id	sid	tid	token	lemma	pos
fbem-1670	1	1	frontiers	frontier	NOUN
fbem-1670	1	2	in	in	ADP
fbem-1670	1	3	business	business	NOUN
fbem-1670	1	4	,	,	PUNCT
fbem-1670	1	5	economics	economic	NOUN
fbem-1670	1	6	and	and	CCONJ
fbem-1670	1	7	management	management	NOUN
fbem-1670	1	8	issn	issn	PROPN
fbem-1670	1	9	:	:	PUNCT
fbem-1670	1	10	2766	2766	NUM
fbem-1670	1	11	-	-	PUNCT
fbem-1670	1	12	824x	824x	NUM
fbem-1670	1	13	|	|	ADJ
fbem-1670	1	14	vol	vol	NOUN
fbem-1670	1	15	.	.	PROPN
fbem-1670	2	1	5	5	NUM
fbem-1670	2	2	,	,	PUNCT
fbem-1670	2	3	no	no	INTJ
fbem-1670	2	4	.	.	NOUN
fbem-1670	2	5	2	2	NUM
fbem-1670	2	6	,	,	PUNCT
fbem-1670	2	7	2022	2022	NUM
fbem-1670	2	8	90	90	NUM
fbem-1670	2	9	prediction	prediction	NOUN
fbem-1670	2	10	model	model	NOUN
fbem-1670	2	11	of	of	ADP
fbem-1670	2	12	physical	physical	ADJ
fbem-1670	2	13	goods	good	NOUN
fbem-1670	2	14	sales	sale	NOUN
fbem-1670	2	15	based	base	VERB
fbem-1670	2	16	on	on	ADP
fbem-1670	2	17	time	time	NOUN
fbem-1670	2	18	series	series	PROPN
fbem-1670	2	19	analysis	analysis	NOUN
fbem-1670	2	20	huizhen	huizhen	ADV
fbem-1670	2	21	ge1	ge1	PROPN
fbem-1670	2	22	,	,	PUNCT
fbem-1670	2	23	a	a	PRON
fbem-1670	2	24	,	,	PUNCT
fbem-1670	2	25	lina	lina	PROPN
fbem-1670	2	26	fang1	fang1	PROPN
fbem-1670	3	1	1school	1school	NUM
fbem-1670	3	2	of	of	ADP
fbem-1670	3	3	business	business	NOUN
fbem-1670	3	4	administration	administration	PROPN
fbem-1670	3	5	of	of	ADP
fbem-1670	3	6	liaoning	liaoning	PROPN
fbem-1670	3	7	university	university	PROPN
fbem-1670	3	8	of	of	ADP
fbem-1670	3	9	science	science	NOUN
fbem-1670	3	10	and	and	CCONJ
fbem-1670	3	11	technology	technology	NOUN
fbem-1670	3	12	,	,	PUNCT
fbem-1670	3	13	anshan	anshan	ADJ
fbem-1670	3	14	city	city	NOUN
fbem-1670	3	15	,	,	PUNCT
fbem-1670	3	16	liaoning	liaoning	PROPN
fbem-1670	3	17	province	province	PROPN
fbem-1670	3	18	114000	114000	NUM
fbem-1670	3	19	,	,	PUNCT
fbem-1670	3	20	china	china	PROPN
fbem-1670	3	21	*	*	PUNCT
fbem-1670	3	22	corresponding	correspond	VERB
fbem-1670	3	23	author	author	NOUN
fbem-1670	3	24	:	:	PUNCT
fbem-1670	3	25	ge	ge	PROPN
fbem-1670	3	26	huizhen	huizhen	ADV
fbem-1670	3	27	(	(	PUNCT
fbem-1670	3	28	email	email	NOUN
fbem-1670	3	29	:	:	PUNCT
fbem-1670	3	30	2579602854@qq.com	2579602854@qq.com	NUM
fbem-1670	3	31	)	)	PUNCT
fbem-1670	3	32	abstract	abstract	NOUN
fbem-1670	3	33	:	:	PUNCT
fbem-1670	3	34	with	with	ADP
fbem-1670	3	35	the	the	DET
fbem-1670	3	36	advent	advent	NOUN
fbem-1670	3	37	of	of	ADP
fbem-1670	3	38	the	the	DET
fbem-1670	3	39	era	era	NOUN
fbem-1670	3	40	of	of	ADP
fbem-1670	3	41	big	big	ADJ
fbem-1670	3	42	data	datum	NOUN
fbem-1670	3	43	,	,	PUNCT
fbem-1670	3	44	most	most	ADV
fbem-1670	3	45	online	online	ADJ
fbem-1670	3	46	historical	historical	ADJ
fbem-1670	3	47	consumption	consumption	NOUN
fbem-1670	3	48	data	datum	NOUN
fbem-1670	3	49	are	be	AUX
fbem-1670	3	50	collected	collect	VERB
fbem-1670	3	51	and	and	CCONJ
fbem-1670	3	52	simply	simply	ADV
fbem-1670	3	53	stored	store	VERB
fbem-1670	3	54	in	in	ADP
fbem-1670	3	55	the	the	DET
fbem-1670	3	56	cloud	cloud	NOUN
fbem-1670	3	57	,	,	PUNCT
fbem-1670	3	58	but	but	CCONJ
fbem-1670	3	59	they	they	PRON
fbem-1670	3	60	are	be	AUX
fbem-1670	3	61	not	not	PART
fbem-1670	3	62	receiving	receive	VERB
fbem-1670	3	63	enough	enough	ADJ
fbem-1670	3	64	attention	attention	NOUN
fbem-1670	3	65	.	.	PUNCT
fbem-1670	4	1	this	this	DET
fbem-1670	4	2	paper	paper	NOUN
fbem-1670	4	3	takes	take	VERB
fbem-1670	4	4	"	"	PUNCT
fbem-1670	4	5	online	online	ADJ
fbem-1670	4	6	sales	sale	NOUN
fbem-1670	4	7	of	of	ADP
fbem-1670	4	8	physical	physical	ADJ
fbem-1670	4	9	goods	good	NOUN
fbem-1670	4	10	"	"	PUNCT
fbem-1670	4	11	as	as	ADP
fbem-1670	4	12	the	the	DET
fbem-1670	4	13	research	research	NOUN
fbem-1670	4	14	object	object	NOUN
fbem-1670	4	15	,	,	PUNCT
fbem-1670	4	16	uses	use	VERB
fbem-1670	4	17	"	"	PUNCT
fbem-1670	4	18	time	time	NOUN
fbem-1670	4	19	series	series	NOUN
fbem-1670	4	20	analysis	analysis	NOUN
fbem-1670	4	21	related	relate	VERB
fbem-1670	4	22	theory	theory	NOUN
fbem-1670	4	23	and	and	CCONJ
fbem-1670	4	24	sales	sale	NOUN
fbem-1670	4	25	prediction	prediction	NOUN
fbem-1670	4	26	theory	theory	NOUN
fbem-1670	4	27	"	"	PUNCT
fbem-1670	4	28	to	to	PART
fbem-1670	4	29	study	study	VERB
fbem-1670	4	30	and	and	CCONJ
fbem-1670	4	31	analyze	analyze	VERB
fbem-1670	4	32	"	"	PUNCT
fbem-1670	4	33	data	datum	NOUN
fbem-1670	4	34	from	from	ADP
fbem-1670	4	35	january	january	PROPN
fbem-1670	4	36	2020	2020	NUM
fbem-1670	4	37	to	to	ADP
fbem-1670	4	38	december	december	PROPN
fbem-1670	4	39	2021	2021	NUM
fbem-1670	4	40	"	"	PUNCT
fbem-1670	4	41	,	,	PUNCT
fbem-1670	4	42	and	and	CCONJ
fbem-1670	4	43	finally	finally	ADV
fbem-1670	4	44	uses	use	VERB
fbem-1670	4	45	eviews	eviews	PROPN
fbem-1670	4	46	software	software	PROPN
fbem-1670	4	47	,	,	PUNCT
fbem-1670	4	48	using	use	VERB
fbem-1670	4	49	arma	arma	NOUN
fbem-1670	4	50	model	model	NOUN
fbem-1670	4	51	for	for	ADP
fbem-1670	4	52	modeling	modeling	NOUN
fbem-1670	4	53	and	and	CCONJ
fbem-1670	4	54	prediction	prediction	NOUN
fbem-1670	4	55	.	.	PUNCT
fbem-1670	5	1	establishing	establish	VERB
fbem-1670	5	2	a	a	DET
fbem-1670	5	3	mathematical	mathematical	ADJ
fbem-1670	5	4	model	model	NOUN
fbem-1670	5	5	to	to	PART
fbem-1670	5	6	effectively	effectively	ADV
fbem-1670	5	7	analyze	analyze	VERB
fbem-1670	5	8	and	and	CCONJ
fbem-1670	5	9	predict	predict	VERB
fbem-1670	5	10	the	the	DET
fbem-1670	5	11	"	"	PUNCT
fbem-1670	5	12	online	online	ADJ
fbem-1670	5	13	physical	physical	ADJ
fbem-1670	5	14	goods	good	NOUN
fbem-1670	5	15	sales	sale	NOUN
fbem-1670	5	16	ability	ability	NOUN
fbem-1670	5	17	"	"	PUNCT
fbem-1670	5	18	,	,	PUNCT
fbem-1670	5	19	to	to	ADP
fbem-1670	5	20	a	a	DET
fbem-1670	5	21	certain	certain	ADJ
fbem-1670	5	22	extent	extent	NOUN
fbem-1670	5	23	,	,	PUNCT
fbem-1670	5	24	has	have	VERB
fbem-1670	5	25	a	a	DET
fbem-1670	5	26	practical	practical	ADJ
fbem-1670	5	27	guiding	guiding	NOUN
fbem-1670	5	28	significance	significance	NOUN
fbem-1670	5	29	for	for	ADP
fbem-1670	5	30	e	e	NOUN
fbem-1670	5	31	-	-	NOUN
fbem-1670	5	32	commerce	commerce	NOUN
fbem-1670	5	33	enterprises	enterprise	NOUN
fbem-1670	5	34	to	to	PART
fbem-1670	5	35	make	make	VERB
fbem-1670	5	36	the	the	DET
fbem-1670	5	37	optimal	optimal	ADJ
fbem-1670	5	38	business	business	NOUN
fbem-1670	5	39	decisions	decision	NOUN
fbem-1670	5	40	.	.	PUNCT
fbem-1670	6	1	keywords	keyword	NOUN
fbem-1670	6	2	:	:	PUNCT
fbem-1670	6	3	physical	physical	ADJ
fbem-1670	6	4	goods	good	NOUN
fbem-1670	6	5	,	,	PUNCT
fbem-1670	6	6	time	time	NOUN
fbem-1670	6	7	series	series	PROPN
fbem-1670	6	8	analysis	analysis	NOUN
fbem-1670	6	9	,	,	PUNCT
fbem-1670	6	10	arma	arma	PROPN
fbem-1670	6	11	model	model	NOUN
fbem-1670	6	12	,	,	PUNCT
fbem-1670	6	13	online	online	ADJ
fbem-1670	6	14	consumption	consumption	NOUN
fbem-1670	6	15	prediction	prediction	NOUN
fbem-1670	6	16	.	.	PUNCT
fbem-1670	7	1	1	1	X
fbem-1670	7	2	.	.	X
fbem-1670	7	3	introduction	introduction	NOUN
fbem-1670	7	4	according	accord	VERB
fbem-1670	7	5	to	to	ADP
fbem-1670	7	6	the	the	DET
fbem-1670	7	7	49th	49th	ADJ
fbem-1670	7	8	statistical	statistical	ADJ
fbem-1670	7	9	report	report	NOUN
fbem-1670	7	10	on	on	ADP
fbem-1670	7	11	the	the	DET
fbem-1670	7	12	development	development	NOUN
fbem-1670	7	13	of	of	ADP
fbem-1670	7	14	the	the	DET
fbem-1670	7	15	internet	internet	NOUN
fbem-1670	7	16	in	in	ADP
fbem-1670	7	17	china	china	PROPN
fbem-1670	7	18	,	,	PUNCT
fbem-1670	7	19	as	as	ADP
fbem-1670	7	20	of	of	ADP
fbem-1670	7	21	december	december	PROPN
fbem-1670	7	22	2021	2021	NUM
fbem-1670	7	23	,	,	PUNCT
fbem-1670	7	24	the	the	DET
fbem-1670	7	25	number	number	NOUN
fbem-1670	7	26	of	of	ADP
fbem-1670	7	27	online	online	ADJ
fbem-1670	7	28	shopping	shopping	NOUN
fbem-1670	7	29	users	user	NOUN
fbem-1670	7	30	in	in	ADP
fbem-1670	7	31	china	china	PROPN
fbem-1670	7	32	had	have	AUX
fbem-1670	7	33	reached	reach	VERB
fbem-1670	7	34	842	842	NUM
fbem-1670	7	35	million	million	NUM
fbem-1670	7	36	.	.	PUNCT
fbem-1670	8	1	as	as	ADP
fbem-1670	8	2	a	a	DET
fbem-1670	8	3	typical	typical	ADJ
fbem-1670	8	4	representative	representative	NOUN
fbem-1670	8	5	of	of	ADP
fbem-1670	8	6	the	the	DET
fbem-1670	8	7	new	new	ADJ
fbem-1670	8	8	business	business	NOUN
fbem-1670	8	9	form	form	NOUN
fbem-1670	8	10	of	of	ADP
fbem-1670	8	11	the	the	DET
fbem-1670	8	12	digital	digital	ADJ
fbem-1670	8	13	economy	economy	NOUN
fbem-1670	8	14	,	,	PUNCT
fbem-1670	8	15	online	online	ADJ
fbem-1670	8	16	retail	retail	NOUN
fbem-1670	8	17	still	still	ADV
fbem-1670	8	18	maintained	maintain	VERB
fbem-1670	8	19	a	a	DET
fbem-1670	8	20	fast	fast	ADJ
fbem-1670	8	21	growth	growth	NOUN
fbem-1670	8	22	rate	rate	NOUN
fbem-1670	8	23	.	.	PUNCT
fbem-1670	9	1	in	in	ADP
fbem-1670	9	2	2021	2021	NUM
fbem-1670	9	3	,	,	PUNCT
fbem-1670	9	4	online	online	ADJ
fbem-1670	9	5	retail	retail	ADJ
fbem-1670	9	6	sales	sale	NOUN
fbem-1670	9	7	of	of	ADP
fbem-1670	9	8	physical	physical	ADJ
fbem-1670	9	9	goods	good	NOUN
fbem-1670	9	10	accounted	account	VERB
fbem-1670	9	11	for	for	ADP
fbem-1670	9	12	24.5	24.5	NUM
fbem-1670	9	13	percent	percent	NOUN
fbem-1670	9	14	of	of	ADP
fbem-1670	9	15	the	the	DET
fbem-1670	9	16	total	total	ADJ
fbem-1670	9	17	retail	retail	ADJ
fbem-1670	9	18	sales	sale	NOUN
fbem-1670	9	19	of	of	ADP
fbem-1670	9	20	consumer	consumer	NOUN
fbem-1670	9	21	goods[1	goods[1	PROPN
fbem-1670	9	22	]	]	X
fbem-1670	9	23	.	.	PUNCT
fbem-1670	10	1	therefore	therefore	ADV
fbem-1670	10	2	,	,	PUNCT
fbem-1670	10	3	how	how	SCONJ
fbem-1670	10	4	to	to	PART
fbem-1670	10	5	effectively	effectively	ADV
fbem-1670	10	6	develop	develop	VERB
fbem-1670	10	7	and	and	CCONJ
fbem-1670	10	8	use	use	VERB
fbem-1670	10	9	the	the	DET
fbem-1670	10	10	existing	exist	VERB
fbem-1670	10	11	network	network	NOUN
fbem-1670	10	12	consumer	consumer	NOUN
fbem-1670	10	13	consumption	consumption	NOUN
fbem-1670	10	14	data	datum	NOUN
fbem-1670	10	15	will	will	AUX
fbem-1670	10	16	play	play	VERB
fbem-1670	10	17	a	a	DET
fbem-1670	10	18	key	key	ADJ
fbem-1670	10	19	role	role	NOUN
fbem-1670	10	20	in	in	ADP
fbem-1670	10	21	the	the	DET
fbem-1670	10	22	operation	operation	NOUN
fbem-1670	10	23	and	and	CCONJ
fbem-1670	10	24	decision	decision	NOUN
fbem-1670	10	25	of	of	ADP
fbem-1670	10	26	many	many	ADJ
fbem-1670	10	27	e	e	NOUN
fbem-1670	10	28	-	-	NOUN
fbem-1670	10	29	commerce	commerce	NOUN
fbem-1670	10	30	enterprises	enterprise	NOUN
fbem-1670	10	31	in	in	ADP
fbem-1670	10	32	china	china	PROPN
fbem-1670	10	33	.	.	PUNCT
fbem-1670	11	1	demand	demand	VERB
fbem-1670	11	2	analysis	analysis	NOUN
fbem-1670	11	3	and	and	CCONJ
fbem-1670	11	4	prediction	prediction	NOUN
fbem-1670	11	5	of	of	ADP
fbem-1670	11	6	network	network	NOUN
fbem-1670	11	7	consumers	consumer	NOUN
fbem-1670	11	8	,	,	PUNCT
fbem-1670	11	9	as	as	SCONJ
fbem-1670	11	10	the	the	DET
fbem-1670	11	11	links	link	NOUN
fbem-1670	11	12	that	that	PRON
fbem-1670	11	13	are	be	AUX
fbem-1670	11	14	paying	pay	VERB
fbem-1670	11	15	more	more	ADJ
fbem-1670	11	16	and	and	CCONJ
fbem-1670	11	17	more	more	ADJ
fbem-1670	11	18	attention	attention	NOUN
fbem-1670	11	19	to	to	ADP
fbem-1670	11	20	by	by	ADP
fbem-1670	11	21	ecommerce	ecommerce	NOUN
fbem-1670	11	22	enterprises	enterprise	NOUN
fbem-1670	11	23	,	,	PUNCT
fbem-1670	11	24	play	play	VERB
fbem-1670	11	25	an	an	DET
fbem-1670	11	26	increasingly	increasingly	ADV
fbem-1670	11	27	important	important	ADJ
fbem-1670	11	28	role	role	NOUN
fbem-1670	11	29	in	in	ADP
fbem-1670	11	30	providing	provide	VERB
fbem-1670	11	31	a	a	DET
fbem-1670	11	32	good	good	ADJ
fbem-1670	11	33	decision	decision	NOUN
fbem-1670	11	34	-	-	PUNCT
fbem-1670	11	35	making	make	VERB
fbem-1670	11	36	basis	basis	NOUN
fbem-1670	11	37	for	for	ADP
fbem-1670	11	38	e	e	NOUN
fbem-1670	11	39	-	-	NOUN
fbem-1670	11	40	commerce	commerce	NOUN
fbem-1670	11	41	enterprises	enterprise	NOUN
fbem-1670	11	42	.	.	PUNCT
fbem-1670	12	1	this	this	DET
fbem-1670	12	2	article	article	NOUN
fbem-1670	12	3	to	to	ADP
fbem-1670	12	4	"	"	PUNCT
fbem-1670	12	5	physical	physical	ADJ
fbem-1670	12	6	goods	good	NOUN
fbem-1670	12	7	online	online	ADJ
fbem-1670	12	8	sales	sale	NOUN
fbem-1670	12	9	"	"	PUNCT
fbem-1670	12	10	as	as	ADP
fbem-1670	12	11	the	the	DET
fbem-1670	12	12	research	research	NOUN
fbem-1670	12	13	object	object	NOUN
fbem-1670	12	14	,	,	PUNCT
fbem-1670	12	15	using	use	VERB
fbem-1670	12	16	"	"	PUNCT
fbem-1670	12	17	time	time	NOUN
fbem-1670	12	18	series	series	NOUN
fbem-1670	12	19	analysis	analysis	NOUN
fbem-1670	12	20	related	relate	VERB
fbem-1670	12	21	theory	theory	NOUN
fbem-1670	12	22	and	and	CCONJ
fbem-1670	12	23	sales	sale	NOUN
fbem-1670	12	24	forecast	forecast	NOUN
fbem-1670	12	25	theory	theory	NOUN
fbem-1670	12	26	"	"	PUNCT
fbem-1670	12	27	,	,	PUNCT
fbem-1670	12	28	the	the	DET
fbem-1670	12	29	"	"	PUNCT
fbem-1670	12	30	january	january	PROPN
fbem-1670	12	31	2020	2020	NUM
fbem-1670	12	32	-	-	PUNCT
fbem-1670	12	33	december	december	PROPN
fbem-1670	12	34	2021	2021	NUM
fbem-1670	12	35	data	datum	NOUN
fbem-1670	12	36	"	"	PUNCT
fbem-1670	12	37	research	research	NOUN
fbem-1670	12	38	analysis	analysis	NOUN
fbem-1670	12	39	and	and	CCONJ
fbem-1670	12	40	establish	establish	VERB
fbem-1670	12	41	a	a	DET
fbem-1670	12	42	model	model	NOUN
fbem-1670	12	43	,	,	PUNCT
fbem-1670	12	44	so	so	SCONJ
fbem-1670	12	45	as	as	SCONJ
fbem-1670	12	46	to	to	PART
fbem-1670	12	47	get	get	VERB
fbem-1670	12	48	the	the	DET
fbem-1670	12	49	forecast	forecast	NOUN
fbem-1670	12	50	results	result	NOUN
fbem-1670	12	51	,	,	PUNCT
fbem-1670	12	52	to	to	PART
fbem-1670	12	53	help	help	VERB
fbem-1670	12	54	electricity	electricity	NOUN
fbem-1670	12	55	enterprises	enterprise	NOUN
fbem-1670	12	56	achieve	achieve	VERB
fbem-1670	12	57	accurate	accurate	ADJ
fbem-1670	12	58	production	production	NOUN
fbem-1670	12	59	,	,	PUNCT
fbem-1670	12	60	reduce	reduce	VERB
fbem-1670	12	61	inventory	inventory	NOUN
fbem-1670	12	62	costs	cost	NOUN
fbem-1670	12	63	and	and	CCONJ
fbem-1670	12	64	other	other	ADJ
fbem-1670	12	65	costs	cost	NOUN
fbem-1670	12	66	,	,	PUNCT
fbem-1670	12	67	and	and	CCONJ
fbem-1670	12	68	obtain	obtain	VERB
fbem-1670	12	69	greater	great	ADJ
fbem-1670	12	70	profit	profit	NOUN
fbem-1670	12	71	space	space	NOUN
fbem-1670	12	72	.	.	PUNCT
fbem-1670	13	1	2	2	X
fbem-1670	13	2	.	.	X
fbem-1670	13	3	research	research	NOUN
fbem-1670	13	4	status	status	NOUN
fbem-1670	13	5	on	on	ADP
fbem-1670	13	6	the	the	DET
fbem-1670	13	7	demand	demand	NOUN
fbem-1670	13	8	analysis	analysis	NOUN
fbem-1670	13	9	of	of	ADP
fbem-1670	13	10	network	network	NOUN
fbem-1670	13	11	consumers	consumer	NOUN
fbem-1670	13	12	,	,	PUNCT
fbem-1670	13	13	scholars	scholar	NOUN
fbem-1670	13	14	have	have	AUX
fbem-1670	13	15	explored	explore	VERB
fbem-1670	13	16	from	from	ADP
fbem-1670	13	17	different	different	ADJ
fbem-1670	13	18	aspects	aspect	NOUN
fbem-1670	13	19	.	.	PUNCT
fbem-1670	14	1	zuo	zuo	PROPN
fbem-1670	14	2	wenming	wenming	NOUN
fbem-1670	14	3	,	,	PUNCT
fbem-1670	14	4	chen	chen	PROPN
fbem-1670	14	5	shao	shao	PROPN
fbem-1670	14	6	et	et	PROPN
fbem-1670	14	7	al	al	PROPN
fbem-1670	14	8	.	.	PROPN
fbem-1670	14	9	(	(	PUNCT
fbem-1670	14	10	2019	2019	NUM
fbem-1670	14	11	)	)	PUNCT
fbem-1670	14	12	analyzed	analyze	VERB
fbem-1670	14	13	the	the	DET
fbem-1670	14	14	complex	complex	ADJ
fbem-1670	14	15	behavioral	behavioral	ADJ
fbem-1670	14	16	decisionmaking	decisionmake	VERB
fbem-1670	14	17	process	process	NOUN
fbem-1670	14	18	and	and	CCONJ
fbem-1670	14	19	influencing	influence	VERB
fbem-1670	14	20	factors	factor	NOUN
fbem-1670	14	21	of	of	ADP
fbem-1670	14	22	online	online	ADJ
fbem-1670	14	23	consumers	consumer	NOUN
fbem-1670	14	24	in	in	ADP
fbem-1670	14	25	b2c	b2c	NOUN
fbem-1670	14	26	activities	activity	NOUN
fbem-1670	14	27	based	base	VERB
fbem-1670	14	28	on	on	ADP
fbem-1670	14	29	prospect	prospect	NOUN
fbem-1670	14	30	theory	theory	NOUN
fbem-1670	14	31	and	and	CCONJ
fbem-1670	14	32	fuzzy	fuzzy	ADJ
fbem-1670	14	33	multiattribute	multiattribute	NOUN
fbem-1670	14	34	decision	decision	NOUN
fbem-1670	14	35	-	-	PUNCT
fbem-1670	14	36	making[2	making[2	PRON
fbem-1670	14	37	]	]	PUNCT
fbem-1670	14	38	.	.	PUNCT
fbem-1670	15	1	dong	dong	PROPN
fbem-1670	15	2	yan	yan	PROPN
fbem-1670	15	3	,	,	PUNCT
fbem-1670	15	4	time	time	NOUN
fbem-1670	15	5	et	et	PROPN
fbem-1670	15	6	al	al	PROPN
fbem-1670	15	7	.	.	PROPN
fbem-1670	15	8	(	(	PUNCT
fbem-1670	15	9	2020	2020	NUM
fbem-1670	15	10	)	)	PUNCT
fbem-1670	15	11	,	,	PUNCT
fbem-1670	15	12	based	base	VERB
fbem-1670	15	13	on	on	ADP
fbem-1670	15	14	consumer	consumer	NOUN
fbem-1670	15	15	behavior	behavior	NOUN
fbem-1670	15	16	and	and	CCONJ
fbem-1670	15	17	marketing	marketing	NOUN
fbem-1670	15	18	theory	theory	NOUN
fbem-1670	15	19	,	,	PUNCT
fbem-1670	15	20	analyze	analyze	VERB
fbem-1670	15	21	the	the	DET
fbem-1670	15	22	influence	influence	NOUN
fbem-1670	15	23	mechanism	mechanism	NOUN
fbem-1670	15	24	of	of	ADP
fbem-1670	15	25	online	online	ADJ
fbem-1670	15	26	marketing	marketing	NOUN
fbem-1670	15	27	activities	activity	NOUN
fbem-1670	15	28	on	on	ADP
fbem-1670	15	29	online	online	ADJ
fbem-1670	15	30	consumer	consumer	NOUN
fbem-1670	15	31	purchasing	purchasing	NOUN
fbem-1670	15	32	behavior	behavior	NOUN
fbem-1670	15	33	from	from	ADP
fbem-1670	15	34	a	a	DET
fbem-1670	15	35	psychological	psychological	ADJ
fbem-1670	15	36	perspective[3	perspective[3	NOUN
fbem-1670	15	37	]	]	PUNCT
fbem-1670	15	38	.	.	PUNCT
fbem-1670	16	1	kansra	kansra	PROPN
fbem-1670	16	2	p	p	X
fbem-1670	16	3	,	,	PUNCT
fbem-1670	16	4	oberoi	oberoi	NOUN
fbem-1670	16	5	s	s	PART
fbem-1670	16	6	(	(	PUNCT
fbem-1670	16	7	2022	2022	NUM
fbem-1670	16	8	)	)	PUNCT
fbem-1670	16	9	used	use	VERB
fbem-1670	16	10	a	a	DET
fbem-1670	16	11	questionnaire	questionnaire	NOUN
fbem-1670	16	12	to	to	PART
fbem-1670	16	13	analyze	analyze	VERB
fbem-1670	16	14	online	online	ADJ
fbem-1670	16	15	purchases	purchase	NOUN
fbem-1670	16	16	among	among	ADP
fbem-1670	16	17	young	young	ADJ
fbem-1670	16	18	people[4	people[4	NOUN
fbem-1670	16	19	]	]	NOUN
fbem-1670	16	20	。	。	X
fbem-1670	16	21	with	with	ADP
fbem-1670	16	22	the	the	DET
fbem-1670	16	23	growth	growth	NOUN
fbem-1670	16	24	of	of	ADP
fbem-1670	16	25	online	online	ADJ
fbem-1670	16	26	shopping	shopping	NOUN
fbem-1670	16	27	users	user	NOUN
fbem-1670	16	28	,	,	PUNCT
fbem-1670	16	29	it	it	PRON
fbem-1670	16	30	is	be	AUX
fbem-1670	16	31	of	of	ADP
fbem-1670	16	32	great	great	ADJ
fbem-1670	16	33	significance	significance	NOUN
fbem-1670	16	34	to	to	PART
fbem-1670	16	35	use	use	VERB
fbem-1670	16	36	the	the	DET
fbem-1670	16	37	consumption	consumption	NOUN
fbem-1670	16	38	data	datum	NOUN
fbem-1670	16	39	left	leave	VERB
fbem-1670	16	40	on	on	ADP
fbem-1670	16	41	the	the	DET
fbem-1670	16	42	internet	internet	NOUN
fbem-1670	16	43	to	to	PART
fbem-1670	16	44	predict	predict	VERB
fbem-1670	16	45	the	the	DET
fbem-1670	16	46	purchase	purchase	NOUN
fbem-1670	16	47	demand	demand	NOUN
fbem-1670	16	48	of	of	ADP
fbem-1670	16	49	consumers	consumer	NOUN
fbem-1670	16	50	for	for	ADP
fbem-1670	16	51	enterprises	enterprise	NOUN
fbem-1670	16	52	to	to	PART
fbem-1670	16	53	achieve	achieve	VERB
fbem-1670	16	54	precision	precision	NOUN
fbem-1670	16	55	marketing	marketing	NOUN
fbem-1670	16	56	.	.	PUNCT
fbem-1670	17	1	zhang	zhang	PROPN
fbem-1670	17	2	jingxuan	jingxuan	PROPN
fbem-1670	17	3	,	,	PUNCT
fbem-1670	17	4	zhang	zhang	PROPN
fbem-1670	17	5	weiwei	weiwei	PROPN
fbem-1670	17	6	(	(	PUNCT
fbem-1670	17	7	2021	2021	NUM
fbem-1670	17	8	)	)	PUNCT
fbem-1670	17	9	,	,	PUNCT
fbem-1670	17	10	predicts	predict	VERB
fbem-1670	17	11	the	the	DET
fbem-1670	17	12	consumer	consumer	NOUN
fbem-1670	17	13	repurchase	repurchase	NOUN
fbem-1670	17	14	behavior	behavior	NOUN
fbem-1670	17	15	based	base	VERB
fbem-1670	17	16	on	on	ADP
fbem-1670	17	17	the	the	DET
fbem-1670	17	18	neural	neural	ADJ
fbem-1670	17	19	network[5	network[5	NOUN
fbem-1670	17	20	]	]	PUNCT
fbem-1670	17	21	.	.	PUNCT
fbem-1670	18	1	li	li	PROPN
fbem-1670	18	2	weiqing	weiqing	PROPN
fbem-1670	18	3	,	,	PUNCT
fbem-1670	18	4	chi	chi	PROPN
fbem-1670	18	5	maomao	maomao	X
fbem-1670	18	6	et	et	PROPN
fbem-1670	18	7	al	al	PROPN
fbem-1670	18	8	.	.	PROPN
fbem-1670	19	1	(	(	PUNCT
fbem-1670	19	2	2021	2021	NUM
fbem-1670	19	3	)	)	PUNCT
fbem-1670	20	1	to	to	PART
fbem-1670	20	2	predict	predict	VERB
fbem-1670	20	3	the	the	DET
fbem-1670	20	4	preferences	preference	NOUN
fbem-1670	20	5	of	of	ADP
fbem-1670	20	6	online	online	ADJ
fbem-1670	20	7	consumers	consumer	NOUN
fbem-1670	20	8	from	from	ADP
fbem-1670	20	9	four	four	NUM
fbem-1670	20	10	perceptual	perceptual	ADJ
fbem-1670	20	11	dimensions[6	dimensions[6	PRON
fbem-1670	20	12	]	]	PUNCT
fbem-1670	20	13	.	.	PUNCT
fbem-1670	21	1	dong	dong	PROPN
fbem-1670	21	2	j	j	PROPN
fbem-1670	21	3	,	,	PUNCT
fbem-1670	21	4	huang	huang	PROPN
fbem-1670	21	5	t	t	PROPN
fbem-1670	21	6	,	,	PUNCT
fbem-1670	21	7	et	et	PROPN
fbem-1670	21	8	al	al	PROPN
fbem-1670	21	9	.	.	PROPN
fbem-1670	21	10	(	(	PUNCT
fbem-1670	21	11	2022	2022	NUM
fbem-1670	21	12	)	)	PUNCT
fbem-1670	21	13	analyze	analyze	VERB
fbem-1670	21	14	historical	historical	ADJ
fbem-1670	21	15	user	user	NOUN
fbem-1670	21	16	data	datum	NOUN
fbem-1670	21	17	in	in	ADP
fbem-1670	21	18	promotions	promotion	NOUN
fbem-1670	21	19	based	base	VERB
fbem-1670	21	20	on	on	ADP
fbem-1670	21	21	the	the	DET
fbem-1670	21	22	b	b	PROPN
fbem-1670	21	23	ert	ert	PROPN
fbem-1670	21	24	-	-	PUNCT
fbem-1670	21	25	mlp	mlp	NOUN
fbem-1670	21	26	prediction	prediction	NOUN
fbem-1670	21	27	model	model	NOUN
fbem-1670	21	28	to	to	PART
fbem-1670	21	29	predict	predict	VERB
fbem-1670	21	30	repeated	repeat	VERB
fbem-1670	21	31	purchases	purchase	NOUN
fbem-1670	21	32	of	of	ADP
fbem-1670	21	33	consumers	consumer	NOUN
fbem-1670	21	34	after	after	ADP
fbem-1670	21	35	the	the	DET
fbem-1670	21	36	promotion[7	promotion[7	PROPN
fbem-1670	21	37	]	]	PUNCT
fbem-1670	21	38	.	.	PUNCT
fbem-1670	22	1	rajendrakumar	rajendrakumar	PROPN
fbem-1670	22	2	r	r	PROPN
fbem-1670	22	3	(	(	PUNCT
fbem-1670	22	4	2022	2022	NUM
fbem-1670	22	5	)	)	PUNCT
fbem-1670	22	6	obtained	obtain	VERB
fbem-1670	22	7	the	the	DET
fbem-1670	22	8	data	datum	NOUN
fbem-1670	22	9	by	by	ADP
fbem-1670	22	10	simple	simple	ADJ
fbem-1670	22	11	random	random	ADJ
fbem-1670	22	12	sampling	sampling	NOUN
fbem-1670	22	13	and	and	CCONJ
fbem-1670	22	14	ensured	ensure	VERB
fbem-1670	22	15	the	the	DET
fbem-1670	22	16	model	model	NOUN
fbem-1670	22	17	fitting	fit	VERB
fbem-1670	22	18	using	use	VERB
fbem-1670	22	19	sem[8	sem[8	ADP
fbem-1670	22	20	]	]	X
fbem-1670	22	21	。	。	NOUN
fbem-1670	22	22	the	the	DET
fbem-1670	22	23	analysis	analysis	NOUN
fbem-1670	22	24	and	and	CCONJ
fbem-1670	22	25	prediction	prediction	NOUN
fbem-1670	22	26	of	of	ADP
fbem-1670	22	27	time	time	NOUN
fbem-1670	22	28	-	-	PUNCT
fbem-1670	22	29	series	series	NOUN
fbem-1670	22	30	models	model	NOUN
fbem-1670	22	31	are	be	AUX
fbem-1670	22	32	applied	apply	VERB
fbem-1670	22	33	in	in	ADP
fbem-1670	22	34	various	various	ADJ
fbem-1670	22	35	scenarios	scenario	NOUN
fbem-1670	22	36	.	.	PUNCT
fbem-1670	23	1	wang	wang	PROPN
fbem-1670	23	2	xue	xue	PROPN
fbem-1670	23	3	(	(	PUNCT
fbem-1670	23	4	2019	2019	NUM
fbem-1670	23	5	)	)	PUNCT
fbem-1670	23	6	applied	apply	VERB
fbem-1670	23	7	the	the	DET
fbem-1670	23	8	time	time	NOUN
fbem-1670	23	9	-	-	PUNCT
fbem-1670	23	10	series	series	NOUN
fbem-1670	23	11	prediction	prediction	NOUN
fbem-1670	23	12	model	model	NOUN
fbem-1670	23	13	to	to	ADP
fbem-1670	23	14	high	high	ADJ
fbem-1670	23	15	-	-	PUNCT
fbem-1670	23	16	level	level	NOUN
fbem-1670	23	17	discipline	discipline	NOUN
fbem-1670	23	18	inquiry[9	inquiry[9	NOUN
fbem-1670	23	19	]	]	PUNCT
fbem-1670	23	20	.	.	PUNCT
fbem-1670	24	1	yan	yan	PROPN
fbem-1670	24	2	jinghua	jinghua	PROPN
fbem-1670	24	3	et	et	PROPN
fbem-1670	24	4	al	al	PROPN
fbem-1670	24	5	.	.	PROPN
fbem-1670	25	1	(	(	PUNCT
fbem-1670	25	2	2020	2020	NUM
fbem-1670	25	3	)	)	PUNCT
fbem-1670	25	4	applied	apply	VERB
fbem-1670	25	5	the	the	DET
fbem-1670	25	6	time	time	NOUN
fbem-1670	25	7	series	series	PROPN
fbem-1670	25	8	prediction	prediction	NOUN
fbem-1670	25	9	to	to	ADP
fbem-1670	25	10	theft	theft	NOUN
fbem-1670	25	11	crimes	crime	NOUN
fbem-1670	25	12	to	to	PART
fbem-1670	25	13	adjust	adjust	VERB
fbem-1670	25	14	the	the	DET
fbem-1670	25	15	community	community	NOUN
fbem-1670	25	16	patrol	patrol	NOUN
fbem-1670	25	17	strategy[10	strategy[10	ADV
fbem-1670	25	18	]	]	PUNCT
fbem-1670	25	19	.	.	PUNCT
fbem-1670	26	1	wang	wang	PROPN
fbem-1670	26	2	zhigang	zhigang	PROPN
fbem-1670	26	3	et	et	PROPN
fbem-1670	26	4	al	al	PROPN
fbem-1670	26	5	.	.	PROPN
fbem-1670	26	6	(	(	PUNCT
fbem-1670	26	7	2020	2020	NUM
fbem-1670	26	8	)	)	PUNCT
fbem-1670	26	9	proposed	propose	VERB
fbem-1670	26	10	a	a	DET
fbem-1670	26	11	prediction	prediction	NOUN
fbem-1670	26	12	model	model	NOUN
fbem-1670	26	13	based	base	VERB
fbem-1670	26	14	on	on	ADP
fbem-1670	26	15	the	the	DET
fbem-1670	26	16	plan	plan	NOUN
fbem-1670	26	17	review	review	NOUN
fbem-1670	26	18	technology	technology	NOUN
fbem-1670	26	19	(	(	PUNCT
fbem-1670	26	20	pert	pert	NOUN
fbem-1670	26	21	)	)	PUNCT
fbem-1670	26	22	,	,	PUNCT
fbem-1670	26	23	and	and	CCONJ
fbem-1670	26	24	created	create	VERB
fbem-1670	26	25	a	a	DET
fbem-1670	26	26	combined	combine	VERB
fbem-1670	26	27	prediction	prediction	NOUN
fbem-1670	26	28	model	model	NOUN
fbem-1670	26	29	combined	combine	VERB
fbem-1670	26	30	with	with	ADP
fbem-1670	26	31	the	the	DET
fbem-1670	26	32	time	time	NOUN
fbem-1670	26	33	series	series	PROPN
fbem-1670	26	34	analysis	analysis	NOUN
fbem-1670	26	35	model	model	NOUN
fbem-1670	26	36	,	,	PUNCT
fbem-1670	26	37	which	which	PRON
fbem-1670	26	38	has	have	VERB
fbem-1670	26	39	good	good	ADJ
fbem-1670	26	40	results	result	NOUN
fbem-1670	26	41	in	in	ADP
fbem-1670	26	42	predicting	predict	VERB
fbem-1670	26	43	the	the	DET
fbem-1670	26	44	sales	sale	NOUN
fbem-1670	26	45	volume	volume	NOUN
fbem-1670	26	46	of	of	ADP
fbem-1670	26	47	supermarket	supermarket	NOUN
fbem-1670	26	48	chains[11	chains[11	PROPN
fbem-1670	26	49	]	]	PUNCT
fbem-1670	26	50	.	.	PUNCT
fbem-1670	27	1	ke	ke	PROPN
fbem-1670	27	2	miao	miao	PROPN
fbem-1670	27	3	et	et	PROPN
fbem-1670	27	4	al	al	PROPN
fbem-1670	27	5	.	.	PROPN
fbem-1670	27	6	(	(	PUNCT
fbem-1670	27	7	2021	2021	NUM
fbem-1670	27	8	)	)	PUNCT
fbem-1670	27	9	summarized	summarize	VERB
fbem-1670	27	10	the	the	DET
fbem-1670	27	11	commodity	commodity	NOUN
fbem-1670	27	12	sales	sale	NOUN
fbem-1670	27	13	forecast	forecast	VERB
fbem-1670	27	14	into	into	ADP
fbem-1670	27	15	multivariable	multivariable	ADJ
fbem-1670	27	16	time	time	PROPN
fbem-1670	27	17	series	series	PROPN
fbem-1670	27	18	forecast	forecast	PROPN
fbem-1670	27	19	problems	problem	NOUN
fbem-1670	27	20	,	,	PUNCT
fbem-1670	27	21	and	and	CCONJ
fbem-1670	27	22	used	use	VERB
fbem-1670	27	23	the	the	DET
fbem-1670	27	24	historical	historical	ADJ
fbem-1670	27	25	sales	sale	NOUN
fbem-1670	27	26	data	datum	NOUN
fbem-1670	27	27	of	of	ADP
fbem-1670	27	28	an	an	DET
fbem-1670	27	29	e	e	NOUN
fbem-1670	27	30	-	-	NOUN
fbem-1670	27	31	commerce	commerce	ADJ
fbem-1670	27	32	online	online	ADJ
fbem-1670	27	33	store	store	NOUN
fbem-1670	27	34	to	to	PART
fbem-1670	27	35	build	build	VERB
fbem-1670	27	36	lstm	lstm	NOUN
fbem-1670	27	37	and	and	CCONJ
fbem-1670	27	38	network	network	NOUN
fbem-1670	27	39	model	model	NOUN
fbem-1670	27	40	under	under	ADP
fbem-1670	27	41	the	the	DET
fbem-1670	27	42	tensorflow	tensorflow	NOUN
fbem-1670	27	43	framework	framework	NOUN
fbem-1670	27	44	.	.	PUNCT
fbem-1670	28	1	the	the	DET
fbem-1670	28	2	research	research	NOUN
fbem-1670	28	3	results	result	NOUN
fbem-1670	28	4	have	have	VERB
fbem-1670	28	5	important	important	ADJ
fbem-1670	28	6	guiding	guiding	NOUN
fbem-1670	28	7	significance	significance	NOUN
fbem-1670	28	8	for	for	SCONJ
fbem-1670	28	9	e	e	NOUN
fbem-1670	28	10	-	-	NOUN
fbem-1670	28	11	commerce	commerce	NOUN
fbem-1670	28	12	enterprises	enterprise	NOUN
fbem-1670	28	13	to	to	PART
fbem-1670	28	14	improve	improve	VERB
fbem-1670	28	15	marketing	marketing	NOUN
fbem-1670	28	16	decisions	decision	NOUN
fbem-1670	28	17	and	and	CCONJ
fbem-1670	28	18	reasonable	reasonable	ADJ
fbem-1670	28	19	inventory	inventory	NOUN
fbem-1670	28	20	management[12	management[12	PROPN
fbem-1670	28	21	]	]	PUNCT
fbem-1670	28	22	.	.	PUNCT
fbem-1670	29	1	3	3	X
fbem-1670	29	2	.	.	X
fbem-1670	29	3	theoretical	theoretical	ADJ
fbem-1670	29	4	basis	basis	NOUN
fbem-1670	29	5	based	base	VERB
fbem-1670	29	6	on	on	ADP
fbem-1670	29	7	the	the	DET
fbem-1670	29	8	above	above	PROPN
fbem-1670	29	9	literature	literature	PROPN
fbem-1670	29	10	review	review	PROPN
fbem-1670	29	11	,	,	PUNCT
fbem-1670	29	12	this	this	DET
fbem-1670	29	13	paper	paper	NOUN
fbem-1670	29	14	adopts	adopt	VERB
fbem-1670	29	15	the	the	DET
fbem-1670	29	16	combination	combination	NOUN
fbem-1670	29	17	of	of	ADP
fbem-1670	29	18	sales	sale	NOUN
fbem-1670	29	19	prediction	prediction	NOUN
fbem-1670	29	20	theory	theory	NOUN
fbem-1670	29	21	and	and	CCONJ
fbem-1670	29	22	time	time	NOUN
fbem-1670	29	23	-	-	PUNCT
fbem-1670	29	24	series	series	NOUN
fbem-1670	29	25	model	model	NOUN
fbem-1670	29	26	to	to	PART
fbem-1670	29	27	analyze	analyze	VERB
fbem-1670	29	28	the	the	DET
fbem-1670	29	29	historical	historical	ADJ
fbem-1670	29	30	data	datum	NOUN
fbem-1670	29	31	of	of	ADP
fbem-1670	29	32	online	online	ADJ
fbem-1670	29	33	sales	sale	NOUN
fbem-1670	29	34	of	of	ADP
fbem-1670	29	35	physical	physical	ADJ
fbem-1670	29	36	goods	good	NOUN
fbem-1670	29	37	,	,	PUNCT
fbem-1670	29	38	so	so	SCONJ
fbem-1670	29	39	as	as	SCONJ
fbem-1670	29	40	to	to	PART
fbem-1670	29	41	predict	predict	VERB
fbem-1670	29	42	the	the	DET
fbem-1670	29	43	purchase	purchase	NOUN
fbem-1670	29	44	behavior	behavior	NOUN
fbem-1670	29	45	of	of	ADP
fbem-1670	29	46	consumers	consumer	NOUN
fbem-1670	29	47	thereafter	thereafter	ADV
fbem-1670	29	48	.	.	PUNCT
fbem-1670	30	1	sales	sale	NOUN
fbem-1670	30	2	forecast	forecast	NOUN
fbem-1670	30	3	refers	refer	VERB
fbem-1670	30	4	to	to	ADP
fbem-1670	30	5	making	make	VERB
fbem-1670	30	6	an	an	DET
fbem-1670	30	7	estimate	estimate	NOUN
fbem-1670	30	8	of	of	ADP
fbem-1670	30	9	the	the	DET
fbem-1670	30	10	quantity	quantity	NOUN
fbem-1670	30	11	and	and	CCONJ
fbem-1670	30	12	amount	amount	NOUN
fbem-1670	30	13	of	of	ADP
fbem-1670	30	14	a	a	DET
fbem-1670	30	15	commodity	commodity	NOUN
fbem-1670	30	16	sold	sell	VERB
fbem-1670	30	17	at	at	ADP
fbem-1670	30	18	a	a	DET
fbem-1670	30	19	certain	certain	ADJ
fbem-1670	30	20	time	time	NOUN
fbem-1670	30	21	in	in	ADP
fbem-1670	30	22	the	the	DET
fbem-1670	30	23	future	future	NOUN
fbem-1670	30	24	.	.	PUNCT
fbem-1670	31	1	time	time	NOUN
fbem-1670	31	2	series	series	PROPN
fbem-1670	31	3	refers	refer	VERB
fbem-1670	31	4	to	to	ADP
fbem-1670	31	5	the	the	DET
fbem-1670	31	6	series	series	NOUN
fbem-1670	31	7	obtained	obtain	VERB
fbem-1670	31	8	by	by	ADP
fbem-1670	31	9	arranging	arrange	VERB
fbem-1670	31	10	the	the	DET
fbem-1670	31	11	values	value	NOUN
fbem-1670	31	12	of	of	ADP
fbem-1670	31	13	an	an	DET
fbem-1670	31	14	index	index	NOUN
fbem-1670	31	15	at	at	ADP
fbem-1670	31	16	different	different	ADJ
fbem-1670	31	17	times	time	NOUN
fbem-1670	31	18	in	in	ADP
fbem-1670	31	19	the	the	DET
fbem-1670	31	20	order	order	NOUN
fbem-1670	31	21	of	of	ADP
fbem-1670	31	22	time	time	NOUN
fbem-1670	31	23	.	.	PUNCT
fbem-1670	32	1	the	the	DET
fbem-1670	32	2	time	time	NOUN
fbem-1670	32	3	series	series	PROPN
fbem-1670	32	4	model	model	PROPN
fbem-1670	32	5	originated	originate	VERB
fbem-1670	32	6	from	from	ADP
fbem-1670	32	7	the	the	DET
fbem-1670	32	8	autoregressive	autoregressive	ADJ
fbem-1670	32	9	(	(	PUNCT
fbem-1670	32	10	autoregressive	autoregressive	ADJ
fbem-1670	32	11	ar	ar	NOUN
fbem-1670	32	12	)	)	PUNCT
fbem-1670	32	13	model	model	NOUN
fbem-1670	32	14	proposed	propose	VERB
fbem-1670	32	15	by	by	ADP
fbem-1670	32	16	yule	yule	NOUN
fbem-1670	32	17	in	in	ADP
fbem-1670	32	18	1927	1927	NUM
fbem-1670	32	19	;	;	PUNCT
fbem-1670	32	20	the	the	DET
fbem-1670	32	21	british	british	ADJ
fbem-1670	32	22	scientist	scientist	NOUN
fbem-1670	32	23	walker	walker	PROPN
fbem-1670	32	24	then	then	ADV
fbem-1670	32	25	expanded	expand	VERB
fbem-1670	32	26	it	it	PRON
fbem-1670	32	27	to	to	ADP
fbem-1670	32	28	a	a	DET
fbem-1670	32	29	general	general	ADJ
fbem-1670	32	30	model	model	NOUN
fbem-1670	32	31	.	.	PUNCT
fbem-1670	33	1	slutzky	slutzky	PROPN
fbem-1670	33	2	invented	invent	VERB
fbem-1670	33	3	the	the	DET
fbem-1670	33	4	moving	move	VERB
fbem-1670	33	5	average	average	NOUN
fbem-1670	33	6	(	(	PUNCT
fbem-1670	33	7	moving	move	VERB
fbem-1670	33	8	average	average	ADJ
fbem-1670	33	9	ma	ma	PROPN
fbem-1670	33	10	)	)	PUNCT
fbem-1670	33	11	91	91	NUM
fbem-1670	33	12	model	model	NOUN
fbem-1670	33	13	;	;	PUNCT
fbem-1670	33	14	based	base	VERB
fbem-1670	33	15	on	on	ADP
fbem-1670	33	16	this	this	DET
fbem-1670	33	17	model	model	NOUN
fbem-1670	33	18	,	,	PUNCT
fbem-1670	33	19	wold	wold	PROPN
fbem-1670	33	20	proposed	propose	VERB
fbem-1670	33	21	the	the	DET
fbem-1670	33	22	famous	famous	ADJ
fbem-1670	33	23	autoregressive	autoregressive	ADJ
fbem-1670	33	24	moving	move	VERB
fbem-1670	33	25	average	average	ADJ
fbem-1670	33	26	(	(	PUNCT
fbem-1670	33	27	auto	auto	NOUN
fbem-1670	33	28	regressive	regressive	ADJ
fbem-1670	33	29	moving	moving	NOUN
fbem-1670	33	30	averagearma	averagearma	NOUN
fbem-1670	33	31	)	)	PUNCT
fbem-1670	33	32	model	model	NOUN
fbem-1670	33	33	in	in	ADP
fbem-1670	33	34	1938[13	1938[13	NUM
fbem-1670	33	35	-	-	SYM
fbem-1670	33	36	15	15	NUM
fbem-1670	33	37	]	]	PUNCT
fbem-1670	33	38	.	.	PUNCT
fbem-1670	34	1	box	box	PROPN
fbem-1670	34	2	's	's	PART
fbem-1670	34	3	"	"	PUNCT
fbem-1670	34	4	prediction	prediction	NOUN
fbem-1670	34	5	and	and	CCONJ
fbem-1670	34	6	control	control	NOUN
fbem-1670	34	7	"	"	PUNCT
fbem-1670	34	8	,	,	PUNCT
fbem-1670	34	9	published	publish	VERB
fbem-1670	34	10	in	in	ADP
fbem-1670	34	11	collaboration	collaboration	NOUN
fbem-1670	34	12	with	with	ADP
fbem-1670	34	13	jenkins	jenkin	NOUN
fbem-1670	34	14	(	(	PUNCT
fbem-1670	34	15	1970	1970	NUM
fbem-1670	34	16	)	)	PUNCT
fbem-1670	34	17	,	,	PUNCT
fbem-1670	34	18	perfected	perfect	VERB
fbem-1670	34	19	these	these	DET
fbem-1670	34	20	models	model	NOUN
fbem-1670	34	21	and	and	CCONJ
fbem-1670	34	22	introduced	introduce	VERB
fbem-1670	34	23	the	the	DET
fbem-1670	34	24	arima	arima	PROPN
fbem-1670	34	25	model	model	NOUN
fbem-1670	34	26	in	in	ADP
fbem-1670	34	27	detail	detail	NOUN
fbem-1670	34	28	,	,	PUNCT
fbem-1670	34	29	from	from	ADP
fbem-1670	34	30	which	which	PRON
fbem-1670	34	31	the	the	DET
fbem-1670	34	32	time	time	NOUN
fbem-1670	34	33	series	series	PROPN
fbem-1670	34	34	theory	theory	NOUN
fbem-1670	34	35	developed	develop	VERB
fbem-1670	34	36	rapidly[16,17	rapidly[16,17	NOUN
fbem-1670	34	37	]	]	PUNCT
fbem-1670	34	38	。	。	X
fbem-1670	34	39	4	4	NUM
fbem-1670	34	40	.	.	PUNCT
fbem-1670	34	41	data	datum	NOUN
fbem-1670	34	42	processing	processing	NOUN
fbem-1670	34	43	of	of	ADP
fbem-1670	34	44	online	online	ADJ
fbem-1670	34	45	sales	sale	NOUN
fbem-1670	34	46	of	of	ADP
fbem-1670	34	47	physical	physical	ADJ
fbem-1670	34	48	goods	good	NOUN
fbem-1670	34	49	4.1	4.1	NUM
fbem-1670	34	50	.	.	PUNCT
fbem-1670	35	1	the	the	DET
fbem-1670	35	2	source	source	NOUN
fbem-1670	35	3	of	of	ADP
fbem-1670	35	4	the	the	DET
fbem-1670	35	5	data	datum	NOUN
fbem-1670	35	6	after	after	ADP
fbem-1670	35	7	multiple	multiple	ADJ
fbem-1670	35	8	access	access	NOUN
fbem-1670	35	9	,	,	PUNCT
fbem-1670	35	10	from	from	ADP
fbem-1670	35	11	the	the	DET
fbem-1670	35	12	"	"	PUNCT
fbem-1670	35	13	national	national	ADJ
fbem-1670	35	14	bureau	bureau	PROPN
fbem-1670	35	15	of	of	ADP
fbem-1670	35	16	statistics	statistic	NOUN
fbem-1670	35	17	(	(	PUNCT
fbem-1670	35	18	website	website	NOUN
fbem-1670	35	19	:	:	PUNCT
fbem-1670	35	20	https	https	NOUN
fbem-1670	35	21	:	:	PUNCT
fbem-1670	35	22	/	/	SYM
fbem-1670	35	23	/	/	SYM
fbem-1670	35	24	data.stats.gov	data.stats.gov	NOUN
fbem-1670	35	25	.	.	PUNCT
fbem-1670	36	1	the	the	DET
fbem-1670	36	2	cn	cn	PROPN
fbem-1670	36	3	/	/	SYM
fbem-1670	36	4	)	)	PUNCT
fbem-1670	36	5	"	"	PUNCT
fbem-1670	36	6	official	official	ADJ
fbem-1670	36	7	website	website	NOUN
fbem-1670	36	8	gets	get	VERB
fbem-1670	36	9	data	datum	NOUN
fbem-1670	36	10	for	for	ADP
fbem-1670	36	11	"	"	PUNCT
fbem-1670	36	12	online	online	ADJ
fbem-1670	36	13	sales	sale	NOUN
fbem-1670	36	14	of	of	ADP
fbem-1670	36	15	physical	physical	ADJ
fbem-1670	36	16	goods	good	NOUN
fbem-1670	36	17	"	"	PUNCT
fbem-1670	36	18	.	.	PUNCT
fbem-1670	37	1	this	this	DET
fbem-1670	37	2	paper	paper	NOUN
fbem-1670	37	3	takes	take	VERB
fbem-1670	37	4	"	"	PUNCT
fbem-1670	37	5	online	online	ADJ
fbem-1670	37	6	sales	sale	NOUN
fbem-1670	37	7	of	of	ADP
fbem-1670	37	8	physical	physical	ADJ
fbem-1670	37	9	goods	good	NOUN
fbem-1670	37	10	"	"	PUNCT
fbem-1670	37	11	as	as	ADP
fbem-1670	37	12	the	the	DET
fbem-1670	37	13	research	research	NOUN
fbem-1670	37	14	object	object	NOUN
fbem-1670	37	15	,	,	PUNCT
fbem-1670	37	16	takes	take	VERB
fbem-1670	37	17	"	"	PUNCT
fbem-1670	37	18	cumulative	cumulative	ADJ
fbem-1670	37	19	online	online	ADJ
fbem-1670	37	20	retail	retail	ADJ
fbem-1670	37	21	sales	sale	NOUN
fbem-1670	37	22	from	from	ADP
fbem-1670	37	23	january	january	PROPN
fbem-1670	37	24	2020	2020	NUM
fbem-1670	37	25	to	to	ADP
fbem-1670	37	26	december	december	PROPN
fbem-1670	37	27	2021	2021	NUM
fbem-1670	37	28	and	and	CCONJ
fbem-1670	37	29	cumulative	cumulative	ADJ
fbem-1670	37	30	online	online	ADJ
fbem-1670	37	31	retail	retail	ADJ
fbem-1670	37	32	sales	sale	NOUN
fbem-1670	37	33	of	of	ADP
fbem-1670	37	34	physical	physical	ADJ
fbem-1670	37	35	goods	good	NOUN
fbem-1670	37	36	"	"	PUNCT
fbem-1670	37	37	as	as	SCONJ
fbem-1670	37	38	the	the	DET
fbem-1670	37	39	sample	sample	NOUN
fbem-1670	37	40	data	datum	NOUN
fbem-1670	37	41	(	(	PUNCT
fbem-1670	37	42	table	table	NOUN
fbem-1670	37	43	1	1	NUM
fbem-1670	37	44	)	)	PUNCT
fbem-1670	37	45	,	,	PUNCT
fbem-1670	37	46	and	and	CCONJ
fbem-1670	37	47	the	the	DET
fbem-1670	37	48	data	data	NOUN
fbem-1670	37	49	is	be	AUX
fbem-1670	37	50	the	the	DET
fbem-1670	37	51	time	time	NOUN
fbem-1670	37	52	series	series	PROPN
fbem-1670	37	53	data	data	PROPN
fbem-1670	37	54	.	.	PUNCT
fbem-1670	38	1	note	note	NOUN
fbem-1670	38	2	:	:	PUNCT
fbem-1670	38	3	the	the	DET
fbem-1670	38	4	physical	physical	ADJ
fbem-1670	38	5	goods	good	NOUN
fbem-1670	38	6	here	here	ADV
fbem-1670	38	7	stand	stand	VERB
fbem-1670	38	8	against	against	ADP
fbem-1670	38	9	the	the	DET
fbem-1670	38	10	virtual	virtual	ADJ
fbem-1670	38	11	goods	good	NOUN
fbem-1670	38	12	on	on	ADP
fbem-1670	38	13	the	the	DET
fbem-1670	38	14	network	network	NOUN
fbem-1670	38	15	,	,	PUNCT
fbem-1670	38	16	that	that	ADV
fbem-1670	38	17	is	is	ADV
fbem-1670	38	18	,	,	PUNCT
fbem-1670	38	19	the	the	DET
fbem-1670	38	20	sum	sum	NOUN
fbem-1670	38	21	total	total	NOUN
fbem-1670	38	22	of	of	ADP
fbem-1670	38	23	the	the	DET
fbem-1670	38	24	morphological	morphological	ADJ
fbem-1670	38	25	and	and	CCONJ
fbem-1670	38	26	real	real	ADJ
fbem-1670	38	27	goods	good	NOUN
fbem-1670	38	28	sold	sell	VERB
fbem-1670	38	29	on	on	ADP
fbem-1670	38	30	each	each	DET
fbem-1670	38	31	platform	platform	NOUN
fbem-1670	38	32	on	on	ADP
fbem-1670	38	33	the	the	DET
fbem-1670	38	34	network	network	NOUN
fbem-1670	38	35	.	.	PUNCT
fbem-1670	39	1	table	table	NOUN
fbem-1670	39	2	1	1	NUM
fbem-1670	39	3	.	.	PUNCT
fbem-1670	39	4	initial	initial	ADJ
fbem-1670	39	5	data	datum	NOUN
fbem-1670	39	6	of	of	ADP
fbem-1670	39	7	online	online	ADJ
fbem-1670	39	8	sales	sale	NOUN
fbem-1670	39	9	of	of	ADP
fbem-1670	39	10	physical	physical	ADJ
fbem-1670	39	11	goods	good	NOUN
fbem-1670	39	12	4.2	4.2	NUM
fbem-1670	39	13	.	.	PUNCT
fbem-1670	40	1	data	datum	NOUN
fbem-1670	40	2	processing	processing	NOUN
fbem-1670	40	3	of	of	ADP
fbem-1670	40	4	online	online	ADJ
fbem-1670	40	5	sales	sale	NOUN
fbem-1670	40	6	of	of	ADP
fbem-1670	40	7	physical	physical	ADJ
fbem-1670	40	8	goods	good	NOUN
fbem-1670	40	9	4.2.1	4.2.1	NUM
fbem-1670	40	10	.	.	PUNCT
fbem-1670	41	1	outliers	outlier	NOUN
fbem-1670	41	2	handling	handle	VERB
fbem-1670	41	3	method	method	NOUN
fbem-1670	41	4	the	the	DET
fbem-1670	41	5	causes	cause	NOUN
fbem-1670	41	6	of	of	ADP
fbem-1670	41	7	outliers	outlier	NOUN
fbem-1670	41	8	are	be	AUX
fbem-1670	41	9	:	:	PUNCT
fbem-1670	41	10	weather	weather	NOUN
fbem-1670	41	11	effects	effect	NOUN
fbem-1670	41	12	,	,	PUNCT
fbem-1670	41	13	human	human	ADJ
fbem-1670	41	14	error	error	NOUN
fbem-1670	41	15	,	,	PUNCT
fbem-1670	41	16	and	and	CCONJ
fbem-1670	41	17	unscientific	unscientific	ADJ
fbem-1670	41	18	means	mean	NOUN
fbem-1670	41	19	of	of	ADP
fbem-1670	41	20	collection	collection	NOUN
fbem-1670	41	21	.	.	PUNCT
fbem-1670	42	1	elimination	elimination	NOUN
fbem-1670	42	2	method	method	NOUN
fbem-1670	42	3	:	:	PUNCT
fbem-1670	42	4	if	if	SCONJ
fbem-1670	42	5	a	a	DET
fbem-1670	42	6	value	value	NOUN
fbem-1670	42	7	violates	violate	VERB
fbem-1670	42	8	the	the	DET
fbem-1670	42	9	raida	raida	PROPN
fbem-1670	42	10	criterion	criterion	NOUN
fbem-1670	42	11	,	,	PUNCT
fbem-1670	42	12	that	that	ADV
fbem-1670	42	13	is	is	ADV
fbem-1670	42	14	,	,	PUNCT
fbem-1670	42	15	if	if	SCONJ
fbem-1670	42	16	the	the	DET
fbem-1670	42	17	experimental	experimental	ADJ
fbem-1670	42	18	data	datum	NOUN
fbem-1670	42	19	x	x	VERB
fbem-1670	42	20	is	be	AUX
fbem-1670	42	21	subject	subject	ADJ
fbem-1670	42	22	to	to	ADP
fbem-1670	42	23	a	a	DET
fbem-1670	42	24	normal	normal	ADJ
fbem-1670	42	25	score	score	NOUN
fbem-1670	42	26	p（|x	p（|x	NOUN
fbem-1670	42	27	μ|	μ|	PROPN
fbem-1670	42	28	3σ	3σ	NUM
fbem-1670	42	29	）	）	PUNCT
fbem-1670	42	30	0.003μσthen	0.003μσthen	ADV
fbem-1670	42	31	,	,	PUNCT
fbem-1670	42	32	if	if	SCONJ
fbem-1670	42	33	the	the	DET
fbem-1670	42	34	data	datum	NOUN
fbem-1670	42	35	and	and	CCONJ
fbem-1670	42	36	data	datum	NOUN
fbem-1670	42	37	are	be	AUX
fbem-1670	42	38	the	the	DET
fbem-1670	42	39	mean	mean	ADJ
fbem-1670	42	40	and	and	CCONJ
fbem-1670	42	41	standard	standard	ADJ
fbem-1670	42	42	deviation	deviation	NOUN
fbem-1670	42	43	of	of	ADP
fbem-1670	42	44	the	the	DET
fbem-1670	42	45	experimental	experimental	ADJ
fbem-1670	42	46	data	datum	NOUN
fbem-1670	42	47	respectively	respectively	ADV
fbem-1670	42	48	,	,	PUNCT
fbem-1670	42	49	the	the	DET
fbem-1670	42	50	data	datum	NOUN
fbem-1670	42	51	for	for	ADP
fbem-1670	42	52	or	or	CCONJ
fbem-1670	42	53	should	should	AUX
fbem-1670	42	54	be	be	AUX
fbem-1670	42	55	removed	remove	VERB
fbem-1670	42	56	as	as	ADP
fbem-1670	42	57	outliers.x	outliers.x	PROPN
fbem-1670	42	58	μ	μ	NUM
fbem-1670	42	59	3σx	3σx	PROPN
fbem-1670	42	60	μ	μ	PROPN
fbem-1670	42	61	3σ	3σ	NUM
fbem-1670	42	62	to	to	PART
fbem-1670	42	63	replace	replace	VERB
fbem-1670	42	64	the	the	DET
fbem-1670	42	65	outliers	outlier	NOUN
fbem-1670	42	66	with	with	ADP
fbem-1670	42	67	the	the	DET
fbem-1670	42	68	data	datum	NOUN
fbem-1670	42	69	close	close	ADJ
fbem-1670	42	70	to	to	ADP
fbem-1670	42	71	the	the	DET
fbem-1670	42	72	real	real	ADJ
fbem-1670	42	73	value	value	NOUN
fbem-1670	42	74	,	,	PUNCT
fbem-1670	42	75	this	this	PRON
fbem-1670	42	76	is	be	AUX
fbem-1670	42	77	the	the	DET
fbem-1670	42	78	substitution	substitution	NOUN
fbem-1670	42	79	method	method	NOUN
fbem-1670	42	80	.	.	PUNCT
fbem-1670	43	1	in	in	ADP
fbem-1670	43	2	general	general	ADJ
fbem-1670	43	3	,	,	PUNCT
fbem-1670	43	4	the	the	DET
fbem-1670	43	5	discrete	discrete	ADJ
fbem-1670	43	6	-	-	PUNCT
fbem-1670	43	7	type	type	NOUN
fbem-1670	43	8	data	datum	NOUN
fbem-1670	43	9	mass	mass	NOUN
fbem-1670	43	10	or	or	CCONJ
fbem-1670	43	11	median	median	ADJ
fbem-1670	43	12	substitution	substitution	NOUN
fbem-1670	43	13	are	be	AUX
fbem-1670	43	14	available	available	ADJ
fbem-1670	43	15	,	,	PUNCT
fbem-1670	43	16	while	while	SCONJ
fbem-1670	43	17	continuous	continuous	ADJ
fbem-1670	43	18	data	datum	NOUN
fbem-1670	43	19	can	can	AUX
fbem-1670	43	20	be	be	AUX
fbem-1670	43	21	replaced	replace	VERB
fbem-1670	43	22	with	with	ADP
fbem-1670	43	23	means	mean	NOUN
fbem-1670	43	24	.	.	PUNCT
fbem-1670	44	1	4.2.2	4.2.2	X
fbem-1670	44	2	.	.	PUNCT
fbem-1670	44	3	outlier	outlier	NOUN
fbem-1670	44	4	handling	handling	NOUN
fbem-1670	44	5	method	method	NOUN
fbem-1670	44	6	used	use	VERB
fbem-1670	44	7	in	in	ADP
fbem-1670	44	8	this	this	DET
fbem-1670	44	9	article	article	NOUN
fbem-1670	44	10	the	the	DET
fbem-1670	44	11	data	datum	NOUN
fbem-1670	44	12	in	in	ADP
fbem-1670	44	13	this	this	DET
fbem-1670	44	14	paper	paper	NOUN
fbem-1670	44	15	are	be	AUX
fbem-1670	44	16	collected	collect	VERB
fbem-1670	44	17	from	from	ADP
fbem-1670	44	18	real	real	ADJ
fbem-1670	44	19	data	datum	NOUN
fbem-1670	44	20	,	,	PUNCT
fbem-1670	44	21	so	so	SCONJ
fbem-1670	44	22	outliers	outlier	NOUN
fbem-1670	44	23	may	may	AUX
fbem-1670	44	24	also	also	ADV
fbem-1670	44	25	exist	exist	VERB
fbem-1670	44	26	and	and	CCONJ
fbem-1670	44	27	require	require	VERB
fbem-1670	44	28	outliers	outlier	NOUN
fbem-1670	44	29	processing	process	VERB
fbem-1670	44	30	.	.	PUNCT
fbem-1670	45	1	this	this	DET
fbem-1670	45	2	article	article	NOUN
fbem-1670	45	3	removes	remove	VERB
fbem-1670	45	4	outliers	outlier	NOUN
fbem-1670	45	5	.	.	PUNCT
fbem-1670	46	1	given	give	VERB
fbem-1670	46	2	that	that	SCONJ
fbem-1670	46	3	the	the	DET
fbem-1670	46	4	outliers	outlier	NOUN
fbem-1670	46	5	data	datum	NOUN
fbem-1670	46	6	in	in	ADP
fbem-1670	46	7	this	this	DET
fbem-1670	46	8	paper	paper	NOUN
fbem-1670	46	9	are	be	AUX
fbem-1670	46	10	not	not	PART
fbem-1670	46	11	large	large	ADJ
fbem-1670	46	12	,	,	PUNCT
fbem-1670	46	13	using	use	VERB
fbem-1670	46	14	this	this	DET
fbem-1670	46	15	method	method	NOUN
fbem-1670	46	16	.	.	PUNCT
fbem-1670	47	1	in	in	ADP
fbem-1670	47	2	this	this	DET
fbem-1670	47	3	paper	paper	NOUN
fbem-1670	47	4	for	for	ADP
fbem-1670	47	5	the	the	DET
fbem-1670	47	6	real	real	ADJ
fbem-1670	47	7	data	datum	NOUN
fbem-1670	47	8	,	,	PUNCT
fbem-1670	47	9	online	online	ADJ
fbem-1670	47	10	physical	physical	ADJ
fbem-1670	47	11	goods	good	NOUN
fbem-1670	47	12	sales	sale	NOUN
fbem-1670	47	13	into	into	ADP
fbem-1670	47	14	the	the	DET
fbem-1670	47	15	original	original	ADJ
fbem-1670	47	16	time	time	NOUN
fbem-1670	47	17	series	series	NOUN
fbem-1670	47	18	for	for	ADP
fbem-1670	47	19	research	research	NOUN
fbem-1670	47	20	problems	problem	NOUN
fbem-1670	47	21	,	,	PUNCT
fbem-1670	47	22	to	to	PART
fbem-1670	47	23	establish	establish	VERB
fbem-1670	47	24	the	the	DET
fbem-1670	47	25	monthly	monthly	ADJ
fbem-1670	47	26	cycle	cycle	NOUN
fbem-1670	47	27	time	time	NOUN
fbem-1670	47	28	series	series	PROPN
fbem-1670	47	29	model	model	PROPN
fbem-1670	47	30	,	,	PUNCT
fbem-1670	47	31	on	on	ADP
fbem-1670	47	32	the	the	DET
fbem-1670	47	33	basis	basis	NOUN
fbem-1670	47	34	of	of	ADP
fbem-1670	47	35	the	the	DET
fbem-1670	47	36	cumulative	cumulative	ADJ
fbem-1670	47	37	value	value	NOUN
fbem-1670	47	38	of	of	ADP
fbem-1670	47	39	online	online	ADJ
fbem-1670	47	40	sales	sale	NOUN
fbem-1670	47	41	and	and	CCONJ
fbem-1670	47	42	physical	physical	ADJ
fbem-1670	47	43	goods	good	NOUN
fbem-1670	47	44	online	online	ADJ
fbem-1670	47	45	sales	sale	NOUN
fbem-1670	47	46	cumulative	cumulative	ADJ
fbem-1670	47	47	value	value	NOUN
fbem-1670	47	48	two	two	NUM
fbem-1670	47	49	dimensions	dimension	NOUN
fbem-1670	47	50	for	for	ADP
fbem-1670	47	51	comparative	comparative	ADJ
fbem-1670	47	52	analysis	analysis	NOUN
fbem-1670	47	53	,	,	PUNCT
fbem-1670	47	54	through	through	ADP
fbem-1670	47	55	modeling	model	VERB
fbem-1670	47	56	prediction	prediction	NOUN
fbem-1670	47	57	,	,	PUNCT
fbem-1670	47	58	on	on	ADP
fbem-1670	47	59	the	the	DET
fbem-1670	47	60	line	line	NOUN
fbem-1670	47	61	of	of	ADP
fbem-1670	47	62	physical	physical	ADJ
fbem-1670	47	63	goods	good	NOUN
fbem-1670	47	64	demand	demand	NOUN
fbem-1670	47	65	forecast	forecast	NOUN
fbem-1670	47	66	.	.	PUNCT
fbem-1670	48	1	raw	raw	ADJ
fbem-1670	48	2	data	datum	NOUN
fbem-1670	48	3	are	be	AUX
fbem-1670	48	4	shown	show	VERB
fbem-1670	48	5	in	in	ADP
fbem-1670	48	6	tables	table	NOUN
fbem-1670	48	7	2	2	NUM
fbem-1670	48	8	.	.	PUNCT
fbem-1670	49	1	after	after	ADP
fbem-1670	49	2	the	the	DET
fbem-1670	49	3	observation	observation	NOUN
fbem-1670	49	4	that	that	SCONJ
fbem-1670	49	5	the	the	DET
fbem-1670	49	6	data	datum	NOUN
fbem-1670	49	7	for	for	ADP
fbem-1670	49	8	january	january	PROPN
fbem-1670	49	9	2020	2020	NUM
fbem-1670	49	10	and	and	CCONJ
fbem-1670	49	11	january	january	PROPN
fbem-1670	49	12	2022	2022	NUM
fbem-1670	49	13	were	be	AUX
fbem-1670	49	14	blank	blank	ADJ
fbem-1670	49	15	states	state	NOUN
fbem-1670	49	16	,	,	PUNCT
fbem-1670	49	17	and	and	CCONJ
fbem-1670	49	18	the	the	DET
fbem-1670	49	19	data	datum	NOUN
fbem-1670	49	20	for	for	ADP
fbem-1670	49	21	other	other	ADJ
fbem-1670	49	22	time	time	NOUN
fbem-1670	49	23	periods	period	NOUN
fbem-1670	49	24	were	be	AUX
fbem-1670	49	25	normal	normal	ADJ
fbem-1670	49	26	,	,	PUNCT
fbem-1670	49	27	the	the	DET
fbem-1670	49	28	data	datum	NOUN
fbem-1670	49	29	from	from	ADP
fbem-1670	49	30	january	january	PROPN
fbem-1670	49	31	2020	2020	NUM
fbem-1670	49	32	and	and	CCONJ
fbem-1670	49	33	january	january	PROPN
fbem-1670	49	34	2022	2022	NUM
fbem-1670	49	35	/	/	SYM
fbem-1670	49	36	2022	2022	NUM
fbem-1670	49	37	were	be	AUX
fbem-1670	49	38	excluded	exclude	VERB
fbem-1670	49	39	.	.	PUNCT
fbem-1670	50	1	the	the	DET
fbem-1670	50	2	time	time	NOUN
fbem-1670	50	3	series	series	PROPN
fbem-1670	50	4	effect	effect	NOUN
fbem-1670	50	5	after	after	ADP
fbem-1670	50	6	handling	handle	VERB
fbem-1670	50	7	the	the	DET
fbem-1670	50	8	outliers	outlier	NOUN
fbem-1670	50	9	was	be	AUX
fbem-1670	50	10	better	well	ADV
fbem-1670	50	11	improved	improve	VERB
fbem-1670	50	12	.	.	PUNCT
fbem-1670	51	1	the	the	DET
fbem-1670	51	2	processed	process	VERB
fbem-1670	51	3	data	datum	NOUN
fbem-1670	51	4	are	be	AUX
fbem-1670	51	5	shown	show	VERB
fbem-1670	51	6	in	in	ADP
fbem-1670	51	7	table	table	NOUN
fbem-1670	51	8	2.and	2.and	NUM
fbem-1670	51	9	the	the	DET
fbem-1670	51	10	processed	process	VERB
fbem-1670	51	11	time	time	NOUN
fbem-1670	51	12	series	series	NOUN
fbem-1670	51	13	plots	plot	NOUN
fbem-1670	51	14	are	be	AUX
fbem-1670	51	15	shown	show	VERB
fbem-1670	51	16	in	in	ADP
fbem-1670	51	17	figures1.2	figures1.2	PROPN
fbem-1670	51	18	.	.	PUNCT
fbem-1670	52	1	92	92	NUM
fbem-1670	52	2	table	table	NOUN
fbem-1670	52	3	2	2	NUM
fbem-1670	52	4	.	.	PUNCT
fbem-1670	53	1	the	the	DET
fbem-1670	53	2	data	datum	NOUN
fbem-1670	53	3	after	after	ADP
fbem-1670	53	4	the	the	DET
fbem-1670	53	5	processing	processing	NOUN
fbem-1670	53	6	figure	figure	NOUN
fbem-1670	53	7	1	1	NUM
fbem-1670	53	8	.	.	NOUN
fbem-1670	53	9	time	time	NOUN
fbem-1670	53	10	chart	chart	NOUN
fbem-1670	53	11	of	of	ADP
fbem-1670	53	12	cumulative	cumulative	ADJ
fbem-1670	53	13	online	online	ADJ
fbem-1670	53	14	retail	retail	ADJ
fbem-1670	53	15	sales	sale	NOUN
fbem-1670	53	16	figure	figure	NOUN
fbem-1670	53	17	2	2	NUM
fbem-1670	53	18	.	.	NOUN
fbem-1670	53	19	time	time	NOUN
fbem-1670	53	20	chart	chart	NOUN
fbem-1670	53	21	of	of	ADP
fbem-1670	53	22	cumulative	cumulative	ADJ
fbem-1670	53	23	online	online	ADJ
fbem-1670	53	24	retail	retail	ADJ
fbem-1670	53	25	sales	sale	NOUN
fbem-1670	53	26	of	of	ADP
fbem-1670	53	27	physical	physical	ADJ
fbem-1670	53	28	93	93	NUM
fbem-1670	53	29	from	from	ADP
fbem-1670	53	30	figures	figure	NOUN
fbem-1670	53	31	1.2	1.2	NUM
fbem-1670	53	32	.	.	PUNCT
fbem-1670	54	1	the	the	DET
fbem-1670	54	2	trend	trend	NOUN
fbem-1670	54	3	of	of	ADP
fbem-1670	54	4	the	the	DET
fbem-1670	54	5	timing	timing	NOUN
fbem-1670	54	6	chart	chart	NOUN
fbem-1670	54	7	obtained	obtain	VERB
fbem-1670	54	8	after	after	ADP
fbem-1670	54	9	data	data	NOUN
fbem-1670	54	10	processing	processing	NOUN
fbem-1670	54	11	changes	change	NOUN
fbem-1670	54	12	significantly	significantly	ADV
fbem-1670	54	13	.	.	PUNCT
fbem-1670	55	1	the	the	DET
fbem-1670	55	2	cumulative	cumulative	ADJ
fbem-1670	55	3	value	value	NOUN
fbem-1670	55	4	of	of	ADP
fbem-1670	55	5	online	online	ADJ
fbem-1670	55	6	retail	retail	ADJ
fbem-1670	55	7	sales	sale	NOUN
fbem-1670	55	8	shows	show	VERB
fbem-1670	55	9	the	the	DET
fbem-1670	55	10	same	same	ADJ
fbem-1670	55	11	pattern	pattern	NOUN
fbem-1670	55	12	as	as	ADP
fbem-1670	55	13	the	the	DET
fbem-1670	55	14	cumulative	cumulative	ADJ
fbem-1670	55	15	value	value	NOUN
fbem-1670	55	16	of	of	ADP
fbem-1670	55	17	online	online	ADJ
fbem-1670	55	18	retail	retail	ADJ
fbem-1670	55	19	sales	sale	NOUN
fbem-1670	55	20	of	of	ADP
fbem-1670	55	21	physical	physical	ADJ
fbem-1670	55	22	goods	good	NOUN
fbem-1670	55	23	,	,	PUNCT
fbem-1670	55	24	and	and	CCONJ
fbem-1670	55	25	the	the	DET
fbem-1670	55	26	data	data	NOUN
fbem-1670	55	27	is	be	AUX
fbem-1670	55	28	in	in	ADP
fbem-1670	55	29	line	line	NOUN
fbem-1670	55	30	with	with	ADP
fbem-1670	55	31	the	the	DET
fbem-1670	55	32	actual	actual	ADJ
fbem-1670	55	33	situation	situation	NOUN
fbem-1670	55	34	.	.	PUNCT
fbem-1670	56	1	4.3	4.3	NUM
fbem-1670	56	2	.	.	PUNCT
fbem-1670	56	3	time	time	NOUN
fbem-1670	56	4	-	-	PUNCT
fbem-1670	56	5	series	series	NOUN
fbem-1670	56	6	stability	stability	NOUN
fbem-1670	56	7	judgment	judgment	NOUN
fbem-1670	56	8	of	of	ADP
fbem-1670	56	9	the	the	DET
fbem-1670	56	10	data	datum	NOUN
fbem-1670	56	11	4.3.1	4.3.1	NUM
fbem-1670	56	12	.	.	NOUN
fbem-1670	56	13	time	time	PROPN
fbem-1670	56	14	series	series	PROPN
fbem-1670	56	15	stability	stability	NOUN
fbem-1670	56	16	judgment	judgment	NOUN
fbem-1670	56	17	of	of	ADP
fbem-1670	56	18	the	the	DET
fbem-1670	56	19	cumulative	cumulative	ADJ
fbem-1670	56	20	value	value	NOUN
fbem-1670	56	21	of	of	ADP
fbem-1670	56	22	online	online	ADJ
fbem-1670	56	23	retail	retail	ADJ
fbem-1670	56	24	sales	sale	NOUN
fbem-1670	56	25	this	this	DET
fbem-1670	56	26	paper	paper	NOUN
fbem-1670	56	27	judges	judge	VERB
fbem-1670	56	28	the	the	DET
fbem-1670	56	29	stability	stability	NOUN
fbem-1670	56	30	of	of	ADP
fbem-1670	56	31	the	the	DET
fbem-1670	56	32	time	time	NOUN
fbem-1670	56	33	series	series	NOUN
fbem-1670	56	34	by	by	ADP
fbem-1670	56	35	observing	observe	VERB
fbem-1670	56	36	the	the	DET
fbem-1670	56	37	correlation	correlation	NOUN
fbem-1670	56	38	graph	graph	NOUN
fbem-1670	56	39	of	of	ADP
fbem-1670	56	40	the	the	DET
fbem-1670	56	41	time	time	NOUN
fbem-1670	56	42	series	series	NOUN
fbem-1670	56	43	.	.	PUNCT
fbem-1670	57	1	the	the	DET
fbem-1670	57	2	specific	specific	ADJ
fbem-1670	57	3	judgment	judgment	NOUN
fbem-1670	57	4	method	method	NOUN
fbem-1670	57	5	is	be	AUX
fbem-1670	57	6	as	as	SCONJ
fbem-1670	57	7	follows	follow	VERB
fbem-1670	57	8	:	:	PUNCT
fbem-1670	57	9	drawing	draw	VERB
fbem-1670	57	10	the	the	DET
fbem-1670	57	11	autocorrelation	autocorrelation	NOUN
fbem-1670	57	12	and	and	CCONJ
fbem-1670	57	13	partial	partial	ADJ
fbem-1670	57	14	autocorrelation	autocorrelation	NOUN
fbem-1670	57	15	graph	graph	NOUN
fbem-1670	57	16	.	.	PUNCT
fbem-1670	58	1	if	if	SCONJ
fbem-1670	58	2	the	the	DET
fbem-1670	58	3	correlation	correlation	NOUN
fbem-1670	58	4	graph	graph	NOUN
fbem-1670	58	5	of	of	ADP
fbem-1670	58	6	the	the	DET
fbem-1670	58	7	sequence	sequence	NOUN
fbem-1670	58	8	shows	show	VERB
fbem-1670	58	9	an	an	DET
fbem-1670	58	10	approximate	approximate	ADJ
fbem-1670	58	11	linear	linear	NOUN
fbem-1670	58	12	decay	decay	NOUN
fbem-1670	58	13	,	,	PUNCT
fbem-1670	58	14	it	it	PRON
fbem-1670	58	15	shows	show	VERB
fbem-1670	58	16	that	that	SCONJ
fbem-1670	58	17	it	it	PRON
fbem-1670	58	18	is	be	AUX
fbem-1670	58	19	a	a	DET
fbem-1670	58	20	non	non	ADJ
fbem-1670	58	21	-	-	ADJ
fbem-1670	58	22	stationary	stationary	ADJ
fbem-1670	58	23	sequence	sequence	NOUN
fbem-1670	58	24	,	,	PUNCT
fbem-1670	58	25	and	and	CCONJ
fbem-1670	58	26	if	if	SCONJ
fbem-1670	58	27	the	the	DET
fbem-1670	58	28	correlation	correlation	NOUN
fbem-1670	58	29	graph	graph	NOUN
fbem-1670	58	30	shows	show	VERB
fbem-1670	58	31	an	an	DET
fbem-1670	58	32	exponential	exponential	ADJ
fbem-1670	58	33	function	function	NOUN
fbem-1670	58	34	or	or	CCONJ
fbem-1670	58	35	a	a	DET
fbem-1670	58	36	sinusoidal	sinusoidal	ADJ
fbem-1670	58	37	function	function	NOUN
fbem-1670	58	38	to	to	PART
fbem-1670	58	39	decay	decay	VERB
fbem-1670	58	40	,	,	PUNCT
fbem-1670	58	41	it	it	PRON
fbem-1670	58	42	is	be	AUX
fbem-1670	58	43	a	a	DET
fbem-1670	58	44	stationary	stationary	ADJ
fbem-1670	58	45	sequence	sequence	NOUN
fbem-1670	58	46	.	.	PUNCT
fbem-1670	59	1	figure	figure	VERB
fbem-1670	59	2	3	3	NUM
fbem-1670	59	3	.	.	NOUN
fbem-1670	59	4	autocorrelation	autocorrelation	NOUN
fbem-1670	59	5	and	and	CCONJ
fbem-1670	59	6	partial	partial	ADJ
fbem-1670	59	7	autocorrelation	autocorrelation	NOUN
fbem-1670	59	8	figure	figure	NOUN
fbem-1670	59	9	of	of	ADP
fbem-1670	59	10	the	the	DET
fbem-1670	59	11	cumulative	cumulative	ADJ
fbem-1670	59	12	value	value	NOUN
fbem-1670	59	13	of	of	ADP
fbem-1670	59	14	online	online	ADJ
fbem-1670	59	15	retail	retail	ADJ
fbem-1670	59	16	sales	sale	NOUN
fbem-1670	59	17	as	as	SCONJ
fbem-1670	59	18	can	can	AUX
fbem-1670	59	19	be	be	AUX
fbem-1670	59	20	seen	see	VERB
fbem-1670	59	21	from	from	ADP
fbem-1670	59	22	figure	figure	NOUN
fbem-1670	59	23	3	3	NUM
fbem-1670	59	24	.	.	PUNCT
fbem-1670	60	1	the	the	DET
fbem-1670	60	2	time	time	NOUN
fbem-1670	60	3	series	series	NOUN
fbem-1670	60	4	of	of	ADP
fbem-1670	60	5	the	the	DET
fbem-1670	60	6	cumulative	cumulative	ADJ
fbem-1670	60	7	value	value	NOUN
fbem-1670	60	8	of	of	ADP
fbem-1670	60	9	online	online	ADJ
fbem-1670	60	10	retail	retail	ADJ
fbem-1670	60	11	sales	sale	NOUN
fbem-1670	60	12	is	be	AUX
fbem-1670	60	13	stable	stable	ADJ
fbem-1670	60	14	,	,	PUNCT
fbem-1670	60	15	so	so	CCONJ
fbem-1670	60	16	there	there	PRON
fbem-1670	60	17	is	be	VERB
fbem-1670	60	18	no	no	DET
fbem-1670	60	19	need	need	NOUN
fbem-1670	60	20	to	to	PART
fbem-1670	60	21	use	use	VERB
fbem-1670	60	22	the	the	DET
fbem-1670	60	23	difference	difference	NOUN
fbem-1670	60	24	method	method	NOUN
fbem-1670	60	25	to	to	PART
fbem-1670	60	26	stabilize	stabilize	VERB
fbem-1670	60	27	the	the	DET
fbem-1670	60	28	sequence	sequence	NOUN
fbem-1670	60	29	.	.	PUNCT
fbem-1670	61	1	4.3.2	4.3.2	X
fbem-1670	61	2	.	.	PUNCT
fbem-1670	61	3	time	time	NOUN
fbem-1670	61	4	series	series	PROPN
fbem-1670	61	5	stability	stability	NOUN
fbem-1670	61	6	judgment	judgment	NOUN
fbem-1670	61	7	of	of	ADP
fbem-1670	61	8	the	the	DET
fbem-1670	61	9	cumulative	cumulative	ADJ
fbem-1670	61	10	value	value	NOUN
fbem-1670	61	11	of	of	ADP
fbem-1670	61	12	online	online	ADJ
fbem-1670	61	13	retail	retail	ADJ
fbem-1670	61	14	sales	sale	NOUN
fbem-1670	61	15	of	of	ADP
fbem-1670	61	16	physical	physical	ADJ
fbem-1670	61	17	goods	good	NOUN
fbem-1670	61	18	the	the	DET
fbem-1670	61	19	time	time	NOUN
fbem-1670	61	20	series	series	PROPN
fbem-1670	61	21	stability	stability	NOUN
fbem-1670	61	22	judgment	judgment	NOUN
fbem-1670	61	23	method	method	NOUN
fbem-1670	61	24	of	of	ADP
fbem-1670	61	25	the	the	DET
fbem-1670	61	26	cumulative	cumulative	ADJ
fbem-1670	61	27	value	value	NOUN
fbem-1670	61	28	of	of	ADP
fbem-1670	61	29	online	online	ADJ
fbem-1670	61	30	retail	retail	ADJ
fbem-1670	61	31	sales	sale	NOUN
fbem-1670	61	32	of	of	ADP
fbem-1670	61	33	physical	physical	ADJ
fbem-1670	61	34	goods	good	NOUN
fbem-1670	61	35	is	be	AUX
fbem-1670	61	36	the	the	DET
fbem-1670	61	37	same	same	ADJ
fbem-1670	61	38	as	as	ADP
fbem-1670	61	39	above	above	ADV
fbem-1670	61	40	.	.	PUNCT
fbem-1670	62	1	results	result	NOUN
fbem-1670	62	2	are	be	AUX
fbem-1670	62	3	shown	show	VERB
fbem-1670	62	4	in	in	ADP
fbem-1670	62	5	figures	figure	NOUN
fbem-1670	62	6	4	4	NUM
fbem-1670	62	7	.	.	PUNCT
fbem-1670	62	8	figure	figure	VERB
fbem-1670	62	9	4	4	NUM
fbem-1670	62	10	.	.	NOUN
fbem-1670	62	11	autocorrelation	autocorrelation	NOUN
fbem-1670	62	12	and	and	CCONJ
fbem-1670	62	13	partial	partial	ADJ
fbem-1670	62	14	correlation	correlation	NOUN
fbem-1670	62	15	diagram	diagram	NOUN
fbem-1670	62	16	of	of	ADP
fbem-1670	62	17	the	the	DET
fbem-1670	62	18	cumulative	cumulative	ADJ
fbem-1670	62	19	value	value	NOUN
fbem-1670	62	20	of	of	ADP
fbem-1670	62	21	online	online	ADJ
fbem-1670	62	22	retail	retail	ADJ
fbem-1670	62	23	sales	sale	NOUN
fbem-1670	62	24	of	of	ADP
fbem-1670	62	25	physical	physical	ADJ
fbem-1670	62	26	goods	good	NOUN
fbem-1670	62	27	94	94	NUM
fbem-1670	62	28	as	as	SCONJ
fbem-1670	62	29	can	can	AUX
fbem-1670	62	30	be	be	AUX
fbem-1670	62	31	seen	see	VERB
fbem-1670	62	32	from	from	ADP
fbem-1670	62	33	figure	figure	NOUN
fbem-1670	62	34	4.the	4.the	DET
fbem-1670	62	35	time	time	NOUN
fbem-1670	62	36	series	series	NOUN
fbem-1670	62	37	of	of	ADP
fbem-1670	62	38	the	the	DET
fbem-1670	62	39	cumulative	cumulative	ADJ
fbem-1670	62	40	value	value	NOUN
fbem-1670	62	41	of	of	ADP
fbem-1670	62	42	online	online	ADJ
fbem-1670	62	43	retail	retail	ADJ
fbem-1670	62	44	sales	sale	NOUN
fbem-1670	62	45	is	be	AUX
fbem-1670	62	46	stable	stable	ADJ
fbem-1670	62	47	,	,	PUNCT
fbem-1670	62	48	so	so	CCONJ
fbem-1670	62	49	there	there	PRON
fbem-1670	62	50	is	be	VERB
fbem-1670	62	51	no	no	DET
fbem-1670	62	52	need	need	NOUN
fbem-1670	62	53	to	to	PART
fbem-1670	62	54	use	use	VERB
fbem-1670	62	55	the	the	DET
fbem-1670	62	56	difference	difference	NOUN
fbem-1670	62	57	method	method	NOUN
fbem-1670	62	58	to	to	PART
fbem-1670	62	59	stabilize	stabilize	VERB
fbem-1670	62	60	the	the	DET
fbem-1670	62	61	sequence	sequence	NOUN
fbem-1670	62	62	.	.	PUNCT
fbem-1670	63	1	5	5	X
fbem-1670	63	2	.	.	X
fbem-1670	63	3	empirical	empirical	ADJ
fbem-1670	63	4	analysis	analysis	NOUN
fbem-1670	63	5	this	this	DET
fbem-1670	63	6	paper	paper	NOUN
fbem-1670	63	7	is	be	AUX
fbem-1670	63	8	for	for	ADP
fbem-1670	63	9	the	the	DET
fbem-1670	63	10	acquisition	acquisition	NOUN
fbem-1670	63	11	value	value	NOUN
fbem-1670	63	12	of	of	ADP
fbem-1670	63	13	online	online	ADJ
fbem-1670	63	14	physical	physical	ADJ
fbem-1670	63	15	goods	good	NOUN
fbem-1670	63	16	sales	sale	NOUN
fbem-1670	63	17	data	datum	NOUN
fbem-1670	63	18	,	,	PUNCT
fbem-1670	63	19	which	which	PRON
fbem-1670	63	20	is	be	AUX
fbem-1670	63	21	taken	take	VERB
fbem-1670	63	22	as	as	ADP
fbem-1670	63	23	the	the	DET
fbem-1670	63	24	observed	observed	ADJ
fbem-1670	63	25	value	value	NOUN
fbem-1670	63	26	in	in	ADP
fbem-1670	63	27	the	the	DET
fbem-1670	63	28	time	time	NOUN
fbem-1670	63	29	series	series	PROPN
fbem-1670	63	30	analysis	analysis	NOUN
fbem-1670	63	31	model	model	NOUN
fbem-1670	63	32	,	,	PUNCT
fbem-1670	63	33	where	where	SCONJ
fbem-1670	63	34	the	the	DET
fbem-1670	63	35	time	time	NOUN
fbem-1670	63	36	index	index	NOUN
fbem-1670	63	37	is	be	AUX
fbem-1670	63	38	measured	measure	VERB
fbem-1670	63	39	in	in	ADP
fbem-1670	63	40	months	month	NOUN
fbem-1670	63	41	.	.	PUNCT
fbem-1670	64	1	and	and	CCONJ
fbem-1670	64	2	through	through	ADP
fbem-1670	64	3	modeling	model	VERB
fbem-1670	64	4	prediction	prediction	NOUN
fbem-1670	64	5	and	and	CCONJ
fbem-1670	64	6	analysis	analysis	NOUN
fbem-1670	64	7	,	,	PUNCT
fbem-1670	64	8	compare	compare	VERB
fbem-1670	64	9	the	the	DET
fbem-1670	64	10	benefit	benefit	NOUN
fbem-1670	64	11	and	and	CCONJ
fbem-1670	64	12	effect	effect	NOUN
fbem-1670	64	13	of	of	ADP
fbem-1670	64	14	modeling	modeling	NOUN
fbem-1670	64	15	.	.	PUNCT
fbem-1670	65	1	this	this	DET
fbem-1670	65	2	part	part	NOUN
fbem-1670	65	3	is	be	AUX
fbem-1670	65	4	a	a	DET
fbem-1670	65	5	time	time	NOUN
fbem-1670	65	6	-	-	PUNCT
fbem-1670	65	7	series	series	NOUN
fbem-1670	65	8	prediction	prediction	NOUN
fbem-1670	65	9	model	model	NOUN
fbem-1670	65	10	built	build	VERB
fbem-1670	65	11	by	by	ADP
fbem-1670	65	12	the	the	DET
fbem-1670	65	13	eviews	eviews	PROPN
fbem-1670	65	14	software	software	NOUN
fbem-1670	65	15	.	.	PUNCT
fbem-1670	66	1	time	time	NOUN
fbem-1670	66	2	-	-	PUNCT
fbem-1670	66	3	series	series	NOUN
fbem-1670	66	4	analysis	analysis	NOUN
fbem-1670	66	5	of	of	ADP
fbem-1670	66	6	the	the	DET
fbem-1670	66	7	monthly	monthly	ADJ
fbem-1670	66	8	cycle	cycle	NOUN
fbem-1670	66	9	selected	select	VERB
fbem-1670	66	10	data	datum	NOUN
fbem-1670	66	11	from	from	ADP
fbem-1670	66	12	february	february	PROPN
fbem-1670	66	13	2020	2020	NUM
fbem-1670	66	14	to	to	ADP
fbem-1670	66	15	december	december	PROPN
fbem-1670	66	16	2021	2021	NUM
fbem-1670	66	17	to	to	PART
fbem-1670	66	18	forecast	forecast	VERB
fbem-1670	66	19	online	online	ADJ
fbem-1670	66	20	physical	physical	ADJ
fbem-1670	66	21	goods	good	NOUN
fbem-1670	66	22	sales	sale	NOUN
fbem-1670	66	23	in	in	ADP
fbem-1670	66	24	november	november	PROPN
fbem-1670	66	25	2020	2020	NUM
fbem-1670	66	26	.	.	PUNCT
fbem-1670	67	1	5.1	5.1	NUM
fbem-1670	67	2	.	.	PUNCT
fbem-1670	67	3	forecast	forecast	NOUN
fbem-1670	67	4	and	and	CCONJ
fbem-1670	67	5	modeling	modeling	NOUN
fbem-1670	67	6	process	process	NOUN
fbem-1670	67	7	of	of	ADP
fbem-1670	67	8	online	online	ADJ
fbem-1670	67	9	sales	sale	NOUN
fbem-1670	67	10	of	of	ADP
fbem-1670	67	11	physical	physical	ADJ
fbem-1670	67	12	goods	good	NOUN
fbem-1670	67	13	the	the	DET
fbem-1670	67	14	modeling	modeling	NOUN
fbem-1670	67	15	process	process	NOUN
fbem-1670	67	16	of	of	ADP
fbem-1670	67	17	online	online	ADJ
fbem-1670	67	18	physical	physical	ADJ
fbem-1670	67	19	goods	good	NOUN
fbem-1670	67	20	sales	sale	NOUN
fbem-1670	67	21	forecast	forecast	NOUN
fbem-1670	67	22	is	be	AUX
fbem-1670	67	23	shown	show	VERB
fbem-1670	67	24	in	in	ADP
fbem-1670	67	25	figure	figure	NOUN
fbem-1670	67	26	5	5	NUM
fbem-1670	67	27	.	.	PUNCT
fbem-1670	67	28	figure	figure	NOUN
fbem-1670	67	29	5	5	NUM
fbem-1670	67	30	.	.	PUNCT
fbem-1670	67	31	modeling	modeling	NOUN
fbem-1670	67	32	process	process	NOUN
fbem-1670	67	33	of	of	ADP
fbem-1670	67	34	online	online	ADJ
fbem-1670	67	35	sales	sale	NOUN
fbem-1670	67	36	forecast	forecast	NOUN
fbem-1670	67	37	of	of	ADP
fbem-1670	67	38	physical	physical	ADJ
fbem-1670	67	39	goods	good	NOUN
fbem-1670	67	40	1.model	1.model	NUM
fbem-1670	67	41	recognition	recognition	NOUN
fbem-1670	67	42	.	.	PUNCT
fbem-1670	68	1	combined	combine	VERB
fbem-1670	68	2	with	with	ADP
fbem-1670	68	3	the	the	DET
fbem-1670	68	4	previous	previous	ADJ
fbem-1670	68	5	stationarity	stationarity	NOUN
fbem-1670	68	6	test	test	NOUN
fbem-1670	68	7	,	,	PUNCT
fbem-1670	68	8	the	the	DET
fbem-1670	68	9	time	time	NOUN
fbem-1670	68	10	series	series	PROPN
fbem-1670	68	11	is	be	AUX
fbem-1670	68	12	stationary	stationary	ADJ
fbem-1670	68	13	,	,	PUNCT
fbem-1670	68	14	so	so	SCONJ
fbem-1670	68	15	the	the	DET
fbem-1670	68	16	value	value	NOUN
fbem-1670	68	17	of	of	ADP
fbem-1670	68	18	d	d	PROPN
fbem-1670	68	19	(	(	PUNCT
fbem-1670	68	20	the	the	DET
fbem-1670	68	21	number	number	NOUN
fbem-1670	68	22	of	of	ADP
fbem-1670	68	23	times	time	NOUN
fbem-1670	68	24	the	the	DET
fbem-1670	68	25	sequence	sequence	NOUN
fbem-1670	68	26	needs	need	VERB
fbem-1670	68	27	a	a	DET
fbem-1670	68	28	difference	difference	NOUN
fbem-1670	68	29	)	)	PUNCT
fbem-1670	68	30	is	be	AUX
fbem-1670	68	31	0	0	NUM
fbem-1670	68	32	,	,	PUNCT
fbem-1670	68	33	meaning	mean	VERB
fbem-1670	68	34	that	that	SCONJ
fbem-1670	68	35	the	the	DET
fbem-1670	68	36	sequence	sequence	NOUN
fbem-1670	68	37	selects	select	VERB
fbem-1670	68	38	the	the	DET
fbem-1670	68	39	arma	arma	PROPN
fbem-1670	68	40	model	model	NOUN
fbem-1670	68	41	.	.	PUNCT
fbem-1670	69	1	then	then	ADV
fbem-1670	69	2	p	p	PROPN
fbem-1670	69	3	and	and	CCONJ
fbem-1670	69	4	q	q	NOUN
fbem-1670	69	5	are	be	AUX
fbem-1670	69	6	identified	identify	VERB
fbem-1670	69	7	by	by	ADP
fbem-1670	69	8	the	the	DET
fbem-1670	69	9	autocorrelation	autocorrelation	NOUN
fbem-1670	69	10	maps	map	NOUN
fbem-1670	69	11	and	and	CCONJ
fbem-1670	69	12	the	the	DET
fbem-1670	69	13	partial	partial	ADJ
fbem-1670	69	14	autocorrelation	autocorrelation	NOUN
fbem-1670	69	15	maps	map	NOUN
fbem-1670	69	16	.	.	PUNCT
fbem-1670	70	1	95	95	NUM
fbem-1670	70	2	figure	figure	NOUN
fbem-1670	70	3	6	6	NUM
fbem-1670	70	4	.	.	PUNCT
fbem-1670	70	5	autocorrelation	autocorrelation	NOUN
fbem-1670	70	6	diagram	diagram	NOUN
fbem-1670	70	7	figure	figure	NOUN
fbem-1670	70	8	7	7	NUM
fbem-1670	70	9	.	.	PUNCT
fbem-1670	70	10	partial	partial	ADJ
fbem-1670	70	11	autocorrelation	autocorrelation	NOUN
fbem-1670	70	12	diagram	diagram	NOUN
fbem-1670	70	13	2.by	2.by	NUM
fbem-1670	70	14	observing	observe	VERB
fbem-1670	70	15	acf	acf	PROPN
fbem-1670	70	16	(	(	PUNCT
fbem-1670	70	17	autocorrelation	autocorrelation	NOUN
fbem-1670	70	18	)	)	PUNCT
fbem-1670	70	19	and	and	CCONJ
fbem-1670	70	20	pacf	pacf	NOUN
fbem-1670	70	21	(	(	PUNCT
fbem-1670	70	22	partial	partial	ADJ
fbem-1670	70	23	autocorrelation	autocorrelation	NOUN
fbem-1670	70	24	)	)	PUNCT
fbem-1670	70	25	,	,	PUNCT
fbem-1670	70	26	acf	acf	PROPN
fbem-1670	70	27	shows	show	VERB
fbem-1670	70	28	obvious	obvious	ADJ
fbem-1670	70	29	tail	tail	NOUN
fbem-1670	70	30	,	,	PUNCT
fbem-1670	70	31	see	see	VERB
fbem-1670	70	32	figure	figure	NOUN
fbem-1670	70	33	6	6	NUM
fbem-1670	70	34	.	.	PUNCT
fbem-1670	71	1	while	while	SCONJ
fbem-1670	71	2	pacf	pacf	NOUN
fbem-1670	71	3	drops	drop	VERB
fbem-1670	71	4	rapidly	rapidly	ADV
fbem-1670	71	5	at	at	ADP
fbem-1670	71	6	order	order	NOUN
fbem-1670	71	7	2	2	NUM
fbem-1670	71	8	,	,	PUNCT
fbem-1670	71	9	see	see	VERB
fbem-1670	71	10	figure	figure	NOUN
fbem-1670	71	11	7.which	7.which	PROPN
fbem-1670	71	12	means	mean	VERB
fbem-1670	71	13	tail	tail	NOUN
fbem-1670	71	14	cut	cut	NOUN
fbem-1670	71	15	at	at	ADP
fbem-1670	71	16	order	order	NOUN
fbem-1670	71	17	2	2	NUM
fbem-1670	71	18	.	.	PUNCT
fbem-1670	72	1	the	the	DET
fbem-1670	72	2	dataset	dataset	NOUN
fbem-1670	72	3	was	be	AUX
fbem-1670	72	4	then	then	ADV
fbem-1670	72	5	paired	pair	VERB
fbem-1670	72	6	and	and	CCONJ
fbem-1670	72	7	ar	ar	PROPN
fbem-1670	72	8	(	(	PUNCT
fbem-1670	72	9	2	2	NUM
fbem-1670	72	10	)	)	PUNCT
fbem-1670	72	11	model	model	NOUN
fbem-1670	72	12	was	be	AUX
fbem-1670	72	13	used	use	VERB
fbem-1670	72	14	for	for	ADP
fbem-1670	72	15	the	the	DET
fbem-1670	72	16	data	datum	NOUN
fbem-1670	72	17	set	set	VERB
fbem-1670	72	18	.	.	PUNCT
fbem-1670	73	1	3.model	3.model	NUM
fbem-1670	73	2	parameter	parameter	NOUN
fbem-1670	73	3	estimation	estimation	NOUN
fbem-1670	73	4	.	.	PUNCT
fbem-1670	74	1	the	the	DET
fbem-1670	74	2	online	online	ADJ
fbem-1670	74	3	sales	sale	NOUN
fbem-1670	74	4	data	datum	NOUN
fbem-1670	74	5	of	of	ADP
fbem-1670	74	6	physical	physical	ADJ
fbem-1670	74	7	goods	good	NOUN
fbem-1670	74	8	is	be	AUX
fbem-1670	74	9	defined	define	VERB
fbem-1670	74	10	as	as	ADP
fbem-1670	74	11	variable	variable	ADJ
fbem-1670	74	12	x	x	NOUN
fbem-1670	74	13	,	,	PUNCT
fbem-1670	74	14	and	and	CCONJ
fbem-1670	74	15	the	the	DET
fbem-1670	74	16	parameters	parameter	NOUN
fbem-1670	74	17	of	of	ADP
fbem-1670	74	18	the	the	DET
fbem-1670	74	19	obtained	obtain	VERB
fbem-1670	74	20	model	model	PROPN
fbem-1670	74	21	ar	ar	PROPN
fbem-1670	74	22	(	(	PUNCT
fbem-1670	74	23	2	2	NUM
fbem-1670	74	24	)	)	PUNCT
fbem-1670	74	25	were	be	AUX
fbem-1670	74	26	estimated	estimate	VERB
fbem-1670	74	27	using	use	VERB
fbem-1670	74	28	eviews	eviews	PROPN
fbem-1670	74	29	software	software	NOUN
fbem-1670	74	30	,	,	PUNCT
fbem-1670	74	31	resulting	result	VERB
fbem-1670	74	32	in	in	ADP
fbem-1670	74	33	figure	figure	NOUN
fbem-1670	74	34	8	8	NUM
fbem-1670	74	35	.	.	PUNCT
fbem-1670	75	1	96	96	NUM
fbem-1670	75	2	figure	figure	NOUN
fbem-1670	75	3	8	8	NUM
fbem-1670	75	4	.	.	PUNCT
fbem-1670	76	1	parameter	parameter	PROPN
fbem-1670	76	2	estimation	estimation	NOUN
fbem-1670	76	3	results	result	NOUN
fbem-1670	76	4	according	accord	VERB
fbem-1670	76	5	to	to	ADP
fbem-1670	76	6	the	the	DET
fbem-1670	76	7	picture	picture	NOUN
fbem-1670	76	8	,	,	PUNCT
fbem-1670	76	9	the	the	DET
fbem-1670	76	10	model	model	NOUN
fbem-1670	76	11	is	be	AUX
fbem-1670	76	12	expressed	express	VERB
fbem-1670	76	13	as	as	SCONJ
fbem-1670	76	14	follows	follow	VERB
fbem-1670	76	15	:	:	PUNCT
fbem-1670	77	1	xt=43742.89	xt=43742.89	PROPN
fbem-1670	77	2	+	+	NOUN
fbem-1670	77	3	0.747190xt-1	0.747190xt-1	NUM
fbem-1670	77	4	-	-	PUNCT
fbem-1670	77	5	0.096047xt-2+μt	0.096047xt-2+μt	NOUN
fbem-1670	77	6	,	,	PUNCT
fbem-1670	77	7	μt	μt	ADP
fbem-1670	77	8	~	~	SYM
fbem-1670	77	9	n(0,σ2	n(0,σ2	NOUN
fbem-1670	77	10	)	)	PUNCT
fbem-1670	77	11	(	(	PUNCT
fbem-1670	77	12	1	1	X
fbem-1670	77	13	)	)	PUNCT
fbem-1670	77	14	according	accord	VERB
fbem-1670	77	15	to	to	ADP
fbem-1670	77	16	the	the	DET
fbem-1670	77	17	test	test	NOUN
fbem-1670	77	18	of	of	ADP
fbem-1670	77	19	the	the	DET
fbem-1670	77	20	parameters	parameter	NOUN
fbem-1670	77	21	,	,	PUNCT
fbem-1670	77	22	it	it	PRON
fbem-1670	77	23	is	be	AUX
fbem-1670	77	24	found	find	VERB
fbem-1670	77	25	that	that	SCONJ
fbem-1670	77	26	the	the	DET
fbem-1670	77	27	ar	ar	PROPN
fbem-1670	77	28	(	(	PUNCT
fbem-1670	77	29	1	1	NUM
fbem-1670	77	30	)	)	PUNCT
fbem-1670	77	31	model	model	NOUN
fbem-1670	77	32	is	be	AUX
fbem-1670	77	33	more	more	ADV
fbem-1670	77	34	applicable	applicable	ADJ
fbem-1670	77	35	,	,	PUNCT
fbem-1670	77	36	so	so	CCONJ
fbem-1670	77	37	the	the	DET
fbem-1670	77	38	ar	ar	PROPN
fbem-1670	77	39	(	(	PUNCT
fbem-1670	77	40	1	1	NUM
fbem-1670	77	41	)	)	PUNCT
fbem-1670	77	42	model	model	NOUN
fbem-1670	77	43	is	be	AUX
fbem-1670	77	44	finally	finally	ADV
fbem-1670	77	45	selected	select	VERB
fbem-1670	77	46	.	.	PUNCT
fbem-1670	78	1	5.2	5.2	NUM
fbem-1670	78	2	.	.	X
fbem-1670	79	1	5.2	5.2	NUM
fbem-1670	79	2	forecast	forecast	NOUN
fbem-1670	79	3	and	and	CCONJ
fbem-1670	79	4	analysis	analysis	NOUN
fbem-1670	79	5	of	of	ADP
fbem-1670	79	6	online	online	ADJ
fbem-1670	79	7	physical	physical	ADJ
fbem-1670	79	8	goods	good	NOUN
fbem-1670	79	9	sales	sale	NOUN
fbem-1670	79	10	forecast	forecast	VERB
fbem-1670	79	11	the	the	DET
fbem-1670	79	12	sales	sale	NOUN
fbem-1670	79	13	data	datum	NOUN
fbem-1670	79	14	for	for	ADP
fbem-1670	79	15	february	february	PROPN
fbem-1670	79	16	2022	2022	NUM
fbem-1670	79	17	based	base	VERB
fbem-1670	79	18	on	on	ADP
fbem-1670	79	19	the	the	DET
fbem-1670	79	20	data	datum	NOUN
fbem-1670	79	21	from	from	ADP
fbem-1670	79	22	january	january	PROPN
fbem-1670	79	23	2020	2020	NUM
fbem-1670	79	24	-	-	PUNCT
fbem-1670	79	25	december	december	PROPN
fbem-1670	79	26	2021	2021	NUM
fbem-1670	79	27	,	,	PUNCT
fbem-1670	79	28	and	and	CCONJ
fbem-1670	79	29	finally	finally	ADV
fbem-1670	79	30	compare	compare	VERB
fbem-1670	79	31	it	it	PRON
fbem-1670	79	32	with	with	ADP
fbem-1670	79	33	the	the	DET
fbem-1670	79	34	real	real	ADJ
fbem-1670	79	35	data	datum	NOUN
fbem-1670	79	36	,	,	PUNCT
fbem-1670	79	37	to	to	PART
fbem-1670	79	38	verify	verify	VERB
fbem-1670	79	39	the	the	DET
fbem-1670	79	40	accuracy	accuracy	NOUN
fbem-1670	79	41	of	of	ADP
fbem-1670	79	42	the	the	DET
fbem-1670	79	43	forecast.the	forecast.the	DET
fbem-1670	79	44	predicted	predict	VERB
fbem-1670	79	45	results	result	NOUN
fbem-1670	79	46	are	be	AUX
fbem-1670	79	47	shown	show	VERB
fbem-1670	79	48	in	in	ADP
fbem-1670	79	49	table	table	NOUN
fbem-1670	79	50	4	4	NUM
fbem-1670	79	51	-	-	SYM
fbem-1670	79	52	1	1	NUM
fbem-1670	79	53	and	and	CCONJ
fbem-1670	79	54	figure	figure	VERB
fbem-1670	79	55	9	9	NUM
fbem-1670	79	56	.	.	PUNCT
fbem-1670	79	57	table	table	NOUN
fbem-1670	79	58	3	3	NUM
fbem-1670	79	59	.	.	PUNCT
fbem-1670	79	60	shows	show	VERB
fbem-1670	79	61	the	the	DET
fbem-1670	79	62	prediction	prediction	NOUN
fbem-1670	79	63	results	result	VERB
fbem-1670	79	64	model	model	VERB
fbem-1670	79	65	10	10	NUM
fbem-1670	79	66	11	11	NUM
fbem-1670	79	67	12	12	NUM
fbem-1670	79	68	sales	sale	NOUN
fbem-1670	79	69	volumemodel	volumemodel	NOUN
fbem-1670	79	70	_	_	NOUN
fbem-1670	79	71	1	1	NUM
fbem-1670	79	72	calculate	calculate	NOUN
fbem-1670	79	73	86299.39	86299.39	NUM
fbem-1670	79	74	98458.34	98458.34	NUM
fbem-1670	79	75	111993.24	111993.24	NUM
fbem-1670	79	76	ucl	ucl	PROPN
fbem-1670	79	77	93205.02	93205.02	NUM
fbem-1670	79	78	114169.39	114169.39	NUM
fbem-1670	79	79	138039.95	138039.95	NUM
fbem-1670	79	80	lcl	lcl	PROPN
fbem-1670	79	81	79620.65	79620.65	NUM
fbem-1670	79	82	83745.48	83745.48	NUM
fbem-1670	79	83	88294.90	88294.90	NUM
fbem-1670	79	84	figure	figure	NOUN
fbem-1670	79	85	9	9	NUM
fbem-1670	79	86	.	.	PUNCT
fbem-1670	80	1	graphthe	graphthe	DET
fbem-1670	80	2	prediction	prediction	NOUN
fbem-1670	80	3	results	result	NOUN
fbem-1670	80	4	after	after	ADP
fbem-1670	80	5	the	the	DET
fbem-1670	80	6	prediction	prediction	NOUN
fbem-1670	80	7	,	,	PUNCT
fbem-1670	80	8	the	the	DET
fbem-1670	80	9	forecast	forecast	NOUN
fbem-1670	80	10	data	datum	NOUN
fbem-1670	80	11	for	for	ADP
fbem-1670	80	12	february	february	PROPN
fbem-1670	80	13	2022	2022	NUM
fbem-1670	80	14	is	be	AUX
fbem-1670	80	15	obtained	obtain	VERB
fbem-1670	80	16	,	,	PUNCT
fbem-1670	80	17	and	and	CCONJ
fbem-1670	80	18	the	the	DET
fbem-1670	80	19	true	true	ADJ
fbem-1670	80	20	value	value	NOUN
fbem-1670	80	21	is	be	AUX
fbem-1670	80	22	87792	87792	NUM
fbem-1670	80	23	,	,	PUNCT
fbem-1670	80	24	and	and	CCONJ
fbem-1670	80	25	the	the	DET
fbem-1670	80	26	predicted	predict	VERB
fbem-1670	80	27	value	value	NOUN
fbem-1670	80	28	is	be	AUX
fbem-1670	80	29	86299.39	86299.39	NUM
fbem-1670	80	30	.	.	PUNCT
fbem-1670	81	1	thus	thus	ADV
fbem-1670	81	2	,	,	PUNCT
fbem-1670	81	3	the	the	DET
fbem-1670	81	4	deviation	deviation	NOUN
fbem-1670	81	5	between	between	ADP
fbem-1670	81	6	the	the	DET
fbem-1670	81	7	forecast	forecast	NOUN
fbem-1670	81	8	data	datum	NOUN
fbem-1670	81	9	and	and	CCONJ
fbem-1670	81	10	real	real	ADJ
fbem-1670	81	11	data	datum	NOUN
fbem-1670	81	12	is	be	AUX
fbem-1670	81	13	very	very	ADV
fbem-1670	81	14	small	small	ADJ
fbem-1670	81	15	,	,	PUNCT
fbem-1670	81	16	so	so	CCONJ
fbem-1670	81	17	the	the	DET
fbem-1670	81	18	electricity	electricity	NOUN
fbem-1670	81	19	enterprise	enterprise	NOUN
fbem-1670	81	20	can	can	AUX
fbem-1670	81	21	adopt	adopt	VERB
fbem-1670	81	22	the	the	DET
fbem-1670	81	23	method	method	NOUN
fbem-1670	81	24	of	of	ADP
fbem-1670	81	25	prediction	prediction	NOUN
fbem-1670	81	26	for	for	ADP
fbem-1670	81	27	the	the	DET
fbem-1670	81	28	company	company	NOUN
fbem-1670	81	29	subsequent	subsequent	ADJ
fbem-1670	81	30	management	management	NOUN
fbem-1670	81	31	and	and	CCONJ
fbem-1670	81	32	business	business	NOUN
fbem-1670	81	33	decisions	decision	NOUN
fbem-1670	81	34	,	,	PUNCT
fbem-1670	81	35	develop	develop	VERB
fbem-1670	81	36	network	network	NOUN
fbem-1670	81	37	marketing	marketing	NOUN
fbem-1670	81	38	strategy	strategy	NOUN
fbem-1670	81	39	,	,	PUNCT
fbem-1670	81	40	to	to	PART
fbem-1670	81	41	help	help	VERB
fbem-1670	81	42	electric	electric	ADJ
fbem-1670	81	43	business	business	NOUN
fbem-1670	81	44	enterprises	enterprise	NOUN
fbem-1670	81	45	to	to	PART
fbem-1670	81	46	achieve	achieve	VERB
fbem-1670	81	47	accurate	accurate	ADJ
fbem-1670	81	48	production	production	NOUN
fbem-1670	81	49	,	,	PUNCT
fbem-1670	81	50	reduce	reduce	VERB
fbem-1670	81	51	the	the	DET
fbem-1670	81	52	inventory	inventory	NOUN
fbem-1670	81	53	cost	cost	NOUN
fbem-1670	81	54	caused	cause	VERB
fbem-1670	81	55	by	by	ADP
fbem-1670	81	56	product	product	NOUN
fbem-1670	81	57	backlog	backlog	NOUN
fbem-1670	81	58	and	and	CCONJ
fbem-1670	81	59	other	other	ADJ
fbem-1670	81	60	costs	cost	NOUN
fbem-1670	81	61	,	,	PUNCT
fbem-1670	81	62	and	and	CCONJ
fbem-1670	81	63	obtain	obtain	VERB
fbem-1670	81	64	greater	great	ADJ
fbem-1670	81	65	profit	profit	NOUN
fbem-1670	81	66	space	space	NOUN
fbem-1670	81	67	.	.	PUNCT
fbem-1670	82	1	6	6	X
fbem-1670	82	2	.	.	X
fbem-1670	82	3	summary	summary	NOUN
fbem-1670	82	4	by	by	ADP
fbem-1670	82	5	analyzing	analyze	VERB
fbem-1670	82	6	and	and	CCONJ
fbem-1670	82	7	combining	combine	VERB
fbem-1670	82	8	the	the	DET
fbem-1670	82	9	prediction	prediction	NOUN
fbem-1670	82	10	model	model	NOUN
fbem-1670	82	11	of	of	ADP
fbem-1670	82	12	online	online	ADJ
fbem-1670	82	13	physical	physical	ADJ
fbem-1670	82	14	commodity	commodity	NOUN
fbem-1670	82	15	sales	sale	NOUN
fbem-1670	82	16	,	,	PUNCT
fbem-1670	82	17	this	this	DET
fbem-1670	82	18	paper	paper	NOUN
fbem-1670	82	19	obtains	obtain	VERB
fbem-1670	82	20	the	the	DET
fbem-1670	82	21	97	97	NUM
fbem-1670	82	22	following	follow	VERB
fbem-1670	82	23	conclusions	conclusion	NOUN
fbem-1670	82	24	,	,	PUNCT
fbem-1670	82	25	hoping	hope	VERB
fbem-1670	82	26	to	to	PART
fbem-1670	82	27	provide	provide	VERB
fbem-1670	82	28	technical	technical	ADJ
fbem-1670	82	29	support	support	NOUN
fbem-1670	82	30	for	for	ADP
fbem-1670	82	31	e	e	NOUN
fbem-1670	82	32	-	-	NOUN
fbem-1670	82	33	commerce	commerce	NOUN
fbem-1670	82	34	enterprises	enterprise	NOUN
fbem-1670	82	35	to	to	PART
fbem-1670	82	36	develop	develop	VERB
fbem-1670	82	37	marketing	marketing	NOUN
fbem-1670	82	38	strategies	strategy	NOUN
fbem-1670	82	39	.	.	PUNCT
fbem-1670	83	1	the	the	DET
fbem-1670	83	2	deviation	deviation	NOUN
fbem-1670	83	3	between	between	ADP
fbem-1670	83	4	forecast	forecast	NOUN
fbem-1670	83	5	data	datum	NOUN
fbem-1670	83	6	and	and	CCONJ
fbem-1670	83	7	real	real	ADJ
fbem-1670	83	8	data	datum	NOUN
fbem-1670	83	9	is	be	AUX
fbem-1670	83	10	very	very	ADV
fbem-1670	83	11	small	small	ADJ
fbem-1670	83	12	,	,	PUNCT
fbem-1670	83	13	so	so	CCONJ
fbem-1670	83	14	the	the	DET
fbem-1670	83	15	electricity	electricity	NOUN
fbem-1670	83	16	enterprise	enterprise	NOUN
fbem-1670	83	17	can	can	AUX
fbem-1670	83	18	adopt	adopt	VERB
fbem-1670	83	19	the	the	DET
fbem-1670	83	20	method	method	NOUN
fbem-1670	83	21	of	of	ADP
fbem-1670	83	22	prediction	prediction	NOUN
fbem-1670	83	23	for	for	ADP
fbem-1670	83	24	the	the	DET
fbem-1670	83	25	subsequent	subsequent	ADJ
fbem-1670	83	26	management	management	NOUN
fbem-1670	83	27	and	and	CCONJ
fbem-1670	83	28	business	business	NOUN
fbem-1670	83	29	decisions	decision	NOUN
fbem-1670	83	30	,	,	PUNCT
fbem-1670	83	31	develop	develop	VERB
fbem-1670	83	32	network	network	NOUN
fbem-1670	83	33	marketing	marketing	NOUN
fbem-1670	83	34	strategy	strategy	NOUN
fbem-1670	83	35	,	,	PUNCT
fbem-1670	83	36	to	to	PART
fbem-1670	83	37	help	help	VERB
fbem-1670	83	38	electric	electric	ADJ
fbem-1670	83	39	business	business	NOUN
fbem-1670	83	40	enterprises	enterprise	NOUN
fbem-1670	83	41	to	to	PART
fbem-1670	83	42	achieve	achieve	VERB
fbem-1670	83	43	accurate	accurate	ADJ
fbem-1670	83	44	production	production	NOUN
fbem-1670	83	45	,	,	PUNCT
fbem-1670	83	46	reduce	reduce	VERB
fbem-1670	83	47	the	the	DET
fbem-1670	83	48	product	product	NOUN
fbem-1670	83	49	backlog	backlog	NOUN
fbem-1670	83	50	of	of	ADP
fbem-1670	83	51	inventory	inventory	NOUN
fbem-1670	83	52	cost	cost	NOUN
fbem-1670	83	53	and	and	CCONJ
fbem-1670	83	54	other	other	ADJ
fbem-1670	83	55	costs	cost	NOUN
fbem-1670	83	56	,	,	PUNCT
fbem-1670	83	57	and	and	CCONJ
fbem-1670	83	58	obtain	obtain	VERB
fbem-1670	83	59	greater	great	ADJ
fbem-1670	83	60	profit	profit	NOUN
fbem-1670	83	61	space	space	NOUN
fbem-1670	83	62	.	.	PUNCT
fbem-1670	84	1	therefore	therefore	ADV
fbem-1670	84	2	,	,	PUNCT
fbem-1670	84	3	e	e	NOUN
fbem-1670	84	4	-	-	NOUN
fbem-1670	84	5	commerce	commerce	NOUN
fbem-1670	84	6	enterprises	enterprise	NOUN
fbem-1670	84	7	can	can	AUX
fbem-1670	84	8	adopt	adopt	VERB
fbem-1670	84	9	appropriate	appropriate	ADJ
fbem-1670	84	10	prediction	prediction	NOUN
fbem-1670	84	11	methods	method	NOUN
fbem-1670	84	12	to	to	PART
fbem-1670	84	13	develop	develop	VERB
fbem-1670	84	14	more	more	ADV
fbem-1670	84	15	accurate	accurate	ADJ
fbem-1670	84	16	marketing	marketing	NOUN
fbem-1670	84	17	strategies	strategy	NOUN
fbem-1670	84	18	when	when	SCONJ
fbem-1670	84	19	their	their	PRON
fbem-1670	84	20	own	own	ADJ
fbem-1670	84	21	capabilities	capability	NOUN
fbem-1670	84	22	allow	allow	VERB
fbem-1670	84	23	.	.	PUNCT
fbem-1670	85	1	in	in	ADP
fbem-1670	85	2	the	the	DET
fbem-1670	85	3	research	research	NOUN
fbem-1670	85	4	process	process	NOUN
fbem-1670	85	5	of	of	ADP
fbem-1670	85	6	this	this	DET
fbem-1670	85	7	paper	paper	NOUN
fbem-1670	85	8	,	,	PUNCT
fbem-1670	85	9	due	due	ADP
fbem-1670	85	10	to	to	ADP
fbem-1670	85	11	the	the	DET
fbem-1670	85	12	limitation	limitation	NOUN
fbem-1670	85	13	of	of	ADP
fbem-1670	85	14	data	datum	NOUN
fbem-1670	85	15	access	access	NOUN
fbem-1670	85	16	channels	channel	NOUN
fbem-1670	85	17	and	and	CCONJ
fbem-1670	85	18	its	its	PRON
fbem-1670	85	19	own	own	ADJ
fbem-1670	85	20	limited	limited	ADJ
fbem-1670	85	21	research	research	NOUN
fbem-1670	85	22	ability	ability	NOUN
fbem-1670	85	23	,	,	PUNCT
fbem-1670	85	24	the	the	DET
fbem-1670	85	25	research	research	NOUN
fbem-1670	85	26	content	content	NOUN
fbem-1670	85	27	of	of	ADP
fbem-1670	85	28	this	this	DET
fbem-1670	85	29	paper	paper	NOUN
fbem-1670	85	30	is	be	AUX
fbem-1670	85	31	not	not	PART
fbem-1670	85	32	very	very	ADV
fbem-1670	85	33	perfect	perfect	ADJ
fbem-1670	85	34	,	,	PUNCT
fbem-1670	85	35	and	and	CCONJ
fbem-1670	85	36	the	the	DET
fbem-1670	85	37	selection	selection	NOUN
fbem-1670	85	38	of	of	ADP
fbem-1670	85	39	specific	specific	ADJ
fbem-1670	85	40	platforms	platform	NOUN
fbem-1670	85	41	and	and	CCONJ
fbem-1670	85	42	categories	category	NOUN
fbem-1670	85	43	for	for	ADP
fbem-1670	85	44	modeling	modeling	NOUN
fbem-1670	85	45	and	and	CCONJ
fbem-1670	85	46	prediction	prediction	NOUN
fbem-1670	85	47	will	will	AUX
fbem-1670	85	48	get	get	VERB
fbem-1670	85	49	better	well	ADJ
fbem-1670	85	50	results	result	NOUN
fbem-1670	85	51	.	.	PUNCT
fbem-1670	86	1	after	after	ADP
fbem-1670	86	2	that	that	PRON
fbem-1670	86	3	,	,	PUNCT
fbem-1670	86	4	the	the	DET
fbem-1670	86	5	research	research	NOUN
fbem-1670	86	6	and	and	CCONJ
fbem-1670	86	7	analysis	analysis	NOUN
fbem-1670	86	8	of	of	ADP
fbem-1670	86	9	the	the	DET
fbem-1670	86	10	online	online	ADJ
fbem-1670	86	11	physical	physical	ADJ
fbem-1670	86	12	commodity	commodity	NOUN
fbem-1670	86	13	sales	sale	NOUN
fbem-1670	86	14	data	datum	NOUN
fbem-1670	86	15	can	can	AUX
fbem-1670	86	16	increase	increase	VERB
fbem-1670	86	17	the	the	DET
fbem-1670	86	18	analysis	analysis	NOUN
fbem-1670	86	19	of	of	ADP
fbem-1670	86	20	the	the	DET
fbem-1670	86	21	platform	platform	NOUN
fbem-1670	86	22	and	and	CCONJ
fbem-1670	86	23	category	category	NOUN
fbem-1670	86	24	dimensions	dimension	NOUN
fbem-1670	86	25	,	,	PUNCT
fbem-1670	86	26	such	such	ADJ
fbem-1670	86	27	as	as	ADP
fbem-1670	86	28	studying	study	VERB
fbem-1670	86	29	the	the	DET
fbem-1670	86	30	influencing	influence	VERB
fbem-1670	86	31	factors	factor	NOUN
fbem-1670	86	32	of	of	ADP
fbem-1670	86	33	jd	jd	PROPN
fbem-1670	86	34	's	's	PART
fbem-1670	86	35	xiaomi	xiaomi	PROPN
fbem-1670	86	36	mobile	mobile	ADJ
fbem-1670	86	37	phone	phone	NOUN
fbem-1670	86	38	demand	demand	NOUN
fbem-1670	86	39	,	,	PUNCT
fbem-1670	86	40	so	so	SCONJ
fbem-1670	86	41	as	as	SCONJ
fbem-1670	86	42	to	to	PART
fbem-1670	86	43	make	make	VERB
fbem-1670	86	44	the	the	DET
fbem-1670	86	45	problem	problem	NOUN
fbem-1670	86	46	research	research	VERB
fbem-1670	86	47	more	more	ADV
fbem-1670	86	48	specific	specific	ADJ
fbem-1670	86	49	and	and	CCONJ
fbem-1670	86	50	accurate	accurate	ADJ
fbem-1670	86	51	.	.	PUNCT
fbem-1670	87	1	acknowledgment	acknowledgment	NOUN
fbem-1670	87	2	graduate	graduate	NOUN
fbem-1670	87	3	education	education	NOUN
fbem-1670	87	4	reform	reform	NOUN
fbem-1670	87	5	and	and	CCONJ
fbem-1670	87	6	technological	technological	ADJ
fbem-1670	87	7	innovation	innovation	NOUN
fbem-1670	87	8	and	and	CCONJ
fbem-1670	87	9	entrepreneurship	entrepreneurship	NOUN
fbem-1670	87	10	project	project	NOUN
fbem-1670	87	11	of	of	ADP
fbem-1670	87	12	university	university	NOUN
fbem-1670	87	13	of	of	ADP
fbem-1670	87	14	science	science	NOUN
fbem-1670	87	15	and	and	CCONJ
fbem-1670	87	16	technology	technology	NOUN
fbem-1670	87	17	liaoning	liaoning	NOUN
fbem-1670	87	18	references	reference	NOUN
fbem-1670	87	19	[	[	X
fbem-1670	87	20	1	1	NUM
fbem-1670	87	21	]	]	PUNCT
fbem-1670	87	22	china	china	PROPN
fbem-1670	87	23	internet	internet	PROPN
fbem-1670	87	24	information	information	NOUN
fbem-1670	87	25	center	center	NOUN
fbem-1670	87	26	.	.	PUNCT
fbem-1670	88	1	the	the	DET
fbem-1670	88	2	49th	49th	ADJ
fbem-1670	88	3	statistical	statistical	ADJ
fbem-1670	88	4	report	report	NOUN
fbem-1670	88	5	on	on	ADP
fbem-1670	88	6	internet	internet	NOUN
fbem-1670	88	7	development	development	NOUN
fbem-1670	88	8	in	in	ADP
fbem-1670	88	9	china	china	PROPN
fbem-1670	89	1	[	[	X
fbem-1670	89	2	r	r	X
fbem-1670	89	3	]	]	PUNCT
fbem-1670	89	4	.	.	PUNCT
fbem-1670	90	1	beijing	beijing	PROPN
fbem-1670	90	2	:	:	PUNCT
fbem-1670	91	1	china	china	PROPN
fbem-1670	91	2	the	the	DET
fbem-1670	91	3	internet	internet	NOUN
fbem-1670	91	4	information	information	NOUN
fbem-1670	91	5	center	center	NOUN
fbem-1670	91	6	,	,	PUNCT
fbem-1670	91	7	2022	2022	NUM
fbem-1670	91	8	.	.	PUNCT
fbem-1670	92	1	[	[	X
fbem-1670	92	2	2	2	NUM
fbem-1670	92	3	]	]	X
fbem-1670	92	4	dong	dong	PROPN
fbem-1670	92	5	yan	yan	PROPN
fbem-1670	92	6	,	,	PUNCT
fbem-1670	92	7	time	time	NOUN
fbem-1670	92	8	,	,	PUNCT
fbem-1670	92	9	when	when	SCONJ
fbem-1670	92	10	the	the	DET
fbem-1670	92	11	sweet	sweet	ADJ
fbem-1670	92	12	rain	rain	NOUN
fbem-1670	92	13	.	.	PUNCT
fbem-1670	93	1	the	the	DET
fbem-1670	93	2	influence	influence	NOUN
fbem-1670	93	3	of	of	ADP
fbem-1670	93	4	online	online	ADJ
fbem-1670	93	5	marketing	marketing	NOUN
fbem-1670	93	6	on	on	ADP
fbem-1670	93	7	online	online	ADJ
fbem-1670	93	8	consumer	consumer	NOUN
fbem-1670	93	9	purchase	purchase	NOUN
fbem-1670	93	10	behavior	behavior	NOUN
fbem-1670	94	1	[	[	X
fbem-1670	94	2	j	j	X
fbem-1670	94	3	]	]	X
fbem-1670	94	4	.	.	PUNCT
fbem-1670	95	1	economic	economic	ADJ
fbem-1670	95	2	problem	problem	NOUN
fbem-1670	95	3	exploration	exploration	NOUN
fbem-1670	95	4	cable	cable	NOUN
fbem-1670	95	5	,	,	PUNCT
fbem-1670	95	6	2020	2020	NUM
fbem-1670	95	7	(	(	PUNCT
fbem-1670	95	8	10	10	NUM
fbem-1670	95	9	):	):	PUNCT
fbem-1670	95	10	45	45	NUM
fbem-1670	95	11	-	-	SYM
fbem-1670	95	12	55	55	NUM
fbem-1670	95	13	.	.	PUNCT
fbem-1670	96	1	[	[	X
fbem-1670	96	2	3	3	X
fbem-1670	96	3	]	]	PUNCT
fbem-1670	96	4	zuo	zuo	NOUN
fbem-1670	96	5	civilization	civilization	NOUN
fbem-1670	96	6	,	,	PUNCT
fbem-1670	96	7	chen	chen	PROPN
fbem-1670	96	8	shaojie	shaojie	PROPN
fbem-1670	96	9	,	,	PUNCT
fbem-1670	96	10	wang	wang	PROPN
fbem-1670	96	11	xu	xu	PROPN
fbem-1670	96	12	,	,	PUNCT
fbem-1670	96	13	chen	chen	PROPN
fbem-1670	96	14	huaqiong	huaqiong	PROPN
fbem-1670	96	15	.	.	PUNCT
fbem-1670	97	1	a	a	DET
fbem-1670	97	2	multi	multi	ADJ
fbem-1670	97	3	-	-	ADJ
fbem-1670	97	4	attribute	attribute	ADJ
fbem-1670	97	5	behavior	behavior	NOUN
fbem-1670	97	6	decision	decision	NOUN
fbem-1670	97	7	model	model	NOUN
fbem-1670	97	8	of	of	ADP
fbem-1670	97	9	network	network	NOUN
fbem-1670	97	10	consumers	consumer	NOUN
fbem-1670	97	11	based	base	VERB
fbem-1670	97	12	on	on	ADP
fbem-1670	97	13	foreground	foreground	PROPN
fbem-1670	97	14	theory[j	theory[j	PROPN
fbem-1670	97	15	]	]	PUNCT
fbem-1670	97	16	.	.	PUNCT
fbem-1670	98	1	journal	journal	PROPN
fbem-1670	98	2	of	of	ADP
fbem-1670	98	3	management	management	NOUN
fbem-1670	98	4	engineering	engineering	NOUN
fbem-1670	98	5	,	,	PUNCT
fbem-1670	98	6	2019,33	2019,33	PROPN
fbem-1670	98	7	(	(	PUNCT
fbem-1670	98	8	03	03	NUM
fbem-1670	98	9	):	):	PUNCT
fbem-1670	98	10	125	125	NUM
fbem-1670	98	11	-	-	SYM
fbem-1670	98	12	135	135	NUM
fbem-1670	98	13	.	.	PUNCT
fbem-1670	99	1	[	[	X
fbem-1670	99	2	4	4	NUM
fbem-1670	99	3	]	]	X
fbem-1670	99	4	kansra	kansra	NOUN
fbem-1670	99	5	pt	pt	PROPN
fbem-1670	99	6	,	,	PUNCT
fbem-1670	99	7	oberoi	oberoi	NOUN
fbem-1670	99	8	s	s	PART
fbem-1670	99	9	.determinants	.determinant	NOUN
fbem-1670	99	10	of	of	ADP
fbem-1670	99	11	online	online	ADJ
fbem-1670	99	12	purchase	purchase	NOUN
fbem-1670	99	13	intention	intention	NOUN
fbem-1670	99	14	among	among	ADP
fbem-1670	99	15	young	young	ADJ
fbem-1670	99	16	consumers	consumer	NOUN
fbem-1670	99	17	in	in	ADP
fbem-1670	99	18	punjab	punjab	ADJ
fbem-1670	99	19	:	:	PUNCT
fbem-1670	99	20	a	a	DET
fbem-1670	99	21	cross	cross	ADJ
fbem-1670	99	22	-	-	ADJ
fbem-1670	99	23	sectional	sectional	ADJ
fbem-1670	99	24	study[j].international	study[j].international	NOUN
fbem-1670	99	25	journal	journal	NOUN
fbem-1670	99	26	of	of	ADP
fbem-1670	99	27	social	social	ADJ
fbem-1670	99	28	ecology	ecology	NOUN
fbem-1670	99	29	and	and	CCONJ
fbem-1670	99	30	sustainable	sustainable	ADJ
fbem-1670	99	31	development	development	NOUN
fbem-1670	99	32	(	(	PUNCT
fbem-1670	99	33	ijsesd	ijsesd	PROPN
fbem-1670	99	34	)	)	PUNCT
fbem-1670	99	35	,	,	PUNCT
fbem-1670	99	36	2022	2022	NUM
fbem-1670	99	37	,	,	PUNCT
fbem-1670	99	38	13	13	NUM
fbem-1670	99	39	.	.	PUNCT
fbem-1670	100	1	[	[	X
fbem-1670	100	2	5	5	NUM
fbem-1670	100	3	]	]	PUNCT
fbem-1670	100	4	zhang	zhang	PROPN
fbem-1670	100	5	jingxuan	jingxuan	PROPN
fbem-1670	100	6	,	,	PUNCT
fbem-1670	100	7	zhang	zhang	PROPN
fbem-1670	100	8	weiwei	weiwei	PROPN
fbem-1670	100	9	.	.	PUNCT
fbem-1670	100	10	prediction	prediction	NOUN
fbem-1670	100	11	of	of	ADP
fbem-1670	100	12	e	e	NOUN
fbem-1670	100	13	-	-	NOUN
fbem-1670	100	14	purchase	purchase	NOUN
fbem-1670	100	15	behavior	behavior	NOUN
fbem-1670	100	16	based	base	VERB
fbem-1670	100	17	on	on	ADP
fbem-1670	100	18	neural	neural	ADJ
fbem-1670	100	19	network	network	NOUN
fbem-1670	100	20	[	[	X
fbem-1670	100	21	j	j	X
fbem-1670	100	22	]	]	X
fbem-1670	100	23	.	.	PUNCT
fbem-1670	101	1	applied	apply	VERB
fbem-1670	101	2	mathematics	mathematic	NOUN
fbem-1670	101	3	into	into	ADP
fbem-1670	101	4	exhibition	exhibition	NOUN
fbem-1670	101	5	,	,	PUNCT
fbem-1670	101	6	2021,10	2021,10	NUM
fbem-1670	101	7	(	(	PUNCT
fbem-1670	101	8	10	10	NUM
fbem-1670	101	9	):	):	PUNCT
fbem-1670	101	10	7	7	NUM
fbem-1670	101	11	.	.	PUNCT
fbem-1670	102	1	[	[	X
fbem-1670	102	2	6	6	NUM
fbem-1670	102	3	]	]	SYM
fbem-1670	102	4	li	li	PROPN
fbem-1670	102	5	weiqing	weiqing	PROPN
fbem-1670	102	6	,	,	PUNCT
fbem-1670	102	7	chi	chi	PROPN
fbem-1670	102	8	maomao	maomao	PROPN
fbem-1670	102	9	,	,	PUNCT
fbem-1670	102	10	wang	wang	PROPN
fbem-1670	102	11	weijun	weijun	PROPN
fbem-1670	102	12	.	.	PUNCT
fbem-1670	103	1	online	online	ADJ
fbem-1670	103	2	consumer	consumer	NOUN
fbem-1670	103	3	preference	preference	NOUN
fbem-1670	103	4	prediction	prediction	NOUN
fbem-1670	103	5	study	study	NOUN
fbem-1670	103	6	based	base	VERB
fbem-1670	103	7	on	on	ADP
fbem-1670	103	8	perceived	perceive	VERB
fbem-1670	103	9	value	value	NOUN
fbem-1670	103	10	[	[	X
fbem-1670	103	11	j].management	j].management	ADJ
fbem-1670	103	12	newspaper	newspaper	NOUN
fbem-1670	103	13	,	,	PUNCT
fbem-1670	103	14	2021,18	2021,18	PROPN
fbem-1670	103	15	(	(	PUNCT
fbem-1670	103	16	06	06	NUM
fbem-1670	103	17	):	):	PUNCT
fbem-1670	103	18	912	912	NUM
fbem-1670	103	19	-	-	SYM
fbem-1670	103	20	918	918	NUM
fbem-1670	103	21	.	.	PUNCT
fbem-1670	104	1	[	[	X
fbem-1670	104	2	7	7	NUM
fbem-1670	104	3	]	]	X
fbem-1670	104	4	dong	dong	PROPN
fbem-1670	104	5	j	j	PROPN
fbem-1670	104	6	,	,	PUNCT
fbem-1670	104	7	huang	huang	PROPN
fbem-1670	104	8	t	t	PROPN
fbem-1670	104	9	,	,	PUNCT
fbem-1670	104	10	min	min	PROPN
fbem-1670	104	11	l	l	PROPN
fbem-1670	104	12	,	,	PUNCT
fbem-1670	104	13	et	et	NOUN
fbem-1670	104	14	al.prediction	al.prediction	NOUN
fbem-1670	104	15	of	of	ADP
fbem-1670	104	16	online	online	ADJ
fbem-1670	104	17	consumers'repeat	consumers'repeat	NOUN
fbem-1670	104	18	purchase	purchase	NOUN
fbem-1670	104	19	behavior	behavior	NOUN
fbem-1670	104	20	via	via	ADP
fbem-1670	104	21	bert	bert	PROPN
fbem-1670	104	22	-	-	PUNCT
fbem-1670	104	23	mlp	mlp	PROPN
fbem-1670	104	24	model[j	model[j	PROPN
fbem-1670	104	25	]	]	X
fbem-1670	104	26	.	.	PUNCT
fbem-1670	105	1	electronic	electronic	ADJ
fbem-1670	105	2	research	research	NOUN
fbem-1670	105	3	and	and	CCONJ
fbem-1670	105	4	application	application	NOUN
fbem-1670	105	5	,	,	PUNCT
fbem-1670	105	6	2022	2022	NUM
fbem-1670	105	7	(	(	PUNCT
fbem-1670	105	8	006003	006003	NUM
fbem-1670	105	9	)	)	PUNCT
fbem-1670	105	10	.	.	PUNCT
fbem-1670	106	1	[	[	X
fbem-1670	106	2	8	8	NUM
fbem-1670	106	3	]	]	X
fbem-1670	106	4	rajendrakumar	rajendrakumar	PROPN
fbem-1670	106	5	r	r	PROPN
fbem-1670	106	6	.the	.the	PRON
fbem-1670	106	7	prediction	prediction	NOUN
fbem-1670	106	8	of	of	ADP
fbem-1670	106	9	online	online	ADJ
fbem-1670	106	10	shopping	shopping	NOUN
fbem-1670	106	11	consumers	consumer	NOUN
fbem-1670	106	12	'	'	PART
fbem-1670	106	13	attitude	attitude	NOUN
fbem-1670	106	14	based	base	VERB
fbem-1670	106	15	on	on	ADP
fbem-1670	106	16	certain	certain	ADJ
fbem-1670	106	17	statements	statement	NOUN
fbem-1670	106	18	of	of	ADP
fbem-1670	106	19	consumer	consumer	NOUN
fbem-1670	106	20	and	and	CCONJ
fbem-1670	106	21	marketing	marketing	NOUN
fbem-1670	106	22	factors	factor	NOUN
fbem-1670	106	23	with	with	ADP
fbem-1670	106	24	reference	reference	NOUN
fbem-1670	106	25	to	to	PART
fbem-1670	106	26	post	post	VERB
fbem-1670	106	27	graduate	graduate	ADJ
fbem-1670	106	28	students	student	NOUN
fbem-1670	106	29	in	in	ADP
fbem-1670	106	30	coimbatore	coimbatore	PROPN
fbem-1670	106	31	city[j].international	city[j].international	PROPN
fbem-1670	106	32	journal	journal	NOUN
fbem-1670	106	33	of	of	ADP
fbem-1670	106	34	business	business	NOUN
fbem-1670	106	35	information	information	NOUN
fbem-1670	106	36	systems	system	NOUN
fbem-1670	106	37	,	,	PUNCT
fbem-1670	106	38	2022	2022	NUM
fbem-1670	106	39	,	,	PUNCT
fbem-1670	106	40	39	39	NUM
fbem-1670	106	41	.	.	PUNCT
fbem-1670	107	1	[	[	X
fbem-1670	107	2	9	9	NUM
fbem-1670	107	3	]	]	X
fbem-1670	107	4	wang	wang	PROPN
fbem-1670	107	5	xue	xue	PROPN
fbem-1670	107	6	.	.	PUNCT
fbem-1670	108	1	high	high	ADJ
fbem-1670	108	2	-	-	PUNCT
fbem-1670	108	3	level	level	NOUN
fbem-1670	108	4	subject	subject	NOUN
fbem-1670	108	5	prediction	prediction	NOUN
fbem-1670	108	6	studies	study	NOUN
fbem-1670	108	7	based	base	VERB
fbem-1670	108	8	on	on	ADP
fbem-1670	108	9	time	time	NOUN
fbem-1670	108	10	-	-	PUNCT
fbem-1670	108	11	series	series	NOUN
fbem-1670	108	12	models	model	NOUN
fbem-1670	108	13	[	[	X
fbem-1670	108	14	j	j	X
fbem-1670	108	15	]	]	X
fbem-1670	108	16	.	.	PUNCT
fbem-1670	109	1	intelligence	intelligence	NOUN
fbem-1670	109	2	journal	journal	PROPN
fbem-1670	109	3	,	,	PUNCT
fbem-1670	109	4	2019,38	2019,38	NUM
fbem-1670	109	5	(	(	PUNCT
fbem-1670	109	6	6	6	NUM
fbem-1670	109	7	)	)	PUNCT
fbem-1670	109	8	.	.	PUNCT
fbem-1670	110	1	[	[	X
fbem-1670	110	2	10	10	NUM
fbem-1670	110	3	]	]	X
fbem-1670	110	4	yan	yan	PROPN
fbem-1670	110	5	jinghua	jinghua	PROPN
fbem-1670	110	6	,	,	PUNCT
fbem-1670	110	7	hou	hou	PROPN
fbem-1670	110	8	miao	miao	PROPN
fbem-1670	110	9	miao	miao	PROPN
fbem-1670	110	10	.	.	PROPN
fbem-1670	110	11	time	time	PROPN
fbem-1670	110	12	series	series	PROPN
fbem-1670	110	13	prediction	prediction	NOUN
fbem-1670	110	14	of	of	ADP
fbem-1670	110	15	theft	theft	NOUN
fbem-1670	110	16	crime	crime	NOUN
fbem-1670	110	17	based	base	VERB
fbem-1670	110	18	on	on	ADP
fbem-1670	110	19	lstm	lstm	PROPN
fbem-1670	110	20	network	network	NOUN
fbem-1670	110	21	[	[	X
fbem-1670	110	22	j	j	X
fbem-1670	110	23	]	]	X
fbem-1670	110	24	.	.	PUNCT
fbem-1670	111	1	data	datum	NOUN
fbem-1670	111	2	points	point	VERB
fbem-1670	111	3	analysis	analysis	NOUN
fbem-1670	111	4	and	and	CCONJ
fbem-1670	111	5	knowledge	knowledge	NOUN
fbem-1670	111	6	discovery	discovery	NOUN
fbem-1670	111	7	,	,	PUNCT
fbem-1670	111	8	2020,4	2020,4	NUM
fbem-1670	111	9	(	(	PUNCT
fbem-1670	111	10	11	11	NUM
fbem-1670	111	11	):	):	PUNCT
fbem-1670	111	12	84	84	NUM
fbem-1670	111	13	-	-	SYM
fbem-1670	111	14	91	91	NUM
fbem-1670	111	15	.	.	PUNCT
fbem-1670	112	1	[	[	X
fbem-1670	112	2	11	11	NUM
fbem-1670	112	3	]	]	X
fbem-1670	112	4	zhigang	zhigang	PROPN
fbem-1670	112	5	wang	wang	PROPN
fbem-1670	112	6	.	.	PUNCT
fbem-1670	113	1	research	research	NOUN
fbem-1670	113	2	on	on	ADP
fbem-1670	113	3	deep	deep	ADJ
fbem-1670	113	4	prediction	prediction	NOUN
fbem-1670	113	5	prediction	prediction	NOUN
fbem-1670	113	6	prediction	prediction	NOUN
fbem-1670	113	7	based	base	VERB
fbem-1670	113	8	on	on	ADP
fbem-1670	113	9	chain	chain	NOUN
fbem-1670	113	10	chains	chain	NOUN
fbem-1670	114	1	[	[	X
fbem-1670	114	2	j	j	X
fbem-1670	114	3	]	]	X
fbem-1670	114	4	.	.	PUNCT
fbem-1670	115	1	modern	modern	ADJ
fbem-1670	115	2	computer	computer	NOUN
fbem-1670	115	3	,	,	PUNCT
fbem-1670	115	4	2020	2020	NUM
fbem-1670	115	5	(	(	PUNCT
fbem-1670	115	6	34	34	NUM
fbem-1670	115	7	)	)	PUNCT
fbem-1670	115	8	.	.	PUNCT
fbem-1670	116	1	[	[	X
fbem-1670	116	2	12	12	NUM
fbem-1670	116	3	]	]	X
fbem-1670	116	4	ke	ke	NOUN
fbem-1670	116	5	miao	miao	PROPN
fbem-1670	116	6	,	,	PUNCT
fbem-1670	116	7	huang	huang	PROPN
fbem-1670	116	8	huaguo	huaguo	PROPN
fbem-1670	116	9	,	,	PUNCT
fbem-1670	116	10	et	et	PROPN
fbem-1670	116	11	al	al	PROPN
fbem-1670	116	12	.	.	PROPN
fbem-1670	116	13	based	base	VERB
fbem-1670	116	14	on	on	ADP
fbem-1670	116	15	lstm	lstm	PROPN
fbem-1670	116	16	neural	neural	ADJ
fbem-1670	116	17	network	network	NOUN
fbem-1670	116	18	[	[	X
fbem-1670	116	19	j	j	X
fbem-1670	116	20	]	]	X
fbem-1670	116	21	.	.	PUNCT
fbem-1670	117	1	fujian	fujian	PROPN
fbem-1670	117	2	normal	normal	ADJ
fbem-1670	117	3	university	university	PROPN
fbem-1670	117	4	journal	journal	NOUN
fbem-1670	117	5	of	of	ADP
fbem-1670	117	6	fuqing	fuqing	NOUN
fbem-1670	117	7	branch	branch	NOUN
fbem-1670	117	8	school	school	NOUN
fbem-1670	117	9	,	,	PUNCT
fbem-1670	117	10	2020	2020	NUM
fbem-1670	117	11	(	(	PUNCT
fbem-1670	117	12	05	05	NUM
fbem-1670	117	13	):	):	PUNCT
fbem-1670	117	14	25	25	NUM
fbem-1670	117	15	-	-	SYM
fbem-1670	117	16	33	33	NUM
fbem-1670	117	17	.	.	PUNCT
fbem-1670	118	1	[	[	X
fbem-1670	118	2	13	13	NUM
fbem-1670	118	3	]	]	PUNCT
fbem-1670	118	4	huang	huang	PROPN
fbem-1670	118	5	hongmei	hongmei	PROPN
fbem-1670	118	6	.	.	PUNCT
fbem-1670	119	1	time	time	NOUN
fbem-1670	119	2	-	-	PUNCT
fbem-1670	119	3	series	series	NOUN
fbem-1670	119	4	analysis	analysis	NOUN
fbem-1670	119	5	(	(	PUNCT
fbem-1670	119	6	m	m	NOUN
fbem-1670	119	7	)	)	PUNCT
fbem-1670	119	8	was	be	AUX
fbem-1670	119	9	applied	apply	VERB
fbem-1670	119	10	.	.	PUNCT
fbem-1670	120	1	tsinghua	tsinghua	PROPN
fbem-1670	120	2	university	university	PROPN
fbem-1670	120	3	press	press	NOUN
fbem-1670	120	4	,	,	PUNCT
fbem-1670	120	5	2016	2016	NUM
fbem-1670	120	6	.	.	PUNCT
fbem-1670	121	1	[	[	X
fbem-1670	121	2	14	14	NUM
fbem-1670	121	3	]	]	PUNCT
fbem-1670	121	4	nie	nie	PROPN
fbem-1670	121	5	shuyuan	shuyuan	PROPN
fbem-1670	121	6	.	.	PUNCT
fbem-1670	122	1	the	the	DET
fbem-1670	122	2	early	early	ADJ
fbem-1670	122	3	development	development	NOUN
fbem-1670	122	4	of	of	ADP
fbem-1670	122	5	the	the	DET
fbem-1670	122	6	time	time	NOUN
fbem-1670	122	7	-	-	PUNCT
fbem-1670	122	8	series	series	NOUN
fbem-1670	122	9	analysis	analysis	NOUN
fbem-1670	122	10	(	(	PUNCT
fbem-1670	122	11	dj.northwestern	dj.northwestern	ADJ
fbem-1670	122	12	university	university	NOUN
fbem-1670	122	13	,	,	PUNCT
fbem-1670	122	14	2012	2012	NUM
fbem-1670	122	15	.	.	PUNCT
fbem-1670	123	1	[	[	X
fbem-1670	123	2	15	15	NUM
fbem-1670	123	3	]	]	X
fbem-1670	123	4	chris	chris	PROPN
fbem-1670	123	5	chatfield.the	chatfield.the	PRON
fbem-1670	123	6	analysis	analysis	NOUN
fbem-1670	123	7	of	of	ADP
fbem-1670	123	8	time	time	NOUN
fbem-1670	123	9	series	series	PROPN
fbem-1670	123	10	mtaylor	mtaylor	NOUN
fbem-1670	123	11	and	and	CCONJ
fbem-1670	123	12	francis,2013	francis,2013	NOUN
fbem-1670	123	13	.	.	PUNCT
fbem-1670	124	1	[	[	X
fbem-1670	124	2	16	16	NUM
fbem-1670	124	3	]	]	PUNCT
fbem-1670	124	4	box	box	PROPN
fbem-1670	124	5	g	g	PROPN
fbem-1670	124	6	e	e	PROPN
fbem-1670	124	7	p	p	PROPN
fbem-1670	124	8	,	,	PUNCT
fbem-1670	124	9	jenkins	jenkins	PROPN
fbem-1670	124	10	g	g	PROPN
fbem-1670	124	11	m.time	m.time	ADJ
fbem-1670	124	12	series	series	NOUN
fbem-1670	124	13	analysis	analysis	NOUN
fbem-1670	124	14	,	,	PUNCT
fbem-1670	124	15	forecasting	forecasting	NOUN
fbem-1670	124	16	,	,	PUNCT
fbem-1670	124	17	and	and	CCONJ
fbem-1670	124	18	control[m].san	control[m].san	NUM
fbem-1670	124	19	francisco	francisco	PROPN
fbem-1670	124	20	,	,	PUNCT
fbem-1670	124	21	california	california	PROPN
fbem-1670	124	22	:	:	PUNCT
fbem-1670	124	23	holden	holden	PROPN
fbem-1670	124	24	day1976	day1976	NOUN
fbem-1670	124	25	.	.	PUNCT
fbem-1670	125	1	[	[	X
fbem-1670	125	2	17	17	NUM
fbem-1670	125	3	]	]	PUNCT
fbem-1670	125	4	box	box	PROPN
fbem-1670	125	5	g	g	PROPN
fbem-1670	125	6	ep	ep	PROPN
fbem-1670	125	7	,	,	PUNCT
fbem-1670	125	8	pierce	pierce	PROPN
fbem-1670	125	9	d	d	PROPN
fbem-1670	125	10	adistribution	adistribution	NOUN
fbem-1670	125	11	of	of	ADP
fbem-1670	125	12	autocorrelations	autocorrelation	NOUN
fbem-1670	125	13	in	in	ADP
fbem-1670	125	14	autoregressive	autoregressive	ADJ
fbem-1670	125	15	moving	move	VERB
fbem-1670	125	16	average	average	ADJ
fbem-1670	125	17	time	time	NOUN
fbem-1670	125	18	series	series	PROPN
fbem-1670	125	19	models[j].journal	models[j].journal	PROPN
fbem-1670	125	20	of	of	ADP
fbem-1670	125	21	the	the	DET
fbem-1670	125	22	american	american	PROPN
fbem-1670	125	23	statistical	statistical	PROPN
fbem-1670	125	24	association	association	NOUN
fbem-1670	125	25	,	,	PUNCT
fbem-1670	125	26	197065(332):1509	197065(332):1509	NUM
fbem-1670	125	27	-	-	SYM
fbem-1670	125	28	1526	1526	NUM
fbem-1670	125	29	.	.	PUNCT