id	sid	tid	token	lemma	pos
fbem-26827	1	1	frontiers	frontier	NOUN
fbem-26827	1	2	in	in	ADP
fbem-26827	1	3	business	business	NOUN
fbem-26827	1	4	,	,	PUNCT
fbem-26827	1	5	economics	economic	NOUN
fbem-26827	1	6	and	and	CCONJ
fbem-26827	1	7	management	management	NOUN
fbem-26827	1	8	issn	issn	PROPN
fbem-26827	1	9	:	:	PUNCT
fbem-26827	1	10	2766	2766	NUM
fbem-26827	1	11	-	-	PUNCT
fbem-26827	1	12	824x	824x	NUM
fbem-26827	1	13	|	|	ADJ
fbem-26827	1	14	vol	vol	NOUN
fbem-26827	1	15	.	.	PROPN
fbem-26827	1	16	17	17	NUM
fbem-26827	1	17	,	,	PUNCT
fbem-26827	1	18	no	no	INTJ
fbem-26827	1	19	.	.	NOUN
fbem-26827	1	20	1	1	NUM
fbem-26827	1	21	,	,	PUNCT
fbem-26827	1	22	2024	2024	NUM
fbem-26827	1	23	156	156	NUM
fbem-26827	1	24	the	the	DET
fbem-26827	1	25	application	application	NOUN
fbem-26827	1	26	and	and	CCONJ
fbem-26827	1	27	innovation	innovation	NOUN
fbem-26827	1	28	of	of	ADP
fbem-26827	1	29	digitization	digitization	NOUN
fbem-26827	1	30	in	in	ADP
fbem-26827	1	31	the	the	DET
fbem-26827	1	32	field	field	NOUN
fbem-26827	1	33	of	of	ADP
fbem-26827	1	34	procurement	procurement	NOUN
fbem-26827	1	35	management	management	NOUN
fbem-26827	1	36	chao	chao	PROPN
fbem-26827	1	37	zhang	zhang	PROPN
fbem-26827	2	1	a	a	X
fbem-26827	2	2	,	,	PUNCT
fbem-26827	2	3	*	*	PROPN
fbem-26827	2	4	,	,	PUNCT
fbem-26827	2	5	wenshuang	wenshuang	PROPN
fbem-26827	2	6	ma	ma	PROPN
fbem-26827	2	7	b	b	PROPN
fbem-26827	2	8	,	,	PUNCT
fbem-26827	2	9	chao	chao	PROPN
fbem-26827	2	10	fan	fan	PROPN
fbem-26827	2	11	c	c	PROPN
fbem-26827	2	12	and	and	CCONJ
fbem-26827	2	13	linwei	linwei	PROPN
fbem-26827	2	14	qi	qi	PROPN
fbem-26827	2	15	d	d	PROPN
fbem-26827	2	16	china	china	PROPN
fbem-26827	2	17	auto	auto	PROPN
fbem-26827	2	18	information	information	NOUN
fbem-26827	2	19	technology	technology	NOUN
fbem-26827	2	20	(	(	PUNCT
fbem-26827	2	21	tianjin	tianjin	PROPN
fbem-26827	2	22	)	)	PUNCT
fbem-26827	2	23	co.	co.	PROPN
fbem-26827	2	24	,	,	PUNCT
fbem-26827	2	25	ltd	ltd	PROPN
fbem-26827	2	26	.	.	PROPN
fbem-26827	2	27	,	,	PUNCT
fbem-26827	2	28	tianjin	tianjin	PROPN
fbem-26827	2	29	,	,	PUNCT
fbem-26827	2	30	china	china	PROPN
fbem-26827	2	31	no	no	INTJ
fbem-26827	2	32	.	.	PROPN
fbem-26827	2	33	68	68	NUM
fbem-26827	2	34	,	,	PUNCT
fbem-26827	2	35	xianfeng	xianfeng	PROPN
fbem-26827	2	36	east	east	PROPN
fbem-26827	2	37	road	road	PROPN
fbem-26827	2	38	,	,	PUNCT
fbem-26827	2	39	dongli	dongli	PROPN
fbem-26827	2	40	district	district	PROPN
fbem-26827	2	41	,	,	PUNCT
fbem-26827	2	42	tianjin	tianjin	PROPN
fbem-26827	2	43	,	,	PUNCT
fbem-26827	2	44	china	china	PROPN
fbem-26827	2	45	a	a	DET
fbem-26827	2	46	zhangchao@catarc.ac.cn	zhangchao@catarc.ac.cn	PROPN
fbem-26827	2	47	;	;	PUNCT
fbem-26827	2	48	b	b	X
fbem-26827	2	49	mawenshuang@catarc.ac.cn	mawenshuang@catarc.ac.cn	NOUN
fbem-26827	2	50	;	;	PUNCT
fbem-26827	2	51	c	c	NOUN
fbem-26827	2	52	fanchao@catarc.ac.cn	fanchao@catarc.ac.cn	NOUN
fbem-26827	2	53	;	;	PUNCT
fbem-26827	2	54	d	d	NUM
fbem-26827	2	55	qilinwei@catarc.ac.cn	qilinwei@catarc.ac.cn	ADJ
fbem-26827	2	56	abstract	abstract	NOUN
fbem-26827	2	57	:	:	PUNCT
fbem-26827	2	58	the	the	DET
fbem-26827	2	59	rapid	rapid	ADJ
fbem-26827	2	60	development	development	NOUN
fbem-26827	2	61	of	of	ADP
fbem-26827	2	62	digital	digital	ADJ
fbem-26827	2	63	technology	technology	NOUN
fbem-26827	2	64	is	be	AUX
fbem-26827	2	65	profoundly	profoundly	ADV
fbem-26827	2	66	transforming	transform	VERB
fbem-26827	2	67	various	various	ADJ
fbem-26827	2	68	aspects	aspect	NOUN
fbem-26827	2	69	of	of	ADP
fbem-26827	2	70	procurement	procurement	NOUN
fbem-26827	2	71	management	management	NOUN
fbem-26827	2	72	.	.	PUNCT
fbem-26827	3	1	through	through	ADP
fbem-26827	3	2	big	big	ADJ
fbem-26827	3	3	data	datum	NOUN
fbem-26827	3	4	,	,	PUNCT
fbem-26827	3	5	artificial	artificial	ADJ
fbem-26827	3	6	intelligence	intelligence	NOUN
fbem-26827	3	7	,	,	PUNCT
fbem-26827	3	8	and	and	CCONJ
fbem-26827	3	9	automation	automation	NOUN
fbem-26827	3	10	technology	technology	NOUN
fbem-26827	3	11	,	,	PUNCT
fbem-26827	3	12	enterprises	enterprise	NOUN
fbem-26827	3	13	can	can	AUX
fbem-26827	3	14	more	more	ADV
fbem-26827	3	15	accurately	accurately	ADV
fbem-26827	3	16	predict	predict	VERB
fbem-26827	3	17	demand	demand	NOUN
fbem-26827	3	18	,	,	PUNCT
fbem-26827	3	19	improve	improve	VERB
fbem-26827	3	20	the	the	DET
fbem-26827	3	21	scientific	scientific	ADJ
fbem-26827	3	22	selection	selection	NOUN
fbem-26827	3	23	and	and	CCONJ
fbem-26827	3	24	management	management	NOUN
fbem-26827	3	25	of	of	ADP
fbem-26827	3	26	suppliers	supplier	NOUN
fbem-26827	3	27	,	,	PUNCT
fbem-26827	3	28	and	and	CCONJ
fbem-26827	3	29	reduce	reduce	VERB
fbem-26827	3	30	human	human	ADJ
fbem-26827	3	31	decision	decision	NOUN
fbem-26827	3	32	-	-	PUNCT
fbem-26827	3	33	making	make	VERB
fbem-26827	3	34	errors	error	NOUN
fbem-26827	3	35	.	.	PUNCT
fbem-26827	4	1	at	at	ADP
fbem-26827	4	2	the	the	DET
fbem-26827	4	3	same	same	ADJ
fbem-26827	4	4	time	time	NOUN
fbem-26827	4	5	,	,	PUNCT
fbem-26827	4	6	digital	digital	ADJ
fbem-26827	4	7	systems	system	NOUN
fbem-26827	4	8	can	can	AUX
fbem-26827	4	9	ensure	ensure	VERB
fbem-26827	4	10	the	the	DET
fbem-26827	4	11	legality	legality	NOUN
fbem-26827	4	12	and	and	CCONJ
fbem-26827	4	13	efficiency	efficiency	NOUN
fbem-26827	4	14	of	of	ADP
fbem-26827	4	15	contract	contract	NOUN
fbem-26827	4	16	execution	execution	NOUN
fbem-26827	4	17	in	in	ADP
fbem-26827	4	18	contract	contract	NOUN
fbem-26827	4	19	and	and	CCONJ
fbem-26827	4	20	compliance	compliance	NOUN
fbem-26827	4	21	management	management	NOUN
fbem-26827	4	22	,	,	PUNCT
fbem-26827	4	23	reducing	reduce	VERB
fbem-26827	4	24	legal	legal	ADJ
fbem-26827	4	25	risks	risk	NOUN
fbem-26827	4	26	.	.	PUNCT
fbem-26827	5	1	in	in	ADP
fbem-26827	5	2	inventory	inventory	NOUN
fbem-26827	5	3	management	management	NOUN
fbem-26827	5	4	,	,	PUNCT
fbem-26827	5	5	intelligent	intelligent	ADJ
fbem-26827	5	6	optimization	optimization	NOUN
fbem-26827	5	7	solutions	solution	NOUN
fbem-26827	5	8	help	help	VERB
fbem-26827	5	9	enterprises	enterprise	NOUN
fbem-26827	5	10	dynamically	dynamically	ADV
fbem-26827	5	11	adjust	adjust	VERB
fbem-26827	5	12	inventory	inventory	NOUN
fbem-26827	5	13	levels	level	NOUN
fbem-26827	5	14	to	to	PART
fbem-26827	5	15	avoid	avoid	VERB
fbem-26827	5	16	inventory	inventory	NOUN
fbem-26827	5	17	backlog	backlog	NOUN
fbem-26827	5	18	or	or	CCONJ
fbem-26827	5	19	shortage	shortage	NOUN
fbem-26827	5	20	.	.	PUNCT
fbem-26827	6	1	in	in	ADP
fbem-26827	6	2	addition	addition	NOUN
fbem-26827	6	3	,	,	PUNCT
fbem-26827	6	4	the	the	DET
fbem-26827	6	5	digital	digital	ADJ
fbem-26827	6	6	process	process	NOUN
fbem-26827	6	7	of	of	ADP
fbem-26827	6	8	procurement	procurement	NOUN
fbem-26827	6	9	execution	execution	NOUN
fbem-26827	6	10	and	and	CCONJ
fbem-26827	6	11	performance	performance	NOUN
fbem-26827	6	12	evaluation	evaluation	NOUN
fbem-26827	6	13	makes	make	VERB
fbem-26827	6	14	the	the	DET
fbem-26827	6	15	entire	entire	ADJ
fbem-26827	6	16	procurement	procurement	NOUN
fbem-26827	6	17	process	process	NOUN
fbem-26827	6	18	traceable	traceable	ADJ
fbem-26827	6	19	and	and	CCONJ
fbem-26827	6	20	transparent	transparent	ADJ
fbem-26827	6	21	,	,	PUNCT
fbem-26827	6	22	improving	improve	VERB
fbem-26827	6	23	the	the	DET
fbem-26827	6	24	overall	overall	ADJ
fbem-26827	6	25	efficiency	efficiency	NOUN
fbem-26827	6	26	of	of	ADP
fbem-26827	6	27	the	the	DET
fbem-26827	6	28	supply	supply	NOUN
fbem-26827	6	29	chain	chain	NOUN
fbem-26827	6	30	.	.	PUNCT
fbem-26827	7	1	digitization	digitization	NOUN
fbem-26827	7	2	not	not	PART
fbem-26827	7	3	only	only	ADV
fbem-26827	7	4	improves	improve	VERB
fbem-26827	7	5	the	the	DET
fbem-26827	7	6	efficiency	efficiency	NOUN
fbem-26827	7	7	and	and	CCONJ
fbem-26827	7	8	accuracy	accuracy	NOUN
fbem-26827	7	9	of	of	ADP
fbem-26827	7	10	procurement	procurement	NOUN
fbem-26827	7	11	management	management	NOUN
fbem-26827	7	12	,	,	PUNCT
fbem-26827	7	13	but	but	CCONJ
fbem-26827	7	14	also	also	ADV
fbem-26827	7	15	enhances	enhance	VERB
fbem-26827	7	16	the	the	DET
fbem-26827	7	17	ability	ability	NOUN
fbem-26827	7	18	of	of	ADP
fbem-26827	7	19	enterprises	enterprise	NOUN
fbem-26827	7	20	to	to	PART
fbem-26827	7	21	respond	respond	VERB
fbem-26827	7	22	to	to	ADP
fbem-26827	7	23	market	market	NOUN
fbem-26827	7	24	changes	change	NOUN
fbem-26827	7	25	,	,	PUNCT
fbem-26827	7	26	realizing	realize	VERB
fbem-26827	7	27	the	the	DET
fbem-26827	7	28	intelligence	intelligence	NOUN
fbem-26827	7	29	and	and	CCONJ
fbem-26827	7	30	automation	automation	NOUN
fbem-26827	7	31	of	of	ADP
fbem-26827	7	32	procurement	procurement	NOUN
fbem-26827	7	33	processes	process	NOUN
fbem-26827	7	34	,	,	PUNCT
fbem-26827	7	35	and	and	CCONJ
fbem-26827	7	36	becoming	become	VERB
fbem-26827	7	37	a	a	DET
fbem-26827	7	38	key	key	ADJ
fbem-26827	7	39	factor	factor	NOUN
fbem-26827	7	40	for	for	ADP
fbem-26827	7	41	modern	modern	ADJ
fbem-26827	7	42	enterprises	enterprise	NOUN
fbem-26827	7	43	to	to	PART
fbem-26827	7	44	enhance	enhance	VERB
fbem-26827	7	45	competitiveness	competitiveness	NOUN
fbem-26827	7	46	.	.	PUNCT
fbem-26827	8	1	keywords	keyword	NOUN
fbem-26827	8	2	:	:	PUNCT
fbem-26827	8	3	purchase	purchase	NOUN
fbem-26827	8	4	,	,	PUNCT
fbem-26827	8	5	digitization	digitization	NOUN
fbem-26827	8	6	,	,	PUNCT
fbem-26827	8	7	administration	administration	NOUN
fbem-26827	8	8	.	.	PUNCT
fbem-26827	9	1	1	1	X
fbem-26827	9	2	.	.	X
fbem-26827	9	3	the	the	DET
fbem-26827	9	4	impact	impact	NOUN
fbem-26827	9	5	of	of	ADP
fbem-26827	9	6	digital	digital	ADJ
fbem-26827	9	7	transformation	transformation	NOUN
fbem-26827	9	8	on	on	ADP
fbem-26827	9	9	the	the	DET
fbem-26827	9	10	global	global	ADJ
fbem-26827	9	11	economy	economy	NOUN
fbem-26827	9	12	the	the	DET
fbem-26827	9	13	digital	digital	ADJ
fbem-26827	9	14	transformation	transformation	NOUN
fbem-26827	9	15	has	have	AUX
fbem-26827	9	16	had	have	VERB
fbem-26827	9	17	a	a	DET
fbem-26827	9	18	wide	wide	ADV
fbem-26827	9	19	-	-	PUNCT
fbem-26827	9	20	ranging	range	VERB
fbem-26827	9	21	and	and	CCONJ
fbem-26827	9	22	farreaching	farreache	VERB
fbem-26827	9	23	impact	impact	NOUN
fbem-26827	9	24	on	on	ADP
fbem-26827	9	25	the	the	DET
fbem-26827	9	26	global	global	ADJ
fbem-26827	9	27	economy	economy	NOUN
fbem-26827	9	28	.	.	PUNCT
fbem-26827	10	1	firstly	firstly	ADV
fbem-26827	10	2	,	,	PUNCT
fbem-26827	10	3	the	the	DET
fbem-26827	10	4	application	application	NOUN
fbem-26827	10	5	of	of	ADP
fbem-26827	10	6	digital	digital	ADJ
fbem-26827	10	7	technology	technology	NOUN
fbem-26827	10	8	has	have	AUX
fbem-26827	10	9	significantly	significantly	ADV
fbem-26827	10	10	improved	improve	VERB
fbem-26827	10	11	production	production	NOUN
fbem-26827	10	12	efficiency	efficiency	NOUN
fbem-26827	10	13	.	.	PUNCT
fbem-26827	11	1	enterprises	enterprise	NOUN
fbem-26827	11	2	have	have	AUX
fbem-26827	11	3	reduced	reduce	VERB
fbem-26827	11	4	operating	operating	NOUN
fbem-26827	11	5	costs	cost	NOUN
fbem-26827	11	6	through	through	ADP
fbem-26827	11	7	automation	automation	NOUN
fbem-26827	11	8	and	and	CCONJ
fbem-26827	11	9	intelligence	intelligence	NOUN
fbem-26827	11	10	,	,	PUNCT
fbem-26827	11	11	while	while	SCONJ
fbem-26827	11	12	optimizing	optimize	VERB
fbem-26827	11	13	supply	supply	NOUN
fbem-26827	11	14	chain	chain	NOUN
fbem-26827	11	15	management	management	NOUN
fbem-26827	11	16	and	and	CCONJ
fbem-26827	11	17	resource	resource	NOUN
fbem-26827	11	18	allocation	allocation	NOUN
fbem-26827	11	19	,	,	PUNCT
fbem-26827	11	20	making	make	VERB
fbem-26827	11	21	the	the	DET
fbem-26827	11	22	global	global	ADJ
fbem-26827	11	23	economy	economy	NOUN
fbem-26827	11	24	more	more	ADV
fbem-26827	11	25	efficient	efficient	ADJ
fbem-26827	11	26	.	.	PUNCT
fbem-26827	12	1	secondly	secondly	ADV
fbem-26827	12	2	,	,	PUNCT
fbem-26827	12	3	digital	digital	ADJ
fbem-26827	12	4	transformation	transformation	NOUN
fbem-26827	12	5	has	have	AUX
fbem-26827	12	6	driven	drive	VERB
fbem-26827	12	7	a	a	DET
fbem-26827	12	8	significant	significant	ADJ
fbem-26827	12	9	amount	amount	NOUN
fbem-26827	12	10	of	of	ADP
fbem-26827	12	11	innovation	innovation	NOUN
fbem-26827	12	12	,	,	PUNCT
fbem-26827	12	13	enabling	enable	VERB
fbem-26827	12	14	companies	company	NOUN
fbem-26827	12	15	to	to	PART
fbem-26827	12	16	develop	develop	VERB
fbem-26827	12	17	new	new	ADJ
fbem-26827	12	18	business	business	NOUN
fbem-26827	12	19	models	model	NOUN
fbem-26827	12	20	through	through	ADP
fbem-26827	12	21	new	new	ADJ
fbem-26827	12	22	technologies	technology	NOUN
fbem-26827	12	23	such	such	ADJ
fbem-26827	12	24	as	as	ADP
fbem-26827	12	25	the	the	DET
fbem-26827	12	26	sharing	sharing	NOUN
fbem-26827	12	27	economy	economy	NOUN
fbem-26827	12	28	,	,	PUNCT
fbem-26827	12	29	e	e	NOUN
fbem-26827	12	30	-	-	NOUN
fbem-26827	12	31	commerce	commerce	NOUN
fbem-26827	12	32	,	,	PUNCT
fbem-26827	12	33	and	and	CCONJ
fbem-26827	12	34	remote	remote	ADJ
fbem-26827	12	35	work	work	NOUN
fbem-26827	12	36	.	.	PUNCT
fbem-26827	13	1	these	these	DET
fbem-26827	13	2	innovations	innovation	NOUN
fbem-26827	13	3	have	have	AUX
fbem-26827	13	4	greatly	greatly	ADV
fbem-26827	13	5	changed	change	VERB
fbem-26827	13	6	the	the	DET
fbem-26827	13	7	way	way	NOUN
fbem-26827	13	8	traditional	traditional	ADJ
fbem-26827	13	9	industries	industry	NOUN
fbem-26827	13	10	operate	operate	VERB
fbem-26827	13	11	and	and	CCONJ
fbem-26827	13	12	have	have	AUX
fbem-26827	13	13	led	lead	VERB
fbem-26827	13	14	to	to	ADP
fbem-26827	13	15	increasing	increase	VERB
fbem-26827	13	16	competition	competition	NOUN
fbem-26827	13	17	on	on	ADP
fbem-26827	13	18	a	a	DET
fbem-26827	13	19	global	global	ADJ
fbem-26827	13	20	scale	scale	NOUN
fbem-26827	13	21	[	[	X
fbem-26827	13	22	1	1	NUM
fbem-26827	13	23	]	]	PUNCT
fbem-26827	13	24	.	.	PUNCT
fbem-26827	14	1	at	at	ADP
fbem-26827	14	2	the	the	DET
fbem-26827	14	3	same	same	ADJ
fbem-26827	14	4	time	time	NOUN
fbem-26827	14	5	,	,	PUNCT
fbem-26827	14	6	digitization	digitization	NOUN
fbem-26827	14	7	has	have	AUX
fbem-26827	14	8	accelerated	accelerate	VERB
fbem-26827	14	9	the	the	DET
fbem-26827	14	10	process	process	NOUN
fbem-26827	14	11	of	of	ADP
fbem-26827	14	12	globalization	globalization	NOUN
fbem-26827	14	13	.	.	PUNCT
fbem-26827	15	1	through	through	ADP
fbem-26827	15	2	digital	digital	ADJ
fbem-26827	15	3	platforms	platform	NOUN
fbem-26827	15	4	,	,	PUNCT
fbem-26827	15	5	enterprises	enterprise	NOUN
fbem-26827	15	6	can	can	AUX
fbem-26827	15	7	easily	easily	ADV
fbem-26827	15	8	enter	enter	VERB
fbem-26827	15	9	international	international	ADJ
fbem-26827	15	10	markets	market	NOUN
fbem-26827	15	11	,	,	PUNCT
fbem-26827	15	12	cross	cross	ADJ
fbem-26827	15	13	-	-	ADJ
fbem-26827	15	14	border	border	ADJ
fbem-26827	15	15	trade	trade	NOUN
fbem-26827	15	16	and	and	CCONJ
fbem-26827	15	17	investment	investment	NOUN
fbem-26827	15	18	become	become	VERB
fbem-26827	15	19	more	more	ADV
fbem-26827	15	20	convenient	convenient	ADJ
fbem-26827	15	21	,	,	PUNCT
fbem-26827	15	22	and	and	CCONJ
fbem-26827	15	23	global	global	ADJ
fbem-26827	15	24	supply	supply	NOUN
fbem-26827	15	25	chains	chain	NOUN
fbem-26827	15	26	become	become	VERB
fbem-26827	15	27	more	more	ADV
fbem-26827	15	28	transparent	transparent	ADJ
fbem-26827	15	29	and	and	CCONJ
fbem-26827	15	30	efficient	efficient	ADJ
fbem-26827	15	31	,	,	PUNCT
fbem-26827	15	32	which	which	PRON
fbem-26827	15	33	makes	make	VERB
fbem-26827	15	34	economic	economic	ADJ
fbem-26827	15	35	connections	connection	NOUN
fbem-26827	15	36	between	between	ADP
fbem-26827	15	37	countries	country	NOUN
fbem-26827	15	38	closer	close	ADJ
fbem-26827	15	39	.	.	PUNCT
fbem-26827	16	1	however	however	ADV
fbem-26827	16	2	,	,	PUNCT
fbem-26827	16	3	digital	digital	ADJ
fbem-26827	16	4	transformation	transformation	NOUN
fbem-26827	16	5	not	not	PART
fbem-26827	16	6	only	only	ADV
fbem-26827	16	7	brings	bring	VERB
fbem-26827	16	8	about	about	ADP
fbem-26827	16	9	an	an	DET
fbem-26827	16	10	increase	increase	NOUN
fbem-26827	16	11	in	in	ADP
fbem-26827	16	12	employment	employment	NOUN
fbem-26827	16	13	opportunities	opportunity	NOUN
fbem-26827	16	14	,	,	PUNCT
fbem-26827	16	15	but	but	CCONJ
fbem-26827	16	16	also	also	ADV
fbem-26827	16	17	triggers	trigger	VERB
fbem-26827	16	18	a	a	DET
fbem-26827	16	19	demand	demand	NOUN
fbem-26827	16	20	for	for	ADP
fbem-26827	16	21	high	high	ADJ
fbem-26827	16	22	skilled	skilled	ADJ
fbem-26827	16	23	talents	talent	NOUN
fbem-26827	17	1	[	[	X
fbem-26827	17	2	2	2	NUM
fbem-26827	17	3	]	]	PUNCT
fbem-26827	17	4	.	.	PUNCT
fbem-26827	18	1	this	this	PRON
fbem-26827	18	2	means	mean	VERB
fbem-26827	18	3	that	that	SCONJ
fbem-26827	18	4	a	a	DET
fbem-26827	18	5	large	large	ADJ
fbem-26827	18	6	number	number	NOUN
fbem-26827	18	7	of	of	ADP
fbem-26827	18	8	emerging	emerge	VERB
fbem-26827	18	9	job	job	NOUN
fbem-26827	18	10	opportunities	opportunity	NOUN
fbem-26827	18	11	have	have	AUX
fbem-26827	18	12	been	be	AUX
fbem-26827	18	13	created	create	VERB
fbem-26827	18	14	in	in	ADP
fbem-26827	18	15	certain	certain	ADJ
fbem-26827	18	16	fields	field	NOUN
fbem-26827	18	17	,	,	PUNCT
fbem-26827	18	18	but	but	CCONJ
fbem-26827	18	19	it	it	PRON
fbem-26827	18	20	also	also	ADV
fbem-26827	18	21	poses	pose	VERB
fbem-26827	18	22	higher	high	ADJ
fbem-26827	18	23	education	education	NOUN
fbem-26827	18	24	and	and	CCONJ
fbem-26827	18	25	skill	skill	NOUN
fbem-26827	18	26	requirements	requirement	NOUN
fbem-26827	18	27	for	for	ADP
fbem-26827	18	28	the	the	DET
fbem-26827	18	29	labor	labor	NOUN
fbem-26827	18	30	market	market	NOUN
fbem-26827	18	31	[	[	X
fbem-26827	18	32	3	3	NUM
fbem-26827	18	33	]	]	PUNCT
fbem-26827	18	34	.	.	PUNCT
fbem-26827	19	1	for	for	ADP
fbem-26827	19	2	traditional	traditional	ADJ
fbem-26827	19	3	industries	industry	NOUN
fbem-26827	19	4	,	,	PUNCT
fbem-26827	19	5	digital	digital	ADJ
fbem-26827	19	6	transformation	transformation	NOUN
fbem-26827	19	7	has	have	AUX
fbem-26827	19	8	brought	bring	VERB
fbem-26827	19	9	powerful	powerful	ADJ
fbem-26827	19	10	impacts	impact	NOUN
fbem-26827	19	11	.	.	PUNCT
fbem-26827	20	1	traditional	traditional	ADJ
fbem-26827	20	2	sectors	sector	NOUN
fbem-26827	20	3	such	such	ADJ
fbem-26827	20	4	as	as	ADP
fbem-26827	20	5	manufacturing	manufacturing	NOUN
fbem-26827	20	6	,	,	PUNCT
fbem-26827	20	7	retail	retail	NOUN
fbem-26827	20	8	,	,	PUNCT
fbem-26827	20	9	and	and	CCONJ
fbem-26827	20	10	finance	finance	NOUN
fbem-26827	20	11	have	have	VERB
fbem-26827	20	12	to	to	PART
fbem-26827	20	13	adapt	adapt	VERB
fbem-26827	20	14	quickly	quickly	ADV
fbem-26827	20	15	to	to	ADP
fbem-26827	20	16	this	this	DET
fbem-26827	20	17	change	change	NOUN
fbem-26827	20	18	,	,	PUNCT
fbem-26827	20	19	otherwise	otherwise	ADV
fbem-26827	20	20	they	they	PRON
fbem-26827	20	21	will	will	AUX
fbem-26827	20	22	face	face	VERB
fbem-26827	20	23	the	the	DET
fbem-26827	20	24	risk	risk	NOUN
fbem-26827	20	25	of	of	ADP
fbem-26827	20	26	being	be	AUX
fbem-26827	20	27	eliminated	eliminate	VERB
fbem-26827	20	28	.	.	PUNCT
fbem-26827	21	1	especially	especially	ADV
fbem-26827	21	2	for	for	ADP
fbem-26827	21	3	small	small	ADJ
fbem-26827	21	4	and	and	CCONJ
fbem-26827	21	5	medium	medium	ADJ
fbem-26827	21	6	-	-	PUNCT
fbem-26827	21	7	sized	sized	ADJ
fbem-26827	21	8	enterprises	enterprise	NOUN
fbem-26827	21	9	,	,	PUNCT
fbem-26827	21	10	if	if	SCONJ
fbem-26827	21	11	they	they	PRON
fbem-26827	21	12	can	can	AUX
fbem-26827	21	13	not	not	PART
fbem-26827	21	14	smoothly	smoothly	ADV
fbem-26827	21	15	achieve	achieve	VERB
fbem-26827	21	16	digital	digital	ADJ
fbem-26827	21	17	transformation	transformation	NOUN
fbem-26827	21	18	,	,	PUNCT
fbem-26827	21	19	they	they	PRON
fbem-26827	21	20	may	may	AUX
fbem-26827	21	21	lose	lose	VERB
fbem-26827	21	22	their	their	PRON
fbem-26827	21	23	market	market	NOUN
fbem-26827	21	24	competitiveness	competitiveness	NOUN
fbem-26827	21	25	[	[	X
fbem-26827	21	26	4	4	NUM
fbem-26827	21	27	]	]	PUNCT
fbem-26827	21	28	.	.	PUNCT
fbem-26827	22	1	at	at	ADP
fbem-26827	22	2	the	the	DET
fbem-26827	22	3	same	same	ADJ
fbem-26827	22	4	time	time	NOUN
fbem-26827	22	5	,	,	PUNCT
fbem-26827	22	6	digital	digital	ADJ
fbem-26827	22	7	transformation	transformation	NOUN
fbem-26827	22	8	has	have	AUX
fbem-26827	22	9	exacerbated	exacerbate	VERB
fbem-26827	22	10	global	global	ADJ
fbem-26827	22	11	economic	economic	ADJ
fbem-26827	22	12	inequality	inequality	NOUN
fbem-26827	22	13	,	,	PUNCT
fbem-26827	22	14	especially	especially	ADV
fbem-26827	22	15	in	in	ADP
fbem-26827	22	16	underdeveloped	underdeveloped	ADJ
fbem-26827	22	17	countries	country	NOUN
fbem-26827	22	18	and	and	CCONJ
fbem-26827	22	19	regions	region	NOUN
fbem-26827	22	20	where	where	SCONJ
fbem-26827	22	21	the	the	DET
fbem-26827	22	22	digital	digital	ADJ
fbem-26827	22	23	divide	divide	NOUN
fbem-26827	22	24	makes	make	VERB
fbem-26827	22	25	it	it	PRON
fbem-26827	22	26	difficult	difficult	ADJ
fbem-26827	22	27	for	for	SCONJ
fbem-26827	22	28	them	they	PRON
fbem-26827	22	29	to	to	PART
fbem-26827	22	30	enjoy	enjoy	VERB
fbem-26827	22	31	the	the	DET
fbem-26827	22	32	economic	economic	ADJ
fbem-26827	22	33	dividends	dividend	NOUN
fbem-26827	22	34	brought	bring	VERB
fbem-26827	22	35	by	by	ADP
fbem-26827	22	36	digitization	digitization	NOUN
fbem-26827	22	37	,	,	PUNCT
fbem-26827	22	38	further	far	ADV
fbem-26827	22	39	widening	widen	VERB
fbem-26827	22	40	the	the	DET
fbem-26827	22	41	global	global	ADJ
fbem-26827	22	42	wealth	wealth	NOUN
fbem-26827	22	43	gap	gap	NOUN
fbem-26827	22	44	[	[	X
fbem-26827	22	45	5	5	NUM
fbem-26827	22	46	]	]	PUNCT
fbem-26827	22	47	.	.	PUNCT
fbem-26827	23	1	in	in	ADP
fbem-26827	23	2	addition	addition	NOUN
fbem-26827	23	3	,	,	PUNCT
fbem-26827	23	4	digital	digital	ADJ
fbem-26827	23	5	technology	technology	NOUN
fbem-26827	23	6	not	not	PART
fbem-26827	23	7	only	only	ADV
fbem-26827	23	8	drives	drive	VERB
fbem-26827	23	9	economic	economic	ADJ
fbem-26827	23	10	development	development	NOUN
fbem-26827	23	11	,	,	PUNCT
fbem-26827	23	12	but	but	CCONJ
fbem-26827	23	13	also	also	ADV
fbem-26827	23	14	contributes	contribute	VERB
fbem-26827	23	15	to	to	ADP
fbem-26827	23	16	global	global	ADJ
fbem-26827	23	17	sustainable	sustainable	ADJ
fbem-26827	23	18	development	development	NOUN
fbem-26827	23	19	.	.	PUNCT
fbem-26827	24	1	the	the	DET
fbem-26827	24	2	application	application	NOUN
fbem-26827	24	3	of	of	ADP
fbem-26827	24	4	intelligent	intelligent	ADJ
fbem-26827	24	5	technology	technology	NOUN
fbem-26827	24	6	in	in	ADP
fbem-26827	24	7	energy	energy	NOUN
fbem-26827	24	8	management	management	NOUN
fbem-26827	24	9	,	,	PUNCT
fbem-26827	24	10	transportation	transportation	NOUN
fbem-26827	24	11	systems	system	NOUN
fbem-26827	24	12	,	,	PUNCT
fbem-26827	24	13	and	and	CCONJ
fbem-26827	24	14	other	other	ADJ
fbem-26827	24	15	areas	area	NOUN
fbem-26827	24	16	not	not	PART
fbem-26827	24	17	only	only	ADV
fbem-26827	24	18	improves	improve	VERB
fbem-26827	24	19	resource	resource	NOUN
fbem-26827	24	20	utilization	utilization	NOUN
fbem-26827	24	21	efficiency	efficiency	NOUN
fbem-26827	24	22	,	,	PUNCT
fbem-26827	24	23	but	but	CCONJ
fbem-26827	24	24	also	also	ADV
fbem-26827	24	25	reduces	reduce	VERB
fbem-26827	24	26	carbon	carbon	NOUN
fbem-26827	24	27	emissions	emission	NOUN
fbem-26827	24	28	,	,	PUNCT
fbem-26827	24	29	providing	provide	VERB
fbem-26827	24	30	strong	strong	ADJ
fbem-26827	24	31	support	support	NOUN
fbem-26827	24	32	for	for	ADP
fbem-26827	24	33	addressing	address	VERB
fbem-26827	24	34	climate	climate	NOUN
fbem-26827	24	35	change	change	NOUN
fbem-26827	24	36	.	.	PUNCT
fbem-26827	25	1	however	however	ADV
fbem-26827	25	2	,	,	PUNCT
fbem-26827	25	3	this	this	DET
fbem-26827	25	4	transformation	transformation	NOUN
fbem-26827	25	5	process	process	NOUN
fbem-26827	25	6	also	also	ADV
fbem-26827	25	7	poses	pose	VERB
fbem-26827	25	8	new	new	ADJ
fbem-26827	25	9	challenges	challenge	NOUN
fbem-26827	25	10	to	to	ADP
fbem-26827	25	11	policies	policy	NOUN
fbem-26827	25	12	and	and	CCONJ
fbem-26827	25	13	regulations	regulation	NOUN
fbem-26827	25	14	in	in	ADP
fbem-26827	25	15	countries	country	NOUN
fbem-26827	25	16	around	around	ADP
fbem-26827	25	17	the	the	DET
fbem-26827	25	18	world	world	NOUN
fbem-26827	25	19	.	.	PUNCT
fbem-26827	26	1	how	how	SCONJ
fbem-26827	26	2	to	to	PART
fbem-26827	26	3	promote	promote	VERB
fbem-26827	26	4	innovation	innovation	NOUN
fbem-26827	26	5	while	while	SCONJ
fbem-26827	26	6	ensuring	ensure	VERB
fbem-26827	26	7	fairness	fairness	NOUN
fbem-26827	26	8	and	and	CCONJ
fbem-26827	26	9	sustainability	sustainability	NOUN
fbem-26827	26	10	remains	remain	VERB
fbem-26827	26	11	an	an	DET
fbem-26827	26	12	important	important	ADJ
fbem-26827	26	13	issue	issue	NOUN
fbem-26827	26	14	that	that	PRON
fbem-26827	26	15	needs	need	VERB
fbem-26827	26	16	to	to	PART
fbem-26827	26	17	be	be	AUX
fbem-26827	26	18	addressed	address	VERB
fbem-26827	26	19	in	in	ADP
fbem-26827	26	20	the	the	DET
fbem-26827	26	21	future	future	NOUN
fbem-26827	26	22	[	[	X
fbem-26827	26	23	6	6	NUM
fbem-26827	26	24	]	]	PUNCT
fbem-26827	26	25	.	.	PUNCT
fbem-26827	27	1	in	in	ADP
fbem-26827	27	2	summary	summary	NOUN
fbem-26827	27	3	,	,	PUNCT
fbem-26827	27	4	digital	digital	ADJ
fbem-26827	27	5	transformation	transformation	NOUN
fbem-26827	27	6	not	not	PART
fbem-26827	27	7	only	only	ADV
fbem-26827	27	8	accelerates	accelerate	VERB
fbem-26827	27	9	innovation	innovation	NOUN
fbem-26827	27	10	and	and	CCONJ
fbem-26827	27	11	development	development	NOUN
fbem-26827	27	12	in	in	ADP
fbem-26827	27	13	the	the	DET
fbem-26827	27	14	global	global	ADJ
fbem-26827	27	15	economy	economy	NOUN
fbem-26827	27	16	,	,	PUNCT
fbem-26827	27	17	but	but	CCONJ
fbem-26827	27	18	also	also	ADV
fbem-26827	27	19	brings	bring	VERB
fbem-26827	27	20	new	new	ADJ
fbem-26827	27	21	issues	issue	NOUN
fbem-26827	27	22	such	such	ADJ
fbem-26827	27	23	as	as	ADP
fbem-26827	27	24	employment	employment	NOUN
fbem-26827	27	25	,	,	PUNCT
fbem-26827	27	26	competition	competition	NOUN
fbem-26827	27	27	,	,	PUNCT
fbem-26827	27	28	and	and	CCONJ
fbem-26827	27	29	social	social	ADJ
fbem-26827	27	30	inequality	inequality	NOUN
fbem-26827	27	31	,	,	PUNCT
fbem-26827	27	32	which	which	PRON
fbem-26827	27	33	have	have	VERB
fbem-26827	27	34	a	a	DET
fbem-26827	27	35	profound	profound	ADJ
fbem-26827	27	36	impact	impact	NOUN
fbem-26827	27	37	on	on	ADP
fbem-26827	27	38	the	the	DET
fbem-26827	27	39	future	future	ADJ
fbem-26827	27	40	economic	economic	ADJ
fbem-26827	27	41	structure	structure	NOUN
fbem-26827	27	42	and	and	CCONJ
fbem-26827	27	43	global	global	ADJ
fbem-26827	27	44	development	development	NOUN
fbem-26827	27	45	.	.	PUNCT
fbem-26827	28	1	2	2	X
fbem-26827	28	2	.	.	X
fbem-26827	28	3	the	the	DET
fbem-26827	28	4	integration	integration	NOUN
fbem-26827	28	5	of	of	ADP
fbem-26827	28	6	digital	digital	ADJ
fbem-26827	28	7	technology	technology	NOUN
fbem-26827	28	8	and	and	CCONJ
fbem-26827	28	9	intelligent	intelligent	ADJ
fbem-26827	28	10	solutions	solution	NOUN
fbem-26827	28	11	the	the	DET
fbem-26827	28	12	integration	integration	NOUN
fbem-26827	28	13	of	of	ADP
fbem-26827	28	14	digital	digital	ADJ
fbem-26827	28	15	technology	technology	NOUN
fbem-26827	28	16	and	and	CCONJ
fbem-26827	28	17	intelligent	intelligent	ADJ
fbem-26827	28	18	solutions	solution	NOUN
fbem-26827	28	19	is	be	AUX
fbem-26827	28	20	driving	drive	VERB
fbem-26827	28	21	profound	profound	ADJ
fbem-26827	28	22	changes	change	NOUN
fbem-26827	28	23	in	in	ADP
fbem-26827	28	24	the	the	DET
fbem-26827	28	25	global	global	ADJ
fbem-26827	28	26	economy	economy	NOUN
fbem-26827	28	27	.	.	PUNCT
fbem-26827	29	1	with	with	ADP
fbem-26827	29	2	the	the	DET
fbem-26827	29	3	rapid	rapid	ADJ
fbem-26827	29	4	development	development	NOUN
fbem-26827	29	5	of	of	ADP
fbem-26827	29	6	technologies	technology	NOUN
fbem-26827	29	7	such	such	ADJ
fbem-26827	29	8	as	as	ADP
fbem-26827	29	9	big	big	ADJ
fbem-26827	29	10	data	datum	NOUN
fbem-26827	29	11	,	,	PUNCT
fbem-26827	29	12	artificial	artificial	ADJ
fbem-26827	29	13	intelligence	intelligence	NOUN
fbem-26827	29	14	,	,	PUNCT
fbem-26827	29	15	and	and	CCONJ
fbem-26827	29	16	the	the	DET
fbem-26827	29	17	internet	internet	NOUN
fbem-26827	29	18	of	of	ADP
fbem-26827	29	19	things	thing	NOUN
fbem-26827	29	20	,	,	PUNCT
fbem-26827	29	21	various	various	ADJ
fbem-26827	29	22	industries	industry	NOUN
fbem-26827	29	23	are	be	AUX
fbem-26827	29	24	utilizing	utilize	VERB
fbem-26827	29	25	these	these	DET
fbem-26827	29	26	emerging	emerge	VERB
fbem-26827	29	27	technologies	technology	NOUN
fbem-26827	29	28	to	to	PART
fbem-26827	29	29	optimize	optimize	VERB
fbem-26827	29	30	operational	operational	ADJ
fbem-26827	29	31	models	model	NOUN
fbem-26827	29	32	,	,	PUNCT
fbem-26827	29	33	improve	improve	VERB
fbem-26827	29	34	efficiency	efficiency	NOUN
fbem-26827	29	35	,	,	PUNCT
fbem-26827	29	36	and	and	CCONJ
fbem-26827	29	37	enhance	enhance	VERB
fbem-26827	29	38	competitiveness	competitiveness	NOUN
fbem-26827	29	39	.	.	PUNCT
fbem-26827	30	1	through	through	ADP
fbem-26827	30	2	digital	digital	ADJ
fbem-26827	30	3	technology	technology	NOUN
fbem-26827	30	4	,	,	PUNCT
fbem-26827	30	5	enterprises	enterprise	NOUN
fbem-26827	30	6	can	can	AUX
fbem-26827	30	7	obtain	obtain	VERB
fbem-26827	30	8	and	and	CCONJ
fbem-26827	30	9	analyze	analyze	VERB
fbem-26827	30	10	large	large	ADJ
fbem-26827	30	11	amounts	amount	NOUN
fbem-26827	30	12	of	of	ADP
fbem-26827	30	13	data	datum	NOUN
fbem-26827	30	14	in	in	ADP
fbem-26827	30	15	real	real	ADJ
fbem-26827	30	16	time	time	NOUN
fbem-26827	30	17	,	,	PUNCT
fbem-26827	30	18	making	make	VERB
fbem-26827	30	19	more	more	ADV
fbem-26827	30	20	accurate	accurate	ADJ
fbem-26827	30	21	decisions	decision	NOUN
fbem-26827	30	22	.	.	PUNCT
fbem-26827	31	1	for	for	ADP
fbem-26827	31	2	example	example	NOUN
fbem-26827	31	3	,	,	PUNCT
fbem-26827	31	4	with	with	ADP
fbem-26827	31	5	the	the	DET
fbem-26827	31	6	help	help	NOUN
fbem-26827	31	7	of	of	ADP
fbem-26827	31	8	intelligent	intelligent	ADJ
fbem-26827	31	9	technology	technology	NOUN
fbem-26827	31	10	,	,	PUNCT
fbem-26827	31	11	the	the	DET
fbem-26827	31	12	supply	supply	NOUN
fbem-26827	31	13	chain	chain	NOUN
fbem-26827	31	14	management	management	NOUN
fbem-26827	31	15	system	system	NOUN
fbem-26827	31	16	can	can	AUX
fbem-26827	31	17	dynamically	dynamically	ADV
fbem-26827	31	18	monitor	monitor	VERB
fbem-26827	31	19	the	the	DET
fbem-26827	31	20	operation	operation	NOUN
fbem-26827	31	21	status	status	NOUN
fbem-26827	31	22	of	of	ADP
fbem-26827	31	23	each	each	DET
fbem-26827	31	24	link	link	NOUN
fbem-26827	31	25	,	,	PUNCT
fbem-26827	31	26	adjust	adjust	VERB
fbem-26827	31	27	strategies	strategy	NOUN
fbem-26827	31	28	in	in	ADP
fbem-26827	31	29	a	a	DET
fbem-26827	31	30	timely	timely	ADJ
fbem-26827	31	31	manner	manner	NOUN
fbem-26827	31	32	,	,	PUNCT
fbem-26827	31	33	avoid	avoid	VERB
fbem-26827	31	34	resource	resource	NOUN
fbem-26827	31	35	waste	waste	NOUN
fbem-26827	31	36	,	,	PUNCT
fbem-26827	31	37	and	and	CCONJ
fbem-26827	31	38	ensure	ensure	VERB
fbem-26827	31	39	the	the	DET
fbem-26827	31	40	efficient	efficient	ADJ
fbem-26827	31	41	operation	operation	NOUN
fbem-26827	31	42	of	of	ADP
fbem-26827	31	43	the	the	DET
fbem-26827	31	44	entire	entire	ADJ
fbem-26827	31	45	157	157	NUM
fbem-26827	31	46	process	process	NOUN
fbem-26827	31	47	.	.	PUNCT
fbem-26827	32	1	this	this	DET
fbem-26827	32	2	integration	integration	NOUN
fbem-26827	32	3	not	not	PART
fbem-26827	32	4	only	only	ADV
fbem-26827	32	5	changes	change	VERB
fbem-26827	32	6	the	the	DET
fbem-26827	32	7	traditional	traditional	ADJ
fbem-26827	32	8	production	production	NOUN
fbem-26827	32	9	mode	mode	NOUN
fbem-26827	32	10	,	,	PUNCT
fbem-26827	32	11	but	but	CCONJ
fbem-26827	32	12	also	also	ADV
fbem-26827	32	13	gives	give	VERB
fbem-26827	32	14	birth	birth	NOUN
fbem-26827	32	15	to	to	ADP
fbem-26827	32	16	new	new	ADJ
fbem-26827	32	17	business	business	NOUN
fbem-26827	32	18	models	model	NOUN
fbem-26827	32	19	and	and	CCONJ
fbem-26827	32	20	service	service	NOUN
fbem-26827	32	21	forms	form	NOUN
fbem-26827	32	22	.	.	PUNCT
fbem-26827	33	1	for	for	ADP
fbem-26827	33	2	example	example	NOUN
fbem-26827	33	3	,	,	PUNCT
fbem-26827	33	4	in	in	ADP
fbem-26827	33	5	the	the	DET
fbem-26827	33	6	manufacturing	manufacturing	NOUN
fbem-26827	33	7	industry	industry	NOUN
fbem-26827	33	8	,	,	PUNCT
fbem-26827	33	9	intelligent	intelligent	ADJ
fbem-26827	33	10	manufacturing	manufacturing	NOUN
fbem-26827	33	11	systems	system	NOUN
fbem-26827	33	12	integrate	integrate	VERB
fbem-26827	33	13	the	the	DET
fbem-26827	33	14	internet	internet	NOUN
fbem-26827	33	15	of	of	ADP
fbem-26827	33	16	things	thing	NOUN
fbem-26827	33	17	and	and	CCONJ
fbem-26827	33	18	artificial	artificial	ADJ
fbem-26827	33	19	intelligence	intelligence	NOUN
fbem-26827	33	20	to	to	PART
fbem-26827	33	21	create	create	VERB
fbem-26827	33	22	highly	highly	ADV
fbem-26827	33	23	automated	automate	VERB
fbem-26827	33	24	production	production	NOUN
fbem-26827	33	25	lines	line	NOUN
fbem-26827	33	26	,	,	PUNCT
fbem-26827	33	27	which	which	PRON
fbem-26827	33	28	not	not	PART
fbem-26827	33	29	only	only	ADV
fbem-26827	33	30	improve	improve	VERB
fbem-26827	33	31	production	production	NOUN
fbem-26827	33	32	speed	speed	NOUN
fbem-26827	33	33	but	but	CCONJ
fbem-26827	33	34	also	also	ADV
fbem-26827	33	35	reduce	reduce	VERB
fbem-26827	33	36	costs	cost	NOUN
fbem-26827	33	37	.	.	PUNCT
fbem-26827	34	1	in	in	ADP
fbem-26827	34	2	the	the	DET
fbem-26827	34	3	financial	financial	ADJ
fbem-26827	34	4	field	field	NOUN
fbem-26827	34	5	,	,	PUNCT
fbem-26827	34	6	intelligent	intelligent	ADJ
fbem-26827	34	7	solutions	solution	NOUN
fbem-26827	34	8	are	be	AUX
fbem-26827	34	9	applied	apply	VERB
fbem-26827	34	10	to	to	ADP
fbem-26827	34	11	multiple	multiple	ADJ
fbem-26827	34	12	aspects	aspect	NOUN
fbem-26827	34	13	such	such	ADJ
fbem-26827	34	14	as	as	ADP
fbem-26827	34	15	risk	risk	NOUN
fbem-26827	34	16	assessment	assessment	NOUN
fbem-26827	34	17	,	,	PUNCT
fbem-26827	34	18	automated	automate	VERB
fbem-26827	34	19	trading	trading	NOUN
fbem-26827	34	20	,	,	PUNCT
fbem-26827	34	21	and	and	CCONJ
fbem-26827	34	22	customer	customer	NOUN
fbem-26827	34	23	service	service	NOUN
fbem-26827	34	24	,	,	PUNCT
fbem-26827	34	25	greatly	greatly	ADV
fbem-26827	34	26	improving	improve	VERB
fbem-26827	34	27	the	the	DET
fbem-26827	34	28	efficiency	efficiency	NOUN
fbem-26827	34	29	and	and	CCONJ
fbem-26827	34	30	security	security	NOUN
fbem-26827	34	31	of	of	ADP
fbem-26827	34	32	financial	financial	ADJ
fbem-26827	34	33	services	service	NOUN
fbem-26827	34	34	.	.	PUNCT
fbem-26827	35	1	especially	especially	ADV
fbem-26827	35	2	through	through	ADP
fbem-26827	35	3	the	the	DET
fbem-26827	35	4	popularization	popularization	NOUN
fbem-26827	35	5	of	of	ADP
fbem-26827	35	6	financial	financial	ADJ
fbem-26827	35	7	technology	technology	NOUN
fbem-26827	35	8	,	,	PUNCT
fbem-26827	35	9	the	the	DET
fbem-26827	35	10	convenience	convenience	NOUN
fbem-26827	35	11	of	of	ADP
fbem-26827	35	12	the	the	DET
fbem-26827	35	13	global	global	ADJ
fbem-26827	35	14	payment	payment	NOUN
fbem-26827	35	15	system	system	NOUN
fbem-26827	35	16	has	have	AUX
fbem-26827	35	17	been	be	AUX
fbem-26827	35	18	greatly	greatly	ADV
fbem-26827	35	19	improved	improve	VERB
fbem-26827	35	20	,	,	PUNCT
fbem-26827	35	21	promoting	promote	VERB
fbem-26827	35	22	the	the	DET
fbem-26827	35	23	further	further	ADJ
fbem-26827	35	24	development	development	NOUN
fbem-26827	35	25	of	of	ADP
fbem-26827	35	26	ecommerce	ecommerce	NOUN
fbem-26827	35	27	and	and	CCONJ
fbem-26827	35	28	global	global	ADJ
fbem-26827	35	29	trade	trade	NOUN
fbem-26827	35	30	[	[	X
fbem-26827	35	31	7	7	NUM
fbem-26827	35	32	]	]	PUNCT
fbem-26827	35	33	.	.	PUNCT
fbem-26827	36	1	in	in	ADP
fbem-26827	36	2	addition	addition	NOUN
fbem-26827	36	3	,	,	PUNCT
fbem-26827	36	4	the	the	DET
fbem-26827	36	5	combination	combination	NOUN
fbem-26827	36	6	of	of	ADP
fbem-26827	36	7	digital	digital	ADJ
fbem-26827	36	8	technology	technology	NOUN
fbem-26827	36	9	and	and	CCONJ
fbem-26827	36	10	intelligence	intelligence	NOUN
fbem-26827	36	11	is	be	AUX
fbem-26827	36	12	also	also	ADV
fbem-26827	36	13	reflected	reflect	VERB
fbem-26827	36	14	in	in	ADP
fbem-26827	36	15	the	the	DET
fbem-26827	36	16	improvement	improvement	NOUN
fbem-26827	36	17	of	of	ADP
fbem-26827	36	18	consumer	consumer	NOUN
fbem-26827	36	19	experience	experience	NOUN
fbem-26827	36	20	.	.	PUNCT
fbem-26827	37	1	through	through	ADP
fbem-26827	37	2	intelligent	intelligent	ADJ
fbem-26827	37	3	recommendation	recommendation	NOUN
fbem-26827	37	4	algorithms	algorithm	NOUN
fbem-26827	37	5	,	,	PUNCT
fbem-26827	37	6	personalized	personalized	ADJ
fbem-26827	37	7	services	service	NOUN
fbem-26827	37	8	,	,	PUNCT
fbem-26827	37	9	and	and	CCONJ
fbem-26827	37	10	virtual	virtual	ADJ
fbem-26827	37	11	reality	reality	NOUN
fbem-26827	37	12	technologies	technology	NOUN
fbem-26827	37	13	,	,	PUNCT
fbem-26827	37	14	enterprises	enterprise	NOUN
fbem-26827	37	15	can	can	AUX
fbem-26827	37	16	better	well	ADV
fbem-26827	37	17	meet	meet	VERB
fbem-26827	37	18	the	the	DET
fbem-26827	37	19	needs	need	NOUN
fbem-26827	37	20	of	of	ADP
fbem-26827	37	21	consumers	consumer	NOUN
fbem-26827	37	22	,	,	PUNCT
fbem-26827	37	23	thereby	thereby	ADV
fbem-26827	37	24	improving	improve	VERB
fbem-26827	37	25	customer	customer	NOUN
fbem-26827	37	26	satisfaction	satisfaction	NOUN
fbem-26827	37	27	and	and	CCONJ
fbem-26827	37	28	promoting	promote	VERB
fbem-26827	37	29	consumption	consumption	NOUN
fbem-26827	37	30	.	.	PUNCT
fbem-26827	38	1	for	for	ADP
fbem-26827	38	2	example	example	NOUN
fbem-26827	38	3	,	,	PUNCT
fbem-26827	38	4	the	the	DET
fbem-26827	38	5	retail	retail	ADJ
fbem-26827	38	6	industry	industry	NOUN
fbem-26827	38	7	utilizes	utilize	VERB
fbem-26827	38	8	big	big	ADJ
fbem-26827	38	9	data	datum	NOUN
fbem-26827	38	10	and	and	CCONJ
fbem-26827	38	11	artificial	artificial	ADJ
fbem-26827	38	12	intelligence	intelligence	NOUN
fbem-26827	38	13	to	to	PART
fbem-26827	38	14	provide	provide	VERB
fbem-26827	38	15	personalized	personalized	ADJ
fbem-26827	38	16	shopping	shopping	NOUN
fbem-26827	38	17	recommendations	recommendation	NOUN
fbem-26827	38	18	to	to	ADP
fbem-26827	38	19	consumers	consumer	NOUN
fbem-26827	38	20	,	,	PUNCT
fbem-26827	38	21	enabling	enable	VERB
fbem-26827	38	22	them	they	PRON
fbem-26827	38	23	to	to	PART
fbem-26827	38	24	find	find	VERB
fbem-26827	38	25	products	product	NOUN
fbem-26827	38	26	that	that	PRON
fbem-26827	38	27	meet	meet	VERB
fbem-26827	38	28	their	their	PRON
fbem-26827	38	29	needs	need	NOUN
fbem-26827	38	30	more	more	ADV
fbem-26827	38	31	accurately	accurately	ADV
fbem-26827	38	32	.	.	PUNCT
fbem-26827	39	1	this	this	PRON
fbem-26827	39	2	not	not	PART
fbem-26827	39	3	only	only	ADV
fbem-26827	39	4	improves	improve	VERB
fbem-26827	39	5	the	the	DET
fbem-26827	39	6	user	user	NOUN
fbem-26827	39	7	experience	experience	NOUN
fbem-26827	39	8	,	,	PUNCT
fbem-26827	39	9	but	but	CCONJ
fbem-26827	39	10	also	also	ADV
fbem-26827	39	11	increases	increase	VERB
fbem-26827	39	12	sales	sale	NOUN
fbem-26827	39	13	and	and	CCONJ
fbem-26827	39	14	customer	customer	NOUN
fbem-26827	39	15	loyalty	loyalty	NOUN
fbem-26827	39	16	.	.	PUNCT
fbem-26827	40	1	however	however	ADV
fbem-26827	40	2	,	,	PUNCT
fbem-26827	40	3	the	the	DET
fbem-26827	40	4	integration	integration	NOUN
fbem-26827	40	5	of	of	ADP
fbem-26827	40	6	digital	digital	ADJ
fbem-26827	40	7	technology	technology	NOUN
fbem-26827	40	8	and	and	CCONJ
fbem-26827	40	9	intelligence	intelligence	NOUN
fbem-26827	40	10	has	have	AUX
fbem-26827	40	11	also	also	ADV
fbem-26827	40	12	brought	bring	VERB
fbem-26827	40	13	challenges	challenge	NOUN
fbem-26827	40	14	.	.	PUNCT
fbem-26827	41	1	with	with	ADP
fbem-26827	41	2	the	the	DET
fbem-26827	41	3	widespread	widespread	ADJ
fbem-26827	41	4	application	application	NOUN
fbem-26827	41	5	of	of	ADP
fbem-26827	41	6	these	these	DET
fbem-26827	41	7	technologies	technology	NOUN
fbem-26827	41	8	,	,	PUNCT
fbem-26827	41	9	data	datum	NOUN
fbem-26827	41	10	privacy	privacy	NOUN
fbem-26827	41	11	and	and	CCONJ
fbem-26827	41	12	security	security	NOUN
fbem-26827	41	13	issues	issue	NOUN
fbem-26827	41	14	are	be	AUX
fbem-26827	41	15	becoming	become	VERB
fbem-26827	41	16	increasingly	increasingly	ADV
fbem-26827	41	17	prominent	prominent	ADJ
fbem-26827	41	18	.	.	PUNCT
fbem-26827	42	1	enterprises	enterprise	NOUN
fbem-26827	42	2	and	and	CCONJ
fbem-26827	42	3	governments	government	NOUN
fbem-26827	42	4	need	need	VERB
fbem-26827	42	5	to	to	PART
fbem-26827	42	6	strengthen	strengthen	VERB
fbem-26827	42	7	their	their	PRON
fbem-26827	42	8	supervision	supervision	NOUN
fbem-26827	42	9	and	and	CCONJ
fbem-26827	42	10	protection	protection	NOUN
fbem-26827	42	11	of	of	ADP
fbem-26827	42	12	data	datum	NOUN
fbem-26827	42	13	to	to	PART
fbem-26827	42	14	ensure	ensure	VERB
fbem-26827	42	15	the	the	DET
fbem-26827	42	16	security	security	NOUN
fbem-26827	42	17	and	and	CCONJ
fbem-26827	42	18	compliance	compliance	NOUN
fbem-26827	42	19	of	of	ADP
fbem-26827	42	20	technology	technology	NOUN
fbem-26827	42	21	applications	application	NOUN
fbem-26827	42	22	.	.	PUNCT
fbem-26827	43	1	at	at	ADP
fbem-26827	43	2	the	the	DET
fbem-26827	43	3	same	same	ADJ
fbem-26827	43	4	time	time	NOUN
fbem-26827	43	5	,	,	PUNCT
fbem-26827	43	6	due	due	ADP
fbem-26827	43	7	to	to	ADP
fbem-26827	43	8	the	the	DET
fbem-26827	43	9	popularization	popularization	NOUN
fbem-26827	43	10	of	of	ADP
fbem-26827	43	11	intelligent	intelligent	ADJ
fbem-26827	43	12	solutions	solution	NOUN
fbem-26827	43	13	,	,	PUNCT
fbem-26827	43	14	the	the	DET
fbem-26827	43	15	employment	employment	NOUN
fbem-26827	43	16	space	space	NOUN
fbem-26827	43	17	for	for	ADP
fbem-26827	43	18	low	low	ADJ
fbem-26827	43	19	skilled	skilled	ADJ
fbem-26827	43	20	labor	labor	NOUN
fbem-26827	43	21	is	be	AUX
fbem-26827	43	22	gradually	gradually	ADV
fbem-26827	43	23	shrinking	shrink	VERB
fbem-26827	43	24	.	.	PUNCT
fbem-26827	44	1	society	society	NOUN
fbem-26827	44	2	needs	need	VERB
fbem-26827	44	3	to	to	PART
fbem-26827	44	4	make	make	VERB
fbem-26827	44	5	adaptive	adaptive	ADJ
fbem-26827	44	6	adjustments	adjustment	NOUN
fbem-26827	44	7	to	to	ADP
fbem-26827	44	8	the	the	DET
fbem-26827	44	9	labor	labor	NOUN
fbem-26827	44	10	market	market	NOUN
fbem-26827	44	11	and	and	CCONJ
fbem-26827	44	12	provide	provide	VERB
fbem-26827	44	13	more	more	ADJ
fbem-26827	44	14	opportunities	opportunity	NOUN
fbem-26827	44	15	for	for	ADP
fbem-26827	44	16	skills	skill	NOUN
fbem-26827	44	17	training	training	NOUN
fbem-26827	44	18	and	and	CCONJ
fbem-26827	44	19	reeducation	reeducation	NOUN
fbem-26827	44	20	.	.	PUNCT
fbem-26827	45	1	overall	overall	ADV
fbem-26827	45	2	,	,	PUNCT
fbem-26827	45	3	the	the	DET
fbem-26827	45	4	deep	deep	ADJ
fbem-26827	45	5	integration	integration	NOUN
fbem-26827	45	6	of	of	ADP
fbem-26827	45	7	digital	digital	ADJ
fbem-26827	45	8	technology	technology	NOUN
fbem-26827	45	9	and	and	CCONJ
fbem-26827	45	10	intelligent	intelligent	ADJ
fbem-26827	45	11	solutions	solution	NOUN
fbem-26827	45	12	is	be	AUX
fbem-26827	45	13	driving	drive	VERB
fbem-26827	45	14	the	the	DET
fbem-26827	45	15	development	development	NOUN
fbem-26827	45	16	and	and	CCONJ
fbem-26827	45	17	innovation	innovation	NOUN
fbem-26827	45	18	of	of	ADP
fbem-26827	45	19	the	the	DET
fbem-26827	45	20	global	global	ADJ
fbem-26827	45	21	economy	economy	NOUN
fbem-26827	45	22	at	at	ADP
fbem-26827	45	23	an	an	DET
fbem-26827	45	24	astonishing	astonishing	ADJ
fbem-26827	45	25	speed	speed	NOUN
fbem-26827	45	26	.	.	PUNCT
fbem-26827	46	1	this	this	PRON
fbem-26827	46	2	not	not	PART
fbem-26827	46	3	only	only	ADV
fbem-26827	46	4	brings	bring	VERB
fbem-26827	46	5	efficiency	efficiency	NOUN
fbem-26827	46	6	improvement	improvement	NOUN
fbem-26827	46	7	and	and	CCONJ
fbem-26827	46	8	cost	cost	NOUN
fbem-26827	46	9	reduction	reduction	NOUN
fbem-26827	46	10	to	to	ADP
fbem-26827	46	11	enterprises	enterprise	NOUN
fbem-26827	46	12	,	,	PUNCT
fbem-26827	46	13	but	but	CCONJ
fbem-26827	46	14	also	also	ADV
fbem-26827	46	15	provides	provide	VERB
fbem-26827	46	16	consumers	consumer	NOUN
fbem-26827	46	17	with	with	ADP
fbem-26827	46	18	a	a	DET
fbem-26827	46	19	more	more	ADV
fbem-26827	46	20	personalized	personalized	ADJ
fbem-26827	46	21	and	and	CCONJ
fbem-26827	46	22	convenient	convenient	ADJ
fbem-26827	46	23	service	service	NOUN
fbem-26827	46	24	experience	experience	NOUN
fbem-26827	46	25	.	.	PUNCT
fbem-26827	47	1	however	however	ADV
fbem-26827	47	2	,	,	PUNCT
fbem-26827	47	3	this	this	DET
fbem-26827	47	4	trend	trend	NOUN
fbem-26827	47	5	is	be	AUX
fbem-26827	47	6	accompanied	accompany	VERB
fbem-26827	47	7	by	by	ADP
fbem-26827	47	8	new	new	ADJ
fbem-26827	47	9	risks	risk	NOUN
fbem-26827	47	10	and	and	CCONJ
fbem-26827	47	11	challenges	challenge	NOUN
fbem-26827	47	12	,	,	PUNCT
fbem-26827	47	13	and	and	CCONJ
fbem-26827	47	14	how	how	SCONJ
fbem-26827	47	15	to	to	PART
fbem-26827	47	16	ensure	ensure	VERB
fbem-26827	47	17	sustainable	sustainable	ADJ
fbem-26827	47	18	development	development	NOUN
fbem-26827	47	19	and	and	CCONJ
fbem-26827	47	20	fairness	fairness	NOUN
fbem-26827	47	21	of	of	ADP
fbem-26827	47	22	society	society	NOUN
fbem-26827	47	23	while	while	SCONJ
fbem-26827	47	24	advancing	advance	VERB
fbem-26827	47	25	technology	technology	NOUN
fbem-26827	47	26	will	will	AUX
fbem-26827	47	27	become	become	VERB
fbem-26827	47	28	an	an	DET
fbem-26827	47	29	important	important	ADJ
fbem-26827	47	30	issue	issue	NOUN
fbem-26827	47	31	in	in	ADP
fbem-26827	47	32	the	the	DET
fbem-26827	47	33	future	future	NOUN
fbem-26827	47	34	.	.	PUNCT
fbem-26827	48	1	3	3	X
fbem-26827	48	2	.	.	X
fbem-26827	48	3	the	the	DET
fbem-26827	48	4	characteristics	characteristic	NOUN
fbem-26827	48	5	and	and	CCONJ
fbem-26827	48	6	limitations	limitation	NOUN
fbem-26827	48	7	of	of	ADP
fbem-26827	48	8	traditional	traditional	ADJ
fbem-26827	48	9	procurement	procurement	NOUN
fbem-26827	48	10	management	management	NOUN
fbem-26827	48	11	models	model	NOUN
fbem-26827	48	12	the	the	DET
fbem-26827	48	13	traditional	traditional	ADJ
fbem-26827	48	14	procurement	procurement	NOUN
fbem-26827	48	15	management	management	NOUN
fbem-26827	48	16	model	model	NOUN
fbem-26827	48	17	is	be	AUX
fbem-26827	48	18	characterized	characterize	VERB
fbem-26827	48	19	by	by	ADP
fbem-26827	48	20	centralization	centralization	NOUN
fbem-26827	48	21	,	,	PUNCT
fbem-26827	48	22	complex	complex	ADJ
fbem-26827	48	23	processes	process	NOUN
fbem-26827	48	24	,	,	PUNCT
fbem-26827	48	25	and	and	CCONJ
fbem-26827	48	26	lagging	lag	VERB
fbem-26827	48	27	information	information	NOUN
fbem-26827	48	28	transmission	transmission	NOUN
fbem-26827	48	29	.	.	PUNCT
fbem-26827	49	1	procurement	procurement	NOUN
fbem-26827	49	2	usually	usually	ADV
fbem-26827	49	3	relies	rely	VERB
fbem-26827	49	4	on	on	ADP
fbem-26827	49	5	offline	offline	ADJ
fbem-26827	49	6	operations	operation	NOUN
fbem-26827	49	7	,	,	PUNCT
fbem-26827	49	8	and	and	CCONJ
fbem-26827	49	9	supplier	supplier	NOUN
fbem-26827	49	10	selection	selection	NOUN
fbem-26827	49	11	is	be	AUX
fbem-26827	49	12	often	often	ADV
fbem-26827	49	13	based	base	VERB
fbem-26827	49	14	on	on	ADP
fbem-26827	49	15	long	long	ADJ
fbem-26827	49	16	-	-	PUNCT
fbem-26827	49	17	term	term	NOUN
fbem-26827	49	18	cooperative	cooperative	ADJ
fbem-26827	49	19	relationships	relationship	NOUN
fbem-26827	49	20	,	,	PUNCT
fbem-26827	49	21	lacking	lack	VERB
fbem-26827	49	22	the	the	DET
fbem-26827	49	23	ability	ability	NOUN
fbem-26827	49	24	to	to	PART
fbem-26827	49	25	flexibly	flexibly	ADV
fbem-26827	49	26	respond	respond	VERB
fbem-26827	49	27	to	to	ADP
fbem-26827	49	28	the	the	DET
fbem-26827	49	29	market	market	NOUN
fbem-26827	49	30	.	.	PUNCT
fbem-26827	50	1	in	in	ADP
fbem-26827	50	2	this	this	DET
fbem-26827	50	3	mode	mode	NOUN
fbem-26827	50	4	,	,	PUNCT
fbem-26827	50	5	the	the	DET
fbem-26827	50	6	procurement	procurement	NOUN
fbem-26827	50	7	process	process	NOUN
fbem-26827	50	8	is	be	AUX
fbem-26827	50	9	generally	generally	ADV
fbem-26827	50	10	a	a	DET
fbem-26827	50	11	top	top	ADJ
fbem-26827	50	12	-	-	PUNCT
fbem-26827	50	13	down	down	ADP
fbem-26827	50	14	decision	decision	NOUN
fbem-26827	50	15	-	-	PUNCT
fbem-26827	50	16	making	make	VERB
fbem-26827	50	17	chain	chain	NOUN
fbem-26827	50	18	,	,	PUNCT
fbem-26827	50	19	involving	involve	VERB
fbem-26827	50	20	multiple	multiple	ADJ
fbem-26827	50	21	approval	approval	NOUN
fbem-26827	50	22	stages	stage	NOUN
fbem-26827	50	23	and	and	CCONJ
fbem-26827	50	24	low	low	ADJ
fbem-26827	50	25	efficiency	efficiency	NOUN
fbem-26827	50	26	.	.	PUNCT
fbem-26827	51	1	meanwhile	meanwhile	ADV
fbem-26827	51	2	,	,	PUNCT
fbem-26827	51	3	the	the	DET
fbem-26827	51	4	demand	demand	NOUN
fbem-26827	51	5	forecasting	forecasting	NOUN
fbem-26827	51	6	for	for	ADP
fbem-26827	51	7	procurement	procurement	NOUN
fbem-26827	51	8	relies	relie	NOUN
fbem-26827	51	9	on	on	ADP
fbem-26827	51	10	historical	historical	ADJ
fbem-26827	51	11	data	datum	NOUN
fbem-26827	51	12	and	and	CCONJ
fbem-26827	51	13	experience	experience	NOUN
fbem-26827	51	14	,	,	PUNCT
fbem-26827	51	15	which	which	PRON
fbem-26827	51	16	can	can	AUX
fbem-26827	51	17	not	not	PART
fbem-26827	51	18	reflect	reflect	VERB
fbem-26827	51	19	market	market	NOUN
fbem-26827	51	20	fluctuations	fluctuation	NOUN
fbem-26827	51	21	in	in	ADP
fbem-26827	51	22	real	real	ADJ
fbem-26827	51	23	time	time	NOUN
fbem-26827	51	24	,	,	PUNCT
fbem-26827	51	25	resulting	result	VERB
fbem-26827	51	26	in	in	ADP
fbem-26827	51	27	inaccurate	inaccurate	ADJ
fbem-26827	51	28	procurement	procurement	NOUN
fbem-26827	51	29	plans	plan	NOUN
fbem-26827	51	30	[	[	X
fbem-26827	51	31	8	8	NUM
fbem-26827	51	32	]	]	PUNCT
fbem-26827	51	33	.	.	PUNCT
fbem-26827	52	1	due	due	ADP
fbem-26827	52	2	to	to	ADP
fbem-26827	52	3	insufficient	insufficient	ADJ
fbem-26827	52	4	information	information	NOUN
fbem-26827	52	5	exchange	exchange	NOUN
fbem-26827	52	6	between	between	ADP
fbem-26827	52	7	the	the	DET
fbem-26827	52	8	procurement	procurement	NOUN
fbem-26827	52	9	management	management	PROPN
fbem-26827	52	10	department	department	PROPN
fbem-26827	52	11	and	and	CCONJ
fbem-26827	52	12	other	other	ADJ
fbem-26827	52	13	links	link	NOUN
fbem-26827	52	14	in	in	ADP
fbem-26827	52	15	the	the	DET
fbem-26827	52	16	supply	supply	NOUN
fbem-26827	52	17	chain	chain	NOUN
fbem-26827	52	18	,	,	PUNCT
fbem-26827	52	19	the	the	DET
fbem-26827	52	20	overall	overall	ADJ
fbem-26827	52	21	response	response	NOUN
fbem-26827	52	22	speed	speed	NOUN
fbem-26827	52	23	of	of	ADP
fbem-26827	52	24	the	the	DET
fbem-26827	52	25	supply	supply	NOUN
fbem-26827	52	26	chain	chain	NOUN
fbem-26827	52	27	often	often	ADV
fbem-26827	52	28	lags	lag	VERB
fbem-26827	52	29	behind	behind	ADV
fbem-26827	52	30	.	.	PUNCT
fbem-26827	53	1	in	in	ADP
fbem-26827	53	2	addition	addition	NOUN
fbem-26827	53	3	,	,	PUNCT
fbem-26827	53	4	traditional	traditional	ADJ
fbem-26827	53	5	procurement	procurement	NOUN
fbem-26827	53	6	models	model	NOUN
fbem-26827	53	7	also	also	ADV
fbem-26827	53	8	have	have	VERB
fbem-26827	53	9	limitations	limitation	NOUN
fbem-26827	53	10	in	in	ADP
fbem-26827	53	11	supplier	supplier	NOUN
fbem-26827	53	12	management	management	NOUN
fbem-26827	53	13	.	.	PUNCT
fbem-26827	54	1	the	the	DET
fbem-26827	54	2	communication	communication	NOUN
fbem-26827	54	3	and	and	CCONJ
fbem-26827	54	4	information	information	NOUN
fbem-26827	54	5	exchange	exchange	NOUN
fbem-26827	54	6	between	between	ADP
fbem-26827	54	7	the	the	DET
fbem-26827	54	8	purchaser	purchaser	NOUN
fbem-26827	54	9	and	and	CCONJ
fbem-26827	54	10	the	the	DET
fbem-26827	54	11	supplier	supplier	NOUN
fbem-26827	54	12	rely	rely	VERB
fbem-26827	54	13	on	on	ADP
fbem-26827	54	14	manual	manual	ADJ
fbem-26827	54	15	and	and	CCONJ
fbem-26827	54	16	paper	paper	NOUN
fbem-26827	54	17	documents	document	NOUN
fbem-26827	54	18	,	,	PUNCT
fbem-26827	54	19	which	which	PRON
fbem-26827	54	20	are	be	AUX
fbem-26827	54	21	inefficient	inefficient	ADJ
fbem-26827	54	22	and	and	CCONJ
fbem-26827	54	23	prone	prone	ADJ
fbem-26827	54	24	to	to	ADP
fbem-26827	54	25	errors	error	NOUN
fbem-26827	54	26	.	.	PUNCT
fbem-26827	55	1	the	the	DET
fbem-26827	55	2	decision	decision	NOUN
fbem-26827	55	3	-	-	PUNCT
fbem-26827	55	4	making	make	VERB
fbem-26827	55	5	process	process	NOUN
fbem-26827	55	6	lacks	lack	VERB
fbem-26827	55	7	data	data	NOUN
fbem-26827	55	8	support	support	NOUN
fbem-26827	55	9	,	,	PUNCT
fbem-26827	55	10	making	make	VERB
fbem-26827	55	11	it	it	PRON
fbem-26827	55	12	difficult	difficult	ADJ
fbem-26827	55	13	for	for	SCONJ
fbem-26827	55	14	procurement	procurement	NOUN
fbem-26827	55	15	personnel	personnel	NOUN
fbem-26827	55	16	to	to	PART
fbem-26827	55	17	quickly	quickly	ADV
fbem-26827	55	18	obtain	obtain	VERB
fbem-26827	55	19	the	the	DET
fbem-26827	55	20	latest	late	ADJ
fbem-26827	55	21	quotes	quote	NOUN
fbem-26827	55	22	or	or	CCONJ
fbem-26827	55	23	supply	supply	NOUN
fbem-26827	55	24	and	and	CCONJ
fbem-26827	55	25	demand	demand	NOUN
fbem-26827	55	26	information	information	NOUN
fbem-26827	55	27	in	in	ADP
fbem-26827	55	28	the	the	DET
fbem-26827	55	29	market	market	NOUN
fbem-26827	55	30	,	,	PUNCT
fbem-26827	55	31	which	which	PRON
fbem-26827	55	32	increases	increase	VERB
fbem-26827	55	33	procurement	procurement	NOUN
fbem-26827	55	34	costs	cost	NOUN
fbem-26827	55	35	and	and	CCONJ
fbem-26827	55	36	uncertainty	uncertainty	NOUN
fbem-26827	55	37	.	.	PUNCT
fbem-26827	56	1	at	at	ADP
fbem-26827	56	2	the	the	DET
fbem-26827	56	3	same	same	ADJ
fbem-26827	56	4	time	time	NOUN
fbem-26827	56	5	,	,	PUNCT
fbem-26827	56	6	there	there	PRON
fbem-26827	56	7	is	be	VERB
fbem-26827	56	8	a	a	DET
fbem-26827	56	9	lot	lot	NOUN
fbem-26827	56	10	of	of	ADP
fbem-26827	56	11	manual	manual	ADJ
fbem-26827	56	12	intervention	intervention	NOUN
fbem-26827	56	13	in	in	ADP
fbem-26827	56	14	the	the	DET
fbem-26827	56	15	procurement	procurement	NOUN
fbem-26827	56	16	process	process	NOUN
fbem-26827	56	17	,	,	PUNCT
fbem-26827	56	18	resulting	result	VERB
fbem-26827	56	19	in	in	ADP
fbem-26827	56	20	low	low	ADJ
fbem-26827	56	21	transparency	transparency	NOUN
fbem-26827	56	22	and	and	CCONJ
fbem-26827	56	23	controllability	controllability	NOUN
fbem-26827	56	24	,	,	PUNCT
fbem-26827	56	25	which	which	PRON
fbem-26827	56	26	can	can	AUX
fbem-26827	56	27	easily	easily	ADV
fbem-26827	56	28	lead	lead	VERB
fbem-26827	56	29	to	to	ADP
fbem-26827	56	30	procurement	procurement	NOUN
fbem-26827	56	31	risks	risk	NOUN
fbem-26827	56	32	.	.	PUNCT
fbem-26827	57	1	therefore	therefore	ADV
fbem-26827	57	2	,	,	PUNCT
fbem-26827	57	3	the	the	DET
fbem-26827	57	4	traditional	traditional	ADJ
fbem-26827	57	5	procurement	procurement	NOUN
fbem-26827	57	6	management	management	NOUN
fbem-26827	57	7	model	model	NOUN
fbem-26827	57	8	has	have	AUX
fbem-26827	57	9	shown	show	VERB
fbem-26827	57	10	obvious	obvious	ADJ
fbem-26827	57	11	limitations	limitation	NOUN
fbem-26827	57	12	in	in	ADP
fbem-26827	57	13	responding	respond	VERB
fbem-26827	57	14	to	to	ADP
fbem-26827	57	15	rapidly	rapidly	ADV
fbem-26827	57	16	changing	change	VERB
fbem-26827	57	17	market	market	NOUN
fbem-26827	57	18	demands	demand	NOUN
fbem-26827	57	19	,	,	PUNCT
fbem-26827	57	20	improving	improve	VERB
fbem-26827	57	21	procurement	procurement	NOUN
fbem-26827	57	22	efficiency	efficiency	NOUN
fbem-26827	57	23	,	,	PUNCT
fbem-26827	57	24	and	and	CCONJ
fbem-26827	57	25	reducing	reduce	VERB
fbem-26827	57	26	costs	cost	NOUN
fbem-26827	57	27	,	,	PUNCT
fbem-26827	57	28	especially	especially	ADV
fbem-26827	57	29	in	in	ADP
fbem-26827	57	30	today	today	NOUN
fbem-26827	57	31	's	's	PART
fbem-26827	57	32	increasingly	increasingly	ADV
fbem-26827	57	33	globalized	globalize	VERB
fbem-26827	57	34	competition	competition	NOUN
fbem-26827	57	35	and	and	CCONJ
fbem-26827	57	36	supply	supply	NOUN
fbem-26827	57	37	chain	chain	NOUN
fbem-26827	57	38	complexity	complexity	NOUN
fbem-26827	57	39	.	.	PUNCT
fbem-26827	58	1	the	the	DET
fbem-26827	58	2	traditional	traditional	ADJ
fbem-26827	58	3	model	model	NOUN
fbem-26827	58	4	can	can	AUX
fbem-26827	58	5	no	no	ADV
fbem-26827	58	6	longer	long	ADV
fbem-26827	58	7	meet	meet	VERB
fbem-26827	58	8	the	the	DET
fbem-26827	58	9	needs	need	NOUN
fbem-26827	58	10	of	of	ADP
fbem-26827	58	11	modern	modern	ADJ
fbem-26827	58	12	enterprises	enterprise	NOUN
fbem-26827	58	13	for	for	ADP
fbem-26827	58	14	efficient	efficient	ADJ
fbem-26827	58	15	,	,	PUNCT
fbem-26827	58	16	transparent	transparent	ADJ
fbem-26827	58	17	,	,	PUNCT
fbem-26827	58	18	and	and	CCONJ
fbem-26827	58	19	flexible	flexible	ADJ
fbem-26827	58	20	procurement	procurement	NOUN
fbem-26827	58	21	.	.	PUNCT
fbem-26827	59	1	4	4	X
fbem-26827	59	2	.	.	X
fbem-26827	59	3	the	the	DET
fbem-26827	59	4	specific	specific	ADJ
fbem-26827	59	5	application	application	NOUN
fbem-26827	59	6	of	of	ADP
fbem-26827	59	7	digitization	digitization	NOUN
fbem-26827	59	8	in	in	ADP
fbem-26827	59	9	procurement	procurement	NOUN
fbem-26827	59	10	management	management	NOUN
fbem-26827	59	11	4.1	4.1	NUM
fbem-26827	59	12	.	.	PUNCT
fbem-26827	60	1	demand	demand	NOUN
fbem-26827	60	2	forecasting	forecast	VERB
fbem-26827	60	3	through	through	ADP
fbem-26827	60	4	the	the	DET
fbem-26827	60	5	application	application	NOUN
fbem-26827	60	6	of	of	ADP
fbem-26827	60	7	big	big	ADJ
fbem-26827	60	8	data	datum	NOUN
fbem-26827	60	9	analysis	analysis	NOUN
fbem-26827	60	10	and	and	CCONJ
fbem-26827	60	11	artificial	artificial	ADJ
fbem-26827	60	12	intelligence	intelligence	NOUN
fbem-26827	60	13	,	,	PUNCT
fbem-26827	60	14	digital	digital	ADJ
fbem-26827	60	15	technology	technology	NOUN
fbem-26827	60	16	has	have	AUX
fbem-26827	60	17	significantly	significantly	ADV
fbem-26827	60	18	improved	improve	VERB
fbem-26827	60	19	the	the	DET
fbem-26827	60	20	accuracy	accuracy	NOUN
fbem-26827	60	21	of	of	ADP
fbem-26827	60	22	procurement	procurement	NOUN
fbem-26827	60	23	demand	demand	NOUN
fbem-26827	60	24	forecasting	forecasting	NOUN
fbem-26827	60	25	.	.	PUNCT
fbem-26827	61	1	traditional	traditional	ADJ
fbem-26827	61	2	demand	demand	NOUN
fbem-26827	61	3	forecasting	forecasting	NOUN
fbem-26827	61	4	mainly	mainly	ADV
fbem-26827	61	5	relies	rely	VERB
fbem-26827	61	6	on	on	ADP
fbem-26827	61	7	historical	historical	ADJ
fbem-26827	61	8	data	datum	NOUN
fbem-26827	61	9	and	and	CCONJ
fbem-26827	61	10	experience	experience	NOUN
fbem-26827	61	11	,	,	PUNCT
fbem-26827	61	12	which	which	PRON
fbem-26827	61	13	often	often	ADV
fbem-26827	61	14	makes	make	VERB
fbem-26827	61	15	it	it	PRON
fbem-26827	61	16	difficult	difficult	ADJ
fbem-26827	61	17	to	to	PART
fbem-26827	61	18	cope	cope	VERB
fbem-26827	61	19	with	with	ADP
fbem-26827	61	20	the	the	DET
fbem-26827	61	21	dynamic	dynamic	ADJ
fbem-26827	61	22	changes	change	NOUN
fbem-26827	61	23	in	in	ADP
fbem-26827	61	24	the	the	DET
fbem-26827	61	25	market	market	NOUN
fbem-26827	61	26	.	.	PUNCT
fbem-26827	62	1	and	and	CCONJ
fbem-26827	62	2	digital	digital	ADJ
fbem-26827	62	3	systems	system	NOUN
fbem-26827	62	4	can	can	AUX
fbem-26827	62	5	integrate	integrate	VERB
fbem-26827	62	6	multi	multi	ADJ
fbem-26827	62	7	-	-	ADJ
fbem-26827	62	8	source	source	NOUN
fbem-26827	62	9	data	datum	NOUN
fbem-26827	62	10	from	from	ADP
fbem-26827	62	11	both	both	CCONJ
fbem-26827	62	12	internal	internal	ADJ
fbem-26827	62	13	and	and	CCONJ
fbem-26827	62	14	external	external	ADJ
fbem-26827	62	15	sources	source	NOUN
fbem-26827	62	16	of	of	ADP
fbem-26827	62	17	the	the	DET
fbem-26827	62	18	enterprise	enterprise	NOUN
fbem-26827	62	19	,	,	PUNCT
fbem-26827	62	20	including	include	VERB
fbem-26827	62	21	sales	sale	NOUN
fbem-26827	62	22	data	datum	NOUN
fbem-26827	62	23	,	,	PUNCT
fbem-26827	62	24	market	market	NOUN
fbem-26827	62	25	trends	trend	NOUN
fbem-26827	62	26	,	,	PUNCT
fbem-26827	62	27	seasonal	seasonal	ADJ
fbem-26827	62	28	fluctuations	fluctuation	NOUN
fbem-26827	62	29	,	,	PUNCT
fbem-26827	62	30	etc	etc	X
fbem-26827	62	31	.	.	X
fbem-26827	62	32	,	,	PUNCT
fbem-26827	62	33	for	for	ADP
fbem-26827	62	34	real	real	ADJ
fbem-26827	62	35	-	-	PUNCT
fbem-26827	62	36	time	time	NOUN
fbem-26827	62	37	analysis	analysis	NOUN
fbem-26827	62	38	and	and	CCONJ
fbem-26827	62	39	prediction	prediction	NOUN
fbem-26827	62	40	.	.	PUNCT
fbem-26827	63	1	this	this	PRON
fbem-26827	63	2	not	not	PART
fbem-26827	63	3	only	only	ADV
fbem-26827	63	4	helps	help	VERB
fbem-26827	63	5	companies	company	NOUN
fbem-26827	63	6	to	to	PART
fbem-26827	63	7	make	make	VERB
fbem-26827	63	8	timely	timely	ADJ
fbem-26827	63	9	purchases	purchase	NOUN
fbem-26827	63	10	during	during	ADP
fbem-26827	63	11	peak	peak	NOUN
fbem-26827	63	12	demand	demand	NOUN
fbem-26827	63	13	periods	period	NOUN
fbem-26827	63	14	,	,	PUNCT
fbem-26827	63	15	but	but	CCONJ
fbem-26827	63	16	also	also	ADV
fbem-26827	63	17	effectively	effectively	ADV
fbem-26827	63	18	avoids	avoid	VERB
fbem-26827	63	19	inventory	inventory	NOUN
fbem-26827	63	20	backlog	backlog	NOUN
fbem-26827	63	21	or	or	CCONJ
fbem-26827	63	22	shortages	shortage	NOUN
fbem-26827	63	23	caused	cause	VERB
fbem-26827	63	24	by	by	ADP
fbem-26827	63	25	inaccurate	inaccurate	ADJ
fbem-26827	63	26	forecasts	forecast	NOUN
fbem-26827	63	27	.	.	PUNCT
fbem-26827	64	1	through	through	ADP
fbem-26827	64	2	machine	machine	NOUN
fbem-26827	64	3	learning	learning	NOUN
fbem-26827	64	4	algorithms	algorithm	NOUN
fbem-26827	64	5	,	,	PUNCT
fbem-26827	64	6	the	the	DET
fbem-26827	64	7	system	system	NOUN
fbem-26827	64	8	can	can	AUX
fbem-26827	64	9	continuously	continuously	ADV
fbem-26827	64	10	adjust	adjust	VERB
fbem-26827	64	11	the	the	DET
fbem-26827	64	12	prediction	prediction	NOUN
fbem-26827	64	13	model	model	NOUN
fbem-26827	64	14	to	to	PART
fbem-26827	64	15	improve	improve	VERB
fbem-26827	64	16	the	the	DET
fbem-26827	64	17	accuracy	accuracy	NOUN
fbem-26827	64	18	of	of	ADP
fbem-26827	64	19	predictions	prediction	NOUN
fbem-26827	64	20	.	.	PUNCT
fbem-26827	65	1	in	in	ADP
fbem-26827	65	2	this	this	DET
fbem-26827	65	3	way	way	NOUN
fbem-26827	65	4	,	,	PUNCT
fbem-26827	65	5	enterprises	enterprise	NOUN
fbem-26827	65	6	can	can	AUX
fbem-26827	65	7	adjust	adjust	VERB
fbem-26827	65	8	their	their	PRON
fbem-26827	65	9	procurement	procurement	NOUN
fbem-26827	65	10	plans	plan	NOUN
fbem-26827	65	11	more	more	ADV
fbem-26827	65	12	flexibly	flexibly	ADV
fbem-26827	65	13	in	in	ADP
fbem-26827	65	14	the	the	DET
fbem-26827	65	15	rapidly	rapidly	ADV
fbem-26827	65	16	changing	change	VERB
fbem-26827	65	17	market	market	NOUN
fbem-26827	65	18	environment	environment	NOUN
fbem-26827	65	19	,	,	PUNCT
fbem-26827	65	20	thereby	thereby	ADV
fbem-26827	65	21	optimizing	optimize	VERB
fbem-26827	65	22	the	the	DET
fbem-26827	65	23	efficiency	efficiency	NOUN
fbem-26827	65	24	of	of	ADP
fbem-26827	65	25	the	the	DET
fbem-26827	65	26	supply	supply	NOUN
fbem-26827	65	27	chain	chain	NOUN
fbem-26827	65	28	and	and	CCONJ
fbem-26827	65	29	reducing	reduce	VERB
fbem-26827	65	30	unnecessary	unnecessary	ADJ
fbem-26827	65	31	procurement	procurement	NOUN
fbem-26827	65	32	expenses	expense	NOUN
fbem-26827	65	33	.	.	PUNCT
fbem-26827	66	1	4.2	4.2	NUM
fbem-26827	66	2	.	.	PUNCT
fbem-26827	66	3	supplier	supplier	NOUN
fbem-26827	66	4	selection	selection	NOUN
fbem-26827	66	5	and	and	CCONJ
fbem-26827	66	6	management	management	NOUN
fbem-26827	66	7	in	in	ADP
fbem-26827	66	8	terms	term	NOUN
fbem-26827	66	9	of	of	ADP
fbem-26827	66	10	supplier	supplier	NOUN
fbem-26827	66	11	selection	selection	NOUN
fbem-26827	66	12	and	and	CCONJ
fbem-26827	66	13	management	management	NOUN
fbem-26827	66	14	,	,	PUNCT
fbem-26827	66	15	digital	digital	ADJ
fbem-26827	66	16	systems	system	NOUN
fbem-26827	66	17	can	can	AUX
fbem-26827	66	18	make	make	VERB
fbem-26827	66	19	more	more	ADJ
fbem-26827	66	20	scientific	scientific	ADJ
fbem-26827	66	21	decisions	decision	NOUN
fbem-26827	66	22	through	through	ADP
fbem-26827	66	23	datadriven	datadriven	ADJ
fbem-26827	66	24	approaches	approach	NOUN
fbem-26827	66	25	.	.	PUNCT
fbem-26827	67	1	under	under	ADP
fbem-26827	67	2	the	the	DET
fbem-26827	67	3	traditional	traditional	ADJ
fbem-26827	67	4	procurement	procurement	NOUN
fbem-26827	67	5	model	model	NOUN
fbem-26827	67	6	,	,	PUNCT
fbem-26827	67	7	the	the	DET
fbem-26827	67	8	selection	selection	NOUN
fbem-26827	67	9	of	of	ADP
fbem-26827	67	10	suppliers	supplier	NOUN
fbem-26827	67	11	often	often	ADV
fbem-26827	67	12	relies	rely	VERB
fbem-26827	67	13	on	on	ADP
fbem-26827	67	14	long	long	ADJ
fbem-26827	67	15	-	-	PUNCT
fbem-26827	67	16	term	term	NOUN
fbem-26827	67	17	cooperative	cooperative	ADJ
fbem-26827	67	18	relationships	relationship	NOUN
fbem-26827	67	19	and	and	CCONJ
fbem-26827	67	20	subjective	subjective	ADJ
fbem-26827	67	21	judgments	judgment	NOUN
fbem-26827	67	22	,	,	PUNCT
fbem-26827	67	23	making	make	VERB
fbem-26827	67	24	it	it	PRON
fbem-26827	67	25	difficult	difficult	ADJ
fbem-26827	67	26	to	to	PART
fbem-26827	67	27	ensure	ensure	VERB
fbem-26827	67	28	the	the	DET
fbem-26827	67	29	best	good	ADJ
fbem-26827	67	30	cost	cost	NOUN
fbem-26827	67	31	-	-	PUNCT
fbem-26827	67	32	effectiveness	effectiveness	NOUN
fbem-26827	67	33	.	.	PUNCT
fbem-26827	68	1	the	the	DET
fbem-26827	68	2	digitalization	digitalization	NOUN
fbem-26827	68	3	system	system	NOUN
fbem-26827	68	4	can	can	AUX
fbem-26827	68	5	evaluate	evaluate	VERB
fbem-26827	68	6	the	the	DET
fbem-26827	68	7	performance	performance	NOUN
fbem-26827	68	8	of	of	ADP
fbem-26827	68	9	suppliers	supplier	NOUN
fbem-26827	68	10	in	in	ADP
fbem-26827	68	11	real	real	ADJ
fbem-26827	68	12	time	time	NOUN
fbem-26827	68	13	by	by	ADP
fbem-26827	68	14	establishing	establish	VERB
fbem-26827	68	15	supplier	supplier	NOUN
fbem-26827	68	16	files	file	NOUN
fbem-26827	68	17	,	,	PUNCT
fbem-26827	68	18	comprehensively	comprehensively	ADV
fbem-26827	68	19	considering	consider	VERB
fbem-26827	68	20	multiple	multiple	ADJ
fbem-26827	68	21	factors	factor	NOUN
fbem-26827	68	22	such	such	ADJ
fbem-26827	68	23	as	as	ADP
fbem-26827	68	24	supplier	supplier	NOUN
fbem-26827	68	25	quotations	quotation	NOUN
fbem-26827	68	26	,	,	PUNCT
fbem-26827	68	27	delivery	delivery	NOUN
fbem-26827	68	28	capabilities	capability	NOUN
fbem-26827	68	29	,	,	PUNCT
fbem-26827	68	30	quality	quality	NOUN
fbem-26827	68	31	control	control	NOUN
fbem-26827	68	32	,	,	PUNCT
fbem-26827	68	33	and	and	CCONJ
fbem-26827	68	34	performance	performance	NOUN
fbem-26827	68	35	[	[	X
fbem-26827	68	36	9	9	NUM
fbem-26827	68	37	]	]	PUNCT
fbem-26827	68	38	.	.	PUNCT
fbem-26827	69	1	in	in	ADP
fbem-26827	69	2	addition	addition	NOUN
fbem-26827	69	3	,	,	PUNCT
fbem-26827	69	4	intelligent	intelligent	ADJ
fbem-26827	69	5	systems	system	NOUN
fbem-26827	69	6	can	can	AUX
fbem-26827	69	7	automatically	automatically	ADV
fbem-26827	69	8	identify	identify	VERB
fbem-26827	69	9	changes	change	NOUN
fbem-26827	69	10	in	in	ADP
fbem-26827	69	11	the	the	DET
fbem-26827	69	12	supplier	supplier	NOUN
fbem-26827	69	13	market	market	NOUN
fbem-26827	69	14	and	and	CCONJ
fbem-26827	69	15	promptly	promptly	ADV
fbem-26827	69	16	push	push	VERB
fbem-26827	69	17	potential	potential	ADJ
fbem-26827	69	18	supply	supply	NOUN
fbem-26827	69	19	risks	risk	NOUN
fbem-26827	69	20	or	or	CCONJ
fbem-26827	69	21	new	new	ADJ
fbem-26827	69	22	high	high	ADJ
fbem-26827	69	23	-	-	PUNCT
fbem-26827	69	24	quality	quality	NOUN
fbem-26827	69	25	suppliers	supplier	NOUN
fbem-26827	69	26	to	to	ADP
fbem-26827	69	27	enterprises	enterprise	NOUN
fbem-26827	69	28	.	.	PUNCT
fbem-26827	70	1	through	through	ADP
fbem-26827	70	2	intelligent	intelligent	ADJ
fbem-26827	70	3	management	management	NOUN
fbem-26827	70	4	,	,	PUNCT
fbem-26827	70	5	enterprises	enterprise	NOUN
fbem-26827	70	6	can	can	AUX
fbem-26827	70	7	effectively	effectively	ADV
fbem-26827	70	8	shorten	shorten	VERB
fbem-26827	70	9	the	the	DET
fbem-26827	70	10	selection	selection	NOUN
fbem-26827	70	11	process	process	NOUN
fbem-26827	70	12	,	,	PUNCT
fbem-26827	70	13	reduce	reduce	VERB
fbem-26827	70	14	procurement	procurement	NOUN
fbem-26827	70	15	costs	cost	NOUN
fbem-26827	70	16	,	,	PUNCT
fbem-26827	70	17	and	and	CCONJ
fbem-26827	70	18	improve	improve	VERB
fbem-26827	70	19	the	the	DET
fbem-26827	70	20	transparency	transparency	NOUN
fbem-26827	70	21	and	and	CCONJ
fbem-26827	70	22	158	158	NUM
fbem-26827	70	23	reliability	reliability	NOUN
fbem-26827	70	24	of	of	ADP
fbem-26827	70	25	the	the	DET
fbem-26827	70	26	supply	supply	NOUN
fbem-26827	70	27	chain	chain	NOUN
fbem-26827	70	28	,	,	PUNCT
fbem-26827	70	29	thereby	thereby	ADV
fbem-26827	70	30	achieving	achieve	VERB
fbem-26827	70	31	more	more	ADV
fbem-26827	70	32	effective	effective	ADJ
fbem-26827	70	33	supplier	supplier	NOUN
fbem-26827	70	34	management	management	NOUN
fbem-26827	70	35	.	.	PUNCT
fbem-26827	71	1	4.3	4.3	NUM
fbem-26827	71	2	.	.	PUNCT
fbem-26827	71	3	contract	contract	NOUN
fbem-26827	71	4	and	and	CCONJ
fbem-26827	71	5	compliance	compliance	NOUN
fbem-26827	71	6	management	management	NOUN
fbem-26827	71	7	contract	contract	NOUN
fbem-26827	71	8	management	management	NOUN
fbem-26827	71	9	in	in	ADP
fbem-26827	71	10	traditional	traditional	ADJ
fbem-26827	71	11	procurement	procurement	NOUN
fbem-26827	71	12	usually	usually	ADV
fbem-26827	71	13	involves	involve	VERB
fbem-26827	71	14	tedious	tedious	ADJ
fbem-26827	71	15	manual	manual	ADJ
fbem-26827	71	16	operations	operation	NOUN
fbem-26827	71	17	,	,	PUNCT
fbem-26827	71	18	which	which	PRON
fbem-26827	71	19	can	can	AUX
fbem-26827	71	20	easily	easily	ADV
fbem-26827	71	21	lead	lead	VERB
fbem-26827	71	22	to	to	ADP
fbem-26827	71	23	issues	issue	NOUN
fbem-26827	71	24	such	such	ADJ
fbem-26827	71	25	as	as	ADP
fbem-26827	71	26	missed	miss	VERB
fbem-26827	71	27	signatures	signature	NOUN
fbem-26827	71	28	and	and	CCONJ
fbem-26827	71	29	breaches	breach	NOUN
fbem-26827	71	30	of	of	ADP
fbem-26827	71	31	contract	contract	NOUN
fbem-26827	71	32	.	.	PUNCT
fbem-26827	72	1	the	the	DET
fbem-26827	72	2	digitization	digitization	NOUN
fbem-26827	72	3	system	system	NOUN
fbem-26827	72	4	can	can	AUX
fbem-26827	72	5	significantly	significantly	ADV
fbem-26827	72	6	improve	improve	VERB
fbem-26827	72	7	the	the	DET
fbem-26827	72	8	efficiency	efficiency	NOUN
fbem-26827	72	9	and	and	CCONJ
fbem-26827	72	10	accuracy	accuracy	NOUN
fbem-26827	72	11	of	of	ADP
fbem-26827	72	12	contract	contract	NOUN
fbem-26827	72	13	management	management	NOUN
fbem-26827	72	14	by	by	ADP
fbem-26827	72	15	automating	automate	VERB
fbem-26827	72	16	the	the	DET
fbem-26827	72	17	entire	entire	ADJ
fbem-26827	72	18	process	process	NOUN
fbem-26827	72	19	of	of	ADP
fbem-26827	72	20	contract	contract	NOUN
fbem-26827	72	21	management	management	NOUN
fbem-26827	72	22	.	.	PUNCT
fbem-26827	73	1	the	the	DET
fbem-26827	73	2	system	system	NOUN
fbem-26827	73	3	can	can	AUX
fbem-26827	73	4	automatically	automatically	ADV
fbem-26827	73	5	generate	generate	VERB
fbem-26827	73	6	contract	contract	NOUN
fbem-26827	73	7	templates	template	NOUN
fbem-26827	73	8	that	that	PRON
fbem-26827	73	9	comply	comply	VERB
fbem-26827	73	10	with	with	ADP
fbem-26827	73	11	the	the	DET
fbem-26827	73	12	company	company	NOUN
fbem-26827	73	13	's	's	PART
fbem-26827	73	14	procurement	procurement	NOUN
fbem-26827	73	15	policies	policy	NOUN
fbem-26827	73	16	during	during	ADP
fbem-26827	73	17	the	the	DET
fbem-26827	73	18	drafting	drafting	NOUN
fbem-26827	73	19	phase	phase	NOUN
fbem-26827	73	20	,	,	PUNCT
fbem-26827	73	21	and	and	CCONJ
fbem-26827	73	22	review	review	NOUN
fbem-26827	73	23	,	,	PUNCT
fbem-26827	73	24	sign	sign	NOUN
fbem-26827	73	25	,	,	PUNCT
fbem-26827	73	26	and	and	CCONJ
fbem-26827	73	27	store	store	NOUN
fbem-26827	73	28	contracts	contract	NOUN
fbem-26827	73	29	through	through	ADP
fbem-26827	73	30	a	a	DET
fbem-26827	73	31	digital	digital	ADJ
fbem-26827	73	32	platform	platform	NOUN
fbem-26827	73	33	.	.	PUNCT
fbem-26827	74	1	in	in	ADP
fbem-26827	74	2	addition	addition	NOUN
fbem-26827	74	3	,	,	PUNCT
fbem-26827	74	4	the	the	DET
fbem-26827	74	5	digital	digital	ADJ
fbem-26827	74	6	system	system	NOUN
fbem-26827	74	7	also	also	ADV
fbem-26827	74	8	has	have	VERB
fbem-26827	74	9	a	a	DET
fbem-26827	74	10	compliance	compliance	NOUN
fbem-26827	74	11	check	check	NOUN
fbem-26827	74	12	function	function	NOUN
fbem-26827	74	13	,	,	PUNCT
fbem-26827	74	14	automatically	automatically	ADV
fbem-26827	74	15	reviewing	review	VERB
fbem-26827	74	16	the	the	DET
fbem-26827	74	17	legality	legality	NOUN
fbem-26827	74	18	and	and	CCONJ
fbem-26827	74	19	compliance	compliance	NOUN
fbem-26827	74	20	of	of	ADP
fbem-26827	74	21	contract	contract	NOUN
fbem-26827	74	22	terms	term	NOUN
fbem-26827	74	23	,	,	PUNCT
fbem-26827	74	24	ensuring	ensure	VERB
fbem-26827	74	25	that	that	SCONJ
fbem-26827	74	26	contracts	contract	NOUN
fbem-26827	74	27	comply	comply	ADV
fbem-26827	74	28	with	with	ADP
fbem-26827	74	29	legal	legal	ADJ
fbem-26827	74	30	requirements	requirement	NOUN
fbem-26827	74	31	and	and	CCONJ
fbem-26827	74	32	internal	internal	ADJ
fbem-26827	74	33	regulations	regulation	NOUN
fbem-26827	74	34	of	of	ADP
fbem-26827	74	35	the	the	DET
fbem-26827	74	36	enterprise	enterprise	NOUN
fbem-26827	74	37	,	,	PUNCT
fbem-26827	74	38	and	and	CCONJ
fbem-26827	74	39	avoiding	avoid	VERB
fbem-26827	74	40	legal	legal	ADJ
fbem-26827	74	41	risks	risk	NOUN
fbem-26827	74	42	caused	cause	VERB
fbem-26827	74	43	by	by	ADP
fbem-26827	74	44	contract	contract	NOUN
fbem-26827	74	45	loopholes	loophole	NOUN
fbem-26827	74	46	or	or	CCONJ
fbem-26827	74	47	non	non	ADJ
fbem-26827	74	48	compliant	compliant	ADJ
fbem-26827	74	49	operations	operation	NOUN
fbem-26827	74	50	.	.	PUNCT
fbem-26827	75	1	enterprises	enterprise	NOUN
fbem-26827	75	2	can	can	AUX
fbem-26827	75	3	also	also	ADV
fbem-26827	75	4	achieve	achieve	VERB
fbem-26827	75	5	real	real	ADJ
fbem-26827	75	6	-	-	PUNCT
fbem-26827	75	7	time	time	NOUN
fbem-26827	75	8	monitoring	monitoring	NOUN
fbem-26827	75	9	of	of	ADP
fbem-26827	75	10	contract	contract	NOUN
fbem-26827	75	11	execution	execution	NOUN
fbem-26827	75	12	progress	progress	NOUN
fbem-26827	75	13	through	through	ADP
fbem-26827	75	14	intelligent	intelligent	ADJ
fbem-26827	75	15	systems	system	NOUN
fbem-26827	75	16	,	,	PUNCT
fbem-26827	75	17	effectively	effectively	ADV
fbem-26827	75	18	reducing	reduce	VERB
fbem-26827	75	19	delays	delay	NOUN
fbem-26827	75	20	and	and	CCONJ
fbem-26827	75	21	errors	error	NOUN
fbem-26827	75	22	in	in	ADP
fbem-26827	75	23	contract	contract	NOUN
fbem-26827	75	24	management	management	NOUN
fbem-26827	75	25	and	and	CCONJ
fbem-26827	75	26	improving	improve	VERB
fbem-26827	75	27	overall	overall	ADJ
fbem-26827	75	28	procurement	procurement	NOUN
fbem-26827	75	29	compliance	compliance	NOUN
fbem-26827	75	30	[	[	X
fbem-26827	75	31	10	10	NUM
fbem-26827	75	32	]	]	PUNCT
fbem-26827	75	33	.	.	PUNCT
fbem-26827	76	1	4.4	4.4	NUM
fbem-26827	76	2	.	.	PUNCT
fbem-26827	77	1	inventory	inventory	NOUN
fbem-26827	77	2	optimization	optimization	NOUN
fbem-26827	77	3	the	the	DET
fbem-26827	77	4	application	application	NOUN
fbem-26827	77	5	of	of	ADP
fbem-26827	77	6	digital	digital	ADJ
fbem-26827	77	7	technology	technology	NOUN
fbem-26827	77	8	in	in	ADP
fbem-26827	77	9	inventory	inventory	NOUN
fbem-26827	77	10	management	management	NOUN
fbem-26827	77	11	can	can	AUX
fbem-26827	77	12	significantly	significantly	ADV
fbem-26827	77	13	improve	improve	VERB
fbem-26827	77	14	the	the	DET
fbem-26827	77	15	efficiency	efficiency	NOUN
fbem-26827	77	16	and	and	CCONJ
fbem-26827	77	17	accuracy	accuracy	NOUN
fbem-26827	77	18	of	of	ADP
fbem-26827	77	19	inventory	inventory	NOUN
fbem-26827	77	20	optimization	optimization	NOUN
fbem-26827	77	21	.	.	PUNCT
fbem-26827	78	1	traditional	traditional	ADJ
fbem-26827	78	2	inventory	inventory	NOUN
fbem-26827	78	3	management	management	NOUN
fbem-26827	78	4	often	often	ADV
fbem-26827	78	5	relies	rely	VERB
fbem-26827	78	6	on	on	ADP
fbem-26827	78	7	fixed	fix	VERB
fbem-26827	78	8	inventory	inventory	NOUN
fbem-26827	78	9	levels	level	NOUN
fbem-26827	78	10	and	and	CCONJ
fbem-26827	78	11	manual	manual	ADJ
fbem-26827	78	12	monitoring	monitoring	NOUN
fbem-26827	78	13	,	,	PUNCT
fbem-26827	78	14	making	make	VERB
fbem-26827	78	15	it	it	PRON
fbem-26827	78	16	difficult	difficult	ADJ
fbem-26827	78	17	to	to	PART
fbem-26827	78	18	cope	cope	VERB
fbem-26827	78	19	with	with	ADP
fbem-26827	78	20	rapid	rapid	ADJ
fbem-26827	78	21	market	market	NOUN
fbem-26827	78	22	changes	change	NOUN
fbem-26827	78	23	.	.	PUNCT
fbem-26827	79	1	the	the	DET
fbem-26827	79	2	digital	digital	ADJ
fbem-26827	79	3	system	system	NOUN
fbem-26827	79	4	can	can	AUX
fbem-26827	79	5	dynamically	dynamically	ADV
fbem-26827	79	6	adjust	adjust	VERB
fbem-26827	79	7	inventory	inventory	NOUN
fbem-26827	79	8	levels	level	NOUN
fbem-26827	79	9	through	through	ADP
fbem-26827	79	10	real	real	ADJ
fbem-26827	79	11	-	-	PUNCT
fbem-26827	79	12	time	time	NOUN
fbem-26827	79	13	data	datum	NOUN
fbem-26827	79	14	analysis	analysis	NOUN
fbem-26827	79	15	,	,	PUNCT
fbem-26827	79	16	ensuring	ensure	VERB
fbem-26827	79	17	that	that	SCONJ
fbem-26827	79	18	enterprises	enterprise	NOUN
fbem-26827	79	19	have	have	VERB
fbem-26827	79	20	sufficient	sufficient	ADJ
fbem-26827	79	21	flexibility	flexibility	NOUN
fbem-26827	79	22	in	in	ADP
fbem-26827	79	23	responding	respond	VERB
fbem-26827	79	24	to	to	ADP
fbem-26827	79	25	changes	change	NOUN
fbem-26827	79	26	in	in	ADP
fbem-26827	79	27	demand	demand	NOUN
fbem-26827	79	28	.	.	PUNCT
fbem-26827	80	1	through	through	ADP
fbem-26827	80	2	comprehensive	comprehensive	ADJ
fbem-26827	80	3	analysis	analysis	NOUN
fbem-26827	80	4	of	of	ADP
fbem-26827	80	5	inventory	inventory	NOUN
fbem-26827	80	6	flow	flow	NOUN
fbem-26827	80	7	,	,	PUNCT
fbem-26827	80	8	market	market	NOUN
fbem-26827	80	9	demand	demand	NOUN
fbem-26827	80	10	trends	trend	NOUN
fbem-26827	80	11	,	,	PUNCT
fbem-26827	80	12	and	and	CCONJ
fbem-26827	80	13	supplier	supplier	NOUN
fbem-26827	80	14	delivery	delivery	NOUN
fbem-26827	80	15	cycles	cycle	NOUN
fbem-26827	80	16	,	,	PUNCT
fbem-26827	80	17	the	the	DET
fbem-26827	80	18	system	system	NOUN
fbem-26827	80	19	can	can	AUX
fbem-26827	80	20	automatically	automatically	ADV
fbem-26827	80	21	generate	generate	VERB
fbem-26827	80	22	the	the	DET
fbem-26827	80	23	best	good	ADJ
fbem-26827	80	24	procurement	procurement	NOUN
fbem-26827	80	25	and	and	CCONJ
fbem-26827	80	26	inventory	inventory	NOUN
fbem-26827	80	27	replenishment	replenishment	NOUN
fbem-26827	80	28	plan	plan	NOUN
fbem-26827	80	29	to	to	PART
fbem-26827	80	30	avoid	avoid	VERB
fbem-26827	80	31	inventory	inventory	NOUN
fbem-26827	80	32	surplus	surplus	NOUN
fbem-26827	80	33	or	or	CCONJ
fbem-26827	80	34	shortage	shortage	NOUN
fbem-26827	80	35	.	.	PUNCT
fbem-26827	81	1	in	in	ADP
fbem-26827	81	2	addition	addition	NOUN
fbem-26827	81	3	,	,	PUNCT
fbem-26827	81	4	digital	digital	ADJ
fbem-26827	81	5	systems	system	NOUN
fbem-26827	81	6	can	can	AUX
fbem-26827	81	7	also	also	ADV
fbem-26827	81	8	use	use	VERB
fbem-26827	81	9	predictive	predictive	ADJ
fbem-26827	81	10	algorithms	algorithm	NOUN
fbem-26827	81	11	to	to	PART
fbem-26827	81	12	reduce	reduce	VERB
fbem-26827	81	13	the	the	DET
fbem-26827	81	14	risk	risk	NOUN
fbem-26827	81	15	of	of	ADP
fbem-26827	81	16	inventory	inventory	NOUN
fbem-26827	81	17	backlog	backlog	NOUN
fbem-26827	81	18	,	,	PUNCT
fbem-26827	81	19	improve	improve	VERB
fbem-26827	81	20	inventory	inventory	NOUN
fbem-26827	81	21	turnover	turnover	NOUN
fbem-26827	81	22	,	,	PUNCT
fbem-26827	81	23	reduce	reduce	VERB
fbem-26827	81	24	inventory	inventory	NOUN
fbem-26827	81	25	holding	hold	VERB
fbem-26827	81	26	costs	cost	NOUN
fbem-26827	81	27	,	,	PUNCT
fbem-26827	81	28	and	and	CCONJ
fbem-26827	81	29	enable	enable	VERB
fbem-26827	81	30	enterprises	enterprise	NOUN
fbem-26827	81	31	to	to	PART
fbem-26827	81	32	effectively	effectively	ADV
fbem-26827	81	33	save	save	VERB
fbem-26827	81	34	inventory	inventory	NOUN
fbem-26827	81	35	management	management	NOUN
fbem-26827	81	36	costs	cost	NOUN
fbem-26827	81	37	while	while	SCONJ
fbem-26827	81	38	maintaining	maintain	VERB
fbem-26827	81	39	stable	stable	ADJ
fbem-26827	81	40	supply	supply	NOUN
fbem-26827	81	41	chain	chain	NOUN
fbem-26827	81	42	operations	operation	NOUN
fbem-26827	81	43	.	.	PUNCT
fbem-26827	82	1	4.5	4.5	NUM
fbem-26827	82	2	.	.	PUNCT
fbem-26827	82	3	procurement	procurement	NOUN
fbem-26827	82	4	execution	execution	NOUN
fbem-26827	82	5	and	and	CCONJ
fbem-26827	82	6	performance	performance	NOUN
fbem-26827	82	7	evaluation	evaluation	NOUN
fbem-26827	82	8	the	the	DET
fbem-26827	82	9	application	application	NOUN
fbem-26827	82	10	of	of	ADP
fbem-26827	82	11	digital	digital	ADJ
fbem-26827	82	12	technology	technology	NOUN
fbem-26827	82	13	greatly	greatly	ADV
fbem-26827	82	14	simplifies	simplify	VERB
fbem-26827	82	15	the	the	DET
fbem-26827	82	16	procurement	procurement	NOUN
fbem-26827	82	17	execution	execution	NOUN
fbem-26827	82	18	process	process	NOUN
fbem-26827	82	19	,	,	PUNCT
fbem-26827	82	20	improves	improve	VERB
fbem-26827	82	21	the	the	DET
fbem-26827	82	22	transparency	transparency	NOUN
fbem-26827	82	23	and	and	CCONJ
fbem-26827	82	24	controllability	controllability	NOUN
fbem-26827	82	25	of	of	ADP
fbem-26827	82	26	the	the	DET
fbem-26827	82	27	procurement	procurement	NOUN
fbem-26827	82	28	process	process	NOUN
fbem-26827	82	29	.	.	PUNCT
fbem-26827	83	1	the	the	DET
fbem-26827	83	2	system	system	NOUN
fbem-26827	83	3	can	can	AUX
fbem-26827	83	4	automatically	automatically	ADV
fbem-26827	83	5	generate	generate	VERB
fbem-26827	83	6	purchase	purchase	NOUN
fbem-26827	83	7	orders	order	NOUN
fbem-26827	83	8	and	and	CCONJ
fbem-26827	83	9	quickly	quickly	ADV
fbem-26827	83	10	process	process	VERB
fbem-26827	83	11	order	order	NOUN
fbem-26827	83	12	approval	approval	NOUN
fbem-26827	83	13	,	,	PUNCT
fbem-26827	83	14	signing	signing	NOUN
fbem-26827	83	15	,	,	PUNCT
fbem-26827	83	16	and	and	CCONJ
fbem-26827	83	17	execution	execution	NOUN
fbem-26827	83	18	through	through	ADP
fbem-26827	83	19	process	process	NOUN
fbem-26827	83	20	automation	automation	NOUN
fbem-26827	83	21	tools	tool	NOUN
fbem-26827	83	22	,	,	PUNCT
fbem-26827	83	23	reducing	reduce	VERB
fbem-26827	83	24	time	time	NOUN
fbem-26827	83	25	delays	delay	NOUN
fbem-26827	83	26	and	and	CCONJ
fbem-26827	83	27	errors	error	NOUN
fbem-26827	83	28	caused	cause	VERB
fbem-26827	83	29	by	by	ADP
fbem-26827	83	30	human	human	ADJ
fbem-26827	83	31	operations	operation	NOUN
fbem-26827	83	32	.	.	PUNCT
fbem-26827	84	1	through	through	ADP
fbem-26827	84	2	full	full	ADJ
fbem-26827	84	3	process	process	NOUN
fbem-26827	84	4	digital	digital	ADJ
fbem-26827	84	5	management	management	NOUN
fbem-26827	84	6	,	,	PUNCT
fbem-26827	84	7	enterprises	enterprise	NOUN
fbem-26827	84	8	can	can	AUX
fbem-26827	84	9	track	track	VERB
fbem-26827	84	10	the	the	DET
fbem-26827	84	11	status	status	NOUN
fbem-26827	84	12	of	of	ADP
fbem-26827	84	13	purchase	purchase	NOUN
fbem-26827	84	14	orders	order	NOUN
fbem-26827	84	15	in	in	ADP
fbem-26827	84	16	real	real	ADJ
fbem-26827	84	17	time	time	NOUN
fbem-26827	84	18	,	,	PUNCT
fbem-26827	84	19	including	include	VERB
fbem-26827	84	20	order	order	NOUN
fbem-26827	84	21	submission	submission	NOUN
fbem-26827	84	22	,	,	PUNCT
fbem-26827	84	23	shipment	shipment	NOUN
fbem-26827	84	24	,	,	PUNCT
fbem-26827	84	25	transportation	transportation	NOUN
fbem-26827	84	26	,	,	PUNCT
fbem-26827	84	27	acceptance	acceptance	NOUN
fbem-26827	84	28	and	and	CCONJ
fbem-26827	84	29	other	other	ADJ
fbem-26827	84	30	processes	process	NOUN
fbem-26827	84	31	,	,	PUNCT
fbem-26827	84	32	to	to	PART
fbem-26827	84	33	ensure	ensure	VERB
fbem-26827	84	34	that	that	SCONJ
fbem-26827	84	35	procurement	procurement	NOUN
fbem-26827	84	36	tasks	task	NOUN
fbem-26827	84	37	are	be	AUX
fbem-26827	84	38	completed	complete	VERB
fbem-26827	84	39	on	on	ADP
fbem-26827	84	40	time	time	NOUN
fbem-26827	84	41	.	.	PUNCT
fbem-26827	85	1	at	at	ADP
fbem-26827	85	2	the	the	DET
fbem-26827	85	3	same	same	ADJ
fbem-26827	85	4	time	time	NOUN
fbem-26827	85	5	,	,	PUNCT
fbem-26827	85	6	digital	digital	ADJ
fbem-26827	85	7	systems	system	NOUN
fbem-26827	85	8	can	can	AUX
fbem-26827	85	9	also	also	ADV
fbem-26827	85	10	conduct	conduct	VERB
fbem-26827	85	11	comprehensive	comprehensive	ADJ
fbem-26827	85	12	performance	performance	NOUN
fbem-26827	85	13	evaluations	evaluation	NOUN
fbem-26827	85	14	of	of	ADP
fbem-26827	85	15	suppliers	supplier	NOUN
fbem-26827	85	16	'	'	PART
fbem-26827	85	17	delivery	delivery	NOUN
fbem-26827	85	18	performance	performance	NOUN
fbem-26827	85	19	,	,	PUNCT
fbem-26827	85	20	procurement	procurement	NOUN
fbem-26827	85	21	cost	cost	NOUN
fbem-26827	85	22	control	control	NOUN
fbem-26827	85	23	,	,	PUNCT
fbem-26827	85	24	time	time	NOUN
fbem-26827	85	25	efficiency	efficiency	NOUN
fbem-26827	85	26	,	,	PUNCT
fbem-26827	85	27	and	and	CCONJ
fbem-26827	85	28	other	other	ADJ
fbem-26827	85	29	aspects	aspect	NOUN
fbem-26827	85	30	through	through	ADP
fbem-26827	85	31	data	datum	NOUN
fbem-26827	85	32	analysis	analysis	NOUN
fbem-26827	85	33	,	,	PUNCT
fbem-26827	85	34	helping	help	VERB
fbem-26827	85	35	enterprises	enterprise	NOUN
fbem-26827	85	36	optimize	optimize	VERB
fbem-26827	85	37	their	their	PRON
fbem-26827	85	38	procurement	procurement	NOUN
fbem-26827	85	39	strategies	strategy	NOUN
fbem-26827	85	40	.	.	PUNCT
fbem-26827	86	1	through	through	ADP
fbem-26827	86	2	continuous	continuous	ADJ
fbem-26827	86	3	optimization	optimization	NOUN
fbem-26827	86	4	and	and	CCONJ
fbem-26827	86	5	adjustment	adjustment	NOUN
fbem-26827	86	6	,	,	PUNCT
fbem-26827	86	7	enterprises	enterprise	NOUN
fbem-26827	86	8	can	can	AUX
fbem-26827	86	9	effectively	effectively	ADV
fbem-26827	86	10	improve	improve	VERB
fbem-26827	86	11	the	the	DET
fbem-26827	86	12	accuracy	accuracy	NOUN
fbem-26827	86	13	of	of	ADP
fbem-26827	86	14	procurement	procurement	NOUN
fbem-26827	86	15	execution	execution	NOUN
fbem-26827	86	16	and	and	CCONJ
fbem-26827	86	17	the	the	DET
fbem-26827	86	18	overall	overall	ADJ
fbem-26827	86	19	operational	operational	ADJ
fbem-26827	86	20	efficiency	efficiency	NOUN
fbem-26827	86	21	of	of	ADP
fbem-26827	86	22	the	the	DET
fbem-26827	86	23	supply	supply	NOUN
fbem-26827	86	24	chain	chain	NOUN
fbem-26827	86	25	.	.	PUNCT
fbem-26827	87	1	5	5	X
fbem-26827	87	2	.	.	X
fbem-26827	87	3	conclusion	conclusion	NOUN
fbem-26827	87	4	the	the	DET
fbem-26827	87	5	rise	rise	NOUN
fbem-26827	87	6	and	and	CCONJ
fbem-26827	87	7	application	application	NOUN
fbem-26827	87	8	of	of	ADP
fbem-26827	87	9	digital	digital	ADJ
fbem-26827	87	10	technology	technology	NOUN
fbem-26827	87	11	are	be	AUX
fbem-26827	87	12	leading	lead	VERB
fbem-26827	87	13	the	the	DET
fbem-26827	87	14	innovation	innovation	NOUN
fbem-26827	87	15	in	in	ADP
fbem-26827	87	16	the	the	DET
fbem-26827	87	17	field	field	NOUN
fbem-26827	87	18	of	of	ADP
fbem-26827	87	19	procurement	procurement	NOUN
fbem-26827	87	20	management	management	NOUN
fbem-26827	87	21	,	,	PUNCT
fbem-26827	87	22	from	from	ADP
fbem-26827	87	23	demand	demand	NOUN
fbem-26827	87	24	forecasting	forecasting	NOUN
fbem-26827	87	25	to	to	ADP
fbem-26827	87	26	supplier	supplier	NOUN
fbem-26827	87	27	management	management	NOUN
fbem-26827	87	28	,	,	PUNCT
fbem-26827	87	29	to	to	PART
fbem-26827	87	30	contract	contract	VERB
fbem-26827	87	31	and	and	CCONJ
fbem-26827	87	32	compliance	compliance	NOUN
fbem-26827	87	33	management	management	NOUN
fbem-26827	87	34	,	,	PUNCT
fbem-26827	87	35	inventory	inventory	NOUN
fbem-26827	87	36	optimization	optimization	NOUN
fbem-26827	87	37	,	,	PUNCT
fbem-26827	87	38	and	and	CCONJ
fbem-26827	87	39	even	even	ADV
fbem-26827	87	40	procurement	procurement	NOUN
fbem-26827	87	41	execution	execution	NOUN
fbem-26827	87	42	and	and	CCONJ
fbem-26827	87	43	performance	performance	NOUN
fbem-26827	87	44	evaluation	evaluation	NOUN
fbem-26827	87	45	.	.	PUNCT
fbem-26827	88	1	every	every	DET
fbem-26827	88	2	link	link	NOUN
fbem-26827	88	3	benefit	benefit	NOUN
fbem-26827	88	4	from	from	ADP
fbem-26827	88	5	the	the	DET
fbem-26827	88	6	advancement	advancement	NOUN
fbem-26827	88	7	of	of	ADP
fbem-26827	88	8	big	big	ADJ
fbem-26827	88	9	data	datum	NOUN
fbem-26827	88	10	,	,	PUNCT
fbem-26827	88	11	artificial	artificial	ADJ
fbem-26827	88	12	intelligence	intelligence	NOUN
fbem-26827	88	13	,	,	PUNCT
fbem-26827	88	14	and	and	CCONJ
fbem-26827	88	15	automation	automation	NOUN
fbem-26827	88	16	technology	technology	NOUN
fbem-26827	88	17	.	.	PUNCT
fbem-26827	89	1	digitization	digitization	NOUN
fbem-26827	89	2	not	not	PART
fbem-26827	89	3	only	only	ADV
fbem-26827	89	4	improves	improve	VERB
fbem-26827	89	5	the	the	DET
fbem-26827	89	6	efficiency	efficiency	NOUN
fbem-26827	89	7	and	and	CCONJ
fbem-26827	89	8	accuracy	accuracy	NOUN
fbem-26827	89	9	of	of	ADP
fbem-26827	89	10	procurement	procurement	NOUN
fbem-26827	89	11	management	management	NOUN
fbem-26827	89	12	,	,	PUNCT
fbem-26827	89	13	reduces	reduce	VERB
fbem-26827	89	14	human	human	ADJ
fbem-26827	89	15	errors	error	NOUN
fbem-26827	89	16	,	,	PUNCT
fbem-26827	89	17	but	but	CCONJ
fbem-26827	89	18	also	also	ADV
fbem-26827	89	19	endows	endow	VERB
fbem-26827	89	20	enterprises	enterprise	NOUN
fbem-26827	89	21	with	with	ADP
fbem-26827	89	22	stronger	strong	ADJ
fbem-26827	89	23	market	market	NOUN
fbem-26827	89	24	adaptability	adaptability	NOUN
fbem-26827	89	25	,	,	PUNCT
fbem-26827	89	26	enabling	enable	VERB
fbem-26827	89	27	them	they	PRON
fbem-26827	89	28	to	to	PART
fbem-26827	89	29	flexibly	flexibly	ADV
fbem-26827	89	30	adjust	adjust	VERB
fbem-26827	89	31	strategies	strategy	NOUN
fbem-26827	89	32	in	in	ADP
fbem-26827	89	33	the	the	DET
fbem-26827	89	34	rapidly	rapidly	ADV
fbem-26827	89	35	changing	change	VERB
fbem-26827	89	36	business	business	NOUN
fbem-26827	89	37	environment	environment	NOUN
fbem-26827	89	38	.	.	PUNCT
fbem-26827	90	1	especially	especially	ADV
fbem-26827	90	2	in	in	ADP
fbem-26827	90	3	contract	contract	NOUN
fbem-26827	90	4	management	management	NOUN
fbem-26827	90	5	and	and	CCONJ
fbem-26827	90	6	inventory	inventory	NOUN
fbem-26827	90	7	control	control	NOUN
fbem-26827	90	8	,	,	PUNCT
fbem-26827	90	9	digitization	digitization	NOUN
fbem-26827	90	10	,	,	PUNCT
fbem-26827	90	11	through	through	ADP
fbem-26827	90	12	automation	automation	NOUN
fbem-26827	90	13	and	and	CCONJ
fbem-26827	90	14	intelligent	intelligent	ADJ
fbem-26827	90	15	means	mean	NOUN
fbem-26827	90	16	,	,	PUNCT
fbem-26827	90	17	not	not	PART
fbem-26827	90	18	only	only	ADV
fbem-26827	90	19	avoids	avoid	VERB
fbem-26827	90	20	many	many	ADJ
fbem-26827	90	21	drawbacks	drawback	NOUN
fbem-26827	90	22	of	of	ADP
fbem-26827	90	23	traditional	traditional	ADJ
fbem-26827	90	24	models	model	NOUN
fbem-26827	90	25	,	,	PUNCT
fbem-26827	90	26	but	but	CCONJ
fbem-26827	90	27	also	also	ADV
fbem-26827	90	28	significantly	significantly	ADV
fbem-26827	90	29	reduces	reduce	VERB
fbem-26827	90	30	operating	operating	NOUN
fbem-26827	90	31	costs	cost	NOUN
fbem-26827	90	32	and	and	CCONJ
fbem-26827	90	33	improves	improve	VERB
fbem-26827	90	34	the	the	DET
fbem-26827	90	35	overall	overall	ADJ
fbem-26827	90	36	efficiency	efficiency	NOUN
fbem-26827	90	37	of	of	ADP
fbem-26827	90	38	the	the	DET
fbem-26827	90	39	supply	supply	NOUN
fbem-26827	90	40	chain	chain	NOUN
fbem-26827	90	41	.	.	PUNCT
fbem-26827	91	1	however	however	ADV
fbem-26827	91	2	,	,	PUNCT
fbem-26827	91	3	with	with	ADP
fbem-26827	91	4	the	the	DET
fbem-26827	91	5	deepening	deepening	NOUN
fbem-26827	91	6	of	of	ADP
fbem-26827	91	7	the	the	DET
fbem-26827	91	8	application	application	NOUN
fbem-26827	91	9	of	of	ADP
fbem-26827	91	10	digitalization	digitalization	NOUN
fbem-26827	91	11	in	in	ADP
fbem-26827	91	12	procurement	procurement	NOUN
fbem-26827	91	13	management	management	NOUN
fbem-26827	91	14	,	,	PUNCT
fbem-26827	91	15	data	datum	NOUN
fbem-26827	91	16	privacy	privacy	NOUN
fbem-26827	91	17	and	and	CCONJ
fbem-26827	91	18	security	security	NOUN
fbem-26827	91	19	issues	issue	NOUN
fbem-26827	91	20	have	have	AUX
fbem-26827	91	21	become	become	VERB
fbem-26827	91	22	increasingly	increasingly	ADV
fbem-26827	91	23	prominent	prominent	ADJ
fbem-26827	91	24	,	,	PUNCT
fbem-26827	91	25	and	and	CCONJ
fbem-26827	91	26	the	the	DET
fbem-26827	91	27	impact	impact	NOUN
fbem-26827	91	28	on	on	ADP
fbem-26827	91	29	the	the	DET
fbem-26827	91	30	labor	labor	NOUN
fbem-26827	91	31	market	market	NOUN
fbem-26827	91	32	can	can	AUX
fbem-26827	91	33	not	not	PART
fbem-26827	91	34	be	be	AUX
fbem-26827	91	35	ignored	ignore	VERB
fbem-26827	91	36	.	.	PUNCT
fbem-26827	92	1	this	this	PRON
fbem-26827	92	2	requires	require	VERB
fbem-26827	92	3	enterprises	enterprise	NOUN
fbem-26827	92	4	to	to	PART
fbem-26827	92	5	not	not	PART
fbem-26827	92	6	only	only	ADV
fbem-26827	92	7	enjoy	enjoy	VERB
fbem-26827	92	8	the	the	DET
fbem-26827	92	9	technological	technological	ADJ
fbem-26827	92	10	dividends	dividend	NOUN
fbem-26827	92	11	,	,	PUNCT
fbem-26827	92	12	but	but	CCONJ
fbem-26827	92	13	also	also	ADV
fbem-26827	92	14	pay	pay	VERB
fbem-26827	92	15	attention	attention	NOUN
fbem-26827	92	16	to	to	ADP
fbem-26827	92	17	technological	technological	ADJ
fbem-26827	92	18	ethics	ethic	NOUN
fbem-26827	92	19	and	and	CCONJ
fbem-26827	92	20	social	social	ADJ
fbem-26827	92	21	responsibility	responsibility	NOUN
fbem-26827	92	22	,	,	PUNCT
fbem-26827	92	23	ensuring	ensure	VERB
fbem-26827	92	24	the	the	DET
fbem-26827	92	25	sustainability	sustainability	NOUN
fbem-26827	92	26	and	and	CCONJ
fbem-26827	92	27	fairness	fairness	NOUN
fbem-26827	92	28	of	of	ADP
fbem-26827	92	29	technological	technological	ADJ
fbem-26827	92	30	development	development	NOUN
fbem-26827	92	31	.	.	PUNCT
fbem-26827	93	1	therefore	therefore	ADV
fbem-26827	93	2	,	,	PUNCT
fbem-26827	93	3	in	in	ADP
fbem-26827	93	4	the	the	DET
fbem-26827	93	5	future	future	NOUN
fbem-26827	93	6	,	,	PUNCT
fbem-26827	93	7	the	the	DET
fbem-26827	93	8	practice	practice	NOUN
fbem-26827	93	9	of	of	ADP
fbem-26827	93	10	digitization	digitization	NOUN
fbem-26827	93	11	in	in	ADP
fbem-26827	93	12	procurement	procurement	NOUN
fbem-26827	93	13	management	management	NOUN
fbem-26827	93	14	should	should	AUX
fbem-26827	93	15	pay	pay	VERB
fbem-26827	93	16	more	more	ADJ
fbem-26827	93	17	attention	attention	NOUN
fbem-26827	93	18	to	to	ADP
fbem-26827	93	19	balancing	balance	VERB
fbem-26827	93	20	technological	technological	ADJ
fbem-26827	93	21	innovation	innovation	NOUN
fbem-26827	93	22	and	and	CCONJ
fbem-26827	93	23	risk	risk	NOUN
fbem-26827	93	24	management	management	NOUN
fbem-26827	93	25	,	,	PUNCT
fbem-26827	93	26	continuously	continuously	ADV
fbem-26827	93	27	exploring	explore	VERB
fbem-26827	93	28	more	more	ADV
fbem-26827	93	29	efficient	efficient	ADJ
fbem-26827	93	30	and	and	CCONJ
fbem-26827	93	31	intelligent	intelligent	ADJ
fbem-26827	93	32	procurement	procurement	NOUN
fbem-26827	93	33	management	management	NOUN
fbem-26827	93	34	models	model	NOUN
fbem-26827	93	35	,	,	PUNCT
fbem-26827	93	36	and	and	CCONJ
fbem-26827	93	37	injecting	inject	VERB
fbem-26827	93	38	a	a	DET
fbem-26827	93	39	continuous	continuous	ADJ
fbem-26827	93	40	stream	stream	NOUN
fbem-26827	93	41	of	of	ADP
fbem-26827	93	42	power	power	NOUN
fbem-26827	93	43	into	into	ADP
fbem-26827	93	44	the	the	DET
fbem-26827	93	45	long	long	ADJ
fbem-26827	93	46	-	-	PUNCT
fbem-26827	93	47	term	term	NOUN
fbem-26827	93	48	development	development	NOUN
fbem-26827	93	49	of	of	ADP
fbem-26827	93	50	enterprises	enterprise	NOUN
fbem-26827	93	51	.	.	PUNCT
fbem-26827	94	1	references	reference	NOUN
fbem-26827	94	2	[	[	X
fbem-26827	94	3	1	1	NUM
fbem-26827	94	4	]	]	PUNCT
fbem-26827	94	5	chen	chen	PROPN
fbem-26827	94	6	jianjun	jianjun	PROPN
fbem-26827	94	7	,	,	PUNCT
fbem-26827	94	8	li	li	PROPN
fbem-26827	94	9	peijun	peijun	PROPN
fbem-26827	94	10	,	,	PUNCT
fbem-26827	94	11	zhou	zhou	PROPN
fbem-26827	94	12	yingying	yingying	NOUN
fbem-26827	94	13	(	(	PUNCT
fbem-26827	94	14	2020	2020	NUM
fbem-26827	94	15	)	)	PUNCT
fbem-26827	94	16	.	.	PUNCT
fbem-26827	95	1	the	the	DET
fbem-26827	95	2	application	application	NOUN
fbem-26827	95	3	and	and	CCONJ
fbem-26827	95	4	development	development	NOUN
fbem-26827	95	5	trend	trend	NOUN
fbem-26827	95	6	of	of	ADP
fbem-26827	95	7	digital	digital	ADJ
fbem-26827	95	8	supply	supply	NOUN
fbem-26827	95	9	chain	chain	NOUN
fbem-26827	95	10	management	management	NOUN
fbem-26827	95	11	logistics	logistic	NOUN
fbem-26827	95	12	technology	technology	NOUN
fbem-26827	95	13	,	,	PUNCT
fbem-26827	95	14	39	39	NUM
fbem-26827	95	15	(	(	PUNCT
fbem-26827	95	16	1	1	NUM
fbem-26827	95	17	)	)	PUNCT
fbem-26827	95	18	,	,	PUNCT
fbem-26827	95	19	56	56	NUM
fbem-26827	95	20	-	-	SYM
fbem-26827	95	21	59	59	NUM
fbem-26827	95	22	[	[	X
fbem-26827	95	23	2	2	NUM
fbem-26827	95	24	]	]	X
fbem-26827	95	25	wu	wu	PROPN
fbem-26827	95	26	jianzhong	jianzhong	PROPN
fbem-26827	95	27	,	,	PUNCT
fbem-26827	95	28	li	li	PROPN
fbem-26827	95	29	ning	ning	PROPN
fbem-26827	95	30	(	(	PUNCT
fbem-26827	95	31	2019	2019	NUM
fbem-26827	95	32	)	)	PUNCT
fbem-26827	95	33	.	.	PUNCT
fbem-26827	96	1	challenges	challenge	NOUN
fbem-26827	96	2	and	and	CCONJ
fbem-26827	96	3	countermeasures	countermeasure	NOUN
fbem-26827	96	4	of	of	ADP
fbem-26827	96	5	supply	supply	NOUN
fbem-26827	96	6	chain	chain	NOUN
fbem-26827	96	7	management	management	NOUN
fbem-26827	96	8	in	in	ADP
fbem-26827	96	9	the	the	DET
fbem-26827	96	10	context	context	NOUN
fbem-26827	96	11	of	of	ADP
fbem-26827	96	12	big	big	ADJ
fbem-26827	96	13	data	datum	NOUN
fbem-26827	96	14	enterprise	enterprise	NOUN
fbem-26827	96	15	management	management	NOUN
fbem-26827	96	16	,	,	PUNCT
fbem-26827	96	17	(	(	PUNCT
fbem-26827	96	18	11	11	NUM
fbem-26827	96	19	)	)	PUNCT
fbem-26827	96	20	,	,	PUNCT
fbem-26827	96	21	102	102	NUM
fbem-26827	96	22	-	-	SYM
fbem-26827	96	23	104	104	NUM
fbem-26827	96	24	[	[	X
fbem-26827	96	25	3	3	NUM
fbem-26827	96	26	]	]	X
fbem-26827	96	27	zhang	zhang	PROPN
fbem-26827	96	28	xiaohua	xiaohua	PROPN
fbem-26827	96	29	,	,	PUNCT
fbem-26827	96	30	wang	wang	PROPN
fbem-26827	96	31	yongmei	yongmei	PROPN
fbem-26827	96	32	(	(	PUNCT
fbem-26827	96	33	2021	2021	NUM
fbem-26827	96	34	)	)	PUNCT
fbem-26827	96	35	.	.	PUNCT
fbem-26827	97	1	research	research	NOUN
fbem-26827	97	2	on	on	ADP
fbem-26827	97	3	the	the	DET
fbem-26827	97	4	optimization	optimization	NOUN
fbem-26827	97	5	path	path	NOUN
fbem-26827	97	6	of	of	ADP
fbem-26827	97	7	enterprise	enterprise	NOUN
fbem-26827	97	8	procurement	procurement	NOUN
fbem-26827	97	9	management	management	NOUN
fbem-26827	97	10	under	under	ADP
fbem-26827	97	11	digital	digital	ADJ
fbem-26827	97	12	procurement	procurement	NOUN
fbem-26827	97	13	mode	mode	NOUN
fbem-26827	97	14	modernization	modernization	NOUN
fbem-26827	97	15	of	of	ADP
fbem-26827	97	16	management	management	NOUN
fbem-26827	97	17	,	,	PUNCT
fbem-26827	97	18	41	41	NUM
fbem-26827	97	19	(	(	PUNCT
fbem-26827	97	20	5	5	NUM
fbem-26827	97	21	)	)	PUNCT
fbem-26827	97	22	,	,	PUNCT
fbem-26827	97	23	80	80	NUM
fbem-26827	97	24	-	-	SYM
fbem-26827	97	25	82	82	NUM
fbem-26827	98	1	[	[	X
fbem-26827	98	2	4	4	NUM
fbem-26827	98	3	]	]	PUNCT
fbem-26827	98	4	yang	yang	PROPN
fbem-26827	98	5	xiaoting	xiaoting	PROPN
fbem-26827	98	6	,	,	PUNCT
fbem-26827	98	7	liu	liu	PROPN
fbem-26827	98	8	xudong	xudong	PROPN
fbem-26827	98	9	(	(	PUNCT
fbem-26827	98	10	2020	2020	NUM
fbem-26827	98	11	)	)	PUNCT
fbem-26827	98	12	.	.	PUNCT
fbem-26827	99	1	the	the	DET
fbem-26827	99	2	application	application	NOUN
fbem-26827	99	3	and	and	CCONJ
fbem-26827	99	4	challenges	challenge	NOUN
fbem-26827	99	5	of	of	ADP
fbem-26827	99	6	intelligent	intelligent	ADJ
fbem-26827	99	7	supply	supply	NOUN
fbem-26827	99	8	chain	chain	NOUN
fbem-26827	99	9	:	:	PUNCT
fbem-26827	99	10	based	base	VERB
fbem-26827	99	11	on	on	ADP
fbem-26827	99	12	the	the	DET
fbem-26827	99	13	perspective	perspective	NOUN
fbem-26827	99	14	of	of	ADP
fbem-26827	99	15	big	big	ADJ
fbem-26827	99	16	data	datum	NOUN
fbem-26827	99	17	china	china	PROPN
fbem-26827	99	18	circulation	circulation	NOUN
fbem-26827	99	19	economy	economy	NOUN
fbem-26827	99	20	,	,	PUNCT
fbem-26827	99	21	34	34	NUM
fbem-26827	99	22	(	(	PUNCT
fbem-26827	99	23	9	9	NUM
fbem-26827	99	24	)	)	PUNCT
fbem-26827	99	25	,	,	PUNCT
fbem-26827	99	26	51	51	NUM
fbem-26827	99	27	-	-	SYM
fbem-26827	99	28	58	58	NUM
fbem-26827	100	1	[	[	X
fbem-26827	100	2	5	5	NUM
fbem-26827	100	3	]	]	PUNCT
fbem-26827	100	4	wang	wang	PROPN
fbem-26827	100	5	haibo	haibo	PROPN
fbem-26827	100	6	,	,	PUNCT
fbem-26827	100	7	zhang	zhang	PROPN
fbem-26827	100	8	xiaoling	xiaoling	PROPN
fbem-26827	100	9	(	(	PUNCT
fbem-26827	100	10	2018	2018	NUM
fbem-26827	100	11	)	)	PUNCT
fbem-26827	100	12	.	.	PUNCT
fbem-26827	101	1	research	research	NOUN
fbem-26827	101	2	on	on	ADP
fbem-26827	101	3	supply	supply	NOUN
fbem-26827	101	4	chain	chain	NOUN
fbem-26827	101	5	management	management	NOUN
fbem-26827	101	6	optimization	optimization	NOUN
fbem-26827	101	7	based	base	VERB
fbem-26827	101	8	on	on	ADP
fbem-26827	101	9	blockchain	blockchain	PROPN
fbem-26827	101	10	technology	technology	PROPN
fbem-26827	101	11	research	research	PROPN
fbem-26827	101	12	on	on	ADP
fbem-26827	101	13	technology	technology	NOUN
fbem-26827	101	14	management	management	NOUN
fbem-26827	101	15	,	,	PUNCT
fbem-26827	101	16	38	38	NUM
fbem-26827	101	17	(	(	PUNCT
fbem-26827	101	18	15	15	NUM
fbem-26827	101	19	)	)	PUNCT
fbem-26827	101	20	,	,	PUNCT
fbem-26827	101	21	161	161	NUM
fbem-26827	101	22	-	-	SYM
fbem-26827	101	23	165	165	NUM
fbem-26827	101	24	[	[	SYM
fbem-26827	101	25	6	6	NUM
fbem-26827	101	26	]	]	PUNCT
fbem-26827	101	27	zou	zou	PROPN
fbem-26827	101	28	xiaohong	xiaohong	PROPN
fbem-26827	101	29	,	,	PUNCT
fbem-26827	101	30	li	li	PROPN
fbem-26827	101	31	ming	ming	PROPN
fbem-26827	101	32	(	(	PUNCT
fbem-26827	101	33	2020	2020	NUM
fbem-26827	101	34	)	)	PUNCT
fbem-26827	101	35	.	.	PUNCT
fbem-26827	102	1	the	the	DET
fbem-26827	102	2	impact	impact	NOUN
fbem-26827	102	3	and	and	CCONJ
fbem-26827	102	4	application	application	NOUN
fbem-26827	102	5	exploration	exploration	NOUN
fbem-26827	102	6	of	of	ADP
fbem-26827	102	7	artificial	artificial	ADJ
fbem-26827	102	8	intelligence	intelligence	NOUN
fbem-26827	102	9	on	on	ADP
fbem-26827	102	10	procurement	procurement	NOUN
fbem-26827	102	11	management	management	PROPN
fbem-26827	102	12	journal	journal	NOUN
fbem-26827	102	13	of	of	ADP
fbem-26827	102	14	management	management	NOUN
fbem-26827	102	15	engineering	engineering	NOUN
fbem-26827	102	16	,	,	PUNCT
fbem-26827	102	17	34	34	NUM
fbem-26827	102	18	(	(	PUNCT
fbem-26827	102	19	6	6	NUM
fbem-26827	102	20	)	)	PUNCT
fbem-26827	102	21	,	,	PUNCT
fbem-26827	102	22	6570	6570	NUM
fbem-26827	102	23	[	[	X
fbem-26827	102	24	7	7	X
fbem-26827	102	25	]	]	X
fbem-26827	102	26	liu	liu	PROPN
fbem-26827	102	27	tao	tao	PROPN
fbem-26827	102	28	,	,	PUNCT
fbem-26827	102	29	li	li	PROPN
fbem-26827	102	30	jia	jia	PROPN
fbem-26827	102	31	(	(	PUNCT
fbem-26827	102	32	2019	2019	NUM
fbem-26827	102	33	)	)	PUNCT
fbem-26827	102	34	.	.	PUNCT
fbem-26827	103	1	research	research	NOUN
fbem-26827	103	2	on	on	ADP
fbem-26827	103	3	the	the	DET
fbem-26827	103	4	impact	impact	NOUN
fbem-26827	103	5	of	of	ADP
fbem-26827	103	6	digital	digital	ADJ
fbem-26827	103	7	procurement	procurement	NOUN
fbem-26827	103	8	management	management	NOUN
fbem-26827	103	9	on	on	ADP
fbem-26827	103	10	enterprise	enterprise	NOUN
fbem-26827	103	11	competitiveness	competitiveness	NOUN
fbem-26827	103	12	modernization	modernization	NOUN
fbem-26827	103	13	of	of	ADP
fbem-26827	103	14	shopping	shopping	NOUN
fbem-26827	103	15	malls	mall	NOUN
fbem-26827	103	16	,	,	PUNCT
fbem-26827	103	17	(	(	PUNCT
fbem-26827	103	18	23	23	NUM
fbem-26827	103	19	)	)	PUNCT
fbem-26827	103	20	,	,	PUNCT
fbem-26827	103	21	54	54	NUM
fbem-26827	103	22	-	-	SYM
fbem-26827	103	23	56	56	NUM
fbem-26827	103	24	159	159	NUM
fbem-26827	103	25	[	[	SYM
fbem-26827	103	26	8	8	NUM
fbem-26827	103	27	]	]	X
fbem-26827	103	28	chen	chen	PROPN
fbem-26827	103	29	rong	rong	PROPN
fbem-26827	103	30	,	,	PUNCT
fbem-26827	103	31	wang	wang	PROPN
fbem-26827	103	32	wenjie	wenjie	PROPN
fbem-26827	103	33	(	(	PUNCT
fbem-26827	103	34	2021	2021	NUM
fbem-26827	103	35	)	)	PUNCT
fbem-26827	103	36	.	.	PUNCT
fbem-26827	104	1	the	the	DET
fbem-26827	104	2	digital	digital	ADJ
fbem-26827	104	3	management	management	NOUN
fbem-26827	104	4	model	model	NOUN
fbem-26827	104	5	and	and	CCONJ
fbem-26827	104	6	its	its	PRON
fbem-26827	104	7	application	application	NOUN
fbem-26827	104	8	in	in	ADP
fbem-26827	104	9	supply	supply	NOUN
fbem-26827	104	10	chain	chain	NOUN
fbem-26827	104	11	finance	finance	NOUN
fbem-26827	104	12	modern	modern	ADJ
fbem-26827	104	13	management	management	NOUN
fbem-26827	104	14	science	science	NOUN
fbem-26827	104	15	,	,	PUNCT
fbem-26827	104	16	(	(	PUNCT
fbem-26827	104	17	3	3	NUM
fbem-26827	104	18	)	)	PUNCT
fbem-26827	104	19	,	,	PUNCT
fbem-26827	104	20	102	102	NUM
fbem-26827	104	21	-	-	SYM
fbem-26827	104	22	105	105	NUM
fbem-26827	104	23	[	[	X
fbem-26827	104	24	9	9	NUM
fbem-26827	104	25	]	]	X
fbem-26827	104	26	zhou	zhou	PROPN
fbem-26827	104	27	yuping	yuping	PROPN
fbem-26827	104	28	,	,	PUNCT
fbem-26827	104	29	wang	wang	PROPN
fbem-26827	104	30	yali	yali	PROPN
fbem-26827	104	31	(	(	PUNCT
fbem-26827	104	32	2019	2019	NUM
fbem-26827	104	33	)	)	PUNCT
fbem-26827	104	34	.	.	PUNCT
fbem-26827	105	1	research	research	NOUN
fbem-26827	105	2	on	on	ADP
fbem-26827	105	3	the	the	DET
fbem-26827	105	4	construction	construction	NOUN
fbem-26827	105	5	and	and	CCONJ
fbem-26827	105	6	application	application	NOUN
fbem-26827	105	7	of	of	ADP
fbem-26827	105	8	intelligent	intelligent	ADJ
fbem-26827	105	9	procurement	procurement	NOUN
fbem-26827	105	10	system	system	NOUN
fbem-26827	105	11	logistics	logistic	NOUN
fbem-26827	105	12	technology	technology	NOUN
fbem-26827	105	13	,	,	PUNCT
fbem-26827	105	14	42	42	NUM
fbem-26827	105	15	(	(	PUNCT
fbem-26827	105	16	10	10	NUM
fbem-26827	105	17	)	)	PUNCT
fbem-26827	105	18	,	,	PUNCT
fbem-26827	105	19	75	75	NUM
fbem-26827	105	20	-	-	SYM
fbem-26827	105	21	78	78	NUM
fbem-26827	106	1	[	[	X
fbem-26827	106	2	10	10	NUM
fbem-26827	106	3	]	]	X
fbem-26827	106	4	li	li	PROPN
fbem-26827	106	5	yanan	yanan	PROPN
fbem-26827	106	6	,	,	PUNCT
fbem-26827	106	7	wei	wei	PROPN
fbem-26827	106	8	kai	kai	PROPN
fbem-26827	106	9	(	(	PUNCT
fbem-26827	106	10	2020	2020	NUM
fbem-26827	106	11	)	)	PUNCT
fbem-26827	106	12	.	.	PUNCT
fbem-26827	107	1	the	the	DET
fbem-26827	107	2	transformation	transformation	NOUN
fbem-26827	107	3	of	of	ADP
fbem-26827	107	4	procurement	procurement	NOUN
fbem-26827	107	5	management	management	NOUN
fbem-26827	107	6	in	in	ADP
fbem-26827	107	7	the	the	DET
fbem-26827	107	8	digital	digital	ADJ
fbem-26827	107	9	economy	economy	NOUN
fbem-26827	107	10	era	era	NOUN
fbem-26827	107	11	finance	finance	NOUN
fbem-26827	107	12	and	and	CCONJ
fbem-26827	107	13	accounting	account	VERB
fbem-26827	107	14	monthly	monthly	ADV
fbem-26827	107	15	,	,	PUNCT
fbem-26827	107	16	(	(	PUNCT
fbem-26827	107	17	12	12	NUM
fbem-26827	107	18	)	)	PUNCT
fbem-26827	107	19	,	,	PUNCT
fbem-26827	107	20	89	89	NUM
fbem-26827	107	21	-	-	SYM
fbem-26827	107	22	92	92	NUM