id	sid	tid	token	lemma	pos
fbem-19720	1	1	frontiers	frontier	NOUN
fbem-19720	1	2	in	in	ADP
fbem-19720	1	3	business	business	NOUN
fbem-19720	1	4	,	,	PUNCT
fbem-19720	1	5	economics	economic	NOUN
fbem-19720	1	6	and	and	CCONJ
fbem-19720	1	7	management	management	NOUN
fbem-19720	1	8	issn	issn	PROPN
fbem-19720	1	9	:	:	PUNCT
fbem-19720	1	10	2766	2766	NUM
fbem-19720	1	11	-	-	PUNCT
fbem-19720	1	12	824x	824x	NUM
fbem-19720	1	13	|	|	ADJ
fbem-19720	1	14	vol	vol	NOUN
fbem-19720	1	15	.	.	PUNCT
fbem-19720	2	1	14	14	NUM
fbem-19720	2	2	,	,	PUNCT
fbem-19720	2	3	no	no	INTJ
fbem-19720	2	4	.	.	NOUN
fbem-19720	2	5	2	2	NUM
fbem-19720	2	6	,	,	PUNCT
fbem-19720	2	7	2024	2024	NUM
fbem-19720	2	8	176	176	NUM
fbem-19720	2	9	early	early	ADJ
fbem-19720	2	10	warning	warning	NOUN
fbem-19720	2	11	model	model	NOUN
fbem-19720	2	12	construction	construction	NOUN
fbem-19720	2	13	based	base	VERB
fbem-19720	2	14	on	on	ADP
fbem-19720	2	15	z‐score	z‐score	PUNCT
fbem-19720	2	16	financial	financial	ADJ
fbem-19720	2	17	risk	risk	NOUN
fbem-19720	2	18	:	:	PUNCT
fbem-19720	2	19	china	china	PROPN
fbem-19720	2	20	's	's	PART
fbem-19720	2	21	u.s	u.s	PROPN
fbem-19720	2	22	.	.	PROPN
fbem-19720	2	23	stock	stock	PROPN
fbem-19720	2	24	information	information	PROPN
fbem-19720	2	25	technology	technology	NOUN
fbem-19720	2	26	companies	company	NOUN
fbem-19720	2	27	huijun	huijun	PROPN
fbem-19720	2	28	wang1	wang1	PROPN
fbem-19720	2	29	,	,	PUNCT
fbem-19720	2	30	junyan	junyan	PROPN
fbem-19720	2	31	wen2	wen2	PROPN
fbem-19720	2	32	,	,	PUNCT
fbem-19720	2	33	*	*	PROPN
fbem-19720	2	34	1woosong	1woosong	NUM
fbem-19720	2	35	university	university	NOUN
fbem-19720	2	36	,	,	PUNCT
fbem-19720	2	37	daejeon	daejeon	NOUN
fbem-19720	2	38	,	,	PUNCT
fbem-19720	2	39	korea	korea	PROPN
fbem-19720	2	40	2zhengzhoushengda	2zhengzhoushengda	NUM
fbem-19720	2	41	university	university	PROPN
fbem-19720	2	42	,	,	PUNCT
fbem-19720	2	43	zhengzhou	zhengzhou	PROPN
fbem-19720	2	44	,	,	PUNCT
fbem-19720	2	45	china	china	PROPN
fbem-19720	2	46	*	*	PUNCT
fbem-19720	2	47	corresponding	correspond	VERB
fbem-19720	2	48	author	author	NOUN
fbem-19720	2	49	:	:	PUNCT
fbem-19720	2	50	abstract	abstract	ADJ
fbem-19720	2	51	:	:	PUNCT
fbem-19720	2	52	information	information	NOUN
fbem-19720	2	53	technology	technology	NOUN
fbem-19720	2	54	is	be	AUX
fbem-19720	2	55	the	the	DET
fbem-19720	2	56	foundation	foundation	NOUN
fbem-19720	2	57	for	for	ADP
fbem-19720	2	58	the	the	DET
fbem-19720	2	59	development	development	NOUN
fbem-19720	2	60	of	of	ADP
fbem-19720	2	61	digital	digital	ADJ
fbem-19720	2	62	economy	economy	NOUN
fbem-19720	2	63	and	and	CCONJ
fbem-19720	2	64	the	the	DET
fbem-19720	2	65	key	key	ADJ
fbem-19720	2	66	support	support	NOUN
fbem-19720	2	67	for	for	ADP
fbem-19720	2	68	the	the	DET
fbem-19720	2	69	construction	construction	NOUN
fbem-19720	2	70	of	of	ADP
fbem-19720	2	71	digital	digital	ADJ
fbem-19720	2	72	china	china	PROPN
fbem-19720	2	73	.	.	PUNCT
fbem-19720	3	1	the	the	DET
fbem-19720	3	2	u.s	u.s	PROPN
fbem-19720	3	3	.	.	PROPN
fbem-19720	3	4	stock	stock	NOUN
fbem-19720	3	5	market	market	NOUN
fbem-19720	3	6	has	have	VERB
fbem-19720	3	7	a	a	DET
fbem-19720	3	8	faster	fast	ADJ
fbem-19720	3	9	financing	financing	NOUN
fbem-19720	3	10	speed	speed	NOUN
fbem-19720	3	11	and	and	CCONJ
fbem-19720	3	12	is	be	AUX
fbem-19720	3	13	the	the	DET
fbem-19720	3	14	preferred	preferred	ADJ
fbem-19720	3	15	place	place	NOUN
fbem-19720	3	16	for	for	SCONJ
fbem-19720	3	17	chinese	chinese	ADJ
fbem-19720	3	18	enterprises	enterprise	NOUN
fbem-19720	3	19	to	to	PART
fbem-19720	3	20	list	list	VERB
fbem-19720	3	21	abroad	abroad	ADV
fbem-19720	3	22	.	.	PUNCT
fbem-19720	4	1	based	base	VERB
fbem-19720	4	2	on	on	ADP
fbem-19720	4	3	the	the	DET
fbem-19720	4	4	z	z	NOUN
fbem-19720	4	5	-	-	PUNCT
fbem-19720	4	6	score	score	NOUN
fbem-19720	4	7	financial	financial	ADJ
fbem-19720	4	8	risk	risk	NOUN
fbem-19720	4	9	early	early	ADJ
fbem-19720	4	10	warning	warning	NOUN
fbem-19720	4	11	model	model	NOUN
fbem-19720	4	12	,	,	PUNCT
fbem-19720	4	13	this	this	DET
fbem-19720	4	14	study	study	NOUN
fbem-19720	4	15	takes	take	VERB
fbem-19720	4	16	china	china	PROPN
fbem-19720	4	17	's	's	PART
fbem-19720	4	18	u.s	u.s	PROPN
fbem-19720	4	19	.	.	PROPN
fbem-19720	4	20	stock	stock	PROPN
fbem-19720	4	21	information	information	NOUN
fbem-19720	4	22	technology	technology	NOUN
fbem-19720	4	23	companies	company	NOUN
fbem-19720	4	24	as	as	ADP
fbem-19720	4	25	samples	sample	NOUN
fbem-19720	4	26	,	,	PUNCT
fbem-19720	4	27	adds	add	VERB
fbem-19720	4	28	23	23	NUM
fbem-19720	4	29	financial	financial	ADJ
fbem-19720	4	30	indicators	indicator	NOUN
fbem-19720	4	31	to	to	ADP
fbem-19720	4	32	the	the	DET
fbem-19720	4	33	measurement	measurement	NOUN
fbem-19720	4	34	indicators	indicator	NOUN
fbem-19720	4	35	,	,	PUNCT
fbem-19720	4	36	and	and	CCONJ
fbem-19720	4	37	utilizes	utilize	VERB
fbem-19720	4	38	fisher	fisher	PROPN
fbem-19720	4	39	's	's	PART
fbem-19720	4	40	discriminant	discriminant	NOUN
fbem-19720	4	41	method	method	NOUN
fbem-19720	4	42	for	for	ADP
fbem-19720	4	43	discriminant	discriminant	ADJ
fbem-19720	4	44	analysis	analysis	NOUN
fbem-19720	4	45	and	and	CCONJ
fbem-19720	4	46	validation	validation	NOUN
fbem-19720	4	47	.	.	PUNCT
fbem-19720	5	1	the	the	DET
fbem-19720	5	2	research	research	NOUN
fbem-19720	5	3	results	result	NOUN
fbem-19720	5	4	show	show	VERB
fbem-19720	5	5	that	that	SCONJ
fbem-19720	5	6	compared	compare	VERB
fbem-19720	5	7	with	with	ADP
fbem-19720	5	8	the	the	DET
fbem-19720	5	9	z	z	PROPN
fbem-19720	5	10	model	model	NOUN
fbem-19720	5	11	,	,	PUNCT
fbem-19720	5	12	the	the	DET
fbem-19720	5	13	new	new	ADJ
fbem-19720	5	14	model	model	NOUN
fbem-19720	5	15	,	,	PUNCT
fbem-19720	5	16	except	except	SCONJ
fbem-19720	5	17	for	for	ADP
fbem-19720	5	18	x1	x1	PROPN
fbem-19720	5	19	,	,	PUNCT
fbem-19720	5	20	the	the	DET
fbem-19720	5	21	rest	rest	NOUN
fbem-19720	5	22	of	of	ADP
fbem-19720	5	23	the	the	DET
fbem-19720	5	24	variable	variable	ADJ
fbem-19720	5	25	indicators	indicator	NOUN
fbem-19720	5	26	,	,	PUNCT
fbem-19720	5	27	indicator	indicator	NOUN
fbem-19720	5	28	coefficients	coefficient	NOUN
fbem-19720	5	29	and	and	CCONJ
fbem-19720	5	30	risk	risk	NOUN
fbem-19720	5	31	interval	interval	NOUN
fbem-19720	5	32	thresholds	threshold	NOUN
fbem-19720	5	33	have	have	AUX
fbem-19720	5	34	been	be	AUX
fbem-19720	5	35	revised	revise	VERB
fbem-19720	5	36	,	,	PUNCT
fbem-19720	5	37	and	and	CCONJ
fbem-19720	5	38	the	the	DET
fbem-19720	5	39	revised	revised	ADJ
fbem-19720	5	40	z1	z1	ADJ
fbem-19720	5	41	model	model	NOUN
fbem-19720	5	42	has	have	VERB
fbem-19720	5	43	a	a	DET
fbem-19720	5	44	higher	high	ADJ
fbem-19720	5	45	discriminatory	discriminatory	ADJ
fbem-19720	5	46	correctness	correctness	NOUN
fbem-19720	5	47	rate	rate	NOUN
fbem-19720	5	48	,	,	PUNCT
fbem-19720	5	49	and	and	CCONJ
fbem-19720	5	50	is	be	AUX
fbem-19720	5	51	also	also	ADV
fbem-19720	5	52	more	more	ADV
fbem-19720	5	53	suitable	suitable	ADJ
fbem-19720	5	54	for	for	ADP
fbem-19720	5	55	discriminating	discriminate	VERB
fbem-19720	5	56	the	the	DET
fbem-19720	5	57	financial	financial	ADJ
fbem-19720	5	58	risks	risk	NOUN
fbem-19720	5	59	of	of	ADP
fbem-19720	5	60	china	china	PROPN
fbem-19720	5	61	's	's	PART
fbem-19720	5	62	u.s	u.s	PROPN
fbem-19720	5	63	.	.	PROPN
fbem-19720	5	64	stock	stock	PROPN
fbem-19720	5	65	information	information	NOUN
fbem-19720	5	66	technology	technology	NOUN
fbem-19720	5	67	enterprises	enterprise	NOUN
fbem-19720	5	68	at	at	ADP
fbem-19720	5	69	present	present	ADJ
fbem-19720	5	70	.	.	PUNCT
fbem-19720	6	1	keywords	keyword	NOUN
fbem-19720	6	2	:	:	PUNCT
fbem-19720	6	3	u.s	u.s	PROPN
fbem-19720	6	4	.	.	PROPN
fbem-19720	6	5	information	information	NOUN
fbem-19720	6	6	technology	technology	NOUN
fbem-19720	6	7	companies	company	NOUN
fbem-19720	6	8	,	,	PUNCT
fbem-19720	6	9	z	z	NOUN
fbem-19720	6	10	-	-	PUNCT
fbem-19720	6	11	score	score	NOUN
fbem-19720	6	12	model	model	NOUN
fbem-19720	6	13	,	,	PUNCT
fbem-19720	6	14	fisher	fisher	PROPN
fbem-19720	6	15	's	's	PART
fbem-19720	6	16	discriminant	discriminant	NOUN
fbem-19720	6	17	,	,	PUNCT
fbem-19720	6	18	financial	financial	ADJ
fbem-19720	6	19	risk	risk	NOUN
fbem-19720	6	20	.	.	PUNCT
fbem-19720	7	1	1	1	X
fbem-19720	7	2	.	.	X
fbem-19720	7	3	introduction	introduction	NOUN
fbem-19720	7	4	the	the	DET
fbem-19720	7	5	ministry	ministry	PROPN
fbem-19720	7	6	of	of	ADP
fbem-19720	7	7	industry	industry	NOUN
fbem-19720	7	8	and	and	CCONJ
fbem-19720	7	9	information	information	NOUN
fbem-19720	7	10	technology	technology	NOUN
fbem-19720	7	11	released	release	VERB
fbem-19720	7	12	the	the	DET
fbem-19720	7	13	"	"	PUNCT
fbem-19720	7	14	14th	14th	ADJ
fbem-19720	7	15	five	five	NUM
fbem-19720	7	16	-	-	PUNCT
fbem-19720	7	17	year	year	NOUN
fbem-19720	7	18	plan	plan	NOUN
fbem-19720	7	19	"	"	PUNCT
fbem-19720	7	20	for	for	ADP
fbem-19720	7	21	the	the	DET
fbem-19720	7	22	development	development	NOUN
fbem-19720	7	23	of	of	ADP
fbem-19720	7	24	software	software	NOUN
fbem-19720	7	25	and	and	CCONJ
fbem-19720	7	26	information	information	NOUN
fbem-19720	7	27	technology	technology	NOUN
fbem-19720	7	28	services	service	NOUN
fbem-19720	7	29	on	on	ADP
fbem-19720	7	30	november	november	PROPN
fbem-19720	7	31	15	15	NUM
fbem-19720	7	32	,	,	PUNCT
fbem-19720	7	33	2021	2021	NUM
fbem-19720	7	34	,	,	PUNCT
fbem-19720	7	35	which	which	PRON
fbem-19720	7	36	made	make	VERB
fbem-19720	7	37	an	an	DET
fbem-19720	7	38	important	important	ADJ
fbem-19720	7	39	deployment	deployment	NOUN
fbem-19720	7	40	of	of	ADP
fbem-19720	7	41	the	the	DET
fbem-19720	7	42	development	development	NOUN
fbem-19720	7	43	tasks	task	NOUN
fbem-19720	7	44	of	of	ADP
fbem-19720	7	45	china	china	PROPN
fbem-19720	7	46	's	's	PART
fbem-19720	7	47	software	software	NOUN
fbem-19720	7	48	and	and	CCONJ
fbem-19720	7	49	information	information	NOUN
fbem-19720	7	50	technology	technology	NOUN
fbem-19720	7	51	services	service	NOUN
fbem-19720	7	52	during	during	ADP
fbem-19720	7	53	the	the	DET
fbem-19720	7	54	"	"	PUNCT
fbem-19720	7	55	14th	14th	ADJ
fbem-19720	7	56	five	five	NUM
fbem-19720	7	57	-	-	PUNCT
fbem-19720	7	58	year	year	NOUN
fbem-19720	7	59	plan	plan	NOUN
fbem-19720	7	60	"	"	PUNCT
fbem-19720	7	61	period	period	NOUN
fbem-19720	7	62	(	(	PUNCT
fbem-19720	7	63	cao	cao	PROPN
fbem-19720	7	64	chunping	chunping	NOUN
fbem-19720	7	65	and	and	CCONJ
fbem-19720	7	66	liu	liu	PROPN
fbem-19720	7	67	xinyu,2023	xinyu,2023	PROPN
fbem-19720	7	68	)	)	PUNCT
fbem-19720	7	69	financial	financial	ADJ
fbem-19720	7	70	risk	risk	NOUN
fbem-19720	7	71	exists	exist	VERB
fbem-19720	7	72	objectively	objectively	ADV
fbem-19720	7	73	in	in	ADP
fbem-19720	7	74	the	the	DET
fbem-19720	7	75	process	process	NOUN
fbem-19720	7	76	of	of	ADP
fbem-19720	7	77	enterprise	enterprise	NOUN
fbem-19720	7	78	operation	operation	NOUN
fbem-19720	7	79	,	,	PUNCT
fbem-19720	7	80	it	it	PRON
fbem-19720	7	81	is	be	AUX
fbem-19720	7	82	a	a	DET
fbem-19720	7	83	risk	risk	NOUN
fbem-19720	7	84	that	that	PRON
fbem-19720	7	85	can	can	AUX
fbem-19720	7	86	only	only	ADV
fbem-19720	7	87	be	be	AUX
fbem-19720	7	88	reduced	reduce	VERB
fbem-19720	7	89	but	but	CCONJ
fbem-19720	7	90	not	not	PART
fbem-19720	7	91	eliminated	eliminate	VERB
fbem-19720	7	92	,	,	PUNCT
fbem-19720	7	93	and	and	CCONJ
fbem-19720	7	94	it	it	PRON
fbem-19720	7	95	has	have	VERB
fbem-19720	7	96	an	an	DET
fbem-19720	7	97	important	important	ADJ
fbem-19720	7	98	impact	impact	NOUN
fbem-19720	7	99	on	on	ADP
fbem-19720	7	100	the	the	DET
fbem-19720	7	101	development	development	NOUN
fbem-19720	7	102	of	of	ADP
fbem-19720	7	103	enterprises	enterprise	NOUN
fbem-19720	7	104	.	.	PUNCT
fbem-19720	8	1	the	the	DET
fbem-19720	8	2	u.s	u.s	PROPN
fbem-19720	8	3	.	.	PROPN
fbem-19720	8	4	securities	security	NOUN
fbem-19720	8	5	market	market	NOUN
fbem-19720	8	6	,	,	PUNCT
fbem-19720	8	7	as	as	ADP
fbem-19720	8	8	one	one	NUM
fbem-19720	8	9	of	of	ADP
fbem-19720	8	10	the	the	DET
fbem-19720	8	11	world	world	NOUN
fbem-19720	8	12	's	's	PART
fbem-19720	8	13	largest	large	ADJ
fbem-19720	8	14	capital	capital	NOUN
fbem-19720	8	15	markets	market	NOUN
fbem-19720	8	16	,	,	PUNCT
fbem-19720	8	17	with	with	ADP
fbem-19720	8	18	its	its	PRON
fbem-19720	8	19	rich	rich	ADJ
fbem-19720	8	20	layers	layer	NOUN
fbem-19720	8	21	,	,	PUNCT
fbem-19720	8	22	abundant	abundant	ADJ
fbem-19720	8	23	funds	fund	NOUN
fbem-19720	8	24	,	,	PUNCT
fbem-19720	8	25	and	and	CCONJ
fbem-19720	8	26	faster	fast	ADJ
fbem-19720	8	27	financing	financing	NOUN
fbem-19720	8	28	,	,	PUNCT
fbem-19720	8	29	is	be	AUX
fbem-19720	8	30	the	the	DET
fbem-19720	8	31	preferred	preferred	ADJ
fbem-19720	8	32	place	place	NOUN
fbem-19720	8	33	for	for	SCONJ
fbem-19720	8	34	chinese	chinese	ADJ
fbem-19720	8	35	enterprises	enterprise	NOUN
fbem-19720	8	36	to	to	PART
fbem-19720	8	37	list	list	VERB
fbem-19720	8	38	abroad	abroad	ADV
fbem-19720	8	39	.	.	PUNCT
fbem-19720	9	1	most	most	ADJ
fbem-19720	9	2	of	of	ADP
fbem-19720	9	3	the	the	DET
fbem-19720	9	4	previous	previous	ADJ
fbem-19720	9	5	literature	literature	NOUN
fbem-19720	9	6	on	on	ADP
fbem-19720	9	7	financial	financial	ADJ
fbem-19720	9	8	risk	risk	NOUN
fbem-19720	9	9	is	be	AUX
fbem-19720	9	10	classified	classify	VERB
fbem-19720	9	11	according	accord	VERB
fbem-19720	9	12	to	to	ADP
fbem-19720	9	13	financing	financing	NOUN
fbem-19720	9	14	channels	channel	NOUN
fbem-19720	9	15	or	or	CCONJ
fbem-19720	9	16	single	single	ADJ
fbem-19720	9	17	-	-	PUNCT
fbem-19720	9	18	factor	factor	NOUN
fbem-19720	9	19	research	research	NOUN
fbem-19720	9	20	on	on	ADP
fbem-19720	9	21	the	the	DET
fbem-19720	9	22	four	four	NUM
fbem-19720	9	23	major	major	ADJ
fbem-19720	9	24	capabilities	capability	NOUN
fbem-19720	9	25	,	,	PUNCT
fbem-19720	9	26	and	and	CCONJ
fbem-19720	9	27	there	there	PRON
fbem-19720	9	28	are	be	VERB
fbem-19720	9	29	fewer	few	ADJ
fbem-19720	9	30	comprehensive	comprehensive	ADJ
fbem-19720	9	31	multi	multi	ADJ
fbem-19720	9	32	-	-	ADJ
fbem-19720	9	33	factor	factor	NOUN
fbem-19720	9	34	studies	study	NOUN
fbem-19720	9	35	using	use	VERB
fbem-19720	9	36	the	the	DET
fbem-19720	9	37	z	z	NOUN
fbem-19720	9	38	-	-	PUNCT
fbem-19720	9	39	score	score	NOUN
fbem-19720	9	40	model	model	NOUN
fbem-19720	9	41	,	,	PUNCT
fbem-19720	9	42	and	and	CCONJ
fbem-19720	9	43	most	most	ADJ
fbem-19720	9	44	of	of	ADP
fbem-19720	9	45	them	they	PRON
fbem-19720	9	46	are	be	AUX
fbem-19720	9	47	dominated	dominate	VERB
fbem-19720	9	48	by	by	ADP
fbem-19720	9	49	enterprises	enterprise	NOUN
fbem-19720	9	50	in	in	ADP
fbem-19720	9	51	the	the	DET
fbem-19720	9	52	real	real	ADJ
fbem-19720	9	53	estate	estate	NOUN
fbem-19720	9	54	industry	industry	NOUN
fbem-19720	9	55	.	.	PUNCT
fbem-19720	10	1	based	base	VERB
fbem-19720	10	2	on	on	ADP
fbem-19720	10	3	the	the	DET
fbem-19720	10	4	principle	principle	NOUN
fbem-19720	10	5	and	and	CCONJ
fbem-19720	10	6	method	method	NOUN
fbem-19720	10	7	of	of	ADP
fbem-19720	10	8	z	z	NOUN
fbem-19720	10	9	-	-	PUNCT
fbem-19720	10	10	score	score	NOUN
fbem-19720	10	11	model	model	NOUN
fbem-19720	10	12	,	,	PUNCT
fbem-19720	10	13	the	the	DET
fbem-19720	10	14	article	article	NOUN
fbem-19720	10	15	uses	use	VERB
fbem-19720	10	16	fisher	fisher	PROPN
fbem-19720	10	17	's	's	PART
fbem-19720	10	18	discriminant	discriminant	ADJ
fbem-19720	10	19	method	method	NOUN
fbem-19720	10	20	of	of	ADP
fbem-19720	10	21	spss	spss	PROPN
fbem-19720	10	22	software	software	NOUN
fbem-19720	10	23	to	to	PART
fbem-19720	10	24	modify	modify	VERB
fbem-19720	10	25	the	the	DET
fbem-19720	10	26	model	model	NOUN
fbem-19720	10	27	,	,	PUNCT
fbem-19720	10	28	and	and	CCONJ
fbem-19720	10	29	provides	provide	VERB
fbem-19720	10	30	the	the	DET
fbem-19720	10	31	basis	basis	NOUN
fbem-19720	10	32	for	for	ADP
fbem-19720	10	33	financial	financial	ADJ
fbem-19720	10	34	risk	risk	NOUN
fbem-19720	10	35	identification	identification	NOUN
fbem-19720	10	36	of	of	ADP
fbem-19720	10	37	china	china	PROPN
fbem-19720	10	38	's	's	PART
fbem-19720	10	39	u.s	u.s	PROPN
fbem-19720	10	40	.	.	PROPN
fbem-19720	10	41	information	information	NOUN
fbem-19720	10	42	technology	technology	NOUN
fbem-19720	10	43	enterprises	enterprise	NOUN
fbem-19720	10	44	through	through	ADP
fbem-19720	10	45	the	the	DET
fbem-19720	10	46	optimized	optimize	VERB
fbem-19720	10	47	model	model	NOUN
fbem-19720	10	48	.	.	PUNCT
fbem-19720	11	1	2	2	X
fbem-19720	11	2	.	.	X
fbem-19720	11	3	introduction	introduction	NOUN
fbem-19720	11	4	to	to	ADP
fbem-19720	11	5	z	z	NOUN
fbem-19720	11	6	-	-	PUNCT
fbem-19720	11	7	score	score	NOUN
fbem-19720	11	8	model	model	NOUN
fbem-19720	11	9	z	z	NOUN
fbem-19720	11	10	-	-	PUNCT
fbem-19720	11	11	score	score	NOUN
fbem-19720	11	12	score	score	NOUN
fbem-19720	11	13	model	model	NOUN
fbem-19720	11	14	was	be	AUX
fbem-19720	11	15	proposed	propose	VERB
fbem-19720	11	16	by	by	ADP
fbem-19720	11	17	american	american	ADJ
fbem-19720	11	18	scholar	scholar	PROPN
fbem-19720	11	19	altman	altman	PROPN
fbem-19720	11	20	in	in	ADP
fbem-19720	11	21	1986	1986	NUM
fbem-19720	11	22	to	to	PART
fbem-19720	11	23	measure	measure	VERB
fbem-19720	11	24	the	the	DET
fbem-19720	11	25	financial	financial	ADJ
fbem-19720	11	26	risk	risk	NOUN
fbem-19720	11	27	situation	situation	NOUN
fbem-19720	11	28	.	.	PUNCT
fbem-19720	12	1	by	by	ADP
fbem-19720	12	2	selecting	select	VERB
fbem-19720	12	3	a	a	DET
fbem-19720	12	4	large	large	ADJ
fbem-19720	12	5	number	number	NOUN
fbem-19720	12	6	of	of	ADP
fbem-19720	12	7	financial	financial	ADJ
fbem-19720	12	8	indicators	indicator	NOUN
fbem-19720	12	9	and	and	CCONJ
fbem-19720	12	10	u.s	u.s	PROPN
fbem-19720	12	11	.	.	PROPN
fbem-19720	12	12	companies	company	NOUN
fbem-19720	12	13	to	to	PART
fbem-19720	12	14	conduct	conduct	VERB
fbem-19720	12	15	experiments	experiment	NOUN
fbem-19720	12	16	resulted	result	VERB
fbem-19720	12	17	in	in	ADP
fbem-19720	12	18	three	three	NUM
fbem-19720	12	19	models	model	NOUN
fbem-19720	12	20	,	,	PUNCT
fbem-19720	12	21	which	which	PRON
fbem-19720	12	22	are	be	AUX
fbem-19720	12	23	applicable	applicable	ADJ
fbem-19720	12	24	to	to	ADP
fbem-19720	12	25	listed	list	VERB
fbem-19720	12	26	manufacturing	manufacturing	NOUN
fbem-19720	12	27	industry	industry	NOUN
fbem-19720	12	28	,	,	PUNCT
fbem-19720	12	29	nonlisted	nonliste	VERB
fbem-19720	12	30	manufacturing	manufacturing	NOUN
fbem-19720	12	31	industry	industry	NOUN
fbem-19720	12	32	,	,	PUNCT
fbem-19720	12	33	and	and	CCONJ
fbem-19720	12	34	other	other	ADJ
fbem-19720	12	35	non	non	ADJ
fbem-19720	12	36	-	-	ADJ
fbem-19720	12	37	manufacturing	manufacturing	ADJ
fbem-19720	12	38	enterprises	enterprise	NOUN
fbem-19720	12	39	(	(	PUNCT
fbem-19720	12	40	xu	xu	PROPN
fbem-19720	12	41	xiao,2022	xiao,2022	PROPN
fbem-19720	12	42	)	)	PUNCT
fbem-19720	12	43	.	.	PUNCT
fbem-19720	13	1	because	because	SCONJ
fbem-19720	13	2	the	the	DET
fbem-19720	13	3	research	research	NOUN
fbem-19720	13	4	object	object	NOUN
fbem-19720	13	5	is	be	AUX
fbem-19720	13	6	listed	list	VERB
fbem-19720	13	7	in	in	ADP
fbem-19720	13	8	the	the	DET
fbem-19720	13	9	united	united	PROPN
fbem-19720	13	10	states	states	PROPN
fbem-19720	13	11	of	of	ADP
fbem-19720	13	12	china	china	PROPN
fbem-19720	13	13	's	's	PART
fbem-19720	13	14	information	information	NOUN
fbem-19720	13	15	technology	technology	NOUN
fbem-19720	13	16	enterprises	enterprise	NOUN
fbem-19720	13	17	belong	belong	VERB
fbem-19720	13	18	to	to	ADP
fbem-19720	13	19	the	the	DET
fbem-19720	13	20	non	non	ADJ
fbem-19720	13	21	-	-	ADJ
fbem-19720	13	22	manufacturing	manufacturing	ADJ
fbem-19720	13	23	industry	industry	NOUN
fbem-19720	13	24	,	,	PUNCT
fbem-19720	13	25	so	so	CCONJ
fbem-19720	13	26	the	the	DET
fbem-19720	13	27	third	third	ADJ
fbem-19720	13	28	model	model	NOUN
fbem-19720	13	29	as	as	ADP
fbem-19720	13	30	the	the	DET
fbem-19720	13	31	basis	basis	NOUN
fbem-19720	13	32	for	for	ADP
fbem-19720	13	33	research	research	NOUN
fbem-19720	13	34	.	.	PUNCT
fbem-19720	14	1	the	the	DET
fbem-19720	14	2	model	model	NOUN
fbem-19720	14	3	formula	formula	NOUN
fbem-19720	14	4	is	be	AUX
fbem-19720	14	5	:	:	PUNCT
fbem-19720	14	6	z=6.56x1	z=6.56x1	PROPN
fbem-19720	14	7	+	+	NOUN
fbem-19720	14	8	3.26x2	3.26x2	NUM
fbem-19720	14	9	+	+	ADJ
fbem-19720	14	10	6.72x3	6.72x3	PROPN
fbem-19720	14	11	+	+	SYM
fbem-19720	14	12	1.05x4	1.05x4	NUM
fbem-19720	14	13	x1=(current	x1=(current	SYM
fbem-19720	14	14	assets	asset	NOUN
fbem-19720	14	15	current	current	ADJ
fbem-19720	14	16	liabilities)/total	liabilities)/total	ADJ
fbem-19720	14	17	assets	asset	NOUN
fbem-19720	14	18	,	,	PUNCT
fbem-19720	14	19	which	which	PRON
fbem-19720	14	20	measures	measure	VERB
fbem-19720	14	21	the	the	DET
fbem-19720	14	22	asset	asset	NOUN
fbem-19720	14	23	liquidity	liquidity	NOUN
fbem-19720	14	24	ability	ability	NOUN
fbem-19720	14	25	;	;	PUNCT
fbem-19720	14	26	x2=(undistributed	x2=(undistributed	NUM
fbem-19720	14	27	profit	profit	NOUN
fbem-19720	14	28	+	+	CCONJ
fbem-19720	14	29	surplus	surplus	ADJ
fbem-19720	14	30	reserve)/total	reserve)/total	ADJ
fbem-19720	14	31	assets	asset	NOUN
fbem-19720	14	32	,	,	PUNCT
fbem-19720	14	33	which	which	PRON
fbem-19720	14	34	illustrates	illustrate	VERB
fbem-19720	14	35	the	the	DET
fbem-19720	14	36	cumulative	cumulative	ADJ
fbem-19720	14	37	profitability	profitability	NOUN
fbem-19720	14	38	;	;	PUNCT
fbem-19720	14	39	x3=(total	x3=(total	PROPN
fbem-19720	14	40	profit	profit	NOUN
fbem-19720	14	41	＋	＋	PUNCT
fbem-19720	14	42	interest	interest	NOUN
fbem-19720	14	43	expense)/total	expense)/total	ADJ
fbem-19720	14	44	assets	asset	NOUN
fbem-19720	14	45	,	,	PUNCT
fbem-19720	14	46	which	which	PRON
fbem-19720	14	47	expresses	express	VERB
fbem-19720	14	48	the	the	DET
fbem-19720	14	49	profitability	profitability	NOUN
fbem-19720	14	50	;	;	PUNCT
fbem-19720	14	51	and	and	CCONJ
fbem-19720	14	52	x4	x4	PROPN
fbem-19720	14	53	=	=	PROPN
fbem-19720	14	54	owner	owner	NOUN
fbem-19720	14	55	's	's	PART
fbem-19720	14	56	equity	equity	NOUN
fbem-19720	14	57	/	/	SYM
fbem-19720	14	58	total	total	ADJ
fbem-19720	14	59	liabilities	liability	NOUN
fbem-19720	14	60	,	,	PUNCT
fbem-19720	14	61	which	which	PRON
fbem-19720	14	62	indicates	indicate	VERB
fbem-19720	14	63	the	the	DET
fbem-19720	14	64	ability	ability	NOUN
fbem-19720	14	65	to	to	PART
fbem-19720	14	66	withstand	withstand	VERB
fbem-19720	14	67	the	the	DET
fbem-19720	14	68	market	market	NOUN
fbem-19720	14	69	shock	shock	NOUN
fbem-19720	14	70	.	.	PUNCT
fbem-19720	15	1	z	z	X
fbem-19720	15	2	≧	≧	NUM
fbem-19720	15	3	2.60	2.60	NUM
fbem-19720	15	4	,	,	PUNCT
fbem-19720	15	5	indicating	indicate	VERB
fbem-19720	15	6	a	a	DET
fbem-19720	15	7	safe	safe	ADJ
fbem-19720	15	8	zone	zone	NOUN
fbem-19720	15	9	with	with	ADP
fbem-19720	15	10	less	less	ADJ
fbem-19720	15	11	financial	financial	ADJ
fbem-19720	15	12	risk	risk	NOUN
fbem-19720	15	13	;	;	PUNCT
fbem-19720	15	14	z	z	NOUN
fbem-19720	15	15	≤	≤	NOUN
fbem-19720	15	16	1.10	1.10	NUM
fbem-19720	15	17	,	,	PUNCT
fbem-19720	15	18	indicating	indicate	VERB
fbem-19720	15	19	a	a	DET
fbem-19720	15	20	bankruptcy	bankruptcy	NOUN
fbem-19720	15	21	zone	zone	NOUN
fbem-19720	15	22	with	with	ADP
fbem-19720	15	23	greater	great	ADJ
fbem-19720	15	24	financial	financial	ADJ
fbem-19720	15	25	risk	risk	NOUN
fbem-19720	15	26	;	;	PUNCT
fbem-19720	15	27	1.10	1.10	NUM
fbem-19720	15	28	<	<	X
fbem-19720	15	29	z	z	X
fbem-19720	15	30	<	<	X
fbem-19720	15	31	2.60	2.60	NUM
fbem-19720	15	32	,	,	PUNCT
fbem-19720	15	33	indicating	indicate	VERB
fbem-19720	15	34	a	a	DET
fbem-19720	15	35	gray	gray	ADJ
fbem-19720	15	36	zone	zone	NOUN
fbem-19720	15	37	with	with	ADP
fbem-19720	15	38	moderate	moderate	ADJ
fbem-19720	15	39	risk	risk	NOUN
fbem-19720	15	40	.	.	PUNCT
fbem-19720	16	1	by	by	ADP
fbem-19720	16	2	bringing	bring	VERB
fbem-19720	16	3	the	the	DET
fbem-19720	16	4	enterprise	enterprise	NOUN
fbem-19720	16	5	financial	financial	ADJ
fbem-19720	16	6	data	datum	NOUN
fbem-19720	16	7	into	into	ADP
fbem-19720	16	8	the	the	DET
fbem-19720	16	9	z	z	NOUN
fbem-19720	16	10	-	-	PUNCT
fbem-19720	16	11	score	score	NOUN
fbem-19720	16	12	model	model	NOUN
fbem-19720	16	13	and	and	CCONJ
fbem-19720	16	14	comparing	compare	VERB
fbem-19720	16	15	the	the	DET
fbem-19720	16	16	calculated	calculated	ADJ
fbem-19720	16	17	z	z	NOUN
fbem-19720	16	18	value	value	NOUN
fbem-19720	16	19	with	with	ADP
fbem-19720	16	20	the	the	DET
fbem-19720	16	21	interval	interval	NOUN
fbem-19720	16	22	value	value	NOUN
fbem-19720	16	23	,	,	PUNCT
fbem-19720	16	24	the	the	DET
fbem-19720	16	25	size	size	NOUN
fbem-19720	16	26	of	of	ADP
fbem-19720	16	27	the	the	DET
fbem-19720	16	28	enterprise	enterprise	NOUN
fbem-19720	16	29	financial	financial	ADJ
fbem-19720	16	30	risk	risk	NOUN
fbem-19720	16	31	is	be	AUX
fbem-19720	16	32	judged	judge	VERB
fbem-19720	16	33	.	.	PUNCT
fbem-19720	17	1	3	3	X
fbem-19720	17	2	.	.	X
fbem-19720	17	3	research	research	NOUN
fbem-19720	17	4	design	design	PROPN
fbem-19720	17	5	3.1	3.1	NUM
fbem-19720	17	6	.	.	PUNCT
fbem-19720	18	1	data	datum	NOUN
fbem-19720	18	2	sources	source	NOUN
fbem-19720	18	3	the	the	DET
fbem-19720	18	4	information	information	NOUN
fbem-19720	18	5	technology	technology	NOUN
fbem-19720	18	6	industry	industry	NOUN
fbem-19720	18	7	enterprises	enterprise	NOUN
fbem-19720	18	8	in	in	ADP
fbem-19720	18	9	china	china	PROPN
fbem-19720	18	10	's	's	PART
fbem-19720	18	11	conceptual	conceptual	ADJ
fbem-19720	18	12	stocks	stock	NOUN
fbem-19720	18	13	under	under	ADP
fbem-19720	18	14	sina	sina	PROPN
fbem-19720	18	15	finance	finance	PROPN
fbem-19720	18	16	u.s	u.s	PROPN
fbem-19720	18	17	.	.	PROPN
fbem-19720	18	18	stocks	stock	NOUN
fbem-19720	18	19	in	in	ADP
fbem-19720	18	20	november	november	PROPN
fbem-19720	18	21	2023	2023	NUM
fbem-19720	18	22	are	be	AUX
fbem-19720	18	23	selected	select	VERB
fbem-19720	18	24	as	as	ADP
fbem-19720	18	25	the	the	DET
fbem-19720	18	26	research	research	NOUN
fbem-19720	18	27	object	object	NOUN
fbem-19720	18	28	,	,	PUNCT
fbem-19720	18	29	a	a	DET
fbem-19720	18	30	total	total	NOUN
fbem-19720	18	31	of	of	ADP
fbem-19720	18	32	45	45	NUM
fbem-19720	18	33	,	,	PUNCT
fbem-19720	18	34	of	of	ADP
fbem-19720	18	35	which	which	PRON
fbem-19720	18	36	31	31	NUM
fbem-19720	18	37	are	be	AUX
fbem-19720	18	38	listed	list	VERB
fbem-19720	18	39	on	on	ADP
fbem-19720	18	40	nasdaq	nasdaq	PROPN
fbem-19720	18	41	and	and	CCONJ
fbem-19720	18	42	the	the	DET
fbem-19720	18	43	rest	rest	NOUN
fbem-19720	18	44	are	be	AUX
fbem-19720	18	45	listed	list	VERB
fbem-19720	18	46	on	on	ADP
fbem-19720	18	47	nyse	nyse	PROPN
fbem-19720	18	48	.	.	PUNCT
fbem-19720	19	1	the	the	DET
fbem-19720	19	2	financial	financial	ADJ
fbem-19720	19	3	statement	statement	NOUN
fbem-19720	19	4	data	datum	NOUN
fbem-19720	19	5	comes	come	VERB
fbem-19720	19	6	from	from	ADP
fbem-19720	19	7	snowball.com	snowball.com	X
fbem-19720	19	8	and	and	CCONJ
fbem-19720	19	9	excel	excel	VERB
fbem-19720	19	10	calculation	calculation	NOUN
fbem-19720	19	11	and	and	CCONJ
fbem-19720	19	12	organization	organization	NOUN
fbem-19720	19	13	,	,	PUNCT
fbem-19720	19	14	excluding	exclude	VERB
fbem-19720	19	15	4	4	NUM
fbem-19720	19	16	enterprises	enterprise	NOUN
fbem-19720	19	17	without	without	ADP
fbem-19720	19	18	financial	financial	ADJ
fbem-19720	19	19	data	datum	NOUN
fbem-19720	19	20	,	,	PUNCT
fbem-19720	19	21	the	the	DET
fbem-19720	19	22	actual	actual	ADJ
fbem-19720	19	23	valid	valid	ADJ
fbem-19720	19	24	data	data	NOUN
fbem-19720	19	25	sample	sample	NOUN
fbem-19720	19	26	is	be	AUX
fbem-19720	19	27	41	41	NUM
fbem-19720	19	28	.	.	PUNCT
fbem-19720	20	1	since	since	SCONJ
fbem-19720	20	2	the	the	DET
fbem-19720	20	3	bankruptcy	bankruptcy	NOUN
fbem-19720	20	4	boundaries	boundary	NOUN
fbem-19720	20	5	of	of	ADP
fbem-19720	20	6	both	both	DET
fbem-19720	20	7	china	china	PROPN
fbem-19720	20	8	's	's	PART
fbem-19720	20	9	old	old	ADJ
fbem-19720	20	10	and	and	CCONJ
fbem-19720	20	11	new	new	ADJ
fbem-19720	20	12	bankruptcy	bankruptcy	NOUN
fbem-19720	20	13	laws	law	NOUN
fbem-19720	20	14	involve	involve	VERB
fbem-19720	20	15	insolvency	insolvency	NOUN
fbem-19720	20	16	,	,	PUNCT
fbem-19720	20	17	total	total	ADJ
fbem-19720	20	18	assets	asset	NOUN
fbem-19720	20	19	are	be	AUX
fbem-19720	20	20	used	use	VERB
fbem-19720	20	21	as	as	ADP
fbem-19720	20	22	the	the	DET
fbem-19720	20	23	basis	basis	NOUN
fbem-19720	20	24	for	for	ADP
fbem-19720	20	25	categorization	categorization	NOUN
fbem-19720	20	26	.	.	PUNCT
fbem-19720	21	1	the	the	DET
fbem-19720	21	2	total	total	ADJ
fbem-19720	21	3	assets	asset	NOUN
fbem-19720	21	4	are	be	AUX
fbem-19720	21	5	sorted	sort	VERB
fbem-19720	21	6	with	with	ADP
fbem-19720	21	7	odd	odd	ADJ
fbem-19720	21	8	numbers	number	NOUN
fbem-19720	21	9	as	as	ADP
fbem-19720	21	10	a	a	DET
fbem-19720	21	11	group	group	NOUN
fbem-19720	21	12	and	and	CCONJ
fbem-19720	21	13	even	even	ADV
fbem-19720	21	14	numbers	number	NOUN
fbem-19720	21	15	as	as	ADP
fbem-19720	21	16	a	a	DET
fbem-19720	21	17	group	group	NOUN
fbem-19720	21	18	.	.	PUNCT
fbem-19720	22	1	the	the	DET
fbem-19720	22	2	first	first	ADJ
fbem-19720	22	3	group	group	NOUN
fbem-19720	22	4	is	be	AUX
fbem-19720	22	5	used	use	VERB
fbem-19720	22	6	for	for	ADP
fbem-19720	22	7	experiment	experiment	NOUN
fbem-19720	22	8	and	and	CCONJ
fbem-19720	22	9	the	the	DET
fbem-19720	22	10	second	second	ADJ
fbem-19720	22	11	group	group	NOUN
fbem-19720	22	12	is	be	AUX
fbem-19720	22	13	used	use	VERB
fbem-19720	22	14	for	for	ADP
fbem-19720	22	15	test	test	NOUN
fbem-19720	22	16	.	.	PUNCT
fbem-19720	23	1	the	the	DET
fbem-19720	23	2	financial	financial	ADJ
fbem-19720	23	3	type	type	NOUN
fbem-19720	23	4	of	of	ADP
fbem-19720	23	5	the	the	DET
fbem-19720	23	6	enterprise	enterprise	NOUN
fbem-19720	23	7	is	be	AUX
fbem-19720	23	8	divided	divide	VERB
fbem-19720	23	9	into	into	ADP
fbem-19720	23	10	normal	normal	ADJ
fbem-19720	23	11	operating	operating	NOUN
fbem-19720	23	12	conditions	condition	NOUN
fbem-19720	23	13	and	and	CCONJ
fbem-19720	23	14	abnormal	abnormal	ADJ
fbem-19720	23	15	operating	operating	NOUN
fbem-19720	23	16	conditions	condition	NOUN
fbem-19720	23	17	,	,	PUNCT
fbem-19720	23	18	1	1	NUM
fbem-19720	23	19	represents	represent	VERB
fbem-19720	23	20	in	in	ADP
fbem-19720	23	21	the	the	DET
fbem-19720	23	22	safe	safe	ADJ
fbem-19720	23	23	zone	zone	NOUN
fbem-19720	23	24	of	of	ADP
fbem-19720	23	25	small	small	ADJ
fbem-19720	23	26	financial	financial	ADJ
fbem-19720	23	27	risk	risk	NOUN
fbem-19720	23	28	,	,	PUNCT
fbem-19720	23	29	normal	normal	ADJ
fbem-19720	23	30	operating	operating	NOUN
fbem-19720	23	31	conditions	condition	NOUN
fbem-19720	23	32	of	of	ADP
fbem-19720	23	33	the	the	DET
fbem-19720	23	34	enterprise	enterprise	NOUN
fbem-19720	23	35	;	;	PUNCT
fbem-19720	23	36	2	2	NUM
fbem-19720	23	37	represents	represent	VERB
fbem-19720	23	38	in	in	ADP
fbem-19720	23	39	the	the	DET
fbem-19720	23	40	bankruptcy	bankruptcy	NOUN
fbem-19720	23	41	zone	zone	NOUN
fbem-19720	23	42	of	of	ADP
fbem-19720	23	43	large	large	ADJ
fbem-19720	23	44	financial	financial	ADJ
fbem-19720	23	45	risk	risk	NOUN
fbem-19720	23	46	,	,	PUNCT
fbem-19720	23	47	abnormal	abnormal	ADJ
fbem-19720	23	48	operating	operating	NOUN
fbem-19720	23	49	conditions	condition	NOUN
fbem-19720	23	50	of	of	ADP
fbem-19720	23	51	the	the	DET
fbem-19720	23	52	enterprise	enterprise	NOUN
fbem-19720	23	53	;	;	PUNCT
fbem-19720	23	54	1.5	1.5	NUM
fbem-19720	23	55	represents	represent	VERB
fbem-19720	23	56	in	in	ADP
fbem-19720	23	57	the	the	DET
fbem-19720	23	58	177	177	NUM
fbem-19720	23	59	gray	gray	ADJ
fbem-19720	23	60	zone	zone	NOUN
fbem-19720	23	61	of	of	ADP
fbem-19720	23	62	moderate	moderate	ADJ
fbem-19720	23	63	financial	financial	ADJ
fbem-19720	23	64	risk	risk	NOUN
fbem-19720	23	65	,	,	PUNCT
fbem-19720	23	66	unknown	unknown	ADJ
fbem-19720	23	67	operating	operating	NOUN
fbem-19720	23	68	conditions	condition	NOUN
fbem-19720	23	69	of	of	ADP
fbem-19720	23	70	the	the	DET
fbem-19720	23	71	enterprise	enterprise	NOUN
fbem-19720	23	72	.	.	PUNCT
fbem-19720	24	1	3.2	3.2	NUM
fbem-19720	24	2	.	.	PUNCT
fbem-19720	24	3	validation	validation	NOUN
fbem-19720	24	4	of	of	ADP
fbem-19720	24	5	the	the	DET
fbem-19720	24	6	applicability	applicability	NOUN
fbem-19720	24	7	of	of	ADP
fbem-19720	24	8	z	z	NOUN
fbem-19720	24	9	-	-	PUNCT
fbem-19720	24	10	score	score	NOUN
fbem-19720	24	11	model	model	NOUN
fbem-19720	24	12	z	z	NOUN
fbem-19720	24	13	-	-	PUNCT
fbem-19720	24	14	score	score	NOUN
fbem-19720	24	15	model	model	NOUN
fbem-19720	24	16	research	research	NOUN
fbem-19720	24	17	object	object	NOUN
fbem-19720	24	18	is	be	AUX
fbem-19720	24	19	a	a	DET
fbem-19720	24	20	u.s	u.s	PROPN
fbem-19720	24	21	.	.	PROPN
fbem-19720	24	22	enterprise	enterprise	NOUN
fbem-19720	24	23	,	,	PUNCT
fbem-19720	24	24	the	the	DET
fbem-19720	24	25	article	article	NOUN
fbem-19720	24	26	research	research	NOUN
fbem-19720	24	27	object	object	NOUN
fbem-19720	24	28	although	although	SCONJ
fbem-19720	24	29	listed	list	VERB
fbem-19720	24	30	in	in	ADP
fbem-19720	24	31	the	the	DET
fbem-19720	24	32	u.s	u.s	PROPN
fbem-19720	24	33	.	.	PROPN
fbem-19720	24	34	,	,	PUNCT
fbem-19720	24	35	but	but	CCONJ
fbem-19720	24	36	its	its	PRON
fbem-19720	24	37	actual	actual	ADJ
fbem-19720	24	38	manager	manager	NOUN
fbem-19720	24	39	or	or	CCONJ
fbem-19720	24	40	organization	organization	NOUN
fbem-19720	24	41	in	in	ADP
fbem-19720	24	42	china	china	PROPN
fbem-19720	24	43	,	,	PUNCT
fbem-19720	24	44	coupled	couple	VERB
fbem-19720	24	45	with	with	ADP
fbem-19720	24	46	,	,	PUNCT
fbem-19720	24	47	with	with	ADP
fbem-19720	24	48	the	the	DET
fbem-19720	24	49	rapid	rapid	ADJ
fbem-19720	24	50	development	development	NOUN
fbem-19720	24	51	of	of	ADP
fbem-19720	24	52	china	china	PROPN
fbem-19720	24	53	's	's	PART
fbem-19720	24	54	market	market	NOUN
fbem-19720	24	55	economy	economy	NOUN
fbem-19720	24	56	in	in	ADP
fbem-19720	24	57	recent	recent	ADJ
fbem-19720	24	58	years	year	NOUN
fbem-19720	24	59	,	,	PUNCT
fbem-19720	24	60	z	z	NOUN
fbem-19720	24	61	model	model	NOUN
fbem-19720	24	62	financial	financial	ADJ
fbem-19720	24	63	indicators	indicator	NOUN
fbem-19720	24	64	can	can	AUX
fbem-19720	24	65	be	be	AUX
fbem-19720	24	66	sensitive	sensitive	ADJ
fbem-19720	24	67	to	to	PART
fbem-19720	24	68	reflect	reflect	VERB
fbem-19720	24	69	the	the	DET
fbem-19720	24	70	current	current	ADJ
fbem-19720	24	71	market	market	NOUN
fbem-19720	24	72	changes	change	NOUN
fbem-19720	24	73	,	,	PUNCT
fbem-19720	24	74	so	so	SCONJ
fbem-19720	24	75	the	the	DET
fbem-19720	24	76	applicability	applicability	NOUN
fbem-19720	24	77	of	of	ADP
fbem-19720	24	78	the	the	DET
fbem-19720	24	79	z	z	NOUN
fbem-19720	24	80	model	model	NOUN
fbem-19720	24	81	is	be	AUX
fbem-19720	24	82	open	open	ADJ
fbem-19720	24	83	to	to	ADP
fbem-19720	24	84	question	question	NOUN
fbem-19720	24	85	.	.	PUNCT
fbem-19720	25	1	in	in	ADP
fbem-19720	25	2	order	order	NOUN
fbem-19720	25	3	to	to	PART
fbem-19720	25	4	verify	verify	VERB
fbem-19720	25	5	whether	whether	SCONJ
fbem-19720	25	6	the	the	DET
fbem-19720	25	7	selected	select	VERB
fbem-19720	25	8	enterprises	enterprise	NOUN
fbem-19720	25	9	apply	apply	VERB
fbem-19720	25	10	the	the	DET
fbem-19720	25	11	z	z	NOUN
fbem-19720	25	12	model	model	NOUN
fbem-19720	25	13	to	to	PART
fbem-19720	25	14	judge	judge	VERB
fbem-19720	25	15	their	their	PRON
fbem-19720	25	16	financial	financial	ADJ
fbem-19720	25	17	risks	risk	NOUN
fbem-19720	25	18	,	,	PUNCT
fbem-19720	25	19	the	the	DET
fbem-19720	25	20	z	z	NOUN
fbem-19720	25	21	-	-	PUNCT
fbem-19720	25	22	score	score	NOUN
fbem-19720	25	23	model	model	NOUN
fbem-19720	25	24	formula	formula	NOUN
fbem-19720	25	25	1	1	NUM
fbem-19720	25	26	is	be	AUX
fbem-19720	25	27	selected	select	VERB
fbem-19720	25	28	for	for	ADP
fbem-19720	25	29	verification	verification	NOUN
fbem-19720	25	30	.	.	PUNCT
fbem-19720	26	1	if	if	SCONJ
fbem-19720	26	2	the	the	DET
fbem-19720	26	3	actual	actual	ADJ
fbem-19720	26	4	financial	financial	ADJ
fbem-19720	26	5	status	status	NOUN
fbem-19720	26	6	of	of	ADP
fbem-19720	26	7	the	the	DET
fbem-19720	26	8	enterprise	enterprise	NOUN
fbem-19720	26	9	is	be	AUX
fbem-19720	26	10	consistent	consistent	ADJ
fbem-19720	26	11	with	with	ADP
fbem-19720	26	12	the	the	DET
fbem-19720	26	13	type	type	NOUN
fbem-19720	26	14	of	of	ADP
fbem-19720	26	15	z	z	NOUN
fbem-19720	26	16	model	model	NOUN
fbem-19720	26	17	judgment	judgment	NOUN
fbem-19720	26	18	or	or	CCONJ
fbem-19720	26	19	the	the	DET
fbem-19720	26	20	correct	correct	ADJ
fbem-19720	26	21	rate	rate	NOUN
fbem-19720	26	22	is	be	AUX
fbem-19720	26	23	high	high	ADJ
fbem-19720	26	24	,	,	PUNCT
fbem-19720	26	25	it	it	PRON
fbem-19720	26	26	means	mean	VERB
fbem-19720	26	27	that	that	SCONJ
fbem-19720	26	28	the	the	DET
fbem-19720	26	29	z	z	NOUN
fbem-19720	26	30	model	model	NOUN
fbem-19720	26	31	can	can	AUX
fbem-19720	26	32	still	still	ADV
fbem-19720	26	33	be	be	AUX
fbem-19720	26	34	used	use	VERB
fbem-19720	26	35	as	as	ADP
fbem-19720	26	36	a	a	DET
fbem-19720	26	37	judgment	judgment	NOUN
fbem-19720	26	38	standard	standard	NOUN
fbem-19720	26	39	.	.	PUNCT
fbem-19720	27	1	compare	compare	VERB
fbem-19720	27	2	the	the	DET
fbem-19720	27	3	actual	actual	ADJ
fbem-19720	27	4	financial	financial	ADJ
fbem-19720	27	5	type	type	NOUN
fbem-19720	27	6	of	of	ADP
fbem-19720	27	7	the	the	DET
fbem-19720	27	8	sample	sample	NOUN
fbem-19720	27	9	enterprises	enterprise	NOUN
fbem-19720	27	10	with	with	ADP
fbem-19720	27	11	the	the	DET
fbem-19720	27	12	calculated	calculate	VERB
fbem-19720	27	13	discriminant	discriminant	NOUN
fbem-19720	27	14	type	type	NOUN
fbem-19720	27	15	,	,	PUNCT
fbem-19720	27	16	the	the	DET
fbem-19720	27	17	discriminant	discriminant	ADJ
fbem-19720	27	18	type	type	NOUN
fbem-19720	27	19	is	be	AUX
fbem-19720	27	20	the	the	DET
fbem-19720	27	21	same	same	ADJ
fbem-19720	27	22	as	as	ADP
fbem-19720	27	23	the	the	DET
fbem-19720	27	24	actual	actual	ADJ
fbem-19720	27	25	type	type	NOUN
fbem-19720	27	26	indicating	indicate	VERB
fbem-19720	27	27	that	that	SCONJ
fbem-19720	27	28	it	it	PRON
fbem-19720	27	29	is	be	AUX
fbem-19720	27	30	applicable	applicable	ADJ
fbem-19720	27	31	and	and	CCONJ
fbem-19720	27	32	the	the	DET
fbem-19720	27	33	discriminant	discriminant	NOUN
fbem-19720	27	34	result	result	VERB
fbem-19720	27	35	is	be	AUX
fbem-19720	27	36	correct	correct	ADJ
fbem-19720	27	37	,	,	PUNCT
fbem-19720	27	38	otherwise	otherwise	ADV
fbem-19720	27	39	it	it	PRON
fbem-19720	27	40	is	be	AUX
fbem-19720	27	41	wrong	wrong	ADJ
fbem-19720	27	42	.	.	PUNCT
fbem-19720	28	1	according	accord	VERB
fbem-19720	28	2	to	to	ADP
fbem-19720	28	3	the	the	DET
fbem-19720	28	4	above	above	ADJ
fbem-19720	28	5	data	datum	NOUN
fbem-19720	28	6	source	source	NOUN
fbem-19720	28	7	,	,	PUNCT
fbem-19720	28	8	the	the	DET
fbem-19720	28	9	number	number	NOUN
fbem-19720	28	10	of	of	ADP
fbem-19720	28	11	correct	correct	ADJ
fbem-19720	28	12	and	and	CCONJ
fbem-19720	28	13	incorrect	incorrect	ADJ
fbem-19720	28	14	z	z	NOUN
fbem-19720	28	15	-	-	PUNCT
fbem-19720	28	16	model	model	NOUN
fbem-19720	28	17	discriminations	discrimination	NOUN
fbem-19720	28	18	is	be	AUX
fbem-19720	28	19	28	28	NUM
fbem-19720	28	20	and	and	CCONJ
fbem-19720	28	21	13	13	NUM
fbem-19720	28	22	,	,	PUNCT
fbem-19720	28	23	with	with	ADP
fbem-19720	28	24	a	a	DET
fbem-19720	28	25	correct	correct	ADJ
fbem-19720	28	26	rate	rate	NOUN
fbem-19720	28	27	of	of	ADP
fbem-19720	28	28	68.29	68.29	NUM
fbem-19720	28	29	%	%	NOUN
fbem-19720	28	30	,	,	PUNCT
fbem-19720	28	31	which	which	PRON
fbem-19720	28	32	is	be	AUX
fbem-19720	28	33	not	not	PART
fbem-19720	28	34	very	very	ADV
fbem-19720	28	35	accurate	accurate	ADJ
fbem-19720	28	36	.	.	PUNCT
fbem-19720	29	1	next	next	ADV
fbem-19720	29	2	,	,	PUNCT
fbem-19720	29	3	we	we	PRON
fbem-19720	29	4	explore	explore	VERB
fbem-19720	29	5	whether	whether	SCONJ
fbem-19720	29	6	there	there	PRON
fbem-19720	29	7	is	be	VERB
fbem-19720	29	8	a	a	DET
fbem-19720	29	9	financial	financial	ADJ
fbem-19720	29	10	risk	risk	NOUN
fbem-19720	29	11	early	early	ADJ
fbem-19720	29	12	warning	warning	NOUN
fbem-19720	29	13	model	model	NOUN
fbem-19720	29	14	with	with	ADP
fbem-19720	29	15	higher	high	ADJ
fbem-19720	29	16	correct	correct	ADJ
fbem-19720	29	17	rate	rate	NOUN
fbem-19720	29	18	to	to	PART
fbem-19720	29	19	discriminate	discriminate	VERB
fbem-19720	29	20	the	the	DET
fbem-19720	29	21	financial	financial	ADJ
fbem-19720	29	22	risk	risk	NOUN
fbem-19720	29	23	of	of	ADP
fbem-19720	29	24	china	china	PROPN
fbem-19720	29	25	's	's	PART
fbem-19720	29	26	u.s	u.s	PROPN
fbem-19720	29	27	.	.	PROPN
fbem-19720	29	28	information	information	NOUN
fbem-19720	29	29	technology	technology	NOUN
fbem-19720	29	30	companies	company	NOUN
fbem-19720	29	31	.	.	PUNCT
fbem-19720	30	1	3.3	3.3	NUM
fbem-19720	30	2	.	.	PUNCT
fbem-19720	30	3	selection	selection	NOUN
fbem-19720	30	4	of	of	ADP
fbem-19720	30	5	indicators	indicator	NOUN
fbem-19720	30	6	in	in	ADP
fbem-19720	30	7	order	order	NOUN
fbem-19720	30	8	to	to	PART
fbem-19720	30	9	explore	explore	VERB
fbem-19720	30	10	the	the	DET
fbem-19720	30	11	financial	financial	ADJ
fbem-19720	30	12	risk	risk	NOUN
fbem-19720	30	13	early	early	ADJ
fbem-19720	30	14	warning	warning	NOUN
fbem-19720	30	15	model	model	NOUN
fbem-19720	30	16	with	with	ADP
fbem-19720	30	17	higher	high	ADJ
fbem-19720	30	18	accuracy	accuracy	NOUN
fbem-19720	30	19	,	,	PUNCT
fbem-19720	30	20	based	base	VERB
fbem-19720	30	21	on	on	ADP
fbem-19720	30	22	the	the	DET
fbem-19720	30	23	basic	basic	ADJ
fbem-19720	30	24	principles	principle	NOUN
fbem-19720	30	25	and	and	CCONJ
fbem-19720	30	26	methods	method	NOUN
fbem-19720	30	27	of	of	ADP
fbem-19720	30	28	z	z	NOUN
fbem-19720	30	29	-	-	PUNCT
fbem-19720	30	30	score	score	NOUN
fbem-19720	30	31	model	model	NOUN
fbem-19720	30	32	,	,	PUNCT
fbem-19720	30	33	referring	refer	VERB
fbem-19720	30	34	to	to	ADP
fbem-19720	30	35	the	the	DET
fbem-19720	30	36	literature	literature	NOUN
fbem-19720	30	37	of	of	ADP
fbem-19720	30	38	scholars	scholar	NOUN
fbem-19720	30	39	(	(	PUNCT
fbem-19720	30	40	xiao	xiao	PROPN
fbem-19720	30	41	zhigang,2019	zhigang,2019	PROPN
fbem-19720	30	42	;	;	PUNCT
fbem-19720	30	43	liang	liang	PROPN
fbem-19720	30	44	xue,2021	xue,2021	PROPN
fbem-19720	30	45	)	)	PUNCT
fbem-19720	30	46	.	.	PUNCT
fbem-19720	31	1	the	the	DET
fbem-19720	31	2	"	"	PUNCT
fbem-19720	31	3	enterprise	enterprise	NOUN
fbem-19720	31	4	performance	performance	NOUN
fbem-19720	31	5	evaluation	evaluation	NOUN
fbem-19720	31	6	standards	standard	NOUN
fbem-19720	31	7	"	"	PUNCT
fbem-19720	31	8	(	(	PUNCT
fbem-19720	31	9	deng	deng	PROPN
fbem-19720	31	10	ji,2023	ji,2023	PROPN
fbem-19720	31	11	;	;	PUNCT
fbem-19720	31	12	du	du	PROPN
fbem-19720	31	13	xiaoqin	xiaoqin	PROPN
fbem-19720	31	14	and	and	CCONJ
fbem-19720	31	15	li	li	PROPN
fbem-19720	31	16	lu,2023	lu,2023	PROPN
fbem-19720	31	17	)	)	PUNCT
fbem-19720	31	18	.	.	PUNCT
fbem-19720	32	1	the	the	DET
fbem-19720	32	2	characteristics	characteristic	NOUN
fbem-19720	32	3	of	of	ADP
fbem-19720	32	4	the	the	DET
fbem-19720	32	5	information	information	NOUN
fbem-19720	32	6	technology	technology	NOUN
fbem-19720	32	7	industry(wei	industry(wei	PROPN
fbem-19720	32	8	yuexin,2022	yuexin,2022	NOUN
fbem-19720	32	9	;	;	PUNCT
fbem-19720	32	10	wang	wang	PROPN
fbem-19720	32	11	et	et	PROPN
fbem-19720	32	12	al	al	PROPN
fbem-19720	32	13	.	.	PROPN
fbem-19720	32	14	,2023	,2023	PUNCT
fbem-19720	32	15	)	)	PUNCT
fbem-19720	32	16	.	.	PUNCT
fbem-19720	33	1	other	other	ADJ
fbem-19720	33	2	information	information	NOUN
fbem-19720	33	3	,	,	PUNCT
fbem-19720	33	4	23	23	NUM
fbem-19720	33	5	indicators	indicator	NOUN
fbem-19720	33	6	are	be	AUX
fbem-19720	33	7	added	add	VERB
fbem-19720	33	8	on	on	ADP
fbem-19720	33	9	the	the	DET
fbem-19720	33	10	basis	basis	NOUN
fbem-19720	33	11	of	of	ADP
fbem-19720	33	12	the	the	DET
fbem-19720	33	13	4	4	NUM
fbem-19720	33	14	indicators	indicator	NOUN
fbem-19720	33	15	of	of	ADP
fbem-19720	33	16	the	the	DET
fbem-19720	33	17	z	z	PROPN
fbem-19720	33	18	model	model	NOUN
fbem-19720	33	19	,	,	PUNCT
fbem-19720	33	20	with	with	ADP
fbem-19720	33	21	a	a	DET
fbem-19720	33	22	total	total	NOUN
fbem-19720	33	23	of	of	ADP
fbem-19720	33	24	27	27	NUM
fbem-19720	33	25	variable	variable	ADJ
fbem-19720	33	26	indicators	indicator	NOUN
fbem-19720	33	27	for	for	ADP
fbem-19720	33	28	exploration	exploration	NOUN
fbem-19720	33	29	and	and	CCONJ
fbem-19720	33	30	validation	validation	NOUN
fbem-19720	33	31	.	.	PUNCT
fbem-19720	34	1	among	among	ADP
fbem-19720	34	2	them	they	PRON
fbem-19720	34	3	,	,	PUNCT
fbem-19720	34	4	x1	x1	PROPN
fbem-19720	34	5	to	to	ADP
fbem-19720	34	6	x6	x6	PROPN
fbem-19720	34	7	indicate	indicate	VERB
fbem-19720	34	8	the	the	DET
fbem-19720	34	9	asset	asset	NOUN
fbem-19720	34	10	liquidity	liquidity	NOUN
fbem-19720	34	11	capacity	capacity	NOUN
fbem-19720	34	12	,	,	PUNCT
fbem-19720	34	13	and	and	CCONJ
fbem-19720	34	14	their	their	PRON
fbem-19720	34	15	indicator	indicator	NOUN
fbem-19720	34	16	expressions	expression	NOUN
fbem-19720	34	17	are	be	AUX
fbem-19720	34	18	(	(	PUNCT
fbem-19720	34	19	current	current	ADJ
fbem-19720	34	20	assets	asset	NOUN
fbem-19720	34	21	current	current	ADJ
fbem-19720	34	22	liabilities)/total	liabilities)/total	ADJ
fbem-19720	34	23	assets	asset	NOUN
fbem-19720	34	24	,	,	PUNCT
fbem-19720	34	25	current	current	ADJ
fbem-19720	34	26	assets	asset	NOUN
fbem-19720	34	27	/	/	SYM
fbem-19720	34	28	current	current	ADJ
fbem-19720	34	29	liabilities	liability	NOUN
fbem-19720	34	30	,	,	PUNCT
fbem-19720	34	31	sales	sale	NOUN
fbem-19720	34	32	revenue	revenue	NOUN
fbem-19720	34	33	/	/	SYM
fbem-19720	34	34	average	average	ADJ
fbem-19720	34	35	accounts	account	NOUN
fbem-19720	34	36	receivable	receivable	ADJ
fbem-19720	34	37	balance	balance	NOUN
fbem-19720	34	38	,	,	PUNCT
fbem-19720	34	39	operating	operate	VERB
fbem-19720	34	40	costs	cost	NOUN
fbem-19720	34	41	/	/	SYM
fbem-19720	34	42	average	average	ADJ
fbem-19720	34	43	inventory	inventory	NOUN
fbem-19720	34	44	,	,	PUNCT
fbem-19720	34	45	operating	operate	VERB
fbem-19720	34	46	income	income	NOUN
fbem-19720	34	47	/	/	SYM
fbem-19720	34	48	average	average	ADJ
fbem-19720	34	49	current	current	ADJ
fbem-19720	34	50	assets	asset	NOUN
fbem-19720	34	51	,	,	PUNCT
fbem-19720	34	52	operating	operate	VERB
fbem-19720	34	53	income	income	NOUN
fbem-19720	34	54	/	/	SYM
fbem-19720	34	55	total	total	ADJ
fbem-19720	34	56	assets	asset	NOUN
fbem-19720	34	57	;	;	PUNCT
fbem-19720	34	58	x7	x7	NOUN
fbem-19720	34	59	to	to	ADP
fbem-19720	34	60	x12	x12	NUM
fbem-19720	34	61	indicate	indicate	VERB
fbem-19720	34	62	the	the	DET
fbem-19720	34	63	cumulative	cumulative	ADJ
fbem-19720	34	64	development	development	NOUN
fbem-19720	34	65	capacity	capacity	NOUN
fbem-19720	34	66	,	,	PUNCT
fbem-19720	34	67	and	and	CCONJ
fbem-19720	34	68	their	their	PRON
fbem-19720	34	69	expressions	expression	NOUN
fbem-19720	34	70	are	be	AUX
fbem-19720	34	71	(	(	PUNCT
fbem-19720	34	72	undistributed	undistributed	ADJ
fbem-19720	34	73	profit	profit	NOUN
fbem-19720	34	74	+	+	CCONJ
fbem-19720	34	75	surplus	surplus	NOUN
fbem-19720	34	76	reserve	reserve	NOUN
fbem-19720	34	77	)	)	PUNCT
fbem-19720	34	78	/total	/total	NOUN
fbem-19720	34	79	assets	asset	NOUN
fbem-19720	34	80	,	,	PUNCT
fbem-19720	34	81	growth	growth	NOUN
fbem-19720	34	82	in	in	ADP
fbem-19720	34	83	total	total	ADJ
fbem-19720	34	84	assets	asset	NOUN
fbem-19720	34	85	for	for	ADP
fbem-19720	34	86	the	the	DET
fbem-19720	34	87	year	year	NOUN
fbem-19720	34	88	/	/	SYM
fbem-19720	34	89	total	total	ADJ
fbem-19720	34	90	assets	asset	NOUN
fbem-19720	34	91	at	at	ADP
fbem-19720	34	92	the	the	DET
fbem-19720	34	93	beginning	beginning	NOUN
fbem-19720	34	94	of	of	ADP
fbem-19720	34	95	the	the	DET
fbem-19720	34	96	year	year	NOUN
fbem-19720	34	97	,	,	PUNCT
fbem-19720	34	98	operating	operate	VERB
fbem-19720	34	99	income	income	NOUN
fbem-19720	34	100	/	/	SYM
fbem-19720	34	101	total	total	ADJ
fbem-19720	34	102	assets	asset	NOUN
fbem-19720	34	103	,	,	PUNCT
fbem-19720	34	104	growth	growth	NOUN
fbem-19720	34	105	in	in	ADP
fbem-19720	34	106	operating	operate	VERB
fbem-19720	34	107	income	income	NOUN
fbem-19720	34	108	for	for	ADP
fbem-19720	34	109	the	the	DET
fbem-19720	34	110	year	year	NOUN
fbem-19720	34	111	/	/	SYM
fbem-19720	34	112	total	total	ADJ
fbem-19720	34	113	operating	operate	VERB
fbem-19720	34	114	income	income	NOUN
fbem-19720	34	115	at	at	ADP
fbem-19720	34	116	the	the	DET
fbem-19720	34	117	beginning	beginning	NOUN
fbem-19720	34	118	of	of	ADP
fbem-19720	34	119	the	the	DET
fbem-19720	34	120	year	year	NOUN
fbem-19720	34	121	,	,	PUNCT
fbem-19720	34	122	growth	growth	NOUN
fbem-19720	34	123	in	in	ADP
fbem-19720	34	124	operating	operate	VERB
fbem-19720	34	125	profit	profit	NOUN
fbem-19720	34	126	for	for	ADP
fbem-19720	34	127	the	the	DET
fbem-19720	34	128	year	year	NOUN
fbem-19720	34	129	/	/	SYM
fbem-19720	34	130	total	total	ADJ
fbem-19720	34	131	operating	operating	NOUN
fbem-19720	34	132	profit	profit	NOUN
fbem-19720	34	133	at	at	ADP
fbem-19720	34	134	the	the	DET
fbem-19720	34	135	beginning	beginning	NOUN
fbem-19720	34	136	of	of	ADP
fbem-19720	34	137	the	the	DET
fbem-19720	34	138	year	year	NOUN
fbem-19720	34	139	,	,	PUNCT
fbem-19720	34	140	and	and	CCONJ
fbem-19720	34	141	growth	growth	NOUN
fbem-19720	34	142	in	in	ADP
fbem-19720	34	143	net	net	ADJ
fbem-19720	34	144	assets	asset	NOUN
fbem-19720	34	145	per	per	ADP
fbem-19720	34	146	share	share	NOUN
fbem-19720	34	147	for	for	ADP
fbem-19720	34	148	the	the	DET
fbem-19720	34	149	year	year	NOUN
fbem-19720	34	150	/	/	SYM
fbem-19720	34	151	net	net	ADJ
fbem-19720	34	152	assets	asset	NOUN
fbem-19720	34	153	per	per	ADP
fbem-19720	34	154	share	share	NOUN
fbem-19720	34	155	at	at	ADP
fbem-19720	34	156	the	the	DET
fbem-19720	34	157	beginning	beginning	NOUN
fbem-19720	34	158	of	of	ADP
fbem-19720	34	159	the	the	DET
fbem-19720	34	160	year	year	NOUN
fbem-19720	34	161	;	;	PUNCT
fbem-19720	34	162	x13	x13	PROPN
fbem-19720	34	163	to	to	ADP
fbem-19720	34	164	x21	x21	PROPN
fbem-19720	34	165	indicates	indicate	VERB
fbem-19720	34	166	profitability	profitability	NOUN
fbem-19720	34	167	,	,	PUNCT
fbem-19720	34	168	with	with	ADP
fbem-19720	34	169	the	the	DET
fbem-19720	34	170	expressions	expression	NOUN
fbem-19720	34	171	of	of	ADP
fbem-19720	34	172	(	(	PUNCT
fbem-19720	34	173	total	total	ADJ
fbem-19720	34	174	profit	profit	NOUN
fbem-19720	34	175	＋interest	＋inter	ADJ
fbem-19720	34	176	expense)/total	expense)/total	ADJ
fbem-19720	34	177	assets	asset	NOUN
fbem-19720	34	178	,	,	PUNCT
fbem-19720	34	179	r&d	r&d	NOUN
fbem-19720	34	180	cost/	cost/	NUM
fbem-19720	34	181	total	total	NOUN
fbem-19720	34	182	expenses*(1	expenses*(1	PUNCT
fbem-19720	34	183	gearing	gear	VERB
fbem-19720	34	184	ratio	ratio	NOUN
fbem-19720	34	185	)	)	PUNCT
fbem-19720	34	186	,	,	PUNCT
fbem-19720	34	187	net	net	ADJ
fbem-19720	34	188	profit	profit	NOUN
fbem-19720	34	189	/	/	SYM
fbem-19720	34	190	average	average	ADJ
fbem-19720	34	191	net	net	ADJ
fbem-19720	34	192	assets	asset	NOUN
fbem-19720	34	193	,	,	PUNCT
fbem-19720	34	194	net	net	ADJ
fbem-19720	34	195	profit	profit	NOUN
fbem-19720	34	196	/	/	SYM
fbem-19720	34	197	average	average	ADJ
fbem-19720	34	198	total	total	ADJ
fbem-19720	34	199	assets	asset	NOUN
fbem-19720	34	200	,	,	PUNCT
fbem-19720	34	201	net	net	ADJ
fbem-19720	34	202	profit	profit	NOUN
fbem-19720	34	203	/	/	SYM
fbem-19720	34	204	sales	sale	NOUN
fbem-19720	34	205	revenue	revenue	NOUN
fbem-19720	34	206	,	,	PUNCT
fbem-19720	34	207	cost	cost	NOUN
fbem-19720	34	208	of	of	ADP
fbem-19720	34	209	sales	sale	NOUN
fbem-19720	34	210	/	/	SYM
fbem-19720	34	211	net	net	ADJ
fbem-19720	34	212	sales	sale	NOUN
fbem-19720	34	213	revenue	revenue	NOUN
fbem-19720	34	214	,	,	PUNCT
fbem-19720	34	215	net	net	ADJ
fbem-19720	34	216	profit	profit	NOUN
fbem-19720	34	217	/	/	SYM
fbem-19720	34	218	total	total	ADJ
fbem-19720	34	219	operating	operate	VERB
fbem-19720	34	220	income	income	NOUN
fbem-19720	34	221	,	,	PUNCT
fbem-19720	34	222	net	net	ADJ
fbem-19720	34	223	cash	cash	NOUN
fbem-19720	34	224	flow	flow	NOUN
fbem-19720	34	225	from	from	ADP
fbem-19720	34	226	operating	operate	VERB
fbem-19720	34	227	activities	activity	NOUN
fbem-19720	34	228	/	/	SYM
fbem-19720	34	229	operating	operate	VERB
fbem-19720	34	230	income	income	NOUN
fbem-19720	34	231	;	;	PUNCT
fbem-19720	34	232	x22	x22	NUM
fbem-19720	34	233	to	to	ADP
fbem-19720	34	234	x27	x27	PROPN
fbem-19720	34	235	indicate	indicate	VERB
fbem-19720	34	236	the	the	DET
fbem-19720	34	237	ability	ability	NOUN
fbem-19720	34	238	to	to	PART
fbem-19720	34	239	withstand	withstand	VERB
fbem-19720	34	240	market	market	NOUN
fbem-19720	34	241	shocks	shock	NOUN
fbem-19720	34	242	,	,	PUNCT
fbem-19720	34	243	expressed	express	VERB
fbem-19720	34	244	as	as	ADP
fbem-19720	34	245	owner	owner	NOUN
fbem-19720	34	246	's	's	PART
fbem-19720	34	247	equity	equity	NOUN
fbem-19720	34	248	/	/	SYM
fbem-19720	34	249	total	total	NOUN
fbem-19720	34	250	liabilities	liability	NOUN
fbem-19720	34	251	,	,	PUNCT
fbem-19720	34	252	total	total	ADJ
fbem-19720	34	253	liabilities	liability	NOUN
fbem-19720	34	254	/	/	SYM
fbem-19720	34	255	total	total	ADJ
fbem-19720	34	256	assets	asset	NOUN
fbem-19720	34	257	,	,	PUNCT
fbem-19720	34	258	current	current	ADJ
fbem-19720	34	259	assets	asset	NOUN
fbem-19720	34	260	/	/	SYM
fbem-19720	34	261	total	total	ADJ
fbem-19720	34	262	assets	asset	NOUN
fbem-19720	34	263	,	,	PUNCT
fbem-19720	34	264	net	net	ADJ
fbem-19720	34	265	operating	operate	VERB
fbem-19720	34	266	cash	cash	NOUN
fbem-19720	34	267	flow	flow	NOUN
fbem-19720	34	268	,	,	PUNCT
fbem-19720	34	269	net	net	ADJ
fbem-19720	34	270	operating	operate	VERB
fbem-19720	34	271	cash	cash	NOUN
fbem-19720	34	272	flow	flow	NOUN
fbem-19720	34	273	,	,	PUNCT
fbem-19720	34	274	net	net	ADJ
fbem-19720	34	275	operating	operate	VERB
fbem-19720	34	276	cash	cash	NOUN
fbem-19720	34	277	flow	flow	NOUN
fbem-19720	34	278	.	.	PUNCT
fbem-19720	35	1	total	total	ADJ
fbem-19720	35	2	assets	asset	NOUN
fbem-19720	35	3	,	,	PUNCT
fbem-19720	35	4	net	net	ADJ
fbem-19720	35	5	cash	cash	NOUN
fbem-19720	35	6	flow	flow	NOUN
fbem-19720	35	7	from	from	ADP
fbem-19720	35	8	operations	operation	NOUN
fbem-19720	35	9	/	/	SYM
fbem-19720	35	10	current	current	ADJ
fbem-19720	35	11	liabilities	liability	NOUN
fbem-19720	35	12	,	,	PUNCT
fbem-19720	35	13	total	total	ADJ
fbem-19720	35	14	assets	asset	NOUN
fbem-19720	35	15	/	/	SYM
fbem-19720	35	16	total	total	ADJ
fbem-19720	35	17	shareholders	shareholder	NOUN
fbem-19720	35	18	'	'	PART
fbem-19720	35	19	equity	equity	NOUN
fbem-19720	35	20	,	,	PUNCT
fbem-19720	35	21	and	and	CCONJ
fbem-19720	35	22	current	current	ADJ
fbem-19720	35	23	liabilities	liability	NOUN
fbem-19720	35	24	/	/	SYM
fbem-19720	35	25	total	total	ADJ
fbem-19720	35	26	liabilities	liability	NOUN
fbem-19720	35	27	.	.	PUNCT
fbem-19720	36	1	since	since	SCONJ
fbem-19720	36	2	the	the	DET
fbem-19720	36	3	z	z	NOUN
fbem-19720	36	4	model	model	NOUN
fbem-19720	36	5	adopts	adopt	VERB
fbem-19720	36	6	fisher	fisher	PROPN
fbem-19720	36	7	's	's	PART
fbem-19720	36	8	discriminant	discriminant	ADJ
fbem-19720	36	9	method	method	NOUN
fbem-19720	36	10	,	,	PUNCT
fbem-19720	36	11	and	and	CCONJ
fbem-19720	36	12	the	the	DET
fbem-19720	36	13	premise	premise	NOUN
fbem-19720	36	14	of	of	ADP
fbem-19720	36	15	fisher	fisher	PROPN
fbem-19720	36	16	's	's	PART
fbem-19720	36	17	discriminant	discriminant	ADJ
fbem-19720	36	18	method	method	NOUN
fbem-19720	36	19	is	be	AUX
fbem-19720	36	20	that	that	SCONJ
fbem-19720	36	21	the	the	DET
fbem-19720	36	22	data	datum	NOUN
fbem-19720	36	23	need	need	VERB
fbem-19720	36	24	to	to	PART
fbem-19720	36	25	satisfy	satisfy	VERB
fbem-19720	36	26	the	the	DET
fbem-19720	36	27	normality	normality	NOUN
fbem-19720	36	28	test	test	NOUN
fbem-19720	36	29	,	,	PUNCT
fbem-19720	36	30	so	so	CCONJ
fbem-19720	36	31	before	before	ADP
fbem-19720	36	32	validating	validate	VERB
fbem-19720	36	33	the	the	DET
fbem-19720	36	34	modified	modify	VERB
fbem-19720	36	35	model	model	NOUN
fbem-19720	36	36	,	,	PUNCT
fbem-19720	36	37	we	we	PRON
fbem-19720	36	38	need	need	VERB
fbem-19720	36	39	to	to	PART
fbem-19720	36	40	test	test	VERB
fbem-19720	36	41	the	the	DET
fbem-19720	36	42	normality	normality	NOUN
fbem-19720	36	43	of	of	ADP
fbem-19720	36	44	each	each	DET
fbem-19720	36	45	variable	variable	ADJ
fbem-19720	36	46	index	index	NOUN
fbem-19720	36	47	.	.	PUNCT
fbem-19720	37	1	the	the	DET
fbem-19720	37	2	results	result	NOUN
fbem-19720	37	3	of	of	ADP
fbem-19720	37	4	k	k	PROPN
fbem-19720	37	5	-	-	PUNCT
fbem-19720	37	6	s	s	PROPN
fbem-19720	37	7	normality	normality	NOUN
fbem-19720	37	8	test	test	NOUN
fbem-19720	37	9	of	of	ADP
fbem-19720	37	10	each	each	DET
fbem-19720	37	11	variable	variable	ADJ
fbem-19720	37	12	indicator	indicator	NOUN
fbem-19720	37	13	show	show	VERB
fbem-19720	37	14	that	that	SCONJ
fbem-19720	37	15	the	the	DET
fbem-19720	37	16	significance	significance	NOUN
fbem-19720	37	17	of	of	ADP
fbem-19720	37	18	each	each	PRON
fbem-19720	37	19	of	of	ADP
fbem-19720	37	20	x1	x1	PROPN
fbem-19720	37	21	,	,	PUNCT
fbem-19720	37	22	x10	x10	PROPN
fbem-19720	37	23	,	,	PUNCT
fbem-19720	37	24	x14	x14	PROPN
fbem-19720	37	25	,	,	PUNCT
fbem-19720	37	26	x18	x18	NOUN
fbem-19720	37	27	,	,	PUNCT
fbem-19720	37	28	x19	x19	NOUN
fbem-19720	37	29	,	,	PUNCT
fbem-19720	37	30	x21	x21	PROPN
fbem-19720	37	31	,	,	PUNCT
fbem-19720	37	32	x24	x24	PROPN
fbem-19720	37	33	is	be	AUX
fbem-19720	37	34	>	>	X
fbem-19720	37	35	0.05	0.05	NUM
fbem-19720	37	36	,	,	PUNCT
fbem-19720	37	37	the	the	DET
fbem-19720	37	38	normality	normality	NOUN
fbem-19720	37	39	test	test	NOUN
fbem-19720	37	40	meets	meet	VERB
fbem-19720	37	41	the	the	DET
fbem-19720	37	42	requirements	requirement	NOUN
fbem-19720	37	43	,	,	PUNCT
fbem-19720	37	44	and	and	CCONJ
fbem-19720	37	45	it	it	PRON
fbem-19720	37	46	can	can	AUX
fbem-19720	37	47	be	be	AUX
fbem-19720	37	48	used	use	VERB
fbem-19720	37	49	to	to	PART
fbem-19720	37	50	construct	construct	VERB
fbem-19720	37	51	a	a	DET
fbem-19720	37	52	new	new	ADJ
fbem-19720	37	53	financial	financial	ADJ
fbem-19720	37	54	risk	risk	NOUN
fbem-19720	37	55	early	early	ADJ
fbem-19720	37	56	warning	warning	NOUN
fbem-19720	37	57	model	model	NOUN
fbem-19720	37	58	.	.	PUNCT
fbem-19720	38	1	the	the	DET
fbem-19720	38	2	rest	rest	NOUN
fbem-19720	38	3	of	of	ADP
fbem-19720	38	4	the	the	DET
fbem-19720	38	5	significance	significance	NOUN
fbem-19720	38	6	are	be	AUX
fbem-19720	38	7	<	<	X
fbem-19720	38	8	0.05	0.05	NUM
fbem-19720	38	9	,	,	PUNCT
fbem-19720	38	10	and	and	CCONJ
fbem-19720	38	11	will	will	AUX
fbem-19720	38	12	not	not	PART
fbem-19720	38	13	be	be	AUX
fbem-19720	38	14	considered	consider	VERB
fbem-19720	38	15	in	in	ADP
fbem-19720	38	16	the	the	DET
fbem-19720	38	17	construction	construction	NOUN
fbem-19720	38	18	of	of	ADP
fbem-19720	38	19	financial	financial	ADJ
fbem-19720	38	20	risk	risk	NOUN
fbem-19720	38	21	early	early	ADJ
fbem-19720	38	22	warning	warning	NOUN
fbem-19720	38	23	model	model	NOUN
fbem-19720	38	24	.	.	PUNCT
fbem-19720	39	1	3.4	3.4	NUM
fbem-19720	39	2	.	.	PUNCT
fbem-19720	40	1	z	z	X
fbem-19720	40	2	-	-	PUNCT
fbem-19720	40	3	score	score	NOUN
fbem-19720	40	4	model	model	NOUN
fbem-19720	40	5	construction	construction	NOUN
fbem-19720	40	6	in	in	ADP
fbem-19720	40	7	the	the	DET
fbem-19720	40	8	z	z	NOUN
fbem-19720	40	9	-	-	PUNCT
fbem-19720	40	10	score	score	NOUN
fbem-19720	40	11	model	model	NOUN
fbem-19720	40	12	formula	formula	NOUN
fbem-19720	41	1	,	,	PUNCT
fbem-19720	41	2	only	only	ADV
fbem-19720	41	3	one	one	NUM
fbem-19720	41	4	indicator	indicator	NOUN
fbem-19720	41	5	is	be	AUX
fbem-19720	41	6	selected	select	VERB
fbem-19720	41	7	as	as	ADP
fbem-19720	41	8	an	an	DET
fbem-19720	41	9	explanatory	explanatory	ADJ
fbem-19720	41	10	variable	variable	NOUN
fbem-19720	41	11	for	for	ADP
fbem-19720	41	12	each	each	DET
fbem-19720	41	13	capability	capability	NOUN
fbem-19720	41	14	.	.	PUNCT
fbem-19720	42	1	among	among	ADP
fbem-19720	42	2	the	the	DET
fbem-19720	42	3	selected	select	VERB
fbem-19720	42	4	variable	variable	ADJ
fbem-19720	42	5	indicators	indicator	NOUN
fbem-19720	42	6	,	,	PUNCT
fbem-19720	42	7	x1	x1	PROPN
fbem-19720	42	8	,	,	PUNCT
fbem-19720	42	9	x10	x10	PROPN
fbem-19720	42	10	,	,	PUNCT
fbem-19720	42	11	x14	x14	PROPN
fbem-19720	42	12	,	,	PUNCT
fbem-19720	42	13	x18	x18	NOUN
fbem-19720	42	14	,	,	PUNCT
fbem-19720	42	15	x19	x19	NOUN
fbem-19720	42	16	,	,	PUNCT
fbem-19720	42	17	x21	x21	PROPN
fbem-19720	42	18	,	,	PUNCT
fbem-19720	42	19	and	and	CCONJ
fbem-19720	42	20	x24	x24	PROPN
fbem-19720	42	21	represent	represent	VERB
fbem-19720	42	22	each	each	DET
fbem-19720	42	23	ability	ability	NOUN
fbem-19720	42	24	.	.	PUNCT
fbem-19720	43	1	the	the	DET
fbem-19720	43	2	four	four	NUM
fbem-19720	43	3	variable	variable	ADJ
fbem-19720	43	4	indicators	indicator	NOUN
fbem-19720	43	5	of	of	ADP
fbem-19720	43	6	profitability	profitability	NOUN
fbem-19720	43	7	were	be	AUX
fbem-19720	43	8	combined	combine	VERB
fbem-19720	43	9	with	with	ADP
fbem-19720	43	10	the	the	DET
fbem-19720	43	11	rest	rest	NOUN
fbem-19720	43	12	of	of	ADP
fbem-19720	43	13	the	the	DET
fbem-19720	43	14	capability	capability	NOUN
fbem-19720	43	15	indicators	indicator	NOUN
fbem-19720	43	16	respectively	respectively	ADV
fbem-19720	43	17	,	,	PUNCT
fbem-19720	43	18	and	and	CCONJ
fbem-19720	43	19	there	there	PRON
fbem-19720	43	20	were	be	VERB
fbem-19720	43	21	four	four	NUM
fbem-19720	43	22	combination	combination	NOUN
fbem-19720	43	23	programs	program	NOUN
fbem-19720	43	24	.	.	PUNCT
fbem-19720	44	1	in	in	ADP
fbem-19720	44	2	order	order	NOUN
fbem-19720	44	3	to	to	PART
fbem-19720	44	4	test	test	VERB
fbem-19720	44	5	whether	whether	SCONJ
fbem-19720	44	6	each	each	DET
fbem-19720	44	7	program	program	NOUN
fbem-19720	44	8	is	be	AUX
fbem-19720	44	9	suitable	suitable	ADJ
fbem-19720	44	10	for	for	ADP
fbem-19720	44	11	discriminant	discriminant	ADJ
fbem-19720	44	12	analysis	analysis	NOUN
fbem-19720	44	13	,	,	PUNCT
fbem-19720	44	14	wilke	wilke	PROPN
fbem-19720	44	15	lambda	lambda	PROPN
fbem-19720	44	16	test	test	NOUN
fbem-19720	44	17	is	be	AUX
fbem-19720	44	18	conducted	conduct	VERB
fbem-19720	44	19	respectively	respectively	ADV
fbem-19720	44	20	,	,	PUNCT
fbem-19720	44	21	and	and	CCONJ
fbem-19720	44	22	the	the	DET
fbem-19720	44	23	test	test	NOUN
fbem-19720	44	24	results	result	NOUN
fbem-19720	44	25	are	be	AUX
fbem-19720	44	26	shown	show	VERB
fbem-19720	44	27	in	in	ADP
fbem-19720	44	28	table	table	NOUN
fbem-19720	44	29	1	1	NUM
fbem-19720	44	30	.	.	PUNCT
fbem-19720	44	31	table	table	NOUN
fbem-19720	44	32	1	1	NUM
fbem-19720	44	33	.	.	PUNCT
fbem-19720	45	1	summary	summary	NOUN
fbem-19720	45	2	of	of	ADP
fbem-19720	45	3	wilke	wilke	PROPN
fbem-19720	45	4	lambda	lambda	PROPN
fbem-19720	45	5	test	test	NOUN
fbem-19720	45	6	results	result	NOUN
fbem-19720	45	7	for	for	ADP
fbem-19720	45	8	each	each	DET
fbem-19720	45	9	scenario	scenario	NOUN
fbem-19720	45	10	programs	program	NOUN
fbem-19720	45	11	combination	combination	NOUN
fbem-19720	45	12	of	of	ADP
fbem-19720	45	13	variable	variable	ADJ
fbem-19720	45	14	indicators	indicator	NOUN
fbem-19720	45	15	wilke	wilke	PROPN
fbem-19720	46	1	lambda	lambda	PROPN
fbem-19720	46	2	chi	chi	ADJ
fbem-19720	46	3	-	-	PUNCT
fbem-19720	46	4	square	square	ADJ
fbem-19720	46	5	significance	significance	NOUN
fbem-19720	46	6	program1	program1	PROPN
fbem-19720	47	1	x1、x10、x14、x24	x1、x10、x14、x24	ADJ
fbem-19720	47	2	0.613	0.613	NUM
fbem-19720	47	3	7.825	7.825	NUM
fbem-19720	47	4	0.098	0.098	NUM
fbem-19720	47	5	program2	program2	NOUN
fbem-19720	47	6	x1、x10、x18、x24	x1、x10、x18、x24	PROPN
fbem-19720	47	7	0.399	0.399	NUM
fbem-19720	47	8	14.708	14.708	NUM
fbem-19720	47	9	0.005	0.005	NUM
fbem-19720	47	10	program3	program3	NOUN
fbem-19720	47	11	x1、x10、x19、x24	x1、x10、x19、x24	ADJ
fbem-19720	47	12	0.381	0.381	NUM
fbem-19720	47	13	15.458	15.458	NUM
fbem-19720	47	14	0.004	0.004	NUM
fbem-19720	48	1	program4	program4	NOUN
fbem-19720	48	2	x1、x10、x21、x24	x1、x10、x21、x24	NOUN
fbem-19720	48	3	0.54	0.54	NUM
fbem-19720	48	4	9.86	9.86	NUM
fbem-19720	48	5	0.043	0.043	NUM
fbem-19720	48	6	from	from	ADP
fbem-19720	48	7	table	table	NOUN
fbem-19720	48	8	1	1	NUM
fbem-19720	48	9	,	,	PUNCT
fbem-19720	48	10	we	we	PRON
fbem-19720	48	11	know	know	VERB
fbem-19720	48	12	that	that	SCONJ
fbem-19720	48	13	the	the	DET
fbem-19720	48	14	significance	significance	NOUN
fbem-19720	48	15	of	of	ADP
fbem-19720	48	16	program1	program1	PROPN
fbem-19720	48	17	is	be	AUX
fbem-19720	48	18	more	more	ADJ
fbem-19720	48	19	than	than	ADP
fbem-19720	48	20	0.05	0.05	NUM
fbem-19720	48	21	,	,	PUNCT
fbem-19720	48	22	which	which	PRON
fbem-19720	48	23	is	be	AUX
fbem-19720	48	24	invalid	invalid	ADJ
fbem-19720	48	25	,	,	PUNCT
fbem-19720	48	26	so	so	SCONJ
fbem-19720	48	27	the	the	DET
fbem-19720	48	28	discriminant	discriminant	ADJ
fbem-19720	48	29	analysis	analysis	NOUN
fbem-19720	48	30	will	will	AUX
fbem-19720	48	31	not	not	PART
fbem-19720	48	32	consider	consider	VERB
fbem-19720	48	33	its	its	PRON
fbem-19720	48	34	correctness	correctness	NOUN
fbem-19720	48	35	of	of	ADP
fbem-19720	48	36	discrimination	discrimination	NOUN
fbem-19720	48	37	.	.	PUNCT
fbem-19720	49	1	the	the	DET
fbem-19720	49	2	significance	significance	NOUN
fbem-19720	49	3	of	of	ADP
fbem-19720	49	4	the	the	DET
fbem-19720	49	5	remaining	remain	VERB
fbem-19720	49	6	programs	program	NOUN
fbem-19720	49	7	is	be	AUX
fbem-19720	49	8	less	less	ADJ
fbem-19720	49	9	than	than	ADP
fbem-19720	49	10	0.05	0.05	NUM
fbem-19720	49	11	,	,	PUNCT
fbem-19720	49	12	indicating	indicate	VERB
fbem-19720	49	13	the	the	DET
fbem-19720	49	14	programs	program	NOUN
fbem-19720	49	15	are	be	AUX
fbem-19720	49	16	valid	valid	ADJ
fbem-19720	49	17	.	.	PUNCT
fbem-19720	50	1	summarizing	summarize	VERB
fbem-19720	50	2	the	the	DET
fbem-19720	50	3	coefficients	coefficient	NOUN
fbem-19720	50	4	of	of	ADP
fbem-19720	50	5	the	the	DET
fbem-19720	50	6	canonical	canonical	ADJ
fbem-19720	50	7	discriminant	discriminant	NOUN
fbem-19720	50	8	function	function	NOUN
fbem-19720	50	9	for	for	ADP
fbem-19720	50	10	each	each	DET
fbem-19720	50	11	scheme	scheme	NOUN
fbem-19720	50	12	yields	yield	NOUN
fbem-19720	50	13	the	the	DET
fbem-19720	50	14	discriminant	discriminant	ADJ
fbem-19720	50	15	expressions	expression	NOUN
fbem-19720	50	16	for	for	ADP
fbem-19720	50	17	the	the	DET
fbem-19720	50	18	z1	z1	PROPN
fbem-19720	50	19	,	,	PUNCT
fbem-19720	50	20	z2	z2	PROPN
fbem-19720	50	21	,	,	PUNCT
fbem-19720	50	22	and	and	CCONJ
fbem-19720	50	23	z3	z3	PROPN
fbem-19720	50	24	models	model	NOUN
fbem-19720	50	25	as	as	SCONJ
fbem-19720	50	26	shown	show	VERB
fbem-19720	50	27	in	in	ADP
fbem-19720	50	28	table	table	NOUN
fbem-19720	50	29	2	2	NUM
fbem-19720	50	30	.	.	PUNCT
fbem-19720	50	31	table	table	NOUN
fbem-19720	50	32	2	2	NUM
fbem-19720	50	33	.	.	PUNCT
fbem-19720	50	34	discriminant	discriminant	ADJ
fbem-19720	50	35	expressions	expression	NOUN
fbem-19720	50	36	programs	program	NOUN
fbem-19720	50	37	discriminant	discriminant	VERB
fbem-19720	50	38	expression	expression	NOUN
fbem-19720	50	39	program2	program2	NOUN
fbem-19720	51	1	z1=-2.41x1	z1=-2.41x1	NUM
fbem-19720	51	2	+	+	PROPN
fbem-19720	51	3	2.024x10	2.024x10	NUM
fbem-19720	51	4	+	+	NOUN
fbem-19720	51	5	3.172x18	3.172x18	NUM
fbem-19720	51	6	+	+	SYM
fbem-19720	51	7	4.104x24	4.104x24	NUM
fbem-19720	51	8	program3	program3	NOUN
fbem-19720	51	9	z2=2.411x1	z2=2.411x1	PROPN
fbem-19720	51	10	-	-	PUNCT
fbem-19720	51	11	1.63x10	1.63x10	NUM
fbem-19720	51	12	+	+	NOUN
fbem-19720	51	13	3.489x21	3.489x21	NUM
fbem-19720	51	14	-	-	SYM
fbem-19720	51	15	4.042x24	4.042x24	NUM
fbem-19720	51	16	program4	program4	NOUN
fbem-19720	51	17	z3=2.848x1	z3=2.848x1	PROPN
fbem-19720	51	18	-	-	PROPN
fbem-19720	51	19	2.381x10	2.381x10	NUM
fbem-19720	51	20	+	+	NOUN
fbem-19720	51	21	2.18x21	2.18x21	NUM
fbem-19720	51	22	-	-	SYM
fbem-19720	51	23	3.274x24	3.274x24	NUM
fbem-19720	51	24	178	178	NUM
fbem-19720	51	25	in	in	ADP
fbem-19720	51	26	order	order	NOUN
fbem-19720	51	27	to	to	PART
fbem-19720	51	28	preliminarily	preliminarily	ADV
fbem-19720	51	29	screen	screen	VERB
fbem-19720	51	30	to	to	PART
fbem-19720	51	31	get	get	VERB
fbem-19720	51	32	the	the	DET
fbem-19720	51	33	most	most	ADV
fbem-19720	51	34	accurate	accurate	ADJ
fbem-19720	51	35	financial	financial	ADJ
fbem-19720	51	36	risk	risk	NOUN
fbem-19720	51	37	early	early	ADJ
fbem-19720	51	38	warning	warning	NOUN
fbem-19720	51	39	model	model	NOUN
fbem-19720	51	40	,	,	PUNCT
fbem-19720	51	41	the	the	DET
fbem-19720	51	42	results	result	NOUN
fbem-19720	51	43	of	of	ADP
fbem-19720	51	44	actual	actual	ADJ
fbem-19720	51	45	types	type	NOUN
fbem-19720	51	46	and	and	CCONJ
fbem-19720	51	47	predicted	predict	VERB
fbem-19720	51	48	discriminant	discriminant	ADJ
fbem-19720	51	49	types	type	NOUN
fbem-19720	51	50	of	of	ADP
fbem-19720	51	51	program2	program2	NOUN
fbem-19720	51	52	,	,	PUNCT
fbem-19720	51	53	program3	program3	NOUN
fbem-19720	51	54	andprogram4	andprogram4	NOUN
fbem-19720	51	55	are	be	AUX
fbem-19720	51	56	shown	show	VERB
fbem-19720	51	57	in	in	ADP
fbem-19720	51	58	table	table	NOUN
fbem-19720	51	59	3	3	NUM
fbem-19720	51	60	.	.	PUNCT
fbem-19720	51	61	table	table	NOUN
fbem-19720	51	62	3	3	NUM
fbem-19720	51	63	.	.	PUNCT
fbem-19720	51	64	table	table	NOUN
fbem-19720	51	65	of	of	ADP
fbem-19720	51	66	actual	actual	ADJ
fbem-19720	51	67	and	and	CCONJ
fbem-19720	51	68	projected	project	VERB
fbem-19720	51	69	types	type	NOUN
fbem-19720	51	70	actual	actual	ADJ
fbem-19720	51	71	type	type	NOUN
fbem-19720	51	72	program2	program2	NOUN
fbem-19720	51	73	forecast	forecast	NOUN
fbem-19720	51	74	type	type	NOUN
fbem-19720	51	75	program3	program3	NOUN
fbem-19720	51	76	forecast	forecast	NOUN
fbem-19720	51	77	type	type	NOUN
fbem-19720	51	78	program4	program4	NOUN
fbem-19720	51	79	forecast	forecast	NOUN
fbem-19720	51	80	type	type	NOUN
fbem-19720	51	81	1	1	NUM
fbem-19720	51	82	2	2	NUM
fbem-19720	51	83	1	1	NUM
fbem-19720	51	84	2	2	NUM
fbem-19720	51	85	1	1	NUM
fbem-19720	51	86	2	2	NUM
fbem-19720	51	87	count	count	NOUN
fbem-19720	51	88	1	1	NUM
fbem-19720	51	89	35	35	NUM
fbem-19720	51	90	1	1	NUM
fbem-19720	51	91	35	35	NUM
fbem-19720	51	92	1	1	NUM
fbem-19720	51	93	35	35	NUM
fbem-19720	51	94	1	1	NUM
fbem-19720	51	95	2	2	NUM
fbem-19720	51	96	3	3	NUM
fbem-19720	51	97	2	2	NUM
fbem-19720	51	98	3	3	NUM
fbem-19720	51	99	2	2	NUM
fbem-19720	51	100	4	4	NUM
fbem-19720	51	101	1	1	NUM
fbem-19720	51	102	%	%	NOUN
fbem-19720	51	103	1	1	NUM
fbem-19720	51	104	97.2	97.2	NUM
fbem-19720	51	105	2.8	2.8	NUM
fbem-19720	51	106	97.2	97.2	NUM
fbem-19720	51	107	2.8	2.8	NUM
fbem-19720	51	108	97.2	97.2	NUM
fbem-19720	51	109	2.8	2.8	NUM
fbem-19720	51	110	2	2	NUM
fbem-19720	51	111	60	60	NUM
fbem-19720	51	112	40	40	NUM
fbem-19720	51	113	60	60	NUM
fbem-19720	51	114	40	40	NUM
fbem-19720	51	115	80	80	NUM
fbem-19720	51	116	20	20	NUM
fbem-19720	51	117	according	accord	VERB
fbem-19720	51	118	to	to	ADP
fbem-19720	51	119	table	table	NOUN
fbem-19720	51	120	3	3	NUM
fbem-19720	51	121	.	.	PUNCT
fbem-19720	52	1	the	the	DET
fbem-19720	52	2	number	number	NOUN
fbem-19720	52	3	of	of	ADP
fbem-19720	52	4	actual	actual	ADJ
fbem-19720	52	5	type	type	NOUN
fbem-19720	52	6	1	1	NUM
fbem-19720	52	7	in	in	ADP
fbem-19720	52	8	program	program	NOUN
fbem-19720	52	9	2	2	NUM
fbem-19720	52	10	is	be	AUX
fbem-19720	52	11	36	36	NUM
fbem-19720	52	12	,	,	PUNCT
fbem-19720	52	13	the	the	DET
fbem-19720	52	14	number	number	NOUN
fbem-19720	52	15	of	of	ADP
fbem-19720	52	16	predicted	predict	VERB
fbem-19720	52	17	type	type	NOUN
fbem-19720	52	18	1	1	NUM
fbem-19720	52	19	is	be	AUX
fbem-19720	52	20	35	35	NUM
fbem-19720	52	21	,	,	PUNCT
fbem-19720	52	22	and	and	CCONJ
fbem-19720	52	23	the	the	DET
fbem-19720	52	24	rate	rate	NOUN
fbem-19720	52	25	of	of	ADP
fbem-19720	52	26	correct	correct	ADJ
fbem-19720	52	27	discrimination	discrimination	NOUN
fbem-19720	52	28	is	be	AUX
fbem-19720	52	29	97.2	97.2	NUM
fbem-19720	52	30	%	%	NOUN
fbem-19720	52	31	;	;	PUNCT
fbem-19720	52	32	the	the	DET
fbem-19720	52	33	number	number	NOUN
fbem-19720	52	34	of	of	ADP
fbem-19720	52	35	actual	actual	ADJ
fbem-19720	52	36	type	type	NOUN
fbem-19720	52	37	2	2	NUM
fbem-19720	52	38	is	be	AUX
fbem-19720	52	39	5	5	NUM
fbem-19720	52	40	,	,	PUNCT
fbem-19720	52	41	and	and	CCONJ
fbem-19720	52	42	the	the	DET
fbem-19720	52	43	number	number	NOUN
fbem-19720	52	44	of	of	ADP
fbem-19720	52	45	predicted	predict	VERB
fbem-19720	52	46	type	type	NOUN
fbem-19720	52	47	2	2	NUM
fbem-19720	52	48	is	be	AUX
fbem-19720	52	49	2	2	NUM
fbem-19720	52	50	,	,	PUNCT
fbem-19720	52	51	and	and	CCONJ
fbem-19720	52	52	the	the	DET
fbem-19720	52	53	rate	rate	NOUN
fbem-19720	52	54	of	of	ADP
fbem-19720	52	55	correct	correct	ADJ
fbem-19720	52	56	discrimination	discrimination	NOUN
fbem-19720	52	57	is	be	AUX
fbem-19720	52	58	40	40	NUM
fbem-19720	52	59	%	%	NOUN
fbem-19720	52	60	;	;	PUNCT
fbem-19720	52	61	and	and	CCONJ
fbem-19720	52	62	the	the	DET
fbem-19720	52	63	overall	overall	ADJ
fbem-19720	52	64	rate	rate	NOUN
fbem-19720	52	65	of	of	ADP
fbem-19720	52	66	correct	correct	ADJ
fbem-19720	52	67	prediction	prediction	NOUN
fbem-19720	52	68	in	in	ADP
fbem-19720	52	69	program	program	NOUN
fbem-19720	52	70	2	2	NUM
fbem-19720	52	71	is	be	AUX
fbem-19720	52	72	90.2	90.2	NUM
fbem-19720	52	73	%	%	NOUN
fbem-19720	52	74	.	.	PUNCT
fbem-19720	53	1	the	the	DET
fbem-19720	53	2	overall	overall	ADJ
fbem-19720	53	3	prediction	prediction	NOUN
fbem-19720	53	4	rate	rate	NOUN
fbem-19720	53	5	is	be	AUX
fbem-19720	53	6	90.2	90.2	NUM
fbem-19720	53	7	%	%	NOUN
fbem-19720	53	8	.	.	PUNCT
fbem-19720	54	1	the	the	DET
fbem-19720	54	2	same	same	ADJ
fbem-19720	54	3	analysis	analysis	NOUN
fbem-19720	54	4	can	can	AUX
fbem-19720	54	5	be	be	AUX
fbem-19720	54	6	obtained	obtain	VERB
fbem-19720	54	7	program3	program3	NOUN
fbem-19720	54	8	,	,	PUNCT
fbem-19720	54	9	scheme	scheme	VERB
fbem-19720	54	10	four	four	NUM
fbem-19720	54	11	overall	overall	ADJ
fbem-19720	54	12	correct	correct	ADJ
fbem-19720	54	13	prediction	prediction	NOUN
fbem-19720	54	14	rate	rate	NOUN
fbem-19720	54	15	of	of	ADP
fbem-19720	54	16	90.2	90.2	NUM
fbem-19720	54	17	%	%	NOUN
fbem-19720	54	18	,	,	PUNCT
fbem-19720	54	19	87.8	87.8	NUM
fbem-19720	54	20	%	%	NOUN
fbem-19720	54	21	.	.	PUNCT
fbem-19720	55	1	since	since	SCONJ
fbem-19720	55	2	the	the	DET
fbem-19720	55	3	overall	overall	ADJ
fbem-19720	55	4	prediction	prediction	NOUN
fbem-19720	55	5	rate	rate	NOUN
fbem-19720	55	6	of	of	ADP
fbem-19720	55	7	program2	program2	NOUN
fbem-19720	55	8	and	and	CCONJ
fbem-19720	55	9	program3	program3	NOUN
fbem-19720	55	10	is	be	AUX
fbem-19720	55	11	higher	high	ADJ
fbem-19720	55	12	than	than	ADP
fbem-19720	55	13	that	that	PRON
fbem-19720	55	14	of	of	ADP
fbem-19720	55	15	program4	program4	PROPN
fbem-19720	55	16	,	,	PUNCT
fbem-19720	55	17	the	the	DET
fbem-19720	55	18	z1	z1	ADJ
fbem-19720	55	19	model	model	NOUN
fbem-19720	55	20	of	of	ADP
fbem-19720	55	21	program2	program2	NOUN
fbem-19720	55	22	and	and	CCONJ
fbem-19720	55	23	the	the	DET
fbem-19720	55	24	z2	z2	PROPN
fbem-19720	55	25	model	model	NOUN
fbem-19720	55	26	of	of	ADP
fbem-19720	55	27	program3	program3	NOUN
fbem-19720	55	28	have	have	VERB
fbem-19720	55	29	the	the	DET
fbem-19720	55	30	best	good	ADJ
fbem-19720	55	31	discriminative	discriminative	NOUN
fbem-19720	55	32	effect	effect	NOUN
fbem-19720	55	33	.	.	PUNCT
fbem-19720	56	1	3.5	3.5	NUM
fbem-19720	56	2	.	.	PUNCT
fbem-19720	57	1	z	z	X
fbem-19720	57	2	-	-	PUNCT
fbem-19720	57	3	score	score	NOUN
fbem-19720	57	4	model	model	NOUN
fbem-19720	57	5	test	test	NOUN
fbem-19720	57	6	z	z	NOUN
fbem-19720	57	7	-	-	PUNCT
fbem-19720	57	8	score	score	NOUN
fbem-19720	57	9	model	model	NOUN
fbem-19720	57	10	test	test	NOUN
fbem-19720	57	11	is	be	AUX
fbem-19720	57	12	based	base	VERB
fbem-19720	57	13	on	on	ADP
fbem-19720	57	14	the	the	DET
fbem-19720	57	15	initial	initial	ADJ
fbem-19720	57	16	screening	screening	NOUN
fbem-19720	57	17	,	,	PUNCT
fbem-19720	57	18	the	the	DET
fbem-19720	57	19	second	second	ADJ
fbem-19720	57	20	set	set	NOUN
fbem-19720	57	21	of	of	ADP
fbem-19720	57	22	financial	financial	ADJ
fbem-19720	57	23	data	datum	NOUN
fbem-19720	57	24	as	as	ADP
fbem-19720	57	25	a	a	DET
fbem-19720	57	26	test	test	NOUN
fbem-19720	57	27	,	,	PUNCT
fbem-19720	57	28	brought	bring	VERB
fbem-19720	57	29	into	into	ADP
fbem-19720	57	30	the	the	DET
fbem-19720	57	31	program2,program3	program2,program3	NOUN
fbem-19720	57	32	,	,	PUNCT
fbem-19720	57	33	program4	program4	NOUN
fbem-19720	57	34	discriminant	discriminant	NOUN
fbem-19720	57	35	,	,	PUNCT
fbem-19720	57	36	and	and	CCONJ
fbem-19720	57	37	then	then	ADV
fbem-19720	57	38	come	come	VERB
fbem-19720	57	39	up	up	ADP
fbem-19720	57	40	with	with	ADP
fbem-19720	57	41	the	the	DET
fbem-19720	57	42	highest	high	ADJ
fbem-19720	57	43	rate	rate	NOUN
fbem-19720	57	44	of	of	ADP
fbem-19720	57	45	discriminatory	discriminatory	ADJ
fbem-19720	57	46	correctness	correctness	NOUN
fbem-19720	57	47	of	of	ADP
fbem-19720	57	48	the	the	DET
fbem-19720	57	49	financial	financial	ADJ
fbem-19720	57	50	risk	risk	NOUN
fbem-19720	57	51	early	early	ADJ
fbem-19720	57	52	warning	warning	NOUN
fbem-19720	57	53	model	model	NOUN
fbem-19720	57	54	.	.	PUNCT
fbem-19720	58	1	the	the	DET
fbem-19720	58	2	second	second	ADJ
fbem-19720	58	3	set	set	NOUN
fbem-19720	58	4	of	of	ADP
fbem-19720	58	5	data	datum	NOUN
fbem-19720	58	6	were	be	AUX
fbem-19720	58	7	brought	bring	VERB
fbem-19720	58	8	into	into	ADP
fbem-19720	58	9	z1	z1	PROPN
fbem-19720	58	10	,	,	PUNCT
fbem-19720	58	11	z2	z2	PROPN
fbem-19720	58	12	,	,	PUNCT
fbem-19720	58	13	z3	z3	PROPN
fbem-19720	58	14	,	,	PUNCT
fbem-19720	58	15	the	the	DET
fbem-19720	58	16	calculation	calculation	NOUN
fbem-19720	58	17	results	result	NOUN
fbem-19720	58	18	can	can	AUX
fbem-19720	58	19	be	be	AUX
fbem-19720	58	20	obtained	obtain	VERB
fbem-19720	58	21	scheme	scheme	NOUN
fbem-19720	58	22	two	two	NUM
fbem-19720	58	23	and	and	CCONJ
fbem-19720	58	24	scheme	scheme	VERB
fbem-19720	58	25	four	four	NUM
fbem-19720	58	26	discriminate	discriminate	VERB
fbem-19720	58	27	the	the	DET
fbem-19720	58	28	highest	high	ADJ
fbem-19720	58	29	correct	correct	ADJ
fbem-19720	58	30	rate	rate	NOUN
fbem-19720	58	31	,	,	PUNCT
fbem-19720	58	32	scheme	scheme	VERB
fbem-19720	58	33	two	two	NUM
fbem-19720	58	34	z1	z1	ADJ
fbem-19720	58	35	model	model	NOUN
fbem-19720	58	36	and	and	CCONJ
fbem-19720	58	37	scheme	scheme	VERB
fbem-19720	58	38	four	four	NUM
fbem-19720	58	39	z3	z3	PROPN
fbem-19720	58	40	model	model	NOUN
fbem-19720	58	41	discriminate	discriminate	VERB
fbem-19720	58	42	the	the	DET
fbem-19720	58	43	best	good	ADJ
fbem-19720	58	44	effect	effect	NOUN
fbem-19720	58	45	.	.	PUNCT
fbem-19720	59	1	considering	consider	VERB
fbem-19720	59	2	the	the	DET
fbem-19720	59	3	z	z	NOUN
fbem-19720	59	4	-	-	PUNCT
fbem-19720	59	5	score	score	NOUN
fbem-19720	59	6	model	model	NOUN
fbem-19720	59	7	construction	construction	NOUN
fbem-19720	59	8	and	and	CCONJ
fbem-19720	59	9	z	z	NOUN
fbem-19720	59	10	-	-	PUNCT
fbem-19720	59	11	score	score	NOUN
fbem-19720	59	12	model	model	NOUN
fbem-19720	59	13	test	test	NOUN
fbem-19720	59	14	conclusions	conclusion	NOUN
fbem-19720	59	15	,	,	PUNCT
fbem-19720	59	16	scheme	scheme	PROPN
fbem-19720	59	17	ii	ii	PROPN
fbem-19720	59	18	has	have	VERB
fbem-19720	59	19	the	the	DET
fbem-19720	59	20	highest	high	ADJ
fbem-19720	59	21	correct	correct	ADJ
fbem-19720	59	22	rate	rate	NOUN
fbem-19720	59	23	,	,	PUNCT
fbem-19720	59	24	and	and	CCONJ
fbem-19720	59	25	z1	z1	ADJ
fbem-19720	59	26	model	model	NOUN
fbem-19720	59	27	of	of	ADP
fbem-19720	59	28	program2	program2	NOUN
fbem-19720	59	29	has	have	VERB
fbem-19720	59	30	the	the	DET
fbem-19720	59	31	best	good	ADJ
fbem-19720	59	32	discriminative	discriminative	NOUN
fbem-19720	59	33	effect	effect	NOUN
fbem-19720	59	34	.	.	PUNCT
fbem-19720	60	1	therefore	therefore	ADV
fbem-19720	60	2	,	,	PUNCT
fbem-19720	60	3	the	the	DET
fbem-19720	60	4	z1	z1	ADJ
fbem-19720	60	5	model	model	NOUN
fbem-19720	60	6	will	will	AUX
fbem-19720	60	7	be	be	AUX
fbem-19720	60	8	used	use	VERB
fbem-19720	60	9	as	as	ADP
fbem-19720	60	10	the	the	DET
fbem-19720	60	11	financial	financial	ADJ
fbem-19720	60	12	risk	risk	NOUN
fbem-19720	60	13	early	early	ADJ
fbem-19720	60	14	warning	warning	NOUN
fbem-19720	60	15	model	model	NOUN
fbem-19720	60	16	of	of	ADP
fbem-19720	60	17	china	china	PROPN
fbem-19720	60	18	's	's	PART
fbem-19720	60	19	u.s	u.s	PROPN
fbem-19720	60	20	.	.	PROPN
fbem-19720	60	21	stock	stock	PROPN
fbem-19720	60	22	information	information	PROPN
fbem-19720	60	23	technology	technology	NOUN
fbem-19720	60	24	companies	company	NOUN
fbem-19720	60	25	,	,	PUNCT
fbem-19720	60	26	and	and	CCONJ
fbem-19720	60	27	the	the	DET
fbem-19720	60	28	model	model	NOUN
fbem-19720	60	29	expression	expression	NOUN
fbem-19720	60	30	is	be	AUX
fbem-19720	60	31	z1	z1	ADJ
fbem-19720	60	32	=	=	SYM
fbem-19720	60	33	2.41x1	2.41x1	NUM
fbem-19720	60	34	+	+	SYM
fbem-19720	60	35	2.024x10	2.024x10	NUM
fbem-19720	60	36	+	+	CCONJ
fbem-19720	60	37	3.172x18	3.172x18	NUM
fbem-19720	60	38	+	+	NUM
fbem-19720	60	39	4.104x24	4.104x24	NUM
fbem-19720	60	40	.	.	PUNCT
fbem-19720	61	1	the	the	DET
fbem-19720	61	2	first	first	ADJ
fbem-19720	61	3	and	and	CCONJ
fbem-19720	61	4	second	second	ADJ
fbem-19720	61	5	sets	set	NOUN
fbem-19720	61	6	of	of	ADP
fbem-19720	61	7	data	datum	NOUN
fbem-19720	61	8	are	be	AUX
fbem-19720	61	9	brought	bring	VERB
fbem-19720	61	10	into	into	ADP
fbem-19720	61	11	z1	z1	PROPN
fbem-19720	61	12	,	,	PUNCT
fbem-19720	61	13	which	which	PRON
fbem-19720	61	14	results	result	VERB
fbem-19720	61	15	in	in	ADP
fbem-19720	61	16	a	a	DET
fbem-19720	61	17	maximum	maximum	ADJ
fbem-19720	61	18	value	value	NOUN
fbem-19720	61	19	of	of	ADP
fbem-19720	61	20	z1	z1	NUM
fbem-19720	61	21	of	of	ADP
fbem-19720	61	22	2.49	2.49	NUM
fbem-19720	61	23	and	and	CCONJ
fbem-19720	61	24	a	a	DET
fbem-19720	61	25	minimum	minimum	ADJ
fbem-19720	61	26	value	value	NOUN
fbem-19720	61	27	of	of	ADP
fbem-19720	61	28	-1.86	-1.86	NOUN
fbem-19720	61	29	,	,	PUNCT
fbem-19720	61	30	so	so	CCONJ
fbem-19720	61	31	the	the	DET
fbem-19720	61	32	critical	critical	ADJ
fbem-19720	61	33	value	value	NOUN
fbem-19720	61	34	of	of	ADP
fbem-19720	61	35	the	the	DET
fbem-19720	61	36	bankruptcy	bankruptcy	NOUN
fbem-19720	61	37	zone	zone	NOUN
fbem-19720	61	38	of	of	ADP
fbem-19720	61	39	the	the	DET
fbem-19720	61	40	model	model	NOUN
fbem-19720	61	41	with	with	ADP
fbem-19720	61	42	a	a	DET
fbem-19720	61	43	greater	great	ADJ
fbem-19720	61	44	financial	financial	ADJ
fbem-19720	61	45	risk	risk	NOUN
fbem-19720	61	46	is	be	AUX
fbem-19720	61	47	-1.86	-1.86	NOUN
fbem-19720	61	48	,	,	PUNCT
fbem-19720	61	49	and	and	CCONJ
fbem-19720	61	50	the	the	DET
fbem-19720	61	51	critical	critical	ADJ
fbem-19720	61	52	value	value	NOUN
fbem-19720	61	53	of	of	ADP
fbem-19720	61	54	the	the	DET
fbem-19720	61	55	safety	safety	NOUN
fbem-19720	61	56	zone	zone	NOUN
fbem-19720	61	57	with	with	ADP
fbem-19720	61	58	a	a	DET
fbem-19720	61	59	lesser	less	ADJ
fbem-19720	61	60	financial	financial	ADJ
fbem-19720	61	61	risk	risk	NOUN
fbem-19720	61	62	is	be	AUX
fbem-19720	61	63	2.49	2.49	NUM
fbem-19720	61	64	.	.	PUNCT
fbem-19720	62	1	4	4	NUM
fbem-19720	62	2	.	.	X
fbem-19720	62	3	conclusion	conclusion	NOUN
fbem-19720	62	4	for	for	ADP
fbem-19720	62	5	china	china	PROPN
fbem-19720	62	6	's	's	PART
fbem-19720	62	7	u.s	u.s	PROPN
fbem-19720	62	8	.	.	PROPN
fbem-19720	62	9	information	information	NOUN
fbem-19720	62	10	technology	technology	NOUN
fbem-19720	62	11	companies	company	NOUN
fbem-19720	62	12	,	,	PUNCT
fbem-19720	62	13	the	the	DET
fbem-19720	62	14	z1	z1	ADJ
fbem-19720	62	15	model	model	NOUN
fbem-19720	62	16	has	have	VERB
fbem-19720	62	17	a	a	DET
fbem-19720	62	18	higher	high	ADJ
fbem-19720	62	19	correct	correct	ADJ
fbem-19720	62	20	rate	rate	NOUN
fbem-19720	62	21	and	and	CCONJ
fbem-19720	62	22	a	a	DET
fbem-19720	62	23	better	well	ADV
fbem-19720	62	24	discriminatory	discriminatory	ADJ
fbem-19720	62	25	effect	effect	NOUN
fbem-19720	62	26	than	than	ADP
fbem-19720	62	27	the	the	DET
fbem-19720	62	28	z	z	NOUN
fbem-19720	62	29	-	-	PUNCT
fbem-19720	62	30	score	score	NOUN
fbem-19720	62	31	model	model	NOUN
fbem-19720	62	32	,	,	PUNCT
fbem-19720	62	33	which	which	PRON
fbem-19720	62	34	has	have	AUX
fbem-19720	62	35	been	be	AUX
fbem-19720	62	36	modified	modify	VERB
fbem-19720	62	37	and	and	CCONJ
fbem-19720	62	38	adjusted	adjust	VERB
fbem-19720	62	39	in	in	ADP
fbem-19720	62	40	the	the	DET
fbem-19720	62	41	following	follow	VERB
fbem-19720	62	42	three	three	NUM
fbem-19720	62	43	aspects	aspect	NOUN
fbem-19720	62	44	compared	compare	VERB
fbem-19720	62	45	with	with	ADP
fbem-19720	62	46	the	the	DET
fbem-19720	62	47	z	z	PROPN
fbem-19720	62	48	model	model	NOUN
fbem-19720	62	49	:	:	PUNCT
fbem-19720	62	50	(	(	PUNCT
fbem-19720	62	51	1	1	X
fbem-19720	62	52	)	)	PUNCT
fbem-19720	62	53	variable	variable	ADJ
fbem-19720	62	54	indicators	indicator	NOUN
fbem-19720	62	55	.	.	PUNCT
fbem-19720	63	1	the	the	DET
fbem-19720	63	2	growth	growth	NOUN
fbem-19720	63	3	rate	rate	NOUN
fbem-19720	63	4	of	of	ADP
fbem-19720	63	5	operating	operate	VERB
fbem-19720	63	6	income	income	NOUN
fbem-19720	63	7	,	,	PUNCT
fbem-19720	63	8	gross	gross	ADJ
fbem-19720	63	9	profit	profit	NOUN
fbem-19720	63	10	margin	margin	NOUN
fbem-19720	63	11	,	,	PUNCT
fbem-19720	63	12	and	and	CCONJ
fbem-19720	63	13	current	current	ADJ
fbem-19720	63	14	assets	asset	NOUN
fbem-19720	63	15	/	/	SYM
fbem-19720	63	16	total	total	ADJ
fbem-19720	63	17	assets	asset	NOUN
fbem-19720	63	18	are	be	AUX
fbem-19720	63	19	used	use	VERB
fbem-19720	63	20	to	to	PART
fbem-19720	63	21	replace	replace	VERB
fbem-19720	63	22	(	(	PUNCT
fbem-19720	63	23	undistributed	undistributed	ADJ
fbem-19720	63	24	profit	profit	NOUN
fbem-19720	63	25	+	+	CCONJ
fbem-19720	63	26	surplus	surplus	ADJ
fbem-19720	63	27	reserve)/total	reserve)/total	ADJ
fbem-19720	63	28	assets	asset	NOUN
fbem-19720	63	29	,	,	PUNCT
fbem-19720	63	30	(	(	PUNCT
fbem-19720	63	31	total	total	ADJ
fbem-19720	63	32	profit	profit	NOUN
fbem-19720	63	33	+	+	CCONJ
fbem-19720	63	34	interest	interest	NOUN
fbem-19720	63	35	expense)/total	expense)/total	ADJ
fbem-19720	63	36	assets	asset	NOUN
fbem-19720	63	37	,	,	PUNCT
fbem-19720	63	38	and	and	CCONJ
fbem-19720	63	39	owner	owner	NOUN
fbem-19720	63	40	's	's	PART
fbem-19720	63	41	equity	equity	NOUN
fbem-19720	63	42	/	/	SYM
fbem-19720	63	43	total	total	ADJ
fbem-19720	63	44	liabilities	liability	NOUN
fbem-19720	63	45	in	in	ADP
fbem-19720	63	46	the	the	DET
fbem-19720	63	47	original	original	ADJ
fbem-19720	63	48	model	model	NOUN
fbem-19720	63	49	,	,	PUNCT
fbem-19720	63	50	respectively	respectively	ADV
fbem-19720	63	51	.	.	PUNCT
fbem-19720	64	1	(	(	PUNCT
fbem-19720	64	2	2	2	X
fbem-19720	64	3	)	)	PUNCT
fbem-19720	64	4	variable	variable	ADJ
fbem-19720	64	5	indicator	indicator	NOUN
fbem-19720	64	6	coefficients	coefficient	NOUN
fbem-19720	64	7	.	.	PUNCT
fbem-19720	65	1	the	the	DET
fbem-19720	65	2	coefficients	coefficient	NOUN
fbem-19720	65	3	of	of	ADP
fbem-19720	65	4	the	the	DET
fbem-19720	65	5	four	four	NUM
fbem-19720	65	6	variable	variable	ADJ
fbem-19720	65	7	indicators	indicator	NOUN
fbem-19720	65	8	have	have	AUX
fbem-19720	65	9	changed	change	VERB
fbem-19720	65	10	,	,	PUNCT
fbem-19720	65	11	and	and	CCONJ
fbem-19720	65	12	the	the	DET
fbem-19720	65	13	coefficients	coefficient	NOUN
fbem-19720	65	14	of	of	ADP
fbem-19720	65	15	the	the	DET
fbem-19720	65	16	z1	z1	ADJ
fbem-19720	65	17	model	model	NOUN
fbem-19720	65	18	expression	expression	NOUN
fbem-19720	65	19	are	be	AUX
fbem-19720	65	20	-2.41	-2.41	NUM
fbem-19720	65	21	,	,	PUNCT
fbem-19720	65	22	2.024	2.024	NUM
fbem-19720	65	23	,	,	PUNCT
fbem-19720	65	24	3.172	3.172	NUM
fbem-19720	65	25	,	,	PUNCT
fbem-19720	65	26	and	and	CCONJ
fbem-19720	65	27	4.104	4.104	NUM
fbem-19720	65	28	,	,	PUNCT
fbem-19720	65	29	respectively.(3	respectively.(3	PROPN
fbem-19720	65	30	)	)	PUNCT
fbem-19720	65	31	in	in	ADP
fbem-19720	65	32	terms	term	NOUN
fbem-19720	65	33	of	of	ADP
fbem-19720	65	34	the	the	DET
fbem-19720	65	35	interval	interval	NOUN
fbem-19720	65	36	critical	critical	ADJ
fbem-19720	65	37	value	value	NOUN
fbem-19720	65	38	.	.	PUNCT
fbem-19720	66	1	the	the	DET
fbem-19720	66	2	critical	critical	ADJ
fbem-19720	66	3	value	value	NOUN
fbem-19720	66	4	of	of	ADP
fbem-19720	66	5	each	each	DET
fbem-19720	66	6	interval	interval	NOUN
fbem-19720	66	7	becomes	become	VERB
fbem-19720	66	8	smaller	small	ADJ
fbem-19720	66	9	,	,	PUNCT
fbem-19720	66	10	the	the	DET
fbem-19720	66	11	critical	critical	ADJ
fbem-19720	66	12	value	value	NOUN
fbem-19720	66	13	of	of	ADP
fbem-19720	66	14	bankruptcy	bankruptcy	NOUN
fbem-19720	66	15	zone	zone	NOUN
fbem-19720	66	16	and	and	CCONJ
fbem-19720	66	17	gray	gray	ADJ
fbem-19720	66	18	zone	zone	NOUN
fbem-19720	66	19	changes	change	NOUN
fbem-19720	66	20	from	from	ADP
fbem-19720	66	21	1.1	1.1	NUM
fbem-19720	66	22	to	to	ADP
fbem-19720	66	23	-1.86	-1.86	NOUN
fbem-19720	66	24	,	,	PUNCT
fbem-19720	66	25	and	and	CCONJ
fbem-19720	66	26	the	the	DET
fbem-19720	66	27	critical	critical	ADJ
fbem-19720	66	28	value	value	NOUN
fbem-19720	66	29	of	of	ADP
fbem-19720	66	30	safety	safety	NOUN
fbem-19720	66	31	zone	zone	NOUN
fbem-19720	66	32	and	and	CCONJ
fbem-19720	66	33	gray	gray	ADJ
fbem-19720	66	34	go	go	VERB
fbem-19720	66	35	changes	change	NOUN
fbem-19720	66	36	from	from	ADP
fbem-19720	66	37	2.6	2.6	NUM
fbem-19720	66	38	to	to	ADP
fbem-19720	66	39	2.49	2.49	NUM
fbem-19720	66	40	.	.	PUNCT
fbem-19720	67	1	references	reference	NOUN
fbem-19720	67	2	[	[	X
fbem-19720	67	3	1	1	NUM
fbem-19720	67	4	]	]	PUNCT
fbem-19720	67	5	cao	cao	PROPN
fbem-19720	67	6	,	,	PUNCT
fbem-19720	67	7	chunping	chunping	NOUN
fbem-19720	67	8	,	,	PUNCT
fbem-19720	67	9	&	&	CCONJ
fbem-19720	67	10	liu	liu	PROPN
fbem-19720	67	11	,	,	PUNCT
fbem-19720	67	12	x.	x.	NOUN
fbem-19720	67	13	y	y	PROPN
fbem-19720	67	14	..	..	PUNCT
fbem-19720	67	15	(	(	PUNCT
fbem-19720	67	16	2023	2023	NUM
fbem-19720	67	17	)	)	PUNCT
fbem-19720	67	18	.	.	PUNCT
fbem-19720	68	1	reform	reform	NOUN
fbem-19720	68	2	of	of	ADP
fbem-19720	68	3	the	the	DET
fbem-19720	68	4	integrated	integrate	VERB
fbem-19720	68	5	curriculum	curriculum	NOUN
fbem-19720	68	6	of	of	ADP
fbem-19720	68	7	bachelor	bachelor	NOUN
fbem-19720	68	8	and	and	CCONJ
fbem-19720	68	9	master	master	NOUN
fbem-19720	68	10	degree	degree	NOUN
fbem-19720	68	11	oriented	orient	VERB
fbem-19720	68	12	to	to	ADP
fbem-19720	68	13	the	the	DET
fbem-19720	68	14	cultivation	cultivation	NOUN
fbem-19720	68	15	of	of	ADP
fbem-19720	68	16	software	software	NOUN
fbem-19720	68	17	talents	talent	NOUN
fbem-19720	68	18	.	.	PUNCT
fbem-19720	69	1	software	software	NOUN
fbem-19720	69	2	guide	guide	NOUN
fbem-19720	69	3	,	,	PUNCT
fbem-19720	69	4	22(05	22(05	PROPN
fbem-19720	69	5	)	)	PUNCT
fbem-19720	69	6	,	,	PUNCT
fbem-19720	69	7	219224	219224	NUM
fbem-19720	69	8	.	.	PUNCT
fbem-19720	70	1	[	[	X
fbem-19720	70	2	2	2	NUM
fbem-19720	70	3	]	]	SYM
fbem-19720	70	4	deng	deng	PROPN
fbem-19720	70	5	,	,	PUNCT
fbem-19720	70	6	ji	ji	PROPN
fbem-19720	70	7	.	.	PROPN
fbem-19720	70	8	(	(	PUNCT
fbem-19720	70	9	2023	2023	NUM
fbem-19720	70	10	)	)	PUNCT
fbem-19720	70	11	.	.	PUNCT
fbem-19720	71	1	research	research	NOUN
fbem-19720	71	2	on	on	ADP
fbem-19720	71	3	financial	financial	ADJ
fbem-19720	71	4	risk	risk	NOUN
fbem-19720	71	5	management	management	NOUN
fbem-19720	71	6	of	of	ADP
fbem-19720	71	7	s	s	PART
fbem-19720	71	8	software	software	NOUN
fbem-19720	71	9	enterprises	enterprise	NOUN
fbem-19720	71	10	under	under	ADP
fbem-19720	71	11	the	the	DET
fbem-19720	71	12	perspective	perspective	NOUN
fbem-19720	71	13	of	of	ADP
fbem-19720	71	14	industry	industry	NOUN
fbem-19720	71	15	-	-	PUNCT
fbem-19720	71	16	finance	finance	NOUN
fbem-19720	71	17	integration	integration	NOUN
fbem-19720	71	18	.	.	PUNCT
fbem-19720	72	1	(	(	PUNCT
fbem-19720	72	2	master	master	NOUN
fbem-19720	72	3	)	)	PUNCT
fbem-19720	72	4	.	.	PUNCT
fbem-19720	73	1	yunnan	yunnan	PROPN
fbem-19720	73	2	normal	normal	ADJ
fbem-19720	73	3	university	university	NOUN
fbem-19720	73	4	.	.	PUNCT
fbem-19720	74	1	[	[	X
fbem-19720	74	2	3	3	NUM
fbem-19720	74	3	]	]	X
fbem-19720	74	4	du	du	X
fbem-19720	74	5	,	,	PUNCT
fbem-19720	74	6	xiaoqin	xiaoqin	ADJ
fbem-19720	74	7	,	,	PUNCT
fbem-19720	74	8	&	&	CCONJ
fbem-19720	74	9	li	li	PROPN
fbem-19720	74	10	,	,	PUNCT
fbem-19720	74	11	lu	lu	PROPN
fbem-19720	74	12	.	.	PUNCT
fbem-19720	74	13	(	(	PUNCT
fbem-19720	74	14	2023	2023	NUM
fbem-19720	74	15	)	)	PUNCT
fbem-19720	74	16	.	.	PUNCT
fbem-19720	75	1	financial	financial	ADJ
fbem-19720	75	2	risk	risk	NOUN
fbem-19720	75	3	evaluation	evaluation	NOUN
fbem-19720	75	4	and	and	CCONJ
fbem-19720	75	5	control	control	NOUN
fbem-19720	75	6	based	base	VERB
fbem-19720	75	7	on	on	ADP
fbem-19720	75	8	entropy	entropy	NOUN
fbem-19720	75	9	and	and	CCONJ
fbem-19720	75	10	efficacy	efficacy	NOUN
fbem-19720	75	11	coefficient	coefficient	NOUN
fbem-19720	75	12	methods	method	NOUN
fbem-19720	75	13	:	:	PUNCT
fbem-19720	75	14	an	an	DET
fbem-19720	75	15	example	example	NOUN
fbem-19720	75	16	of	of	ADP
fbem-19720	75	17	huayou	huayou	PROPN
fbem-19720	75	18	huibopu	huibopu	PROPN
fbem-19720	75	19	technology	technology	PROPN
fbem-19720	75	20	co.	co.	PROPN
fbem-19720	75	21	financial	financial	ADJ
fbem-19720	75	22	management	management	NOUN
fbem-19720	75	23	research	research	NOUN
fbem-19720	75	24	(	(	PUNCT
fbem-19720	75	25	10	10	NUM
fbem-19720	75	26	)	)	PUNCT
fbem-19720	75	27	,	,	PUNCT
fbem-19720	75	28	26	26	NUM
fbem-19720	75	29	-	-	SYM
fbem-19720	75	30	32	32	NUM
fbem-19720	75	31	.	.	PUNCT
fbem-19720	76	1	[	[	X
fbem-19720	76	2	4	4	X
fbem-19720	76	3	]	]	X
fbem-19720	76	4	liang	liang	PROPN
fbem-19720	76	5	xue	xue	PROPN
fbem-19720	76	6	.	.	PUNCT
fbem-19720	77	1	(	(	PUNCT
fbem-19720	77	2	2021	2021	NUM
fbem-19720	77	3	)	)	PUNCT
fbem-19720	77	4	.	.	PUNCT
fbem-19720	78	1	research	research	NOUN
fbem-19720	78	2	on	on	ADP
fbem-19720	78	3	financial	financial	ADJ
fbem-19720	78	4	risk	risk	NOUN
fbem-19720	78	5	of	of	ADP
fbem-19720	78	6	l	l	NOUN
fbem-19720	78	7	enterprises	enterprise	NOUN
fbem-19720	78	8	based	base	VERB
fbem-19720	78	9	on	on	ADP
fbem-19720	78	10	z	z	NOUN
fbem-19720	78	11	-	-	PUNCT
fbem-19720	78	12	score	score	NOUN
fbem-19720	78	13	model	model	NOUN
fbem-19720	78	14	.	.	PUNCT
fbem-19720	79	1	(	(	PUNCT
fbem-19720	79	2	master	master	NOUN
fbem-19720	79	3	)	)	PUNCT
fbem-19720	79	4	.	.	PUNCT
fbem-19720	80	1	harbin	harbin	PROPN
fbem-19720	80	2	university	university	PROPN
fbem-19720	80	3	of	of	ADP
fbem-19720	80	4	commerce	commerce	PROPN
fbem-19720	80	5	.	.	PUNCT
fbem-19720	81	1	[	[	X
fbem-19720	81	2	5	5	NUM
fbem-19720	81	3	]	]	X
fbem-19720	81	4	wang	wang	PROPN
fbem-19720	81	5	,	,	PUNCT
fbem-19720	81	6	h.	h.	PROPN
fbem-19720	81	7	,	,	PUNCT
fbem-19720	81	8	zhong	zhong	PROPN
fbem-19720	81	9	,	,	PUNCT
fbem-19720	81	10	w.	w.	PROPN
fbem-19720	81	11	j.	j.	PROPN
fbem-19720	81	12	,	,	PUNCT
fbem-19720	81	13	&	&	CCONJ
fbem-19720	81	14	wang	wang	PROPN
fbem-19720	81	15	,	,	PUNCT
fbem-19720	81	16	y.	y.	PROPN
fbem-19720	81	17	m	m	PROPN
fbem-19720	81	18	..	..	PUNCT
fbem-19720	81	19	(	(	PUNCT
fbem-19720	81	20	2023	2023	NUM
fbem-19720	81	21	)	)	PUNCT
fbem-19720	81	22	.	.	PUNCT
fbem-19720	82	1	research	research	NOUN
fbem-19720	82	2	on	on	ADP
fbem-19720	82	3	financial	financial	ADJ
fbem-19720	82	4	risk	risk	NOUN
fbem-19720	82	5	problems	problem	NOUN
fbem-19720	82	6	and	and	CCONJ
fbem-19720	82	7	countermeasures	countermeasure	NOUN
fbem-19720	82	8	of	of	ADP
fbem-19720	82	9	china	china	PROPN
fbem-19720	82	10	's	's	PART
fbem-19720	82	11	information	information	NOUN
fbem-19720	82	12	technology	technology	NOUN
fbem-19720	82	13	enterprises	enterprise	NOUN
fbem-19720	82	14	--	--	PUNCT
fbem-19720	82	15	taking	take	VERB
fbem-19720	82	16	a	a	DET
fbem-19720	82	17	technology	technology	NOUN
fbem-19720	82	18	company	company	NOUN
fbem-19720	82	19	as	as	ADP
fbem-19720	82	20	an	an	DET
fbem-19720	82	21	example	example	NOUN
fbem-19720	82	22	.	.	PUNCT
fbem-19720	83	1	financial	financial	ADJ
fbem-19720	83	2	management	management	NOUN
fbem-19720	83	3	research	research	NOUN
fbem-19720	83	4	(	(	PUNCT
fbem-19720	83	5	05	05	NUM
fbem-19720	83	6	)	)	PUNCT
fbem-19720	83	7	,	,	PUNCT
fbem-19720	83	8	150	150	NUM
fbem-19720	83	9	-	-	SYM
fbem-19720	83	10	154	154	NUM
fbem-19720	83	11	.	.	PUNCT
fbem-19720	84	1	[	[	X
fbem-19720	84	2	6	6	NUM
fbem-19720	84	3	]	]	PUNCT
fbem-19720	84	4	wei	wei	PROPN
fbem-19720	84	5	yuexin	yuexin	PROPN
fbem-19720	84	6	.	.	PUNCT
fbem-19720	85	1	(	(	PUNCT
fbem-19720	85	2	2022	2022	NUM
fbem-19720	85	3	)	)	PUNCT
fbem-19720	85	4	.	.	PUNCT
fbem-19720	86	1	research	research	NOUN
fbem-19720	86	2	on	on	ADP
fbem-19720	86	3	financial	financial	ADJ
fbem-19720	86	4	risk	risk	NOUN
fbem-19720	86	5	early	early	ADJ
fbem-19720	86	6	warning	warning	NOUN
fbem-19720	86	7	of	of	ADP
fbem-19720	86	8	financial	financial	ADJ
fbem-19720	86	9	technology	technology	NOUN
fbem-19720	86	10	information	information	NOUN
fbem-19720	86	11	technology	technology	NOUN
fbem-19720	86	12	enterprises	enterprise	NOUN
fbem-19720	86	13	.	.	PUNCT
fbem-19720	87	1	(	(	PUNCT
fbem-19720	87	2	master	master	NOUN
fbem-19720	87	3	)	)	PUNCT
fbem-19720	87	4	.	.	PUNCT
fbem-19720	88	1	shaanxi	shaanxi	PROPN
fbem-19720	88	2	normal	normal	ADJ
fbem-19720	88	3	university	university	NOUN
fbem-19720	88	4	.	.	PUNCT
fbem-19720	89	1	[	[	X
fbem-19720	89	2	7	7	X
fbem-19720	89	3	]	]	X
fbem-19720	89	4	xiao	xiao	PROPN
fbem-19720	89	5	zhigang	zhigang	PROPN
fbem-19720	89	6	.	.	PUNCT
fbem-19720	90	1	(	(	PUNCT
fbem-19720	90	2	2019	2019	NUM
fbem-19720	90	3	)	)	PUNCT
fbem-19720	90	4	.	.	PUNCT
fbem-19720	91	1	research	research	NOUN
fbem-19720	91	2	on	on	ADP
fbem-19720	91	3	financial	financial	ADJ
fbem-19720	91	4	risk	risk	NOUN
fbem-19720	91	5	control	control	NOUN
fbem-19720	91	6	of	of	ADP
fbem-19720	91	7	real	real	ADJ
fbem-19720	91	8	estate	estate	NOUN
fbem-19720	91	9	enterprises	enterprise	NOUN
fbem-19720	91	10	based	base	VERB
fbem-19720	91	11	on	on	ADP
fbem-19720	91	12	z	z	NOUN
fbem-19720	91	13	-	-	PUNCT
fbem-19720	91	14	score	score	NOUN
fbem-19720	91	15	model	model	NOUN
fbem-19720	91	16	.	.	PUNCT
fbem-19720	92	1	(	(	PUNCT
fbem-19720	92	2	master	master	NOUN
fbem-19720	92	3	)	)	PUNCT
fbem-19720	92	4	.	.	PUNCT
fbem-19720	93	1	zhongnan	zhongnan	PROPN
fbem-19720	93	2	university	university	PROPN
fbem-19720	93	3	of	of	ADP
fbem-19720	93	4	economics	economic	NOUN
fbem-19720	93	5	and	and	CCONJ
fbem-19720	93	6	law	law	NOUN
fbem-19720	93	7	.	.	PUNCT
fbem-19720	94	1	[	[	X
fbem-19720	94	2	8	8	NUM
fbem-19720	94	3	]	]	PUNCT
fbem-19720	94	4	xu	xu	PROPN
fbem-19720	94	5	xiao	xiao	PROPN
fbem-19720	94	6	.	.	PROPN
fbem-19720	95	1	(	(	PUNCT
fbem-19720	95	2	2022	2022	NUM
fbem-19720	95	3	)	)	PUNCT
fbem-19720	95	4	.	.	PUNCT
fbem-19720	96	1	research	research	NOUN
fbem-19720	96	2	on	on	ADP
fbem-19720	96	3	financial	financial	ADJ
fbem-19720	96	4	risk	risk	NOUN
fbem-19720	96	5	evaluation	evaluation	NOUN
fbem-19720	96	6	and	and	CCONJ
fbem-19720	96	7	control	control	NOUN
fbem-19720	96	8	of	of	ADP
fbem-19720	96	9	group	group	PROPN
fbem-19720	96	10	b	b	PROPN
fbem-19720	96	11	based	base	VERB
fbem-19720	96	12	on	on	ADP
fbem-19720	96	13	z	z	NOUN
fbem-19720	96	14	-	-	PUNCT
fbem-19720	96	15	score	score	NOUN
fbem-19720	96	16	model	model	NOUN
fbem-19720	96	17	.	.	PUNCT
fbem-19720	97	1	(	(	PUNCT
fbem-19720	97	2	master	master	NOUN
fbem-19720	97	3	)	)	PUNCT
fbem-19720	97	4	.	.	PUNCT
fbem-19720	98	1	northeast	northeast	ADJ
fbem-19720	98	2	university	university	PROPN
fbem-19720	98	3	of	of	ADP
fbem-19720	98	4	petroleum	petroleum	NOUN
fbem-19720	98	5	.	.	PUNCT