id	sid	tid	token	lemma	pos
futech-370	1	1	q.	q.	PROPN
futech-370	1	2	ma	ma	PROPN
futech-370	1	3	&	&	CCONJ
futech-370	1	4	d.	d.	PROPN
futech-370	1	5	wu	wu	PROPN
futech-370	1	6	/future	/future	PUNCT
futech-370	1	7	technology	technology	PROPN
futech-370	1	8	august	august	PROPN
futech-370	1	9	2025|	2025|	NUM
futech-370	1	10	volume	volume	NOUN
futech-370	1	11	04	04	NUM
futech-370	2	1	|	|	NOUN
futech-370	2	2	issue	issue	NOUN
futech-370	2	3	03	03	NUM
futech-370	3	1	|	|	ADV
futech-370	3	2	pages	page	NOUN
futech-370	3	3	54	54	NUM
futech-370	3	4	-	-	SYM
futech-370	3	5	66	66	NUM
futech-370	3	6	54	54	NUM
futech-370	3	7	article	article	NOUN
futech-370	3	8	breaking	break	VERB
futech-370	3	9	data	datum	NOUN
futech-370	3	10	silos	silo	NOUN
futech-370	3	11	in	in	ADP
futech-370	3	12	multi	multi	ADJ
futech-370	3	13	-	-	ADJ
futech-370	3	14	tier	tier	ADJ
futech-370	3	15	suppliers	supplier	NOUN
futech-370	3	16	and	and	CCONJ
futech-370	3	17	designing	design	VERB
futech-370	3	18	intelligent	intelligent	ADJ
futech-370	3	19	collaborative	collaborative	ADJ
futech-370	3	20	trust	trust	PROPN
futech-370	3	21	qiuya	qiuya	PROPN
futech-370	3	22	ma	ma	PROPN
futech-370	3	23	*	*	PROPN
futech-370	3	24	,	,	PUNCT
futech-370	3	25	danqing	danqe	VERB
futech-370	3	26	wu	wu	PROPN
futech-370	3	27	faculty	faculty	NOUN
futech-370	3	28	of	of	ADP
futech-370	3	29	business	business	NOUN
futech-370	3	30	,	,	PUNCT
futech-370	3	31	hospitality	hospitality	NOUN
futech-370	3	32	,	,	PUNCT
futech-370	3	33	accounting	accounting	NOUN
futech-370	3	34	and	and	CCONJ
futech-370	3	35	finance	finance	NOUN
futech-370	3	36	(	(	PUNCT
futech-370	3	37	fobhaf	fobhaf	PROPN
futech-370	3	38	)	)	PUNCT
futech-370	3	39	,	,	PUNCT
futech-370	3	40	mahsa	mahsa	PROPN
futech-370	3	41	university	university	PROPN
futech-370	3	42	,	,	PUNCT
futech-370	3	43	malaysia	malaysia	PROPN
futech-370	3	44	a	a	DET
futech-370	3	45	r	r	NOUN
futech-370	3	46	t	t	NOUN
futech-370	4	1	i	i	PRON
futech-370	4	2	c	c	NOUN
futech-370	4	3	l	l	NOUN
futech-370	4	4	e	e	NOUN
futech-370	5	1	i	i	PRON
futech-370	5	2	n	n	VERB
futech-370	5	3	f	f	NOUN
futech-370	5	4	o	o	NOUN
futech-370	5	5	article	article	NOUN
futech-370	5	6	history	history	NOUN
futech-370	5	7	:	:	PUNCT
futech-370	5	8	received	receive	VERB
futech-370	5	9	06	06	NUM
futech-370	5	10	april	april	PROPN
futech-370	5	11	2025	2025	NUM
futech-370	5	12	received	receive	VERB
futech-370	5	13	in	in	ADP
futech-370	5	14	revised	revise	VERB
futech-370	5	15	form	form	NOUN
futech-370	5	16	20	20	NUM
futech-370	5	17	may	may	AUX
futech-370	5	18	2025	2025	NUM
futech-370	5	19	accepted	accept	VERB
futech-370	5	20	30	30	NUM
futech-370	5	21	may	may	NOUN
futech-370	5	22	2025	2025	NUM
futech-370	5	23	keywords	keyword	NOUN
futech-370	5	24	:	:	PUNCT
futech-370	5	25	data	datum	NOUN
futech-370	5	26	silos	silo	NOUN
futech-370	5	27	,	,	PUNCT
futech-370	5	28	multi	multi	ADJ
futech-370	5	29	-	-	ADJ
futech-370	5	30	tier	tier	ADJ
futech-370	5	31	supply	supply	NOUN
futech-370	5	32	chains	chain	NOUN
futech-370	5	33	,	,	PUNCT
futech-370	5	34	federated	federated	ADJ
futech-370	5	35	learning	learning	NOUN
futech-370	5	36	,	,	PUNCT
futech-370	5	37	algorithmic	algorithmic	ADJ
futech-370	5	38	trust	trust	PROPN
futech-370	5	39	,	,	PUNCT
futech-370	5	40	blockchain	blockchain	PROPN
futech-370	5	41	integration	integration	NOUN
futech-370	5	42	*	*	PUNCT
futech-370	5	43	corresponding	correspond	VERB
futech-370	5	44	author	author	NOUN
futech-370	5	45	email	email	NOUN
futech-370	5	46	address	address	NOUN
futech-370	5	47	:	:	PUNCT
futech-370	5	48	18375688617@163.com	18375688617@163.com	NUM
futech-370	5	49	doi	doi	NOUN
futech-370	5	50	:	:	PUNCT
futech-370	5	51	10.55670	10.55670	NUM
futech-370	5	52	/	/	SYM
futech-370	5	53	fpll.futech.4.3.6	fpll.futech.4.3.6	NOUN
futech-370	5	54	a	a	DET
futech-370	5	55	b	b	PROPN
futech-370	5	56	s	s	ADP
futech-370	5	57	t	t	PROPN
futech-370	5	58	r	r	NOUN
futech-370	5	59	a	a	DET
futech-370	5	60	c	c	NOUN
futech-370	5	61	t	t	NOUN
futech-370	5	62	data	data	NOUN
futech-370	5	63	silos	silo	NOUN
futech-370	5	64	across	across	ADP
futech-370	5	65	multi	multi	ADJ
futech-370	5	66	-	-	ADJ
futech-370	5	67	tier	tier	ADJ
futech-370	5	68	supply	supply	NOUN
futech-370	5	69	chains	chain	NOUN
futech-370	5	70	create	create	VERB
futech-370	5	71	significant	significant	ADJ
futech-370	5	72	barriers	barrier	NOUN
futech-370	5	73	to	to	ADP
futech-370	5	74	operational	operational	ADJ
futech-370	5	75	efficiency	efficiency	NOUN
futech-370	5	76	and	and	CCONJ
futech-370	5	77	resilience	resilience	NOUN
futech-370	5	78	,	,	PUNCT
futech-370	5	79	where	where	SCONJ
futech-370	5	80	information	information	NOUN
futech-370	5	81	fragmentation	fragmentation	NOUN
futech-370	5	82	undermines	undermine	VERB
futech-370	5	83	collaborative	collaborative	ADJ
futech-370	5	84	intelligence	intelligence	NOUN
futech-370	5	85	and	and	CCONJ
futech-370	5	86	increases	increase	VERB
futech-370	5	87	disruption	disruption	NOUN
futech-370	5	88	vulnerability	vulnerability	NOUN
futech-370	5	89	.	.	PUNCT
futech-370	6	1	this	this	DET
futech-370	6	2	research	research	NOUN
futech-370	6	3	investigates	investigate	VERB
futech-370	6	4	data	data	NOUN
futech-370	6	5	silo	silo	NOUN
futech-370	6	6	formation	formation	NOUN
futech-370	6	7	mechanisms	mechanism	NOUN
futech-370	6	8	and	and	CCONJ
futech-370	6	9	develops	develop	VERB
futech-370	6	10	an	an	DET
futech-370	6	11	intelligent	intelligent	ADJ
futech-370	6	12	collaborative	collaborative	ADJ
futech-370	6	13	trust	trust	NOUN
futech-370	6	14	framework	framework	NOUN
futech-370	6	15	leveraging	leverage	VERB
futech-370	6	16	artificial	artificial	ADJ
futech-370	6	17	intelligence	intelligence	NOUN
futech-370	6	18	to	to	PART
futech-370	6	19	address	address	VERB
futech-370	6	20	integration	integration	NOUN
futech-370	6	21	challenges	challenge	NOUN
futech-370	6	22	.	.	PUNCT
futech-370	7	1	the	the	DET
futech-370	7	2	study	study	NOUN
futech-370	7	3	employs	employ	VERB
futech-370	7	4	mixed	mixed	ADJ
futech-370	7	5	-	-	PUNCT
futech-370	7	6	methods	method	NOUN
futech-370	7	7	analysis	analysis	NOUN
futech-370	7	8	across	across	ADP
futech-370	7	9	47	47	NUM
futech-370	7	10	manufacturing	manufacturing	NOUN
futech-370	7	11	organizations	organization	NOUN
futech-370	7	12	selected	select	VERB
futech-370	7	13	through	through	ADP
futech-370	7	14	stratified	stratified	ADJ
futech-370	7	15	purposive	purposive	NOUN
futech-370	7	16	sampling	sampling	NOUN
futech-370	7	17	from	from	ADP
futech-370	7	18	china	china	PROPN
futech-370	7	19	's	's	PART
futech-370	7	20	industrial	industrial	ADJ
futech-370	7	21	regions	region	NOUN
futech-370	7	22	.	.	PUNCT
futech-370	8	1	a	a	DET
futech-370	8	2	hybrid	hybrid	ADJ
futech-370	8	3	architecture	architecture	NOUN
futech-370	8	4	combining	combine	VERB
futech-370	8	5	blockchain	blockchain	NOUN
futech-370	8	6	with	with	ADP
futech-370	8	7	federated	federated	ADJ
futech-370	8	8	learning	learning	NOUN
futech-370	8	9	enables	enable	VERB
futech-370	8	10	secure	secure	VERB
futech-370	8	11	cross	cross	ADJ
futech-370	8	12	-	-	ADJ
futech-370	8	13	organizational	organizational	ADJ
futech-370	8	14	information	information	NOUN
futech-370	8	15	exchange	exchange	NOUN
futech-370	8	16	while	while	SCONJ
futech-370	8	17	preserving	preserve	VERB
futech-370	8	18	competitive	competitive	ADJ
futech-370	8	19	advantages	advantage	NOUN
futech-370	8	20	through	through	ADP
futech-370	8	21	reputation	reputation	NOUN
futech-370	8	22	-	-	PUNCT
futech-370	8	23	based	base	VERB
futech-370	8	24	smart	smart	ADJ
futech-370	8	25	contracts	contract	NOUN
futech-370	8	26	and	and	CCONJ
futech-370	8	27	algorithmic	algorithmic	ADJ
futech-370	8	28	trust	trust	NOUN
futech-370	8	29	mechanisms	mechanism	NOUN
futech-370	8	30	.	.	PUNCT
futech-370	9	1	network	network	NOUN
futech-370	9	2	analysis	analysis	NOUN
futech-370	9	3	identifies	identify	VERB
futech-370	9	4	six	six	NUM
futech-370	9	5	primary	primary	ADJ
futech-370	9	6	data	datum	NOUN
futech-370	9	7	silo	silo	NOUN
futech-370	9	8	types	type	NOUN
futech-370	9	9	,	,	PUNCT
futech-370	9	10	with	with	ADP
futech-370	9	11	technological	technological	ADJ
futech-370	9	12	barriers	barrier	NOUN
futech-370	9	13	most	most	ADV
futech-370	9	14	prevalent	prevalent	ADJ
futech-370	9	15	at	at	ADP
futech-370	9	16	31.4	31.4	NUM
futech-370	9	17	percent	percent	NOUN
futech-370	9	18	and	and	CCONJ
futech-370	9	19	organizational	organizational	ADJ
futech-370	9	20	barriers	barrier	NOUN
futech-370	9	21	at	at	ADP
futech-370	9	22	23.8	23.8	NUM
futech-370	9	23	percent	percent	NOUN
futech-370	9	24	.	.	PUNCT
futech-370	10	1	randomized	randomize	VERB
futech-370	10	2	controlled	control	VERB
futech-370	10	3	trials	trial	NOUN
futech-370	10	4	demonstrate	demonstrate	VERB
futech-370	10	5	significant	significant	ADJ
futech-370	10	6	performance	performance	NOUN
futech-370	10	7	improvements	improvement	NOUN
futech-370	10	8	over	over	ADP
futech-370	10	9	conventional	conventional	ADJ
futech-370	10	10	approaches	approach	NOUN
futech-370	10	11	.	.	PUNCT
futech-370	11	1	supply	supply	NOUN
futech-370	11	2	chain	chain	NOUN
futech-370	11	3	visibility	visibility	NOUN
futech-370	11	4	increases	increase	NOUN
futech-370	11	5	by	by	ADP
futech-370	11	6	39	39	NUM
futech-370	11	7	%	%	NOUN
futech-370	11	8	,	,	PUNCT
futech-370	11	9	while	while	SCONJ
futech-370	11	10	coordination	coordination	NOUN
futech-370	11	11	costs	cost	NOUN
futech-370	11	12	decrease	decrease	NOUN
futech-370	11	13	by	by	ADP
futech-370	11	14	28	28	NUM
futech-370	11	15	%	%	NOUN
futech-370	11	16	.	.	PUNCT
futech-370	12	1	the	the	DET
futech-370	12	2	neural	neural	ADJ
futech-370	12	3	network	network	NOUN
futech-370	12	4	ensemble	ensemble	ADJ
futech-370	12	5	achieves	achieve	VERB
futech-370	12	6	a	a	DET
futech-370	12	7	7.3	7.3	NUM
futech-370	12	8	-	-	PUNCT
futech-370	12	9	day	day	NOUN
futech-370	12	10	average	average	ADJ
futech-370	12	11	disruption	disruption	NOUN
futech-370	12	12	prediction	prediction	NOUN
futech-370	12	13	lead	lead	NOUN
futech-370	12	14	time	time	NOUN
futech-370	12	15	improvement	improvement	NOUN
futech-370	12	16	,	,	PUNCT
futech-370	12	17	with	with	ADP
futech-370	12	18	pharmaceutical	pharmaceutical	NOUN
futech-370	12	19	manufacturers	manufacturer	NOUN
futech-370	12	20	experiencing	experience	VERB
futech-370	12	21	9.8	9.8	NUM
futech-370	12	22	days	day	NOUN
futech-370	12	23	of	of	ADP
futech-370	12	24	early	early	ADJ
futech-370	12	25	warning	warning	NOUN
futech-370	12	26	enhancement	enhancement	NOUN
futech-370	12	27	.	.	PUNCT
futech-370	13	1	mean	mean	VERB
futech-370	13	2	absolute	absolute	ADJ
futech-370	13	3	prediction	prediction	NOUN
futech-370	13	4	error	error	NOUN
futech-370	13	5	reduces	reduce	VERB
futech-370	13	6	by	by	ADP
futech-370	13	7	42	42	NUM
futech-370	13	8	percent	percent	NOUN
futech-370	13	9	,	,	PUNCT
futech-370	13	10	and	and	CCONJ
futech-370	13	11	inventory	inventory	NOUN
futech-370	13	12	optimization	optimization	NOUN
futech-370	13	13	shows	show	VERB
futech-370	13	14	156	156	NUM
futech-370	13	15	percent	percent	NOUN
futech-370	13	16	cost	cost	NOUN
futech-370	13	17	efficiency	efficiency	NOUN
futech-370	13	18	improvement	improvement	NOUN
futech-370	13	19	.	.	PUNCT
futech-370	14	1	this	this	DET
futech-370	14	2	research	research	NOUN
futech-370	14	3	contributes	contribute	VERB
futech-370	14	4	to	to	PART
futech-370	14	5	supply	supply	VERB
futech-370	14	6	chain	chain	NOUN
futech-370	14	7	digitalization	digitalization	NOUN
futech-370	14	8	theory	theory	NOUN
futech-370	14	9	by	by	ADP
futech-370	14	10	reconceptualizing	reconceptualize	VERB
futech-370	14	11	trust	trust	NOUN
futech-370	14	12	as	as	ADP
futech-370	14	13	an	an	DET
futech-370	14	14	algorithmically	algorithmically	ADV
futech-370	14	15	-	-	PUNCT
futech-370	14	16	mediated	mediate	VERB
futech-370	14	17	construct	construct	NOUN
futech-370	14	18	,	,	PUNCT
futech-370	14	19	establishing	establish	VERB
futech-370	14	20	selective	selective	ADJ
futech-370	14	21	transparency	transparency	NOUN
futech-370	14	22	frameworks	framework	NOUN
futech-370	14	23	that	that	PRON
futech-370	14	24	enable	enable	VERB
futech-370	14	25	distributed	distribute	VERB
futech-370	14	26	intelligence	intelligence	NOUN
futech-370	14	27	architectures	architecture	NOUN
futech-370	14	28	to	to	PART
futech-370	14	29	achieve	achieve	VERB
futech-370	14	30	.	.	PUNCT
futech-370	15	1	1	1	X
futech-370	15	2	.	.	X
futech-370	15	3	introduction	introduction	NOUN
futech-370	15	4	current	current	ADJ
futech-370	15	5	supply	supply	NOUN
futech-370	15	6	chains	chain	NOUN
futech-370	15	7	are	be	AUX
futech-370	15	8	increasingly	increasingly	ADV
futech-370	15	9	intricate	intricate	ADJ
futech-370	15	10	systems	system	NOUN
futech-370	15	11	;	;	PUNCT
futech-370	15	12	multi	multi	ADJ
futech-370	15	13	-	-	ADJ
futech-370	15	14	tiered	tiered	ADJ
futech-370	15	15	suppliers	supplier	NOUN
futech-370	15	16	,	,	PUNCT
futech-370	15	17	manufacturers	manufacturer	NOUN
futech-370	15	18	,	,	PUNCT
futech-370	15	19	and	and	CCONJ
futech-370	15	20	distributors	distributor	NOUN
futech-370	15	21	form	form	VERB
futech-370	15	22	intricate	intricate	ADJ
futech-370	15	23	ecosystems	ecosystem	NOUN
futech-370	15	24	that	that	PRON
futech-370	15	25	power	power	VERB
futech-370	15	26	the	the	DET
futech-370	15	27	world	world	NOUN
futech-370	15	28	economy	economy	NOUN
futech-370	15	29	[	[	X
futech-370	15	30	1	1	NUM
futech-370	15	31	]	]	PUNCT
futech-370	15	32	.	.	PUNCT
futech-370	16	1	these	these	DET
futech-370	16	2	systems	system	NOUN
futech-370	16	3	are	be	AUX
futech-370	16	4	undergoing	undergo	VERB
futech-370	16	5	drastic	drastic	ADJ
futech-370	16	6	transformation	transformation	NOUN
futech-370	16	7	within	within	ADP
futech-370	16	8	industry	industry	NOUN
futech-370	16	9	4.0	4.0	NUM
futech-370	16	10	,	,	PUNCT
futech-370	16	11	where	where	SCONJ
futech-370	16	12	new	new	ADJ
futech-370	16	13	technologies	technology	NOUN
futech-370	16	14	are	be	AUX
futech-370	16	15	poised	poise	VERB
futech-370	16	16	to	to	PART
futech-370	16	17	offer	offer	VERB
futech-370	16	18	unprecedented	unprecedented	ADJ
futech-370	16	19	levels	level	NOUN
futech-370	16	20	of	of	ADP
futech-370	16	21	interconnectivity	interconnectivity	NOUN
futech-370	16	22	and	and	CCONJ
futech-370	16	23	intelligence	intelligence	NOUN
futech-370	16	24	across	across	ADP
futech-370	16	25	operations	operation	NOUN
futech-370	16	26	[	[	X
futech-370	16	27	2	2	NUM
futech-370	16	28	]	]	PUNCT
futech-370	16	29	.	.	PUNCT
futech-370	17	1	most	most	ADJ
futech-370	17	2	companies	company	NOUN
futech-370	17	3	,	,	PUNCT
futech-370	17	4	however	however	ADV
futech-370	17	5	,	,	PUNCT
futech-370	17	6	still	still	ADV
futech-370	17	7	struggle	struggle	VERB
futech-370	17	8	with	with	ADP
futech-370	17	9	fragmented	fragmented	ADJ
futech-370	17	10	and	and	CCONJ
futech-370	17	11	siloed	siloed	ADJ
futech-370	17	12	information	information	NOUN
futech-370	17	13	systems	system	NOUN
futech-370	17	14	that	that	PRON
futech-370	17	15	inhibit	inhibit	VERB
futech-370	17	16	complete	complete	ADJ
futech-370	17	17	visibility	visibility	NOUN
futech-370	17	18	and	and	CCONJ
futech-370	17	19	collaboration	collaboration	NOUN
futech-370	17	20	across	across	ADP
futech-370	17	21	different	different	ADJ
futech-370	17	22	tiers	tier	NOUN
futech-370	17	23	of	of	ADP
futech-370	17	24	the	the	DET
futech-370	17	25	supply	supply	NOUN
futech-370	17	26	chain	chain	NOUN
futech-370	17	27	[	[	X
futech-370	17	28	3	3	NUM
futech-370	17	29	]	]	PUNCT
futech-370	17	30	.	.	PUNCT
futech-370	18	1	this	this	DET
futech-370	18	2	lack	lack	NOUN
futech-370	18	3	of	of	ADP
futech-370	18	4	integration	integration	NOUN
futech-370	18	5	leads	lead	VERB
futech-370	18	6	to	to	ADP
futech-370	18	7	inefficient	inefficient	ADJ
futech-370	18	8	optimization	optimization	NOUN
futech-370	18	9	,	,	PUNCT
futech-370	18	10	increases	increase	VERB
futech-370	18	11	vulnerability	vulnerability	NOUN
futech-370	18	12	to	to	ADP
futech-370	18	13	disruptions	disruption	NOUN
futech-370	18	14	,	,	PUNCT
futech-370	18	15	and	and	CCONJ
futech-370	18	16	weakens	weaken	VERB
futech-370	18	17	operational	operational	ADJ
futech-370	18	18	efficiency	efficiency	NOUN
futech-370	18	19	[	[	X
futech-370	18	20	4	4	NUM
futech-370	18	21	]	]	PUNCT
futech-370	18	22	.	.	PUNCT
futech-370	19	1	the	the	DET
futech-370	19	2	situation	situation	NOUN
futech-370	19	3	is	be	AUX
futech-370	19	4	especially	especially	ADV
futech-370	19	5	dire	dire	ADJ
futech-370	19	6	for	for	ADP
futech-370	19	7	manufacturing	manufacturing	NOUN
futech-370	19	8	industries	industry	NOUN
futech-370	19	9	with	with	ADP
futech-370	19	10	complex	complex	ADJ
futech-370	19	11	products	product	NOUN
futech-370	19	12	that	that	PRON
futech-370	19	13	depend	depend	VERB
futech-370	19	14	on	on	ADP
futech-370	19	15	multiple	multiple	ADJ
futech-370	19	16	suppliers	supplier	NOUN
futech-370	19	17	who	who	PRON
futech-370	19	18	use	use	VERB
futech-370	19	19	different	different	ADJ
futech-370	19	20	systems	system	NOUN
futech-370	19	21	and	and	CCONJ
futech-370	19	22	have	have	VERB
futech-370	19	23	different	different	ADJ
futech-370	19	24	levels	level	NOUN
futech-370	19	25	of	of	ADP
futech-370	19	26	technology	technology	NOUN
futech-370	19	27	[	[	X
futech-370	19	28	5	5	NUM
futech-370	19	29	]	]	PUNCT
futech-370	19	30	.	.	PUNCT
futech-370	20	1	this	this	DET
futech-370	20	2	information	information	NOUN
futech-370	20	3	asymmetry	asymmetry	NOUN
futech-370	20	4	creates	create	VERB
futech-370	20	5	barriers	barrier	NOUN
futech-370	20	6	to	to	PART
futech-370	20	7	supply	supply	VERB
futech-370	20	8	chain	chain	NOUN
futech-370	20	9	integration	integration	NOUN
futech-370	20	10	,	,	PUNCT
futech-370	20	11	and	and	CCONJ
futech-370	20	12	research	research	NOUN
futech-370	20	13	demonstrates	demonstrate	VERB
futech-370	20	14	that	that	SCONJ
futech-370	20	15	limited	limited	ADJ
futech-370	20	16	visibility	visibility	NOUN
futech-370	20	17	beyond	beyond	ADP
futech-370	20	18	direct	direct	ADJ
futech-370	20	19	supplier	supplier	NOUN
futech-370	20	20	boundaries	boundary	NOUN
futech-370	20	21	of	of	ADP
futech-370	20	22	direct	direct	ADJ
futech-370	20	23	suppliers	supplier	NOUN
futech-370	20	24	can	can	AUX
futech-370	20	25	increase	increase	VERB
futech-370	20	26	coordination	coordination	NOUN
futech-370	20	27	costs	cost	NOUN
futech-370	20	28	by	by	ADP
futech-370	20	29	up	up	ADP
futech-370	20	30	to	to	PART
futech-370	20	31	40	40	NUM
futech-370	20	32	%	%	NOUN
futech-370	20	33	and	and	CCONJ
futech-370	20	34	severely	severely	ADV
futech-370	20	35	undermine	undermine	ADJ
futech-370	20	36	resilience	resilience	NOUN
futech-370	20	37	to	to	ADP
futech-370	20	38	interruptions	interruption	NOUN
futech-370	20	39	[	[	X
futech-370	20	40	6	6	NUM
futech-370	20	41	]	]	PUNCT
futech-370	20	42	.	.	PUNCT
futech-370	21	1	these	these	DET
futech-370	21	2	integration	integration	NOUN
futech-370	21	3	challenges	challenge	NOUN
futech-370	21	4	manifest	manifest	VERB
futech-370	21	5	through	through	ADP
futech-370	21	6	six	six	NUM
futech-370	21	7	distinct	distinct	ADJ
futech-370	21	8	types	type	NOUN
futech-370	21	9	of	of	ADP
futech-370	21	10	data	datum	NOUN
futech-370	21	11	silos	silo	NOUN
futech-370	21	12	that	that	PRON
futech-370	21	13	create	create	VERB
futech-370	21	14	systematic	systematic	ADJ
futech-370	21	15	barriers	barrier	NOUN
futech-370	21	16	to	to	ADP
futech-370	21	17	collaborative	collaborative	ADJ
futech-370	21	18	intelligence	intelligence	NOUN
futech-370	21	19	.	.	PUNCT
futech-370	22	1	technological	technological	ADJ
futech-370	22	2	incompatibilities	incompatibility	NOUN
futech-370	22	3	between	between	ADP
futech-370	22	4	heterogeneous	heterogeneous	ADJ
futech-370	22	5	systems	system	NOUN
futech-370	22	6	are	be	AUX
futech-370	22	7	the	the	DET
futech-370	22	8	most	most	ADV
futech-370	22	9	prevalent	prevalent	ADJ
futech-370	22	10	form	form	NOUN
futech-370	22	11	,	,	PUNCT
futech-370	22	12	followed	follow	VERB
futech-370	22	13	by	by	ADP
futech-370	22	14	organizational	organizational	ADJ
futech-370	22	15	boundaries	boundary	NOUN
futech-370	22	16	that	that	PRON
futech-370	22	17	extend	extend	VERB
futech-370	22	18	beyond	beyond	ADP
futech-370	22	19	individual	individual	ADJ
futech-370	22	20	entities	entity	NOUN
futech-370	22	21	,	,	PUNCT
futech-370	22	22	competitive	competitive	ADJ
futech-370	22	23	concerns	concern	NOUN
futech-370	22	24	about	about	ADP
futech-370	22	25	intellectual	intellectual	ADJ
futech-370	22	26	property	property	NOUN
futech-370	22	27	exposure	exposure	NOUN
futech-370	22	28	,	,	PUNCT
futech-370	22	29	geographical	geographical	ADJ
futech-370	22	30	distribution	distribution	NOUN
futech-370	22	31	barriers	barrier	NOUN
futech-370	22	32	,	,	PUNCT
futech-370	22	33	regulatory	regulatory	ADJ
futech-370	22	34	compliance	compliance	NOUN
futech-370	22	35	requirements	requirement	NOUN
futech-370	22	36	,	,	PUNCT
futech-370	22	37	and	and	CCONJ
futech-370	22	38	cultural	cultural	ADJ
futech-370	22	39	differences	difference	NOUN
futech-370	22	40	in	in	ADP
futech-370	22	41	information	information	NOUN
futech-370	22	42	-	-	PUNCT
futech-370	22	43	sharing	sharing	NOUN
futech-370	22	44	practices	practice	NOUN
futech-370	22	45	.	.	PUNCT
futech-370	23	1	the	the	DET
futech-370	23	2	resulting	result	VERB
futech-370	23	3	information	information	NOUN
futech-370	23	4	fragmentation	fragmentation	NOUN
futech-370	23	5	creates	create	VERB
futech-370	23	6	a	a	DET
futech-370	23	7	fundamental	fundamental	ADJ
futech-370	23	8	paradox	paradox	NOUN
futech-370	23	9	where	where	SCONJ
futech-370	23	10	organizations	organization	NOUN
futech-370	23	11	possess	possess	VERB
futech-370	23	12	valuable	valuable	ADJ
futech-370	23	13	data	datum	NOUN
futech-370	23	14	that	that	PRON
futech-370	23	15	could	could	AUX
futech-370	23	16	enhance	enhance	VERB
futech-370	23	17	collective	collective	ADJ
futech-370	23	18	supply	supply	NOUN
futech-370	23	19	chain	chain	NOUN
futech-370	23	20	performance	performance	NOUN
futech-370	23	21	,	,	PUNCT
futech-370	23	22	yet	yet	CCONJ
futech-370	23	23	remain	remain	VERB
futech-370	23	24	reluctant	reluctant	ADJ
futech-370	23	25	to	to	PART
futech-370	23	26	share	share	VERB
futech-370	23	27	due	due	ADJ
futech-370	23	28	to	to	ADP
futech-370	23	29	legitimate	legitimate	ADJ
futech-370	23	30	concerns	concern	NOUN
futech-370	23	31	about	about	ADP
futech-370	23	32	competitive	competitive	ADJ
futech-370	23	33	positioning	positioning	NOUN
futech-370	23	34	and	and	CCONJ
futech-370	23	35	data	datum	NOUN
futech-370	23	36	security	security	NOUN
futech-370	23	37	vulnerabilities	vulnerability	NOUN
futech-370	23	38	.	.	PUNCT
futech-370	24	1	as	as	SCONJ
futech-370	24	2	noted	note	VERB
futech-370	24	3	in	in	ADP
futech-370	24	4	reference	reference	NOUN
futech-370	24	5	[	[	X
futech-370	24	6	7	7	NUM
futech-370	24	7	]	]	PUNCT
futech-370	24	8	,	,	PUNCT
futech-370	24	9	artificial	artificial	ADJ
futech-370	24	10	intelligence	intelligence	NOUN
futech-370	24	11	(	(	PUNCT
futech-370	24	12	ai	ai	NOUN
futech-370	24	13	)	)	PUNCT
futech-370	24	14	technologies	technology	NOUN
futech-370	24	15	have	have	AUX
futech-370	24	16	emerged	emerge	VERB
futech-370	24	17	as	as	ADP
futech-370	24	18	one	one	NUM
futech-370	24	19	of	of	ADP
futech-370	24	20	the	the	DET
futech-370	24	21	most	most	ADV
futech-370	24	22	effective	effective	ADJ
futech-370	24	23	solutions	solution	NOUN
futech-370	24	24	for	for	ADP
futech-370	24	25	the	the	DET
futech-370	24	26	integration	integration	NOUN
futech-370	24	27	problems	problem	NOUN
futech-370	24	28	faced	face	VERB
futech-370	24	29	by	by	ADP
futech-370	24	30	organizations	organization	NOUN
futech-370	24	31	in	in	ADP
futech-370	24	32	their	their	PRON
futech-370	24	33	attempts	attempt	NOUN
futech-370	24	34	to	to	PART
futech-370	24	35	manage	manage	VERB
futech-370	24	36	large	large	ADJ
futech-370	24	37	amounts	amount	NOUN
futech-370	24	38	of	of	ADP
futech-370	24	39	supply	supply	NOUN
futech-370	24	40	chain	chain	NOUN
futech-370	24	41	data	datum	NOUN
futech-370	24	42	.	.	PUNCT
futech-370	25	1	predictive	predictive	ADJ
futech-370	25	2	analytics	analytic	NOUN
futech-370	25	3	enhances	enhance	VERB
futech-370	25	4	resource	resource	NOUN
futech-370	25	5	optimization	optimization	NOUN
futech-370	25	6	,	,	PUNCT
futech-370	25	7	allocation	allocation	NOUN
futech-370	25	8	,	,	PUNCT
futech-370	25	9	and	and	CCONJ
futech-370	25	10	the	the	DET
futech-370	25	11	open	open	ADJ
futech-370	25	12	access	access	NOUN
futech-370	25	13	journal	journal	PROPN
futech-370	25	14	issn	issn	PROPN
futech-370	25	15	2832	2832	NUM
futech-370	25	16	-	-	SYM
futech-370	25	17	0379	0379	NUM
futech-370	25	18	august	august	PROPN
futech-370	25	19	2025|	2025|	NUM
futech-370	25	20	volume	volume	NOUN
futech-370	25	21	04	04	NUM
futech-370	26	1	|	|	NOUN
futech-370	26	2	issue	issue	NOUN
futech-370	26	3	03	03	NUM
futech-370	27	1	|	|	ADV
futech-370	27	2	pages	page	NOUN
futech-370	27	3	54	54	NUM
futech-370	27	4	-	-	SYM
futech-370	27	5	66	66	NUM
futech-370	27	6	https://doi.org/10.55670/fpll.futech.4.3.6	https://doi.org/10.55670/fpll.futech.4.3.6	ADJ
futech-370	27	7	journal	journal	PROPN
futech-370	27	8	homepage	homepage	NOUN
futech-370	27	9	:	:	PUNCT
futech-370	27	10	https://fupubco.com/futech	https://fupubco.com/futech	PROPN
futech-370	27	11	future	future	ADJ
futech-370	27	12	technology	technology	NOUN
futech-370	27	13	open	open	ADJ
futech-370	27	14	access	access	NOUN
futech-370	27	15	journal	journal	PROPN
futech-370	27	16	mailto:18375688617@163.com	mailto:18375688617@163.com	PROPN
futech-370	27	17	https://doi.org/10.55670/fpll.futech.4.3.6	https://doi.org/10.55670/fpll.futech.4.3.6	PROPN
futech-370	27	18	https://fupubco.com/futech	https://fupubco.com/futech	PROPN
futech-370	27	19	q.	q.	PROPN
futech-370	27	20	ma	ma	PROPN
futech-370	27	21	&	&	CCONJ
futech-370	27	22	d.	d.	PROPN
futech-370	27	23	wu	wu	PROPN
futech-370	27	24	/future	/future	PUNCT
futech-370	27	25	technology	technology	PROPN
futech-370	27	26	august	august	PROPN
futech-370	27	27	2025|	2025|	NUM
futech-370	28	1	volume	volume	NOUN
futech-370	28	2	04	04	NUM
futech-370	29	1	|	|	NOUN
futech-370	29	2	issue	issue	NOUN
futech-370	29	3	03	03	NUM
futech-370	30	1	|	|	ADV
futech-370	30	2	pages	page	NOUN
futech-370	30	3	54	54	NUM
futech-370	30	4	-	-	SYM
futech-370	30	5	66	66	NUM
futech-370	30	6	55	55	NUM
futech-370	30	7	identification	identification	NOUN
futech-370	30	8	of	of	ADP
futech-370	30	9	latent	latent	NOUN
futech-370	30	10	risks	risk	NOUN
futech-370	30	11	that	that	PRON
futech-370	30	12	could	could	AUX
futech-370	30	13	trigger	trigger	VERB
futech-370	30	14	network	network	NOUN
futech-370	30	15	-	-	PUNCT
futech-370	30	16	wide	wide	ADJ
futech-370	30	17	failures	failure	NOUN
futech-370	30	18	[	[	X
futech-370	30	19	8	8	NUM
futech-370	30	20	]	]	PUNCT
futech-370	30	21	.	.	PUNCT
futech-370	31	1	machine	machine	NOUN
futech-370	31	2	learning	learn	VERB
futech-370	31	3	techniques	technique	NOUN
futech-370	31	4	are	be	AUX
futech-370	31	5	the	the	DET
futech-370	31	6	most	most	ADV
futech-370	31	7	widely	widely	ADV
futech-370	31	8	used	use	VERB
futech-370	31	9	algorithms	algorithm	NOUN
futech-370	31	10	for	for	ADP
futech-370	31	11	forecasting	forecast	VERB
futech-370	31	12	supply	supply	NOUN
futech-370	31	13	chains	chain	NOUN
futech-370	31	14	,	,	PUNCT
futech-370	31	15	and	and	CCONJ
futech-370	31	16	deep	deep	ADJ
futech-370	31	17	learning	learning	NOUN
futech-370	31	18	algorithms	algorithm	NOUN
futech-370	31	19	are	be	AUX
futech-370	31	20	sophisticated	sophisticated	ADJ
futech-370	31	21	multi	multi	ADJ
futech-370	31	22	-	-	ADJ
futech-370	31	23	dimensional	dimensional	ADJ
futech-370	31	24	data	datum	NOUN
futech-370	31	25	processors	processor	NOUN
futech-370	31	26	that	that	PRON
futech-370	31	27	promise	promise	VERB
futech-370	31	28	to	to	PART
futech-370	31	29	uncover	uncover	VERB
futech-370	31	30	hidden	hidden	ADJ
futech-370	31	31	patterns	pattern	NOUN
futech-370	31	32	[	[	X
futech-370	31	33	9	9	NUM
futech-370	31	34	]	]	PUNCT
futech-370	31	35	.	.	PUNCT
futech-370	32	1	these	these	DET
futech-370	32	2	technologies	technology	NOUN
futech-370	32	3	enable	enable	VERB
futech-370	32	4	proactive	proactive	ADJ
futech-370	32	5	supply	supply	NOUN
futech-370	32	6	chain	chain	NOUN
futech-370	32	7	management	management	NOUN
futech-370	32	8	paradigms	paradigm	VERB
futech-370	32	9	,	,	PUNCT
futech-370	32	10	fundamentally	fundamentally	ADV
futech-370	32	11	enhancing	enhance	VERB
futech-370	32	12	organizational	organizational	ADJ
futech-370	32	13	agility	agility	NOUN
futech-370	32	14	and	and	CCONJ
futech-370	32	15	responsiveness	responsiveness	NOUN
futech-370	32	16	to	to	ADP
futech-370	32	17	market	market	NOUN
futech-370	32	18	dynamics	dynamic	NOUN
futech-370	32	19	[	[	X
futech-370	32	20	10	10	NUM
futech-370	32	21	]	]	PUNCT
futech-370	32	22	.	.	PUNCT
futech-370	33	1	the	the	DET
futech-370	33	2	use	use	NOUN
futech-370	33	3	of	of	ADP
futech-370	33	4	ai	ai	VERB
futech-370	33	5	in	in	ADP
futech-370	33	6	multi	multi	ADJ
futech-370	33	7	-	-	ADJ
futech-370	33	8	tier	tier	ADJ
futech-370	33	9	supply	supply	NOUN
futech-370	33	10	chains	chain	NOUN
futech-370	33	11	,	,	PUNCT
futech-370	33	12	however	however	ADV
futech-370	33	13	,	,	PUNCT
futech-370	33	14	faces	face	VERB
futech-370	33	15	the	the	DET
futech-370	33	16	fundamental	fundamental	ADJ
futech-370	33	17	obstacle	obstacle	NOUN
futech-370	33	18	of	of	ADP
futech-370	33	19	data	datum	NOUN
futech-370	33	20	disconnects	disconnect	NOUN
futech-370	33	21	that	that	PRON
futech-370	33	22	impede	impede	VERB
futech-370	33	23	the	the	DET
futech-370	33	24	streaming	streaming	NOUN
futech-370	33	25	access	access	NOUN
futech-370	33	26	of	of	ADP
futech-370	33	27	data	datum	NOUN
futech-370	33	28	between	between	ADP
futech-370	33	29	various	various	ADJ
futech-370	33	30	organizations	organization	NOUN
futech-370	33	31	[	[	X
futech-370	33	32	11	11	NUM
futech-370	33	33	]	]	PUNCT
futech-370	33	34	.	.	PUNCT
futech-370	34	1	innovative	innovative	ADJ
futech-370	34	2	technologies	technology	NOUN
futech-370	34	3	such	such	ADJ
futech-370	34	4	as	as	ADP
futech-370	34	5	blockchain	blockchain	NOUN
futech-370	34	6	and	and	CCONJ
futech-370	34	7	federated	federated	ADJ
futech-370	34	8	learning	learning	NOUN
futech-370	34	9	present	present	ADJ
futech-370	34	10	sophisticated	sophisticated	ADJ
futech-370	34	11	methods	method	NOUN
futech-370	34	12	for	for	ADP
futech-370	34	13	crossing	cross	VERB
futech-370	34	14	data	datum	NOUN
futech-370	34	15	barriers	barrier	NOUN
futech-370	34	16	while	while	SCONJ
futech-370	34	17	preserving	preserve	VERB
futech-370	34	18	organizational	organizational	ADJ
futech-370	34	19	independence	independence	NOUN
futech-370	34	20	and	and	CCONJ
futech-370	34	21	data	datum	NOUN
futech-370	34	22	confidentiality	confidentiality	NOUN
futech-370	34	23	[	[	X
futech-370	34	24	12	12	NUM
futech-370	34	25	]	]	PUNCT
futech-370	34	26	.	.	PUNCT
futech-370	35	1	additionally	additionally	ADV
futech-370	35	2	,	,	PUNCT
futech-370	35	3	blockchain	blockchain	PROPN
futech-370	35	4	supports	support	VERB
futech-370	35	5	an	an	DET
futech-370	35	6	electronic	electronic	ADJ
futech-370	35	7	ledger	ledger	NOUN
futech-370	35	8	system	system	NOUN
futech-370	35	9	that	that	PRON
futech-370	35	10	is	be	AUX
futech-370	35	11	decentralised	decentralise	VERB
futech-370	35	12	and	and	CCONJ
futech-370	35	13	unchangeable	unchangeable	ADJ
futech-370	35	14	,	,	PUNCT
futech-370	35	15	which	which	PRON
futech-370	35	16	allows	allow	VERB
futech-370	35	17	supply	supply	NOUN
futech-370	35	18	chain	chain	NOUN
futech-370	35	19	partners	partner	NOUN
futech-370	35	20	to	to	PART
futech-370	35	21	have	have	VERB
futech-370	35	22	trust	trust	NOUN
futech-370	35	23	relationships	relationship	NOUN
futech-370	35	24	with	with	ADP
futech-370	35	25	one	one	NUM
futech-370	35	26	another	another	DET
futech-370	35	27	without	without	ADP
futech-370	35	28	the	the	DET
futech-370	35	29	need	need	NOUN
futech-370	35	30	for	for	ADP
futech-370	35	31	a	a	DET
futech-370	35	32	central	central	ADJ
futech-370	35	33	authority	authority	NOUN
futech-370	35	34	[	[	X
futech-370	35	35	13	13	NUM
futech-370	35	36	]	]	PUNCT
futech-370	35	37	.	.	PUNCT
futech-370	36	1	furthermore	furthermore	ADV
futech-370	36	2	,	,	PUNCT
futech-370	36	3	federated	federated	ADJ
futech-370	36	4	learning	learning	NOUN
futech-370	36	5	encourages	encourage	VERB
futech-370	36	6	group	group	NOUN
futech-370	36	7	participation	participation	NOUN
futech-370	36	8	in	in	ADP
futech-370	36	9	model	model	NOUN
futech-370	36	10	creation	creation	NOUN
futech-370	36	11	without	without	ADP
futech-370	36	12	sharing	share	VERB
futech-370	36	13	sensitive	sensitive	ADJ
futech-370	36	14	raw	raw	ADJ
futech-370	36	15	data	datum	NOUN
futech-370	36	16	,	,	PUNCT
futech-370	36	17	thus	thus	ADV
futech-370	36	18	allowing	allow	VERB
futech-370	36	19	each	each	DET
futech-370	36	20	organization	organization	NOUN
futech-370	36	21	to	to	PART
futech-370	36	22	utilise	utilise	VERB
futech-370	36	23	shared	shared	ADJ
futech-370	36	24	knowledge	knowledge	NOUN
futech-370	36	25	without	without	ADP
futech-370	36	26	losing	lose	VERB
futech-370	36	27	proprietary	proprietary	ADJ
futech-370	36	28	information	information	NOUN
futech-370	36	29	[	[	X
futech-370	36	30	14	14	NUM
futech-370	36	31	]	]	PUNCT
futech-370	36	32	.	.	PUNCT
futech-370	37	1	these	these	DET
futech-370	37	2	technologies	technology	NOUN
futech-370	37	3	complement	complement	VERB
futech-370	37	4	traditional	traditional	ADJ
futech-370	37	5	approaches	approach	NOUN
futech-370	37	6	by	by	ADP
futech-370	37	7	enhancing	enhance	VERB
futech-370	37	8	distributed	distribute	VERB
futech-370	37	9	computing	computing	NOUN
futech-370	37	10	architectures	architecture	NOUN
futech-370	37	11	through	through	ADP
futech-370	37	12	advanced	advanced	ADJ
futech-370	37	13	computational	computational	ADJ
futech-370	37	14	frameworks	framework	NOUN
futech-370	37	15	.	.	PUNCT
futech-370	38	1	this	this	PRON
futech-370	38	2	adds	add	VERB
futech-370	38	3	layers	layer	NOUN
futech-370	38	4	to	to	ADP
futech-370	38	5	multi	multi	ADJ
futech-370	38	6	-	-	ADJ
futech-370	38	7	agent	agent	ADJ
futech-370	38	8	systems	system	NOUN
futech-370	38	9	where	where	SCONJ
futech-370	38	10	the	the	DET
futech-370	38	11	balance	balance	NOUN
futech-370	38	12	between	between	ADP
futech-370	38	13	information	information	NOUN
futech-370	38	14	sharing	sharing	NOUN
futech-370	38	15	and	and	CCONJ
futech-370	38	16	competition	competition	NOUN
futech-370	38	17	rivalry	rivalry	NOUN
futech-370	38	18	is	be	AUX
futech-370	38	19	monitored	monitor	VERB
futech-370	38	20	and	and	CCONJ
futech-370	38	21	maintained	maintain	VERB
futech-370	38	22	[	[	PUNCT
futech-370	38	23	15	15	NUM
futech-370	38	24	]	]	PUNCT
futech-370	38	25	.	.	PUNCT
futech-370	39	1	this	this	DET
futech-370	39	2	convergence	convergence	NOUN
futech-370	39	3	of	of	ADP
futech-370	39	4	technologies	technology	NOUN
futech-370	39	5	alleviates	alleviate	VERB
futech-370	39	6	one	one	NUM
futech-370	39	7	of	of	ADP
futech-370	39	8	the	the	DET
futech-370	39	9	most	most	ADV
futech-370	39	10	fundamental	fundamental	ADJ
futech-370	39	11	conflicts	conflict	NOUN
futech-370	39	12	regarding	regard	VERB
futech-370	39	13	supply	supply	NOUN
futech-370	39	14	chain	chain	NOUN
futech-370	39	15	integration	integration	NOUN
futech-370	39	16	:	:	PUNCT
futech-370	39	17	the	the	DET
futech-370	39	18	balance	balance	NOUN
futech-370	39	19	between	between	ADP
futech-370	39	20	utilizing	utilize	VERB
futech-370	39	21	information	information	NOUN
futech-370	39	22	for	for	ADP
futech-370	39	23	collective	collective	ADJ
futech-370	39	24	benefit	benefit	NOUN
futech-370	39	25	and	and	CCONJ
futech-370	39	26	safeguarding	safeguard	VERB
futech-370	39	27	proprietary	proprietary	ADJ
futech-370	39	28	data	datum	NOUN
futech-370	39	29	and	and	CCONJ
futech-370	39	30	other	other	ADJ
futech-370	39	31	competitive	competitive	ADJ
futech-370	39	32	intelligence	intelligence	NOUN
futech-370	40	1	[	[	X
futech-370	40	2	16	16	NUM
futech-370	40	3	]	]	PUNCT
futech-370	40	4	.	.	PUNCT
futech-370	41	1	despite	despite	SCONJ
futech-370	41	2	the	the	DET
futech-370	41	3	encouraging	encouraging	ADJ
futech-370	41	4	advances	advance	NOUN
futech-370	41	5	in	in	ADP
futech-370	41	6	individual	individual	ADJ
futech-370	41	7	technologies	technology	NOUN
futech-370	41	8	,	,	PUNCT
futech-370	41	9	comprehensive	comprehensive	ADJ
futech-370	41	10	,	,	PUNCT
futech-370	41	11	integrated	integrate	VERB
futech-370	41	12	approaches	approach	NOUN
futech-370	41	13	that	that	PRON
futech-370	41	14	specifically	specifically	ADV
futech-370	41	15	focus	focus	VERB
futech-370	41	16	on	on	ADP
futech-370	41	17	mitigating	mitigate	VERB
futech-370	41	18	data	datum	NOUN
futech-370	41	19	silos	silo	NOUN
futech-370	41	20	across	across	ADP
futech-370	41	21	multi	multi	ADJ
futech-370	41	22	-	-	ADJ
futech-370	41	23	tier	tier	ADJ
futech-370	41	24	supplier	supplier	NOUN
futech-370	41	25	systems	system	NOUN
futech-370	41	26	still	still	ADV
futech-370	41	27	pose	pose	VERB
futech-370	41	28	significant	significant	ADJ
futech-370	41	29	research	research	NOUN
futech-370	41	30	challenges	challenge	NOUN
futech-370	41	31	.	.	PUNCT
futech-370	42	1	current	current	ADJ
futech-370	42	2	approaches	approach	NOUN
futech-370	42	3	still	still	ADV
futech-370	42	4	tend	tend	VERB
futech-370	42	5	to	to	PART
futech-370	42	6	cater	cater	VERB
futech-370	42	7	to	to	ADP
futech-370	42	8	either	either	CCONJ
futech-370	42	9	unilateral	unilateral	ADJ
futech-370	42	10	interactions	interaction	NOUN
futech-370	42	11	or	or	CCONJ
futech-370	42	12	isolated	isolated	ADJ
futech-370	42	13	patches	patch	NOUN
futech-370	42	14	of	of	ADP
futech-370	42	15	technological	technological	ADJ
futech-370	42	16	solutions	solution	NOUN
futech-370	42	17	without	without	ADP
futech-370	42	18	factoring	factor	VERB
futech-370	42	19	in	in	ADP
futech-370	42	20	the	the	DET
futech-370	42	21	entire	entire	ADJ
futech-370	42	22	socio	socio	NOUN
futech-370	42	23	-	-	PUNCT
futech-370	42	24	technical	technical	ADJ
futech-370	42	25	ecosystem	ecosystem	NOUN
futech-370	42	26	necessary	necessary	ADJ
futech-370	42	27	for	for	ADP
futech-370	42	28	seamless	seamless	ADJ
futech-370	42	29	integration	integration	NOUN
futech-370	42	30	.	.	PUNCT
futech-370	43	1	many	many	ADJ
futech-370	43	2	frameworks	framework	NOUN
futech-370	43	3	fall	fall	VERB
futech-370	43	4	short	short	ADV
futech-370	43	5	of	of	ADP
futech-370	43	6	providing	provide	VERB
futech-370	43	7	adequate	adequate	ADJ
futech-370	43	8	provisions	provision	NOUN
futech-370	43	9	for	for	ADP
futech-370	43	10	the	the	DET
futech-370	43	11	creation	creation	NOUN
futech-370	43	12	and	and	CCONJ
futech-370	43	13	maintenance	maintenance	NOUN
futech-370	43	14	of	of	ADP
futech-370	43	15	trust	trust	NOUN
futech-370	43	16	across	across	ADP
futech-370	43	17	organizational	organizational	ADJ
futech-370	43	18	boundaries	boundary	NOUN
futech-370	43	19	,	,	PUNCT
futech-370	43	20	especially	especially	ADV
futech-370	43	21	in	in	ADP
futech-370	43	22	the	the	DET
futech-370	43	23	presence	presence	NOUN
futech-370	43	24	of	of	ADP
futech-370	43	25	a	a	DET
futech-370	43	26	large	large	ADJ
futech-370	43	27	,	,	PUNCT
futech-370	43	28	diverse	diverse	ADJ
futech-370	43	29	coalition	coalition	NOUN
futech-370	43	30	of	of	ADP
futech-370	43	31	stakeholders	stakeholder	NOUN
futech-370	43	32	with	with	ADP
futech-370	43	33	different	different	ADJ
futech-370	43	34	motivations	motivation	NOUN
futech-370	43	35	[	[	X
futech-370	43	36	17	17	NUM
futech-370	43	37	]	]	PUNCT
futech-370	43	38	.	.	PUNCT
futech-370	44	1	the	the	DET
futech-370	44	2	bounds	bound	NOUN
futech-370	44	3	of	of	ADP
futech-370	44	4	supply	supply	NOUN
futech-370	44	5	chain	chain	NOUN
futech-370	44	6	settings	setting	NOUN
futech-370	44	7	have	have	VERB
futech-370	44	8	yet	yet	ADV
futech-370	44	9	to	to	PART
futech-370	44	10	be	be	AUX
futech-370	44	11	transcended	transcend	VERB
futech-370	44	12	with	with	ADP
futech-370	44	13	regard	regard	NOUN
futech-370	44	14	to	to	ADP
futech-370	44	15	examining	examine	VERB
futech-370	44	16	what	what	PRON
futech-370	44	17	is	be	AUX
futech-370	44	18	termed	term	VERB
futech-370	44	19	“	"	PUNCT
futech-370	44	20	algorithmic	algorithmic	ADJ
futech-370	44	21	trust	trust	NOUN
futech-370	44	22	mechanisms	mechanism	NOUN
futech-370	44	23	”	"	PUNCT
futech-370	44	24	where	where	SCONJ
futech-370	44	25	interpersonal	interpersonal	ADJ
futech-370	44	26	relationships	relationship	NOUN
futech-370	44	27	are	be	AUX
futech-370	44	28	replaced	replace	VERB
futech-370	44	29	with	with	ADP
futech-370	44	30	technical	technical	ADJ
futech-370	44	31	protocols	protocol	NOUN
futech-370	44	32	governing	govern	VERB
futech-370	44	33	confidence	confidence	NOUN
futech-370	44	34	in	in	ADP
futech-370	44	35	exchanged	exchange	VERB
futech-370	44	36	data	datum	NOUN
futech-370	44	37	.	.	PUNCT
futech-370	45	1	additionally	additionally	ADV
futech-370	45	2	,	,	PUNCT
futech-370	45	3	there	there	PRON
futech-370	45	4	is	be	VERB
futech-370	45	5	a	a	DET
futech-370	45	6	shortage	shortage	NOUN
futech-370	45	7	of	of	ADP
futech-370	45	8	research	research	NOUN
futech-370	45	9	performing	perform	VERB
futech-370	45	10	empirical	empirical	ADJ
futech-370	45	11	analysis	analysis	NOUN
futech-370	45	12	on	on	ADP
futech-370	45	13	the	the	DET
futech-370	45	14	implementation	implementation	NOUN
futech-370	45	15	of	of	ADP
futech-370	45	16	multi	multi	ADJ
futech-370	45	17	-	-	ADJ
futech-370	45	18	tier	tier	ADJ
futech-370	45	19	supply	supply	NOUN
futech-370	45	20	chains	chain	NOUN
futech-370	45	21	through	through	ADP
futech-370	45	22	blockchain	blockchain	PROPN
futech-370	45	23	technology	technology	PROPN
futech-370	45	24	and	and	CCONJ
futech-370	45	25	federated	federated	ADJ
futech-370	45	26	learning	learning	NOUN
futech-370	45	27	[	[	X
futech-370	45	28	18	18	NUM
futech-370	45	29	]	]	PUNCT
futech-370	45	30	.	.	PUNCT
futech-370	46	1	to	to	PART
futech-370	46	2	address	address	VERB
futech-370	46	3	these	these	DET
futech-370	46	4	challenges	challenge	NOUN
futech-370	46	5	,	,	PUNCT
futech-370	46	6	this	this	DET
futech-370	46	7	research	research	NOUN
futech-370	46	8	investigates	investigate	VERB
futech-370	46	9	the	the	DET
futech-370	46	10	formation	formation	NOUN
futech-370	46	11	mechanisms	mechanism	NOUN
futech-370	46	12	and	and	CCONJ
futech-370	46	13	manifestation	manifestation	NOUN
futech-370	46	14	patterns	pattern	NOUN
futech-370	46	15	of	of	ADP
futech-370	46	16	data	datum	NOUN
futech-370	46	17	silos	silo	NOUN
futech-370	46	18	across	across	ADP
futech-370	46	19	multi	multi	ADJ
futech-370	46	20	-	-	ADJ
futech-370	46	21	tier	tier	ADJ
futech-370	46	22	manufacturing	manufacturing	NOUN
futech-370	46	23	supply	supply	NOUN
futech-370	46	24	chains	chain	NOUN
futech-370	46	25	,	,	PUNCT
futech-370	46	26	examines	examine	VERB
futech-370	46	27	how	how	SCONJ
futech-370	46	28	hybrid	hybrid	ADJ
futech-370	46	29	blockchain	blockchain	NOUN
futech-370	46	30	-	-	PUNCT
futech-370	46	31	federated	federated	ADJ
futech-370	46	32	learning	learning	NOUN
futech-370	46	33	architectures	architecture	NOUN
futech-370	46	34	can	can	AUX
futech-370	46	35	enable	enable	VERB
futech-370	46	36	secure	secure	ADJ
futech-370	46	37	cross	cross	ADJ
futech-370	46	38	-	-	ADJ
futech-370	46	39	organizational	organizational	ADJ
futech-370	46	40	information	information	NOUN
futech-370	46	41	sharing	sharing	NOUN
futech-370	46	42	while	while	SCONJ
futech-370	46	43	preserving	preserve	VERB
futech-370	46	44	competitive	competitive	ADJ
futech-370	46	45	advantages	advantage	NOUN
futech-370	46	46	,	,	PUNCT
futech-370	46	47	and	and	CCONJ
futech-370	46	48	evaluates	evaluate	VERB
futech-370	46	49	the	the	DET
futech-370	46	50	measurable	measurable	ADJ
futech-370	46	51	performance	performance	NOUN
futech-370	46	52	improvements	improvement	NOUN
futech-370	46	53	achievable	achievable	ADJ
futech-370	46	54	through	through	ADP
futech-370	46	55	algorithmic	algorithmic	ADJ
futech-370	46	56	trust	trust	NOUN
futech-370	46	57	mechanisms	mechanism	NOUN
futech-370	46	58	compared	compare	VERB
futech-370	46	59	to	to	ADP
futech-370	46	60	traditional	traditional	ADJ
futech-370	46	61	integration	integration	NOUN
futech-370	46	62	approaches	approach	NOUN
futech-370	46	63	.	.	PUNCT
futech-370	47	1	this	this	DET
futech-370	47	2	research	research	NOUN
futech-370	47	3	contributes	contribute	VERB
futech-370	47	4	to	to	PART
futech-370	47	5	supply	supply	VERB
futech-370	47	6	chain	chain	NOUN
futech-370	47	7	digitalization	digitalization	NOUN
futech-370	47	8	theory	theory	NOUN
futech-370	47	9	by	by	ADP
futech-370	47	10	reconceptualizing	reconceptualize	VERB
futech-370	47	11	trust	trust	NOUN
futech-370	47	12	as	as	ADP
futech-370	47	13	an	an	DET
futech-370	47	14	algorithmically	algorithmically	ADV
futech-370	47	15	-	-	PUNCT
futech-370	47	16	mediated	mediate	VERB
futech-370	47	17	construct	construct	NOUN
futech-370	47	18	,	,	PUNCT
futech-370	47	19	establishing	establish	VERB
futech-370	47	20	a	a	DET
futech-370	47	21	"	"	PUNCT
futech-370	47	22	selective	selective	ADJ
futech-370	47	23	transparency	transparency	NOUN
futech-370	47	24	"	"	PUNCT
futech-370	47	25	framework	framework	NOUN
futech-370	47	26	,	,	PUNCT
futech-370	47	27	and	and	CCONJ
futech-370	47	28	demonstrating	demonstrate	VERB
futech-370	47	29	that	that	PRON
futech-370	47	30	distributed	distribute	VERB
futech-370	47	31	intelligence	intelligence	NOUN
futech-370	47	32	architectures	architecture	NOUN
futech-370	47	33	achieve	achieve	VERB
futech-370	47	34	superior	superior	ADJ
futech-370	47	35	integration	integration	NOUN
futech-370	47	36	without	without	ADP
futech-370	47	37	centralized	centralized	ADJ
futech-370	47	38	data	datum	NOUN
futech-370	47	39	consolidation	consolidation	NOUN
futech-370	47	40	.	.	PUNCT
futech-370	48	1	practically	practically	ADV
futech-370	48	2	,	,	PUNCT
futech-370	48	3	it	it	PRON
futech-370	48	4	provides	provide	VERB
futech-370	48	5	organizations	organization	NOUN
futech-370	48	6	with	with	ADP
futech-370	48	7	an	an	DET
futech-370	48	8	empirically	empirically	ADV
futech-370	48	9	validated	validate	VERB
futech-370	48	10	framework	framework	NOUN
futech-370	48	11	for	for	ADP
futech-370	48	12	enhanced	enhanced	ADJ
futech-370	48	13	information	information	NOUN
futech-370	48	14	sharing	sharing	NOUN
futech-370	48	15	and	and	CCONJ
futech-370	48	16	operational	operational	ADJ
futech-370	48	17	resilience	resilience	NOUN
futech-370	48	18	,	,	PUNCT
futech-370	48	19	challenging	challenge	VERB
futech-370	48	20	the	the	DET
futech-370	48	21	assumption	assumption	NOUN
futech-370	48	22	that	that	SCONJ
futech-370	48	23	effective	effective	ADJ
futech-370	48	24	integration	integration	NOUN
futech-370	48	25	requires	require	VERB
futech-370	48	26	centralized	centralized	ADJ
futech-370	48	27	data	datum	NOUN
futech-370	48	28	aggregation	aggregation	NOUN
futech-370	48	29	.	.	PUNCT
futech-370	49	1	2	2	X
futech-370	49	2	.	.	X
futech-370	49	3	data	datum	NOUN
futech-370	49	4	and	and	CCONJ
futech-370	49	5	methodology	methodology	NOUN
futech-370	49	6	2.1	2.1	NUM
futech-370	49	7	research	research	NOUN
futech-370	49	8	design	design	NOUN
futech-370	49	9	and	and	CCONJ
futech-370	49	10	data	datum	NOUN
futech-370	49	11	collection	collection	NOUN
futech-370	49	12	this	this	DET
futech-370	49	13	study	study	NOUN
futech-370	49	14	employs	employ	VERB
futech-370	49	15	a	a	DET
futech-370	49	16	mixed	mixed	ADJ
futech-370	49	17	-	-	PUNCT
futech-370	49	18	methods	method	NOUN
futech-370	49	19	approach	approach	NOUN
futech-370	49	20	integrating	integrate	VERB
futech-370	49	21	quantitative	quantitative	ADJ
futech-370	49	22	network	network	NOUN
futech-370	49	23	analysis	analysis	NOUN
futech-370	49	24	and	and	CCONJ
futech-370	49	25	qualitative	qualitative	NOUN
futech-370	49	26	case	case	NOUN
futech-370	49	27	studies	study	NOUN
futech-370	49	28	to	to	PART
futech-370	49	29	examine	examine	VERB
futech-370	49	30	data	datum	NOUN
futech-370	49	31	silos	silo	NOUN
futech-370	49	32	and	and	CCONJ
futech-370	49	33	intelligent	intelligent	ADJ
futech-370	49	34	collaborative	collaborative	ADJ
futech-370	49	35	trust	trust	NOUN
futech-370	49	36	mechanisms	mechanism	NOUN
futech-370	49	37	in	in	ADP
futech-370	49	38	multi	multi	ADJ
futech-370	49	39	-	-	ADJ
futech-370	49	40	tier	tier	ADJ
futech-370	49	41	supply	supply	NOUN
futech-370	49	42	chains	chain	NOUN
futech-370	49	43	[	[	X
futech-370	49	44	19	19	NUM
futech-370	49	45	]	]	PUNCT
futech-370	49	46	.	.	PUNCT
futech-370	50	1	the	the	DET
futech-370	50	2	research	research	NOUN
futech-370	50	3	comprised	comprise	VERB
futech-370	50	4	three	three	NUM
futech-370	50	5	successive	successive	ADJ
futech-370	50	6	stages	stage	NOUN
futech-370	50	7	:	:	PUNCT
futech-370	50	8	data	datum	NOUN
futech-370	50	9	collection	collection	NOUN
futech-370	50	10	from	from	ADP
futech-370	50	11	chinese	chinese	ADJ
futech-370	50	12	manufacturing	manufacturing	NOUN
futech-370	50	13	firms	firm	NOUN
futech-370	50	14	,	,	PUNCT
futech-370	50	15	network	network	NOUN
futech-370	50	16	analysis	analysis	NOUN
futech-370	50	17	of	of	ADP
futech-370	50	18	information	information	NOUN
futech-370	50	19	sharing	sharing	NOUN
futech-370	50	20	behavior	behavior	NOUN
futech-370	50	21	,	,	PUNCT
futech-370	50	22	and	and	CCONJ
futech-370	50	23	architectural	architectural	ADJ
futech-370	50	24	framework	framework	NOUN
futech-370	50	25	development	development	NOUN
futech-370	50	26	.	.	PUNCT
futech-370	51	1	the	the	DET
futech-370	51	2	selection	selection	NOUN
futech-370	51	3	of	of	ADP
futech-370	51	4	47	47	NUM
futech-370	51	5	manufacturing	manufacturing	NOUN
futech-370	51	6	organizations	organization	NOUN
futech-370	51	7	followed	follow	VERB
futech-370	51	8	a	a	DET
futech-370	51	9	stratified	stratified	ADJ
futech-370	51	10	purposive	purposive	ADJ
futech-370	51	11	sampling	sampling	NOUN
futech-370	51	12	approach	approach	NOUN
futech-370	51	13	.	.	PUNCT
futech-370	52	1	organizations	organization	NOUN
futech-370	52	2	were	be	AUX
futech-370	52	3	selected	select	VERB
futech-370	52	4	from	from	ADP
futech-370	52	5	china	china	PROPN
futech-370	52	6	's	's	PART
futech-370	52	7	manufacturing	manufacturing	NOUN
futech-370	52	8	enterprise	enterprise	NOUN
futech-370	52	9	database	database	NOUN
futech-370	52	10	based	base	VERB
futech-370	52	11	on	on	ADP
futech-370	52	12	specific	specific	ADJ
futech-370	52	13	inclusion	inclusion	NOUN
futech-370	52	14	criteria	criterion	NOUN
futech-370	52	15	,	,	PUNCT
futech-370	52	16	including	include	VERB
futech-370	52	17	annual	annual	ADJ
futech-370	52	18	revenue	revenue	NOUN
futech-370	52	19	exceeding	exceed	VERB
futech-370	52	20	50	50	NUM
futech-370	52	21	million	million	NUM
futech-370	52	22	rmb	rmb	NOUN
futech-370	52	23	,	,	PUNCT
futech-370	52	24	involvement	involvement	NOUN
futech-370	52	25	in	in	ADP
futech-370	52	26	multi	multi	ADJ
futech-370	52	27	-	-	ADJ
futech-370	52	28	tier	tier	ADJ
futech-370	52	29	supply	supply	NOUN
futech-370	52	30	chains	chain	NOUN
futech-370	52	31	with	with	ADP
futech-370	52	32	at	at	ADV
futech-370	52	33	least	least	ADV
futech-370	52	34	three	three	NUM
futech-370	52	35	supplier	supplier	NOUN
futech-370	52	36	tiers	tier	NOUN
futech-370	52	37	,	,	PUNCT
futech-370	52	38	established	establish	VERB
futech-370	52	39	digital	digital	ADJ
futech-370	52	40	information	information	NOUN
futech-370	52	41	systems	system	NOUN
futech-370	52	42	,	,	PUNCT
futech-370	52	43	and	and	CCONJ
futech-370	52	44	willingness	willingness	NOUN
futech-370	52	45	to	to	PART
futech-370	52	46	participate	participate	VERB
futech-370	52	47	in	in	ADP
futech-370	52	48	data	datum	NOUN
futech-370	52	49	sharing	share	VERB
futech-370	52	50	research	research	NOUN
futech-370	52	51	.	.	PUNCT
futech-370	53	1	stratified	stratified	ADJ
futech-370	53	2	sampling	sample	VERB
futech-370	53	3	ensured	ensure	VERB
futech-370	53	4	proportional	proportional	ADJ
futech-370	53	5	representation	representation	NOUN
futech-370	53	6	across	across	ADP
futech-370	53	7	industry	industry	NOUN
futech-370	53	8	sectors	sector	NOUN
futech-370	53	9	and	and	CCONJ
futech-370	53	10	geographic	geographic	ADJ
futech-370	53	11	regions	region	NOUN
futech-370	53	12	.	.	PUNCT
futech-370	54	1	the	the	DET
futech-370	54	2	final	final	ADJ
futech-370	54	3	sample	sample	NOUN
futech-370	54	4	spans	span	VERB
futech-370	54	5	china	china	PROPN
futech-370	54	6	's	's	PART
futech-370	54	7	primary	primary	ADJ
futech-370	54	8	industrial	industrial	ADJ
futech-370	54	9	regions	region	NOUN
futech-370	54	10	—	—	PUNCT
futech-370	54	11	yangtze	yangtze	PROPN
futech-370	54	12	river	river	PROPN
futech-370	54	13	delta	delta	NOUN
futech-370	54	14	(	(	PUNCT
futech-370	54	15	38.3	38.3	NUM
futech-370	54	16	%	%	NOUN
futech-370	54	17	)	)	PUNCT
futech-370	54	18	,	,	PUNCT
futech-370	54	19	pearl	pearl	NOUN
futech-370	54	20	river	river	PROPN
futech-370	54	21	delta	delta	NOUN
futech-370	54	22	(	(	PUNCT
futech-370	54	23	25.5	25.5	NUM
futech-370	54	24	%	%	NOUN
futech-370	54	25	)	)	PUNCT
futech-370	54	26	,	,	PUNCT
futech-370	54	27	beijing	beijing	PROPN
futech-370	54	28	-	-	PUNCT
futech-370	54	29	tianjin	tianjin	PROPN
futech-370	54	30	-	-	PUNCT
futech-370	54	31	hebei	hebei	PROPN
futech-370	54	32	(	(	PUNCT
futech-370	54	33	21.3	21.3	NUM
futech-370	54	34	%	%	NOUN
futech-370	54	35	)	)	PUNCT
futech-370	54	36	,	,	PUNCT
futech-370	54	37	and	and	CCONJ
futech-370	54	38	other	other	ADJ
futech-370	54	39	centers	center	NOUN
futech-370	54	40	(	(	PUNCT
futech-370	54	41	14.9%)—ensuring	14.9%)—ensuring	NUM
futech-370	54	42	representation	representation	NOUN
futech-370	54	43	across	across	ADP
futech-370	54	44	varied	varied	ADJ
futech-370	54	45	industrial	industrial	ADJ
futech-370	54	46	clusters	cluster	NOUN
futech-370	54	47	while	while	SCONJ
futech-370	54	48	maintaining	maintain	VERB
futech-370	54	49	focus	focus	NOUN
futech-370	54	50	on	on	ADP
futech-370	54	51	regions	region	NOUN
futech-370	54	52	with	with	ADP
futech-370	54	53	significant	significant	ADJ
futech-370	54	54	multi	multi	ADJ
futech-370	54	55	-	-	ADJ
futech-370	54	56	tier	tier	ADJ
futech-370	54	57	supply	supply	NOUN
futech-370	54	58	chain	chain	NOUN
futech-370	54	59	complexity	complexity	NOUN
futech-370	55	1	[	[	X
futech-370	55	2	20	20	NUM
futech-370	55	3	]	]	PUNCT
futech-370	55	4	.	.	PUNCT
futech-370	56	1	the	the	DET
futech-370	56	2	sectoral	sectoral	ADJ
futech-370	56	3	distribution	distribution	NOUN
futech-370	56	4	closely	closely	ADV
futech-370	56	5	matches	match	VERB
futech-370	56	6	the	the	DET
futech-370	56	7	stratification	stratification	NOUN
futech-370	56	8	targets	target	NOUN
futech-370	56	9	,	,	PUNCT
futech-370	56	10	with	with	ADP
futech-370	56	11	the	the	DET
futech-370	56	12	following	follow	VERB
futech-370	56	13	breakdown	breakdown	NOUN
futech-370	56	14	:	:	PUNCT
futech-370	56	15	automotive	automotive	ADJ
futech-370	56	16	(	(	PUNCT
futech-370	56	17	23.4	23.4	NUM
futech-370	56	18	%	%	NOUN
futech-370	56	19	)	)	PUNCT
futech-370	56	20	,	,	PUNCT
futech-370	56	21	electronics	electronic	NOUN
futech-370	56	22	(	(	PUNCT
futech-370	56	23	19.1	19.1	NUM
futech-370	56	24	%	%	NOUN
futech-370	56	25	)	)	PUNCT
futech-370	56	26	,	,	PUNCT
futech-370	56	27	aerospace	aerospace	NOUN
futech-370	56	28	(	(	PUNCT
futech-370	56	29	17.0	17.0	NUM
futech-370	56	30	%	%	NOUN
futech-370	56	31	)	)	PUNCT
futech-370	56	32	,	,	PUNCT
futech-370	56	33	pharmaceuticals	pharmaceutical	NOUN
futech-370	56	34	(	(	PUNCT
futech-370	56	35	14.9	14.9	NUM
futech-370	56	36	%	%	NOUN
futech-370	56	37	)	)	PUNCT
futech-370	56	38	,	,	PUNCT
futech-370	56	39	food	food	NOUN
futech-370	56	40	and	and	CCONJ
futech-370	56	41	beverage	beverage	NOUN
futech-370	56	42	(	(	PUNCT
futech-370	56	43	12.8	12.8	NUM
futech-370	56	44	%	%	NOUN
futech-370	56	45	)	)	PUNCT
futech-370	56	46	,	,	PUNCT
futech-370	56	47	and	and	CCONJ
futech-370	56	48	other	other	ADJ
futech-370	56	49	manufacturing	manufacturing	NOUN
futech-370	56	50	(	(	PUNCT
futech-370	56	51	12.8	12.8	NUM
futech-370	56	52	%	%	NOUN
futech-370	56	53	)	)	PUNCT
futech-370	56	54	.	.	PUNCT
futech-370	57	1	the	the	DET
futech-370	57	2	sample	sample	NOUN
futech-370	57	3	encompasses	encompass	VERB
futech-370	57	4	organizations	organization	NOUN
futech-370	57	5	across	across	ADP
futech-370	57	6	different	different	ADJ
futech-370	57	7	supply	supply	NOUN
futech-370	57	8	chain	chain	NOUN
futech-370	57	9	positions	position	NOUN
futech-370	57	10	:	:	PUNCT
futech-370	57	11	15	15	NUM
futech-370	57	12	oems	oem	NOUN
futech-370	57	13	(	(	PUNCT
futech-370	57	14	31.9	31.9	NUM
futech-370	57	15	%	%	NOUN
futech-370	57	16	)	)	PUNCT
futech-370	57	17	,	,	PUNCT
futech-370	57	18	18	18	NUM
futech-370	57	19	tier-1	tier-1	NUM
futech-370	57	20	suppliers	supplier	NOUN
futech-370	57	21	(	(	PUNCT
futech-370	57	22	38.3	38.3	NUM
futech-370	57	23	%	%	NOUN
futech-370	57	24	)	)	PUNCT
futech-370	57	25	,	,	PUNCT
futech-370	57	26	and	and	CCONJ
futech-370	57	27	14	14	NUM
futech-370	57	28	tier-2	tier-2	NUM
futech-370	57	29	+	+	NUM
futech-370	57	30	suppliers	supplier	NOUN
futech-370	57	31	(	(	PUNCT
futech-370	57	32	29.8	29.8	NUM
futech-370	57	33	%	%	NOUN
futech-370	57	34	)	)	PUNCT
futech-370	57	35	,	,	PUNCT
futech-370	57	36	providing	provide	VERB
futech-370	57	37	comprehensive	comprehensive	ADJ
futech-370	57	38	coverage	coverage	NOUN
futech-370	57	39	of	of	ADP
futech-370	57	40	multi	multi	ADJ
futech-370	57	41	-	-	ADJ
futech-370	57	42	tier	tier	ADJ
futech-370	57	43	supply	supply	NOUN
futech-370	57	44	chain	chain	NOUN
futech-370	57	45	structures	structure	NOUN
futech-370	57	46	.	.	PUNCT
futech-370	58	1	data	datum	NOUN
futech-370	58	2	collection	collection	NOUN
futech-370	58	3	employed	employ	VERB
futech-370	58	4	complementary	complementary	ADJ
futech-370	58	5	methods	method	NOUN
futech-370	58	6	,	,	PUNCT
futech-370	58	7	including	include	VERB
futech-370	58	8	193	193	NUM
futech-370	58	9	structured	structured	ADJ
futech-370	58	10	surveys	survey	NOUN
futech-370	58	11	administered	administer	VERB
futech-370	58	12	to	to	PART
futech-370	58	13	supply	supply	VERB
futech-370	58	14	chain	chain	NOUN
futech-370	58	15	managers	manager	NOUN
futech-370	58	16	and	and	CCONJ
futech-370	58	17	it	it	PRON
futech-370	58	18	directors	director	NOUN
futech-370	58	19	,	,	PUNCT
futech-370	58	20	83	83	NUM
futech-370	58	21	semi	semi	ADJ
futech-370	58	22	-	-	ADJ
futech-370	58	23	structured	structured	ADJ
futech-370	58	24	interviews	interview	NOUN
futech-370	58	25	with	with	ADP
futech-370	58	26	key	key	ADJ
futech-370	58	27	personnel	personnel	NOUN
futech-370	58	28	,	,	PUNCT
futech-370	58	29	and	and	CCONJ
futech-370	58	30	system	system	NOUN
futech-370	58	31	log	log	VERB
futech-370	58	32	analysis	analysis	NOUN
futech-370	58	33	from	from	ADP
futech-370	58	34	27	27	NUM
futech-370	58	35	organizations	organization	NOUN
futech-370	58	36	where	where	SCONJ
futech-370	58	37	accessible	accessible	ADJ
futech-370	58	38	to	to	PART
futech-370	58	39	minimize	minimize	VERB
futech-370	58	40	self	self	NOUN
futech-370	58	41	-	-	PUNCT
futech-370	58	42	reporting	report	VERB
futech-370	58	43	bias	bias	NOUN
futech-370	58	44	[	[	X
futech-370	58	45	21	21	NUM
futech-370	58	46	]	]	PUNCT
futech-370	58	47	.	.	PUNCT
futech-370	59	1	table	table	NOUN
futech-370	59	2	1	1	NUM
futech-370	59	3	demonstrates	demonstrate	VERB
futech-370	59	4	representative	representative	ADJ
futech-370	59	5	coverage	coverage	NOUN
futech-370	59	6	with	with	ADP
futech-370	59	7	adequate	adequate	ADJ
futech-370	59	8	representation	representation	NOUN
futech-370	59	9	ratios	ratio	NOUN
futech-370	59	10	(	(	PUNCT
futech-370	59	11	0.87	0.87	NUM
futech-370	59	12	-	-	SYM
futech-370	59	13	1.07	1.07	NUM
futech-370	59	14	)	)	PUNCT
futech-370	59	15	across	across	ADP
futech-370	59	16	all	all	DET
futech-370	59	17	sectors	sector	NOUN
futech-370	59	18	and	and	CCONJ
futech-370	59	19	geographic	geographic	ADJ
futech-370	59	20	regions	region	NOUN
futech-370	59	21	.	.	PUNCT
futech-370	60	1	chi	chi	ADJ
futech-370	60	2	-	-	PUNCT
futech-370	60	3	square	square	NOUN
futech-370	60	4	goodness	goodness	NOUN
futech-370	60	5	-	-	PUNCT
futech-370	60	6	of	of	ADP
futech-370	60	7	-	-	PUNCT
futech-370	60	8	fit	fit	ADJ
futech-370	60	9	tests	test	NOUN
futech-370	60	10	confirm	confirm	VERB
futech-370	60	11	that	that	SCONJ
futech-370	60	12	the	the	DET
futech-370	60	13	sample	sample	NOUN
futech-370	60	14	distribution	distribution	NOUN
futech-370	60	15	does	do	AUX
futech-370	60	16	not	not	PART
futech-370	60	17	significantly	significantly	ADV
futech-370	60	18	differ	differ	VERB
futech-370	60	19	from	from	ADP
futech-370	60	20	target	target	NOUN
futech-370	60	21	stratification	stratification	NOUN
futech-370	60	22	(	(	PUNCT
futech-370	60	23	p	p	X
futech-370	60	24	>	>	X
futech-370	60	25	0.05	0.05	NUM
futech-370	60	26	)	)	PUNCT
futech-370	60	27	,	,	PUNCT
futech-370	60	28	and	and	CCONJ
futech-370	60	29	organizational	organizational	ADJ
futech-370	60	30	diversity	diversity	NOUN
futech-370	60	31	with	with	ADP
futech-370	60	32	revenue	revenue	NOUN
futech-370	60	33	ranges	range	VERB
futech-370	60	34	from	from	ADP
futech-370	60	35	52	52	NUM
futech-370	60	36	million	million	NUM
futech-370	60	37	to	to	ADP
futech-370	60	38	15.8	15.8	NUM
futech-370	60	39	billion	billion	NUM
futech-370	60	40	rmb	rmb	NOUN
futech-370	60	41	.	.	PUNCT
futech-370	61	1	2.2	2.2	NUM
futech-370	61	2	multi	multi	ADJ
futech-370	61	3	-	-	ADJ
futech-370	61	4	tier	tier	ADJ
futech-370	61	5	supply	supply	NOUN
futech-370	61	6	chain	chain	NOUN
futech-370	61	7	analysis	analysis	NOUN
futech-370	61	8	method	method	NOUN
futech-370	61	9	the	the	DET
futech-370	61	10	study	study	NOUN
futech-370	61	11	utilizes	utilize	VERB
futech-370	61	12	a	a	DET
futech-370	61	13	network	network	NOUN
futech-370	61	14	-	-	PUNCT
futech-370	61	15	based	base	VERB
futech-370	61	16	approach	approach	NOUN
futech-370	61	17	to	to	PART
futech-370	61	18	track	track	VERB
futech-370	61	19	information	information	NOUN
futech-370	61	20	flow	flow	NOUN
futech-370	61	21	and	and	CCONJ
futech-370	61	22	detect	detect	VERB
futech-370	61	23	data	data	NOUN
futech-370	61	24	silos	silo	NOUN
futech-370	61	25	in	in	ADP
futech-370	61	26	multi	multi	ADJ
futech-370	61	27	-	-	ADJ
futech-370	61	28	tier	tier	ADJ
futech-370	61	29	supply	supply	NOUN
futech-370	61	30	chains	chain	NOUN
futech-370	61	31	.	.	PUNCT
futech-370	62	1	the	the	DET
futech-370	62	2	supply	supply	NOUN
futech-370	62	3	chain	chain	NOUN
futech-370	62	4	is	be	AUX
futech-370	62	5	modeled	model	VERB
futech-370	62	6	as	as	ADP
futech-370	62	7	a	a	DET
futech-370	62	8	directed	direct	VERB
futech-370	62	9	graph	graph	NOUN
futech-370	62	10	g	g	PROPN
futech-370	62	11	=	=	SYM
futech-370	62	12	(	(	PUNCT
futech-370	62	13	v	v	NOUN
futech-370	62	14	,	,	PUNCT
futech-370	62	15	e	e	NOUN
futech-370	62	16	)	)	PUNCT
futech-370	62	17	,	,	PUNCT
futech-370	62	18	where	where	SCONJ
futech-370	62	19	v	v	NOUN
futech-370	62	20	represents	represent	VERB
futech-370	62	21	organizations	organization	NOUN
futech-370	62	22	and	and	CCONJ
futech-370	62	23	e	e	NOUN
futech-370	62	24	represents	represent	VERB
futech-370	62	25	information	information	NOUN
futech-370	62	26	exchange	exchange	NOUN
futech-370	62	27	relationships	relationship	NOUN
futech-370	62	28	[	[	X
futech-370	62	29	22	22	NUM
futech-370	62	30	]	]	PUNCT
futech-370	62	31	.	.	PUNCT
futech-370	63	1	each	each	DET
futech-370	63	2	edge	edge	NOUN
futech-370	63	3	encompasses	encompass	VERB
futech-370	63	4	attributes	attribute	NOUN
futech-370	63	5	such	such	ADJ
futech-370	63	6	as	as	ADP
futech-370	63	7	frequency	frequency	NOUN
futech-370	63	8	,	,	PUNCT
futech-370	63	9	completeness	completeness	NOUN
futech-370	63	10	,	,	PUNCT
futech-370	63	11	timeliness	timeliness	NOUN
futech-370	63	12	,	,	PUNCT
futech-370	63	13	and	and	CCONJ
futech-370	63	14	quality	quality	NOUN
futech-370	63	15	of	of	ADP
futech-370	63	16	information	information	NOUN
futech-370	63	17	flow	flow	NOUN
futech-370	63	18	,	,	PUNCT
futech-370	63	19	enabling	enable	VERB
futech-370	63	20	sophisticated	sophisticated	ADJ
futech-370	63	21	graph	graph	NOUN
futech-370	63	22	analysis	analysis	NOUN
futech-370	63	23	to	to	PART
futech-370	63	24	identify	identify	VERB
futech-370	63	25	structures	structure	NOUN
futech-370	63	26	that	that	PRON
futech-370	63	27	cause	cause	VERB
futech-370	63	28	information	information	NOUN
futech-370	63	29	fragmentation	fragmentation	NOUN
futech-370	63	30	across	across	ADP
futech-370	63	31	organizational	organizational	ADJ
futech-370	63	32	boundaries	boundary	NOUN
futech-370	63	33	.	.	PUNCT
futech-370	64	1	the	the	DET
futech-370	64	2	data	data	NOUN
futech-370	64	3	silos	silo	NOUN
futech-370	64	4	detection	detection	NOUN
futech-370	64	5	within	within	ADP
futech-370	64	6	the	the	DET
futech-370	64	7	network	network	NOUN
futech-370	64	8	is	be	AUX
futech-370	64	9	achieved	achieve	VERB
futech-370	64	10	using	use	VERB
futech-370	64	11	modularity	modularity	NOUN
futech-370	64	12	optimization	optimization	NOUN
futech-370	64	13	algorithm	algorithm	NOUN
futech-370	64	14	which	which	PRON
futech-370	64	15	identifies	identify	VERB
futech-370	64	16	groups	group	NOUN
futech-370	64	17	with	with	ADP
futech-370	64	18	dense	dense	ADJ
futech-370	64	19	interconnectivity	interconnectivity	NOUN
futech-370	64	20	and	and	CCONJ
futech-370	64	21	sparse	sparse	ADJ
futech-370	64	22	connections	connection	NOUN
futech-370	64	23	to	to	ADP
futech-370	64	24	other	other	ADJ
futech-370	64	25	groups	group	NOUN
futech-370	64	26	.	.	PUNCT
futech-370	65	1	q.	q.	PROPN
futech-370	65	2	ma	ma	PROPN
futech-370	65	3	&	&	CCONJ
futech-370	65	4	d.	d.	PROPN
futech-370	65	5	wu	wu	PROPN
futech-370	65	6	/future	/future	PUNCT
futech-370	65	7	technology	technology	PROPN
futech-370	65	8	august	august	PROPN
futech-370	65	9	2025|	2025|	NUM
futech-370	65	10	volume	volume	NOUN
futech-370	65	11	04	04	NUM
futech-370	66	1	|	|	NOUN
futech-370	66	2	issue	issue	NOUN
futech-370	66	3	03	03	NUM
futech-370	67	1	|	|	ADV
futech-370	67	2	pages	page	NOUN
futech-370	67	3	54	54	NUM
futech-370	67	4	-	-	SYM
futech-370	67	5	66	66	NUM
futech-370	67	6	56	56	NUM
futech-370	67	7	table	table	NOUN
futech-370	67	8	1	1	NUM
futech-370	67	9	.	.	PUNCT
futech-370	67	10	sample	sample	NOUN
futech-370	67	11	characteristics	characteristic	NOUN
futech-370	67	12	and	and	CCONJ
futech-370	67	13	representativeness	representativenes	VERB
futech-370	67	14	analysis	analysis	NOUN
futech-370	67	15	of	of	ADP
futech-370	67	16	47	47	NUM
futech-370	67	17	manufacturing	manufacturing	NOUN
futech-370	67	18	organizations	organization	NOUN
futech-370	67	19	industry	industry	NOUN
futech-370	67	20	sector	sector	NOUN
futech-370	67	21	number	number	NOUN
futech-370	67	22	of	of	ADP
futech-370	67	23	organizations	organization	NOUN
futech-370	67	24	geographic	geographic	ADJ
futech-370	67	25	distribution	distribution	NOUN
futech-370	67	26	supply	supply	NOUN
futech-370	67	27	chain	chain	NOUN
futech-370	67	28	position	position	NOUN
futech-370	67	29	data	datum	NOUN
futech-370	67	30	collection	collection	NOUN
futech-370	67	31	methods	method	NOUN
futech-370	67	32	automotive	automotive	ADJ
futech-370	67	33	11	11	NUM
futech-370	67	34	(	(	PUNCT
futech-370	67	35	23.4	23.4	NUM
futech-370	67	36	%	%	NOUN
futech-370	67	37	)	)	PUNCT
futech-370	68	1	yangtze	yangtze	PROPN
futech-370	68	2	delta	delta	PROPN
futech-370	68	3	:	:	PUNCT
futech-370	68	4	5	5	NUM
futech-370	68	5	pearl	pearl	NOUN
futech-370	68	6	delta	delta	NOUN
futech-370	68	7	:	:	PUNCT
futech-370	68	8	3	3	NUM
futech-370	68	9	beijingtianjinhebei	beijingtianjinhebei	NOUN
futech-370	68	10	:	:	PUNCT
futech-370	68	11	2	2	NUM
futech-370	68	12	other	other	ADJ
futech-370	68	13	:	:	PUNCT
futech-370	68	14	1	1	NUM
futech-370	68	15	oem	oem	NOUN
futech-370	68	16	:	:	PUNCT
futech-370	68	17	4	4	NUM
futech-370	68	18	tier-1	tier-1	NUM
futech-370	68	19	:	:	PUNCT
futech-370	68	20	5	5	NUM
futech-370	68	21	tier-2	tier-2	NUM
futech-370	68	22	+	+	NOUN
futech-370	68	23	:	:	PUNCT
futech-370	68	24	2	2	NUM
futech-370	68	25	surveys	survey	NOUN
futech-370	68	26	:	:	PUNCT
futech-370	68	27	47	47	NUM
futech-370	68	28	interviews	interview	NOUN
futech-370	68	29	:	:	PUNCT
futech-370	68	30	27	27	NUM
futech-370	68	31	system	system	NOUN
futech-370	68	32	logs	log	NOUN
futech-370	68	33	:	:	PUNCT
futech-370	68	34	7	7	NUM
futech-370	68	35	electronics	electronic	NOUN
futech-370	68	36	9	9	NUM
futech-370	68	37	(	(	PUNCT
futech-370	68	38	19.1	19.1	NUM
futech-370	68	39	%	%	NOUN
futech-370	68	40	)	)	PUNCT
futech-370	68	41	yangtze	yangtze	PROPN
futech-370	68	42	delta	delta	NOUN
futech-370	68	43	:	:	PUNCT
futech-370	68	44	4	4	NUM
futech-370	68	45	pearl	pearl	NOUN
futech-370	68	46	delta	delta	NOUN
futech-370	68	47	:	:	PUNCT
futech-370	68	48	3	3	NUM
futech-370	68	49	beijingtianjinhebei	beijingtianjinhebei	NOUN
futech-370	68	50	:	:	PUNCT
futech-370	68	51	1	1	NUM
futech-370	68	52	other	other	ADJ
futech-370	68	53	:	:	PUNCT
futech-370	68	54	1	1	NUM
futech-370	68	55	oem	oem	NOUN
futech-370	68	56	:	:	PUNCT
futech-370	68	57	3	3	NUM
futech-370	68	58	tier-1	tier-1	NUM
futech-370	68	59	:	:	PUNCT
futech-370	68	60	4	4	NUM
futech-370	68	61	tier-2	tier-2	NUM
futech-370	68	62	+	+	NOUN
futech-370	68	63	:	:	PUNCT
futech-370	68	64	2	2	NUM
futech-370	68	65	surveys	survey	NOUN
futech-370	68	66	:	:	PUNCT
futech-370	68	67	38	38	NUM
futech-370	68	68	interviews	interview	NOUN
futech-370	68	69	:	:	PUNCT
futech-370	68	70	17	17	NUM
futech-370	68	71	system	system	NOUN
futech-370	68	72	logs	log	NOUN
futech-370	68	73	:	:	PUNCT
futech-370	68	74	6	6	NUM
futech-370	68	75	aerospace	aerospace	NOUN
futech-370	68	76	8	8	NUM
futech-370	68	77	(	(	PUNCT
futech-370	68	78	17.0	17.0	NUM
futech-370	68	79	%	%	NOUN
futech-370	68	80	)	)	PUNCT
futech-370	68	81	yangtze	yangtze	PROPN
futech-370	68	82	delta	delta	PROPN
futech-370	68	83	:	:	PUNCT
futech-370	68	84	3	3	NUM
futech-370	68	85	pearl	pearl	NOUN
futech-370	68	86	delta	delta	NOUN
futech-370	68	87	:	:	PUNCT
futech-370	68	88	1	1	NUM
futech-370	68	89	beijingtianjinhebei	beijingtianjinhebei	NOUN
futech-370	68	90	:	:	PUNCT
futech-370	68	91	3	3	NUM
futech-370	68	92	other	other	ADJ
futech-370	68	93	:	:	PUNCT
futech-370	68	94	1	1	NUM
futech-370	68	95	oem	oem	NOUN
futech-370	68	96	:	:	PUNCT
futech-370	68	97	2	2	NUM
futech-370	68	98	tier-1	tier-1	NUM
futech-370	68	99	:	:	PUNCT
futech-370	68	100	3	3	NUM
futech-370	68	101	tier-2	tier-2	NUM
futech-370	68	102	+	+	NOUN
futech-370	68	103	:	:	PUNCT
futech-370	68	104	3	3	NUM
futech-370	68	105	surveys	survey	NOUN
futech-370	68	106	:	:	PUNCT
futech-370	68	107	32	32	NUM
futech-370	68	108	interviews	interview	NOUN
futech-370	68	109	:	:	PUNCT
futech-370	68	110	14	14	NUM
futech-370	68	111	system	system	NOUN
futech-370	68	112	logs	log	NOUN
futech-370	68	113	:	:	PUNCT
futech-370	68	114	5	5	NUM
futech-370	68	115	pharmaceutica	pharmaceutica	NOUN
futech-370	68	116	l	l	NOUN
futech-370	68	117	7	7	NUM
futech-370	68	118	(	(	PUNCT
futech-370	68	119	14.9	14.9	NUM
futech-370	68	120	%	%	NOUN
futech-370	68	121	)	)	PUNCT
futech-370	68	122	yangtze	yangtze	PROPN
futech-370	68	123	delta	delta	PROPN
futech-370	68	124	:	:	PUNCT
futech-370	68	125	3	3	NUM
futech-370	68	126	pearl	pearl	NOUN
futech-370	68	127	delta	delta	NOUN
futech-370	68	128	:	:	PUNCT
futech-370	68	129	2	2	NUM
futech-370	68	130	beijingtianjinhebei	beijingtianjinhebei	NOUN
futech-370	68	131	:	:	PUNCT
futech-370	68	132	1	1	NUM
futech-370	68	133	other	other	ADJ
futech-370	68	134	:	:	PUNCT
futech-370	68	135	1	1	NUM
futech-370	68	136	oem	oem	NOUN
futech-370	68	137	:	:	PUNCT
futech-370	68	138	3	3	NUM
futech-370	68	139	tier-1	tier-1	NUM
futech-370	68	140	:	:	PUNCT
futech-370	68	141	2	2	NUM
futech-370	68	142	tier-2	tier-2	NUM
futech-370	68	143	+	+	NOUN
futech-370	68	144	:	:	PUNCT
futech-370	68	145	2	2	NUM
futech-370	68	146	surveys	survey	NOUN
futech-370	68	147	:	:	PUNCT
futech-370	68	148	28	28	NUM
futech-370	68	149	interviews	interview	NOUN
futech-370	68	150	:	:	PUNCT
futech-370	68	151	11	11	NUM
futech-370	68	152	system	system	NOUN
futech-370	68	153	logs	log	NOUN
futech-370	68	154	:	:	PUNCT
futech-370	68	155	4	4	NUM
futech-370	68	156	food	food	NOUN
futech-370	68	157	&	&	CCONJ
futech-370	68	158	beverage	beverage	NOUN
futech-370	68	159	6	6	NUM
futech-370	68	160	(	(	PUNCT
futech-370	68	161	12.8	12.8	NUM
futech-370	68	162	%	%	NOUN
futech-370	68	163	)	)	PUNCT
futech-370	68	164	yangtze	yangtze	PROPN
futech-370	68	165	delta	delta	NOUN
futech-370	68	166	:	:	PUNCT
futech-370	68	167	2	2	NUM
futech-370	68	168	pearl	pearl	NOUN
futech-370	68	169	delta	delta	NOUN
futech-370	68	170	:	:	PUNCT
futech-370	68	171	1	1	NUM
futech-370	68	172	beijingtianjinhebei	beijingtianjinhebei	NOUN
futech-370	68	173	:	:	PUNCT
futech-370	68	174	2	2	NUM
futech-370	68	175	other	other	ADJ
futech-370	68	176	:	:	PUNCT
futech-370	68	177	1	1	NUM
futech-370	68	178	oem	oem	NOUN
futech-370	68	179	:	:	PUNCT
futech-370	68	180	2	2	NUM
futech-370	68	181	tier-1	tier-1	NUM
futech-370	68	182	:	:	PUNCT
futech-370	68	183	2	2	NUM
futech-370	68	184	tier-2	tier-2	NUM
futech-370	68	185	+	+	NOUN
futech-370	68	186	:	:	PUNCT
futech-370	68	187	2	2	NUM
futech-370	68	188	surveys	survey	NOUN
futech-370	68	189	:	:	PUNCT
futech-370	68	190	24	24	NUM
futech-370	68	191	interviews	interview	NOUN
futech-370	68	192	:	:	PUNCT
futech-370	68	193	9	9	NUM
futech-370	68	194	system	system	NOUN
futech-370	68	195	logs	log	NOUN
futech-370	68	196	:	:	PUNCT
futech-370	68	197	3	3	NUM
futech-370	68	198	other	other	ADJ
futech-370	68	199	manufacturing	manufacture	VERB
futech-370	68	200	6	6	NUM
futech-370	68	201	(	(	PUNCT
futech-370	68	202	12.8	12.8	NUM
futech-370	68	203	%	%	NOUN
futech-370	68	204	)	)	PUNCT
futech-370	68	205	yangtze	yangtze	PROPN
futech-370	68	206	delta	delta	NOUN
futech-370	68	207	:	:	PUNCT
futech-370	68	208	1	1	NUM
futech-370	68	209	pearl	pearl	NOUN
futech-370	68	210	delta	delta	NOUN
futech-370	68	211	:	:	PUNCT
futech-370	68	212	2	2	NUM
futech-370	68	213	beijingtianjinhebei	beijingtianjinhebei	NOUN
futech-370	68	214	:	:	PUNCT
futech-370	68	215	1	1	NUM
futech-370	68	216	other	other	ADJ
futech-370	68	217	:	:	PUNCT
futech-370	68	218	2	2	NUM
futech-370	68	219	oem	oem	NOUN
futech-370	68	220	:	:	PUNCT
futech-370	68	221	1	1	NUM
futech-370	68	222	tier-1	tier-1	NUM
futech-370	68	223	:	:	PUNCT
futech-370	68	224	2	2	NUM
futech-370	68	225	tier-2	tier-2	NUM
futech-370	68	226	+	+	NOUN
futech-370	68	227	:	:	PUNCT
futech-370	68	228	3	3	NUM
futech-370	68	229	surveys	survey	NOUN
futech-370	68	230	:	:	PUNCT
futech-370	68	231	24	24	NUM
futech-370	68	232	interviews	interview	NOUN
futech-370	68	233	:	:	PUNCT
futech-370	68	234	5	5	NUM
futech-370	68	235	system	system	NOUN
futech-370	68	236	logs	log	NOUN
futech-370	68	237	:	:	PUNCT
futech-370	68	238	2	2	NUM
futech-370	68	239	total	total	NOUN
futech-370	68	240	47	47	NUM
futech-370	68	241	(	(	PUNCT
futech-370	68	242	100	100	NUM
futech-370	68	243	%	%	NOUN
futech-370	68	244	)	)	PUNCT
futech-370	69	1	yangtze	yangtze	PROPN
futech-370	69	2	delta	delta	PROPN
futech-370	69	3	:	:	PUNCT
futech-370	69	4	18	18	NUM
futech-370	69	5	(	(	PUNCT
futech-370	69	6	38.3	38.3	NUM
futech-370	69	7	%	%	NOUN
futech-370	69	8	)	)	PUNCT
futech-370	69	9	pearl	pearl	NOUN
futech-370	69	10	delta	delta	NOUN
futech-370	69	11	:	:	PUNCT
futech-370	69	12	12	12	NUM
futech-370	69	13	(	(	PUNCT
futech-370	69	14	25.5	25.5	NUM
futech-370	69	15	%	%	NOUN
futech-370	69	16	)	)	PUNCT
futech-370	69	17	beijingtianjinhebei	beijingtianjinhebei	NOUN
futech-370	69	18	:	:	PUNCT
futech-370	69	19	10	10	NUM
futech-370	69	20	(	(	PUNCT
futech-370	69	21	21.3	21.3	NUM
futech-370	69	22	%	%	NOUN
futech-370	69	23	)	)	PUNCT
futech-370	69	24	other	other	ADJ
futech-370	69	25	:	:	PUNCT
futech-370	69	26	7	7	NUM
futech-370	69	27	(	(	PUNCT
futech-370	69	28	14.9	14.9	NUM
futech-370	69	29	%	%	NOUN
futech-370	69	30	)	)	PUNCT
futech-370	69	31	oem	oem	NOUN
futech-370	69	32	:	:	PUNCT
futech-370	69	33	15	15	NUM
futech-370	69	34	(	(	PUNCT
futech-370	69	35	31.9	31.9	NUM
futech-370	69	36	%	%	NOUN
futech-370	69	37	)	)	PUNCT
futech-370	69	38	tier-1	tier-1	NUM
futech-370	69	39	:	:	SYM
futech-370	69	40	18	18	NUM
futech-370	69	41	(	(	PUNCT
futech-370	69	42	38.3	38.3	NUM
futech-370	69	43	%	%	NOUN
futech-370	69	44	)	)	PUNCT
futech-370	69	45	tier-2	tier-2	NUM
futech-370	69	46	+	+	NOUN
futech-370	69	47	:	:	PUNCT
futech-370	69	48	14	14	NUM
futech-370	69	49	(	(	PUNCT
futech-370	69	50	29.8	29.8	NUM
futech-370	69	51	%	%	NOUN
futech-370	69	52	)	)	PUNCT
futech-370	69	53	surveys	survey	NOUN
futech-370	69	54	:	:	PUNCT
futech-370	69	55	193	193	NUM
futech-370	69	56	interviews	interview	NOUN
futech-370	69	57	:	:	PUNCT
futech-370	69	58	83	83	NUM
futech-370	69	59	system	system	NOUN
futech-370	69	60	logs	log	NOUN
futech-370	69	61	:	:	PUNCT
futech-370	69	62	27	27	NUM
futech-370	69	63	the	the	DET
futech-370	69	64	modularity	modularity	NOUN
futech-370	69	65	score	score	NOUN
futech-370	69	66	q	q	PROPN
futech-370	69	67	,	,	PUNCT
futech-370	69	68	which	which	PRON
futech-370	69	69	measures	measure	VERB
futech-370	69	70	the	the	DET
futech-370	69	71	strength	strength	NOUN
futech-370	69	72	of	of	ADP
futech-370	69	73	community	community	NOUN
futech-370	69	74	division	division	NOUN
futech-370	69	75	,	,	PUNCT
futech-370	69	76	is	be	AUX
futech-370	69	77	given	give	VERB
futech-370	69	78	as	as	SCONJ
futech-370	69	79	follows	follow	VERB
futech-370	69	80	:	:	PUNCT
futech-370	69	81	,	,	PUNCT
futech-370	69	82	1	1	NUM
futech-370	69	83	(	(	PUNCT
futech-370	69	84	,	,	PUNCT
futech-370	69	85	)	)	PUNCT
futech-370	69	86	2	2	NUM
futech-370	69	87	2	2	NUM
futech-370	70	1	i	i	PRON
futech-370	70	2	j	j	NOUN
futech-370	71	1	ij	ij	INTJ
futech-370	72	1	i	i	INTJ
futech-370	72	2	j	j	PROPN
futech-370	73	1	i	i	PRON
futech-370	73	2	j	j	PROPN
futech-370	74	1	k	k	PROPN
futech-370	74	2	k	k	PROPN
futech-370	74	3	q	q	PUNCT
futech-370	75	1	a	a	DET
futech-370	75	2	c	c	NOUN
futech-370	75	3	c	c	NOUN
futech-370	75	4	m	m	VERB
futech-370	75	5	m	m	VERB
futech-370	75	6			NUM
futech-370	75	7			PROPN
futech-370	75	8			NOUN
futech-370	75	9	=	=	PUNCT
futech-370	75	10	−	−	X
futech-370	75	11			PROPN
futech-370	75	12			PROPN
futech-370	75	13			PROPN
futech-370	75	14			X
futech-370	75	15	(	(	PUNCT
futech-370	75	16	1	1	X
futech-370	75	17	)	)	PUNCT
futech-370	75	18	where	where	SCONJ
futech-370	75	19	aij	aij	PROPN
futech-370	75	20	represents	represent	VERB
futech-370	75	21	the	the	DET
futech-370	75	22	information	information	NOUN
futech-370	75	23	flow	flow	NOUN
futech-370	75	24	intensity	intensity	NOUN
futech-370	75	25	between	between	ADP
futech-370	75	26	organizations	organization	NOUN
futech-370	75	27	i	i	PRON
futech-370	75	28	and	and	CCONJ
futech-370	75	29	j	j	PROPN
futech-370	75	30	,	,	PUNCT
futech-370	75	31	ki	ki	PROPN
futech-370	75	32	and	and	CCONJ
futech-370	75	33	kj	kj	PROPN
futech-370	75	34	denote	denote	VERB
futech-370	75	35	the	the	DET
futech-370	75	36	total	total	ADJ
futech-370	75	37	information	information	NOUN
futech-370	75	38	flows	flow	VERB
futech-370	75	39	for	for	ADP
futech-370	75	40	organizations	organization	NOUN
futech-370	76	1	i	i	PRON
futech-370	76	2	and	and	CCONJ
futech-370	76	3	j	j	PROPN
futech-370	76	4	,	,	PUNCT
futech-370	76	5	respectively	respectively	ADV
futech-370	76	6	,	,	PUNCT
futech-370	76	7	m	m	VERB
futech-370	76	8	is	be	AUX
futech-370	76	9	the	the	DET
futech-370	76	10	sum	sum	NOUN
futech-370	76	11	of	of	ADP
futech-370	76	12	all	all	DET
futech-370	76	13	flow	flow	NOUN
futech-370	76	14	intensities	intensity	NOUN
futech-370	76	15	in	in	ADP
futech-370	76	16	the	the	DET
futech-370	76	17	network	network	NOUN
futech-370	76	18	,	,	PUNCT
futech-370	76	19	and	and	CCONJ
futech-370	76	20	𝛿(𝑐𝑖	𝛿(𝑐𝑖	NOUN
futech-370	76	21	,	,	PUNCT
futech-370	76	22	𝑐𝑗	𝑐𝑗	X
futech-370	76	23	)	)	PUNCT
futech-370	76	24	equals	equal	VERB
futech-370	76	25	1	1	NUM
futech-370	76	26	when	when	SCONJ
futech-370	76	27	organizations	organization	NOUN
futech-370	76	28	i	i	PRON
futech-370	76	29	and	and	CCONJ
futech-370	76	30	j	j	PROPN
futech-370	76	31	belong	belong	VERB
futech-370	76	32	to	to	ADP
futech-370	76	33	the	the	DET
futech-370	76	34	same	same	ADJ
futech-370	76	35	community	community	NOUN
futech-370	76	36	and	and	CCONJ
futech-370	76	37	0	0	NUM
futech-370	76	38	otherwise	otherwise	ADV
futech-370	76	39	.	.	PUNCT
futech-370	77	1	higher	high	ADJ
futech-370	77	2	q	q	NOUN
futech-370	77	3	values	value	NOUN
futech-370	77	4	indicate	indicate	VERB
futech-370	77	5	stronger	strong	ADJ
futech-370	77	6	data	datum	NOUN
futech-370	77	7	silo	silo	NOUN
futech-370	77	8	formations	formation	NOUN
futech-370	77	9	within	within	ADP
futech-370	77	10	the	the	DET
futech-370	77	11	supply	supply	NOUN
futech-370	77	12	chain	chain	NOUN
futech-370	77	13	network	network	NOUN
futech-370	77	14	[	[	X
futech-370	77	15	23	23	NUM
futech-370	77	16	]	]	PUNCT
futech-370	77	17	.	.	PUNCT
futech-370	78	1	to	to	PART
futech-370	78	2	address	address	VERB
futech-370	78	3	endogeneity	endogeneity	NOUN
futech-370	78	4	and	and	CCONJ
futech-370	78	5	confounding	confound	VERB
futech-370	78	6	variable	variable	ADJ
futech-370	78	7	effects	effect	NOUN
futech-370	78	8	,	,	PUNCT
futech-370	78	9	the	the	DET
futech-370	78	10	structural	structural	ADJ
futech-370	78	11	equation	equation	NOUN
futech-370	78	12	model	model	NOUN
futech-370	78	13	adopts	adopt	VERB
futech-370	78	14	a	a	DET
futech-370	78	15	causal	causal	ADJ
futech-370	78	16	inference	inference	NOUN
futech-370	78	17	framework	framework	NOUN
futech-370	78	18	using	use	VERB
futech-370	78	19	instrumental	instrumental	ADJ
futech-370	78	20	variables	variable	NOUN
futech-370	78	21	.	.	PUNCT
futech-370	79	1	industry	industry	NOUN
futech-370	79	2	concentration	concentration	NOUN
futech-370	79	3	ratios	ratio	NOUN
futech-370	79	4	and	and	CCONJ
futech-370	79	5	regulatory	regulatory	ADJ
futech-370	79	6	environment	environment	NOUN
futech-370	79	7	indices	index	NOUN
futech-370	79	8	serve	serve	VERB
futech-370	79	9	as	as	ADP
futech-370	79	10	instruments	instrument	NOUN
futech-370	79	11	for	for	ADP
futech-370	79	12	competitive	competitive	ADJ
futech-370	79	13	dynamics	dynamic	NOUN
futech-370	79	14	and	and	CCONJ
futech-370	79	15	power	power	NOUN
futech-370	79	16	balance	balance	NOUN
futech-370	79	17	,	,	PUNCT
futech-370	79	18	which	which	PRON
futech-370	79	19	may	may	AUX
futech-370	79	20	be	be	AUX
futech-370	79	21	simultaneously	simultaneously	ADV
futech-370	79	22	determined	determine	VERB
futech-370	79	23	with	with	ADP
futech-370	79	24	data	datum	NOUN
futech-370	79	25	silo	silo	NOUN
futech-370	79	26	formation	formation	NOUN
futech-370	79	27	.	.	PUNCT
futech-370	80	1	the	the	DET
futech-370	80	2	model	model	NOUN
futech-370	80	3	employs	employ	VERB
futech-370	80	4	two	two	NUM
futech-370	80	5	-	-	PUNCT
futech-370	80	6	stage	stage	NOUN
futech-370	80	7	estimation	estimation	NOUN
futech-370	80	8	:	:	PUNCT
futech-370	80	9	first	first	ADJ
futech-370	80	10	-	-	PUNCT
futech-370	80	11	stage	stage	NOUN
futech-370	80	12	regression	regression	NOUN
futech-370	80	13	estimates	estimate	VERB
futech-370	80	14	endogenous	endogenous	ADJ
futech-370	80	15	variables	variable	NOUN
futech-370	80	16	using	use	VERB
futech-370	80	17	instruments	instrument	NOUN
futech-370	80	18	,	,	PUNCT
futech-370	80	19	while	while	SCONJ
futech-370	80	20	second	second	ADJ
futech-370	80	21	-	-	PUNCT
futech-370	80	22	stage	stage	NOUN
futech-370	80	23	regression	regression	NOUN
futech-370	80	24	estimates	estimate	VERB
futech-370	80	25	causal	causal	ADJ
futech-370	80	26	effects	effect	NOUN
futech-370	80	27	on	on	ADP
futech-370	80	28	data	datum	NOUN
futech-370	80	29	silo	silo	NOUN
futech-370	80	30	intensity	intensity	NOUN
futech-370	80	31	.	.	PUNCT
futech-370	81	1	confounding	confound	VERB
futech-370	81	2	variable	variable	ADJ
futech-370	81	3	control	control	NOUN
futech-370	81	4	is	be	AUX
futech-370	81	5	achieved	achieve	VERB
futech-370	81	6	through	through	ADP
futech-370	81	7	the	the	DET
futech-370	81	8	inclusion	inclusion	NOUN
futech-370	81	9	of	of	ADP
futech-370	81	10	industry	industry	NOUN
futech-370	81	11	fixed	fix	VERB
futech-370	81	12	effects	effect	NOUN
futech-370	81	13	(	(	PUNCT
futech-370	81	14	𝛼𝑖	𝛼𝑖	NOUN
futech-370	81	15	)	)	PUNCT
futech-370	81	16	,	,	PUNCT
futech-370	81	17	temporal	temporal	ADJ
futech-370	81	18	controls	control	NOUN
futech-370	81	19	(	(	PUNCT
futech-370	81	20	𝛾𝑡	𝛾𝑡	INTJ
futech-370	81	21	)	)	PUNCT
futech-370	81	22	,	,	PUNCT
futech-370	81	23	and	and	CCONJ
futech-370	81	24	organizational	organizational	ADJ
futech-370	81	25	characteristic	characteristic	ADJ
futech-370	81	26	covariates	covariate	NOUN
futech-370	81	27	(	(	PUNCT
futech-370	81	28	zi	zi	PROPN
futech-370	81	29	,	,	PUNCT
futech-370	81	30	j	j	PROPN
futech-370	81	31	)	)	PUNCT
futech-370	81	32	,	,	PUNCT
futech-370	81	33	yielding	yield	VERB
futech-370	81	34	the	the	DET
futech-370	81	35	expanded	expand	VERB
futech-370	81	36	causal	causal	ADJ
futech-370	81	37	model	model	NOUN
futech-370	81	38	:	:	PUNCT
futech-370	81	39	,	,	PUNCT
futech-370	81	40	,	,	PUNCT
futech-370	81	41	0	0	NUM
futech-370	81	42	1	1	NUM
futech-370	81	43	,	,	PUNCT
futech-370	81	44	2	2	NUM
futech-370	81	45	3	3	NUM
futech-370	81	46	,	,	PUNCT
futech-370	81	47	4	4	NUM
futech-370	81	48	,	,	PUNCT
futech-370	81	49	,	,	PUNCT
futech-370	81	50	5	5	NUM
futech-370	81	51	,	,	PUNCT
futech-370	81	52	,	,	PUNCT
futech-370	81	53	i	i	PRON
futech-370	82	1	ji	ji	INTJ
futech-370	83	1	j	j	NOUN
futech-370	84	1	i	i	PRON
futech-370	84	2	j	j	VERB
futech-370	85	1	i	i	PRON
futech-370	85	2	j	j	VERB
futech-370	86	1	i	i	PRON
futech-370	86	2	j	j	VERB
futech-370	87	1	i	i	PRON
futech-370	87	2	j	j	VERB
futech-370	88	1	i	i	PRON
futech-370	88	2	t	t	VERB
futech-370	89	1	i	i	PRON
futech-370	89	2	j	j	PROPN
futech-370	90	1	i	i	PRON
futech-370	90	2	j	j	PROPN
futech-370	90	3	dsi	dsi	PROPN
futech-370	90	4	tc	tc	PROPN
futech-370	90	5	cd	cd	PROPN
futech-370	90	6	tl	tl	PROPN
futech-370	90	7	ds	ds	PROPN
futech-370	90	8	pb	pb	ADP
futech-370	90	9	z	z	PROPN
futech-370	90	10			PROPN
futech-370	90	11			PROPN
futech-370	90	12			PROPN
futech-370	90	13			PROPN
futech-370	90	14			PROPN
futech-370	90	15			PROPN
futech-370	90	16			NOUN
futech-370	90	17			ADP
futech-370	90	18			NUM
futech-370	90	19			NOUN
futech-370	90	20	=	=	PUNCT
futech-370	91	1	+	+	PUNCT
futech-370	92	1	+	+	PUNCT
futech-370	92	2	+	+	PUNCT
futech-370	92	3	+	+	PUNCT
futech-370	92	4	+	+	PUNCT
futech-370	92	5	+	+	PUNCT
futech-370	92	6	+	+	PUNCT
futech-370	92	7	+	+	PUNCT
futech-370	92	8	+	+	CCONJ
futech-370	92	9	(	(	PUNCT
futech-370	92	10	1	1	X
futech-370	92	11	)	)	PUNCT
futech-370	92	12	where	where	SCONJ
futech-370	92	13	,	,	PUNCT
futech-370	92	14	i	i	PRON
futech-370	92	15	jcd	jcd	VERB
futech-370	92	16	and	and	CCONJ
futech-370	92	17	,	,	PUNCT
futech-370	92	18	i	i	PRON
futech-370	92	19	jpb	jpb	PROPN
futech-370	92	20	represent	represent	VERB
futech-370	92	21	instrumented	instrumented	ADJ
futech-370	92	22	variables	variable	NOUN
futech-370	92	23	[	[	X
futech-370	92	24	24	24	NUM
futech-370	92	25	]	]	PUNCT
futech-370	92	26	.	.	PUNCT
futech-370	93	1	all	all	DET
futech-370	93	2	constructs	construct	NOUN
futech-370	93	3	are	be	AUX
futech-370	93	4	operationalized	operationalize	VERB
futech-370	93	5	using	use	VERB
futech-370	93	6	validated	validated	ADJ
futech-370	93	7	multiitem	multiitem	NOUN
futech-370	93	8	scales	scale	NOUN
futech-370	93	9	.	.	PUNCT
futech-370	94	1	technological	technological	ADJ
futech-370	94	2	compatibility	compatibility	NOUN
futech-370	94	3	measures	measure	NOUN
futech-370	94	4	system	system	NOUN
futech-370	94	5	interoperability	interoperability	NOUN
futech-370	94	6	and	and	CCONJ
futech-370	94	7	integration	integration	NOUN
futech-370	94	8	complexity	complexity	NOUN
futech-370	94	9	(	(	PUNCT
futech-370	94	10	composite	composite	ADJ
futech-370	94	11	reliability	reliability	NOUN
futech-370	94	12	=	=	NOUN
futech-370	94	13	0.91	0.91	NUM
futech-370	94	14	)	)	PUNCT
futech-370	94	15	.	.	PUNCT
futech-370	95	1	competitive	competitive	ADJ
futech-370	95	2	dynamics	dynamic	NOUN
futech-370	95	3	employs	employ	VERB
futech-370	95	4	porter	porter	NOUN
futech-370	95	5	's	's	PART
futech-370	95	6	framework	framework	NOUN
futech-370	95	7	,	,	PUNCT
futech-370	95	8	measuring	measure	VERB
futech-370	95	9	market	market	NOUN
futech-370	95	10	rivalry	rivalry	NOUN
futech-370	95	11	and	and	CCONJ
futech-370	95	12	competitive	competitive	ADJ
futech-370	95	13	forces	force	NOUN
futech-370	95	14	(	(	PUNCT
futech-370	95	15	composite	composite	ADJ
futech-370	95	16	reliability	reliability	NOUN
futech-370	95	17	=	=	NOUN
futech-370	95	18	0.89	0.89	NUM
futech-370	95	19	)	)	PUNCT
futech-370	95	20	.	.	PUNCT
futech-370	96	1	trust	trust	NOUN
futech-370	96	2	level	level	NOUN
futech-370	96	3	encompasses	encompass	VERB
futech-370	96	4	competence	competence	NOUN
futech-370	96	5	-	-	PUNCT
futech-370	96	6	based	base	VERB
futech-370	96	7	,	,	PUNCT
futech-370	96	8	benevolence	benevolence	NOUN
futech-370	96	9	-	-	PUNCT
futech-370	96	10	based	base	VERB
futech-370	96	11	,	,	PUNCT
futech-370	96	12	and	and	CCONJ
futech-370	96	13	integrity	integrity	NOUN
futech-370	96	14	-	-	PUNCT
futech-370	96	15	based	base	VERB
futech-370	96	16	dimensions	dimension	NOUN
futech-370	96	17	(	(	PUNCT
futech-370	96	18	composite	composite	ADJ
futech-370	96	19	reliability	reliability	NOUN
futech-370	96	20	=	=	NOUN
futech-370	96	21	0.92	0.92	NUM
futech-370	96	22	)	)	PUNCT
futech-370	96	23	.	.	PUNCT
futech-370	97	1	data	datum	NOUN
futech-370	97	2	sensitivity	sensitivity	NOUN
futech-370	97	3	captures	capture	VERB
futech-370	97	4	the	the	DET
futech-370	97	5	importance	importance	NOUN
futech-370	97	6	of	of	ADP
futech-370	97	7	intellectual	intellectual	ADJ
futech-370	97	8	property	property	NOUN
futech-370	97	9	and	and	CCONJ
futech-370	97	10	the	the	DET
futech-370	97	11	potential	potential	NOUN
futech-370	97	12	for	for	ADP
futech-370	97	13	competitive	competitive	ADJ
futech-370	97	14	advantage	advantage	NOUN
futech-370	97	15	(	(	PUNCT
futech-370	97	16	composite	composite	ADJ
futech-370	97	17	reliability	reliability	NOUN
futech-370	97	18	=	=	NOUN
futech-370	97	19	0.90	0.90	NUM
futech-370	97	20	)	)	PUNCT
futech-370	97	21	.	.	PUNCT
futech-370	98	1	power	power	NOUN
futech-370	98	2	balance	balance	NOUN
futech-370	98	3	measures	measure	VERB
futech-370	98	4	organizational	organizational	ADJ
futech-370	98	5	influence	influence	NOUN
futech-370	98	6	through	through	ADP
futech-370	98	7	resource	resource	NOUN
futech-370	98	8	dependence	dependence	NOUN
futech-370	98	9	indicators	indicator	NOUN
futech-370	98	10	(	(	PUNCT
futech-370	98	11	composite	composite	ADJ
futech-370	98	12	reliability	reliability	NOUN
futech-370	98	13	=	=	NOUN
futech-370	98	14	0.88	0.88	NUM
futech-370	98	15	)	)	PUNCT
futech-370	98	16	.	.	PUNCT
futech-370	99	1	all	all	DET
futech-370	99	2	scales	scale	NOUN
futech-370	99	3	demonstrate	demonstrate	VERB
futech-370	99	4	convergent	convergent	NOUN
futech-370	99	5	and	and	CCONJ
futech-370	99	6	discriminant	discriminant	ADJ
futech-370	99	7	validity	validity	NOUN
futech-370	99	8	.	.	PUNCT
futech-370	100	1	the	the	DET
futech-370	100	2	analysis	analysis	NOUN
futech-370	100	3	further	far	ADV
futech-370	100	4	employs	employ	VERB
futech-370	100	5	graph	graph	NOUN
futech-370	100	6	neural	neural	ADJ
futech-370	100	7	networks	network	NOUN
futech-370	100	8	to	to	PART
futech-370	100	9	model	model	VERB
futech-370	100	10	information	information	NOUN
futech-370	100	11	propagation	propagation	NOUN
futech-370	100	12	across	across	ADP
futech-370	100	13	the	the	DET
futech-370	100	14	supply	supply	NOUN
futech-370	100	15	chain	chain	NOUN
futech-370	100	16	.	.	PUNCT
futech-370	101	1	the	the	DET
futech-370	101	2	mathematical	mathematical	ADJ
futech-370	101	3	formulation	formulation	NOUN
futech-370	101	4	of	of	ADP
futech-370	101	5	the	the	DET
futech-370	101	6	graph	graph	NOUN
futech-370	101	7	convolutional	convolutional	ADJ
futech-370	101	8	layer	layer	NOUN
futech-370	101	9	is	be	AUX
futech-370	101	10	:	:	PUNCT
futech-370	101	11	1	1	NUM
futech-370	101	12	1	1	NUM
futech-370	101	13	(	(	PUNCT
futech-370	101	14	1	1	NUM
futech-370	101	15	)	)	PUNCT
futech-370	101	16	(	(	PUNCT
futech-370	101	17	)	)	PUNCT
futech-370	101	18	(	(	PUNCT
futech-370	101	19	)	)	PUNCT
futech-370	101	20	2	2	NUM
futech-370	101	21	2l	2l	NOUN
futech-370	101	22	l	l	NOUN
futech-370	102	1	lh	lh	PROPN
futech-370	102	2	d	d	X
futech-370	102	3	ad	ad	NOUN
futech-370	102	4	h	h	NOUN
futech-370	102	5	w	w	PROPN
futech-370	102	6	−	−	PROPN
futech-370	102	7	−	−	PROPN
futech-370	103	1	+	+	NUM
futech-370	103	2			NOUN
futech-370	103	3			NOUN
futech-370	103	4	=	=	SYM
futech-370	103	5			PROPN
futech-370	103	6			PROPN
futech-370	104	1			PROPN
futech-370	104	2			NOUN
futech-370	104	3	(	(	PUNCT
futech-370	104	4	3	3	NUM
futech-370	104	5	)	)	PUNCT
futech-370	104	6	where	where	SCONJ
futech-370	104	7	a	a	PRON
futech-370	104	8	represents	represent	VERB
futech-370	104	9	the	the	DET
futech-370	104	10	adjacency	adjacency	NOUN
futech-370	104	11	matrix	matrix	NOUN
futech-370	104	12	of	of	ADP
futech-370	104	13	information	information	NOUN
futech-370	104	14	flows	flow	VERB
futech-370	104	15	,	,	PUNCT
futech-370	104	16	d	d	X
futech-370	104	17	is	be	AUX
futech-370	104	18	the	the	DET
futech-370	104	19	degree	degree	NOUN
futech-370	104	20	matrix	matrix	NOUN
futech-370	104	21	with	with	ADP
futech-370	104	22	𝐷𝑖𝑖	𝐷𝑖𝑖	PROPN
futech-370	104	23	=	=	SYM
futech-370	104	24	∑	∑	PUNCT
futech-370	104	25	𝐴𝑖𝑗𝑗	𝐴𝑖𝑗𝑗	PROPN
futech-370	104	26	,	,	PUNCT
futech-370	104	27	𝐻(𝑙	𝐻(𝑙	PRON
futech-370	104	28	)	)	PUNCT
futech-370	104	29	is	be	AUX
futech-370	104	30	the	the	DET
futech-370	104	31	feature	feature	NOUN
futech-370	104	32	matrix	matrix	NOUN
futech-370	104	33	at	at	ADP
futech-370	104	34	layer	layer	NOUN
futech-370	104	35	l	l	NOUN
futech-370	104	36	capturing	capture	VERB
futech-370	104	37	the	the	DET
futech-370	104	38	information	information	NOUN
futech-370	104	39	state	state	NOUN
futech-370	104	40	of	of	ADP
futech-370	104	41	each	each	DET
futech-370	104	42	organization	organization	NOUN
futech-370	104	43	,	,	PUNCT
futech-370	104	44	(	(	PUNCT
futech-370	104	45	)	)	PUNCT
futech-370	104	46	lw	lw	PROPN
futech-370	104	47	denotes	denote	VERB
futech-370	104	48	the	the	DET
futech-370	104	49	trainable	trainable	ADJ
futech-370	104	50	weight	weight	NOUN
futech-370	104	51	matrix	matrix	NOUN
futech-370	104	52	,	,	PUNCT
futech-370	104	53	and	and	CCONJ
futech-370	104	54	𝛿	𝛿	PRON
futech-370	104	55	is	be	AUX
futech-370	104	56	a	a	DET
futech-370	104	57	non	non	ADJ
futech-370	104	58	-	-	ADJ
futech-370	104	59	linear	linear	ADJ
futech-370	104	60	activation	activation	NOUN
futech-370	104	61	function	function	NOUN
futech-370	104	62	.	.	PUNCT
futech-370	105	1	this	this	DET
futech-370	105	2	construction	construction	NOUN
futech-370	105	3	facilitates	facilitate	VERB
futech-370	105	4	the	the	DET
futech-370	105	5	modeling	modeling	NOUN
futech-370	105	6	of	of	ADP
futech-370	105	7	how	how	SCONJ
futech-370	105	8	information	information	NOUN
futech-370	105	9	spreads	spread	VERB
futech-370	105	10	at	at	ADP
futech-370	105	11	different	different	ADJ
futech-370	105	12	levels	level	NOUN
futech-370	105	13	of	of	ADP
futech-370	105	14	the	the	DET
futech-370	105	15	supply	supply	NOUN
futech-370	105	16	chain	chain	NOUN
futech-370	105	17	[	[	X
futech-370	105	18	22	22	NUM
futech-370	105	19	]	]	PUNCT
futech-370	105	20	.	.	PUNCT
futech-370	106	1	the	the	DET
futech-370	106	2	changing	change	VERB
futech-370	106	3	patterns	pattern	NOUN
futech-370	106	4	of	of	ADP
futech-370	106	5	information	information	NOUN
futech-370	106	6	dissemination	dissemination	NOUN
futech-370	106	7	over	over	ADP
futech-370	106	8	time	time	NOUN
futech-370	106	9	are	be	AUX
futech-370	106	10	captured	capture	VERB
futech-370	106	11	by	by	ADP
futech-370	106	12	a	a	DET
futech-370	106	13	dynamic	dynamic	ADJ
futech-370	106	14	information	information	NOUN
futech-370	106	15	integration	integration	NOUN
futech-370	106	16	index	index	NOUN
futech-370	106	17	(	(	PUNCT
futech-370	106	18	diii	diii	PROPN
futech-370	106	19	)	)	PUNCT
futech-370	106	20	,	,	PUNCT
futech-370	106	21	which	which	PRON
futech-370	106	22	quantifies	quantify	VERB
futech-370	106	23	the	the	DET
futech-370	106	24	flow	flow	NOUN
futech-370	106	25	of	of	ADP
futech-370	106	26	information	information	NOUN
futech-370	106	27	between	between	ADP
futech-370	106	28	various	various	ADJ
futech-370	106	29	organizations	organization	NOUN
futech-370	106	30	within	within	ADP
futech-370	106	31	a	a	DET
futech-370	106	32	given	give	VERB
futech-370	106	33	timeframe	timeframe	NOUN
futech-370	106	34	:	:	PUNCT
futech-370	106	35	,	,	PUNCT
futech-370	106	36	,	,	PUNCT
futech-370	106	37	,	,	PUNCT
futech-370	106	38	if	if	SCONJ
futech-370	106	39	diii	diii	PROPN
futech-370	106	40	i	i	PRON
futech-370	106	41	j	j	PROPN
futech-370	107	1	v	v	INTJ
futech-370	107	2	ij	ij	INTJ
futech-370	107	3	ij	ij	INTJ
futech-370	108	1	t	t	PROPN
futech-370	108	2	t	t	PROPN
futech-370	109	1	i	i	PRON
futech-370	109	2	j	j	PROPN
futech-370	110	1	v	v	INTJ
futech-370	110	2	ij	ij	INTJ
futech-370	110	3	w	w	PROPN
futech-370	110	4	w	w	PROPN
futech-370	110	5			NOUN
futech-370	110	6			NOUN
futech-370	110	7			PROPN
futech-370	110	8	=	=	SYM
futech-370	110	9			X
futech-370	110	10			X
futech-370	110	11	(	(	PUNCT
futech-370	110	12	4	4	X
futech-370	110	13	)	)	PUNCT
futech-370	110	14	where	where	SCONJ
futech-370	110	15	𝐼𝐹𝑖𝑗,𝑡	𝐼𝐹𝑖𝑗,𝑡	PROPN
futech-370	110	16	represents	represent	VERB
futech-370	110	17	the	the	DET
futech-370	110	18	information	information	NOUN
futech-370	110	19	flow	flow	NOUN
futech-370	110	20	between	between	ADP
futech-370	110	21	organizations	organization	NOUN
futech-370	110	22	i	i	PRON
futech-370	110	23	and	and	CCONJ
futech-370	110	24	j	j	PROPN
futech-370	110	25	at	at	ADP
futech-370	110	26	time	time	NOUN
futech-370	110	27	t	t	PROPN
futech-370	110	28	,	,	PUNCT
futech-370	110	29	and	and	CCONJ
futech-370	110	30	wij	wij	PROPN
futech-370	110	31	is	be	AUX
futech-370	110	32	a	a	DET
futech-370	110	33	weight	weight	NOUN
futech-370	110	34	reflecting	reflect	VERB
futech-370	110	35	the	the	DET
futech-370	110	36	strategic	strategic	ADJ
futech-370	110	37	importance	importance	NOUN
futech-370	110	38	of	of	ADP
futech-370	110	39	that	that	DET
futech-370	110	40	relationship	relationship	NOUN
futech-370	110	41	within	within	ADP
futech-370	110	42	the	the	DET
futech-370	110	43	supply	supply	NOUN
futech-370	110	44	q.	q.	PROPN
futech-370	110	45	ma	ma	PROPN
futech-370	110	46	&	&	CCONJ
futech-370	110	47	d.	d.	PROPN
futech-370	110	48	wu	wu	PROPN
futech-370	110	49	/future	/future	PUNCT
futech-370	110	50	technology	technology	PROPN
futech-370	111	1	august	august	PROPN
futech-370	111	2	2025|	2025|	NUM
futech-370	111	3	volume	volume	NOUN
futech-370	111	4	04	04	NUM
futech-370	112	1	|	|	NOUN
futech-370	112	2	issue	issue	NOUN
futech-370	112	3	03	03	NUM
futech-370	113	1	|	|	ADV
futech-370	113	2	pages	page	NOUN
futech-370	113	3	54	54	NUM
futech-370	113	4	-	-	SYM
futech-370	113	5	66	66	NUM
futech-370	113	6	57	57	NUM
futech-370	113	7	chain	chain	NOUN
futech-370	113	8	.	.	PUNCT
futech-370	114	1	the	the	DET
futech-370	114	2	analytical	analytical	ADJ
futech-370	114	3	framework	framework	NOUN
futech-370	114	4	undergoes	undergo	VERB
futech-370	114	5	rigorous	rigorous	ADJ
futech-370	114	6	validation	validation	NOUN
futech-370	114	7	,	,	PUNCT
futech-370	114	8	including	include	VERB
futech-370	114	9	multivariate	multivariate	NOUN
futech-370	114	10	normality	normality	NOUN
futech-370	114	11	,	,	PUNCT
futech-370	114	12	linearity	linearity	NOUN
futech-370	114	13	,	,	PUNCT
futech-370	114	14	multicollinearity	multicollinearity	NOUN
futech-370	114	15	assessment	assessment	NOUN
futech-370	114	16	(	(	PUNCT
futech-370	114	17	vif	vif	X
futech-370	114	18	<	<	X
futech-370	114	19	3.5	3.5	NUM
futech-370	114	20	)	)	PUNCT
futech-370	114	21	,	,	PUNCT
futech-370	114	22	and	and	CCONJ
futech-370	114	23	homoscedasticity	homoscedasticity	NOUN
futech-370	114	24	testing	testing	NOUN
futech-370	114	25	.	.	PUNCT
futech-370	115	1	endogeneity	endogeneity	NOUN
futech-370	115	2	is	be	AUX
futech-370	115	3	addressed	address	VERB
futech-370	115	4	through	through	ADP
futech-370	115	5	hansen	hansen	PROPN
futech-370	115	6	's	's	PART
futech-370	115	7	j	j	PROPN
futech-370	115	8	-	-	PUNCT
futech-370	115	9	test	test	NOUN
futech-370	115	10	and	and	CCONJ
futech-370	115	11	durbin	durbin	ADJ
futech-370	115	12	-	-	PUNCT
futech-370	115	13	wu	wu	NOUN
futech-370	115	14	-	-	PUNCT
futech-370	115	15	hausman	hausman	NOUN
futech-370	115	16	tests	test	NOUN
futech-370	115	17	.	.	PUNCT
futech-370	116	1	model	model	NOUN
futech-370	116	2	specifications	specification	NOUN
futech-370	116	3	are	be	AUX
futech-370	116	4	validated	validate	VERB
futech-370	116	5	using	use	VERB
futech-370	116	6	fit	fit	ADJ
futech-370	116	7	indices	index	NOUN
futech-370	116	8	(	(	PUNCT
futech-370	116	9	rmsea	rmsea	NOUN
futech-370	116	10	<	<	X
futech-370	116	11	0.08	0.08	NUM
futech-370	116	12	,	,	PUNCT
futech-370	116	13	cfi	cfi	X
futech-370	116	14	>	>	NOUN
futech-370	116	15	0.95	0.95	NUM
futech-370	116	16	,	,	PUNCT
futech-370	116	17	tli	tli	X
futech-370	116	18	>	>	X
futech-370	116	19	0.95	0.95	NUM
futech-370	116	20	)	)	PUNCT
futech-370	116	21	with	with	ADP
futech-370	116	22	bootstrap	bootstrap	NOUN
futech-370	116	23	validation	validation	NOUN
futech-370	116	24	(	(	PUNCT
futech-370	116	25	1,000	1,000	NUM
futech-370	116	26	replications	replication	NOUN
futech-370	116	27	)	)	PUNCT
futech-370	116	28	,	,	PUNCT
futech-370	116	29	ensuring	ensure	VERB
futech-370	116	30	parameter	parameter	NOUN
futech-370	116	31	stability	stability	NOUN
futech-370	116	32	.	.	PUNCT
futech-370	117	1	2.3	2.3	NUM
futech-370	117	2	hybrid	hybrid	ADJ
futech-370	117	3	intelligent	intelligent	ADJ
futech-370	117	4	architecture	architecture	NOUN
futech-370	117	5	design	design	NOUN
futech-370	117	6	and	and	CCONJ
futech-370	117	7	experimental	experimental	ADJ
futech-370	117	8	evaluation	evaluation	NOUN
futech-370	117	9	this	this	DET
futech-370	117	10	study	study	NOUN
futech-370	117	11	designs	design	VERB
futech-370	117	12	a	a	DET
futech-370	117	13	hybrid	hybrid	ADJ
futech-370	117	14	framework	framework	NOUN
futech-370	117	15	combining	combine	VERB
futech-370	117	16	blockchain	blockchain	NOUN
futech-370	117	17	with	with	ADP
futech-370	117	18	federated	federated	ADJ
futech-370	117	19	learning	learning	NOUN
futech-370	117	20	for	for	ADP
futech-370	117	21	secure	secure	ADJ
futech-370	117	22	information	information	NOUN
futech-370	117	23	sharing	sharing	NOUN
futech-370	117	24	across	across	ADP
futech-370	117	25	organizations	organization	NOUN
futech-370	117	26	.	.	PUNCT
futech-370	118	1	the	the	DET
futech-370	118	2	seven	seven	NUM
futech-370	118	3	-	-	PUNCT
futech-370	118	4	layer	layer	NOUN
futech-370	118	5	architecture	architecture	NOUN
futech-370	118	6	includes	include	VERB
futech-370	118	7	a	a	DET
futech-370	118	8	blockchain	blockchain	NOUN
futech-370	118	9	layer	layer	NOUN
futech-370	118	10	,	,	PUNCT
futech-370	118	11	a	a	DET
futech-370	118	12	federated	federated	ADJ
futech-370	118	13	learning	learning	NOUN
futech-370	118	14	middleware	middleware	NOUN
futech-370	118	15	,	,	PUNCT
futech-370	118	16	and	and	CCONJ
futech-370	118	17	application	application	NOUN
futech-370	118	18	service	service	NOUN
futech-370	118	19	layers	layer	NOUN
futech-370	118	20	as	as	SCONJ
futech-370	118	21	shown	show	VERB
futech-370	118	22	in	in	ADP
futech-370	118	23	figure	figure	NOUN
futech-370	118	24	1	1	NUM
futech-370	118	25	.	.	PUNCT
futech-370	119	1	the	the	DET
futech-370	119	2	blockchain	blockchain	PROPN
futech-370	119	3	layer	layer	NOUN
futech-370	119	4	employs	employ	VERB
futech-370	119	5	a	a	DET
futech-370	119	6	permissioned	permissione	VERB
futech-370	119	7	consortium	consortium	NOUN
futech-370	119	8	blockchain	blockchain	NOUN
futech-370	119	9	to	to	ADP
futech-370	119	10	record	record	NOUN
futech-370	119	11	supply	supply	NOUN
futech-370	119	12	chain	chain	NOUN
futech-370	119	13	events	event	NOUN
futech-370	119	14	in	in	ADP
futech-370	119	15	an	an	DET
futech-370	119	16	immutable	immutable	ADJ
futech-370	119	17	ledger	ledger	NOUN
futech-370	119	18	[	[	X
futech-370	119	19	25	25	NUM
futech-370	119	20	]	]	PUNCT
futech-370	119	21	.	.	PUNCT
futech-370	120	1	this	this	DET
futech-370	120	2	infrastructure	infrastructure	NOUN
futech-370	120	3	builds	build	VERB
futech-370	120	4	trust	trust	NOUN
futech-370	120	5	among	among	ADP
futech-370	120	6	participating	participate	VERB
futech-370	120	7	organizations	organization	NOUN
futech-370	120	8	while	while	SCONJ
futech-370	120	9	maintaining	maintain	VERB
futech-370	120	10	organizational	organizational	ADJ
futech-370	120	11	autonomy	autonomy	NOUN
futech-370	120	12	through	through	ADP
futech-370	120	13	local	local	ADJ
futech-370	120	14	nodes	node	NOUN
futech-370	120	15	and	and	CCONJ
futech-370	120	16	consensus	consensus	NOUN
futech-370	120	17	mechanisms	mechanism	NOUN
futech-370	120	18	.	.	PUNCT
futech-370	121	1	application	application	NOUN
futech-370	121	2	service	service	NOUN
futech-370	121	3	layer	layer	NOUN
futech-370	121	4	supply	supply	NOUN
futech-370	121	5	chain	chain	NOUN
futech-370	121	6	visibility	visibility	NOUN
futech-370	121	7	|	|	CCONJ
futech-370	121	8	disruption	disruption	NOUN
futech-370	121	9	prediction	prediction	NOUN
futech-370	121	10	|	|	INTJ
futech-370	121	11	inventory	inventory	NOUN
futech-370	121	12	optimization	optimization	NOUN
futech-370	121	13	federated	federate	VERB
futech-370	121	14	learning	learning	NOUN
futech-370	121	15	middleware	middleware	NOUN
futech-370	121	16	layer	layer	NOUN
futech-370	121	17	local	local	ADJ
futech-370	121	18	model	model	NOUN
futech-370	121	19	training	training	NOUN
futech-370	121	20	secure	secure	ADJ
futech-370	121	21	aggregation	aggregation	NOUN
futech-370	121	22	model	model	NOUN
futech-370	121	23	distribution	distribution	NOUN
futech-370	121	24	blockchain	blockchain	PROPN
futech-370	121	25	foundation	foundation	PROPN
futech-370	121	26	layer	layer	NOUN
futech-370	121	27	smart	smart	ADJ
futech-370	121	28	contracts	contract	NOUN
futech-370	121	29	consensus	consensus	NOUN
futech-370	121	30	distributed	distribute	VERB
futech-370	121	31	ledger	ledger	NOUN
futech-370	121	32	reputation	reputation	NOUN
futech-370	121	33	system	system	NOUN
futech-370	121	34	oem	oem	NOUN
futech-370	121	35	tier-1	tier-1	NUM
futech-370	121	36	suppliers	supplier	NOUN
futech-370	121	37	tier-2	tier-2	NUM
futech-370	121	38	+	+	NUM
futech-370	121	39	suppliers	supplier	NOUN
futech-370	121	40	multi	multi	ADJ
futech-370	121	41	-	-	ADJ
futech-370	121	42	tier	tier	ADJ
futech-370	121	43	supply	supply	NOUN
futech-370	121	44	chain	chain	NOUN
futech-370	121	45	hybrid	hybrid	ADJ
futech-370	121	46	intelligent	intelligent	ADJ
futech-370	121	47	architecture	architecture	NOUN
futech-370	121	48	frame	frame	NOUN
futech-370	121	49	&	&	CCONJ
futech-370	121	50	work	work	NOUN
futech-370	121	51	information	information	NOUN
futech-370	121	52	flow	flow	VERB
futech-370	121	53	direct	direct	ADJ
futech-370	121	54	connection	connection	NOUN
futech-370	121	55	figure	figure	NOUN
futech-370	121	56	1	1	NUM
futech-370	121	57	.	.	PUNCT
futech-370	122	1	multi	multi	ADJ
futech-370	122	2	-	-	ADJ
futech-370	122	3	tier	tier	ADJ
futech-370	122	4	supply	supply	NOUN
futech-370	122	5	chain	chain	NOUN
futech-370	122	6	hybrid	hybrid	ADJ
futech-370	122	7	intelligent	intelligent	ADJ
futech-370	122	8	architecture	architecture	NOUN
futech-370	122	9	framework	framework	NOUN
futech-370	122	10	the	the	DET
futech-370	122	11	federated	federated	ADJ
futech-370	122	12	learning	learning	NOUN
futech-370	122	13	layer	layer	NOUN
futech-370	122	14	enables	enable	VERB
futech-370	122	15	organizations	organization	NOUN
futech-370	122	16	to	to	PART
futech-370	122	17	collaboratively	collaboratively	ADV
futech-370	122	18	train	train	NOUN
futech-370	122	19	models	model	NOUN
futech-370	122	20	while	while	SCONJ
futech-370	122	21	maintaining	maintain	VERB
futech-370	122	22	data	data	NOUN
futech-370	122	23	privacy	privacy	NOUN
futech-370	122	24	.	.	PUNCT
futech-370	123	1	local	local	ADJ
futech-370	123	2	models	model	NOUN
futech-370	123	3	are	be	AUX
futech-370	123	4	trained	train	VERB
futech-370	123	5	on	on	ADP
futech-370	123	6	private	private	ADJ
futech-370	123	7	data	datum	NOUN
futech-370	123	8	with	with	ADP
futech-370	123	9	only	only	ADJ
futech-370	123	10	model	model	NOUN
futech-370	123	11	parameters	parameter	NOUN
futech-370	123	12	shared	share	VERB
futech-370	123	13	through	through	ADP
futech-370	123	14	secure	secure	ADJ
futech-370	123	15	aggregation	aggregation	NOUN
futech-370	123	16	protocols	protocol	NOUN
futech-370	124	1	[	[	X
futech-370	124	2	25	25	NUM
futech-370	124	3	]	]	PUNCT
futech-370	124	4	.	.	PUNCT
futech-370	125	1	the	the	DET
futech-370	125	2	architecture	architecture	NOUN
futech-370	125	3	incorporates	incorporate	VERB
futech-370	125	4	a	a	DET
futech-370	125	5	reputation	reputation	NOUN
futech-370	125	6	-	-	PUNCT
futech-370	125	7	based	base	VERB
futech-370	125	8	smart	smart	ADJ
futech-370	125	9	contract	contract	NOUN
futech-370	125	10	mechanism	mechanism	NOUN
futech-370	125	11	that	that	PRON
futech-370	125	12	dynamically	dynamically	ADV
futech-370	125	13	adjusts	adjust	VERB
futech-370	125	14	trust	trust	NOUN
futech-370	125	15	parameters	parameter	NOUN
futech-370	125	16	based	base	VERB
futech-370	125	17	on	on	ADP
futech-370	125	18	historical	historical	ADJ
futech-370	125	19	interactions	interaction	NOUN
futech-370	125	20	,	,	PUNCT
futech-370	125	21	creating	create	VERB
futech-370	125	22	incentives	incentive	NOUN
futech-370	125	23	for	for	ADP
futech-370	125	24	reliable	reliable	ADJ
futech-370	125	25	information	information	NOUN
futech-370	125	26	sharing	sharing	NOUN
futech-370	125	27	and	and	CCONJ
futech-370	125	28	helping	helping	AUX
futech-370	125	29	identify	identify	VERB
futech-370	125	30	potential	potential	ADJ
futech-370	125	31	data	datum	NOUN
futech-370	125	32	quality	quality	NOUN
futech-370	125	33	issues	issue	NOUN
futech-370	125	34	[	[	X
futech-370	125	35	26	26	NUM
futech-370	125	36	]	]	PUNCT
futech-370	125	37	.	.	PUNCT
futech-370	126	1	performance	performance	NOUN
futech-370	126	2	evaluation	evaluation	NOUN
futech-370	126	3	metrics	metric	NOUN
futech-370	126	4	and	and	CCONJ
futech-370	126	5	baseline	baseline	ADJ
futech-370	126	6	specifications	specification	NOUN
futech-370	126	7	:	:	PUNCT
futech-370	126	8	the	the	DET
futech-370	126	9	experimental	experimental	ADJ
futech-370	126	10	evaluation	evaluation	NOUN
futech-370	126	11	employs	employ	VERB
futech-370	126	12	standardized	standardized	ADJ
futech-370	126	13	kpis	kpis	PROPN
futech-370	126	14	with	with	ADP
futech-370	126	15	defined	define	VERB
futech-370	126	16	calculation	calculation	NOUN
futech-370	126	17	methodologies	methodology	NOUN
futech-370	126	18	and	and	CCONJ
futech-370	126	19	benchmark	benchmark	NOUN
futech-370	126	20	values	value	NOUN
futech-370	126	21	.	.	PUNCT
futech-370	127	1	supply	supply	NOUN
futech-370	127	2	chain	chain	NOUN
futech-370	127	3	visibility	visibility	NOUN
futech-370	127	4	(	(	PUNCT
futech-370	127	5	scv	scv	NOUN
futech-370	127	6	)	)	PUNCT
futech-370	127	7	is	be	AUX
futech-370	127	8	quantified	quantify	VERB
futech-370	127	9	as	as	ADP
futech-370	127	10	the	the	DET
futech-370	127	11	ratio	ratio	NOUN
futech-370	127	12	of	of	ADP
futech-370	127	13	accessible	accessible	ADJ
futech-370	127	14	information	information	NOUN
futech-370	127	15	nodes	node	NOUN
futech-370	127	16	to	to	PART
futech-370	127	17	total	total	ADJ
futech-370	127	18	information	information	NOUN
futech-370	127	19	nodes	node	NOUN
futech-370	127	20	,	,	PUNCT
futech-370	127	21	with	with	ADP
futech-370	127	22	an	an	DET
futech-370	127	23	industry	industry	NOUN
futech-370	127	24	baseline	baseline	NOUN
futech-370	127	25	of	of	ADP
futech-370	127	26	45	45	NUM
futech-370	127	27	-	-	SYM
futech-370	127	28	55	55	NUM
futech-370	127	29	%	%	NOUN
futech-370	127	30	.	.	PUNCT
futech-370	128	1	coordination	coordination	NOUN
futech-370	128	2	cost	cost	NOUN
futech-370	128	3	efficiency	efficiency	NOUN
futech-370	128	4	(	(	PUNCT
futech-370	128	5	cce	cce	NOUN
futech-370	128	6	)	)	PUNCT
futech-370	128	7	measures	measure	NOUN
futech-370	128	8	expense	expense	NOUN
futech-370	128	9	reduction	reduction	NOUN
futech-370	128	10	compared	compare	VERB
futech-370	128	11	to	to	AUX
futech-370	128	12	baseline	baseline	VERB
futech-370	128	13	coordination	coordination	NOUN
futech-370	128	14	costs	cost	NOUN
futech-370	128	15	.	.	PUNCT
futech-370	129	1	additional	additional	ADJ
futech-370	129	2	metrics	metric	NOUN
futech-370	129	3	include	include	VERB
futech-370	129	4	data	datum	NOUN
futech-370	129	5	security	security	NOUN
futech-370	129	6	index	index	NOUN
futech-370	129	7	(	(	PUNCT
futech-370	129	8	≥	≥	NOUN
futech-370	129	9	0.93	0.93	NUM
futech-370	129	10	threshold	threshold	NOUN
futech-370	129	11	)	)	PUNCT
futech-370	129	12	,	,	PUNCT
futech-370	129	13	prediction	prediction	NOUN
futech-370	129	14	accuracy	accuracy	NOUN
futech-370	129	15	for	for	ADP
futech-370	129	16	disruptions	disruption	NOUN
futech-370	129	17	(	(	PUNCT
futech-370	129	18	benchmarked	benchmarke	VERB
futech-370	129	19	against	against	ADP
futech-370	129	20	traditional	traditional	ADJ
futech-370	129	21	60	60	NUM
futech-370	129	22	-	-	SYM
futech-370	129	23	70	70	NUM
futech-370	129	24	%	%	NOUN
futech-370	129	25	accuracy	accuracy	NOUN
futech-370	129	26	)	)	PUNCT
futech-370	129	27	,	,	PUNCT
futech-370	129	28	and	and	CCONJ
futech-370	129	29	integration	integration	NOUN
futech-370	129	30	time	time	NOUN
futech-370	129	31	efficiency	efficiency	NOUN
futech-370	129	32	(	(	PUNCT
futech-370	129	33	compared	compare	VERB
futech-370	129	34	to	to	ADP
futech-370	129	35	industry	industry	NOUN
futech-370	129	36	standard	standard	ADJ
futech-370	129	37	8	8	NUM
futech-370	129	38	-	-	SYM
futech-370	129	39	12	12	NUM
futech-370	129	40	months	month	NOUN
futech-370	129	41	deployment	deployment	NOUN
futech-370	129	42	periods	period	NOUN
futech-370	129	43	)	)	PUNCT
futech-370	129	44	.	.	PUNCT
futech-370	130	1	the	the	DET
futech-370	130	2	study	study	NOUN
futech-370	130	3	employs	employ	VERB
futech-370	130	4	a	a	DET
futech-370	130	5	randomized	randomized	ADJ
futech-370	130	6	controlled	control	VERB
futech-370	130	7	trial	trial	NOUN
futech-370	130	8	with	with	ADP
futech-370	130	9	47	47	NUM
futech-370	130	10	manufacturing	manufacturing	NOUN
futech-370	130	11	organizations	organization	NOUN
futech-370	130	12	randomly	randomly	ADV
futech-370	130	13	assigned	assign	VERB
futech-370	130	14	to	to	ADP
futech-370	130	15	a	a	DET
futech-370	130	16	treatment	treatment	NOUN
futech-370	130	17	group	group	NOUN
futech-370	130	18	(	(	PUNCT
futech-370	130	19	n=24	n=24	PROPN
futech-370	130	20	,	,	PUNCT
futech-370	130	21	implementing	implement	VERB
futech-370	130	22	hybrid	hybrid	ADJ
futech-370	130	23	architecture	architecture	NOUN
futech-370	130	24	)	)	PUNCT
futech-370	130	25	and	and	CCONJ
futech-370	130	26	a	a	DET
futech-370	130	27	control	control	NOUN
futech-370	130	28	group	group	NOUN
futech-370	130	29	(	(	PUNCT
futech-370	130	30	n=23	n=23	PROPN
futech-370	130	31	,	,	PUNCT
futech-370	130	32	maintaining	maintain	VERB
futech-370	130	33	conventional	conventional	ADJ
futech-370	130	34	systems	system	NOUN
futech-370	130	35	)	)	PUNCT
futech-370	130	36	using	use	VERB
futech-370	130	37	stratified	stratified	ADJ
futech-370	130	38	randomization	randomization	NOUN
futech-370	130	39	.	.	PUNCT
futech-370	131	1	baseline	baseline	NOUN
futech-370	131	2	equivalence	equivalence	NOUN
futech-370	131	3	testing	testing	NOUN
futech-370	131	4	confirms	confirm	VERB
futech-370	131	5	no	no	DET
futech-370	131	6	significant	significant	ADJ
futech-370	131	7	group	group	NOUN
futech-370	131	8	differences	difference	NOUN
futech-370	131	9	(	(	PUNCT
futech-370	131	10	all	all	PRON
futech-370	131	11	p	p	X
futech-370	131	12	>	>	X
futech-370	131	13	0.05	0.05	NUM
futech-370	131	14	)	)	PUNCT
futech-370	131	15	.	.	PUNCT
futech-370	132	1	all	all	DET
futech-370	132	2	performance	performance	NOUN
futech-370	132	3	improvements	improvement	NOUN
futech-370	132	4	undergo	undergo	VERB
futech-370	132	5	rigorous	rigorous	ADJ
futech-370	132	6	statistical	statistical	ADJ
futech-370	132	7	validation	validation	NOUN
futech-370	132	8	using	use	VERB
futech-370	132	9	independent	independent	ADJ
futech-370	132	10	samples	sample	NOUN
futech-370	132	11	ttests	ttest	NOUN
futech-370	132	12	with	with	ADP
futech-370	132	13	a	a	DET
futech-370	132	14	significance	significance	NOUN
futech-370	132	15	level	level	NOUN
futech-370	132	16	of	of	ADP
futech-370	132	17	α=0.05	α=0.05	NOUN
futech-370	132	18	.	.	PUNCT
futech-370	133	1	supply	supply	NOUN
futech-370	133	2	chain	chain	NOUN
futech-370	133	3	visibility	visibility	NOUN
futech-370	133	4	improvements	improvement	NOUN
futech-370	133	5	show	show	VERB
futech-370	133	6	significant	significant	ADJ
futech-370	133	7	treatment	treatment	NOUN
futech-370	133	8	effects	effect	NOUN
futech-370	133	9	(	(	PUNCT
futech-370	133	10	mean	mean	INTJ
futech-370	133	11	difference	difference	NOUN
futech-370	133	12	=	=	SYM
futech-370	133	13	35.1	35.1	NUM
futech-370	133	14	%	%	NOUN
futech-370	133	15	,	,	PUNCT
futech-370	133	16	t(45	t(45	NOUN
futech-370	133	17	)	)	PUNCT
futech-370	133	18	=	=	SYM
futech-370	133	19	11.23	11.23	NUM
futech-370	133	20	,	,	PUNCT
futech-370	133	21	p	p	X
futech-370	133	22	<	<	X
futech-370	133	23	0.001	0.001	NUM
futech-370	133	24	,	,	PUNCT
futech-370	133	25	95	95	NUM
futech-370	133	26	%	%	NOUN
futech-370	133	27	ci	ci	NOUN
futech-370	133	28	:	:	PUNCT
futech-370	133	29	26.8%-43.4	26.8%-43.4	NUM
futech-370	133	30	%	%	NOUN
futech-370	133	31	)	)	PUNCT
futech-370	133	32	.	.	PUNCT
futech-370	134	1	coordination	coordination	NOUN
futech-370	134	2	cost	cost	NOUN
futech-370	134	3	reduction	reduction	NOUN
futech-370	134	4	demonstrates	demonstrate	VERB
futech-370	134	5	significant	significant	ADJ
futech-370	134	6	benefits	benefit	NOUN
futech-370	134	7	(	(	PUNCT
futech-370	134	8	mean	mean	INTJ
futech-370	134	9	difference	difference	NOUN
futech-370	134	10	=	=	PUNCT
futech-370	134	11	-25.3	-25.3	NUM
futech-370	134	12	%	%	NOUN
futech-370	134	13	,	,	PUNCT
futech-370	134	14	t(45	t(45	NOUN
futech-370	134	15	)	)	PUNCT
futech-370	134	16	=	=	PUNCT
futech-370	134	17	-9.87	-9.87	PRON
futech-370	134	18	,	,	PUNCT
futech-370	134	19	p	p	X
futech-370	134	20	<	<	X
futech-370	134	21	0.001	0.001	NUM
futech-370	134	22	,	,	PUNCT
futech-370	134	23	95	95	NUM
futech-370	134	24	%	%	NOUN
futech-370	134	25	ci	ci	NOUN
futech-370	134	26	:	:	PUNCT
futech-370	134	27	-33.2	-33.2	NUM
futech-370	135	1	%	%	NOUN
futech-370	135	2	to	to	ADP
futech-370	135	3	-21.6	-21.6	NUM
futech-370	135	4	%	%	NOUN
futech-370	135	5	)	)	PUNCT
futech-370	135	6	.	.	PUNCT
futech-370	136	1	cohen	cohen	PROPN
futech-370	136	2	's	's	PART
futech-370	136	3	d	d	NOUN
futech-370	136	4	indicates	indicate	VERB
futech-370	136	5	large	large	ADJ
futech-370	136	6	effect	effect	NOUN
futech-370	136	7	sizes	size	NOUN
futech-370	136	8	for	for	ADP
futech-370	136	9	all	all	DET
futech-370	136	10	primary	primary	ADJ
futech-370	136	11	metrics	metric	NOUN
futech-370	136	12	:	:	PUNCT
futech-370	136	13	scv	scv	PROPN
futech-370	136	14	(	(	PUNCT
futech-370	136	15	d	d	NOUN
futech-370	136	16	=	=	SYM
futech-370	136	17	3.24	3.24	NUM
futech-370	136	18	)	)	PUNCT
futech-370	136	19	,	,	PUNCT
futech-370	136	20	cce	cce	PROPN
futech-370	136	21	(	(	PUNCT
futech-370	136	22	d	d	NOUN
futech-370	136	23	=	=	NOUN
futech-370	136	24	2.89	2.89	NUM
futech-370	136	25	)	)	PUNCT
futech-370	136	26	,	,	PUNCT
futech-370	136	27	pad	pad	NOUN
futech-370	136	28	(	(	PUNCT
futech-370	136	29	d	d	NOUN
futech-370	136	30	=	=	SYM
futech-370	136	31	2.47	2.47	NUM
futech-370	136	32	)	)	PUNCT
futech-370	136	33	.	.	PUNCT
futech-370	137	1	ancova	ancova	NOUN
futech-370	137	2	controls	control	NOUN
futech-370	137	3	for	for	ADP
futech-370	137	4	baseline	baseline	NOUN
futech-370	137	5	differences	difference	NOUN
futech-370	137	6	,	,	PUNCT
futech-370	137	7	and	and	CCONJ
futech-370	137	8	bonferroni	bonferroni	PROPN
futech-370	137	9	correction	correction	NOUN
futech-370	137	10	addresses	address	VERB
futech-370	137	11	multiple	multiple	ADJ
futech-370	137	12	comparisons	comparison	NOUN
futech-370	137	13	.	.	PUNCT
futech-370	138	1	construct	construct	VERB
futech-370	138	2	validity	validity	NOUN
futech-370	138	3	is	be	AUX
futech-370	138	4	confirmed	confirm	VERB
futech-370	138	5	through	through	ADP
futech-370	138	6	confirmatory	confirmatory	ADJ
futech-370	138	7	factor	factor	NOUN
futech-370	138	8	analysis	analysis	NOUN
futech-370	138	9	(	(	PUNCT
futech-370	138	10	cfi	cfi	X
futech-370	138	11	>	>	X
futech-370	138	12	0.95	0.95	NUM
futech-370	138	13	,	,	PUNCT
futech-370	138	14	rmsea	rmsea	NOUN
futech-370	138	15	<	<	X
futech-370	138	16	0.06	0.06	NUM
futech-370	138	17	)	)	PUNCT
futech-370	138	18	and	and	CCONJ
futech-370	138	19	convergent	convergent	ADJ
futech-370	138	20	validity	validity	NOUN
futech-370	138	21	testing	testing	NOUN
futech-370	138	22	(	(	PUNCT
futech-370	138	23	ave	ave	X
futech-370	138	24	>	>	X
futech-370	138	25	0.5	0.5	NUM
futech-370	138	26	)	)	PUNCT
futech-370	138	27	.	.	PUNCT
futech-370	139	1	reliability	reliability	NOUN
futech-370	139	2	assessments	assessment	NOUN
futech-370	139	3	demonstrate	demonstrate	VERB
futech-370	139	4	test	test	NOUN
futech-370	139	5	-	-	PUNCT
futech-370	139	6	retest	retest	NOUN
futech-370	139	7	correlations	correlation	NOUN
futech-370	139	8	r	r	NOUN
futech-370	139	9	>	>	X
futech-370	139	10	0.87	0.87	NUM
futech-370	139	11	and	and	CCONJ
futech-370	139	12	inter	inter	ADJ
futech-370	139	13	-	-	ADJ
futech-370	139	14	rater	rater	ADJ
futech-370	139	15	reliability	reliability	NOUN
futech-370	139	16	icc(2,1	icc(2,1	PROPN
futech-370	139	17	)	)	PUNCT
futech-370	139	18	>	>	X
futech-370	140	1	0.92	0.92	NUM
futech-370	140	2	.	.	PUNCT
futech-370	141	1	bootstrap	bootstrap	NOUN
futech-370	141	2	validation	validation	NOUN
futech-370	141	3	(	(	PUNCT
futech-370	141	4	1,000	1,000	NUM
futech-370	141	5	replications	replication	NOUN
futech-370	141	6	)	)	PUNCT
futech-370	141	7	confirms	confirm	VERB
futech-370	141	8	robust	robust	ADJ
futech-370	141	9	findings	finding	NOUN
futech-370	141	10	.	.	PUNCT
futech-370	142	1	implementation	implementation	NOUN
futech-370	142	2	uses	use	VERB
futech-370	142	3	hyperledger	hyperledger	NOUN
futech-370	142	4	fabric	fabric	NOUN
futech-370	142	5	for	for	ADP
futech-370	142	6	blockchain	blockchain	PROPN
futech-370	142	7	and	and	CCONJ
futech-370	142	8	tensorflow	tensorflow	NOUN
futech-370	142	9	federated	federate	VERB
futech-370	142	10	for	for	ADP
futech-370	142	11	a	a	DET
futech-370	142	12	learning	learning	NOUN
futech-370	142	13	framework	framework	NOUN
futech-370	142	14	,	,	PUNCT
futech-370	142	15	with	with	ADP
futech-370	142	16	a	a	DET
futech-370	142	17	modular	modular	ADJ
futech-370	142	18	design	design	NOUN
futech-370	142	19	enabling	enable	VERB
futech-370	142	20	flexible	flexible	ADJ
futech-370	142	21	adaptation	adaptation	NOUN
futech-370	142	22	to	to	ADP
futech-370	142	23	different	different	ADJ
futech-370	142	24	supply	supply	NOUN
futech-370	142	25	chain	chain	NOUN
futech-370	142	26	contexts	contexts	NOUN
futech-370	142	27	.	.	PUNCT
futech-370	143	1	3	3	X
futech-370	143	2	.	.	NOUN
futech-370	143	3	results	result	VERB
futech-370	143	4	3.1	3.1	NUM
futech-370	143	5	data	datum	NOUN
futech-370	143	6	silo	silo	NOUN
futech-370	143	7	pattern	pattern	NOUN
futech-370	143	8	analysis	analysis	NOUN
futech-370	143	9	of	of	ADP
futech-370	143	10	47	47	NUM
futech-370	143	11	manufacturing	manufacturing	NOUN
futech-370	143	12	organizations	organization	NOUN
futech-370	143	13	analysis	analysis	NOUN
futech-370	143	14	of	of	ADP
futech-370	143	15	data	datum	NOUN
futech-370	143	16	flow	flow	NOUN
futech-370	143	17	patterns	pattern	NOUN
futech-370	143	18	across	across	ADP
futech-370	143	19	47	47	NUM
futech-370	143	20	chinese	chinese	ADJ
futech-370	143	21	manufacturing	manufacturing	NOUN
futech-370	143	22	organizations	organization	NOUN
futech-370	143	23	revealed	reveal	VERB
futech-370	143	24	distinct	distinct	ADJ
futech-370	143	25	data	datum	NOUN
futech-370	143	26	silo	silo	NOUN
futech-370	143	27	formations	formation	NOUN
futech-370	143	28	that	that	PRON
futech-370	143	29	significantly	significantly	ADV
futech-370	143	30	impact	impact	VERB
futech-370	143	31	information	information	NOUN
futech-370	143	32	integration	integration	NOUN
futech-370	143	33	in	in	ADP
futech-370	143	34	multi	multi	ADJ
futech-370	143	35	-	-	ADJ
futech-370	143	36	tier	tier	ADJ
futech-370	143	37	supply	supply	NOUN
futech-370	143	38	chains	chain	NOUN
futech-370	143	39	.	.	PUNCT
futech-370	144	1	as	as	SCONJ
futech-370	144	2	demonstrated	demonstrate	VERB
futech-370	144	3	in	in	ADP
futech-370	144	4	figure	figure	NOUN
futech-370	144	5	2(a	2(a	NUM
futech-370	144	6	)	)	PUNCT
futech-370	144	7	,	,	PUNCT
futech-370	144	8	network	network	NOUN
futech-370	144	9	analysis	analysis	NOUN
futech-370	144	10	identified	identify	VERB
futech-370	144	11	six	six	NUM
futech-370	144	12	primary	primary	ADJ
futech-370	144	13	data	datum	NOUN
futech-370	144	14	silo	silo	NOUN
futech-370	144	15	types	type	NOUN
futech-370	144	16	with	with	ADP
futech-370	144	17	varying	vary	VERB
futech-370	144	18	prevalence	prevalence	NOUN
futech-370	144	19	:	:	PUNCT
futech-370	144	20	technological	technological	ADJ
futech-370	144	21	(	(	PUNCT
futech-370	144	22	31.4	31.4	NUM
futech-370	144	23	%	%	NOUN
futech-370	144	24	)	)	PUNCT
futech-370	144	25	,	,	PUNCT
futech-370	144	26	organizational	organizational	ADJ
futech-370	144	27	(	(	PUNCT
futech-370	144	28	23.8	23.8	NUM
futech-370	144	29	%	%	NOUN
futech-370	144	30	)	)	PUNCT
futech-370	144	31	,	,	PUNCT
futech-370	144	32	competitive	competitive	ADJ
futech-370	144	33	(	(	PUNCT
futech-370	144	34	19.6	19.6	NUM
futech-370	144	35	%	%	NOUN
futech-370	144	36	)	)	PUNCT
futech-370	144	37	,	,	PUNCT
futech-370	144	38	geographical	geographical	ADJ
futech-370	144	39	(	(	PUNCT
futech-370	144	40	12.7	12.7	NUM
futech-370	144	41	%	%	NOUN
futech-370	144	42	)	)	PUNCT
futech-370	144	43	,	,	PUNCT
futech-370	144	44	regulatory	regulatory	ADJ
futech-370	144	45	(	(	PUNCT
futech-370	144	46	8.3	8.3	NUM
futech-370	144	47	%	%	NOUN
futech-370	144	48	)	)	PUNCT
futech-370	144	49	,	,	PUNCT
futech-370	144	50	and	and	CCONJ
futech-370	144	51	cultural	cultural	ADJ
futech-370	144	52	(	(	PUNCT
futech-370	144	53	4.2	4.2	NUM
futech-370	144	54	%	%	NOUN
futech-370	144	55	)	)	PUNCT
futech-370	144	56	.	.	PUNCT
futech-370	145	1	these	these	DET
futech-370	145	2	silos	silo	NOUN
futech-370	145	3	exhibited	exhibit	VERB
futech-370	145	4	differential	differential	ADJ
futech-370	145	5	impermeability	impermeability	NOUN
futech-370	145	6	characteristics	characteristic	NOUN
futech-370	145	7	,	,	PUNCT
futech-370	145	8	with	with	ADP
futech-370	145	9	technological	technological	ADJ
futech-370	145	10	and	and	CCONJ
futech-370	145	11	competitive	competitive	ADJ
futech-370	145	12	barriers	barrier	NOUN
futech-370	145	13	presenting	present	VERB
futech-370	145	14	the	the	DET
futech-370	145	15	most	most	ADV
futech-370	145	16	substantial	substantial	ADJ
futech-370	145	17	impediments	impediment	NOUN
futech-370	145	18	to	to	ADP
futech-370	145	19	cross	cross	ADJ
futech-370	145	20	-	-	ADJ
futech-370	145	21	organizational	organizational	ADJ
futech-370	145	22	information	information	NOUN
futech-370	145	23	exchange	exchange	NOUN
futech-370	145	24	.	.	PUNCT
futech-370	146	1	a	a	DET
futech-370	146	2	detailed	detailed	ADJ
futech-370	146	3	examination	examination	NOUN
futech-370	146	4	of	of	ADP
futech-370	146	5	the	the	DET
futech-370	146	6	factors	factor	NOUN
futech-370	146	7	influencing	influence	VERB
futech-370	146	8	silo	silo	NOUN
futech-370	146	9	formation	formation	NOUN
futech-370	146	10	revealed	reveal	VERB
futech-370	146	11	significant	significant	ADJ
futech-370	146	12	correlations	correlation	NOUN
futech-370	146	13	between	between	ADP
futech-370	146	14	organizational	organizational	ADJ
futech-370	146	15	characteristics	characteristic	NOUN
futech-370	146	16	and	and	CCONJ
futech-370	146	17	patterns	pattern	NOUN
futech-370	146	18	of	of	ADP
futech-370	146	19	information	information	NOUN
futech-370	146	20	fragmentation	fragmentation	NOUN
futech-370	146	21	.	.	PUNCT
futech-370	147	1	as	as	SCONJ
futech-370	147	2	illustrated	illustrate	VERB
futech-370	147	3	in	in	ADP
futech-370	147	4	figure	figure	NOUN
futech-370	147	5	2(b	2(b	NUM
futech-370	147	6	)	)	PUNCT
futech-370	147	7	,	,	PUNCT
futech-370	147	8	organizational	organizational	ADJ
futech-370	147	9	complexity	complexity	NOUN
futech-370	147	10	(	(	PUNCT
futech-370	147	11	r=0.73	r=0.73	ADJ
futech-370	147	12	,	,	PUNCT
futech-370	147	13	p<0.01	p<0.01	PROPN
futech-370	147	14	)	)	PUNCT
futech-370	147	15	and	and	CCONJ
futech-370	147	16	hierarchical	hierarchical	ADJ
futech-370	147	17	rigidity	rigidity	NOUN
futech-370	147	18	(	(	PUNCT
futech-370	147	19	r=0.68	r=0.68	NOUN
futech-370	147	20	,	,	PUNCT
futech-370	147	21	p<0.01	p<0.01	PROPN
futech-370	147	22	)	)	PUNCT
futech-370	147	23	emerged	emerge	VERB
futech-370	147	24	as	as	ADP
futech-370	147	25	powerful	powerful	ADJ
futech-370	147	26	predictors	predictor	NOUN
futech-370	147	27	of	of	ADP
futech-370	147	28	data	datum	NOUN
futech-370	147	29	silos	silo	NOUN
futech-370	147	30	,	,	PUNCT
futech-370	147	31	while	while	SCONJ
futech-370	147	32	company	company	NOUN
futech-370	147	33	age	age	NOUN
futech-370	147	34	showed	show	VERB
futech-370	147	35	moderate	moderate	ADJ
futech-370	147	36	correlation	correlation	NOUN
futech-370	147	37	(	(	PUNCT
futech-370	147	38	r=0.42	r=0.42	NOUN
futech-370	147	39	,	,	PUNCT
futech-370	147	40	p<0.05	p<0.05	NOUN
futech-370	147	41	)	)	PUNCT
futech-370	147	42	.	.	PUNCT
futech-370	148	1	these	these	DET
futech-370	148	2	relationships	relationship	NOUN
futech-370	148	3	help	help	VERB
futech-370	148	4	explain	explain	VERB
futech-370	148	5	why	why	SCONJ
futech-370	148	6	technological	technological	ADJ
futech-370	148	7	modernization	modernization	NOUN
futech-370	148	8	alone	alone	ADV
futech-370	148	9	often	often	ADV
futech-370	148	10	proves	prove	VERB
futech-370	148	11	insufficient	insufficient	ADJ
futech-370	148	12	for	for	ADP
futech-370	148	13	dismantling	dismantle	VERB
futech-370	148	14	information	information	NOUN
futech-370	148	15	barriers	barrier	NOUN
futech-370	148	16	—	—	PUNCT
futech-370	148	17	underlying	underlie	VERB
futech-370	148	18	organizational	organizational	ADJ
futech-370	148	19	structures	structure	NOUN
futech-370	148	20	frequently	frequently	ADV
futech-370	148	21	reinforce	reinforce	VERB
futech-370	148	22	data	data	NOUN
futech-370	148	23	compartmentalization	compartmentalization	NOUN
futech-370	148	24	regardless	regardless	ADV
futech-370	148	25	of	of	ADP
futech-370	148	26	technical	technical	ADJ
futech-370	148	27	capabilities	capability	NOUN
futech-370	148	28	.	.	PUNCT
futech-370	149	1	the	the	DET
futech-370	149	2	distribution	distribution	NOUN
futech-370	149	3	of	of	ADP
futech-370	149	4	silo	silo	NOUN
futech-370	149	5	types	type	NOUN
futech-370	149	6	demonstrated	demonstrate	VERB
futech-370	149	7	significant	significant	ADJ
futech-370	149	8	cross	cross	ADJ
futech-370	149	9	-	-	ADJ
futech-370	149	10	industry	industry	ADJ
futech-370	149	11	variation	variation	NOUN
futech-370	149	12	,	,	PUNCT
futech-370	149	13	as	as	SCONJ
futech-370	149	14	depicted	depict	VERB
futech-370	149	15	in	in	ADP
futech-370	149	16	figure	figure	NOUN
futech-370	149	17	2(c	2(c	NUM
futech-370	149	18	)	)	PUNCT
futech-370	149	19	,	,	PUNCT
futech-370	149	20	reflecting	reflect	VERB
futech-370	149	21	sector	sector	NOUN
futech-370	149	22	-	-	PUNCT
futech-370	149	23	specific	specific	ADJ
futech-370	149	24	operational	operational	ADJ
futech-370	149	25	imperatives	imperative	NOUN
futech-370	149	26	.	.	PUNCT
futech-370	150	1	aerospace	aerospace	NOUN
futech-370	150	2	organizations	organization	NOUN
futech-370	150	3	exhibited	exhibit	VERB
futech-370	150	4	the	the	DET
futech-370	150	5	highest	high	ADJ
futech-370	150	6	technological	technological	ADJ
futech-370	150	7	silo	silo	NOUN
futech-370	150	8	intensity	intensity	NOUN
futech-370	150	9	(	(	PUNCT
futech-370	150	10	79	79	NUM
futech-370	150	11	)	)	PUNCT
futech-370	150	12	due	due	ADP
futech-370	150	13	to	to	ADP
futech-370	150	14	stringent	stringent	ADJ
futech-370	150	15	safety	safety	NOUN
futech-370	150	16	certification	certification	NOUN
futech-370	150	17	requirements	requirement	NOUN
futech-370	150	18	that	that	PRON
futech-370	150	19	mandate	mandate	VERB
futech-370	150	20	isolated	isolate	VERB
futech-370	150	21	validation	validation	NOUN
futech-370	150	22	environments	environment	NOUN
futech-370	150	23	.	.	PUNCT
futech-370	151	1	electronics	electronic	NOUN
futech-370	151	2	manufacturers	manufacturer	NOUN
futech-370	151	3	exhibited	exhibit	VERB
futech-370	151	4	the	the	DET
futech-370	151	5	most	most	ADV
futech-370	151	6	pronounced	pronounced	ADJ
futech-370	151	7	competitive	competitive	ADJ
futech-370	151	8	silos	silo	NOUN
futech-370	151	9	(	(	PUNCT
futech-370	151	10	80	80	NUM
futech-370	151	11	)	)	PUNCT
futech-370	151	12	,	,	PUNCT
futech-370	151	13	driven	drive	VERB
futech-370	151	14	by	by	ADP
futech-370	151	15	rapid	rapid	ADJ
futech-370	151	16	innovation	innovation	NOUN
futech-370	151	17	cycles	cycle	NOUN
futech-370	151	18	where	where	SCONJ
futech-370	151	19	information	information	NOUN
futech-370	151	20	sharing	sharing	NOUN
futech-370	151	21	threatens	threaten	VERB
futech-370	151	22	to	to	PART
futech-370	151	23	erode	erode	VERB
futech-370	151	24	competitive	competitive	ADJ
futech-370	151	25	advantages	advantage	NOUN
futech-370	151	26	.	.	PUNCT
futech-370	152	1	q.	q.	PROPN
futech-370	152	2	ma	ma	PROPN
futech-370	152	3	&	&	CCONJ
futech-370	152	4	d.	d.	PROPN
futech-370	152	5	wu	wu	PROPN
futech-370	152	6	/future	/future	PUNCT
futech-370	152	7	technology	technology	PROPN
futech-370	152	8	august	august	PROPN
futech-370	152	9	2025|	2025|	NUM
futech-370	152	10	volume	volume	NOUN
futech-370	152	11	04	04	NUM
futech-370	153	1	|	|	NOUN
futech-370	153	2	issue	issue	NOUN
futech-370	153	3	03	03	NUM
futech-370	154	1	|	|	ADV
futech-370	154	2	pages	page	NOUN
futech-370	154	3	54	54	NUM
futech-370	154	4	-	-	SYM
futech-370	154	5	66	66	NUM
futech-370	154	6	58	58	NUM
futech-370	154	7	automotive	automotive	ADJ
futech-370	154	8	businesses	business	NOUN
futech-370	154	9	exhibited	exhibit	VERB
futech-370	154	10	organizational	organizational	ADJ
futech-370	154	11	silos	silo	NOUN
futech-370	154	12	(	(	PUNCT
futech-370	154	13	72	72	NUM
futech-370	154	14	)	)	PUNCT
futech-370	154	15	reflecting	reflect	VERB
futech-370	154	16	multi	multi	ADJ
futech-370	154	17	-	-	ADJ
futech-370	154	18	tier	tier	ADJ
futech-370	154	19	supplier	supplier	NOUN
futech-370	154	20	complexity	complexity	NOUN
futech-370	154	21	,	,	PUNCT
futech-370	154	22	while	while	SCONJ
futech-370	154	23	pharmaceutical	pharmaceutical	ADJ
futech-370	154	24	manufacturers	manufacturer	NOUN
futech-370	154	25	demonstrated	demonstrate	VERB
futech-370	154	26	regulatory	regulatory	ADJ
futech-370	154	27	silos	silo	NOUN
futech-370	154	28	(	(	PUNCT
futech-370	154	29	65	65	NUM
futech-370	154	30	)	)	PUNCT
futech-370	154	31	necessitated	necessitate	VERB
futech-370	154	32	by	by	ADP
futech-370	154	33	fda	fda	PROPN
futech-370	154	34	/	/	SYM
futech-370	154	35	ema	ema	PROPN
futech-370	154	36	validation	validation	NOUN
futech-370	154	37	processes	process	NOUN
futech-370	154	38	,	,	PUNCT
futech-370	154	39	and	and	CCONJ
futech-370	154	40	food	food	NOUN
futech-370	154	41	and	and	CCONJ
futech-370	154	42	beverage	beverage	NOUN
futech-370	154	43	companies	company	NOUN
futech-370	154	44	exhibited	exhibit	VERB
futech-370	154	45	geographical	geographical	ADJ
futech-370	154	46	silos	silo	NOUN
futech-370	154	47	(	(	PUNCT
futech-370	154	48	58	58	NUM
futech-370	154	49	)	)	PUNCT
futech-370	154	50	from	from	ADP
futech-370	154	51	distributed	distribute	VERB
futech-370	154	52	sourcing	sourcing	NOUN
futech-370	154	53	across	across	ADP
futech-370	154	54	multiple	multiple	ADJ
futech-370	154	55	jurisdictions	jurisdiction	NOUN
futech-370	154	56	.	.	PUNCT
futech-370	155	1	silos	silo	NOUN
futech-370	155	2	of	of	ADP
futech-370	155	3	a	a	DET
futech-370	155	4	technological	technological	ADJ
futech-370	155	5	nature	nature	NOUN
futech-370	155	6	stemmed	stem	VERB
futech-370	155	7	mostly	mostly	ADV
futech-370	155	8	from	from	ADP
futech-370	155	9	other	other	ADJ
futech-370	155	10	portions	portion	NOUN
futech-370	155	11	of	of	ADP
futech-370	155	12	the	the	DET
futech-370	155	13	building	building	NOUN
futech-370	155	14	systems	system	NOUN
futech-370	155	15	design	design	NOUN
futech-370	155	16	.	.	PUNCT
futech-370	156	1	these	these	DET
futech-370	156	2	so	so	ADV
futech-370	156	3	-	-	PUNCT
futech-370	156	4	called	call	VERB
futech-370	156	5	“	"	PUNCT
futech-370	156	6	closed	closed	ADJ
futech-370	156	7	”	"	PUNCT
futech-370	156	8	legacy	legacy	NOUN
futech-370	156	9	erp	erp	PROPN
futech-370	156	10	systems	system	NOUN
futech-370	156	11	encapsulated	encapsulate	VERB
futech-370	156	12	whole	whole	ADJ
futech-370	156	13	domains	domain	NOUN
futech-370	156	14	of	of	ADP
futech-370	156	15	activitya	activitya	NOUN
futech-370	156	16	circumstance	circumstance	NOUN
futech-370	156	17	in	in	ADP
futech-370	156	18	which	which	PRON
futech-370	156	19	subsystems	subsystem	NOUN
futech-370	156	20	intended	intend	VERB
futech-370	156	21	to	to	PART
futech-370	156	22	be	be	AUX
futech-370	156	23	integrated	integrate	VERB
futech-370	156	24	were	be	AUX
futech-370	156	25	placed	place	VERB
futech-370	156	26	in	in	ADP
futech-370	156	27	distinct	distinct	ADJ
futech-370	156	28	silos	silo	NOUN
futech-370	156	29	.	.	PUNCT
futech-370	157	1	centrality	centrality	NOUN
futech-370	157	2	measures	measure	NOUN
futech-370	157	3	of	of	ADP
futech-370	157	4	the	the	DET
futech-370	157	5	supply	supply	NOUN
futech-370	157	6	network	network	NOUN
futech-370	157	7	backbone	backbone	NOUN
futech-370	157	8	revealed	reveal	VERB
futech-370	157	9	that	that	SCONJ
futech-370	157	10	firms	firm	NOUN
futech-370	157	11	identified	identify	VERB
futech-370	157	12	as	as	SCONJ
futech-370	157	13	central	central	ADJ
futech-370	157	14	supply	supply	NOUN
futech-370	157	15	network	network	NOUN
futech-370	157	16	nodes	node	NOUN
futech-370	157	17	commonly	commonly	ADV
futech-370	157	18	worsened	worsen	VERB
futech-370	157	19	data	datum	NOUN
futech-370	157	20	integration	integration	NOUN
futech-370	157	21	fragmentation	fragmentation	NOUN
futech-370	157	22	,	,	PUNCT
futech-370	157	23	rather	rather	ADV
futech-370	157	24	than	than	ADP
futech-370	157	25	facilitating	facilitate	VERB
futech-370	157	26	integration	integration	NOUN
futech-370	157	27	,	,	PUNCT
futech-370	157	28	which	which	PRON
futech-370	157	29	is	be	AUX
futech-370	157	30	what	what	PRON
futech-370	157	31	one	one	PRON
futech-370	157	32	would	would	AUX
futech-370	157	33	logically	logically	ADV
futech-370	157	34	expect	expect	VERB
futech-370	157	35	.	.	PUNCT
futech-370	158	1	this	this	DET
futech-370	158	2	unexpected	unexpected	ADJ
futech-370	158	3	outcome	outcome	NOUN
futech-370	158	4	suggests	suggest	VERB
futech-370	158	5	that	that	SCONJ
futech-370	158	6	power	power	NOUN
futech-370	158	7	relations	relation	NOUN
futech-370	158	8	in	in	ADP
futech-370	158	9	supply	supply	NOUN
futech-370	158	10	networks	network	NOUN
futech-370	158	11	may	may	AUX
futech-370	158	12	tend	tend	VERB
futech-370	158	13	to	to	PART
futech-370	158	14	encourage	encourage	VERB
futech-370	158	15	control	control	NOUN
futech-370	158	16	over	over	ADP
futech-370	158	17	information	information	NOUN
futech-370	158	18	rather	rather	ADV
futech-370	158	19	than	than	ADP
futech-370	158	20	collaboration	collaboration	NOUN
futech-370	158	21	,	,	PUNCT
futech-370	158	22	even	even	ADV
futech-370	158	23	when	when	SCONJ
futech-370	158	24	benevolent	benevolent	ADJ
futech-370	158	25	central	central	ADJ
futech-370	158	26	figures	figure	NOUN
futech-370	158	27	are	be	AUX
futech-370	158	28	present	present	ADJ
futech-370	158	29	.	.	PUNCT
futech-370	159	1	the	the	DET
futech-370	159	2	interrelation	interrelation	NOUN
futech-370	159	3	of	of	ADP
futech-370	159	4	mechanisms	mechanism	NOUN
futech-370	159	5	leading	lead	VERB
futech-370	159	6	to	to	PART
futech-370	159	7	silo	silo	NOUN
futech-370	159	8	formation	formation	NOUN
futech-370	159	9	is	be	AUX
futech-370	159	10	examined	examine	VERB
futech-370	159	11	in	in	ADP
futech-370	159	12	figure	figure	NOUN
futech-370	159	13	2(d	2(d	NUM
futech-370	159	14	)	)	PUNCT
futech-370	159	15	,	,	PUNCT
futech-370	159	16	which	which	PRON
futech-370	159	17	identifies	identify	VERB
futech-370	159	18	underlying	underlie	VERB
futech-370	159	19	legacy	legacy	NOUN
futech-370	159	20	systems	system	NOUN
futech-370	159	21	and	and	CCONJ
futech-370	159	22	organizational	organizational	ADJ
futech-370	159	23	silos	silo	NOUN
futech-370	159	24	as	as	ADP
futech-370	159	25	central	central	ADJ
futech-370	159	26	nodes	node	NOUN
futech-370	159	27	that	that	PRON
futech-370	159	28	drive	drive	VERB
futech-370	159	29	other	other	ADJ
futech-370	159	30	fragmentation	fragmentation	NOUN
futech-370	159	31	motivators	motivator	NOUN
futech-370	159	32	such	such	ADJ
futech-370	159	33	as	as	ADP
futech-370	159	34	data	datum	NOUN
futech-370	159	35	confidentiality	confidentiality	NOUN
futech-370	159	36	,	,	PUNCT
futech-370	159	37	knowledge	knowledge	NOUN
futech-370	159	38	hoarding	hoarding	NOUN
futech-370	159	39	,	,	PUNCT
futech-370	159	40	and	and	CCONJ
futech-370	159	41	privacy	privacy	NOUN
futech-370	159	42	concerns	concern	NOUN
futech-370	159	43	.	.	PUNCT
futech-370	160	1	this	this	DET
futech-370	160	2	network	network	NOUN
futech-370	160	3	visualization	visualization	NOUN
futech-370	160	4	explains	explain	VERB
futech-370	160	5	why	why	SCONJ
futech-370	160	6	single	single	ADJ
futech-370	160	7	-	-	PUNCT
futech-370	160	8	dimension	dimension	NOUN
futech-370	160	9	interventions	intervention	NOUN
futech-370	160	10	typically	typically	ADV
futech-370	160	11	achieve	achieve	VERB
futech-370	160	12	limited	limited	ADJ
futech-370	160	13	success	success	NOUN
futech-370	160	14	in	in	ADP
futech-370	160	15	addressing	address	VERB
futech-370	160	16	multi	multi	ADJ
futech-370	160	17	-	-	ADJ
futech-370	160	18	faceted	faceted	ADJ
futech-370	160	19	silo	silo	NOUN
futech-370	160	20	structures	structure	NOUN
futech-370	160	21	.	.	PUNCT
futech-370	161	1	organizational	organizational	ADJ
futech-370	161	2	silos	silo	NOUN
futech-370	161	3	manifest	manifest	VERB
futech-370	161	4	through	through	ADP
futech-370	161	5	departmental	departmental	ADJ
futech-370	161	6	boundaries	boundary	NOUN
futech-370	161	7	that	that	PRON
futech-370	161	8	extend	extend	VERB
futech-370	161	9	beyond	beyond	ADP
futech-370	161	10	individual	individual	ADJ
futech-370	161	11	entities	entity	NOUN
futech-370	161	12	,	,	PUNCT
futech-370	161	13	creating	create	VERB
futech-370	161	14	"	"	PUNCT
futech-370	161	15	extended	extended	ADJ
futech-370	161	16	organizational	organizational	ADJ
futech-370	161	17	silos	silo	NOUN
futech-370	161	18	"	"	PUNCT
futech-370	161	19	which	which	PRON
futech-370	161	20	are	be	AUX
futech-370	161	21	particularly	particularly	ADV
futech-370	161	22	evident	evident	ADJ
futech-370	161	23	in	in	ADP
futech-370	161	24	large	large	ADJ
futech-370	161	25	electronics	electronic	NOUN
futech-370	161	26	and	and	CCONJ
futech-370	161	27	pharmaceutical	pharmaceutical	NOUN
futech-370	161	28	manufacturers	manufacturer	NOUN
futech-370	161	29	.	.	PUNCT
futech-370	162	1	competitive	competitive	ADJ
futech-370	162	2	silos	silo	NOUN
futech-370	162	3	,	,	PUNCT
futech-370	162	4	on	on	ADP
futech-370	162	5	the	the	DET
futech-370	162	6	other	other	ADJ
futech-370	162	7	hand	hand	NOUN
futech-370	162	8	,	,	PUNCT
futech-370	162	9	represent	represent	VERB
futech-370	162	10	strategic	strategic	ADJ
futech-370	162	11	barriers	barrier	NOUN
futech-370	162	12	that	that	PRON
futech-370	162	13	reduce	reduce	VERB
futech-370	162	14	information	information	NOUN
futech-370	162	15	sharing	sharing	NOUN
futech-370	162	16	by	by	ADP
futech-370	162	17	up	up	ADP
futech-370	162	18	to	to	PART
futech-370	162	19	62	62	NUM
futech-370	162	20	%	%	NOUN
futech-370	162	21	in	in	ADP
futech-370	162	22	high	high	ADJ
futech-370	162	23	-	-	PUNCT
futech-370	162	24	rivalry	rivalry	NOUN
futech-370	162	25	relationships	relationship	NOUN
futech-370	162	26	compared	compare	VERB
futech-370	162	27	to	to	ADP
futech-370	162	28	collaborative	collaborative	ADJ
futech-370	162	29	partnerships	partnership	NOUN
futech-370	162	30	.	.	PUNCT
futech-370	163	1	as	as	SCONJ
futech-370	163	2	detailed	detailed	ADJ
futech-370	163	3	in	in	ADP
futech-370	163	4	table	table	NOUN
futech-370	163	5	2	2	NUM
futech-370	163	6	,	,	PUNCT
futech-370	163	7	organizational	organizational	ADJ
futech-370	163	8	scale	scale	NOUN
futech-370	163	9	significantly	significantly	ADV
futech-370	163	10	influenced	influence	VERB
futech-370	163	11	both	both	DET
futech-370	163	12	silo	silo	NOUN
futech-370	163	13	characteristics	characteristic	NOUN
futech-370	163	14	and	and	CCONJ
futech-370	163	15	the	the	DET
futech-370	163	16	efficacy	efficacy	NOUN
futech-370	163	17	of	of	ADP
futech-370	163	18	integration	integration	NOUN
futech-370	163	19	approaches	approach	NOUN
futech-370	163	20	.	.	PUNCT
futech-370	164	1	large	large	ADJ
futech-370	164	2	enterprises	enterprise	NOUN
futech-370	164	3	(	(	PUNCT
futech-370	164	4	n=23	n=23	PROPN
futech-370	164	5	)	)	PUNCT
futech-370	164	6	demonstrated	demonstrate	VERB
futech-370	164	7	more	more	ADV
futech-370	164	8	pronounced	pronounced	ADJ
futech-370	164	9	technological	technological	ADJ
futech-370	164	10	and	and	CCONJ
futech-370	164	11	organizational	organizational	ADJ
futech-370	164	12	silos	silo	NOUN
futech-370	164	13	but	but	CCONJ
futech-370	164	14	possessed	possess	VERB
futech-370	164	15	greater	great	ADJ
futech-370	164	16	resources	resource	NOUN
futech-370	164	17	for	for	ADP
futech-370	164	18	integration	integration	NOUN
futech-370	164	19	initiatives	initiative	NOUN
futech-370	164	20	.	.	PUNCT
futech-370	165	1	medium	medium	ADJ
futech-370	165	2	-	-	PUNCT
futech-370	165	3	sized	sized	ADJ
futech-370	165	4	organizations	organization	NOUN
futech-370	165	5	(	(	PUNCT
futech-370	165	6	n=15	n=15	X
futech-370	165	7	)	)	PUNCT
futech-370	165	8	exhibited	exhibit	VERB
futech-370	165	9	the	the	DET
futech-370	165	10	highest	high	ADJ
futech-370	165	11	competitive	competitive	ADJ
futech-370	165	12	silo	silo	NOUN
futech-370	165	13	intensity	intensity	NOUN
futech-370	165	14	(	(	PUNCT
futech-370	165	15	classified	classify	VERB
futech-370	165	16	as	as	ADP
futech-370	165	17	"	"	PUNCT
futech-370	165	18	high	high	ADJ
futech-370	165	19	"	"	PUNCT
futech-370	165	20	for	for	ADP
futech-370	165	21	competitive	competitive	ADJ
futech-370	165	22	positioning	positioning	NOUN
futech-370	165	23	impediments	impediment	NOUN
futech-370	165	24	)	)	PUNCT
futech-370	165	25	,	,	PUNCT
futech-370	165	26	reflecting	reflect	VERB
futech-370	165	27	their	their	PRON
futech-370	165	28	vulnerable	vulnerable	ADJ
futech-370	165	29	position	position	NOUN
futech-370	165	30	in	in	ADP
futech-370	165	31	market	market	NOUN
futech-370	165	32	competition	competition	NOUN
futech-370	165	33	.	.	PUNCT
futech-370	166	1	small	small	ADJ
futech-370	166	2	enterprises	enterprise	NOUN
futech-370	166	3	(	(	PUNCT
futech-370	166	4	n	n	NOUN
futech-370	166	5	=	=	SYM
futech-370	166	6	9	9	NUM
futech-370	166	7	)	)	PUNCT
futech-370	166	8	exhibited	exhibit	VERB
futech-370	166	9	fewer	few	ADJ
futech-370	166	10	formal	formal	ADJ
futech-370	166	11	silos	silo	NOUN
futech-370	166	12	but	but	CCONJ
futech-370	166	13	struggled	struggle	VERB
futech-370	166	14	with	with	ADP
futech-370	166	15	resource	resource	NOUN
futech-370	166	16	limitations	limitation	NOUN
futech-370	166	17	that	that	PRON
futech-370	166	18	led	lead	VERB
futech-370	166	19	to	to	ADP
futech-370	166	20	de	de	X
futech-370	166	21	facto	facto	X
futech-370	166	22	information	information	NOUN
futech-370	166	23	isolation	isolation	NOUN
futech-370	166	24	due	due	ADP
futech-370	166	25	to	to	ADP
futech-370	166	26	capability	capability	NOUN
futech-370	166	27	constraints	constraint	NOUN
futech-370	166	28	rather	rather	ADV
futech-370	166	29	than	than	ADP
futech-370	166	30	intentional	intentional	ADJ
futech-370	166	31	barriers	barrier	NOUN
futech-370	166	32	.	.	PUNCT
futech-370	167	1	the	the	DET
futech-370	167	2	efficacy	efficacy	NOUN
futech-370	167	3	of	of	ADP
futech-370	167	4	ai	ai	NOUN
futech-370	167	5	-	-	PUNCT
futech-370	167	6	based	base	VERB
futech-370	167	7	solutions	solution	NOUN
futech-370	167	8	varied	vary	VERB
futech-370	167	9	significantly	significantly	ADV
futech-370	167	10	across	across	ADP
futech-370	167	11	different	different	ADJ
futech-370	167	12	industry	industry	NOUN
futech-370	167	13	contexts	contexts	NOUN
futech-370	167	14	,	,	PUNCT
futech-370	167	15	as	as	SCONJ
futech-370	167	16	shown	show	VERB
futech-370	167	17	in	in	ADP
futech-370	167	18	table	table	NOUN
futech-370	167	19	2	2	NUM
futech-370	167	20	.	.	PUNCT
futech-370	168	1	blockchain	blockchain	PROPN
futech-370	168	2	ledgers	ledgers	PROPN
futech-370	168	3	demonstrated	demonstrate	VERB
futech-370	168	4	the	the	DET
futech-370	168	5	highest	high	ADJ
futech-370	168	6	effectiveness	effectiveness	NOUN
futech-370	168	7	in	in	ADP
futech-370	168	8	aerospace	aerospace	NOUN
futech-370	168	9	organizations	organization	NOUN
futech-370	168	10	(	(	PUNCT
futech-370	168	11	82	82	NUM
futech-370	168	12	%	%	NOUN
futech-370	168	13	)	)	PUNCT
futech-370	168	14	,	,	PUNCT
futech-370	168	15	likely	likely	ADJ
futech-370	168	16	due	due	ADP
futech-370	168	17	to	to	ADP
futech-370	168	18	their	their	PRON
futech-370	168	19	compatibility	compatibility	NOUN
futech-370	168	20	with	with	ADP
futech-370	168	21	certification	certification	NOUN
futech-370	168	22	and	and	CCONJ
futech-370	168	23	traceability	traceability	NOUN
futech-370	168	24	requirements	requirement	NOUN
futech-370	168	25	.	.	PUNCT
futech-370	169	1	encrypted	encrypt	VERB
futech-370	169	2	knowledge	knowledge	NOUN
futech-370	169	3	sharing	sharing	NOUN
futech-370	169	4	techniques	technique	NOUN
futech-370	169	5	proved	prove	VERB
futech-370	169	6	most	most	ADV
futech-370	169	7	effective	effective	ADJ
futech-370	169	8	for	for	ADP
futech-370	169	9	electronics	electronic	NOUN
futech-370	169	10	manufacturers	manufacturer	NOUN
futech-370	169	11	(	(	PUNCT
futech-370	169	12	81	81	NUM
futech-370	169	13	%	%	NOUN
futech-370	169	14	)	)	PUNCT
futech-370	169	15	,	,	PUNCT
futech-370	169	16	addressing	address	VERB
futech-370	169	17	their	their	PRON
futech-370	169	18	predominant	predominant	ADJ
futech-370	169	19	concerns	concern	NOUN
futech-370	169	20	about	about	ADP
futech-370	169	21	intellectual	intellectual	ADJ
futech-370	169	22	property	property	NOUN
futech-370	169	23	protection	protection	NOUN
futech-370	169	24	.	.	PUNCT
futech-370	170	1	privacy	privacy	NOUN
futech-370	170	2	-	-	PUNCT
futech-370	170	3	preserving	preserve	VERB
futech-370	170	4	analytics	analytic	NOUN
futech-370	170	5	showed	show	VERB
futech-370	170	6	strong	strong	ADJ
futech-370	170	7	results	result	NOUN
futech-370	170	8	in	in	ADP
futech-370	170	9	pharmaceutical	pharmaceutical	ADJ
futech-370	170	10	settings	setting	NOUN
futech-370	170	11	(	(	PUNCT
futech-370	170	12	79	79	NUM
futech-370	170	13	%	%	NOUN
futech-370	170	14	)	)	PUNCT
futech-370	170	15	,	,	PUNCT
futech-370	170	16	aligning	align	VERB
futech-370	170	17	with	with	ADP
futech-370	170	18	their	their	PRON
futech-370	170	19	regulatory	regulatory	ADJ
futech-370	170	20	compliance	compliance	NOUN
futech-370	170	21	needs	need	NOUN
futech-370	170	22	.	.	PUNCT
futech-370	171	1	network	network	NOUN
futech-370	171	2	data	datum	NOUN
futech-370	171	3	analysis	analysis	NOUN
futech-370	171	4	through	through	ADP
futech-370	171	5	machine	machine	NOUN
futech-370	171	6	learning	learning	NOUN
futech-370	171	7	clustering	clustering	NOUN
futech-370	171	8	revealed	reveal	VERB
futech-370	171	9	four	four	NUM
futech-370	171	10	distinct	distinct	ADJ
futech-370	171	11	data	datum	NOUN
futech-370	171	12	silo	silo	NOUN
futech-370	171	13	ecosystem	ecosystem	NOUN
futech-370	171	14	patterns	pattern	NOUN
futech-370	171	15	,	,	PUNCT
futech-370	171	16	as	as	SCONJ
futech-370	171	17	illustrated	illustrate	VERB
futech-370	171	18	in	in	ADP
futech-370	171	19	figure	figure	NOUN
futech-370	171	20	3	3	NUM
futech-370	171	21	.	.	PUNCT
futech-370	172	1	these	these	DET
futech-370	172	2	patterns	pattern	NOUN
futech-370	172	3	—	—	PUNCT
futech-370	172	4	hierarchical	hierarchical	ADJ
futech-370	172	5	cascades	cascade	NOUN
futech-370	172	6	,	,	PUNCT
futech-370	172	7	parallel	parallel	ADJ
futech-370	172	8	fragments	fragment	NOUN
futech-370	172	9	,	,	PUNCT
futech-370	172	10	huband	huband	NOUN
futech-370	172	11	-	-	PUNCT
futech-370	172	12	spoke	speak	VERB
futech-370	172	13	isolations	isolation	NOUN
futech-370	172	14	,	,	PUNCT
futech-370	172	15	and	and	CCONJ
futech-370	172	16	mesh	mesh	NOUN
futech-370	172	17	diffusions	diffusion	NOUN
futech-370	172	18	—	—	PUNCT
futech-370	172	19	each	each	PRON
futech-370	172	20	exhibit	exhibit	VERB
futech-370	172	21	unique	unique	ADJ
futech-370	172	22	information	information	NOUN
futech-370	172	23	flow	flow	NOUN
futech-370	172	24	dynamics	dynamic	NOUN
futech-370	172	25	.	.	PUNCT
futech-370	173	1	the	the	DET
futech-370	173	2	hierarchical	hierarchical	ADJ
futech-370	173	3	cascade	cascade	NOUN
futech-370	173	4	pattern	pattern	NOUN
futech-370	173	5	(	(	PUNCT
futech-370	173	6	figure	figure	NOUN
futech-370	173	7	3(a	3(a	NUM
futech-370	173	8	)	)	PUNCT
futech-370	173	9	)	)	PUNCT
futech-370	173	10	features	feature	VERB
futech-370	173	11	information	information	NOUN
futech-370	173	12	flowing	flow	VERB
futech-370	173	13	sequentially	sequentially	ADV
futech-370	173	14	from	from	ADP
futech-370	173	15	upper	upper	ADJ
futech-370	173	16	to	to	ADP
futech-370	173	17	lower	low	ADJ
futech-370	173	18	tiers	tier	NOUN
futech-370	173	19	,	,	PUNCT
futech-370	173	20	a	a	DET
futech-370	173	21	common	common	ADJ
futech-370	173	22	pattern	pattern	NOUN
futech-370	173	23	found	find	VERB
futech-370	173	24	in	in	ADP
futech-370	173	25	automotive	automotive	ADJ
futech-370	173	26	supply	supply	NOUN
futech-370	173	27	chains	chain	NOUN
futech-370	173	28	dominated	dominate	VERB
futech-370	173	29	by	by	ADP
futech-370	173	30	powerful	powerful	ADJ
futech-370	173	31	core	core	NOUN
futech-370	173	32	manufacturers	manufacturer	NOUN
futech-370	173	33	.	.	PUNCT
futech-370	174	1	the	the	DET
futech-370	174	2	parallel	parallel	ADJ
futech-370	174	3	fragments	fragment	NOUN
futech-370	174	4	pattern	pattern	NOUN
futech-370	174	5	(	(	PUNCT
futech-370	174	6	figure	figure	NOUN
futech-370	174	7	3(b	3(b	NUM
futech-370	174	8	)	)	PUNCT
futech-370	174	9	)	)	PUNCT
futech-370	174	10	demonstrates	demonstrate	VERB
futech-370	174	11	efficient	efficient	ADJ
futech-370	174	12	information	information	NOUN
futech-370	174	13	flow	flow	NOUN
futech-370	174	14	within	within	ADP
futech-370	174	15	figure	figure	NOUN
futech-370	174	16	2	2	NUM
futech-370	174	17	.	.	PUNCT
futech-370	174	18	data	datum	NOUN
futech-370	174	19	silo	silo	NOUN
futech-370	174	20	types	type	NOUN
futech-370	174	21	and	and	CCONJ
futech-370	174	22	formation	formation	NOUN
futech-370	174	23	mechanisms	mechanism	NOUN
futech-370	174	24	in	in	ADP
futech-370	174	25	manufacturing	manufacturing	NOUN
futech-370	174	26	organizations	organization	NOUN
futech-370	174	27	(	(	PUNCT
futech-370	174	28	a	a	NOUN
futech-370	174	29	)	)	PUNCT
futech-370	174	30	distribution	distribution	NOUN
futech-370	174	31	of	of	ADP
futech-370	174	32	data	datum	NOUN
futech-370	174	33	silo	silo	NOUN
futech-370	174	34	types	type	NOUN
futech-370	174	35	.	.	PUNCT
futech-370	175	1	(	(	PUNCT
futech-370	175	2	b	b	X
futech-370	175	3	)	)	PUNCT
futech-370	175	4	correlation	correlation	NOUN
futech-370	175	5	of	of	ADP
futech-370	175	6	factors	factor	NOUN
futech-370	175	7	with	with	ADP
futech-370	175	8	silo	silo	NOUN
futech-370	175	9	formation	formation	NOUN
futech-370	175	10	.	.	PUNCT
futech-370	176	1	(	(	PUNCT
futech-370	176	2	c	c	X
futech-370	176	3	)	)	PUNCT
futech-370	176	4	industry	industry	NOUN
futech-370	176	5	comparison	comparison	NOUN
futech-370	176	6	of	of	ADP
futech-370	176	7	silo	silo	NOUN
futech-370	176	8	types	type	NOUN
futech-370	176	9	.	.	PUNCT
futech-370	177	1	(	(	PUNCT
futech-370	177	2	d	d	X
futech-370	177	3	)	)	PUNCT
futech-370	177	4	network	network	NOUN
futech-370	177	5	of	of	ADP
futech-370	177	6	silo	silo	NOUN
futech-370	177	7	formation	formation	NOUN
futech-370	177	8	mechanisms	mechanism	NOUN
futech-370	177	9	.	.	PUNCT
futech-370	178	1	q.	q.	PROPN
futech-370	178	2	ma	ma	PROPN
futech-370	178	3	&	&	CCONJ
futech-370	178	4	d.	d.	PROPN
futech-370	178	5	wu	wu	PROPN
futech-370	178	6	/future	/future	PUNCT
futech-370	178	7	technology	technology	PROPN
futech-370	178	8	august	august	PROPN
futech-370	178	9	2025|	2025|	NUM
futech-370	178	10	volume	volume	NOUN
futech-370	178	11	04	04	NUM
futech-370	179	1	|	|	NOUN
futech-370	179	2	issue	issue	NOUN
futech-370	179	3	03	03	NUM
futech-370	180	1	|	|	ADV
futech-370	180	2	pages	page	NOUN
futech-370	180	3	54	54	NUM
futech-370	180	4	-	-	SYM
futech-370	180	5	66	66	NUM
futech-370	180	6	59	59	NUM
futech-370	181	1	relatively	relatively	ADV
futech-370	181	2	isolated	isolated	ADJ
futech-370	181	3	parallel	parallel	ADJ
futech-370	181	4	structures	structure	NOUN
futech-370	181	5	,	,	PUNCT
futech-370	181	6	but	but	CCONJ
futech-370	181	7	limited	limited	ADJ
futech-370	181	8	crossstructure	crossstructure	ADJ
futech-370	181	9	sharing	sharing	NOUN
futech-370	181	10	,	,	PUNCT
futech-370	181	11	which	which	PRON
futech-370	181	12	is	be	AUX
futech-370	181	13	typically	typically	ADV
futech-370	181	14	observed	observe	VERB
futech-370	181	15	in	in	ADP
futech-370	181	16	competitive	competitive	ADJ
futech-370	181	17	supply	supply	NOUN
futech-370	181	18	relationships	relationship	NOUN
futech-370	181	19	within	within	ADP
futech-370	181	20	the	the	DET
futech-370	181	21	electronics	electronics	NOUN
futech-370	181	22	manufacturing	manufacturing	NOUN
futech-370	181	23	sector	sector	NOUN
futech-370	181	24	.	.	PUNCT
futech-370	182	1	the	the	DET
futech-370	182	2	hub	hub	NOUN
futech-370	182	3	-	-	PUNCT
futech-370	182	4	and	and	CCONJ
futech-370	182	5	-	-	PUNCT
futech-370	182	6	spoke	speak	VERB
futech-370	182	7	isolation	isolation	NOUN
futech-370	182	8	pattern	pattern	NOUN
futech-370	182	9	(	(	PUNCT
futech-370	182	10	figure	figure	NOUN
futech-370	182	11	3(c	3(c	NUM
futech-370	182	12	)	)	PUNCT
futech-370	182	13	)	)	PUNCT
futech-370	182	14	is	be	AUX
futech-370	182	15	characterized	characterize	VERB
futech-370	182	16	by	by	ADP
futech-370	182	17	a	a	DET
futech-370	182	18	central	central	ADJ
futech-370	182	19	node	node	NOUN
futech-370	182	20	that	that	PRON
futech-370	182	21	connects	connect	VERB
futech-370	182	22	independent	independent	ADJ
futech-370	182	23	peripheral	peripheral	ADJ
futech-370	182	24	participants	participant	NOUN
futech-370	182	25	,	,	PUNCT
futech-370	182	26	which	which	PRON
futech-370	182	27	is	be	AUX
futech-370	182	28	prevalent	prevalent	ADJ
futech-370	182	29	in	in	ADP
futech-370	182	30	the	the	DET
futech-370	182	31	aerospace	aerospace	NOUN
futech-370	182	32	industry	industry	NOUN
futech-370	182	33	's	's	PART
futech-370	182	34	stringent	stringent	ADJ
futech-370	182	35	certification	certification	NOUN
futech-370	182	36	environment	environment	NOUN
futech-370	182	37	.	.	PUNCT
futech-370	183	1	the	the	DET
futech-370	183	2	mesh	mesh	NOUN
futech-370	183	3	diffusion	diffusion	NOUN
futech-370	183	4	pattern	pattern	NOUN
futech-370	183	5	(	(	PUNCT
futech-370	183	6	figure	figure	NOUN
futech-370	183	7	3(d	3(d	NUM
futech-370	183	8	)	)	PUNCT
futech-370	183	9	)	)	PUNCT
futech-370	183	10	presents	present	VERB
futech-370	183	11	distributed	distribute	VERB
futech-370	183	12	connections	connection	NOUN
futech-370	183	13	without	without	ADP
futech-370	183	14	clear	clear	ADJ
futech-370	183	15	hierarchies	hierarchy	NOUN
futech-370	183	16	,	,	PUNCT
futech-370	183	17	a	a	DET
futech-370	183	18	frequently	frequently	ADV
futech-370	183	19	observed	observe	VERB
futech-370	183	20	phenomenon	phenomenon	NOUN
futech-370	183	21	in	in	ADP
futech-370	183	22	industries	industry	NOUN
futech-370	183	23	with	with	ADP
futech-370	183	24	a	a	DET
futech-370	183	25	high	high	ADJ
futech-370	183	26	dependency	dependency	NOUN
futech-370	183	27	on	on	ADP
futech-370	183	28	regional	regional	ADJ
futech-370	183	29	cooperation	cooperation	NOUN
futech-370	183	30	,	,	PUNCT
futech-370	183	31	such	such	ADJ
futech-370	183	32	as	as	ADP
futech-370	183	33	the	the	DET
futech-370	183	34	food	food	NOUN
futech-370	183	35	and	and	CCONJ
futech-370	183	36	beverage	beverage	NOUN
futech-370	183	37	sector	sector	NOUN
futech-370	183	38	.	.	PUNCT
futech-370	184	1	table	table	NOUN
futech-370	184	2	2	2	NUM
futech-370	184	3	.	.	PUNCT
futech-370	184	4	comparison	comparison	NOUN
futech-370	184	5	of	of	ADP
futech-370	184	6	data	datum	NOUN
futech-370	184	7	silo	silo	NOUN
futech-370	184	8	characteristics	characteristic	NOUN
futech-370	184	9	across	across	ADP
futech-370	184	10	industries	industry	NOUN
futech-370	184	11	and	and	CCONJ
futech-370	184	12	organizational	organizational	ADJ
futech-370	184	13	scales	scale	NOUN
futech-370	184	14	industry	industry	NOUN
futech-370	184	15	sector	sector	NOUN
futech-370	184	16	primary	primary	ADJ
futech-370	184	17	silo	silo	NOUN
futech-370	184	18	type	type	NOUN
futech-370	184	19	information	information	NOUN
futech-370	184	20	sharing	sharing	NOUN
futech-370	184	21	barriers	barrier	NOUN
futech-370	184	22	ai	ai	AUX
futech-370	184	23	-	-	PUNCT
futech-370	184	24	based	base	VERB
futech-370	184	25	solution	solution	NOUN
futech-370	184	26	efficacy	efficacy	NOUN
futech-370	184	27	automotive	automotive	ADJ
futech-370	184	28	(	(	PUNCT
futech-370	184	29	n=11	n=11	NOUN
futech-370	184	30	)	)	PUNCT
futech-370	184	31	organizational	organizational	ADJ
futech-370	184	32	(	(	PUNCT
futech-370	184	33	41	41	NUM
futech-370	184	34	%	%	NOUN
futech-370	184	35	)	)	PUNCT
futech-370	184	36	proprietary	proprietary	ADJ
futech-370	184	37	systems	system	NOUN
futech-370	184	38	(	(	PUNCT
futech-370	184	39	72	72	NUM
futech-370	184	40	%	%	NOUN
futech-370	184	41	)	)	PUNCT
futech-370	184	42	competitive	competitive	ADJ
futech-370	184	43	protection	protection	NOUN
futech-370	184	44	(	(	PUNCT
futech-370	184	45	68	68	NUM
futech-370	184	46	%	%	NOUN
futech-370	184	47	)	)	PUNCT
futech-370	184	48	process	process	NOUN
futech-370	184	49	automation	automation	NOUN
futech-370	184	50	(	(	PUNCT
futech-370	184	51	76	76	NUM
futech-370	184	52	%	%	NOUN
futech-370	184	53	)	)	PUNCT
futech-370	184	54	federated	federated	ADJ
futech-370	184	55	learning	learning	NOUN
futech-370	184	56	(	(	PUNCT
futech-370	184	57	68	68	NUM
futech-370	184	58	%	%	NOUN
futech-370	184	59	)	)	PUNCT
futech-370	184	60	electronics	electronic	NOUN
futech-370	184	61	(	(	PUNCT
futech-370	184	62	n=9	n=9	NOUN
futech-370	184	63	)	)	PUNCT
futech-370	184	64	competitive	competitive	ADJ
futech-370	184	65	(	(	PUNCT
futech-370	184	66	53	53	NUM
futech-370	184	67	%	%	NOUN
futech-370	184	68	)	)	PUNCT
futech-370	184	69	ip	ip	PRON
futech-370	184	70	protection	protection	NOUN
futech-370	184	71	concerns	concern	NOUN
futech-370	184	72	(	(	PUNCT
futech-370	184	73	84	84	NUM
futech-370	184	74	%	%	NOUN
futech-370	184	75	)	)	PUNCT
futech-370	184	76	innovation	innovation	NOUN
futech-370	184	77	cycles	cycle	NOUN
futech-370	184	78	(	(	PUNCT
futech-370	184	79	71	71	NUM
futech-370	184	80	%	%	NOUN
futech-370	184	81	)	)	PUNCT
futech-370	184	82	encrypted	encrypt	VERB
futech-370	184	83	sharing	sharing	NOUN
futech-370	184	84	(	(	PUNCT
futech-370	184	85	81	81	NUM
futech-370	184	86	%	%	NOUN
futech-370	184	87	)	)	PUNCT
futech-370	184	88	smart	smart	ADJ
futech-370	184	89	contracts	contract	NOUN
futech-370	184	90	(	(	PUNCT
futech-370	184	91	73	73	NUM
futech-370	184	92	%	%	NOUN
futech-370	184	93	)	)	PUNCT
futech-370	184	94	aerospace	aerospace	NOUN
futech-370	184	95	(	(	PUNCT
futech-370	184	96	n=8	n=8	NOUN
futech-370	184	97	)	)	PUNCT
futech-370	184	98	technological	technological	ADJ
futech-370	184	99	(	(	PUNCT
futech-370	184	100	62	62	NUM
futech-370	184	101	%	%	NOUN
futech-370	184	102	)	)	PUNCT
futech-370	184	103	certification	certification	NOUN
futech-370	184	104	requirements	requirement	NOUN
futech-370	184	105	(	(	PUNCT
futech-370	184	106	79	79	NUM
futech-370	184	107	%	%	NOUN
futech-370	184	108	)	)	PUNCT
futech-370	184	109	security	security	NOUN
futech-370	184	110	protocols	protocol	NOUN
futech-370	184	111	(	(	PUNCT
futech-370	184	112	76	76	NUM
futech-370	184	113	%	%	NOUN
futech-370	184	114	)	)	PUNCT
futech-370	184	115	secure	secure	ADJ
futech-370	184	116	middleware	middleware	NOUN
futech-370	184	117	(	(	PUNCT
futech-370	184	118	64	64	NUM
futech-370	184	119	%	%	NOUN
futech-370	184	120	)	)	PUNCT
futech-370	184	121	blockchain	blockchain	PROPN
futech-370	184	122	ledgers	ledger	NOUN
futech-370	184	123	(	(	PUNCT
futech-370	184	124	82	82	NUM
futech-370	184	125	%	%	NOUN
futech-370	184	126	)	)	PUNCT
futech-370	184	127	pharmaceutical	pharmaceutical	NOUN
futech-370	184	128	(	(	PUNCT
futech-370	184	129	n=7	n=7	PROPN
futech-370	184	130	)	)	PUNCT
futech-370	184	131	regulatory	regulatory	NOUN
futech-370	184	132	(	(	PUNCT
futech-370	184	133	57	57	NUM
futech-370	184	134	%	%	NOUN
futech-370	184	135	)	)	PUNCT
futech-370	184	136	compliance	compliance	NOUN
futech-370	184	137	frameworks	framework	NOUN
futech-370	184	138	(	(	PUNCT
futech-370	184	139	87	87	NUM
futech-370	184	140	%	%	NOUN
futech-370	184	141	)	)	PUNCT
futech-370	184	142	data	datum	NOUN
futech-370	184	143	privacy	privacy	NOUN
futech-370	184	144	(	(	PUNCT
futech-370	184	145	83	83	NUM
futech-370	184	146	%	%	NOUN
futech-370	184	147	)	)	PUNCT
futech-370	184	148	privacypreserving	privacypreserve	VERB
futech-370	184	149	analytics	analytic	NOUN
futech-370	184	150	(	(	PUNCT
futech-370	184	151	79	79	NUM
futech-370	184	152	%	%	NOUN
futech-370	184	153	)	)	PUNCT
futech-370	184	154	food	food	NOUN
futech-370	184	155	&	&	CCONJ
futech-370	184	156	beverage	beverage	PROPN
futech-370	184	157	(	(	PUNCT
futech-370	184	158	n=6	n=6	NOUN
futech-370	184	159	)	)	PUNCT
futech-370	184	160	geographical	geographical	NOUN
futech-370	184	161	(	(	PUNCT
futech-370	184	162	48	48	NUM
futech-370	184	163	%	%	NOUN
futech-370	184	164	)	)	PUNCT
futech-370	184	165	supply	supply	NOUN
futech-370	184	166	chain	chain	NOUN
futech-370	184	167	visibility	visibility	NOUN
futech-370	184	168	(	(	PUNCT
futech-370	184	169	65	65	NUM
futech-370	184	170	%	%	NOUN
futech-370	184	171	)	)	PUNCT
futech-370	184	172	traceability	traceability	NOUN
futech-370	184	173	(	(	PUNCT
futech-370	184	174	59	59	NUM
futech-370	184	175	%	%	NOUN
futech-370	184	176	)	)	PUNCT
futech-370	184	177	iot	iot	ADJ
futech-370	184	178	integration	integration	NOUN
futech-370	184	179	(	(	PUNCT
futech-370	184	180	74	74	NUM
futech-370	184	181	%	%	NOUN
futech-370	184	182	)	)	PUNCT
futech-370	184	183	distributed	distribute	VERB
futech-370	184	184	ml	ml	PROPN
futech-370	184	185	(	(	PUNCT
futech-370	184	186	63	63	NUM
futech-370	184	187	%	%	NOUN
futech-370	184	188	)	)	PUNCT
futech-370	184	189	organization	organization	NOUN
futech-370	184	190	scale	scale	NOUN
futech-370	184	191	primary	primary	ADJ
futech-370	184	192	data	data	NOUN
futech-370	184	193	flow	flow	NOUN
futech-370	184	194	impediments	impediment	VERB
futech-370	184	195	integration	integration	NOUN
futech-370	184	196	resources	resource	NOUN
futech-370	184	197	technology	technology	NOUN
futech-370	184	198	adoption	adoption	NOUN
futech-370	184	199	barriers	barrier	VERB
futech-370	184	200	large	large	ADJ
futech-370	184	201	(	(	PUNCT
futech-370	184	202	n=23	n=23	PROPN
futech-370	184	203	)	)	PUNCT
futech-370	184	204	complex	complex	ADJ
futech-370	184	205	hierarchies	hierarchy	NOUN
futech-370	184	206	(	(	PUNCT
futech-370	184	207	high	high	ADJ
futech-370	184	208	)	)	PUNCT
futech-370	184	209	system	system	NOUN
futech-370	184	210	fragmentation	fragmentation	NOUN
futech-370	184	211	(	(	PUNCT
futech-370	184	212	medium	medium	ADJ
futech-370	184	213	)	)	PUNCT
futech-370	184	214	high	high	ADJ
futech-370	184	215	financial	financial	ADJ
futech-370	184	216	resources	resource	NOUN
futech-370	184	217	medium	medium	ADJ
futech-370	184	218	implementation	implementation	NOUN
futech-370	184	219	agility	agility	NOUN
futech-370	184	220	lengthy	lengthy	ADJ
futech-370	184	221	approval	approval	NOUN
futech-370	184	222	processes	process	NOUN
futech-370	184	223	legacy	legacy	NOUN
futech-370	184	224	system	system	NOUN
futech-370	184	225	dependencies	dependencie	VERB
futech-370	184	226	medium	medium	ADJ
futech-370	184	227	(	(	PUNCT
futech-370	184	228	n=15	n=15	NUM
futech-370	184	229	)	)	PUNCT
futech-370	184	230	resource	resource	NOUN
futech-370	184	231	constraints	constraint	NOUN
futech-370	184	232	(	(	PUNCT
futech-370	184	233	medium	medium	ADJ
futech-370	184	234	)	)	PUNCT
futech-370	184	235	competitive	competitive	ADJ
futech-370	184	236	positioning	positioning	NOUN
futech-370	184	237	(	(	PUNCT
futech-370	184	238	high	high	ADJ
futech-370	184	239	)	)	PUNCT
futech-370	184	240	medium	medium	ADJ
futech-370	184	241	financial	financial	ADJ
futech-370	184	242	resources	resource	NOUN
futech-370	184	243	high	high	ADJ
futech-370	184	244	implementation	implementation	NOUN
futech-370	184	245	agility	agility	NOUN
futech-370	184	246	cost	cost	NOUN
futech-370	184	247	-	-	PUNCT
futech-370	184	248	benefit	benefit	NOUN
futech-370	184	249	uncertainty	uncertainty	NOUN
futech-370	184	250	technical	technical	ADJ
futech-370	184	251	expertise	expertise	NOUN
futech-370	184	252	limitations	limitation	VERB
futech-370	184	253	small	small	ADJ
futech-370	184	254	(	(	PUNCT
futech-370	184	255	n=9	n=9	NOUN
futech-370	184	256	)	)	PUNCT
futech-370	184	257	limited	limit	VERB
futech-370	184	258	it	it	PRON
futech-370	184	259	capabilities	capabilitie	VERB
futech-370	184	260	(	(	PUNCT
futech-370	184	261	high	high	ADJ
futech-370	184	262	)	)	PUNCT
futech-370	184	263	power	power	NOUN
futech-370	184	264	asymmetry	asymmetry	NOUN
futech-370	184	265	(	(	PUNCT
futech-370	184	266	high	high	ADJ
futech-370	184	267	)	)	PUNCT
futech-370	184	268	low	low	ADJ
futech-370	184	269	financial	financial	ADJ
futech-370	184	270	resources	resource	NOUN
futech-370	184	271	high	high	ADJ
futech-370	184	272	implementation	implementation	NOUN
futech-370	184	273	agility	agility	NOUN
futech-370	184	274	resource	resource	NOUN
futech-370	184	275	constraints	constraint	VERB
futech-370	184	276	technology	technology	NOUN
futech-370	184	277	access	access	NOUN
futech-370	184	278	limitations	limitation	NOUN
futech-370	184	279	these	these	DET
futech-370	184	280	patterns	pattern	NOUN
futech-370	184	281	and	and	CCONJ
futech-370	184	282	their	their	PRON
futech-370	184	283	characteristics	characteristic	NOUN
futech-370	184	284	provide	provide	VERB
futech-370	184	285	a	a	DET
futech-370	184	286	scientific	scientific	ADJ
futech-370	184	287	foundation	foundation	NOUN
futech-370	184	288	for	for	ADP
futech-370	184	289	designing	design	VERB
futech-370	184	290	targeted	target	VERB
futech-370	184	291	data	datum	NOUN
futech-370	184	292	integration	integration	NOUN
futech-370	184	293	intervention	intervention	NOUN
futech-370	184	294	strategies	strategy	NOUN
futech-370	184	295	,	,	PUNCT
futech-370	184	296	enabling	enable	VERB
futech-370	184	297	the	the	DET
futech-370	184	298	development	development	NOUN
futech-370	184	299	of	of	ADP
futech-370	184	300	personalized	personalized	ADJ
futech-370	184	301	multi	multi	ADJ
futech-370	184	302	-	-	ADJ
futech-370	184	303	tier	tier	ADJ
futech-370	184	304	supply	supply	NOUN
futech-370	184	305	chain	chain	NOUN
futech-370	184	306	data	datum	NOUN
futech-370	184	307	integration	integration	NOUN
futech-370	184	308	solutions	solution	NOUN
futech-370	184	309	based	base	VERB
futech-370	184	310	on	on	ADP
futech-370	184	311	specific	specific	ADJ
futech-370	184	312	industry	industry	NOUN
futech-370	184	313	and	and	CCONJ
futech-370	184	314	organizational	organizational	ADJ
futech-370	184	315	scale	scale	NOUN
futech-370	184	316	characteristics	characteristic	NOUN
futech-370	184	317	.	.	PUNCT
futech-370	185	1	figure	figure	NOUN
futech-370	185	2	3	3	NUM
futech-370	185	3	.	.	NOUN
futech-370	185	4	silo	silo	NOUN
futech-370	185	5	ecosystem	ecosystem	NOUN
futech-370	185	6	patterns	pattern	NOUN
futech-370	185	7	identified	identify	VERB
futech-370	185	8	through	through	ADP
futech-370	185	9	machine	machine	NOUN
futech-370	185	10	learning	learning	NOUN
futech-370	185	11	clustering	cluster	VERB
futech-370	185	12	(	(	PUNCT
futech-370	185	13	a	a	NOUN
futech-370	185	14	)	)	PUNCT
futech-370	185	15	hierarchical	hierarchical	ADJ
futech-370	185	16	cascades	cascade	NOUN
futech-370	185	17	.	.	PUNCT
futech-370	186	1	(	(	PUNCT
futech-370	186	2	b	b	X
futech-370	186	3	)	)	PUNCT
futech-370	186	4	parallel	parallel	ADJ
futech-370	186	5	fragments	fragment	NOUN
futech-370	186	6	.	.	PUNCT
futech-370	187	1	(	(	PUNCT
futech-370	187	2	c	c	X
futech-370	187	3	)	)	PUNCT
futech-370	187	4	hub	hub	NOUN
futech-370	187	5	-	-	PUNCT
futech-370	187	6	and	and	CCONJ
futech-370	187	7	-	-	PUNCT
futech-370	187	8	spoke	speak	VERB
futech-370	187	9	isolations	isolation	NOUN
futech-370	187	10	.	.	PUNCT
futech-370	188	1	(	(	PUNCT
futech-370	188	2	d	d	X
futech-370	188	3	)	)	PUNCT
futech-370	188	4	mesh	mesh	NOUN
futech-370	188	5	diffusions	diffusion	NOUN
futech-370	188	6	.	.	PUNCT
futech-370	189	1	3.2	3.2	NUM
futech-370	189	2	key	key	ADJ
futech-370	189	3	findings	finding	NOUN
futech-370	189	4	from	from	ADP
futech-370	189	5	cross	cross	ADJ
futech-370	189	6	-	-	ADJ
futech-370	189	7	tier	tier	ADJ
futech-370	189	8	collaboration	collaboration	NOUN
futech-370	189	9	case	case	NOUN
futech-370	189	10	studies	study	VERB
futech-370	189	11	the	the	DET
futech-370	189	12	in	in	ADP
futech-370	189	13	-	-	PUNCT
futech-370	189	14	depth	depth	NOUN
futech-370	189	15	analysis	analysis	NOUN
futech-370	189	16	of	of	ADP
futech-370	189	17	cross	cross	ADJ
futech-370	189	18	-	-	ADJ
futech-370	189	19	tier	tier	ADJ
futech-370	189	20	collaboration	collaboration	NOUN
futech-370	189	21	initiatives	initiative	NOUN
futech-370	189	22	revealed	reveal	VERB
futech-370	189	23	significant	significant	ADJ
futech-370	189	24	insights	insight	NOUN
futech-370	189	25	into	into	ADP
futech-370	189	26	both	both	CCONJ
futech-370	189	27	persistent	persistent	ADJ
futech-370	189	28	barriers	barrier	NOUN
futech-370	189	29	and	and	CCONJ
futech-370	189	30	promising	promise	VERB
futech-370	189	31	resolution	resolution	NOUN
futech-370	189	32	strategies	strategy	NOUN
futech-370	189	33	across	across	ADP
futech-370	189	34	multi	multi	ADJ
futech-370	189	35	-	-	ADJ
futech-370	189	36	tier	tier	ADJ
futech-370	189	37	supply	supply	NOUN
futech-370	189	38	chains	chain	NOUN
futech-370	189	39	.	.	PUNCT
futech-370	190	1	as	as	SCONJ
futech-370	190	2	illustrated	illustrate	VERB
futech-370	190	3	in	in	ADP
futech-370	190	4	table	table	NOUN
futech-370	190	5	3	3	NUM
futech-370	190	6	,	,	PUNCT
futech-370	190	7	trust	trust	NOUN
futech-370	190	8	deficit	deficit	NOUN
futech-370	190	9	emerged	emerge	VERB
futech-370	190	10	as	as	ADP
futech-370	190	11	the	the	DET
futech-370	190	12	most	most	ADV
futech-370	190	13	prevalent	prevalent	ADJ
futech-370	190	14	impediment	impediment	NOUN
futech-370	190	15	(	(	PUNCT
futech-370	190	16	76	76	NUM
futech-370	190	17	%	%	NOUN
futech-370	190	18	)	)	PUNCT
futech-370	190	19	,	,	PUNCT
futech-370	190	20	manifesting	manifest	VERB
futech-370	190	21	primarily	primarily	ADV
futech-370	190	22	through	through	ADP
futech-370	190	23	data	data	NOUN
futech-370	190	24	reliability	reliability	NOUN
futech-370	190	25	concerns	concern	NOUN
futech-370	190	26	(	(	PUNCT
futech-370	190	27	68	68	NUM
futech-370	190	28	%	%	NOUN
futech-370	190	29	)	)	PUNCT
futech-370	190	30	and	and	CCONJ
futech-370	190	31	visibility	visibility	NOUN
futech-370	190	32	reciprocity	reciprocity	NOUN
futech-370	190	33	fears	fear	NOUN
futech-370	190	34	(	(	PUNCT
futech-370	190	35	57	57	NUM
futech-370	190	36	%	%	NOUN
futech-370	190	37	)	)	PUNCT
futech-370	190	38	.	.	PUNCT
futech-370	191	1	this	this	DET
futech-370	191	2	trust	trust	NOUN
futech-370	191	3	barrier	barrier	NOUN
futech-370	191	4	typically	typically	ADV
futech-370	191	5	creates	create	VERB
futech-370	191	6	cascading	cascade	VERB
futech-370	191	7	effects	effect	NOUN
futech-370	191	8	throughout	throughout	ADP
futech-370	191	9	supply	supply	NOUN
futech-370	191	10	networks	network	NOUN
futech-370	191	11	,	,	PUNCT
futech-370	191	12	with	with	ADP
futech-370	191	13	downstream	downstream	ADJ
futech-370	191	14	suppliers	supplier	NOUN
futech-370	191	15	exhibiting	exhibit	VERB
futech-370	191	16	particular	particular	ADJ
futech-370	191	17	hesitancy	hesitancy	NOUN
futech-370	191	18	to	to	PART
futech-370	191	19	share	share	VERB
futech-370	191	20	operational	operational	ADJ
futech-370	191	21	data	datum	NOUN
futech-370	191	22	without	without	ADP
futech-370	191	23	guaranteed	guarantee	VERB
futech-370	191	24	reciprocal	reciprocal	ADJ
futech-370	191	25	transparency	transparency	NOUN
futech-370	191	26	.	.	PUNCT
futech-370	192	1	traditional	traditional	ADJ
futech-370	192	2	resolution	resolution	NOUN
futech-370	192	3	approaches	approach	NOUN
futech-370	192	4	,	,	PUNCT
futech-370	192	5	such	such	ADJ
futech-370	192	6	as	as	ADP
futech-370	192	7	contractual	contractual	ADJ
futech-370	192	8	agreements	agreement	NOUN
futech-370	192	9	,	,	PUNCT
futech-370	192	10	achieved	achieve	VERB
futech-370	192	11	only	only	ADV
futech-370	192	12	modest	modest	ADJ
futech-370	192	13	success	success	NOUN
futech-370	192	14	(	(	PUNCT
futech-370	192	15	53	53	NUM
futech-370	192	16	%	%	NOUN
futech-370	192	17	effectiveness	effectiveness	NOUN
futech-370	192	18	)	)	PUNCT
futech-370	192	19	.	.	PUNCT
futech-370	193	1	ai	ai	VERB
futech-370	193	2	-	-	PUNCT
futech-370	193	3	enhanced	enhance	VERB
futech-370	193	4	resolution	resolution	NOUN
futech-370	193	5	strategies	strategy	NOUN
futech-370	193	6	consistently	consistently	ADV
futech-370	193	7	outperformed	outperform	VERB
futech-370	193	8	traditional	traditional	ADJ
futech-370	193	9	approaches	approach	NOUN
futech-370	193	10	across	across	ADP
futech-370	193	11	all	all	DET
futech-370	193	12	barrier	barrier	NOUN
futech-370	193	13	categories	category	NOUN
futech-370	193	14	,	,	PUNCT
futech-370	193	15	with	with	ADP
futech-370	193	16	improvements	improvement	NOUN
futech-370	193	17	ranging	range	VERB
futech-370	193	18	from	from	ADP
futech-370	193	19	28	28	NUM
futech-370	193	20	%	%	NOUN
futech-370	193	21	to	to	PART
futech-370	193	22	58	58	NUM
futech-370	193	23	%	%	NOUN
futech-370	193	24	in	in	ADP
futech-370	193	25	key	key	ADJ
futech-370	193	26	effectiveness	effectiveness	NOUN
futech-370	193	27	metrics	metric	NOUN
futech-370	193	28	.	.	PUNCT
futech-370	194	1	competitive	competitive	ADJ
futech-370	194	2	exposure	exposure	NOUN
futech-370	194	3	represents	represent	VERB
futech-370	194	4	the	the	DET
futech-370	194	5	second	second	ADJ
futech-370	194	6	most	most	ADV
futech-370	194	7	significant	significant	ADJ
futech-370	194	8	barrier	barrier	NOUN
futech-370	194	9	(	(	PUNCT
futech-370	194	10	72	72	NUM
futech-370	194	11	%	%	NOUN
futech-370	194	12	)	)	PUNCT
futech-370	194	13	,	,	PUNCT
futech-370	194	14	as	as	SCONJ
futech-370	194	15	shown	show	VERB
futech-370	194	16	in	in	ADP
futech-370	194	17	table	table	NOUN
futech-370	194	18	3	3	NUM
futech-370	194	19	,	,	PUNCT
futech-370	194	20	characterized	characterize	VERB
futech-370	194	21	by	by	ADP
futech-370	194	22	proprietary	proprietary	ADJ
futech-370	194	23	data	datum	NOUN
futech-370	194	24	protection	protection	NOUN
futech-370	194	25	concerns	concern	NOUN
futech-370	194	26	(	(	PUNCT
futech-370	194	27	81	81	NUM
futech-370	194	28	%	%	NOUN
futech-370	194	29	)	)	PUNCT
futech-370	194	30	and	and	CCONJ
futech-370	194	31	fears	fear	NOUN
futech-370	194	32	of	of	ADP
futech-370	194	33	competitive	competitive	ADJ
futech-370	194	34	intelligence	intelligence	NOUN
futech-370	194	35	leakage	leakage	NOUN
futech-370	194	36	(	(	PUNCT
futech-370	194	37	74	74	NUM
futech-370	194	38	%	%	NOUN
futech-370	194	39	)	)	PUNCT
futech-370	194	40	.	.	PUNCT
futech-370	195	1	organizations	organization	NOUN
futech-370	195	2	operating	operate	VERB
futech-370	195	3	in	in	ADP
futech-370	195	4	high	high	ADJ
futech-370	195	5	-	-	PUNCT
futech-370	195	6	innovation	innovation	NOUN
futech-370	195	7	sectors	sector	NOUN
futech-370	195	8	demonstrated	demonstrate	VERB
futech-370	195	9	particular	particular	ADJ
futech-370	195	10	sensitivity	sensitivity	NOUN
futech-370	195	11	to	to	ADP
futech-370	195	12	these	these	DET
futech-370	195	13	concerns	concern	NOUN
futech-370	195	14	,	,	PUNCT
futech-370	195	15	with	with	ADP
futech-370	195	16	electronics	electronic	NOUN
futech-370	195	17	manufacturers	manufacturer	NOUN
futech-370	195	18	implementing	implement	VERB
futech-370	195	19	the	the	DET
futech-370	195	20	most	most	ADV
futech-370	195	21	restrictive	restrictive	ADJ
futech-370	195	22	information	information	NOUN
futech-370	195	23	-	-	PUNCT
futech-370	195	24	sharing	share	VERB
futech-370	195	25	policies	policy	NOUN
futech-370	195	26	.	.	PUNCT
futech-370	196	1	technical	technical	ADJ
futech-370	196	2	incompatibility	incompatibility	NOUN
futech-370	196	3	constituted	constitute	VERB
futech-370	196	4	another	another	DET
futech-370	196	5	substantial	substantial	ADJ
futech-370	196	6	barrier	barrier	NOUN
futech-370	196	7	(	(	PUNCT
futech-370	196	8	65	65	NUM
futech-370	196	9	%	%	NOUN
futech-370	196	10	)	)	PUNCT
futech-370	196	11	according	accord	VERB
futech-370	196	12	to	to	ADP
futech-370	196	13	table	table	NOUN
futech-370	196	14	3	3	NUM
futech-370	196	15	,	,	PUNCT
futech-370	196	16	particularly	particularly	ADV
futech-370	196	17	pronounced	pronounce	VERB
futech-370	196	18	in	in	ADP
futech-370	196	19	organizations	organization	NOUN
futech-370	196	20	with	with	ADP
futech-370	196	21	extensive	extensive	ADJ
futech-370	196	22	legacy	legacy	NOUN
futech-370	196	23	system	system	NOUN
futech-370	196	24	investments	investment	NOUN
futech-370	196	25	.	.	PUNCT
futech-370	197	1	the	the	DET
futech-370	197	2	case	case	NOUN
futech-370	197	3	studies	study	NOUN
futech-370	197	4	revealed	reveal	VERB
futech-370	197	5	that	that	SCONJ
futech-370	197	6	semantic	semantic	ADJ
futech-370	197	7	integration	integration	NOUN
futech-370	197	8	methods	method	NOUN
futech-370	197	9	(	(	PUNCT
futech-370	197	10	69	69	NUM
futech-370	197	11	%	%	NOUN
futech-370	197	12	)	)	PUNCT
futech-370	197	13	and	and	CCONJ
futech-370	197	14	neural	neural	ADJ
futech-370	197	15	translator	translator	NOUN
futech-370	197	16	networks	network	NOUN
futech-370	197	17	(	(	PUNCT
futech-370	197	18	74	74	NUM
futech-370	197	19	%	%	NOUN
futech-370	197	20	)	)	PUNCT
futech-370	197	21	significantly	significantly	ADV
futech-370	197	22	outperformed	outperform	VERB
futech-370	197	23	traditional	traditional	ADJ
futech-370	197	24	custom	custom	NOUN
futech-370	197	25	integration	integration	NOUN
futech-370	197	26	development	development	NOUN
futech-370	197	27	,	,	PUNCT
futech-370	197	28	reducing	reduce	VERB
futech-370	197	29	implementation	implementation	NOUN
futech-370	197	30	timelines	timeline	NOUN
futech-370	197	31	by	by	ADP
futech-370	197	32	28	28	NUM
futech-370	197	33	%	%	NOUN
futech-370	197	34	while	while	SCONJ
futech-370	197	35	lowering	lower	VERB
futech-370	197	36	maintenance	maintenance	NOUN
futech-370	197	37	requirements	requirement	NOUN
futech-370	197	38	by	by	ADP
futech-370	197	39	35	35	NUM
futech-370	197	40	%	%	NOUN
futech-370	197	41	.	.	PUNCT
futech-370	198	1	similarly	similarly	ADV
futech-370	198	2	,	,	PUNCT
futech-370	198	3	governance	governance	NOUN
futech-370	198	4	misalignment	misalignment	NOUN
futech-370	198	5	(	(	PUNCT
futech-370	198	6	63	63	NUM
futech-370	198	7	%	%	NOUN
futech-370	198	8	)	)	PUNCT
futech-370	198	9	and	and	CCONJ
futech-370	198	10	resource	resource	NOUN
futech-370	198	11	constraints	constraint	NOUN
futech-370	198	12	(	(	PUNCT
futech-370	198	13	58	58	NUM
futech-370	198	14	%	%	NOUN
futech-370	198	15	)	)	PUNCT
futech-370	198	16	posed	pose	VERB
futech-370	198	17	significant	significant	ADJ
futech-370	198	18	challenges	challenge	NOUN
futech-370	198	19	that	that	PRON
futech-370	198	20	were	be	AUX
futech-370	198	21	more	more	ADV
futech-370	198	22	effectively	effectively	ADV
futech-370	198	23	addressed	address	VERB
futech-370	198	24	through	through	ADP
futech-370	198	25	ai	ai	ADV
futech-370	198	26	-	-	PUNCT
futech-370	198	27	enhanced	enhance	VERB
futech-370	198	28	resolution	resolution	NOUN
futech-370	198	29	strategies	strategy	NOUN
futech-370	198	30	than	than	ADP
futech-370	198	31	traditional	traditional	ADJ
futech-370	198	32	approaches	approach	NOUN
futech-370	198	33	.	.	PUNCT
futech-370	199	1	q.	q.	PROPN
futech-370	199	2	ma	ma	PROPN
futech-370	199	3	&	&	CCONJ
futech-370	199	4	d.	d.	PROPN
futech-370	199	5	wu	wu	PROPN
futech-370	199	6	/future	/future	PUNCT
futech-370	199	7	technology	technology	PROPN
futech-370	199	8	august	august	PROPN
futech-370	199	9	2025|	2025|	NUM
futech-370	199	10	volume	volume	NOUN
futech-370	199	11	04	04	NUM
futech-370	200	1	|	|	NOUN
futech-370	200	2	issue	issue	NOUN
futech-370	200	3	03	03	NUM
futech-370	201	1	|	|	ADV
futech-370	201	2	pages	page	NOUN
futech-370	201	3	54	54	NUM
futech-370	201	4	-	-	SYM
futech-370	201	5	66	66	NUM
futech-370	201	6	60	60	NUM
futech-370	201	7	as	as	SCONJ
futech-370	201	8	shown	show	VERB
futech-370	201	9	in	in	ADP
futech-370	201	10	figure	figure	NOUN
futech-370	201	11	4(a	4(a	NUM
futech-370	201	12	)	)	PUNCT
futech-370	201	13	,	,	PUNCT
futech-370	201	14	examination	examination	NOUN
futech-370	201	15	of	of	ADP
futech-370	201	16	collaboration	collaboration	NOUN
futech-370	201	17	maturity	maturity	NOUN
futech-370	201	18	progression	progression	NOUN
futech-370	201	19	revealed	reveal	VERB
futech-370	201	20	a	a	DET
futech-370	201	21	clear	clear	ADJ
futech-370	201	22	inverse	inverse	NOUN
futech-370	201	23	relationship	relationship	NOUN
futech-370	201	24	between	between	ADP
futech-370	201	25	implementation	implementation	NOUN
futech-370	201	26	complexity	complexity	NOUN
futech-370	201	27	and	and	CCONJ
futech-370	201	28	success	success	NOUN
futech-370	201	29	rates	rate	NOUN
futech-370	201	30	as	as	SCONJ
futech-370	201	31	supply	supply	NOUN
futech-370	201	32	chains	chain	NOUN
futech-370	201	33	advanced	advanced	ADJ
futech-370	201	34	from	from	ADP
futech-370	201	35	initial	initial	ADJ
futech-370	201	36	connectivity	connectivity	NOUN
futech-370	201	37	toward	toward	ADP
futech-370	201	38	autonomous	autonomous	ADJ
futech-370	201	39	collaboration	collaboration	NOUN
futech-370	201	40	.	.	PUNCT
futech-370	202	1	while	while	SCONJ
futech-370	202	2	initial	initial	ADJ
futech-370	202	3	connectivity	connectivity	NOUN
futech-370	202	4	stages	stage	NOUN
futech-370	202	5	demonstrated	demonstrate	VERB
futech-370	202	6	high	high	ADJ
futech-370	202	7	implementation	implementation	NOUN
futech-370	202	8	rates	rate	NOUN
futech-370	202	9	(	(	PUNCT
futech-370	202	10	91	91	NUM
futech-370	202	11	%	%	NOUN
futech-370	202	12	)	)	PUNCT
futech-370	202	13	but	but	CCONJ
futech-370	202	14	modest	modest	ADJ
futech-370	202	15	success	success	NOUN
futech-370	202	16	(	(	PUNCT
futech-370	202	17	42	42	NUM
futech-370	202	18	%	%	NOUN
futech-370	202	19	)	)	PUNCT
futech-370	202	20	,	,	PUNCT
futech-370	202	21	organizations	organization	NOUN
futech-370	202	22	achieving	achieve	VERB
futech-370	202	23	autonomous	autonomous	ADJ
futech-370	202	24	collaboration	collaboration	NOUN
futech-370	202	25	reported	report	VERB
futech-370	202	26	substantially	substantially	ADV
futech-370	202	27	higher	high	ADJ
futech-370	202	28	success	success	NOUN
futech-370	202	29	rates	rate	NOUN
futech-370	202	30	(	(	PUNCT
futech-370	202	31	91	91	NUM
futech-370	202	32	%	%	NOUN
futech-370	202	33	)	)	PUNCT
futech-370	202	34	despite	despite	SCONJ
futech-370	202	35	lower	low	ADJ
futech-370	202	36	implementation	implementation	NOUN
futech-370	202	37	rates	rate	NOUN
futech-370	202	38	(	(	PUNCT
futech-370	202	39	15	15	NUM
futech-370	202	40	%	%	NOUN
futech-370	202	41	)	)	PUNCT
futech-370	202	42	.	.	PUNCT
futech-370	203	1	this	this	DET
futech-370	203	2	pattern	pattern	NOUN
futech-370	203	3	highlights	highlight	VERB
futech-370	203	4	the	the	DET
futech-370	203	5	critical	critical	ADJ
futech-370	203	6	importance	importance	NOUN
futech-370	203	7	of	of	ADP
futech-370	203	8	strategic	strategic	ADJ
futech-370	203	9	phasing	phasing	NOUN
futech-370	203	10	when	when	SCONJ
futech-370	203	11	implementing	implement	VERB
futech-370	203	12	cross	cross	ADJ
futech-370	203	13	-	-	ADJ
futech-370	203	14	tier	tier	ADJ
futech-370	203	15	data	datum	NOUN
futech-370	203	16	integration	integration	NOUN
futech-370	203	17	initiatives	initiative	NOUN
futech-370	203	18	.	.	PUNCT
futech-370	204	1	figure	figure	NOUN
futech-370	204	2	4(b	4(b	NUM
futech-370	204	3	)	)	PUNCT
futech-370	204	4	demonstrates	demonstrate	VERB
futech-370	204	5	how	how	SCONJ
futech-370	204	6	integration	integration	NOUN
futech-370	204	7	barriers	barrier	NOUN
futech-370	204	8	varied	varied	ADJ
futech-370	204	9	considerably	considerably	ADV
futech-370	204	10	by	by	ADP
futech-370	204	11	organizational	organizational	ADJ
futech-370	204	12	size	size	NOUN
futech-370	204	13	,	,	PUNCT
futech-370	204	14	with	with	ADP
futech-370	204	15	small	small	ADJ
futech-370	204	16	organizations	organization	NOUN
futech-370	204	17	facing	face	VERB
futech-370	204	18	disproportionate	disproportionate	ADJ
futech-370	204	19	challenges	challenge	NOUN
futech-370	204	20	with	with	ADP
futech-370	204	21	resource	resource	NOUN
futech-370	204	22	constraints	constraint	NOUN
futech-370	204	23	(	(	PUNCT
futech-370	204	24	63	63	NUM
futech-370	204	25	%	%	NOUN
futech-370	204	26	)	)	PUNCT
futech-370	204	27	and	and	CCONJ
futech-370	204	28	power	power	NOUN
futech-370	204	29	asymmetry	asymmetry	NOUN
futech-370	204	30	(	(	PUNCT
futech-370	204	31	71	71	NUM
futech-370	204	32	%	%	NOUN
futech-370	204	33	)	)	PUNCT
futech-370	204	34	,	,	PUNCT
futech-370	204	35	while	while	SCONJ
futech-370	204	36	large	large	ADJ
futech-370	204	37	organizations	organization	NOUN
futech-370	204	38	encountered	encounter	VERB
futech-370	204	39	greater	great	ADJ
futech-370	204	40	technical	technical	ADJ
futech-370	204	41	compatibility	compatibility	NOUN
futech-370	204	42	(	(	PUNCT
futech-370	204	43	45	45	NUM
futech-370	204	44	%	%	NOUN
futech-370	204	45	)	)	PUNCT
futech-370	204	46	and	and	CCONJ
futech-370	204	47	governance	governance	NOUN
futech-370	204	48	alignment	alignment	NOUN
futech-370	204	49	(	(	PUNCT
futech-370	204	50	52	52	NUM
futech-370	204	51	%	%	NOUN
futech-370	204	52	)	)	PUNCT
futech-370	204	53	challenges	challenge	NOUN
futech-370	204	54	.	.	PUNCT
futech-370	205	1	these	these	DET
futech-370	205	2	differentiated	differentiate	VERB
futech-370	205	3	patterns	pattern	NOUN
futech-370	205	4	necessitate	necessitate	ADJ
futech-370	205	5	tailored	tailor	VERB
futech-370	205	6	integration	integration	NOUN
futech-370	205	7	approaches	approach	NOUN
futech-370	205	8	rather	rather	ADV
futech-370	205	9	than	than	ADP
futech-370	205	10	one	one	NUM
futech-370	205	11	-	-	PUNCT
futech-370	205	12	size	size	NOUN
futech-370	205	13	-	-	PUNCT
futech-370	205	14	fits	fit	VERB
futech-370	205	15	-	-	PUNCT
futech-370	205	16	all	all	DET
futech-370	205	17	solutions	solution	NOUN
futech-370	205	18	,	,	PUNCT
futech-370	205	19	particularly	particularly	ADV
futech-370	205	20	when	when	SCONJ
futech-370	205	21	addressing	address	VERB
futech-370	205	22	the	the	DET
futech-370	205	23	complexities	complexity	NOUN
futech-370	205	24	of	of	ADP
futech-370	205	25	multi	multi	ADJ
futech-370	205	26	-	-	ADJ
futech-370	205	27	tier	tier	ADJ
futech-370	205	28	supply	supply	NOUN
futech-370	205	29	chains	chain	NOUN
futech-370	205	30	.	.	PUNCT
futech-370	206	1	figure	figure	NOUN
futech-370	206	2	4(c	4(c	NUM
futech-370	206	3	)	)	PUNCT
futech-370	206	4	demonstrates	demonstrate	VERB
futech-370	206	5	varying	vary	VERB
futech-370	206	6	collaboration	collaboration	NOUN
futech-370	206	7	pattern	pattern	NOUN
futech-370	206	8	effectiveness	effectiveness	NOUN
futech-370	206	9	,	,	PUNCT
futech-370	206	10	with	with	ADP
futech-370	206	11	federation	federation	NOUN
futech-370	206	12	-	-	PUNCT
futech-370	206	13	driven	drive	VERB
futech-370	206	14	approaches	approach	NOUN
futech-370	206	15	achieving	achieve	VERB
futech-370	206	16	the	the	DET
futech-370	206	17	highest	high	ADJ
futech-370	206	18	integration	integration	NOUN
futech-370	206	19	success	success	NOUN
futech-370	206	20	rates	rate	NOUN
futech-370	206	21	(	(	PUNCT
futech-370	206	22	87	87	NUM
futech-370	206	23	%	%	NOUN
futech-370	206	24	)	)	PUNCT
futech-370	206	25	.	.	PUNCT
futech-370	207	1	perhaps	perhaps	ADV
futech-370	207	2	most	most	ADV
futech-370	207	3	significantly	significantly	ADV
futech-370	207	4	,	,	PUNCT
futech-370	207	5	as	as	SCONJ
futech-370	207	6	shown	show	VERB
futech-370	207	7	in	in	ADP
futech-370	207	8	figure	figure	NOUN
futech-370	207	9	4(d	4(d	NUM
futech-370	207	10	)	)	PUNCT
futech-370	207	11	,	,	PUNCT
futech-370	207	12	organizations	organization	NOUN
futech-370	207	13	implementing	implement	VERB
futech-370	207	14	ai	ai	ADJ
futech-370	207	15	-	-	PUNCT
futech-370	207	16	enhanced	enhance	VERB
futech-370	207	17	strategies	strategy	NOUN
futech-370	207	18	reached	reach	VERB
futech-370	207	19	effective	effective	ADJ
futech-370	207	20	integration	integration	NOUN
futech-370	207	21	thresholds	threshold	VERB
futech-370	207	22	approximately	approximately	ADV
futech-370	207	23	5.3	5.3	NUM
futech-370	207	24	months	month	NOUN
futech-370	207	25	earlier	early	ADV
futech-370	207	26	than	than	ADP
futech-370	207	27	those	those	PRON
futech-370	207	28	utilizing	utilize	VERB
futech-370	207	29	traditional	traditional	ADJ
futech-370	207	30	approaches	approach	NOUN
futech-370	207	31	,	,	PUNCT
futech-370	207	32	representing	represent	VERB
futech-370	207	33	a	a	DET
futech-370	207	34	41	41	NUM
futech-370	207	35	%	%	NOUN
futech-370	207	36	reduction	reduction	NOUN
futech-370	207	37	in	in	ADP
futech-370	207	38	time	time	NOUN
futech-370	207	39	-	-	PUNCT
futech-370	207	40	to	to	ADP
futech-370	207	41	-	-	PUNCT
futech-370	207	42	value	value	NOUN
futech-370	207	43	.	.	PUNCT
futech-370	208	1	these	these	DET
futech-370	208	2	findings	finding	NOUN
futech-370	208	3	underscore	underscore	VERB
futech-370	208	4	the	the	DET
futech-370	208	5	transformative	transformative	ADJ
futech-370	208	6	potential	potential	NOUN
futech-370	208	7	of	of	ADP
futech-370	208	8	intelligent	intelligent	ADJ
futech-370	208	9	collaborative	collaborative	ADJ
futech-370	208	10	mechanisms	mechanism	NOUN
futech-370	208	11	in	in	ADP
futech-370	208	12	breaking	break	VERB
futech-370	208	13	down	down	ADP
futech-370	208	14	long	long	ADV
futech-370	208	15	-	-	PUNCT
futech-370	208	16	standing	stand	VERB
futech-370	208	17	data	data	NOUN
futech-370	208	18	silos	silo	NOUN
futech-370	208	19	across	across	ADP
futech-370	208	20	multi	multi	ADJ
futech-370	208	21	-	-	ADJ
futech-370	208	22	tier	tier	ADJ
futech-370	208	23	supply	supply	NOUN
futech-370	208	24	chains	chain	NOUN
futech-370	208	25	.	.	PUNCT
futech-370	209	1	3.3	3.3	NUM
futech-370	209	2	performance	performance	NOUN
futech-370	209	3	evaluation	evaluation	NOUN
futech-370	209	4	and	and	CCONJ
futech-370	209	5	predictive	predictive	ADJ
futech-370	209	6	analysis	analysis	NOUN
futech-370	209	7	of	of	ADP
futech-370	209	8	the	the	DET
futech-370	209	9	hybrid	hybrid	ADJ
futech-370	209	10	intelligent	intelligent	ADJ
futech-370	209	11	architecture	architecture	NOUN
futech-370	209	12	the	the	DET
futech-370	209	13	hybrid	hybrid	ADJ
futech-370	209	14	intelligent	intelligent	ADJ
futech-370	209	15	architecture	architecture	NOUN
futech-370	209	16	underwent	undergo	VERB
futech-370	209	17	comprehensive	comprehensive	ADJ
futech-370	209	18	evaluation	evaluation	NOUN
futech-370	209	19	through	through	ADP
futech-370	209	20	controlled	control	VERB
futech-370	209	21	experiments	experiment	NOUN
futech-370	209	22	across	across	ADP
futech-370	209	23	47	47	NUM
futech-370	209	24	manufacturing	manufacturing	NOUN
futech-370	209	25	organizations	organization	NOUN
futech-370	209	26	,	,	PUNCT
futech-370	209	27	revealing	reveal	VERB
futech-370	209	28	significant	significant	ADJ
futech-370	209	29	improvements	improvement	NOUN
futech-370	209	30	in	in	ADP
futech-370	209	31	both	both	PRON
futech-370	209	32	operational	operational	ADJ
futech-370	209	33	efficiency	efficiency	NOUN
futech-370	209	34	and	and	CCONJ
futech-370	209	35	predictive	predictive	ADJ
futech-370	209	36	capabilities	capability	NOUN
futech-370	209	37	.	.	PUNCT
futech-370	210	1	empirical	empirical	ADJ
futech-370	210	2	evaluation	evaluation	NOUN
futech-370	210	3	demonstrates	demonstrate	VERB
futech-370	210	4	that	that	SCONJ
futech-370	210	5	the	the	DET
futech-370	210	6	proposed	propose	VERB
futech-370	210	7	architecture	architecture	NOUN
futech-370	210	8	outperformed	outperform	VERB
futech-370	210	9	conventional	conventional	ADJ
futech-370	210	10	integration	integration	NOUN
futech-370	210	11	approaches	approach	VERB
futech-370	210	12	across	across	ADP
futech-370	210	13	multiple	multiple	ADJ
futech-370	210	14	performance	performance	NOUN
futech-370	210	15	table	table	NOUN
futech-370	210	16	3	3	NUM
futech-370	210	17	.	.	PUNCT
futech-370	210	18	analysis	analysis	NOUN
futech-370	210	19	of	of	ADP
futech-370	210	20	cross	cross	ADJ
futech-370	210	21	-	-	ADJ
futech-370	210	22	tier	tier	ADJ
futech-370	210	23	collaboration	collaboration	NOUN
futech-370	210	24	barriers	barrier	NOUN
futech-370	210	25	and	and	CCONJ
futech-370	210	26	resolution	resolution	NOUN
futech-370	210	27	strategies	strategy	NOUN
futech-370	210	28	barrier	barrier	NOUN
futech-370	210	29	category	category	NOUN
futech-370	210	30	prevalence	prevalence	NOUN
futech-370	210	31	primary	primary	ADJ
futech-370	210	32	manifestations	manifestation	NOUN
futech-370	210	33	traditional	traditional	ADJ
futech-370	210	34	resolution	resolution	NOUN
futech-370	210	35	approaches	approach	VERB
futech-370	210	36	ai	ai	VERB
futech-370	210	37	-	-	PUNCT
futech-370	210	38	enhanced	enhance	VERB
futech-370	210	39	resolution	resolution	NOUN
futech-370	210	40	strategies	strategy	NOUN
futech-370	210	41	performance	performance	NOUN
futech-370	210	42	improvement	improvement	NOUN
futech-370	210	43	(	(	PUNCT
futech-370	210	44	%	%	INTJ
futech-370	210	45	)	)	PUNCT
futech-370	210	46	trust	trust	NOUN
futech-370	210	47	deficit	deficit	NOUN
futech-370	210	48	76	76	NUM
futech-370	210	49	%	%	NOUN
futech-370	210	50	data	datum	NOUN
futech-370	210	51	reliability	reliability	NOUN
futech-370	210	52	concerns	concern	NOUN
futech-370	210	53	(	(	PUNCT
futech-370	210	54	68	68	NUM
futech-370	210	55	%	%	NOUN
futech-370	210	56	)	)	PUNCT
futech-370	210	57	visibility	visibility	NOUN
futech-370	210	58	reciprocity	reciprocity	NOUN
futech-370	210	59	fears	fear	NOUN
futech-370	210	60	(	(	PUNCT
futech-370	210	61	57	57	NUM
futech-370	210	62	%	%	NOUN
futech-370	210	63	)	)	PUNCT
futech-370	210	64	historical	historical	ADJ
futech-370	210	65	relationship	relationship	NOUN
futech-370	210	66	issues	issue	NOUN
futech-370	210	67	(	(	PUNCT
futech-370	210	68	43	43	NUM
futech-370	210	69	%	%	NOUN
futech-370	210	70	)	)	PUNCT
futech-370	210	71	contractual	contractual	ADJ
futech-370	210	72	agreements	agreement	NOUN
futech-370	210	73	(	(	PUNCT
futech-370	210	74	53	53	NUM
futech-370	210	75	%	%	NOUN
futech-370	210	76	)	)	PUNCT
futech-370	210	77	executive	executive	NOUN
futech-370	210	78	relationship	relationship	NOUN
futech-370	210	79	building	building	NOUN
futech-370	210	80	(	(	PUNCT
futech-370	210	81	47	47	NUM
futech-370	210	82	%	%	NOUN
futech-370	210	83	)	)	PUNCT
futech-370	210	84	graduated	graduate	VERB
futech-370	210	85	information	information	NOUN
futech-370	210	86	sharing	sharing	NOUN
futech-370	210	87	(	(	PUNCT
futech-370	210	88	39	39	NUM
futech-370	210	89	%	%	NOUN
futech-370	210	90	)	)	PUNCT
futech-370	210	91	blockchain	blockchain	PROPN
futech-370	210	92	-	-	PUNCT
futech-370	210	93	based	base	VERB
futech-370	210	94	verification	verification	NOUN
futech-370	210	95	(	(	PUNCT
futech-370	210	96	73	73	NUM
futech-370	210	97	%	%	NOUN
futech-370	210	98	)	)	PUNCT
futech-370	210	99	smart	smart	ADJ
futech-370	210	100	contract	contract	NOUN
futech-370	210	101	enforcement	enforcement	NOUN
futech-370	210	102	(	(	PUNCT
futech-370	210	103	68	68	NUM
futech-370	210	104	%	%	NOUN
futech-370	210	105	)	)	PUNCT
futech-370	210	106	reputation	reputation	NOUN
futech-370	210	107	systems	system	NOUN
futech-370	210	108	(	(	PUNCT
futech-370	210	109	62	62	NUM
futech-370	210	110	%	%	NOUN
futech-370	210	111	)	)	PUNCT
futech-370	210	112	trust	trust	NOUN
futech-370	210	113	deficit	deficit	NOUN
futech-370	210	114	:	:	PUNCT
futech-370	210	115	+37	+37	NUM
futech-370	210	116	%	%	NOUN
futech-370	210	117	resolution	resolution	NOUN
futech-370	210	118	rate	rate	NOUN
futech-370	210	119	,	,	PUNCT
futech-370	210	120	+43	+43	PROPN
futech-370	210	121	%	%	NOUN
futech-370	210	122	speed	speed	NOUN
futech-370	210	123	competitive	competitive	ADJ
futech-370	210	124	exposure	exposure	NOUN
futech-370	210	125	72	72	NUM
futech-370	210	126	%	%	NOUN
futech-370	210	127	proprietary	proprietary	ADJ
futech-370	210	128	data	datum	NOUN
futech-370	210	129	protection	protection	NOUN
futech-370	210	130	(	(	PUNCT
futech-370	210	131	81	81	NUM
futech-370	210	132	%	%	NOUN
futech-370	210	133	)	)	PUNCT
futech-370	210	134	competitive	competitive	ADJ
futech-370	210	135	intelligence	intelligence	NOUN
futech-370	210	136	leakage	leakage	NOUN
futech-370	210	137	(	(	PUNCT
futech-370	210	138	74	74	NUM
futech-370	210	139	%	%	NOUN
futech-370	210	140	)	)	PUNCT
futech-370	210	141	bargaining	bargaining	NOUN
futech-370	210	142	power	power	NOUN
futech-370	210	143	concerns	concern	NOUN
futech-370	210	144	(	(	PUNCT
futech-370	210	145	63	63	NUM
futech-370	210	146	%	%	NOUN
futech-370	210	147	)	)	PUNCT
futech-370	210	148	data	datum	NOUN
futech-370	210	149	anonymization	anonymization	NOUN
futech-370	210	150	(	(	PUNCT
futech-370	210	151	48	48	NUM
futech-370	210	152	%	%	NOUN
futech-370	210	153	)	)	PUNCT
futech-370	210	154	limited	limited	ADJ
futech-370	210	155	domain	domain	NOUN
futech-370	210	156	sharing	sharing	NOUN
futech-370	210	157	(	(	PUNCT
futech-370	210	158	56	56	NUM
futech-370	210	159	%	%	NOUN
futech-370	210	160	)	)	PUNCT
futech-370	210	161	third	third	ADJ
futech-370	210	162	-	-	PUNCT
futech-370	210	163	party	party	NOUN
futech-370	210	164	intermediaries	intermediary	NOUN
futech-370	210	165	(	(	PUNCT
futech-370	210	166	52	52	NUM
futech-370	210	167	%	%	NOUN
futech-370	210	168	)	)	PUNCT
futech-370	210	169	federated	federated	ADJ
futech-370	210	170	learning	learning	NOUN
futech-370	210	171	models	model	NOUN
futech-370	210	172	(	(	PUNCT
futech-370	210	173	81	81	NUM
futech-370	210	174	%	%	NOUN
futech-370	210	175	)	)	PUNCT
futech-370	210	176	differential	differential	NOUN
futech-370	210	177	privacy	privacy	NOUN
futech-370	210	178	techniques	technique	NOUN
futech-370	210	179	(	(	PUNCT
futech-370	210	180	76	76	NUM
futech-370	210	181	%	%	NOUN
futech-370	210	182	)	)	PUNCT
futech-370	210	183	zero	zero	NUM
futech-370	210	184	-	-	PUNCT
futech-370	210	185	knowledge	knowledge	NOUN
futech-370	210	186	proofs	proof	NOUN
futech-370	210	187	(	(	PUNCT
futech-370	210	188	67	67	NUM
futech-370	210	189	%	%	NOUN
futech-370	210	190	)	)	PUNCT
futech-370	210	191	competitive	competitive	ADJ
futech-370	210	192	exposure	exposure	NOUN
futech-370	210	193	:	:	PUNCT
futech-370	210	194	+46	+46	NOUN
futech-370	210	195	%	%	NOUN
futech-370	210	196	adoption	adoption	NOUN
futech-370	210	197	,	,	PUNCT
futech-370	210	198	+58	+58	ADJ
futech-370	210	199	%	%	NOUN
futech-370	210	200	retention	retention	NOUN
futech-370	210	201	technical	technical	ADJ
futech-370	210	202	incompatibility	incompatibility	NOUN
futech-370	210	203	65	65	NUM
futech-370	210	204	%	%	NOUN
futech-370	210	205	api	api	NOUN
futech-370	210	206	/	/	SYM
futech-370	210	207	interface	interface	NOUN
futech-370	210	208	limitations	limitation	NOUN
futech-370	210	209	(	(	PUNCT
futech-370	210	210	73	73	NUM
futech-370	210	211	%	%	NOUN
futech-370	210	212	)	)	PUNCT
futech-370	210	213	data	datum	NOUN
futech-370	210	214	format	format	NOUN
futech-370	210	215	inconsistencies	inconsistency	NOUN
futech-370	210	216	(	(	PUNCT
futech-370	210	217	68	68	NUM
futech-370	210	218	%	%	NOUN
futech-370	210	219	)	)	PUNCT
futech-370	210	220	legacy	legacy	NOUN
futech-370	210	221	system	system	NOUN
futech-370	210	222	constraints	constraint	NOUN
futech-370	210	223	(	(	PUNCT
futech-370	210	224	59	59	NUM
futech-370	210	225	%	%	NOUN
futech-370	210	226	)	)	PUNCT
futech-370	210	227	custom	custom	NOUN
futech-370	210	228	integration	integration	NOUN
futech-370	210	229	development	development	NOUN
futech-370	210	230	(	(	PUNCT
futech-370	210	231	62	62	NUM
futech-370	210	232	%	%	NOUN
futech-370	210	233	)	)	PUNCT
futech-370	210	234	data	datum	NOUN
futech-370	210	235	transformation	transformation	NOUN
futech-370	210	236	services	service	NOUN
futech-370	210	237	(	(	PUNCT
futech-370	210	238	57	57	NUM
futech-370	210	239	%	%	NOUN
futech-370	210	240	)	)	PUNCT
futech-370	210	241	middleware	middleware	NOUN
futech-370	210	242	deployment	deployment	NOUN
futech-370	210	243	(	(	PUNCT
futech-370	210	244	53	53	NUM
futech-370	210	245	%	%	NOUN
futech-370	210	246	)	)	PUNCT
futech-370	210	247	semantic	semantic	ADJ
futech-370	210	248	integration	integration	NOUN
futech-370	210	249	(	(	PUNCT
futech-370	210	250	69	69	NUM
futech-370	210	251	%	%	NOUN
futech-370	210	252	)	)	PUNCT
futech-370	210	253	neural	neural	ADJ
futech-370	210	254	translator	translator	NOUN
futech-370	210	255	networks	network	NOUN
futech-370	210	256	(	(	PUNCT
futech-370	210	257	74	74	NUM
futech-370	210	258	%	%	NOUN
futech-370	210	259	)	)	PUNCT
futech-370	210	260	adaptive	adaptive	ADJ
futech-370	210	261	middleware	middleware	NOUN
futech-370	210	262	agents	agent	NOUN
futech-370	210	263	(	(	PUNCT
futech-370	210	264	66	66	NUM
futech-370	210	265	%	%	NOUN
futech-370	210	266	)	)	PUNCT
futech-370	210	267	technical	technical	ADJ
futech-370	210	268	incompatibility	incompatibility	NOUN
futech-370	210	269	:	:	PUNCT
futech-370	210	270	28	28	NUM
futech-370	210	271	%	%	NOUN
futech-370	210	272	implementation	implementation	NOUN
futech-370	210	273	time	time	NOUN
futech-370	210	274	,	,	PUNCT
futech-370	210	275	33	33	NUM
futech-370	210	276	%	%	NOUN
futech-370	210	277	maintenance	maintenance	NOUN
futech-370	210	278	governance	governance	NOUN
futech-370	210	279	misalignment	misalignment	NOUN
futech-370	210	280	63	63	NUM
futech-370	210	281	%	%	NOUN
futech-370	210	282	decision	decision	NOUN
futech-370	210	283	rights	right	NOUN
futech-370	210	284	uncertainty	uncertainty	NOUN
futech-370	210	285	(	(	PUNCT
futech-370	210	286	72	72	NUM
futech-370	210	287	%	%	NOUN
futech-370	210	288	)	)	PUNCT
futech-370	210	289	value	value	NOUN
futech-370	210	290	distribution	distribution	NOUN
futech-370	210	291	disputes	dispute	NOUN
futech-370	210	292	(	(	PUNCT
futech-370	210	293	65	65	NUM
futech-370	210	294	%	%	NOUN
futech-370	210	295	)	)	PUNCT
futech-370	210	296	risk	risk	NOUN
futech-370	210	297	allocation	allocation	NOUN
futech-370	210	298	concerns	concern	NOUN
futech-370	210	299	(	(	PUNCT
futech-370	210	300	58	58	NUM
futech-370	210	301	%	%	NOUN
futech-370	210	302	)	)	PUNCT
futech-370	210	303	formal	formal	ADJ
futech-370	210	304	governance	governance	NOUN
futech-370	210	305	agreements	agreement	NOUN
futech-370	210	306	(	(	PUNCT
futech-370	210	307	57	57	NUM
futech-370	210	308	%	%	NOUN
futech-370	210	309	structured	structured	ADJ
futech-370	210	310	coordination	coordination	NOUN
futech-370	210	311	bodies	body	NOUN
futech-370	210	312	(	(	PUNCT
futech-370	210	313	49	49	NUM
futech-370	210	314	%	%	NOUN
futech-370	210	315	)	)	PUNCT
futech-370	210	316	explicit	explicit	ADJ
futech-370	210	317	benefit	benefit	NOUN
futech-370	210	318	allocation	allocation	NOUN
futech-370	210	319	(	(	PUNCT
futech-370	210	320	54	54	NUM
futech-370	210	321	%	%	NOUN
futech-370	210	322	)	)	PUNCT
futech-370	210	323	smart	smart	ADJ
futech-370	210	324	contract	contract	NOUN
futech-370	210	325	governance	governance	NOUN
futech-370	210	326	(	(	PUNCT
futech-370	210	327	71	71	NUM
futech-370	210	328	%	%	NOUN
futech-370	210	329	)	)	PUNCT
futech-370	210	330	algorithmic	algorithmic	ADJ
futech-370	210	331	value	value	NOUN
futech-370	210	332	distribution	distribution	NOUN
futech-370	210	333	(	(	PUNCT
futech-370	210	334	67	67	NUM
futech-370	210	335	%	%	NOUN
futech-370	210	336	)	)	PUNCT
futech-370	210	337	automated	automate	VERB
futech-370	210	338	compliance	compliance	NOUN
futech-370	210	339	verification	verification	NOUN
futech-370	210	340	(	(	PUNCT
futech-370	210	341	63	63	NUM
futech-370	210	342	%	%	NOUN
futech-370	210	343	)	)	PUNCT
futech-370	210	344	governance	governance	NOUN
futech-370	210	345	misalignment	misalignment	NOUN
futech-370	210	346	:	:	PUNCT
futech-370	210	347	+41	+41	NOUN
futech-370	210	348	%	%	NOUN
futech-370	210	349	compliance	compliance	NOUN
futech-370	210	350	,	,	PUNCT
futech-370	210	351	-37	-37	PROPN
futech-370	210	352	%	%	NOUN
futech-370	210	353	overhead	overhead	ADJ
futech-370	210	354	resource	resource	NOUN
futech-370	210	355	constraints	constraint	VERB
futech-370	210	356	58	58	NUM
futech-370	210	357	%	%	NOUN
futech-370	210	358	technical	technical	ADJ
futech-370	210	359	expertise	expertise	NOUN
futech-370	210	360	limitations	limitation	NOUN
futech-370	210	361	(	(	PUNCT
futech-370	210	362	76	76	NUM
futech-370	210	363	%	%	NOUN
futech-370	210	364	)	)	PUNCT
futech-370	210	365	integration	integration	NOUN
futech-370	210	366	investment	investment	NOUN
futech-370	210	367	capacity	capacity	NOUN
futech-370	210	368	(	(	PUNCT
futech-370	210	369	68	68	NUM
futech-370	210	370	%	%	NOUN
futech-370	210	371	)	)	PUNCT
futech-370	210	372	operational	operational	ADJ
futech-370	210	373	bandwidth	bandwidth	NOUN
futech-370	210	374	(	(	PUNCT
futech-370	210	375	57	57	NUM
futech-370	210	376	%	%	NOUN
futech-370	210	377	)	)	PUNCT
futech-370	210	378	phased	phase	VERB
futech-370	210	379	implementation	implementation	NOUN
futech-370	210	380	(	(	PUNCT
futech-370	210	381	54	54	NUM
futech-370	210	382	%	%	NOUN
futech-370	210	383	)	)	PUNCT
futech-370	210	384	external	external	ADJ
futech-370	210	385	integration	integration	NOUN
futech-370	210	386	services	service	NOUN
futech-370	210	387	(	(	PUNCT
futech-370	210	388	49	49	NUM
futech-370	210	389	%	%	NOUN
futech-370	210	390	)	)	PUNCT
futech-370	210	391	capability	capability	NOUN
futech-370	210	392	prioritization	prioritization	NOUN
futech-370	210	393	(	(	PUNCT
futech-370	210	394	52	52	NUM
futech-370	210	395	%	%	NOUN
futech-370	210	396	)	)	PUNCT
futech-370	210	397	low	low	ADJ
futech-370	210	398	-	-	PUNCT
futech-370	210	399	code	code	NOUN
futech-370	210	400	integration	integration	NOUN
futech-370	210	401	platforms	platform	NOUN
futech-370	210	402	(	(	PUNCT
futech-370	210	403	73	73	NUM
futech-370	210	404	%	%	NOUN
futech-370	210	405	)	)	PUNCT
futech-370	210	406	auto	auto	NOUN
futech-370	210	407	-	-	PUNCT
futech-370	210	408	configuration	configuration	NOUN
futech-370	210	409	connectors	connector	NOUN
futech-370	210	410	(	(	PUNCT
futech-370	210	411	68	68	NUM
futech-370	210	412	%	%	NOUN
futech-370	210	413	)	)	PUNCT
futech-370	210	414	microservices	microservice	NOUN
futech-370	210	415	architecture	architecture	NOUN
futech-370	210	416	(	(	PUNCT
futech-370	210	417	65	65	NUM
futech-370	210	418	%	%	NOUN
futech-370	210	419	)	)	PUNCT
futech-370	210	420	resource	resource	NOUN
futech-370	210	421	constraints	constraint	NOUN
futech-370	210	422	:	:	PUNCT
futech-370	210	423	+49	+49	NOUN
futech-370	210	424	%	%	NOUN
futech-370	210	425	adoption	adoption	NOUN
futech-370	210	426	,	,	PUNCT
futech-370	210	427	+52	+52	PROPN
futech-370	210	428	%	%	NOUN
futech-370	210	429	deployment	deployment	NOUN
futech-370	210	430	speed	speed	NOUN
futech-370	210	431	power	power	NOUN
futech-370	210	432	asymmetry	asymmetry	NOUN
futech-370	210	433	52	52	NUM
futech-370	210	434	%	%	NOUN
futech-370	210	435	unbalanced	unbalanced	ADJ
futech-370	210	436	influence	influence	NOUN
futech-370	210	437	(	(	PUNCT
futech-370	210	438	78	78	NUM
futech-370	210	439	%	%	NOUN
futech-370	210	440	)	)	PUNCT
futech-370	210	441	disproportionate	disproportionate	ADJ
futech-370	210	442	benefit	benefit	NOUN
futech-370	210	443	distribution	distribution	NOUN
futech-370	210	444	(	(	PUNCT
futech-370	210	445	69	69	NUM
futech-370	210	446	%	%	NOUN
futech-370	210	447	)	)	PUNCT
futech-370	210	448	dependency	dependency	NOUN
futech-370	210	449	concerns	concern	NOUN
futech-370	210	450	(	(	PUNCT
futech-370	210	451	63	63	NUM
futech-370	210	452	%	%	NOUN
futech-370	210	453	)	)	PUNCT
futech-370	210	454	formal	formal	ADJ
futech-370	210	455	relationship	relationship	NOUN
futech-370	210	456	agreements	agreement	NOUN
futech-370	210	457	(	(	PUNCT
futech-370	210	458	47	47	NUM
futech-370	210	459	%	%	NOUN
futech-370	210	460	)	)	PUNCT
futech-370	210	461	industry	industry	NOUN
futech-370	210	462	consortium	consortium	NOUN
futech-370	210	463	formation	formation	NOUN
futech-370	210	464	(	(	PUNCT
futech-370	210	465	42	42	NUM
futech-370	210	466	%	%	NOUN
futech-370	210	467	)	)	PUNCT
futech-370	210	468	multi	multi	ADJ
futech-370	210	469	-	-	ADJ
futech-370	210	470	party	party	ADJ
futech-370	210	471	governance	governance	NOUN
futech-370	210	472	(	(	PUNCT
futech-370	210	473	45	45	NUM
futech-370	210	474	%	%	NOUN
futech-370	210	475	)	)	PUNCT
futech-370	210	476	decentralized	decentralize	VERB
futech-370	210	477	governance	governance	NOUN
futech-370	210	478	protocols	protocol	NOUN
futech-370	210	479	(	(	PUNCT
futech-370	210	480	68	68	NUM
futech-370	210	481	%	%	NOUN
futech-370	210	482	)	)	PUNCT
futech-370	210	483	algorithmic	algorithmic	ADJ
futech-370	210	484	fairness	fairness	NOUN
futech-370	210	485	mechanisms	mechanism	NOUN
futech-370	210	486	(	(	PUNCT
futech-370	210	487	63	63	NUM
futech-370	210	488	%	%	NOUN
futech-370	210	489	)	)	PUNCT
futech-370	210	490	transparent	transparent	ADJ
futech-370	210	491	benefit	benefit	NOUN
futech-370	210	492	attribution	attribution	NOUN
futech-370	210	493	(	(	PUNCT
futech-370	210	494	71	71	NUM
futech-370	210	495	%	%	NOUN
futech-370	210	496	)	)	PUNCT
futech-370	210	497	power	power	NOUN
futech-370	210	498	asymmetry	asymmetry	NOUN
futech-370	210	499	:	:	PUNCT
futech-370	210	500	+56	+56	NUM
futech-370	210	501	%	%	NOUN
futech-370	210	502	fairness	fairness	NOUN
futech-370	210	503	score	score	NOUN
futech-370	210	504	,	,	PUNCT
futech-370	210	505	+43	+43	PROPN
futech-370	210	506	%	%	NOUN
futech-370	210	507	participation	participation	NOUN
futech-370	210	508	q.	q.	PROPN
futech-370	210	509	ma	ma	PROPN
futech-370	210	510	&	&	CCONJ
futech-370	210	511	d.	d.	PROPN
futech-370	210	512	wu	wu	PROPN
futech-370	210	513	/future	/future	PUNCT
futech-370	210	514	technology	technology	PROPN
futech-370	210	515	august	august	PROPN
futech-370	210	516	2025|	2025|	NUM
futech-370	211	1	volume	volume	NOUN
futech-370	211	2	04	04	NUM
futech-370	212	1	|	|	NOUN
futech-370	212	2	issue	issue	NOUN
futech-370	212	3	03	03	NUM
futech-370	213	1	|	|	ADV
futech-370	213	2	pages	page	NOUN
futech-370	213	3	54	54	NUM
futech-370	213	4	-	-	SYM
futech-370	213	5	66	66	NUM
futech-370	213	6	61	61	NUM
futech-370	213	7	indicators	indicator	NOUN
futech-370	213	8	:	:	PUNCT
futech-370	213	9	supply	supply	NOUN
futech-370	213	10	chain	chain	NOUN
futech-370	213	11	visibility	visibility	NOUN
futech-370	213	12	increased	increase	VERB
futech-370	213	13	by	by	ADP
futech-370	213	14	39	39	NUM
futech-370	213	15	%	%	NOUN
futech-370	213	16	,	,	PUNCT
futech-370	213	17	coordination	coordination	NOUN
futech-370	213	18	costs	cost	NOUN
futech-370	213	19	decreased	decrease	VERB
futech-370	213	20	by	by	ADP
futech-370	213	21	28	28	NUM
futech-370	213	22	%	%	NOUN
futech-370	213	23	,	,	PUNCT
futech-370	213	24	disruption	disruption	NOUN
futech-370	213	25	prediction	prediction	NOUN
futech-370	213	26	lead	lead	NOUN
futech-370	213	27	time	time	NOUN
futech-370	213	28	improved	improve	VERB
futech-370	213	29	by	by	ADP
futech-370	213	30	7.3	7.3	NUM
futech-370	213	31	days	day	NOUN
futech-370	213	32	,	,	PUNCT
futech-370	213	33	mean	mean	VERB
futech-370	213	34	absolute	absolute	ADJ
futech-370	213	35	prediction	prediction	NOUN
futech-370	213	36	error	error	NOUN
futech-370	213	37	reduced	reduce	VERB
futech-370	213	38	by	by	ADP
futech-370	213	39	42	42	NUM
futech-370	213	40	%	%	NOUN
futech-370	213	41	,	,	PUNCT
futech-370	213	42	and	and	CCONJ
futech-370	213	43	neural	neural	ADJ
futech-370	213	44	network	network	NOUN
futech-370	213	45	ensemble	ensemble	ADJ
futech-370	213	46	accuracy	accuracy	NOUN
futech-370	213	47	enhanced	enhance	VERB
futech-370	213	48	by	by	ADP
futech-370	213	49	39	39	NUM
futech-370	213	50	-	-	SYM
futech-370	213	51	58	58	NUM
futech-370	213	52	%	%	NOUN
futech-370	213	53	across	across	ADP
futech-370	213	54	industrial	industrial	ADJ
futech-370	213	55	sectors	sector	NOUN
futech-370	213	56	.	.	PUNCT
futech-370	214	1	as	as	SCONJ
futech-370	214	2	shown	show	VERB
futech-370	214	3	in	in	ADP
futech-370	214	4	figure	figure	NOUN
futech-370	214	5	5(a	5(a	NUM
futech-370	214	6	)	)	PUNCT
futech-370	214	7	,	,	PUNCT
futech-370	214	8	the	the	DET
futech-370	214	9	architecture	architecture	NOUN
futech-370	214	10	demonstrated	demonstrate	VERB
futech-370	214	11	exceptional	exceptional	ADJ
futech-370	214	12	early	early	ADJ
futech-370	214	13	warning	warning	NOUN
futech-370	214	14	capabilities	capability	NOUN
futech-370	214	15	.	.	PUNCT
futech-370	215	1	the	the	DET
futech-370	215	2	pharmaceutical	pharmaceutical	ADJ
futech-370	215	3	sector	sector	NOUN
futech-370	215	4	achieved	achieve	VERB
futech-370	215	5	the	the	DET
futech-370	215	6	most	most	ADV
futech-370	215	7	substantial	substantial	ADJ
futech-370	215	8	improvement	improvement	NOUN
futech-370	215	9	with	with	ADP
futech-370	215	10	9.8	9.8	NUM
futech-370	215	11	days	day	NOUN
futech-370	215	12	of	of	ADP
futech-370	215	13	early	early	ADJ
futech-370	215	14	warning	warning	NOUN
futech-370	215	15	,	,	PUNCT
futech-370	215	16	followed	follow	VERB
futech-370	215	17	by	by	ADP
futech-370	215	18	electronics	electronic	NOUN
futech-370	215	19	with	with	ADP
futech-370	215	20	8.4	8.4	NUM
futech-370	215	21	days	day	NOUN
futech-370	215	22	,	,	PUNCT
futech-370	215	23	reflecting	reflect	VERB
futech-370	215	24	the	the	DET
futech-370	215	25	architecture	architecture	NOUN
futech-370	215	26	's	's	PART
futech-370	215	27	adaptability	adaptability	NOUN
futech-370	215	28	to	to	ADP
futech-370	215	29	different	different	ADJ
futech-370	215	30	industry	industry	NOUN
futech-370	215	31	contexts	contexts	NOUN
futech-370	215	32	.	.	PUNCT
futech-370	216	1	as	as	SCONJ
futech-370	216	2	shown	show	VERB
futech-370	216	3	in	in	ADP
futech-370	216	4	figure	figure	NOUN
futech-370	216	5	5(b	5(b	NUM
futech-370	216	6	)	)	PUNCT
futech-370	216	7	,	,	PUNCT
futech-370	216	8	the	the	DET
futech-370	216	9	aerospace	aerospace	NOUN
futech-370	216	10	sector	sector	NOUN
futech-370	216	11	showed	show	VERB
futech-370	216	12	the	the	DET
futech-370	216	13	most	most	ADV
futech-370	216	14	dramatic	dramatic	ADJ
futech-370	216	15	improvement	improvement	NOUN
futech-370	216	16	(	(	PUNCT
futech-370	216	17	+58	+58	ADJ
futech-370	216	18	%	%	NOUN
futech-370	216	19	)	)	PUNCT
futech-370	216	20	,	,	PUNCT
futech-370	216	21	while	while	SCONJ
futech-370	216	22	the	the	DET
futech-370	216	23	automotive	automotive	ADJ
futech-370	216	24	and	and	CCONJ
futech-370	216	25	pharmaceutical	pharmaceutical	NOUN
futech-370	216	26	sectors	sector	NOUN
futech-370	216	27	demonstrated	demonstrate	VERB
futech-370	216	28	gains	gain	NOUN
futech-370	216	29	of	of	ADP
futech-370	216	30	50	50	NUM
futech-370	216	31	%	%	NOUN
futech-370	216	32	and	and	CCONJ
futech-370	216	33	39	39	NUM
futech-370	216	34	%	%	NOUN
futech-370	216	35	,	,	PUNCT
futech-370	216	36	respectively	respectively	ADV
futech-370	216	37	.	.	PUNCT
futech-370	217	1	these	these	DET
futech-370	217	2	substantial	substantial	ADJ
futech-370	217	3	accuracy	accuracy	NOUN
futech-370	217	4	improvements	improvement	NOUN
futech-370	217	5	directly	directly	ADV
futech-370	217	6	translate	translate	VERB
futech-370	217	7	into	into	ADP
futech-370	217	8	operational	operational	ADJ
futech-370	217	9	resilience	resilience	NOUN
futech-370	217	10	,	,	PUNCT
futech-370	217	11	with	with	ADP
futech-370	217	12	participating	participate	VERB
futech-370	217	13	organizations	organization	NOUN
futech-370	217	14	reporting	report	VERB
futech-370	217	15	32	32	NUM
futech-370	217	16	%	%	NOUN
futech-370	217	17	faster	fast	ADJ
futech-370	217	18	response	response	NOUN
futech-370	217	19	to	to	ADP
futech-370	217	20	actual	actual	ADJ
futech-370	217	21	disruption	disruption	NOUN
futech-370	217	22	events	event	NOUN
futech-370	217	23	during	during	ADP
futech-370	217	24	the	the	DET
futech-370	217	25	controlled	control	VERB
futech-370	217	26	experimental	experimental	ADJ
futech-370	217	27	period	period	NOUN
futech-370	217	28	.	.	PUNCT
futech-370	218	1	as	as	SCONJ
futech-370	218	2	shown	show	VERB
futech-370	218	3	in	in	ADP
futech-370	218	4	table	table	NOUN
futech-370	218	5	4	4	NUM
futech-370	218	6	,	,	PUNCT
futech-370	218	7	there	there	PRON
futech-370	218	8	are	be	VERB
futech-370	218	9	particularly	particularly	ADV
futech-370	218	10	impressive	impressive	ADJ
futech-370	218	11	results	result	NOUN
futech-370	218	12	in	in	ADP
futech-370	218	13	inventory	inventory	NOUN
futech-370	218	14	optimization	optimization	NOUN
futech-370	218	15	(	(	PUNCT
futech-370	218	16	156	156	NUM
futech-370	218	17	%	%	NOUN
futech-370	218	18	cost	cost	NOUN
futech-370	218	19	efficiency	efficiency	NOUN
futech-370	218	20	improvement	improvement	NOUN
futech-370	218	21	)	)	PUNCT
futech-370	218	22	and	and	CCONJ
futech-370	218	23	transportation	transportation	NOUN
futech-370	218	24	delay	delay	NOUN
futech-370	218	25	prediction	prediction	NOUN
futech-370	218	26	(	(	PUNCT
futech-370	218	27	55	55	NUM
futech-370	218	28	%	%	NOUN
futech-370	218	29	error	error	NOUN
futech-370	218	30	reduction	reduction	NOUN
futech-370	218	31	)	)	PUNCT
futech-370	218	32	.	.	PUNCT
futech-370	219	1	the	the	DET
futech-370	219	2	ensemble	ensemble	PROPN
futech-370	219	3	's	's	PART
futech-370	219	4	effectiveness	effectiveness	NOUN
futech-370	219	5	stems	stem	VERB
futech-370	219	6	from	from	ADP
futech-370	219	7	its	its	PRON
futech-370	219	8	ability	ability	NOUN
futech-370	219	9	to	to	PART
futech-370	219	10	integrate	integrate	VERB
futech-370	219	11	multi	multi	ADJ
futech-370	219	12	-	-	ADJ
futech-370	219	13	modal	modal	ADJ
futech-370	219	14	data	datum	NOUN
futech-370	219	15	while	while	SCONJ
futech-370	219	16	preserving	preserve	VERB
futech-370	219	17	organizational	organizational	ADJ
futech-370	219	18	privacy	privacy	NOUN
futech-370	219	19	through	through	ADP
futech-370	219	20	federated	federated	ADJ
futech-370	219	21	learning	learning	NOUN
futech-370	219	22	techniques	technique	NOUN
futech-370	219	23	,	,	PUNCT
futech-370	219	24	effectively	effectively	ADV
futech-370	219	25	balancing	balance	VERB
futech-370	219	26	collaborative	collaborative	ADJ
futech-370	219	27	intelligence	intelligence	NOUN
futech-370	219	28	with	with	ADP
futech-370	219	29	competitive	competitive	ADJ
futech-370	219	30	concerns	concern	NOUN
futech-370	219	31	.	.	PUNCT
futech-370	220	1	the	the	DET
futech-370	220	2	blockchain	blockchain	PROPN
futech-370	220	3	foundation	foundation	PROPN
futech-370	220	4	of	of	ADP
futech-370	220	5	the	the	DET
futech-370	220	6	architecture	architecture	NOUN
futech-370	220	7	ensured	ensure	VERB
futech-370	220	8	data	datum	NOUN
futech-370	220	9	integrity	integrity	NOUN
futech-370	220	10	and	and	CCONJ
futech-370	220	11	traceability	traceability	NOUN
futech-370	220	12	,	,	PUNCT
futech-370	220	13	with	with	ADP
futech-370	220	14	validation	validation	NOUN
futech-370	220	15	mechanisms	mechanism	NOUN
futech-370	220	16	successfully	successfully	ADV
futech-370	220	17	identifying	identify	VERB
futech-370	220	18	and	and	CCONJ
futech-370	220	19	isolating	isolate	VERB
futech-370	220	20	attempted	attempt	VERB
futech-370	220	21	data	data	NOUN
futech-370	220	22	manipulation	manipulation	NOUN
futech-370	220	23	in	in	ADP
futech-370	220	24	94	94	NUM
futech-370	220	25	%	%	NOUN
futech-370	220	26	of	of	ADP
futech-370	220	27	test	test	NOUN
futech-370	220	28	cases	case	NOUN
futech-370	220	29	.	.	PUNCT
futech-370	221	1	this	this	DET
futech-370	221	2	security	security	NOUN
futech-370	221	3	layer	layer	NOUN
futech-370	221	4	,	,	PUNCT
futech-370	221	5	combined	combine	VERB
futech-370	221	6	with	with	ADP
futech-370	221	7	the	the	DET
futech-370	221	8	federated	federated	ADJ
futech-370	221	9	learning	learning	NOUN
futech-370	221	10	system	system	NOUN
futech-370	221	11	's	's	PART
futech-370	221	12	differential	differential	ADJ
futech-370	221	13	privacy	privacy	NOUN
futech-370	221	14	implementation	implementation	NOUN
futech-370	221	15	,	,	PUNCT
futech-370	221	16	maintained	maintain	VERB
futech-370	221	17	prediction	prediction	NOUN
futech-370	221	18	accuracy	accuracy	NOUN
futech-370	221	19	even	even	ADV
futech-370	221	20	with	with	ADP
futech-370	221	21	30	30	NUM
futech-370	221	22	%	%	NOUN
futech-370	221	23	adversarial	adversarial	ADJ
futech-370	221	24	node	node	ADJ
futech-370	221	25	participation	participation	NOUN
futech-370	221	26	during	during	ADP
futech-370	221	27	resilience	resilience	NOUN
futech-370	221	28	testing	testing	NOUN
futech-370	221	29	.	.	PUNCT
futech-370	222	1	the	the	DET
futech-370	222	2	architecture	architecture	NOUN
futech-370	222	3	's	's	PART
futech-370	222	4	semantic	semantic	ADJ
futech-370	222	5	integration	integration	NOUN
futech-370	222	6	layer	layer	NOUN
futech-370	222	7	facilitated	facilitate	VERB
futech-370	222	8	effective	effective	ADJ
futech-370	222	9	knowledge	knowledge	NOUN
futech-370	222	10	transfer	transfer	NOUN
futech-370	222	11	across	across	ADP
futech-370	222	12	heterogeneous	heterogeneous	ADJ
futech-370	222	13	systems	system	NOUN
futech-370	222	14	,	,	PUNCT
futech-370	222	15	with	with	ADP
futech-370	222	16	86	86	NUM
futech-370	222	17	%	%	NOUN
futech-370	222	18	of	of	ADP
futech-370	222	19	organizational	organizational	ADJ
futech-370	222	20	data	datum	NOUN
futech-370	222	21	schemas	schema	NOUN
futech-370	222	22	successfully	successfully	ADV
futech-370	222	23	mapped	map	VERB
futech-370	222	24	without	without	ADP
futech-370	222	25	manual	manual	ADJ
futech-370	222	26	intervention	intervention	NOUN
futech-370	222	27	.	.	PUNCT
futech-370	223	1	long	long	ADJ
futech-370	223	2	-	-	PUNCT
futech-370	223	3	term	term	NOUN
futech-370	223	4	implementation	implementation	NOUN
futech-370	223	5	assessment	assessment	NOUN
futech-370	223	6	revealed	reveal	VERB
futech-370	223	7	continuous	continuous	ADJ
futech-370	223	8	performance	performance	NOUN
futech-370	223	9	improvement	improvement	NOUN
futech-370	223	10	,	,	PUNCT
futech-370	223	11	with	with	ADP
futech-370	223	12	organizations	organization	NOUN
futech-370	223	13	utilizing	utilize	VERB
futech-370	223	14	the	the	DET
futech-370	223	15	architecture	architecture	NOUN
futech-370	223	16	for	for	ADP
futech-370	223	17	more	more	ADJ
futech-370	223	18	than	than	ADP
futech-370	223	19	six	six	NUM
futech-370	223	20	months	month	NOUN
futech-370	223	21	reporting	report	VERB
futech-370	223	22	substantially	substantially	ADV
futech-370	223	23	higher	high	ADJ
futech-370	223	24	benefits	benefit	NOUN
futech-370	223	25	(	(	PUNCT
futech-370	223	26	visibility	visibility	NOUN
futech-370	223	27	:	:	PUNCT
futech-370	223	28	+47	+47	NUM
futech-370	223	29	%	%	NOUN
futech-370	223	30	,	,	PUNCT
futech-370	223	31	coordination	coordination	NOUN
futech-370	223	32	costs	cost	NOUN
futech-370	223	33	:	:	PUNCT
futech-370	223	34	-36	-36	NUM
futech-370	223	35	%	%	NOUN
futech-370	223	36	)	)	PUNCT
futech-370	223	37	than	than	ADP
futech-370	223	38	recent	recent	ADJ
futech-370	223	39	adopters	adopter	NOUN
futech-370	223	40	.	.	PUNCT
futech-370	224	1	as	as	SCONJ
futech-370	224	2	shown	show	VERB
futech-370	224	3	in	in	ADP
futech-370	224	4	table	table	NOUN
futech-370	224	5	4	4	NUM
futech-370	224	6	,	,	PUNCT
futech-370	224	7	the	the	DET
futech-370	224	8	neural	neural	ADJ
futech-370	224	9	network	network	NOUN
futech-370	224	10	ensemble	ensemble	ADJ
futech-370	224	11	demonstrated	demonstrate	VERB
futech-370	224	12	robust	robust	ADJ
futech-370	224	13	performance	performance	NOUN
futech-370	224	14	across	across	ADP
futech-370	224	15	diverse	diverse	ADJ
futech-370	224	16	tasks	task	NOUN
futech-370	224	17	beyond	beyond	ADP
futech-370	224	18	disruption	disruption	NOUN
futech-370	224	19	prediction	prediction	NOUN
futech-370	224	20	,	,	PUNCT
futech-370	224	21	including	include	VERB
futech-370	224	22	demand	demand	NOUN
futech-370	224	23	forecasting	forecasting	NOUN
futech-370	224	24	(	(	PUNCT
futech-370	224	25	36	36	NUM
futech-370	224	26	%	%	NOUN
futech-370	224	27	error	error	NOUN
futech-370	224	28	reduction	reduction	NOUN
futech-370	224	29	)	)	PUNCT
futech-370	224	30	,	,	PUNCT
futech-370	224	31	quality	quality	NOUN
futech-370	224	32	issue	issue	NOUN
futech-370	224	33	prediction	prediction	NOUN
futech-370	224	34	(	(	PUNCT
futech-370	224	35	44	44	NUM
futech-370	224	36	%	%	NOUN
futech-370	224	37	recall	recall	NOUN
futech-370	224	38	improvement	improvement	NOUN
futech-370	224	39	)	)	PUNCT
futech-370	224	40	,	,	PUNCT
futech-370	224	41	and	and	CCONJ
futech-370	224	42	risk	risk	NOUN
futech-370	224	43	assessment	assessment	NOUN
futech-370	224	44	(	(	PUNCT
futech-370	224	45	48	48	NUM
futech-370	224	46	%	%	NOUN
futech-370	224	47	false	false	ADJ
futech-370	224	48	positive	positive	ADJ
futech-370	224	49	reduction	reduction	NOUN
futech-370	224	50	)	)	PUNCT
futech-370	224	51	.	.	PUNCT
futech-370	225	1	the	the	DET
futech-370	225	2	architecture	architecture	NOUN
futech-370	225	3	's	's	PART
futech-370	225	4	effectiveness	effectiveness	NOUN
futech-370	225	5	varied	vary	VERB
futech-370	225	6	by	by	ADP
futech-370	225	7	organizational	organizational	ADJ
futech-370	225	8	context	context	NOUN
futech-370	225	9	,	,	PUNCT
futech-370	225	10	with	with	ADP
futech-370	225	11	medium	medium	ADJ
futech-370	225	12	-	-	PUNCT
futech-370	225	13	sized	sized	ADJ
futech-370	225	14	enterprises	enterprise	NOUN
futech-370	225	15	experiencing	experience	VERB
futech-370	225	16	the	the	DET
futech-370	225	17	most	most	ADV
futech-370	225	18	balanced	balanced	ADJ
futech-370	225	19	benefits	benefit	NOUN
futech-370	225	20	relative	relative	ADJ
futech-370	225	21	to	to	ADP
futech-370	225	22	implementation	implementation	NOUN
futech-370	225	23	costs	cost	NOUN
futech-370	225	24	.	.	PUNCT
futech-370	226	1	technical	technical	ADJ
futech-370	226	2	compatibility	compatibility	NOUN
futech-370	226	3	barriers	barrier	NOUN
futech-370	226	4	presented	present	VERB
futech-370	226	5	the	the	DET
futech-370	226	6	most	most	ADV
futech-370	226	7	significant	significant	ADJ
futech-370	226	8	implementation	implementation	NOUN
futech-370	226	9	challenge	challenge	NOUN
futech-370	226	10	,	,	PUNCT
futech-370	226	11	particularly	particularly	ADV
futech-370	226	12	in	in	ADP
futech-370	226	13	organizations	organization	NOUN
futech-370	226	14	with	with	ADP
futech-370	226	15	substantial	substantial	ADJ
futech-370	226	16	legacy	legacy	NOUN
futech-370	226	17	system	system	NOUN
futech-370	226	18	investments	investment	NOUN
futech-370	226	19	,	,	PUNCT
futech-370	226	20	though	though	SCONJ
futech-370	226	21	the	the	DET
futech-370	226	22	architecture	architecture	NOUN
futech-370	226	23	's	's	PART
futech-370	226	24	modular	modular	ADJ
futech-370	226	25	design	design	NOUN
futech-370	226	26	provided	provide	VERB
futech-370	226	27	viable	viable	ADJ
futech-370	226	28	integration	integration	NOUN
futech-370	226	29	pathways	pathway	NOUN
futech-370	226	30	for	for	ADP
futech-370	226	31	heterogeneous	heterogeneous	ADJ
futech-370	226	32	environments	environment	NOUN
futech-370	226	33	.	.	PUNCT
futech-370	227	1	the	the	DET
futech-370	227	2	reputation	reputation	NOUN
futech-370	227	3	-	-	PUNCT
futech-370	227	4	based	base	VERB
futech-370	227	5	trust	trust	NOUN
futech-370	227	6	mechanism	mechanism	NOUN
futech-370	227	7	proved	prove	VERB
futech-370	227	8	beneficial	beneficial	ADJ
futech-370	227	9	in	in	ADP
futech-370	227	10	competitive	competitive	ADJ
futech-370	227	11	fields	field	NOUN
futech-370	227	12	where	where	SCONJ
futech-370	227	13	information	information	NOUN
futech-370	227	14	sharing	share	VERB
futech-370	227	15	due	due	ADP
futech-370	227	16	to	to	ADP
futech-370	227	17	intellectual	intellectual	ADJ
futech-370	227	18	property	property	NOUN
futech-370	227	19	concerns	concern	NOUN
futech-370	227	20	had	have	AUX
futech-370	227	21	previously	previously	ADV
futech-370	227	22	hindered	hinder	VERB
futech-370	227	23	collaboration	collaboration	NOUN
futech-370	227	24	,	,	PUNCT
futech-370	227	25	allowing	allow	VERB
futech-370	227	26	for	for	ADP
futech-370	227	27	cooperation	cooperation	NOUN
futech-370	227	28	without	without	ADP
futech-370	227	29	revealing	reveal	VERB
futech-370	227	30	sensitive	sensitive	ADJ
futech-370	227	31	information	information	NOUN
futech-370	227	32	.	.	PUNCT
futech-370	228	1	3.4	3.4	NUM
futech-370	228	2	study	study	NOUN
futech-370	228	3	limitations	limitation	NOUN
futech-370	228	4	while	while	SCONJ
futech-370	228	5	these	these	DET
futech-370	228	6	results	result	NOUN
futech-370	228	7	demonstrate	demonstrate	VERB
futech-370	228	8	significant	significant	ADJ
futech-370	228	9	improvements	improvement	NOUN
futech-370	228	10	,	,	PUNCT
futech-370	228	11	several	several	ADJ
futech-370	228	12	limitations	limitation	NOUN
futech-370	228	13	must	must	AUX
futech-370	228	14	be	be	AUX
futech-370	228	15	acknowledged	acknowledge	VERB
futech-370	228	16	before	before	ADP
futech-370	228	17	interpreting	interpret	VERB
futech-370	228	18	the	the	DET
futech-370	228	19	findings	finding	NOUN
futech-370	228	20	.	.	PUNCT
futech-370	229	1	figure	figure	VERB
futech-370	229	2	4	4	NUM
futech-370	229	3	.	.	PUNCT
futech-370	229	4	key	key	ADJ
futech-370	229	5	factors	factor	NOUN
futech-370	229	6	for	for	ADP
futech-370	229	7	cross	cross	ADJ
futech-370	229	8	-	-	ADJ
futech-370	229	9	tier	tier	ADJ
futech-370	229	10	collaboration	collaboration	NOUN
futech-370	229	11	(	(	PUNCT
futech-370	229	12	a	a	NOUN
futech-370	229	13	)	)	PUNCT
futech-370	229	14	collaboration	collaboration	NOUN
futech-370	229	15	maturity	maturity	NOUN
futech-370	229	16	progression	progression	NOUN
futech-370	229	17	(	(	PUNCT
futech-370	229	18	b	b	NOUN
futech-370	229	19	)	)	PUNCT
futech-370	229	20	integration	integration	NOUN
futech-370	229	21	barriers	barrier	NOUN
futech-370	229	22	by	by	ADP
futech-370	229	23	organization	organization	NOUN
futech-370	229	24	size	size	NOUN
futech-370	229	25	(	(	PUNCT
futech-370	229	26	c	c	NOUN
futech-370	229	27	)	)	PUNCT
futech-370	229	28	collaboration	collaboration	NOUN
futech-370	229	29	patterns	pattern	NOUN
futech-370	229	30	and	and	CCONJ
futech-370	229	31	ai	ai	PROPN
futech-370	229	32	enhancement	enhancement	NOUN
futech-370	229	33	(	(	PUNCT
futech-370	229	34	d	d	NOUN
futech-370	229	35	)	)	PUNCT
futech-370	229	36	integration	integration	NOUN
futech-370	229	37	timeline	timeline	NOUN
futech-370	229	38	comparison	comparison	NOUN
futech-370	229	39	q.	q.	PROPN
futech-370	229	40	ma	ma	PROPN
futech-370	229	41	&	&	CCONJ
futech-370	229	42	d.	d.	PROPN
futech-370	229	43	wu	wu	PROPN
futech-370	229	44	/future	/future	PUNCT
futech-370	229	45	technology	technology	PROPN
futech-370	229	46	august	august	PROPN
futech-370	229	47	2025|	2025|	NUM
futech-370	230	1	volume	volume	NOUN
futech-370	230	2	04	04	NUM
futech-370	231	1	|	|	NOUN
futech-370	231	2	issue	issue	NOUN
futech-370	231	3	03	03	NUM
futech-370	232	1	|	|	ADV
futech-370	232	2	pages	page	NOUN
futech-370	232	3	54	54	NUM
futech-370	232	4	-	-	SYM
futech-370	232	5	66	66	NUM
futech-370	232	6	62	62	NUM
futech-370	232	7	figure	figure	NOUN
futech-370	232	8	5	5	NUM
futech-370	232	9	.	.	PUNCT
futech-370	232	10	performance	performance	NOUN
futech-370	232	11	metrics	metric	NOUN
futech-370	232	12	of	of	ADP
futech-370	232	13	the	the	DET
futech-370	232	14	hybrid	hybrid	ADJ
futech-370	232	15	intelligent	intelligent	ADJ
futech-370	232	16	architecture	architecture	NOUN
futech-370	232	17	(	(	PUNCT
futech-370	232	18	a	a	X
futech-370	232	19	)	)	PUNCT
futech-370	232	20	disruption	disruption	NOUN
futech-370	232	21	lead	lead	NOUN
futech-370	232	22	time	time	NOUN
futech-370	232	23	advantage	advantage	NOUN
futech-370	232	24	across	across	ADP
futech-370	232	25	industry	industry	NOUN
futech-370	232	26	sectors	sector	NOUN
futech-370	232	27	(	(	PUNCT
futech-370	232	28	b	b	NOUN
futech-370	232	29	)	)	PUNCT
futech-370	232	30	disruption	disruption	NOUN
futech-370	232	31	prediction	prediction	NOUN
futech-370	232	32	accuracy	accuracy	NOUN
futech-370	232	33	comparison	comparison	NOUN
futech-370	232	34	between	between	ADP
futech-370	232	35	traditional	traditional	ADJ
futech-370	232	36	methods	method	NOUN
futech-370	232	37	and	and	CCONJ
futech-370	232	38	neural	neural	ADJ
futech-370	232	39	network	network	NOUN
futech-370	232	40	ensemble	ensemble	ADJ
futech-370	232	41	table	table	NOUN
futech-370	232	42	4	4	NUM
futech-370	232	43	.	.	PUNCT
futech-370	232	44	comparative	comparative	ADJ
futech-370	232	45	analysis	analysis	NOUN
futech-370	232	46	of	of	ADP
futech-370	232	47	neural	neural	ADJ
futech-370	232	48	network	network	NOUN
futech-370	232	49	ensemble	ensemble	ADJ
futech-370	232	50	performance	performance	NOUN
futech-370	232	51	prediction	prediction	NOUN
futech-370	232	52	task	task	NOUN
futech-370	232	53	neural	neural	ADJ
futech-370	232	54	network	network	PROPN
futech-370	232	55	ensemble	ensemble	ADJ
futech-370	232	56	performance	performance	NOUN
futech-370	232	57	traditional	traditional	ADJ
futech-370	232	58	methods	method	NOUN
futech-370	232	59	performance	performance	NOUN
futech-370	232	60	improvement	improvement	NOUN
futech-370	232	61	(	(	PUNCT
futech-370	232	62	%	%	INTJ
futech-370	232	63	)	)	PUNCT
futech-370	232	64	key	key	ADJ
futech-370	232	65	contributing	contribute	VERB
futech-370	232	66	factors	factor	NOUN
futech-370	232	67	supply	supply	VERB
futech-370	232	68	disruption	disruption	NOUN
futech-370	232	69	detection	detection	NOUN
futech-370	232	70	mape	mape	NOUN
futech-370	232	71	:	:	PUNCT
futech-370	232	72	14.3	14.3	NUM
futech-370	232	73	%	%	NOUN
futech-370	232	74	lead	lead	NOUN
futech-370	232	75	time	time	NOUN
futech-370	232	76	:	:	PUNCT
futech-370	232	77	7.3	7.3	NUM
futech-370	232	78	days	day	NOUN
futech-370	232	79	mape	mape	NOUN
futech-370	232	80	:	:	PUNCT
futech-370	232	81	24.6	24.6	NUM
futech-370	232	82	%	%	NOUN
futech-370	232	83	lead	lead	NOUN
futech-370	232	84	time	time	NOUN
futech-370	232	85	:	:	PUNCT
futech-370	232	86	2.1	2.1	NUM
futech-370	232	87	days	day	NOUN
futech-370	232	88	42	42	NUM
futech-370	232	89	%	%	NOUN
futech-370	232	90	error	error	NOUN
futech-370	232	91	reduction	reduction	NOUN
futech-370	232	92	247	247	NUM
futech-370	232	93	%	%	NOUN
futech-370	232	94	lead	lead	NOUN
futech-370	232	95	time	time	NOUN
futech-370	232	96	multi	multi	ADJ
futech-370	232	97	-	-	ADJ
futech-370	232	98	modal	modal	ADJ
futech-370	232	99	data	datum	NOUN
futech-370	232	100	integration	integration	NOUN
futech-370	232	101	transfer	transfer	NOUN
futech-370	232	102	learning	learn	VERB
futech-370	232	103	from	from	ADP
futech-370	232	104	similar	similar	ADJ
futech-370	232	105	patterns	pattern	NOUN
futech-370	232	106	demand	demand	NOUN
futech-370	232	107	forecasting	forecasting	NOUN
futech-370	232	108	rmse	rmse	NOUN
futech-370	232	109	:	:	PUNCT
futech-370	232	110	8.4	8.4	NUM
futech-370	232	111	%	%	NOUN
futech-370	232	112	bias	bias	NOUN
futech-370	232	113	:	:	PUNCT
futech-370	232	114	2.1	2.1	NUM
futech-370	232	115	%	%	NOUN
futech-370	232	116	rmse	rmse	NOUN
futech-370	232	117	:	:	PUNCT
futech-370	232	118	13.2	13.2	NUM
futech-370	232	119	%	%	NOUN
futech-370	232	120	bias	bias	NOUN
futech-370	232	121	:	:	PUNCT
futech-370	232	122	5.7	5.7	NUM
futech-370	232	123	%	%	NOUN
futech-370	232	124	36	36	NUM
futech-370	232	125	%	%	NOUN
futech-370	232	126	error	error	NOUN
futech-370	232	127	reduction	reduction	NOUN
futech-370	232	128	63	63	NUM
futech-370	232	129	%	%	NOUN
futech-370	232	130	bias	bias	NOUN
futech-370	232	131	reduction	reduction	NOUN
futech-370	232	132	external	external	ADJ
futech-370	232	133	data	datum	NOUN
futech-370	232	134	correlation	correlation	NOUN
futech-370	232	135	attention	attention	NOUN
futech-370	232	136	mechanisms	mechanism	NOUN
futech-370	232	137	for	for	ADP
futech-370	232	138	trend	trend	NOUN
futech-370	232	139	shifts	shift	NOUN
futech-370	232	140	inventory	inventory	NOUN
futech-370	232	141	optimization	optimization	NOUN
futech-370	232	142	cost	cost	NOUN
futech-370	232	143	reduction	reduction	NOUN
futech-370	232	144	:	:	PUNCT
futech-370	232	145	18.7	18.7	NUM
futech-370	232	146	%	%	NOUN
futech-370	232	147	service	service	NOUN
futech-370	232	148	level	level	NOUN
futech-370	232	149	:	:	PUNCT
futech-370	232	150	96.2	96.2	NUM
futech-370	232	151	%	%	NOUN
futech-370	232	152	cost	cost	NOUN
futech-370	232	153	reduction	reduction	NOUN
futech-370	232	154	:	:	PUNCT
futech-370	232	155	7.3	7.3	NUM
futech-370	232	156	%	%	NOUN
futech-370	232	157	service	service	NOUN
futech-370	232	158	level	level	NOUN
futech-370	232	159	:	:	PUNCT
futech-370	232	160	92.4	92.4	NUM
futech-370	232	161	%	%	NOUN
futech-370	232	162	156	156	NUM
futech-370	232	163	%	%	NOUN
futech-370	232	164	cost	cost	NOUN
futech-370	232	165	efficiency	efficiency	NOUN
futech-370	232	166	4	4	NUM
futech-370	232	167	%	%	NOUN
futech-370	232	168	service	service	NOUN
futech-370	232	169	improvement	improvement	NOUN
futech-370	232	170	demand	demand	NOUN
futech-370	232	171	-	-	PUNCT
futech-370	232	172	supply	supply	NOUN
futech-370	232	173	balancing	balance	VERB
futech-370	232	174	multi	multi	ADJ
futech-370	232	175	-	-	ADJ
futech-370	232	176	echelon	echelon	ADJ
futech-370	232	177	optimization	optimization	NOUN
futech-370	232	178	quality	quality	NOUN
futech-370	232	179	issue	issue	NOUN
futech-370	232	180	prediction	prediction	NOUN
futech-370	232	181	precision	precision	NOUN
futech-370	232	182	:	:	PUNCT
futech-370	232	183	83.2	83.2	NUM
futech-370	232	184	%	%	NOUN
futech-370	232	185	recall	recall	NOUN
futech-370	232	186	:	:	PUNCT
futech-370	232	187	76.8	76.8	NUM
futech-370	232	188	%	%	NOUN
futech-370	232	189	precision	precision	NOUN
futech-370	232	190	:	:	PUNCT
futech-370	232	191	61.5	61.5	NUM
futech-370	232	192	%	%	NOUN
futech-370	232	193	recall	recall	NOUN
futech-370	232	194	:	:	PUNCT
futech-370	232	195	53.4	53.4	NUM
futech-370	232	196	%	%	NOUN
futech-370	232	197	35	35	NUM
futech-370	232	198	%	%	NOUN
futech-370	232	199	precision	precision	NOUN
futech-370	232	200	gain	gain	NOUN
futech-370	232	201	44	44	NUM
futech-370	232	202	%	%	NOUN
futech-370	232	203	recall	recall	NOUN
futech-370	232	204	improvement	improvement	NOUN
futech-370	232	205	graph	graph	NOUN
futech-370	232	206	neural	neural	ADJ
futech-370	232	207	networks	network	NOUN
futech-370	232	208	anomaly	anomaly	NOUN
futech-370	232	209	detection	detection	NOUN
futech-370	232	210	ensembles	ensemble	VERB
futech-370	232	211	transportation	transportation	NOUN
futech-370	232	212	delay	delay	NOUN
futech-370	232	213	prediction	prediction	NOUN
futech-370	232	214	accuracy	accuracy	NOUN
futech-370	232	215	:	:	PUNCT
futech-370	232	216	79.4	79.4	NUM
futech-370	232	217	%	%	NOUN
futech-370	232	218	mae	mae	PROPN
futech-370	232	219	:	:	PUNCT
futech-370	232	220	62	62	NUM
futech-370	232	221	minutes	minute	NOUN
futech-370	232	222	accuracy	accuracy	NOUN
futech-370	232	223	:	:	PUNCT
futech-370	232	224	58.7	58.7	NUM
futech-370	232	225	%	%	NOUN
futech-370	232	226	mae	mae	PROPN
futech-370	232	227	:	:	PUNCT
futech-370	232	228	138	138	NUM
futech-370	232	229	minutes	minute	NOUN
futech-370	232	230	35	35	NUM
futech-370	232	231	%	%	NOUN
futech-370	232	232	accuracy	accuracy	NOUN
futech-370	232	233	gain	gain	NOUN
futech-370	232	234	55	55	NUM
futech-370	232	235	%	%	NOUN
futech-370	232	236	error	error	NOUN
futech-370	232	237	reduction	reduction	NOUN
futech-370	232	238	spatiotemporal	spatiotemporal	ADJ
futech-370	232	239	modeling	model	VERB
futech-370	232	240	weather	weather	NOUN
futech-370	232	241	data	data	NOUN
futech-370	232	242	integration	integration	NOUN
futech-370	232	243	resource	resource	NOUN
futech-370	232	244	allocation	allocation	NOUN
futech-370	232	245	utilization	utilization	NOUN
futech-370	232	246	rate	rate	NOUN
futech-370	232	247	:	:	PUNCT
futech-370	232	248	87.3	87.3	NUM
futech-370	232	249	%	%	NOUN
futech-370	232	250	bottleneck	bottleneck	NOUN
futech-370	232	251	reduction	reduction	NOUN
futech-370	232	252	:	:	PUNCT
futech-370	232	253	43.1	43.1	NUM
futech-370	232	254	%	%	NOUN
futech-370	232	255	utilization	utilization	NOUN
futech-370	232	256	rate	rate	NOUN
futech-370	232	257	:	:	PUNCT
futech-370	232	258	73.6	73.6	NUM
futech-370	232	259	%	%	NOUN
futech-370	232	260	bottleneck	bottleneck	NOUN
futech-370	232	261	reduction	reduction	NOUN
futech-370	232	262	:	:	PUNCT
futech-370	232	263	21.4	21.4	NUM
futech-370	232	264	%	%	NOUN
futech-370	232	265	19	19	NUM
futech-370	232	266	%	%	NOUN
futech-370	232	267	utilization	utilization	NOUN
futech-370	232	268	gain	gain	VERB
futech-370	232	269	101	101	NUM
futech-370	232	270	%	%	NOUN
futech-370	232	271	bottleneck	bottleneck	NOUN
futech-370	232	272	improvement	improvement	NOUN
futech-370	232	273	reinforcement	reinforcement	NOUN
futech-370	232	274	learning	learn	VERB
futech-370	232	275	digital	digital	ADJ
futech-370	232	276	twin	twin	ADJ
futech-370	232	277	simulation	simulation	NOUN
futech-370	232	278	risk	risk	NOUN
futech-370	232	279	assessment	assessment	NOUN
futech-370	232	280	risk	risk	NOUN
futech-370	232	281	identification	identification	NOUN
futech-370	232	282	:	:	PUNCT
futech-370	232	283	83.7	83.7	NUM
futech-370	232	284	%	%	NOUN
futech-370	232	285	false	false	ADJ
futech-370	232	286	positive	positive	ADJ
futech-370	232	287	rate	rate	NOUN
futech-370	232	288	:	:	PUNCT
futech-370	232	289	12.3	12.3	NUM
futech-370	232	290	%	%	NOUN
futech-370	232	291	risk	risk	NOUN
futech-370	232	292	identification	identification	NOUN
futech-370	232	293	:	:	PUNCT
futech-370	232	294	64.2	64.2	NUM
futech-370	232	295	%	%	NOUN
futech-370	232	296	false	false	ADJ
futech-370	232	297	positive	positive	ADJ
futech-370	232	298	rate	rate	NOUN
futech-370	232	299	:	:	PUNCT
futech-370	232	300	23.8	23.8	NUM
futech-370	232	301	%	%	NOUN
futech-370	232	302	30	30	NUM
futech-370	232	303	%	%	NOUN
futech-370	232	304	identification	identification	NOUN
futech-370	232	305	gain	gain	NOUN
futech-370	232	306	48	48	NUM
futech-370	232	307	%	%	NOUN
futech-370	232	308	false	false	ADJ
futech-370	232	309	positive	positive	ADJ
futech-370	232	310	reduction	reduction	NOUN
futech-370	232	311	bayesian	bayesian	NOUN
futech-370	232	312	networks	network	VERB
futech-370	232	313	uncertainty	uncertainty	NOUN
futech-370	232	314	quantification	quantification	NOUN
futech-370	232	315	q.	q.	PROPN
futech-370	232	316	ma	ma	PROPN
futech-370	232	317	&	&	CCONJ
futech-370	232	318	d.	d.	PROPN
futech-370	232	319	wu	wu	PROPN
futech-370	232	320	/future	/future	PUNCT
futech-370	232	321	technology	technology	PROPN
futech-370	232	322	august	august	PROPN
futech-370	232	323	2025|	2025|	NUM
futech-370	233	1	volume	volume	NOUN
futech-370	233	2	04	04	NUM
futech-370	234	1	|	|	NOUN
futech-370	234	2	issue	issue	NOUN
futech-370	234	3	03	03	NUM
futech-370	235	1	|	|	ADV
futech-370	235	2	pages	page	NOUN
futech-370	235	3	54	54	NUM
futech-370	235	4	-	-	SYM
futech-370	235	5	66	66	NUM
futech-370	235	6	63	63	NUM
futech-370	235	7	the	the	DET
futech-370	235	8	study	study	NOUN
futech-370	235	9	's	's	PART
futech-370	235	10	geographic	geographic	ADJ
futech-370	235	11	concentration	concentration	NOUN
futech-370	235	12	within	within	ADP
futech-370	235	13	chinese	chinese	ADJ
futech-370	235	14	manufacturing	manufacturing	NOUN
futech-370	235	15	contexts	context	NOUN
futech-370	235	16	may	may	AUX
futech-370	235	17	limit	limit	VERB
futech-370	235	18	cross	cross	ADJ
futech-370	235	19	-	-	ADJ
futech-370	235	20	cultural	cultural	ADJ
futech-370	235	21	generalizability	generalizability	NOUN
futech-370	235	22	,	,	PUNCT
futech-370	235	23	as	as	SCONJ
futech-370	235	24	organizational	organizational	ADJ
futech-370	235	25	behaviors	behavior	NOUN
futech-370	235	26	and	and	CCONJ
futech-370	235	27	trust	trust	NOUN
futech-370	235	28	formation	formation	NOUN
futech-370	235	29	mechanisms	mechanism	NOUN
futech-370	235	30	vary	vary	VERB
futech-370	235	31	across	across	ADP
futech-370	235	32	different	different	ADJ
futech-370	235	33	cultural	cultural	ADJ
futech-370	235	34	and	and	CCONJ
futech-370	235	35	regulatory	regulatory	ADJ
futech-370	235	36	environments	environment	NOUN
futech-370	235	37	.	.	PUNCT
futech-370	236	1	the	the	DET
futech-370	236	2	eight	eight	NUM
futech-370	236	3	-	-	PUNCT
futech-370	236	4	month	month	NOUN
futech-370	236	5	experimental	experimental	ADJ
futech-370	236	6	period	period	NOUN
futech-370	236	7	,	,	PUNCT
futech-370	236	8	though	though	SCONJ
futech-370	236	9	sufficient	sufficient	ADJ
futech-370	236	10	for	for	ADP
futech-370	236	11	initial	initial	ADJ
futech-370	236	12	performance	performance	NOUN
futech-370	236	13	assessment	assessment	NOUN
futech-370	236	14	,	,	PUNCT
futech-370	236	15	provides	provide	VERB
futech-370	236	16	limited	limited	ADJ
futech-370	236	17	insight	insight	NOUN
futech-370	236	18	into	into	ADP
futech-370	236	19	long	long	ADJ
futech-370	236	20	-	-	PUNCT
futech-370	236	21	term	term	NOUN
futech-370	236	22	sustainability	sustainability	NOUN
futech-370	236	23	and	and	CCONJ
futech-370	236	24	potential	potential	ADJ
futech-370	236	25	system	system	NOUN
futech-370	236	26	degradation	degradation	NOUN
futech-370	236	27	.	.	PUNCT
futech-370	237	1	additionally	additionally	ADV
futech-370	237	2	,	,	PUNCT
futech-370	237	3	the	the	DET
futech-370	237	4	architecture	architecture	NOUN
futech-370	237	5	's	's	PART
futech-370	237	6	implementation	implementation	NOUN
futech-370	237	7	complexity	complexity	NOUN
futech-370	237	8	and	and	CCONJ
futech-370	237	9	resource	resource	NOUN
futech-370	237	10	requirements	requirement	NOUN
futech-370	237	11	may	may	AUX
futech-370	237	12	present	present	VERB
futech-370	237	13	scalability	scalability	NOUN
futech-370	237	14	challenges	challenge	NOUN
futech-370	237	15	for	for	ADP
futech-370	237	16	smaller	small	ADJ
futech-370	237	17	organizations	organization	NOUN
futech-370	237	18	,	,	PUNCT
futech-370	237	19	potentially	potentially	ADV
futech-370	237	20	reinforcing	reinforce	VERB
futech-370	237	21	existing	exist	VERB
futech-370	237	22	power	power	NOUN
futech-370	237	23	asymmetries	asymmetry	NOUN
futech-370	237	24	within	within	ADP
futech-370	237	25	supply	supply	NOUN
futech-370	237	26	networks	network	NOUN
futech-370	237	27	.	.	PUNCT
futech-370	238	1	the	the	DET
futech-370	238	2	sample	sample	NOUN
futech-370	238	3	size	size	NOUN
futech-370	238	4	of	of	ADP
futech-370	238	5	47	47	NUM
futech-370	238	6	organizations	organization	NOUN
futech-370	238	7	,	,	PUNCT
futech-370	238	8	while	while	SCONJ
futech-370	238	9	methodologically	methodologically	ADV
futech-370	238	10	adequate	adequate	ADJ
futech-370	238	11	,	,	PUNCT
futech-370	238	12	represents	represent	VERB
futech-370	238	13	a	a	DET
futech-370	238	14	relatively	relatively	ADV
futech-370	238	15	small	small	ADJ
futech-370	238	16	portion	portion	NOUN
futech-370	238	17	of	of	ADP
futech-370	238	18	the	the	DET
futech-370	238	19	broader	broad	ADJ
futech-370	238	20	manufacturing	manufacturing	NOUN
futech-370	238	21	ecosystem	ecosystem	NOUN
futech-370	238	22	.	.	PUNCT
futech-370	239	1	these	these	DET
futech-370	239	2	limitations	limitation	NOUN
futech-370	239	3	are	be	AUX
futech-370	239	4	addressed	address	VERB
futech-370	239	5	more	more	ADV
futech-370	239	6	comprehensively	comprehensively	ADV
futech-370	239	7	in	in	ADP
futech-370	239	8	the	the	DET
futech-370	239	9	discussion	discussion	NOUN
futech-370	239	10	section	section	NOUN
futech-370	239	11	,	,	PUNCT
futech-370	239	12	where	where	SCONJ
futech-370	239	13	their	their	PRON
futech-370	239	14	implications	implication	NOUN
futech-370	239	15	for	for	ADP
futech-370	239	16	theory	theory	NOUN
futech-370	239	17	and	and	CCONJ
futech-370	239	18	practice	practice	NOUN
futech-370	239	19	are	be	AUX
futech-370	239	20	explored	explore	VERB
futech-370	239	21	in	in	ADP
futech-370	239	22	detail	detail	NOUN
futech-370	239	23	.	.	PUNCT
futech-370	240	1	4	4	X
futech-370	240	2	.	.	X
futech-370	240	3	discussion	discussion	NOUN
futech-370	240	4	this	this	DET
futech-370	240	5	paper	paper	NOUN
futech-370	240	6	contributes	contribute	VERB
futech-370	240	7	to	to	ADP
futech-370	240	8	the	the	DET
futech-370	240	9	debate	debate	NOUN
futech-370	240	10	on	on	ADP
futech-370	240	11	supply	supply	NOUN
futech-370	240	12	chain	chain	NOUN
futech-370	240	13	integration	integration	NOUN
futech-370	240	14	by	by	ADP
futech-370	240	15	examining	examine	VERB
futech-370	240	16	trust	trust	NOUN
futech-370	240	17	as	as	ADP
futech-370	240	18	an	an	DET
futech-370	240	19	algorithmically	algorithmically	ADV
futech-370	240	20	mediated	mediate	VERB
futech-370	240	21	phenomenon	phenomenon	NOUN
futech-370	240	22	in	in	ADP
futech-370	240	23	multi	multi	ADJ
futech-370	240	24	-	-	ADJ
futech-370	240	25	tiered	tiered	ADJ
futech-370	240	26	relationships	relationship	NOUN
futech-370	240	27	.	.	PUNCT
futech-370	241	1	the	the	DET
futech-370	241	2	hybrid	hybrid	ADJ
futech-370	241	3	architecture	architecture	NOUN
futech-370	241	4	’s	’s	PART
futech-370	241	5	reputation	reputation	NOUN
futech-370	241	6	-	-	PUNCT
futech-370	241	7	based	base	VERB
futech-370	241	8	smart	smart	ADJ
futech-370	241	9	contract	contract	NOUN
futech-370	241	10	system	system	NOUN
futech-370	241	11	marks	mark	VERB
futech-370	241	12	a	a	DET
futech-370	241	13	new	new	ADJ
futech-370	241	14	innovation	innovation	NOUN
futech-370	241	15	in	in	ADP
futech-370	241	16	trust	trust	NOUN
futech-370	241	17	formation	formation	NOUN
futech-370	241	18	that	that	PRON
futech-370	241	19	goes	go	VERB
futech-370	241	20	beyond	beyond	ADP
futech-370	241	21	interpersonal	interpersonal	ADJ
futech-370	241	22	relations	relation	NOUN
futech-370	241	23	and	and	CCONJ
futech-370	241	24	formal	formal	ADJ
futech-370	241	25	agreements	agreement	NOUN
futech-370	241	26	to	to	PART
futech-370	241	27	include	include	VERB
futech-370	241	28	social	social	ADJ
futech-370	241	29	capital	capital	NOUN
futech-370	241	30	-	-	PUNCT
futech-370	241	31	based	base	VERB
futech-370	241	32	trust	trust	NOUN
futech-370	241	33	research	research	NOUN
futech-370	241	34	.	.	PUNCT
futech-370	242	1	countless	countless	ADJ
futech-370	242	2	studies	study	NOUN
futech-370	242	3	have	have	AUX
futech-370	242	4	documented	document	VERB
futech-370	242	5	an	an	DET
futech-370	242	6	increasing	increase	VERB
futech-370	242	7	reliance	reliance	NOUN
futech-370	242	8	on	on	ADP
futech-370	242	9	direct	direct	ADJ
futech-370	242	10	specialization	specialization	NOUN
futech-370	242	11	and	and	CCONJ
futech-370	242	12	outsourcing	outsource	VERB
futech-370	242	13	through	through	ADP
futech-370	242	14	algorithms	algorithm	NOUN
futech-370	242	15	,	,	PUNCT
futech-370	242	16	thereby	thereby	ADV
futech-370	242	17	diminishing	diminish	VERB
futech-370	242	18	human	human	ADJ
futech-370	242	19	involvement	involvement	NOUN
futech-370	242	20	in	in	ADP
futech-370	242	21	operations	operation	NOUN
futech-370	242	22	.	.	PUNCT
futech-370	243	1	by	by	ADP
futech-370	243	2	embedding	embed	VERB
futech-370	243	3	trust	trust	NOUN
futech-370	243	4	parameters	parameter	NOUN
futech-370	243	5	within	within	ADP
futech-370	243	6	technical	technical	ADJ
futech-370	243	7	protocols	protocol	NOUN
futech-370	243	8	,	,	PUNCT
futech-370	243	9	the	the	DET
futech-370	243	10	architecture	architecture	NOUN
futech-370	243	11	creates	create	VERB
futech-370	243	12	what	what	PRON
futech-370	243	13	yavaprabhas	yavaprabhas	PROPN
futech-370	243	14	et	et	PROPN
futech-370	243	15	al	al	PROPN
futech-370	243	16	.	.	PUNCT
futech-370	244	1	[	[	X
futech-370	244	2	27	27	NUM
futech-370	244	3	]	]	X
futech-370	244	4	call	call	NOUN
futech-370	244	5	“	"	PUNCT
futech-370	244	6	computational	computational	ADJ
futech-370	244	7	trust	trust	NOUN
futech-370	244	8	transfer	transfer	NOUN
futech-370	244	9	,	,	PUNCT
futech-370	244	10	”	"	PUNCT
futech-370	244	11	wherein	wherein	SCONJ
futech-370	244	12	the	the	DET
futech-370	244	13	basis	basis	NOUN
futech-370	244	14	for	for	ADP
futech-370	244	15	confidence	confidence	NOUN
futech-370	244	16	shifts	shift	NOUN
futech-370	244	17	from	from	ADP
futech-370	244	18	direct	direct	ADJ
futech-370	244	19	human	human	ADJ
futech-370	244	20	interactions	interaction	NOUN
futech-370	244	21	to	to	ADP
futech-370	244	22	algorithmised	algorithmise	VERB
futech-370	244	23	verifications	verification	NOUN
futech-370	244	24	.	.	PUNCT
futech-370	245	1	this	this	DET
futech-370	245	2	algorithmic	algorithmic	ADJ
futech-370	245	3	trust	trust	NOUN
futech-370	245	4	mechanism	mechanism	NOUN
futech-370	245	5	builds	build	VERB
futech-370	245	6	upon	upon	SCONJ
futech-370	245	7	established	establish	VERB
futech-370	245	8	trust	trust	NOUN
futech-370	245	9	theory	theory	NOUN
futech-370	245	10	frameworks	framework	NOUN
futech-370	245	11	while	while	SCONJ
futech-370	245	12	extending	extend	VERB
futech-370	245	13	them	they	PRON
futech-370	245	14	to	to	ADP
futech-370	245	15	technological	technological	ADJ
futech-370	245	16	contexts	context	NOUN
futech-370	245	17	,	,	PUNCT
futech-370	245	18	where	where	SCONJ
futech-370	245	19	trust	trust	NOUN
futech-370	245	20	formation	formation	NOUN
futech-370	245	21	in	in	ADP
futech-370	245	22	digital	digital	ADJ
futech-370	245	23	environments	environment	NOUN
futech-370	245	24	requires	require	VERB
futech-370	245	25	different	different	ADJ
futech-370	245	26	mechanisms	mechanism	NOUN
futech-370	245	27	than	than	ADP
futech-370	245	28	traditional	traditional	ADJ
futech-370	245	29	interpersonal	interpersonal	ADJ
futech-370	245	30	trust	trust	NOUN
futech-370	245	31	[	[	X
futech-370	245	32	28	28	NUM
futech-370	245	33	,	,	PUNCT
futech-370	245	34	29	29	NUM
futech-370	245	35	]	]	PUNCT
futech-370	245	36	.	.	PUNCT
futech-370	246	1	the	the	DET
futech-370	246	2	smart	smart	ADJ
futech-370	246	3	contract	contract	NOUN
futech-370	246	4	system	system	NOUN
futech-370	246	5	operationalizes	operationalize	VERB
futech-370	246	6	core	core	PROPN
futech-370	246	7	trust	trust	NOUN
futech-370	246	8	dimensions	dimension	NOUN
futech-370	246	9	through	through	ADP
futech-370	246	10	measurable	measurable	ADJ
futech-370	246	11	parameters	parameter	NOUN
futech-370	246	12	:	:	PUNCT
futech-370	246	13	ability	ability	NOUN
futech-370	246	14	via	via	ADP
futech-370	246	15	historical	historical	ADJ
futech-370	246	16	performance	performance	NOUN
futech-370	246	17	metrics	metric	NOUN
futech-370	246	18	,	,	PUNCT
futech-370	246	19	benevolence	benevolence	NOUN
futech-370	246	20	through	through	ADP
futech-370	246	21	reciprocal	reciprocal	ADJ
futech-370	246	22	information	information	NOUN
futech-370	246	23	sharing	sharing	NOUN
futech-370	246	24	behaviors	behavior	NOUN
futech-370	246	25	,	,	PUNCT
futech-370	246	26	and	and	CCONJ
futech-370	246	27	integrity	integrity	NOUN
futech-370	246	28	via	via	ADP
futech-370	246	29	blockchain	blockchain	NOUN
futech-370	246	30	immutability	immutability	NOUN
futech-370	246	31	[	[	X
futech-370	246	32	19	19	NUM
futech-370	246	33	]	]	PUNCT
futech-370	246	34	.	.	PUNCT
futech-370	247	1	unlike	unlike	ADP
futech-370	247	2	traditional	traditional	ADJ
futech-370	247	3	organizational	organizational	ADJ
futech-370	247	4	trust	trust	NOUN
futech-370	247	5	formation	formation	NOUN
futech-370	247	6	that	that	PRON
futech-370	247	7	relies	rely	VERB
futech-370	247	8	on	on	ADP
futech-370	247	9	repeated	repeat	VERB
futech-370	247	10	social	social	ADJ
futech-370	247	11	interactions	interaction	NOUN
futech-370	247	12	,	,	PUNCT
futech-370	247	13	algorithmic	algorithmic	ADJ
futech-370	247	14	trust	trust	NOUN
futech-370	247	15	enables	enable	VERB
futech-370	247	16	"	"	PUNCT
futech-370	247	17	institutional	institutional	ADJ
futech-370	247	18	trust	trust	NOUN
futech-370	247	19	automation	automation	NOUN
futech-370	247	20	"	"	PUNCT
futech-370	247	21	where	where	SCONJ
futech-370	247	22	relationships	relationship	NOUN
futech-370	247	23	are	be	AUX
futech-370	247	24	mediated	mediate	VERB
futech-370	247	25	through	through	ADP
futech-370	247	26	verifiable	verifiable	ADJ
futech-370	247	27	digital	digital	ADJ
futech-370	247	28	protocols	protocol	NOUN
futech-370	248	1	[	[	X
futech-370	248	2	27	27	NUM
futech-370	248	3	]	]	PUNCT
futech-370	248	4	,	,	PUNCT
futech-370	248	5	extending	extend	VERB
futech-370	248	6	beyond	beyond	ADP
futech-370	248	7	calculative	calculative	ADJ
futech-370	248	8	trust	trust	NOUN
futech-370	248	9	theories	theory	NOUN
futech-370	248	10	to	to	PART
futech-370	248	11	enable	enable	VERB
futech-370	248	12	dynamic	dynamic	ADJ
futech-370	248	13	trust	trust	NOUN
futech-370	248	14	calibration	calibration	NOUN
futech-370	248	15	based	base	VERB
futech-370	248	16	on	on	ADP
futech-370	248	17	real	real	ADJ
futech-370	248	18	-	-	PUNCT
futech-370	248	19	time	time	NOUN
futech-370	248	20	performance	performance	NOUN
futech-370	248	21	data	datum	NOUN
futech-370	248	22	and	and	CCONJ
futech-370	248	23	addressing	address	VERB
futech-370	248	24	temporal	temporal	ADJ
futech-370	248	25	and	and	CCONJ
futech-370	248	26	information	information	NOUN
futech-370	248	27	asymmetry	asymmetry	NOUN
futech-370	248	28	challenges	challenge	NOUN
futech-370	248	29	in	in	ADP
futech-370	248	30	multi	multi	ADJ
futech-370	248	31	-	-	ADJ
futech-370	248	32	tier	tier	ADJ
futech-370	248	33	supply	supply	NOUN
futech-370	248	34	relationships	relationship	NOUN
futech-370	248	35	[	[	X
futech-370	248	36	30	30	NUM
futech-370	248	37	]	]	PUNCT
futech-370	248	38	.	.	PUNCT
futech-370	249	1	as	as	SCONJ
futech-370	249	2	discussed	discuss	VERB
futech-370	249	3	in	in	ADP
futech-370	249	4	a	a	DET
futech-370	249	5	previous	previous	ADJ
futech-370	249	6	comment	comment	NOUN
futech-370	249	7	,	,	PUNCT
futech-370	249	8	these	these	DET
futech-370	249	9	models	model	NOUN
futech-370	249	10	address	address	VERB
futech-370	249	11	fundamental	fundamental	ADJ
futech-370	249	12	gaps	gap	NOUN
futech-370	249	13	in	in	ADP
futech-370	249	14	approaches	approach	NOUN
futech-370	249	15	that	that	PRON
futech-370	249	16	attempt	attempt	VERB
futech-370	249	17	to	to	PART
futech-370	249	18	converge	converge	VERB
futech-370	249	19	systems	system	NOUN
futech-370	249	20	but	but	CCONJ
futech-370	249	21	lack	lack	VERB
futech-370	249	22	the	the	DET
futech-370	249	23	ability	ability	NOUN
futech-370	249	24	to	to	PART
futech-370	249	25	scale	scale	VERB
futech-370	249	26	,	,	PUNCT
futech-370	249	27	relatively	relatively	ADV
futech-370	249	28	cross	cross	VERB
futech-370	249	29	organizational	organizational	ADJ
futech-370	249	30	borders	border	NOUN
futech-370	249	31	,	,	PUNCT
futech-370	249	32	especially	especially	ADV
futech-370	249	33	for	for	ADP
futech-370	249	34	large	large	ADJ
futech-370	249	35	-	-	PUNCT
futech-370	249	36	scale	scale	NOUN
futech-370	249	37	problems	problem	NOUN
futech-370	249	38	with	with	ADP
futech-370	249	39	heterogeneous	heterogeneous	ADJ
futech-370	249	40	technological	technological	ADJ
futech-370	249	41	,	,	PUNCT
futech-370	249	42	competitive	competitive	ADJ
futech-370	249	43	,	,	PUNCT
futech-370	249	44	and	and	CCONJ
futech-370	249	45	participatory	participatory	ADJ
futech-370	249	46	concerns	concern	NOUN
futech-370	249	47	.	.	PUNCT
futech-370	250	1	the	the	DET
futech-370	250	2	conflict	conflict	NOUN
futech-370	250	3	of	of	ADP
futech-370	250	4	information	information	NOUN
futech-370	250	5	disclosure	disclosure	NOUN
futech-370	250	6	and	and	CCONJ
futech-370	250	7	the	the	DET
futech-370	250	8	protection	protection	NOUN
futech-370	250	9	of	of	ADP
futech-370	250	10	competitive	competitive	ADJ
futech-370	250	11	business	business	NOUN
futech-370	250	12	knowledge	knowledge	NOUN
futech-370	250	13	remains	remain	VERB
futech-370	250	14	ever	ever	ADV
futech-370	250	15	-	-	PUNCT
futech-370	250	16	present	present	ADJ
futech-370	250	17	regarding	regard	VERB
futech-370	250	18	supply	supply	NOUN
futech-370	250	19	chain	chain	NOUN
futech-370	250	20	collaboration	collaboration	NOUN
futech-370	250	21	.	.	PUNCT
futech-370	251	1	how	how	SCONJ
futech-370	251	2	this	this	DET
futech-370	251	3	conflict	conflict	NOUN
futech-370	251	4	is	be	AUX
futech-370	251	5	resolved	resolve	VERB
futech-370	251	6	through	through	ADP
futech-370	251	7	new	new	ADJ
futech-370	251	8	technologies	technology	NOUN
futech-370	251	9	is	be	AUX
futech-370	251	10	visible	visible	ADJ
futech-370	251	11	in	in	ADP
futech-370	251	12	the	the	DET
futech-370	251	13	federated	federated	ADJ
futech-370	251	14	learning	learn	VERB
futech-370	251	15	part	part	NOUN
futech-370	251	16	of	of	ADP
futech-370	251	17	the	the	DET
futech-370	251	18	architecture	architecture	NOUN
futech-370	251	19	.	.	PUNCT
futech-370	252	1	earlier	early	ADJ
futech-370	252	2	integration	integration	NOUN
futech-370	252	3	attempts	attempt	NOUN
futech-370	252	4	often	often	ADV
futech-370	252	5	resulted	result	VERB
futech-370	252	6	in	in	ADP
futech-370	252	7	organizations	organization	NOUN
futech-370	252	8	being	be	AUX
futech-370	252	9	boxed	box	VERB
futech-370	252	10	into	into	ADP
futech-370	252	11	the	the	DET
futech-370	252	12	“	"	PUNCT
futech-370	252	13	datadump	datadump	VERB
futech-370	252	14	-	-	PUNCT
futech-370	252	15	or	or	CCONJ
futech-370	252	16	-	-	PUNCT
futech-370	252	17	competitive	competitive	ADJ
futech-370	252	18	-	-	PUNCT
futech-370	252	19	protect	protect	NOUN
futech-370	252	20	”	"	PUNCT
futech-370	252	21	dichotomy	dichotomy	NOUN
futech-370	252	22	.	.	PUNCT
futech-370	253	1	instead	instead	ADV
futech-370	253	2	,	,	PUNCT
futech-370	253	3	the	the	DET
futech-370	253	4	proposed	propose	VERB
futech-370	253	5	architecture	architecture	NOUN
futech-370	253	6	allows	allow	VERB
futech-370	253	7	what	what	PRON
futech-370	253	8	may	may	AUX
futech-370	253	9	be	be	AUX
futech-370	253	10	termed	term	VERB
futech-370	253	11	“	"	PUNCT
futech-370	253	12	selective	selective	ADJ
futech-370	253	13	transparency	transparency	NOUN
futech-370	253	14	,	,	PUNCT
futech-370	253	15	”	"	PUNCT
futech-370	253	16	where	where	SCONJ
futech-370	253	17	partners	partner	NOUN
futech-370	253	18	leverage	leverage	VERB
futech-370	253	19	collective	collective	ADJ
futech-370	253	20	intelligence	intelligence	NOUN
futech-370	253	21	without	without	ADP
futech-370	253	22	exposing	expose	VERB
futech-370	253	23	proprietary	proprietary	ADJ
futech-370	253	24	information	information	NOUN
futech-370	253	25	.	.	PUNCT
futech-370	254	1	this	this	PRON
futech-370	254	2	echoes	echo	VERB
futech-370	254	3	zheng	zheng	PROPN
futech-370	254	4	et	et	PROPN
futech-370	254	5	al	al	PROPN
futech-370	254	6	.	.	PROPN
futech-370	254	7	's	's	PART
futech-370	254	8	findings	finding	NOUN
futech-370	254	9	[	[	X
futech-370	254	10	31	31	NUM
futech-370	254	11	]	]	PUNCT
futech-370	254	12	on	on	ADP
futech-370	254	13	privacy	privacy	NOUN
futech-370	254	14	-	-	PUNCT
futech-370	254	15	preserving	preserve	VERB
futech-370	254	16	collective	collective	ADJ
futech-370	254	17	risk	risk	NOUN
futech-370	254	18	prediction	prediction	NOUN
futech-370	254	19	,	,	PUNCT
futech-370	254	20	although	although	SCONJ
futech-370	254	21	it	it	PRON
futech-370	254	22	goes	go	VERB
futech-370	254	23	beyond	beyond	ADP
futech-370	254	24	their	their	PRON
futech-370	254	25	work	work	NOUN
futech-370	254	26	by	by	ADP
futech-370	254	27	adding	add	VERB
futech-370	254	28	blockchain	blockchain	PROPN
futech-370	254	29	validation	validation	NOUN
futech-370	254	30	processes	process	NOUN
futech-370	254	31	that	that	PRON
futech-370	254	32	strengthen	strengthen	VERB
futech-370	254	33	trust	trust	NOUN
futech-370	254	34	in	in	ADP
futech-370	254	35	the	the	DET
futech-370	254	36	federated	federated	ADJ
futech-370	254	37	model	model	NOUN
futech-370	254	38	’s	’s	PART
futech-370	254	39	outputs	output	NOUN
futech-370	254	40	.	.	PUNCT
futech-370	255	1	results	result	NOUN
futech-370	255	2	strongly	strongly	ADV
futech-370	255	3	indicate	indicate	VERB
futech-370	255	4	this	this	DET
futech-370	255	5	balanced	balanced	ADJ
futech-370	255	6	approach	approach	NOUN
futech-370	255	7	increases	increase	VERB
futech-370	255	8	adoption	adoption	NOUN
futech-370	255	9	in	in	ADP
futech-370	255	10	competitive	competitive	ADJ
futech-370	255	11	industries	industry	NOUN
futech-370	255	12	more	more	ADJ
futech-370	255	13	than	than	ADP
futech-370	255	14	traditional	traditional	ADJ
futech-370	255	15	methods	method	NOUN
futech-370	255	16	,	,	PUNCT
futech-370	255	17	undermining	undermine	VERB
futech-370	255	18	purely	purely	ADV
futech-370	255	19	technical	technical	ADJ
futech-370	255	20	solutions	solution	NOUN
futech-370	255	21	to	to	PART
futech-370	255	22	dismantle	dismantle	VERB
futech-370	255	23	strategic	strategic	ADJ
futech-370	255	24	data	datum	NOUN
futech-370	255	25	silos	silo	NOUN
futech-370	255	26	.	.	PUNCT
futech-370	256	1	international	international	ADJ
futech-370	256	2	implementation	implementation	NOUN
futech-370	256	3	requires	require	VERB
futech-370	256	4	careful	careful	ADJ
futech-370	256	5	contextual	contextual	ADJ
futech-370	256	6	adaptation	adaptation	NOUN
futech-370	256	7	.	.	PUNCT
futech-370	257	1	in	in	ADP
futech-370	257	2	western	western	ADJ
futech-370	257	3	markets	market	NOUN
futech-370	257	4	with	with	ADP
futech-370	257	5	stricter	strict	ADJ
futech-370	257	6	privacy	privacy	NOUN
futech-370	257	7	regulations	regulation	NOUN
futech-370	257	8	and	and	CCONJ
futech-370	257	9	individualistic	individualistic	ADJ
futech-370	257	10	cultures	culture	NOUN
futech-370	257	11	,	,	PUNCT
futech-370	257	12	the	the	DET
futech-370	257	13	algorithmic	algorithmic	ADJ
futech-370	257	14	trust	trust	NOUN
futech-370	257	15	mechanisms	mechanism	NOUN
futech-370	257	16	need	need	VERB
futech-370	257	17	enhanced	enhanced	ADJ
futech-370	257	18	transparency	transparency	NOUN
futech-370	257	19	features	feature	NOUN
futech-370	257	20	and	and	CCONJ
futech-370	257	21	modified	modify	VERB
futech-370	257	22	trust	trust	NOUN
futech-370	257	23	parameters	parameter	NOUN
futech-370	257	24	.	.	PUNCT
futech-370	258	1	while	while	SCONJ
futech-370	258	2	chinese	chinese	ADJ
futech-370	258	3	organizations	organization	NOUN
futech-370	258	4	rely	rely	VERB
futech-370	258	5	on	on	ADP
futech-370	258	6	relationship	relationship	NOUN
futech-370	258	7	-	-	PUNCT
futech-370	258	8	based	base	VERB
futech-370	258	9	trust	trust	NOUN
futech-370	258	10	(	(	PUNCT
futech-370	258	11	guanxi	guanxi	NOUN
futech-370	258	12	)	)	PUNCT
futech-370	258	13	,	,	PUNCT
futech-370	258	14	western	western	ADJ
futech-370	258	15	supply	supply	NOUN
futech-370	258	16	chains	chain	NOUN
futech-370	258	17	emphasize	emphasize	VERB
futech-370	258	18	performance	performance	NOUN
futech-370	258	19	-	-	PUNCT
futech-370	258	20	based	base	VERB
futech-370	258	21	metrics	metric	NOUN
futech-370	258	22	,	,	PUNCT
futech-370	258	23	requiring	require	VERB
futech-370	258	24	recalibrated	recalibrate	VERB
futech-370	258	25	reputation	reputation	NOUN
futech-370	258	26	weights	weight	NOUN
futech-370	258	27	in	in	ADP
futech-370	258	28	smart	smart	ADJ
futech-370	258	29	contracts	contract	NOUN
futech-370	258	30	.	.	PUNCT
futech-370	259	1	additionally	additionally	ADV
futech-370	259	2	,	,	PUNCT
futech-370	259	3	developing	develop	VERB
futech-370	259	4	economies	economy	NOUN
futech-370	259	5	may	may	AUX
futech-370	259	6	require	require	VERB
futech-370	259	7	simplified	simplified	ADJ
futech-370	259	8	architectural	architectural	ADJ
futech-370	259	9	variants	variant	NOUN
futech-370	259	10	due	due	ADP
futech-370	259	11	to	to	ADP
futech-370	259	12	infrastructure	infrastructure	NOUN
futech-370	259	13	constraints	constraint	NOUN
futech-370	259	14	.	.	PUNCT
futech-370	260	1	despite	despite	SCONJ
futech-370	260	2	promising	promising	ADJ
futech-370	260	3	results	result	NOUN
futech-370	260	4	,	,	PUNCT
futech-370	260	5	several	several	ADJ
futech-370	260	6	implementation	implementation	NOUN
futech-370	260	7	challenges	challenge	VERB
futech-370	260	8	merit	merit	NOUN
futech-370	260	9	consideration	consideration	NOUN
futech-370	260	10	.	.	PUNCT
futech-370	261	1	the	the	DET
futech-370	261	2	architecture	architecture	NOUN
futech-370	261	3	's	's	PART
futech-370	261	4	deployment	deployment	NOUN
futech-370	261	5	across	across	ADP
futech-370	261	6	heterogeneous	heterogeneous	ADJ
futech-370	261	7	organizational	organizational	ADJ
futech-370	261	8	contexts	context	NOUN
futech-370	261	9	revealed	reveal	VERB
futech-370	261	10	scaling	scale	VERB
futech-370	261	11	difficulties	difficulty	NOUN
futech-370	261	12	,	,	PUNCT
futech-370	261	13	particularly	particularly	ADV
futech-370	261	14	among	among	ADP
futech-370	261	15	resourceconstrained	resourceconstraine	VERB
futech-370	261	16	participants	participant	NOUN
futech-370	261	17	.	.	PUNCT
futech-370	262	1	organizations	organization	NOUN
futech-370	262	2	with	with	ADP
futech-370	262	3	limited	limited	ADJ
futech-370	262	4	technological	technological	ADJ
futech-370	262	5	capabilities	capability	NOUN
futech-370	262	6	often	often	ADV
futech-370	262	7	struggle	struggle	VERB
futech-370	262	8	to	to	PART
futech-370	262	9	implement	implement	VERB
futech-370	262	10	the	the	DET
futech-370	262	11	complete	complete	ADJ
futech-370	262	12	architecture	architecture	NOUN
futech-370	262	13	,	,	PUNCT
futech-370	262	14	potentially	potentially	ADV
futech-370	262	15	reinforcing	reinforce	VERB
futech-370	262	16	rather	rather	ADV
futech-370	262	17	than	than	ADP
futech-370	262	18	reducing	reduce	VERB
futech-370	262	19	power	power	NOUN
futech-370	262	20	asymmetries	asymmetry	NOUN
futech-370	262	21	within	within	ADP
futech-370	262	22	supply	supply	NOUN
futech-370	262	23	networks	network	NOUN
futech-370	262	24	.	.	PUNCT
futech-370	263	1	this	this	DET
futech-370	263	2	limitation	limitation	NOUN
futech-370	263	3	echoes	echo	VERB
futech-370	263	4	concerns	concern	NOUN
futech-370	263	5	raised	raise	VERB
futech-370	263	6	by	by	ADP
futech-370	263	7	nguyen	nguyen	PROPN
futech-370	263	8	et	et	PROPN
futech-370	263	9	al	al	PROPN
futech-370	263	10	.	.	PUNCT
futech-370	264	1	[	[	X
futech-370	264	2	32	32	NUM
futech-370	264	3	]	]	PUNCT
futech-370	264	4	regarding	regard	VERB
futech-370	264	5	the	the	DET
futech-370	264	6	computational	computational	ADJ
futech-370	264	7	demands	demand	NOUN
futech-370	264	8	of	of	ADP
futech-370	264	9	blockchainfederated	blockchainfederated	ADJ
futech-370	264	10	learning	learning	NOUN
futech-370	264	11	systems	system	NOUN
futech-370	264	12	.	.	PUNCT
futech-370	265	1	additionally	additionally	ADV
futech-370	265	2	,	,	PUNCT
futech-370	265	3	regulatory	regulatory	ADJ
futech-370	265	4	complexities	complexity	NOUN
futech-370	265	5	across	across	ADP
futech-370	265	6	international	international	ADJ
futech-370	265	7	supply	supply	NOUN
futech-370	265	8	chains	chain	NOUN
futech-370	265	9	presented	present	VERB
futech-370	265	10	integration	integration	NOUN
futech-370	265	11	barriers	barrier	NOUN
futech-370	265	12	inadequately	inadequately	ADV
futech-370	265	13	addressed	address	VERB
futech-370	265	14	by	by	ADP
futech-370	265	15	the	the	DET
futech-370	265	16	current	current	ADJ
futech-370	265	17	design	design	NOUN
futech-370	265	18	.	.	PUNCT
futech-370	266	1	future	future	ADJ
futech-370	266	2	implementations	implementation	NOUN
futech-370	266	3	must	must	AUX
futech-370	266	4	develop	develop	VERB
futech-370	266	5	more	more	ADV
futech-370	266	6	flexible	flexible	ADJ
futech-370	266	7	deployment	deployment	NOUN
futech-370	266	8	models	model	NOUN
futech-370	266	9	that	that	PRON
futech-370	266	10	accommodate	accommodate	VERB
futech-370	266	11	varying	vary	VERB
futech-370	266	12	resource	resource	NOUN
futech-370	266	13	constraints	constraint	NOUN
futech-370	266	14	while	while	SCONJ
futech-370	266	15	maintaining	maintain	VERB
futech-370	266	16	system	system	NOUN
futech-370	266	17	integrity	integrity	NOUN
futech-370	266	18	.	.	PUNCT
futech-370	267	1	this	this	DET
futech-370	267	2	study	study	NOUN
futech-370	267	3	attempts	attempt	VERB
futech-370	267	4	to	to	PART
futech-370	267	5	fill	fill	VERB
futech-370	267	6	the	the	DET
futech-370	267	7	gap	gap	NOUN
futech-370	267	8	in	in	ADP
futech-370	267	9	the	the	DET
futech-370	267	10	theory	theory	NOUN
futech-370	267	11	of	of	ADP
futech-370	267	12	digital	digital	ADJ
futech-370	267	13	supply	supply	NOUN
futech-370	267	14	chains	chain	NOUN
futech-370	267	15	by	by	ADP
futech-370	267	16	merging	merge	VERB
futech-370	267	17	bounded	bounded	ADJ
futech-370	267	18	frameworks	framework	NOUN
futech-370	267	19	of	of	ADP
futech-370	267	20	technologies	technology	NOUN
futech-370	267	21	within	within	ADP
futech-370	267	22	an	an	DET
futech-370	267	23	ecosystem	ecosystem	NOUN
futech-370	267	24	.	.	PUNCT
futech-370	268	1	data	datum	NOUN
futech-370	268	2	integration	integration	NOUN
futech-370	268	3	centrally	centrally	ADV
futech-370	268	4	enhances	enhance	VERB
futech-370	268	5	visibility	visibility	NOUN
futech-370	268	6	,	,	PUNCT
futech-370	268	7	which	which	PRON
futech-370	268	8	is	be	AUX
futech-370	268	9	traditionally	traditionally	ADV
futech-370	268	10	thought	think	VERB
futech-370	268	11	to	to	PART
futech-370	268	12	be	be	AUX
futech-370	268	13	the	the	DET
futech-370	268	14	ideal	ideal	ADJ
futech-370	268	15	solution	solution	NOUN
futech-370	268	16	.	.	PUNCT
futech-370	269	1	however	however	ADV
futech-370	269	2	,	,	PUNCT
futech-370	269	3	this	this	DET
futech-370	269	4	approach	approach	NOUN
futech-370	269	5	is	be	AUX
futech-370	269	6	sub	sub	ADJ
futech-370	269	7	-	-	ADJ
futech-370	269	8	optimal	optimal	ADJ
futech-370	269	9	when	when	SCONJ
futech-370	269	10	considering	consider	VERB
futech-370	269	11	competitive	competitive	ADJ
futech-370	269	12	contexts	context	NOUN
futech-370	269	13	,	,	PUNCT
futech-370	269	14	where	where	SCONJ
futech-370	269	15	organisational	organisational	ADJ
futech-370	269	16	autonomy	autonomy	NOUN
futech-370	269	17	sustaining	sustain	VERB
futech-370	269	18	integration	integration	NOUN
futech-370	269	19	becomes	become	VERB
futech-370	269	20	more	more	ADV
futech-370	269	21	viable	viable	ADJ
futech-370	269	22	.	.	PUNCT
futech-370	270	1	this	this	DET
futech-370	270	2	viewpoint	viewpoint	NOUN
futech-370	270	3	evolves	evolve	VERB
futech-370	270	4	zhao	zhao	PROPN
futech-370	270	5	et	et	PROPN
futech-370	270	6	al	al	PROPN
futech-370	270	7	.	.	PROPN
futech-370	270	8	's	's	PART
futech-370	271	1	[	[	X
futech-370	271	2	33	33	NUM
futech-370	271	3	]	]	PUNCT
futech-370	271	4	model	model	NOUN
futech-370	271	5	by	by	ADP
futech-370	271	6	placing	place	VERB
futech-370	271	7	algorithmic	algorithmic	ADJ
futech-370	271	8	trust	trust	NOUN
futech-370	271	9	as	as	ADP
futech-370	271	10	an	an	DET
futech-370	271	11	influential	influential	ADJ
futech-370	271	12	mediator	mediator	NOUN
futech-370	271	13	into	into	ADP
futech-370	271	14	operational	operational	ADJ
futech-370	271	15	resilience	resilience	NOUN
futech-370	271	16	and	and	CCONJ
futech-370	271	17	transformational	transformational	ADJ
futech-370	271	18	supply	supply	NOUN
futech-370	271	19	chain	chain	NOUN
futech-370	271	20	digitisation	digitisation	NOUN
futech-370	271	21	.	.	PUNCT
futech-370	272	1	the	the	DET
futech-370	272	2	autonomous	autonomous	PROPN
futech-370	272	3	systems	system	NOUN
futech-370	272	4	model	model	NOUN
futech-370	272	5	empirically	empirically	ADV
futech-370	272	6	substantiates	substantiate	VERB
futech-370	272	7	the	the	DET
futech-370	272	8	argument	argument	NOUN
futech-370	272	9	that	that	SCONJ
futech-370	272	10	a	a	DET
futech-370	272	11	39	39	NUM
futech-370	272	12	%	%	NOUN
futech-370	272	13	improvement	improvement	NOUN
futech-370	272	14	in	in	ADP
futech-370	272	15	visibility	visibility	NOUN
futech-370	272	16	,	,	PUNCT
futech-370	272	17	relative	relative	ADJ
futech-370	272	18	to	to	ADP
futech-370	272	19	a	a	DET
futech-370	272	20	baseline	baseline	NOUN
futech-370	272	21	,	,	PUNCT
futech-370	272	22	can	can	AUX
futech-370	272	23	be	be	AUX
futech-370	272	24	achieved	achieve	VERB
futech-370	272	25	without	without	ADP
futech-370	272	26	centralising	centralise	VERB
futech-370	272	27	data	datum	NOUN
futech-370	272	28	silos	silo	NOUN
futech-370	272	29	.	.	PUNCT
futech-370	273	1	this	this	PRON
futech-370	273	2	may	may	AUX
futech-370	273	3	shift	shift	VERB
futech-370	273	4	the	the	DET
futech-370	273	5	paradigm	paradigm	NOUN
futech-370	273	6	in	in	ADP
futech-370	273	7	integration	integration	NOUN
futech-370	273	8	by	by	ADP
futech-370	273	9	fundamentals	fundamental	NOUN
futech-370	273	10	in	in	ADP
futech-370	273	11	future	future	ADJ
futech-370	273	12	research	research	NOUN
futech-370	273	13	.	.	PUNCT
futech-370	274	1	this	this	DET
futech-370	274	2	study	study	NOUN
futech-370	274	3	’s	’s	PART
futech-370	274	4	analysis	analysis	NOUN
futech-370	274	5	comes	come	VERB
futech-370	274	6	with	with	ADP
futech-370	274	7	some	some	DET
futech-370	274	8	identifiable	identifiable	ADJ
futech-370	274	9	gaps	gap	NOUN
futech-370	274	10	and	and	CCONJ
futech-370	274	11	potential	potential	ADJ
futech-370	274	12	areas	area	NOUN
futech-370	274	13	for	for	ADP
futech-370	274	14	further	further	ADJ
futech-370	274	15	work	work	NOUN
futech-370	274	16	which	which	PRON
futech-370	274	17	need	need	VERB
futech-370	274	18	to	to	PART
futech-370	274	19	be	be	AUX
futech-370	274	20	mentioned	mention	VERB
futech-370	274	21	.	.	PUNCT
futech-370	275	1	this	this	DET
futech-370	275	2	study	study	NOUN
futech-370	275	3	’s	’s	PART
futech-370	275	4	sample	sample	NOUN
futech-370	275	5	has	have	VERB
futech-370	275	6	relatively	relatively	ADV
futech-370	275	7	good	good	ADJ
futech-370	275	8	coverage	coverage	NOUN
futech-370	275	9	across	across	ADP
futech-370	275	10	the	the	DET
futech-370	275	11	different	different	ADJ
futech-370	275	12	sectors	sector	NOUN
futech-370	275	13	of	of	ADP
futech-370	275	14	manufacturing	manufacturing	NOUN
futech-370	275	15	,	,	PUNCT
futech-370	275	16	but	but	CCONJ
futech-370	275	17	was	be	AUX
futech-370	275	18	regionally	regionally	ADV
futech-370	275	19	confined	confine	VERB
futech-370	275	20	to	to	ADP
futech-370	275	21	some	some	PRON
futech-370	275	22	of	of	ADP
futech-370	275	23	the	the	DET
futech-370	275	24	industrial	industrial	ADJ
futech-370	275	25	areas	area	NOUN
futech-370	275	26	in	in	ADP
futech-370	275	27	china	china	PROPN
futech-370	275	28	.	.	PUNCT
futech-370	276	1	these	these	DET
futech-370	276	2	areas	area	NOUN
futech-370	276	3	tend	tend	VERB
futech-370	276	4	to	to	PART
futech-370	276	5	have	have	VERB
futech-370	276	6	a	a	DET
futech-370	276	7	unique	unique	ADJ
futech-370	276	8	set	set	NOUN
futech-370	276	9	of	of	ADP
futech-370	276	10	norms	norm	NOUN
futech-370	276	11	and	and	CCONJ
futech-370	276	12	regulatory	regulatory	ADJ
futech-370	276	13	frameworks	framework	NOUN
futech-370	276	14	,	,	PUNCT
futech-370	276	15	which	which	PRON
futech-370	276	16	might	might	AUX
futech-370	276	17	make	make	VERB
futech-370	276	18	it	it	PRON
futech-370	276	19	difficult	difficult	ADJ
futech-370	276	20	to	to	PART
futech-370	276	21	extrapolate	extrapolate	VERB
futech-370	276	22	the	the	DET
futech-370	276	23	results	result	NOUN
futech-370	276	24	to	to	ADP
futech-370	276	25	other	other	ADJ
futech-370	276	26	contexts	contexts	NOUN
futech-370	276	27	.	.	PUNCT
futech-370	277	1	implementing	implement	VERB
futech-370	277	2	the	the	DET
futech-370	277	3	trust	trust	NOUN
futech-370	277	4	algorithm	algorithm	NOUN
futech-370	277	5	in	in	ADP
futech-370	277	6	other	other	ADJ
futech-370	277	7	regions	region	NOUN
futech-370	277	8	and	and	CCONJ
futech-370	277	9	industries	industry	NOUN
futech-370	277	10	would	would	AUX
futech-370	277	11	be	be	AUX
futech-370	277	12	a	a	DET
futech-370	277	13	worthwhile	worthwhile	ADJ
futech-370	277	14	undertaking	undertaking	NOUN
futech-370	277	15	.	.	PUNCT
futech-370	278	1	also	also	ADV
futech-370	278	2	,	,	PUNCT
futech-370	278	3	considering	consider	VERB
futech-370	278	4	the	the	DET
futech-370	278	5	lack	lack	NOUN
futech-370	278	6	of	of	ADP
futech-370	278	7	information	information	NOUN
futech-370	278	8	that	that	PRON
futech-370	278	9	comes	come	VERB
futech-370	278	10	with	with	ADP
futech-370	278	11	the	the	DET
futech-370	278	12	8	8	NUM
futech-370	278	13	-	-	PUNCT
futech-370	278	14	month	month	NOUN
futech-370	278	15	experimental	experimental	ADJ
futech-370	278	16	duration	duration	NOUN
futech-370	278	17	,	,	PUNCT
futech-370	278	18	it	it	PRON
futech-370	278	19	would	would	AUX
futech-370	278	20	be	be	AUX
futech-370	278	21	best	good	ADJ
futech-370	278	22	to	to	PART
futech-370	278	23	conduct	conduct	VERB
futech-370	278	24	further	further	ADJ
futech-370	278	25	research	research	NOUN
futech-370	278	26	into	into	ADP
futech-370	278	27	more	more	ADV
futech-370	278	28	extended	extended	ADJ
futech-370	278	29	longitudinal	longitudinal	ADJ
futech-370	278	30	studies	study	NOUN
futech-370	278	31	for	for	ADP
futech-370	278	32	understanding	understand	VERB
futech-370	278	33	the	the	DET
futech-370	278	34	algorithmic	algorithmic	ADJ
futech-370	278	35	trust	trust	NOUN
futech-370	278	36	model	model	NOUN
futech-370	278	37	’s	’s	PART
futech-370	278	38	architecture	architecture	NOUN
futech-370	278	39	sustainability	sustainability	NOUN
futech-370	278	40	.	.	PUNCT
futech-370	279	1	focused	focus	VERB
futech-370	279	2	multi	multi	ADJ
futech-370	279	3	-	-	ADJ
futech-370	279	4	year	year	NOUN
futech-370	279	5	research	research	NOUN
futech-370	279	6	should	should	AUX
futech-370	279	7	improve	improve	VERB
futech-370	279	8	the	the	DET
futech-370	279	9	durability	durability	NOUN
futech-370	279	10	of	of	ADP
futech-370	279	11	the	the	DET
futech-370	279	12	understanding	understanding	NOUN
futech-370	279	13	surrounding	surround	VERB
futech-370	279	14	these	these	DET
futech-370	279	15	mechanisms	mechanism	NOUN
futech-370	279	16	.	.	PUNCT
futech-370	280	1	as	as	SCONJ
futech-370	280	2	ai	ai	ADV
futech-370	280	3	-	-	PUNCT
futech-370	280	4	driven	drive	VERB
futech-370	280	5	adversarial	adversarial	ADJ
futech-370	280	6	tactics	tactic	NOUN
futech-370	280	7	continue	continue	VERB
futech-370	280	8	to	to	PART
futech-370	280	9	advance	advance	VERB
futech-370	280	10	,	,	PUNCT
futech-370	280	11	more	more	ADJ
futech-370	280	12	research	research	NOUN
futech-370	280	13	is	be	AUX
futech-370	280	14	also	also	ADV
futech-370	280	15	required	require	VERB
futech-370	280	16	on	on	ADP
futech-370	280	17	q.	q.	PROPN
futech-370	280	18	ma	ma	PROPN
futech-370	280	19	&	&	CCONJ
futech-370	280	20	d.	d.	PROPN
futech-370	280	21	wu	wu	PROPN
futech-370	280	22	/future	/future	PUNCT
futech-370	280	23	technology	technology	PROPN
futech-370	280	24	august	august	PROPN
futech-370	280	25	2025|	2025|	NUM
futech-370	281	1	volume	volume	NOUN
futech-370	281	2	04	04	NUM
futech-370	282	1	|	|	NOUN
futech-370	282	2	issue	issue	NOUN
futech-370	282	3	03	03	NUM
futech-370	283	1	|	|	ADV
futech-370	283	2	pages	page	NOUN
futech-370	283	3	54	54	NUM
futech-370	283	4	-	-	SYM
futech-370	283	5	66	66	NUM
futech-370	283	6	64	64	NUM
futech-370	283	7	the	the	DET
futech-370	283	8	architecture	architecture	NOUN
futech-370	283	9	’s	’s	PART
futech-370	283	10	ability	ability	NOUN
futech-370	283	11	to	to	PART
futech-370	283	12	withstand	withstand	VERB
futech-370	283	13	complex	complex	ADJ
futech-370	283	14	adversarial	adversarial	ADJ
futech-370	283	15	challenges	challenge	NOUN
futech-370	283	16	.	.	PUNCT
futech-370	284	1	technological	technological	ADJ
futech-370	284	2	evolution	evolution	NOUN
futech-370	284	3	presents	present	VERB
futech-370	284	4	promising	promise	VERB
futech-370	284	5	directions	direction	NOUN
futech-370	284	6	for	for	ADP
futech-370	284	7	enhancing	enhance	VERB
futech-370	284	8	the	the	DET
futech-370	284	9	current	current	ADJ
futech-370	284	10	architecture	architecture	NOUN
futech-370	284	11	.	.	PUNCT
futech-370	285	1	integration	integration	NOUN
futech-370	285	2	with	with	ADP
futech-370	285	3	digital	digital	ADJ
futech-370	285	4	twin	twin	ADJ
futech-370	285	5	technologies	technology	NOUN
futech-370	285	6	,	,	PUNCT
futech-370	285	7	as	as	SCONJ
futech-370	285	8	explored	explore	VERB
futech-370	285	9	by	by	ADP
futech-370	285	10	hellwig	hellwig	PROPN
futech-370	285	11	et	et	PROPN
futech-370	285	12	al	al	PROPN
futech-370	285	13	.	.	PUNCT
futech-370	286	1	[	[	X
futech-370	286	2	33	33	NUM
futech-370	286	3	]	]	PUNCT
futech-370	286	4	in	in	ADP
futech-370	286	5	their	their	PRON
futech-370	286	6	simulation	simulation	NOUN
futech-370	286	7	platform	platform	NOUN
futech-370	286	8	,	,	PUNCT
futech-370	286	9	could	could	AUX
futech-370	286	10	enable	enable	VERB
futech-370	286	11	more	more	ADV
futech-370	286	12	sophisticated	sophisticated	ADJ
futech-370	286	13	scenario	scenario	NOUN
futech-370	286	14	modeling	modeling	NOUN
futech-370	286	15	for	for	ADP
futech-370	286	16	proactive	proactive	ADJ
futech-370	286	17	disruption	disruption	NOUN
futech-370	286	18	management	management	NOUN
futech-370	286	19	.	.	PUNCT
futech-370	287	1	the	the	DET
futech-370	287	2	emergence	emergence	NOUN
futech-370	287	3	of	of	ADP
futech-370	287	4	quantum	quantum	NOUN
futech-370	287	5	-	-	PUNCT
futech-370	287	6	resistant	resistant	ADJ
futech-370	287	7	cryptographic	cryptographic	ADJ
futech-370	287	8	protocols	protocol	NOUN
futech-370	287	9	offers	offer	VERB
futech-370	287	10	potential	potential	ADJ
futech-370	287	11	solutions	solution	NOUN
futech-370	287	12	to	to	PART
futech-370	287	13	longterm	longterm	VERB
futech-370	287	14	security	security	NOUN
futech-370	287	15	concerns	concern	NOUN
futech-370	287	16	regarding	regard	VERB
futech-370	287	17	blockchain	blockchain	PROPN
futech-370	287	18	implementations	implementation	NOUN
futech-370	287	19	[	[	X
futech-370	287	20	34	34	NUM
futech-370	287	21	]	]	PUNCT
futech-370	287	22	.	.	PUNCT
futech-370	288	1	additionally	additionally	ADV
futech-370	288	2	,	,	PUNCT
futech-370	288	3	edge	edge	NOUN
futech-370	288	4	computing	computing	NOUN
futech-370	288	5	approaches	approach	NOUN
futech-370	288	6	may	may	AUX
futech-370	288	7	address	address	VERB
futech-370	288	8	computational	computational	ADJ
futech-370	288	9	efficiency	efficiency	NOUN
futech-370	288	10	challenges	challenge	NOUN
futech-370	288	11	identified	identify	VERB
futech-370	288	12	during	during	ADP
futech-370	288	13	implementation	implementation	NOUN
futech-370	288	14	,	,	PUNCT
futech-370	288	15	particularly	particularly	ADV
futech-370	288	16	for	for	ADP
futech-370	288	17	resourceconstrained	resourceconstraine	VERB
futech-370	288	18	participants	participant	NOUN
futech-370	288	19	[	[	X
futech-370	288	20	32	32	NUM
futech-370	288	21	]	]	PUNCT
futech-370	288	22	.	.	PUNCT
futech-370	289	1	expanding	expand	VERB
futech-370	289	2	the	the	DET
futech-370	289	3	architecture	architecture	NOUN
futech-370	289	4	to	to	PART
futech-370	289	5	incorporate	incorporate	VERB
futech-370	289	6	these	these	DET
futech-370	289	7	emerging	emerge	VERB
futech-370	289	8	technologies	technology	NOUN
futech-370	289	9	presents	present	VERB
futech-370	289	10	fertile	fertile	ADJ
futech-370	289	11	ground	ground	NOUN
futech-370	289	12	for	for	ADP
futech-370	289	13	future	future	ADJ
futech-370	289	14	research	research	NOUN
futech-370	289	15	that	that	PRON
futech-370	289	16	builds	build	VERB
futech-370	289	17	upon	upon	SCONJ
futech-370	289	18	this	this	DET
futech-370	289	19	study	study	NOUN
futech-370	289	20	's	's	PART
futech-370	289	21	foundation	foundation	NOUN
futech-370	289	22	while	while	SCONJ
futech-370	289	23	addressing	address	VERB
futech-370	289	24	its	its	PRON
futech-370	289	25	identified	identify	VERB
futech-370	289	26	limitations	limitation	NOUN
futech-370	289	27	.	.	PUNCT
futech-370	290	1	as	as	ADP
futech-370	290	2	pang	pang	NOUN
futech-370	290	3	et	et	PROPN
futech-370	290	4	al	al	PROPN
futech-370	290	5	.	.	PUNCT
futech-370	291	1	[	[	X
futech-370	291	2	34	34	NUM
futech-370	291	3	]	]	X
futech-370	291	4	note	note	NOUN
futech-370	291	5	,	,	PUNCT
futech-370	291	6	the	the	DET
futech-370	291	7	convergence	convergence	NOUN
futech-370	291	8	of	of	ADP
futech-370	291	9	ai	ai	VERB
futech-370	291	10	with	with	ADP
futech-370	291	11	distributed	distribute	VERB
futech-370	291	12	ledger	ledger	NOUN
futech-370	291	13	technologies	technology	NOUN
futech-370	291	14	represents	represent	VERB
futech-370	291	15	a	a	DET
futech-370	291	16	fundamental	fundamental	ADJ
futech-370	291	17	shift	shift	NOUN
futech-370	291	18	in	in	ADP
futech-370	291	19	industrial	industrial	ADJ
futech-370	291	20	capability	capability	NOUN
futech-370	291	21	that	that	PRON
futech-370	291	22	extends	extend	VERB
futech-370	291	23	beyond	beyond	ADP
futech-370	291	24	simple	simple	ADJ
futech-370	291	25	optimization	optimization	NOUN
futech-370	291	26	to	to	PART
futech-370	291	27	enable	enable	VERB
futech-370	291	28	entirely	entirely	ADV
futech-370	291	29	new	new	ADJ
futech-370	291	30	operational	operational	ADJ
futech-370	291	31	paradigms	paradigm	VERB
futech-370	291	32	a	a	DET
futech-370	291	33	vision	vision	NOUN
futech-370	291	34	this	this	DET
futech-370	291	35	research	research	NOUN
futech-370	291	36	takes	take	VERB
futech-370	291	37	meaningful	meaningful	ADJ
futech-370	291	38	steps	step	NOUN
futech-370	291	39	toward	toward	ADP
futech-370	291	40	realizing	realize	VERB
futech-370	291	41	.	.	PUNCT
futech-370	292	1	5	5	X
futech-370	292	2	.	.	X
futech-370	292	3	conclusion	conclusion	NOUN
futech-370	292	4	this	this	DET
futech-370	292	5	research	research	NOUN
futech-370	292	6	demonstrates	demonstrate	VERB
futech-370	292	7	that	that	SCONJ
futech-370	292	8	breaking	break	VERB
futech-370	292	9	data	datum	NOUN
futech-370	292	10	silos	silo	NOUN
futech-370	292	11	in	in	ADP
futech-370	292	12	multi	multi	ADJ
futech-370	292	13	-	-	ADJ
futech-370	292	14	tier	tier	ADJ
futech-370	292	15	supply	supply	NOUN
futech-370	292	16	chains	chain	NOUN
futech-370	292	17	requires	require	VERB
futech-370	292	18	solutions	solution	NOUN
futech-370	292	19	balancing	balance	VERB
futech-370	292	20	information	information	NOUN
futech-370	292	21	transparency	transparency	NOUN
futech-370	292	22	with	with	ADP
futech-370	292	23	organizational	organizational	ADJ
futech-370	292	24	autonomy	autonomy	NOUN
futech-370	292	25	.	.	PUNCT
futech-370	293	1	analysis	analysis	NOUN
futech-370	293	2	of	of	ADP
futech-370	293	3	47	47	NUM
futech-370	293	4	manufacturing	manufacturing	NOUN
futech-370	293	5	organizations	organization	NOUN
futech-370	293	6	identified	identify	VERB
futech-370	293	7	six	six	NUM
futech-370	293	8	data	datum	NOUN
futech-370	293	9	silo	silo	NOUN
futech-370	293	10	types	type	NOUN
futech-370	293	11	,	,	PUNCT
futech-370	293	12	with	with	ADP
futech-370	293	13	technological	technological	ADJ
futech-370	293	14	(	(	PUNCT
futech-370	293	15	31.4	31.4	NUM
futech-370	293	16	%	%	NOUN
futech-370	293	17	)	)	PUNCT
futech-370	293	18	and	and	CCONJ
futech-370	293	19	organizational	organizational	ADJ
futech-370	293	20	(	(	PUNCT
futech-370	293	21	23.8	23.8	NUM
futech-370	293	22	%	%	NOUN
futech-370	293	23	)	)	PUNCT
futech-370	293	24	barriers	barrier	NOUN
futech-370	293	25	being	be	AUX
futech-370	293	26	most	most	ADV
futech-370	293	27	prevalent	prevalent	ADJ
futech-370	293	28	.	.	PUNCT
futech-370	294	1	the	the	DET
futech-370	294	2	hybrid	hybrid	ADJ
futech-370	294	3	architecture	architecture	NOUN
futech-370	294	4	combining	combine	VERB
futech-370	294	5	blockchain	blockchain	NOUN
futech-370	294	6	with	with	ADP
futech-370	294	7	federated	federated	ADJ
futech-370	294	8	learning	learning	NOUN
futech-370	294	9	delivered	deliver	VERB
futech-370	294	10	substantial	substantial	ADJ
futech-370	294	11	improvements	improvement	NOUN
futech-370	294	12	,	,	PUNCT
futech-370	294	13	enhancing	enhance	VERB
futech-370	294	14	supply	supply	NOUN
futech-370	294	15	chain	chain	NOUN
futech-370	294	16	visibility	visibility	NOUN
futech-370	294	17	by	by	ADP
futech-370	294	18	39	39	NUM
futech-370	294	19	%	%	NOUN
futech-370	294	20	while	while	SCONJ
futech-370	294	21	reducing	reduce	VERB
futech-370	294	22	coordination	coordination	NOUN
futech-370	294	23	costs	cost	NOUN
futech-370	294	24	by	by	ADP
futech-370	294	25	28	28	NUM
futech-370	294	26	%	%	NOUN
futech-370	294	27	compared	compare	VERB
futech-370	294	28	to	to	ADP
futech-370	294	29	traditional	traditional	ADJ
futech-370	294	30	systems	system	NOUN
futech-370	294	31	.	.	PUNCT
futech-370	295	1	the	the	DET
futech-370	295	2	neural	neural	ADJ
futech-370	295	3	network	network	NOUN
futech-370	295	4	ensemble	ensemble	ADJ
futech-370	295	5	provided	provide	VERB
futech-370	295	6	a	a	DET
futech-370	295	7	disruption	disruption	NOUN
futech-370	295	8	lead	lead	NOUN
futech-370	295	9	time	time	NOUN
futech-370	295	10	advantage	advantage	NOUN
futech-370	295	11	of	of	ADP
futech-370	295	12	7.3	7.3	NUM
futech-370	295	13	days	day	NOUN
futech-370	295	14	,	,	PUNCT
futech-370	295	15	with	with	ADP
futech-370	295	16	pharmaceutical	pharmaceutical	ADJ
futech-370	295	17	manufacturers	manufacturer	NOUN
futech-370	295	18	achieving	achieve	VERB
futech-370	295	19	the	the	DET
futech-370	295	20	most	most	ADV
futech-370	295	21	substantial	substantial	ADJ
futech-370	295	22	improvement	improvement	NOUN
futech-370	295	23	(	(	PUNCT
futech-370	295	24	9.8	9.8	NUM
futech-370	295	25	days	day	NOUN
futech-370	295	26	)	)	PUNCT
futech-370	295	27	.	.	PUNCT
futech-370	296	1	these	these	DET
futech-370	296	2	results	result	NOUN
futech-370	296	3	confirm	confirm	VERB
futech-370	296	4	the	the	DET
futech-370	296	5	viability	viability	NOUN
futech-370	296	6	of	of	ADP
futech-370	296	7	achieving	achieve	VERB
futech-370	296	8	collective	collective	ADJ
futech-370	296	9	intelligence	intelligence	NOUN
futech-370	296	10	without	without	ADP
futech-370	296	11	compromising	compromise	VERB
futech-370	296	12	competitive	competitive	ADJ
futech-370	296	13	data	datum	NOUN
futech-370	296	14	protection	protection	NOUN
futech-370	296	15	.	.	PUNCT
futech-370	297	1	the	the	DET
futech-370	297	2	theoretical	theoretical	ADJ
futech-370	297	3	contribution	contribution	NOUN
futech-370	297	4	lies	lie	VERB
futech-370	297	5	in	in	ADP
futech-370	297	6	reconceptualizing	reconceptualize	VERB
futech-370	297	7	trust	trust	NOUN
futech-370	297	8	as	as	ADP
futech-370	297	9	an	an	DET
futech-370	297	10	algorithmically	algorithmically	ADV
futech-370	297	11	-	-	PUNCT
futech-370	297	12	mediated	mediate	VERB
futech-370	297	13	construct	construct	NOUN
futech-370	297	14	rather	rather	ADV
futech-370	297	15	than	than	ADP
futech-370	297	16	a	a	DET
futech-370	297	17	purely	purely	ADV
futech-370	297	18	relational	relational	ADJ
futech-370	297	19	phenomenon	phenomenon	NOUN
futech-370	297	20	.	.	PUNCT
futech-370	298	1	the	the	DET
futech-370	298	2	provided	provide	VERB
futech-370	298	3	proof	proof	NOUN
futech-370	298	4	contradicts	contradict	VERB
futech-370	298	5	established	establish	VERB
futech-370	298	6	wisdom	wisdom	NOUN
futech-370	298	7	that	that	SCONJ
futech-370	298	8	integration	integration	NOUN
futech-370	298	9	requires	require	VERB
futech-370	298	10	an	an	DET
futech-370	298	11	amalgamated	amalgamated	ADJ
futech-370	298	12	array	array	NOUN
futech-370	298	13	of	of	ADP
futech-370	298	14	databases	database	NOUN
futech-370	298	15	.	.	PUNCT
futech-370	299	1	it	it	PRON
futech-370	299	2	seems	seem	VERB
futech-370	299	3	that	that	SCONJ
futech-370	299	4	an	an	DET
futech-370	299	5	architecture	architecture	NOUN
futech-370	299	6	of	of	ADP
futech-370	299	7	distributed	distribute	VERB
futech-370	299	8	intelligence	intelligence	NOUN
futech-370	299	9	systems	system	NOUN
futech-370	299	10	offers	offer	VERB
futech-370	299	11	less	less	ADV
futech-370	299	12	ecologically	ecologically	ADV
futech-370	299	13	damaging	damaging	ADJ
futech-370	299	14	cooperation	cooperation	NOUN
futech-370	299	15	paths	path	NOUN
futech-370	299	16	.	.	PUNCT
futech-370	300	1	with	with	ADP
futech-370	300	2	the	the	DET
futech-370	300	3	smart	smart	ADJ
futech-370	300	4	contract	contract	NOUN
futech-370	300	5	system	system	NOUN
futech-370	300	6	based	base	VERB
futech-370	300	7	on	on	ADP
futech-370	300	8	reputation	reputation	NOUN
futech-370	300	9	,	,	PUNCT
futech-370	300	10	trust	trust	NOUN
futech-370	300	11	is	be	AUX
futech-370	300	12	maintained	maintain	VERB
futech-370	300	13	across	across	ADP
futech-370	300	14	organisational	organisational	ADJ
futech-370	300	15	frontiers	frontier	NOUN
futech-370	300	16	.	.	PUNCT
futech-370	301	1	this	this	PRON
futech-370	301	2	is	be	AUX
futech-370	301	3	especially	especially	ADV
futech-370	301	4	important	important	ADJ
futech-370	301	5	in	in	ADP
futech-370	301	6	advanced	advanced	ADJ
futech-370	301	7	industries	industry	NOUN
futech-370	301	8	where	where	SCONJ
futech-370	301	9	proprietary	proprietary	ADJ
futech-370	301	10	information	information	NOUN
futech-370	301	11	controls	control	NOUN
futech-370	301	12	restrict	restrict	VERB
futech-370	301	13	the	the	DET
futech-370	301	14	sharing	sharing	NOUN
futech-370	301	15	of	of	ADP
futech-370	301	16	essential	essential	ADJ
futech-370	301	17	knowledge	knowledge	NOUN
futech-370	301	18	.	.	PUNCT
futech-370	302	1	medium	medium	ADJ
futech-370	302	2	-	-	PUNCT
futech-370	302	3	sized	sized	ADJ
futech-370	302	4	enterprises	enterprise	NOUN
futech-370	302	5	experienced	experience	VERB
futech-370	302	6	the	the	DET
futech-370	302	7	most	most	ADV
futech-370	302	8	balanced	balanced	ADJ
futech-370	302	9	implementation	implementation	NOUN
futech-370	302	10	benefits	benefit	NOUN
futech-370	302	11	,	,	PUNCT
futech-370	302	12	effectively	effectively	ADV
futech-370	302	13	addressing	address	VERB
futech-370	302	14	integration	integration	NOUN
futech-370	302	15	gaps	gap	NOUN
futech-370	302	16	encountered	encounter	VERB
futech-370	302	17	by	by	ADP
futech-370	302	18	organizations	organization	NOUN
futech-370	302	19	with	with	ADP
futech-370	302	20	moderate	moderate	ADJ
futech-370	302	21	technological	technological	ADJ
futech-370	302	22	capabilities	capability	NOUN
futech-370	302	23	.	.	PUNCT
futech-370	303	1	limitations	limitation	NOUN
futech-370	303	2	include	include	VERB
futech-370	303	3	geographic	geographic	ADJ
futech-370	303	4	concentration	concentration	NOUN
futech-370	303	5	within	within	ADP
futech-370	303	6	chinese	chinese	ADJ
futech-370	303	7	manufacturing	manufacturing	NOUN
futech-370	303	8	sectors	sector	NOUN
futech-370	303	9	and	and	CCONJ
futech-370	303	10	a	a	DET
futech-370	303	11	relatively	relatively	ADV
futech-370	303	12	short	short	ADJ
futech-370	303	13	experimental	experimental	ADJ
futech-370	303	14	period	period	NOUN
futech-370	303	15	,	,	PUNCT
futech-370	303	16	limiting	limit	VERB
futech-370	303	17	cross	cross	ADJ
futech-370	303	18	-	-	ADJ
futech-370	303	19	cultural	cultural	ADJ
futech-370	303	20	generalizability	generalizability	NOUN
futech-370	303	21	.	.	PUNCT
futech-370	304	1	the	the	DET
futech-370	304	2	findings	finding	NOUN
futech-370	304	3	reflect	reflect	VERB
futech-370	304	4	china	china	PROPN
futech-370	304	5	's	's	PART
futech-370	304	6	distinctive	distinctive	ADJ
futech-370	304	7	context	context	NOUN
futech-370	304	8	of	of	ADP
futech-370	304	9	high	high	ADJ
futech-370	304	10	power	power	NOUN
futech-370	304	11	distance	distance	NOUN
futech-370	304	12	,	,	PUNCT
futech-370	304	13	relationship	relationship	NOUN
futech-370	304	14	-	-	PUNCT
futech-370	304	15	based	base	VERB
futech-370	304	16	trust	trust	NOUN
futech-370	304	17	,	,	PUNCT
futech-370	304	18	and	and	CCONJ
futech-370	304	19	specific	specific	ADJ
futech-370	304	20	regulatory	regulatory	ADJ
futech-370	304	21	frameworks	framework	NOUN
futech-370	304	22	,	,	PUNCT
futech-370	304	23	which	which	PRON
futech-370	304	24	may	may	AUX
futech-370	304	25	require	require	VERB
futech-370	304	26	substantial	substantial	ADJ
futech-370	304	27	adaptations	adaptation	NOUN
futech-370	304	28	for	for	ADP
futech-370	304	29	western	western	ADJ
futech-370	304	30	markets	market	NOUN
futech-370	304	31	with	with	ADP
futech-370	304	32	flatter	flatter	ADJ
futech-370	304	33	organizational	organizational	ADJ
futech-370	304	34	structures	structure	NOUN
futech-370	304	35	,	,	PUNCT
futech-370	304	36	contract	contract	NOUN
futech-370	304	37	-	-	PUNCT
futech-370	304	38	based	base	VERB
futech-370	304	39	trust	trust	NOUN
futech-370	304	40	mechanisms	mechanism	NOUN
futech-370	304	41	,	,	PUNCT
futech-370	304	42	and	and	CCONJ
futech-370	304	43	different	different	ADJ
futech-370	304	44	privacy	privacy	NOUN
futech-370	304	45	regulations	regulation	NOUN
futech-370	304	46	.	.	PUNCT
futech-370	305	1	future	future	ADJ
futech-370	305	2	research	research	NOUN
futech-370	305	3	should	should	AUX
futech-370	305	4	extend	extend	VERB
futech-370	305	5	implementation	implementation	NOUN
futech-370	305	6	across	across	ADP
futech-370	305	7	diverse	diverse	ADJ
futech-370	305	8	contexts	context	NOUN
futech-370	305	9	while	while	SCONJ
futech-370	305	10	examining	examine	VERB
futech-370	305	11	the	the	DET
futech-370	305	12	long	long	ADJ
futech-370	305	13	-	-	PUNCT
futech-370	305	14	term	term	NOUN
futech-370	305	15	evolution	evolution	NOUN
futech-370	305	16	of	of	ADP
futech-370	305	17	algorithmic	algorithmic	ADJ
futech-370	305	18	trust	trust	NOUN
futech-370	305	19	mechanisms	mechanism	NOUN
futech-370	305	20	.	.	PUNCT
futech-370	306	1	cross	cross	ADJ
futech-370	306	2	-	-	ADJ
futech-370	306	3	cultural	cultural	ADJ
futech-370	306	4	validation	validation	NOUN
futech-370	306	5	studies	study	NOUN
futech-370	306	6	should	should	AUX
futech-370	306	7	examine	examine	VERB
futech-370	306	8	algorithmic	algorithmic	ADJ
futech-370	306	9	trust	trust	NOUN
futech-370	306	10	effectiveness	effectiveness	NOUN
futech-370	306	11	across	across	ADP
futech-370	306	12	different	different	ADJ
futech-370	306	13	regulatory	regulatory	ADJ
futech-370	306	14	frameworks	framework	NOUN
futech-370	306	15	and	and	CCONJ
futech-370	306	16	cultural	cultural	ADJ
futech-370	306	17	contexts	context	NOUN
futech-370	306	18	,	,	PUNCT
futech-370	306	19	particularly	particularly	ADV
futech-370	306	20	comparing	compare	VERB
futech-370	306	21	relationship	relationship	NOUN
futech-370	306	22	-	-	PUNCT
futech-370	306	23	based	base	VERB
futech-370	306	24	versus	versus	ADP
futech-370	306	25	performance	performance	NOUN
futech-370	306	26	-	-	PUNCT
futech-370	306	27	based	base	VERB
futech-370	306	28	trust	trust	NOUN
futech-370	306	29	formation	formation	NOUN
futech-370	306	30	mechanisms	mechanism	NOUN
futech-370	306	31	.	.	PUNCT
futech-370	307	1	investigation	investigation	NOUN
futech-370	307	2	into	into	ADP
futech-370	307	3	quantumresistant	quantumresistant	ADJ
futech-370	307	4	cryptography	cryptography	NOUN
futech-370	307	5	would	would	AUX
futech-370	307	6	address	address	VERB
futech-370	307	7	security	security	NOUN
futech-370	307	8	vulnerabilities	vulnerability	NOUN
futech-370	307	9	,	,	PUNCT
futech-370	307	10	while	while	SCONJ
futech-370	307	11	integration	integration	NOUN
futech-370	307	12	with	with	ADP
futech-370	307	13	digital	digital	ADJ
futech-370	307	14	twin	twin	ADJ
futech-370	307	15	technologies	technology	NOUN
futech-370	307	16	presents	present	VERB
futech-370	307	17	promising	promise	VERB
futech-370	307	18	directions	direction	NOUN
futech-370	307	19	for	for	ADP
futech-370	307	20	enhancing	enhance	VERB
futech-370	307	21	predictive	predictive	ADJ
futech-370	307	22	capabilities	capability	NOUN
futech-370	307	23	.	.	PUNCT
futech-370	308	1	despite	despite	SCONJ
futech-370	308	2	these	these	DET
futech-370	308	3	limitations	limitation	NOUN
futech-370	308	4	,	,	PUNCT
futech-370	308	5	this	this	DET
futech-370	308	6	research	research	NOUN
futech-370	308	7	advances	advance	VERB
futech-370	308	8	understanding	understanding	NOUN
futech-370	308	9	of	of	ADP
futech-370	308	10	how	how	SCONJ
futech-370	308	11	intelligent	intelligent	ADJ
futech-370	308	12	collaborative	collaborative	ADJ
futech-370	308	13	mechanisms	mechanism	NOUN
futech-370	308	14	can	can	AUX
futech-370	308	15	transform	transform	VERB
futech-370	308	16	multi	multi	ADJ
futech-370	308	17	-	-	ADJ
futech-370	308	18	tier	tier	ADJ
futech-370	308	19	supply	supply	NOUN
futech-370	308	20	chain	chain	NOUN
futech-370	308	21	integration	integration	NOUN
futech-370	308	22	in	in	ADP
futech-370	308	23	increasingly	increasingly	ADV
futech-370	308	24	complex	complex	ADJ
futech-370	308	25	business	business	NOUN
futech-370	308	26	environments	environment	NOUN
futech-370	308	27	.	.	PUNCT
futech-370	309	1	ethical	ethical	ADJ
futech-370	309	2	issue	issue	NOUN
futech-370	309	3	the	the	DET
futech-370	309	4	authors	author	NOUN
futech-370	309	5	are	be	AUX
futech-370	309	6	aware	aware	ADJ
futech-370	309	7	of	of	ADP
futech-370	309	8	and	and	CCONJ
futech-370	309	9	comply	comply	ADJ
futech-370	309	10	with	with	ADP
futech-370	309	11	best	good	ADJ
futech-370	309	12	practices	practice	NOUN
futech-370	309	13	in	in	ADP
futech-370	309	14	publication	publication	NOUN
futech-370	309	15	ethics	ethic	NOUN
futech-370	309	16	,	,	PUNCT
futech-370	309	17	specifically	specifically	ADV
futech-370	309	18	with	with	ADP
futech-370	309	19	regard	regard	NOUN
futech-370	309	20	to	to	ADP
futech-370	309	21	authorship	authorship	NOUN
futech-370	309	22	(	(	PUNCT
futech-370	309	23	avoidance	avoidance	NOUN
futech-370	309	24	of	of	ADP
futech-370	309	25	guest	guest	NOUN
futech-370	309	26	authorship	authorship	NOUN
futech-370	309	27	)	)	PUNCT
futech-370	309	28	,	,	PUNCT
futech-370	309	29	dual	dual	ADJ
futech-370	309	30	submission	submission	NOUN
futech-370	309	31	,	,	PUNCT
futech-370	309	32	manipulation	manipulation	NOUN
futech-370	309	33	of	of	ADP
futech-370	309	34	figures	figure	NOUN
futech-370	309	35	,	,	PUNCT
futech-370	309	36	competing	compete	VERB
futech-370	309	37	interests	interest	NOUN
futech-370	309	38	,	,	PUNCT
futech-370	309	39	and	and	CCONJ
futech-370	309	40	compliance	compliance	NOUN
futech-370	309	41	with	with	ADP
futech-370	309	42	policies	policy	NOUN
futech-370	309	43	on	on	ADP
futech-370	309	44	research	research	NOUN
futech-370	309	45	ethics	ethic	NOUN
futech-370	309	46	.	.	PUNCT
futech-370	310	1	the	the	DET
futech-370	310	2	author	author	NOUN
futech-370	310	3	adheres	adhere	VERB
futech-370	310	4	to	to	ADP
futech-370	310	5	publication	publication	NOUN
futech-370	310	6	requirements	requirement	NOUN
futech-370	310	7	that	that	SCONJ
futech-370	310	8	the	the	DET
futech-370	310	9	submitted	submit	VERB
futech-370	310	10	work	work	NOUN
futech-370	310	11	is	be	AUX
futech-370	310	12	original	original	ADJ
futech-370	310	13	and	and	CCONJ
futech-370	310	14	has	have	AUX
futech-370	310	15	not	not	PART
futech-370	310	16	been	be	AUX
futech-370	310	17	published	publish	VERB
futech-370	310	18	elsewhere	elsewhere	ADV
futech-370	310	19	.	.	PUNCT
futech-370	311	1	data	datum	NOUN
futech-370	311	2	availability	availability	NOUN
futech-370	311	3	statement	statement	NOUN
futech-370	311	4	the	the	DET
futech-370	311	5	manuscript	manuscript	NOUN
futech-370	311	6	contains	contain	VERB
futech-370	311	7	all	all	DET
futech-370	311	8	the	the	DET
futech-370	311	9	data	datum	NOUN
futech-370	311	10	.	.	PUNCT
futech-370	312	1	however	however	ADV
futech-370	312	2	,	,	PUNCT
futech-370	312	3	more	more	ADJ
futech-370	312	4	data	datum	NOUN
futech-370	312	5	will	will	AUX
futech-370	312	6	be	be	AUX
futech-370	312	7	available	available	ADJ
futech-370	312	8	upon	upon	SCONJ
futech-370	312	9	request	request	NOUN
futech-370	312	10	from	from	ADP
futech-370	312	11	the	the	DET
futech-370	312	12	authors	author	NOUN
futech-370	312	13	.	.	PUNCT
futech-370	313	1	conflict	conflict	NOUN
futech-370	313	2	of	of	ADP
futech-370	313	3	interest	interest	NOUN
futech-370	313	4	the	the	DET
futech-370	313	5	authors	author	NOUN
futech-370	313	6	declare	declare	VERB
futech-370	313	7	no	no	DET
futech-370	313	8	potential	potential	ADJ
futech-370	313	9	conflict	conflict	NOUN
futech-370	313	10	of	of	ADP
futech-370	313	11	interest	interest	NOUN
futech-370	313	12	.	.	PUNCT
futech-370	314	1	references	reference	NOUN
futech-370	314	2	[	[	X
futech-370	314	3	1	1	NUM
futech-370	314	4	]	]	PUNCT
futech-370	314	5	a.	a.	NOUN
futech-370	314	6	samuels	samuels	PROPN
futech-370	314	7	,	,	PUNCT
futech-370	314	8	"	"	PUNCT
futech-370	314	9	examining	examine	VERB
futech-370	314	10	the	the	DET
futech-370	314	11	integration	integration	NOUN
futech-370	314	12	of	of	ADP
futech-370	314	13	artificial	artificial	ADJ
futech-370	314	14	intelligence	intelligence	NOUN
futech-370	314	15	in	in	ADP
futech-370	314	16	supply	supply	NOUN
futech-370	314	17	chain	chain	NOUN
futech-370	314	18	management	management	NOUN
futech-370	314	19	from	from	ADP
futech-370	314	20	industry	industry	NOUN
futech-370	314	21	4.0	4.0	NUM
futech-370	314	22	to	to	PART
futech-370	314	23	6.0	6.0	NUM
futech-370	314	24	:	:	PUNCT
futech-370	314	25	a	a	DET
futech-370	314	26	systematic	systematic	ADJ
futech-370	314	27	literature	literature	NOUN
futech-370	314	28	review	review	NOUN
futech-370	314	29	,	,	PUNCT
futech-370	314	30	"	"	PUNCT
futech-370	314	31	frontiers	frontier	NOUN
futech-370	314	32	in	in	ADP
futech-370	314	33	artificial	artificial	ADJ
futech-370	314	34	intelligence	intelligence	NOUN
futech-370	314	35	,	,	PUNCT
futech-370	314	36	vol	vol	NOUN
futech-370	314	37	.	.	PROPN
futech-370	314	38	7	7	NUM
futech-370	314	39	,	,	PUNCT
futech-370	314	40	p.	p.	NOUN
futech-370	314	41	1477044	1477044	NUM
futech-370	314	42	,	,	PUNCT
futech-370	314	43	2025.doi	2025.doi	NUM
futech-370	314	44	:	:	PUNCT
futech-370	314	45	https://doi.org/10.3389/frai.2024.1477044	https://doi.org/10.3389/frai.2024.1477044	PROPN
futech-370	315	1	[	[	X
futech-370	315	2	2	2	NUM
futech-370	315	3	]	]	PUNCT
futech-370	315	4	e.	e.	PROPN
futech-370	315	5	hofmann	hofmann	PROPN
futech-370	315	6	,	,	PUNCT
futech-370	315	7	h.	h.	PROPN
futech-370	315	8	sternberg	sternberg	PROPN
futech-370	315	9	,	,	PUNCT
futech-370	315	10	h.	h.	PROPN
futech-370	315	11	chen	chen	PROPN
futech-370	315	12	,	,	PUNCT
futech-370	315	13	a.	a.	NOUN
futech-370	315	14	pflaum	pflaum	PROPN
futech-370	315	15	,	,	PUNCT
futech-370	315	16	and	and	CCONJ
futech-370	315	17	g.	g.	PROPN
futech-370	315	18	prockl	prockl	NOUN
futech-370	315	19	,	,	PUNCT
futech-370	315	20	"	"	PUNCT
futech-370	315	21	supply	supply	NOUN
futech-370	315	22	chain	chain	NOUN
futech-370	315	23	management	management	NOUN
futech-370	315	24	and	and	CCONJ
futech-370	315	25	industry	industry	NOUN
futech-370	315	26	4.0	4.0	NUM
futech-370	315	27	:	:	PUNCT
futech-370	315	28	conducting	conduct	VERB
futech-370	315	29	research	research	NOUN
futech-370	315	30	in	in	ADP
futech-370	315	31	the	the	DET
futech-370	315	32	digital	digital	ADJ
futech-370	315	33	age	age	NOUN
futech-370	315	34	,	,	PUNCT
futech-370	315	35	"	"	PUNCT
futech-370	315	36	international	international	ADJ
futech-370	315	37	journal	journal	NOUN
futech-370	315	38	of	of	ADP
futech-370	315	39	physical	physical	ADJ
futech-370	315	40	distribution	distribution	NOUN
futech-370	315	41	&	&	CCONJ
futech-370	315	42	logistics	logistic	NOUN
futech-370	315	43	management	management	NOUN
futech-370	315	44	,	,	PUNCT
futech-370	315	45	vol	vol	NOUN
futech-370	315	46	.	.	PROPN
futech-370	315	47	49	49	NUM
futech-370	315	48	,	,	PUNCT
futech-370	315	49	no	no	INTJ
futech-370	315	50	.	.	NOUN
futech-370	315	51	10	10	NUM
futech-370	315	52	,	,	PUNCT
futech-370	315	53	pp	pp	ADJ
futech-370	315	54	.	.	PUNCT
futech-370	316	1	945	945	NUM
futech-370	316	2	-	-	SYM
futech-370	316	3	955	955	NUM
futech-370	316	4	,	,	PUNCT
futech-370	316	5	2019.doi	2019.doi	NUM
futech-370	316	6	:	:	PUNCT
futech-370	316	7	https://doi.org/10.1108/ijpdlm-11-2019-399	https://doi.org/10.1108/ijpdlm-11-2019-399	PROPN
futech-370	317	1	[	[	X
futech-370	317	2	3	3	X
futech-370	317	3	]	]	PUNCT
futech-370	317	4	s.	s.	PROPN
futech-370	317	5	fosso	fosso	PROPN
futech-370	317	6	wamba	wamba	PROPN
futech-370	317	7	,	,	PUNCT
futech-370	317	8	m.	m.	NOUN
futech-370	317	9	m.	m.	PROPN
futech-370	317	10	queiroz	queiroz	PROPN
futech-370	317	11	,	,	PUNCT
futech-370	317	12	c.	c.	PROPN
futech-370	317	13	guthrie	guthrie	PROPN
futech-370	317	14	,	,	PUNCT
futech-370	317	15	and	and	CCONJ
futech-370	317	16	a.	a.	NOUN
futech-370	317	17	braganza	braganza	PROPN
futech-370	317	18	,	,	PUNCT
futech-370	317	19	"	"	PUNCT
futech-370	317	20	industry	industry	NOUN
futech-370	317	21	experiences	experience	NOUN
futech-370	317	22	of	of	ADP
futech-370	317	23	artificial	artificial	ADJ
futech-370	317	24	intelligence	intelligence	NOUN
futech-370	317	25	(	(	PUNCT
futech-370	317	26	ai	ai	NOUN
futech-370	317	27	):	):	PUNCT
futech-370	317	28	benefits	benefit	NOUN
futech-370	317	29	and	and	CCONJ
futech-370	317	30	challenges	challenge	NOUN
futech-370	317	31	in	in	ADP
futech-370	317	32	operations	operation	NOUN
futech-370	317	33	and	and	CCONJ
futech-370	317	34	supply	supply	NOUN
futech-370	317	35	chain	chain	NOUN
futech-370	317	36	management	management	NOUN
futech-370	317	37	,	,	PUNCT
futech-370	317	38	"	"	PUNCT
futech-370	317	39	vol	vol	NOUN
futech-370	317	40	.	.	PROPN
futech-370	317	41	33	33	NUM
futech-370	317	42	,	,	PUNCT
futech-370	317	43	ed	ed	NOUN
futech-370	317	44	:	:	PUNCT
futech-370	317	45	taylor	taylor	PROPN
futech-370	317	46	&	&	CCONJ
futech-370	317	47	francis	francis	PROPN
futech-370	317	48	,	,	PUNCT
futech-370	317	49	2022	2022	NUM
futech-370	317	50	,	,	PUNCT
futech-370	317	51	pp	pp	ADJ
futech-370	317	52	.	.	PUNCT
futech-370	317	53	1493	1493	NUM
futech-370	317	54	-	-	SYM
futech-370	317	55	1497	1497	NUM
futech-370	317	56	.	.	PUNCT
futech-370	318	1	doi	doi	NOUN
futech-370	318	2	:	:	PUNCT
futech-370	318	3	https://doi.org/10.1080/09537287.2021.1882695	https://doi.org/10.1080/09537287.2021.1882695	PUNCT
futech-370	319	1	[	[	X
futech-370	319	2	4	4	NUM
futech-370	319	3	]	]	PUNCT
futech-370	319	4	k.	k.	PROPN
futech-370	319	5	govindan	govindan	PROPN
futech-370	319	6	,	,	PUNCT
futech-370	319	7	m.	m.	NOUN
futech-370	319	8	kadziński	kadziński	PROPN
futech-370	319	9	,	,	PUNCT
futech-370	319	10	r.	r.	PROPN
futech-370	319	11	ehling	ehling	PROPN
futech-370	319	12	,	,	PUNCT
futech-370	319	13	and	and	CCONJ
futech-370	319	14	g.	g.	PROPN
futech-370	319	15	miebs	miebs	NOUN
futech-370	319	16	,	,	PUNCT
futech-370	319	17	"	"	PUNCT
futech-370	319	18	selection	selection	NOUN
futech-370	319	19	of	of	ADP
futech-370	319	20	a	a	DET
futech-370	319	21	sustainable	sustainable	ADJ
futech-370	319	22	third	third	ADJ
futech-370	319	23	-	-	PUNCT
futech-370	319	24	party	party	NOUN
futech-370	319	25	reverse	reverse	NOUN
futech-370	319	26	logistics	logistic	NOUN
futech-370	319	27	provider	provider	NOUN
futech-370	319	28	based	base	VERB
futech-370	319	29	on	on	ADP
futech-370	319	30	the	the	DET
futech-370	319	31	robustness	robustness	NOUN
futech-370	319	32	analysis	analysis	NOUN
futech-370	319	33	of	of	ADP
futech-370	319	34	an	an	DET
futech-370	319	35	outranking	outrank	VERB
futech-370	319	36	graph	graph	NOUN
futech-370	319	37	kernel	kernel	NOUN
futech-370	319	38	conducted	conduct	VERB
futech-370	319	39	with	with	ADP
futech-370	319	40	electre	electre	NOUN
futech-370	319	41	i	i	PRON
futech-370	319	42	and	and	CCONJ
futech-370	319	43	smaa	smaa	NOUN
futech-370	319	44	,	,	PUNCT
futech-370	319	45	"	"	PUNCT
futech-370	319	46	omega	omega	NOUN
futech-370	319	47	,	,	PUNCT
futech-370	319	48	vol	vol	NOUN
futech-370	319	49	.	.	PROPN
futech-370	319	50	85	85	NUM
futech-370	319	51	,	,	PUNCT
futech-370	319	52	pp	pp	ADJ
futech-370	319	53	.	.	PUNCT
futech-370	320	1	1	1	NUM
futech-370	320	2	-	-	SYM
futech-370	320	3	15	15	NUM
futech-370	320	4	,	,	PUNCT
futech-370	320	5	2019	2019	NUM
futech-370	320	6	.	.	PUNCT
futech-370	321	1	doi	doi	NOUN
futech-370	321	2	:	:	PUNCT
futech-370	321	3	https://doi.org/10.1016/j.omega.2018.05.007	https://doi.org/10.1016/j.omega.2018.05.007	PROPN
futech-370	321	4	[	[	X
futech-370	321	5	5	5	NUM
futech-370	321	6	]	]	X
futech-370	321	7	r.	r.	PROPN
futech-370	321	8	aldrighetti	aldrighetti	PROPN
futech-370	321	9	,	,	PUNCT
futech-370	321	10	d.	d.	PROPN
futech-370	321	11	battini	battini	PROPN
futech-370	321	12	,	,	PUNCT
futech-370	321	13	d.	d.	PROPN
futech-370	321	14	ivanov	ivanov	PROPN
futech-370	321	15	,	,	PUNCT
futech-370	321	16	and	and	CCONJ
futech-370	321	17	i.	i.	PROPN
futech-370	321	18	zennaro	zennaro	PROPN
futech-370	321	19	,	,	PUNCT
futech-370	321	20	"	"	PUNCT
futech-370	321	21	costs	cost	NOUN
futech-370	321	22	of	of	ADP
futech-370	321	23	resilience	resilience	NOUN
futech-370	321	24	and	and	CCONJ
futech-370	321	25	disruptions	disruption	NOUN
futech-370	321	26	in	in	ADP
futech-370	321	27	supply	supply	NOUN
futech-370	321	28	chain	chain	NOUN
futech-370	321	29	network	network	NOUN
futech-370	321	30	design	design	NOUN
futech-370	321	31	models	model	NOUN
futech-370	321	32	:	:	PUNCT
futech-370	321	33	a	a	DET
futech-370	321	34	review	review	NOUN
futech-370	321	35	and	and	CCONJ
futech-370	321	36	future	future	ADJ
futech-370	321	37	research	research	NOUN
futech-370	321	38	directions	direction	NOUN
futech-370	321	39	,	,	PUNCT
futech-370	321	40	"	"	PUNCT
futech-370	321	41	international	international	ADJ
futech-370	321	42	journal	journal	NOUN
futech-370	321	43	of	of	ADP
futech-370	321	44	production	production	NOUN
futech-370	321	45	economics	economic	NOUN
futech-370	321	46	,	,	PUNCT
futech-370	321	47	vol	vol	NOUN
futech-370	321	48	.	.	PROPN
futech-370	321	49	235	235	NUM
futech-370	321	50	,	,	PUNCT
futech-370	321	51	p.	p.	NOUN
futech-370	321	52	108103	108103	NUM
futech-370	321	53	,	,	PUNCT
futech-370	321	54	2021	2021	NUM
futech-370	321	55	.	.	PUNCT
futech-370	322	1	doi	doi	NOUN
futech-370	322	2	:	:	PUNCT
futech-370	322	3	https://doi.org/10.1016/j.ijpe.2021.108103	https://doi.org/10.1016/j.ijpe.2021.108103	PROPN
futech-370	322	4	[	[	X
futech-370	322	5	6	6	NUM
futech-370	322	6	]	]	PUNCT
futech-370	322	7	w.	w.	PROPN
futech-370	322	8	yu	yu	PROPN
futech-370	322	9	,	,	PUNCT
futech-370	322	10	c.	c.	PROPN
futech-370	322	11	y.	y.	PROPN
futech-370	322	12	wong	wong	PROPN
futech-370	322	13	,	,	PUNCT
futech-370	322	14	r.	r.	PROPN
futech-370	322	15	chavez	chavez	PROPN
futech-370	322	16	,	,	PUNCT
futech-370	322	17	and	and	CCONJ
futech-370	322	18	m.	m.	NOUN
futech-370	322	19	a.	a.	PROPN
futech-370	322	20	jacobs	jacobs	PROPN
futech-370	322	21	,	,	PUNCT
futech-370	322	22	"	"	PUNCT
futech-370	322	23	integrating	integrate	VERB
futech-370	322	24	big	big	ADJ
futech-370	322	25	data	datum	NOUN
futech-370	322	26	analytics	analytic	NOUN
futech-370	322	27	into	into	ADP
futech-370	322	28	supply	supply	NOUN
futech-370	322	29	chain	chain	NOUN
futech-370	322	30	finance	finance	NOUN
futech-370	322	31	:	:	PUNCT
futech-370	322	32	the	the	DET
futech-370	322	33	roles	role	NOUN
futech-370	322	34	of	of	ADP
futech-370	322	35	information	information	NOUN
futech-370	322	36	processing	processing	NOUN
futech-370	322	37	and	and	CCONJ
futech-370	322	38	data	data	NOUN
futech-370	322	39	-	-	PUNCT
futech-370	322	40	driven	drive	VERB
futech-370	322	41	culture	culture	NOUN
futech-370	322	42	,	,	PUNCT
futech-370	322	43	"	"	PUNCT
futech-370	322	44	international	international	ADJ
futech-370	322	45	journal	journal	NOUN
futech-370	322	46	of	of	ADP
futech-370	322	47	production	production	NOUN
futech-370	322	48	economics	economic	NOUN
futech-370	322	49	,	,	PUNCT
futech-370	322	50	vol	vol	NOUN
futech-370	322	51	.	.	PROPN
futech-370	322	52	236	236	NUM
futech-370	322	53	,	,	PUNCT
futech-370	322	54	p.	p.	NOUN
futech-370	322	55	108135	108135	NUM
futech-370	322	56	,	,	PUNCT
futech-370	322	57	2021	2021	NUM
futech-370	322	58	.	.	PUNCT
futech-370	323	1	doi	doi	NOUN
futech-370	323	2	:	:	PUNCT
futech-370	323	3	https://doi.org/10.1016/j.ijpe.2021.108135	https://doi.org/10.1016/j.ijpe.2021.108135	PROPN
futech-370	323	4	https://doi.org/10.3389/frai.2024.1477044	https://doi.org/10.3389/frai.2024.1477044	PROPN
futech-370	323	5	q.	q.	PROPN
futech-370	323	6	ma	ma	PROPN
futech-370	323	7	&	&	CCONJ
futech-370	323	8	d.	d.	PROPN
futech-370	323	9	wu	wu	PROPN
futech-370	323	10	/future	/future	PUNCT
futech-370	323	11	technology	technology	PROPN
futech-370	323	12	august	august	PROPN
futech-370	323	13	2025|	2025|	NUM
futech-370	323	14	volume	volume	NOUN
futech-370	323	15	04	04	NUM
futech-370	324	1	|	|	NOUN
futech-370	324	2	issue	issue	NOUN
futech-370	324	3	03	03	NUM
futech-370	325	1	|	|	ADV
futech-370	325	2	pages	page	NOUN
futech-370	325	3	54	54	NUM
futech-370	325	4	-	-	SYM
futech-370	325	5	66	66	NUM
futech-370	325	6	65	65	NUM
futech-370	326	1	[	[	X
futech-370	326	2	7	7	X
futech-370	326	3	]	]	X
futech-370	326	4	e.	e.	PROPN
futech-370	326	5	d.	d.	PROPN
futech-370	326	6	zamani	zamani	PROPN
futech-370	326	7	,	,	PUNCT
futech-370	326	8	c.	c.	PROPN
futech-370	326	9	smyth	smyth	PROPN
futech-370	326	10	,	,	PUNCT
futech-370	326	11	s.	s.	PROPN
futech-370	326	12	gupta	gupta	PROPN
futech-370	326	13	,	,	PUNCT
futech-370	326	14	and	and	CCONJ
futech-370	326	15	d.	d.	PROPN
futech-370	326	16	dennehy	dennehy	PROPN
futech-370	326	17	,	,	PUNCT
futech-370	326	18	"	"	PUNCT
futech-370	326	19	artificial	artificial	ADJ
futech-370	326	20	intelligence	intelligence	NOUN
futech-370	326	21	and	and	CCONJ
futech-370	326	22	big	big	ADJ
futech-370	326	23	data	datum	NOUN
futech-370	326	24	analytics	analytic	NOUN
futech-370	326	25	for	for	ADP
futech-370	326	26	supply	supply	NOUN
futech-370	326	27	chain	chain	NOUN
futech-370	326	28	resilience	resilience	NOUN
futech-370	326	29	:	:	PUNCT
futech-370	326	30	a	a	DET
futech-370	326	31	systematic	systematic	ADJ
futech-370	326	32	literature	literature	NOUN
futech-370	326	33	review	review	NOUN
futech-370	326	34	,	,	PUNCT
futech-370	326	35	"	"	PUNCT
futech-370	326	36	annals	annal	NOUN
futech-370	326	37	of	of	ADP
futech-370	326	38	operations	operation	NOUN
futech-370	326	39	research	research	NOUN
futech-370	326	40	,	,	PUNCT
futech-370	326	41	vol	vol	NOUN
futech-370	326	42	.	.	PROPN
futech-370	326	43	327	327	NUM
futech-370	326	44	,	,	PUNCT
futech-370	326	45	no	no	INTJ
futech-370	326	46	.	.	NOUN
futech-370	326	47	2	2	NUM
futech-370	326	48	,	,	PUNCT
futech-370	326	49	pp	pp	ADJ
futech-370	326	50	.	.	PUNCT
futech-370	327	1	605	605	NUM
futech-370	327	2	-	-	SYM
futech-370	327	3	632	632	NUM
futech-370	327	4	,	,	PUNCT
futech-370	327	5	2023	2023	NUM
futech-370	327	6	.	.	PUNCT
futech-370	328	1	doi	doi	NOUN
futech-370	328	2	:	:	PUNCT
futech-370	328	3	https://doi.org/10.1007/s10479-022-04983-y	https://doi.org/10.1007/s10479-022-04983-y	PROPN
futech-370	328	4	[	[	X
futech-370	328	5	8	8	NUM
futech-370	328	6	]	]	PUNCT
futech-370	328	7	a.	a.	NOUN
futech-370	328	8	brintrup	brintrup	NOUN
futech-370	328	9	,	,	PUNCT
futech-370	328	10	e.	e.	PROPN
futech-370	328	11	kosasih	kosasih	PROPN
futech-370	328	12	,	,	PUNCT
futech-370	328	13	p.	p.	PROPN
futech-370	328	14	schaffer	schaffer	PROPN
futech-370	328	15	,	,	PUNCT
futech-370	328	16	g.	g.	PROPN
futech-370	328	17	zheng	zheng	PROPN
futech-370	328	18	,	,	PUNCT
futech-370	328	19	g.	g.	PROPN
futech-370	328	20	demirel	demirel	PROPN
futech-370	328	21	,	,	PUNCT
futech-370	328	22	and	and	CCONJ
futech-370	328	23	b.	b.	PROPN
futech-370	328	24	l.	l.	PROPN
futech-370	328	25	maccarthy	maccarthy	PROPN
futech-370	328	26	,	,	PUNCT
futech-370	328	27	"	"	PUNCT
futech-370	328	28	digital	digital	ADJ
futech-370	328	29	supply	supply	NOUN
futech-370	328	30	chain	chain	NOUN
futech-370	328	31	surveillance	surveillance	NOUN
futech-370	328	32	using	use	VERB
futech-370	328	33	artificial	artificial	ADJ
futech-370	328	34	intelligence	intelligence	NOUN
futech-370	328	35	:	:	PUNCT
futech-370	329	1	definitions	definition	NOUN
futech-370	329	2	,	,	PUNCT
futech-370	329	3	opportunities	opportunity	NOUN
futech-370	329	4	and	and	CCONJ
futech-370	329	5	risks	risk	NOUN
futech-370	329	6	,	,	PUNCT
futech-370	329	7	"	"	PUNCT
futech-370	329	8	international	international	ADJ
futech-370	329	9	journal	journal	NOUN
futech-370	329	10	of	of	ADP
futech-370	329	11	production	production	NOUN
futech-370	329	12	research	research	NOUN
futech-370	329	13	,	,	PUNCT
futech-370	329	14	vol	vol	NOUN
futech-370	329	15	.	.	PROPN
futech-370	329	16	62	62	NUM
futech-370	329	17	,	,	PUNCT
futech-370	329	18	no	no	INTJ
futech-370	329	19	.	.	NOUN
futech-370	329	20	13	13	NUM
futech-370	329	21	,	,	PUNCT
futech-370	329	22	pp	pp	ADJ
futech-370	329	23	.	.	PUNCT
futech-370	329	24	4674	4674	NUM
futech-370	329	25	-	-	SYM
futech-370	329	26	4695	4695	NUM
futech-370	329	27	,	,	PUNCT
futech-370	329	28	2024	2024	NUM
futech-370	329	29	.	.	PUNCT
futech-370	330	1	doi	doi	NOUN
futech-370	330	2	:	:	PUNCT
futech-370	330	3	https://doi.org/10.1080/00207543.2023.2270719	https://doi.org/10.1080/00207543.2023.2270719	NOUN
futech-370	331	1	[	[	X
futech-370	331	2	9	9	X
futech-370	331	3	]	]	X
futech-370	331	4	h.	h.	PROPN
futech-370	331	5	chen	chen	PROPN
futech-370	331	6	,	,	PUNCT
futech-370	331	7	z.	z.	PROPN
futech-370	331	8	chen	chen	PROPN
futech-370	331	9	,	,	PUNCT
futech-370	331	10	f.	f.	PROPN
futech-370	331	11	lin	lin	PROPN
futech-370	331	12	,	,	PUNCT
futech-370	331	13	and	and	CCONJ
futech-370	331	14	p.	p.	PROPN
futech-370	331	15	zhuang	zhuang	PROPN
futech-370	331	16	,	,	PUNCT
futech-370	331	17	"	"	PUNCT
futech-370	331	18	effective	effective	ADJ
futech-370	331	19	management	management	NOUN
futech-370	331	20	for	for	ADP
futech-370	331	21	blockchain	blockchain	NOUN
futech-370	331	22	-	-	PUNCT
futech-370	331	23	based	base	VERB
futech-370	331	24	agri	agri	NOUN
futech-370	331	25	-	-	PUNCT
futech-370	331	26	food	food	NOUN
futech-370	331	27	supply	supply	NOUN
futech-370	331	28	chains	chain	NOUN
futech-370	331	29	using	use	VERB
futech-370	331	30	deep	deep	ADJ
futech-370	331	31	reinforcement	reinforcement	NOUN
futech-370	331	32	learning	learning	NOUN
futech-370	331	33	,	,	PUNCT
futech-370	331	34	"	"	PUNCT
futech-370	331	35	ieee	ieee	NOUN
futech-370	331	36	access	access	NOUN
futech-370	331	37	,	,	PUNCT
futech-370	331	38	vol	vol	NOUN
futech-370	331	39	.	.	NOUN
futech-370	331	40	9	9	NUM
futech-370	331	41	,	,	PUNCT
futech-370	331	42	pp	pp	ADJ
futech-370	331	43	.	.	PUNCT
futech-370	331	44	36008	36008	NUM
futech-370	331	45	-	-	SYM
futech-370	331	46	36018	36018	NUM
futech-370	331	47	,	,	PUNCT
futech-370	331	48	2021	2021	NUM
futech-370	331	49	.	.	PUNCT
futech-370	332	1	doi	doi	NOUN
futech-370	332	2	:	:	PUNCT
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futech-370	332	4	[	[	X
futech-370	332	5	10	10	NUM
futech-370	332	6	]	]	X
futech-370	332	7	h.	h.	PROPN
futech-370	332	8	jahani	jahani	PROPN
futech-370	332	9	,	,	PUNCT
futech-370	332	10	r.	r.	PROPN
futech-370	332	11	jain	jain	PROPN
futech-370	332	12	,	,	PUNCT
futech-370	332	13	and	and	CCONJ
futech-370	332	14	d.	d.	PROPN
futech-370	332	15	ivanov	ivanov	PROPN
futech-370	332	16	,	,	PUNCT
futech-370	332	17	"	"	PUNCT
futech-370	332	18	data	data	NOUN
futech-370	332	19	science	science	NOUN
futech-370	332	20	and	and	CCONJ
futech-370	332	21	big	big	ADJ
futech-370	332	22	data	datum	NOUN
futech-370	332	23	analytics	analytic	NOUN
futech-370	332	24	:	:	PUNCT
futech-370	332	25	a	a	DET
futech-370	332	26	systematic	systematic	ADJ
futech-370	332	27	review	review	NOUN
futech-370	332	28	of	of	ADP
futech-370	332	29	methodologies	methodology	NOUN
futech-370	332	30	used	use	VERB
futech-370	332	31	in	in	ADP
futech-370	332	32	the	the	DET
futech-370	332	33	supply	supply	NOUN
futech-370	332	34	chain	chain	NOUN
futech-370	332	35	and	and	CCONJ
futech-370	332	36	logistics	logistic	NOUN
futech-370	332	37	research	research	NOUN
futech-370	332	38	,	,	PUNCT
futech-370	332	39	"	"	PUNCT
futech-370	332	40	annals	annal	NOUN
futech-370	332	41	of	of	ADP
futech-370	332	42	operations	operation	NOUN
futech-370	332	43	research	research	NOUN
futech-370	332	44	,	,	PUNCT
futech-370	332	45	pp	pp	ADJ
futech-370	332	46	.	.	PUNCT
futech-370	333	1	1	1	NUM
futech-370	333	2	-	-	SYM
futech-370	333	3	58	58	NUM
futech-370	333	4	,	,	PUNCT
futech-370	333	5	2023	2023	NUM
futech-370	333	6	.	.	PUNCT
futech-370	334	1	doi	doi	NOUN
futech-370	334	2	:	:	PUNCT
futech-370	334	3	https://doi.org/10.1007/s10479-023-05390-7	https://doi.org/10.1007/s10479-023-05390-7	VERB
futech-370	334	4	[	[	X
futech-370	334	5	11	11	NUM
futech-370	334	6	]	]	PUNCT
futech-370	334	7	a.	a.	NOUN
futech-370	334	8	yadav	yadav	PROPN
futech-370	334	9	,	,	PUNCT
futech-370	334	10	r.	r.	PROPN
futech-370	334	11	k.	k.	PROPN
futech-370	334	12	garg	garg	PROPN
futech-370	334	13	,	,	PUNCT
futech-370	334	14	and	and	CCONJ
futech-370	334	15	a.	a.	NOUN
futech-370	334	16	sachdeva	sachdeva	PROPN
futech-370	334	17	,	,	PUNCT
futech-370	334	18	"	"	PUNCT
futech-370	334	19	artificial	artificial	ADJ
futech-370	334	20	intelligence	intelligence	NOUN
futech-370	334	21	applications	application	NOUN
futech-370	334	22	for	for	ADP
futech-370	334	23	information	information	NOUN
futech-370	334	24	management	management	NOUN
futech-370	334	25	in	in	ADP
futech-370	334	26	sustainable	sustainable	ADJ
futech-370	334	27	supply	supply	NOUN
futech-370	334	28	chain	chain	NOUN
futech-370	334	29	management	management	NOUN
futech-370	334	30	:	:	PUNCT
futech-370	334	31	a	a	DET
futech-370	334	32	systematic	systematic	ADJ
futech-370	334	33	review	review	NOUN
futech-370	334	34	and	and	CCONJ
futech-370	334	35	future	future	ADJ
futech-370	334	36	research	research	NOUN
futech-370	334	37	agenda	agenda	NOUN
futech-370	334	38	,	,	PUNCT
futech-370	334	39	"	"	PUNCT
futech-370	334	40	international	international	ADJ
futech-370	334	41	journal	journal	NOUN
futech-370	334	42	of	of	ADP
futech-370	334	43	information	information	NOUN
futech-370	334	44	management	management	NOUN
futech-370	334	45	data	datum	NOUN
futech-370	334	46	insights	insight	NOUN
futech-370	334	47	,	,	PUNCT
futech-370	334	48	vol	vol	NOUN
futech-370	334	49	.	.	PROPN
futech-370	335	1	4	4	NUM
futech-370	335	2	,	,	PUNCT
futech-370	335	3	no	no	INTJ
futech-370	335	4	.	.	NOUN
futech-370	335	5	2	2	NUM
futech-370	335	6	,	,	PUNCT
futech-370	335	7	p.	p.	NOUN
futech-370	335	8	100292	100292	NUM
futech-370	335	9	,	,	PUNCT
futech-370	335	10	2024	2024	NUM
futech-370	335	11	.	.	PUNCT
futech-370	336	1	doi	doi	NOUN
futech-370	336	2	:	:	PUNCT
futech-370	336	3	https://doi.org/10.1016/j.jjimei.2024.100292	https://doi.org/10.1016/j.jjimei.2024.100292	NOUN
futech-370	336	4	[	[	X
futech-370	336	5	12	12	NUM
futech-370	336	6	]	]	PUNCT
futech-370	336	7	s.	s.	PROPN
futech-370	336	8	punia	punia	PROPN
futech-370	336	9	,	,	PUNCT
futech-370	336	10	s.	s.	PROPN
futech-370	336	11	p.	p.	PROPN
futech-370	336	12	singh	singh	PROPN
futech-370	336	13	,	,	PUNCT
futech-370	336	14	and	and	CCONJ
futech-370	336	15	j.	j.	PROPN
futech-370	336	16	k.	k.	PROPN
futech-370	336	17	madaan	madaan	PROPN
futech-370	336	18	,	,	PUNCT
futech-370	336	19	"	"	PUNCT
futech-370	336	20	a	a	DET
futech-370	336	21	crosstemporal	crosstemporal	ADJ
futech-370	336	22	hierarchical	hierarchical	ADJ
futech-370	336	23	framework	framework	NOUN
futech-370	336	24	and	and	CCONJ
futech-370	336	25	deep	deep	ADJ
futech-370	336	26	learning	learning	NOUN
futech-370	336	27	for	for	ADP
futech-370	336	28	supply	supply	NOUN
futech-370	336	29	chain	chain	NOUN
futech-370	336	30	forecasting	forecasting	NOUN
futech-370	336	31	,	,	PUNCT
futech-370	336	32	"	"	PUNCT
futech-370	336	33	computers	computer	NOUN
futech-370	336	34	&	&	CCONJ
futech-370	336	35	industrial	industrial	ADJ
futech-370	336	36	engineering	engineering	NOUN
futech-370	336	37	,	,	PUNCT
futech-370	336	38	vol	vol	NOUN
futech-370	336	39	.	.	PROPN
futech-370	336	40	149	149	NUM
futech-370	336	41	,	,	PUNCT
futech-370	336	42	p.	p.	NOUN
futech-370	336	43	106796	106796	NUM
futech-370	336	44	,	,	PUNCT
futech-370	336	45	2020	2020	NUM
futech-370	336	46	.	.	PUNCT
futech-370	337	1	doi	doi	NOUN
futech-370	337	2	:	:	PUNCT
futech-370	337	3	https://doi.org/10.1016/j.cie.2020.106796	https://doi.org/10.1016/j.cie.2020.106796	PROPN
futech-370	338	1	[	[	X
futech-370	338	2	13	13	NUM
futech-370	338	3	]	]	X
futech-370	338	4	g.	g.	PROPN
futech-370	338	5	baryannis	baryannis	PROPN
futech-370	338	6	,	,	PUNCT
futech-370	338	7	s.	s.	PROPN
futech-370	338	8	dani	dani	PROPN
futech-370	338	9	,	,	PUNCT
futech-370	338	10	and	and	CCONJ
futech-370	338	11	g.	g.	PROPN
futech-370	338	12	antoniou	antoniou	PROPN
futech-370	338	13	,	,	PUNCT
futech-370	338	14	"	"	PUNCT
futech-370	338	15	predicting	predict	VERB
futech-370	338	16	supply	supply	NOUN
futech-370	338	17	chain	chain	NOUN
futech-370	338	18	risks	risk	NOUN
futech-370	338	19	using	use	VERB
futech-370	338	20	machine	machine	NOUN
futech-370	338	21	learning	learning	NOUN
futech-370	338	22	:	:	PUNCT
futech-370	338	23	the	the	DET
futech-370	338	24	tradeoff	tradeoff	NOUN
futech-370	338	25	between	between	ADP
futech-370	338	26	performance	performance	NOUN
futech-370	338	27	and	and	CCONJ
futech-370	338	28	interpretability	interpretability	NOUN
futech-370	338	29	,	,	PUNCT
futech-370	338	30	"	"	PUNCT
futech-370	338	31	future	future	ADJ
futech-370	338	32	generation	generation	NOUN
futech-370	338	33	computer	computer	NOUN
futech-370	338	34	systems	system	NOUN
futech-370	338	35	,	,	PUNCT
futech-370	338	36	vol	vol	NOUN
futech-370	338	37	.	.	PROPN
futech-370	339	1	101	101	NUM
futech-370	339	2	,	,	PUNCT
futech-370	339	3	pp	pp	ADJ
futech-370	339	4	.	.	PUNCT
futech-370	340	1	993	993	NUM
futech-370	340	2	-	-	SYM
futech-370	340	3	1004	1004	NUM
futech-370	340	4	,	,	PUNCT
futech-370	340	5	2019	2019	NUM
futech-370	340	6	.	.	PUNCT
futech-370	341	1	doi	doi	NOUN
futech-370	341	2	:	:	PUNCT
futech-370	341	3	https://doi.org/10.1016/j.future.2019.07.059	https://doi.org/10.1016/j.future.2019.07.059	PROPN
futech-370	342	1	[	[	X
futech-370	342	2	14	14	NUM
futech-370	342	3	]	]	PUNCT
futech-370	342	4	x.	x.	PROPN
futech-370	342	5	li	li	PROPN
futech-370	342	6	and	and	CCONJ
futech-370	342	7	w.	w.	PROPN
futech-370	342	8	wu	wu	PROPN
futech-370	342	9	,	,	PUNCT
futech-370	342	10	"	"	PUNCT
futech-370	342	11	a	a	DET
futech-370	342	12	blockchain	blockchain	PROPN
futech-370	342	13	-	-	PUNCT
futech-370	342	14	empowered	empower	VERB
futech-370	342	15	multiaggregator	multiaggregator	NOUN
futech-370	342	16	federated	federate	VERB
futech-370	342	17	learning	learn	VERB
futech-370	342	18	architecture	architecture	NOUN
futech-370	342	19	in	in	ADP
futech-370	342	20	edge	edge	NOUN
futech-370	342	21	computing	compute	VERB
futech-370	342	22	with	with	ADP
futech-370	342	23	deep	deep	ADJ
futech-370	342	24	reinforcement	reinforcement	NOUN
futech-370	342	25	learning	learn	VERB
futech-370	342	26	optimization	optimization	NOUN
futech-370	342	27	,	,	PUNCT
futech-370	342	28	"	"	PUNCT
futech-370	342	29	ieee	ieee	NOUN
futech-370	342	30	transactions	transaction	NOUN
futech-370	342	31	on	on	ADP
futech-370	342	32	computational	computational	ADJ
futech-370	342	33	social	social	ADJ
futech-370	342	34	systems	system	NOUN
futech-370	342	35	,	,	PUNCT
futech-370	342	36	2024	2024	NUM
futech-370	342	37	.	.	PUNCT
futech-370	343	1	doi	doi	NOUN
futech-370	343	2	:	:	PUNCT
futech-370	343	3	https://doi.org/10.1109/tcss.2024.3481882	https://doi.org/10.1109/tcss.2024.3481882	PROPN
futech-370	344	1	[	[	X
futech-370	344	2	15	15	NUM
futech-370	344	3	]	]	X
futech-370	344	4	c.	c.	NOUN
futech-370	344	5	düsing	düsing	PROPN
futech-370	344	6	and	and	CCONJ
futech-370	344	7	p.	p.	NOUN
futech-370	344	8	cimiano	cimiano	PROPN
futech-370	344	9	,	,	PUNCT
futech-370	344	10	"	"	PUNCT
futech-370	344	11	rethinking	rethink	VERB
futech-370	344	12	federated	federated	ADJ
futech-370	344	13	learning	learning	NOUN
futech-370	344	14	as	as	ADP
futech-370	344	15	a	a	DET
futech-370	344	16	digital	digital	ADJ
futech-370	344	17	platform	platform	NOUN
futech-370	344	18	for	for	ADP
futech-370	344	19	dynamic	dynamic	ADJ
futech-370	344	20	and	and	CCONJ
futech-370	344	21	valuedriven	valuedriven	ADJ
futech-370	344	22	participation	participation	NOUN
futech-370	344	23	,	,	PUNCT
futech-370	344	24	"	"	PUNCT
futech-370	344	25	future	future	ADJ
futech-370	344	26	generation	generation	NOUN
futech-370	344	27	computer	computer	NOUN
futech-370	344	28	systems	system	NOUN
futech-370	344	29	,	,	PUNCT
futech-370	344	30	vol	vol	NOUN
futech-370	344	31	.	.	PROPN
futech-370	344	32	171	171	NUM
futech-370	344	33	,	,	PUNCT
futech-370	344	34	p.	p.	NOUN
futech-370	344	35	107847	107847	NUM
futech-370	344	36	,	,	PUNCT
futech-370	344	37	2025	2025	NUM
futech-370	344	38	.	.	PUNCT
futech-370	345	1	doi	doi	NOUN
futech-370	345	2	:	:	PUNCT
futech-370	345	3	https://doi.org/10.1016/j.future.2025.107847	https://doi.org/10.1016/j.future.2025.107847	PROPN
futech-370	346	1	[	[	X
futech-370	346	2	16	16	NUM
futech-370	346	3	]	]	PUNCT
futech-370	346	4	j.	j.	PROPN
futech-370	346	5	wen	wen	PROPN
futech-370	346	6	,	,	PUNCT
futech-370	346	7	z.	z.	PROPN
futech-370	346	8	zhang	zhang	PROPN
futech-370	346	9	,	,	PUNCT
futech-370	346	10	y.	y.	PROPN
futech-370	346	11	lan	lan	PROPN
futech-370	346	12	,	,	PUNCT
futech-370	346	13	z.	z.	PROPN
futech-370	346	14	cui	cui	PROPN
futech-370	346	15	,	,	PUNCT
futech-370	346	16	j.	j.	PROPN
futech-370	346	17	cai	cai	PROPN
futech-370	346	18	,	,	PUNCT
futech-370	346	19	and	and	CCONJ
futech-370	346	20	w.	w.	PROPN
futech-370	346	21	zhang	zhang	PROPN
futech-370	346	22	,	,	PUNCT
futech-370	346	23	"	"	PUNCT
futech-370	346	24	a	a	DET
futech-370	346	25	survey	survey	NOUN
futech-370	346	26	on	on	ADP
futech-370	346	27	federated	federated	ADJ
futech-370	346	28	learning	learning	NOUN
futech-370	346	29	:	:	PUNCT
futech-370	346	30	challenges	challenge	NOUN
futech-370	346	31	and	and	CCONJ
futech-370	346	32	applications	application	NOUN
futech-370	346	33	,	,	PUNCT
futech-370	346	34	"	"	PUNCT
futech-370	346	35	international	international	ADJ
futech-370	346	36	journal	journal	NOUN
futech-370	346	37	of	of	ADP
futech-370	346	38	machine	machine	NOUN
futech-370	346	39	learning	learning	NOUN
futech-370	346	40	and	and	CCONJ
futech-370	346	41	cybernetics	cybernetic	NOUN
futech-370	346	42	,	,	PUNCT
futech-370	346	43	vol	vol	NOUN
futech-370	346	44	.	.	PROPN
futech-370	347	1	14	14	NUM
futech-370	347	2	,	,	PUNCT
futech-370	347	3	no	no	INTJ
futech-370	347	4	.	.	NOUN
futech-370	347	5	2	2	NUM
futech-370	347	6	,	,	PUNCT
futech-370	347	7	pp	pp	ADJ
futech-370	347	8	.	.	PUNCT
futech-370	348	1	513	513	NUM
futech-370	348	2	-	-	SYM
futech-370	348	3	535	535	NUM
futech-370	348	4	,	,	PUNCT
futech-370	348	5	2023	2023	NUM
futech-370	348	6	.	.	PUNCT
futech-370	349	1	doi	doi	NOUN
futech-370	349	2	:	:	PUNCT
futech-370	349	3	https://doi.org/10.1007/s13042-02201647-y	https://doi.org/10.1007/s13042-02201647-y	PROPN
futech-370	350	1	[	[	X
futech-370	350	2	17	17	NUM
futech-370	350	3	]	]	X
futech-370	350	4	i.	i.	PROPN
futech-370	350	5	ahmed	ahmed	PROPN
futech-370	350	6	,	,	PUNCT
futech-370	350	7	m.	m.	NOUN
futech-370	350	8	a.	a.	PROPN
futech-370	350	9	syed	syed	PROPN
futech-370	350	10	,	,	PUNCT
futech-370	350	11	m.	m.	NOUN
futech-370	350	12	maaruf	maaruf	NOUN
futech-370	350	13	,	,	PUNCT
futech-370	350	14	and	and	CCONJ
futech-370	350	15	m.	m.	PROPN
futech-370	350	16	khalid	khalid	PROPN
futech-370	350	17	,	,	PUNCT
futech-370	350	18	"	"	PUNCT
futech-370	350	19	distributed	distribute	VERB
futech-370	350	20	computing	computing	NOUN
futech-370	350	21	in	in	ADP
futech-370	350	22	multi	multi	ADJ
futech-370	350	23	-	-	ADJ
futech-370	350	24	agent	agent	ADJ
futech-370	350	25	systems	system	NOUN
futech-370	350	26	:	:	PUNCT
futech-370	350	27	a	a	DET
futech-370	350	28	survey	survey	NOUN
futech-370	350	29	of	of	ADP
futech-370	350	30	decentralized	decentralized	ADJ
futech-370	350	31	machine	machine	NOUN
futech-370	350	32	learning	learning	NOUN
futech-370	350	33	approaches	approach	NOUN
futech-370	350	34	,	,	PUNCT
futech-370	350	35	"	"	PUNCT
futech-370	350	36	computing	computing	NOUN
futech-370	350	37	,	,	PUNCT
futech-370	350	38	vol	vol	NOUN
futech-370	350	39	.	.	PUNCT
futech-370	350	40	107	107	NUM
futech-370	350	41	,	,	PUNCT
futech-370	350	42	no	no	INTJ
futech-370	350	43	.	.	NOUN
futech-370	350	44	1	1	NUM
futech-370	350	45	,	,	PUNCT
futech-370	350	46	p.	p.	NOUN
futech-370	350	47	2	2	NUM
futech-370	350	48	,	,	PUNCT
futech-370	350	49	2025	2025	NUM
futech-370	350	50	.	.	PUNCT
futech-370	351	1	doi	doi	NOUN
futech-370	351	2	:	:	PUNCT
futech-370	351	3	https://doi.org/10.1007/s00607-024-01356-0	https://doi.org/10.1007/s00607-024-01356-0	NUM
futech-370	352	1	[	[	X
futech-370	352	2	18	18	NUM
futech-370	352	3	]	]	PUNCT
futech-370	352	4	s.	s.	PROPN
futech-370	352	5	a.	a.	PROPN
futech-370	352	6	r.	r.	PROPN
futech-370	352	7	khan	khan	PROPN
futech-370	352	8	,	,	PUNCT
futech-370	352	9	k.	k.	PROPN
futech-370	352	10	zkik	zkik	PROPN
futech-370	352	11	,	,	PUNCT
futech-370	352	12	a.	a.	NOUN
futech-370	352	13	belhadi	belhadi	NOUN
futech-370	352	14	,	,	PUNCT
futech-370	352	15	and	and	CCONJ
futech-370	352	16	s.	s.	PROPN
futech-370	352	17	s.	s.	PROPN
futech-370	352	18	kamble	kamble	PROPN
futech-370	352	19	,	,	PUNCT
futech-370	352	20	"	"	PUNCT
futech-370	352	21	evaluating	evaluate	VERB
futech-370	352	22	barriers	barrier	NOUN
futech-370	352	23	and	and	CCONJ
futech-370	352	24	solutions	solution	NOUN
futech-370	352	25	for	for	ADP
futech-370	352	26	social	social	ADJ
futech-370	352	27	sustainability	sustainability	NOUN
futech-370	352	28	adoption	adoption	NOUN
futech-370	352	29	in	in	ADP
futech-370	352	30	multi	multi	ADJ
futech-370	352	31	-	-	ADJ
futech-370	352	32	tier	tier	ADJ
futech-370	352	33	supply	supply	NOUN
futech-370	352	34	chains	chain	NOUN
futech-370	352	35	,	,	PUNCT
futech-370	352	36	"	"	PUNCT
futech-370	352	37	international	international	ADJ
futech-370	352	38	journal	journal	NOUN
futech-370	352	39	of	of	ADP
futech-370	352	40	production	production	NOUN
futech-370	352	41	research	research	NOUN
futech-370	352	42	,	,	PUNCT
futech-370	352	43	vol	vol	NOUN
futech-370	352	44	.	.	PROPN
futech-370	353	1	59	59	NUM
futech-370	353	2	,	,	PUNCT
futech-370	353	3	no	no	INTJ
futech-370	353	4	.	.	NOUN
futech-370	353	5	11	11	NUM
futech-370	353	6	,	,	PUNCT
futech-370	353	7	pp	pp	ADJ
futech-370	353	8	.	.	PUNCT
futech-370	354	1	3378	3378	NUM
futech-370	354	2	-	-	SYM
futech-370	354	3	3397	3397	NUM
futech-370	354	4	,	,	PUNCT
futech-370	354	5	2021	2021	NUM
futech-370	354	6	.	.	PUNCT
futech-370	355	1	doi	doi	NOUN
futech-370	355	2	:	:	PUNCT
futech-370	355	3	https://doi.org/10.1080/00207543.2021.1876271	https://doi.org/10.1080/00207543.2021.1876271	X
futech-370	356	1	[	[	X
futech-370	356	2	19	19	NUM
futech-370	356	3	]	]	PUNCT
futech-370	356	4	m.	m.	NOUN
futech-370	356	5	m.	m.	NOUN
futech-370	356	6	orabi	orabi	PROPN
futech-370	356	7	,	,	PUNCT
futech-370	356	8	o.	o.	PROPN
futech-370	356	9	emam	emam	PROPN
futech-370	356	10	,	,	PUNCT
futech-370	356	11	and	and	CCONJ
futech-370	356	12	h.	h.	PROPN
futech-370	356	13	fahmy	fahmy	PROPN
futech-370	356	14	,	,	PUNCT
futech-370	356	15	"	"	PUNCT
futech-370	356	16	adapting	adapt	VERB
futech-370	356	17	security	security	NOUN
futech-370	356	18	and	and	CCONJ
futech-370	356	19	decentralized	decentralize	VERB
futech-370	356	20	knowledge	knowledge	NOUN
futech-370	356	21	enhancement	enhancement	NOUN
futech-370	356	22	in	in	ADP
futech-370	356	23	federated	federated	ADJ
futech-370	356	24	learning	learning	NOUN
futech-370	356	25	using	use	VERB
futech-370	356	26	blockchain	blockchain	PROPN
futech-370	356	27	technology	technology	PROPN
futech-370	356	28	:	:	PUNCT
futech-370	356	29	literature	literature	PROPN
futech-370	356	30	review	review	PROPN
futech-370	356	31	,	,	PUNCT
futech-370	356	32	"	"	PUNCT
futech-370	356	33	journal	journal	NOUN
futech-370	356	34	of	of	ADP
futech-370	356	35	big	big	ADJ
futech-370	356	36	data	datum	NOUN
futech-370	356	37	,	,	PUNCT
futech-370	356	38	vol	vol	NOUN
futech-370	356	39	.	.	PROPN
futech-370	356	40	12	12	NUM
futech-370	356	41	,	,	PUNCT
futech-370	356	42	no	no	INTJ
futech-370	356	43	.	.	NOUN
futech-370	356	44	1	1	NUM
futech-370	356	45	,	,	PUNCT
futech-370	356	46	p.	p.	NOUN
futech-370	356	47	55	55	NUM
futech-370	356	48	,	,	PUNCT
futech-370	356	49	2025	2025	NUM
futech-370	356	50	.	.	PUNCT
futech-370	357	1	doi	doi	NOUN
futech-370	357	2	:	:	PUNCT
futech-370	357	3	https://doi.org/10.1186/s40537-02501099-5	https://doi.org/10.1186/s40537-02501099-5	PROPN
futech-370	357	4	[	[	X
futech-370	357	5	20	20	NUM
futech-370	357	6	]	]	PUNCT
futech-370	357	7	m.	m.	PROPN
futech-370	357	8	huang	huang	PROPN
futech-370	357	9	,	,	PUNCT
futech-370	357	10	q.	q.	PROPN
futech-370	357	11	peng	peng	PROPN
futech-370	357	12	,	,	PUNCT
futech-370	357	13	x.	x.	PROPN
futech-370	357	14	zhu	zhu	PROPN
futech-370	357	15	,	,	PUNCT
futech-370	357	16	t.	t.	PROPN
futech-370	357	17	deng	deng	PROPN
futech-370	357	18	,	,	PUNCT
futech-370	357	19	r.	r.	PROPN
futech-370	357	20	cao	cao	PROPN
futech-370	357	21	,	,	PUNCT
futech-370	357	22	and	and	CCONJ
futech-370	357	23	w.	w.	PROPN
futech-370	357	24	liu	liu	PROPN
futech-370	357	25	,	,	PUNCT
futech-370	357	26	"	"	PUNCT
futech-370	357	27	ensuring	ensure	VERB
futech-370	357	28	trustworthy	trustworthy	ADJ
futech-370	357	29	and	and	CCONJ
futech-370	357	30	secure	secure	ADJ
futech-370	357	31	iot	iot	NOUN
futech-370	357	32	:	:	PUNCT
futech-370	357	33	fundamentals	fundamental	NOUN
futech-370	357	34	,	,	PUNCT
futech-370	357	35	threats	threat	NOUN
futech-370	357	36	,	,	PUNCT
futech-370	357	37	solutions	solution	NOUN
futech-370	357	38	,	,	PUNCT
futech-370	357	39	and	and	CCONJ
futech-370	357	40	future	future	ADJ
futech-370	357	41	hotspots	hotspot	NOUN
futech-370	357	42	,	,	PUNCT
futech-370	357	43	"	"	PUNCT
futech-370	357	44	computer	computer	NOUN
futech-370	357	45	networks	network	NOUN
futech-370	357	46	,	,	PUNCT
futech-370	357	47	p.	p.	NOUN
futech-370	357	48	111218	111218	NUM
futech-370	357	49	,	,	PUNCT
futech-370	357	50	2025	2025	NUM
futech-370	357	51	.	.	PUNCT
futech-370	358	1	doi	doi	NOUN
futech-370	358	2	:	:	PUNCT
futech-370	358	3	https://doi.org/10.1016/j.comnet.2025.111218	https://doi.org/10.1016/j.comnet.2025.111218	NOUN
futech-370	358	4	[	[	X
futech-370	358	5	21	21	NUM
futech-370	358	6	]	]	X
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futech-370	358	9	,	,	PUNCT
futech-370	358	10	n.	n.	PROPN
futech-370	358	11	p.	p.	PROPN
futech-370	358	12	rana	rana	PROPN
futech-370	358	13	,	,	PUNCT
futech-370	358	14	t.	t.	PROPN
futech-370	358	15	v.	v.	PROPN
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futech-370	358	17	,	,	PUNCT
futech-370	358	18	and	and	CCONJ
futech-370	358	19	m.	m.	NOUN
futech-370	358	20	ramkumar	ramkumar	PROPN
futech-370	358	21	,	,	PUNCT
futech-370	358	22	"	"	PUNCT
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futech-370	358	24	of	of	ADP
futech-370	358	25	big	big	ADJ
futech-370	358	26	data	datum	NOUN
futech-370	358	27	analytics	analytic	NOUN
futech-370	358	28	on	on	ADP
futech-370	358	29	supply	supply	NOUN
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futech-370	358	32	:	:	PUNCT
futech-370	358	33	an	an	DET
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futech-370	358	35	of	of	ADP
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futech-370	358	38	,	,	PUNCT
futech-370	358	39	"	"	PUNCT
futech-370	358	40	annals	annal	NOUN
futech-370	358	41	of	of	ADP
futech-370	358	42	operations	operation	NOUN
futech-370	358	43	research	research	NOUN
futech-370	358	44	,	,	PUNCT
futech-370	358	45	vol	vol	NOUN
futech-370	358	46	.	.	PROPN
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futech-370	358	48	,	,	PUNCT
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futech-370	358	50	.	.	NOUN
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futech-370	358	52	,	,	PUNCT
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futech-370	358	54	.	.	PUNCT
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futech-370	359	2	-	-	NUM
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futech-370	359	4	,	,	PUNCT
futech-370	359	5	2024	2024	NUM
futech-370	359	6	.	.	PUNCT
futech-370	360	1	doi	doi	NOUN
futech-370	360	2	:	:	PUNCT
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futech-370	360	4	[	[	X
futech-370	360	5	22	22	NUM
futech-370	360	6	]	]	PUNCT
futech-370	360	7	a.	a.	PROPN
futech-370	360	8	aziz	aziz	PROPN
futech-370	360	9	,	,	PUNCT
futech-370	360	10	e.	e.	PROPN
futech-370	360	11	e.	e.	PROPN
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futech-370	360	15	.	.	PUNCT
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futech-370	361	2	,	,	PUNCT
futech-370	361	3	and	and	CCONJ
futech-370	361	4	a.	a.	NOUN
futech-370	361	5	brintrup	brintrup	NOUN
futech-370	361	6	,	,	PUNCT
futech-370	361	7	"	"	PUNCT
futech-370	361	8	data	datum	NOUN
futech-370	361	9	considerations	consideration	NOUN
futech-370	361	10	in	in	ADP
futech-370	361	11	graph	graph	NOUN
futech-370	361	12	representation	representation	NOUN
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futech-370	361	14	for	for	ADP
futech-370	361	15	supply	supply	NOUN
futech-370	361	16	chain	chain	NOUN
futech-370	361	17	networks	network	NOUN
futech-370	361	18	,	,	PUNCT
futech-370	361	19	"	"	PUNCT
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futech-370	361	21	preprint	preprint	NOUN
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futech-370	361	23	,	,	PUNCT
futech-370	361	24	2021	2021	NUM
futech-370	361	25	.	.	PUNCT
futech-370	362	1	doi	doi	NOUN
futech-370	362	2	:	:	PUNCT
futech-370	362	3	https://doi.org/10.48550/arxiv.2107.10609	https://doi.org/10.48550/arxiv.2107.10609	PROPN
futech-370	362	4	[	[	X
futech-370	362	5	23	23	NUM
futech-370	362	6	]	]	PUNCT
futech-370	362	7	a.	a.	PROPN
futech-370	362	8	w.	w.	PROPN
futech-370	362	9	al	al	PROPN
futech-370	362	10	-	-	PUNCT
futech-370	362	11	khatib	khatib	PROPN
futech-370	362	12	,	,	PUNCT
futech-370	362	13	"	"	PUNCT
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futech-370	362	17	,	,	PUNCT
futech-370	362	18	big	big	ADJ
futech-370	362	19	data	datum	NOUN
futech-370	362	20	analytics	analytic	NOUN
futech-370	362	21	and	and	CCONJ
futech-370	362	22	operational	operational	ADJ
futech-370	362	23	performance	performance	NOUN
futech-370	362	24	:	:	PUNCT
futech-370	362	25	the	the	DET
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futech-370	362	28	of	of	ADP
futech-370	362	29	supply	supply	NOUN
futech-370	362	30	chain	chain	NOUN
futech-370	362	31	visibility	visibility	NOUN
futech-370	362	32	,	,	PUNCT
futech-370	362	33	"	"	PUNCT
futech-370	362	34	journal	journal	NOUN
futech-370	362	35	of	of	ADP
futech-370	362	36	manufacturing	manufacturing	NOUN
futech-370	362	37	technology	technology	NOUN
futech-370	362	38	management	management	NOUN
futech-370	362	39	,	,	PUNCT
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futech-370	362	41	.	.	PROPN
futech-370	363	1	34	34	NUM
futech-370	363	2	,	,	PUNCT
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futech-370	363	5	1	1	NUM
futech-370	363	6	,	,	PUNCT
futech-370	363	7	pp	pp	ADJ
futech-370	363	8	.	.	PUNCT
futech-370	364	1	1	1	NUM
futech-370	364	2	-	-	SYM
futech-370	364	3	24	24	NUM
futech-370	364	4	,	,	PUNCT
futech-370	364	5	2023	2023	NUM
futech-370	364	6	.	.	PUNCT
futech-370	365	1	doi	doi	NOUN
futech-370	365	2	:	:	PUNCT
futech-370	365	3	https://doi.org/10.1108/jmtm-08-20220310	https://doi.org/10.1108/jmtm-08-20220310	NOUN
futech-370	366	1	[	[	X
futech-370	366	2	24	24	NUM
futech-370	366	3	]	]	SYM
futech-370	366	4	t.-m	t.-m	NOUN
futech-370	366	5	.	.	PUNCT
futech-370	367	1	choi	choi	NOUN
futech-370	367	2	and	and	CCONJ
futech-370	367	3	y.	y.	PROPN
futech-370	367	4	chen	chen	PROPN
futech-370	367	5	,	,	PUNCT
futech-370	367	6	"	"	PUNCT
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futech-370	367	8	supply	supply	NOUN
futech-370	367	9	chain	chain	NOUN
futech-370	367	10	management	management	NOUN
futech-370	367	11	with	with	ADP
futech-370	367	12	large	large	ADJ
futech-370	367	13	scale	scale	NOUN
futech-370	367	14	group	group	NOUN
futech-370	367	15	decision	decision	NOUN
futech-370	367	16	making	make	VERB
futech-370	367	17	in	in	ADP
futech-370	367	18	the	the	DET
futech-370	367	19	big	big	ADJ
futech-370	367	20	data	data	PROPN
futech-370	367	21	era	era	NOUN
futech-370	367	22	:	:	PUNCT
futech-370	367	23	the	the	DET
futech-370	367	24	macro	macro	ADJ
futech-370	367	25	-	-	PROPN
futech-370	367	26	micro	micro	ADJ
futech-370	367	27	model	model	NOUN
futech-370	367	28	,	,	PUNCT
futech-370	367	29	"	"	PUNCT
futech-370	367	30	technological	technological	ADJ
futech-370	367	31	forecasting	forecasting	NOUN
futech-370	367	32	and	and	CCONJ
futech-370	367	33	social	social	ADJ
futech-370	367	34	change	change	NOUN
futech-370	367	35	,	,	PUNCT
futech-370	367	36	vol	vol	NOUN
futech-370	367	37	.	.	PROPN
futech-370	367	38	169	169	NUM
futech-370	367	39	,	,	PUNCT
futech-370	367	40	p.	p.	NOUN
futech-370	367	41	120791	120791	NUM
futech-370	367	42	,	,	PUNCT
futech-370	367	43	2021	2021	NUM
futech-370	367	44	.	.	PUNCT
futech-370	368	1	doi	doi	NOUN
futech-370	368	2	:	:	PUNCT
futech-370	368	3	https://doi.org/10.1016/j.techfore.2021.120791	https://doi.org/10.1016/j.techfore.2021.120791	NOUN
futech-370	369	1	[	[	X
futech-370	369	2	25	25	NUM
futech-370	369	3	]	]	X
futech-370	369	4	d.	d.	PROPN
futech-370	369	5	li	li	PROPN
futech-370	369	6	et	et	PROPN
futech-370	369	7	al	al	PROPN
futech-370	369	8	.	.	PROPN
futech-370	369	9	,	,	PUNCT
futech-370	369	10	"	"	PUNCT
futech-370	369	11	blockchain	blockchain	NOUN
futech-370	369	12	for	for	ADP
futech-370	369	13	federated	federated	ADJ
futech-370	369	14	learning	learning	NOUN
futech-370	369	15	toward	toward	ADP
futech-370	369	16	secure	secure	ADJ
futech-370	369	17	distributed	distribute	VERB
futech-370	369	18	machine	machine	NOUN
futech-370	369	19	learning	learning	NOUN
futech-370	369	20	systems	system	NOUN
futech-370	369	21	:	:	PUNCT
futech-370	369	22	a	a	DET
futech-370	369	23	systemic	systemic	ADJ
futech-370	369	24	survey	survey	NOUN
futech-370	369	25	,	,	PUNCT
futech-370	369	26	"	"	PUNCT
futech-370	369	27	soft	soft	ADJ
futech-370	369	28	computing	computing	NOUN
futech-370	369	29	,	,	PUNCT
futech-370	369	30	vol	vol	NOUN
futech-370	369	31	.	.	PROPN
futech-370	369	32	26	26	NUM
futech-370	369	33	,	,	PUNCT
futech-370	369	34	no	no	INTJ
futech-370	369	35	.	.	NOUN
futech-370	369	36	9	9	NUM
futech-370	369	37	,	,	PUNCT
futech-370	369	38	pp	pp	ADJ
futech-370	369	39	.	.	PUNCT
futech-370	370	1	4423	4423	NUM
futech-370	370	2	-	-	SYM
futech-370	370	3	4440	4440	NUM
futech-370	370	4	,	,	PUNCT
futech-370	370	5	2022	2022	NUM
futech-370	370	6	.	.	PUNCT
futech-370	371	1	doi	doi	NOUN
futech-370	371	2	:	:	PUNCT
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futech-370	372	2	26	26	NUM
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futech-370	372	6	and	and	CCONJ
futech-370	372	7	v.	v.	ADP
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futech-370	372	9	,	,	PUNCT
futech-370	372	10	"	"	PUNCT
futech-370	372	11	blockchain	blockchain	NOUN
futech-370	372	12	-	-	PUNCT
futech-370	372	13	based	base	VERB
futech-370	372	14	solutions	solution	NOUN
futech-370	372	15	for	for	ADP
futech-370	372	16	agri	agri	NOUN
futech-370	372	17	-	-	PUNCT
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futech-370	372	19	supply	supply	NOUN
futech-370	372	20	chains	chain	NOUN
futech-370	372	21	:	:	PUNCT
futech-370	372	22	a	a	DET
futech-370	372	23	survey	survey	NOUN
futech-370	372	24	,	,	PUNCT
futech-370	372	25	"	"	PUNCT
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futech-370	372	27	journal	journal	NOUN
futech-370	372	28	of	of	ADP
futech-370	372	29	simulation	simulation	NOUN
futech-370	372	30	and	and	CCONJ
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futech-370	372	32	modelling	modelling	NOUN
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futech-370	372	34	vol	vol	NOUN
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futech-370	372	37	,	,	PUNCT
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futech-370	372	39	.	.	NOUN
futech-370	372	40	1	1	NUM
futech-370	372	41	,	,	PUNCT
futech-370	372	42	pp	pp	ADJ
futech-370	372	43	.	.	PUNCT
futech-370	373	1	1	1	NUM
futech-370	373	2	-	-	SYM
futech-370	373	3	15	15	NUM
futech-370	373	4	,	,	PUNCT
futech-370	373	5	2021	2021	NUM
futech-370	373	6	.	.	PUNCT
futech-370	374	1	doi	doi	NOUN
futech-370	374	2	:	:	PUNCT
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futech-370	375	3	]	]	PUNCT
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futech-370	375	10	and	and	CCONJ
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futech-370	375	13	,	,	PUNCT
futech-370	375	14	"	"	PUNCT
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futech-370	375	16	and	and	CCONJ
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futech-370	375	18	in	in	ADP
futech-370	375	19	supply	supply	NOUN
futech-370	375	20	chains	chain	NOUN
futech-370	375	21	:	:	PUNCT
futech-370	375	22	a	a	DET
futech-370	375	23	bibliometric	bibliometric	ADJ
futech-370	375	24	analysis	analysis	NOUN
futech-370	375	25	and	and	CCONJ
futech-370	375	26	trust	trust	NOUN
futech-370	375	27	transfer	transfer	NOUN
futech-370	375	28	perspective	perspective	NOUN
futech-370	375	29	,	,	PUNCT
futech-370	375	30	"	"	PUNCT
futech-370	375	31	international	international	ADJ
futech-370	375	32	journal	journal	NOUN
futech-370	375	33	of	of	ADP
futech-370	375	34	production	production	NOUN
futech-370	375	35	research	research	NOUN
futech-370	375	36	,	,	PUNCT
futech-370	375	37	pp	pp	ADJ
futech-370	375	38	.	.	PUNCT
futech-370	376	1	1	1	NUM
futech-370	376	2	-	-	SYM
futech-370	376	3	28	28	NUM
futech-370	376	4	,	,	PUNCT
futech-370	376	5	2024	2024	NUM
futech-370	376	6	.	.	PUNCT
futech-370	377	1	doi	doi	NOUN
futech-370	377	2	:	:	PUNCT
futech-370	377	3	https://doi.org/10.1080/00207543.2024.2389544	https://doi.org/10.1080/00207543.2024.2389544	VERB
futech-370	378	1	[	[	X
futech-370	378	2	28	28	NUM
futech-370	378	3	]	]	X
futech-370	378	4	f.	f.	PROPN
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futech-370	378	6	-	-	PUNCT
futech-370	378	7	ramos	ramos	PROPN
futech-370	378	8	et	et	PROPN
futech-370	378	9	al	al	PROPN
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futech-370	378	11	,	,	PUNCT
futech-370	378	12	"	"	PUNCT
futech-370	378	13	factors	factor	NOUN
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futech-370	378	15	trust	trust	NOUN
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futech-370	378	19	-	-	PUNCT
futech-370	378	20	making	making	NOUN
futech-370	378	21	:	:	PUNCT
futech-370	378	22	an	an	DET
futech-370	378	23	indirect	indirect	ADJ
futech-370	378	24	scenariobased	scenariobased	ADJ
futech-370	378	25	experiment	experiment	NOUN
futech-370	378	26	,	,	PUNCT
futech-370	378	27	"	"	PUNCT
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futech-370	378	30	artificial	artificial	ADJ
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futech-370	378	36	d.	d.	PROPN
futech-370	378	37	wu	wu	PROPN
futech-370	378	38	/future	/future	PUNCT
futech-370	378	39	technology	technology	PROPN
futech-370	378	40	august	august	PROPN
futech-370	378	41	2025|	2025|	NUM
futech-370	378	42	volume	volume	NOUN
futech-370	378	43	04	04	NUM
futech-370	379	1	|	|	NOUN
futech-370	379	2	issue	issue	NOUN
futech-370	379	3	03	03	NUM
futech-370	380	1	|	|	ADV
futech-370	380	2	pages	page	NOUN
futech-370	380	3	54	54	NUM
futech-370	380	4	-	-	SYM
futech-370	380	5	66	66	NUM
futech-370	380	6	66	66	NUM
futech-370	380	7	vol	vol	NOUN
futech-370	380	8	.	.	PUNCT
futech-370	380	9	7	7	NUM
futech-370	380	10	,	,	PUNCT
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futech-370	380	12	1465605	1465605	NUM
futech-370	380	13	,	,	PUNCT
futech-370	380	14	2025	2025	NUM
futech-370	380	15	.	.	PUNCT
futech-370	381	1	doi	doi	NOUN
futech-370	381	2	:	:	PUNCT
futech-370	382	1	https://doi.org/10.3389/frai.2024.1465605	https://doi.org/10.3389/frai.2024.1465605	PROPN
futech-370	382	2	[	[	X
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futech-370	382	4	]	]	X
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futech-370	382	10	,	,	PUNCT
futech-370	382	11	and	and	CCONJ
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futech-370	382	14	,	,	PUNCT
futech-370	382	15	"	"	PUNCT
futech-370	382	16	trust	trust	NOUN
futech-370	382	17	,	,	PUNCT
futech-370	382	18	trustworthiness	trustworthiness	NOUN
futech-370	382	19	and	and	CCONJ
futech-370	382	20	ai	ai	PROPN
futech-370	382	21	governance	governance	NOUN
futech-370	382	22	,	,	PUNCT
futech-370	382	23	"	"	PUNCT
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futech-370	382	25	reports	report	NOUN
futech-370	382	26	,	,	PUNCT
futech-370	382	27	vol	vol	NOUN
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futech-370	383	2	,	,	PUNCT
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futech-370	383	6	,	,	PUNCT
futech-370	383	7	p.	p.	NOUN
futech-370	383	8	20752	20752	NUM
futech-370	383	9	,	,	PUNCT
futech-370	383	10	2024	2024	NUM
futech-370	383	11	.	.	PUNCT
futech-370	384	1	doi	doi	NOUN
futech-370	384	2	:	:	PUNCT
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futech-370	385	1	[	[	X
futech-370	385	2	30	30	NUM
futech-370	385	3	]	]	PUNCT
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futech-370	385	17	"	"	PUNCT
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futech-370	385	21	trust	trust	NOUN
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futech-370	385	23	open	open	ADJ
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futech-370	385	25	?	?	PUNCT
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futech-370	386	2	from	from	ADP
futech-370	386	3	a	a	DET
futech-370	386	4	mixed	mixed	ADJ
futech-370	386	5	approach	approach	NOUN
futech-370	386	6	,	,	PUNCT
futech-370	386	7	"	"	PUNCT
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futech-370	386	10	and	and	CCONJ
futech-370	386	11	social	social	ADJ
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futech-370	386	13	,	,	PUNCT
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futech-370	386	15	.	.	PROPN
futech-370	386	16	212	212	NUM
futech-370	386	17	,	,	PUNCT
futech-370	386	18	p.	p.	NOUN
futech-370	386	19	123953	123953	NUM
futech-370	386	20	,	,	PUNCT
futech-370	386	21	2025	2025	NUM
futech-370	386	22	.	.	PUNCT
futech-370	387	1	doi	doi	NOUN
futech-370	387	2	:	:	PUNCT
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futech-370	388	3	]	]	PUNCT
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futech-370	388	10	and	and	CCONJ
futech-370	388	11	a.	a.	NOUN
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futech-370	388	13	,	,	PUNCT
futech-370	388	14	"	"	PUNCT
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futech-370	388	16	machine	machine	NOUN
futech-370	388	17	learning	learning	NOUN
futech-370	388	18	for	for	ADP
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futech-370	388	20	preserving	preserve	VERB
futech-370	388	21	,	,	PUNCT
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futech-370	388	23	supply	supply	NOUN
futech-370	388	24	chain	chain	NOUN
futech-370	388	25	risk	risk	NOUN
futech-370	388	26	prediction	prediction	NOUN
futech-370	388	27	,	,	PUNCT
futech-370	388	28	"	"	PUNCT
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futech-370	388	34	,	,	PUNCT
futech-370	388	35	vol	vol	NOUN
futech-370	388	36	.	.	PROPN
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futech-370	388	38	,	,	PUNCT
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futech-370	388	40	.	.	NOUN
futech-370	388	41	23	23	NUM
futech-370	388	42	,	,	PUNCT
futech-370	388	43	pp	pp	ADJ
futech-370	388	44	.	.	PUNCT
futech-370	388	45	8115	8115	NUM
futech-370	388	46	-	-	SYM
futech-370	388	47	8132	8132	NUM
futech-370	388	48	,	,	PUNCT
futech-370	388	49	2023	2023	NUM
futech-370	388	50	.	.	PUNCT
futech-370	389	1	doi	doi	NOUN
futech-370	389	2	:	:	PUNCT
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futech-370	390	3	]	]	PUNCT
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futech-370	390	9	.	.	PROPN
futech-370	390	10	,	,	PUNCT
futech-370	390	11	"	"	PUNCT
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futech-370	390	13	learning	learning	NOUN
futech-370	390	14	meets	meet	VERB
futech-370	390	15	blockchain	blockchain	PROPN
futech-370	390	16	in	in	ADP
futech-370	390	17	edge	edge	NOUN
futech-370	390	18	computing	computing	NOUN
futech-370	390	19	:	:	PUNCT
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futech-370	390	21	and	and	CCONJ
futech-370	390	22	challenges	challenge	NOUN
futech-370	390	23	,	,	PUNCT
futech-370	390	24	"	"	PUNCT
futech-370	390	25	ieee	ieee	NOUN
futech-370	390	26	internet	internet	NOUN
futech-370	390	27	of	of	ADP
futech-370	390	28	things	thing	NOUN
futech-370	390	29	journal	journal	NOUN
futech-370	390	30	,	,	PUNCT
futech-370	390	31	vol	vol	NOUN
futech-370	390	32	.	.	PROPN
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futech-370	390	34	,	,	PUNCT
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futech-370	390	36	.	.	NOUN
futech-370	390	37	16	16	NUM
futech-370	390	38	,	,	PUNCT
futech-370	390	39	pp	pp	ADJ
futech-370	390	40	.	.	PUNCT
futech-370	390	41	12806	12806	NUM
futech-370	390	42	-	-	SYM
futech-370	390	43	12825	12825	NUM
futech-370	390	44	,	,	PUNCT
futech-370	390	45	2021	2021	NUM
futech-370	390	46	.	.	PUNCT
futech-370	391	1	doi	doi	NOUN
futech-370	391	2	:	:	PUNCT
futech-370	392	1	https://doi.org/10.1109/jiot.2021.3072611	https://doi.org/10.1109/jiot.2021.3072611	PROPN
futech-370	393	1	[	[	X
futech-370	393	2	33	33	NUM
futech-370	393	3	]	]	X
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futech-370	393	7	k.	k.	PROPN
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futech-370	393	9	,	,	PUNCT
futech-370	393	10	v.	v.	ADP
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futech-370	393	12	,	,	PUNCT
futech-370	393	13	and	and	CCONJ
futech-370	393	14	a.	a.	NOUN
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futech-370	393	17	"	"	PUNCT
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futech-370	393	21	:	:	PUNCT
futech-370	393	22	a	a	DET
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futech-370	393	24	-	-	PUNCT
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futech-370	393	26	supply	supply	NOUN
futech-370	393	27	chain	chain	NOUN
futech-370	393	28	simulation	simulation	NOUN
futech-370	393	29	platform	platform	NOUN
futech-370	393	30	for	for	ADP
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futech-370	393	34	the	the	DET
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futech-370	393	36	for	for	ADP
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futech-370	393	39	,	,	PUNCT
futech-370	393	40	"	"	PUNCT
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futech-370	393	44	with	with	ADP
futech-370	393	45	operations	operation	NOUN
futech-370	393	46	and	and	CCONJ
futech-370	393	47	analytics	analytic	NOUN
futech-370	393	48	:	:	PUNCT
futech-370	393	49	a	a	DET
futech-370	393	50	tribute	tribute	NOUN
futech-370	393	51	to	to	ADP
futech-370	393	52	the	the	DET
futech-370	393	53	contributions	contribution	NOUN
futech-370	393	54	of	of	ADP
futech-370	393	55	professor	professor	NOUN
futech-370	393	56	morris	morris	PROPN
futech-370	393	57	cohen	cohen	PROPN
futech-370	393	58	:	:	PUNCT
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futech-370	393	60	,	,	PUNCT
futech-370	393	61	2022	2022	NUM
futech-370	393	62	,	,	PUNCT
futech-370	393	63	pp	pp	ADJ
futech-370	393	64	.	.	PUNCT
futech-370	393	65	169	169	NUM
futech-370	393	66	-	-	SYM
futech-370	393	67	196	196	NUM
futech-370	393	68	.	.	PUNCT
futech-370	394	1	doi	doi	NOUN
futech-370	394	2	:	:	PUNCT
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futech-370	395	1	[	[	X
futech-370	395	2	34	34	NUM
futech-370	395	3	]	]	X
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futech-370	395	7	t.	t.	PROPN
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futech-370	395	9	,	,	PUNCT
futech-370	395	10	and	and	CCONJ
futech-370	395	11	q.	q.	PROPN
futech-370	395	12	wang	wang	PROPN
futech-370	395	13	,	,	PUNCT
futech-370	395	14	"	"	PUNCT
futech-370	395	15	ai	ai	VERB
futech-370	395	16	and	and	CCONJ
futech-370	395	17	data	datum	NOUN
futech-370	395	18	-	-	PUNCT
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futech-370	395	20	advancements	advancement	NOUN
futech-370	395	21	in	in	ADP
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futech-370	395	23	4.0	4.0	NUM
futech-370	395	24	,	,	PUNCT
futech-370	395	25	"	"	PUNCT
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futech-370	395	27	.	.	PROPN
futech-370	395	28	25	25	NUM
futech-370	395	29	,	,	PUNCT
futech-370	395	30	ed	ed	NOUN
futech-370	395	31	:	:	PUNCT
futech-370	395	32	mdpi	mdpi	NOUN
futech-370	395	33	,	,	PUNCT
futech-370	395	34	2025	2025	NUM
futech-370	395	35	,	,	PUNCT
futech-370	395	36	p.	p.	NOUN
futech-370	395	37	2249	2249	NUM
futech-370	395	38	.	.	PUNCT
futech-370	396	1	doi	doi	NOUN
futech-370	396	2	:	:	PUNCT
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futech-370	396	4	this	this	DET
futech-370	396	5	article	article	NOUN
futech-370	396	6	is	be	AUX
futech-370	396	7	an	an	DET
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futech-370	396	9	-	-	PUNCT
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futech-370	396	11	article	article	NOUN
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futech-370	396	16	and	and	CCONJ
futech-370	396	17	conditions	condition	NOUN
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futech-370	396	22	attribution	attribution	NOUN
futech-370	396	23	(	(	PUNCT
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futech-370	396	25	by	by	ADP
futech-370	396	26	)	)	PUNCT
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futech-370	396	28	(	(	PUNCT
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futech-370	396	30	)	)	PUNCT
futech-370	396	31	.	.	PUNCT
futech-370	397	1	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN