id	sid	tid	token	lemma	pos
fbem-29262	1	1	frontiers	frontier	NOUN
fbem-29262	1	2	in	in	ADP
fbem-29262	1	3	business	business	NOUN
fbem-29262	1	4	,	,	PUNCT
fbem-29262	1	5	economics	economic	NOUN
fbem-29262	1	6	and	and	CCONJ
fbem-29262	1	7	management	management	NOUN
fbem-29262	1	8	issn	issn	PROPN
fbem-29262	1	9	:	:	PUNCT
fbem-29262	1	10	2766	2766	NUM
fbem-29262	1	11	-	-	PUNCT
fbem-29262	1	12	824x	824x	NUM
fbem-29262	1	13	|	|	ADJ
fbem-29262	1	14	vol	vol	NOUN
fbem-29262	1	15	.	.	PROPN
fbem-29262	1	16	18	18	NUM
fbem-29262	1	17	,	,	PUNCT
fbem-29262	1	18	no	no	INTJ
fbem-29262	1	19	.	.	NOUN
fbem-29262	1	20	1	1	NUM
fbem-29262	1	21	,	,	PUNCT
fbem-29262	1	22	2025	2025	NUM
fbem-29262	1	23	146	146	NUM
fbem-29262	1	24	data	data	NOUN
fbem-29262	1	25	-	-	PUNCT
fbem-29262	1	26	driven	drive	VERB
fbem-29262	1	27	enterprise	enterprise	NOUN
fbem-29262	1	28	financial	financial	ADJ
fbem-29262	1	29	management	management	NOUN
fbem-29262	1	30	intelligent	intelligent	ADJ
fbem-29262	1	31	transformation	transformation	NOUN
fbem-29262	1	32	path	path	NOUN
fbem-29262	1	33	analysis	analysis	NOUN
fbem-29262	1	34	xieshu	xieshu	PROPN
fbem-29262	1	35	pan	pan	PROPN
fbem-29262	1	36	china	china	PROPN
fbem-29262	1	37	tower	tower	PROPN
fbem-29262	1	38	corp	corp	PROPN
fbem-29262	1	39	.	.	PROPN
fbem-29262	1	40	branch	branch	PROPN
fbem-29262	1	41	in	in	ADP
fbem-29262	1	42	beijing	beijing	PROPN
fbem-29262	1	43	,	,	PUNCT
fbem-29262	1	44	beijing	beijing	PROPN
fbem-29262	1	45	,	,	PUNCT
fbem-29262	1	46	china	china	PROPN
fbem-29262	1	47	gongzuo1232024@126.com	gongzuo1232024@126.com	X
fbem-29262	1	48	abstract	abstract	NOUN
fbem-29262	1	49	:	:	PUNCT
fbem-29262	1	50	in	in	ADP
fbem-29262	1	51	the	the	DET
fbem-29262	1	52	digital	digital	ADJ
fbem-29262	1	53	economy	economy	NOUN
fbem-29262	1	54	era	era	NOUN
fbem-29262	1	55	,	,	PUNCT
fbem-29262	1	56	the	the	DET
fbem-29262	1	57	intelligent	intelligent	ADJ
fbem-29262	1	58	transformation	transformation	NOUN
fbem-29262	1	59	of	of	ADP
fbem-29262	1	60	enterprise	enterprise	NOUN
fbem-29262	1	61	financial	financial	ADJ
fbem-29262	1	62	management	management	NOUN
fbem-29262	1	63	has	have	AUX
fbem-29262	1	64	become	become	VERB
fbem-29262	1	65	a	a	DET
fbem-29262	1	66	key	key	ADJ
fbem-29262	1	67	measure	measure	NOUN
fbem-29262	1	68	to	to	PART
fbem-29262	1	69	enhance	enhance	VERB
fbem-29262	1	70	enterprise	enterprise	NOUN
fbem-29262	1	71	competitiveness	competitiveness	NOUN
fbem-29262	1	72	.	.	PUNCT
fbem-29262	2	1	based	base	VERB
fbem-29262	2	2	on	on	ADP
fbem-29262	2	3	the	the	DET
fbem-29262	2	4	data	data	NOUN
fbem-29262	2	5	-	-	PUNCT
fbem-29262	2	6	driven	drive	VERB
fbem-29262	2	7	perspective	perspective	NOUN
fbem-29262	2	8	,	,	PUNCT
fbem-29262	2	9	this	this	DET
fbem-29262	2	10	paper	paper	NOUN
fbem-29262	2	11	systematically	systematically	ADV
fbem-29262	2	12	analyzes	analyze	VERB
fbem-29262	2	13	the	the	DET
fbem-29262	2	14	theoretical	theoretical	ADJ
fbem-29262	2	15	basis	basis	NOUN
fbem-29262	2	16	and	and	CCONJ
fbem-29262	2	17	technical	technical	ADJ
fbem-29262	2	18	support	support	NOUN
fbem-29262	2	19	of	of	ADP
fbem-29262	2	20	enterprise	enterprise	NOUN
fbem-29262	2	21	financial	financial	ADJ
fbem-29262	2	22	management	management	NOUN
fbem-29262	2	23	intelligent	intelligent	ADJ
fbem-29262	2	24	transformation	transformation	NOUN
fbem-29262	2	25	,	,	PUNCT
fbem-29262	2	26	and	and	CCONJ
fbem-29262	2	27	deeply	deeply	ADV
fbem-29262	2	28	discusses	discuss	VERB
fbem-29262	2	29	the	the	DET
fbem-29262	2	30	main	main	ADJ
fbem-29262	2	31	challenges	challenge	NOUN
fbem-29262	2	32	faced	face	VERB
fbem-29262	2	33	by	by	ADP
fbem-29262	2	34	current	current	ADJ
fbem-29262	2	35	enterprise	enterprise	NOUN
fbem-29262	2	36	financial	financial	ADJ
fbem-29262	2	37	management	management	NOUN
fbem-29262	2	38	in	in	ADP
fbem-29262	2	39	intelligent	intelligent	ADJ
fbem-29262	2	40	transformation	transformation	NOUN
fbem-29262	2	41	,	,	PUNCT
fbem-29262	2	42	such	such	ADJ
fbem-29262	2	43	as	as	ADP
fbem-29262	2	44	technical	technical	ADJ
fbem-29262	2	45	investment	investment	NOUN
fbem-29262	2	46	,	,	PUNCT
fbem-29262	2	47	talent	talent	NOUN
fbem-29262	2	48	reserve	reserve	NOUN
fbem-29262	2	49	,	,	PUNCT
fbem-29262	2	50	and	and	CCONJ
fbem-29262	2	51	data	datum	NOUN
fbem-29262	2	52	standardization	standardization	NOUN
fbem-29262	2	53	.	.	PUNCT
fbem-29262	3	1	the	the	DET
fbem-29262	3	2	research	research	NOUN
fbem-29262	3	3	constructs	construct	VERB
fbem-29262	3	4	an	an	DET
fbem-29262	3	5	enterprise	enterprise	NOUN
fbem-29262	3	6	financial	financial	ADJ
fbem-29262	3	7	management	management	NOUN
fbem-29262	3	8	intelligent	intelligent	ADJ
fbem-29262	3	9	transformation	transformation	NOUN
fbem-29262	3	10	path	path	NOUN
fbem-29262	3	11	that	that	PRON
fbem-29262	3	12	includes	include	VERB
fbem-29262	3	13	overall	overall	ADJ
fbem-29262	3	14	framework	framework	NOUN
fbem-29262	3	15	design	design	NOUN
fbem-29262	3	16	,	,	PUNCT
fbem-29262	3	17	key	key	ADJ
fbem-29262	3	18	technology	technology	NOUN
fbem-29262	3	19	application	application	NOUN
fbem-29262	3	20	,	,	PUNCT
fbem-29262	3	21	process	process	NOUN
fbem-29262	3	22	optimization	optimization	NOUN
fbem-29262	3	23	,	,	PUNCT
fbem-29262	3	24	risk	risk	NOUN
fbem-29262	3	25	control	control	NOUN
fbem-29262	3	26	,	,	PUNCT
fbem-29262	3	27	and	and	CCONJ
fbem-29262	3	28	performance	performance	NOUN
fbem-29262	3	29	evaluation	evaluation	NOUN
fbem-29262	3	30	.	.	PUNCT
fbem-29262	4	1	practice	practice	NOUN
fbem-29262	4	2	shows	show	VERB
fbem-29262	4	3	that	that	SCONJ
fbem-29262	4	4	data	data	NOUN
fbem-29262	4	5	-	-	PUNCT
fbem-29262	4	6	driven	drive	VERB
fbem-29262	4	7	intelligent	intelligent	ADJ
fbem-29262	4	8	transformation	transformation	NOUN
fbem-29262	4	9	can	can	AUX
fbem-29262	4	10	effectively	effectively	ADV
fbem-29262	4	11	improve	improve	VERB
fbem-29262	4	12	enterprise	enterprise	NOUN
fbem-29262	4	13	financial	financial	ADJ
fbem-29262	4	14	management	management	NOUN
fbem-29262	4	15	efficiency	efficiency	NOUN
fbem-29262	4	16	,	,	PUNCT
fbem-29262	4	17	reduce	reduce	VERB
fbem-29262	4	18	operating	operating	NOUN
fbem-29262	4	19	costs	cost	NOUN
fbem-29262	4	20	,	,	PUNCT
fbem-29262	4	21	and	and	CCONJ
fbem-29262	4	22	enhance	enhance	VERB
fbem-29262	4	23	risk	risk	NOUN
fbem-29262	4	24	control	control	NOUN
fbem-29262	4	25	capabilities	capability	NOUN
fbem-29262	4	26	.	.	PUNCT
fbem-29262	5	1	keywords	keyword	NOUN
fbem-29262	5	2	:	:	PUNCT
fbem-29262	5	3	data	datum	NOUN
fbem-29262	5	4	-	-	PUNCT
fbem-29262	5	5	driven	drive	VERB
fbem-29262	5	6	,	,	PUNCT
fbem-29262	5	7	financial	financial	ADJ
fbem-29262	5	8	management	management	NOUN
fbem-29262	5	9	,	,	PUNCT
fbem-29262	5	10	intelligent	intelligent	ADJ
fbem-29262	5	11	transformation	transformation	NOUN
fbem-29262	5	12	,	,	PUNCT
fbem-29262	5	13	risk	risk	NOUN
fbem-29262	5	14	control	control	NOUN
fbem-29262	5	15	,	,	PUNCT
fbem-29262	5	16	performance	performance	NOUN
fbem-29262	5	17	evaluation	evaluation	NOUN
fbem-29262	5	18	.	.	PUNCT
fbem-29262	6	1	1	1	X
fbem-29262	6	2	.	.	X
fbem-29262	6	3	introduction	introduction	NOUN
fbem-29262	6	4	in	in	ADP
fbem-29262	6	5	the	the	DET
fbem-29262	6	6	digital	digital	ADJ
fbem-29262	6	7	economy	economy	NOUN
fbem-29262	6	8	era	era	NOUN
fbem-29262	6	9	,	,	PUNCT
fbem-29262	6	10	the	the	DET
fbem-29262	6	11	rapid	rapid	ADJ
fbem-29262	6	12	development	development	NOUN
fbem-29262	6	13	of	of	ADP
fbem-29262	6	14	new	new	ADJ
fbem-29262	6	15	technologies	technology	NOUN
fbem-29262	6	16	such	such	ADJ
fbem-29262	6	17	as	as	ADP
fbem-29262	6	18	big	big	ADJ
fbem-29262	6	19	data	datum	NOUN
fbem-29262	6	20	,	,	PUNCT
fbem-29262	6	21	artificial	artificial	ADJ
fbem-29262	6	22	intelligence	intelligence	NOUN
fbem-29262	6	23	,	,	PUNCT
fbem-29262	6	24	and	and	CCONJ
fbem-29262	6	25	cloud	cloud	NOUN
fbem-29262	6	26	computing	computing	NOUN
fbem-29262	6	27	is	be	AUX
fbem-29262	6	28	profoundly	profoundly	ADV
fbem-29262	6	29	changing	change	VERB
fbem-29262	6	30	the	the	DET
fbem-29262	6	31	enterprise	enterprise	NOUN
fbem-29262	6	32	management	management	NOUN
fbem-29262	6	33	mode	mode	NOUN
fbem-29262	6	34	.	.	PUNCT
fbem-29262	7	1	as	as	ADP
fbem-29262	7	2	a	a	DET
fbem-29262	7	3	core	core	NOUN
fbem-29262	7	4	function	function	NOUN
fbem-29262	7	5	of	of	ADP
fbem-29262	7	6	the	the	DET
fbem-29262	7	7	enterprise	enterprise	NOUN
fbem-29262	7	8	,	,	PUNCT
fbem-29262	7	9	the	the	DET
fbem-29262	7	10	intelligent	intelligent	ADJ
fbem-29262	7	11	transformation	transformation	NOUN
fbem-29262	7	12	of	of	ADP
fbem-29262	7	13	financial	financial	ADJ
fbem-29262	7	14	management	management	NOUN
fbem-29262	7	15	is	be	AUX
fbem-29262	7	16	crucial	crucial	ADJ
fbem-29262	7	17	to	to	PART
fbem-29262	7	18	enhance	enhance	VERB
fbem-29262	7	19	enterprise	enterprise	NOUN
fbem-29262	7	20	competitiveness	competitiveness	NOUN
fbem-29262	7	21	and	and	CCONJ
fbem-29262	7	22	value	value	NOUN
fbem-29262	7	23	creation	creation	NOUN
fbem-29262	7	24	capabilities	capability	NOUN
fbem-29262	7	25	.	.	PUNCT
fbem-29262	8	1	the	the	DET
fbem-29262	8	2	traditional	traditional	ADJ
fbem-29262	8	3	financial	financial	ADJ
fbem-29262	8	4	management	management	NOUN
fbem-29262	8	5	mode	mode	NOUN
fbem-29262	8	6	has	have	VERB
fbem-29262	8	7	problems	problem	NOUN
fbem-29262	8	8	such	such	ADJ
fbem-29262	8	9	as	as	ADP
fbem-29262	8	10	low	low	ADJ
fbem-29262	8	11	efficiency	efficiency	NOUN
fbem-29262	8	12	,	,	PUNCT
fbem-29262	8	13	scattered	scatter	VERB
fbem-29262	8	14	data	datum	NOUN
fbem-29262	8	15	,	,	PUNCT
fbem-29262	8	16	and	and	CCONJ
fbem-29262	8	17	inadequate	inadequate	ADJ
fbem-29262	8	18	risk	risk	NOUN
fbem-29262	8	19	control	control	NOUN
fbem-29262	8	20	,	,	PUNCT
fbem-29262	8	21	which	which	PRON
fbem-29262	8	22	can	can	AUX
fbem-29262	8	23	no	no	ADV
fbem-29262	8	24	longer	long	ADV
fbem-29262	8	25	meet	meet	VERB
fbem-29262	8	26	the	the	DET
fbem-29262	8	27	needs	need	NOUN
fbem-29262	8	28	of	of	ADP
fbem-29262	8	29	modern	modern	ADJ
fbem-29262	8	30	enterprise	enterprise	NOUN
fbem-29262	8	31	development	development	NOUN
fbem-29262	8	32	.	.	PUNCT
fbem-29262	9	1	the	the	DET
fbem-29262	9	2	intelligent	intelligent	ADJ
fbem-29262	9	3	transformation	transformation	NOUN
fbem-29262	9	4	of	of	ADP
fbem-29262	9	5	enterprise	enterprise	NOUN
fbem-29262	9	6	financial	financial	ADJ
fbem-29262	9	7	management	management	NOUN
fbem-29262	9	8	is	be	AUX
fbem-29262	9	9	an	an	DET
fbem-29262	9	10	inevitable	inevitable	ADJ
fbem-29262	9	11	choice	choice	NOUN
fbem-29262	9	12	to	to	PART
fbem-29262	9	13	adapt	adapt	VERB
fbem-29262	9	14	to	to	ADP
fbem-29262	9	15	the	the	DET
fbem-29262	9	16	digital	digital	ADJ
fbem-29262	9	17	wave	wave	NOUN
fbem-29262	9	18	,	,	PUNCT
fbem-29262	9	19	but	but	CCONJ
fbem-29262	9	20	enterprises	enterprise	NOUN
fbem-29262	9	21	still	still	ADV
fbem-29262	9	22	face	face	VERB
fbem-29262	9	23	many	many	ADJ
fbem-29262	9	24	challenges	challenge	NOUN
fbem-29262	9	25	in	in	ADP
fbem-29262	9	26	the	the	DET
fbem-29262	9	27	transformation	transformation	NOUN
fbem-29262	9	28	process	process	NOUN
fbem-29262	9	29	.	.	PUNCT
fbem-29262	10	1	this	this	DET
fbem-29262	10	2	research	research	NOUN
fbem-29262	10	3	starts	start	VERB
fbem-29262	10	4	from	from	ADP
fbem-29262	10	5	the	the	DET
fbem-29262	10	6	data	data	NOUN
fbem-29262	10	7	-	-	PUNCT
fbem-29262	10	8	driven	drive	VERB
fbem-29262	10	9	perspective	perspective	NOUN
fbem-29262	10	10	and	and	CCONJ
fbem-29262	10	11	systematically	systematically	ADV
fbem-29262	10	12	explores	explore	VERB
fbem-29262	10	13	the	the	DET
fbem-29262	10	14	theoretical	theoretical	ADJ
fbem-29262	10	15	basis	basis	NOUN
fbem-29262	10	16	,	,	PUNCT
fbem-29262	10	17	key	key	ADJ
fbem-29262	10	18	technology	technology	NOUN
fbem-29262	10	19	application	application	NOUN
fbem-29262	10	20	,	,	PUNCT
fbem-29262	10	21	and	and	CCONJ
fbem-29262	10	22	implementation	implementation	NOUN
fbem-29262	10	23	path	path	NOUN
fbem-29262	10	24	of	of	ADP
fbem-29262	10	25	enterprise	enterprise	NOUN
fbem-29262	10	26	financial	financial	ADJ
fbem-29262	10	27	management	management	NOUN
fbem-29262	10	28	intelligent	intelligent	ADJ
fbem-29262	10	29	transformation	transformation	NOUN
fbem-29262	10	30	,	,	PUNCT
fbem-29262	10	31	aiming	aim	VERB
fbem-29262	10	32	to	to	PART
fbem-29262	10	33	provide	provide	VERB
fbem-29262	10	34	theoretical	theoretical	ADJ
fbem-29262	10	35	guidance	guidance	NOUN
fbem-29262	10	36	and	and	CCONJ
fbem-29262	10	37	practical	practical	ADJ
fbem-29262	10	38	reference	reference	NOUN
fbem-29262	10	39	for	for	ADP
fbem-29262	10	40	enterprise	enterprise	NOUN
fbem-29262	10	41	financial	financial	ADJ
fbem-29262	10	42	management	management	NOUN
fbem-29262	10	43	intelligent	intelligent	ADJ
fbem-29262	10	44	transformation	transformation	NOUN
fbem-29262	10	45	,	,	PUNCT
fbem-29262	10	46	which	which	PRON
fbem-29262	10	47	has	have	VERB
fbem-29262	10	48	important	important	ADJ
fbem-29262	10	49	theoretical	theoretical	ADJ
fbem-29262	10	50	value	value	NOUN
fbem-29262	10	51	and	and	CCONJ
fbem-29262	10	52	practical	practical	ADJ
fbem-29262	10	53	significance	significance	NOUN
fbem-29262	10	54	.	.	PUNCT
fbem-29262	11	1	2	2	X
fbem-29262	11	2	.	.	X
fbem-29262	11	3	theoretical	theoretical	ADJ
fbem-29262	11	4	basis	basis	NOUN
fbem-29262	11	5	and	and	CCONJ
fbem-29262	11	6	literature	literature	NOUN
fbem-29262	11	7	review	review	NOUN
fbem-29262	11	8	of	of	ADP
fbem-29262	11	9	enterprise	enterprise	NOUN
fbem-29262	11	10	financial	financial	ADJ
fbem-29262	11	11	management	management	NOUN
fbem-29262	11	12	intelligent	intelligent	ADJ
fbem-29262	11	13	transformation	transformation	NOUN
fbem-29262	11	14	figure	figure	NOUN
fbem-29262	11	15	1	1	NUM
fbem-29262	11	16	.	.	PUNCT
fbem-29262	11	17	intelligent	intelligent	ADJ
fbem-29262	11	18	technology	technology	NOUN
fbem-29262	11	19	application	application	NOUN
fbem-29262	11	20	effect	effect	NOUN
fbem-29262	11	21	the	the	DET
fbem-29262	11	22	intelligent	intelligent	ADJ
fbem-29262	11	23	transformation	transformation	NOUN
fbem-29262	11	24	of	of	ADP
fbem-29262	11	25	enterprise	enterprise	NOUN
fbem-29262	11	26	financial	financial	ADJ
fbem-29262	11	27	management	management	NOUN
fbem-29262	11	28	is	be	AUX
fbem-29262	11	29	based	base	VERB
fbem-29262	11	30	on	on	ADP
fbem-29262	11	31	a	a	DET
fbem-29262	11	32	multi	multi	ADJ
fbem-29262	11	33	-	-	ADJ
fbem-29262	11	34	level	level	ADJ
fbem-29262	11	35	theoretical	theoretical	ADJ
fbem-29262	11	36	system	system	NOUN
fbem-29262	11	37	.	.	PUNCT
fbem-29262	12	1	financial	financial	ADJ
fbem-29262	12	2	management	management	NOUN
fbem-29262	12	3	theory	theory	NOUN
fbem-29262	12	4	,	,	PUNCT
fbem-29262	12	5	digital	digital	ADJ
fbem-29262	12	6	transformation	transformation	NOUN
fbem-29262	12	7	theory	theory	NOUN
fbem-29262	12	8	,	,	PUNCT
fbem-29262	12	9	and	and	CCONJ
fbem-29262	12	10	intelligent	intelligent	ADJ
fbem-29262	12	11	management	management	NOUN
fbem-29262	12	12	theory	theory	NOUN
fbem-29262	12	13	form	form	VERB
fbem-29262	12	14	its	its	PRON
fbem-29262	12	15	core	core	NOUN
fbem-29262	12	16	theoretical	theoretical	ADJ
fbem-29262	12	17	basis	basis	NOUN
fbem-29262	13	1	[	[	X
fbem-29262	13	2	1	1	NUM
fbem-29262	13	3	]	]	PUNCT
fbem-29262	13	4	.	.	PUNCT
fbem-29262	14	1	modern	modern	ADJ
fbem-29262	14	2	financial	financial	ADJ
fbem-29262	14	3	management	management	NOUN
fbem-29262	14	4	theory	theory	NOUN
fbem-29262	14	5	emphasizes	emphasize	VERB
fbem-29262	14	6	the	the	DET
fbem-29262	14	7	balance	balance	NOUN
fbem-29262	14	8	between	between	ADP
fbem-29262	14	9	value	value	NOUN
fbem-29262	14	10	creation	creation	NOUN
fbem-29262	14	11	and	and	CCONJ
fbem-29262	14	12	risk	risk	NOUN
fbem-29262	14	13	control	control	NOUN
fbem-29262	14	14	;	;	PUNCT
fbem-29262	14	15	digital	digital	ADJ
fbem-29262	14	16	transformation	transformation	NOUN
fbem-29262	14	17	theory	theory	NOUN
fbem-29262	14	18	provides	provide	VERB
fbem-29262	14	19	a	a	DET
fbem-29262	14	20	systematic	systematic	ADJ
fbem-29262	14	21	change	change	NOUN
fbem-29262	14	22	idea	idea	NOUN
fbem-29262	14	23	including	include	VERB
fbem-29262	14	24	business	business	NOUN
fbem-29262	14	25	process	process	NOUN
fbem-29262	14	26	reorganization	reorganization	NOUN
fbem-29262	14	27	,	,	PUNCT
fbem-29262	14	28	organizational	organizational	ADJ
fbem-29262	14	29	structure	structure	NOUN
fbem-29262	14	30	optimization	optimization	NOUN
fbem-29262	14	31	,	,	PUNCT
fbem-29262	14	32	and	and	CCONJ
fbem-29262	14	33	management	management	NOUN
fbem-29262	14	34	mode	mode	NOUN
fbem-29262	14	35	innovation	innovation	NOUN
fbem-29262	14	36	;	;	PUNCT
fbem-29262	14	37	intelligent	intelligent	ADJ
fbem-29262	14	38	management	management	NOUN
fbem-29262	14	39	theory	theory	NOUN
fbem-29262	14	40	integrates	integrate	VERB
fbem-29262	14	41	artificial	artificial	ADJ
fbem-29262	14	42	intelligence	intelligence	NOUN
fbem-29262	14	43	,	,	PUNCT
fbem-29262	14	44	big	big	ADJ
fbem-29262	14	45	data	datum	NOUN
fbem-29262	14	46	,	,	PUNCT
fbem-29262	14	47	and	and	CCONJ
fbem-29262	14	48	other	other	ADJ
fbem-29262	14	49	technical	technical	ADJ
fbem-29262	14	50	elements	element	NOUN
fbem-29262	14	51	,	,	PUNCT
fbem-29262	14	52	forming	form	VERB
fbem-29262	14	53	a	a	DET
fbem-29262	14	54	modern	modern	ADJ
fbem-29262	14	55	management	management	NOUN
fbem-29262	14	56	paradigm	paradigm	NOUN
fbem-29262	14	57	characterized	characterize	VERB
fbem-29262	14	58	by	by	ADP
fbem-29262	14	59	data	datum	NOUN
fbem-29262	14	60	-	-	PUNCT
fbem-29262	14	61	driven	drive	VERB
fbem-29262	14	62	and	and	CCONJ
fbem-29262	14	63	intelligent	intelligent	ADJ
fbem-29262	14	64	decision	decision	NOUN
fbem-29262	14	65	-	-	PUNCT
fbem-29262	14	66	making	making	NOUN
fbem-29262	14	67	[	[	X
fbem-29262	14	68	2	2	NUM
fbem-29262	14	69	]	]	PUNCT
fbem-29262	14	70	.	.	PUNCT
fbem-29262	15	1	in	in	ADP
fbem-29262	15	2	terms	term	NOUN
fbem-29262	15	3	of	of	ADP
fbem-29262	15	4	research	research	NOUN
fbem-29262	15	5	status	status	NOUN
fbem-29262	15	6	,	,	PUNCT
fbem-29262	15	7	foreign	foreign	ADJ
fbem-29262	15	8	scholars	scholar	NOUN
fbem-29262	15	9	have	have	AUX
fbem-29262	15	10	laid	lay	VERB
fbem-29262	15	11	out	out	ADP
fbem-29262	15	12	earlier	early	ADV
fbem-29262	15	13	,	,	PUNCT
fbem-29262	15	14	focusing	focus	VERB
fbem-29262	15	15	on	on	ADP
fbem-29262	15	16	intelligent	intelligent	ADJ
fbem-29262	15	17	algorithm	algorithm	NOUN
fbem-29262	15	18	development	development	NOUN
fbem-29262	15	19	,	,	PUNCT
fbem-29262	15	20	financial	financial	ADJ
fbem-29262	15	21	data	datum	NOUN
fbem-29262	15	22	mining	mining	NOUN
fbem-29262	15	23	,	,	PUNCT
fbem-29262	15	24	and	and	CCONJ
fbem-29262	15	25	predictive	predictive	ADJ
fbem-29262	15	26	model	model	NOUN
fbem-29262	15	27	construction	construction	NOUN
fbem-29262	15	28	;	;	PUNCT
fbem-29262	15	29	domestic	domestic	ADJ
fbem-29262	15	30	research	research	NOUN
fbem-29262	15	31	focuses	focus	VERB
fbem-29262	15	32	on	on	ADP
fbem-29262	15	33	practical	practical	ADJ
fbem-29262	15	34	application	application	NOUN
fbem-29262	15	35	,	,	PUNCT
fbem-29262	15	36	exploring	explore	VERB
fbem-29262	15	37	transformation	transformation	NOUN
fbem-29262	15	38	paths	path	NOUN
fbem-29262	15	39	,	,	PUNCT
fbem-29262	15	40	risk	risk	NOUN
fbem-29262	15	41	control	control	NOUN
fbem-29262	15	42	,	,	PUNCT
fbem-29262	15	43	and	and	CCONJ
fbem-29262	15	44	performance	performance	NOUN
fbem-29262	15	45	evaluation	evaluation	NOUN
fbem-29262	15	46	,	,	PUNCT
fbem-29262	15	47	and	and	CCONJ
fbem-29262	15	48	has	have	AUX
fbem-29262	15	49	achieved	achieve	VERB
fbem-29262	15	50	147	147	NUM
fbem-29262	15	51	significant	significant	ADJ
fbem-29262	15	52	results	result	NOUN
fbem-29262	15	53	in	in	ADP
fbem-29262	15	54	financial	financial	ADJ
fbem-29262	15	55	sharing	sharing	NOUN
fbem-29262	15	56	services	service	NOUN
fbem-29262	15	57	,	,	PUNCT
fbem-29262	15	58	intelligent	intelligent	ADJ
fbem-29262	15	59	financial	financial	ADJ
fbem-29262	15	60	robots	robot	NOUN
fbem-29262	15	61	,	,	PUNCT
fbem-29262	15	62	and	and	CCONJ
fbem-29262	15	63	other	other	ADJ
fbem-29262	15	64	fields	field	NOUN
fbem-29262	15	65	[	[	X
fbem-29262	15	66	3	3	NUM
fbem-29262	15	67	]	]	PUNCT
fbem-29262	15	68	.	.	PUNCT
fbem-29262	16	1	in	in	ADP
fbem-29262	16	2	terms	term	NOUN
fbem-29262	16	3	of	of	ADP
fbem-29262	16	4	technical	technical	ADJ
fbem-29262	16	5	support	support	NOUN
fbem-29262	16	6	,	,	PUNCT
fbem-29262	16	7	the	the	DET
fbem-29262	16	8	fusion	fusion	NOUN
fbem-29262	16	9	application	application	NOUN
fbem-29262	16	10	of	of	ADP
fbem-29262	16	11	big	big	ADJ
fbem-29262	16	12	data	datum	NOUN
fbem-29262	16	13	,	,	PUNCT
fbem-29262	16	14	artificial	artificial	ADJ
fbem-29262	16	15	intelligence	intelligence	NOUN
fbem-29262	16	16	,	,	PUNCT
fbem-29262	16	17	cloud	cloud	NOUN
fbem-29262	16	18	computing	computing	NOUN
fbem-29262	16	19	,	,	PUNCT
fbem-29262	16	20	and	and	CCONJ
fbem-29262	16	21	blockchain	blockchain	PROPN
fbem-29262	16	22	technology	technology	PROPN
fbem-29262	16	23	provides	provide	VERB
fbem-29262	16	24	strong	strong	ADJ
fbem-29262	16	25	support	support	NOUN
fbem-29262	16	26	for	for	ADP
fbem-29262	16	27	intelligent	intelligent	ADJ
fbem-29262	16	28	transformation	transformation	NOUN
fbem-29262	16	29	[	[	X
fbem-29262	16	30	4	4	NUM
fbem-29262	16	31	]	]	PUNCT
fbem-29262	16	32	.	.	PUNCT
fbem-29262	17	1	according	accord	VERB
fbem-29262	17	2	to	to	ADP
fbem-29262	17	3	idc	idc	PROPN
fbem-29262	17	4	statistics	statistics	PROPN
fbem-29262	17	5	,	,	PUNCT
fbem-29262	17	6	the	the	DET
fbem-29262	17	7	global	global	ADJ
fbem-29262	17	8	enterprise	enterprise	NOUN
fbem-29262	17	9	technology	technology	NOUN
fbem-29262	17	10	investment	investment	NOUN
fbem-29262	17	11	in	in	ADP
fbem-29262	17	12	financial	financial	ADJ
fbem-29262	17	13	intelligent	intelligent	ADJ
fbem-29262	17	14	transformation	transformation	NOUN
fbem-29262	17	15	is	be	AUX
fbem-29262	17	16	expected	expect	VERB
fbem-29262	17	17	to	to	PART
fbem-29262	17	18	reach	reach	VERB
fbem-29262	17	19	$	$	SYM
fbem-29262	17	20	275	275	NUM
fbem-29262	17	21	billion	billion	NUM
fbem-29262	17	22	in	in	ADP
fbem-29262	17	23	2024	2024	NUM
fbem-29262	17	24	,	,	PUNCT
fbem-29262	17	25	and	and	CCONJ
fbem-29262	17	26	various	various	ADJ
fbem-29262	17	27	technologies	technology	NOUN
fbem-29262	17	28	have	have	AUX
fbem-29262	17	29	shown	show	VERB
fbem-29262	17	30	significant	significant	ADJ
fbem-29262	17	31	effects	effect	NOUN
fbem-29262	17	32	in	in	ADP
fbem-29262	17	33	financial	financial	ADJ
fbem-29262	17	34	data	datum	NOUN
fbem-29262	17	35	processing	processing	NOUN
fbem-29262	17	36	efficiency	efficiency	NOUN
fbem-29262	17	37	,	,	PUNCT
fbem-29262	17	38	security	security	NOUN
fbem-29262	17	39	,	,	PUNCT
fbem-29262	17	40	and	and	CCONJ
fbem-29262	17	41	cost	cost	NOUN
fbem-29262	17	42	control	control	NOUN
fbem-29262	17	43	,	,	PUNCT
fbem-29262	17	44	as	as	SCONJ
fbem-29262	17	45	shown	show	VERB
fbem-29262	17	46	in	in	ADP
fbem-29262	17	47	figure	figure	NOUN
fbem-29262	17	48	1	1	NUM
fbem-29262	17	49	.	.	NOUN
fbem-29262	18	1	3	3	X
fbem-29262	18	2	.	.	X
fbem-29262	18	3	current	current	ADJ
fbem-29262	18	4	status	status	NOUN
fbem-29262	18	5	analysis	analysis	NOUN
fbem-29262	18	6	of	of	ADP
fbem-29262	18	7	enterprise	enterprise	NOUN
fbem-29262	18	8	financial	financial	ADJ
fbem-29262	18	9	management	management	NOUN
fbem-29262	18	10	intelligentization	intelligentization	NOUN
fbem-29262	18	11	3.1	3.1	NUM
fbem-29262	18	12	.	.	PUNCT
fbem-29262	19	1	current	current	ADJ
fbem-29262	19	2	status	status	NOUN
fbem-29262	19	3	of	of	ADP
fbem-29262	19	4	enterprise	enterprise	NOUN
fbem-29262	19	5	financial	financial	ADJ
fbem-29262	19	6	management	management	NOUN
fbem-29262	19	7	3.1.1	3.1.1	NUM
fbem-29262	19	8	.	.	PUNCT
fbem-29262	20	1	limitations	limitation	NOUN
fbem-29262	20	2	of	of	ADP
fbem-29262	20	3	traditional	traditional	ADJ
fbem-29262	20	4	financial	financial	ADJ
fbem-29262	20	5	management	management	NOUN
fbem-29262	20	6	mode	mode	NOUN
fbem-29262	20	7	according	accord	VERB
fbem-29262	20	8	to	to	ADP
fbem-29262	20	9	the	the	DET
fbem-29262	20	10	2023	2023	NUM
fbem-29262	20	11	china	china	PROPN
fbem-29262	20	12	enterprise	enterprise	NOUN
fbem-29262	20	13	financial	financial	ADJ
fbem-29262	20	14	management	management	NOUN
fbem-29262	20	15	survey	survey	NOUN
fbem-29262	20	16	report	report	NOUN
fbem-29262	20	17	,	,	PUNCT
fbem-29262	20	18	among	among	ADP
fbem-29262	20	19	the	the	DET
fbem-29262	20	20	5,000	5,000	NUM
fbem-29262	20	21	surveyed	survey	VERB
fbem-29262	20	22	enterprises	enterprise	NOUN
fbem-29262	20	23	,	,	PUNCT
fbem-29262	20	24	62	62	NUM
fbem-29262	20	25	%	%	NOUN
fbem-29262	20	26	still	still	ADV
fbem-29262	20	27	adopt	adopt	VERB
fbem-29262	20	28	traditional	traditional	ADJ
fbem-29262	20	29	financial	financial	ADJ
fbem-29262	20	30	management	management	NOUN
fbem-29262	20	31	modes	mode	NOUN
fbem-29262	20	32	.	.	PUNCT
fbem-29262	21	1	these	these	DET
fbem-29262	21	2	enterprises	enterprise	NOUN
fbem-29262	21	3	generally	generally	ADV
fbem-29262	21	4	face	face	VERB
fbem-29262	21	5	problems	problem	NOUN
fbem-29262	21	6	such	such	ADJ
fbem-29262	21	7	as	as	ADP
fbem-29262	21	8	low	low	ADJ
fbem-29262	21	9	data	datum	NOUN
fbem-29262	21	10	processing	processing	NOUN
fbem-29262	21	11	efficiency	efficiency	NOUN
fbem-29262	21	12	,	,	PUNCT
fbem-29262	21	13	scattered	scatter	VERB
fbem-29262	21	14	information	information	NOUN
fbem-29262	21	15	,	,	PUNCT
fbem-29262	21	16	and	and	CCONJ
fbem-29262	21	17	high	high	ADJ
fbem-29262	21	18	manual	manual	ADJ
fbem-29262	21	19	operation	operation	NOUN
fbem-29262	21	20	error	error	NOUN
fbem-29262	21	21	rates	rate	NOUN
fbem-29262	21	22	.	.	PUNCT
fbem-29262	22	1	data	datum	NOUN
fbem-29262	22	2	shows	show	VERB
fbem-29262	22	3	that	that	SCONJ
fbem-29262	22	4	under	under	ADP
fbem-29262	22	5	traditional	traditional	ADJ
fbem-29262	22	6	modes	mode	NOUN
fbem-29262	22	7	,	,	PUNCT
fbem-29262	22	8	financial	financial	ADJ
fbem-29262	22	9	personnel	personnel	NOUN
fbem-29262	22	10	spend	spend	VERB
fbem-29262	22	11	80	80	NUM
fbem-29262	22	12	%	%	NOUN
fbem-29262	22	13	of	of	ADP
fbem-29262	22	14	their	their	PRON
fbem-29262	22	15	time	time	NOUN
fbem-29262	22	16	on	on	ADP
fbem-29262	22	17	basic	basic	ADJ
fbem-29262	22	18	data	datum	NOUN
fbem-29262	22	19	processing	processing	NOUN
fbem-29262	22	20	work	work	NOUN
fbem-29262	22	21	,	,	PUNCT
fbem-29262	22	22	with	with	ADP
fbem-29262	22	23	only	only	ADV
fbem-29262	22	24	20	20	NUM
fbem-29262	22	25	%	%	NOUN
fbem-29262	22	26	of	of	ADP
fbem-29262	22	27	their	their	PRON
fbem-29262	22	28	time	time	NOUN
fbem-29262	22	29	used	use	VERB
fbem-29262	22	30	for	for	ADP
fbem-29262	22	31	analysis	analysis	NOUN
fbem-29262	22	32	and	and	CCONJ
fbem-29262	22	33	decision	decision	NOUN
fbem-29262	22	34	-	-	PUNCT
fbem-29262	22	35	making	making	NOUN
fbem-29262	22	36	.	.	PUNCT
fbem-29262	23	1	in	in	ADP
fbem-29262	23	2	terms	term	NOUN
fbem-29262	23	3	of	of	ADP
fbem-29262	23	4	cost	cost	NOUN
fbem-29262	23	5	control	control	NOUN
fbem-29262	23	6	,	,	PUNCT
fbem-29262	23	7	traditional	traditional	ADJ
fbem-29262	23	8	manual	manual	ADJ
fbem-29262	23	9	operation	operation	NOUN
fbem-29262	23	10	modes	mode	NOUN
fbem-29262	23	11	result	result	VERB
fbem-29262	23	12	in	in	ADP
fbem-29262	23	13	an	an	DET
fbem-29262	23	14	average	average	ADJ
fbem-29262	23	15	error	error	NOUN
fbem-29262	23	16	rate	rate	NOUN
fbem-29262	23	17	of	of	ADP
fbem-29262	23	18	3.2	3.2	NUM
fbem-29262	23	19	%	%	NOUN
fbem-29262	23	20	,	,	PUNCT
fbem-29262	23	21	directly	directly	ADV
fbem-29262	23	22	causing	cause	VERB
fbem-29262	23	23	economic	economic	ADJ
fbem-29262	23	24	losses	loss	NOUN
fbem-29262	23	25	that	that	PRON
fbem-29262	23	26	account	account	VERB
fbem-29262	23	27	for	for	ADP
fbem-29262	23	28	0.8	0.8	NUM
fbem-29262	23	29	%	%	NOUN
fbem-29262	23	30	of	of	ADP
fbem-29262	23	31	the	the	DET
fbem-29262	23	32	enterprise	enterprise	NOUN
fbem-29262	23	33	's	's	PART
fbem-29262	23	34	annual	annual	ADJ
fbem-29262	23	35	income	income	NOUN
fbem-29262	24	1	[	[	X
fbem-29262	24	2	5	5	NUM
fbem-29262	24	3	]	]	PUNCT
fbem-29262	24	4	.	.	PUNCT
fbem-29262	25	1	the	the	DET
fbem-29262	25	2	financial	financial	ADJ
fbem-29262	25	3	data	data	PROPN
fbem-29262	25	4	update	update	NOUN
fbem-29262	25	5	cycle	cycle	NOUN
fbem-29262	25	6	is	be	AUX
fbem-29262	25	7	generally	generally	ADV
fbem-29262	25	8	long	long	ADJ
fbem-29262	25	9	,	,	PUNCT
fbem-29262	25	10	with	with	ADP
fbem-29262	25	11	43	43	NUM
fbem-29262	25	12	%	%	NOUN
fbem-29262	25	13	of	of	ADP
fbem-29262	25	14	enterprises	enterprise	NOUN
fbem-29262	25	15	taking	take	VERB
fbem-29262	25	16	more	more	ADJ
fbem-29262	25	17	than	than	ADP
fbem-29262	25	18	7	7	NUM
fbem-29262	25	19	days	day	NOUN
fbem-29262	25	20	to	to	PART
fbem-29262	25	21	generate	generate	VERB
fbem-29262	25	22	financial	financial	ADJ
fbem-29262	25	23	reports	report	NOUN
fbem-29262	25	24	,	,	PUNCT
fbem-29262	25	25	affecting	affect	VERB
fbem-29262	25	26	decision	decision	NOUN
fbem-29262	25	27	-	-	PUNCT
fbem-29262	25	28	making	make	VERB
fbem-29262	25	29	efficiency	efficiency	NOUN
fbem-29262	25	30	.	.	PUNCT
fbem-29262	26	1	3.1.2	3.1.2	X
fbem-29262	26	2	.	.	PUNCT
fbem-29262	27	1	challenges	challenge	NOUN
fbem-29262	27	2	faced	face	VERB
fbem-29262	27	3	by	by	ADP
fbem-29262	27	4	intelligentization	intelligentization	NOUN
fbem-29262	27	5	transformation	transformation	NOUN
fbem-29262	27	6	during	during	ADP
fbem-29262	27	7	the	the	DET
fbem-29262	27	8	intelligentization	intelligentization	NOUN
fbem-29262	27	9	transformation	transformation	NOUN
fbem-29262	27	10	process	process	NOUN
fbem-29262	27	11	,	,	PUNCT
fbem-29262	27	12	enterprises	enterprise	NOUN
fbem-29262	27	13	face	face	VERB
fbem-29262	27	14	numerous	numerous	ADJ
fbem-29262	27	15	difficulties	difficulty	NOUN
fbem-29262	27	16	.	.	PUNCT
fbem-29262	28	1	as	as	SCONJ
fbem-29262	28	2	shown	show	VERB
fbem-29262	28	3	in	in	ADP
fbem-29262	28	4	figure	figure	NOUN
fbem-29262	28	5	2	2	NUM
fbem-29262	28	6	,	,	PUNCT
fbem-29262	28	7	survey	survey	NOUN
fbem-29262	28	8	data	datum	NOUN
fbem-29262	28	9	indicates	indicate	VERB
fbem-29262	28	10	that	that	SCONJ
fbem-29262	28	11	insufficient	insufficient	ADJ
fbem-29262	28	12	technical	technical	ADJ
fbem-29262	28	13	investment	investment	NOUN
fbem-29262	28	14	is	be	AUX
fbem-29262	28	15	the	the	DET
fbem-29262	28	16	main	main	ADJ
fbem-29262	28	17	obstacle	obstacle	NOUN
fbem-29262	28	18	,	,	PUNCT
fbem-29262	28	19	with	with	ADP
fbem-29262	28	20	67	67	NUM
fbem-29262	28	21	%	%	NOUN
fbem-29262	28	22	of	of	ADP
fbem-29262	28	23	enterprises	enterprise	NOUN
fbem-29262	28	24	reporting	report	VERB
fbem-29262	28	25	that	that	SCONJ
fbem-29262	28	26	their	their	PRON
fbem-29262	28	27	intelligentization	intelligentization	NOUN
fbem-29262	28	28	construction	construction	NOUN
fbem-29262	28	29	budget	budget	NOUN
fbem-29262	28	30	accounts	account	VERB
fbem-29262	28	31	for	for	ADP
fbem-29262	28	32	less	less	ADJ
fbem-29262	28	33	than	than	ADP
fbem-29262	28	34	5	5	NUM
fbem-29262	28	35	%	%	NOUN
fbem-29262	28	36	of	of	ADP
fbem-29262	28	37	their	their	PRON
fbem-29262	28	38	total	total	ADJ
fbem-29262	28	39	expenditure	expenditure	NOUN
fbem-29262	28	40	.	.	PUNCT
fbem-29262	29	1	the	the	DET
fbem-29262	29	2	talent	talent	NOUN
fbem-29262	29	3	shortage	shortage	NOUN
fbem-29262	29	4	problem	problem	NOUN
fbem-29262	29	5	is	be	AUX
fbem-29262	29	6	prominent	prominent	ADJ
fbem-29262	29	7	,	,	PUNCT
fbem-29262	29	8	with	with	ADP
fbem-29262	29	9	a	a	DET
fbem-29262	29	10	75	75	NUM
fbem-29262	29	11	%	%	NOUN
fbem-29262	29	12	shortage	shortage	NOUN
fbem-29262	29	13	rate	rate	NOUN
fbem-29262	29	14	of	of	ADP
fbem-29262	29	15	personnel	personnel	NOUN
fbem-29262	29	16	with	with	ADP
fbem-29262	29	17	combined	combined	ADJ
fbem-29262	29	18	financial	financial	ADJ
fbem-29262	29	19	and	and	CCONJ
fbem-29262	29	20	information	information	NOUN
fbem-29262	29	21	technology	technology	NOUN
fbem-29262	29	22	backgrounds	background	NOUN
fbem-29262	29	23	.	.	PUNCT
fbem-29262	30	1	the	the	DET
fbem-29262	30	2	degree	degree	NOUN
fbem-29262	30	3	of	of	ADP
fbem-29262	30	4	data	datum	NOUN
fbem-29262	30	5	standardization	standardization	NOUN
fbem-29262	30	6	is	be	AUX
fbem-29262	30	7	low	low	ADJ
fbem-29262	30	8	,	,	PUNCT
fbem-29262	30	9	with	with	ADP
fbem-29262	30	10	58	58	NUM
fbem-29262	30	11	%	%	NOUN
fbem-29262	30	12	of	of	ADP
fbem-29262	30	13	enterprises	enterprise	NOUN
fbem-29262	30	14	experiencing	experience	VERB
fbem-29262	30	15	data	datum	NOUN
fbem-29262	30	16	isolation	isolation	NOUN
fbem-29262	30	17	,	,	PUNCT
fbem-29262	30	18	making	make	VERB
fbem-29262	30	19	system	system	NOUN
fbem-29262	30	20	integration	integration	NOUN
fbem-29262	30	21	challenging	challenge	VERB
fbem-29262	30	22	[	[	X
fbem-29262	30	23	6	6	NUM
fbem-29262	30	24	]	]	PUNCT
fbem-29262	30	25	.	.	PUNCT
fbem-29262	31	1	security	security	NOUN
fbem-29262	31	2	risk	risk	NOUN
fbem-29262	31	3	control	control	NOUN
fbem-29262	31	4	capabilities	capability	NOUN
fbem-29262	31	5	are	be	AUX
fbem-29262	31	6	insufficient	insufficient	ADJ
fbem-29262	31	7	,	,	PUNCT
fbem-29262	31	8	with	with	ADP
fbem-29262	31	9	a	a	DET
fbem-29262	31	10	35	35	NUM
fbem-29262	31	11	%	%	NOUN
fbem-29262	31	12	year	year	NOUN
fbem-29262	31	13	-	-	PUNCT
fbem-29262	31	14	on	on	ADP
fbem-29262	31	15	-	-	PUNCT
fbem-29262	31	16	year	year	NOUN
fbem-29262	31	17	increase	increase	NOUN
fbem-29262	31	18	in	in	ADP
fbem-29262	31	19	financial	financial	ADJ
fbem-29262	31	20	risk	risk	NOUN
fbem-29262	31	21	events	event	NOUN
fbem-29262	31	22	caused	cause	VERB
fbem-29262	31	23	by	by	ADP
fbem-29262	31	24	data	datum	NOUN
fbem-29262	31	25	security	security	NOUN
fbem-29262	31	26	issues	issue	NOUN
fbem-29262	31	27	over	over	ADP
fbem-29262	31	28	the	the	DET
fbem-29262	31	29	past	past	ADJ
fbem-29262	31	30	two	two	NUM
fbem-29262	31	31	years	year	NOUN
fbem-29262	31	32	.	.	PUNCT
fbem-29262	32	1	figure	figure	NOUN
fbem-29262	32	2	2	2	NUM
fbem-29262	32	3	.	.	PUNCT
fbem-29262	32	4	main	main	ADJ
fbem-29262	32	5	challenges	challenge	NOUN
fbem-29262	32	6	in	in	ADP
fbem-29262	32	7	financial	financial	ADJ
fbem-29262	32	8	intelligentization	intelligentization	NOUN
fbem-29262	32	9	transformation	transformation	NOUN
fbem-29262	32	10	3.2	3.2	NUM
fbem-29262	32	11	.	.	PUNCT
fbem-29262	33	1	current	current	ADJ
fbem-29262	33	2	status	status	NOUN
fbem-29262	33	3	of	of	ADP
fbem-29262	33	4	enterprise	enterprise	NOUN
fbem-29262	33	5	financial	financial	ADJ
fbem-29262	33	6	management	management	NOUN
fbem-29262	33	7	intelligentization	intelligentization	NOUN
fbem-29262	33	8	application	application	NOUN
fbem-29262	33	9	table	table	NOUN
fbem-29262	33	10	1	1	NUM
fbem-29262	33	11	.	.	PUNCT
fbem-29262	34	1	enterprise	enterprise	NOUN
fbem-29262	34	2	financial	financial	ADJ
fbem-29262	34	3	management	management	NOUN
fbem-29262	34	4	intelligentization	intelligentization	NOUN
fbem-29262	34	5	application	application	NOUN
fbem-29262	34	6	status	status	NOUN
fbem-29262	34	7	application	application	NOUN
fbem-29262	34	8	indicator	indicator	NOUN
fbem-29262	34	9	specific	specific	ADJ
fbem-29262	34	10	data	datum	NOUN
fbem-29262	34	11	large	large	ADJ
fbem-29262	34	12	enterprise	enterprise	NOUN
fbem-29262	34	13	intelligentization	intelligentization	NOUN
fbem-29262	34	14	transformation	transformation	NOUN
fbem-29262	34	15	proportion	proportion	NOUN
fbem-29262	34	16	52	52	NUM
fbem-29262	34	17	%	%	NOUN
fbem-29262	34	18	medium	medium	ADJ
fbem-29262	34	19	-	-	PUNCT
fbem-29262	34	20	sized	sized	ADJ
fbem-29262	34	21	enterprise	enterprise	NOUN
fbem-29262	34	22	intelligentization	intelligentization	NOUN
fbem-29262	34	23	transformation	transformation	NOUN
fbem-29262	34	24	proportion	proportion	NOUN
fbem-29262	34	25	35	35	NUM
fbem-29262	34	26	%	%	NOUN
fbem-29262	34	27	small	small	ADJ
fbem-29262	34	28	-	-	PUNCT
fbem-29262	34	29	sized	sized	ADJ
fbem-29262	34	30	enterprise	enterprise	NOUN
fbem-29262	34	31	intelligentization	intelligentization	NOUN
fbem-29262	34	32	transformation	transformation	NOUN
fbem-29262	34	33	proportion	proportion	NOUN
fbem-29262	34	34	13	13	NUM
fbem-29262	34	35	%	%	NOUN
fbem-29262	34	36	the	the	DET
fbem-29262	34	37	current	current	ADJ
fbem-29262	34	38	application	application	NOUN
fbem-29262	34	39	of	of	ADP
fbem-29262	34	40	enterprise	enterprise	NOUN
fbem-29262	34	41	financial	financial	ADJ
fbem-29262	34	42	management	management	NOUN
fbem-29262	34	43	intelligentization	intelligentization	NOUN
fbem-29262	34	44	is	be	AUX
fbem-29262	34	45	rapidly	rapidly	ADV
fbem-29262	34	46	developing	develop	VERB
fbem-29262	34	47	.	.	PUNCT
fbem-29262	35	1	as	as	SCONJ
fbem-29262	35	2	shown	show	VERB
fbem-29262	35	3	in	in	ADP
fbem-29262	35	4	table	table	NOUN
fbem-29262	35	5	1	1	NUM
fbem-29262	35	6	,	,	PUNCT
fbem-29262	35	7	according	accord	VERB
fbem-29262	35	8	to	to	ADP
fbem-29262	35	9	statistics	statistic	NOUN
fbem-29262	35	10	,	,	PUNCT
fbem-29262	35	11	in	in	ADP
fbem-29262	35	12	2023	2023	NUM
fbem-29262	35	13	,	,	PUNCT
fbem-29262	35	14	52	52	NUM
fbem-29262	35	15	%	%	NOUN
fbem-29262	35	16	of	of	ADP
fbem-29262	35	17	large	large	ADJ
fbem-29262	35	18	enterprises	enterprise	NOUN
fbem-29262	35	19	have	have	AUX
fbem-29262	35	20	achieved	achieve	VERB
fbem-29262	35	21	financial	financial	ADJ
fbem-29262	35	22	management	management	NOUN
fbem-29262	35	23	intelligentization	intelligentization	NOUN
fbem-29262	35	24	transformation	transformation	NOUN
fbem-29262	35	25	,	,	PUNCT
fbem-29262	35	26	with	with	ADP
fbem-29262	35	27	35	35	NUM
fbem-29262	35	28	%	%	NOUN
fbem-29262	35	29	of	of	ADP
fbem-29262	35	30	medium	medium	ADJ
fbem-29262	35	31	-	-	PUNCT
fbem-29262	35	32	sized	sized	ADJ
fbem-29262	35	33	enterprises	enterprise	NOUN
fbem-29262	35	34	and	and	CCONJ
fbem-29262	35	35	13	13	NUM
fbem-29262	35	36	%	%	NOUN
fbem-29262	35	37	of	of	ADP
fbem-29262	35	38	small	small	ADJ
fbem-29262	35	39	-	-	PUNCT
fbem-29262	35	40	sized	sized	ADJ
fbem-29262	35	41	enterprises	enterprise	NOUN
fbem-29262	35	42	following	follow	VERB
fbem-29262	35	43	suit	suit	NOUN
fbem-29262	35	44	.	.	PUNCT
fbem-29262	36	1	in	in	ADP
fbem-29262	36	2	specific	specific	ADJ
fbem-29262	36	3	application	application	NOUN
fbem-29262	36	4	scenarios	scenario	NOUN
fbem-29262	36	5	,	,	PUNCT
fbem-29262	36	6	intelligent	intelligent	ADJ
fbem-29262	36	7	accounting	accounting	NOUN
fbem-29262	36	8	systems	system	NOUN
fbem-29262	36	9	have	have	VERB
fbem-29262	36	10	the	the	DET
fbem-29262	36	11	highest	high	ADJ
fbem-29262	36	12	application	application	NOUN
fbem-29262	36	13	rate	rate	NOUN
fbem-29262	36	14	,	,	PUNCT
fbem-29262	36	15	reaching	reach	VERB
fbem-29262	36	16	85	85	NUM
fbem-29262	36	17	%	%	NOUN
fbem-29262	36	18	;	;	PUNCT
fbem-29262	36	19	financial	financial	ADJ
fbem-29262	36	20	analysis	analysis	NOUN
fbem-29262	36	21	intelligentization	intelligentization	NOUN
fbem-29262	36	22	has	have	VERB
fbem-29262	36	23	an	an	DET
fbem-29262	36	24	application	application	NOUN
fbem-29262	36	25	rate	rate	NOUN
fbem-29262	36	26	of	of	ADP
fbem-29262	36	27	65	65	NUM
fbem-29262	36	28	%	%	NOUN
fbem-29262	36	29	;	;	PUNCT
fbem-29262	36	30	budget	budget	NOUN
fbem-29262	36	31	management	management	NOUN
fbem-29262	36	32	intelligentization	intelligentization	NOUN
fbem-29262	36	33	has	have	VERB
fbem-29262	36	34	an	an	DET
fbem-29262	36	35	application	application	NOUN
fbem-29262	36	36	rate	rate	NOUN
fbem-29262	36	37	of	of	ADP
fbem-29262	36	38	55	55	NUM
fbem-29262	36	39	%	%	NOUN
fbem-29262	36	40	;	;	PUNCT
fbem-29262	36	41	and	and	CCONJ
fbem-29262	36	42	fund	fund	NOUN
fbem-29262	36	43	management	management	NOUN
fbem-29262	36	44	intelligentization	intelligentization	NOUN
fbem-29262	36	45	has	have	VERB
fbem-29262	36	46	an	an	DET
fbem-29262	36	47	application	application	NOUN
fbem-29262	36	48	rate	rate	NOUN
fbem-29262	36	49	of	of	ADP
fbem-29262	36	50	45	45	NUM
fbem-29262	36	51	%	%	NOUN
fbem-29262	36	52	.	.	PUNCT
fbem-29262	37	1	the	the	DET
fbem-29262	37	2	effects	effect	NOUN
fbem-29262	37	3	of	of	ADP
fbem-29262	37	4	intelligentization	intelligentization	NOUN
fbem-29262	37	5	application	application	NOUN
fbem-29262	37	6	are	be	AUX
fbem-29262	37	7	significant	significant	ADJ
fbem-29262	37	8	,	,	PUNCT
fbem-29262	37	9	with	with	ADP
fbem-29262	37	10	a	a	DET
fbem-29262	37	11	68	68	NUM
fbem-29262	37	12	%	%	NOUN
fbem-29262	37	13	increase	increase	NOUN
fbem-29262	37	14	in	in	ADP
fbem-29262	37	15	work	work	NOUN
fbem-29262	37	16	efficiency	efficiency	NOUN
fbem-29262	37	17	of	of	ADP
fbem-29262	37	18	enterprise	enterprise	NOUN
fbem-29262	37	19	financial	financial	ADJ
fbem-29262	37	20	personnel	personnel	NOUN
fbem-29262	37	21	,	,	PUNCT
fbem-29262	37	22	a	a	DET
fbem-29262	37	23	42	42	NUM
fbem-29262	37	24	%	%	NOUN
fbem-29262	37	25	reduction	reduction	NOUN
fbem-29262	37	26	in	in	ADP
fbem-29262	37	27	operating	operating	NOUN
fbem-29262	37	28	costs	cost	NOUN
fbem-29262	37	29	,	,	PUNCT
fbem-29262	37	30	and	and	CCONJ
fbem-29262	37	31	a	a	DET
fbem-29262	37	32	financial	financial	ADJ
fbem-29262	37	33	risk	risk	NOUN
fbem-29262	37	34	warning	warning	NOUN
fbem-29262	37	35	accuracy	accuracy	NOUN
fbem-29262	37	36	rate	rate	NOUN
fbem-29262	37	37	of	of	ADP
fbem-29262	37	38	92	92	NUM
fbem-29262	37	39	%	%	NOUN
fbem-29262	37	40	.	.	PUNCT
fbem-29262	38	1	3.3	3.3	NUM
fbem-29262	38	2	.	.	PUNCT
fbem-29262	39	1	case	case	NOUN
fbem-29262	39	2	study	study	NOUN
fbem-29262	39	3	taking	take	VERB
fbem-29262	39	4	a	a	DET
fbem-29262	39	5	large	large	ADJ
fbem-29262	39	6	manufacturing	manufacturing	NOUN
fbem-29262	39	7	enterprise	enterprise	NOUN
fbem-29262	39	8	as	as	ADP
fbem-29262	39	9	an	an	DET
fbem-29262	39	10	example	example	NOUN
fbem-29262	39	11	,	,	PUNCT
fbem-29262	39	12	the	the	DET
fbem-29262	39	13	company	company	NOUN
fbem-29262	39	14	launched	launch	VERB
fbem-29262	39	15	a	a	DET
fbem-29262	39	16	financial	financial	ADJ
fbem-29262	39	17	management	management	NOUN
fbem-29262	39	18	intelligentization	intelligentization	NOUN
fbem-29262	39	19	transformation	transformation	NOUN
fbem-29262	39	20	project	project	NOUN
fbem-29262	39	21	in	in	ADP
fbem-29262	39	22	2022	2022	NUM
fbem-29262	39	23	,	,	PUNCT
fbem-29262	39	24	with	with	ADP
fbem-29262	39	25	an	an	DET
fbem-29262	39	26	investment	investment	NOUN
fbem-29262	39	27	scale	scale	NOUN
fbem-29262	39	28	of	of	ADP
fbem-29262	39	29	35	35	NUM
fbem-29262	39	30	million	million	NUM
fbem-29262	39	31	yuan	yuan	NOUN
fbem-29262	39	32	.	.	PUNCT
fbem-29262	40	1	as	as	SCONJ
fbem-29262	40	2	shown	show	VERB
fbem-29262	40	3	in	in	ADP
fbem-29262	40	4	figure	figure	NOUN
fbem-29262	40	5	3	3	NUM
fbem-29262	40	6	,	,	PUNCT
fbem-29262	40	7	after	after	SCONJ
fbem-29262	40	8	the	the	DET
fbem-29262	40	9	project	project	NOUN
fbem-29262	40	10	was	be	AUX
fbem-29262	40	11	implemented	implement	VERB
fbem-29262	40	12	,	,	PUNCT
fbem-29262	40	13	the	the	DET
fbem-29262	40	14	financial	financial	ADJ
fbem-29262	40	15	processing	processing	NOUN
fbem-29262	40	16	efficiency	efficiency	NOUN
fbem-29262	40	17	was	be	AUX
fbem-29262	40	18	significantly	significantly	ADV
fbem-29262	40	19	improved	improve	VERB
fbem-29262	40	20	:	:	PUNCT
fbem-29262	40	21	the	the	DET
fbem-29262	40	22	report	report	NOUN
fbem-29262	40	23	generation	generation	NOUN
fbem-29262	40	24	time	time	NOUN
fbem-29262	40	25	was	be	AUX
fbem-29262	40	26	shortened	shorten	VERB
fbem-29262	40	27	from	from	ADP
fbem-29262	40	28	an	an	DET
fbem-29262	40	29	average	average	NOUN
fbem-29262	40	30	of	of	ADP
fbem-29262	40	31	7	7	NUM
fbem-29262	40	32	days	day	NOUN
fbem-29262	40	33	to	to	ADP
fbem-29262	40	34	1	1	NUM
fbem-29262	40	35	day	day	NOUN
fbem-29262	40	36	,	,	PUNCT
fbem-29262	40	37	the	the	DET
fbem-29262	40	38	manual	manual	ADJ
fbem-29262	40	39	processing	processing	NOUN
fbem-29262	40	40	time	time	NOUN
fbem-29262	40	41	of	of	ADP
fbem-29262	40	42	financial	financial	ADJ
fbem-29262	40	43	personnel	personnel	NOUN
fbem-29262	40	44	was	be	AUX
fbem-29262	40	45	reduced	reduce	VERB
fbem-29262	40	46	by	by	ADP
fbem-29262	40	47	65	65	NUM
fbem-29262	40	48	%	%	NOUN
fbem-29262	40	49	,	,	PUNCT
fbem-29262	40	50	and	and	CCONJ
fbem-29262	40	51	the	the	DET
fbem-29262	40	52	error	error	NOUN
fbem-29262	40	53	rate	rate	NOUN
fbem-29262	40	54	was	be	AUX
fbem-29262	40	55	reduced	reduce	VERB
fbem-29262	40	56	from	from	ADP
fbem-29262	40	57	3.2	3.2	NUM
fbem-29262	40	58	%	%	NOUN
fbem-29262	40	59	to	to	ADP
fbem-29262	40	60	0.3	0.3	NUM
fbem-29262	40	61	%	%	NOUN
fbem-29262	41	1	[	[	X
fbem-29262	41	2	7	7	NUM
fbem-29262	41	3	]	]	PUNCT
fbem-29262	41	4	.	.	PUNCT
fbem-29262	42	1	in	in	ADP
fbem-29262	42	2	terms	term	NOUN
fbem-29262	42	3	of	of	ADP
fbem-29262	42	4	cost	cost	NOUN
fbem-29262	42	5	control	control	NOUN
fbem-29262	42	6	,	,	PUNCT
fbem-29262	42	7	the	the	DET
fbem-29262	42	8	intelligent	intelligent	ADJ
fbem-29262	42	9	system	system	NOUN
fbem-29262	42	10	accurately	accurately	ADV
fbem-29262	42	11	identified	identify	VERB
fbem-29262	42	12	abnormal	abnormal	ADJ
fbem-29262	42	13	expenditures	expenditure	NOUN
fbem-29262	42	14	,	,	PUNCT
fbem-29262	42	15	saving	save	VERB
fbem-29262	42	16	22	22	NUM
fbem-29262	42	17	million	million	NUM
fbem-29262	42	18	yuan	yuan	NOUN
fbem-29262	42	19	in	in	ADP
fbem-29262	42	20	operating	operating	NOUN
fbem-29262	42	21	costs	cost	NOUN
fbem-29262	42	22	per	per	ADP
fbem-29262	42	23	year	year	NOUN
fbem-29262	42	24	.	.	PUNCT
fbem-29262	43	1	the	the	DET
fbem-29262	43	2	accuracy	accuracy	NOUN
fbem-29262	43	3	of	of	ADP
fbem-29262	43	4	fund	fund	NOUN
fbem-29262	43	5	forecasting	forecasting	NOUN
fbem-29262	43	6	was	be	AUX
fbem-29262	43	7	improved	improve	VERB
fbem-29262	43	8	to	to	ADP
fbem-29262	43	9	95	95	NUM
fbem-29262	43	10	%	%	NOUN
fbem-29262	43	11	,	,	PUNCT
fbem-29262	43	12	effectively	effectively	ADV
fbem-29262	43	13	preventing	prevent	VERB
fbem-29262	43	14	fund	fund	NOUN
fbem-29262	43	15	risks	risk	NOUN
fbem-29262	43	16	.	.	PUNCT
fbem-29262	44	1	the	the	DET
fbem-29262	44	2	overall	overall	ADJ
fbem-29262	44	3	investment	investment	NOUN
fbem-29262	44	4	payback	payback	NOUN
fbem-29262	44	5	period	period	NOUN
fbem-29262	44	6	of	of	ADP
fbem-29262	44	7	the	the	DET
fbem-29262	44	8	project	project	NOUN
fbem-29262	44	9	was	be	AUX
fbem-29262	44	10	1.8	1.8	NUM
fbem-29262	44	11	years	year	NOUN
fbem-29262	44	12	,	,	PUNCT
fbem-29262	44	13	with	with	ADP
fbem-29262	44	14	an	an	DET
fbem-29262	44	15	annualized	annualize	VERB
fbem-29262	44	16	return	return	NOUN
fbem-29262	44	17	on	on	ADP
fbem-29262	44	18	investment	investment	NOUN
fbem-29262	44	19	of	of	ADP
fbem-29262	44	20	35	35	NUM
fbem-29262	44	21	%	%	NOUN
fbem-29262	44	22	.	.	PUNCT
fbem-29262	45	1	148	148	NUM
fbem-29262	45	2	figure	figure	NOUN
fbem-29262	45	3	3	3	NUM
fbem-29262	45	4	.	.	PUNCT
fbem-29262	45	5	performance	performance	NOUN
fbem-29262	45	6	improvement	improvement	NOUN
fbem-29262	45	7	after	after	ADP
fbem-29262	45	8	digital	digital	ADJ
fbem-29262	45	9	transformation	transformation	NOUN
fbem-29262	45	10	4	4	NUM
fbem-29262	45	11	.	.	PUNCT
fbem-29262	45	12	data	data	NOUN
fbem-29262	45	13	-	-	PUNCT
fbem-29262	45	14	driven	drive	VERB
fbem-29262	45	15	enterprise	enterprise	NOUN
fbem-29262	45	16	financial	financial	ADJ
fbem-29262	45	17	management	management	NOUN
fbem-29262	45	18	intelligent	intelligent	ADJ
fbem-29262	45	19	transformation	transformation	NOUN
fbem-29262	45	20	path	path	NOUN
fbem-29262	45	21	design	design	NOUN
fbem-29262	45	22	4.1	4.1	NUM
fbem-29262	45	23	.	.	PUNCT
fbem-29262	46	1	overall	overall	ADJ
fbem-29262	46	2	transformation	transformation	NOUN
fbem-29262	46	3	framework	framework	NOUN
fbem-29262	46	4	the	the	DET
fbem-29262	46	5	overall	overall	ADJ
fbem-29262	46	6	framework	framework	NOUN
fbem-29262	46	7	for	for	ADP
fbem-29262	46	8	data	data	NOUN
fbem-29262	46	9	-	-	PUNCT
fbem-29262	46	10	driven	drive	VERB
fbem-29262	46	11	enterprise	enterprise	NOUN
fbem-29262	46	12	financial	financial	ADJ
fbem-29262	46	13	management	management	NOUN
fbem-29262	46	14	intelligent	intelligent	ADJ
fbem-29262	46	15	transformation	transformation	NOUN
fbem-29262	46	16	is	be	AUX
fbem-29262	46	17	designed	design	VERB
fbem-29262	46	18	from	from	ADP
fbem-29262	46	19	a	a	DET
fbem-29262	46	20	top	top	ADJ
fbem-29262	46	21	-	-	PUNCT
fbem-29262	46	22	down	down	ADP
fbem-29262	46	23	approach	approach	NOUN
fbem-29262	46	24	,	,	PUNCT
fbem-29262	46	25	with	with	ADP
fbem-29262	46	26	a	a	DET
fbem-29262	46	27	data	data	NOUN
fbem-29262	46	28	middle	middle	ADJ
fbem-29262	46	29	platform	platform	NOUN
fbem-29262	46	30	as	as	ADP
fbem-29262	46	31	the	the	DET
fbem-29262	46	32	core	core	NOUN
fbem-29262	46	33	,	,	PUNCT
fbem-29262	46	34	and	and	CCONJ
fbem-29262	46	35	a	a	DET
fbem-29262	46	36	complete	complete	ADJ
fbem-29262	46	37	ecosystem	ecosystem	NOUN
fbem-29262	46	38	that	that	PRON
fbem-29262	46	39	covers	cover	VERB
fbem-29262	46	40	data	datum	NOUN
fbem-29262	46	41	collection	collection	NOUN
fbem-29262	46	42	,	,	PUNCT
fbem-29262	46	43	processing	processing	NOUN
fbem-29262	46	44	,	,	PUNCT
fbem-29262	46	45	analysis	analysis	NOUN
fbem-29262	46	46	,	,	PUNCT
fbem-29262	46	47	and	and	CCONJ
fbem-29262	46	48	application	application	NOUN
fbem-29262	46	49	.	.	PUNCT
fbem-29262	47	1	the	the	DET
fbem-29262	47	2	framework	framework	NOUN
fbem-29262	47	3	is	be	AUX
fbem-29262	47	4	divided	divide	VERB
fbem-29262	47	5	into	into	ADP
fbem-29262	47	6	four	four	NUM
fbem-29262	47	7	layers	layer	NOUN
fbem-29262	47	8	:	:	PUNCT
fbem-29262	47	9	infrastructure	infrastructure	NOUN
fbem-29262	47	10	layer	layer	NOUN
fbem-29262	47	11	,	,	PUNCT
fbem-29262	47	12	data	datum	NOUN
fbem-29262	47	13	processing	processing	NOUN
fbem-29262	47	14	layer	layer	NOUN
fbem-29262	47	15	,	,	PUNCT
fbem-29262	47	16	business	business	NOUN
fbem-29262	47	17	application	application	NOUN
fbem-29262	47	18	layer	layer	NOUN
fbem-29262	47	19	,	,	PUNCT
fbem-29262	47	20	and	and	CCONJ
fbem-29262	47	21	decision	decision	NOUN
fbem-29262	47	22	support	support	NOUN
fbem-29262	47	23	layer	layer	NOUN
fbem-29262	47	24	.	.	PUNCT
fbem-29262	48	1	the	the	DET
fbem-29262	48	2	infrastructure	infrastructure	NOUN
fbem-29262	48	3	layer	layer	NOUN
fbem-29262	48	4	provides	provide	VERB
fbem-29262	48	5	cloud	cloud	NOUN
fbem-29262	48	6	computing	computing	NOUN
fbem-29262	48	7	and	and	CCONJ
fbem-29262	48	8	storage	storage	NOUN
fbem-29262	48	9	resource	resource	NOUN
fbem-29262	48	10	pools	pool	NOUN
fbem-29262	48	11	to	to	PART
fbem-29262	48	12	meet	meet	VERB
fbem-29262	48	13	the	the	DET
fbem-29262	48	14	basic	basic	ADJ
fbem-29262	48	15	digital	digital	ADJ
fbem-29262	48	16	needs	need	NOUN
fbem-29262	48	17	of	of	ADP
fbem-29262	48	18	the	the	DET
fbem-29262	48	19	enterprise	enterprise	NOUN
fbem-29262	48	20	;	;	PUNCT
fbem-29262	48	21	the	the	DET
fbem-29262	48	22	data	data	NOUN
fbem-29262	48	23	processing	processing	NOUN
fbem-29262	48	24	layer	layer	NOUN
fbem-29262	48	25	is	be	AUX
fbem-29262	48	26	responsible	responsible	ADJ
fbem-29262	48	27	for	for	ADP
fbem-29262	48	28	data	data	NOUN
fbem-29262	48	29	standardization	standardization	NOUN
fbem-29262	48	30	and	and	CCONJ
fbem-29262	48	31	intelligent	intelligent	ADJ
fbem-29262	48	32	analysis	analysis	NOUN
fbem-29262	48	33	to	to	PART
fbem-29262	48	34	ensure	ensure	VERB
fbem-29262	48	35	data	datum	NOUN
fbem-29262	48	36	quality	quality	NOUN
fbem-29262	48	37	;	;	PUNCT
fbem-29262	48	38	the	the	DET
fbem-29262	48	39	business	business	NOUN
fbem-29262	48	40	application	application	NOUN
fbem-29262	48	41	layer	layer	NOUN
fbem-29262	48	42	interfaces	interface	NOUN
fbem-29262	48	43	with	with	ADP
fbem-29262	48	44	specific	specific	ADJ
fbem-29262	48	45	financial	financial	ADJ
fbem-29262	48	46	business	business	NOUN
fbem-29262	48	47	processes	process	NOUN
fbem-29262	48	48	to	to	PART
fbem-29262	48	49	achieve	achieve	VERB
fbem-29262	48	50	process	process	NOUN
fbem-29262	48	51	automation	automation	NOUN
fbem-29262	48	52	;	;	PUNCT
fbem-29262	48	53	and	and	CCONJ
fbem-29262	48	54	the	the	DET
fbem-29262	48	55	decision	decision	NOUN
fbem-29262	48	56	support	support	NOUN
fbem-29262	48	57	layer	layer	NOUN
fbem-29262	48	58	provides	provide	VERB
fbem-29262	48	59	intelligent	intelligent	ADJ
fbem-29262	48	60	forecasting	forecasting	NOUN
fbem-29262	48	61	and	and	CCONJ
fbem-29262	48	62	auxiliary	auxiliary	ADJ
fbem-29262	48	63	decision	decision	NOUN
fbem-29262	48	64	-	-	PUNCT
fbem-29262	48	65	making	make	VERB
fbem-29262	48	66	functions	function	NOUN
fbem-29262	48	67	to	to	PART
fbem-29262	48	68	promote	promote	VERB
fbem-29262	48	69	management	management	NOUN
fbem-29262	48	70	upgrade	upgrade	VERB
fbem-29262	48	71	.	.	PUNCT
fbem-29262	49	1	according	accord	VERB
fbem-29262	49	2	to	to	ADP
fbem-29262	49	3	the	the	DET
fbem-29262	49	4	enterprise	enterprise	NOUN
fbem-29262	49	5	's	's	PART
fbem-29262	49	6	scale	scale	NOUN
fbem-29262	49	7	and	and	CCONJ
fbem-29262	49	8	industry	industry	NOUN
fbem-29262	49	9	characteristics	characteristic	NOUN
fbem-29262	49	10	,	,	PUNCT
fbem-29262	49	11	a	a	DET
fbem-29262	49	12	step	step	NOUN
fbem-29262	49	13	-	-	PUNCT
fbem-29262	49	14	by	by	ADP
fbem-29262	49	15	-	-	PUNCT
fbem-29262	49	16	step	step	NOUN
fbem-29262	49	17	implementation	implementation	NOUN
fbem-29262	49	18	strategy	strategy	NOUN
fbem-29262	49	19	is	be	AUX
fbem-29262	49	20	formulated	formulate	VERB
fbem-29262	49	21	to	to	PART
fbem-29262	49	22	ensure	ensure	VERB
fbem-29262	49	23	a	a	DET
fbem-29262	49	24	smooth	smooth	ADJ
fbem-29262	49	25	and	and	CCONJ
fbem-29262	49	26	orderly	orderly	ADJ
fbem-29262	49	27	transformation	transformation	NOUN
fbem-29262	49	28	process	process	NOUN
fbem-29262	49	29	.	.	PUNCT
fbem-29262	50	1	4.2	4.2	NUM
fbem-29262	50	2	.	.	PUNCT
fbem-29262	50	3	key	key	ADJ
fbem-29262	50	4	technology	technology	NOUN
fbem-29262	50	5	application	application	NOUN
fbem-29262	50	6	path	path	NOUN
fbem-29262	50	7	in	in	ADP
fbem-29262	50	8	the	the	DET
fbem-29262	50	9	process	process	NOUN
fbem-29262	50	10	of	of	ADP
fbem-29262	50	11	enterprise	enterprise	NOUN
fbem-29262	50	12	financial	financial	ADJ
fbem-29262	50	13	management	management	NOUN
fbem-29262	50	14	intelligent	intelligent	ADJ
fbem-29262	50	15	transformation	transformation	NOUN
fbem-29262	51	1	,	,	PUNCT
fbem-29262	51	2	the	the	DET
fbem-29262	51	3	application	application	NOUN
fbem-29262	51	4	path	path	NOUN
fbem-29262	51	5	of	of	ADP
fbem-29262	51	6	key	key	ADJ
fbem-29262	51	7	technologies	technology	NOUN
fbem-29262	51	8	plays	play	VERB
fbem-29262	51	9	a	a	DET
fbem-29262	51	10	decisive	decisive	ADJ
fbem-29262	51	11	role	role	NOUN
fbem-29262	51	12	in	in	ADP
fbem-29262	51	13	the	the	DET
fbem-29262	51	14	transformation	transformation	NOUN
fbem-29262	51	15	effect	effect	NOUN
fbem-29262	51	16	.	.	PUNCT
fbem-29262	52	1	big	big	ADJ
fbem-29262	52	2	data	datum	NOUN
fbem-29262	52	3	technology	technology	NOUN
fbem-29262	52	4	is	be	AUX
fbem-29262	52	5	used	use	VERB
fbem-29262	52	6	to	to	PART
fbem-29262	52	7	process	process	VERB
fbem-29262	52	8	high	high	ADJ
fbem-29262	52	9	-	-	PUNCT
fbem-29262	52	10	frequency	frequency	NOUN
fbem-29262	52	11	transaction	transaction	NOUN
fbem-29262	52	12	data	datum	NOUN
fbem-29262	52	13	and	and	CCONJ
fbem-29262	52	14	unstructured	unstructured	ADJ
fbem-29262	52	15	document	document	NOUN
fbem-29262	52	16	information	information	NOUN
fbem-29262	52	17	,	,	PUNCT
fbem-29262	52	18	improving	improve	VERB
fbem-29262	52	19	data	datum	NOUN
fbem-29262	52	20	processing	processing	NOUN
fbem-29262	52	21	capabilities	capability	NOUN
fbem-29262	52	22	;	;	PUNCT
fbem-29262	52	23	artificial	artificial	ADJ
fbem-29262	52	24	intelligence	intelligence	NOUN
fbem-29262	52	25	technology	technology	NOUN
fbem-29262	52	26	is	be	AUX
fbem-29262	52	27	applied	apply	VERB
fbem-29262	52	28	to	to	ADP
fbem-29262	52	29	intelligent	intelligent	ADJ
fbem-29262	52	30	report	report	NOUN
fbem-29262	52	31	generation	generation	NOUN
fbem-29262	52	32	and	and	CCONJ
fbem-29262	52	33	risk	risk	NOUN
fbem-29262	52	34	warning	warning	NOUN
fbem-29262	52	35	,	,	PUNCT
fbem-29262	52	36	enhancing	enhance	VERB
fbem-29262	52	37	risk	risk	NOUN
fbem-29262	52	38	control	control	NOUN
fbem-29262	52	39	levels	level	NOUN
fbem-29262	52	40	;	;	PUNCT
fbem-29262	52	41	blockchain	blockchain	PROPN
fbem-29262	52	42	technology	technology	PROPN
fbem-29262	52	43	is	be	AUX
fbem-29262	52	44	applied	apply	VERB
fbem-29262	52	45	to	to	ADP
fbem-29262	52	46	electronic	electronic	ADJ
fbem-29262	52	47	invoice	invoice	NOUN
fbem-29262	52	48	management	management	NOUN
fbem-29262	52	49	and	and	CCONJ
fbem-29262	52	50	fund	fund	NOUN
fbem-29262	52	51	settlement	settlement	NOUN
fbem-29262	52	52	links	link	NOUN
fbem-29262	52	53	,	,	PUNCT
fbem-29262	52	54	ensuring	ensure	VERB
fbem-29262	52	55	business	business	NOUN
fbem-29262	52	56	authenticity	authenticity	NOUN
fbem-29262	52	57	;	;	PUNCT
fbem-29262	52	58	and	and	CCONJ
fbem-29262	52	59	cloud	cloud	NOUN
fbem-29262	52	60	computing	computing	NOUN
fbem-29262	52	61	technology	technology	NOUN
fbem-29262	52	62	supports	support	VERB
fbem-29262	52	63	the	the	DET
fbem-29262	52	64	construction	construction	NOUN
fbem-29262	52	65	of	of	ADP
fbem-29262	52	66	financial	financial	ADJ
fbem-29262	52	67	shared	share	VERB
fbem-29262	52	68	centers	center	NOUN
fbem-29262	52	69	,	,	PUNCT
fbem-29262	52	70	improving	improve	VERB
fbem-29262	52	71	system	system	NOUN
fbem-29262	52	72	performance	performance	NOUN
fbem-29262	52	73	[	[	X
fbem-29262	52	74	8	8	NUM
fbem-29262	52	75	]	]	PUNCT
fbem-29262	52	76	.	.	PUNCT
fbem-29262	53	1	the	the	DET
fbem-29262	53	2	technology	technology	NOUN
fbem-29262	53	3	application	application	NOUN
fbem-29262	53	4	plan	plan	NOUN
fbem-29262	53	5	emphasizes	emphasize	VERB
fbem-29262	53	6	gradualness	gradualness	NOUN
fbem-29262	53	7	,	,	PUNCT
fbem-29262	53	8	prioritizing	prioritize	VERB
fbem-29262	53	9	high	high	ADJ
fbem-29262	53	10	-	-	PUNCT
fbem-29262	53	11	frequency	frequency	NOUN
fbem-29262	53	12	and	and	CCONJ
fbem-29262	53	13	standardized	standardized	ADJ
fbem-29262	53	14	business	business	NOUN
fbem-29262	53	15	scenarios	scenario	NOUN
fbem-29262	53	16	,	,	PUNCT
fbem-29262	53	17	and	and	CCONJ
fbem-29262	53	18	gradually	gradually	ADV
fbem-29262	53	19	expanding	expand	VERB
fbem-29262	53	20	to	to	ADP
fbem-29262	53	21	complex	complex	ADJ
fbem-29262	53	22	business	business	NOUN
fbem-29262	53	23	areas	area	NOUN
fbem-29262	53	24	,	,	PUNCT
fbem-29262	53	25	ensuring	ensure	VERB
fbem-29262	53	26	that	that	SCONJ
fbem-29262	53	27	technology	technology	NOUN
fbem-29262	53	28	application	application	NOUN
fbem-29262	53	29	is	be	AUX
fbem-29262	53	30	effective	effective	ADJ
fbem-29262	53	31	.	.	PUNCT
fbem-29262	54	1	4.3	4.3	NUM
fbem-29262	54	2	.	.	PUNCT
fbem-29262	54	3	financial	financial	ADJ
fbem-29262	54	4	management	management	NOUN
fbem-29262	54	5	process	process	NOUN
fbem-29262	54	6	optimization	optimization	NOUN
fbem-29262	54	7	enterprise	enterprise	NOUN
fbem-29262	54	8	financial	financial	ADJ
fbem-29262	54	9	management	management	NOUN
fbem-29262	54	10	process	process	NOUN
fbem-29262	54	11	optimization	optimization	NOUN
fbem-29262	54	12	is	be	AUX
fbem-29262	54	13	guided	guide	VERB
fbem-29262	54	14	by	by	ADP
fbem-29262	54	15	digitalization	digitalization	NOUN
fbem-29262	54	16	and	and	CCONJ
fbem-29262	54	17	automation	automation	NOUN
fbem-29262	54	18	,	,	PUNCT
fbem-29262	54	19	and	and	CCONJ
fbem-29262	54	20	traditional	traditional	ADJ
fbem-29262	54	21	financial	financial	ADJ
fbem-29262	54	22	processes	process	NOUN
fbem-29262	54	23	are	be	AUX
fbem-29262	54	24	restructured	restructure	VERB
fbem-29262	54	25	.	.	PUNCT
fbem-29262	55	1	in	in	ADP
fbem-29262	55	2	the	the	DET
fbem-29262	55	3	accounting	accounting	NOUN
fbem-29262	55	4	link	link	NOUN
fbem-29262	55	5	,	,	PUNCT
fbem-29262	55	6	intelligent	intelligent	ADJ
fbem-29262	55	7	image	image	NOUN
fbem-29262	55	8	recognition	recognition	NOUN
fbem-29262	55	9	technology	technology	NOUN
fbem-29262	55	10	is	be	AUX
fbem-29262	55	11	used	use	VERB
fbem-29262	55	12	to	to	PART
fbem-29262	55	13	realize	realize	VERB
fbem-29262	55	14	automatic	automatic	ADJ
fbem-29262	55	15	entry	entry	NOUN
fbem-29262	55	16	of	of	ADP
fbem-29262	55	17	invoices	invoice	NOUN
fbem-29262	55	18	,	,	PUNCT
fbem-29262	55	19	reducing	reduce	VERB
fbem-29262	55	20	manual	manual	ADJ
fbem-29262	55	21	intervention	intervention	NOUN
fbem-29262	55	22	;	;	PUNCT
fbem-29262	55	23	in	in	ADP
fbem-29262	55	24	the	the	DET
fbem-29262	55	25	fund	fund	NOUN
fbem-29262	55	26	management	management	NOUN
fbem-29262	55	27	link	link	NOUN
fbem-29262	55	28	,	,	PUNCT
fbem-29262	55	29	intelligent	intelligent	ADJ
fbem-29262	55	30	fund	fund	NOUN
fbem-29262	55	31	pool	pool	NOUN
fbem-29262	55	32	systems	system	NOUN
fbem-29262	55	33	realize	realize	VERB
fbem-29262	55	34	automatic	automatic	ADJ
fbem-29262	55	35	allocation	allocation	NOUN
fbem-29262	55	36	of	of	ADP
fbem-29262	55	37	funds	fund	NOUN
fbem-29262	55	38	,	,	PUNCT
fbem-29262	55	39	improving	improve	VERB
fbem-29262	55	40	fund	fund	NOUN
fbem-29262	55	41	utilization	utilization	NOUN
fbem-29262	55	42	efficiency	efficiency	NOUN
fbem-29262	55	43	;	;	PUNCT
fbem-29262	55	44	in	in	ADP
fbem-29262	55	45	the	the	DET
fbem-29262	55	46	budget	budget	NOUN
fbem-29262	55	47	management	management	NOUN
fbem-29262	55	48	link	link	NOUN
fbem-29262	55	49	,	,	PUNCT
fbem-29262	55	50	predictive	predictive	ADJ
fbem-29262	55	51	models	model	NOUN
fbem-29262	55	52	automatically	automatically	ADV
fbem-29262	55	53	generate	generate	VERB
fbem-29262	55	54	budget	budget	NOUN
fbem-29262	55	55	plans	plan	NOUN
fbem-29262	55	56	based	base	VERB
fbem-29262	55	57	on	on	ADP
fbem-29262	55	58	historical	historical	ADJ
fbem-29262	55	59	data	datum	NOUN
fbem-29262	55	60	,	,	PUNCT
fbem-29262	55	61	enhancing	enhance	VERB
fbem-29262	55	62	budget	budget	NOUN
fbem-29262	55	63	scientificity	scientificity	NOUN
fbem-29262	55	64	;	;	PUNCT
fbem-29262	55	65	and	and	CCONJ
fbem-29262	55	66	in	in	ADP
fbem-29262	55	67	the	the	DET
fbem-29262	55	68	report	report	NOUN
fbem-29262	55	69	analysis	analysis	NOUN
fbem-29262	55	70	link	link	NOUN
fbem-29262	55	71	,	,	PUNCT
fbem-29262	55	72	intelligent	intelligent	ADJ
fbem-29262	55	73	systems	system	NOUN
fbem-29262	55	74	automatically	automatically	ADV
fbem-29262	55	75	generate	generate	VERB
fbem-29262	55	76	analysis	analysis	NOUN
fbem-29262	55	77	reports	report	NOUN
fbem-29262	55	78	,	,	PUNCT
fbem-29262	55	79	shortening	shorten	VERB
fbem-29262	55	80	the	the	DET
fbem-29262	55	81	analysis	analysis	NOUN
fbem-29262	55	82	cycle	cycle	NOUN
fbem-29262	55	83	.	.	PUNCT
fbem-29262	56	1	the	the	DET
fbem-29262	56	2	optimized	optimize	VERB
fbem-29262	56	3	process	process	NOUN
fbem-29262	56	4	significantly	significantly	ADV
fbem-29262	56	5	improves	improve	VERB
fbem-29262	56	6	financial	financial	ADJ
fbem-29262	56	7	management	management	NOUN
fbem-29262	56	8	efficiency	efficiency	NOUN
fbem-29262	56	9	,	,	PUNCT
fbem-29262	56	10	reduces	reduce	VERB
fbem-29262	56	11	human	human	ADJ
fbem-29262	56	12	error	error	NOUN
fbem-29262	56	13	,	,	PUNCT
fbem-29262	56	14	and	and	CCONJ
fbem-29262	56	15	achieves	achieve	VERB
fbem-29262	56	16	a	a	DET
fbem-29262	56	17	refined	refined	ADJ
fbem-29262	56	18	financial	financial	ADJ
fbem-29262	56	19	management	management	NOUN
fbem-29262	56	20	operation	operation	NOUN
fbem-29262	56	21	mode	mode	NOUN
fbem-29262	56	22	.	.	PUNCT
fbem-29262	57	1	4.4	4.4	NUM
fbem-29262	57	2	.	.	PUNCT
fbem-29262	58	1	risk	risk	NOUN
fbem-29262	58	2	prevention	prevention	NOUN
fbem-29262	58	3	and	and	CCONJ
fbem-29262	58	4	control	control	NOUN
fbem-29262	58	5	system	system	NOUN
fbem-29262	58	6	construction	construction	NOUN
fbem-29262	58	7	4.4.1	4.4.1	NUM
fbem-29262	58	8	.	.	PUNCT
fbem-29262	59	1	risk	risk	NOUN
fbem-29262	59	2	identification	identification	NOUN
fbem-29262	59	3	in	in	ADP
fbem-29262	59	4	the	the	DET
fbem-29262	59	5	intelligent	intelligent	ADJ
fbem-29262	59	6	transformation	transformation	NOUN
fbem-29262	59	7	process	process	NOUN
fbem-29262	59	8	,	,	PUNCT
fbem-29262	59	9	risk	risk	NOUN
fbem-29262	59	10	identification	identification	NOUN
fbem-29262	59	11	work	work	NOUN
fbem-29262	59	12	relies	rely	VERB
fbem-29262	59	13	on	on	ADP
fbem-29262	59	14	big	big	ADJ
fbem-29262	59	15	data	datum	NOUN
fbem-29262	59	16	analysis	analysis	NOUN
fbem-29262	59	17	technology	technology	NOUN
fbem-29262	59	18	to	to	PART
fbem-29262	59	19	build	build	VERB
fbem-29262	59	20	a	a	DET
fbem-29262	59	21	risk	risk	NOUN
fbem-29262	59	22	warning	warning	NOUN
fbem-29262	59	23	model	model	NOUN
fbem-29262	59	24	.	.	PUNCT
fbem-29262	60	1	the	the	DET
fbem-29262	60	2	model	model	NOUN
fbem-29262	60	3	deeply	deeply	ADV
fbem-29262	60	4	mines	mine	VERB
fbem-29262	60	5	the	the	DET
fbem-29262	60	6	enterprise	enterprise	NOUN
fbem-29262	60	7	's	's	PART
fbem-29262	60	8	historical	historical	ADJ
fbem-29262	60	9	financial	financial	ADJ
fbem-29262	60	10	data	datum	NOUN
fbem-29262	60	11	,	,	PUNCT
fbem-29262	60	12	identifying	identify	VERB
fbem-29262	60	13	abnormal	abnormal	ADJ
fbem-29262	60	14	transaction	transaction	NOUN
fbem-29262	60	15	patterns	pattern	NOUN
fbem-29262	60	16	and	and	CCONJ
fbem-29262	60	17	potential	potential	ADJ
fbem-29262	60	18	risk	risk	NOUN
fbem-29262	60	19	points	point	NOUN
fbem-29262	60	20	.	.	PUNCT
fbem-29262	61	1	the	the	DET
fbem-29262	61	2	intelligent	intelligent	ADJ
fbem-29262	61	3	identification	identification	NOUN
fbem-29262	61	4	system	system	NOUN
fbem-29262	61	5	focuses	focus	VERB
fbem-29262	61	6	on	on	ADP
fbem-29262	61	7	monitoring	monitor	VERB
fbem-29262	61	8	key	key	ADJ
fbem-29262	61	9	links	link	NOUN
fbem-29262	61	10	such	such	ADJ
fbem-29262	61	11	as	as	ADP
fbem-29262	61	12	fund	fund	NOUN
fbem-29262	61	13	anomalies	anomaly	NOUN
fbem-29262	61	14	,	,	PUNCT
fbem-29262	61	15	invoice	invoice	NOUN
fbem-29262	61	16	authenticity	authenticity	NOUN
fbem-29262	61	17	,	,	PUNCT
fbem-29262	61	18	and	and	CCONJ
fbem-29262	61	19	contract	contract	NOUN
fbem-29262	61	20	performance	performance	NOUN
fbem-29262	61	21	,	,	PUNCT
fbem-29262	61	22	establishing	establish	VERB
fbem-29262	61	23	a	a	DET
fbem-29262	61	24	risk	risk	NOUN
fbem-29262	61	25	event	event	NOUN
fbem-29262	61	26	library	library	NOUN
fbem-29262	61	27	.	.	PUNCT
fbem-29262	62	1	according	accord	VERB
fbem-29262	62	2	to	to	ADP
fbem-29262	62	3	risk	risk	NOUN
fbem-29262	62	4	monitoring	monitoring	NOUN
fbem-29262	62	5	data	datum	NOUN
fbem-29262	62	6	,	,	PUNCT
fbem-29262	62	7	financial	financial	ADJ
fbem-29262	62	8	data	datum	NOUN
fbem-29262	62	9	falsification	falsification	NOUN
fbem-29262	62	10	accounts	account	VERB
fbem-29262	62	11	for	for	ADP
fbem-29262	62	12	32	32	NUM
fbem-29262	62	13	%	%	NOUN
fbem-29262	62	14	,	,	PUNCT
fbem-29262	62	15	fund	fund	NOUN
fbem-29262	62	16	misappropriation	misappropriation	NOUN
fbem-29262	62	17	accounts	account	VERB
fbem-29262	62	18	for	for	ADP
fbem-29262	62	19	28	28	NUM
fbem-29262	62	20	%	%	NOUN
fbem-29262	62	21	,	,	PUNCT
fbem-29262	62	22	invoice	invoice	NOUN
fbem-29262	62	23	irregularities	irregularity	NOUN
fbem-29262	62	24	account	account	VERB
fbem-29262	62	25	for	for	ADP
fbem-29262	62	26	25	25	NUM
fbem-29262	62	27	%	%	NOUN
fbem-29262	62	28	,	,	PUNCT
fbem-29262	62	29	and	and	CCONJ
fbem-29262	62	30	contract	contract	NOUN
fbem-29262	62	31	performance	performance	NOUN
fbem-29262	62	32	risk	risk	NOUN
fbem-29262	62	33	accounts	account	VERB
fbem-29262	62	34	for	for	ADP
fbem-29262	62	35	15	15	NUM
fbem-29262	62	36	%	%	NOUN
fbem-29262	62	37	,	,	PUNCT
fbem-29262	62	38	as	as	SCONJ
fbem-29262	62	39	shown	show	VERB
fbem-29262	62	40	in	in	ADP
fbem-29262	62	41	figure	figure	NOUN
fbem-29262	62	42	4	4	NUM
fbem-29262	62	43	.	.	PUNCT
fbem-29262	63	1	the	the	DET
fbem-29262	63	2	risk	risk	NOUN
fbem-29262	63	3	identification	identification	NOUN
fbem-29262	63	4	system	system	NOUN
fbem-29262	63	5	uses	use	VERB
fbem-29262	63	6	machine	machine	NOUN
fbem-29262	63	7	learning	learn	VERB
fbem-29262	63	8	algorithms	algorithm	NOUN
fbem-29262	63	9	to	to	PART
fbem-29262	63	10	continuously	continuously	ADV
fbem-29262	63	11	optimize	optimize	VERB
fbem-29262	63	12	the	the	DET
fbem-29262	63	13	risk	risk	NOUN
fbem-29262	63	14	feature	feature	NOUN
fbem-29262	63	15	library	library	NOUN
fbem-29262	63	16	,	,	PUNCT
fbem-29262	63	17	improving	improve	VERB
fbem-29262	63	18	the	the	DET
fbem-29262	63	19	accuracy	accuracy	NOUN
fbem-29262	63	20	of	of	ADP
fbem-29262	63	21	risk	risk	NOUN
fbem-29262	63	22	identification	identification	NOUN
fbem-29262	63	23	.	.	PUNCT
fbem-29262	64	1	the	the	DET
fbem-29262	64	2	system	system	NOUN
fbem-29262	64	3	scans	scan	VERB
fbem-29262	64	4	business	business	NOUN
fbem-29262	64	5	data	datum	NOUN
fbem-29262	64	6	in	in	ADP
fbem-29262	64	7	real	real	ADJ
fbem-29262	64	8	-	-	PUNCT
fbem-29262	64	9	time	time	NOUN
fbem-29262	64	10	every	every	DET
fbem-29262	64	11	day	day	NOUN
fbem-29262	64	12	,	,	PUNCT
fbem-29262	64	13	automatically	automatically	ADV
fbem-29262	64	14	warning	warning	NOUN
fbem-29262	64	15	of	of	ADP
fbem-29262	64	16	indicators	indicator	NOUN
fbem-29262	64	17	that	that	PRON
fbem-29262	64	18	exceed	exceed	VERB
fbem-29262	64	19	the	the	DET
fbem-29262	64	20	normal	normal	ADJ
fbem-29262	64	21	fluctuation	fluctuation	NOUN
fbem-29262	64	22	range	range	NOUN
fbem-29262	64	23	,	,	PUNCT
fbem-29262	64	24	effectively	effectively	ADV
fbem-29262	64	25	reducing	reduce	VERB
fbem-29262	64	26	manual	manual	ADJ
fbem-29262	64	27	identification	identification	NOUN
fbem-29262	64	28	costs	cost	NOUN
fbem-29262	64	29	[	[	X
fbem-29262	64	30	9	9	NUM
fbem-29262	64	31	]	]	SYM
fbem-29262	64	32	.	.	PUNCT
fbem-29262	65	1	149	149	NUM
fbem-29262	65	2	figure	figure	NOUN
fbem-29262	65	3	4	4	NUM
fbem-29262	65	4	.	.	PUNCT
fbem-29262	65	5	risk	risk	NOUN
fbem-29262	65	6	identification	identification	NOUN
fbem-29262	65	7	trend	trend	NOUN
fbem-29262	65	8	4.4.2	4.4.2	NUM
fbem-29262	65	9	.	.	PUNCT
fbem-29262	66	1	risk	risk	NOUN
fbem-29262	66	2	assessment	assessment	NOUN
fbem-29262	66	3	in	in	ADP
fbem-29262	66	4	the	the	DET
fbem-29262	66	5	risk	risk	NOUN
fbem-29262	66	6	assessment	assessment	NOUN
fbem-29262	66	7	stage	stage	NOUN
fbem-29262	66	8	,	,	PUNCT
fbem-29262	66	9	a	a	DET
fbem-29262	66	10	quantitative	quantitative	ADJ
fbem-29262	66	11	assessment	assessment	NOUN
fbem-29262	66	12	model	model	NOUN
fbem-29262	66	13	is	be	AUX
fbem-29262	66	14	used	use	VERB
fbem-29262	66	15	to	to	PART
fbem-29262	66	16	categorize	categorize	VERB
fbem-29262	66	17	and	and	CCONJ
fbem-29262	66	18	manage	manage	VERB
fbem-29262	66	19	identified	identify	VERB
fbem-29262	66	20	risks	risk	NOUN
fbem-29262	66	21	.	.	PUNCT
fbem-29262	67	1	the	the	DET
fbem-29262	67	2	assessment	assessment	NOUN
fbem-29262	67	3	indicator	indicator	NOUN
fbem-29262	67	4	system	system	NOUN
fbem-29262	67	5	includes	include	VERB
fbem-29262	67	6	dimensions	dimension	NOUN
fbem-29262	67	7	such	such	ADJ
fbem-29262	67	8	as	as	ADP
fbem-29262	67	9	risk	risk	NOUN
fbem-29262	67	10	occurrence	occurrence	NOUN
fbem-29262	67	11	probability	probability	NOUN
fbem-29262	67	12	,	,	PUNCT
fbem-29262	67	13	impact	impact	NOUN
fbem-29262	67	14	degree	degree	NOUN
fbem-29262	67	15	,	,	PUNCT
fbem-29262	67	16	and	and	CCONJ
fbem-29262	67	17	loss	loss	NOUN
fbem-29262	67	18	scale	scale	NOUN
fbem-29262	67	19	,	,	PUNCT
fbem-29262	67	20	and	and	CCONJ
fbem-29262	67	21	uses	use	VERB
fbem-29262	67	22	intelligent	intelligent	ADJ
fbem-29262	67	23	algorithms	algorithm	NOUN
fbem-29262	67	24	to	to	PART
fbem-29262	67	25	assign	assign	VERB
fbem-29262	67	26	weights	weight	NOUN
fbem-29262	67	27	to	to	ADP
fbem-29262	67	28	each	each	DET
fbem-29262	67	29	indicator	indicator	NOUN
fbem-29262	67	30	.	.	PUNCT
fbem-29262	68	1	as	as	SCONJ
fbem-29262	68	2	shown	show	VERB
fbem-29262	68	3	in	in	ADP
fbem-29262	68	4	figure	figure	NOUN
fbem-29262	68	5	5	5	NUM
fbem-29262	68	6	,	,	PUNCT
fbem-29262	68	7	the	the	DET
fbem-29262	68	8	assessment	assessment	NOUN
fbem-29262	68	9	data	datum	NOUN
fbem-29262	68	10	indicates	indicate	VERB
fbem-29262	68	11	that	that	SCONJ
fbem-29262	68	12	highrisk	highrisk	NOUN
fbem-29262	68	13	items	item	NOUN
fbem-29262	68	14	account	account	VERB
fbem-29262	68	15	for	for	ADP
fbem-29262	68	16	23	23	NUM
fbem-29262	68	17	%	%	NOUN
fbem-29262	68	18	,	,	PUNCT
fbem-29262	68	19	medium	medium	ADJ
fbem-29262	68	20	-	-	PUNCT
fbem-29262	68	21	risk	risk	NOUN
fbem-29262	68	22	items	item	NOUN
fbem-29262	68	23	account	account	VERB
fbem-29262	68	24	for	for	ADP
fbem-29262	68	25	45	45	NUM
fbem-29262	68	26	%	%	NOUN
fbem-29262	68	27	,	,	PUNCT
fbem-29262	68	28	and	and	CCONJ
fbem-29262	68	29	low	low	ADJ
fbem-29262	68	30	-	-	PUNCT
fbem-29262	68	31	risk	risk	NOUN
fbem-29262	68	32	items	item	NOUN
fbem-29262	68	33	account	account	VERB
fbem-29262	68	34	for	for	ADP
fbem-29262	68	35	32	32	NUM
fbem-29262	68	36	%	%	NOUN
fbem-29262	68	37	.	.	PUNCT
fbem-29262	69	1	in	in	ADP
fbem-29262	69	2	terms	term	NOUN
fbem-29262	69	3	of	of	ADP
fbem-29262	69	4	risk	risk	NOUN
fbem-29262	69	5	impact	impact	NOUN
fbem-29262	69	6	degree	degree	NOUN
fbem-29262	69	7	,	,	PUNCT
fbem-29262	69	8	direct	direct	ADJ
fbem-29262	69	9	economic	economic	ADJ
fbem-29262	69	10	loss	loss	NOUN
fbem-29262	69	11	risk	risk	NOUN
fbem-29262	69	12	accounts	account	VERB
fbem-29262	69	13	for	for	ADP
fbem-29262	69	14	56	56	NUM
fbem-29262	69	15	%	%	NOUN
fbem-29262	69	16	,	,	PUNCT
fbem-29262	69	17	compliance	compliance	NOUN
fbem-29262	69	18	risk	risk	NOUN
fbem-29262	69	19	accounts	account	VERB
fbem-29262	69	20	for	for	ADP
fbem-29262	69	21	25	25	NUM
fbem-29262	69	22	%	%	NOUN
fbem-29262	69	23	,	,	PUNCT
fbem-29262	69	24	and	and	CCONJ
fbem-29262	69	25	reputation	reputation	NOUN
fbem-29262	69	26	risk	risk	NOUN
fbem-29262	69	27	accounts	account	VERB
fbem-29262	69	28	for	for	ADP
fbem-29262	69	29	19	19	NUM
fbem-29262	69	30	%	%	NOUN
fbem-29262	69	31	.	.	PUNCT
fbem-29262	70	1	the	the	DET
fbem-29262	70	2	assessment	assessment	NOUN
fbem-29262	70	3	system	system	NOUN
fbem-29262	70	4	dynamically	dynamically	ADV
fbem-29262	70	5	adjusts	adjust	VERB
fbem-29262	70	6	the	the	DET
fbem-29262	70	7	risk	risk	NOUN
fbem-29262	70	8	level	level	NOUN
fbem-29262	70	9	,	,	PUNCT
fbem-29262	70	10	combines	combine	VERB
fbem-29262	70	11	industry	industry	NOUN
fbem-29262	70	12	data	datum	NOUN
fbem-29262	70	13	for	for	ADP
fbem-29262	70	14	benchmarking	benchmarke	VERB
fbem-29262	70	15	analysis	analysis	NOUN
fbem-29262	70	16	,	,	PUNCT
fbem-29262	70	17	and	and	CCONJ
fbem-29262	70	18	generates	generate	VERB
fbem-29262	70	19	a	a	DET
fbem-29262	70	20	risk	risk	NOUN
fbem-29262	70	21	assessment	assessment	NOUN
fbem-29262	70	22	report	report	NOUN
fbem-29262	70	23	to	to	PART
fbem-29262	70	24	provide	provide	VERB
fbem-29262	70	25	a	a	DET
fbem-29262	70	26	decision	decision	NOUN
fbem-29262	70	27	-	-	PUNCT
fbem-29262	70	28	making	making	NOUN
fbem-29262	70	29	basis	basis	NOUN
fbem-29262	70	30	for	for	ADP
fbem-29262	70	31	subsequent	subsequent	ADJ
fbem-29262	70	32	risk	risk	NOUN
fbem-29262	70	33	control	control	NOUN
fbem-29262	70	34	.	.	PUNCT
fbem-29262	71	1	the	the	DET
fbem-29262	71	2	assessment	assessment	NOUN
fbem-29262	71	3	results	result	NOUN
fbem-29262	71	4	show	show	VERB
fbem-29262	71	5	that	that	SCONJ
fbem-29262	71	6	the	the	DET
fbem-29262	71	7	intelligent	intelligent	ADJ
fbem-29262	71	8	assessment	assessment	NOUN
fbem-29262	71	9	model	model	NOUN
fbem-29262	71	10	has	have	VERB
fbem-29262	71	11	an	an	DET
fbem-29262	71	12	accuracy	accuracy	NOUN
fbem-29262	71	13	rate	rate	NOUN
fbem-29262	71	14	85	85	NUM
fbem-29262	71	15	%	%	NOUN
fbem-29262	71	16	higher	high	ADJ
fbem-29262	71	17	than	than	ADP
fbem-29262	71	18	traditional	traditional	ADJ
fbem-29262	71	19	manual	manual	ADJ
fbem-29262	71	20	assessment	assessment	NOUN
fbem-29262	71	21	methods	method	NOUN
fbem-29262	71	22	,	,	PUNCT
fbem-29262	71	23	and	and	CCONJ
fbem-29262	71	24	the	the	DET
fbem-29262	71	25	assessment	assessment	NOUN
fbem-29262	71	26	cycle	cycle	NOUN
fbem-29262	71	27	is	be	AUX
fbem-29262	71	28	shortened	shorten	VERB
fbem-29262	71	29	by	by	ADP
fbem-29262	71	30	65	65	NUM
fbem-29262	71	31	%	%	NOUN
fbem-29262	71	32	.	.	PUNCT
fbem-29262	72	1	figure	figure	NOUN
fbem-29262	72	2	5	5	NUM
fbem-29262	72	3	.	.	PUNCT
fbem-29262	72	4	risk	risk	NOUN
fbem-29262	72	5	assessment	assessment	NOUN
fbem-29262	72	6	analysis	analysis	NOUN
fbem-29262	72	7	4.4.3	4.4.3	NUM
fbem-29262	72	8	.	.	PUNCT
fbem-29262	72	9	risk	risk	NOUN
fbem-29262	72	10	control	control	NOUN
fbem-29262	72	11	measures	measure	NOUN
fbem-29262	72	12	table	table	NOUN
fbem-29262	72	13	2	2	NUM
fbem-29262	72	14	.	.	PUNCT
fbem-29262	72	15	risk	risk	NOUN
fbem-29262	72	16	control	control	NOUN
fbem-29262	72	17	measures	measure	NOUN
fbem-29262	72	18	implementation	implementation	NOUN
fbem-29262	72	19	effect	effect	NOUN
fbem-29262	72	20	comparison	comparison	NOUN
fbem-29262	72	21	control	control	NOUN
fbem-29262	72	22	indicator	indicator	PROPN
fbem-29262	72	23	before	before	ADP
fbem-29262	72	24	impleme	impleme	ADJ
fbem-29262	72	25	ntation	ntation	NOUN
fbem-29262	72	26	after	after	SCONJ
fbem-29262	72	27	implemen	implemen	PROPN
fbem-29262	72	28	tation	tation	PROPN
fbem-29262	72	29	improveme	improveme	NOUN
fbem-29262	72	30	nt	not	PART
fbem-29262	72	31	intelligent	intelligent	ADJ
fbem-29262	72	32	approval	approval	NOUN
fbem-29262	72	33	system	system	NOUN
fbem-29262	72	34	coverage	coverage	NOUN
fbem-29262	72	35	rate	rate	NOUN
fbem-29262	72	36	45	45	NUM
fbem-29262	72	37	%	%	NOUN
fbem-29262	72	38	95	95	NUM
fbem-29262	72	39	%	%	NOUN
fbem-29262	72	40	50	50	NUM
fbem-29262	72	41	%	%	NOUN
fbem-29262	72	42	fund	fund	NOUN
fbem-29262	72	43	limit	limit	NOUN
fbem-29262	72	44	control	control	NOUN
fbem-29262	72	45	accuracy	accuracy	NOUN
fbem-29262	72	46	rate	rate	NOUN
fbem-29262	72	47	75	75	NUM
fbem-29262	72	48	%	%	NOUN
fbem-29262	72	49	98	98	NUM
fbem-29262	72	50	%	%	NOUN
fbem-29262	72	51	23	23	NUM
fbem-29262	72	52	%	%	NOUN
fbem-29262	72	53	data	datum	NOUN
fbem-29262	72	54	security	security	NOUN
fbem-29262	72	55	rate	rate	NOUN
fbem-29262	72	56	65	65	NUM
fbem-29262	72	57	%	%	NOUN
fbem-29262	72	58	87	87	NUM
fbem-29262	72	59	%	%	NOUN
fbem-29262	72	60	22	22	NUM
fbem-29262	72	61	%	%	NOUN
fbem-29262	72	62	major	major	ADJ
fbem-29262	72	63	risk	risk	NOUN
fbem-29262	72	64	event	event	NOUN
fbem-29262	72	65	occurrence	occurrence	NOUN
fbem-29262	72	66	rate	rate	NOUN
fbem-29262	72	67	8.50	8.50	NUM
fbem-29262	72	68	%	%	NOUN
fbem-29262	72	69	2.00	2.00	NUM
fbem-29262	72	70	%	%	NOUN
fbem-29262	72	71	-76	-76	NUM
fbem-29262	72	72	%	%	NOUN
fbem-29262	72	73	risk	risk	NOUN
fbem-29262	72	74	loss	loss	NOUN
fbem-29262	72	75	amount	amount	NOUN
fbem-29262	72	76	(	(	PUNCT
fbem-29262	72	77	10,000	10,000	NUM
fbem-29262	72	78	yuan	yuan	NOUN
fbem-29262	72	79	/	/	SYM
fbem-29262	72	80	year	year	NOUN
fbem-29262	72	81	)	)	PUNCT
fbem-29262	72	82	850	850	NUM
fbem-29262	72	83	153	153	NUM
fbem-29262	72	84	-82	-82	NUM
fbem-29262	72	85	%	%	NOUN
fbem-29262	72	86	internal	internal	ADJ
fbem-29262	72	87	control	control	NOUN
fbem-29262	72	88	compliance	compliance	NOUN
fbem-29262	72	89	rating	rating	NOUN
fbem-29262	72	90	c	c	NOUN
fbem-29262	72	91	-	-	PUNCT
fbem-29262	72	92	level	level	NOUN
fbem-29262	72	93	a	a	DET
fbem-29262	72	94	-	-	PUNCT
fbem-29262	72	95	level	level	NOUN
fbem-29262	72	96	+3	+3	PROPN
fbem-29262	72	97	levels	level	NOUN
fbem-29262	72	98	based	base	VERB
fbem-29262	72	99	on	on	ADP
fbem-29262	72	100	the	the	DET
fbem-29262	72	101	risk	risk	NOUN
fbem-29262	72	102	identification	identification	NOUN
fbem-29262	72	103	and	and	CCONJ
fbem-29262	72	104	assessment	assessment	NOUN
fbem-29262	72	105	results	result	NOUN
fbem-29262	72	106	,	,	PUNCT
fbem-29262	72	107	a	a	DET
fbem-29262	72	108	multi	multi	ADJ
fbem-29262	72	109	-	-	ADJ
fbem-29262	72	110	level	level	ADJ
fbem-29262	72	111	risk	risk	NOUN
fbem-29262	72	112	control	control	NOUN
fbem-29262	72	113	system	system	NOUN
fbem-29262	72	114	is	be	AUX
fbem-29262	72	115	constructed	construct	VERB
fbem-29262	72	116	.	.	PUNCT
fbem-29262	73	1	as	as	SCONJ
fbem-29262	73	2	shown	show	VERB
fbem-29262	73	3	in	in	ADP
fbem-29262	73	4	table	table	NOUN
fbem-29262	73	5	2	2	NUM
fbem-29262	73	6	,	,	PUNCT
fbem-29262	73	7	at	at	ADP
fbem-29262	73	8	the	the	DET
fbem-29262	73	9	business	business	NOUN
fbem-29262	73	10	level	level	NOUN
fbem-29262	73	11	,	,	PUNCT
fbem-29262	73	12	an	an	DET
fbem-29262	73	13	intelligent	intelligent	ADJ
fbem-29262	73	14	approval	approval	NOUN
fbem-29262	73	15	system	system	NOUN
fbem-29262	73	16	is	be	AUX
fbem-29262	73	17	deployed	deploy	VERB
fbem-29262	73	18	to	to	PART
fbem-29262	73	19	automatically	automatically	ADV
fbem-29262	73	20	intercept	intercept	VERB
fbem-29262	73	21	excessive	excessive	ADJ
fbem-29262	73	22	and	and	CCONJ
fbem-29262	73	23	abnormal	abnormal	ADJ
fbem-29262	73	24	transactions	transaction	NOUN
fbem-29262	73	25	,	,	PUNCT
fbem-29262	73	26	with	with	ADP
fbem-29262	73	27	a	a	DET
fbem-29262	73	28	control	control	NOUN
fbem-29262	73	29	measure	measure	NOUN
fbem-29262	73	30	coverage	coverage	NOUN
fbem-29262	73	31	rate	rate	NOUN
fbem-29262	73	32	of	of	ADP
fbem-29262	73	33	95	95	NUM
fbem-29262	73	34	%	%	NOUN
fbem-29262	73	35	.	.	PUNCT
fbem-29262	74	1	in	in	ADP
fbem-29262	74	2	the	the	DET
fbem-29262	74	3	fund	fund	NOUN
fbem-29262	74	4	management	management	NOUN
fbem-29262	74	5	link	link	NOUN
fbem-29262	74	6	,	,	PUNCT
fbem-29262	74	7	intelligent	intelligent	ADJ
fbem-29262	74	8	fund	fund	NOUN
fbem-29262	74	9	pool	pool	NOUN
fbem-29262	74	10	management	management	NOUN
fbem-29262	74	11	is	be	AUX
fbem-29262	74	12	implemented	implement	VERB
fbem-29262	74	13	,	,	PUNCT
fbem-29262	74	14	with	with	ADP
fbem-29262	74	15	a	a	DET
fbem-29262	74	16	limit	limit	NOUN
fbem-29262	74	17	control	control	NOUN
fbem-29262	74	18	accuracy	accuracy	NOUN
fbem-29262	74	19	rate	rate	NOUN
fbem-29262	74	20	of	of	ADP
fbem-29262	74	21	98	98	NUM
fbem-29262	74	22	%	%	NOUN
fbem-29262	74	23	.	.	PUNCT
fbem-29262	75	1	at	at	ADP
fbem-29262	75	2	the	the	DET
fbem-29262	75	3	system	system	NOUN
fbem-29262	75	4	level	level	NOUN
fbem-29262	75	5	,	,	PUNCT
fbem-29262	75	6	blockchain	blockchain	PROPN
fbem-29262	75	7	technology	technology	PROPN
fbem-29262	75	8	is	be	AUX
fbem-29262	75	9	used	use	VERB
fbem-29262	75	10	to	to	PART
fbem-29262	75	11	ensure	ensure	VERB
fbem-29262	75	12	that	that	SCONJ
fbem-29262	75	13	transaction	transaction	NOUN
fbem-29262	75	14	data	datum	NOUN
fbem-29262	75	15	is	be	AUX
fbem-29262	75	16	tamper	tamper	NOUN
fbem-29262	75	17	-	-	NOUN
fbem-29262	75	18	proof	proof	ADJ
fbem-29262	75	19	,	,	PUNCT
fbem-29262	75	20	with	with	ADP
fbem-29262	75	21	a	a	DET
fbem-29262	75	22	data	data	NOUN
fbem-29262	75	23	security	security	NOUN
fbem-29262	75	24	rate	rate	NOUN
fbem-29262	75	25	of	of	ADP
fbem-29262	75	26	87	87	NUM
fbem-29262	75	27	%	%	NOUN
fbem-29262	75	28	.	.	PUNCT
fbem-29262	76	1	a	a	DET
fbem-29262	76	2	risk	risk	NOUN
fbem-29262	76	3	warning	warning	NOUN
fbem-29262	76	4	platform	platform	NOUN
fbem-29262	76	5	is	be	AUX
fbem-29262	76	6	established	establish	VERB
fbem-29262	76	7	to	to	PART
fbem-29262	76	8	realize	realize	VERB
fbem-29262	76	9	multidimensional	multidimensional	ADJ
fbem-29262	76	10	visualization	visualization	NOUN
fbem-29262	76	11	of	of	ADP
fbem-29262	76	12	risk	risk	NOUN
fbem-29262	76	13	information	information	NOUN
fbem-29262	76	14	,	,	PUNCT
fbem-29262	76	15	allowing	allow	VERB
fbem-29262	76	16	management	management	NOUN
fbem-29262	76	17	to	to	PART
fbem-29262	76	18	grasp	grasp	VERB
fbem-29262	76	19	the	the	DET
fbem-29262	76	20	risk	risk	NOUN
fbem-29262	76	21	situation	situation	NOUN
fbem-29262	76	22	in	in	ADP
fbem-29262	76	23	real	real	ADJ
fbem-29262	76	24	-	-	PUNCT
fbem-29262	76	25	time	time	NOUN
fbem-29262	76	26	.	.	PUNCT
fbem-29262	77	1	after	after	ADP
fbem-29262	77	2	implementing	implement	VERB
fbem-29262	77	3	risk	risk	NOUN
fbem-29262	77	4	control	control	NOUN
fbem-29262	77	5	measures	measure	NOUN
fbem-29262	77	6	,	,	PUNCT
fbem-29262	77	7	the	the	DET
fbem-29262	77	8	occurrence	occurrence	NOUN
fbem-29262	77	9	rate	rate	NOUN
fbem-29262	77	10	of	of	ADP
fbem-29262	77	11	major	major	ADJ
fbem-29262	77	12	risk	risk	NOUN
fbem-29262	77	13	events	event	NOUN
fbem-29262	77	14	decreased	decrease	VERB
fbem-29262	77	15	by	by	ADP
fbem-29262	77	16	76	76	NUM
fbem-29262	77	17	%	%	NOUN
fbem-29262	77	18	,	,	PUNCT
fbem-29262	77	19	the	the	DET
fbem-29262	77	20	risk	risk	NOUN
fbem-29262	77	21	loss	loss	NOUN
fbem-29262	77	22	amount	amount	NOUN
fbem-29262	77	23	decreased	decrease	VERB
fbem-29262	77	24	by	by	ADP
fbem-29262	77	25	82	82	NUM
fbem-29262	77	26	%	%	NOUN
fbem-29262	77	27	,	,	PUNCT
fbem-29262	77	28	and	and	CCONJ
fbem-29262	77	29	the	the	DET
fbem-29262	77	30	internal	internal	ADJ
fbem-29262	77	31	control	control	NOUN
fbem-29262	77	32	compliance	compliance	NOUN
fbem-29262	77	33	rating	rating	NOUN
fbem-29262	77	34	was	be	AUX
fbem-29262	77	35	upgraded	upgrade	VERB
fbem-29262	77	36	to	to	ADP
fbem-29262	77	37	a	a	DET
fbem-29262	77	38	-	-	PUNCT
fbem-29262	77	39	level	level	NOUN
fbem-29262	77	40	,	,	PUNCT
fbem-29262	77	41	with	with	ADP
fbem-29262	77	42	a	a	DET
fbem-29262	77	43	significant	significant	ADJ
fbem-29262	77	44	improvement	improvement	NOUN
fbem-29262	77	45	in	in	ADP
fbem-29262	77	46	risk	risk	NOUN
fbem-29262	77	47	control	control	NOUN
fbem-29262	77	48	effectiveness	effectiveness	NOUN
fbem-29262	77	49	,	,	PUNCT
fbem-29262	77	50	providing	provide	VERB
fbem-29262	77	51	a	a	DET
fbem-29262	77	52	safeguard	safeguard	NOUN
fbem-29262	77	53	for	for	ADP
fbem-29262	77	54	the	the	DET
fbem-29262	77	55	enterprise	enterprise	NOUN
fbem-29262	77	56	's	's	PART
fbem-29262	77	57	intelligent	intelligent	ADJ
fbem-29262	77	58	transformation	transformation	NOUN
fbem-29262	78	1	[	[	X
fbem-29262	78	2	10	10	NUM
fbem-29262	78	3	]	]	PUNCT
fbem-29262	78	4	.	.	PUNCT
fbem-29262	79	1	4.5	4.5	NUM
fbem-29262	79	2	.	.	PUNCT
fbem-29262	80	1	performance	performance	NOUN
fbem-29262	80	2	evaluation	evaluation	NOUN
fbem-29262	80	3	system	system	NOUN
fbem-29262	80	4	design	design	VERB
fbem-29262	80	5	4.5.1	4.5.1	NUM
fbem-29262	80	6	.	.	PUNCT
fbem-29262	81	1	evaluation	evaluation	NOUN
fbem-29262	81	2	indicator	indicator	NOUN
fbem-29262	81	3	system	system	NOUN
fbem-29262	81	4	the	the	DET
fbem-29262	81	5	performance	performance	NOUN
fbem-29262	81	6	evaluation	evaluation	NOUN
fbem-29262	81	7	indicator	indicator	NOUN
fbem-29262	81	8	system	system	NOUN
fbem-29262	81	9	for	for	ADP
fbem-29262	81	10	financial	financial	ADJ
fbem-29262	81	11	management	management	NOUN
fbem-29262	81	12	in	in	ADP
fbem-29262	81	13	the	the	DET
fbem-29262	81	14	context	context	NOUN
fbem-29262	81	15	of	of	ADP
fbem-29262	81	16	intelligent	intelligent	ADJ
fbem-29262	81	17	transformation	transformation	NOUN
fbem-29262	81	18	is	be	AUX
fbem-29262	81	19	developed	develop	VERB
fbem-29262	81	20	from	from	ADP
fbem-29262	81	21	three	three	NUM
fbem-29262	81	22	dimensions	dimension	NOUN
fbem-29262	81	23	:	:	PUNCT
fbem-29262	81	24	financial	financial	ADJ
fbem-29262	81	25	benefits	benefit	NOUN
fbem-29262	81	26	,	,	PUNCT
fbem-29262	81	27	management	management	NOUN
fbem-29262	81	28	efficiency	efficiency	NOUN
fbem-29262	81	29	,	,	PUNCT
fbem-29262	81	30	and	and	CCONJ
fbem-29262	81	31	innovation	innovation	NOUN
fbem-29262	81	32	capabilities	capability	NOUN
fbem-29262	81	33	.	.	PUNCT
fbem-29262	82	1	as	as	SCONJ
fbem-29262	82	2	shown	show	VERB
fbem-29262	82	3	in	in	ADP
fbem-29262	82	4	figure	figure	NOUN
fbem-29262	82	5	6	6	NUM
fbem-29262	82	6	,	,	PUNCT
fbem-29262	82	7	the	the	DET
fbem-29262	82	8	financial	financial	ADJ
fbem-29262	82	9	benefits	benefit	NOUN
fbem-29262	82	10	dimension	dimension	NOUN
fbem-29262	82	11	includes	include	VERB
fbem-29262	82	12	indicators	indicator	NOUN
fbem-29262	82	13	such	such	ADJ
fbem-29262	82	14	as	as	ADP
fbem-29262	82	15	cost	cost	NOUN
fbem-29262	82	16	savings	saving	NOUN
fbem-29262	82	17	rate	rate	NOUN
fbem-29262	82	18	and	and	CCONJ
fbem-29262	82	19	investment	investment	NOUN
fbem-29262	82	20	return	return	NOUN
fbem-29262	82	21	rate	rate	NOUN
fbem-29262	82	22	,	,	PUNCT
fbem-29262	82	23	150	150	NUM
fbem-29262	82	24	with	with	ADP
fbem-29262	82	25	data	datum	NOUN
fbem-29262	82	26	showing	show	VERB
fbem-29262	82	27	a	a	DET
fbem-29262	82	28	cost	cost	NOUN
fbem-29262	82	29	savings	saving	NOUN
fbem-29262	82	30	rate	rate	NOUN
fbem-29262	82	31	of	of	ADP
fbem-29262	82	32	35	35	NUM
fbem-29262	82	33	%	%	NOUN
fbem-29262	82	34	and	and	CCONJ
fbem-29262	82	35	an	an	DET
fbem-29262	82	36	investment	investment	NOUN
fbem-29262	82	37	return	return	NOUN
fbem-29262	82	38	rate	rate	NOUN
fbem-29262	82	39	increase	increase	NOUN
fbem-29262	82	40	of	of	ADP
fbem-29262	82	41	28	28	NUM
fbem-29262	82	42	%	%	NOUN
fbem-29262	82	43	;	;	PUNCT
fbem-29262	82	44	the	the	DET
fbem-29262	82	45	management	management	NOUN
fbem-29262	82	46	efficiency	efficiency	NOUN
fbem-29262	82	47	dimension	dimension	NOUN
fbem-29262	82	48	includes	include	VERB
fbem-29262	82	49	indicators	indicator	NOUN
fbem-29262	82	50	such	such	ADJ
fbem-29262	82	51	as	as	ADP
fbem-29262	82	52	business	business	NOUN
fbem-29262	82	53	processing	processing	NOUN
fbem-29262	82	54	timeliness	timeliness	NOUN
fbem-29262	82	55	and	and	CCONJ
fbem-29262	82	56	error	error	NOUN
fbem-29262	82	57	rate	rate	NOUN
fbem-29262	82	58	,	,	PUNCT
fbem-29262	82	59	with	with	ADP
fbem-29262	82	60	business	business	NOUN
fbem-29262	82	61	processing	processing	NOUN
fbem-29262	82	62	timeliness	timeliness	NOUN
fbem-29262	82	63	improving	improve	VERB
fbem-29262	82	64	by	by	ADP
fbem-29262	82	65	65	65	NUM
fbem-29262	82	66	%	%	NOUN
fbem-29262	82	67	and	and	CCONJ
fbem-29262	82	68	error	error	NOUN
fbem-29262	82	69	rate	rate	NOUN
fbem-29262	82	70	decreasing	decrease	VERB
fbem-29262	82	71	to	to	ADP
fbem-29262	82	72	0.5	0.5	NUM
fbem-29262	82	73	%	%	NOUN
fbem-29262	82	74	;	;	PUNCT
fbem-29262	82	75	and	and	CCONJ
fbem-29262	82	76	the	the	DET
fbem-29262	82	77	innovation	innovation	NOUN
fbem-29262	82	78	capabilities	capability	NOUN
fbem-29262	82	79	dimension	dimension	NOUN
fbem-29262	82	80	includes	include	VERB
fbem-29262	82	81	indicators	indicator	NOUN
fbem-29262	82	82	such	such	ADJ
fbem-29262	82	83	as	as	ADP
fbem-29262	82	84	system	system	NOUN
fbem-29262	82	85	application	application	NOUN
fbem-29262	82	86	coverage	coverage	NOUN
fbem-29262	82	87	rate	rate	NOUN
fbem-29262	82	88	and	and	CCONJ
fbem-29262	82	89	data	datum	NOUN
fbem-29262	82	90	analysis	analysis	NOUN
fbem-29262	82	91	application	application	NOUN
fbem-29262	82	92	rate	rate	NOUN
fbem-29262	82	93	,	,	PUNCT
fbem-29262	82	94	with	with	ADP
fbem-29262	82	95	system	system	NOUN
fbem-29262	82	96	application	application	NOUN
fbem-29262	82	97	coverage	coverage	NOUN
fbem-29262	82	98	rate	rate	NOUN
fbem-29262	82	99	reaching	reach	VERB
fbem-29262	82	100	92	92	NUM
fbem-29262	82	101	%	%	NOUN
fbem-29262	82	102	and	and	CCONJ
fbem-29262	82	103	data	data	VERB
fbem-29262	82	104	analysis	analysis	NOUN
fbem-29262	82	105	application	application	NOUN
fbem-29262	82	106	rate	rate	NOUN
fbem-29262	82	107	reaching	reach	VERB
fbem-29262	82	108	85	85	NUM
fbem-29262	82	109	%	%	NOUN
fbem-29262	82	110	[	[	X
fbem-29262	82	111	11	11	NUM
fbem-29262	82	112	]	]	PUNCT
fbem-29262	82	113	.	.	PUNCT
fbem-29262	83	1	the	the	DET
fbem-29262	83	2	indicator	indicator	NOUN
fbem-29262	83	3	system	system	NOUN
fbem-29262	83	4	uses	use	VERB
fbem-29262	83	5	a	a	DET
fbem-29262	83	6	hierarchical	hierarchical	ADJ
fbem-29262	83	7	weighted	weight	VERB
fbem-29262	83	8	approach	approach	NOUN
fbem-29262	83	9	to	to	PART
fbem-29262	83	10	establish	establish	VERB
fbem-29262	83	11	a	a	DET
fbem-29262	83	12	scoring	scoring	NOUN
fbem-29262	83	13	model	model	NOUN
fbem-29262	83	14	,	,	PUNCT
fbem-29262	83	15	achieving	achieve	VERB
fbem-29262	83	16	standardization	standardization	NOUN
fbem-29262	83	17	and	and	CCONJ
fbem-29262	83	18	scientification	scientification	NOUN
fbem-29262	83	19	of	of	ADP
fbem-29262	83	20	the	the	DET
fbem-29262	83	21	evaluation	evaluation	NOUN
fbem-29262	83	22	process	process	NOUN
fbem-29262	83	23	.	.	PUNCT
fbem-29262	84	1	the	the	DET
fbem-29262	84	2	evaluation	evaluation	NOUN
fbem-29262	84	3	indicator	indicator	NOUN
fbem-29262	84	4	weights	weight	NOUN
fbem-29262	84	5	are	be	AUX
fbem-29262	84	6	allocated	allocate	VERB
fbem-29262	84	7	based	base	VERB
fbem-29262	84	8	on	on	ADP
fbem-29262	84	9	the	the	DET
fbem-29262	84	10	company	company	NOUN
fbem-29262	84	11	's	's	PART
fbem-29262	84	12	strategic	strategic	ADJ
fbem-29262	84	13	priorities	priority	NOUN
fbem-29262	84	14	and	and	CCONJ
fbem-29262	84	15	development	development	NOUN
fbem-29262	84	16	stage	stage	NOUN
fbem-29262	84	17	,	,	PUNCT
fbem-29262	84	18	ensuring	ensure	VERB
fbem-29262	84	19	the	the	DET
fbem-29262	84	20	indicators	indicator	NOUN
fbem-29262	84	21	'	'	PART
fbem-29262	84	22	guidance	guidance	NOUN
fbem-29262	84	23	.	.	PUNCT
fbem-29262	85	1	figure	figure	NOUN
fbem-29262	85	2	6	6	NUM
fbem-29262	85	3	.	.	PUNCT
fbem-29262	86	1	performance	performance	NOUN
fbem-29262	86	2	indicator	indicator	NOUN
fbem-29262	86	3	trend	trend	NOUN
fbem-29262	86	4	4.5.2	4.5.2	NUM
fbem-29262	86	5	.	.	PUNCT
fbem-29262	86	6	evaluation	evaluation	NOUN
fbem-29262	86	7	method	method	NOUN
fbem-29262	86	8	design	design	VERB
fbem-29262	86	9	the	the	DET
fbem-29262	86	10	evaluation	evaluation	NOUN
fbem-29262	86	11	method	method	NOUN
fbem-29262	86	12	design	design	NOUN
fbem-29262	86	13	adopts	adopt	VERB
fbem-29262	86	14	a	a	DET
fbem-29262	86	15	data	data	NOUN
fbem-29262	86	16	-	-	PUNCT
fbem-29262	86	17	driven	drive	VERB
fbem-29262	86	18	quantitative	quantitative	ADJ
fbem-29262	86	19	evaluation	evaluation	NOUN
fbem-29262	86	20	model	model	NOUN
fbem-29262	86	21	,	,	PUNCT
fbem-29262	86	22	combining	combine	VERB
fbem-29262	86	23	intelligent	intelligent	ADJ
fbem-29262	86	24	algorithms	algorithm	NOUN
fbem-29262	86	25	to	to	PART
fbem-29262	86	26	achieve	achieve	VERB
fbem-29262	86	27	automated	automated	ADJ
fbem-29262	86	28	evaluation	evaluation	NOUN
fbem-29262	86	29	.	.	PUNCT
fbem-29262	87	1	the	the	DET
fbem-29262	87	2	evaluation	evaluation	NOUN
fbem-29262	87	3	system	system	NOUN
fbem-29262	87	4	automatically	automatically	ADV
fbem-29262	87	5	collects	collect	VERB
fbem-29262	87	6	data	datum	NOUN
fbem-29262	87	7	on	on	ADP
fbem-29262	87	8	each	each	DET
fbem-29262	87	9	indicator	indicator	NOUN
fbem-29262	87	10	every	every	DET
fbem-29262	87	11	month	month	NOUN
fbem-29262	87	12	,	,	PUNCT
fbem-29262	87	13	and	and	CCONJ
fbem-29262	87	14	after	after	ADP
fbem-29262	87	15	data	datum	NOUN
fbem-29262	87	16	cleaning	cleaning	NOUN
fbem-29262	87	17	and	and	CCONJ
fbem-29262	87	18	standardization	standardization	NOUN
fbem-29262	87	19	,	,	PUNCT
fbem-29262	87	20	calculates	calculate	VERB
fbem-29262	87	21	the	the	DET
fbem-29262	87	22	scores	score	NOUN
fbem-29262	87	23	.	.	PUNCT
fbem-29262	88	1	the	the	DET
fbem-29262	88	2	scoring	scoring	NOUN
fbem-29262	88	3	uses	use	VERB
fbem-29262	88	4	a	a	DET
fbem-29262	88	5	percentage	percentage	NOUN
fbem-29262	88	6	system	system	NOUN
fbem-29262	88	7	,	,	PUNCT
fbem-29262	88	8	with	with	ADP
fbem-29262	88	9	weighted	weight	VERB
fbem-29262	88	10	calculations	calculation	NOUN
fbem-29262	88	11	based	base	VERB
fbem-29262	88	12	on	on	ADP
fbem-29262	88	13	indicator	indicator	NOUN
fbem-29262	88	14	weights	weight	NOUN
fbem-29262	88	15	.	.	PUNCT
fbem-29262	89	1	the	the	DET
fbem-29262	89	2	evaluation	evaluation	NOUN
fbem-29262	89	3	dimensions	dimension	NOUN
fbem-29262	89	4	include	include	VERB
fbem-29262	89	5	quantitative	quantitative	ADJ
fbem-29262	89	6	indicators	indicator	NOUN
fbem-29262	89	7	accounting	account	VERB
fbem-29262	89	8	for	for	ADP
fbem-29262	89	9	75	75	NUM
fbem-29262	89	10	%	%	NOUN
fbem-29262	89	11	and	and	CCONJ
fbem-29262	89	12	qualitative	qualitative	ADJ
fbem-29262	89	13	indicators	indicator	NOUN
fbem-29262	89	14	accounting	account	VERB
fbem-29262	89	15	for	for	ADP
fbem-29262	89	16	25	25	NUM
fbem-29262	89	17	%	%	NOUN
fbem-29262	89	18	.	.	PUNCT
fbem-29262	90	1	quantitative	quantitative	ADJ
fbem-29262	90	2	indicator	indicator	NOUN
fbem-29262	90	3	data	datum	NOUN
fbem-29262	90	4	is	be	AUX
fbem-29262	90	5	directly	directly	ADV
fbem-29262	90	6	collected	collect	VERB
fbem-29262	90	7	from	from	ADP
fbem-29262	90	8	business	business	NOUN
fbem-29262	90	9	systems	system	NOUN
fbem-29262	90	10	,	,	PUNCT
fbem-29262	90	11	while	while	SCONJ
fbem-29262	90	12	qualitative	qualitative	ADJ
fbem-29262	90	13	indicators	indicator	NOUN
fbem-29262	90	14	use	use	VERB
fbem-29262	90	15	intelligent	intelligent	ADJ
fbem-29262	90	16	questionnaires	questionnaire	NOUN
fbem-29262	90	17	and	and	CCONJ
fbem-29262	90	18	multi	multi	ADJ
fbem-29262	90	19	-	-	ADJ
fbem-29262	90	20	dimensional	dimensional	ADJ
fbem-29262	90	21	evaluation	evaluation	NOUN
fbem-29262	90	22	methods	method	NOUN
fbem-29262	90	23	.	.	PUNCT
fbem-29262	91	1	the	the	DET
fbem-29262	91	2	evaluation	evaluation	NOUN
fbem-29262	91	3	cycle	cycle	NOUN
fbem-29262	91	4	is	be	AUX
fbem-29262	91	5	divided	divide	VERB
fbem-29262	91	6	into	into	ADP
fbem-29262	91	7	three	three	NUM
fbem-29262	91	8	levels	level	NOUN
fbem-29262	91	9	:	:	PUNCT
fbem-29262	91	10	monthly	monthly	ADJ
fbem-29262	91	11	evaluation	evaluation	NOUN
fbem-29262	91	12	,	,	PUNCT
fbem-29262	91	13	quarterly	quarterly	ADJ
fbem-29262	91	14	evaluation	evaluation	NOUN
fbem-29262	91	15	,	,	PUNCT
fbem-29262	91	16	and	and	CCONJ
fbem-29262	91	17	annual	annual	ADJ
fbem-29262	91	18	evaluation	evaluation	NOUN
fbem-29262	91	19	,	,	PUNCT
fbem-29262	91	20	with	with	ADP
fbem-29262	91	21	different	different	ADJ
fbem-29262	91	22	focuses	focus	NOUN
fbem-29262	91	23	for	for	ADP
fbem-29262	91	24	each	each	DET
fbem-29262	91	25	cycle	cycle	NOUN
fbem-29262	91	26	.	.	PUNCT
fbem-29262	92	1	monthly	monthly	ADJ
fbem-29262	92	2	evaluation	evaluation	NOUN
fbem-29262	92	3	focuses	focus	VERB
fbem-29262	92	4	on	on	ADP
fbem-29262	92	5	operational	operational	ADJ
fbem-29262	92	6	efficiency	efficiency	NOUN
fbem-29262	92	7	indicators	indicator	NOUN
fbem-29262	92	8	,	,	PUNCT
fbem-29262	92	9	quarterly	quarterly	ADJ
fbem-29262	92	10	evaluation	evaluation	NOUN
fbem-29262	92	11	focuses	focus	VERB
fbem-29262	92	12	on	on	ADP
fbem-29262	92	13	management	management	NOUN
fbem-29262	92	14	effectiveness	effectiveness	NOUN
fbem-29262	92	15	indicators	indicator	NOUN
fbem-29262	92	16	,	,	PUNCT
fbem-29262	92	17	and	and	CCONJ
fbem-29262	92	18	annual	annual	ADJ
fbem-29262	92	19	evaluation	evaluation	NOUN
fbem-29262	92	20	comprehensively	comprehensively	ADV
fbem-29262	92	21	evaluates	evaluate	VERB
fbem-29262	92	22	overall	overall	ADJ
fbem-29262	92	23	performance	performance	NOUN
fbem-29262	92	24	.	.	PUNCT
fbem-29262	93	1	4.5.3	4.5.3	X
fbem-29262	93	2	.	.	PUNCT
fbem-29262	93	3	evaluation	evaluation	NOUN
fbem-29262	93	4	result	result	NOUN
fbem-29262	93	5	application	application	NOUN
fbem-29262	93	6	the	the	DET
fbem-29262	93	7	evaluation	evaluation	NOUN
fbem-29262	93	8	results	result	NOUN
fbem-29262	93	9	are	be	AUX
fbem-29262	93	10	fully	fully	ADV
fbem-29262	93	11	applied	apply	VERB
fbem-29262	93	12	in	in	ADP
fbem-29262	93	13	performance	performance	NOUN
fbem-29262	93	14	appraisal	appraisal	NOUN
fbem-29262	93	15	,	,	PUNCT
fbem-29262	93	16	salary	salary	NOUN
fbem-29262	93	17	distribution	distribution	NOUN
fbem-29262	93	18	,	,	PUNCT
fbem-29262	93	19	and	and	CCONJ
fbem-29262	93	20	talent	talent	NOUN
fbem-29262	93	21	development	development	NOUN
fbem-29262	93	22	.	.	PUNCT
fbem-29262	94	1	as	as	SCONJ
fbem-29262	94	2	shown	show	VERB
fbem-29262	94	3	in	in	ADP
fbem-29262	94	4	table	table	NOUN
fbem-29262	94	5	3	3	NUM
fbem-29262	94	6	,	,	PUNCT
fbem-29262	94	7	based	base	VERB
fbem-29262	94	8	on	on	ADP
fbem-29262	94	9	the	the	DET
fbem-29262	94	10	evaluation	evaluation	NOUN
fbem-29262	94	11	scores	score	NOUN
fbem-29262	94	12	,	,	PUNCT
fbem-29262	94	13	performance	performance	NOUN
fbem-29262	94	14	levels	level	NOUN
fbem-29262	94	15	are	be	AUX
fbem-29262	94	16	set	set	VERB
fbem-29262	94	17	,	,	PUNCT
fbem-29262	94	18	divided	divide	VERB
fbem-29262	94	19	into	into	ADP
fbem-29262	94	20	four	four	NUM
fbem-29262	94	21	levels	level	NOUN
fbem-29262	94	22	:	:	PUNCT
fbem-29262	94	23	excellent	excellent	ADJ
fbem-29262	94	24	(	(	PUNCT
fbem-29262	94	25	90	90	NUM
fbem-29262	94	26	points	point	NOUN
fbem-29262	94	27	or	or	CCONJ
fbem-29262	94	28	above	above	ADP
fbem-29262	94	29	)	)	PUNCT
fbem-29262	94	30	,	,	PUNCT
fbem-29262	94	31	good	good	ADJ
fbem-29262	94	32	(	(	PUNCT
fbem-29262	94	33	80	80	NUM
fbem-29262	94	34	-	-	SYM
fbem-29262	94	35	90	90	NUM
fbem-29262	94	36	points	point	NOUN
fbem-29262	94	37	)	)	PUNCT
fbem-29262	94	38	,	,	PUNCT
fbem-29262	94	39	qualified	qualify	VERB
fbem-29262	94	40	(	(	PUNCT
fbem-29262	94	41	60	60	NUM
fbem-29262	94	42	-	-	SYM
fbem-29262	94	43	80	80	NUM
fbem-29262	94	44	points	point	NOUN
fbem-29262	94	45	)	)	PUNCT
fbem-29262	94	46	,	,	PUNCT
fbem-29262	94	47	and	and	CCONJ
fbem-29262	94	48	needs	need	VERB
fbem-29262	94	49	improvement	improvement	NOUN
fbem-29262	94	50	(	(	PUNCT
fbem-29262	94	51	below	below	ADP
fbem-29262	94	52	60	60	NUM
fbem-29262	94	53	points	point	NOUN
fbem-29262	94	54	)	)	PUNCT
fbem-29262	94	55	.	.	PUNCT
fbem-29262	95	1	evaluation	evaluation	NOUN
fbem-29262	95	2	data	datum	NOUN
fbem-29262	95	3	shows	show	VERB
fbem-29262	95	4	that	that	SCONJ
fbem-29262	95	5	after	after	ADP
fbem-29262	95	6	transformation	transformation	NOUN
fbem-29262	95	7	,	,	PUNCT
fbem-29262	95	8	the	the	DET
fbem-29262	95	9	proportion	proportion	NOUN
fbem-29262	95	10	of	of	ADP
fbem-29262	95	11	excellent	excellent	ADJ
fbem-29262	95	12	-	-	PUNCT
fbem-29262	95	13	level	level	NOUN
fbem-29262	95	14	personnel	personnel	NOUN
fbem-29262	95	15	increased	increase	VERB
fbem-29262	95	16	from	from	ADP
fbem-29262	95	17	15	15	NUM
fbem-29262	95	18	%	%	NOUN
fbem-29262	95	19	to	to	PART
fbem-29262	95	20	25	25	NUM
fbem-29262	95	21	%	%	NOUN
fbem-29262	95	22	,	,	PUNCT
fbem-29262	95	23	and	and	CCONJ
fbem-29262	95	24	the	the	DET
fbem-29262	95	25	proportion	proportion	NOUN
fbem-29262	95	26	of	of	ADP
fbem-29262	95	27	needs	need	NOUN
fbem-29262	95	28	-	-	PUNCT
fbem-29262	95	29	improvement	improvement	NOUN
fbem-29262	95	30	-	-	PUNCT
fbem-29262	95	31	level	level	NOUN
fbem-29262	95	32	personnel	personnel	NOUN
fbem-29262	95	33	decreased	decrease	VERB
fbem-29262	95	34	from	from	ADP
fbem-29262	95	35	12	12	NUM
fbem-29262	95	36	%	%	NOUN
fbem-29262	95	37	to	to	PART
fbem-29262	95	38	5	5	NUM
fbem-29262	95	39	%	%	NOUN
fbem-29262	95	40	.	.	PUNCT
fbem-29262	96	1	performance	performance	NOUN
fbem-29262	96	2	results	result	NOUN
fbem-29262	96	3	are	be	AUX
fbem-29262	96	4	closely	closely	ADV
fbem-29262	96	5	linked	link	VERB
fbem-29262	96	6	to	to	ADP
fbem-29262	96	7	salary	salary	NOUN
fbem-29262	96	8	incentives	incentive	NOUN
fbem-29262	96	9	,	,	PUNCT
fbem-29262	96	10	with	with	ADP
fbem-29262	96	11	excellent	excellent	ADJ
fbem-29262	96	12	-	-	PUNCT
fbem-29262	96	13	level	level	NOUN
fbem-29262	96	14	personnel	personnel	NOUN
fbem-29262	96	15	receiving	receive	VERB
fbem-29262	96	16	an	an	DET
fbem-29262	96	17	annual	annual	ADJ
fbem-29262	96	18	salary	salary	NOUN
fbem-29262	96	19	growth	growth	NOUN
fbem-29262	96	20	rate	rate	NOUN
fbem-29262	96	21	of	of	ADP
fbem-29262	96	22	15	15	NUM
fbem-29262	96	23	%	%	NOUN
fbem-29262	96	24	[	[	X
fbem-29262	96	25	1213	1213	NUM
fbem-29262	96	26	]	]	PUNCT
fbem-29262	96	27	.	.	PUNCT
fbem-29262	97	1	evaluation	evaluation	NOUN
fbem-29262	97	2	-	-	PUNCT
fbem-29262	97	3	identified	identify	VERB
fbem-29262	97	4	problems	problem	NOUN
fbem-29262	97	5	and	and	CCONJ
fbem-29262	97	6	shortcomings	shortcoming	NOUN
fbem-29262	97	7	serve	serve	VERB
fbem-29262	97	8	as	as	ADP
fbem-29262	97	9	important	important	ADJ
fbem-29262	97	10	inputs	input	NOUN
fbem-29262	97	11	for	for	ADP
fbem-29262	97	12	training	training	NOUN
fbem-29262	97	13	needs	need	NOUN
fbem-29262	97	14	,	,	PUNCT
fbem-29262	97	15	and	and	CCONJ
fbem-29262	97	16	targeted	target	VERB
fbem-29262	97	17	development	development	NOUN
fbem-29262	97	18	plans	plan	NOUN
fbem-29262	97	19	are	be	AUX
fbem-29262	97	20	formulated	formulate	VERB
fbem-29262	97	21	.	.	PUNCT
fbem-29262	98	1	evaluation	evaluation	NOUN
fbem-29262	98	2	results	result	NOUN
fbem-29262	98	3	are	be	AUX
fbem-29262	98	4	also	also	ADV
fbem-29262	98	5	applied	apply	VERB
fbem-29262	98	6	to	to	ADP
fbem-29262	98	7	job	job	NOUN
fbem-29262	98	8	adjustments	adjustment	NOUN
fbem-29262	98	9	and	and	CCONJ
fbem-29262	98	10	promotion	promotion	NOUN
fbem-29262	98	11	mechanisms	mechanism	NOUN
fbem-29262	98	12	,	,	PUNCT
fbem-29262	98	13	promoting	promote	VERB
fbem-29262	98	14	talent	talent	NOUN
fbem-29262	98	15	mobility	mobility	NOUN
fbem-29262	98	16	and	and	CCONJ
fbem-29262	98	17	optimizing	optimize	VERB
fbem-29262	98	18	talent	talent	NOUN
fbem-29262	98	19	structure	structure	NOUN
fbem-29262	98	20	.	.	PUNCT
fbem-29262	99	1	table	table	NOUN
fbem-29262	99	2	3	3	NUM
fbem-29262	99	3	.	.	PUNCT
fbem-29262	99	4	financial	financial	ADJ
fbem-29262	99	5	management	management	NOUN
fbem-29262	99	6	performance	performance	NOUN
fbem-29262	99	7	evaluation	evaluation	NOUN
fbem-29262	99	8	level	level	NOUN
fbem-29262	99	9	distribution	distribution	NOUN
fbem-29262	99	10	and	and	CCONJ
fbem-29262	99	11	salary	salary	NOUN
fbem-29262	99	12	growth	growth	NOUN
fbem-29262	99	13	rate	rate	NOUN
fbem-29262	99	14	performance	performance	NOUN
fbem-29262	99	15	level	level	NOUN
fbem-29262	99	16	score	score	NOUN
fbem-29262	99	17	range	range	NOUN
fbem-29262	99	18	pre	pre	ADJ
fbem-29262	99	19	-	-	ADJ
fbem-29262	99	20	transformation	transformation	ADJ
fbem-29262	99	21	personnel	personnel	NOUN
fbem-29262	99	22	proportion	proportion	NOUN
fbem-29262	99	23	post	post	ADJ
fbem-29262	99	24	-	-	ADJ
fbem-29262	99	25	transformation	transformation	ADJ
fbem-29262	99	26	personnel	personnel	NOUN
fbem-29262	99	27	proportion	proportion	NOUN
fbem-29262	99	28	annual	annual	ADJ
fbem-29262	99	29	salary	salary	NOUN
fbem-29262	99	30	growth	growth	NOUN
fbem-29262	99	31	rate	rate	NOUN
fbem-29262	99	32	excellent	excellent	ADJ
fbem-29262	99	33	90	90	NUM
fbem-29262	99	34	points	point	NOUN
fbem-29262	99	35	or	or	CCONJ
fbem-29262	99	36	above	above	ADP
fbem-29262	99	37	15	15	NUM
fbem-29262	99	38	%	%	NOUN
fbem-29262	99	39	25	25	NUM
fbem-29262	99	40	%	%	NOUN
fbem-29262	99	41	15	15	NUM
fbem-29262	99	42	%	%	NOUN
fbem-29262	99	43	good	good	ADJ
fbem-29262	99	44	80	80	NUM
fbem-29262	99	45	-	-	SYM
fbem-29262	99	46	90	90	NUM
fbem-29262	99	47	points	point	NOUN
fbem-29262	99	48	45	45	NUM
fbem-29262	99	49	%	%	NOUN
fbem-29262	99	50	52	52	NUM
fbem-29262	99	51	%	%	NOUN
fbem-29262	99	52	10	10	NUM
fbem-29262	99	53	%	%	NOUN
fbem-29262	99	54	qualified	qualified	ADJ
fbem-29262	99	55	60	60	NUM
fbem-29262	99	56	-	-	SYM
fbem-29262	99	57	80	80	NUM
fbem-29262	99	58	points	point	NOUN
fbem-29262	99	59	28	28	NUM
fbem-29262	99	60	%	%	NOUN
fbem-29262	99	61	18	18	NUM
fbem-29262	99	62	%	%	NOUN
fbem-29262	99	63	5	5	NUM
fbem-29262	99	64	%	%	NOUN
fbem-29262	99	65	needs	need	VERB
fbem-29262	99	66	improvement	improvement	NOUN
fbem-29262	99	67	below	below	ADP
fbem-29262	99	68	60	60	NUM
fbem-29262	99	69	points	point	NOUN
fbem-29262	99	70	12	12	NUM
fbem-29262	99	71	%	%	NOUN
fbem-29262	99	72	5	5	NUM
fbem-29262	99	73	%	%	NOUN
fbem-29262	99	74	0	0	NUM
fbem-29262	99	75	%	%	NOUN
fbem-29262	99	76	5	5	NUM
fbem-29262	99	77	.	.	NOUN
fbem-29262	99	78	conclusion	conclusion	NOUN
fbem-29262	99	79	and	and	CCONJ
fbem-29262	99	80	recommendations	recommendation	NOUN
fbem-29262	99	81	the	the	DET
fbem-29262	99	82	intelligent	intelligent	ADJ
fbem-29262	99	83	transformation	transformation	NOUN
fbem-29262	99	84	of	of	ADP
fbem-29262	99	85	enterprise	enterprise	NOUN
fbem-29262	99	86	financial	financial	ADJ
fbem-29262	99	87	management	management	NOUN
fbem-29262	99	88	driven	drive	VERB
fbem-29262	99	89	by	by	ADP
fbem-29262	99	90	data	datum	NOUN
fbem-29262	99	91	is	be	AUX
fbem-29262	99	92	an	an	DET
fbem-29262	99	93	important	important	ADJ
fbem-29262	99	94	trend	trend	NOUN
fbem-29262	99	95	in	in	ADP
fbem-29262	99	96	current	current	ADJ
fbem-29262	99	97	enterprise	enterprise	NOUN
fbem-29262	99	98	development	development	NOUN
fbem-29262	99	99	.	.	PUNCT
fbem-29262	100	1	research	research	NOUN
fbem-29262	100	2	shows	show	VERB
fbem-29262	100	3	that	that	SCONJ
fbem-29262	100	4	by	by	ADP
fbem-29262	100	5	adopting	adopt	VERB
fbem-29262	100	6	technologies	technology	NOUN
fbem-29262	100	7	such	such	ADJ
fbem-29262	100	8	as	as	ADP
fbem-29262	100	9	big	big	ADJ
fbem-29262	100	10	data	datum	NOUN
fbem-29262	100	11	,	,	PUNCT
fbem-29262	100	12	artificial	artificial	ADJ
fbem-29262	100	13	intelligence	intelligence	NOUN
fbem-29262	100	14	,	,	PUNCT
fbem-29262	100	15	cloud	cloud	NOUN
fbem-29262	100	16	computing	computing	NOUN
fbem-29262	100	17	,	,	PUNCT
fbem-29262	100	18	and	and	CCONJ
fbem-29262	100	19	blockchain	blockchain	NOUN
fbem-29262	100	20	,	,	PUNCT
fbem-29262	100	21	enterprise	enterprise	NOUN
fbem-29262	100	22	financial	financial	ADJ
fbem-29262	100	23	management	management	NOUN
fbem-29262	100	24	efficiency	efficiency	NOUN
fbem-29262	100	25	can	can	AUX
fbem-29262	100	26	be	be	AUX
fbem-29262	100	27	significantly	significantly	ADV
fbem-29262	100	28	improved	improve	VERB
fbem-29262	100	29	,	,	PUNCT
fbem-29262	100	30	costs	cost	NOUN
fbem-29262	100	31	can	can	AUX
fbem-29262	100	32	be	be	AUX
fbem-29262	100	33	greatly	greatly	ADV
fbem-29262	100	34	reduced	reduce	VERB
fbem-29262	100	35	,	,	PUNCT
fbem-29262	100	36	and	and	CCONJ
fbem-29262	100	37	risk	risk	NOUN
fbem-29262	100	38	control	control	NOUN
fbem-29262	100	39	capabilities	capability	NOUN
fbem-29262	100	40	can	can	AUX
fbem-29262	100	41	be	be	AUX
fbem-29262	100	42	significantly	significantly	ADV
fbem-29262	100	43	enhanced	enhance	VERB
fbem-29262	100	44	.	.	PUNCT
fbem-29262	101	1	data	datum	NOUN
fbem-29262	101	2	shows	show	VERB
fbem-29262	101	3	that	that	SCONJ
fbem-29262	101	4	after	after	ADP
fbem-29262	101	5	intelligent	intelligent	ADJ
fbem-29262	101	6	transformation	transformation	NOUN
fbem-29262	101	7	,	,	PUNCT
fbem-29262	101	8	enterprise	enterprise	NOUN
fbem-29262	101	9	financial	financial	ADJ
fbem-29262	101	10	processing	processing	NOUN
fbem-29262	101	11	efficiency	efficiency	NOUN
fbem-29262	101	12	is	be	AUX
fbem-29262	101	13	improved	improve	VERB
fbem-29262	101	14	by	by	ADP
fbem-29262	101	15	68	68	NUM
fbem-29262	101	16	%	%	NOUN
fbem-29262	101	17	,	,	PUNCT
fbem-29262	101	18	operating	operating	NOUN
fbem-29262	101	19	costs	cost	NOUN
fbem-29262	101	20	are	be	AUX
fbem-29262	101	21	reduced	reduce	VERB
fbem-29262	101	22	by	by	ADP
fbem-29262	101	23	42	42	NUM
fbem-29262	101	24	%	%	NOUN
fbem-29262	101	25	,	,	PUNCT
fbem-29262	101	26	and	and	CCONJ
fbem-29262	101	27	risk	risk	NOUN
fbem-29262	101	28	warning	warning	NOUN
fbem-29262	101	29	accuracy	accuracy	NOUN
fbem-29262	101	30	is	be	AUX
fbem-29262	101	31	increased	increase	VERB
fbem-29262	101	32	to	to	ADP
fbem-29262	101	33	92	92	NUM
fbem-29262	101	34	%	%	NOUN
fbem-29262	101	35	.	.	PUNCT
fbem-29262	102	1	however	however	ADV
fbem-29262	102	2	,	,	PUNCT
fbem-29262	102	3	enterprises	enterprise	NOUN
fbem-29262	102	4	still	still	ADV
fbem-29262	102	5	face	face	VERB
fbem-29262	102	6	challenges	challenge	NOUN
fbem-29262	102	7	such	such	ADJ
fbem-29262	102	8	as	as	ADP
fbem-29262	102	9	insufficient	insufficient	ADJ
fbem-29262	102	10	technical	technical	ADJ
fbem-29262	102	11	investment	investment	NOUN
fbem-29262	102	12	,	,	PUNCT
fbem-29262	102	13	talent	talent	NOUN
fbem-29262	102	14	shortages	shortage	NOUN
fbem-29262	102	15	,	,	PUNCT
fbem-29262	102	16	and	and	CCONJ
fbem-29262	102	17	low	low	ADJ
fbem-29262	102	18	data	data	NOUN
fbem-29262	102	19	standardization	standardization	NOUN
fbem-29262	102	20	during	during	ADP
fbem-29262	102	21	the	the	DET
fbem-29262	102	22	transformation	transformation	NOUN
fbem-29262	102	23	process	process	NOUN
fbem-29262	102	24	.	.	PUNCT
fbem-29262	103	1	it	it	PRON
fbem-29262	103	2	is	be	AUX
fbem-29262	103	3	recommended	recommend	VERB
fbem-29262	103	4	that	that	SCONJ
fbem-29262	103	5	enterprises	enterprise	NOUN
fbem-29262	103	6	start	start	VERB
fbem-29262	103	7	from	from	ADP
fbem-29262	103	8	top	top	ADJ
fbem-29262	103	9	-	-	PUNCT
fbem-29262	103	10	level	level	NOUN
fbem-29262	103	11	design	design	NOUN
fbem-29262	103	12	,	,	PUNCT
fbem-29262	103	13	build	build	VERB
fbem-29262	103	14	a	a	DET
fbem-29262	103	15	complete	complete	ADJ
fbem-29262	103	16	intelligent	intelligent	ADJ
fbem-29262	103	17	transformation	transformation	NOUN
fbem-29262	103	18	framework	framework	NOUN
fbem-29262	103	19	,	,	PUNCT
fbem-29262	103	20	emphasize	emphasize	VERB
fbem-29262	103	21	the	the	DET
fbem-29262	103	22	construction	construction	NOUN
fbem-29262	103	23	of	of	ADP
fbem-29262	103	24	a	a	DET
fbem-29262	103	25	risk	risk	NOUN
fbem-29262	103	26	prevention	prevention	NOUN
fbem-29262	103	27	and	and	CCONJ
fbem-29262	103	28	control	control	NOUN
fbem-29262	103	29	system	system	NOUN
fbem-29262	103	30	,	,	PUNCT
fbem-29262	103	31	improve	improve	VERB
fbem-29262	103	32	the	the	DET
fbem-29262	103	33	performance	performance	NOUN
fbem-29262	103	34	evaluation	evaluation	NOUN
fbem-29262	103	35	mechanism	mechanism	NOUN
fbem-29262	103	36	,	,	PUNCT
fbem-29262	103	37	and	and	CCONJ
fbem-29262	103	38	adopt	adopt	VERB
fbem-29262	103	39	a	a	DET
fbem-29262	103	40	gradual	gradual	ADJ
fbem-29262	103	41	transformation	transformation	NOUN
fbem-29262	103	42	strategy	strategy	NOUN
fbem-29262	103	43	to	to	PART
fbem-29262	103	44	ensure	ensure	VERB
fbem-29262	103	45	a	a	DET
fbem-29262	103	46	smooth	smooth	ADJ
fbem-29262	103	47	and	and	CCONJ
fbem-29262	103	48	orderly	orderly	ADJ
fbem-29262	103	49	transformation	transformation	NOUN
fbem-29262	103	50	151	151	NUM
fbem-29262	103	51	process	process	NOUN
fbem-29262	103	52	.	.	PUNCT
fbem-29262	104	1	references	reference	NOUN
fbem-29262	104	2	[	[	X
fbem-29262	104	3	1	1	NUM
fbem-29262	104	4	]	]	X
fbem-29262	104	5	eboigbe	eboigbe	NOUN
fbem-29262	104	6	e	e	X
fbem-29262	104	7	o	o	NOUN
fbem-29262	104	8	,	,	PUNCT
fbem-29262	104	9	farayola	farayola	PROPN
fbem-29262	104	10	o	o	NOUN
fbem-29262	105	1	a	a	X
fbem-29262	105	2	,	,	PUNCT
fbem-29262	105	3	olatoye	olatoye	NOUN
fbem-29262	105	4	f	f	PROPN
fbem-29262	106	1	o	o	NOUN
fbem-29262	106	2	,	,	PUNCT
fbem-29262	106	3	et	et	PROPN
fbem-29262	106	4	al	al	PROPN
fbem-29262	106	5	.	.	PUNCT
fbem-29262	106	6	business	business	NOUN
fbem-29262	106	7	intelligence	intelligence	NOUN
fbem-29262	106	8	transformation	transformation	NOUN
fbem-29262	106	9	through	through	ADP
fbem-29262	106	10	ai	ai	PROPN
fbem-29262	106	11	and	and	CCONJ
fbem-29262	106	12	data	datum	NOUN
fbem-29262	106	13	analytics	analytic	NOUN
fbem-29262	106	14	[	[	X
fbem-29262	106	15	j	j	X
fbem-29262	106	16	]	]	X
fbem-29262	106	17	.	.	PUNCT
fbem-29262	107	1	engineering	engineering	NOUN
fbem-29262	107	2	science	science	PROPN
fbem-29262	107	3	&	&	CCONJ
fbem-29262	107	4	technology	technology	PROPN
fbem-29262	107	5	journal	journal	NOUN
fbem-29262	107	6	,	,	PUNCT
fbem-29262	107	7	2023	2023	NUM
fbem-29262	107	8	,	,	PUNCT
fbem-29262	107	9	4(5	4(5	NUM
fbem-29262	107	10	):	):	PUNCT
fbem-29262	107	11	285307	285307	NUM
fbem-29262	107	12	.	.	PUNCT
fbem-29262	108	1	[	[	X
fbem-29262	108	2	2	2	X
fbem-29262	108	3	]	]	X
fbem-29262	108	4	kommisetty	kommisetty	PROPN
fbem-29262	108	5	p.	p.	PROPN
fbem-29262	108	6	leading	lead	VERB
fbem-29262	108	7	the	the	DET
fbem-29262	108	8	future	future	NOUN
fbem-29262	108	9	:	:	PUNCT
fbem-29262	108	10	big	big	ADJ
fbem-29262	108	11	data	datum	NOUN
fbem-29262	108	12	solutions	solution	NOUN
fbem-29262	108	13	,	,	PUNCT
fbem-29262	108	14	cloud	cloud	NOUN
fbem-29262	108	15	migration	migration	NOUN
fbem-29262	108	16	,	,	PUNCT
fbem-29262	108	17	and	and	CCONJ
fbem-29262	108	18	ai	ai	AUX
fbem-29262	108	19	-	-	PUNCT
fbem-29262	108	20	driven	drive	VERB
fbem-29262	108	21	decision	decision	NOUN
fbem-29262	108	22	-	-	PUNCT
fbem-29262	108	23	making	making	NOUN
fbem-29262	108	24	in	in	ADP
fbem-29262	108	25	modern	modern	ADJ
fbem-29262	108	26	enterprises	enterprise	NOUN
fbem-29262	109	1	[	[	X
fbem-29262	109	2	j	j	X
fbem-29262	109	3	]	]	X
fbem-29262	109	4	.	.	PUNCT
fbem-29262	110	1	educational	educational	ADJ
fbem-29262	110	2	administration	administration	PROPN
fbem-29262	110	3	:	:	PUNCT
fbem-29262	110	4	theory	theory	NOUN
fbem-29262	110	5	and	and	CCONJ
fbem-29262	110	6	practice	practice	NOUN
fbem-29262	110	7	,	,	PUNCT
fbem-29262	110	8	2022	2022	NUM
fbem-29262	110	9	,	,	PUNCT
fbem-29262	110	10	28(03	28(03	NUM
fbem-29262	110	11	):	):	PUNCT
fbem-29262	110	12	352	352	NUM
fbem-29262	110	13	-	-	SYM
fbem-29262	110	14	364	364	NUM
fbem-29262	110	15	.	.	PUNCT
fbem-29262	111	1	[	[	X
fbem-29262	111	2	3	3	X
fbem-29262	111	3	]	]	X
fbem-29262	111	4	nguyen	nguyen	NOUN
fbem-29262	111	5	d	d	X
fbem-29262	111	6	k	k	PROPN
fbem-29262	111	7	,	,	PUNCT
fbem-29262	111	8	sermpinis	sermpinis	NOUN
fbem-29262	111	9	g	g	PROPN
fbem-29262	111	10	,	,	PUNCT
fbem-29262	111	11	stasinakis	stasinakis	PROPN
fbem-29262	111	12	c.	c.	PROPN
fbem-29262	111	13	big	big	PROPN
fbem-29262	111	14	data	data	PROPN
fbem-29262	111	15	,	,	PUNCT
fbem-29262	111	16	artificial	artificial	ADJ
fbem-29262	111	17	intelligence	intelligence	NOUN
fbem-29262	111	18	and	and	CCONJ
fbem-29262	111	19	machine	machine	NOUN
fbem-29262	111	20	learning	learning	NOUN
fbem-29262	111	21	:	:	PUNCT
fbem-29262	111	22	a	a	DET
fbem-29262	111	23	transformative	transformative	ADJ
fbem-29262	111	24	symbiosis	symbiosis	NOUN
fbem-29262	111	25	in	in	ADP
fbem-29262	111	26	favour	favour	NOUN
fbem-29262	111	27	of	of	ADP
fbem-29262	111	28	financial	financial	ADJ
fbem-29262	111	29	technology	technology	NOUN
fbem-29262	112	1	[	[	X
fbem-29262	112	2	j	j	X
fbem-29262	112	3	]	]	X
fbem-29262	112	4	.	.	PUNCT
fbem-29262	113	1	european	european	ADJ
fbem-29262	113	2	financial	financial	ADJ
fbem-29262	113	3	management	management	NOUN
fbem-29262	113	4	,	,	PUNCT
fbem-29262	113	5	2023	2023	NUM
fbem-29262	113	6	,	,	PUNCT
fbem-29262	113	7	29(2	29(2	NUM
fbem-29262	113	8	):	):	PUNCT
fbem-29262	113	9	517	517	NUM
fbem-29262	113	10	-	-	SYM
fbem-29262	113	11	548	548	NUM
fbem-29262	113	12	.	.	PUNCT
fbem-29262	114	1	[	[	X
fbem-29262	114	2	4	4	X
fbem-29262	114	3	]	]	X
fbem-29262	114	4	hosen	hosen	PROPN
fbem-29262	114	5	m	m	PROPN
fbem-29262	114	6	s	s	PROPN
fbem-29262	114	7	,	,	PUNCT
fbem-29262	114	8	islam	islam	PROPN
fbem-29262	114	9	r	r	PROPN
fbem-29262	114	10	,	,	PUNCT
fbem-29262	114	11	naeem	naeem	PROPN
fbem-29262	114	12	z	z	PROPN
fbem-29262	114	13	,	,	PUNCT
fbem-29262	114	14	et	et	PROPN
fbem-29262	114	15	al	al	PROPN
fbem-29262	114	16	.	.	PROPN
fbem-29262	114	17	data	data	NOUN
fbem-29262	114	18	-	-	PUNCT
fbem-29262	114	19	driven	drive	VERB
fbem-29262	114	20	decision	decision	NOUN
fbem-29262	114	21	making	making	NOUN
fbem-29262	114	22	:	:	PUNCT
fbem-29262	114	23	advanced	advanced	ADJ
fbem-29262	114	24	database	database	NOUN
fbem-29262	114	25	systems	system	NOUN
fbem-29262	114	26	for	for	ADP
fbem-29262	114	27	business	business	NOUN
fbem-29262	114	28	intelligence	intelligence	NOUN
fbem-29262	115	1	[	[	X
fbem-29262	115	2	j	j	X
fbem-29262	115	3	]	]	X
fbem-29262	115	4	.	.	PUNCT
fbem-29262	116	1	nanotechnology	nanotechnology	NOUN
fbem-29262	116	2	perceptions	perception	NOUN
fbem-29262	116	3	,	,	PUNCT
fbem-29262	116	4	2024	2024	NUM
fbem-29262	116	5	,	,	PUNCT
fbem-29262	116	6	20(3	20(3	NOUN
fbem-29262	116	7	):	):	PUNCT
fbem-29262	116	8	687	687	NUM
fbem-29262	116	9	-	-	SYM
fbem-29262	116	10	704	704	NUM
fbem-29262	116	11	.	.	PUNCT
fbem-29262	117	1	[	[	X
fbem-29262	117	2	5	5	NUM
fbem-29262	117	3	]	]	PUNCT
fbem-29262	117	4	zhang	zhang	PROPN
fbem-29262	117	5	t	t	PROPN
fbem-29262	117	6	,	,	PUNCT
fbem-29262	117	7	shi	shi	PROPN
fbem-29262	117	8	z	z	PROPN
fbem-29262	117	9	z	z	PROPN
fbem-29262	117	10	,	,	PUNCT
fbem-29262	117	11	shi	shi	PROPN
fbem-29262	117	12	y	y	PROPN
fbem-29262	117	13	r	r	PROPN
fbem-29262	117	14	,	,	PUNCT
fbem-29262	117	15	et	et	PROPN
fbem-29262	117	16	al	al	PROPN
fbem-29262	117	17	.	.	PROPN
fbem-29262	118	1	enterprise	enterprise	NOUN
fbem-29262	118	2	digital	digital	ADJ
fbem-29262	118	3	transformation	transformation	NOUN
fbem-29262	118	4	and	and	CCONJ
fbem-29262	118	5	production	production	NOUN
fbem-29262	118	6	efficiency	efficiency	NOUN
fbem-29262	118	7	:	:	PUNCT
fbem-29262	118	8	mechanism	mechanism	NOUN
fbem-29262	118	9	analysis	analysis	NOUN
fbem-29262	118	10	and	and	CCONJ
fbem-29262	118	11	empirical	empirical	ADJ
fbem-29262	118	12	research	research	NOUN
fbem-29262	119	1	[	[	X
fbem-29262	119	2	j	j	X
fbem-29262	119	3	]	]	X
fbem-29262	119	4	.	.	PUNCT
fbem-29262	120	1	economic	economic	ADJ
fbem-29262	120	2	research	research	NOUN
fbem-29262	120	3	-	-	PUNCT
fbem-29262	120	4	ekonomska	ekonomska	ADJ
fbem-29262	120	5	istraživanja	istraživanja	NOUN
fbem-29262	120	6	,	,	PUNCT
fbem-29262	120	7	2022	2022	NUM
fbem-29262	120	8	,	,	PUNCT
fbem-29262	120	9	35(1	35(1	NUM
fbem-29262	120	10	):	):	PUNCT
fbem-29262	120	11	2781	2781	NUM
fbem-29262	120	12	-	-	SYM
fbem-29262	120	13	2792	2792	NUM
fbem-29262	120	14	.	.	PUNCT
fbem-29262	121	1	[	[	X
fbem-29262	121	2	6	6	NUM
fbem-29262	121	3	]	]	X
fbem-29262	121	4	wen	wen	PROPN
fbem-29262	121	5	c	c	PROPN
fbem-29262	121	6	,	,	PUNCT
fbem-29262	121	7	yang	yang	PROPN
fbem-29262	121	8	j	j	PROPN
fbem-29262	121	9	,	,	PUNCT
fbem-29262	121	10	gan	gan	PROPN
fbem-29262	121	11	l	l	PROPN
fbem-29262	121	12	,	,	PUNCT
fbem-29262	121	13	et	et	PROPN
fbem-29262	121	14	al	al	PROPN
fbem-29262	121	15	.	.	PUNCT
fbem-29262	122	1	big	big	PROPN
fbem-29262	122	2	data	datum	NOUN
fbem-29262	122	3	driven	drive	VERB
fbem-29262	122	4	internet	internet	NOUN
fbem-29262	122	5	of	of	ADP
fbem-29262	122	6	things	thing	NOUN
fbem-29262	122	7	for	for	ADP
fbem-29262	122	8	credit	credit	NOUN
fbem-29262	122	9	evaluation	evaluation	NOUN
fbem-29262	122	10	and	and	CCONJ
fbem-29262	122	11	early	early	ADJ
fbem-29262	122	12	warning	warning	NOUN
fbem-29262	122	13	in	in	ADP
fbem-29262	122	14	finance	finance	NOUN
fbem-29262	123	1	[	[	X
fbem-29262	123	2	j	j	X
fbem-29262	123	3	]	]	X
fbem-29262	123	4	.	.	PUNCT
fbem-29262	124	1	future	future	ADJ
fbem-29262	124	2	generation	generation	NOUN
fbem-29262	124	3	computer	computer	NOUN
fbem-29262	124	4	systems	system	NOUN
fbem-29262	124	5	,	,	PUNCT
fbem-29262	124	6	2021	2021	NUM
fbem-29262	124	7	,	,	PUNCT
fbem-29262	124	8	124	124	NUM
fbem-29262	124	9	:	:	SYM
fbem-29262	124	10	295	295	NUM
fbem-29262	124	11	-	-	SYM
fbem-29262	124	12	307	307	NUM
fbem-29262	124	13	.	.	PUNCT
fbem-29262	125	1	[	[	X
fbem-29262	125	2	7	7	X
fbem-29262	125	3	]	]	PUNCT
fbem-29262	125	4	he	he	PRON
fbem-29262	125	5	z	z	NOUN
fbem-29262	125	6	,	,	PUNCT
fbem-29262	125	7	kuai	kuai	PROPN
fbem-29262	125	8	l	l	PROPN
fbem-29262	125	9	,	,	PUNCT
fbem-29262	125	10	wang	wang	PROPN
fbem-29262	125	11	j.	j.	PROPN
fbem-29262	125	12	driving	driving	PROPN
fbem-29262	125	13	mechanism	mechanism	NOUN
fbem-29262	125	14	model	model	NOUN
fbem-29262	125	15	of	of	ADP
fbem-29262	125	16	enterprise	enterprise	NOUN
fbem-29262	125	17	green	green	ADJ
fbem-29262	125	18	strategy	strategy	NOUN
fbem-29262	125	19	evolution	evolution	NOUN
fbem-29262	125	20	under	under	ADP
fbem-29262	125	21	digital	digital	ADJ
fbem-29262	125	22	technology	technology	NOUN
fbem-29262	125	23	empowerment	empowerment	NOUN
fbem-29262	125	24	:	:	PUNCT
fbem-29262	125	25	a	a	DET
fbem-29262	125	26	case	case	NOUN
fbem-29262	125	27	study	study	NOUN
fbem-29262	125	28	based	base	VERB
fbem-29262	125	29	on	on	ADP
fbem-29262	125	30	zhejiang	zhejiang	PROPN
fbem-29262	125	31	enterprises	enterprise	NOUN
fbem-29262	126	1	[	[	X
fbem-29262	126	2	j	j	X
fbem-29262	126	3	]	]	X
fbem-29262	126	4	.	.	PUNCT
fbem-29262	127	1	business	business	NOUN
fbem-29262	127	2	strategy	strategy	NOUN
fbem-29262	127	3	and	and	CCONJ
fbem-29262	127	4	the	the	DET
fbem-29262	127	5	environment	environment	NOUN
fbem-29262	127	6	,	,	PUNCT
fbem-29262	127	7	2023	2023	NUM
fbem-29262	127	8	,	,	PUNCT
fbem-29262	127	9	32(1	32(1	NUM
fbem-29262	127	10	):	):	PUNCT
fbem-29262	127	11	408	408	NUM
fbem-29262	127	12	-	-	SYM
fbem-29262	127	13	429	429	NUM
fbem-29262	127	14	.	.	PUNCT
fbem-29262	128	1	[	[	X
fbem-29262	128	2	8	8	NUM
fbem-29262	128	3	]	]	X
fbem-29262	128	4	wu	wu	PROPN
fbem-29262	128	5	y	y	PROPN
fbem-29262	128	6	,	,	PUNCT
fbem-29262	128	7	li	li	PROPN
fbem-29262	128	8	h	h	PROPN
fbem-29262	128	9	,	,	PUNCT
fbem-29262	128	10	luo	luo	PROPN
fbem-29262	128	11	r	r	PROPN
fbem-29262	128	12	,	,	PUNCT
fbem-29262	128	13	et	et	PROPN
fbem-29262	128	14	al	al	PROPN
fbem-29262	128	15	.	.	PUNCT
fbem-29262	129	1	how	how	SCONJ
fbem-29262	129	2	digital	digital	ADJ
fbem-29262	129	3	transformation	transformation	NOUN
fbem-29262	129	4	helps	help	VERB
fbem-29262	129	5	enterprises	enterprise	NOUN
fbem-29262	129	6	achieve	achieve	VERB
fbem-29262	129	7	high	high	ADJ
fbem-29262	129	8	-	-	PUNCT
fbem-29262	129	9	quality	quality	NOUN
fbem-29262	129	10	development	development	NOUN
fbem-29262	129	11	?	?	PUNCT
fbem-29262	130	1	empirical	empirical	ADJ
fbem-29262	130	2	evidence	evidence	NOUN
fbem-29262	130	3	from	from	ADP
fbem-29262	130	4	chinese	chinese	ADJ
fbem-29262	130	5	listed	list	VERB
fbem-29262	130	6	companies	company	NOUN
fbem-29262	131	1	[	[	X
fbem-29262	131	2	j	j	X
fbem-29262	131	3	]	]	X
fbem-29262	131	4	.	.	PUNCT
fbem-29262	132	1	european	european	PROPN
fbem-29262	132	2	journal	journal	PROPN
fbem-29262	132	3	of	of	ADP
fbem-29262	132	4	innovation	innovation	NOUN
fbem-29262	132	5	management	management	NOUN
fbem-29262	132	6	,	,	PUNCT
fbem-29262	132	7	2024	2024	NUM
fbem-29262	132	8	,	,	PUNCT
fbem-29262	132	9	27(8	27(8	NUM
fbem-29262	132	10	):	):	PUNCT
fbem-29262	132	11	2753	2753	NUM
fbem-29262	132	12	-	-	SYM
fbem-29262	132	13	2779	2779	NUM
fbem-29262	132	14	.	.	PUNCT
fbem-29262	133	1	[	[	X
fbem-29262	133	2	9	9	NUM
fbem-29262	133	3	]	]	X
fbem-29262	133	4	bharadiya	bharadiya	PROPN
fbem-29262	133	5	j	j	PROPN
fbem-29262	133	6	p.	p.	NOUN
fbem-29262	134	1	the	the	DET
fbem-29262	134	2	role	role	NOUN
fbem-29262	134	3	of	of	ADP
fbem-29262	134	4	machine	machine	NOUN
fbem-29262	134	5	learning	learn	VERB
fbem-29262	134	6	in	in	ADP
fbem-29262	134	7	transforming	transform	VERB
fbem-29262	134	8	business	business	NOUN
fbem-29262	134	9	intelligence	intelligence	NOUN
fbem-29262	135	1	[	[	X
fbem-29262	135	2	j	j	X
fbem-29262	135	3	]	]	X
fbem-29262	135	4	.	.	PUNCT
fbem-29262	136	1	international	international	ADJ
fbem-29262	136	2	journal	journal	PROPN
fbem-29262	136	3	of	of	ADP
fbem-29262	136	4	computing	computing	NOUN
fbem-29262	136	5	and	and	CCONJ
fbem-29262	136	6	artificial	artificial	ADJ
fbem-29262	136	7	intelligence	intelligence	NOUN
fbem-29262	136	8	,	,	PUNCT
fbem-29262	136	9	2023	2023	NUM
fbem-29262	136	10	,	,	PUNCT
fbem-29262	136	11	4(1	4(1	NOUN
fbem-29262	136	12	):	):	PUNCT
fbem-29262	136	13	16	16	NUM
fbem-29262	136	14	-	-	SYM
fbem-29262	136	15	24	24	NUM
fbem-29262	136	16	.	.	PUNCT
fbem-29262	137	1	[	[	X
fbem-29262	137	2	10	10	NUM
fbem-29262	137	3	]	]	X
fbem-29262	137	4	paramesha	paramesha	PROPN
fbem-29262	137	5	m	m	PROPN
fbem-29262	137	6	,	,	PUNCT
fbem-29262	137	7	rane	rane	PROPN
fbem-29262	137	8	n	n	PROPN
fbem-29262	137	9	l	l	PROPN
fbem-29262	137	10	,	,	PUNCT
fbem-29262	137	11	rane	rane	PROPN
fbem-29262	137	12	j.	j.	PROPN
fbem-29262	137	13	big	big	PROPN
fbem-29262	137	14	data	data	PROPN
fbem-29262	137	15	analytics	analytic	NOUN
fbem-29262	137	16	,	,	PUNCT
fbem-29262	137	17	artificial	artificial	ADJ
fbem-29262	137	18	intelligence	intelligence	NOUN
fbem-29262	137	19	,	,	PUNCT
fbem-29262	137	20	machine	machine	NOUN
fbem-29262	137	21	learning	learning	NOUN
fbem-29262	137	22	,	,	PUNCT
fbem-29262	137	23	internet	internet	NOUN
fbem-29262	137	24	of	of	ADP
fbem-29262	137	25	things	thing	NOUN
fbem-29262	137	26	,	,	PUNCT
fbem-29262	137	27	and	and	CCONJ
fbem-29262	137	28	blockchain	blockchain	NOUN
fbem-29262	137	29	for	for	ADP
fbem-29262	137	30	enhanced	enhanced	ADJ
fbem-29262	137	31	business	business	NOUN
fbem-29262	137	32	intelligence	intelligence	NOUN
fbem-29262	138	1	[	[	X
fbem-29262	138	2	j	j	X
fbem-29262	138	3	]	]	X
fbem-29262	138	4	.	.	PUNCT
fbem-29262	139	1	partners	partner	NOUN
fbem-29262	139	2	universal	universal	ADJ
fbem-29262	139	3	multidisciplinary	multidisciplinary	ADJ
fbem-29262	139	4	research	research	NOUN
fbem-29262	139	5	journal	journal	NOUN
fbem-29262	139	6	,	,	PUNCT
fbem-29262	139	7	2024	2024	NUM
fbem-29262	139	8	,	,	PUNCT
fbem-29262	139	9	1(2	1(2	NUM
fbem-29262	139	10	):	):	PUNCT
fbem-29262	139	11	110133	110133	NUM
fbem-29262	139	12	.	.	PUNCT
fbem-29262	140	1	[	[	X
fbem-29262	140	2	11	11	NUM
fbem-29262	140	3	]	]	X
fbem-29262	140	4	ma	ma	PROPN
fbem-29262	140	5	,	,	PUNCT
fbem-29262	140	6	k.	k.	PROPN
fbem-29262	140	7	(	(	PUNCT
fbem-29262	140	8	2024	2024	NUM
fbem-29262	140	9	)	)	PUNCT
fbem-29262	140	10	.	.	PUNCT
fbem-29262	140	11	relationship	relationship	NOUN
fbem-29262	140	12	between	between	ADP
fbem-29262	140	13	return	return	NOUN
fbem-29262	140	14	to	to	ADP
fbem-29262	140	15	experience	experience	NOUN
fbem-29262	140	16	and	and	CCONJ
fbem-29262	140	17	initial	initial	ADJ
fbem-29262	140	18	wage	wage	NOUN
fbem-29262	140	19	level	level	NOUN
fbem-29262	140	20	in	in	ADP
fbem-29262	140	21	united	united	PROPN
fbem-29262	140	22	states	states	PROPN
fbem-29262	140	23	.	.	PUNCT
fbem-29262	141	1	frontiers	frontier	NOUN
fbem-29262	141	2	in	in	ADP
fbem-29262	141	3	business	business	NOUN
fbem-29262	141	4	,	,	PUNCT
fbem-29262	141	5	economics	economic	NOUN
fbem-29262	141	6	and	and	CCONJ
fbem-29262	141	7	management	management	NOUN
fbem-29262	141	8	,	,	PUNCT
fbem-29262	141	9	16(2	16(2	NUM
fbem-29262	141	10	)	)	PUNCT
fbem-29262	141	11	,	,	PUNCT
fbem-29262	141	12	282	282	NUM
fbem-29262	141	13	-	-	SYM
fbem-29262	141	14	286	286	NUM
fbem-29262	141	15	.	.	PUNCT
fbem-29262	142	1	[	[	X
fbem-29262	142	2	12	12	NUM
fbem-29262	142	3	]	]	X
fbem-29262	142	4	li	li	PROPN
fbem-29262	142	5	k	k	PROPN
fbem-29262	142	6	,	,	PUNCT
fbem-29262	142	7	wang	wang	PROPN
fbem-29262	142	8	j	j	PROPN
fbem-29262	142	9	,	,	PUNCT
fbem-29262	142	10	wu	wu	PROPN
fbem-29262	142	11	x	x	PROPN
fbem-29262	142	12	,	,	PUNCT
fbem-29262	142	13	et	et	PROPN
fbem-29262	142	14	al	al	PROPN
fbem-29262	142	15	.	.	PUNCT
fbem-29262	142	16	optimizing	optimize	VERB
fbem-29262	142	17	automated	automate	VERB
fbem-29262	142	18	picking	picking	NOUN
fbem-29262	142	19	systems	system	NOUN
fbem-29262	142	20	in	in	ADP
fbem-29262	142	21	warehouse	warehouse	NOUN
fbem-29262	142	22	robots	robot	NOUN
fbem-29262	142	23	using	use	VERB
fbem-29262	142	24	machine	machine	NOUN
fbem-29262	142	25	learning	learn	VERB
fbem-29262	142	26	[	[	X
fbem-29262	142	27	j	j	X
fbem-29262	142	28	]	]	X
fbem-29262	142	29	.	.	PUNCT
fbem-29262	143	1	arxiv	arxiv	PROPN
fbem-29262	143	2	preprint	preprint	PROPN
fbem-29262	143	3	arxiv:2408.16633	arxiv:2408.16633	PROPN
fbem-29262	143	4	,	,	PUNCT
fbem-29262	143	5	2024	2024	NUM
fbem-29262	143	6	.	.	PUNCT
fbem-29262	144	1	[	[	X
fbem-29262	144	2	13	13	NUM
fbem-29262	144	3	]	]	X
fbem-29262	144	4	cheng	cheng	PROPN
fbem-29262	144	5	y	y	PROPN
fbem-29262	144	6	,	,	PUNCT
fbem-29262	144	7	yang	yang	PROPN
fbem-29262	144	8	q	q	PROPN
fbem-29262	144	9	,	,	PUNCT
fbem-29262	144	10	wang	wang	PROPN
fbem-29262	144	11	l	l	PROPN
fbem-29262	144	12	,	,	PUNCT
fbem-29262	144	13	xiang	xiang	PROPN
fbem-29262	144	14	a	a	PROPN
fbem-29262	144	15	,	,	PUNCT
fbem-29262	144	16	zhang	zhang	PROPN
fbem-29262	144	17	j.	j.	PROPN
fbem-29262	144	18	research	research	PROPN
fbem-29262	144	19	on	on	ADP
fbem-29262	144	20	credit	credit	NOUN
fbem-29262	144	21	risk	risk	NOUN
fbem-29262	144	22	early	early	ADJ
fbem-29262	144	23	warning	warning	NOUN
fbem-29262	144	24	model	model	NOUN
fbem-29262	144	25	of	of	ADP
fbem-29262	144	26	commercial	commercial	ADJ
fbem-29262	144	27	banks	bank	NOUN
fbem-29262	144	28	based	base	VERB
fbem-29262	144	29	on	on	ADP
fbem-29262	144	30	neural	neural	ADJ
fbem-29262	144	31	network	network	NOUN
fbem-29262	144	32	algorithm	algorithm	NOUN
fbem-29262	144	33	[	[	X
fbem-29262	144	34	j	j	X
fbem-29262	144	35	]	]	X
fbem-29262	144	36	.	.	PUNCT
fbem-29262	145	1	financial	financial	ADJ
fbem-29262	145	2	engineering	engineering	NOUN
fbem-29262	145	3	and	and	CCONJ
fbem-29262	145	4	risk	risk	NOUN
fbem-29262	145	5	management	management	NOUN
fbem-29262	145	6	,	,	PUNCT
fbem-29262	145	7	2024	2024	NUM
fbem-29262	145	8	,	,	PUNCT
fbem-29262	145	9	7(4	7(4	NUM
fbem-29262	145	10	):	):	PUNCT
fbem-29262	145	11	20	20	NUM
fbem-29262	145	12	-	-	SYM
fbem-29262	145	13	395	395	NUM
fbem-29262	145	14	.	.	PUNCT