id	sid	tid	token	lemma	pos
fbem-29702	1	1	frontiers	frontier	NOUN
fbem-29702	1	2	in	in	ADP
fbem-29702	1	3	business	business	NOUN
fbem-29702	1	4	,	,	PUNCT
fbem-29702	1	5	economics	economic	NOUN
fbem-29702	1	6	and	and	CCONJ
fbem-29702	1	7	management	management	NOUN
fbem-29702	1	8	issn	issn	PROPN
fbem-29702	1	9	:	:	PUNCT
fbem-29702	1	10	2766	2766	NUM
fbem-29702	1	11	-	-	PUNCT
fbem-29702	1	12	824x	824x	NUM
fbem-29702	1	13	|	|	ADJ
fbem-29702	1	14	vol	vol	NOUN
fbem-29702	1	15	.	.	PROPN
fbem-29702	1	16	18	18	NUM
fbem-29702	1	17	,	,	PUNCT
fbem-29702	1	18	no	no	INTJ
fbem-29702	1	19	.	.	NOUN
fbem-29702	1	20	2	2	NUM
fbem-29702	1	21	,	,	PUNCT
fbem-29702	1	22	2025	2025	NUM
fbem-29702	1	23	166	166	NUM
fbem-29702	1	24	research	research	NOUN
fbem-29702	1	25	on	on	ADP
fbem-29702	1	26	automobile	automobile	NOUN
fbem-29702	1	27	aftermarket	aftermarket	NOUN
fbem-29702	1	28	parts	part	NOUN
fbem-29702	1	29	pricing	pricing	NOUN
fbem-29702	1	30	model	model	NOUN
fbem-29702	1	31	based	base	VERB
fbem-29702	1	32	on	on	ADP
fbem-29702	1	33	support	support	NOUN
fbem-29702	1	34	vector	vector	NOUN
fbem-29702	1	35	machine	machine	NOUN
fbem-29702	1	36	tengjian	tengjian	PROPN
fbem-29702	1	37	yang1	yang1	PROPN
fbem-29702	1	38	,	,	PUNCT
fbem-29702	1	39	2	2	NUM
fbem-29702	1	40	,	,	PUNCT
fbem-29702	1	41	chao	chao	PROPN
fbem-29702	1	42	zhang1	zhang1	PROPN
fbem-29702	1	43	,	,	PUNCT
fbem-29702	1	44	2	2	NUM
fbem-29702	1	45	,	,	PUNCT
fbem-29702	1	46	peipei	peipei	PROPN
fbem-29702	1	47	zhu1	zhu1	PROPN
fbem-29702	1	48	,	,	PUNCT
fbem-29702	1	49	2	2	NUM
fbem-29702	1	50	,	,	PUNCT
fbem-29702	1	51	fan	fan	NOUN
fbem-29702	1	52	zhang1	zhang1	PROPN
fbem-29702	1	53	,	,	PUNCT
fbem-29702	1	54	2	2	NUM
fbem-29702	1	55	,	,	PUNCT
fbem-29702	1	56	*	*	PUNCT
fbem-29702	1	57	1china	1china	NUM
fbem-29702	1	58	automotive	automotive	ADJ
fbem-29702	1	59	technology	technology	NOUN
fbem-29702	1	60	and	and	CCONJ
fbem-29702	1	61	research	research	PROPN
fbem-29702	1	62	center	center	PROPN
fbem-29702	1	63	co.	co.	PROPN
fbem-29702	1	64	,	,	PUNCT
fbem-29702	1	65	ltd	ltd	PROPN
fbem-29702	1	66	.	.	PROPN
fbem-29702	1	67	tianjin	tianjin	PROPN
fbem-29702	1	68	,	,	PUNCT
fbem-29702	1	69	china	china	PROPN
fbem-29702	1	70	2china	2china	NUM
fbem-29702	1	71	auto	auto	NOUN
fbem-29702	1	72	information	information	NOUN
fbem-29702	1	73	technology	technology	NOUN
fbem-29702	1	74	(	(	PUNCT
fbem-29702	1	75	tianjin	tianjin	PROPN
fbem-29702	1	76	)	)	PUNCT
fbem-29702	1	77	co.	co.	PROPN
fbem-29702	1	78	,	,	PUNCT
fbem-29702	1	79	ltd	ltd	PROPN
fbem-29702	1	80	.	.	PROPN
fbem-29702	2	1	tianjin	tianjin	PROPN
fbem-29702	2	2	,	,	PUNCT
fbem-29702	2	3	china	china	PROPN
fbem-29702	2	4	*	*	PUNCT
fbem-29702	2	5	corresponding	correspond	VERB
fbem-29702	2	6	author	author	NOUN
fbem-29702	2	7	:	:	PUNCT
fbem-29702	2	8	m13502037247_3@163.com	m13502037247_3@163.com	X
fbem-29702	2	9	abstract	abstract	ADJ
fbem-29702	2	10	:	:	PUNCT
fbem-29702	2	11	in	in	ADP
fbem-29702	2	12	this	this	DET
fbem-29702	2	13	study	study	NOUN
fbem-29702	2	14	,	,	PUNCT
fbem-29702	2	15	a	a	DET
fbem-29702	2	16	pricing	pricing	NOUN
fbem-29702	2	17	model	model	NOUN
fbem-29702	2	18	based	base	VERB
fbem-29702	2	19	on	on	ADP
fbem-29702	2	20	support	support	NOUN
fbem-29702	2	21	vector	vector	NOUN
fbem-29702	2	22	machine	machine	NOUN
fbem-29702	2	23	is	be	AUX
fbem-29702	2	24	proposed	propose	VERB
fbem-29702	2	25	to	to	PART
fbem-29702	2	26	solve	solve	VERB
fbem-29702	2	27	the	the	DET
fbem-29702	2	28	problem	problem	NOUN
fbem-29702	2	29	of	of	ADP
fbem-29702	2	30	auto	auto	NOUN
fbem-29702	2	31	aftermarket	aftermarket	NOUN
fbem-29702	2	32	parts	part	NOUN
fbem-29702	2	33	pricing	pricing	NOUN
fbem-29702	2	34	.	.	PUNCT
fbem-29702	3	1	by	by	ADP
fbem-29702	3	2	collecting	collect	VERB
fbem-29702	3	3	and	and	CCONJ
fbem-29702	3	4	analyzing	analyze	VERB
fbem-29702	3	5	multi	multi	ADJ
fbem-29702	3	6	-	-	ADJ
fbem-29702	3	7	source	source	ADJ
fbem-29702	3	8	heterogeneous	heterogeneous	ADJ
fbem-29702	3	9	data	datum	NOUN
fbem-29702	3	10	,	,	PUNCT
fbem-29702	3	11	a	a	DET
fbem-29702	3	12	"	"	PUNCT
fbem-29702	3	13	1	1	NUM
fbem-29702	3	14	+	+	NOUN
fbem-29702	3	15	4	4	NUM
fbem-29702	3	16	+	+	ADJ
fbem-29702	3	17	8	8	NUM
fbem-29702	3	18	"	"	PUNCT
fbem-29702	3	19	pricing	pricing	NOUN
fbem-29702	3	20	index	index	NOUN
fbem-29702	3	21	system	system	NOUN
fbem-29702	3	22	was	be	AUX
fbem-29702	3	23	constructed	construct	VERB
fbem-29702	3	24	,	,	PUNCT
fbem-29702	3	25	which	which	PRON
fbem-29702	3	26	includes	include	VERB
fbem-29702	3	27	parts	part	NOUN
fbem-29702	3	28	cost	cost	NOUN
fbem-29702	3	29	,	,	PUNCT
fbem-29702	3	30	market	market	NOUN
fbem-29702	3	31	demand	demand	NOUN
fbem-29702	3	32	and	and	CCONJ
fbem-29702	3	33	supply	supply	NOUN
fbem-29702	3	34	,	,	PUNCT
fbem-29702	3	35	brand	brand	NOUN
fbem-29702	3	36	and	and	CCONJ
fbem-29702	3	37	quality	quality	NOUN
fbem-29702	3	38	,	,	PUNCT
fbem-29702	3	39	material	material	NOUN
fbem-29702	3	40	and	and	CCONJ
fbem-29702	3	41	performance	performance	NOUN
fbem-29702	3	42	.	.	PUNCT
fbem-29702	4	1	support	support	NOUN
fbem-29702	4	2	vector	vector	NOUN
fbem-29702	4	3	machine	machine	NOUN
fbem-29702	4	4	(	(	PUNCT
fbem-29702	4	5	svm	svm	PROPN
fbem-29702	4	6	)	)	PUNCT
fbem-29702	4	7	is	be	AUX
fbem-29702	4	8	used	use	VERB
fbem-29702	4	9	to	to	PART
fbem-29702	4	10	establish	establish	VERB
fbem-29702	4	11	the	the	DET
fbem-29702	4	12	pricing	pricing	NOUN
fbem-29702	4	13	model	model	NOUN
fbem-29702	4	14	of	of	ADP
fbem-29702	4	15	automobile	automobile	NOUN
fbem-29702	4	16	aftermarket	aftermarket	NOUN
fbem-29702	4	17	parts	part	NOUN
fbem-29702	4	18	.	.	PUNCT
fbem-29702	5	1	the	the	DET
fbem-29702	5	2	experimental	experimental	ADJ
fbem-29702	5	3	results	result	NOUN
fbem-29702	5	4	show	show	VERB
fbem-29702	5	5	that	that	SCONJ
fbem-29702	5	6	the	the	DET
fbem-29702	5	7	pricing	pricing	NOUN
fbem-29702	5	8	model	model	NOUN
fbem-29702	5	9	based	base	VERB
fbem-29702	5	10	on	on	ADP
fbem-29702	5	11	support	support	NOUN
fbem-29702	5	12	vector	vector	NOUN
fbem-29702	5	13	machine	machine	NOUN
fbem-29702	5	14	can	can	AUX
fbem-29702	5	15	effectively	effectively	ADV
fbem-29702	5	16	improve	improve	VERB
fbem-29702	5	17	the	the	DET
fbem-29702	5	18	pricing	pricing	NOUN
fbem-29702	5	19	accuracy	accuracy	NOUN
fbem-29702	5	20	and	and	CCONJ
fbem-29702	5	21	provide	provide	VERB
fbem-29702	5	22	data	datum	NOUN
fbem-29702	5	23	support	support	NOUN
fbem-29702	5	24	for	for	ADP
fbem-29702	5	25	enterprises	enterprise	NOUN
fbem-29702	5	26	to	to	PART
fbem-29702	5	27	formulate	formulate	VERB
fbem-29702	5	28	reasonable	reasonable	ADJ
fbem-29702	5	29	pricing	pricing	NOUN
fbem-29702	5	30	strategies	strategy	NOUN
fbem-29702	5	31	.	.	PUNCT
fbem-29702	6	1	this	this	DET
fbem-29702	6	2	study	study	NOUN
fbem-29702	6	3	provides	provide	VERB
fbem-29702	6	4	a	a	DET
fbem-29702	6	5	new	new	ADJ
fbem-29702	6	6	idea	idea	NOUN
fbem-29702	6	7	and	and	CCONJ
fbem-29702	6	8	method	method	NOUN
fbem-29702	6	9	for	for	ADP
fbem-29702	6	10	the	the	DET
fbem-29702	6	11	pricing	pricing	NOUN
fbem-29702	6	12	of	of	ADP
fbem-29702	6	13	automotive	automotive	ADJ
fbem-29702	6	14	aftermarket	aftermarket	NOUN
fbem-29702	6	15	parts	part	NOUN
fbem-29702	6	16	,	,	PUNCT
fbem-29702	6	17	which	which	PRON
fbem-29702	6	18	is	be	AUX
fbem-29702	6	19	of	of	ADP
fbem-29702	6	20	great	great	ADJ
fbem-29702	6	21	significance	significance	NOUN
fbem-29702	6	22	to	to	PART
fbem-29702	6	23	enhance	enhance	VERB
fbem-29702	6	24	the	the	DET
fbem-29702	6	25	competitiveness	competitiveness	NOUN
fbem-29702	6	26	of	of	ADP
fbem-29702	6	27	enterprises	enterprise	NOUN
fbem-29702	6	28	.	.	PUNCT
fbem-29702	7	1	keywords	keyword	NOUN
fbem-29702	7	2	:	:	PUNCT
fbem-29702	7	3	automobile	automobile	NOUN
fbem-29702	7	4	after	after	ADP
fbem-29702	7	5	-	-	PUNCT
fbem-29702	7	6	sale	sale	NOUN
fbem-29702	7	7	parts	part	NOUN
fbem-29702	7	8	;	;	PUNCT
fbem-29702	7	9	pricing	pricing	NOUN
fbem-29702	7	10	model	model	NOUN
fbem-29702	7	11	;	;	PUNCT
fbem-29702	7	12	support	support	NOUN
fbem-29702	7	13	vector	vector	NOUN
fbem-29702	7	14	machine	machine	NOUN
fbem-29702	7	15	.	.	PUNCT
fbem-29702	8	1	1	1	X
fbem-29702	8	2	.	.	X
fbem-29702	8	3	background	background	NOUN
fbem-29702	8	4	with	with	ADP
fbem-29702	8	5	the	the	DET
fbem-29702	8	6	rapid	rapid	ADJ
fbem-29702	8	7	development	development	NOUN
fbem-29702	8	8	of	of	ADP
fbem-29702	8	9	the	the	DET
fbem-29702	8	10	automobile	automobile	NOUN
fbem-29702	8	11	industry	industry	NOUN
fbem-29702	8	12	and	and	CCONJ
fbem-29702	8	13	the	the	DET
fbem-29702	8	14	increasingly	increasingly	ADV
fbem-29702	8	15	fierce	fierce	ADJ
fbem-29702	8	16	market	market	NOUN
fbem-29702	8	17	competition	competition	NOUN
fbem-29702	8	18	,	,	PUNCT
fbem-29702	8	19	the	the	DET
fbem-29702	8	20	pricing	pricing	NOUN
fbem-29702	8	21	of	of	ADP
fbem-29702	8	22	automobile	automobile	NOUN
fbem-29702	8	23	after	after	ADP
fbem-29702	8	24	-	-	PUNCT
fbem-29702	8	25	sale	sale	NOUN
fbem-29702	8	26	parts	part	NOUN
fbem-29702	8	27	has	have	AUX
fbem-29702	8	28	become	become	VERB
fbem-29702	8	29	a	a	DET
fbem-29702	8	30	key	key	ADJ
fbem-29702	8	31	factor	factor	NOUN
fbem-29702	8	32	for	for	SCONJ
fbem-29702	8	33	enterprises	enterprise	NOUN
fbem-29702	8	34	to	to	PART
fbem-29702	8	35	enhance	enhance	VERB
fbem-29702	8	36	their	their	PRON
fbem-29702	8	37	competitiveness	competitiveness	NOUN
fbem-29702	8	38	.	.	PUNCT
fbem-29702	9	1	traditional	traditional	ADJ
fbem-29702	9	2	pricing	pricing	NOUN
fbem-29702	9	3	methods	method	NOUN
fbem-29702	9	4	often	often	ADV
fbem-29702	9	5	rely	rely	VERB
fbem-29702	9	6	on	on	ADP
fbem-29702	9	7	experience	experience	NOUN
fbem-29702	9	8	and	and	CCONJ
fbem-29702	9	9	simple	simple	ADJ
fbem-29702	9	10	cost	cost	NOUN
fbem-29702	9	11	plus	plus	NOUN
fbem-29702	9	12	,	,	PUNCT
fbem-29702	9	13	which	which	PRON
fbem-29702	9	14	is	be	AUX
fbem-29702	9	15	difficult	difficult	ADJ
fbem-29702	9	16	to	to	PART
fbem-29702	9	17	adapt	adapt	VERB
fbem-29702	9	18	to	to	ADP
fbem-29702	9	19	the	the	DET
fbem-29702	9	20	complex	complex	ADJ
fbem-29702	9	21	and	and	CCONJ
fbem-29702	9	22	changing	change	VERB
fbem-29702	9	23	market	market	NOUN
fbem-29702	9	24	environment	environment	NOUN
fbem-29702	9	25	.	.	PUNCT
fbem-29702	10	1	in	in	ADP
fbem-29702	10	2	recent	recent	ADJ
fbem-29702	10	3	years	year	NOUN
fbem-29702	10	4	,	,	PUNCT
fbem-29702	10	5	the	the	DET
fbem-29702	10	6	rise	rise	NOUN
fbem-29702	10	7	of	of	ADP
fbem-29702	10	8	machine	machine	NOUN
fbem-29702	10	9	learning	learning	NOUN
fbem-29702	10	10	technology	technology	NOUN
fbem-29702	10	11	has	have	AUX
fbem-29702	10	12	provided	provide	VERB
fbem-29702	10	13	new	new	ADJ
fbem-29702	10	14	opportunities	opportunity	NOUN
fbem-29702	10	15	for	for	ADP
fbem-29702	10	16	the	the	DET
fbem-29702	10	17	pricing	pricing	NOUN
fbem-29702	10	18	of	of	ADP
fbem-29702	10	19	automotive	automotive	ADJ
fbem-29702	10	20	aftermarket	aftermarket	NOUN
fbem-29702	10	21	parts	part	NOUN
fbem-29702	10	22	.	.	PUNCT
fbem-29702	11	1	by	by	ADP
fbem-29702	11	2	collecting	collect	VERB
fbem-29702	11	3	and	and	CCONJ
fbem-29702	11	4	analyzing	analyze	VERB
fbem-29702	11	5	massive	massive	ADJ
fbem-29702	11	6	data	datum	NOUN
fbem-29702	11	7	,	,	PUNCT
fbem-29702	11	8	enterprises	enterprise	NOUN
fbem-29702	11	9	can	can	AUX
fbem-29702	11	10	more	more	ADV
fbem-29702	11	11	accurately	accurately	ADV
fbem-29702	11	12	grasp	grasp	VERB
fbem-29702	11	13	market	market	NOUN
fbem-29702	11	14	demand	demand	NOUN
fbem-29702	11	15	,	,	PUNCT
fbem-29702	11	16	competitive	competitive	ADJ
fbem-29702	11	17	situation	situation	NOUN
fbem-29702	11	18	and	and	CCONJ
fbem-29702	11	19	customer	customer	NOUN
fbem-29702	11	20	value	value	NOUN
fbem-29702	11	21	,	,	PUNCT
fbem-29702	11	22	so	so	SCONJ
fbem-29702	11	23	as	as	SCONJ
fbem-29702	11	24	to	to	PART
fbem-29702	11	25	formulate	formulate	VERB
fbem-29702	11	26	a	a	DET
fbem-29702	11	27	more	more	ADV
fbem-29702	11	28	scientific	scientific	ADJ
fbem-29702	11	29	and	and	CCONJ
fbem-29702	11	30	reasonable	reasonable	ADJ
fbem-29702	11	31	pricing	pricing	NOUN
fbem-29702	11	32	strategy	strategy	NOUN
fbem-29702	11	33	.	.	PUNCT
fbem-29702	12	1	in	in	ADP
fbem-29702	12	2	today	today	NOUN
fbem-29702	12	3	's	's	PART
fbem-29702	12	4	auto	auto	NOUN
fbem-29702	12	5	aftermarket	aftermarket	NOUN
fbem-29702	12	6	,	,	PUNCT
fbem-29702	12	7	the	the	DET
fbem-29702	12	8	pricing	pricing	NOUN
fbem-29702	12	9	strategy	strategy	NOUN
fbem-29702	12	10	traditionally	traditionally	ADV
fbem-29702	12	11	relies	rely	VERB
fbem-29702	12	12	on	on	ADP
fbem-29702	12	13	several	several	ADJ
fbem-29702	12	14	models	model	NOUN
fbem-29702	12	15	such	such	ADJ
fbem-29702	12	16	as	as	ADP
fbem-29702	12	17	cost	cost	NOUN
fbem-29702	12	18	plus	plus	NOUN
fbem-29702	12	19	,	,	PUNCT
fbem-29702	12	20	competition	competition	NOUN
fbem-29702	12	21	-	-	PUNCT
fbem-29702	12	22	oriented	orient	VERB
fbem-29702	12	23	pricing	pricing	NOUN
fbem-29702	12	24	and	and	CCONJ
fbem-29702	12	25	value	value	NOUN
fbem-29702	12	26	pricing	pricing	NOUN
fbem-29702	12	27	.	.	PUNCT
fbem-29702	13	1	the	the	DET
fbem-29702	13	2	cost	cost	NOUN
fbem-29702	13	3	plus	plus	CCONJ
fbem-29702	13	4	method	method	NOUN
fbem-29702	13	5	is	be	AUX
fbem-29702	13	6	easy	easy	ADJ
fbem-29702	13	7	to	to	PART
fbem-29702	13	8	operate	operate	VERB
fbem-29702	13	9	,	,	PUNCT
fbem-29702	13	10	but	but	CCONJ
fbem-29702	13	11	it	it	PRON
fbem-29702	13	12	fails	fail	VERB
fbem-29702	13	13	to	to	PART
fbem-29702	13	14	fully	fully	ADV
fbem-29702	13	15	consider	consider	VERB
fbem-29702	13	16	the	the	DET
fbem-29702	13	17	market	market	NOUN
fbem-29702	13	18	demand	demand	NOUN
fbem-29702	13	19	and	and	CCONJ
fbem-29702	13	20	competitive	competitive	ADJ
fbem-29702	13	21	dynamics	dynamic	NOUN
fbem-29702	13	22	;	;	PUNCT
fbem-29702	13	23	although	although	SCONJ
fbem-29702	13	24	the	the	DET
fbem-29702	13	25	competition	competition	NOUN
fbem-29702	13	26	-	-	PUNCT
fbem-29702	13	27	oriented	orient	VERB
fbem-29702	13	28	pricing	pricing	NOUN
fbem-29702	13	29	takes	take	VERB
fbem-29702	13	30	into	into	ADP
fbem-29702	13	31	account	account	NOUN
fbem-29702	13	32	the	the	DET
fbem-29702	13	33	market	market	NOUN
fbem-29702	13	34	environment	environment	NOUN
fbem-29702	13	35	,	,	PUNCT
fbem-29702	13	36	it	it	PRON
fbem-29702	13	37	is	be	AUX
fbem-29702	13	38	easy	easy	ADJ
fbem-29702	13	39	to	to	PART
fbem-29702	13	40	lead	lead	VERB
fbem-29702	13	41	to	to	ADP
fbem-29702	13	42	the	the	DET
fbem-29702	13	43	vicious	vicious	ADJ
fbem-29702	13	44	circle	circle	NOUN
fbem-29702	13	45	of	of	ADP
fbem-29702	13	46	price	price	NOUN
fbem-29702	13	47	war	war	NOUN
fbem-29702	13	48	;	;	PUNCT
fbem-29702	13	49	although	although	SCONJ
fbem-29702	13	50	value	value	NOUN
fbem-29702	13	51	pricing	pricing	NOUN
fbem-29702	13	52	focuses	focus	VERB
fbem-29702	13	53	on	on	ADP
fbem-29702	13	54	the	the	DET
fbem-29702	13	55	perceived	perceive	VERB
fbem-29702	13	56	value	value	NOUN
fbem-29702	13	57	of	of	ADP
fbem-29702	13	58	customers	customer	NOUN
fbem-29702	13	59	,	,	PUNCT
fbem-29702	13	60	it	it	PRON
fbem-29702	13	61	faces	face	VERB
fbem-29702	13	62	quantitative	quantitative	ADJ
fbem-29702	13	63	problems	problem	NOUN
fbem-29702	13	64	in	in	ADP
fbem-29702	13	65	practice	practice	NOUN
fbem-29702	13	66	.	.	PUNCT
fbem-29702	14	1	these	these	DET
fbem-29702	14	2	traditional	traditional	ADJ
fbem-29702	14	3	methods	method	NOUN
fbem-29702	14	4	show	show	VERB
fbem-29702	14	5	obvious	obvious	ADJ
fbem-29702	14	6	shortcomings	shortcoming	NOUN
fbem-29702	14	7	when	when	SCONJ
fbem-29702	14	8	dealing	deal	VERB
fbem-29702	14	9	with	with	ADP
fbem-29702	14	10	the	the	DET
fbem-29702	14	11	complexity	complexity	NOUN
fbem-29702	14	12	and	and	CCONJ
fbem-29702	14	13	variability	variability	NOUN
fbem-29702	14	14	of	of	ADP
fbem-29702	14	15	the	the	DET
fbem-29702	14	16	market	market	NOUN
fbem-29702	14	17	environment	environment	NOUN
fbem-29702	14	18	.	.	PUNCT
fbem-29702	15	1	with	with	ADP
fbem-29702	15	2	the	the	DET
fbem-29702	15	3	rapid	rapid	ADJ
fbem-29702	15	4	development	development	NOUN
fbem-29702	15	5	of	of	ADP
fbem-29702	15	6	big	big	ADJ
fbem-29702	15	7	data	datum	NOUN
fbem-29702	15	8	and	and	CCONJ
fbem-29702	15	9	machine	machine	NOUN
fbem-29702	15	10	learning	learning	NOUN
fbem-29702	15	11	technologies	technology	NOUN
fbem-29702	15	12	,	,	PUNCT
fbem-29702	15	13	data	data	NOUN
fbem-29702	15	14	-	-	PUNCT
fbem-29702	15	15	driven	drive	VERB
fbem-29702	15	16	pricing	pricing	NOUN
fbem-29702	15	17	strategies	strategy	NOUN
fbem-29702	15	18	are	be	AUX
fbem-29702	15	19	gradually	gradually	ADV
fbem-29702	15	20	becoming	become	VERB
fbem-29702	15	21	the	the	DET
fbem-29702	15	22	new	new	ADJ
fbem-29702	15	23	trend	trend	NOUN
fbem-29702	15	24	in	in	ADP
fbem-29702	15	25	the	the	DET
fbem-29702	15	26	industry	industry	NOUN
fbem-29702	15	27	.	.	PUNCT
fbem-29702	16	1	companies	company	NOUN
fbem-29702	16	2	are	be	AUX
fbem-29702	16	3	able	able	ADJ
fbem-29702	16	4	to	to	PART
fbem-29702	16	5	gather	gather	VERB
fbem-29702	16	6	and	and	CCONJ
fbem-29702	16	7	analyze	analyze	VERB
fbem-29702	16	8	huge	huge	ADJ
fbem-29702	16	9	amounts	amount	NOUN
fbem-29702	16	10	of	of	ADP
fbem-29702	16	11	market	market	NOUN
fbem-29702	16	12	,	,	PUNCT
fbem-29702	16	13	customer	customer	NOUN
fbem-29702	16	14	and	and	CCONJ
fbem-29702	16	15	operational	operational	ADJ
fbem-29702	16	16	data	datum	NOUN
fbem-29702	16	17	to	to	PART
fbem-29702	16	18	gain	gain	VERB
fbem-29702	16	19	insight	insight	NOUN
fbem-29702	16	20	into	into	ADP
fbem-29702	16	21	market	market	NOUN
fbem-29702	16	22	demand	demand	NOUN
fbem-29702	16	23	,	,	PUNCT
fbem-29702	16	24	competitive	competitive	ADJ
fbem-29702	16	25	landscape	landscape	NOUN
fbem-29702	16	26	and	and	CCONJ
fbem-29702	16	27	customer	customer	NOUN
fbem-29702	16	28	value	value	NOUN
fbem-29702	16	29	,	,	PUNCT
fbem-29702	16	30	providing	provide	VERB
fbem-29702	16	31	strong	strong	ADJ
fbem-29702	16	32	support	support	NOUN
fbem-29702	16	33	for	for	ADP
fbem-29702	16	34	the	the	DET
fbem-29702	16	35	development	development	NOUN
fbem-29702	16	36	of	of	ADP
fbem-29702	16	37	more	more	ADV
fbem-29702	16	38	accurate	accurate	ADJ
fbem-29702	16	39	and	and	CCONJ
fbem-29702	16	40	reasonable	reasonable	ADJ
fbem-29702	16	41	pricing	pricing	NOUN
fbem-29702	16	42	strategies	strategy	NOUN
fbem-29702	16	43	.	.	PUNCT
fbem-29702	17	1	the	the	DET
fbem-29702	17	2	integration	integration	NOUN
fbem-29702	17	3	of	of	ADP
fbem-29702	17	4	machine	machine	NOUN
fbem-29702	17	5	learning	learn	VERB
fbem-29702	17	6	not	not	PART
fbem-29702	17	7	only	only	ADV
fbem-29702	17	8	greatly	greatly	ADV
fbem-29702	17	9	improves	improve	VERB
fbem-29702	17	10	the	the	DET
fbem-29702	17	11	accuracy	accuracy	NOUN
fbem-29702	17	12	of	of	ADP
fbem-29702	17	13	pricing	pricing	NOUN
fbem-29702	17	14	,	,	PUNCT
fbem-29702	17	15	but	but	CCONJ
fbem-29702	17	16	also	also	ADV
fbem-29702	17	17	gives	give	VERB
fbem-29702	17	18	enterprises	enterprise	NOUN
fbem-29702	17	19	the	the	DET
fbem-29702	17	20	ability	ability	NOUN
fbem-29702	17	21	to	to	PART
fbem-29702	17	22	quickly	quickly	ADV
fbem-29702	17	23	adapt	adapt	VERB
fbem-29702	17	24	to	to	ADP
fbem-29702	17	25	market	market	NOUN
fbem-29702	17	26	fluctuations	fluctuation	NOUN
fbem-29702	17	27	and	and	CCONJ
fbem-29702	17	28	realize	realize	VERB
fbem-29702	17	29	dynamic	dynamic	ADJ
fbem-29702	17	30	adjustment	adjustment	NOUN
fbem-29702	17	31	of	of	ADP
fbem-29702	17	32	pricing	pricing	NOUN
fbem-29702	17	33	.	.	PUNCT
fbem-29702	18	1	in	in	ADP
fbem-29702	18	2	the	the	DET
fbem-29702	18	3	field	field	NOUN
fbem-29702	18	4	of	of	ADP
fbem-29702	18	5	parts	part	NOUN
fbem-29702	18	6	prediction	prediction	NOUN
fbem-29702	18	7	,	,	PUNCT
fbem-29702	18	8	machine	machine	NOUN
fbem-29702	18	9	learning	learning	NOUN
fbem-29702	18	10	and	and	CCONJ
fbem-29702	18	11	artificial	artificial	ADJ
fbem-29702	18	12	intelligence	intelligence	NOUN
fbem-29702	18	13	methods	method	NOUN
fbem-29702	18	14	are	be	AUX
fbem-29702	18	15	gradually	gradually	ADV
fbem-29702	18	16	showing	show	VERB
fbem-29702	18	17	their	their	PRON
fbem-29702	18	18	great	great	ADJ
fbem-29702	18	19	potential	potential	NOUN
fbem-29702	18	20	.	.	PUNCT
fbem-29702	19	1	for	for	ADP
fbem-29702	19	2	example	example	NOUN
fbem-29702	19	3	,	,	PUNCT
fbem-29702	19	4	wu	wu	PROPN
fbem-29702	19	5	xin	xin	PROPN
fbem-29702	19	6	et	et	PROPN
fbem-29702	19	7	al	al	PROPN
fbem-29702	19	8	.	.	PUNCT
fbem-29702	20	1	[	[	X
fbem-29702	20	2	1	1	X
fbem-29702	20	3	]	]	PUNCT
fbem-29702	20	4	innovatively	innovatively	ADV
fbem-29702	20	5	proposed	propose	VERB
fbem-29702	20	6	a	a	DET
fbem-29702	20	7	multi	multi	ADJ
fbem-29702	20	8	-	-	ADJ
fbem-29702	20	9	value	value	ADJ
fbem-29702	20	10	chain	chain	NOUN
fbem-29702	20	11	model	model	NOUN
fbem-29702	20	12	based	base	VERB
fbem-29702	20	13	on	on	ADP
fbem-29702	20	14	third	third	ADJ
fbem-29702	20	15	-	-	PUNCT
fbem-29702	20	16	party	party	NOUN
fbem-29702	20	17	platform	platform	NOUN
fbem-29702	20	18	data	datum	NOUN
fbem-29702	20	19	,	,	PUNCT
fbem-29702	20	20	aiming	aim	VERB
fbem-29702	20	21	at	at	ADP
fbem-29702	20	22	the	the	DET
fbem-29702	20	23	problems	problem	NOUN
fbem-29702	20	24	of	of	ADP
fbem-29702	20	25	relying	rely	VERB
fbem-29702	20	26	on	on	ADP
fbem-29702	20	27	manual	manual	ADJ
fbem-29702	20	28	experience	experience	NOUN
fbem-29702	20	29	,	,	PUNCT
fbem-29702	20	30	single	single	ADJ
fbem-29702	20	31	data	datum	NOUN
fbem-29702	20	32	and	and	CCONJ
fbem-29702	20	33	ignoring	ignore	VERB
fbem-29702	20	34	the	the	DET
fbem-29702	20	35	upstream	upstream	ADJ
fbem-29702	20	36	and	and	CCONJ
fbem-29702	20	37	downstream	downstream	ADJ
fbem-29702	20	38	links	link	NOUN
fbem-29702	20	39	of	of	ADP
fbem-29702	20	40	the	the	DET
fbem-29702	20	41	supply	supply	NOUN
fbem-29702	20	42	chain	chain	NOUN
fbem-29702	20	43	in	in	ADP
fbem-29702	20	44	traditional	traditional	ADJ
fbem-29702	20	45	parts	part	NOUN
fbem-29702	20	46	procurement	procurement	NOUN
fbem-29702	20	47	decision	decision	NOUN
fbem-29702	20	48	-	-	PUNCT
fbem-29702	20	49	making	making	NOUN
fbem-29702	20	50	,	,	PUNCT
fbem-29702	20	51	which	which	PRON
fbem-29702	20	52	resulted	result	VERB
fbem-29702	20	53	in	in	ADP
fbem-29702	20	54	insufficient	insufficient	ADJ
fbem-29702	20	55	prediction	prediction	NOUN
fbem-29702	20	56	accuracy	accuracy	NOUN
fbem-29702	20	57	and	and	CCONJ
fbem-29702	20	58	poor	poor	ADJ
fbem-29702	20	59	robustness	robustness	NOUN
fbem-29702	20	60	.	.	PUNCT
fbem-29702	21	1	this	this	DET
fbem-29702	21	2	model	model	NOUN
fbem-29702	21	3	combines	combine	VERB
fbem-29702	21	4	graph	graph	NOUN
fbem-29702	21	5	convolutional	convolutional	ADJ
fbem-29702	21	6	neural	neural	ADJ
fbem-29702	21	7	network	network	NOUN
fbem-29702	21	8	and	and	CCONJ
fbem-29702	21	9	long	long	ADJ
fbem-29702	21	10	and	and	CCONJ
fbem-29702	21	11	short	short	ADJ
fbem-29702	21	12	term	term	NOUN
fbem-29702	21	13	memory	memory	NOUN
fbem-29702	21	14	neural	neural	ADJ
fbem-29702	21	15	network	network	NOUN
fbem-29702	21	16	.	.	PUNCT
fbem-29702	22	1	by	by	ADP
fbem-29702	22	2	integrating	integrate	VERB
fbem-29702	22	3	the	the	DET
fbem-29702	22	4	historical	historical	ADJ
fbem-29702	22	5	data	datum	NOUN
fbem-29702	22	6	of	of	ADP
fbem-29702	22	7	the	the	DET
fbem-29702	22	8	core	core	NOUN
fbem-29702	22	9	manufacturer	manufacturer	NOUN
fbem-29702	22	10	and	and	CCONJ
fbem-29702	22	11	the	the	DET
fbem-29702	22	12	dealer	dealer	NOUN
fbem-29702	22	13	,	,	PUNCT
fbem-29702	22	14	the	the	DET
fbem-29702	22	15	prediction	prediction	NOUN
fbem-29702	22	16	ability	ability	NOUN
fbem-29702	22	17	is	be	AUX
fbem-29702	22	18	improved	improve	VERB
fbem-29702	22	19	,	,	PUNCT
fbem-29702	22	20	and	and	CCONJ
fbem-29702	22	21	the	the	DET
fbem-29702	22	22	rmse	rmse	PROPN
fbem-29702	22	23	evaluation	evaluation	NOUN
fbem-29702	22	24	index	index	NOUN
fbem-29702	22	25	has	have	AUX
fbem-29702	22	26	achieved	achieve	VERB
fbem-29702	22	27	a	a	DET
fbem-29702	22	28	significant	significant	ADJ
fbem-29702	22	29	improvement	improvement	NOUN
fbem-29702	22	30	of	of	ADP
fbem-29702	22	31	3	3	NUM
fbem-29702	22	32	%	%	NOUN
fbem-29702	22	33	.	.	PUNCT
fbem-29702	23	1	similarly	similarly	ADV
fbem-29702	23	2	,	,	PUNCT
fbem-29702	23	3	li	li	PROPN
fbem-29702	23	4	yuqing	yuqe	VERB
fbem-29702	23	5	et	et	PROPN
fbem-29702	23	6	al	al	PROPN
fbem-29702	23	7	.	.	PUNCT
fbem-29702	24	1	[	[	X
fbem-29702	24	2	2	2	X
fbem-29702	24	3	]	]	PUNCT
fbem-29702	24	4	also	also	ADV
fbem-29702	24	5	pointed	point	VERB
fbem-29702	24	6	out	out	ADP
fbem-29702	24	7	that	that	SCONJ
fbem-29702	24	8	the	the	DET
fbem-29702	24	9	traditional	traditional	ADJ
fbem-29702	24	10	manual	manual	ADJ
fbem-29702	24	11	experience	experience	NOUN
fbem-29702	24	12	decision	decision	NOUN
fbem-29702	24	13	-	-	PUNCT
fbem-29702	24	14	making	make	VERB
fbem-29702	24	15	method	method	NOUN
fbem-29702	24	16	of	of	ADP
fbem-29702	24	17	automobile	automobile	NOUN
fbem-29702	24	18	manufacturing	manufacturing	NOUN
fbem-29702	24	19	enterprises	enterprise	NOUN
fbem-29702	24	20	lacks	lack	VERB
fbem-29702	24	21	scientific	scientific	ADJ
fbem-29702	24	22	basis	basis	NOUN
fbem-29702	24	23	and	and	CCONJ
fbem-29702	24	24	is	be	AUX
fbem-29702	24	25	easy	easy	ADJ
fbem-29702	24	26	to	to	PART
fbem-29702	24	27	lead	lead	VERB
fbem-29702	24	28	to	to	ADP
fbem-29702	24	29	the	the	DET
fbem-29702	24	30	imbalance	imbalance	NOUN
fbem-29702	24	31	between	between	ADP
fbem-29702	24	32	supply	supply	NOUN
fbem-29702	24	33	and	and	CCONJ
fbem-29702	24	34	demand	demand	NOUN
fbem-29702	24	35	of	of	ADP
fbem-29702	24	36	spare	spare	ADJ
fbem-29702	24	37	parts	part	NOUN
fbem-29702	24	38	.	.	PUNCT
fbem-29702	25	1	they	they	PRON
fbem-29702	25	2	actively	actively	ADV
fbem-29702	25	3	introduced	introduce	VERB
fbem-29702	25	4	intelligent	intelligent	ADJ
fbem-29702	25	5	technology	technology	NOUN
fbem-29702	25	6	for	for	ADP
fbem-29702	25	7	optimizing	optimize	VERB
fbem-29702	25	8	decision	decision	NOUN
fbem-29702	25	9	-	-	PUNCT
fbem-29702	25	10	making	making	NOUN
fbem-29702	25	11	and	and	CCONJ
fbem-29702	25	12	developed	develop	VERB
fbem-29702	25	13	an	an	DET
fbem-29702	25	14	intelligent	intelligent	ADJ
fbem-29702	25	15	service	service	NOUN
fbem-29702	25	16	system	system	NOUN
fbem-29702	25	17	for	for	ADP
fbem-29702	25	18	spare	spare	ADJ
fbem-29702	25	19	parts	part	NOUN
fbem-29702	25	20	inventory	inventory	NOUN
fbem-29702	25	21	decisionmaking	decisionmake	VERB
fbem-29702	25	22	by	by	ADP
fbem-29702	25	23	making	make	VERB
fbem-29702	25	24	full	full	ADJ
fbem-29702	25	25	use	use	NOUN
fbem-29702	25	26	of	of	ADP
fbem-29702	25	27	real	real	ADJ
fbem-29702	25	28	business	business	NOUN
fbem-29702	25	29	data	datum	NOUN
fbem-29702	25	30	.	.	PUNCT
fbem-29702	26	1	this	this	DET
fbem-29702	26	2	system	system	NOUN
fbem-29702	26	3	provides	provide	VERB
fbem-29702	26	4	scientific	scientific	ADJ
fbem-29702	26	5	and	and	CCONJ
fbem-29702	26	6	accurate	accurate	ADJ
fbem-29702	26	7	inventory	inventory	NOUN
fbem-29702	26	8	optimization	optimization	NOUN
fbem-29702	26	9	decision	decision	NOUN
fbem-29702	26	10	support	support	NOUN
fbem-29702	26	11	for	for	ADP
fbem-29702	26	12	manufacturing	manufacturing	NOUN
fbem-29702	26	13	enterprises	enterprise	NOUN
fbem-29702	26	14	,	,	PUNCT
fbem-29702	26	15	effectively	effectively	ADV
fbem-29702	26	16	helps	help	VERB
fbem-29702	26	17	enterprises	enterprise	NOUN
fbem-29702	26	18	optimize	optimize	VERB
fbem-29702	26	19	inventory	inventory	NOUN
fbem-29702	26	20	management	management	NOUN
fbem-29702	26	21	process	process	NOUN
fbem-29702	26	22	,	,	PUNCT
fbem-29702	26	23	reduces	reduce	VERB
fbem-29702	26	24	inventory	inventory	NOUN
fbem-29702	26	25	costs	cost	NOUN
fbem-29702	26	26	,	,	PUNCT
fbem-29702	26	27	improves	improve	VERB
fbem-29702	26	28	profits	profit	NOUN
fbem-29702	26	29	,	,	PUNCT
fbem-29702	26	30	and	and	CCONJ
fbem-29702	26	31	significantly	significantly	ADV
fbem-29702	26	32	improves	improve	VERB
fbem-29702	26	33	the	the	DET
fbem-29702	26	34	intelligent	intelligent	ADJ
fbem-29702	26	35	level	level	NOUN
fbem-29702	26	36	of	of	ADP
fbem-29702	26	37	inventory	inventory	NOUN
fbem-29702	26	38	management	management	NOUN
fbem-29702	26	39	,	,	PUNCT
fbem-29702	26	40	thus	thus	ADV
fbem-29702	26	41	enhancing	enhance	VERB
fbem-29702	26	42	the	the	DET
fbem-29702	26	43	market	market	NOUN
fbem-29702	26	44	competitiveness	competitiveness	NOUN
fbem-29702	26	45	of	of	ADP
fbem-29702	26	46	enterprises	enterprise	NOUN
fbem-29702	26	47	.	.	PUNCT
fbem-29702	27	1	yan	yan	PROPN
fbem-29702	27	2	weijun	weijun	PROPN
fbem-29702	28	1	[	[	X
fbem-29702	28	2	3	3	X
fbem-29702	28	3	]	]	PUNCT
fbem-29702	28	4	et	et	PROPN
fbem-29702	28	5	al	al	PROPN
fbem-29702	28	6	.	.	PROPN
fbem-29702	28	7	proposed	propose	VERB
fbem-29702	28	8	a	a	DET
fbem-29702	28	9	forecasting	forecasting	NOUN
fbem-29702	28	10	model	model	NOUN
fbem-29702	28	11	based	base	VERB
fbem-29702	28	12	on	on	ADP
fbem-29702	28	13	long	long	ADJ
fbem-29702	28	14	and	and	CCONJ
fbem-29702	28	15	short	short	ADJ
fbem-29702	28	16	term	term	NOUN
fbem-29702	28	17	memory	memory	NOUN
fbem-29702	28	18	(	(	PUNCT
fbem-29702	28	19	lstm	lstm	NOUN
fbem-29702	28	20	)	)	PUNCT
fbem-29702	28	21	in	in	ADP
fbem-29702	28	22	order	order	NOUN
fbem-29702	28	23	to	to	PART
fbem-29702	28	24	solve	solve	VERB
fbem-29702	28	25	the	the	DET
fbem-29702	28	26	two	two	NUM
fbem-29702	28	27	prominent	prominent	ADJ
fbem-29702	28	28	and	and	CCONJ
fbem-29702	28	29	difficult	difficult	ADJ
fbem-29702	28	30	problems	problem	NOUN
fbem-29702	28	31	plaguing	plague	VERB
fbem-29702	28	32	auto	auto	NOUN
fbem-29702	28	33	parts	part	NOUN
fbem-29702	28	34	enterprises	enterprise	NOUN
fbem-29702	28	35	,	,	PUNCT
fbem-29702	28	36	namely	namely	ADV
fbem-29702	28	37	,	,	PUNCT
fbem-29702	28	38	the	the	DET
fbem-29702	28	39	low	low	ADJ
fbem-29702	28	40	timely	timely	ADJ
fbem-29702	28	41	supply	supply	NOUN
fbem-29702	28	42	rate	rate	NOUN
fbem-29702	28	43	and	and	CCONJ
fbem-29702	28	44	the	the	DET
fbem-29702	28	45	serious	serious	ADJ
fbem-29702	28	46	inventory	inventory	NOUN
fbem-29702	28	47	overhang	overhang	NOUN
fbem-29702	28	48	.	.	PUNCT
fbem-29702	29	1	for	for	ADP
fbem-29702	29	2	auto	auto	NOUN
fbem-29702	29	3	parts	part	NOUN
fbem-29702	29	4	with	with	ADP
fbem-29702	29	5	long	long	ADJ
fbem-29702	29	6	replacement	replacement	NOUN
fbem-29702	29	7	cycle	cycle	NOUN
fbem-29702	29	8	and	and	CCONJ
fbem-29702	29	9	small	small	ADJ
fbem-29702	29	10	data	datum	NOUN
fbem-29702	29	11	scale	scale	NOUN
fbem-29702	29	12	,	,	PUNCT
fbem-29702	29	13	a	a	DET
fbem-29702	29	14	multi	multi	ADJ
fbem-29702	29	15	-	-	ADJ
fbem-29702	29	16	model	model	ADJ
fbem-29702	29	17	fusion	fusion	NOUN
fbem-29702	29	18	prediction	prediction	NOUN
fbem-29702	29	19	model	model	NOUN
fbem-29702	29	20	based	base	VERB
fbem-29702	29	21	on	on	ADP
fbem-29702	29	22	machine	machine	NOUN
fbem-29702	29	23	learning	learning	NOUN
fbem-29702	29	24	was	be	AUX
fbem-29702	29	25	proposed	propose	VERB
fbem-29702	29	26	,	,	PUNCT
fbem-29702	29	27	and	and	CCONJ
fbem-29702	29	28	the	the	DET
fbem-29702	29	29	algorithm	algorithm	NOUN
fbem-29702	29	30	was	be	AUX
fbem-29702	29	31	verified	verify	VERB
fbem-29702	29	32	by	by	ADP
fbem-29702	29	33	experiments	experiment	NOUN
fbem-29702	29	34	,	,	PUNCT
fbem-29702	29	35	and	and	CCONJ
fbem-29702	29	36	the	the	DET
fbem-29702	29	37	experimental	experimental	ADJ
fbem-29702	29	38	results	result	NOUN
fbem-29702	29	39	showed	show	VERB
fbem-29702	29	40	that	that	SCONJ
fbem-29702	29	41	it	it	PRON
fbem-29702	29	42	was	be	AUX
fbem-29702	29	43	relatively	relatively	ADV
fbem-29702	29	44	reliable	reliable	ADJ
fbem-29702	29	45	.	.	PUNCT
fbem-29702	30	1	therefore	therefore	ADV
fbem-29702	30	2	,	,	PUNCT
fbem-29702	30	3	the	the	DET
fbem-29702	30	4	application	application	NOUN
fbem-29702	30	5	of	of	ADP
fbem-29702	30	6	machine	machine	NOUN
fbem-29702	30	7	learning	learning	NOUN
fbem-29702	30	8	and	and	CCONJ
fbem-29702	30	9	artificial	artificial	ADJ
fbem-29702	30	10	intelligence	intelligence	NOUN
fbem-29702	30	11	methods	method	NOUN
fbem-29702	30	12	in	in	ADP
fbem-29702	30	13	the	the	DET
fbem-29702	30	14	field	field	NOUN
fbem-29702	30	15	of	of	ADP
fbem-29702	30	16	parts	part	NOUN
fbem-29702	30	17	prediction	prediction	NOUN
fbem-29702	30	18	not	not	PART
fbem-29702	30	19	only	only	ADV
fbem-29702	30	20	improves	improve	VERB
fbem-29702	30	21	the	the	DET
fbem-29702	30	22	prediction	prediction	NOUN
fbem-29702	30	23	accuracy	accuracy	NOUN
fbem-29702	30	24	and	and	CCONJ
fbem-29702	30	25	robustness	robustness	NOUN
fbem-29702	30	26	,	,	PUNCT
fbem-29702	30	27	but	but	CCONJ
fbem-29702	30	28	also	also	ADV
fbem-29702	30	29	provides	provide	VERB
fbem-29702	30	30	a	a	DET
fbem-29702	30	31	scientific	scientific	ADJ
fbem-29702	30	32	decision	decision	NOUN
fbem-29702	30	33	-	-	PUNCT
fbem-29702	30	34	making	make	VERB
fbem-29702	30	35	basis	basis	NOUN
fbem-29702	30	36	for	for	ADP
fbem-29702	30	37	automobile	automobile	NOUN
fbem-29702	30	38	manufacturing	manufacturing	NOUN
fbem-29702	30	39	enterprises	enterprise	NOUN
fbem-29702	30	40	,	,	PUNCT
fbem-29702	30	41	and	and	CCONJ
fbem-29702	30	42	promotes	promote	VERB
fbem-29702	30	43	the	the	DET
fbem-29702	30	44	development	development	NOUN
fbem-29702	30	45	of	of	ADP
fbem-29702	30	46	167	167	NUM
fbem-29702	30	47	inventory	inventory	NOUN
fbem-29702	30	48	management	management	NOUN
fbem-29702	30	49	to	to	ADP
fbem-29702	30	50	the	the	DET
fbem-29702	30	51	direction	direction	NOUN
fbem-29702	30	52	of	of	ADP
fbem-29702	30	53	intelligence	intelligence	NOUN
fbem-29702	30	54	and	and	CCONJ
fbem-29702	30	55	high	high	ADJ
fbem-29702	30	56	efficiency	efficiency	NOUN
fbem-29702	30	57	.	.	PUNCT
fbem-29702	31	1	to	to	PART
fbem-29702	31	2	sum	sum	VERB
fbem-29702	31	3	up	up	ADP
fbem-29702	31	4	,	,	PUNCT
fbem-29702	31	5	the	the	DET
fbem-29702	31	6	core	core	ADJ
fbem-29702	31	7	goal	goal	NOUN
fbem-29702	31	8	of	of	ADP
fbem-29702	31	9	this	this	DET
fbem-29702	31	10	paper	paper	NOUN
fbem-29702	31	11	is	be	AUX
fbem-29702	31	12	to	to	PART
fbem-29702	31	13	develop	develop	VERB
fbem-29702	31	14	a	a	DET
fbem-29702	31	15	machine	machine	NOUN
fbem-29702	31	16	learning	learn	VERB
fbem-29702	31	17	technology	technology	NOUN
fbem-29702	31	18	-	-	PUNCT
fbem-29702	31	19	based	base	VERB
fbem-29702	31	20	automotive	automotive	ADJ
fbem-29702	31	21	aftermarket	aftermarket	NOUN
fbem-29702	31	22	parts	part	NOUN
fbem-29702	31	23	pricing	pricing	NOUN
fbem-29702	31	24	model	model	NOUN
fbem-29702	31	25	,	,	PUNCT
fbem-29702	31	26	aiming	aim	VERB
fbem-29702	31	27	to	to	PART
fbem-29702	31	28	overcome	overcome	VERB
fbem-29702	31	29	the	the	DET
fbem-29702	31	30	limitations	limitation	NOUN
fbem-29702	31	31	of	of	ADP
fbem-29702	31	32	traditional	traditional	ADJ
fbem-29702	31	33	pricing	pricing	NOUN
fbem-29702	31	34	means	mean	NOUN
fbem-29702	31	35	.	.	PUNCT
fbem-29702	32	1	this	this	DET
fbem-29702	32	2	model	model	NOUN
fbem-29702	32	3	will	will	AUX
fbem-29702	32	4	integrate	integrate	VERB
fbem-29702	32	5	diversified	diversified	ADJ
fbem-29702	32	6	data	datum	NOUN
fbem-29702	32	7	sources	source	NOUN
fbem-29702	32	8	and	and	CCONJ
fbem-29702	32	9	information	information	NOUN
fbem-29702	32	10	of	of	ADP
fbem-29702	32	11	different	different	ADJ
fbem-29702	32	12	structures	structure	NOUN
fbem-29702	32	13	,	,	PUNCT
fbem-29702	32	14	and	and	CCONJ
fbem-29702	32	15	adopt	adopt	VERB
fbem-29702	32	16	advanced	advanced	ADJ
fbem-29702	32	17	machine	machine	NOUN
fbem-29702	32	18	learning	learn	VERB
fbem-29702	32	19	algorithms	algorithm	NOUN
fbem-29702	32	20	to	to	PART
fbem-29702	32	21	create	create	VERB
fbem-29702	32	22	a	a	DET
fbem-29702	32	23	pricing	pricing	NOUN
fbem-29702	32	24	solution	solution	NOUN
fbem-29702	32	25	with	with	ADP
fbem-29702	32	26	self	self	NOUN
fbem-29702	32	27	-	-	PUNCT
fbem-29702	32	28	learning	learn	VERB
fbem-29702	32	29	and	and	CCONJ
fbem-29702	32	30	continuous	continuous	ADJ
fbem-29702	32	31	optimization	optimization	NOUN
fbem-29702	32	32	ability	ability	NOUN
fbem-29702	32	33	.	.	PUNCT
fbem-29702	33	1	the	the	DET
fbem-29702	33	2	solution	solution	NOUN
fbem-29702	33	3	aims	aim	VERB
fbem-29702	33	4	to	to	PART
fbem-29702	33	5	provide	provide	VERB
fbem-29702	33	6	companies	company	NOUN
fbem-29702	33	7	with	with	ADP
fbem-29702	33	8	accurate	accurate	ADJ
fbem-29702	33	9	and	and	CCONJ
fbem-29702	33	10	flexible	flexible	ADJ
fbem-29702	33	11	pricing	pricing	NOUN
fbem-29702	33	12	strategies	strategy	NOUN
fbem-29702	33	13	to	to	PART
fbem-29702	33	14	respond	respond	VERB
fbem-29702	33	15	to	to	ADP
fbem-29702	33	16	market	market	NOUN
fbem-29702	33	17	changes	change	NOUN
fbem-29702	33	18	.	.	PUNCT
fbem-29702	34	1	this	this	DET
fbem-29702	34	2	research	research	NOUN
fbem-29702	34	3	is	be	AUX
fbem-29702	34	4	not	not	PART
fbem-29702	34	5	only	only	ADV
fbem-29702	34	6	expected	expect	VERB
fbem-29702	34	7	to	to	PART
fbem-29702	34	8	significantly	significantly	ADV
fbem-29702	34	9	improve	improve	VERB
fbem-29702	34	10	the	the	DET
fbem-29702	34	11	efficiency	efficiency	NOUN
fbem-29702	34	12	and	and	CCONJ
fbem-29702	34	13	accuracy	accuracy	NOUN
fbem-29702	34	14	of	of	ADP
fbem-29702	34	15	pricing	pricing	NOUN
fbem-29702	34	16	decisions	decision	NOUN
fbem-29702	34	17	of	of	ADP
fbem-29702	34	18	enterprises	enterprise	NOUN
fbem-29702	34	19	,	,	PUNCT
fbem-29702	34	20	but	but	CCONJ
fbem-29702	34	21	also	also	ADV
fbem-29702	34	22	aims	aim	VERB
fbem-29702	34	23	to	to	PART
fbem-29702	34	24	contribute	contribute	VERB
fbem-29702	34	25	theoretical	theoretical	ADJ
fbem-29702	34	26	insights	insight	NOUN
fbem-29702	34	27	and	and	CCONJ
fbem-29702	34	28	practical	practical	ADJ
fbem-29702	34	29	wisdom	wisdom	NOUN
fbem-29702	34	30	to	to	ADP
fbem-29702	34	31	the	the	DET
fbem-29702	34	32	steady	steady	ADJ
fbem-29702	34	33	development	development	NOUN
fbem-29702	34	34	of	of	ADP
fbem-29702	34	35	the	the	DET
fbem-29702	34	36	automotive	automotive	ADJ
fbem-29702	34	37	aftermarket	aftermarket	NOUN
fbem-29702	34	38	.	.	PUNCT
fbem-29702	35	1	2	2	X
fbem-29702	35	2	.	.	X
fbem-29702	35	3	research	research	NOUN
fbem-29702	35	4	methods	method	NOUN
fbem-29702	35	5	the	the	DET
fbem-29702	35	6	research	research	NOUN
fbem-29702	35	7	method	method	NOUN
fbem-29702	35	8	proposed	propose	VERB
fbem-29702	35	9	in	in	ADP
fbem-29702	35	10	this	this	DET
fbem-29702	35	11	paper	paper	NOUN
fbem-29702	35	12	includes	include	VERB
fbem-29702	35	13	four	four	NUM
fbem-29702	35	14	main	main	ADJ
fbem-29702	35	15	parts	part	NOUN
fbem-29702	35	16	:	:	PUNCT
fbem-29702	35	17	pricing	price	VERB
fbem-29702	35	18	index	index	NOUN
fbem-29702	35	19	system	system	NOUN
fbem-29702	35	20	construction	construction	NOUN
fbem-29702	35	21	,	,	PUNCT
fbem-29702	35	22	data	data	NOUN
fbem-29702	35	23	collection	collection	NOUN
fbem-29702	35	24	,	,	PUNCT
fbem-29702	35	25	data	datum	NOUN
fbem-29702	35	26	preprocessing	preprocessing	NOUN
fbem-29702	35	27	and	and	CCONJ
fbem-29702	35	28	feature	feature	NOUN
fbem-29702	35	29	engineering	engineering	NOUN
fbem-29702	35	30	,	,	PUNCT
fbem-29702	35	31	and	and	CCONJ
fbem-29702	35	32	pricing	pricing	NOUN
fbem-29702	35	33	model	model	NOUN
fbem-29702	35	34	design	design	NOUN
fbem-29702	35	35	based	base	VERB
fbem-29702	35	36	on	on	ADP
fbem-29702	35	37	machine	machine	NOUN
fbem-29702	35	38	learning	learning	NOUN
fbem-29702	35	39	model	model	NOUN
fbem-29702	35	40	.	.	PUNCT
fbem-29702	36	1	the	the	DET
fbem-29702	36	2	construction	construction	NOUN
fbem-29702	36	3	of	of	ADP
fbem-29702	36	4	the	the	DET
fbem-29702	36	5	pricing	pricing	NOUN
fbem-29702	36	6	index	index	NOUN
fbem-29702	36	7	system	system	NOUN
fbem-29702	36	8	is	be	AUX
fbem-29702	36	9	mainly	mainly	ADV
fbem-29702	36	10	based	base	VERB
fbem-29702	36	11	on	on	ADP
fbem-29702	36	12	the	the	DET
fbem-29702	36	13	big	big	ADJ
fbem-29702	36	14	data	data	PROPN
fbem-29702	36	15	recommendation	recommendation	NOUN
fbem-29702	36	16	technology	technology	NOUN
fbem-29702	36	17	to	to	PART
fbem-29702	36	18	determine	determine	VERB
fbem-29702	36	19	the	the	DET
fbem-29702	36	20	index	index	NOUN
fbem-29702	36	21	system	system	NOUN
fbem-29702	36	22	affecting	affect	VERB
fbem-29702	36	23	the	the	DET
fbem-29702	36	24	after	after	ADP
fbem-29702	36	25	-	-	PUNCT
fbem-29702	36	26	sales	sale	NOUN
fbem-29702	36	27	parts	part	NOUN
fbem-29702	36	28	,	,	PUNCT
fbem-29702	36	29	and	and	CCONJ
fbem-29702	36	30	the	the	DET
fbem-29702	36	31	data	data	NOUN
fbem-29702	36	32	collection	collection	NOUN
fbem-29702	36	33	is	be	AUX
fbem-29702	36	34	based	base	VERB
fbem-29702	36	35	on	on	ADP
fbem-29702	36	36	the	the	DET
fbem-29702	36	37	index	index	NOUN
fbem-29702	36	38	system	system	NOUN
fbem-29702	36	39	architecture	architecture	NOUN
fbem-29702	36	40	to	to	PART
fbem-29702	36	41	find	find	VERB
fbem-29702	36	42	the	the	DET
fbem-29702	36	43	data	datum	NOUN
fbem-29702	36	44	;	;	PUNCT
fbem-29702	36	45	data	datum	NOUN
fbem-29702	36	46	sources	source	NOUN
fbem-29702	36	47	include	include	VERB
fbem-29702	36	48	but	but	CCONJ
fbem-29702	36	49	are	be	AUX
fbem-29702	36	50	not	not	PART
fbem-29702	36	51	limited	limit	VERB
fbem-29702	36	52	to	to	ADP
fbem-29702	36	53	relevant	relevant	ADJ
fbem-29702	36	54	data	datum	NOUN
fbem-29702	36	55	websites	website	NOUN
fbem-29702	36	56	and	and	CCONJ
fbem-29702	36	57	authoritative	authoritative	ADJ
fbem-29702	36	58	reports	report	NOUN
fbem-29702	36	59	,	,	PUNCT
fbem-29702	36	60	etc	etc	X
fbem-29702	36	61	.	.	X
fbem-29702	36	62	data	datum	NOUN
fbem-29702	36	63	fields	field	NOUN
fbem-29702	36	64	include	include	VERB
fbem-29702	36	65	cost	cost	NOUN
fbem-29702	36	66	data	datum	NOUN
fbem-29702	36	67	,	,	PUNCT
fbem-29702	36	68	sales	sale	NOUN
fbem-29702	36	69	data	datum	NOUN
fbem-29702	36	70	,	,	PUNCT
fbem-29702	36	71	etc	etc	X
fbem-29702	36	72	.	.	X
fbem-29702	36	73	;	;	PUNCT
fbem-29702	36	74	in	in	ADP
fbem-29702	36	75	terms	term	NOUN
fbem-29702	36	76	of	of	ADP
fbem-29702	36	77	data	datum	NOUN
fbem-29702	36	78	preprocessing	preprocessing	NOUN
fbem-29702	36	79	and	and	CCONJ
fbem-29702	36	80	feature	feature	NOUN
fbem-29702	36	81	engineering	engineering	NOUN
fbem-29702	36	82	,	,	PUNCT
fbem-29702	36	83	firstly	firstly	ADV
fbem-29702	36	84	,	,	PUNCT
fbem-29702	36	85	the	the	DET
fbem-29702	36	86	collected	collect	VERB
fbem-29702	36	87	data	datum	NOUN
fbem-29702	36	88	are	be	AUX
fbem-29702	36	89	processed	process	VERB
fbem-29702	36	90	with	with	ADP
fbem-29702	36	91	outliers	outlier	NOUN
fbem-29702	36	92	,	,	PUNCT
fbem-29702	36	93	missing	miss	VERB
fbem-29702	36	94	values	value	NOUN
fbem-29702	36	95	and	and	CCONJ
fbem-29702	36	96	data	datum	NOUN
fbem-29702	36	97	normalization	normalization	NOUN
fbem-29702	36	98	.	.	PUNCT
fbem-29702	37	1	in	in	ADP
fbem-29702	37	2	terms	term	NOUN
fbem-29702	37	3	of	of	ADP
fbem-29702	37	4	feature	feature	NOUN
fbem-29702	37	5	engineering	engineering	NOUN
fbem-29702	37	6	,	,	PUNCT
fbem-29702	37	7	based	base	VERB
fbem-29702	37	8	on	on	ADP
fbem-29702	37	9	the	the	DET
fbem-29702	37	10	pricing	pricing	NOUN
fbem-29702	37	11	index	index	NOUN
fbem-29702	37	12	system	system	NOUN
fbem-29702	37	13	,	,	PUNCT
fbem-29702	37	14	the	the	DET
fbem-29702	37	15	feature	feature	NOUN
fbem-29702	37	16	engineering	engineering	NOUN
fbem-29702	37	17	mathematical	mathematical	ADJ
fbem-29702	37	18	operation	operation	NOUN
fbem-29702	37	19	is	be	AUX
fbem-29702	37	20	carried	carry	VERB
fbem-29702	37	21	out	out	ADP
fbem-29702	37	22	according	accord	VERB
fbem-29702	37	23	to	to	ADP
fbem-29702	37	24	the	the	DET
fbem-29702	37	25	principle	principle	NOUN
fbem-29702	37	26	of	of	ADP
fbem-29702	37	27	the	the	DET
fbem-29702	37	28	simplest	simple	ADJ
fbem-29702	37	29	constraint	constraint	NOUN
fbem-29702	37	30	to	to	PART
fbem-29702	37	31	obtain	obtain	VERB
fbem-29702	37	32	the	the	DET
fbem-29702	37	33	optimal	optimal	ADJ
fbem-29702	37	34	feature	feature	NOUN
fbem-29702	37	35	data	datum	NOUN
fbem-29702	37	36	and	and	CCONJ
fbem-29702	37	37	pricing	pricing	NOUN
fbem-29702	37	38	index	index	NOUN
fbem-29702	37	39	system	system	NOUN
fbem-29702	37	40	;	;	PUNCT
fbem-29702	37	41	the	the	DET
fbem-29702	37	42	pricing	pricing	NOUN
fbem-29702	37	43	model	model	NOUN
fbem-29702	37	44	based	base	VERB
fbem-29702	37	45	on	on	ADP
fbem-29702	37	46	machine	machine	NOUN
fbem-29702	37	47	learning	learning	NOUN
fbem-29702	37	48	model	model	NOUN
fbem-29702	37	49	is	be	AUX
fbem-29702	37	50	mainly	mainly	ADV
fbem-29702	37	51	based	base	VERB
fbem-29702	37	52	on	on	ADP
fbem-29702	37	53	the	the	DET
fbem-29702	37	54	optimized	optimize	VERB
fbem-29702	37	55	index	index	NOUN
fbem-29702	37	56	system	system	NOUN
fbem-29702	37	57	and	and	CCONJ
fbem-29702	37	58	data	datum	NOUN
fbem-29702	37	59	to	to	PART
fbem-29702	37	60	select	select	VERB
fbem-29702	37	61	the	the	DET
fbem-29702	37	62	most	most	ADV
fbem-29702	37	63	suitable	suitable	ADJ
fbem-29702	37	64	machine	machine	NOUN
fbem-29702	37	65	learning	learning	NOUN
fbem-29702	37	66	method	method	NOUN
fbem-29702	37	67	.	.	PUNCT
fbem-29702	38	1	the	the	DET
fbem-29702	38	2	research	research	NOUN
fbem-29702	38	3	roadmap	roadmap	NOUN
fbem-29702	38	4	of	of	ADP
fbem-29702	38	5	this	this	DET
fbem-29702	38	6	paper	paper	NOUN
fbem-29702	38	7	is	be	AUX
fbem-29702	38	8	shown	show	VERB
fbem-29702	38	9	in	in	ADP
fbem-29702	38	10	figure	figure	NOUN
fbem-29702	38	11	1	1	NUM
fbem-29702	38	12	below	below	ADV
fbem-29702	38	13	.	.	PUNCT
fbem-29702	39	1	figure	figure	NOUN
fbem-29702	39	2	1	1	NUM
fbem-29702	39	3	.	.	PUNCT
fbem-29702	39	4	research	research	NOUN
fbem-29702	39	5	roadmap	roadmap	NOUN
fbem-29702	39	6	of	of	ADP
fbem-29702	39	7	this	this	DET
fbem-29702	39	8	paper	paper	NOUN
fbem-29702	39	9	2.1	2.1	NUM
fbem-29702	39	10	.	.	PUNCT
fbem-29702	40	1	selection	selection	NOUN
fbem-29702	40	2	of	of	ADP
fbem-29702	40	3	parts	part	NOUN
fbem-29702	40	4	pricing	pricing	NOUN
fbem-29702	40	5	index	index	NOUN
fbem-29702	40	6	after	after	ADP
fbem-29702	40	7	the	the	DET
fbem-29702	40	8	screening	screening	NOUN
fbem-29702	40	9	and	and	CCONJ
fbem-29702	40	10	recommendation	recommendation	NOUN
fbem-29702	40	11	of	of	ADP
fbem-29702	40	12	big	big	ADJ
fbem-29702	40	13	data	datum	NOUN
fbem-29702	40	14	,	,	PUNCT
fbem-29702	40	15	the	the	DET
fbem-29702	40	16	after	after	ADP
fbem-29702	40	17	-	-	PUNCT
fbem-29702	40	18	sales	sale	NOUN
fbem-29702	40	19	parts	part	NOUN
fbem-29702	40	20	pricing	pricing	NOUN
fbem-29702	40	21	index	index	NOUN
fbem-29702	40	22	system	system	NOUN
fbem-29702	40	23	selected	select	VERB
fbem-29702	40	24	in	in	ADP
fbem-29702	40	25	this	this	DET
fbem-29702	40	26	paper	paper	NOUN
fbem-29702	40	27	is	be	AUX
fbem-29702	40	28	"	"	PUNCT
fbem-29702	40	29	1	1	NUM
fbem-29702	40	30	+	+	NOUN
fbem-29702	40	31	4	4	NUM
fbem-29702	40	32	+	+	NOUN
fbem-29702	40	33	8	8	NUM
fbem-29702	40	34	"	"	PUNCT
fbem-29702	40	35	,	,	PUNCT
fbem-29702	40	36	that	that	ADV
fbem-29702	40	37	is	is	ADV
fbem-29702	40	38	,	,	PUNCT
fbem-29702	40	39	1	1	NUM
fbem-29702	40	40	first	first	ADJ
fbem-29702	40	41	-	-	PUNCT
fbem-29702	40	42	level	level	NOUN
fbem-29702	40	43	indicator	indicator	NOUN
fbem-29702	40	44	,	,	PUNCT
fbem-29702	40	45	4	4	NUM
fbem-29702	40	46	second	second	ADJ
fbem-29702	40	47	-	-	PUNCT
fbem-29702	40	48	level	level	NOUN
fbem-29702	40	49	indicators	indicator	NOUN
fbem-29702	40	50	and	and	CCONJ
fbem-29702	40	51	8	8	NUM
fbem-29702	40	52	third	third	ADJ
fbem-29702	40	53	-	-	PUNCT
fbem-29702	40	54	level	level	NOUN
fbem-29702	40	55	indicators	indicator	NOUN
fbem-29702	40	56	.	.	PUNCT
fbem-29702	41	1	the	the	DET
fbem-29702	41	2	after	after	ADP
fbem-29702	41	3	-	-	PUNCT
fbem-29702	41	4	sales	sale	NOUN
fbem-29702	41	5	parts	part	NOUN
fbem-29702	41	6	pricing	pricing	NOUN
fbem-29702	41	7	index	index	NOUN
fbem-29702	41	8	system	system	NOUN
fbem-29702	41	9	is	be	AUX
fbem-29702	41	10	shown	show	VERB
fbem-29702	41	11	in	in	ADP
fbem-29702	41	12	figure	figure	NOUN
fbem-29702	41	13	2	2	NUM
fbem-29702	41	14	below	below	ADV
fbem-29702	41	15	.	.	PUNCT
fbem-29702	42	1	figure	figure	NOUN
fbem-29702	42	2	2	2	NUM
fbem-29702	42	3	.	.	PUNCT
fbem-29702	43	1	after	after	ADP
fbem-29702	43	2	-	-	PUNCT
fbem-29702	43	3	sale	sale	NOUN
fbem-29702	43	4	parts	part	NOUN
fbem-29702	43	5	pricing	pricing	NOUN
fbem-29702	43	6	index	index	NOUN
fbem-29702	43	7	system	system	NOUN
fbem-29702	43	8	(	(	PUNCT
fbem-29702	43	9	1	1	X
fbem-29702	43	10	)	)	PUNCT
fbem-29702	43	11	brand	brand	NOUN
fbem-29702	43	12	and	and	CCONJ
fbem-29702	43	13	quality	quality	NOUN
fbem-29702	43	14	accessory	accessory	NOUN
fbem-29702	43	15	brand	brand	NOUN
fbem-29702	43	16	:	:	PUNCT
fbem-29702	43	17	different	different	ADJ
fbem-29702	43	18	brands	brand	NOUN
fbem-29702	43	19	of	of	ADP
fbem-29702	43	20	accessories	accessory	NOUN
fbem-29702	43	21	have	have	VERB
fbem-29702	43	22	differences	difference	NOUN
fbem-29702	43	23	in	in	ADP
fbem-29702	43	24	price	price	NOUN
fbem-29702	43	25	,	,	PUNCT
fbem-29702	43	26	quality	quality	NOUN
fbem-29702	43	27	,	,	PUNCT
fbem-29702	43	28	performance	performance	NOUN
fbem-29702	43	29	and	and	CCONJ
fbem-29702	43	30	so	so	ADV
fbem-29702	43	31	on	on	ADP
fbem-29702	43	32	.	.	PUNCT
fbem-29702	44	1	wellknown	wellknown	PROPN
fbem-29702	44	2	brands	brand	NOUN
fbem-29702	44	3	usually	usually	ADV
fbem-29702	44	4	have	have	VERB
fbem-29702	44	5	higher	high	ADJ
fbem-29702	44	6	quality	quality	NOUN
fbem-29702	44	7	assurance	assurance	NOUN
fbem-29702	44	8	and	and	CCONJ
fbem-29702	44	9	after	after	ADP
fbem-29702	44	10	-	-	PUNCT
fbem-29702	44	11	sales	sale	NOUN
fbem-29702	44	12	service	service	NOUN
fbem-29702	44	13	,	,	PUNCT
fbem-29702	44	14	but	but	CCONJ
fbem-29702	44	15	prices	price	NOUN
fbem-29702	44	16	can	can	AUX
fbem-29702	44	17	also	also	ADV
fbem-29702	44	18	be	be	AUX
fbem-29702	44	19	relatively	relatively	ADV
fbem-29702	44	20	high	high	ADJ
fbem-29702	44	21	.	.	PUNCT
fbem-29702	45	1	accessory	accessory	ADJ
fbem-29702	45	2	quality	quality	NOUN
fbem-29702	45	3	:	:	PUNCT
fbem-29702	45	4	the	the	DET
fbem-29702	45	5	quality	quality	NOUN
fbem-29702	45	6	of	of	ADP
fbem-29702	45	7	the	the	DET
fbem-29702	45	8	accessory	accessory	NOUN
fbem-29702	45	9	directly	directly	ADV
fbem-29702	45	10	affects	affect	VERB
fbem-29702	45	11	its	its	PRON
fbem-29702	45	12	service	service	NOUN
fbem-29702	45	13	life	life	NOUN
fbem-29702	45	14	and	and	CCONJ
fbem-29702	45	15	performance	performance	NOUN
fbem-29702	45	16	.	.	PUNCT
fbem-29702	46	1	quality	quality	NOUN
fbem-29702	46	2	accessories	accessory	NOUN
fbem-29702	46	3	are	be	AUX
fbem-29702	46	4	usually	usually	ADV
fbem-29702	46	5	manufactured	manufacture	VERB
fbem-29702	46	6	with	with	ADP
fbem-29702	46	7	better	well	ADJ
fbem-29702	46	8	materials	material	NOUN
fbem-29702	46	9	and	and	CCONJ
fbem-29702	46	10	processes	process	NOUN
fbem-29702	46	11	,	,	PUNCT
fbem-29702	46	12	with	with	ADP
fbem-29702	46	13	higher	high	ADJ
fbem-29702	46	14	durability	durability	NOUN
fbem-29702	46	15	and	and	CCONJ
fbem-29702	46	16	reliability	reliability	NOUN
fbem-29702	46	17	.	.	PUNCT
fbem-29702	47	1	(	(	PUNCT
fbem-29702	47	2	2	2	NUM
fbem-29702	47	3	)	)	PUNCT
fbem-29702	47	4	material	material	NOUN
fbem-29702	47	5	and	and	CCONJ
fbem-29702	47	6	performance	performance	NOUN
fbem-29702	47	7	accessory	accessory	NOUN
fbem-29702	47	8	material	material	NOUN
fbem-29702	47	9	:	:	PUNCT
fbem-29702	47	10	the	the	DET
fbem-29702	47	11	material	material	NOUN
fbem-29702	47	12	of	of	ADP
fbem-29702	47	13	the	the	DET
fbem-29702	47	14	accessory	accessory	NOUN
fbem-29702	47	15	determines	determine	VERB
fbem-29702	47	16	its	its	PRON
fbem-29702	47	17	physical	physical	ADJ
fbem-29702	47	18	and	and	CCONJ
fbem-29702	47	19	chemical	chemical	NOUN
fbem-29702	47	20	properties	property	NOUN
fbem-29702	47	21	,	,	PUNCT
fbem-29702	47	22	which	which	PRON
fbem-29702	47	23	in	in	ADP
fbem-29702	47	24	turn	turn	NOUN
fbem-29702	47	25	affects	affect	VERB
fbem-29702	47	26	its	its	PRON
fbem-29702	47	27	use	use	NOUN
fbem-29702	47	28	effect	effect	NOUN
fbem-29702	47	29	.	.	PUNCT
fbem-29702	48	1	for	for	ADP
fbem-29702	48	2	example	example	NOUN
fbem-29702	48	3	,	,	PUNCT
fbem-29702	48	4	brake	brake	NOUN
fbem-29702	48	5	pads	pad	NOUN
fbem-29702	48	6	made	make	VERB
fbem-29702	48	7	of	of	ADP
fbem-29702	48	8	aluminum	aluminum	NOUN
fbem-29702	48	9	alloy	alloy	NOUN
fbem-29702	48	10	have	have	VERB
fbem-29702	48	11	better	well	ADJ
fbem-29702	48	12	heat	heat	NOUN
fbem-29702	48	13	resistance	resistance	NOUN
fbem-29702	48	14	and	and	CCONJ
fbem-29702	48	15	wear	wear	VERB
fbem-29702	48	16	resistance	resistance	NOUN
fbem-29702	48	17	than	than	ADP
fbem-29702	48	18	iron	iron	NOUN
fbem-29702	48	19	brake	brake	NOUN
fbem-29702	48	20	pads	pad	NOUN
fbem-29702	48	21	.	.	PUNCT
fbem-29702	49	1	accessory	accessory	ADJ
fbem-29702	49	2	performance	performance	NOUN
fbem-29702	49	3	:	:	PUNCT
fbem-29702	49	4	the	the	DET
fbem-29702	49	5	performance	performance	NOUN
fbem-29702	49	6	of	of	ADP
fbem-29702	49	7	the	the	DET
fbem-29702	49	8	accessory	accessory	NOUN
fbem-29702	49	9	includes	include	VERB
fbem-29702	49	10	function	function	NOUN
fbem-29702	49	11	,	,	PUNCT
fbem-29702	49	12	efficiency	efficiency	NOUN
fbem-29702	49	13	,	,	PUNCT
fbem-29702	49	14	durability	durability	NOUN
fbem-29702	49	15	and	and	CCONJ
fbem-29702	49	16	so	so	ADV
fbem-29702	49	17	on	on	ADV
fbem-29702	49	18	.	.	PUNCT
fbem-29702	50	1	accessories	accessory	NOUN
fbem-29702	50	2	with	with	ADP
fbem-29702	50	3	high	high	ADJ
fbem-29702	50	4	performance	performance	NOUN
fbem-29702	50	5	usually	usually	ADV
fbem-29702	50	6	have	have	VERB
fbem-29702	50	7	better	well	ADJ
fbem-29702	50	8	use	use	VERB
fbem-29702	50	9	results	result	NOUN
fbem-29702	50	10	,	,	PUNCT
fbem-29702	50	11	but	but	CCONJ
fbem-29702	50	12	may	may	AUX
fbem-29702	50	13	also	also	ADV
fbem-29702	50	14	increase	increase	VERB
fbem-29702	50	15	the	the	DET
fbem-29702	50	16	cost	cost	NOUN
fbem-29702	50	17	of	of	ADP
fbem-29702	50	18	use	use	NOUN
fbem-29702	50	19	.	.	PUNCT
fbem-29702	51	1	(	(	PUNCT
fbem-29702	51	2	3	3	X
fbem-29702	51	3	)	)	PUNCT
fbem-29702	51	4	market	market	NOUN
fbem-29702	51	5	demand	demand	NOUN
fbem-29702	51	6	and	and	CCONJ
fbem-29702	51	7	supply	supply	VERB
fbem-29702	51	8	168	168	NUM
fbem-29702	51	9	market	market	NOUN
fbem-29702	51	10	demand	demand	NOUN
fbem-29702	51	11	:	:	PUNCT
fbem-29702	51	12	the	the	PRON
fbem-29702	51	13	greater	great	ADJ
fbem-29702	51	14	the	the	DET
fbem-29702	51	15	market	market	NOUN
fbem-29702	51	16	demand	demand	NOUN
fbem-29702	51	17	for	for	ADP
fbem-29702	51	18	a	a	DET
fbem-29702	51	19	certain	certain	ADJ
fbem-29702	51	20	accessory	accessory	NOUN
fbem-29702	51	21	,	,	PUNCT
fbem-29702	51	22	the	the	PRON
fbem-29702	51	23	higher	high	ADJ
fbem-29702	51	24	the	the	DET
fbem-29702	51	25	price	price	NOUN
fbem-29702	51	26	of	of	ADP
fbem-29702	51	27	the	the	DET
fbem-29702	51	28	accessory	accessory	NOUN
fbem-29702	51	29	tends	tend	VERB
fbem-29702	51	30	to	to	PART
fbem-29702	51	31	be	be	AUX
fbem-29702	51	32	.	.	PUNCT
fbem-29702	52	1	on	on	ADP
fbem-29702	52	2	the	the	DET
fbem-29702	52	3	contrary	contrary	NOUN
fbem-29702	52	4	,	,	PUNCT
fbem-29702	52	5	if	if	SCONJ
fbem-29702	52	6	the	the	DET
fbem-29702	52	7	market	market	NOUN
fbem-29702	52	8	demand	demand	NOUN
fbem-29702	52	9	decreases	decrease	VERB
fbem-29702	52	10	,	,	PUNCT
fbem-29702	52	11	the	the	DET
fbem-29702	52	12	price	price	NOUN
fbem-29702	52	13	may	may	AUX
fbem-29702	52	14	decrease	decrease	VERB
fbem-29702	52	15	.	.	PUNCT
fbem-29702	53	1	availability	availability	NOUN
fbem-29702	53	2	:	:	PUNCT
fbem-29702	53	3	the	the	DET
fbem-29702	53	4	availability	availability	NOUN
fbem-29702	53	5	of	of	ADP
fbem-29702	53	6	accessories	accessory	NOUN
fbem-29702	53	7	can	can	AUX
fbem-29702	53	8	also	also	ADV
fbem-29702	53	9	affect	affect	VERB
fbem-29702	53	10	their	their	PRON
fbem-29702	53	11	price	price	NOUN
fbem-29702	53	12	.	.	PUNCT
fbem-29702	54	1	prices	price	NOUN
fbem-29702	54	2	usually	usually	ADV
fbem-29702	54	3	go	go	VERB
fbem-29702	54	4	down	down	ADP
fbem-29702	54	5	when	when	SCONJ
fbem-29702	54	6	there	there	PRON
fbem-29702	54	7	is	be	VERB
fbem-29702	54	8	an	an	DET
fbem-29702	54	9	oversupply	oversupply	NOUN
fbem-29702	54	10	;	;	PUNCT
fbem-29702	54	11	when	when	SCONJ
fbem-29702	54	12	supply	supply	NOUN
fbem-29702	54	13	is	be	AUX
fbem-29702	54	14	low	low	ADJ
fbem-29702	54	15	,	,	PUNCT
fbem-29702	54	16	prices	price	NOUN
fbem-29702	54	17	may	may	AUX
fbem-29702	54	18	rise	rise	VERB
fbem-29702	54	19	.	.	PUNCT
fbem-29702	55	1	(	(	PUNCT
fbem-29702	55	2	4	4	X
fbem-29702	55	3	)	)	PUNCT
fbem-29702	55	4	cost	cost	NOUN
fbem-29702	55	5	of	of	ADP
fbem-29702	55	6	parts	part	NOUN
fbem-29702	55	7	raw	raw	ADJ
fbem-29702	55	8	material	material	NOUN
fbem-29702	55	9	cost	cost	NOUN
fbem-29702	55	10	:	:	PUNCT
fbem-29702	55	11	the	the	DET
fbem-29702	55	12	cost	cost	NOUN
fbem-29702	55	13	of	of	ADP
fbem-29702	55	14	raw	raw	ADJ
fbem-29702	55	15	materials	material	NOUN
fbem-29702	55	16	to	to	PART
fbem-29702	55	17	make	make	VERB
fbem-29702	55	18	accessories	accessory	NOUN
fbem-29702	55	19	.	.	PUNCT
fbem-29702	56	1	manufacturing	manufacturing	NOUN
fbem-29702	56	2	and	and	CCONJ
fbem-29702	56	3	transportation	transportation	NOUN
fbem-29702	56	4	costs	cost	NOUN
fbem-29702	56	5	:	:	PUNCT
fbem-29702	56	6	the	the	DET
fbem-29702	56	7	price	price	NOUN
fbem-29702	56	8	of	of	ADP
fbem-29702	56	9	the	the	DET
fbem-29702	56	10	parts	part	NOUN
fbem-29702	56	11	made	make	VERB
fbem-29702	56	12	based	base	VERB
fbem-29702	56	13	on	on	ADP
fbem-29702	56	14	the	the	DET
fbem-29702	56	15	raw	raw	ADJ
fbem-29702	56	16	materials	material	NOUN
fbem-29702	56	17	and	and	CCONJ
fbem-29702	56	18	the	the	DET
fbem-29702	56	19	corresponding	corresponding	ADJ
fbem-29702	56	20	transportation	transportation	NOUN
fbem-29702	56	21	costs	cost	NOUN
fbem-29702	56	22	.	.	PUNCT
fbem-29702	57	1	2.2	2.2	NUM
fbem-29702	57	2	.	.	PUNCT
fbem-29702	57	3	data	datum	NOUN
fbem-29702	57	4	collection	collection	NOUN
fbem-29702	57	5	this	this	DET
fbem-29702	57	6	paper	paper	NOUN
fbem-29702	57	7	uses	use	VERB
fbem-29702	57	8	computer	computer	NOUN
fbem-29702	57	9	-	-	PUNCT
fbem-29702	57	10	aided	aid	VERB
fbem-29702	57	11	method	method	NOUN
fbem-29702	57	12	for	for	ADP
fbem-29702	57	13	data	data	NOUN
fbem-29702	57	14	collection	collection	NOUN
fbem-29702	57	15	,	,	PUNCT
fbem-29702	57	16	through	through	SCONJ
fbem-29702	57	17	computer	computer	NOUN
fbem-29702	57	18	technology	technology	NOUN
fbem-29702	57	19	to	to	PART
fbem-29702	57	20	collect	collect	VERB
fbem-29702	57	21	,	,	PUNCT
fbem-29702	57	22	organize	organize	VERB
fbem-29702	57	23	and	and	CCONJ
fbem-29702	57	24	analyze	analyze	VERB
fbem-29702	57	25	data	datum	NOUN
fbem-29702	57	26	.	.	PUNCT
fbem-29702	58	1	the	the	DET
fbem-29702	58	2	technology	technology	NOUN
fbem-29702	58	3	of	of	ADP
fbem-29702	58	4	data	datum	NOUN
fbem-29702	58	5	mining	mining	NOUN
fbem-29702	58	6	and	and	CCONJ
fbem-29702	58	7	web	web	NOUN
fbem-29702	58	8	crawler	crawler	NOUN
fbem-29702	58	9	is	be	AUX
fbem-29702	58	10	an	an	DET
fbem-29702	58	11	important	important	ADJ
fbem-29702	58	12	part	part	NOUN
fbem-29702	58	13	of	of	ADP
fbem-29702	58	14	the	the	DET
fbem-29702	58	15	computer	computer	NOUN
fbem-29702	58	16	aided	aid	VERB
fbem-29702	58	17	method	method	NOUN
fbem-29702	58	18	.	.	PUNCT
fbem-29702	59	1	data	datum	NOUN
fbem-29702	59	2	mining	mining	NOUN
fbem-29702	59	3	can	can	AUX
fbem-29702	59	4	help	help	VERB
fbem-29702	59	5	researchers	researcher	NOUN
fbem-29702	59	6	extract	extract	VERB
fbem-29702	59	7	useful	useful	ADJ
fbem-29702	59	8	information	information	NOUN
fbem-29702	59	9	from	from	ADP
fbem-29702	59	10	large	large	ADJ
fbem-29702	59	11	amounts	amount	NOUN
fbem-29702	59	12	of	of	ADP
fbem-29702	59	13	data	datum	NOUN
fbem-29702	59	14	,	,	PUNCT
fbem-29702	59	15	while	while	SCONJ
fbem-29702	59	16	web	web	NOUN
fbem-29702	59	17	crawlers	crawler	NOUN
fbem-29702	59	18	can	can	AUX
fbem-29702	59	19	automatically	automatically	ADV
fbem-29702	59	20	grab	grab	VERB
fbem-29702	59	21	data	datum	NOUN
fbem-29702	59	22	from	from	ADP
fbem-29702	59	23	web	web	NOUN
fbem-29702	59	24	pages	page	NOUN
fbem-29702	59	25	.	.	PUNCT
fbem-29702	60	1	the	the	DET
fbem-29702	60	2	crawler	crawler	NOUN
fbem-29702	60	3	code	code	NOUN
fbem-29702	60	4	is	be	AUX
fbem-29702	60	5	as	as	SCONJ
fbem-29702	60	6	follows	follow	VERB
fbem-29702	60	7	:	:	PUNCT
fbem-29702	60	8	import	import	NOUN
fbem-29702	60	9	requests	request	NOUN
fbem-29702	60	10	from	from	ADP
fbem-29702	60	11	bs4	bs4	PROPN
fbem-29702	60	12	import	import	NOUN
fbem-29702	60	13	beautifulsoup	beautifulsoup	NOUN
fbem-29702	60	14	#	#	NOUN
fbem-29702	60	15	destination	destination	NOUN
fbem-29702	60	16	url	url	X
fbem-29702	60	17	url	url	X
fbem-29702	60	18	=	=	SYM
fbem-29702	60	19	'	'	PUNCT
fbem-29702	60	20	http://example.com	http://example.com	PROPN
fbem-29702	60	21	'	'	PUNCT
fbem-29702	60	22	#	#	NOUN
fbem-29702	60	23	send	send	NOUN
fbem-29702	60	24	http	http	NOUN
fbem-29702	60	25	get	get	VERB
fbem-29702	60	26	request	request	NOUN
fbem-29702	60	27	response	response	NOUN
fbem-29702	60	28	=	=	SYM
fbem-29702	60	29	requests.get(url	requests.get(url	NOUN
fbem-29702	60	30	)	)	PUNCT
fbem-29702	60	31	#	#	NOUN
fbem-29702	60	32	check	check	NOUN
fbem-29702	60	33	if	if	SCONJ
fbem-29702	60	34	the	the	DET
fbem-29702	60	35	request	request	NOUN
fbem-29702	60	36	was	be	AUX
fbem-29702	60	37	successful	successful	ADJ
fbem-29702	60	38	if	if	SCONJ
fbem-29702	60	39	response.status_code	response.status_code	PROPN
fbem-29702	60	40	=	=	NOUN
fbem-29702	60	41	=	=	SYM
fbem-29702	60	42	200	200	NUM
fbem-29702	60	43	:	:	PUNCT
fbem-29702	60	44	#	#	NOUN
fbem-29702	60	45	parse	parse	NOUN
fbem-29702	60	46	the	the	DET
fbem-29702	60	47	html	html	NOUN
fbem-29702	60	48	content	content	PROPN
fbem-29702	60	49	soup	soup	PROPN
fbem-29702	60	50	=	=	SYM
fbem-29702	60	51	beautifulsoup(response.content	beautifulsoup(response.content	PROPN
fbem-29702	60	52	,	,	PUNCT
fbem-29702	60	53	'	'	PUNCT
fbem-29702	60	54	html.parser	html.parser	NUM
fbem-29702	60	55	'	'	PUNCT
fbem-29702	60	56	)	)	PUNCT
fbem-29702	60	57	links	link	NOUN
fbem-29702	60	58	=	=	SYM
fbem-29702	60	59	soup.find_all('a	soup.find_all('a	NOUN
fbem-29702	60	60	'	'	PUNCT
fbem-29702	60	61	)	)	PUNCT
fbem-29702	60	62	for	for	ADP
fbem-29702	60	63	link	link	NOUN
fbem-29702	60	64	in	in	ADP
fbem-29702	60	65	links	link	NOUN
fbem-29702	60	66	:	:	PUNCT
fbem-29702	60	67	href	href	NOUN
fbem-29702	60	68	=	=	SYM
fbem-29702	60	69	link.get('href	link.get('href	PROPN
fbem-29702	60	70	'	'	PART
fbem-29702	60	71	)	)	PUNCT
fbem-29702	60	72	if	if	SCONJ
fbem-29702	60	73	href	href	NOUN
fbem-29702	60	74	:	:	PUNCT
fbem-29702	60	75	print(href	print(href	PROPN
fbem-29702	60	76	)	)	PUNCT
fbem-29702	60	77	else	else	ADV
fbem-29702	60	78	:	:	PUNCT
fbem-29702	60	79	print(f	print(f	NOUN
fbem-29702	60	80	"	"	PUNCT
fbem-29702	60	81	request	request	NOUN
fbem-29702	60	82	failed	fail	VERB
fbem-29702	60	83	,	,	PUNCT
fbem-29702	60	84	status	status	NOUN
fbem-29702	60	85	code	code	PROPN
fbem-29702	60	86	:	:	PUNCT
fbem-29702	60	87	{	{	PUNCT
fbem-29702	60	88	response.status_code	response.status_code	X
fbem-29702	60	89	}	}	PUNCT
fbem-29702	60	90	"	"	PUNCT
fbem-29702	60	91	)	)	PUNCT
fbem-29702	60	92	(	(	PUNCT
fbem-29702	60	93	1	1	X
fbem-29702	60	94	)	)	PUNCT
fbem-29702	60	95	destination	destination	NOUN
fbem-29702	60	96	url	url	PROPN
fbem-29702	60	97	:	:	PUNCT
fbem-29702	60	98	replace	replace	VERB
fbem-29702	60	99	the	the	DET
fbem-29702	60	100	url	url	NOUN
fbem-29702	60	101	variable	variable	NOUN
fbem-29702	60	102	with	with	ADP
fbem-29702	60	103	the	the	DET
fbem-29702	60	104	url	url	NOUN
fbem-29702	60	105	of	of	ADP
fbem-29702	60	106	the	the	DET
fbem-29702	60	107	web	web	NOUN
fbem-29702	60	108	page	page	NOUN
fbem-29702	60	109	you	you	PRON
fbem-29702	60	110	want	want	VERB
fbem-29702	60	111	to	to	PART
fbem-29702	60	112	crawl	crawl	VERB
fbem-29702	60	113	.	.	PUNCT
fbem-29702	61	1	(	(	PUNCT
fbem-29702	61	2	2	2	X
fbem-29702	61	3	)	)	PUNCT
fbem-29702	61	4	request	request	NOUN
fbem-29702	61	5	header	header	NOUN
fbem-29702	61	6	:	:	PUNCT
fbem-29702	61	7	in	in	ADP
fbem-29702	61	8	a	a	DET
fbem-29702	61	9	practical	practical	ADJ
fbem-29702	61	10	application	application	NOUN
fbem-29702	61	11	,	,	PUNCT
fbem-29702	61	12	some	some	DET
fbem-29702	61	13	websites	website	NOUN
fbem-29702	61	14	may	may	AUX
fbem-29702	61	15	check	check	VERB
fbem-29702	61	16	the	the	DET
fbem-29702	61	17	request	request	NOUN
fbem-29702	61	18	header	header	NOUN
fbem-29702	61	19	,	,	PUNCT
fbem-29702	61	20	such	such	ADJ
fbem-29702	61	21	as	as	ADP
fbem-29702	61	22	user	user	NOUN
fbem-29702	61	23	-	-	PUNCT
fbem-29702	61	24	agent	agent	NOUN
fbem-29702	61	25	.	.	PUNCT
fbem-29702	62	1	if	if	SCONJ
fbem-29702	62	2	the	the	DET
fbem-29702	62	3	request	request	NOUN
fbem-29702	62	4	is	be	AUX
fbem-29702	62	5	blocked	block	VERB
fbem-29702	62	6	,	,	PUNCT
fbem-29702	62	7	the	the	DET
fbem-29702	62	8	appropriate	appropriate	ADJ
fbem-29702	62	9	request	request	NOUN
fbem-29702	62	10	header	header	NOUN
fbem-29702	62	11	needs	need	NOUN
fbem-29702	62	12	to	to	PART
fbem-29702	62	13	be	be	AUX
fbem-29702	62	14	added	add	VERB
fbem-29702	62	15	.	.	PUNCT
fbem-29702	63	1	(	(	PUNCT
fbem-29702	63	2	3	3	X
fbem-29702	63	3	)	)	PUNCT
fbem-29702	63	4	procedural	procedural	ADJ
fbem-29702	63	5	legality	legality	NOUN
fbem-29702	63	6	:	:	PUNCT
fbem-29702	63	7	before	before	ADP
fbem-29702	63	8	crawling	crawl	VERB
fbem-29702	63	9	a	a	DET
fbem-29702	63	10	website	website	NOUN
fbem-29702	63	11	,	,	PUNCT
fbem-29702	63	12	you	you	PRON
fbem-29702	63	13	need	need	VERB
fbem-29702	63	14	to	to	PART
fbem-29702	63	15	ensure	ensure	VERB
fbem-29702	63	16	compliance	compliance	NOUN
fbem-29702	63	17	with	with	ADP
fbem-29702	63	18	the	the	DET
fbem-29702	63	19	website	website	NOUN
fbem-29702	63	20	's	's	PART
fbem-29702	63	21	robots.txt	robots.txt	NOUN
fbem-29702	63	22	file	file	NOUN
fbem-29702	63	23	and	and	CCONJ
fbem-29702	63	24	the	the	DET
fbem-29702	63	25	relevant	relevant	ADJ
fbem-29702	63	26	terms	term	NOUN
fbem-29702	63	27	of	of	ADP
fbem-29702	63	28	use	use	NOUN
fbem-29702	63	29	.	.	PUNCT
fbem-29702	64	1	do	do	AUX
fbem-29702	64	2	not	not	PART
fbem-29702	64	3	overburden	overburden	VERB
fbem-29702	64	4	the	the	DET
fbem-29702	64	5	website	website	NOUN
fbem-29702	64	6	,	,	PUNCT
fbem-29702	64	7	and	and	CCONJ
fbem-29702	64	8	do	do	AUX
fbem-29702	64	9	not	not	PART
fbem-29702	64	10	violate	violate	VERB
fbem-29702	64	11	the	the	DET
fbem-29702	64	12	law	law	NOUN
fbem-29702	64	13	.	.	PUNCT
fbem-29702	65	1	(	(	PUNCT
fbem-29702	65	2	4	4	X
fbem-29702	65	3	)	)	PUNCT
fbem-29702	65	4	exception	exception	NOUN
fbem-29702	65	5	handling	handling	NOUN
fbem-29702	65	6	:	:	PUNCT
fbem-29702	65	7	in	in	ADP
fbem-29702	65	8	practical	practical	ADJ
fbem-29702	65	9	applications	application	NOUN
fbem-29702	65	10	,	,	PUNCT
fbem-29702	65	11	more	more	ADJ
fbem-29702	65	12	exception	exception	NOUN
fbem-29702	65	13	handling	handle	VERB
fbem-29702	65	14	code	code	NOUN
fbem-29702	65	15	needs	need	VERB
fbem-29702	65	16	to	to	PART
fbem-29702	65	17	be	be	AUX
fbem-29702	65	18	added	add	VERB
fbem-29702	65	19	to	to	PART
fbem-29702	65	20	deal	deal	VERB
fbem-29702	65	21	with	with	ADP
fbem-29702	65	22	network	network	NOUN
fbem-29702	65	23	problems	problem	NOUN
fbem-29702	65	24	,	,	PUNCT
fbem-29702	65	25	parsing	parse	VERB
fbem-29702	65	26	errors	error	NOUN
fbem-29702	65	27	,	,	PUNCT
fbem-29702	65	28	etc	etc	X
fbem-29702	65	29	.	.	X
fbem-29702	65	30	2.3	2.3	NUM
fbem-29702	65	31	.	.	PUNCT
fbem-29702	66	1	data	datum	NOUN
fbem-29702	66	2	preprocessing	preprocessing	NOUN
fbem-29702	66	3	and	and	CCONJ
fbem-29702	66	4	feature	feature	NOUN
fbem-29702	66	5	engineering	engineering	NOUN
fbem-29702	66	6	(	(	PUNCT
fbem-29702	66	7	1	1	X
fbem-29702	66	8	)	)	PUNCT
fbem-29702	66	9	data	datum	NOUN
fbem-29702	66	10	preprocessing	preprocesse	VERB
fbem-29702	66	11	data	datum	NOUN
fbem-29702	66	12	preprocessing	preprocessing	NOUN
fbem-29702	66	13	,	,	PUNCT
fbem-29702	66	14	also	also	ADV
fbem-29702	66	15	known	know	VERB
fbem-29702	66	16	as	as	ADP
fbem-29702	66	17	data	datum	NOUN
fbem-29702	66	18	cleaning	cleaning	NOUN
fbem-29702	66	19	,	,	PUNCT
fbem-29702	66	20	deals	deal	NOUN
fbem-29702	66	21	with	with	ADP
fbem-29702	66	22	missing	miss	VERB
fbem-29702	66	23	values	value	NOUN
fbem-29702	66	24	,	,	PUNCT
fbem-29702	66	25	outliers	outlier	NOUN
fbem-29702	66	26	,	,	PUNCT
fbem-29702	66	27	duplicate	duplicate	ADJ
fbem-29702	66	28	values	value	NOUN
fbem-29702	66	29	and	and	CCONJ
fbem-29702	66	30	other	other	ADJ
fbem-29702	66	31	problems	problem	NOUN
fbem-29702	66	32	in	in	ADP
fbem-29702	66	33	the	the	DET
fbem-29702	66	34	data	datum	NOUN
fbem-29702	66	35	to	to	PART
fbem-29702	66	36	improve	improve	VERB
fbem-29702	66	37	data	datum	NOUN
fbem-29702	66	38	quality	quality	NOUN
fbem-29702	66	39	.	.	PUNCT
fbem-29702	67	1	in	in	ADP
fbem-29702	67	2	this	this	DET
fbem-29702	67	3	paper	paper	NOUN
fbem-29702	67	4	,	,	PUNCT
fbem-29702	67	5	missing	miss	VERB
fbem-29702	67	6	values	value	NOUN
fbem-29702	67	7	and	and	CCONJ
fbem-29702	67	8	outliers	outlier	NOUN
fbem-29702	67	9	are	be	AUX
fbem-29702	67	10	mainly	mainly	ADV
fbem-29702	67	11	processed	process	VERB
fbem-29702	67	12	.	.	PUNCT
fbem-29702	68	1	missing	miss	VERB
fbem-29702	68	2	value	value	NOUN
fbem-29702	68	3	processing	processing	NOUN
fbem-29702	68	4	:	:	PUNCT
fbem-29702	68	5	delete	delete	ADJ
fbem-29702	68	6	rows	row	NOUN
fbem-29702	68	7	or	or	CCONJ
fbem-29702	68	8	columns	column	NOUN
fbem-29702	68	9	with	with	ADP
fbem-29702	68	10	more	more	ADV
fbem-29702	68	11	missing	missing	ADJ
fbem-29702	68	12	values	value	NOUN
fbem-29702	68	13	,	,	PUNCT
fbem-29702	68	14	or	or	CCONJ
fbem-29702	68	15	use	use	VERB
fbem-29702	68	16	interpolation	interpolation	NOUN
fbem-29702	68	17	methods	method	NOUN
fbem-29702	68	18	(	(	PUNCT
fbem-29702	68	19	such	such	ADJ
fbem-29702	68	20	as	as	ADP
fbem-29702	68	21	mean	mean	ADJ
fbem-29702	68	22	interpolation	interpolation	NOUN
fbem-29702	68	23	,	,	PUNCT
fbem-29702	68	24	median	median	ADJ
fbem-29702	68	25	interpolation	interpolation	NOUN
fbem-29702	68	26	,	,	PUNCT
fbem-29702	68	27	mode	mode	NOUN
fbem-29702	68	28	interpolation	interpolation	NOUN
fbem-29702	68	29	,	,	PUNCT
fbem-29702	68	30	etc	etc	X
fbem-29702	68	31	.	.	X
fbem-29702	68	32	)	)	PUNCT
fbem-29702	68	33	to	to	PART
fbem-29702	68	34	fill	fill	VERB
fbem-29702	68	35	in	in	ADP
fbem-29702	68	36	the	the	DET
fbem-29702	68	37	missing	miss	VERB
fbem-29702	68	38	values	value	NOUN
fbem-29702	68	39	.	.	PUNCT
fbem-29702	69	1	in	in	ADP
fbem-29702	69	2	addition	addition	NOUN
fbem-29702	69	3	,	,	PUNCT
fbem-29702	69	4	model	model	NOUN
fbem-29702	69	5	-	-	PUNCT
fbem-29702	69	6	based	base	VERB
fbem-29702	69	7	interpolation	interpolation	NOUN
fbem-29702	69	8	methods	method	NOUN
fbem-29702	69	9	can	can	AUX
fbem-29702	69	10	also	also	ADV
fbem-29702	69	11	be	be	AUX
fbem-29702	69	12	used	use	VERB
fbem-29702	69	13	to	to	PART
fbem-29702	69	14	predict	predict	VERB
fbem-29702	69	15	missing	missing	ADJ
fbem-29702	69	16	values	value	NOUN
fbem-29702	69	17	,	,	PUNCT
fbem-29702	69	18	such	such	ADJ
fbem-29702	69	19	as	as	ADP
fbem-29702	69	20	regression	regression	NOUN
fbem-29702	69	21	models	model	NOUN
fbem-29702	69	22	,	,	PUNCT
fbem-29702	69	23	k	k	X
fbem-29702	69	24	-	-	PUNCT
fbem-29702	69	25	nearest	near	ADJ
fbem-29702	69	26	neighbor	neighbor	NOUN
fbem-29702	69	27	algorithms	algorithm	NOUN
fbem-29702	69	28	.	.	PUNCT
fbem-29702	70	1	outlier	outlier	NOUN
fbem-29702	70	2	processing	processing	NOUN
fbem-29702	70	3	:	:	PUNCT
fbem-29702	70	4	identify	identify	VERB
fbem-29702	70	5	outliers	outlier	NOUN
fbem-29702	70	6	by	by	ADP
fbem-29702	70	7	visual	visual	ADJ
fbem-29702	70	8	methods	method	NOUN
fbem-29702	70	9	(	(	PUNCT
fbem-29702	70	10	such	such	ADJ
fbem-29702	70	11	as	as	ADP
fbem-29702	70	12	boxplot	boxplot	NOUN
fbem-29702	70	13	)	)	PUNCT
fbem-29702	70	14	or	or	CCONJ
fbem-29702	70	15	statistical	statistical	ADJ
fbem-29702	70	16	methods	method	NOUN
fbem-29702	70	17	(	(	PUNCT
fbem-29702	70	18	such	such	ADJ
fbem-29702	70	19	as	as	ADP
fbem-29702	70	20	standard	standard	ADJ
fbem-29702	70	21	deviation	deviation	NOUN
fbem-29702	70	22	based	base	VERB
fbem-29702	70	23	method	method	NOUN
fbem-29702	70	24	)	)	PUNCT
fbem-29702	70	25	,	,	PUNCT
fbem-29702	70	26	and	and	CCONJ
fbem-29702	70	27	choose	choose	VERB
fbem-29702	70	28	the	the	DET
fbem-29702	70	29	deletion	deletion	NOUN
fbem-29702	70	30	,	,	PUNCT
fbem-29702	70	31	correction	correction	NOUN
fbem-29702	70	32	and	and	CCONJ
fbem-29702	70	33	other	other	ADJ
fbem-29702	70	34	processing	processing	NOUN
fbem-29702	70	35	methods	method	NOUN
fbem-29702	70	36	according	accord	VERB
fbem-29702	70	37	to[4	to[4	X
fbem-29702	70	38	]	]	PUNCT
fbem-29702	70	39	the	the	DET
fbem-29702	70	40	specific	specific	ADJ
fbem-29702	70	41	situation	situation	NOUN
fbem-29702	70	42	.	.	PUNCT
fbem-29702	71	1	(	(	PUNCT
fbem-29702	71	2	2	2	X
fbem-29702	71	3	)	)	PUNCT
fbem-29702	71	4	data	datum	NOUN
fbem-29702	71	5	transformation	transformation	NOUN
fbem-29702	71	6	data	datum	NOUN
fbem-29702	71	7	transformation	transformation	NOUN
fbem-29702	71	8	:	:	PUNCT
fbem-29702	71	9	through	through	ADP
fbem-29702	71	10	smooth	smooth	ADJ
fbem-29702	71	11	aggregation	aggregation	NOUN
fbem-29702	71	12	,	,	PUNCT
fbem-29702	71	13	data	datum	NOUN
fbem-29702	71	14	generalization	generalization	NOUN
fbem-29702	71	15	,	,	PUNCT
fbem-29702	71	16	normalization	normalization	NOUN
fbem-29702	71	17	and	and	CCONJ
fbem-29702	71	18	other	other	ADJ
fbem-29702	71	19	ways	way	NOUN
fbem-29702	71	20	to	to	PART
fbem-29702	71	21	convert	convert	VERB
fbem-29702	71	22	the	the	DET
fbem-29702	71	23	data	datum	NOUN
fbem-29702	71	24	into	into	ADP
fbem-29702	71	25	a	a	DET
fbem-29702	71	26	form	form	NOUN
fbem-29702	71	27	suitable	suitable	ADJ
fbem-29702	71	28	for	for	ADP
fbem-29702	71	29	data	data	NOUN
fbem-29702	71	30	mining	mining	NOUN
fbem-29702	71	31	.	.	PUNCT
fbem-29702	72	1	common	common	ADJ
fbem-29702	72	2	data	datum	NOUN
fbem-29702	72	3	transformation	transformation	NOUN
fbem-29702	72	4	methods	method	NOUN
fbem-29702	72	5	include	include	VERB
fbem-29702	72	6	standardization	standardization	NOUN
fbem-29702	72	7	,	,	PUNCT
fbem-29702	72	8	normalization	normalization	NOUN
fbem-29702	72	9	,	,	PUNCT
fbem-29702	72	10	logarithmic	logarithmic	ADJ
fbem-29702	72	11	transformation	transformation	NOUN
fbem-29702	72	12	,	,	PUNCT
fbem-29702	72	13	etc	etc	X
fbem-29702	72	14	.	.	PUNCT
fbem-29702	72	15	normalization	normalization	NOUN
fbem-29702	72	16	:	:	PUNCT
fbem-29702	72	17	converting	convert	VERB
fbem-29702	72	18	the	the	DET
fbem-29702	72	19	eigenvalues	eigenvalue	NOUN
fbem-29702	72	20	of	of	ADP
fbem-29702	72	21	the	the	DET
fbem-29702	72	22	data	datum	NOUN
fbem-29702	72	23	into	into	ADP
fbem-29702	72	24	a	a	DET
fbem-29702	72	25	specific	specific	ADJ
fbem-29702	72	26	interval	interval	NOUN
fbem-29702	72	27	,	,	PUNCT
fbem-29702	72	28	such	such	ADJ
fbem-29702	72	29	as	as	ADP
fbem-29702	72	30	converting	convert	VERB
fbem-29702	72	31	the	the	DET
fbem-29702	72	32	data	datum	NOUN
fbem-29702	72	33	into	into	ADP
fbem-29702	72	34	an	an	DET
fbem-29702	72	35	interval	interval	NOUN
fbem-29702	72	36	with	with	ADP
fbem-29702	72	37	a	a	DET
fbem-29702	72	38	mean	mean	NOUN
fbem-29702	72	39	of	of	ADP
fbem-29702	72	40	0	0	NUM
fbem-29702	72	41	and	and	CCONJ
fbem-29702	72	42	a	a	DET
fbem-29702	72	43	standard	standard	ADJ
fbem-29702	72	44	deviation	deviation	NOUN
fbem-29702	72	45	of	of	ADP
fbem-29702	72	46	1	1	NUM
fbem-29702	72	47	.	.	PUNCT
fbem-29702	73	1	this	this	PRON
fbem-29702	73	2	can	can	AUX
fbem-29702	73	3	eliminate	eliminate	VERB
fbem-29702	73	4	the	the	DET
fbem-29702	73	5	impact	impact	NOUN
fbem-29702	73	6	of	of	ADP
fbem-29702	73	7	different	different	ADJ
fbem-29702	73	8	features	feature	NOUN
fbem-29702	73	9	due	due	ADJ
fbem-29702	73	10	to	to	ADP
fbem-29702	73	11	different	different	ADJ
fbem-29702	73	12	dimensions	dimension	NOUN
fbem-29702	73	13	,	,	PUNCT
fbem-29702	73	14	so	so	SCONJ
fbem-29702	73	15	that	that	SCONJ
fbem-29702	73	16	different	different	ADJ
fbem-29702	73	17	features	feature	NOUN
fbem-29702	73	18	are	be	AUX
fbem-29702	73	19	comparable	comparable	ADJ
fbem-29702	73	20	in	in	ADP
fbem-29702	73	21	subsequent	subsequent	ADJ
fbem-29702	73	22	analysis	analysis	NOUN
fbem-29702	73	23	.	.	PUNCT
fbem-29702	74	1	normalization	normalization	NOUN
fbem-29702	74	2	:	:	PUNCT
fbem-29702	74	3	mapping	map	VERB
fbem-29702	74	4	the	the	DET
fbem-29702	74	5	data	datum	NOUN
fbem-29702	74	6	to	to	ADP
fbem-29702	74	7	the	the	DET
fbem-29702	74	8	interval	interval	NOUN
fbem-29702	75	1	[	[	X
fbem-29702	75	2	0,1	0,1	X
fbem-29702	75	3	]	]	PUNCT
fbem-29702	75	4	so	so	SCONJ
fbem-29702	75	5	that	that	SCONJ
fbem-29702	75	6	all	all	DET
fbem-29702	75	7	features	feature	NOUN
fbem-29702	75	8	fall	fall	VERB
fbem-29702	75	9	within	within	ADP
fbem-29702	75	10	the	the	DET
fbem-29702	75	11	same	same	ADJ
fbem-29702	75	12	numerical	numerical	ADJ
fbem-29702	75	13	range	range	NOUN
fbem-29702	75	14	.	.	PUNCT
fbem-29702	76	1	logarithmic	logarithmic	ADJ
fbem-29702	76	2	transformation	transformation	NOUN
fbem-29702	76	3	:	:	PUNCT
fbem-29702	76	4	when	when	SCONJ
fbem-29702	76	5	the	the	DET
fbem-29702	76	6	data	data	NOUN
fbem-29702	76	7	presents	present	VERB
fbem-29702	76	8	a	a	DET
fbem-29702	76	9	skewed	skewed	ADJ
fbem-29702	76	10	distribution	distribution	NOUN
fbem-29702	76	11	,	,	PUNCT
fbem-29702	76	12	you	you	PRON
fbem-29702	76	13	can	can	AUX
fbem-29702	76	14	perform	perform	VERB
fbem-29702	76	15	a	a	DET
fbem-29702	76	16	logarithmic	logarithmic	ADJ
fbem-29702	76	17	transformation	transformation	NOUN
fbem-29702	76	18	on	on	ADP
fbem-29702	76	19	the	the	DET
fbem-29702	76	20	data	datum	NOUN
fbem-29702	76	21	(	(	PUNCT
fbem-29702	76	22	such	such	ADJ
fbem-29702	76	23	as	as	ADP
fbem-29702	76	24	taking	take	VERB
fbem-29702	76	25	the	the	DET
fbem-29702	76	26	natural	natural	ADJ
fbem-29702	76	27	logarithm	logarithm	NOUN
fbem-29702	76	28	)	)	PUNCT
fbem-29702	76	29	to	to	PART
fbem-29702	76	30	make	make	VERB
fbem-29702	76	31	the	the	DET
fbem-29702	76	32	data	datum	NOUN
fbem-29702	76	33	distribution	distribution	NOUN
fbem-29702	76	34	closer	close	ADV
fbem-29702	76	35	to	to	ADP
fbem-29702	76	36	the	the	DET
fbem-29702	76	37	normal	normal	ADJ
fbem-29702	76	38	distribution	distribution	NOUN
fbem-29702	76	39	,	,	PUNCT
fbem-29702	76	40	which	which	PRON
fbem-29702	76	41	is	be	AUX
fbem-29702	76	42	convenient	convenient	ADJ
fbem-29702	76	43	for	for	ADP
fbem-29702	76	44	subsequent	subsequent	ADJ
fbem-29702	76	45	analysis	analysis	NOUN
fbem-29702	76	46	and	and	CCONJ
fbem-29702	76	47	modeling[5	modeling[5	NOUN
fbem-29702	76	48	]	]	X
fbem-29702	76	49	.	.	PUNCT
fbem-29702	77	1	(	(	PUNCT
fbem-29702	77	2	2	2	X
fbem-29702	77	3	)	)	PUNCT
fbem-29702	77	4	feature	feature	NOUN
fbem-29702	77	5	engineering	engineering	NOUN
fbem-29702	77	6	screening	screen	VERB
fbem-29702	77	7	features	feature	NOUN
fbem-29702	77	8	:	:	PUNCT
fbem-29702	77	9	evaluate	evaluate	VERB
fbem-29702	77	10	the	the	DET
fbem-29702	77	11	necessity	necessity	NOUN
fbem-29702	77	12	of	of	ADP
fbem-29702	77	13	the	the	DET
fbem-29702	77	14	existence	existence	NOUN
fbem-29702	77	15	of	of	ADP
fbem-29702	77	16	indicators	indicator	NOUN
fbem-29702	77	17	through	through	ADP
fbem-29702	77	18	special	special	ADJ
fbem-29702	77	19	importance	importance	NOUN
fbem-29702	77	20	.	.	PUNCT
fbem-29702	78	1	if	if	SCONJ
fbem-29702	78	2	the	the	DET
fbem-29702	78	3	feature	feature	NOUN
fbem-29702	78	4	value	value	NOUN
fbem-29702	78	5	of	of	ADP
fbem-29702	78	6	a	a	DET
fbem-29702	78	7	feature	feature	NOUN
fbem-29702	78	8	is	be	AUX
fbem-29702	78	9	unique	unique	ADJ
fbem-29702	78	10	or	or	CCONJ
fbem-29702	78	11	nearly	nearly	ADV
fbem-29702	78	12	unique	unique	ADJ
fbem-29702	78	13	,	,	PUNCT
fbem-29702	78	14	then	then	ADV
fbem-29702	78	15	the	the	DET
fbem-29702	78	16	feature	feature	NOUN
fbem-29702	78	17	is	be	AUX
fbem-29702	78	18	invalid	invalid	ADJ
fbem-29702	78	19	and	and	CCONJ
fbem-29702	78	20	can	can	AUX
fbem-29702	78	21	be	be	AUX
fbem-29702	78	22	deleted	delete	VERB
fbem-29702	78	23	;	;	PUNCT
fbem-29702	78	24	1	1	NUM
fbem-29702	78	25	(	(	PUNCT
fbem-29702	78	26	1	1	NUM
fbem-29702	78	27	)	)	PUNCT
fbem-29702	78	28	%	%	NOUN
fbem-29702	78	29	(	(	PUNCT
fbem-29702	78	30	)	)	PUNCT
fbem-29702	78	31	n	n	PRON
fbem-29702	78	32	set	set	VERB
fbem-29702	78	33	feature	feature	NOUN
fbem-29702	78	34			PROPN
fbem-29702	78	35			NOUN
fbem-29702	78	36	(	(	PUNCT
fbem-29702	78	37	1	1	NUM
fbem-29702	78	38	)	)	PUNCT
fbem-29702	78	39	formula	formula	NOUN
fbem-29702	78	40	(	(	PUNCT
fbem-29702	78	41	1	1	X
fbem-29702	78	42	)	)	PUNCT
fbem-29702	78	43	is	be	AUX
fbem-29702	78	44	the	the	DET
fbem-29702	78	45	mathematical	mathematical	ADJ
fbem-29702	78	46	model	model	NOUN
fbem-29702	78	47	for	for	ADP
fbem-29702	78	48	calculating	calculate	VERB
fbem-29702	78	49	the	the	DET
fbem-29702	78	50	contribution	contribution	NOUN
fbem-29702	78	51	degree	degree	NOUN
fbem-29702	78	52	of	of	ADP
fbem-29702	78	53	an	an	DET
fbem-29702	78	54	influential	influential	ADJ
fbem-29702	78	55	factor	factor	NOUN
fbem-29702	78	56	,	,	PUNCT
fbem-29702	78	57	n	n	X
fbem-29702	78	58	is	be	AUX
fbem-29702	78	59	the	the	DET
fbem-29702	78	60	contribution	contribution	NOUN
fbem-29702	78	61	degree	degree	NOUN
fbem-29702	78	62	of	of	ADP
fbem-29702	78	63	an	an	DET
fbem-29702	78	64	influential	influential	ADJ
fbem-29702	78	65	factor	factor	NOUN
fbem-29702	78	66	,	,	PUNCT
fbem-29702	78	67	set	set	VERB
fbem-29702	78	68	is	be	AUX
fbem-29702	78	69	the	the	DET
fbem-29702	78	70	deduplication	deduplication	NOUN
fbem-29702	78	71	function	function	NOUN
fbem-29702	78	72	of	of	ADP
fbem-29702	78	73	the	the	DET
fbem-29702	78	74	eigenvalue	eigenvalue	NOUN
fbem-29702	78	75	of	of	ADP
fbem-29702	78	76	an	an	DET
fbem-29702	78	77	influential	influential	ADJ
fbem-29702	78	78	factor	factor	NOUN
fbem-29702	78	79	,	,	PUNCT
fbem-29702	78	80	and	and	CCONJ
fbem-29702	78	81	feature	feature	NOUN
fbem-29702	78	82	is	be	AUX
fbem-29702	78	83	the	the	DET
fbem-29702	78	84	set	set	NOUN
fbem-29702	78	85	of	of	ADP
fbem-29702	78	86	eigenvalue	eigenvalue	PROPN
fbem-29702	78	87	.	.	PUNCT
fbem-29702	79	1	combined	combine	VERB
fbem-29702	79	2	features	feature	NOUN
fbem-29702	79	3	:	:	PUNCT
fbem-29702	79	4	by	by	ADP
fbem-29702	79	5	combining	combine	VERB
fbem-29702	79	6	multiple	multiple	ADJ
fbem-29702	79	7	features	feature	NOUN
fbem-29702	79	8	,	,	PUNCT
fbem-29702	79	9	new	new	ADJ
fbem-29702	79	10	features	feature	NOUN
fbem-29702	79	11	are	be	AUX
fbem-29702	79	12	generated	generate	VERB
fbem-29702	79	13	to	to	PART
fbem-29702	79	14	provide	provide	VERB
fbem-29702	79	15	richer	rich	ADJ
fbem-29702	79	16	information	information	NOUN
fbem-29702	79	17	.	.	PUNCT
fbem-29702	80	1	combining	combine	VERB
fbem-29702	80	2	features	feature	NOUN
fbem-29702	80	3	can	can	AUX
fbem-29702	80	4	reveal	reveal	VERB
fbem-29702	80	5	the	the	DET
fbem-29702	80	6	interactions	interaction	NOUN
fbem-29702	80	7	between	between	ADP
fbem-29702	80	8	features	feature	NOUN
fbem-29702	80	9	,	,	PUNCT
fbem-29702	80	10	thereby	thereby	ADV
fbem-29702	80	11	improving	improve	VERB
fbem-29702	80	12	the	the	DET
fbem-29702	80	13	performance	performance	NOUN
fbem-29702	80	14	of	of	ADP
fbem-29702	80	15	the	the	DET
fbem-29702	80	16	model	model	NOUN
fbem-29702	80	17	.	.	PUNCT
fbem-29702	81	1	feature	feature	NOUN
fbem-29702	81	2	selection	selection	NOUN
fbem-29702	81	3	:	:	PUNCT
fbem-29702	81	4	select	select	VERB
fbem-29702	81	5	the	the	DET
fbem-29702	81	6	features	feature	NOUN
fbem-29702	81	7	that	that	PRON
fbem-29702	81	8	are	be	AUX
fbem-29702	81	9	most	most	ADV
fbem-29702	81	10	representative	representative	ADJ
fbem-29702	81	11	or	or	CCONJ
fbem-29702	81	12	best	good	ADJ
fbem-29702	81	13	able	able	ADJ
fbem-29702	81	14	to	to	PART
fbem-29702	81	15	distinguish	distinguish	VERB
fbem-29702	81	16	different	different	ADJ
fbem-29702	81	17	categories	category	NOUN
fbem-29702	81	18	from	from	ADP
fbem-29702	81	19	the	the	DET
fbem-29702	81	20	original	original	ADJ
fbem-29702	81	21	feature	feature	NOUN
fbem-29702	81	22	set	set	VERB
fbem-29702	81	23	.	.	PUNCT
fbem-29702	82	1	feature	feature	NOUN
fbem-29702	82	2	selection	selection	NOUN
fbem-29702	82	3	can	can	AUX
fbem-29702	82	4	reduce	reduce	VERB
fbem-29702	82	5	redundant	redundant	ADJ
fbem-29702	82	6	features	feature	NOUN
fbem-29702	82	7	,	,	PUNCT
fbem-29702	82	8	reduce	reduce	VERB
fbem-29702	82	9	model	model	NOUN
fbem-29702	82	10	complexity	complexity	NOUN
fbem-29702	82	11	,	,	PUNCT
fbem-29702	82	12	and	and	CCONJ
fbem-29702	82	13	improve	improve	VERB
fbem-29702	82	14	model	model	NOUN
fbem-29702	82	15	performance	performance	NOUN
fbem-29702	82	16	.	.	PUNCT
fbem-29702	83	1	2.4	2.4	NUM
fbem-29702	83	2	.	.	PUNCT
fbem-29702	84	1	design	design	NOUN
fbem-29702	84	2	of	of	ADP
fbem-29702	84	3	pricing	pricing	NOUN
fbem-29702	84	4	model	model	NOUN
fbem-29702	84	5	based	base	VERB
fbem-29702	84	6	on	on	ADP
fbem-29702	84	7	the	the	DET
fbem-29702	84	8	above	above	ADJ
fbem-29702	84	9	index	index	NOUN
fbem-29702	84	10	system	system	NOUN
fbem-29702	84	11	,	,	PUNCT
fbem-29702	84	12	this	this	DET
fbem-29702	84	13	paper	paper	NOUN
fbem-29702	84	14	uses	use	VERB
fbem-29702	84	15	the	the	DET
fbem-29702	84	16	learning	learn	VERB
fbem-29702	84	17	algorithm	algorithm	NOUN
fbem-29702	84	18	of	of	ADP
fbem-29702	84	19	support	support	NOUN
fbem-29702	84	20	vector	vector	NOUN
fbem-29702	84	21	machine	machine	NOUN
fbem-29702	84	22	to	to	PART
fbem-29702	84	23	build	build	VERB
fbem-29702	84	24	the	the	DET
fbem-29702	84	25	pricing	pricing	NOUN
fbem-29702	84	26	model	model	NOUN
fbem-29702	84	27	.	.	PUNCT
fbem-29702	85	1	support	support	NOUN
fbem-29702	85	2	vector	vector	NOUN
fbem-29702	85	3	machine	machine	NOUN
fbem-29702	85	4	conducts	conduct	NOUN
fbem-29702	85	5	regression[6	regression[6	VERB
fbem-29702	85	6	]	]	PUNCT
fbem-29702	85	7	by	by	ADP
fbem-29702	85	8	finding	find	VERB
fbem-29702	85	9	the	the	DET
fbem-29702	85	10	optimal	optimal	ADJ
fbem-29702	85	11	hyperplane	hyperplane	NOUN
fbem-29702	85	12	,	,	PUNCT
fbem-29702	85	13	which	which	PRON
fbem-29702	85	14	is	be	AUX
fbem-29702	85	15	suitable	suitable	ADJ
fbem-29702	85	16	for	for	ADP
fbem-29702	85	17	highdimensional	highdimensional	ADJ
fbem-29702	85	18	space	space	NOUN
fbem-29702	85	19	and	and	CCONJ
fbem-29702	85	20	nonlinear	nonlinear	ADJ
fbem-29702	85	21	problems	problem	NOUN
fbem-29702	85	22	.	.	PUNCT
fbem-29702	86	1	the	the	DET
fbem-29702	86	2	steps	step	NOUN
fbem-29702	86	3	of	of	ADP
fbem-29702	86	4	169	169	NUM
fbem-29702	86	5	support	support	NOUN
fbem-29702	86	6	vector	vector	NOUN
fbem-29702	86	7	machine	machine	NOUN
fbem-29702	86	8	are[7	are[7	NOUN
fbem-29702	86	9	]	]	PUNCT
fbem-29702	86	10	as	as	SCONJ
fbem-29702	86	11	follows	follow	VERB
fbem-29702	86	12	:	:	PUNCT
fbem-29702	86	13	the	the	DET
fbem-29702	86	14	first	first	ADJ
fbem-29702	86	15	step	step	NOUN
fbem-29702	86	16	is	be	AUX
fbem-29702	86	17	to	to	PART
fbem-29702	86	18	construct	construct	VERB
fbem-29702	86	19	the	the	DET
fbem-29702	86	20	objective	objective	ADJ
fbem-29702	86	21	function	function	NOUN
fbem-29702	86	22	of	of	ADP
fbem-29702	86	23	svm	svm	PROPN
fbem-29702	86	24	.	.	PUNCT
fbem-29702	87	1	the	the	DET
fbem-29702	87	2	objective	objective	ADJ
fbem-29702	87	3	function	function	NOUN
fbem-29702	87	4	is	be	AUX
fbem-29702	87	5	formula	formula	NOUN
fbem-29702	87	6	(	(	PUNCT
fbem-29702	87	7	2	2	NUM
fbem-29702	87	8	)	)	PUNCT
fbem-29702	87	9	.	.	PUNCT
fbem-29702	88	1	2	2	NUM
fbem-29702	88	2	,	,	PUNCT
fbem-29702	88	3	,	,	PUNCT
fbem-29702	88	4	=	=	NOUN
fbem-29702	88	5	1	1	NUM
fbem-29702	88	6	1	1	NUM
fbem-29702	88	7	min	min	NOUN
fbem-29702	88	8	+	+	PROPN
fbem-29702	88	9	c	c	NOUN
fbem-29702	88	10	2	2	NUM
fbem-29702	88	11	.	.	PUNCT
fbem-29702	88	12	.	.	PUNCT
fbem-29702	89	1	(	(	PUNCT
fbem-29702	89	2	)	)	PUNCT
fbem-29702	89	3	1	1	NUM
fbem-29702	89	4	,	,	PUNCT
fbem-29702	89	5	=	=	NOUN
fbem-29702	89	6	1,2	1,2	NUM
fbem-29702	89	7	,	,	PUNCT
fbem-29702	89	8	,	,	PUNCT
fbem-29702	89	9	0	0	NUM
fbem-29702	89	10	,	,	PUNCT
fbem-29702	89	11	=	=	NOUN
fbem-29702	89	12	1,2	1,2	NUM
fbem-29702	89	13	,	,	PUNCT
fbem-29702	89	14	,	,	PUNCT
fbem-29702	89	15	n	n	CCONJ
fbem-29702	90	1	i	i	X
fbem-29702	90	2	w	w	PROPN
fbem-29702	90	3	b	b	PROPN
fbem-29702	91	1	i	i	PRON
fbem-29702	91	2	t	t	X
fbem-29702	92	1	i	i	PRON
fbem-29702	93	1	i	i	PRON
fbem-29702	94	1	i	i	PRON
fbem-29702	95	1	i	i	VERB
fbem-29702	96	1	w	w	VERB
fbem-29702	96	2	s	s	PROPN
fbem-29702	96	3	t	t	PROPN
fbem-29702	96	4	y	y	PROPN
fbem-29702	96	5	w	w	PROPN
fbem-29702	96	6	x	x	PROPN
fbem-29702	97	1	b	b	PROPN
fbem-29702	97	2	i	i	PRON
fbem-29702	98	1	n	n	VERB
fbem-29702	99	1	i	i	PRON
fbem-29702	99	2	n	n	VERB
fbem-29702	99	3			VERB
fbem-29702	99	4			X
fbem-29702	99	5			NOUN
fbem-29702	99	6			X
fbem-29702	99	7			NOUN
fbem-29702	99	8			NOUN
fbem-29702	99	9			PRON
fbem-29702	99	10			VERB
fbem-29702	99	11			NUM
fbem-29702	99	12			NUM
fbem-29702	99	13			X
fbem-29702	99	14			NOUN
fbem-29702	99	15			NOUN
fbem-29702	99	16	（	（	PUNCT
fbem-29702	99	17	）	）	PUNCT
fbem-29702	99	18	(	(	PUNCT
fbem-29702	99	19	2	2	NUM
fbem-29702	99	20	)	)	PUNCT
fbem-29702	99	21	in	in	ADP
fbem-29702	99	22	the	the	DET
fbem-29702	99	23	second	second	ADJ
fbem-29702	99	24	step	step	NOUN
fbem-29702	99	25	,	,	PUNCT
fbem-29702	99	26	the	the	DET
fbem-29702	99	27	lagrange	lagrange	NOUN
fbem-29702	99	28	function	function	VERB
fbem-29702	99	29	with	with	ADP
fbem-29702	99	30	relaxation	relaxation	NOUN
fbem-29702	99	31	factor	factor	NOUN
fbem-29702	99	32	is	be	AUX
fbem-29702	99	33	constructed	construct	VERB
fbem-29702	99	34	.	.	PUNCT
fbem-29702	100	1	the	the	DET
fbem-29702	100	2	lagrange	lagrange	NOUN
fbem-29702	100	3	function	function	NOUN
fbem-29702	100	4	is	be	AUX
fbem-29702	100	5	shown	show	VERB
fbem-29702	100	6	in	in	ADP
fbem-29702	100	7	formula	formula	NOUN
fbem-29702	100	8	(	(	PUNCT
fbem-29702	100	9	3	3	NUM
fbem-29702	100	10	)	)	PUNCT
fbem-29702	100	11	.	.	PUNCT
fbem-29702	101	1	2	2	NUM
fbem-29702	101	2	=	=	SYM
fbem-29702	101	3	1	1	NUM
fbem-29702	101	4	=	=	SYM
fbem-29702	101	5	1	1	NUM
fbem-29702	101	6	=	=	SYM
fbem-29702	101	7	1	1	NUM
fbem-29702	101	8	1	1	NUM
fbem-29702	101	9	(	(	PUNCT
fbem-29702	101	10	w	w	PROPN
fbem-29702	101	11	,	,	PUNCT
fbem-29702	101	12	b	b	PROPN
fbem-29702	101	13	,	,	PUNCT
fbem-29702	101	14	a	a	PRON
fbem-29702	101	15	,	,	PUNCT
fbem-29702	101	16	,	,	PUNCT
fbem-29702	101	17	)	)	PUNCT
fbem-29702	101	18	=	=	PUNCT
fbem-29702	102	1	+	+	PUNCT
fbem-29702	102	2	c	c	X
fbem-29702	102	3	(	(	PUNCT
fbem-29702	102	4	(	(	PUNCT
fbem-29702	102	5	)	)	PUNCT
fbem-29702	102	6	-1	-1	PUNCT
fbem-29702	102	7	+	+	NUM
fbem-29702	102	8	)	)	SYM
fbem-29702	102	9	2	2	NUM
fbem-29702	102	10	n	n	NUM
fbem-29702	102	11	n	n	CCONJ
fbem-29702	102	12	n	n	NOUN
fbem-29702	102	13	t	t	NOUN
fbem-29702	103	1	i	i	PRON
fbem-29702	103	2	i	i	PRON
fbem-29702	104	1	i	i	PRON
fbem-29702	104	2	i	i	PRON
fbem-29702	105	1	i	i	PRON
fbem-29702	105	2	i	i	PRON
fbem-29702	106	1	i	i	PRON
fbem-29702	106	2	i	i	PRON
fbem-29702	107	1	i	i	PRON
fbem-29702	108	1	i	i	VERB
fbem-29702	108	2	l	l	VERB
fbem-29702	109	1	w	w	VERB
fbem-29702	109	2	a	a	PRON
fbem-29702	109	3	y	y	PROPN
fbem-29702	109	4	w	w	PROPN
fbem-29702	109	5	x	x	X
fbem-29702	109	6	b	b	NOUN
fbem-29702	109	7			NOUN
fbem-29702	109	8			NOUN
fbem-29702	109	9			NOUN
fbem-29702	109	10			NOUN
fbem-29702	109	11			NOUN
fbem-29702	109	12			PRON
fbem-29702	109	13			PRON
fbem-29702	109	14			PROPN
fbem-29702	109	15			X
fbem-29702	109	16			X
fbem-29702	109	17	（	（	PUNCT
fbem-29702	109	18	）	）	PUNCT
fbem-29702	109	19	(	(	PUNCT
fbem-29702	109	20	3	3	X
fbem-29702	109	21	)	)	PUNCT
fbem-29702	109	22	step	step	NOUN
fbem-29702	109	23	3	3	NUM
fbem-29702	109	24	:	:	PUNCT
fbem-29702	109	25	take	take	VERB
fbem-29702	109	26	the	the	DET
fbem-29702	109	27	partial	partial	ADJ
fbem-29702	109	28	derivative	derivative	NOUN
fbem-29702	109	29	of	of	ADP
fbem-29702	109	30	w	w	PROPN
fbem-29702	109	31	,	,	PUNCT
fbem-29702	109	32	b	b	NOUN
fbem-29702	109	33	,	,	PUNCT
fbem-29702	109	34	,	,	PUNCT
fbem-29702	109	35	.	.	PUNCT
fbem-29702	110	1			NOUN
fbem-29702	110	2	step	step	NOUN
fbem-29702	110	3	4	4	NUM
fbem-29702	110	4	:	:	PUNCT
fbem-29702	110	5	formula	formula	NOUN
fbem-29702	110	6	(	(	PUNCT
fbem-29702	110	7	3	3	NUM
fbem-29702	110	8	)	)	PUNCT
fbem-29702	110	9	into	into	ADP
fbem-29702	110	10	the	the	DET
fbem-29702	110	11	objective	objective	ADJ
fbem-29702	110	12	function	function	NOUN
fbem-29702	110	13	formula	formula	NOUN
fbem-29702	110	14	(	(	PUNCT
fbem-29702	110	15	2	2	NUM
fbem-29702	110	16	)	)	PUNCT
fbem-29702	110	17	,	,	PUNCT
fbem-29702	110	18	construct	construct	VERB
fbem-29702	110	19	formula	formula	NOUN
fbem-29702	110	20	(	(	PUNCT
fbem-29702	110	21	4	4	NUM
fbem-29702	110	22	)	)	PUNCT
fbem-29702	110	23	,	,	PUNCT
fbem-29702	110	24	,	,	PUNCT
fbem-29702	110	25	=	=	NOUN
fbem-29702	110	26	1	1	NUM
fbem-29702	110	27	=	=	SYM
fbem-29702	110	28	1	1	NUM
fbem-29702	110	29	=	=	SYM
fbem-29702	110	30	1	1	NUM
fbem-29702	110	31	1	1	NUM
fbem-29702	110	32	min	min	NOUN
fbem-29702	110	33	(	(	PUNCT
fbem-29702	110	34	w	w	PROPN
fbem-29702	110	35	,	,	PUNCT
fbem-29702	110	36	b	b	NOUN
fbem-29702	110	37	,	,	PUNCT
fbem-29702	110	38	,	,	PUNCT
fbem-29702	110	39	,	,	PUNCT
fbem-29702	110	40	)	)	PUNCT
fbem-29702	110	41	=	=	SYM
fbem-29702	110	42	(	(	PUNCT
fbem-29702	110	43	(	(	PUNCT
fbem-29702	110	44	)	)	PUNCT
fbem-29702	110	45	(	(	PUNCT
fbem-29702	110	46	)	)	PUNCT
fbem-29702	110	47	)	)	PUNCT
fbem-29702	111	1	2	2	NUM
fbem-29702	111	2	n	n	ADP
fbem-29702	111	3	n	n	CCONJ
fbem-29702	112	1	n	n	NOUN
fbem-29702	113	1	i	i	PRON
fbem-29702	113	2	i	i	INTJ
fbem-29702	114	1	j	j	VERB
fbem-29702	115	1	i	i	PRON
fbem-29702	115	2	j	j	VERB
fbem-29702	116	1	i	i	PRON
fbem-29702	116	2	j	j	PROPN
fbem-29702	117	1	w	w	PROPN
fbem-29702	117	2	b	b	PROPN
fbem-29702	118	1	i	i	PRON
fbem-29702	118	2	i	i	PRON
fbem-29702	119	1	j	j	PROPN
fbem-29702	119	2	l	l	NOUN
fbem-29702	120	1	a	a	DET
fbem-29702	120	2	a	a	DET
fbem-29702	120	3	aa	aa	NOUN
fbem-29702	120	4	y	y	PROPN
fbem-29702	120	5	y	y	PROPN
fbem-29702	120	6	x	x	PUNCT
fbem-29702	120	7	x	x	PUNCT
fbem-29702	120	8			X
fbem-29702	120	9			X
fbem-29702	120	10			NOUN
fbem-29702	120	11			NOUN
fbem-29702	120	12			PUNCT
fbem-29702	120	13			X
fbem-29702	120	14	(	(	PUNCT
fbem-29702	120	15	4	4	X
fbem-29702	120	16	)	)	PUNCT
fbem-29702	120	17	step	step	NOUN
fbem-29702	120	18	5	5	NUM
fbem-29702	120	19	:	:	PUNCT
fbem-29702	120	20	find	find	VERB
fbem-29702	120	21	the	the	DET
fbem-29702	120	22	maximum	maximum	ADJ
fbem-29702	120	23	value	value	NOUN
fbem-29702	120	24	of	of	ADP
fbem-29702	120	25	formula	formula	NOUN
fbem-29702	120	26	(	(	PUNCT
fbem-29702	120	27	4	4	NUM
fbem-29702	120	28	)	)	PUNCT
fbem-29702	120	29	with	with	ADP
fbem-29702	120	30	respect	respect	NOUN
fbem-29702	120	31	to	to	ADP
fbem-29702	120	32	a	a	PRON
fbem-29702	120	33	to	to	PART
fbem-29702	120	34	get	get	VERB
fbem-29702	120	35	formula	formula	NOUN
fbem-29702	120	36	(	(	PUNCT
fbem-29702	120	37	5	5	NUM
fbem-29702	120	38	)	)	PUNCT
fbem-29702	120	39	=	=	SYM
fbem-29702	120	40	1	1	NUM
fbem-29702	120	41	=	=	SYM
fbem-29702	120	42	1	1	NUM
fbem-29702	120	43	=	=	SYM
fbem-29702	120	44	1	1	NUM
fbem-29702	120	45	=	=	SYM
fbem-29702	120	46	1	1	NUM
fbem-29702	120	47	1	1	NUM
fbem-29702	120	48	max	max	NOUN
fbem-29702	120	49	(	(	PUNCT
fbem-29702	120	50	(	(	PUNCT
fbem-29702	120	51	)	)	PUNCT
fbem-29702	120	52	(	(	PUNCT
fbem-29702	120	53	)	)	PUNCT
fbem-29702	120	54	)	)	PUNCT
fbem-29702	120	55	2	2	NUM
fbem-29702	120	56	.t	.t	NOUN
fbem-29702	120	57	.	.	PUNCT
fbem-29702	121	1	=	=	NOUN
fbem-29702	121	2	0	0	NUM
fbem-29702	121	3	0	0	NUM
fbem-29702	121	4	,	,	PUNCT
fbem-29702	121	5	=	=	NOUN
fbem-29702	121	6	0	0	NUM
fbem-29702	121	7	0	0	NUM
fbem-29702	121	8	,	,	PUNCT
fbem-29702	121	9	=	=	NOUN
fbem-29702	121	10	1,2	1,2	NUM
fbem-29702	121	11	,	,	PUNCT
fbem-29702	121	12	,	,	PUNCT
fbem-29702	121	13	n	n	CCONJ
fbem-29702	121	14	n	n	CCONJ
fbem-29702	121	15	n	n	NOUN
fbem-29702	122	1	i	i	PRON
fbem-29702	122	2	i	i	INTJ
fbem-29702	123	1	j	j	VERB
fbem-29702	124	1	i	i	PRON
fbem-29702	124	2	j	j	VERB
fbem-29702	125	1	i	i	PRON
fbem-29702	125	2	j	j	PROPN
fbem-29702	126	1	a	a	PRON
fbem-29702	126	2	i	i	PRON
fbem-29702	127	1	i	i	INTJ
fbem-29702	127	2	j	j	PROPN
fbem-29702	128	1	n	n	CCONJ
fbem-29702	128	2	i	i	PRON
fbem-29702	129	1	i	i	PRON
fbem-29702	129	2	i	i	PRON
fbem-29702	130	1	i	i	PRON
fbem-29702	130	2	i	i	PRON
fbem-29702	131	1	i	i	PRON
fbem-29702	131	2	i	i	PRON
fbem-29702	132	1	a	a	PRON
fbem-29702	132	2	aa	aa	NOUN
fbem-29702	132	3	y	y	PROPN
fbem-29702	132	4	y	y	PROPN
fbem-29702	132	5	x	x	PUNCT
fbem-29702	133	1	x	x	X
fbem-29702	133	2	s	s	VERB
fbem-29702	133	3	a	a	DET
fbem-29702	133	4	y	y	NOUN
fbem-29702	133	5	a	a	DET
fbem-29702	133	6	c	c	NOUN
fbem-29702	134	1	a	a	DET
fbem-29702	134	2	i	i	NOUN
fbem-29702	134	3	n	n	CCONJ
fbem-29702	134	4			NOUN
fbem-29702	134	5			NOUN
fbem-29702	134	6			NOUN
fbem-29702	134	7			NOUN
fbem-29702	134	8			NOUN
fbem-29702	134	9			NUM
fbem-29702	134	10			PROPN
fbem-29702	134	11			PROPN
fbem-29702	134	12			NUM
fbem-29702	134	13			X
fbem-29702	134	14			PUNCT
fbem-29702	134	15			X
fbem-29702	134	16			NOUN
fbem-29702	134	17	(	(	PUNCT
fbem-29702	134	18	5	5	NUM
fbem-29702	134	19	)	)	PUNCT
fbem-29702	134	20	step	step	NOUN
fbem-29702	134	21	6	6	NUM
fbem-29702	134	22	:	:	PUNCT
fbem-29702	134	23	construct	construct	VERB
fbem-29702	134	24	the	the	DET
fbem-29702	134	25	dual	dual	ADJ
fbem-29702	134	26	problem	problem	NOUN
fbem-29702	134	27	of	of	ADP
fbem-29702	134	28	the	the	DET
fbem-29702	134	29	maximum	maximum	ADJ
fbem-29702	134	30	value	value	NOUN
fbem-29702	134	31	problem	problem	NOUN
fbem-29702	134	32	,	,	PUNCT
fbem-29702	134	33	that	that	ADV
fbem-29702	134	34	is	is	ADV
fbem-29702	134	35	,	,	PUNCT
fbem-29702	134	36	the	the	DET
fbem-29702	134	37	minimum	minimum	NOUN
fbem-29702	134	38	value	value	NOUN
fbem-29702	134	39	,	,	PUNCT
fbem-29702	134	40	the	the	DET
fbem-29702	134	41	minimum	minimum	ADJ
fbem-29702	134	42	value	value	NOUN
fbem-29702	134	43	objective	objective	ADJ
fbem-29702	134	44	function	function	NOUN
fbem-29702	134	45	as	as	SCONJ
fbem-29702	134	46	follows	follow	VERB
fbem-29702	134	47	:	:	PUNCT
fbem-29702	134	48	(	(	PUNCT
fbem-29702	134	49	6	6	X
fbem-29702	134	50	)	)	PUNCT
fbem-29702	134	51	=	=	SYM
fbem-29702	134	52	1	1	NUM
fbem-29702	134	53	=	=	SYM
fbem-29702	134	54	1	1	NUM
fbem-29702	134	55	=	=	SYM
fbem-29702	134	56	1	1	NUM
fbem-29702	134	57	=	=	SYM
fbem-29702	134	58	1	1	NUM
fbem-29702	134	59	1	1	NUM
fbem-29702	134	60	min	min	NOUN
fbem-29702	134	61	(	(	PUNCT
fbem-29702	134	62	(	(	PUNCT
fbem-29702	134	63	)	)	PUNCT
fbem-29702	134	64	(	(	PUNCT
fbem-29702	134	65	)	)	PUNCT
fbem-29702	134	66	)	)	PUNCT
fbem-29702	134	67	2	2	NUM
fbem-29702	134	68	.t	.t	NOUN
fbem-29702	134	69	.	.	PUNCT
fbem-29702	135	1	=	=	NOUN
fbem-29702	135	2	0	0	SYM
fbem-29702	135	3	0	0	NUM
fbem-29702	135	4	=	=	SYM
fbem-29702	135	5	1,2	1,2	NUM
fbem-29702	135	6	,	,	PUNCT
fbem-29702	135	7	,	,	PUNCT
fbem-29702	135	8	n	n	CCONJ
fbem-29702	135	9	n	n	CCONJ
fbem-29702	135	10	n	n	NOUN
fbem-29702	136	1	i	i	PRON
fbem-29702	136	2	j	j	PROPN
fbem-29702	137	1	i	i	PRON
fbem-29702	137	2	j	j	VERB
fbem-29702	138	1	i	i	PRON
fbem-29702	138	2	j	j	VERB
fbem-29702	139	1	i	i	PRON
fbem-29702	139	2	a	a	VERB
fbem-29702	140	1	i	i	PRON
fbem-29702	140	2	j	j	NOUN
fbem-29702	141	1	i	i	PRON
fbem-29702	141	2	n	n	VERB
fbem-29702	142	1	i	i	PRON
fbem-29702	142	2	i	i	PRON
fbem-29702	143	1	i	i	PRON
fbem-29702	143	2	i	i	PRON
fbem-29702	144	1	aa	aa	VERB
fbem-29702	144	2	y	y	PROPN
fbem-29702	144	3	y	y	PROPN
fbem-29702	144	4	x	x	PROPN
fbem-29702	145	1	x	x	PUNCT
fbem-29702	145	2	a	a	PRON
fbem-29702	145	3	s	s	X
fbem-29702	145	4	a	a	DET
fbem-29702	145	5	y	y	PROPN
fbem-29702	145	6	a	a	DET
fbem-29702	145	7	ci	ci	NOUN
fbem-29702	145	8	n	n	CCONJ
fbem-29702	145	9			NOUN
fbem-29702	145	10			NOUN
fbem-29702	145	11			NOUN
fbem-29702	145	12			NOUN
fbem-29702	145	13			PART
fbem-29702	145	14			X
fbem-29702	145	15			X
fbem-29702	146	1			NOUN
fbem-29702	146	2	(	(	PUNCT
fbem-29702	146	3	6	6	NUM
fbem-29702	146	4	)	)	PUNCT
fbem-29702	146	5	step	step	NOUN
fbem-29702	146	6	7	7	NUM
fbem-29702	146	7	:	:	PUNCT
fbem-29702	146	8	solve	solve	VERB
fbem-29702	146	9	the	the	DET
fbem-29702	146	10	optimal	optimal	ADJ
fbem-29702	146	11	solution	solution	NOUN
fbem-29702	146	12	*	*	PUNCT
fbem-29702	146	13	a	a	PRON
fbem-29702	146	14	,	,	PUNCT
fbem-29702	146	15	the	the	DET
fbem-29702	146	16	optimal	optimal	ADJ
fbem-29702	146	17	solution	solution	NOUN
fbem-29702	146	18	formula	formula	NOUN
fbem-29702	146	19	is	be	AUX
fbem-29702	146	20	as	as	ADP
fbem-29702	146	21	formula	formula	NOUN
fbem-29702	146	22	(	(	PUNCT
fbem-29702	146	23	7	7	NUM
fbem-29702	146	24	)	)	PUNCT
fbem-29702	146	25	.	.	PUNCT
fbem-29702	147	1	*	*	PUNCT
fbem-29702	148	1	*	*	PUNCT
fbem-29702	149	1	=	=	NOUN
fbem-29702	149	2	1	1	NUM
fbem-29702	149	3	*	*	PUNCT
fbem-29702	149	4	*	*	PUNCT
fbem-29702	149	5	:	:	PUNCT
fbem-29702	149	6	=	=	X
fbem-29702	149	7	-1	-1	PRON
fbem-29702	149	8	:	:	PUNCT
fbem-29702	150	1	=	=	NOUN
fbem-29702	150	2	1	1	X
fbem-29702	150	3	*	*	PUNCT
fbem-29702	150	4	=	=	SYM
fbem-29702	150	5	(	(	PUNCT
fbem-29702	150	6	x	x	X
fbem-29702	150	7	)	)	PUNCT
fbem-29702	150	8	max	max	PROPN
fbem-29702	150	9	+	+	CCONJ
fbem-29702	150	10	min	min	NOUN
fbem-29702	150	11	=	=	SYM
fbem-29702	150	12	2	2	NUM
fbem-29702	150	13	i	i	PRON
fbem-29702	150	14	i	i	PRON
fbem-29702	150	15	n	n	VERB
fbem-29702	151	1	i	i	PRON
fbem-29702	151	2	i	i	PRON
fbem-29702	152	1	i	i	PRON
fbem-29702	152	2	i	i	PRON
fbem-29702	153	1	i	i	PRON
fbem-29702	153	2	i	i	PRON
fbem-29702	154	1	i	i	VERB
fbem-29702	154	2	y	y	VERB
fbem-29702	155	1	i	i	INTJ
fbem-29702	155	2	y	y	PROPN
fbem-29702	155	3	w	w	VERB
fbem-29702	155	4	a	a	DET
fbem-29702	155	5	y	y	PROPN
fbem-29702	155	6	w	w	PROPN
fbem-29702	155	7	x	x	PROPN
fbem-29702	155	8	w	w	NOUN
fbem-29702	155	9	x	x	SYM
fbem-29702	155	10	b	b	NOUN
fbem-29702	155	11			NOUN
fbem-29702	155	12			PRON
fbem-29702	155	13			X
fbem-29702	155	14			X
fbem-29702	155	15	(	(	PUNCT
fbem-29702	155	16	7	7	X
fbem-29702	155	17	)	)	PUNCT
fbem-29702	155	18	note	note	NOUN
fbem-29702	155	19	:	:	PUNCT
fbem-29702	155	20	when	when	SCONJ
fbem-29702	155	21	calculating	calculate	VERB
fbem-29702	155	22	b	b	X
fbem-29702	155	23	*	*	PROPN
fbem-29702	155	24	,	,	PUNCT
fbem-29702	155	25	you	you	PRON
fbem-29702	155	26	need	need	VERB
fbem-29702	155	27	to	to	PART
fbem-29702	155	28	use	use	VERB
fbem-29702	155	29	a	a	DET
fbem-29702	155	30	vector	vector	NOUN
fbem-29702	155	31	that	that	PRON
fbem-29702	155	32	satisfies	satisfy	VERB
fbem-29702	155	33	the	the	DET
fbem-29702	155	34	conditions	condition	NOUN
fbem-29702	155	35	0	0	PUNCT
fbem-29702	155	36	<	<	X
fbem-29702	155	37	<	<	X
fbem-29702	155	38	ja	ja	PROPN
fbem-29702	155	39	c	c	PROPN
fbem-29702	155	40	.in	.in	PUNCT
fbem-29702	155	41	practice	practice	NOUN
fbem-29702	155	42	,	,	PUNCT
fbem-29702	155	43	all	all	DET
fbem-29702	155	44	values	value	NOUN
fbem-29702	155	45	of	of	ADP
fbem-29702	155	46	the	the	DET
fbem-29702	155	47	support	support	NOUN
fbem-29702	155	48	vector	vector	NOUN
fbem-29702	155	49	are	be	AUX
fbem-29702	155	50	averaged	average	VERB
fbem-29702	155	51	and	and	CCONJ
fbem-29702	155	52	denoted	denote	VERB
fbem-29702	155	53	as	as	ADP
fbem-29702	155	54	b	b	NOUN
fbem-29702	155	55	*	*	NOUN
fbem-29702	155	56	.	.	PUNCT
fbem-29702	156	1	step	step	NOUN
fbem-29702	156	2	8	8	NUM
fbem-29702	156	3	:	:	PUNCT
fbem-29702	156	4	calculate	calculate	VERB
fbem-29702	156	5	the	the	DET
fbem-29702	156	6	separation	separation	NOUN
fbem-29702	156	7	hyperplane	hyperplane	NOUN
fbem-29702	156	8	,	,	PUNCT
fbem-29702	156	9	the	the	DET
fbem-29702	156	10	hyperplane	hyperplane	NOUN
fbem-29702	156	11	formula	formula	NOUN
fbem-29702	156	12	is	be	AUX
fbem-29702	156	13	formula	formula	NOUN
fbem-29702	156	14	(	(	PUNCT
fbem-29702	156	15	8)	8)	NUM
fbem-29702	156	16	.	.	PUNCT
fbem-29702	157	1	*	*	PUNCT
fbem-29702	158	1	*	*	PUNCT
fbem-29702	158	2	(	(	PUNCT
fbem-29702	158	3	x)+	x)+	NUM
fbem-29702	158	4	=	=	NUM
fbem-29702	158	5	0w	0w	NUM
fbem-29702	158	6	b	b	PROPN
fbem-29702	158	7	(	(	PUNCT
fbem-29702	158	8	8)	8)	NUM
fbem-29702	158	9	step	step	NOUN
fbem-29702	158	10	9	9	NUM
fbem-29702	158	11	:	:	PUNCT
fbem-29702	158	12	decision	decision	NOUN
fbem-29702	158	13	function	function	NOUN
fbem-29702	158	14	*	*	PUNCT
fbem-29702	159	1	*	*	PUNCT
fbem-29702	159	2	(	(	PUNCT
fbem-29702	159	3	x)=sign	x)=sign	NUM
fbem-29702	159	4	(	(	PUNCT
fbem-29702	159	5	(	(	PUNCT
fbem-29702	159	6	x)+	x)+	NUM
fbem-29702	159	7	)	)	PUNCT
fbem-29702	159	8	f	f	PROPN
fbem-29702	159	9	w	w	PROPN
fbem-29702	159	10	b	b	PROPN
fbem-29702	159	11	(	(	PUNCT
fbem-29702	159	12	9	9	NUM
fbem-29702	159	13	)	)	PUNCT
fbem-29702	159	14	input	input	NOUN
fbem-29702	159	15	the	the	DET
fbem-29702	159	16	pre	pre	ADJ
fbem-29702	159	17	-	-	ADJ
fbem-29702	159	18	processed	processed	ADJ
fbem-29702	159	19	data	datum	NOUN
fbem-29702	159	20	into	into	ADP
fbem-29702	159	21	the	the	DET
fbem-29702	159	22	model	model	NOUN
fbem-29702	159	23	and	and	CCONJ
fbem-29702	159	24	train	train	VERB
fbem-29702	159	25	multiple	multiple	ADJ
fbem-29702	159	26	pricing	pricing	NOUN
fbem-29702	159	27	models	model	NOUN
fbem-29702	159	28	through	through	ADP
fbem-29702	159	29	feature	feature	NOUN
fbem-29702	159	30	selection	selection	NOUN
fbem-29702	159	31	and	and	CCONJ
fbem-29702	159	32	parameter	parameter	NOUN
fbem-29702	159	33	optimization	optimization	NOUN
fbem-29702	159	34	.	.	PUNCT
fbem-29702	160	1	in	in	ADP
fbem-29702	160	2	order	order	NOUN
fbem-29702	160	3	to	to	PART
fbem-29702	160	4	further	far	ADV
fbem-29702	160	5	improve	improve	VERB
fbem-29702	160	6	the	the	DET
fbem-29702	160	7	performance	performance	NOUN
fbem-29702	160	8	of	of	ADP
fbem-29702	160	9	the	the	DET
fbem-29702	160	10	model	model	NOUN
fbem-29702	160	11	,	,	PUNCT
fbem-29702	160	12	the	the	DET
fbem-29702	160	13	method	method	NOUN
fbem-29702	160	14	of	of	ADP
fbem-29702	160	15	model	model	NOUN
fbem-29702	160	16	integration	integration	NOUN
fbem-29702	160	17	is	be	AUX
fbem-29702	160	18	also	also	ADV
fbem-29702	160	19	used	use	VERB
fbem-29702	160	20	to	to	PART
fbem-29702	160	21	weighted	weight	VERB
fbem-29702	160	22	average	average	ADJ
fbem-29702	160	23	the	the	DET
fbem-29702	160	24	prediction	prediction	NOUN
fbem-29702	160	25	results	result	NOUN
fbem-29702	160	26	of	of	ADP
fbem-29702	160	27	different	different	ADJ
fbem-29702	160	28	algorithms	algorithm	NOUN
fbem-29702	160	29	to	to	PART
fbem-29702	160	30	obtain	obtain	VERB
fbem-29702	160	31	more	more	ADV
fbem-29702	160	32	stable	stable	ADJ
fbem-29702	160	33	and	and	CCONJ
fbem-29702	160	34	accurate	accurate	ADJ
fbem-29702	160	35	prediction	prediction	NOUN
fbem-29702	160	36	results	result	NOUN
fbem-29702	160	37	.	.	PUNCT
fbem-29702	161	1	the	the	DET
fbem-29702	161	2	model	model	NOUN
fbem-29702	161	3	can	can	AUX
fbem-29702	161	4	not	not	PART
fbem-29702	161	5	only	only	ADV
fbem-29702	161	6	provide	provide	VERB
fbem-29702	161	7	accurate	accurate	ADJ
fbem-29702	161	8	pricing	pricing	NOUN
fbem-29702	161	9	suggestions	suggestion	NOUN
fbem-29702	161	10	,	,	PUNCT
fbem-29702	161	11	but	but	CCONJ
fbem-29702	161	12	also	also	ADV
fbem-29702	161	13	quantify	quantify	VERB
fbem-29702	161	14	the	the	DET
fbem-29702	161	15	impact	impact	NOUN
fbem-29702	161	16	of	of	ADP
fbem-29702	161	17	various	various	ADJ
fbem-29702	161	18	influencing	influence	VERB
fbem-29702	161	19	factors	factor	NOUN
fbem-29702	161	20	on	on	ADP
fbem-29702	161	21	prices	price	NOUN
fbem-29702	161	22	,	,	PUNCT
fbem-29702	161	23	providing	provide	VERB
fbem-29702	161	24	strong	strong	ADJ
fbem-29702	161	25	support	support	NOUN
fbem-29702	161	26	for	for	ADP
fbem-29702	161	27	enterprises	enterprise	NOUN
fbem-29702	161	28	'	'	PART
fbem-29702	161	29	pricing	pricing	NOUN
fbem-29702	161	30	decisions	decision	NOUN
fbem-29702	161	31	.	.	PUNCT
fbem-29702	162	1	3	3	X
fbem-29702	162	2	.	.	NOUN
fbem-29702	162	3	result	result	VERB
fbem-29702	162	4	analysis	analysis	NOUN
fbem-29702	162	5	through	through	ADP
fbem-29702	162	6	the	the	DET
fbem-29702	162	7	feature	feature	NOUN
fbem-29702	162	8	importance	importance	NOUN
fbem-29702	162	9	analysis	analysis	NOUN
fbem-29702	162	10	of	of	ADP
fbem-29702	162	11	the	the	DET
fbem-29702	162	12	model	model	NOUN
fbem-29702	162	13	,	,	PUNCT
fbem-29702	162	14	it	it	PRON
fbem-29702	162	15	is	be	AUX
fbem-29702	162	16	found	find	VERB
fbem-29702	162	17	that	that	SCONJ
fbem-29702	162	18	market	market	NOUN
fbem-29702	162	19	demand	demand	NOUN
fbem-29702	162	20	and	and	CCONJ
fbem-29702	162	21	supply	supply	NOUN
fbem-29702	162	22	are	be	AUX
fbem-29702	162	23	the	the	DET
fbem-29702	162	24	most	most	ADV
fbem-29702	162	25	influential	influential	ADJ
fbem-29702	162	26	factors	factor	NOUN
fbem-29702	162	27	,	,	PUNCT
fbem-29702	162	28	followed	follow	VERB
fbem-29702	162	29	by	by	ADP
fbem-29702	162	30	brand	brand	NOUN
fbem-29702	162	31	and	and	CCONJ
fbem-29702	162	32	quality	quality	NOUN
fbem-29702	162	33	,	,	PUNCT
fbem-29702	162	34	and	and	CCONJ
fbem-29702	162	35	cost	cost	NOUN
fbem-29702	162	36	has	have	VERB
fbem-29702	162	37	a	a	DET
fbem-29702	162	38	relatively	relatively	ADV
fbem-29702	162	39	small	small	ADJ
fbem-29702	162	40	impact	impact	NOUN
fbem-29702	162	41	.	.	PUNCT
fbem-29702	163	1	this	this	DET
fbem-29702	163	2	result	result	NOUN
fbem-29702	163	3	is	be	AUX
fbem-29702	163	4	consistent	consistent	ADJ
fbem-29702	163	5	with	with	ADP
fbem-29702	163	6	the	the	DET
fbem-29702	163	7	current	current	ADJ
fbem-29702	163	8	customer	customer	NOUN
fbem-29702	163	9	-	-	PUNCT
fbem-29702	163	10	centric	centric	NOUN
fbem-29702	163	11	trend	trend	NOUN
fbem-29702	163	12	of	of	ADP
fbem-29702	163	13	the	the	DET
fbem-29702	163	14	automotive	automotive	ADJ
fbem-29702	163	15	aftermarket	aftermarket	NOUN
fbem-29702	163	16	,	,	PUNCT
fbem-29702	163	17	and	and	CCONJ
fbem-29702	163	18	also	also	ADV
fbem-29702	163	19	reflects	reflect	VERB
fbem-29702	163	20	the	the	DET
fbem-29702	163	21	ability	ability	NOUN
fbem-29702	163	22	of	of	ADP
fbem-29702	163	23	the	the	DET
fbem-29702	163	24	machine	machine	NOUN
fbem-29702	163	25	learning	learn	VERB
fbem-29702	163	26	pricing	pricing	NOUN
fbem-29702	163	27	model	model	NOUN
fbem-29702	163	28	to	to	PART
fbem-29702	163	29	capture	capture	VERB
fbem-29702	163	30	factors	factor	NOUN
fbem-29702	163	31	that	that	PRON
fbem-29702	163	32	are	be	AUX
fbem-29702	163	33	difficult	difficult	ADJ
fbem-29702	163	34	to	to	PART
fbem-29702	163	35	quantify	quantify	VERB
fbem-29702	163	36	with	with	ADP
fbem-29702	163	37	traditional	traditional	ADJ
fbem-29702	163	38	methods	method	NOUN
fbem-29702	163	39	.	.	PUNCT
fbem-29702	164	1	in	in	ADP
fbem-29702	164	2	addition	addition	NOUN
fbem-29702	164	3	,	,	PUNCT
fbem-29702	164	4	the	the	DET
fbem-29702	164	5	model	model	NOUN
fbem-29702	164	6	also	also	ADV
fbem-29702	164	7	reveals	reveal	VERB
fbem-29702	164	8	the	the	DET
fbem-29702	164	9	difference	difference	NOUN
fbem-29702	164	10	in	in	ADP
fbem-29702	164	11	price	price	NOUN
fbem-29702	164	12	elasticity	elasticity	NOUN
fbem-29702	164	13	between	between	ADP
fbem-29702	164	14	different	different	ADJ
fbem-29702	164	15	regions	region	NOUN
fbem-29702	164	16	and	and	CCONJ
fbem-29702	164	17	different	different	ADJ
fbem-29702	164	18	seasons	season	NOUN
fbem-29702	164	19	,	,	PUNCT
fbem-29702	164	20	providing	provide	VERB
fbem-29702	164	21	a	a	DET
fbem-29702	164	22	basis	basis	NOUN
fbem-29702	164	23	for	for	SCONJ
fbem-29702	164	24	enterprises	enterprise	NOUN
fbem-29702	164	25	to	to	PART
fbem-29702	164	26	formulate	formulate	VERB
fbem-29702	164	27	differentiated	differentiated	ADJ
fbem-29702	164	28	pricing	pricing	NOUN
fbem-29702	164	29	strategies	strategy	NOUN
fbem-29702	164	30	.	.	PUNCT
fbem-29702	165	1	4	4	X
fbem-29702	165	2	.	.	X
fbem-29702	165	3	conclusion	conclusion	VERB
fbem-29702	165	4	the	the	DET
fbem-29702	165	5	support	support	NOUN
fbem-29702	165	6	vector	vector	NOUN
fbem-29702	165	7	machine	machine	NOUN
fbem-29702	165	8	-	-	PUNCT
fbem-29702	165	9	based	base	VERB
fbem-29702	165	10	automotive	automotive	ADJ
fbem-29702	165	11	aftermarket	aftermarket	NOUN
fbem-29702	165	12	parts	part	NOUN
fbem-29702	165	13	pricing	pricing	NOUN
fbem-29702	165	14	model	model	NOUN
fbem-29702	165	15	constructed	construct	VERB
fbem-29702	165	16	in	in	ADP
fbem-29702	165	17	this	this	DET
fbem-29702	165	18	study	study	NOUN
fbem-29702	165	19	can	can	AUX
fbem-29702	165	20	effectively	effectively	ADV
fbem-29702	165	21	improve	improve	VERB
fbem-29702	165	22	the	the	DET
fbem-29702	165	23	accuracy	accuracy	NOUN
fbem-29702	165	24	and	and	CCONJ
fbem-29702	165	25	scientificity	scientificity	NOUN
fbem-29702	165	26	of	of	ADP
fbem-29702	165	27	pricing	pricing	NOUN
fbem-29702	165	28	by	by	ADP
fbem-29702	165	29	integrating	integrate	VERB
fbem-29702	165	30	multi	multi	ADJ
fbem-29702	165	31	-	-	ADJ
fbem-29702	165	32	source	source	ADJ
fbem-29702	165	33	heterogeneous	heterogeneous	ADJ
fbem-29702	165	34	data	datum	NOUN
fbem-29702	165	35	and	and	CCONJ
fbem-29702	165	36	corresponding	correspond	VERB
fbem-29702	165	37	data	datum	NOUN
fbem-29702	165	38	preprocessing	preprocessing	NOUN
fbem-29702	165	39	and	and	CCONJ
fbem-29702	165	40	cleaning	cleaning	NOUN
fbem-29702	165	41	methods	method	NOUN
fbem-29702	165	42	.	.	PUNCT
fbem-29702	166	1	the	the	DET
fbem-29702	166	2	experimental	experimental	ADJ
fbem-29702	166	3	results	result	NOUN
fbem-29702	166	4	show	show	VERB
fbem-29702	166	5	that	that	SCONJ
fbem-29702	166	6	the	the	DET
fbem-29702	166	7	model	model	NOUN
fbem-29702	166	8	can	can	AUX
fbem-29702	166	9	capture	capture	VERB
fbem-29702	166	10	the	the	DET
fbem-29702	166	11	factors	factor	NOUN
fbem-29702	166	12	that	that	PRON
fbem-29702	166	13	are	be	AUX
fbem-29702	166	14	difficult	difficult	ADJ
fbem-29702	166	15	to	to	PART
fbem-29702	166	16	be	be	AUX
fbem-29702	166	17	quantified	quantify	VERB
fbem-29702	166	18	by	by	ADP
fbem-29702	166	19	traditional	traditional	ADJ
fbem-29702	166	20	pricing	pricing	NOUN
fbem-29702	166	21	methods	method	NOUN
fbem-29702	166	22	,	,	PUNCT
fbem-29702	166	23	such	such	ADJ
fbem-29702	166	24	as	as	ADP
fbem-29702	166	25	customer	customer	NOUN
fbem-29702	166	26	value	value	NOUN
fbem-29702	166	27	and	and	CCONJ
fbem-29702	166	28	market	market	NOUN
fbem-29702	166	29	trend	trend	NOUN
fbem-29702	166	30	,	,	PUNCT
fbem-29702	166	31	and	and	CCONJ
fbem-29702	166	32	provide	provide	VERB
fbem-29702	166	33	strong	strong	ADJ
fbem-29702	166	34	support	support	NOUN
fbem-29702	166	35	for	for	ADP
fbem-29702	166	36	enterprises	enterprise	NOUN
fbem-29702	166	37	to	to	PART
fbem-29702	166	38	formulate	formulate	VERB
fbem-29702	166	39	more	more	ADV
fbem-29702	166	40	reasonable	reasonable	ADJ
fbem-29702	166	41	pricing	pricing	NOUN
fbem-29702	166	42	strategies	strategy	NOUN
fbem-29702	166	43	.	.	PUNCT
fbem-29702	167	1	however	however	ADV
fbem-29702	167	2	,	,	PUNCT
fbem-29702	167	3	there	there	PRON
fbem-29702	167	4	are	be	VERB
fbem-29702	167	5	still	still	ADV
fbem-29702	167	6	some	some	DET
fbem-29702	167	7	limitations	limitation	NOUN
fbem-29702	167	8	in	in	ADP
fbem-29702	167	9	this	this	DET
fbem-29702	167	10	study	study	NOUN
fbem-29702	167	11	.	.	PUNCT
fbem-29702	168	1	the	the	DET
fbem-29702	168	2	model	model	NOUN
fbem-29702	168	3	is	be	AUX
fbem-29702	168	4	highly	highly	ADV
fbem-29702	168	5	dependent	dependent	ADJ
fbem-29702	168	6	on	on	ADP
fbem-29702	168	7	data	datum	NOUN
fbem-29702	168	8	quality	quality	NOUN
fbem-29702	168	9	and	and	CCONJ
fbem-29702	168	10	does	do	AUX
fbem-29702	168	11	not	not	PART
fbem-29702	168	12	consider	consider	VERB
fbem-29702	168	13	the	the	DET
fbem-29702	168	14	influence	influence	NOUN
fbem-29702	168	15	of	of	ADP
fbem-29702	168	16	external	external	ADJ
fbem-29702	168	17	environment	environment	NOUN
fbem-29702	168	18	such	such	ADJ
fbem-29702	168	19	as	as	ADP
fbem-29702	168	20	macroeconomic	macroeconomic	ADJ
fbem-29702	168	21	factors	factor	NOUN
fbem-29702	168	22	.	.	PUNCT
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fbem-29702	169	2	studies	study	NOUN
fbem-29702	169	3	can	can	AUX
fbem-29702	169	4	further	far	ADV
fbem-29702	169	5	expand	expand	VERB
fbem-29702	169	6	the	the	DET
fbem-29702	169	7	data	datum	NOUN
fbem-29702	169	8	sources	source	NOUN
fbem-29702	169	9	,	,	PUNCT
fbem-29702	169	10	introduce	introduce	VERB
fbem-29702	169	11	more	more	ADJ
fbem-29702	169	12	external	external	ADJ
fbem-29702	169	13	variables	variable	NOUN
fbem-29702	169	14	,	,	PUNCT
fbem-29702	169	15	and	and	CCONJ
fbem-29702	169	16	explore	explore	VERB
fbem-29702	169	17	more	more	ADV
fbem-29702	169	18	advanced	advanced	ADJ
fbem-29702	169	19	algorithms	algorithm	NOUN
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fbem-29702	169	21	as	as	ADP
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fbem-29702	169	24	to	to	PART
fbem-29702	169	25	continuously	continuously	ADV
fbem-29702	169	26	optimize	optimize	VERB
fbem-29702	169	27	the	the	DET
fbem-29702	169	28	performance	performance	NOUN
fbem-29702	169	29	of	of	ADP
fbem-29702	169	30	the	the	DET
fbem-29702	169	31	pricing	pricing	NOUN
fbem-29702	169	32	model	model	NOUN
fbem-29702	169	33	.	.	PUNCT
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fbem-29702	170	2	[	[	X
fbem-29702	170	3	1	1	NUM
fbem-29702	170	4	]	]	PUNCT
fbem-29702	170	5	wu	wu	PROPN
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fbem-29702	171	2	on	on	ADP
fbem-29702	171	3	multi	multi	ADJ
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fbem-29702	171	12	on	on	ADP
fbem-29702	171	13	graph	graph	NOUN
fbem-29702	171	14	neural	neural	ADJ
fbem-29702	171	15	network	network	NOUN
fbem-29702	172	1	[	[	X
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fbem-29702	172	4	.	.	PUNCT
fbem-29702	173	1	sichuan	sichuan	PROPN
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fbem-29702	173	4	2023	2023	NUM
fbem-29702	173	5	.	.	PUNCT
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fbem-29702	175	1	dc	dc	PROPN
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fbem-29702	176	2	.	.	PUNCT
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fbem-29702	179	1	[	[	X
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fbem-29702	180	4	,	,	PUNCT
fbem-29702	180	5	2023	2023	NUM
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fbem-29702	181	1	doi	doi	NOUN
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fbem-29702	181	5	,	,	PUNCT
fbem-29702	181	6	dc	dc	PROPN
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fbem-29702	182	2	.	.	NOUN
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fbem-29702	183	4	yan	yan	PROPN
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fbem-29702	183	6	.	.	PUNCT
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fbem-29702	185	1	[	[	X
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fbem-29702	185	4	.	.	PUNCT
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fbem-29702	193	14	-	-	SYM
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fbem-29702	203	1	[	[	PUNCT
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