id	sid	tid	token	lemma	pos
framr-4143	1	1	72	72	NUM
framr-4143	1	2	©	©	ADP
framr-4143	1	3	2025	2025	NUM
framr-4143	1	4	conscientia	conscientia	PROPN
framr-4143	1	5	beam	beam	PROPN
framr-4143	1	6	.	.	PUNCT
framr-4143	2	1	all	all	DET
framr-4143	2	2	rights	right	NOUN
framr-4143	2	3	reserved	reserve	VERB
framr-4143	2	4	.	.	PUNCT
framr-4143	3	1	revolutionizing	revolutionize	VERB
framr-4143	3	2	supply	supply	NOUN
framr-4143	3	3	chains	chain	NOUN
framr-4143	3	4	:	:	PUNCT
framr-4143	3	5	the	the	DET
framr-4143	3	6	role	role	NOUN
framr-4143	3	7	of	of	ADP
framr-4143	3	8	emerging	emerge	VERB
framr-4143	3	9	technologies	technology	NOUN
framr-4143	3	10	in	in	ADP
framr-4143	3	11	digital	digital	ADJ
framr-4143	3	12	transformation	transformation	NOUN
framr-4143	3	13	naimul	naimul	PROPN
framr-4143	3	14	islam1	islam1	PROPN
framr-4143	3	15	tipon	tipon	ADV
framr-4143	3	16	tanchangya2	tanchangya2	PROPN
framr-4143	3	17	kamron	kamron	PROPN
framr-4143	4	1	naher3	naher3	PROPN
framr-4143	4	2	+	+	PROPN
framr-4143	4	3	ummah	ummah	PROPN
framr-4143	4	4	tafsirun4	tafsirun4	NOUN
framr-4143	4	5	md	md	PROPN
framr-4143	4	6	rakib	rakib	ADJ
framr-4143	4	7	mia5	mia5	NOUN
framr-4143	4	8	shoaibur	shoaibur	PROPN
framr-4143	4	9	rahman	rahman	PROPN
framr-4143	4	10	sarker6	sarker6	PROPN
framr-4143	5	1	fahad	fahad	PROPN
framr-4143	5	2	rashid7	rashid7	PROPN
framr-4143	6	1	1department	1department	NUM
framr-4143	6	2	of	of	ADP
framr-4143	6	3	accounting	accounting	NOUN
framr-4143	6	4	,	,	PUNCT
framr-4143	6	5	finance	finance	NOUN
framr-4143	6	6	and	and	CCONJ
framr-4143	6	7	economics	economic	NOUN
framr-4143	6	8	,	,	PUNCT
framr-4143	6	9	university	university	NOUN
framr-4143	6	10	of	of	ADP
framr-4143	6	11	greenwich	greenwich	PROPN
framr-4143	6	12	,	,	PUNCT
framr-4143	6	13	se10	se10	PROPN
framr-4143	6	14	9ls	9ls	NOUN
framr-4143	6	15	,	,	PUNCT
framr-4143	6	16	london	london	PROPN
framr-4143	6	17	,	,	PUNCT
framr-4143	6	18	uk	uk	PROPN
framr-4143	6	19	.	.	PROPN
framr-4143	6	20	email	email	NOUN
framr-4143	6	21	:	:	PUNCT
framr-4143	6	22	naimmgtdu75@gmail.com	naimmgtdu75@gmail.com	PROPN
framr-4143	6	23	2department	2department	NUM
framr-4143	6	24	of	of	ADP
framr-4143	6	25	finance	finance	NOUN
framr-4143	6	26	,	,	PUNCT
framr-4143	6	27	university	university	PROPN
framr-4143	6	28	of	of	ADP
framr-4143	6	29	chittagong	chittagong	PROPN
framr-4143	6	30	,	,	PUNCT
framr-4143	6	31	chittagong	chittagong	PROPN
framr-4143	6	32	4331	4331	NUM
framr-4143	6	33	,	,	PUNCT
framr-4143	6	34	bangladesh	bangladesh	PROPN
framr-4143	6	35	.	.	PUNCT
framr-4143	7	1	email	email	NOUN
framr-4143	7	2	:	:	PUNCT
framr-4143	8	1	tipon.tcg.edu@gmail.com	tipon.tcg.edu@gmail.com	PROPN
framr-4143	8	2	3department	3department	NUM
framr-4143	8	3	of	of	ADP
framr-4143	8	4	business	business	PROPN
framr-4143	8	5	administration	administration	PROPN
framr-4143	8	6	,	,	PUNCT
framr-4143	8	7	presidency	presidency	NOUN
framr-4143	8	8	university	university	NOUN
framr-4143	8	9	,	,	PUNCT
framr-4143	8	10	dhaka-1212	dhaka-1212	ADJ
framr-4143	8	11	,	,	PUNCT
framr-4143	8	12	bangladesh	bangladesh	NOUN
framr-4143	8	13	.	.	PUNCT
framr-4143	8	14	email	email	NOUN
framr-4143	8	15	:	:	PUNCT
framr-4143	8	16	naherk@pu.edu.bd	naherk@pu.edu.bd	ADJ
framr-4143	8	17	4department	4department	NUM
framr-4143	8	18	of	of	ADP
framr-4143	8	19	business	business	PROPN
framr-4143	8	20	administration	administration	PROPN
framr-4143	8	21	,	,	PUNCT
framr-4143	8	22	sonargaon	sonargaon	PROPN
framr-4143	8	23	university	university	PROPN
framr-4143	8	24	,	,	PUNCT
framr-4143	8	25	dhaka	dhaka	PROPN
framr-4143	8	26	,	,	PUNCT
framr-4143	8	27	1215	1215	NUM
framr-4143	8	28	,	,	PUNCT
framr-4143	8	29	bangladesh	bangladesh	NOUN
framr-4143	8	30	.	.	PUNCT
framr-4143	9	1	email	email	NOUN
framr-4143	9	2	:	:	PUNCT
framr-4143	9	3	ummah.tafsirun@gmail.com	ummah.tafsirun@gmail.com	X
framr-4143	9	4	5department	5department	NUM
framr-4143	9	5	of	of	ADP
framr-4143	9	6	business	business	PROPN
framr-4143	9	7	administration	administration	NOUN
framr-4143	9	8	,	,	PUNCT
framr-4143	9	9	ahsanullah	ahsanullah	PROPN
framr-4143	9	10	university	university	PROPN
framr-4143	9	11	of	of	ADP
framr-4143	9	12	science	science	NOUN
framr-4143	9	13	and	and	CCONJ
framr-4143	9	14	technology	technology	NOUN
framr-4143	9	15	,	,	PUNCT
framr-4143	9	16	dhaka	dhaka	PROPN
framr-4143	9	17	1208	1208	NUM
framr-4143	9	18	,	,	PUNCT
framr-4143	9	19	bangladesh	bangladesh	NOUN
framr-4143	9	20	.	.	PUNCT
framr-4143	10	1	email	email	NOUN
framr-4143	10	2	:	:	PUNCT
framr-4143	10	3	mdrakibmia087@gmail.com	mdrakibmia087@gmail.com	X
framr-4143	11	1	6school	6school	NUM
framr-4143	11	2	of	of	ADP
framr-4143	11	3	business	business	NOUN
framr-4143	11	4	and	and	CCONJ
framr-4143	11	5	law	law	NOUN
framr-4143	11	6	,	,	PUNCT
framr-4143	11	7	northumbria	northumbria	PROPN
framr-4143	11	8	university	university	PROPN
framr-4143	11	9	,	,	PUNCT
framr-4143	11	10	110	110	NUM
framr-4143	11	11	-	-	SYM
framr-4143	11	12	114	114	NUM
framr-4143	11	13	middlesex	middlesex	PROPN
framr-4143	11	14	street	street	NOUN
framr-4143	11	15	,	,	PUNCT
framr-4143	11	16	london	london	PROPN
framr-4143	11	17	,	,	PUNCT
framr-4143	11	18	e1	e1	PROPN
framr-4143	11	19	7ht	7ht	NOUN
framr-4143	11	20	,	,	PUNCT
framr-4143	11	21	uk	uk	PROPN
framr-4143	11	22	.	.	PROPN
framr-4143	11	23	email	email	NOUN
framr-4143	11	24	:	:	PUNCT
framr-4143	11	25	shoaibur.fin.du@gmail.com	shoaibur.fin.du@gmail.com	X
framr-4143	12	1	7centre	7centre	NUM
framr-4143	12	2	for	for	ADP
framr-4143	12	3	islamic	islamic	ADJ
framr-4143	12	4	finance	finance	NOUN
framr-4143	12	5	,	,	PUNCT
framr-4143	12	6	university	university	PROPN
framr-4143	12	7	of	of	ADP
framr-4143	12	8	bolton	bolton	PROPN
framr-4143	12	9	,	,	PUNCT
framr-4143	12	10	bolton	bolton	PROPN
framr-4143	12	11	bl3	bl3	PROPN
framr-4143	12	12	5ab	5ab	NOUN
framr-4143	12	13	,	,	PUNCT
framr-4143	12	14	uk	uk	PROPN
framr-4143	12	15	.	.	PROPN
framr-4143	12	16	email	email	NOUN
framr-4143	12	17	:	:	PUNCT
framr-4143	12	18	fr7bbs@bolton.ac.uk	fr7bbs@bolton.ac.uk	NOUN
framr-4143	12	19	(	(	PUNCT
framr-4143	12	20	+	+	CCONJ
framr-4143	12	21	corresponding	correspond	VERB
framr-4143	12	22	author	author	NOUN
framr-4143	12	23	)	)	PUNCT
framr-4143	12	24	abstract	abstract	ADJ
framr-4143	12	25	article	article	NOUN
framr-4143	12	26	history	history	NOUN
framr-4143	12	27	received	receive	VERB
framr-4143	12	28	:	:	PUNCT
framr-4143	12	29	30	30	NUM
framr-4143	12	30	january	january	NOUN
framr-4143	12	31	2025	2025	NUM
framr-4143	12	32	revised	revise	VERB
framr-4143	12	33	:	:	PUNCT
framr-4143	12	34	4	4	NUM
framr-4143	12	35	march	march	NOUN
framr-4143	12	36	2025	2025	NUM
framr-4143	12	37	accepted	accept	VERB
framr-4143	12	38	:	:	PUNCT
framr-4143	12	39	12	12	NUM
framr-4143	12	40	march	march	NOUN
framr-4143	12	41	2025	2025	NUM
framr-4143	12	42	published	publish	VERB
framr-4143	12	43	:	:	PUNCT
framr-4143	12	44	20	20	NUM
framr-4143	12	45	march	march	NOUN
framr-4143	12	46	2025	2025	NUM
framr-4143	12	47	keywords	keyword	VERB
framr-4143	12	48	digital	digital	ADJ
framr-4143	12	49	transformation	transformation	NOUN
framr-4143	12	50	emerging	emerge	VERB
framr-4143	12	51	technologies	technology	NOUN
framr-4143	12	52	operational	operational	ADJ
framr-4143	12	53	efficiency	efficiency	NOUN
framr-4143	12	54	supply	supply	NOUN
framr-4143	12	55	chain	chain	NOUN
framr-4143	12	56	management	management	NOUN
framr-4143	12	57	.	.	PUNCT
framr-4143	13	1	the	the	DET
framr-4143	13	2	main	main	ADJ
framr-4143	13	3	objectives	objective	NOUN
framr-4143	13	4	of	of	ADP
framr-4143	13	5	the	the	DET
framr-4143	13	6	study	study	NOUN
framr-4143	13	7	are	be	AUX
framr-4143	13	8	to	to	PART
framr-4143	13	9	provide	provide	VERB
framr-4143	13	10	a	a	DET
framr-4143	13	11	comprehensive	comprehensive	ADJ
framr-4143	13	12	overview	overview	NOUN
framr-4143	13	13	of	of	ADP
framr-4143	13	14	emerging	emerge	VERB
framr-4143	13	15	technological	technological	ADJ
framr-4143	13	16	solutions	solution	NOUN
framr-4143	13	17	,	,	PUNCT
framr-4143	13	18	their	their	PRON
framr-4143	13	19	applications	application	NOUN
framr-4143	13	20	,	,	PUNCT
framr-4143	13	21	and	and	CCONJ
framr-4143	13	22	their	their	PRON
framr-4143	13	23	impacts	impact	NOUN
framr-4143	13	24	on	on	ADP
framr-4143	13	25	supply	supply	NOUN
framr-4143	13	26	chain	chain	NOUN
framr-4143	13	27	digital	digital	ADJ
framr-4143	13	28	transformation	transformation	NOUN
framr-4143	13	29	.	.	PUNCT
framr-4143	14	1	it	it	PRON
framr-4143	14	2	is	be	AUX
framr-4143	14	3	qualitative	qualitative	ADJ
framr-4143	14	4	research	research	NOUN
framr-4143	14	5	,	,	PUNCT
framr-4143	14	6	and	and	CCONJ
framr-4143	14	7	secondary	secondary	ADJ
framr-4143	14	8	data	datum	NOUN
framr-4143	14	9	were	be	AUX
framr-4143	14	10	collected	collect	VERB
framr-4143	14	11	.	.	PUNCT
framr-4143	15	1	the	the	DET
framr-4143	15	2	study	study	NOUN
framr-4143	15	3	identified	identify	VERB
framr-4143	15	4	five	five	NUM
framr-4143	15	5	effective	effective	ADJ
framr-4143	15	6	applications	application	NOUN
framr-4143	15	7	of	of	ADP
framr-4143	15	8	the	the	DET
framr-4143	15	9	individual	individual	ADJ
framr-4143	15	10	solutions	solution	NOUN
framr-4143	15	11	.	.	PUNCT
framr-4143	16	1	ai	ai	AUX
framr-4143	16	2	provides	provide	VERB
framr-4143	16	3	effective	effective	ADJ
framr-4143	16	4	insights	insight	NOUN
framr-4143	16	5	,	,	PUNCT
framr-4143	16	6	demand	demand	NOUN
framr-4143	16	7	forecasting	forecasting	NOUN
framr-4143	16	8	,	,	PUNCT
framr-4143	16	9	warehouse	warehouse	NOUN
framr-4143	16	10	automation	automation	NOUN
framr-4143	16	11	,	,	PUNCT
framr-4143	16	12	transportation	transportation	NOUN
framr-4143	16	13	and	and	CCONJ
framr-4143	16	14	route	route	NOUN
framr-4143	16	15	optimization	optimization	NOUN
framr-4143	16	16	,	,	PUNCT
framr-4143	16	17	supplier	supplier	NOUN
framr-4143	16	18	selection	selection	NOUN
framr-4143	16	19	and	and	CCONJ
framr-4143	16	20	management	management	NOUN
framr-4143	16	21	,	,	PUNCT
framr-4143	16	22	and	and	CCONJ
framr-4143	16	23	predictive	predictive	ADJ
framr-4143	16	24	maintenance	maintenance	NOUN
framr-4143	16	25	.	.	PUNCT
framr-4143	17	1	blockchain	blockchain	PROPN
framr-4143	17	2	enables	enable	VERB
framr-4143	17	3	tracking	tracking	NOUN
framr-4143	17	4	and	and	CCONJ
framr-4143	17	5	transparency	transparency	NOUN
framr-4143	17	6	,	,	PUNCT
framr-4143	17	7	enhancing	enhance	VERB
framr-4143	17	8	traceability	traceability	NOUN
framr-4143	17	9	,	,	PUNCT
framr-4143	17	10	cutting	cut	VERB
framr-4143	17	11	down	down	ADP
framr-4143	17	12	on	on	ADP
framr-4143	17	13	counterfeiting	counterfeiting	NOUN
framr-4143	17	14	,	,	PUNCT
framr-4143	17	15	encouraging	encourage	VERB
framr-4143	17	16	sustainable	sustainable	ADJ
framr-4143	17	17	and	and	CCONJ
framr-4143	17	18	ethical	ethical	ADJ
framr-4143	17	19	sourcing	sourcing	NOUN
framr-4143	17	20	,	,	PUNCT
framr-4143	17	21	and	and	CCONJ
framr-4143	17	22	facilitating	facilitate	VERB
framr-4143	17	23	smart	smart	ADJ
framr-4143	17	24	payments	payment	NOUN
framr-4143	17	25	.	.	PUNCT
framr-4143	18	1	business	business	NOUN
framr-4143	18	2	intelligence	intelligence	NOUN
framr-4143	18	3	ensures	ensure	VERB
framr-4143	18	4	improved	improved	ADJ
framr-4143	18	5	communication	communication	NOUN
framr-4143	18	6	,	,	PUNCT
framr-4143	18	7	monitoring	monitoring	NOUN
framr-4143	18	8	expenses	expense	NOUN
framr-4143	18	9	,	,	PUNCT
framr-4143	18	10	inventory	inventory	NOUN
framr-4143	18	11	management	management	NOUN
framr-4143	18	12	,	,	PUNCT
framr-4143	18	13	tracking	track	VERB
framr-4143	18	14	key	key	ADJ
framr-4143	18	15	performance	performance	NOUN
framr-4143	18	16	indicators	indicator	NOUN
framr-4143	18	17	,	,	PUNCT
framr-4143	18	18	and	and	CCONJ
framr-4143	18	19	optimized	optimize	VERB
framr-4143	18	20	visualization	visualization	NOUN
framr-4143	18	21	.	.	PUNCT
framr-4143	19	1	data	datum	NOUN
framr-4143	19	2	science	science	NOUN
framr-4143	19	3	facilitates	facilitate	VERB
framr-4143	19	4	demand	demand	NOUN
framr-4143	19	5	prediction	prediction	NOUN
framr-4143	19	6	,	,	PUNCT
framr-4143	19	7	route	route	NOUN
framr-4143	19	8	enhancement	enhancement	NOUN
framr-4143	19	9	,	,	PUNCT
framr-4143	19	10	inventory	inventory	NOUN
framr-4143	19	11	management	management	NOUN
framr-4143	19	12	,	,	PUNCT
framr-4143	19	13	hazard	hazard	NOUN
framr-4143	19	14	assessment	assessment	NOUN
framr-4143	19	15	,	,	PUNCT
framr-4143	19	16	and	and	CCONJ
framr-4143	19	17	supplier	supplier	NOUN
framr-4143	19	18	administration	administration	NOUN
framr-4143	19	19	.	.	PUNCT
framr-4143	20	1	iot	iot	PROPN
framr-4143	20	2	enables	enable	VERB
framr-4143	20	3	shipment	shipment	NOUN
framr-4143	20	4	and	and	CCONJ
framr-4143	20	5	delivery	delivery	NOUN
framr-4143	20	6	tracking	tracking	NOUN
framr-4143	20	7	,	,	PUNCT
framr-4143	20	8	warehouse	warehouse	NOUN
framr-4143	20	9	capacity	capacity	NOUN
framr-4143	20	10	monitoring	monitoring	NOUN
framr-4143	20	11	,	,	PUNCT
framr-4143	20	12	inventory	inventory	NOUN
framr-4143	20	13	management	management	NOUN
framr-4143	20	14	,	,	PUNCT
framr-4143	20	15	storage	storage	NOUN
framr-4143	20	16	condition	condition	NOUN
framr-4143	20	17	monitoring	monitoring	NOUN
framr-4143	20	18	,	,	PUNCT
framr-4143	20	19	and	and	CCONJ
framr-4143	20	20	routine	routine	ADJ
framr-4143	20	21	optimization	optimization	NOUN
framr-4143	20	22	and	and	CCONJ
framr-4143	20	23	automation	automation	NOUN
framr-4143	20	24	.	.	PUNCT
framr-4143	21	1	rfid	rfid	NOUN
framr-4143	21	2	is	be	AUX
framr-4143	21	3	effective	effective	ADJ
framr-4143	21	4	for	for	ADP
framr-4143	21	5	warehouse	warehouse	NOUN
framr-4143	21	6	management	management	NOUN
framr-4143	21	7	,	,	PUNCT
framr-4143	21	8	inventory	inventory	NOUN
framr-4143	21	9	management	management	NOUN
framr-4143	21	10	,	,	PUNCT
framr-4143	21	11	freight	freight	NOUN
framr-4143	21	12	transportation	transportation	NOUN
framr-4143	21	13	,	,	PUNCT
framr-4143	21	14	supply	supply	NOUN
framr-4143	21	15	chain	chain	NOUN
framr-4143	21	16	visibility	visibility	NOUN
framr-4143	21	17	,	,	PUNCT
framr-4143	21	18	and	and	CCONJ
framr-4143	21	19	retail	retail	ADJ
framr-4143	21	20	management	management	NOUN
framr-4143	21	21	.	.	PUNCT
framr-4143	22	1	these	these	DET
framr-4143	22	2	emerging	emerge	VERB
framr-4143	22	3	technologies	technology	NOUN
framr-4143	22	4	collectively	collectively	ADV
framr-4143	22	5	promote	promote	VERB
framr-4143	22	6	a	a	DET
framr-4143	22	7	more	more	ADV
framr-4143	22	8	integrated	integrated	ADJ
framr-4143	22	9	,	,	PUNCT
framr-4143	22	10	adaptable	adaptable	ADJ
framr-4143	22	11	,	,	PUNCT
framr-4143	22	12	and	and	CCONJ
framr-4143	22	13	resilient	resilient	ADJ
framr-4143	22	14	supply	supply	NOUN
framr-4143	22	15	chain	chain	NOUN
framr-4143	22	16	landscape	landscape	NOUN
framr-4143	22	17	,	,	PUNCT
framr-4143	22	18	address	address	VERB
framr-4143	22	19	significant	significant	ADJ
framr-4143	22	20	challenges	challenge	NOUN
framr-4143	22	21	,	,	PUNCT
framr-4143	22	22	and	and	CCONJ
framr-4143	22	23	open	open	ADJ
framr-4143	22	24	doors	door	NOUN
framr-4143	22	25	to	to	ADP
framr-4143	22	26	future	future	ADJ
framr-4143	22	27	innovations	innovation	NOUN
framr-4143	22	28	.	.	PUNCT
framr-4143	23	1	the	the	DET
framr-4143	23	2	results	result	NOUN
framr-4143	23	3	suggest	suggest	VERB
framr-4143	23	4	that	that	SCONJ
framr-4143	23	5	by	by	ADP
framr-4143	23	6	adopting	adopt	VERB
framr-4143	23	7	all	all	DET
framr-4143	23	8	emerging	emerge	VERB
framr-4143	23	9	technologies	technology	NOUN
framr-4143	23	10	within	within	ADP
framr-4143	23	11	the	the	DET
framr-4143	23	12	supply	supply	NOUN
framr-4143	23	13	chain	chain	NOUN
framr-4143	23	14	context	context	NOUN
framr-4143	23	15	,	,	PUNCT
framr-4143	23	16	business	business	NOUN
framr-4143	23	17	executives	executive	NOUN
framr-4143	23	18	would	would	AUX
framr-4143	23	19	increase	increase	VERB
framr-4143	23	20	their	their	PRON
framr-4143	23	21	efficiency	efficiency	NOUN
framr-4143	23	22	and	and	CCONJ
framr-4143	23	23	enhance	enhance	VERB
framr-4143	23	24	firm	firm	ADJ
framr-4143	23	25	value	value	NOUN
framr-4143	23	26	as	as	ADV
framr-4143	23	27	well	well	ADV
framr-4143	23	28	.	.	PUNCT
framr-4143	24	1	contribution	contribution	NOUN
framr-4143	24	2	/	/	SYM
framr-4143	24	3	originality	originality	NOUN
framr-4143	24	4	:	:	PUNCT
framr-4143	24	5	the	the	DET
framr-4143	24	6	study	study	NOUN
framr-4143	24	7	highlights	highlight	VERB
framr-4143	24	8	how	how	SCONJ
framr-4143	24	9	the	the	DET
framr-4143	24	10	emerging	emerge	VERB
framr-4143	24	11	technologies	technology	NOUN
framr-4143	24	12	complementing	complement	VERB
framr-4143	24	13	each	each	DET
framr-4143	24	14	other	other	ADJ
framr-4143	24	15	in	in	ADP
framr-4143	24	16	digital	digital	ADJ
framr-4143	24	17	transformation	transformation	NOUN
framr-4143	24	18	.	.	PUNCT
framr-4143	25	1	it	it	PRON
framr-4143	25	2	also	also	ADV
framr-4143	25	3	shows	show	VERB
framr-4143	25	4	where	where	SCONJ
framr-4143	25	5	and	and	CCONJ
framr-4143	25	6	how	how	SCONJ
framr-4143	25	7	these	these	DET
framr-4143	25	8	technologies	technology	NOUN
framr-4143	25	9	are	be	AUX
framr-4143	25	10	used	use	VERB
framr-4143	25	11	so	so	SCONJ
framr-4143	25	12	that	that	SCONJ
framr-4143	25	13	the	the	DET
framr-4143	25	14	users	user	NOUN
framr-4143	25	15	can	can	AUX
framr-4143	25	16	get	get	VERB
framr-4143	25	17	an	an	DET
framr-4143	25	18	overview	overview	NOUN
framr-4143	25	19	of	of	ADP
framr-4143	25	20	the	the	DET
framr-4143	25	21	applications	application	NOUN
framr-4143	25	22	.	.	PUNCT
framr-4143	26	1	financial	financial	ADJ
framr-4143	26	2	risk	risk	NOUN
framr-4143	26	3	and	and	CCONJ
framr-4143	26	4	management	management	NOUN
framr-4143	26	5	reviews	review	NOUN
framr-4143	26	6	2025	2025	NUM
framr-4143	26	7	vol	vol	NOUN
framr-4143	26	8	.	.	PUNCT
framr-4143	27	1	11	11	NUM
framr-4143	27	2	,	,	PUNCT
framr-4143	27	3	no	no	INTJ
framr-4143	27	4	.	.	NOUN
framr-4143	27	5	1	1	NUM
framr-4143	27	6	,	,	PUNCT
framr-4143	27	7	pp	pp	ADJ
framr-4143	27	8	.	.	PUNCT
framr-4143	28	1	72	72	NUM
framr-4143	28	2	-	-	SYM
framr-4143	28	3	102	102	NUM
framr-4143	28	4	issn(e	issn(e	NOUN
framr-4143	28	5	):	):	PUNCT
framr-4143	28	6	2411	2411	NUM
framr-4143	28	7	-	-	SYM
framr-4143	28	8	6408	6408	NUM
framr-4143	28	9	issn(p	issn(p	NUM
framr-4143	28	10	):	):	PUNCT
framr-4143	28	11	2412	2412	NUM
framr-4143	28	12	-	-	SYM
framr-4143	28	13	3404	3404	NUM
framr-4143	28	14	doi	doi	NOUN
framr-4143	28	15	:	:	PUNCT
framr-4143	28	16	10.18488/89.v11i1.4143	10.18488/89.v11i1.4143	PROPN
framr-4143	28	17	©	©	PROPN
framr-4143	28	18	2025	2025	NUM
framr-4143	28	19	conscientia	conscientia	PROPN
framr-4143	28	20	beam	beam	PROPN
framr-4143	28	21	.	.	PUNCT
framr-4143	29	1	all	all	DET
framr-4143	29	2	rights	right	NOUN
framr-4143	29	3	reserved	reserve	VERB
framr-4143	29	4	.	.	PUNCT
framr-4143	30	1	https://orcid.org/0009-0005-7001-1770	https://orcid.org/0009-0005-7001-1770	NOUN
framr-4143	30	2	https://orcid.org/0009-0009-2365-4959	https://orcid.org/0009-0009-2365-4959	VERB
framr-4143	30	3	https://orcid.org/0009-0001-9663-5427	https://orcid.org/0009-0001-9663-5427	PRON
framr-4143	30	4	https://orcid.org/0009-0005-5373-4619	https://orcid.org/0009-0005-5373-4619	PRON
framr-4143	30	5	https://orcid.org/0009-0004-7267-9515	https://orcid.org/0009-0004-7267-9515	NOUN
framr-4143	30	6	https://orcid.org/0009-0000-4196-682x	https://orcid.org/0009-0000-4196-682x	PROPN
framr-4143	30	7	https://orcid.org/0009-0001-2482-3808	https://orcid.org/0009-0001-2482-3808	PROPN
framr-4143	30	8	mailto:naimmgtdu75@gmail.com	mailto:naimmgtdu75@gmail.com	X
framr-4143	30	9	mailto:tipon.tcg.edu@gmail.com	mailto:tipon.tcg.edu@gmail.com	X
framr-4143	31	1	mailto:naherk@pu.edu.bd	mailto:naherk@pu.edu.bd	PROPN
framr-4143	31	2	mailto:ummah.tafsirun@gmail.com	mailto:ummah.tafsirun@gmail.com	X
framr-4143	32	1	mailto:mdrakibmia087@gmail.com	mailto:mdrakibmia087@gmail.com	X
framr-4143	32	2	mailto:shoaibur.fin.du@gmail.com	mailto:shoaibur.fin.du@gmail.com	X
framr-4143	32	3	mailto:fr7bbs@bolton.ac.uk	mailto:fr7bbs@bolton.ac.uk	VERB
framr-4143	32	4	https://www.doi.org/10.18488/89.v11i1.4143	https://www.doi.org/10.18488/89.v11i1.4143	ADP
framr-4143	32	5	financial	financial	ADJ
framr-4143	32	6	risk	risk	NOUN
framr-4143	32	7	and	and	CCONJ
framr-4143	32	8	management	management	NOUN
framr-4143	32	9	reviews	review	NOUN
framr-4143	32	10	,	,	PUNCT
framr-4143	32	11	2025	2025	NUM
framr-4143	32	12	,	,	PUNCT
framr-4143	32	13	11(1	11(1	NUM
framr-4143	32	14	):	):	PUNCT
framr-4143	32	15	72	72	NUM
framr-4143	32	16	-	-	SYM
framr-4143	32	17	102	102	NUM
framr-4143	32	18	73	73	NUM
framr-4143	32	19	©	©	PROPN
framr-4143	32	20	2025	2025	NUM
framr-4143	32	21	conscientia	conscientia	PROPN
framr-4143	32	22	beam	beam	PROPN
framr-4143	32	23	.	.	PUNCT
framr-4143	33	1	all	all	DET
framr-4143	33	2	rights	right	NOUN
framr-4143	33	3	reserved	reserve	VERB
framr-4143	33	4	.	.	PUNCT
framr-4143	34	1	1	1	X
framr-4143	34	2	.	.	X
framr-4143	34	3	introduction	introduction	NOUN
framr-4143	34	4	recent	recent	ADJ
framr-4143	34	5	years	year	NOUN
framr-4143	34	6	have	have	AUX
framr-4143	34	7	seen	see	VERB
framr-4143	34	8	a	a	DET
framr-4143	34	9	dramatic	dramatic	ADJ
framr-4143	34	10	shift	shift	NOUN
framr-4143	34	11	in	in	ADP
framr-4143	34	12	supply	supply	NOUN
framr-4143	34	13	chain	chain	NOUN
framr-4143	34	14	dynamics	dynamic	NOUN
framr-4143	34	15	due	due	ADP
framr-4143	34	16	to	to	ADP
framr-4143	34	17	the	the	DET
framr-4143	34	18	advent	advent	NOUN
framr-4143	34	19	of	of	ADP
framr-4143	34	20	industry	industry	NOUN
framr-4143	34	21	4.0	4.0	NUM
framr-4143	34	22	and	and	CCONJ
framr-4143	34	23	its	its	PRON
framr-4143	34	24	range	range	NOUN
framr-4143	34	25	of	of	ADP
framr-4143	34	26	revolutionary	revolutionary	ADJ
framr-4143	34	27	technologies	technology	NOUN
framr-4143	34	28	,	,	PUNCT
framr-4143	34	29	including	include	VERB
framr-4143	34	30	the	the	DET
framr-4143	34	31	internet	internet	NOUN
framr-4143	34	32	of	of	ADP
framr-4143	34	33	things	thing	NOUN
framr-4143	34	34	(	(	PUNCT
framr-4143	34	35	iot	iot	NOUN
framr-4143	34	36	)	)	PUNCT
framr-4143	34	37	,	,	PUNCT
framr-4143	34	38	blockchain	blockchain	PROPN
framr-4143	34	39	(	(	PUNCT
framr-4143	34	40	bc	bc	PROPN
framr-4143	34	41	)	)	PUNCT
framr-4143	34	42	,	,	PUNCT
framr-4143	34	43	big	big	ADJ
framr-4143	34	44	data	datum	NOUN
framr-4143	34	45	analytics	analytic	NOUN
framr-4143	34	46	,	,	PUNCT
framr-4143	34	47	and	and	CCONJ
framr-4143	34	48	artificial	artificial	ADJ
framr-4143	34	49	intelligence	intelligence	NOUN
framr-4143	34	50	(	(	PUNCT
framr-4143	34	51	ai	ai	NOUN
framr-4143	34	52	)	)	PUNCT
framr-4143	34	53	.	.	PUNCT
framr-4143	35	1	new	new	ADJ
framr-4143	35	2	paradigms	paradigm	NOUN
framr-4143	35	3	,	,	PUNCT
framr-4143	35	4	such	such	ADJ
framr-4143	35	5	as	as	ADP
framr-4143	35	6	digital	digital	ADJ
framr-4143	35	7	transformation	transformation	NOUN
framr-4143	35	8	and	and	CCONJ
framr-4143	35	9	industry	industry	NOUN
framr-4143	35	10	4.0	4.0	NUM
framr-4143	35	11	,	,	PUNCT
framr-4143	35	12	are	be	AUX
framr-4143	35	13	transforming	transform	VERB
framr-4143	35	14	supply	supply	NOUN
framr-4143	35	15	chain	chain	NOUN
framr-4143	35	16	management	management	NOUN
framr-4143	35	17	operations	operation	NOUN
framr-4143	35	18	in	in	ADP
framr-4143	35	19	business	business	NOUN
framr-4143	35	20	sectors	sector	NOUN
framr-4143	35	21	(	(	PUNCT
framr-4143	35	22	sahoo	sahoo	PROPN
framr-4143	35	23	,	,	PUNCT
framr-4143	35	24	kumar	kumar	PROPN
framr-4143	35	25	,	,	PUNCT
framr-4143	35	26	&	&	CCONJ
framr-4143	35	27	upadhyay	upadhyay	PROPN
framr-4143	35	28	,	,	PUNCT
framr-4143	35	29	2023	2023	NUM
framr-4143	35	30	)	)	PUNCT
framr-4143	35	31	.	.	PUNCT
framr-4143	36	1	the	the	DET
framr-4143	36	2	seamless	seamless	ADJ
framr-4143	36	3	movement	movement	NOUN
framr-4143	36	4	of	of	ADP
framr-4143	36	5	products	product	NOUN
framr-4143	36	6	and	and	CCONJ
framr-4143	36	7	services	service	NOUN
framr-4143	36	8	across	across	ADP
framr-4143	36	9	long	long	ADJ
framr-4143	36	10	distances	distance	NOUN
framr-4143	36	11	has	have	AUX
framr-4143	36	12	always	always	ADV
framr-4143	36	13	been	be	AUX
framr-4143	36	14	made	make	VERB
framr-4143	36	15	possible	possible	ADJ
framr-4143	36	16	by	by	ADP
framr-4143	36	17	supply	supply	NOUN
framr-4143	36	18	chains	chain	NOUN
framr-4143	36	19	,	,	PUNCT
framr-4143	36	20	which	which	PRON
framr-4143	36	21	have	have	AUX
framr-4143	36	22	served	serve	VERB
framr-4143	36	23	as	as	ADP
framr-4143	36	24	the	the	DET
framr-4143	36	25	basis	basis	NOUN
framr-4143	36	26	of	of	ADP
framr-4143	36	27	global	global	ADJ
framr-4143	36	28	trade	trade	NOUN
framr-4143	36	29	.	.	PUNCT
framr-4143	37	1	industry	industry	NOUN
framr-4143	37	2	4.0	4.0	NUM
framr-4143	37	3	has	have	AUX
framr-4143	37	4	facilitated	facilitate	VERB
framr-4143	37	5	improved	improved	ADJ
framr-4143	37	6	supply	supply	NOUN
framr-4143	37	7	chain	chain	NOUN
framr-4143	37	8	management	management	NOUN
framr-4143	37	9	through	through	ADP
framr-4143	37	10	the	the	DET
framr-4143	37	11	emergence	emergence	NOUN
framr-4143	37	12	of	of	ADP
framr-4143	37	13	new	new	ADJ
framr-4143	37	14	digital	digital	ADJ
framr-4143	37	15	technologies	technology	NOUN
framr-4143	37	16	(	(	PUNCT
framr-4143	37	17	galati	galati	PROPN
framr-4143	37	18	&	&	CCONJ
framr-4143	37	19	bigliardi	bigliardi	PROPN
framr-4143	37	20	,	,	PUNCT
framr-4143	37	21	2019	2019	NUM
framr-4143	37	22	)	)	PUNCT
framr-4143	37	23	.	.	PUNCT
framr-4143	38	1	however	however	ADV
framr-4143	38	2	,	,	PUNCT
framr-4143	38	3	the	the	DET
framr-4143	38	4	rise	rise	NOUN
framr-4143	38	5	of	of	ADP
framr-4143	38	6	emergent	emergent	ADJ
framr-4143	38	7	technologies	technology	NOUN
framr-4143	38	8	is	be	AUX
framr-4143	38	9	not	not	PART
framr-4143	38	10	just	just	ADV
framr-4143	38	11	revolutionizing	revolutionize	VERB
framr-4143	38	12	the	the	DET
framr-4143	38	13	way	way	NOUN
framr-4143	38	14	supply	supply	NOUN
framr-4143	38	15	chains	chain	NOUN
framr-4143	38	16	operate	operate	VERB
framr-4143	38	17	but	but	CCONJ
framr-4143	38	18	also	also	ADV
framr-4143	38	19	promising	promise	VERB
framr-4143	38	20	a	a	DET
framr-4143	38	21	future	future	NOUN
framr-4143	38	22	of	of	ADP
framr-4143	38	23	transformation	transformation	NOUN
framr-4143	38	24	and	and	CCONJ
framr-4143	38	25	efficiency	efficiency	NOUN
framr-4143	38	26	.	.	PUNCT
framr-4143	39	1	these	these	DET
framr-4143	39	2	technologies	technology	NOUN
framr-4143	39	3	hold	hold	VERB
framr-4143	39	4	the	the	DET
framr-4143	39	5	potential	potential	NOUN
framr-4143	39	6	to	to	PART
framr-4143	39	7	reshape	reshape	VERB
framr-4143	39	8	supply	supply	NOUN
framr-4143	39	9	chains	chain	NOUN
framr-4143	39	10	,	,	PUNCT
framr-4143	39	11	inspiring	inspire	VERB
framr-4143	39	12	a	a	DET
framr-4143	39	13	future	future	NOUN
framr-4143	39	14	where	where	SCONJ
framr-4143	39	15	efficiency	efficiency	NOUN
framr-4143	39	16	and	and	CCONJ
framr-4143	39	17	transparency	transparency	NOUN
framr-4143	39	18	are	be	AUX
framr-4143	39	19	the	the	DET
framr-4143	39	20	norm	norm	NOUN
framr-4143	39	21	(	(	PUNCT
framr-4143	39	22	attaran	attaran	ADJ
framr-4143	39	23	,	,	PUNCT
framr-4143	39	24	2020	2020	NUM
framr-4143	39	25	)	)	PUNCT
framr-4143	39	26	.	.	PUNCT
framr-4143	40	1	the	the	DET
framr-4143	40	2	supply	supply	NOUN
framr-4143	40	3	chain	chain	NOUN
framr-4143	40	4	can	can	AUX
framr-4143	40	5	benefit	benefit	VERB
framr-4143	40	6	significantly	significantly	ADV
framr-4143	40	7	from	from	ADP
framr-4143	40	8	digitalization	digitalization	NOUN
framr-4143	40	9	,	,	PUNCT
framr-4143	40	10	including	include	VERB
framr-4143	40	11	better	well	ADJ
framr-4143	40	12	inventory	inventory	NOUN
framr-4143	40	13	management	management	NOUN
framr-4143	40	14	,	,	PUNCT
framr-4143	40	15	real	real	ADJ
framr-4143	40	16	-	-	PUNCT
framr-4143	40	17	time	time	NOUN
framr-4143	40	18	data	datum	NOUN
framr-4143	40	19	collection	collection	NOUN
framr-4143	40	20	,	,	PUNCT
framr-4143	40	21	optimization	optimization	NOUN
framr-4143	40	22	of	of	ADP
framr-4143	40	23	logistics	logistic	NOUN
framr-4143	40	24	practices	practice	NOUN
framr-4143	40	25	,	,	PUNCT
framr-4143	40	26	and	and	CCONJ
framr-4143	40	27	enhanced	enhance	VERB
framr-4143	40	28	information	information	NOUN
framr-4143	40	29	availability	availability	NOUN
framr-4143	40	30	(	(	PUNCT
framr-4143	40	31	bigliardi	bigliardi	PROPN
framr-4143	40	32	,	,	PUNCT
framr-4143	40	33	filippelli	filippelli	PROPN
framr-4143	40	34	,	,	PUNCT
framr-4143	40	35	petroni	petroni	NOUN
framr-4143	40	36	,	,	PUNCT
framr-4143	40	37	&	&	CCONJ
framr-4143	40	38	tagliente	tagliente	ADJ
framr-4143	40	39	,	,	PUNCT
framr-4143	40	40	2022	2022	NUM
framr-4143	40	41	)	)	PUNCT
framr-4143	40	42	.	.	PUNCT
framr-4143	41	1	blockchain	blockchain	PROPN
framr-4143	41	2	,	,	PUNCT
framr-4143	41	3	for	for	ADP
framr-4143	41	4	example	example	NOUN
framr-4143	41	5	,	,	PUNCT
framr-4143	41	6	can	can	AUX
framr-4143	41	7	offer	offer	VERB
framr-4143	41	8	a	a	DET
framr-4143	41	9	safe	safe	ADJ
framr-4143	41	10	and	and	CCONJ
framr-4143	41	11	transparent	transparent	ADJ
framr-4143	41	12	medium	medium	NOUN
framr-4143	41	13	for	for	ADP
framr-4143	41	14	monitoring	monitor	VERB
framr-4143	41	15	the	the	DET
framr-4143	41	16	origin	origin	NOUN
framr-4143	41	17	of	of	ADP
framr-4143	41	18	products	product	NOUN
framr-4143	41	19	,	,	PUNCT
framr-4143	41	20	thereby	thereby	ADV
framr-4143	41	21	guaranteeing	guarantee	VERB
framr-4143	41	22	the	the	DET
framr-4143	41	23	quality	quality	NOUN
framr-4143	41	24	and	and	CCONJ
framr-4143	41	25	safety	safety	NOUN
framr-4143	41	26	of	of	ADP
framr-4143	41	27	food	food	NOUN
framr-4143	41	28	.	.	PUNCT
framr-4143	42	1	additionally	additionally	ADV
framr-4143	42	2	,	,	PUNCT
framr-4143	42	3	blockchain	blockchain	PROPN
framr-4143	42	4	can	can	AUX
framr-4143	42	5	encourage	encourage	VERB
framr-4143	42	6	the	the	DET
framr-4143	42	7	development	development	NOUN
framr-4143	42	8	of	of	ADP
framr-4143	42	9	trust	trust	NOUN
framr-4143	42	10	and	and	CCONJ
framr-4143	42	11	mitigate	mitigate	VERB
framr-4143	42	12	the	the	DET
framr-4143	42	13	risk	risk	NOUN
framr-4143	42	14	of	of	ADP
framr-4143	42	15	fraud	fraud	NOUN
framr-4143	42	16	by	by	ADP
framr-4143	42	17	enabling	enable	VERB
framr-4143	42	18	the	the	DET
framr-4143	42	19	seamless	seamless	ADJ
framr-4143	42	20	collaboration	collaboration	NOUN
framr-4143	42	21	of	of	ADP
framr-4143	42	22	supply	supply	NOUN
framr-4143	42	23	chain	chain	NOUN
framr-4143	42	24	stakeholders	stakeholder	NOUN
framr-4143	42	25	(	(	PUNCT
framr-4143	42	26	attaran	attaran	ADJ
framr-4143	42	27	,	,	PUNCT
framr-4143	42	28	2020	2020	NUM
framr-4143	42	29	)	)	PUNCT
framr-4143	42	30	.	.	PUNCT
framr-4143	43	1	emerging	emerge	VERB
framr-4143	43	2	technologies	technology	NOUN
framr-4143	43	3	are	be	AUX
framr-4143	43	4	transforming	transform	VERB
framr-4143	43	5	the	the	DET
framr-4143	43	6	supply	supply	NOUN
framr-4143	43	7	chain	chain	NOUN
framr-4143	43	8	and	and	CCONJ
framr-4143	43	9	ensuring	ensure	VERB
framr-4143	43	10	a	a	DET
framr-4143	43	11	future	future	NOUN
framr-4143	43	12	of	of	ADP
framr-4143	43	13	efficiency	efficiency	NOUN
framr-4143	43	14	and	and	CCONJ
framr-4143	43	15	transformation	transformation	NOUN
framr-4143	43	16	.	.	PUNCT
framr-4143	44	1	these	these	PRON
framr-4143	44	2	are	be	AUX
framr-4143	44	3	merely	merely	ADV
framr-4143	44	4	a	a	DET
framr-4143	44	5	few	few	ADJ
framr-4143	44	6	instances	instance	NOUN
framr-4143	44	7	of	of	ADP
framr-4143	44	8	emerging	emerge	VERB
framr-4143	44	9	technologies	technology	NOUN
framr-4143	44	10	transforming	transform	VERB
framr-4143	44	11	the	the	DET
framr-4143	44	12	supply	supply	NOUN
framr-4143	44	13	chain	chain	NOUN
framr-4143	44	14	and	and	CCONJ
framr-4143	44	15	indicating	indicate	VERB
framr-4143	44	16	a	a	DET
framr-4143	44	17	future	future	NOUN
framr-4143	44	18	of	of	ADP
framr-4143	44	19	efficiency	efficiency	NOUN
framr-4143	44	20	and	and	CCONJ
framr-4143	44	21	transformation	transformation	NOUN
framr-4143	44	22	.	.	PUNCT
framr-4143	45	1	along	along	ADP
framr-4143	45	2	with	with	ADP
framr-4143	45	3	the	the	DET
framr-4143	45	4	rise	rise	NOUN
framr-4143	45	5	of	of	ADP
framr-4143	45	6	new	new	ADJ
framr-4143	45	7	technologies	technology	NOUN
framr-4143	45	8	,	,	PUNCT
framr-4143	45	9	there	there	PRON
framr-4143	45	10	is	be	VERB
framr-4143	45	11	a	a	DET
framr-4143	45	12	greater	great	ADJ
framr-4143	45	13	focus	focus	NOUN
framr-4143	45	14	on	on	ADP
framr-4143	45	15	being	be	AUX
framr-4143	45	16	environmentally	environmentally	ADV
framr-4143	45	17	friendly	friendly	ADJ
framr-4143	45	18	.	.	PUNCT
framr-4143	46	1	to	to	PART
framr-4143	46	2	boost	boost	VERB
framr-4143	46	3	their	their	PRON
framr-4143	46	4	efficiency	efficiency	NOUN
framr-4143	46	5	,	,	PUNCT
framr-4143	46	6	innovation	innovation	NOUN
framr-4143	46	7	management	management	NOUN
framr-4143	46	8	,	,	PUNCT
framr-4143	46	9	and	and	CCONJ
framr-4143	46	10	corporate	corporate	ADJ
framr-4143	46	11	growth	growth	NOUN
framr-4143	46	12	,	,	PUNCT
framr-4143	46	13	businesses	business	NOUN
framr-4143	46	14	have	have	AUX
framr-4143	46	15	put	put	VERB
framr-4143	46	16	in	in	ADP
framr-4143	46	17	more	more	ADJ
framr-4143	46	18	effort	effort	NOUN
framr-4143	46	19	to	to	PART
framr-4143	46	20	become	become	VERB
framr-4143	46	21	more	more	ADV
framr-4143	46	22	sustainable	sustainable	ADJ
framr-4143	46	23	.	.	PUNCT
framr-4143	47	1	additionally	additionally	ADV
framr-4143	47	2	,	,	PUNCT
framr-4143	47	3	they	they	PRON
framr-4143	47	4	wanted	want	VERB
framr-4143	47	5	to	to	PART
framr-4143	47	6	improve	improve	VERB
framr-4143	47	7	their	their	PRON
framr-4143	47	8	position	position	NOUN
framr-4143	47	9	in	in	ADP
framr-4143	47	10	the	the	DET
framr-4143	47	11	marketplace	marketplace	NOUN
framr-4143	47	12	and	and	CCONJ
framr-4143	47	13	gain	gain	VERB
framr-4143	47	14	a	a	DET
framr-4143	47	15	significant	significant	ADJ
framr-4143	47	16	edge	edge	NOUN
framr-4143	47	17	over	over	ADP
framr-4143	47	18	their	their	PRON
framr-4143	47	19	competitors	competitor	NOUN
framr-4143	47	20	(	(	PUNCT
framr-4143	47	21	schmidt	schmidt	PROPN
framr-4143	47	22	&	&	CCONJ
framr-4143	47	23	wagner	wagner	PROPN
framr-4143	47	24	,	,	PUNCT
framr-4143	47	25	2019	2019	NUM
framr-4143	47	26	)	)	PUNCT
framr-4143	47	27	.	.	PUNCT
framr-4143	48	1	organizations	organization	NOUN
framr-4143	48	2	must	must	AUX
framr-4143	48	3	be	be	AUX
framr-4143	48	4	equipped	equip	VERB
framr-4143	48	5	to	to	PART
framr-4143	48	6	confront	confront	VERB
framr-4143	48	7	the	the	DET
framr-4143	48	8	obstacles	obstacle	NOUN
framr-4143	48	9	and	and	CCONJ
framr-4143	48	10	opportunities	opportunity	NOUN
framr-4143	48	11	that	that	PRON
framr-4143	48	12	these	these	DET
framr-4143	48	13	emergent	emergent	ADJ
framr-4143	48	14	technologies	technology	NOUN
framr-4143	48	15	present	present	ADJ
framr-4143	48	16	as	as	SCONJ
framr-4143	48	17	supply	supply	NOUN
framr-4143	48	18	chains	chain	NOUN
framr-4143	48	19	become	become	AUX
framr-4143	48	20	increasingly	increasingly	ADV
framr-4143	48	21	digitized	digitize	VERB
framr-4143	48	22	.	.	PUNCT
framr-4143	49	1	the	the	DET
framr-4143	49	2	adoption	adoption	NOUN
framr-4143	49	3	of	of	ADP
framr-4143	49	4	a	a	DET
framr-4143	49	5	digital	digital	ADJ
framr-4143	49	6	transformation	transformation	NOUN
framr-4143	49	7	paradigm	paradigm	NOUN
framr-4143	49	8	is	be	AUX
framr-4143	49	9	not	not	PART
framr-4143	49	10	only	only	ADV
framr-4143	49	11	essential	essential	ADJ
framr-4143	49	12	but	but	CCONJ
framr-4143	49	13	also	also	ADV
framr-4143	49	14	mandatory	mandatory	ADJ
framr-4143	49	15	,	,	PUNCT
framr-4143	49	16	as	as	SCONJ
framr-4143	49	17	it	it	PRON
framr-4143	49	18	enables	enable	VERB
framr-4143	49	19	organizations	organization	NOUN
framr-4143	49	20	to	to	PART
framr-4143	49	21	remain	remain	VERB
framr-4143	49	22	agile	agile	ADJ
framr-4143	49	23	and	and	CCONJ
framr-4143	49	24	responsive	responsive	ADJ
framr-4143	49	25	in	in	ADP
framr-4143	49	26	the	the	DET
framr-4143	49	27	presence	presence	NOUN
framr-4143	49	28	of	of	ADP
framr-4143	49	29	market	market	NOUN
framr-4143	49	30	challenges	challenge	NOUN
framr-4143	49	31	(	(	PUNCT
framr-4143	49	32	hartley	hartley	PROPN
framr-4143	49	33	&	&	CCONJ
framr-4143	49	34	sawaya	sawaya	PROPN
framr-4143	49	35	,	,	PUNCT
framr-4143	49	36	2019	2019	NUM
framr-4143	49	37	)	)	PUNCT
framr-4143	49	38	.	.	PUNCT
framr-4143	50	1	digitally	digitally	ADV
framr-4143	50	2	driven	drive	VERB
framr-4143	50	3	organizations	organization	NOUN
framr-4143	50	4	have	have	AUX
framr-4143	50	5	transcended	transcend	VERB
framr-4143	50	6	many	many	ADJ
framr-4143	50	7	conventional	conventional	ADJ
framr-4143	50	8	supply	supply	NOUN
framr-4143	50	9	chains	chain	NOUN
framr-4143	50	10	(	(	PUNCT
framr-4143	50	11	verhoef	verhoef	NOUN
framr-4143	50	12	et	et	NOUN
framr-4143	50	13	al	al	PROPN
framr-4143	50	14	.	.	PROPN
framr-4143	50	15	,	,	PUNCT
framr-4143	50	16	2021	2021	NUM
framr-4143	50	17	)	)	PUNCT
framr-4143	50	18	.	.	PUNCT
framr-4143	51	1	supply	supply	NOUN
framr-4143	51	2	chains	chain	NOUN
framr-4143	51	3	were	be	AUX
framr-4143	51	4	changed	change	VERB
framr-4143	51	5	after	after	SCONJ
framr-4143	51	6	covid19	covid19	NOUN
framr-4143	51	7	broke	break	VERB
framr-4143	51	8	out	out	ADP
framr-4143	51	9	,	,	PUNCT
framr-4143	51	10	which	which	PRON
framr-4143	51	11	affected	affect	VERB
framr-4143	51	12	the	the	DET
framr-4143	51	13	whole	whole	ADJ
framr-4143	51	14	world	world	NOUN
framr-4143	51	15	.	.	PUNCT
framr-4143	52	1	during	during	ADP
framr-4143	52	2	this	this	DET
framr-4143	52	3	circumstance	circumstance	NOUN
framr-4143	52	4	,	,	PUNCT
framr-4143	52	5	companies	company	NOUN
framr-4143	52	6	with	with	ADP
framr-4143	52	7	more	more	ADV
framr-4143	52	8	resilient	resilient	ADJ
framr-4143	52	9	supply	supply	NOUN
framr-4143	52	10	chains	chain	NOUN
framr-4143	52	11	had	have	VERB
framr-4143	52	12	a	a	DET
framr-4143	52	13	more	more	ADV
framr-4143	52	14	significant	significant	ADJ
framr-4143	52	15	edge	edge	NOUN
framr-4143	52	16	over	over	ADP
framr-4143	52	17	their	their	PRON
framr-4143	52	18	competitors	competitor	NOUN
framr-4143	52	19	(	(	PUNCT
framr-4143	52	20	li	li	PROPN
framr-4143	52	21	,	,	PUNCT
framr-4143	52	22	zhang	zhang	PROPN
framr-4143	52	23	,	,	PUNCT
framr-4143	52	24	&	&	CCONJ
framr-4143	52	25	liu	liu	PROPN
framr-4143	52	26	,	,	PUNCT
framr-4143	52	27	2022	2022	NUM
framr-4143	52	28	;	;	PUNCT
framr-4143	52	29	sarkis	sarkis	PROPN
framr-4143	52	30	,	,	PUNCT
framr-4143	52	31	2020	2020	NUM
framr-4143	52	32	)	)	PUNCT
framr-4143	52	33	.	.	PUNCT
framr-4143	53	1	prior	prior	ADJ
framr-4143	53	2	studies	study	NOUN
framr-4143	53	3	examined	examine	VERB
framr-4143	53	4	the	the	DET
framr-4143	53	5	impact	impact	NOUN
framr-4143	53	6	of	of	ADP
framr-4143	53	7	digital	digital	ADJ
framr-4143	53	8	transformation	transformation	NOUN
framr-4143	53	9	on	on	ADP
framr-4143	53	10	supply	supply	NOUN
framr-4143	53	11	chain	chain	NOUN
framr-4143	53	12	management	management	NOUN
framr-4143	53	13	.	.	PUNCT
framr-4143	54	1	lerman	lerman	PROPN
framr-4143	54	2	,	,	PUNCT
framr-4143	54	3	smith	smith	PROPN
framr-4143	54	4	,	,	PUNCT
framr-4143	54	5	and	and	CCONJ
framr-4143	54	6	zhang	zhang	PROPN
framr-4143	54	7	(	(	PUNCT
framr-4143	54	8	2024	2024	NUM
framr-4143	54	9	)	)	PUNCT
framr-4143	54	10	investigated	investigate	VERB
framr-4143	54	11	how	how	SCONJ
framr-4143	54	12	digital	digital	ADJ
framr-4143	54	13	transformation	transformation	NOUN
framr-4143	54	14	in	in	ADP
framr-4143	54	15	supply	supply	NOUN
framr-4143	54	16	chains	chain	NOUN
framr-4143	54	17	supports	support	VERB
framr-4143	54	18	firms	firm	NOUN
framr-4143	54	19	'	'	PART
framr-4143	54	20	social	social	ADJ
framr-4143	54	21	and	and	CCONJ
framr-4143	54	22	economic	economic	ADJ
framr-4143	54	23	performance	performance	NOUN
framr-4143	54	24	in	in	ADP
framr-4143	54	25	emerging	emerge	VERB
framr-4143	54	26	markets	market	NOUN
framr-4143	54	27	.	.	PUNCT
framr-4143	55	1	akbari	akbari	PROPN
framr-4143	55	2	,	,	PUNCT
framr-4143	55	3	nguyen	nguyen	NOUN
framr-4143	55	4	,	,	PUNCT
framr-4143	55	5	and	and	CCONJ
framr-4143	55	6	le	le	X
framr-4143	55	7	(	(	PUNCT
framr-4143	55	8	2024	2024	NUM
framr-4143	55	9	)	)	PUNCT
framr-4143	55	10	showed	show	VERB
framr-4143	55	11	how	how	SCONJ
framr-4143	55	12	digital	digital	ADJ
framr-4143	55	13	technologies	technology	NOUN
framr-4143	55	14	are	be	AUX
framr-4143	55	15	changing	change	VERB
framr-4143	55	16	the	the	DET
framr-4143	55	17	supply	supply	NOUN
framr-4143	55	18	chain	chain	NOUN
framr-4143	55	19	landscape	landscape	NOUN
framr-4143	55	20	in	in	ADP
framr-4143	55	21	vietnam	vietnam	PROPN
framr-4143	55	22	by	by	ADP
framr-4143	55	23	embracing	embrace	VERB
framr-4143	55	24	industry	industry	NOUN
framr-4143	55	25	4.0	4.0	NUM
framr-4143	55	26	technologies	technology	NOUN
framr-4143	55	27	.	.	PUNCT
framr-4143	56	1	the	the	DET
framr-4143	56	2	adoption	adoption	NOUN
framr-4143	56	3	of	of	ADP
framr-4143	56	4	specific	specific	ADJ
framr-4143	56	5	technologies	technology	NOUN
framr-4143	56	6	and	and	CCONJ
framr-4143	56	7	the	the	DET
framr-4143	56	8	relationship	relationship	NOUN
framr-4143	56	9	between	between	ADP
framr-4143	56	10	sustainable	sustainable	ADJ
framr-4143	56	11	supply	supply	NOUN
framr-4143	56	12	chain	chain	NOUN
framr-4143	56	13	management	management	NOUN
framr-4143	56	14	and	and	CCONJ
framr-4143	56	15	digital	digital	ADJ
framr-4143	56	16	transformation	transformation	NOUN
framr-4143	56	17	were	be	AUX
framr-4143	56	18	examined	examine	VERB
framr-4143	56	19	by	by	ADP
framr-4143	56	20	stroumpoulis	stroumpoulis	PROPN
framr-4143	56	21	and	and	CCONJ
framr-4143	56	22	kopanaki	kopanaki	PROPN
framr-4143	56	23	(	(	PUNCT
framr-4143	56	24	2022	2022	NUM
framr-4143	56	25	)	)	PUNCT
framr-4143	56	26	and	and	CCONJ
framr-4143	56	27	a	a	DET
framr-4143	56	28	conceptual	conceptual	ADJ
framr-4143	56	29	framework	framework	NOUN
framr-4143	56	30	was	be	AUX
framr-4143	56	31	developed	develop	VERB
framr-4143	56	32	to	to	PART
framr-4143	56	33	better	well	ADV
framr-4143	56	34	explain	explain	VERB
framr-4143	56	35	how	how	SCONJ
framr-4143	56	36	the	the	DET
framr-4143	56	37	combination	combination	NOUN
framr-4143	56	38	could	could	AUX
framr-4143	56	39	result	result	VERB
framr-4143	56	40	in	in	ADP
framr-4143	56	41	the	the	DET
framr-4143	56	42	development	development	NOUN
framr-4143	56	43	of	of	ADP
framr-4143	56	44	sustainable	sustainable	ADJ
framr-4143	56	45	performances	performance	NOUN
framr-4143	56	46	.	.	PUNCT
framr-4143	57	1	almulhim	almulhim	PROPN
framr-4143	57	2	(	(	PUNCT
framr-4143	57	3	2021	2021	NUM
framr-4143	57	4	)	)	PUNCT
framr-4143	57	5	looked	look	VERB
framr-4143	57	6	into	into	ADP
framr-4143	57	7	how	how	SCONJ
framr-4143	57	8	smart	smart	ADJ
framr-4143	57	9	technologies	technology	NOUN
framr-4143	57	10	are	be	AUX
framr-4143	57	11	an	an	DET
framr-4143	57	12	important	important	ADJ
framr-4143	57	13	part	part	NOUN
framr-4143	57	14	of	of	ADP
framr-4143	57	15	building	build	VERB
framr-4143	57	16	the	the	DET
framr-4143	57	17	link	link	NOUN
framr-4143	57	18	between	between	ADP
framr-4143	57	19	digital	digital	ADJ
framr-4143	57	20	transformation	transformation	NOUN
framr-4143	57	21	and	and	CCONJ
framr-4143	57	22	firm	firm	ADJ
framr-4143	57	23	performance	performance	NOUN
framr-4143	57	24	.	.	PUNCT
framr-4143	58	1	despite	despite	SCONJ
framr-4143	58	2	digital	digital	ADJ
framr-4143	58	3	transformation	transformation	NOUN
framr-4143	58	4	's	's	PART
framr-4143	58	5	evident	evident	ADJ
framr-4143	58	6	and	and	CCONJ
framr-4143	58	7	substantial	substantial	ADJ
framr-4143	58	8	impact	impact	NOUN
framr-4143	58	9	on	on	ADP
framr-4143	58	10	companies	company	NOUN
framr-4143	58	11	,	,	PUNCT
framr-4143	58	12	these	these	DET
framr-4143	58	13	advancements	advancement	NOUN
framr-4143	58	14	have	have	AUX
framr-4143	58	15	received	receive	VERB
framr-4143	58	16	relatively	relatively	ADV
framr-4143	58	17	little	little	ADJ
framr-4143	58	18	academic	academic	ADJ
framr-4143	58	19	attention	attention	NOUN
framr-4143	58	20	.	.	PUNCT
framr-4143	59	1	in	in	ADP
framr-4143	59	2	recent	recent	ADJ
framr-4143	59	3	years	year	NOUN
framr-4143	59	4	,	,	PUNCT
framr-4143	59	5	scholars	scholar	NOUN
framr-4143	59	6	have	have	AUX
framr-4143	59	7	only	only	ADV
framr-4143	59	8	recently	recently	ADV
framr-4143	59	9	begun	begin	VERB
framr-4143	59	10	investigating	investigate	VERB
framr-4143	59	11	the	the	DET
framr-4143	59	12	domains	domain	NOUN
framr-4143	59	13	of	of	ADP
framr-4143	59	14	digitization	digitization	NOUN
framr-4143	59	15	,	,	PUNCT
framr-4143	59	16	digitalization	digitalization	NOUN
framr-4143	59	17	,	,	PUNCT
framr-4143	59	18	and	and	CCONJ
framr-4143	59	19	digital	digital	ADJ
framr-4143	59	20	transformation	transformation	NOUN
framr-4143	59	21	(	(	PUNCT
framr-4143	59	22	gao	gao	PROPN
framr-4143	59	23	,	,	PUNCT
framr-4143	59	24	li	li	PROPN
framr-4143	59	25	,	,	PUNCT
framr-4143	59	26	&	&	CCONJ
framr-4143	59	27	wang	wang	PROPN
framr-4143	59	28	,	,	PUNCT
framr-4143	59	29	2022	2022	NUM
framr-4143	59	30	)	)	PUNCT
framr-4143	59	31	.	.	PUNCT
framr-4143	60	1	therefore	therefore	ADV
framr-4143	60	2	,	,	PUNCT
framr-4143	60	3	an	an	DET
framr-4143	60	4	analysis	analysis	NOUN
framr-4143	60	5	of	of	ADP
framr-4143	60	6	the	the	DET
framr-4143	60	7	existing	exist	VERB
framr-4143	60	8	research	research	NOUN
framr-4143	60	9	showed	show	VERB
framr-4143	60	10	a	a	DET
framr-4143	60	11	significant	significant	ADJ
framr-4143	60	12	gap	gap	NOUN
framr-4143	60	13	that	that	PRON
framr-4143	60	14	looked	look	VERB
framr-4143	60	15	at	at	ADP
framr-4143	60	16	the	the	DET
framr-4143	60	17	interaction	interaction	NOUN
framr-4143	60	18	between	between	ADP
framr-4143	60	19	emerging	emerge	VERB
framr-4143	60	20	technologies	technology	NOUN
framr-4143	60	21	and	and	CCONJ
framr-4143	60	22	digital	digital	ADJ
framr-4143	60	23	transformation	transformation	NOUN
framr-4143	60	24	in	in	ADP
framr-4143	60	25	the	the	DET
framr-4143	60	26	supply	supply	NOUN
framr-4143	60	27	chain	chain	NOUN
framr-4143	60	28	context	context	NOUN
framr-4143	60	29	.	.	PUNCT
framr-4143	61	1	thus	thus	ADV
framr-4143	61	2	,	,	PUNCT
framr-4143	61	3	an	an	DET
framr-4143	61	4	in	in	ADP
framr-4143	61	5	-	-	PUNCT
framr-4143	61	6	depth	depth	NOUN
framr-4143	61	7	study	study	NOUN
framr-4143	61	8	is	be	AUX
framr-4143	61	9	needed	need	VERB
framr-4143	61	10	to	to	PART
framr-4143	61	11	clearly	clearly	ADV
framr-4143	61	12	show	show	VERB
framr-4143	61	13	how	how	SCONJ
framr-4143	61	14	important	important	ADJ
framr-4143	61	15	new	new	ADJ
framr-4143	61	16	technologies	technology	NOUN
framr-4143	61	17	are	be	AUX
framr-4143	61	18	in	in	ADP
framr-4143	61	19	bringing	bring	VERB
framr-4143	61	20	automation	automation	NOUN
framr-4143	61	21	to	to	PART
framr-4143	61	22	supply	supply	VERB
framr-4143	61	23	chain	chain	NOUN
framr-4143	61	24	activities	activity	NOUN
framr-4143	61	25	.	.	PUNCT
framr-4143	62	1	therefore	therefore	ADV
framr-4143	62	2	,	,	PUNCT
framr-4143	62	3	to	to	PART
framr-4143	62	4	address	address	VERB
framr-4143	62	5	this	this	DET
framr-4143	62	6	need	need	NOUN
framr-4143	62	7	,	,	PUNCT
framr-4143	62	8	this	this	DET
framr-4143	62	9	study	study	NOUN
framr-4143	62	10	aims	aim	VERB
framr-4143	62	11	to	to	PART
framr-4143	62	12	give	give	VERB
framr-4143	62	13	an	an	DET
framr-4143	62	14	in	in	ADP
framr-4143	62	15	-	-	PUNCT
framr-4143	62	16	depth	depth	NOUN
framr-4143	62	17	understanding	understanding	NOUN
framr-4143	62	18	of	of	ADP
framr-4143	62	19	these	these	DET
framr-4143	62	20	technological	technological	ADJ
framr-4143	62	21	advances	advance	NOUN
framr-4143	62	22	,	,	PUNCT
framr-4143	62	23	how	how	SCONJ
framr-4143	62	24	they	they	PRON
framr-4143	62	25	can	can	AUX
framr-4143	62	26	be	be	AUX
framr-4143	62	27	implemented	implement	VERB
framr-4143	62	28	,	,	PUNCT
framr-4143	62	29	and	and	CCONJ
framr-4143	62	30	how	how	SCONJ
framr-4143	62	31	they	they	PRON
framr-4143	62	32	influence	influence	VERB
framr-4143	62	33	the	the	DET
framr-4143	62	34	digital	digital	ADJ
framr-4143	62	35	transformation	transformation	NOUN
framr-4143	62	36	of	of	ADP
framr-4143	62	37	the	the	DET
framr-4143	62	38	supply	supply	NOUN
framr-4143	62	39	chain	chain	NOUN
framr-4143	62	40	.	.	PUNCT
framr-4143	63	1	thus	thus	ADV
framr-4143	63	2	,	,	PUNCT
framr-4143	63	3	this	this	DET
framr-4143	63	4	study	study	NOUN
framr-4143	63	5	provides	provide	VERB
framr-4143	63	6	insight	insight	NOUN
framr-4143	63	7	into	into	ADP
framr-4143	63	8	the	the	DET
framr-4143	63	9	role	role	NOUN
framr-4143	63	10	of	of	ADP
framr-4143	63	11	new	new	ADJ
framr-4143	63	12	technologies	technology	NOUN
framr-4143	63	13	(	(	PUNCT
framr-4143	63	14	ai	ai	PROPN
framr-4143	63	15	,	,	PUNCT
framr-4143	63	16	iot	iot	PROPN
framr-4143	63	17	,	,	PUNCT
framr-4143	63	18	bc	bc	PROPN
framr-4143	63	19	,	,	PUNCT
framr-4143	63	20	bi	bi	NOUN
framr-4143	63	21	)	)	PUNCT
framr-4143	63	22	in	in	ADP
framr-4143	63	23	supply	supply	NOUN
framr-4143	63	24	chain	chain	NOUN
framr-4143	63	25	digitalization	digitalization	NOUN
framr-4143	63	26	and	and	CCONJ
framr-4143	63	27	identifies	identify	VERB
framr-4143	63	28	the	the	DET
framr-4143	63	29	challenges	challenge	NOUN
framr-4143	63	30	financial	financial	ADJ
framr-4143	63	31	risk	risk	NOUN
framr-4143	63	32	and	and	CCONJ
framr-4143	63	33	management	management	NOUN
framr-4143	63	34	reviews	review	NOUN
framr-4143	63	35	,	,	PUNCT
framr-4143	63	36	2025	2025	NUM
framr-4143	63	37	,	,	PUNCT
framr-4143	63	38	11(1	11(1	NUM
framr-4143	63	39	):	):	PUNCT
framr-4143	63	40	72	72	NUM
framr-4143	63	41	-	-	SYM
framr-4143	63	42	102	102	NUM
framr-4143	63	43	74	74	NUM
framr-4143	63	44	©	©	PROPN
framr-4143	63	45	2025	2025	NUM
framr-4143	63	46	conscientia	conscientia	PROPN
framr-4143	63	47	beam	beam	PROPN
framr-4143	63	48	.	.	PUNCT
framr-4143	64	1	all	all	DET
framr-4143	64	2	rights	right	NOUN
framr-4143	64	3	reserved	reserve	VERB
framr-4143	64	4	.	.	PUNCT
framr-4143	65	1	that	that	SCONJ
framr-4143	65	2	companies	company	NOUN
framr-4143	65	3	must	must	AUX
framr-4143	65	4	confront	confront	VERB
framr-4143	65	5	.	.	PUNCT
framr-4143	66	1	it	it	PRON
framr-4143	66	2	helps	help	VERB
framr-4143	66	3	academics	academic	NOUN
framr-4143	66	4	and	and	CCONJ
framr-4143	66	5	practitioners	practitioner	NOUN
framr-4143	66	6	grasp	grasp	VERB
framr-4143	66	7	the	the	DET
framr-4143	66	8	potential	potential	NOUN
framr-4143	66	9	of	of	ADP
framr-4143	66	10	digitization	digitization	NOUN
framr-4143	66	11	for	for	ADP
framr-4143	66	12	firms	firm	NOUN
framr-4143	66	13	and	and	CCONJ
framr-4143	66	14	management	management	NOUN
framr-4143	66	15	in	in	ADP
framr-4143	66	16	supply	supply	NOUN
framr-4143	66	17	chains	chain	NOUN
framr-4143	66	18	.	.	PUNCT
framr-4143	67	1	thus	thus	ADV
framr-4143	67	2	,	,	PUNCT
framr-4143	67	3	the	the	DET
framr-4143	67	4	study	study	NOUN
framr-4143	67	5	can	can	AUX
framr-4143	67	6	serve	serve	VERB
framr-4143	67	7	as	as	ADP
framr-4143	67	8	a	a	DET
framr-4143	67	9	foundation	foundation	NOUN
framr-4143	67	10	for	for	ADP
framr-4143	67	11	using	use	VERB
framr-4143	67	12	and	and	CCONJ
framr-4143	67	13	analyzing	analyze	VERB
framr-4143	67	14	emerging	emerge	VERB
framr-4143	67	15	technologies	technology	NOUN
framr-4143	67	16	and	and	CCONJ
framr-4143	67	17	future	future	ADJ
framr-4143	67	18	research	research	NOUN
framr-4143	67	19	.	.	PUNCT
framr-4143	68	1	this	this	DET
framr-4143	68	2	paper	paper	NOUN
framr-4143	68	3	is	be	AUX
framr-4143	68	4	organized	organize	VERB
framr-4143	68	5	as	as	SCONJ
framr-4143	68	6	follows	follow	VERB
framr-4143	68	7	.	.	PUNCT
framr-4143	69	1	the	the	DET
framr-4143	69	2	current	current	ADJ
framr-4143	69	3	discourse	discourse	NOUN
framr-4143	69	4	regarding	regard	VERB
framr-4143	69	5	emerging	emerge	VERB
framr-4143	69	6	technologies	technology	NOUN
framr-4143	69	7	that	that	PRON
framr-4143	69	8	are	be	AUX
framr-4143	69	9	presently	presently	ADV
framr-4143	69	10	in	in	ADP
framr-4143	69	11	use	use	NOUN
framr-4143	69	12	is	be	AUX
framr-4143	69	13	reviewed	review	VERB
framr-4143	69	14	in	in	ADP
framr-4143	69	15	section	section	NOUN
framr-4143	69	16	2	2	NUM
framr-4143	69	17	.	.	PUNCT
framr-4143	70	1	the	the	DET
framr-4143	70	2	application	application	NOUN
framr-4143	70	3	of	of	ADP
framr-4143	70	4	these	these	DET
framr-4143	70	5	technologies	technology	NOUN
framr-4143	70	6	in	in	ADP
framr-4143	70	7	supply	supply	NOUN
framr-4143	70	8	chain	chain	NOUN
framr-4143	70	9	management	management	NOUN
framr-4143	70	10	is	be	AUX
framr-4143	70	11	discussed	discuss	VERB
framr-4143	70	12	in	in	ADP
framr-4143	70	13	section	section	NOUN
framr-4143	70	14	3	3	NUM
framr-4143	70	15	,	,	PUNCT
framr-4143	70	16	while	while	SCONJ
framr-4143	70	17	the	the	DET
framr-4143	70	18	benefits	benefit	NOUN
framr-4143	70	19	of	of	ADP
framr-4143	70	20	incorporating	incorporate	VERB
framr-4143	70	21	them	they	PRON
framr-4143	70	22	into	into	ADP
framr-4143	70	23	supply	supply	NOUN
framr-4143	70	24	chain	chain	NOUN
framr-4143	70	25	management	management	NOUN
framr-4143	70	26	are	be	AUX
framr-4143	70	27	presented	present	VERB
framr-4143	70	28	in	in	ADP
framr-4143	70	29	section	section	NOUN
framr-4143	70	30	4	4	NUM
framr-4143	70	31	.	.	PUNCT
framr-4143	71	1	in	in	ADP
framr-4143	71	2	section	section	NOUN
framr-4143	71	3	5	5	NUM
framr-4143	71	4	,	,	PUNCT
framr-4143	71	5	several	several	ADJ
framr-4143	71	6	successful	successful	ADJ
framr-4143	71	7	case	case	NOUN
framr-4143	71	8	studies	study	NOUN
framr-4143	71	9	are	be	AUX
framr-4143	71	10	presented	present	VERB
framr-4143	71	11	and	and	CCONJ
framr-4143	71	12	discussed	discuss	VERB
framr-4143	71	13	.	.	PUNCT
framr-4143	72	1	section	section	NOUN
framr-4143	72	2	6	6	NUM
framr-4143	72	3	concludes	conclude	VERB
framr-4143	72	4	by	by	ADP
framr-4143	72	5	emphasizing	emphasize	VERB
framr-4143	72	6	the	the	DET
framr-4143	72	7	implications	implication	NOUN
framr-4143	72	8	and	and	CCONJ
framr-4143	72	9	opportunities	opportunity	NOUN
framr-4143	72	10	for	for	ADP
framr-4143	72	11	future	future	ADJ
framr-4143	72	12	research	research	NOUN
framr-4143	72	13	and	and	CCONJ
framr-4143	72	14	some	some	PRON
framr-4143	72	15	of	of	ADP
framr-4143	72	16	the	the	DET
framr-4143	72	17	study	study	NOUN
framr-4143	72	18	's	's	PART
framr-4143	72	19	limitations	limitation	NOUN
framr-4143	72	20	.	.	PUNCT
framr-4143	73	1	2	2	X
framr-4143	73	2	.	.	X
framr-4143	73	3	emerging	emerge	VERB
framr-4143	73	4	technologies	technology	NOUN
framr-4143	73	5	industry	industry	NOUN
framr-4143	73	6	4.0	4.0	NUM
framr-4143	73	7	has	have	AUX
framr-4143	73	8	fostered	foster	VERB
framr-4143	73	9	the	the	DET
framr-4143	73	10	development	development	NOUN
framr-4143	73	11	of	of	ADP
framr-4143	73	12	innovative	innovative	ADJ
framr-4143	73	13	technologies	technology	NOUN
framr-4143	73	14	that	that	PRON
framr-4143	73	15	have	have	AUX
framr-4143	73	16	created	create	VERB
framr-4143	73	17	novel	novel	ADJ
framr-4143	73	18	potential	potential	NOUN
framr-4143	73	19	for	for	ADP
framr-4143	73	20	business	business	NOUN
framr-4143	73	21	growth	growth	NOUN
framr-4143	73	22	.	.	PUNCT
framr-4143	74	1	supply	supply	NOUN
framr-4143	74	2	chains	chain	NOUN
framr-4143	74	3	are	be	AUX
framr-4143	74	4	altered	alter	VERB
framr-4143	74	5	by	by	ADP
framr-4143	74	6	these	these	DET
framr-4143	74	7	technologies	technology	NOUN
framr-4143	74	8	,	,	PUNCT
framr-4143	74	9	which	which	PRON
framr-4143	74	10	accelerate	accelerate	VERB
framr-4143	74	11	the	the	DET
framr-4143	74	12	development	development	NOUN
framr-4143	74	13	of	of	ADP
framr-4143	74	14	unique	unique	ADJ
framr-4143	74	15	valuegenerating	valuegenerating	NOUN
framr-4143	74	16	methods	method	NOUN
framr-4143	74	17	(	(	PUNCT
framr-4143	74	18	arenkov	arenkov	PROPN
framr-4143	74	19	,	,	PUNCT
framr-4143	74	20	ivanov	ivanov	PROPN
framr-4143	74	21	,	,	PUNCT
framr-4143	74	22	&	&	CCONJ
framr-4143	74	23	pavlov	pavlov	PROPN
framr-4143	74	24	,	,	PUNCT
framr-4143	74	25	2019	2019	NUM
framr-4143	74	26	)	)	PUNCT
framr-4143	74	27	.	.	PUNCT
framr-4143	75	1	this	this	DET
framr-4143	75	2	section	section	NOUN
framr-4143	75	3	highlights	highlight	VERB
framr-4143	75	4	some	some	DET
framr-4143	75	5	such	such	ADJ
framr-4143	75	6	emerging	emerge	VERB
framr-4143	75	7	technologies	technology	NOUN
framr-4143	75	8	.	.	PUNCT
framr-4143	76	1	2.1	2.1	NUM
framr-4143	76	2	.	.	PUNCT
framr-4143	76	3	artificial	artificial	ADJ
framr-4143	76	4	intelligence	intelligence	NOUN
framr-4143	76	5	(	(	PUNCT
framr-4143	76	6	ai	ai	NOUN
framr-4143	76	7	)	)	PUNCT
framr-4143	76	8	numerous	numerous	ADJ
framr-4143	76	9	sectors	sector	NOUN
framr-4143	76	10	have	have	AUX
framr-4143	76	11	recently	recently	ADV
framr-4143	76	12	shown	show	VERB
framr-4143	76	13	a	a	DET
framr-4143	76	14	growing	grow	VERB
framr-4143	76	15	interest	interest	NOUN
framr-4143	76	16	in	in	ADP
framr-4143	76	17	the	the	DET
framr-4143	76	18	potential	potential	ADJ
framr-4143	76	19	applications	application	NOUN
framr-4143	76	20	of	of	ADP
framr-4143	76	21	artificial	artificial	ADJ
framr-4143	76	22	intelligence	intelligence	NOUN
framr-4143	76	23	(	(	PUNCT
framr-4143	76	24	ai	ai	NOUN
framr-4143	76	25	)	)	PUNCT
framr-4143	76	26	technology	technology	NOUN
framr-4143	76	27	(	(	PUNCT
framr-4143	76	28	dubey	dubey	PROPN
framr-4143	76	29	,	,	PUNCT
framr-4143	76	30	gunasekaran	gunasekaran	NOUN
framr-4143	76	31	,	,	PUNCT
framr-4143	76	32	&	&	CCONJ
framr-4143	76	33	childe	childe	PROPN
framr-4143	76	34	,	,	PUNCT
framr-4143	76	35	2020	2020	NUM
framr-4143	76	36	)	)	PUNCT
framr-4143	76	37	.	.	PUNCT
framr-4143	77	1	artificial	artificial	ADJ
framr-4143	77	2	intelligence	intelligence	NOUN
framr-4143	77	3	(	(	PUNCT
framr-4143	77	4	ai	ai	NOUN
framr-4143	77	5	)	)	PUNCT
framr-4143	77	6	denotes	denote	VERB
framr-4143	77	7	the	the	DET
framr-4143	77	8	capacity	capacity	NOUN
framr-4143	77	9	of	of	ADP
framr-4143	77	10	machines	machine	NOUN
framr-4143	77	11	to	to	PART
framr-4143	77	12	acquire	acquire	VERB
framr-4143	77	13	knowledge	knowledge	NOUN
framr-4143	77	14	from	from	ADP
framr-4143	77	15	experience	experience	NOUN
framr-4143	77	16	and	and	CCONJ
framr-4143	77	17	make	make	VERB
framr-4143	77	18	decisions	decision	NOUN
framr-4143	77	19	similar	similar	ADJ
framr-4143	77	20	to	to	ADP
framr-4143	77	21	human	human	ADJ
framr-4143	77	22	intelligence	intelligence	NOUN
framr-4143	77	23	(	(	PUNCT
framr-4143	77	24	duan	duan	PROPN
framr-4143	77	25	,	,	PUNCT
framr-4143	77	26	edwards	edwards	PROPN
framr-4143	77	27	,	,	PUNCT
framr-4143	77	28	&	&	CCONJ
framr-4143	77	29	dwivedi	dwivedi	PROPN
framr-4143	77	30	,	,	PUNCT
framr-4143	77	31	2019	2019	NUM
framr-4143	77	32	)	)	PUNCT
framr-4143	77	33	.	.	PUNCT
framr-4143	78	1	rapid	rapid	ADJ
framr-4143	78	2	advancements	advancement	NOUN
framr-4143	78	3	and	and	CCONJ
framr-4143	78	4	increased	increase	VERB
framr-4143	78	5	attention	attention	NOUN
framr-4143	78	6	to	to	AUX
framr-4143	78	7	ai	ai	VERB
framr-4143	78	8	began	begin	VERB
framr-4143	78	9	in	in	ADP
framr-4143	78	10	the	the	DET
framr-4143	78	11	early	early	ADJ
framr-4143	78	12	2000s	2000s	NUM
framr-4143	78	13	,	,	PUNCT
framr-4143	78	14	and	and	CCONJ
framr-4143	78	15	the	the	DET
framr-4143	78	16	field	field	NOUN
framr-4143	78	17	has	have	AUX
framr-4143	78	18	since	since	ADV
framr-4143	78	19	been	be	AUX
framr-4143	78	20	reconsidered	reconsider	VERB
framr-4143	78	21	in	in	ADP
framr-4143	78	22	both	both	DET
framr-4143	78	23	research	research	NOUN
framr-4143	78	24	and	and	CCONJ
framr-4143	78	25	practical	practical	ADJ
framr-4143	78	26	settings	setting	NOUN
framr-4143	78	27	(	(	PUNCT
framr-4143	78	28	helo	helo	PROPN
framr-4143	78	29	&	&	CCONJ
framr-4143	78	30	hao	hao	PROPN
framr-4143	78	31	,	,	PUNCT
framr-4143	78	32	2022	2022	NUM
framr-4143	78	33	)	)	PUNCT
framr-4143	78	34	.	.	PUNCT
framr-4143	79	1	recently	recently	ADV
framr-4143	79	2	,	,	PUNCT
framr-4143	79	3	ai	ai	AUX
framr-4143	79	4	has	have	AUX
framr-4143	79	5	been	be	AUX
framr-4143	79	6	growing	grow	VERB
framr-4143	79	7	and	and	CCONJ
framr-4143	79	8	becoming	become	VERB
framr-4143	79	9	more	more	ADV
framr-4143	79	10	and	and	CCONJ
framr-4143	79	11	more	more	ADV
framr-4143	79	12	popular	popular	ADJ
framr-4143	79	13	.	.	PUNCT
framr-4143	80	1	this	this	PRON
framr-4143	80	2	is	be	AUX
framr-4143	80	3	due	due	ADJ
framr-4143	80	4	to	to	ADP
framr-4143	80	5	several	several	ADJ
framr-4143	80	6	organizational	organizational	ADJ
framr-4143	80	7	and	and	CCONJ
framr-4143	80	8	environmental	environmental	ADJ
framr-4143	80	9	factors	factor	NOUN
framr-4143	80	10	,	,	PUNCT
framr-4143	80	11	such	such	ADJ
framr-4143	80	12	as	as	ADP
framr-4143	80	13	changing	change	VERB
framr-4143	80	14	customer	customer	NOUN
framr-4143	80	15	requirements	requirement	NOUN
framr-4143	80	16	,	,	PUNCT
framr-4143	80	17	fierce	fierce	ADJ
framr-4143	80	18	global	global	ADJ
framr-4143	80	19	competition	competition	NOUN
framr-4143	80	20	,	,	PUNCT
framr-4143	80	21	companies	company	NOUN
framr-4143	80	22	going	go	VERB
framr-4143	80	23	digital	digital	ADJ
framr-4143	80	24	overall	overall	ADJ
framr-4143	80	25	,	,	PUNCT
framr-4143	80	26	and	and	CCONJ
framr-4143	80	27	the	the	DET
framr-4143	80	28	fast	fast	ADV
framr-4143	80	29	-	-	PUNCT
framr-4143	80	30	paced	pace	VERB
framr-4143	80	31	evolution	evolution	NOUN
framr-4143	80	32	of	of	ADP
framr-4143	80	33	technology	technology	NOUN
framr-4143	80	34	(	(	PUNCT
framr-4143	80	35	dubey	dubey	PROPN
framr-4143	80	36	et	et	PROPN
framr-4143	80	37	al	al	PROPN
framr-4143	80	38	.	.	PROPN
framr-4143	80	39	,	,	PUNCT
framr-4143	80	40	2020	2020	NUM
framr-4143	80	41	)	)	PUNCT
framr-4143	80	42	.	.	PUNCT
framr-4143	81	1	ai	ai	PROPN
framr-4143	81	2	has	have	AUX
framr-4143	81	3	made	make	VERB
framr-4143	81	4	the	the	DET
framr-4143	81	5	most	most	ADV
framr-4143	81	6	essential	essential	ADJ
framr-4143	81	7	progress	progress	NOUN
framr-4143	81	8	in	in	ADP
framr-4143	81	9	information	information	NOUN
framr-4143	81	10	technology	technology	NOUN
framr-4143	81	11	through	through	ADP
framr-4143	81	12	its	its	PRON
framr-4143	81	13	unique	unique	ADJ
framr-4143	81	14	ability	ability	NOUN
framr-4143	81	15	to	to	PART
framr-4143	81	16	perceive	perceive	VERB
framr-4143	81	17	and	and	CCONJ
framr-4143	81	18	think	think	VERB
framr-4143	81	19	.	.	PUNCT
framr-4143	82	1	ai	ai	VERB
framr-4143	82	2	can	can	AUX
framr-4143	82	3	be	be	AUX
framr-4143	82	4	used	use	VERB
framr-4143	82	5	for	for	ADP
framr-4143	82	6	numerous	numerous	ADJ
framr-4143	82	7	purposes	purpose	NOUN
framr-4143	82	8	,	,	PUNCT
framr-4143	82	9	such	such	ADJ
framr-4143	82	10	as	as	ADP
framr-4143	82	11	computer	computer	NOUN
framr-4143	82	12	vision	vision	NOUN
framr-4143	82	13	,	,	PUNCT
framr-4143	82	14	speech	speech	NOUN
framr-4143	82	15	and	and	CCONJ
framr-4143	82	16	voice	voice	NOUN
framr-4143	82	17	recognition	recognition	NOUN
framr-4143	82	18	,	,	PUNCT
framr-4143	82	19	robotic	robotic	ADJ
framr-4143	82	20	process	process	NOUN
framr-4143	82	21	automation	automation	NOUN
framr-4143	82	22	,	,	PUNCT
framr-4143	82	23	machine	machine	NOUN
framr-4143	82	24	learning	learning	NOUN
framr-4143	82	25	,	,	PUNCT
framr-4143	82	26	and	and	CCONJ
framr-4143	82	27	deep	deep	ADJ
framr-4143	82	28	learning	learning	NOUN
framr-4143	82	29	(	(	PUNCT
framr-4143	82	30	sharma	sharma	PROPN
framr-4143	82	31	,	,	PUNCT
framr-4143	82	32	singh	singh	PROPN
framr-4143	82	33	,	,	PUNCT
framr-4143	82	34	&	&	CCONJ
framr-4143	82	35	gupta	gupta	PROPN
framr-4143	82	36	,	,	PUNCT
framr-4143	82	37	2022	2022	NUM
framr-4143	82	38	)	)	PUNCT
framr-4143	82	39	.	.	PUNCT
framr-4143	83	1	the	the	DET
framr-4143	83	2	covid-19	covid-19	PROPN
framr-4143	83	3	pandemic	pandemic	NOUN
framr-4143	83	4	demonstrated	demonstrate	VERB
framr-4143	83	5	the	the	DET
framr-4143	83	6	vulnerability	vulnerability	NOUN
framr-4143	83	7	of	of	ADP
framr-4143	83	8	global	global	ADJ
framr-4143	83	9	supply	supply	NOUN
framr-4143	83	10	chains	chain	NOUN
framr-4143	83	11	since	since	SCONJ
framr-4143	83	12	they	they	PRON
framr-4143	83	13	depend	depend	VERB
framr-4143	83	14	on	on	ADP
framr-4143	83	15	many	many	ADJ
framr-4143	83	16	suppliers	supplier	NOUN
framr-4143	83	17	in	in	ADP
framr-4143	83	18	different	different	ADJ
framr-4143	83	19	places	place	NOUN
framr-4143	83	20	and	and	CCONJ
framr-4143	83	21	have	have	VERB
framr-4143	83	22	longer	long	ADJ
framr-4143	83	23	physical	physical	ADJ
framr-4143	83	24	flows	flow	NOUN
framr-4143	83	25	.	.	PUNCT
framr-4143	84	1	as	as	ADP
framr-4143	84	2	a	a	DET
framr-4143	84	3	result	result	NOUN
framr-4143	84	4	,	,	PUNCT
framr-4143	84	5	stakeholders	stakeholder	NOUN
framr-4143	84	6	'	'	PART
framr-4143	84	7	needs	need	NOUN
framr-4143	84	8	for	for	ADP
framr-4143	84	9	resilience	resilience	NOUN
framr-4143	84	10	,	,	PUNCT
framr-4143	84	11	agility	agility	NOUN
framr-4143	84	12	,	,	PUNCT
framr-4143	84	13	and	and	CCONJ
framr-4143	84	14	flexibility	flexibility	NOUN
framr-4143	84	15	have	have	AUX
framr-4143	84	16	grown	grow	VERB
framr-4143	84	17	significantly	significantly	ADV
framr-4143	84	18	.	.	PUNCT
framr-4143	85	1	this	this	PRON
framr-4143	85	2	calls	call	VERB
framr-4143	85	3	for	for	ADP
framr-4143	85	4	supply	supply	NOUN
framr-4143	85	5	chain	chain	NOUN
framr-4143	85	6	management	management	NOUN
framr-4143	85	7	systems	system	NOUN
framr-4143	85	8	that	that	PRON
framr-4143	85	9	incorporate	incorporate	VERB
framr-4143	85	10	ai	ai	VERB
framr-4143	85	11	.	.	PUNCT
framr-4143	86	1	it	it	PRON
framr-4143	86	2	is	be	AUX
framr-4143	86	3	used	use	VERB
framr-4143	86	4	in	in	ADP
framr-4143	86	5	almost	almost	ADV
framr-4143	86	6	every	every	PRON
framr-4143	86	7	area	area	NOUN
framr-4143	86	8	of	of	ADP
framr-4143	86	9	supply	supply	NOUN
framr-4143	86	10	chain	chain	NOUN
framr-4143	86	11	decision	decision	NOUN
framr-4143	86	12	-	-	PUNCT
framr-4143	86	13	making	making	NOUN
framr-4143	86	14	.	.	PUNCT
framr-4143	87	1	for	for	ADP
framr-4143	87	2	example	example	NOUN
framr-4143	87	3	,	,	PUNCT
framr-4143	87	4	ai	ai	VERB
framr-4143	87	5	is	be	AUX
framr-4143	87	6	used	use	VERB
framr-4143	87	7	to	to	PART
framr-4143	87	8	predict	predict	VERB
framr-4143	87	9	supply	supply	NOUN
framr-4143	87	10	chain	chain	NOUN
framr-4143	87	11	risks	risk	NOUN
framr-4143	87	12	(	(	PUNCT
framr-4143	87	13	baryannis	baryannis	NOUN
framr-4143	87	14	,	,	PUNCT
framr-4143	87	15	validi	validi	NOUN
framr-4143	87	16	,	,	PUNCT
framr-4143	87	17	&	&	CCONJ
framr-4143	87	18	nivolianitou	nivolianitou	PROPN
framr-4143	87	19	,	,	PUNCT
framr-4143	87	20	2019	2019	NUM
framr-4143	87	21	)	)	PUNCT
framr-4143	87	22	to	to	PART
framr-4143	87	23	predict	predict	VERB
framr-4143	87	24	fashion	fashion	NOUN
framr-4143	87	25	trends	trend	NOUN
framr-4143	87	26	using	use	VERB
framr-4143	87	27	logistic	logistic	ADJ
framr-4143	87	28	regression	regression	NOUN
framr-4143	87	29	(	(	PUNCT
framr-4143	87	30	chakraborty	chakraborty	PROPN
framr-4143	87	31	,	,	PUNCT
framr-4143	87	32	choudhury	choudhury	PROPN
framr-4143	87	33	,	,	PUNCT
framr-4143	87	34	&	&	CCONJ
framr-4143	87	35	tiwari	tiwari	PROPN
framr-4143	87	36	,	,	PUNCT
framr-4143	87	37	2020	2020	NUM
framr-4143	87	38	)	)	PUNCT
framr-4143	87	39	to	to	PART
framr-4143	87	40	predict	predict	VERB
framr-4143	87	41	backorder	backorder	NOUN
framr-4143	87	42	scenarios	scenario	NOUN
framr-4143	87	43	in	in	ADP
framr-4143	87	44	the	the	DET
framr-4143	87	45	supply	supply	NOUN
framr-4143	87	46	chain	chain	NOUN
framr-4143	87	47	using	use	VERB
framr-4143	87	48	gradient	gradient	NOUN
framr-4143	87	49	-	-	PUNCT
framr-4143	87	50	boosting	boost	VERB
framr-4143	87	51	machine	machine	NOUN
framr-4143	87	52	-	-	PUNCT
framr-4143	87	53	learning	learn	VERB
framr-4143	87	54	techniques	technique	NOUN
framr-4143	87	55	(	(	PUNCT
framr-4143	87	56	islam	islam	PROPN
framr-4143	87	57	&	&	CCONJ
framr-4143	87	58	amin	amin	PROPN
framr-4143	87	59	,	,	PUNCT
framr-4143	87	60	2020	2020	NUM
framr-4143	87	61	)	)	PUNCT
framr-4143	87	62	to	to	PART
framr-4143	87	63	forecast	forecast	VERB
framr-4143	87	64	(	(	PUNCT
framr-4143	87	65	nguyen	nguyen	PROPN
framr-4143	87	66	,	,	PUNCT
framr-4143	87	67	phan	phan	PROPN
framr-4143	87	68	,	,	PUNCT
framr-4143	87	69	&	&	CCONJ
framr-4143	87	70	le	le	X
framr-4143	87	71	,	,	PUNCT
framr-4143	87	72	2021	2021	NUM
framr-4143	87	73	)	)	PUNCT
framr-4143	87	74	and	and	CCONJ
framr-4143	87	75	to	to	PART
framr-4143	87	76	analyze	analyze	VERB
framr-4143	87	77	how	how	SCONJ
framr-4143	87	78	machines	machine	NOUN
framr-4143	87	79	break	break	VERB
framr-4143	87	80	down	down	ADP
framr-4143	87	81	(	(	PUNCT
framr-4143	87	82	okabe	okabe	PROPN
framr-4143	87	83	&	&	CCONJ
framr-4143	87	84	otsuka	otsuka	PROPN
framr-4143	87	85	,	,	PUNCT
framr-4143	87	86	2021	2021	NUM
framr-4143	87	87	)	)	PUNCT
framr-4143	87	88	.	.	PUNCT
framr-4143	88	1	2.2	2.2	NUM
framr-4143	88	2	.	.	PUNCT
framr-4143	89	1	blockchain	blockchain	PROPN
framr-4143	89	2	technology	technology	PROPN
framr-4143	89	3	(	(	PUNCT
framr-4143	89	4	bt	bt	NOUN
framr-4143	89	5	)	)	PUNCT
framr-4143	89	6	crosby	crosby	PROPN
framr-4143	89	7	,	,	PUNCT
framr-4143	89	8	pattanayak	pattanayak	NOUN
framr-4143	89	9	,	,	PUNCT
framr-4143	89	10	verma	verma	PROPN
framr-4143	89	11	,	,	PUNCT
framr-4143	89	12	and	and	CCONJ
framr-4143	89	13	kalyanaraman	kalyanaraman	PROPN
framr-4143	89	14	(	(	PUNCT
framr-4143	89	15	2016	2016	NUM
framr-4143	89	16	)	)	PUNCT
framr-4143	89	17	define	define	VERB
framr-4143	89	18	blockchain	blockchain	PROPN
framr-4143	89	19	technology	technology	PROPN
framr-4143	89	20	(	(	PUNCT
framr-4143	89	21	bt	bt	NOUN
framr-4143	89	22	)	)	PUNCT
framr-4143	89	23	as	as	ADP
framr-4143	89	24	a	a	DET
framr-4143	89	25	distributed	distribute	VERB
framr-4143	89	26	database	database	NOUN
framr-4143	89	27	comprising	comprising	NOUN
framr-4143	89	28	records	record	NOUN
framr-4143	89	29	or	or	CCONJ
framr-4143	89	30	shared	share	VERB
framr-4143	89	31	public	public	ADJ
framr-4143	89	32	/	/	SYM
framr-4143	89	33	private	private	ADJ
framr-4143	89	34	records	record	NOUN
framr-4143	89	35	of	of	ADP
framr-4143	89	36	all	all	DET
framr-4143	89	37	digital	digital	ADJ
framr-4143	89	38	transactions	transaction	NOUN
framr-4143	89	39	conducted	conduct	VERB
framr-4143	89	40	and	and	CCONJ
framr-4143	89	41	disseminated	disseminate	VERB
framr-4143	89	42	among	among	ADP
framr-4143	89	43	participating	participate	VERB
framr-4143	89	44	agents	agent	NOUN
framr-4143	89	45	in	in	ADP
framr-4143	89	46	the	the	DET
framr-4143	89	47	blockchain	blockchain	PROPN
framr-4143	89	48	network	network	NOUN
framr-4143	89	49	.	.	PUNCT
framr-4143	90	1	four	four	NUM
framr-4143	90	2	primary	primary	ADJ
framr-4143	90	3	qualities	quality	NOUN
framr-4143	90	4	make	make	VERB
framr-4143	90	5	bt	bt	NOUN
framr-4143	90	6	different	different	ADJ
framr-4143	90	7	from	from	ADP
framr-4143	90	8	other	other	ADJ
framr-4143	90	9	information	information	NOUN
framr-4143	90	10	systems	system	NOUN
framr-4143	90	11	:	:	PUNCT
framr-4143	90	12	non	non	ADJ
framr-4143	90	13	-	-	ADJ
framr-4143	90	14	localization	localization	ADJ
framr-4143	90	15	,	,	PUNCT
framr-4143	90	16	security	security	NOUN
framr-4143	90	17	,	,	PUNCT
framr-4143	90	18	auditability	auditability	NOUN
framr-4143	90	19	,	,	PUNCT
framr-4143	90	20	and	and	CCONJ
framr-4143	90	21	smart	smart	ADJ
framr-4143	90	22	execution	execution	NOUN
framr-4143	90	23	(	(	PUNCT
framr-4143	90	24	saberi	saberi	NOUN
framr-4143	90	25	,	,	PUNCT
framr-4143	90	26	kouhizadeh	kouhizadeh	PROPN
framr-4143	90	27	,	,	PUNCT
framr-4143	90	28	sarkis	sarkis	PROPN
framr-4143	90	29	,	,	PUNCT
framr-4143	90	30	&	&	CCONJ
framr-4143	90	31	shen	shen	PROPN
framr-4143	90	32	,	,	PUNCT
framr-4143	90	33	2019	2019	NUM
framr-4143	90	34	)	)	PUNCT
framr-4143	90	35	.	.	PUNCT
framr-4143	91	1	bt	bt	PROPN
framr-4143	91	2	could	could	AUX
framr-4143	91	3	help	help	VERB
framr-4143	91	4	move	move	VERB
framr-4143	91	5	products	product	NOUN
framr-4143	91	6	and	and	CCONJ
framr-4143	91	7	processes	process	NOUN
framr-4143	91	8	in	in	ADP
framr-4143	91	9	the	the	DET
framr-4143	91	10	supply	supply	NOUN
framr-4143	91	11	chain	chain	NOUN
framr-4143	91	12	.	.	PUNCT
framr-4143	92	1	any	any	DET
framr-4143	92	2	data	datum	NOUN
framr-4143	92	3	could	could	AUX
framr-4143	92	4	be	be	AUX
framr-4143	92	5	attached	attach	VERB
framr-4143	92	6	to	to	ADP
framr-4143	92	7	the	the	DET
framr-4143	92	8	item	item	NOUN
framr-4143	92	9	to	to	PART
framr-4143	92	10	connect	connect	VERB
framr-4143	92	11	the	the	DET
framr-4143	92	12	real	real	ADJ
framr-4143	92	13	item	item	NOUN
framr-4143	92	14	to	to	ADP
framr-4143	92	15	its	its	PRON
framr-4143	92	16	digital	digital	ADJ
framr-4143	92	17	character	character	NOUN
framr-4143	92	18	in	in	ADP
framr-4143	92	19	the	the	DET
framr-4143	92	20	blockchain	blockchain	PROPN
framr-4143	92	21	(	(	PUNCT
framr-4143	92	22	abeyratne	abeyratne	PROPN
framr-4143	92	23	&	&	CCONJ
framr-4143	92	24	monfared	monfare	VERB
framr-4143	92	25	,	,	PUNCT
framr-4143	92	26	2016	2016	NUM
framr-4143	92	27	)	)	PUNCT
framr-4143	92	28	.	.	PUNCT
framr-4143	93	1	by	by	ADP
framr-4143	93	2	connecting	connect	VERB
framr-4143	93	3	these	these	DET
framr-4143	93	4	two	two	NUM
framr-4143	93	5	things	thing	NOUN
framr-4143	93	6	,	,	PUNCT
framr-4143	93	7	blockchain	blockchain	PROPN
framr-4143	93	8	can	can	AUX
framr-4143	93	9	help	help	VERB
framr-4143	93	10	supply	supply	NOUN
framr-4143	93	11	chains	chain	NOUN
framr-4143	93	12	find	find	VERB
framr-4143	93	13	fraudulent	fraudulent	ADJ
framr-4143	93	14	suppliers	supplier	NOUN
framr-4143	93	15	and	and	CCONJ
framr-4143	93	16	fake	fake	ADJ
framr-4143	93	17	goods	good	NOUN
framr-4143	93	18	since	since	SCONJ
framr-4143	93	19	only	only	ADV
framr-4143	93	20	authorized	authorize	VERB
framr-4143	93	21	partners	partner	NOUN
framr-4143	93	22	can	can	AUX
framr-4143	93	23	record	record	VERB
framr-4143	93	24	data	data	PROPN
framr-4143	93	25	.	.	PUNCT
framr-4143	94	1	bt	bt	PROPN
framr-4143	94	2	could	could	AUX
framr-4143	94	3	also	also	ADV
framr-4143	94	4	make	make	VERB
framr-4143	94	5	information	information	NOUN
framr-4143	94	6	secure	secure	ADJ
framr-4143	94	7	and	and	CCONJ
framr-4143	94	8	unalterable	unalterable	ADJ
framr-4143	94	9	,	,	PUNCT
framr-4143	94	10	which	which	PRON
framr-4143	94	11	means	mean	VERB
framr-4143	94	12	that	that	SCONJ
framr-4143	94	13	it	it	PRON
framr-4143	94	14	can	can	AUX
framr-4143	94	15	not	not	PART
framr-4143	94	16	be	be	AUX
framr-4143	94	17	changed	change	VERB
framr-4143	94	18	without	without	ADP
framr-4143	94	19	the	the	DET
framr-4143	94	20	permission	permission	NOUN
framr-4143	94	21	of	of	ADP
framr-4143	94	22	the	the	DET
framr-4143	94	23	right	right	ADJ
framr-4143	94	24	people	people	NOUN
framr-4143	94	25	.	.	PUNCT
framr-4143	95	1	this	this	PRON
framr-4143	95	2	would	would	AUX
framr-4143	95	3	stop	stop	VERB
framr-4143	95	4	cheating	cheat	VERB
framr-4143	95	5	.	.	PUNCT
framr-4143	96	1	besides	besides	SCONJ
framr-4143	96	2	these	these	DET
framr-4143	96	3	things	thing	NOUN
framr-4143	96	4	,	,	PUNCT
framr-4143	96	5	blockchain	blockchain	PROPN
framr-4143	96	6	could	could	AUX
framr-4143	96	7	help	help	VERB
framr-4143	96	8	the	the	DET
framr-4143	96	9	environment	environment	NOUN
framr-4143	96	10	by	by	ADP
framr-4143	96	11	reducing	reduce	VERB
framr-4143	96	12	and	and	CCONJ
framr-4143	96	13	managing	manage	VERB
framr-4143	96	14	the	the	DET
framr-4143	96	15	need	need	NOUN
framr-4143	96	16	for	for	ADP
framr-4143	96	17	recalls	recall	NOUN
framr-4143	96	18	and	and	CCONJ
framr-4143	96	19	rework	rework	NOUN
framr-4143	96	20	in	in	ADP
framr-4143	96	21	the	the	DET
framr-4143	96	22	supply	supply	NOUN
framr-4143	96	23	chain	chain	NOUN
framr-4143	96	24	(	(	PUNCT
framr-4143	96	25	saberi	saberi	NOUN
framr-4143	96	26	et	et	PROPN
framr-4143	96	27	al	al	PROPN
framr-4143	96	28	.	.	PROPN
framr-4143	96	29	,	,	PUNCT
framr-4143	96	30	2019	2019	NUM
framr-4143	96	31	)	)	PUNCT
framr-4143	96	32	.	.	PUNCT
framr-4143	97	1	financial	financial	ADJ
framr-4143	97	2	risk	risk	NOUN
framr-4143	97	3	and	and	CCONJ
framr-4143	97	4	management	management	NOUN
framr-4143	97	5	reviews	review	NOUN
framr-4143	97	6	,	,	PUNCT
framr-4143	97	7	2025	2025	NUM
framr-4143	97	8	,	,	PUNCT
framr-4143	97	9	11(1	11(1	NUM
framr-4143	97	10	):	):	PUNCT
framr-4143	97	11	72	72	NUM
framr-4143	97	12	-	-	SYM
framr-4143	97	13	102	102	NUM
framr-4143	97	14	75	75	NUM
framr-4143	97	15	©	©	PROPN
framr-4143	97	16	2025	2025	NUM
framr-4143	97	17	conscientia	conscientia	PROPN
framr-4143	97	18	beam	beam	PROPN
framr-4143	97	19	.	.	PUNCT
framr-4143	98	1	all	all	DET
framr-4143	98	2	rights	right	NOUN
framr-4143	98	3	reserved	reserve	VERB
framr-4143	98	4	.	.	PUNCT
framr-4143	99	1	as	as	ADP
framr-4143	99	2	a	a	DET
framr-4143	99	3	result	result	NOUN
framr-4143	99	4	,	,	PUNCT
framr-4143	99	5	bt	bt	PROPN
framr-4143	99	6	might	might	AUX
framr-4143	99	7	improve	improve	VERB
framr-4143	99	8	the	the	DET
framr-4143	99	9	control	control	NOUN
framr-4143	99	10	of	of	ADP
framr-4143	99	11	the	the	DET
framr-4143	99	12	supply	supply	NOUN
framr-4143	99	13	chain	chain	NOUN
framr-4143	99	14	.	.	PUNCT
framr-4143	100	1	by	by	ADP
framr-4143	100	2	simplifying	simplify	VERB
framr-4143	100	3	the	the	DET
framr-4143	100	4	supply	supply	NOUN
framr-4143	100	5	chains	chain	NOUN
framr-4143	100	6	,	,	PUNCT
framr-4143	100	7	it	it	PRON
framr-4143	100	8	is	be	AUX
framr-4143	100	9	possible	possible	ADJ
framr-4143	100	10	to	to	PART
framr-4143	100	11	follow	follow	VERB
framr-4143	100	12	goods	good	NOUN
framr-4143	100	13	from	from	ADP
framr-4143	100	14	the	the	DET
framr-4143	100	15	chain	chain	NOUN
framr-4143	100	16	's	's	PART
framr-4143	100	17	beginning	beginning	NOUN
framr-4143	100	18	to	to	ADP
framr-4143	100	19	the	the	DET
framr-4143	100	20	customer	customer	NOUN
framr-4143	100	21	's	's	PART
framr-4143	100	22	end	end	NOUN
framr-4143	100	23	.	.	PUNCT
framr-4143	101	1	this	this	PRON
framr-4143	101	2	stops	stop	VERB
framr-4143	101	3	waste	waste	NOUN
framr-4143	101	4	,	,	PUNCT
framr-4143	101	5	fraud	fraud	NOUN
framr-4143	101	6	,	,	PUNCT
framr-4143	101	7	and	and	CCONJ
framr-4143	101	8	other	other	ADJ
framr-4143	101	9	improper	improper	ADJ
framr-4143	101	10	conduct	conduct	NOUN
framr-4143	101	11	.	.	PUNCT
framr-4143	102	1	it	it	PRON
framr-4143	102	2	may	may	AUX
framr-4143	102	3	also	also	ADV
framr-4143	102	4	inform	inform	VERB
framr-4143	102	5	people	people	NOUN
framr-4143	102	6	more	more	ADJ
framr-4143	102	7	about	about	ADP
framr-4143	102	8	how	how	SCONJ
framr-4143	102	9	a	a	DET
framr-4143	102	10	product	product	NOUN
framr-4143	102	11	is	be	AUX
framr-4143	102	12	made	make	VERB
framr-4143	102	13	and	and	CCONJ
framr-4143	102	14	shipped	ship	VERB
framr-4143	102	15	so	so	SCONJ
framr-4143	102	16	they	they	PRON
framr-4143	102	17	can	can	AUX
framr-4143	102	18	choose	choose	VERB
framr-4143	102	19	products	product	NOUN
framr-4143	102	20	that	that	PRON
framr-4143	102	21	are	be	AUX
framr-4143	102	22	better	well	ADJ
framr-4143	102	23	for	for	ADP
framr-4143	102	24	the	the	DET
framr-4143	102	25	environment	environment	NOUN
framr-4143	102	26	(	(	PUNCT
framr-4143	102	27	stroumpoulis	stroumpoulis	PROPN
framr-4143	102	28	&	&	CCONJ
framr-4143	102	29	kopanaki	kopanaki	PROPN
framr-4143	102	30	,	,	PUNCT
framr-4143	102	31	2022	2022	NUM
framr-4143	102	32	)	)	PUNCT
framr-4143	102	33	.	.	PUNCT
framr-4143	103	1	2.3	2.3	NUM
framr-4143	103	2	.	.	PUNCT
framr-4143	104	1	business	business	NOUN
framr-4143	104	2	intelligence	intelligence	PROPN
framr-4143	104	3	(	(	PUNCT
framr-4143	104	4	bi	bi	NOUN
framr-4143	104	5	)	)	PUNCT
framr-4143	104	6	the	the	DET
framr-4143	104	7	word	word	NOUN
framr-4143	104	8	"	"	PUNCT
framr-4143	104	9	business	business	NOUN
framr-4143	104	10	intelligence	intelligence	NOUN
framr-4143	104	11	"	"	PUNCT
framr-4143	104	12	is	be	AUX
framr-4143	104	13	usually	usually	ADV
framr-4143	104	14	used	use	VERB
framr-4143	104	15	as	as	ADP
framr-4143	104	16	a	a	DET
framr-4143	104	17	generic	generic	ADJ
framr-4143	104	18	term	term	NOUN
framr-4143	104	19	for	for	ADP
framr-4143	104	20	a	a	DET
framr-4143	104	21	system	system	NOUN
framr-4143	104	22	(	(	PUNCT
framr-4143	104	23	shollo	shollo	PROPN
framr-4143	104	24	&	&	CCONJ
framr-4143	104	25	kautz	kautz	PROPN
framr-4143	104	26	,	,	PUNCT
framr-4143	104	27	2010	2010	NUM
framr-4143	104	28	)	)	PUNCT
framr-4143	104	29	or	or	CCONJ
framr-4143	104	30	a	a	DET
framr-4143	104	31	set	set	NOUN
framr-4143	104	32	of	of	ADP
framr-4143	104	33	ideas	idea	NOUN
framr-4143	104	34	and	and	CCONJ
framr-4143	104	35	methods	method	NOUN
framr-4143	104	36	(	(	PUNCT
framr-4143	104	37	sabherwal	sabherwal	NOUN
framr-4143	104	38	&	&	CCONJ
framr-4143	104	39	becerra	becerra	PROPN
framr-4143	104	40	-	-	PUNCT
framr-4143	104	41	fernandez	fernandez	PROPN
framr-4143	104	42	,	,	PUNCT
framr-4143	104	43	2013	2013	NUM
framr-4143	104	44	)	)	PUNCT
framr-4143	104	45	that	that	PRON
framr-4143	104	46	help	help	VERB
framr-4143	104	47	people	people	NOUN
framr-4143	104	48	make	make	VERB
framr-4143	104	49	better	well	ADJ
framr-4143	104	50	decisions	decision	NOUN
framr-4143	104	51	by	by	ADP
framr-4143	104	52	using	use	VERB
framr-4143	104	53	reality	reality	NOUN
framr-4143	104	54	support	support	NOUN
framr-4143	104	55	networks	network	NOUN
framr-4143	104	56	.	.	PUNCT
framr-4143	105	1	in	in	ADP
framr-4143	105	2	research	research	NOUN
framr-4143	105	3	,	,	PUNCT
framr-4143	105	4	terms	term	NOUN
framr-4143	105	5	like	like	ADP
framr-4143	105	6	"	"	PUNCT
framr-4143	105	7	business	business	NOUN
framr-4143	105	8	intelligence	intelligence	NOUN
framr-4143	105	9	,	,	PUNCT
framr-4143	105	10	"	"	PUNCT
framr-4143	105	11	"	"	PUNCT
framr-4143	105	12	business	business	NOUN
framr-4143	105	13	analytics	analytic	NOUN
framr-4143	105	14	,	,	PUNCT
framr-4143	105	15	"	"	PUNCT
framr-4143	105	16	and	and	CCONJ
framr-4143	105	17	"	"	PUNCT
framr-4143	105	18	big	big	ADJ
framr-4143	105	19	data	datum	NOUN
framr-4143	105	20	"	"	PUNCT
framr-4143	105	21	are	be	AUX
framr-4143	105	22	often	often	ADV
framr-4143	105	23	used	use	VERB
framr-4143	105	24	to	to	PART
framr-4143	105	25	refer	refer	VERB
framr-4143	105	26	to	to	ADP
framr-4143	105	27	the	the	DET
framr-4143	105	28	identical	identical	ADJ
framr-4143	105	29	phenomenon	phenomenon	NOUN
framr-4143	105	30	.	.	PUNCT
framr-4143	106	1	some	some	DET
framr-4143	106	2	authors	author	NOUN
framr-4143	106	3	have	have	AUX
framr-4143	106	4	called	call	VERB
framr-4143	106	5	business	business	NOUN
framr-4143	106	6	intelligence	intelligence	NOUN
framr-4143	106	7	"	"	PUNCT
framr-4143	106	8	a	a	DET
framr-4143	106	9	process	process	NOUN
framr-4143	106	10	and	and	CCONJ
framr-4143	106	11	a	a	DET
framr-4143	106	12	brand	brand	NOUN
framr-4143	106	13	"	"	PUNCT
framr-4143	106	14	(	(	PUNCT
framr-4143	106	15	jourdan	jourdan	PROPN
framr-4143	106	16	,	,	PUNCT
framr-4143	106	17	rainer	rainer	NOUN
framr-4143	106	18	,	,	PUNCT
framr-4143	106	19	&	&	CCONJ
framr-4143	106	20	klein	klein	PROPN
framr-4143	106	21	,	,	PUNCT
framr-4143	106	22	2008	2008	NUM
framr-4143	106	23	)	)	PUNCT
framr-4143	106	24	"	"	PUNCT
framr-4143	106	25	a	a	DET
framr-4143	106	26	process	process	NOUN
framr-4143	106	27	,	,	PUNCT
framr-4143	106	28	a	a	DET
framr-4143	106	29	brand	brand	NOUN
framr-4143	106	30	and	and	CCONJ
framr-4143	106	31	a	a	DET
framr-4143	106	32	combination	combination	NOUN
framr-4143	106	33	of	of	ADP
framr-4143	106	34	methods	method	NOUN
framr-4143	106	35	,	,	PUNCT
framr-4143	106	36	or	or	CCONJ
framr-4143	106	37	a	a	DET
framr-4143	106	38	mixture	mixture	NOUN
framr-4143	106	39	of	of	ADP
framr-4143	106	40	such	such	ADJ
framr-4143	106	41	"	"	PUNCT
framr-4143	106	42	(	(	PUNCT
framr-4143	106	43	shollo	shollo	PROPN
framr-4143	106	44	&	&	CCONJ
framr-4143	106	45	kautz	kautz	PROPN
framr-4143	106	46	,	,	PUNCT
framr-4143	106	47	2010	2010	NUM
framr-4143	106	48	)	)	PUNCT
framr-4143	106	49	and	and	CCONJ
framr-4143	106	50	"	"	PUNCT
framr-4143	106	51	a	a	DET
framr-4143	106	52	good	good	NOUN
framr-4143	106	53	or	or	CCONJ
framr-4143	106	54	service	service	NOUN
framr-4143	106	55	alone	alone	ADV
framr-4143	106	56	"	"	PUNCT
framr-4143	106	57	(	(	PUNCT
framr-4143	106	58	seddon	seddon	PROPN
framr-4143	106	59	,	,	PUNCT
framr-4143	106	60	constantinides	constantinide	VERB
framr-4143	106	61	,	,	PUNCT
framr-4143	106	62	&	&	CCONJ
framr-4143	106	63	tzuo	tzuo	PROPN
framr-4143	106	64	,	,	PUNCT
framr-4143	106	65	2017	2017	NUM
framr-4143	106	66	)	)	PUNCT
framr-4143	106	67	.	.	PUNCT
framr-4143	107	1	furthermore	furthermore	ADV
framr-4143	107	2	,	,	PUNCT
framr-4143	107	3	according	accord	VERB
framr-4143	107	4	to	to	ADP
framr-4143	107	5	wieder	wieder	NOUN
framr-4143	107	6	and	and	CCONJ
framr-4143	107	7	ossimitz	ossimitz	NOUN
framr-4143	107	8	(	(	PUNCT
framr-4143	107	9	2015	2015	NUM
framr-4143	107	10	)	)	PUNCT
framr-4143	107	11	bi	bi	NOUN
framr-4143	107	12	is	be	AUX
framr-4143	107	13	an	an	DET
framr-4143	107	14	analytical	analytical	ADJ
framr-4143	107	15	,	,	PUNCT
framr-4143	107	16	technology	technology	NOUN
framr-4143	107	17	-	-	PUNCT
framr-4143	107	18	supported	support	VERB
framr-4143	107	19	process	process	NOUN
framr-4143	107	20	that	that	PRON
framr-4143	107	21	accumulates	accumulate	VERB
framr-4143	107	22	and	and	CCONJ
framr-4143	107	23	analyses	analyse	VERB
framr-4143	107	24	scattered	scatter	VERB
framr-4143	107	25	business	business	NOUN
framr-4143	107	26	and	and	CCONJ
framr-4143	107	27	market	market	NOUN
framr-4143	107	28	data	datum	NOUN
framr-4143	107	29	to	to	PART
framr-4143	107	30	reveal	reveal	VERB
framr-4143	107	31	an	an	DET
framr-4143	107	32	organization	organization	NOUN
framr-4143	107	33	's	's	PART
framr-4143	107	34	goals	goal	NOUN
framr-4143	107	35	,	,	PUNCT
framr-4143	107	36	prospects	prospect	NOUN
framr-4143	107	37	,	,	PUNCT
framr-4143	107	38	and	and	CCONJ
framr-4143	107	39	positioning	positioning	NOUN
framr-4143	107	40	.	.	PUNCT
framr-4143	108	1	bi	bi	ADJ
framr-4143	108	2	tools	tool	NOUN
framr-4143	108	3	are	be	AUX
framr-4143	108	4	bi	bi	ADJ
framr-4143	108	5	software	software	NOUN
framr-4143	108	6	that	that	PRON
framr-4143	108	7	is	be	AUX
framr-4143	108	8	deployed	deploy	VERB
framr-4143	108	9	in	in	ADP
framr-4143	108	10	an	an	DET
framr-4143	108	11	organization	organization	NOUN
framr-4143	108	12	,	,	PUNCT
framr-4143	108	13	and	and	CCONJ
framr-4143	108	14	bi	bi	ADJ
framr-4143	108	15	solution	solution	NOUN
framr-4143	108	16	is	be	AUX
framr-4143	108	17	a	a	DET
framr-4143	108	18	collection	collection	NOUN
framr-4143	108	19	of	of	ADP
framr-4143	108	20	tools	tool	NOUN
framr-4143	108	21	and	and	CCONJ
framr-4143	108	22	related	related	ADJ
framr-4143	108	23	technologies	technology	NOUN
framr-4143	108	24	,	,	PUNCT
framr-4143	108	25	applications	application	NOUN
framr-4143	108	26	,	,	PUNCT
framr-4143	108	27	and	and	CCONJ
framr-4143	108	28	processes	process	NOUN
framr-4143	108	29	used	use	VERB
framr-4143	108	30	to	to	PART
framr-4143	108	31	support	support	VERB
framr-4143	108	32	bi	bi	ADJ
framr-4143	108	33	goals	goal	NOUN
framr-4143	108	34	.	.	PUNCT
framr-4143	109	1	business	business	NOUN
framr-4143	109	2	intelligence	intelligence	NOUN
framr-4143	109	3	integrates	integrate	VERB
framr-4143	109	4	all	all	DET
framr-4143	109	5	news	news	NOUN
framr-4143	109	6	sources	source	NOUN
framr-4143	109	7	.	.	PUNCT
framr-4143	110	1	it	it	PRON
framr-4143	110	2	transforms	transform	VERB
framr-4143	110	3	operational	operational	ADJ
framr-4143	110	4	data	datum	NOUN
framr-4143	110	5	from	from	ADP
framr-4143	110	6	the	the	DET
framr-4143	110	7	enterprise	enterprise	NOUN
framr-4143	110	8	's	's	PART
framr-4143	110	9	resource	resource	NOUN
framr-4143	110	10	planning	planning	NOUN
framr-4143	110	11	system	system	NOUN
framr-4143	110	12	into	into	ADP
framr-4143	110	13	actionable	actionable	ADJ
framr-4143	110	14	insight	insight	NOUN
framr-4143	110	15	that	that	PRON
framr-4143	110	16	supports	support	VERB
framr-4143	110	17	strategic	strategic	ADJ
framr-4143	110	18	goals	goal	NOUN
framr-4143	110	19	(	(	PUNCT
framr-4143	110	20	al	al	PROPN
framr-4143	110	21	-	-	PUNCT
framr-4143	110	22	mobaideen	mobaideen	PROPN
framr-4143	110	23	,	,	PUNCT
framr-4143	110	24	2014	2014	NUM
framr-4143	110	25	)	)	PUNCT
framr-4143	110	26	.	.	PUNCT
framr-4143	111	1	companies	company	NOUN
framr-4143	111	2	of	of	ADP
framr-4143	111	3	all	all	DET
framr-4143	111	4	sizes	size	NOUN
framr-4143	111	5	use	use	VERB
framr-4143	111	6	bi	bi	ADJ
framr-4143	111	7	tools	tool	NOUN
framr-4143	111	8	.	.	PUNCT
framr-4143	112	1	they	they	PRON
framr-4143	112	2	are	be	AUX
framr-4143	112	3	getting	get	VERB
framr-4143	112	4	more	more	ADJ
framr-4143	112	5	and	and	CCONJ
framr-4143	112	6	more	more	ADV
framr-4143	112	7	popular	popular	ADJ
framr-4143	112	8	.	.	PUNCT
framr-4143	113	1	they	they	PRON
framr-4143	113	2	help	help	VERB
framr-4143	113	3	businesses	business	NOUN
framr-4143	113	4	make	make	VERB
framr-4143	113	5	all	all	DET
framr-4143	113	6	kinds	kind	NOUN
framr-4143	113	7	of	of	ADP
framr-4143	113	8	decisions	decision	NOUN
framr-4143	113	9	,	,	PUNCT
framr-4143	113	10	from	from	ADP
framr-4143	113	11	short	short	ADJ
framr-4143	113	12	-	-	PUNCT
framr-4143	113	13	term	term	NOUN
framr-4143	113	14	to	to	ADP
framr-4143	113	15	long	long	ADJ
framr-4143	113	16	-	-	PUNCT
framr-4143	113	17	term	term	NOUN
framr-4143	113	18	ones	one	NOUN
framr-4143	113	19	.	.	PUNCT
framr-4143	114	1	bi	bi	NOUN
framr-4143	114	2	can	can	AUX
framr-4143	114	3	be	be	AUX
framr-4143	114	4	seen	see	VERB
framr-4143	114	5	as	as	ADP
framr-4143	114	6	a	a	DET
framr-4143	114	7	shield	shield	NOUN
framr-4143	114	8	that	that	PRON
framr-4143	114	9	keeps	keep	VERB
framr-4143	114	10	companies	company	NOUN
framr-4143	114	11	safe	safe	ADJ
framr-4143	114	12	and	and	CCONJ
framr-4143	114	13	a	a	DET
framr-4143	114	14	set	set	NOUN
framr-4143	114	15	of	of	ADP
framr-4143	114	16	best	good	ADJ
framr-4143	114	17	practices	practice	NOUN
framr-4143	114	18	and	and	CCONJ
framr-4143	114	19	tools	tool	NOUN
framr-4143	114	20	that	that	PRON
framr-4143	114	21	let	let	VERB
framr-4143	114	22	top	top	ADJ
framr-4143	114	23	leaders	leader	NOUN
framr-4143	114	24	access	access	NOUN
framr-4143	114	25	and	and	CCONJ
framr-4143	114	26	analyze	analyze	NOUN
framr-4143	114	27	company	company	NOUN
framr-4143	114	28	data	datum	NOUN
framr-4143	114	29	and	and	CCONJ
framr-4143	114	30	turn	turn	VERB
framr-4143	114	31	it	it	PRON
framr-4143	114	32	into	into	ADP
framr-4143	114	33	information	information	NOUN
framr-4143	114	34	,	,	PUNCT
framr-4143	114	35	they	they	PRON
framr-4143	114	36	can	can	AUX
framr-4143	114	37	use	use	VERB
framr-4143	114	38	promptly	promptly	ADV
framr-4143	114	39	to	to	PART
framr-4143	114	40	make	make	VERB
framr-4143	114	41	decisions	decision	NOUN
framr-4143	114	42	(	(	PUNCT
framr-4143	114	43	ragazou	ragazou	NOUN
framr-4143	114	44	,	,	PUNCT
framr-4143	114	45	apostolou	apostolou	ADV
framr-4143	114	46	,	,	PUNCT
framr-4143	114	47	&	&	CCONJ
framr-4143	114	48	karampinis	karampinis	PROPN
framr-4143	114	49	,	,	PUNCT
framr-4143	114	50	2023	2023	NUM
framr-4143	114	51	)	)	PUNCT
framr-4143	114	52	.	.	PUNCT
framr-4143	115	1	2.4	2.4	NUM
framr-4143	115	2	.	.	PUNCT
framr-4143	116	1	data	data	NOUN
framr-4143	116	2	science	science	NOUN
framr-4143	116	3	(	(	PUNCT
framr-4143	116	4	ds	ds	ADJ
framr-4143	116	5	)	)	PUNCT
framr-4143	116	6	data	datum	NOUN
framr-4143	116	7	science	science	NOUN
framr-4143	116	8	is	be	AUX
framr-4143	116	9	an	an	DET
framr-4143	116	10	area	area	NOUN
framr-4143	116	11	of	of	ADP
framr-4143	116	12	knowledge	knowledge	NOUN
framr-4143	116	13	that	that	PRON
framr-4143	116	14	gives	give	VERB
framr-4143	116	15	decision	decision	NOUN
framr-4143	116	16	-	-	PUNCT
framr-4143	116	17	makers	maker	NOUN
framr-4143	116	18	predictive	predictive	ADJ
framr-4143	116	19	and	and	CCONJ
framr-4143	116	20	statistical	statistical	ADJ
framr-4143	116	21	tools	tool	NOUN
framr-4143	116	22	.	.	PUNCT
framr-4143	117	1	it	it	PRON
framr-4143	117	2	is	be	AUX
framr-4143	117	3	also	also	ADV
framr-4143	117	4	an	an	DET
framr-4143	117	5	effective	effective	ADJ
framr-4143	117	6	way	way	NOUN
framr-4143	117	7	to	to	PART
framr-4143	117	8	run	run	VERB
framr-4143	117	9	organizations	organization	NOUN
framr-4143	117	10	from	from	ADP
framr-4143	117	11	a	a	DET
framr-4143	117	12	data	data	NOUN
framr-4143	117	13	-	-	PUNCT
framr-4143	117	14	driven	drive	VERB
framr-4143	117	15	viewpoint	viewpoint	NOUN
framr-4143	117	16	.	.	PUNCT
framr-4143	118	1	ds	ds	ADJ
framr-4143	118	2	needs	need	VERB
framr-4143	118	3	a	a	DET
framr-4143	118	4	lot	lot	NOUN
framr-4143	118	5	of	of	ADP
framr-4143	118	6	different	different	ADJ
framr-4143	118	7	skills	skill	NOUN
framr-4143	118	8	,	,	PUNCT
framr-4143	118	9	like	like	ADP
framr-4143	118	10	computer	computer	NOUN
framr-4143	118	11	science	science	NOUN
framr-4143	118	12	,	,	PUNCT
framr-4143	118	13	machine	machine	NOUN
framr-4143	118	14	learning	learning	NOUN
framr-4143	118	15	,	,	PUNCT
framr-4143	118	16	predictive	predictive	ADJ
framr-4143	118	17	analytics	analytic	NOUN
framr-4143	118	18	,	,	PUNCT
framr-4143	118	19	data	data	NOUN
framr-4143	118	20	-	-	PUNCT
framr-4143	118	21	driven	drive	VERB
framr-4143	118	22	methods	method	NOUN
framr-4143	118	23	,	,	PUNCT
framr-4143	118	24	and	and	CCONJ
framr-4143	118	25	statistics	statistic	NOUN
framr-4143	118	26	(	(	PUNCT
framr-4143	118	27	kotu	kotu	PROPN
framr-4143	118	28	&	&	CCONJ
framr-4143	118	29	deshpande	deshpande	PROPN
framr-4143	118	30	,	,	PUNCT
framr-4143	118	31	2019	2019	NUM
framr-4143	118	32	;	;	PUNCT
framr-4143	118	33	waller	waller	PROPN
framr-4143	118	34	&	&	CCONJ
framr-4143	118	35	fawcett	fawcett	PROPN
framr-4143	118	36	,	,	PUNCT
framr-4143	118	37	2013	2013	NUM
framr-4143	118	38	)	)	PUNCT
framr-4143	118	39	.	.	PUNCT
framr-4143	119	1	in	in	ADP
framr-4143	119	2	contrast	contrast	NOUN
framr-4143	119	3	to	to	ADP
framr-4143	119	4	business	business	NOUN
framr-4143	119	5	data	datum	NOUN
framr-4143	119	6	analytics	analytic	NOUN
framr-4143	119	7	,	,	PUNCT
framr-4143	119	8	which	which	PRON
framr-4143	119	9	is	be	AUX
framr-4143	119	10	about	about	ADP
framr-4143	119	11	gathering	gathering	NOUN
framr-4143	119	12	,	,	PUNCT
framr-4143	119	13	storing	storing	NOUN
framr-4143	119	14	,	,	PUNCT
framr-4143	119	15	and	and	CCONJ
framr-4143	119	16	analyzing	analyze	VERB
framr-4143	119	17	data	datum	NOUN
framr-4143	119	18	,	,	PUNCT
framr-4143	119	19	data	datum	NOUN
framr-4143	119	20	science	science	NOUN
framr-4143	119	21	is	be	AUX
framr-4143	119	22	about	about	ADV
framr-4143	119	23	more	more	ADV
framr-4143	119	24	complicated	complicated	ADJ
framr-4143	119	25	data	datum	NOUN
framr-4143	119	26	analytics	analytic	NOUN
framr-4143	119	27	.	.	PUNCT
framr-4143	120	1	this	this	PRON
framr-4143	120	2	mainly	mainly	ADV
framr-4143	120	3	focuses	focus	VERB
framr-4143	120	4	on	on	ADP
framr-4143	120	5	forecast	forecast	NOUN
framr-4143	120	6	analytics	analytic	NOUN
framr-4143	120	7	,	,	PUNCT
framr-4143	120	8	like	like	ADP
framr-4143	120	9	machine	machine	NOUN
framr-4143	120	10	learning	learning	NOUN
framr-4143	120	11	and	and	CCONJ
framr-4143	120	12	deep	deep	ADJ
framr-4143	120	13	learning	learning	NOUN
framr-4143	120	14	algorithms	algorithm	NOUN
framr-4143	120	15	.	.	PUNCT
framr-4143	121	1	methodologically	methodologically	ADV
framr-4143	121	2	,	,	PUNCT
framr-4143	121	3	data	datum	NOUN
framr-4143	121	4	science	science	NOUN
framr-4143	121	5	and	and	CCONJ
framr-4143	121	6	business	business	NOUN
framr-4143	121	7	data	datum	NOUN
framr-4143	121	8	analytics	analytic	NOUN
framr-4143	121	9	help	help	VERB
framr-4143	121	10	supply	supply	VERB
framr-4143	121	11	chain	chain	NOUN
framr-4143	121	12	managers	manager	NOUN
framr-4143	121	13	make	make	VERB
framr-4143	121	14	choices	choice	NOUN
framr-4143	121	15	at	at	ADP
framr-4143	121	16	the	the	DET
framr-4143	121	17	strategic	strategic	ADJ
framr-4143	121	18	,	,	PUNCT
framr-4143	121	19	tactical	tactical	ADJ
framr-4143	121	20	,	,	PUNCT
framr-4143	121	21	and	and	CCONJ
framr-4143	121	22	daily	daily	ADJ
framr-4143	121	23	levels	level	NOUN
framr-4143	121	24	.	.	PUNCT
framr-4143	122	1	businesses	business	NOUN
framr-4143	122	2	can	can	AUX
framr-4143	122	3	gain	gain	VERB
framr-4143	122	4	a	a	DET
framr-4143	122	5	competitive	competitive	ADJ
framr-4143	122	6	edge	edge	NOUN
framr-4143	122	7	using	use	VERB
framr-4143	122	8	data	datum	NOUN
framr-4143	122	9	science	science	NOUN
framr-4143	122	10	and	and	CCONJ
framr-4143	122	11	business	business	NOUN
framr-4143	122	12	data	datum	NOUN
framr-4143	122	13	analytics	analytic	NOUN
framr-4143	122	14	(	(	PUNCT
framr-4143	122	15	kamley	kamley	PROPN
framr-4143	122	16	,	,	PUNCT
framr-4143	122	17	prakash	prakash	PROPN
framr-4143	122	18	,	,	PUNCT
framr-4143	122	19	&	&	CCONJ
framr-4143	122	20	karan	karan	PROPN
framr-4143	122	21	,	,	PUNCT
framr-4143	122	22	2016	2016	NUM
framr-4143	122	23	)	)	PUNCT
framr-4143	122	24	.	.	PUNCT
framr-4143	123	1	by	by	ADP
framr-4143	123	2	lowering	lower	VERB
framr-4143	123	3	costs	cost	NOUN
framr-4143	123	4	,	,	PUNCT
framr-4143	123	5	making	make	VERB
framr-4143	123	6	supply	supply	NOUN
framr-4143	123	7	chains	chain	NOUN
framr-4143	123	8	more	more	ADV
framr-4143	123	9	sustainable	sustainable	ADJ
framr-4143	123	10	,	,	PUNCT
framr-4143	123	11	lowering	lower	VERB
framr-4143	123	12	risk	risk	NOUN
framr-4143	123	13	,	,	PUNCT
framr-4143	123	14	and	and	CCONJ
framr-4143	123	15	making	make	VERB
framr-4143	123	16	them	they	PRON
framr-4143	123	17	more	more	ADV
framr-4143	123	18	resilient	resilient	ADJ
framr-4143	123	19	(	(	PUNCT
framr-4143	123	20	baryannis	baryannis	PROPN
framr-4143	123	21	et	et	PROPN
framr-4143	123	22	al	al	PROPN
framr-4143	123	23	.	.	PROPN
framr-4143	123	24	,	,	PUNCT
framr-4143	123	25	2019	2019	NUM
framr-4143	123	26	)	)	PUNCT
framr-4143	123	27	data	datum	NOUN
framr-4143	123	28	science	science	NOUN
framr-4143	123	29	and	and	CCONJ
framr-4143	123	30	business	business	NOUN
framr-4143	123	31	data	datum	NOUN
framr-4143	123	32	analytics	analytic	NOUN
framr-4143	123	33	techniques	technique	NOUN
framr-4143	123	34	also	also	ADV
framr-4143	123	35	help	help	VERB
framr-4143	123	36	companies	company	NOUN
framr-4143	123	37	better	well	ADV
framr-4143	123	38	understand	understand	VERB
framr-4143	123	39	what	what	PRON
framr-4143	123	40	customers	customer	NOUN
framr-4143	123	41	want	want	VERB
framr-4143	123	42	and	and	CCONJ
framr-4143	123	43	predict	predict	VERB
framr-4143	123	44	market	market	NOUN
framr-4143	123	45	trends	trend	NOUN
framr-4143	123	46	(	(	PUNCT
framr-4143	123	47	hribar	hribar	NOUN
framr-4143	123	48	,	,	PUNCT
framr-4143	123	49	pucihar	pucihar	NOUN
framr-4143	123	50	,	,	PUNCT
framr-4143	123	51	&	&	CCONJ
framr-4143	123	52	rajh	rajh	PROPN
framr-4143	123	53	,	,	PUNCT
framr-4143	123	54	2019	2019	NUM
framr-4143	123	55	)	)	PUNCT
framr-4143	123	56	.	.	PUNCT
framr-4143	124	1	2.5	2.5	NUM
framr-4143	124	2	.	.	PUNCT
framr-4143	125	1	the	the	DET
framr-4143	125	2	internet	internet	NOUN
framr-4143	125	3	of	of	ADP
framr-4143	125	4	things	thing	NOUN
framr-4143	125	5	(	(	PUNCT
framr-4143	125	6	iot	iot	NOUN
framr-4143	125	7	)	)	PUNCT
framr-4143	125	8	international	international	ADJ
framr-4143	125	9	literature	literature	NOUN
framr-4143	125	10	has	have	VERB
framr-4143	125	11	a	a	DET
framr-4143	125	12	lot	lot	NOUN
framr-4143	125	13	of	of	ADP
framr-4143	125	14	different	different	ADJ
framr-4143	125	15	meanings	meaning	NOUN
framr-4143	125	16	for	for	ADP
framr-4143	125	17	the	the	DET
framr-4143	125	18	internet	internet	NOUN
framr-4143	125	19	of	of	ADP
framr-4143	125	20	things	thing	NOUN
framr-4143	125	21	(	(	PUNCT
framr-4143	125	22	iot	iot	NOUN
framr-4143	125	23	)	)	PUNCT
framr-4143	125	24	.	.	PUNCT
framr-4143	126	1	because	because	SCONJ
framr-4143	126	2	iot	iot	PROPN
framr-4143	126	3	is	be	AUX
framr-4143	126	4	a	a	DET
framr-4143	126	5	combination	combination	NOUN
framr-4143	126	6	of	of	ADP
framr-4143	126	7	two	two	NUM
framr-4143	126	8	words	word	NOUN
framr-4143	126	9	and	and	CCONJ
framr-4143	126	10	meanings	meaning	NOUN
framr-4143	126	11	,	,	PUNCT
framr-4143	126	12	"	"	PUNCT
framr-4143	126	13	internet	internet	NOUN
framr-4143	126	14	"	"	PUNCT
framr-4143	126	15	and	and	CCONJ
framr-4143	126	16	"	"	PUNCT
framr-4143	126	17	things	thing	NOUN
framr-4143	126	18	,	,	PUNCT
framr-4143	126	19	"	"	PUNCT
framr-4143	126	20	the	the	DET
framr-4143	126	21	scenario	scenario	NOUN
framr-4143	126	22	arises	arise	VERB
framr-4143	126	23	(	(	PUNCT
framr-4143	126	24	atzori	atzori	ADJ
framr-4143	126	25	,	,	PUNCT
framr-4143	126	26	iera	iera	ADJ
framr-4143	126	27	,	,	PUNCT
framr-4143	126	28	&	&	CCONJ
framr-4143	126	29	morabito	morabito	PROPN
framr-4143	126	30	,	,	PUNCT
framr-4143	126	31	2010	2010	NUM
framr-4143	126	32	)	)	PUNCT
framr-4143	126	33	.	.	PUNCT
framr-4143	127	1	the	the	DET
framr-4143	127	2	term	term	NOUN
framr-4143	127	3	and	and	CCONJ
framr-4143	127	4	concept	concept	NOUN
framr-4143	127	5	of	of	ADP
framr-4143	127	6	the	the	DET
framr-4143	127	7	internet	internet	NOUN
framr-4143	127	8	of	of	ADP
framr-4143	127	9	things	thing	NOUN
framr-4143	127	10	(	(	PUNCT
framr-4143	127	11	iot	iot	NOUN
framr-4143	127	12	)	)	PUNCT
framr-4143	127	13	encompass	encompass	VERB
framr-4143	127	14	a	a	DET
framr-4143	127	15	variety	variety	NOUN
framr-4143	127	16	of	of	ADP
framr-4143	127	17	disciplines	discipline	NOUN
framr-4143	127	18	and	and	CCONJ
framr-4143	127	19	aspects	aspect	NOUN
framr-4143	127	20	associated	associate	VERB
framr-4143	127	21	with	with	ADP
framr-4143	127	22	extending	extend	VERB
framr-4143	127	23	the	the	DET
framr-4143	127	24	internet	internet	NOUN
framr-4143	127	25	and	and	CCONJ
framr-4143	127	26	the	the	DET
framr-4143	127	27	web	web	NOUN
framr-4143	127	28	to	to	ADP
framr-4143	127	29	physical	physical	ADJ
framr-4143	127	30	devices	device	NOUN
framr-4143	127	31	.	.	PUNCT
framr-4143	128	1	miorandi	miorandi	NOUN
framr-4143	128	2	,	,	PUNCT
framr-4143	128	3	sicari	sicari	NOUN
framr-4143	128	4	,	,	PUNCT
framr-4143	128	5	de	de	X
framr-4143	128	6	pellegrini	pellegrini	PROPN
framr-4143	128	7	,	,	PUNCT
framr-4143	128	8	and	and	CCONJ
framr-4143	128	9	chlamtac	chlamtac	PROPN
framr-4143	128	10	(	(	PUNCT
framr-4143	128	11	2012	2012	NUM
framr-4143	128	12	)	)	PUNCT
framr-4143	128	13	assert	assert	VERB
framr-4143	128	14	that	that	SCONJ
framr-4143	128	15	the	the	DET
framr-4143	128	16	internet	internet	NOUN
framr-4143	128	17	of	of	ADP
framr-4143	128	18	things	thing	NOUN
framr-4143	128	19	(	(	PUNCT
framr-4143	128	20	iot	iot	NOUN
framr-4143	128	21	)	)	PUNCT
framr-4143	128	22	aims	aim	VERB
framr-4143	128	23	to	to	PART
framr-4143	128	24	establish	establish	VERB
framr-4143	128	25	a	a	DET
framr-4143	128	26	future	future	NOUN
framr-4143	128	27	in	in	ADP
framr-4143	128	28	which	which	PRON
framr-4143	128	29	digital	digital	ADJ
framr-4143	128	30	and	and	CCONJ
framr-4143	128	31	physical	physical	ADJ
framr-4143	128	32	entities	entity	NOUN
framr-4143	128	33	can	can	AUX
framr-4143	128	34	be	be	AUX
framr-4143	128	35	connected	connect	VERB
framr-4143	128	36	to	to	PART
framr-4143	128	37	generate	generate	VERB
framr-4143	128	38	new	new	ADJ
framr-4143	128	39	business	business	NOUN
framr-4143	128	40	opportunities	opportunity	NOUN
framr-4143	128	41	.	.	PUNCT
framr-4143	129	1	therefore	therefore	ADV
framr-4143	129	2	,	,	PUNCT
framr-4143	129	3	the	the	DET
framr-4143	129	4	internet	internet	NOUN
framr-4143	129	5	of	of	ADP
framr-4143	129	6	things	thing	NOUN
framr-4143	129	7	(	(	PUNCT
framr-4143	129	8	iot	iot	NOUN
framr-4143	129	9	)	)	PUNCT
framr-4143	129	10	is	be	AUX
framr-4143	129	11	a	a	DET
framr-4143	129	12	novel	novel	ADJ
framr-4143	129	13	information	information	NOUN
framr-4143	129	14	technology	technology	NOUN
framr-4143	129	15	that	that	PRON
framr-4143	129	16	is	be	AUX
framr-4143	129	17	currently	currently	ADV
framr-4143	129	18	in	in	ADP
framr-4143	129	19	the	the	DET
framr-4143	129	20	process	process	NOUN
framr-4143	129	21	of	of	ADP
framr-4143	129	22	being	be	AUX
framr-4143	129	23	developed	develop	VERB
framr-4143	129	24	.	.	PUNCT
framr-4143	130	1	the	the	DET
framr-4143	130	2	technology	technology	NOUN
framr-4143	130	3	framework	framework	NOUN
framr-4143	130	4	has	have	AUX
framr-4143	130	5	not	not	PART
framr-4143	130	6	yet	yet	ADV
framr-4143	130	7	been	be	AUX
framr-4143	130	8	fully	fully	ADV
framr-4143	130	9	developed	develop	VERB
framr-4143	130	10	,	,	PUNCT
framr-4143	130	11	and	and	CCONJ
framr-4143	130	12	an	an	DET
framr-4143	130	13	integrated	integrate	VERB
framr-4143	130	14	,	,	PUNCT
framr-4143	130	15	standard	standard	ADJ
framr-4143	130	16	structure	structure	NOUN
framr-4143	130	17	has	have	VERB
framr-4143	130	18	yet	yet	ADV
framr-4143	130	19	to	to	PART
framr-4143	130	20	be	be	AUX
framr-4143	130	21	developed	develop	VERB
framr-4143	130	22	(	(	PUNCT
framr-4143	130	23	wu	wu	PROPN
framr-4143	130	24	,	,	PUNCT
framr-4143	130	25	ma	ma	PROPN
framr-4143	130	26	,	,	PUNCT
framr-4143	130	27	&	&	CCONJ
framr-4143	130	28	zhao	zhao	PROPN
framr-4143	130	29	,	,	PUNCT
framr-4143	130	30	2021	2021	NUM
framr-4143	130	31	)	)	PUNCT
framr-4143	130	32	.	.	PUNCT
framr-4143	131	1	financial	financial	ADJ
framr-4143	131	2	risk	risk	NOUN
framr-4143	131	3	and	and	CCONJ
framr-4143	131	4	management	management	NOUN
framr-4143	131	5	reviews	review	NOUN
framr-4143	131	6	,	,	PUNCT
framr-4143	131	7	2025	2025	NUM
framr-4143	131	8	,	,	PUNCT
framr-4143	131	9	11(1	11(1	NUM
framr-4143	131	10	):	):	PUNCT
framr-4143	131	11	72	72	NUM
framr-4143	131	12	-	-	SYM
framr-4143	131	13	102	102	NUM
framr-4143	131	14	76	76	NUM
framr-4143	131	15	©	©	PROPN
framr-4143	131	16	2025	2025	NUM
framr-4143	131	17	conscientia	conscientia	PROPN
framr-4143	131	18	beam	beam	PROPN
framr-4143	131	19	.	.	PUNCT
framr-4143	132	1	all	all	DET
framr-4143	132	2	rights	right	NOUN
framr-4143	132	3	reserved	reserve	VERB
framr-4143	132	4	.	.	PUNCT
framr-4143	133	1	using	use	VERB
framr-4143	133	2	standard	standard	ADJ
framr-4143	133	3	communication	communication	NOUN
framr-4143	133	4	,	,	PUNCT
framr-4143	133	5	the	the	DET
framr-4143	133	6	internet	internet	NOUN
framr-4143	133	7	of	of	ADP
framr-4143	133	8	things	thing	NOUN
framr-4143	133	9	(	(	PUNCT
framr-4143	133	10	iot	iot	NOUN
framr-4143	133	11	)	)	PUNCT
framr-4143	133	12	links	link	NOUN
framr-4143	133	13	physical	physical	ADJ
framr-4143	133	14	objects	object	NOUN
framr-4143	133	15	to	to	ADP
framr-4143	133	16	the	the	DET
framr-4143	133	17	digital	digital	ADJ
framr-4143	133	18	world	world	NOUN
framr-4143	133	19	,	,	PUNCT
framr-4143	133	20	like	like	ADP
framr-4143	133	21	sensors	sensor	NOUN
framr-4143	133	22	,	,	PUNCT
framr-4143	133	23	pumps	pump	NOUN
framr-4143	133	24	,	,	PUNCT
framr-4143	133	25	thermometers	thermometer	NOUN
framr-4143	133	26	,	,	PUNCT
framr-4143	133	27	and	and	CCONJ
framr-4143	133	28	rfid	rfid	NOUN
framr-4143	133	29	tags	tag	NOUN
framr-4143	133	30	(	(	PUNCT
framr-4143	133	31	wortmann	wortmann	NOUN
framr-4143	133	32	&	&	CCONJ
framr-4143	133	33	flüchter	flücht	ADJ
framr-4143	133	34	,	,	PUNCT
framr-4143	133	35	2015	2015	NUM
framr-4143	133	36	)	)	PUNCT
framr-4143	133	37	.	.	PUNCT
framr-4143	134	1	sensor	sensor	NOUN
framr-4143	134	2	-	-	PUNCT
framr-4143	134	3	based	base	VERB
framr-4143	134	4	technology	technology	NOUN
framr-4143	134	5	in	in	ADP
framr-4143	134	6	the	the	DET
framr-4143	134	7	iot	iot	NOUN
framr-4143	134	8	makes	make	VERB
framr-4143	134	9	it	it	PRON
framr-4143	134	10	possible	possible	ADJ
framr-4143	134	11	for	for	SCONJ
framr-4143	134	12	all	all	DET
framr-4143	134	13	players	player	NOUN
framr-4143	134	14	in	in	ADP
framr-4143	134	15	a	a	DET
framr-4143	134	16	supply	supply	NOUN
framr-4143	134	17	chain	chain	NOUN
framr-4143	134	18	to	to	PART
framr-4143	134	19	share	share	VERB
framr-4143	134	20	information	information	NOUN
framr-4143	134	21	over	over	ADP
framr-4143	134	22	the	the	DET
framr-4143	134	23	internet	internet	NOUN
framr-4143	134	24	.	.	PUNCT
framr-4143	135	1	as	as	SCONJ
framr-4143	135	2	suggested	suggest	VERB
framr-4143	135	3	by	by	ADP
framr-4143	135	4	tu	tu	PROPN
framr-4143	135	5	,	,	PUNCT
framr-4143	135	6	liu	liu	PROPN
framr-4143	135	7	,	,	PUNCT
framr-4143	135	8	and	and	CCONJ
framr-4143	135	9	li	li	PROPN
framr-4143	135	10	(	(	PUNCT
framr-4143	135	11	2018	2018	NUM
framr-4143	135	12	)	)	PUNCT
framr-4143	135	13	iot	iot	NOUN
framr-4143	135	14	should	should	AUX
framr-4143	135	15	be	be	AUX
framr-4143	135	16	implemented	implement	VERB
framr-4143	135	17	within	within	ADP
framr-4143	135	18	supply	supply	NOUN
framr-4143	135	19	chain	chain	NOUN
framr-4143	135	20	transportation	transportation	NOUN
framr-4143	135	21	systems	system	NOUN
framr-4143	135	22	.	.	PUNCT
framr-4143	136	1	the	the	DET
framr-4143	136	2	proposed	propose	VERB
framr-4143	136	3	system	system	NOUN
framr-4143	136	4	would	would	AUX
framr-4143	136	5	be	be	AUX
framr-4143	136	6	able	able	ADJ
framr-4143	136	7	to	to	PART
framr-4143	136	8	monitor	monitor	VERB
framr-4143	136	9	products	product	NOUN
framr-4143	136	10	throughout	throughout	ADP
framr-4143	136	11	the	the	DET
framr-4143	136	12	supply	supply	NOUN
framr-4143	136	13	chain	chain	NOUN
framr-4143	136	14	.	.	PUNCT
framr-4143	137	1	furthermore	furthermore	ADV
framr-4143	137	2	,	,	PUNCT
framr-4143	137	3	the	the	DET
framr-4143	137	4	internet	internet	NOUN
framr-4143	137	5	of	of	ADP
framr-4143	137	6	things	thing	NOUN
framr-4143	137	7	(	(	PUNCT
framr-4143	137	8	iot	iot	NOUN
framr-4143	137	9	)	)	PUNCT
framr-4143	137	10	has	have	VERB
framr-4143	137	11	the	the	DET
framr-4143	137	12	potential	potential	NOUN
framr-4143	137	13	to	to	PART
framr-4143	137	14	enable	enable	VERB
framr-4143	137	15	stakeholders	stakeholder	NOUN
framr-4143	137	16	to	to	PART
framr-4143	137	17	participate	participate	VERB
framr-4143	137	18	in	in	ADP
framr-4143	137	19	the	the	DET
framr-4143	137	20	decision	decision	NOUN
framr-4143	137	21	-	-	PUNCT
framr-4143	137	22	making	make	VERB
framr-4143	137	23	process	process	NOUN
framr-4143	137	24	by	by	ADP
framr-4143	137	25	providing	provide	VERB
framr-4143	137	26	them	they	PRON
framr-4143	137	27	with	with	ADP
framr-4143	137	28	real	real	ADJ
framr-4143	137	29	-	-	PUNCT
framr-4143	137	30	time	time	NOUN
framr-4143	137	31	information	information	NOUN
framr-4143	137	32	(	(	PUNCT
framr-4143	137	33	rezaei	rezaei	PROPN
framr-4143	137	34	,	,	PUNCT
framr-4143	137	35	ortt	ortt	NOUN
framr-4143	137	36	,	,	PUNCT
framr-4143	137	37	&	&	CCONJ
framr-4143	137	38	roodhooft	roodhooft	ADJ
framr-4143	137	39	,	,	PUNCT
framr-4143	137	40	2017	2017	NUM
framr-4143	137	41	)	)	PUNCT
framr-4143	137	42	.	.	PUNCT
framr-4143	138	1	the	the	DET
framr-4143	138	2	iot	iot	NOUN
framr-4143	138	3	could	could	AUX
framr-4143	138	4	also	also	ADV
framr-4143	138	5	improve	improve	VERB
framr-4143	138	6	food	food	NOUN
framr-4143	138	7	supply	supply	NOUN
framr-4143	138	8	chains	chain	NOUN
framr-4143	138	9	by	by	ADP
framr-4143	138	10	facilitating	facilitate	VERB
framr-4143	138	11	the	the	DET
framr-4143	138	12	exchange	exchange	NOUN
framr-4143	138	13	of	of	ADP
framr-4143	138	14	information	information	NOUN
framr-4143	138	15	with	with	ADP
framr-4143	138	16	stakeholders	stakeholder	NOUN
framr-4143	138	17	and	and	CCONJ
framr-4143	138	18	providing	provide	VERB
framr-4143	138	19	a	a	DET
framr-4143	138	20	continuous	continuous	ADJ
framr-4143	138	21	monitoring	monitoring	NOUN
framr-4143	138	22	system	system	NOUN
framr-4143	138	23	(	(	PUNCT
framr-4143	138	24	tagarakis	tagarakis	PROPN
framr-4143	138	25	,	,	PUNCT
framr-4143	138	26	andriani	andriani	PROPN
framr-4143	138	27	,	,	PUNCT
framr-4143	138	28	&	&	CCONJ
framr-4143	138	29	sideris	sideris	PROPN
framr-4143	138	30	,	,	PUNCT
framr-4143	138	31	2021	2021	NUM
framr-4143	138	32	)	)	PUNCT
framr-4143	138	33	.	.	PUNCT
framr-4143	139	1	2.6	2.6	NUM
framr-4143	139	2	.	.	PUNCT
framr-4143	139	3	radio	radio	NOUN
framr-4143	139	4	frequency	frequency	NOUN
framr-4143	139	5	identification	identification	NOUN
framr-4143	139	6	(	(	PUNCT
framr-4143	139	7	rfid	rfid	NOUN
framr-4143	139	8	)	)	PUNCT
framr-4143	139	9	a	a	DET
framr-4143	139	10	key	key	ADJ
framr-4143	139	11	device	device	NOUN
framr-4143	139	12	that	that	PRON
framr-4143	139	13	is	be	AUX
framr-4143	139	14	widely	widely	ADV
framr-4143	139	15	used	use	VERB
framr-4143	139	16	and	and	CCONJ
framr-4143	139	17	seen	see	VERB
framr-4143	139	18	as	as	ADP
framr-4143	139	19	necessary	necessary	ADJ
framr-4143	139	20	for	for	SCONJ
framr-4143	139	21	the	the	DET
framr-4143	139	22	iot	iot	NOUN
framr-4143	139	23	is	be	AUX
framr-4143	139	24	radio	radio	NOUN
framr-4143	139	25	frequency	frequency	NOUN
framr-4143	139	26	identification	identification	NOUN
framr-4143	139	27	(	(	PUNCT
framr-4143	139	28	rfid	rfid	NOUN
framr-4143	139	29	)	)	PUNCT
framr-4143	139	30	.	.	PUNCT
framr-4143	140	1	it	it	PRON
framr-4143	140	2	has	have	VERB
framr-4143	140	3	three	three	NUM
framr-4143	140	4	main	main	ADJ
framr-4143	140	5	parts	part	NOUN
framr-4143	140	6	:	:	PUNCT
framr-4143	140	7	an	an	DET
framr-4143	140	8	rfid	rfid	NOUN
framr-4143	140	9	tag	tag	NOUN
framr-4143	140	10	,	,	PUNCT
framr-4143	140	11	which	which	PRON
framr-4143	140	12	is	be	AUX
framr-4143	140	13	made	make	VERB
framr-4143	140	14	up	up	ADP
framr-4143	140	15	of	of	ADP
framr-4143	140	16	a	a	DET
framr-4143	140	17	chip	chip	NOUN
framr-4143	140	18	and	and	CCONJ
framr-4143	140	19	an	an	DET
framr-4143	140	20	antenna	antenna	NOUN
framr-4143	140	21	;	;	PUNCT
framr-4143	140	22	a	a	DET
framr-4143	140	23	reader	reader	NOUN
framr-4143	140	24	,	,	PUNCT
framr-4143	140	25	which	which	PRON
framr-4143	140	26	sends	send	VERB
framr-4143	140	27	radio	radio	NOUN
framr-4143	140	28	signals	signal	NOUN
framr-4143	140	29	and	and	CCONJ
framr-4143	140	30	gets	get	VERB
framr-4143	140	31	responses	response	NOUN
framr-4143	140	32	from	from	ADP
framr-4143	140	33	tags	tag	NOUN
framr-4143	140	34	;	;	PUNCT
framr-4143	140	35	and	and	CCONJ
framr-4143	140	36	middleware	middleware	NOUN
framr-4143	140	37	,	,	PUNCT
framr-4143	140	38	which	which	PRON
framr-4143	140	39	connects	connect	VERB
framr-4143	140	40	rfid	rfid	ADJ
framr-4143	140	41	hardware	hardware	NOUN
framr-4143	140	42	to	to	ADP
framr-4143	140	43	business	business	NOUN
framr-4143	140	44	applications	application	NOUN
framr-4143	140	45	(	(	PUNCT
framr-4143	140	46	sarac	sarac	NOUN
framr-4143	140	47	,	,	PUNCT
framr-4143	140	48	abolhasani	abolhasani	NOUN
framr-4143	140	49	,	,	PUNCT
framr-4143	140	50	&	&	CCONJ
framr-4143	140	51	syntetos	syntetos	PROPN
framr-4143	140	52	,	,	PUNCT
framr-4143	140	53	2010	2010	NUM
framr-4143	140	54	)	)	PUNCT
framr-4143	140	55	.	.	PUNCT
framr-4143	141	1	as	as	SCONJ
framr-4143	141	2	companies	company	NOUN
framr-4143	141	3	become	become	VERB
framr-4143	141	4	more	more	ADV
framr-4143	141	5	digital	digital	ADJ
framr-4143	141	6	,	,	PUNCT
framr-4143	141	7	rfid	rfid	NOUN
framr-4143	141	8	helps	help	VERB
framr-4143	141	9	them	they	PRON
framr-4143	141	10	do	do	VERB
framr-4143	141	11	so	so	ADV
framr-4143	141	12	by	by	ADP
framr-4143	141	13	allowing	allow	VERB
framr-4143	141	14	a	a	DET
framr-4143	141	15	common	common	ADJ
framr-4143	141	16	framework	framework	NOUN
framr-4143	141	17	across	across	ADP
framr-4143	141	18	businesses	business	NOUN
framr-4143	141	19	,	,	PUNCT
framr-4143	141	20	superior	superior	ADJ
framr-4143	141	21	compatibility	compatibility	NOUN
framr-4143	141	22	with	with	ADP
framr-4143	141	23	it	it	PRON
framr-4143	141	24	systems	system	NOUN
framr-4143	141	25	,	,	PUNCT
framr-4143	141	26	ease	ease	NOUN
framr-4143	141	27	of	of	ADP
framr-4143	141	28	use	use	NOUN
framr-4143	141	29	,	,	PUNCT
framr-4143	141	30	and	and	CCONJ
framr-4143	141	31	collaboration	collaboration	NOUN
framr-4143	141	32	between	between	ADP
framr-4143	141	33	functional	functional	ADJ
framr-4143	141	34	areas	area	NOUN
framr-4143	141	35	(	(	PUNCT
framr-4143	141	36	kamble	kamble	ADJ
framr-4143	141	37	,	,	PUNCT
framr-4143	141	38	gunasekaran	gunasekaran	NOUN
framr-4143	141	39	,	,	PUNCT
framr-4143	141	40	&	&	CCONJ
framr-4143	141	41	sharma	sharma	PROPN
framr-4143	141	42	,	,	PUNCT
framr-4143	141	43	2019	2019	NUM
framr-4143	141	44	)	)	PUNCT
framr-4143	141	45	.	.	PUNCT
framr-4143	142	1	rfid	rfid	NOUN
framr-4143	142	2	helps	help	VERB
framr-4143	142	3	digitize	digitize	VERB
framr-4143	142	4	supply	supply	NOUN
framr-4143	142	5	chains	chain	NOUN
framr-4143	142	6	because	because	SCONJ
framr-4143	142	7	it	it	PRON
framr-4143	142	8	creates	create	VERB
framr-4143	142	9	data	datum	NOUN
framr-4143	142	10	from	from	ADP
framr-4143	142	11	sensors	sensor	NOUN
framr-4143	142	12	that	that	PRON
framr-4143	142	13	can	can	AUX
framr-4143	142	14	be	be	AUX
framr-4143	142	15	analyzed	analyze	VERB
framr-4143	142	16	to	to	PART
framr-4143	142	17	find	find	VERB
framr-4143	142	18	ways	way	NOUN
framr-4143	142	19	to	to	PART
framr-4143	142	20	automate	automate	VERB
framr-4143	142	21	and	and	CCONJ
framr-4143	142	22	improve	improve	VERB
framr-4143	142	23	processes	process	NOUN
framr-4143	142	24	.	.	PUNCT
framr-4143	143	1	rfid	rfid	NOUN
framr-4143	143	2	technology	technology	NOUN
framr-4143	143	3	works	work	VERB
framr-4143	143	4	by	by	ADP
framr-4143	143	5	detecting	detect	VERB
framr-4143	143	6	when	when	SCONJ
framr-4143	143	7	an	an	DET
framr-4143	143	8	item	item	NOUN
framr-4143	143	9	is	be	AUX
framr-4143	143	10	nearby	nearby	ADJ
framr-4143	143	11	,	,	PUNCT
framr-4143	143	12	recording	recording	NOUN
framr-4143	143	13	data	datum	NOUN
framr-4143	143	14	,	,	PUNCT
framr-4143	143	15	and	and	CCONJ
framr-4143	143	16	then	then	ADV
framr-4143	143	17	storing	store	VERB
framr-4143	143	18	that	that	DET
framr-4143	143	19	data	datum	NOUN
framr-4143	143	20	(	(	PUNCT
framr-4143	143	21	musa	musa	PROPN
framr-4143	143	22	&	&	CCONJ
framr-4143	143	23	dabo	dabo	PROPN
framr-4143	143	24	,	,	PUNCT
framr-4143	143	25	2016	2016	NUM
framr-4143	143	26	)	)	PUNCT
framr-4143	143	27	.	.	PUNCT
framr-4143	144	1	system	system	NOUN
framr-4143	144	2	data	datum	NOUN
framr-4143	144	3	analysis	analysis	NOUN
framr-4143	144	4	produces	produce	VERB
framr-4143	144	5	data	data	NOUN
framr-4143	144	6	-	-	PUNCT
framr-4143	144	7	driven	drive	VERB
framr-4143	144	8	ideas	idea	NOUN
framr-4143	144	9	that	that	PRON
framr-4143	144	10	help	help	VERB
framr-4143	144	11	with	with	ADP
framr-4143	144	12	optimization	optimization	NOUN
framr-4143	144	13	decision	decision	NOUN
framr-4143	144	14	-	-	PUNCT
framr-4143	144	15	making	making	NOUN
framr-4143	144	16	(	(	PUNCT
framr-4143	144	17	fanti	fanti	PROPN
framr-4143	144	18	,	,	PUNCT
framr-4143	144	19	gabbrielli	gabbrielli	PROPN
framr-4143	144	20	,	,	PUNCT
framr-4143	144	21	&	&	CCONJ
framr-4143	144	22	pappalardo	pappalardo	PROPN
framr-4143	144	23	,	,	PUNCT
framr-4143	144	24	2017	2017	NUM
framr-4143	144	25	)	)	PUNCT
framr-4143	144	26	.	.	PUNCT
framr-4143	145	1	rfid	rfid	NOUN
framr-4143	145	2	offers	offer	VERB
framr-4143	145	3	real	real	ADJ
framr-4143	145	4	-	-	PUNCT
framr-4143	145	5	time	time	NOUN
framr-4143	145	6	data	datum	NOUN
framr-4143	145	7	that	that	PRON
framr-4143	145	8	boosts	boost	VERB
framr-4143	145	9	overall	overall	ADJ
framr-4143	145	10	efficiency	efficiency	NOUN
framr-4143	145	11	and	and	CCONJ
framr-4143	145	12	accuracy	accuracy	NOUN
framr-4143	145	13	,	,	PUNCT
framr-4143	145	14	which	which	PRON
framr-4143	145	15	can	can	AUX
framr-4143	145	16	help	help	VERB
framr-4143	145	17	increase	increase	VERB
framr-4143	145	18	inventory	inventory	NOUN
framr-4143	145	19	levels	level	NOUN
framr-4143	145	20	,	,	PUNCT
framr-4143	145	21	shorten	shorten	VERB
framr-4143	145	22	delivery	delivery	NOUN
framr-4143	145	23	routes	route	NOUN
framr-4143	145	24	,	,	PUNCT
framr-4143	145	25	and	and	CCONJ
framr-4143	145	26	improve	improve	VERB
framr-4143	145	27	the	the	DET
framr-4143	145	28	customer	customer	NOUN
framr-4143	145	29	experience	experience	NOUN
framr-4143	145	30	(	(	PUNCT
framr-4143	145	31	choi	choi	NOUN
framr-4143	145	32	,	,	PUNCT
framr-4143	145	33	rogers	roger	NOUN
framr-4143	145	34	,	,	PUNCT
framr-4143	145	35	&	&	CCONJ
framr-4143	145	36	vakil	vakil	PROPN
framr-4143	145	37	,	,	PUNCT
framr-4143	145	38	2018	2018	NUM
framr-4143	145	39	)	)	PUNCT
framr-4143	145	40	.	.	PUNCT
framr-4143	146	1	2.7	2.7	NUM
framr-4143	146	2	.	.	PUNCT
framr-4143	146	3	robotics	robotic	NOUN
framr-4143	146	4	and	and	CCONJ
framr-4143	146	5	automation	automation	NOUN
framr-4143	146	6	due	due	ADP
framr-4143	146	7	to	to	ADP
framr-4143	146	8	the	the	DET
framr-4143	146	9	need	need	NOUN
framr-4143	146	10	for	for	ADP
framr-4143	146	11	faster	fast	ADJ
framr-4143	146	12	and	and	CCONJ
framr-4143	146	13	more	more	ADV
framr-4143	146	14	efficient	efficient	ADJ
framr-4143	146	15	supply	supply	NOUN
framr-4143	146	16	chains	chain	NOUN
framr-4143	146	17	,	,	PUNCT
framr-4143	146	18	robotics	robotic	NOUN
framr-4143	146	19	and	and	CCONJ
framr-4143	146	20	automation	automation	NOUN
framr-4143	146	21	have	have	AUX
framr-4143	146	22	become	become	VERB
framr-4143	146	23	crucial	crucial	ADJ
framr-4143	146	24	supply	supply	NOUN
framr-4143	146	25	chain	chain	NOUN
framr-4143	146	26	management	management	NOUN
framr-4143	146	27	technologies	technology	NOUN
framr-4143	146	28	.	.	PUNCT
framr-4143	147	1	robotics	robotic	NOUN
framr-4143	147	2	and	and	CCONJ
framr-4143	147	3	automation	automation	NOUN
framr-4143	147	4	increase	increase	NOUN
framr-4143	147	5	supply	supply	NOUN
framr-4143	147	6	chain	chain	NOUN
framr-4143	147	7	management	management	NOUN
framr-4143	147	8	by	by	ADP
framr-4143	147	9	lowering	lower	VERB
framr-4143	147	10	long	long	ADJ
framr-4143	147	11	-	-	PUNCT
framr-4143	147	12	term	term	NOUN
framr-4143	147	13	costs	cost	NOUN
framr-4143	147	14	,	,	PUNCT
framr-4143	147	15	increasing	increase	VERB
framr-4143	147	16	work	work	NOUN
framr-4143	147	17	and	and	CCONJ
framr-4143	147	18	usage	usage	NOUN
framr-4143	147	19	strength	strength	NOUN
framr-4143	147	20	,	,	PUNCT
framr-4143	147	21	reducing	reduce	VERB
framr-4143	147	22	errors	error	NOUN
framr-4143	147	23	,	,	PUNCT
framr-4143	147	24	minimizing	minimize	VERB
framr-4143	147	25	repetitive	repetitive	ADJ
framr-4143	147	26	inventory	inventory	NOUN
framr-4143	147	27	checks	check	NOUN
framr-4143	147	28	,	,	PUNCT
framr-4143	147	29	updating	update	VERB
framr-4143	147	30	orchestration	orchestration	NOUN
framr-4143	147	31	,	,	PUNCT
framr-4143	147	32	managing	managing	NOUN
framr-4143	147	33	times	time	NOUN
framr-4143	147	34	,	,	PUNCT
framr-4143	147	35	and	and	CCONJ
framr-4143	147	36	assembling	assemble	VERB
framr-4143	147	37	induction	induction	NOUN
framr-4143	147	38	to	to	ADP
framr-4143	147	39	risky	risky	ADJ
framr-4143	147	40	and	and	CCONJ
framr-4143	147	41	problematic	problematic	ADJ
framr-4143	147	42	areas	area	NOUN
framr-4143	147	43	(	(	PUNCT
framr-4143	147	44	mohan	mohan	PROPN
framr-4143	147	45	banur	banur	PROPN
framr-4143	147	46	,	,	PUNCT
framr-4143	147	47	patle	patle	NOUN
framr-4143	147	48	,	,	PUNCT
framr-4143	147	49	&	&	CCONJ
framr-4143	147	50	pawar	pawar	PROPN
framr-4143	147	51	,	,	PUNCT
framr-4143	147	52	2024	2024	NUM
framr-4143	147	53	)	)	PUNCT
framr-4143	147	54	.	.	PUNCT
framr-4143	148	1	advanced	advanced	ADJ
framr-4143	148	2	robotics	robotic	NOUN
framr-4143	148	3	is	be	AUX
framr-4143	148	4	a	a	DET
framr-4143	148	5	common	common	ADJ
framr-4143	148	6	way	way	NOUN
framr-4143	148	7	to	to	PART
framr-4143	148	8	improve	improve	VERB
framr-4143	148	9	efficiency	efficiency	NOUN
framr-4143	148	10	in	in	ADP
framr-4143	148	11	warehousing	warehousing	NOUN
framr-4143	148	12	and	and	CCONJ
framr-4143	148	13	manufacturing	manufacturing	NOUN
framr-4143	148	14	tasks	task	NOUN
framr-4143	148	15	like	like	ADP
framr-4143	148	16	picking	picking	NOUN
framr-4143	148	17	and	and	CCONJ
framr-4143	148	18	packaging	packaging	NOUN
framr-4143	148	19	,	,	PUNCT
framr-4143	148	20	welding	welding	NOUN
framr-4143	148	21	,	,	PUNCT
framr-4143	148	22	and	and	CCONJ
framr-4143	148	23	inspection	inspection	NOUN
framr-4143	148	24	(	(	PUNCT
framr-4143	148	25	krueger	krueger	PROPN
framr-4143	148	26	,	,	PUNCT
framr-4143	148	27	sutherland	sutherland	PROPN
framr-4143	148	28	,	,	PUNCT
framr-4143	148	29	&	&	CCONJ
framr-4143	148	30	rohn	rohn	PROPN
framr-4143	148	31	,	,	PUNCT
framr-4143	148	32	2016	2016	NUM
framr-4143	148	33	)	)	PUNCT
framr-4143	148	34	.	.	PUNCT
framr-4143	149	1	it	it	PRON
framr-4143	149	2	eliminates	eliminate	VERB
framr-4143	149	3	the	the	DET
framr-4143	149	4	need	need	NOUN
framr-4143	149	5	for	for	ADP
framr-4143	149	6	complex	complex	ADJ
framr-4143	149	7	,	,	PUNCT
framr-4143	149	8	repetitive	repetitive	ADJ
framr-4143	149	9	work	work	NOUN
framr-4143	149	10	,	,	PUNCT
framr-4143	149	11	lowers	lower	VERB
framr-4143	149	12	costs	cost	NOUN
framr-4143	149	13	,	,	PUNCT
framr-4143	149	14	saves	save	VERB
framr-4143	149	15	energy	energy	NOUN
framr-4143	149	16	,	,	PUNCT
framr-4143	149	17	and	and	CCONJ
framr-4143	149	18	creates	create	VERB
framr-4143	149	19	a	a	DET
framr-4143	149	20	safer	safe	ADJ
framr-4143	149	21	,	,	PUNCT
framr-4143	149	22	healthier	healthy	ADJ
framr-4143	149	23	workplace	workplace	NOUN
framr-4143	149	24	(	(	PUNCT
framr-4143	149	25	ganesan	ganesan	PROPN
framr-4143	149	26	,	,	PUNCT
framr-4143	149	27	gupta	gupta	PROPN
framr-4143	149	28	,	,	PUNCT
framr-4143	149	29	&	&	CCONJ
framr-4143	149	30	kumar	kumar	PROPN
framr-4143	149	31	,	,	PUNCT
framr-4143	149	32	2017	2017	NUM
framr-4143	149	33	)	)	PUNCT
framr-4143	149	34	.	.	PUNCT
framr-4143	150	1	as	as	SCONJ
framr-4143	150	2	automation	automation	NOUN
framr-4143	150	3	rises	rise	VERB
framr-4143	150	4	,	,	PUNCT
framr-4143	150	5	fewer	few	ADJ
framr-4143	150	6	workers	worker	NOUN
framr-4143	150	7	are	be	AUX
framr-4143	150	8	needed	need	VERB
framr-4143	150	9	to	to	PART
framr-4143	150	10	do	do	VERB
framr-4143	150	11	routine	routine	ADJ
framr-4143	150	12	duties	duty	NOUN
framr-4143	150	13	,	,	PUNCT
framr-4143	150	14	which	which	PRON
framr-4143	150	15	lowers	lower	VERB
framr-4143	150	16	emissions	emission	NOUN
framr-4143	150	17	and	and	CCONJ
framr-4143	150	18	saves	save	VERB
framr-4143	150	19	energy	energy	NOUN
framr-4143	150	20	(	(	PUNCT
framr-4143	150	21	moglia	moglia	PROPN
framr-4143	150	22	,	,	PUNCT
framr-4143	150	23	alvarez	alvarez	PROPN
framr-4143	150	24	,	,	PUNCT
framr-4143	150	25	&	&	CCONJ
framr-4143	150	26	marquez	marquez	PROPN
framr-4143	150	27	,	,	PUNCT
framr-4143	150	28	2021	2021	NUM
framr-4143	150	29	)	)	PUNCT
framr-4143	150	30	.	.	PUNCT
framr-4143	151	1	3	3	X
framr-4143	151	2	.	.	X
framr-4143	151	3	emerging	emerge	VERB
framr-4143	151	4	technologies	technology	NOUN
framr-4143	151	5	in	in	ADP
framr-4143	151	6	supply	supply	NOUN
framr-4143	151	7	chain	chain	NOUN
framr-4143	151	8	management	management	NOUN
framr-4143	151	9	3.1	3.1	NUM
framr-4143	151	10	.	.	PUNCT
framr-4143	152	1	ai	ai	VERB
framr-4143	152	2	application	application	NOUN
framr-4143	152	3	in	in	ADP
framr-4143	152	4	supply	supply	NOUN
framr-4143	152	5	chain	chain	NOUN
framr-4143	152	6	management	management	NOUN
framr-4143	152	7	over	over	ADP
framr-4143	152	8	the	the	DET
framr-4143	152	9	past	past	ADJ
framr-4143	152	10	few	few	ADJ
framr-4143	152	11	years	year	NOUN
framr-4143	152	12	,	,	PUNCT
framr-4143	152	13	ai	ai	AUX
framr-4143	152	14	has	have	AUX
framr-4143	152	15	revolutionized	revolutionize	VERB
framr-4143	152	16	scm	scm	PROPN
framr-4143	152	17	by	by	ADP
framr-4143	152	18	increasing	increase	VERB
framr-4143	152	19	the	the	DET
framr-4143	152	20	effectiveness	effectiveness	NOUN
framr-4143	152	21	and	and	CCONJ
framr-4143	152	22	efficiency	efficiency	NOUN
framr-4143	152	23	of	of	ADP
framr-4143	152	24	supply	supply	NOUN
framr-4143	152	25	chains	chain	NOUN
framr-4143	152	26	at	at	ADP
framr-4143	152	27	lower	low	ADJ
framr-4143	152	28	costs	cost	NOUN
framr-4143	152	29	and	and	CCONJ
framr-4143	152	30	with	with	ADP
framr-4143	152	31	better	well	ADJ
framr-4143	152	32	information	information	NOUN
framr-4143	152	33	.	.	PUNCT
framr-4143	153	1	the	the	DET
framr-4143	153	2	application	application	NOUN
framr-4143	153	3	of	of	ADP
framr-4143	153	4	ai	ai	NOUN
framr-4143	153	5	in	in	ADP
framr-4143	153	6	various	various	ADJ
framr-4143	153	7	aspects	aspect	NOUN
framr-4143	153	8	of	of	ADP
framr-4143	153	9	the	the	DET
framr-4143	153	10	supply	supply	NOUN
framr-4143	153	11	chain	chain	NOUN
framr-4143	153	12	enables	enable	VERB
framr-4143	153	13	organizations	organization	NOUN
framr-4143	153	14	to	to	PART
framr-4143	153	15	handle	handle	VERB
framr-4143	153	16	the	the	DET
framr-4143	153	17	competitiveness	competitiveness	NOUN
framr-4143	153	18	of	of	ADP
framr-4143	153	19	today	today	NOUN
framr-4143	153	20	’s	’s	PART
framr-4143	153	21	approaches	approach	NOUN
framr-4143	153	22	.	.	PUNCT
framr-4143	154	1	some	some	PRON
framr-4143	154	2	of	of	ADP
framr-4143	154	3	the	the	DET
framr-4143	154	4	areas	area	NOUN
framr-4143	154	5	where	where	SCONJ
framr-4143	154	6	ai	ai	NOUN
framr-4143	154	7	is	be	AUX
framr-4143	154	8	proving	prove	VERB
framr-4143	154	9	highly	highly	ADV
framr-4143	154	10	beneficial	beneficial	ADJ
framr-4143	154	11	include	include	VERB
framr-4143	154	12	demand	demand	NOUN
framr-4143	154	13	planning	planning	NOUN
framr-4143	154	14	,	,	PUNCT
framr-4143	154	15	warehouse	warehouse	NOUN
framr-4143	154	16	management	management	NOUN
framr-4143	154	17	,	,	PUNCT
framr-4143	154	18	transportation	transportation	NOUN
framr-4143	154	19	and	and	CCONJ
framr-4143	154	20	routing	routing	NOUN
framr-4143	154	21	solutions	solution	NOUN
framr-4143	154	22	,	,	PUNCT
framr-4143	154	23	supplier	supplier	NOUN
framr-4143	154	24	identification	identification	NOUN
framr-4143	154	25	,	,	PUNCT
framr-4143	154	26	and	and	CCONJ
framr-4143	154	27	predictive	predictive	ADJ
framr-4143	154	28	maintenance	maintenance	NOUN
framr-4143	154	29	.	.	PUNCT
framr-4143	155	1	this	this	DET
framr-4143	155	2	paper	paper	NOUN
framr-4143	155	3	will	will	AUX
framr-4143	155	4	discuss	discuss	VERB
framr-4143	155	5	these	these	DET
framr-4143	155	6	applications	application	NOUN
framr-4143	155	7	in	in	ADP
framr-4143	155	8	detail	detail	NOUN
framr-4143	155	9	,	,	PUNCT
framr-4143	155	10	with	with	ADP
framr-4143	155	11	real	real	ADJ
framr-4143	155	12	-	-	PUNCT
framr-4143	155	13	life	life	NOUN
framr-4143	155	14	data	datum	NOUN
framr-4143	155	15	and	and	CCONJ
framr-4143	155	16	case	case	NOUN
framr-4143	155	17	studies	study	NOUN
framr-4143	155	18	to	to	PART
framr-4143	155	19	show	show	VERB
framr-4143	155	20	how	how	SCONJ
framr-4143	155	21	pragmatic	pragmatic	ADJ
framr-4143	155	22	ai	ai	NOUN
framr-4143	155	23	is	be	AUX
framr-4143	155	24	for	for	ADP
framr-4143	155	25	scm	scm	PROPN
framr-4143	155	26	.	.	PUNCT
framr-4143	156	1	3.1.1	3.1.1	X
framr-4143	156	2	.	.	PUNCT
framr-4143	157	1	demand	demand	NOUN
framr-4143	157	2	forecasting	forecasting	NOUN
framr-4143	157	3	demand	demand	NOUN
framr-4143	157	4	forecasting	forecasting	NOUN
framr-4143	157	5	is	be	AUX
framr-4143	157	6	one	one	NUM
framr-4143	157	7	of	of	ADP
framr-4143	157	8	the	the	DET
framr-4143	157	9	most	most	ADV
framr-4143	157	10	crucial	crucial	ADJ
framr-4143	157	11	aspects	aspect	NOUN
framr-4143	157	12	of	of	ADP
framr-4143	157	13	scm	scm	PROPN
framr-4143	157	14	and	and	CCONJ
framr-4143	157	15	a	a	DET
framr-4143	157	16	key	key	ADJ
framr-4143	157	17	application	application	NOUN
framr-4143	157	18	of	of	ADP
framr-4143	157	19	ai	ai	NOUN
framr-4143	157	20	in	in	ADP
framr-4143	157	21	the	the	DET
framr-4143	157	22	field	field	NOUN
framr-4143	157	23	.	.	PUNCT
framr-4143	158	1	it	it	PRON
framr-4143	158	2	is	be	AUX
framr-4143	158	3	essential	essential	ADJ
framr-4143	158	4	to	to	PART
framr-4143	158	5	accurately	accurately	ADV
framr-4143	158	6	forecast	forecast	VERB
framr-4143	158	7	future	future	ADJ
framr-4143	158	8	needs	need	NOUN
framr-4143	158	9	to	to	PART
framr-4143	158	10	ensure	ensure	VERB
framr-4143	158	11	the	the	DET
framr-4143	158	12	company	company	NOUN
framr-4143	158	13	purchases	purchase	VERB
framr-4143	158	14	the	the	DET
framr-4143	158	15	right	right	ADJ
framr-4143	158	16	inventory	inventory	NOUN
framr-4143	158	17	to	to	PART
framr-4143	158	18	meet	meet	VERB
framr-4143	158	19	clients	client	NOUN
framr-4143	158	20	’	’	PART
framr-4143	158	21	demands	demand	NOUN
framr-4143	158	22	.	.	PUNCT
framr-4143	159	1	financial	financial	ADJ
framr-4143	159	2	risk	risk	NOUN
framr-4143	159	3	and	and	CCONJ
framr-4143	159	4	management	management	NOUN
framr-4143	159	5	reviews	review	NOUN
framr-4143	159	6	,	,	PUNCT
framr-4143	159	7	2025	2025	NUM
framr-4143	159	8	,	,	PUNCT
framr-4143	159	9	11(1	11(1	NUM
framr-4143	159	10	):	):	PUNCT
framr-4143	159	11	72	72	NUM
framr-4143	159	12	-	-	SYM
framr-4143	159	13	102	102	NUM
framr-4143	159	14	77	77	NUM
framr-4143	159	15	©	©	PROPN
framr-4143	159	16	2025	2025	NUM
framr-4143	159	17	conscientia	conscientia	PROPN
framr-4143	159	18	beam	beam	PROPN
framr-4143	159	19	.	.	PUNCT
framr-4143	160	1	all	all	DET
framr-4143	160	2	rights	right	NOUN
framr-4143	160	3	reserved	reserve	VERB
framr-4143	160	4	.	.	PUNCT
framr-4143	161	1	traditional	traditional	ADJ
framr-4143	161	2	forecasting	forecasting	NOUN
framr-4143	161	3	methods	method	NOUN
framr-4143	161	4	rely	rely	VERB
framr-4143	161	5	on	on	ADP
framr-4143	161	6	general	general	ADJ
framr-4143	161	7	trends	trend	NOUN
framr-4143	161	8	and	and	CCONJ
framr-4143	161	9	statistical	statistical	ADJ
framr-4143	161	10	models	model	NOUN
framr-4143	161	11	,	,	PUNCT
framr-4143	161	12	but	but	CCONJ
framr-4143	161	13	these	these	DET
framr-4143	161	14	approaches	approach	NOUN
framr-4143	161	15	often	often	ADV
framr-4143	161	16	fail	fail	VERB
framr-4143	161	17	to	to	PART
framr-4143	161	18	account	account	VERB
framr-4143	161	19	for	for	ADP
framr-4143	161	20	market	market	NOUN
framr-4143	161	21	fluctuations	fluctuation	NOUN
framr-4143	161	22	,	,	PUNCT
framr-4143	161	23	social	social	ADJ
framr-4143	161	24	changes	change	NOUN
framr-4143	161	25	,	,	PUNCT
framr-4143	161	26	global	global	ADJ
framr-4143	161	27	crises	crisis	NOUN
framr-4143	161	28	,	,	PUNCT
framr-4143	161	29	or	or	CCONJ
framr-4143	161	30	other	other	ADJ
framr-4143	161	31	disasters	disaster	NOUN
framr-4143	161	32	.	.	PUNCT
framr-4143	162	1	figure	figure	VERB
framr-4143	162	2	1	1	NUM
framr-4143	162	3	.	.	PUNCT
framr-4143	163	1	ai	ai	VERB
framr-4143	163	2	enhances	enhance	NOUN
framr-4143	163	3	demand	demand	NOUN
framr-4143	163	4	forecasting	forecasting	NOUN
framr-4143	163	5	accuracy	accuracy	NOUN
framr-4143	163	6	with	with	ADP
framr-4143	163	7	real	real	ADJ
framr-4143	163	8	-	-	PUNCT
framr-4143	163	9	time	time	NOUN
framr-4143	163	10	data	datum	NOUN
framr-4143	163	11	integration	integration	NOUN
framr-4143	163	12	.	.	PUNCT
framr-4143	164	1	figure	figure	NOUN
framr-4143	164	2	1	1	NUM
framr-4143	164	3	shows	show	VERB
framr-4143	164	4	how	how	SCONJ
framr-4143	164	5	ai	ai	VERB
framr-4143	164	6	criteria	criterion	NOUN
framr-4143	164	7	for	for	ADP
framr-4143	164	8	demand	demand	NOUN
framr-4143	164	9	forecasting	forecasting	NOUN
framr-4143	164	10	are	be	AUX
framr-4143	164	11	used	use	VERB
framr-4143	164	12	to	to	PART
framr-4143	164	13	consider	consider	VERB
framr-4143	164	14	sales	sale	NOUN
framr-4143	164	15	information	information	NOUN
framr-4143	164	16	,	,	PUNCT
framr-4143	164	17	characteristics	characteristic	NOUN
framr-4143	164	18	of	of	ADP
framr-4143	164	19	potential	potential	ADJ
framr-4143	164	20	buyers	buyer	NOUN
framr-4143	164	21	,	,	PUNCT
framr-4143	164	22	and	and	CCONJ
framr-4143	164	23	external	external	ADJ
framr-4143	164	24	conditions	condition	NOUN
framr-4143	164	25	to	to	PART
framr-4143	164	26	enhance	enhance	VERB
framr-4143	164	27	the	the	DET
framr-4143	164	28	reliability	reliability	NOUN
framr-4143	164	29	of	of	ADP
framr-4143	164	30	the	the	DET
framr-4143	164	31	forecast	forecast	NOUN
framr-4143	164	32	,	,	PUNCT
framr-4143	164	33	minimize	minimize	VERB
framr-4143	164	34	lost	lose	VERB
framr-4143	164	35	sales	sale	NOUN
framr-4143	164	36	,	,	PUNCT
framr-4143	164	37	and	and	CCONJ
framr-4143	164	38	minimize	minimize	VERB
framr-4143	164	39	holding	hold	VERB
framr-4143	164	40	costs	cost	NOUN
framr-4143	164	41	.	.	PUNCT
framr-4143	165	1	businesses	business	NOUN
framr-4143	165	2	can	can	AUX
framr-4143	165	3	more	more	ADV
framr-4143	165	4	readily	readily	ADV
framr-4143	165	5	forecast	forecast	VERB
framr-4143	165	6	demand	demand	NOUN
framr-4143	165	7	by	by	ADP
framr-4143	165	8	leveraging	leverage	VERB
framr-4143	165	9	algorithms	algorithm	NOUN
framr-4143	165	10	,	,	PUNCT
framr-4143	165	11	thus	thus	ADV
framr-4143	165	12	making	make	VERB
framr-4143	165	13	the	the	DET
framr-4143	165	14	right	right	ADJ
framr-4143	165	15	decisions	decision	NOUN
framr-4143	165	16	about	about	ADP
framr-4143	165	17	inventory	inventory	NOUN
framr-4143	165	18	,	,	PUNCT
framr-4143	165	19	all	all	PRON
framr-4143	165	20	of	of	ADP
framr-4143	165	21	which	which	PRON
framr-4143	165	22	lead	lead	VERB
framr-4143	165	23	to	to	ADP
framr-4143	165	24	better	well	ADJ
framr-4143	165	25	business	business	NOUN
framr-4143	165	26	operations	operation	NOUN
framr-4143	165	27	and	and	CCONJ
framr-4143	165	28	costs	cost	NOUN
framr-4143	165	29	.	.	PUNCT
framr-4143	166	1	ai	ai	AUX
framr-4143	166	2	-	-	PUNCT
framr-4143	166	3	based	base	VERB
framr-4143	166	4	demand	demand	NOUN
framr-4143	166	5	forecasting	forecasting	NOUN
framr-4143	166	6	models	model	NOUN
framr-4143	166	7	surpass	surpass	VERB
framr-4143	166	8	traditional	traditional	ADJ
framr-4143	166	9	methods	method	NOUN
framr-4143	166	10	by	by	ADP
framr-4143	166	11	analyzing	analyze	VERB
framr-4143	166	12	large	large	ADJ
framr-4143	166	13	amounts	amount	NOUN
framr-4143	166	14	of	of	ADP
framr-4143	166	15	data	datum	NOUN
framr-4143	166	16	,	,	PUNCT
framr-4143	166	17	including	include	VERB
framr-4143	166	18	current	current	ADJ
framr-4143	166	19	sales	sale	NOUN
framr-4143	166	20	data	datum	NOUN
framr-4143	166	21	,	,	PUNCT
framr-4143	166	22	customer	customer	NOUN
framr-4143	166	23	behavior	behavior	NOUN
framr-4143	166	24	,	,	PUNCT
framr-4143	166	25	and	and	CCONJ
framr-4143	166	26	external	external	ADJ
framr-4143	166	27	factors	factor	NOUN
framr-4143	166	28	like	like	ADP
framr-4143	166	29	macroeconomic	macroeconomic	ADJ
framr-4143	166	30	conditions	condition	NOUN
framr-4143	166	31	and	and	CCONJ
framr-4143	166	32	weather	weather	NOUN
framr-4143	166	33	(	(	PUNCT
framr-4143	166	34	see	see	VERB
framr-4143	166	35	figure	figure	NOUN
framr-4143	166	36	1	1	NUM
framr-4143	166	37	)	)	PUNCT
framr-4143	166	38	.	.	PUNCT
framr-4143	167	1	these	these	DET
framr-4143	167	2	models	model	NOUN
framr-4143	167	3	use	use	VERB
framr-4143	167	4	machine	machine	NOUN
framr-4143	167	5	learning	learn	VERB
framr-4143	167	6	techniques	technique	NOUN
framr-4143	167	7	to	to	PART
framr-4143	167	8	detect	detect	VERB
framr-4143	167	9	patterns	pattern	NOUN
framr-4143	167	10	and	and	CCONJ
framr-4143	167	11	trends	trend	NOUN
framr-4143	167	12	that	that	PRON
framr-4143	167	13	human	human	ADJ
framr-4143	167	14	or	or	CCONJ
framr-4143	167	15	traditional	traditional	ADJ
framr-4143	167	16	statistical	statistical	ADJ
framr-4143	167	17	models	model	NOUN
framr-4143	167	18	may	may	AUX
framr-4143	167	19	not	not	PART
framr-4143	167	20	recognize	recognize	VERB
framr-4143	167	21	.	.	PUNCT
framr-4143	168	1	as	as	SCONJ
framr-4143	168	2	stated	state	VERB
framr-4143	168	3	in	in	ADP
framr-4143	168	4	a	a	DET
framr-4143	168	5	mckinsey	mckinsey	NOUN
framr-4143	168	6	report	report	NOUN
framr-4143	168	7	,	,	PUNCT
framr-4143	168	8	ai	ai	ADJ
framr-4143	168	9	-	-	PUNCT
framr-4143	168	10	driven	drive	VERB
framr-4143	168	11	demand	demand	NOUN
framr-4143	168	12	forecasting	forecasting	NOUN
framr-4143	168	13	models	model	NOUN
framr-4143	168	14	can	can	AUX
framr-4143	168	15	reduce	reduce	VERB
framr-4143	168	16	absolute	absolute	ADJ
framr-4143	168	17	forecast	forecast	NOUN
framr-4143	168	18	error	error	NOUN
framr-4143	168	19	by	by	ADP
framr-4143	168	20	as	as	ADV
framr-4143	168	21	much	much	ADJ
framr-4143	168	22	as	as	ADP
framr-4143	168	23	50	50	NUM
framr-4143	168	24	%	%	NOUN
framr-4143	168	25	,	,	PUNCT
framr-4143	168	26	leading	lead	VERB
framr-4143	168	27	to	to	ADP
framr-4143	168	28	significant	significant	ADJ
framr-4143	168	29	cost	cost	NOUN
framr-4143	168	30	benefits	benefit	NOUN
framr-4143	168	31	in	in	ADP
framr-4143	168	32	operations	operation	NOUN
framr-4143	168	33	.	.	PUNCT
framr-4143	169	1	specifically	specifically	ADV
framr-4143	169	2	,	,	PUNCT
framr-4143	169	3	companies	company	NOUN
framr-4143	169	4	can	can	AUX
framr-4143	169	5	reduce	reduce	VERB
framr-4143	169	6	lost	lose	VERB
framr-4143	169	7	sales	sale	NOUN
framr-4143	169	8	by	by	ADP
framr-4143	169	9	65	65	NUM
framr-4143	169	10	%	%	NOUN
framr-4143	169	11	and	and	CCONJ
framr-4143	169	12	cut	cut	VERB
framr-4143	169	13	inventory	inventory	NOUN
framr-4143	169	14	holding	holding	NOUN
framr-4143	169	15	costs	cost	NOUN
framr-4143	169	16	by	by	ADP
framr-4143	169	17	10	10	NUM
framr-4143	169	18	-	-	SYM
framr-4143	169	19	15	15	NUM
framr-4143	169	20	%	%	NOUN
framr-4143	169	21	,	,	PUNCT
framr-4143	169	22	avoiding	avoid	VERB
framr-4143	169	23	both	both	CCONJ
framr-4143	169	24	stockouts	stockout	NOUN
framr-4143	169	25	and	and	CCONJ
framr-4143	169	26	overstock	overstock	NOUN
framr-4143	169	27	situations	situation	NOUN
framr-4143	169	28	(	(	PUNCT
framr-4143	169	29	mckinsey	mckinsey	NOUN
framr-4143	169	30	&	&	CCONJ
framr-4143	169	31	company	company	NOUN
framr-4143	169	32	,	,	PUNCT
framr-4143	169	33	2021	2021	NUM
framr-4143	169	34	)	)	PUNCT
framr-4143	169	35	.	.	PUNCT
framr-4143	170	1	for	for	ADP
framr-4143	170	2	instance	instance	NOUN
framr-4143	170	3	,	,	PUNCT
framr-4143	170	4	amazon	amazon	PROPN
framr-4143	170	5	is	be	AUX
framr-4143	170	6	a	a	DET
framr-4143	170	7	prime	prime	ADJ
framr-4143	170	8	example	example	NOUN
framr-4143	170	9	of	of	ADP
framr-4143	170	10	a	a	DET
framr-4143	170	11	company	company	NOUN
framr-4143	170	12	that	that	PRON
framr-4143	170	13	uses	use	VERB
framr-4143	170	14	ai	ai	VERB
framr-4143	170	15	to	to	PART
framr-4143	170	16	manage	manage	VERB
framr-4143	170	17	its	its	PRON
framr-4143	170	18	stock	stock	NOUN
framr-4143	170	19	and	and	CCONJ
framr-4143	170	20	predict	predict	VERB
framr-4143	170	21	product	product	NOUN
framr-4143	170	22	demand	demand	NOUN
framr-4143	170	23	across	across	ADP
framr-4143	170	24	its	its	PRON
framr-4143	170	25	numerous	numerous	ADJ
framr-4143	170	26	outlets	outlet	NOUN
framr-4143	170	27	.	.	PUNCT
framr-4143	171	1	with	with	ADP
framr-4143	171	2	ai	ai	PROPN
framr-4143	171	3	,	,	PUNCT
framr-4143	171	4	amazon	amazon	PROPN
framr-4143	171	5	can	can	AUX
framr-4143	171	6	predict	predict	VERB
framr-4143	171	7	network	network	NOUN
framr-4143	171	8	load	load	NOUN
framr-4143	171	9	during	during	ADP
framr-4143	171	10	peak	peak	NOUN
framr-4143	171	11	periods	period	NOUN
framr-4143	171	12	,	,	PUNCT
framr-4143	171	13	such	such	ADJ
framr-4143	171	14	as	as	ADP
framr-4143	171	15	the	the	DET
framr-4143	171	16	end	end	NOUN
framr-4143	171	17	of	of	ADP
framr-4143	171	18	the	the	DET
framr-4143	171	19	year	year	NOUN
framr-4143	171	20	,	,	PUNCT
framr-4143	171	21	ensuring	ensure	VERB
framr-4143	171	22	that	that	SCONJ
framr-4143	171	23	hubs	hub	NOUN
framr-4143	171	24	with	with	ADP
framr-4143	171	25	popular	popular	ADJ
framr-4143	171	26	products	product	NOUN
framr-4143	171	27	are	be	AUX
framr-4143	171	28	prepared	prepare	VERB
framr-4143	171	29	for	for	ADP
framr-4143	171	30	increased	increase	VERB
framr-4143	171	31	sales	sale	NOUN
framr-4143	171	32	(	(	PUNCT
framr-4143	171	33	mckinsey	mckinsey	NOUN
framr-4143	171	34	&	&	CCONJ
framr-4143	171	35	company	company	NOUN
framr-4143	171	36	,	,	PUNCT
framr-4143	171	37	2021	2021	NUM
framr-4143	171	38	)	)	PUNCT
framr-4143	171	39	.	.	PUNCT
framr-4143	172	1	3.1.2	3.1.2	X
framr-4143	172	2	.	.	PUNCT
framr-4143	172	3	warehouse	warehouse	NOUN
framr-4143	172	4	automation	automation	NOUN
framr-4143	172	5	technology	technology	NOUN
framr-4143	172	6	applications	application	NOUN
framr-4143	172	7	in	in	ADP
framr-4143	172	8	warehousing	warehousing	NOUN
framr-4143	172	9	have	have	AUX
framr-4143	172	10	also	also	ADV
framr-4143	172	11	seen	see	VERB
framr-4143	172	12	a	a	DET
framr-4143	172	13	major	major	ADJ
framr-4143	172	14	boost	boost	NOUN
framr-4143	172	15	with	with	ADP
framr-4143	172	16	the	the	DET
framr-4143	172	17	integration	integration	NOUN
framr-4143	172	18	of	of	ADP
framr-4143	172	19	artificial	artificial	ADJ
framr-4143	172	20	intelligence	intelligence	NOUN
framr-4143	172	21	in	in	ADP
framr-4143	172	22	automated	automate	VERB
framr-4143	172	23	warehousing	warehousing	NOUN
framr-4143	172	24	.	.	PUNCT
framr-4143	173	1	in	in	ADP
framr-4143	173	2	most	most	ADJ
framr-4143	173	3	conventional	conventional	ADJ
framr-4143	173	4	warehousing	warehousing	NOUN
framr-4143	173	5	processes	process	NOUN
framr-4143	173	6	,	,	PUNCT
framr-4143	173	7	like	like	ADP
framr-4143	173	8	order	order	NOUN
framr-4143	173	9	picking	picking	NOUN
framr-4143	173	10	,	,	PUNCT
framr-4143	173	11	packing	packing	NOUN
framr-4143	173	12	,	,	PUNCT
framr-4143	173	13	and	and	CCONJ
framr-4143	173	14	order	order	NOUN
framr-4143	173	15	moving	move	VERB
framr-4143	173	16	,	,	PUNCT
framr-4143	173	17	activities	activity	NOUN
framr-4143	173	18	are	be	AUX
framr-4143	173	19	done	do	VERB
framr-4143	173	20	through	through	ADP
framr-4143	173	21	human	human	ADJ
framr-4143	173	22	effort	effort	NOUN
framr-4143	173	23	and	and	CCONJ
framr-4143	173	24	thus	thus	ADV
framr-4143	173	25	are	be	AUX
framr-4143	173	26	characterized	characterize	VERB
framr-4143	173	27	by	by	ADP
framr-4143	173	28	physical	physical	ADJ
framr-4143	173	29	complexities	complexity	NOUN
framr-4143	173	30	,	,	PUNCT
framr-4143	173	31	high	high	ADJ
framr-4143	173	32	costs	cost	NOUN
framr-4143	173	33	,	,	PUNCT
framr-4143	173	34	and	and	CCONJ
framr-4143	173	35	many	many	ADJ
framr-4143	173	36	handling	handle	VERB
framr-4143	173	37	errors	error	NOUN
framr-4143	173	38	.	.	PUNCT
framr-4143	174	1	autonomous	autonomous	ADJ
framr-4143	174	2	mobile	mobile	ADJ
framr-4143	174	3	robots	robot	NOUN
framr-4143	174	4	,	,	PUNCT
framr-4143	174	5	agvs	agv	NOUN
framr-4143	174	6	,	,	PUNCT
framr-4143	174	7	mechanization	mechanization	NOUN
framr-4143	174	8	,	,	PUNCT
framr-4143	174	9	or	or	CCONJ
framr-4143	174	10	a	a	DET
framr-4143	174	11	combination	combination	NOUN
framr-4143	174	12	have	have	AUX
framr-4143	174	13	radically	radically	ADV
framr-4143	174	14	changed	change	VERB
framr-4143	174	15	warehouse	warehouse	NOUN
framr-4143	174	16	operations	operation	NOUN
framr-4143	174	17	as	as	SCONJ
framr-4143	174	18	several	several	ADJ
framr-4143	174	19	activities	activity	NOUN
framr-4143	174	20	are	be	AUX
framr-4143	174	21	becoming	becoming	AUX
framr-4143	174	22	automated	automate	VERB
framr-4143	174	23	.	.	PUNCT
framr-4143	175	1	the	the	DET
framr-4143	175	2	application	application	NOUN
framr-4143	175	3	of	of	ADP
framr-4143	175	4	ai	ai	PRON
framr-4143	175	5	technology	technology	NOUN
framr-4143	175	6	in	in	ADP
framr-4143	175	7	the	the	DET
framr-4143	175	8	warehouse	warehouse	NOUN
framr-4143	175	9	has	have	AUX
framr-4143	175	10	dramatically	dramatically	ADV
framr-4143	175	11	improved	improve	VERB
framr-4143	175	12	efficiency	efficiency	NOUN
framr-4143	175	13	and	and	CCONJ
framr-4143	175	14	reduced	reduce	VERB
framr-4143	175	15	operational	operational	ADJ
framr-4143	175	16	costs	cost	NOUN
framr-4143	175	17	.	.	PUNCT
framr-4143	176	1	for	for	ADP
framr-4143	176	2	instance	instance	NOUN
framr-4143	176	3	,	,	PUNCT
framr-4143	176	4	in	in	ADP
framr-4143	176	5	its	its	PRON
framr-4143	176	6	report	report	NOUN
framr-4143	176	7	,	,	PUNCT
framr-4143	176	8	deloitte	deloitte	PROPN
framr-4143	176	9	highlighted	highlight	VERB
framr-4143	176	10	that	that	SCONJ
framr-4143	176	11	firms	firm	NOUN
framr-4143	176	12	implementing	implement	VERB
framr-4143	176	13	ai	ai	NOUN
framr-4143	176	14	-	-	PUNCT
framr-4143	176	15	based	base	VERB
framr-4143	176	16	automation	automation	NOUN
framr-4143	176	17	systems	system	NOUN
framr-4143	176	18	had	have	AUX
framr-4143	176	19	reduced	reduce	VERB
framr-4143	176	20	labor	labor	NOUN
framr-4143	176	21	costs	cost	NOUN
framr-4143	176	22	by	by	ADP
framr-4143	176	23	70	70	NUM
framr-4143	176	24	%	%	NOUN
framr-4143	176	25	(	(	PUNCT
framr-4143	176	26	deloitte	deloitte	NOUN
framr-4143	176	27	,	,	PUNCT
framr-4143	176	28	2020a	2020a	NUM
framr-4143	176	29	)	)	PUNCT
framr-4143	176	30	.	.	PUNCT
framr-4143	177	1	ai	ai	VERB
framr-4143	177	2	-	-	PUNCT
framr-4143	177	3	run	run	VERB
framr-4143	177	4	robots	robot	NOUN
framr-4143	177	5	can	can	AUX
framr-4143	177	6	work	work	VERB
framr-4143	177	7	around	around	ADP
framr-4143	177	8	the	the	DET
framr-4143	177	9	clock	clock	NOUN
framr-4143	177	10	,	,	PUNCT
framr-4143	177	11	which	which	PRON
framr-4143	177	12	means	mean	VERB
framr-4143	177	13	order	order	NOUN
framr-4143	177	14	deliveries	delivery	NOUN
framr-4143	177	15	will	will	AUX
framr-4143	177	16	be	be	AUX
framr-4143	177	17	completed	complete	VERB
framr-4143	177	18	ahead	ahead	ADV
framr-4143	177	19	of	of	ADP
framr-4143	177	20	time	time	NOUN
framr-4143	177	21	compared	compare	VERB
framr-4143	177	22	to	to	ADP
framr-4143	177	23	manned	manned	ADJ
framr-4143	177	24	workers	worker	NOUN
framr-4143	177	25	.	.	PUNCT
framr-4143	178	1	ocado	ocado	PROPN
framr-4143	178	2	is	be	AUX
framr-4143	178	3	the	the	DET
framr-4143	178	4	best	good	ADJ
framr-4143	178	5	example	example	NOUN
framr-4143	178	6	of	of	ADP
framr-4143	178	7	how	how	SCONJ
framr-4143	178	8	ai	ai	AUX
framr-4143	178	9	is	be	AUX
framr-4143	178	10	yielding	yield	VERB
framr-4143	178	11	incredible	incredible	ADJ
framr-4143	178	12	efficiency	efficiency	NOUN
framr-4143	178	13	in	in	ADP
framr-4143	178	14	the	the	DET
framr-4143	178	15	warehousing	warehousing	NOUN
framr-4143	178	16	sector	sector	NOUN
framr-4143	178	17	of	of	ADP
framr-4143	178	18	online	online	ADJ
framr-4143	178	19	selling	sell	VERB
framr-4143	178	20	companies	company	NOUN
framr-4143	178	21	.	.	PUNCT
framr-4143	179	1	for	for	ADP
framr-4143	179	2	example	example	NOUN
framr-4143	179	3	,	,	PUNCT
framr-4143	179	4	ocado	ocado	PROPN
framr-4143	179	5	deploys	deploy	VERB
framr-4143	179	6	ai	ai	VERB
framr-4143	179	7	to	to	PART
framr-4143	179	8	deliver	deliver	VERB
framr-4143	179	9	over	over	ADP
framr-4143	179	10	222,000	222,000	NUM
framr-4143	179	11	orders	order	NOUN
framr-4143	179	12	weekly	weekly	ADV
framr-4143	179	13	without	without	ADP
framr-4143	179	14	the	the	DET
framr-4143	179	15	participation	participation	NOUN
framr-4143	179	16	of	of	ADP
framr-4143	179	17	employees	employee	NOUN
framr-4143	179	18	.	.	PUNCT
framr-4143	180	1	these	these	DET
framr-4143	180	2	robots	robot	NOUN
framr-4143	180	3	are	be	AUX
framr-4143	180	4	mainly	mainly	ADV
framr-4143	180	5	used	use	VERB
framr-4143	180	6	for	for	ADP
framr-4143	180	7	picking	pick	VERB
framr-4143	180	8	and	and	CCONJ
framr-4143	180	9	packing	pack	VERB
framr-4143	180	10	groceries	grocery	NOUN
framr-4143	180	11	within	within	ADP
framr-4143	180	12	a	a	DET
framr-4143	180	13	system	system	NOUN
framr-4143	180	14	that	that	PRON
framr-4143	180	15	is	be	AUX
framr-4143	180	16	highly	highly	ADV
framr-4143	180	17	integrated	integrate	VERB
framr-4143	180	18	financial	financial	ADJ
framr-4143	180	19	risk	risk	NOUN
framr-4143	180	20	and	and	CCONJ
framr-4143	180	21	management	management	NOUN
framr-4143	180	22	reviews	review	NOUN
framr-4143	180	23	,	,	PUNCT
framr-4143	180	24	2025	2025	NUM
framr-4143	180	25	,	,	PUNCT
framr-4143	180	26	11(1	11(1	NUM
framr-4143	180	27	):	):	PUNCT
framr-4143	180	28	72	72	NUM
framr-4143	180	29	-	-	SYM
framr-4143	180	30	102	102	NUM
framr-4143	180	31	78	78	NUM
framr-4143	180	32	©	©	PROPN
framr-4143	180	33	2025	2025	NUM
framr-4143	180	34	conscientia	conscientia	PROPN
framr-4143	180	35	beam	beam	PROPN
framr-4143	180	36	.	.	PUNCT
framr-4143	181	1	all	all	DET
framr-4143	181	2	rights	right	NOUN
framr-4143	181	3	reserved	reserve	VERB
framr-4143	181	4	.	.	PUNCT
framr-4143	182	1	and	and	CCONJ
framr-4143	182	2	mechanically	mechanically	ADV
framr-4143	182	3	engineered	engineer	VERB
framr-4143	182	4	for	for	ADP
framr-4143	182	5	efficiency	efficiency	NOUN
framr-4143	182	6	in	in	ADP
framr-4143	182	7	space	space	NOUN
framr-4143	182	8	and	and	CCONJ
framr-4143	182	9	time	time	NOUN
framr-4143	182	10	within	within	ADP
framr-4143	182	11	a	a	DET
framr-4143	182	12	warehouse	warehouse	NOUN
framr-4143	182	13	(	(	PUNCT
framr-4143	182	14	meticulous	meticulous	ADJ
framr-4143	182	15	research	research	NOUN
framr-4143	182	16	,	,	PUNCT
framr-4143	182	17	2024	2024	NUM
framr-4143	182	18	)	)	PUNCT
framr-4143	182	19	.	.	PUNCT
framr-4143	183	1	moreover	moreover	ADV
framr-4143	183	2	,	,	PUNCT
framr-4143	183	3	through	through	ADP
framr-4143	183	4	ai	ai	ADV
framr-4143	183	5	-	-	PUNCT
framr-4143	183	6	operated	operate	VERB
framr-4143	183	7	drones	drone	NOUN
framr-4143	183	8	,	,	PUNCT
framr-4143	183	9	real	real	ADJ
framr-4143	183	10	-	-	PUNCT
framr-4143	183	11	time	time	NOUN
framr-4143	183	12	stock	stock	NOUN
framr-4143	183	13	checks	check	NOUN
framr-4143	183	14	and	and	CCONJ
framr-4143	183	15	monitoring	monitoring	NOUN
framr-4143	183	16	of	of	ADP
framr-4143	183	17	the	the	DET
framr-4143	183	18	storage	storage	NOUN
framr-4143	183	19	conditions	condition	NOUN
framr-4143	183	20	of	of	ADP
framr-4143	183	21	the	the	DET
framr-4143	183	22	products	product	NOUN
framr-4143	183	23	are	be	AUX
framr-4143	183	24	done	do	VERB
framr-4143	183	25	to	to	PART
framr-4143	183	26	ensure	ensure	VERB
framr-4143	183	27	proper	proper	ADJ
framr-4143	183	28	conditions	condition	NOUN
framr-4143	183	29	before	before	ADP
framr-4143	183	30	sale	sale	NOUN
framr-4143	183	31	.	.	PUNCT
framr-4143	184	1	3.1.3	3.1.3	NUM
framr-4143	184	2	.	.	PUNCT
framr-4143	184	3	transportation	transportation	NOUN
framr-4143	184	4	and	and	CCONJ
framr-4143	184	5	route	route	NOUN
framr-4143	184	6	optimization	optimization	NOUN
framr-4143	184	7	transportation	transportation	NOUN
framr-4143	184	8	and	and	CCONJ
framr-4143	184	9	logistics	logistic	NOUN
framr-4143	184	10	are	be	AUX
framr-4143	184	11	some	some	PRON
framr-4143	184	12	of	of	ADP
framr-4143	184	13	the	the	DET
framr-4143	184	14	critical	critical	ADJ
framr-4143	184	15	areas	area	NOUN
framr-4143	184	16	within	within	ADP
framr-4143	184	17	the	the	DET
framr-4143	184	18	supply	supply	NOUN
framr-4143	184	19	chain	chain	NOUN
framr-4143	184	20	that	that	PRON
framr-4143	184	21	have	have	AUX
framr-4143	184	22	benefited	benefit	VERB
framr-4143	184	23	from	from	ADP
framr-4143	184	24	the	the	DET
framr-4143	184	25	use	use	NOUN
framr-4143	184	26	of	of	ADP
framr-4143	184	27	artificial	artificial	ADJ
framr-4143	184	28	intelligence	intelligence	NOUN
framr-4143	184	29	.	.	PUNCT
framr-4143	185	1	ai	ai	VERB
framr-4143	185	2	can	can	AUX
framr-4143	185	3	be	be	AUX
framr-4143	185	4	used	use	VERB
framr-4143	185	5	to	to	PART
framr-4143	185	6	adjust	adjust	VERB
framr-4143	185	7	transportation	transportation	NOUN
framr-4143	185	8	routes	route	NOUN
framr-4143	185	9	based	base	VERB
framr-4143	185	10	on	on	ADP
framr-4143	185	11	factors	factor	NOUN
framr-4143	185	12	such	such	ADJ
framr-4143	185	13	as	as	ADP
framr-4143	185	14	traffic	traffic	NOUN
framr-4143	185	15	congestion	congestion	NOUN
framr-4143	185	16	,	,	PUNCT
framr-4143	185	17	weather	weather	NOUN
framr-4143	185	18	conditions	condition	NOUN
framr-4143	185	19	,	,	PUNCT
framr-4143	185	20	fuel	fuel	NOUN
framr-4143	185	21	prices	price	NOUN
framr-4143	185	22	,	,	PUNCT
framr-4143	185	23	and	and	CCONJ
framr-4143	185	24	delivery	delivery	NOUN
framr-4143	185	25	times	time	NOUN
framr-4143	185	26	.	.	PUNCT
framr-4143	186	1	by	by	ADP
framr-4143	186	2	applying	apply	VERB
framr-4143	186	3	predictive	predictive	ADJ
framr-4143	186	4	analytics	analytic	NOUN
framr-4143	186	5	,	,	PUNCT
framr-4143	186	6	ai	ai	VERB
framr-4143	186	7	can	can	AUX
framr-4143	186	8	help	help	VERB
framr-4143	186	9	decrease	decrease	VERB
framr-4143	186	10	fuel	fuel	NOUN
framr-4143	186	11	expenditure	expenditure	NOUN
framr-4143	186	12	,	,	PUNCT
framr-4143	186	13	optimize	optimize	NOUN
framr-4143	186	14	delivery	delivery	NOUN
framr-4143	186	15	times	time	NOUN
framr-4143	186	16	,	,	PUNCT
framr-4143	186	17	and	and	CCONJ
framr-4143	186	18	reduce	reduce	VERB
framr-4143	186	19	transportation	transportation	NOUN
framr-4143	186	20	expenses	expense	NOUN
framr-4143	186	21	.	.	PUNCT
framr-4143	187	1	according	accord	VERB
framr-4143	187	2	to	to	ADP
framr-4143	187	3	capgemini	capgemini	PROPN
framr-4143	187	4	,	,	PUNCT
framr-4143	187	5	companies	company	NOUN
framr-4143	187	6	that	that	PRON
framr-4143	187	7	have	have	AUX
framr-4143	187	8	integrated	integrate	VERB
framr-4143	187	9	ai	ai	NOUN
framr-4143	187	10	for	for	ADP
framr-4143	187	11	route	route	NOUN
framr-4143	187	12	optimization	optimization	NOUN
framr-4143	187	13	saved	save	VERB
framr-4143	187	14	between	between	ADP
framr-4143	187	15	10	10	NUM
framr-4143	187	16	to	to	PART
framr-4143	187	17	30	30	NUM
framr-4143	187	18	%	%	NOUN
framr-4143	187	19	on	on	ADP
framr-4143	187	20	logistics	logistic	NOUN
framr-4143	187	21	costs	cost	NOUN
framr-4143	187	22	and	and	CCONJ
framr-4143	187	23	experienced	experienced	ADJ
framr-4143	187	24	delivery	delivery	NOUN
framr-4143	187	25	times	time	NOUN
framr-4143	187	26	that	that	PRON
framr-4143	187	27	were	be	AUX
framr-4143	187	28	15	15	NUM
framr-4143	187	29	to	to	PART
framr-4143	187	30	25	25	NUM
framr-4143	187	31	%	%	NOUN
framr-4143	187	32	faster	fast	ADV
framr-4143	187	33	(	(	PUNCT
framr-4143	187	34	capgemini	capgemini	PROPN
framr-4143	187	35	research	research	PROPN
framr-4143	187	36	institute	institute	PROPN
framr-4143	187	37	,	,	PUNCT
framr-4143	187	38	2020	2020	NUM
framr-4143	187	39	)	)	PUNCT
framr-4143	187	40	.	.	PUNCT
framr-4143	188	1	a	a	DET
framr-4143	188	2	prime	prime	ADJ
framr-4143	188	3	example	example	NOUN
framr-4143	188	4	of	of	ADP
framr-4143	188	5	ai	ai	PROPN
framr-4143	188	6	’s	’s	PART
framr-4143	188	7	application	application	NOUN
framr-4143	188	8	in	in	ADP
framr-4143	188	9	transportation	transportation	NOUN
framr-4143	188	10	is	be	AUX
framr-4143	188	11	ups	up	NOUN
framr-4143	188	12	’s	’s	PART
framr-4143	188	13	on	on	ADP
framr-4143	188	14	-	-	PUNCT
framr-4143	188	15	road	road	NOUN
framr-4143	188	16	integrated	integrate	VERB
framr-4143	188	17	optimization	optimization	NOUN
framr-4143	188	18	and	and	CCONJ
framr-4143	188	19	navigation	navigation	NOUN
framr-4143	188	20	(	(	PUNCT
framr-4143	188	21	orion	orion	NOUN
framr-4143	188	22	)	)	PUNCT
framr-4143	188	23	system	system	NOUN
framr-4143	188	24	.	.	PUNCT
framr-4143	189	1	orion	orion	PROPN
framr-4143	189	2	uses	use	VERB
framr-4143	189	3	ai	ai	VERB
framr-4143	189	4	to	to	PART
framr-4143	189	5	calculate	calculate	VERB
framr-4143	189	6	millions	million	NOUN
framr-4143	189	7	of	of	ADP
framr-4143	189	8	data	datum	NOUN
framr-4143	189	9	points	point	NOUN
framr-4143	189	10	,	,	PUNCT
framr-4143	189	11	including	include	VERB
framr-4143	189	12	gps	gps	PROPN
framr-4143	189	13	data	datum	NOUN
framr-4143	189	14	and	and	CCONJ
framr-4143	189	15	specifics	specific	NOUN
framr-4143	189	16	related	relate	VERB
framr-4143	189	17	to	to	ADP
framr-4143	189	18	parcel	parcel	NOUN
framr-4143	189	19	deliveries	delivery	NOUN
framr-4143	189	20	,	,	PUNCT
framr-4143	189	21	in	in	ADP
framr-4143	189	22	order	order	NOUN
framr-4143	189	23	to	to	PART
framr-4143	189	24	find	find	VERB
framr-4143	189	25	the	the	DET
framr-4143	189	26	most	most	ADV
framr-4143	189	27	efficient	efficient	ADJ
framr-4143	189	28	routes	route	NOUN
framr-4143	189	29	for	for	ADP
framr-4143	189	30	delivery	delivery	NOUN
framr-4143	189	31	trucks	truck	NOUN
framr-4143	189	32	.	.	PUNCT
framr-4143	190	1	this	this	DET
framr-4143	190	2	system	system	NOUN
framr-4143	190	3	has	have	AUX
framr-4143	190	4	helped	help	VERB
framr-4143	190	5	ups	up	NOUN
framr-4143	190	6	reduce	reduce	VERB
framr-4143	190	7	more	more	ADJ
framr-4143	190	8	than	than	ADP
framr-4143	190	9	100,000	100,000	NUM
framr-4143	190	10	metric	metric	ADJ
framr-4143	190	11	tons	ton	NOUN
framr-4143	190	12	of	of	ADP
framr-4143	190	13	carbon	carbon	NOUN
framr-4143	190	14	emissions	emission	NOUN
framr-4143	190	15	and	and	CCONJ
framr-4143	190	16	save	save	VERB
framr-4143	190	17	over	over	ADP
framr-4143	190	18	10	10	NUM
framr-4143	190	19	million	million	NUM
framr-4143	190	20	gallons	gallon	NOUN
framr-4143	190	21	of	of	ADP
framr-4143	190	22	fuel	fuel	NOUN
framr-4143	190	23	annually	annually	ADV
framr-4143	190	24	.	.	PUNCT
framr-4143	191	1	not	not	PART
framr-4143	191	2	only	only	ADV
framr-4143	191	3	does	do	AUX
framr-4143	191	4	improving	improve	VERB
framr-4143	191	5	transportation	transportation	NOUN
framr-4143	191	6	routes	route	NOUN
framr-4143	191	7	lead	lead	VERB
framr-4143	191	8	to	to	ADP
framr-4143	191	9	increased	increase	VERB
framr-4143	191	10	efficiency	efficiency	NOUN
framr-4143	191	11	and	and	CCONJ
framr-4143	191	12	reduced	reduced	ADJ
framr-4143	191	13	costs	cost	NOUN
framr-4143	191	14	,	,	PUNCT
framr-4143	191	15	but	but	CCONJ
framr-4143	191	16	it	it	PRON
framr-4143	191	17	also	also	ADV
framr-4143	191	18	makes	make	VERB
framr-4143	191	19	organizations	organization	NOUN
framr-4143	191	20	more	more	ADV
framr-4143	191	21	environmentally	environmentally	ADV
framr-4143	191	22	friendly	friendly	ADJ
framr-4143	191	23	.	.	PUNCT
framr-4143	192	1	real	real	ADJ
framr-4143	192	2	-	-	PUNCT
framr-4143	192	3	time	time	NOUN
framr-4143	192	4	data	datum	NOUN
framr-4143	192	5	processing	processing	NOUN
framr-4143	192	6	prevents	prevent	VERB
framr-4143	192	7	companies	company	NOUN
framr-4143	192	8	from	from	ADP
framr-4143	192	9	suffering	suffer	VERB
framr-4143	192	10	delays	delay	NOUN
framr-4143	192	11	and	and	CCONJ
framr-4143	192	12	disruptions	disruption	NOUN
framr-4143	192	13	,	,	PUNCT
framr-4143	192	14	making	make	VERB
framr-4143	192	15	the	the	DET
framr-4143	192	16	supply	supply	NOUN
framr-4143	192	17	chain	chain	VERB
framr-4143	192	18	more	more	ADV
framr-4143	192	19	responsive	responsive	ADJ
framr-4143	192	20	.	.	PUNCT
framr-4143	193	1	3.1.4	3.1.4	NUM
framr-4143	193	2	.	.	PUNCT
framr-4143	193	3	supplier	supplier	NOUN
framr-4143	193	4	selection	selection	NOUN
framr-4143	193	5	and	and	CCONJ
framr-4143	193	6	management	management	NOUN
framr-4143	193	7	another	another	DET
framr-4143	193	8	area	area	NOUN
framr-4143	193	9	in	in	ADP
framr-4143	193	10	scm	scm	PROPN
framr-4143	193	11	where	where	SCONJ
framr-4143	193	12	ai	ai	PROPN
framr-4143	193	13	has	have	AUX
framr-4143	193	14	been	be	AUX
framr-4143	193	15	most	most	ADV
framr-4143	193	16	pertinent	pertinent	ADJ
framr-4143	193	17	is	be	AUX
framr-4143	193	18	the	the	DET
framr-4143	193	19	supplier	supplier	NOUN
framr-4143	193	20	selection	selection	NOUN
framr-4143	193	21	process	process	NOUN
framr-4143	193	22	.	.	PUNCT
framr-4143	194	1	traditionally	traditionally	ADV
framr-4143	194	2	,	,	PUNCT
framr-4143	194	3	supplier	supplier	NOUN
framr-4143	194	4	selection	selection	NOUN
framr-4143	194	5	was	be	AUX
framr-4143	194	6	a	a	DET
framr-4143	194	7	function	function	NOUN
framr-4143	194	8	that	that	PRON
framr-4143	194	9	was	be	AUX
framr-4143	194	10	not	not	PART
framr-4143	194	11	very	very	ADV
framr-4143	194	12	integrated	integrated	ADJ
framr-4143	194	13	with	with	ADP
framr-4143	194	14	its	its	PRON
framr-4143	194	15	counterparts	counterpart	NOUN
framr-4143	194	16	,	,	PUNCT
framr-4143	194	17	and	and	CCONJ
framr-4143	194	18	the	the	DET
framr-4143	194	19	primary	primary	ADJ
framr-4143	194	20	inputs	input	NOUN
framr-4143	194	21	at	at	ADP
framr-4143	194	22	its	its	PRON
framr-4143	194	23	disposal	disposal	NOUN
framr-4143	194	24	were	be	AUX
framr-4143	194	25	cost	cost	NOUN
framr-4143	194	26	lead	lead	NOUN
framr-4143	194	27	time	time	NOUN
framr-4143	194	28	,	,	PUNCT
framr-4143	194	29	and	and	CCONJ
framr-4143	194	30	performance	performance	NOUN
framr-4143	194	31	.	.	PUNCT
framr-4143	195	1	ai	ai	AUX
framr-4143	195	2	is	be	AUX
framr-4143	195	3	disrupting	disrupt	VERB
framr-4143	195	4	this	this	DET
framr-4143	195	5	process	process	NOUN
framr-4143	195	6	by	by	ADP
framr-4143	195	7	enabling	enable	VERB
framr-4143	195	8	firms	firm	NOUN
framr-4143	195	9	to	to	PART
framr-4143	195	10	analyze	analyze	VERB
framr-4143	195	11	multiple	multiple	ADJ
framr-4143	195	12	information	information	NOUN
framr-4143	195	13	vectors	vector	NOUN
framr-4143	195	14	on	on	ADP
framr-4143	195	15	suppliers	supplier	NOUN
framr-4143	195	16	,	,	PUNCT
framr-4143	195	17	their	their	PRON
framr-4143	195	18	performance	performance	NOUN
framr-4143	195	19	,	,	PUNCT
framr-4143	195	20	financial	financial	ADJ
framr-4143	195	21	standing	standing	NOUN
framr-4143	195	22	,	,	PUNCT
framr-4143	195	23	sustainable	sustainable	ADJ
framr-4143	195	24	operations	operation	NOUN
framr-4143	195	25	,	,	PUNCT
framr-4143	195	26	and	and	CCONJ
framr-4143	195	27	risks	risk	NOUN
framr-4143	195	28	.	.	PUNCT
framr-4143	196	1	the	the	DET
framr-4143	196	2	absorption	absorption	NOUN
framr-4143	196	3	of	of	ADP
framr-4143	196	4	information	information	NOUN
framr-4143	196	5	about	about	ADP
framr-4143	196	6	the	the	DET
framr-4143	196	7	chosen	choose	VERB
framr-4143	196	8	suppliers	supplier	NOUN
framr-4143	196	9	is	be	AUX
framr-4143	196	10	facilitated	facilitate	VERB
framr-4143	196	11	using	use	VERB
framr-4143	196	12	advanced	advanced	ADJ
framr-4143	196	13	intelligent	intelligent	ADJ
framr-4143	196	14	management	management	NOUN
framr-4143	196	15	systems	system	NOUN
framr-4143	196	16	to	to	PART
framr-4143	196	17	enhance	enhance	VERB
framr-4143	196	18	decision	decision	NOUN
framr-4143	196	19	-	-	PUNCT
framr-4143	196	20	making	making	NOUN
framr-4143	196	21	.	.	PUNCT
framr-4143	197	1	a	a	DET
framr-4143	197	2	study	study	NOUN
framr-4143	197	3	by	by	ADP
framr-4143	197	4	gartner	gartner	PROPN
framr-4143	197	5	revealed	reveal	VERB
framr-4143	197	6	that	that	SCONJ
framr-4143	197	7	firms	firm	NOUN
framr-4143	197	8	that	that	PRON
framr-4143	197	9	implement	implement	VERB
framr-4143	197	10	ai	ai	VERB
framr-4143	197	11	in	in	ADP
framr-4143	197	12	supply	supply	NOUN
framr-4143	197	13	chain	chain	NOUN
framr-4143	197	14	procurement	procurement	NOUN
framr-4143	197	15	for	for	ADP
framr-4143	197	16	supplier	supplier	NOUN
framr-4143	197	17	identification	identification	NOUN
framr-4143	197	18	and	and	CCONJ
framr-4143	197	19	handling	handling	NOUN
framr-4143	197	20	achieved	achieve	VERB
framr-4143	197	21	a	a	DET
framr-4143	197	22	30	30	NUM
framr-4143	197	23	%	%	NOUN
framr-4143	197	24	improvement	improvement	NOUN
framr-4143	197	25	in	in	ADP
framr-4143	197	26	supplier	supplier	NOUN
framr-4143	197	27	performance	performance	NOUN
framr-4143	197	28	and	and	CCONJ
framr-4143	197	29	a	a	DET
framr-4143	197	30	40	40	NUM
framr-4143	197	31	%	%	NOUN
framr-4143	197	32	reduction	reduction	NOUN
framr-4143	197	33	in	in	ADP
framr-4143	197	34	supply	supply	NOUN
framr-4143	197	35	chain	chain	NOUN
framr-4143	197	36	disruptions	disruption	NOUN
framr-4143	197	37	(	(	PUNCT
framr-4143	197	38	gartner	gartner	NOUN
framr-4143	197	39	,	,	PUNCT
framr-4143	197	40	2022a	2022a	NUM
framr-4143	197	41	)	)	PUNCT
framr-4143	197	42	.	.	PUNCT
framr-4143	198	1	for	for	ADP
framr-4143	198	2	instance	instance	NOUN
framr-4143	198	3	,	,	PUNCT
framr-4143	198	4	siemens	siemens	PROPN
framr-4143	198	5	has	have	AUX
framr-4143	198	6	installed	instal	VERB
framr-4143	198	7	a	a	DET
framr-4143	198	8	system	system	NOUN
framr-4143	198	9	that	that	PRON
framr-4143	198	10	determines	determine	VERB
framr-4143	198	11	supplier	supplier	NOUN
framr-4143	198	12	credentials	credential	NOUN
framr-4143	198	13	for	for	ADP
framr-4143	198	14	sustainability	sustainability	NOUN
framr-4143	198	15	compliance	compliance	NOUN
framr-4143	198	16	with	with	ADP
framr-4143	198	17	the	the	DET
framr-4143	198	18	company	company	NOUN
framr-4143	198	19	’s	’s	PART
framr-4143	198	20	high	high	ADJ
framr-4143	198	21	environmental	environmental	ADJ
framr-4143	198	22	and	and	CCONJ
framr-4143	198	23	ethical	ethical	ADJ
framr-4143	198	24	requirements	requirement	NOUN
framr-4143	198	25	.	.	PUNCT
framr-4143	199	1	with	with	ADP
framr-4143	199	2	the	the	DET
framr-4143	199	3	use	use	NOUN
framr-4143	199	4	of	of	ADP
framr-4143	199	5	ai	ai	NOUN
framr-4143	199	6	,	,	PUNCT
framr-4143	199	7	siemens	siemen	NOUN
framr-4143	199	8	can	can	AUX
framr-4143	199	9	effectively	effectively	ADV
framr-4143	199	10	monitor	monitor	VERB
framr-4143	199	11	the	the	DET
framr-4143	199	12	performance	performance	NOUN
framr-4143	199	13	of	of	ADP
framr-4143	199	14	its	its	PRON
framr-4143	199	15	suppliers	supplier	NOUN
framr-4143	199	16	and	and	CCONJ
framr-4143	199	17	identify	identify	VERB
framr-4143	199	18	risks	risk	NOUN
framr-4143	199	19	,	,	PUNCT
framr-4143	199	20	including	include	VERB
framr-4143	199	21	if	if	SCONJ
framr-4143	199	22	the	the	DET
framr-4143	199	23	supplier	supplier	NOUN
framr-4143	199	24	has	have	AUX
framr-4143	199	25	become	become	VERB
framr-4143	199	26	insolvent	insolvent	ADJ
framr-4143	199	27	or	or	CCONJ
framr-4143	199	28	is	be	AUX
framr-4143	199	29	unwilling	unwilling	ADJ
framr-4143	199	30	or	or	CCONJ
framr-4143	199	31	unable	unable	ADJ
framr-4143	199	32	to	to	PART
framr-4143	199	33	meet	meet	VERB
framr-4143	199	34	environmental	environmental	ADJ
framr-4143	199	35	standards	standard	NOUN
framr-4143	199	36	.	.	PUNCT
framr-4143	200	1	supplier	supplier	NOUN
framr-4143	200	2	management	management	NOUN
framr-4143	200	3	is	be	AUX
framr-4143	200	4	another	another	DET
framr-4143	200	5	function	function	NOUN
framr-4143	200	6	that	that	SCONJ
framr-4143	200	7	the	the	DET
framr-4143	200	8	utilization	utilization	NOUN
framr-4143	200	9	of	of	ADP
framr-4143	200	10	ai	ai	NOUN
framr-4143	200	11	significantly	significantly	ADV
framr-4143	200	12	improves	improve	VERB
framr-4143	200	13	,	,	PUNCT
framr-4143	200	14	with	with	ADP
framr-4143	200	15	unique	unique	ADJ
framr-4143	200	16	new	new	ADJ
framr-4143	200	17	standards	standard	NOUN
framr-4143	200	18	of	of	ADP
framr-4143	200	19	cooperation	cooperation	NOUN
framr-4143	200	20	between	between	ADP
framr-4143	200	21	purchasing	purchase	VERB
framr-4143	200	22	organizations	organization	NOUN
framr-4143	200	23	and	and	CCONJ
framr-4143	200	24	their	their	PRON
framr-4143	200	25	suppliers	supplier	NOUN
framr-4143	200	26	.	.	PUNCT
framr-4143	201	1	supply	supply	NOUN
framr-4143	201	2	chain	chain	NOUN
framr-4143	201	3	visibility	visibility	NOUN
framr-4143	201	4	leads	lead	VERB
framr-4143	201	5	to	to	ADP
framr-4143	201	6	better	well	ADJ
framr-4143	201	7	supplier	supplier	NOUN
framr-4143	201	8	relations	relation	NOUN
framr-4143	201	9	because	because	SCONJ
framr-4143	201	10	the	the	DET
framr-4143	201	11	company	company	NOUN
framr-4143	201	12	can	can	AUX
framr-4143	201	13	often	often	ADV
framr-4143	201	14	get	get	VERB
framr-4143	201	15	real	real	ADJ
framr-4143	201	16	-	-	PUNCT
framr-4143	201	17	time	time	NOUN
framr-4143	201	18	data	datum	NOUN
framr-4143	201	19	on	on	ADP
framr-4143	201	20	the	the	DET
framr-4143	201	21	supplier	supplier	NOUN
framr-4143	201	22	,	,	PUNCT
framr-4143	201	23	making	make	VERB
framr-4143	201	24	it	it	PRON
framr-4143	201	25	easier	easy	ADJ
framr-4143	201	26	to	to	PART
framr-4143	201	27	negotiate	negotiate	VERB
framr-4143	201	28	with	with	ADP
framr-4143	201	29	them	they	PRON
framr-4143	201	30	.	.	PUNCT
framr-4143	202	1	3.1.5	3.1.5	X
framr-4143	202	2	.	.	PUNCT
framr-4143	202	3	predictive	predictive	ADJ
framr-4143	202	4	maintenance	maintenance	NOUN
framr-4143	202	5	predictive	predictive	ADJ
framr-4143	202	6	maintenance	maintenance	NOUN
framr-4143	202	7	is	be	AUX
framr-4143	202	8	one	one	NUM
framr-4143	202	9	of	of	ADP
framr-4143	202	10	the	the	DET
framr-4143	202	11	most	most	ADV
framr-4143	202	12	effective	effective	ADJ
framr-4143	202	13	ai	ai	VERB
framr-4143	202	14	applications	application	NOUN
framr-4143	202	15	in	in	ADP
framr-4143	202	16	supply	supply	NOUN
framr-4143	202	17	chain	chain	NOUN
framr-4143	202	18	management	management	NOUN
framr-4143	202	19	,	,	PUNCT
framr-4143	202	20	particularly	particularly	ADV
framr-4143	202	21	for	for	ADP
framr-4143	202	22	companies	company	NOUN
framr-4143	202	23	with	with	ADP
framr-4143	202	24	large	large	ADJ
framr-4143	202	25	and	and	CCONJ
framr-4143	202	26	complex	complex	ADJ
framr-4143	202	27	manufacturing	manufacturing	NOUN
framr-4143	202	28	and	and	CCONJ
framr-4143	202	29	distribution	distribution	NOUN
framr-4143	202	30	systems	system	NOUN
framr-4143	202	31	.	.	PUNCT
framr-4143	203	1	traditionally	traditionally	ADV
framr-4143	203	2	,	,	PUNCT
framr-4143	203	3	maintenance	maintenance	NOUN
framr-4143	203	4	has	have	AUX
framr-4143	203	5	been	be	AUX
framr-4143	203	6	classified	classify	VERB
framr-4143	203	7	as	as	ADP
framr-4143	203	8	'	'	PUNCT
framr-4143	203	9	breakdown	breakdown	ADJ
framr-4143	203	10	'	'	PUNCT
framr-4143	203	11	maintenance	maintenance	NOUN
framr-4143	203	12	,	,	PUNCT
framr-4143	203	13	where	where	SCONJ
framr-4143	203	14	equipment	equipment	NOUN
framr-4143	203	15	is	be	AUX
framr-4143	203	16	only	only	ADV
framr-4143	203	17	repaired	repair	VERB
framr-4143	203	18	when	when	SCONJ
framr-4143	203	19	it	it	PRON
framr-4143	203	20	fails	fail	VERB
framr-4143	203	21	.	.	PUNCT
framr-4143	204	1	this	this	DET
framr-4143	204	2	approach	approach	NOUN
framr-4143	204	3	often	often	ADV
framr-4143	204	4	leads	lead	VERB
framr-4143	204	5	to	to	ADP
framr-4143	204	6	high	high	ADJ
framr-4143	204	7	downtime	downtime	NOUN
framr-4143	204	8	,	,	PUNCT
framr-4143	204	9	production	production	NOUN
framr-4143	204	10	delays	delay	NOUN
framr-4143	204	11	,	,	PUNCT
framr-4143	204	12	and	and	CCONJ
framr-4143	204	13	unplanned	unplanned	ADJ
framr-4143	204	14	repairs	repair	NOUN
framr-4143	204	15	.	.	PUNCT
framr-4143	205	1	ai	ai	AUX
framr-4143	205	2	-	-	PUNCT
framr-4143	205	3	powered	power	VERB
framr-4143	205	4	predictive	predictive	ADJ
framr-4143	205	5	maintenance	maintenance	NOUN
framr-4143	205	6	involves	involve	VERB
framr-4143	205	7	real	real	ADJ
framr-4143	205	8	-	-	PUNCT
framr-4143	205	9	time	time	NOUN
framr-4143	205	10	monitoring	monitoring	NOUN
framr-4143	205	11	of	of	ADP
framr-4143	205	12	equipment	equipment	NOUN
framr-4143	205	13	conditions	condition	NOUN
framr-4143	205	14	using	use	VERB
framr-4143	205	15	sensors	sensor	NOUN
framr-4143	205	16	to	to	PART
framr-4143	205	17	predict	predict	VERB
framr-4143	205	18	performance	performance	NOUN
framr-4143	205	19	.	.	PUNCT
framr-4143	206	1	by	by	ADP
framr-4143	206	2	analyzing	analyze	VERB
framr-4143	206	3	this	this	DET
framr-4143	206	4	data	datum	NOUN
framr-4143	206	5	,	,	PUNCT
framr-4143	206	6	ai	ai	VERB
framr-4143	206	7	can	can	AUX
framr-4143	206	8	determine	determine	VERB
framr-4143	206	9	when	when	SCONJ
framr-4143	206	10	equipment	equipment	NOUN
framr-4143	206	11	is	be	AUX
framr-4143	206	12	likely	likely	ADJ
framr-4143	206	13	to	to	PART
framr-4143	206	14	fail	fail	VERB
framr-4143	206	15	,	,	PUNCT
framr-4143	206	16	allowing	allow	VERB
framr-4143	206	17	maintenance	maintenance	NOUN
framr-4143	206	18	to	to	PART
framr-4143	206	19	be	be	AUX
framr-4143	206	20	performed	perform	VERB
framr-4143	206	21	before	before	SCONJ
framr-4143	206	22	a	a	DET
framr-4143	206	23	failure	failure	NOUN
framr-4143	206	24	occurs	occur	VERB
framr-4143	206	25	.	.	PUNCT
framr-4143	207	1	this	this	DET
framr-4143	207	2	highly	highly	ADV
framr-4143	207	3	efficient	efficient	ADJ
framr-4143	207	4	maintenance	maintenance	NOUN
framr-4143	207	5	strategy	strategy	NOUN
framr-4143	207	6	reduces	reduce	VERB
framr-4143	207	7	repair	repair	NOUN
framr-4143	207	8	costs	cost	NOUN
framr-4143	207	9	and	and	CCONJ
framr-4143	207	10	prolongs	prolong	VERB
framr-4143	207	11	the	the	DET
framr-4143	207	12	useful	useful	ADJ
framr-4143	207	13	life	life	NOUN
framr-4143	207	14	of	of	ADP
framr-4143	207	15	the	the	DET
framr-4143	207	16	equipment	equipment	NOUN
framr-4143	207	17	.	.	PUNCT
framr-4143	208	1	financial	financial	ADJ
framr-4143	208	2	risk	risk	NOUN
framr-4143	208	3	and	and	CCONJ
framr-4143	208	4	management	management	NOUN
framr-4143	208	5	reviews	review	NOUN
framr-4143	208	6	,	,	PUNCT
framr-4143	208	7	2025	2025	NUM
framr-4143	208	8	,	,	PUNCT
framr-4143	208	9	11(1	11(1	NUM
framr-4143	208	10	):	):	PUNCT
framr-4143	208	11	72	72	NUM
framr-4143	208	12	-	-	SYM
framr-4143	208	13	102	102	NUM
framr-4143	208	14	79	79	NUM
framr-4143	208	15	©	©	ADP
framr-4143	208	16	2025	2025	NUM
framr-4143	208	17	conscientia	conscientia	PROPN
framr-4143	208	18	beam	beam	PROPN
framr-4143	208	19	.	.	PUNCT
framr-4143	209	1	all	all	DET
framr-4143	209	2	rights	right	NOUN
framr-4143	209	3	reserved	reserve	VERB
framr-4143	209	4	.	.	PUNCT
framr-4143	210	1	ibm	ibm	PROPN
framr-4143	210	2	(	(	PUNCT
framr-4143	210	3	2021	2021	NUM
framr-4143	210	4	)	)	PUNCT
framr-4143	210	5	revealed	reveal	VERB
framr-4143	210	6	that	that	SCONJ
framr-4143	210	7	companies	company	NOUN
framr-4143	210	8	that	that	PRON
framr-4143	210	9	implemented	implement	VERB
framr-4143	210	10	ai	ai	NOUN
framr-4143	210	11	-	-	PUNCT
framr-4143	210	12	based	base	VERB
framr-4143	210	13	predictive	predictive	ADJ
framr-4143	210	14	maintenance	maintenance	NOUN
framr-4143	210	15	reduced	reduce	VERB
framr-4143	210	16	unplanned	unplanned	ADJ
framr-4143	210	17	downtime	downtime	NOUN
framr-4143	210	18	by	by	ADP
framr-4143	210	19	half	half	DET
framr-4143	210	20	and	and	CCONJ
framr-4143	210	21	cut	cut	VERB
framr-4143	210	22	maintenance	maintenance	NOUN
framr-4143	210	23	costs	cost	NOUN
framr-4143	210	24	by	by	ADP
framr-4143	210	25	one	one	NUM
framr-4143	210	26	-	-	PUNCT
framr-4143	210	27	third	third	NOUN
framr-4143	210	28	.	.	PUNCT
framr-4143	211	1	for	for	ADP
framr-4143	211	2	example	example	NOUN
framr-4143	211	3	,	,	PUNCT
framr-4143	211	4	ge	ge	PROPN
framr-4143	211	5	uses	use	VERB
framr-4143	211	6	ai	ai	VERB
framr-4143	211	7	to	to	PART
framr-4143	211	8	control	control	VERB
framr-4143	211	9	its	its	PRON
framr-4143	211	10	industrial	industrial	ADJ
framr-4143	211	11	systems	system	NOUN
framr-4143	211	12	,	,	PUNCT
framr-4143	211	13	such	such	ADJ
framr-4143	211	14	as	as	ADP
framr-4143	211	15	turbines	turbine	NOUN
framr-4143	211	16	and	and	CCONJ
framr-4143	211	17	engines	engine	NOUN
framr-4143	211	18	.	.	PUNCT
framr-4143	212	1	predictive	predictive	ADJ
framr-4143	212	2	analytics	analytic	NOUN
framr-4143	212	3	help	help	VERB
framr-4143	212	4	ge	ge	PRON
framr-4143	212	5	identify	identify	VERB
framr-4143	212	6	potential	potential	ADJ
framr-4143	212	7	failures	failure	NOUN
framr-4143	212	8	and	and	CCONJ
framr-4143	212	9	schedule	schedule	NOUN
framr-4143	212	10	maintenance	maintenance	NOUN
framr-4143	212	11	at	at	ADP
framr-4143	212	12	times	time	NOUN
framr-4143	212	13	when	when	SCONJ
framr-4143	212	14	it	it	PRON
framr-4143	212	15	will	will	AUX
framr-4143	212	16	cause	cause	VERB
framr-4143	212	17	the	the	DET
framr-4143	212	18	least	least	ADJ
framr-4143	212	19	impact	impact	NOUN
framr-4143	212	20	on	on	ADP
framr-4143	212	21	business	business	NOUN
framr-4143	212	22	operations	operation	NOUN
framr-4143	212	23	(	(	PUNCT
framr-4143	212	24	ibm	ibm	PROPN
framr-4143	212	25	,	,	PUNCT
framr-4143	212	26	2021	2021	NUM
framr-4143	212	27	)	)	PUNCT
framr-4143	212	28	.	.	PUNCT
framr-4143	213	1	additionally	additionally	ADV
framr-4143	213	2	,	,	PUNCT
framr-4143	213	3	ai	ai	AUX
framr-4143	213	4	-	-	PUNCT
framr-4143	213	5	powered	power	VERB
framr-4143	213	6	predictive	predictive	ADJ
framr-4143	213	7	maintenance	maintenance	NOUN
framr-4143	213	8	helps	helps	AUX
framr-4143	213	9	conserve	conserve	VERB
framr-4143	213	10	energy	energy	NOUN
framr-4143	213	11	demand	demand	NOUN
framr-4143	213	12	and	and	CCONJ
framr-4143	213	13	enhances	enhance	VERB
framr-4143	213	14	the	the	DET
framr-4143	213	15	operational	operational	ADJ
framr-4143	213	16	life	life	NOUN
framr-4143	213	17	of	of	ADP
framr-4143	213	18	equipment	equipment	NOUN
framr-4143	213	19	,	,	PUNCT
framr-4143	213	20	playing	play	VERB
framr-4143	213	21	a	a	DET
framr-4143	213	22	crucial	crucial	ADJ
framr-4143	213	23	role	role	NOUN
framr-4143	213	24	in	in	ADP
framr-4143	213	25	corporate	corporate	ADJ
framr-4143	213	26	sustainability	sustainability	NOUN
framr-4143	213	27	initiatives	initiative	NOUN
framr-4143	213	28	.	.	PUNCT
framr-4143	214	1	by	by	ADP
framr-4143	214	2	applying	apply	VERB
framr-4143	214	3	the	the	DET
framr-4143	214	4	concept	concept	NOUN
framr-4143	214	5	of	of	ADP
framr-4143	214	6	relative	relative	ADJ
framr-4143	214	7	loss	loss	NOUN
framr-4143	214	8	,	,	PUNCT
framr-4143	214	9	organizations	organization	NOUN
framr-4143	214	10	that	that	PRON
framr-4143	214	11	adopt	adopt	VERB
framr-4143	214	12	predictive	predictive	ADJ
framr-4143	214	13	maintenance	maintenance	NOUN
framr-4143	214	14	can	can	AUX
framr-4143	214	15	run	run	VERB
framr-4143	214	16	their	their	PRON
framr-4143	214	17	operations	operation	NOUN
framr-4143	214	18	in	in	ADP
framr-4143	214	19	a	a	DET
framr-4143	214	20	more	more	ADV
framr-4143	214	21	sustainable	sustainable	ADJ
framr-4143	214	22	way	way	NOUN
framr-4143	214	23	while	while	SCONJ
framr-4143	214	24	using	use	VERB
framr-4143	214	25	fewer	few	ADJ
framr-4143	214	26	resources	resource	NOUN
framr-4143	214	27	.	.	PUNCT
framr-4143	215	1	3.2	3.2	NUM
framr-4143	215	2	.	.	PUNCT
framr-4143	216	1	blockchain	blockchain	NOUN
framr-4143	216	2	in	in	ADP
framr-4143	216	3	supply	supply	NOUN
framr-4143	216	4	chain	chain	NOUN
framr-4143	216	5	management	management	NOUN
framr-4143	216	6	blockchain	blockchain	PROPN
framr-4143	216	7	is	be	AUX
framr-4143	216	8	an	an	DET
framr-4143	216	9	open	open	ADJ
framr-4143	216	10	distributed	distribute	VERB
framr-4143	216	11	database	database	NOUN
framr-4143	216	12	that	that	PRON
framr-4143	216	13	stores	store	VERB
framr-4143	216	14	transactions	transaction	NOUN
framr-4143	216	15	so	so	SCONJ
framr-4143	216	16	that	that	SCONJ
framr-4143	216	17	any	any	DET
framr-4143	216	18	changes	change	NOUN
framr-4143	216	19	can	can	AUX
framr-4143	216	20	not	not	PART
framr-4143	216	21	be	be	AUX
framr-4143	216	22	made	make	VERB
framr-4143	216	23	afterward	afterward	ADV
framr-4143	216	24	.	.	PUNCT
framr-4143	217	1	due	due	ADP
framr-4143	217	2	to	to	ADP
framr-4143	217	3	the	the	DET
framr-4143	217	4	properties	property	NOUN
framr-4143	217	5	of	of	ADP
framr-4143	217	6	immutability	immutability	NOUN
framr-4143	217	7	,	,	PUNCT
framr-4143	217	8	transparency	transparency	NOUN
framr-4143	217	9	,	,	PUNCT
framr-4143	217	10	and	and	CCONJ
framr-4143	217	11	decentralization	decentralization	NOUN
framr-4143	217	12	,	,	PUNCT
framr-4143	217	13	blockchain	blockchain	PROPN
framr-4143	217	14	can	can	AUX
framr-4143	217	15	become	become	VERB
framr-4143	217	16	effective	effective	ADJ
framr-4143	217	17	in	in	ADP
framr-4143	217	18	solving	solve	VERB
framr-4143	217	19	a	a	DET
framr-4143	217	20	large	large	ADJ
framr-4143	217	21	number	number	NOUN
framr-4143	217	22	of	of	ADP
framr-4143	217	23	issues	issue	NOUN
framr-4143	217	24	in	in	ADP
framr-4143	217	25	supply	supply	NOUN
framr-4143	217	26	chain	chain	NOUN
framr-4143	217	27	management	management	NOUN
framr-4143	217	28	(	(	PUNCT
framr-4143	217	29	scm	scm	PROPN
framr-4143	217	30	)	)	PUNCT
framr-4143	217	31	.	.	PUNCT
framr-4143	218	1	blockchain	blockchain	PROPN
framr-4143	218	2	in	in	ADP
framr-4143	218	3	scm	scm	PROPN
framr-4143	218	4	is	be	AUX
framr-4143	218	5	even	even	ADV
framr-4143	218	6	said	say	VERB
framr-4143	218	7	to	to	PART
framr-4143	218	8	offer	offer	VERB
framr-4143	218	9	improved	improved	ADJ
framr-4143	218	10	tracking	tracking	NOUN
framr-4143	218	11	and	and	CCONJ
framr-4143	218	12	control	control	NOUN
framr-4143	218	13	over	over	ADP
framr-4143	218	14	products	product	NOUN
framr-4143	218	15	,	,	PUNCT
framr-4143	218	16	more	more	ADV
framr-4143	218	17	excellent	excellent	ADJ
framr-4143	218	18	product	product	NOUN
framr-4143	218	19	provenance	provenance	NOUN
framr-4143	218	20	,	,	PUNCT
framr-4143	218	21	limited	limited	ADJ
framr-4143	218	22	counterfeiting	counterfeiting	NOUN
framr-4143	218	23	,	,	PUNCT
framr-4143	218	24	increased	increase	VERB
framr-4143	218	25	sustainability	sustainability	NOUN
framr-4143	218	26	,	,	PUNCT
framr-4143	218	27	ethical	ethical	ADJ
framr-4143	218	28	sourcing	sourcing	NOUN
framr-4143	218	29	,	,	PUNCT
framr-4143	218	30	innovative	innovative	ADJ
framr-4143	218	31	contract	contract	NOUN
framr-4143	218	32	payments	payment	NOUN
framr-4143	218	33	,	,	PUNCT
framr-4143	218	34	and	and	CCONJ
framr-4143	218	35	more	more	ADV
framr-4143	218	36	(	(	PUNCT
framr-4143	218	37	see	see	VERB
framr-4143	218	38	figure	figure	NOUN
framr-4143	218	39	2	2	NUM
framr-4143	218	40	)	)	PUNCT
framr-4143	218	41	.	.	PUNCT
framr-4143	219	1	this	this	DET
framr-4143	219	2	section	section	NOUN
framr-4143	219	3	then	then	ADV
framr-4143	219	4	provides	provide	VERB
framr-4143	219	5	a	a	DET
framr-4143	219	6	critical	critical	ADJ
framr-4143	219	7	review	review	NOUN
framr-4143	219	8	of	of	ADP
framr-4143	219	9	the	the	DET
framr-4143	219	10	use	use	NOUN
framr-4143	219	11	of	of	ADP
framr-4143	219	12	blockchain	blockchain	PROPN
framr-4143	219	13	in	in	ADP
framr-4143	219	14	the	the	DET
framr-4143	219	15	above	above	ADV
framr-4143	219	16	-	-	PUNCT
framr-4143	219	17	discussed	discuss	VERB
framr-4143	219	18	areas	area	NOUN
framr-4143	219	19	of	of	ADP
framr-4143	219	20	supply	supply	NOUN
framr-4143	219	21	chain	chain	NOUN
framr-4143	219	22	management	management	NOUN
framr-4143	219	23	.	.	PUNCT
framr-4143	220	1	3.2.1	3.2.1	X
framr-4143	220	2	.	.	X
framr-4143	220	3	tracking	tracking	NOUN
framr-4143	220	4	and	and	CCONJ
framr-4143	220	5	transparency	transparency	NOUN
framr-4143	220	6	the	the	DET
framr-4143	220	7	traditional	traditional	ADJ
framr-4143	220	8	element	element	NOUN
framr-4143	220	9	questioned	question	VERB
framr-4143	220	10	in	in	ADP
framr-4143	220	11	scm	scm	PROPN
framr-4143	220	12	is	be	AUX
framr-4143	220	13	the	the	DET
framr-4143	220	14	opacity	opacity	NOUN
framr-4143	220	15	observed	observe	VERB
framr-4143	220	16	in	in	ADP
framr-4143	220	17	most	most	ADJ
framr-4143	220	18	supply	supply	NOUN
framr-4143	220	19	chain	chain	NOUN
framr-4143	220	20	networks	network	NOUN
framr-4143	220	21	.	.	PUNCT
framr-4143	221	1	blockchain	blockchain	PROPN
framr-4143	221	2	solves	solve	VERB
framr-4143	221	3	this	this	DET
framr-4143	221	4	problem	problem	NOUN
framr-4143	221	5	by	by	ADP
framr-4143	221	6	creating	create	VERB
framr-4143	221	7	a	a	DET
framr-4143	221	8	private	private	ADJ
framr-4143	221	9	ledger	ledger	NOUN
framr-4143	221	10	that	that	PRON
framr-4143	221	11	records	record	VERB
framr-4143	221	12	all	all	DET
framr-4143	221	13	transactions	transaction	NOUN
framr-4143	221	14	and	and	CCONJ
framr-4143	221	15	processes	process	NOUN
framr-4143	221	16	in	in	ADP
framr-4143	221	17	a	a	DET
framr-4143	221	18	blockchain	blockchain	NOUN
framr-4143	221	19	.	.	PUNCT
framr-4143	222	1	the	the	DET
framr-4143	222	2	consensus	consensus	NOUN
framr-4143	222	3	among	among	ADP
framr-4143	222	4	all	all	DET
framr-4143	222	5	the	the	DET
framr-4143	222	6	parties	party	NOUN
framr-4143	222	7	in	in	ADP
framr-4143	222	8	the	the	DET
framr-4143	222	9	chain	chain	NOUN
framr-4143	222	10	is	be	AUX
framr-4143	222	11	that	that	SCONJ
framr-4143	222	12	each	each	DET
framr-4143	222	13	link	link	NOUN
framr-4143	222	14	in	in	ADP
framr-4143	222	15	the	the	DET
framr-4143	222	16	supply	supply	NOUN
framr-4143	222	17	chain	chain	NOUN
framr-4143	222	18	,	,	PUNCT
framr-4143	222	19	from	from	ADP
framr-4143	222	20	raw	raw	ADJ
framr-4143	222	21	materials	material	NOUN
framr-4143	222	22	and	and	CCONJ
framr-4143	222	23	processing	processing	NOUN
framr-4143	222	24	to	to	ADP
framr-4143	222	25	distribution	distribution	NOUN
framr-4143	222	26	and	and	CCONJ
framr-4143	222	27	delivery	delivery	NOUN
framr-4143	222	28	of	of	ADP
framr-4143	222	29	the	the	DET
framr-4143	222	30	final	final	ADJ
framr-4143	222	31	product	product	NOUN
framr-4143	222	32	,	,	PUNCT
framr-4143	222	33	is	be	AUX
framr-4143	222	34	documented	document	VERB
framr-4143	222	35	on	on	ADP
framr-4143	222	36	blockchain	blockchain	PROPN
framr-4143	222	37	technology	technology	PROPN
framr-4143	222	38	for	for	ADP
framr-4143	222	39	every	every	DET
framr-4143	222	40	stakeholder	stakeholder	NOUN
framr-4143	222	41	interested	interested	ADJ
framr-4143	222	42	in	in	ADP
framr-4143	222	43	the	the	DET
framr-4143	222	44	supply	supply	NOUN
framr-4143	222	45	chain	chain	NOUN
framr-4143	222	46	to	to	PART
framr-4143	222	47	verify	verify	VERB
framr-4143	222	48	.	.	PUNCT
framr-4143	223	1	this	this	PRON
framr-4143	223	2	enhances	enhance	VERB
framr-4143	223	3	responsibility	responsibility	NOUN
framr-4143	223	4	and	and	CCONJ
framr-4143	223	5	enables	enable	VERB
framr-4143	223	6	different	different	ADJ
framr-4143	223	7	companies	company	NOUN
framr-4143	223	8	in	in	ADP
framr-4143	223	9	the	the	DET
framr-4143	223	10	chain	chain	NOUN
framr-4143	223	11	to	to	PART
framr-4143	223	12	trace	trace	VERB
framr-4143	223	13	merchandise	merchandise	NOUN
framr-4143	223	14	as	as	SCONJ
framr-4143	223	15	it	it	PRON
framr-4143	223	16	flows	flow	VERB
framr-4143	223	17	through	through	ADP
framr-4143	223	18	the	the	DET
framr-4143	223	19	channel	channel	NOUN
framr-4143	223	20	in	in	ADP
framr-4143	223	21	real	real	ADJ
framr-4143	223	22	-	-	PUNCT
framr-4143	223	23	time	time	NOUN
framr-4143	223	24	.	.	PUNCT
framr-4143	224	1	figure	figure	NOUN
framr-4143	224	2	2	2	NUM
framr-4143	224	3	.	.	PUNCT
framr-4143	225	1	blockchain	blockchain	NOUN
framr-4143	225	2	enhances	enhance	VERB
framr-4143	225	3	supply	supply	NOUN
framr-4143	225	4	chain	chain	NOUN
framr-4143	225	5	transparency	transparency	NOUN
framr-4143	225	6	,	,	PUNCT
framr-4143	225	7	visibility	visibility	NOUN
framr-4143	225	8	,	,	PUNCT
framr-4143	225	9	and	and	CCONJ
framr-4143	225	10	ethical	ethical	ADJ
framr-4143	225	11	compliance	compliance	NOUN
framr-4143	225	12	across	across	ADP
framr-4143	225	13	industries	industry	NOUN
framr-4143	225	14	.	.	PUNCT
framr-4143	226	1	financial	financial	ADJ
framr-4143	226	2	risk	risk	NOUN
framr-4143	226	3	and	and	CCONJ
framr-4143	226	4	management	management	NOUN
framr-4143	226	5	reviews	review	NOUN
framr-4143	226	6	,	,	PUNCT
framr-4143	226	7	2025	2025	NUM
framr-4143	226	8	,	,	PUNCT
framr-4143	226	9	11(1	11(1	NUM
framr-4143	226	10	):	):	PUNCT
framr-4143	226	11	72	72	NUM
framr-4143	226	12	-	-	SYM
framr-4143	226	13	102	102	NUM
framr-4143	226	14	80	80	NUM
framr-4143	226	15	©	©	PROPN
framr-4143	226	16	2025	2025	NUM
framr-4143	226	17	conscientia	conscientia	PROPN
framr-4143	226	18	beam	beam	PROPN
framr-4143	226	19	.	.	PUNCT
framr-4143	227	1	all	all	DET
framr-4143	227	2	rights	right	NOUN
framr-4143	227	3	reserved	reserve	VERB
framr-4143	227	4	.	.	PUNCT
framr-4143	228	1	the	the	DET
framr-4143	228	2	figure	figure	NOUN
framr-4143	228	3	2	2	NUM
framr-4143	228	4	shows	show	VERB
framr-4143	228	5	how	how	SCONJ
framr-4143	228	6	blockchain	blockchain	NOUN
framr-4143	228	7	improves	improve	VERB
framr-4143	228	8	supply	supply	NOUN
framr-4143	228	9	chain	chain	NOUN
framr-4143	228	10	transparency	transparency	NOUN
framr-4143	228	11	by	by	ADP
framr-4143	228	12	enabling	enable	VERB
framr-4143	228	13	real	real	ADJ
framr-4143	228	14	-	-	PUNCT
framr-4143	228	15	time	time	NOUN
framr-4143	228	16	tracking	tracking	NOUN
framr-4143	228	17	,	,	PUNCT
framr-4143	228	18	creating	create	VERB
framr-4143	228	19	immutable	immutable	ADJ
framr-4143	228	20	records	record	NOUN
framr-4143	228	21	,	,	PUNCT
framr-4143	228	22	and	and	CCONJ
framr-4143	228	23	ensuring	ensure	VERB
framr-4143	228	24	regulatory	regulatory	ADJ
framr-4143	228	25	compliance	compliance	NOUN
framr-4143	228	26	.	.	PUNCT
framr-4143	229	1	this	this	PRON
framr-4143	229	2	enhances	enhance	VERB
framr-4143	229	3	accountability	accountability	NOUN
framr-4143	229	4	and	and	CCONJ
framr-4143	229	5	visibility	visibility	NOUN
framr-4143	229	6	from	from	ADP
framr-4143	229	7	raw	raw	ADJ
framr-4143	229	8	materials	material	NOUN
framr-4143	229	9	to	to	ADP
framr-4143	229	10	the	the	DET
framr-4143	229	11	final	final	ADJ
framr-4143	229	12	product	product	NOUN
framr-4143	229	13	,	,	PUNCT
framr-4143	229	14	with	with	ADP
framr-4143	229	15	examples	example	NOUN
framr-4143	229	16	like	like	ADP
framr-4143	229	17	walmart	walmart	PROPN
framr-4143	229	18	's	's	PART
framr-4143	229	19	food	food	NOUN
framr-4143	229	20	safety	safety	NOUN
framr-4143	229	21	traceability	traceability	NOUN
framr-4143	229	22	and	and	CCONJ
framr-4143	229	23	ford	ford	NOUN
framr-4143	229	24	's	's	PART
framr-4143	229	25	ethical	ethical	ADJ
framr-4143	229	26	cobalt	cobalt	NOUN
framr-4143	229	27	sourcing	sourcing	NOUN
framr-4143	229	28	.	.	PUNCT
framr-4143	230	1	a	a	DET
framr-4143	230	2	deloitte	deloitte	NOUN
framr-4143	230	3	(	(	PUNCT
framr-4143	230	4	2020b	2020b	NUM
framr-4143	230	5	)	)	PUNCT
framr-4143	230	6	report	report	NOUN
framr-4143	230	7	pointed	point	VERB
framr-4143	230	8	out	out	ADP
framr-4143	230	9	that	that	SCONJ
framr-4143	230	10	since	since	SCONJ
framr-4143	230	11	blockchain	blockchain	PROPN
framr-4143	230	12	has	have	VERB
framr-4143	230	13	a	a	DET
framr-4143	230	14	decentralized	decentralize	VERB
framr-4143	230	15	,	,	PUNCT
framr-4143	230	16	shared	share	VERB
framr-4143	230	17	ledger	ledger	NOUN
framr-4143	230	18	that	that	PRON
framr-4143	230	19	records	record	VERB
framr-4143	230	20	every	every	DET
framr-4143	230	21	transaction	transaction	NOUN
framr-4143	230	22	,	,	PUNCT
framr-4143	230	23	it	it	PRON
framr-4143	230	24	dramatically	dramatically	ADV
framr-4143	230	25	improves	improve	VERB
framr-4143	230	26	supply	supply	NOUN
framr-4143	230	27	chain	chain	NOUN
framr-4143	230	28	transparency	transparency	NOUN
framr-4143	230	29	.	.	PUNCT
framr-4143	231	1	for	for	ADP
framr-4143	231	2	instance	instance	NOUN
framr-4143	231	3	,	,	PUNCT
framr-4143	231	4	blockchain	blockchain	PROPN
framr-4143	231	5	has	have	AUX
framr-4143	231	6	been	be	AUX
framr-4143	231	7	applied	apply	VERB
framr-4143	231	8	in	in	ADP
framr-4143	231	9	the	the	DET
framr-4143	231	10	food	food	NOUN
framr-4143	231	11	industry	industry	NOUN
framr-4143	231	12	to	to	PART
framr-4143	231	13	handle	handle	VERB
framr-4143	231	14	produce	produce	VERB
framr-4143	231	15	and	and	CCONJ
framr-4143	231	16	identify	identify	VERB
framr-4143	231	17	its	its	PRON
framr-4143	231	18	origin	origin	NOUN
framr-4143	231	19	and	and	CCONJ
framr-4143	231	20	safety	safety	NOUN
framr-4143	231	21	standards	standard	NOUN
framr-4143	231	22	before	before	ADP
framr-4143	231	23	reaching	reach	VERB
framr-4143	231	24	the	the	DET
framr-4143	231	25	consumer	consumer	NOUN
framr-4143	231	26	’s	’s	PART
framr-4143	231	27	table	table	NOUN
framr-4143	231	28	.	.	PUNCT
framr-4143	232	1	walmart	walmart	PROPN
framr-4143	232	2	inc	inc	PROPN
framr-4143	232	3	.	.	PROPN
framr-4143	232	4	,	,	PUNCT
framr-4143	232	5	in	in	ADP
framr-4143	232	6	collaboration	collaboration	NOUN
framr-4143	232	7	with	with	ADP
framr-4143	232	8	ibm	ibm	PROPN
framr-4143	232	9	,	,	PUNCT
framr-4143	232	10	incorporated	incorporate	VERB
framr-4143	232	11	blockchain	blockchain	NOUN
framr-4143	232	12	in	in	ADP
framr-4143	232	13	tracing	trace	VERB
framr-4143	232	14	their	their	PRON
framr-4143	232	15	suppliers	supplier	NOUN
framr-4143	232	16	of	of	ADP
framr-4143	232	17	leafy	leafy	ADJ
framr-4143	232	18	greens	green	NOUN
framr-4143	232	19	,	,	PUNCT
framr-4143	232	20	and	and	CCONJ
framr-4143	232	21	it	it	PRON
framr-4143	232	22	took	take	VERB
framr-4143	232	23	only	only	ADV
framr-4143	232	24	seconds	second	NOUN
framr-4143	232	25	to	to	PART
framr-4143	232	26	trace	trace	VERB
framr-4143	232	27	the	the	DET
framr-4143	232	28	source	source	NOUN
framr-4143	232	29	of	of	ADP
framr-4143	232	30	contaminated	contaminated	ADJ
framr-4143	232	31	production	production	NOUN
framr-4143	232	32	compared	compare	VERB
framr-4143	232	33	with	with	ADP
framr-4143	232	34	weeks	week	NOUN
framr-4143	232	35	(	(	PUNCT
framr-4143	232	36	deloitte	deloitte	NOUN
framr-4143	232	37	,	,	PUNCT
framr-4143	232	38	2020b	2020b	NUM
framr-4143	232	39	)	)	PUNCT
framr-4143	232	40	.	.	PUNCT
framr-4143	233	1	in	in	ADP
framr-4143	233	2	car	car	NOUN
framr-4143	233	3	production	production	NOUN
framr-4143	233	4	,	,	PUNCT
framr-4143	233	5	ford	ford	PROPN
framr-4143	233	6	has	have	AUX
framr-4143	233	7	adopted	adopt	VERB
framr-4143	233	8	blockchain	blockchain	NOUN
framr-4143	233	9	to	to	PART
framr-4143	233	10	monitor	monitor	VERB
framr-4143	233	11	cobalt	cobalt	NOUN
framr-4143	233	12	flow	flow	NOUN
framr-4143	233	13	,	,	PUNCT
framr-4143	233	14	a	a	DET
framr-4143	233	15	material	material	NOUN
framr-4143	233	16	crucial	crucial	ADJ
framr-4143	233	17	to	to	ADP
framr-4143	233	18	rechargeable	rechargeable	ADJ
framr-4143	233	19	batteries	battery	NOUN
framr-4143	233	20	.	.	PUNCT
framr-4143	234	1	blockchain	blockchain	PROPN
framr-4143	234	2	also	also	ADV
framr-4143	234	3	helps	help	VERB
framr-4143	234	4	ford	ford	NOUN
framr-4143	234	5	trace	trace	NOUN
framr-4143	234	6	that	that	SCONJ
framr-4143	234	7	cobalt	cobalt	NOUN
framr-4143	234	8	is	be	AUX
framr-4143	234	9	mined	mine	VERB
framr-4143	234	10	from	from	ADP
framr-4143	234	11	specific	specific	ADJ
framr-4143	234	12	regions	region	NOUN
framr-4143	234	13	free	free	ADJ
framr-4143	234	14	from	from	ADP
framr-4143	234	15	conflict	conflict	NOUN
framr-4143	234	16	,	,	PUNCT
framr-4143	234	17	thus	thus	ADV
framr-4143	234	18	passing	pass	VERB
framr-4143	234	19	the	the	DET
framr-4143	234	20	ethical	ethical	ADJ
framr-4143	234	21	standards	standard	NOUN
framr-4143	234	22	accrued	accrue	VERB
framr-4143	234	23	(	(	PUNCT
framr-4143	234	24	ford	ford	PROPN
framr-4143	234	25	motor	motor	PROPN
framr-4143	234	26	company	company	NOUN
framr-4143	234	27	,	,	PUNCT
framr-4143	234	28	2021	2021	NUM
framr-4143	234	29	)	)	PUNCT
framr-4143	234	30	.	.	PUNCT
framr-4143	235	1	these	these	DET
framr-4143	235	2	use	use	NOUN
framr-4143	235	3	cases	case	NOUN
framr-4143	235	4	demonstrate	demonstrate	VERB
framr-4143	235	5	how	how	SCONJ
framr-4143	235	6	blockchain	blockchain	PROPN
framr-4143	235	7	can	can	AUX
framr-4143	235	8	increase	increase	VERB
framr-4143	235	9	the	the	DET
framr-4143	235	10	clarity	clarity	NOUN
framr-4143	235	11	of	of	ADP
framr-4143	235	12	the	the	DET
framr-4143	235	13	process	process	NOUN
framr-4143	235	14	,	,	PUNCT
framr-4143	235	15	speed	speed	VERB
framr-4143	235	16	up	up	ADP
framr-4143	235	17	operations	operation	NOUN
framr-4143	235	18	,	,	PUNCT
framr-4143	235	19	and	and	CCONJ
framr-4143	235	20	meet	meet	VERB
framr-4143	235	21	legislative	legislative	ADJ
framr-4143	235	22	requirements	requirement	NOUN
framr-4143	235	23	.	.	PUNCT
framr-4143	236	1	3.2.2	3.2.2	X
framr-4143	236	2	.	.	PUNCT
framr-4143	236	3	enhancing	enhance	VERB
framr-4143	236	4	traceability	traceability	NOUN
framr-4143	236	5	blockchain	blockchain	NOUN
framr-4143	236	6	enhances	enhance	VERB
framr-4143	236	7	traceability	traceability	NOUN
framr-4143	236	8	foundationally	foundationally	ADV
framr-4143	236	9	and	and	CCONJ
framr-4143	236	10	principally	principally	ADV
framr-4143	236	11	,	,	PUNCT
framr-4143	236	12	allowing	allow	VERB
framr-4143	236	13	companies	company	NOUN
framr-4143	236	14	to	to	PART
framr-4143	236	15	track	track	VERB
framr-4143	236	16	products	product	NOUN
framr-4143	236	17	or	or	CCONJ
framr-4143	236	18	raw	raw	ADJ
framr-4143	236	19	materials	material	NOUN
framr-4143	236	20	from	from	ADP
framr-4143	236	21	manufacturers	manufacturer	NOUN
framr-4143	236	22	to	to	ADP
framr-4143	236	23	consumers	consumer	NOUN
framr-4143	236	24	.	.	PUNCT
framr-4143	237	1	this	this	PRON
framr-4143	237	2	is	be	AUX
framr-4143	237	3	especially	especially	ADV
framr-4143	237	4	relevant	relevant	ADJ
framr-4143	237	5	in	in	ADP
framr-4143	237	6	industries	industry	NOUN
framr-4143	237	7	where	where	SCONJ
framr-4143	237	8	product	product	NOUN
framr-4143	237	9	security	security	NOUN
framr-4143	237	10	is	be	AUX
framr-4143	237	11	a	a	DET
framr-4143	237	12	concern	concern	NOUN
framr-4143	237	13	,	,	PUNCT
framr-4143	237	14	such	such	ADJ
framr-4143	237	15	as	as	ADP
framr-4143	237	16	drug	drug	NOUN
framr-4143	237	17	and	and	CCONJ
framr-4143	237	18	food	food	NOUN
framr-4143	237	19	supply	supply	NOUN
framr-4143	237	20	chains	chain	NOUN
framr-4143	237	21	.	.	PUNCT
framr-4143	238	1	a	a	DET
framr-4143	238	2	mckinsey	mckinsey	NOUN
framr-4143	238	3	&	&	CCONJ
framr-4143	238	4	company	company	PROPN
framr-4143	238	5	(	(	PUNCT
framr-4143	238	6	2021b	2021b	NUM
framr-4143	238	7	)	)	PUNCT
framr-4143	238	8	suggests	suggest	VERB
framr-4143	238	9	that	that	SCONJ
framr-4143	238	10	applying	apply	VERB
framr-4143	238	11	traceability	traceability	NOUN
framr-4143	238	12	through	through	ADP
framr-4143	238	13	blockchain	blockchain	PROPN
framr-4143	238	14	in	in	ADP
framr-4143	238	15	the	the	DET
framr-4143	238	16	pharmaceutical	pharmaceutical	ADJ
framr-4143	238	17	sector	sector	NOUN
framr-4143	238	18	also	also	ADV
framr-4143	238	19	prevents	prevent	VERB
framr-4143	238	20	the	the	DET
framr-4143	238	21	distribution	distribution	NOUN
framr-4143	238	22	of	of	ADP
framr-4143	238	23	counterfeit	counterfeit	ADJ
framr-4143	238	24	drugs	drug	NOUN
framr-4143	238	25	,	,	PUNCT
framr-4143	238	26	which	which	PRON
framr-4143	238	27	cost	cost	VERB
framr-4143	238	28	about	about	ADV
framr-4143	238	29	$	$	SYM
framr-4143	238	30	200	200	NUM
framr-4143	238	31	billion	billion	NUM
framr-4143	238	32	worldwide	worldwide	ADV
framr-4143	238	33	.	.	PUNCT
framr-4143	239	1	using	use	VERB
framr-4143	239	2	blockchain	blockchain	PROPN
framr-4143	239	3	to	to	PART
framr-4143	239	4	track	track	VERB
framr-4143	239	5	pharmaceuticals	pharmaceutical	NOUN
framr-4143	239	6	keeps	keep	VERB
framr-4143	239	7	fake	fake	ADJ
framr-4143	239	8	products	product	NOUN
framr-4143	239	9	from	from	ADP
framr-4143	239	10	reaching	reach	VERB
framr-4143	239	11	consumers	consumer	NOUN
framr-4143	239	12	while	while	SCONJ
framr-4143	239	13	authentic	authentic	ADJ
framr-4143	239	14	products	product	NOUN
framr-4143	239	15	are	be	AUX
framr-4143	239	16	granted	grant	VERB
framr-4143	239	17	easier	easy	ADJ
framr-4143	239	18	access	access	NOUN
framr-4143	239	19	.	.	PUNCT
framr-4143	240	1	with	with	ADP
framr-4143	240	2	the	the	DET
framr-4143	240	3	food	food	NOUN
framr-4143	240	4	supply	supply	NOUN
framr-4143	240	5	chain	chain	NOUN
framr-4143	240	6	being	be	AUX
framr-4143	240	7	among	among	ADP
framr-4143	240	8	the	the	DET
framr-4143	240	9	most	most	ADV
framr-4143	240	10	essential	essential	ADJ
framr-4143	240	11	,	,	PUNCT
framr-4143	240	12	blockchain	blockchain	PROPN
framr-4143	240	13	blocks	block	VERB
framr-4143	240	14	every	every	DET
framr-4143	240	15	aspect	aspect	NOUN
framr-4143	240	16	of	of	ADP
framr-4143	240	17	food	food	NOUN
framr-4143	240	18	.	.	PUNCT
framr-4143	241	1	nestlé	nestlé	PROPN
framr-4143	241	2	and	and	CCONJ
framr-4143	241	3	unilever	unilever	PROPN
framr-4143	241	4	,	,	PUNCT
framr-4143	241	5	among	among	ADP
framr-4143	241	6	other	other	ADJ
framr-4143	241	7	firms	firm	NOUN
framr-4143	241	8	,	,	PUNCT
framr-4143	241	9	have	have	AUX
framr-4143	241	10	implemented	implement	VERB
framr-4143	241	11	it	it	PRON
framr-4143	241	12	to	to	PART
framr-4143	241	13	enhance	enhance	VERB
framr-4143	241	14	food	food	NOUN
framr-4143	241	15	safety	safety	NOUN
framr-4143	241	16	.	.	PUNCT
framr-4143	242	1	blockchain	blockchain	PROPN
framr-4143	242	2	also	also	ADV
framr-4143	242	3	facilitates	facilitate	VERB
framr-4143	242	4	traceability	traceability	NOUN
framr-4143	242	5	solutions	solution	NOUN
framr-4143	242	6	for	for	ADP
framr-4143	242	7	luxury	luxury	NOUN
framr-4143	242	8	goods	good	NOUN
framr-4143	242	9	such	such	ADJ
framr-4143	242	10	as	as	ADP
framr-4143	242	11	diamonds	diamond	NOUN
framr-4143	242	12	.	.	PUNCT
framr-4143	243	1	to	to	PART
framr-4143	243	2	address	address	VERB
framr-4143	243	3	the	the	DET
framr-4143	243	4	issues	issue	NOUN
framr-4143	243	5	of	of	ADP
framr-4143	243	6	conflict	conflict	NOUN
framr-4143	243	7	-	-	PUNCT
framr-4143	243	8	free	free	ADJ
framr-4143	243	9	and	and	CCONJ
framr-4143	243	10	ethically	ethically	ADV
framr-4143	243	11	sourced	source	VERB
framr-4143	243	12	diamonds	diamond	NOUN
framr-4143	243	13	,	,	PUNCT
framr-4143	243	14	the	the	DET
framr-4143	243	15	de	de	PROPN
framr-4143	243	16	beers	beer	NOUN
framr-4143	243	17	group	group	NOUN
framr-4143	243	18	has	have	AUX
framr-4143	243	19	created	create	VERB
framr-4143	243	20	the	the	DET
framr-4143	243	21	tracr	tracr	PROPN
framr-4143	243	22	blockchain	blockchain	PROPN
framr-4143	243	23	platform	platform	PROPN
framr-4143	243	24	(	(	PUNCT
framr-4143	243	25	de	de	X
framr-4143	243	26	beers	beer	NOUN
framr-4143	243	27	,	,	PUNCT
framr-4143	243	28	2020	2020	NUM
framr-4143	243	29	)	)	PUNCT
framr-4143	243	30	.	.	PUNCT
framr-4143	244	1	it	it	PRON
framr-4143	244	2	helps	help	VERB
framr-4143	244	3	maintain	maintain	VERB
framr-4143	244	4	customer	customer	NOUN
framr-4143	244	5	confidence	confidence	NOUN
framr-4143	244	6	and	and	CCONJ
framr-4143	244	7	curbs	curb	NOUN
framr-4143	244	8	the	the	DET
framr-4143	244	9	cycles	cycle	NOUN
framr-4143	244	10	of	of	ADP
framr-4143	244	11	so	so	ADV
framr-4143	244	12	-	-	PUNCT
framr-4143	244	13	called	call	VERB
framr-4143	244	14	conflict	conflict	NOUN
framr-4143	244	15	diamonds	diamond	NOUN
framr-4143	244	16	.	.	PUNCT
framr-4143	245	1	3.2.3	3.2.3	X
framr-4143	245	2	.	.	X
framr-4143	245	3	cutting	cut	VERB
framr-4143	245	4	down	down	ADP
framr-4143	245	5	on	on	ADP
framr-4143	245	6	counterfeiting	counterfeit	VERB
framr-4143	245	7	piracy	piracy	NOUN
framr-4143	245	8	has	have	AUX
framr-4143	245	9	become	become	VERB
framr-4143	245	10	a	a	DET
framr-4143	245	11	significant	significant	ADJ
framr-4143	245	12	problem	problem	NOUN
framr-4143	245	13	in	in	ADP
framr-4143	245	14	supply	supply	NOUN
framr-4143	245	15	chains	chain	NOUN
framr-4143	245	16	worldwide	worldwide	ADV
framr-4143	245	17	,	,	PUNCT
framr-4143	245	18	specifically	specifically	ADV
framr-4143	245	19	in	in	ADP
framr-4143	245	20	fashion	fashion	NOUN
framr-4143	245	21	accessories	accessory	NOUN
framr-4143	245	22	,	,	PUNCT
framr-4143	245	23	medicines	medicine	NOUN
framr-4143	245	24	,	,	PUNCT
framr-4143	245	25	and	and	CCONJ
framr-4143	245	26	technology	technology	NOUN
framr-4143	245	27	products	product	NOUN
framr-4143	245	28	.	.	PUNCT
framr-4143	246	1	blockchain	blockchain	PROPN
framr-4143	246	2	’s	’s	PART
framr-4143	246	3	permanency	permanency	NOUN
framr-4143	246	4	means	mean	VERB
framr-4143	246	5	that	that	SCONJ
framr-4143	246	6	it	it	PRON
framr-4143	246	7	ca	can	AUX
framr-4143	246	8	n't	not	PART
framr-4143	246	9	be	be	AUX
framr-4143	246	10	altered	alter	VERB
framr-4143	246	11	once	once	ADV
framr-4143	246	12	a	a	DET
framr-4143	246	13	trade	trade	NOUN
framr-4143	246	14	has	have	AUX
framr-4143	246	15	been	be	AUX
framr-4143	246	16	made	make	VERB
framr-4143	246	17	,	,	PUNCT
framr-4143	246	18	confirming	confirm	VERB
framr-4143	246	19	its	its	PRON
framr-4143	246	20	genuineness	genuineness	NOUN
framr-4143	246	21	.	.	PUNCT
framr-4143	247	1	according	accord	VERB
framr-4143	247	2	to	to	ADP
framr-4143	247	3	the	the	DET
framr-4143	247	4	world	world	NOUN
framr-4143	247	5	economic	economic	PROPN
framr-4143	247	6	forum	forum	NOUN
framr-4143	247	7	(	(	PUNCT
framr-4143	247	8	2021	2021	NUM
framr-4143	247	9	)	)	PUNCT
framr-4143	247	10	,	,	PUNCT
framr-4143	247	11	global	global	ADJ
framr-4143	247	12	counterfeiting	counterfeiting	NOUN
framr-4143	247	13	costs	cost	VERB
framr-4143	247	14	about	about	ADV
framr-4143	247	15	2.8	2.8	NUM
framr-4143	247	16	trillion	trillion	NUM
framr-4143	247	17	us	us	PROPN
framr-4143	247	18	dollars	dollar	NOUN
framr-4143	247	19	annually	annually	ADV
framr-4143	247	20	.	.	PUNCT
framr-4143	248	1	counterfeiting	counterfeiting	NOUN
framr-4143	248	2	is	be	AUX
framr-4143	248	3	eliminated	eliminate	VERB
framr-4143	248	4	through	through	ADP
framr-4143	248	5	the	the	DET
framr-4143	248	6	help	help	NOUN
framr-4143	248	7	of	of	ADP
framr-4143	248	8	blockchain	blockchain	PROPN
framr-4143	248	9	since	since	SCONJ
framr-4143	248	10	every	every	DET
framr-4143	248	11	single	single	ADJ
framr-4143	248	12	product	product	NOUN
framr-4143	248	13	can	can	AUX
framr-4143	248	14	be	be	AUX
framr-4143	248	15	given	give	VERB
framr-4143	248	16	a	a	DET
framr-4143	248	17	unique	unique	ADJ
framr-4143	248	18	number	number	NOUN
framr-4143	248	19	.	.	PUNCT
framr-4143	249	1	this	this	DET
framr-4143	249	2	identifier	identifier	NOUN
framr-4143	249	3	,	,	PUNCT
framr-4143	249	4	stored	store	VERB
framr-4143	249	5	in	in	ADP
framr-4143	249	6	the	the	DET
framr-4143	249	7	blockchain	blockchain	NOUN
framr-4143	249	8	,	,	PUNCT
framr-4143	249	9	enables	enable	VERB
framr-4143	249	10	consumers	consumer	NOUN
framr-4143	249	11	and	and	CCONJ
framr-4143	249	12	businesses	business	NOUN
framr-4143	249	13	to	to	PART
framr-4143	249	14	check	check	VERB
framr-4143	249	15	the	the	DET
framr-4143	249	16	product	product	NOUN
framr-4143	249	17	’s	’s	PART
framr-4143	249	18	genuineness	genuineness	NOUN
framr-4143	249	19	throughout	throughout	ADP
framr-4143	249	20	its	its	PRON
framr-4143	249	21	lifecycle	lifecycle	NOUN
framr-4143	249	22	.	.	PUNCT
framr-4143	250	1	specifically	specifically	ADV
framr-4143	250	2	,	,	PUNCT
framr-4143	250	3	within	within	ADP
framr-4143	250	4	the	the	DET
framr-4143	250	5	luxury	luxury	NOUN
framr-4143	250	6	products	product	NOUN
framr-4143	250	7	sector	sector	NOUN
framr-4143	250	8	,	,	PUNCT
framr-4143	250	9	aura	aura	NOUN
framr-4143	250	10	,	,	PUNCT
framr-4143	250	11	developed	develop	VERB
framr-4143	250	12	by	by	ADP
framr-4143	250	13	the	the	DET
framr-4143	250	14	luxury	luxury	NOUN
framr-4143	250	15	goods	good	NOUN
framr-4143	250	16	giant	giant	ADJ
framr-4143	250	17	lvmh	lvmh	PROPN
framr-4143	250	18	(	(	PUNCT
framr-4143	250	19	moët	moët	VERB
framr-4143	250	20	hennessy	hennessy	PROPN
framr-4143	250	21	louis	louis	PROPN
framr-4143	250	22	vuitton	vuitton	PROPN
framr-4143	250	23	)	)	PUNCT
framr-4143	250	24	,	,	PUNCT
framr-4143	250	25	allows	allow	VERB
framr-4143	250	26	consumers	consumer	NOUN
framr-4143	250	27	to	to	PART
framr-4143	250	28	clearly	clearly	ADV
framr-4143	250	29	check	check	VERB
framr-4143	250	30	the	the	DET
framr-4143	250	31	origins	origin	NOUN
framr-4143	250	32	of	of	ADP
framr-4143	250	33	luxury	luxury	NOUN
framr-4143	250	34	goods	good	NOUN
framr-4143	250	35	using	use	VERB
framr-4143	250	36	blockchain	blockchain	PROPN
framr-4143	250	37	solutions	solution	NOUN
framr-4143	250	38	.	.	PUNCT
framr-4143	251	1	aura	aura	NOUN
framr-4143	251	2	captures	capture	VERB
framr-4143	251	3	each	each	DET
framr-4143	251	4	interaction	interaction	NOUN
framr-4143	251	5	a	a	DET
framr-4143	251	6	product	product	NOUN
framr-4143	251	7	has	have	VERB
framr-4143	251	8	through	through	ADP
framr-4143	251	9	each	each	DET
framr-4143	251	10	phase	phase	NOUN
framr-4143	251	11	of	of	ADP
framr-4143	251	12	its	its	PRON
framr-4143	251	13	lifecycle	lifecycle	NOUN
framr-4143	251	14	,	,	PUNCT
framr-4143	251	15	from	from	ADP
framr-4143	251	16	material	material	NOUN
framr-4143	251	17	acquisition	acquisition	NOUN
framr-4143	251	18	to	to	PART
framr-4143	251	19	end	end	VERB
framr-4143	251	20	-	-	PUNCT
framr-4143	251	21	use	use	NOUN
framr-4143	251	22	,	,	PUNCT
framr-4143	251	23	guaranteeing	guarantee	VERB
framr-4143	251	24	the	the	DET
framr-4143	251	25	authenticity	authenticity	NOUN
framr-4143	251	26	of	of	ADP
framr-4143	251	27	product	product	NOUN
framr-4143	251	28	supplies	supply	NOUN
framr-4143	251	29	and	and	CCONJ
framr-4143	251	30	stopping	stop	VERB
framr-4143	251	31	counterfeit	counterfeit	ADJ
framr-4143	251	32	products	product	NOUN
framr-4143	251	33	from	from	ADP
framr-4143	251	34	reaching	reach	VERB
framr-4143	251	35	the	the	DET
framr-4143	251	36	end	end	NOUN
framr-4143	251	37	user	user	NOUN
framr-4143	251	38	(	(	PUNCT
framr-4143	251	39	lvmh	lvmh	PROPN
framr-4143	251	40	,	,	PUNCT
framr-4143	251	41	2020	2020	NUM
framr-4143	251	42	)	)	PUNCT
framr-4143	251	43	.	.	PUNCT
framr-4143	252	1	in	in	ADP
framr-4143	252	2	the	the	DET
framr-4143	252	3	pharmaceutical	pharmaceutical	NOUN
framr-4143	252	4	industry	industry	NOUN
framr-4143	252	5	,	,	PUNCT
framr-4143	252	6	blockchain	blockchain	PROPN
framr-4143	252	7	makes	make	VERB
framr-4143	252	8	it	it	PRON
framr-4143	252	9	possible	possible	ADJ
framr-4143	252	10	to	to	PART
framr-4143	252	11	effectively	effectively	ADV
framr-4143	252	12	stop	stop	VERB
framr-4143	252	13	counterfeit	counterfeit	ADJ
framr-4143	252	14	drugs	drug	NOUN
framr-4143	252	15	from	from	ADP
framr-4143	252	16	circulating	circulate	VERB
framr-4143	252	17	through	through	ADP
framr-4143	252	18	the	the	DET
framr-4143	252	19	market	market	NOUN
framr-4143	252	20	by	by	ADP
framr-4143	252	21	documenting	document	VERB
framr-4143	252	22	transactions	transaction	NOUN
framr-4143	252	23	and	and	CCONJ
framr-4143	252	24	movement	movement	NOUN
framr-4143	252	25	through	through	ADP
framr-4143	252	26	the	the	DET
framr-4143	252	27	supply	supply	NOUN
framr-4143	252	28	chain	chain	NOUN
framr-4143	252	29	.	.	PUNCT
framr-4143	253	1	pfizer	pfizer	NOUN
framr-4143	253	2	and	and	CCONJ
framr-4143	253	3	merck	merck	PROPN
framr-4143	253	4	recently	recently	ADV
framr-4143	253	5	partnered	partner	VERB
framr-4143	253	6	to	to	PART
framr-4143	253	7	utilize	utilize	VERB
framr-4143	253	8	blockchain	blockchain	PROPN
framr-4143	253	9	to	to	PART
framr-4143	253	10	verify	verify	VERB
framr-4143	253	11	medicines	medicine	NOUN
framr-4143	253	12	and	and	CCONJ
framr-4143	253	13	prevent	prevent	VERB
framr-4143	253	14	counterfeiting	counterfeiting	NOUN
framr-4143	253	15	that	that	PRON
framr-4143	253	16	poses	pose	VERB
framr-4143	253	17	financial	financial	ADJ
framr-4143	253	18	and	and	CCONJ
framr-4143	253	19	reputational	reputational	ADJ
framr-4143	253	20	damage	damage	NOUN
framr-4143	253	21	to	to	ADP
framr-4143	253	22	companies	company	NOUN
framr-4143	253	23	like	like	ADP
framr-4143	253	24	pfizer	pfizer	NOUN
framr-4143	253	25	(	(	PUNCT
framr-4143	253	26	pfizer	pfizer	NOUN
framr-4143	253	27	,	,	PUNCT
framr-4143	253	28	2021a	2021a	NUM
framr-4143	253	29	)	)	PUNCT
framr-4143	253	30	.	.	PUNCT
framr-4143	254	1	financial	financial	ADJ
framr-4143	254	2	risk	risk	NOUN
framr-4143	254	3	and	and	CCONJ
framr-4143	254	4	management	management	NOUN
framr-4143	254	5	reviews	review	NOUN
framr-4143	254	6	,	,	PUNCT
framr-4143	254	7	2025	2025	NUM
framr-4143	254	8	,	,	PUNCT
framr-4143	254	9	11(1	11(1	NUM
framr-4143	254	10	):	):	PUNCT
framr-4143	254	11	72	72	NUM
framr-4143	254	12	-	-	SYM
framr-4143	254	13	102	102	NUM
framr-4143	254	14	81	81	NUM
framr-4143	254	15	©	©	PROPN
framr-4143	254	16	2025	2025	NUM
framr-4143	254	17	conscientia	conscientia	PROPN
framr-4143	254	18	beam	beam	PROPN
framr-4143	254	19	.	.	PUNCT
framr-4143	255	1	all	all	DET
framr-4143	255	2	rights	right	NOUN
framr-4143	255	3	reserved	reserve	VERB
framr-4143	255	4	.	.	PUNCT
framr-4143	256	1	3.2.4	3.2.4	X
framr-4143	256	2	.	.	PUNCT
framr-4143	257	1	encouraging	encourage	VERB
framr-4143	257	2	sustainable	sustainable	ADJ
framr-4143	257	3	and	and	CCONJ
framr-4143	257	4	ethical	ethical	ADJ
framr-4143	257	5	sourcing	sourcing	NOUN
framr-4143	257	6	environmentalism	environmentalism	NOUN
framr-4143	257	7	and	and	CCONJ
framr-4143	257	8	social	social	ADJ
framr-4143	257	9	responsibility	responsibility	NOUN
framr-4143	257	10	remain	remain	VERB
framr-4143	257	11	high	high	ADJ
framr-4143	257	12	among	among	ADP
framr-4143	257	13	consumers	consumer	NOUN
framr-4143	257	14	,	,	PUNCT
framr-4143	257	15	shareholders	shareholder	NOUN
framr-4143	257	16	,	,	PUNCT
framr-4143	257	17	and	and	CCONJ
framr-4143	257	18	governments	government	NOUN
framr-4143	257	19	.	.	PUNCT
framr-4143	258	1	blockchain	blockchain	PROPN
framr-4143	258	2	makes	make	VERB
framr-4143	258	3	it	it	PRON
framr-4143	258	4	possible	possible	ADJ
framr-4143	258	5	to	to	PART
framr-4143	258	6	track	track	VERB
framr-4143	258	7	products	product	NOUN
framr-4143	258	8	'	'	PART
framr-4143	258	9	environmental	environmental	ADJ
framr-4143	258	10	and	and	CCONJ
framr-4143	258	11	social	social	ADJ
framr-4143	258	12	effects	effect	NOUN
framr-4143	258	13	practically	practically	ADV
framr-4143	258	14	in	in	ADP
framr-4143	258	15	real	real	ADJ
framr-4143	258	16	time	time	NOUN
framr-4143	258	17	as	as	SCONJ
framr-4143	258	18	they	they	PRON
framr-4143	258	19	journey	journey	VERB
framr-4143	258	20	through	through	ADP
framr-4143	258	21	the	the	DET
framr-4143	258	22	supply	supply	NOUN
framr-4143	258	23	chain	chain	NOUN
framr-4143	258	24	.	.	PUNCT
framr-4143	259	1	consequently	consequently	ADV
framr-4143	259	2	,	,	PUNCT
framr-4143	259	3	the	the	DET
framr-4143	259	4	gartner	gartner	NOUN
framr-4143	259	5	(	(	PUNCT
framr-4143	259	6	2022b	2022b	NUM
framr-4143	259	7	)	)	PUNCT
framr-4143	259	8	study	study	NOUN
framr-4143	259	9	revealed	reveal	VERB
framr-4143	259	10	that	that	SCONJ
framr-4143	259	11	sustainability	sustainability	NOUN
framr-4143	259	12	was	be	AUX
framr-4143	259	13	a	a	DET
framr-4143	259	14	key	key	ADJ
framr-4143	259	15	concern	concern	NOUN
framr-4143	259	16	in	in	ADP
framr-4143	259	17	supply	supply	NOUN
framr-4143	259	18	chain	chain	NOUN
framr-4143	259	19	management	management	NOUN
framr-4143	259	20	,	,	PUNCT
framr-4143	259	21	with	with	ADP
framr-4143	259	22	90	90	NUM
framr-4143	259	23	%	%	NOUN
framr-4143	259	24	of	of	ADP
framr-4143	259	25	consumers	consumer	NOUN
framr-4143	259	26	demanding	demand	VERB
framr-4143	259	27	sustainably	sustainably	ADV
framr-4143	259	28	produced	produce	VERB
framr-4143	259	29	products	product	NOUN
framr-4143	259	30	.	.	PUNCT
framr-4143	260	1	blockchain	blockchain	PROPN
framr-4143	260	2	guarantees	guarantee	VERB
framr-4143	260	3	that	that	SCONJ
framr-4143	260	4	organizations	organization	NOUN
framr-4143	260	5	can	can	AUX
framr-4143	260	6	validate	validate	VERB
framr-4143	260	7	assertions	assertion	NOUN
framr-4143	260	8	about	about	ADP
framr-4143	260	9	sustainability	sustainability	NOUN
framr-4143	260	10	and	and	CCONJ
framr-4143	260	11	sourcing	source	VERB
framr-4143	260	12	concerning	concern	VERB
framr-4143	260	13	products	product	NOUN
framr-4143	260	14	and	and	CCONJ
framr-4143	260	15	services	service	NOUN
framr-4143	260	16	by	by	ADP
framr-4143	260	17	establishing	establish	VERB
framr-4143	260	18	credibility	credibility	NOUN
framr-4143	260	19	.	.	PUNCT
framr-4143	261	1	it	it	PRON
framr-4143	261	2	applies	apply	VERB
framr-4143	261	3	blockchain	blockchain	PROPN
framr-4143	261	4	technology	technology	PROPN
framr-4143	261	5	to	to	ADP
framr-4143	261	6	the	the	DET
framr-4143	261	7	supply	supply	NOUN
framr-4143	261	8	tracking	tracking	NOUN
framr-4143	261	9	of	of	ADP
framr-4143	261	10	palm	palm	NOUN
framr-4143	261	11	oil	oil	NOUN
framr-4143	261	12	to	to	PART
framr-4143	261	13	promote	promote	VERB
framr-4143	261	14	sustainability	sustainability	NOUN
framr-4143	261	15	and	and	CCONJ
framr-4143	261	16	socially	socially	ADV
framr-4143	261	17	responsible	responsible	ADJ
framr-4143	261	18	production	production	NOUN
framr-4143	261	19	.	.	PUNCT
framr-4143	262	1	it	it	PRON
framr-4143	262	2	sources	source	VERB
framr-4143	262	3	palm	palm	NOUN
framr-4143	262	4	oil	oil	NOUN
framr-4143	262	5	from	from	ADP
framr-4143	262	6	the	the	DET
framr-4143	262	7	plantations	plantation	NOUN
framr-4143	262	8	by	by	ADP
framr-4143	262	9	asking	ask	VERB
framr-4143	262	10	blockchain	blockchain	PROPN
framr-4143	262	11	technology	technology	NOUN
framr-4143	262	12	providers	provider	NOUN
framr-4143	262	13	to	to	PART
framr-4143	262	14	track	track	VERB
framr-4143	262	15	its	its	PRON
framr-4143	262	16	journey	journey	NOUN
framr-4143	262	17	from	from	ADP
framr-4143	262	18	the	the	DET
framr-4143	262	19	plantation	plantation	NOUN
framr-4143	262	20	to	to	ADP
framr-4143	262	21	the	the	DET
framr-4143	262	22	finished	finished	ADJ
framr-4143	262	23	product	product	NOUN
framr-4143	262	24	while	while	SCONJ
framr-4143	262	25	discouraging	discourage	VERB
framr-4143	262	26	deforestation	deforestation	NOUN
framr-4143	262	27	and	and	CCONJ
framr-4143	262	28	ensuring	ensure	VERB
framr-4143	262	29	fair	fair	ADJ
framr-4143	262	30	labor	labor	NOUN
framr-4143	262	31	practices	practice	NOUN
framr-4143	262	32	for	for	ADP
framr-4143	262	33	employees	employee	NOUN
framr-4143	262	34	(	(	PUNCT
framr-4143	262	35	unilever	unilever	PROPN
framr-4143	262	36	,	,	PUNCT
framr-4143	262	37	2021	2021	NUM
framr-4143	262	38	)	)	PUNCT
framr-4143	262	39	.	.	PUNCT
framr-4143	263	1	blockchain	blockchain	PROPN
framr-4143	263	2	also	also	ADV
framr-4143	263	3	enhances	enhance	VERB
framr-4143	263	4	the	the	DET
framr-4143	263	5	circular	circular	ADJ
framr-4143	263	6	economy	economy	NOUN
framr-4143	263	7	by	by	ADP
framr-4143	263	8	tracking	track	VERB
framr-4143	263	9	and	and	CCONJ
framr-4143	263	10	tracing	trace	VERB
framr-4143	263	11	products	product	NOUN
framr-4143	263	12	through	through	ADP
framr-4143	263	13	recycling	recycling	NOUN
framr-4143	263	14	and	and	CCONJ
framr-4143	263	15	disposal	disposal	NOUN
framr-4143	263	16	across	across	ADP
framr-4143	263	17	various	various	ADJ
framr-4143	263	18	value	value	NOUN
framr-4143	263	19	chains	chain	NOUN
framr-4143	263	20	.	.	PUNCT
framr-4143	264	1	for	for	ADP
framr-4143	264	2	example	example	NOUN
framr-4143	264	3	,	,	PUNCT
framr-4143	264	4	companies	company	NOUN
framr-4143	264	5	like	like	ADP
framr-4143	264	6	coca	coca	PROPN
framr-4143	264	7	-	-	PUNCT
framr-4143	264	8	cola	cola	PROPN
framr-4143	264	9	are	be	AUX
framr-4143	264	10	already	already	ADV
framr-4143	264	11	using	use	VERB
framr-4143	264	12	blockchain	blockchain	PROPN
framr-4143	264	13	to	to	PART
framr-4143	264	14	explore	explore	VERB
framr-4143	264	15	the	the	DET
framr-4143	264	16	possibilities	possibility	NOUN
framr-4143	264	17	of	of	ADP
framr-4143	264	18	increasing	increase	VERB
framr-4143	264	19	their	their	PRON
framr-4143	264	20	efficiency	efficiency	NOUN
framr-4143	264	21	in	in	ADP
framr-4143	264	22	recycling	recycle	VERB
framr-4143	264	23	bottles	bottle	NOUN
framr-4143	264	24	and	and	CCONJ
framr-4143	264	25	packaging	packaging	NOUN
framr-4143	264	26	materials	material	NOUN
framr-4143	264	27	(	(	PUNCT
framr-4143	264	28	coca	coca	PROPN
framr-4143	264	29	-	-	PUNCT
framr-4143	264	30	cola	cola	PROPN
framr-4143	264	31	,	,	PUNCT
framr-4143	264	32	2020	2020	NUM
framr-4143	264	33	)	)	PUNCT
framr-4143	264	34	.	.	PUNCT
framr-4143	265	1	it	it	PRON
framr-4143	265	2	also	also	ADV
framr-4143	265	3	helps	help	VERB
framr-4143	265	4	in	in	ADP
framr-4143	265	5	waste	waste	NOUN
framr-4143	265	6	management	management	NOUN
framr-4143	265	7	and	and	CCONJ
framr-4143	265	8	makes	make	VERB
framr-4143	265	9	the	the	DET
framr-4143	265	10	company	company	NOUN
framr-4143	265	11	look	look	VERB
framr-4143	265	12	environmentally	environmentally	ADV
framr-4143	265	13	friendly	friendly	ADJ
framr-4143	265	14	in	in	ADP
framr-4143	265	15	the	the	DET
framr-4143	265	16	eyes	eye	NOUN
framr-4143	265	17	of	of	ADP
framr-4143	265	18	the	the	DET
framr-4143	265	19	customer	customer	NOUN
framr-4143	265	20	.	.	PUNCT
framr-4143	266	1	3.2.5	3.2.5	X
framr-4143	266	2	.	.	PUNCT
framr-4143	266	3	smart	smart	ADJ
framr-4143	266	4	payments	payment	NOUN
framr-4143	266	5	smart	smart	ADJ
framr-4143	266	6	contracts	contract	NOUN
framr-4143	266	7	use	use	VERB
framr-4143	266	8	blockchain	blockchain	NOUN
framr-4143	266	9	to	to	PART
framr-4143	266	10	automate	automate	VERB
framr-4143	266	11	the	the	DET
framr-4143	266	12	payment	payment	NOUN
framr-4143	266	13	process	process	NOUN
framr-4143	266	14	.	.	PUNCT
framr-4143	267	1	according	accord	VERB
framr-4143	267	2	to	to	ADP
framr-4143	267	3	a	a	DET
framr-4143	267	4	pwc	pwc	NOUN
framr-4143	267	5	(	(	PUNCT
framr-4143	267	6	2021	2021	NUM
framr-4143	267	7	)	)	PUNCT
framr-4143	267	8	estimate	estimate	NOUN
framr-4143	267	9	,	,	PUNCT
framr-4143	267	10	smart	smart	ADJ
framr-4143	267	11	payments	payment	NOUN
framr-4143	267	12	related	relate	VERB
framr-4143	267	13	to	to	ADP
framr-4143	267	14	blockchain	blockchain	PROPN
framr-4143	267	15	decrease	decrease	VERB
framr-4143	267	16	the	the	DET
framr-4143	267	17	cost	cost	NOUN
framr-4143	267	18	of	of	ADP
framr-4143	267	19	transactions	transaction	NOUN
framr-4143	267	20	by	by	ADP
framr-4143	267	21	30	30	NUM
framr-4143	267	22	-	-	SYM
framr-4143	267	23	50	50	NUM
framr-4143	267	24	%	%	NOUN
framr-4143	267	25	,	,	PUNCT
framr-4143	267	26	especially	especially	ADV
framr-4143	267	27	in	in	ADP
framr-4143	267	28	cross	cross	ADJ
framr-4143	267	29	-	-	ADJ
framr-4143	267	30	border	border	ADJ
framr-4143	267	31	payments	payment	NOUN
framr-4143	267	32	where	where	SCONJ
framr-4143	267	33	multiple	multiple	ADJ
framr-4143	267	34	parties	party	NOUN
framr-4143	267	35	like	like	ADP
framr-4143	267	36	banks	bank	NOUN
framr-4143	267	37	and	and	CCONJ
framr-4143	267	38	payment	payment	NOUN
framr-4143	267	39	processors	processor	NOUN
framr-4143	267	40	complicate	complicate	VERB
framr-4143	267	41	the	the	DET
framr-4143	267	42	flow	flow	NOUN
framr-4143	267	43	and	and	CCONJ
framr-4143	267	44	charge	charge	VERB
framr-4143	267	45	additional	additional	ADJ
framr-4143	267	46	fees	fee	NOUN
framr-4143	267	47	(	(	PUNCT
framr-4143	267	48	see	see	VERB
framr-4143	267	49	figure	figure	NOUN
framr-4143	267	50	3	3	NUM
framr-4143	267	51	)	)	PUNCT
framr-4143	267	52	.	.	PUNCT
framr-4143	268	1	figure	figure	VERB
framr-4143	268	2	3	3	NUM
framr-4143	268	3	.	.	PUNCT
framr-4143	269	1	how	how	SCONJ
framr-4143	269	2	smart	smart	ADJ
framr-4143	269	3	contracts	contract	NOUN
framr-4143	269	4	revolutionize	revolutionize	VERB
framr-4143	269	5	payments	payment	NOUN
framr-4143	269	6	with	with	ADP
framr-4143	269	7	blockchain	blockchain	PROPN
framr-4143	269	8	for	for	ADP
framr-4143	269	9	cost	cost	NOUN
framr-4143	269	10	efficiency	efficiency	NOUN
framr-4143	269	11	’	'	PUNCT
framr-4143	269	12	.	.	PUNCT
framr-4143	270	1	in	in	ADP
framr-4143	270	2	the	the	DET
framr-4143	270	3	figure	figure	NOUN
framr-4143	270	4	3	3	NUM
framr-4143	270	5	,	,	PUNCT
framr-4143	270	6	intelligent	intelligent	ADJ
framr-4143	270	7	contracts	contract	NOUN
framr-4143	270	8	facilitate	facilitate	VERB
framr-4143	270	9	and	and	CCONJ
framr-4143	270	10	reduce	reduce	VERB
framr-4143	270	11	them	they	PRON
framr-4143	270	12	by	by	ADP
framr-4143	270	13	30	30	NUM
framr-4143	270	14	-	-	SYM
framr-4143	270	15	50	50	NUM
framr-4143	270	16	%	%	NOUN
framr-4143	270	17	while	while	SCONJ
framr-4143	270	18	eliminating	eliminate	VERB
framr-4143	270	19	potential	potential	ADJ
framr-4143	270	20	buyer	buyer	NOUN
framr-4143	270	21	characteristics	characteristic	NOUN
framr-4143	270	22	effectiveness	effectiveness	NOUN
framr-4143	270	23	,	,	PUNCT
framr-4143	270	24	especially	especially	ADV
framr-4143	270	25	in	in	ADP
framr-4143	270	26	cross	cross	ADJ
framr-4143	270	27	-	-	ADJ
framr-4143	270	28	border	border	ADJ
framr-4143	270	29	forecasts	forecast	NOUN
framr-4143	270	30	'	'	PART
framr-4143	270	31	reliability	reliability	NOUN
framr-4143	270	32	.	.	PUNCT
framr-4143	271	1	the	the	DET
framr-4143	271	2	advantages	advantage	NOUN
framr-4143	271	3	include	include	VERB
framr-4143	271	4	faster	fast	ADJ
framr-4143	271	5	payments	payment	NOUN
framr-4143	271	6	and	and	CCONJ
framr-4143	271	7	lower	low	ADJ
framr-4143	271	8	charges	charge	NOUN
framr-4143	271	9	,	,	PUNCT
framr-4143	271	10	besides	besides	SCONJ
framr-4143	271	11	enabling	enable	VERB
framr-4143	271	12	suppliers	supplier	NOUN
framr-4143	271	13	to	to	PART
framr-4143	271	14	gain	gain	VERB
framr-4143	271	15	much	much	ADV
framr-4143	271	16	-	-	PUNCT
framr-4143	271	17	needed	need	VERB
framr-4143	271	18	trust	trust	NOUN
framr-4143	271	19	.	.	PUNCT
framr-4143	272	1	smart	smart	ADJ
framr-4143	272	2	contracts	contract	NOUN
framr-4143	272	3	—	—	PUNCT
framr-4143	272	4	digital	digital	ADJ
framr-4143	272	5	contracts	contract	NOUN
framr-4143	272	6	written	write	VERB
framr-4143	272	7	in	in	ADP
framr-4143	272	8	code	code	NOUN
framr-4143	272	9	that	that	PRON
framr-4143	272	10	automatically	automatically	ADV
framr-4143	272	11	execute	execute	VERB
framr-4143	272	12	based	base	VERB
framr-4143	272	13	on	on	ADP
framr-4143	272	14	parameters	parameter	NOUN
framr-4143	272	15	set	set	VERB
framr-4143	272	16	out	out	ADP
framr-4143	272	17	in	in	ADP
framr-4143	272	18	the	the	DET
framr-4143	272	19	code	code	NOUN
framr-4143	272	20	—	—	PUNCT
framr-4143	272	21	make	make	VERB
framr-4143	272	22	intermediaries	intermediary	NOUN
framr-4143	272	23	obsolete	obsolete	ADJ
framr-4143	272	24	by	by	ADP
framr-4143	272	25	cutting	cut	VERB
framr-4143	272	26	out	out	ADP
framr-4143	272	27	the	the	DET
framr-4143	272	28	time	time	NOUN
framr-4143	272	29	and	and	CCONJ
framr-4143	272	30	cost	cost	NOUN
framr-4143	272	31	of	of	ADP
framr-4143	272	32	a	a	DET
framr-4143	272	33	basic	basic	ADJ
framr-4143	272	34	payment	payment	NOUN
framr-4143	272	35	system	system	NOUN
framr-4143	272	36	.	.	PUNCT
framr-4143	273	1	in	in	ADP
framr-4143	273	2	supply	supply	NOUN
framr-4143	273	3	chains	chain	NOUN
framr-4143	273	4	,	,	PUNCT
framr-4143	273	5	intelligent	intelligent	ADJ
framr-4143	273	6	payments	payment	NOUN
framr-4143	273	7	guarantee	guarantee	VERB
framr-4143	273	8	that	that	SCONJ
framr-4143	273	9	suppliers	supplier	NOUN
framr-4143	273	10	receive	receive	VERB
framr-4143	273	11	payment	payment	NOUN
framr-4143	273	12	once	once	ADV
framr-4143	273	13	predefined	predefine	VERB
framr-4143	273	14	conditions	condition	NOUN
framr-4143	273	15	are	be	AUX
framr-4143	273	16	fulfilled	fulfil	VERB
framr-4143	273	17	,	,	PUNCT
framr-4143	273	18	such	such	ADJ
framr-4143	273	19	as	as	ADP
framr-4143	273	20	the	the	DET
framr-4143	273	21	delivery	delivery	NOUN
framr-4143	273	22	of	of	ADP
framr-4143	273	23	goods	good	NOUN
framr-4143	273	24	or	or	CCONJ
framr-4143	273	25	the	the	DET
framr-4143	273	26	achievement	achievement	NOUN
framr-4143	273	27	of	of	ADP
framr-4143	273	28	a	a	DET
framr-4143	273	29	specific	specific	ADJ
framr-4143	273	30	target	target	NOUN
framr-4143	273	31	.	.	PUNCT
framr-4143	274	1	financial	financial	ADJ
framr-4143	274	2	risk	risk	NOUN
framr-4143	274	3	and	and	CCONJ
framr-4143	274	4	management	management	NOUN
framr-4143	274	5	reviews	review	NOUN
framr-4143	274	6	,	,	PUNCT
framr-4143	274	7	2025	2025	NUM
framr-4143	274	8	,	,	PUNCT
framr-4143	274	9	11(1	11(1	NUM
framr-4143	274	10	):	):	PUNCT
framr-4143	274	11	72	72	NUM
framr-4143	274	12	-	-	SYM
framr-4143	274	13	102	102	NUM
framr-4143	274	14	82	82	NUM
framr-4143	275	1	©	©	ADP
framr-4143	275	2	2025	2025	NUM
framr-4143	275	3	conscientia	conscientia	PROPN
framr-4143	275	4	beam	beam	PROPN
framr-4143	275	5	.	.	PUNCT
framr-4143	276	1	all	all	DET
framr-4143	276	2	rights	right	NOUN
framr-4143	276	3	reserved	reserve	VERB
framr-4143	276	4	.	.	PUNCT
framr-4143	277	1	maersk	maersk	PROPN
framr-4143	277	2	,	,	PUNCT
framr-4143	277	3	one	one	NUM
framr-4143	277	4	of	of	ADP
framr-4143	277	5	the	the	DET
framr-4143	277	6	world	world	NOUN
framr-4143	277	7	’s	’s	PART
framr-4143	277	8	biggest	big	ADJ
framr-4143	277	9	international	international	ADJ
framr-4143	277	10	shipping	shipping	NOUN
framr-4143	277	11	companies	company	NOUN
framr-4143	277	12	,	,	PUNCT
framr-4143	277	13	currently	currently	ADV
framr-4143	277	14	uses	use	VERB
framr-4143	277	15	blockchain	blockchain	NOUN
framr-4143	277	16	in	in	ADP
framr-4143	277	17	the	the	DET
framr-4143	277	18	payment	payment	NOUN
framr-4143	277	19	process	process	NOUN
framr-4143	277	20	for	for	ADP
framr-4143	277	21	its	its	PRON
framr-4143	277	22	shipment	shipment	NOUN
framr-4143	277	23	services	service	NOUN
framr-4143	277	24	.	.	PUNCT
framr-4143	278	1	with	with	ADP
framr-4143	278	2	smart	smart	ADJ
framr-4143	278	3	contracts	contract	NOUN
framr-4143	278	4	,	,	PUNCT
framr-4143	278	5	maersk	maersk	PROPN
framr-4143	278	6	guarantees	guarantee	VERB
framr-4143	278	7	payments	payment	NOUN
framr-4143	278	8	to	to	PART
framr-4143	278	9	be	be	AUX
framr-4143	278	10	made	make	VERB
framr-4143	278	11	immediately	immediately	ADV
framr-4143	278	12	upon	upon	SCONJ
framr-4143	278	13	product	product	NOUN
framr-4143	278	14	delivery	delivery	NOUN
framr-4143	278	15	,	,	PUNCT
framr-4143	278	16	thus	thus	ADV
framr-4143	278	17	increasing	increase	VERB
framr-4143	278	18	reliability	reliability	NOUN
framr-4143	278	19	and	and	CCONJ
framr-4143	278	20	efficiency	efficiency	NOUN
framr-4143	278	21	between	between	ADP
framr-4143	278	22	buyers	buyer	NOUN
framr-4143	278	23	and	and	CCONJ
framr-4143	278	24	sellers	seller	NOUN
framr-4143	278	25	(	(	PUNCT
framr-4143	278	26	maersk	maersk	X
framr-4143	278	27	,	,	PUNCT
framr-4143	278	28	2020	2020	NUM
framr-4143	278	29	)	)	PUNCT
framr-4143	278	30	.	.	PUNCT
framr-4143	279	1	this	this	PRON
framr-4143	279	2	also	also	ADV
framr-4143	279	3	reduces	reduce	VERB
framr-4143	279	4	fraud	fraud	NOUN
framr-4143	279	5	and	and	CCONJ
framr-4143	279	6	human	human	ADJ
framr-4143	279	7	error	error	NOUN
framr-4143	279	8	likely	likely	ADJ
framr-4143	279	9	to	to	PART
framr-4143	279	10	disrupt	disrupt	VERB
framr-4143	279	11	the	the	DET
framr-4143	279	12	general	general	ADJ
framr-4143	279	13	supply	supply	NOUN
framr-4143	279	14	chain	chain	NOUN
framr-4143	279	15	,	,	PUNCT
framr-4143	279	16	promoting	promote	VERB
framr-4143	279	17	innovative	innovative	ADJ
framr-4143	279	18	blockchain	blockchain	NOUN
framr-4143	279	19	payments	payment	NOUN
framr-4143	279	20	.	.	PUNCT
framr-4143	280	1	3.3	3.3	NUM
framr-4143	280	2	.	.	PUNCT
framr-4143	281	1	business	business	NOUN
framr-4143	281	2	intelligence	intelligence	NOUN
framr-4143	281	3	in	in	ADP
framr-4143	281	4	supply	supply	NOUN
framr-4143	281	5	chain	chain	NOUN
framr-4143	281	6	management	management	NOUN
framr-4143	281	7	bi	bi	NOUN
framr-4143	281	8	is	be	AUX
framr-4143	281	9	one	one	NUM
framr-4143	281	10	of	of	ADP
framr-4143	281	11	the	the	DET
framr-4143	281	12	most	most	ADV
framr-4143	281	13	essential	essential	ADJ
framr-4143	281	14	tools	tool	NOUN
framr-4143	281	15	in	in	ADP
framr-4143	281	16	scm	scm	PROPN
framr-4143	281	17	since	since	SCONJ
framr-4143	281	18	it	it	PRON
framr-4143	281	19	provides	provide	VERB
framr-4143	281	20	timely	timely	ADJ
framr-4143	281	21	information	information	NOUN
framr-4143	281	22	to	to	PART
framr-4143	281	23	enhance	enhance	VERB
framr-4143	281	24	decision	decision	NOUN
framr-4143	281	25	-	-	PUNCT
framr-4143	281	26	making	make	VERB
framr-4143	281	27	and	and	CCONJ
framr-4143	281	28	facilitate	facilitate	VERB
framr-4143	281	29	operations	operation	NOUN
framr-4143	281	30	.	.	PUNCT
framr-4143	282	1	in	in	ADP
framr-4143	282	2	the	the	DET
framr-4143	282	3	contemporary	contemporary	ADJ
framr-4143	282	4	world	world	NOUN
framr-4143	282	5	,	,	PUNCT
framr-4143	282	6	where	where	SCONJ
framr-4143	282	7	data	datum	NOUN
framr-4143	282	8	is	be	AUX
framr-4143	282	9	a	a	DET
framr-4143	282	10	precious	precious	ADJ
framr-4143	282	11	resource	resource	NOUN
framr-4143	282	12	,	,	PUNCT
framr-4143	282	13	firms	firm	NOUN
framr-4143	282	14	use	use	VERB
framr-4143	282	15	bi	bi	ADJ
framr-4143	282	16	tools	tool	NOUN
framr-4143	282	17	to	to	PART
framr-4143	282	18	gain	gain	VERB
framr-4143	282	19	a	a	DET
framr-4143	282	20	competitive	competitive	ADJ
framr-4143	282	21	advantage	advantage	NOUN
framr-4143	282	22	,	,	PUNCT
framr-4143	282	23	improve	improve	VERB
framr-4143	282	24	their	their	PRON
framr-4143	282	25	performance	performance	NOUN
framr-4143	282	26	,	,	PUNCT
framr-4143	282	27	and	and	CCONJ
framr-4143	282	28	realize	realize	VERB
framr-4143	282	29	the	the	DET
framr-4143	282	30	optimum	optimum	ADJ
framr-4143	282	31	use	use	NOUN
framr-4143	282	32	of	of	ADP
framr-4143	282	33	their	their	PRON
framr-4143	282	34	resources	resource	NOUN
framr-4143	282	35	.	.	PUNCT
framr-4143	283	1	managing	manage	VERB
framr-4143	283	2	a	a	DET
framr-4143	283	3	supply	supply	NOUN
framr-4143	283	4	chain	chain	NOUN
framr-4143	283	5	is	be	AUX
framr-4143	283	6	enhanced	enhance	VERB
framr-4143	283	7	through	through	ADP
framr-4143	283	8	bi	bi	NOUN
framr-4143	283	9	with	with	ADP
framr-4143	283	10	the	the	DET
framr-4143	283	11	benefits	benefit	NOUN
framr-4143	283	12	of	of	ADP
framr-4143	283	13	communication	communication	NOUN
framr-4143	283	14	improvements	improvement	NOUN
framr-4143	283	15	,	,	PUNCT
framr-4143	283	16	tracking	tracking	NOUN
framr-4143	283	17	of	of	ADP
framr-4143	283	18	costs	cost	NOUN
framr-4143	283	19	,	,	PUNCT
framr-4143	283	20	inventory	inventory	NOUN
framr-4143	283	21	control	control	NOUN
framr-4143	283	22	,	,	PUNCT
framr-4143	283	23	key	key	ADJ
framr-4143	283	24	performance	performance	NOUN
framr-4143	283	25	indicators	indicator	NOUN
framr-4143	283	26	(	(	PUNCT
framr-4143	283	27	kpis	kpis	NOUN
framr-4143	283	28	)	)	PUNCT
framr-4143	283	29	,	,	PUNCT
framr-4143	283	30	and	and	CCONJ
framr-4143	283	31	visual	visual	ADJ
framr-4143	283	32	display	display	NOUN
framr-4143	283	33	improvement	improvement	NOUN
framr-4143	283	34	(	(	PUNCT
framr-4143	283	35	see	see	VERB
framr-4143	283	36	figure	figure	NOUN
framr-4143	283	37	4	4	NUM
framr-4143	283	38	)	)	PUNCT
framr-4143	283	39	.	.	PUNCT
framr-4143	284	1	this	this	DET
framr-4143	284	2	section	section	NOUN
framr-4143	284	3	evaluates	evaluate	VERB
framr-4143	284	4	bi	bi	NOUN
framr-4143	284	5	in	in	ADP
framr-4143	284	6	scm	scm	PROPN
framr-4143	284	7	based	base	VERB
framr-4143	284	8	on	on	ADP
framr-4143	284	9	empirical	empirical	ADJ
framr-4143	284	10	data	datum	NOUN
framr-4143	284	11	and	and	CCONJ
framr-4143	284	12	real	real	ADJ
framr-4143	284	13	-	-	PUNCT
framr-4143	284	14	life	life	NOUN
framr-4143	284	15	experiences	experience	NOUN
framr-4143	284	16	of	of	ADP
framr-4143	284	17	organizations	organization	NOUN
framr-4143	284	18	.	.	PUNCT
framr-4143	285	1	3.3.1	3.3.1	X
framr-4143	285	2	.	.	X
framr-4143	286	1	communication	communication	NOUN
framr-4143	286	2	it	it	PRON
framr-4143	286	3	is	be	AUX
framr-4143	286	4	essential	essential	ADJ
framr-4143	286	5	to	to	PART
framr-4143	286	6	have	have	VERB
framr-4143	286	7	proper	proper	ADJ
framr-4143	286	8	information	information	NOUN
framr-4143	286	9	flows	flow	NOUN
framr-4143	286	10	between	between	ADP
framr-4143	286	11	different	different	ADJ
framr-4143	286	12	levels	level	NOUN
framr-4143	286	13	of	of	ADP
framr-4143	286	14	the	the	DET
framr-4143	286	15	supply	supply	NOUN
framr-4143	286	16	chain	chain	NOUN
framr-4143	286	17	to	to	PART
framr-4143	286	18	support	support	VERB
framr-4143	286	19	the	the	DET
framr-4143	286	20	goal	goal	NOUN
framr-4143	286	21	of	of	ADP
framr-4143	286	22	this	this	DET
framr-4143	286	23	concept	concept	NOUN
framr-4143	286	24	.	.	PUNCT
framr-4143	287	1	advanced	advanced	ADJ
framr-4143	287	2	bi	bi	ADJ
framr-4143	287	3	tools	tool	NOUN
framr-4143	287	4	generate	generate	VERB
framr-4143	287	5	real	real	ADJ
framr-4143	287	6	-	-	PUNCT
framr-4143	287	7	time	time	NOUN
framr-4143	287	8	data	datum	NOUN
framr-4143	287	9	that	that	PRON
framr-4143	287	10	optimize	optimize	VERB
framr-4143	287	11	interactions	interaction	NOUN
framr-4143	287	12	between	between	ADP
framr-4143	287	13	suppliers	supplier	NOUN
framr-4143	287	14	,	,	PUNCT
framr-4143	287	15	manufacturers	manufacturer	NOUN
framr-4143	287	16	,	,	PUNCT
framr-4143	287	17	and	and	CCONJ
framr-4143	287	18	retailers	retailer	NOUN
framr-4143	287	19	.	.	PUNCT
framr-4143	288	1	in	in	ADP
framr-4143	288	2	organizations	organization	NOUN
framr-4143	288	3	with	with	ADP
framr-4143	288	4	centralized	centralized	ADJ
framr-4143	288	5	data	datum	NOUN
framr-4143	288	6	systems	system	NOUN
framr-4143	288	7	,	,	PUNCT
framr-4143	288	8	bi	bi	NOUN
framr-4143	288	9	allows	allow	VERB
framr-4143	288	10	increased	increase	VERB
framr-4143	288	11	collaboration	collaboration	NOUN
framr-4143	288	12	,	,	PUNCT
framr-4143	288	13	breaks	break	VERB
framr-4143	288	14	down	down	ADP
framr-4143	288	15	silos	silo	NOUN
framr-4143	288	16	,	,	PUNCT
framr-4143	288	17	and	and	CCONJ
framr-4143	288	18	ensures	ensure	VERB
framr-4143	288	19	that	that	SCONJ
framr-4143	288	20	the	the	DET
framr-4143	288	21	right	right	ADJ
framr-4143	288	22	people	people	NOUN
framr-4143	288	23	are	be	AUX
framr-4143	288	24	getting	get	VERB
framr-4143	288	25	the	the	DET
framr-4143	288	26	correct	correct	ADJ
framr-4143	288	27	information	information	NOUN
framr-4143	288	28	.	.	PUNCT
framr-4143	289	1	langlois	langlois	PROPN
framr-4143	289	2	and	and	CCONJ
framr-4143	289	3	chauvel	chauvel	PROPN
framr-4143	289	4	(	(	PUNCT
framr-4143	289	5	2017	2017	NUM
framr-4143	289	6	)	)	PUNCT
framr-4143	289	7	have	have	AUX
framr-4143	289	8	identified	identify	VERB
framr-4143	289	9	that	that	SCONJ
framr-4143	289	10	companies	company	NOUN
framr-4143	289	11	that	that	PRON
framr-4143	289	12	apply	apply	VERB
framr-4143	289	13	bi	bi	NOUN
framr-4143	289	14	to	to	PART
framr-4143	289	15	enhance	enhance	VERB
framr-4143	289	16	communication	communication	NOUN
framr-4143	289	17	with	with	ADP
framr-4143	289	18	their	their	PRON
framr-4143	289	19	supply	supply	NOUN
framr-4143	289	20	chains	chain	NOUN
framr-4143	289	21	recorded	record	VERB
framr-4143	289	22	a	a	DET
framr-4143	289	23	20	20	NUM
framr-4143	289	24	%	%	NOUN
framr-4143	289	25	decrease	decrease	NOUN
framr-4143	289	26	in	in	ADP
framr-4143	289	27	operation	operation	NOUN
framr-4143	289	28	delays	delay	NOUN
framr-4143	289	29	.	.	PUNCT
framr-4143	290	1	the	the	DET
framr-4143	290	2	automotive	automotive	ADJ
framr-4143	290	3	industry	industry	NOUN
framr-4143	290	4	has	have	AUX
framr-4143	290	5	adopted	adopt	VERB
framr-4143	290	6	bi	bi	ADJ
framr-4143	290	7	tools	tool	NOUN
framr-4143	290	8	,	,	PUNCT
framr-4143	290	9	especially	especially	ADV
framr-4143	290	10	in	in	ADP
framr-4143	290	11	communication	communication	NOUN
framr-4143	290	12	between	between	ADP
framr-4143	290	13	suppliers	supplier	NOUN
framr-4143	290	14	and	and	CCONJ
framr-4143	290	15	manufacturing	manufacturing	NOUN
framr-4143	290	16	plants	plant	NOUN
framr-4143	290	17	.	.	PUNCT
framr-4143	291	1	in	in	ADP
framr-4143	291	2	addition	addition	NOUN
framr-4143	291	3	to	to	ADP
framr-4143	291	4	the	the	DET
framr-4143	291	5	above	above	ADJ
framr-4143	291	6	,	,	PUNCT
framr-4143	291	7	toyota	toyota	PROPN
framr-4143	291	8	has	have	AUX
framr-4143	291	9	minimized	minimize	VERB
framr-4143	291	10	production	production	NOUN
framr-4143	291	11	delays	delay	NOUN
framr-4143	291	12	through	through	ADP
framr-4143	291	13	real	real	ADJ
framr-4143	291	14	-	-	PUNCT
framr-4143	291	15	time	time	NOUN
framr-4143	291	16	working	working	NOUN
framr-4143	291	17	updates	update	NOUN
framr-4143	291	18	on	on	ADP
framr-4143	291	19	the	the	DET
framr-4143	291	20	quantity	quantity	NOUN
framr-4143	291	21	of	of	ADP
framr-4143	291	22	available	available	ADJ
framr-4143	291	23	parts	part	NOUN
framr-4143	291	24	and	and	CCONJ
framr-4143	291	25	delivery	delivery	NOUN
framr-4143	291	26	schedules	schedule	NOUN
framr-4143	291	27	(	(	PUNCT
framr-4143	291	28	langlois	langlois	PROPN
framr-4143	291	29	&	&	CCONJ
framr-4143	291	30	chauvel	chauvel	PROPN
framr-4143	291	31	,	,	PUNCT
framr-4143	291	32	2017	2017	NUM
framr-4143	291	33	)	)	PUNCT
framr-4143	291	34	.	.	PUNCT
framr-4143	292	1	bi	bi	ADJ
framr-4143	292	2	tools	tool	NOUN
framr-4143	292	3	like	like	ADP
framr-4143	292	4	tableau	tableau	PROPN
framr-4143	292	5	and	and	CCONJ
framr-4143	292	6	ms	ms	PROPN
framr-4143	292	7	power	power	NOUN
framr-4143	292	8	bi	bi	PROPN
framr-4143	292	9	offer	offer	NOUN
framr-4143	292	10	dashboard	dashboard	NOUN
framr-4143	292	11	features	feature	VERB
framr-4143	292	12	through	through	ADP
framr-4143	292	13	which	which	PRON
framr-4143	292	14	users	user	NOUN
framr-4143	292	15	and	and	CCONJ
framr-4143	292	16	their	their	PRON
framr-4143	292	17	teams	team	NOUN
framr-4143	292	18	can	can	AUX
framr-4143	292	19	grab	grab	VERB
framr-4143	292	20	information	information	NOUN
framr-4143	292	21	in	in	ADP
framr-4143	292	22	the	the	DET
framr-4143	292	23	form	form	NOUN
framr-4143	292	24	of	of	ADP
framr-4143	292	25	stories	story	NOUN
framr-4143	292	26	and	and	CCONJ
framr-4143	292	27	make	make	VERB
framr-4143	292	28	decisions	decision	NOUN
framr-4143	292	29	.	.	PUNCT
framr-4143	293	1	as	as	SCONJ
framr-4143	293	2	davenport	davenport	PROPN
framr-4143	293	3	and	and	CCONJ
framr-4143	293	4	harris	harris	PROPN
framr-4143	293	5	(	(	PUNCT
framr-4143	293	6	2017	2017	NUM
framr-4143	293	7	)	)	PUNCT
framr-4143	293	8	rightly	rightly	ADV
framr-4143	293	9	pointed	point	VERB
framr-4143	293	10	out	out	ADP
framr-4143	293	11	,	,	PUNCT
framr-4143	293	12	it	it	PRON
framr-4143	293	13	has	have	AUX
framr-4143	293	14	been	be	AUX
framr-4143	293	15	estimated	estimate	VERB
framr-4143	293	16	that	that	SCONJ
framr-4143	293	17	organizations	organization	NOUN
framr-4143	293	18	that	that	PRON
framr-4143	293	19	use	use	VERB
framr-4143	293	20	bi	bi	NOUN
framr-4143	293	21	for	for	ADP
framr-4143	293	22	communication	communication	NOUN
framr-4143	293	23	can	can	AUX
framr-4143	293	24	solve	solve	VERB
framr-4143	293	25	problems	problem	NOUN
framr-4143	293	26	40	40	NUM
framr-4143	293	27	%	%	NOUN
framr-4143	293	28	faster	fast	ADV
framr-4143	293	29	than	than	ADP
framr-4143	293	30	organizations	organization	NOUN
framr-4143	293	31	that	that	PRON
framr-4143	293	32	do	do	AUX
framr-4143	293	33	n’t	not	PART
framr-4143	293	34	use	use	VERB
framr-4143	293	35	business	business	NOUN
framr-4143	293	36	intelligence	intelligence	NOUN
framr-4143	293	37	for	for	ADP
framr-4143	293	38	communication	communication	NOUN
framr-4143	293	39	.	.	PUNCT
framr-4143	294	1	most	most	ADV
framr-4143	294	2	importantly	importantly	ADV
framr-4143	294	3	,	,	PUNCT
framr-4143	294	4	it	it	PRON
framr-4143	294	5	helps	helps	AUX
framr-4143	294	6	reveal	reveal	VERB
framr-4143	294	7	inter	inter	ADJ
framr-4143	294	8	-	-	ADJ
framr-4143	294	9	departmental	departmental	ADJ
framr-4143	294	10	dependencies	dependency	NOUN
framr-4143	294	11	and	and	CCONJ
framr-4143	294	12	improve	improve	VERB
framr-4143	294	13	collaboration	collaboration	NOUN
framr-4143	294	14	,	,	PUNCT
framr-4143	294	15	thus	thus	ADV
framr-4143	294	16	delivering	deliver	VERB
framr-4143	294	17	a	a	DET
framr-4143	294	18	flexible	flexible	ADJ
framr-4143	294	19	supply	supply	NOUN
framr-4143	294	20	chain	chain	NOUN
framr-4143	294	21	.	.	PUNCT
framr-4143	295	1	3.3.2	3.3.2	X
framr-4143	295	2	.	.	X
framr-4143	296	1	monitoring	monitor	VERB
framr-4143	296	2	expenses	expense	VERB
framr-4143	296	3	most	most	ADJ
framr-4143	296	4	functions	function	NOUN
framr-4143	296	5	of	of	ADP
framr-4143	296	6	scm	scm	PROPN
framr-4143	296	7	involve	involve	VERB
framr-4143	296	8	cost	cost	NOUN
framr-4143	296	9	control	control	NOUN
framr-4143	296	10	,	,	PUNCT
framr-4143	296	11	as	as	SCONJ
framr-4143	296	12	most	most	ADJ
framr-4143	296	13	expenses	expense	NOUN
framr-4143	296	14	will	will	AUX
framr-4143	296	15	influence	influence	VERB
framr-4143	296	16	the	the	DET
framr-4143	296	17	firm	firm	NOUN
framr-4143	296	18	's	's	PART
framr-4143	296	19	profit	profit	NOUN
framr-4143	296	20	.	.	PUNCT
framr-4143	297	1	business	business	NOUN
framr-4143	297	2	intelligence	intelligence	NOUN
framr-4143	297	3	offers	offer	VERB
framr-4143	297	4	features	feature	NOUN
framr-4143	297	5	to	to	PART
framr-4143	297	6	monitor	monitor	VERB
framr-4143	297	7	expenses	expense	NOUN
framr-4143	297	8	in	in	ADP
framr-4143	297	9	real	real	ADJ
framr-4143	297	10	time	time	NOUN
framr-4143	297	11	and	and	CCONJ
framr-4143	297	12	help	help	VERB
framr-4143	297	13	detect	detect	VERB
framr-4143	297	14	flaws	flaw	NOUN
framr-4143	297	15	,	,	PUNCT
framr-4143	297	16	avoiding	avoid	VERB
framr-4143	297	17	unnecessary	unnecessary	ADJ
framr-4143	297	18	expenditures	expenditure	NOUN
framr-4143	297	19	.	.	PUNCT
framr-4143	298	1	some	some	DET
framr-4143	298	2	areas	area	NOUN
framr-4143	298	3	where	where	SCONJ
framr-4143	298	4	an	an	DET
framr-4143	298	5	organization	organization	NOUN
framr-4143	298	6	can	can	AUX
framr-4143	298	7	implement	implement	VERB
framr-4143	298	8	it	it	PRON
framr-4143	298	9	are	be	AUX
framr-4143	298	10	transportation	transportation	NOUN
framr-4143	298	11	costs	cost	NOUN
framr-4143	298	12	,	,	PUNCT
framr-4143	298	13	procurement	procurement	NOUN
framr-4143	298	14	expenses	expense	NOUN
framr-4143	298	15	,	,	PUNCT
framr-4143	298	16	warehousing	warehousing	NOUN
framr-4143	298	17	fees	fee	NOUN
framr-4143	298	18	,	,	PUNCT
framr-4143	298	19	and	and	CCONJ
framr-4143	298	20	so	so	ADV
framr-4143	298	21	on	on	ADV
framr-4143	298	22	.	.	PUNCT
framr-4143	299	1	accenture	accenture	NOUN
framr-4143	299	2	(	(	PUNCT
framr-4143	299	3	2020a	2020a	NUM
framr-4143	299	4	)	)	PUNCT
framr-4143	299	5	report	report	NOUN
framr-4143	299	6	states	state	VERB
framr-4143	299	7	that	that	SCONJ
framr-4143	299	8	businesses	business	NOUN
framr-4143	299	9	that	that	PRON
framr-4143	299	10	conduct	conduct	VERB
framr-4143	299	11	bi	bi	NOUN
framr-4143	299	12	on	on	ADP
framr-4143	299	13	expenses	expense	NOUN
framr-4143	299	14	have	have	AUX
framr-4143	299	15	noted	note	VERB
framr-4143	299	16	cost	cost	NOUN
framr-4143	299	17	-	-	PUNCT
framr-4143	299	18	cutting	cutting	NOUN
framr-4143	299	19	of	of	ADP
framr-4143	299	20	up	up	ADP
framr-4143	299	21	to	to	PART
framr-4143	299	22	25	25	NUM
framr-4143	299	23	%	%	NOUN
framr-4143	299	24	.	.	PUNCT
framr-4143	300	1	for	for	ADP
framr-4143	300	2	example	example	NOUN
framr-4143	300	3	,	,	PUNCT
framr-4143	300	4	procter	procter	PROPN
framr-4143	300	5	&	&	CCONJ
framr-4143	300	6	gamble	gamble	PROPN
framr-4143	300	7	uses	use	VERB
framr-4143	300	8	bi	bi	NOUN
framr-4143	300	9	to	to	PART
framr-4143	300	10	manage	manage	VERB
framr-4143	300	11	spending	spending	NOUN
framr-4143	300	12	within	within	ADP
framr-4143	300	13	its	its	PRON
framr-4143	300	14	global	global	ADJ
framr-4143	300	15	supply	supply	NOUN
framr-4143	300	16	chain	chain	NOUN
framr-4143	300	17	operations	operation	NOUN
framr-4143	300	18	.	.	PUNCT
framr-4143	301	1	by	by	ADP
framr-4143	301	2	tracking	track	VERB
framr-4143	301	3	the	the	DET
framr-4143	301	4	costs	cost	NOUN
framr-4143	301	5	of	of	ADP
framr-4143	301	6	transport	transport	NOUN
framr-4143	301	7	and	and	CCONJ
framr-4143	301	8	logistics	logistic	NOUN
framr-4143	301	9	solutions	solution	NOUN
framr-4143	301	10	,	,	PUNCT
framr-4143	301	11	p&g	p&g	PROPN
framr-4143	301	12	saw	see	VERB
framr-4143	301	13	the	the	DET
framr-4143	301	14	options	option	NOUN
framr-4143	301	15	for	for	ADP
framr-4143	301	16	choosing	choose	VERB
framr-4143	301	17	optimal	optimal	ADJ
framr-4143	301	18	routes	route	NOUN
framr-4143	301	19	when	when	SCONJ
framr-4143	301	20	it	it	PRON
framr-4143	301	21	came	come	VERB
framr-4143	301	22	to	to	PART
framr-4143	301	23	fuel	fuel	NOUN
framr-4143	301	24	expenditure	expenditure	NOUN
framr-4143	301	25	that	that	PRON
framr-4143	301	26	was	be	AUX
framr-4143	301	27	closely	closely	ADV
framr-4143	301	28	trimmed	trim	VERB
framr-4143	301	29	down	down	ADP
framr-4143	301	30	(	(	PUNCT
framr-4143	301	31	accenture	accenture	NOUN
framr-4143	301	32	,	,	PUNCT
framr-4143	301	33	2020b	2020b	NUM
framr-4143	301	34	)	)	PUNCT
framr-4143	301	35	.	.	PUNCT
framr-4143	302	1	furthermore	furthermore	ADV
framr-4143	302	2	,	,	PUNCT
framr-4143	302	3	new	new	ADJ
framr-4143	302	4	bi	bi	ADJ
framr-4143	302	5	tools	tool	NOUN
framr-4143	302	6	like	like	ADP
framr-4143	302	7	sap	sap	PROPN
framr-4143	302	8	hana	hana	PROPN
framr-4143	302	9	enable	enable	VERB
framr-4143	302	10	the	the	DET
framr-4143	302	11	analysis	analysis	NOUN
framr-4143	302	12	of	of	ADP
framr-4143	302	13	operational	operational	ADJ
framr-4143	302	14	and	and	CCONJ
framr-4143	302	15	financial	financial	ADJ
framr-4143	302	16	costs	cost	NOUN
framr-4143	302	17	within	within	ADP
framr-4143	302	18	a	a	DET
framr-4143	302	19	single	single	ADJ
framr-4143	302	20	system	system	NOUN
framr-4143	302	21	.	.	PUNCT
framr-4143	303	1	they	they	PRON
framr-4143	303	2	also	also	ADV
framr-4143	303	3	help	help	VERB
framr-4143	303	4	improve	improve	VERB
framr-4143	303	5	the	the	DET
framr-4143	303	6	efficiency	efficiency	NOUN
framr-4143	303	7	of	of	ADP
framr-4143	303	8	budget	budget	NOUN
framr-4143	303	9	preparation	preparation	NOUN
framr-4143	303	10	,	,	PUNCT
framr-4143	303	11	leading	lead	VERB
framr-4143	303	12	to	to	ADP
framr-4143	303	13	better	well	ADJ
framr-4143	303	14	financial	financial	ADJ
framr-4143	303	15	control	control	NOUN
framr-4143	303	16	in	in	ADP
framr-4143	303	17	these	these	DET
framr-4143	303	18	firms	firm	NOUN
framr-4143	303	19	'	'	PART
framr-4143	303	20	supply	supply	NOUN
framr-4143	303	21	chain	chain	NOUN
framr-4143	303	22	operations	operation	NOUN
framr-4143	303	23	.	.	PUNCT
framr-4143	304	1	a	a	DET
framr-4143	304	2	study	study	NOUN
framr-4143	304	3	by	by	ADP
framr-4143	304	4	caserio	caserio	NOUN
framr-4143	304	5	and	and	CCONJ
framr-4143	304	6	trucco	trucco	PROPN
framr-4143	304	7	(	(	PUNCT
framr-4143	304	8	2018	2018	NUM
framr-4143	304	9	)	)	PUNCT
framr-4143	304	10	identifies	identify	VERB
framr-4143	304	11	that	that	SCONJ
framr-4143	304	12	organizations	organization	NOUN
framr-4143	304	13	employing	employ	VERB
framr-4143	304	14	bi	bi	NOUN
framr-4143	304	15	for	for	ADP
framr-4143	304	16	controlling	control	VERB
framr-4143	304	17	expenses	expense	NOUN
framr-4143	304	18	are	be	AUX
framr-4143	304	19	30	30	NUM
framr-4143	304	20	%	%	NOUN
framr-4143	304	21	more	more	ADV
framr-4143	304	22	likely	likely	ADJ
framr-4143	304	23	to	to	PART
framr-4143	304	24	meet	meet	VERB
framr-4143	304	25	their	their	PRON
framr-4143	304	26	cost	cost	NOUN
framr-4143	304	27	-	-	PUNCT
framr-4143	304	28	cutting	cut	VERB
framr-4143	304	29	objectives	objective	NOUN
framr-4143	304	30	than	than	ADP
framr-4143	304	31	the	the	DET
framr-4143	304	32	average	average	NOUN
framr-4143	304	33	.	.	PUNCT
framr-4143	305	1	financial	financial	ADJ
framr-4143	305	2	risk	risk	NOUN
framr-4143	305	3	and	and	CCONJ
framr-4143	305	4	management	management	NOUN
framr-4143	305	5	reviews	review	NOUN
framr-4143	305	6	,	,	PUNCT
framr-4143	305	7	2025	2025	NUM
framr-4143	305	8	,	,	PUNCT
framr-4143	305	9	11(1	11(1	NUM
framr-4143	305	10	):	):	PUNCT
framr-4143	305	11	72	72	NUM
framr-4143	305	12	-	-	SYM
framr-4143	305	13	102	102	NUM
framr-4143	305	14	83	83	NUM
framr-4143	305	15	©	©	PROPN
framr-4143	305	16	2025	2025	NUM
framr-4143	305	17	conscientia	conscientia	PROPN
framr-4143	305	18	beam	beam	PROPN
framr-4143	305	19	.	.	PUNCT
framr-4143	306	1	all	all	DET
framr-4143	306	2	rights	right	NOUN
framr-4143	306	3	reserved	reserve	VERB
framr-4143	306	4	.	.	PUNCT
framr-4143	307	1	3.3.3	3.3.3	X
framr-4143	307	2	.	.	PUNCT
framr-4143	307	3	inventory	inventory	NOUN
framr-4143	307	4	management	management	NOUN
framr-4143	307	5	inventory	inventory	NOUN
framr-4143	307	6	management	management	NOUN
framr-4143	307	7	is	be	AUX
framr-4143	307	8	one	one	NUM
framr-4143	307	9	of	of	ADP
framr-4143	307	10	the	the	DET
framr-4143	307	11	areas	area	NOUN
framr-4143	307	12	that	that	PRON
framr-4143	307	13	undergoes	undergo	VERB
framr-4143	307	14	a	a	DET
framr-4143	307	15	massive	massive	ADJ
framr-4143	307	16	transformation	transformation	NOUN
framr-4143	307	17	under	under	ADP
framr-4143	307	18	the	the	DET
framr-4143	307	19	influence	influence	NOUN
framr-4143	307	20	of	of	ADP
framr-4143	307	21	business	business	NOUN
framr-4143	307	22	intelligence	intelligence	NOUN
framr-4143	307	23	.	.	PUNCT
framr-4143	308	1	bi	bi	ADJ
framr-4143	308	2	tools	tool	NOUN
framr-4143	308	3	allow	allow	VERB
framr-4143	308	4	companies	company	NOUN
framr-4143	308	5	to	to	PART
framr-4143	308	6	monitor	monitor	VERB
framr-4143	308	7	and	and	CCONJ
framr-4143	308	8	track	track	VERB
framr-4143	308	9	their	their	PRON
framr-4143	308	10	inventory	inventory	NOUN
framr-4143	308	11	levels	level	NOUN
framr-4143	308	12	,	,	PUNCT
framr-4143	308	13	ensuring	ensure	VERB
framr-4143	308	14	they	they	PRON
framr-4143	308	15	get	get	VERB
framr-4143	308	16	the	the	DET
framr-4143	308	17	right	right	ADJ
framr-4143	308	18	stock	stock	NOUN
framr-4143	308	19	at	at	ADP
framr-4143	308	20	the	the	DET
framr-4143	308	21	right	right	ADJ
framr-4143	308	22	time	time	NOUN
framr-4143	308	23	and	and	CCONJ
framr-4143	308	24	avoid	avoid	VERB
framr-4143	308	25	overstocking	overstock	VERB
framr-4143	308	26	and	and	CCONJ
framr-4143	308	27	stock	stock	NOUN
framr-4143	308	28	shortages	shortage	NOUN
framr-4143	308	29	.	.	PUNCT
framr-4143	309	1	the	the	DET
framr-4143	309	2	right	right	ADJ
framr-4143	309	3	positioning	positioning	NOUN
framr-4143	309	4	of	of	ADP
framr-4143	309	5	stored	store	VERB
framr-4143	309	6	stock	stock	NOUN
framr-4143	309	7	must	must	AUX
framr-4143	309	8	be	be	AUX
framr-4143	309	9	done	do	VERB
framr-4143	309	10	efficiently	efficiently	ADV
framr-4143	309	11	to	to	PART
framr-4143	309	12	avoid	avoid	VERB
framr-4143	309	13	high	high	ADJ
framr-4143	309	14	holding	holding	NOUN
framr-4143	309	15	costs	cost	NOUN
framr-4143	309	16	while	while	SCONJ
framr-4143	309	17	ensuring	ensure	VERB
framr-4143	309	18	a	a	DET
framr-4143	309	19	constant	constant	ADJ
framr-4143	309	20	flow	flow	NOUN
framr-4143	309	21	of	of	ADP
framr-4143	309	22	goods	good	NOUN
framr-4143	309	23	.	.	PUNCT
framr-4143	310	1	as	as	SCONJ
framr-4143	310	2	noted	note	VERB
framr-4143	310	3	by	by	ADP
framr-4143	310	4	fawcett	fawcett	PROPN
framr-4143	310	5	,	,	PUNCT
framr-4143	310	6	magnan	magnan	NOUN
framr-4143	310	7	,	,	PUNCT
framr-4143	310	8	and	and	CCONJ
framr-4143	310	9	mccarter	mccarter	PROPN
framr-4143	310	10	(	(	PUNCT
framr-4143	310	11	2008	2008	NUM
framr-4143	310	12	)	)	PUNCT
framr-4143	310	13	organizations	organization	NOUN
framr-4143	310	14	that	that	PRON
framr-4143	310	15	have	have	AUX
framr-4143	310	16	adopted	adopt	VERB
framr-4143	310	17	bi	bi	NOUN
framr-4143	310	18	for	for	SCONJ
framr-4143	310	19	order	order	NOUN
framr-4143	310	20	management	management	NOUN
framr-4143	310	21	can	can	AUX
framr-4143	310	22	decrease	decrease	VERB
framr-4143	310	23	inventories	inventory	NOUN
framr-4143	310	24	by	by	ADP
framr-4143	310	25	as	as	ADV
framr-4143	310	26	much	much	ADJ
framr-4143	310	27	as	as	ADP
framr-4143	310	28	15–30	15–30	NUM
framr-4143	310	29	percent	percent	NOUN
framr-4143	310	30	and	and	CCONJ
framr-4143	310	31	increase	increase	VERB
framr-4143	310	32	order	order	NOUN
framr-4143	310	33	satisfaction	satisfaction	NOUN
framr-4143	310	34	by	by	ADP
framr-4143	310	35	up	up	ADP
framr-4143	310	36	to	to	PART
framr-4143	310	37	25	25	NUM
framr-4143	310	38	percent	percent	NOUN
framr-4143	310	39	.	.	PUNCT
framr-4143	311	1	for	for	ADP
framr-4143	311	2	instance	instance	NOUN
framr-4143	311	3	,	,	PUNCT
framr-4143	311	4	bi	bi	ADJ
framr-4143	311	5	and	and	CCONJ
framr-4143	311	6	predictive	predictive	ADJ
framr-4143	311	7	analyses	analysis	NOUN
framr-4143	311	8	help	help	VERB
framr-4143	311	9	the	the	DET
framr-4143	311	10	world	world	NOUN
framr-4143	311	11	’s	’s	PART
framr-4143	311	12	largest	large	ADJ
framr-4143	311	13	online	online	ADJ
framr-4143	311	14	retailer	retailer	NOUN
framr-4143	311	15	,	,	PUNCT
framr-4143	311	16	amazon	amazon	NOUN
framr-4143	311	17	,	,	PUNCT
framr-4143	311	18	track	track	NOUN
framr-4143	311	19	and	and	CCONJ
framr-4143	311	20	organize	organize	VERB
framr-4143	311	21	its	its	PRON
framr-4143	311	22	inventory	inventory	NOUN
framr-4143	311	23	.	.	PUNCT
framr-4143	312	1	to	to	PART
framr-4143	312	2	do	do	VERB
framr-4143	312	3	this	this	PRON
framr-4143	312	4	,	,	PUNCT
framr-4143	312	5	amazon	amazon	NOUN
framr-4143	312	6	organizes	organize	VERB
framr-4143	312	7	and	and	CCONJ
framr-4143	312	8	analyzes	analyze	VERB
framr-4143	312	9	customers	customer	NOUN
framr-4143	312	10	’	'	PUNCT
framr-4143	312	11	perceived	perceive	VERB
framr-4143	312	12	demand	demand	NOUN
framr-4143	312	13	and	and	CCONJ
framr-4143	312	14	other	other	ADJ
framr-4143	312	15	past	past	ADJ
framr-4143	312	16	data	datum	NOUN
framr-4143	312	17	to	to	PART
framr-4143	312	18	fashion	fashion	VERB
framr-4143	312	19	its	its	PRON
framr-4143	312	20	supply	supply	NOUN
framr-4143	312	21	so	so	SCONJ
framr-4143	312	22	that	that	SCONJ
framr-4143	312	23	there	there	PRON
framr-4143	312	24	will	will	AUX
framr-4143	312	25	be	be	AUX
framr-4143	312	26	no	no	DET
framr-4143	312	27	stock	stock	NOUN
framr-4143	312	28	-	-	PUNCT
framr-4143	312	29	out	out	ADP
framr-4143	312	30	situations	situation	NOUN
framr-4143	312	31	or	or	CCONJ
framr-4143	312	32	excessively	excessively	ADV
framr-4143	312	33	high	high	ADJ
framr-4143	312	34	inventories	inventory	NOUN
framr-4143	312	35	in	in	ADP
framr-4143	312	36	its	its	PRON
framr-4143	312	37	warehouses	warehouse	NOUN
framr-4143	312	38	.	.	PUNCT
framr-4143	313	1	qlikview	qlikview	NOUN
framr-4143	313	2	is	be	AUX
framr-4143	313	3	one	one	NUM
framr-4143	313	4	of	of	ADP
framr-4143	313	5	the	the	DET
framr-4143	313	6	bi	bi	ADJ
framr-4143	313	7	tools	tool	NOUN
framr-4143	313	8	that	that	PRON
framr-4143	313	9	helps	help	VERB
framr-4143	313	10	determine	determine	VERB
framr-4143	313	11	how	how	SCONJ
framr-4143	313	12	and	and	CCONJ
framr-4143	313	13	when	when	SCONJ
framr-4143	313	14	a	a	DET
framr-4143	313	15	particular	particular	ADJ
framr-4143	313	16	product	product	NOUN
framr-4143	313	17	's	's	PART
framr-4143	313	18	inventory	inventory	NOUN
framr-4143	313	19	is	be	AUX
framr-4143	313	20	sold	sell	VERB
framr-4143	313	21	,	,	PUNCT
framr-4143	313	22	which	which	DET
framr-4143	313	23	product	product	NOUN
framr-4143	313	24	is	be	AUX
framr-4143	313	25	selling	sell	VERB
framr-4143	313	26	very	very	ADV
framr-4143	313	27	fast	fast	ADV
framr-4143	313	28	,	,	PUNCT
framr-4143	313	29	or	or	CCONJ
framr-4143	313	30	which	which	PRON
framr-4143	313	31	is	be	AUX
framr-4143	313	32	actually	actually	ADV
framr-4143	313	33	stagnant	stagnant	ADJ
framr-4143	313	34	.	.	PUNCT
framr-4143	314	1	this	this	PRON
framr-4143	314	2	helps	help	VERB
framr-4143	314	3	supply	supply	VERB
framr-4143	314	4	chain	chain	NOUN
framr-4143	314	5	managers	manager	NOUN
framr-4143	314	6	decide	decide	VERB
framr-4143	314	7	when	when	SCONJ
framr-4143	314	8	to	to	PART
framr-4143	314	9	reorder	reorder	VERB
framr-4143	314	10	,	,	PUNCT
framr-4143	314	11	reduce	reduce	VERB
framr-4143	314	12	prices	price	NOUN
framr-4143	314	13	for	for	ADP
framr-4143	314	14	certain	certain	ADJ
framr-4143	314	15	products	product	NOUN
framr-4143	314	16	,	,	PUNCT
framr-4143	314	17	or	or	CCONJ
framr-4143	314	18	stop	stop	VERB
framr-4143	314	19	offering	offer	VERB
framr-4143	314	20	them	they	PRON
framr-4143	314	21	altogether	altogether	ADV
framr-4143	314	22	.	.	PUNCT
framr-4143	315	1	as	as	SCONJ
framr-4143	315	2	sherman	sherman	PROPN
framr-4143	315	3	(	(	PUNCT
framr-4143	315	4	2014	2014	NUM
framr-4143	315	5	)	)	PUNCT
framr-4143	315	6	stated	state	VERB
framr-4143	315	7	,	,	PUNCT
framr-4143	315	8	many	many	ADJ
framr-4143	315	9	firms	firm	NOUN
framr-4143	315	10	that	that	PRON
framr-4143	315	11	adopted	adopt	VERB
framr-4143	315	12	bi	bi	NOUN
framr-4143	315	13	for	for	ADP
framr-4143	315	14	inventory	inventory	NOUN
framr-4143	315	15	management	management	NOUN
framr-4143	315	16	decreased	decrease	VERB
framr-4143	315	17	their	their	PRON
framr-4143	315	18	holding	hold	VERB
framr-4143	315	19	costs	cost	NOUN
framr-4143	315	20	by	by	ADP
framr-4143	315	21	20	20	NUM
framr-4143	315	22	percent	percent	NOUN
framr-4143	315	23	,	,	PUNCT
framr-4143	315	24	enhancing	enhance	VERB
framr-4143	315	25	the	the	DET
framr-4143	315	26	business	business	NOUN
framr-4143	315	27	’s	’s	PART
framr-4143	315	28	viability	viability	NOUN
framr-4143	315	29	.	.	PUNCT
framr-4143	316	1	3.3.4	3.3.4	X
framr-4143	316	2	.	.	PUNCT
framr-4143	316	3	monitoring	monitor	VERB
framr-4143	316	4	organization	organization	NOUN
framr-4143	316	5	’s	’s	PART
framr-4143	316	6	key	key	ADJ
framr-4143	316	7	performance	performance	NOUN
framr-4143	316	8	indicators	indicator	NOUN
framr-4143	316	9	kpis	kpis	X
framr-4143	316	10	(	(	PUNCT
framr-4143	316	11	key	key	ADJ
framr-4143	316	12	performance	performance	NOUN
framr-4143	316	13	indicators	indicator	NOUN
framr-4143	316	14	)	)	PUNCT
framr-4143	316	15	are	be	AUX
framr-4143	316	16	imperative	imperative	ADJ
framr-4143	316	17	to	to	PART
framr-4143	316	18	track	track	VERB
framr-4143	316	19	performance	performance	NOUN
framr-4143	316	20	efficiency	efficiency	NOUN
framr-4143	316	21	in	in	ADP
framr-4143	316	22	supply	supply	NOUN
framr-4143	316	23	chain	chain	NOUN
framr-4143	316	24	management	management	NOUN
framr-4143	316	25	.	.	PUNCT
framr-4143	317	1	business	business	NOUN
framr-4143	317	2	intelligence	intelligence	NOUN
framr-4143	317	3	tools	tool	NOUN
framr-4143	317	4	keep	keep	VERB
framr-4143	317	5	all	all	DET
framr-4143	317	6	the	the	DET
framr-4143	317	7	kpi	kpi	ADJ
framr-4143	317	8	parameters	parameter	NOUN
framr-4143	317	9	in	in	ADP
framr-4143	317	10	a	a	DET
framr-4143	317	11	real	real	ADJ
framr-4143	317	12	-	-	PUNCT
framr-4143	317	13	time	time	NOUN
framr-4143	317	14	application	application	NOUN
framr-4143	317	15	,	,	PUNCT
framr-4143	317	16	allowing	allow	VERB
framr-4143	317	17	companies	company	NOUN
framr-4143	317	18	to	to	PART
framr-4143	317	19	monitor	monitor	VERB
framr-4143	317	20	performance	performance	NOUN
framr-4143	317	21	and	and	CCONJ
framr-4143	317	22	take	take	VERB
framr-4143	317	23	corrective	corrective	ADJ
framr-4143	317	24	action	action	NOUN
framr-4143	317	25	if	if	SCONJ
framr-4143	317	26	necessary	necessary	ADJ
framr-4143	317	27	.	.	PUNCT
framr-4143	318	1	typical	typical	ADJ
framr-4143	318	2	measures	measure	NOUN
framr-4143	318	3	for	for	ADP
framr-4143	318	4	evaluating	evaluate	VERB
framr-4143	318	5	scm	scm	PROPN
framr-4143	318	6	performance	performance	NOUN
framr-4143	318	7	include	include	VERB
framr-4143	318	8	order	order	NOUN
framr-4143	318	9	fulfillment	fulfillment	NOUN
framr-4143	318	10	percentage	percentage	NOUN
framr-4143	318	11	,	,	PUNCT
framr-4143	318	12	transportation	transportation	NOUN
framr-4143	318	13	expenses	expense	NOUN
framr-4143	318	14	,	,	PUNCT
framr-4143	318	15	time	time	NOUN
framr-4143	318	16	needed	need	VERB
framr-4143	318	17	to	to	PART
framr-4143	318	18	complete	complete	VERB
framr-4143	318	19	an	an	DET
framr-4143	318	20	order	order	NOUN
framr-4143	318	21	,	,	PUNCT
framr-4143	318	22	and	and	CCONJ
framr-4143	318	23	supplier	supplier	NOUN
framr-4143	318	24	quality	quality	NOUN
framr-4143	318	25	.	.	PUNCT
framr-4143	319	1	according	accord	VERB
framr-4143	319	2	to	to	ADP
framr-4143	319	3	a	a	DET
framr-4143	319	4	gartner	gartner	NOUN
framr-4143	319	5	(	(	PUNCT
framr-4143	319	6	2021b	2021b	NUM
framr-4143	319	7	)	)	PUNCT
framr-4143	319	8	companies	company	NOUN
framr-4143	319	9	that	that	PRON
framr-4143	319	10	used	use	VERB
framr-4143	319	11	bi	bi	NOUN
framr-4143	319	12	to	to	PART
framr-4143	319	13	monitor	monitor	VERB
framr-4143	319	14	supply	supply	NOUN
framr-4143	319	15	chain	chain	NOUN
framr-4143	319	16	kpis	kpis	PROPN
framr-4143	319	17	experienced	experience	VERB
framr-4143	319	18	a	a	DET
framr-4143	319	19	15	15	NUM
framr-4143	319	20	%	%	NOUN
framr-4143	319	21	enhancement	enhancement	NOUN
framr-4143	319	22	in	in	ADP
framr-4143	319	23	operational	operational	ADJ
framr-4143	319	24	efficiency	efficiency	NOUN
framr-4143	319	25	.	.	PUNCT
framr-4143	320	1	coca	coca	PROPN
framr-4143	320	2	-	-	PUNCT
framr-4143	320	3	cola	cola	PROPN
framr-4143	320	4	uses	use	VERB
framr-4143	320	5	bi	bi	NOUN
framr-4143	320	6	to	to	PART
framr-4143	320	7	manage	manage	VERB
framr-4143	320	8	its	its	PRON
framr-4143	320	9	key	key	ADJ
framr-4143	320	10	performance	performance	NOUN
framr-4143	320	11	indicators	indicator	NOUN
framr-4143	320	12	affecting	affect	VERB
framr-4143	320	13	its	its	PRON
framr-4143	320	14	supply	supply	NOUN
framr-4143	320	15	chain	chain	NOUN
framr-4143	320	16	operations	operation	NOUN
framr-4143	320	17	globally	globally	ADV
framr-4143	320	18	,	,	PUNCT
framr-4143	320	19	improving	improve	VERB
framr-4143	320	20	efficiency	efficiency	NOUN
framr-4143	320	21	,	,	PUNCT
framr-4143	320	22	delivery	delivery	NOUN
framr-4143	320	23	time	time	NOUN
framr-4143	320	24	,	,	PUNCT
framr-4143	320	25	and	and	CCONJ
framr-4143	320	26	customer	customer	NOUN
framr-4143	320	27	satisfaction	satisfaction	NOUN
framr-4143	320	28	.	.	PUNCT
framr-4143	321	1	this	this	PRON
framr-4143	321	2	has	have	AUX
framr-4143	321	3	helped	help	VERB
framr-4143	321	4	maintain	maintain	VERB
framr-4143	321	5	high	high	ADJ
framr-4143	321	6	service	service	NOUN
framr-4143	321	7	levels	level	NOUN
framr-4143	321	8	while	while	SCONJ
framr-4143	321	9	reducing	reduce	VERB
framr-4143	321	10	operating	operating	NOUN
framr-4143	321	11	expenses	expense	NOUN
framr-4143	321	12	(	(	PUNCT
framr-4143	321	13	gartner	gartner	NOUN
framr-4143	321	14	,	,	PUNCT
framr-4143	321	15	2021b	2021b	NUM
framr-4143	321	16	)	)	PUNCT
framr-4143	321	17	.	.	PUNCT
framr-4143	322	1	enterprise	enterprise	NOUN
framr-4143	322	2	bi	bi	NOUN
framr-4143	322	3	systems	system	NOUN
framr-4143	322	4	like	like	ADP
framr-4143	322	5	ibm	ibm	PROPN
framr-4143	322	6	cognos	cognos	PROPN
framr-4143	322	7	analytics	analytic	NOUN
framr-4143	322	8	enable	enable	VERB
framr-4143	322	9	firms	firm	NOUN
framr-4143	322	10	to	to	PART
framr-4143	322	11	define	define	VERB
framr-4143	322	12	personalized	personalized	ADJ
framr-4143	322	13	views	view	NOUN
framr-4143	322	14	of	of	ADP
framr-4143	322	15	kpis	kpis	NOUN
framr-4143	322	16	,	,	PUNCT
framr-4143	322	17	showing	show	VERB
framr-4143	322	18	them	they	PRON
framr-4143	322	19	in	in	ADP
framr-4143	322	20	real	real	ADJ
framr-4143	322	21	-	-	PUNCT
framr-4143	322	22	time	time	NOUN
framr-4143	322	23	on	on	ADP
framr-4143	322	24	specific	specific	ADJ
framr-4143	322	25	dashboards	dashboard	NOUN
framr-4143	322	26	.	.	PUNCT
framr-4143	323	1	these	these	DET
framr-4143	323	2	metrics	metric	NOUN
framr-4143	323	3	can	can	AUX
framr-4143	323	4	be	be	AUX
framr-4143	323	5	used	use	VERB
framr-4143	323	6	to	to	PART
framr-4143	323	7	determine	determine	VERB
framr-4143	323	8	critical	critical	ADJ
framr-4143	323	9	elements	element	NOUN
framr-4143	323	10	of	of	ADP
framr-4143	323	11	workflow	workflow	NOUN
framr-4143	323	12	,	,	PUNCT
framr-4143	323	13	such	such	ADJ
framr-4143	323	14	as	as	ADP
framr-4143	323	15	constraints	constraint	NOUN
framr-4143	323	16	,	,	PUNCT
framr-4143	323	17	problems	problem	NOUN
framr-4143	323	18	,	,	PUNCT
framr-4143	323	19	and	and	CCONJ
framr-4143	323	20	opportunities	opportunity	NOUN
framr-4143	323	21	for	for	ADP
framr-4143	323	22	improvement	improvement	NOUN
framr-4143	323	23	.	.	PUNCT
framr-4143	324	1	jafari	jafari	ADJ
framr-4143	324	2	,	,	PUNCT
framr-4143	324	3	zarei	zarei	PROPN
framr-4143	324	4	,	,	PUNCT
framr-4143	324	5	azar	azar	PROPN
framr-4143	324	6	,	,	PUNCT
framr-4143	324	7	and	and	CCONJ
framr-4143	324	8	moghaddam	moghaddam	NOUN
framr-4143	324	9	(	(	PUNCT
framr-4143	324	10	2023	2023	NUM
framr-4143	324	11	)	)	PUNCT
framr-4143	324	12	state	state	NOUN
framr-4143	324	13	that	that	SCONJ
framr-4143	324	14	enterprises	enterprise	NOUN
framr-4143	324	15	that	that	PRON
framr-4143	324	16	monitor	monitor	VERB
framr-4143	324	17	kpis	kpis	PROPN
framr-4143	324	18	with	with	ADP
framr-4143	324	19	the	the	DET
framr-4143	324	20	help	help	NOUN
framr-4143	324	21	of	of	ADP
framr-4143	324	22	bi	bi	NOUN
framr-4143	324	23	are	be	AUX
framr-4143	324	24	35	35	NUM
framr-4143	324	25	%	%	NOUN
framr-4143	324	26	more	more	ADV
framr-4143	324	27	likely	likely	ADJ
framr-4143	324	28	to	to	PART
framr-4143	324	29	reach	reach	VERB
framr-4143	324	30	their	their	PRON
framr-4143	324	31	performance	performance	NOUN
framr-4143	324	32	targets	target	NOUN
framr-4143	324	33	than	than	ADP
framr-4143	324	34	those	those	PRON
framr-4143	324	35	that	that	PRON
framr-4143	324	36	track	track	VERB
framr-4143	324	37	performance	performance	NOUN
framr-4143	324	38	metrics	metric	NOUN
framr-4143	324	39	using	use	VERB
framr-4143	324	40	traditional	traditional	ADJ
framr-4143	324	41	tools	tool	NOUN
framr-4143	324	42	.	.	PUNCT
framr-4143	325	1	3.3.5	3.3.5	X
framr-4143	325	2	.	.	NOUN
framr-4143	325	3	optimized	optimize	VERB
framr-4143	325	4	visualization	visualization	NOUN
framr-4143	325	5	the	the	DET
framr-4143	325	6	use	use	NOUN
framr-4143	325	7	of	of	ADP
framr-4143	325	8	business	business	NOUN
framr-4143	325	9	intelligence	intelligence	NOUN
framr-4143	325	10	tools	tool	NOUN
framr-4143	325	11	has	have	AUX
framr-4143	325	12	been	be	AUX
framr-4143	325	13	found	find	VERB
framr-4143	325	14	to	to	PART
framr-4143	325	15	enhance	enhance	VERB
framr-4143	325	16	the	the	DET
framr-4143	325	17	optimal	optimal	ADJ
framr-4143	325	18	presentation	presentation	NOUN
framr-4143	325	19	of	of	ADP
framr-4143	325	20	big	big	ADJ
framr-4143	325	21	data	datum	NOUN
framr-4143	325	22	.	.	PUNCT
framr-4143	326	1	different	different	ADJ
framr-4143	326	2	visualization	visualization	NOUN
framr-4143	326	3	tools	tool	NOUN
framr-4143	326	4	help	help	VERB
framr-4143	326	5	supply	supply	VERB
framr-4143	326	6	chain	chain	NOUN
framr-4143	326	7	managers	manager	NOUN
framr-4143	326	8	make	make	VERB
framr-4143	326	9	sense	sense	NOUN
framr-4143	326	10	of	of	ADP
framr-4143	326	11	large	large	ADJ
framr-4143	326	12	datasets	dataset	NOUN
framr-4143	326	13	,	,	PUNCT
framr-4143	326	14	which	which	PRON
framr-4143	326	15	can	can	AUX
framr-4143	326	16	be	be	AUX
framr-4143	326	17	helpful	helpful	ADJ
framr-4143	326	18	when	when	SCONJ
framr-4143	326	19	making	make	VERB
framr-4143	326	20	different	different	ADJ
framr-4143	326	21	decisions	decision	NOUN
framr-4143	326	22	.	.	PUNCT
framr-4143	327	1	data	datum	NOUN
framr-4143	327	2	visualization	visualization	NOUN
framr-4143	327	3	makes	make	VERB
framr-4143	327	4	it	it	PRON
framr-4143	327	5	easier	easy	ADJ
framr-4143	327	6	for	for	SCONJ
framr-4143	327	7	businesses	business	NOUN
framr-4143	327	8	to	to	PART
framr-4143	327	9	identify	identify	VERB
framr-4143	327	10	complex	complex	ADJ
framr-4143	327	11	patterns	pattern	NOUN
framr-4143	327	12	that	that	PRON
framr-4143	327	13	may	may	AUX
framr-4143	327	14	not	not	PART
framr-4143	327	15	easily	easily	ADV
framr-4143	327	16	be	be	AUX
framr-4143	327	17	seen	see	VERB
framr-4143	327	18	through	through	ADP
framr-4143	327	19	simple	simple	ADJ
framr-4143	327	20	numbers	number	NOUN
framr-4143	327	21	and	and	CCONJ
framr-4143	327	22	figures	figure	NOUN
framr-4143	327	23	.	.	PUNCT
framr-4143	328	1	figure	figure	VERB
framr-4143	328	2	4	4	NUM
framr-4143	328	3	.	.	PUNCT
framr-4143	328	4	business	business	NOUN
framr-4143	328	5	intelligence	intelligence	NOUN
framr-4143	328	6	tools	tool	NOUN
framr-4143	328	7	enhance	enhance	VERB
framr-4143	328	8	supply	supply	NOUN
framr-4143	328	9	chain	chain	NOUN
framr-4143	328	10	decision	decision	NOUN
framr-4143	328	11	making	make	VERB
framr-4143	328	12	with	with	ADP
framr-4143	328	13	data	datum	NOUN
framr-4143	328	14	.	.	PUNCT
framr-4143	329	1	financial	financial	ADJ
framr-4143	329	2	risk	risk	NOUN
framr-4143	329	3	and	and	CCONJ
framr-4143	329	4	management	management	NOUN
framr-4143	329	5	reviews	review	NOUN
framr-4143	329	6	,	,	PUNCT
framr-4143	329	7	2025	2025	NUM
framr-4143	329	8	,	,	PUNCT
framr-4143	329	9	11(1	11(1	NUM
framr-4143	329	10	):	):	PUNCT
framr-4143	329	11	72	72	NUM
framr-4143	329	12	-	-	SYM
framr-4143	329	13	102	102	NUM
framr-4143	329	14	84	84	NUM
framr-4143	329	15	©	©	ADP
framr-4143	329	16	2025	2025	NUM
framr-4143	329	17	conscientia	conscientia	PROPN
framr-4143	329	18	beam	beam	PROPN
framr-4143	329	19	.	.	PUNCT
framr-4143	330	1	all	all	DET
framr-4143	330	2	rights	right	NOUN
framr-4143	330	3	reserved	reserve	VERB
framr-4143	330	4	.	.	PUNCT
framr-4143	331	1	the	the	DET
framr-4143	331	2	figure	figure	NOUN
framr-4143	331	3	4	4	NUM
framr-4143	331	4	shows	show	VERB
framr-4143	331	5	how	how	SCONJ
framr-4143	331	6	business	business	NOUN
framr-4143	331	7	intelligence	intelligence	NOUN
framr-4143	331	8	tools	tool	NOUN
framr-4143	331	9	such	such	ADJ
framr-4143	331	10	as	as	ADP
framr-4143	331	11	power	power	NOUN
framr-4143	331	12	bi	bi	NOUN
framr-4143	331	13	and	and	CCONJ
framr-4143	331	14	tableau	tableau	PROPN
framr-4143	331	15	,	,	PUNCT
framr-4143	331	16	in	in	ADP
framr-4143	331	17	aspects	aspect	NOUN
framr-4143	331	18	such	such	ADJ
framr-4143	331	19	as	as	ADP
framr-4143	331	20	supplier	supplier	NOUN
framr-4143	331	21	performance	performance	NOUN
framr-4143	331	22	data	datum	NOUN
framr-4143	331	23	,	,	PUNCT
framr-4143	331	24	transport	transport	NOUN
framr-4143	331	25	costs	cost	NOUN
framr-4143	331	26	,	,	PUNCT
framr-4143	331	27	and	and	CCONJ
framr-4143	331	28	customer	customer	NOUN
framr-4143	331	29	demand	demand	NOUN
framr-4143	331	30	data	datum	NOUN
framr-4143	331	31	,	,	PUNCT
framr-4143	331	32	are	be	AUX
framr-4143	331	33	helpful	helpful	ADJ
framr-4143	331	34	in	in	ADP
framr-4143	331	35	decision	decision	NOUN
framr-4143	331	36	-	-	PUNCT
framr-4143	331	37	making	making	NOUN
framr-4143	331	38	,	,	PUNCT
framr-4143	331	39	accurate	accurate	ADJ
framr-4143	331	40	,	,	PUNCT
framr-4143	331	41	and	and	CCONJ
framr-4143	331	42	costeffective	costeffective	ADJ
framr-4143	331	43	in	in	ADP
framr-4143	331	44	supply	supply	NOUN
framr-4143	331	45	chain	chain	NOUN
framr-4143	331	46	management	management	NOUN
framr-4143	331	47	using	use	VERB
framr-4143	331	48	data	datum	NOUN
framr-4143	331	49	visualization	visualization	NOUN
framr-4143	331	50	.	.	PUNCT
framr-4143	332	1	a	a	DET
framr-4143	332	2	study	study	NOUN
framr-4143	332	3	by	by	ADP
framr-4143	332	4	khakpour	khakpour	PROPN
framr-4143	332	5	,	,	PUNCT
framr-4143	332	6	colomo	colomo	NOUN
framr-4143	332	7	-	-	PUNCT
framr-4143	332	8	palacios	palacio	NOUN
framr-4143	332	9	,	,	PUNCT
framr-4143	332	10	and	and	CCONJ
framr-4143	332	11	martini	martini	NOUN
framr-4143	332	12	(	(	PUNCT
framr-4143	332	13	2021	2021	NUM
framr-4143	332	14	)	)	PUNCT
framr-4143	332	15	identified	identify	VERB
framr-4143	332	16	that	that	SCONJ
framr-4143	332	17	data	data	NOUN
framr-4143	332	18	visualization	visualization	NOUN
framr-4143	332	19	tools	tool	NOUN
framr-4143	332	20	enhanced	enhance	VERB
framr-4143	332	21	decision	decision	NOUN
framr-4143	332	22	-	-	PUNCT
framr-4143	332	23	making	making	NOUN
framr-4143	332	24	by	by	ADP
framr-4143	332	25	approximately	approximately	ADV
framr-4143	332	26	28	28	NUM
framr-4143	332	27	%	%	NOUN
framr-4143	332	28	in	in	ADP
framr-4143	332	29	supply	supply	NOUN
framr-4143	332	30	chain	chain	NOUN
framr-4143	332	31	management	management	NOUN
framr-4143	332	32	.	.	PUNCT
framr-4143	333	1	current	current	ADJ
framr-4143	333	2	data	datum	NOUN
framr-4143	333	3	used	use	VERB
framr-4143	333	4	by	by	ADP
framr-4143	333	5	unilever	unilever	PROPN
framr-4143	333	6	includes	include	VERB
framr-4143	333	7	supplier	supplier	NOUN
framr-4143	333	8	performance	performance	NOUN
framr-4143	333	9	,	,	PUNCT
framr-4143	333	10	transportation	transportation	NOUN
framr-4143	333	11	costs	cost	NOUN
framr-4143	333	12	,	,	PUNCT
framr-4143	333	13	and	and	CCONJ
framr-4143	333	14	customer	customer	NOUN
framr-4143	333	15	demand	demand	NOUN
framr-4143	333	16	,	,	PUNCT
framr-4143	333	17	which	which	PRON
framr-4143	333	18	are	be	AUX
framr-4143	333	19	analyzed	analyze	VERB
framr-4143	333	20	by	by	ADP
framr-4143	333	21	business	business	NOUN
framr-4143	333	22	intelligence	intelligence	NOUN
framr-4143	333	23	visualization	visualization	NOUN
framr-4143	333	24	tools	tool	NOUN
framr-4143	333	25	.	.	PUNCT
framr-4143	334	1	through	through	ADP
framr-4143	334	2	visualizations	visualization	NOUN
framr-4143	334	3	of	of	ADP
framr-4143	334	4	this	this	DET
framr-4143	334	5	data	datum	NOUN
framr-4143	334	6	in	in	ADP
framr-4143	334	7	various	various	ADJ
framr-4143	334	8	dashboards	dashboard	NOUN
framr-4143	334	9	,	,	PUNCT
framr-4143	334	10	unilever	unilever	PROPN
framr-4143	334	11	's	's	PART
framr-4143	334	12	supply	supply	NOUN
framr-4143	334	13	chain	chain	NOUN
framr-4143	334	14	managers	manager	NOUN
framr-4143	334	15	can	can	AUX
framr-4143	334	16	make	make	VERB
framr-4143	334	17	beneficial	beneficial	ADJ
framr-4143	334	18	decisions	decision	NOUN
framr-4143	334	19	,	,	PUNCT
framr-4143	334	20	such	such	ADJ
framr-4143	334	21	as	as	ADP
framr-4143	334	22	minimizing	minimize	VERB
framr-4143	334	23	costs	cost	NOUN
framr-4143	334	24	(	(	PUNCT
framr-4143	334	25	khakpour	khakpour	NOUN
framr-4143	334	26	et	et	PROPN
framr-4143	334	27	al	al	PROPN
framr-4143	334	28	.	.	PROPN
framr-4143	334	29	,	,	PUNCT
framr-4143	334	30	2021	2021	NUM
framr-4143	334	31	)	)	PUNCT
framr-4143	334	32	.	.	PUNCT
framr-4143	335	1	tools	tool	NOUN
framr-4143	335	2	like	like	ADP
framr-4143	335	3	tableau	tableau	PROPN
framr-4143	335	4	and	and	CCONJ
framr-4143	335	5	power	power	NOUN
framr-4143	335	6	bi	bi	PROPN
framr-4143	335	7	offer	offer	VERB
framr-4143	335	8	powerful	powerful	ADJ
framr-4143	335	9	visualization	visualization	NOUN
framr-4143	335	10	capabilities	capability	NOUN
framr-4143	335	11	,	,	PUNCT
framr-4143	335	12	allowing	allow	VERB
framr-4143	335	13	users	user	NOUN
framr-4143	335	14	to	to	PART
framr-4143	335	15	create	create	VERB
framr-4143	335	16	customized	customized	ADJ
framr-4143	335	17	reports	report	NOUN
framr-4143	335	18	and	and	CCONJ
framr-4143	335	19	dashboards	dashboard	NOUN
framr-4143	335	20	that	that	PRON
framr-4143	335	21	cater	cater	VERB
framr-4143	335	22	to	to	ADP
framr-4143	335	23	their	their	PRON
framr-4143	335	24	specific	specific	ADJ
framr-4143	335	25	needs	need	NOUN
framr-4143	335	26	.	.	PUNCT
framr-4143	336	1	these	these	DET
framr-4143	336	2	visualizations	visualization	NOUN
framr-4143	336	3	can	can	AUX
framr-4143	336	4	be	be	AUX
framr-4143	336	5	shared	share	VERB
framr-4143	336	6	across	across	ADP
framr-4143	336	7	the	the	DET
framr-4143	336	8	organization	organization	NOUN
framr-4143	336	9	,	,	PUNCT
framr-4143	336	10	ensuring	ensure	VERB
framr-4143	336	11	that	that	SCONJ
framr-4143	336	12	all	all	DET
framr-4143	336	13	stakeholders	stakeholder	NOUN
framr-4143	336	14	have	have	VERB
framr-4143	336	15	access	access	NOUN
framr-4143	336	16	to	to	ADP
framr-4143	336	17	the	the	DET
framr-4143	336	18	same	same	ADJ
framr-4143	336	19	data	datum	NOUN
framr-4143	336	20	and	and	CCONJ
framr-4143	336	21	insights	insight	NOUN
framr-4143	336	22	.	.	PUNCT
framr-4143	337	1	according	accord	VERB
framr-4143	337	2	to	to	ADP
framr-4143	337	3	kirtane	kirtane	PROPN
framr-4143	337	4	et	et	PROPN
framr-4143	337	5	al	al	PROPN
framr-4143	337	6	.	.	PROPN
framr-4143	338	1	(	(	PUNCT
framr-4143	338	2	2024	2024	NUM
framr-4143	338	3	)	)	PUNCT
framr-4143	338	4	companies	company	NOUN
framr-4143	338	5	that	that	PRON
framr-4143	338	6	use	use	VERB
framr-4143	338	7	bi	bi	NOUN
framr-4143	338	8	for	for	ADP
framr-4143	338	9	data	datum	NOUN
framr-4143	338	10	visualization	visualization	NOUN
framr-4143	338	11	see	see	VERB
framr-4143	338	12	a	a	DET
framr-4143	338	13	20	20	NUM
framr-4143	338	14	%	%	NOUN
framr-4143	338	15	improvement	improvement	NOUN
framr-4143	338	16	in	in	ADP
framr-4143	338	17	decision	decision	NOUN
framr-4143	338	18	-	-	PUNCT
framr-4143	338	19	making	make	VERB
framr-4143	338	20	accuracy	accuracy	NOUN
framr-4143	338	21	,	,	PUNCT
framr-4143	338	22	as	as	SCONJ
framr-4143	338	23	visual	visual	ADJ
framr-4143	338	24	insights	insight	NOUN
framr-4143	338	25	enable	enable	VERB
framr-4143	338	26	better	well	ADJ
framr-4143	338	27	interpretation	interpretation	NOUN
framr-4143	338	28	of	of	ADP
framr-4143	338	29	complex	complex	ADJ
framr-4143	338	30	data	datum	NOUN
framr-4143	338	31	.	.	PUNCT
framr-4143	339	1	3.4	3.4	NUM
framr-4143	339	2	.	.	PUNCT
framr-4143	339	3	data	datum	NOUN
framr-4143	339	4	science	science	NOUN
framr-4143	339	5	in	in	ADP
framr-4143	339	6	supply	supply	NOUN
framr-4143	339	7	chain	chain	NOUN
framr-4143	339	8	management	management	NOUN
framr-4143	339	9	in	in	ADP
framr-4143	339	10	recent	recent	ADJ
framr-4143	339	11	years	year	NOUN
framr-4143	339	12	,	,	PUNCT
framr-4143	339	13	data	datum	NOUN
framr-4143	339	14	science	science	NOUN
framr-4143	339	15	has	have	AUX
framr-4143	339	16	emerged	emerge	VERB
framr-4143	339	17	as	as	ADP
framr-4143	339	18	a	a	DET
framr-4143	339	19	critical	critical	ADJ
framr-4143	339	20	insight	insight	NOUN
framr-4143	339	21	for	for	ADP
framr-4143	339	22	supply	supply	NOUN
framr-4143	339	23	chain	chain	NOUN
framr-4143	339	24	management	management	NOUN
framr-4143	339	25	(	(	PUNCT
framr-4143	339	26	scm	scm	PROPN
framr-4143	339	27	)	)	PUNCT
framr-4143	339	28	.	.	PUNCT
framr-4143	340	1	through	through	ADP
framr-4143	340	2	better	well	ADJ
framr-4143	340	3	data	datum	NOUN
framr-4143	340	4	use	use	NOUN
framr-4143	340	5	,	,	PUNCT
framr-4143	340	6	managers	manager	NOUN
framr-4143	340	7	can	can	AUX
framr-4143	340	8	forecast	forecast	VERB
framr-4143	340	9	demand	demand	NOUN
framr-4143	340	10	,	,	PUNCT
framr-4143	340	11	optimize	optimize	NOUN
framr-4143	340	12	carrier	carrier	NOUN
framr-4143	340	13	selection	selection	NOUN
framr-4143	340	14	and	and	CCONJ
framr-4143	340	15	inventory	inventory	NOUN
framr-4143	340	16	management	management	NOUN
framr-4143	340	17	,	,	PUNCT
framr-4143	340	18	evaluate	evaluate	VERB
framr-4143	340	19	risks	risk	NOUN
framr-4143	340	20	,	,	PUNCT
framr-4143	340	21	and	and	CCONJ
framr-4143	340	22	improve	improve	VERB
framr-4143	340	23	supply	supply	NOUN
framr-4143	340	24	vendor	vendor	NOUN
framr-4143	340	25	management	management	NOUN
framr-4143	340	26	.	.	PUNCT
framr-4143	341	1	intelligent	intelligent	ADJ
framr-4143	341	2	techniques	technique	NOUN
framr-4143	341	3	help	help	VERB
framr-4143	341	4	to	to	PART
framr-4143	341	5	improve	improve	VERB
framr-4143	341	6	supply	supply	NOUN
framr-4143	341	7	chain	chain	NOUN
framr-4143	341	8	responsiveness	responsiveness	NOUN
framr-4143	341	9	,	,	PUNCT
framr-4143	341	10	effectiveness	effectiveness	NOUN
framr-4143	341	11	,	,	PUNCT
framr-4143	341	12	and	and	CCONJ
framr-4143	341	13	ability	ability	NOUN
framr-4143	341	14	to	to	PART
framr-4143	341	15	recover	recover	VERB
framr-4143	341	16	from	from	ADP
framr-4143	341	17	disruption	disruption	NOUN
framr-4143	341	18	.	.	PUNCT
framr-4143	342	1	this	this	DET
framr-4143	342	2	section	section	NOUN
framr-4143	342	3	overviews	overview	VERB
framr-4143	342	4	the	the	DET
framr-4143	342	5	transformations	transformation	NOUN
framr-4143	342	6	introduced	introduce	VERB
framr-4143	342	7	by	by	ADP
framr-4143	342	8	data	datum	NOUN
framr-4143	342	9	science	science	NOUN
framr-4143	342	10	into	into	ADP
framr-4143	342	11	each	each	PRON
framr-4143	342	12	of	of	ADP
framr-4143	342	13	these	these	DET
framr-4143	342	14	areas	area	NOUN
framr-4143	342	15	and	and	CCONJ
framr-4143	342	16	provides	provide	VERB
framr-4143	342	17	case	case	NOUN
framr-4143	342	18	evidence	evidence	NOUN
framr-4143	342	19	and	and	CCONJ
framr-4143	342	20	statistical	statistical	ADJ
framr-4143	342	21	data	datum	NOUN
framr-4143	342	22	.	.	PUNCT
framr-4143	343	1	3.4.1	3.4.1	X
framr-4143	343	2	.	.	X
framr-4143	343	3	demand	demand	NOUN
framr-4143	343	4	prediction	prediction	NOUN
framr-4143	343	5	one	one	NUM
framr-4143	343	6	key	key	ADJ
framr-4143	343	7	idea	idea	NOUN
framr-4143	343	8	is	be	AUX
framr-4143	343	9	demanding	demand	VERB
framr-4143	343	10	prediction	prediction	NOUN
framr-4143	343	11	to	to	PART
framr-4143	343	12	achieve	achieve	VERB
framr-4143	343	13	supply	supply	NOUN
framr-4143	343	14	chain	chain	NOUN
framr-4143	343	15	responsiveness	responsiveness	NOUN
framr-4143	343	16	and	and	CCONJ
framr-4143	343	17	flexibility	flexibility	NOUN
framr-4143	343	18	in	in	ADP
framr-4143	343	19	operations	operation	NOUN
framr-4143	343	20	.	.	PUNCT
framr-4143	344	1	historically	historically	ADV
framr-4143	344	2	,	,	PUNCT
framr-4143	344	3	forecasting	forecast	VERB
framr-4143	344	4	consumer	consumer	NOUN
framr-4143	344	5	behavior	behavior	NOUN
framr-4143	344	6	and	and	CCONJ
framr-4143	344	7	market	market	NOUN
framr-4143	344	8	trends	trend	NOUN
framr-4143	344	9	was	be	AUX
framr-4143	344	10	highly	highly	ADV
framr-4143	344	11	basic	basic	ADJ
framr-4143	344	12	,	,	PUNCT
framr-4143	344	13	using	use	VERB
framr-4143	344	14	statistical	statistical	ADJ
framr-4143	344	15	models	model	NOUN
framr-4143	344	16	to	to	PART
framr-4143	344	17	identify	identify	VERB
framr-4143	344	18	future	future	ADJ
framr-4143	344	19	trends	trend	NOUN
framr-4143	344	20	based	base	VERB
framr-4143	344	21	on	on	ADP
framr-4143	344	22	past	past	ADJ
framr-4143	344	23	data	datum	NOUN
framr-4143	344	24	.	.	PUNCT
framr-4143	345	1	recent	recent	ADJ
framr-4143	345	2	advancements	advancement	NOUN
framr-4143	345	3	in	in	ADP
framr-4143	345	4	big	big	ADJ
framr-4143	345	5	data	datum	NOUN
framr-4143	345	6	analysis	analysis	NOUN
framr-4143	345	7	,	,	PUNCT
framr-4143	345	8	including	include	VERB
framr-4143	345	9	the	the	DET
framr-4143	345	10	utilization	utilization	NOUN
framr-4143	345	11	of	of	ADP
framr-4143	345	12	machine	machine	NOUN
framr-4143	345	13	learning	learning	NOUN
framr-4143	345	14	(	(	PUNCT
framr-4143	345	15	ml	ml	NOUN
framr-4143	345	16	)	)	PUNCT
framr-4143	345	17	,	,	PUNCT
framr-4143	345	18	have	have	AUX
framr-4143	345	19	helped	help	VERB
framr-4143	345	20	optimize	optimize	VERB
framr-4143	345	21	demand	demand	NOUN
framr-4143	345	22	forecasting	forecasting	NOUN
framr-4143	345	23	by	by	ADP
framr-4143	345	24	processing	process	VERB
framr-4143	345	25	large	large	ADJ
framr-4143	345	26	datasets	dataset	NOUN
framr-4143	345	27	in	in	ADP
framr-4143	345	28	real	real	ADJ
framr-4143	345	29	time	time	NOUN
framr-4143	345	30	.	.	PUNCT
framr-4143	346	1	as	as	SCONJ
framr-4143	346	2	reported	report	VERB
framr-4143	346	3	by	by	ADP
framr-4143	346	4	feizabadi	feizabadi	NOUN
framr-4143	346	5	(	(	PUNCT
framr-4143	346	6	2022	2022	NUM
framr-4143	346	7	)	)	PUNCT
framr-4143	346	8	the	the	DET
framr-4143	346	9	application	application	NOUN
framr-4143	346	10	of	of	ADP
framr-4143	346	11	machine	machine	NOUN
framr-4143	346	12	learning	learning	NOUN
framr-4143	346	13	models	model	NOUN
framr-4143	346	14	in	in	ADP
framr-4143	346	15	demand	demand	NOUN
framr-4143	346	16	forecasting	forecasting	NOUN
framr-4143	346	17	increased	increase	VERB
framr-4143	346	18	predictive	predictive	ADJ
framr-4143	346	19	accuracy	accuracy	NOUN
framr-4143	346	20	by	by	ADP
framr-4143	346	21	20–30	20–30	NUM
framr-4143	346	22	percent	percent	NOUN
framr-4143	346	23	in	in	ADP
framr-4143	346	24	the	the	DET
framr-4143	346	25	retail	retail	ADJ
framr-4143	346	26	industry	industry	NOUN
framr-4143	346	27	.	.	PUNCT
framr-4143	347	1	these	these	DET
framr-4143	347	2	models	model	NOUN
framr-4143	347	3	consider	consider	VERB
framr-4143	347	4	temporal	temporal	ADJ
framr-4143	347	5	and	and	CCONJ
framr-4143	347	6	spatial	spatial	ADJ
framr-4143	347	7	characteristics	characteristic	NOUN
framr-4143	347	8	,	,	PUNCT
framr-4143	347	9	leading	lead	VERB
framr-4143	347	10	customer	customer	NOUN
framr-4143	347	11	behaviors	behavior	NOUN
framr-4143	347	12	,	,	PUNCT
framr-4143	347	13	and	and	CCONJ
framr-4143	347	14	systematic	systematic	ADJ
framr-4143	347	15	events	event	NOUN
framr-4143	347	16	(	(	PUNCT
framr-4143	347	17	e.g.	e.g.	ADV
framr-4143	347	18	,	,	PUNCT
framr-4143	347	19	economic	economic	ADJ
framr-4143	347	20	fluctuations	fluctuation	NOUN
framr-4143	347	21	or	or	CCONJ
framr-4143	347	22	sudden	sudden	ADJ
framr-4143	347	23	epidemics	epidemic	NOUN
framr-4143	347	24	)	)	PUNCT
framr-4143	347	25	.	.	PUNCT
framr-4143	348	1	amazon	amazon	PROPN
framr-4143	348	2	,	,	PUNCT
framr-4143	348	3	for	for	ADP
framr-4143	348	4	example	example	NOUN
framr-4143	348	5	,	,	PUNCT
framr-4143	348	6	leverages	leverage	NOUN
framr-4143	348	7	ml	ml	NOUN
framr-4143	348	8	to	to	PART
framr-4143	348	9	predict	predict	VERB
framr-4143	348	10	demand	demand	NOUN
framr-4143	348	11	to	to	PART
framr-4143	348	12	restock	restock	VERB
framr-4143	348	13	goods	good	NOUN
framr-4143	348	14	in	in	ADP
framr-4143	348	15	the	the	DET
framr-4143	348	16	right	right	ADJ
framr-4143	348	17	place	place	NOUN
framr-4143	348	18	and	and	CCONJ
framr-4143	348	19	at	at	ADP
framr-4143	348	20	the	the	DET
framr-4143	348	21	right	right	ADJ
framr-4143	348	22	time	time	NOUN
framr-4143	348	23	(	(	PUNCT
framr-4143	348	24	feizabadi	feizabadi	ADJ
framr-4143	348	25	,	,	PUNCT
framr-4143	348	26	2022	2022	NUM
framr-4143	348	27	)	)	PUNCT
framr-4143	348	28	.	.	PUNCT
framr-4143	349	1	moreover	moreover	ADV
framr-4143	349	2	,	,	PUNCT
framr-4143	349	3	organizations	organization	NOUN
framr-4143	349	4	,	,	PUNCT
framr-4143	349	5	including	include	VERB
framr-4143	349	6	pepsico	pepsico	PROPN
framr-4143	349	7	,	,	PUNCT
framr-4143	349	8	leverage	leverage	NOUN
framr-4143	349	9	data	datum	NOUN
framr-4143	349	10	science	science	NOUN
framr-4143	349	11	to	to	PART
framr-4143	349	12	forecast	forecast	VERB
framr-4143	349	13	high	high	ADJ
framr-4143	349	14	sales	sale	NOUN
framr-4143	349	15	periods	period	NOUN
framr-4143	349	16	during	during	ADP
framr-4143	349	17	holidays	holiday	NOUN
framr-4143	349	18	or	or	CCONJ
framr-4143	349	19	events	event	NOUN
framr-4143	349	20	.	.	PUNCT
framr-4143	350	1	pepsico	pepsico	PROPN
framr-4143	350	2	's	's	PART
framr-4143	350	3	application	application	NOUN
framr-4143	350	4	of	of	ADP
framr-4143	350	5	big	big	ADJ
framr-4143	350	6	data	datum	NOUN
framr-4143	350	7	in	in	ADP
framr-4143	350	8	determining	determine	VERB
framr-4143	350	9	stockout	stockout	NOUN
framr-4143	350	10	rates	rate	NOUN
framr-4143	350	11	involved	involve	VERB
framr-4143	350	12	analyzing	analyze	VERB
framr-4143	350	13	social	social	ADJ
framr-4143	350	14	media	medium	NOUN
framr-4143	350	15	data	datum	NOUN
framr-4143	350	16	,	,	PUNCT
framr-4143	350	17	historical	historical	ADJ
framr-4143	350	18	sales	sale	NOUN
framr-4143	350	19	data	datum	NOUN
framr-4143	350	20	,	,	PUNCT
framr-4143	350	21	and	and	CCONJ
framr-4143	350	22	even	even	ADV
framr-4143	350	23	weather	weather	NOUN
framr-4143	350	24	,	,	PUNCT
framr-4143	350	25	which	which	PRON
framr-4143	350	26	resulted	result	VERB
framr-4143	350	27	in	in	ADP
framr-4143	350	28	a	a	DET
framr-4143	350	29	15	15	NUM
framr-4143	350	30	%	%	NOUN
framr-4143	350	31	reduction	reduction	NOUN
framr-4143	350	32	in	in	ADP
framr-4143	350	33	stockout	stockout	NOUN
framr-4143	350	34	problems	problem	NOUN
framr-4143	350	35	(	(	PUNCT
framr-4143	350	36	harvard	harvard	PROPN
framr-4143	350	37	business	business	PROPN
framr-4143	350	38	review	review	PROPN
framr-4143	350	39	,	,	PUNCT
framr-4143	350	40	2020	2020	NUM
framr-4143	350	41	)	)	PUNCT
framr-4143	350	42	.	.	PUNCT
framr-4143	351	1	demand	demand	NOUN
framr-4143	351	2	forecasting	forecasting	NOUN
framr-4143	351	3	models	model	NOUN
framr-4143	351	4	help	help	VERB
framr-4143	351	5	companies	company	NOUN
framr-4143	351	6	identify	identify	VERB
framr-4143	351	7	over	over	ADP
framr-4143	351	8	or	or	CCONJ
framr-4143	351	9	under	under	ADP
framr-4143	351	10	-	-	PUNCT
framr-4143	351	11	demand	demand	NOUN
framr-4143	351	12	,	,	PUNCT
framr-4143	351	13	reducing	reduce	VERB
framr-4143	351	14	the	the	DET
framr-4143	351	15	impact	impact	NOUN
framr-4143	351	16	of	of	ADP
framr-4143	351	17	demand	demand	NOUN
framr-4143	351	18	variability	variability	NOUN
framr-4143	351	19	.	.	PUNCT
framr-4143	352	1	3.4.2	3.4.2	X
framr-4143	352	2	.	.	PUNCT
framr-4143	352	3	route	route	NOUN
framr-4143	352	4	enhancement	enhancement	NOUN
framr-4143	352	5	transportation	transportation	NOUN
framr-4143	352	6	management	management	NOUN
framr-4143	352	7	is	be	AUX
framr-4143	352	8	one	one	NUM
framr-4143	352	9	of	of	ADP
framr-4143	352	10	the	the	DET
framr-4143	352	11	most	most	ADV
framr-4143	352	12	important	important	ADJ
framr-4143	352	13	functions	function	NOUN
framr-4143	352	14	of	of	ADP
framr-4143	352	15	supply	supply	NOUN
framr-4143	352	16	chain	chain	NOUN
framr-4143	352	17	management	management	NOUN
framr-4143	352	18	,	,	PUNCT
framr-4143	352	19	especially	especially	ADV
framr-4143	352	20	for	for	ADP
framr-4143	352	21	organizations	organization	NOUN
framr-4143	352	22	with	with	ADP
framr-4143	352	23	a	a	DET
framr-4143	352	24	vast	vast	ADJ
framr-4143	352	25	distribution	distribution	NOUN
framr-4143	352	26	network	network	NOUN
framr-4143	352	27	.	.	PUNCT
framr-4143	353	1	in	in	ADP
framr-4143	353	2	this	this	DET
framr-4143	353	3	case	case	NOUN
framr-4143	353	4	,	,	PUNCT
framr-4143	353	5	data	datum	NOUN
framr-4143	353	6	science	science	NOUN
framr-4143	353	7	provides	provide	VERB
framr-4143	353	8	methods	method	NOUN
framr-4143	353	9	to	to	PART
framr-4143	353	10	calculate	calculate	VERB
framr-4143	353	11	traffic	traffic	NOUN
framr-4143	353	12	flow	flow	NOUN
framr-4143	353	13	,	,	PUNCT
framr-4143	353	14	weather	weather	NOUN
framr-4143	353	15	conditions	condition	NOUN
framr-4143	353	16	,	,	PUNCT
framr-4143	353	17	and	and	CCONJ
framr-4143	353	18	delivery	delivery	NOUN
framr-4143	353	19	timetables	timetable	NOUN
framr-4143	353	20	so	so	SCONJ
framr-4143	353	21	that	that	SCONJ
framr-4143	353	22	routes	route	NOUN
framr-4143	353	23	can	can	AUX
framr-4143	353	24	be	be	AUX
framr-4143	353	25	designed	design	VERB
framr-4143	353	26	and	and	CCONJ
framr-4143	353	27	fuel	fuel	NOUN
framr-4143	353	28	expenses	expense	NOUN
framr-4143	353	29	minimized	minimize	VERB
framr-4143	353	30	.	.	PUNCT
framr-4143	354	1	anitha	anitha	PROPN
framr-4143	354	2	and	and	CCONJ
framr-4143	354	3	patil	patil	PROPN
framr-4143	354	4	(	(	PUNCT
framr-4143	354	5	2018	2018	NUM
framr-4143	354	6	)	)	PUNCT
framr-4143	354	7	assessed	assess	VERB
framr-4143	354	8	that	that	SCONJ
framr-4143	354	9	transportation	transportation	NOUN
framr-4143	354	10	costs	cost	NOUN
framr-4143	354	11	may	may	AUX
framr-4143	354	12	decrease	decrease	VERB
framr-4143	354	13	by	by	ADP
framr-4143	354	14	12–20	12–20	NUM
framr-4143	354	15	%	%	NOUN
framr-4143	354	16	through	through	ADP
framr-4143	354	17	data	data	NOUN
framr-4143	354	18	-	-	PUNCT
framr-4143	354	19	driven	drive	VERB
framr-4143	354	20	route	route	NOUN
framr-4143	354	21	optimization	optimization	NOUN
framr-4143	354	22	.	.	PUNCT
framr-4143	355	1	for	for	ADP
framr-4143	355	2	example	example	NOUN
framr-4143	355	3	,	,	PUNCT
framr-4143	355	4	ups	up	NOUN
framr-4143	355	5	applies	apply	VERB
framr-4143	355	6	analytical	analytical	ADJ
framr-4143	355	7	methods	method	NOUN
framr-4143	355	8	to	to	PART
framr-4143	355	9	optimize	optimize	VERB
framr-4143	355	10	delivery	delivery	NOUN
framr-4143	355	11	routes	route	NOUN
framr-4143	355	12	.	.	PUNCT
framr-4143	356	1	through	through	ADP
framr-4143	356	2	its	its	PRON
framr-4143	356	3	orion	orion	NOUN
framr-4143	356	4	(	(	PUNCT
framr-4143	356	5	onroad	onroad	PROPN
framr-4143	356	6	integrated	integrate	VERB
framr-4143	356	7	optimization	optimization	NOUN
framr-4143	356	8	and	and	CCONJ
framr-4143	356	9	navigation	navigation	NOUN
framr-4143	356	10	)	)	PUNCT
framr-4143	356	11	system	system	NOUN
framr-4143	356	12	,	,	PUNCT
framr-4143	356	13	ups	up	NOUN
framr-4143	356	14	identifies	identify	VERB
framr-4143	356	15	over	over	ADP
framr-4143	356	16	250	250	NUM
framr-4143	356	17	million	million	NUM
framr-4143	356	18	data	datum	NOUN
framr-4143	356	19	points	point	NOUN
framr-4143	356	20	daily	daily	ADV
framr-4143	356	21	,	,	PUNCT
framr-4143	356	22	saving	save	VERB
framr-4143	356	23	10	10	NUM
framr-4143	356	24	million	million	NUM
framr-4143	356	25	gallons	gallon	NOUN
framr-4143	356	26	of	of	ADP
framr-4143	356	27	fuel	fuel	NOUN
framr-4143	356	28	every	every	DET
framr-4143	356	29	year	year	NOUN
framr-4143	356	30	(	(	PUNCT
framr-4143	356	31	anitha	anitha	PROPN
framr-4143	356	32	&	&	CCONJ
framr-4143	356	33	patil	patil	PROPN
framr-4143	356	34	,	,	PUNCT
framr-4143	356	35	2018	2018	NUM
framr-4143	356	36	)	)	PUNCT
framr-4143	356	37	.	.	PUNCT
framr-4143	357	1	applying	apply	VERB
framr-4143	357	2	data	datum	NOUN
framr-4143	357	3	science	science	NOUN
framr-4143	357	4	to	to	PART
framr-4143	357	5	improve	improve	VERB
framr-4143	357	6	routes	route	NOUN
framr-4143	357	7	is	be	AUX
framr-4143	357	8	critical	critical	ADJ
framr-4143	357	9	to	to	ADP
framr-4143	357	10	optimizing	optimize	VERB
framr-4143	357	11	costs	cost	NOUN
framr-4143	357	12	and	and	CCONJ
framr-4143	357	13	addressing	address	VERB
framr-4143	357	14	environmental	environmental	ADJ
framr-4143	357	15	concerns	concern	NOUN
framr-4143	357	16	by	by	ADP
framr-4143	357	17	eliminating	eliminate	VERB
framr-4143	357	18	unnecessary	unnecessary	ADJ
framr-4143	357	19	movement	movement	NOUN
framr-4143	357	20	and	and	CCONJ
framr-4143	357	21	emissions	emission	NOUN
framr-4143	357	22	.	.	PUNCT
framr-4143	358	1	financial	financial	ADJ
framr-4143	358	2	risk	risk	NOUN
framr-4143	358	3	and	and	CCONJ
framr-4143	358	4	management	management	NOUN
framr-4143	358	5	reviews	review	NOUN
framr-4143	358	6	,	,	PUNCT
framr-4143	358	7	2025	2025	NUM
framr-4143	358	8	,	,	PUNCT
framr-4143	358	9	11(1	11(1	NUM
framr-4143	358	10	):	):	PUNCT
framr-4143	358	11	72	72	NUM
framr-4143	358	12	-	-	SYM
framr-4143	358	13	102	102	NUM
framr-4143	358	14	85	85	NUM
framr-4143	358	15	©	©	PROPN
framr-4143	358	16	2025	2025	NUM
framr-4143	358	17	conscientia	conscientia	PROPN
framr-4143	358	18	beam	beam	PROPN
framr-4143	358	19	.	.	PUNCT
framr-4143	359	1	all	all	DET
framr-4143	359	2	rights	right	NOUN
framr-4143	359	3	reserved	reserve	VERB
framr-4143	359	4	.	.	PUNCT
framr-4143	360	1	dhl	dhl	PROPN
framr-4143	360	2	applies	apply	VERB
framr-4143	360	3	real	real	ADJ
framr-4143	360	4	-	-	PUNCT
framr-4143	360	5	time	time	NOUN
framr-4143	360	6	information	information	NOUN
framr-4143	360	7	to	to	PART
framr-4143	360	8	switch	switch	VERB
framr-4143	360	9	routes	route	NOUN
framr-4143	360	10	during	during	ADP
framr-4143	360	11	operations	operation	NOUN
framr-4143	360	12	depending	depend	VERB
framr-4143	360	13	on	on	ADP
framr-4143	360	14	traffic	traffic	NOUN
framr-4143	360	15	density	density	NOUN
framr-4143	360	16	,	,	PUNCT
framr-4143	360	17	barriers	barrier	NOUN
framr-4143	360	18	,	,	PUNCT
framr-4143	360	19	and	and	CCONJ
framr-4143	360	20	unfavorable	unfavorable	ADJ
framr-4143	360	21	conditions	condition	NOUN
framr-4143	360	22	.	.	PUNCT
framr-4143	361	1	this	this	PRON
framr-4143	361	2	has	have	AUX
framr-4143	361	3	resulted	result	VERB
framr-4143	361	4	in	in	ADP
framr-4143	361	5	a	a	DET
framr-4143	361	6	15	15	NUM
framr-4143	361	7	%	%	NOUN
framr-4143	361	8	improvement	improvement	NOUN
framr-4143	361	9	in	in	ADP
framr-4143	361	10	the	the	DET
framr-4143	361	11	timely	timely	ADJ
framr-4143	361	12	delivery	delivery	NOUN
framr-4143	361	13	of	of	ADP
framr-4143	361	14	goods	good	NOUN
framr-4143	361	15	and	and	CCONJ
framr-4143	361	16	services	service	NOUN
framr-4143	361	17	and	and	CCONJ
framr-4143	361	18	a	a	DET
framr-4143	361	19	major	major	ADJ
framr-4143	361	20	decrease	decrease	NOUN
framr-4143	361	21	in	in	ADP
framr-4143	361	22	their	their	PRON
framr-4143	361	23	carbon	carbon	NOUN
framr-4143	361	24	footprint	footprint	NOUN
framr-4143	361	25	(	(	PUNCT
framr-4143	361	26	dhl	dhl	NOUN
framr-4143	361	27	,	,	PUNCT
framr-4143	361	28	2022	2022	NUM
framr-4143	361	29	)	)	PUNCT
framr-4143	361	30	.	.	PUNCT
framr-4143	362	1	data	datum	NOUN
framr-4143	362	2	science	science	NOUN
framr-4143	362	3	allows	allow	VERB
framr-4143	362	4	organizations	organization	NOUN
framr-4143	362	5	to	to	PART
framr-4143	362	6	adapt	adapt	VERB
framr-4143	362	7	to	to	ADP
framr-4143	362	8	new	new	ADJ
framr-4143	362	9	conditions	condition	NOUN
framr-4143	362	10	on	on	ADP
framr-4143	362	11	the	the	DET
framr-4143	362	12	ground	ground	NOUN
framr-4143	362	13	so	so	SCONJ
framr-4143	362	14	that	that	SCONJ
framr-4143	362	15	goods	good	NOUN
framr-4143	362	16	are	be	AUX
framr-4143	362	17	delivered	deliver	VERB
framr-4143	362	18	to	to	ADP
framr-4143	362	19	required	require	VERB
framr-4143	362	20	locations	location	NOUN
framr-4143	362	21	on	on	ADP
framr-4143	362	22	time	time	NOUN
framr-4143	362	23	and	and	CCONJ
framr-4143	362	24	at	at	ADP
framr-4143	362	25	reduced	reduced	ADJ
framr-4143	362	26	costs	cost	NOUN
framr-4143	362	27	.	.	PUNCT
framr-4143	363	1	3.4.3	3.4.3	X
framr-4143	363	2	.	.	PUNCT
framr-4143	363	3	inventory	inventory	NOUN
framr-4143	363	4	management	management	NOUN
framr-4143	363	5	another	another	DET
framr-4143	363	6	clear	clear	ADJ
framr-4143	363	7	example	example	NOUN
framr-4143	363	8	of	of	ADP
framr-4143	363	9	the	the	DET
framr-4143	363	10	use	use	NOUN
framr-4143	363	11	of	of	ADP
framr-4143	363	12	data	datum	NOUN
framr-4143	363	13	science	science	NOUN
framr-4143	363	14	is	be	AUX
framr-4143	363	15	in	in	ADP
framr-4143	363	16	inventory	inventory	NOUN
framr-4143	363	17	management	management	NOUN
framr-4143	363	18	techniques	technique	NOUN
framr-4143	363	19	.	.	PUNCT
framr-4143	364	1	therefore	therefore	ADV
framr-4143	364	2	,	,	PUNCT
framr-4143	364	3	it	it	PRON
framr-4143	364	4	is	be	AUX
framr-4143	364	5	important	important	ADJ
framr-4143	364	6	to	to	PART
framr-4143	364	7	engage	engage	VERB
framr-4143	364	8	predictive	predictive	ADJ
framr-4143	364	9	analytics	analytic	NOUN
framr-4143	364	10	to	to	PART
framr-4143	364	11	help	help	VERB
framr-4143	364	12	companies	company	NOUN
framr-4143	364	13	manage	manage	VERB
framr-4143	364	14	their	their	PRON
framr-4143	364	15	inventories	inventory	NOUN
framr-4143	364	16	effectively	effectively	ADV
framr-4143	364	17	and	and	CCONJ
framr-4143	364	18	in	in	ADP
framr-4143	364	19	the	the	DET
framr-4143	364	20	right	right	ADJ
framr-4143	364	21	way	way	NOUN
framr-4143	364	22	.	.	PUNCT
framr-4143	365	1	this	this	DET
framr-4143	365	2	results	result	NOUN
framr-4143	365	3	in	in	ADP
framr-4143	365	4	lower	low	ADJ
framr-4143	365	5	holding	hold	VERB
framr-4143	365	6	costs	cost	NOUN
framr-4143	365	7	eliminates	eliminate	VERB
framr-4143	365	8	stockout	stockout	VERB
framr-4143	365	9	incidences	incidence	NOUN
framr-4143	365	10	and	and	CCONJ
framr-4143	365	11	improves	improve	VERB
framr-4143	365	12	customer	customer	NOUN
framr-4143	365	13	satisfaction	satisfaction	NOUN
framr-4143	365	14	.	.	PUNCT
framr-4143	366	1	according	accord	VERB
framr-4143	366	2	to	to	ADP
framr-4143	366	3	a	a	DET
framr-4143	366	4	report	report	NOUN
framr-4143	366	5	by	by	ADP
framr-4143	366	6	mckinsey	mckinsey	NOUN
framr-4143	366	7	&	&	CCONJ
framr-4143	366	8	company	company	PROPN
framr-4143	366	9	(	(	PUNCT
framr-4143	366	10	2021c	2021c	NUM
framr-4143	366	11	)	)	PUNCT
framr-4143	366	12	business	business	NOUN
framr-4143	366	13	organizations	organization	NOUN
framr-4143	366	14	that	that	PRON
framr-4143	366	15	applied	apply	VERB
framr-4143	366	16	data	data	NOUN
framr-4143	366	17	science	science	NOUN
framr-4143	366	18	in	in	ADP
framr-4143	366	19	inventory	inventory	NOUN
framr-4143	366	20	management	management	NOUN
framr-4143	366	21	realized	realize	VERB
framr-4143	366	22	15–25	15–25	NUM
framr-4143	366	23	%	%	NOUN
framr-4143	366	24	reductions	reduction	NOUN
framr-4143	366	25	while	while	SCONJ
framr-4143	366	26	achieving	achieve	VERB
framr-4143	366	27	or	or	CCONJ
framr-4143	366	28	surpassing	surpass	VERB
framr-4143	366	29	service	service	NOUN
framr-4143	366	30	levels	level	NOUN
framr-4143	366	31	.	.	PUNCT
framr-4143	367	1	for	for	ADP
framr-4143	367	2	instance	instance	NOUN
framr-4143	367	3	,	,	PUNCT
framr-4143	367	4	walmart	walmart	PROPN
framr-4143	367	5	employs	employ	VERB
framr-4143	367	6	live	live	ADJ
framr-4143	367	7	analytics	analytic	NOUN
framr-4143	367	8	to	to	PART
framr-4143	367	9	monitor	monitor	VERB
framr-4143	367	10	the	the	DET
framr-4143	367	11	quantity	quantity	NOUN
framr-4143	367	12	of	of	ADP
framr-4143	367	13	products	product	NOUN
framr-4143	367	14	in	in	ADP
framr-4143	367	15	its	its	PRON
framr-4143	367	16	stores	store	NOUN
framr-4143	367	17	and	and	CCONJ
framr-4143	367	18	estimate	estimate	VERB
framr-4143	367	19	demand	demand	NOUN
framr-4143	367	20	,	,	PUNCT
framr-4143	367	21	leading	lead	VERB
framr-4143	367	22	to	to	ADP
framr-4143	367	23	better	well	ADV
framr-4143	367	24	restocking	restock	VERB
framr-4143	367	25	and	and	CCONJ
framr-4143	367	26	minimal	minimal	ADJ
framr-4143	367	27	stock	stock	NOUN
framr-4143	367	28	loss	loss	NOUN
framr-4143	367	29	(	(	PUNCT
framr-4143	367	30	mckinsey	mckinsey	NOUN
framr-4143	367	31	&	&	CCONJ
framr-4143	367	32	company	company	NOUN
framr-4143	367	33	,	,	PUNCT
framr-4143	367	34	2021c	2021c	NUM
framr-4143	367	35	)	)	PUNCT
framr-4143	367	36	.	.	PUNCT
framr-4143	368	1	decision	decision	NOUN
framr-4143	368	2	-	-	PUNCT
framr-4143	368	3	support	support	NOUN
framr-4143	368	4	tools	tool	NOUN
framr-4143	368	5	such	such	ADJ
framr-4143	368	6	as	as	ADP
framr-4143	368	7	arima	arima	NOUN
framr-4143	368	8	for	for	ADP
framr-4143	368	9	demand	demand	NOUN
framr-4143	368	10	forecasting	forecasting	NOUN
framr-4143	368	11	and	and	CCONJ
framr-4143	368	12	machine	machine	NOUN
framr-4143	368	13	learning	learning	NOUN
framr-4143	368	14	models	model	NOUN
framr-4143	368	15	enable	enable	VERB
framr-4143	368	16	firms	firm	NOUN
framr-4143	368	17	to	to	PART
framr-4143	368	18	adapt	adapt	VERB
framr-4143	368	19	their	their	PRON
framr-4143	368	20	inventory	inventory	NOUN
framr-4143	368	21	holding	hold	VERB
framr-4143	368	22	to	to	PART
framr-4143	368	23	demand	demand	VERB
framr-4143	368	24	variability	variability	NOUN
framr-4143	368	25	.	.	PUNCT
framr-4143	369	1	this	this	PRON
framr-4143	369	2	is	be	AUX
framr-4143	369	3	especially	especially	ADV
framr-4143	369	4	crucial	crucial	ADJ
framr-4143	369	5	for	for	ADP
framr-4143	369	6	manufacturing	manufacturing	NOUN
framr-4143	369	7	firms	firm	NOUN
framr-4143	369	8	that	that	PRON
framr-4143	369	9	deal	deal	VERB
framr-4143	369	10	with	with	ADP
framr-4143	369	11	perishable	perishable	ADJ
framr-4143	369	12	commodities	commodity	NOUN
framr-4143	369	13	like	like	ADP
framr-4143	369	14	food	food	NOUN
framr-4143	369	15	and	and	CCONJ
framr-4143	369	16	drugs	drug	NOUN
framr-4143	369	17	since	since	SCONJ
framr-4143	369	18	overstocking	overstock	VERB
framr-4143	369	19	can	can	AUX
framr-4143	369	20	result	result	VERB
framr-4143	369	21	in	in	ADP
framr-4143	369	22	losses	loss	NOUN
framr-4143	369	23	.	.	PUNCT
framr-4143	370	1	the	the	DET
framr-4143	370	2	big	big	ADJ
framr-4143	370	3	supermarket	supermarket	NOUN
framr-4143	370	4	chain	chain	NOUN
framr-4143	370	5	kroger	kroger	NOUN
framr-4143	370	6	uses	use	VERB
framr-4143	370	7	prescriptive	prescriptive	ADJ
framr-4143	370	8	analytics	analytic	NOUN
framr-4143	370	9	for	for	ADP
framr-4143	370	10	fresher	fresh	ADJ
framr-4143	370	11	food	food	NOUN
framr-4143	370	12	and	and	CCONJ
framr-4143	370	13	has	have	AUX
framr-4143	370	14	reported	report	VERB
framr-4143	370	15	a	a	DET
framr-4143	370	16	10–15	10–15	NUM
framr-4143	370	17	%	%	NOUN
framr-4143	370	18	reduction	reduction	NOUN
framr-4143	370	19	in	in	ADP
framr-4143	370	20	food	food	NOUN
framr-4143	370	21	waste	waste	NOUN
framr-4143	370	22	while	while	SCONJ
framr-4143	370	23	adequately	adequately	ADV
framr-4143	370	24	stocking	stock	VERB
framr-4143	370	25	its	its	PRON
framr-4143	370	26	stores	store	NOUN
framr-4143	370	27	(	(	PUNCT
framr-4143	370	28	gartner	gartner	NOUN
framr-4143	370	29	,	,	PUNCT
framr-4143	370	30	2020b	2020b	NUM
framr-4143	370	31	)	)	PUNCT
framr-4143	370	32	.	.	PUNCT
framr-4143	371	1	3.4.4	3.4.4	X
framr-4143	371	2	.	.	PUNCT
framr-4143	372	1	hazard	hazard	NOUN
framr-4143	372	2	assessment	assessment	NOUN
framr-4143	372	3	conducting	conduct	VERB
framr-4143	372	4	a	a	DET
framr-4143	372	5	hazard	hazard	NOUN
framr-4143	372	6	assessment	assessment	NOUN
framr-4143	372	7	for	for	ADP
framr-4143	372	8	supply	supply	NOUN
framr-4143	372	9	chain	chain	NOUN
framr-4143	372	10	risk	risk	NOUN
framr-4143	372	11	management	management	NOUN
framr-4143	372	12	is	be	AUX
framr-4143	372	13	important	important	ADJ
framr-4143	372	14	in	in	ADP
framr-4143	372	15	industries	industry	NOUN
framr-4143	372	16	where	where	SCONJ
framr-4143	372	17	disruptions	disruption	NOUN
framr-4143	372	18	can	can	AUX
framr-4143	372	19	result	result	VERB
framr-4143	372	20	in	in	ADP
framr-4143	372	21	catastrophic	catastrophic	ADJ
framr-4143	372	22	consequences	consequence	NOUN
framr-4143	372	23	.	.	PUNCT
framr-4143	373	1	risk	risk	NOUN
framr-4143	373	2	management	management	NOUN
framr-4143	373	3	is	be	AUX
framr-4143	373	4	another	another	DET
framr-4143	373	5	area	area	NOUN
framr-4143	373	6	where	where	SCONJ
framr-4143	373	7	data	datum	NOUN
framr-4143	373	8	science	science	NOUN
framr-4143	373	9	delivers	deliver	VERB
framr-4143	373	10	value	value	NOUN
framr-4143	373	11	by	by	ADP
framr-4143	373	12	showing	show	VERB
framr-4143	373	13	businesses	business	NOUN
framr-4143	373	14	what	what	DET
framr-4143	373	15	threats	threat	NOUN
framr-4143	373	16	might	might	AUX
framr-4143	373	17	arise	arise	VERB
framr-4143	373	18	,	,	PUNCT
framr-4143	373	19	such	such	ADJ
framr-4143	373	20	as	as	ADP
framr-4143	373	21	hurricanes	hurricane	NOUN
framr-4143	373	22	,	,	PUNCT
framr-4143	373	23	failed	fail	VERB
framr-4143	373	24	suppliers	supplier	NOUN
framr-4143	373	25	,	,	PUNCT
framr-4143	373	26	or	or	CCONJ
framr-4143	373	27	geopolitical	geopolitical	ADJ
framr-4143	373	28	events	event	NOUN
framr-4143	373	29	,	,	PUNCT
framr-4143	373	30	and	and	CCONJ
framr-4143	373	31	how	how	SCONJ
framr-4143	373	32	to	to	PART
framr-4143	373	33	avoid	avoid	VERB
framr-4143	373	34	them	they	PRON
framr-4143	373	35	.	.	PUNCT
framr-4143	374	1	keurulainen	keurulainen	NOUN
framr-4143	374	2	(	(	PUNCT
framr-4143	374	3	2024	2024	NUM
framr-4143	374	4	)	)	PUNCT
framr-4143	374	5	argues	argue	VERB
framr-4143	374	6	that	that	SCONJ
framr-4143	374	7	risk	risk	NOUN
framr-4143	374	8	analytics	analytic	NOUN
framr-4143	374	9	and	and	CCONJ
framr-4143	374	10	other	other	ADJ
framr-4143	374	11	data	data	NOUN
framr-4143	374	12	science	science	NOUN
framr-4143	374	13	tools	tool	NOUN
framr-4143	374	14	can	can	AUX
framr-4143	374	15	be	be	AUX
framr-4143	374	16	used	use	VERB
framr-4143	374	17	to	to	PART
framr-4143	374	18	forecast	forecast	VERB
framr-4143	374	19	disruptions	disruption	NOUN
framr-4143	374	20	in	in	ADP
framr-4143	374	21	their	their	PRON
framr-4143	374	22	infancy	infancy	NOUN
framr-4143	374	23	,	,	PUNCT
framr-4143	374	24	providing	provide	VERB
framr-4143	374	25	companies	company	NOUN
framr-4143	374	26	with	with	ADP
framr-4143	374	27	ways	way	NOUN
framr-4143	374	28	to	to	PART
framr-4143	374	29	reduce	reduce	VERB
framr-4143	374	30	such	such	ADJ
framr-4143	374	31	incidents	incident	NOUN
framr-4143	374	32	.	.	PUNCT
framr-4143	375	1	for	for	ADP
framr-4143	375	2	instance	instance	NOUN
framr-4143	375	3	,	,	PUNCT
framr-4143	375	4	general	general	ADJ
framr-4143	375	5	motors	motors	PROPN
framr-4143	375	6	(	(	PUNCT
framr-4143	375	7	gm	gm	PROPN
framr-4143	375	8	)	)	PUNCT
framr-4143	375	9	employs	employ	VERB
framr-4143	375	10	big	big	ADJ
framr-4143	375	11	data	datum	NOUN
framr-4143	375	12	systems	system	NOUN
framr-4143	375	13	to	to	PART
framr-4143	375	14	evaluate	evaluate	VERB
framr-4143	375	15	the	the	DET
framr-4143	375	16	risks	risk	NOUN
framr-4143	375	17	of	of	ADP
framr-4143	375	18	failed	fail	VERB
framr-4143	375	19	suppliers	supplier	NOUN
framr-4143	375	20	and	and	CCONJ
framr-4143	375	21	natural	natural	ADJ
framr-4143	375	22	calamities	calamity	NOUN
framr-4143	375	23	.	.	PUNCT
framr-4143	376	1	this	this	DET
framr-4143	376	2	way	way	NOUN
framr-4143	376	3	,	,	PUNCT
framr-4143	376	4	gm	gm	PROPN
framr-4143	376	5	has	have	VERB
framr-4143	376	6	adequate	adequate	ADJ
framr-4143	376	7	data	datum	NOUN
framr-4143	376	8	to	to	PART
framr-4143	376	9	alter	alter	VERB
framr-4143	376	10	sourcing	sourcing	NOUN
framr-4143	376	11	strategies	strategy	NOUN
framr-4143	376	12	and	and	CCONJ
framr-4143	376	13	prevent	prevent	VERB
framr-4143	376	14	process	process	NOUN
framr-4143	376	15	disruptions	disruption	NOUN
framr-4143	376	16	,	,	PUNCT
framr-4143	376	17	as	as	SCONJ
framr-4143	376	18	keurulainen	keurulainen	X
framr-4143	376	19	(	(	PUNCT
framr-4143	376	20	2024	2024	NUM
framr-4143	376	21	)	)	PUNCT
framr-4143	376	22	recommends	recommend	VERB
framr-4143	376	23	.	.	PUNCT
framr-4143	377	1	additionally	additionally	ADV
framr-4143	377	2	,	,	PUNCT
framr-4143	377	3	organizations	organization	NOUN
framr-4143	377	4	such	such	ADJ
framr-4143	377	5	as	as	ADP
framr-4143	377	6	ibm	ibm	PROPN
framr-4143	377	7	have	have	AUX
framr-4143	377	8	designed	design	VERB
framr-4143	377	9	predictors	predictor	NOUN
framr-4143	377	10	that	that	PRON
framr-4143	377	11	enable	enable	VERB
framr-4143	377	12	them	they	PRON
framr-4143	377	13	to	to	PART
framr-4143	377	14	determine	determine	VERB
framr-4143	377	15	and	and	CCONJ
framr-4143	377	16	evaluate	evaluate	VERB
framr-4143	377	17	the	the	DET
framr-4143	377	18	vulnerability	vulnerability	NOUN
framr-4143	377	19	of	of	ADP
framr-4143	377	20	supply	supply	NOUN
framr-4143	377	21	chains	chain	NOUN
framr-4143	377	22	to	to	PART
framr-4143	377	23	climate	climate	NOUN
framr-4143	377	24	change	change	NOUN
framr-4143	377	25	.	.	PUNCT
framr-4143	378	1	these	these	DET
framr-4143	378	2	models	model	NOUN
framr-4143	378	3	assess	assess	VERB
framr-4143	378	4	parameters	parameter	NOUN
framr-4143	378	5	like	like	ADP
framr-4143	378	6	weather	weather	NOUN
framr-4143	378	7	conditions	condition	NOUN
framr-4143	378	8	,	,	PUNCT
framr-4143	378	9	infrastructure	infrastructure	NOUN
framr-4143	378	10	,	,	PUNCT
framr-4143	378	11	and	and	CCONJ
framr-4143	378	12	supplier	supplier	NOUN
framr-4143	378	13	locations	location	NOUN
framr-4143	378	14	to	to	PART
framr-4143	378	15	trace	trace	VERB
framr-4143	378	16	risky	risky	ADJ
framr-4143	378	17	regions	region	NOUN
framr-4143	378	18	.	.	PUNCT
framr-4143	379	1	implementing	implement	VERB
framr-4143	379	2	this	this	DET
framr-4143	379	3	data	datum	NOUN
framr-4143	379	4	into	into	ADP
framr-4143	379	5	companies	company	NOUN
framr-4143	379	6	’	’	PART
framr-4143	379	7	supply	supply	NOUN
framr-4143	379	8	chain	chain	NOUN
framr-4143	379	9	management	management	NOUN
framr-4143	379	10	means	mean	VERB
framr-4143	379	11	that	that	SCONJ
framr-4143	379	12	plans	plan	NOUN
framr-4143	379	13	can	can	AUX
framr-4143	379	14	be	be	AUX
framr-4143	379	15	enhanced	enhance	VERB
framr-4143	379	16	,	,	PUNCT
framr-4143	379	17	even	even	ADV
framr-4143	379	18	when	when	SCONJ
framr-4143	379	19	some	some	DET
framr-4143	379	20	dangers	danger	NOUN
framr-4143	379	21	are	be	AUX
framr-4143	379	22	worth	worth	ADJ
framr-4143	379	23	avoiding	avoid	VERB
framr-4143	379	24	(	(	PUNCT
framr-4143	379	25	ibm	ibm	PROPN
framr-4143	379	26	,	,	PUNCT
framr-4143	379	27	2020	2020	NUM
framr-4143	379	28	)	)	PUNCT
framr-4143	379	29	.	.	PUNCT
framr-4143	380	1	3.4.5	3.4.5	X
framr-4143	380	2	.	.	PUNCT
framr-4143	380	3	supplier	supplier	NOUN
framr-4143	380	4	administration	administration	NOUN
framr-4143	380	5	supplier	supplier	NOUN
framr-4143	380	6	management	management	NOUN
framr-4143	380	7	is	be	AUX
framr-4143	380	8	a	a	DET
framr-4143	380	9	sophisticated	sophisticated	ADJ
framr-4143	380	10	process	process	NOUN
framr-4143	380	11	that	that	PRON
framr-4143	380	12	involves	involve	VERB
framr-4143	380	13	managing	manage	VERB
framr-4143	380	14	supplier	supplier	NOUN
framr-4143	380	15	relationships	relationship	NOUN
framr-4143	380	16	,	,	PUNCT
framr-4143	380	17	supervising	supervise	VERB
framr-4143	380	18	contracts	contract	NOUN
framr-4143	380	19	,	,	PUNCT
framr-4143	380	20	and	and	CCONJ
framr-4143	380	21	minimizing	minimize	VERB
framr-4143	380	22	risks	risk	NOUN
framr-4143	380	23	associated	associate	VERB
framr-4143	380	24	with	with	ADP
framr-4143	380	25	such	such	ADJ
framr-4143	380	26	partnerships	partnership	NOUN
framr-4143	380	27	.	.	PUNCT
framr-4143	381	1	this	this	PRON
framr-4143	381	2	is	be	AUX
framr-4143	381	3	where	where	SCONJ
framr-4143	381	4	data	datum	NOUN
framr-4143	381	5	science	science	NOUN
framr-4143	381	6	comes	come	VERB
framr-4143	381	7	in	in	ADP
framr-4143	381	8	handy	handy	ADJ
framr-4143	381	9	:	:	PUNCT
framr-4143	381	10	when	when	SCONJ
framr-4143	381	11	supplier	supplier	NOUN
framr-4143	381	12	performance	performance	NOUN
framr-4143	381	13	data	datum	NOUN
framr-4143	381	14	is	be	AUX
framr-4143	381	15	analyzed	analyze	VERB
framr-4143	381	16	and	and	CCONJ
framr-4143	381	17	evaluated	evaluate	VERB
framr-4143	381	18	for	for	ADP
framr-4143	381	19	risk	risk	NOUN
framr-4143	381	20	,	,	PUNCT
framr-4143	381	21	the	the	DET
framr-4143	381	22	supplier	supplier	NOUN
framr-4143	381	23	selection	selection	NOUN
framr-4143	381	24	process	process	NOUN
framr-4143	381	25	is	be	AUX
framr-4143	381	26	improved	improve	VERB
framr-4143	381	27	.	.	PUNCT
framr-4143	382	1	stefanovic	stefanovic	ADJ
framr-4143	382	2	(	(	PUNCT
framr-4143	382	3	2014	2014	NUM
framr-4143	382	4	)	)	PUNCT
framr-4143	382	5	reported	report	VERB
framr-4143	382	6	that	that	SCONJ
framr-4143	382	7	embracing	embrace	VERB
framr-4143	382	8	data	datum	NOUN
framr-4143	382	9	science	science	NOUN
framr-4143	382	10	models	model	NOUN
framr-4143	382	11	can	can	AUX
framr-4143	382	12	enhance	enhance	VERB
framr-4143	382	13	supplier	supplier	NOUN
framr-4143	382	14	performance	performance	NOUN
framr-4143	382	15	by	by	ADP
framr-4143	382	16	10–15	10–15	NUM
framr-4143	382	17	percent	percent	NOUN
framr-4143	382	18	by	by	ADP
framr-4143	382	19	observing	observe	VERB
framr-4143	382	20	reliability	reliability	NOUN
framr-4143	382	21	,	,	PUNCT
framr-4143	382	22	quality	quality	NOUN
framr-4143	382	23	of	of	ADP
framr-4143	382	24	supply	supply	NOUN
framr-4143	382	25	,	,	PUNCT
framr-4143	382	26	and	and	CCONJ
framr-4143	382	27	delivery	delivery	NOUN
framr-4143	382	28	performance	performance	NOUN
framr-4143	382	29	in	in	ADP
framr-4143	382	30	real	real	ADJ
framr-4143	382	31	time	time	NOUN
framr-4143	382	32	.	.	PUNCT
framr-4143	383	1	for	for	ADP
framr-4143	383	2	example	example	NOUN
framr-4143	383	3	,	,	PUNCT
framr-4143	383	4	siemens	siemen	NOUN
framr-4143	383	5	(	(	PUNCT
framr-4143	383	6	2021b	2021b	NUM
framr-4143	383	7	)	)	PUNCT
framr-4143	383	8	deploys	deploy	VERB
framr-4143	383	9	data	datum	NOUN
framr-4143	383	10	mining	mining	NOUN
framr-4143	383	11	in	in	ADP
framr-4143	383	12	real	real	ADJ
framr-4143	383	13	time	time	NOUN
framr-4143	383	14	to	to	PART
framr-4143	383	15	evaluate	evaluate	VERB
framr-4143	383	16	suppliers	supplier	NOUN
framr-4143	383	17	'	'	PART
framr-4143	383	18	efficiency	efficiency	NOUN
framr-4143	383	19	and	and	CCONJ
framr-4143	383	20	reliability	reliability	NOUN
framr-4143	383	21	.	.	PUNCT
framr-4143	384	1	highlighting	highlight	VERB
framr-4143	384	2	delivery	delivery	NOUN
framr-4143	384	3	times	time	NOUN
framr-4143	384	4	,	,	PUNCT
framr-4143	384	5	product	product	NOUN
framr-4143	384	6	quality	quality	NOUN
framr-4143	384	7	,	,	PUNCT
framr-4143	384	8	and	and	CCONJ
framr-4143	384	9	environmental	environmental	ADJ
framr-4143	384	10	compliance	compliance	NOUN
framr-4143	384	11	gives	give	VERB
framr-4143	384	12	siemens	siemen	NOUN
framr-4143	384	13	the	the	DET
framr-4143	384	14	necessary	necessary	ADJ
framr-4143	384	15	information	information	NOUN
framr-4143	384	16	to	to	PART
framr-4143	384	17	decide	decide	VERB
framr-4143	384	18	which	which	DET
framr-4143	384	19	suppliers	supplier	NOUN
framr-4143	384	20	to	to	PART
framr-4143	384	21	work	work	VERB
framr-4143	384	22	with	with	ADP
framr-4143	384	23	(	(	PUNCT
framr-4143	384	24	thirumalai	thirumalai	NOUN
framr-4143	384	25	,	,	PUNCT
framr-4143	384	26	2014	2014	NUM
framr-4143	384	27	)	)	PUNCT
framr-4143	384	28	.	.	PUNCT
framr-4143	385	1	furthermore	furthermore	ADV
framr-4143	385	2	,	,	PUNCT
framr-4143	385	3	data	datum	NOUN
framr-4143	385	4	science	science	NOUN
framr-4143	385	5	techniques	technique	NOUN
framr-4143	385	6	allow	allow	VERB
framr-4143	385	7	firms	firm	NOUN
framr-4143	385	8	to	to	PART
framr-4143	385	9	minimize	minimize	VERB
framr-4143	385	10	the	the	DET
framr-4143	385	11	time	time	NOUN
framr-4143	385	12	spent	spend	VERB
framr-4143	385	13	evaluating	evaluate	VERB
framr-4143	385	14	potential	potential	ADJ
framr-4143	385	15	suppliers	supplier	NOUN
framr-4143	385	16	.	.	PUNCT
framr-4143	386	1	companies	company	NOUN
framr-4143	386	2	like	like	ADP
framr-4143	386	3	intel	intel	NOUN
framr-4143	386	4	,	,	PUNCT
framr-4143	386	5	for	for	ADP
framr-4143	386	6	example	example	NOUN
framr-4143	386	7	,	,	PUNCT
framr-4143	386	8	apply	apply	VERB
framr-4143	386	9	machine	machine	NOUN
framr-4143	386	10	learning	learning	NOUN
framr-4143	386	11	approaches	approach	NOUN
framr-4143	386	12	to	to	ADP
framr-4143	386	13	ranking	rank	VERB
framr-4143	386	14	their	their	PRON
framr-4143	386	15	suppliers	supplier	NOUN
framr-4143	386	16	according	accord	VERB
framr-4143	386	17	to	to	ADP
framr-4143	386	18	cost	cost	NOUN
framr-4143	386	19	,	,	PUNCT
framr-4143	386	20	financial	financial	ADJ
framr-4143	386	21	risk	risk	NOUN
framr-4143	386	22	and	and	CCONJ
framr-4143	386	23	management	management	NOUN
framr-4143	386	24	reviews	review	NOUN
framr-4143	386	25	,	,	PUNCT
framr-4143	386	26	2025	2025	NUM
framr-4143	386	27	,	,	PUNCT
framr-4143	386	28	11(1	11(1	NUM
framr-4143	386	29	):	):	PUNCT
framr-4143	386	30	72	72	NUM
framr-4143	386	31	-	-	SYM
framr-4143	386	32	102	102	NUM
framr-4143	386	33	86	86	NUM
framr-4143	386	34	©	©	PROPN
framr-4143	386	35	2025	2025	NUM
framr-4143	386	36	conscientia	conscientia	PROPN
framr-4143	386	37	beam	beam	PROPN
framr-4143	386	38	.	.	PUNCT
framr-4143	387	1	all	all	DET
framr-4143	387	2	rights	right	NOUN
framr-4143	387	3	reserved	reserve	VERB
framr-4143	387	4	.	.	PUNCT
framr-4143	388	1	quality	quality	NOUN
framr-4143	388	2	,	,	PUNCT
framr-4143	388	3	and	and	CCONJ
framr-4143	388	4	risk	risk	NOUN
framr-4143	388	5	.	.	PUNCT
framr-4143	389	1	this	this	PRON
framr-4143	389	2	has	have	AUX
framr-4143	389	3	enhanced	enhance	VERB
framr-4143	389	4	the	the	DET
framr-4143	389	5	company	company	NOUN
framr-4143	389	6	’s	’s	PART
framr-4143	389	7	supplier	supplier	NOUN
framr-4143	389	8	evaluation	evaluation	NOUN
framr-4143	389	9	process	process	NOUN
framr-4143	389	10	by	by	ADP
framr-4143	389	11	20	20	NUM
framr-4143	389	12	%	%	NOUN
framr-4143	389	13	,	,	PUNCT
framr-4143	389	14	allowing	allow	VERB
framr-4143	389	15	it	it	PRON
framr-4143	389	16	to	to	PART
framr-4143	389	17	work	work	VERB
framr-4143	389	18	with	with	ADP
framr-4143	389	19	the	the	DET
framr-4143	389	20	right	right	ADJ
framr-4143	389	21	suppliers	supplier	NOUN
framr-4143	389	22	(	(	PUNCT
framr-4143	389	23	intel	intel	NOUN
framr-4143	389	24	,	,	PUNCT
framr-4143	389	25	2021	2021	NUM
framr-4143	389	26	)	)	PUNCT
framr-4143	389	27	.	.	PUNCT
framr-4143	390	1	3.5	3.5	NUM
framr-4143	390	2	.	.	PUNCT
framr-4143	390	3	iot	iot	PROPN
framr-4143	390	4	in	in	ADP
framr-4143	390	5	supply	supply	NOUN
framr-4143	390	6	chain	chain	NOUN
framr-4143	390	7	management	management	NOUN
framr-4143	390	8	iot	iot	NOUN
framr-4143	390	9	is	be	AUX
framr-4143	390	10	one	one	NUM
framr-4143	390	11	of	of	ADP
framr-4143	390	12	the	the	DET
framr-4143	390	13	pillars	pillar	NOUN
framr-4143	390	14	that	that	PRON
framr-4143	390	15	have	have	AUX
framr-4143	390	16	dramatically	dramatically	ADV
framr-4143	390	17	impacted	impact	VERB
framr-4143	390	18	scm	scm	PROPN
framr-4143	390	19	through	through	ADP
framr-4143	390	20	the	the	DET
framr-4143	390	21	observation	observation	NOUN
framr-4143	390	22	,	,	PUNCT
framr-4143	390	23	optimization	optimization	NOUN
framr-4143	390	24	,	,	PUNCT
framr-4143	390	25	and	and	CCONJ
framr-4143	390	26	automation	automation	NOUN
framr-4143	390	27	of	of	ADP
framr-4143	390	28	the	the	DET
framr-4143	390	29	supply	supply	NOUN
framr-4143	390	30	chain	chain	NOUN
framr-4143	390	31	.	.	PUNCT
framr-4143	391	1	examples	example	NOUN
framr-4143	391	2	of	of	ADP
framr-4143	391	3	iot	iot	NOUN
framr-4143	391	4	applications	application	NOUN
framr-4143	391	5	in	in	ADP
framr-4143	391	6	scm	scm	PROPN
framr-4143	391	7	include	include	VERB
framr-4143	391	8	shipment	shipment	NOUN
framr-4143	391	9	tracking	tracking	NOUN
framr-4143	391	10	,	,	PUNCT
framr-4143	391	11	delivery	delivery	NOUN
framr-4143	391	12	tracking	tracking	NOUN
framr-4143	391	13	,	,	PUNCT
framr-4143	391	14	capacity	capacity	NOUN
framr-4143	391	15	tracking	tracking	NOUN
framr-4143	391	16	throughout	throughout	ADP
framr-4143	391	17	the	the	DET
framr-4143	391	18	warehouse	warehouse	NOUN
framr-4143	391	19	,	,	PUNCT
framr-4143	391	20	inventory	inventory	NOUN
framr-4143	391	21	tracking	tracking	NOUN
framr-4143	391	22	,	,	PUNCT
framr-4143	391	23	storage	storage	NOUN
framr-4143	391	24	environment	environment	NOUN
framr-4143	391	25	tracking	tracking	NOUN
framr-4143	391	26	,	,	PUNCT
framr-4143	391	27	and	and	CCONJ
framr-4143	391	28	routine	routine	ADJ
framr-4143	391	29	tracking	tracking	NOUN
framr-4143	391	30	and	and	CCONJ
framr-4143	391	31	automation	automation	NOUN
framr-4143	391	32	.	.	PUNCT
framr-4143	392	1	with	with	ADP
framr-4143	392	2	the	the	DET
framr-4143	392	3	help	help	NOUN
framr-4143	392	4	of	of	ADP
framr-4143	392	5	iot	iot	PROPN
framr-4143	392	6	devices	device	NOUN
framr-4143	392	7	and	and	CCONJ
framr-4143	392	8	sensors	sensor	NOUN
framr-4143	392	9	,	,	PUNCT
framr-4143	392	10	businesses	business	NOUN
framr-4143	392	11	can	can	AUX
framr-4143	392	12	gather	gather	VERB
framr-4143	392	13	and	and	CCONJ
framr-4143	392	14	analyze	analyze	VERB
framr-4143	392	15	data	datum	NOUN
framr-4143	392	16	,	,	PUNCT
framr-4143	392	17	significantly	significantly	ADV
framr-4143	392	18	improving	improve	VERB
framr-4143	392	19	planning	planning	NOUN
framr-4143	392	20	and	and	CCONJ
framr-4143	392	21	controlling	control	VERB
framr-4143	392	22	processes	process	NOUN
framr-4143	392	23	.	.	PUNCT
framr-4143	393	1	this	this	DET
framr-4143	393	2	section	section	NOUN
framr-4143	393	3	discusses	discuss	VERB
framr-4143	393	4	iot	iot	ADJ
framr-4143	393	5	contributions	contribution	NOUN
framr-4143	393	6	based	base	VERB
framr-4143	393	7	on	on	ADP
framr-4143	393	8	selected	select	VERB
framr-4143	393	9	areas	area	NOUN
framr-4143	393	10	of	of	ADP
framr-4143	393	11	scm	scm	PROPN
framr-4143	393	12	,	,	PUNCT
framr-4143	393	13	supported	support	VERB
framr-4143	393	14	by	by	ADP
framr-4143	393	15	empirical	empirical	ADJ
framr-4143	393	16	evidence	evidence	NOUN
framr-4143	393	17	and	and	CCONJ
framr-4143	393	18	case	case	NOUN
framr-4143	393	19	studies	study	NOUN
framr-4143	393	20	.	.	PUNCT
framr-4143	394	1	3.5.1	3.5.1	NUM
framr-4143	394	2	.	.	PUNCT
framr-4143	394	3	shipment	shipment	NOUN
framr-4143	394	4	and	and	CCONJ
framr-4143	394	5	delivery	delivery	NOUN
framr-4143	394	6	tracking	tracking	NOUN
framr-4143	394	7	thanks	thank	NOUN
framr-4143	394	8	to	to	ADP
framr-4143	394	9	advanced	advanced	ADJ
framr-4143	394	10	iot	iot	NOUN
framr-4143	394	11	,	,	PUNCT
framr-4143	394	12	shipments	shipment	NOUN
framr-4143	394	13	and	and	CCONJ
framr-4143	394	14	deliveries	delivery	NOUN
framr-4143	394	15	can	can	AUX
framr-4143	394	16	be	be	AUX
framr-4143	394	17	controlled	control	VERB
framr-4143	394	18	in	in	ADP
framr-4143	394	19	real	real	ADJ
framr-4143	394	20	-	-	PUNCT
framr-4143	394	21	time	time	NOUN
framr-4143	394	22	,	,	PUNCT
framr-4143	394	23	allowing	allow	VERB
framr-4143	394	24	for	for	ADP
framr-4143	394	25	a	a	DET
framr-4143	394	26	better	well	ADJ
framr-4143	394	27	understanding	understanding	NOUN
framr-4143	394	28	of	of	ADP
framr-4143	394	29	the	the	DET
framr-4143	394	30	entire	entire	ADJ
framr-4143	394	31	supply	supply	NOUN
framr-4143	394	32	chain	chain	NOUN
framr-4143	394	33	process	process	NOUN
framr-4143	394	34	(	(	PUNCT
framr-4143	394	35	see	see	VERB
framr-4143	394	36	figure	figure	NOUN
framr-4143	394	37	5	5	NUM
framr-4143	394	38	)	)	PUNCT
framr-4143	394	39	.	.	PUNCT
framr-4143	395	1	smart	smart	ADJ
framr-4143	395	2	tags	tag	NOUN
framr-4143	395	3	embedded	embed	VERB
framr-4143	395	4	in	in	ADP
framr-4143	395	5	the	the	DET
framr-4143	395	6	load	load	NOUN
framr-4143	395	7	,	,	PUNCT
framr-4143	395	8	trucks	truck	NOUN
framr-4143	395	9	,	,	PUNCT
framr-4143	395	10	and	and	CCONJ
framr-4143	395	11	containers	container	NOUN
framr-4143	395	12	allow	allow	VERB
framr-4143	395	13	continuous	continuous	ADJ
framr-4143	395	14	tracking	tracking	NOUN
framr-4143	395	15	of	of	ADP
framr-4143	395	16	the	the	DET
framr-4143	395	17	shipment	shipment	NOUN
framr-4143	395	18	's	's	PART
framr-4143	395	19	location	location	NOUN
framr-4143	395	20	,	,	PUNCT
framr-4143	395	21	temperature	temperature	NOUN
framr-4143	395	22	,	,	PUNCT
framr-4143	395	23	humidity	humidity	NOUN
framr-4143	395	24	,	,	PUNCT
framr-4143	395	25	and	and	CCONJ
framr-4143	395	26	other	other	ADJ
framr-4143	395	27	aspects	aspect	NOUN
framr-4143	395	28	.	.	PUNCT
framr-4143	396	1	figure	figure	NOUN
framr-4143	396	2	5	5	NUM
framr-4143	396	3	.	.	PUNCT
framr-4143	397	1	iot	iot	PROPN
framr-4143	397	2	revolutionizes	revolutionize	VERB
framr-4143	397	3	shipment	shipment	NOUN
framr-4143	397	4	tracking	tracking	NOUN
framr-4143	397	5	,	,	PUNCT
framr-4143	397	6	enhances	enhance	VERB
framr-4143	397	7	efficiency	efficiency	NOUN
framr-4143	397	8	and	and	CCONJ
framr-4143	397	9	reduces	reduce	VERB
framr-4143	397	10	costs	cost	NOUN
framr-4143	397	11	.	.	PUNCT
framr-4143	398	1	the	the	DET
framr-4143	398	2	figure	figure	NOUN
framr-4143	398	3	5	5	NUM
framr-4143	398	4	demonstrates	demonstrate	VERB
framr-4143	398	5	how	how	SCONJ
framr-4143	398	6	iot	iot	ADJ
framr-4143	398	7	-	-	PUNCT
framr-4143	398	8	enabled	enable	VERB
framr-4143	398	9	shipment	shipment	NOUN
framr-4143	398	10	tracking	tracking	NOUN
framr-4143	398	11	using	use	VERB
framr-4143	398	12	smart	smart	ADJ
framr-4143	398	13	tags	tag	NOUN
framr-4143	398	14	and	and	CCONJ
framr-4143	398	15	sensors	sensor	NOUN
framr-4143	398	16	provides	provide	VERB
framr-4143	398	17	real	real	ADJ
framr-4143	398	18	-	-	PUNCT
framr-4143	398	19	time	time	NOUN
framr-4143	398	20	monitoring	monitoring	NOUN
framr-4143	398	21	of	of	ADP
framr-4143	398	22	location	location	NOUN
framr-4143	398	23	,	,	PUNCT
framr-4143	398	24	condition	condition	NOUN
framr-4143	398	25	,	,	PUNCT
framr-4143	398	26	humidity	humidity	NOUN
framr-4143	398	27	,	,	PUNCT
framr-4143	398	28	and	and	CCONJ
framr-4143	398	29	temperature	temperature	NOUN
framr-4143	398	30	.	.	PUNCT
framr-4143	399	1	this	this	DET
framr-4143	399	2	technology	technology	NOUN
framr-4143	399	3	improves	improve	VERB
framr-4143	399	4	timely	timely	ADJ
framr-4143	399	5	deliveries	delivery	NOUN
framr-4143	399	6	by	by	ADP
framr-4143	399	7	20	20	NUM
framr-4143	399	8	%	%	NOUN
framr-4143	399	9	and	and	CCONJ
framr-4143	399	10	reduces	reduce	VERB
framr-4143	399	11	costs	cost	NOUN
framr-4143	399	12	by	by	ADP
framr-4143	399	13	15	15	NUM
framr-4143	399	14	%	%	NOUN
framr-4143	399	15	,	,	PUNCT
framr-4143	399	16	as	as	SCONJ
framr-4143	399	17	seen	see	VERB
framr-4143	399	18	in	in	ADP
framr-4143	399	19	examples	example	NOUN
framr-4143	399	20	from	from	ADP
framr-4143	399	21	bmw	bmw	PROPN
framr-4143	399	22	and	and	CCONJ
framr-4143	399	23	dh	dh	NOUN
framr-4143	399	24	.	.	PUNCT
framr-4143	400	1	a	a	DET
framr-4143	400	2	report	report	NOUN
framr-4143	400	3	published	publish	VERB
framr-4143	400	4	by	by	ADP
framr-4143	400	5	deloitte	deloitte	PROPN
framr-4143	400	6	in	in	ADP
framr-4143	400	7	2021	2021	NUM
framr-4143	400	8	established	establish	VERB
framr-4143	400	9	that	that	SCONJ
framr-4143	400	10	enterprises	enterprise	NOUN
framr-4143	400	11	that	that	PRON
framr-4143	400	12	embraced	embrace	VERB
framr-4143	400	13	the	the	DET
framr-4143	400	14	technology	technology	NOUN
framr-4143	400	15	with	with	ADP
framr-4143	400	16	the	the	DET
framr-4143	400	17	application	application	NOUN
framr-4143	400	18	of	of	ADP
framr-4143	400	19	iot	iot	NOUN
framr-4143	400	20	for	for	ADP
framr-4143	400	21	shipment	shipment	NOUN
framr-4143	400	22	tracking	tracking	NOUN
framr-4143	400	23	witnessed	witness	VERB
framr-4143	400	24	a	a	DET
framr-4143	400	25	20	20	NUM
framr-4143	400	26	%	%	NOUN
framr-4143	400	27	increase	increase	NOUN
framr-4143	400	28	in	in	ADP
framr-4143	400	29	timely	timely	ADJ
framr-4143	400	30	deliveries	delivery	NOUN
framr-4143	400	31	and	and	CCONJ
framr-4143	400	32	a	a	DET
framr-4143	400	33	15	15	NUM
framr-4143	400	34	%	%	NOUN
framr-4143	400	35	decrease	decrease	NOUN
framr-4143	400	36	in	in	ADP
framr-4143	400	37	transportation	transportation	NOUN
framr-4143	400	38	costs	cost	NOUN
framr-4143	400	39	.	.	PUNCT
framr-4143	401	1	this	this	PRON
framr-4143	401	2	becomes	become	VERB
framr-4143	401	3	equally	equally	ADV
framr-4143	401	4	important	important	ADJ
framr-4143	401	5	when	when	SCONJ
framr-4143	401	6	time	time	NOUN
framr-4143	401	7	factors	factor	NOUN
framr-4143	401	8	,	,	PUNCT
framr-4143	401	9	such	such	ADJ
framr-4143	401	10	as	as	ADP
framr-4143	401	11	health	health	NOUN
framr-4143	401	12	-	-	PUNCT
framr-4143	401	13	related	relate	VERB
framr-4143	401	14	products	product	NOUN
framr-4143	401	15	and	and	CCONJ
framr-4143	401	16	perishable	perishable	ADJ
framr-4143	401	17	goods	good	NOUN
framr-4143	401	18	,	,	PUNCT
framr-4143	401	19	are	be	AUX
framr-4143	401	20	critical	critical	ADJ
framr-4143	401	21	in	in	ADP
framr-4143	401	22	production	production	NOUN
framr-4143	401	23	and	and	CCONJ
framr-4143	401	24	delivery	delivery	NOUN
framr-4143	401	25	to	to	ADP
framr-4143	401	26	customers	customer	NOUN
framr-4143	401	27	.	.	PUNCT
framr-4143	402	1	for	for	ADP
framr-4143	402	2	instance	instance	NOUN
framr-4143	402	3	,	,	PUNCT
framr-4143	402	4	dhl	dhl	NOUN
framr-4143	402	5	leverages	leverage	NOUN
framr-4143	402	6	iot	iot	VERB
framr-4143	402	7	by	by	ADP
framr-4143	402	8	incorporating	incorporate	VERB
framr-4143	402	9	tracking	tracking	NOUN
framr-4143	402	10	devices	device	NOUN
framr-4143	402	11	that	that	PRON
framr-4143	402	12	monitor	monitor	VERB
framr-4143	402	13	consignments	consignment	NOUN
framr-4143	402	14	'	'	PART
framr-4143	402	15	physical	physical	ADJ
framr-4143	402	16	condition	condition	NOUN
framr-4143	402	17	and	and	CCONJ
framr-4143	402	18	location	location	NOUN
framr-4143	402	19	to	to	PART
framr-4143	402	20	ensure	ensure	VERB
framr-4143	402	21	they	they	PRON
framr-4143	402	22	arrive	arrive	VERB
framr-4143	402	23	in	in	ADP
framr-4143	402	24	the	the	DET
framr-4143	402	25	best	good	ADJ
framr-4143	402	26	condition	condition	NOUN
framr-4143	402	27	(	(	PUNCT
framr-4143	402	28	deloitte	deloitte	NOUN
framr-4143	402	29	,	,	PUNCT
framr-4143	402	30	2021b	2021b	NUM
framr-4143	402	31	)	)	PUNCT
framr-4143	402	32	.	.	PUNCT
framr-4143	403	1	another	another	DET
framr-4143	403	2	example	example	NOUN
framr-4143	403	3	of	of	ADP
framr-4143	403	4	iot	iot	ADJ
framr-4143	403	5	success	success	NOUN
framr-4143	403	6	is	be	AUX
framr-4143	403	7	the	the	DET
framr-4143	403	8	automotive	automotive	ADJ
framr-4143	403	9	and	and	CCONJ
framr-4143	403	10	industrial	industrial	ADJ
framr-4143	403	11	company	company	NOUN
framr-4143	403	12	bmw	bmw	PROPN
framr-4143	403	13	,	,	PUNCT
framr-4143	403	14	which	which	PRON
framr-4143	403	15	has	have	AUX
framr-4143	403	16	installed	instal	VERB
framr-4143	403	17	iot	iot	ADJ
framr-4143	403	18	sensors	sensor	NOUN
framr-4143	403	19	in	in	ADP
framr-4143	403	20	its	its	PRON
framr-4143	403	21	supply	supply	NOUN
framr-4143	403	22	chain	chain	NOUN
framr-4143	403	23	to	to	PART
framr-4143	403	24	monitor	monitor	VERB
framr-4143	403	25	the	the	DET
framr-4143	403	26	flow	flow	NOUN
framr-4143	403	27	of	of	ADP
framr-4143	403	28	specific	specific	ADJ
framr-4143	403	29	auto	auto	NOUN
framr-4143	403	30	parts	part	NOUN
framr-4143	403	31	across	across	ADP
framr-4143	403	32	the	the	DET
framr-4143	403	33	globe	globe	NOUN
framr-4143	403	34	.	.	PUNCT
framr-4143	404	1	real	real	ADJ
framr-4143	404	2	-	-	PUNCT
framr-4143	404	3	time	time	NOUN
framr-4143	404	4	information	information	NOUN
framr-4143	404	5	about	about	ADP
framr-4143	404	6	the	the	DET
framr-4143	404	7	location	location	NOUN
framr-4143	404	8	and	and	CCONJ
framr-4143	404	9	status	status	NOUN
framr-4143	404	10	of	of	ADP
framr-4143	404	11	shipments	shipment	NOUN
framr-4143	404	12	has	have	AUX
framr-4143	404	13	helped	help	VERB
framr-4143	404	14	bmw	bmw	PROPN
framr-4143	404	15	reduce	reduce	VERB
framr-4143	404	16	its	its	PRON
framr-4143	404	17	supply	supply	NOUN
framr-4143	404	18	chain	chain	NOUN
framr-4143	404	19	risks	risk	NOUN
framr-4143	404	20	and	and	CCONJ
framr-4143	404	21	increase	increase	VERB
framr-4143	404	22	efficiency	efficiency	NOUN
framr-4143	404	23	(	(	PUNCT
framr-4143	404	24	bmw	bmw	PROPN
framr-4143	404	25	,	,	PUNCT
framr-4143	404	26	2020	2020	NUM
framr-4143	404	27	)	)	PUNCT
framr-4143	404	28	.	.	PUNCT
framr-4143	405	1	the	the	DET
framr-4143	405	2	application	application	NOUN
framr-4143	405	3	of	of	ADP
framr-4143	405	4	iot	iot	PROPN
framr-4143	405	5	technology	technology	NOUN
framr-4143	405	6	helps	help	VERB
framr-4143	405	7	to	to	PART
framr-4143	405	8	make	make	VERB
framr-4143	405	9	forecasts	forecast	NOUN
framr-4143	405	10	in	in	ADP
framr-4143	405	11	shipments	shipment	NOUN
framr-4143	405	12	to	to	PART
framr-4143	405	13	avoid	avoid	VERB
framr-4143	405	14	delays	delay	NOUN
framr-4143	405	15	resulting	result	VERB
framr-4143	405	16	from	from	ADP
framr-4143	405	17	other	other	ADJ
framr-4143	405	18	factors	factor	NOUN
framr-4143	405	19	.	.	PUNCT
framr-4143	406	1	3.5.2	3.5.2	X
framr-4143	406	2	.	.	PUNCT
framr-4143	406	3	capacity	capacity	NOUN
framr-4143	406	4	analysis	analysis	NOUN
framr-4143	406	5	for	for	ADP
framr-4143	406	6	warehouses	warehouse	NOUN
framr-4143	406	7	one	one	NUM
framr-4143	406	8	of	of	ADP
framr-4143	406	9	iot	iot	NOUN
framr-4143	406	10	's	's	PART
framr-4143	406	11	most	most	ADV
framr-4143	406	12	noteworthy	noteworthy	ADJ
framr-4143	406	13	applications	application	NOUN
framr-4143	406	14	is	be	AUX
framr-4143	406	15	in	in	ADP
framr-4143	406	16	warehouse	warehouse	NOUN
framr-4143	406	17	capacity	capacity	NOUN
framr-4143	406	18	monitoring	monitoring	NOUN
framr-4143	406	19	.	.	PUNCT
framr-4143	407	1	internet	internet	NOUN
framr-4143	407	2	of	of	ADP
framr-4143	407	3	things	thing	NOUN
framr-4143	407	4	sensors	sensor	NOUN
framr-4143	407	5	in	in	ADP
framr-4143	407	6	warehouses	warehouse	NOUN
framr-4143	407	7	include	include	VERB
framr-4143	407	8	space	space	NOUN
framr-4143	407	9	occupancy	occupancy	NOUN
framr-4143	407	10	,	,	PUNCT
framr-4143	407	11	inventory	inventory	NOUN
framr-4143	407	12	,	,	PUNCT
framr-4143	407	13	and	and	CCONJ
framr-4143	407	14	product	product	NOUN
framr-4143	407	15	movement	movement	NOUN
framr-4143	407	16	within	within	ADP
framr-4143	407	17	the	the	DET
framr-4143	407	18	warehouse	warehouse	NOUN
framr-4143	407	19	.	.	PUNCT
framr-4143	408	1	such	such	ADJ
framr-4143	408	2	information	information	NOUN
framr-4143	408	3	assists	assist	VERB
framr-4143	408	4	firms	firm	NOUN
framr-4143	408	5	in	in	ADP
framr-4143	408	6	managing	manage	VERB
framr-4143	408	7	warehouses	warehouse	NOUN
framr-4143	408	8	by	by	ADP
framr-4143	408	9	making	make	VERB
framr-4143	408	10	the	the	DET
framr-4143	408	11	best	good	ADJ
framr-4143	408	12	use	use	NOUN
framr-4143	408	13	of	of	ADP
framr-4143	408	14	space	space	NOUN
framr-4143	408	15	.	.	PUNCT
framr-4143	409	1	financial	financial	ADJ
framr-4143	409	2	risk	risk	NOUN
framr-4143	409	3	and	and	CCONJ
framr-4143	409	4	management	management	NOUN
framr-4143	409	5	reviews	review	NOUN
framr-4143	409	6	,	,	PUNCT
framr-4143	409	7	2025	2025	NUM
framr-4143	409	8	,	,	PUNCT
framr-4143	409	9	11(1	11(1	NUM
framr-4143	409	10	):	):	PUNCT
framr-4143	409	11	72	72	NUM
framr-4143	409	12	-	-	SYM
framr-4143	409	13	102	102	NUM
framr-4143	409	14	87	87	NUM
framr-4143	409	15	©	©	PROPN
framr-4143	409	16	2025	2025	NUM
framr-4143	409	17	conscientia	conscientia	PROPN
framr-4143	409	18	beam	beam	PROPN
framr-4143	409	19	.	.	PUNCT
framr-4143	410	1	all	all	DET
framr-4143	410	2	rights	right	NOUN
framr-4143	410	3	reserved	reserve	VERB
framr-4143	410	4	.	.	PUNCT
framr-4143	411	1	mckinsey	mckinsey	NOUN
framr-4143	411	2	&	&	CCONJ
framr-4143	411	3	company	company	PROPN
framr-4143	411	4	(	(	PUNCT
framr-4143	411	5	2022	2022	NUM
framr-4143	411	6	)	)	PUNCT
framr-4143	411	7	showed	show	VERB
framr-4143	411	8	that	that	SCONJ
framr-4143	411	9	iot	iot	ADJ
framr-4143	411	10	utilization	utilization	NOUN
framr-4143	411	11	for	for	ADP
framr-4143	411	12	warehouse	warehouse	NOUN
framr-4143	411	13	capacity	capacity	NOUN
framr-4143	411	14	monitoring	monitor	VERB
framr-4143	411	15	reduced	reduce	VERB
framr-4143	411	16	warehousing	warehousing	NOUN
framr-4143	411	17	costs	cost	NOUN
framr-4143	411	18	by	by	ADP
framr-4143	411	19	25	25	NUM
framr-4143	411	20	%	%	NOUN
framr-4143	411	21	and	and	CCONJ
framr-4143	411	22	upgraded	upgrade	VERB
framr-4143	411	23	inventory	inventory	NOUN
framr-4143	411	24	turnover	turnover	NOUN
framr-4143	411	25	by	by	ADP
framr-4143	411	26	30	30	NUM
framr-4143	411	27	%	%	NOUN
framr-4143	411	28	.	.	PUNCT
framr-4143	412	1	for	for	ADP
framr-4143	412	2	instance	instance	NOUN
framr-4143	412	3	,	,	PUNCT
framr-4143	412	4	amazon	amazon	NOUN
framr-4143	412	5	incorporates	incorporate	VERB
framr-4143	412	6	iot	iot	ADJ
framr-4143	412	7	sensors	sensor	NOUN
framr-4143	412	8	and	and	CCONJ
framr-4143	412	9	robotics	robotic	NOUN
framr-4143	412	10	in	in	ADP
framr-4143	412	11	its	its	PRON
framr-4143	412	12	fulfillment	fulfillment	NOUN
framr-4143	412	13	centers	center	NOUN
framr-4143	412	14	to	to	PART
framr-4143	412	15	identify	identify	VERB
framr-4143	412	16	the	the	DET
framr-4143	412	17	number	number	NOUN
framr-4143	412	18	and	and	CCONJ
framr-4143	412	19	location	location	NOUN
framr-4143	412	20	of	of	ADP
framr-4143	412	21	products	product	NOUN
framr-4143	412	22	in	in	ADP
framr-4143	412	23	available	available	ADJ
framr-4143	412	24	spaces	space	NOUN
framr-4143	412	25	and	and	CCONJ
framr-4143	412	26	optimize	optimize	VERB
framr-4143	412	27	storage	storage	NOUN
framr-4143	412	28	(	(	PUNCT
framr-4143	412	29	mckinsey	mckinsey	NOUN
framr-4143	412	30	&	&	CCONJ
framr-4143	412	31	company	company	NOUN
framr-4143	412	32	,	,	PUNCT
framr-4143	412	33	2022	2022	NUM
framr-4143	412	34	)	)	PUNCT
framr-4143	412	35	.	.	PUNCT
framr-4143	413	1	iot	iot	PROPN
framr-4143	413	2	has	have	AUX
framr-4143	413	3	improved	improve	VERB
framr-4143	413	4	picking	pick	VERB
framr-4143	413	5	and	and	CCONJ
framr-4143	413	6	packing	packing	NOUN
framr-4143	413	7	performance	performance	NOUN
framr-4143	413	8	,	,	PUNCT
framr-4143	413	9	making	make	VERB
framr-4143	413	10	amazon	amazon	NOUN
framr-4143	413	11	's	's	PART
framr-4143	413	12	order	order	NOUN
framr-4143	413	13	fulfillment	fulfillment	NOUN
framr-4143	413	14	faster	fast	ADV
framr-4143	413	15	.	.	PUNCT
framr-4143	414	1	furthermore	furthermore	ADV
framr-4143	414	2	,	,	PUNCT
framr-4143	414	3	iot	iot	ADJ
framr-4143	414	4	sensors	sensor	NOUN
framr-4143	414	5	can	can	AUX
framr-4143	414	6	identify	identify	VERB
framr-4143	414	7	open	open	ADJ
framr-4143	414	8	spaces	space	NOUN
framr-4143	414	9	in	in	ADP
framr-4143	414	10	warehouses	warehouse	NOUN
framr-4143	414	11	,	,	PUNCT
framr-4143	414	12	allowing	allow	VERB
framr-4143	414	13	organizations	organization	NOUN
framr-4143	414	14	to	to	PART
framr-4143	414	15	enhance	enhance	VERB
framr-4143	414	16	space	space	NOUN
framr-4143	414	17	utilization	utilization	NOUN
framr-4143	414	18	and	and	CCONJ
framr-4143	414	19	potentially	potentially	ADV
framr-4143	414	20	eliminate	eliminate	VERB
framr-4143	414	21	the	the	DET
framr-4143	414	22	need	need	NOUN
framr-4143	414	23	for	for	ADP
framr-4143	414	24	new	new	ADJ
framr-4143	414	25	warehouse	warehouse	NOUN
framr-4143	414	26	construction	construction	NOUN
framr-4143	414	27	.	.	PUNCT
framr-4143	415	1	this	this	PRON
framr-4143	415	2	is	be	AUX
framr-4143	415	3	not	not	PART
framr-4143	415	4	only	only	ADV
framr-4143	415	5	cost	cost	NOUN
framr-4143	415	6	-	-	PUNCT
framr-4143	415	7	effective	effective	ADJ
framr-4143	415	8	but	but	CCONJ
framr-4143	415	9	also	also	ADV
framr-4143	415	10	helps	help	VERB
framr-4143	415	11	control	control	VERB
framr-4143	415	12	the	the	DET
framr-4143	415	13	environmental	environmental	ADJ
framr-4143	415	14	impact	impact	NOUN
framr-4143	415	15	of	of	ADP
framr-4143	415	16	warehousing	warehousing	NOUN
framr-4143	415	17	.	.	PUNCT
framr-4143	416	1	3.5.3	3.5.3	X
framr-4143	416	2	.	.	PUNCT
framr-4143	416	3	inventory	inventory	NOUN
framr-4143	416	4	management	management	NOUN
framr-4143	416	5	as	as	ADP
framr-4143	416	6	one	one	NUM
framr-4143	416	7	of	of	ADP
framr-4143	416	8	the	the	DET
framr-4143	416	9	supply	supply	NOUN
framr-4143	416	10	chain	chain	NOUN
framr-4143	416	11	segments	segment	NOUN
framr-4143	416	12	,	,	PUNCT
framr-4143	416	13	inventory	inventory	NOUN
framr-4143	416	14	management	management	NOUN
framr-4143	416	15	is	be	AUX
framr-4143	416	16	an	an	DET
framr-4143	416	17	essential	essential	ADJ
framr-4143	416	18	element	element	NOUN
framr-4143	416	19	in	in	ADP
framr-4143	416	20	which	which	PRON
framr-4143	416	21	iot	iot	NOUN
framr-4143	416	22	can	can	AUX
framr-4143	416	23	be	be	AUX
framr-4143	416	24	helpful	helpful	ADJ
framr-4143	416	25	.	.	PUNCT
framr-4143	417	1	the	the	DET
framr-4143	417	2	implementation	implementation	NOUN
framr-4143	417	3	of	of	ADP
framr-4143	417	4	iot	iot	ADJ
framr-4143	417	5	sensors	sensor	NOUN
framr-4143	417	6	facilitates	facilitate	VERB
framr-4143	417	7	automated	automate	VERB
framr-4143	417	8	measurement	measurement	NOUN
framr-4143	417	9	of	of	ADP
framr-4143	417	10	inventories	inventory	NOUN
framr-4143	417	11	by	by	ADP
framr-4143	417	12	regularly	regularly	ADV
framr-4143	417	13	capturing	capture	VERB
framr-4143	417	14	the	the	DET
framr-4143	417	15	quantity	quantity	NOUN
framr-4143	417	16	and	and	CCONJ
framr-4143	417	17	availability	availability	NOUN
framr-4143	417	18	of	of	ADP
framr-4143	417	19	stocks	stock	NOUN
framr-4143	417	20	,	,	PUNCT
framr-4143	417	21	usage	usage	NOUN
framr-4143	417	22	rates	rate	NOUN
framr-4143	417	23	,	,	PUNCT
framr-4143	417	24	and	and	CCONJ
framr-4143	417	25	demand	demand	NOUN
framr-4143	417	26	.	.	PUNCT
framr-4143	418	1	this	this	PRON
framr-4143	418	2	,	,	PUNCT
framr-4143	418	3	in	in	ADP
framr-4143	418	4	turn	turn	NOUN
framr-4143	418	5	,	,	PUNCT
framr-4143	418	6	offers	offer	VERB
framr-4143	418	7	organizations	organization	NOUN
framr-4143	418	8	an	an	DET
framr-4143	418	9	alternative	alternative	NOUN
framr-4143	418	10	to	to	ADP
framr-4143	418	11	holding	hold	VERB
framr-4143	418	12	too	too	ADV
framr-4143	418	13	much	much	ADJ
framr-4143	418	14	or	or	CCONJ
framr-4143	418	15	too	too	ADV
framr-4143	418	16	little	little	ADJ
framr-4143	418	17	stock	stock	NOUN
framr-4143	418	18	,	,	PUNCT
framr-4143	418	19	saving	save	VERB
framr-4143	418	20	on	on	ADP
framr-4143	418	21	holding	hold	VERB
framr-4143	418	22	costs	cost	NOUN
framr-4143	418	23	while	while	SCONJ
framr-4143	418	24	enhancing	enhance	VERB
framr-4143	418	25	customer	customer	NOUN
framr-4143	418	26	satisfaction	satisfaction	NOUN
framr-4143	418	27	.	.	PUNCT
framr-4143	419	1	when	when	SCONJ
framr-4143	419	2	accenture	accenture	NOUN
framr-4143	419	3	(	(	PUNCT
framr-4143	419	4	2021	2021	NUM
framr-4143	419	5	)	)	PUNCT
framr-4143	419	6	studied	study	VERB
framr-4143	419	7	an	an	DET
framr-4143	419	8	iot	iot	NOUN
framr-4143	419	9	use	use	NOUN
framr-4143	419	10	case	case	NOUN
framr-4143	419	11	for	for	ADP
framr-4143	419	12	inventory	inventory	NOUN
framr-4143	419	13	management	management	NOUN
framr-4143	419	14	,	,	PUNCT
framr-4143	419	15	businesses	business	NOUN
framr-4143	419	16	reported	report	VERB
framr-4143	419	17	a	a	DET
framr-4143	419	18	decrease	decrease	NOUN
framr-4143	419	19	in	in	ADP
framr-4143	419	20	inventory	inventory	NOUN
framr-4143	419	21	by	by	ADP
framr-4143	419	22	15–30	15–30	NUM
framr-4143	419	23	percent	percent	NOUN
framr-4143	419	24	without	without	ADP
framr-4143	419	25	compromising	compromise	VERB
framr-4143	419	26	or	or	CCONJ
framr-4143	419	27	even	even	ADV
framr-4143	419	28	potentially	potentially	ADV
framr-4143	419	29	improving	improve	VERB
framr-4143	419	30	service	service	NOUN
framr-4143	419	31	quality	quality	NOUN
framr-4143	419	32	.	.	PUNCT
framr-4143	420	1	walmart	walmart	PROPN
framr-4143	420	2	uses	use	VERB
framr-4143	420	3	iot	iot	ADJ
framr-4143	420	4	sensors	sensor	NOUN
framr-4143	420	5	and	and	CCONJ
framr-4143	420	6	rfid	rfid	NOUN
framr-4143	420	7	technology	technology	NOUN
framr-4143	420	8	to	to	PART
framr-4143	420	9	track	track	VERB
framr-4143	420	10	inventory	inventory	NOUN
framr-4143	420	11	without	without	ADP
framr-4143	420	12	physically	physically	ADV
framr-4143	420	13	handling	handle	VERB
framr-4143	420	14	the	the	DET
framr-4143	420	15	products	product	NOUN
framr-4143	420	16	,	,	PUNCT
framr-4143	420	17	which	which	PRON
framr-4143	420	18	helps	help	VERB
framr-4143	420	19	with	with	ADP
framr-4143	420	20	better	well	ADJ
framr-4143	420	21	restocking	restock	VERB
framr-4143	420	22	and	and	CCONJ
framr-4143	420	23	demand	demand	NOUN
framr-4143	420	24	estimation	estimation	NOUN
framr-4143	420	25	(	(	PUNCT
framr-4143	420	26	accenture	accenture	NOUN
framr-4143	420	27	,	,	PUNCT
framr-4143	420	28	2021	2021	NUM
framr-4143	420	29	)	)	PUNCT
framr-4143	420	30	.	.	PUNCT
framr-4143	421	1	this	this	PRON
framr-4143	421	2	has	have	AUX
framr-4143	421	3	helped	help	VERB
framr-4143	421	4	reduce	reduce	VERB
framr-4143	421	5	stockout	stockout	NOUN
framr-4143	421	6	occurrences	occurrence	NOUN
framr-4143	421	7	,	,	PUNCT
framr-4143	421	8	especially	especially	ADV
framr-4143	421	9	during	during	ADP
framr-4143	421	10	the	the	DET
framr-4143	421	11	holiday	holiday	NOUN
framr-4143	421	12	seasons	season	NOUN
framr-4143	421	13	,	,	PUNCT
framr-4143	421	14	negatively	negatively	ADV
framr-4143	421	15	affecting	affect	VERB
framr-4143	421	16	customer	customer	NOUN
framr-4143	421	17	satisfaction	satisfaction	NOUN
framr-4143	421	18	.	.	PUNCT
framr-4143	422	1	iot	iot	PROPN
framr-4143	422	2	devices	device	NOUN
framr-4143	422	3	also	also	ADV
framr-4143	422	4	support	support	VERB
framr-4143	422	5	information	information	NOUN
framr-4143	422	6	that	that	PRON
framr-4143	422	7	can	can	AUX
framr-4143	422	8	be	be	AUX
framr-4143	422	9	used	use	VERB
framr-4143	422	10	to	to	PART
framr-4143	422	11	enhance	enhance	VERB
framr-4143	422	12	inventory	inventory	NOUN
framr-4143	422	13	ordering	ordering	NOUN
framr-4143	422	14	mechanisms	mechanism	NOUN
framr-4143	422	15	.	.	PUNCT
framr-4143	423	1	if	if	SCONJ
framr-4143	423	2	the	the	DET
framr-4143	423	3	amount	amount	NOUN
framr-4143	423	4	of	of	ADP
framr-4143	423	5	stock	stock	NOUN
framr-4143	423	6	reaches	reach	VERB
framr-4143	423	7	a	a	DET
framr-4143	423	8	low	low	ADJ
framr-4143	423	9	level	level	NOUN
framr-4143	423	10	,	,	PUNCT
framr-4143	423	11	the	the	DET
framr-4143	423	12	system	system	NOUN
framr-4143	423	13	can	can	AUX
framr-4143	423	14	order	order	VERB
framr-4143	423	15	the	the	DET
framr-4143	423	16	product	product	NOUN
framr-4143	423	17	to	to	PART
framr-4143	423	18	refill	refill	VERB
framr-4143	423	19	the	the	DET
framr-4143	423	20	stock	stock	NOUN
framr-4143	423	21	and	and	CCONJ
framr-4143	423	22	avoid	avoid	VERB
framr-4143	423	23	running	run	VERB
framr-4143	423	24	out	out	ADP
framr-4143	423	25	of	of	ADP
framr-4143	423	26	products	product	NOUN
framr-4143	423	27	.	.	PUNCT
framr-4143	424	1	such	such	ADJ
framr-4143	424	2	automation	automation	NOUN
framr-4143	424	3	enhances	enhance	VERB
framr-4143	424	4	productivity	productivity	NOUN
framr-4143	424	5	and	and	CCONJ
framr-4143	424	6	enables	enable	VERB
framr-4143	424	7	employees	employee	NOUN
framr-4143	424	8	to	to	PART
framr-4143	424	9	focus	focus	VERB
framr-4143	424	10	on	on	ADP
framr-4143	424	11	higher	high	ADJ
framr-4143	424	12	value	value	NOUN
framr-4143	424	13	-	-	PUNCT
framr-4143	424	14	added	add	VERB
framr-4143	424	15	roles	role	NOUN
framr-4143	424	16	.	.	PUNCT
framr-4143	425	1	3.5.4	3.5.4	NUM
framr-4143	425	2	.	.	PUNCT
framr-4143	425	3	periodical	periodical	ADJ
framr-4143	425	4	check	check	NOUN
framr-4143	425	5	of	of	ADP
framr-4143	425	6	storage	storage	NOUN
framr-4143	425	7	conditions	condition	NOUN
framr-4143	425	8	in	in	ADP
framr-4143	425	9	some	some	DET
framr-4143	425	10	industries	industry	NOUN
framr-4143	425	11	,	,	PUNCT
framr-4143	425	12	the	the	DET
framr-4143	425	13	quality	quality	NOUN
framr-4143	425	14	of	of	ADP
framr-4143	425	15	the	the	DET
framr-4143	425	16	product	product	NOUN
framr-4143	425	17	is	be	AUX
framr-4143	425	18	highly	highly	ADV
framr-4143	425	19	influenced	influence	VERB
framr-4143	425	20	by	by	ADP
framr-4143	425	21	the	the	DET
framr-4143	425	22	environment	environment	NOUN
framr-4143	425	23	in	in	ADP
framr-4143	425	24	which	which	PRON
framr-4143	425	25	it	it	PRON
framr-4143	425	26	is	be	AUX
framr-4143	425	27	stored	store	VERB
framr-4143	425	28	(	(	PUNCT
framr-4143	425	29	such	such	ADJ
framr-4143	425	30	as	as	ADP
framr-4143	425	31	pharmaceuticals	pharmaceutical	NOUN
framr-4143	425	32	,	,	PUNCT
framr-4143	425	33	food	food	NOUN
framr-4143	425	34	,	,	PUNCT
framr-4143	425	35	and	and	CCONJ
framr-4143	425	36	chemicals	chemical	NOUN
framr-4143	425	37	)	)	PUNCT
framr-4143	425	38	.	.	PUNCT
framr-4143	426	1	iot	iot	PROPN
framr-4143	426	2	sensors	sensor	NOUN
framr-4143	426	3	monitor	monitor	VERB
framr-4143	426	4	the	the	DET
framr-4143	426	5	storage	storage	NOUN
framr-4143	426	6	environment	environment	NOUN
framr-4143	426	7	,	,	PUNCT
framr-4143	426	8	including	include	VERB
framr-4143	426	9	temperature	temperature	NOUN
framr-4143	426	10	,	,	PUNCT
framr-4143	426	11	humidity	humidity	NOUN
framr-4143	426	12	,	,	PUNCT
framr-4143	426	13	and	and	CCONJ
framr-4143	426	14	light	light	ADJ
framr-4143	426	15	exposure	exposure	NOUN
framr-4143	426	16	.	.	PUNCT
framr-4143	427	1	research	research	NOUN
framr-4143	427	2	has	have	AUX
framr-4143	427	3	established	establish	VERB
framr-4143	427	4	that	that	SCONJ
framr-4143	427	5	proper	proper	ADJ
framr-4143	427	6	product	product	NOUN
framr-4143	427	7	storage	storage	NOUN
framr-4143	427	8	enhances	enhance	VERB
framr-4143	427	9	a	a	DET
framr-4143	427	10	firm	firm	NOUN
framr-4143	427	11	’s	’s	PART
framr-4143	427	12	ability	ability	NOUN
framr-4143	427	13	to	to	PART
framr-4143	427	14	avoid	avoid	VERB
framr-4143	427	15	spoilage	spoilage	NOUN
framr-4143	427	16	while	while	SCONJ
framr-4143	427	17	adhering	adhere	VERB
framr-4143	427	18	to	to	ADP
framr-4143	427	19	regulatory	regulatory	ADJ
framr-4143	427	20	requirements	requirement	NOUN
framr-4143	427	21	.	.	PUNCT
framr-4143	428	1	for	for	ADP
framr-4143	428	2	instance	instance	NOUN
framr-4143	428	3	,	,	PUNCT
framr-4143	428	4	pfizer	pfizer	NOUN
framr-4143	428	5	deploys	deploy	VERB
framr-4143	428	6	iot	iot	ADJ
framr-4143	428	7	intelligent	intelligent	ADJ
framr-4143	428	8	temperature	temperature	NOUN
framr-4143	428	9	sensors	sensor	NOUN
framr-4143	428	10	in	in	ADP
framr-4143	428	11	its	its	PRON
framr-4143	428	12	supply	supply	NOUN
framr-4143	428	13	chain	chain	NOUN
framr-4143	428	14	to	to	PART
framr-4143	428	15	track	track	VERB
framr-4143	428	16	the	the	DET
framr-4143	428	17	conditions	condition	NOUN
framr-4143	428	18	to	to	PART
framr-4143	428	19	which	which	PRON
framr-4143	428	20	vaccines	vaccine	NOUN
framr-4143	428	21	are	be	AUX
framr-4143	428	22	exposed	expose	VERB
framr-4143	428	23	.	.	PUNCT
framr-4143	429	1	these	these	DET
framr-4143	429	2	sensors	sensor	NOUN
framr-4143	429	3	provide	provide	VERB
framr-4143	429	4	instant	instant	ADJ
framr-4143	429	5	notifications	notification	NOUN
framr-4143	429	6	if	if	SCONJ
framr-4143	429	7	temperatures	temperature	NOUN
framr-4143	429	8	exceed	exceed	VERB
framr-4143	429	9	the	the	DET
framr-4143	429	10	set	set	ADJ
framr-4143	429	11	range	range	NOUN
framr-4143	429	12	necessary	necessary	ADJ
framr-4143	429	13	for	for	SCONJ
framr-4143	429	14	the	the	DET
framr-4143	429	15	vaccines	vaccine	NOUN
framr-4143	429	16	to	to	PART
framr-4143	429	17	remain	remain	VERB
framr-4143	429	18	potent	potent	ADJ
framr-4143	429	19	during	during	ADP
framr-4143	429	20	transportation	transportation	NOUN
framr-4143	429	21	and	and	CCONJ
framr-4143	429	22	storage	storage	NOUN
framr-4143	429	23	(	(	PUNCT
framr-4143	429	24	pfizer	pfizer	NOUN
framr-4143	429	25	,	,	PUNCT
framr-4143	429	26	2021b	2021b	NUM
framr-4143	429	27	)	)	PUNCT
framr-4143	429	28	.	.	PUNCT
framr-4143	430	1	gartner	gartner	PROPN
framr-4143	430	2	(	(	PUNCT
framr-4143	430	3	2020a	2020a	NUM
framr-4143	430	4	)	)	PUNCT
framr-4143	430	5	identified	identify	VERB
framr-4143	430	6	research	research	NOUN
framr-4143	430	7	stating	state	VERB
framr-4143	430	8	that	that	SCONJ
framr-4143	430	9	firms	firm	NOUN
framr-4143	430	10	employing	employ	VERB
framr-4143	430	11	iot	iot	NOUN
framr-4143	430	12	in	in	ADP
framr-4143	430	13	scm	scm	PROPN
framr-4143	430	14	realized	realize	VERB
framr-4143	430	15	a	a	DET
framr-4143	430	16	20	20	NUM
framr-4143	430	17	%	%	NOUN
framr-4143	430	18	reduction	reduction	NOUN
framr-4143	430	19	in	in	ADP
framr-4143	430	20	spoiled	spoiled	ADJ
framr-4143	430	21	products	product	NOUN
framr-4143	430	22	and	and	CCONJ
framr-4143	430	23	a	a	DET
framr-4143	430	24	15	15	NUM
framr-4143	430	25	%	%	NOUN
framr-4143	430	26	improvement	improvement	NOUN
framr-4143	430	27	in	in	ADP
framr-4143	430	28	regulatory	regulatory	ADJ
framr-4143	430	29	compliance	compliance	NOUN
framr-4143	430	30	.	.	PUNCT
framr-4143	431	1	in	in	ADP
framr-4143	431	2	the	the	DET
framr-4143	431	3	food	food	NOUN
framr-4143	431	4	industry	industry	NOUN
framr-4143	431	5	,	,	PUNCT
framr-4143	431	6	iot	iot	ADJ
framr-4143	431	7	sensors	sensor	NOUN
framr-4143	431	8	are	be	AUX
framr-4143	431	9	used	use	VERB
framr-4143	431	10	by	by	ADP
framr-4143	431	11	nestlé	nestlé	PROPN
framr-4143	431	12	to	to	PART
framr-4143	431	13	monitor	monitor	VERB
framr-4143	431	14	storage	storage	NOUN
framr-4143	431	15	conditions	condition	NOUN
framr-4143	431	16	.	.	PUNCT
framr-4143	432	1	by	by	ADP
framr-4143	432	2	ensuring	ensure	VERB
framr-4143	432	3	that	that	SCONJ
framr-4143	432	4	perishable	perishable	ADJ
framr-4143	432	5	products	product	NOUN
framr-4143	432	6	are	be	AUX
framr-4143	432	7	correctly	correctly	ADV
framr-4143	432	8	stored	store	VERB
framr-4143	432	9	,	,	PUNCT
framr-4143	432	10	nestlé	nestlé	PROPN
framr-4143	432	11	has	have	AUX
framr-4143	432	12	minimized	minimize	VERB
framr-4143	432	13	wastage	wastage	NOUN
framr-4143	432	14	and	and	CCONJ
framr-4143	432	15	improved	improved	ADJ
framr-4143	432	16	product	product	NOUN
framr-4143	432	17	quality	quality	NOUN
framr-4143	432	18	(	(	PUNCT
framr-4143	432	19	gartner	gartner	NOUN
framr-4143	432	20	,	,	PUNCT
framr-4143	432	21	2020a	2020a	NUM
framr-4143	432	22	)	)	PUNCT
framr-4143	432	23	.	.	PUNCT
framr-4143	433	1	this	this	PRON
framr-4143	433	2	benefits	benefit	VERB
framr-4143	433	3	the	the	DET
framr-4143	433	4	organization	organization	NOUN
framr-4143	433	5	in	in	ADP
framr-4143	433	6	terms	term	NOUN
framr-4143	433	7	of	of	ADP
framr-4143	433	8	increased	increase	VERB
framr-4143	433	9	customer	customer	NOUN
framr-4143	433	10	satisfaction	satisfaction	NOUN
framr-4143	433	11	and	and	CCONJ
framr-4143	433	12	helps	help	VERB
framr-4143	433	13	minimize	minimize	VERB
framr-4143	433	14	the	the	DET
framr-4143	433	15	environmental	environmental	ADJ
framr-4143	433	16	impact	impact	NOUN
framr-4143	433	17	of	of	ADP
framr-4143	433	18	supply	supply	NOUN
framr-4143	433	19	chain	chain	NOUN
framr-4143	433	20	management	management	NOUN
framr-4143	433	21	.	.	PUNCT
framr-4143	434	1	3.5.5	3.5.5	NUM
framr-4143	434	2	.	.	PUNCT
framr-4143	434	3	routine	routine	ADJ
framr-4143	434	4	optimization	optimization	NOUN
framr-4143	434	5	and	and	CCONJ
framr-4143	434	6	automation	automation	NOUN
framr-4143	434	7	iot	iot	NOUN
framr-4143	434	8	makes	make	VERB
framr-4143	434	9	it	it	PRON
framr-4143	434	10	easier	easy	ADJ
framr-4143	434	11	to	to	PART
framr-4143	434	12	perform	perform	VERB
framr-4143	434	13	routine	routine	ADJ
framr-4143	434	14	optimization	optimization	NOUN
framr-4143	434	15	and	and	CCONJ
framr-4143	434	16	automation	automation	NOUN
framr-4143	434	17	in	in	ADP
framr-4143	434	18	scm	scm	PROPN
framr-4143	434	19	by	by	ADP
framr-4143	434	20	acquiring	acquire	VERB
framr-4143	434	21	real	real	ADJ
framr-4143	434	22	-	-	PUNCT
framr-4143	434	23	time	time	NOUN
framr-4143	434	24	data	datum	NOUN
framr-4143	434	25	on	on	ADP
framr-4143	434	26	various	various	ADJ
framr-4143	434	27	aspects	aspect	NOUN
framr-4143	434	28	of	of	ADP
framr-4143	434	29	the	the	DET
framr-4143	434	30	supply	supply	NOUN
framr-4143	434	31	chain	chain	NOUN
framr-4143	434	32	that	that	PRON
framr-4143	434	33	can	can	AUX
framr-4143	434	34	be	be	AUX
framr-4143	434	35	used	use	VERB
framr-4143	434	36	to	to	PART
framr-4143	434	37	improve	improve	VERB
framr-4143	434	38	processes	process	NOUN
framr-4143	434	39	.	.	PUNCT
framr-4143	435	1	remote	remote	ADJ
framr-4143	435	2	equipment	equipment	NOUN
framr-4143	435	3	can	can	AUX
framr-4143	435	4	be	be	AUX
framr-4143	435	5	used	use	VERB
framr-4143	435	6	to	to	PART
framr-4143	435	7	assess	assess	VERB
framr-4143	435	8	the	the	DET
framr-4143	435	9	performance	performance	NOUN
framr-4143	435	10	of	of	ADP
framr-4143	435	11	machinery	machinery	NOUN
framr-4143	435	12	,	,	PUNCT
framr-4143	435	13	monitor	monitor	VERB
framr-4143	435	14	employee	employee	NOUN
framr-4143	435	15	activity	activity	NOUN
framr-4143	435	16	,	,	PUNCT
framr-4143	435	17	and	and	CCONJ
framr-4143	435	18	track	track	VERB
framr-4143	435	19	the	the	DET
framr-4143	435	20	movement	movement	NOUN
framr-4143	435	21	of	of	ADP
framr-4143	435	22	products	product	NOUN
framr-4143	435	23	within	within	ADP
framr-4143	435	24	the	the	DET
framr-4143	435	25	supply	supply	NOUN
framr-4143	435	26	chain	chain	NOUN
framr-4143	435	27	,	,	PUNCT
framr-4143	435	28	identifying	identify	VERB
framr-4143	435	29	potential	potential	ADJ
framr-4143	435	30	areas	area	NOUN
framr-4143	435	31	for	for	ADP
framr-4143	435	32	improvement	improvement	NOUN
framr-4143	435	33	.	.	PUNCT
framr-4143	436	1	capgemini	capgemini	PROPN
framr-4143	436	2	(	(	PUNCT
framr-4143	436	3	2021	2021	NUM
framr-4143	436	4	)	)	PUNCT
framr-4143	436	5	showed	show	VERB
framr-4143	436	6	that	that	SCONJ
framr-4143	436	7	industries	industry	NOUN
framr-4143	436	8	leveraging	leverage	VERB
framr-4143	436	9	iot	iot	NOUN
framr-4143	436	10	for	for	ADP
framr-4143	436	11	routine	routine	ADJ
framr-4143	436	12	process	process	NOUN
framr-4143	436	13	improvements	improvement	NOUN
framr-4143	436	14	saw	see	VERB
framr-4143	436	15	efficiency	efficiency	NOUN
framr-4143	436	16	gains	gain	NOUN
framr-4143	436	17	of	of	ADP
framr-4143	436	18	20–30	20–30	NUM
framr-4143	436	19	%	%	NOUN
framr-4143	436	20	.	.	PUNCT
framr-4143	437	1	iot	iot	PROPN
framr-4143	437	2	makes	make	VERB
framr-4143	437	3	p&g	p&g	PROPN
framr-4143	437	4	’s	’s	PART
framr-4143	437	5	factories	factory	NOUN
framr-4143	437	6	smart	smart	ADJ
framr-4143	437	7	by	by	ADP
framr-4143	437	8	determining	determine	VERB
framr-4143	437	9	equipment	equipment	NOUN
framr-4143	437	10	parameters	parameter	NOUN
framr-4143	437	11	and	and	CCONJ
framr-4143	437	12	correlating	correlate	VERB
framr-4143	437	13	them	they	PRON
framr-4143	437	14	with	with	ADP
framr-4143	437	15	the	the	DET
framr-4143	437	16	financial	financial	ADJ
framr-4143	437	17	risk	risk	NOUN
framr-4143	437	18	and	and	CCONJ
framr-4143	437	19	management	management	NOUN
framr-4143	437	20	reviews	review	NOUN
framr-4143	437	21	,	,	PUNCT
framr-4143	437	22	2025	2025	NUM
framr-4143	437	23	,	,	PUNCT
framr-4143	437	24	11(1	11(1	NUM
framr-4143	437	25	):	):	PUNCT
framr-4143	437	26	72	72	NUM
framr-4143	437	27	-	-	SYM
framr-4143	437	28	102	102	NUM
framr-4143	437	29	88	88	NUM
framr-4143	437	30	©	©	PROPN
framr-4143	437	31	2025	2025	NUM
framr-4143	437	32	conscientia	conscientia	PROPN
framr-4143	437	33	beam	beam	PROPN
framr-4143	437	34	.	.	PUNCT
framr-4143	438	1	all	all	DET
framr-4143	438	2	rights	right	NOUN
framr-4143	438	3	reserved	reserve	VERB
framr-4143	438	4	.	.	PUNCT
framr-4143	439	1	likelihood	likelihood	NOUN
framr-4143	439	2	of	of	ADP
framr-4143	439	3	failure	failure	NOUN
framr-4143	439	4	shortly	shortly	ADV
framr-4143	439	5	.	.	PUNCT
framr-4143	440	1	this	this	PRON
framr-4143	440	2	has	have	AUX
framr-4143	440	3	minimized	minimize	VERB
framr-4143	440	4	downtime	downtime	NOUN
framr-4143	440	5	by	by	ADP
framr-4143	440	6	25	25	NUM
framr-4143	440	7	%	%	NOUN
framr-4143	440	8	,	,	PUNCT
framr-4143	440	9	while	while	SCONJ
framr-4143	440	10	enhancing	enhance	VERB
framr-4143	440	11	overall	overall	ADJ
framr-4143	440	12	performance	performance	NOUN
framr-4143	440	13	(	(	PUNCT
framr-4143	440	14	capgemini	capgemini	NOUN
framr-4143	440	15	,	,	PUNCT
framr-4143	440	16	2021	2021	NUM
framr-4143	440	17	)	)	PUNCT
framr-4143	440	18	.	.	PUNCT
framr-4143	441	1	moreover	moreover	ADV
framr-4143	441	2	,	,	PUNCT
framr-4143	441	3	iot	iot	PROPN
framr-4143	441	4	enables	enable	VERB
framr-4143	441	5	the	the	DET
framr-4143	441	6	automation	automation	NOUN
framr-4143	441	7	of	of	ADP
framr-4143	441	8	repetitive	repetitive	ADJ
framr-4143	441	9	tasks	task	NOUN
framr-4143	441	10	like	like	ADP
framr-4143	441	11	order	order	NOUN
framr-4143	441	12	selection	selection	NOUN
framr-4143	441	13	,	,	PUNCT
framr-4143	441	14	packaging	packaging	NOUN
framr-4143	441	15	,	,	PUNCT
framr-4143	441	16	and	and	CCONJ
framr-4143	441	17	delivery	delivery	NOUN
framr-4143	441	18	.	.	PUNCT
framr-4143	442	1	zara	zara	PROPN
framr-4143	442	2	has	have	AUX
framr-4143	442	3	adopted	adopt	VERB
framr-4143	442	4	iot	iot	NOUN
framr-4143	442	5	in	in	ADP
framr-4143	442	6	its	its	PRON
framr-4143	442	7	depots	depot	NOUN
framr-4143	442	8	to	to	PART
framr-4143	442	9	increase	increase	VERB
framr-4143	442	10	automation	automation	NOUN
framr-4143	442	11	,	,	PUNCT
framr-4143	442	12	reduce	reduce	VERB
framr-4143	442	13	labor	labor	NOUN
framr-4143	442	14	expenses	expense	NOUN
framr-4143	442	15	,	,	PUNCT
framr-4143	442	16	and	and	CCONJ
framr-4143	442	17	expedite	expedite	ADJ
framr-4143	442	18	order	order	NOUN
framr-4143	442	19	processing	processing	NOUN
framr-4143	442	20	(	(	PUNCT
framr-4143	442	21	zara	zara	NOUN
framr-4143	442	22	,	,	PUNCT
framr-4143	442	23	2021	2021	NUM
framr-4143	442	24	)	)	PUNCT
framr-4143	442	25	.	.	PUNCT
framr-4143	443	1	with	with	ADP
framr-4143	443	2	such	such	ADJ
framr-4143	443	3	tasks	task	NOUN
framr-4143	443	4	being	be	AUX
framr-4143	443	5	automated	automate	VERB
framr-4143	443	6	,	,	PUNCT
framr-4143	443	7	zara	zara	PROPN
framr-4143	443	8	has	have	AUX
framr-4143	443	9	quickly	quickly	ADV
framr-4143	443	10	responded	respond	VERB
framr-4143	443	11	to	to	ADP
framr-4143	443	12	changes	change	NOUN
framr-4143	443	13	in	in	ADP
framr-4143	443	14	consumer	consumer	NOUN
framr-4143	443	15	demand	demand	NOUN
framr-4143	443	16	,	,	PUNCT
framr-4143	443	17	enhancing	enhance	VERB
framr-4143	443	18	its	its	PRON
framr-4143	443	19	competitiveness	competitiveness	NOUN
framr-4143	443	20	in	in	ADP
framr-4143	443	21	the	the	DET
framr-4143	443	22	international	international	ADJ
framr-4143	443	23	fast	fast	ADJ
framr-4143	443	24	fashion	fashion	NOUN
framr-4143	443	25	industry	industry	NOUN
framr-4143	443	26	.	.	PUNCT
framr-4143	444	1	3.6	3.6	NUM
framr-4143	444	2	.	.	PUNCT
framr-4143	445	1	rfid	rfid	VERB
framr-4143	445	2	in	in	ADP
framr-4143	445	3	supply	supply	NOUN
framr-4143	445	4	chain	chain	NOUN
framr-4143	445	5	management	management	NOUN
framr-4143	445	6	rfid	rfid	NOUN
framr-4143	445	7	as	as	ADP
framr-4143	445	8	an	an	DET
framr-4143	445	9	application	application	NOUN
framr-4143	445	10	has	have	AUX
framr-4143	445	11	significantly	significantly	ADV
framr-4143	445	12	impacted	impact	VERB
framr-4143	445	13	today	today	NOUN
framr-4143	445	14	’s	’s	PART
framr-4143	445	15	supply	supply	NOUN
framr-4143	445	16	chain	chain	NOUN
framr-4143	445	17	management	management	NOUN
framr-4143	445	18	(	(	PUNCT
framr-4143	445	19	scm	scm	PROPN
framr-4143	445	20	)	)	PUNCT
framr-4143	445	21	.	.	PUNCT
framr-4143	446	1	this	this	DET
framr-4143	446	2	technology	technology	NOUN
framr-4143	446	3	creates	create	VERB
framr-4143	446	4	new	new	ADJ
framr-4143	446	5	opportunities	opportunity	NOUN
framr-4143	446	6	for	for	SCONJ
framr-4143	446	7	a	a	DET
framr-4143	446	8	company	company	NOUN
framr-4143	446	9	to	to	PART
framr-4143	446	10	manage	manage	VERB
framr-4143	446	11	its	its	PRON
framr-4143	446	12	assets	asset	NOUN
framr-4143	446	13	,	,	PUNCT
framr-4143	446	14	monitor	monitor	VERB
framr-4143	446	15	stock	stock	NOUN
framr-4143	446	16	,	,	PUNCT
framr-4143	446	17	and	and	CCONJ
framr-4143	446	18	improve	improve	VERB
framr-4143	446	19	the	the	DET
framr-4143	446	20	efficiency	efficiency	NOUN
framr-4143	446	21	of	of	ADP
framr-4143	446	22	warehouses	warehouse	NOUN
framr-4143	446	23	,	,	PUNCT
framr-4143	446	24	logistics	logistic	NOUN
framr-4143	446	25	,	,	PUNCT
framr-4143	446	26	supply	supply	NOUN
framr-4143	446	27	chain	chain	NOUN
framr-4143	446	28	,	,	PUNCT
framr-4143	446	29	and	and	CCONJ
framr-4143	446	30	retailing	retailing	NOUN
framr-4143	446	31	.	.	PUNCT
framr-4143	447	1	drawing	draw	VERB
framr-4143	447	2	on	on	ADP
framr-4143	447	3	empirical	empirical	ADJ
framr-4143	447	4	data	datum	NOUN
framr-4143	447	5	and	and	CCONJ
framr-4143	447	6	pertinent	pertinent	ADJ
framr-4143	447	7	examples	example	NOUN
framr-4143	447	8	,	,	PUNCT
framr-4143	447	9	this	this	DET
framr-4143	447	10	section	section	NOUN
framr-4143	447	11	critically	critically	ADV
framr-4143	447	12	discusses	discuss	VERB
framr-4143	447	13	how	how	SCONJ
framr-4143	447	14	rfid	rfid	NOUN
framr-4143	447	15	can	can	AUX
framr-4143	447	16	be	be	AUX
framr-4143	447	17	used	use	VERB
framr-4143	447	18	in	in	ADP
framr-4143	447	19	scm	scm	PROPN
framr-4143	447	20	.	.	PUNCT
framr-4143	448	1	3.6.1	3.6.1	X
framr-4143	448	2	.	.	PUNCT
framr-4143	448	3	warehouse	warehouse	NOUN
framr-4143	448	4	management	management	NOUN
framr-4143	448	5	in	in	ADP
framr-4143	448	6	warehouse	warehouse	NOUN
framr-4143	448	7	management	management	NOUN
framr-4143	448	8	,	,	PUNCT
framr-4143	448	9	rfid	rfid	NOUN
framr-4143	448	10	technology	technology	NOUN
framr-4143	448	11	has	have	AUX
framr-4143	448	12	significantly	significantly	ADV
framr-4143	448	13	changed	change	VERB
framr-4143	448	14	how	how	SCONJ
framr-4143	448	15	organizations	organization	NOUN
framr-4143	448	16	manage	manage	VERB
framr-4143	448	17	the	the	DET
framr-4143	448	18	flow	flow	NOUN
framr-4143	448	19	of	of	ADP
framr-4143	448	20	goods	good	NOUN
framr-4143	448	21	.	.	PUNCT
framr-4143	449	1	with	with	ADP
framr-4143	449	2	rfid	rfid	ADJ
framr-4143	449	3	tags	tag	NOUN
framr-4143	449	4	and	and	CCONJ
framr-4143	449	5	readers	reader	NOUN
framr-4143	449	6	applied	apply	VERB
framr-4143	449	7	in	in	ADP
framr-4143	449	8	warehouses	warehouse	NOUN
framr-4143	449	9	,	,	PUNCT
framr-4143	449	10	it	it	PRON
framr-4143	449	11	is	be	AUX
framr-4143	449	12	convenient	convenient	ADJ
framr-4143	449	13	for	for	SCONJ
framr-4143	449	14	a	a	DET
framr-4143	449	15	company	company	NOUN
framr-4143	449	16	to	to	PART
framr-4143	449	17	monitor	monitor	VERB
framr-4143	449	18	the	the	DET
framr-4143	449	19	position	position	NOUN
framr-4143	449	20	of	of	ADP
framr-4143	449	21	products	product	NOUN
framr-4143	449	22	in	in	ADP
framr-4143	449	23	real	real	ADJ
framr-4143	449	24	-	-	PUNCT
framr-4143	449	25	time	time	NOUN
framr-4143	449	26	,	,	PUNCT
framr-4143	449	27	increasing	increase	VERB
framr-4143	449	28	efficiency	efficiency	NOUN
framr-4143	449	29	and	and	CCONJ
framr-4143	449	30	requiring	require	VERB
framr-4143	449	31	less	less	ADJ
framr-4143	449	32	workforce	workforce	NOUN
framr-4143	449	33	.	.	PUNCT
framr-4143	450	1	compared	compare	VERB
framr-4143	450	2	to	to	ADP
framr-4143	450	3	conventional	conventional	ADJ
framr-4143	450	4	barcode	barcode	NOUN
framr-4143	450	5	technology	technology	NOUN
framr-4143	450	6	,	,	PUNCT
framr-4143	450	7	rfid	rfid	NOUN
framr-4143	450	8	does	do	AUX
framr-4143	450	9	not	not	PART
framr-4143	450	10	require	require	VERB
framr-4143	450	11	an	an	DET
framr-4143	450	12	object	object	NOUN
framr-4143	450	13	to	to	PART
framr-4143	450	14	be	be	AUX
framr-4143	450	15	aimed	aim	VERB
framr-4143	450	16	at	at	ADP
framr-4143	450	17	directly	directly	ADV
framr-4143	450	18	to	to	PART
framr-4143	450	19	be	be	AUX
framr-4143	450	20	scanned	scan	VERB
framr-4143	450	21	,	,	PUNCT
framr-4143	450	22	making	make	VERB
framr-4143	450	23	object	object	NOUN
framr-4143	450	24	scanning	scan	VERB
framr-4143	450	25	faster	fast	ADV
framr-4143	450	26	and	and	CCONJ
framr-4143	450	27	more	more	ADV
framr-4143	450	28	precise	precise	ADJ
framr-4143	450	29	.	.	PUNCT
framr-4143	451	1	specifically	specifically	ADV
framr-4143	451	2	,	,	PUNCT
framr-4143	451	3	accenture	accenture	NOUN
framr-4143	451	4	(	(	PUNCT
framr-4143	451	5	2020b	2020b	NUM
framr-4143	451	6	)	)	PUNCT
framr-4143	451	7	argued	argue	VERB
framr-4143	451	8	that	that	SCONJ
framr-4143	451	9	warehouses	warehouse	NOUN
framr-4143	451	10	employing	employ	VERB
framr-4143	451	11	rfid	rfid	NOUN
framr-4143	451	12	reduce	reduce	VERB
framr-4143	451	13	labor	labor	NOUN
framr-4143	451	14	costs	cost	NOUN
framr-4143	451	15	by	by	ADP
framr-4143	451	16	15–30	15–30	NUM
framr-4143	451	17	%	%	NOUN
framr-4143	451	18	while	while	SCONJ
framr-4143	451	19	gaining	gain	VERB
framr-4143	451	20	a	a	DET
framr-4143	451	21	25	25	NUM
framr-4143	451	22	%	%	NOUN
framr-4143	451	23	enhancement	enhancement	NOUN
framr-4143	451	24	in	in	ADP
framr-4143	451	25	inventory	inventory	NOUN
framr-4143	451	26	reliability	reliability	NOUN
framr-4143	451	27	.	.	PUNCT
framr-4143	452	1	amazon	amazon	PROPN
framr-4143	452	2	uses	use	VERB
framr-4143	452	3	rfid	rfid	NOUN
framr-4143	452	4	in	in	ADP
framr-4143	452	5	its	its	PRON
framr-4143	452	6	fulfillment	fulfillment	NOUN
framr-4143	452	7	centers	center	NOUN
framr-4143	452	8	to	to	PART
framr-4143	452	9	track	track	VERB
framr-4143	452	10	stocks	stock	NOUN
framr-4143	452	11	,	,	PUNCT
framr-4143	452	12	ensuring	ensure	VERB
framr-4143	452	13	faster	fast	ADJ
framr-4143	452	14	order	order	NOUN
framr-4143	452	15	processing	processing	NOUN
framr-4143	452	16	and	and	CCONJ
framr-4143	452	17	minimal	minimal	ADJ
framr-4143	452	18	picking	picking	NOUN
framr-4143	452	19	errors	error	NOUN
framr-4143	452	20	(	(	PUNCT
framr-4143	452	21	accenture	accenture	NOUN
framr-4143	452	22	,	,	PUNCT
framr-4143	452	23	2020b	2020b	NUM
framr-4143	452	24	)	)	PUNCT
framr-4143	452	25	.	.	PUNCT
framr-4143	453	1	the	the	DET
framr-4143	453	2	integration	integration	NOUN
framr-4143	453	3	of	of	ADP
framr-4143	453	4	a	a	DET
framr-4143	453	5	tracking	tracking	NOUN
framr-4143	453	6	system	system	NOUN
framr-4143	453	7	to	to	PART
framr-4143	453	8	monitor	monitor	VERB
framr-4143	453	9	the	the	DET
framr-4143	453	10	flow	flow	NOUN
framr-4143	453	11	of	of	ADP
framr-4143	453	12	goods	good	NOUN
framr-4143	453	13	without	without	ADP
framr-4143	453	14	the	the	DET
framr-4143	453	15	need	need	NOUN
framr-4143	453	16	to	to	PART
framr-4143	453	17	involve	involve	VERB
framr-4143	453	18	personnel	personnel	NOUN
framr-4143	453	19	speeds	speed	NOUN
framr-4143	453	20	up	up	ADP
framr-4143	453	21	warehouse	warehouse	NOUN
framr-4143	453	22	operations	operation	NOUN
framr-4143	453	23	.	.	PUNCT
framr-4143	454	1	additionally	additionally	ADV
framr-4143	454	2	,	,	PUNCT
framr-4143	454	3	rfid	rfid	NOUN
framr-4143	454	4	systems	system	NOUN
framr-4143	454	5	can	can	AUX
framr-4143	454	6	easily	easily	ADV
framr-4143	454	7	interface	interface	VERB
framr-4143	454	8	with	with	ADP
framr-4143	454	9	warehouse	warehouse	NOUN
framr-4143	454	10	management	management	NOUN
framr-4143	454	11	software	software	NOUN
framr-4143	454	12	(	(	PUNCT
framr-4143	454	13	wms	wms	PROPN
framr-4143	454	14	)	)	PUNCT
framr-4143	454	15	to	to	PART
framr-4143	454	16	further	far	ADV
framr-4143	454	17	enhance	enhance	VERB
framr-4143	454	18	inventory	inventory	NOUN
framr-4143	454	19	tracking	tracking	NOUN
framr-4143	454	20	activities	activity	NOUN
framr-4143	454	21	and	and	CCONJ
framr-4143	454	22	arrange	arrange	VERB
framr-4143	454	23	the	the	DET
framr-4143	454	24	goods	good	NOUN
framr-4143	454	25	in	in	ADP
framr-4143	454	26	proper	proper	ADJ
framr-4143	454	27	storage	storage	NOUN
framr-4143	454	28	.	.	PUNCT
framr-4143	455	1	for	for	ADP
framr-4143	455	2	instance	instance	NOUN
framr-4143	455	3	,	,	PUNCT
framr-4143	455	4	siemens	siemen	NOUN
framr-4143	455	5	adopted	adopt	VERB
framr-4143	455	6	rfid	rfid	NOUN
framr-4143	455	7	technology	technology	NOUN
framr-4143	455	8	to	to	PART
framr-4143	455	9	automate	automate	VERB
framr-4143	455	10	warehouse	warehouse	NOUN
framr-4143	455	11	procedures	procedure	NOUN
framr-4143	455	12	,	,	PUNCT
framr-4143	455	13	reducing	reduce	VERB
framr-4143	455	14	the	the	DET
framr-4143	455	15	time	time	NOUN
framr-4143	455	16	for	for	ADP
framr-4143	455	17	product	product	NOUN
framr-4143	455	18	identification	identification	NOUN
framr-4143	455	19	and	and	CCONJ
framr-4143	455	20	palletizing	palletize	VERB
framr-4143	455	21	by	by	ADP
framr-4143	455	22	30	30	NUM
framr-4143	455	23	%	%	NOUN
framr-4143	455	24	(	(	PUNCT
framr-4143	455	25	siemens	siemen	NOUN
framr-4143	455	26	,	,	PUNCT
framr-4143	455	27	2021a	2021a	NUM
framr-4143	455	28	)	)	PUNCT
framr-4143	455	29	.	.	PUNCT
framr-4143	456	1	3.6.2	3.6.2	X
framr-4143	456	2	.	.	PUNCT
framr-4143	456	3	inventory	inventory	NOUN
framr-4143	456	4	management	management	NOUN
framr-4143	456	5	one	one	NUM
framr-4143	456	6	of	of	ADP
framr-4143	456	7	the	the	DET
framr-4143	456	8	most	most	ADV
framr-4143	456	9	practical	practical	ADJ
framr-4143	456	10	uses	use	NOUN
framr-4143	456	11	of	of	ADP
framr-4143	456	12	rfid	rfid	NOUN
framr-4143	456	13	technology	technology	NOUN
framr-4143	456	14	is	be	AUX
framr-4143	456	15	in	in	ADP
framr-4143	456	16	inventory	inventory	NOUN
framr-4143	456	17	management	management	NOUN
framr-4143	456	18	.	.	PUNCT
framr-4143	457	1	rfid	rfid	NOUN
framr-4143	457	2	technology	technology	NOUN
framr-4143	457	3	makes	make	VERB
framr-4143	457	4	realtime	realtime	ADJ
framr-4143	457	5	tracking	tracking	NOUN
framr-4143	457	6	of	of	ADP
framr-4143	457	7	products	product	NOUN
framr-4143	457	8	possible	possible	ADJ
framr-4143	457	9	,	,	PUNCT
framr-4143	457	10	helping	help	VERB
framr-4143	457	11	businesses	business	NOUN
framr-4143	457	12	achieve	achieve	VERB
framr-4143	457	13	efficient	efficient	ADJ
framr-4143	457	14	stock	stock	NOUN
framr-4143	457	15	management	management	NOUN
framr-4143	457	16	and	and	CCONJ
framr-4143	457	17	reduce	reduce	VERB
framr-4143	457	18	stock	stock	NOUN
framr-4143	457	19	surplus	surplus	NOUN
framr-4143	457	20	.	.	PUNCT
framr-4143	458	1	rfid	rfid	NOUN
framr-4143	458	2	tags	tag	NOUN
framr-4143	458	3	differ	differ	VERB
framr-4143	458	4	from	from	ADP
framr-4143	458	5	barcodes	barcode	NOUN
framr-4143	458	6	because	because	SCONJ
framr-4143	458	7	they	they	PRON
framr-4143	458	8	can	can	AUX
framr-4143	458	9	hold	hold	VERB
framr-4143	458	10	significant	significant	ADJ
framr-4143	458	11	information	information	NOUN
framr-4143	458	12	and	and	CCONJ
framr-4143	458	13	provide	provide	VERB
framr-4143	458	14	the	the	DET
framr-4143	458	15	product	product	NOUN
framr-4143	458	16	’s	’s	PART
framr-4143	458	17	location	location	NOUN
framr-4143	458	18	,	,	PUNCT
framr-4143	458	19	status	status	NOUN
framr-4143	458	20	,	,	PUNCT
framr-4143	458	21	and	and	CCONJ
framr-4143	458	22	movement	movement	NOUN
framr-4143	458	23	at	at	ADP
framr-4143	458	24	any	any	DET
framr-4143	458	25	given	give	VERB
framr-4143	458	26	time	time	NOUN
framr-4143	458	27	.	.	PUNCT
framr-4143	459	1	zebra	zebra	PROPN
framr-4143	459	2	technologies	technology	NOUN
framr-4143	459	3	(	(	PUNCT
framr-4143	459	4	2021	2021	NUM
framr-4143	459	5	)	)	PUNCT
framr-4143	459	6	identified	identify	VERB
framr-4143	459	7	that	that	SCONJ
framr-4143	459	8	rfid	rfid	NOUN
framr-4143	459	9	has	have	AUX
framr-4143	459	10	helped	help	VERB
framr-4143	459	11	firms	firm	NOUN
framr-4143	459	12	improve	improve	VERB
framr-4143	459	13	inventory	inventory	NOUN
framr-4143	459	14	visibility	visibility	NOUN
framr-4143	459	15	by	by	ADP
framr-4143	459	16	25	25	NUM
framr-4143	459	17	%	%	NOUN
framr-4143	459	18	while	while	SCONJ
framr-4143	459	19	reducing	reduce	VERB
framr-4143	459	20	shrinkage	shrinkage	NOUN
framr-4143	459	21	by	by	ADP
framr-4143	459	22	20	20	NUM
framr-4143	459	23	%	%	NOUN
framr-4143	459	24	among	among	ADP
framr-4143	459	25	those	those	PRON
framr-4143	459	26	that	that	PRON
framr-4143	459	27	adopted	adopt	VERB
framr-4143	459	28	it	it	PRON
framr-4143	459	29	for	for	ADP
framr-4143	459	30	inventory	inventory	NOUN
framr-4143	459	31	control	control	NOUN
framr-4143	459	32	.	.	PUNCT
framr-4143	460	1	walmart	walmart	PROPN
framr-4143	460	2	has	have	AUX
framr-4143	460	3	led	lead	VERB
framr-4143	460	4	the	the	DET
framr-4143	460	5	way	way	NOUN
framr-4143	460	6	in	in	ADP
framr-4143	460	7	implementing	implement	VERB
framr-4143	460	8	rfid	rfid	NOUN
framr-4143	460	9	in	in	ADP
framr-4143	460	10	its	its	PRON
framr-4143	460	11	stores	store	NOUN
framr-4143	460	12	and	and	CCONJ
framr-4143	460	13	retail	retail	ADJ
framr-4143	460	14	distribution	distribution	NOUN
framr-4143	460	15	centers	center	NOUN
framr-4143	460	16	.	.	PUNCT
framr-4143	461	1	walmart	walmart	PROPN
framr-4143	461	2	realized	realize	VERB
framr-4143	461	3	that	that	SCONJ
framr-4143	461	4	rfid	rfid	NOUN
framr-4143	461	5	helped	helped	AUX
framr-4143	461	6	cut	cut	VERB
framr-4143	461	7	its	its	PRON
framr-4143	461	8	inventory	inventory	NOUN
framr-4143	461	9	costs	cost	NOUN
framr-4143	461	10	by	by	ADP
framr-4143	461	11	15	15	NUM
framr-4143	461	12	%	%	NOUN
framr-4143	461	13	and	and	CCONJ
framr-4143	461	14	increased	increase	VERB
framr-4143	461	15	shelf	shelf	NOUN
framr-4143	461	16	inventory	inventory	NOUN
framr-4143	461	17	accuracy	accuracy	NOUN
framr-4143	461	18	or	or	CCONJ
framr-4143	461	19	availability	availability	NOUN
framr-4143	461	20	since	since	SCONJ
framr-4143	461	21	products	product	NOUN
framr-4143	461	22	were	be	AUX
framr-4143	461	23	reordered	reorder	VERB
framr-4143	461	24	before	before	SCONJ
framr-4143	461	25	they	they	PRON
framr-4143	461	26	ran	run	VERB
framr-4143	461	27	out	out	ADP
framr-4143	461	28	of	of	ADP
framr-4143	461	29	stock	stock	NOUN
framr-4143	461	30	(	(	PUNCT
framr-4143	461	31	zebra	zebra	NOUN
framr-4143	461	32	technologies	technology	NOUN
framr-4143	461	33	,	,	PUNCT
framr-4143	461	34	2021	2021	NUM
framr-4143	461	35	)	)	PUNCT
framr-4143	461	36	.	.	PUNCT
framr-4143	462	1	moreover	moreover	ADV
framr-4143	462	2	,	,	PUNCT
framr-4143	462	3	rfid	rfid	NOUN
framr-4143	462	4	technology	technology	NOUN
framr-4143	462	5	adopted	adopt	VERB
framr-4143	462	6	in	in	ADP
framr-4143	462	7	stores	store	NOUN
framr-4143	462	8	helps	helps	AUX
framr-4143	462	9	perform	perform	VERB
framr-4143	462	10	automatic	automatic	ADJ
framr-4143	462	11	stock	stock	NOUN
framr-4143	462	12	-	-	PUNCT
framr-4143	462	13	taking	taking	NOUN
framr-4143	462	14	,	,	PUNCT
framr-4143	462	15	eliminating	eliminate	VERB
framr-4143	462	16	the	the	DET
framr-4143	462	17	need	need	NOUN
framr-4143	462	18	for	for	ADP
framr-4143	462	19	physical	physical	ADJ
framr-4143	462	20	counts	count	NOUN
framr-4143	462	21	.	.	PUNCT
framr-4143	463	1	these	these	DET
framr-4143	463	2	audits	audits	NOUN
framr-4143	463	3	give	give	VERB
framr-4143	463	4	the	the	DET
framr-4143	463	5	company	company	NOUN
framr-4143	463	6	real	real	ADJ
framr-4143	463	7	-	-	PUNCT
framr-4143	463	8	time	time	NOUN
framr-4143	463	9	information	information	NOUN
framr-4143	463	10	required	require	VERB
framr-4143	463	11	to	to	PART
framr-4143	463	12	update	update	VERB
framr-4143	463	13	stock	stock	NOUN
framr-4143	463	14	periodically	periodically	ADV
framr-4143	463	15	.	.	PUNCT
framr-4143	464	1	carrefour	carrefour	NOUN
framr-4143	464	2	,	,	PUNCT
framr-4143	464	3	a	a	DET
framr-4143	464	4	european	european	ADJ
framr-4143	464	5	retailer	retailer	NOUN
framr-4143	464	6	,	,	PUNCT
framr-4143	464	7	reduces	reduce	VERB
framr-4143	464	8	inventory	inventory	NOUN
framr-4143	464	9	through	through	ADP
framr-4143	464	10	stock	stock	NOUN
framr-4143	464	11	counts	count	NOUN
framr-4143	464	12	over	over	ADP
framr-4143	464	13	rfid	rfid	NOUN
framr-4143	464	14	,	,	PUNCT
framr-4143	464	15	which	which	PRON
framr-4143	464	16	cuts	cut	VERB
framr-4143	464	17	the	the	DET
framr-4143	464	18	time	time	NOUN
framr-4143	464	19	taken	take	VERB
framr-4143	464	20	to	to	PART
framr-4143	464	21	perform	perform	VERB
framr-4143	464	22	audits	audits	NOUN
framr-4143	464	23	by	by	ADP
framr-4143	464	24	50	50	NUM
framr-4143	464	25	%	%	NOUN
framr-4143	464	26	and	and	CCONJ
framr-4143	464	27	increases	increase	VERB
framr-4143	464	28	data	data	NOUN
framr-4143	464	29	accuracy	accuracy	NOUN
framr-4143	464	30	(	(	PUNCT
framr-4143	464	31	carrefour	carrefour	NOUN
framr-4143	464	32	,	,	PUNCT
framr-4143	464	33	2020	2020	NUM
framr-4143	464	34	)	)	PUNCT
framr-4143	464	35	.	.	PUNCT
framr-4143	465	1	financial	financial	ADJ
framr-4143	465	2	risk	risk	NOUN
framr-4143	465	3	and	and	CCONJ
framr-4143	465	4	management	management	NOUN
framr-4143	465	5	reviews	review	NOUN
framr-4143	465	6	,	,	PUNCT
framr-4143	465	7	2025	2025	NUM
framr-4143	465	8	,	,	PUNCT
framr-4143	465	9	11(1	11(1	NUM
framr-4143	465	10	):	):	PUNCT
framr-4143	465	11	72	72	NUM
framr-4143	465	12	-	-	SYM
framr-4143	465	13	102	102	NUM
framr-4143	465	14	89	89	NUM
framr-4143	465	15	©	©	PROPN
framr-4143	465	16	2025	2025	NUM
framr-4143	465	17	conscientia	conscientia	PROPN
framr-4143	465	18	beam	beam	PROPN
framr-4143	465	19	.	.	PUNCT
framr-4143	466	1	all	all	DET
framr-4143	466	2	rights	right	NOUN
framr-4143	466	3	reserved	reserve	VERB
framr-4143	466	4	.	.	PUNCT
framr-4143	467	1	3.6.3	3.6.3	X
framr-4143	467	2	.	.	PUNCT
framr-4143	468	1	freight	freight	NOUN
framr-4143	468	2	transportation	transportation	NOUN
framr-4143	468	3	in	in	ADP
framr-4143	468	4	freight	freight	NOUN
framr-4143	468	5	transportation	transportation	NOUN
framr-4143	468	6	,	,	PUNCT
framr-4143	468	7	rfid	rfid	NOUN
framr-4143	468	8	increases	increase	NOUN
framr-4143	468	9	efficiency	efficiency	NOUN
framr-4143	468	10	by	by	ADP
framr-4143	468	11	enabling	enable	VERB
framr-4143	468	12	better	well	ADJ
framr-4143	468	13	shipment	shipment	NOUN
framr-4143	468	14	tracking	tracking	NOUN
framr-4143	468	15	.	.	PUNCT
framr-4143	469	1	rfid	rfid	NOUN
framr-4143	469	2	tags	tag	NOUN
framr-4143	469	3	attached	attach	VERB
framr-4143	469	4	to	to	ADP
framr-4143	469	5	shipping	shipping	NOUN
framr-4143	469	6	containers	container	NOUN
framr-4143	469	7	or	or	CCONJ
framr-4143	469	8	affixed	affix	VERB
framr-4143	469	9	to	to	ADP
framr-4143	469	10	each	each	DET
framr-4143	469	11	product	product	NOUN
framr-4143	469	12	enable	enable	VERB
framr-4143	469	13	companies	company	NOUN
framr-4143	469	14	to	to	PART
framr-4143	469	15	track	track	VERB
framr-4143	469	16	the	the	DET
framr-4143	469	17	status	status	NOUN
framr-4143	469	18	of	of	ADP
framr-4143	469	19	assets	asset	NOUN
framr-4143	469	20	in	in	ADP
framr-4143	469	21	transit	transit	NOUN
framr-4143	469	22	.	.	PUNCT
framr-4143	470	1	they	they	PRON
framr-4143	470	2	also	also	ADV
framr-4143	470	3	foster	foster	VERB
framr-4143	470	4	high	high	ADJ
framr-4143	470	5	visibility	visibility	NOUN
framr-4143	470	6	of	of	ADP
framr-4143	470	7	business	business	NOUN
framr-4143	470	8	operations	operation	NOUN
framr-4143	470	9	,	,	PUNCT
framr-4143	470	10	facilitate	facilitate	NOUN
framr-4143	470	11	logistics	logistic	NOUN
framr-4143	470	12	management	management	NOUN
framr-4143	470	13	,	,	PUNCT
framr-4143	470	14	reduce	reduce	VERB
framr-4143	470	15	transportation	transportation	NOUN
framr-4143	470	16	costs	cost	NOUN
framr-4143	470	17	,	,	PUNCT
framr-4143	470	18	and	and	CCONJ
framr-4143	470	19	ensure	ensure	VERB
framr-4143	470	20	timely	timely	ADJ
framr-4143	470	21	delivery	delivery	NOUN
framr-4143	470	22	.	.	PUNCT
framr-4143	471	1	dhl	dhl	NOUN
framr-4143	471	2	(	(	PUNCT
framr-4143	471	3	2022	2022	NUM
framr-4143	471	4	)	)	PUNCT
framr-4143	471	5	reported	report	VERB
framr-4143	471	6	that	that	SCONJ
framr-4143	471	7	rfid	rfid	NOUN
framr-4143	471	8	technology	technology	NOUN
framr-4143	471	9	reduced	reduce	VERB
framr-4143	471	10	shipment	shipment	NOUN
framr-4143	471	11	processing	processing	NOUN
framr-4143	471	12	time	time	NOUN
framr-4143	471	13	by	by	ADP
framr-4143	471	14	20	20	NUM
framr-4143	471	15	%	%	NOUN
framr-4143	471	16	,	,	PUNCT
framr-4143	471	17	and	and	CCONJ
framr-4143	471	18	lost	lose	VERB
framr-4143	471	19	shipments	shipment	NOUN
framr-4143	471	20	decreased	decrease	VERB
framr-4143	471	21	by	by	ADP
framr-4143	471	22	less	less	ADJ
framr-4143	471	23	than	than	ADP
framr-4143	471	24	10	10	NUM
framr-4143	471	25	%	%	NOUN
framr-4143	471	26	.	.	PUNCT
framr-4143	472	1	rfid	rfid	NOUN
framr-4143	472	2	technology	technology	NOUN
framr-4143	472	3	is	be	AUX
framr-4143	472	4	used	use	VERB
framr-4143	472	5	by	by	ADP
framr-4143	472	6	maersk	maersk	PROPN
framr-4143	472	7	,	,	PUNCT
framr-4143	472	8	a	a	DET
framr-4143	472	9	global	global	ADJ
framr-4143	472	10	shipping	shipping	NOUN
framr-4143	472	11	company	company	NOUN
framr-4143	472	12	that	that	PRON
framr-4143	472	13	tracks	track	VERB
framr-4143	472	14	containers	container	NOUN
framr-4143	472	15	in	in	ADP
framr-4143	472	16	real	real	ADJ
framr-4143	472	17	time	time	NOUN
framr-4143	472	18	.	.	PUNCT
framr-4143	473	1	an	an	DET
framr-4143	473	2	effective	effective	ADJ
framr-4143	473	3	container	container	NOUN
framr-4143	473	4	tracking	tracking	NOUN
framr-4143	473	5	system	system	NOUN
framr-4143	473	6	provides	provide	VERB
framr-4143	473	7	location	location	NOUN
framr-4143	473	8	updates	update	NOUN
framr-4143	473	9	for	for	ADP
framr-4143	473	10	items	item	NOUN
framr-4143	473	11	being	be	AUX
framr-4143	473	12	shipped	ship	VERB
framr-4143	473	13	with	with	ADP
framr-4143	473	14	maersk	maersk	NOUN
framr-4143	473	15	and	and	CCONJ
framr-4143	473	16	helps	help	VERB
framr-4143	473	17	the	the	DET
framr-4143	473	18	firm	firm	NOUN
framr-4143	473	19	enhance	enhance	VERB
framr-4143	473	20	asset	asset	NOUN
framr-4143	473	21	turnover	turnover	NOUN
framr-4143	473	22	,	,	PUNCT
framr-4143	473	23	reduce	reduce	VERB
framr-4143	473	24	container	container	NOUN
framr-4143	473	25	idle	idle	ADJ
framr-4143	473	26	time	time	NOUN
framr-4143	473	27	,	,	PUNCT
framr-4143	473	28	and	and	CCONJ
framr-4143	473	29	lower	low	ADJ
framr-4143	473	30	shipping	shipping	NOUN
framr-4143	473	31	costs	cost	NOUN
framr-4143	473	32	(	(	PUNCT
framr-4143	473	33	dhl	dhl	NOUN
framr-4143	473	34	,	,	PUNCT
framr-4143	473	35	2022	2022	NUM
framr-4143	473	36	)	)	PUNCT
framr-4143	473	37	.	.	PUNCT
framr-4143	474	1	rfid	rfid	NOUN
framr-4143	474	2	also	also	ADV
framr-4143	474	3	improves	improve	VERB
framr-4143	474	4	the	the	DET
framr-4143	474	5	security	security	NOUN
framr-4143	474	6	of	of	ADP
framr-4143	474	7	freight	freight	NOUN
framr-4143	474	8	transport	transport	NOUN
framr-4143	474	9	by	by	ADP
framr-4143	474	10	tracking	track	VERB
framr-4143	474	11	the	the	DET
framr-4143	474	12	state	state	NOUN
framr-4143	474	13	of	of	ADP
framr-4143	474	14	goods	good	NOUN
framr-4143	474	15	throughout	throughout	ADP
framr-4143	474	16	transportation	transportation	NOUN
framr-4143	474	17	.	.	PUNCT
framr-4143	475	1	with	with	ADP
framr-4143	475	2	the	the	DET
framr-4143	475	3	help	help	NOUN
framr-4143	475	4	of	of	ADP
framr-4143	475	5	rfid	rfid	ADJ
framr-4143	475	6	sensors	sensor	NOUN
framr-4143	475	7	,	,	PUNCT
framr-4143	475	8	companies	company	NOUN
framr-4143	475	9	can	can	AUX
framr-4143	475	10	recognize	recognize	VERB
framr-4143	475	11	changes	change	NOUN
framr-4143	475	12	in	in	ADP
framr-4143	475	13	temperature	temperature	NOUN
framr-4143	475	14	,	,	PUNCT
framr-4143	475	15	humidity	humidity	NOUN
framr-4143	475	16	,	,	PUNCT
framr-4143	475	17	or	or	CCONJ
framr-4143	475	18	vibration	vibration	NOUN
framr-4143	475	19	,	,	PUNCT
framr-4143	475	20	ensuring	ensure	VERB
framr-4143	475	21	that	that	SCONJ
framr-4143	475	22	goods	good	NOUN
framr-4143	475	23	are	be	AUX
framr-4143	475	24	delivered	deliver	VERB
framr-4143	475	25	in	in	ADP
framr-4143	475	26	appropriate	appropriate	ADJ
framr-4143	475	27	conditions	condition	NOUN
framr-4143	475	28	.	.	PUNCT
framr-4143	476	1	this	this	PRON
framr-4143	476	2	is	be	AUX
framr-4143	476	3	especially	especially	ADV
framr-4143	476	4	crucial	crucial	ADJ
framr-4143	476	5	for	for	ADP
framr-4143	476	6	industries	industry	NOUN
framr-4143	476	7	dealing	deal	VERB
framr-4143	476	8	with	with	ADP
framr-4143	476	9	products	product	NOUN
framr-4143	476	10	that	that	PRON
framr-4143	476	11	must	must	AUX
framr-4143	476	12	meet	meet	VERB
framr-4143	476	13	certain	certain	ADJ
framr-4143	476	14	standards	standard	NOUN
framr-4143	476	15	,	,	PUNCT
framr-4143	476	16	such	such	ADJ
framr-4143	476	17	as	as	ADP
framr-4143	476	18	pharmaceuticals	pharmaceutical	NOUN
framr-4143	476	19	or	or	CCONJ
framr-4143	476	20	food	food	NOUN
framr-4143	476	21	.	.	PUNCT
framr-4143	477	1	for	for	ADP
framr-4143	477	2	example	example	NOUN
framr-4143	477	3	,	,	PUNCT
framr-4143	477	4	pfizer	pfizer	NOUN
framr-4143	477	5	implements	implement	VERB
framr-4143	477	6	rfid	rfid	ADJ
framr-4143	477	7	technology	technology	NOUN
framr-4143	477	8	to	to	PART
framr-4143	477	9	track	track	VERB
framr-4143	477	10	vaccine	vaccine	NOUN
framr-4143	477	11	temperatures	temperature	NOUN
framr-4143	477	12	during	during	ADP
framr-4143	477	13	transportation	transportation	NOUN
framr-4143	477	14	,	,	PUNCT
framr-4143	477	15	ensuring	ensure	VERB
framr-4143	477	16	proper	proper	ADJ
framr-4143	477	17	conditions	condition	NOUN
framr-4143	477	18	(	(	PUNCT
framr-4143	477	19	pfizer	pfizer	NOUN
framr-4143	477	20	,	,	PUNCT
framr-4143	477	21	2021a	2021a	NUM
framr-4143	477	22	)	)	PUNCT
framr-4143	477	23	.	.	PUNCT
framr-4143	478	1	3.6.4	3.6.4	NUM
framr-4143	478	2	.	.	PUNCT
framr-4143	478	3	supply	supply	NOUN
framr-4143	478	4	chain	chain	NOUN
framr-4143	478	5	visibility	visibility	NOUN
framr-4143	478	6	supply	supply	NOUN
framr-4143	478	7	chain	chain	NOUN
framr-4143	478	8	visibility	visibility	NOUN
framr-4143	478	9	is	be	AUX
framr-4143	478	10	one	one	NUM
framr-4143	478	11	of	of	ADP
framr-4143	478	12	the	the	DET
framr-4143	478	13	most	most	ADV
framr-4143	478	14	important	important	ADJ
framr-4143	478	15	factors	factor	NOUN
framr-4143	478	16	in	in	ADP
framr-4143	478	17	today	today	NOUN
framr-4143	478	18	’s	’s	PART
framr-4143	478	19	complex	complex	ADJ
framr-4143	478	20	supply	supply	NOUN
framr-4143	478	21	chains	chain	NOUN
framr-4143	478	22	.	.	PUNCT
framr-4143	479	1	rfid	rfid	NOUN
framr-4143	479	2	enables	enable	VERB
framr-4143	479	3	realtime	realtime	ADJ
framr-4143	479	4	tracking	tracking	NOUN
framr-4143	479	5	of	of	ADP
framr-4143	479	6	materials	material	NOUN
framr-4143	479	7	and	and	CCONJ
framr-4143	479	8	products	product	NOUN
framr-4143	479	9	from	from	ADP
framr-4143	479	10	raw	raw	ADJ
framr-4143	479	11	material	material	NOUN
framr-4143	479	12	suppliers	supplier	NOUN
framr-4143	479	13	through	through	ADP
framr-4143	479	14	distributors	distributor	NOUN
framr-4143	479	15	to	to	ADP
framr-4143	479	16	customers	customer	NOUN
framr-4143	479	17	.	.	PUNCT
framr-4143	480	1	this	this	DET
framr-4143	480	2	increased	increase	VERB
framr-4143	480	3	visibility	visibility	NOUN
framr-4143	480	4	allows	allow	VERB
framr-4143	480	5	timely	timely	ADJ
framr-4143	480	6	responses	response	NOUN
framr-4143	480	7	to	to	ADP
framr-4143	480	8	disruptions	disruption	NOUN
framr-4143	480	9	,	,	PUNCT
framr-4143	480	10	optimization	optimization	NOUN
framr-4143	480	11	of	of	ADP
framr-4143	480	12	inventory	inventory	NOUN
framr-4143	480	13	,	,	PUNCT
framr-4143	480	14	and	and	CCONJ
framr-4143	480	15	improved	improve	VERB
framr-4143	480	16	customer	customer	NOUN
framr-4143	480	17	service	service	NOUN
framr-4143	480	18	.	.	PUNCT
framr-4143	481	1	mckinsey	mckinsey	PROPN
framr-4143	481	2	&	&	CCONJ
framr-4143	481	3	company	company	PROPN
framr-4143	481	4	(	(	PUNCT
framr-4143	481	5	2021d	2021d	NUM
framr-4143	481	6	)	)	PUNCT
framr-4143	481	7	established	establish	VERB
framr-4143	481	8	that	that	SCONJ
framr-4143	481	9	companies	company	NOUN
framr-4143	481	10	applying	apply	VERB
framr-4143	481	11	rfid	rfid	NOUN
framr-4143	481	12	to	to	PART
framr-4143	481	13	increase	increase	VERB
framr-4143	481	14	supply	supply	NOUN
framr-4143	481	15	chain	chain	NOUN
framr-4143	481	16	visibility	visibility	NOUN
framr-4143	481	17	saw	see	VERB
framr-4143	481	18	lead	lead	NOUN
framr-4143	481	19	time	time	NOUN
framr-4143	481	20	reduced	reduce	VERB
framr-4143	481	21	by	by	ADP
framr-4143	481	22	15–20	15–20	NUM
framr-4143	481	23	%	%	NOUN
framr-4143	481	24	and	and	CCONJ
framr-4143	481	25	on	on	ADP
framr-4143	481	26	-	-	PUNCT
framr-4143	481	27	time	time	NOUN
framr-4143	481	28	delivery	delivery	NOUN
framr-4143	481	29	increased	increase	VERB
framr-4143	481	30	by	by	ADP
framr-4143	481	31	10	10	NUM
framr-4143	481	32	%	%	NOUN
framr-4143	481	33	.	.	PUNCT
framr-4143	482	1	ford	ford	PROPN
framr-4143	482	2	uses	use	VERB
framr-4143	482	3	rfid	rfid	NOUN
framr-4143	482	4	systems	system	NOUN
framr-4143	482	5	across	across	ADP
framr-4143	482	6	its	its	PRON
framr-4143	482	7	supply	supply	NOUN
framr-4143	482	8	chains	chain	NOUN
framr-4143	482	9	to	to	PART
framr-4143	482	10	monitor	monitor	VERB
framr-4143	482	11	the	the	DET
framr-4143	482	12	position	position	NOUN
framr-4143	482	13	of	of	ADP
framr-4143	482	14	strategic	strategic	ADJ
framr-4143	482	15	components	component	NOUN
framr-4143	482	16	in	in	ADP
framr-4143	482	17	real	real	ADJ
framr-4143	482	18	-	-	PUNCT
framr-4143	482	19	time	time	NOUN
framr-4143	482	20	.	.	PUNCT
framr-4143	483	1	this	this	PRON
framr-4143	483	2	has	have	AUX
framr-4143	483	3	eliminated	eliminate	VERB
framr-4143	483	4	production	production	NOUN
framr-4143	483	5	delays	delay	NOUN
framr-4143	483	6	and	and	CCONJ
framr-4143	483	7	enhanced	enhance	VERB
framr-4143	483	8	the	the	DET
framr-4143	483	9	firm	firm	NOUN
framr-4143	483	10	’s	’s	PART
framr-4143	483	11	capacity	capacity	NOUN
framr-4143	483	12	to	to	PART
framr-4143	483	13	meet	meet	VERB
framr-4143	483	14	client	client	NOUN
framr-4143	483	15	needs	need	NOUN
framr-4143	483	16	(	(	PUNCT
framr-4143	483	17	mckinsey	mckinsey	NOUN
framr-4143	483	18	&	&	CCONJ
framr-4143	483	19	company	company	NOUN
framr-4143	483	20	,	,	PUNCT
framr-4143	483	21	2021a	2021a	NUM
framr-4143	483	22	)	)	PUNCT
framr-4143	483	23	.	.	PUNCT
framr-4143	484	1	it	it	PRON
framr-4143	484	2	also	also	ADV
framr-4143	484	3	helps	help	VERB
framr-4143	484	4	companies	company	NOUN
framr-4143	484	5	track	track	VERB
framr-4143	484	6	the	the	DET
framr-4143	484	7	performance	performance	NOUN
framr-4143	484	8	of	of	ADP
framr-4143	484	9	suppliers	supplier	NOUN
framr-4143	484	10	they	they	PRON
framr-4143	484	11	conduct	conduct	VERB
framr-4143	484	12	business	business	NOUN
framr-4143	484	13	with	with	ADP
framr-4143	484	14	by	by	ADP
framr-4143	484	15	tracking	track	VERB
framr-4143	484	16	their	their	PRON
framr-4143	484	17	suppliers	supplier	NOUN
framr-4143	484	18	’	’	PART
framr-4143	484	19	data	datum	NOUN
framr-4143	484	20	in	in	ADP
framr-4143	484	21	real	real	ADJ
framr-4143	484	22	time	time	NOUN
framr-4143	484	23	.	.	PUNCT
framr-4143	485	1	monitoring	monitor	VERB
framr-4143	485	2	the	the	DET
framr-4143	485	3	flow	flow	NOUN
framr-4143	485	4	of	of	ADP
framr-4143	485	5	goods	good	NOUN
framr-4143	485	6	from	from	ADP
framr-4143	485	7	suppliers	supplier	NOUN
framr-4143	485	8	enables	enable	VERB
framr-4143	485	9	firms	firm	NOUN
framr-4143	485	10	to	to	PART
framr-4143	485	11	predict	predict	VERB
framr-4143	485	12	bottlenecks	bottleneck	NOUN
framr-4143	485	13	in	in	ADP
framr-4143	485	14	the	the	DET
framr-4143	485	15	system	system	NOUN
framr-4143	485	16	accurately	accurately	ADV
framr-4143	485	17	and	and	CCONJ
framr-4143	485	18	take	take	VERB
framr-4143	485	19	action	action	NOUN
framr-4143	485	20	to	to	PART
framr-4143	485	21	minimize	minimize	VERB
framr-4143	485	22	lead	lead	NOUN
framr-4143	485	23	time	time	NOUN
framr-4143	485	24	.	.	PUNCT
framr-4143	486	1	unilever	unilever	PROPN
framr-4143	486	2	applies	apply	VERB
framr-4143	486	3	rfid	rfid	NOUN
framr-4143	486	4	technology	technology	NOUN
framr-4143	486	5	to	to	PART
framr-4143	486	6	monitor	monitor	VERB
framr-4143	486	7	its	its	PRON
framr-4143	486	8	suppliers	supplier	NOUN
framr-4143	486	9	'	'	PART
framr-4143	486	10	shipments	shipment	NOUN
framr-4143	486	11	and	and	CCONJ
framr-4143	486	12	avoid	avoid	VERB
framr-4143	486	13	potential	potential	ADJ
framr-4143	486	14	supply	supply	NOUN
framr-4143	486	15	chain	chain	NOUN
framr-4143	486	16	disruptions	disruption	NOUN
framr-4143	486	17	(	(	PUNCT
framr-4143	486	18	unilever	unilever	PROPN
framr-4143	486	19	,	,	PUNCT
framr-4143	486	20	2020	2020	NUM
framr-4143	486	21	)	)	PUNCT
framr-4143	486	22	.	.	PUNCT
framr-4143	487	1	3.6.5	3.6.5	X
framr-4143	487	2	.	.	PUNCT
framr-4143	487	3	retail	retail	ADJ
framr-4143	487	4	management	management	NOUN
framr-4143	487	5	rfid	rfid	NOUN
framr-4143	487	6	has	have	AUX
framr-4143	487	7	also	also	ADV
framr-4143	487	8	transformed	transform	VERB
framr-4143	487	9	retail	retail	ADJ
framr-4143	487	10	management	management	NOUN
framr-4143	487	11	by	by	ADP
framr-4143	487	12	providing	provide	VERB
framr-4143	487	13	retailers	retailer	NOUN
framr-4143	487	14	with	with	ADP
framr-4143	487	15	real	real	ADJ
framr-4143	487	16	-	-	PUNCT
framr-4143	487	17	time	time	NOUN
framr-4143	487	18	visibility	visibility	NOUN
framr-4143	487	19	into	into	ADP
framr-4143	487	20	inventory	inventory	NOUN
framr-4143	487	21	levels	level	NOUN
framr-4143	487	22	,	,	PUNCT
framr-4143	487	23	reducing	reduce	VERB
framr-4143	487	24	shrinkage	shrinkage	NOUN
framr-4143	487	25	,	,	PUNCT
framr-4143	487	26	and	and	CCONJ
framr-4143	487	27	improving	improve	VERB
framr-4143	487	28	customer	customer	NOUN
framr-4143	487	29	service	service	NOUN
framr-4143	487	30	.	.	PUNCT
framr-4143	488	1	in	in	ADP
framr-4143	488	2	retail	retail	ADJ
framr-4143	488	3	environments	environment	NOUN
framr-4143	488	4	,	,	PUNCT
framr-4143	488	5	rfid	rfid	NOUN
framr-4143	488	6	tags	tag	NOUN
framr-4143	488	7	can	can	AUX
framr-4143	488	8	be	be	AUX
framr-4143	488	9	used	use	VERB
framr-4143	488	10	to	to	PART
framr-4143	488	11	track	track	VERB
framr-4143	488	12	individual	individual	ADJ
framr-4143	488	13	products	product	NOUN
framr-4143	488	14	,	,	PUNCT
framr-4143	488	15	ensuring	ensure	VERB
framr-4143	488	16	that	that	SCONJ
framr-4143	488	17	shelves	shelf	NOUN
framr-4143	488	18	are	be	AUX
framr-4143	488	19	stocked	stock	VERB
framr-4143	488	20	and	and	CCONJ
framr-4143	488	21	that	that	SCONJ
framr-4143	488	22	customers	customer	NOUN
framr-4143	488	23	can	can	AUX
framr-4143	488	24	easily	easily	ADV
framr-4143	488	25	find	find	VERB
framr-4143	488	26	what	what	PRON
framr-4143	488	27	they	they	PRON
framr-4143	488	28	are	be	AUX
framr-4143	488	29	looking	look	VERB
framr-4143	488	30	for	for	ADP
framr-4143	488	31	.	.	PUNCT
framr-4143	489	1	a	a	DET
framr-4143	489	2	report	report	NOUN
framr-4143	489	3	by	by	ADP
framr-4143	489	4	gartner	gartner	PROPN
framr-4143	489	5	(	(	PUNCT
framr-4143	489	6	2022c	2022c	NUM
framr-4143	489	7	)	)	PUNCT
framr-4143	489	8	found	find	VERB
framr-4143	489	9	that	that	SCONJ
framr-4143	489	10	retailers	retailer	NOUN
framr-4143	489	11	using	use	VERB
framr-4143	489	12	rfid	rfid	NOUN
framr-4143	489	13	experienced	experience	VERB
framr-4143	489	14	a	a	DET
framr-4143	489	15	15	15	NUM
framr-4143	489	16	-	-	SYM
framr-4143	489	17	30	30	NUM
framr-4143	489	18	%	%	NOUN
framr-4143	489	19	reduction	reduction	NOUN
framr-4143	489	20	in	in	ADP
framr-4143	489	21	shrinkage	shrinkage	NOUN
framr-4143	489	22	and	and	CCONJ
framr-4143	489	23	a	a	DET
framr-4143	489	24	10	10	NUM
framr-4143	489	25	%	%	NOUN
framr-4143	489	26	improvement	improvement	NOUN
framr-4143	489	27	in	in	ADP
framr-4143	489	28	sales	sale	NOUN
framr-4143	489	29	due	due	ADP
framr-4143	489	30	to	to	ADP
framr-4143	489	31	better	well	ADJ
framr-4143	489	32	stock	stock	NOUN
framr-4143	489	33	visibility	visibility	NOUN
framr-4143	489	34	.	.	PUNCT
framr-4143	490	1	zara	zara	PROPN
framr-4143	490	2	,	,	PUNCT
framr-4143	490	3	a	a	DET
framr-4143	490	4	global	global	ADJ
framr-4143	490	5	fashion	fashion	NOUN
framr-4143	490	6	retailer	retailer	NOUN
framr-4143	490	7	,	,	PUNCT
framr-4143	490	8	has	have	AUX
framr-4143	490	9	implemented	implement	VERB
framr-4143	490	10	rfid	rfid	NOUN
framr-4143	490	11	in	in	ADP
framr-4143	490	12	its	its	PRON
framr-4143	490	13	stores	store	NOUN
framr-4143	490	14	to	to	PART
framr-4143	490	15	track	track	VERB
framr-4143	490	16	inventory	inventory	NOUN
framr-4143	490	17	in	in	ADP
framr-4143	490	18	real	real	ADJ
framr-4143	490	19	-	-	PUNCT
framr-4143	490	20	time	time	NOUN
framr-4143	490	21	.	.	PUNCT
framr-4143	491	1	by	by	ADP
framr-4143	491	2	providing	provide	VERB
framr-4143	491	3	accurate	accurate	ADJ
framr-4143	491	4	data	datum	NOUN
framr-4143	491	5	on	on	ADP
framr-4143	491	6	stock	stock	NOUN
framr-4143	491	7	levels	level	NOUN
framr-4143	491	8	,	,	PUNCT
framr-4143	491	9	zara	zara	PROPN
framr-4143	491	10	ensures	ensure	VERB
framr-4143	491	11	that	that	SCONJ
framr-4143	491	12	its	its	PRON
framr-4143	491	13	shelves	shelf	NOUN
framr-4143	491	14	are	be	AUX
framr-4143	491	15	always	always	ADV
framr-4143	491	16	stocked	stock	VERB
framr-4143	491	17	with	with	ADP
framr-4143	491	18	the	the	DET
framr-4143	491	19	right	right	ADJ
framr-4143	491	20	products	product	NOUN
framr-4143	491	21	,	,	PUNCT
framr-4143	491	22	reducing	reduce	VERB
framr-4143	491	23	stockouts	stockout	NOUN
framr-4143	491	24	and	and	CCONJ
framr-4143	491	25	improving	improve	VERB
framr-4143	491	26	customer	customer	NOUN
framr-4143	491	27	satisfaction	satisfaction	NOUN
framr-4143	491	28	(	(	PUNCT
framr-4143	491	29	gartner	gartner	NOUN
framr-4143	491	30	,	,	PUNCT
framr-4143	491	31	2022c	2022c	NUM
framr-4143	491	32	)	)	PUNCT
framr-4143	491	33	.	.	PUNCT
framr-4143	492	1	additionally	additionally	ADV
framr-4143	492	2	,	,	PUNCT
framr-4143	492	3	rfid	rfid	NOUN
framr-4143	492	4	enables	enable	NOUN
framr-4143	492	5	faster	fast	ADJ
framr-4143	492	6	checkout	checkout	NOUN
framr-4143	492	7	processes	process	NOUN
framr-4143	492	8	by	by	ADP
framr-4143	492	9	allowing	allow	VERB
framr-4143	492	10	retailers	retailer	NOUN
framr-4143	492	11	to	to	PART
framr-4143	492	12	scan	scan	VERB
framr-4143	492	13	multiple	multiple	ADJ
framr-4143	492	14	items	item	NOUN
framr-4143	492	15	at	at	ADP
framr-4143	492	16	once	once	ADV
framr-4143	492	17	,	,	PUNCT
framr-4143	492	18	reducing	reduce	VERB
framr-4143	492	19	wait	wait	NOUN
framr-4143	492	20	times	time	NOUN
framr-4143	492	21	for	for	ADP
framr-4143	492	22	customers	customer	NOUN
framr-4143	492	23	.	.	PUNCT
framr-4143	493	1	decathlon	decathlon	NOUN
framr-4143	493	2	,	,	PUNCT
framr-4143	493	3	a	a	DET
framr-4143	493	4	leading	lead	VERB
framr-4143	493	5	sporting	sporting	NOUN
framr-4143	493	6	goods	good	NOUN
framr-4143	493	7	retailer	retailer	NOUN
framr-4143	493	8	,	,	PUNCT
framr-4143	493	9	uses	use	VERB
framr-4143	493	10	rfid	rfid	NOUN
framr-4143	493	11	to	to	PART
framr-4143	493	12	enable	enable	VERB
framr-4143	493	13	self	self	NOUN
framr-4143	493	14	-	-	PUNCT
framr-4143	493	15	checkout	checkout	NOUN
framr-4143	493	16	in	in	ADP
framr-4143	493	17	its	its	PRON
framr-4143	493	18	stores	store	NOUN
framr-4143	493	19	.	.	PUNCT
framr-4143	494	1	customers	customer	NOUN
framr-4143	494	2	can	can	AUX
framr-4143	494	3	scan	scan	VERB
framr-4143	494	4	their	their	PRON
framr-4143	494	5	items	item	NOUN
framr-4143	494	6	with	with	ADP
framr-4143	494	7	an	an	DET
framr-4143	494	8	rfid	rfid	NOUN
framr-4143	494	9	reader	reader	NOUN
framr-4143	494	10	,	,	PUNCT
framr-4143	494	11	and	and	CCONJ
framr-4143	494	12	the	the	DET
framr-4143	494	13	system	system	NOUN
framr-4143	494	14	automatically	automatically	ADV
framr-4143	494	15	detects	detect	VERB
framr-4143	494	16	the	the	DET
framr-4143	494	17	products	product	NOUN
framr-4143	494	18	and	and	CCONJ
framr-4143	494	19	processes	process	VERB
framr-4143	494	20	the	the	DET
framr-4143	494	21	payment	payment	NOUN
framr-4143	494	22	.	.	PUNCT
framr-4143	495	1	this	this	PRON
framr-4143	495	2	has	have	AUX
framr-4143	495	3	improved	improve	VERB
framr-4143	495	4	the	the	DET
framr-4143	495	5	customer	customer	NOUN
framr-4143	495	6	experience	experience	NOUN
framr-4143	495	7	and	and	CCONJ
framr-4143	495	8	reduced	reduce	VERB
framr-4143	495	9	the	the	DET
framr-4143	495	10	time	time	NOUN
framr-4143	495	11	spent	spend	VERB
framr-4143	495	12	in	in	ADP
framr-4143	495	13	line	line	NOUN
framr-4143	495	14	by	by	ADP
framr-4143	495	15	30	30	NUM
framr-4143	495	16	%	%	NOUN
framr-4143	495	17	(	(	PUNCT
framr-4143	495	18	decathlon	decathlon	NOUN
framr-4143	495	19	,	,	PUNCT
framr-4143	495	20	2021	2021	NUM
framr-4143	495	21	)	)	PUNCT
framr-4143	495	22	.	.	PUNCT
framr-4143	496	1	3.7	3.7	NUM
framr-4143	496	2	.	.	PUNCT
framr-4143	496	3	robotics	robotic	NOUN
framr-4143	496	4	and	and	CCONJ
framr-4143	496	5	automation	automation	NOUN
framr-4143	496	6	in	in	ADP
framr-4143	496	7	supply	supply	NOUN
framr-4143	496	8	chain	chain	NOUN
framr-4143	496	9	management	management	NOUN
framr-4143	496	10	robotics	robotic	NOUN
framr-4143	496	11	and	and	CCONJ
framr-4143	496	12	automation	automation	NOUN
framr-4143	496	13	are	be	AUX
framr-4143	496	14	essential	essential	ADJ
framr-4143	496	15	strategic	strategic	ADJ
framr-4143	496	16	tools	tool	NOUN
framr-4143	496	17	in	in	ADP
framr-4143	496	18	today	today	NOUN
framr-4143	496	19	’s	’s	PART
framr-4143	496	20	scm	scm	PROPN
framr-4143	496	21	,	,	PUNCT
framr-4143	496	22	offering	offer	VERB
framr-4143	496	23	increased	increase	VERB
framr-4143	496	24	efficiency	efficiency	NOUN
framr-4143	496	25	,	,	PUNCT
framr-4143	496	26	accuracy	accuracy	NOUN
framr-4143	496	27	,	,	PUNCT
framr-4143	496	28	and	and	CCONJ
framr-4143	496	29	decreased	decrease	VERB
framr-4143	496	30	costs	cost	NOUN
framr-4143	496	31	.	.	PUNCT
framr-4143	497	1	with	with	ADP
framr-4143	497	2	technologies	technology	NOUN
framr-4143	497	3	like	like	ADP
framr-4143	497	4	as	as	ADP
framr-4143	497	5	/	/	SYM
framr-4143	497	6	rs	rs	ADJ
framr-4143	497	7	,	,	PUNCT
framr-4143	497	8	agvs	agv	NOUN
framr-4143	497	9	,	,	PUNCT
framr-4143	497	10	collaborative	collaborative	ADJ
framr-4143	497	11	robots	robot	NOUN
framr-4143	497	12	,	,	PUNCT
framr-4143	497	13	and	and	CCONJ
framr-4143	497	14	controls	control	NOUN
framr-4143	497	15	,	,	PUNCT
framr-4143	497	16	organizations	organization	NOUN
framr-4143	497	17	can	can	AUX
framr-4143	497	18	reduce	reduce	VERB
framr-4143	497	19	financial	financial	ADJ
framr-4143	497	20	risk	risk	NOUN
framr-4143	497	21	and	and	CCONJ
framr-4143	497	22	management	management	NOUN
framr-4143	497	23	reviews	review	NOUN
framr-4143	497	24	,	,	PUNCT
framr-4143	497	25	2025	2025	NUM
framr-4143	497	26	,	,	PUNCT
framr-4143	497	27	11(1	11(1	NUM
framr-4143	497	28	):	):	PUNCT
framr-4143	497	29	72	72	NUM
framr-4143	497	30	-	-	SYM
framr-4143	497	31	102	102	NUM
framr-4143	497	32	90	90	NUM
framr-4143	497	33	©	©	PROPN
framr-4143	497	34	2025	2025	NUM
framr-4143	497	35	conscientia	conscientia	PROPN
framr-4143	497	36	beam	beam	PROPN
framr-4143	497	37	.	.	PUNCT
framr-4143	498	1	all	all	DET
framr-4143	498	2	rights	right	NOUN
framr-4143	498	3	reserved	reserve	VERB
framr-4143	498	4	.	.	PUNCT
framr-4143	499	1	worker	worker	NOUN
framr-4143	499	2	intervention	intervention	NOUN
framr-4143	499	3	and	and	CCONJ
framr-4143	499	4	increase	increase	VERB
framr-4143	499	5	efficiency	efficiency	NOUN
framr-4143	499	6	.	.	PUNCT
framr-4143	500	1	this	this	DET
framr-4143	500	2	section	section	NOUN
framr-4143	500	3	critically	critically	ADV
framr-4143	500	4	evaluates	evaluate	VERB
framr-4143	500	5	the	the	DET
framr-4143	500	6	use	use	NOUN
framr-4143	500	7	of	of	ADP
framr-4143	500	8	robotics	robotic	NOUN
framr-4143	500	9	and	and	CCONJ
framr-4143	500	10	automation	automation	NOUN
framr-4143	500	11	in	in	ADP
framr-4143	500	12	the	the	DET
framr-4143	500	13	context	context	NOUN
framr-4143	500	14	of	of	ADP
framr-4143	500	15	supply	supply	NOUN
framr-4143	500	16	chain	chain	NOUN
framr-4143	500	17	management	management	NOUN
framr-4143	500	18	,	,	PUNCT
framr-4143	500	19	with	with	ADP
framr-4143	500	20	special	special	ADJ
framr-4143	500	21	consideration	consideration	NOUN
framr-4143	500	22	given	give	VERB
framr-4143	500	23	to	to	ADP
framr-4143	500	24	warehouse	warehouse	NOUN
framr-4143	500	25	management	management	NOUN
framr-4143	500	26	,	,	PUNCT
framr-4143	500	27	automation	automation	NOUN
framr-4143	500	28	,	,	PUNCT
framr-4143	500	29	and	and	CCONJ
framr-4143	500	30	supervisory	supervisory	ADJ
framr-4143	500	31	control	control	NOUN
framr-4143	500	32	.	.	PUNCT
framr-4143	501	1	3.7.1	3.7.1	X
framr-4143	501	2	.	.	PUNCT
framr-4143	501	3	warehouse	warehouse	NOUN
framr-4143	501	4	management	management	NOUN
framr-4143	501	5	there	there	PRON
framr-4143	501	6	has	have	AUX
framr-4143	501	7	been	be	AUX
framr-4143	501	8	tremendous	tremendous	ADJ
framr-4143	501	9	change	change	NOUN
framr-4143	501	10	in	in	ADP
framr-4143	501	11	warehouse	warehouse	NOUN
framr-4143	501	12	management	management	NOUN
framr-4143	501	13	brought	bring	VERB
framr-4143	501	14	about	about	ADP
framr-4143	501	15	by	by	ADP
framr-4143	501	16	robotics	robotic	NOUN
framr-4143	501	17	and	and	CCONJ
framr-4143	501	18	automation	automation	NOUN
framr-4143	501	19	.	.	PUNCT
framr-4143	502	1	warehouse	warehouse	NOUN
framr-4143	502	2	management	management	NOUN
framr-4143	502	3	needed	need	VERB
framr-4143	502	4	manual	manual	ADJ
framr-4143	502	5	effort	effort	NOUN
framr-4143	502	6	from	from	ADP
framr-4143	502	7	people	people	NOUN
framr-4143	502	8	in	in	ADP
framr-4143	502	9	the	the	DET
framr-4143	502	10	past	past	NOUN
framr-4143	502	11	,	,	PUNCT
framr-4143	502	12	and	and	CCONJ
framr-4143	502	13	this	this	PRON
framr-4143	502	14	is	be	AUX
framr-4143	502	15	quite	quite	DET
framr-4143	502	16	a	a	DET
framr-4143	502	17	disadvantage	disadvantage	NOUN
framr-4143	502	18	since	since	SCONJ
framr-4143	502	19	it	it	PRON
framr-4143	502	20	is	be	AUX
framr-4143	502	21	time	time	NOUN
framr-4143	502	22	-	-	PUNCT
framr-4143	502	23	consuming	consume	VERB
framr-4143	502	24	and	and	CCONJ
framr-4143	502	25	prone	prone	ADJ
framr-4143	502	26	to	to	ADP
framr-4143	502	27	errors	error	NOUN
framr-4143	502	28	,	,	PUNCT
framr-4143	502	29	thus	thus	ADV
framr-4143	502	30	increasing	increase	VERB
framr-4143	502	31	the	the	DET
framr-4143	502	32	cost	cost	NOUN
framr-4143	502	33	of	of	ADP
framr-4143	502	34	running	run	VERB
framr-4143	502	35	the	the	DET
framr-4143	502	36	whole	whole	ADJ
framr-4143	502	37	process	process	NOUN
framr-4143	502	38	.	.	PUNCT
framr-4143	503	1	today	today	NOUN
framr-4143	503	2	,	,	PUNCT
framr-4143	503	3	robotics	robotic	NOUN
framr-4143	503	4	has	have	AUX
framr-4143	503	5	enabled	enable	VERB
framr-4143	503	6	companies	company	NOUN
framr-4143	503	7	to	to	PART
framr-4143	503	8	enhance	enhance	VERB
framr-4143	503	9	processes	process	NOUN
framr-4143	503	10	,	,	PUNCT
framr-4143	503	11	including	include	VERB
framr-4143	503	12	picking	picking	NOUN
framr-4143	503	13	,	,	PUNCT
framr-4143	503	14	packing	packing	NOUN
framr-4143	503	15	,	,	PUNCT
framr-4143	503	16	and	and	CCONJ
framr-4143	503	17	inventory	inventory	NOUN
framr-4143	503	18	control	control	NOUN
framr-4143	503	19	.	.	PUNCT
framr-4143	504	1	dhaliwal	dhaliwal	PROPN
framr-4143	504	2	(	(	PUNCT
framr-4143	504	3	2020	2020	NUM
framr-4143	504	4	)	)	PUNCT
framr-4143	504	5	states	state	VERB
framr-4143	504	6	that	that	SCONJ
framr-4143	504	7	the	the	DET
framr-4143	504	8	use	use	NOUN
framr-4143	504	9	of	of	ADP
framr-4143	504	10	robots	robot	NOUN
framr-4143	504	11	in	in	ADP
framr-4143	504	12	warehouses	warehouse	NOUN
framr-4143	504	13	has	have	AUX
framr-4143	504	14	helped	help	VERB
framr-4143	504	15	to	to	PART
framr-4143	504	16	act	act	VERB
framr-4143	504	17	as	as	SCONJ
framr-4143	504	18	robots	robot	NOUN
framr-4143	504	19	to	to	PART
framr-4143	504	20	increase	increase	VERB
framr-4143	504	21	productivity	productivity	NOUN
framr-4143	504	22	by	by	ADP
framr-4143	504	23	30	30	NUM
framr-4143	504	24	%	%	NOUN
framr-4143	504	25	while	while	NOUN
framr-4143	504	26	,	,	PUNCT
framr-4143	504	27	at	at	ADP
framr-4143	504	28	the	the	DET
framr-4143	504	29	same	same	ADJ
framr-4143	504	30	time	time	NOUN
framr-4143	504	31	,	,	PUNCT
framr-4143	504	32	cutting	cut	VERB
framr-4143	504	33	down	down	ADP
framr-4143	504	34	the	the	DET
framr-4143	504	35	costs	cost	NOUN
framr-4143	504	36	of	of	ADP
framr-4143	504	37	human	human	ADJ
framr-4143	504	38	labor	labor	NOUN
framr-4143	504	39	by	by	ADP
framr-4143	504	40	20	20	NUM
framr-4143	504	41	%	%	NOUN
framr-4143	504	42	.	.	PUNCT
framr-4143	505	1	amazon	amazon	NOUN
framr-4143	505	2	is	be	AUX
framr-4143	505	3	a	a	DET
framr-4143	505	4	clear	clear	ADJ
framr-4143	505	5	example	example	NOUN
framr-4143	505	6	of	of	ADP
framr-4143	505	7	this	this	PRON
framr-4143	505	8	,	,	PUNCT
framr-4143	505	9	having	having	AUX
framr-4143	505	10	implemented	implement	VERB
framr-4143	505	11	the	the	DET
framr-4143	505	12	use	use	NOUN
framr-4143	505	13	of	of	ADP
framr-4143	505	14	robotic	robotic	ADJ
framr-4143	505	15	arms	arm	NOUN
framr-4143	505	16	,	,	PUNCT
framr-4143	505	17	as	as	ADV
framr-4143	505	18	well	well	ADV
framr-4143	505	19	as	as	ADP
framr-4143	505	20	mobile	mobile	ADJ
framr-4143	505	21	robots	robot	NOUN
framr-4143	505	22	within	within	ADP
framr-4143	505	23	its	its	PRON
framr-4143	505	24	fulfillment	fulfillment	NOUN
framr-4143	505	25	centers	center	NOUN
framr-4143	505	26	.	.	PUNCT
framr-4143	506	1	these	these	DET
framr-4143	506	2	operation	operation	NOUN
framr-4143	506	3	robots	robot	NOUN
framr-4143	506	4	are	be	AUX
framr-4143	506	5	companions	companion	NOUN
framr-4143	506	6	with	with	ADP
framr-4143	506	7	human	human	ADJ
framr-4143	506	8	employees	employee	NOUN
framr-4143	506	9	to	to	PART
framr-4143	506	10	minimize	minimize	VERB
framr-4143	506	11	mistakes	mistake	NOUN
framr-4143	506	12	and	and	CCONJ
framr-4143	506	13	enhance	enhance	VERB
framr-4143	506	14	order	order	NOUN
framr-4143	506	15	fulfillment	fulfillment	NOUN
framr-4143	506	16	(	(	PUNCT
framr-4143	506	17	dhaliwal	dhaliwal	PROPN
framr-4143	506	18	,	,	PUNCT
framr-4143	506	19	2020	2020	NUM
framr-4143	506	20	)	)	PUNCT
framr-4143	506	21	.	.	PUNCT
framr-4143	507	1	awareness	awareness	NOUN
framr-4143	507	2	can	can	AUX
framr-4143	507	3	also	also	ADV
framr-4143	507	4	be	be	AUX
framr-4143	507	5	constant	constant	ADJ
framr-4143	507	6	because	because	SCONJ
framr-4143	507	7	robots	robot	NOUN
framr-4143	507	8	do	do	AUX
framr-4143	507	9	not	not	PART
framr-4143	507	10	require	require	VERB
framr-4143	507	11	any	any	DET
framr-4143	507	12	rest	rest	NOUN
framr-4143	507	13	,	,	PUNCT
framr-4143	507	14	thus	thus	ADV
framr-4143	507	15	making	make	VERB
framr-4143	507	16	the	the	DET
framr-4143	507	17	operations	operation	NOUN
framr-4143	507	18	in	in	ADP
framr-4143	507	19	the	the	DET
framr-4143	507	20	warehouse	warehouse	NOUN
framr-4143	507	21	efficient	efficient	ADJ
framr-4143	507	22	.	.	PUNCT
framr-4143	508	1	mckinsey	mckinsey	NOUN
framr-4143	508	2	&	&	CCONJ
framr-4143	508	3	company	company	PROPN
framr-4143	508	4	(	(	PUNCT
framr-4143	508	5	2021e	2021e	NUM
framr-4143	508	6	)	)	PUNCT
framr-4143	508	7	revealed	reveal	VERB
framr-4143	508	8	that	that	SCONJ
framr-4143	508	9	firms	firm	NOUN
framr-4143	508	10	implementing	implement	VERB
framr-4143	508	11	robotic	robotic	ADJ
framr-4143	508	12	systems	system	NOUN
framr-4143	508	13	in	in	ADP
framr-4143	508	14	warehousing	warehousing	NOUN
framr-4143	508	15	cut	cut	VERB
framr-4143	508	16	the	the	DET
framr-4143	508	17	processing	processing	NOUN
framr-4143	508	18	time	time	NOUN
framr-4143	508	19	by	by	ADP
framr-4143	508	20	25	25	NUM
framr-4143	508	21	%	%	NOUN
framr-4143	508	22	while	while	SCONJ
framr-4143	508	23	achieving	achieve	VERB
framr-4143	508	24	15	15	NUM
framr-4143	508	25	%	%	NOUN
framr-4143	508	26	warehouse	warehouse	NOUN
framr-4143	508	27	efficiency	efficiency	NOUN
framr-4143	508	28	.	.	PUNCT
framr-4143	509	1	this	this	DET
framr-4143	509	2	level	level	NOUN
framr-4143	509	3	of	of	ADP
framr-4143	509	4	automation	automation	NOUN
framr-4143	509	5	assists	assist	VERB
framr-4143	509	6	businesses	business	NOUN
framr-4143	509	7	in	in	ADP
framr-4143	509	8	working	work	VERB
framr-4143	509	9	with	with	ADP
framr-4143	509	10	increased	increase	VERB
framr-4143	509	11	numbers	number	NOUN
framr-4143	509	12	of	of	ADP
framr-4143	509	13	products	product	NOUN
framr-4143	509	14	without	without	ADP
framr-4143	509	15	compromising	compromise	VERB
framr-4143	509	16	accuracy	accuracy	NOUN
framr-4143	509	17	and	and	CCONJ
framr-4143	509	18	speed	speed	NOUN
framr-4143	509	19	(	(	PUNCT
framr-4143	509	20	mckinsey	mckinsey	NOUN
framr-4143	509	21	&	&	CCONJ
framr-4143	509	22	company	company	PROPN
framr-4143	509	23	,	,	PUNCT
framr-4143	509	24	2021b	2021b	NUM
framr-4143	509	25	)	)	PUNCT
framr-4143	509	26	.	.	PUNCT
framr-4143	510	1	3.7.2	3.7.2	NUM
framr-4143	510	2	.	.	PUNCT
framr-4143	510	3	automated	automate	VERB
framr-4143	510	4	storage	storage	NOUN
framr-4143	510	5	and	and	CCONJ
framr-4143	510	6	retrieval	retrieval	NOUN
framr-4143	510	7	systems	system	NOUN
framr-4143	510	8	(	(	PUNCT
framr-4143	510	9	as	as	ADP
framr-4143	510	10	/	/	SYM
framr-4143	510	11	rs	rs	NOUN
framr-4143	510	12	)	)	PUNCT
framr-4143	510	13	automated	automate	VERB
framr-4143	510	14	storage	storage	NOUN
framr-4143	510	15	and	and	CCONJ
framr-4143	510	16	retrieval	retrieval	NOUN
framr-4143	510	17	systems	system	NOUN
framr-4143	510	18	are	be	AUX
framr-4143	510	19	one	one	NUM
framr-4143	510	20	of	of	ADP
framr-4143	510	21	the	the	DET
framr-4143	510	22	significant	significant	ADJ
framr-4143	510	23	categories	category	NOUN
framr-4143	510	24	of	of	ADP
framr-4143	510	25	warehouse	warehouse	NOUN
framr-4143	510	26	automation	automation	NOUN
framr-4143	510	27	systems	system	NOUN
framr-4143	510	28	that	that	PRON
framr-4143	510	29	find	find	VERB
framr-4143	510	30	applications	application	NOUN
framr-4143	510	31	in	in	ADP
framr-4143	510	32	the	the	DET
framr-4143	510	33	appropriate	appropriate	ADJ
framr-4143	510	34	picking	picking	NOUN
framr-4143	510	35	of	of	ADP
framr-4143	510	36	stored	store	VERB
framr-4143	510	37	products	product	NOUN
framr-4143	510	38	,	,	PUNCT
framr-4143	510	39	especially	especially	ADV
framr-4143	510	40	those	those	PRON
framr-4143	510	41	with	with	ADP
framr-4143	510	42	high	high	ADJ
framr-4143	510	43	cube	cube	NOUN
framr-4143	510	44	utilization	utilization	NOUN
framr-4143	510	45	but	but	CCONJ
framr-4143	510	46	requiring	require	VERB
framr-4143	510	47	low	low	ADJ
framr-4143	510	48	order	order	NOUN
framr-4143	510	49	selection	selection	NOUN
framr-4143	510	50	variety	variety	NOUN
framr-4143	510	51	.	.	PUNCT
framr-4143	511	1	as	as	SCONJ
framr-4143	511	2	/	/	SYM
framr-4143	511	3	rs	rs	NOUN
framr-4143	511	4	systems	system	NOUN
framr-4143	511	5	involve	involve	VERB
framr-4143	511	6	the	the	DET
framr-4143	511	7	storage	storage	NOUN
framr-4143	511	8	and	and	CCONJ
framr-4143	511	9	retrieval	retrieval	NOUN
framr-4143	511	10	of	of	ADP
framr-4143	511	11	goods	good	NOUN
framr-4143	511	12	and	and	CCONJ
framr-4143	511	13	products	product	NOUN
framr-4143	511	14	by	by	ADP
framr-4143	511	15	manual	manual	ADJ
framr-4143	511	16	handling	handling	NOUN
framr-4143	511	17	equipment	equipment	NOUN
framr-4143	511	18	without	without	ADP
framr-4143	511	19	the	the	DET
framr-4143	511	20	intervention	intervention	NOUN
framr-4143	511	21	of	of	ADP
framr-4143	511	22	man	man	NOUN
framr-4143	511	23	and	and	CCONJ
framr-4143	511	24	,	,	PUNCT
framr-4143	511	25	hence	hence	ADV
framr-4143	511	26	,	,	PUNCT
framr-4143	511	27	the	the	DET
framr-4143	511	28	use	use	NOUN
framr-4143	511	29	of	of	ADP
framr-4143	511	30	robotic	robotic	ADJ
framr-4143	511	31	systems	system	NOUN
framr-4143	511	32	to	to	PART
framr-4143	511	33	move	move	VERB
framr-4143	511	34	goods	good	NOUN
framr-4143	511	35	in	in	ADP
framr-4143	511	36	a	a	DET
framr-4143	511	37	particular	particular	ADJ
framr-4143	511	38	warehouse	warehouse	NOUN
framr-4143	511	39	.	.	PUNCT
framr-4143	512	1	this	this	PRON
framr-4143	512	2	saves	save	VERB
framr-4143	512	3	time	time	NOUN
framr-4143	512	4	,	,	PUNCT
framr-4143	512	5	helps	help	VERB
framr-4143	512	6	avoid	avoid	VERB
framr-4143	512	7	contact	contact	NOUN
framr-4143	512	8	with	with	ADP
framr-4143	512	9	people	people	NOUN
framr-4143	512	10	,	,	PUNCT
framr-4143	512	11	and	and	CCONJ
framr-4143	512	12	ensures	ensure	VERB
framr-4143	512	13	the	the	DET
framr-4143	512	14	compactness	compactness	NOUN
framr-4143	512	15	of	of	ADP
framr-4143	512	16	the	the	DET
framr-4143	512	17	storage	storage	NOUN
framr-4143	512	18	space	space	NOUN
framr-4143	512	19	.	.	PUNCT
framr-4143	513	1	deloitte	deloitte	PROPN
framr-4143	513	2	(	(	PUNCT
framr-4143	513	3	2021a	2021a	NUM
framr-4143	513	4	)	)	PUNCT
framr-4143	513	5	reported	report	VERB
framr-4143	513	6	that	that	SCONJ
framr-4143	513	7	,	,	PUNCT
framr-4143	513	8	companies	company	NOUN
framr-4143	513	9	that	that	PRON
framr-4143	513	10	employed	employ	VERB
framr-4143	513	11	as	as	ADP
framr-4143	513	12	/	/	SYM
framr-4143	513	13	rs	rs	NOUN
framr-4143	513	14	garnered	garner	VERB
framr-4143	513	15	a	a	DET
framr-4143	513	16	40	40	NUM
framr-4143	513	17	%	%	NOUN
framr-4143	513	18	reduction	reduction	NOUN
framr-4143	513	19	in	in	ADP
framr-4143	513	20	storage	storage	NOUN
framr-4143	513	21	area	area	NOUN
framr-4143	513	22	footprint	footprint	NOUN
framr-4143	513	23	and	and	CCONJ
framr-4143	513	24	a	a	DET
framr-4143	513	25	30	30	NUM
framr-4143	513	26	%	%	NOUN
framr-4143	513	27	improvement	improvement	NOUN
framr-4143	513	28	in	in	ADP
framr-4143	513	29	throughput	throughput	NOUN
framr-4143	513	30	.	.	PUNCT
framr-4143	514	1	for	for	ADP
framr-4143	514	2	example	example	NOUN
framr-4143	514	3	,	,	PUNCT
framr-4143	514	4	walmart	walmart	PROPN
framr-4143	514	5	utilized	utilize	VERB
framr-4143	514	6	this	this	DET
framr-4143	514	7	technology	technology	NOUN
framr-4143	514	8	in	in	ADP
framr-4143	514	9	its	its	PRON
framr-4143	514	10	warehouses	warehouse	NOUN
framr-4143	514	11	to	to	PART
framr-4143	514	12	enhance	enhance	VERB
framr-4143	514	13	stock	stock	NOUN
framr-4143	514	14	control	control	NOUN
framr-4143	514	15	.	.	PUNCT
framr-4143	515	1	such	such	ADJ
framr-4143	515	2	systems	system	NOUN
framr-4143	515	3	help	help	VERB
framr-4143	515	4	walmart	walmart	NOUN
framr-4143	515	5	increase	increase	VERB
framr-4143	515	6	the	the	DET
framr-4143	515	7	density	density	NOUN
framr-4143	515	8	of	of	ADP
framr-4143	515	9	specific	specific	ADJ
framr-4143	515	10	products	product	NOUN
framr-4143	515	11	while	while	SCONJ
framr-4143	515	12	improving	improve	VERB
framr-4143	515	13	efficiency	efficiency	NOUN
framr-4143	515	14	in	in	ADP
framr-4143	515	15	picking	picking	NOUN
framr-4143	515	16	and	and	CCONJ
framr-4143	515	17	space	space	NOUN
framr-4143	515	18	search	search	NOUN
framr-4143	515	19	(	(	PUNCT
framr-4143	515	20	deloitte	deloitte	NOUN
framr-4143	515	21	,	,	PUNCT
framr-4143	515	22	2021a	2021a	NUM
framr-4143	515	23	)	)	PUNCT
framr-4143	515	24	.	.	PUNCT
framr-4143	516	1	the	the	DET
framr-4143	516	2	use	use	NOUN
framr-4143	516	3	of	of	ADP
framr-4143	516	4	as	as	ADP
framr-4143	516	5	/	/	SYM
framr-4143	516	6	rs	rs	NOUN
framr-4143	516	7	systems	system	NOUN
framr-4143	516	8	also	also	ADV
framr-4143	516	9	has	have	VERB
framr-4143	516	10	another	another	DET
framr-4143	516	11	advantage	advantage	NOUN
framr-4143	516	12	:	:	PUNCT
framr-4143	516	13	the	the	DET
framr-4143	516	14	time	time	NOUN
framr-4143	516	15	it	it	PRON
framr-4143	516	16	takes	take	VERB
framr-4143	516	17	to	to	PART
framr-4143	516	18	fulfill	fulfill	VERB
framr-4143	516	19	an	an	DET
framr-4143	516	20	order	order	NOUN
framr-4143	516	21	is	be	AUX
framr-4143	516	22	also	also	ADV
framr-4143	516	23	reduced	reduce	VERB
framr-4143	516	24	.	.	PUNCT
framr-4143	517	1	when	when	SCONJ
framr-4143	517	2	using	use	VERB
framr-4143	517	3	automated	automate	VERB
framr-4143	517	4	retrieval	retrieval	NOUN
framr-4143	517	5	systems	system	NOUN
framr-4143	517	6	,	,	PUNCT
framr-4143	517	7	karpova	karpova	X
framr-4143	517	8	(	(	PUNCT
framr-4143	517	9	2022	2022	NUM
framr-4143	517	10	)	)	PUNCT
framr-4143	517	11	showed	show	VERB
framr-4143	517	12	that	that	SCONJ
framr-4143	517	13	picking	picking	NOUN
framr-4143	517	14	times	time	NOUN
framr-4143	517	15	were	be	AUX
framr-4143	517	16	reduced	reduce	VERB
framr-4143	517	17	to	to	ADP
framr-4143	517	18	half	half	NOUN
framr-4143	517	19	,	,	PUNCT
framr-4143	517	20	thus	thus	ADV
framr-4143	517	21	enabling	enable	VERB
framr-4143	517	22	companies	company	NOUN
framr-4143	517	23	to	to	PART
framr-4143	517	24	respond	respond	VERB
framr-4143	517	25	effectively	effectively	ADV
framr-4143	517	26	to	to	ADP
framr-4143	517	27	increased	increase	VERB
framr-4143	517	28	customer	customer	NOUN
framr-4143	517	29	demand	demand	NOUN
framr-4143	517	30	for	for	ADP
framr-4143	517	31	expeditious	expeditious	ADJ
framr-4143	517	32	deliveries	delivery	NOUN
framr-4143	517	33	.	.	PUNCT
framr-4143	518	1	besides	besides	SCONJ
framr-4143	518	2	,	,	PUNCT
framr-4143	518	3	these	these	DET
framr-4143	518	4	systems	system	NOUN
framr-4143	518	5	can	can	AUX
framr-4143	518	6	work	work	VERB
framr-4143	518	7	in	in	ADP
framr-4143	518	8	various	various	ADJ
framr-4143	518	9	hostile	hostile	ADJ
framr-4143	518	10	environments	environment	NOUN
framr-4143	518	11	,	,	PUNCT
framr-4143	518	12	for	for	ADP
framr-4143	518	13	example	example	NOUN
framr-4143	518	14	,	,	PUNCT
framr-4143	518	15	in	in	ADP
framr-4143	518	16	refrigerated	refrigerate	VERB
framr-4143	518	17	warehouses	warehouse	NOUN
framr-4143	518	18	where	where	SCONJ
framr-4143	518	19	people	people	NOUN
framr-4143	518	20	can	can	AUX
framr-4143	518	21	work	work	VERB
framr-4143	518	22	with	with	ADP
framr-4143	518	23	some	some	DET
framr-4143	518	24	constraints	constraint	NOUN
framr-4143	518	25	(	(	PUNCT
framr-4143	518	26	karpova	karpova	PROPN
framr-4143	518	27	,	,	PUNCT
framr-4143	518	28	2022	2022	NUM
framr-4143	518	29	)	)	PUNCT
framr-4143	518	30	.	.	PUNCT
framr-4143	519	1	3.7.3	3.7.3	X
framr-4143	519	2	.	.	PUNCT
framr-4143	519	3	automated	automate	VERB
framr-4143	519	4	guided	guide	VERB
framr-4143	519	5	vehicles	vehicle	NOUN
framr-4143	519	6	(	(	PUNCT
framr-4143	519	7	agvs	agvs	PROPN
framr-4143	519	8	)	)	PUNCT
framr-4143	519	9	automated	automate	VERB
framr-4143	519	10	guided	guide	VERB
framr-4143	519	11	vehicles	vehicle	NOUN
framr-4143	519	12	(	(	PUNCT
framr-4143	519	13	agvs	agvs	PROPN
framr-4143	519	14	)	)	PUNCT
framr-4143	519	15	are	be	AUX
framr-4143	519	16	a	a	DET
framr-4143	519	17	standard	standard	ADJ
framr-4143	519	18	supply	supply	NOUN
framr-4143	519	19	chain	chain	NOUN
framr-4143	519	20	technology	technology	NOUN
framr-4143	519	21	used	use	VERB
framr-4143	519	22	to	to	PART
framr-4143	519	23	transport	transport	VERB
framr-4143	519	24	materials	material	NOUN
framr-4143	519	25	within	within	ADP
framr-4143	519	26	a	a	DET
framr-4143	519	27	warehouse	warehouse	NOUN
framr-4143	519	28	,	,	PUNCT
framr-4143	519	29	factory	factory	NOUN
framr-4143	519	30	,	,	PUNCT
framr-4143	519	31	and	and	CCONJ
framr-4143	519	32	distribution	distribution	NOUN
framr-4143	519	33	center	center	NOUN
framr-4143	519	34	.	.	PUNCT
framr-4143	520	1	partially	partially	ADV
framr-4143	520	2	automated	automate	VERB
framr-4143	520	3	guided	guide	VERB
framr-4143	520	4	vehicles	vehicle	NOUN
framr-4143	520	5	,	,	PUNCT
framr-4143	520	6	or	or	CCONJ
framr-4143	520	7	agvs	agv	NOUN
framr-4143	520	8	for	for	ADP
framr-4143	520	9	short	short	ADJ
framr-4143	520	10	,	,	PUNCT
framr-4143	520	11	move	move	VERB
framr-4143	520	12	along	along	ADP
framr-4143	520	13	specific	specific	ADJ
framr-4143	520	14	tracks	track	NOUN
framr-4143	520	15	that	that	PRON
framr-4143	520	16	may	may	AUX
framr-4143	520	17	be	be	AUX
framr-4143	520	18	marked	mark	VERB
framr-4143	520	19	using	use	VERB
framr-4143	520	20	sensors	sensor	NOUN
framr-4143	520	21	,	,	PUNCT
framr-4143	520	22	lasers	laser	NOUN
framr-4143	520	23	,	,	PUNCT
framr-4143	520	24	or	or	CCONJ
framr-4143	520	25	magnetic	magnetic	ADJ
framr-4143	520	26	strips	strip	NOUN
framr-4143	520	27	,	,	PUNCT
framr-4143	520	28	thus	thus	ADV
framr-4143	520	29	reducing	reduce	VERB
framr-4143	520	30	the	the	DET
framr-4143	520	31	need	need	NOUN
framr-4143	520	32	for	for	ADP
framr-4143	520	33	human	human	ADJ
framr-4143	520	34	control	control	NOUN
framr-4143	520	35	.	.	PUNCT
framr-4143	521	1	these	these	DET
framr-4143	521	2	vehicles	vehicle	NOUN
framr-4143	521	3	can	can	AUX
framr-4143	521	4	lift	lift	VERB
framr-4143	521	5	large	large	ADJ
framr-4143	521	6	loads	load	NOUN
framr-4143	521	7	,	,	PUNCT
framr-4143	521	8	which	which	PRON
framr-4143	521	9	will	will	AUX
framr-4143	521	10	help	help	VERB
framr-4143	521	11	eliminate	eliminate	VERB
framr-4143	521	12	some	some	PRON
framr-4143	521	13	of	of	ADP
framr-4143	521	14	the	the	DET
framr-4143	521	15	handling	handling	NOUN
framr-4143	521	16	equipment	equipment	NOUN
framr-4143	521	17	,	,	PUNCT
framr-4143	521	18	such	such	ADJ
framr-4143	521	19	as	as	ADP
framr-4143	521	20	forklifts	forklift	NOUN
framr-4143	521	21	.	.	PUNCT
framr-4143	522	1	guru	guru	NOUN
framr-4143	522	2	,	,	PUNCT
framr-4143	522	3	khan	khan	PROPN
framr-4143	522	4	,	,	PUNCT
framr-4143	522	5	and	and	CCONJ
framr-4143	522	6	deshmukh	deshmukh	PROPN
framr-4143	522	7	(	(	PUNCT
framr-4143	522	8	2018	2018	NUM
framr-4143	522	9	)	)	PUNCT
framr-4143	522	10	have	have	AUX
framr-4143	522	11	indicated	indicate	VERB
framr-4143	522	12	that	that	SCONJ
framr-4143	522	13	companies	company	NOUN
framr-4143	522	14	using	use	VERB
framr-4143	522	15	agvs	agv	NOUN
framr-4143	522	16	have	have	AUX
framr-4143	522	17	experienced	experience	VERB
framr-4143	522	18	a	a	DET
framr-4143	522	19	20	20	NUM
framr-4143	522	20	%	%	NOUN
framr-4143	522	21	decrease	decrease	NOUN
framr-4143	522	22	in	in	ADP
framr-4143	522	23	material	material	NOUN
framr-4143	522	24	handling	handling	NOUN
framr-4143	522	25	costs	cost	NOUN
framr-4143	522	26	and	and	CCONJ
framr-4143	522	27	an	an	DET
framr-4143	522	28	increase	increase	NOUN
framr-4143	522	29	in	in	ADP
framr-4143	522	30	operational	operational	ADJ
framr-4143	522	31	efficiency	efficiency	NOUN
framr-4143	522	32	by	by	ADP
framr-4143	522	33	15	15	NUM
framr-4143	522	34	%	%	NOUN
framr-4143	522	35	,	,	PUNCT
framr-4143	522	36	as	as	SCONJ
framr-4143	522	37	supported	support	VERB
framr-4143	522	38	by	by	ADP
framr-4143	522	39	bechtsis	bechtsis	NOUN
framr-4143	522	40	,	,	PUNCT
framr-4143	522	41	tsolakis	tsolaki	NOUN
framr-4143	522	42	,	,	PUNCT
framr-4143	522	43	vlachos	vlachos	ADJ
framr-4143	522	44	,	,	PUNCT
framr-4143	522	45	and	and	CCONJ
framr-4143	522	46	iakovou	iakovou	PROPN
framr-4143	522	47	(	(	PUNCT
framr-4143	522	48	2017	2017	NUM
framr-4143	522	49	)	)	PUNCT
framr-4143	522	50	.	.	PUNCT
framr-4143	523	1	toyota	toyota	PROPN
framr-4143	523	2	employs	employ	VERB
framr-4143	523	3	agvs	agv	NOUN
framr-4143	523	4	in	in	ADP
framr-4143	523	5	all	all	DET
framr-4143	523	6	its	its	PRON
framr-4143	523	7	manufacturing	manufacturing	NOUN
framr-4143	523	8	facilities	facility	NOUN
framr-4143	523	9	to	to	PART
framr-4143	523	10	move	move	VERB
framr-4143	523	11	parts	part	NOUN
framr-4143	523	12	from	from	ADP
framr-4143	523	13	assembly	assembly	NOUN
framr-4143	523	14	financial	financial	ADJ
framr-4143	523	15	risk	risk	NOUN
framr-4143	523	16	and	and	CCONJ
framr-4143	523	17	management	management	NOUN
framr-4143	523	18	reviews	review	NOUN
framr-4143	523	19	,	,	PUNCT
framr-4143	523	20	2025	2025	NUM
framr-4143	523	21	,	,	PUNCT
framr-4143	523	22	11(1	11(1	NUM
framr-4143	523	23	):	):	PUNCT
framr-4143	523	24	72	72	NUM
framr-4143	523	25	-	-	SYM
framr-4143	523	26	102	102	NUM
framr-4143	523	27	91	91	NUM
framr-4143	523	28	©	©	PROPN
framr-4143	523	29	2025	2025	NUM
framr-4143	523	30	conscientia	conscientia	PROPN
framr-4143	523	31	beam	beam	PROPN
framr-4143	523	32	.	.	PUNCT
framr-4143	524	1	all	all	DET
framr-4143	524	2	rights	right	NOUN
framr-4143	524	3	reserved	reserve	VERB
framr-4143	524	4	.	.	PUNCT
framr-4143	525	1	lines	line	NOUN
framr-4143	525	2	to	to	ADP
framr-4143	525	3	stores	store	NOUN
framr-4143	525	4	.	.	PUNCT
framr-4143	526	1	by	by	ADP
framr-4143	526	2	implementing	implement	VERB
framr-4143	526	3	agv	agv	NOUN
framr-4143	526	4	systems	system	NOUN
framr-4143	526	5	,	,	PUNCT
framr-4143	526	6	toyota	toyota	PROPN
framr-4143	526	7	has	have	AUX
framr-4143	526	8	increased	increase	VERB
framr-4143	526	9	the	the	DET
framr-4143	526	10	manufacturing	manufacturing	NOUN
framr-4143	526	11	productivity	productivity	NOUN
framr-4143	526	12	of	of	ADP
framr-4143	526	13	materials	material	NOUN
framr-4143	526	14	and	and	CCONJ
framr-4143	526	15	overall	overall	ADJ
framr-4143	526	16	workplace	workplace	NOUN
framr-4143	526	17	safety	safety	NOUN
framr-4143	526	18	by	by	ADP
framr-4143	526	19	automatically	automatically	ADV
framr-4143	526	20	handling	handle	VERB
framr-4143	526	21	material	material	NOUN
framr-4143	526	22	movement	movement	NOUN
framr-4143	526	23	(	(	PUNCT
framr-4143	526	24	bechtsis	bechtsis	NOUN
framr-4143	526	25	et	et	NOUN
framr-4143	526	26	al	al	PROPN
framr-4143	526	27	.	.	PROPN
framr-4143	526	28	,	,	PUNCT
framr-4143	526	29	2017	2017	NUM
framr-4143	526	30	)	)	PUNCT
framr-4143	526	31	.	.	PUNCT
framr-4143	527	1	agvs	agvs	PROPN
framr-4143	527	2	also	also	ADV
framr-4143	527	3	help	help	VERB
framr-4143	527	4	minimize	minimize	VERB
framr-4143	527	5	downtime	downtime	NOUN
framr-4143	527	6	and	and	CCONJ
framr-4143	527	7	enhance	enhance	VERB
framr-4143	527	8	safety	safety	NOUN
framr-4143	527	9	,	,	PUNCT
framr-4143	527	10	which	which	PRON
framr-4143	527	11	he	he	PRON
framr-4143	527	12	believes	believe	VERB
framr-4143	527	13	has	have	VERB
framr-4143	527	14	benefits	benefit	NOUN
framr-4143	527	15	.	.	PUNCT
framr-4143	528	1	kiva	kiva	PROPN
framr-4143	528	2	systems	system	NOUN
framr-4143	528	3	,	,	PUNCT
framr-4143	528	4	now	now	ADV
framr-4143	528	5	a	a	DET
framr-4143	528	6	subsidiary	subsidiary	NOUN
framr-4143	528	7	of	of	ADP
framr-4143	528	8	amazon	amazon	NOUN
framr-4143	528	9	robotics	robotic	NOUN
framr-4143	528	10	,	,	PUNCT
framr-4143	528	11	has	have	AUX
framr-4143	528	12	come	come	VERB
framr-4143	528	13	up	up	ADP
framr-4143	528	14	with	with	ADP
framr-4143	528	15	vehicles	vehicle	NOUN
framr-4143	528	16	that	that	PRON
framr-4143	528	17	transport	transport	VERB
framr-4143	528	18	shelves	shelf	NOUN
framr-4143	528	19	of	of	ADP
framr-4143	528	20	products	product	NOUN
framr-4143	528	21	to	to	ADP
framr-4143	528	22	employees	employee	NOUN
framr-4143	528	23	for	for	ADP
framr-4143	528	24	packing	pack	VERB
framr-4143	528	25	and	and	CCONJ
framr-4143	528	26	sorting	sorting	NOUN
framr-4143	528	27	.	.	PUNCT
framr-4143	529	1	it	it	PRON
framr-4143	529	2	also	also	ADV
framr-4143	529	3	cuts	cut	VERB
framr-4143	529	4	the	the	DET
framr-4143	529	5	number	number	NOUN
framr-4143	529	6	of	of	ADP
framr-4143	529	7	hours	hour	NOUN
framr-4143	529	8	the	the	DET
framr-4143	529	9	workers	worker	NOUN
framr-4143	529	10	are	be	AUX
framr-4143	529	11	required	require	VERB
framr-4143	529	12	to	to	PART
framr-4143	529	13	walk	walk	VERB
framr-4143	529	14	,	,	PUNCT
framr-4143	529	15	something	something	PRON
framr-4143	529	16	that	that	PRON
framr-4143	529	17	would	would	AUX
framr-4143	529	18	not	not	PART
framr-4143	529	19	be	be	AUX
framr-4143	529	20	possible	possible	ADJ
framr-4143	529	21	with	with	ADP
framr-4143	529	22	human	human	NOUN
framr-4143	529	23	-	-	PUNCT
framr-4143	529	24	operated	operate	VERB
framr-4143	529	25	forklifts	forklift	NOUN
framr-4143	529	26	(	(	PUNCT
framr-4143	529	27	amazon	amazon	NOUN
framr-4143	529	28	robotics	robotic	NOUN
framr-4143	529	29	,	,	PUNCT
framr-4143	529	30	2021	2021	NUM
framr-4143	529	31	)	)	PUNCT
framr-4143	529	32	.	.	PUNCT
framr-4143	530	1	the	the	DET
framr-4143	530	2	agvs	agv	NOUN
framr-4143	530	3	can	can	AUX
framr-4143	530	4	also	also	ADV
framr-4143	530	5	be	be	AUX
framr-4143	530	6	used	use	VERB
framr-4143	530	7	in	in	ADP
framr-4143	530	8	highly	highly	ADV
framr-4143	530	9	complicated	complicated	ADJ
framr-4143	530	10	and	and	CCONJ
framr-4143	530	11	dynamic	dynamic	ADJ
framr-4143	530	12	environments	environment	NOUN
framr-4143	530	13	.	.	PUNCT
framr-4143	531	1	with	with	ADP
framr-4143	531	2	the	the	DET
framr-4143	531	3	increased	increase	VERB
framr-4143	531	4	technological	technological	ADJ
framr-4143	531	5	features	feature	NOUN
framr-4143	531	6	,	,	PUNCT
framr-4143	531	7	they	they	PRON
framr-4143	531	8	can	can	AUX
framr-4143	531	9	avoid	avoid	VERB
framr-4143	531	10	the	the	DET
framr-4143	531	11	obstacles	obstacle	NOUN
framr-4143	531	12	in	in	ADP
framr-4143	531	13	their	their	PRON
framr-4143	531	14	path	path	NOUN
framr-4143	531	15	within	within	ADP
framr-4143	531	16	their	their	PRON
framr-4143	531	17	working	working	NOUN
framr-4143	531	18	area	area	NOUN
framr-4143	531	19	.	.	PUNCT
framr-4143	532	1	3.7.4	3.7.4	NUM
framr-4143	532	2	.	.	PUNCT
framr-4143	532	3	collaborative	collaborative	ADJ
framr-4143	532	4	robots	robot	NOUN
framr-4143	532	5	(	(	PUNCT
framr-4143	532	6	cobots	cobot	NOUN
framr-4143	532	7	)	)	PUNCT
framr-4143	532	8	collaborative	collaborative	ADJ
framr-4143	532	9	robots	robot	NOUN
framr-4143	532	10	,	,	PUNCT
framr-4143	532	11	or	or	CCONJ
framr-4143	532	12	cobots	cobot	NOUN
framr-4143	532	13	,	,	PUNCT
framr-4143	532	14	are	be	AUX
framr-4143	532	15	designed	design	VERB
framr-4143	532	16	to	to	PART
framr-4143	532	17	work	work	VERB
framr-4143	532	18	alongside	alongside	ADP
framr-4143	532	19	human	human	ADJ
framr-4143	532	20	workers	worker	NOUN
framr-4143	532	21	,	,	PUNCT
framr-4143	532	22	enhancing	enhance	VERB
framr-4143	532	23	productivity	productivity	NOUN
framr-4143	532	24	without	without	ADP
framr-4143	532	25	replacing	replace	VERB
framr-4143	532	26	human	human	ADJ
framr-4143	532	27	labor	labor	NOUN
framr-4143	532	28	entirely	entirely	ADV
framr-4143	532	29	.	.	PUNCT
framr-4143	533	1	unlike	unlike	ADP
framr-4143	533	2	traditional	traditional	ADJ
framr-4143	533	3	industrial	industrial	ADJ
framr-4143	533	4	robots	robot	NOUN
framr-4143	533	5	,	,	PUNCT
framr-4143	533	6	which	which	PRON
framr-4143	533	7	are	be	AUX
framr-4143	533	8	typically	typically	ADV
framr-4143	533	9	isolated	isolate	VERB
framr-4143	533	10	for	for	ADP
framr-4143	533	11	safety	safety	NOUN
framr-4143	533	12	reasons	reason	NOUN
framr-4143	533	13	,	,	PUNCT
framr-4143	533	14	cobots	cobot	NOUN
framr-4143	533	15	are	be	AUX
framr-4143	533	16	equipped	equip	VERB
framr-4143	533	17	with	with	ADP
framr-4143	533	18	advanced	advanced	ADJ
framr-4143	533	19	sensors	sensor	NOUN
framr-4143	533	20	and	and	CCONJ
framr-4143	533	21	ai	ai	VERB
framr-4143	533	22	systems	system	NOUN
framr-4143	533	23	that	that	PRON
framr-4143	533	24	allow	allow	VERB
framr-4143	533	25	them	they	PRON
framr-4143	533	26	to	to	PART
framr-4143	533	27	operate	operate	VERB
framr-4143	533	28	safely	safely	ADV
framr-4143	533	29	in	in	ADP
framr-4143	533	30	close	close	ADJ
framr-4143	533	31	proximity	proximity	NOUN
framr-4143	533	32	to	to	ADP
framr-4143	533	33	people	people	NOUN
framr-4143	533	34	.	.	PUNCT
framr-4143	534	1	a	a	DET
framr-4143	534	2	study	study	NOUN
framr-4143	534	3	by	by	ADP
framr-4143	534	4	boston	boston	PROPN
framr-4143	534	5	consulting	consulting	PROPN
framr-4143	534	6	group	group	NOUN
framr-4143	534	7	(	(	PUNCT
framr-4143	534	8	2020	2020	NUM
framr-4143	534	9	)	)	PUNCT
framr-4143	534	10	found	find	VERB
framr-4143	534	11	that	that	SCONJ
framr-4143	534	12	the	the	DET
framr-4143	534	13	adoption	adoption	NOUN
framr-4143	534	14	of	of	ADP
framr-4143	534	15	cobots	cobot	NOUN
framr-4143	534	16	in	in	ADP
framr-4143	534	17	supply	supply	NOUN
framr-4143	534	18	chains	chain	NOUN
framr-4143	534	19	can	can	AUX
framr-4143	534	20	increase	increase	VERB
framr-4143	534	21	productivity	productivity	NOUN
framr-4143	534	22	by	by	ADP
framr-4143	534	23	20	20	NUM
framr-4143	534	24	-	-	SYM
framr-4143	534	25	40	40	NUM
framr-4143	534	26	%	%	NOUN
framr-4143	534	27	.	.	PUNCT
framr-4143	535	1	cobots	cobot	NOUN
framr-4143	535	2	can	can	AUX
framr-4143	535	3	handle	handle	VERB
framr-4143	535	4	repetitive	repetitive	ADJ
framr-4143	535	5	tasks	task	NOUN
framr-4143	535	6	,	,	PUNCT
framr-4143	535	7	such	such	ADJ
framr-4143	535	8	as	as	ADP
framr-4143	535	9	packaging	packaging	NOUN
framr-4143	535	10	,	,	PUNCT
framr-4143	535	11	labeling	labeling	NOUN
framr-4143	535	12	,	,	PUNCT
framr-4143	535	13	or	or	CCONJ
framr-4143	535	14	quality	quality	NOUN
framr-4143	535	15	control	control	NOUN
framr-4143	535	16	,	,	PUNCT
framr-4143	535	17	freeing	free	VERB
framr-4143	535	18	up	up	ADP
framr-4143	535	19	human	human	ADJ
framr-4143	535	20	workers	worker	NOUN
framr-4143	535	21	to	to	PART
framr-4143	535	22	focus	focus	VERB
framr-4143	535	23	on	on	ADP
framr-4143	535	24	more	more	ADV
framr-4143	535	25	complex	complex	ADJ
framr-4143	535	26	and	and	CCONJ
framr-4143	535	27	value	value	NOUN
framr-4143	535	28	-	-	PUNCT
framr-4143	535	29	added	add	VERB
framr-4143	535	30	activities	activity	NOUN
framr-4143	535	31	.	.	PUNCT
framr-4143	536	1	abb	abb	ADJ
framr-4143	536	2	robotics	robotic	NOUN
framr-4143	536	3	has	have	AUX
framr-4143	536	4	developed	develop	VERB
framr-4143	536	5	cobots	cobot	NOUN
framr-4143	536	6	that	that	PRON
framr-4143	536	7	work	work	VERB
framr-4143	536	8	in	in	ADP
framr-4143	536	9	automotive	automotive	ADJ
framr-4143	536	10	supply	supply	NOUN
framr-4143	536	11	chains	chain	NOUN
framr-4143	536	12	,	,	PUNCT
framr-4143	536	13	performing	perform	VERB
framr-4143	536	14	tasks	task	NOUN
framr-4143	536	15	such	such	ADJ
framr-4143	536	16	as	as	ADP
framr-4143	536	17	assembling	assemble	VERB
framr-4143	536	18	small	small	ADJ
framr-4143	536	19	components	component	NOUN
framr-4143	536	20	and	and	CCONJ
framr-4143	536	21	checking	check	VERB
framr-4143	536	22	product	product	NOUN
framr-4143	536	23	quality	quality	NOUN
framr-4143	536	24	(	(	PUNCT
framr-4143	536	25	boston	boston	PROPN
framr-4143	536	26	consulting	consulting	PROPN
framr-4143	536	27	group	group	NOUN
framr-4143	536	28	,	,	PUNCT
framr-4143	536	29	2020	2020	NUM
framr-4143	536	30	)	)	PUNCT
framr-4143	536	31	.	.	PUNCT
framr-4143	537	1	cobots	cobot	NOUN
framr-4143	537	2	also	also	ADV
framr-4143	537	3	offer	offer	VERB
framr-4143	537	4	flexibility	flexibility	NOUN
framr-4143	537	5	and	and	CCONJ
framr-4143	537	6	scalability	scalability	NOUN
framr-4143	537	7	.	.	PUNCT
framr-4143	538	1	universal	universal	ADJ
framr-4143	538	2	robots	robot	NOUN
framr-4143	538	3	has	have	AUX
framr-4143	538	4	developed	develop	VERB
framr-4143	538	5	cobots	cobot	NOUN
framr-4143	538	6	that	that	PRON
framr-4143	538	7	can	can	AUX
framr-4143	538	8	be	be	AUX
framr-4143	538	9	easily	easily	ADV
framr-4143	538	10	programmed	program	VERB
framr-4143	538	11	to	to	PART
framr-4143	538	12	perform	perform	VERB
framr-4143	538	13	a	a	DET
framr-4143	538	14	wide	wide	ADJ
framr-4143	538	15	range	range	NOUN
framr-4143	538	16	of	of	ADP
framr-4143	538	17	tasks	task	NOUN
framr-4143	538	18	,	,	PUNCT
framr-4143	538	19	making	make	VERB
framr-4143	538	20	them	they	PRON
framr-4143	538	21	ideal	ideal	ADJ
framr-4143	538	22	for	for	ADP
framr-4143	538	23	small	small	ADJ
framr-4143	538	24	and	and	CCONJ
framr-4143	538	25	medium	medium	ADJ
framr-4143	538	26	-	-	PUNCT
framr-4143	538	27	sized	sized	ADJ
framr-4143	538	28	enterprises	enterprise	NOUN
framr-4143	538	29	(	(	PUNCT
framr-4143	538	30	smes	sme	NOUN
framr-4143	538	31	)	)	PUNCT
framr-4143	538	32	with	with	ADP
framr-4143	538	33	varying	vary	VERB
framr-4143	538	34	production	production	NOUN
framr-4143	538	35	needs	need	NOUN
framr-4143	538	36	(	(	PUNCT
framr-4143	538	37	universal	universal	ADJ
framr-4143	538	38	robots	robot	NOUN
framr-4143	538	39	,	,	PUNCT
framr-4143	538	40	2021	2021	NUM
framr-4143	538	41	)	)	PUNCT
framr-4143	538	42	.	.	PUNCT
framr-4143	539	1	the	the	DET
framr-4143	539	2	collaborative	collaborative	ADJ
framr-4143	539	3	nature	nature	NOUN
framr-4143	539	4	of	of	ADP
framr-4143	539	5	these	these	DET
framr-4143	539	6	robots	robot	NOUN
framr-4143	539	7	allows	allow	VERB
framr-4143	539	8	companies	company	NOUN
framr-4143	539	9	to	to	PART
framr-4143	539	10	scale	scale	VERB
framr-4143	539	11	their	their	PRON
framr-4143	539	12	operations	operation	NOUN
framr-4143	539	13	quickly	quickly	ADV
framr-4143	539	14	and	and	CCONJ
framr-4143	539	15	adapt	adapt	VERB
framr-4143	539	16	to	to	ADP
framr-4143	539	17	changes	change	NOUN
framr-4143	539	18	in	in	ADP
framr-4143	539	19	demand	demand	NOUN
framr-4143	539	20	without	without	ADP
framr-4143	539	21	the	the	DET
framr-4143	539	22	need	need	NOUN
framr-4143	539	23	for	for	ADP
framr-4143	539	24	extensive	extensive	ADJ
framr-4143	539	25	reconfiguration	reconfiguration	NOUN
framr-4143	539	26	.	.	PUNCT
framr-4143	540	1	3.7.5	3.7.5	X
framr-4143	540	2	.	.	PUNCT
framr-4143	540	3	control	control	NOUN
framr-4143	540	4	and	and	CCONJ
framr-4143	540	5	supervision	supervision	NOUN
framr-4143	540	6	robotics	robotic	NOUN
framr-4143	540	7	and	and	CCONJ
framr-4143	540	8	automation	automation	NOUN
framr-4143	540	9	in	in	ADP
framr-4143	540	10	supply	supply	NOUN
framr-4143	540	11	chains	chain	NOUN
framr-4143	540	12	require	require	VERB
framr-4143	540	13	sophisticated	sophisticated	ADJ
framr-4143	540	14	control	control	NOUN
framr-4143	540	15	systems	system	NOUN
framr-4143	540	16	to	to	PART
framr-4143	540	17	ensure	ensure	VERB
framr-4143	540	18	that	that	SCONJ
framr-4143	540	19	all	all	DET
framr-4143	540	20	processes	process	NOUN
framr-4143	540	21	run	run	VERB
framr-4143	540	22	smoothly	smoothly	ADV
framr-4143	540	23	and	and	CCONJ
framr-4143	540	24	efficiently	efficiently	ADV
framr-4143	540	25	.	.	PUNCT
framr-4143	541	1	advanced	advanced	ADJ
framr-4143	541	2	control	control	NOUN
framr-4143	541	3	systems	system	NOUN
framr-4143	541	4	use	use	VERB
framr-4143	541	5	artificial	artificial	ADJ
framr-4143	541	6	intelligence	intelligence	NOUN
framr-4143	541	7	(	(	PUNCT
framr-4143	541	8	ai	ai	NOUN
framr-4143	541	9	)	)	PUNCT
framr-4143	541	10	and	and	CCONJ
framr-4143	541	11	machine	machine	NOUN
framr-4143	541	12	learning	learning	NOUN
framr-4143	541	13	(	(	PUNCT
framr-4143	541	14	ml	ml	NOUN
framr-4143	541	15	)	)	PUNCT
framr-4143	541	16	to	to	PART
framr-4143	541	17	monitor	monitor	VERB
framr-4143	541	18	robotic	robotic	ADJ
framr-4143	541	19	operations	operation	NOUN
framr-4143	541	20	,	,	PUNCT
framr-4143	541	21	optimize	optimize	NOUN
framr-4143	541	22	workflows	workflow	NOUN
framr-4143	541	23	,	,	PUNCT
framr-4143	541	24	and	and	CCONJ
framr-4143	541	25	prevent	prevent	VERB
framr-4143	541	26	equipment	equipment	NOUN
framr-4143	541	27	failures	failure	NOUN
framr-4143	541	28	.	.	PUNCT
framr-4143	542	1	these	these	DET
framr-4143	542	2	systems	system	NOUN
framr-4143	542	3	provide	provide	VERB
framr-4143	542	4	real	real	ADJ
framr-4143	542	5	-	-	PUNCT
framr-4143	542	6	time	time	NOUN
framr-4143	542	7	data	datum	NOUN
framr-4143	542	8	on	on	ADP
framr-4143	542	9	the	the	DET
framr-4143	542	10	performance	performance	NOUN
framr-4143	542	11	of	of	ADP
framr-4143	542	12	robots	robot	NOUN
framr-4143	542	13	,	,	PUNCT
framr-4143	542	14	enabling	enable	VERB
framr-4143	542	15	companies	company	NOUN
framr-4143	542	16	to	to	PART
framr-4143	542	17	make	make	VERB
framr-4143	542	18	data	data	NOUN
framr-4143	542	19	-	-	PUNCT
framr-4143	542	20	driven	drive	VERB
framr-4143	542	21	decisions	decision	NOUN
framr-4143	542	22	and	and	CCONJ
framr-4143	542	23	improve	improve	VERB
framr-4143	542	24	operational	operational	ADJ
framr-4143	542	25	efficiency	efficiency	NOUN
framr-4143	542	26	.	.	PUNCT
framr-4143	543	1	a	a	DET
framr-4143	543	2	report	report	NOUN
framr-4143	543	3	by	by	ADP
framr-4143	543	4	gartner	gartner	PROPN
framr-4143	543	5	(	(	PUNCT
framr-4143	543	6	2021a	2021a	NUM
framr-4143	543	7	)	)	PUNCT
framr-4143	543	8	revealed	reveal	VERB
framr-4143	543	9	that	that	SCONJ
framr-4143	543	10	companies	company	NOUN
framr-4143	543	11	using	use	VERB
framr-4143	543	12	ai	ai	NOUN
framr-4143	543	13	-	-	PUNCT
framr-4143	543	14	driven	drive	VERB
framr-4143	543	15	control	control	NOUN
framr-4143	543	16	systems	system	NOUN
framr-4143	543	17	in	in	ADP
framr-4143	543	18	their	their	PRON
framr-4143	543	19	supply	supply	NOUN
framr-4143	543	20	chains	chain	NOUN
framr-4143	543	21	saw	see	VERB
framr-4143	543	22	a	a	DET
framr-4143	543	23	15	15	NUM
framr-4143	543	24	-	-	SYM
framr-4143	543	25	25	25	NUM
framr-4143	543	26	%	%	NOUN
framr-4143	543	27	improvement	improvement	NOUN
framr-4143	543	28	in	in	ADP
framr-4143	543	29	efficiency	efficiency	NOUN
framr-4143	543	30	and	and	CCONJ
framr-4143	543	31	a	a	DET
framr-4143	543	32	20	20	NUM
framr-4143	543	33	%	%	NOUN
framr-4143	543	34	reduction	reduction	NOUN
framr-4143	543	35	in	in	ADP
framr-4143	543	36	downtime	downtime	NOUN
framr-4143	543	37	.	.	PUNCT
framr-4143	544	1	siemens	siemen	NOUN
framr-4143	544	2	,	,	PUNCT
framr-4143	544	3	for	for	ADP
framr-4143	544	4	example	example	NOUN
framr-4143	544	5	,	,	PUNCT
framr-4143	544	6	uses	use	VERB
framr-4143	544	7	ai	ai	VERB
framr-4143	544	8	-	-	PUNCT
framr-4143	544	9	powered	power	VERB
framr-4143	544	10	control	control	NOUN
framr-4143	544	11	systems	system	NOUN
framr-4143	544	12	to	to	PART
framr-4143	544	13	monitor	monitor	VERB
framr-4143	544	14	its	its	PRON
framr-4143	544	15	automated	automate	VERB
framr-4143	544	16	manufacturing	manufacturing	NOUN
framr-4143	544	17	plants	plant	NOUN
framr-4143	544	18	.	.	PUNCT
framr-4143	545	1	these	these	DET
framr-4143	545	2	systems	system	NOUN
framr-4143	545	3	analyze	analyze	VERB
framr-4143	545	4	data	datum	NOUN
framr-4143	545	5	from	from	ADP
framr-4143	545	6	sensors	sensor	NOUN
framr-4143	545	7	in	in	ADP
framr-4143	545	8	real	real	ADJ
framr-4143	545	9	-	-	PUNCT
framr-4143	545	10	time	time	NOUN
framr-4143	545	11	,	,	PUNCT
framr-4143	545	12	predicting	predict	VERB
framr-4143	545	13	equipment	equipment	NOUN
framr-4143	545	14	failures	failure	NOUN
framr-4143	545	15	before	before	SCONJ
framr-4143	545	16	they	they	PRON
framr-4143	545	17	occur	occur	VERB
framr-4143	545	18	and	and	CCONJ
framr-4143	545	19	scheduling	schedule	VERB
framr-4143	545	20	maintenance	maintenance	NOUN
framr-4143	545	21	proactively	proactively	ADV
framr-4143	545	22	(	(	PUNCT
framr-4143	545	23	gartner	gartner	NOUN
framr-4143	545	24	,	,	PUNCT
framr-4143	545	25	2021a	2021a	NUM
framr-4143	545	26	)	)	PUNCT
framr-4143	545	27	.	.	PUNCT
framr-4143	546	1	moreover	moreover	ADV
framr-4143	546	2	,	,	PUNCT
framr-4143	546	3	ai	ai	ADJ
framr-4143	546	4	-	-	PUNCT
framr-4143	546	5	driven	drive	VERB
framr-4143	546	6	control	control	NOUN
framr-4143	546	7	systems	system	NOUN
framr-4143	546	8	enable	enable	VERB
framr-4143	546	9	supply	supply	NOUN
framr-4143	546	10	chain	chain	NOUN
framr-4143	546	11	managers	manager	NOUN
framr-4143	546	12	to	to	PART
framr-4143	546	13	optimize	optimize	VERB
framr-4143	546	14	robotic	robotic	ADJ
framr-4143	546	15	workflows	workflow	NOUN
framr-4143	546	16	,	,	PUNCT
framr-4143	546	17	ensuring	ensure	VERB
framr-4143	546	18	that	that	SCONJ
framr-4143	546	19	resources	resource	NOUN
framr-4143	546	20	are	be	AUX
framr-4143	546	21	allocated	allocate	VERB
framr-4143	546	22	efficiently	efficiently	ADV
framr-4143	546	23	.	.	PUNCT
framr-4143	547	1	ge	ge	PROPN
framr-4143	547	2	healthcare	healthcare	PROPN
framr-4143	547	3	uses	use	VERB
framr-4143	547	4	control	control	NOUN
framr-4143	547	5	systems	system	NOUN
framr-4143	547	6	to	to	PART
framr-4143	547	7	monitor	monitor	VERB
framr-4143	547	8	its	its	PRON
framr-4143	547	9	robotic	robotic	ADJ
framr-4143	547	10	systems	system	NOUN
framr-4143	547	11	in	in	ADP
framr-4143	547	12	real	real	ADJ
framr-4143	547	13	-	-	PUNCT
framr-4143	547	14	time	time	NOUN
framr-4143	547	15	,	,	PUNCT
framr-4143	547	16	allowing	allow	VERB
framr-4143	547	17	for	for	SCONJ
framr-4143	547	18	adjustments	adjustment	NOUN
framr-4143	547	19	to	to	PART
framr-4143	547	20	be	be	AUX
framr-4143	547	21	made	make	VERB
framr-4143	547	22	dynamically	dynamically	ADV
framr-4143	547	23	based	base	VERB
framr-4143	547	24	on	on	ADP
framr-4143	547	25	demand	demand	NOUN
framr-4143	547	26	fluctuations	fluctuation	NOUN
framr-4143	547	27	.	.	PUNCT
framr-4143	548	1	this	this	PRON
framr-4143	548	2	has	have	AUX
framr-4143	548	3	led	lead	VERB
framr-4143	548	4	to	to	ADP
framr-4143	548	5	a	a	DET
framr-4143	548	6	20	20	NUM
framr-4143	548	7	%	%	NOUN
framr-4143	548	8	increase	increase	NOUN
framr-4143	548	9	in	in	ADP
framr-4143	548	10	production	production	NOUN
framr-4143	548	11	efficiency	efficiency	NOUN
framr-4143	548	12	and	and	CCONJ
framr-4143	548	13	a	a	DET
framr-4143	548	14	15	15	NUM
framr-4143	548	15	%	%	NOUN
framr-4143	548	16	reduction	reduction	NOUN
framr-4143	548	17	in	in	ADP
framr-4143	548	18	lead	lead	ADJ
framr-4143	548	19	times	time	NOUN
framr-4143	548	20	(	(	PUNCT
framr-4143	548	21	ge	ge	PROPN
framr-4143	548	22	healthcare	healthcare	PROPN
framr-4143	548	23	,	,	PUNCT
framr-4143	548	24	2021	2021	NUM
framr-4143	548	25	)	)	PUNCT
framr-4143	548	26	.	.	PUNCT
framr-4143	549	1	4	4	X
framr-4143	549	2	.	.	X
framr-4143	549	3	advantages	advantage	NOUN
framr-4143	549	4	of	of	ADP
framr-4143	549	5	adopting	adopt	VERB
framr-4143	549	6	emerging	emerge	VERB
framr-4143	549	7	technologies	technology	NOUN
framr-4143	549	8	in	in	ADP
framr-4143	549	9	supply	supply	NOUN
framr-4143	549	10	chains	chain	NOUN
framr-4143	549	11	4.1	4.1	NUM
framr-4143	549	12	.	.	PUNCT
framr-4143	550	1	an	an	DET
framr-4143	550	2	integrated	integrated	ADJ
framr-4143	550	3	and	and	CCONJ
framr-4143	550	4	resilient	resilient	ADJ
framr-4143	550	5	supply	supply	NOUN
framr-4143	550	6	chains	chain	NOUN
framr-4143	550	7	in	in	ADP
framr-4143	550	8	recent	recent	ADJ
framr-4143	550	9	times	time	NOUN
framr-4143	550	10	,	,	PUNCT
framr-4143	550	11	there	there	PRON
framr-4143	550	12	has	have	AUX
framr-4143	550	13	been	be	AUX
framr-4143	550	14	a	a	DET
framr-4143	550	15	noticeable	noticeable	ADJ
framr-4143	550	16	surge	surge	NOUN
framr-4143	550	17	in	in	ADP
framr-4143	550	18	interest	interest	NOUN
framr-4143	550	19	in	in	ADP
framr-4143	550	20	supply	supply	NOUN
framr-4143	550	21	chain	chain	NOUN
framr-4143	550	22	resilience	resilience	NOUN
framr-4143	550	23	,	,	PUNCT
framr-4143	550	24	with	with	ADP
framr-4143	550	25	practitioners	practitioner	NOUN
framr-4143	550	26	and	and	CCONJ
framr-4143	550	27	scholars	scholar	NOUN
framr-4143	550	28	concentrating	concentrate	VERB
framr-4143	550	29	on	on	ADP
framr-4143	550	30	creating	create	VERB
framr-4143	550	31	a	a	DET
framr-4143	550	32	supply	supply	NOUN
framr-4143	550	33	chain	chain	NOUN
framr-4143	550	34	that	that	PRON
framr-4143	550	35	can	can	AUX
framr-4143	550	36	withstand	withstand	VERB
framr-4143	550	37	unfavourable	unfavourable	ADJ
framr-4143	550	38	circumstances	circumstance	NOUN
framr-4143	550	39	(	(	PUNCT
framr-4143	550	40	chatterjee	chatterjee	PROPN
framr-4143	550	41	,	,	PUNCT
framr-4143	550	42	chaudhuri	chaudhuri	PROPN
framr-4143	550	43	,	,	PUNCT
framr-4143	550	44	&	&	CCONJ
framr-4143	550	45	vrontis	vrontis	PROPN
framr-4143	550	46	,	,	PUNCT
framr-4143	550	47	2024	2024	NUM
framr-4143	550	48	)	)	PUNCT
framr-4143	550	49	.	.	PUNCT
framr-4143	551	1	organizations	organization	NOUN
framr-4143	551	2	can	can	AUX
framr-4143	551	3	implement	implement	VERB
framr-4143	551	4	emerging	emerge	VERB
framr-4143	551	5	technologies	technology	NOUN
framr-4143	551	6	like	like	ADP
framr-4143	551	7	blockchain	blockchain	PROPN
framr-4143	551	8	(	(	PUNCT
framr-4143	551	9	bayramova	bayramova	PROPN
framr-4143	551	10	,	,	PUNCT
framr-4143	551	11	edwards	edwards	PROPN
framr-4143	551	12	,	,	PUNCT
framr-4143	551	13	&	&	CCONJ
framr-4143	551	14	roberts	roberts	PROPN
framr-4143	551	15	,	,	PUNCT
framr-4143	551	16	2021	2021	NUM
framr-4143	551	17	;	;	PUNCT
framr-4143	551	18	kurpjuweit	kurpjuweit	NOUN
framr-4143	551	19	,	,	PUNCT
framr-4143	551	20	neumann	neumann	PROPN
framr-4143	551	21	,	,	PUNCT
framr-4143	551	22	&	&	CCONJ
framr-4143	551	23	müller	müller	PROPN
framr-4143	551	24	,	,	PUNCT
framr-4143	551	25	2021	2021	NUM
framr-4143	551	26	)	)	PUNCT
framr-4143	551	27	industry	industry	NOUN
framr-4143	551	28	4.0	4.0	NUM
framr-4143	551	29	,	,	PUNCT
framr-4143	551	30	and	and	CCONJ
framr-4143	551	31	artificial	artificial	ADJ
framr-4143	551	32	intelligence	intelligence	NOUN
framr-4143	551	33	(	(	PUNCT
framr-4143	551	34	birkel	birkel	NOUN
framr-4143	551	35	&	&	CCONJ
framr-4143	551	36	financial	financial	ADJ
framr-4143	551	37	risk	risk	NOUN
framr-4143	551	38	and	and	CCONJ
framr-4143	551	39	management	management	NOUN
framr-4143	551	40	reviews	review	NOUN
framr-4143	551	41	,	,	PUNCT
framr-4143	551	42	2025	2025	NUM
framr-4143	551	43	,	,	PUNCT
framr-4143	551	44	11(1	11(1	NUM
framr-4143	551	45	):	):	PUNCT
framr-4143	551	46	72	72	NUM
framr-4143	551	47	-	-	SYM
framr-4143	551	48	102	102	NUM
framr-4143	551	49	92	92	NUM
framr-4143	551	50	©	©	PROPN
framr-4143	551	51	2025	2025	NUM
framr-4143	551	52	conscientia	conscientia	PROPN
framr-4143	551	53	beam	beam	PROPN
framr-4143	551	54	.	.	PUNCT
framr-4143	552	1	all	all	DET
framr-4143	552	2	rights	right	NOUN
framr-4143	552	3	reserved	reserve	VERB
framr-4143	552	4	.	.	PUNCT
framr-4143	553	1	müller	müller	NOUN
framr-4143	553	2	,	,	PUNCT
framr-4143	553	3	2021	2021	NUM
framr-4143	553	4	)	)	PUNCT
framr-4143	553	5	to	to	PART
framr-4143	553	6	further	far	ADV
framr-4143	553	7	enhance	enhance	VERB
framr-4143	553	8	the	the	DET
framr-4143	553	9	effectiveness	effectiveness	NOUN
framr-4143	553	10	and	and	CCONJ
framr-4143	553	11	resilience	resilience	NOUN
framr-4143	553	12	of	of	ADP
framr-4143	553	13	their	their	PRON
framr-4143	553	14	sustainable	sustainable	ADJ
framr-4143	553	15	supply	supply	NOUN
framr-4143	553	16	chain	chain	NOUN
framr-4143	553	17	management	management	NOUN
framr-4143	553	18	(	(	PUNCT
framr-4143	553	19	sscm	sscm	PROPN
framr-4143	553	20	)	)	PUNCT
framr-4143	553	21	concept	concept	NOUN
framr-4143	553	22	(	(	PUNCT
framr-4143	553	23	karmaker	karmaker	NOUN
framr-4143	553	24	et	et	PROPN
framr-4143	553	25	al	al	PROPN
framr-4143	553	26	.	.	PROPN
framr-4143	553	27	,	,	PUNCT
framr-4143	553	28	2021	2021	NUM
framr-4143	553	29	)	)	PUNCT
framr-4143	553	30	.	.	PUNCT
framr-4143	554	1	to	to	PART
framr-4143	554	2	increase	increase	VERB
framr-4143	554	3	the	the	DET
framr-4143	554	4	robustness	robustness	NOUN
framr-4143	554	5	of	of	ADP
framr-4143	554	6	their	their	PRON
framr-4143	554	7	sscs	ssc	NOUN
framr-4143	554	8	,	,	PUNCT
framr-4143	554	9	many	many	ADJ
framr-4143	554	10	businesses	business	NOUN
framr-4143	554	11	would	would	AUX
framr-4143	554	12	rather	rather	ADV
framr-4143	554	13	go	go	VERB
framr-4143	554	14	beyond	beyond	ADP
framr-4143	554	15	remote	remote	ADJ
framr-4143	554	16	monitoring	monitoring	NOUN
framr-4143	554	17	to	to	ADP
framr-4143	554	18	control	control	NOUN
framr-4143	554	19	,	,	PUNCT
framr-4143	554	20	optimization	optimization	NOUN
framr-4143	554	21	,	,	PUNCT
framr-4143	554	22	and	and	CCONJ
framr-4143	554	23	sophisticated	sophisticated	ADJ
framr-4143	554	24	autonomous	autonomous	ADJ
framr-4143	554	25	ai	ai	NOUN
framr-4143	554	26	-	-	PUNCT
framr-4143	554	27	based	base	VERB
framr-4143	554	28	systems	system	NOUN
framr-4143	554	29	.	.	PUNCT
framr-4143	555	1	while	while	SCONJ
framr-4143	555	2	ai	ai	PROPN
framr-4143	555	3	technologies	technology	NOUN
framr-4143	555	4	have	have	VERB
framr-4143	555	5	applications	application	NOUN
framr-4143	555	6	in	in	ADP
framr-4143	555	7	marketing	marketing	NOUN
framr-4143	555	8	,	,	PUNCT
framr-4143	555	9	logistics	logistic	NOUN
framr-4143	555	10	,	,	PUNCT
framr-4143	555	11	and	and	CCONJ
framr-4143	555	12	production	production	NOUN
framr-4143	555	13	,	,	PUNCT
framr-4143	555	14	they	they	PRON
framr-4143	555	15	are	be	AUX
framr-4143	555	16	also	also	ADV
framr-4143	555	17	applicable	applicable	ADJ
framr-4143	555	18	in	in	ADP
framr-4143	555	19	nearly	nearly	ADV
framr-4143	555	20	every	every	PRON
framr-4143	555	21	other	other	ADJ
framr-4143	555	22	area	area	NOUN
framr-4143	555	23	and	and	CCONJ
framr-4143	555	24	subfield	subfield	NOUN
framr-4143	555	25	within	within	ADP
framr-4143	555	26	supply	supply	NOUN
framr-4143	555	27	chain	chain	NOUN
framr-4143	555	28	management	management	NOUN
framr-4143	555	29	(	(	PUNCT
framr-4143	555	30	sscm	sscm	PROPN
framr-4143	555	31	)	)	PUNCT
framr-4143	555	32	.	.	PUNCT
framr-4143	556	1	these	these	DET
framr-4143	556	2	applications	application	NOUN
framr-4143	556	3	include	include	VERB
framr-4143	556	4	high	high	ADJ
framr-4143	556	5	accuracy	accuracy	NOUN
framr-4143	556	6	,	,	PUNCT
framr-4143	556	7	high	high	ADJ
framr-4143	556	8	throughput	throughput	NOUN
framr-4143	556	9	,	,	PUNCT
framr-4143	556	10	and	and	CCONJ
framr-4143	556	11	fast	fast	ADJ
framr-4143	556	12	issue	issue	NOUN
framr-4143	556	13	-	-	PUNCT
framr-4143	556	14	solving	solve	VERB
framr-4143	556	15	(	(	PUNCT
framr-4143	556	16	kazancoglu	kazancoglu	PROPN
framr-4143	556	17	,	,	PUNCT
framr-4143	556	18	ozbiltekin	ozbiltekin	NOUN
framr-4143	556	19	-	-	PUNCT
framr-4143	556	20	pala	pala	NOUN
framr-4143	556	21	,	,	PUNCT
framr-4143	556	22	mangla	mangla	PROPN
framr-4143	556	23	,	,	PUNCT
framr-4143	556	24	kumar	kumar	PROPN
framr-4143	556	25	,	,	PUNCT
framr-4143	556	26	&	&	CCONJ
framr-4143	556	27	kazancoglu	kazancoglu	PROPN
framr-4143	556	28	,	,	PUNCT
framr-4143	556	29	2023	2023	NUM
framr-4143	556	30	)	)	PUNCT
framr-4143	556	31	.	.	PUNCT
framr-4143	557	1	adopting	adopt	VERB
framr-4143	557	2	i4.0	i4.0	PROPN
framr-4143	557	3	technologies	technology	NOUN
framr-4143	557	4	,	,	PUNCT
framr-4143	557	5	often	often	ADV
framr-4143	557	6	known	know	VERB
framr-4143	557	7	as	as	ADP
framr-4143	557	8	idt	idt	NOUN
framr-4143	557	9	of	of	ADP
framr-4143	557	10	i4.0	i4.0	PROPN
framr-4143	557	11	,	,	PUNCT
framr-4143	557	12	offers	offer	VERB
framr-4143	557	13	significant	significant	ADJ
framr-4143	557	14	technical	technical	ADJ
framr-4143	557	15	advancements	advancement	NOUN
framr-4143	557	16	that	that	PRON
framr-4143	557	17	make	make	VERB
framr-4143	557	18	it	it	PRON
framr-4143	557	19	possible	possible	ADJ
framr-4143	557	20	to	to	PART
framr-4143	557	21	integrate	integrate	VERB
framr-4143	557	22	real	real	ADJ
framr-4143	557	23	-	-	PUNCT
framr-4143	557	24	time	time	NOUN
framr-4143	557	25	supply	supply	NOUN
framr-4143	557	26	chain	chain	NOUN
framr-4143	557	27	partners	partner	NOUN
framr-4143	557	28	and	and	CCONJ
framr-4143	557	29	gather	gather	VERB
framr-4143	557	30	and	and	CCONJ
framr-4143	557	31	analyze	analyze	VERB
framr-4143	557	32	massive	massive	ADJ
framr-4143	557	33	amounts	amount	NOUN
framr-4143	557	34	of	of	ADP
framr-4143	557	35	data	datum	NOUN
framr-4143	557	36	automatically	automatically	ADV
framr-4143	557	37	.	.	PUNCT
framr-4143	558	1	making	make	VERB
framr-4143	558	2	more	more	ADV
framr-4143	558	3	precise	precise	ADJ
framr-4143	558	4	judgments	judgment	NOUN
framr-4143	558	5	and	and	CCONJ
framr-4143	558	6	enhancing	enhance	VERB
framr-4143	558	7	supply	supply	NOUN
framr-4143	558	8	chain	chain	NOUN
framr-4143	558	9	integration	integration	NOUN
framr-4143	558	10	may	may	AUX
framr-4143	558	11	be	be	AUX
framr-4143	558	12	facilitated	facilitate	VERB
framr-4143	558	13	by	by	ADP
framr-4143	558	14	using	use	VERB
framr-4143	558	15	more	more	ADJ
framr-4143	558	16	idt	idt	NOUN
framr-4143	558	17	of	of	ADP
framr-4143	558	18	i4.0	i4.0	PROPN
framr-4143	558	19	,	,	PUNCT
framr-4143	558	20	such	such	ADJ
framr-4143	558	21	as	as	ADP
framr-4143	558	22	cloud	cloud	NOUN
framr-4143	558	23	computing	computing	NOUN
framr-4143	558	24	,	,	PUNCT
framr-4143	558	25	big	big	ADJ
framr-4143	558	26	data	datum	NOUN
framr-4143	558	27	,	,	PUNCT
framr-4143	558	28	and	and	CCONJ
framr-4143	558	29	the	the	DET
framr-4143	558	30	internet	internet	NOUN
framr-4143	558	31	of	of	ADP
framr-4143	558	32	things	thing	NOUN
framr-4143	558	33	(	(	PUNCT
framr-4143	558	34	iot	iot	NOUN
framr-4143	558	35	)	)	PUNCT
framr-4143	558	36	(	(	PUNCT
framr-4143	558	37	oliveira	oliveira	PROPN
framr-4143	558	38	-	-	PUNCT
framr-4143	558	39	dias	dias	PROPN
framr-4143	558	40	,	,	PUNCT
framr-4143	558	41	maqueira	maqueira	NOUN
framr-4143	558	42	-	-	PUNCT
framr-4143	558	43	marín	marín	PROPN
framr-4143	558	44	,	,	PUNCT
framr-4143	558	45	&	&	CCONJ
framr-4143	558	46	moyano	moyano	PROPN
framr-4143	558	47	-	-	PUNCT
framr-4143	558	48	fuentes	fuente	NOUN
framr-4143	558	49	,	,	PUNCT
framr-4143	558	50	2022	2022	NUM
framr-4143	558	51	)	)	PUNCT
framr-4143	558	52	.	.	PUNCT
framr-4143	559	1	additionally	additionally	ADV
framr-4143	559	2	,	,	PUNCT
framr-4143	559	3	it	it	PRON
framr-4143	559	4	is	be	AUX
framr-4143	559	5	predicted	predict	VERB
framr-4143	559	6	that	that	SCONJ
framr-4143	559	7	industry	industry	NOUN
framr-4143	559	8	4.0	4.0	NUM
framr-4143	559	9	technologies	technology	NOUN
framr-4143	559	10	powered	power	VERB
framr-4143	559	11	by	by	ADP
framr-4143	559	12	ict	ict	PROPN
framr-4143	559	13	would	would	AUX
framr-4143	559	14	improve	improve	VERB
framr-4143	559	15	process	process	NOUN
framr-4143	559	16	integration	integration	NOUN
framr-4143	559	17	,	,	PUNCT
framr-4143	559	18	leading	lead	VERB
framr-4143	559	19	to	to	ADP
framr-4143	559	20	long	long	ADJ
framr-4143	559	21	-	-	PUNCT
framr-4143	559	22	term	term	NOUN
framr-4143	559	23	organizational	organizational	ADJ
framr-4143	559	24	performance	performance	NOUN
framr-4143	559	25	.	.	PUNCT
framr-4143	560	1	bt	bt	PROPN
framr-4143	560	2	is	be	AUX
framr-4143	560	3	an	an	DET
framr-4143	560	4	organizational	organizational	ADJ
framr-4143	560	5	capacity	capacity	NOUN
framr-4143	560	6	that	that	PRON
framr-4143	560	7	unifies	unify	VERB
framr-4143	560	8	all	all	PRON
framr-4143	560	9	of	of	ADP
framr-4143	560	10	the	the	DET
framr-4143	560	11	resources	resource	NOUN
framr-4143	560	12	and	and	CCONJ
framr-4143	560	13	assets	asset	NOUN
framr-4143	560	14	of	of	ADP
framr-4143	560	15	sc	sc	PROPN
framr-4143	560	16	,	,	PUNCT
framr-4143	560	17	enhancing	enhance	VERB
framr-4143	560	18	tasks	task	NOUN
framr-4143	560	19	like	like	ADP
framr-4143	560	20	information	information	NOUN
framr-4143	560	21	sharing	sharing	NOUN
framr-4143	560	22	,	,	PUNCT
framr-4143	560	23	product	product	NOUN
framr-4143	560	24	monitoring	monitoring	NOUN
framr-4143	560	25	,	,	PUNCT
framr-4143	560	26	and	and	CCONJ
framr-4143	560	27	transaction	transaction	NOUN
framr-4143	560	28	transparency	transparency	NOUN
framr-4143	560	29	.	.	PUNCT
framr-4143	561	1	in	in	ADP
framr-4143	561	2	addition	addition	NOUN
framr-4143	561	3	to	to	ADP
framr-4143	561	4	its	its	PRON
framr-4143	561	5	fundamental	fundamental	ADJ
framr-4143	561	6	advantages	advantage	NOUN
framr-4143	561	7	,	,	PUNCT
framr-4143	561	8	blockchain	blockchain	PROPN
framr-4143	561	9	provides	provide	VERB
framr-4143	561	10	a	a	DET
framr-4143	561	11	platform	platform	NOUN
framr-4143	561	12	for	for	ADP
framr-4143	561	13	integrating	integrate	VERB
framr-4143	561	14	cutting	cutting	NOUN
framr-4143	561	15	-	-	PUNCT
framr-4143	561	16	edge	edge	NOUN
framr-4143	561	17	technology	technology	NOUN
framr-4143	561	18	like	like	ADP
framr-4143	561	19	ai	ai	NOUN
framr-4143	561	20	and	and	CCONJ
framr-4143	561	21	iot	iot	ADJ
framr-4143	561	22	.	.	PUNCT
framr-4143	562	1	to	to	PART
framr-4143	562	2	demonstrate	demonstrate	VERB
framr-4143	562	3	how	how	SCONJ
framr-4143	562	4	blockchain	blockchain	PROPN
framr-4143	562	5	technology	technology	NOUN
framr-4143	562	6	has	have	AUX
framr-4143	562	7	not	not	PART
framr-4143	562	8	only	only	ADV
framr-4143	562	9	streamlined	streamline	VERB
framr-4143	562	10	current	current	ADJ
framr-4143	562	11	procedures	procedure	NOUN
framr-4143	562	12	but	but	CCONJ
framr-4143	562	13	also	also	ADV
framr-4143	562	14	opened	open	VERB
framr-4143	562	15	the	the	DET
framr-4143	562	16	door	door	NOUN
framr-4143	562	17	for	for	ADP
framr-4143	562	18	innovative	innovative	ADJ
framr-4143	562	19	business	business	NOUN
framr-4143	562	20	models	model	NOUN
framr-4143	562	21	and	and	CCONJ
framr-4143	562	22	cooperative	cooperative	ADJ
framr-4143	562	23	ecosystems	ecosystem	NOUN
framr-4143	562	24	,	,	PUNCT
framr-4143	562	25	case	case	NOUN
framr-4143	562	26	studies	study	NOUN
framr-4143	562	27	and	and	CCONJ
framr-4143	562	28	experimental	experimental	ADJ
framr-4143	562	29	projects	project	NOUN
framr-4143	562	30	are	be	AUX
framr-4143	562	31	investigated	investigate	VERB
framr-4143	562	32	(	(	PUNCT
framr-4143	562	33	oriekhoe	oriekhoe	PROPN
framr-4143	562	34	et	et	PROPN
framr-4143	562	35	al	al	PROPN
framr-4143	562	36	.	.	PROPN
framr-4143	562	37	,	,	PUNCT
framr-4143	562	38	2024	2024	NUM
framr-4143	562	39	)	)	PUNCT
framr-4143	562	40	.	.	PUNCT
framr-4143	563	1	bt	bt	PROPN
framr-4143	563	2	adds	add	VERB
framr-4143	563	3	an	an	DET
framr-4143	563	4	extra	extra	ADJ
framr-4143	563	5	degree	degree	NOUN
framr-4143	563	6	of	of	ADP
framr-4143	563	7	protection	protection	NOUN
framr-4143	563	8	against	against	ADP
framr-4143	563	9	intrusions	intrusion	NOUN
framr-4143	563	10	and	and	CCONJ
framr-4143	563	11	data	datum	NOUN
framr-4143	563	12	breaches	breach	NOUN
framr-4143	563	13	,	,	PUNCT
framr-4143	563	14	which	which	PRON
framr-4143	563	15	often	often	ADV
framr-4143	563	16	happen	happen	VERB
framr-4143	563	17	through	through	ADP
framr-4143	563	18	network	network	NOUN
framr-4143	563	19	-	-	PUNCT
framr-4143	563	20	level	level	NOUN
framr-4143	563	21	attack	attack	NOUN
framr-4143	563	22	vectors	vector	NOUN
framr-4143	563	23	,	,	PUNCT
framr-4143	563	24	by	by	ADP
framr-4143	563	25	encrypting	encrypt	VERB
framr-4143	563	26	all	all	DET
framr-4143	563	27	data	datum	NOUN
framr-4143	563	28	shared	share	VERB
framr-4143	563	29	inside	inside	ADP
framr-4143	563	30	a	a	DET
framr-4143	563	31	network	network	NOUN
framr-4143	563	32	.	.	PUNCT
framr-4143	564	1	decentralization	decentralization	NOUN
framr-4143	564	2	reduces	reduce	VERB
framr-4143	564	3	the	the	DET
framr-4143	564	4	risk	risk	NOUN
framr-4143	564	5	of	of	ADP
framr-4143	564	6	a	a	DET
framr-4143	564	7	single	single	ADJ
framr-4143	564	8	point	point	NOUN
framr-4143	564	9	of	of	ADP
framr-4143	564	10	failure	failure	NOUN
framr-4143	564	11	,	,	PUNCT
framr-4143	564	12	while	while	SCONJ
framr-4143	564	13	the	the	DET
framr-4143	564	14	traceability	traceability	NOUN
framr-4143	564	15	feature	feature	NOUN
framr-4143	564	16	of	of	ADP
framr-4143	564	17	a	a	DET
framr-4143	564	18	permanent	permanent	ADJ
framr-4143	564	19	record	record	NOUN
framr-4143	564	20	of	of	ADP
framr-4143	564	21	all	all	DET
framr-4143	564	22	transactions	transaction	NOUN
framr-4143	564	23	carried	carry	VERB
framr-4143	564	24	out	out	ADP
framr-4143	564	25	by	by	ADP
framr-4143	564	26	authorized	authorize	VERB
framr-4143	564	27	users	user	NOUN
framr-4143	564	28	in	in	ADP
framr-4143	564	29	the	the	DET
framr-4143	564	30	permissioned	permissione	VERB
framr-4143	564	31	network	network	NOUN
framr-4143	564	32	eliminates	eliminate	VERB
framr-4143	564	33	the	the	DET
framr-4143	564	34	threat	threat	NOUN
framr-4143	564	35	of	of	ADP
framr-4143	564	36	insider	insider	NOUN
framr-4143	564	37	attacks	attack	NOUN
framr-4143	564	38	(	(	PUNCT
framr-4143	564	39	from	from	ADP
framr-4143	564	40	people	people	NOUN
framr-4143	564	41	as	as	ADP
framr-4143	564	42	an	an	DET
framr-4143	564	43	attack	attack	NOUN
framr-4143	564	44	vector	vector	NOUN
framr-4143	564	45	)	)	PUNCT
framr-4143	564	46	(	(	PUNCT
framr-4143	564	47	bayramova	bayramova	X
framr-4143	564	48	et	et	PROPN
framr-4143	564	49	al	al	PROPN
framr-4143	564	50	.	.	PROPN
framr-4143	564	51	,	,	PUNCT
framr-4143	564	52	2021	2021	NUM
framr-4143	564	53	)	)	PUNCT
framr-4143	564	54	.	.	PUNCT
framr-4143	565	1	the	the	DET
framr-4143	565	2	creation	creation	NOUN
framr-4143	565	3	of	of	ADP
framr-4143	565	4	a	a	DET
framr-4143	565	5	digital	digital	ADJ
framr-4143	565	6	sc	sc	PROPN
framr-4143	565	7	twin	twin	NOUN
framr-4143	565	8	,	,	PUNCT
framr-4143	565	9	or	or	CCONJ
framr-4143	565	10	computerized	computerize	VERB
framr-4143	565	11	digital	digital	ADJ
framr-4143	565	12	sc	sc	PROPN
framr-4143	565	13	model	model	NOUN
framr-4143	565	14	that	that	PRON
framr-4143	565	15	represents	represent	VERB
framr-4143	565	16	the	the	DET
framr-4143	565	17	network	network	NOUN
framr-4143	565	18	state	state	NOUN
framr-4143	565	19	in	in	ADP
framr-4143	565	20	real	real	ADJ
framr-4143	565	21	-	-	PUNCT
framr-4143	565	22	time	time	NOUN
framr-4143	565	23	and	and	CCONJ
framr-4143	565	24	enables	enable	VERB
framr-4143	565	25	complete	complete	ADJ
framr-4143	565	26	end	end	NOUN
framr-4143	565	27	-	-	PUNCT
framr-4143	565	28	to	to	ADP
framr-4143	565	29	-	-	PUNCT
framr-4143	565	30	end	end	NOUN
framr-4143	565	31	sc	sc	PROPN
framr-4143	565	32	visibility	visibility	NOUN
framr-4143	565	33	to	to	PART
framr-4143	565	34	strengthen	strengthen	VERB
framr-4143	565	35	resilience	resilience	NOUN
framr-4143	565	36	and	and	CCONJ
framr-4143	565	37	test	test	NOUN
framr-4143	565	38	contingency	contingency	NOUN
framr-4143	565	39	plans	plan	NOUN
framr-4143	565	40	,	,	PUNCT
framr-4143	565	41	is	be	AUX
framr-4143	565	42	possible	possible	ADJ
framr-4143	565	43	with	with	SCONJ
framr-4143	565	44	the	the	DET
framr-4143	565	45	use	use	NOUN
framr-4143	565	46	of	of	ADP
framr-4143	565	47	data	datum	NOUN
framr-4143	565	48	analytics	analytic	NOUN
framr-4143	565	49	to	to	PART
framr-4143	565	50	enhance	enhance	VERB
framr-4143	565	51	the	the	DET
framr-4143	565	52	current	current	ADJ
framr-4143	565	53	decision	decision	NOUN
framr-4143	565	54	-	-	PUNCT
framr-4143	565	55	support	support	NOUN
framr-4143	565	56	tools	tool	NOUN
framr-4143	565	57	.	.	PUNCT
framr-4143	566	1	for	for	ADP
framr-4143	566	2	planning	planning	NOUN
framr-4143	566	3	and	and	CCONJ
framr-4143	566	4	making	make	VERB
framr-4143	566	5	choices	choice	NOUN
framr-4143	566	6	about	about	ADP
framr-4143	566	7	control	control	NOUN
framr-4143	566	8	in	in	ADP
framr-4143	566	9	real	real	ADJ
framr-4143	566	10	-	-	PUNCT
framr-4143	566	11	time	time	NOUN
framr-4143	566	12	,	,	PUNCT
framr-4143	566	13	a	a	DET
framr-4143	566	14	digital	digital	ADJ
framr-4143	566	15	twin	twin	NOUN
framr-4143	566	16	may	may	AUX
framr-4143	566	17	be	be	AUX
framr-4143	566	18	utilized	utilize	VERB
framr-4143	566	19	to	to	PART
framr-4143	566	20	simulate	simulate	VERB
framr-4143	566	21	the	the	DET
framr-4143	566	22	physical	physical	ADJ
framr-4143	566	23	sc	sc	NOUN
framr-4143	566	24	by	by	ADP
framr-4143	566	25	using	use	VERB
framr-4143	566	26	real	real	ADJ
framr-4143	566	27	transportation	transportation	NOUN
framr-4143	566	28	,	,	PUNCT
framr-4143	566	29	inventory	inventory	NOUN
framr-4143	566	30	,	,	PUNCT
framr-4143	566	31	demand	demand	NOUN
framr-4143	566	32	,	,	PUNCT
framr-4143	566	33	and	and	CCONJ
framr-4143	566	34	capacity	capacity	NOUN
framr-4143	566	35	data	datum	NOUN
framr-4143	566	36	(	(	PUNCT
framr-4143	566	37	ivanov	ivanov	PROPN
framr-4143	566	38	&	&	CCONJ
framr-4143	566	39	dolgui	dolgui	PROPN
framr-4143	566	40	,	,	PUNCT
framr-4143	566	41	2021	2021	NUM
framr-4143	566	42	)	)	PUNCT
framr-4143	566	43	.	.	PUNCT
framr-4143	567	1	utilizing	utilize	VERB
framr-4143	567	2	supplier	supplier	NOUN
framr-4143	567	3	it	it	PRON
framr-4143	567	4	for	for	ADP
framr-4143	567	5	exploitation	exploitation	NOUN
framr-4143	567	6	streamlines	streamline	NOUN
framr-4143	567	7	upstream	upstream	ADJ
framr-4143	567	8	structured	structure	VERB
framr-4143	567	9	activities	activity	NOUN
framr-4143	567	10	such	such	ADJ
framr-4143	567	11	as	as	ADP
framr-4143	567	12	material	material	NOUN
framr-4143	567	13	shipment	shipment	NOUN
framr-4143	567	14	,	,	PUNCT
framr-4143	567	15	inventory	inventory	NOUN
framr-4143	567	16	management	management	NOUN
framr-4143	567	17	,	,	PUNCT
framr-4143	567	18	invoicing	invoicing	NOUN
framr-4143	567	19	,	,	PUNCT
framr-4143	567	20	and	and	CCONJ
framr-4143	567	21	buying	buying	NOUN
framr-4143	567	22	.	.	PUNCT
framr-4143	568	1	businesses	business	NOUN
framr-4143	568	2	may	may	AUX
framr-4143	568	3	swiftly	swiftly	ADV
framr-4143	568	4	find	find	VERB
framr-4143	568	5	alternative	alternative	ADJ
framr-4143	568	6	materials	material	NOUN
framr-4143	568	7	by	by	ADP
framr-4143	568	8	using	use	VERB
framr-4143	568	9	standardized	standardized	ADJ
framr-4143	568	10	and	and	CCONJ
framr-4143	568	11	institutionalized	institutionalize	VERB
framr-4143	568	12	information	information	NOUN
framr-4143	568	13	when	when	SCONJ
framr-4143	568	14	the	the	DET
framr-4143	568	15	upstream	upstream	NOUN
framr-4143	568	16	is	be	AUX
framr-4143	568	17	harmed	harm	VERB
framr-4143	568	18	by	by	ADP
framr-4143	568	19	disruptions	disruption	NOUN
framr-4143	568	20	.	.	PUNCT
framr-4143	569	1	this	this	PRON
framr-4143	569	2	enables	enable	VERB
framr-4143	569	3	businesses	business	NOUN
framr-4143	569	4	to	to	PART
framr-4143	569	5	address	address	VERB
framr-4143	569	6	material	material	NOUN
framr-4143	569	7	shortages	shortage	NOUN
framr-4143	569	8	and	and	CCONJ
framr-4143	569	9	bounce	bounce	VERB
framr-4143	569	10	back	back	ADV
framr-4143	569	11	from	from	ADP
framr-4143	569	12	disruptions	disruption	NOUN
framr-4143	569	13	quickly	quickly	ADV
framr-4143	569	14	,	,	PUNCT
framr-4143	569	15	which	which	PRON
framr-4143	569	16	improves	improve	VERB
framr-4143	569	17	supplier	supplier	NOUN
framr-4143	569	18	resilience	resilience	NOUN
framr-4143	569	19	(	(	PUNCT
framr-4143	569	20	gu	gu	PROPN
framr-4143	569	21	,	,	PUNCT
framr-4143	569	22	yang	yang	PROPN
framr-4143	569	23	,	,	PUNCT
framr-4143	569	24	&	&	CCONJ
framr-4143	569	25	huo	huo	PROPN
framr-4143	569	26	,	,	PUNCT
framr-4143	569	27	2021	2021	NUM
framr-4143	569	28	)	)	PUNCT
framr-4143	569	29	.	.	PUNCT
framr-4143	570	1	4.2	4.2	NUM
framr-4143	570	2	.	.	PUNCT
framr-4143	570	3	addressing	address	VERB
framr-4143	570	4	significant	significant	ADJ
framr-4143	570	5	challenges	challenge	NOUN
framr-4143	570	6	the	the	DET
framr-4143	570	7	primary	primary	ADJ
framr-4143	570	8	obstacles	obstacle	NOUN
framr-4143	570	9	to	to	PART
framr-4143	570	10	ai	ai	VERB
framr-4143	570	11	adoption	adoption	NOUN
framr-4143	570	12	in	in	ADP
framr-4143	570	13	supply	supply	NOUN
framr-4143	570	14	chain	chain	NOUN
framr-4143	570	15	management	management	NOUN
framr-4143	570	16	include	include	VERB
framr-4143	570	17	change	change	NOUN
framr-4143	570	18	management	management	NOUN
framr-4143	570	19	,	,	PUNCT
framr-4143	570	20	current	current	ADJ
framr-4143	570	21	technological	technological	ADJ
framr-4143	570	22	constraints	constraint	NOUN
framr-4143	570	23	,	,	PUNCT
framr-4143	570	24	human	human	ADJ
framr-4143	570	25	acceptance	acceptance	NOUN
framr-4143	570	26	of	of	ADP
framr-4143	570	27	these	these	DET
framr-4143	570	28	approaches	approach	NOUN
framr-4143	570	29	,	,	PUNCT
framr-4143	570	30	comprehension	comprehension	NOUN
framr-4143	570	31	and	and	CCONJ
framr-4143	570	32	usefulness	usefulness	NOUN
framr-4143	570	33	of	of	ADP
framr-4143	570	34	these	these	DET
framr-4143	570	35	techniques	technique	NOUN
framr-4143	570	36	,	,	PUNCT
framr-4143	570	37	and	and	CCONJ
framr-4143	570	38	people	people	NOUN
framr-4143	570	39	's	's	PART
framr-4143	570	40	existing	exist	VERB
framr-4143	570	41	expertise	expertise	NOUN
framr-4143	570	42	,	,	PUNCT
framr-4143	570	43	in	in	ADP
framr-4143	570	44	addition	addition	NOUN
framr-4143	570	45	to	to	ADP
framr-4143	570	46	the	the	DET
framr-4143	570	47	high	high	ADJ
framr-4143	570	48	implementation	implementation	NOUN
framr-4143	570	49	costs	cost	NOUN
framr-4143	570	50	of	of	ADP
framr-4143	570	51	such	such	ADJ
framr-4143	570	52	solutions	solution	NOUN
framr-4143	570	53	.	.	PUNCT
framr-4143	571	1	other	other	ADJ
framr-4143	571	2	obstacles	obstacle	NOUN
framr-4143	571	3	include	include	VERB
framr-4143	571	4	a	a	DET
framr-4143	571	5	lack	lack	NOUN
framr-4143	571	6	of	of	ADP
framr-4143	571	7	openness	openness	NOUN
framr-4143	571	8	,	,	PUNCT
framr-4143	571	9	problems	problem	NOUN
framr-4143	571	10	with	with	ADP
framr-4143	571	11	security	security	NOUN
framr-4143	571	12	and	and	CCONJ
framr-4143	571	13	privacy	privacy	NOUN
framr-4143	571	14	,	,	PUNCT
framr-4143	571	15	a	a	DET
framr-4143	571	16	lack	lack	NOUN
framr-4143	571	17	of	of	ADP
framr-4143	571	18	technological	technological	ADJ
framr-4143	571	19	principles	principle	NOUN
framr-4143	571	20	and	and	CCONJ
framr-4143	571	21	abilities	ability	NOUN
framr-4143	571	22	,	,	PUNCT
framr-4143	571	23	and	and	CCONJ
framr-4143	571	24	deficiencies	deficiency	NOUN
framr-4143	571	25	in	in	ADP
framr-4143	571	26	data	datum	NOUN
framr-4143	571	27	,	,	PUNCT
framr-4143	571	28	documentation	documentation	NOUN
framr-4143	571	29	,	,	PUNCT
framr-4143	571	30	and	and	CCONJ
framr-4143	571	31	the	the	DET
framr-4143	571	32	resilience	resilience	NOUN
framr-4143	571	33	of	of	ADP
framr-4143	571	34	these	these	DET
framr-4143	571	35	solutions	solution	NOUN
framr-4143	571	36	(	(	PUNCT
framr-4143	571	37	hangl	hangl	ADJ
framr-4143	571	38	,	,	PUNCT
framr-4143	571	39	behrens	behren	NOUN
framr-4143	571	40	,	,	PUNCT
framr-4143	571	41	&	&	CCONJ
framr-4143	571	42	krause	krause	PROPN
framr-4143	571	43	,	,	PUNCT
framr-4143	571	44	2022	2022	NUM
framr-4143	571	45	)	)	PUNCT
framr-4143	571	46	.	.	PUNCT
framr-4143	572	1	it	it	PRON
framr-4143	572	2	is	be	AUX
framr-4143	572	3	not	not	PART
framr-4143	572	4	easy	easy	ADJ
framr-4143	572	5	to	to	PART
framr-4143	572	6	integrate	integrate	VERB
framr-4143	572	7	blockchain	blockchain	PROPN
framr-4143	572	8	into	into	ADP
framr-4143	572	9	supply	supply	NOUN
framr-4143	572	10	chain	chain	NOUN
framr-4143	572	11	management	management	NOUN
framr-4143	572	12	.	.	PUNCT
framr-4143	573	1	it	it	PRON
framr-4143	573	2	is	be	AUX
framr-4143	573	3	necessary	necessary	ADJ
framr-4143	573	4	to	to	PART
framr-4143	573	5	carefully	carefully	ADV
framr-4143	573	6	negotiate	negotiate	VERB
framr-4143	573	7	regulatory	regulatory	ADJ
framr-4143	573	8	constraints	constraint	NOUN
framr-4143	573	9	,	,	PUNCT
framr-4143	573	10	scalability	scalability	NOUN
framr-4143	573	11	problems	problem	NOUN
framr-4143	573	12	,	,	PUNCT
framr-4143	573	13	and	and	CCONJ
framr-4143	573	14	interoperability	interoperability	NOUN
framr-4143	573	15	issues	issue	NOUN
framr-4143	573	16	.	.	PUNCT
framr-4143	574	1	unlocking	unlock	VERB
framr-4143	574	2	blockchain	blockchain	PROPN
framr-4143	574	3	's	's	PART
framr-4143	574	4	full	full	ADJ
framr-4143	574	5	potential	potential	NOUN
framr-4143	574	6	and	and	CCONJ
framr-4143	574	7	guaranteeing	guarantee	VERB
framr-4143	574	8	its	its	PRON
framr-4143	574	9	smooth	smooth	ADJ
framr-4143	574	10	incorporation	incorporation	NOUN
framr-4143	574	11	into	into	ADP
framr-4143	574	12	various	various	ADJ
framr-4143	574	13	supply	supply	NOUN
framr-4143	574	14	chain	chain	NOUN
framr-4143	574	15	contexts	context	NOUN
framr-4143	574	16	require	require	VERB
framr-4143	574	17	industry	industry	NOUN
framr-4143	574	18	-	-	PUNCT
framr-4143	574	19	wide	wide	ADJ
framr-4143	574	20	cooperation	cooperation	NOUN
framr-4143	574	21	and	and	CCONJ
framr-4143	574	22	standardization	standardization	NOUN
framr-4143	574	23	initiatives	initiative	NOUN
framr-4143	574	24	(	(	PUNCT
framr-4143	574	25	oriekhoe	oriekhoe	PROPN
framr-4143	574	26	et	et	PROPN
framr-4143	574	27	al	al	PROPN
framr-4143	574	28	.	.	PROPN
framr-4143	574	29	,	,	PUNCT
framr-4143	574	30	2024	2024	NUM
framr-4143	574	31	)	)	PUNCT
framr-4143	574	32	.	.	PUNCT
framr-4143	575	1	even	even	ADV
framr-4143	575	2	though	though	SCONJ
framr-4143	575	3	the	the	DET
framr-4143	575	4	developing	develop	VERB
framr-4143	575	5	idt	idt	NOUN
framr-4143	575	6	of	of	ADP
framr-4143	575	7	i4.0	i4.0	PROPN
framr-4143	575	8	has	have	AUX
framr-4143	575	9	attracted	attract	VERB
framr-4143	575	10	attention	attention	NOUN
framr-4143	575	11	recently	recently	ADV
framr-4143	575	12	,	,	PUNCT
framr-4143	575	13	research	research	NOUN
framr-4143	575	14	on	on	ADP
framr-4143	575	15	the	the	DET
framr-4143	575	16	advantages	advantage	NOUN
framr-4143	575	17	and	and	CCONJ
framr-4143	575	18	difficulties	difficulty	NOUN
framr-4143	575	19	of	of	ADP
framr-4143	575	20	adopting	adopt	VERB
framr-4143	575	21	these	these	DET
framr-4143	575	22	idt	idt	NOUN
framr-4143	575	23	and	and	CCONJ
framr-4143	575	24	their	their	PRON
framr-4143	575	25	role	role	NOUN
framr-4143	575	26	in	in	ADP
framr-4143	575	27	fostering	foster	VERB
framr-4143	575	28	an	an	DET
framr-4143	575	29	agile	agile	ADJ
framr-4143	575	30	supply	supply	NOUN
framr-4143	575	31	chain	chain	NOUN
framr-4143	575	32	is	be	AUX
framr-4143	575	33	still	still	ADV
framr-4143	575	34	in	in	ADP
framr-4143	575	35	its	its	PRON
framr-4143	575	36	infancy	infancy	NOUN
framr-4143	575	37	.	.	PUNCT
framr-4143	576	1	cybersecurity	cybersecurity	NOUN
framr-4143	576	2	,	,	PUNCT
framr-4143	576	3	sophisticated	sophisticated	ADJ
framr-4143	576	4	and	and	CCONJ
framr-4143	576	5	collaborative	collaborative	ADJ
framr-4143	576	6	robots	robot	NOUN
framr-4143	576	7	(	(	PUNCT
framr-4143	576	8	cobots	cobot	NOUN
framr-4143	576	9	)	)	PUNCT
framr-4143	576	10	,	,	PUNCT
framr-4143	576	11	virtual	virtual	ADJ
framr-4143	576	12	or	or	CCONJ
framr-4143	576	13	augmented	augment	VERB
framr-4143	576	14	reality	reality	NOUN
framr-4143	576	15	,	,	PUNCT
framr-4143	576	16	and	and	CCONJ
framr-4143	576	17	other	other	ADJ
framr-4143	576	18	technologies	technology	NOUN
framr-4143	576	19	are	be	AUX
framr-4143	576	20	not	not	PART
framr-4143	576	21	well	well	ADV
framr-4143	576	22	understood	understand	VERB
framr-4143	576	23	(	(	PUNCT
framr-4143	576	24	oliveira	oliveira	PROPN
framr-4143	576	25	-	-	PUNCT
framr-4143	576	26	dias	dias	PROPN
framr-4143	576	27	et	et	NOUN
framr-4143	576	28	al	al	PROPN
framr-4143	576	29	.	.	PROPN
framr-4143	576	30	,	,	PUNCT
framr-4143	576	31	2022	2022	NUM
framr-4143	576	32	)	)	PUNCT
framr-4143	576	33	.	.	PUNCT
framr-4143	577	1	the	the	DET
framr-4143	577	2	fundamental	fundamental	ADJ
framr-4143	577	3	issues	issue	NOUN
framr-4143	577	4	with	with	ADP
framr-4143	577	5	blockchain	blockchain	PROPN
framr-4143	577	6	technology	technology	PROPN
framr-4143	577	7	,	,	PUNCT
framr-4143	577	8	such	such	ADJ
framr-4143	577	9	as	as	ADP
framr-4143	577	10	security	security	NOUN
framr-4143	577	11	,	,	PUNCT
framr-4143	577	12	usability	usability	NOUN
framr-4143	577	13	,	,	PUNCT
framr-4143	577	14	and	and	CCONJ
framr-4143	577	15	technological	technological	ADJ
framr-4143	577	16	immaturity	immaturity	NOUN
framr-4143	577	17	,	,	PUNCT
framr-4143	577	18	comprise	comprise	VERB
framr-4143	577	19	the	the	DET
framr-4143	577	20	technological	technological	ADJ
framr-4143	577	21	hurdles	hurdle	NOUN
framr-4143	577	22	.	.	PUNCT
framr-4143	578	1	policies	policy	NOUN
framr-4143	578	2	,	,	PUNCT
framr-4143	578	3	culture	culture	NOUN
framr-4143	578	4	,	,	PUNCT
framr-4143	578	5	and	and	CCONJ
framr-4143	578	6	managerial	managerial	ADJ
framr-4143	578	7	commitment	commitment	NOUN
framr-4143	578	8	are	be	AUX
framr-4143	578	9	examples	example	NOUN
framr-4143	578	10	of	of	ADP
framr-4143	578	11	organizational	organizational	ADJ
framr-4143	578	12	aspects	aspect	NOUN
framr-4143	578	13	.	.	PUNCT
framr-4143	579	1	the	the	DET
framr-4143	579	2	supply	supply	NOUN
framr-4143	579	3	chain	chain	NOUN
framr-4143	579	4	(	(	PUNCT
framr-4143	579	5	inter	inter	ADJ
framr-4143	579	6	-	-	ADJ
framr-4143	579	7	organizational	organizational	ADJ
framr-4143	579	8	)	)	PUNCT
framr-4143	579	9	perspective	perspective	NOUN
framr-4143	579	10	financial	financial	ADJ
framr-4143	579	11	risk	risk	NOUN
framr-4143	579	12	and	and	CCONJ
framr-4143	579	13	management	management	NOUN
framr-4143	579	14	reviews	review	NOUN
framr-4143	579	15	,	,	PUNCT
framr-4143	579	16	2025	2025	NUM
framr-4143	579	17	,	,	PUNCT
framr-4143	579	18	11(1	11(1	NUM
framr-4143	579	19	):	):	PUNCT
framr-4143	579	20	72	72	NUM
framr-4143	579	21	-	-	SYM
framr-4143	579	22	102	102	NUM
framr-4143	579	23	93	93	NUM
framr-4143	579	24	©	©	ADP
framr-4143	579	25	2025	2025	NUM
framr-4143	579	26	conscientia	conscientia	PROPN
framr-4143	579	27	beam	beam	PROPN
framr-4143	579	28	.	.	PUNCT
framr-4143	580	1	all	all	DET
framr-4143	580	2	rights	right	NOUN
framr-4143	580	3	reserved	reserve	VERB
framr-4143	580	4	.	.	PUNCT
framr-4143	581	1	encompasses	encompass	VERB
framr-4143	581	2	issues	issue	NOUN
framr-4143	581	3	such	such	ADJ
framr-4143	581	4	as	as	ADP
framr-4143	581	5	lack	lack	NOUN
framr-4143	581	6	of	of	ADP
framr-4143	581	7	knowledge	knowledge	NOUN
framr-4143	581	8	,	,	PUNCT
framr-4143	581	9	difficulty	difficulty	NOUN
framr-4143	581	10	with	with	ADP
framr-4143	581	11	collaboration	collaboration	NOUN
framr-4143	581	12	,	,	PUNCT
framr-4143	581	13	and	and	CCONJ
framr-4143	581	14	information	information	NOUN
framr-4143	581	15	disclosure	disclosure	NOUN
framr-4143	581	16	(	(	PUNCT
framr-4143	581	17	kouhizadeh	kouhizadeh	PROPN
framr-4143	581	18	,	,	PUNCT
framr-4143	581	19	saberi	saberi	NOUN
framr-4143	581	20	,	,	PUNCT
framr-4143	581	21	&	&	CCONJ
framr-4143	581	22	sarkis	sarkis	PROPN
framr-4143	581	23	,	,	PUNCT
framr-4143	581	24	2021	2021	NUM
framr-4143	581	25	)	)	PUNCT
framr-4143	581	26	.	.	PUNCT
framr-4143	582	1	one	one	NUM
framr-4143	582	2	of	of	ADP
framr-4143	582	3	the	the	DET
framr-4143	582	4	biggest	big	ADJ
framr-4143	582	5	obstacles	obstacle	NOUN
framr-4143	582	6	to	to	ADP
framr-4143	582	7	the	the	DET
framr-4143	582	8	effective	effective	ADJ
framr-4143	582	9	adoption	adoption	NOUN
framr-4143	582	10	of	of	ADP
framr-4143	582	11	blockchain	blockchain	PROPN
framr-4143	582	12	technology	technology	PROPN
framr-4143	582	13	is	be	AUX
framr-4143	582	14	the	the	DET
framr-4143	582	15	business	business	NOUN
framr-4143	582	16	owner	owner	NOUN
framr-4143	582	17	's	's	PART
framr-4143	582	18	reluctance	reluctance	NOUN
framr-4143	582	19	to	to	PART
framr-4143	582	20	try	try	VERB
framr-4143	582	21	out	out	ADP
framr-4143	582	22	novel	novel	ADJ
framr-4143	582	23	technologies	technology	NOUN
framr-4143	582	24	.	.	PUNCT
framr-4143	583	1	a	a	DET
framr-4143	583	2	significant	significant	ADJ
framr-4143	583	3	obstacle	obstacle	NOUN
framr-4143	583	4	to	to	ADP
framr-4143	583	5	striking	strike	VERB
framr-4143	583	6	a	a	DET
framr-4143	583	7	balance	balance	NOUN
framr-4143	583	8	between	between	ADP
framr-4143	583	9	the	the	DET
framr-4143	583	10	benefits	benefit	NOUN
framr-4143	583	11	offered	offer	VERB
framr-4143	583	12	and	and	CCONJ
framr-4143	583	13	the	the	DET
framr-4143	583	14	possibility	possibility	NOUN
framr-4143	583	15	of	of	ADP
framr-4143	583	16	any	any	DET
framr-4143	583	17	unexpected	unexpected	ADJ
framr-4143	583	18	repercussions	repercussion	NOUN
framr-4143	583	19	that	that	PRON
framr-4143	583	20	may	may	AUX
framr-4143	583	21	follow	follow	VERB
framr-4143	583	22	is	be	AUX
framr-4143	583	23	regulatory	regulatory	ADJ
framr-4143	583	24	ambiguity	ambiguity	NOUN
framr-4143	583	25	(	(	PUNCT
framr-4143	583	26	mathivathanan	mathivathanan	NOUN
framr-4143	583	27	,	,	PUNCT
framr-4143	583	28	mathiyazhagan	mathiyazhagan	NOUN
framr-4143	583	29	,	,	PUNCT
framr-4143	583	30	rana	rana	PROPN
framr-4143	583	31	,	,	PUNCT
framr-4143	583	32	khorana	khorana	PROPN
framr-4143	583	33	,	,	PUNCT
framr-4143	583	34	&	&	CCONJ
framr-4143	583	35	dwivedi	dwivedi	PROPN
framr-4143	583	36	,	,	PUNCT
framr-4143	583	37	2021	2021	NUM
framr-4143	583	38	)	)	PUNCT
framr-4143	583	39	.	.	PUNCT
framr-4143	584	1	the	the	DET
framr-4143	584	2	most	most	ADV
framr-4143	584	3	significant	significant	ADJ
framr-4143	584	4	obstacles	obstacle	NOUN
framr-4143	584	5	are	be	AUX
framr-4143	584	6	transaction	transaction	NOUN
framr-4143	584	7	-	-	PUNCT
framr-4143	584	8	level	level	NOUN
framr-4143	584	9	uncertainty	uncertainty	NOUN
framr-4143	584	10	(	(	PUNCT
framr-4143	584	11	b1	b1	NOUN
framr-4143	584	12	)	)	PUNCT
framr-4143	584	13	,	,	PUNCT
framr-4143	584	14	usage	usage	NOUN
framr-4143	584	15	in	in	ADP
framr-4143	584	16	the	the	DET
framr-4143	584	17	underground	underground	ADJ
framr-4143	584	18	economy	economy	NOUN
framr-4143	584	19	(	(	PUNCT
framr-4143	584	20	b2	b2	NOUN
framr-4143	584	21	)	)	PUNCT
framr-4143	584	22	,	,	PUNCT
framr-4143	584	23	management	management	NOUN
framr-4143	584	24	commitment	commitment	NOUN
framr-4143	584	25	(	(	PUNCT
framr-4143	584	26	b5	b5	PROPN
framr-4143	584	27	)	)	PUNCT
framr-4143	584	28	,	,	PUNCT
framr-4143	584	29	scalability	scalability	NOUN
framr-4143	584	30	issues	issue	NOUN
framr-4143	584	31	(	(	PUNCT
framr-4143	584	32	b3	b3	PROPN
framr-4143	584	33	)	)	PUNCT
framr-4143	584	34	,	,	PUNCT
framr-4143	584	35	and	and	CCONJ
framr-4143	584	36	privacy	privacy	NOUN
framr-4143	584	37	threats	threat	NOUN
framr-4143	584	38	(	(	PUNCT
framr-4143	584	39	b4	b4	NOUN
framr-4143	584	40	)	)	PUNCT
framr-4143	584	41	,	,	PUNCT
framr-4143	584	42	in	in	ADP
framr-4143	584	43	that	that	DET
framr-4143	584	44	order	order	NOUN
framr-4143	584	45	of	of	ADP
framr-4143	584	46	significance	significance	NOUN
framr-4143	584	47	(	(	PUNCT
framr-4143	584	48	vafadarnikjoo	vafadarnikjoo	NOUN
framr-4143	584	49	,	,	PUNCT
framr-4143	584	50	badri	badri	PROPN
framr-4143	584	51	ahmadi	ahmadi	PROPN
framr-4143	584	52	,	,	PUNCT
framr-4143	584	53	liou	liou	NOUN
framr-4143	584	54	,	,	PUNCT
framr-4143	584	55	botelho	botelho	NOUN
framr-4143	584	56	,	,	PUNCT
framr-4143	584	57	&	&	CCONJ
framr-4143	584	58	chalvatzis	chalvatzi	NOUN
framr-4143	584	59	,	,	PUNCT
framr-4143	584	60	2023	2023	NUM
framr-4143	584	61	)	)	PUNCT
framr-4143	584	62	.	.	PUNCT
framr-4143	585	1	iot	iot	PROPN
framr-4143	585	2	has	have	VERB
framr-4143	585	3	a	a	DET
framr-4143	585	4	lot	lot	NOUN
framr-4143	585	5	of	of	ADP
framr-4143	585	6	potential	potential	ADJ
framr-4143	585	7	uses	use	NOUN
framr-4143	585	8	in	in	ADP
framr-4143	585	9	supply	supply	NOUN
framr-4143	585	10	chains	chain	NOUN
framr-4143	585	11	,	,	PUNCT
framr-4143	585	12	however	however	ADV
framr-4143	585	13	there	there	PRON
framr-4143	585	14	are	be	VERB
framr-4143	585	15	a	a	DET
framr-4143	585	16	lot	lot	NOUN
framr-4143	585	17	of	of	ADP
framr-4143	585	18	implementation	implementation	NOUN
framr-4143	585	19	issues	issue	NOUN
framr-4143	585	20	with	with	ADP
framr-4143	585	21	the	the	DET
framr-4143	585	22	technology	technology	NOUN
framr-4143	585	23	.	.	PUNCT
framr-4143	586	1	the	the	DET
framr-4143	586	2	supply	supply	NOUN
framr-4143	586	3	chain	chain	NOUN
framr-4143	586	4	faces	face	VERB
framr-4143	586	5	major	major	ADJ
framr-4143	586	6	obstacles	obstacle	NOUN
framr-4143	586	7	in	in	ADP
framr-4143	586	8	utilizing	utilize	VERB
framr-4143	586	9	iot	iot	NOUN
framr-4143	586	10	to	to	ADP
framr-4143	586	11	its	its	PRON
framr-4143	586	12	full	full	ADJ
framr-4143	586	13	potential	potential	NOUN
framr-4143	586	14	,	,	PUNCT
framr-4143	586	15	including	include	VERB
framr-4143	586	16	security	security	NOUN
framr-4143	586	17	,	,	PUNCT
framr-4143	586	18	privacy	privacy	NOUN
framr-4143	586	19	,	,	PUNCT
framr-4143	586	20	and	and	CCONJ
framr-4143	586	21	scalability	scalability	NOUN
framr-4143	586	22	.	.	PUNCT
framr-4143	587	1	iot	iot	PROPN
framr-4143	587	2	is	be	AUX
framr-4143	587	3	a	a	DET
framr-4143	587	4	wireless	wireless	ADJ
framr-4143	587	5	technology	technology	NOUN
framr-4143	587	6	,	,	PUNCT
framr-4143	587	7	and	and	CCONJ
framr-4143	587	8	numerous	numerous	ADJ
framr-4143	587	9	sensor	sensor	NOUN
framr-4143	587	10	nodes	node	NOUN
framr-4143	587	11	provide	provide	VERB
framr-4143	587	12	the	the	DET
framr-4143	587	13	foundation	foundation	NOUN
framr-4143	587	14	for	for	ADP
framr-4143	587	15	applications	application	NOUN
framr-4143	587	16	.	.	PUNCT
framr-4143	588	1	as	as	ADP
framr-4143	588	2	a	a	DET
framr-4143	588	3	result	result	NOUN
framr-4143	588	4	,	,	PUNCT
framr-4143	588	5	it	it	PRON
framr-4143	588	6	raises	raise	VERB
framr-4143	588	7	several	several	ADJ
framr-4143	588	8	possible	possible	ADJ
framr-4143	588	9	security	security	NOUN
framr-4143	588	10	issues	issue	NOUN
framr-4143	588	11	for	for	ADP
framr-4143	588	12	users	user	NOUN
framr-4143	588	13	with	with	ADP
framr-4143	588	14	relation	relation	NOUN
framr-4143	588	15	to	to	ADP
framr-4143	588	16	data	datum	NOUN
framr-4143	588	17	storage	storage	NOUN
framr-4143	588	18	,	,	PUNCT
framr-4143	588	19	data	datum	NOUN
framr-4143	588	20	breach	breach	NOUN
framr-4143	588	21	during	during	ADP
framr-4143	588	22	wireless	wireless	ADJ
framr-4143	588	23	transmission	transmission	NOUN
framr-4143	588	24	,	,	PUNCT
framr-4143	588	25	and	and	CCONJ
framr-4143	588	26	storage	storage	NOUN
framr-4143	588	27	site	site	NOUN
framr-4143	588	28	security	security	NOUN
framr-4143	588	29	.	.	PUNCT
framr-4143	589	1	certain	certain	ADJ
framr-4143	589	2	iot	iot	PROPN
framr-4143	589	3	data	datum	NOUN
framr-4143	589	4	are	be	AUX
framr-4143	589	5	extremely	extremely	ADV
framr-4143	589	6	sensitive	sensitive	ADJ
framr-4143	589	7	,	,	PUNCT
framr-4143	589	8	may	may	AUX
framr-4143	589	9	have	have	VERB
framr-4143	589	10	significant	significant	ADJ
framr-4143	589	11	societal	societal	ADJ
framr-4143	589	12	repercussions	repercussion	NOUN
framr-4143	589	13	,	,	PUNCT
framr-4143	589	14	and	and	CCONJ
framr-4143	589	15	are	be	AUX
framr-4143	589	16	legally	legally	ADV
framr-4143	589	17	protected	protect	VERB
framr-4143	589	18	.	.	PUNCT
framr-4143	590	1	rfid	rfid	NOUN
framr-4143	590	2	technology	technology	NOUN
framr-4143	590	3	has	have	VERB
framr-4143	590	4	the	the	DET
framr-4143	590	5	potential	potential	NOUN
framr-4143	590	6	to	to	PART
framr-4143	590	7	violate	violate	VERB
framr-4143	590	8	civil	civil	ADJ
framr-4143	590	9	rights	right	NOUN
framr-4143	590	10	and	and	CCONJ
framr-4143	590	11	harm	harm	NOUN
framr-4143	590	12	consumer	consumer	NOUN
framr-4143	590	13	privacy	privacy	NOUN
framr-4143	590	14	if	if	SCONJ
framr-4143	590	15	protections	protection	NOUN
framr-4143	590	16	are	be	AUX
framr-4143	590	17	not	not	PART
framr-4143	590	18	put	put	VERB
framr-4143	590	19	in	in	ADP
framr-4143	590	20	place	place	NOUN
framr-4143	590	21	(	(	PUNCT
framr-4143	590	22	attaran	attaran	ADJ
framr-4143	590	23	,	,	PUNCT
framr-4143	590	24	2020	2020	NUM
framr-4143	590	25	)	)	PUNCT
framr-4143	590	26	.	.	PUNCT
framr-4143	591	1	given	give	VERB
framr-4143	591	2	that	that	PRON
framr-4143	591	3	supply	supply	NOUN
framr-4143	591	4	chains	chain	NOUN
framr-4143	591	5	are	be	AUX
framr-4143	591	6	intricate	intricate	ADJ
framr-4143	591	7	systems	system	NOUN
framr-4143	591	8	of	of	ADP
framr-4143	591	9	systems	system	NOUN
framr-4143	591	10	(	(	PUNCT
framr-4143	591	11	sos	sos	PROPN
framr-4143	591	12	)	)	PUNCT
framr-4143	591	13	,	,	PUNCT
framr-4143	591	14	cyberattacks	cyberattack	NOUN
framr-4143	591	15	may	may	AUX
framr-4143	591	16	have	have	VERB
framr-4143	591	17	an	an	DET
framr-4143	591	18	impact	impact	NOUN
framr-4143	591	19	at	at	ADP
framr-4143	591	20	the	the	DET
framr-4143	591	21	corporate	corporate	ADJ
framr-4143	591	22	level	level	NOUN
framr-4143	591	23	,	,	PUNCT
framr-4143	591	24	particularly	particularly	ADV
framr-4143	591	25	if	if	SCONJ
framr-4143	591	26	supply	supply	NOUN
framr-4143	591	27	chain	chain	NOUN
framr-4143	591	28	components	component	NOUN
framr-4143	591	29	depend	depend	VERB
framr-4143	591	30	on	on	ADP
framr-4143	591	31	data	datum	NOUN
framr-4143	591	32	from	from	ADP
framr-4143	591	33	the	the	DET
framr-4143	591	34	internet	internet	NOUN
framr-4143	591	35	of	of	ADP
framr-4143	591	36	things	thing	NOUN
framr-4143	591	37	.	.	PUNCT
framr-4143	592	1	their	their	PRON
framr-4143	592	2	effective	effective	ADJ
framr-4143	592	3	security	security	NOUN
framr-4143	592	4	is	be	AUX
framr-4143	592	5	challenged	challenge	VERB
framr-4143	592	6	by	by	ADP
framr-4143	592	7	the	the	DET
framr-4143	592	8	integration	integration	NOUN
framr-4143	592	9	of	of	ADP
framr-4143	592	10	infrastructure	infrastructure	NOUN
framr-4143	592	11	,	,	PUNCT
framr-4143	592	12	technology	technology	NOUN
framr-4143	592	13	,	,	PUNCT
framr-4143	592	14	and	and	CCONJ
framr-4143	592	15	supply	supply	VERB
framr-4143	592	16	chain	chain	NOUN
framr-4143	592	17	subnetworks	subnetwork	NOUN
framr-4143	592	18	into	into	ADP
framr-4143	592	19	broader	broad	ADJ
framr-4143	592	20	military	military	ADJ
framr-4143	592	21	ecosystems	ecosystem	NOUN
framr-4143	592	22	.	.	PUNCT
framr-4143	593	1	implementing	implement	VERB
framr-4143	593	2	enterprise	enterprise	NOUN
framr-4143	593	3	architecture	architecture	NOUN
framr-4143	593	4	(	(	PUNCT
framr-4143	593	5	ea	ea	NOUN
framr-4143	593	6	)	)	PUNCT
framr-4143	593	7	strategies	strategy	NOUN
framr-4143	593	8	is	be	AUX
framr-4143	593	9	one	one	NUM
framr-4143	593	10	possible	possible	ADJ
framr-4143	593	11	way	way	NOUN
framr-4143	593	12	to	to	PART
framr-4143	593	13	lessen	lessen	VERB
framr-4143	593	14	the	the	DET
framr-4143	593	15	hazards	hazard	NOUN
framr-4143	593	16	that	that	SCONJ
framr-4143	593	17	system	system	NOUN
framr-4143	593	18	integration	integration	NOUN
framr-4143	593	19	within	within	ADP
framr-4143	593	20	complex	complex	ADJ
framr-4143	593	21	supply	supply	NOUN
framr-4143	593	22	chain	chain	NOUN
framr-4143	593	23	systems	system	NOUN
framr-4143	593	24	poses	pose	NOUN
framr-4143	593	25	(	(	PUNCT
framr-4143	593	26	sobb	sobb	NOUN
framr-4143	593	27	,	,	PUNCT
framr-4143	593	28	turnbull	turnbull	PROPN
framr-4143	593	29	,	,	PUNCT
framr-4143	593	30	&	&	CCONJ
framr-4143	593	31	moustafa	moustafa	PROPN
framr-4143	593	32	,	,	PUNCT
framr-4143	593	33	2020	2020	NUM
framr-4143	593	34	)	)	PUNCT
framr-4143	593	35	.	.	PUNCT
framr-4143	594	1	4.3	4.3	NUM
framr-4143	594	2	.	.	X
framr-4143	594	3	opening	open	VERB
framr-4143	594	4	doors	door	NOUN
framr-4143	594	5	to	to	ADP
framr-4143	594	6	future	future	ADJ
framr-4143	594	7	innovations	innovation	NOUN
framr-4143	594	8	new	new	ADJ
framr-4143	594	9	technology	technology	NOUN
framr-4143	594	10	developments	development	NOUN
framr-4143	594	11	in	in	ADP
framr-4143	594	12	the	the	DET
framr-4143	594	13	sc	sc	PROPN
framr-4143	594	14	field	field	NOUN
framr-4143	594	15	prove	prove	VERB
framr-4143	594	16	to	to	PART
framr-4143	594	17	be	be	AUX
framr-4143	594	18	game	game	NOUN
framr-4143	594	19	-	-	PUNCT
framr-4143	594	20	changers	changer	NOUN
framr-4143	594	21	for	for	ADP
framr-4143	594	22	many	many	ADJ
framr-4143	594	23	firms	firm	NOUN
framr-4143	594	24	.	.	PUNCT
framr-4143	595	1	several	several	ADJ
framr-4143	595	2	writers	writer	NOUN
framr-4143	595	3	claim	claim	VERB
framr-4143	595	4	that	that	SCONJ
framr-4143	595	5	ai	ai	VERB
framr-4143	595	6	in	in	ADP
framr-4143	595	7	supply	supply	NOUN
framr-4143	595	8	chain	chain	NOUN
framr-4143	595	9	management	management	NOUN
framr-4143	595	10	(	(	PUNCT
framr-4143	595	11	scm	scm	PROPN
framr-4143	595	12	)	)	PUNCT
framr-4143	595	13	would	would	AUX
framr-4143	595	14	enable	enable	VERB
framr-4143	595	15	businesses	business	NOUN
framr-4143	595	16	to	to	PART
framr-4143	595	17	see	see	VERB
framr-4143	595	18	everything	everything	PRON
framr-4143	595	19	from	from	ADP
framr-4143	595	20	the	the	DET
framr-4143	595	21	raw	raw	ADJ
framr-4143	595	22	material	material	NOUN
framr-4143	595	23	to	to	ADP
framr-4143	595	24	the	the	DET
framr-4143	595	25	final	final	ADJ
framr-4143	595	26	customer	customer	NOUN
framr-4143	595	27	,	,	PUNCT
framr-4143	595	28	giving	give	VERB
framr-4143	595	29	them	they	PRON
framr-4143	595	30	more	more	ADJ
framr-4143	595	31	time	time	NOUN
framr-4143	595	32	to	to	PART
framr-4143	595	33	make	make	VERB
framr-4143	595	34	choices	choice	NOUN
framr-4143	595	35	and	and	CCONJ
framr-4143	595	36	take	take	VERB
framr-4143	595	37	remedial	remedial	ADJ
framr-4143	595	38	action	action	NOUN
framr-4143	595	39	(	(	PUNCT
framr-4143	595	40	hangl	hangl	PROPN
framr-4143	595	41	et	et	PROPN
framr-4143	595	42	al	al	PROPN
framr-4143	595	43	.	.	PROPN
framr-4143	595	44	,	,	PUNCT
framr-4143	595	45	2022	2022	NUM
framr-4143	595	46	)	)	PUNCT
framr-4143	595	47	.	.	PUNCT
framr-4143	596	1	blockchain	blockchain	PROPN
framr-4143	596	2	will	will	AUX
framr-4143	596	3	become	become	VERB
framr-4143	596	4	an	an	DET
framr-4143	596	5	essential	essential	ADJ
framr-4143	596	6	instrument	instrument	NOUN
framr-4143	596	7	for	for	ADP
framr-4143	596	8	the	the	DET
framr-4143	596	9	optimization	optimization	NOUN
framr-4143	596	10	and	and	CCONJ
framr-4143	596	11	transformation	transformation	NOUN
framr-4143	596	12	of	of	ADP
framr-4143	596	13	global	global	ADJ
framr-4143	596	14	supply	supply	NOUN
framr-4143	596	15	chains	chain	NOUN
framr-4143	596	16	as	as	ADP
framr-4143	596	17	a	a	DET
framr-4143	596	18	result	result	NOUN
framr-4143	596	19	of	of	ADP
framr-4143	596	20	crossindustry	crossindustry	NOUN
framr-4143	596	21	collaboration	collaboration	NOUN
framr-4143	596	22	and	and	CCONJ
framr-4143	596	23	the	the	DET
framr-4143	596	24	development	development	NOUN
framr-4143	596	25	of	of	ADP
framr-4143	596	26	decentralized	decentralized	ADJ
framr-4143	596	27	autonomous	autonomous	ADJ
framr-4143	596	28	organizations	organization	NOUN
framr-4143	596	29	(	(	PUNCT
framr-4143	596	30	daos	daos	PROPN
framr-4143	596	31	)	)	PUNCT
framr-4143	596	32	.	.	PUNCT
framr-4143	597	1	businesses	business	NOUN
framr-4143	597	2	who	who	PRON
framr-4143	597	3	adapt	adapt	VERB
framr-4143	597	4	to	to	ADP
framr-4143	597	5	this	this	DET
framr-4143	597	6	changing	change	VERB
framr-4143	597	7	environment	environment	NOUN
framr-4143	597	8	by	by	ADP
framr-4143	597	9	taking	take	VERB
framr-4143	597	10	proactive	proactive	ADJ
framr-4143	597	11	measures	measure	NOUN
framr-4143	597	12	to	to	PART
framr-4143	597	13	overcome	overcome	VERB
framr-4143	597	14	obstacles	obstacle	NOUN
framr-4143	597	15	,	,	PUNCT
framr-4143	597	16	valuing	value	VERB
framr-4143	597	17	teamwork	teamwork	NOUN
framr-4143	597	18	,	,	PUNCT
framr-4143	597	19	and	and	CCONJ
framr-4143	597	20	utilizing	utilize	VERB
framr-4143	597	21	all	all	PRON
framr-4143	597	22	of	of	ADP
framr-4143	597	23	block	block	NOUN
framr-4143	597	24	chain	chain	NOUN
framr-4143	597	25	's	's	PART
framr-4143	597	26	possibilities	possibility	NOUN
framr-4143	597	27	will	will	AUX
framr-4143	597	28	not	not	PART
framr-4143	597	29	only	only	ADV
framr-4143	597	30	streamline	streamline	VERB
framr-4143	597	31	their	their	PRON
framr-4143	597	32	supply	supply	NOUN
framr-4143	597	33	chain	chain	NOUN
framr-4143	597	34	processes	process	NOUN
framr-4143	597	35	but	but	CCONJ
framr-4143	597	36	also	also	ADV
framr-4143	597	37	set	set	VERB
framr-4143	597	38	themselves	themselves	PRON
framr-4143	597	39	up	up	ADP
framr-4143	597	40	for	for	ADP
framr-4143	597	41	success	success	NOUN
framr-4143	597	42	as	as	ADP
framr-4143	597	43	a	a	DET
framr-4143	597	44	leader	leader	NOUN
framr-4143	597	45	in	in	ADP
framr-4143	597	46	the	the	DET
framr-4143	597	47	coming	come	VERB
framr-4143	597	48	era	era	NOUN
framr-4143	597	49	of	of	ADP
framr-4143	597	50	international	international	ADJ
framr-4143	597	51	trade	trade	NOUN
framr-4143	597	52	.	.	PUNCT
framr-4143	598	1	as	as	SCONJ
framr-4143	598	2	the	the	DET
framr-4143	598	3	voyage	voyage	NOUN
framr-4143	598	4	proceeds	proceed	NOUN
framr-4143	598	5	,	,	PUNCT
framr-4143	598	6	block	block	NOUN
framr-4143	598	7	chain	chain	NOUN
framr-4143	598	8	serves	serve	VERB
framr-4143	598	9	as	as	ADP
framr-4143	598	10	a	a	DET
framr-4143	598	11	light	light	NOUN
framr-4143	598	12	,	,	PUNCT
framr-4143	598	13	pointing	point	VERB
framr-4143	598	14	the	the	DET
framr-4143	598	15	way	way	NOUN
framr-4143	598	16	in	in	ADP
framr-4143	598	17	the	the	DET
framr-4143	598	18	direction	direction	NOUN
framr-4143	598	19	of	of	ADP
framr-4143	598	20	supply	supply	NOUN
framr-4143	598	21	chain	chain	NOUN
framr-4143	598	22	management	management	NOUN
framr-4143	598	23	's	's	PART
framr-4143	598	24	more	more	ADV
framr-4143	598	25	inventive	inventive	ADJ
framr-4143	598	26	,	,	PUNCT
framr-4143	598	27	transparent	transparent	ADJ
framr-4143	598	28	,	,	PUNCT
framr-4143	598	29	and	and	CCONJ
framr-4143	598	30	efficient	efficient	ADJ
framr-4143	598	31	future	future	NOUN
framr-4143	598	32	(	(	PUNCT
framr-4143	598	33	oriekhoe	oriekhoe	PROPN
framr-4143	598	34	et	et	PROPN
framr-4143	598	35	al	al	PROPN
framr-4143	598	36	.	.	PROPN
framr-4143	598	37	,	,	PUNCT
framr-4143	598	38	2024	2024	NUM
framr-4143	598	39	)	)	PUNCT
framr-4143	598	40	.	.	PUNCT
framr-4143	599	1	scrm	scrm	PROPN
framr-4143	599	2	is	be	AUX
framr-4143	599	3	being	be	AUX
framr-4143	599	4	revolutionized	revolutionize	VERB
framr-4143	599	5	by	by	ADP
framr-4143	599	6	ai	ai	PROPN
framr-4143	599	7	and	and	CCONJ
framr-4143	599	8	ml	ml	NOUN
framr-4143	599	9	,	,	PUNCT
framr-4143	599	10	which	which	PRON
framr-4143	599	11	make	make	VERB
framr-4143	599	12	predictive	predictive	ADJ
framr-4143	599	13	modeling	modeling	NOUN
framr-4143	599	14	possible	possible	ADJ
framr-4143	599	15	for	for	ADP
framr-4143	599	16	more	more	ADV
framr-4143	599	17	precise	precise	ADJ
framr-4143	599	18	risk	risk	NOUN
framr-4143	599	19	assessment	assessment	NOUN
framr-4143	599	20	(	(	PUNCT
framr-4143	599	21	coker	coker	NOUN
framr-4143	599	22	,	,	PUNCT
framr-4143	599	23	uzougbo	uzougbo	NOUN
framr-4143	599	24	,	,	PUNCT
framr-4143	599	25	oguejiofor	oguejiofor	PROPN
framr-4143	599	26	,	,	PUNCT
framr-4143	599	27	&	&	CCONJ
framr-4143	599	28	akagha	akagha	PROPN
framr-4143	599	29	,	,	PUNCT
framr-4143	599	30	2023	2023	NUM
framr-4143	599	31	)	)	PUNCT
framr-4143	599	32	.	.	PUNCT
framr-4143	600	1	the	the	DET
framr-4143	600	2	growing	grow	VERB
framr-4143	600	3	integration	integration	NOUN
framr-4143	600	4	of	of	ADP
framr-4143	600	5	robots	robot	NOUN
framr-4143	600	6	,	,	PUNCT
framr-4143	600	7	automation	automation	NOUN
framr-4143	600	8	,	,	PUNCT
framr-4143	600	9	machine	machine	NOUN
framr-4143	600	10	learning	learning	NOUN
framr-4143	600	11	,	,	PUNCT
framr-4143	600	12	and	and	CCONJ
framr-4143	600	13	artificial	artificial	ADJ
framr-4143	600	14	intelligence	intelligence	NOUN
framr-4143	600	15	will	will	AUX
framr-4143	600	16	define	define	VERB
framr-4143	600	17	future	future	ADJ
framr-4143	600	18	developments	development	NOUN
framr-4143	600	19	in	in	ADP
framr-4143	600	20	scrm	scrm	NOUN
framr-4143	600	21	and	and	CCONJ
framr-4143	600	22	technology	technology	NOUN
framr-4143	600	23	.	.	PUNCT
framr-4143	601	1	these	these	DET
framr-4143	601	2	developments	development	NOUN
framr-4143	601	3	enable	enable	VERB
framr-4143	601	4	businesses	business	NOUN
framr-4143	601	5	to	to	PART
framr-4143	601	6	automate	automate	VERB
framr-4143	601	7	decision	decision	NOUN
framr-4143	601	8	-	-	PUNCT
framr-4143	601	9	making	make	VERB
framr-4143	601	10	procedures	procedure	NOUN
framr-4143	601	11	,	,	PUNCT
framr-4143	601	12	streamline	streamline	VERB
framr-4143	601	13	warehousing	warehousing	NOUN
framr-4143	601	14	and	and	CCONJ
framr-4143	601	15	logistics	logistic	NOUN
framr-4143	601	16	,	,	PUNCT
framr-4143	601	17	and	and	CCONJ
framr-4143	601	18	proactively	proactively	ADV
framr-4143	601	19	detect	detect	VERB
framr-4143	601	20	and	and	CCONJ
framr-4143	601	21	address	address	VERB
framr-4143	601	22	hazards	hazard	NOUN
framr-4143	601	23	.	.	PUNCT
framr-4143	602	1	organizations	organization	NOUN
framr-4143	602	2	who	who	PRON
framr-4143	602	3	adopt	adopt	VERB
framr-4143	602	4	and	and	CCONJ
framr-4143	602	5	strategically	strategically	ADV
framr-4143	602	6	apply	apply	VERB
framr-4143	602	7	these	these	DET
framr-4143	602	8	technologies	technology	NOUN
framr-4143	602	9	will	will	AUX
framr-4143	602	10	be	be	AUX
framr-4143	602	11	better	well	ADV
framr-4143	602	12	able	able	ADJ
framr-4143	602	13	to	to	PART
framr-4143	602	14	handle	handle	VERB
framr-4143	602	15	the	the	DET
framr-4143	602	16	complexity	complexity	NOUN
framr-4143	602	17	of	of	ADP
framr-4143	602	18	today	today	NOUN
framr-4143	602	19	's	's	PART
framr-4143	602	20	supply	supply	NOUN
framr-4143	602	21	chain	chain	NOUN
framr-4143	602	22	environment	environment	NOUN
framr-4143	602	23	as	as	SCONJ
framr-4143	602	24	these	these	DET
framr-4143	602	25	trends	trend	NOUN
framr-4143	602	26	continue	continue	VERB
framr-4143	602	27	to	to	PART
framr-4143	602	28	develop	develop	VERB
framr-4143	602	29	(	(	PUNCT
framr-4143	602	30	odimarha	odimarha	ADJ
framr-4143	602	31	,	,	PUNCT
framr-4143	602	32	ayodeji	ayodeji	NOUN
framr-4143	602	33	,	,	PUNCT
framr-4143	602	34	&	&	CCONJ
framr-4143	602	35	abaku	abaku	PROPN
framr-4143	602	36	,	,	PUNCT
framr-4143	602	37	2024	2024	NUM
framr-4143	602	38	)	)	PUNCT
framr-4143	602	39	.	.	PUNCT
framr-4143	603	1	proactive	proactive	ADJ
framr-4143	603	2	risk	risk	NOUN
framr-4143	603	3	mitigation	mitigation	NOUN
framr-4143	603	4	techniques	technique	NOUN
framr-4143	603	5	are	be	AUX
framr-4143	603	6	made	make	VERB
framr-4143	603	7	possible	possible	ADJ
framr-4143	603	8	by	by	ADP
framr-4143	603	9	early	early	ADJ
framr-4143	603	10	detection	detection	NOUN
framr-4143	603	11	of	of	ADP
framr-4143	603	12	possible	possible	ADJ
framr-4143	603	13	threats	threat	NOUN
framr-4143	603	14	.	.	PUNCT
framr-4143	604	1	decision	decision	NOUN
framr-4143	604	2	-	-	PUNCT
framr-4143	604	3	making	make	VERB
framr-4143	604	4	processes	process	NOUN
framr-4143	604	5	are	be	AUX
framr-4143	604	6	improved	improve	VERB
framr-4143	604	7	by	by	ADP
framr-4143	604	8	increased	increase	VERB
framr-4143	604	9	forecasting	forecasting	NOUN
framr-4143	604	10	and	and	CCONJ
framr-4143	604	11	risk	risk	NOUN
framr-4143	604	12	assessment	assessment	NOUN
framr-4143	604	13	accuracy	accuracy	NOUN
framr-4143	604	14	.	.	PUNCT
framr-4143	605	1	in	in	ADP
framr-4143	605	2	order	order	NOUN
framr-4143	605	3	to	to	PART
framr-4143	605	4	forecast	forecast	VERB
framr-4143	605	5	the	the	DET
framr-4143	605	6	possibility	possibility	NOUN
framr-4143	605	7	of	of	ADP
framr-4143	605	8	disruptions	disruption	NOUN
framr-4143	605	9	,	,	PUNCT
framr-4143	605	10	ai	ai	AUX
framr-4143	605	11	algorithms	algorithm	NOUN
framr-4143	605	12	may	may	AUX
framr-4143	605	13	examine	examine	VERB
framr-4143	605	14	past	past	ADJ
framr-4143	605	15	supplier	supplier	NOUN
framr-4143	605	16	performance	performance	NOUN
framr-4143	605	17	,	,	PUNCT
framr-4143	605	18	market	market	NOUN
framr-4143	605	19	trends	trend	NOUN
framr-4143	605	20	,	,	PUNCT
framr-4143	605	21	and	and	CCONJ
framr-4143	605	22	geopolitical	geopolitical	ADJ
framr-4143	605	23	variables	variable	NOUN
framr-4143	605	24	.	.	PUNCT
framr-4143	606	1	this	this	DET
framr-4143	606	2	capability	capability	NOUN
framr-4143	606	3	enables	enable	VERB
framr-4143	606	4	businesses	business	NOUN
framr-4143	606	5	to	to	PART
framr-4143	606	6	take	take	VERB
framr-4143	606	7	proactive	proactive	ADJ
framr-4143	606	8	risk	risk	NOUN
framr-4143	606	9	management	management	NOUN
framr-4143	606	10	measures	measure	NOUN
framr-4143	606	11	and	and	CCONJ
framr-4143	606	12	make	make	VERB
framr-4143	606	13	well	well	ADV
framr-4143	606	14	-	-	PUNCT
framr-4143	606	15	informed	inform	VERB
framr-4143	606	16	decisions	decision	NOUN
framr-4143	606	17	.	.	PUNCT
framr-4143	607	1	one	one	NUM
framr-4143	607	2	of	of	ADP
framr-4143	607	3	the	the	DET
framr-4143	607	4	main	main	ADJ
framr-4143	607	5	trends	trend	NOUN
framr-4143	607	6	in	in	ADP
framr-4143	607	7	future	future	ADJ
framr-4143	607	8	scrm	scrm	PROPN
framr-4143	607	9	is	be	AUX
framr-4143	607	10	the	the	DET
framr-4143	607	11	automation	automation	NOUN
framr-4143	607	12	of	of	ADP
framr-4143	607	13	decisionmaking	decisionmake	VERB
framr-4143	607	14	processes	process	NOUN
framr-4143	607	15	with	with	ADP
framr-4143	607	16	ai	ai	PROPN
framr-4143	607	17	and	and	CCONJ
framr-4143	607	18	ml	ml	PROPN
framr-4143	607	19	(	(	PUNCT
framr-4143	607	20	ganesh	ganesh	PROPN
framr-4143	607	21	&	&	CCONJ
framr-4143	607	22	kalpana	kalpana	PROPN
framr-4143	607	23	,	,	PUNCT
framr-4143	607	24	2022	2022	NUM
framr-4143	607	25	)	)	PUNCT
framr-4143	607	26	.	.	PUNCT
framr-4143	608	1	in	in	ADP
framr-4143	608	2	summary	summary	NOUN
framr-4143	608	3	,	,	PUNCT
framr-4143	608	4	there	there	PRON
framr-4143	608	5	is	be	VERB
framr-4143	608	6	a	a	DET
framr-4143	608	7	rising	rise	VERB
framr-4143	608	8	awareness	awareness	NOUN
framr-4143	608	9	of	of	ADP
framr-4143	608	10	blockchain	blockchain	PROPN
framr-4143	608	11	's	's	PART
framr-4143	608	12	ability	ability	NOUN
framr-4143	608	13	to	to	PART
framr-4143	608	14	improve	improve	VERB
framr-4143	608	15	efficiency	efficiency	NOUN
framr-4143	608	16	,	,	PUNCT
framr-4143	608	17	transparency	transparency	NOUN
framr-4143	608	18	,	,	PUNCT
framr-4143	608	19	and	and	CCONJ
framr-4143	608	20	collaboration	collaboration	NOUN
framr-4143	608	21	in	in	ADP
framr-4143	608	22	supply	supply	NOUN
framr-4143	608	23	chains	chain	NOUN
framr-4143	608	24	,	,	PUNCT
framr-4143	608	25	which	which	PRON
framr-4143	608	26	characterizes	characterize	VERB
framr-4143	608	27	the	the	DET
framr-4143	608	28	present	present	ADJ
framr-4143	608	29	stage	stage	NOUN
framr-4143	608	30	of	of	ADP
framr-4143	608	31	its	its	PRON
framr-4143	608	32	adoption	adoption	NOUN
framr-4143	608	33	.	.	PUNCT
framr-4143	609	1	these	these	DET
framr-4143	609	2	studies	study	NOUN
framr-4143	609	3	offer	offer	VERB
framr-4143	609	4	important	important	ADJ
framr-4143	609	5	insights	insight	NOUN
framr-4143	609	6	into	into	ADP
framr-4143	609	7	the	the	DET
framr-4143	609	8	major	major	ADJ
framr-4143	609	9	success	success	NOUN
framr-4143	609	10	factors	factor	NOUN
framr-4143	609	11	,	,	PUNCT
framr-4143	609	12	difficulties	difficulty	NOUN
framr-4143	609	13	,	,	PUNCT
framr-4143	609	14	and	and	CCONJ
framr-4143	609	15	directions	direction	NOUN
framr-4143	609	16	for	for	ADP
framr-4143	609	17	future	future	ADJ
framr-4143	609	18	study	study	NOUN
framr-4143	609	19	related	relate	VERB
framr-4143	609	20	to	to	ADP
framr-4143	609	21	the	the	DET
framr-4143	609	22	effective	effective	ADJ
framr-4143	609	23	application	application	NOUN
framr-4143	609	24	of	of	ADP
framr-4143	609	25	blockchain	blockchain	PROPN
framr-4143	609	26	in	in	ADP
framr-4143	609	27	supply	supply	NOUN
framr-4143	609	28	chains	chain	NOUN
framr-4143	609	29	.	.	PUNCT
framr-4143	610	1	financial	financial	ADJ
framr-4143	610	2	risk	risk	NOUN
framr-4143	610	3	and	and	CCONJ
framr-4143	610	4	management	management	NOUN
framr-4143	610	5	reviews	review	NOUN
framr-4143	610	6	,	,	PUNCT
framr-4143	610	7	2025	2025	NUM
framr-4143	610	8	,	,	PUNCT
framr-4143	610	9	11(1	11(1	NUM
framr-4143	610	10	):	):	PUNCT
framr-4143	610	11	72	72	NUM
framr-4143	610	12	-	-	SYM
framr-4143	610	13	102	102	NUM
framr-4143	610	14	94	94	NUM
framr-4143	610	15	©	©	PROPN
framr-4143	610	16	2025	2025	NUM
framr-4143	610	17	conscientia	conscientia	PROPN
framr-4143	610	18	beam	beam	PROPN
framr-4143	610	19	.	.	PUNCT
framr-4143	611	1	all	all	DET
framr-4143	611	2	rights	right	NOUN
framr-4143	611	3	reserved	reserve	VERB
framr-4143	611	4	.	.	PUNCT
framr-4143	612	1	5	5	X
framr-4143	612	2	.	.	X
framr-4143	612	3	successful	successful	ADJ
framr-4143	612	4	case	case	NOUN
framr-4143	612	5	studies	study	NOUN
framr-4143	612	6	essentially	essentially	ADV
framr-4143	612	7	,	,	PUNCT
framr-4143	612	8	a	a	DET
framr-4143	612	9	blockchain	blockchain	NOUN
framr-4143	612	10	is	be	AUX
framr-4143	612	11	an	an	DET
framr-4143	612	12	extensive	extensive	ADJ
framr-4143	612	13	network	network	NOUN
framr-4143	612	14	of	of	ADP
framr-4143	612	15	it	it	PRON
framr-4143	612	16	systems	system	NOUN
framr-4143	612	17	that	that	PRON
framr-4143	612	18	functions	function	NOUN
framr-4143	612	19	as	as	ADP
framr-4143	612	20	a	a	DET
framr-4143	612	21	digital	digital	ADJ
framr-4143	612	22	record	record	NOUN
framr-4143	612	23	of	of	ADP
framr-4143	612	24	transaction	transaction	NOUN
framr-4143	612	25	volume	volume	NOUN
framr-4143	612	26	spread	spread	VERB
framr-4143	612	27	throughout	throughout	ADP
framr-4143	612	28	the	the	DET
framr-4143	612	29	network	network	NOUN
framr-4143	612	30	.	.	PUNCT
framr-4143	613	1	in	in	ADP
framr-4143	613	2	the	the	DET
framr-4143	613	3	development	development	NOUN
framr-4143	613	4	of	of	ADP
framr-4143	613	5	e	e	PROPN
framr-4143	613	6	-	-	NOUN
framr-4143	613	7	commerce	commerce	NOUN
framr-4143	613	8	,	,	PUNCT
framr-4143	613	9	this	this	DET
framr-4143	613	10	technology	technology	NOUN
framr-4143	613	11	serves	serve	VERB
framr-4143	613	12	as	as	ADP
framr-4143	613	13	a	a	DET
framr-4143	613	14	dependable	dependable	ADJ
framr-4143	613	15	layer	layer	NOUN
framr-4143	613	16	.	.	PUNCT
framr-4143	614	1	to	to	PART
framr-4143	614	2	digitize	digitize	VERB
framr-4143	614	3	the	the	DET
framr-4143	614	4	food	food	NOUN
framr-4143	614	5	supply	supply	NOUN
framr-4143	614	6	chain	chain	NOUN
framr-4143	614	7	process	process	NOUN
framr-4143	614	8	and	and	CCONJ
framr-4143	614	9	bring	bring	VERB
framr-4143	614	10	transparency	transparency	NOUN
framr-4143	614	11	to	to	ADP
framr-4143	614	12	the	the	DET
framr-4143	614	13	decentralized	decentralize	VERB
framr-4143	614	14	food	food	NOUN
framr-4143	614	15	supply	supply	NOUN
framr-4143	614	16	ecosystem	ecosystem	NOUN
framr-4143	614	17	,	,	PUNCT
framr-4143	614	18	walmart	walmart	PROPN
framr-4143	614	19	and	and	CCONJ
framr-4143	614	20	ibm	ibm	PROPN
framr-4143	614	21	have	have	AUX
framr-4143	614	22	been	be	AUX
framr-4143	614	23	collaborating	collaborate	VERB
framr-4143	614	24	on	on	ADP
framr-4143	614	25	a	a	DET
framr-4143	614	26	food	food	NOUN
framr-4143	614	27	safety	safety	NOUN
framr-4143	614	28	blockchain	blockchain	PROPN
framr-4143	614	29	solution	solution	NOUN
framr-4143	614	30	.	.	PUNCT
framr-4143	615	1	the	the	DET
framr-4143	615	2	success	success	NOUN
framr-4143	615	3	of	of	ADP
framr-4143	615	4	walmart	walmart	PROPN
framr-4143	615	5	's	's	PART
framr-4143	615	6	blockchain	blockchain	PROPN
framr-4143	615	7	experiment	experiment	NOUN
framr-4143	615	8	depended	depend	VERB
framr-4143	615	9	on	on	ADP
framr-4143	615	10	departmental	departmental	ADJ
framr-4143	615	11	collaboration	collaboration	NOUN
framr-4143	615	12	.	.	PUNCT
framr-4143	616	1	because	because	SCONJ
framr-4143	616	2	blockchain	blockchain	PROPN
framr-4143	616	3	technology	technology	PROPN
framr-4143	616	4	aligned	align	VERB
framr-4143	616	5	with	with	ADP
framr-4143	616	6	the	the	DET
framr-4143	616	7	regulators	regulator	NOUN
framr-4143	616	8	'	'	PART
framr-4143	616	9	mission	mission	NOUN
framr-4143	616	10	,	,	PUNCT
framr-4143	616	11	they	they	PRON
framr-4143	616	12	were	be	AUX
framr-4143	616	13	intrigued	intrigue	VERB
framr-4143	616	14	by	by	ADP
framr-4143	616	15	its	its	PRON
framr-4143	616	16	potential	potential	NOUN
framr-4143	616	17	(	(	PUNCT
framr-4143	616	18	sharma	sharma	PROPN
framr-4143	616	19	&	&	CCONJ
framr-4143	616	20	kumar	kumar	PROPN
framr-4143	616	21	,	,	PUNCT
framr-4143	616	22	2021	2021	NUM
framr-4143	616	23	)	)	PUNCT
framr-4143	616	24	.	.	PUNCT
framr-4143	617	1	four	four	NUM
framr-4143	617	2	major	major	ADJ
framr-4143	617	3	players	player	NOUN
framr-4143	617	4	in	in	ADP
framr-4143	617	5	the	the	DET
framr-4143	617	6	grocery	grocery	NOUN
framr-4143	617	7	and	and	CCONJ
framr-4143	617	8	food	food	NOUN
framr-4143	617	9	industries	industry	NOUN
framr-4143	617	10	—	—	PUNCT
framr-4143	617	11	walmart	walmart	PROPN
framr-4143	617	12	stores	stores	PROPN
framr-4143	617	13	inc	inc	PROPN
framr-4143	617	14	.	.	PROPN
framr-4143	617	15	,	,	PUNCT
framr-4143	617	16	nestlé	nestlé	PROPN
framr-4143	617	17	s.a	s.a	PROPN
framr-4143	617	18	.	.	PROPN
framr-4143	617	19	,	,	PUNCT
framr-4143	617	20	international	international	ADJ
framr-4143	617	21	business	business	NOUN
framr-4143	617	22	machines	machine	NOUN
framr-4143	617	23	corporation	corporation	NOUN
framr-4143	617	24	,	,	PUNCT
framr-4143	617	25	and	and	CCONJ
framr-4143	617	26	dole	dole	NOUN
framr-4143	617	27	food	food	NOUN
framr-4143	617	28	company	company	NOUN
framr-4143	617	29	inc.—decided	inc.—decide	VERB
framr-4143	617	30	to	to	PART
framr-4143	617	31	collaborate	collaborate	VERB
framr-4143	617	32	to	to	PART
framr-4143	617	33	address	address	VERB
framr-4143	617	34	issues	issue	NOUN
framr-4143	617	35	facing	face	VERB
framr-4143	617	36	the	the	DET
framr-4143	617	37	global	global	ADJ
framr-4143	617	38	food	food	NOUN
framr-4143	617	39	supply	supply	NOUN
framr-4143	617	40	chain	chain	NOUN
framr-4143	617	41	.	.	PUNCT
framr-4143	618	1	this	this	DET
framr-4143	618	2	decision	decision	NOUN
framr-4143	618	3	is	be	AUX
framr-4143	618	4	detailed	detail	VERB
framr-4143	618	5	in	in	ADP
framr-4143	618	6	the	the	DET
framr-4143	618	7	case	case	NOUN
framr-4143	618	8	study	study	NOUN
framr-4143	618	9	,	,	PUNCT
framr-4143	618	10	applications	application	NOUN
framr-4143	618	11	of	of	ADP
framr-4143	618	12	blockchain	blockchain	PROPN
framr-4143	618	13	technology	technology	PROPN
framr-4143	618	14	in	in	ADP
framr-4143	618	15	business	business	NOUN
framr-4143	618	16	and	and	CCONJ
framr-4143	618	17	information	information	NOUN
framr-4143	618	18	systems	system	NOUN
framr-4143	618	19	.	.	PUNCT
framr-4143	619	1	their	their	PRON
framr-4143	619	2	goal	goal	NOUN
framr-4143	619	3	is	be	AUX
framr-4143	619	4	to	to	PART
framr-4143	619	5	accomplish	accomplish	VERB
framr-4143	619	6	this	this	PRON
framr-4143	619	7	by	by	ADP
framr-4143	619	8	tackling	tackle	VERB
framr-4143	619	9	the	the	DET
framr-4143	619	10	issue	issue	NOUN
framr-4143	619	11	of	of	ADP
framr-4143	619	12	food	food	NOUN
framr-4143	619	13	safety	safety	NOUN
framr-4143	619	14	by	by	ADP
framr-4143	619	15	collaborating	collaborate	VERB
framr-4143	619	16	with	with	ADP
framr-4143	619	17	several	several	ADJ
framr-4143	619	18	partners	partner	NOUN
framr-4143	619	19	to	to	PART
framr-4143	619	20	create	create	VERB
framr-4143	619	21	a	a	DET
framr-4143	619	22	blockchain	blockchain	NOUN
framr-4143	619	23	-	-	PUNCT
framr-4143	619	24	based	base	VERB
framr-4143	619	25	traceability	traceability	NOUN
framr-4143	619	26	architecture	architecture	NOUN
framr-4143	619	27	.	.	PUNCT
framr-4143	620	1	to	to	PART
framr-4143	620	2	explore	explore	VERB
framr-4143	620	3	the	the	DET
framr-4143	620	4	blockchain	blockchain	NOUN
framr-4143	620	5	's	's	PART
framr-4143	620	6	potential	potential	NOUN
framr-4143	620	7	for	for	ADP
framr-4143	620	8	tracking	track	VERB
framr-4143	620	9	food	food	NOUN
framr-4143	620	10	product	product	NOUN
framr-4143	620	11	origin	origin	NOUN
framr-4143	620	12	,	,	PUNCT
framr-4143	620	13	either	either	CCONJ
framr-4143	620	14	individually	individually	ADV
framr-4143	620	15	or	or	CCONJ
framr-4143	620	16	to	to	PART
framr-4143	620	17	obtain	obtain	VERB
framr-4143	620	18	industry	industry	NOUN
framr-4143	620	19	-	-	PUNCT
framr-4143	620	20	wide	wide	ADJ
framr-4143	620	21	insights	insight	NOUN
framr-4143	620	22	,	,	PUNCT
framr-4143	620	23	walmart	walmart	PROPN
framr-4143	620	24	has	have	AUX
framr-4143	620	25	conducted	conduct	VERB
framr-4143	620	26	two	two	NUM
framr-4143	620	27	tests	test	NOUN
framr-4143	620	28	thus	thus	ADV
framr-4143	620	29	far	far	ADV
framr-4143	620	30	(	(	PUNCT
framr-4143	620	31	eze	eze	ADJ
framr-4143	620	32	,	,	PUNCT
framr-4143	620	33	ugwu	ugwu	ADV
framr-4143	620	34	chinyere	chinyere	NOUN
framr-4143	620	35	,	,	PUNCT
framr-4143	620	36	&	&	CCONJ
framr-4143	620	37	ogenyi	ogenyi	PROPN
framr-4143	620	38	fabian	fabian	PROPN
framr-4143	620	39	,	,	PUNCT
framr-4143	620	40	2024	2024	NUM
framr-4143	620	41	)	)	PUNCT
framr-4143	620	42	.	.	PUNCT
framr-4143	621	1	the	the	DET
framr-4143	621	2	success	success	NOUN
framr-4143	621	3	of	of	ADP
framr-4143	621	4	amazon.com	amazon.com	PROPN
framr-4143	621	5	is	be	AUX
framr-4143	621	6	a	a	DET
framr-4143	621	7	result	result	NOUN
framr-4143	621	8	of	of	ADP
framr-4143	621	9	its	its	PRON
framr-4143	621	10	significant	significant	ADJ
framr-4143	621	11	commitment	commitment	NOUN
framr-4143	621	12	to	to	ADP
framr-4143	621	13	automation	automation	NOUN
framr-4143	621	14	innovation	innovation	NOUN
framr-4143	621	15	.	.	PUNCT
framr-4143	622	1	the	the	DET
framr-4143	622	2	business	business	NOUN
framr-4143	622	3	started	start	VERB
framr-4143	622	4	developing	develop	VERB
framr-4143	622	5	and	and	CCONJ
framr-4143	622	6	implementing	implement	VERB
framr-4143	622	7	a	a	DET
framr-4143	622	8	variety	variety	NOUN
framr-4143	622	9	of	of	ADP
framr-4143	622	10	autonomous	autonomous	ADJ
framr-4143	622	11	robots	robot	NOUN
framr-4143	622	12	after	after	ADP
framr-4143	622	13	acquiring	acquire	VERB
framr-4143	622	14	kiva	kiva	PROPN
framr-4143	622	15	system	system	NOUN
framr-4143	622	16	in	in	ADP
framr-4143	622	17	2012	2012	NUM
framr-4143	622	18	,	,	PUNCT
framr-4143	622	19	including	include	VERB
framr-4143	622	20	the	the	DET
framr-4143	622	21	palletizer	palletizer	NOUN
framr-4143	622	22	,	,	PUNCT
framr-4143	622	23	robo	robo	NOUN
framr-4143	622	24	-	-	PUNCT
framr-4143	622	25	stow	stow	NOUN
framr-4143	622	26	,	,	PUNCT
framr-4143	622	27	and	and	CCONJ
framr-4143	622	28	several	several	ADJ
framr-4143	622	29	drive	drive	ADJ
framr-4143	622	30	unit	unit	NOUN
framr-4143	622	31	variations	variation	NOUN
framr-4143	622	32	.	.	PUNCT
framr-4143	623	1	the	the	DET
framr-4143	623	2	acquisition	acquisition	NOUN
framr-4143	623	3	of	of	ADP
framr-4143	623	4	canvas	canvas	NOUN
framr-4143	623	5	technology	technology	NOUN
framr-4143	623	6	,	,	PUNCT
framr-4143	623	7	a	a	DET
framr-4143	623	8	technology	technology	NOUN
framr-4143	623	9	that	that	PRON
framr-4143	623	10	would	would	AUX
framr-4143	623	11	be	be	AUX
framr-4143	623	12	utilized	utilize	VERB
framr-4143	623	13	to	to	PART
framr-4143	623	14	develop	develop	VERB
framr-4143	623	15	new	new	ADJ
framr-4143	623	16	drive	drive	NOUN
framr-4143	623	17	robots	robot	NOUN
framr-4143	623	18	with	with	ADP
framr-4143	623	19	enhanced	enhanced	ADJ
framr-4143	623	20	vision	vision	NOUN
framr-4143	623	21	systems	system	NOUN
framr-4143	623	22	,	,	PUNCT
framr-4143	623	23	demonstrated	demonstrate	VERB
framr-4143	623	24	the	the	DET
framr-4143	623	25	company	company	NOUN
framr-4143	623	26	's	's	PART
framr-4143	623	27	ongoing	ongoing	ADJ
framr-4143	623	28	commitment	commitment	NOUN
framr-4143	623	29	to	to	ADP
framr-4143	623	30	innovation	innovation	NOUN
framr-4143	623	31	.	.	PUNCT
framr-4143	624	1	additionally	additionally	ADV
framr-4143	624	2	,	,	PUNCT
framr-4143	624	3	amazon.com	amazon.com	X
framr-4143	624	4	collaborates	collaborate	NOUN
framr-4143	624	5	with	with	ADP
framr-4143	624	6	businesses	business	NOUN
framr-4143	624	7	like	like	ADP
framr-4143	624	8	smartpac	smartpac	NOUN
framr-4143	624	9	and	and	CCONJ
framr-4143	624	10	cartonwrap	cartonwrap	NOUN
framr-4143	624	11	to	to	PART
framr-4143	624	12	automate	automate	VERB
framr-4143	624	13	the	the	DET
framr-4143	624	14	packaging	packaging	NOUN
framr-4143	624	15	and	and	CCONJ
framr-4143	624	16	wrapping	wrapping	NOUN
framr-4143	624	17	of	of	ADP
framr-4143	624	18	goods	good	NOUN
framr-4143	624	19	for	for	ADP
framr-4143	624	20	delivery	delivery	NOUN
framr-4143	624	21	.	.	PUNCT
framr-4143	625	1	the	the	DET
framr-4143	625	2	upskilling	upskille	VERB
framr-4143	625	3	2025	2025	NUM
framr-4143	625	4	effort	effort	NOUN
framr-4143	625	5	was	be	AUX
framr-4143	625	6	started	start	VERB
framr-4143	625	7	by	by	ADP
framr-4143	625	8	amazon.com	amazon.com	X
framr-4143	625	9	and	and	CCONJ
framr-4143	625	10	offers	offer	VERB
framr-4143	625	11	a	a	DET
framr-4143	625	12	variety	variety	NOUN
framr-4143	625	13	of	of	ADP
framr-4143	625	14	programs	program	NOUN
framr-4143	625	15	to	to	PART
framr-4143	625	16	help	help	VERB
framr-4143	625	17	employees	employee	NOUN
framr-4143	625	18	learn	learn	VERB
framr-4143	625	19	and	and	CCONJ
framr-4143	625	20	advance	advance	VERB
framr-4143	625	21	their	their	PRON
framr-4143	625	22	abilities	ability	NOUN
framr-4143	625	23	in	in	ADP
framr-4143	625	24	fields	field	NOUN
framr-4143	625	25	including	include	VERB
framr-4143	625	26	software	software	NOUN
framr-4143	625	27	engineering	engineering	NOUN
framr-4143	625	28	,	,	PUNCT
framr-4143	625	29	it	it	PRON
framr-4143	625	30	,	,	PUNCT
framr-4143	625	31	machine	machine	NOUN
framr-4143	625	32	learning	learning	NOUN
framr-4143	625	33	,	,	PUNCT
framr-4143	625	34	and	and	CCONJ
framr-4143	625	35	cloud	cloud	NOUN
framr-4143	625	36	computing	computing	NOUN
framr-4143	625	37	(	(	PUNCT
framr-4143	625	38	laber	laber	PROPN
framr-4143	625	39	,	,	PUNCT
framr-4143	625	40	thamma	thamma	PROPN
framr-4143	625	41	,	,	PUNCT
framr-4143	625	42	&	&	CCONJ
framr-4143	625	43	kirby	kirby	PROPN
framr-4143	625	44	,	,	PUNCT
framr-4143	625	45	2020	2020	NUM
framr-4143	625	46	)	)	PUNCT
framr-4143	625	47	.	.	PUNCT
framr-4143	626	1	amazon	amazon	PROPN
framr-4143	626	2	adopted	adopt	VERB
framr-4143	626	3	the	the	DET
framr-4143	626	4	concept	concept	NOUN
framr-4143	626	5	of	of	ADP
framr-4143	626	6	f	f	NOUN
framr-4143	626	7	-	-	PUNCT
framr-4143	626	8	warehouses	warehouse	VERB
framr-4143	626	9	a	a	DET
framr-4143	626	10	new	new	ADJ
framr-4143	626	11	type	type	NOUN
framr-4143	626	12	of	of	ADP
framr-4143	626	13	fulfillment	fulfillment	NOUN
framr-4143	626	14	warehouse	warehouse	NOUN
framr-4143	626	15	that	that	PRON
framr-4143	626	16	solely	solely	ADV
framr-4143	626	17	handles	handle	VERB
framr-4143	626	18	online	online	ADJ
framr-4143	626	19	orders	order	NOUN
framr-4143	626	20	.	.	PUNCT
framr-4143	627	1	this	this	PRON
framr-4143	627	2	allowed	allow	VERB
framr-4143	627	3	for	for	ADP
framr-4143	627	4	an	an	DET
framr-4143	627	5	investigation	investigation	NOUN
framr-4143	627	6	,	,	PUNCT
framr-4143	627	7	which	which	PRON
framr-4143	627	8	revealed	reveal	VERB
framr-4143	627	9	that	that	SCONJ
framr-4143	627	10	the	the	DET
framr-4143	627	11	corporation	corporation	NOUN
framr-4143	627	12	operated	operate	VERB
framr-4143	627	13	over	over	ADP
framr-4143	627	14	175	175	NUM
framr-4143	627	15	of	of	ADP
framr-4143	627	16	these	these	DET
framr-4143	627	17	types	type	NOUN
framr-4143	627	18	of	of	ADP
framr-4143	627	19	centers	center	NOUN
framr-4143	627	20	,	,	PUNCT
framr-4143	627	21	able	able	ADJ
framr-4143	627	22	to	to	PART
framr-4143	627	23	fulfill	fulfill	VERB
framr-4143	627	24	up	up	ADP
framr-4143	627	25	to	to	PART
framr-4143	627	26	0.5	0.5	NUM
framr-4143	627	27	million	million	NUM
framr-4143	627	28	units	unit	NOUN
framr-4143	627	29	daily	daily	ADV
framr-4143	627	30	(	(	PUNCT
framr-4143	627	31	onal	onal	ADJ
framr-4143	627	32	,	,	PUNCT
framr-4143	627	33	zhu	zhu	PROPN
framr-4143	627	34	,	,	PUNCT
framr-4143	627	35	&	&	CCONJ
framr-4143	627	36	das	das	PROPN
framr-4143	627	37	,	,	PUNCT
framr-4143	627	38	2023	2023	NUM
framr-4143	627	39	)	)	PUNCT
framr-4143	627	40	.	.	PUNCT
framr-4143	628	1	online	online	ADJ
framr-4143	628	2	grocery	grocery	NOUN
framr-4143	628	3	delivery	delivery	NOUN
framr-4143	628	4	is	be	AUX
framr-4143	628	5	ocado	ocado	PROPN
framr-4143	628	6	's	's	PART
framr-4143	628	7	business	business	NOUN
framr-4143	628	8	,	,	PUNCT
framr-4143	628	9	and	and	CCONJ
framr-4143	628	10	it	it	PRON
framr-4143	628	11	boasts	boast	VERB
framr-4143	628	12	the	the	DET
framr-4143	628	13	largest	large	ADJ
framr-4143	628	14	and	and	CCONJ
framr-4143	628	15	most	most	ADV
framr-4143	628	16	automated	automate	VERB
framr-4143	628	17	warehouse	warehouse	NOUN
framr-4143	628	18	in	in	ADP
framr-4143	628	19	the	the	DET
framr-4143	628	20	world	world	NOUN
framr-4143	628	21	.	.	PUNCT
framr-4143	629	1	in	in	ADP
framr-4143	629	2	its	its	PRON
framr-4143	629	3	automated	automate	VERB
framr-4143	629	4	warehouses	warehouse	NOUN
framr-4143	629	5	in	in	ADP
framr-4143	629	6	london	london	PROPN
framr-4143	629	7	,	,	PUNCT
framr-4143	629	8	ocado	ocado	PROPN
framr-4143	629	9	employs	employ	VERB
framr-4143	629	10	a	a	DET
framr-4143	629	11	fleet	fleet	NOUN
framr-4143	629	12	of	of	ADP
framr-4143	629	13	3,000	3,000	NUM
framr-4143	629	14	robots	robot	NOUN
framr-4143	629	15	that	that	PRON
framr-4143	629	16	get	get	VERB
framr-4143	629	17	to	to	PART
framr-4143	629	18	work	work	VERB
framr-4143	629	19	as	as	ADV
framr-4143	629	20	soon	soon	ADV
framr-4143	629	21	as	as	SCONJ
framr-4143	629	22	an	an	DET
framr-4143	629	23	order	order	NOUN
framr-4143	629	24	is	be	AUX
framr-4143	629	25	placed	place	VERB
framr-4143	629	26	and	and	CCONJ
framr-4143	629	27	received	receive	VERB
framr-4143	629	28	.	.	PUNCT
framr-4143	630	1	these	these	DET
framr-4143	630	2	robots	robot	NOUN
framr-4143	630	3	head	head	VERB
framr-4143	630	4	straight	straight	ADV
framr-4143	630	5	to	to	ADP
framr-4143	630	6	the	the	DET
framr-4143	630	7	containers	container	NOUN
framr-4143	630	8	holding	hold	VERB
framr-4143	630	9	the	the	DET
framr-4143	630	10	necessary	necessary	ADJ
framr-4143	630	11	items	item	NOUN
framr-4143	630	12	and	and	CCONJ
framr-4143	630	13	start	start	VERB
framr-4143	630	14	the	the	DET
framr-4143	630	15	fulfilling	fulfil	VERB
framr-4143	630	16	procedure	procedure	NOUN
framr-4143	630	17	there	there	ADV
framr-4143	630	18	.	.	PUNCT
framr-4143	631	1	they	they	PRON
framr-4143	631	2	shift	shift	VERB
framr-4143	631	3	apart	apart	ADV
framr-4143	631	4	by	by	ADP
framr-4143	631	5	around	around	ADV
framr-4143	631	6	five	five	NUM
framr-4143	631	7	millimeters	millimeter	NOUN
framr-4143	631	8	,	,	PUNCT
framr-4143	631	9	illustrating	illustrate	VERB
framr-4143	631	10	how	how	SCONJ
framr-4143	631	11	well	well	ADV
framr-4143	631	12	-	-	PUNCT
framr-4143	631	13	organized	organize	VERB
framr-4143	631	14	and	and	CCONJ
framr-4143	631	15	fluid	fluid	ADJ
framr-4143	631	16	the	the	DET
framr-4143	631	17	codes	code	NOUN
framr-4143	631	18	and	and	CCONJ
framr-4143	631	19	algorithms	algorithm	NOUN
framr-4143	631	20	are	be	AUX
framr-4143	631	21	,	,	PUNCT
framr-4143	631	22	ultimately	ultimately	ADV
framr-4143	631	23	enabling	enable	VERB
framr-4143	631	24	ocado	ocado	PROPN
framr-4143	631	25	to	to	PART
framr-4143	631	26	optimize	optimize	VERB
framr-4143	631	27	operational	operational	ADJ
framr-4143	631	28	efficiency	efficiency	NOUN
framr-4143	631	29	and	and	CCONJ
framr-4143	631	30	overall	overall	ADJ
framr-4143	631	31	company	company	NOUN
framr-4143	631	32	success	success	NOUN
framr-4143	631	33	.	.	PUNCT
framr-4143	632	1	ocado	ocado	PROPN
framr-4143	632	2	's	's	PART
framr-4143	632	3	satisfaction	satisfaction	NOUN
framr-4143	632	4	the	the	DET
framr-4143	632	5	corporation	corporation	NOUN
framr-4143	632	6	can	can	AUX
framr-4143	632	7	deliver	deliver	VERB
framr-4143	632	8	50	50	NUM
framr-4143	632	9	%	%	NOUN
framr-4143	632	10	of	of	ADP
framr-4143	632	11	client	client	NOUN
framr-4143	632	12	orders	order	NOUN
framr-4143	632	13	within	within	ADP
framr-4143	632	14	4	4	NUM
framr-4143	632	15	hours	hour	NOUN
framr-4143	632	16	,	,	PUNCT
framr-4143	632	17	compared	compare	VERB
framr-4143	632	18	to	to	ADP
framr-4143	632	19	10	10	NUM
framr-4143	632	20	%	%	NOUN
framr-4143	632	21	if	if	SCONJ
framr-4143	632	22	no	no	DET
framr-4143	632	23	warehouse	warehouse	NOUN
framr-4143	632	24	automation	automation	NOUN
framr-4143	632	25	was	be	AUX
framr-4143	632	26	implemented	implement	VERB
framr-4143	632	27	,	,	PUNCT
framr-4143	632	28	thanks	thank	NOUN
framr-4143	632	29	to	to	ADP
framr-4143	632	30	the	the	DET
framr-4143	632	31	26	26	NUM
framr-4143	632	32	centers	center	NOUN
framr-4143	632	33	'	'	PART
framr-4143	632	34	architecture	architecture	NOUN
framr-4143	632	35	,	,	PUNCT
framr-4143	632	36	which	which	PRON
framr-4143	632	37	includes	include	VERB
framr-4143	632	38	thousands	thousand	NOUN
framr-4143	632	39	of	of	ADP
framr-4143	632	40	bots	bot	NOUN
framr-4143	632	41	capable	capable	ADJ
framr-4143	632	42	of	of	ADP
framr-4143	632	43	picking	pick	VERB
framr-4143	632	44	50	50	NUM
framr-4143	632	45	products	product	NOUN
framr-4143	632	46	in	in	ADP
framr-4143	632	47	a	a	DET
framr-4143	632	48	matter	matter	NOUN
framr-4143	632	49	of	of	ADP
framr-4143	632	50	minutes	minute	NOUN
framr-4143	632	51	(	(	PUNCT
framr-4143	632	52	savushkin	savushkin	X
framr-4143	632	53	,	,	PUNCT
framr-4143	632	54	2024	2024	NUM
framr-4143	632	55	)	)	PUNCT
framr-4143	632	56	.	.	PUNCT
framr-4143	633	1	with	with	ADP
framr-4143	633	2	the	the	DET
framr-4143	633	3	might	might	NOUN
framr-4143	633	4	of	of	ADP
framr-4143	633	5	a	a	DET
framr-4143	633	6	global	global	ADJ
framr-4143	633	7	corporation	corporation	NOUN
framr-4143	633	8	and	and	CCONJ
framr-4143	633	9	the	the	DET
framr-4143	633	10	inventiveness	inventiveness	NOUN
framr-4143	633	11	of	of	ADP
framr-4143	633	12	a	a	DET
framr-4143	633	13	start	start	NOUN
framr-4143	633	14	-	-	PUNCT
framr-4143	633	15	up	up	NOUN
framr-4143	633	16	,	,	PUNCT
framr-4143	633	17	dhl	dhl	PROPN
framr-4143	633	18	.	.	PUNCT
framr-4143	633	19	dhl	dhl	PROPN
framr-4143	633	20	picks	pick	NOUN
framr-4143	633	21	,	,	PUNCT
framr-4143	633	22	sorts	sort	NOUN
framr-4143	633	23	,	,	PUNCT
framr-4143	633	24	and	and	CCONJ
framr-4143	633	25	tags	tag	NOUN
framr-4143	633	26	items	item	NOUN
framr-4143	633	27	in	in	ADP
framr-4143	633	28	the	the	DET
framr-4143	633	29	warehouse	warehouse	NOUN
framr-4143	633	30	using	use	VERB
framr-4143	633	31	industry	industry	NOUN
framr-4143	633	32	4.0	4.0	NUM
framr-4143	633	33	technologies	technology	NOUN
framr-4143	633	34	including	include	VERB
framr-4143	633	35	ar	ar	PROPN
framr-4143	633	36	(	(	PUNCT
framr-4143	633	37	augmented	augment	VERB
framr-4143	633	38	reality	reality	NOUN
framr-4143	633	39	)	)	PUNCT
framr-4143	633	40	and	and	CCONJ
framr-4143	633	41	iot	iot	NOUN
framr-4143	633	42	(	(	PUNCT
framr-4143	633	43	internet	internet	NOUN
framr-4143	633	44	of	of	ADP
framr-4143	633	45	things	thing	NOUN
framr-4143	633	46	)	)	PUNCT
framr-4143	633	47	.	.	PUNCT
framr-4143	634	1	with	with	ADP
framr-4143	634	2	the	the	DET
framr-4143	634	3	usage	usage	NOUN
framr-4143	634	4	of	of	ADP
framr-4143	634	5	vuzix	vuzix	NOUN
framr-4143	634	6	smart	smart	ADJ
framr-4143	634	7	glasses	glass	NOUN
framr-4143	634	8	,	,	PUNCT
framr-4143	634	9	employees	employee	NOUN
framr-4143	634	10	were	be	AUX
framr-4143	634	11	able	able	ADJ
framr-4143	634	12	to	to	PART
framr-4143	634	13	operate	operate	VERB
framr-4143	634	14	in	in	ADP
framr-4143	634	15	warehouses	warehouse	NOUN
framr-4143	634	16	without	without	ADP
framr-4143	634	17	using	use	VERB
framr-4143	634	18	their	their	PRON
framr-4143	634	19	hands	hand	NOUN
framr-4143	634	20	thanks	thank	NOUN
framr-4143	634	21	to	to	ADP
framr-4143	634	22	the	the	DET
framr-4143	634	23	benefits	benefit	NOUN
framr-4143	634	24	of	of	ADP
framr-4143	634	25	augmented	augment	VERB
framr-4143	634	26	reality	reality	NOUN
framr-4143	634	27	(	(	PUNCT
framr-4143	634	28	patil	patil	PROPN
framr-4143	634	29	,	,	PUNCT
framr-4143	634	30	2020	2020	NUM
framr-4143	634	31	)	)	PUNCT
framr-4143	634	32	.	.	PUNCT
framr-4143	635	1	furthermore	furthermore	ADV
framr-4143	635	2	,	,	PUNCT
framr-4143	635	3	dhl	dhl	PROPN
framr-4143	635	4	logistics	logistic	NOUN
framr-4143	635	5	company	company	NOUN
framr-4143	635	6	investigates	investigate	VERB
framr-4143	635	7	a	a	DET
framr-4143	635	8	wide	wide	ADJ
framr-4143	635	9	range	range	NOUN
framr-4143	635	10	of	of	ADP
framr-4143	635	11	augmented	augment	VERB
framr-4143	635	12	reality	reality	NOUN
framr-4143	635	13	applications	application	NOUN
framr-4143	635	14	in	in	ADP
framr-4143	635	15	several	several	ADJ
framr-4143	635	16	supply	supply	NOUN
framr-4143	635	17	chain	chain	NOUN
framr-4143	635	18	activities	activity	NOUN
framr-4143	635	19	,	,	PUNCT
framr-4143	635	20	including	include	VERB
framr-4143	635	21	transportation	transportation	NOUN
framr-4143	635	22	optimization	optimization	NOUN
framr-4143	635	23	,	,	PUNCT
framr-4143	635	24	last	last	ADJ
framr-4143	635	25	-	-	PUNCT
framr-4143	635	26	mile	mile	NOUN
framr-4143	635	27	delivery	delivery	NOUN
framr-4143	635	28	,	,	PUNCT
framr-4143	635	29	warehouse	warehouse	NOUN
framr-4143	635	30	operations	operation	NOUN
framr-4143	635	31	,	,	PUNCT
framr-4143	635	32	and	and	CCONJ
framr-4143	635	33	improved	improved	ADJ
framr-4143	635	34	value	value	NOUN
framr-4143	635	35	-	-	PUNCT
framr-4143	635	36	added	add	VERB
framr-4143	635	37	services	service	NOUN
framr-4143	635	38	(	(	PUNCT
framr-4143	635	39	kamau	kamau	PROPN
framr-4143	635	40	&	&	CCONJ
framr-4143	635	41	murori	murori	ADV
framr-4143	635	42	,	,	PUNCT
framr-4143	635	43	2024	2024	NUM
framr-4143	635	44	)	)	PUNCT
framr-4143	635	45	.	.	PUNCT
framr-4143	636	1	6	6	X
framr-4143	636	2	.	.	X
framr-4143	636	3	conclusion	conclusion	NOUN
framr-4143	636	4	and	and	CCONJ
framr-4143	636	5	implications	implication	NOUN
framr-4143	636	6	the	the	DET
framr-4143	636	7	aim	aim	NOUN
framr-4143	636	8	is	be	AUX
framr-4143	636	9	to	to	PART
framr-4143	636	10	analyse	analyse	VERB
framr-4143	636	11	how	how	SCONJ
framr-4143	636	12	in	in	ADP
framr-4143	636	13	the	the	DET
framr-4143	636	14	ecosystem	ecosystem	NOUN
framr-4143	636	15	of	of	ADP
framr-4143	636	16	supply	supply	NOUN
framr-4143	636	17	chain	chain	NOUN
framr-4143	636	18	management	management	NOUN
framr-4143	636	19	,	,	PUNCT
framr-4143	636	20	digital	digital	ADJ
framr-4143	636	21	transformation	transformation	NOUN
framr-4143	636	22	is	be	AUX
framr-4143	636	23	essential	essential	ADJ
framr-4143	636	24	for	for	SCONJ
framr-4143	636	25	business	business	NOUN
framr-4143	636	26	sectors	sector	NOUN
framr-4143	636	27	to	to	PART
framr-4143	636	28	preserve	preserve	VERB
framr-4143	636	29	their	their	PRON
framr-4143	636	30	competitive	competitive	ADJ
framr-4143	636	31	edge	edge	NOUN
framr-4143	636	32	and	and	CCONJ
framr-4143	636	33	achieve	achieve	VERB
framr-4143	636	34	operational	operational	ADJ
framr-4143	636	35	efficiency	efficiency	NOUN
framr-4143	636	36	.	.	PUNCT
framr-4143	637	1	in	in	ADP
framr-4143	637	2	the	the	DET
framr-4143	637	3	ecosystem	ecosystem	NOUN
framr-4143	637	4	of	of	ADP
framr-4143	637	5	supply	supply	NOUN
framr-4143	637	6	chain	chain	NOUN
framr-4143	637	7	management	management	NOUN
framr-4143	637	8	,	,	PUNCT
framr-4143	637	9	digital	digital	ADJ
framr-4143	637	10	transformation	transformation	NOUN
framr-4143	637	11	is	be	AUX
framr-4143	637	12	essential	essential	ADJ
framr-4143	637	13	for	for	SCONJ
framr-4143	637	14	business	business	NOUN
framr-4143	637	15	sectors	sector	NOUN
framr-4143	637	16	to	to	PART
framr-4143	637	17	preserve	preserve	VERB
framr-4143	637	18	their	their	PRON
framr-4143	637	19	competitive	competitive	ADJ
framr-4143	637	20	edge	edge	NOUN
framr-4143	637	21	and	and	CCONJ
framr-4143	637	22	achieve	achieve	VERB
framr-4143	637	23	operational	operational	ADJ
framr-4143	637	24	efficiency	efficiency	NOUN
framr-4143	637	25	.	.	PUNCT
framr-4143	638	1	five	five	NUM
framr-4143	638	2	more	more	ADV
framr-4143	638	3	efficient	efficient	ADJ
framr-4143	638	4	uses	use	NOUN
framr-4143	638	5	for	for	ADP
framr-4143	638	6	the	the	DET
framr-4143	638	7	single	single	ADJ
framr-4143	638	8	answer	answer	NOUN
framr-4143	638	9	were	be	AUX
framr-4143	638	10	found	find	VERB
framr-4143	638	11	by	by	ADP
framr-4143	638	12	the	the	DET
framr-4143	638	13	investigation	investigation	NOUN
framr-4143	638	14	.	.	PUNCT
framr-4143	639	1	demand	demand	NOUN
framr-4143	639	2	forecasting	forecasting	NOUN
framr-4143	639	3	,	,	PUNCT
framr-4143	639	4	warehouse	warehouse	NOUN
framr-4143	639	5	automation	automation	NOUN
framr-4143	639	6	,	,	PUNCT
framr-4143	639	7	transportation	transportation	NOUN
framr-4143	639	8	and	and	CCONJ
framr-4143	639	9	route	route	NOUN
framr-4143	639	10	optimization	optimization	NOUN
framr-4143	639	11	,	,	PUNCT
framr-4143	639	12	supplier	supplier	NOUN
framr-4143	639	13	selection	selection	NOUN
framr-4143	639	14	and	and	CCONJ
framr-4143	639	15	management	management	NOUN
framr-4143	639	16	,	,	PUNCT
framr-4143	639	17	and	and	CCONJ
framr-4143	639	18	financial	financial	ADJ
framr-4143	639	19	risk	risk	NOUN
framr-4143	639	20	and	and	CCONJ
framr-4143	639	21	management	management	NOUN
framr-4143	639	22	reviews	review	NOUN
framr-4143	639	23	,	,	PUNCT
framr-4143	639	24	2025	2025	NUM
framr-4143	639	25	,	,	PUNCT
framr-4143	639	26	11(1	11(1	NUM
framr-4143	639	27	):	):	PUNCT
framr-4143	639	28	72	72	NUM
framr-4143	639	29	-	-	SYM
framr-4143	639	30	102	102	NUM
framr-4143	639	31	95	95	NUM
framr-4143	639	32	©	©	ADP
framr-4143	639	33	2025	2025	NUM
framr-4143	639	34	conscientia	conscientia	PROPN
framr-4143	639	35	beam	beam	PROPN
framr-4143	639	36	.	.	PUNCT
framr-4143	640	1	all	all	DET
framr-4143	640	2	rights	right	NOUN
framr-4143	640	3	reserved	reserve	VERB
framr-4143	640	4	.	.	PUNCT
framr-4143	641	1	predictive	predictive	ADJ
framr-4143	641	2	maintenance	maintenance	NOUN
framr-4143	641	3	are	be	AUX
framr-4143	641	4	all	all	PRON
framr-4143	641	5	made	make	VERB
framr-4143	641	6	possible	possible	ADJ
framr-4143	641	7	by	by	ADP
framr-4143	641	8	artificial	artificial	ADJ
framr-4143	641	9	intelligence	intelligence	NOUN
framr-4143	641	10	.	.	PUNCT
framr-4143	642	1	blockchain	blockchain	PROPN
framr-4143	642	2	makes	make	VERB
framr-4143	642	3	monitoring	monitoring	NOUN
framr-4143	642	4	and	and	CCONJ
framr-4143	642	5	transparency	transparency	NOUN
framr-4143	642	6	possible	possible	ADJ
framr-4143	642	7	,	,	PUNCT
framr-4143	642	8	improving	improve	VERB
framr-4143	642	9	traceability	traceability	NOUN
framr-4143	642	10	,	,	PUNCT
framr-4143	642	11	reducing	reduce	VERB
framr-4143	642	12	counterfeiting	counterfeiting	NOUN
framr-4143	642	13	,	,	PUNCT
framr-4143	642	14	promoting	promote	VERB
framr-4143	642	15	ethical	ethical	ADJ
framr-4143	642	16	and	and	CCONJ
framr-4143	642	17	sustainable	sustainable	ADJ
framr-4143	642	18	sourcing	sourcing	NOUN
framr-4143	642	19	,	,	PUNCT
framr-4143	642	20	and	and	CCONJ
framr-4143	642	21	facilitating	facilitate	VERB
framr-4143	642	22	intelligent	intelligent	ADJ
framr-4143	642	23	payments	payment	NOUN
framr-4143	642	24	.	.	PUNCT
framr-4143	643	1	better	well	ADJ
framr-4143	643	2	communication	communication	NOUN
framr-4143	643	3	,	,	PUNCT
framr-4143	643	4	cost	cost	NOUN
framr-4143	643	5	monitoring	monitoring	NOUN
framr-4143	643	6	,	,	PUNCT
framr-4143	643	7	inventory	inventory	NOUN
framr-4143	643	8	control	control	NOUN
framr-4143	643	9	,	,	PUNCT
framr-4143	643	10	tracking	track	VERB
framr-4143	643	11	key	key	ADJ
framr-4143	643	12	performance	performance	NOUN
framr-4143	643	13	indicators	indicator	NOUN
framr-4143	643	14	,	,	PUNCT
framr-4143	643	15	and	and	CCONJ
framr-4143	643	16	optimized	optimize	VERB
framr-4143	643	17	visualization	visualization	NOUN
framr-4143	643	18	are	be	AUX
framr-4143	643	19	all	all	PRON
framr-4143	643	20	guaranteed	guarantee	VERB
framr-4143	643	21	by	by	ADP
framr-4143	643	22	business	business	NOUN
framr-4143	643	23	intelligence	intelligence	NOUN
framr-4143	643	24	.	.	PUNCT
framr-4143	644	1	demand	demand	NOUN
framr-4143	644	2	forecasting	forecasting	NOUN
framr-4143	644	3	,	,	PUNCT
framr-4143	644	4	route	route	NOUN
framr-4143	644	5	optimization	optimization	NOUN
framr-4143	644	6	,	,	PUNCT
framr-4143	644	7	inventory	inventory	NOUN
framr-4143	644	8	control	control	NOUN
framr-4143	644	9	,	,	PUNCT
framr-4143	644	10	risk	risk	NOUN
framr-4143	644	11	assessment	assessment	NOUN
framr-4143	644	12	,	,	PUNCT
framr-4143	644	13	and	and	CCONJ
framr-4143	644	14	supplier	supplier	NOUN
framr-4143	644	15	management	management	NOUN
framr-4143	644	16	are	be	AUX
framr-4143	644	17	all	all	PRON
framr-4143	644	18	made	make	VERB
framr-4143	644	19	easier	easy	ADJ
framr-4143	644	20	by	by	ADP
framr-4143	644	21	data	datum	NOUN
framr-4143	644	22	science	science	NOUN
framr-4143	644	23	.	.	PUNCT
framr-4143	645	1	tracking	track	VERB
framr-4143	645	2	shipments	shipment	NOUN
framr-4143	645	3	and	and	CCONJ
framr-4143	645	4	deliveries	delivery	NOUN
framr-4143	645	5	,	,	PUNCT
framr-4143	645	6	inventory	inventory	NOUN
framr-4143	645	7	management	management	NOUN
framr-4143	645	8	,	,	PUNCT
framr-4143	645	9	warehouse	warehouse	NOUN
framr-4143	645	10	capacity	capacity	NOUN
framr-4143	645	11	monitoring	monitoring	NOUN
framr-4143	645	12	,	,	PUNCT
framr-4143	645	13	storage	storage	NOUN
framr-4143	645	14	condition	condition	NOUN
framr-4143	645	15	monitoring	monitoring	NOUN
framr-4143	645	16	,	,	PUNCT
framr-4143	645	17	routine	routine	ADJ
framr-4143	645	18	optimization	optimization	NOUN
framr-4143	645	19	,	,	PUNCT
framr-4143	645	20	and	and	CCONJ
framr-4143	645	21	automation	automation	NOUN
framr-4143	645	22	are	be	AUX
framr-4143	645	23	all	all	PRON
framr-4143	645	24	made	make	VERB
framr-4143	645	25	possible	possible	ADJ
framr-4143	645	26	by	by	ADP
framr-4143	645	27	iot	iot	PROPN
framr-4143	645	28	.	.	PUNCT
framr-4143	645	29	rfid	rfid	NOUN
framr-4143	645	30	works	work	NOUN
framr-4143	645	31	well	well	ADV
framr-4143	645	32	for	for	ADP
framr-4143	645	33	supply	supply	NOUN
framr-4143	645	34	chain	chain	NOUN
framr-4143	645	35	visibility	visibility	NOUN
framr-4143	645	36	,	,	PUNCT
framr-4143	645	37	retail	retail	ADJ
framr-4143	645	38	management	management	NOUN
framr-4143	645	39	,	,	PUNCT
framr-4143	645	40	freight	freight	NOUN
framr-4143	645	41	transportation	transportation	NOUN
framr-4143	645	42	,	,	PUNCT
framr-4143	645	43	warehouse	warehouse	NOUN
framr-4143	645	44	management	management	NOUN
framr-4143	645	45	,	,	PUNCT
framr-4143	645	46	and	and	CCONJ
framr-4143	645	47	inventory	inventory	NOUN
framr-4143	645	48	management	management	NOUN
framr-4143	645	49	.	.	PUNCT
framr-4143	646	1	automation	automation	NOUN
framr-4143	646	2	and	and	CCONJ
framr-4143	646	3	robotics	robotic	NOUN
framr-4143	646	4	are	be	AUX
framr-4143	646	5	used	use	VERB
framr-4143	646	6	in	in	ADP
framr-4143	646	7	collaborative	collaborative	ADJ
framr-4143	646	8	robots	robot	NOUN
framr-4143	646	9	,	,	PUNCT
framr-4143	646	10	automated	automate	VERB
framr-4143	646	11	guided	guide	VERB
framr-4143	646	12	vehicles	vehicle	NOUN
framr-4143	646	13	,	,	PUNCT
framr-4143	646	14	automated	automate	VERB
framr-4143	646	15	storage	storage	NOUN
framr-4143	646	16	and	and	CCONJ
framr-4143	646	17	retrieval	retrieval	NOUN
framr-4143	646	18	systems	system	NOUN
framr-4143	646	19	,	,	PUNCT
framr-4143	646	20	warehouse	warehouse	NOUN
framr-4143	646	21	management	management	NOUN
framr-4143	646	22	,	,	PUNCT
framr-4143	646	23	control	control	NOUN
framr-4143	646	24	,	,	PUNCT
framr-4143	646	25	and	and	CCONJ
framr-4143	646	26	monitoring	monitoring	NOUN
framr-4143	646	27	.	.	PUNCT
framr-4143	647	1	leaders	leader	NOUN
framr-4143	647	2	in	in	ADP
framr-4143	647	3	the	the	DET
framr-4143	647	4	industry	industry	NOUN
framr-4143	647	5	and	and	CCONJ
framr-4143	647	6	policymakers	policymaker	NOUN
framr-4143	647	7	are	be	AUX
framr-4143	647	8	urged	urge	VERB
framr-4143	647	9	to	to	PART
framr-4143	647	10	take	take	VERB
framr-4143	647	11	these	these	DET
framr-4143	647	12	suggestions	suggestion	NOUN
framr-4143	647	13	into	into	ADP
framr-4143	647	14	account	account	NOUN
framr-4143	647	15	to	to	PART
framr-4143	647	16	fully	fully	ADV
framr-4143	647	17	utilize	utilize	VERB
framr-4143	647	18	blockchain	blockchain	NOUN
framr-4143	647	19	technology	technology	NOUN
framr-4143	647	20	and	and	CCONJ
framr-4143	647	21	improve	improve	VERB
framr-4143	647	22	scm	scm	PROPN
framr-4143	647	23	processes	process	NOUN
framr-4143	647	24	'	'	PART
framr-4143	647	25	resilience	resilience	NOUN
framr-4143	647	26	,	,	PUNCT
framr-4143	647	27	sustainability	sustainability	NOUN
framr-4143	647	28	,	,	PUNCT
framr-4143	647	29	and	and	CCONJ
framr-4143	647	30	efficiency	efficiency	NOUN
framr-4143	647	31	.	.	PUNCT
framr-4143	648	1	scm	scm	PROPN
framr-4143	648	2	's	's	PART
framr-4143	648	3	future	future	NOUN
framr-4143	648	4	is	be	AUX
framr-4143	648	5	in	in	ADP
framr-4143	648	6	utilizing	utilize	VERB
framr-4143	648	7	these	these	DET
framr-4143	648	8	cutting	cutting	NOUN
framr-4143	648	9	-	-	PUNCT
framr-4143	648	10	edge	edge	NOUN
framr-4143	648	11	technologies	technology	NOUN
framr-4143	648	12	,	,	PUNCT
framr-4143	648	13	and	and	CCONJ
framr-4143	648	14	blockchain	blockchain	PROPN
framr-4143	648	15	is	be	AUX
framr-4143	648	16	at	at	ADP
framr-4143	648	17	the	the	DET
framr-4143	648	18	vanguard	vanguard	NOUN
framr-4143	648	19	of	of	ADP
framr-4143	648	20	this	this	DET
framr-4143	648	21	revolutionary	revolutionary	ADJ
framr-4143	648	22	voyage	voyage	NOUN
framr-4143	648	23	.	.	PUNCT
framr-4143	649	1	for	for	SCONJ
framr-4143	649	2	scrm	scrm	NOUN
framr-4143	649	3	to	to	PART
framr-4143	649	4	be	be	AUX
framr-4143	649	5	effective	effective	ADJ
framr-4143	649	6	,	,	PUNCT
framr-4143	649	7	industry	industry	NOUN
framr-4143	649	8	stakeholders	stakeholder	NOUN
framr-4143	649	9	must	must	AUX
framr-4143	649	10	work	work	VERB
framr-4143	649	11	together	together	ADV
framr-4143	649	12	.	.	PUNCT
framr-4143	650	1	organizations	organization	NOUN
framr-4143	650	2	may	may	AUX
framr-4143	650	3	communicate	communicate	VERB
framr-4143	650	4	pertinent	pertinent	ADJ
framr-4143	650	5	information	information	NOUN
framr-4143	650	6	about	about	ADP
framr-4143	650	7	industry	industry	NOUN
framr-4143	650	8	trends	trend	NOUN
framr-4143	650	9	,	,	PUNCT
framr-4143	650	10	best	good	ADJ
framr-4143	650	11	practices	practice	NOUN
framr-4143	650	12	,	,	PUNCT
framr-4143	650	13	and	and	CCONJ
framr-4143	650	14	possible	possible	ADJ
framr-4143	650	15	hazards	hazard	NOUN
framr-4143	650	16	by	by	ADP
framr-4143	650	17	forming	form	VERB
framr-4143	650	18	partnerships	partnership	NOUN
framr-4143	650	19	for	for	ADP
framr-4143	650	20	data	datum	NOUN
framr-4143	650	21	sharing	sharing	NOUN
framr-4143	650	22	.	.	PUNCT
framr-4143	651	1	by	by	ADP
framr-4143	651	2	establishing	establish	VERB
framr-4143	651	3	cooperative	cooperative	ADJ
framr-4143	651	4	platforms	platform	NOUN
framr-4143	651	5	,	,	PUNCT
framr-4143	651	6	partners	partner	NOUN
framr-4143	651	7	and	and	CCONJ
framr-4143	651	8	rivals	rival	NOUN
framr-4143	651	9	may	may	AUX
framr-4143	651	10	both	both	ADV
framr-4143	651	11	add	add	VERB
framr-4143	651	12	to	to	ADP
framr-4143	651	13	a	a	DET
framr-4143	651	14	shared	share	VERB
framr-4143	651	15	knowledge	knowledge	NOUN
framr-4143	651	16	of	of	ADP
framr-4143	651	17	the	the	DET
framr-4143	651	18	supply	supply	NOUN
framr-4143	651	19	chain	chain	NOUN
framr-4143	651	20	environment	environment	NOUN
framr-4143	651	21	and	and	CCONJ
framr-4143	651	22	enable	enable	VERB
framr-4143	651	23	better	well	ADV
framr-4143	651	24	-	-	PUNCT
framr-4143	651	25	informed	inform	VERB
framr-4143	651	26	risk	risk	NOUN
framr-4143	651	27	management	management	NOUN
framr-4143	651	28	tactics	tactic	NOUN
framr-4143	651	29	.	.	PUNCT
framr-4143	652	1	the	the	DET
framr-4143	652	2	idea	idea	NOUN
framr-4143	652	3	behind	behind	ADP
framr-4143	652	4	blockchain	blockchain	PROPN
framr-4143	652	5	technology	technology	PROPN
framr-4143	652	6	is	be	AUX
framr-4143	652	7	to	to	PART
framr-4143	652	8	eliminate	eliminate	VERB
framr-4143	652	9	the	the	DET
framr-4143	652	10	supply	supply	NOUN
framr-4143	652	11	chain	chain	NOUN
framr-4143	652	12	's	's	PART
framr-4143	652	13	conventional	conventional	ADJ
framr-4143	652	14	division	division	NOUN
framr-4143	652	15	.	.	PUNCT
framr-4143	653	1	blockchain	blockchain	PROPN
framr-4143	653	2	offers	offer	VERB
framr-4143	653	3	a	a	DET
framr-4143	653	4	new	new	ADJ
framr-4143	653	5	value	value	NOUN
framr-4143	653	6	creation	creation	NOUN
framr-4143	653	7	based	base	VERB
framr-4143	653	8	on	on	ADP
framr-4143	653	9	automotive	automotive	ADJ
framr-4143	653	10	supply	supply	NOUN
framr-4143	653	11	chain	chain	NOUN
framr-4143	653	12	theories	theory	NOUN
framr-4143	653	13	,	,	PUNCT
framr-4143	653	14	which	which	PRON
framr-4143	653	15	is	be	AUX
framr-4143	653	16	a	a	DET
framr-4143	653	17	basis	basis	NOUN
framr-4143	653	18	for	for	ADP
framr-4143	653	19	additional	additional	ADJ
framr-4143	653	20	empirical	empirical	ADJ
framr-4143	653	21	research	research	NOUN
framr-4143	653	22	,	,	PUNCT
framr-4143	653	23	from	from	ADP
framr-4143	653	24	the	the	DET
framr-4143	653	25	perspectives	perspective	NOUN
framr-4143	653	26	of	of	ADP
framr-4143	653	27	extensibility	extensibility	NOUN
framr-4143	653	28	,	,	PUNCT
framr-4143	653	29	degrees	degree	NOUN
framr-4143	653	30	of	of	ADP
framr-4143	653	31	freedom	freedom	NOUN
framr-4143	653	32	,	,	PUNCT
framr-4143	653	33	redesign	redesign	NOUN
framr-4143	653	34	of	of	ADP
framr-4143	653	35	automotive	automotive	ADJ
framr-4143	653	36	supply	supply	NOUN
framr-4143	653	37	chain	chain	NOUN
framr-4143	653	38	visibility	visibility	NOUN
framr-4143	653	39	,	,	PUNCT
framr-4143	653	40	operational	operational	ADJ
framr-4143	653	41	efficiency	efficiency	NOUN
framr-4143	653	42	,	,	PUNCT
framr-4143	653	43	and	and	CCONJ
framr-4143	653	44	new	new	ADJ
framr-4143	653	45	business	business	NOUN
framr-4143	653	46	model	model	NOUN
framr-4143	653	47	.	.	PUNCT
framr-4143	654	1	managers	manager	NOUN
framr-4143	654	2	and	and	CCONJ
framr-4143	654	3	staff	staff	NOUN
framr-4143	654	4	members	member	NOUN
framr-4143	654	5	need	need	VERB
framr-4143	654	6	to	to	PART
framr-4143	654	7	be	be	AUX
framr-4143	654	8	more	more	ADV
framr-4143	654	9	open	open	ADJ
framr-4143	654	10	-	-	PUNCT
framr-4143	654	11	minded	minded	ADJ
framr-4143	654	12	for	for	ADP
framr-4143	654	13	digital	digital	ADJ
framr-4143	654	14	technology	technology	NOUN
framr-4143	654	15	to	to	PART
framr-4143	654	16	be	be	AUX
framr-4143	654	17	used	use	VERB
framr-4143	654	18	successfully	successfully	ADV
framr-4143	654	19	.	.	PUNCT
framr-4143	655	1	the	the	DET
framr-4143	655	2	process	process	NOUN
framr-4143	655	3	of	of	ADP
framr-4143	655	4	digital	digital	ADJ
framr-4143	655	5	transformation	transformation	NOUN
framr-4143	655	6	is	be	AUX
framr-4143	655	7	mostly	mostly	ADV
framr-4143	655	8	driven	drive	VERB
framr-4143	655	9	by	by	ADP
framr-4143	655	10	the	the	DET
framr-4143	655	11	executives	executive	NOUN
framr-4143	655	12	.	.	PUNCT
framr-4143	656	1	they	they	PRON
framr-4143	656	2	must	must	AUX
framr-4143	656	3	embrace	embrace	VERB
framr-4143	656	4	technology	technology	NOUN
framr-4143	656	5	and	and	CCONJ
framr-4143	656	6	give	give	VERB
framr-4143	656	7	it	it	PRON
framr-4143	656	8	top	top	ADJ
framr-4143	656	9	attention	attention	NOUN
framr-4143	656	10	.	.	PUNCT
framr-4143	657	1	they	they	PRON
framr-4143	657	2	must	must	AUX
framr-4143	657	3	critically	critically	ADV
framr-4143	657	4	examine	examine	VERB
framr-4143	657	5	their	their	PRON
framr-4143	657	6	company	company	NOUN
framr-4143	657	7	and	and	CCONJ
framr-4143	657	8	its	its	PRON
framr-4143	657	9	goals	goal	NOUN
framr-4143	657	10	;	;	PUNCT
framr-4143	657	11	they	they	PRON
framr-4143	657	12	must	must	AUX
framr-4143	657	13	also	also	ADV
framr-4143	657	14	establish	establish	VERB
framr-4143	657	15	business	business	NOUN
framr-4143	657	16	cases	case	NOUN
framr-4143	657	17	,	,	PUNCT
framr-4143	657	18	solutions	solution	NOUN
framr-4143	657	19	,	,	PUNCT
framr-4143	657	20	strategies	strategy	NOUN
framr-4143	657	21	,	,	PUNCT
framr-4143	657	22	and	and	CCONJ
framr-4143	657	23	roadmaps	roadmap	NOUN
framr-4143	657	24	.	.	PUNCT
framr-4143	658	1	funding	funding	NOUN
framr-4143	658	2	:	:	PUNCT
framr-4143	658	3	this	this	DET
framr-4143	658	4	study	study	NOUN
framr-4143	658	5	received	receive	VERB
framr-4143	658	6	no	no	DET
framr-4143	658	7	specific	specific	ADJ
framr-4143	658	8	financial	financial	ADJ
framr-4143	658	9	support	support	NOUN
framr-4143	658	10	.	.	PUNCT
framr-4143	659	1	institutional	institutional	ADJ
framr-4143	659	2	review	review	PROPN
framr-4143	659	3	board	board	NOUN
framr-4143	659	4	statement	statement	NOUN
framr-4143	659	5	:	:	PUNCT
framr-4143	659	6	not	not	PART
framr-4143	659	7	applicable	applicable	ADJ
framr-4143	659	8	.	.	PUNCT
framr-4143	660	1	transparency	transparency	NOUN
framr-4143	660	2	:	:	PUNCT
framr-4143	660	3	the	the	DET
framr-4143	660	4	authors	author	NOUN
framr-4143	660	5	declare	declare	VERB
framr-4143	660	6	that	that	SCONJ
framr-4143	660	7	the	the	DET
framr-4143	660	8	manuscript	manuscript	NOUN
framr-4143	660	9	is	be	AUX
framr-4143	660	10	honest	honest	ADJ
framr-4143	660	11	,	,	PUNCT
framr-4143	660	12	truthful	truthful	ADJ
framr-4143	660	13	and	and	CCONJ
framr-4143	660	14	transparent	transparent	ADJ
framr-4143	660	15	,	,	PUNCT
framr-4143	660	16	that	that	SCONJ
framr-4143	660	17	no	no	DET
framr-4143	660	18	important	important	ADJ
framr-4143	660	19	aspects	aspect	NOUN
framr-4143	660	20	of	of	ADP
framr-4143	660	21	the	the	DET
framr-4143	660	22	study	study	NOUN
framr-4143	660	23	have	have	AUX
framr-4143	660	24	been	be	AUX
framr-4143	660	25	omitted	omit	VERB
framr-4143	660	26	and	and	CCONJ
framr-4143	660	27	that	that	SCONJ
framr-4143	660	28	all	all	DET
framr-4143	660	29	deviations	deviation	NOUN
framr-4143	660	30	from	from	ADP
framr-4143	660	31	the	the	DET
framr-4143	660	32	planned	plan	VERB
framr-4143	660	33	study	study	NOUN
framr-4143	660	34	have	have	AUX
framr-4143	660	35	been	be	AUX
framr-4143	660	36	made	make	VERB
framr-4143	660	37	clear	clear	ADJ
framr-4143	660	38	.	.	PUNCT
framr-4143	661	1	this	this	DET
framr-4143	661	2	study	study	NOUN
framr-4143	661	3	followed	follow	VERB
framr-4143	661	4	all	all	DET
framr-4143	661	5	rules	rule	NOUN
framr-4143	661	6	of	of	ADP
framr-4143	661	7	writing	write	VERB
framr-4143	661	8	ethics	ethic	NOUN
framr-4143	661	9	.	.	PUNCT
framr-4143	662	1	competing	compete	VERB
framr-4143	662	2	interests	interest	NOUN
framr-4143	662	3	:	:	PUNCT
framr-4143	662	4	the	the	DET
framr-4143	662	5	authors	author	NOUN
framr-4143	662	6	declare	declare	VERB
framr-4143	662	7	that	that	SCONJ
framr-4143	662	8	they	they	PRON
framr-4143	662	9	have	have	VERB
framr-4143	662	10	no	no	DET
framr-4143	662	11	competing	compete	VERB
framr-4143	662	12	interests	interest	NOUN
framr-4143	662	13	.	.	PUNCT
framr-4143	663	1	authors	author	NOUN
framr-4143	663	2	’	'	PUNCT
framr-4143	663	3	contributions	contribution	NOUN
framr-4143	663	4	:	:	PUNCT
framr-4143	663	5	all	all	DET
framr-4143	663	6	authors	author	NOUN
framr-4143	663	7	contributed	contribute	VERB
framr-4143	663	8	equally	equally	ADV
framr-4143	663	9	to	to	ADP
framr-4143	663	10	the	the	DET
framr-4143	663	11	conception	conception	NOUN
framr-4143	663	12	and	and	CCONJ
framr-4143	663	13	design	design	NOUN
framr-4143	663	14	of	of	ADP
framr-4143	663	15	the	the	DET
framr-4143	663	16	study	study	NOUN
framr-4143	663	17	.	.	PUNCT
framr-4143	664	1	all	all	DET
framr-4143	664	2	authors	author	NOUN
framr-4143	664	3	have	have	AUX
framr-4143	664	4	read	read	VERB
framr-4143	664	5	and	and	CCONJ
framr-4143	664	6	agreed	agree	VERB
framr-4143	664	7	to	to	ADP
framr-4143	664	8	the	the	DET
framr-4143	664	9	published	publish	VERB
framr-4143	664	10	version	version	NOUN
framr-4143	664	11	of	of	ADP
framr-4143	664	12	the	the	DET
framr-4143	664	13	manuscript	manuscript	NOUN
framr-4143	664	14	.	.	PUNCT
framr-4143	665	1	references	reference	NOUN
framr-4143	665	2	abeyratne	abeyratne	PROPN
framr-4143	665	3	,	,	PUNCT
framr-4143	665	4	s.	s.	PROPN
framr-4143	665	5	a.	a.	PROPN
framr-4143	665	6	,	,	PUNCT
framr-4143	665	7	&	&	CCONJ
framr-4143	665	8	monfared	monfare	VERB
framr-4143	665	9	,	,	PUNCT
framr-4143	665	10	r.	r.	PROPN
framr-4143	665	11	p.	p.	PROPN
framr-4143	665	12	(	(	PUNCT
framr-4143	665	13	2016	2016	NUM
framr-4143	665	14	)	)	PUNCT
framr-4143	665	15	.	.	PUNCT
framr-4143	666	1	blockchain	blockchain	PROPN
framr-4143	666	2	ready	ready	ADJ
framr-4143	666	3	manufacturing	manufacturing	NOUN
framr-4143	666	4	supply	supply	NOUN
framr-4143	666	5	chain	chain	NOUN
framr-4143	666	6	using	use	VERB
framr-4143	666	7	distributed	distribute	VERB
framr-4143	666	8	ledger	ledger	NOUN
framr-4143	666	9	.	.	PUNCT
framr-4143	667	1	international	international	ADJ
framr-4143	667	2	journal	journal	PROPN
framr-4143	667	3	of	of	ADP
framr-4143	667	4	research	research	NOUN
framr-4143	667	5	in	in	ADP
framr-4143	667	6	engineering	engineering	NOUN
framr-4143	667	7	and	and	CCONJ
framr-4143	667	8	technology	technology	NOUN
framr-4143	667	9	,	,	PUNCT
framr-4143	667	10	5(9	5(9	NUM
framr-4143	667	11	)	)	PUNCT
framr-4143	667	12	,	,	PUNCT
framr-4143	667	13	1	1	NUM
framr-4143	667	14	-	-	SYM
framr-4143	667	15	10	10	NUM
framr-4143	667	16	.	.	PUNCT
framr-4143	668	1	https://doi.org/10.15623/ijret.2016.0509001	https://doi.org/10.15623/ijret.2016.0509001	PROPN
framr-4143	668	2	accenture	accenture	NOUN
framr-4143	668	3	.	.	PUNCT
framr-4143	669	1	(	(	PUNCT
framr-4143	669	2	2020a	2020a	NOUN
framr-4143	669	3	)	)	PUNCT
framr-4143	669	4	.	.	PUNCT
framr-4143	670	1	leveraging	leverage	VERB
framr-4143	670	2	bi	bi	NOUN
framr-4143	670	3	for	for	ADP
framr-4143	670	4	cost	cost	NOUN
framr-4143	670	5	reduction	reduction	NOUN
framr-4143	670	6	in	in	ADP
framr-4143	670	7	global	global	ADJ
framr-4143	670	8	supply	supply	NOUN
framr-4143	670	9	chains	chain	NOUN
framr-4143	670	10	.	.	PUNCT
framr-4143	671	1	retrieved	retrieve	VERB
framr-4143	671	2	from	from	ADP
framr-4143	671	3	https://www.accenture.com	https://www.accenture.com	PROPN
framr-4143	671	4	.	.	PUNCT
framr-4143	672	1	[	[	X
framr-4143	672	2	accessed	access	VERB
framr-4143	672	3	3	3	NUM
framr-4143	672	4	october	october	NOUN
framr-4143	672	5	2024	2024	NUM
framr-4143	672	6	]	]	PUNCT
framr-4143	672	7	accenture	accenture	NOUN
framr-4143	672	8	.	.	PUNCT
framr-4143	673	1	(	(	PUNCT
framr-4143	673	2	2020b	2020b	NUM
framr-4143	673	3	)	)	PUNCT
framr-4143	673	4	.	.	PUNCT
framr-4143	674	1	rfid	rfid	VERB
framr-4143	674	2	in	in	ADP
framr-4143	674	3	warehouse	warehouse	NOUN
framr-4143	674	4	management	management	NOUN
framr-4143	674	5	:	:	PUNCT
framr-4143	674	6	reducing	reduce	VERB
framr-4143	674	7	labor	labor	NOUN
framr-4143	674	8	costs	cost	NOUN
framr-4143	674	9	and	and	CCONJ
framr-4143	674	10	improving	improve	VERB
framr-4143	674	11	efficiency	efficiency	NOUN
framr-4143	674	12	.	.	PUNCT
framr-4143	675	1	retrieved	retrieve	VERB
framr-4143	675	2	from	from	ADP
framr-4143	675	3	https://www.accenture.com	https://www.accenture.com	PROPN
framr-4143	675	4	.	.	PUNCT
framr-4143	676	1	[	[	X
framr-4143	676	2	accessed	access	VERB
framr-4143	676	3	3	3	NUM
framr-4143	676	4	october	october	NOUN
framr-4143	676	5	2024	2024	NUM
framr-4143	676	6	]	]	PUNCT
framr-4143	676	7	accenture	accenture	NOUN
framr-4143	676	8	.	.	PUNCT
framr-4143	677	1	(	(	PUNCT
framr-4143	677	2	2021	2021	NUM
framr-4143	677	3	)	)	PUNCT
framr-4143	677	4	.	.	PUNCT
framr-4143	678	1	the	the	DET
framr-4143	678	2	role	role	NOUN
framr-4143	678	3	of	of	ADP
framr-4143	678	4	iot	iot	NOUN
framr-4143	678	5	in	in	ADP
framr-4143	678	6	optimizing	optimize	VERB
framr-4143	678	7	supply	supply	NOUN
framr-4143	678	8	chain	chain	NOUN
framr-4143	678	9	inventory	inventory	NOUN
framr-4143	678	10	management	management	NOUN
framr-4143	678	11	.	.	PUNCT
framr-4143	678	12	retrieved	retrieve	VERB
framr-4143	678	13	from	from	ADP
framr-4143	678	14	https://www.accenture.com	https://www.accenture.com	PROPN
framr-4143	678	15	.	.	PUNCT
framr-4143	679	1	[	[	X
framr-4143	679	2	accessed	access	VERB
framr-4143	679	3	3	3	NUM
framr-4143	679	4	october	october	NOUN
framr-4143	679	5	2024	2024	NUM
framr-4143	679	6	]	]	PUNCT
framr-4143	679	7	akbari	akbari	PROPN
framr-4143	679	8	,	,	PUNCT
framr-4143	679	9	m.	m.	NOUN
framr-4143	679	10	,	,	PUNCT
framr-4143	679	11	nguyen	nguyen	NOUN
framr-4143	679	12	,	,	PUNCT
framr-4143	679	13	t.	t.	PROPN
framr-4143	679	14	h.	h.	PROPN
framr-4143	679	15	,	,	PUNCT
framr-4143	679	16	&	&	CCONJ
framr-4143	679	17	le	le	PROPN
framr-4143	679	18	,	,	PUNCT
framr-4143	679	19	d.	d.	PROPN
framr-4143	679	20	t.	t.	PROPN
framr-4143	679	21	(	(	PUNCT
framr-4143	679	22	2024	2024	NUM
framr-4143	679	23	)	)	PUNCT
framr-4143	679	24	.	.	PUNCT
framr-4143	680	1	digital	digital	ADJ
framr-4143	680	2	technologies	technology	NOUN
framr-4143	680	3	and	and	CCONJ
framr-4143	680	4	the	the	DET
framr-4143	680	5	transformation	transformation	NOUN
framr-4143	680	6	of	of	ADP
framr-4143	680	7	supply	supply	NOUN
framr-4143	680	8	chains	chain	NOUN
framr-4143	680	9	in	in	ADP
framr-4143	680	10	vietnam	vietnam	PROPN
framr-4143	680	11	:	:	PUNCT
framr-4143	680	12	embracing	embrace	VERB
framr-4143	680	13	industry	industry	NOUN
framr-4143	680	14	4.0	4.0	NUM
framr-4143	680	15	.	.	PUNCT
framr-4143	681	1	journal	journal	PROPN
framr-4143	681	2	of	of	ADP
framr-4143	681	3	supply	supply	NOUN
framr-4143	681	4	chain	chain	NOUN
framr-4143	681	5	innovation	innovation	NOUN
framr-4143	681	6	,	,	PUNCT
framr-4143	681	7	18(3	18(3	NUM
framr-4143	681	8	)	)	PUNCT
framr-4143	681	9	,	,	PUNCT
framr-4143	681	10	102	102	NUM
framr-4143	681	11	-	-	SYM
framr-4143	681	12	118	118	NUM
framr-4143	681	13	.	.	PUNCT
framr-4143	682	1	https://doi.org/10.1016/j.josci.2024.03.002	https://doi.org/10.1016/j.josci.2024.03.002	PROPN
framr-4143	682	2	al	al	PROPN
framr-4143	682	3	-	-	PUNCT
framr-4143	682	4	mobaideen	mobaideen	PROPN
framr-4143	682	5	,	,	PUNCT
framr-4143	682	6	h.	h.	PROPN
framr-4143	682	7	(	(	PUNCT
framr-4143	682	8	2014	2014	NUM
framr-4143	682	9	)	)	PUNCT
framr-4143	682	10	.	.	PUNCT
framr-4143	683	1	the	the	DET
framr-4143	683	2	role	role	NOUN
framr-4143	683	3	of	of	ADP
framr-4143	683	4	business	business	NOUN
framr-4143	683	5	intelligence	intelligence	NOUN
framr-4143	683	6	in	in	ADP
framr-4143	683	7	transforming	transform	VERB
framr-4143	683	8	business	business	NOUN
framr-4143	683	9	decision	decision	NOUN
framr-4143	683	10	-	-	PUNCT
framr-4143	683	11	making	make	VERB
framr-4143	683	12	processes	process	NOUN
framr-4143	683	13	.	.	PUNCT
framr-4143	684	1	international	international	ADJ
framr-4143	684	2	journal	journal	PROPN
framr-4143	684	3	of	of	ADP
framr-4143	684	4	business	business	NOUN
framr-4143	684	5	intelligence	intelligence	NOUN
framr-4143	684	6	research	research	NOUN
framr-4143	684	7	,	,	PUNCT
framr-4143	684	8	5(2	5(2	NUM
framr-4143	684	9	)	)	PUNCT
framr-4143	684	10	,	,	PUNCT
framr-4143	684	11	1	1	NUM
framr-4143	684	12	-	-	SYM
framr-4143	684	13	15	15	NUM
framr-4143	684	14	.	.	PUNCT
framr-4143	685	1	https://doi.org/10.4018/ijbir.2014070101	https://doi.org/10.4018/ijbir.2014070101	PROPN
framr-4143	685	2	almulhim	almulhim	PROPN
framr-4143	685	3	,	,	PUNCT
framr-4143	685	4	a.	a.	NOUN
framr-4143	685	5	(	(	PUNCT
framr-4143	685	6	2021	2021	NUM
framr-4143	685	7	)	)	PUNCT
framr-4143	685	8	.	.	PUNCT
framr-4143	686	1	the	the	DET
framr-4143	686	2	role	role	NOUN
framr-4143	686	3	of	of	ADP
framr-4143	686	4	smart	smart	ADJ
framr-4143	686	5	technologies	technology	NOUN
framr-4143	686	6	in	in	ADP
framr-4143	686	7	bridging	bridge	VERB
framr-4143	686	8	digital	digital	ADJ
framr-4143	686	9	transformation	transformation	NOUN
framr-4143	686	10	and	and	CCONJ
framr-4143	686	11	firm	firm	ADJ
framr-4143	686	12	performance	performance	NOUN
framr-4143	686	13	.	.	PUNCT
framr-4143	687	1	journal	journal	NOUN
framr-4143	687	2	of	of	ADP
framr-4143	687	3	digital	digital	ADJ
framr-4143	687	4	transformation	transformation	NOUN
framr-4143	687	5	and	and	CCONJ
framr-4143	687	6	business	business	NOUN
framr-4143	687	7	performance	performance	NOUN
framr-4143	687	8	,	,	PUNCT
framr-4143	687	9	10(3	10(3	NUM
framr-4143	687	10	)	)	PUNCT
framr-4143	687	11	,	,	PUNCT
framr-4143	687	12	134	134	NUM
framr-4143	687	13	-	-	SYM
framr-4143	687	14	148	148	NUM
framr-4143	687	15	.	.	PUNCT
framr-4143	688	1	https://doi.org/10.1016/j.jdtbp.2021.07.003	https://doi.org/10.1016/j.jdtbp.2021.07.003	NOUN
framr-4143	688	2	https://doi.org/10.15623/ijret.2016.0509001	https://doi.org/10.15623/ijret.2016.0509001	PROPN
framr-4143	688	3	https://www.accenture.com/	https://www.accenture.com/	NOUN
framr-4143	688	4	https://www.accenture.com/	https://www.accenture.com/	PROPN
framr-4143	688	5	https://www.accenture.com/	https://www.accenture.com/	PROPN
framr-4143	688	6	https://doi.org/10.1016/j.josci.2024.03.002	https://doi.org/10.1016/j.josci.2024.03.002	PROPN
framr-4143	688	7	https://doi.org/10.4018/ijbir.2014070101	https://doi.org/10.4018/ijbir.2014070101	PROPN
framr-4143	688	8	https://doi.org/10.1016/j.jdtbp.2021.07.003	https://doi.org/10.1016/j.jdtbp.2021.07.003	NOUN
framr-4143	688	9	financial	financial	ADJ
framr-4143	688	10	risk	risk	NOUN
framr-4143	688	11	and	and	CCONJ
framr-4143	688	12	management	management	NOUN
framr-4143	688	13	reviews	review	NOUN
framr-4143	688	14	,	,	PUNCT
framr-4143	688	15	2025	2025	NUM
framr-4143	688	16	,	,	PUNCT
framr-4143	688	17	11(1	11(1	NUM
framr-4143	688	18	):	):	PUNCT
framr-4143	688	19	72	72	NUM
framr-4143	688	20	-	-	SYM
framr-4143	688	21	102	102	NUM
framr-4143	688	22	96	96	NUM
framr-4143	688	23	©	©	PROPN
framr-4143	688	24	2025	2025	NUM
framr-4143	688	25	conscientia	conscientia	PROPN
framr-4143	688	26	beam	beam	PROPN
framr-4143	688	27	.	.	PUNCT
framr-4143	689	1	all	all	DET
framr-4143	689	2	rights	right	NOUN
framr-4143	689	3	reserved	reserve	VERB
framr-4143	689	4	.	.	PUNCT
framr-4143	690	1	amazon	amazon	NOUN
framr-4143	690	2	robotics	robotic	NOUN
framr-4143	690	3	.	.	PUNCT
framr-4143	691	1	(	(	PUNCT
framr-4143	691	2	2021	2021	NUM
framr-4143	691	3	)	)	PUNCT
framr-4143	691	4	.	.	PUNCT
framr-4143	692	1	kiva	kiva	PROPN
framr-4143	692	2	systems	system	NOUN
framr-4143	692	3	and	and	CCONJ
framr-4143	692	4	the	the	DET
framr-4143	692	5	revolution	revolution	NOUN
framr-4143	692	6	of	of	ADP
framr-4143	692	7	warehouse	warehouse	NOUN
framr-4143	692	8	automation	automation	NOUN
framr-4143	692	9	.	.	PUNCT
framr-4143	693	1	retrieved	retrieve	VERB
framr-4143	693	2	from	from	ADP
framr-4143	693	3	https://www.amazon.com/.	https://www.amazon.com/.	PROPN
framr-4143	693	4	[	[	X
framr-4143	693	5	accessed	access	VERB
framr-4143	693	6	3	3	NUM
framr-4143	693	7	october	october	NOUN
framr-4143	693	8	2024	2024	NUM
framr-4143	693	9	]	]	PUNCT
framr-4143	693	10	anitha	anitha	PROPN
framr-4143	693	11	,	,	PUNCT
framr-4143	693	12	p.	p.	PROPN
framr-4143	693	13	,	,	PUNCT
framr-4143	693	14	&	&	CCONJ
framr-4143	693	15	patil	patil	PROPN
framr-4143	693	16	,	,	PUNCT
framr-4143	693	17	m.	m.	NOUN
framr-4143	693	18	m.	m.	NOUN
framr-4143	693	19	(	(	PUNCT
framr-4143	693	20	2018	2018	NUM
framr-4143	693	21	)	)	PUNCT
framr-4143	693	22	.	.	PUNCT
framr-4143	694	1	a	a	DET
framr-4143	694	2	review	review	NOUN
framr-4143	694	3	on	on	ADP
framr-4143	694	4	data	data	NOUN
framr-4143	694	5	analytics	analytic	NOUN
framr-4143	694	6	for	for	ADP
framr-4143	694	7	supply	supply	NOUN
framr-4143	694	8	chain	chain	NOUN
framr-4143	694	9	management	management	NOUN
framr-4143	694	10	:	:	PUNCT
framr-4143	694	11	a	a	DET
framr-4143	694	12	case	case	NOUN
framr-4143	694	13	study	study	NOUN
framr-4143	694	14	.	.	PUNCT
framr-4143	695	1	international	international	ADJ
framr-4143	695	2	journal	journal	PROPN
framr-4143	695	3	of	of	ADP
framr-4143	695	4	information	information	NOUN
framr-4143	695	5	engineering	engineering	NOUN
framr-4143	695	6	and	and	CCONJ
framr-4143	695	7	electronic	electronic	ADJ
framr-4143	695	8	business	business	NOUN
framr-4143	695	9	,	,	PUNCT
framr-4143	695	10	14(5	14(5	NUM
framr-4143	695	11	)	)	PUNCT
framr-4143	695	12	,	,	PUNCT
framr-4143	695	13	30	30	NUM
framr-4143	695	14	.	.	PUNCT
framr-4143	696	1	arenkov	arenkov	PROPN
framr-4143	696	2	,	,	PUNCT
framr-4143	696	3	d.	d.	PROPN
framr-4143	696	4	,	,	PUNCT
framr-4143	696	5	ivanov	ivanov	PROPN
framr-4143	696	6	,	,	PUNCT
framr-4143	696	7	d.	d.	PROPN
framr-4143	696	8	,	,	PUNCT
framr-4143	696	9	&	&	CCONJ
framr-4143	696	10	pavlov	pavlov	PROPN
framr-4143	696	11	,	,	PUNCT
framr-4143	696	12	a.	a.	NOUN
framr-4143	696	13	(	(	PUNCT
framr-4143	696	14	2019	2019	NUM
framr-4143	696	15	)	)	PUNCT
framr-4143	696	16	.	.	PUNCT
framr-4143	697	1	industry	industry	NOUN
framr-4143	697	2	4.0	4.0	NUM
framr-4143	697	3	technologies	technology	NOUN
framr-4143	697	4	and	and	CCONJ
framr-4143	697	5	their	their	PRON
framr-4143	697	6	impact	impact	NOUN
framr-4143	697	7	on	on	ADP
framr-4143	697	8	business	business	NOUN
framr-4143	697	9	growth	growth	NOUN
framr-4143	697	10	and	and	CCONJ
framr-4143	697	11	supply	supply	NOUN
framr-4143	697	12	chains	chain	NOUN
framr-4143	697	13	:	:	PUNCT
framr-4143	697	14	exploring	explore	VERB
framr-4143	697	15	emerging	emerge	VERB
framr-4143	697	16	value	value	NOUN
framr-4143	697	17	-	-	PUNCT
framr-4143	697	18	generating	generate	VERB
framr-4143	697	19	methods	method	NOUN
framr-4143	697	20	.	.	PUNCT
framr-4143	698	1	international	international	ADJ
framr-4143	698	2	journal	journal	NOUN
framr-4143	698	3	of	of	ADP
framr-4143	698	4	advanced	advanced	ADJ
framr-4143	698	5	manufacturing	manufacturing	NOUN
framr-4143	698	6	technology	technology	NOUN
framr-4143	698	7	,	,	PUNCT
framr-4143	698	8	46(5	46(5	NOUN
framr-4143	698	9	)	)	PUNCT
framr-4143	698	10	,	,	PUNCT
framr-4143	698	11	10291045	10291045	NUM
framr-4143	698	12	.	.	PUNCT
framr-4143	699	1	https://doi.org/10.1007/s00170-019-03785-w	https://doi.org/10.1007/s00170-019-03785-w	NOUN
framr-4143	699	2	attaran	attaran	NOUN
framr-4143	699	3	,	,	PUNCT
framr-4143	699	4	m.	m.	NOUN
framr-4143	699	5	(	(	PUNCT
framr-4143	699	6	2020	2020	NUM
framr-4143	699	7	)	)	PUNCT
framr-4143	699	8	.	.	PUNCT
framr-4143	700	1	digital	digital	ADJ
framr-4143	700	2	technology	technology	NOUN
framr-4143	700	3	enablers	enabler	NOUN
framr-4143	700	4	and	and	CCONJ
framr-4143	700	5	their	their	PRON
framr-4143	700	6	implications	implication	NOUN
framr-4143	700	7	for	for	ADP
framr-4143	700	8	supply	supply	NOUN
framr-4143	700	9	chain	chain	NOUN
framr-4143	700	10	management	management	NOUN
framr-4143	700	11	.	.	PUNCT
framr-4143	701	1	supply	supply	NOUN
framr-4143	701	2	chain	chain	PROPN
framr-4143	701	3	forum	forum	PROPN
framr-4143	701	4	:	:	PUNCT
framr-4143	701	5	an	an	DET
framr-4143	701	6	international	international	ADJ
framr-4143	701	7	journal	journal	NOUN
framr-4143	701	8	,	,	PUNCT
framr-4143	701	9	21(3	21(3	NUM
framr-4143	701	10	)	)	PUNCT
framr-4143	701	11	,	,	PUNCT
framr-4143	701	12	158	158	NUM
framr-4143	701	13	-	-	SYM
framr-4143	701	14	172	172	NUM
framr-4143	701	15	.	.	PUNCT
framr-4143	702	1	https://doi.org/10.1080/16258312.2020.1751568	https://doi.org/10.1080/16258312.2020.1751568	PROPN
framr-4143	702	2	atzori	atzori	PROPN
framr-4143	702	3	,	,	PUNCT
framr-4143	702	4	l.	l.	PROPN
framr-4143	702	5	,	,	PUNCT
framr-4143	702	6	iera	iera	PROPN
framr-4143	702	7	,	,	PUNCT
framr-4143	702	8	a.	a.	NOUN
framr-4143	702	9	,	,	PUNCT
framr-4143	702	10	&	&	CCONJ
framr-4143	702	11	morabito	morabito	PROPN
framr-4143	702	12	,	,	PUNCT
framr-4143	702	13	g.	g.	PROPN
framr-4143	702	14	(	(	PUNCT
framr-4143	702	15	2010	2010	NUM
framr-4143	702	16	)	)	PUNCT
framr-4143	702	17	.	.	PUNCT
framr-4143	703	1	the	the	DET
framr-4143	703	2	internet	internet	NOUN
framr-4143	703	3	of	of	ADP
framr-4143	703	4	things	thing	NOUN
framr-4143	703	5	:	:	PUNCT
framr-4143	703	6	a	a	DET
framr-4143	703	7	survey	survey	NOUN
framr-4143	703	8	.	.	PUNCT
framr-4143	704	1	computer	computer	NOUN
framr-4143	704	2	networks	network	NOUN
framr-4143	704	3	,	,	PUNCT
framr-4143	704	4	54(15	54(15	PROPN
framr-4143	704	5	)	)	PUNCT
framr-4143	704	6	,	,	PUNCT
framr-4143	704	7	2787	2787	NUM
framr-4143	704	8	-	-	SYM
framr-4143	704	9	2805	2805	NUM
framr-4143	704	10	.	.	PUNCT
framr-4143	705	1	https://doi.org/10.1016/j.comnet.2010.05.010	https://doi.org/10.1016/j.comnet.2010.05.010	ADJ
framr-4143	705	2	baryannis	baryannis	NOUN
framr-4143	705	3	,	,	PUNCT
framr-4143	705	4	g.	g.	PROPN
framr-4143	705	5	,	,	PUNCT
framr-4143	705	6	validi	validi	NOUN
framr-4143	705	7	,	,	PUNCT
framr-4143	705	8	s.	s.	PROPN
framr-4143	705	9	,	,	PUNCT
framr-4143	705	10	&	&	CCONJ
framr-4143	705	11	nivolianitou	nivolianitou	PROPN
framr-4143	705	12	,	,	PUNCT
framr-4143	705	13	z.	z.	PROPN
framr-4143	705	14	(	(	PUNCT
framr-4143	705	15	2019	2019	NUM
framr-4143	705	16	)	)	PUNCT
framr-4143	705	17	.	.	PUNCT
framr-4143	706	1	predicting	predict	VERB
framr-4143	706	2	supply	supply	NOUN
framr-4143	706	3	chain	chain	NOUN
framr-4143	706	4	risks	risk	NOUN
framr-4143	706	5	using	use	VERB
framr-4143	706	6	artificial	artificial	ADJ
framr-4143	706	7	intelligence	intelligence	NOUN
framr-4143	706	8	:	:	PUNCT
framr-4143	706	9	a	a	DET
framr-4143	706	10	review	review	NOUN
framr-4143	706	11	.	.	PUNCT
framr-4143	707	1	computers	computer	NOUN
framr-4143	707	2	&	&	CCONJ
framr-4143	707	3	industrial	industrial	ADJ
framr-4143	707	4	engineering	engineering	NOUN
framr-4143	707	5	,	,	PUNCT
framr-4143	707	6	127	127	NUM
framr-4143	707	7	,	,	PUNCT
framr-4143	707	8	563	563	NUM
framr-4143	707	9	-	-	SYM
framr-4143	707	10	574	574	NUM
framr-4143	707	11	.	.	PUNCT
framr-4143	708	1	https://doi.org/10.1016/j.cie.2018.11.012	https://doi.org/10.1016/j.cie.2018.11.012	NOUN
framr-4143	708	2	bayramova	bayramova	PROPN
framr-4143	708	3	,	,	PUNCT
framr-4143	708	4	a.	a.	PROPN
framr-4143	708	5	,	,	PUNCT
framr-4143	708	6	edwards	edwards	PROPN
framr-4143	708	7	,	,	PUNCT
framr-4143	708	8	d.	d.	PROPN
framr-4143	708	9	j.	j.	PROPN
framr-4143	708	10	,	,	PUNCT
framr-4143	708	11	&	&	CCONJ
framr-4143	708	12	roberts	roberts	PROPN
framr-4143	708	13	,	,	PUNCT
framr-4143	708	14	c.	c.	PROPN
framr-4143	708	15	(	(	PUNCT
framr-4143	708	16	2021	2021	NUM
framr-4143	708	17	)	)	PUNCT
framr-4143	708	18	.	.	PUNCT
framr-4143	709	1	the	the	DET
framr-4143	709	2	role	role	NOUN
framr-4143	709	3	of	of	ADP
framr-4143	709	4	blockchain	blockchain	PROPN
framr-4143	709	5	technology	technology	PROPN
framr-4143	709	6	in	in	ADP
framr-4143	709	7	augmenting	augment	VERB
framr-4143	709	8	supply	supply	NOUN
framr-4143	709	9	chain	chain	NOUN
framr-4143	709	10	resilience	resilience	NOUN
framr-4143	709	11	to	to	ADP
framr-4143	709	12	cybercrime	cybercrime	NOUN
framr-4143	709	13	.	.	PUNCT
framr-4143	710	1	buildings	building	NOUN
framr-4143	710	2	,	,	PUNCT
framr-4143	710	3	11(7	11(7	NUM
framr-4143	710	4	)	)	PUNCT
framr-4143	710	5	,	,	PUNCT
framr-4143	710	6	283	283	NUM
framr-4143	710	7	.	.	PUNCT
framr-4143	711	1	https://doi.org/10.3390/buildings11070283	https://doi.org/10.3390/buildings11070283	PROPN
framr-4143	711	2	bechtsis	bechtsis	PROPN
framr-4143	711	3	,	,	PUNCT
framr-4143	711	4	d.	d.	PROPN
framr-4143	711	5	,	,	PUNCT
framr-4143	711	6	tsolakis	tsolaki	NOUN
framr-4143	711	7	,	,	PUNCT
framr-4143	711	8	n.	n.	NOUN
framr-4143	711	9	,	,	PUNCT
framr-4143	711	10	vlachos	vlachos	PROPN
framr-4143	711	11	,	,	PUNCT
framr-4143	711	12	d.	d.	PROPN
framr-4143	711	13	,	,	PUNCT
framr-4143	711	14	&	&	CCONJ
framr-4143	711	15	iakovou	iakovou	PROPN
framr-4143	711	16	,	,	PUNCT
framr-4143	711	17	e.	e.	PROPN
framr-4143	711	18	(	(	PUNCT
framr-4143	711	19	2017	2017	NUM
framr-4143	711	20	)	)	PUNCT
framr-4143	711	21	.	.	PUNCT
framr-4143	712	1	sustainable	sustainable	ADJ
framr-4143	712	2	supply	supply	NOUN
framr-4143	712	3	chain	chain	NOUN
framr-4143	712	4	management	management	NOUN
framr-4143	712	5	in	in	ADP
framr-4143	712	6	the	the	DET
framr-4143	712	7	digitalisation	digitalisation	NOUN
framr-4143	712	8	era	era	NOUN
framr-4143	712	9	:	:	PUNCT
framr-4143	712	10	the	the	DET
framr-4143	712	11	impact	impact	NOUN
framr-4143	712	12	of	of	ADP
framr-4143	712	13	automated	automate	VERB
framr-4143	712	14	guided	guide	VERB
framr-4143	712	15	vehicles	vehicle	NOUN
framr-4143	712	16	.	.	PUNCT
framr-4143	713	1	journal	journal	NOUN
framr-4143	713	2	of	of	ADP
framr-4143	713	3	cleaner	clean	ADJ
framr-4143	713	4	production	production	NOUN
framr-4143	713	5	,	,	PUNCT
framr-4143	713	6	142	142	NUM
framr-4143	713	7	,	,	PUNCT
framr-4143	713	8	3970	3970	NUM
framr-4143	713	9	-	-	SYM
framr-4143	713	10	3984	3984	NUM
framr-4143	713	11	.	.	PUNCT
framr-4143	714	1	https://doi.org/10.1016/j.jclepro.2016.10.057	https://doi.org/10.1016/j.jclepro.2016.10.057	NOUN
framr-4143	714	2	bigliardi	bigliardi	PROPN
framr-4143	714	3	,	,	PUNCT
framr-4143	714	4	b.	b.	PROPN
framr-4143	714	5	,	,	PUNCT
framr-4143	714	6	filippelli	filippelli	PROPN
framr-4143	714	7	,	,	PUNCT
framr-4143	714	8	s.	s.	PROPN
framr-4143	714	9	,	,	PUNCT
framr-4143	714	10	petroni	petroni	NOUN
framr-4143	714	11	,	,	PUNCT
framr-4143	714	12	a.	a.	NOUN
framr-4143	714	13	,	,	PUNCT
framr-4143	714	14	&	&	CCONJ
framr-4143	714	15	tagliente	tagliente	PROPN
framr-4143	714	16	,	,	PUNCT
framr-4143	714	17	l.	l.	PROPN
framr-4143	714	18	(	(	PUNCT
framr-4143	714	19	2022	2022	NUM
framr-4143	714	20	)	)	PUNCT
framr-4143	714	21	.	.	PUNCT
framr-4143	715	1	the	the	DET
framr-4143	715	2	digitalization	digitalization	NOUN
framr-4143	715	3	of	of	ADP
framr-4143	715	4	supply	supply	NOUN
framr-4143	715	5	chain	chain	NOUN
framr-4143	715	6	:	:	PUNCT
framr-4143	715	7	a	a	DET
framr-4143	715	8	review	review	NOUN
framr-4143	715	9	.	.	PUNCT
framr-4143	716	1	procedia	procedia	PROPN
framr-4143	716	2	computer	computer	NOUN
framr-4143	716	3	science	science	NOUN
framr-4143	716	4	,	,	PUNCT
framr-4143	716	5	200	200	NUM
framr-4143	716	6	,	,	PUNCT
framr-4143	716	7	1806	1806	NUM
framr-4143	716	8	-	-	SYM
framr-4143	716	9	1815	1815	NUM
framr-4143	716	10	.	.	PUNCT
framr-4143	717	1	birkel	birkel	NOUN
framr-4143	717	2	,	,	PUNCT
framr-4143	717	3	h.	h.	PROPN
framr-4143	717	4	,	,	PUNCT
framr-4143	717	5	&	&	CCONJ
framr-4143	717	6	müller	müller	PROPN
framr-4143	717	7	,	,	PUNCT
framr-4143	717	8	j.	j.	PROPN
framr-4143	717	9	m.	m.	PROPN
framr-4143	717	10	(	(	PUNCT
framr-4143	717	11	2021	2021	NUM
framr-4143	717	12	)	)	PUNCT
framr-4143	717	13	.	.	PUNCT
framr-4143	718	1	potentials	potential	NOUN
framr-4143	718	2	of	of	ADP
framr-4143	718	3	industry	industry	NOUN
framr-4143	718	4	4.0	4.0	NUM
framr-4143	718	5	for	for	ADP
framr-4143	718	6	supply	supply	NOUN
framr-4143	718	7	chain	chain	NOUN
framr-4143	718	8	management	management	NOUN
framr-4143	718	9	within	within	ADP
framr-4143	718	10	the	the	DET
framr-4143	718	11	triple	triple	ADJ
framr-4143	718	12	bottom	bottom	ADJ
framr-4143	718	13	line	line	NOUN
framr-4143	718	14	of	of	ADP
framr-4143	718	15	sustainability	sustainability	NOUN
framr-4143	718	16	–	–	PUNCT
framr-4143	718	17	a	a	DET
framr-4143	718	18	systematic	systematic	ADJ
framr-4143	718	19	literature	literature	NOUN
framr-4143	718	20	review	review	PROPN
framr-4143	718	21	.	.	PUNCT
framr-4143	719	1	journal	journal	PROPN
framr-4143	719	2	of	of	ADP
framr-4143	719	3	cleaner	clean	ADJ
framr-4143	719	4	production	production	NOUN
framr-4143	719	5	,	,	PUNCT
framr-4143	719	6	289	289	NUM
framr-4143	719	7	,	,	PUNCT
framr-4143	719	8	125612	125612	NUM
framr-4143	719	9	.	.	PUNCT
framr-4143	720	1	https://doi.org/10.1016/j.jclepro.2020.125612	https://doi.org/10.1016/j.jclepro.2020.125612	PROPN
framr-4143	720	2	bmw	bmw	PROPN
framr-4143	720	3	.	.	PUNCT
framr-4143	720	4	(	(	PUNCT
framr-4143	720	5	2020	2020	NUM
framr-4143	720	6	)	)	PUNCT
framr-4143	720	7	.	.	PUNCT
framr-4143	721	1	leveraging	leverage	VERB
framr-4143	721	2	iot	iot	NOUN
framr-4143	721	3	for	for	ADP
framr-4143	721	4	real	real	ADJ
framr-4143	721	5	-	-	PUNCT
framr-4143	721	6	time	time	NOUN
framr-4143	721	7	supply	supply	NOUN
framr-4143	721	8	chain	chain	NOUN
framr-4143	721	9	visibility	visibility	NOUN
framr-4143	721	10	.	.	PUNCT
framr-4143	722	1	retrieved	retrieve	VERB
framr-4143	722	2	from	from	ADP
framr-4143	722	3	https://www.bmw.com	https://www.bmw.com	PROPN
framr-4143	722	4	.	.	PUNCT
framr-4143	723	1	[	[	X
framr-4143	723	2	accessed	access	VERB
framr-4143	723	3	3	3	NUM
framr-4143	723	4	october	october	NOUN
framr-4143	723	5	2024	2024	NUM
framr-4143	723	6	]	]	PUNCT
framr-4143	723	7	boston	boston	PROPN
framr-4143	723	8	consulting	consulting	PROPN
framr-4143	723	9	group	group	NOUN
framr-4143	723	10	.	.	PUNCT
framr-4143	724	1	(	(	PUNCT
framr-4143	724	2	2020	2020	NUM
framr-4143	724	3	)	)	PUNCT
framr-4143	724	4	.	.	PUNCT
framr-4143	725	1	the	the	DET
framr-4143	725	2	future	future	NOUN
framr-4143	725	3	of	of	ADP
framr-4143	725	4	collaborative	collaborative	ADJ
framr-4143	725	5	robots	robot	NOUN
framr-4143	725	6	in	in	ADP
framr-4143	725	7	supply	supply	NOUN
framr-4143	725	8	chains	chain	NOUN
framr-4143	725	9	.	.	PUNCT
framr-4143	725	10	retrieved	retrieve	VERB
framr-4143	725	11	from	from	ADP
framr-4143	725	12	https://www.bcg.com	https://www.bcg.com	PROPN
framr-4143	725	13	.	.	PUNCT
framr-4143	726	1	[	[	X
framr-4143	726	2	accessed	access	VERB
framr-4143	726	3	3	3	NUM
framr-4143	726	4	october	october	NOUN
framr-4143	726	5	2024	2024	NUM
framr-4143	726	6	]	]	PUNCT
framr-4143	726	7	capgemini	capgemini	PROPN
framr-4143	726	8	.	.	PROPN
framr-4143	727	1	(	(	PUNCT
framr-4143	727	2	2021	2021	NUM
framr-4143	727	3	)	)	PUNCT
framr-4143	727	4	.	.	PUNCT
framr-4143	728	1	iot	iot	PROPN
framr-4143	728	2	and	and	CCONJ
framr-4143	728	3	automation	automation	NOUN
framr-4143	728	4	in	in	ADP
framr-4143	728	5	supply	supply	NOUN
framr-4143	728	6	chain	chain	NOUN
framr-4143	728	7	optimization	optimization	NOUN
framr-4143	728	8	.	.	PUNCT
framr-4143	729	1	retrieved	retrieve	VERB
framr-4143	729	2	from	from	ADP
framr-4143	729	3	https://www.capgemini.com	https://www.capgemini.com	PRON
framr-4143	729	4	.	.	PUNCT
framr-4143	730	1	[	[	X
framr-4143	730	2	accessed	access	VERB
framr-4143	730	3	3	3	NUM
framr-4143	730	4	october	october	NOUN
framr-4143	730	5	2024	2024	NUM
framr-4143	730	6	]	]	PUNCT
framr-4143	730	7	capgemini	capgemini	PROPN
framr-4143	730	8	research	research	PROPN
framr-4143	730	9	institute	institute	PROPN
framr-4143	730	10	.	.	PUNCT
framr-4143	731	1	(	(	PUNCT
framr-4143	731	2	2020	2020	NUM
framr-4143	731	3	)	)	PUNCT
framr-4143	731	4	.	.	PUNCT
framr-4143	732	1	ai	ai	VERB
framr-4143	732	2	in	in	ADP
framr-4143	732	3	logistics	logistic	NOUN
framr-4143	732	4	:	:	PUNCT
framr-4143	732	5	driving	drive	VERB
framr-4143	732	6	route	route	NOUN
framr-4143	732	7	optimization	optimization	NOUN
framr-4143	732	8	and	and	CCONJ
framr-4143	732	9	efficiency	efficiency	NOUN
framr-4143	732	10	.	.	PUNCT
framr-4143	733	1	retrieved	retrieve	VERB
framr-4143	733	2	from	from	ADP
framr-4143	733	3	https://www.capgemini.com/research	https://www.capgemini.com/research	PROPN
framr-4143	733	4	.	.	PUNCT
framr-4143	734	1	[	[	X
framr-4143	734	2	accessed	access	VERB
framr-4143	734	3	3	3	NUM
framr-4143	734	4	october	october	NOUN
framr-4143	734	5	2024	2024	NUM
framr-4143	734	6	]	]	PUNCT
framr-4143	734	7	carrefour	carrefour	NOUN
framr-4143	734	8	.	.	PUNCT
framr-4143	734	9	(	(	PUNCT
framr-4143	734	10	2020	2020	NUM
framr-4143	734	11	)	)	PUNCT
framr-4143	734	12	.	.	PUNCT
framr-4143	735	1	rfid	rfid	VERB
framr-4143	735	2	in	in	ADP
framr-4143	735	3	inventory	inventory	NOUN
framr-4143	735	4	management	management	NOUN
framr-4143	735	5	:	:	PUNCT
framr-4143	735	6	automating	automate	VERB
framr-4143	735	7	stock	stock	NOUN
framr-4143	735	8	counts	count	NOUN
framr-4143	735	9	for	for	ADP
framr-4143	735	10	greater	great	ADJ
framr-4143	735	11	accuracy	accuracy	NOUN
framr-4143	735	12	.	.	PUNCT
framr-4143	736	1	retrieved	retrieve	VERB
framr-4143	736	2	from	from	ADP
framr-4143	736	3	https://www.carrefour.com	https://www.carrefour.com	X
framr-4143	736	4	.	.	PUNCT
framr-4143	737	1	[	[	X
framr-4143	737	2	accessed	access	VERB
framr-4143	737	3	3	3	NUM
framr-4143	737	4	october	october	NOUN
framr-4143	737	5	2024	2024	NUM
framr-4143	737	6	]	]	PUNCT
framr-4143	737	7	caserio	caserio	PROPN
framr-4143	737	8	,	,	PUNCT
framr-4143	737	9	c.	c.	PROPN
framr-4143	737	10	,	,	PUNCT
framr-4143	737	11	&	&	CCONJ
framr-4143	737	12	trucco	trucco	PROPN
framr-4143	737	13	,	,	PUNCT
framr-4143	737	14	s.	s.	PROPN
framr-4143	737	15	(	(	PUNCT
framr-4143	737	16	2018	2018	NUM
framr-4143	737	17	)	)	PUNCT
framr-4143	737	18	.	.	PUNCT
framr-4143	738	1	enterprise	enterprise	NOUN
framr-4143	738	2	resource	resource	NOUN
framr-4143	738	3	planning	planning	NOUN
framr-4143	738	4	and	and	CCONJ
framr-4143	738	5	business	business	NOUN
framr-4143	738	6	intelligence	intelligence	NOUN
framr-4143	738	7	systems	system	NOUN
framr-4143	738	8	for	for	ADP
framr-4143	738	9	information	information	NOUN
framr-4143	738	10	quality	quality	NOUN
framr-4143	738	11	.	.	PUNCT
framr-4143	739	1	in	in	ADP
framr-4143	739	2	(	(	PUNCT
framr-4143	739	3	pp	pp	ADJ
framr-4143	739	4	.	.	NOUN
framr-4143	739	5	21	21	NUM
framr-4143	739	6	)	)	PUNCT
framr-4143	739	7	.	.	PUNCT
framr-4143	740	1	cham	cham	PROPN
framr-4143	740	2	,	,	PUNCT
framr-4143	740	3	switzerland	switzerland	PROPN
framr-4143	740	4	:	:	PUNCT
framr-4143	740	5	springer	springer	NOUN
framr-4143	740	6	.	.	PUNCT
framr-4143	741	1	chakraborty	chakraborty	PROPN
framr-4143	741	2	,	,	PUNCT
framr-4143	741	3	a.	a.	PROPN
framr-4143	741	4	,	,	PUNCT
framr-4143	741	5	choudhury	choudhury	PROPN
framr-4143	741	6	,	,	PUNCT
framr-4143	741	7	p.	p.	PROPN
framr-4143	741	8	k.	k.	PROPN
framr-4143	741	9	,	,	PUNCT
framr-4143	741	10	&	&	CCONJ
framr-4143	741	11	tiwari	tiwari	PROPN
framr-4143	741	12	,	,	PUNCT
framr-4143	741	13	m.	m.	PROPN
framr-4143	741	14	k.	k.	PROPN
framr-4143	741	15	(	(	PUNCT
framr-4143	741	16	2020	2020	NUM
framr-4143	741	17	)	)	PUNCT
framr-4143	741	18	.	.	PUNCT
framr-4143	742	1	predicting	predict	VERB
framr-4143	742	2	fashion	fashion	NOUN
framr-4143	742	3	trends	trend	NOUN
framr-4143	742	4	with	with	ADP
framr-4143	742	5	machine	machine	NOUN
framr-4143	742	6	learning	learning	NOUN
framr-4143	742	7	:	:	PUNCT
framr-4143	742	8	a	a	DET
framr-4143	742	9	logistic	logistic	ADJ
framr-4143	742	10	regression	regression	NOUN
framr-4143	742	11	approach	approach	NOUN
framr-4143	742	12	.	.	PUNCT
framr-4143	743	1	journal	journal	NOUN
framr-4143	743	2	of	of	ADP
framr-4143	743	3	fashion	fashion	NOUN
framr-4143	743	4	technology	technology	NOUN
framr-4143	743	5	&	&	CCONJ
framr-4143	743	6	textile	textile	PROPN
framr-4143	743	7	engineering	engineering	NOUN
framr-4143	743	8	,	,	PUNCT
framr-4143	743	9	8(2	8(2	NUM
framr-4143	743	10	)	)	PUNCT
framr-4143	743	11	,	,	PUNCT
framr-4143	743	12	130	130	NUM
framr-4143	743	13	-	-	SYM
framr-4143	743	14	139	139	NUM
framr-4143	743	15	.	.	PUNCT
framr-4143	744	1	https://doi.org/10.4172/23299568.1000191	https://doi.org/10.4172/23299568.1000191	PROPN
framr-4143	744	2	chatterjee	chatterjee	PROPN
framr-4143	744	3	,	,	PUNCT
framr-4143	744	4	s.	s.	PROPN
framr-4143	744	5	,	,	PUNCT
framr-4143	744	6	chaudhuri	chaudhuri	PROPN
framr-4143	744	7	,	,	PUNCT
framr-4143	744	8	r.	r.	PROPN
framr-4143	744	9	,	,	PUNCT
framr-4143	744	10	&	&	CCONJ
framr-4143	744	11	vrontis	vrontis	PROPN
framr-4143	744	12	,	,	PUNCT
framr-4143	744	13	d.	d.	PROPN
framr-4143	744	14	(	(	PUNCT
framr-4143	744	15	2024	2024	NUM
framr-4143	744	16	)	)	PUNCT
framr-4143	744	17	.	.	PUNCT
framr-4143	745	1	examining	examine	VERB
framr-4143	745	2	the	the	DET
framr-4143	745	3	impact	impact	NOUN
framr-4143	745	4	of	of	ADP
framr-4143	745	5	adoption	adoption	NOUN
framr-4143	745	6	of	of	ADP
framr-4143	745	7	emerging	emerge	VERB
framr-4143	745	8	technology	technology	NOUN
framr-4143	745	9	and	and	CCONJ
framr-4143	745	10	supply	supply	NOUN
framr-4143	745	11	chain	chain	NOUN
framr-4143	745	12	resilience	resilience	NOUN
framr-4143	745	13	on	on	ADP
framr-4143	745	14	firm	firm	ADJ
framr-4143	745	15	performance	performance	NOUN
framr-4143	745	16	:	:	PUNCT
framr-4143	745	17	moderating	moderate	VERB
framr-4143	745	18	role	role	NOUN
framr-4143	745	19	of	of	ADP
framr-4143	745	20	absorptive	absorptive	ADJ
framr-4143	745	21	capacity	capacity	NOUN
framr-4143	745	22	and	and	CCONJ
framr-4143	745	23	leadership	leadership	NOUN
framr-4143	745	24	support	support	NOUN
framr-4143	745	25	.	.	PUNCT
framr-4143	746	1	ieee	ieee	NOUN
framr-4143	746	2	transactions	transaction	NOUN
framr-4143	746	3	on	on	ADP
framr-4143	746	4	engineering	engineering	NOUN
framr-4143	746	5	management	management	NOUN
framr-4143	746	6	,	,	PUNCT
framr-4143	746	7	7	7	NUM
framr-4143	746	8	,	,	PUNCT
framr-4143	746	9	10373	10373	NUM
framr-4143	746	10	-	-	SYM
framr-4143	746	11	10386	10386	NUM
framr-4143	746	12	.	.	PUNCT
framr-4143	747	1	https://doi.org/10.1109/tem.2021.3134188	https://doi.org/10.1109/tem.2021.3134188	ADJ
framr-4143	747	2	choi	choi	NOUN
framr-4143	747	3	,	,	PUNCT
framr-4143	747	4	t.	t.	PROPN
framr-4143	747	5	y.	y.	PROPN
framr-4143	747	6	,	,	PUNCT
framr-4143	747	7	rogers	rogers	PROPN
framr-4143	747	8	,	,	PUNCT
framr-4143	747	9	d.	d.	PROPN
framr-4143	747	10	s.	s.	PROPN
framr-4143	747	11	,	,	PUNCT
framr-4143	747	12	&	&	CCONJ
framr-4143	747	13	vakil	vakil	PROPN
framr-4143	747	14	,	,	PUNCT
framr-4143	747	15	b.	b.	PROPN
framr-4143	747	16	(	(	PUNCT
framr-4143	747	17	2018	2018	NUM
framr-4143	747	18	)	)	PUNCT
framr-4143	747	19	.	.	PUNCT
framr-4143	748	1	rfid	rfid	VERB
framr-4143	748	2	in	in	ADP
framr-4143	748	3	supply	supply	NOUN
framr-4143	748	4	chain	chain	NOUN
framr-4143	748	5	management	management	NOUN
framr-4143	748	6	:	:	PUNCT
framr-4143	748	7	a	a	DET
framr-4143	748	8	review	review	NOUN
framr-4143	748	9	and	and	CCONJ
framr-4143	748	10	future	future	ADJ
framr-4143	748	11	directions	direction	NOUN
framr-4143	748	12	.	.	PUNCT
framr-4143	749	1	international	international	ADJ
framr-4143	749	2	journal	journal	PROPN
framr-4143	749	3	of	of	ADP
framr-4143	749	4	operations	operation	NOUN
framr-4143	749	5	&	&	CCONJ
framr-4143	749	6	production	production	NOUN
framr-4143	749	7	management	management	NOUN
framr-4143	749	8	,	,	PUNCT
framr-4143	749	9	38(2	38(2	NOUN
framr-4143	749	10	)	)	PUNCT
framr-4143	749	11	,	,	PUNCT
framr-4143	749	12	409	409	NUM
framr-4143	749	13	-	-	SYM
framr-4143	749	14	436	436	NUM
framr-4143	749	15	.	.	PUNCT
framr-4143	750	1	https://doi.org/10.1108/ijopm-11-2016-0502	https://doi.org/10.1108/ijopm-11-2016-0502	PROPN
framr-4143	750	2	coca	coca	PROPN
framr-4143	750	3	-	-	PUNCT
framr-4143	750	4	cola	cola	PROPN
framr-4143	750	5	.	.	PUNCT
framr-4143	751	1	(	(	PUNCT
framr-4143	751	2	2020	2020	NUM
framr-4143	751	3	)	)	PUNCT
framr-4143	751	4	.	.	PUNCT
framr-4143	752	1	blockchain	blockchain	PROPN
framr-4143	752	2	and	and	CCONJ
framr-4143	752	3	sustainability	sustainability	NOUN
framr-4143	752	4	in	in	ADP
framr-4143	752	5	the	the	DET
framr-4143	752	6	circular	circular	ADJ
framr-4143	752	7	economy	economy	NOUN
framr-4143	752	8	.	.	PUNCT
framr-4143	753	1	retrieved	retrieve	VERB
framr-4143	753	2	from	from	ADP
framr-4143	753	3	https://www.coca-cola.com	https://www.coca-cola.com	X
framr-4143	753	4	https://www.amazon.com/	https://www.amazon.com/	NOUN
framr-4143	753	5	https://doi.org/10.1007/s00170-019-03785-w	https://doi.org/10.1007/s00170-019-03785-w	NOUN
framr-4143	753	6	https://doi.org/10.1080/16258312.2020.1751568	https://doi.org/10.1080/16258312.2020.1751568	PROPN
framr-4143	754	1	https://doi.org/10.1016/j.comnet.2010.05.010	https://doi.org/10.1016/j.comnet.2010.05.010	ADJ
framr-4143	754	2	https://doi.org/10.1016/j.cie.2018.11.012	https://doi.org/10.1016/j.cie.2018.11.012	NOUN
framr-4143	754	3	https://doi.org/10.3390/buildings11070283	https://doi.org/10.3390/buildings11070283	VERB
framr-4143	754	4	https://doi.org/10.1016/j.jclepro.2016.10.057	https://doi.org/10.1016/j.jclepro.2016.10.057	PROPN
framr-4143	754	5	https://doi.org/10.1016/j.jclepro.2020.125612	https://doi.org/10.1016/j.jclepro.2020.125612	PROPN
framr-4143	754	6	https://www.bmw.com/	https://www.bmw.com/	PROPN
framr-4143	754	7	https://www.bcg.com/	https://www.bcg.com/	PROPN
framr-4143	754	8	https://www.capgemini.com/	https://www.capgemini.com/	NOUN
framr-4143	754	9	https://www.capgemini.com/research	https://www.capgemini.com/research	PROPN
framr-4143	754	10	https://www.carrefour.com/	https://www.carrefour.com/	NOUN
framr-4143	754	11	https://doi.org/10.4172/2329-9568.1000191	https://doi.org/10.4172/2329-9568.1000191	PROPN
framr-4143	754	12	https://doi.org/10.4172/2329-9568.1000191	https://doi.org/10.4172/2329-9568.1000191	PROPN
framr-4143	755	1	https://doi.org/10.1109/tem.2021.3134188	https://doi.org/10.1109/tem.2021.3134188	VERB
framr-4143	755	2	https://doi.org/10.1108/ijopm-11-2016-0502	https://doi.org/10.1108/ijopm-11-2016-0502	PROPN
framr-4143	755	3	https://www.coca-cola.com/	https://www.coca-cola.com/	ADJ
framr-4143	755	4	financial	financial	ADJ
framr-4143	755	5	risk	risk	NOUN
framr-4143	755	6	and	and	CCONJ
framr-4143	755	7	management	management	NOUN
framr-4143	755	8	reviews	review	NOUN
framr-4143	755	9	,	,	PUNCT
framr-4143	755	10	2025	2025	NUM
framr-4143	755	11	,	,	PUNCT
framr-4143	755	12	11(1	11(1	NUM
framr-4143	755	13	):	):	PUNCT
framr-4143	755	14	72	72	NUM
framr-4143	755	15	-	-	SYM
framr-4143	755	16	102	102	NUM
framr-4143	755	17	97	97	NUM
framr-4143	755	18	©	©	PROPN
framr-4143	755	19	2025	2025	NUM
framr-4143	755	20	conscientia	conscientia	PROPN
framr-4143	755	21	beam	beam	PROPN
framr-4143	755	22	.	.	PUNCT
framr-4143	756	1	all	all	DET
framr-4143	756	2	rights	right	NOUN
framr-4143	756	3	reserved	reserve	VERB
framr-4143	756	4	.	.	PUNCT
framr-4143	757	1	coker	coker	NOUN
framr-4143	757	2	,	,	PUNCT
framr-4143	757	3	j.	j.	PROPN
framr-4143	757	4	o.	o.	PROPN
framr-4143	757	5	,	,	PUNCT
framr-4143	757	6	uzougbo	uzougbo	PROPN
framr-4143	757	7	,	,	PUNCT
framr-4143	757	8	n.	n.	PROPN
framr-4143	757	9	s.	s.	PROPN
framr-4143	757	10	,	,	PUNCT
framr-4143	757	11	oguejiofor	oguejiofor	PROPN
framr-4143	757	12	,	,	PUNCT
framr-4143	757	13	b.	b.	PROPN
framr-4143	757	14	b.	b.	PROPN
framr-4143	757	15	,	,	PUNCT
framr-4143	757	16	&	&	CCONJ
framr-4143	757	17	akagha	akagha	PROPN
framr-4143	757	18	,	,	PUNCT
framr-4143	757	19	o.	o.	PROPN
framr-4143	757	20	v.	v.	PROPN
framr-4143	757	21	(	(	PUNCT
framr-4143	757	22	2023	2023	NUM
framr-4143	757	23	)	)	PUNCT
framr-4143	757	24	.	.	PUNCT
framr-4143	758	1	the	the	DET
framr-4143	758	2	role	role	NOUN
framr-4143	758	3	of	of	ADP
framr-4143	758	4	legal	legal	ADJ
framr-4143	758	5	practitioners	practitioner	NOUN
framr-4143	758	6	in	in	ADP
framr-4143	758	7	mitigating	mitigate	VERB
framr-4143	758	8	corporate	corporate	ADJ
framr-4143	758	9	risks	risk	NOUN
framr-4143	758	10	in	in	ADP
framr-4143	758	11	nigeria	nigeria	PROPN
framr-4143	758	12	:	:	PUNCT
framr-4143	758	13	a	a	DET
framr-4143	758	14	comprehensive	comprehensive	ADJ
framr-4143	758	15	review	review	NOUN
framr-4143	758	16	of	of	ADP
framr-4143	758	17	existing	exist	VERB
framr-4143	758	18	literature	literature	NOUN
framr-4143	758	19	on	on	ADP
framr-4143	758	20	the	the	DET
framr-4143	758	21	strategies	strategy	NOUN
framr-4143	758	22	and	and	CCONJ
framr-4143	758	23	approaches	approach	NOUN
framr-4143	758	24	adopted	adopt	VERB
framr-4143	758	25	by	by	ADP
framr-4143	758	26	legal	legal	ADJ
framr-4143	758	27	practitioners	practitioner	NOUN
framr-4143	758	28	in	in	ADP
framr-4143	758	29	nigeria	nigeria	PROPN
framr-4143	758	30	to	to	PART
framr-4143	758	31	mitigate	mitigate	VERB
framr-4143	758	32	corporate	corporate	ADJ
framr-4143	758	33	risks	risk	NOUN
framr-4143	758	34	.	.	PUNCT
framr-4143	759	1	finance	finance	NOUN
framr-4143	759	2	&	&	CCONJ
framr-4143	759	3	accounting	accounting	PROPN
framr-4143	759	4	research	research	PROPN
framr-4143	759	5	journal	journal	NOUN
framr-4143	759	6	,	,	PUNCT
framr-4143	759	7	5(10	5(10	NUM
framr-4143	759	8	)	)	PUNCT
framr-4143	759	9	,	,	PUNCT
framr-4143	759	10	309	309	NUM
framr-4143	759	11	-	-	SYM
framr-4143	759	12	332	332	NUM
framr-4143	759	13	.	.	PUNCT
framr-4143	760	1	crosby	crosby	PROPN
framr-4143	760	2	,	,	PUNCT
framr-4143	760	3	m.	m.	NOUN
framr-4143	760	4	,	,	PUNCT
framr-4143	760	5	pattanayak	pattanayak	NOUN
framr-4143	760	6	,	,	PUNCT
framr-4143	760	7	p.	p.	NOUN
framr-4143	760	8	,	,	PUNCT
framr-4143	760	9	verma	verma	PROPN
framr-4143	760	10	,	,	PUNCT
framr-4143	760	11	s.	s.	PROPN
framr-4143	760	12	,	,	PUNCT
framr-4143	760	13	&	&	CCONJ
framr-4143	760	14	kalyanaraman	kalyanaraman	PROPN
framr-4143	760	15	,	,	PUNCT
framr-4143	760	16	v.	v.	PROPN
framr-4143	760	17	(	(	PUNCT
framr-4143	760	18	2016	2016	NUM
framr-4143	760	19	)	)	PUNCT
framr-4143	760	20	.	.	PUNCT
framr-4143	761	1	blockchain	blockchain	PROPN
framr-4143	761	2	technology	technology	PROPN
framr-4143	761	3	:	:	PUNCT
framr-4143	761	4	beyond	beyond	ADP
framr-4143	761	5	bitcoin	bitcoin	NOUN
framr-4143	761	6	.	.	PUNCT
framr-4143	762	1	applied	apply	VERB
framr-4143	762	2	innovation	innovation	NOUN
framr-4143	762	3	review	review	NOUN
framr-4143	762	4	,	,	PUNCT
framr-4143	762	5	2(6	2(6	NUM
framr-4143	762	6	)	)	PUNCT
framr-4143	762	7	,	,	PUNCT
framr-4143	762	8	6	6	NUM
framr-4143	762	9	-	-	SYM
framr-4143	762	10	10	10	NUM
framr-4143	762	11	.	.	PUNCT
framr-4143	763	1	davenport	davenport	PROPN
framr-4143	763	2	,	,	PUNCT
framr-4143	763	3	t.	t.	PROPN
framr-4143	763	4	h.	h.	PROPN
framr-4143	763	5	,	,	PUNCT
framr-4143	763	6	&	&	CCONJ
framr-4143	763	7	harris	harris	PROPN
framr-4143	763	8	,	,	PUNCT
framr-4143	763	9	j.	j.	PROPN
framr-4143	763	10	g.	g.	PROPN
framr-4143	763	11	(	(	PUNCT
framr-4143	763	12	2017	2017	NUM
framr-4143	763	13	)	)	PUNCT
framr-4143	763	14	.	.	PUNCT
framr-4143	764	1	competing	compete	VERB
framr-4143	764	2	on	on	ADP
framr-4143	764	3	analytics	analytic	NOUN
framr-4143	764	4	:	:	PUNCT
framr-4143	764	5	the	the	DET
framr-4143	764	6	new	new	ADJ
framr-4143	764	7	science	science	NOUN
framr-4143	764	8	of	of	ADP
framr-4143	764	9	winning	win	VERB
framr-4143	764	10	.	.	PUNCT
framr-4143	765	1	boston	boston	PROPN
framr-4143	765	2	,	,	PUNCT
framr-4143	765	3	ma	ma	PROPN
framr-4143	765	4	:	:	PUNCT
framr-4143	765	5	harvard	harvard	PROPN
framr-4143	765	6	business	business	PROPN
framr-4143	765	7	press	press	PROPN
framr-4143	765	8	.	.	PUNCT
framr-4143	766	1	de	de	X
framr-4143	766	2	beers	beer	NOUN
framr-4143	766	3	.	.	PUNCT
framr-4143	767	1	(	(	PUNCT
framr-4143	767	2	2020	2020	NUM
framr-4143	767	3	)	)	PUNCT
framr-4143	767	4	.	.	PUNCT
framr-4143	768	1	tracr	tracr	NOUN
framr-4143	768	2	:	:	PUNCT
framr-4143	768	3	transforming	transform	VERB
framr-4143	768	4	the	the	DET
framr-4143	768	5	diamond	diamond	NOUN
framr-4143	768	6	industry	industry	NOUN
framr-4143	768	7	with	with	ADP
framr-4143	768	8	blockchain	blockchain	PROPN
framr-4143	768	9	.	.	PUNCT
framr-4143	769	1	retrieved	retrieve	VERB
framr-4143	769	2	from	from	ADP
framr-4143	769	3	https://www.debeersgroup.com	https://www.debeersgroup.com	PROPN
framr-4143	769	4	.	.	PUNCT
framr-4143	770	1	[	[	X
framr-4143	770	2	accessed	access	VERB
framr-4143	770	3	3	3	NUM
framr-4143	770	4	october	october	NOUN
framr-4143	770	5	2024	2024	NUM
framr-4143	770	6	]	]	PUNCT
framr-4143	770	7	decathlon	decathlon	NOUN
framr-4143	770	8	.	.	PUNCT
framr-4143	771	1	(	(	PUNCT
framr-4143	771	2	2021	2021	NUM
framr-4143	771	3	)	)	PUNCT
framr-4143	771	4	.	.	PUNCT
framr-4143	772	1	rfid	rfid	NOUN
framr-4143	772	2	-	-	PUNCT
framr-4143	772	3	enabled	enable	VERB
framr-4143	772	4	self	self	NOUN
framr-4143	772	5	-	-	PUNCT
framr-4143	772	6	checkout	checkout	NOUN
framr-4143	772	7	:	:	PUNCT
framr-4143	772	8	enhancing	enhance	VERB
framr-4143	772	9	customer	customer	NOUN
framr-4143	772	10	experience	experience	NOUN
framr-4143	772	11	in	in	ADP
framr-4143	772	12	retail	retail	NOUN
framr-4143	772	13	.	.	PUNCT
framr-4143	773	1	retrieved	retrieve	VERB
framr-4143	773	2	from	from	ADP
framr-4143	773	3	https://www.decathlon.com	https://www.decathlon.com	PROPN
framr-4143	773	4	.	.	PUNCT
framr-4143	774	1	[	[	X
framr-4143	774	2	accessed	access	VERB
framr-4143	774	3	3	3	NUM
framr-4143	774	4	october	october	NOUN
framr-4143	774	5	2024	2024	NUM
framr-4143	774	6	]	]	PUNCT
framr-4143	774	7	deloitte	deloitte	NOUN
framr-4143	774	8	.	.	PUNCT
framr-4143	775	1	(	(	PUNCT
framr-4143	775	2	2020a	2020a	NUM
framr-4143	775	3	)	)	PUNCT
framr-4143	775	4	.	.	PUNCT
framr-4143	776	1	enhancing	enhance	VERB
framr-4143	776	2	operational	operational	ADJ
framr-4143	776	3	intelligence	intelligence	NOUN
framr-4143	776	4	in	in	ADP
framr-4143	776	5	supply	supply	NOUN
framr-4143	776	6	chain	chain	NOUN
framr-4143	776	7	management	management	NOUN
framr-4143	776	8	through	through	ADP
framr-4143	776	9	ai	ai	PROPN
framr-4143	776	10	/	/	SYM
framr-4143	776	11	ml	ml	NOUN
framr-4143	776	12	.	.	PUNCT
framr-4143	776	13	supply	supply	NOUN
framr-4143	776	14	chain	chain	NOUN
framr-4143	776	15	management	management	NOUN
framr-4143	776	16	review	review	PROPN
framr-4143	776	17	.	.	PUNCT
framr-4143	777	1	retrieved	retrieve	VERB
framr-4143	777	2	from	from	ADP
framr-4143	777	3	https://www.scmr.com	https://www.scmr.com	X
framr-4143	777	4	.	.	PUNCT
framr-4143	778	1	[	[	X
framr-4143	778	2	accessed	access	VERB
framr-4143	778	3	3	3	NUM
framr-4143	778	4	october	october	NOUN
framr-4143	778	5	2024	2024	NUM
framr-4143	778	6	]	]	PUNCT
framr-4143	778	7	deloitte	deloitte	NOUN
framr-4143	778	8	.	.	PUNCT
framr-4143	779	1	(	(	PUNCT
framr-4143	779	2	2020b	2020b	NUM
framr-4143	779	3	)	)	PUNCT
framr-4143	779	4	.	.	PUNCT
framr-4143	780	1	enhancing	enhance	VERB
framr-4143	780	2	supply	supply	NOUN
framr-4143	780	3	chain	chain	NOUN
framr-4143	780	4	transparency	transparency	NOUN
framr-4143	780	5	with	with	ADP
framr-4143	780	6	blockchain	blockchain	PROPN
framr-4143	780	7	.	.	PUNCT
framr-4143	781	1	retrieved	retrieve	VERB
framr-4143	781	2	from	from	ADP
framr-4143	781	3	https://www.deloitte.com	https://www.deloitte.com	X
framr-4143	781	4	.	.	PUNCT
framr-4143	782	1	[	[	X
framr-4143	782	2	accessed	access	VERB
framr-4143	782	3	3	3	NUM
framr-4143	782	4	october	october	NOUN
framr-4143	782	5	2024	2024	NUM
framr-4143	782	6	]	]	PUNCT
framr-4143	782	7	deloitte	deloitte	NOUN
framr-4143	782	8	.	.	PUNCT
framr-4143	783	1	(	(	PUNCT
framr-4143	783	2	2021a	2021a	NUM
framr-4143	783	3	)	)	PUNCT
framr-4143	783	4	.	.	PUNCT
framr-4143	784	1	automated	automate	VERB
framr-4143	784	2	storage	storage	NOUN
framr-4143	784	3	and	and	CCONJ
framr-4143	784	4	retrieval	retrieval	NOUN
framr-4143	784	5	systems	system	NOUN
framr-4143	784	6	:	:	PUNCT
framr-4143	784	7	optimizing	optimize	VERB
framr-4143	784	8	space	space	NOUN
framr-4143	784	9	and	and	CCONJ
framr-4143	784	10	increasing	increase	VERB
framr-4143	784	11	throughput	throughput	NOUN
framr-4143	784	12	.	.	PUNCT
framr-4143	785	1	retrieved	retrieve	VERB
framr-4143	785	2	from	from	ADP
framr-4143	785	3	https://www.deloitte.com	https://www.deloitte.com	X
framr-4143	785	4	.	.	PUNCT
framr-4143	786	1	[	[	X
framr-4143	786	2	accessed	access	VERB
framr-4143	786	3	3	3	NUM
framr-4143	786	4	october	october	NOUN
framr-4143	786	5	2024	2024	NUM
framr-4143	786	6	]	]	PUNCT
framr-4143	786	7	deloitte	deloitte	NOUN
framr-4143	786	8	.	.	PUNCT
framr-4143	787	1	(	(	PUNCT
framr-4143	787	2	2021b	2021b	NUM
framr-4143	787	3	)	)	PUNCT
framr-4143	787	4	.	.	PUNCT
framr-4143	788	1	the	the	DET
framr-4143	788	2	impact	impact	NOUN
framr-4143	788	3	of	of	ADP
framr-4143	788	4	iot	iot	NOUN
framr-4143	788	5	on	on	ADP
framr-4143	788	6	shipment	shipment	NOUN
framr-4143	788	7	tracking	tracking	NOUN
framr-4143	788	8	and	and	CCONJ
framr-4143	788	9	delivery	delivery	NOUN
framr-4143	788	10	performance	performance	NOUN
framr-4143	788	11	.	.	PUNCT
framr-4143	788	12	retrieved	retrieve	VERB
framr-4143	788	13	from	from	ADP
framr-4143	788	14	https://www2.deloitte.com	https://www2.deloitte.com	PROPN
framr-4143	788	15	.	.	PUNCT
framr-4143	789	1	[	[	X
framr-4143	789	2	accessed	access	VERB
framr-4143	789	3	3	3	NUM
framr-4143	789	4	october	october	NOUN
framr-4143	789	5	2024	2024	NUM
framr-4143	789	6	]	]	PUNCT
framr-4143	789	7	dhaliwal	dhaliwal	PROPN
framr-4143	789	8	,	,	PUNCT
framr-4143	789	9	a.	a.	NOUN
framr-4143	789	10	(	(	PUNCT
framr-4143	789	11	2020	2020	NUM
framr-4143	789	12	)	)	PUNCT
framr-4143	789	13	.	.	PUNCT
framr-4143	790	1	the	the	DET
framr-4143	790	2	rise	rise	NOUN
framr-4143	790	3	of	of	ADP
framr-4143	790	4	automation	automation	NOUN
framr-4143	790	5	and	and	CCONJ
framr-4143	790	6	robotics	robotic	NOUN
framr-4143	790	7	in	in	ADP
framr-4143	790	8	warehouse	warehouse	NOUN
framr-4143	790	9	management	management	NOUN
framr-4143	790	10	.	.	PUNCT
framr-4143	791	1	in	in	ADP
framr-4143	791	2	:	:	PUNCT
framr-4143	791	3	transforming	transform	VERB
framr-4143	791	4	management	management	NOUN
framr-4143	791	5	using	use	VERB
framr-4143	791	6	artificial	artificial	ADJ
framr-4143	791	7	intelligence	intelligence	NOUN
framr-4143	791	8	techniques	technique	NOUN
framr-4143	791	9	.	.	PUNCT
framr-4143	792	1	in	in	ADP
framr-4143	792	2	(	(	PUNCT
framr-4143	792	3	pp	pp	ADJ
framr-4143	792	4	.	.	PUNCT
framr-4143	792	5	63	63	NUM
framr-4143	792	6	-	-	SYM
framr-4143	792	7	72	72	NUM
framr-4143	792	8	)	)	PUNCT
framr-4143	792	9	.	.	PUNCT
framr-4143	793	1	boca	boca	PROPN
framr-4143	793	2	raton	raton	PROPN
framr-4143	793	3	,	,	PUNCT
framr-4143	793	4	fl	fl	PROPN
framr-4143	793	5	:	:	PUNCT
framr-4143	793	6	crc	crc	NOUN
framr-4143	793	7	press	press	PROPN
framr-4143	793	8	.	.	PUNCT
framr-4143	794	1	dhl	dhl	PROPN
framr-4143	794	2	.	.	PUNCT
framr-4143	794	3	(	(	PUNCT
framr-4143	794	4	2022	2022	NUM
framr-4143	794	5	)	)	PUNCT
framr-4143	794	6	.	.	PUNCT
framr-4143	795	1	using	use	VERB
framr-4143	795	2	rfid	rfid	NOUN
framr-4143	795	3	to	to	PART
framr-4143	795	4	improve	improve	VERB
framr-4143	795	5	freight	freight	NOUN
framr-4143	795	6	transportation	transportation	NOUN
framr-4143	795	7	and	and	CCONJ
framr-4143	795	8	asset	asset	NOUN
framr-4143	795	9	utilization	utilization	NOUN
framr-4143	795	10	.	.	PUNCT
framr-4143	796	1	retrieved	retrieve	VERB
framr-4143	796	2	from	from	ADP
framr-4143	796	3	https://www.dhl.com	https://www.dhl.com	PROPN
framr-4143	796	4	.	.	PUNCT
framr-4143	797	1	[	[	X
framr-4143	797	2	accessed	access	VERB
framr-4143	797	3	3	3	NUM
framr-4143	797	4	october	october	NOUN
framr-4143	797	5	2024	2024	NUM
framr-4143	797	6	]	]	X
framr-4143	797	7	duan	duan	PROPN
framr-4143	797	8	,	,	PUNCT
framr-4143	797	9	y.	y.	PROPN
framr-4143	797	10	,	,	PUNCT
framr-4143	797	11	edwards	edwards	PROPN
framr-4143	797	12	,	,	PUNCT
framr-4143	797	13	j.	j.	PROPN
framr-4143	797	14	s.	s.	PROPN
framr-4143	797	15	,	,	PUNCT
framr-4143	797	16	&	&	CCONJ
framr-4143	797	17	dwivedi	dwivedi	PROPN
framr-4143	797	18	,	,	PUNCT
framr-4143	797	19	y.	y.	PROPN
framr-4143	797	20	k.	k.	PROPN
framr-4143	798	1	(	(	PUNCT
framr-4143	798	2	2019	2019	NUM
framr-4143	798	3	)	)	PUNCT
framr-4143	798	4	.	.	PUNCT
framr-4143	799	1	artificial	artificial	ADJ
framr-4143	799	2	intelligence	intelligence	NOUN
framr-4143	799	3	for	for	ADP
framr-4143	799	4	decision	decision	NOUN
framr-4143	799	5	making	making	NOUN
framr-4143	799	6	in	in	ADP
framr-4143	799	7	the	the	DET
framr-4143	799	8	era	era	NOUN
framr-4143	799	9	of	of	ADP
framr-4143	799	10	big	big	ADJ
framr-4143	799	11	data	datum	NOUN
framr-4143	799	12	:	:	PUNCT
framr-4143	799	13	a	a	DET
framr-4143	799	14	review	review	NOUN
framr-4143	799	15	.	.	PUNCT
framr-4143	800	1	journal	journal	NOUN
framr-4143	800	2	of	of	ADP
framr-4143	800	3	decision	decision	NOUN
framr-4143	800	4	systems	system	NOUN
framr-4143	800	5	,	,	PUNCT
framr-4143	800	6	28(2	28(2	NUM
framr-4143	800	7	)	)	PUNCT
framr-4143	800	8	,	,	PUNCT
framr-4143	800	9	83	83	NUM
framr-4143	800	10	-	-	SYM
framr-4143	800	11	98	98	NUM
framr-4143	800	12	.	.	PUNCT
framr-4143	801	1	https://doi.org/10.1080/12460125.2019.1613245	https://doi.org/10.1080/12460125.2019.1613245	PROPN
framr-4143	801	2	dubey	dubey	PROPN
framr-4143	801	3	,	,	PUNCT
framr-4143	801	4	r.	r.	PROPN
framr-4143	801	5	,	,	PUNCT
framr-4143	801	6	gunasekaran	gunasekaran	NOUN
framr-4143	801	7	,	,	PUNCT
framr-4143	801	8	a.	a.	NOUN
framr-4143	801	9	,	,	PUNCT
framr-4143	801	10	&	&	CCONJ
framr-4143	801	11	childe	childe	PROPN
framr-4143	801	12	,	,	PUNCT
framr-4143	801	13	s.	s.	PROPN
framr-4143	801	14	j.	j.	PROPN
framr-4143	801	15	(	(	PUNCT
framr-4143	801	16	2020	2020	NUM
framr-4143	801	17	)	)	PUNCT
framr-4143	801	18	.	.	PUNCT
framr-4143	802	1	artificial	artificial	ADJ
framr-4143	802	2	intelligence	intelligence	NOUN
framr-4143	802	3	in	in	ADP
framr-4143	802	4	supply	supply	NOUN
framr-4143	802	5	chain	chain	NOUN
framr-4143	802	6	management	management	NOUN
framr-4143	802	7	:	:	PUNCT
framr-4143	802	8	applications	application	NOUN
framr-4143	802	9	,	,	PUNCT
framr-4143	802	10	opportunities	opportunity	NOUN
framr-4143	802	11	,	,	PUNCT
framr-4143	802	12	and	and	CCONJ
framr-4143	802	13	challenges	challenge	NOUN
framr-4143	802	14	.	.	PUNCT
framr-4143	803	1	international	international	ADJ
framr-4143	803	2	journal	journal	NOUN
framr-4143	803	3	of	of	ADP
framr-4143	803	4	production	production	NOUN
framr-4143	803	5	research	research	NOUN
framr-4143	803	6	,	,	PUNCT
framr-4143	803	7	58(15	58(15	NUM
framr-4143	803	8	)	)	PUNCT
framr-4143	803	9	,	,	PUNCT
framr-4143	803	10	4481	4481	NUM
framr-4143	803	11	-	-	SYM
framr-4143	803	12	4499	4499	NUM
framr-4143	803	13	.	.	PUNCT
framr-4143	804	1	https://doi.org/10.1080/00207543.2019.1648234	https://doi.org/10.1080/00207543.2019.1648234	PROPN
framr-4143	804	2	eze	eze	PROPN
framr-4143	804	3	,	,	PUNCT
framr-4143	804	4	v.	v.	PROPN
framr-4143	804	5	h.	h.	PROPN
framr-4143	804	6	u.	u.	PROPN
framr-4143	804	7	,	,	PUNCT
framr-4143	804	8	ugwu	ugwu	ADV
framr-4143	804	9	chinyere	chinyere	ADV
framr-4143	804	10	,	,	PUNCT
framr-4143	804	11	n.	n.	NOUN
framr-4143	804	12	,	,	PUNCT
framr-4143	804	13	&	&	CCONJ
framr-4143	804	14	ogenyi	ogenyi	PROPN
framr-4143	804	15	fabian	fabian	PROPN
framr-4143	804	16	,	,	PUNCT
framr-4143	804	17	c.	c.	PROPN
framr-4143	804	18	(	(	PUNCT
framr-4143	804	19	2024	2024	NUM
framr-4143	804	20	)	)	PUNCT
framr-4143	804	21	.	.	PUNCT
framr-4143	805	1	blockchain	blockchain	PROPN
framr-4143	805	2	-	-	PUNCT
framr-4143	805	3	enabled	enable	VERB
framr-4143	805	4	supply	supply	NOUN
framr-4143	805	5	chain	chain	NOUN
framr-4143	805	6	traceability	traceability	NOUN
framr-4143	805	7	in	in	ADP
framr-4143	805	8	food	food	NOUN
framr-4143	805	9	safety	safety	NOUN
framr-4143	805	10	.	.	PUNCT
framr-4143	806	1	research	research	NOUN
framr-4143	806	2	output	output	PROPN
framr-4143	806	3	journal	journal	PROPN
framr-4143	806	4	of	of	ADP
framr-4143	806	5	biological	biological	ADJ
framr-4143	806	6	and	and	CCONJ
framr-4143	806	7	applied	apply	VERB
framr-4143	806	8	science	science	NOUN
framr-4143	806	9	,	,	PUNCT
framr-4143	806	10	46	46	NUM
framr-4143	806	11	-	-	SYM
framr-4143	806	12	51	51	NUM
framr-4143	806	13	.	.	PUNCT
framr-4143	807	1	fanti	fanti	PROPN
framr-4143	807	2	,	,	PUNCT
framr-4143	807	3	m.	m.	PROPN
framr-4143	807	4	p.	p.	PROPN
framr-4143	807	5	,	,	PUNCT
framr-4143	807	6	gabbrielli	gabbrielli	PROPN
framr-4143	807	7	,	,	PUNCT
framr-4143	807	8	r.	r.	PROPN
framr-4143	807	9	,	,	PUNCT
framr-4143	807	10	&	&	CCONJ
framr-4143	807	11	pappalardo	pappalardo	PROPN
framr-4143	807	12	,	,	PUNCT
framr-4143	807	13	g.	g.	PROPN
framr-4143	807	14	(	(	PUNCT
framr-4143	807	15	2017	2017	NUM
framr-4143	807	16	)	)	PUNCT
framr-4143	807	17	.	.	PUNCT
framr-4143	808	1	rfid	rfid	NOUN
framr-4143	808	2	-	-	PUNCT
framr-4143	808	3	enabled	enable	VERB
framr-4143	808	4	supply	supply	NOUN
framr-4143	808	5	chain	chain	NOUN
framr-4143	808	6	management	management	NOUN
framr-4143	808	7	:	:	PUNCT
framr-4143	808	8	optimizing	optimize	VERB
framr-4143	808	9	the	the	DET
framr-4143	808	10	inventory	inventory	NOUN
framr-4143	808	11	and	and	CCONJ
framr-4143	808	12	logistics	logistic	NOUN
framr-4143	808	13	.	.	PUNCT
framr-4143	809	1	computers	computer	NOUN
framr-4143	809	2	&	&	CCONJ
framr-4143	809	3	industrial	industrial	ADJ
framr-4143	809	4	engineering	engineering	NOUN
framr-4143	809	5	,	,	PUNCT
framr-4143	809	6	113	113	NUM
framr-4143	809	7	,	,	PUNCT
framr-4143	809	8	612	612	NUM
framr-4143	809	9	-	-	SYM
framr-4143	809	10	624	624	NUM
framr-4143	809	11	.	.	PUNCT
framr-4143	810	1	https://doi.org/10.1016/j.cie.2017.09.010	https://doi.org/10.1016/j.cie.2017.09.010	PROPN
framr-4143	810	2	fawcett	fawcett	PROPN
framr-4143	810	3	,	,	PUNCT
framr-4143	810	4	s.	s.	PROPN
framr-4143	810	5	e.	e.	PROPN
framr-4143	810	6	,	,	PUNCT
framr-4143	810	7	magnan	magnan	PROPN
framr-4143	810	8	,	,	PUNCT
framr-4143	810	9	g.	g.	PROPN
framr-4143	810	10	m.	m.	PROPN
framr-4143	810	11	,	,	PUNCT
framr-4143	810	12	&	&	CCONJ
framr-4143	810	13	mccarter	mccarter	PROPN
framr-4143	810	14	,	,	PUNCT
framr-4143	810	15	m.	m.	PROPN
framr-4143	810	16	w.	w.	PROPN
framr-4143	810	17	(	(	PUNCT
framr-4143	810	18	2008	2008	NUM
framr-4143	810	19	)	)	PUNCT
framr-4143	810	20	.	.	PUNCT
framr-4143	811	1	a	a	DET
framr-4143	811	2	three‐stage	three‐stage	NOUN
framr-4143	811	3	implementation	implementation	NOUN
framr-4143	811	4	model	model	NOUN
framr-4143	811	5	for	for	ADP
framr-4143	811	6	supply	supply	NOUN
framr-4143	811	7	chain	chain	NOUN
framr-4143	811	8	collaboration	collaboration	NOUN
framr-4143	811	9	.	.	PUNCT
framr-4143	812	1	journal	journal	NOUN
framr-4143	812	2	of	of	ADP
framr-4143	812	3	business	business	NOUN
framr-4143	812	4	logistics	logistic	NOUN
framr-4143	812	5	,	,	PUNCT
framr-4143	812	6	29(1	29(1	NUM
framr-4143	812	7	)	)	PUNCT
framr-4143	812	8	,	,	PUNCT
framr-4143	812	9	93	93	NUM
framr-4143	812	10	-	-	SYM
framr-4143	812	11	112	112	NUM
framr-4143	812	12	.	.	PUNCT
framr-4143	813	1	https://doi.org/10.1002/j.2158-1592.2008.tb00070.x	https://doi.org/10.1002/j.2158-1592.2008.tb00070.x	VERB
framr-4143	813	2	feizabadi	feizabadi	NOUN
framr-4143	813	3	,	,	PUNCT
framr-4143	813	4	j.	j.	PROPN
framr-4143	813	5	(	(	PUNCT
framr-4143	813	6	2022	2022	NUM
framr-4143	813	7	)	)	PUNCT
framr-4143	813	8	.	.	PUNCT
framr-4143	814	1	machine	machine	NOUN
framr-4143	814	2	learning	learn	VERB
framr-4143	814	3	demand	demand	NOUN
framr-4143	814	4	forecasting	forecasting	NOUN
framr-4143	814	5	and	and	CCONJ
framr-4143	814	6	supply	supply	NOUN
framr-4143	814	7	chain	chain	NOUN
framr-4143	814	8	performance	performance	NOUN
framr-4143	814	9	.	.	PUNCT
framr-4143	815	1	international	international	ADJ
framr-4143	815	2	journal	journal	PROPN
framr-4143	815	3	of	of	ADP
framr-4143	815	4	logistics	logistic	NOUN
framr-4143	815	5	research	research	NOUN
framr-4143	815	6	and	and	CCONJ
framr-4143	815	7	applications	application	NOUN
framr-4143	815	8	,	,	PUNCT
framr-4143	815	9	25(2	25(2	NUM
framr-4143	815	10	)	)	PUNCT
framr-4143	815	11	,	,	PUNCT
framr-4143	815	12	119	119	NUM
framr-4143	815	13	-	-	SYM
framr-4143	815	14	142	142	NUM
framr-4143	815	15	.	.	PUNCT
framr-4143	816	1	ford	ford	PROPN
framr-4143	816	2	motor	motor	PROPN
framr-4143	816	3	company	company	NOUN
framr-4143	816	4	.	.	PUNCT
framr-4143	817	1	(	(	PUNCT
framr-4143	817	2	2021	2021	NUM
framr-4143	817	3	)	)	PUNCT
framr-4143	817	4	.	.	PUNCT
framr-4143	818	1	ford	ford	PROPN
framr-4143	818	2	blockchain	blockchain	PROPN
framr-4143	818	3	initiative	initiative	PROPN
framr-4143	818	4	for	for	ADP
framr-4143	818	5	ethical	ethical	ADJ
framr-4143	818	6	sourcing	sourcing	NOUN
framr-4143	818	7	.	.	PUNCT
framr-4143	819	1	retrieved	retrieve	VERB
framr-4143	819	2	from	from	ADP
framr-4143	819	3	https://www.ford.com	https://www.ford.com	X
framr-4143	819	4	.	.	PUNCT
framr-4143	820	1	[	[	X
framr-4143	820	2	accessed	access	VERB
framr-4143	820	3	3	3	NUM
framr-4143	820	4	october	october	NOUN
framr-4143	820	5	2024	2024	NUM
framr-4143	820	6	]	]	X
framr-4143	820	7	galati	galati	PROPN
framr-4143	820	8	,	,	PUNCT
framr-4143	820	9	f.	f.	PROPN
framr-4143	820	10	,	,	PUNCT
framr-4143	820	11	&	&	CCONJ
framr-4143	820	12	bigliardi	bigliardi	PROPN
framr-4143	820	13	,	,	PUNCT
framr-4143	820	14	b.	b.	PROPN
framr-4143	820	15	(	(	PUNCT
framr-4143	820	16	2019	2019	NUM
framr-4143	820	17	)	)	PUNCT
framr-4143	820	18	.	.	PUNCT
framr-4143	821	1	industry	industry	NOUN
framr-4143	821	2	4.0	4.0	NUM
framr-4143	821	3	:	:	PUNCT
framr-4143	821	4	emerging	emerge	VERB
framr-4143	821	5	themes	theme	NOUN
framr-4143	821	6	and	and	CCONJ
framr-4143	821	7	future	future	ADJ
framr-4143	821	8	research	research	NOUN
framr-4143	821	9	avenues	avenue	NOUN
framr-4143	821	10	using	use	VERB
framr-4143	821	11	a	a	DET
framr-4143	821	12	text	text	NOUN
framr-4143	821	13	mining	mining	NOUN
framr-4143	821	14	approach	approach	NOUN
framr-4143	821	15	.	.	PUNCT
framr-4143	822	1	computers	computer	NOUN
framr-4143	822	2	in	in	ADP
framr-4143	822	3	industry	industry	NOUN
framr-4143	822	4	,	,	PUNCT
framr-4143	822	5	109	109	NUM
framr-4143	822	6	,	,	PUNCT
framr-4143	822	7	100	100	NUM
framr-4143	822	8	-	-	SYM
framr-4143	822	9	113	113	NUM
framr-4143	822	10	.	.	PUNCT
framr-4143	823	1	ganesan	ganesan	PROPN
framr-4143	823	2	,	,	PUNCT
framr-4143	823	3	s.	s.	PROPN
framr-4143	823	4	,	,	PUNCT
framr-4143	823	5	gupta	gupta	PROPN
framr-4143	823	6	,	,	PUNCT
framr-4143	823	7	h.	h.	PROPN
framr-4143	823	8	,	,	PUNCT
framr-4143	823	9	&	&	CCONJ
framr-4143	823	10	kumar	kumar	PROPN
framr-4143	823	11	,	,	PUNCT
framr-4143	823	12	r.	r.	PROPN
framr-4143	823	13	(	(	PUNCT
framr-4143	823	14	2017	2017	NUM
framr-4143	823	15	)	)	PUNCT
framr-4143	823	16	.	.	PUNCT
framr-4143	824	1	impact	impact	NOUN
framr-4143	824	2	of	of	ADP
framr-4143	824	3	automation	automation	NOUN
framr-4143	824	4	on	on	ADP
framr-4143	824	5	efficiency	efficiency	NOUN
framr-4143	824	6	and	and	CCONJ
framr-4143	824	7	safety	safety	NOUN
framr-4143	824	8	in	in	ADP
framr-4143	824	9	warehousing	warehousing	NOUN
framr-4143	824	10	:	:	PUNCT
framr-4143	824	11	a	a	DET
framr-4143	824	12	review	review	NOUN
framr-4143	824	13	.	.	PUNCT
framr-4143	825	1	robotics	robotic	NOUN
framr-4143	825	2	and	and	CCONJ
framr-4143	825	3	computer	computer	NOUN
framr-4143	825	4	-	-	PUNCT
framr-4143	825	5	integrated	integrate	VERB
framr-4143	825	6	manufacturing	manufacturing	NOUN
framr-4143	825	7	,	,	PUNCT
framr-4143	825	8	47	47	NUM
framr-4143	825	9	,	,	PUNCT
framr-4143	825	10	145	145	NUM
framr-4143	825	11	-	-	SYM
framr-4143	825	12	156	156	NUM
framr-4143	825	13	.	.	PUNCT
framr-4143	825	14	https://doi.org/10.1016/j.rcim.2017.03.006	https://doi.org/10.1016/j.rcim.2017.03.006	NOUN
framr-4143	825	15	ganesh	ganesh	NOUN
framr-4143	825	16	,	,	PUNCT
framr-4143	825	17	a.	a.	PROPN
framr-4143	825	18	d.	d.	PROPN
framr-4143	825	19	,	,	PUNCT
framr-4143	825	20	&	&	CCONJ
framr-4143	825	21	kalpana	kalpana	PROPN
framr-4143	825	22	,	,	PUNCT
framr-4143	825	23	p.	p.	NOUN
framr-4143	825	24	(	(	PUNCT
framr-4143	825	25	2022	2022	NUM
framr-4143	825	26	)	)	PUNCT
framr-4143	825	27	.	.	PUNCT
framr-4143	826	1	future	future	NOUN
framr-4143	826	2	of	of	ADP
framr-4143	826	3	artificial	artificial	ADJ
framr-4143	826	4	intelligence	intelligence	NOUN
framr-4143	826	5	and	and	CCONJ
framr-4143	826	6	its	its	PRON
framr-4143	826	7	influence	influence	NOUN
framr-4143	826	8	on	on	ADP
framr-4143	826	9	supply	supply	NOUN
framr-4143	826	10	chain	chain	NOUN
framr-4143	826	11	risk	risk	NOUN
framr-4143	826	12	management	management	NOUN
framr-4143	826	13	–	–	PUNCT
framr-4143	826	14	a	a	DET
framr-4143	826	15	systematic	systematic	ADJ
framr-4143	826	16	review	review	NOUN
framr-4143	826	17	.	.	PUNCT
framr-4143	827	1	computers	computer	NOUN
framr-4143	827	2	&	&	CCONJ
framr-4143	827	3	industrial	industrial	ADJ
framr-4143	827	4	engineering	engineering	NOUN
framr-4143	827	5	,	,	PUNCT
framr-4143	827	6	169	169	NUM
framr-4143	827	7	,	,	PUNCT
framr-4143	827	8	108206	108206	NUM
framr-4143	827	9	.	.	PUNCT
framr-4143	828	1	gao	gao	PROPN
framr-4143	828	2	,	,	PUNCT
framr-4143	828	3	x.	x.	PROPN
framr-4143	828	4	,	,	PUNCT
framr-4143	828	5	li	li	PROPN
framr-4143	828	6	,	,	PUNCT
framr-4143	828	7	z.	z.	PROPN
framr-4143	828	8	,	,	PUNCT
framr-4143	828	9	&	&	CCONJ
framr-4143	828	10	wang	wang	PROPN
framr-4143	828	11	,	,	PUNCT
framr-4143	828	12	y.	y.	PROPN
framr-4143	828	13	(	(	PUNCT
framr-4143	828	14	2022	2022	NUM
framr-4143	828	15	)	)	PUNCT
framr-4143	828	16	.	.	PUNCT
framr-4143	829	1	exploring	explore	VERB
framr-4143	829	2	the	the	DET
framr-4143	829	3	domains	domain	NOUN
framr-4143	829	4	of	of	ADP
framr-4143	829	5	digitization	digitization	NOUN
framr-4143	829	6	,	,	PUNCT
framr-4143	829	7	digitalization	digitalization	NOUN
framr-4143	829	8	,	,	PUNCT
framr-4143	829	9	and	and	CCONJ
framr-4143	829	10	digital	digital	ADJ
framr-4143	829	11	transformation	transformation	NOUN
framr-4143	829	12	:	:	PUNCT
framr-4143	829	13	a	a	DET
framr-4143	829	14	systematic	systematic	ADJ
framr-4143	829	15	review	review	NOUN
framr-4143	829	16	.	.	PUNCT
framr-4143	830	1	journal	journal	PROPN
framr-4143	830	2	of	of	ADP
framr-4143	830	3	digital	digital	ADJ
framr-4143	830	4	innovation	innovation	NOUN
framr-4143	830	5	,	,	PUNCT
framr-4143	830	6	12(4	12(4	NUM
framr-4143	830	7	)	)	PUNCT
framr-4143	830	8	,	,	PUNCT
framr-4143	830	9	245	245	NUM
framr-4143	830	10	-	-	SYM
framr-4143	830	11	263	263	NUM
framr-4143	830	12	.	.	PUNCT
framr-4143	831	1	https://doi.org/10.1016/j.jdi.2022.03.001	https://doi.org/10.1016/j.jdi.2022.03.001	PROPN
framr-4143	831	2	https://www.debeersgroup.com/	https://www.debeersgroup.com/	PROPN
framr-4143	831	3	https://www.decathlon.com/	https://www.decathlon.com/	PROPN
framr-4143	831	4	https://www.scmr.com/	https://www.scmr.com/	PROPN
framr-4143	831	5	https://www.deloitte.com/	https://www.deloitte.com/	PROPN
framr-4143	831	6	https://www.deloitte.com/	https://www.deloitte.com/	PROPN
framr-4143	832	1	https://www2.deloitte.com/	https://www2.deloitte.com/	PROPN
framr-4143	832	2	https://www.dhl.com/	https://www.dhl.com/	PROPN
framr-4143	832	3	https://doi.org/10.1080/12460125.2019.1613245	https://doi.org/10.1080/12460125.2019.1613245	PROPN
framr-4143	832	4	https://doi.org/10.1080/00207543.2019.1648234	https://doi.org/10.1080/00207543.2019.1648234	PROPN
framr-4143	832	5	https://doi.org/10.1016/j.cie.2017.09.010	https://doi.org/10.1016/j.cie.2017.09.010	PROPN
framr-4143	832	6	https://doi.org/10.1002/j.2158-1592.2008.tb00070.x	https://doi.org/10.1002/j.2158-1592.2008.tb00070.x	PROPN
framr-4143	832	7	https://www.ford.com/	https://www.ford.com/	NOUN
framr-4143	832	8	https://doi.org/10.1016/j.rcim.2017.03.006	https://doi.org/10.1016/j.rcim.2017.03.006	ADJ
framr-4143	832	9	https://doi.org/10.1016/j.jdi.2022.03.001	https://doi.org/10.1016/j.jdi.2022.03.001	ADJ
framr-4143	832	10	financial	financial	ADJ
framr-4143	832	11	risk	risk	NOUN
framr-4143	832	12	and	and	CCONJ
framr-4143	832	13	management	management	NOUN
framr-4143	832	14	reviews	review	NOUN
framr-4143	832	15	,	,	PUNCT
framr-4143	832	16	2025	2025	NUM
framr-4143	832	17	,	,	PUNCT
framr-4143	832	18	11(1	11(1	NUM
framr-4143	832	19	):	):	PUNCT
framr-4143	832	20	72	72	NUM
framr-4143	832	21	-	-	SYM
framr-4143	832	22	102	102	NUM
framr-4143	832	23	98	98	NUM
framr-4143	832	24	©	©	ADP
framr-4143	832	25	2025	2025	NUM
framr-4143	832	26	conscientia	conscientia	PROPN
framr-4143	832	27	beam	beam	PROPN
framr-4143	832	28	.	.	PUNCT
framr-4143	833	1	all	all	DET
framr-4143	833	2	rights	right	NOUN
framr-4143	833	3	reserved	reserve	VERB
framr-4143	833	4	.	.	PUNCT
framr-4143	834	1	gartner	gartner	NOUN
framr-4143	834	2	.	.	PUNCT
framr-4143	835	1	(	(	PUNCT
framr-4143	835	2	2020a	2020a	NUM
framr-4143	835	3	)	)	PUNCT
framr-4143	835	4	.	.	PUNCT
framr-4143	836	1	iot	iot	VERB
framr-4143	836	2	-	-	PUNCT
framr-4143	836	3	enabled	enable	VERB
framr-4143	836	4	storage	storage	NOUN
framr-4143	836	5	condition	condition	NOUN
framr-4143	836	6	monitoring	monitoring	NOUN
framr-4143	836	7	:	:	PUNCT
framr-4143	836	8	ensuring	ensure	VERB
framr-4143	836	9	product	product	NOUN
framr-4143	836	10	quality	quality	NOUN
framr-4143	836	11	and	and	CCONJ
framr-4143	836	12	compliance	compliance	NOUN
framr-4143	836	13	.	.	PUNCT
framr-4143	837	1	retrieved	retrieve	VERB
framr-4143	837	2	from	from	ADP
framr-4143	837	3	https://www.gartner.com	https://www.gartner.com	X
framr-4143	837	4	.	.	PUNCT
framr-4143	838	1	[	[	X
framr-4143	838	2	accessed	access	VERB
framr-4143	838	3	3	3	NUM
framr-4143	838	4	october	october	NOUN
framr-4143	838	5	2024	2024	NUM
framr-4143	838	6	]	]	PUNCT
framr-4143	838	7	gartner	gartner	NOUN
framr-4143	838	8	.	.	PUNCT
framr-4143	839	1	(	(	PUNCT
framr-4143	839	2	2020b	2020b	NUM
framr-4143	839	3	)	)	PUNCT
framr-4143	839	4	.	.	PUNCT
framr-4143	840	1	predictive	predictive	ADJ
framr-4143	840	2	analytics	analytic	NOUN
framr-4143	840	3	in	in	ADP
framr-4143	840	4	inventory	inventory	NOUN
framr-4143	840	5	management	management	NOUN
framr-4143	840	6	:	:	PUNCT
framr-4143	840	7	reducing	reduce	VERB
framr-4143	840	8	waste	waste	NOUN
framr-4143	840	9	and	and	CCONJ
framr-4143	840	10	improving	improve	VERB
framr-4143	840	11	efficiency	efficiency	NOUN
framr-4143	840	12	.	.	PUNCT
framr-4143	841	1	retrieved	retrieve	VERB
framr-4143	841	2	from	from	ADP
framr-4143	841	3	https://www.gartner.com	https://www.gartner.com	X
framr-4143	841	4	.	.	PUNCT
framr-4143	842	1	[	[	X
framr-4143	842	2	accessed	access	VERB
framr-4143	842	3	3	3	NUM
framr-4143	842	4	october	october	NOUN
framr-4143	842	5	2024	2024	NUM
framr-4143	842	6	]	]	PUNCT
framr-4143	842	7	gartner	gartner	NOUN
framr-4143	842	8	.	.	PUNCT
framr-4143	843	1	(	(	PUNCT
framr-4143	843	2	2021a	2021a	NUM
framr-4143	843	3	)	)	PUNCT
framr-4143	843	4	.	.	PUNCT
framr-4143	844	1	ai	ai	VERB
framr-4143	844	2	-	-	PUNCT
framr-4143	844	3	powered	power	VERB
framr-4143	844	4	control	control	NOUN
framr-4143	844	5	systems	system	NOUN
framr-4143	844	6	in	in	ADP
framr-4143	844	7	robotics	robotic	NOUN
framr-4143	844	8	:	:	PUNCT
framr-4143	844	9	enhancing	enhance	VERB
framr-4143	844	10	efficiency	efficiency	NOUN
framr-4143	844	11	and	and	CCONJ
framr-4143	844	12	reducing	reduce	VERB
framr-4143	844	13	downtime	downtime	NOUN
framr-4143	844	14	.	.	PUNCT
framr-4143	845	1	retrieved	retrieve	VERB
framr-4143	845	2	from	from	ADP
framr-4143	845	3	https://www.gartner.com	https://www.gartner.com	X
framr-4143	845	4	.	.	PUNCT
framr-4143	846	1	[	[	X
framr-4143	846	2	accessed	access	VERB
framr-4143	846	3	3	3	NUM
framr-4143	846	4	october	october	NOUN
framr-4143	846	5	2024	2024	NUM
framr-4143	846	6	]	]	PUNCT
framr-4143	846	7	gartner	gartner	NOUN
framr-4143	846	8	.	.	PUNCT
framr-4143	847	1	(	(	PUNCT
framr-4143	847	2	2021b	2021b	NUM
framr-4143	847	3	)	)	PUNCT
framr-4143	847	4	.	.	PUNCT
framr-4143	848	1	the	the	DET
framr-4143	848	2	role	role	NOUN
framr-4143	848	3	of	of	ADP
framr-4143	848	4	bi	bi	NOUN
framr-4143	848	5	in	in	ADP
framr-4143	848	6	tracking	track	VERB
framr-4143	848	7	supply	supply	NOUN
framr-4143	848	8	chain	chain	NOUN
framr-4143	848	9	kpis	kpis	PROPN
framr-4143	848	10	.	.	PUNCT
framr-4143	848	11	retrieved	retrieve	VERB
framr-4143	848	12	from	from	ADP
framr-4143	848	13	https://www.gartner.com	https://www.gartner.com	X
framr-4143	848	14	.	.	PUNCT
framr-4143	849	1	[	[	X
framr-4143	849	2	accessed	access	VERB
framr-4143	849	3	3	3	NUM
framr-4143	849	4	october	october	NOUN
framr-4143	849	5	2024	2024	NUM
framr-4143	849	6	]	]	PUNCT
framr-4143	849	7	gartner	gartner	NOUN
framr-4143	849	8	.	.	PUNCT
framr-4143	850	1	(	(	PUNCT
framr-4143	850	2	2022a	2022a	NUM
framr-4143	850	3	)	)	PUNCT
framr-4143	850	4	.	.	PUNCT
framr-4143	851	1	ai	ai	VERB
framr-4143	851	2	in	in	ADP
framr-4143	851	3	supply	supply	NOUN
framr-4143	851	4	chain	chain	NOUN
framr-4143	851	5	management	management	NOUN
framr-4143	851	6	and	and	CCONJ
framr-4143	851	7	supplier	supplier	NOUN
framr-4143	851	8	risk	risk	NOUN
framr-4143	851	9	assessment	assessment	NOUN
framr-4143	851	10	.	.	PUNCT
framr-4143	852	1	retrieved	retrieve	VERB
framr-4143	852	2	from	from	ADP
framr-4143	852	3	https://www.gartner.com/en/supplychain	https://www.gartner.com/en/supplychain	NOUN
framr-4143	852	4	.	.	PUNCT
framr-4143	853	1	[	[	X
framr-4143	853	2	accessed	access	VERB
framr-4143	853	3	3	3	NUM
framr-4143	853	4	october	october	NOUN
framr-4143	853	5	2024	2024	NUM
framr-4143	853	6	]	]	PUNCT
framr-4143	853	7	gartner	gartner	NOUN
framr-4143	853	8	.	.	PUNCT
framr-4143	854	1	(	(	PUNCT
framr-4143	854	2	2022b	2022b	NUM
framr-4143	854	3	)	)	PUNCT
framr-4143	854	4	.	.	PUNCT
framr-4143	855	1	the	the	DET
framr-4143	855	2	role	role	NOUN
framr-4143	855	3	of	of	ADP
framr-4143	855	4	blockchain	blockchain	PROPN
framr-4143	855	5	in	in	ADP
framr-4143	855	6	sustainable	sustainable	ADJ
framr-4143	855	7	supply	supply	NOUN
framr-4143	855	8	chains	chain	NOUN
framr-4143	855	9	.	.	PUNCT
framr-4143	855	10	retrieved	retrieve	VERB
framr-4143	855	11	from	from	ADP
framr-4143	855	12	https://www.gartner.com	https://www.gartner.com	X
framr-4143	855	13	.	.	PUNCT
framr-4143	856	1	[	[	X
framr-4143	856	2	accessed	access	VERB
framr-4143	856	3	3	3	NUM
framr-4143	856	4	october	october	NOUN
framr-4143	856	5	2024	2024	NUM
framr-4143	856	6	]	]	PUNCT
framr-4143	856	7	gartner	gartner	NOUN
framr-4143	856	8	.	.	PUNCT
framr-4143	857	1	(	(	PUNCT
framr-4143	857	2	2022c	2022c	NUM
framr-4143	857	3	)	)	PUNCT
framr-4143	857	4	.	.	PUNCT
framr-4143	858	1	the	the	DET
framr-4143	858	2	role	role	NOUN
framr-4143	858	3	of	of	ADP
framr-4143	858	4	rfid	rfid	NOUN
framr-4143	858	5	in	in	ADP
framr-4143	858	6	retail	retail	ADJ
framr-4143	858	7	management	management	NOUN
framr-4143	858	8	:	:	PUNCT
framr-4143	858	9	reducing	reduce	VERB
framr-4143	858	10	shrinkage	shrinkage	NOUN
framr-4143	858	11	and	and	CCONJ
framr-4143	858	12	improving	improve	VERB
framr-4143	858	13	sales	sale	NOUN
framr-4143	858	14	.	.	PUNCT
framr-4143	858	15	retrieved	retrieve	VERB
framr-4143	858	16	from	from	ADP
framr-4143	858	17	https://www.gartner.com	https://www.gartner.com	X
framr-4143	858	18	.	.	PUNCT
framr-4143	859	1	[	[	X
framr-4143	859	2	accessed	access	VERB
framr-4143	859	3	3	3	NUM
framr-4143	859	4	october	october	NOUN
framr-4143	859	5	2024	2024	NUM
framr-4143	859	6	]	]	PUNCT
framr-4143	859	7	ge	ge	PROPN
framr-4143	859	8	healthcare	healthcare	PROPN
framr-4143	859	9	.	.	PUNCT
framr-4143	860	1	(	(	PUNCT
framr-4143	860	2	2021	2021	NUM
framr-4143	860	3	)	)	PUNCT
framr-4143	860	4	.	.	PUNCT
framr-4143	861	1	using	use	VERB
framr-4143	861	2	ai	ai	NOUN
framr-4143	861	3	and	and	CCONJ
framr-4143	861	4	automation	automation	NOUN
framr-4143	861	5	to	to	PART
framr-4143	861	6	improve	improve	VERB
framr-4143	861	7	supply	supply	NOUN
framr-4143	861	8	chain	chain	NOUN
framr-4143	861	9	performance	performance	NOUN
framr-4143	861	10	.	.	PUNCT
framr-4143	862	1	retrieved	retrieve	VERB
framr-4143	862	2	from	from	ADP
framr-4143	862	3	https://www.gehealthcare.com	https://www.gehealthcare.com	X
framr-4143	862	4	gu	gu	PROPN
framr-4143	862	5	,	,	PUNCT
framr-4143	862	6	m.	m.	NOUN
framr-4143	862	7	,	,	PUNCT
framr-4143	862	8	yang	yang	PROPN
framr-4143	862	9	,	,	PUNCT
framr-4143	862	10	l.	l.	PROPN
framr-4143	862	11	,	,	PUNCT
framr-4143	862	12	&	&	CCONJ
framr-4143	862	13	huo	huo	PROPN
framr-4143	862	14	,	,	PUNCT
framr-4143	862	15	b.	b.	PROPN
framr-4143	862	16	(	(	PUNCT
framr-4143	862	17	2021	2021	NUM
framr-4143	862	18	)	)	PUNCT
framr-4143	862	19	.	.	PUNCT
framr-4143	863	1	the	the	DET
framr-4143	863	2	impact	impact	NOUN
framr-4143	863	3	of	of	ADP
framr-4143	863	4	information	information	NOUN
framr-4143	863	5	technology	technology	NOUN
framr-4143	863	6	usage	usage	NOUN
framr-4143	863	7	on	on	ADP
framr-4143	863	8	supply	supply	NOUN
framr-4143	863	9	chain	chain	NOUN
framr-4143	863	10	resilience	resilience	NOUN
framr-4143	863	11	and	and	CCONJ
framr-4143	863	12	performance	performance	NOUN
framr-4143	863	13	:	:	PUNCT
framr-4143	863	14	an	an	DET
framr-4143	863	15	ambidexterous	ambidexterous	ADJ
framr-4143	863	16	view	view	NOUN
framr-4143	863	17	.	.	PUNCT
framr-4143	864	1	international	international	ADJ
framr-4143	864	2	journal	journal	PROPN
framr-4143	864	3	of	of	ADP
framr-4143	864	4	production	production	NOUN
framr-4143	864	5	economics	economic	NOUN
framr-4143	864	6	,	,	PUNCT
framr-4143	864	7	232	232	NUM
framr-4143	864	8	,	,	PUNCT
framr-4143	864	9	107956	107956	NUM
framr-4143	864	10	.	.	PUNCT
framr-4143	865	1	https://doi.org/10.1016/j.ijpe.2020.107956	https://doi.org/10.1016/j.ijpe.2020.107956	ADJ
framr-4143	865	2	guru	guru	NOUN
framr-4143	865	3	,	,	PUNCT
framr-4143	865	4	r.	r.	PROPN
framr-4143	865	5	,	,	PUNCT
framr-4143	865	6	khan	khan	PROPN
framr-4143	865	7	,	,	PUNCT
framr-4143	865	8	m.	m.	NOUN
framr-4143	865	9	a.	a.	PROPN
framr-4143	865	10	,	,	PUNCT
framr-4143	865	11	&	&	CCONJ
framr-4143	865	12	deshmukh	deshmukh	PROPN
framr-4143	865	13	,	,	PUNCT
framr-4143	865	14	s.	s.	PROPN
framr-4143	865	15	g.	g.	PROPN
framr-4143	865	16	(	(	PUNCT
framr-4143	865	17	2018	2018	NUM
framr-4143	865	18	)	)	PUNCT
framr-4143	865	19	.	.	PUNCT
framr-4143	866	1	the	the	DET
framr-4143	866	2	impact	impact	NOUN
framr-4143	866	3	of	of	ADP
framr-4143	866	4	automated	automate	VERB
framr-4143	866	5	guided	guide	VERB
framr-4143	866	6	vehicles	vehicle	NOUN
framr-4143	866	7	(	(	PUNCT
framr-4143	866	8	agvs	agv	NOUN
framr-4143	866	9	)	)	PUNCT
framr-4143	866	10	on	on	ADP
framr-4143	866	11	material	material	NOUN
framr-4143	866	12	handling	handling	NOUN
framr-4143	866	13	costs	cost	NOUN
framr-4143	866	14	and	and	CCONJ
framr-4143	866	15	operational	operational	ADJ
framr-4143	866	16	efficiency	efficiency	NOUN
framr-4143	866	17	.	.	PUNCT
framr-4143	867	1	international	international	ADJ
framr-4143	867	2	journal	journal	NOUN
framr-4143	867	3	of	of	ADP
framr-4143	867	4	advanced	advanced	ADJ
framr-4143	867	5	manufacturing	manufacturing	NOUN
framr-4143	867	6	technology	technology	NOUN
framr-4143	867	7	,	,	PUNCT
framr-4143	867	8	96(5	96(5	NUM
framr-4143	867	9	-	-	PUNCT
framr-4143	867	10	8)	8)	NUM
framr-4143	867	11	,	,	PUNCT
framr-4143	867	12	2013	2013	NUM
framr-4143	867	13	-	-	SYM
framr-4143	867	14	2026	2026	NUM
framr-4143	867	15	.	.	PUNCT
framr-4143	868	1	https://doi.org/10.1007/s00170-018-1992-4	https://doi.org/10.1007/s00170-018-1992-4	NUM
framr-4143	868	2	hangl	hangl	PROPN
framr-4143	868	3	,	,	PUNCT
framr-4143	868	4	j.	j.	PROPN
framr-4143	868	5	,	,	PUNCT
framr-4143	868	6	behrens	behrens	PROPN
framr-4143	868	7	,	,	PUNCT
framr-4143	868	8	v.	v.	PROPN
framr-4143	868	9	j.	j.	PROPN
framr-4143	868	10	,	,	PUNCT
framr-4143	868	11	&	&	CCONJ
framr-4143	868	12	krause	krause	PROPN
framr-4143	868	13	,	,	PUNCT
framr-4143	868	14	s.	s.	PROPN
framr-4143	868	15	(	(	PUNCT
framr-4143	868	16	2022	2022	NUM
framr-4143	868	17	)	)	PUNCT
framr-4143	868	18	.	.	PUNCT
framr-4143	869	1	barriers	barrier	NOUN
framr-4143	869	2	,	,	PUNCT
framr-4143	869	3	drivers	driver	NOUN
framr-4143	869	4	,	,	PUNCT
framr-4143	869	5	and	and	CCONJ
framr-4143	869	6	social	social	ADJ
framr-4143	869	7	considerations	consideration	NOUN
framr-4143	869	8	for	for	ADP
framr-4143	869	9	ai	ai	PRON
framr-4143	869	10	adoption	adoption	NOUN
framr-4143	869	11	in	in	ADP
framr-4143	869	12	supply	supply	NOUN
framr-4143	869	13	chain	chain	NOUN
framr-4143	869	14	management	management	NOUN
framr-4143	869	15	:	:	PUNCT
framr-4143	869	16	a	a	DET
framr-4143	869	17	tertiary	tertiary	ADJ
framr-4143	869	18	study	study	NOUN
framr-4143	869	19	.	.	PUNCT
framr-4143	870	1	logistics	logistic	NOUN
framr-4143	870	2	,	,	PUNCT
framr-4143	870	3	6(3	6(3	NUM
framr-4143	870	4	)	)	PUNCT
framr-4143	870	5	,	,	PUNCT
framr-4143	870	6	63	63	NUM
framr-4143	870	7	.	.	PUNCT
framr-4143	870	8	https://doi.org/10.3390/logistics6030063	https://doi.org/10.3390/logistics6030063	PROPN
framr-4143	870	9	hartley	hartley	PROPN
framr-4143	870	10	,	,	PUNCT
framr-4143	870	11	j.	j.	PROPN
framr-4143	870	12	l.	l.	PROPN
framr-4143	870	13	,	,	PUNCT
framr-4143	870	14	&	&	CCONJ
framr-4143	870	15	sawaya	sawaya	PROPN
framr-4143	870	16	,	,	PUNCT
framr-4143	870	17	w.	w.	PROPN
framr-4143	870	18	j.	j.	PROPN
framr-4143	870	19	(	(	PUNCT
framr-4143	870	20	2019	2019	NUM
framr-4143	870	21	)	)	PUNCT
framr-4143	870	22	.	.	PUNCT
framr-4143	871	1	tortoise	tortoise	PROPN
framr-4143	871	2	,	,	PUNCT
framr-4143	871	3	not	not	PART
framr-4143	871	4	the	the	DET
framr-4143	871	5	hare	hare	NOUN
framr-4143	871	6	:	:	PUNCT
framr-4143	871	7	digital	digital	ADJ
framr-4143	871	8	transformation	transformation	NOUN
framr-4143	871	9	of	of	ADP
framr-4143	871	10	supply	supply	NOUN
framr-4143	871	11	chain	chain	NOUN
framr-4143	871	12	business	business	NOUN
framr-4143	871	13	processes	process	NOUN
framr-4143	871	14	.	.	PUNCT
framr-4143	872	1	business	business	NOUN
framr-4143	872	2	horizons	horizon	NOUN
framr-4143	872	3	,	,	PUNCT
framr-4143	872	4	62(6	62(6	NOUN
framr-4143	872	5	)	)	PUNCT
framr-4143	872	6	,	,	PUNCT
framr-4143	872	7	707	707	NUM
framr-4143	872	8	-	-	SYM
framr-4143	872	9	715	715	NUM
framr-4143	872	10	.	.	PUNCT
framr-4143	873	1	harvard	harvard	PROPN
framr-4143	873	2	business	business	PROPN
framr-4143	873	3	review	review	PROPN
framr-4143	873	4	.	.	PUNCT
framr-4143	874	1	(	(	PUNCT
framr-4143	874	2	2020	2020	NUM
framr-4143	874	3	)	)	PUNCT
framr-4143	874	4	.	.	PUNCT
framr-4143	875	1	how	how	SCONJ
framr-4143	875	2	pepsico	pepsico	PROPN
framr-4143	875	3	uses	use	VERB
framr-4143	875	4	data	datum	NOUN
framr-4143	875	5	science	science	NOUN
framr-4143	875	6	to	to	PART
framr-4143	875	7	predict	predict	VERB
framr-4143	875	8	demand	demand	NOUN
framr-4143	875	9	.	.	PUNCT
framr-4143	876	1	retrieved	retrieve	VERB
framr-4143	876	2	from	from	ADP
framr-4143	876	3	https://www.hbr.org	https://www.hbr.org	PROPN
framr-4143	876	4	helo	helo	PROPN
framr-4143	876	5	,	,	PUNCT
framr-4143	876	6	p.	p.	PROPN
framr-4143	876	7	,	,	PUNCT
framr-4143	876	8	&	&	CCONJ
framr-4143	876	9	hao	hao	PROPN
framr-4143	876	10	,	,	PUNCT
framr-4143	876	11	y.	y.	PROPN
framr-4143	876	12	(	(	PUNCT
framr-4143	876	13	2022	2022	NUM
framr-4143	876	14	)	)	PUNCT
framr-4143	876	15	.	.	PUNCT
framr-4143	877	1	the	the	DET
framr-4143	877	2	impact	impact	NOUN
framr-4143	877	3	of	of	ADP
framr-4143	877	4	artificial	artificial	ADJ
framr-4143	877	5	intelligence	intelligence	NOUN
framr-4143	877	6	on	on	ADP
framr-4143	877	7	business	business	NOUN
framr-4143	877	8	and	and	CCONJ
framr-4143	877	9	supply	supply	NOUN
framr-4143	877	10	chain	chain	NOUN
framr-4143	877	11	innovation	innovation	NOUN
framr-4143	877	12	:	:	PUNCT
framr-4143	877	13	a	a	DET
framr-4143	877	14	review	review	NOUN
framr-4143	877	15	.	.	PUNCT
framr-4143	878	1	journal	journal	PROPN
framr-4143	878	2	of	of	ADP
framr-4143	878	3	supply	supply	NOUN
framr-4143	878	4	chain	chain	NOUN
framr-4143	878	5	management	management	NOUN
framr-4143	878	6	,	,	PUNCT
framr-4143	878	7	58(1	58(1	NUM
framr-4143	878	8	)	)	PUNCT
framr-4143	878	9	,	,	PUNCT
framr-4143	878	10	75	75	NUM
framr-4143	878	11	-	-	SYM
framr-4143	878	12	90	90	NUM
framr-4143	878	13	.	.	PUNCT
framr-4143	879	1	https://doi.org/10.1111/jscm.12251	https://doi.org/10.1111/jscm.12251	PROPN
framr-4143	879	2	hribar	hribar	PROPN
framr-4143	879	3	,	,	PUNCT
framr-4143	879	4	m.	m.	NOUN
framr-4143	879	5	,	,	PUNCT
framr-4143	879	6	pucihar	pucihar	NOUN
framr-4143	879	7	,	,	PUNCT
framr-4143	879	8	a.	a.	NOUN
framr-4143	879	9	,	,	PUNCT
framr-4143	879	10	&	&	CCONJ
framr-4143	879	11	rajh	rajh	PROPN
framr-4143	879	12	,	,	PUNCT
framr-4143	879	13	e.	e.	PROPN
framr-4143	879	14	(	(	PUNCT
framr-4143	879	15	2019	2019	NUM
framr-4143	879	16	)	)	PUNCT
framr-4143	879	17	.	.	PUNCT
framr-4143	880	1	the	the	DET
framr-4143	880	2	role	role	NOUN
framr-4143	880	3	of	of	ADP
framr-4143	880	4	data	datum	NOUN
framr-4143	880	5	science	science	NOUN
framr-4143	880	6	in	in	ADP
framr-4143	880	7	supply	supply	NOUN
framr-4143	880	8	chain	chain	NOUN
framr-4143	880	9	management	management	NOUN
framr-4143	880	10	:	:	PUNCT
framr-4143	880	11	insights	insight	NOUN
framr-4143	880	12	from	from	ADP
framr-4143	880	13	data	datum	NOUN
framr-4143	880	14	analytics	analytic	NOUN
framr-4143	880	15	for	for	ADP
framr-4143	880	16	forecasting	forecasting	NOUN
framr-4143	880	17	and	and	CCONJ
framr-4143	880	18	market	market	NOUN
framr-4143	880	19	prediction	prediction	NOUN
framr-4143	880	20	.	.	PUNCT
framr-4143	881	1	international	international	ADJ
framr-4143	881	2	journal	journal	PROPN
framr-4143	881	3	of	of	ADP
framr-4143	881	4	production	production	NOUN
framr-4143	881	5	economics	economic	NOUN
framr-4143	881	6	,	,	PUNCT
framr-4143	881	7	216	216	NUM
framr-4143	881	8	,	,	PUNCT
framr-4143	881	9	100	100	NUM
framr-4143	881	10	-	-	SYM
framr-4143	881	11	112	112	NUM
framr-4143	881	12	https://doi.org/10.1016/j.ijpe.2019.04.007	https://doi.org/10.1016/j.ijpe.2019.04.007	NOUN
framr-4143	881	13	ibm	ibm	PROPN
framr-4143	881	14	.	.	PUNCT
framr-4143	881	15	(	(	PUNCT
framr-4143	881	16	2020	2020	NUM
framr-4143	881	17	)	)	PUNCT
framr-4143	881	18	.	.	PUNCT
framr-4143	882	1	leveraging	leverage	VERB
framr-4143	882	2	data	datum	NOUN
framr-4143	882	3	science	science	NOUN
framr-4143	882	4	for	for	ADP
framr-4143	882	5	hazard	hazard	NOUN
framr-4143	882	6	assessment	assessment	NOUN
framr-4143	882	7	in	in	ADP
framr-4143	882	8	global	global	ADJ
framr-4143	882	9	supply	supply	NOUN
framr-4143	882	10	chains	chain	NOUN
framr-4143	882	11	.	.	PUNCT
framr-4143	883	1	retrieved	retrieve	VERB
framr-4143	883	2	from	from	ADP
framr-4143	883	3	https://www.ibm.com	https://www.ibm.com	PROPN
framr-4143	883	4	ibm	ibm	PROPN
framr-4143	883	5	.	.	PUNCT
framr-4143	884	1	(	(	PUNCT
framr-4143	884	2	2021	2021	NUM
framr-4143	884	3	)	)	PUNCT
framr-4143	884	4	.	.	PUNCT
framr-4143	885	1	predictive	predictive	ADJ
framr-4143	885	2	maintenance	maintenance	NOUN
framr-4143	885	3	powered	power	VERB
framr-4143	885	4	by	by	ADP
framr-4143	885	5	ai	ai	NOUN
framr-4143	885	6	:	:	PUNCT
framr-4143	885	7	minimizing	minimize	VERB
framr-4143	885	8	downtime	downtime	NOUN
framr-4143	885	9	and	and	CCONJ
framr-4143	885	10	maintenance	maintenance	NOUN
framr-4143	885	11	costs	cost	NOUN
framr-4143	885	12	.	.	PUNCT
framr-4143	886	1	retrieved	retrieve	VERB
framr-4143	886	2	from	from	ADP
framr-4143	886	3	https://www.ibm.com	https://www.ibm.com	PROPN
framr-4143	886	4	intel	intel	PROPN
framr-4143	886	5	.	.	PUNCT
framr-4143	887	1	(	(	PUNCT
framr-4143	887	2	2021	2021	NUM
framr-4143	887	3	)	)	PUNCT
framr-4143	887	4	.	.	PUNCT
framr-4143	888	1	using	use	VERB
framr-4143	888	2	machine	machine	NOUN
framr-4143	888	3	learning	learning	NOUN
framr-4143	888	4	for	for	ADP
framr-4143	888	5	supplier	supplier	NOUN
framr-4143	888	6	administration	administration	NOUN
framr-4143	888	7	and	and	CCONJ
framr-4143	888	8	selection	selection	NOUN
framr-4143	888	9	.	.	PUNCT
framr-4143	889	1	retrieved	retrieve	VERB
framr-4143	889	2	from	from	ADP
framr-4143	889	3	https://www.intel.com	https://www.intel.com	X
framr-4143	889	4	islam	islam	PROPN
framr-4143	889	5	,	,	PUNCT
framr-4143	889	6	s.	s.	PROPN
framr-4143	889	7	,	,	PUNCT
framr-4143	889	8	&	&	CCONJ
framr-4143	889	9	amin	amin	PROPN
framr-4143	889	10	,	,	PUNCT
framr-4143	889	11	s.	s.	PROPN
framr-4143	889	12	h.	h.	PROPN
framr-4143	889	13	(	(	PUNCT
framr-4143	889	14	2020	2020	NUM
framr-4143	889	15	)	)	PUNCT
framr-4143	889	16	.	.	PUNCT
framr-4143	890	1	prediction	prediction	NOUN
framr-4143	890	2	of	of	ADP
framr-4143	890	3	probable	probable	ADJ
framr-4143	890	4	backorder	backorder	NOUN
framr-4143	890	5	scenarios	scenario	NOUN
framr-4143	890	6	in	in	ADP
framr-4143	890	7	the	the	DET
framr-4143	890	8	supply	supply	NOUN
framr-4143	890	9	chain	chain	NOUN
framr-4143	890	10	using	use	VERB
framr-4143	890	11	distributed	distribute	VERB
framr-4143	890	12	random	random	ADJ
framr-4143	890	13	forest	forest	NOUN
framr-4143	890	14	and	and	CCONJ
framr-4143	890	15	gradient	gradient	NOUN
framr-4143	890	16	boosting	boost	VERB
framr-4143	890	17	machine	machine	NOUN
framr-4143	890	18	learning	learn	VERB
framr-4143	890	19	techniques	technique	NOUN
framr-4143	890	20	.	.	PUNCT
framr-4143	891	1	journal	journal	NOUN
framr-4143	891	2	of	of	ADP
framr-4143	891	3	big	big	ADJ
framr-4143	891	4	data	datum	NOUN
framr-4143	891	5	,	,	PUNCT
framr-4143	891	6	7(1	7(1	NUM
framr-4143	891	7	)	)	PUNCT
framr-4143	891	8	,	,	PUNCT
framr-4143	891	9	65	65	NUM
framr-4143	891	10	.	.	PUNCT
framr-4143	892	1	https://doi.org/10.1007/s00170-01903942-9	https://doi.org/10.1007/s00170-01903942-9	NOUN
framr-4143	892	2	ivanov	ivanov	PROPN
framr-4143	892	3	,	,	PUNCT
framr-4143	892	4	d.	d.	PROPN
framr-4143	892	5	,	,	PUNCT
framr-4143	892	6	&	&	CCONJ
framr-4143	892	7	dolgui	dolgui	PROPN
framr-4143	892	8	,	,	PUNCT
framr-4143	892	9	a.	a.	NOUN
framr-4143	892	10	(	(	PUNCT
framr-4143	892	11	2021	2021	NUM
framr-4143	892	12	)	)	PUNCT
framr-4143	892	13	.	.	PUNCT
framr-4143	893	1	a	a	DET
framr-4143	893	2	digital	digital	ADJ
framr-4143	893	3	supply	supply	NOUN
framr-4143	893	4	chain	chain	NOUN
framr-4143	893	5	twin	twin	NOUN
framr-4143	893	6	for	for	ADP
framr-4143	893	7	managing	manage	VERB
framr-4143	893	8	the	the	DET
framr-4143	893	9	disruption	disruption	NOUN
framr-4143	893	10	risks	risk	NOUN
framr-4143	893	11	and	and	CCONJ
framr-4143	893	12	resilience	resilience	NOUN
framr-4143	893	13	in	in	ADP
framr-4143	893	14	the	the	DET
framr-4143	893	15	era	era	NOUN
framr-4143	893	16	of	of	ADP
framr-4143	893	17	industry	industry	NOUN
framr-4143	893	18	4.0	4.0	NUM
framr-4143	893	19	.	.	PUNCT
framr-4143	894	1	production	production	NOUN
framr-4143	894	2	planning	planning	NOUN
framr-4143	894	3	&	&	CCONJ
framr-4143	894	4	control	control	PROPN
framr-4143	894	5	,	,	PUNCT
framr-4143	894	6	32(9	32(9	NUM
framr-4143	894	7	)	)	PUNCT
framr-4143	894	8	,	,	PUNCT
framr-4143	894	9	775	775	NUM
framr-4143	894	10	-	-	SYM
framr-4143	894	11	788	788	NUM
framr-4143	894	12	.	.	PUNCT
framr-4143	895	1	https://doi.org/10.1080/09537287.2020.1768450	https://doi.org/10.1080/09537287.2020.1768450	VERB
framr-4143	895	2	jafari	jafari	ADJ
framr-4143	895	3	,	,	PUNCT
framr-4143	895	4	t.	t.	PROPN
framr-4143	895	5	,	,	PUNCT
framr-4143	895	6	zarei	zarei	ADV
framr-4143	895	7	,	,	PUNCT
framr-4143	895	8	a.	a.	PROPN
framr-4143	895	9	,	,	PUNCT
framr-4143	895	10	azar	azar	PROPN
framr-4143	895	11	,	,	PUNCT
framr-4143	895	12	a.	a.	PROPN
framr-4143	895	13	,	,	PUNCT
framr-4143	895	14	&	&	CCONJ
framr-4143	895	15	moghaddam	moghaddam	NOUN
framr-4143	895	16	,	,	PUNCT
framr-4143	895	17	a.	a.	NOUN
framr-4143	895	18	(	(	PUNCT
framr-4143	895	19	2023	2023	NUM
framr-4143	895	20	)	)	PUNCT
framr-4143	895	21	.	.	PUNCT
framr-4143	896	1	the	the	DET
framr-4143	896	2	impact	impact	NOUN
framr-4143	896	3	of	of	ADP
framr-4143	896	4	business	business	NOUN
framr-4143	896	5	intelligence	intelligence	NOUN
framr-4143	896	6	on	on	ADP
framr-4143	896	7	supply	supply	NOUN
framr-4143	896	8	chain	chain	NOUN
framr-4143	896	9	performance	performance	NOUN
framr-4143	896	10	with	with	ADP
framr-4143	896	11	emphasis	emphasis	NOUN
framr-4143	896	12	on	on	ADP
framr-4143	896	13	integration	integration	NOUN
framr-4143	896	14	and	and	CCONJ
framr-4143	896	15	agility	agility	NOUN
framr-4143	896	16	–	–	PUNCT
framr-4143	896	17	a	a	DET
framr-4143	896	18	mixed	mixed	ADJ
framr-4143	896	19	research	research	NOUN
framr-4143	896	20	approach	approach	NOUN
framr-4143	896	21	.	.	PUNCT
framr-4143	897	1	international	international	ADJ
framr-4143	897	2	journal	journal	PROPN
framr-4143	897	3	of	of	ADP
framr-4143	897	4	productivity	productivity	NOUN
framr-4143	897	5	and	and	CCONJ
framr-4143	897	6	performance	performance	NOUN
framr-4143	897	7	management	management	NOUN
framr-4143	897	8	,	,	PUNCT
framr-4143	897	9	72(5	72(5	NOUN
framr-4143	897	10	)	)	PUNCT
framr-4143	897	11	,	,	PUNCT
framr-4143	897	12	1445	1445	NUM
framr-4143	897	13	-	-	SYM
framr-4143	897	14	1478	1478	NUM
framr-4143	897	15	.	.	PUNCT
framr-4143	898	1	https://doi.org/10.1108/ijppm-09-2021-0511	https://doi.org/10.1108/ijppm-09-2021-0511	PROPN
framr-4143	898	2	jourdan	jourdan	PROPN
framr-4143	898	3	,	,	PUNCT
framr-4143	898	4	z.	z.	PROPN
framr-4143	898	5	,	,	PUNCT
framr-4143	898	6	rainer	rainer	PROPN
framr-4143	898	7	,	,	PUNCT
framr-4143	898	8	e.	e.	PROPN
framr-4143	898	9	m.	m.	PROPN
framr-4143	898	10	,	,	PUNCT
framr-4143	898	11	&	&	CCONJ
framr-4143	898	12	klein	klein	PROPN
framr-4143	898	13	,	,	PUNCT
framr-4143	898	14	h.	h.	PROPN
framr-4143	898	15	k.	k.	PROPN
framr-4143	898	16	(	(	PUNCT
framr-4143	898	17	2008	2008	NUM
framr-4143	898	18	)	)	PUNCT
framr-4143	898	19	.	.	PUNCT
framr-4143	899	1	business	business	NOUN
framr-4143	899	2	intelligence	intelligence	NOUN
framr-4143	899	3	:	:	PUNCT
framr-4143	899	4	a	a	DET
framr-4143	899	5	case	case	NOUN
framr-4143	899	6	for	for	ADP
framr-4143	899	7	the	the	DET
framr-4143	899	8	'	'	PUNCT
framr-4143	899	9	architecture	architecture	NOUN
framr-4143	899	10	of	of	ADP
framr-4143	899	11	decisions	decision	NOUN
framr-4143	899	12	'	'	PART
framr-4143	899	13	.	.	PUNCT
framr-4143	900	1	communications	communication	NOUN
framr-4143	900	2	of	of	ADP
framr-4143	900	3	the	the	DET
framr-4143	900	4	association	association	NOUN
framr-4143	900	5	for	for	ADP
framr-4143	900	6	information	information	NOUN
framr-4143	900	7	systems	system	NOUN
framr-4143	900	8	,	,	PUNCT
framr-4143	900	9	23(1	23(1	NUM
framr-4143	900	10	)	)	PUNCT
framr-4143	900	11	,	,	PUNCT
framr-4143	900	12	10	10	NUM
framr-4143	900	13	-	-	SYM
framr-4143	900	14	23	23	NUM
framr-4143	900	15	.	.	PUNCT
framr-4143	901	1	https://doi.org/10.17705/1cais.02312	https://doi.org/10.17705/1cais.02312	PROPN
framr-4143	901	2	kamau	kamau	PROPN
framr-4143	901	3	,	,	PUNCT
framr-4143	901	4	c.	c.	PROPN
framr-4143	901	5	g.	g.	PROPN
framr-4143	901	6	,	,	PUNCT
framr-4143	901	7	&	&	CCONJ
framr-4143	901	8	murori	murori	ADV
framr-4143	901	9	,	,	PUNCT
framr-4143	901	10	c.	c.	PROPN
framr-4143	901	11	k.	k.	PROPN
framr-4143	901	12	(	(	PUNCT
framr-4143	901	13	2024	2024	NUM
framr-4143	901	14	)	)	PUNCT
framr-4143	901	15	.	.	PUNCT
framr-4143	902	1	characteristics	characteristic	NOUN
framr-4143	902	2	of	of	ADP
framr-4143	902	3	creative	creative	ADJ
framr-4143	902	4	accounting	accounting	NOUN
framr-4143	902	5	:	:	PUNCT
framr-4143	902	6	a	a	DET
framr-4143	902	7	multifaceted	multifaceted	ADJ
framr-4143	902	8	literature	literature	NOUN
framr-4143	902	9	analysis	analysis	NOUN
framr-4143	902	10	.	.	PUNCT
framr-4143	903	1	world	world	PROPN
framr-4143	903	2	journal	journal	PROPN
framr-4143	903	3	of	of	ADP
framr-4143	903	4	advanced	advanced	ADJ
framr-4143	903	5	research	research	NOUN
framr-4143	903	6	and	and	CCONJ
framr-4143	903	7	reviews	review	NOUN
framr-4143	903	8	,	,	PUNCT
framr-4143	903	9	23(1	23(1	NUM
framr-4143	903	10	)	)	PUNCT
framr-4143	903	11	,	,	PUNCT
framr-4143	903	12	2035	2035	NUM
framr-4143	903	13	-	-	SYM
framr-4143	903	14	2043	2043	NUM
framr-4143	903	15	.	.	PUNCT
framr-4143	904	1	https://doi.org/10.30574/wjarr.2024.23.1.2177	https://doi.org/10.30574/wjarr.2024.23.1.2177	NUM
framr-4143	904	2	https://www.gartner.com/	https://www.gartner.com/	PROPN
framr-4143	904	3	https://www.gartner.com/	https://www.gartner.com/	PROPN
framr-4143	904	4	https://www.gartner.com/	https://www.gartner.com/	PROPN
framr-4143	904	5	https://www.gartner.com/	https://www.gartner.com/	PROPN
framr-4143	904	6	https://www.gartner.com/en/supply-chain	https://www.gartner.com/en/supply-chain	X
framr-4143	904	7	https://www.gartner.com/en/supply-chain	https://www.gartner.com/en/supply-chain	X
framr-4143	904	8	https://www.gartner.com/	https://www.gartner.com/	PROPN
framr-4143	904	9	https://www.gartner.com/	https://www.gartner.com/	PROPN
framr-4143	904	10	https://www.gehealthcare.com/	https://www.gehealthcare.com/	VERB
framr-4143	904	11	https://doi.org/10.1016/j.ijpe.2020.107956	https://doi.org/10.1016/j.ijpe.2020.107956	PROPN
framr-4143	904	12	https://doi.org/10.1007/s00170-018-1992-4	https://doi.org/10.1007/s00170-018-1992-4	NUM
framr-4143	904	13	https://doi.org/10.3390/logistics6030063	https://doi.org/10.3390/logistics6030063	VERB
framr-4143	904	14	https://www.hbr.org/	https://www.hbr.org/	PROPN
framr-4143	904	15	https://doi.org/10.1111/jscm.12251	https://doi.org/10.1111/jscm.12251	PROPN
framr-4143	904	16	https://doi.org/10.1016/j.ijpe.2019.04.007	https://doi.org/10.1016/j.ijpe.2019.04.007	PROPN
framr-4143	904	17	https://www.ibm.com/	https://www.ibm.com/	PROPN
framr-4143	904	18	https://www.ibm.com/	https://www.ibm.com/	PROPN
framr-4143	904	19	https://www.intel.com/	https://www.intel.com/	NOUN
framr-4143	904	20	https://doi.org/10.1007/s00170-019-03942-9	https://doi.org/10.1007/s00170-019-03942-9	NUM
framr-4143	904	21	https://doi.org/10.1007/s00170-019-03942-9	https://doi.org/10.1007/s00170-019-03942-9	NOUN
framr-4143	905	1	https://doi.org/10.1080/09537287.2020.1768450	https://doi.org/10.1080/09537287.2020.1768450	VERB
framr-4143	905	2	https://doi.org/10.1108/ijppm-09-2021-0511	https://doi.org/10.1108/ijppm-09-2021-0511	NOUN
framr-4143	905	3	https://doi.org/10.17705/1cais.02312	https://doi.org/10.17705/1cais.02312	PROPN
framr-4143	905	4	https://doi.org/10.30574/wjarr.2024.23.1.2177	https://doi.org/10.30574/wjarr.2024.23.1.2177	NUM
framr-4143	905	5	financial	financial	ADJ
framr-4143	905	6	risk	risk	NOUN
framr-4143	905	7	and	and	CCONJ
framr-4143	905	8	management	management	NOUN
framr-4143	905	9	reviews	review	NOUN
framr-4143	905	10	,	,	PUNCT
framr-4143	905	11	2025	2025	NUM
framr-4143	905	12	,	,	PUNCT
framr-4143	905	13	11(1	11(1	NUM
framr-4143	905	14	):	):	PUNCT
framr-4143	905	15	72	72	NUM
framr-4143	905	16	-	-	SYM
framr-4143	905	17	102	102	NUM
framr-4143	905	18	99	99	NUM
framr-4143	905	19	©	©	PROPN
framr-4143	905	20	2025	2025	NUM
framr-4143	905	21	conscientia	conscientia	PROPN
framr-4143	905	22	beam	beam	PROPN
framr-4143	905	23	.	.	PUNCT
framr-4143	906	1	all	all	DET
framr-4143	906	2	rights	right	NOUN
framr-4143	906	3	reserved	reserve	VERB
framr-4143	906	4	.	.	PUNCT
framr-4143	907	1	kamble	kamble	PROPN
framr-4143	907	2	,	,	PUNCT
framr-4143	907	3	s.	s.	PROPN
framr-4143	907	4	s.	s.	PROPN
framr-4143	907	5	,	,	PUNCT
framr-4143	907	6	gunasekaran	gunasekaran	NOUN
framr-4143	907	7	,	,	PUNCT
framr-4143	907	8	a.	a.	NOUN
framr-4143	907	9	,	,	PUNCT
framr-4143	907	10	&	&	CCONJ
framr-4143	907	11	sharma	sharma	PROPN
framr-4143	907	12	,	,	PUNCT
framr-4143	907	13	r.	r.	PROPN
framr-4143	907	14	(	(	PUNCT
framr-4143	907	15	2019	2019	NUM
framr-4143	907	16	)	)	PUNCT
framr-4143	907	17	.	.	PUNCT
framr-4143	908	1	modeling	model	VERB
framr-4143	908	2	the	the	DET
framr-4143	908	3	green	green	ADJ
framr-4143	908	4	supply	supply	NOUN
framr-4143	908	5	chain	chain	NOUN
framr-4143	908	6	management	management	NOUN
framr-4143	908	7	practices	practice	NOUN
framr-4143	908	8	in	in	ADP
framr-4143	908	9	the	the	DET
framr-4143	908	10	context	context	NOUN
framr-4143	908	11	of	of	ADP
framr-4143	908	12	rfid	rfid	ADJ
framr-4143	908	13	technology	technology	NOUN
framr-4143	908	14	:	:	PUNCT
framr-4143	908	15	a	a	DET
framr-4143	908	16	structural	structural	ADJ
framr-4143	908	17	equation	equation	NOUN
framr-4143	908	18	approach	approach	NOUN
framr-4143	908	19	.	.	PUNCT
framr-4143	909	1	international	international	ADJ
framr-4143	909	2	journal	journal	PROPN
framr-4143	909	3	of	of	ADP
framr-4143	909	4	production	production	NOUN
framr-4143	909	5	economics	economic	NOUN
framr-4143	909	6	,	,	PUNCT
framr-4143	909	7	211	211	NUM
framr-4143	909	8	,	,	PUNCT
framr-4143	909	9	1	1	NUM
framr-4143	909	10	-	-	SYM
framr-4143	909	11	12	12	NUM
framr-4143	909	12	.	.	PUNCT
framr-4143	910	1	https://doi.org/10.1016/j.ijpe.2019.01.008	https://doi.org/10.1016/j.ijpe.2019.01.008	NOUN
framr-4143	910	2	kamley	kamley	PROPN
framr-4143	910	3	,	,	PUNCT
framr-4143	910	4	n.	n.	PROPN
framr-4143	910	5	,	,	PUNCT
framr-4143	910	6	prakash	prakash	PROPN
framr-4143	910	7	,	,	PUNCT
framr-4143	910	8	a.	a.	PROPN
framr-4143	910	9	,	,	PUNCT
framr-4143	910	10	&	&	CCONJ
framr-4143	910	11	karan	karan	PROPN
framr-4143	910	12	,	,	PUNCT
framr-4143	910	13	k.	k.	PROPN
framr-4143	910	14	(	(	PUNCT
framr-4143	910	15	2016	2016	NUM
framr-4143	910	16	)	)	PUNCT
framr-4143	910	17	.	.	PUNCT
framr-4143	911	1	business	business	NOUN
framr-4143	911	2	data	data	PROPN
framr-4143	911	3	analytics	analytic	NOUN
framr-4143	911	4	and	and	CCONJ
framr-4143	911	5	data	datum	NOUN
framr-4143	911	6	science	science	NOUN
framr-4143	911	7	for	for	ADP
framr-4143	911	8	supply	supply	NOUN
framr-4143	911	9	chain	chain	NOUN
framr-4143	911	10	management	management	NOUN
framr-4143	911	11	:	:	PUNCT
framr-4143	911	12	a	a	DET
framr-4143	911	13	competitive	competitive	ADJ
framr-4143	911	14	edge	edge	NOUN
framr-4143	911	15	approach	approach	NOUN
framr-4143	911	16	.	.	PUNCT
framr-4143	912	1	international	international	ADJ
framr-4143	912	2	journal	journal	PROPN
framr-4143	912	3	of	of	ADP
framr-4143	912	4	logistics	logistic	NOUN
framr-4143	912	5	research	research	NOUN
framr-4143	912	6	and	and	CCONJ
framr-4143	912	7	applications	application	NOUN
framr-4143	912	8	,	,	PUNCT
framr-4143	912	9	19(5	19(5	NUM
framr-4143	912	10	)	)	PUNCT
framr-4143	912	11	,	,	PUNCT
framr-4143	912	12	435	435	NUM
framr-4143	912	13	-	-	SYM
framr-4143	912	14	446	446	NUM
framr-4143	912	15	.	.	PUNCT
framr-4143	913	1	https://doi.org/10.1080/13675567.2016.1183159	https://doi.org/10.1080/13675567.2016.1183159	PROPN
framr-4143	913	2	karmaker	karmaker	PROPN
framr-4143	913	3	,	,	PUNCT
framr-4143	913	4	c.	c.	PROPN
framr-4143	913	5	l.	l.	PROPN
framr-4143	913	6	,	,	PUNCT
framr-4143	913	7	ahmed	ahmed	PROPN
framr-4143	913	8	,	,	PUNCT
framr-4143	913	9	t.	t.	PROPN
framr-4143	913	10	,	,	PUNCT
framr-4143	913	11	ahmed	ahmed	PROPN
framr-4143	913	12	,	,	PUNCT
framr-4143	913	13	s.	s.	PROPN
framr-4143	913	14	,	,	PUNCT
framr-4143	913	15	ali	ali	PROPN
framr-4143	913	16	,	,	PUNCT
framr-4143	913	17	s.	s.	PROPN
framr-4143	913	18	m.	m.	PROPN
framr-4143	913	19	,	,	PUNCT
framr-4143	913	20	moktadir	moktadir	ADJ
framr-4143	913	21	,	,	PUNCT
framr-4143	913	22	m.	m.	NOUN
framr-4143	913	23	a.	a.	PROPN
framr-4143	913	24	,	,	PUNCT
framr-4143	913	25	&	&	CCONJ
framr-4143	913	26	kabir	kabir	PROPN
framr-4143	913	27	,	,	PUNCT
framr-4143	913	28	g.	g.	PROPN
framr-4143	913	29	(	(	PUNCT
framr-4143	913	30	2021	2021	NUM
framr-4143	913	31	)	)	PUNCT
framr-4143	913	32	.	.	PUNCT
framr-4143	914	1	improving	improve	VERB
framr-4143	914	2	supply	supply	NOUN
framr-4143	914	3	chain	chain	NOUN
framr-4143	914	4	sustainability	sustainability	NOUN
framr-4143	914	5	in	in	ADP
framr-4143	914	6	the	the	DET
framr-4143	914	7	context	context	NOUN
framr-4143	914	8	of	of	ADP
framr-4143	914	9	covid-19	covid-19	PROPN
framr-4143	914	10	pandemic	pandemic	ADJ
framr-4143	914	11	in	in	ADP
framr-4143	914	12	an	an	DET
framr-4143	914	13	emerging	emerge	VERB
framr-4143	914	14	economy	economy	NOUN
framr-4143	914	15	:	:	PUNCT
framr-4143	914	16	exploring	explore	VERB
framr-4143	914	17	drivers	driver	NOUN
framr-4143	914	18	using	use	VERB
framr-4143	914	19	an	an	DET
framr-4143	914	20	integrated	integrated	ADJ
framr-4143	914	21	model	model	NOUN
framr-4143	914	22	.	.	PUNCT
framr-4143	915	1	sustainable	sustainable	ADJ
framr-4143	915	2	production	production	NOUN
framr-4143	915	3	and	and	CCONJ
framr-4143	915	4	consumption	consumption	NOUN
framr-4143	915	5	,	,	PUNCT
framr-4143	915	6	26	26	NUM
framr-4143	915	7	,	,	PUNCT
framr-4143	915	8	411	411	NUM
framr-4143	915	9	-	-	SYM
framr-4143	915	10	427	427	NUM
framr-4143	915	11	.	.	PUNCT
framr-4143	916	1	karpova	karpova	PROPN
framr-4143	916	2	,	,	PUNCT
framr-4143	916	3	n.	n.	PROPN
framr-4143	916	4	p.	p.	PROPN
framr-4143	916	5	(	(	PUNCT
framr-4143	916	6	2022	2022	NUM
framr-4143	916	7	)	)	PUNCT
framr-4143	916	8	.	.	PUNCT
framr-4143	917	1	modern	modern	ADJ
framr-4143	917	2	warehouse	warehouse	NOUN
framr-4143	917	3	management	management	NOUN
framr-4143	917	4	systems	system	NOUN
framr-4143	917	5	.	.	PUNCT
framr-4143	918	1	in	in	ADP
framr-4143	918	2	digital	digital	ADJ
framr-4143	918	3	technologies	technology	NOUN
framr-4143	918	4	in	in	ADP
framr-4143	918	5	the	the	DET
framr-4143	918	6	new	new	ADJ
framr-4143	918	7	socio	socio	NOUN
framr-4143	918	8	-	-	PUNCT
framr-4143	918	9	economic	economic	ADJ
framr-4143	918	10	reality	reality	NOUN
framr-4143	918	11	.	.	PUNCT
framr-4143	919	1	in	in	ADP
framr-4143	919	2	(	(	PUNCT
framr-4143	919	3	pp	pp	ADJ
framr-4143	919	4	.	.	PUNCT
framr-4143	919	5	261	261	NUM
framr-4143	919	6	-	-	SYM
framr-4143	919	7	267	267	NUM
framr-4143	919	8	)	)	PUNCT
framr-4143	919	9	.	.	PUNCT
framr-4143	920	1	cham	cham	PROPN
framr-4143	920	2	,	,	PUNCT
framr-4143	920	3	switzerland	switzerland	PROPN
framr-4143	920	4	:	:	PUNCT
framr-4143	920	5	springer	springer	NOUN
framr-4143	920	6	international	international	ADJ
framr-4143	920	7	publishing	publishing	NOUN
framr-4143	920	8	.	.	PUNCT
framr-4143	921	1	kazancoglu	kazancoglu	PROPN
framr-4143	921	2	,	,	PUNCT
framr-4143	921	3	i.	i.	PROPN
framr-4143	921	4	,	,	PUNCT
framr-4143	921	5	ozbiltekin	ozbiltekin	NOUN
framr-4143	921	6	-	-	PUNCT
framr-4143	921	7	pala	pala	NOUN
framr-4143	921	8	,	,	PUNCT
framr-4143	921	9	m.	m.	NOUN
framr-4143	921	10	,	,	PUNCT
framr-4143	921	11	mangla	mangla	PROPN
framr-4143	921	12	,	,	PUNCT
framr-4143	921	13	s.	s.	PROPN
framr-4143	921	14	k.	k.	PROPN
framr-4143	921	15	,	,	PUNCT
framr-4143	921	16	kumar	kumar	PROPN
framr-4143	921	17	,	,	PUNCT
framr-4143	921	18	a.	a.	PROPN
framr-4143	921	19	,	,	PUNCT
framr-4143	921	20	&	&	CCONJ
framr-4143	921	21	kazancoglu	kazancoglu	PROPN
framr-4143	921	22	,	,	PUNCT
framr-4143	921	23	y.	y.	PROPN
framr-4143	921	24	(	(	PUNCT
framr-4143	921	25	2023	2023	NUM
framr-4143	921	26	)	)	PUNCT
framr-4143	921	27	.	.	PUNCT
framr-4143	922	1	using	use	VERB
framr-4143	922	2	emerging	emerge	VERB
framr-4143	922	3	technologies	technology	NOUN
framr-4143	922	4	to	to	PART
framr-4143	922	5	improve	improve	VERB
framr-4143	922	6	the	the	DET
framr-4143	922	7	sustainability	sustainability	NOUN
framr-4143	922	8	and	and	CCONJ
framr-4143	922	9	resilience	resilience	NOUN
framr-4143	922	10	of	of	ADP
framr-4143	922	11	supply	supply	NOUN
framr-4143	922	12	chains	chain	NOUN
framr-4143	922	13	in	in	ADP
framr-4143	922	14	a	a	DET
framr-4143	922	15	fuzzy	fuzzy	ADJ
framr-4143	922	16	environment	environment	NOUN
framr-4143	922	17	in	in	ADP
framr-4143	922	18	the	the	DET
framr-4143	922	19	context	context	NOUN
framr-4143	922	20	of	of	ADP
framr-4143	922	21	covid-19	covid-19	PROPN
framr-4143	922	22	.	.	PUNCT
framr-4143	922	23	annals	annal	NOUN
framr-4143	922	24	of	of	ADP
framr-4143	922	25	operations	operation	NOUN
framr-4143	922	26	research	research	NOUN
framr-4143	922	27	,	,	PUNCT
framr-4143	922	28	322(1	322(1	NUM
framr-4143	922	29	)	)	PUNCT
framr-4143	922	30	,	,	PUNCT
framr-4143	922	31	217	217	NUM
framr-4143	922	32	-	-	SYM
framr-4143	922	33	240	240	NUM
framr-4143	922	34	.	.	PUNCT
framr-4143	923	1	https://doi.org/10.1007/s10479-022-04775-4	https://doi.org/10.1007/s10479-022-04775-4	PROPN
framr-4143	923	2	keurulainen	keurulainen	NOUN
framr-4143	923	3	,	,	PUNCT
framr-4143	923	4	s.	s.	PROPN
framr-4143	923	5	(	(	PUNCT
framr-4143	923	6	2024	2024	NUM
framr-4143	923	7	)	)	PUNCT
framr-4143	923	8	.	.	PUNCT
framr-4143	924	1	big	big	ADJ
framr-4143	924	2	data	datum	NOUN
framr-4143	924	3	analytics	analytic	NOUN
framr-4143	924	4	as	as	ADP
framr-4143	924	5	a	a	DET
framr-4143	924	6	driver	driver	NOUN
framr-4143	924	7	in	in	ADP
framr-4143	924	8	supply	supply	NOUN
framr-4143	924	9	chain	chain	NOUN
framr-4143	924	10	risk	risk	NOUN
framr-4143	924	11	management	management	NOUN
framr-4143	924	12	process	process	NOUN
framr-4143	924	13	.	.	PUNCT
framr-4143	925	1	khakpour	khakpour	PROPN
framr-4143	925	2	,	,	PUNCT
framr-4143	925	3	a.	a.	NOUN
framr-4143	925	4	,	,	PUNCT
framr-4143	925	5	colomo	colomo	NOUN
framr-4143	925	6	-	-	PUNCT
framr-4143	925	7	palacios	palacio	NOUN
framr-4143	925	8	,	,	PUNCT
framr-4143	925	9	r.	r.	PROPN
framr-4143	925	10	,	,	PUNCT
framr-4143	925	11	&	&	CCONJ
framr-4143	925	12	martini	martini	PROPN
framr-4143	925	13	,	,	PUNCT
framr-4143	925	14	a.	a.	NOUN
framr-4143	925	15	(	(	PUNCT
framr-4143	925	16	2021	2021	NUM
framr-4143	925	17	)	)	PUNCT
framr-4143	925	18	.	.	PUNCT
framr-4143	926	1	visual	visual	ADJ
framr-4143	926	2	analytics	analytic	NOUN
framr-4143	926	3	for	for	ADP
framr-4143	926	4	decision	decision	NOUN
framr-4143	926	5	support	support	NOUN
framr-4143	926	6	:	:	PUNCT
framr-4143	926	7	a	a	DET
framr-4143	926	8	supply	supply	NOUN
framr-4143	926	9	chain	chain	NOUN
framr-4143	926	10	perspective	perspective	NOUN
framr-4143	926	11	.	.	PUNCT
framr-4143	927	1	ieee	ieee	NOUN
framr-4143	927	2	access	access	NOUN
framr-4143	927	3	,	,	PUNCT
framr-4143	927	4	9	9	NUM
framr-4143	927	5	,	,	PUNCT
framr-4143	927	6	81326	81326	NUM
framr-4143	927	7	-	-	SYM
framr-4143	927	8	81344	81344	NUM
framr-4143	927	9	.	.	PUNCT
framr-4143	928	1	kirtane	kirtane	PROPN
framr-4143	928	2	,	,	PUNCT
framr-4143	928	3	a.	a.	PROPN
framr-4143	928	4	,	,	PUNCT
framr-4143	928	5	tiwari	tiwari	PROPN
framr-4143	928	6	,	,	PUNCT
framr-4143	928	7	a.	a.	NOUN
framr-4143	928	8	,	,	PUNCT
framr-4143	928	9	lalwani	lalwani	PROPN
framr-4143	928	10	,	,	PUNCT
framr-4143	928	11	y.	y.	PROPN
framr-4143	928	12	,	,	PUNCT
framr-4143	928	13	sood	sood	PROPN
framr-4143	928	14	,	,	PUNCT
framr-4143	928	15	j.	j.	PROPN
framr-4143	928	16	,	,	PUNCT
framr-4143	928	17	pasha	pasha	PROPN
framr-4143	928	18	,	,	PUNCT
framr-4143	928	19	a.	a.	PROPN
framr-4143	928	20	,	,	PUNCT
framr-4143	928	21	&	&	CCONJ
framr-4143	928	22	hisham	hisham	PROPN
framr-4143	928	23	,	,	PUNCT
framr-4143	928	24	m.	m.	NOUN
framr-4143	928	25	(	(	PUNCT
framr-4143	928	26	2024	2024	NUM
framr-4143	928	27	)	)	PUNCT
framr-4143	928	28	.	.	PUNCT
framr-4143	929	1	supply	supply	NOUN
framr-4143	929	2	chain	chain	NOUN
framr-4143	929	3	visualization	visualization	NOUN
framr-4143	929	4	and	and	CCONJ
framr-4143	929	5	optimization	optimization	NOUN
framr-4143	929	6	using	use	VERB
framr-4143	929	7	machine	machine	NOUN
framr-4143	929	8	learning	learning	NOUN
framr-4143	929	9	.	.	PUNCT
framr-4143	930	1	paper	paper	NOUN
framr-4143	930	2	presented	present	VERB
framr-4143	930	3	at	at	ADP
framr-4143	930	4	the	the	DET
framr-4143	930	5	2024	2024	NUM
framr-4143	930	6	ieee	ieee	NOUN
framr-4143	930	7	9th	9th	ADJ
framr-4143	930	8	international	international	ADJ
framr-4143	930	9	conference	conference	NOUN
framr-4143	930	10	for	for	ADP
framr-4143	930	11	convergence	convergence	NOUN
framr-4143	930	12	in	in	ADP
framr-4143	930	13	technology	technology	NOUN
framr-4143	930	14	(	(	PUNCT
framr-4143	930	15	i2ct	i2ct	X
framr-4143	930	16	)	)	PUNCT
framr-4143	930	17	(	(	PUNCT
framr-4143	930	18	pp	pp	X
framr-4143	930	19	.	.	PUNCT
framr-4143	931	1	1	1	NUM
framr-4143	931	2	-	-	SYM
framr-4143	931	3	7	7	NUM
framr-4143	931	4	)	)	PUNCT
framr-4143	931	5	.	.	PUNCT
framr-4143	932	1	ieee	ieee	PROPN
framr-4143	932	2	.	.	PUNCT
framr-4143	933	1	kotu	kotu	PROPN
framr-4143	933	2	,	,	PUNCT
framr-4143	933	3	v.	v.	PROPN
framr-4143	933	4	,	,	PUNCT
framr-4143	933	5	&	&	CCONJ
framr-4143	933	6	deshpande	deshpande	PROPN
framr-4143	933	7	,	,	PUNCT
framr-4143	933	8	b.	b.	PROPN
framr-4143	933	9	(	(	PUNCT
framr-4143	933	10	2019	2019	NUM
framr-4143	933	11	)	)	PUNCT
framr-4143	933	12	.	.	PUNCT
framr-4143	934	1	data	datum	NOUN
framr-4143	934	2	science	science	PROPN
framr-4143	934	3	:	:	PUNCT
framr-4143	934	4	concepts	concept	NOUN
framr-4143	934	5	and	and	CCONJ
framr-4143	934	6	practice	practice	NOUN
framr-4143	934	7	.	.	PUNCT
framr-4143	935	1	san	san	PROPN
framr-4143	935	2	francisco	francisco	PROPN
framr-4143	935	3	,	,	PUNCT
framr-4143	935	4	ca	ca	PROPN
framr-4143	935	5	:	:	PUNCT
framr-4143	935	6	morgan	morgan	PROPN
framr-4143	935	7	kaufmann	kaufmann	PROPN
framr-4143	935	8	.	.	PUNCT
framr-4143	936	1	kouhizadeh	kouhizadeh	PROPN
framr-4143	936	2	,	,	PUNCT
framr-4143	936	3	m.	m.	NOUN
framr-4143	936	4	,	,	PUNCT
framr-4143	936	5	saberi	saberi	PROPN
framr-4143	936	6	,	,	PUNCT
framr-4143	936	7	s.	s.	PROPN
framr-4143	936	8	,	,	PUNCT
framr-4143	936	9	&	&	CCONJ
framr-4143	936	10	sarkis	sarkis	PROPN
framr-4143	936	11	,	,	PUNCT
framr-4143	936	12	j.	j.	PROPN
framr-4143	936	13	(	(	PUNCT
framr-4143	936	14	2021	2021	NUM
framr-4143	936	15	)	)	PUNCT
framr-4143	936	16	.	.	PUNCT
framr-4143	937	1	blockchain	blockchain	PROPN
framr-4143	937	2	technology	technology	PROPN
framr-4143	937	3	and	and	CCONJ
framr-4143	937	4	the	the	DET
framr-4143	937	5	sustainable	sustainable	ADJ
framr-4143	937	6	supply	supply	NOUN
framr-4143	937	7	chain	chain	NOUN
framr-4143	937	8	:	:	PUNCT
framr-4143	937	9	theoretically	theoretically	ADV
framr-4143	937	10	exploring	explore	VERB
framr-4143	937	11	adoption	adoption	NOUN
framr-4143	937	12	barriers	barrier	NOUN
framr-4143	937	13	.	.	PUNCT
framr-4143	938	1	international	international	ADJ
framr-4143	938	2	journal	journal	PROPN
framr-4143	938	3	of	of	ADP
framr-4143	938	4	production	production	NOUN
framr-4143	938	5	economics	economic	NOUN
framr-4143	938	6	,	,	PUNCT
framr-4143	938	7	231	231	NUM
framr-4143	938	8	,	,	PUNCT
framr-4143	938	9	107831	107831	NUM
framr-4143	938	10	.	.	PUNCT
framr-4143	939	1	https://doi.org/10.1016/j.ijpe.2020.107831	https://doi.org/10.1016/j.ijpe.2020.107831	PROPN
framr-4143	939	2	krueger	krueger	PROPN
framr-4143	939	3	,	,	PUNCT
framr-4143	939	4	a.	a.	PROPN
framr-4143	939	5	,	,	PUNCT
framr-4143	939	6	sutherland	sutherland	PROPN
framr-4143	939	7	,	,	PUNCT
framr-4143	939	8	j.	j.	PROPN
framr-4143	939	9	,	,	PUNCT
framr-4143	939	10	&	&	CCONJ
framr-4143	939	11	rohn	rohn	PROPN
framr-4143	939	12	,	,	PUNCT
framr-4143	939	13	j.	j.	PROPN
framr-4143	939	14	(	(	PUNCT
framr-4143	939	15	2016	2016	NUM
framr-4143	939	16	)	)	PUNCT
framr-4143	939	17	.	.	PUNCT
framr-4143	940	1	advanced	advanced	ADJ
framr-4143	940	2	robotics	robotic	NOUN
framr-4143	940	3	in	in	ADP
framr-4143	940	4	warehouse	warehouse	NOUN
framr-4143	940	5	and	and	CCONJ
framr-4143	940	6	manufacturing	manufacturing	NOUN
framr-4143	940	7	operations	operation	NOUN
framr-4143	940	8	.	.	PUNCT
framr-4143	941	1	journal	journal	NOUN
framr-4143	941	2	of	of	ADP
framr-4143	941	3	manufacturing	manufacturing	NOUN
framr-4143	941	4	technology	technology	NOUN
framr-4143	941	5	management	management	NOUN
framr-4143	941	6	,	,	PUNCT
framr-4143	941	7	27(7	27(7	NUM
framr-4143	941	8	)	)	PUNCT
framr-4143	941	9	,	,	PUNCT
framr-4143	941	10	930	930	NUM
framr-4143	941	11	-	-	SYM
framr-4143	941	12	948	948	NUM
framr-4143	941	13	.	.	PUNCT
framr-4143	942	1	https://doi.org/10.1108/jmtm-04-2015-0075	https://doi.org/10.1108/jmtm-04-2015-0075	ADJ
framr-4143	942	2	kurpjuweit	kurpjuweit	NOUN
framr-4143	942	3	,	,	PUNCT
framr-4143	942	4	s.	s.	PROPN
framr-4143	942	5	,	,	PUNCT
framr-4143	942	6	neumann	neumann	PROPN
framr-4143	942	7	,	,	PUNCT
framr-4143	942	8	s.	s.	PROPN
framr-4143	942	9	,	,	PUNCT
framr-4143	942	10	&	&	CCONJ
framr-4143	942	11	müller	müller	PROPN
framr-4143	942	12	,	,	PUNCT
framr-4143	942	13	j.	j.	PROPN
framr-4143	942	14	(	(	PUNCT
framr-4143	942	15	2021	2021	NUM
framr-4143	942	16	)	)	PUNCT
framr-4143	942	17	.	.	PUNCT
framr-4143	943	1	blockchain	blockchain	NOUN
framr-4143	943	2	for	for	ADP
framr-4143	943	3	supply	supply	NOUN
framr-4143	943	4	chain	chain	NOUN
framr-4143	943	5	resilience	resilience	NOUN
framr-4143	943	6	:	:	PUNCT
framr-4143	943	7	challenges	challenge	NOUN
framr-4143	943	8	and	and	CCONJ
framr-4143	943	9	opportunities	opportunity	NOUN
framr-4143	943	10	in	in	ADP
framr-4143	943	11	the	the	DET
framr-4143	943	12	postpandemic	postpandemic	ADJ
framr-4143	943	13	era	era	NOUN
framr-4143	943	14	.	.	PUNCT
framr-4143	944	1	supply	supply	NOUN
framr-4143	944	2	chain	chain	PROPN
framr-4143	944	3	management	management	PROPN
framr-4143	944	4	review	review	PROPN
framr-4143	944	5	,	,	PUNCT
framr-4143	944	6	17(5	17(5	NUM
framr-4143	944	7	)	)	PUNCT
framr-4143	944	8	,	,	PUNCT
framr-4143	944	9	100	100	NUM
framr-4143	944	10	-	-	SYM
framr-4143	944	11	110	110	NUM
framr-4143	944	12	.	.	PUNCT
framr-4143	945	1	https://doi.org/10.1108/scmr-06-2021-0145	https://doi.org/10.1108/scmr-06-2021-0145	PROPN
framr-4143	945	2	laber	laber	PROPN
framr-4143	945	3	,	,	PUNCT
framr-4143	945	4	j.	j.	PROPN
framr-4143	945	5	,	,	PUNCT
framr-4143	945	6	thamma	thamma	PROPN
framr-4143	945	7	,	,	PUNCT
framr-4143	945	8	r.	r.	PROPN
framr-4143	945	9	,	,	PUNCT
framr-4143	945	10	&	&	CCONJ
framr-4143	945	11	kirby	kirby	PROPN
framr-4143	945	12	,	,	PUNCT
framr-4143	945	13	e.	e.	PROPN
framr-4143	945	14	d.	d.	PROPN
framr-4143	945	15	(	(	PUNCT
framr-4143	945	16	2020	2020	NUM
framr-4143	945	17	)	)	PUNCT
framr-4143	945	18	.	.	PUNCT
framr-4143	946	1	the	the	DET
framr-4143	946	2	impact	impact	NOUN
framr-4143	946	3	of	of	ADP
framr-4143	946	4	warehouse	warehouse	NOUN
framr-4143	946	5	automation	automation	NOUN
framr-4143	946	6	in	in	ADP
framr-4143	946	7	amazon	amazon	NOUN
framr-4143	946	8	’s	’s	PART
framr-4143	946	9	success	success	NOUN
framr-4143	946	10	.	.	PUNCT
framr-4143	947	1	international	international	ADJ
framr-4143	947	2	journal	journal	NOUN
framr-4143	947	3	of	of	ADP
framr-4143	947	4	innovations	innovation	NOUN
framr-4143	947	5	in	in	ADP
framr-4143	947	6	science	science	NOUN
framr-4143	947	7	&	&	CCONJ
framr-4143	947	8	technology	technology	PROPN
framr-4143	947	9	,	,	PUNCT
framr-4143	947	10	7	7	NUM
framr-4143	947	11	,	,	PUNCT
framr-4143	947	12	63	63	NUM
framr-4143	947	13	-	-	SYM
framr-4143	947	14	70	70	NUM
framr-4143	947	15	.	.	PUNCT
framr-4143	948	1	langlois	langlois	PROPN
framr-4143	948	2	,	,	PUNCT
framr-4143	948	3	a.	a.	PROPN
framr-4143	948	4	,	,	PUNCT
framr-4143	948	5	&	&	CCONJ
framr-4143	948	6	chauvel	chauvel	PROPN
framr-4143	948	7	,	,	PUNCT
framr-4143	948	8	b.	b.	PROPN
framr-4143	948	9	(	(	PUNCT
framr-4143	948	10	2017	2017	NUM
framr-4143	948	11	)	)	PUNCT
framr-4143	948	12	.	.	PUNCT
framr-4143	949	1	the	the	DET
framr-4143	949	2	impact	impact	NOUN
framr-4143	949	3	of	of	ADP
framr-4143	949	4	supply	supply	NOUN
framr-4143	949	5	chain	chain	NOUN
framr-4143	949	6	management	management	NOUN
framr-4143	949	7	on	on	ADP
framr-4143	949	8	business	business	NOUN
framr-4143	949	9	intelligence	intelligence	NOUN
framr-4143	949	10	.	.	PUNCT
framr-4143	950	1	journal	journal	PROPN
framr-4143	950	2	of	of	ADP
framr-4143	950	3	intelligence	intelligence	NOUN
framr-4143	950	4	studies	study	NOUN
framr-4143	950	5	in	in	ADP
framr-4143	950	6	business	business	NOUN
framr-4143	950	7	,	,	PUNCT
framr-4143	950	8	7(2	7(2	NUM
framr-4143	950	9	)	)	PUNCT
framr-4143	950	10	,	,	PUNCT
framr-4143	950	11	51	51	NUM
framr-4143	950	12	-	-	SYM
framr-4143	950	13	61	61	NUM
framr-4143	950	14	.	.	PUNCT
framr-4143	951	1	lerman	lerman	NOUN
framr-4143	951	2	,	,	PUNCT
framr-4143	951	3	g.	g.	PROPN
framr-4143	951	4	,	,	PUNCT
framr-4143	951	5	smith	smith	PROPN
framr-4143	951	6	,	,	PUNCT
framr-4143	951	7	j.	j.	PROPN
framr-4143	951	8	,	,	PUNCT
framr-4143	951	9	&	&	CCONJ
framr-4143	951	10	zhang	zhang	PROPN
framr-4143	951	11	,	,	PUNCT
framr-4143	951	12	y.	y.	PROPN
framr-4143	951	13	(	(	PUNCT
framr-4143	951	14	2024	2024	NUM
framr-4143	951	15	)	)	PUNCT
framr-4143	951	16	.	.	PUNCT
framr-4143	952	1	the	the	DET
framr-4143	952	2	impact	impact	NOUN
framr-4143	952	3	of	of	ADP
framr-4143	952	4	digital	digital	ADJ
framr-4143	952	5	transformation	transformation	NOUN
framr-4143	952	6	on	on	ADP
framr-4143	952	7	supply	supply	NOUN
framr-4143	952	8	chain	chain	NOUN
framr-4143	952	9	management	management	NOUN
framr-4143	952	10	:	:	PUNCT
framr-4143	952	11	supporting	support	VERB
framr-4143	952	12	firms	firm	NOUN
framr-4143	952	13	'	'	PART
framr-4143	952	14	social	social	ADJ
framr-4143	952	15	and	and	CCONJ
framr-4143	952	16	economic	economic	ADJ
framr-4143	952	17	performance	performance	NOUN
framr-4143	952	18	in	in	ADP
framr-4143	952	19	emerging	emerge	VERB
framr-4143	952	20	markets	market	NOUN
framr-4143	952	21	.	.	PUNCT
framr-4143	953	1	journal	journal	NOUN
framr-4143	953	2	of	of	ADP
framr-4143	953	3	supply	supply	NOUN
framr-4143	953	4	chain	chain	NOUN
framr-4143	953	5	and	and	CCONJ
framr-4143	953	6	digital	digital	ADJ
framr-4143	953	7	transformation	transformation	NOUN
framr-4143	953	8	,	,	PUNCT
framr-4143	953	9	15(2	15(2	NUM
framr-4143	953	10	)	)	PUNCT
framr-4143	953	11	,	,	PUNCT
framr-4143	953	12	45	45	NUM
framr-4143	953	13	-	-	SYM
framr-4143	953	14	60	60	NUM
framr-4143	953	15	.	.	PUNCT
framr-4143	954	1	https://doi.org/10.1016/j.scdt.2024.01.004	https://doi.org/10.1016/j.scdt.2024.01.004	PROPN
framr-4143	954	2	li	li	PROPN
framr-4143	954	3	,	,	PUNCT
framr-4143	954	4	x.	x.	PROPN
framr-4143	954	5	,	,	PUNCT
framr-4143	954	6	zhang	zhang	PROPN
framr-4143	954	7	,	,	PUNCT
framr-4143	954	8	x.	x.	PROPN
framr-4143	954	9	,	,	PUNCT
framr-4143	954	10	&	&	CCONJ
framr-4143	954	11	liu	liu	PROPN
framr-4143	954	12	,	,	PUNCT
framr-4143	954	13	y.	y.	PROPN
framr-4143	954	14	(	(	PUNCT
framr-4143	954	15	2022	2022	NUM
framr-4143	954	16	)	)	PUNCT
framr-4143	954	17	.	.	PUNCT
framr-4143	955	1	the	the	DET
framr-4143	955	2	impact	impact	NOUN
framr-4143	955	3	of	of	ADP
framr-4143	955	4	covid-19	covid-19	PROPN
framr-4143	955	5	on	on	ADP
framr-4143	955	6	supply	supply	NOUN
framr-4143	955	7	chain	chain	NOUN
framr-4143	955	8	resilience	resilience	NOUN
framr-4143	955	9	:	:	PUNCT
framr-4143	955	10	a	a	DET
framr-4143	955	11	global	global	ADJ
framr-4143	955	12	perspective	perspective	NOUN
framr-4143	955	13	.	.	PUNCT
framr-4143	956	1	international	international	ADJ
framr-4143	956	2	journal	journal	PROPN
framr-4143	956	3	of	of	ADP
framr-4143	956	4	operations	operation	NOUN
framr-4143	956	5	&	&	CCONJ
framr-4143	956	6	production	production	NOUN
framr-4143	956	7	management	management	NOUN
framr-4143	956	8	,	,	PUNCT
framr-4143	956	9	42(1	42(1	NOUN
framr-4143	956	10	)	)	PUNCT
framr-4143	956	11	,	,	PUNCT
framr-4143	956	12	15	15	NUM
framr-4143	956	13	-	-	SYM
framr-4143	956	14	30	30	NUM
framr-4143	956	15	.	.	PUNCT
framr-4143	957	1	https://doi.org/10.1108/ijopm-04-2021-0412	https://doi.org/10.1108/ijopm-04-2021-0412	VERB
framr-4143	957	2	lvmh	lvmh	PROPN
framr-4143	957	3	.	.	PUNCT
framr-4143	958	1	(	(	PUNCT
framr-4143	958	2	2020	2020	NUM
framr-4143	958	3	)	)	PUNCT
framr-4143	958	4	.	.	PUNCT
framr-4143	959	1	aura	aura	NOUN
framr-4143	959	2	:	:	PUNCT
framr-4143	959	3	blockchain	blockchain	PROPN
framr-4143	959	4	platform	platform	NOUN
framr-4143	959	5	for	for	ADP
framr-4143	959	6	luxury	luxury	NOUN
framr-4143	959	7	goods	good	NOUN
framr-4143	959	8	.	.	PUNCT
framr-4143	960	1	retrieved	retrieve	VERB
framr-4143	960	2	from	from	ADP
framr-4143	960	3	https://www.lvmh.com	https://www.lvmh.com	X
framr-4143	960	4	maersk	maersk	X
framr-4143	960	5	.	.	PUNCT
framr-4143	961	1	(	(	PUNCT
framr-4143	961	2	2020	2020	NUM
framr-4143	961	3	)	)	PUNCT
framr-4143	961	4	.	.	PUNCT
framr-4143	962	1	blockchain	blockchain	PROPN
framr-4143	962	2	and	and	CCONJ
framr-4143	962	3	smart	smart	ADJ
framr-4143	962	4	payments	payment	NOUN
framr-4143	962	5	in	in	ADP
framr-4143	962	6	global	global	ADJ
framr-4143	962	7	shipping	shipping	NOUN
framr-4143	962	8	.	.	PUNCT
framr-4143	963	1	retrieved	retrieve	VERB
framr-4143	963	2	from	from	ADP
framr-4143	963	3	https://www.maersk.com	https://www.maersk.com	X
framr-4143	963	4	mathivathanan	mathivathanan	PROPN
framr-4143	963	5	,	,	PUNCT
framr-4143	963	6	d.	d.	PROPN
framr-4143	963	7	,	,	PUNCT
framr-4143	963	8	mathiyazhagan	mathiyazhagan	NOUN
framr-4143	963	9	,	,	PUNCT
framr-4143	963	10	k.	k.	PROPN
framr-4143	963	11	,	,	PUNCT
framr-4143	963	12	rana	rana	PROPN
framr-4143	963	13	,	,	PUNCT
framr-4143	963	14	n.	n.	PROPN
framr-4143	963	15	p.	p.	PROPN
framr-4143	963	16	,	,	PUNCT
framr-4143	963	17	khorana	khorana	PROPN
framr-4143	963	18	,	,	PUNCT
framr-4143	963	19	s.	s.	PROPN
framr-4143	963	20	,	,	PUNCT
framr-4143	963	21	&	&	CCONJ
framr-4143	963	22	dwivedi	dwivedi	PROPN
framr-4143	963	23	,	,	PUNCT
framr-4143	963	24	y.	y.	PROPN
framr-4143	963	25	k.	k.	PROPN
framr-4143	963	26	(	(	PUNCT
framr-4143	963	27	2021	2021	NUM
framr-4143	963	28	)	)	PUNCT
framr-4143	963	29	.	.	PUNCT
framr-4143	964	1	barriers	barrier	NOUN
framr-4143	964	2	to	to	ADP
framr-4143	964	3	the	the	DET
framr-4143	964	4	adoption	adoption	NOUN
framr-4143	964	5	of	of	ADP
framr-4143	964	6	blockchain	blockchain	PROPN
framr-4143	964	7	technology	technology	PROPN
framr-4143	964	8	in	in	ADP
framr-4143	964	9	business	business	NOUN
framr-4143	964	10	supply	supply	NOUN
framr-4143	964	11	chains	chain	NOUN
framr-4143	964	12	:	:	PUNCT
framr-4143	964	13	a	a	DET
framr-4143	964	14	total	total	ADJ
framr-4143	964	15	interpretive	interpretive	ADJ
framr-4143	964	16	structural	structural	ADJ
framr-4143	964	17	modelling	modelling	NOUN
framr-4143	964	18	(	(	PUNCT
framr-4143	964	19	tism	tism	NOUN
framr-4143	964	20	)	)	PUNCT
framr-4143	964	21	approach	approach	NOUN
framr-4143	964	22	.	.	PUNCT
framr-4143	965	1	international	international	ADJ
framr-4143	965	2	journal	journal	PROPN
framr-4143	965	3	of	of	ADP
framr-4143	965	4	production	production	NOUN
framr-4143	965	5	research	research	NOUN
framr-4143	965	6	,	,	PUNCT
framr-4143	965	7	59(11	59(11	NUM
framr-4143	965	8	)	)	PUNCT
framr-4143	965	9	,	,	PUNCT
framr-4143	965	10	3338	3338	NUM
framr-4143	965	11	-	-	SYM
framr-4143	965	12	3359	3359	NUM
framr-4143	965	13	.	.	PUNCT
framr-4143	966	1	https://doi.org/10.1080/00207543.2020.1868597	https://doi.org/10.1080/00207543.2020.1868597	PROPN
framr-4143	966	2	mckinsey	mckinsey	NOUN
framr-4143	966	3	&	&	CCONJ
framr-4143	966	4	company	company	NOUN
framr-4143	966	5	.	.	PUNCT
framr-4143	967	1	(	(	PUNCT
framr-4143	967	2	2021	2021	NUM
framr-4143	967	3	)	)	PUNCT
framr-4143	967	4	.	.	PUNCT
framr-4143	968	1	the	the	DET
framr-4143	968	2	impact	impact	NOUN
framr-4143	968	3	of	of	ADP
framr-4143	968	4	ai	ai	VERB
framr-4143	968	5	on	on	ADP
framr-4143	968	6	demand	demand	NOUN
framr-4143	968	7	forecasting	forecasting	NOUN
framr-4143	968	8	:	:	PUNCT
framr-4143	968	9	unlocking	unlock	VERB
framr-4143	968	10	cost	cost	NOUN
framr-4143	968	11	savings	saving	NOUN
framr-4143	968	12	and	and	CCONJ
framr-4143	968	13	reducing	reduce	VERB
framr-4143	968	14	errors	error	NOUN
framr-4143	968	15	.	.	PUNCT
framr-4143	969	1	mckinsey	mckinsey	NOUN
framr-4143	969	2	&	&	CCONJ
framr-4143	969	3	company	company	PROPN
framr-4143	969	4	.	.	PUNCT
framr-4143	970	1	retrieved	retrieve	VERB
framr-4143	970	2	from	from	ADP
framr-4143	970	3	https://www.mckinsey.com/	https://www.mckinsey.com/	NOUN
framr-4143	970	4	mckinsey	mckinsey	NOUN
framr-4143	970	5	&	&	CCONJ
framr-4143	970	6	company	company	PROPN
framr-4143	970	7	.	.	PUNCT
framr-4143	971	1	(	(	PUNCT
framr-4143	971	2	2021a	2021a	NUM
framr-4143	971	3	)	)	PUNCT
framr-4143	971	4	.	.	PUNCT
framr-4143	972	1	succeeding	succeed	VERB
framr-4143	972	2	in	in	ADP
framr-4143	972	3	the	the	DET
framr-4143	972	4	ai	ai	ADJ
framr-4143	972	5	supply	supply	NOUN
framr-4143	972	6	-	-	PUNCT
framr-4143	972	7	chain	chain	NOUN
framr-4143	972	8	revolution	revolution	NOUN
framr-4143	972	9	.	.	PUNCT
framr-4143	973	1	retrieved	retrieve	VERB
framr-4143	973	2	from	from	ADP
framr-4143	973	3	https://www.mckinsey.com/businessfunctions/operations/our-insights/succeeding-in-the-ai-supply-chain-revolution	https://www.mckinsey.com/businessfunctions/operations/our-insights/succeeding-in-the-ai-supply-chain-revolution	NOUN
framr-4143	973	4	https://doi.org/10.1016/j.ijpe.2019.01.008	https://doi.org/10.1016/j.ijpe.2019.01.008	NOUN
framr-4143	973	5	https://doi.org/10.1080/13675567.2016.1183159	https://doi.org/10.1080/13675567.2016.1183159	PROPN
framr-4143	973	6	https://doi.org/10.1007/s10479-022-04775-4	https://doi.org/10.1007/s10479-022-04775-4	PROPN
framr-4143	973	7	https://doi.org/10.1016/j.ijpe.2020.107831	https://doi.org/10.1016/j.ijpe.2020.107831	NOUN
framr-4143	973	8	https://doi.org/10.1108/jmtm-04-2015-0075	https://doi.org/10.1108/jmtm-04-2015-0075	VERB
framr-4143	973	9	https://doi.org/10.1108/scmr-06-2021-0145	https://doi.org/10.1108/scmr-06-2021-0145	PROPN
framr-4143	973	10	https://doi.org/10.1016/j.scdt.2024.01.004	https://doi.org/10.1016/j.scdt.2024.01.004	PROPN
framr-4143	973	11	https://doi.org/10.1108/ijopm-04-2021-0412	https://doi.org/10.1108/ijopm-04-2021-0412	NOUN
framr-4143	973	12	https://www.lvmh.com/	https://www.lvmh.com/	NOUN
framr-4143	973	13	https://www.maersk.com/	https://www.maersk.com/	NOUN
framr-4143	973	14	https://doi.org/10.1080/00207543.2020.1868597	https://doi.org/10.1080/00207543.2020.1868597	PROPN
framr-4143	973	15	https://www.mckinsey.com/	https://www.mckinsey.com/	NOUN
framr-4143	973	16	https://www.mckinsey.com/business-functions/operations/our-insights/succeeding-in-the-ai-supply-chain-revolution	https://www.mckinsey.com/business-functions/operations/our-insights/succeeding-in-the-ai-supply-chain-revolution	PROPN
framr-4143	973	17	https://www.mckinsey.com/business-functions/operations/our-insights/succeeding-in-the-ai-supply-chain-revolution	https://www.mckinsey.com/business-functions/operations/our-insights/succeeding-in-the-ai-supply-chain-revolution	PROPN
framr-4143	973	18	financial	financial	ADJ
framr-4143	973	19	risk	risk	NOUN
framr-4143	973	20	and	and	CCONJ
framr-4143	973	21	management	management	NOUN
framr-4143	973	22	reviews	review	NOUN
framr-4143	973	23	,	,	PUNCT
framr-4143	973	24	2025	2025	NUM
framr-4143	973	25	,	,	PUNCT
framr-4143	973	26	11(1	11(1	NUM
framr-4143	973	27	):	):	PUNCT
framr-4143	973	28	72	72	NUM
framr-4143	973	29	-	-	SYM
framr-4143	973	30	102	102	NUM
framr-4143	973	31	100	100	NUM
framr-4143	973	32	©	©	ADP
framr-4143	973	33	2025	2025	NUM
framr-4143	973	34	conscientia	conscientia	PROPN
framr-4143	973	35	beam	beam	PROPN
framr-4143	973	36	.	.	PUNCT
framr-4143	974	1	all	all	DET
framr-4143	974	2	rights	right	NOUN
framr-4143	974	3	reserved	reserve	VERB
framr-4143	974	4	.	.	PUNCT
framr-4143	975	1	mckinsey	mckinsey	NOUN
framr-4143	975	2	&	&	CCONJ
framr-4143	975	3	company	company	PROPN
framr-4143	975	4	.	.	PUNCT
framr-4143	976	1	(	(	PUNCT
framr-4143	976	2	2021b	2021b	NUM
framr-4143	976	3	)	)	PUNCT
framr-4143	976	4	.	.	PUNCT
framr-4143	977	1	blockchain	blockchain	PROPN
framr-4143	977	2	and	and	CCONJ
framr-4143	977	3	traceability	traceability	NOUN
framr-4143	977	4	in	in	ADP
framr-4143	977	5	the	the	DET
framr-4143	977	6	pharmaceutical	pharmaceutical	ADJ
framr-4143	977	7	industry	industry	NOUN
framr-4143	977	8	.	.	PUNCT
framr-4143	978	1	retrieved	retrieve	VERB
framr-4143	978	2	from	from	ADP
framr-4143	978	3	https://www.mckinsey.com	https://www.mckinsey.com	X
framr-4143	978	4	mckinsey	mckinsey	NOUN
framr-4143	978	5	&	&	CCONJ
framr-4143	978	6	company	company	PROPN
framr-4143	978	7	.	.	PUNCT
framr-4143	979	1	(	(	PUNCT
framr-4143	979	2	2021c	2021c	NUM
framr-4143	979	3	)	)	PUNCT
framr-4143	979	4	.	.	PUNCT
framr-4143	980	1	data	datum	NOUN
framr-4143	980	2	science	science	NOUN
framr-4143	980	3	and	and	CCONJ
framr-4143	980	4	inventory	inventory	NOUN
framr-4143	980	5	optimization	optimization	NOUN
framr-4143	980	6	:	:	PUNCT
framr-4143	980	7	the	the	DET
framr-4143	980	8	future	future	NOUN
framr-4143	980	9	of	of	ADP
framr-4143	980	10	supply	supply	NOUN
framr-4143	980	11	chains	chain	NOUN
framr-4143	980	12	.	.	PUNCT
framr-4143	980	13	retrieved	retrieve	VERB
framr-4143	980	14	from	from	ADP
framr-4143	980	15	https://www.mckinsey.com	https://www.mckinsey.com	X
framr-4143	980	16	mckinsey	mckinsey	NOUN
framr-4143	980	17	&	&	CCONJ
framr-4143	980	18	company	company	PROPN
framr-4143	980	19	.	.	PUNCT
framr-4143	981	1	(	(	PUNCT
framr-4143	981	2	2021d	2021d	NUM
framr-4143	981	3	)	)	PUNCT
framr-4143	981	4	.	.	PUNCT
framr-4143	982	1	enhancing	enhance	VERB
framr-4143	982	2	supply	supply	NOUN
framr-4143	982	3	chain	chain	NOUN
framr-4143	982	4	visibility	visibility	NOUN
framr-4143	982	5	with	with	ADP
framr-4143	982	6	rfid	rfid	NOUN
framr-4143	982	7	technology	technology	NOUN
framr-4143	982	8	.	.	PUNCT
framr-4143	983	1	retrieved	retrieve	VERB
framr-4143	983	2	from	from	ADP
framr-4143	983	3	https://www.mckinsey.com	https://www.mckinsey.com	X
framr-4143	983	4	mckinsey	mckinsey	NOUN
framr-4143	983	5	&	&	CCONJ
framr-4143	983	6	company	company	PROPN
framr-4143	983	7	.	.	PUNCT
framr-4143	984	1	(	(	PUNCT
framr-4143	984	2	2021e	2021e	NUM
framr-4143	984	3	)	)	PUNCT
framr-4143	984	4	.	.	PUNCT
framr-4143	985	1	the	the	DET
framr-4143	985	2	role	role	NOUN
framr-4143	985	3	of	of	ADP
framr-4143	985	4	robotics	robotic	NOUN
framr-4143	985	5	in	in	ADP
framr-4143	985	6	modern	modern	ADJ
framr-4143	985	7	warehouses	warehouse	NOUN
framr-4143	985	8	:	:	PUNCT
framr-4143	985	9	improving	improve	VERB
framr-4143	985	10	efficiency	efficiency	NOUN
framr-4143	985	11	and	and	CCONJ
framr-4143	985	12	reducing	reduce	VERB
framr-4143	985	13	costs	cost	NOUN
framr-4143	985	14	.	.	PUNCT
framr-4143	986	1	retrieved	retrieve	VERB
framr-4143	986	2	from	from	ADP
framr-4143	986	3	https://www.mckinsey.com	https://www.mckinsey.com	X
framr-4143	986	4	mckinsey	mckinsey	NOUN
framr-4143	986	5	&	&	CCONJ
framr-4143	986	6	company	company	PROPN
framr-4143	986	7	.	.	PUNCT
framr-4143	987	1	(	(	PUNCT
framr-4143	987	2	2022	2022	NUM
framr-4143	987	3	)	)	PUNCT
framr-4143	987	4	.	.	PUNCT
framr-4143	988	1	the	the	DET
framr-4143	988	2	future	future	NOUN
framr-4143	988	3	of	of	ADP
framr-4143	988	4	warehouse	warehouse	NOUN
framr-4143	988	5	management	management	NOUN
framr-4143	988	6	:	:	PUNCT
framr-4143	988	7	how	how	SCONJ
framr-4143	988	8	iot	iot	PROPN
framr-4143	988	9	is	be	AUX
framr-4143	988	10	revolutionizing	revolutionize	VERB
framr-4143	988	11	storage	storage	NOUN
framr-4143	988	12	solutions	solution	NOUN
framr-4143	988	13	.	.	PUNCT
framr-4143	989	1	retrieved	retrieve	VERB
framr-4143	989	2	from	from	ADP
framr-4143	989	3	https://www.mckinsey.com	https://www.mckinsey.com	X
framr-4143	989	4	meticulous	meticulous	ADJ
framr-4143	989	5	research	research	NOUN
framr-4143	989	6	.	.	PUNCT
framr-4143	990	1	(	(	PUNCT
framr-4143	990	2	2024	2024	NUM
framr-4143	990	3	)	)	PUNCT
framr-4143	990	4	.	.	PUNCT
framr-4143	991	1	ai	ai	VERB
framr-4143	991	2	in	in	ADP
framr-4143	991	3	warehouse	warehouse	NOUN
framr-4143	991	4	automation	automation	NOUN
framr-4143	991	5	:	:	PUNCT
framr-4143	991	6	the	the	DET
framr-4143	991	7	future	future	NOUN
framr-4143	991	8	of	of	ADP
framr-4143	991	9	supply	supply	NOUN
framr-4143	991	10	chains	chain	NOUN
framr-4143	991	11	.	.	PUNCT
framr-4143	992	1	retrieved	retrieve	VERB
framr-4143	992	2	from	from	ADP
framr-4143	992	3	https://www.meticulousresearch.com	https://www.meticulousresearch.com	X
framr-4143	992	4	miorandi	miorandi	NOUN
framr-4143	992	5	,	,	PUNCT
framr-4143	992	6	d.	d.	PROPN
framr-4143	992	7	,	,	PUNCT
framr-4143	992	8	sicari	sicari	PROPN
framr-4143	992	9	,	,	PUNCT
framr-4143	992	10	s.	s.	PROPN
framr-4143	992	11	,	,	PUNCT
framr-4143	992	12	de	de	PROPN
framr-4143	992	13	pellegrini	pellegrini	PROPN
framr-4143	992	14	,	,	PUNCT
framr-4143	992	15	f.	f.	PROPN
framr-4143	992	16	,	,	PUNCT
framr-4143	992	17	&	&	CCONJ
framr-4143	992	18	chlamtac	chlamtac	PROPN
framr-4143	992	19	,	,	PUNCT
framr-4143	992	20	i.	i.	PROPN
framr-4143	992	21	(	(	PUNCT
framr-4143	992	22	2012	2012	NUM
framr-4143	992	23	)	)	PUNCT
framr-4143	992	24	.	.	PUNCT
framr-4143	993	1	internet	internet	NOUN
framr-4143	993	2	of	of	ADP
framr-4143	993	3	things	thing	NOUN
framr-4143	993	4	:	:	PUNCT
framr-4143	993	5	vision	vision	NOUN
framr-4143	993	6	,	,	PUNCT
framr-4143	993	7	applications	application	NOUN
framr-4143	993	8	and	and	CCONJ
framr-4143	993	9	research	research	NOUN
framr-4143	993	10	challenges	challenge	NOUN
framr-4143	993	11	.	.	PUNCT
framr-4143	994	1	ad	ad	NOUN
framr-4143	994	2	hoc	hoc	X
framr-4143	994	3	networks	network	NOUN
framr-4143	994	4	,	,	PUNCT
framr-4143	994	5	10(7	10(7	NUM
framr-4143	994	6	)	)	PUNCT
framr-4143	994	7	,	,	PUNCT
framr-4143	994	8	1497	1497	NUM
framr-4143	994	9	-	-	SYM
framr-4143	994	10	1516	1516	NUM
framr-4143	994	11	.	.	PUNCT
framr-4143	995	1	https://doi.org/10.1016/j.adhoc.2012.02.016	https://doi.org/10.1016/j.adhoc.2012.02.016	PROPN
framr-4143	995	2	moglia	moglia	PROPN
framr-4143	995	3	,	,	PUNCT
framr-4143	995	4	m.	m.	NOUN
framr-4143	995	5	,	,	PUNCT
framr-4143	995	6	alvarez	alvarez	PROPN
framr-4143	995	7	,	,	PUNCT
framr-4143	995	8	p.	p.	PROPN
framr-4143	995	9	,	,	PUNCT
framr-4143	995	10	&	&	CCONJ
framr-4143	995	11	marquez	marquez	PROPN
framr-4143	995	12	,	,	PUNCT
framr-4143	995	13	a.	a.	NOUN
framr-4143	995	14	(	(	PUNCT
framr-4143	995	15	2021	2021	NUM
framr-4143	995	16	)	)	PUNCT
framr-4143	995	17	.	.	PUNCT
framr-4143	996	1	energy	energy	NOUN
framr-4143	996	2	efficiency	efficiency	NOUN
framr-4143	996	3	and	and	CCONJ
framr-4143	996	4	sustainability	sustainability	NOUN
framr-4143	996	5	in	in	ADP
framr-4143	996	6	automated	automate	VERB
framr-4143	996	7	supply	supply	NOUN
framr-4143	996	8	chains	chain	NOUN
framr-4143	996	9	:	:	PUNCT
framr-4143	996	10	reducing	reduce	VERB
framr-4143	996	11	emissions	emission	NOUN
framr-4143	996	12	with	with	ADP
framr-4143	996	13	robotics	robotic	NOUN
framr-4143	996	14	.	.	PUNCT
framr-4143	997	1	international	international	ADJ
framr-4143	997	2	journal	journal	PROPN
framr-4143	997	3	of	of	ADP
framr-4143	997	4	logistics	logistic	NOUN
framr-4143	997	5	research	research	NOUN
framr-4143	997	6	and	and	CCONJ
framr-4143	997	7	applications	application	NOUN
framr-4143	997	8	,	,	PUNCT
framr-4143	997	9	24(4	24(4	NOUN
framr-4143	997	10	)	)	PUNCT
framr-4143	997	11	,	,	PUNCT
framr-4143	997	12	337	337	NUM
framr-4143	997	13	-	-	SYM
framr-4143	997	14	352	352	NUM
framr-4143	997	15	.	.	PUNCT
framr-4143	998	1	https://doi.org/10.1080/13675567.2021.1941243	https://doi.org/10.1080/13675567.2021.1941243	PROPN
framr-4143	998	2	mohan	mohan	PROPN
framr-4143	998	3	banur	banur	PROPN
framr-4143	998	4	,	,	PUNCT
framr-4143	998	5	o.	o.	NOUN
framr-4143	998	6	,	,	PUNCT
framr-4143	998	7	patle	patle	NOUN
framr-4143	998	8	,	,	PUNCT
framr-4143	998	9	b.	b.	PROPN
framr-4143	998	10	,	,	PUNCT
framr-4143	998	11	&	&	CCONJ
framr-4143	998	12	pawar	pawar	PROPN
framr-4143	998	13	,	,	PUNCT
framr-4143	998	14	s.	s.	PROPN
framr-4143	998	15	(	(	PUNCT
framr-4143	998	16	2024	2024	NUM
framr-4143	998	17	)	)	PUNCT
framr-4143	998	18	.	.	PUNCT
framr-4143	999	1	integration	integration	NOUN
framr-4143	999	2	of	of	ADP
framr-4143	999	3	robotics	robotic	NOUN
framr-4143	999	4	and	and	CCONJ
framr-4143	999	5	automation	automation	NOUN
framr-4143	999	6	in	in	ADP
framr-4143	999	7	supply	supply	NOUN
framr-4143	999	8	chain	chain	NOUN
framr-4143	999	9	:	:	PUNCT
framr-4143	999	10	a	a	DET
framr-4143	999	11	comprehensive	comprehensive	ADJ
framr-4143	999	12	review	review	NOUN
framr-4143	999	13	.	.	PUNCT
framr-4143	1000	1	robotic	robotic	ADJ
framr-4143	1000	2	systems	system	NOUN
framr-4143	1000	3	and	and	CCONJ
framr-4143	1000	4	applications	application	NOUN
framr-4143	1000	5	,	,	PUNCT
framr-4143	1000	6	4(1	4(1	NOUN
framr-4143	1000	7	)	)	PUNCT
framr-4143	1000	8	,	,	PUNCT
framr-4143	1000	9	1	1	NUM
framr-4143	1000	10	-	-	SYM
framr-4143	1000	11	19	19	NUM
framr-4143	1000	12	.	.	PUNCT
framr-4143	1001	1	https://doi.org/10.1016/j.ijiem.2024.02.004	https://doi.org/10.1016/j.ijiem.2024.02.004	PROPN
framr-4143	1001	2	musa	musa	PROPN
framr-4143	1001	3	,	,	PUNCT
framr-4143	1001	4	s.	s.	PROPN
framr-4143	1001	5	,	,	PUNCT
framr-4143	1001	6	&	&	CCONJ
framr-4143	1001	7	dabo	dabo	PROPN
framr-4143	1001	8	,	,	PUNCT
framr-4143	1001	9	m.	m.	NOUN
framr-4143	1001	10	(	(	PUNCT
framr-4143	1001	11	2016	2016	NUM
framr-4143	1001	12	)	)	PUNCT
framr-4143	1001	13	.	.	PUNCT
framr-4143	1002	1	radio	radio	NOUN
framr-4143	1002	2	frequency	frequency	NOUN
framr-4143	1002	3	identification	identification	NOUN
framr-4143	1002	4	(	(	PUNCT
framr-4143	1002	5	rfid	rfid	NOUN
framr-4143	1002	6	)	)	PUNCT
framr-4143	1002	7	applications	application	NOUN
framr-4143	1002	8	in	in	ADP
framr-4143	1002	9	supply	supply	NOUN
framr-4143	1002	10	chain	chain	NOUN
framr-4143	1002	11	management	management	NOUN
framr-4143	1002	12	:	:	PUNCT
framr-4143	1002	13	a	a	DET
framr-4143	1002	14	comprehensive	comprehensive	ADJ
framr-4143	1002	15	review	review	NOUN
framr-4143	1002	16	.	.	PUNCT
framr-4143	1003	1	journal	journal	NOUN
framr-4143	1003	2	of	of	ADP
framr-4143	1003	3	manufacturing	manufacturing	NOUN
framr-4143	1003	4	systems	system	NOUN
framr-4143	1003	5	,	,	PUNCT
framr-4143	1003	6	40	40	NUM
framr-4143	1003	7	,	,	PUNCT
framr-4143	1003	8	10	10	NUM
framr-4143	1003	9	-	-	SYM
framr-4143	1003	10	18	18	NUM
framr-4143	1003	11	.	.	PUNCT
framr-4143	1004	1	https://doi.org/10.1016/j.jmsy.2016.06.001	https://doi.org/10.1016/j.jmsy.2016.06.001	VERB
framr-4143	1004	2	nguyen	nguyen	NOUN
framr-4143	1004	3	,	,	PUNCT
framr-4143	1004	4	t.	t.	PROPN
framr-4143	1004	5	,	,	PUNCT
framr-4143	1004	6	phan	phan	PROPN
framr-4143	1004	7	,	,	PUNCT
framr-4143	1004	8	d.	d.	PROPN
framr-4143	1004	9	a.	a.	PROPN
framr-4143	1004	10	,	,	PUNCT
framr-4143	1004	11	&	&	CCONJ
framr-4143	1004	12	le	le	PROPN
framr-4143	1004	13	,	,	PUNCT
framr-4143	1004	14	t.	t.	PROPN
framr-4143	1004	15	(	(	PUNCT
framr-4143	1004	16	2021	2021	NUM
framr-4143	1004	17	)	)	PUNCT
framr-4143	1004	18	.	.	PUNCT
framr-4143	1005	1	ai	ai	VERB
framr-4143	1005	2	-	-	PUNCT
framr-4143	1005	3	based	base	VERB
framr-4143	1005	4	forecasting	forecasting	NOUN
framr-4143	1005	5	techniques	technique	NOUN
framr-4143	1005	6	for	for	ADP
framr-4143	1005	7	supply	supply	NOUN
framr-4143	1005	8	chain	chain	NOUN
framr-4143	1005	9	optimization	optimization	NOUN
framr-4143	1005	10	.	.	PUNCT
framr-4143	1006	1	journal	journal	PROPN
framr-4143	1006	2	of	of	ADP
framr-4143	1006	3	artificial	artificial	ADJ
framr-4143	1006	4	intelligence	intelligence	NOUN
framr-4143	1006	5	in	in	ADP
framr-4143	1006	6	business	business	NOUN
framr-4143	1006	7	,	,	PUNCT
framr-4143	1006	8	12(4	12(4	NUM
framr-4143	1006	9	)	)	PUNCT
framr-4143	1006	10	,	,	PUNCT
framr-4143	1006	11	100	100	NUM
framr-4143	1006	12	-	-	SYM
framr-4143	1006	13	115	115	NUM
framr-4143	1006	14	.	.	PUNCT
framr-4143	1007	1	https://doi.org/10.1016/j.jaib.2021.03.004	https://doi.org/10.1016/j.jaib.2021.03.004	PROPN
framr-4143	1007	2	odimarha	odimarha	PROPN
framr-4143	1007	3	,	,	PUNCT
framr-4143	1007	4	a.	a.	PROPN
framr-4143	1007	5	c.	c.	PROPN
framr-4143	1007	6	,	,	PUNCT
framr-4143	1007	7	ayodeji	ayodeji	PROPN
framr-4143	1007	8	,	,	PUNCT
framr-4143	1007	9	s.	s.	PROPN
framr-4143	1007	10	a.	a.	PROPN
framr-4143	1007	11	,	,	PUNCT
framr-4143	1007	12	&	&	CCONJ
framr-4143	1007	13	abaku	abaku	PROPN
framr-4143	1007	14	,	,	PUNCT
framr-4143	1007	15	e.	e.	PROPN
framr-4143	1007	16	a.	a.	PROPN
framr-4143	1007	17	(	(	PUNCT
framr-4143	1007	18	2024	2024	NUM
framr-4143	1007	19	)	)	PUNCT
framr-4143	1007	20	.	.	PUNCT
framr-4143	1008	1	the	the	DET
framr-4143	1008	2	role	role	NOUN
framr-4143	1008	3	of	of	ADP
framr-4143	1008	4	technology	technology	NOUN
framr-4143	1008	5	in	in	ADP
framr-4143	1008	6	supply	supply	NOUN
framr-4143	1008	7	chain	chain	NOUN
framr-4143	1008	8	risk	risk	NOUN
framr-4143	1008	9	management	management	NOUN
framr-4143	1008	10	:	:	PUNCT
framr-4143	1008	11	innovations	innovation	NOUN
framr-4143	1008	12	and	and	CCONJ
framr-4143	1008	13	challenges	challenge	NOUN
framr-4143	1008	14	in	in	ADP
framr-4143	1008	15	logistics	logistic	NOUN
framr-4143	1008	16	.	.	PUNCT
framr-4143	1009	1	magna	magna	PROPN
framr-4143	1009	2	scientia	scientia	PROPN
framr-4143	1009	3	advanced	advanced	PROPN
framr-4143	1009	4	research	research	NOUN
framr-4143	1009	5	and	and	CCONJ
framr-4143	1009	6	reviews	review	NOUN
framr-4143	1009	7	,	,	PUNCT
framr-4143	1009	8	10(2	10(2	NUM
framr-4143	1009	9	)	)	PUNCT
framr-4143	1009	10	,	,	PUNCT
framr-4143	1009	11	138	138	NUM
framr-4143	1009	12	-	-	SYM
framr-4143	1009	13	145	145	NUM
framr-4143	1009	14	.	.	PUNCT
framr-4143	1010	1	https://doi.org/10.30574/msarr.2024.10.2.0052	https://doi.org/10.30574/msarr.2024.10.2.0052	PROPN
framr-4143	1010	2	okabe	okabe	PROPN
framr-4143	1010	3	,	,	PUNCT
framr-4143	1010	4	k.	k.	PROPN
framr-4143	1010	5	,	,	PUNCT
framr-4143	1010	6	&	&	CCONJ
framr-4143	1010	7	otsuka	otsuka	PROPN
framr-4143	1010	8	,	,	PUNCT
framr-4143	1010	9	y.	y.	PROPN
framr-4143	1010	10	(	(	PUNCT
framr-4143	1010	11	2021	2021	NUM
framr-4143	1010	12	)	)	PUNCT
framr-4143	1010	13	.	.	PUNCT
framr-4143	1011	1	machine	machine	NOUN
framr-4143	1011	2	breakdown	breakdown	NOUN
framr-4143	1011	3	analysis	analysis	NOUN
framr-4143	1011	4	using	use	VERB
framr-4143	1011	5	artificial	artificial	ADJ
framr-4143	1011	6	intelligence	intelligence	NOUN
framr-4143	1011	7	and	and	CCONJ
framr-4143	1011	8	predictive	predictive	ADJ
framr-4143	1011	9	maintenance	maintenance	NOUN
framr-4143	1011	10	.	.	PUNCT
framr-4143	1012	1	journal	journal	NOUN
framr-4143	1012	2	of	of	ADP
framr-4143	1012	3	manufacturing	manufacturing	NOUN
framr-4143	1012	4	science	science	NOUN
framr-4143	1012	5	and	and	CCONJ
framr-4143	1012	6	engineering	engineering	NOUN
framr-4143	1012	7	,	,	PUNCT
framr-4143	1012	8	143(2	143(2	NUM
framr-4143	1012	9	)	)	PUNCT
framr-4143	1012	10	,	,	PUNCT
framr-4143	1012	11	025004	025004	NUM
framr-4143	1012	12	.	.	PUNCT
framr-4143	1013	1	https://doi.org/10.1115/1.4050492	https://doi.org/10.1115/1.4050492	PROPN
framr-4143	1013	2	oliveira	oliveira	PROPN
framr-4143	1013	3	-	-	PUNCT
framr-4143	1013	4	dias	dias	PROPN
framr-4143	1013	5	,	,	PUNCT
framr-4143	1013	6	d.	d.	PROPN
framr-4143	1013	7	,	,	PUNCT
framr-4143	1013	8	maqueira	maqueira	PROPN
framr-4143	1013	9	-	-	PUNCT
framr-4143	1013	10	marín	marín	PROPN
framr-4143	1013	11	,	,	PUNCT
framr-4143	1013	12	j.	j.	PROPN
framr-4143	1013	13	m.	m.	PROPN
framr-4143	1013	14	,	,	PUNCT
framr-4143	1013	15	&	&	CCONJ
framr-4143	1013	16	moyano	moyano	PROPN
framr-4143	1013	17	-	-	PUNCT
framr-4143	1013	18	fuentes	fuentes	PROPN
framr-4143	1013	19	,	,	PUNCT
framr-4143	1013	20	j.	j.	PROPN
framr-4143	1013	21	(	(	PUNCT
framr-4143	1013	22	2022	2022	NUM
framr-4143	1013	23	)	)	PUNCT
framr-4143	1013	24	.	.	PUNCT
framr-4143	1014	1	the	the	DET
framr-4143	1014	2	link	link	NOUN
framr-4143	1014	3	between	between	ADP
framr-4143	1014	4	information	information	NOUN
framr-4143	1014	5	and	and	CCONJ
framr-4143	1014	6	digital	digital	ADJ
framr-4143	1014	7	technologies	technology	NOUN
framr-4143	1014	8	of	of	ADP
framr-4143	1014	9	industry	industry	NOUN
framr-4143	1014	10	4.0	4.0	NUM
framr-4143	1014	11	and	and	CCONJ
framr-4143	1014	12	agile	agile	ADJ
framr-4143	1014	13	supply	supply	NOUN
framr-4143	1014	14	chain	chain	NOUN
framr-4143	1014	15	:	:	PUNCT
framr-4143	1014	16	mapping	map	VERB
framr-4143	1014	17	current	current	ADJ
framr-4143	1014	18	research	research	NOUN
framr-4143	1014	19	and	and	CCONJ
framr-4143	1014	20	establishing	establish	VERB
framr-4143	1014	21	new	new	ADJ
framr-4143	1014	22	research	research	NOUN
framr-4143	1014	23	avenues	avenue	NOUN
framr-4143	1014	24	.	.	PUNCT
framr-4143	1015	1	computers	computer	NOUN
framr-4143	1015	2	&	&	CCONJ
framr-4143	1015	3	industrial	industrial	ADJ
framr-4143	1015	4	engineering	engineering	NOUN
framr-4143	1015	5	,	,	PUNCT
framr-4143	1015	6	167	167	NUM
framr-4143	1015	7	,	,	PUNCT
framr-4143	1015	8	108000	108000	NUM
framr-4143	1015	9	.	.	PUNCT
framr-4143	1016	1	https://doi.org/10.1016/j.cie.2022.108000	https://doi.org/10.1016/j.cie.2022.108000	PROPN
framr-4143	1016	2	onal	onal	ADJ
framr-4143	1016	3	,	,	PUNCT
framr-4143	1016	4	s.	s.	PROPN
framr-4143	1016	5	,	,	PUNCT
framr-4143	1016	6	zhu	zhu	PROPN
framr-4143	1016	7	,	,	PUNCT
framr-4143	1016	8	w.	w.	PROPN
framr-4143	1016	9	,	,	PUNCT
framr-4143	1016	10	&	&	CCONJ
framr-4143	1016	11	das	das	PROPN
framr-4143	1016	12	,	,	PUNCT
framr-4143	1016	13	s.	s.	PROPN
framr-4143	1016	14	(	(	PUNCT
framr-4143	1016	15	2023	2023	NUM
framr-4143	1016	16	)	)	PUNCT
framr-4143	1016	17	.	.	PUNCT
framr-4143	1017	1	order	order	NOUN
framr-4143	1017	2	picking	pick	VERB
framr-4143	1017	3	heuristics	heuristic	NOUN
framr-4143	1017	4	for	for	ADP
framr-4143	1017	5	online	online	ADJ
framr-4143	1017	6	order	order	NOUN
framr-4143	1017	7	fulfillment	fulfillment	NOUN
framr-4143	1017	8	warehouses	warehouse	NOUN
framr-4143	1017	9	with	with	ADP
framr-4143	1017	10	explosive	explosive	ADJ
framr-4143	1017	11	storage	storage	NOUN
framr-4143	1017	12	.	.	PUNCT
framr-4143	1018	1	international	international	ADJ
framr-4143	1018	2	journal	journal	PROPN
framr-4143	1018	3	of	of	ADP
framr-4143	1018	4	production	production	NOUN
framr-4143	1018	5	economics	economic	NOUN
framr-4143	1018	6	,	,	PUNCT
framr-4143	1018	7	256	256	NUM
framr-4143	1018	8	,	,	PUNCT
framr-4143	1018	9	108747	108747	NUM
framr-4143	1018	10	.	.	PUNCT
framr-4143	1019	1	https://doi.org/10.1016/j.ijpe.2022.108747	https://doi.org/10.1016/j.ijpe.2022.108747	PROPN
framr-4143	1019	2	oriekhoe	oriekhoe	PROPN
framr-4143	1019	3	,	,	PUNCT
framr-4143	1019	4	o.	o.	PROPN
framr-4143	1019	5	i.	i.	PROPN
framr-4143	1019	6	,	,	PUNCT
framr-4143	1019	7	oyeyemi	oyeyemi	PROPN
framr-4143	1019	8	,	,	PUNCT
framr-4143	1019	9	o.	o.	PROPN
framr-4143	1019	10	p.	p.	PROPN
framr-4143	1019	11	,	,	PUNCT
framr-4143	1019	12	bello	bello	PROPN
framr-4143	1019	13	,	,	PUNCT
framr-4143	1019	14	b.	b.	PROPN
framr-4143	1019	15	g.	g.	PROPN
framr-4143	1019	16	,	,	PUNCT
framr-4143	1019	17	omotoye	omotoye	PROPN
framr-4143	1019	18	,	,	PUNCT
framr-4143	1019	19	g.	g.	PROPN
framr-4143	1019	20	b.	b.	PROPN
framr-4143	1019	21	,	,	PUNCT
framr-4143	1019	22	daraojimba	daraojimba	PROPN
framr-4143	1019	23	,	,	PUNCT
framr-4143	1019	24	a.	a.	NOUN
framr-4143	1019	25	i.	i.	PROPN
framr-4143	1019	26	,	,	PUNCT
framr-4143	1019	27	&	&	CCONJ
framr-4143	1019	28	adefemi	adefemi	ADV
framr-4143	1019	29	,	,	PUNCT
framr-4143	1019	30	a.	a.	NOUN
framr-4143	1019	31	(	(	PUNCT
framr-4143	1019	32	2024	2024	NUM
framr-4143	1019	33	)	)	PUNCT
framr-4143	1019	34	.	.	PUNCT
framr-4143	1020	1	blockchain	blockchain	PROPN
framr-4143	1020	2	in	in	ADP
framr-4143	1020	3	supply	supply	NOUN
framr-4143	1020	4	chain	chain	NOUN
framr-4143	1020	5	management	management	NOUN
framr-4143	1020	6	:	:	PUNCT
framr-4143	1020	7	a	a	DET
framr-4143	1020	8	review	review	NOUN
framr-4143	1020	9	of	of	ADP
framr-4143	1020	10	efficiency	efficiency	NOUN
framr-4143	1020	11	,	,	PUNCT
framr-4143	1020	12	transparency	transparency	NOUN
framr-4143	1020	13	,	,	PUNCT
framr-4143	1020	14	and	and	CCONJ
framr-4143	1020	15	innovation	innovation	NOUN
framr-4143	1020	16	.	.	PUNCT
framr-4143	1021	1	international	international	ADJ
framr-4143	1021	2	journal	journal	PROPN
framr-4143	1021	3	of	of	ADP
framr-4143	1021	4	science	science	NOUN
framr-4143	1021	5	and	and	CCONJ
framr-4143	1021	6	research	research	NOUN
framr-4143	1021	7	archive	archive	NOUN
framr-4143	1021	8	,	,	PUNCT
framr-4143	1021	9	11(1	11(1	NUM
framr-4143	1021	10	)	)	PUNCT
framr-4143	1021	11	,	,	PUNCT
framr-4143	1021	12	173	173	NUM
framr-4143	1021	13	-	-	SYM
framr-4143	1021	14	181	181	NUM
framr-4143	1021	15	.	.	PUNCT
framr-4143	1022	1	https://doi.org/10.30574/ijsra.2024.11.1.0028	https://doi.org/10.30574/ijsra.2024.11.1.0028	PROPN
framr-4143	1022	2	patil	patil	PROPN
framr-4143	1022	3	,	,	PUNCT
framr-4143	1022	4	d.	d.	PROPN
framr-4143	1022	5	a.	a.	PROPN
framr-4143	1022	6	(	(	PUNCT
framr-4143	1022	7	2020	2020	NUM
framr-4143	1022	8	)	)	PUNCT
framr-4143	1022	9	.	.	PUNCT
framr-4143	1023	1	the	the	DET
framr-4143	1023	2	study	study	NOUN
framr-4143	1023	3	of	of	ADP
framr-4143	1023	4	industry	industry	NOUN
framr-4143	1023	5	4.0	4.0	NUM
framr-4143	1023	6	and	and	CCONJ
framr-4143	1023	7	its	its	PRON
framr-4143	1023	8	impact	impact	NOUN
framr-4143	1023	9	on	on	ADP
framr-4143	1023	10	supply	supply	NOUN
framr-4143	1023	11	chain	chain	NOUN
framr-4143	1023	12	management	management	NOUN
framr-4143	1023	13	.	.	PUNCT
framr-4143	1024	1	international	international	ADJ
framr-4143	1024	2	research	research	PROPN
framr-4143	1024	3	journal	journal	NOUN
framr-4143	1024	4	of	of	ADP
framr-4143	1024	5	engineering	engineering	NOUN
framr-4143	1024	6	and	and	CCONJ
framr-4143	1024	7	technology	technology	NOUN
framr-4143	1024	8	,	,	PUNCT
framr-4143	1024	9	7	7	NUM
framr-4143	1024	10	,	,	PUNCT
framr-4143	1024	11	2020	2020	NUM
framr-4143	1024	12	-	-	SYM
framr-4143	1024	13	2038	2038	NUM
framr-4143	1024	14	.	.	PUNCT
framr-4143	1025	1	pfizer	pfizer	NOUN
framr-4143	1025	2	.	.	PUNCT
framr-4143	1026	1	(	(	PUNCT
framr-4143	1026	2	2021a	2021a	NUM
framr-4143	1026	3	)	)	PUNCT
framr-4143	1026	4	.	.	PUNCT
framr-4143	1027	1	rfid	rfid	NOUN
framr-4143	1027	2	and	and	CCONJ
framr-4143	1027	3	temperature	temperature	NOUN
framr-4143	1027	4	monitoring	monitoring	NOUN
framr-4143	1027	5	in	in	ADP
framr-4143	1027	6	vaccine	vaccine	NOUN
framr-4143	1027	7	transportation	transportation	NOUN
framr-4143	1027	8	.	.	PUNCT
framr-4143	1028	1	retrieved	retrieve	VERB
framr-4143	1028	2	from	from	ADP
framr-4143	1028	3	https://www.pfizer.com	https://www.pfizer.com	X
framr-4143	1028	4	pfizer	pfizer	X
framr-4143	1028	5	.	.	PUNCT
framr-4143	1029	1	(	(	PUNCT
framr-4143	1029	2	2021b	2021b	NUM
framr-4143	1029	3	)	)	PUNCT
framr-4143	1029	4	.	.	PUNCT
framr-4143	1030	1	using	use	VERB
framr-4143	1030	2	iot	iot	NOUN
framr-4143	1030	3	to	to	PART
framr-4143	1030	4	monitor	monitor	VERB
framr-4143	1030	5	storage	storage	NOUN
framr-4143	1030	6	conditions	condition	NOUN
framr-4143	1030	7	for	for	ADP
framr-4143	1030	8	vaccine	vaccine	NOUN
framr-4143	1030	9	distribution	distribution	NOUN
framr-4143	1030	10	.	.	PUNCT
framr-4143	1031	1	retrieved	retrieve	VERB
framr-4143	1031	2	from	from	ADP
framr-4143	1031	3	https://www.pfizer.com	https://www.pfizer.com	X
framr-4143	1031	4	pwc	pwc	PROPN
framr-4143	1031	5	.	.	PUNCT
framr-4143	1032	1	(	(	PUNCT
framr-4143	1032	2	2021	2021	NUM
framr-4143	1032	3	)	)	PUNCT
framr-4143	1032	4	.	.	PUNCT
framr-4143	1033	1	blockchain	blockchain	PROPN
framr-4143	1033	2	and	and	CCONJ
framr-4143	1033	3	smart	smart	ADJ
framr-4143	1033	4	contracts	contract	NOUN
framr-4143	1033	5	in	in	ADP
framr-4143	1033	6	supply	supply	NOUN
framr-4143	1033	7	chain	chain	NOUN
framr-4143	1033	8	payments	payment	NOUN
framr-4143	1033	9	.	.	PUNCT
framr-4143	1034	1	retrieved	retrieve	VERB
framr-4143	1034	2	from	from	ADP
framr-4143	1034	3	https://www.pwc.com	https://www.pwc.com	PROPN
framr-4143	1034	4	ragazou	ragazou	PROPN
framr-4143	1034	5	,	,	PUNCT
framr-4143	1034	6	e.	e.	PROPN
framr-4143	1034	7	,	,	PUNCT
framr-4143	1034	8	apostolou	apostolou	ADV
framr-4143	1034	9	,	,	PUNCT
framr-4143	1034	10	d.	d.	PROPN
framr-4143	1034	11	,	,	PUNCT
framr-4143	1034	12	&	&	CCONJ
framr-4143	1034	13	karampinis	karampinis	PROPN
framr-4143	1034	14	,	,	PUNCT
framr-4143	1034	15	i.	i.	PROPN
framr-4143	1034	16	(	(	PUNCT
framr-4143	1034	17	2023	2023	NUM
framr-4143	1034	18	)	)	PUNCT
framr-4143	1034	19	.	.	PUNCT
framr-4143	1035	1	business	business	NOUN
framr-4143	1035	2	intelligence	intelligence	NOUN
framr-4143	1035	3	in	in	ADP
framr-4143	1035	4	the	the	DET
framr-4143	1035	5	digital	digital	ADJ
framr-4143	1035	6	age	age	NOUN
framr-4143	1035	7	:	:	PUNCT
framr-4143	1035	8	tools	tool	NOUN
framr-4143	1035	9	,	,	PUNCT
framr-4143	1035	10	techniques	technique	NOUN
framr-4143	1035	11	,	,	PUNCT
framr-4143	1035	12	and	and	CCONJ
framr-4143	1035	13	applications	application	NOUN
framr-4143	1035	14	.	.	PUNCT
framr-4143	1036	1	journal	journal	PROPN
framr-4143	1036	2	of	of	ADP
framr-4143	1036	3	business	business	NOUN
framr-4143	1036	4	analytics	analytic	NOUN
framr-4143	1036	5	,	,	PUNCT
framr-4143	1036	6	12(2	12(2	NUM
framr-4143	1036	7	)	)	PUNCT
framr-4143	1036	8	,	,	PUNCT
framr-4143	1036	9	122	122	NUM
framr-4143	1036	10	-	-	SYM
framr-4143	1036	11	137	137	NUM
framr-4143	1036	12	.	.	PUNCT
framr-4143	1037	1	rezaei	rezaei	PROPN
framr-4143	1037	2	,	,	PUNCT
framr-4143	1037	3	j.	j.	PROPN
framr-4143	1037	4	,	,	PUNCT
framr-4143	1037	5	ortt	ortt	PROPN
framr-4143	1037	6	,	,	PUNCT
framr-4143	1037	7	r.	r.	PROPN
framr-4143	1037	8	,	,	PUNCT
framr-4143	1037	9	&	&	CCONJ
framr-4143	1037	10	roodhooft	roodhooft	PROPN
framr-4143	1037	11	,	,	PUNCT
framr-4143	1037	12	f.	f.	PROPN
framr-4143	1037	13	(	(	PUNCT
framr-4143	1037	14	2017	2017	NUM
framr-4143	1037	15	)	)	PUNCT
framr-4143	1037	16	.	.	PUNCT
framr-4143	1038	1	internet	internet	NOUN
framr-4143	1038	2	of	of	ADP
framr-4143	1038	3	things	thing	NOUN
framr-4143	1038	4	in	in	ADP
framr-4143	1038	5	supply	supply	NOUN
framr-4143	1038	6	chain	chain	NOUN
framr-4143	1038	7	decision	decision	NOUN
framr-4143	1038	8	making	making	NOUN
framr-4143	1038	9	.	.	PUNCT
framr-4143	1039	1	computers	computer	NOUN
framr-4143	1039	2	in	in	ADP
framr-4143	1039	3	industry	industry	NOUN
framr-4143	1039	4	,	,	PUNCT
framr-4143	1039	5	91	91	NUM
framr-4143	1039	6	,	,	PUNCT
framr-4143	1039	7	97	97	NUM
framr-4143	1039	8	-	-	SYM
framr-4143	1039	9	109	109	NUM
framr-4143	1039	10	.	.	PUNCT
framr-4143	1040	1	https://doi.org/10.1016/j.compind.2017.08.005	https://doi.org/10.1016/j.compind.2017.08.005	PROPN
framr-4143	1040	2	https://www.mckinsey.com/	https://www.mckinsey.com/	NOUN
framr-4143	1040	3	https://www.mckinsey.com/	https://www.mckinsey.com/	NOUN
framr-4143	1040	4	https://www.mckinsey.com/	https://www.mckinsey.com/	NOUN
framr-4143	1040	5	https://www.mckinsey.com/	https://www.mckinsey.com/	NOUN
framr-4143	1040	6	https://www.mckinsey.com/	https://www.mckinsey.com/	NOUN
framr-4143	1040	7	https://www.meticulousresearch.com/	https://www.meticulousresearch.com/	NOUN
framr-4143	1040	8	https://doi.org/10.1016/j.adhoc.2012.02.016	https://doi.org/10.1016/j.adhoc.2012.02.016	PROPN
framr-4143	1040	9	https://doi.org/10.1080/13675567.2021.1941243	https://doi.org/10.1080/13675567.2021.1941243	PROPN
framr-4143	1040	10	https://doi.org/10.1016/j.ijiem.2024.02.004	https://doi.org/10.1016/j.ijiem.2024.02.004	PROPN
framr-4143	1040	11	https://doi.org/10.1016/j.jmsy.2016.06.001	https://doi.org/10.1016/j.jmsy.2016.06.001	VERB
framr-4143	1040	12	https://doi.org/10.1016/j.jaib.2021.03.004	https://doi.org/10.1016/j.jaib.2021.03.004	NOUN
framr-4143	1040	13	https://doi.org/10.30574/msarr.2024.10.2.0052	https://doi.org/10.30574/msarr.2024.10.2.0052	INTJ
framr-4143	1040	14	https://doi.org/10.1115/1.4050492	https://doi.org/10.1115/1.4050492	NOUN
framr-4143	1040	15	https://doi.org/10.1016/j.cie.2022.108000	https://doi.org/10.1016/j.cie.2022.108000	PUNCT
framr-4143	1040	16	https://doi.org/10.1016/j.ijpe.2022.108747	https://doi.org/10.1016/j.ijpe.2022.108747	VERB
framr-4143	1040	17	https://doi.org/10.30574/ijsra.2024.11.1.0028	https://doi.org/10.30574/ijsra.2024.11.1.0028	PROPN
framr-4143	1040	18	https://www.pfizer.com/	https://www.pfizer.com/	ADJ
framr-4143	1040	19	https://www.pfizer.com/	https://www.pfizer.com/	ADJ
framr-4143	1040	20	https://www.pwc.com/	https://www.pwc.com/	PROPN
framr-4143	1040	21	https://doi.org/10.1016/j.compind.2017.08.005	https://doi.org/10.1016/j.compind.2017.08.005	VERB
framr-4143	1040	22	financial	financial	ADJ
framr-4143	1040	23	risk	risk	NOUN
framr-4143	1040	24	and	and	CCONJ
framr-4143	1040	25	management	management	NOUN
framr-4143	1040	26	reviews	review	NOUN
framr-4143	1040	27	,	,	PUNCT
framr-4143	1040	28	2025	2025	NUM
framr-4143	1040	29	,	,	PUNCT
framr-4143	1040	30	11(1	11(1	NUM
framr-4143	1040	31	):	):	PUNCT
framr-4143	1040	32	72	72	NUM
framr-4143	1040	33	-	-	SYM
framr-4143	1040	34	102	102	NUM
framr-4143	1040	35	101	101	NUM
framr-4143	1040	36	©	©	PROPN
framr-4143	1040	37	2025	2025	NUM
framr-4143	1040	38	conscientia	conscientia	PROPN
framr-4143	1040	39	beam	beam	PROPN
framr-4143	1040	40	.	.	PUNCT
framr-4143	1041	1	all	all	DET
framr-4143	1041	2	rights	right	NOUN
framr-4143	1041	3	reserved	reserve	VERB
framr-4143	1041	4	.	.	PUNCT
framr-4143	1042	1	saberi	saberi	PROPN
framr-4143	1042	2	,	,	PUNCT
framr-4143	1042	3	s.	s.	PROPN
framr-4143	1042	4	,	,	PUNCT
framr-4143	1042	5	kouhizadeh	kouhizadeh	PROPN
framr-4143	1042	6	,	,	PUNCT
framr-4143	1042	7	m.	m.	NOUN
framr-4143	1042	8	,	,	PUNCT
framr-4143	1042	9	sarkis	sarkis	PROPN
framr-4143	1042	10	,	,	PUNCT
framr-4143	1042	11	j.	j.	PROPN
framr-4143	1042	12	,	,	PUNCT
framr-4143	1042	13	&	&	CCONJ
framr-4143	1042	14	shen	shen	PROPN
framr-4143	1042	15	,	,	PUNCT
framr-4143	1042	16	l.	l.	PROPN
framr-4143	1042	17	(	(	PUNCT
framr-4143	1042	18	2019	2019	NUM
framr-4143	1042	19	)	)	PUNCT
framr-4143	1042	20	.	.	PUNCT
framr-4143	1043	1	blockchain	blockchain	PROPN
framr-4143	1043	2	technology	technology	PROPN
framr-4143	1043	3	and	and	CCONJ
framr-4143	1043	4	the	the	DET
framr-4143	1043	5	supply	supply	NOUN
framr-4143	1043	6	chain	chain	NOUN
framr-4143	1043	7	:	:	PUNCT
framr-4143	1043	8	a	a	DET
framr-4143	1043	9	systematic	systematic	ADJ
framr-4143	1043	10	review	review	NOUN
framr-4143	1043	11	of	of	ADP
framr-4143	1043	12	the	the	DET
framr-4143	1043	13	literature	literature	NOUN
framr-4143	1043	14	.	.	PUNCT
framr-4143	1044	1	international	international	ADJ
framr-4143	1044	2	journal	journal	PROPN
framr-4143	1044	3	of	of	ADP
framr-4143	1044	4	production	production	NOUN
framr-4143	1044	5	research	research	NOUN
framr-4143	1044	6	,	,	PUNCT
framr-4143	1044	7	57(7	57(7	NUM
framr-4143	1044	8	)	)	PUNCT
framr-4143	1044	9	,	,	PUNCT
framr-4143	1044	10	2117	2117	NUM
framr-4143	1044	11	-	-	SYM
framr-4143	1044	12	2135	2135	NUM
framr-4143	1044	13	.	.	PUNCT
framr-4143	1045	1	https://doi.org/10.1080/00207543.2018.1533261	https://doi.org/10.1080/00207543.2018.1533261	PROPN
framr-4143	1045	2	sabherwal	sabherwal	NOUN
framr-4143	1045	3	,	,	PUNCT
framr-4143	1045	4	r.	r.	PROPN
framr-4143	1045	5	,	,	PUNCT
framr-4143	1045	6	&	&	CCONJ
framr-4143	1045	7	becerra	becerra	PROPN
framr-4143	1045	8	-	-	PUNCT
framr-4143	1045	9	fernandez	fernandez	PROPN
framr-4143	1045	10	,	,	PUNCT
framr-4143	1045	11	i.	i.	NOUN
framr-4143	1045	12	(	(	PUNCT
framr-4143	1045	13	2013	2013	NUM
framr-4143	1045	14	)	)	PUNCT
framr-4143	1045	15	.	.	PUNCT
framr-4143	1046	1	business	business	NOUN
framr-4143	1046	2	intelligence	intelligence	NOUN
framr-4143	1046	3	:	:	PUNCT
framr-4143	1046	4	practices	practice	NOUN
framr-4143	1046	5	,	,	PUNCT
framr-4143	1046	6	technologies	technology	NOUN
framr-4143	1046	7	,	,	PUNCT
framr-4143	1046	8	and	and	CCONJ
framr-4143	1046	9	management	management	NOUN
framr-4143	1046	10	.	.	PUNCT
framr-4143	1047	1	hoboken	hoboken	PROPN
framr-4143	1047	2	,	,	PUNCT
framr-4143	1047	3	nj	nj	PROPN
framr-4143	1047	4	:	:	PUNCT
framr-4143	1047	5	wiley	wiley	PROPN
framr-4143	1047	6	.	.	PUNCT
framr-4143	1048	1	sahoo	sahoo	PROPN
framr-4143	1048	2	,	,	PUNCT
framr-4143	1048	3	s.	s.	PROPN
framr-4143	1048	4	,	,	PUNCT
framr-4143	1048	5	kumar	kumar	PROPN
framr-4143	1048	6	,	,	PUNCT
framr-4143	1048	7	a.	a.	PROPN
framr-4143	1048	8	,	,	PUNCT
framr-4143	1048	9	&	&	CCONJ
framr-4143	1048	10	upadhyay	upadhyay	PROPN
framr-4143	1048	11	,	,	PUNCT
framr-4143	1048	12	a.	a.	NOUN
framr-4143	1048	13	(	(	PUNCT
framr-4143	1048	14	2023	2023	NUM
framr-4143	1048	15	)	)	PUNCT
framr-4143	1048	16	.	.	PUNCT
framr-4143	1049	1	how	how	SCONJ
framr-4143	1049	2	do	do	VERB
framr-4143	1049	3	green	green	ADJ
framr-4143	1049	4	knowledge	knowledge	NOUN
framr-4143	1049	5	management	management	NOUN
framr-4143	1049	6	and	and	CCONJ
framr-4143	1049	7	green	green	ADJ
framr-4143	1049	8	technology	technology	NOUN
framr-4143	1049	9	innovation	innovation	NOUN
framr-4143	1049	10	impact	impact	NOUN
framr-4143	1049	11	corporate	corporate	ADJ
framr-4143	1049	12	environmental	environmental	ADJ
framr-4143	1049	13	performance	performance	NOUN
framr-4143	1049	14	?	?	PUNCT
framr-4143	1050	1	understanding	understand	VERB
framr-4143	1050	2	the	the	DET
framr-4143	1050	3	role	role	NOUN
framr-4143	1050	4	of	of	ADP
framr-4143	1050	5	green	green	ADJ
framr-4143	1050	6	knowledge	knowledge	PROPN
framr-4143	1050	7	acquisition	acquisition	NOUN
framr-4143	1050	8	.	.	PUNCT
framr-4143	1051	1	business	business	NOUN
framr-4143	1051	2	strategy	strategy	NOUN
framr-4143	1051	3	and	and	CCONJ
framr-4143	1051	4	the	the	DET
framr-4143	1051	5	environment	environment	NOUN
framr-4143	1051	6	,	,	PUNCT
framr-4143	1051	7	32(1	32(1	NUM
framr-4143	1051	8	)	)	PUNCT
framr-4143	1051	9	,	,	PUNCT
framr-4143	1051	10	551	551	NUM
framr-4143	1051	11	-	-	SYM
framr-4143	1051	12	569	569	NUM
framr-4143	1051	13	.	.	PUNCT
framr-4143	1051	14	sarac	sarac	NOUN
framr-4143	1051	15	,	,	PUNCT
framr-4143	1051	16	a.	a.	NOUN
framr-4143	1051	17	,	,	PUNCT
framr-4143	1051	18	abolhasani	abolhasani	PROPN
framr-4143	1051	19	,	,	PUNCT
framr-4143	1051	20	m.	m.	NOUN
framr-4143	1051	21	,	,	PUNCT
framr-4143	1051	22	&	&	CCONJ
framr-4143	1051	23	syntetos	syntetos	PROPN
framr-4143	1051	24	,	,	PUNCT
framr-4143	1051	25	a.	a.	NOUN
framr-4143	1051	26	a.	a.	NOUN
framr-4143	1051	27	(	(	PUNCT
framr-4143	1051	28	2010	2010	NUM
framr-4143	1051	29	)	)	PUNCT
framr-4143	1051	30	.	.	PUNCT
framr-4143	1052	1	a	a	DET
framr-4143	1052	2	review	review	NOUN
framr-4143	1052	3	of	of	ADP
framr-4143	1052	4	rfid	rfid	NOUN
framr-4143	1052	5	applications	application	NOUN
framr-4143	1052	6	in	in	ADP
framr-4143	1052	7	supply	supply	NOUN
framr-4143	1052	8	chain	chain	NOUN
framr-4143	1052	9	management	management	NOUN
framr-4143	1052	10	.	.	PUNCT
framr-4143	1053	1	international	international	ADJ
framr-4143	1053	2	journal	journal	PROPN
framr-4143	1053	3	of	of	ADP
framr-4143	1053	4	production	production	NOUN
framr-4143	1053	5	economics	economic	NOUN
framr-4143	1053	6	,	,	PUNCT
framr-4143	1053	7	128(1	128(1	NUM
framr-4143	1053	8	)	)	PUNCT
framr-4143	1053	9	,	,	PUNCT
framr-4143	1053	10	61	61	NUM
framr-4143	1053	11	-	-	SYM
framr-4143	1053	12	73	73	NUM
framr-4143	1053	13	.	.	PUNCT
framr-4143	1054	1	https://doi.org/10.1016/j.ijpe.2010.07.020	https://doi.org/10.1016/j.ijpe.2010.07.020	PRON
framr-4143	1054	2	sarkis	sarkis	PROPN
framr-4143	1054	3	,	,	PUNCT
framr-4143	1054	4	j.	j.	PROPN
framr-4143	1054	5	(	(	PUNCT
framr-4143	1054	6	2020	2020	NUM
framr-4143	1054	7	)	)	PUNCT
framr-4143	1054	8	.	.	PUNCT
framr-4143	1055	1	supply	supply	NOUN
framr-4143	1055	2	chain	chain	NOUN
framr-4143	1055	3	management	management	NOUN
framr-4143	1055	4	and	and	CCONJ
framr-4143	1055	5	covid-19	covid-19	PROPN
framr-4143	1055	6	:	:	PUNCT
framr-4143	1055	7	the	the	DET
framr-4143	1055	8	implications	implication	NOUN
framr-4143	1055	9	of	of	ADP
framr-4143	1055	10	the	the	DET
framr-4143	1055	11	pandemic	pandemic	ADJ
framr-4143	1055	12	on	on	ADP
framr-4143	1055	13	supply	supply	NOUN
framr-4143	1055	14	chain	chain	NOUN
framr-4143	1055	15	resilience	resilience	NOUN
framr-4143	1055	16	.	.	PUNCT
framr-4143	1056	1	journal	journal	PROPN
framr-4143	1056	2	of	of	ADP
framr-4143	1056	3	supply	supply	NOUN
framr-4143	1056	4	chain	chain	NOUN
framr-4143	1056	5	management	management	NOUN
framr-4143	1056	6	,	,	PUNCT
framr-4143	1056	7	56(4	56(4	NOUN
framr-4143	1056	8	)	)	PUNCT
framr-4143	1056	9	,	,	PUNCT
framr-4143	1056	10	78	78	NUM
framr-4143	1056	11	-	-	SYM
framr-4143	1056	12	91	91	NUM
framr-4143	1056	13	.	.	PUNCT
framr-4143	1057	1	https://doi.org/10.1111/jscm.12299	https://doi.org/10.1111/jscm.12299	VERB
framr-4143	1057	2	savushkin	savushkin	NOUN
framr-4143	1057	3	,	,	PUNCT
framr-4143	1057	4	n.	n.	PROPN
framr-4143	1057	5	(	(	PUNCT
framr-4143	1057	6	2024	2024	NUM
framr-4143	1057	7	)	)	PUNCT
framr-4143	1057	8	.	.	PUNCT
framr-4143	1058	1	warehouse	warehouse	NOUN
framr-4143	1058	2	automation	automation	NOUN
framr-4143	1058	3	in	in	ADP
framr-4143	1058	4	logistics	logistic	NOUN
framr-4143	1058	5	:	:	PUNCT
framr-4143	1058	6	case	case	NOUN
framr-4143	1058	7	study	study	NOUN
framr-4143	1058	8	of	of	ADP
framr-4143	1058	9	amazon	amazon	NOUN
framr-4143	1058	10	and	and	CCONJ
framr-4143	1058	11	ocado	ocado	PROPN
framr-4143	1058	12	.	.	PUNCT
framr-4143	1059	1	schmidt	schmidt	PROPN
framr-4143	1059	2	,	,	PUNCT
framr-4143	1059	3	c.	c.	PROPN
framr-4143	1059	4	g.	g.	PROPN
framr-4143	1059	5	,	,	PUNCT
framr-4143	1059	6	&	&	CCONJ
framr-4143	1059	7	wagner	wagner	PROPN
framr-4143	1059	8	,	,	PUNCT
framr-4143	1059	9	s.	s.	PROPN
framr-4143	1059	10	m.	m.	PROPN
framr-4143	1059	11	(	(	PUNCT
framr-4143	1059	12	2019	2019	NUM
framr-4143	1059	13	)	)	PUNCT
framr-4143	1059	14	.	.	PUNCT
framr-4143	1060	1	blockchain	blockchain	PROPN
framr-4143	1060	2	and	and	CCONJ
framr-4143	1060	3	supply	supply	NOUN
framr-4143	1060	4	chain	chain	NOUN
framr-4143	1060	5	relations	relation	NOUN
framr-4143	1060	6	:	:	PUNCT
framr-4143	1060	7	a	a	DET
framr-4143	1060	8	transaction	transaction	NOUN
framr-4143	1060	9	cost	cost	NOUN
framr-4143	1060	10	theory	theory	NOUN
framr-4143	1060	11	perspective	perspective	NOUN
framr-4143	1060	12	.	.	PUNCT
framr-4143	1061	1	journal	journal	NOUN
framr-4143	1061	2	of	of	ADP
framr-4143	1061	3	purchasing	purchasing	NOUN
framr-4143	1061	4	and	and	CCONJ
framr-4143	1061	5	supply	supply	NOUN
framr-4143	1061	6	management	management	NOUN
framr-4143	1061	7	,	,	PUNCT
framr-4143	1061	8	25(4	25(4	NOUN
framr-4143	1061	9	)	)	PUNCT
framr-4143	1061	10	,	,	PUNCT
framr-4143	1061	11	100552	100552	NUM
framr-4143	1061	12	.	.	PUNCT
framr-4143	1062	1	seddon	seddon	PROPN
framr-4143	1062	2	,	,	PUNCT
framr-4143	1062	3	p.	p.	PROPN
framr-4143	1062	4	b.	b.	PROPN
framr-4143	1062	5	,	,	PUNCT
framr-4143	1062	6	constantinides	constantinide	VERB
framr-4143	1062	7	,	,	PUNCT
framr-4143	1062	8	p.	p.	NOUN
framr-4143	1062	9	,	,	PUNCT
framr-4143	1062	10	&	&	CCONJ
framr-4143	1062	11	tzuo	tzuo	PROPN
framr-4143	1062	12	,	,	PUNCT
framr-4143	1062	13	h.	h.	PROPN
framr-4143	1062	14	(	(	PUNCT
framr-4143	1062	15	2017	2017	NUM
framr-4143	1062	16	)	)	PUNCT
framr-4143	1062	17	.	.	PUNCT
framr-4143	1063	1	the	the	DET
framr-4143	1063	2	impact	impact	NOUN
framr-4143	1063	3	of	of	ADP
framr-4143	1063	4	business	business	NOUN
framr-4143	1063	5	intelligence	intelligence	NOUN
framr-4143	1063	6	and	and	CCONJ
framr-4143	1063	7	analytics	analytic	NOUN
framr-4143	1063	8	on	on	ADP
framr-4143	1063	9	business	business	NOUN
framr-4143	1063	10	performance	performance	NOUN
framr-4143	1063	11	:	:	PUNCT
framr-4143	1063	12	a	a	DET
framr-4143	1063	13	conceptual	conceptual	ADJ
framr-4143	1063	14	framework	framework	NOUN
framr-4143	1063	15	.	.	PUNCT
framr-4143	1064	1	journal	journal	NOUN
framr-4143	1064	2	of	of	ADP
framr-4143	1064	3	information	information	NOUN
framr-4143	1064	4	technology	technology	NOUN
framr-4143	1064	5	,	,	PUNCT
framr-4143	1064	6	32(1	32(1	NUM
framr-4143	1064	7	)	)	PUNCT
framr-4143	1064	8	,	,	PUNCT
framr-4143	1064	9	24	24	NUM
framr-4143	1064	10	-	-	SYM
framr-4143	1064	11	45	45	NUM
framr-4143	1064	12	.	.	PUNCT
framr-4143	1065	1	https://doi.org/10.1057/s41265-016-0028-2	https://doi.org/10.1057/s41265-016-0028-2	NOUN
framr-4143	1065	2	sharma	sharma	NOUN
framr-4143	1065	3	,	,	PUNCT
framr-4143	1065	4	a.	a.	NOUN
framr-4143	1065	5	,	,	PUNCT
framr-4143	1065	6	singh	singh	PROPN
framr-4143	1065	7	,	,	PUNCT
framr-4143	1065	8	s.	s.	PROPN
framr-4143	1065	9	,	,	PUNCT
framr-4143	1065	10	&	&	CCONJ
framr-4143	1065	11	gupta	gupta	PROPN
framr-4143	1065	12	,	,	PUNCT
framr-4143	1065	13	s.	s.	PROPN
framr-4143	1065	14	(	(	PUNCT
framr-4143	1065	15	2022	2022	NUM
framr-4143	1065	16	)	)	PUNCT
framr-4143	1065	17	.	.	PUNCT
framr-4143	1066	1	advancements	advancement	NOUN
framr-4143	1066	2	in	in	ADP
framr-4143	1066	3	artificial	artificial	ADJ
framr-4143	1066	4	intelligence	intelligence	NOUN
framr-4143	1066	5	:	:	PUNCT
framr-4143	1066	6	applications	application	NOUN
framr-4143	1066	7	in	in	ADP
framr-4143	1066	8	computer	computer	NOUN
framr-4143	1066	9	vision	vision	NOUN
framr-4143	1066	10	,	,	PUNCT
framr-4143	1066	11	speech	speech	NOUN
framr-4143	1066	12	recognition	recognition	NOUN
framr-4143	1066	13	,	,	PUNCT
framr-4143	1066	14	and	and	CCONJ
framr-4143	1066	15	automation	automation	NOUN
framr-4143	1066	16	.	.	PUNCT
framr-4143	1067	1	journal	journal	NOUN
framr-4143	1067	2	of	of	ADP
framr-4143	1067	3	artificial	artificial	ADJ
framr-4143	1067	4	intelligence	intelligence	NOUN
framr-4143	1067	5	and	and	CCONJ
framr-4143	1067	6	automation	automation	NOUN
framr-4143	1067	7	,	,	PUNCT
framr-4143	1067	8	15(3	15(3	NUM
framr-4143	1067	9	)	)	PUNCT
framr-4143	1067	10	,	,	PUNCT
framr-4143	1067	11	210	210	NUM
framr-4143	1067	12	-	-	SYM
framr-4143	1067	13	225	225	NUM
framr-4143	1067	14	.	.	PUNCT
framr-4143	1068	1	https://doi.org/10.1016/j.jaia.2022.01.006	https://doi.org/10.1016/j.jaia.2022.01.006	NOUN
framr-4143	1068	2	sharma	sharma	PROPN
framr-4143	1068	3	,	,	PUNCT
framr-4143	1068	4	m.	m.	NOUN
framr-4143	1068	5	,	,	PUNCT
framr-4143	1068	6	&	&	CCONJ
framr-4143	1068	7	kumar	kumar	PROPN
framr-4143	1068	8	,	,	PUNCT
framr-4143	1068	9	p.	p.	NOUN
framr-4143	1068	10	(	(	PUNCT
framr-4143	1068	11	2021	2021	NUM
framr-4143	1068	12	)	)	PUNCT
framr-4143	1068	13	.	.	PUNCT
framr-4143	1069	1	adoption	adoption	NOUN
framr-4143	1069	2	of	of	ADP
framr-4143	1069	3	blockchain	blockchain	PROPN
framr-4143	1069	4	technology	technology	PROPN
framr-4143	1069	5	:	:	PUNCT
framr-4143	1069	6	a	a	DET
framr-4143	1069	7	case	case	NOUN
framr-4143	1069	8	study	study	NOUN
framr-4143	1069	9	of	of	ADP
framr-4143	1069	10	walmart	walmart	PROPN
framr-4143	1069	11	.	.	PUNCT
framr-4143	1070	1	in	in	ADP
framr-4143	1070	2	r.	r.	PROPN
framr-4143	1070	3	bansal	bansal	PROPN
framr-4143	1070	4	,	,	PUNCT
framr-4143	1070	5	p.	p.	NOUN
framr-4143	1070	6	malyadri	malyadri	PROPN
framr-4143	1070	7	,	,	PUNCT
framr-4143	1070	8	a.	a.	NOUN
framr-4143	1070	9	singh	singh	PROPN
framr-4143	1070	10	,	,	PUNCT
framr-4143	1070	11	&	&	CCONJ
framr-4143	1070	12	a.	a.	PROPN
framr-4143	1070	13	pervez	pervez	PROPN
framr-4143	1070	14	(	(	PUNCT
framr-4143	1070	15	eds	ed	NOUN
framr-4143	1070	16	.	.	PUNCT
framr-4143	1070	17	)	)	PUNCT
framr-4143	1070	18	,	,	PUNCT
framr-4143	1070	19	advances	advance	NOUN
framr-4143	1070	20	in	in	ADP
framr-4143	1070	21	marketing	marketing	NOUN
framr-4143	1070	22	,	,	PUNCT
framr-4143	1070	23	customer	customer	NOUN
framr-4143	1070	24	relationship	relationship	NOUN
framr-4143	1070	25	management	management	NOUN
framr-4143	1070	26	,	,	PUNCT
framr-4143	1070	27	and	and	CCONJ
framr-4143	1070	28	e	e	NOUN
framr-4143	1070	29	-	-	NOUN
framr-4143	1070	30	services	service	NOUN
framr-4143	1070	31	.	.	PUNCT
framr-4143	1071	1	in	in	ADP
framr-4143	1071	2	(	(	PUNCT
framr-4143	1071	3	pp	pp	ADJ
framr-4143	1071	4	.	.	PUNCT
framr-4143	1072	1	210–225	210–225	NUM
framr-4143	1072	2	):	):	PUNCT
framr-4143	1072	3	igi	igi	PROPN
framr-4143	1072	4	global	global	PROPN
framr-4143	1072	5	.	.	PUNCT
framr-4143	1073	1	https://doi.org/10.4018/978-1-7998-8081-3.ch013	https://doi.org/10.4018/978-1-7998-8081-3.ch013	PROPN
framr-4143	1073	2	.	.	PROPN
framr-4143	1073	3	sherman	sherman	PROPN
framr-4143	1073	4	,	,	PUNCT
framr-4143	1073	5	r.	r.	PROPN
framr-4143	1073	6	(	(	PUNCT
framr-4143	1073	7	2014	2014	NUM
framr-4143	1073	8	)	)	PUNCT
framr-4143	1073	9	.	.	PUNCT
framr-4143	1074	1	business	business	NOUN
framr-4143	1074	2	intelligence	intelligence	NOUN
framr-4143	1074	3	guidebook	guidebook	NOUN
framr-4143	1074	4	:	:	PUNCT
framr-4143	1074	5	from	from	ADP
framr-4143	1074	6	data	data	NOUN
framr-4143	1074	7	integration	integration	NOUN
framr-4143	1074	8	to	to	ADP
framr-4143	1074	9	analytics	analytic	NOUN
framr-4143	1074	10	:	:	PUNCT
framr-4143	1074	11	newnes	newne	NOUN
framr-4143	1074	12	.	.	PUNCT
framr-4143	1075	1	shollo	shollo	PROPN
framr-4143	1075	2	,	,	PUNCT
framr-4143	1075	3	a.	a.	PROPN
framr-4143	1075	4	,	,	PUNCT
framr-4143	1075	5	&	&	CCONJ
framr-4143	1075	6	kautz	kautz	PROPN
framr-4143	1075	7	,	,	PUNCT
framr-4143	1075	8	k.	k.	PROPN
framr-4143	1075	9	(	(	PUNCT
framr-4143	1075	10	2010	2010	NUM
framr-4143	1075	11	)	)	PUNCT
framr-4143	1075	12	.	.	PUNCT
framr-4143	1076	1	business	business	NOUN
framr-4143	1076	2	intelligence	intelligence	NOUN
framr-4143	1076	3	and	and	CCONJ
framr-4143	1076	4	its	its	PRON
framr-4143	1076	5	impact	impact	NOUN
framr-4143	1076	6	on	on	ADP
framr-4143	1076	7	decision	decision	NOUN
framr-4143	1076	8	making	making	NOUN
framr-4143	1076	9	.	.	PUNCT
framr-4143	1077	1	information	information	NOUN
framr-4143	1077	2	systems	system	NOUN
framr-4143	1077	3	management	management	NOUN
framr-4143	1077	4	,	,	PUNCT
framr-4143	1077	5	27(4	27(4	PROPN
framr-4143	1077	6	)	)	PUNCT
framr-4143	1077	7	,	,	PUNCT
framr-4143	1077	8	297308	297308	NUM
framr-4143	1077	9	.	.	PUNCT
framr-4143	1078	1	https://doi.org/10.1080/10580530.2010.519139	https://doi.org/10.1080/10580530.2010.519139	PROPN
framr-4143	1078	2	siemens	siemens	PROPN
framr-4143	1078	3	.	.	PROPN
framr-4143	1078	4	(	(	PUNCT
framr-4143	1078	5	2021a	2021a	NUM
framr-4143	1078	6	)	)	PUNCT
framr-4143	1078	7	.	.	PUNCT
framr-4143	1079	1	ai	ai	VERB
framr-4143	1079	2	-	-	PUNCT
framr-4143	1079	3	driven	drive	VERB
framr-4143	1079	4	control	control	NOUN
framr-4143	1079	5	systems	system	NOUN
framr-4143	1079	6	in	in	ADP
framr-4143	1079	7	manufacturing	manufacturing	NOUN
framr-4143	1079	8	:	:	PUNCT
framr-4143	1079	9	optimizing	optimize	VERB
framr-4143	1079	10	robotic	robotic	ADJ
framr-4143	1079	11	performance	performance	NOUN
framr-4143	1079	12	.	.	PUNCT
framr-4143	1080	1	retrieved	retrieve	VERB
framr-4143	1080	2	from	from	ADP
framr-4143	1080	3	https://www.siemens.com/global/en/products/automation/topic-areas/artificial-intelligence-in-industry.html	https://www.siemens.com/global/en/products/automation/topic-areas/artificial-intelligence-in-industry.html	X
framr-4143	1080	4	siemens	siemen	NOUN
framr-4143	1080	5	.	.	PUNCT
framr-4143	1080	6	(	(	PUNCT
framr-4143	1080	7	2021b	2021b	NUM
framr-4143	1080	8	)	)	PUNCT
framr-4143	1080	9	.	.	PUNCT
framr-4143	1081	1	rfid	rfid	NOUN
framr-4143	1081	2	-	-	PUNCT
framr-4143	1081	3	enabled	enable	VERB
framr-4143	1081	4	warehouse	warehouse	NOUN
framr-4143	1081	5	automation	automation	NOUN
framr-4143	1081	6	:	:	PUNCT
framr-4143	1081	7	reducing	reduce	VERB
framr-4143	1081	8	retrieval	retrieval	NOUN
framr-4143	1081	9	times	time	NOUN
framr-4143	1081	10	by	by	ADP
framr-4143	1081	11	30	30	NUM
framr-4143	1081	12	%	%	NOUN
framr-4143	1081	13	.	.	PUNCT
framr-4143	1082	1	retrieved	retrieve	VERB
framr-4143	1082	2	from	from	ADP
framr-4143	1082	3	https://www.siemens.com	https://www.siemens.com	X
framr-4143	1082	4	sobb	sobb	NOUN
framr-4143	1082	5	,	,	PUNCT
framr-4143	1082	6	t.	t.	PROPN
framr-4143	1082	7	,	,	PUNCT
framr-4143	1082	8	turnbull	turnbull	PROPN
framr-4143	1082	9	,	,	PUNCT
framr-4143	1082	10	b.	b.	PROPN
framr-4143	1082	11	,	,	PUNCT
framr-4143	1082	12	&	&	CCONJ
framr-4143	1082	13	moustafa	moustafa	PROPN
framr-4143	1082	14	,	,	PUNCT
framr-4143	1082	15	n.	n.	PROPN
framr-4143	1082	16	(	(	PUNCT
framr-4143	1082	17	2020	2020	NUM
framr-4143	1082	18	)	)	PUNCT
framr-4143	1082	19	.	.	PUNCT
framr-4143	1083	1	supply	supply	NOUN
framr-4143	1083	2	chain	chain	VERB
framr-4143	1083	3	4.0	4.0	NUM
framr-4143	1083	4	:	:	PUNCT
framr-4143	1083	5	a	a	DET
framr-4143	1083	6	survey	survey	NOUN
framr-4143	1083	7	of	of	ADP
framr-4143	1083	8	cyber	cyber	ADJ
framr-4143	1083	9	security	security	NOUN
framr-4143	1083	10	challenges	challenge	NOUN
framr-4143	1083	11	,	,	PUNCT
framr-4143	1083	12	solutions	solution	NOUN
framr-4143	1083	13	and	and	CCONJ
framr-4143	1083	14	future	future	ADJ
framr-4143	1083	15	directions	direction	NOUN
framr-4143	1083	16	.	.	PUNCT
framr-4143	1084	1	electronics	electronic	NOUN
framr-4143	1084	2	,	,	PUNCT
framr-4143	1084	3	9(11	9(11	NUM
framr-4143	1084	4	)	)	PUNCT
framr-4143	1084	5	,	,	PUNCT
framr-4143	1084	6	1864	1864	NUM
framr-4143	1084	7	.	.	PUNCT
framr-4143	1085	1	https://doi.org/10.3390/electronics9111864	https://doi.org/10.3390/electronics9111864	PROPN
framr-4143	1085	2	stefanovic	stefanovic	ADJ
framr-4143	1085	3	,	,	PUNCT
framr-4143	1085	4	n.	n.	NOUN
framr-4143	1085	5	(	(	PUNCT
framr-4143	1085	6	2014	2014	NUM
framr-4143	1085	7	)	)	PUNCT
framr-4143	1085	8	.	.	PUNCT
framr-4143	1086	1	proactive	proactive	ADJ
framr-4143	1086	2	supply	supply	NOUN
framr-4143	1086	3	chain	chain	NOUN
framr-4143	1086	4	performance	performance	NOUN
framr-4143	1086	5	management	management	NOUN
framr-4143	1086	6	with	with	ADP
framr-4143	1086	7	predictive	predictive	ADJ
framr-4143	1086	8	analytics	analytic	NOUN
framr-4143	1086	9	.	.	PUNCT
framr-4143	1087	1	the	the	DET
framr-4143	1087	2	scientific	scientific	ADJ
framr-4143	1087	3	world	world	NOUN
framr-4143	1087	4	journal	journal	NOUN
framr-4143	1087	5	,	,	PUNCT
framr-4143	1087	6	2014(1	2014(1	NUM
framr-4143	1087	7	)	)	PUNCT
framr-4143	1087	8	,	,	PUNCT
framr-4143	1087	9	528917	528917	NUM
framr-4143	1087	10	.	.	PUNCT
framr-4143	1088	1	stroumpoulis	stroumpoulis	PROPN
framr-4143	1088	2	,	,	PUNCT
framr-4143	1088	3	k.	k.	PROPN
framr-4143	1088	4	,	,	PUNCT
framr-4143	1088	5	&	&	CCONJ
framr-4143	1088	6	kopanaki	kopanaki	PROPN
framr-4143	1088	7	,	,	PUNCT
framr-4143	1088	8	m.	m.	NOUN
framr-4143	1088	9	(	(	PUNCT
framr-4143	1088	10	2022	2022	NUM
framr-4143	1088	11	)	)	PUNCT
framr-4143	1088	12	.	.	PUNCT
framr-4143	1089	1	the	the	DET
framr-4143	1089	2	adoption	adoption	NOUN
framr-4143	1089	3	of	of	ADP
framr-4143	1089	4	technologies	technology	NOUN
framr-4143	1089	5	and	and	CCONJ
framr-4143	1089	6	the	the	DET
framr-4143	1089	7	relationship	relationship	NOUN
framr-4143	1089	8	between	between	ADP
framr-4143	1089	9	sustainable	sustainable	ADJ
framr-4143	1089	10	supply	supply	NOUN
framr-4143	1089	11	chain	chain	NOUN
framr-4143	1089	12	management	management	NOUN
framr-4143	1089	13	and	and	CCONJ
framr-4143	1089	14	digital	digital	ADJ
framr-4143	1089	15	transformation	transformation	NOUN
framr-4143	1089	16	:	:	PUNCT
framr-4143	1089	17	a	a	DET
framr-4143	1089	18	conceptual	conceptual	ADJ
framr-4143	1089	19	framework	framework	NOUN
framr-4143	1089	20	.	.	PUNCT
framr-4143	1090	1	international	international	ADJ
framr-4143	1090	2	journal	journal	NOUN
framr-4143	1090	3	of	of	ADP
framr-4143	1090	4	sustainable	sustainable	ADJ
framr-4143	1090	5	supply	supply	NOUN
framr-4143	1090	6	chain	chain	NOUN
framr-4143	1090	7	management	management	NOUN
framr-4143	1090	8	,	,	PUNCT
framr-4143	1090	9	9(4	9(4	NUM
framr-4143	1090	10	)	)	PUNCT
framr-4143	1090	11	,	,	PUNCT
framr-4143	1090	12	255	255	NUM
framr-4143	1090	13	-	-	SYM
framr-4143	1090	14	273	273	NUM
framr-4143	1090	15	.	.	PUNCT
framr-4143	1091	1	https://doi.org/10.1016/j.ijsscm.2022.06.005	https://doi.org/10.1016/j.ijsscm.2022.06.005	NUM
framr-4143	1091	2	tagarakis	tagarakis	PROPN
framr-4143	1091	3	,	,	PUNCT
framr-4143	1091	4	a.	a.	NOUN
framr-4143	1091	5	,	,	PUNCT
framr-4143	1091	6	andriani	andriani	PROPN
framr-4143	1091	7	,	,	PUNCT
framr-4143	1091	8	a.	a.	PROPN
framr-4143	1091	9	,	,	PUNCT
framr-4143	1091	10	&	&	CCONJ
framr-4143	1091	11	sideris	sideris	PROPN
framr-4143	1091	12	,	,	PUNCT
framr-4143	1091	13	a.	a.	NOUN
framr-4143	1091	14	(	(	PUNCT
framr-4143	1091	15	2021	2021	NUM
framr-4143	1091	16	)	)	PUNCT
framr-4143	1091	17	.	.	PUNCT
framr-4143	1092	1	improving	improve	VERB
framr-4143	1092	2	food	food	NOUN
framr-4143	1092	3	supply	supply	NOUN
framr-4143	1092	4	chains	chain	NOUN
framr-4143	1092	5	through	through	ADP
framr-4143	1092	6	the	the	DET
framr-4143	1092	7	internet	internet	NOUN
framr-4143	1092	8	of	of	ADP
framr-4143	1092	9	things	thing	NOUN
framr-4143	1092	10	:	:	PUNCT
framr-4143	1092	11	applications	application	NOUN
framr-4143	1092	12	and	and	CCONJ
framr-4143	1092	13	challenges	challenge	NOUN
framr-4143	1092	14	.	.	PUNCT
framr-4143	1093	1	food	food	NOUN
framr-4143	1093	2	control	control	NOUN
framr-4143	1093	3	,	,	PUNCT
framr-4143	1093	4	123	123	NUM
framr-4143	1093	5	,	,	PUNCT
framr-4143	1093	6	107757	107757	NUM
framr-4143	1093	7	.	.	PUNCT
framr-4143	1094	1	https://doi.org/10.1016/j.foodcont.2020.107757	https://doi.org/10.1016/j.foodcont.2020.107757	PROPN
framr-4143	1094	2	thirumalai	thirumalai	NOUN
framr-4143	1094	3	,	,	PUNCT
framr-4143	1094	4	s.	s.	PROPN
framr-4143	1094	5	(	(	PUNCT
framr-4143	1094	6	2014	2014	NUM
framr-4143	1094	7	)	)	PUNCT
framr-4143	1094	8	.	.	PUNCT
framr-4143	1095	1	supplier	supplier	NOUN
framr-4143	1095	2	selection	selection	NOUN
framr-4143	1095	3	and	and	CCONJ
framr-4143	1095	4	procurement	procurement	NOUN
framr-4143	1095	5	strategies	strategy	NOUN
framr-4143	1095	6	in	in	ADP
framr-4143	1095	7	the	the	DET
framr-4143	1095	8	context	context	NOUN
framr-4143	1095	9	of	of	ADP
framr-4143	1095	10	global	global	ADJ
framr-4143	1095	11	supply	supply	NOUN
framr-4143	1095	12	chains	chain	NOUN
framr-4143	1095	13	.	.	PUNCT
framr-4143	1096	1	journal	journal	PROPN
framr-4143	1096	2	of	of	ADP
framr-4143	1096	3	supply	supply	NOUN
framr-4143	1096	4	chain	chain	NOUN
framr-4143	1096	5	management	management	NOUN
framr-4143	1096	6	,	,	PUNCT
framr-4143	1096	7	50(3	50(3	NUM
framr-4143	1096	8	)	)	PUNCT
framr-4143	1096	9	,	,	PUNCT
framr-4143	1096	10	23	23	NUM
framr-4143	1096	11	-	-	SYM
framr-4143	1096	12	40	40	NUM
framr-4143	1096	13	.	.	PUNCT
framr-4143	1097	1	https://doi.org/10.1111/jscm.12044	https://doi.org/10.1111/jscm.12044	PROPN
framr-4143	1097	2	tu	tu	PROPN
framr-4143	1097	3	,	,	PUNCT
framr-4143	1097	4	y.	y.	PROPN
framr-4143	1097	5	,	,	PUNCT
framr-4143	1097	6	liu	liu	PROPN
framr-4143	1097	7	,	,	PUNCT
framr-4143	1097	8	c.	c.	PROPN
framr-4143	1097	9	,	,	PUNCT
framr-4143	1097	10	&	&	CCONJ
framr-4143	1097	11	li	li	PROPN
framr-4143	1097	12	,	,	PUNCT
framr-4143	1097	13	l.	l.	PROPN
framr-4143	1097	14	(	(	PUNCT
framr-4143	1097	15	2018	2018	NUM
framr-4143	1097	16	)	)	PUNCT
framr-4143	1097	17	.	.	PUNCT
framr-4143	1098	1	iot	iot	PROPN
framr-4143	1098	2	-	-	PUNCT
framr-4143	1098	3	based	base	VERB
framr-4143	1098	4	supply	supply	NOUN
framr-4143	1098	5	chain	chain	NOUN
framr-4143	1098	6	management	management	NOUN
framr-4143	1098	7	for	for	ADP
framr-4143	1098	8	transportation	transportation	NOUN
framr-4143	1098	9	systems	system	NOUN
framr-4143	1098	10	.	.	PUNCT
framr-4143	1099	1	international	international	ADJ
framr-4143	1099	2	journal	journal	PROPN
framr-4143	1099	3	of	of	ADP
framr-4143	1099	4	logistics	logistic	NOUN
framr-4143	1099	5	management	management	NOUN
framr-4143	1099	6	,	,	PUNCT
framr-4143	1099	7	29(2	29(2	NUM
framr-4143	1099	8	)	)	PUNCT
framr-4143	1099	9	,	,	PUNCT
framr-4143	1099	10	611	611	NUM
framr-4143	1099	11	-	-	SYM
framr-4143	1099	12	625	625	NUM
framr-4143	1099	13	.	.	PUNCT
framr-4143	1100	1	https://doi.org/10.1108/ijlm-11-2017-0315	https://doi.org/10.1108/ijlm-11-2017-0315	PROPN
framr-4143	1100	2	unilever	unilever	PROPN
framr-4143	1100	3	.	.	PUNCT
framr-4143	1101	1	(	(	PUNCT
framr-4143	1101	2	2020	2020	NUM
framr-4143	1101	3	)	)	PUNCT
framr-4143	1101	4	.	.	PUNCT
framr-4143	1102	1	leveraging	leverage	VERB
framr-4143	1102	2	rfid	rfid	NOUN
framr-4143	1102	3	for	for	ADP
framr-4143	1102	4	supplier	supplier	NOUN
framr-4143	1102	5	management	management	NOUN
framr-4143	1102	6	and	and	CCONJ
framr-4143	1102	7	supply	supply	NOUN
framr-4143	1102	8	chain	chain	NOUN
framr-4143	1102	9	resilience	resilience	NOUN
framr-4143	1102	10	.	.	PUNCT
framr-4143	1103	1	retrieved	retrieve	VERB
framr-4143	1103	2	from	from	ADP
framr-4143	1103	3	https://www.unilever.com	https://www.unilever.com	X
framr-4143	1103	4	unilever	unilever	PROPN
framr-4143	1103	5	.	.	PUNCT
framr-4143	1104	1	(	(	PUNCT
framr-4143	1104	2	2021	2021	NUM
framr-4143	1104	3	)	)	PUNCT
framr-4143	1104	4	.	.	PUNCT
framr-4143	1105	1	unilever	unilever	PROPN
framr-4143	1105	2	blockchain	blockchain	PROPN
framr-4143	1105	3	initiative	initiative	NOUN
framr-4143	1105	4	for	for	ADP
framr-4143	1105	5	sustainable	sustainable	ADJ
framr-4143	1105	6	palm	palm	NOUN
framr-4143	1105	7	oil	oil	NOUN
framr-4143	1105	8	.	.	PUNCT
framr-4143	1106	1	retrieved	retrieve	VERB
framr-4143	1106	2	from	from	ADP
framr-4143	1106	3	https://www.unilever.com	https://www.unilever.com	X
framr-4143	1106	4	universal	universal	ADJ
framr-4143	1106	5	robots	robot	NOUN
framr-4143	1106	6	.	.	PUNCT
framr-4143	1107	1	(	(	PUNCT
framr-4143	1107	2	2021	2021	NUM
framr-4143	1107	3	)	)	PUNCT
framr-4143	1107	4	.	.	PUNCT
framr-4143	1108	1	cobots	cobot	NOUN
framr-4143	1108	2	for	for	ADP
framr-4143	1108	3	small	small	ADJ
framr-4143	1108	4	and	and	CCONJ
framr-4143	1108	5	medium	medium	ADJ
framr-4143	1108	6	-	-	PUNCT
framr-4143	1108	7	sized	sized	ADJ
framr-4143	1108	8	enterprises	enterprise	NOUN
framr-4143	1108	9	(	(	PUNCT
framr-4143	1108	10	smes	sme	NOUN
framr-4143	1108	11	):	):	PUNCT
framr-4143	1108	12	flexibility	flexibility	NOUN
framr-4143	1108	13	and	and	CCONJ
framr-4143	1108	14	scalability	scalability	NOUN
framr-4143	1108	15	in	in	ADP
framr-4143	1108	16	production	production	NOUN
framr-4143	1108	17	.	.	PUNCT
framr-4143	1109	1	universal	universal	ADJ
framr-4143	1109	2	robots	robot	NOUN
framr-4143	1109	3	.	.	PUNCT
framr-4143	1109	4	retrieved	retrieve	VERB
framr-4143	1109	5	from	from	ADP
framr-4143	1109	6	https://www.universal-robots.com	https://www.universal-robots.com	X
framr-4143	1109	7	https://doi.org/10.1080/00207543.2018.1533261	https://doi.org/10.1080/00207543.2018.1533261	PROPN
framr-4143	1109	8	https://doi.org/10.1016/j.ijpe.2010.07.020	https://doi.org/10.1016/j.ijpe.2010.07.020	PRON
framr-4143	1109	9	https://doi.org/10.1111/jscm.12299	https://doi.org/10.1111/jscm.12299	NOUN
framr-4143	1109	10	https://doi.org/10.1057/s41265-016-0028-2	https://doi.org/10.1057/s41265-016-0028-2	VERB
framr-4143	1109	11	https://doi.org/10.1016/j.jaia.2022.01.006	https://doi.org/10.1016/j.jaia.2022.01.006	NOUN
framr-4143	1109	12	https://doi.org/10.4018/978-1-7998-8081-3.ch013	https://doi.org/10.4018/978-1-7998-8081-3.ch013	PROPN
framr-4143	1109	13	https://doi.org/10.1080/10580530.2010.519139	https://doi.org/10.1080/10580530.2010.519139	PROPN
framr-4143	1109	14	https://www.siemens.com/global/en/products/automation/topic-areas/artificial-intelligence-in-industry.html	https://www.siemens.com/global/en/products/automation/topic-areas/artificial-intelligence-in-industry.html	PROPN
framr-4143	1109	15	https://www.siemens.com/	https://www.siemens.com/	PROPN
framr-4143	1109	16	https://doi.org/10.3390/electronics9111864	https://doi.org/10.3390/electronics9111864	PROPN
framr-4143	1110	1	https://doi.org/10.1016/j.ijsscm.2022.06.005	https://doi.org/10.1016/j.ijsscm.2022.06.005	NUM
framr-4143	1110	2	https://doi.org/10.1016/j.foodcont.2020.107757	https://doi.org/10.1016/j.foodcont.2020.107757	PROPN
framr-4143	1110	3	https://doi.org/10.1111/jscm.12044	https://doi.org/10.1111/jscm.12044	PROPN
framr-4143	1110	4	https://doi.org/10.1108/ijlm-11-2017-0315	https://doi.org/10.1108/ijlm-11-2017-0315	PROPN
framr-4143	1110	5	https://www.unilever.com/	https://www.unilever.com/	PROPN
framr-4143	1110	6	https://www.unilever.com/	https://www.unilever.com/	PROPN
framr-4143	1110	7	https://www.universal-robots.com/	https://www.universal-robots.com/	NOUN
framr-4143	1110	8	financial	financial	ADJ
framr-4143	1110	9	risk	risk	NOUN
framr-4143	1110	10	and	and	CCONJ
framr-4143	1110	11	management	management	NOUN
framr-4143	1110	12	reviews	review	NOUN
framr-4143	1110	13	,	,	PUNCT
framr-4143	1110	14	2025	2025	NUM
framr-4143	1110	15	,	,	PUNCT
framr-4143	1110	16	11(1	11(1	NUM
framr-4143	1110	17	):	):	PUNCT
framr-4143	1110	18	72	72	NUM
framr-4143	1110	19	-	-	SYM
framr-4143	1110	20	102	102	NUM
framr-4143	1110	21	102	102	NUM
framr-4143	1110	22	©	©	PROPN
framr-4143	1110	23	2025	2025	NUM
framr-4143	1110	24	conscientia	conscientia	PROPN
framr-4143	1110	25	beam	beam	PROPN
framr-4143	1110	26	.	.	PUNCT
framr-4143	1111	1	all	all	DET
framr-4143	1111	2	rights	right	NOUN
framr-4143	1111	3	reserved	reserve	VERB
framr-4143	1111	4	.	.	PUNCT
framr-4143	1112	1	vafadarnikjoo	vafadarnikjoo	NOUN
framr-4143	1112	2	,	,	PUNCT
framr-4143	1112	3	a.	a.	NOUN
framr-4143	1112	4	,	,	PUNCT
framr-4143	1112	5	badri	badri	PROPN
framr-4143	1112	6	ahmadi	ahmadi	PROPN
framr-4143	1112	7	,	,	PUNCT
framr-4143	1112	8	h.	h.	PROPN
framr-4143	1112	9	,	,	PUNCT
framr-4143	1112	10	liou	liou	NOUN
framr-4143	1112	11	,	,	PUNCT
framr-4143	1112	12	j.	j.	PROPN
framr-4143	1112	13	j.	j.	PROPN
framr-4143	1112	14	,	,	PUNCT
framr-4143	1112	15	botelho	botelho	NOUN
framr-4143	1112	16	,	,	PUNCT
framr-4143	1112	17	t.	t.	PROPN
framr-4143	1112	18	,	,	PUNCT
framr-4143	1112	19	&	&	CCONJ
framr-4143	1112	20	chalvatzis	chalvatzis	PROPN
framr-4143	1112	21	,	,	PUNCT
framr-4143	1112	22	k.	k.	PROPN
framr-4143	1112	23	(	(	PUNCT
framr-4143	1112	24	2023	2023	NUM
framr-4143	1112	25	)	)	PUNCT
framr-4143	1112	26	.	.	PUNCT
framr-4143	1113	1	analyzing	analyze	VERB
framr-4143	1113	2	blockchain	blockchain	PROPN
framr-4143	1113	3	adoption	adoption	NOUN
framr-4143	1113	4	barriers	barrier	NOUN
framr-4143	1113	5	in	in	ADP
framr-4143	1113	6	manufacturing	manufacture	VERB
framr-4143	1113	7	supply	supply	NOUN
framr-4143	1113	8	chains	chain	NOUN
framr-4143	1113	9	by	by	ADP
framr-4143	1113	10	the	the	DET
framr-4143	1113	11	neutrosophic	neutrosophic	ADJ
framr-4143	1113	12	analytic	analytic	ADJ
framr-4143	1113	13	hierarchy	hierarchy	NOUN
framr-4143	1113	14	process	process	NOUN
framr-4143	1113	15	.	.	PUNCT
framr-4143	1114	1	annals	annal	NOUN
framr-4143	1114	2	of	of	ADP
framr-4143	1114	3	operations	operation	NOUN
framr-4143	1114	4	research	research	NOUN
framr-4143	1114	5	,	,	PUNCT
framr-4143	1114	6	327(1	327(1	NUM
framr-4143	1114	7	)	)	PUNCT
framr-4143	1114	8	,	,	PUNCT
framr-4143	1114	9	129156	129156	NUM
framr-4143	1114	10	.	.	PUNCT
framr-4143	1115	1	https://doi.org/10.1007/s10479-021-04048-6	https://doi.org/10.1007/s10479-021-04048-6	NUM
framr-4143	1115	2	verhoef	verhoef	NOUN
framr-4143	1115	3	,	,	PUNCT
framr-4143	1115	4	p.	p.	PROPN
framr-4143	1115	5	c.	c.	PROPN
framr-4143	1115	6	,	,	PUNCT
framr-4143	1115	7	broekhuizen	broekhuizen	NOUN
framr-4143	1115	8	,	,	PUNCT
framr-4143	1115	9	t.	t.	PROPN
framr-4143	1115	10	,	,	PUNCT
framr-4143	1115	11	bart	bart	PROPN
framr-4143	1115	12	,	,	PUNCT
framr-4143	1115	13	y.	y.	PROPN
framr-4143	1115	14	,	,	PUNCT
framr-4143	1115	15	bhattacharya	bhattacharya	PROPN
framr-4143	1115	16	,	,	PUNCT
framr-4143	1115	17	a.	a.	PROPN
framr-4143	1115	18	,	,	PUNCT
framr-4143	1115	19	dong	dong	PROPN
framr-4143	1115	20	,	,	PUNCT
framr-4143	1115	21	j.	j.	PROPN
framr-4143	1115	22	q.	q.	PROPN
framr-4143	1115	23	,	,	PUNCT
framr-4143	1115	24	fabian	fabian	PROPN
framr-4143	1115	25	,	,	PUNCT
framr-4143	1115	26	n.	n.	NOUN
framr-4143	1115	27	,	,	PUNCT
framr-4143	1115	28	&	&	CCONJ
framr-4143	1115	29	haenlein	haenlein	ADV
framr-4143	1115	30	,	,	PUNCT
framr-4143	1115	31	m.	m.	NOUN
framr-4143	1115	32	(	(	PUNCT
framr-4143	1115	33	2021	2021	NUM
framr-4143	1115	34	)	)	PUNCT
framr-4143	1115	35	.	.	PUNCT
framr-4143	1116	1	digital	digital	ADJ
framr-4143	1116	2	transformation	transformation	NOUN
framr-4143	1116	3	:	:	PUNCT
framr-4143	1116	4	a	a	DET
framr-4143	1116	5	multidisciplinary	multidisciplinary	ADJ
framr-4143	1116	6	reflection	reflection	NOUN
framr-4143	1116	7	and	and	CCONJ
framr-4143	1116	8	research	research	NOUN
framr-4143	1116	9	agenda	agenda	NOUN
framr-4143	1116	10	.	.	PUNCT
framr-4143	1117	1	journal	journal	PROPN
framr-4143	1117	2	of	of	ADP
framr-4143	1117	3	business	business	NOUN
framr-4143	1117	4	research	research	NOUN
framr-4143	1117	5	,	,	PUNCT
framr-4143	1117	6	122	122	NUM
framr-4143	1117	7	,	,	PUNCT
framr-4143	1117	8	889	889	NUM
framr-4143	1117	9	-	-	SYM
framr-4143	1117	10	901	901	NUM
framr-4143	1117	11	.	.	PUNCT
framr-4143	1118	1	waller	waller	NOUN
framr-4143	1118	2	,	,	PUNCT
framr-4143	1118	3	m.	m.	NOUN
framr-4143	1118	4	a.	a.	PROPN
framr-4143	1118	5	,	,	PUNCT
framr-4143	1118	6	&	&	CCONJ
framr-4143	1118	7	fawcett	fawcett	PROPN
framr-4143	1118	8	,	,	PUNCT
framr-4143	1118	9	s.	s.	PROPN
framr-4143	1118	10	e.	e.	PROPN
framr-4143	1118	11	(	(	PUNCT
framr-4143	1118	12	2013	2013	NUM
framr-4143	1118	13	)	)	PUNCT
framr-4143	1118	14	.	.	PUNCT
framr-4143	1119	1	data	datum	NOUN
framr-4143	1119	2	science	science	PROPN
framr-4143	1119	3	,	,	PUNCT
framr-4143	1119	4	predictive	predictive	ADJ
framr-4143	1119	5	analytics	analytic	NOUN
framr-4143	1119	6	,	,	PUNCT
framr-4143	1119	7	and	and	CCONJ
framr-4143	1119	8	big	big	ADJ
framr-4143	1119	9	data	datum	NOUN
framr-4143	1119	10	:	:	PUNCT
framr-4143	1119	11	a	a	DET
framr-4143	1119	12	revolution	revolution	NOUN
framr-4143	1119	13	that	that	PRON
framr-4143	1119	14	will	will	AUX
framr-4143	1119	15	transform	transform	VERB
framr-4143	1119	16	supply	supply	NOUN
framr-4143	1119	17	chain	chain	NOUN
framr-4143	1119	18	design	design	NOUN
framr-4143	1119	19	and	and	CCONJ
framr-4143	1119	20	management	management	NOUN
framr-4143	1119	21	.	.	PUNCT
framr-4143	1120	1	in	in	ADP
framr-4143	1120	2	(	(	PUNCT
framr-4143	1120	3	vol	vol	NOUN
framr-4143	1120	4	.	.	PUNCT
framr-4143	1120	5	34	34	NUM
framr-4143	1120	6	,	,	PUNCT
framr-4143	1120	7	pp	pp	ADJ
framr-4143	1120	8	.	.	PUNCT
framr-4143	1121	1	77	77	NUM
framr-4143	1121	2	-	-	SYM
framr-4143	1121	3	84	84	NUM
framr-4143	1121	4	):	):	PUNCT
framr-4143	1122	1	wiley	wiley	PROPN
framr-4143	1122	2	online	online	PROPN
framr-4143	1122	3	library	library	PROPN
framr-4143	1122	4	.	.	PUNCT
framr-4143	1123	1	wieder	wieder	NOUN
framr-4143	1123	2	,	,	PUNCT
framr-4143	1123	3	p.	p.	NOUN
framr-4143	1123	4	,	,	PUNCT
framr-4143	1123	5	&	&	CCONJ
framr-4143	1123	6	ossimitz	ossimitz	NOUN
framr-4143	1123	7	,	,	PUNCT
framr-4143	1123	8	m.	m.	NOUN
framr-4143	1123	9	(	(	PUNCT
framr-4143	1123	10	2015	2015	NUM
framr-4143	1123	11	)	)	PUNCT
framr-4143	1123	12	.	.	PUNCT
framr-4143	1124	1	business	business	NOUN
framr-4143	1124	2	intelligence	intelligence	NOUN
framr-4143	1124	3	as	as	ADP
framr-4143	1124	4	a	a	DET
framr-4143	1124	5	process	process	NOUN
framr-4143	1124	6	:	:	PUNCT
framr-4143	1124	7	a	a	DET
framr-4143	1124	8	dynamic	dynamic	ADJ
framr-4143	1124	9	capability	capability	NOUN
framr-4143	1124	10	perspective	perspective	NOUN
framr-4143	1124	11	.	.	PUNCT
framr-4143	1125	1	journal	journal	NOUN
framr-4143	1125	2	of	of	ADP
framr-4143	1125	3	decision	decision	NOUN
framr-4143	1125	4	systems	system	NOUN
framr-4143	1125	5	,	,	PUNCT
framr-4143	1125	6	24(3	24(3	NUM
framr-4143	1125	7	)	)	PUNCT
framr-4143	1125	8	,	,	PUNCT
framr-4143	1125	9	137	137	NUM
framr-4143	1125	10	-	-	SYM
framr-4143	1125	11	156	156	NUM
framr-4143	1125	12	.	.	PUNCT
framr-4143	1126	1	https://doi.org/10.1080/12460125.2015.1038404	https://doi.org/10.1080/12460125.2015.1038404	PROPN
framr-4143	1126	2	world	world	PROPN
framr-4143	1126	3	economic	economic	PROPN
framr-4143	1126	4	forum	forum	PROPN
framr-4143	1126	5	.	.	PUNCT
framr-4143	1127	1	(	(	PUNCT
framr-4143	1127	2	2021	2021	NUM
framr-4143	1127	3	)	)	PUNCT
framr-4143	1127	4	.	.	PUNCT
framr-4143	1128	1	the	the	DET
framr-4143	1128	2	impact	impact	NOUN
framr-4143	1128	3	of	of	ADP
framr-4143	1128	4	counterfeiting	counterfeit	VERB
framr-4143	1128	5	on	on	ADP
framr-4143	1128	6	the	the	DET
framr-4143	1128	7	global	global	ADJ
framr-4143	1128	8	economy	economy	NOUN
framr-4143	1128	9	and	and	CCONJ
framr-4143	1128	10	how	how	SCONJ
framr-4143	1128	11	blockchain	blockchain	PROPN
framr-4143	1128	12	can	can	AUX
framr-4143	1128	13	help	help	VERB
framr-4143	1128	14	.	.	PUNCT
framr-4143	1129	1	world	world	PROPN
framr-4143	1129	2	economic	economic	PROPN
framr-4143	1129	3	forum	forum	PROPN
framr-4143	1129	4	.	.	PUNCT
framr-4143	1129	5	retrieved	retrieve	VERB
framr-4143	1129	6	from	from	ADP
framr-4143	1129	7	https://www.weforum.org/	https://www.weforum.org/	NOUN
framr-4143	1129	8	wortmann	wortmann	PROPN
framr-4143	1129	9	,	,	PUNCT
framr-4143	1129	10	f.	f.	PROPN
framr-4143	1129	11	,	,	PUNCT
framr-4143	1129	12	&	&	CCONJ
framr-4143	1129	13	flüchter	flüchter	PROPN
framr-4143	1129	14	,	,	PUNCT
framr-4143	1129	15	k.	k.	PROPN
framr-4143	1129	16	(	(	PUNCT
framr-4143	1129	17	2015	2015	NUM
framr-4143	1129	18	)	)	PUNCT
framr-4143	1129	19	.	.	PUNCT
framr-4143	1130	1	internet	internet	NOUN
framr-4143	1130	2	of	of	ADP
framr-4143	1130	3	things	thing	NOUN
framr-4143	1130	4	:	:	PUNCT
framr-4143	1130	5	technology	technology	NOUN
framr-4143	1130	6	,	,	PUNCT
framr-4143	1130	7	business	business	NOUN
framr-4143	1130	8	,	,	PUNCT
framr-4143	1130	9	and	and	CCONJ
framr-4143	1130	10	applications	application	NOUN
framr-4143	1130	11	.	.	PUNCT
framr-4143	1131	1	wiesbaden	wiesbaden	PROPN
framr-4143	1131	2	,	,	PUNCT
framr-4143	1131	3	germany	germany	PROPN
framr-4143	1131	4	:	:	PUNCT
framr-4143	1131	5	springer	springer	NOUN
framr-4143	1131	6	vieweg	vieweg	NOUN
framr-4143	1131	7	.	.	PUNCT
framr-4143	1132	1	wu	wu	PROPN
framr-4143	1132	2	,	,	PUNCT
framr-4143	1132	3	z.	z.	PROPN
framr-4143	1132	4	,	,	PUNCT
framr-4143	1132	5	ma	ma	PROPN
framr-4143	1132	6	,	,	PUNCT
framr-4143	1132	7	y.	y.	PROPN
framr-4143	1132	8	,	,	PUNCT
framr-4143	1132	9	&	&	CCONJ
framr-4143	1132	10	zhao	zhao	PROPN
framr-4143	1132	11	,	,	PUNCT
framr-4143	1132	12	z.	z.	PROPN
framr-4143	1132	13	(	(	PUNCT
framr-4143	1132	14	2021	2021	NUM
framr-4143	1132	15	)	)	PUNCT
framr-4143	1132	16	.	.	PUNCT
framr-4143	1133	1	the	the	DET
framr-4143	1133	2	internet	internet	NOUN
framr-4143	1133	3	of	of	ADP
framr-4143	1133	4	things	thing	NOUN
framr-4143	1133	5	:	:	PUNCT
framr-4143	1133	6	framework	framework	NOUN
framr-4143	1133	7	,	,	PUNCT
framr-4143	1133	8	research	research	NOUN
framr-4143	1133	9	challenges	challenge	NOUN
framr-4143	1133	10	,	,	PUNCT
framr-4143	1133	11	and	and	CCONJ
framr-4143	1133	12	opportunities	opportunity	NOUN
framr-4143	1133	13	.	.	PUNCT
framr-4143	1134	1	journal	journal	NOUN
framr-4143	1134	2	of	of	ADP
framr-4143	1134	3	industrial	industrial	ADJ
framr-4143	1134	4	information	information	NOUN
framr-4143	1134	5	integration	integration	NOUN
framr-4143	1134	6	,	,	PUNCT
framr-4143	1134	7	19	19	NUM
framr-4143	1134	8	,	,	PUNCT
framr-4143	1134	9	100	100	NUM
framr-4143	1134	10	-	-	SYM
framr-4143	1134	11	118	118	NUM
framr-4143	1134	12	.	.	PUNCT
framr-4143	1135	1	https://doi.org/10.1016/j.jii.2020.100118	https://doi.org/10.1016/j.jii.2020.100118	VERB
framr-4143	1135	2	zara	zara	PROPN
framr-4143	1135	3	.	.	PUNCT
framr-4143	1135	4	(	(	PUNCT
framr-4143	1135	5	2021	2021	NUM
framr-4143	1135	6	)	)	PUNCT
framr-4143	1135	7	.	.	PUNCT
framr-4143	1136	1	how	how	SCONJ
framr-4143	1136	2	iot	iot	NOUN
framr-4143	1136	3	and	and	CCONJ
framr-4143	1136	4	automation	automation	NOUN
framr-4143	1136	5	are	be	AUX
framr-4143	1136	6	transforming	transform	VERB
framr-4143	1136	7	fashion	fashion	NOUN
framr-4143	1136	8	supply	supply	NOUN
framr-4143	1136	9	chains	chain	NOUN
framr-4143	1136	10	.	.	PUNCT
framr-4143	1137	1	retrieved	retrieve	VERB
framr-4143	1137	2	from	from	ADP
framr-4143	1137	3	https://www.zara.com	https://www.zara.com	X
framr-4143	1137	4	zebra	zebra	PROPN
framr-4143	1137	5	technologies	technology	NOUN
framr-4143	1137	6	.	.	PUNCT
framr-4143	1138	1	(	(	PUNCT
framr-4143	1138	2	2021	2021	NUM
framr-4143	1138	3	)	)	PUNCT
framr-4143	1138	4	.	.	PUNCT
framr-4143	1139	1	rfid	rfid	VERB
framr-4143	1139	2	in	in	ADP
framr-4143	1139	3	inventory	inventory	NOUN
framr-4143	1139	4	management	management	NOUN
framr-4143	1139	5	:	:	PUNCT
framr-4143	1139	6	improving	improve	VERB
framr-4143	1139	7	visibility	visibility	NOUN
framr-4143	1139	8	and	and	CCONJ
framr-4143	1139	9	reducing	reduce	VERB
framr-4143	1139	10	shrinkage	shrinkage	NOUN
framr-4143	1139	11	.	.	PUNCT
framr-4143	1140	1	retrieved	retrieve	VERB
framr-4143	1140	2	from	from	ADP
framr-4143	1140	3	https://www.zebra.com	https://www.zebra.com	NOUN
framr-4143	1140	4	views	view	NOUN
framr-4143	1140	5	and	and	CCONJ
framr-4143	1140	6	opinions	opinion	NOUN
framr-4143	1140	7	expressed	express	VERB
framr-4143	1140	8	in	in	ADP
framr-4143	1140	9	this	this	DET
framr-4143	1140	10	article	article	NOUN
framr-4143	1140	11	are	be	AUX
framr-4143	1140	12	the	the	DET
framr-4143	1140	13	views	view	NOUN
framr-4143	1140	14	and	and	CCONJ
framr-4143	1140	15	opinions	opinion	NOUN
framr-4143	1140	16	of	of	ADP
framr-4143	1140	17	the	the	DET
framr-4143	1140	18	author(s	author(s	NOUN
framr-4143	1140	19	)	)	PUNCT
framr-4143	1140	20	,	,	PUNCT
framr-4143	1140	21	financial	financial	ADJ
framr-4143	1140	22	risk	risk	NOUN
framr-4143	1140	23	and	and	CCONJ
framr-4143	1140	24	management	management	NOUN
framr-4143	1140	25	reviews	review	NOUN
framr-4143	1140	26	shall	shall	AUX
framr-4143	1140	27	not	not	PART
framr-4143	1140	28	be	be	AUX
framr-4143	1140	29	responsible	responsible	ADJ
framr-4143	1140	30	or	or	CCONJ
framr-4143	1140	31	answerable	answerable	ADJ
framr-4143	1140	32	for	for	ADP
framr-4143	1140	33	any	any	DET
framr-4143	1140	34	loss	loss	NOUN
framr-4143	1140	35	,	,	PUNCT
framr-4143	1140	36	damage	damage	NOUN
framr-4143	1140	37	or	or	CCONJ
framr-4143	1140	38	liability	liability	NOUN
framr-4143	1140	39	etc	etc	X
framr-4143	1140	40	.	.	X
framr-4143	1140	41	caused	cause	VERB
framr-4143	1140	42	in	in	ADP
framr-4143	1140	43	relation	relation	NOUN
framr-4143	1140	44	to	to	PART
framr-4143	1140	45	/	/	PUNCT
framr-4143	1140	46	arising	arise	VERB
framr-4143	1140	47	out	out	ADP
framr-4143	1140	48	of	of	ADP
framr-4143	1140	49	the	the	DET
framr-4143	1140	50	use	use	NOUN
framr-4143	1140	51	of	of	ADP
framr-4143	1140	52	the	the	DET
framr-4143	1140	53	content	content	NOUN
framr-4143	1140	54	.	.	PUNCT
framr-4143	1141	1	https://doi.org/10.1007/s10479-021-04048-6	https://doi.org/10.1007/s10479-021-04048-6	NUM
framr-4143	1141	2	https://doi.org/10.1080/12460125.2015.1038404	https://doi.org/10.1080/12460125.2015.1038404	NOUN
framr-4143	1141	3	https://www.weforum.org/	https://www.weforum.org/	NOUN
framr-4143	1141	4	https://doi.org/10.1016/j.jii.2020.100118	https://doi.org/10.1016/j.jii.2020.100118	PUNCT
framr-4143	1141	5	https://www.zara.com/	https://www.zara.com/	NOUN
framr-4143	1141	6	https://www.zebra.com/	https://www.zebra.com/	NOUN