id	sid	tid	token	lemma	pos
fcis-15114	1	1	frontiers	frontier	NOUN
fcis-15114	1	2	in	in	ADP
fcis-15114	1	3	computing	computing	NOUN
fcis-15114	1	4	and	and	CCONJ
fcis-15114	1	5	intelligent	intelligent	ADJ
fcis-15114	1	6	systems	system	NOUN
fcis-15114	1	7	issn	issn	VERB
fcis-15114	1	8	:	:	PUNCT
fcis-15114	1	9	2832	2832	NUM
fcis-15114	1	10	-	-	SYM
fcis-15114	1	11	6024	6024	NUM
fcis-15114	1	12	|	|	NOUN
fcis-15114	1	13	vol	vol	NOUN
fcis-15114	1	14	.	.	PROPN
fcis-15114	2	1	6	6	NUM
fcis-15114	2	2	,	,	PUNCT
fcis-15114	2	3	no	no	INTJ
fcis-15114	2	4	.	.	NOUN
fcis-15114	2	5	2	2	NUM
fcis-15114	2	6	,	,	PUNCT
fcis-15114	2	7	2023	2023	NUM
fcis-15114	2	8	39	39	NUM
fcis-15114	2	9	research	research	NOUN
fcis-15114	2	10	on	on	ADP
fcis-15114	2	11	mining	mining	NOUN
fcis-15114	2	12	talent	talent	NOUN
fcis-15114	2	13	demand	demand	NOUN
fcis-15114	2	14	for	for	ADP
fcis-15114	2	15	e‐commerce	e‐commerce	PUNCT
fcis-15114	2	16	majors	major	NOUN
fcis-15114	2	17	based	base	VERB
fcis-15114	2	18	on	on	ADP
fcis-15114	2	19	lda	lda	PROPN
fcis-15114	2	20	topic	topic	NOUN
fcis-15114	2	21	model	model	NOUN
fcis-15114	2	22	jiale	jiale	PROPN
fcis-15114	2	23	fu	fu	PROPN
fcis-15114	2	24	1	1	NUM
fcis-15114	2	25	,	,	PUNCT
fcis-15114	2	26	2	2	NUM
fcis-15114	2	27	,	,	PUNCT
fcis-15114	2	28	hongyan	hongyan	PROPN
fcis-15114	2	29	li	li	PROPN
fcis-15114	2	30	1	1	NUM
fcis-15114	2	31	,	,	PUNCT
fcis-15114	2	32	2	2	NUM
fcis-15114	2	33	,	,	PUNCT
fcis-15114	2	34	yanxia	yanxia	NOUN
fcis-15114	2	35	zhao	zhao	PROPN
fcis-15114	2	36	3	3	NUM
fcis-15114	2	37	,	,	PUNCT
fcis-15114	2	38	4	4	NUM
fcis-15114	2	39	,	,	PUNCT
fcis-15114	2	40	*	*	PUNCT
fcis-15114	2	41	,	,	PUNCT
fcis-15114	2	42	run	run	VERB
fcis-15114	2	43	zhang	zhang	PROPN
fcis-15114	2	44	1	1	NUM
fcis-15114	2	45	,	,	PUNCT
fcis-15114	2	46	2	2	NUM
fcis-15114	2	47	,	,	PUNCT
fcis-15114	2	48	hejing	heje	VERB
fcis-15114	2	49	zhang	zhang	PROPN
fcis-15114	2	50	1	1	NUM
fcis-15114	2	51	,	,	PUNCT
fcis-15114	2	52	2	2	NUM
fcis-15114	2	53	,	,	PUNCT
fcis-15114	2	54	taotao	taotao	PROPN
fcis-15114	2	55	pang	pang	NOUN
fcis-15114	2	56	1	1	NUM
fcis-15114	2	57	1	1	NUM
fcis-15114	2	58	college	college	NOUN
fcis-15114	2	59	of	of	ADP
fcis-15114	2	60	international	international	ADJ
fcis-15114	2	61	business	business	NOUN
fcis-15114	2	62	,	,	PUNCT
fcis-15114	2	63	zhejiang	zhejiang	PROPN
fcis-15114	2	64	yuexiu	yuexiu	PROPN
fcis-15114	2	65	university	university	PROPN
fcis-15114	2	66	,	,	PUNCT
fcis-15114	2	67	shaoxing	shaoxing	PROPN
fcis-15114	2	68	,	,	PUNCT
fcis-15114	2	69	312069	312069	NUM
fcis-15114	2	70	,	,	PUNCT
fcis-15114	2	71	china	china	PROPN
fcis-15114	2	72	2	2	NUM
fcis-15114	2	73	shaoxing	shaoxing	PROPN
fcis-15114	2	74	key	key	ADJ
fcis-15114	2	75	laboratory	laboratory	NOUN
fcis-15114	2	76	of	of	ADP
fcis-15114	2	77	intelligent	intelligent	ADJ
fcis-15114	2	78	monitoring	monitoring	NOUN
fcis-15114	2	79	and	and	CCONJ
fcis-15114	2	80	prevention	prevention	NOUN
fcis-15114	2	81	of	of	ADP
fcis-15114	2	82	smart	smart	ADJ
fcis-15114	2	83	city	city	NOUN
fcis-15114	2	84	,	,	PUNCT
fcis-15114	2	85	shaoxing	shaoxing	PROPN
fcis-15114	2	86	,	,	PUNCT
fcis-15114	2	87	312069	312069	NUM
fcis-15114	2	88	,	,	PUNCT
fcis-15114	2	89	china	china	PROPN
fcis-15114	2	90	3	3	NUM
fcis-15114	2	91	finance	finance	NOUN
fcis-15114	2	92	office	office	NOUN
fcis-15114	2	93	,	,	PUNCT
fcis-15114	2	94	zhejiang	zhejiang	PROPN
fcis-15114	2	95	yuexiu	yuexiu	PROPN
fcis-15114	2	96	university	university	PROPN
fcis-15114	2	97	,	,	PUNCT
fcis-15114	2	98	shaoxing	shaoxing	PROPN
fcis-15114	2	99	,	,	PUNCT
fcis-15114	2	100	312069	312069	NUM
fcis-15114	2	101	,	,	PUNCT
fcis-15114	2	102	china	china	PROPN
fcis-15114	2	103	4	4	NUM
fcis-15114	2	104	school	school	NOUN
fcis-15114	2	105	of	of	ADP
fcis-15114	2	106	public	public	ADJ
fcis-15114	2	107	administration	administration	NOUN
fcis-15114	2	108	,	,	PUNCT
fcis-15114	2	109	zhejiang	zhejiang	PROPN
fcis-15114	2	110	gongshang	gongshang	PROPN
fcis-15114	2	111	university	university	PROPN
fcis-15114	2	112	,	,	PUNCT
fcis-15114	2	113	310018	310018	NUM
fcis-15114	2	114	,	,	PUNCT
fcis-15114	2	115	china	china	PROPN
fcis-15114	2	116	*	*	PUNCT
fcis-15114	2	117	corresponding	correspond	VERB
fcis-15114	2	118	author	author	NOUN
fcis-15114	2	119	:	:	PUNCT
fcis-15114	2	120	yanxia	yanxia	PROPN
fcis-15114	2	121	zhao	zhao	PROPN
fcis-15114	2	122	(	(	PUNCT
fcis-15114	2	123	email	email	NOUN
fcis-15114	2	124	:	:	PUNCT
fcis-15114	2	125	20212015@zyufl.edu.cn	20212015@zyufl.edu.cn	NUM
fcis-15114	2	126	)	)	PUNCT
fcis-15114	2	127	abstract	abstract	NOUN
fcis-15114	2	128	:	:	PUNCT
fcis-15114	3	1	[	[	X
fcis-15114	3	2	purpose	purpose	NOUN
fcis-15114	3	3	]	]	PUNCT
fcis-15114	3	4	based	base	VERB
fcis-15114	3	5	on	on	ADP
fcis-15114	3	6	the	the	DET
fcis-15114	3	7	text	text	NOUN
fcis-15114	3	8	mining	mining	NOUN
fcis-15114	3	9	method	method	NOUN
fcis-15114	3	10	,	,	PUNCT
fcis-15114	3	11	this	this	DET
fcis-15114	3	12	study	study	NOUN
fcis-15114	3	13	analyzes	analyze	VERB
fcis-15114	3	14	the	the	DET
fcis-15114	3	15	job	job	NOUN
fcis-15114	3	16	demand	demand	NOUN
fcis-15114	3	17	for	for	ADP
fcis-15114	3	18	domestic	domestic	ADJ
fcis-15114	3	19	e	e	ADJ
fcis-15114	3	20	-	-	ADJ
fcis-15114	3	21	commerce	commerce	NOUN
fcis-15114	3	22	industry	industry	NOUN
fcis-15114	3	23	positions	position	NOUN
fcis-15114	3	24	in	in	ADP
fcis-15114	3	25	the	the	DET
fcis-15114	3	26	internet	internet	NOUN
fcis-15114	3	27	-	-	PUNCT
fcis-15114	3	28	oriented	orient	VERB
fcis-15114	3	29	recruitment	recruitment	NOUN
fcis-15114	3	30	data	datum	NOUN
fcis-15114	3	31	,	,	PUNCT
fcis-15114	3	32	promotes	promote	VERB
fcis-15114	3	33	the	the	DET
fcis-15114	3	34	matching	matching	NOUN
fcis-15114	3	35	of	of	ADP
fcis-15114	3	36	e	e	PROPN
fcis-15114	3	37	-	-	NOUN
fcis-15114	3	38	commerce	commerce	NOUN
fcis-15114	3	39	positions	position	NOUN
fcis-15114	3	40	and	and	CCONJ
fcis-15114	3	41	talents	talent	NOUN
fcis-15114	3	42	,	,	PUNCT
fcis-15114	3	43	and	and	CCONJ
fcis-15114	3	44	promotes	promote	VERB
fcis-15114	3	45	the	the	DET
fcis-15114	3	46	good	good	ADJ
fcis-15114	3	47	construction	construction	NOUN
fcis-15114	3	48	of	of	ADP
fcis-15114	3	49	the	the	DET
fcis-15114	3	50	employment	employment	NOUN
fcis-15114	3	51	environment	environment	NOUN
fcis-15114	3	52	in	in	ADP
fcis-15114	3	53	the	the	DET
fcis-15114	3	54	domestic	domestic	ADJ
fcis-15114	3	55	e	e	PROPN
fcis-15114	3	56	-	-	NOUN
fcis-15114	3	57	commerce	commerce	NOUN
fcis-15114	3	58	industry.[method	industry.[method	NOUN
fcis-15114	3	59	]	]	PUNCT
fcis-15114	3	60	use	use	VERB
fcis-15114	3	61	the	the	DET
fcis-15114	3	62	lda(latent	lda(latent	ADJ
fcis-15114	3	63	dirichlet	dirichlet	PROPN
fcis-15114	3	64	allocation	allocation	NOUN
fcis-15114	3	65	)	)	PUNCT
fcis-15114	3	66	topic	topic	NOUN
fcis-15114	3	67	model	model	NOUN
fcis-15114	3	68	for	for	ADP
fcis-15114	3	69	job	job	NOUN
fcis-15114	3	70	competency	competency	NOUN
fcis-15114	3	71	requirements	requirement	NOUN
fcis-15114	3	72	to	to	PART
fcis-15114	3	73	calculate	calculate	VERB
fcis-15114	3	74	the	the	DET
fcis-15114	3	75	similarity	similarity	NOUN
fcis-15114	3	76	of	of	ADP
fcis-15114	3	77	the	the	DET
fcis-15114	3	78	word	word	NOUN
fcis-15114	3	79	segmentation	segmentation	NOUN
fcis-15114	3	80	results	result	VERB
fcis-15114	3	81	for	for	ADP
fcis-15114	3	82	professional	professional	ADJ
fcis-15114	3	83	talent	talent	NOUN
fcis-15114	3	84	requirements	requirement	NOUN
fcis-15114	3	85	,	,	PUNCT
fcis-15114	3	86	determine	determine	VERB
fcis-15114	3	87	the	the	DET
fcis-15114	3	88	optimal	optimal	ADJ
fcis-15114	3	89	number	number	NOUN
fcis-15114	3	90	of	of	ADP
fcis-15114	3	91	topics	topic	NOUN
fcis-15114	3	92	,	,	PUNCT
fcis-15114	3	93	and	and	CCONJ
fcis-15114	3	94	output	output	VERB
fcis-15114	3	95	the	the	DET
fcis-15114	3	96	visualization	visualization	NOUN
fcis-15114	3	97	results	result	NOUN
fcis-15114	3	98	of	of	ADP
fcis-15114	3	99	the	the	DET
fcis-15114	3	100	lda	lda	PROPN
fcis-15114	3	101	topic	topic	NOUN
fcis-15114	3	102	model.[conclusion	model.[conclusion	NOUN
fcis-15114	3	103	]	]	PUNCT
fcis-15114	3	104	in	in	ADP
fcis-15114	3	105	eastern	eastern	PROPN
fcis-15114	3	106	china	china	PROPN
fcis-15114	3	107	,	,	PUNCT
fcis-15114	3	108	there	there	PRON
fcis-15114	3	109	is	be	VERB
fcis-15114	3	110	a	a	DET
fcis-15114	3	111	high	high	ADJ
fcis-15114	3	112	demand	demand	NOUN
fcis-15114	3	113	for	for	ADP
fcis-15114	3	114	e	e	NOUN
fcis-15114	3	115	-	-	NOUN
fcis-15114	3	116	commerce	commerce	NOUN
fcis-15114	3	117	jobs	job	NOUN
fcis-15114	3	118	,	,	PUNCT
fcis-15114	3	119	and	and	CCONJ
fcis-15114	3	120	the	the	DET
fcis-15114	3	121	majority	majority	NOUN
fcis-15114	3	122	of	of	ADP
fcis-15114	3	123	these	these	DET
fcis-15114	3	124	positions	position	NOUN
fcis-15114	3	125	only	only	ADV
fcis-15114	3	126	call	call	VERB
fcis-15114	3	127	for	for	ADP
fcis-15114	3	128	1	1	NUM
fcis-15114	3	129	-	-	SYM
fcis-15114	3	130	3	3	NUM
fcis-15114	3	131	years	year	NOUN
fcis-15114	3	132	of	of	ADP
fcis-15114	3	133	experience	experience	NOUN
fcis-15114	3	134	.	.	PUNCT
fcis-15114	4	1	the	the	DET
fcis-15114	4	2	basic	basic	ADJ
fcis-15114	4	3	requirement	requirement	NOUN
fcis-15114	4	4	for	for	ADP
fcis-15114	4	5	the	the	DET
fcis-15114	4	6	majority	majority	NOUN
fcis-15114	4	7	of	of	ADP
fcis-15114	4	8	jobs	job	NOUN
fcis-15114	4	9	is	be	AUX
fcis-15114	4	10	a	a	DET
fcis-15114	4	11	college	college	NOUN
fcis-15114	4	12	degree	degree	NOUN
fcis-15114	4	13	.	.	PUNCT
fcis-15114	5	1	the	the	DET
fcis-15114	5	2	director	director	NOUN
fcis-15114	5	3	of	of	ADP
fcis-15114	5	4	operations	operation	NOUN
fcis-15114	5	5	and	and	CCONJ
fcis-15114	5	6	director	director	NOUN
fcis-15114	5	7	of	of	ADP
fcis-15114	5	8	network	network	NOUN
fcis-15114	5	9	operations	operation	NOUN
fcis-15114	5	10	focus	focus	VERB
fcis-15114	5	11	on	on	ADP
fcis-15114	5	12	e	e	NOUN
fcis-15114	5	13	-	-	NOUN
fcis-15114	5	14	commerce	commerce	NOUN
fcis-15114	5	15	operations	operation	NOUN
fcis-15114	5	16	and	and	CCONJ
fcis-15114	5	17	management	management	NOUN
fcis-15114	5	18	,	,	PUNCT
fcis-15114	5	19	the	the	DET
fcis-15114	5	20	network	network	NOUN
fcis-15114	5	21	promotion	promotion	NOUN
fcis-15114	5	22	specialist	specialist	NOUN
fcis-15114	5	23	focuses	focus	VERB
fcis-15114	5	24	on	on	ADP
fcis-15114	5	25	e	e	NOUN
fcis-15114	5	26	-	-	NOUN
fcis-15114	5	27	commerce	commerce	NOUN
fcis-15114	5	28	advertising	advertising	NOUN
fcis-15114	5	29	and	and	CCONJ
fcis-15114	5	30	product	product	NOUN
fcis-15114	5	31	promotion	promotion	NOUN
fcis-15114	5	32	,	,	PUNCT
fcis-15114	5	33	the	the	DET
fcis-15114	5	34	data	data	NOUN
fcis-15114	5	35	analyst	analyst	NOUN
fcis-15114	5	36	and	and	CCONJ
fcis-15114	5	37	market	market	NOUN
fcis-15114	5	38	analyst	analyst	NOUN
fcis-15114	5	39	focus	focus	VERB
fcis-15114	5	40	on	on	ADP
fcis-15114	5	41	data	datum	NOUN
fcis-15114	5	42	analysis	analysis	NOUN
fcis-15114	5	43	and	and	CCONJ
fcis-15114	5	44	market	market	NOUN
fcis-15114	5	45	research	research	NOUN
fcis-15114	5	46	,	,	PUNCT
fcis-15114	5	47	and	and	CCONJ
fcis-15114	5	48	the	the	DET
fcis-15114	5	49	sales	sale	NOUN
fcis-15114	5	50	representative	representative	NOUN
fcis-15114	5	51	focuses	focus	VERB
fcis-15114	5	52	on	on	ADP
fcis-15114	5	53	sales	sale	NOUN
fcis-15114	5	54	.	.	PUNCT
fcis-15114	6	1	there	there	PRON
fcis-15114	6	2	is	be	VERB
fcis-15114	6	3	a	a	DET
fcis-15114	6	4	correlation	correlation	NOUN
fcis-15114	6	5	between	between	ADP
fcis-15114	6	6	the	the	DET
fcis-15114	6	7	salary	salary	NOUN
fcis-15114	6	8	of	of	ADP
fcis-15114	6	9	the	the	DET
fcis-15114	6	10	positions	position	NOUN
fcis-15114	6	11	and	and	CCONJ
fcis-15114	6	12	education	education	NOUN
fcis-15114	6	13	,	,	PUNCT
fcis-15114	6	14	experience	experience	NOUN
fcis-15114	6	15	and	and	CCONJ
fcis-15114	6	16	region	region	NOUN
fcis-15114	6	17	;	;	PUNCT
fcis-15114	6	18	the	the	PRON
fcis-15114	6	19	higher	high	ADJ
fcis-15114	6	20	the	the	DET
fcis-15114	6	21	education	education	NOUN
fcis-15114	6	22	,	,	PUNCT
fcis-15114	6	23	the	the	DET
fcis-15114	6	24	more	more	ADJ
fcis-15114	6	25	experience	experience	NOUN
fcis-15114	6	26	and	and	CCONJ
fcis-15114	6	27	the	the	PRON
fcis-15114	6	28	higher	high	ADJ
fcis-15114	6	29	the	the	DET
fcis-15114	6	30	level	level	NOUN
fcis-15114	6	31	of	of	ADP
fcis-15114	6	32	regional	regional	ADJ
fcis-15114	6	33	development	development	NOUN
fcis-15114	6	34	,	,	PUNCT
fcis-15114	6	35	the	the	PRON
fcis-15114	6	36	higher	high	ADJ
fcis-15114	6	37	the	the	DET
fcis-15114	6	38	salary	salary	NOUN
fcis-15114	6	39	level	level	NOUN
fcis-15114	6	40	.	.	PUNCT
fcis-15114	7	1	keywords	keyword	NOUN
fcis-15114	7	2	:	:	PUNCT
fcis-15114	7	3	lda	lda	VERB
fcis-15114	7	4	topic	topic	NOUN
fcis-15114	7	5	model	model	NOUN
fcis-15114	7	6	;	;	PUNCT
fcis-15114	7	7	text	text	NOUN
fcis-15114	7	8	mining	mining	NOUN
fcis-15114	7	9	;	;	PUNCT
fcis-15114	7	10	talent	talent	NOUN
fcis-15114	7	11	demand	demand	NOUN
fcis-15114	7	12	analysis	analysis	NOUN
fcis-15114	7	13	;	;	PUNCT
fcis-15114	7	14	text	text	NOUN
fcis-15114	7	15	similarity	similarity	NOUN
fcis-15114	7	16	.	.	PUNCT
fcis-15114	8	1	1	1	X
fcis-15114	8	2	.	.	X
fcis-15114	8	3	introduction	introduction	NOUN
fcis-15114	8	4	the	the	DET
fcis-15114	8	5	employment	employment	NOUN
fcis-15114	8	6	issue	issue	NOUN
fcis-15114	8	7	has	have	AUX
fcis-15114	8	8	always	always	ADV
fcis-15114	8	9	been	be	AUX
fcis-15114	8	10	one	one	NUM
fcis-15114	8	11	of	of	ADP
fcis-15114	8	12	the	the	DET
fcis-15114	8	13	most	most	ADV
fcis-15114	8	14	concerning	concerning	ADJ
fcis-15114	8	15	issues	issue	NOUN
fcis-15114	8	16	for	for	ADP
fcis-15114	8	17	the	the	DET
fcis-15114	8	18	country	country	NOUN
fcis-15114	8	19	and	and	CCONJ
fcis-15114	8	20	the	the	DET
fcis-15114	8	21	people	people	NOUN
fcis-15114	8	22	.	.	PUNCT
fcis-15114	9	1	with	with	ADP
fcis-15114	9	2	the	the	DET
fcis-15114	9	3	popularity	popularity	NOUN
fcis-15114	9	4	of	of	ADP
fcis-15114	9	5	big	big	ADJ
fcis-15114	9	6	data	datum	NOUN
fcis-15114	9	7	,	,	PUNCT
fcis-15114	9	8	the	the	DET
fcis-15114	9	9	massive	massive	ADJ
fcis-15114	9	10	data	datum	NOUN
fcis-15114	9	11	on	on	ADP
fcis-15114	9	12	the	the	DET
fcis-15114	9	13	internet	internet	NOUN
fcis-15114	9	14	lacks	lack	NOUN
fcis-15114	9	15	of	of	ADP
fcis-15114	9	16	sufficient	sufficient	ADJ
fcis-15114	9	17	talents	talent	NOUN
fcis-15114	9	18	to	to	PART
fcis-15114	9	19	turn	turn	VERB
fcis-15114	9	20	it	it	PRON
fcis-15114	9	21	into	into	ADP
fcis-15114	9	22	a	a	DET
fcis-15114	9	23	driving	drive	VERB
fcis-15114	9	24	force	force	NOUN
fcis-15114	9	25	for	for	ADP
fcis-15114	9	26	economic	economic	ADJ
fcis-15114	9	27	growth	growth	NOUN
fcis-15114	9	28	,	,	PUNCT
fcis-15114	9	29	resulting	result	VERB
fcis-15114	9	30	in	in	ADP
fcis-15114	9	31	a	a	DET
fcis-15114	9	32	surge	surge	NOUN
fcis-15114	9	33	in	in	ADP
fcis-15114	9	34	demand	demand	NOUN
fcis-15114	9	35	for	for	ADP
fcis-15114	9	36	talents	talent	NOUN
fcis-15114	9	37	in	in	ADP
fcis-15114	9	38	all	all	DET
fcis-15114	9	39	industries	industry	NOUN
fcis-15114	9	40	.	.	PUNCT
fcis-15114	10	1	network	network	NOUN
fcis-15114	10	2	recruitment	recruitment	NOUN
fcis-15114	10	3	has	have	AUX
fcis-15114	10	4	gradually	gradually	ADV
fcis-15114	10	5	replaced	replace	VERB
fcis-15114	10	6	traditional	traditional	ADJ
fcis-15114	10	7	recruitment	recruitment	NOUN
fcis-15114	10	8	methods	method	NOUN
fcis-15114	10	9	due	due	ADP
fcis-15114	10	10	to	to	ADP
fcis-15114	10	11	its	its	PRON
fcis-15114	10	12	advantages	advantage	NOUN
fcis-15114	10	13	of	of	ADP
fcis-15114	10	14	convenient	convenient	ADJ
fcis-15114	10	15	and	and	CCONJ
fcis-15114	10	16	fast	fast	ADJ
fcis-15114	10	17	recruitment	recruitment	NOUN
fcis-15114	10	18	information	information	NOUN
fcis-15114	10	19	release	release	NOUN
fcis-15114	10	20	,	,	PUNCT
fcis-15114	10	21	wide	wide	ADJ
fcis-15114	10	22	information	information	NOUN
fcis-15114	10	23	dissemination	dissemination	NOUN
fcis-15114	10	24	,	,	PUNCT
fcis-15114	10	25	low	low	ADJ
fcis-15114	10	26	cost	cost	NOUN
fcis-15114	10	27	,	,	PUNCT
fcis-15114	10	28	and	and	CCONJ
fcis-15114	10	29	rapid	rapid	ADJ
fcis-15114	10	30	information	information	NOUN
fcis-15114	10	31	update	update	NOUN
fcis-15114	10	32	,	,	PUNCT
fcis-15114	10	33	and	and	CCONJ
fcis-15114	10	34	has	have	AUX
fcis-15114	10	35	become	become	VERB
fcis-15114	10	36	the	the	DET
fcis-15114	10	37	mainstream	mainstream	ADJ
fcis-15114	10	38	way	way	NOUN
fcis-15114	10	39	for	for	SCONJ
fcis-15114	10	40	job	job	NOUN
fcis-15114	10	41	seekers	seeker	NOUN
fcis-15114	10	42	to	to	PART
fcis-15114	10	43	obtain	obtain	VERB
fcis-15114	10	44	job	job	NOUN
fcis-15114	10	45	information	information	NOUN
fcis-15114	10	46	.	.	PUNCT
fcis-15114	11	1	however	however	ADV
fcis-15114	11	2	,	,	PUNCT
fcis-15114	11	3	online	online	ADJ
fcis-15114	11	4	recruitment	recruitment	NOUN
fcis-15114	11	5	also	also	ADV
fcis-15114	11	6	has	have	VERB
fcis-15114	11	7	its	its	PRON
fcis-15114	11	8	problems	problem	NOUN
fcis-15114	11	9	,	,	PUNCT
fcis-15114	11	10	such	such	ADJ
fcis-15114	11	11	as	as	ADP
fcis-15114	11	12	difficulty	difficulty	NOUN
fcis-15114	11	13	for	for	ADP
fcis-15114	11	14	job	job	NOUN
fcis-15114	11	15	seekers	seeker	NOUN
fcis-15114	11	16	to	to	PART
fcis-15114	11	17	accurately	accurately	ADV
fcis-15114	11	18	search	search	VERB
fcis-15114	11	19	for	for	ADP
fcis-15114	11	20	job	job	NOUN
fcis-15114	11	21	information	information	NOUN
fcis-15114	11	22	that	that	PRON
fcis-15114	11	23	meets	meet	VERB
fcis-15114	11	24	their	their	PRON
fcis-15114	11	25	core	core	ADJ
fcis-15114	11	26	competitive	competitive	ADJ
fcis-15114	11	27	advantages	advantage	NOUN
fcis-15114	11	28	,	,	PUNCT
fcis-15114	11	29	ideal	ideal	ADJ
fcis-15114	11	30	salary	salary	NOUN
fcis-15114	11	31	,	,	PUNCT
fcis-15114	11	32	or	or	CCONJ
fcis-15114	11	33	work	work	NOUN
fcis-15114	11	34	,	,	PUNCT
fcis-15114	11	35	low	low	ADJ
fcis-15114	11	36	authenticity	authenticity	NOUN
fcis-15114	11	37	of	of	ADP
fcis-15114	11	38	recruitment	recruitment	NOUN
fcis-15114	11	39	information	information	NOUN
fcis-15114	11	40	,	,	PUNCT
fcis-15114	11	41	poor	poor	ADJ
fcis-15114	11	42	information	information	NOUN
fcis-15114	11	43	confidentiality	confidentiality	NOUN
fcis-15114	11	44	,	,	PUNCT
fcis-15114	11	45	and	and	CCONJ
fcis-15114	11	46	imperfect	imperfect	ADJ
fcis-15114	11	47	service	service	NOUN
fcis-15114	11	48	systems	system	NOUN
fcis-15114	11	49	of	of	ADP
fcis-15114	11	50	recruitment	recruitment	NOUN
fcis-15114	11	51	websites	website	NOUN
fcis-15114	11	52	.	.	PUNCT
fcis-15114	12	1	however	however	ADV
fcis-15114	12	2	,	,	PUNCT
fcis-15114	12	3	online	online	ADJ
fcis-15114	12	4	recruitment	recruitment	NOUN
fcis-15114	12	5	also	also	ADV
fcis-15114	12	6	has	have	VERB
fcis-15114	12	7	some	some	DET
fcis-15114	12	8	problems	problem	NOUN
fcis-15114	12	9	,	,	PUNCT
fcis-15114	12	10	such	such	ADJ
fcis-15114	12	11	as	as	ADP
fcis-15114	12	12	job	job	NOUN
fcis-15114	12	13	seekers	seeker	NOUN
fcis-15114	12	14	’	'	PUNCT
fcis-15114	12	15	difficulty	difficulty	NOUN
fcis-15114	12	16	in	in	ADP
fcis-15114	12	17	accurately	accurately	ADV
fcis-15114	12	18	searching	search	VERB
fcis-15114	12	19	for	for	ADP
fcis-15114	12	20	job	job	NOUN
fcis-15114	12	21	information	information	NOUN
fcis-15114	12	22	that	that	PRON
fcis-15114	12	23	suits	suit	VERB
fcis-15114	12	24	their	their	PRON
fcis-15114	12	25	core	core	ADJ
fcis-15114	12	26	competitive	competitive	ADJ
fcis-15114	12	27	advantages	advantage	NOUN
fcis-15114	12	28	,	,	PUNCT
fcis-15114	12	29	ideal	ideal	ADJ
fcis-15114	12	30	salary	salary	NOUN
fcis-15114	12	31	or	or	CCONJ
fcis-15114	12	32	job	job	NOUN
fcis-15114	12	33	requirements	requirement	NOUN
fcis-15114	12	34	,	,	PUNCT
fcis-15114	12	35	low	low	ADJ
fcis-15114	12	36	authenticity	authenticity	NOUN
fcis-15114	12	37	of	of	ADP
fcis-15114	12	38	recruitment	recruitment	NOUN
fcis-15114	12	39	information	information	NOUN
fcis-15114	12	40	,	,	PUNCT
fcis-15114	12	41	poor	poor	ADJ
fcis-15114	12	42	information	information	NOUN
fcis-15114	12	43	confidentiality	confidentiality	NOUN
fcis-15114	12	44	,	,	PUNCT
fcis-15114	12	45	and	and	CCONJ
fcis-15114	12	46	imperfect	imperfect	ADJ
fcis-15114	12	47	service	service	NOUN
fcis-15114	12	48	systems	system	NOUN
fcis-15114	12	49	of	of	ADP
fcis-15114	12	50	recruitment	recruitment	NOUN
fcis-15114	12	51	websites[1	websites[1	NOUN
fcis-15114	12	52	]	]	PUNCT
fcis-15114	12	53	.	.	PUNCT
fcis-15114	13	1	in	in	ADP
fcis-15114	13	2	recent	recent	ADJ
fcis-15114	13	3	years	year	NOUN
fcis-15114	13	4	,	,	PUNCT
fcis-15114	13	5	text	text	NOUN
fcis-15114	13	6	classification	classification	NOUN
fcis-15114	13	7	algorithms	algorithm	NOUN
fcis-15114	13	8	have	have	AUX
fcis-15114	13	9	become	become	VERB
fcis-15114	13	10	one	one	NUM
fcis-15114	13	11	of	of	ADP
fcis-15114	13	12	the	the	DET
fcis-15114	13	13	key	key	ADJ
fcis-15114	13	14	technologies	technology	NOUN
fcis-15114	13	15	for	for	ADP
fcis-15114	13	16	processing	process	VERB
fcis-15114	13	17	massive	massive	ADJ
fcis-15114	13	18	data	datum	NOUN
fcis-15114	13	19	[	[	X
fcis-15114	13	20	3	3	NUM
fcis-15114	13	21	]	]	PUNCT
fcis-15114	13	22	.	.	PUNCT
fcis-15114	14	1	in	in	ADP
fcis-15114	14	2	response	response	NOUN
fcis-15114	14	3	to	to	ADP
fcis-15114	14	4	the	the	DET
fcis-15114	14	5	above	above	ADJ
fcis-15114	14	6	problems	problem	NOUN
fcis-15114	14	7	,	,	PUNCT
fcis-15114	14	8	this	this	DET
fcis-15114	14	9	article	article	NOUN
fcis-15114	14	10	obtains	obtain	VERB
fcis-15114	14	11	the	the	DET
fcis-15114	14	12	demand	demand	NOUN
fcis-15114	14	13	for	for	ADP
fcis-15114	14	14	job	job	NOUN
fcis-15114	14	15	talents	talent	NOUN
fcis-15114	14	16	through	through	ADP
fcis-15114	14	17	text	text	NOUN
fcis-15114	14	18	mining	mining	NOUN
fcis-15114	14	19	,	,	PUNCT
fcis-15114	14	20	which	which	PRON
fcis-15114	14	21	helps	help	VERB
fcis-15114	14	22	to	to	PART
fcis-15114	14	23	promote	promote	VERB
fcis-15114	14	24	the	the	DET
fcis-15114	14	25	development	development	NOUN
fcis-15114	14	26	of	of	ADP
fcis-15114	14	27	the	the	DET
fcis-15114	14	28	e	e	PROPN
fcis-15114	14	29	-	-	PROPN
fcis-15114	14	30	commerce	commerce	NOUN
fcis-15114	14	31	employment	employment	NOUN
fcis-15114	14	32	environment	environment	NOUN
fcis-15114	14	33	[	[	X
fcis-15114	14	34	4	4	NUM
fcis-15114	14	35	]	]	PUNCT
fcis-15114	14	36	.	.	PUNCT
fcis-15114	15	1	this	this	DET
fcis-15114	15	2	article	article	NOUN
fcis-15114	15	3	conducts	conduct	VERB
fcis-15114	15	4	descriptive	descriptive	ADJ
fcis-15114	15	5	statistical	statistical	ADJ
fcis-15114	15	6	analysis	analysis	NOUN
fcis-15114	15	7	on	on	ADP
fcis-15114	15	8	the	the	DET
fcis-15114	15	9	information	information	NOUN
fcis-15114	15	10	of	of	ADP
fcis-15114	15	11	recruitment	recruitment	NOUN
fcis-15114	15	12	positions	position	NOUN
fcis-15114	15	13	and	and	CCONJ
fcis-15114	15	14	draws	draw	VERB
fcis-15114	15	15	visual	visual	ADJ
fcis-15114	15	16	graphics	graphic	NOUN
fcis-15114	15	17	,	,	PUNCT
fcis-15114	15	18	and	and	CCONJ
fcis-15114	15	19	then	then	ADV
fcis-15114	15	20	conducts	conduct	VERB
fcis-15114	15	21	data	datum	NOUN
fcis-15114	15	22	visualization	visualization	NOUN
fcis-15114	15	23	analysis	analysis	NOUN
fcis-15114	15	24	on	on	ADP
fcis-15114	15	25	the	the	DET
fcis-15114	15	26	relationship	relationship	NOUN
fcis-15114	15	27	between	between	ADP
fcis-15114	15	28	various	various	ADJ
fcis-15114	15	29	characteristics	characteristic	NOUN
fcis-15114	15	30	and	and	CCONJ
fcis-15114	15	31	salaries	salary	NOUN
fcis-15114	15	32	from	from	ADP
fcis-15114	15	33	the	the	DET
fcis-15114	15	34	urban	urban	ADJ
fcis-15114	15	35	distribution	distribution	NOUN
fcis-15114	15	36	of	of	ADP
fcis-15114	15	37	required	required	ADJ
fcis-15114	15	38	positions	position	NOUN
fcis-15114	15	39	,	,	PUNCT
fcis-15114	15	40	experience	experience	NOUN
fcis-15114	15	41	and	and	CCONJ
fcis-15114	15	42	education	education	NOUN
fcis-15114	15	43	requirements	requirement	NOUN
fcis-15114	15	44	,	,	PUNCT
fcis-15114	15	45	etc	etc	X
fcis-15114	15	46	.	.	X
fcis-15114	16	1	it	it	PRON
fcis-15114	16	2	also	also	ADV
fcis-15114	16	3	conducts	conduct	VERB
fcis-15114	16	4	word	word	NOUN
fcis-15114	16	5	cloud	cloud	NOUN
fcis-15114	16	6	visualization	visualization	NOUN
fcis-15114	16	7	operations	operation	NOUN
fcis-15114	16	8	on	on	ADP
fcis-15114	16	9	processed	process	VERB
fcis-15114	16	10	text	text	NOUN
fcis-15114	16	11	information	information	NOUN
fcis-15114	16	12	to	to	PART
fcis-15114	16	13	compare	compare	VERB
fcis-15114	16	14	the	the	DET
fcis-15114	16	15	differences	difference	NOUN
fcis-15114	16	16	in	in	ADP
fcis-15114	16	17	ability	ability	NOUN
fcis-15114	16	18	requirements	requirement	NOUN
fcis-15114	16	19	between	between	ADP
fcis-15114	16	20	various	various	ADJ
fcis-15114	16	21	industries	industry	NOUN
fcis-15114	16	22	.	.	PUNCT
fcis-15114	17	1	an	an	DET
fcis-15114	17	2	lda	lda	PROPN
fcis-15114	17	3	topic	topic	NOUN
fcis-15114	17	4	model	model	NOUN
fcis-15114	17	5	for	for	ADP
fcis-15114	17	6	job	job	NOUN
fcis-15114	17	7	competency	competency	NOUN
fcis-15114	17	8	requirements	requirement	NOUN
fcis-15114	17	9	was	be	AUX
fcis-15114	17	10	established	establish	VERB
fcis-15114	17	11	based	base	VERB
fcis-15114	17	12	on	on	ADP
fcis-15114	17	13	tf	tf	PROPN
fcis-15114	17	14	-	-	PUNCT
fcis-15114	17	15	idf	idf	PROPN
fcis-15114	17	16	,	,	PUNCT
fcis-15114	17	17	and	and	CCONJ
fcis-15114	17	18	the	the	DET
fcis-15114	17	19	similarity	similarity	NOUN
fcis-15114	17	20	of	of	ADP
fcis-15114	17	21	the	the	DET
fcis-15114	17	22	word	word	NOUN
fcis-15114	17	23	segmentation	segmentation	NOUN
fcis-15114	17	24	results	result	VERB
fcis-15114	17	25	for	for	ADP
fcis-15114	17	26	professional	professional	ADJ
fcis-15114	17	27	talent	talent	NOUN
fcis-15114	17	28	requirements	requirement	NOUN
fcis-15114	17	29	was	be	AUX
fcis-15114	17	30	calculated	calculate	VERB
fcis-15114	17	31	.	.	PUNCT
fcis-15114	18	1	finally	finally	ADV
fcis-15114	18	2	,	,	PUNCT
fcis-15114	18	3	determine	determine	VERB
fcis-15114	18	4	the	the	DET
fcis-15114	18	5	optimal	optimal	ADJ
fcis-15114	18	6	number	number	NOUN
fcis-15114	18	7	of	of	ADP
fcis-15114	18	8	topics	topic	NOUN
fcis-15114	18	9	and	and	CCONJ
fcis-15114	18	10	output	output	VERB
fcis-15114	18	11	the	the	DET
fcis-15114	18	12	visualization	visualization	NOUN
fcis-15114	18	13	results	result	NOUN
fcis-15114	18	14	of	of	ADP
fcis-15114	18	15	the	the	DET
fcis-15114	18	16	lda	lda	PROPN
fcis-15114	18	17	topic	topic	NOUN
fcis-15114	18	18	model	model	NOUN
fcis-15114	18	19	.	.	PUNCT
fcis-15114	19	1	2	2	X
fcis-15114	19	2	.	.	NOUN
fcis-15114	19	3	relative	relative	ADJ
fcis-15114	19	4	work	work	NOUN
fcis-15114	19	5	text	text	NOUN
fcis-15114	19	6	mining	mining	NOUN
fcis-15114	19	7	was	be	AUX
fcis-15114	19	8	first	first	ADV
fcis-15114	19	9	proposed	propose	VERB
fcis-15114	19	10	by	by	ADP
fcis-15114	19	11	mete	mete	ADJ
fcis-15114	19	12	et	et	NOUN
fcis-15114	19	13	al.[5	al.[5	PROPN
fcis-15114	19	14	]	]	PUNCT
fcis-15114	19	15	during	during	ADP
fcis-15114	19	16	the	the	DET
fcis-15114	19	17	research	research	NOUN
fcis-15114	19	18	of	of	ADP
fcis-15114	19	19	knowledge	knowledge	NOUN
fcis-15114	19	20	discovery	discovery	NOUN
fcis-15114	19	21	in	in	ADP
fcis-15114	19	22	text	text	NOUN
fcis-15114	19	23	data	datum	NOUN
fcis-15114	19	24	(	(	PUNCT
fcis-15114	19	25	kdt	kdt	PROPN
fcis-15114	19	26	)	)	PUNCT
fcis-15114	19	27	.	.	PUNCT
fcis-15114	20	1	xu	xu	PROPN
fcis-15114	20	2	et	et	PROPN
fcis-15114	21	1	al	al	PROPN
fcis-15114	21	2	.	.	PUNCT
fcis-15114	22	1	[	[	X
fcis-15114	22	2	6	6	NUM
fcis-15114	22	3	]	]	PUNCT
fcis-15114	22	4	conducted	conduct	VERB
fcis-15114	22	5	text	text	NOUN
fcis-15114	22	6	mining	mining	NOUN
fcis-15114	22	7	on	on	ADP
fcis-15114	22	8	product	product	NOUN
fcis-15114	22	9	reviews	review	NOUN
fcis-15114	22	10	on	on	ADP
fcis-15114	22	11	e	e	NOUN
fcis-15114	22	12	-	-	NOUN
fcis-15114	22	13	commerce	commerce	NOUN
fcis-15114	22	14	websites	website	NOUN
fcis-15114	22	15	,	,	PUNCT
fcis-15114	22	16	categorizing	categorize	VERB
fcis-15114	22	17	text	text	NOUN
fcis-15114	22	18	information	information	NOUN
fcis-15114	22	19	into	into	ADP
fcis-15114	22	20	negative	negative	ADJ
fcis-15114	22	21	and	and	CCONJ
fcis-15114	22	22	positive	positive	ADJ
fcis-15114	22	23	,	,	PUNCT
fcis-15114	22	24	and	and	CCONJ
fcis-15114	22	25	calculating	calculate	VERB
fcis-15114	22	26	trust	trust	NOUN
fcis-15114	22	27	values	value	NOUN
fcis-15114	22	28	using	use	VERB
fcis-15114	22	29	d	d	PROPN
fcis-15114	22	30	-	-	PUNCT
fcis-15114	22	31	s	s	PART
fcis-15114	22	32	evidence	evidence	NOUN
fcis-15114	22	33	theory	theory	NOUN
fcis-15114	22	34	to	to	PART
fcis-15114	22	35	help	help	VERB
fcis-15114	22	36	consumers	consumer	NOUN
fcis-15114	22	37	choose	choose	VERB
fcis-15114	22	38	better	well	ADJ
fcis-15114	22	39	products	product	NOUN
fcis-15114	22	40	.	.	PUNCT
fcis-15114	23	1	cavique	cavique	ADJ
fcis-15114	23	2	et	et	NOUN
fcis-15114	23	3	al.[6	al.[6	PROPN
fcis-15114	23	4	]	]	PUNCT
fcis-15114	23	5	used	use	VERB
fcis-15114	23	6	airbnb	airbnb	PROPN
fcis-15114	23	7	customer	customer	NOUN
fcis-15114	23	8	reviews	review	NOUN
fcis-15114	23	9	in	in	ADP
fcis-15114	23	10	lisbon	lisbon	PROPN
fcis-15114	23	11	as	as	ADP
fcis-15114	23	12	an	an	DET
fcis-15114	23	13	example	example	NOUN
fcis-15114	23	14	,	,	PUNCT
fcis-15114	23	15	conducting	conduct	VERB
fcis-15114	23	16	text	text	NOUN
fcis-15114	23	17	mining	mining	NOUN
fcis-15114	23	18	with	with	ADP
fcis-15114	23	19	three	three	NUM
fcis-15114	23	20	main	main	ADJ
fcis-15114	23	21	themes	theme	NOUN
fcis-15114	23	22	:	:	PUNCT
fcis-15114	23	23	host	host	NOUN
fcis-15114	23	24	services	service	NOUN
fcis-15114	23	25	,	,	PUNCT
fcis-15114	23	26	physical	physical	ADJ
fcis-15114	23	27	factors	factor	NOUN
fcis-15114	23	28	,	,	PUNCT
fcis-15114	23	29	and	and	CCONJ
fcis-15114	23	30	location	location	NOUN
fcis-15114	23	31	.	.	PUNCT
fcis-15114	24	1	spreafico	spreafico	NOUN
fcis-15114	24	2	et	et	PRON
fcis-15114	24	3	al.[8]conducted	al.[8]conducted	ADJ
fcis-15114	24	4	text	text	NOUN
fcis-15114	24	5	mining	mining	NOUN
fcis-15114	24	6	on	on	ADP
fcis-15114	24	7	circular	circular	ADJ
fcis-15114	24	8	economy	economy	NOUN
fcis-15114	24	9	information	information	NOUN
fcis-15114	24	10	incorporated	incorporate	VERB
fcis-15114	24	11	a	a	DET
fcis-15114	24	12	dependency	dependency	NOUN
fcis-15114	24	13	pattern	pattern	NOUN
fcis-15114	24	14	and	and	CCONJ
fcis-15114	24	15	introduced	introduce	VERB
fcis-15114	24	16	triz	triz	NOUN
fcis-15114	24	17	to	to	PART
fcis-15114	24	18	classify	classify	VERB
fcis-15114	24	19	the	the	DET
fcis-15114	24	20	information	information	NOUN
fcis-15114	24	21	during	during	ADP
fcis-15114	24	22	information	information	NOUN
fcis-15114	24	23	analysis	analysis	NOUN
fcis-15114	24	24	.	.	PUNCT
fcis-15114	25	1	orea	orea	PROPN
fcis-15114	25	2	-	-	PUNCT
fcis-15114	25	3	giner	giner	NOUN
fcis-15114	25	4	et	et	PROPN
fcis-15114	25	5	al.[9	al.[9	PROPN
fcis-15114	25	6	]	]	PUNCT
fcis-15114	25	7	conducted	conduct	VERB
fcis-15114	25	8	text	text	NOUN
fcis-15114	25	9	mining	mining	NOUN
fcis-15114	25	10	on	on	ADP
fcis-15114	25	11	tripadvisor	tripadvisor	NOUN
fcis-15114	25	12	's	's	PART
fcis-15114	25	13	review	review	NOUN
fcis-15114	25	14	data	datum	NOUN
fcis-15114	25	15	and	and	CCONJ
fcis-15114	25	16	made	make	VERB
fcis-15114	25	17	the	the	DET
fcis-15114	25	18	results	result	NOUN
fcis-15114	25	19	better	well	ADV
fcis-15114	25	20	by	by	ADP
fcis-15114	25	21	quantifying	quantify	VERB
fcis-15114	25	22	the	the	DET
fcis-15114	25	23	relationship	relationship	NOUN
fcis-15114	25	24	between	between	ADP
fcis-15114	25	25	data	datum	NOUN
fcis-15114	25	26	and	and	CCONJ
fcis-15114	25	27	considering	consider	VERB
fcis-15114	25	28	the	the	DET
fcis-15114	25	29	emotional	emotional	ADJ
fcis-15114	25	30	connection	connection	NOUN
fcis-15114	25	31	between	between	ADP
fcis-15114	25	32	robots	robot	NOUN
fcis-15114	25	33	and	and	CCONJ
fcis-15114	25	34	guests	guest	NOUN
fcis-15114	25	35	.	.	PUNCT
fcis-15114	26	1	manikandan	manikandan	PROPN
fcis-15114	26	2	et	et	PROPN
fcis-15114	26	3	al.[10	al.[10	PROPN
fcis-15114	26	4	]	]	PUNCT
fcis-15114	26	5	conducted	conduct	VERB
fcis-15114	26	6	text	text	NOUN
fcis-15114	26	7	mining	mining	NOUN
fcis-15114	26	8	on	on	ADP
fcis-15114	26	9	the	the	DET
fcis-15114	26	10	treatment	treatment	NOUN
fcis-15114	26	11	of	of	ADP
fcis-15114	26	12	bipolar	bipolar	ADJ
fcis-15114	26	13	disorder	disorder	NOUN
fcis-15114	26	14	and	and	CCONJ
fcis-15114	26	15	repositioned	reposition	VERB
fcis-15114	26	16	the	the	DET
fcis-15114	26	17	drug	drug	NOUN
fcis-15114	26	18	ketamine	ketamine	NOUN
fcis-15114	26	19	by	by	ADP
fcis-15114	26	20	combining	combine	VERB
fcis-15114	26	21	gene	gene	NOUN
fcis-15114	26	22	expression	expression	NOUN
fcis-15114	26	23	data	datum	NOUN
fcis-15114	26	24	,	,	PUNCT
fcis-15114	26	25	providing	provide	VERB
fcis-15114	26	26	a	a	DET
fcis-15114	26	27	new	new	ADJ
fcis-15114	26	28	approach	approach	NOUN
fcis-15114	26	29	for	for	ADP
fcis-15114	26	30	treating	treat	VERB
fcis-15114	26	31	bipolar	bipolar	ADJ
fcis-15114	26	32	disorder	disorder	NOUN
fcis-15114	26	33	.	.	PUNCT
fcis-15114	27	1	waghmare	waghmare	VERB
fcis-15114	27	2	et	et	PROPN
fcis-15114	27	3	al.[11	al.[11	PROPN
fcis-15114	27	4	]	]	PUNCT
fcis-15114	27	5	conducted	conduct	VERB
fcis-15114	27	6	text	text	NOUN
fcis-15114	27	7	mining	mining	NOUN
fcis-15114	27	8	on	on	ADP
fcis-15114	27	9	articles	article	NOUN
fcis-15114	27	10	from	from	ADP
fcis-15114	27	11	library	library	NOUN
fcis-15114	27	12	and	and	CCONJ
fcis-15114	27	13	information	information	NOUN
fcis-15114	27	14	journals	journal	NOUN
fcis-15114	27	15	over	over	ADP
fcis-15114	27	16	the	the	DET
fcis-15114	27	17	past	past	ADJ
fcis-15114	27	18	decade	decade	NOUN
fcis-15114	27	19	and	and	CCONJ
fcis-15114	27	20	combined	combined	ADJ
fcis-15114	27	21	word	word	NOUN
fcis-15114	27	22	40	40	NUM
fcis-15114	27	23	cloud	cloud	NOUN
fcis-15114	27	24	analysis	analysis	NOUN
fcis-15114	27	25	to	to	PART
fcis-15114	27	26	conduct	conduct	VERB
fcis-15114	27	27	a	a	DET
fcis-15114	27	28	comparative	comparative	ADJ
fcis-15114	27	29	analysis	analysis	NOUN
fcis-15114	27	30	of	of	ADP
fcis-15114	27	31	the	the	DET
fcis-15114	27	32	themes	theme	NOUN
fcis-15114	27	33	of	of	ADP
fcis-15114	27	34	different	different	ADJ
fcis-15114	27	35	journals	journal	NOUN
fcis-15114	27	36	.	.	PUNCT
fcis-15114	28	1	in	in	ADP
fcis-15114	28	2	recent	recent	ADJ
fcis-15114	28	3	years	year	NOUN
fcis-15114	28	4	,	,	PUNCT
fcis-15114	28	5	more	more	ADJ
fcis-15114	28	6	and	and	CCONJ
fcis-15114	28	7	more	more	ADJ
fcis-15114	28	8	scholars	scholar	NOUN
fcis-15114	28	9	have	have	AUX
fcis-15114	28	10	made	make	VERB
fcis-15114	28	11	improvements	improvement	NOUN
fcis-15114	28	12	and	and	CCONJ
fcis-15114	28	13	innovations	innovation	NOUN
fcis-15114	28	14	in	in	ADP
fcis-15114	28	15	algorithms	algorithm	NOUN
fcis-15114	28	16	or	or	CCONJ
fcis-15114	28	17	research	research	NOUN
fcis-15114	28	18	ideas	idea	NOUN
fcis-15114	28	19	on	on	ADP
fcis-15114	28	20	the	the	DET
fcis-15114	28	21	basis	basis	NOUN
fcis-15114	28	22	of	of	ADP
fcis-15114	28	23	previous	previous	ADJ
fcis-15114	28	24	text	text	NOUN
fcis-15114	28	25	mining	mining	NOUN
fcis-15114	28	26	and	and	CCONJ
fcis-15114	28	27	analysis	analysis	NOUN
fcis-15114	28	28	.	.	PUNCT
fcis-15114	29	1	shuang	shuang	PROPN
fcis-15114	29	2	li	li	PROPN
fcis-15114	29	3	et	et	PROPN
fcis-15114	29	4	al	al	PROPN
fcis-15114	29	5	.	.	PUNCT
fcis-15114	30	1	[	[	X
fcis-15114	30	2	12	12	NUM
fcis-15114	30	3	]	]	PUNCT
fcis-15114	30	4	creatively	creatively	ADV
fcis-15114	30	5	proposed	propose	VERB
fcis-15114	30	6	an	an	DET
fcis-15114	30	7	effective	effective	ADJ
fcis-15114	30	8	method	method	NOUN
fcis-15114	30	9	combining	combine	VERB
fcis-15114	30	10	text	text	NOUN
fcis-15114	30	11	mining	mining	NOUN
fcis-15114	30	12	,	,	PUNCT
fcis-15114	30	13	association	association	NOUN
fcis-15114	30	14	rule	rule	NOUN
fcis-15114	30	15	mining	mining	NOUN
fcis-15114	30	16	and	and	CCONJ
fcis-15114	30	17	bayesian	bayesian	NOUN
fcis-15114	30	18	network	network	NOUN
fcis-15114	30	19	to	to	AUX
fcis-15114	30	20	deeply	deeply	ADV
fcis-15114	30	21	mine	mine	VERB
fcis-15114	30	22	and	and	CCONJ
fcis-15114	30	23	use	use	VERB
fcis-15114	30	24	the	the	DET
fcis-15114	30	25	massive	massive	ADJ
fcis-15114	30	26	coal	coal	NOUN
fcis-15114	30	27	mine	mine	NOUN
fcis-15114	30	28	safety	safety	NOUN
fcis-15114	30	29	accident	accident	NOUN
fcis-15114	30	30	case	case	NOUN
fcis-15114	30	31	text	text	NOUN
fcis-15114	30	32	data	datum	NOUN
fcis-15114	30	33	,	,	PUNCT
fcis-15114	30	34	so	so	SCONJ
fcis-15114	30	35	as	as	SCONJ
fcis-15114	30	36	to	to	PART
fcis-15114	30	37	achieve	achieve	VERB
fcis-15114	30	38	effective	effective	ADJ
fcis-15114	30	39	identification	identification	NOUN
fcis-15114	30	40	of	of	ADP
fcis-15114	30	41	coal	coal	NOUN
fcis-15114	30	42	mine	mine	NOUN
fcis-15114	30	43	safety	safety	NOUN
fcis-15114	30	44	risk	risk	NOUN
fcis-15114	30	45	factors	factor	NOUN
fcis-15114	30	46	and	and	CCONJ
fcis-15114	30	47	explore	explore	VERB
fcis-15114	30	48	the	the	DET
fcis-15114	30	49	mechanism	mechanism	NOUN
fcis-15114	30	50	of	of	ADP
fcis-15114	30	51	interaction	interaction	NOUN
fcis-15114	30	52	between	between	ADP
fcis-15114	30	53	risk	risk	NOUN
fcis-15114	30	54	factors	factor	NOUN
fcis-15114	30	55	and	and	CCONJ
fcis-15114	30	56	their	their	PRON
fcis-15114	30	57	importance	importance	NOUN
fcis-15114	30	58	.	.	PUNCT
fcis-15114	31	1	hui	hui	PROPN
fcis-15114	31	2	xu	xu	INTJ
fcis-15114	31	3	et	et	PROPN
fcis-15114	31	4	al	al	PROPN
fcis-15114	31	5	.	.	PUNCT
fcis-15114	32	1	[	[	X
fcis-15114	32	2	13	13	NUM
fcis-15114	32	3	]	]	PUNCT
fcis-15114	32	4	used	use	VERB
fcis-15114	32	5	deep	deep	ADJ
fcis-15114	32	6	learning	learning	NOUN
fcis-15114	32	7	to	to	PART
fcis-15114	32	8	automatically	automatically	ADV
fcis-15114	32	9	classify	classify	VERB
fcis-15114	32	10	and	and	CCONJ
fcis-15114	32	11	predict	predict	VERB
fcis-15114	32	12	the	the	DET
fcis-15114	32	13	cause	cause	NOUN
fcis-15114	32	14	of	of	ADP
fcis-15114	32	15	accidents	accident	NOUN
fcis-15114	32	16	by	by	ADP
fcis-15114	32	17	the	the	DET
fcis-15114	32	18	textual	textual	ADJ
fcis-15114	32	19	features	feature	NOUN
fcis-15114	32	20	and	and	CCONJ
fcis-15114	32	21	text	text	NOUN
fcis-15114	32	22	mining	mining	NOUN
fcis-15114	32	23	methods	method	NOUN
fcis-15114	32	24	that	that	PRON
fcis-15114	32	25	quickly	quickly	ADV
fcis-15114	32	26	extract	extract	VERB
fcis-15114	32	27	the	the	DET
fcis-15114	32	28	cause	cause	NOUN
fcis-15114	32	29	information	information	NOUN
fcis-15114	32	30	to	to	PART
fcis-15114	32	31	optimize	optimize	VERB
fcis-15114	32	32	accident	accident	NOUN
fcis-15114	32	33	record	record	NOUN
fcis-15114	32	34	analysis	analysis	NOUN
fcis-15114	32	35	.	.	PUNCT
fcis-15114	33	1	aqsa	aqsa	PROPN
fcis-15114	33	2	rehman	rehman	PROPN
fcis-15114	33	3	et	et	PROPN
fcis-15114	33	4	al	al	PROPN
fcis-15114	33	5	.	.	PUNCT
fcis-15114	34	1	[	[	X
fcis-15114	34	2	14	14	NUM
fcis-15114	34	3	]	]	PUNCT
fcis-15114	34	4	adopts	adopt	VERB
fcis-15114	34	5	vader	vader	NOUN
fcis-15114	34	6	to	to	PART
fcis-15114	34	7	analyze	analyze	VERB
fcis-15114	34	8	the	the	DET
fcis-15114	34	9	subjectivity	subjectivity	NOUN
fcis-15114	34	10	and	and	CCONJ
fcis-15114	34	11	polarity	polarity	NOUN
fcis-15114	34	12	score	score	NOUN
fcis-15114	34	13	of	of	ADP
fcis-15114	34	14	tweets	tweet	NOUN
fcis-15114	34	15	,	,	PUNCT
fcis-15114	34	16	a	a	DET
fcis-15114	34	17	topic	topic	NOUN
fcis-15114	34	18	model	model	NOUN
fcis-15114	34	19	was	be	AUX
fcis-15114	34	20	also	also	ADV
fcis-15114	34	21	created	create	VERB
fcis-15114	34	22	using	use	VERB
fcis-15114	34	23	the	the	DET
fcis-15114	34	24	lda	lda	PROPN
fcis-15114	34	25	algorithm	algorithm	NOUN
fcis-15114	34	26	to	to	PART
fcis-15114	34	27	determine	determine	VERB
fcis-15114	34	28	the	the	DET
fcis-15114	34	29	themes	theme	NOUN
fcis-15114	34	30	that	that	PRON
fcis-15114	34	31	were	be	AUX
fcis-15114	34	32	talked	talk	VERB
fcis-15114	34	33	about	about	ADP
fcis-15114	34	34	on	on	ADP
fcis-15114	34	35	twitter	twitter	NOUN
fcis-15114	34	36	the	the	DET
fcis-15114	34	37	most	most	ADV
fcis-15114	34	38	.	.	PUNCT
fcis-15114	35	1	the	the	DET
fcis-15114	35	2	models	model	NOUN
fcis-15114	35	3	have	have	AUX
fcis-15114	35	4	been	be	AUX
fcis-15114	35	5	constructed	construct	VERB
fcis-15114	35	6	and	and	CCONJ
fcis-15114	35	7	evaluated	evaluate	VERB
fcis-15114	35	8	using	use	VERB
fcis-15114	35	9	word2vec	word2vec	PROPN
fcis-15114	35	10	to	to	PART
fcis-15114	35	11	capture	capture	VERB
fcis-15114	35	12	the	the	DET
fcis-15114	35	13	semantic	semantic	ADJ
fcis-15114	35	14	relationships	relationship	NOUN
fcis-15114	35	15	between	between	ADP
fcis-15114	35	16	words	word	NOUN
fcis-15114	35	17	and	and	CCONJ
fcis-15114	35	18	lstm	lstm	NOUN
fcis-15114	35	19	and	and	CCONJ
fcis-15114	35	20	rnn	rnn	VERB
fcis-15114	35	21	sequential	sequential	ADJ
fcis-15114	35	22	model	model	NOUN
fcis-15114	35	23	for	for	ADP
fcis-15114	35	24	sentiment	sentiment	NOUN
fcis-15114	35	25	analysis	analysis	NOUN
fcis-15114	35	26	.	.	PUNCT
fcis-15114	36	1	then	then	ADV
fcis-15114	36	2	,	,	PUNCT
fcis-15114	36	3	with	with	ADP
fcis-15114	36	4	the	the	DET
fcis-15114	36	5	advent	advent	NOUN
fcis-15114	36	6	of	of	ADP
fcis-15114	36	7	the	the	DET
fcis-15114	36	8	internet	internet	NOUN
fcis-15114	36	9	era	era	NOUN
fcis-15114	36	10	,	,	PUNCT
fcis-15114	36	11	a	a	DET
fcis-15114	36	12	large	large	ADJ
fcis-15114	36	13	number	number	NOUN
fcis-15114	36	14	of	of	ADP
fcis-15114	36	15	online	online	ADJ
fcis-15114	36	16	recruitment	recruitment	NOUN
fcis-15114	36	17	information	information	NOUN
fcis-15114	36	18	flooded	flood	VERB
fcis-15114	36	19	the	the	DET
fcis-15114	36	20	internet	internet	NOUN
fcis-15114	36	21	,	,	PUNCT
fcis-15114	36	22	which	which	PRON
fcis-15114	36	23	has	have	AUX
fcis-15114	36	24	attracted	attract	VERB
fcis-15114	36	25	many	many	ADJ
fcis-15114	36	26	scholars	scholar	NOUN
fcis-15114	36	27	to	to	PART
fcis-15114	36	28	discuss	discuss	VERB
fcis-15114	36	29	and	and	CCONJ
fcis-15114	36	30	study	study	VERB
fcis-15114	36	31	.	.	PUNCT
fcis-15114	37	1	he	he	PRON
fcis-15114	37	2	müller	müller	PROPN
fcis-15114	37	3	b	b	PROPN
fcis-15114	37	4	et	et	PROPN
fcis-15114	37	5	al.[15	al.[15	PROPN
fcis-15114	37	6	]	]	PUNCT
fcis-15114	37	7	conducted	conduct	VERB
fcis-15114	37	8	text	text	NOUN
fcis-15114	37	9	-	-	PUNCT
fcis-15114	37	10	mining	mining	NOUN
fcis-15114	37	11	research	research	NOUN
fcis-15114	37	12	on	on	ADP
fcis-15114	37	13	recruitment	recruitment	NOUN
fcis-15114	37	14	data	datum	NOUN
fcis-15114	37	15	and	and	CCONJ
fcis-15114	37	16	combined	combine	VERB
fcis-15114	37	17	it	it	PRON
fcis-15114	37	18	with	with	ADP
fcis-15114	37	19	vertical	vertical	ADJ
fcis-15114	37	20	search	search	NOUN
fcis-15114	37	21	engines	engine	NOUN
fcis-15114	37	22	and	and	CCONJ
fcis-15114	37	23	ontology	ontology	NOUN
fcis-15114	37	24	screening	screen	VERB
fcis-15114	37	25	to	to	PART
fcis-15114	37	26	build	build	VERB
fcis-15114	37	27	a	a	DET
fcis-15114	37	28	job	job	NOUN
fcis-15114	37	29	recommendation	recommendation	NOUN
fcis-15114	37	30	search	search	NOUN
fcis-15114	37	31	engine	engine	NOUN
fcis-15114	37	32	for	for	ADP
fcis-15114	37	33	fresh	fresh	ADJ
fcis-15114	37	34	graduates	graduate	NOUN
fcis-15114	37	35	.	.	PUNCT
fcis-15114	38	1	spada	spada	PROPN
fcis-15114	38	2	i	i	PRON
fcis-15114	39	1	[	[	X
fcis-15114	39	2	16	16	NUM
fcis-15114	39	3	]	]	PUNCT
fcis-15114	39	4	designed	design	VERB
fcis-15114	39	5	an	an	DET
fcis-15114	39	6	analysis	analysis	NOUN
fcis-15114	39	7	system	system	NOUN
fcis-15114	39	8	that	that	PRON
fcis-15114	39	9	can	can	AUX
fcis-15114	39	10	intelligently	intelligently	ADV
fcis-15114	39	11	mine	mine	VERB
fcis-15114	39	12	the	the	DET
fcis-15114	39	13	demand	demand	NOUN
fcis-15114	39	14	for	for	ADP
fcis-15114	39	15	professional	professional	ADJ
fcis-15114	39	16	talents	talent	NOUN
fcis-15114	39	17	using	use	VERB
fcis-15114	39	18	unstructured	unstructured	ADJ
fcis-15114	39	19	data	datum	NOUN
fcis-15114	39	20	by	by	ADP
fcis-15114	39	21	analyzing	analyze	VERB
fcis-15114	39	22	the	the	DET
fcis-15114	39	23	specific	specific	ADJ
fcis-15114	39	24	needs	need	NOUN
fcis-15114	39	25	of	of	ADP
fcis-15114	39	26	e	e	NOUN
fcis-15114	39	27	-	-	NOUN
fcis-15114	39	28	commerce	commerce	NOUN
fcis-15114	39	29	positions	position	NOUN
fcis-15114	39	30	.	.	PUNCT
fcis-15114	40	1	li	li	PROPN
fcis-15114	40	2	j	j	PROPN
fcis-15114	40	3	et	et	PROPN
fcis-15114	40	4	al	al	PROPN
fcis-15114	40	5	.	.	PUNCT
fcis-15114	41	1	[	[	X
fcis-15114	41	2	17	17	NUM
fcis-15114	41	3	]	]	PUNCT
fcis-15114	41	4	used	use	VERB
fcis-15114	41	5	financial	financial	ADJ
fcis-15114	41	6	recruitment	recruitment	NOUN
fcis-15114	41	7	data	datum	NOUN
fcis-15114	41	8	to	to	PART
fcis-15114	41	9	construct	construct	VERB
fcis-15114	41	10	a	a	DET
fcis-15114	41	11	professional	professional	ADJ
fcis-15114	41	12	skill	skill	NOUN
fcis-15114	41	13	dictionary	dictionary	NOUN
fcis-15114	41	14	,	,	PUNCT
fcis-15114	41	15	built	build	VERB
fcis-15114	41	16	a	a	DET
fcis-15114	41	17	network	network	NOUN
fcis-15114	41	18	model	model	NOUN
fcis-15114	41	19	based	base	VERB
fcis-15114	41	20	on	on	ADP
fcis-15114	41	21	job	job	NOUN
fcis-15114	41	22	and	and	CCONJ
fcis-15114	41	23	professional	professional	ADJ
fcis-15114	41	24	skills	skill	NOUN
fcis-15114	41	25	,	,	PUNCT
fcis-15114	41	26	and	and	CCONJ
fcis-15114	41	27	analyzed	analyze	VERB
fcis-15114	41	28	the	the	DET
fcis-15114	41	29	relationship	relationship	NOUN
fcis-15114	41	30	between	between	ADP
fcis-15114	41	31	jobs	job	NOUN
fcis-15114	41	32	and	and	CCONJ
fcis-15114	41	33	professional	professional	ADJ
fcis-15114	41	34	skills	skill	NOUN
fcis-15114	41	35	using	use	VERB
fcis-15114	41	36	complex	complex	ADJ
fcis-15114	41	37	network	network	NOUN
fcis-15114	41	38	tools	tool	NOUN
fcis-15114	41	39	.	.	PUNCT
fcis-15114	42	1	fang	fang	PROPN
fcis-15114	42	2	f	f	X
fcis-15114	42	3	et	et	PROPN
fcis-15114	42	4	al.[18	al.[18	PROPN
fcis-15114	42	5	]	]	PUNCT
fcis-15114	42	6	took	take	VERB
fcis-15114	42	7	the	the	DET
fcis-15114	42	8	recruitment	recruitment	NOUN
fcis-15114	42	9	information	information	NOUN
fcis-15114	42	10	for	for	ADP
fcis-15114	42	11	data	datum	NOUN
fcis-15114	42	12	analysis	analysis	NOUN
fcis-15114	42	13	positions	position	NOUN
fcis-15114	42	14	as	as	ADP
fcis-15114	42	15	an	an	DET
fcis-15114	42	16	example	example	NOUN
fcis-15114	42	17	,	,	PUNCT
fcis-15114	42	18	classified	classify	VERB
fcis-15114	42	19	the	the	DET
fcis-15114	42	20	skills	skill	NOUN
fcis-15114	42	21	requirements	requirement	NOUN
fcis-15114	42	22	in	in	ADP
fcis-15114	42	23	different	different	ADJ
fcis-15114	42	24	regions	region	NOUN
fcis-15114	42	25	,	,	PUNCT
fcis-15114	42	26	and	and	CCONJ
fcis-15114	42	27	combined	combine	VERB
fcis-15114	42	28	the	the	DET
fcis-15114	42	29	clustering	clustering	ADJ
fcis-15114	42	30	results	result	NOUN
fcis-15114	42	31	of	of	ADP
fcis-15114	42	32	ability	ability	NOUN
fcis-15114	42	33	requirements	requirement	NOUN
fcis-15114	42	34	text	text	NOUN
fcis-15114	42	35	with	with	ADP
fcis-15114	42	36	salary	salary	NOUN
fcis-15114	42	37	,	,	PUNCT
fcis-15114	42	38	company	company	NOUN
fcis-15114	42	39	size	size	NOUN
fcis-15114	42	40	,	,	PUNCT
fcis-15114	42	41	and	and	CCONJ
fcis-15114	42	42	other	other	ADJ
fcis-15114	42	43	information	information	NOUN
fcis-15114	42	44	for	for	ADP
fcis-15114	42	45	analysis	analysis	NOUN
fcis-15114	42	46	.	.	PUNCT
fcis-15114	43	1	li	li	PROPN
fcis-15114	43	2	y	y	PROPN
fcis-15114	43	3	et	et	PROPN
fcis-15114	43	4	al.[19	al.[19	NOUN
fcis-15114	43	5	]	]	PUNCT
fcis-15114	43	6	collects	collect	VERB
fcis-15114	43	7	recruitment	recruitment	NOUN
fcis-15114	43	8	information	information	NOUN
fcis-15114	43	9	from	from	ADP
fcis-15114	43	10	recruitment	recruitment	NOUN
fcis-15114	43	11	websites	website	NOUN
fcis-15114	43	12	,	,	PUNCT
fcis-15114	43	13	analyzes	analyze	VERB
fcis-15114	43	14	the	the	DET
fcis-15114	43	15	talent	talent	NOUN
fcis-15114	43	16	needs	need	NOUN
fcis-15114	43	17	of	of	ADP
fcis-15114	43	18	companies	company	NOUN
fcis-15114	43	19	and	and	CCONJ
fcis-15114	43	20	positions	position	NOUN
fcis-15114	43	21	,	,	PUNCT
fcis-15114	43	22	explores	explore	VERB
fcis-15114	43	23	the	the	DET
fcis-15114	43	24	cities	city	NOUN
fcis-15114	43	25	with	with	ADP
fcis-15114	43	26	the	the	DET
fcis-15114	43	27	highest	high	ADJ
fcis-15114	43	28	demand	demand	NOUN
fcis-15114	43	29	for	for	ADP
fcis-15114	43	30	talent	talent	NOUN
fcis-15114	43	31	,	,	PUNCT
fcis-15114	43	32	job	job	NOUN
fcis-15114	43	33	types	type	NOUN
fcis-15114	43	34	,	,	PUNCT
fcis-15114	43	35	and	and	CCONJ
fcis-15114	43	36	career	career	NOUN
fcis-15114	43	37	paths	path	NOUN
fcis-15114	43	38	,	,	PUNCT
fcis-15114	43	39	and	and	CCONJ
fcis-15114	43	40	makes	make	VERB
fcis-15114	43	41	recommendations	recommendation	NOUN
fcis-15114	43	42	for	for	ADP
fcis-15114	43	43	cultivating	cultivate	VERB
fcis-15114	43	44	students	student	NOUN
fcis-15114	43	45	in	in	ADP
fcis-15114	43	46	universities	university	NOUN
fcis-15114	43	47	.	.	PUNCT
fcis-15114	44	1	3	3	X
fcis-15114	44	2	.	.	X
fcis-15114	44	3	data	datum	NOUN
fcis-15114	44	4	presentation	presentation	NOUN
fcis-15114	44	5	and	and	CCONJ
fcis-15114	44	6	statistical	statistical	ADJ
fcis-15114	44	7	analysis	analysis	NOUN
fcis-15114	44	8	3.1	3.1	NUM
fcis-15114	44	9	.	.	PUNCT
fcis-15114	44	10	data	datum	NOUN
fcis-15114	44	11	collection	collection	NOUN
fcis-15114	44	12	and	and	CCONJ
fcis-15114	44	13	cleaning	clean	VERB
fcis-15114	44	14	this	this	DET
fcis-15114	44	15	article	article	NOUN
fcis-15114	44	16	selects	select	VERB
fcis-15114	44	17	the	the	DET
fcis-15114	44	18	recruitment	recruitment	NOUN
fcis-15114	44	19	data	datum	NOUN
fcis-15114	44	20	of	of	ADP
fcis-15114	44	21	the	the	DET
fcis-15114	44	22	e	e	PROPN
fcis-15114	44	23	-	-	NOUN
fcis-15114	44	24	commerce	commerce	NOUN
fcis-15114	44	25	industry	industry	NOUN
fcis-15114	44	26	on	on	ADP
fcis-15114	44	27	mainstream	mainstream	ADJ
fcis-15114	44	28	domestic	domestic	ADJ
fcis-15114	44	29	recruitment	recruitment	NOUN
fcis-15114	44	30	websites	website	NOUN
fcis-15114	44	31	as	as	ADP
fcis-15114	44	32	the	the	DET
fcis-15114	44	33	research	research	NOUN
fcis-15114	44	34	data	datum	NOUN
fcis-15114	44	35	and	and	CCONJ
fcis-15114	44	36	cleans	clean	VERB
fcis-15114	44	37	the	the	DET
fcis-15114	44	38	data	datum	NOUN
fcis-15114	44	39	after	after	ADP
fcis-15114	44	40	crawling	crawl	VERB
fcis-15114	44	41	.	.	PUNCT
fcis-15114	45	1	data	datum	NOUN
fcis-15114	45	2	cleaning	clean	VERB
fcis-15114	45	3	refers	refer	VERB
fcis-15114	45	4	to	to	ADP
fcis-15114	45	5	the	the	DET
fcis-15114	45	6	removal	removal	NOUN
fcis-15114	45	7	,	,	PUNCT
fcis-15114	45	8	filling	filling	NOUN
fcis-15114	45	9	,	,	PUNCT
fcis-15114	45	10	and	and	CCONJ
fcis-15114	45	11	conversion	conversion	NOUN
fcis-15114	45	12	of	of	ADP
fcis-15114	45	13	data	datum	NOUN
fcis-15114	45	14	to	to	PART
fcis-15114	45	15	eliminate	eliminate	VERB
fcis-15114	45	16	useless	useless	ADJ
fcis-15114	45	17	,	,	PUNCT
fcis-15114	45	18	missing	missing	ADJ
fcis-15114	45	19	,	,	PUNCT
fcis-15114	45	20	and	and	CCONJ
fcis-15114	45	21	erroneous	erroneous	ADJ
fcis-15114	45	22	data	datum	NOUN
fcis-15114	45	23	,	,	PUNCT
fcis-15114	45	24	thereby	thereby	ADV
fcis-15114	45	25	improving	improve	VERB
fcis-15114	45	26	the	the	DET
fcis-15114	45	27	quality	quality	NOUN
fcis-15114	45	28	and	and	CCONJ
fcis-15114	45	29	accuracy	accuracy	NOUN
fcis-15114	45	30	of	of	ADP
fcis-15114	45	31	the	the	DET
fcis-15114	45	32	data	datum	NOUN
fcis-15114	45	33	.	.	PUNCT
fcis-15114	46	1	the	the	DET
fcis-15114	46	2	data	datum	NOUN
fcis-15114	46	3	cleaning	clean	VERB
fcis-15114	46	4	in	in	ADP
fcis-15114	46	5	this	this	DET
fcis-15114	46	6	article	article	NOUN
fcis-15114	46	7	mainly	mainly	ADV
fcis-15114	46	8	includes	include	VERB
fcis-15114	46	9	the	the	DET
fcis-15114	46	10	following	follow	VERB
fcis-15114	46	11	steps	step	NOUN
fcis-15114	46	12	:	:	PUNCT
fcis-15114	46	13	(	(	PUNCT
fcis-15114	46	14	1	1	X
fcis-15114	46	15	)	)	PUNCT
fcis-15114	46	16	removing	remove	VERB
fcis-15114	46	17	useless	useless	ADJ
fcis-15114	46	18	data	datum	NOUN
fcis-15114	46	19	:	:	PUNCT
fcis-15114	46	20	the	the	DET
fcis-15114	46	21	dataset	dataset	NOUN
fcis-15114	46	22	used	use	VERB
fcis-15114	46	23	in	in	ADP
fcis-15114	46	24	this	this	DET
fcis-15114	46	25	article	article	NOUN
fcis-15114	46	26	contains	contain	VERB
fcis-15114	46	27	some	some	DET
fcis-15114	46	28	irrelevant	irrelevant	ADJ
fcis-15114	46	29	fields	field	NOUN
fcis-15114	46	30	that	that	PRON
fcis-15114	46	31	are	be	AUX
fcis-15114	46	32	not	not	PART
fcis-15114	46	33	useful	useful	ADJ
fcis-15114	46	34	for	for	ADP
fcis-15114	46	35	analysis	analysis	NOUN
fcis-15114	46	36	,	,	PUNCT
fcis-15114	46	37	such	such	ADJ
fcis-15114	46	38	as	as	ADP
fcis-15114	46	39	search	search	NOUN
fcis-15114	46	40	keywords	keyword	NOUN
fcis-15114	46	41	,	,	PUNCT
fcis-15114	46	42	publishing	publish	VERB
fcis-15114	46	43	time	time	NOUN
fcis-15114	46	44	,	,	PUNCT
fcis-15114	46	45	and	and	CCONJ
fcis-15114	46	46	hyperlinks	hyperlink	NOUN
fcis-15114	46	47	.	.	PUNCT
fcis-15114	47	1	therefore	therefore	ADV
fcis-15114	47	2	,	,	PUNCT
fcis-15114	47	3	we	we	PRON
fcis-15114	47	4	need	need	VERB
fcis-15114	47	5	to	to	PART
fcis-15114	47	6	remove	remove	VERB
fcis-15114	47	7	the	the	DET
fcis-15114	47	8	data	datum	NOUN
fcis-15114	47	9	in	in	ADP
fcis-15114	47	10	these	these	DET
fcis-15114	47	11	fields	field	NOUN
fcis-15114	47	12	and	and	CCONJ
fcis-15114	47	13	delete	delete	VERB
fcis-15114	47	14	some	some	DET
fcis-15114	47	15	serial	serial	ADJ
fcis-15114	47	16	and	and	CCONJ
fcis-15114	47	17	misplaced	misplaced	ADJ
fcis-15114	47	18	data	datum	NOUN
fcis-15114	47	19	to	to	PART
fcis-15114	47	20	complete	complete	VERB
fcis-15114	47	21	the	the	DET
fcis-15114	47	22	cleaning	cleaning	NOUN
fcis-15114	47	23	process	process	NOUN
fcis-15114	47	24	of	of	ADP
fcis-15114	47	25	useless	useless	ADJ
fcis-15114	47	26	data	datum	NOUN
fcis-15114	47	27	.	.	PUNCT
fcis-15114	48	1	(	(	PUNCT
fcis-15114	48	2	2	2	X
fcis-15114	48	3	)	)	PUNCT
fcis-15114	48	4	repetitive	repetitive	ADJ
fcis-15114	48	5	value	value	NOUN
fcis-15114	48	6	processing	processing	NOUN
fcis-15114	48	7	:	:	PUNCT
fcis-15114	48	8	when	when	SCONJ
fcis-15114	48	9	companies	company	NOUN
fcis-15114	48	10	recruit	recruit	VERB
fcis-15114	48	11	relevant	relevant	ADJ
fcis-15114	48	12	talents	talent	NOUN
fcis-15114	48	13	,	,	PUNCT
fcis-15114	48	14	they	they	PRON
fcis-15114	48	15	may	may	AUX
fcis-15114	48	16	use	use	VERB
fcis-15114	48	17	multiple	multiple	ADJ
fcis-15114	48	18	recruitment	recruitment	NOUN
fcis-15114	48	19	websites	website	NOUN
fcis-15114	48	20	to	to	PART
fcis-15114	48	21	post	post	VERB
fcis-15114	48	22	similar	similar	ADJ
fcis-15114	48	23	recruitment	recruitment	NOUN
fcis-15114	48	24	information	information	NOUN
fcis-15114	48	25	,	,	PUNCT
fcis-15114	48	26	resulting	result	VERB
fcis-15114	48	27	in	in	ADP
fcis-15114	48	28	a	a	DET
fcis-15114	48	29	large	large	ADJ
fcis-15114	48	30	amount	amount	NOUN
fcis-15114	48	31	of	of	ADP
fcis-15114	48	32	repetitive	repetitive	ADJ
fcis-15114	48	33	data	datum	NOUN
fcis-15114	48	34	in	in	ADP
fcis-15114	48	35	the	the	DET
fcis-15114	48	36	recruitment	recruitment	NOUN
fcis-15114	48	37	data	datum	NOUN
fcis-15114	48	38	.	.	PUNCT
fcis-15114	49	1	to	to	PART
fcis-15114	49	2	improve	improve	VERB
fcis-15114	49	3	the	the	DET
fcis-15114	49	4	accuracy	accuracy	NOUN
fcis-15114	49	5	and	and	CCONJ
fcis-15114	49	6	reliability	reliability	NOUN
fcis-15114	49	7	of	of	ADP
fcis-15114	49	8	the	the	DET
fcis-15114	49	9	data	datum	NOUN
fcis-15114	49	10	,	,	PUNCT
fcis-15114	49	11	it	it	PRON
fcis-15114	49	12	is	be	AUX
fcis-15114	49	13	necessary	necessary	ADJ
fcis-15114	49	14	to	to	PART
fcis-15114	49	15	eliminate	eliminate	VERB
fcis-15114	49	16	or	or	CCONJ
fcis-15114	49	17	merge	merge	VERB
fcis-15114	49	18	these	these	DET
fcis-15114	49	19	duplicate	duplicate	ADJ
fcis-15114	49	20	data	datum	NOUN
fcis-15114	49	21	.	.	PUNCT
fcis-15114	50	1	it	it	PRON
fcis-15114	50	2	can	can	AUX
fcis-15114	50	3	ensure	ensure	VERB
fcis-15114	50	4	the	the	DET
fcis-15114	50	5	uniqueness	uniqueness	NOUN
fcis-15114	50	6	and	and	CCONJ
fcis-15114	50	7	consistency	consistency	NOUN
fcis-15114	50	8	of	of	ADP
fcis-15114	50	9	data	datum	NOUN
fcis-15114	50	10	.	.	PUNCT
fcis-15114	51	1	(	(	PUNCT
fcis-15114	51	2	3	3	X
fcis-15114	51	3	)	)	PUNCT
fcis-15114	51	4	missing	miss	VERB
fcis-15114	51	5	value	value	NOUN
fcis-15114	51	6	processing	processing	NOUN
fcis-15114	51	7	:	:	PUNCT
fcis-15114	51	8	there	there	PRON
fcis-15114	51	9	are	be	VERB
fcis-15114	51	10	some	some	DET
fcis-15114	51	11	empty	empty	ADJ
fcis-15114	51	12	values	value	NOUN
fcis-15114	51	13	in	in	ADP
fcis-15114	51	14	some	some	DET
fcis-15114	51	15	fields	field	NOUN
fcis-15114	51	16	in	in	ADP
fcis-15114	51	17	the	the	DET
fcis-15114	51	18	dataset	dataset	NOUN
fcis-15114	51	19	,	,	PUNCT
fcis-15114	51	20	such	such	ADJ
fcis-15114	51	21	as	as	ADP
fcis-15114	51	22	company	company	NOUN
fcis-15114	51	23	nature	nature	NOUN
fcis-15114	51	24	and	and	CCONJ
fcis-15114	51	25	company	company	NOUN
fcis-15114	51	26	industry	industry	NOUN
fcis-15114	51	27	.	.	PUNCT
fcis-15114	52	1	the	the	DET
fcis-15114	52	2	absence	absence	NOUN
fcis-15114	52	3	of	of	ADP
fcis-15114	52	4	such	such	ADJ
fcis-15114	52	5	data	datum	NOUN
fcis-15114	52	6	is	be	AUX
fcis-15114	52	7	due	due	ADJ
fcis-15114	52	8	to	to	ADP
fcis-15114	52	9	the	the	DET
fcis-15114	52	10	failure	failure	NOUN
fcis-15114	52	11	to	to	PART
fcis-15114	52	12	capture	capture	VERB
fcis-15114	52	13	them	they	PRON
fcis-15114	52	14	during	during	ADP
fcis-15114	52	15	the	the	DET
fcis-15114	52	16	collection	collection	NOUN
fcis-15114	52	17	process	process	NOUN
fcis-15114	52	18	,	,	PUNCT
fcis-15114	52	19	so	so	SCONJ
fcis-15114	52	20	these	these	DET
fcis-15114	52	21	data	datum	NOUN
fcis-15114	52	22	are	be	AUX
fcis-15114	52	23	directly	directly	ADV
fcis-15114	52	24	deleted	delete	VERB
fcis-15114	52	25	.	.	PUNCT
fcis-15114	53	1	however	however	ADV
fcis-15114	53	2	,	,	PUNCT
fcis-15114	53	3	there	there	PRON
fcis-15114	53	4	are	be	VERB
fcis-15114	53	5	a	a	DET
fcis-15114	53	6	large	large	ADJ
fcis-15114	53	7	number	number	NOUN
fcis-15114	53	8	of	of	ADP
fcis-15114	53	9	blank	blank	ADJ
fcis-15114	53	10	values	value	NOUN
fcis-15114	53	11	in	in	ADP
fcis-15114	53	12	some	some	DET
fcis-15114	53	13	fields	field	NOUN
fcis-15114	53	14	,	,	PUNCT
fcis-15114	53	15	such	such	ADJ
fcis-15114	53	16	as	as	ADP
fcis-15114	53	17	job	job	NOUN
fcis-15114	53	18	category	category	NOUN
fcis-15114	53	19	and	and	CCONJ
fcis-15114	53	20	number	number	NOUN
fcis-15114	53	21	of	of	ADP
fcis-15114	53	22	recruits	recruit	NOUN
fcis-15114	53	23	.	.	PUNCT
fcis-15114	54	1	the	the	DET
fcis-15114	54	2	absence	absence	NOUN
fcis-15114	54	3	of	of	ADP
fcis-15114	54	4	these	these	DET
fcis-15114	54	5	fields	field	NOUN
fcis-15114	54	6	is	be	AUX
fcis-15114	54	7	due	due	ADJ
fcis-15114	54	8	to	to	ADP
fcis-15114	54	9	the	the	DET
fcis-15114	54	10	fact	fact	NOUN
fcis-15114	54	11	that	that	SCONJ
fcis-15114	54	12	they	they	PRON
fcis-15114	54	13	are	be	AUX
fcis-15114	54	14	not	not	PART
fcis-15114	54	15	required	require	VERB
fcis-15114	54	16	fields	field	NOUN
fcis-15114	54	17	on	on	ADP
fcis-15114	54	18	recruitment	recruitment	NOUN
fcis-15114	54	19	websites	website	NOUN
fcis-15114	54	20	,	,	PUNCT
fcis-15114	54	21	and	and	CCONJ
fcis-15114	54	22	companies	company	NOUN
fcis-15114	54	23	do	do	AUX
fcis-15114	54	24	not	not	PART
fcis-15114	54	25	fill	fill	VERB
fcis-15114	54	26	them	they	PRON
fcis-15114	54	27	in	in	ADP
fcis-15114	54	28	when	when	SCONJ
fcis-15114	54	29	posting	post	VERB
fcis-15114	54	30	job	job	NOUN
fcis-15114	54	31	listings	listing	NOUN
fcis-15114	54	32	.	.	PUNCT
fcis-15114	55	1	therefore	therefore	ADV
fcis-15114	55	2	,	,	PUNCT
fcis-15114	55	3	for	for	ADP
fcis-15114	55	4	these	these	DET
fcis-15114	55	5	missing	miss	VERB
fcis-15114	55	6	values	value	NOUN
fcis-15114	55	7	,	,	PUNCT
fcis-15114	55	8	this	this	DET
fcis-15114	55	9	article	article	NOUN
fcis-15114	55	10	has	have	AUX
fcis-15114	55	11	adopted	adopt	VERB
fcis-15114	55	12	a	a	DET
fcis-15114	55	13	new	new	ADJ
fcis-15114	55	14	category	category	NOUN
fcis-15114	55	15	named	name	VERB
fcis-15114	55	16	"	"	PUNCT
fcis-15114	55	17	unlimited	unlimited	ADJ
fcis-15114	55	18	"	"	PUNCT
fcis-15114	55	19	to	to	PART
fcis-15114	55	20	avoid	avoid	VERB
fcis-15114	55	21	deleting	delete	VERB
fcis-15114	55	22	too	too	ADV
fcis-15114	55	23	much	much	ADJ
fcis-15114	55	24	useful	useful	ADJ
fcis-15114	55	25	data	datum	NOUN
fcis-15114	55	26	and	and	CCONJ
fcis-15114	55	27	affecting	affect	VERB
fcis-15114	55	28	subsequent	subsequent	ADJ
fcis-15114	55	29	analysis	analysis	NOUN
fcis-15114	55	30	and	and	CCONJ
fcis-15114	55	31	modeling	modeling	NOUN
fcis-15114	55	32	results	result	NOUN
fcis-15114	55	33	.	.	PUNCT
fcis-15114	56	1	3.2	3.2	NUM
fcis-15114	56	2	.	.	PUNCT
fcis-15114	57	1	data	datum	NOUN
fcis-15114	57	2	normalization	normalization	NOUN
fcis-15114	57	3	when	when	SCONJ
fcis-15114	57	4	an	an	DET
fcis-15114	57	5	enterprise	enterprise	NOUN
fcis-15114	57	6	publishes	publish	VERB
fcis-15114	57	7	job	job	NOUN
fcis-15114	57	8	information	information	NOUN
fcis-15114	57	9	on	on	ADP
fcis-15114	57	10	its	its	PRON
fcis-15114	57	11	website	website	NOUN
fcis-15114	57	12	,	,	PUNCT
fcis-15114	57	13	the	the	DET
fcis-15114	57	14	lack	lack	NOUN
fcis-15114	57	15	of	of	ADP
fcis-15114	57	16	a	a	DET
fcis-15114	57	17	unified	unified	ADJ
fcis-15114	57	18	data	data	NOUN
fcis-15114	57	19	entry	entry	NOUN
fcis-15114	57	20	standard	standard	NOUN
fcis-15114	57	21	may	may	AUX
fcis-15114	57	22	lead	lead	VERB
fcis-15114	57	23	to	to	ADP
fcis-15114	57	24	inconsistencies	inconsistency	NOUN
fcis-15114	57	25	in	in	ADP
fcis-15114	57	26	the	the	DET
fcis-15114	57	27	format	format	NOUN
fcis-15114	57	28	and	and	CCONJ
fcis-15114	57	29	units	unit	NOUN
fcis-15114	57	30	of	of	ADP
fcis-15114	57	31	the	the	DET
fcis-15114	57	32	collected	collect	VERB
fcis-15114	57	33	data	datum	NOUN
fcis-15114	57	34	.	.	PUNCT
fcis-15114	58	1	for	for	ADP
fcis-15114	58	2	example	example	NOUN
fcis-15114	58	3	,	,	PUNCT
fcis-15114	58	4	the	the	DET
fcis-15114	58	5	position	position	NOUN
fcis-15114	58	6	salary	salary	NOUN
fcis-15114	58	7	field	field	NOUN
fcis-15114	58	8	may	may	AUX
fcis-15114	58	9	appear	appear	VERB
fcis-15114	58	10	in	in	ADP
fcis-15114	58	11	different	different	ADJ
fcis-15114	58	12	forms	form	NOUN
fcis-15114	58	13	such	such	ADJ
fcis-15114	58	14	as	as	ADP
fcis-15114	58	15	"	"	PUNCT
fcis-15114	58	16	10,000	10,000	NUM
fcis-15114	58	17	/	/	SYM
fcis-15114	58	18	month	month	NOUN
fcis-15114	58	19	"	"	PUNCT
fcis-15114	58	20	,	,	PUNCT
fcis-15114	58	21	"	"	PUNCT
fcis-15114	58	22	yuan	yuan	ADJ
fcis-15114	58	23	/	/	SYM
fcis-15114	58	24	month	month	NOUN
fcis-15114	58	25	"	"	PUNCT
fcis-15114	58	26	,	,	PUNCT
fcis-15114	58	27	"	"	PUNCT
fcis-15114	58	28	10,000	10,000	NUM
fcis-15114	58	29	/	/	SYM
fcis-15114	58	30	year	year	NOUN
fcis-15114	58	31	"	"	PUNCT
fcis-15114	58	32	,	,	PUNCT
fcis-15114	58	33	"	"	PUNCT
fcis-15114	58	34	1,000	1,000	NUM
fcis-15114	58	35	/	/	SYM
fcis-15114	58	36	month	month	NOUN
fcis-15114	58	37	"	"	PUNCT
fcis-15114	58	38	,	,	PUNCT
fcis-15114	58	39	and	and	CCONJ
fcis-15114	58	40	"	"	PUNCT
fcis-15114	58	41	yuan	yuan	ADJ
fcis-15114	58	42	/	/	SYM
fcis-15114	58	43	day	day	NOUN
fcis-15114	58	44	"	"	PUNCT
fcis-15114	58	45	.	.	PUNCT
fcis-15114	59	1	to	to	PART
fcis-15114	59	2	facilitate	facilitate	VERB
fcis-15114	59	3	subsequent	subsequent	ADJ
fcis-15114	59	4	data	datum	NOUN
fcis-15114	59	5	processing	processing	NOUN
fcis-15114	59	6	and	and	CCONJ
fcis-15114	59	7	analysis	analysis	NOUN
fcis-15114	59	8	,	,	PUNCT
fcis-15114	59	9	we	we	PRON
fcis-15114	59	10	need	need	VERB
fcis-15114	59	11	to	to	PART
fcis-15114	59	12	unify	unify	VERB
fcis-15114	59	13	them	they	PRON
fcis-15114	59	14	into	into	ADP
fcis-15114	59	15	the	the	DET
fcis-15114	59	16	same	same	ADJ
fcis-15114	59	17	format	format	NOUN
fcis-15114	59	18	unit	unit	NOUN
fcis-15114	59	19	.	.	PUNCT
fcis-15114	60	1	3.3	3.3	NUM
fcis-15114	60	2	.	.	PUNCT
fcis-15114	61	1	chinese	chinese	ADJ
fcis-15114	61	2	word	word	NOUN
fcis-15114	61	3	segmentation	segmentation	NOUN
fcis-15114	61	4	this	this	DET
fcis-15114	61	5	article	article	NOUN
fcis-15114	61	6	uses	use	VERB
fcis-15114	61	7	the	the	DET
fcis-15114	61	8	precise	precise	ADJ
fcis-15114	61	9	mode	mode	NOUN
fcis-15114	61	10	of	of	ADP
fcis-15114	61	11	the	the	DET
fcis-15114	61	12	jieba	jieba	NOUN
fcis-15114	61	13	library	library	NOUN
fcis-15114	61	14	for	for	ADP
fcis-15114	61	15	chinese	chinese	ADJ
fcis-15114	61	16	word	word	NOUN
fcis-15114	61	17	segmentation	segmentation	NOUN
fcis-15114	61	18	operations	operation	NOUN
fcis-15114	61	19	for	for	ADP
fcis-15114	61	20	the	the	DET
fcis-15114	61	21	ability	ability	NOUN
fcis-15114	61	22	requirements	requirement	NOUN
fcis-15114	61	23	and	and	CCONJ
fcis-15114	61	24	job	job	NOUN
fcis-15114	61	25	content	content	NOUN
fcis-15114	61	26	fields	field	NOUN
fcis-15114	61	27	in	in	ADP
fcis-15114	61	28	recruitment	recruitment	NOUN
fcis-15114	61	29	information	information	NOUN
fcis-15114	61	30	.	.	PUNCT
fcis-15114	62	1	however	however	ADV
fcis-15114	62	2	,	,	PUNCT
fcis-15114	62	3	due	due	ADP
fcis-15114	62	4	to	to	ADP
fcis-15114	62	5	the	the	DET
fcis-15114	62	6	large	large	ADJ
fcis-15114	62	7	number	number	NOUN
fcis-15114	62	8	of	of	ADP
fcis-15114	62	9	ecommerce	ecommerce	NOUN
fcis-15114	62	10	-	-	PUNCT
fcis-15114	62	11	related	relate	VERB
fcis-15114	62	12	vocabulary	vocabulary	NOUN
fcis-15114	62	13	in	in	ADP
fcis-15114	62	14	the	the	DET
fcis-15114	62	15	competency	competency	NOUN
fcis-15114	62	16	requirements	requirement	NOUN
fcis-15114	62	17	description	description	NOUN
fcis-15114	62	18	,	,	PUNCT
fcis-15114	62	19	for	for	ADP
fcis-15114	62	20	example	example	NOUN
fcis-15114	62	21	,	,	PUNCT
fcis-15114	62	22	"	"	PUNCT
fcis-15114	62	23	website	website	NOUN
fcis-15114	62	24	operation	operation	NOUN
fcis-15114	62	25	specialist	specialist	NOUN
fcis-15114	62	26	"	"	PUNCT
fcis-15114	62	27	"	"	PUNCT
fcis-15114	62	28	seo	seo	NOUN
fcis-15114	62	29	engineer	engineer	NOUN
fcis-15114	62	30	"	"	PUNCT
fcis-15114	62	31	etc	etc	X
fcis-15114	62	32	.	.	X
fcis-15114	63	1	the	the	DET
fcis-15114	63	2	word	word	NOUN
fcis-15114	63	3	segmentation	segmentation	NOUN
fcis-15114	63	4	of	of	ADP
fcis-15114	63	5	the	the	DET
fcis-15114	63	6	jieba	jieba	NOUN
fcis-15114	63	7	library	library	NOUN
fcis-15114	63	8	will	will	AUX
fcis-15114	63	9	cut	cut	VERB
fcis-15114	63	10	these	these	DET
fcis-15114	63	11	words	word	NOUN
fcis-15114	63	12	into	into	ADP
fcis-15114	63	13	"	"	PUNCT
fcis-15114	63	14	website	website	NOUN
fcis-15114	63	15	"	"	PUNCT
fcis-15114	63	16	"	"	PUNCT
fcis-15114	63	17	operation	operation	NOUN
fcis-15114	63	18	"	"	PUNCT
fcis-15114	63	19	"	"	PUNCT
fcis-15114	63	20	specialist	specialist	NOUN
fcis-15114	63	21	"	"	PUNCT
fcis-15114	63	22	and	and	CCONJ
fcis-15114	63	23	"	"	PUNCT
fcis-15114	63	24	seo	seo	NOUN
fcis-15114	63	25	"	"	PUNCT
fcis-15114	63	26	"	"	PUNCT
fcis-15114	63	27	engineer	engineer	NOUN
fcis-15114	63	28	"	"	PUNCT
fcis-15114	63	29	,	,	PUNCT
fcis-15114	63	30	which	which	PRON
fcis-15114	63	31	will	will	AUX
fcis-15114	63	32	destroy	destroy	VERB
fcis-15114	63	33	the	the	DET
fcis-15114	63	34	original	original	ADJ
fcis-15114	63	35	meaning	meaning	NOUN
fcis-15114	63	36	of	of	ADP
fcis-15114	63	37	the	the	DET
fcis-15114	63	38	words	word	NOUN
fcis-15114	63	39	and	and	CCONJ
fcis-15114	63	40	affect	affect	VERB
fcis-15114	63	41	the	the	DET
fcis-15114	63	42	subsequent	subsequent	ADJ
fcis-15114	63	43	analysis	analysis	NOUN
fcis-15114	63	44	results	result	NOUN
fcis-15114	63	45	.	.	PUNCT
fcis-15114	64	1	therefore	therefore	ADV
fcis-15114	64	2	,	,	PUNCT
fcis-15114	64	3	in	in	ADP
fcis-15114	64	4	order	order	NOUN
fcis-15114	64	5	to	to	PART
fcis-15114	64	6	reduce	reduce	VERB
fcis-15114	64	7	the	the	DET
fcis-15114	64	8	impact	impact	NOUN
fcis-15114	64	9	of	of	ADP
fcis-15114	64	10	this	this	DET
fcis-15114	64	11	phenomenon	phenomenon	NOUN
fcis-15114	64	12	on	on	ADP
fcis-15114	64	13	subsequent	subsequent	ADJ
fcis-15114	64	14	analysis	analysis	NOUN
fcis-15114	64	15	,	,	PUNCT
fcis-15114	64	16	this	this	DET
fcis-15114	64	17	article	article	NOUN
fcis-15114	64	18	adds	add	VERB
fcis-15114	64	19	a	a	DET
fcis-15114	64	20	custom	custom	NOUN
fcis-15114	64	21	dictionary	dictionary	NOUN
fcis-15114	64	22	of	of	ADP
fcis-15114	64	23	relevant	relevant	ADJ
fcis-15114	64	24	professional	professional	ADJ
fcis-15114	64	25	terms	term	NOUN
fcis-15114	64	26	during	during	ADP
fcis-15114	64	27	word	word	NOUN
fcis-15114	64	28	segmentation	segmentation	NOUN
fcis-15114	64	29	,	,	PUNCT
fcis-15114	64	30	which	which	PRON
fcis-15114	64	31	greatly	greatly	ADV
fcis-15114	64	32	improves	improve	VERB
fcis-15114	64	33	the	the	DET
fcis-15114	64	34	accuracy	accuracy	NOUN
fcis-15114	64	35	of	of	ADP
fcis-15114	64	36	the	the	DET
fcis-15114	64	37	word	word	NOUN
fcis-15114	64	38	segmentation	segmentation	NOUN
fcis-15114	64	39	results	result	NOUN
fcis-15114	64	40	.	.	PUNCT
fcis-15114	65	1	3.4	3.4	NUM
fcis-15114	65	2	.	.	PUNCT
fcis-15114	65	3	remove	remove	VERB
fcis-15114	65	4	stop	stop	VERB
fcis-15114	65	5	words	word	NOUN
fcis-15114	65	6	text	text	NOUN
fcis-15114	65	7	after	after	ADP
fcis-15114	65	8	-	-	PUNCT
fcis-15114	65	9	word	word	NOUN
fcis-15114	65	10	segmentation	segmentation	NOUN
fcis-15114	65	11	usually	usually	ADV
fcis-15114	65	12	contains	contain	VERB
fcis-15114	65	13	multiple	multiple	ADJ
fcis-15114	65	14	phrases	phrase	NOUN
fcis-15114	65	15	or	or	CCONJ
fcis-15114	65	16	words	word	NOUN
fcis-15114	65	17	,	,	PUNCT
fcis-15114	65	18	but	but	CCONJ
fcis-15114	65	19	some	some	DET
fcis-15114	65	20	word	word	NOUN
fcis-15114	65	21	segmentation	segmentation	NOUN
fcis-15114	65	22	results	result	NOUN
fcis-15114	65	23	do	do	AUX
fcis-15114	65	24	not	not	PART
fcis-15114	65	25	need	need	VERB
fcis-15114	65	26	to	to	PART
fcis-15114	65	27	be	be	AUX
fcis-15114	65	28	considered	consider	VERB
fcis-15114	65	29	.	.	PUNCT
fcis-15114	66	1	they	they	PRON
fcis-15114	66	2	have	have	VERB
fcis-15114	66	3	no	no	DET
fcis-15114	66	4	relevance	relevance	NOUN
fcis-15114	66	5	to	to	ADP
fcis-15114	66	6	the	the	DET
fcis-15114	66	7	text	text	NOUN
fcis-15114	66	8	content	content	NOUN
fcis-15114	66	9	and	and	CCONJ
fcis-15114	66	10	have	have	VERB
fcis-15114	66	11	no	no	DET
fcis-15114	66	12	practical	practical	ADJ
fcis-15114	66	13	significance	significance	NOUN
fcis-15114	66	14	,	,	PUNCT
fcis-15114	66	15	such	such	ADJ
fcis-15114	66	16	as	as	ADP
fcis-15114	66	17	the	the	DET
fcis-15114	66	18	commonly	commonly	ADV
fcis-15114	66	19	used	use	VERB
fcis-15114	66	20	connecting	connect	VERB
fcis-15114	66	21	words	word	NOUN
fcis-15114	66	22	"	"	PUNCT
fcis-15114	66	23	de	de	X
fcis-15114	66	24	"	"	PUNCT
fcis-15114	66	25	"	"	PUNCT
fcis-15114	66	26	zai	zai	NOUN
fcis-15114	66	27	"	"	PUNCT
fcis-15114	66	28	and	and	CCONJ
fcis-15114	66	29	"	"	PUNCT
fcis-15114	66	30	shi	shi	PROPN
fcis-15114	66	31	"	"	PUNCT
fcis-15114	66	32	.	.	PUNCT
fcis-15114	67	1	in	in	ADP
fcis-15114	67	2	order	order	NOUN
fcis-15114	67	3	to	to	PART
fcis-15114	67	4	reduce	reduce	VERB
fcis-15114	67	5	the	the	DET
fcis-15114	67	6	dimensionality	dimensionality	NOUN
fcis-15114	67	7	of	of	ADP
fcis-15114	67	8	text	text	NOUN
fcis-15114	67	9	analysis	analysis	NOUN
fcis-15114	67	10	and	and	CCONJ
fcis-15114	67	11	reduce	reduce	VERB
fcis-15114	67	12	the	the	DET
fcis-15114	67	13	impact	impact	NOUN
fcis-15114	67	14	on	on	ADP
fcis-15114	67	15	keyword	keyword	NOUN
fcis-15114	67	16	frequency	frequency	NOUN
fcis-15114	67	17	,	,	PUNCT
fcis-15114	67	18	it	it	PRON
fcis-15114	67	19	is	be	AUX
fcis-15114	67	20	necessary	necessary	ADJ
fcis-15114	67	21	to	to	PART
fcis-15114	67	22	eliminate	eliminate	VERB
fcis-15114	67	23	these	these	DET
fcis-15114	67	24	words	word	NOUN
fcis-15114	67	25	after	after	ADP
fcis-15114	67	26	chinese	chinese	ADJ
fcis-15114	67	27	word	word	NOUN
fcis-15114	67	28	segmentation	segmentation	NOUN
fcis-15114	67	29	,	,	PUNCT
fcis-15114	67	30	which	which	PRON
fcis-15114	67	31	is	be	AUX
fcis-15114	67	32	why	why	SCONJ
fcis-15114	67	33	we	we	PRON
fcis-15114	67	34	need	need	VERB
fcis-15114	67	35	to	to	PART
fcis-15114	67	36	remove	remove	VERB
fcis-15114	67	37	stopwords	stopword	NOUN
fcis-15114	67	38	.	.	PUNCT
fcis-15114	68	1	removing	remove	VERB
fcis-15114	68	2	stop	stop	NOUN
fcis-15114	68	3	words	word	NOUN
fcis-15114	68	4	can	can	AUX
fcis-15114	68	5	improve	improve	VERB
fcis-15114	68	6	the	the	DET
fcis-15114	68	7	efficiency	efficiency	NOUN
fcis-15114	68	8	of	of	ADP
fcis-15114	68	9	text	text	NOUN
fcis-15114	68	10	analysis	analysis	NOUN
fcis-15114	68	11	,	,	PUNCT
fcis-15114	68	12	reduce	reduce	VERB
fcis-15114	68	13	the	the	DET
fcis-15114	68	14	difficulty	difficulty	NOUN
fcis-15114	68	15	and	and	CCONJ
fcis-15114	68	16	time	time	NOUN
fcis-15114	68	17	cost	cost	NOUN
fcis-15114	68	18	of	of	ADP
fcis-15114	68	19	analysis	analysis	NOUN
fcis-15114	68	20	,	,	PUNCT
fcis-15114	68	21	and	and	CCONJ
fcis-15114	68	22	make	make	VERB
fcis-15114	68	23	the	the	DET
fcis-15114	68	24	analysis	analysis	NOUN
fcis-15114	68	25	results	result	VERB
fcis-15114	68	26	more	more	ADV
fcis-15114	68	27	accurate	accurate	ADJ
fcis-15114	68	28	.	.	PUNCT
fcis-15114	69	1	this	this	DET
fcis-15114	69	2	article	article	NOUN
fcis-15114	69	3	combines	combine	VERB
fcis-15114	69	4	well	well	ADV
fcis-15114	69	5	-	-	PUNCT
fcis-15114	69	6	known	know	VERB
fcis-15114	69	7	chinese	chinese	ADJ
fcis-15114	69	8	stopword	stopword	PROPN
fcis-15114	69	9	lists	list	NOUN
fcis-15114	69	10	such	such	ADJ
fcis-15114	69	11	as	as	ADP
fcis-15114	69	12	baidu	baidu	NOUN
fcis-15114	69	13	,	,	PUNCT
fcis-15114	69	14	harbin	harbin	PROPN
fcis-15114	69	15	institute	institute	PROPN
fcis-15114	69	16	of	of	ADP
fcis-15114	69	17	technology	technology	PROPN
fcis-15114	69	18	,	,	PUNCT
fcis-15114	69	19	and	and	CCONJ
fcis-15114	69	20	sichuan	sichuan	PROPN
fcis-15114	69	21	university	university	PROPN
fcis-15114	69	22	's	's	PART
fcis-15114	69	23	machine	machine	NOUN
fcis-15114	69	24	intelligence	intelligence	NOUN
fcis-15114	69	25	laboratory	laboratory	NOUN
fcis-15114	69	26	to	to	PART
fcis-15114	69	27	complete	complete	VERB
fcis-15114	69	28	the	the	DET
fcis-15114	69	29	processing	processing	NOUN
fcis-15114	69	30	of	of	ADP
fcis-15114	69	31	stopwords	stopword	NOUN
fcis-15114	69	32	.	.	PUNCT
fcis-15114	70	1	in	in	ADP
fcis-15114	70	2	addition	addition	NOUN
fcis-15114	70	3	,	,	PUNCT
fcis-15114	70	4	this	this	DET
fcis-15114	70	5	article	article	NOUN
fcis-15114	70	6	also	also	ADV
fcis-15114	70	7	defines	define	VERB
fcis-15114	70	8	41	41	NUM
fcis-15114	70	9	a	a	DET
fcis-15114	70	10	stopword	stopword	NOUN
fcis-15114	70	11	list	list	NOUN
fcis-15114	70	12	for	for	ADP
fcis-15114	70	13	some	some	DET
fcis-15114	70	14	words	word	NOUN
fcis-15114	70	15	that	that	PRON
fcis-15114	70	16	are	be	AUX
fcis-15114	70	17	not	not	PART
fcis-15114	70	18	meaningful	meaningful	ADJ
fcis-15114	70	19	for	for	ADP
fcis-15114	70	20	capability	capability	NOUN
fcis-15114	70	21	analysis	analysis	NOUN
fcis-15114	70	22	,	,	PUNCT
fcis-15114	70	23	such	such	ADJ
fcis-15114	70	24	as	as	ADP
fcis-15114	70	25	"	"	PUNCT
fcis-15114	70	26	work	work	NOUN
fcis-15114	70	27	address	address	NOUN
fcis-15114	70	28	"	"	PUNCT
fcis-15114	70	29	"	"	PUNCT
fcis-15114	70	30	welfare	welfare	NOUN
fcis-15114	70	31	benefits	benefit	NOUN
fcis-15114	70	32	"	"	PUNCT
fcis-15114	70	33	"	"	PUNCT
fcis-15114	70	34	position	position	NOUN
fcis-15114	70	35	responsibilities	responsibility	NOUN
fcis-15114	70	36	"	"	PUNCT
fcis-15114	70	37	"	"	PUNCT
fcis-15114	70	38	college	college	NOUN
fcis-15114	70	39	degree	degree	NOUN
fcis-15114	70	40	or	or	CCONJ
fcis-15114	70	41	above	above	ADP
fcis-15114	70	42	"	"	PUNCT
fcis-15114	70	43	,	,	PUNCT
fcis-15114	70	44	in	in	ADP
fcis-15114	70	45	hopes	hope	NOUN
fcis-15114	70	46	of	of	ADP
fcis-15114	70	47	obtaining	obtain	VERB
fcis-15114	70	48	a	a	DET
fcis-15114	70	49	better	well	ADJ
fcis-15114	70	50	data	datum	NOUN
fcis-15114	70	51	preprocessing	preprocessing	NOUN
fcis-15114	70	52	result	result	NOUN
fcis-15114	70	53	.	.	PUNCT
fcis-15114	71	1	3.5	3.5	NUM
fcis-15114	71	2	.	.	PUNCT
fcis-15114	72	1	data	datum	NOUN
fcis-15114	72	2	visualization	visualization	NOUN
fcis-15114	72	3	analysis	analysis	NOUN
fcis-15114	72	4	3.5.1	3.5.1	NUM
fcis-15114	72	5	.	.	PUNCT
fcis-15114	73	1	distribution	distribution	NOUN
fcis-15114	73	2	of	of	ADP
fcis-15114	73	3	job	job	NOUN
fcis-15114	73	4	demand	demand	NOUN
fcis-15114	73	5	for	for	ADP
fcis-15114	73	6	e	e	NOUN
fcis-15114	73	7	-	-	NOUN
fcis-15114	73	8	commerce	commerce	NOUN
fcis-15114	73	9	across	across	ADP
fcis-15114	73	10	the	the	DET
fcis-15114	73	11	country	country	NOUN
fcis-15114	73	12	this	this	DET
fcis-15114	73	13	article	article	NOUN
fcis-15114	73	14	conducted	conduct	VERB
fcis-15114	73	15	a	a	DET
fcis-15114	73	16	statistical	statistical	ADJ
fcis-15114	73	17	analysis	analysis	NOUN
fcis-15114	73	18	of	of	ADP
fcis-15114	73	19	company	company	NOUN
fcis-15114	73	20	names	name	NOUN
fcis-15114	73	21	and	and	CCONJ
fcis-15114	73	22	locations	location	NOUN
fcis-15114	73	23	,	,	PUNCT
fcis-15114	73	24	and	and	CCONJ
fcis-15114	73	25	obtained	obtain	VERB
fcis-15114	73	26	the	the	DET
fcis-15114	73	27	urban	urban	ADJ
fcis-15114	73	28	demand	demand	NOUN
fcis-15114	73	29	conditions	condition	NOUN
fcis-15114	73	30	for	for	ADP
fcis-15114	73	31	the	the	DET
fcis-15114	73	32	positions	position	NOUN
fcis-15114	73	33	of	of	ADP
fcis-15114	73	34	chief	chief	ADJ
fcis-15114	73	35	operating	operating	NOUN
fcis-15114	73	36	officer	officer	NOUN
fcis-15114	73	37	,	,	PUNCT
fcis-15114	73	38	network	network	NOUN
fcis-15114	73	39	operations	operation	NOUN
fcis-15114	73	40	director	director	NOUN
fcis-15114	73	41	or	or	CCONJ
fcis-15114	73	42	manager	manager	NOUN
fcis-15114	73	43	,	,	PUNCT
fcis-15114	73	44	network	network	NOUN
fcis-15114	73	45	promotion	promotion	NOUN
fcis-15114	73	46	specialist	specialist	NOUN
fcis-15114	73	47	,	,	PUNCT
fcis-15114	73	48	and	and	CCONJ
fcis-15114	73	49	sales	sale	NOUN
fcis-15114	73	50	representative	representative	NOUN
fcis-15114	73	51	across	across	ADP
fcis-15114	73	52	the	the	DET
fcis-15114	73	53	country	country	NOUN
fcis-15114	73	54	.	.	PUNCT
fcis-15114	74	1	as	as	SCONJ
fcis-15114	74	2	shown	show	VERB
fcis-15114	74	3	in	in	ADP
fcis-15114	74	4	figure	figure	NOUN
fcis-15114	74	5	1	1	NUM
fcis-15114	74	6	,	,	PUNCT
fcis-15114	74	7	according	accord	VERB
fcis-15114	74	8	to	to	ADP
fcis-15114	74	9	the	the	DET
fcis-15114	74	10	color	color	NOUN
fcis-15114	74	11	scale	scale	NOUN
fcis-15114	74	12	,	,	PUNCT
fcis-15114	74	13	the	the	DET
fcis-15114	74	14	color	color	NOUN
fcis-15114	74	15	on	on	ADP
fcis-15114	74	16	the	the	DET
fcis-15114	74	17	left	left	NOUN
fcis-15114	74	18	represents	represent	VERB
fcis-15114	74	19	the	the	DET
fcis-15114	74	20	number	number	NOUN
fcis-15114	74	21	of	of	ADP
fcis-15114	74	22	people	people	NOUN
fcis-15114	74	23	,	,	PUNCT
fcis-15114	74	24	blue	blue	ADJ
fcis-15114	74	25	indicates	indicate	VERB
fcis-15114	74	26	low	low	ADJ
fcis-15114	74	27	demand	demand	NOUN
fcis-15114	74	28	,	,	PUNCT
fcis-15114	74	29	red	red	PROPN
fcis-15114	74	30	indicates	indicate	VERB
fcis-15114	74	31	high	high	ADJ
fcis-15114	74	32	demand	demand	NOUN
fcis-15114	74	33	,	,	PUNCT
fcis-15114	74	34	and	and	CCONJ
fcis-15114	74	35	no	no	DET
fcis-15114	74	36	color	color	NOUN
fcis-15114	74	37	indicates	indicate	VERB
fcis-15114	74	38	no	no	DET
fcis-15114	74	39	demand	demand	NOUN
fcis-15114	74	40	.	.	PUNCT
fcis-15114	75	1	by	by	ADP
fcis-15114	75	2	observing	observe	VERB
fcis-15114	75	3	the	the	DET
fcis-15114	75	4	distribution	distribution	NOUN
fcis-15114	75	5	of	of	ADP
fcis-15114	75	6	urban	urban	ADJ
fcis-15114	75	7	demand	demand	NOUN
fcis-15114	75	8	for	for	ADP
fcis-15114	75	9	four	four	NUM
fcis-15114	75	10	types	type	NOUN
fcis-15114	75	11	of	of	ADP
fcis-15114	75	12	jobs	job	NOUN
fcis-15114	75	13	,	,	PUNCT
fcis-15114	75	14	it	it	PRON
fcis-15114	75	15	can	can	AUX
fcis-15114	75	16	be	be	AUX
fcis-15114	75	17	found	find	VERB
fcis-15114	75	18	that	that	SCONJ
fcis-15114	75	19	cities	city	NOUN
fcis-15114	75	20	with	with	ADP
fcis-15114	75	21	large	large	ADJ
fcis-15114	75	22	job	job	NOUN
fcis-15114	75	23	demands	demand	NOUN
fcis-15114	75	24	are	be	AUX
fcis-15114	75	25	mainly	mainly	ADV
fcis-15114	75	26	distributed	distribute	VERB
fcis-15114	75	27	in	in	ADP
fcis-15114	75	28	the	the	DET
fcis-15114	75	29	eastern	eastern	ADJ
fcis-15114	75	30	region	region	NOUN
fcis-15114	75	31	of	of	ADP
fcis-15114	75	32	china	china	PROPN
fcis-15114	75	33	.	.	PUNCT
fcis-15114	76	1	the	the	DET
fcis-15114	76	2	demand	demand	NOUN
fcis-15114	76	3	for	for	ADP
fcis-15114	76	4	jobs	job	NOUN
fcis-15114	76	5	in	in	ADP
fcis-15114	76	6	the	the	DET
fcis-15114	76	7	central	central	ADJ
fcis-15114	76	8	region	region	NOUN
fcis-15114	76	9	is	be	AUX
fcis-15114	76	10	lower	low	ADJ
fcis-15114	76	11	than	than	ADP
fcis-15114	76	12	that	that	PRON
fcis-15114	76	13	in	in	ADP
fcis-15114	76	14	the	the	DET
fcis-15114	76	15	eastern	eastern	ADJ
fcis-15114	76	16	region	region	NOUN
fcis-15114	76	17	,	,	PUNCT
fcis-15114	76	18	but	but	CCONJ
fcis-15114	76	19	the	the	DET
fcis-15114	76	20	demand	demand	NOUN
fcis-15114	76	21	is	be	AUX
fcis-15114	76	22	still	still	ADV
fcis-15114	76	23	relatively	relatively	ADV
fcis-15114	76	24	large	large	ADJ
fcis-15114	76	25	.	.	PUNCT
fcis-15114	77	1	figure	figure	NOUN
fcis-15114	77	2	1	1	NUM
fcis-15114	77	3	.	.	PUNCT
fcis-15114	77	4	heat	heat	NOUN
fcis-15114	77	5	map	map	NOUN
fcis-15114	77	6	of	of	ADP
fcis-15114	77	7	city	city	NOUN
fcis-15114	77	8	demand	demand	NOUN
fcis-15114	77	9	distribution	distribution	NOUN
fcis-15114	77	10	for	for	ADP
fcis-15114	77	11	e	e	NOUN
fcis-15114	77	12	-	-	NOUN
fcis-15114	77	13	commerce	commerce	NOUN
fcis-15114	77	14	jobs	job	NOUN
fcis-15114	77	15	nationwide	nationwide	ADV
fcis-15114	77	16	3.5.2	3.5.2	NUM
fcis-15114	77	17	.	.	PUNCT
fcis-15114	78	1	distribution	distribution	NOUN
fcis-15114	78	2	of	of	ADP
fcis-15114	78	3	educational	educational	ADJ
fcis-15114	78	4	requirements	requirement	NOUN
fcis-15114	78	5	as	as	SCONJ
fcis-15114	78	6	shown	show	VERB
fcis-15114	78	7	in	in	ADP
fcis-15114	78	8	figure	figure	NOUN
fcis-15114	78	9	2	2	NUM
fcis-15114	78	10	,	,	PUNCT
fcis-15114	78	11	it	it	PRON
fcis-15114	78	12	can	can	AUX
fcis-15114	78	13	be	be	AUX
fcis-15114	78	14	seen	see	VERB
fcis-15114	78	15	that	that	SCONJ
fcis-15114	78	16	the	the	DET
fcis-15114	78	17	highest	high	ADJ
fcis-15114	78	18	degree	degree	NOUN
fcis-15114	78	19	requirement	requirement	NOUN
fcis-15114	78	20	among	among	ADP
fcis-15114	78	21	these	these	DET
fcis-15114	78	22	four	four	NUM
fcis-15114	78	23	types	type	NOUN
fcis-15114	78	24	of	of	ADP
fcis-15114	78	25	positions	position	NOUN
fcis-15114	78	26	is	be	AUX
fcis-15114	78	27	a	a	DET
fcis-15114	78	28	junior	junior	ADJ
fcis-15114	78	29	college	college	NOUN
fcis-15114	78	30	degree	degree	NOUN
fcis-15114	78	31	,	,	PUNCT
fcis-15114	78	32	while	while	SCONJ
fcis-15114	78	33	the	the	DET
fcis-15114	78	34	number	number	NOUN
fcis-15114	78	35	of	of	ADP
fcis-15114	78	36	positions	position	NOUN
fcis-15114	78	37	requiring	require	VERB
fcis-15114	78	38	a	a	DET
fcis-15114	78	39	bachelor	bachelor	NOUN
fcis-15114	78	40	's	's	PART
fcis-15114	78	41	degree	degree	NOUN
fcis-15114	78	42	and	and	CCONJ
fcis-15114	78	43	no	no	DET
fcis-15114	78	44	degree	degree	NOUN
fcis-15114	78	45	requirement	requirement	NOUN
fcis-15114	78	46	is	be	AUX
fcis-15114	78	47	at	at	ADP
fcis-15114	78	48	the	the	DET
fcis-15114	78	49	same	same	ADJ
fcis-15114	78	50	level	level	NOUN
fcis-15114	78	51	.	.	PUNCT
fcis-15114	79	1	these	these	DET
fcis-15114	79	2	three	three	NUM
fcis-15114	79	3	types	type	NOUN
fcis-15114	79	4	of	of	ADP
fcis-15114	79	5	degree	degree	NOUN
fcis-15114	79	6	requirements	requirement	NOUN
fcis-15114	79	7	constitute	constitute	VERB
fcis-15114	79	8	the	the	DET
fcis-15114	79	9	largest	large	ADJ
fcis-15114	79	10	proportion	proportion	NOUN
fcis-15114	79	11	of	of	ADP
fcis-15114	79	12	degree	degree	NOUN
fcis-15114	79	13	requirements	requirement	NOUN
fcis-15114	79	14	:	:	PUNCT
fcis-15114	79	15	91.55	91.55	NUM
fcis-15114	79	16	%	%	NOUN
fcis-15114	79	17	for	for	ADP
fcis-15114	79	18	the	the	DET
fcis-15114	79	19	director	director	NOUN
fcis-15114	79	20	of	of	ADP
fcis-15114	79	21	operations	operation	NOUN
fcis-15114	79	22	,	,	PUNCT
fcis-15114	79	23	91.75	91.75	NUM
fcis-15114	79	24	%	%	NOUN
fcis-15114	79	25	for	for	ADP
fcis-15114	79	26	the	the	DET
fcis-15114	79	27	director	director	NOUN
fcis-15114	79	28	or	or	CCONJ
fcis-15114	79	29	manager	manager	NOUN
fcis-15114	79	30	of	of	ADP
fcis-15114	79	31	network	network	NOUN
fcis-15114	79	32	operations	operation	NOUN
fcis-15114	79	33	,	,	PUNCT
fcis-15114	79	34	82.99	82.99	NUM
fcis-15114	79	35	%	%	NOUN
fcis-15114	79	36	for	for	ADP
fcis-15114	79	37	the	the	DET
fcis-15114	79	38	network	network	NOUN
fcis-15114	79	39	promotion	promotion	NOUN
fcis-15114	79	40	specialist	specialist	NOUN
fcis-15114	79	41	,	,	PUNCT
fcis-15114	79	42	and	and	CCONJ
fcis-15114	79	43	88	88	NUM
fcis-15114	79	44	%	%	NOUN
fcis-15114	79	45	for	for	ADP
fcis-15114	79	46	the	the	DET
fcis-15114	79	47	sales	sale	NOUN
fcis-15114	79	48	representative	representative	NOUN
fcis-15114	79	49	.	.	PUNCT
fcis-15114	80	1	it	it	PRON
fcis-15114	80	2	can	can	AUX
fcis-15114	80	3	be	be	AUX
fcis-15114	80	4	concluded	conclude	VERB
fcis-15114	80	5	that	that	SCONJ
fcis-15114	80	6	compared	compare	VERB
fcis-15114	80	7	to	to	ADP
fcis-15114	80	8	the	the	DET
fcis-15114	80	9	requirements	requirement	NOUN
fcis-15114	80	10	for	for	ADP
fcis-15114	80	11	the	the	DET
fcis-15114	80	12	positions	position	NOUN
fcis-15114	80	13	of	of	ADP
fcis-15114	80	14	operations	operation	NOUN
fcis-15114	80	15	director	director	NOUN
fcis-15114	80	16	and	and	CCONJ
fcis-15114	80	17	network	network	NOUN
fcis-15114	80	18	operations	operation	NOUN
fcis-15114	80	19	director	director	NOUN
fcis-15114	80	20	or	or	CCONJ
fcis-15114	80	21	manager	manager	NOUN
fcis-15114	80	22	,	,	PUNCT
fcis-15114	80	23	the	the	DET
fcis-15114	80	24	employment	employment	NOUN
fcis-15114	80	25	threshold	threshold	NOUN
fcis-15114	80	26	for	for	ADP
fcis-15114	80	27	network	network	NOUN
fcis-15114	80	28	promotion	promotion	NOUN
fcis-15114	80	29	specialists	specialist	NOUN
fcis-15114	80	30	and	and	CCONJ
fcis-15114	80	31	sales	sale	NOUN
fcis-15114	80	32	representatives	representative	NOUN
fcis-15114	80	33	is	be	AUX
fcis-15114	80	34	lower	low	ADJ
fcis-15114	80	35	,	,	PUNCT
fcis-15114	80	36	and	and	CCONJ
fcis-15114	80	37	the	the	DET
fcis-15114	80	38	educational	educational	ADJ
fcis-15114	80	39	requirements	requirement	NOUN
fcis-15114	80	40	for	for	ADP
fcis-15114	80	41	job	job	NOUN
fcis-15114	80	42	applicants	applicant	NOUN
fcis-15114	80	43	are	be	AUX
fcis-15114	80	44	not	not	PART
fcis-15114	80	45	high	high	ADJ
fcis-15114	80	46	.	.	PUNCT
fcis-15114	81	1	this	this	PRON
fcis-15114	81	2	also	also	ADV
fcis-15114	81	3	means	mean	VERB
fcis-15114	81	4	that	that	SCONJ
fcis-15114	81	5	for	for	ADP
fcis-15114	81	6	job	job	NOUN
fcis-15114	81	7	seekers	seeker	NOUN
fcis-15114	81	8	without	without	ADP
fcis-15114	81	9	high	high	ADJ
fcis-15114	81	10	academic	academic	ADJ
fcis-15114	81	11	qualifications	qualification	NOUN
fcis-15114	81	12	,	,	PUNCT
fcis-15114	81	13	online	online	ADJ
fcis-15114	81	14	promotion	promotion	NOUN
fcis-15114	81	15	specialists	specialist	NOUN
fcis-15114	81	16	and	and	CCONJ
fcis-15114	81	17	sales	sale	NOUN
fcis-15114	81	18	representatives	representative	NOUN
fcis-15114	81	19	are	be	AUX
fcis-15114	81	20	suitable	suitable	ADJ
fcis-15114	81	21	options	option	NOUN
fcis-15114	81	22	.	.	PUNCT
fcis-15114	82	1	of	of	ADP
fcis-15114	82	2	course	course	ADV
fcis-15114	82	3	,	,	PUNCT
fcis-15114	82	4	we	we	PRON
fcis-15114	82	5	need	need	VERB
fcis-15114	82	6	to	to	PART
fcis-15114	82	7	be	be	AUX
fcis-15114	82	8	clear	clear	ADJ
fcis-15114	82	9	that	that	SCONJ
fcis-15114	82	10	although	although	SCONJ
fcis-15114	82	11	academic	academic	ADJ
fcis-15114	82	12	qualifications	qualification	NOUN
fcis-15114	82	13	have	have	VERB
fcis-15114	82	14	a	a	DET
fcis-15114	82	15	significant	significant	ADJ
fcis-15114	82	16	impact	impact	NOUN
fcis-15114	82	17	on	on	ADP
fcis-15114	82	18	job	job	NOUN
fcis-15114	82	19	seekers	seeker	NOUN
fcis-15114	82	20	'	'	PART
fcis-15114	82	21	employment	employment	NOUN
fcis-15114	82	22	and	and	CCONJ
fcis-15114	82	23	career	career	NOUN
fcis-15114	82	24	development	development	NOUN
fcis-15114	82	25	,	,	PUNCT
fcis-15114	82	26	they	they	PRON
fcis-15114	82	27	are	be	AUX
fcis-15114	82	28	not	not	PART
fcis-15114	82	29	the	the	DET
fcis-15114	82	30	only	only	ADV
fcis-15114	82	31	determining	determine	VERB
fcis-15114	82	32	factor	factor	NOUN
fcis-15114	82	33	.	.	PUNCT
fcis-15114	83	1	therefore	therefore	ADV
fcis-15114	83	2	,	,	PUNCT
fcis-15114	83	3	job	job	NOUN
fcis-15114	83	4	seekers	seeker	NOUN
fcis-15114	83	5	need	need	VERB
fcis-15114	83	6	to	to	PART
fcis-15114	83	7	continuously	continuously	ADV
fcis-15114	83	8	improve	improve	VERB
fcis-15114	83	9	their	their	PRON
fcis-15114	83	10	comprehensive	comprehensive	ADJ
fcis-15114	83	11	quality	quality	NOUN
fcis-15114	83	12	based	base	VERB
fcis-15114	83	13	on	on	ADP
fcis-15114	83	14	a	a	DET
fcis-15114	83	15	solid	solid	ADJ
fcis-15114	83	16	grasp	grasp	NOUN
fcis-15114	83	17	of	of	ADP
fcis-15114	83	18	professional	professional	ADJ
fcis-15114	83	19	knowledge	knowledge	NOUN
fcis-15114	83	20	to	to	PART
fcis-15114	83	21	cope	cope	VERB
fcis-15114	83	22	with	with	ADP
fcis-15114	83	23	the	the	DET
fcis-15114	83	24	ever	ever	ADV
fcis-15114	83	25	-	-	PUNCT
fcis-15114	83	26	changing	change	VERB
fcis-15114	83	27	workplace	workplace	NOUN
fcis-15114	83	28	challenges	challenge	NOUN
fcis-15114	83	29	.	.	PUNCT
fcis-15114	84	1	figure	figure	NOUN
fcis-15114	84	2	2	2	NUM
fcis-15114	84	3	.	.	PUNCT
fcis-15114	85	1	distribution	distribution	NOUN
fcis-15114	85	2	of	of	ADP
fcis-15114	85	3	education	education	NOUN
fcis-15114	85	4	requirements	requirement	NOUN
fcis-15114	85	5	for	for	ADP
fcis-15114	85	6	e	e	NOUN
fcis-15114	85	7	-	-	NOUN
fcis-15114	85	8	commerce	commerce	NOUN
fcis-15114	85	9	positions	position	NOUN
fcis-15114	85	10	using	use	VERB
fcis-15114	85	11	a	a	DET
fcis-15114	85	12	rose	rose	NOUN
fcis-15114	85	13	diagram	diagram	NOUN
fcis-15114	85	14	3.5.3	3.5.3	NUM
fcis-15114	85	15	.	.	PUNCT
fcis-15114	86	1	experience	experience	NOUN
fcis-15114	86	2	requirement	requirement	NOUN
fcis-15114	86	3	analysis	analysis	NOUN
fcis-15114	86	4	in	in	ADP
fcis-15114	86	5	recruitment	recruitment	NOUN
fcis-15114	86	6	,	,	PUNCT
fcis-15114	86	7	job	job	NOUN
fcis-15114	86	8	seekers	seeker	NOUN
fcis-15114	86	9	'	'	PART
fcis-15114	86	10	work	work	NOUN
fcis-15114	86	11	experience	experience	NOUN
fcis-15114	86	12	is	be	AUX
fcis-15114	86	13	an	an	DET
fcis-15114	86	14	aspect	aspect	NOUN
fcis-15114	86	15	that	that	SCONJ
fcis-15114	86	16	enterprises	enterprise	NOUN
fcis-15114	86	17	value	value	VERB
fcis-15114	86	18	more	more	ADJ
fcis-15114	86	19	.	.	PUNCT
fcis-15114	87	1	experienced	experienced	ADJ
fcis-15114	87	2	job	job	NOUN
fcis-15114	87	3	seekers	seeker	NOUN
fcis-15114	87	4	are	be	AUX
fcis-15114	87	5	usually	usually	ADV
fcis-15114	87	6	more	more	ADV
fcis-15114	87	7	favored	favor	VERB
fcis-15114	87	8	by	by	ADP
fcis-15114	87	9	employers	employer	NOUN
fcis-15114	87	10	.	.	PUNCT
fcis-15114	88	1	through	through	ADP
fcis-15114	88	2	statistical	statistical	ADJ
fcis-15114	88	3	analysis	analysis	NOUN
fcis-15114	88	4	of	of	ADP
fcis-15114	88	5	the	the	DET
fcis-15114	88	6	experience	experience	NOUN
fcis-15114	88	7	requirements	requirement	VERB
fcis-15114	88	8	fields	field	NOUN
fcis-15114	88	9	for	for	ADP
fcis-15114	88	10	the	the	DET
fcis-15114	88	11	four	four	NUM
fcis-15114	88	12	types	type	NOUN
fcis-15114	88	13	of	of	ADP
fcis-15114	88	14	positions	position	NOUN
fcis-15114	88	15	in	in	ADP
fcis-15114	88	16	figure	figure	NOUN
fcis-15114	88	17	3	3	NUM
fcis-15114	88	18	,	,	PUNCT
fcis-15114	88	19	we	we	PRON
fcis-15114	88	20	found	find	VERB
fcis-15114	88	21	that	that	SCONJ
fcis-15114	88	22	the	the	DET
fcis-15114	88	23	proportion	proportion	NOUN
fcis-15114	88	24	of	of	ADP
fcis-15114	88	25	positions	position	NOUN
fcis-15114	88	26	requiring	require	VERB
fcis-15114	88	27	no	no	DET
fcis-15114	88	28	experience	experience	NOUN
fcis-15114	88	29	was	be	AUX
fcis-15114	88	30	33.68	33.68	NUM
fcis-15114	88	31	%	%	NOUN
fcis-15114	88	32	,	,	PUNCT
fcis-15114	88	33	39.04	39.04	NUM
fcis-15114	88	34	%	%	NOUN
fcis-15114	88	35	,	,	PUNCT
fcis-15114	88	36	53.77	53.77	NUM
fcis-15114	88	37	%	%	NOUN
fcis-15114	88	38	,	,	PUNCT
fcis-15114	88	39	and	and	CCONJ
fcis-15114	88	40	65.59	65.59	NUM
fcis-15114	88	41	%	%	NOUN
fcis-15114	88	42	for	for	ADP
fcis-15114	88	43	the	the	DET
fcis-15114	88	44	positions	position	NOUN
fcis-15114	88	45	of	of	ADP
fcis-15114	88	46	operations	operation	NOUN
fcis-15114	88	47	director	director	NOUN
fcis-15114	88	48	,	,	PUNCT
fcis-15114	88	49	network	network	NOUN
fcis-15114	88	50	operations	operation	NOUN
fcis-15114	88	51	director	director	NOUN
fcis-15114	88	52	or	or	CCONJ
fcis-15114	88	53	manager	manager	NOUN
fcis-15114	88	54	,	,	PUNCT
fcis-15114	88	55	network	network	NOUN
fcis-15114	88	56	promotion	promotion	NOUN
fcis-15114	88	57	specialist	specialist	NOUN
fcis-15114	88	58	,	,	PUNCT
fcis-15114	88	59	and	and	CCONJ
fcis-15114	88	60	sales	sale	NOUN
fcis-15114	88	61	representative	representative	NOUN
fcis-15114	88	62	,	,	PUNCT
fcis-15114	88	63	respectively	respectively	ADV
fcis-15114	88	64	.	.	PUNCT
fcis-15114	89	1	among	among	ADP
fcis-15114	89	2	them	they	PRON
fcis-15114	89	3	,	,	PUNCT
fcis-15114	89	4	the	the	DET
fcis-15114	89	5	experience	experience	NOUN
fcis-15114	89	6	requirements	requirement	NOUN
fcis-15114	89	7	for	for	ADP
fcis-15114	89	8	network	network	NOUN
fcis-15114	89	9	promotion	promotion	NOUN
fcis-15114	89	10	specialists	specialist	NOUN
fcis-15114	89	11	and	and	CCONJ
fcis-15114	89	12	sales	sale	NOUN
fcis-15114	89	13	representatives	representative	NOUN
fcis-15114	89	14	are	be	AUX
fcis-15114	89	15	relatively	relatively	ADV
fcis-15114	89	16	low	low	ADJ
fcis-15114	89	17	,	,	PUNCT
fcis-15114	89	18	while	while	SCONJ
fcis-15114	89	19	those	those	PRON
fcis-15114	89	20	for	for	ADP
fcis-15114	89	21	operations	operation	NOUN
fcis-15114	89	22	directors	director	NOUN
fcis-15114	89	23	and	and	CCONJ
fcis-15114	89	24	network	network	NOUN
fcis-15114	89	25	operations	operation	NOUN
fcis-15114	89	26	directors	director	NOUN
fcis-15114	89	27	or	or	CCONJ
fcis-15114	89	28	managers	manager	NOUN
fcis-15114	89	29	are	be	AUX
fcis-15114	89	30	relatively	relatively	ADV
fcis-15114	89	31	high	high	ADJ
fcis-15114	89	32	.	.	PUNCT
fcis-15114	90	1	it	it	PRON
fcis-15114	90	2	should	should	AUX
fcis-15114	90	3	be	be	AUX
fcis-15114	90	4	noted	note	VERB
fcis-15114	90	5	that	that	SCONJ
fcis-15114	90	6	the	the	DET
fcis-15114	90	7	number	number	NOUN
fcis-15114	90	8	of	of	ADP
fcis-15114	90	9	positions	position	NOUN
fcis-15114	90	10	requiring	require	VERB
fcis-15114	90	11	no	no	DET
fcis-15114	90	12	experience	experience	NOUN
fcis-15114	90	13	is	be	AUX
fcis-15114	90	14	the	the	DET
fcis-15114	90	15	largest	large	ADJ
fcis-15114	90	16	.	.	PUNCT
fcis-15114	91	1	this	this	PRON
fcis-15114	91	2	is	be	AUX
fcis-15114	91	3	mainly	mainly	ADV
fcis-15114	91	4	related	relate	VERB
fcis-15114	91	5	to	to	ADP
fcis-15114	91	6	the	the	DET
fcis-15114	91	7	characteristics	characteristic	NOUN
fcis-15114	91	8	of	of	ADP
fcis-15114	91	9	e	e	NOUN
fcis-15114	91	10	-	-	NOUN
fcis-15114	91	11	commerce	commerce	NOUN
fcis-15114	91	12	jobs	job	NOUN
fcis-15114	91	13	,	,	PUNCT
fcis-15114	91	14	as	as	SCONJ
fcis-15114	91	15	the	the	DET
fcis-15114	91	16	entry	entry	NOUN
fcis-15114	91	17	threshold	threshold	NOUN
fcis-15114	91	18	for	for	ADP
fcis-15114	91	19	such	such	ADJ
fcis-15114	91	20	jobs	job	NOUN
fcis-15114	91	21	is	be	AUX
fcis-15114	91	22	relatively	relatively	ADV
fcis-15114	91	23	low	low	ADJ
fcis-15114	91	24	,	,	PUNCT
fcis-15114	91	25	and	and	CCONJ
fcis-15114	91	26	anyone	anyone	PRON
fcis-15114	91	27	can	can	AUX
fcis-15114	91	28	try	try	VERB
fcis-15114	91	29	them	they	PRON
fcis-15114	91	30	without	without	ADP
fcis-15114	91	31	requiring	require	VERB
fcis-15114	91	32	too	too	ADV
fcis-15114	91	33	much	much	ADJ
fcis-15114	91	34	experience	experience	NOUN
fcis-15114	91	35	.	.	PUNCT
fcis-15114	92	1	the	the	DET
fcis-15114	92	2	work	work	NOUN
fcis-15114	92	3	is	be	AUX
fcis-15114	92	4	easy	easy	ADJ
fcis-15114	92	5	to	to	PART
fcis-15114	92	6	get	get	AUX
fcis-15114	92	7	started	start	VERB
fcis-15114	92	8	and	and	CCONJ
fcis-15114	92	9	fast	fast	ADJ
fcis-15114	92	10	to	to	PART
fcis-15114	92	11	learn	learn	VERB
fcis-15114	92	12	.	.	PUNCT
fcis-15114	93	1	however	however	ADV
fcis-15114	93	2	,	,	PUNCT
fcis-15114	93	3	for	for	ADP
fcis-15114	93	4	some	some	DET
fcis-15114	93	5	high	high	ADJ
fcis-15114	93	6	-	-	PUNCT
fcis-15114	93	7	level	level	NOUN
fcis-15114	93	8	positions	position	NOUN
fcis-15114	93	9	,	,	PUNCT
fcis-15114	93	10	such	such	ADJ
fcis-15114	93	11	as	as	ADP
fcis-15114	93	12	the	the	DET
fcis-15114	93	13	director	director	NOUN
fcis-15114	93	14	of	of	ADP
fcis-15114	93	15	operations	operation	NOUN
fcis-15114	93	16	and	and	CCONJ
fcis-15114	93	17	the	the	DET
fcis-15114	93	18	director	director	NOUN
fcis-15114	93	19	or	or	CCONJ
fcis-15114	93	20	manager	manager	NOUN
fcis-15114	93	21	of	of	ADP
fcis-15114	93	22	network	network	NOUN
fcis-15114	93	23	operations	operation	NOUN
fcis-15114	93	24	,	,	PUNCT
fcis-15114	93	25	a	a	DET
fcis-15114	93	26	certain	certain	ADJ
fcis-15114	93	27	amount	amount	NOUN
fcis-15114	93	28	of	of	ADP
fcis-15114	93	29	work	work	NOUN
fcis-15114	93	30	experience	experience	NOUN
fcis-15114	93	31	is	be	AUX
fcis-15114	93	32	still	still	ADV
fcis-15114	93	33	required	require	VERB
fcis-15114	93	34	to	to	PART
fcis-15114	93	35	be	be	AUX
fcis-15114	93	36	better	well	ADV
fcis-15114	93	37	qualified	qualified	ADJ
fcis-15114	93	38	for	for	ADP
fcis-15114	93	39	the	the	DET
fcis-15114	93	40	job	job	NOUN
fcis-15114	93	41	.	.	PUNCT
fcis-15114	94	1	therefore	therefore	ADV
fcis-15114	94	2	,	,	PUNCT
fcis-15114	94	3	the	the	DET
fcis-15114	94	4	experience	experience	NOUN
fcis-15114	94	5	requirements	requirement	NOUN
fcis-15114	94	6	for	for	ADP
fcis-15114	94	7	job	job	NOUN
fcis-15114	94	8	seekers	seeker	NOUN
fcis-15114	94	9	in	in	ADP
fcis-15114	94	10	this	this	DET
fcis-15114	94	11	type	type	NOUN
fcis-15114	94	12	of	of	ADP
fcis-15114	94	13	position	position	NOUN
fcis-15114	94	14	are	be	AUX
fcis-15114	94	15	mainly	mainly	ADV
fcis-15114	94	16	1	1	NUM
fcis-15114	94	17	-	-	SYM
fcis-15114	94	18	3	3	NUM
fcis-15114	94	19	years	year	NOUN
fcis-15114	94	20	of	of	ADP
fcis-15114	94	21	experience	experience	NOUN
fcis-15114	94	22	,	,	PUNCT
fcis-15114	94	23	and	and	CCONJ
fcis-15114	94	24	the	the	DET
fcis-15114	94	25	number	number	NOUN
fcis-15114	94	26	of	of	ADP
fcis-15114	94	27	positions	position	NOUN
fcis-15114	94	28	with	with	ADP
fcis-15114	94	29	3	3	NUM
fcis-15114	94	30	-	-	SYM
fcis-15114	94	31	5	5	NUM
fcis-15114	94	32	years	year	NOUN
fcis-15114	94	33	of	of	ADP
fcis-15114	94	34	experience	experience	NOUN
fcis-15114	94	35	and	and	CCONJ
fcis-15114	94	36	5	5	NUM
fcis-15114	94	37	-	-	SYM
fcis-15114	94	38	10	10	NUM
fcis-15114	94	39	years	year	NOUN
fcis-15114	94	40	of	of	ADP
fcis-15114	94	41	experience	experience	NOUN
fcis-15114	94	42	is	be	AUX
fcis-15114	94	43	far	far	ADV
fcis-15114	94	44	greater	great	ADJ
fcis-15114	94	45	than	than	ADP
fcis-15114	94	46	that	that	PRON
fcis-15114	94	47	of	of	ADP
fcis-15114	94	48	network	network	NOUN
fcis-15114	94	49	promotion	promotion	NOUN
fcis-15114	94	50	specialists	specialist	NOUN
fcis-15114	94	51	and	and	CCONJ
fcis-15114	94	52	sales	sale	NOUN
fcis-15114	94	53	representatives	representative	NOUN
fcis-15114	94	54	.	.	PUNCT
fcis-15114	95	1	3.5.4	3.5.4	NUM
fcis-15114	95	2	.	.	PUNCT
fcis-15114	95	3	post	post	NOUN
fcis-15114	95	4	salary	salary	NOUN
fcis-15114	95	5	distribution	distribution	NOUN
fcis-15114	95	6	this	this	DET
fcis-15114	95	7	article	article	NOUN
fcis-15114	95	8	conducts	conduct	VERB
fcis-15114	95	9	a	a	DET
fcis-15114	95	10	visual	visual	ADJ
fcis-15114	95	11	analysis	analysis	NOUN
fcis-15114	95	12	of	of	ADP
fcis-15114	95	13	the	the	DET
fcis-15114	95	14	salary	salary	NOUN
fcis-15114	95	15	and	and	CCONJ
fcis-15114	95	16	educational	educational	ADJ
fcis-15114	95	17	requirements	requirement	NOUN
fcis-15114	95	18	for	for	ADP
fcis-15114	95	19	these	these	DET
fcis-15114	95	20	four	four	NUM
fcis-15114	95	21	types	type	NOUN
fcis-15114	95	22	of	of	ADP
fcis-15114	95	23	positions	position	NOUN
fcis-15114	95	24	.	.	PUNCT
fcis-15114	96	1	as	as	SCONJ
fcis-15114	96	2	shown	show	VERB
fcis-15114	96	3	in	in	ADP
fcis-15114	96	4	figure	figure	NOUN
fcis-15114	96	5	4	4	NUM
fcis-15114	96	6	,	,	PUNCT
fcis-15114	96	7	the	the	DET
fcis-15114	96	8	highest	high	ADJ
fcis-15114	96	9	salaries	salary	NOUN
fcis-15114	96	10	for	for	ADP
fcis-15114	96	11	these	these	DET
fcis-15114	96	12	four	four	NUM
fcis-15114	96	13	types	type	NOUN
fcis-15114	96	14	of	of	ADP
fcis-15114	96	15	positions	position	NOUN
fcis-15114	96	16	are	be	AUX
fcis-15114	96	17	concentrated	concentrate	VERB
fcis-15114	96	18	in	in	ADP
fcis-15114	96	19	the	the	DET
fcis-15114	96	20	"	"	PUNCT
fcis-15114	96	21	master	master	NOUN
fcis-15114	96	22	's	's	PART
fcis-15114	96	23	degree	degree	NOUN
fcis-15114	96	24	"	"	PUNCT
fcis-15114	96	25	category	category	NOUN
fcis-15114	96	26	,	,	PUNCT
fcis-15114	96	27	followed	follow	VERB
fcis-15114	96	28	by	by	ADP
fcis-15114	96	29	the	the	DET
fcis-15114	96	30	"	"	PUNCT
fcis-15114	96	31	doctoral	doctoral	ADJ
fcis-15114	96	32	degree	degree	NOUN
fcis-15114	96	33	"	"	PUNCT
fcis-15114	96	34	category	category	NOUN
fcis-15114	96	35	.	.	PUNCT
fcis-15114	97	1	the	the	DET
fcis-15114	97	2	salary	salary	NOUN
fcis-15114	97	3	situation	situation	NOUN
fcis-15114	97	4	has	have	AUX
fcis-15114	97	5	been	be	AUX
fcis-15114	97	6	steadily	steadily	ADV
fcis-15114	97	7	rising	rise	VERB
fcis-15114	97	8	from	from	ADP
fcis-15114	97	9	"	"	PUNCT
fcis-15114	97	10	college	college	NOUN
fcis-15114	97	11	degree	degree	NOUN
fcis-15114	97	12	"	"	PUNCT
fcis-15114	97	13	to	to	ADP
fcis-15114	97	14	"	"	PUNCT
fcis-15114	97	15	bachelor	bachelor	NOUN
fcis-15114	97	16	degree	degree	NOUN
fcis-15114	97	17	"	"	PUNCT
fcis-15114	97	18	.	.	PUNCT
fcis-15114	98	1	in	in	ADP
fcis-15114	98	2	general	general	ADJ
fcis-15114	98	3	,	,	PUNCT
fcis-15114	98	4	job	job	NOUN
fcis-15114	98	5	salaries	salary	NOUN
fcis-15114	98	6	depend	depend	VERB
fcis-15114	98	7	on	on	ADP
fcis-15114	98	8	the	the	DET
fcis-15114	98	9	level	level	NOUN
fcis-15114	98	10	of	of	ADP
fcis-15114	98	11	education	education	NOUN
fcis-15114	98	12	.	.	PUNCT
fcis-15114	99	1	however	however	ADV
fcis-15114	99	2	,	,	PUNCT
fcis-15114	99	3	due	due	ADP
fcis-15114	99	4	to	to	ADP
fcis-15114	99	5	the	the	DET
fcis-15114	99	6	particularity	particularity	NOUN
fcis-15114	99	7	of	of	ADP
fcis-15114	99	8	ecommerce	ecommerce	NOUN
fcis-15114	99	9	positions	position	NOUN
fcis-15114	99	10	,	,	PUNCT
fcis-15114	99	11	this	this	DET
fcis-15114	99	12	article	article	NOUN
fcis-15114	99	13	found	find	VERB
fcis-15114	99	14	that	that	SCONJ
fcis-15114	99	15	the	the	DET
fcis-15114	99	16	salary	salary	NOUN
fcis-15114	99	17	for	for	ADP
fcis-15114	99	18	"	"	PUNCT
fcis-15114	99	19	no	no	DET
fcis-15114	99	20	academic	academic	ADJ
fcis-15114	99	21	requirements	requirement	NOUN
fcis-15114	99	22	"	"	PUNCT
fcis-15114	99	23	is	be	AUX
fcis-15114	99	24	also	also	ADV
fcis-15114	99	25	not	not	PART
fcis-15114	99	26	low	low	ADJ
fcis-15114	99	27	,	,	PUNCT
fcis-15114	99	28	indicating	indicate	VERB
fcis-15114	99	29	that	that	SCONJ
fcis-15114	99	30	the	the	DET
fcis-15114	99	31	entry	entry	NOUN
fcis-15114	99	32	threshold	threshold	NOUN
fcis-15114	99	33	for	for	ADP
fcis-15114	99	34	such	such	ADJ
fcis-15114	99	35	positions	position	NOUN
fcis-15114	99	36	is	be	AUX
fcis-15114	99	37	low	low	ADJ
fcis-15114	99	38	.	.	PUNCT
fcis-15114	100	1	the	the	DET
fcis-15114	100	2	salary	salary	NOUN
fcis-15114	100	3	for	for	ADP
fcis-15114	100	4	"	"	PUNCT
fcis-15114	100	5	phd	phd	NOUN
fcis-15114	100	6	"	"	PUNCT
fcis-15114	100	7	is	be	AUX
fcis-15114	100	8	lower	low	ADJ
fcis-15114	100	9	than	than	ADP
fcis-15114	100	10	that	that	PRON
fcis-15114	100	11	for	for	ADP
fcis-15114	100	12	"	"	PUNCT
fcis-15114	100	13	master	master	NOUN
fcis-15114	100	14	"	"	PUNCT
fcis-15114	100	15	,	,	PUNCT
fcis-15114	100	16	and	and	CCONJ
fcis-15114	100	17	this	this	DET
fcis-15114	100	18	article	article	NOUN
fcis-15114	100	19	speculates	speculate	VERB
fcis-15114	100	20	that	that	SCONJ
fcis-15114	100	21	the	the	DET
fcis-15114	100	22	industry	industry	NOUN
fcis-15114	100	23	's	's	PART
fcis-15114	100	24	position	position	NOUN
fcis-15114	100	25	requires	require	VERB
fcis-15114	100	26	a	a	DET
fcis-15114	100	27	lower	low	ADJ
fcis-15114	100	28	requirement	requirement	NOUN
fcis-15114	100	29	for	for	ADP
fcis-15114	100	30	"	"	PUNCT
fcis-15114	100	31	phd	phd	NOUN
fcis-15114	100	32	"	"	PUNCT
fcis-15114	100	33	degree	degree	NOUN
fcis-15114	100	34	applicants	applicant	NOUN
fcis-15114	100	35	.	.	PUNCT
fcis-15114	101	1	due	due	ADP
fcis-15114	101	2	to	to	ADP
fcis-15114	101	3	the	the	DET
fcis-15114	101	4	industry	industry	NOUN
fcis-15114	101	5	's	's	PART
fcis-15114	101	6	more	more	ADJ
fcis-15114	101	7	opportunities	opportunity	NOUN
fcis-15114	101	8	for	for	ADP
fcis-15114	101	9	promotion	promotion	NOUN
fcis-15114	101	10	,	,	PUNCT
fcis-15114	101	11	"	"	PUNCT
fcis-15114	101	12	phd	phd	NOUN
fcis-15114	101	13	"	"	PUNCT
fcis-15114	101	14	degree	degree	NOUN
fcis-15114	101	15	applicants	applicant	NOUN
fcis-15114	101	16	only	only	ADV
fcis-15114	101	17	come	come	VERB
fcis-15114	101	18	to	to	ADP
fcis-15114	101	19	this	this	DET
fcis-15114	101	20	industry	industry	NOUN
fcis-15114	101	21	as	as	ADP
fcis-15114	101	22	a	a	DET
fcis-15114	101	23	stepping	stepping	ADJ
fcis-15114	101	24	stone	stone	NOUN
fcis-15114	101	25	for	for	ADP
fcis-15114	101	26	upward	upward	ADJ
fcis-15114	101	27	promotion	promotion	NOUN
fcis-15114	101	28	,	,	PUNCT
fcis-15114	101	29	so	so	CCONJ
fcis-15114	101	30	the	the	DET
fcis-15114	101	31	initial	initial	ADJ
fcis-15114	101	32	salary	salary	NOUN
fcis-15114	101	33	is	be	AUX
fcis-15114	101	34	lower	low	ADJ
fcis-15114	101	35	.	.	PUNCT
fcis-15114	102	1	42	42	NUM
fcis-15114	102	2	(	(	PUNCT
fcis-15114	102	3	a	a	NOUN
fcis-15114	102	4	)	)	PUNCT
fcis-15114	102	5	(	(	PUNCT
fcis-15114	102	6	b	b	X
fcis-15114	102	7	)	)	PUNCT
fcis-15114	102	8	(	(	PUNCT
fcis-15114	102	9	c	c	X
fcis-15114	102	10	)	)	PUNCT
fcis-15114	102	11	(	(	PUNCT
fcis-15114	102	12	d	d	X
fcis-15114	102	13	)	)	PUNCT
fcis-15114	102	14	figure	figure	NOUN
fcis-15114	102	15	3	3	NUM
fcis-15114	102	16	.	.	NOUN
fcis-15114	102	17	funnel	funnel	NOUN
fcis-15114	102	18	diagram	diagram	NOUN
fcis-15114	102	19	of	of	ADP
fcis-15114	102	20	job	job	NOUN
fcis-15114	102	21	experience	experience	NOUN
fcis-15114	102	22	requirements	requirement	NOUN
fcis-15114	102	23	for	for	ADP
fcis-15114	102	24	e	e	NOUN
fcis-15114	102	25	-	-	NOUN
fcis-15114	102	26	commerce	commerce	NOUN
fcis-15114	102	27	positions	position	NOUN
fcis-15114	102	28	figure	figure	VERB
fcis-15114	102	29	4	4	NUM
fcis-15114	102	30	.	.	PUNCT
fcis-15114	103	1	bar	bar	NOUN
fcis-15114	103	2	chart	chart	NOUN
fcis-15114	103	3	of	of	ADP
fcis-15114	103	4	e	e	NOUN
fcis-15114	103	5	-	-	NOUN
fcis-15114	103	6	commerce	commerce	NOUN
fcis-15114	103	7	job	job	NOUN
fcis-15114	103	8	salary	salary	NOUN
fcis-15114	103	9	and	and	CCONJ
fcis-15114	103	10	educational	educational	ADJ
fcis-15114	103	11	requirements	requirement	NOUN
fcis-15114	103	12	figure	figure	VERB
fcis-15114	103	13	5	5	NUM
fcis-15114	103	14	.	.	PUNCT
fcis-15114	103	15	bar	bar	NOUN
fcis-15114	103	16	chart	chart	NOUN
fcis-15114	103	17	of	of	ADP
fcis-15114	103	18	salary	salary	NOUN
fcis-15114	103	19	and	and	CCONJ
fcis-15114	103	20	work	work	NOUN
fcis-15114	103	21	experience	experience	NOUN
fcis-15114	103	22	requirements	requirement	NOUN
fcis-15114	103	23	for	for	ADP
fcis-15114	103	24	e	e	NOUN
fcis-15114	103	25	-	-	NOUN
fcis-15114	103	26	commerce	commerce	NOUN
fcis-15114	103	27	positions	position	NOUN
fcis-15114	103	28	in	in	ADP
fcis-15114	103	29	addition	addition	NOUN
fcis-15114	103	30	,	,	PUNCT
fcis-15114	103	31	this	this	DET
fcis-15114	103	32	article	article	NOUN
fcis-15114	103	33	also	also	ADV
fcis-15114	103	34	compares	compare	VERB
fcis-15114	103	35	and	and	CCONJ
fcis-15114	103	36	analyzes	analyze	VERB
fcis-15114	103	37	the	the	DET
fcis-15114	103	38	salary	salary	NOUN
fcis-15114	103	39	and	and	CCONJ
fcis-15114	103	40	work	work	NOUN
fcis-15114	103	41	experience	experience	NOUN
fcis-15114	103	42	requirements	requirement	NOUN
fcis-15114	103	43	of	of	ADP
fcis-15114	103	44	these	these	DET
fcis-15114	103	45	four	four	NUM
fcis-15114	103	46	types	type	NOUN
fcis-15114	103	47	of	of	ADP
fcis-15114	103	48	positions	position	NOUN
fcis-15114	103	49	.	.	PUNCT
fcis-15114	104	1	as	as	SCONJ
fcis-15114	104	2	shown	show	VERB
fcis-15114	104	3	in	in	ADP
fcis-15114	104	4	figure	figure	NOUN
fcis-15114	104	5	5	5	NUM
fcis-15114	104	6	,	,	PUNCT
fcis-15114	104	7	the	the	DET
fcis-15114	104	8	salary	salary	NOUN
fcis-15114	104	9	peaks	peak	NOUN
fcis-15114	104	10	of	of	ADP
fcis-15114	104	11	these	these	DET
fcis-15114	104	12	four	four	NUM
fcis-15114	104	13	types	type	NOUN
fcis-15114	104	14	of	of	ADP
fcis-15114	104	15	positions	position	NOUN
fcis-15114	104	16	are	be	AUX
fcis-15114	104	17	all	all	PRON
fcis-15114	104	18	located	locate	VERB
fcis-15114	104	19	in	in	ADP
fcis-15114	104	20	the	the	DET
fcis-15114	104	21	demand	demand	NOUN
fcis-15114	104	22	for	for	ADP
fcis-15114	104	23	positions	position	NOUN
fcis-15114	104	24	with	with	ADP
fcis-15114	104	25	"	"	PUNCT
fcis-15114	104	26	more	more	ADJ
fcis-15114	104	27	than	than	ADP
fcis-15114	104	28	10	10	NUM
fcis-15114	104	29	years	year	NOUN
fcis-15114	104	30	of	of	ADP
fcis-15114	104	31	experience	experience	NOUN
fcis-15114	104	32	"	"	PUNCT
fcis-15114	104	33	.	.	PUNCT
fcis-15114	105	1	the	the	DET
fcis-15114	105	2	salary	salary	NOUN
fcis-15114	105	3	from	from	ADP
fcis-15114	105	4	"	"	PUNCT
fcis-15114	105	5	3	3	NUM
fcis-15114	105	6	-	-	SYM
fcis-15114	105	7	5	5	NUM
fcis-15114	105	8	years	year	NOUN
fcis-15114	105	9	of	of	ADP
fcis-15114	105	10	experience	experience	NOUN
fcis-15114	105	11	"	"	PUNCT
fcis-15114	105	12	to	to	ADP
fcis-15114	105	13	"	"	PUNCT
fcis-15114	105	14	more	more	ADJ
fcis-15114	105	15	than	than	ADP
fcis-15114	105	16	10	10	NUM
fcis-15114	105	17	years	year	NOUN
fcis-15114	105	18	of	of	ADP
fcis-15114	105	19	experience	experience	NOUN
fcis-15114	105	20	"	"	PUNCT
fcis-15114	105	21	is	be	AUX
fcis-15114	105	22	in	in	ADP
fcis-15114	105	23	a	a	DET
fcis-15114	105	24	steady	steady	ADJ
fcis-15114	105	25	rise	rise	NOUN
fcis-15114	105	26	stage	stage	NOUN
fcis-15114	105	27	,	,	PUNCT
fcis-15114	105	28	indicating	indicate	VERB
fcis-15114	105	29	that	that	SCONJ
fcis-15114	105	30	as	as	SCONJ
fcis-15114	105	31	the	the	DET
fcis-15114	105	32	working	work	VERB
fcis-15114	105	33	age	age	NOUN
fcis-15114	105	34	increases	increase	VERB
fcis-15114	105	35	,	,	PUNCT
fcis-15114	105	36	the	the	DET
fcis-15114	105	37	salary	salary	NOUN
fcis-15114	105	38	will	will	AUX
fcis-15114	105	39	also	also	ADV
fcis-15114	105	40	increase	increase	VERB
fcis-15114	105	41	.	.	PUNCT
fcis-15114	106	1	however	however	ADV
fcis-15114	106	2	,	,	PUNCT
fcis-15114	106	3	the	the	DET
fcis-15114	106	4	salary	salary	NOUN
fcis-15114	106	5	situation	situation	NOUN
fcis-15114	106	6	of	of	ADP
fcis-15114	106	7	"	"	PUNCT
fcis-15114	106	8	no	no	DET
fcis-15114	106	9	experience	experience	NOUN
fcis-15114	106	10	required	require	VERB
fcis-15114	106	11	"	"	PUNCT
fcis-15114	106	12	and	and	CCONJ
fcis-15114	106	13	"	"	PUNCT
fcis-15114	106	14	1	1	NUM
fcis-15114	106	15	-	-	SYM
fcis-15114	106	16	3	3	NUM
fcis-15114	106	17	years	year	NOUN
fcis-15114	106	18	of	of	ADP
fcis-15114	106	19	experience	experience	NOUN
fcis-15114	106	20	"	"	PUNCT
fcis-15114	106	21	is	be	AUX
fcis-15114	106	22	quite	quite	ADV
fcis-15114	106	23	unique	unique	ADJ
fcis-15114	106	24	.	.	PUNCT
fcis-15114	107	1	we	we	PRON
fcis-15114	107	2	speculate	speculate	VERB
fcis-15114	107	3	that	that	SCONJ
fcis-15114	107	4	this	this	PRON
fcis-15114	107	5	is	be	AUX
fcis-15114	107	6	due	due	ADJ
fcis-15114	107	7	to	to	ADP
fcis-15114	107	8	the	the	DET
fcis-15114	107	9	large	large	ADJ
fcis-15114	107	10	number	number	NOUN
fcis-15114	107	11	of	of	ADP
fcis-15114	107	12	job	job	NOUN
fcis-15114	107	13	openings	opening	NOUN
fcis-15114	107	14	in	in	ADP
fcis-15114	107	15	the	the	DET
fcis-15114	107	16	e	e	PROPN
fcis-15114	107	17	-	-	PROPN
fcis-15114	107	18	commerce	commerce	NOUN
fcis-15114	107	19	industry	industry	NOUN
fcis-15114	107	20	,	,	PUNCT
fcis-15114	107	21	and	and	CCONJ
fcis-15114	107	22	the	the	DET
fcis-15114	107	23	fact	fact	NOUN
fcis-15114	107	24	that	that	SCONJ
fcis-15114	107	25	the	the	DET
fcis-15114	107	26	salary	salary	NOUN
fcis-15114	107	27	composition	composition	NOUN
fcis-15114	107	28	of	of	ADP
fcis-15114	107	29	the	the	DET
fcis-15114	107	30	e	e	PROPN
fcis-15114	107	31	-	-	NOUN
fcis-15114	107	32	commerce	commerce	NOUN
fcis-15114	107	33	industry	industry	NOUN
fcis-15114	107	34	is	be	AUX
fcis-15114	107	35	mostly	mostly	ADV
fcis-15114	107	36	composed	compose	VERB
fcis-15114	107	37	of	of	ADP
fcis-15114	107	38	performance	performance	NOUN
fcis-15114	107	39	commissions	commission	NOUN
fcis-15114	107	40	,	,	PUNCT
fcis-15114	107	41	so	so	ADV
fcis-15114	107	42	many	many	ADJ
fcis-15114	107	43	companies	company	NOUN
fcis-15114	107	44	are	be	AUX
fcis-15114	107	45	using	use	VERB
fcis-15114	107	46	higher	high	ADJ
fcis-15114	107	47	salary	salary	NOUN
fcis-15114	107	48	gimmicks	gimmick	NOUN
fcis-15114	107	49	to	to	PART
fcis-15114	107	50	attract	attract	VERB
fcis-15114	107	51	job	job	NOUN
fcis-15114	107	52	seekers	seeker	NOUN
fcis-15114	107	53	.	.	PUNCT
fcis-15114	108	1	the	the	DET
fcis-15114	108	2	lower	low	ADJ
fcis-15114	108	3	salary	salary	NOUN
fcis-15114	108	4	for	for	ADP
fcis-15114	108	5	the	the	DET
fcis-15114	108	6	"	"	PUNCT
fcis-15114	108	7	1	1	NUM
fcis-15114	108	8	-	-	SYM
fcis-15114	108	9	3	3	NUM
fcis-15114	108	10	years	year	NOUN
fcis-15114	108	11	of	of	ADP
fcis-15114	108	12	experience	experience	NOUN
fcis-15114	108	13	"	"	PUNCT
fcis-15114	108	14	requirement	requirement	NOUN
fcis-15114	108	15	should	should	AUX
fcis-15114	108	16	be	be	AUX
fcis-15114	108	17	the	the	DET
fcis-15114	108	18	actual	actual	ADJ
fcis-15114	108	19	salary	salary	NOUN
fcis-15114	108	20	,	,	PUNCT
fcis-15114	108	21	excluding	exclude	VERB
fcis-15114	108	22	commission	commission	NOUN
fcis-15114	108	23	,	,	PUNCT
fcis-15114	108	24	which	which	PRON
fcis-15114	108	25	leads	lead	VERB
fcis-15114	108	26	to	to	ADP
fcis-15114	108	27	this	this	DET
fcis-15114	108	28	phenomenon	phenomenon	NOUN
fcis-15114	108	29	.	.	PUNCT
fcis-15114	109	1	3.5.5	3.5.5	X
fcis-15114	109	2	.	.	PUNCT
fcis-15114	109	3	distribution	distribution	NOUN
fcis-15114	109	4	of	of	ADP
fcis-15114	109	5	job	job	NOUN
fcis-15114	109	6	competency	competency	NOUN
fcis-15114	109	7	requirements	requirement	NOUN
fcis-15114	109	8	through	through	ADP
fcis-15114	109	9	data	datum	NOUN
fcis-15114	109	10	preprocessing	preprocesse	VERB
fcis-15114	109	11	on	on	ADP
fcis-15114	109	12	the	the	DET
fcis-15114	109	13	field	field	NOUN
fcis-15114	109	14	of	of	ADP
fcis-15114	109	15	work	work	NOUN
fcis-15114	109	16	ability	ability	NOUN
fcis-15114	109	17	requirements	requirement	NOUN
fcis-15114	109	18	,	,	PUNCT
fcis-15114	109	19	text	text	NOUN
fcis-15114	109	20	data	datum	NOUN
fcis-15114	109	21	is	be	AUX
fcis-15114	109	22	cleaned	clean	VERB
fcis-15114	109	23	and	and	CCONJ
fcis-15114	109	24	segmented	segment	VERB
fcis-15114	109	25	.	.	PUNCT
fcis-15114	110	1	the	the	DET
fcis-15114	110	2	original	original	ADJ
fcis-15114	110	3	text	text	NOUN
fcis-15114	110	4	data	datum	NOUN
fcis-15114	110	5	contains	contain	VERB
fcis-15114	110	6	a	a	DET
fcis-15114	110	7	large	large	ADJ
fcis-15114	110	8	number	number	NOUN
fcis-15114	110	9	of	of	ADP
fcis-15114	110	10	words	word	NOUN
fcis-15114	110	11	that	that	PRON
fcis-15114	110	12	are	be	AUX
fcis-15114	110	13	not	not	PART
fcis-15114	110	14	relevant	relevant	ADJ
fcis-15114	110	15	to	to	ADP
fcis-15114	110	16	the	the	DET
fcis-15114	110	17	job	job	NOUN
fcis-15114	110	18	requirements	requirement	NOUN
fcis-15114	110	19	topic	topic	NOUN
fcis-15114	110	20	.	.	PUNCT
fcis-15114	111	1	here	here	ADV
fcis-15114	111	2	is	be	AUX
fcis-15114	111	3	an	an	DET
fcis-15114	111	4	example	example	NOUN
fcis-15114	111	5	to	to	PART
fcis-15114	111	6	illustrate	illustrate	VERB
fcis-15114	111	7	.	.	PUNCT
fcis-15114	112	1	we	we	PRON
fcis-15114	112	2	only	only	ADV
fcis-15114	112	3	keep	keep	VERB
fcis-15114	112	4	the	the	DET
fcis-15114	112	5	chinese	chinese	ADJ
fcis-15114	112	6	characters	character	NOUN
fcis-15114	112	7	and	and	CCONJ
fcis-15114	112	8	english	english	ADJ
fcis-15114	112	9	characters	character	NOUN
fcis-15114	112	10	.	.	PUNCT
fcis-15114	113	1	next	next	ADV
fcis-15114	113	2	,	,	PUNCT
fcis-15114	113	3	we	we	PRON
fcis-15114	113	4	perform	perform	VERB
fcis-15114	113	5	word	word	NOUN
fcis-15114	113	6	segmentation	segmentation	NOUN
fcis-15114	113	7	on	on	ADP
fcis-15114	113	8	the	the	DET
fcis-15114	113	9	cleaned	clean	VERB
fcis-15114	113	10	text	text	NOUN
fcis-15114	113	11	and	and	CCONJ
fcis-15114	113	12	then	then	ADV
fcis-15114	113	13	filter	filter	VERB
fcis-15114	113	14	out	out	ADP
fcis-15114	113	15	the	the	DET
fcis-15114	113	16	stop	stop	NOUN
fcis-15114	113	17	words	word	NOUN
fcis-15114	113	18	.	.	PUNCT
fcis-15114	114	1	based	base	VERB
fcis-15114	114	2	on	on	ADP
fcis-15114	114	3	the	the	DET
fcis-15114	114	4	analysis	analysis	NOUN
fcis-15114	114	5	of	of	ADP
fcis-15114	114	6	keywords	keyword	NOUN
fcis-15114	114	7	and	and	CCONJ
fcis-15114	114	8	competency	competency	NOUN
fcis-15114	114	9	requirements	requirement	NOUN
fcis-15114	114	10	for	for	ADP
fcis-15114	114	11	different	different	ADJ
fcis-15114	114	12	positions	position	NOUN
fcis-15114	114	13	,	,	PUNCT
fcis-15114	114	14	it	it	PRON
fcis-15114	114	15	can	can	AUX
fcis-15114	114	16	be	be	AUX
fcis-15114	114	17	seen	see	VERB
fcis-15114	114	18	that	that	SCONJ
fcis-15114	114	19	the	the	DET
fcis-15114	114	20	main	main	ADJ
fcis-15114	114	21	keywords	keyword	NOUN
fcis-15114	114	22	for	for	ADP
fcis-15114	114	23	the	the	DET
fcis-15114	114	24	positions	position	NOUN
fcis-15114	114	25	of	of	ADP
fcis-15114	114	26	operations	operation	NOUN
fcis-15114	114	27	director	director	NOUN
fcis-15114	114	28	and	and	CCONJ
fcis-15114	114	29	network	network	NOUN
fcis-15114	114	30	operations	operation	NOUN
fcis-15114	114	31	director	director	NOUN
fcis-15114	114	32	or	or	CCONJ
fcis-15114	114	33	manager	manager	NOUN
fcis-15114	114	34	are	be	AUX
fcis-15114	114	35	operations	operation	NOUN
fcis-15114	114	36	,	,	PUNCT
fcis-15114	114	37	responsibility	responsibility	NOUN
fcis-15114	114	38	,	,	PUNCT
fcis-15114	114	39	management	management	NOUN
fcis-15114	114	40	,	,	PUNCT
fcis-15114	114	41	team	team	NOUN
fcis-15114	114	42	,	,	PUNCT
fcis-15114	114	43	etc	etc	X
fcis-15114	114	44	.	.	X
fcis-15114	114	45	,	,	PUNCT
fcis-15114	114	46	and	and	CCONJ
fcis-15114	114	47	the	the	DET
fcis-15114	114	48	main	main	ADJ
fcis-15114	114	49	competency	competency	NOUN
fcis-15114	114	50	requirements	requirement	NOUN
fcis-15114	114	51	are	be	AUX
fcis-15114	114	52	operational	operational	ADJ
fcis-15114	114	53	capabilities	capability	NOUN
fcis-15114	114	54	.	.	PUNCT
fcis-15114	115	1	this	this	PRON
fcis-15114	115	2	is	be	AUX
fcis-15114	115	3	because	because	SCONJ
fcis-15114	115	4	these	these	DET
fcis-15114	115	5	two	two	NUM
fcis-15114	115	6	positions	position	NOUN
fcis-15114	115	7	are	be	AUX
fcis-15114	115	8	responsible	responsible	ADJ
fcis-15114	115	9	for	for	ADP
fcis-15114	115	10	the	the	DET
fcis-15114	115	11	operation	operation	NOUN
fcis-15114	115	12	and	and	CCONJ
fcis-15114	115	13	management	management	NOUN
fcis-15114	115	14	of	of	ADP
fcis-15114	115	15	the	the	DET
fcis-15114	115	16	entire	entire	ADJ
fcis-15114	115	17	e	e	NOUN
fcis-15114	115	18	-	-	NOUN
fcis-15114	115	19	commerce	commerce	NOUN
fcis-15114	115	20	platform	platform	NOUN
fcis-15114	115	21	,	,	PUNCT
fcis-15114	115	22	including	include	VERB
fcis-15114	115	23	product	product	NOUN
fcis-15114	115	24	launch	launch	NOUN
fcis-15114	115	25	,	,	PUNCT
fcis-15114	115	26	promotion	promotion	NOUN
fcis-15114	115	27	,	,	PUNCT
fcis-15114	115	28	marketing	marketing	NOUN
fcis-15114	115	29	,	,	PUNCT
fcis-15114	115	30	and	and	CCONJ
fcis-15114	115	31	operational	operational	ADJ
fcis-15114	115	32	data	datum	NOUN
fcis-15114	115	33	analysis	analysis	NOUN
fcis-15114	115	34	.	.	PUNCT
fcis-15114	116	1	therefore	therefore	ADV
fcis-15114	116	2	,	,	PUNCT
fcis-15114	116	3	job	job	NOUN
fcis-15114	116	4	seekers	seeker	NOUN
fcis-15114	116	5	for	for	ADP
fcis-15114	116	6	these	these	DET
fcis-15114	116	7	two	two	NUM
fcis-15114	116	8	positions	position	NOUN
fcis-15114	116	9	need	need	VERB
fcis-15114	116	10	to	to	PART
fcis-15114	116	11	have	have	VERB
fcis-15114	116	12	strong	strong	ADJ
fcis-15114	116	13	operational	operational	ADJ
fcis-15114	116	14	and	and	CCONJ
fcis-15114	116	15	management	management	NOUN
fcis-15114	116	16	skills	skill	NOUN
fcis-15114	116	17	,	,	PUNCT
fcis-15114	116	18	as	as	ADV
fcis-15114	116	19	well	well	ADV
fcis-15114	116	20	as	as	ADP
fcis-15114	116	21	good	good	ADJ
fcis-15114	116	22	teamwork	teamwork	NOUN
fcis-15114	116	23	skills	skill	NOUN
fcis-15114	116	24	.	.	PUNCT
fcis-15114	117	1	the	the	DET
fcis-15114	117	2	main	main	ADJ
fcis-15114	117	3	competency	competency	NOUN
fcis-15114	117	4	requirements	requirement	NOUN
fcis-15114	117	5	for	for	ADP
fcis-15114	117	6	network	network	NOUN
fcis-15114	117	7	promotion	promotion	NOUN
fcis-15114	117	8	specialists	specialist	NOUN
fcis-15114	117	9	and	and	CCONJ
fcis-15114	117	10	sales	sale	NOUN
fcis-15114	117	11	representatives	representative	NOUN
fcis-15114	117	12	are	be	AUX
fcis-15114	117	13	promotion	promotion	NOUN
fcis-15114	117	14	and	and	CCONJ
fcis-15114	117	15	sales	sale	NOUN
fcis-15114	117	16	.	.	PUNCT
fcis-15114	118	1	this	this	PRON
fcis-15114	118	2	is	be	AUX
fcis-15114	118	3	because	because	SCONJ
fcis-15114	118	4	both	both	DET
fcis-15114	118	5	positions	position	NOUN
fcis-15114	118	6	are	be	AUX
fcis-15114	118	7	responsible	responsible	ADJ
fcis-15114	118	8	for	for	ADP
fcis-15114	118	9	promoting	promote	VERB
fcis-15114	118	10	and	and	CCONJ
fcis-15114	118	11	selling	sell	VERB
fcis-15114	118	12	e	e	PROPN
fcis-15114	118	13	-	-	NOUN
fcis-15114	118	14	commerce	commerce	NOUN
fcis-15114	118	15	platforms	platform	NOUN
fcis-15114	118	16	,	,	PUNCT
fcis-15114	118	17	including	include	VERB
fcis-15114	118	18	developing	develop	VERB
fcis-15114	118	19	43	43	NUM
fcis-15114	118	20	promotion	promotion	NOUN
fcis-15114	118	21	strategies	strategy	NOUN
fcis-15114	118	22	,	,	PUNCT
fcis-15114	118	23	executing	execute	VERB
fcis-15114	118	24	promotion	promotion	NOUN
fcis-15114	118	25	plans	plan	NOUN
fcis-15114	118	26	,	,	PUNCT
fcis-15114	118	27	and	and	CCONJ
fcis-15114	118	28	communicating	communicate	VERB
fcis-15114	118	29	with	with	ADP
fcis-15114	118	30	customers	customer	NOUN
fcis-15114	118	31	.	.	PUNCT
fcis-15114	119	1	therefore	therefore	ADV
fcis-15114	119	2	,	,	PUNCT
fcis-15114	119	3	job	job	NOUN
fcis-15114	119	4	seekers	seeker	NOUN
fcis-15114	119	5	in	in	ADP
fcis-15114	119	6	these	these	DET
fcis-15114	119	7	two	two	NUM
fcis-15114	119	8	positions	position	NOUN
fcis-15114	119	9	,	,	PUNCT
fcis-15114	119	10	need	need	VERB
fcis-15114	119	11	to	to	PART
fcis-15114	119	12	have	have	VERB
fcis-15114	119	13	strong	strong	ADJ
fcis-15114	119	14	promotion	promotion	NOUN
fcis-15114	119	15	and	and	CCONJ
fcis-15114	119	16	sales	sale	NOUN
fcis-15114	119	17	skills	skill	NOUN
fcis-15114	119	18	,	,	PUNCT
fcis-15114	119	19	as	as	ADV
fcis-15114	119	20	well	well	ADV
fcis-15114	119	21	as	as	ADP
fcis-15114	119	22	good	good	ADJ
fcis-15114	119	23	communication	communication	NOUN
fcis-15114	119	24	and	and	CCONJ
fcis-15114	119	25	customer	customer	NOUN
fcis-15114	119	26	service	service	NOUN
fcis-15114	119	27	skills	skill	NOUN
fcis-15114	119	28	.	.	PUNCT
fcis-15114	120	1	4	4	X
fcis-15114	120	2	.	.	X
fcis-15114	120	3	lda	lda	VERB
fcis-15114	120	4	topic	topic	NOUN
fcis-15114	120	5	model	model	NOUN
fcis-15114	120	6	lda	lda	PROPN
fcis-15114	120	7	(	(	PUNCT
fcis-15114	120	8	latent	latent	PROPN
fcis-15114	120	9	dirichlet	dirichlet	PROPN
fcis-15114	120	10	allocation	allocation	NOUN
fcis-15114	120	11	)	)	PUNCT
fcis-15114	121	1	[	[	X
fcis-15114	121	2	20	20	NUM
fcis-15114	121	3	]	]	PUNCT
fcis-15114	121	4	topic	topic	NOUN
fcis-15114	121	5	model	model	NOUN
fcis-15114	121	6	is	be	AUX
fcis-15114	121	7	a	a	DET
fcis-15114	121	8	commonly	commonly	ADV
fcis-15114	121	9	used	use	VERB
fcis-15114	121	10	text	text	NOUN
fcis-15114	121	11	analysis	analysis	NOUN
fcis-15114	121	12	method	method	NOUN
fcis-15114	121	13	that	that	PRON
fcis-15114	121	14	can	can	AUX
fcis-15114	121	15	be	be	AUX
fcis-15114	121	16	used	use	VERB
fcis-15114	121	17	for	for	ADP
fcis-15114	121	18	topic	topic	NOUN
fcis-15114	121	19	analysis	analysis	NOUN
fcis-15114	121	20	and	and	CCONJ
fcis-15114	121	21	topic	topic	NOUN
fcis-15114	121	22	mining	mining	NOUN
fcis-15114	121	23	on	on	ADP
fcis-15114	121	24	large	large	ADJ
fcis-15114	121	25	-	-	PUNCT
fcis-15114	121	26	scale	scale	NOUN
fcis-15114	121	27	text	text	NOUN
fcis-15114	121	28	data	datum	NOUN
fcis-15114	121	29	.	.	PUNCT
fcis-15114	122	1	this	this	DET
fcis-15114	122	2	model	model	NOUN
fcis-15114	122	3	is	be	AUX
fcis-15114	122	4	based	base	VERB
fcis-15114	122	5	on	on	ADP
fcis-15114	122	6	the	the	DET
fcis-15114	122	7	idea	idea	NOUN
fcis-15114	122	8	of	of	ADP
fcis-15114	122	9	probabilistic	probabilistic	ADJ
fcis-15114	122	10	graphical	graphical	ADJ
fcis-15114	122	11	models	model	NOUN
fcis-15114	122	12	,	,	PUNCT
fcis-15114	122	13	in	in	ADP
fcis-15114	122	14	which	which	PRON
fcis-15114	122	15	each	each	DET
fcis-15114	122	16	document	document	NOUN
fcis-15114	122	17	is	be	AUX
fcis-15114	122	18	viewed	view	VERB
fcis-15114	122	19	as	as	ADP
fcis-15114	122	20	a	a	DET
fcis-15114	122	21	mixture	mixture	NOUN
fcis-15114	122	22	of	of	ADP
fcis-15114	122	23	multiple	multiple	ADJ
fcis-15114	122	24	topics	topic	NOUN
fcis-15114	122	25	,	,	PUNCT
fcis-15114	122	26	each	each	PRON
fcis-15114	122	27	of	of	ADP
fcis-15114	122	28	which	which	PRON
fcis-15114	122	29	is	be	AUX
fcis-15114	122	30	composed	compose	VERB
fcis-15114	122	31	of	of	ADP
fcis-15114	122	32	multiple	multiple	ADJ
fcis-15114	122	33	words	word	NOUN
fcis-15114	122	34	.	.	PUNCT
fcis-15114	123	1	in	in	ADP
fcis-15114	123	2	this	this	DET
fcis-15114	123	3	model	model	NOUN
fcis-15114	123	4	,	,	PUNCT
fcis-15114	123	5	both	both	DET
fcis-15114	123	6	topics	topic	NOUN
fcis-15114	123	7	and	and	CCONJ
fcis-15114	123	8	words	word	NOUN
fcis-15114	123	9	are	be	AUX
fcis-15114	123	10	hidden	hidden	ADJ
fcis-15114	123	11	variables	variable	NOUN
fcis-15114	123	12	,	,	PUNCT
fcis-15114	123	13	which	which	PRON
fcis-15114	123	14	are	be	AUX
fcis-15114	123	15	inferred	infer	VERB
fcis-15114	123	16	and	and	CCONJ
fcis-15114	123	17	learned	learn	VERB
fcis-15114	123	18	through	through	ADP
fcis-15114	123	19	observed	observe	VERB
fcis-15114	123	20	text	text	NOUN
fcis-15114	123	21	data	datum	NOUN
fcis-15114	123	22	.	.	PUNCT
fcis-15114	124	1	lda	lda	PROPN
fcis-15114	124	2	has	have	VERB
fcis-15114	124	3	a	a	DET
fcis-15114	124	4	three	three	NUM
fcis-15114	124	5	-	-	PUNCT
fcis-15114	124	6	layer	layer	NOUN
fcis-15114	124	7	generative	generative	ADJ
fcis-15114	124	8	bayesian	bayesian	NOUN
fcis-15114	124	9	network	network	NOUN
fcis-15114	124	10	structure	structure	NOUN
fcis-15114	124	11	,	,	PUNCT
fcis-15114	124	12	which	which	PRON
fcis-15114	124	13	includes	include	VERB
fcis-15114	124	14	the	the	DET
fcis-15114	124	15	probability	probability	NOUN
fcis-15114	124	16	distribution	distribution	NOUN
fcis-15114	124	17	relationships	relationship	NOUN
fcis-15114	124	18	between	between	ADP
fcis-15114	124	19	words	word	NOUN
fcis-15114	124	20	,	,	PUNCT
fcis-15114	124	21	documents	document	NOUN
fcis-15114	124	22	,	,	PUNCT
fcis-15114	124	23	and	and	CCONJ
fcis-15114	124	24	the	the	DET
fcis-15114	124	25	overall	overall	ADJ
fcis-15114	124	26	document	document	NOUN
fcis-15114	124	27	.	.	PUNCT
fcis-15114	125	1	the	the	DET
fcis-15114	125	2	structure	structure	NOUN
fcis-15114	125	3	is	be	AUX
fcis-15114	125	4	a	a	DET
fcis-15114	125	5	document	document	NOUN
fcis-15114	125	6	layer	layer	NOUN
fcis-15114	125	7	,	,	PUNCT
fcis-15114	125	8	topic	topic	NOUN
fcis-15114	125	9	layer	layer	NOUN
fcis-15114	125	10	,	,	PUNCT
fcis-15114	125	11	and	and	CCONJ
fcis-15114	125	12	feature	feature	NOUN
fcis-15114	125	13	word	word	NOUN
fcis-15114	125	14	layer	layer	NOUN
fcis-15114	125	15	,	,	PUNCT
fcis-15114	125	16	as	as	SCONJ
fcis-15114	125	17	shown	show	VERB
fcis-15114	125	18	in	in	ADP
fcis-15114	125	19	figure	figure	NOUN
fcis-15114	125	20	6	6	NUM
fcis-15114	125	21	.	.	PUNCT
fcis-15114	125	22	schematic	schematic	ADJ
fcis-15114	125	23	diagram	diagram	NOUN
fcis-15114	125	24	of	of	ADP
fcis-15114	125	25	the	the	DET
fcis-15114	125	26	topology	topology	NOUN
fcis-15114	125	27	structure	structure	NOUN
fcis-15114	125	28	of	of	ADP
fcis-15114	125	29	hidden	hide	VERB
fcis-15114	125	30	topics	topic	NOUN
fcis-15114	125	31	in	in	ADP
fcis-15114	125	32	lda	lda	PROPN
fcis-15114	125	33	model	model	NOUN
fcis-15114	125	34	.	.	PUNCT
fcis-15114	126	1	its	its	PRON
fcis-15114	126	2	basic	basic	ADJ
fcis-15114	126	3	method	method	NOUN
fcis-15114	126	4	includes	include	VERB
fcis-15114	126	5	two	two	NUM
fcis-15114	126	6	steps	step	NOUN
fcis-15114	126	7	:	:	PUNCT
fcis-15114	126	8	topic	topic	NOUN
fcis-15114	126	9	inference	inference	NOUN
fcis-15114	126	10	and	and	CCONJ
fcis-15114	126	11	parameter	parameter	NOUN
fcis-15114	126	12	learning	learning	PROPN
fcis-15114	126	13	.	.	PUNCT
fcis-15114	127	1	topic	topic	NOUN
fcis-15114	127	2	inference	inference	NOUN
fcis-15114	127	3	refers	refer	VERB
fcis-15114	127	4	to	to	ADP
fcis-15114	127	5	inferring	infer	VERB
fcis-15114	127	6	the	the	DET
fcis-15114	127	7	topic	topic	NOUN
fcis-15114	127	8	distribution	distribution	NOUN
fcis-15114	127	9	of	of	ADP
fcis-15114	127	10	each	each	DET
fcis-15114	127	11	document	document	NOUN
fcis-15114	127	12	and	and	CCONJ
fcis-15114	127	13	the	the	DET
fcis-15114	127	14	distribution	distribution	NOUN
fcis-15114	127	15	of	of	ADP
fcis-15114	127	16	each	each	DET
fcis-15114	127	17	word	word	NOUN
fcis-15114	127	18	in	in	ADP
fcis-15114	127	19	each	each	DET
fcis-15114	127	20	topic	topic	NOUN
fcis-15114	127	21	based	base	VERB
fcis-15114	127	22	on	on	ADP
fcis-15114	127	23	given	give	VERB
fcis-15114	127	24	text	text	NOUN
fcis-15114	127	25	data	datum	NOUN
fcis-15114	127	26	.	.	PUNCT
fcis-15114	128	1	parameter	parameter	PROPN
fcis-15114	128	2	learning	learning	NOUN
fcis-15114	128	3	refers	refer	VERB
fcis-15114	128	4	to	to	ADP
fcis-15114	128	5	learning	learn	VERB
fcis-15114	128	6	the	the	DET
fcis-15114	128	7	parameter	parameter	NOUN
fcis-15114	128	8	values	value	NOUN
fcis-15114	128	9	of	of	ADP
fcis-15114	128	10	topic	topic	NOUN
fcis-15114	128	11	distribution	distribution	NOUN
fcis-15114	128	12	and	and	CCONJ
fcis-15114	128	13	word	word	NOUN
fcis-15114	128	14	distribution	distribution	NOUN
fcis-15114	128	15	by	by	ADP
fcis-15114	128	16	maximizing	maximize	VERB
fcis-15114	128	17	the	the	DET
fcis-15114	128	18	likelihood	likelihood	NOUN
fcis-15114	128	19	function	function	NOUN
fcis-15114	128	20	,	,	PUNCT
fcis-15114	128	21	thereby	thereby	ADV
fcis-15114	128	22	obtaining	obtain	VERB
fcis-15114	128	23	the	the	DET
fcis-15114	128	24	optimal	optimal	ADJ
fcis-15114	128	25	topic	topic	NOUN
fcis-15114	128	26	model	model	NOUN
fcis-15114	128	27	.	.	PUNCT
fcis-15114	129	1	figure	figure	VERB
fcis-15114	129	2	6	6	NUM
fcis-15114	129	3	.	.	PUNCT
fcis-15114	129	4	schematic	schematic	ADJ
fcis-15114	129	5	diagram	diagram	NOUN
fcis-15114	129	6	of	of	ADP
fcis-15114	129	7	the	the	DET
fcis-15114	129	8	topology	topology	NOUN
fcis-15114	129	9	structure	structure	NOUN
fcis-15114	129	10	of	of	ADP
fcis-15114	129	11	hidden	hide	VERB
fcis-15114	129	12	topics	topic	NOUN
fcis-15114	129	13	in	in	ADP
fcis-15114	129	14	lda	lda	PROPN
fcis-15114	129	15	model	model	NOUN
fcis-15114	129	16	figure	figure	NOUN
fcis-15114	129	17	7	7	NUM
fcis-15114	129	18	.	.	X
fcis-15114	130	1	lda	lda	PROPN
fcis-15114	130	2	document	document	NOUN
fcis-15114	130	3	generation	generation	NOUN
fcis-15114	130	4	flowchart	flowchart	NOUN
fcis-15114	130	5	the	the	DET
fcis-15114	130	6	lda	lda	PROPN
fcis-15114	130	7	probabilistic	probabilistic	ADJ
fcis-15114	130	8	topic	topic	NOUN
fcis-15114	130	9	model	model	NOUN
fcis-15114	130	10	is	be	AUX
fcis-15114	130	11	a	a	DET
fcis-15114	130	12	directed	direct	VERB
fcis-15114	130	13	probability	probability	NOUN
fcis-15114	130	14	graph	graph	NOUN
fcis-15114	130	15	model	model	NOUN
fcis-15114	130	16	,	,	PUNCT
fcis-15114	130	17	and	and	CCONJ
fcis-15114	130	18	its	its	PRON
fcis-15114	130	19	process	process	NOUN
fcis-15114	130	20	of	of	ADP
fcis-15114	130	21	generating	generate	VERB
fcis-15114	130	22	text	text	NOUN
fcis-15114	130	23	is	be	AUX
fcis-15114	130	24	shown	show	VERB
fcis-15114	130	25	in	in	ADP
fcis-15114	130	26	figure	figure	NOUN
fcis-15114	130	27	7	7	NUM
fcis-15114	130	28	.	.	PUNCT
fcis-15114	131	1	lda	lda	PROPN
fcis-15114	131	2	document	document	NOUN
fcis-15114	131	3	generation	generation	NOUN
fcis-15114	131	4	flowchart	flowchart	NOUN
fcis-15114	131	5	.	.	PUNCT
fcis-15114	132	1	first	first	ADV
fcis-15114	132	2	,	,	PUNCT
fcis-15114	132	3	the	the	DET
fcis-15114	132	4	number	number	NOUN
fcis-15114	132	5	of	of	ADP
fcis-15114	132	6	words	word	NOUN
fcis-15114	132	7	in	in	ADP
fcis-15114	132	8	the	the	DET
fcis-15114	132	9	text	text	NOUN
fcis-15114	132	10	is	be	AUX
fcis-15114	132	11	obtained	obtain	VERB
fcis-15114	132	12	n	n	ADV
fcis-15114	132	13	according	accord	VERB
fcis-15114	132	14	to	to	ADP
fcis-15114	132	15	the	the	DET
fcis-15114	132	16	poisson	poisson	NOUN
fcis-15114	132	17	distribution	distribution	NOUN
fcis-15114	132	18	p	p	NOUN
fcis-15114	132	19	,	,	PUNCT
fcis-15114	132	20	and	and	CCONJ
fcis-15114	132	21	then	then	ADV
fcis-15114	132	22	the	the	DET
fcis-15114	132	23	topic	topic	NOUN
fcis-15114	132	24	distribution	distribution	NOUN
fcis-15114	132	25	θ	θ	PROPN
fcis-15114	132	26	of	of	ADP
fcis-15114	132	27	the	the	DET
fcis-15114	132	28	document	document	NOUN
fcis-15114	132	29	is	be	AUX
fcis-15114	132	30	generated	generate	VERB
fcis-15114	132	31	according	accord	VERB
fcis-15114	132	32	to	to	ADP
fcis-15114	132	33	the	the	DET
fcis-15114	132	34	dirichlet	dirichlet	PROPN
fcis-15114	132	35	prior	prior	ADJ
fcis-15114	132	36	parameters	parameter	NOUN
fcis-15114	132	37	α	α	VERB
fcis-15114	132	38	of	of	ADP
fcis-15114	132	39	the	the	DET
fcis-15114	132	40	topic	topic	NOUN
fcis-15114	132	41	multinomial	multinomial	ADJ
fcis-15114	132	42	distribution	distribution	NOUN
fcis-15114	132	43	θ	θ	PROPN
fcis-15114	132	44	for	for	ADP
fcis-15114	132	45	each	each	DET
fcis-15114	132	46	document	document	NOUN
fcis-15114	132	47	topic	topic	NOUN
fcis-15114	132	48	.	.	PUNCT
fcis-15114	133	1	the	the	DET
fcis-15114	133	2	topic	topic	NOUN
fcis-15114	133	3	of	of	ADP
fcis-15114	133	4	the	the	PRON
fcis-15114	133	5	n	n	PRON
fcis-15114	133	6	th	th	X
fcis-15114	133	7	word	word	NOUN
fcis-15114	133	8	in	in	ADP
fcis-15114	133	9	the	the	DET
fcis-15114	133	10	document	document	NOUN
fcis-15114	133	11	m	m	VERB
fcis-15114	133	12	is	be	AUX
fcis-15114	133	13	sampled	sample	VERB
fcis-15114	133	14	from	from	ADP
fcis-15114	133	15	the	the	DET
fcis-15114	133	16	topic	topic	NOUN
fcis-15114	133	17	multinomial	multinomial	ADJ
fcis-15114	133	18	distribution	distribution	NOUN
fcis-15114	133	19	θ	θ	NOUN
fcis-15114	133	20	,	,	PUNCT
fcis-15114	133	21	and	and	CCONJ
fcis-15114	133	22	the	the	DET
fcis-15114	133	23	word	word	NOUN
fcis-15114	133	24	distribution	distribution	NOUN
fcis-15114	133	25	φ	φ	PROPN
fcis-15114	133	26	corresponding	correspond	VERB
fcis-15114	133	27	to	to	ADP
fcis-15114	133	28	the	the	DET
fcis-15114	133	29	topic	topic	NOUN
fcis-15114	133	30	z	z	NOUN
fcis-15114	133	31	,	,	PUNCT
fcis-15114	133	32	is	be	AUX
fcis-15114	133	33	generated	generate	VERB
fcis-15114	133	34	by	by	ADP
fcis-15114	133	35	sampling	sample	VERB
fcis-15114	133	36	from	from	ADP
fcis-15114	133	37	the	the	DET
fcis-15114	133	38	dirichlet	dirichlet	PROPN
fcis-15114	133	39	prior	prior	ADJ
fcis-15114	133	40	parameters	parameter	NOUN
fcis-15114	133	41	β	β	X
fcis-15114	133	42	of	of	ADP
fcis-15114	133	43	the	the	DET
fcis-15114	133	44	word	word	NOUN
fcis-15114	133	45	multinomial	multinomial	ADJ
fcis-15114	133	46	distribution	distribution	NOUN
fcis-15114	133	47	under	under	ADP
fcis-15114	133	48	each	each	DET
fcis-15114	133	49	topic	topic	NOUN
fcis-15114	133	50	.	.	PUNCT
fcis-15114	134	1	finally	finally	ADV
fcis-15114	134	2	,	,	PUNCT
fcis-15114	134	3	the	the	DET
fcis-15114	134	4	word	word	NOUN
fcis-15114	134	5	is	be	AUX
fcis-15114	134	6	sampled	sample	VERB
fcis-15114	134	7	from	from	ADP
fcis-15114	134	8	the	the	DET
fcis-15114	134	9	word	word	NOUN
fcis-15114	134	10	multinomial	multinomial	ADJ
fcis-15114	134	11	distribution	distribution	NOUN
fcis-15114	134	12	φ	φ	NOUN
fcis-15114	134	13	to	to	PART
fcis-15114	134	14	output	output	VERB
fcis-15114	134	15	the	the	DET
fcis-15114	134	16	word	word	NOUN
fcis-15114	134	17	w	w	ADP
fcis-15114	134	18	,	,	PUNCT
fcis-15114	134	19	.	.	PUNCT
fcis-15114	135	1	where	where	SCONJ
fcis-15114	135	2	θ	θ	PROPN
fcis-15114	135	3	represents	represent	VERB
fcis-15114	135	4	the	the	DET
fcis-15114	135	5	probability	probability	NOUN
fcis-15114	135	6	distribution	distribution	NOUN
fcis-15114	135	7	of	of	ADP
fcis-15114	135	8	the	the	DET
fcis-15114	135	9	document	document	NOUN
fcis-15114	135	10	topic	topic	NOUN
fcis-15114	135	11	,	,	PUNCT
fcis-15114	135	12	k	k	PROPN
fcis-15114	135	13	represents	represent	VERB
fcis-15114	135	14	the	the	DET
fcis-15114	135	15	number	number	NOUN
fcis-15114	135	16	of	of	ADP
fcis-15114	135	17	topics	topic	NOUN
fcis-15114	135	18	in	in	ADP
fcis-15114	135	19	the	the	DET
fcis-15114	135	20	document	document	NOUN
fcis-15114	135	21	set	set	NOUN
fcis-15114	135	22	,	,	PUNCT
fcis-15114	135	23	and	and	CCONJ
fcis-15114	135	24	m	m	PROPN
fcis-15114	135	25	represents	represent	VERB
fcis-15114	135	26	the	the	DET
fcis-15114	135	27	number	number	NOUN
fcis-15114	135	28	of	of	ADP
fcis-15114	135	29	texts	text	NOUN
fcis-15114	135	30	in	in	ADP
fcis-15114	135	31	the	the	DET
fcis-15114	135	32	document	document	NOUN
fcis-15114	135	33	set	set	NOUN
fcis-15114	135	34	.	.	PUNCT
fcis-15114	136	1	lda	lda	VERB
fcis-15114	136	2	the	the	DET
fcis-15114	136	3	core	core	NOUN
fcis-15114	136	4	formula	formula	NOUN
fcis-15114	136	5	for	for	ADP
fcis-15114	136	6	building	build	VERB
fcis-15114	136	7	a	a	DET
fcis-15114	136	8	topic	topic	NOUN
fcis-15114	136	9	model	model	NOUN
fcis-15114	136	10	is	be	AUX
fcis-15114	136	11	as	as	SCONJ
fcis-15114	136	12	follows	follow	VERB
fcis-15114	136	13	:	:	PUNCT
fcis-15114	136	14	(	(	PUNCT
fcis-15114	136	15	1	1	X
fcis-15114	136	16	)	)	PUNCT
fcis-15114	136	17	intuitively	intuitively	ADV
fcis-15114	136	18	,	,	PUNCT
fcis-15114	136	19	the	the	DET
fcis-15114	136	20	formula	formula	NOUN
fcis-15114	136	21	uses	use	VERB
fcis-15114	136	22	topic	topic	NOUN
fcis-15114	136	23	as	as	ADP
fcis-15114	136	24	the	the	DET
fcis-15114	136	25	intermediate	intermediate	ADJ
fcis-15114	136	26	layer	layer	NOUN
fcis-15114	136	27	and	and	CCONJ
fcis-15114	136	28	utilizes	utilize	VERB
fcis-15114	136	29	current	current	ADJ
fcis-15114	136	30	θ	θ	PROPN
fcis-15114	136	31	and	and	CCONJ
fcis-15114	136	32	φ	φ	PROPN
fcis-15114	136	33	to	to	PART
fcis-15114	136	34	calculate	calculate	VERB
fcis-15114	136	35	d	d	PROPN
fcis-15114	136	36	the	the	DET
fcis-15114	136	37	probability	probability	NOUN
fcis-15114	136	38	of	of	ADP
fcis-15114	136	39	the	the	DET
fcis-15114	136	40	word	word	NOUN
fcis-15114	136	41	appearing	appear	VERB
fcis-15114	136	42	in	in	ADP
fcis-15114	136	43	the	the	DET
fcis-15114	136	44	document	document	NOUN
fcis-15114	136	45	.	.	PUNCT
fcis-15114	137	1	where	where	SCONJ
fcis-15114	137	2	,	,	PUNCT
fcis-15114	137	3	p	p	NOUN
fcis-15114	137	4	t|d	t|d	PROPN
fcis-15114	137	5	is	be	AUX
fcis-15114	137	6	calculated	calculate	VERB
fcis-15114	137	7	by	by	ADP
fcis-15114	137	8	θ	θ	PROPN
fcis-15114	137	9	and	and	CCONJ
fcis-15114	137	10	p	p	NOUN
fcis-15114	137	11	ω|t	ω|t	ADV
fcis-15114	137	12	is	be	AUX
fcis-15114	137	13	calculated	calculate	VERB
fcis-15114	137	14	by	by	ADP
fcis-15114	137	15	φ	φ	PROPN
fcis-15114	137	16	.	.	PUNCT
fcis-15114	138	1	in	in	ADP
fcis-15114	138	2	fact	fact	NOUN
fcis-15114	138	3	,	,	PUNCT
fcis-15114	138	4	we	we	PRON
fcis-15114	138	5	can	can	AUX
fcis-15114	138	6	use	use	VERB
fcis-15114	138	7	current	current	ADJ
fcis-15114	138	8	θ	θ	PROPN
fcis-15114	138	9	and	and	CCONJ
fcis-15114	138	10	φ	φ	PROPN
fcis-15114	138	11	to	to	PART
fcis-15114	138	12	calculate	calculate	VERB
fcis-15114	138	13	the	the	DET
fcis-15114	138	14	corresponding	correspond	VERB
fcis-15114	138	15	p	p	NOUN
fcis-15114	138	16	w|d	w|d	NOUN
fcis-15114	138	17	to	to	ADP
fcis-15114	138	18	any	any	DET
fcis-15114	138	19	topic	topic	NOUN
fcis-15114	138	20	for	for	ADP
fcis-15114	138	21	a	a	DET
fcis-15114	138	22	word	word	NOUN
fcis-15114	138	23	in	in	ADP
fcis-15114	138	24	a	a	DET
fcis-15114	138	25	document	document	NOUN
fcis-15114	138	26	,	,	PUNCT
fcis-15114	138	27	and	and	CCONJ
fcis-15114	138	28	then	then	ADV
fcis-15114	138	29	update	update	VERB
fcis-15114	138	30	the	the	DET
fcis-15114	138	31	topic	topic	NOUN
fcis-15114	138	32	corresponding	correspond	VERB
fcis-15114	138	33	to	to	ADP
fcis-15114	138	34	the	the	DET
fcis-15114	138	35	word	word	NOUN
fcis-15114	138	36	based	base	VERB
fcis-15114	138	37	on	on	ADP
fcis-15114	138	38	these	these	DET
fcis-15114	138	39	results	result	NOUN
fcis-15114	138	40	.	.	PUNCT
fcis-15114	139	1	if	if	SCONJ
fcis-15114	139	2	the	the	DET
fcis-15114	139	3	update	update	NOUN
fcis-15114	139	4	changes	change	VERB
fcis-15114	139	5	the	the	DET
fcis-15114	139	6	topic	topic	NOUN
fcis-15114	139	7	corresponding	correspond	VERB
fcis-15114	139	8	to	to	ADP
fcis-15114	139	9	the	the	DET
fcis-15114	139	10	vocabulary	vocabulary	NOUN
fcis-15114	139	11	,	,	PUNCT
fcis-15114	139	12	it	it	PRON
fcis-15114	139	13	will	will	AUX
fcis-15114	139	14	in	in	ADP
fcis-15114	139	15	turn	turn	NOUN
fcis-15114	139	16	affect	affect	VERB
fcis-15114	139	17	θ	θ	PROPN
fcis-15114	139	18	and	and	CCONJ
fcis-15114	139	19	φ	φ	PROPN
fcis-15114	139	20	.	.	PUNCT
fcis-15114	140	1	since	since	SCONJ
fcis-15114	140	2	the	the	DET
fcis-15114	140	3	topic	topic	NOUN
fcis-15114	140	4	distribution	distribution	NOUN
fcis-15114	140	5	of	of	ADP
fcis-15114	140	6	text	text	NOUN
fcis-15114	140	7	is	be	AUX
fcis-15114	140	8	a	a	DET
fcis-15114	140	9	simple	simple	ADJ
fcis-15114	140	10	mapping	mapping	NOUN
fcis-15114	140	11	of	of	ADP
fcis-15114	140	12	the	the	DET
fcis-15114	140	13	text	text	NOUN
fcis-15114	140	14	vector	vector	NOUN
fcis-15114	140	15	space	space	NOUN
fcis-15114	140	16	,	,	PUNCT
fcis-15114	140	17	it	it	PRON
fcis-15114	140	18	is	be	AUX
fcis-15114	140	19	only	only	ADV
fcis-15114	140	20	necessary	necessary	ADJ
fcis-15114	140	21	to	to	PART
fcis-15114	140	22	vectorize	vectorize	VERB
fcis-15114	140	23	the	the	DET
fcis-15114	140	24	lda	lda	PROPN
fcis-15114	140	25	model	model	NOUN
fcis-15114	140	26	text	text	NOUN
fcis-15114	140	27	,	,	PUNCT
fcis-15114	140	28	then	then	ADV
fcis-15114	140	29	compare	compare	VERB
fcis-15114	140	30	their	their	PRON
fcis-15114	140	31	similarity	similarity	NOUN
fcis-15114	140	32	,	,	PUNCT
fcis-15114	140	33	calculate	calculate	VERB
fcis-15114	140	34	and	and	CCONJ
fcis-15114	140	35	output	output	VERB
fcis-15114	140	36	similar	similar	ADJ
fcis-15114	140	37	text	text	NOUN
fcis-15114	140	38	results	result	NOUN
fcis-15114	140	39	and	and	CCONJ
fcis-15114	140	40	similarity	similarity	NOUN
fcis-15114	140	41	.	.	PUNCT
fcis-15114	141	1	5	5	X
fcis-15114	141	2	.	.	X
fcis-15114	141	3	job	job	NOUN
fcis-15114	141	4	demand	demand	NOUN
fcis-15114	141	5	analysis	analysis	NOUN
fcis-15114	141	6	based	base	VERB
fcis-15114	141	7	on	on	ADP
fcis-15114	141	8	lda	lda	PROPN
fcis-15114	141	9	model	model	PROPN
fcis-15114	141	10	5.1	5.1	NUM
fcis-15114	141	11	.	.	PUNCT
fcis-15114	142	1	establishment	establishment	NOUN
fcis-15114	142	2	of	of	ADP
fcis-15114	142	3	lda	lda	PROPN
fcis-15114	142	4	topic	topic	NOUN
fcis-15114	142	5	model	model	NOUN
fcis-15114	142	6	when	when	SCONJ
fcis-15114	142	7	using	use	VERB
fcis-15114	142	8	the	the	DET
fcis-15114	142	9	lda	lda	PROPN
fcis-15114	142	10	topic	topic	NOUN
fcis-15114	142	11	model	model	NOUN
fcis-15114	142	12	for	for	ADP
fcis-15114	142	13	text	text	NOUN
fcis-15114	142	14	analysis	analysis	NOUN
fcis-15114	142	15	,	,	PUNCT
fcis-15114	142	16	first	first	ADV
fcis-15114	142	17	import	import	VERB
fcis-15114	142	18	the	the	DET
fcis-15114	142	19	chinese	chinese	ADJ
fcis-15114	142	20	word	word	NOUN
fcis-15114	142	21	segmentation	segmentation	NOUN
fcis-15114	142	22	result	result	VERB
fcis-15114	142	23	document	document	NOUN
fcis-15114	142	24	that	that	PRON
fcis-15114	142	25	has	have	AUX
fcis-15114	142	26	completed	complete	VERB
fcis-15114	142	27	the	the	DET
fcis-15114	142	28	data	datum	NOUN
fcis-15114	142	29	preprocessing	preprocessing	NOUN
fcis-15114	142	30	process	process	NOUN
fcis-15114	142	31	,	,	PUNCT
fcis-15114	142	32	and	and	CCONJ
fcis-15114	142	33	combine	combine	VERB
fcis-15114	142	34	all	all	DET
fcis-15114	142	35	the	the	DET
fcis-15114	142	36	words	word	NOUN
fcis-15114	142	37	in	in	ADP
fcis-15114	142	38	the	the	DET
fcis-15114	142	39	preprocessed	preprocesse	VERB
fcis-15114	142	40	text	text	NOUN
fcis-15114	142	41	data	datum	NOUN
fcis-15114	142	42	into	into	ADP
fcis-15114	142	43	a	a	DET
fcis-15114	142	44	document	document	NOUN
fcis-15114	142	45	search	search	NOUN
fcis-15114	142	46	term	term	NOUN
fcis-15114	142	47	matrix	matrix	NOUN
fcis-15114	142	48	,	,	PUNCT
fcis-15114	142	49	which	which	PRON
fcis-15114	142	50	is	be	AUX
fcis-15114	142	51	to	to	PART
fcis-15114	142	52	construct	construct	VERB
fcis-15114	142	53	a	a	DET
fcis-15114	142	54	dictionary	dictionary	NOUN
fcis-15114	142	55	.	.	PUNCT
fcis-15114	143	1	to	to	PART
fcis-15114	143	2	improve	improve	VERB
fcis-15114	143	3	the	the	DET
fcis-15114	143	4	accuracy	accuracy	NOUN
fcis-15114	143	5	and	and	CCONJ
fcis-15114	143	6	reliability	reliability	NOUN
fcis-15114	143	7	of	of	ADP
fcis-15114	143	8	topic	topic	NOUN
fcis-15114	143	9	extraction	extraction	NOUN
fcis-15114	143	10	,	,	PUNCT
fcis-15114	143	11	this	this	DET
fcis-15114	143	12	article	article	NOUN
fcis-15114	143	13	adopts	adopt	VERB
fcis-15114	143	14	the	the	DET
fcis-15114	143	15	use	use	NOUN
fcis-15114	143	16	of	of	ADP
fcis-15114	143	17	the	the	DET
fcis-15114	143	18	tf	tf	PROPN
fcis-15114	143	19	-	-	PUNCT
fcis-15114	143	20	idf	idf	PROPN
fcis-15114	143	21	algorithm	algorithm	NOUN
fcis-15114	143	22	to	to	PART
fcis-15114	143	23	calculate	calculate	VERB
fcis-15114	143	24	the	the	DET
fcis-15114	143	25	weight	weight	NOUN
fcis-15114	143	26	of	of	ADP
fcis-15114	143	27	each	each	DET
fcis-15114	143	28	word	word	NOUN
fcis-15114	143	29	.	.	PUNCT
fcis-15114	144	1	tf	tf	ADJ
fcis-15114	144	2	-	-	PUNCT
fcis-15114	144	3	idf	idf	PROPN
fcis-15114	144	4	algorithm	algorithm	NOUN
fcis-15114	144	5	can	can	AUX
fcis-15114	144	6	calculate	calculate	VERB
fcis-15114	144	7	the	the	DET
fcis-15114	144	8	weight	weight	NOUN
fcis-15114	144	9	of	of	ADP
fcis-15114	144	10	each	each	DET
fcis-15114	144	11	word	word	NOUN
fcis-15114	144	12	according	accord	VERB
fcis-15114	144	13	to	to	ADP
fcis-15114	144	14	its	its	PRON
fcis-15114	144	15	frequency	frequency	NOUN
fcis-15114	144	16	of	of	ADP
fcis-15114	144	17	appearance	appearance	NOUN
fcis-15114	144	18	in	in	ADP
fcis-15114	144	19	the	the	DET
fcis-15114	144	20	document	document	NOUN
fcis-15114	144	21	and	and	CCONJ
fcis-15114	144	22	the	the	DET
fcis-15114	144	23	document	document	NOUN
fcis-15114	144	24	frequency	frequency	NOUN
fcis-15114	144	25	in	in	ADP
fcis-15114	144	26	the	the	DET
fcis-15114	144	27	entire	entire	ADJ
fcis-15114	144	28	corpus	corpus	NOUN
fcis-15114	144	29	,	,	PUNCT
fcis-15114	144	30	thereby	thereby	ADV
fcis-15114	144	31	highlighting	highlight	VERB
fcis-15114	144	32	the	the	DET
fcis-15114	144	33	importance	importance	NOUN
fcis-15114	144	34	of	of	ADP
fcis-15114	144	35	keywords	keyword	NOUN
fcis-15114	144	36	in	in	ADP
fcis-15114	144	37	the	the	DET
fcis-15114	144	38	text	text	NOUN
fcis-15114	144	39	.	.	PUNCT
fcis-15114	145	1	by	by	ADP
fcis-15114	145	2	combining	combine	VERB
fcis-15114	145	3	the	the	DET
fcis-15114	145	4	tf	tf	PROPN
fcis-15114	145	5	-	-	PUNCT
fcis-15114	145	6	idf	idf	PROPN
fcis-15114	145	7	algorithm	algorithm	NOUN
fcis-15114	145	8	to	to	PART
fcis-15114	145	9	build	build	VERB
fcis-15114	145	10	corpus	corpus	NOUN
fcis-15114	145	11	,	,	PUNCT
fcis-15114	145	12	we	we	PRON
fcis-15114	145	13	can	can	AUX
fcis-15114	145	14	reduce	reduce	VERB
fcis-15114	145	15	the	the	DET
fcis-15114	145	16	impact	impact	NOUN
fcis-15114	145	17	of	of	ADP
fcis-15114	145	18	stop	stop	VERB
fcis-15114	145	19	words	word	NOUN
fcis-15114	145	20	and	and	CCONJ
fcis-15114	145	21	reduce	reduce	VERB
fcis-15114	145	22	their	their	PRON
fcis-15114	145	23	influence	influence	NOUN
fcis-15114	145	24	on	on	ADP
fcis-15114	145	25	topic	topic	NOUN
fcis-15114	145	26	extraction	extraction	NOUN
fcis-15114	145	27	,	,	PUNCT
fcis-15114	145	28	while	while	SCONJ
fcis-15114	145	29	also	also	ADV
fcis-15114	145	30	reducing	reduce	VERB
fcis-15114	145	31	the	the	DET
fcis-15114	145	32	influence	influence	NOUN
fcis-15114	145	33	of	of	ADP
fcis-15114	145	34	ignored	ignore	VERB
fcis-15114	145	35	or	or	CCONJ
fcis-15114	145	36	low	low	ADV
fcis-15114	145	37	-	-	PUNCT
fcis-15114	145	38	weighted	weight	VERB
fcis-15114	145	39	words	word	NOUN
fcis-15114	145	40	on	on	ADP
fcis-15114	145	41	topic	topic	NOUN
fcis-15114	145	42	extraction	extraction	NOUN
fcis-15114	145	43	,	,	PUNCT
fcis-15114	145	44	improving	improve	VERB
fcis-15114	145	45	the	the	DET
fcis-15114	145	46	performance	performance	NOUN
fcis-15114	145	47	and	and	CCONJ
fcis-15114	145	48	stability	stability	NOUN
fcis-15114	145	49	of	of	ADP
fcis-15114	145	50	the	the	DET
fcis-15114	145	51	topic	topic	NOUN
fcis-15114	145	52	model	model	NOUN
fcis-15114	145	53	.	.	PUNCT
fcis-15114	146	1	to	to	PART
fcis-15114	146	2	implement	implement	VERB
fcis-15114	146	3	the	the	DET
fcis-15114	146	4	tf	tf	PROPN
fcis-15114	146	5	-	-	PUNCT
fcis-15114	146	6	idf	idf	PROPN
fcis-15114	146	7	algorithm	algorithm	NOUN
fcis-15114	146	8	,	,	PUNCT
fcis-15114	146	9	we	we	PRON
fcis-15114	146	10	use	use	VERB
fcis-15114	146	11	the	the	DET
fcis-15114	146	12	models	model	NOUN
fcis-15114	146	13	.	.	PUNCT
fcis-15114	147	1	tfidfmodel	tfidfmodel	NOUN
fcis-15114	147	2	method	method	NOUN
fcis-15114	147	3	in	in	ADP
fcis-15114	147	4	the	the	DET
fcis-15114	147	5	gensim	gensim	NOUN
fcis-15114	147	6	library	library	NOUN
fcis-15114	147	7	to	to	PART
fcis-15114	147	8	create	create	VERB
fcis-15114	147	9	tf	tf	PROPN
fcis-15114	147	10	-	-	PUNCT
fcis-15114	147	11	idf	idf	NOUN
fcis-15114	147	12	documents	document	NOUN
fcis-15114	147	13	and	and	CCONJ
fcis-15114	147	14	convert	convert	VERB
fcis-15114	147	15	them	they	PRON
fcis-15114	147	16	into	into	ADP
fcis-15114	147	17	a	a	DET
fcis-15114	147	18	document	document	NOUN
fcis-15114	147	19	collection	collection	NOUN
fcis-15114	147	20	.	.	PUNCT
fcis-15114	148	1	then	then	ADV
fcis-15114	148	2	,	,	PUNCT
fcis-15114	148	3	you	you	PRON
fcis-15114	148	4	can	can	AUX
fcis-15114	148	5	use	use	VERB
fcis-15114	148	6	the	the	DET
fcis-15114	148	7	gensim	gensim	NOUN
fcis-15114	148	8	.	.	PUNCT
fcis-15114	149	1	models	model	NOUN
fcis-15114	149	2	.	.	PUNCT
fcis-15114	150	1	ldamodel	ldamodel	PROPN
fcis-15114	150	2	.	.	PUNCT
fcis-15114	151	1	ldamodel	ldamodel	PROPN
fcis-15114	151	2	method	method	NOUN
fcis-15114	151	3	in	in	ADP
fcis-15114	151	4	the	the	DET
fcis-15114	151	5	gensim	gensim	NOUN
fcis-15114	151	6	library	library	NOUN
fcis-15114	151	7	to	to	PART
fcis-15114	151	8	create	create	VERB
fcis-15114	151	9	an	an	DET
fcis-15114	151	10	lda	lda	ADJ
fcis-15114	151	11	object	object	NOUN
fcis-15114	151	12	.	.	PUNCT
fcis-15114	152	1	when	when	SCONJ
fcis-15114	152	2	creating	create	VERB
fcis-15114	152	3	a	a	DET
fcis-15114	152	4	lda	lda	ADJ
fcis-15114	152	5	object	object	NOUN
fcis-15114	152	6	,	,	PUNCT
fcis-15114	152	7	it	it	PRON
fcis-15114	152	8	is	be	AUX
fcis-15114	152	9	necessary	necessary	ADJ
fcis-15114	152	10	to	to	PART
fcis-15114	152	11	determine	determine	VERB
fcis-15114	152	12	the	the	DET
fcis-15114	152	13	number	number	NOUN
fcis-15114	152	14	of	of	ADP
fcis-15114	152	15	topics	topic	NOUN
fcis-15114	152	16	(	(	PUNCT
fcis-15114	152	17	num_topics	num_topic	NOUN
fcis-15114	152	18	)	)	PUNCT
fcis-15114	152	19	.	.	PUNCT
fcis-15114	153	1	this	this	DET
fcis-15114	153	2	parameter	parameter	NOUN
fcis-15114	153	3	can	can	AUX
fcis-15114	153	4	be	be	AUX
fcis-15114	153	5	determined	determine	VERB
fcis-15114	153	6	using	use	VERB
fcis-15114	153	7	confusion	confusion	NOUN
fcis-15114	153	8	and	and	CCONJ
fcis-15114	153	9	consistency	consistency	NOUN
fcis-15114	153	10	scores	score	NOUN
fcis-15114	153	11	,	,	PUNCT
fcis-15114	153	12	thereby	thereby	ADV
fcis-15114	153	13	improving	improve	VERB
fcis-15114	153	14	the	the	DET
fcis-15114	153	15	accuracy	accuracy	NOUN
fcis-15114	153	16	and	and	CCONJ
fcis-15114	153	17	reliability	reliability	NOUN
fcis-15114	153	18	of	of	ADP
fcis-15114	153	19	the	the	DET
fcis-15114	153	20	topic	topic	NOUN
fcis-15114	153	21	model	model	NOUN
fcis-15114	153	22	.	.	PUNCT
fcis-15114	154	1	finally	finally	ADV
fcis-15114	154	2	,	,	PUNCT
fcis-15114	154	3	we	we	PRON
fcis-15114	154	4	use	use	VERB
fcis-15114	154	5	the	the	DET
fcis-15114	154	6	lda	lda	PROPN
fcis-15114	154	7	topic	topic	NOUN
fcis-15114	154	8	model	model	NOUN
fcis-15114	154	9	to	to	PART
fcis-15114	154	10	extract	extract	VERB
fcis-15114	154	11	topics	topic	NOUN
fcis-15114	154	12	from	from	ADP
fcis-15114	154	13	text	text	NOUN
fcis-15114	154	14	data	datum	NOUN
fcis-15114	154	15	,	,	PUNCT
fcis-15114	154	16	and	and	CCONJ
fcis-15114	154	17	visualize	visualize	VERB
fcis-15114	154	18	the	the	DET
fcis-15114	154	19	results	result	NOUN
fcis-15114	154	20	using	use	VERB
fcis-15114	154	21	visualization	visualization	NOUN
fcis-15114	154	22	tools	tool	NOUN
fcis-15114	154	23	such	such	ADJ
fcis-15114	154	24	as	as	ADP
fcis-15114	154	25	pyldavis	pyldavi	VERB
fcis-15114	154	26	.	.	PUNCT
fcis-15114	155	1	through	through	ADP
fcis-15114	155	2	the	the	DET
fcis-15114	155	3	construction	construction	NOUN
fcis-15114	155	4	and	and	CCONJ
fcis-15114	155	5	optimization	optimization	NOUN
fcis-15114	155	6	of	of	ADP
fcis-15114	155	7	lda	lda	ADJ
fcis-15114	155	8	topic	topic	NOUN
fcis-15114	155	9	models	model	NOUN
fcis-15114	155	10	,	,	PUNCT
fcis-15114	155	11	we	we	PRON
fcis-15114	155	12	can	can	AUX
fcis-15114	155	13	better	well	ADV
fcis-15114	155	14	mine	mine	VERB
fcis-15114	155	15	the	the	DET
fcis-15114	155	16	topic	topic	NOUN
fcis-15114	155	17	information	information	NOUN
fcis-15114	155	18	in	in	ADP
fcis-15114	155	19	text	text	NOUN
fcis-15114	155	20	data	datum	NOUN
fcis-15114	155	21	,	,	PUNCT
fcis-15114	155	22	providing	provide	VERB
fcis-15114	155	23	a	a	DET
fcis-15114	155	24	more	more	ADV
fcis-15114	155	25	reliable	reliable	ADJ
fcis-15114	155	26	foundation	foundation	NOUN
fcis-15114	155	27	for	for	ADP
fcis-15114	155	28	subsequent	subsequent	ADJ
fcis-15114	155	29	text	text	NOUN
fcis-15114	155	30	analysis	analysis	NOUN
fcis-15114	155	31	and	and	CCONJ
fcis-15114	155	32	decision	decision	NOUN
fcis-15114	155	33	-	-	PUNCT
fcis-15114	155	34	making	making	NOUN
fcis-15114	155	35	.	.	PUNCT
fcis-15114	156	1	44	44	NUM
fcis-15114	156	2	5.2	5.2	NUM
fcis-15114	156	3	.	.	PUNCT
fcis-15114	157	1	determination	determination	NOUN
fcis-15114	157	2	of	of	ADP
fcis-15114	157	3	the	the	DET
fcis-15114	157	4	optimal	optimal	ADJ
fcis-15114	157	5	number	number	NOUN
fcis-15114	157	6	of	of	ADP
fcis-15114	157	7	topics	topic	NOUN
fcis-15114	157	8	perplexity	perplexity	NOUN
fcis-15114	157	9	and	and	CCONJ
fcis-15114	157	10	coherence	coherence	NOUN
fcis-15114	157	11	are	be	AUX
fcis-15114	157	12	commonly	commonly	ADV
fcis-15114	157	13	used	use	VERB
fcis-15114	157	14	data	data	NOUN
fcis-15114	157	15	metrics	metric	NOUN
fcis-15114	157	16	for	for	ADP
fcis-15114	157	17	evaluating	evaluate	VERB
fcis-15114	157	18	lda	lda	ADJ
fcis-15114	157	19	topic	topic	NOUN
fcis-15114	157	20	models	model	NOUN
fcis-15114	157	21	.	.	PUNCT
fcis-15114	158	1	among	among	ADP
fcis-15114	158	2	them	they	PRON
fcis-15114	158	3	,	,	PUNCT
fcis-15114	158	4	confusion	confusion	NOUN
fcis-15114	158	5	is	be	AUX
fcis-15114	158	6	an	an	DET
fcis-15114	158	7	indicator	indicator	NOUN
fcis-15114	158	8	used	use	VERB
fcis-15114	158	9	to	to	PART
fcis-15114	158	10	evaluate	evaluate	VERB
fcis-15114	158	11	language	language	NOUN
fcis-15114	158	12	models	model	NOUN
fcis-15114	158	13	,	,	PUNCT
fcis-15114	158	14	representing	represent	VERB
fcis-15114	158	15	the	the	DET
fcis-15114	158	16	model	model	NOUN
fcis-15114	158	17	's	's	PART
fcis-15114	158	18	ability	ability	NOUN
fcis-15114	158	19	to	to	PART
fcis-15114	158	20	predict	predict	VERB
fcis-15114	158	21	new	new	ADJ
fcis-15114	158	22	data	datum	NOUN
fcis-15114	158	23	.	.	PUNCT
fcis-15114	159	1	the	the	PRON
fcis-15114	159	2	lower	low	ADJ
fcis-15114	159	3	the	the	DET
fcis-15114	159	4	confusion	confusion	NOUN
fcis-15114	159	5	,	,	PUNCT
fcis-15114	159	6	the	the	PRON
fcis-15114	159	7	better	well	ADJ
fcis-15114	159	8	the	the	DET
fcis-15114	159	9	model	model	NOUN
fcis-15114	159	10	's	's	PART
fcis-15114	159	11	fit	fit	NOUN
fcis-15114	159	12	to	to	ADP
fcis-15114	159	13	the	the	DET
fcis-15114	159	14	sample	sample	NOUN
fcis-15114	159	15	data	datum	NOUN
fcis-15114	159	16	.	.	PUNCT
fcis-15114	160	1	as	as	ADP
fcis-15114	160	2	the	the	DET
fcis-15114	160	3	number	number	NOUN
fcis-15114	160	4	of	of	ADP
fcis-15114	160	5	topics	topic	NOUN
fcis-15114	160	6	increases	increase	NOUN
fcis-15114	160	7	,	,	PUNCT
fcis-15114	160	8	the	the	DET
fcis-15114	160	9	level	level	NOUN
fcis-15114	160	10	of	of	ADP
fcis-15114	160	11	confusion	confusion	NOUN
fcis-15114	160	12	tends	tend	VERB
fcis-15114	160	13	to	to	PART
fcis-15114	160	14	decrease	decrease	VERB
fcis-15114	160	15	first	first	ADV
fcis-15114	160	16	and	and	CCONJ
fcis-15114	160	17	then	then	ADV
fcis-15114	160	18	increase	increase	VERB
fcis-15114	160	19	.	.	PUNCT
fcis-15114	161	1	this	this	DET
fcis-15114	161	2	experiment	experiment	NOUN
fcis-15114	161	3	combines	combine	VERB
fcis-15114	161	4	the	the	DET
fcis-15114	161	5	interpretability	interpretability	NOUN
fcis-15114	161	6	of	of	ADP
fcis-15114	161	7	topics	topic	NOUN
fcis-15114	161	8	,	,	PUNCT
fcis-15114	161	9	application	application	NOUN
fcis-15114	161	10	scenarios	scenario	NOUN
fcis-15114	161	11	,	,	PUNCT
fcis-15114	161	12	and	and	CCONJ
fcis-15114	161	13	other	other	ADJ
fcis-15114	161	14	influencing	influence	VERB
fcis-15114	161	15	factors	factor	NOUN
fcis-15114	161	16	to	to	PART
fcis-15114	161	17	select	select	VERB
fcis-15114	161	18	the	the	DET
fcis-15114	161	19	optimal	optimal	ADJ
fcis-15114	161	20	values	value	NOUN
fcis-15114	161	21	for	for	ADP
fcis-15114	161	22	two	two	NUM
fcis-15114	161	23	metrics	metric	NOUN
fcis-15114	161	24	and	and	CCONJ
fcis-15114	161	25	perform	perform	VERB
fcis-15114	161	26	model	model	NOUN
fcis-15114	161	27	training	training	NOUN
fcis-15114	161	28	and	and	CCONJ
fcis-15114	161	29	evaluation	evaluation	NOUN
fcis-15114	161	30	to	to	PART
fcis-15114	161	31	output	output	VERB
fcis-15114	161	32	the	the	DET
fcis-15114	161	33	optimal	optimal	ADJ
fcis-15114	161	34	topic	topic	NOUN
fcis-15114	161	35	model	model	NOUN
fcis-15114	161	36	.	.	PUNCT
fcis-15114	162	1	the	the	DET
fcis-15114	162	2	specific	specific	ADJ
fcis-15114	162	3	process	process	NOUN
fcis-15114	162	4	is	be	AUX
fcis-15114	162	5	as	as	SCONJ
fcis-15114	162	6	follows	follow	VERB
fcis-15114	162	7	:	:	PUNCT
fcis-15114	162	8	define	define	VERB
fcis-15114	162	9	a	a	DET
fcis-15114	162	10	function	function	NOUN
fcis-15114	162	11	to	to	PART
fcis-15114	162	12	calculate	calculate	VERB
fcis-15114	162	13	confusion	confusion	NOUN
fcis-15114	162	14	and	and	CCONJ
fcis-15114	162	15	consistency	consistency	NOUN
fcis-15114	162	16	,	,	PUNCT
fcis-15114	162	17	set	set	VERB
fcis-15114	162	18	the	the	DET
fcis-15114	162	19	number	number	NOUN
fcis-15114	162	20	of	of	ADP
fcis-15114	162	21	topics	topic	NOUN
fcis-15114	162	22	from	from	ADP
fcis-15114	162	23	1	1	NUM
fcis-15114	162	24	to	to	ADP
fcis-15114	162	25	9	9	NUM
fcis-15114	162	26	,	,	PUNCT
fcis-15114	162	27	construct	construct	VERB
fcis-15114	162	28	lda	lda	ADJ
fcis-15114	162	29	topic	topic	NOUN
fcis-15114	162	30	models	model	NOUN
fcis-15114	162	31	for	for	ADP
fcis-15114	162	32	each	each	DET
fcis-15114	162	33	number	number	NOUN
fcis-15114	162	34	of	of	ADP
fcis-15114	162	35	topics	topic	NOUN
fcis-15114	162	36	,	,	PUNCT
fcis-15114	162	37	and	and	CCONJ
fcis-15114	162	38	output	output	VERB
fcis-15114	162	39	a	a	DET
fcis-15114	162	40	line	line	NOUN
fcis-15114	162	41	chart	chart	NOUN
fcis-15114	162	42	of	of	ADP
fcis-15114	162	43	the	the	DET
fcis-15114	162	44	relevant	relevant	ADJ
fcis-15114	162	45	scores	score	NOUN
fcis-15114	162	46	.	.	PUNCT
fcis-15114	163	1	see	see	VERB
fcis-15114	163	2	table	table	NOUN
fcis-15114	163	3	1	1	NUM
fcis-15114	163	4	table	table	NOUN
fcis-15114	163	5	1	1	NUM
fcis-15114	163	6	.	.	PUNCT
fcis-15114	164	1	the	the	DET
fcis-15114	164	2	influence	influence	NOUN
fcis-15114	164	3	of	of	ADP
fcis-15114	164	4	different	different	ADJ
fcis-15114	164	5	number	number	NOUN
fcis-15114	164	6	of	of	ADP
fcis-15114	164	7	topics	topic	NOUN
fcis-15114	164	8	n	n	CCONJ
fcis-15114	164	9	on	on	ADP
fcis-15114	164	10	the	the	DET
fcis-15114	164	11	score	score	NOUN
fcis-15114	164	12	of	of	ADP
fcis-15114	164	13	e	e	NOUN
fcis-15114	164	14	-	-	NOUN
fcis-15114	164	15	commerce	commerce	NOUN
fcis-15114	164	16	positions	position	NOUN
fcis-15114	164	17	job	job	NOUN
fcis-15114	164	18	number	number	NOUN
fcis-15114	164	19	of	of	ADP
fcis-15114	164	20	topics	topic	NOUN
fcis-15114	164	21	perplexity	perplexity	NOUN
fcis-15114	164	22	consistency	consistency	NOUN
fcis-15114	164	23	job	job	NOUN
fcis-15114	164	24	number	number	NOUN
fcis-15114	164	25	of	of	ADP
fcis-15114	164	26	topics	topic	NOUN
fcis-15114	164	27	perplexity	perplexity	NOUN
fcis-15114	164	28	consistency	consistency	NOUN
fcis-15114	164	29	director	director	NOUN
fcis-15114	164	30	of	of	ADP
fcis-15114	164	31	operations	operation	NOUN
fcis-15114	164	32	1	1	NUM
fcis-15114	164	33	-13.5935	-13.5935	SYM
fcis-15114	164	34	0.5169	0.5169	NUM
fcis-15114	164	35	network	network	NOUN
fcis-15114	164	36	operations	operation	NOUN
fcis-15114	164	37	director	director	NOUN
fcis-15114	164	38	/manager	/manager	ADV
fcis-15114	164	39	1	1	NUM
fcis-15114	164	40	-13.1916	-13.1916	NUM
fcis-15114	164	41	0.5271	0.5271	NUM
fcis-15114	164	42	2	2	NUM
fcis-15114	164	43	-13.8038	-13.8038	NUM
fcis-15114	164	44	0.4821	0.4821	NUM
fcis-15114	164	45	2	2	NUM
fcis-15114	164	46	-13.4786	-13.4786	SYM
fcis-15114	164	47	0.4692	0.4692	NUM
fcis-15114	164	48	3	3	NUM
fcis-15114	164	49	-13.9172	-13.9172	NUM
fcis-15114	164	50	0.5852	0.5852	NUM
fcis-15114	164	51	3	3	NUM
fcis-15114	164	52	-13.6418	-13.6418	SYM
fcis-15114	164	53	0.5034	0.5034	NUM
fcis-15114	164	54	4	4	NUM
fcis-15114	164	55	-14.1254	-14.1254	NUM
fcis-15114	164	56	0.5822	0.5822	NUM
fcis-15114	164	57	4	4	NUM
fcis-15114	164	58	-13.8199	-13.8199	SYM
fcis-15114	164	59	0.4953	0.4953	NUM
fcis-15114	164	60	5	5	NUM
fcis-15114	164	61	-14.1930	-14.1930	PUNCT
fcis-15114	164	62	0.6460	0.6460	NUM
fcis-15114	164	63	5	5	NUM
fcis-15114	164	64	-13.9563	-13.9563	NUM
fcis-15114	164	65	0.5505	0.5505	NUM
fcis-15114	164	66	6	6	NUM
fcis-15114	164	67	-14.1920	-14.1920	SYM
fcis-15114	164	68	0.5132	0.5132	NUM
fcis-15114	164	69	6	6	NUM
fcis-15114	164	70	-14.0763	-14.0763	SYM
fcis-15114	164	71	0.6153	0.6153	NUM
fcis-15114	164	72	7	7	NUM
fcis-15114	164	73	-14.2657	-14.2657	SYM
fcis-15114	164	74	0.5779	0.5779	NUM
fcis-15114	164	75	7	7	NUM
fcis-15114	164	76	-14.0877	-14.0877	SYM
fcis-15114	164	77	0.5788	0.5788	NUM
fcis-15114	164	78	8	8	NUM
fcis-15114	164	79	-14.3304	-14.3304	SYM
fcis-15114	164	80	0.6310	0.6310	NUM
fcis-15114	164	81	8	8	NUM
fcis-15114	164	82	-14.0372	-14.0372	SYM
fcis-15114	164	83	0.5617	0.5617	NUM
fcis-15114	164	84	9	9	NUM
fcis-15114	164	85	-14.4075	-14.4075	SYM
fcis-15114	164	86	0.6765	0.6765	NUM
fcis-15114	164	87	9	9	NUM
fcis-15114	164	88	-14.2771	-14.2771	SYM
fcis-15114	164	89	0.6502	0.6502	NUM
fcis-15114	164	90	network	network	NOUN
fcis-15114	164	91	promotion	promotion	NOUN
fcis-15114	164	92	commissioner	commissioner	NOUN
fcis-15114	164	93	1	1	NUM
fcis-15114	164	94	-11.6362	-11.6362	PUNCT
fcis-15114	164	95	0.5776	0.5776	NUM
fcis-15114	164	96	sales	sale	NOUN
fcis-15114	164	97	representative	representative	NOUN
fcis-15114	164	98	1	1	NUM
fcis-15114	164	99	-14.3360	-14.3360	NUM
fcis-15114	164	100	0.4363	0.4363	NUM
fcis-15114	164	101	2	2	NUM
fcis-15114	164	102	-11.8874	-11.8874	NUM
fcis-15114	164	103	0.6505	0.6505	NUM
fcis-15114	164	104	2	2	NUM
fcis-15114	164	105	-14.4477	-14.4477	SYM
fcis-15114	164	106	0.5082	0.5082	NUM
fcis-15114	164	107	3	3	NUM
fcis-15114	164	108	-11.9915	-11.9915	NUM
fcis-15114	164	109	0.7187	0.7187	NUM
fcis-15114	164	110	3	3	NUM
fcis-15114	164	111	-14.8883	-14.8883	NUM
fcis-15114	164	112	0.4664	0.4664	NUM
fcis-15114	164	113	4	4	NUM
fcis-15114	164	114	-12.0413	-12.0413	SYM
fcis-15114	164	115	0.5811	0.5811	NUM
fcis-15114	164	116	4	4	NUM
fcis-15114	164	117	-14.9716	-14.9716	NUM
fcis-15114	164	118	0.5628	0.5628	NUM
fcis-15114	164	119	5	5	NUM
fcis-15114	164	120	-12.1857	-12.1857	SYM
fcis-15114	164	121	0.6694	0.6694	NUM
fcis-15114	164	122	5	5	NUM
fcis-15114	164	123	-15.0236	-15.0236	SYM
fcis-15114	164	124	0.5052	0.5052	NUM
fcis-15114	164	125	6	6	NUM
fcis-15114	164	126	-12.2288	-12.2288	SYM
fcis-15114	164	127	0.5687	0.5687	NUM
fcis-15114	164	128	6	6	NUM
fcis-15114	164	129	-15.1178	-15.1178	SYM
fcis-15114	164	130	0.5528	0.5528	NUM
fcis-15114	164	131	7	7	NUM
fcis-15114	164	132	-12.5271	-12.5271	SYM
fcis-15114	164	133	0.5162	0.5162	NUM
fcis-15114	164	134	7	7	NUM
fcis-15114	164	135	-15.7581	-15.7581	SYM
fcis-15114	164	136	0.6054	0.6054	NUM
fcis-15114	164	137	8	8	NUM
fcis-15114	164	138	-12.4436	-12.4436	NUM
fcis-15114	164	139	0.5955	0.5955	NUM
fcis-15114	164	140	8	8	NUM
fcis-15114	164	141	-15.4795	-15.4795	SYM
fcis-15114	164	142	0.4610	0.4610	NUM
fcis-15114	164	143	9	9	NUM
fcis-15114	164	144	-12.3595	-12.3595	SYM
fcis-15114	164	145	0.6115	0.6115	NUM
fcis-15114	164	146	9	9	NUM
fcis-15114	164	147	-15.8231	-15.8231	SYM
fcis-15114	164	148	0.5196	0.5196	NUM
fcis-15114	164	149	taking	take	VERB
fcis-15114	164	150	the	the	DET
fcis-15114	164	151	"	"	PUNCT
fcis-15114	164	152	chief	chief	ADJ
fcis-15114	164	153	operating	operating	NOUN
fcis-15114	164	154	officer	officer	NOUN
fcis-15114	164	155	"	"	PUNCT
fcis-15114	164	156	as	as	ADP
fcis-15114	164	157	an	an	DET
fcis-15114	164	158	example	example	NOUN
fcis-15114	164	159	,	,	PUNCT
fcis-15114	164	160	when	when	SCONJ
fcis-15114	164	161	n=6	n=6	NOUN
fcis-15114	164	162	,	,	PUNCT
fcis-15114	164	163	the	the	DET
fcis-15114	164	164	degree	degree	NOUN
fcis-15114	164	165	of	of	ADP
fcis-15114	164	166	subject	subject	ADJ
fcis-15114	164	167	confusion	confusion	NOUN
fcis-15114	164	168	increases	increase	NOUN
fcis-15114	164	169	,	,	PUNCT
fcis-15114	164	170	and	and	CCONJ
fcis-15114	164	171	the	the	DET
fcis-15114	164	172	model	model	NOUN
fcis-15114	164	173	may	may	AUX
fcis-15114	164	174	have	have	AUX
fcis-15114	164	175	overfitting	overfitte	VERB
fcis-15114	164	176	.	.	PUNCT
fcis-15114	165	1	therefore	therefore	ADV
fcis-15114	165	2	,	,	PUNCT
fcis-15114	165	3	this	this	DET
fcis-15114	165	4	article	article	NOUN
fcis-15114	165	5	selects	select	VERB
fcis-15114	165	6	n=5	n=5	PRON
fcis-15114	165	7	and	and	CCONJ
fcis-15114	165	8	n=9	n=9	PROPN
fcis-15114	165	9	,	,	PUNCT
fcis-15114	165	10	which	which	PRON
fcis-15114	165	11	are	be	AUX
fcis-15114	165	12	the	the	DET
fcis-15114	165	13	lowest	low	ADJ
fcis-15114	165	14	points	point	NOUN
fcis-15114	165	15	of	of	ADP
fcis-15114	165	16	confusion	confusion	NOUN
fcis-15114	165	17	and	and	CCONJ
fcis-15114	165	18	highest	high	ADJ
fcis-15114	165	19	consistency	consistency	NOUN
fcis-15114	165	20	before	before	ADP
fcis-15114	165	21	and	and	CCONJ
fcis-15114	165	22	after	after	ADP
fcis-15114	165	23	the	the	DET
fcis-15114	165	24	increase	increase	NOUN
fcis-15114	165	25	in	in	ADP
fcis-15114	165	26	confusion	confusion	NOUN
fcis-15114	165	27	,	,	PUNCT
fcis-15114	165	28	respectively	respectively	ADV
fcis-15114	165	29	.	.	PUNCT
fcis-15114	166	1	subfigure	subfigure	NOUN
fcis-15114	166	2	(	(	PUNCT
fcis-15114	166	3	a	a	NOUN
fcis-15114	166	4	)	)	PUNCT
fcis-15114	166	5	to	to	ADP
fcis-15114	166	6	(	(	PUNCT
fcis-15114	166	7	b	b	NOUN
fcis-15114	166	8	)	)	PUNCT
fcis-15114	166	9	in	in	ADP
fcis-15114	166	10	figure	figure	NOUN
fcis-15114	166	11	8	8	NUM
fcis-15114	166	12	present	present	VERB
fcis-15114	166	13	the	the	DET
fcis-15114	166	14	visualization	visualization	NOUN
fcis-15114	166	15	effects	effect	NOUN
fcis-15114	166	16	of	of	ADP
fcis-15114	166	17	lda	lda	ADJ
fcis-15114	166	18	topic	topic	NOUN
fcis-15114	166	19	models	model	NOUN
fcis-15114	166	20	with	with	ADP
fcis-15114	166	21	n=5	n=5	PRON
fcis-15114	166	22	and	and	CCONJ
fcis-15114	166	23	n=9	n=9	NOUN
fcis-15114	166	24	,	,	PUNCT
fcis-15114	166	25	respectively	respectively	ADV
fcis-15114	166	26	.	.	PUNCT
fcis-15114	167	1	although	although	SCONJ
fcis-15114	167	2	the	the	DET
fcis-15114	167	3	confusion	confusion	NOUN
fcis-15114	167	4	score	score	NOUN
fcis-15114	167	5	for	for	ADP
fcis-15114	167	6	the	the	DET
fcis-15114	167	7	"	"	PUNCT
fcis-15114	167	8	chief	chief	ADJ
fcis-15114	167	9	operating	operating	NOUN
fcis-15114	167	10	officer	officer	NOUN
fcis-15114	167	11	"	"	PUNCT
fcis-15114	167	12	position	position	NOUN
fcis-15114	167	13	is	be	AUX
fcis-15114	167	14	the	the	DET
fcis-15114	167	15	lowest	low	ADJ
fcis-15114	167	16	and	and	CCONJ
fcis-15114	167	17	the	the	DET
fcis-15114	167	18	consistency	consistency	NOUN
fcis-15114	167	19	score	score	NOUN
fcis-15114	167	20	is	be	AUX
fcis-15114	167	21	the	the	DET
fcis-15114	167	22	highest	high	ADJ
fcis-15114	167	23	when	when	SCONJ
fcis-15114	167	24	the	the	DET
fcis-15114	167	25	number	number	NOUN
fcis-15114	167	26	of	of	ADP
fcis-15114	167	27	topics	topic	NOUN
fcis-15114	167	28	is	be	AUX
fcis-15114	167	29	n=9	n=9	NOUN
fcis-15114	167	30	,	,	PUNCT
fcis-15114	167	31	there	there	PRON
fcis-15114	167	32	is	be	VERB
fcis-15114	167	33	overlap	overlap	NOUN
fcis-15114	167	34	between	between	ADP
fcis-15114	167	35	topics	topic	NOUN
fcis-15114	167	36	1	1	NUM
fcis-15114	167	37	,	,	PUNCT
fcis-15114	167	38	2	2	NUM
fcis-15114	167	39	,	,	PUNCT
fcis-15114	167	40	3	3	NUM
fcis-15114	167	41	,	,	PUNCT
fcis-15114	167	42	and	and	CCONJ
fcis-15114	167	43	5	5	NUM
fcis-15114	167	44	,	,	PUNCT
fcis-15114	167	45	indicating	indicate	VERB
fcis-15114	167	46	that	that	SCONJ
fcis-15114	167	47	the	the	DET
fcis-15114	167	48	topic	topic	NOUN
fcis-15114	167	49	division	division	NOUN
fcis-15114	167	50	at	at	ADP
fcis-15114	167	51	n=9	n=9	PROPN
fcis-15114	167	52	is	be	AUX
fcis-15114	167	53	not	not	PART
fcis-15114	167	54	effective	effective	ADJ
fcis-15114	167	55	.	.	PUNCT
fcis-15114	168	1	although	although	SCONJ
fcis-15114	168	2	there	there	PRON
fcis-15114	168	3	is	be	VERB
fcis-15114	168	4	also	also	ADV
fcis-15114	168	5	overlap	overlap	NOUN
fcis-15114	168	6	between	between	ADP
fcis-15114	168	7	themes	theme	NOUN
fcis-15114	168	8	1	1	NUM
fcis-15114	168	9	and	and	CCONJ
fcis-15114	168	10	2	2	NUM
fcis-15114	168	11	when	when	SCONJ
fcis-15114	168	12	n=5	n=5	PROPN
fcis-15114	168	13	,	,	PUNCT
fcis-15114	168	14	the	the	DET
fcis-15114	168	15	division	division	NOUN
fcis-15114	168	16	effect	effect	NOUN
fcis-15114	168	17	is	be	AUX
fcis-15114	168	18	still	still	ADV
fcis-15114	168	19	better	well	ADJ
fcis-15114	168	20	when	when	SCONJ
fcis-15114	168	21	n=5	n=5	PRON
fcis-15114	168	22	compared	compare	VERB
fcis-15114	168	23	to	to	ADP
fcis-15114	168	24	n=9	n=9	PROPN
fcis-15114	168	25	.	.	PUNCT
fcis-15114	169	1	therefore	therefore	ADV
fcis-15114	169	2	,	,	PUNCT
fcis-15114	169	3	it	it	PRON
fcis-15114	169	4	can	can	AUX
fcis-15114	169	5	be	be	AUX
fcis-15114	169	6	preliminarily	preliminarily	ADV
fcis-15114	169	7	determined	determine	VERB
fcis-15114	169	8	that	that	SCONJ
fcis-15114	169	9	the	the	DET
fcis-15114	169	10	model	model	NOUN
fcis-15114	169	11	overfits	overfit	NOUN
fcis-15114	169	12	when	when	SCONJ
fcis-15114	169	13	n=6	n=6	NOUN
fcis-15114	169	14	,	,	PUNCT
fcis-15114	169	15	resulting	result	VERB
fcis-15114	169	16	in	in	ADP
fcis-15114	169	17	poor	poor	ADJ
fcis-15114	169	18	performance	performance	NOUN
fcis-15114	169	19	of	of	ADP
fcis-15114	169	20	the	the	DET
fcis-15114	169	21	topic	topic	NOUN
fcis-15114	169	22	model	model	NOUN
fcis-15114	169	23	.	.	PUNCT
fcis-15114	170	1	therefore	therefore	ADV
fcis-15114	170	2	,	,	PUNCT
fcis-15114	170	3	choosing	choose	VERB
fcis-15114	170	4	n=5	n=5	PRON
fcis-15114	170	5	as	as	ADP
fcis-15114	170	6	the	the	DET
fcis-15114	170	7	optimal	optimal	ADJ
fcis-15114	170	8	number	number	NOUN
fcis-15114	170	9	of	of	ADP
fcis-15114	170	10	topics	topic	NOUN
fcis-15114	170	11	for	for	ADP
fcis-15114	170	12	text	text	NOUN
fcis-15114	170	13	mining	mining	NOUN
fcis-15114	170	14	of	of	ADP
fcis-15114	170	15	competency	competency	NOUN
fcis-15114	170	16	requirements	requirement	NOUN
fcis-15114	170	17	for	for	ADP
fcis-15114	170	18	the	the	DET
fcis-15114	170	19	"	"	PUNCT
fcis-15114	170	20	chief	chief	ADJ
fcis-15114	170	21	operating	operating	NOUN
fcis-15114	170	22	officer	officer	NOUN
fcis-15114	170	23	"	"	PUNCT
fcis-15114	170	24	position	position	NOUN
fcis-15114	170	25	.	.	PUNCT
fcis-15114	171	1	similarly	similarly	ADV
fcis-15114	171	2	,	,	PUNCT
fcis-15114	171	3	a	a	DET
fcis-15114	171	4	comparative	comparative	ADJ
fcis-15114	171	5	analysis	analysis	NOUN
fcis-15114	171	6	of	of	ADP
fcis-15114	171	7	the	the	DET
fcis-15114	171	8	other	other	ADJ
fcis-15114	171	9	three	three	NUM
fcis-15114	171	10	types	type	NOUN
fcis-15114	171	11	of	of	ADP
fcis-15114	171	12	positions	position	NOUN
fcis-15114	171	13	was	be	AUX
fcis-15114	171	14	conducted	conduct	VERB
fcis-15114	171	15	to	to	PART
fcis-15114	171	16	determine	determine	VERB
fcis-15114	171	17	the	the	DET
fcis-15114	171	18	optimal	optimal	ADJ
fcis-15114	171	19	number	number	NOUN
fcis-15114	171	20	of	of	ADP
fcis-15114	171	21	topics	topic	NOUN
fcis-15114	171	22	for	for	ADP
fcis-15114	171	23	these	these	DET
fcis-15114	171	24	four	four	NUM
fcis-15114	171	25	types	type	NOUN
fcis-15114	171	26	of	of	ADP
fcis-15114	171	27	positions	position	NOUN
fcis-15114	171	28	,	,	PUNCT
fcis-15114	171	29	which	which	PRON
fcis-15114	171	30	were	be	AUX
fcis-15114	171	31	:	:	PUNCT
fcis-15114	171	32	operations	operation	NOUN
fcis-15114	171	33	director	director	NOUN
fcis-15114	171	34	(	(	PUNCT
fcis-15114	171	35	n=5	n=5	PROPN
fcis-15114	171	36	)	)	PUNCT
fcis-15114	171	37	,	,	PUNCT
fcis-15114	171	38	network	network	NOUN
fcis-15114	171	39	operations	operation	NOUN
fcis-15114	171	40	director/	director/	NUM
fcis-15114	171	41	manager	manager	NOUN
fcis-15114	171	42	(	(	PUNCT
fcis-15114	171	43	n=6	n=6	NOUN
fcis-15114	171	44	)	)	PUNCT
fcis-15114	171	45	,	,	PUNCT
fcis-15114	171	46	network	network	NOUN
fcis-15114	171	47	promotion	promotion	NOUN
fcis-15114	171	48	specialist	specialist	NOUN
fcis-15114	171	49	(	(	PUNCT
fcis-15114	171	50	n=3	n=3	NOUN
fcis-15114	171	51	)	)	PUNCT
fcis-15114	171	52	,	,	PUNCT
fcis-15114	171	53	and	and	CCONJ
fcis-15114	171	54	sales	sale	NOUN
fcis-15114	171	55	representative	representative	NOUN
fcis-15114	171	56	(	(	PUNCT
fcis-15114	171	57	n=7	n=7	PROPN
fcis-15114	171	58	)	)	PUNCT
fcis-15114	171	59	.	.	PUNCT
fcis-15114	172	1	5.3	5.3	NUM
fcis-15114	172	2	.	.	PUNCT
fcis-15114	173	1	visualization	visualization	NOUN
fcis-15114	173	2	analysis	analysis	NOUN
fcis-15114	173	3	of	of	ADP
fcis-15114	173	4	lda	lda	ADJ
fcis-15114	173	5	topic	topic	NOUN
fcis-15114	173	6	model	model	NOUN
fcis-15114	173	7	in	in	ADP
fcis-15114	173	8	the	the	DET
fcis-15114	173	9	visualization	visualization	NOUN
fcis-15114	173	10	diagram	diagram	NOUN
fcis-15114	173	11	of	of	ADP
fcis-15114	173	12	the	the	DET
fcis-15114	173	13	lda	lda	PROPN
fcis-15114	173	14	model	model	NOUN
fcis-15114	173	15	,	,	PUNCT
fcis-15114	173	16	the	the	DET
fcis-15114	173	17	circles	circle	NOUN
fcis-15114	173	18	on	on	ADP
fcis-15114	173	19	the	the	DET
fcis-15114	173	20	left	left	NOUN
fcis-15114	173	21	represent	represent	VERB
fcis-15114	173	22	topics	topic	NOUN
fcis-15114	173	23	,	,	PUNCT
fcis-15114	173	24	with	with	ADP
fcis-15114	173	25	larger	large	ADJ
fcis-15114	173	26	circles	circle	NOUN
fcis-15114	173	27	indicating	indicate	VERB
fcis-15114	173	28	a	a	DET
fcis-15114	173	29	higher	high	ADJ
fcis-15114	173	30	probability	probability	NOUN
fcis-15114	173	31	of	of	ADP
fcis-15114	173	32	the	the	DET
fcis-15114	173	33	topic	topic	NOUN
fcis-15114	173	34	in	in	ADP
fcis-15114	173	35	the	the	DET
fcis-15114	173	36	document	document	NOUN
fcis-15114	173	37	.	.	PUNCT
fcis-15114	174	1	the	the	DET
fcis-15114	174	2	distance	distance	NOUN
fcis-15114	174	3	between	between	ADP
fcis-15114	174	4	circles	circle	NOUN
fcis-15114	174	5	indicates	indicate	VERB
fcis-15114	174	6	the	the	DET
fcis-15114	174	7	similarity	similarity	NOUN
fcis-15114	174	8	between	between	ADP
fcis-15114	174	9	topics	topic	NOUN
fcis-15114	174	10	.	.	PUNCT
fcis-15114	175	1	on	on	ADP
fcis-15114	175	2	the	the	DET
fcis-15114	175	3	right	right	NOUN
fcis-15114	175	4	are	be	AUX
fcis-15114	175	5	the	the	DET
fcis-15114	175	6	words	word	NOUN
fcis-15114	175	7	corresponding	correspond	VERB
fcis-15114	175	8	to	to	ADP
fcis-15114	175	9	the	the	DET
fcis-15114	175	10	topics	topic	NOUN
fcis-15114	175	11	,	,	PUNCT
fcis-15114	175	12	with	with	ADP
fcis-15114	175	13	longer	long	ADJ
fcis-15114	175	14	bars	bar	NOUN
fcis-15114	175	15	indicating	indicate	VERB
fcis-15114	175	16	a	a	DET
fcis-15114	175	17	higher	high	ADJ
fcis-15114	175	18	frequency	frequency	NOUN
fcis-15114	175	19	of	of	ADP
fcis-15114	175	20	occurrence	occurrence	NOUN
fcis-15114	175	21	of	of	ADP
fcis-15114	175	22	the	the	DET
fcis-15114	175	23	word	word	NOUN
fcis-15114	175	24	.	.	PUNCT
fcis-15114	176	1	the	the	DET
fcis-15114	176	2	red	red	ADJ
fcis-15114	176	3	portion	portion	NOUN
fcis-15114	176	4	represents	represent	VERB
fcis-15114	176	5	the	the	DET
fcis-15114	176	6	distribution	distribution	NOUN
fcis-15114	176	7	of	of	ADP
fcis-15114	176	8	terms	term	NOUN
fcis-15114	176	9	for	for	ADP
fcis-15114	176	10	the	the	DET
fcis-15114	176	11	selected	select	VERB
fcis-15114	176	12	topic	topic	NOUN
fcis-15114	176	13	.	.	PUNCT
fcis-15114	177	1	to	to	PART
fcis-15114	177	2	measure	measure	VERB
fcis-15114	177	3	the	the	DET
fcis-15114	177	4	influence	influence	NOUN
fcis-15114	177	5	of	of	ADP
fcis-15114	177	6	words	word	NOUN
fcis-15114	177	7	on	on	ADP
fcis-15114	177	8	topics	topic	NOUN
fcis-15114	177	9	,	,	PUNCT
fcis-15114	177	10	we	we	PRON
fcis-15114	177	11	use	use	VERB
fcis-15114	177	12	the	the	DET
fcis-15114	177	13	parameter	parameter	NOUN
fcis-15114	177	14	λ	λ	PROPN
fcis-15114	177	15	.	.	PUNCT
fcis-15114	178	1	when	when	SCONJ
fcis-15114	178	2	λ	λ	PROPN
fcis-15114	178	3	when	when	SCONJ
fcis-15114	178	4	it	it	PRON
fcis-15114	178	5	approaches	approach	VERB
fcis-15114	178	6	1	1	NUM
fcis-15114	178	7	,	,	PUNCT
fcis-15114	178	8	the	the	DET
fcis-15114	178	9	words	word	NOUN
fcis-15114	178	10	that	that	PRON
fcis-15114	178	11	appear	appear	VERB
fcis-15114	178	12	more	more	ADV
fcis-15114	178	13	frequently	frequently	ADV
fcis-15114	178	14	under	under	ADP
fcis-15114	178	15	the	the	DET
fcis-15114	178	16	topic	topic	NOUN
fcis-15114	178	17	have	have	VERB
fcis-15114	178	18	a	a	DET
fcis-15114	178	19	stronger	strong	ADJ
fcis-15114	178	20	correlation	correlation	NOUN
fcis-15114	178	21	with	with	ADP
fcis-15114	178	22	the	the	DET
fcis-15114	178	23	topic	topic	NOUN
fcis-15114	178	24	;	;	PUNCT
fcis-15114	178	25	on	on	ADP
fcis-15114	178	26	the	the	DET
fcis-15114	178	27	contrary	contrary	NOUN
fcis-15114	178	28	,	,	PUNCT
fcis-15114	178	29	when	when	SCONJ
fcis-15114	178	30	λ	λ	PROPN
fcis-15114	178	31	as	as	SCONJ
fcis-15114	178	32	the	the	DET
fcis-15114	178	33	value	value	NOUN
fcis-15114	178	34	approaches	approach	VERB
fcis-15114	178	35	0	0	NUM
fcis-15114	178	36	,	,	PUNCT
fcis-15114	178	37	the	the	DET
fcis-15114	178	38	more	more	ADV
fcis-15114	178	39	unique	unique	ADJ
fcis-15114	178	40	and	and	CCONJ
fcis-15114	178	41	exclusive	exclusive	ADJ
fcis-15114	178	42	words	word	NOUN
fcis-15114	178	43	under	under	ADP
fcis-15114	178	44	the	the	DET
fcis-15114	178	45	topic	topic	NOUN
fcis-15114	178	46	have	have	VERB
fcis-15114	178	47	a	a	DET
fcis-15114	178	48	stronger	strong	ADJ
fcis-15114	178	49	correlation	correlation	NOUN
fcis-15114	178	50	with	with	ADP
fcis-15114	178	51	the	the	DET
fcis-15114	178	52	topic	topic	NOUN
fcis-15114	178	53	.	.	PUNCT
fcis-15114	179	1	the	the	DET
fcis-15114	179	2	role	role	NOUN
fcis-15114	179	3	of	of	ADP
fcis-15114	179	4	this	this	DET
fcis-15114	179	5	parameter	parameter	NOUN
fcis-15114	179	6	is	be	AUX
fcis-15114	179	7	to	to	PART
fcis-15114	179	8	help	help	VERB
fcis-15114	179	9	us	we	PRON
fcis-15114	179	10	determine	determine	VERB
fcis-15114	179	11	the	the	DET
fcis-15114	179	12	correlation	correlation	NOUN
fcis-15114	179	13	between	between	ADP
fcis-15114	179	14	topics	topic	NOUN
fcis-15114	179	15	and	and	CCONJ
fcis-15114	179	16	words	word	NOUN
fcis-15114	179	17	,	,	PUNCT
fcis-15114	179	18	thereby	thereby	ADV
fcis-15114	179	19	better	well	ADV
fcis-15114	179	20	understanding	understanding	NOUN
fcis-15114	179	21	and	and	CCONJ
fcis-15114	179	22	analyzing	analyze	VERB
fcis-15114	179	23	the	the	DET
fcis-15114	179	24	visualization	visualization	NOUN
fcis-15114	179	25	results	result	NOUN
fcis-15114	179	26	of	of	ADP
fcis-15114	179	27	the	the	DET
fcis-15114	179	28	lda	lda	PROPN
fcis-15114	179	29	model	model	NOUN
fcis-15114	179	30	.	.	PUNCT
fcis-15114	180	1	(	(	PUNCT
fcis-15114	180	2	c	c	X
fcis-15114	180	3	)	)	PUNCT
fcis-15114	180	4	to	to	ADP
fcis-15114	180	5	(	(	PUNCT
fcis-15114	180	6	f	f	X
fcis-15114	180	7	)	)	PUNCT
fcis-15114	180	8	in	in	ADP
fcis-15114	180	9	figure	figure	NOUN
fcis-15114	180	10	8	8	NUM
fcis-15114	180	11	presents	present	VERB
fcis-15114	180	12	the	the	DET
fcis-15114	180	13	lda	lda	PROPN
fcis-15114	180	14	visualization	visualization	NOUN
fcis-15114	180	15	results	result	NOUN
fcis-15114	180	16	of	of	ADP
fcis-15114	180	17	recruitment	recruitment	NOUN
fcis-15114	180	18	requirements	requirement	NOUN
fcis-15114	180	19	for	for	ADP
fcis-15114	180	20	various	various	ADJ
fcis-15114	180	21	positions	position	NOUN
fcis-15114	180	22	in	in	ADP
fcis-15114	180	23	e	e	NOUN
fcis-15114	180	24	-	-	NOUN
fcis-15114	180	25	commerce	commerce	NOUN
fcis-15114	180	26	.	.	PUNCT
fcis-15114	181	1	next	next	ADV
fcis-15114	181	2	,	,	PUNCT
fcis-15114	181	3	we	we	PRON
fcis-15114	181	4	will	will	AUX
fcis-15114	181	5	conduct	conduct	VERB
fcis-15114	181	6	a	a	DET
fcis-15114	181	7	textual	textual	ADJ
fcis-15114	181	8	topic	topic	NOUN
fcis-15114	181	9	visualization	visualization	NOUN
fcis-15114	181	10	analysis	analysis	NOUN
fcis-15114	181	11	of	of	ADP
fcis-15114	181	12	the	the	DET
fcis-15114	181	13	recruitment	recruitment	NOUN
fcis-15114	181	14	capability	capability	NOUN
fcis-15114	181	15	requirements	requirement	NOUN
fcis-15114	181	16	for	for	ADP
fcis-15114	181	17	four	four	NUM
fcis-15114	181	18	types	type	NOUN
fcis-15114	181	19	of	of	ADP
fcis-15114	181	20	positions	position	NOUN
fcis-15114	181	21	.	.	PUNCT
fcis-15114	182	1	we	we	PRON
fcis-15114	182	2	used	use	VERB
fcis-15114	182	3	the	the	DET
fcis-15114	182	4	jieba	jieba	NOUN
fcis-15114	182	5	chinese	chinese	ADJ
fcis-15114	182	6	word	word	NOUN
fcis-15114	182	7	segmentation	segmentation	NOUN
fcis-15114	182	8	45	45	NUM
fcis-15114	182	9	method	method	NOUN
fcis-15114	182	10	and	and	CCONJ
fcis-15114	182	11	,	,	PUNCT
fcis-15114	182	12	on	on	ADP
fcis-15114	182	13	this	this	DET
fcis-15114	182	14	basis	basis	NOUN
fcis-15114	182	15	,	,	PUNCT
fcis-15114	182	16	manually	manually	ADV
fcis-15114	182	17	removed	remove	VERB
fcis-15114	182	18	words	word	NOUN
fcis-15114	182	19	that	that	PRON
fcis-15114	182	20	were	be	AUX
fcis-15114	182	21	unrelated	unrelated	ADJ
fcis-15114	182	22	to	to	ADP
fcis-15114	182	23	the	the	DET
fcis-15114	182	24	topic	topic	NOUN
fcis-15114	182	25	or	or	CCONJ
fcis-15114	182	26	of	of	ADP
fcis-15114	182	27	little	little	ADJ
fcis-15114	182	28	significance	significance	NOUN
fcis-15114	182	29	to	to	PART
fcis-15114	182	30	obtain	obtain	VERB
fcis-15114	182	31	the	the	DET
fcis-15114	182	32	visualization	visualization	NOUN
fcis-15114	182	33	results	result	NOUN
fcis-15114	182	34	of	of	ADP
fcis-15114	182	35	the	the	DET
fcis-15114	182	36	lda	lda	PROPN
fcis-15114	182	37	topic	topic	NOUN
fcis-15114	182	38	model	model	NOUN
fcis-15114	182	39	.	.	PUNCT
fcis-15114	183	1	figure	figure	VERB
fcis-15114	183	2	8	8	NUM
fcis-15114	183	3	.	.	PUNCT
fcis-15114	184	1	visualization	visualization	NOUN
fcis-15114	184	2	of	of	ADP
fcis-15114	184	3	lda	lda	PROPN
fcis-15114	184	4	topic	topic	NOUN
fcis-15114	184	5	model	model	NOUN
fcis-15114	184	6	table	table	NOUN
fcis-15114	184	7	2	2	NUM
fcis-15114	184	8	.	.	PUNCT
fcis-15114	184	9	distribution	distribution	NOUN
fcis-15114	184	10	of	of	ADP
fcis-15114	184	11	keywords	keyword	NOUN
fcis-15114	184	12	of	of	ADP
fcis-15114	184	13	e	e	NOUN
fcis-15114	184	14	-	-	NOUN
fcis-15114	184	15	commerce	commerce	NOUN
fcis-15114	184	16	job	job	NOUN
fcis-15114	184	17	recruitment	recruitment	NOUN
fcis-15114	184	18	ability	ability	NOUN
fcis-15114	184	19	job	job	NOUN
fcis-15114	184	20	thematic	thematic	ADJ
fcis-15114	184	21	byword	byword	NOUN
fcis-15114	184	22	director	director	NOUN
fcis-15114	184	23	of	of	ADP
fcis-15114	184	24	operations	operation	NOUN
fcis-15114	184	25	1	1	NUM
fcis-15114	184	26	scheduled	schedule	VERB
fcis-15114	184	27	service	service	NOUN
fcis-15114	184	28	subscribers	subscriber	NOUN
fcis-15114	184	29	management	management	NOUN
fcis-15114	184	30	produkte	produkte	PROPN
fcis-15114	184	31	develop	develop	VERB
fcis-15114	184	32	markets	market	NOUN
fcis-15114	184	33	promotion	promotion	NOUN
fcis-15114	184	34	internet	internet	NOUN
fcis-15114	184	35	marketing	marketing	NOUN
fcis-15114	184	36	platform	platform	NOUN
fcis-15114	184	37	2	2	NUM
fcis-15114	184	38	customers	customer	NOUN
fcis-15114	184	39	sales	sale	NOUN
fcis-15114	184	40	stores	store	NOUN
fcis-15114	184	41	benefits	benefit	VERB
fcis-15114	184	42	taobao	taobao	PROPN
fcis-15114	184	43	customer	customer	NOUN
fcis-15114	184	44	service	service	NOUN
fcis-15114	184	45	maintenance	maintenance	NOUN
fcis-15114	184	46	consulting	consulting	NOUN
fcis-15114	184	47	services	service	NOUN
fcis-15114	184	48	ecommerce	ecommerce	VERB
fcis-15114	184	49	3	3	NUM
fcis-15114	184	50	devise	devise	NOUN
fcis-15114	184	51	sites	site	NOUN
fcis-15114	184	52	make	make	VERB
fcis-15114	184	53	copywriting	copywriting	NOUN
fcis-15114	184	54	creative	creative	ADJ
fcis-15114	184	55	page	page	NOUN
fcis-15114	184	56	media	medium	NOUN
fcis-15114	184	57	graphic	graphic	ADJ
fcis-15114	184	58	design	design	NOUN
fcis-15114	184	59	editorial	editorial	ADJ
fcis-15114	184	60	art	art	NOUN
fcis-15114	184	61	network	network	NOUN
fcis-15114	184	62	operations	operation	NOUN
fcis-15114	184	63	director	director	NOUN
fcis-15114	184	64	/manager	/manager	NOUN
fcis-15114	184	65	1	1	NUM
fcis-15114	184	66	scheduled	schedule	VERB
fcis-15114	184	67	service	service	NOUN
fcis-15114	184	68	website	website	NOUN
fcis-15114	184	69	users	user	NOUN
fcis-15114	184	70	promotions	promotion	NOUN
fcis-15114	184	71	products	product	NOUN
fcis-15114	184	72	planning	plan	VERB
fcis-15114	184	73	events	event	NOUN
fcis-15114	184	74	marketing	marketing	NOUN
fcis-15114	184	75	analytics	analytic	NOUN
fcis-15114	184	76	strategy	strategy	NOUN
fcis-15114	184	77	2	2	NUM
fcis-15114	184	78	sales	sale	NOUN
fcis-15114	184	79	foreign	foreign	ADJ
fcis-15114	184	80	trade	trade	NOUN
fcis-15114	184	81	english	english	PROPN
fcis-15114	184	82	clients	client	NOUN
fcis-15114	184	83	paid	pay	VERB
fcis-15114	184	84	commission	commission	PROPN
fcis-15114	184	85	national	national	ADJ
fcis-15114	184	86	amazon	amazon	PROPN
fcis-15114	184	87	training	training	NOUN
fcis-15114	184	88	welfare	welfare	NOUN
fcis-15114	184	89	3	3	NUM
fcis-15114	184	90	customers	customer	NOUN
fcis-15114	184	91	sales	sale	NOUN
fcis-15114	184	92	service	service	NOUN
fcis-15114	184	93	inquiry	inquiry	NOUN
fcis-15114	184	94	recruitment	recruitment	NOUN
fcis-15114	184	95	customer	customer	NOUN
fcis-15114	184	96	service	service	NOUN
fcis-15114	184	97	communication	communication	NOUN
fcis-15114	184	98	mandarin	mandarin	NOUN
fcis-15114	184	99	customers	customer	NOUN
fcis-15114	184	100	love	love	VERB
fcis-15114	184	101	network	network	NOUN
fcis-15114	184	102	promotion	promotion	PROPN
fcis-15114	184	103	commissioner	commissioner	NOUN
fcis-15114	184	104	1	1	NUM
fcis-15114	184	105	node	node	PROPN
fcis-15114	184	106	operation	operation	NOUN
fcis-15114	184	107	promotion	promotion	NOUN
fcis-15114	184	108	media	medium	NOUN
fcis-15114	184	109	planning	planning	NOUN
fcis-15114	184	110	microblogging	microblogge	VERB
fcis-15114	184	111	marketing	marketing	NOUN
fcis-15114	184	112	internet	internet	NOUN
fcis-15114	184	113	produkte	produkte	PROPN
fcis-15114	184	114	events	event	NOUN
fcis-15114	184	115	2	2	NUM
fcis-15114	184	116	bid	bid	NOUN
fcis-15114	184	117	placement	placement	NOUN
fcis-15114	184	118	accounts	account	VERB
fcis-15114	184	119	advertisements	advertisement	NOUN
fcis-15114	184	120	optimization	optimization	NOUN
fcis-15114	184	121	information	information	NOUN
fcis-15114	184	122	flow	flow	VERB
fcis-15114	184	123	sem	sem	PROPN
fcis-15114	184	124	search	search	NOUN
fcis-15114	184	125	data	datum	NOUN
fcis-15114	184	126	strategies	strategy	NOUN
fcis-15114	184	127	3	3	NUM
fcis-15114	184	128	sales	sale	NOUN
fcis-15114	184	129	clientele	clientele	NOUN
fcis-15114	184	130	training	training	NOUN
fcis-15114	184	131	achievements	achievement	NOUN
fcis-15114	184	132	telephony	telephony	NOUN
fcis-15114	184	133	affinity	affinity	NOUN
fcis-15114	184	134	challenges	challenge	VERB
fcis-15114	184	135	engines	engine	NOUN
fcis-15114	184	136	programs	program	NOUN
fcis-15114	184	137	markets	market	VERB
fcis-15114	184	138	sales	sale	NOUN
fcis-15114	184	139	representative	representative	ADJ
fcis-15114	184	140	1	1	NUM
fcis-15114	184	141	cultivate	cultivate	VERB
fcis-15114	184	142	customers	customer	NOUN
fcis-15114	185	1	sales	sale	NOUN
fcis-15114	185	2	chain	chain	NOUN
fcis-15114	185	3	manager	manager	NOUN
fcis-15114	185	4	consultant	consultant	PROPN
fcis-15114	185	5	commission	commission	PROPN
fcis-15114	185	6	client	client	NOUN
fcis-15114	185	7	relationships	relationship	NOUN
fcis-15114	185	8	consulting	consult	VERB
fcis-15114	185	9	business	business	NOUN
fcis-15114	185	10	2	2	NUM
fcis-15114	185	11	offerings	offering	NOUN
fcis-15114	185	12	promotion	promotion	NOUN
fcis-15114	185	13	planning	planning	NOUN
fcis-15114	185	14	sales	sale	NOUN
fcis-15114	185	15	related	relate	VERB
fcis-15114	185	16	analyze	analyze	NOUN
fcis-15114	185	17	marketing	marketing	NOUN
fcis-15114	185	18	brokerage	brokerage	NOUN
fcis-15114	185	19	responsibility	responsibility	NOUN
fcis-15114	185	20	clients	client	VERB
fcis-15114	185	21	3	3	NUM
fcis-15114	185	22	storefront	storefront	NOUN
fcis-15114	185	23	manager	manager	NOUN
fcis-15114	185	24	elite	elite	ADJ
fcis-15114	185	25	business	business	NOUN
fcis-15114	185	26	director	director	NOUN
fcis-15114	185	27	leasing	lease	VERB
fcis-15114	185	28	senior	senior	ADJ
fcis-15114	185	29	e	e	NOUN
fcis-15114	185	30	-	-	PROPN
fcis-15114	185	31	commerce	commerce	NOUN
fcis-15114	185	32	reserve	reserve	NOUN
fcis-15114	185	33	training	training	NOUN
fcis-15114	185	34	for	for	ADP
fcis-15114	185	35	the	the	DET
fcis-15114	185	36	first	first	ADJ
fcis-15114	185	37	three	three	NUM
fcis-15114	185	38	topics	topic	NOUN
fcis-15114	185	39	of	of	ADP
fcis-15114	185	40	each	each	DET
fcis-15114	185	41	position	position	NOUN
fcis-15114	185	42	,	,	PUNCT
fcis-15114	185	43	we	we	PRON
fcis-15114	185	44	selected	select	VERB
fcis-15114	185	45	10	10	NUM
fcis-15114	185	46	keywords	keyword	NOUN
fcis-15114	185	47	for	for	ADP
fcis-15114	185	48	examples	example	NOUN
fcis-15114	185	49	,	,	PUNCT
fcis-15114	185	50	as	as	SCONJ
fcis-15114	185	51	shown	show	VERB
fcis-15114	185	52	in	in	ADP
fcis-15114	185	53	table	table	NOUN
fcis-15114	185	54	2	2	NUM
fcis-15114	185	55	taking	take	VERB
fcis-15114	185	56	the	the	DET
fcis-15114	185	57	"	"	PUNCT
fcis-15114	185	58	director	director	NOUN
fcis-15114	185	59	of	of	ADP
fcis-15114	185	60	operations	operation	NOUN
fcis-15114	185	61	"	"	PUNCT
fcis-15114	185	62	position	position	NOUN
fcis-15114	185	63	as	as	ADP
fcis-15114	185	64	an	an	DET
fcis-15114	185	65	example	example	NOUN
fcis-15114	185	66	,	,	PUNCT
fcis-15114	185	67	selecting	select	VERB
fcis-15114	185	68	n=5	n=5	PROPN
fcis-15114	185	69	to	to	PART
fcis-15114	185	70	establish	establish	VERB
fcis-15114	185	71	an	an	DET
fcis-15114	185	72	lda	lda	PROPN
fcis-15114	185	73	topic	topic	NOUN
fcis-15114	185	74	model	model	NOUN
fcis-15114	185	75	will	will	AUX
fcis-15114	185	76	generate	generate	VERB
fcis-15114	185	77	five	five	NUM
fcis-15114	185	78	topic	topic	NOUN
fcis-15114	185	79	words	word	NOUN
fcis-15114	185	80	,	,	PUNCT
fcis-15114	185	81	each	each	PRON
fcis-15114	185	82	of	of	ADP
fcis-15114	185	83	which	which	PRON
fcis-15114	185	84	will	will	AUX
fcis-15114	185	85	be	be	AUX
fcis-15114	185	86	composed	compose	VERB
fcis-15114	185	87	of	of	ADP
fcis-15114	185	88	several	several	ADJ
fcis-15114	185	89	weighted	weight	VERB
fcis-15114	185	90	words	word	NOUN
fcis-15114	185	91	.	.	PUNCT
fcis-15114	186	1	when	when	SCONJ
fcis-15114	186	2	the	the	DET
fcis-15114	186	3	number	number	NOUN
fcis-15114	186	4	of	of	ADP
fcis-15114	186	5	topics	topic	NOUN
fcis-15114	186	6	n=5	n=5	NUM
fcis-15114	186	7	,	,	PUNCT
fcis-15114	186	8	the	the	DET
fcis-15114	186	9	generated	generate	VERB
fcis-15114	186	10	topic	topic	NOUN
fcis-15114	186	11	weight	weight	NOUN
fcis-15114	186	12	distribution	distribution	NOUN
fcis-15114	186	13	is	be	AUX
fcis-15114	186	14	shown	show	VERB
fcis-15114	186	15	in	in	ADP
fcis-15114	186	16	table	table	NOUN
fcis-15114	186	17	3	3	NUM
fcis-15114	186	18	.	.	PUNCT
fcis-15114	186	19	by	by	ADP
fcis-15114	186	20	looking	look	VERB
fcis-15114	186	21	at	at	ADP
fcis-15114	186	22	the	the	DET
fcis-15114	186	23	distribution	distribution	NOUN
fcis-15114	186	24	of	of	ADP
fcis-15114	186	25	subject	subject	ADJ
fcis-15114	186	26	term	term	NOUN
fcis-15114	186	27	composition	composition	NOUN
fcis-15114	186	28	,	,	PUNCT
fcis-15114	186	29	one	one	PRON
fcis-15114	186	30	can	can	AUX
fcis-15114	186	31	have	have	VERB
fcis-15114	186	32	a	a	DET
fcis-15114	186	33	preliminary	preliminary	ADJ
fcis-15114	186	34	understanding	understanding	NOUN
fcis-15114	186	35	of	of	ADP
fcis-15114	186	36	each	each	DET
fcis-15114	186	37	type	type	NOUN
fcis-15114	186	38	of	of	ADP
fcis-15114	186	39	subject	subject	ADJ
fcis-15114	186	40	term	term	NOUN
fcis-15114	186	41	.	.	PUNCT
fcis-15114	187	1	these	these	DET
fcis-15114	187	2	subject	subject	ADJ
fcis-15114	187	3	terms	term	NOUN
fcis-15114	187	4	are	be	AUX
fcis-15114	187	5	representative	representative	ADJ
fcis-15114	187	6	and	and	CCONJ
fcis-15114	187	7	can	can	AUX
fcis-15114	187	8	reflect	reflect	VERB
fcis-15114	187	9	the	the	DET
fcis-15114	187	10	meaning	meaning	NOUN
fcis-15114	187	11	of	of	ADP
fcis-15114	187	12	the	the	DET
fcis-15114	187	13	topic	topic	NOUN
fcis-15114	187	14	and	and	CCONJ
fcis-15114	187	15	the	the	DET
fcis-15114	187	16	distribution	distribution	NOUN
fcis-15114	187	17	of	of	ADP
fcis-15114	187	18	vocabulary	vocabulary	NOUN
fcis-15114	187	19	.	.	PUNCT
fcis-15114	188	1	topic	topic	NOUN
fcis-15114	188	2	analysis	analysis	NOUN
fcis-15114	188	3	can	can	AUX
fcis-15114	188	4	be	be	AUX
fcis-15114	188	5	conducted	conduct	VERB
fcis-15114	188	6	through	through	ADP
fcis-15114	188	7	these	these	DET
fcis-15114	188	8	different	different	ADJ
fcis-15114	188	9	weighted	weight	VERB
fcis-15114	188	10	words	word	NOUN
fcis-15114	188	11	.	.	PUNCT
fcis-15114	189	1	46	46	NUM
fcis-15114	189	2	table	table	NOUN
fcis-15114	189	3	3	3	NUM
fcis-15114	189	4	.	.	PUNCT
fcis-15114	189	5	keyword	keyword	NOUN
fcis-15114	189	6	weight	weight	NOUN
fcis-15114	189	7	distribution	distribution	NOUN
fcis-15114	189	8	of	of	ADP
fcis-15114	189	9	the	the	DET
fcis-15114	189	10	director	director	NOUN
fcis-15114	189	11	of	of	ADP
fcis-15114	189	12	operation	operation	NOUN
fcis-15114	189	13	(	(	PUNCT
fcis-15114	189	14	n=5	n=5	ADJ
fcis-15114	189	15	)	)	PUNCT
fcis-15114	189	16	thematic	thematic	ADJ
fcis-15114	189	17	word	word	NOUN
fcis-15114	189	18	weight	weight	NOUN
fcis-15114	189	19	distribution	distribution	NOUN
fcis-15114	189	20	1	1	NUM
fcis-15114	189	21	0.011*"scheduled	0.011*"schedule	VERB
fcis-15114	189	22	service	service	NOUN
fcis-15114	189	23	"	"	PUNCT
fcis-15114	189	24	+	+	CCONJ
fcis-15114	189	25	0.008*"subscribers	0.008*"subscriber	NOUN
fcis-15114	189	26	"	"	PUNCT
fcis-15114	189	27	+	+	NUM
fcis-15114	189	28	0.008*"offerings	0.008*"offerings	NUM
fcis-15114	189	29	"	"	PUNCT
fcis-15114	189	30	+	+	CCONJ
fcis-15114	189	31	0.008*"devise	0.008*"devise	NUM
fcis-15114	189	32	"	"	PUNCT
fcis-15114	190	1	+	+	CCONJ
fcis-15114	190	2	0.007*"node	0.007*"node	NOUN
fcis-15114	190	3	"	"	PUNCT
fcis-15114	190	4	+	+	NUM
fcis-15114	190	5	0.007*"generalization	0.007*"generalization	NOUN
fcis-15114	190	6	"	"	PUNCT
fcis-15114	190	7	+	+	CCONJ
fcis-15114	190	8	0.007*"flat	0.007*"flat	NUM
fcis-15114	190	9	-	-	PUNCT
fcis-15114	190	10	roofed	roofed	ADJ
fcis-15114	190	11	building	building	NOUN
fcis-15114	190	12	"	"	PUNCT
fcis-15114	190	13	+	+	CCONJ
fcis-15114	190	14	0.006*"planner	0.006*"planner	NUM
fcis-15114	190	15	"	"	PUNCT
fcis-15114	190	16	+	+	CCONJ
fcis-15114	190	17	0.006*"store	0.006*"store	NUM
fcis-15114	190	18	"	"	PUNCT
fcis-15114	190	19	+	+	CCONJ
fcis-15114	190	20	0.006*"the	0.006*"the	DET
fcis-15114	190	21	internet	internet	NOUN
fcis-15114	190	22	"	"	PUNCT
fcis-15114	190	23	+	+	CCONJ
fcis-15114	190	24	0.005*"digital	0.005*"digital	NUM
fcis-15114	190	25	"	"	PUNCT
fcis-15114	190	26	+	+	CCONJ
fcis-15114	190	27	0.005*"maneuver	0.005*"maneuver	NUM
fcis-15114	190	28	"	"	PUNCT
fcis-15114	190	29	+	+	CCONJ
fcis-15114	190	30	0.005*"ecommerce	0.005*"ecommerce	NUM
fcis-15114	190	31	"	"	PUNCT
fcis-15114	190	32	+	+	CCONJ
fcis-15114	190	33	0.005*"market	0.005*"market	NUM
fcis-15114	190	34	"	"	PUNCT
fcis-15114	190	35	+	+	NUM
fcis-15114	190	36	0.005*"media	0.005*"media	NUM
fcis-15114	190	37	"	"	PUNCT
fcis-15114	190	38	+	+	NUM
fcis-15114	190	39	0.005*"analyze	0.005*"analyze	NUM
fcis-15114	190	40	"	"	PUNCT
fcis-15114	190	41	+	+	CCONJ
fcis-15114	190	42	0.004*"demand	0.004*"demand	NUM
fcis-15114	190	43	"	"	PUNCT
fcis-15114	191	1	+	+	CCONJ
fcis-15114	191	2	0.004*"make	0.004*"make	NUM
fcis-15114	191	3	superior	superior	ADJ
fcis-15114	191	4	"	"	PUNCT
fcis-15114	191	5	+	+	CCONJ
fcis-15114	191	6	0.004*"programmatic	0.004*"programmatic	NUM
fcis-15114	191	7	"	"	PUNCT
fcis-15114	191	8	+	+	CCONJ
fcis-15114	191	9	0.004*"wechat	0.004*"wechat	ADP
fcis-15114	191	10	"	"	PUNCT
fcis-15114	191	11	2	2	NUM
fcis-15114	191	12	0.007	0.007	NUM
fcis-15114	191	13	*	*	PUNCT
fcis-15114	191	14	"	"	PUNCT
fcis-15114	191	15	rendering	render	VERB
fcis-15114	191	16	"	"	PUNCT
fcis-15114	191	17	+	+	CCONJ
fcis-15114	191	18	0.006	0.006	NUM
fcis-15114	191	19	*	*	PUNCT
fcis-15114	191	20	"	"	PUNCT
fcis-15114	191	21	insurance	insurance	NOUN
fcis-15114	191	22	"	"	PUNCT
fcis-15114	191	23	+	+	NOUN
fcis-15114	191	24	0.006	0.006	NUM
fcis-15114	191	25	*	*	PUNCT
fcis-15114	191	26	"	"	PUNCT
fcis-15114	191	27	customer	customer	NOUN
fcis-15114	191	28	"	"	PUNCT
fcis-15114	191	29	+	+	NOUN
fcis-15114	191	30	0.005	0.005	NUM
fcis-15114	191	31	*	*	PUNCT
fcis-15114	191	32	"	"	PUNCT
fcis-15114	191	33	only	only	ADV
fcis-15114	191	34	"	"	PUNCT
fcis-15114	191	35	+	+	NUM
fcis-15114	191	36	0.005	0.005	NUM
fcis-15114	191	37	*	*	PUNCT
fcis-15114	191	38	"	"	PUNCT
fcis-15114	191	39	health	health	NOUN
fcis-15114	191	40	insurance	insurance	NOUN
fcis-15114	191	41	"	"	PUNCT
fcis-15114	191	42	+	+	CCONJ
fcis-15114	191	43	0.004	0.004	NUM
fcis-15114	191	44	*	*	PUNCT
fcis-15114	191	45	"	"	PUNCT
fcis-15114	191	46	benefits	benefit	NOUN
fcis-15114	191	47	"	"	PUNCT
fcis-15114	191	48	+	+	CCONJ
fcis-15114	191	49	0.004	0.004	NUM
fcis-15114	191	50	*	*	PUNCT
fcis-15114	191	51	"	"	PUNCT
fcis-15114	191	52	channeler	channeler	NOUN
fcis-15114	191	53	"	"	PUNCT
fcis-15114	191	54	+	+	CCONJ
fcis-15114	191	55	0.004	0.004	NUM
fcis-15114	191	56	*	*	PUNCT
fcis-15114	191	57	"	"	PUNCT
fcis-15114	191	58	gratuity	gratuity	NOUN
fcis-15114	191	59	"	"	PUNCT
fcis-15114	191	60	+	+	NOUN
fcis-15114	191	61	0.004	0.004	NUM
fcis-15114	191	62	*	*	PUNCT
fcis-15114	191	63	"	"	PUNCT
fcis-15114	191	64	vacation	vacation	NOUN
fcis-15114	191	65	"	"	PUNCT
fcis-15114	191	66	+	+	CCONJ
fcis-15114	191	67	0.004	0.004	NUM
fcis-15114	191	68	*	*	PUNCT
fcis-15114	191	69	"	"	PUNCT
fcis-15114	191	70	voice	voice	NOUN
fcis-15114	191	71	"	"	PUNCT
fcis-15114	191	72	+	+	NOUN
fcis-15114	191	73	0.004	0.004	NUM
fcis-15114	191	74	*	*	NOUN
fcis-15114	191	75	"	"	PUNCT
fcis-15114	191	76	mobile	mobile	ADJ
fcis-15114	191	77	games	game	NOUN
fcis-15114	191	78	"	"	PUNCT
fcis-15114	191	79	+	+	CCONJ
fcis-15114	191	80	0.004*"progress	0.004*"progress	NUM
fcis-15114	191	81	"	"	PUNCT
fcis-15114	191	82	+	+	NUM
fcis-15114	191	83	0.004*"maternity	0.004*"maternity	NOUN
fcis-15114	191	84	"	"	PUNCT
fcis-15114	191	85	+	+	NUM
fcis-15114	191	86	0.004*"pension	0.004*"pension	NOUN
fcis-15114	191	87	"	"	PUNCT
fcis-15114	191	88	+	+	NUM
fcis-15114	191	89	0.004*"elegance	0.004*"elegance	NUM
fcis-15114	191	90	"	"	PUNCT
fcis-15114	191	91	+	+	CCONJ
fcis-15114	191	92	0.004*"paid	0.004*"paid	NUM
fcis-15114	191	93	"	"	PUNCT
fcis-15114	191	94	+	+	CCONJ
fcis-15114	191	95	0.003*"tianjin	0.003*"tianjin	PROPN
fcis-15114	191	96	"	"	PUNCT
fcis-15114	191	97	+	+	CCONJ
fcis-15114	191	98	0.003*"worker	0.003*"worker	NUM
fcis-15114	191	99	's	's	PART
fcis-15114	191	100	compensation	compensation	NOUN
fcis-15114	191	101	insurance	insurance	NOUN
fcis-15114	191	102	"	"	PUNCT
fcis-15114	191	103	+	+	CCONJ
fcis-15114	191	104	0.003*"bereavement	0.003*"bereavement	NUM
fcis-15114	191	105	leave	leave	VERB
fcis-15114	191	106	"	"	PUNCT
fcis-15114	191	107	+	+	CCONJ
fcis-15114	191	108	0.003*"provident	0.003*"provident	NUM
fcis-15114	191	109	fund	fund	NOUN
fcis-15114	191	110	"	"	PUNCT
fcis-15114	191	111	3	3	NUM
fcis-15114	191	112	0.007	0.007	NUM
fcis-15114	191	113	*	*	PUNCT
fcis-15114	191	114	"	"	PUNCT
fcis-15114	191	115	management	management	NOUN
fcis-15114	191	116	"	"	PUNCT
fcis-15114	191	117	+	+	NOUN
fcis-15114	191	118	0.006	0.006	NUM
fcis-15114	191	119	*	*	NOUN
fcis-15114	191	120	"	"	PUNCT
fcis-15114	191	121	sales	sale	NOUN
fcis-15114	191	122	"	"	PUNCT
fcis-15114	191	123	+	+	NUM
fcis-15114	191	124	0.005	0.005	NUM
fcis-15114	191	125	*	*	NOUN
fcis-15114	191	126	"	"	PUNCT
fcis-15114	191	127	operations	operation	NOUN
fcis-15114	191	128	"	"	PUNCT
fcis-15114	191	129	+	+	CCONJ
fcis-15114	191	130	0.005	0.005	NUM
fcis-15114	191	131	*	*	PUNCT
fcis-15114	191	132	"	"	PUNCT
fcis-15114	191	133	operating	operate	VERB
fcis-15114	191	134	"	"	PUNCT
fcis-15114	191	135	+	+	CCONJ
fcis-15114	191	136	0.005	0.005	NUM
fcis-15114	191	137	*	*	NUM
fcis-15114	191	138	"	"	PUNCT
fcis-15114	191	139	markets	market	NOUN
fcis-15114	191	140	"	"	PUNCT
fcis-15114	191	141	+	+	CCONJ
fcis-15114	191	142	0.005	0.005	NUM
fcis-15114	191	143	*	*	NUM
fcis-15114	191	144	"	"	PUNCT
fcis-15114	191	145	programs	program	NOUN
fcis-15114	191	146	"	"	PUNCT
fcis-15114	191	147	+	+	CCONJ
fcis-15114	191	148	0.005	0.005	NUM
fcis-15114	191	149	*	*	NUM
fcis-15114	191	150	"	"	PUNCT
fcis-15114	191	151	projects	project	NOUN
fcis-15114	191	152	"	"	PUNCT
fcis-15114	191	153	+	+	CCONJ
fcis-15114	191	154	0.005	0.005	NUM
fcis-15114	191	155	*	*	PUNCT
fcis-15114	191	156	"	"	PUNCT
fcis-15114	191	157	sectors	sector	NOUN
fcis-15114	191	158	"	"	PUNCT
fcis-15114	191	159	+	+	NOUN
fcis-15114	191	160	0.004	0.004	NUM
fcis-15114	191	161	*	*	PUNCT
fcis-15114	191	162	"	"	PUNCT
fcis-15114	191	163	organizations	organization	NOUN
fcis-15114	191	164	"	"	PUNCT
fcis-15114	191	165	+	+	CCONJ
fcis-15114	191	166	0.004	0.004	NUM
fcis-15114	191	167	*	*	PUNCT
fcis-15114	191	168	"	"	PUNCT
fcis-15114	191	169	customers	customer	NOUN
fcis-15114	191	170	"	"	PUNCT
fcis-15114	191	171	+	+	CCONJ
fcis-15114	191	172	0.004	0.004	NUM
fcis-15114	191	173	*	*	PUNCT
fcis-15114	191	174	"	"	PUNCT
fcis-15114	191	175	enterprises	enterprise	NOUN
fcis-15114	191	176	"	"	PUNCT
fcis-15114	191	177	+	+	CCONJ
fcis-15114	191	178	0.004	0.004	NUM
fcis-15114	191	179	*	*	PUNCT
fcis-15114	191	180	"	"	PUNCT
fcis-15114	191	181	developing	develop	VERB
fcis-15114	191	182	"	"	PUNCT
fcis-15114	191	183	+	+	CCONJ
fcis-15114	191	184	0.004*"coordinate	0.004*"coordinate	NUM
fcis-15114	191	185	"	"	PUNCT
fcis-15114	191	186	+	+	NUM
fcis-15114	191	187	0.004*"operate	0.004*"operate	NUM
fcis-15114	191	188	"	"	PUNCT
fcis-15114	191	189	+	+	X
fcis-15114	191	190	0.004*"assist	0.004*"assist	NUM
fcis-15114	191	191	"	"	PUNCT
fcis-15114	191	192	+	+	CCONJ
fcis-15114	191	193	0.004*"responsible	0.004*"responsible	NOUN
fcis-15114	191	194	"	"	PUNCT
fcis-15114	191	195	+	+	CCONJ
fcis-15114	191	196	0.003*"train	0.003*"train	NOUN
fcis-15114	191	197	"	"	PUNCT
fcis-15114	191	198	+	+	CCONJ
fcis-15114	191	199	0.003*"regional	0.003*"regional	ADJ
fcis-15114	191	200	"	"	PUNCT
fcis-15114	191	201	+	+	CCONJ
fcis-15114	191	202	0.003*"target	0.003*"target	PROPN
fcis-15114	191	203	"	"	PUNCT
fcis-15114	191	204	+	+	CCONJ
fcis-15114	191	205	0.003*"team	0.003*"team	NUM
fcis-15114	191	206	"	"	PUNCT
fcis-15114	191	207	4	4	NUM
fcis-15114	191	208	0.011*"purchasing	0.011*"purchasing	NUM
fcis-15114	191	209	"	"	PUNCT
fcis-15114	191	210	+	+	CCONJ
fcis-15114	191	211	0.010*"warehouse	0.010*"warehouse	NOUN
fcis-15114	191	212	"	"	PUNCT
fcis-15114	191	213	+	+	NUM
fcis-15114	191	214	0.008*"order	0.008*"order	NUM
fcis-15114	191	215	"	"	PUNCT
fcis-15114	191	216	+	+	NUM
fcis-15114	191	217	0.008*"logistics	0.008*"logistic	NOUN
fcis-15114	191	218	"	"	PUNCT
fcis-15114	191	219	+	+	CCONJ
fcis-15114	191	220	0.008*"accounting	0.008*"accounte	VERB
fcis-15114	191	221	"	"	PUNCT
fcis-15114	191	222	+	+	ADJ
fcis-15114	191	223	0.008*"finance	0.008*"finance	NOUN
fcis-15114	191	224	"	"	PUNCT
fcis-15114	191	225	+	+	CCONJ
fcis-15114	191	226	0.007*"english	0.007*"english	NUM
fcis-15114	191	227	"	"	PUNCT
fcis-15114	191	228	+	+	NUM
fcis-15114	191	229	0.007*"amazon	0.007*"amazon	NOUN
fcis-15114	191	230	"	"	PUNCT
fcis-15114	191	231	+	+	CCONJ
fcis-15114	191	232	0.007*"vendor	0.007*"vendor	NUM
fcis-15114	191	233	"	"	PUNCT
fcis-15114	191	234	+	+	NUM
fcis-15114	191	235	0.006*"reconciliation	0.006*"reconciliation	NOUN
fcis-15114	191	236	"	"	PUNCT
fcis-15114	191	237	+	+	CCONJ
fcis-15114	191	238	0.006*"stock	0.006*"stock	VERB
fcis-15114	191	239	"	"	PUNCT
fcis-15114	191	240	+	+	NUM
fcis-15114	191	241	0.005	0.005	NUM
fcis-15114	191	242	*	*	NOUN
fcis-15114	191	243	"	"	PUNCT
fcis-15114	191	244	shipping	shipping	NOUN
fcis-15114	191	245	"	"	PUNCT
fcis-15114	191	246	+	+	CCONJ
fcis-15114	191	247	0.005*"amazon	0.005*"amazon	NUM
fcis-15114	191	248	"	"	PUNCT
fcis-15114	191	249	+	+	CCONJ
fcis-15114	191	250	0.005*"sizzling	0.005*"sizzle	VERB
fcis-15114	191	251	"	"	PUNCT
fcis-15114	191	252	+	+	NUM
fcis-15114	191	253	0.005*"goods	0.005*"goods	PROPN
fcis-15114	191	254	"	"	PUNCT
fcis-15114	191	255	+	+	CCONJ
fcis-15114	191	256	0.005*"after	0.005*"after	PROPN
fcis-15114	191	257	-	-	PUNCT
fcis-15114	191	258	sales	sale	NOUN
fcis-15114	191	259	"	"	PUNCT
fcis-15114	191	260	+	+	NOUN
fcis-15114	191	261	0.005*"office	0.005*"office	NOUN
fcis-15114	191	262	"	"	PUNCT
fcis-15114	191	263	+	+	CCONJ
fcis-15114	191	264	0.005*"proficient	0.005*"proficient	ADJ
fcis-15114	191	265	"	"	PUNCT
fcis-15114	191	266	+	+	NOUN
fcis-15114	191	267	0.004*"responding	0.004*"responde	VERB
fcis-15114	191	268	"	"	PUNCT
fcis-15114	191	269	+	+	NUM
fcis-15114	191	270	0.004*"stats	0.004*"stat	NOUN
fcis-15114	191	271	"	"	PUNCT
fcis-15114	191	272	5	5	NUM
fcis-15114	191	273	0.009*"customer	0.009*"customer	NUM
fcis-15114	191	274	"	"	PUNCT
fcis-15114	191	275	+	+	CCONJ
fcis-15114	191	276	0.007*"sales	0.007*"sales	PROPN
fcis-15114	191	277	"	"	PUNCT
fcis-15114	191	278	+	+	CCONJ
fcis-15114	191	279	0.006*"time	0.006*"time	NUM
fcis-15114	191	280	"	"	PUNCT
fcis-15114	191	281	+	+	NUM
fcis-15114	191	282	0.005*"benefits	0.005*"benefit	NOUN
fcis-15114	191	283	"	"	PUNCT
fcis-15114	191	284	+	+	NUM
fcis-15114	191	285	0.005*"commission	0.005*"commission	NOUN
fcis-15114	191	286	"	"	PUNCT
fcis-15114	192	1	+	+	CCONJ
fcis-15114	192	2	0.005*"base	0.005*"base	NUM
fcis-15114	192	3	salary	salary	NOUN
fcis-15114	192	4	"	"	PUNCT
fcis-15114	192	5	+	+	CCONJ
fcis-15114	192	6	0.005*"design	0.005*"design	NOUN
fcis-15114	192	7	"	"	PUNCT
fcis-15114	192	8	+	+	NUM
fcis-15114	192	9	0.004*"offer	0.004*"offer	NUM
fcis-15114	192	10	"	"	PUNCT
fcis-15114	192	11	+	+	CCONJ
fcis-15114	192	12	0.004*"call	0.004*"call	NOUN
fcis-15114	192	13	"	"	PUNCT
fcis-15114	192	14	+	+	CCONJ
fcis-15114	192	15	0.004*"advancement	0.004*"advancement	NUM
fcis-15114	192	16	"	"	PUNCT
fcis-15114	192	17	+	+	CCONJ
fcis-15114	192	18	0.004*"paid	0.004*"paid	NUM
fcis-15114	192	19	"	"	PUNCT
fcis-15114	192	20	+	+	CCONJ
fcis-15114	192	21	0.004*"dual	0.004*"dual	ADJ
fcis-15114	192	22	vacation	vacation	NOUN
fcis-15114	192	23	"	"	PUNCT
fcis-15114	192	24	+	+	CCONJ
fcis-15114	192	25	0.004*"salary	0.004*"salary	NUM
fcis-15114	192	26	"	"	PUNCT
fcis-15114	192	27	+	+	NUM
fcis-15114	192	28	0.004*"network	0.004*"network	NOUN
fcis-15114	192	29	"	"	PUNCT
fcis-15114	192	30	+	+	CCONJ
fcis-15114	192	31	0.004*"bonus	0.004*"bonus	NUM
fcis-15114	192	32	"	"	PUNCT
fcis-15114	192	33	+	+	NUM
fcis-15114	192	34	0.004*"insurance	0.004*"insurance	NUM
fcis-15114	192	35	"	"	PUNCT
fcis-15114	192	36	+	+	CCONJ
fcis-15114	192	37	0.004*"statutory	0.004*"statutory	NOUN
fcis-15114	192	38	"	"	PUNCT
fcis-15114	192	39	+	+	CCONJ
fcis-15114	192	40	0.004*"holiday	0.004*"holiday	NUM
fcis-15114	192	41	"	"	PUNCT
fcis-15114	192	42	+	+	NUM
fcis-15114	192	43	0.004*"treatment	0.004*"treatment	NOUN
fcis-15114	192	44	"	"	PUNCT
fcis-15114	192	45	+	+	CCONJ
fcis-15114	192	46	0.003*"software	0.003*"software	NUM
fcis-15114	192	47	"	"	PUNCT
fcis-15114	192	48	6	6	NUM
fcis-15114	192	49	.	.	X
fcis-15114	192	50	summary	summary	NOUN
fcis-15114	192	51	and	and	CCONJ
fcis-15114	192	52	outlook	outlook	VERB
fcis-15114	192	53	this	this	DET
fcis-15114	192	54	article	article	NOUN
fcis-15114	192	55	mainly	mainly	ADV
fcis-15114	192	56	analyzes	analyze	VERB
fcis-15114	192	57	the	the	DET
fcis-15114	192	58	demand	demand	NOUN
fcis-15114	192	59	for	for	ADP
fcis-15114	192	60	e	e	NOUN
fcis-15114	192	61	-	-	NOUN
fcis-15114	192	62	commerce	commerce	NOUN
fcis-15114	192	63	positions	position	NOUN
fcis-15114	192	64	,	,	PUNCT
fcis-15114	192	65	educational	educational	ADJ
fcis-15114	192	66	requirements	requirement	NOUN
fcis-15114	192	67	,	,	PUNCT
fcis-15114	192	68	work	work	NOUN
fcis-15114	192	69	experience	experience	NOUN
fcis-15114	192	70	requirements	requirement	NOUN
fcis-15114	192	71	,	,	PUNCT
fcis-15114	192	72	and	and	CCONJ
fcis-15114	192	73	salary	salary	NOUN
fcis-15114	192	74	conditions	condition	NOUN
fcis-15114	192	75	.	.	PUNCT
fcis-15114	193	1	the	the	DET
fcis-15114	193	2	results	result	NOUN
fcis-15114	193	3	showed	show	VERB
fcis-15114	193	4	that	that	SCONJ
fcis-15114	193	5	there	there	PRON
fcis-15114	193	6	was	be	VERB
fcis-15114	193	7	a	a	DET
fcis-15114	193	8	large	large	ADJ
fcis-15114	193	9	demand	demand	NOUN
fcis-15114	193	10	for	for	ADP
fcis-15114	193	11	e	e	NOUN
fcis-15114	193	12	-	-	NOUN
fcis-15114	193	13	commerce	commerce	NOUN
fcis-15114	193	14	jobs	job	NOUN
fcis-15114	193	15	in	in	ADP
fcis-15114	193	16	the	the	DET
fcis-15114	193	17	eastern	eastern	ADJ
fcis-15114	193	18	region	region	NOUN
fcis-15114	193	19	,	,	PUNCT
fcis-15114	193	20	while	while	SCONJ
fcis-15114	193	21	cities	city	NOUN
fcis-15114	193	22	in	in	ADP
fcis-15114	193	23	the	the	DET
fcis-15114	193	24	central	central	ADJ
fcis-15114	193	25	region	region	NOUN
fcis-15114	193	26	such	such	ADJ
fcis-15114	193	27	as	as	ADP
fcis-15114	193	28	sichuan	sichuan	PROPN
fcis-15114	193	29	,	,	PUNCT
fcis-15114	193	30	shaanxi	shaanxi	PROPN
fcis-15114	193	31	,	,	PUNCT
fcis-15114	193	32	hubei	hubei	PROPN
fcis-15114	193	33	,	,	PUNCT
fcis-15114	193	34	and	and	CCONJ
fcis-15114	193	35	henan	henan	PROPN
fcis-15114	193	36	also	also	ADV
fcis-15114	193	37	had	have	VERB
fcis-15114	193	38	a	a	DET
fcis-15114	193	39	large	large	ADJ
fcis-15114	193	40	demand	demand	NOUN
fcis-15114	193	41	for	for	ADP
fcis-15114	193	42	ecommerce	ecommerce	NOUN
fcis-15114	193	43	jobs	job	NOUN
fcis-15114	193	44	.	.	PUNCT
fcis-15114	194	1	in	in	ADP
fcis-15114	194	2	terms	term	NOUN
fcis-15114	194	3	of	of	ADP
fcis-15114	194	4	educational	educational	ADJ
fcis-15114	194	5	requirements	requirement	NOUN
fcis-15114	194	6	,	,	PUNCT
fcis-15114	194	7	a	a	DET
fcis-15114	194	8	college	college	NOUN
fcis-15114	194	9	degree	degree	NOUN
fcis-15114	194	10	is	be	AUX
fcis-15114	194	11	the	the	DET
fcis-15114	194	12	basic	basic	ADJ
fcis-15114	194	13	required	require	VERB
fcis-15114	194	14	educational	educational	ADJ
fcis-15114	194	15	background	background	NOUN
fcis-15114	194	16	,	,	PUNCT
fcis-15114	194	17	while	while	SCONJ
fcis-15114	194	18	the	the	DET
fcis-15114	194	19	number	number	NOUN
fcis-15114	194	20	of	of	ADP
fcis-15114	194	21	bachelor	bachelor	NOUN
fcis-15114	194	22	's	's	PART
fcis-15114	194	23	degrees	degree	NOUN
fcis-15114	194	24	and	and	CCONJ
fcis-15114	194	25	other	other	ADJ
fcis-15114	194	26	qualifications	qualification	NOUN
fcis-15114	194	27	is	be	AUX
fcis-15114	194	28	not	not	PART
fcis-15114	194	29	limited	limited	ADJ
fcis-15114	194	30	.	.	PUNCT
fcis-15114	195	1	in	in	ADP
fcis-15114	195	2	terms	term	NOUN
fcis-15114	195	3	of	of	ADP
fcis-15114	195	4	work	work	NOUN
fcis-15114	195	5	experience	experience	NOUN
fcis-15114	195	6	,	,	PUNCT
fcis-15114	195	7	experienced	experience	VERB
fcis-15114	195	8	job	job	NOUN
fcis-15114	195	9	seekers	seeker	NOUN
fcis-15114	195	10	are	be	AUX
fcis-15114	195	11	more	more	ADV
fcis-15114	195	12	likely	likely	ADJ
fcis-15114	195	13	to	to	PART
fcis-15114	195	14	be	be	AUX
fcis-15114	195	15	favored	favor	VERB
fcis-15114	195	16	by	by	ADP
fcis-15114	195	17	employers	employer	NOUN
fcis-15114	195	18	.	.	PUNCT
fcis-15114	196	1	in	in	ADP
fcis-15114	196	2	terms	term	NOUN
fcis-15114	196	3	of	of	ADP
fcis-15114	196	4	salary	salary	NOUN
fcis-15114	196	5	,	,	PUNCT
fcis-15114	196	6	this	this	DET
fcis-15114	196	7	article	article	NOUN
fcis-15114	196	8	found	find	VERB
fcis-15114	196	9	that	that	SCONJ
fcis-15114	196	10	the	the	DET
fcis-15114	196	11	salary	salary	NOUN
fcis-15114	196	12	of	of	ADP
fcis-15114	196	13	e	e	PROPN
fcis-15114	196	14	-	-	NOUN
fcis-15114	196	15	commerce	commerce	NOUN
fcis-15114	196	16	positions	position	NOUN
fcis-15114	196	17	depends	depend	VERB
fcis-15114	196	18	on	on	ADP
fcis-15114	196	19	the	the	DET
fcis-15114	196	20	level	level	NOUN
fcis-15114	196	21	of	of	ADP
fcis-15114	196	22	education	education	NOUN
fcis-15114	196	23	.	.	PUNCT
fcis-15114	197	1	in	in	ADP
fcis-15114	197	2	addition	addition	NOUN
fcis-15114	197	3	,	,	PUNCT
fcis-15114	197	4	the	the	DET
fcis-15114	197	5	peak	peak	NOUN
fcis-15114	197	6	salaries	salary	NOUN
fcis-15114	197	7	for	for	ADP
fcis-15114	197	8	all	all	DET
fcis-15114	197	9	four	four	NUM
fcis-15114	197	10	job	job	NOUN
fcis-15114	197	11	categories	category	NOUN
fcis-15114	197	12	are	be	AUX
fcis-15114	197	13	all	all	PRON
fcis-15114	197	14	located	locate	VERB
fcis-15114	197	15	in	in	ADP
fcis-15114	197	16	the	the	DET
fcis-15114	197	17	demand	demand	NOUN
fcis-15114	197	18	for	for	ADP
fcis-15114	197	19	jobs	job	NOUN
fcis-15114	197	20	with	with	ADP
fcis-15114	197	21	"	"	PUNCT
fcis-15114	197	22	more	more	ADJ
fcis-15114	197	23	than	than	ADP
fcis-15114	197	24	10	10	NUM
fcis-15114	197	25	years	year	NOUN
fcis-15114	197	26	of	of	ADP
fcis-15114	197	27	experience	experience	NOUN
fcis-15114	197	28	"	"	PUNCT
fcis-15114	197	29	,	,	PUNCT
fcis-15114	197	30	and	and	CCONJ
fcis-15114	197	31	the	the	DET
fcis-15114	197	32	salary	salary	NOUN
fcis-15114	197	33	will	will	AUX
fcis-15114	197	34	continue	continue	VERB
fcis-15114	197	35	to	to	PART
fcis-15114	197	36	increase	increase	VERB
fcis-15114	197	37	as	as	ADP
fcis-15114	197	38	the	the	DET
fcis-15114	197	39	working	work	VERB
fcis-15114	197	40	age	age	NOUN
fcis-15114	197	41	increases	increase	NOUN
fcis-15114	197	42	.	.	PUNCT
fcis-15114	198	1	therefore	therefore	ADV
fcis-15114	198	2	,	,	PUNCT
fcis-15114	198	3	job	job	NOUN
fcis-15114	198	4	seekers	seeker	NOUN
fcis-15114	198	5	should	should	AUX
fcis-15114	198	6	choose	choose	VERB
fcis-15114	198	7	a	a	DET
fcis-15114	198	8	position	position	NOUN
fcis-15114	198	9	and	and	CCONJ
fcis-15114	198	10	development	development	NOUN
fcis-15114	198	11	direction	direction	NOUN
fcis-15114	198	12	that	that	PRON
fcis-15114	198	13	suits	suit	VERB
fcis-15114	198	14	them	they	PRON
fcis-15114	198	15	based	base	VERB
fcis-15114	198	16	on	on	ADP
fcis-15114	198	17	their	their	PRON
fcis-15114	198	18	own	own	ADJ
fcis-15114	198	19	situation	situation	NOUN
fcis-15114	198	20	,	,	PUNCT
fcis-15114	198	21	and	and	CCONJ
fcis-15114	198	22	improve	improve	VERB
fcis-15114	198	23	their	their	PRON
fcis-15114	198	24	competitiveness	competitiveness	NOUN
fcis-15114	198	25	by	by	ADP
fcis-15114	198	26	constantly	constantly	ADV
fcis-15114	198	27	enhancing	enhance	VERB
fcis-15114	198	28	their	their	PRON
fcis-15114	198	29	sales	sale	NOUN
fcis-15114	198	30	,	,	PUNCT
fcis-15114	198	31	operations	operation	NOUN
fcis-15114	198	32	,	,	PUNCT
fcis-15114	198	33	promotion	promotion	NOUN
fcis-15114	198	34	,	,	PUNCT
fcis-15114	198	35	and	and	CCONJ
fcis-15114	198	36	other	other	ADJ
fcis-15114	198	37	abilities	ability	NOUN
fcis-15114	198	38	.	.	PUNCT
fcis-15114	199	1	in	in	ADP
fcis-15114	199	2	the	the	DET
fcis-15114	199	3	future	future	NOUN
fcis-15114	199	4	,	,	PUNCT
fcis-15114	199	5	we	we	PRON
fcis-15114	199	6	can	can	AUX
fcis-15114	199	7	further	far	ADV
fcis-15114	199	8	explore	explore	VERB
fcis-15114	199	9	the	the	DET
fcis-15114	199	10	demand	demand	NOUN
fcis-15114	199	11	for	for	ADP
fcis-15114	199	12	professional	professional	ADJ
fcis-15114	199	13	talents	talent	NOUN
fcis-15114	199	14	in	in	ADP
fcis-15114	199	15	different	different	ADJ
fcis-15114	199	16	types	type	NOUN
fcis-15114	199	17	of	of	ADP
fcis-15114	199	18	e	e	NOUN
fcis-15114	199	19	-	-	NOUN
fcis-15114	199	20	commerce	commerce	NOUN
fcis-15114	199	21	enterprises	enterprise	NOUN
fcis-15114	199	22	within	within	ADP
fcis-15114	199	23	the	the	DET
fcis-15114	199	24	industry	industry	NOUN
fcis-15114	199	25	and	and	CCONJ
fcis-15114	199	26	provide	provide	VERB
fcis-15114	199	27	more	more	ADV
fcis-15114	199	28	effective	effective	ADJ
fcis-15114	199	29	support	support	NOUN
fcis-15114	199	30	for	for	ADP
fcis-15114	199	31	e	e	NOUN
fcis-15114	199	32	-	-	NOUN
fcis-15114	199	33	commerce	commerce	NOUN
fcis-15114	199	34	industry	industry	NOUN
fcis-15114	199	35	recruitment	recruitment	NOUN
fcis-15114	199	36	by	by	ADP
fcis-15114	199	37	combining	combine	VERB
fcis-15114	199	38	them	they	PRON
fcis-15114	199	39	with	with	ADP
fcis-15114	199	40	actual	actual	ADJ
fcis-15114	199	41	situations	situation	NOUN
fcis-15114	199	42	to	to	PART
fcis-15114	199	43	put	put	VERB
fcis-15114	199	44	forward	forward	ADV
fcis-15114	199	45	corresponding	corresponding	ADJ
fcis-15114	199	46	suggestions	suggestion	NOUN
fcis-15114	199	47	.	.	PUNCT
fcis-15114	200	1	for	for	ADP
fcis-15114	200	2	example	example	NOUN
fcis-15114	200	3	,	,	PUNCT
fcis-15114	200	4	we	we	PRON
fcis-15114	200	5	can	can	AUX
fcis-15114	200	6	analyze	analyze	VERB
fcis-15114	200	7	different	different	ADJ
fcis-15114	200	8	types	type	NOUN
fcis-15114	200	9	of	of	ADP
fcis-15114	200	10	e	e	NOUN
fcis-15114	200	11	-	-	NOUN
fcis-15114	200	12	commerce	commerce	NOUN
fcis-15114	200	13	enterprises	enterprise	NOUN
fcis-15114	200	14	(	(	PUNCT
fcis-15114	200	15	such	such	ADJ
fcis-15114	200	16	as	as	ADP
fcis-15114	200	17	b2b	b2b	NOUN
fcis-15114	200	18	,	,	PUNCT
fcis-15114	200	19	b2c	b2c	NOUN
fcis-15114	200	20	)	)	PUNCT
fcis-15114	200	21	to	to	PART
fcis-15114	200	22	understand	understand	VERB
fcis-15114	200	23	their	their	PRON
fcis-15114	200	24	similarities	similarity	NOUN
fcis-15114	200	25	and	and	CCONJ
fcis-15114	200	26	differences	difference	NOUN
fcis-15114	200	27	in	in	ADP
fcis-15114	200	28	professional	professional	ADJ
fcis-15114	200	29	talent	talent	NOUN
fcis-15114	200	30	demand	demand	NOUN
fcis-15114	200	31	.	.	PUNCT
fcis-15114	201	1	at	at	ADP
fcis-15114	201	2	the	the	DET
fcis-15114	201	3	same	same	ADJ
fcis-15114	201	4	time	time	NOUN
fcis-15114	201	5	,	,	PUNCT
fcis-15114	201	6	we	we	PRON
fcis-15114	201	7	can	can	AUX
fcis-15114	201	8	also	also	ADV
fcis-15114	201	9	compare	compare	VERB
fcis-15114	201	10	the	the	DET
fcis-15114	201	11	professional	professional	ADJ
fcis-15114	201	12	talent	talent	NOUN
fcis-15114	201	13	demand	demand	NOUN
fcis-15114	201	14	in	in	ADP
fcis-15114	201	15	this	this	DET
fcis-15114	201	16	industry	industry	NOUN
fcis-15114	201	17	with	with	ADP
fcis-15114	201	18	the	the	DET
fcis-15114	201	19	actual	actual	ADJ
fcis-15114	201	20	supply	supply	NOUN
fcis-15114	201	21	situation	situation	NOUN
fcis-15114	201	22	to	to	PART
fcis-15114	201	23	explore	explore	VERB
fcis-15114	201	24	the	the	DET
fcis-15114	201	25	reasons	reason	NOUN
fcis-15114	201	26	for	for	ADP
fcis-15114	201	27	the	the	DET
fcis-15114	201	28	contradiction	contradiction	NOUN
fcis-15114	201	29	between	between	ADP
fcis-15114	201	30	supply	supply	NOUN
fcis-15114	201	31	and	and	CCONJ
fcis-15114	201	32	demand	demand	NOUN
fcis-15114	201	33	and	and	CCONJ
fcis-15114	201	34	structural	structural	ADJ
fcis-15114	201	35	imbalances	imbalance	NOUN
fcis-15114	201	36	,	,	PUNCT
fcis-15114	201	37	and	and	CCONJ
fcis-15114	201	38	put	put	VERB
fcis-15114	201	39	forward	forward	ADV
fcis-15114	201	40	corresponding	correspond	VERB
fcis-15114	201	41	policy	policy	NOUN
fcis-15114	201	42	recommendations	recommendation	NOUN
fcis-15114	201	43	to	to	PART
fcis-15114	201	44	provide	provide	VERB
fcis-15114	201	45	more	more	ADV
fcis-15114	201	46	powerful	powerful	ADJ
fcis-15114	201	47	support	support	NOUN
fcis-15114	201	48	for	for	ADP
fcis-15114	201	49	the	the	DET
fcis-15114	201	50	development	development	NOUN
fcis-15114	201	51	of	of	ADP
fcis-15114	201	52	the	the	DET
fcis-15114	201	53	ecommerce	ecommerce	NOUN
fcis-15114	201	54	industry	industry	NOUN
fcis-15114	201	55	.	.	PUNCT
fcis-15114	202	1	references	reference	NOUN
fcis-15114	202	2	[	[	X
fcis-15114	202	3	1	1	NUM
fcis-15114	202	4	]	]	PUNCT
fcis-15114	202	5	fernandez	fernandez	PROPN
fcis-15114	202	6	r	r	PROPN
fcis-15114	202	7	m	m	PROPN
fcis-15114	202	8	,	,	PUNCT
fcis-15114	202	9	rubineau	rubineau	PROPN
fcis-15114	202	10	b.	b.	PROPN
fcis-15114	202	11	network	network	PROPN
fcis-15114	202	12	recruitment	recruitment	NOUN
fcis-15114	202	13	and	and	CCONJ
fcis-15114	202	14	the	the	DET
fcis-15114	202	15	glass	glass	NOUN
fcis-15114	202	16	ceiling	ceiling	NOUN
fcis-15114	202	17	:	:	PUNCT
fcis-15114	202	18	evidence	evidence	NOUN
fcis-15114	202	19	from	from	ADP
fcis-15114	202	20	two	two	NUM
fcis-15114	202	21	firms[j	firms[j	NOUN
fcis-15114	202	22	]	]	PUNCT
fcis-15114	202	23	.	.	PUNCT
fcis-15114	203	1	rsf	rsf	PROPN
fcis-15114	203	2	:	:	PUNCT
fcis-15114	203	3	the	the	DET
fcis-15114	203	4	russell	russell	PROPN
fcis-15114	203	5	sage	sage	PROPN
fcis-15114	203	6	foundation	foundation	PROPN
fcis-15114	203	7	journal	journal	PROPN
fcis-15114	203	8	of	of	ADP
fcis-15114	203	9	the	the	DET
fcis-15114	203	10	social	social	ADJ
fcis-15114	203	11	sciences	science	NOUN
fcis-15114	203	12	,	,	PUNCT
fcis-15114	203	13	2019	2019	NUM
fcis-15114	203	14	,	,	PUNCT
fcis-15114	203	15	5(3	5(3	NUM
fcis-15114	203	16	):	):	PUNCT
fcis-15114	203	17	88102	88102	NUM
fcis-15114	203	18	.	.	PUNCT
fcis-15114	204	1	[	[	X
fcis-15114	204	2	2	2	NUM
fcis-15114	204	3	]	]	X
fcis-15114	204	4	fellnhofer	fellnhofer	PROPN
fcis-15114	204	5	k.	k.	PROPN
fcis-15114	204	6	visualised	visualise	VERB
fcis-15114	204	7	bibliometric	bibliometric	ADJ
fcis-15114	204	8	mapping	mapping	NOUN
fcis-15114	204	9	on	on	ADP
fcis-15114	204	10	smart	smart	ADJ
fcis-15114	204	11	specialisation	specialisation	NOUN
fcis-15114	204	12	:	:	PUNCT
fcis-15114	204	13	a	a	DET
fcis-15114	204	14	co	co	NOUN
fcis-15114	204	15	-	-	NOUN
fcis-15114	204	16	citation	citation	NOUN
fcis-15114	204	17	analysis[j	analysis[j	PROPN
fcis-15114	204	18	]	]	PUNCT
fcis-15114	204	19	.	.	PUNCT
fcis-15114	205	1	international	international	ADJ
fcis-15114	205	2	journal	journal	PROPN
fcis-15114	205	3	of	of	ADP
fcis-15114	205	4	knowledge	knowledge	NOUN
fcis-15114	205	5	-	-	PUNCT
fcis-15114	205	6	based	base	VERB
fcis-15114	205	7	development	development	NOUN
fcis-15114	205	8	,	,	PUNCT
fcis-15114	205	9	2018	2018	NUM
fcis-15114	205	10	,	,	PUNCT
fcis-15114	205	11	9(1	9(1	NUM
fcis-15114	205	12	):	):	PUNCT
fcis-15114	205	13	76	76	NUM
fcis-15114	205	14	-	-	SYM
fcis-15114	205	15	99	99	NUM
fcis-15114	205	16	.	.	PUNCT
fcis-15114	206	1	[	[	X
fcis-15114	206	2	3	3	X
fcis-15114	206	3	]	]	X
fcis-15114	206	4	glänzel	glänzel	PROPN
fcis-15114	206	5	w	w	PROPN
fcis-15114	206	6	,	,	PUNCT
fcis-15114	206	7	debackere	debackere	VERB
fcis-15114	206	8	k.	k.	PROPN
fcis-15114	206	9	various	various	ADJ
fcis-15114	206	10	aspects	aspect	NOUN
fcis-15114	206	11	of	of	ADP
fcis-15114	206	12	interdisciplinarity	interdisciplinarity	NOUN
fcis-15114	206	13	in	in	ADP
fcis-15114	206	14	research	research	NOUN
fcis-15114	206	15	and	and	CCONJ
fcis-15114	206	16	how	how	SCONJ
fcis-15114	206	17	to	to	PART
fcis-15114	206	18	quantify	quantify	VERB
fcis-15114	206	19	and	and	CCONJ
fcis-15114	206	20	measure	measure	NOUN
fcis-15114	206	21	those[j	those[j	NOUN
fcis-15114	206	22	]	]	PUNCT
fcis-15114	206	23	.	.	PUNCT
fcis-15114	207	1	scientometrics	scientometric	NOUN
fcis-15114	207	2	,	,	PUNCT
fcis-15114	207	3	2022	2022	NUM
fcis-15114	207	4	,	,	PUNCT
fcis-15114	207	5	127(9	127(9	NUM
fcis-15114	207	6	):	):	PUNCT
fcis-15114	207	7	5551	5551	NUM
fcis-15114	207	8	-	-	SYM
fcis-15114	207	9	5569	5569	NUM
fcis-15114	207	10	.	.	PUNCT
fcis-15114	208	1	[	[	X
fcis-15114	208	2	4	4	NUM
fcis-15114	208	3	]	]	PUNCT
fcis-15114	208	4	wei	wei	PROPN
fcis-15114	208	5	j	j	PROPN
fcis-15114	208	6	,	,	PUNCT
fcis-15114	208	7	xu	xu	PROPN
fcis-15114	208	8	y.	y.	PROPN
fcis-15114	209	1	the	the	DET
fcis-15114	209	2	application	application	NOUN
fcis-15114	209	3	of	of	ADP
fcis-15114	209	4	lda	lda	PROPN
fcis-15114	209	5	model	model	NOUN
fcis-15114	209	6	in	in	ADP
fcis-15114	209	7	the	the	DET
fcis-15114	209	8	analysis	analysis	NOUN
fcis-15114	209	9	of	of	ADP
fcis-15114	209	10	job	job	NOUN
fcis-15114	209	11	talent	talent	NOUN
fcis-15114	209	12	demand	demand	NOUN
fcis-15114	209	13	under	under	ADP
fcis-15114	209	14	big	big	ADJ
fcis-15114	209	15	data	datum	NOUN
fcis-15114	209	16	technology[c]//2022	technology[c]//2022	X
fcis-15114	209	17	international	international	ADJ
fcis-15114	209	18	conference	conference	NOUN
fcis-15114	209	19	on	on	ADP
fcis-15114	209	20	artificial	artificial	ADJ
fcis-15114	209	21	intelligence	intelligence	NOUN
fcis-15114	209	22	in	in	ADP
fcis-15114	209	23	everything	everything	PRON
fcis-15114	209	24	(	(	PUNCT
fcis-15114	209	25	aie	aie	PROPN
fcis-15114	209	26	)	)	PUNCT
fcis-15114	209	27	.	.	PUNCT
fcis-15114	210	1	ieee	ieee	NOUN
fcis-15114	210	2	,	,	PUNCT
fcis-15114	210	3	2022	2022	NUM
fcis-15114	210	4	:	:	PUNCT
fcis-15114	210	5	301	301	NUM
fcis-15114	210	6	-	-	SYM
fcis-15114	210	7	305	305	NUM
fcis-15114	210	8	.	.	PUNCT
fcis-15114	211	1	[	[	X
fcis-15114	211	2	5	5	NUM
fcis-15114	211	3	]	]	PUNCT
fcis-15114	211	4	mete	mete	PROPN
fcis-15114	211	5	m	m	PROPN
fcis-15114	211	6	,	,	PUNCT
fcis-15114	211	7	yuruk	yuruk	PROPN
fcis-15114	211	8	n	n	CCONJ
fcis-15114	211	9	,	,	PUNCT
fcis-15114	211	10	xu	xu	PROPN
fcis-15114	211	11	x	x	PROPN
fcis-15114	211	12	,	,	PUNCT
fcis-15114	211	13	et	et	PROPN
fcis-15114	211	14	al	al	PROPN
fcis-15114	211	15	.	.	PUNCT
fcis-15114	211	16	knowledge	knowledge	PROPN
fcis-15114	211	17	discovery	discovery	PROPN
fcis-15114	211	18	in	in	ADP
fcis-15114	211	19	textual	textual	ADJ
fcis-15114	211	20	databases	database	NOUN
fcis-15114	211	21	:	:	PUNCT
fcis-15114	211	22	a	a	DET
fcis-15114	211	23	concept	concept	NOUN
fcis-15114	211	24	-	-	PUNCT
fcis-15114	211	25	association	association	NOUN
fcis-15114	211	26	mining	mining	NOUN
fcis-15114	211	27	approach[j	approach[j	PROPN
fcis-15114	211	28	]	]	PUNCT
fcis-15114	211	29	.	.	PUNCT
fcis-15114	212	1	data	datum	NOUN
fcis-15114	212	2	engineering	engineering	NOUN
fcis-15114	212	3	:	:	PUNCT
fcis-15114	212	4	mining	mining	NOUN
fcis-15114	212	5	,	,	PUNCT
fcis-15114	212	6	information	information	NOUN
fcis-15114	212	7	and	and	CCONJ
fcis-15114	212	8	intelligence	intelligence	NOUN
fcis-15114	212	9	,	,	PUNCT
fcis-15114	212	10	2010	2010	NUM
fcis-15114	212	11	:	:	PUNCT
fcis-15114	212	12	225243	225243	NUM
fcis-15114	212	13	.	.	PUNCT
fcis-15114	213	1	[	[	X
fcis-15114	213	2	6	6	NUM
fcis-15114	213	3	]	]	PUNCT
fcis-15114	213	4	xu	xu	X
fcis-15114	213	5	haiping	haipe	VERB
fcis-15114	213	6	et	et	PROPN
fcis-15114	213	7	al	al	PROPN
fcis-15114	213	8	.	.	PUNCT
fcis-15114	213	9	evaluating	evaluate	VERB
fcis-15114	213	10	online	online	ADJ
fcis-15114	213	11	products	product	NOUN
fcis-15114	213	12	using	use	VERB
fcis-15114	213	13	text	text	NOUN
fcis-15114	213	14	mining	mining	NOUN
fcis-15114	213	15	:	:	PUNCT
fcis-15114	213	16	a	a	DET
fcis-15114	213	17	reliable	reliable	ADJ
fcis-15114	213	18	evidence	evidence	NOUN
fcis-15114	213	19	-	-	PUNCT
fcis-15114	213	20	based	base	VERB
fcis-15114	213	21	approach[j	approach[j	NOUN
fcis-15114	213	22	]	]	X
fcis-15114	213	23	.	.	PUNCT
fcis-15114	214	1	international	international	ADJ
fcis-15114	214	2	journal	journal	PROPN
fcis-15114	214	3	of	of	ADP
fcis-15114	214	4	semantic	semantic	ADJ
fcis-15114	214	5	computing	computing	NOUN
fcis-15114	214	6	,	,	PUNCT
fcis-15114	214	7	2022	2022	NUM
fcis-15114	214	8	,	,	PUNCT
fcis-15114	214	9	16(04	16(04	NUM
fcis-15114	214	10	)	)	PUNCT
fcis-15114	214	11	.	.	PUNCT
fcis-15114	215	1	[	[	X
fcis-15114	215	2	7	7	NUM
fcis-15114	215	3	]	]	X
fcis-15114	215	4	cavique	cavique	ADJ
fcis-15114	215	5	mariana	mariana	PROPN
fcis-15114	215	6	et	et	PROPN
fcis-15114	215	7	al	al	PROPN
fcis-15114	215	8	.	.	PROPN
fcis-15114	216	1	examining	examine	VERB
fcis-15114	216	2	airbnb	airbnb	PROPN
fcis-15114	216	3	guest	guest	NOUN
fcis-15114	216	4	satisfaction	satisfaction	NOUN
fcis-15114	216	5	tendencies	tendency	NOUN
fcis-15114	216	6	:	:	PUNCT
fcis-15114	216	7	a	a	DET
fcis-15114	216	8	text	text	NOUN
fcis-15114	216	9	mining	mining	NOUN
fcis-15114	216	10	approach[j	approach[j	PROPN
fcis-15114	216	11	]	]	PUNCT
fcis-15114	216	12	.	.	PUNCT
fcis-15114	217	1	current	current	ADJ
fcis-15114	217	2	issues	issue	NOUN
fcis-15114	217	3	in	in	ADP
fcis-15114	217	4	tourism	tourism	NOUN
fcis-15114	217	5	,	,	PUNCT
fcis-15114	217	6	2022	2022	NUM
fcis-15114	217	7	,	,	PUNCT
fcis-15114	217	8	25(22	25(22	NUM
fcis-15114	217	9	):	):	PUNCT
fcis-15114	217	10	3607	3607	NUM
fcis-15114	217	11	-	-	SYM
fcis-15114	217	12	3622	3622	NUM
fcis-15114	217	13	.	.	PUNCT
fcis-15114	218	1	[	[	X
fcis-15114	218	2	8	8	X
fcis-15114	218	3	]	]	X
fcis-15114	218	4	spreafico	spreafico	NOUN
fcis-15114	218	5	c	c	NOUN
fcis-15114	218	6	,	,	PUNCT
fcis-15114	218	7	spreafico	spreafico	ADJ
fcis-15114	218	8	m.	m.	NOUN
fcis-15114	218	9	using	use	VERB
fcis-15114	218	10	text	text	NOUN
fcis-15114	218	11	mining	mining	NOUN
fcis-15114	218	12	to	to	PART
fcis-15114	218	13	retrieve	retrieve	VERB
fcis-15114	218	14	information	information	NOUN
fcis-15114	218	15	about	about	ADP
fcis-15114	218	16	circular	circular	ADJ
fcis-15114	218	17	economy[j	economy[j	NOUN
fcis-15114	218	18	]	]	PUNCT
fcis-15114	218	19	.	.	PUNCT
fcis-15114	219	1	computers	computer	NOUN
fcis-15114	219	2	in	in	ADP
fcis-15114	219	3	industry	industry	NOUN
fcis-15114	219	4	,	,	PUNCT
fcis-15114	219	5	2021	2021	NUM
fcis-15114	219	6	,	,	PUNCT
fcis-15114	219	7	132	132	NUM
fcis-15114	219	8	:	:	SYM
fcis-15114	219	9	103525	103525	NUM
fcis-15114	219	10	.	.	PUNCT
fcis-15114	220	1	47	47	NUM
fcis-15114	221	1	[	[	SYM
fcis-15114	221	2	9	9	NUM
fcis-15114	221	3	]	]	PUNCT
fcis-15114	221	4	orea	orea	PROPN
fcis-15114	221	5	-	-	PUNCT
fcis-15114	221	6	giner	giner	NOUN
fcis-15114	221	7	a	a	PRON
fcis-15114	221	8	,	,	PUNCT
fcis-15114	221	9	fuentes	fuentes	PROPN
fcis-15114	221	10	-	-	PUNCT
fcis-15114	221	11	moraleda	moraleda	PROPN
fcis-15114	221	12	l	l	NOUN
fcis-15114	221	13	,	,	PUNCT
fcis-15114	221	14	villacé	villacé	NOUN
fcis-15114	221	15	-	-	PUNCT
fcis-15114	221	16	molinero	molinero	PROPN
fcis-15114	221	17	t	t	PROPN
fcis-15114	221	18	,	,	PUNCT
fcis-15114	221	19	et	et	PROPN
fcis-15114	221	20	al	al	PROPN
fcis-15114	221	21	.	.	PROPN
fcis-15114	221	22	does	do	AUX
fcis-15114	221	23	the	the	DET
fcis-15114	221	24	implementation	implementation	NOUN
fcis-15114	221	25	of	of	ADP
fcis-15114	221	26	robots	robot	NOUN
fcis-15114	221	27	in	in	ADP
fcis-15114	221	28	hotels	hotel	NOUN
fcis-15114	221	29	influence	influence	VERB
fcis-15114	221	30	the	the	DET
fcis-15114	221	31	overall	overall	ADJ
fcis-15114	221	32	tripadvisor	tripadvisor	NOUN
fcis-15114	221	33	rating	rating	NOUN
fcis-15114	221	34	?	?	PUNCT
fcis-15114	222	1	a	a	DET
fcis-15114	222	2	text	text	NOUN
fcis-15114	222	3	mining	mining	NOUN
fcis-15114	222	4	analysis	analysis	NOUN
fcis-15114	222	5	from	from	ADP
fcis-15114	222	6	the	the	DET
fcis-15114	222	7	industry	industry	NOUN
fcis-15114	222	8	5.0	5.0	NUM
fcis-15114	222	9	approach[j	approach[j	NOUN
fcis-15114	222	10	]	]	X
fcis-15114	222	11	.	.	PUNCT
fcis-15114	223	1	tourism	tourism	NOUN
fcis-15114	223	2	management	management	NOUN
fcis-15114	223	3	,	,	PUNCT
fcis-15114	223	4	2022	2022	NUM
fcis-15114	223	5	,	,	PUNCT
fcis-15114	223	6	93	93	NUM
fcis-15114	223	7	:	:	SYM
fcis-15114	223	8	104586	104586	NUM
fcis-15114	223	9	.	.	PUNCT
fcis-15114	224	1	[	[	X
fcis-15114	224	2	10	10	NUM
fcis-15114	224	3	]	]	X
fcis-15114	224	4	manikandan	manikandan	PROPN
fcis-15114	224	5	s	s	PROPN
fcis-15114	224	6	,	,	PUNCT
fcis-15114	224	7	misra	misra	PROPN
fcis-15114	224	8	s	s	PART
fcis-15114	224	9	,	,	PUNCT
fcis-15114	224	10	mccalla	mccalla	NOUN
fcis-15114	224	11	s.	s.	PROPN
fcis-15114	224	12	drug	drug	PROPN
fcis-15114	224	13	repositioning	reposition	VERB
fcis-15114	224	14	ketamine	ketamine	PROPN
fcis-15114	224	15	as	as	ADP
fcis-15114	224	16	a	a	DET
fcis-15114	224	17	new	new	ADJ
fcis-15114	224	18	treatment	treatment	NOUN
fcis-15114	224	19	for	for	ADP
fcis-15114	224	20	bipolar	bipolar	ADJ
fcis-15114	224	21	disorder	disorder	NOUN
fcis-15114	224	22	using	use	VERB
fcis-15114	224	23	text	text	NOUN
fcis-15114	224	24	mining[j	mining[j	NOUN
fcis-15114	224	25	]	]	PUNCT
fcis-15114	224	26	.	.	PUNCT
fcis-15114	225	1	biochem	biochem	PROPN
fcis-15114	225	2	,	,	PUNCT
fcis-15114	225	3	2021	2021	NUM
fcis-15114	225	4	,	,	PUNCT
fcis-15114	225	5	2(1	2(1	NUM
fcis-15114	225	6	):	):	PUNCT
fcis-15114	225	7	1	1	NUM
fcis-15114	225	8	-	-	SYM
fcis-15114	225	9	7	7	NUM
fcis-15114	225	10	.	.	PUNCT
fcis-15114	226	1	[	[	X
fcis-15114	226	2	11	11	NUM
fcis-15114	226	3	]	]	X
fcis-15114	226	4	waghmare	waghmare	ADJ
fcis-15114	226	5	p.	p.	NOUN
fcis-15114	226	6	text	text	NOUN
fcis-15114	226	7	mining	mining	NOUN
fcis-15114	226	8	and	and	CCONJ
fcis-15114	226	9	word	word	NOUN
fcis-15114	226	10	cloud	cloud	ADJ
fcis-15114	226	11	analysis	analysis	NOUN
fcis-15114	226	12	of	of	ADP
fcis-15114	226	13	the	the	DET
fcis-15114	226	14	articles	article	NOUN
fcis-15114	226	15	published	publish	VERB
fcis-15114	226	16	in	in	ADP
fcis-15114	226	17	selected	select	VERB
fcis-15114	226	18	library	library	NOUN
fcis-15114	226	19	and	and	CCONJ
fcis-15114	226	20	information	information	NOUN
fcis-15114	226	21	science	science	NOUN
fcis-15114	226	22	journals	journal	NOUN
fcis-15114	226	23	over	over	ADP
fcis-15114	226	24	the	the	DET
fcis-15114	226	25	past	past	ADJ
fcis-15114	226	26	decade[j	decade[j	PROPN
fcis-15114	226	27	]	]	PUNCT
fcis-15114	226	28	.	.	PUNCT
fcis-15114	227	1	international	international	ADJ
fcis-15114	227	2	journal	journal	PROPN
fcis-15114	227	3	of	of	ADP
fcis-15114	227	4	information	information	NOUN
fcis-15114	227	5	dissemination	dissemination	NOUN
fcis-15114	227	6	&	&	CCONJ
fcis-15114	227	7	technology	technology	NOUN
fcis-15114	227	8	,	,	PUNCT
fcis-15114	227	9	2021	2021	NUM
fcis-15114	227	10	,	,	PUNCT
fcis-15114	227	11	11(3	11(3	NUM
fcis-15114	227	12	)	)	PUNCT
fcis-15114	227	13	.	.	PUNCT
fcis-15114	228	1	[	[	X
fcis-15114	228	2	12	12	NUM
fcis-15114	228	3	]	]	X
fcis-15114	228	4	li	li	PROPN
fcis-15114	228	5	s	s	PROPN
fcis-15114	228	6	,	,	PUNCT
fcis-15114	228	7	you	you	PRON
fcis-15114	228	8	m	m	PROPN
fcis-15114	228	9	,	,	PUNCT
fcis-15114	228	10	li	li	PROPN
fcis-15114	228	11	d	d	PROPN
fcis-15114	228	12	,	,	PUNCT
fcis-15114	228	13	et	et	PROPN
fcis-15114	228	14	al	al	PROPN
fcis-15114	228	15	.	.	PUNCT
fcis-15114	228	16	identifying	identify	VERB
fcis-15114	228	17	coal	coal	NOUN
fcis-15114	228	18	mine	mine	NOUN
fcis-15114	228	19	safety	safety	NOUN
fcis-15114	228	20	production	production	NOUN
fcis-15114	228	21	risk	risk	NOUN
fcis-15114	228	22	factors	factor	NOUN
fcis-15114	228	23	by	by	ADP
fcis-15114	228	24	employing	employ	VERB
fcis-15114	228	25	text	text	NOUN
fcis-15114	228	26	mining	mining	NOUN
fcis-15114	228	27	and	and	CCONJ
fcis-15114	228	28	bayesian	bayesian	NOUN
fcis-15114	228	29	network	network	NOUN
fcis-15114	228	30	techniques[j	techniques[j	PROPN
fcis-15114	228	31	]	]	PUNCT
fcis-15114	228	32	.	.	PUNCT
fcis-15114	229	1	process	process	NOUN
fcis-15114	229	2	safety	safety	NOUN
fcis-15114	229	3	and	and	CCONJ
fcis-15114	229	4	environmental	environmental	ADJ
fcis-15114	229	5	protection	protection	NOUN
fcis-15114	229	6	,	,	PUNCT
fcis-15114	229	7	2022	2022	NUM
fcis-15114	229	8	,	,	PUNCT
fcis-15114	229	9	162	162	NUM
fcis-15114	229	10	:	:	PUNCT
fcis-15114	229	11	1067	1067	NUM
fcis-15114	229	12	-	-	SYM
fcis-15114	229	13	1081	1081	NUM
fcis-15114	229	14	.	.	PUNCT
fcis-15114	230	1	[	[	X
fcis-15114	230	2	13	13	NUM
fcis-15114	230	3	]	]	PUNCT
fcis-15114	230	4	xu	xu	PROPN
fcis-15114	230	5	h	h	PROPN
fcis-15114	230	6	,	,	PUNCT
fcis-15114	230	7	liu	liu	PROPN
fcis-15114	230	8	y	y	PROPN
fcis-15114	230	9	,	,	PUNCT
fcis-15114	230	10	shu	shu	PROPN
fcis-15114	230	11	c	c	PROPN
fcis-15114	230	12	m	m	PROPN
fcis-15114	230	13	,	,	PUNCT
fcis-15114	230	14	et	et	PROPN
fcis-15114	230	15	al	al	PROPN
fcis-15114	230	16	.	.	PUNCT
fcis-15114	230	17	cause	cause	VERB
fcis-15114	230	18	analysis	analysis	NOUN
fcis-15114	230	19	of	of	ADP
fcis-15114	230	20	hot	hot	ADJ
fcis-15114	230	21	work	work	NOUN
fcis-15114	230	22	accidents	accident	NOUN
fcis-15114	230	23	based	base	VERB
fcis-15114	230	24	on	on	ADP
fcis-15114	230	25	text	text	NOUN
fcis-15114	230	26	mining	mining	NOUN
fcis-15114	230	27	and	and	CCONJ
fcis-15114	230	28	deep	deep	ADJ
fcis-15114	230	29	learning[j	learning[j	NOUN
fcis-15114	230	30	]	]	PUNCT
fcis-15114	230	31	.	.	PUNCT
fcis-15114	231	1	journal	journal	PROPN
fcis-15114	231	2	of	of	ADP
fcis-15114	231	3	loss	loss	NOUN
fcis-15114	231	4	prevention	prevention	NOUN
fcis-15114	231	5	in	in	ADP
fcis-15114	231	6	the	the	DET
fcis-15114	231	7	process	process	NOUN
fcis-15114	231	8	industries	industry	NOUN
fcis-15114	231	9	,	,	PUNCT
fcis-15114	231	10	2022	2022	NUM
fcis-15114	231	11	,	,	PUNCT
fcis-15114	231	12	76	76	NUM
fcis-15114	231	13	:	:	SYM
fcis-15114	231	14	104747	104747	NUM
fcis-15114	231	15	.	.	PUNCT
fcis-15114	232	1	[	[	X
fcis-15114	232	2	14	14	NUM
fcis-15114	232	3	]	]	X
fcis-15114	232	4	rehman	rehman	NOUN
fcis-15114	232	5	a	a	PROPN
fcis-15114	232	6	,	,	PUNCT
fcis-15114	232	7	aslam	aslam	PROPN
fcis-15114	232	8	n	n	PROPN
fcis-15114	232	9	,	,	PUNCT
fcis-15114	232	10	abid	abid	PROPN
fcis-15114	232	11	k	k	PROPN
fcis-15114	232	12	,	,	PUNCT
fcis-15114	232	13	et	et	PROPN
fcis-15114	232	14	al	al	PROPN
fcis-15114	232	15	.	.	PUNCT
fcis-15114	233	1	the	the	DET
fcis-15114	233	2	impact	impact	NOUN
fcis-15114	233	3	of	of	ADP
fcis-15114	233	4	covid-19	covid-19	PROPN
fcis-15114	233	5	on	on	ADP
fcis-15114	233	6	e	e	NOUN
fcis-15114	233	7	-	-	NOUN
fcis-15114	233	8	learning	learning	ADJ
fcis-15114	233	9	:	:	PUNCT
fcis-15114	233	10	context	context	NOUN
fcis-15114	233	11	-	-	PUNCT
fcis-15114	233	12	based	base	VERB
fcis-15114	233	13	sentiment	sentiment	NOUN
fcis-15114	233	14	analysis	analysis	NOUN
fcis-15114	233	15	discourse	discourse	NOUN
fcis-15114	233	16	using	use	VERB
fcis-15114	233	17	text	text	NOUN
fcis-15114	233	18	mining[j	mining[j	NOUN
fcis-15114	233	19	]	]	PUNCT
fcis-15114	233	20	.	.	PUNCT
fcis-15114	234	1	2023	2023	NUM
fcis-15114	234	2	.	.	PUNCT
fcis-15114	235	1	[	[	X
fcis-15114	235	2	15	15	NUM
fcis-15114	235	3	]	]	X
fcis-15114	235	4	müller	müller	PROPN
fcis-15114	235	5	b	b	PROPN
fcis-15114	235	6	,	,	PUNCT
fcis-15114	235	7	poley	poley	PROPN
fcis-15114	235	8	c	c	PROPN
fcis-15114	235	9	,	,	PUNCT
fcis-15114	235	10	pössel	pössel	PROPN
fcis-15114	235	11	j	j	PROPN
fcis-15114	235	12	,	,	PUNCT
fcis-15114	235	13	et	et	PROPN
fcis-15114	235	14	al	al	PROPN
fcis-15114	235	15	.	.	PROPN
fcis-15114	235	16	livivo	livivo	PROPN
fcis-15114	235	17	–	–	PUNCT
fcis-15114	235	18	the	the	DET
fcis-15114	235	19	vertical	vertical	ADJ
fcis-15114	235	20	search	search	NOUN
fcis-15114	235	21	engine	engine	NOUN
fcis-15114	235	22	for	for	ADP
fcis-15114	235	23	life	life	NOUN
fcis-15114	235	24	sciences[j	sciences[j	PROPN
fcis-15114	235	25	]	]	PUNCT
fcis-15114	235	26	.	.	PUNCT
fcis-15114	236	1	datenbank	datenbank	PROPN
fcis-15114	236	2	-	-	PUNCT
fcis-15114	236	3	spektrum	spektrum	PROPN
fcis-15114	236	4	,	,	PUNCT
fcis-15114	236	5	2017	2017	NUM
fcis-15114	236	6	,	,	PUNCT
fcis-15114	236	7	17	17	NUM
fcis-15114	236	8	:	:	SYM
fcis-15114	236	9	2934	2934	NUM
fcis-15114	236	10	.	.	PUNCT
fcis-15114	237	1	[	[	X
fcis-15114	237	2	16	16	NUM
fcis-15114	237	3	]	]	X
fcis-15114	237	4	spada	spada	PROPN
fcis-15114	237	5	i	i	PROPN
fcis-15114	237	6	,	,	PUNCT
fcis-15114	237	7	chiarello	chiarello	PROPN
fcis-15114	237	8	f	f	PROPN
fcis-15114	237	9	,	,	PUNCT
fcis-15114	237	10	barandoni	barandoni	PROPN
fcis-15114	237	11	s	s	PROPN
fcis-15114	237	12	,	,	PUNCT
fcis-15114	237	13	et	et	PROPN
fcis-15114	237	14	al	al	PROPN
fcis-15114	237	15	.	.	PROPN
fcis-15114	237	16	are	be	AUX
fcis-15114	237	17	universities	university	NOUN
fcis-15114	237	18	ready	ready	ADJ
fcis-15114	237	19	to	to	PART
fcis-15114	237	20	deliver	deliver	VERB
fcis-15114	237	21	digital	digital	ADJ
fcis-15114	237	22	skills	skill	NOUN
fcis-15114	237	23	and	and	CCONJ
fcis-15114	237	24	competences	competence	NOUN
fcis-15114	237	25	?	?	PUNCT
fcis-15114	238	1	a	a	DET
fcis-15114	238	2	text	text	NOUN
fcis-15114	238	3	mining	mining	NOUN
fcis-15114	238	4	-	-	PUNCT
fcis-15114	238	5	based	base	VERB
fcis-15114	238	6	case	case	NOUN
fcis-15114	238	7	study	study	NOUN
fcis-15114	238	8	of	of	ADP
fcis-15114	238	9	marketing	marketing	NOUN
fcis-15114	238	10	courses	course	NOUN
fcis-15114	238	11	in	in	ADP
fcis-15114	238	12	italy[j	italy[j	NOUN
fcis-15114	238	13	]	]	PUNCT
fcis-15114	238	14	.	.	PUNCT
fcis-15114	239	1	technological	technological	ADJ
fcis-15114	239	2	forecasting	forecasting	NOUN
fcis-15114	239	3	and	and	CCONJ
fcis-15114	239	4	social	social	ADJ
fcis-15114	239	5	change	change	NOUN
fcis-15114	239	6	,	,	PUNCT
fcis-15114	239	7	2022	2022	NUM
fcis-15114	239	8	,	,	PUNCT
fcis-15114	239	9	182	182	NUM
fcis-15114	239	10	:	:	SYM
fcis-15114	239	11	121869	121869	NUM
fcis-15114	239	12	.	.	PUNCT
fcis-15114	240	1	[	[	X
fcis-15114	240	2	17	17	NUM
fcis-15114	240	3	]	]	X
fcis-15114	240	4	li	li	PROPN
fcis-15114	240	5	j	j	PROPN
fcis-15114	240	6	,	,	PUNCT
fcis-15114	240	7	yang	yang	PROPN
fcis-15114	240	8	m	m	PROPN
fcis-15114	240	9	,	,	PUNCT
fcis-15114	240	10	liu	liu	PROPN
fcis-15114	240	11	c	c	PROPN
fcis-15114	240	12	,	,	PUNCT
fcis-15114	240	13	et	et	PROPN
fcis-15114	240	14	al	al	PROPN
fcis-15114	240	15	.	.	PROPN
fcis-15114	240	16	listen	listen	VERB
fcis-15114	240	17	to	to	ADP
fcis-15114	240	18	the	the	DET
fcis-15114	240	19	companies	company	NOUN
fcis-15114	240	20	:	:	PUNCT
fcis-15114	240	21	exploring	explore	VERB
fcis-15114	240	22	bim	bim	NOUN
fcis-15114	240	23	job	job	NOUN
fcis-15114	240	24	competency	competency	NOUN
fcis-15114	240	25	requirements	requirement	NOUN
fcis-15114	240	26	by	by	ADP
fcis-15114	240	27	text	text	NOUN
fcis-15114	240	28	mining	mining	NOUN
fcis-15114	240	29	of	of	ADP
fcis-15114	240	30	recruitment	recruitment	NOUN
fcis-15114	240	31	information	information	NOUN
fcis-15114	240	32	in	in	ADP
fcis-15114	240	33	china[j	china[j	PROPN
fcis-15114	240	34	]	]	PUNCT
fcis-15114	240	35	.	.	PUNCT
fcis-15114	241	1	journal	journal	PROPN
fcis-15114	241	2	of	of	ADP
fcis-15114	241	3	construction	construction	NOUN
fcis-15114	241	4	engineering	engineering	NOUN
fcis-15114	241	5	and	and	CCONJ
fcis-15114	241	6	management	management	NOUN
fcis-15114	241	7	,	,	PUNCT
fcis-15114	241	8	2023	2023	NUM
fcis-15114	241	9	,	,	PUNCT
fcis-15114	241	10	149(9	149(9	NUM
fcis-15114	241	11	):	):	PUNCT
fcis-15114	241	12	04023076	04023076	NUM
fcis-15114	241	13	.	.	PUNCT
fcis-15114	242	1	[	[	X
fcis-15114	242	2	18	18	NUM
fcis-15114	242	3	]	]	X
fcis-15114	242	4	fang	fang	X
fcis-15114	242	5	f	f	PROPN
fcis-15114	242	6	,	,	PUNCT
fcis-15114	242	7	zhou	zhou	PROPN
fcis-15114	242	8	y.	y.	PROPN
fcis-15114	242	9	a	a	DET
fcis-15114	242	10	study	study	NOUN
fcis-15114	242	11	on	on	ADP
fcis-15114	242	12	recruitment	recruitment	NOUN
fcis-15114	242	13	of	of	ADP
fcis-15114	242	14	data	datum	NOUN
fcis-15114	242	15	analyst	analyst	NOUN
fcis-15114	242	16	based	base	VERB
fcis-15114	242	17	on	on	ADP
fcis-15114	242	18	text	text	NOUN
fcis-15114	242	19	mining	mining	NOUN
fcis-15114	242	20	and	and	CCONJ
fcis-15114	242	21	visualization	visualization	NOUN
fcis-15114	242	22	technology[c]//journal	technology[c]//journal	PROPN
fcis-15114	242	23	of	of	ADP
fcis-15114	242	24	physics	physics	PROPN
fcis-15114	242	25	:	:	PUNCT
fcis-15114	242	26	conference	conference	NOUN
fcis-15114	242	27	series	series	NOUN
fcis-15114	242	28	.	.	PUNCT
fcis-15114	243	1	iop	iop	PROPN
fcis-15114	243	2	publishing	publishing	NOUN
fcis-15114	243	3	,	,	PUNCT
fcis-15114	243	4	2021	2021	NUM
fcis-15114	243	5	,	,	PUNCT
fcis-15114	243	6	1952(4	1952(4	NUM
fcis-15114	243	7	):	):	PUNCT
fcis-15114	243	8	042017	042017	NUM
fcis-15114	243	9	.	.	PUNCT
fcis-15114	244	1	[	[	X
fcis-15114	244	2	19	19	NUM
fcis-15114	244	3	]	]	X
fcis-15114	244	4	li	li	PROPN
fcis-15114	244	5	y	y	PROPN
fcis-15114	244	6	,	,	PUNCT
fcis-15114	244	7	chen	chen	PROPN
fcis-15114	244	8	x	x	PROPN
fcis-15114	244	9	,	,	PUNCT
fcis-15114	244	10	mao	mao	PROPN
fcis-15114	244	11	t	t	PROPN
fcis-15114	244	12	,	,	PUNCT
fcis-15114	244	13	et	et	PROPN
fcis-15114	244	14	al	al	PROPN
fcis-15114	244	15	.	.	PROPN
fcis-15114	244	16	user	user	PROPN
fcis-15114	244	17	portrait	portrait	NOUN
fcis-15114	244	18	for	for	ADP
fcis-15114	244	19	archival	archival	NOUN
fcis-15114	244	20	talents	talent	NOUN
fcis-15114	244	21	based	base	VERB
fcis-15114	244	22	on	on	ADP
fcis-15114	244	23	recruitment[c]//2021	recruitment[c]//2021	PROPN
fcis-15114	244	24	ieee	ieee	NOUN
fcis-15114	244	25	6th	6th	ADJ
fcis-15114	244	26	international	international	ADJ
fcis-15114	244	27	conference	conference	NOUN
fcis-15114	244	28	on	on	ADP
fcis-15114	244	29	cloud	cloud	NOUN
fcis-15114	244	30	computing	computing	NOUN
fcis-15114	244	31	and	and	CCONJ
fcis-15114	244	32	big	big	ADJ
fcis-15114	244	33	data	datum	NOUN
fcis-15114	244	34	analytics	analytic	NOUN
fcis-15114	244	35	(	(	PUNCT
fcis-15114	244	36	icccbda	icccbda	NOUN
fcis-15114	244	37	)	)	PUNCT
fcis-15114	244	38	.	.	PUNCT
fcis-15114	245	1	ieee	ieee	NOUN
fcis-15114	245	2	,	,	PUNCT
fcis-15114	245	3	2021	2021	NUM
fcis-15114	245	4	:	:	PUNCT
fcis-15114	245	5	116	116	NUM
fcis-15114	245	6	-	-	SYM
fcis-15114	245	7	120	120	NUM
fcis-15114	245	8	.	.	PUNCT
fcis-15114	246	1	[	[	X
fcis-15114	246	2	20	20	NUM
fcis-15114	246	3	]	]	X
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fcis-15114	246	5	d	d	NOUN
fcis-15114	246	6	m	m	PROPN
fcis-15114	246	7	,	,	PUNCT
fcis-15114	246	8	ng	ng	PROPN
fcis-15114	246	9	a	a	PROPN
fcis-15114	246	10	y	y	PROPN
fcis-15114	246	11	,	,	PUNCT
fcis-15114	246	12	jordan	jordan	PROPN
fcis-15114	246	13	m	m	PROPN
fcis-15114	246	14	i.	i.	PROPN
fcis-15114	246	15	latent	latent	PROPN
fcis-15114	246	16	dirichlet	dirichlet	PROPN
fcis-15114	246	17	allocation[j	allocation[j	PROPN
fcis-15114	246	18	]	]	PUNCT
fcis-15114	246	19	.	.	PUNCT
fcis-15114	247	1	journal	journal	PROPN
fcis-15114	247	2	of	of	ADP
fcis-15114	247	3	machine	machine	NOUN
fcis-15114	247	4	learning	learn	VERB
fcis-15114	247	5	research	research	NOUN
fcis-15114	247	6	,	,	PUNCT
fcis-15114	247	7	2003	2003	NUM
fcis-15114	247	8	,	,	PUNCT
fcis-15114	247	9	3(jan	3(jan	NUM
fcis-15114	247	10	):	):	PUNCT
fcis-15114	247	11	993	993	NUM
fcis-15114	247	12	-	-	SYM
fcis-15114	247	13	1022	1022	NUM
fcis-15114	247	14	.	.	PUNCT