id	sid	tid	token	lemma	pos
fcis-11533	1	1	frontiers	frontier	NOUN
fcis-11533	1	2	in	in	ADP
fcis-11533	1	3	computing	computing	NOUN
fcis-11533	1	4	and	and	CCONJ
fcis-11533	1	5	intelligent	intelligent	ADJ
fcis-11533	1	6	systems	system	NOUN
fcis-11533	1	7	issn	issn	VERB
fcis-11533	1	8	:	:	PUNCT
fcis-11533	1	9	2832	2832	NUM
fcis-11533	1	10	-	-	SYM
fcis-11533	1	11	6024	6024	NUM
fcis-11533	1	12	|	|	NOUN
fcis-11533	1	13	vol	vol	NOUN
fcis-11533	1	14	.	.	PROPN
fcis-11533	2	1	5	5	NUM
fcis-11533	2	2	,	,	PUNCT
fcis-11533	2	3	no	no	INTJ
fcis-11533	2	4	.	.	NOUN
fcis-11533	2	5	1	1	NUM
fcis-11533	2	6	,	,	PUNCT
fcis-11533	2	7	2023	2023	NUM
fcis-11533	2	8	1	1	NUM
fcis-11533	2	9	the	the	DET
fcis-11533	2	10	application	application	NOUN
fcis-11533	2	11	and	and	CCONJ
fcis-11533	2	12	effect	effect	NOUN
fcis-11533	2	13	of	of	ADP
fcis-11533	2	14	intelligent	intelligent	ADJ
fcis-11533	2	15	marketing	marketing	NOUN
fcis-11533	2	16	technology	technology	NOUN
fcis-11533	2	17	and	and	CCONJ
fcis-11533	2	18	personalized	personalized	ADJ
fcis-11533	2	19	recommendation	recommendation	NOUN
fcis-11533	2	20	system	system	NOUN
fcis-11533	2	21	in	in	ADP
fcis-11533	2	22	e‐commerce	e‐commerce	PUNCT
fcis-11533	2	23	juntong	juntong	PROPN
fcis-11533	2	24	mu	mu	PROPN
fcis-11533	2	25	1	1	NUM
fcis-11533	2	26	,	,	PUNCT
fcis-11533	2	27	2	2	NUM
fcis-11533	2	28	1	1	NUM
fcis-11533	2	29	school	school	NOUN
fcis-11533	2	30	of	of	ADP
fcis-11533	2	31	international	international	ADJ
fcis-11533	2	32	business	business	NOUN
fcis-11533	2	33	and	and	CCONJ
fcis-11533	2	34	economics	economic	NOUN
fcis-11533	2	35	,	,	PUNCT
fcis-11533	2	36	liaoning	liaoning	PROPN
fcis-11533	2	37	university	university	PROPN
fcis-11533	2	38	,	,	PUNCT
fcis-11533	2	39	dalian	dalian	PROPN
fcis-11533	2	40	,	,	PUNCT
fcis-11533	2	41	china	china	PROPN
fcis-11533	2	42	2	2	NUM
fcis-11533	2	43	liaoning	liaoning	PROPN
fcis-11533	2	44	university	university	PROPN
fcis-11533	2	45	of	of	ADP
fcis-11533	2	46	international	international	ADJ
fcis-11533	2	47	business	business	NOUN
fcis-11533	2	48	and	and	CCONJ
fcis-11533	2	49	economics	economic	NOUN
fcis-11533	2	50	,	,	PUNCT
fcis-11533	2	51	dalian	dalian	PROPN
fcis-11533	2	52	,	,	PUNCT
fcis-11533	2	53	116000	116000	NUM
fcis-11533	2	54	,	,	PUNCT
fcis-11533	2	55	china	china	PROPN
fcis-11533	2	56	abstract	abstract	NOUN
fcis-11533	2	57	:	:	PUNCT
fcis-11533	2	58	intelligent	intelligent	ADJ
fcis-11533	2	59	marketing	marketing	NOUN
fcis-11533	2	60	technology	technology	NOUN
fcis-11533	2	61	and	and	CCONJ
fcis-11533	2	62	personalized	personalized	ADJ
fcis-11533	2	63	recommendation	recommendation	NOUN
fcis-11533	2	64	systems	system	NOUN
fcis-11533	2	65	play	play	VERB
fcis-11533	2	66	an	an	DET
fcis-11533	2	67	important	important	ADJ
fcis-11533	2	68	role	role	NOUN
fcis-11533	2	69	in	in	ADP
fcis-11533	2	70	e	e	NOUN
fcis-11533	2	71	-	-	NOUN
fcis-11533	2	72	commerce	commerce	NOUN
fcis-11533	2	73	,	,	PUNCT
fcis-11533	2	74	which	which	PRON
fcis-11533	2	75	has	have	VERB
fcis-11533	2	76	a	a	DET
fcis-11533	2	77	significant	significant	ADJ
fcis-11533	2	78	impact	impact	NOUN
fcis-11533	2	79	on	on	ADP
fcis-11533	2	80	improving	improve	VERB
fcis-11533	2	81	user	user	NOUN
fcis-11533	2	82	experience	experience	NOUN
fcis-11533	2	83	and	and	CCONJ
fcis-11533	2	84	promoting	promote	VERB
fcis-11533	2	85	sales	sale	NOUN
fcis-11533	2	86	growth	growth	NOUN
fcis-11533	2	87	.	.	PUNCT
fcis-11533	3	1	this	this	DET
fcis-11533	3	2	article	article	NOUN
fcis-11533	3	3	mainly	mainly	ADV
fcis-11533	3	4	explores	explore	VERB
fcis-11533	3	5	the	the	DET
fcis-11533	3	6	application	application	NOUN
fcis-11533	3	7	and	and	CCONJ
fcis-11533	3	8	effectiveness	effectiveness	NOUN
fcis-11533	3	9	of	of	ADP
fcis-11533	3	10	intelligent	intelligent	ADJ
fcis-11533	3	11	marketing	marketing	NOUN
fcis-11533	3	12	technology	technology	NOUN
fcis-11533	3	13	and	and	CCONJ
fcis-11533	3	14	personalized	personalized	ADJ
fcis-11533	3	15	recommendation	recommendation	NOUN
fcis-11533	3	16	systems	system	NOUN
fcis-11533	3	17	,	,	PUNCT
fcis-11533	3	18	as	as	ADV
fcis-11533	3	19	well	well	ADV
fcis-11533	3	20	as	as	ADP
fcis-11533	3	21	their	their	PRON
fcis-11533	3	22	value	value	NOUN
fcis-11533	3	23	and	and	CCONJ
fcis-11533	3	24	impact	impact	NOUN
fcis-11533	3	25	on	on	ADP
fcis-11533	3	26	e	e	NOUN
fcis-11533	3	27	-	-	NOUN
fcis-11533	3	28	commerce	commerce	NOUN
fcis-11533	3	29	.	.	PUNCT
fcis-11533	4	1	in	in	ADP
fcis-11533	4	2	the	the	DET
fcis-11533	4	3	future	future	NOUN
fcis-11533	4	4	,	,	PUNCT
fcis-11533	4	5	with	with	ADP
fcis-11533	4	6	the	the	DET
fcis-11533	4	7	continuous	continuous	ADJ
fcis-11533	4	8	progress	progress	NOUN
fcis-11533	4	9	of	of	ADP
fcis-11533	4	10	technology	technology	NOUN
fcis-11533	4	11	,	,	PUNCT
fcis-11533	4	12	intelligent	intelligent	ADJ
fcis-11533	4	13	marketing	marketing	NOUN
fcis-11533	4	14	technology	technology	NOUN
fcis-11533	4	15	and	and	CCONJ
fcis-11533	4	16	personalized	personalized	ADJ
fcis-11533	4	17	recommendation	recommendation	NOUN
fcis-11533	4	18	systems	system	NOUN
fcis-11533	4	19	will	will	AUX
fcis-11533	4	20	play	play	VERB
fcis-11533	4	21	a	a	DET
fcis-11533	4	22	broader	broad	ADJ
fcis-11533	4	23	and	and	CCONJ
fcis-11533	4	24	deeper	deep	ADJ
fcis-11533	4	25	role	role	NOUN
fcis-11533	4	26	in	in	ADP
fcis-11533	4	27	the	the	DET
fcis-11533	4	28	field	field	NOUN
fcis-11533	4	29	of	of	ADP
fcis-11533	4	30	e	e	NOUN
fcis-11533	4	31	-	-	NOUN
fcis-11533	4	32	commerce	commerce	NOUN
fcis-11533	4	33	.	.	PUNCT
fcis-11533	5	1	intelligent	intelligent	ADJ
fcis-11533	5	2	marketing	marketing	NOUN
fcis-11533	5	3	technology	technology	NOUN
fcis-11533	5	4	and	and	CCONJ
fcis-11533	5	5	personalized	personalized	ADJ
fcis-11533	5	6	recommendation	recommendation	NOUN
fcis-11533	5	7	systems	system	NOUN
fcis-11533	5	8	have	have	AUX
fcis-11533	5	9	shown	show	VERB
fcis-11533	5	10	widespread	widespread	ADJ
fcis-11533	5	11	application	application	NOUN
fcis-11533	5	12	and	and	CCONJ
fcis-11533	5	13	significant	significant	ADJ
fcis-11533	5	14	effects	effect	NOUN
fcis-11533	5	15	in	in	ADP
fcis-11533	5	16	e	e	NOUN
fcis-11533	5	17	-	-	NOUN
fcis-11533	5	18	commerce	commerce	NOUN
fcis-11533	5	19	.	.	PUNCT
fcis-11533	6	1	they	they	PRON
fcis-11533	6	2	enhance	enhance	VERB
fcis-11533	6	3	user	user	NOUN
fcis-11533	6	4	experience	experience	NOUN
fcis-11533	6	5	and	and	CCONJ
fcis-11533	6	6	promote	promote	VERB
fcis-11533	6	7	sales	sale	NOUN
fcis-11533	6	8	growth	growth	NOUN
fcis-11533	6	9	,	,	PUNCT
fcis-11533	6	10	which	which	PRON
fcis-11533	6	11	is	be	AUX
fcis-11533	6	12	of	of	ADP
fcis-11533	6	13	great	great	ADJ
fcis-11533	6	14	significance	significance	NOUN
fcis-11533	6	15	for	for	ADP
fcis-11533	6	16	the	the	DET
fcis-11533	6	17	development	development	NOUN
fcis-11533	6	18	and	and	CCONJ
fcis-11533	6	19	promotion	promotion	NOUN
fcis-11533	6	20	of	of	ADP
fcis-11533	6	21	e	e	NOUN
fcis-11533	6	22	-	-	NOUN
fcis-11533	6	23	commerce	commerce	NOUN
fcis-11533	6	24	.	.	PUNCT
fcis-11533	7	1	keywords	keyword	NOUN
fcis-11533	7	2	:	:	PUNCT
fcis-11533	7	3	intelligent	intelligent	ADJ
fcis-11533	7	4	marketing	marketing	NOUN
fcis-11533	7	5	technology	technology	NOUN
fcis-11533	7	6	;	;	PUNCT
fcis-11533	7	7	personalized	personalized	ADJ
fcis-11533	7	8	recommendation	recommendation	NOUN
fcis-11533	7	9	system	system	NOUN
fcis-11533	7	10	;	;	PUNCT
fcis-11533	7	11	e	e	X
fcis-11533	7	12	-	-	NOUN
fcis-11533	7	13	commerce	commerce	NOUN
fcis-11533	7	14	;	;	PUNCT
fcis-11533	7	15	business	business	NOUN
fcis-11533	7	16	applications	application	NOUN
fcis-11533	7	17	.	.	PUNCT
fcis-11533	8	1	1	1	X
fcis-11533	8	2	.	.	X
fcis-11533	8	3	introduction	introduction	NOUN
fcis-11533	8	4	with	with	ADP
fcis-11533	8	5	the	the	DET
fcis-11533	8	6	rapid	rapid	ADJ
fcis-11533	8	7	development	development	NOUN
fcis-11533	8	8	of	of	ADP
fcis-11533	8	9	the	the	DET
fcis-11533	8	10	internet	internet	NOUN
fcis-11533	8	11	and	and	CCONJ
fcis-11533	8	12	the	the	DET
fcis-11533	8	13	rise	rise	NOUN
fcis-11533	8	14	of	of	ADP
fcis-11533	8	15	e	e	NOUN
fcis-11533	8	16	-	-	NOUN
fcis-11533	8	17	commerce	commerce	NOUN
fcis-11533	8	18	,	,	PUNCT
fcis-11533	8	19	intelligent	intelligent	ADJ
fcis-11533	8	20	marketing	marketing	NOUN
fcis-11533	8	21	technology	technology	NOUN
fcis-11533	8	22	and	and	CCONJ
fcis-11533	8	23	personalized	personalized	ADJ
fcis-11533	8	24	recommendation	recommendation	NOUN
fcis-11533	8	25	systems	system	NOUN
fcis-11533	8	26	have	have	AUX
fcis-11533	8	27	gradually	gradually	ADV
fcis-11533	8	28	become	become	VERB
fcis-11533	8	29	important	important	ADJ
fcis-11533	8	30	tools	tool	NOUN
fcis-11533	8	31	in	in	ADP
fcis-11533	8	32	the	the	DET
fcis-11533	8	33	field	field	NOUN
fcis-11533	8	34	of	of	ADP
fcis-11533	8	35	e	e	NOUN
fcis-11533	8	36	-	-	NOUN
fcis-11533	8	37	commerce	commerce	NOUN
fcis-11533	8	38	.	.	PUNCT
fcis-11533	9	1	in	in	ADP
fcis-11533	9	2	a	a	DET
fcis-11533	9	3	fiercely	fiercely	ADV
fcis-11533	9	4	competitive	competitive	ADJ
fcis-11533	9	5	market	market	NOUN
fcis-11533	9	6	environment	environment	NOUN
fcis-11533	9	7	,	,	PUNCT
fcis-11533	9	8	businesses	business	NOUN
fcis-11533	9	9	need	need	VERB
fcis-11533	9	10	to	to	PART
fcis-11533	9	11	attract	attract	VERB
fcis-11533	9	12	users	user	NOUN
fcis-11533	9	13	'	'	PART
fcis-11533	9	14	attention	attention	NOUN
fcis-11533	9	15	and	and	CCONJ
fcis-11533	9	16	facilitate	facilitate	NOUN
fcis-11533	9	17	purchasing	purchasing	NOUN
fcis-11533	9	18	behavior	behavior	NOUN
fcis-11533	9	19	through	through	ADP
fcis-11533	9	20	effective	effective	ADJ
fcis-11533	9	21	marketing	marketing	NOUN
fcis-11533	9	22	methods	method	NOUN
fcis-11533	9	23	.	.	PUNCT
fcis-11533	10	1	intelligent	intelligent	ADJ
fcis-11533	10	2	marketing	marketing	NOUN
fcis-11533	10	3	technology	technology	NOUN
fcis-11533	10	4	and	and	CCONJ
fcis-11533	10	5	personalized	personalized	ADJ
fcis-11533	10	6	recommendation	recommendation	NOUN
fcis-11533	10	7	systems	system	NOUN
fcis-11533	10	8	provide	provide	VERB
fcis-11533	10	9	merchants	merchant	NOUN
fcis-11533	10	10	with	with	ADP
fcis-11533	10	11	the	the	DET
fcis-11533	10	12	ability	ability	NOUN
fcis-11533	10	13	to	to	PART
fcis-11533	10	14	accurately	accurately	ADV
fcis-11533	10	15	locate	locate	VERB
fcis-11533	10	16	and	and	CCONJ
fcis-11533	10	17	personalized	personalized	ADJ
fcis-11533	10	18	recommendations	recommendation	NOUN
fcis-11533	10	19	,	,	PUNCT
fcis-11533	10	20	thereby	thereby	ADV
fcis-11533	10	21	improving	improve	VERB
fcis-11533	10	22	users	user	NOUN
fcis-11533	10	23	'	'	PART
fcis-11533	10	24	shopping	shopping	NOUN
fcis-11533	10	25	experience	experience	NOUN
fcis-11533	10	26	,	,	PUNCT
fcis-11533	10	27	increasing	increase	VERB
fcis-11533	10	28	sales	sale	NOUN
fcis-11533	10	29	revenue	revenue	NOUN
fcis-11533	10	30	,	,	PUNCT
fcis-11533	10	31	and	and	CCONJ
fcis-11533	10	32	establishing	establish	VERB
fcis-11533	10	33	good	good	ADJ
fcis-11533	10	34	customer	customer	NOUN
fcis-11533	10	35	relationships	relationship	NOUN
fcis-11533	10	36	.	.	PUNCT
fcis-11533	11	1	this	this	DET
fcis-11533	11	2	article	article	NOUN
fcis-11533	11	3	will	will	AUX
fcis-11533	11	4	focus	focus	VERB
fcis-11533	11	5	on	on	ADP
fcis-11533	11	6	exploring	explore	VERB
fcis-11533	11	7	the	the	DET
fcis-11533	11	8	application	application	NOUN
fcis-11533	11	9	and	and	CCONJ
fcis-11533	11	10	effectiveness	effectiveness	NOUN
fcis-11533	11	11	of	of	ADP
fcis-11533	11	12	intelligent	intelligent	ADJ
fcis-11533	11	13	marketing	marketing	NOUN
fcis-11533	11	14	technology	technology	NOUN
fcis-11533	11	15	and	and	CCONJ
fcis-11533	11	16	personalized	personalized	ADJ
fcis-11533	11	17	recommendation	recommendation	NOUN
fcis-11533	11	18	systems	system	NOUN
fcis-11533	11	19	in	in	ADP
fcis-11533	11	20	e	e	NOUN
fcis-11533	11	21	-	-	NOUN
fcis-11533	11	22	commerce	commerce	NOUN
fcis-11533	11	23	.	.	PUNCT
fcis-11533	12	1	in	in	ADP
fcis-11533	12	2	addition	addition	NOUN
fcis-11533	12	3	,	,	PUNCT
fcis-11533	12	4	we	we	PRON
fcis-11533	12	5	will	will	AUX
fcis-11533	12	6	also	also	ADV
fcis-11533	12	7	discuss	discuss	VERB
fcis-11533	12	8	the	the	DET
fcis-11533	12	9	challenges	challenge	NOUN
fcis-11533	12	10	and	and	CCONJ
fcis-11533	12	11	future	future	ADJ
fcis-11533	12	12	development	development	NOUN
fcis-11533	12	13	prospects	prospect	NOUN
fcis-11533	12	14	of	of	ADP
fcis-11533	12	15	intelligent	intelligent	ADJ
fcis-11533	12	16	marketing	marketing	NOUN
fcis-11533	12	17	technology	technology	NOUN
fcis-11533	12	18	and	and	CCONJ
fcis-11533	12	19	personalized	personalized	ADJ
fcis-11533	12	20	recommendation	recommendation	NOUN
fcis-11533	12	21	systems	system	NOUN
fcis-11533	12	22	.	.	PUNCT
fcis-11533	13	1	by	by	ADP
fcis-11533	13	2	deeply	deeply	ADV
fcis-11533	13	3	understanding	understand	VERB
fcis-11533	13	4	the	the	DET
fcis-11533	13	5	application	application	NOUN
fcis-11533	13	6	of	of	ADP
fcis-11533	13	7	intelligent	intelligent	ADJ
fcis-11533	13	8	marketing	marketing	NOUN
fcis-11533	13	9	technology	technology	NOUN
fcis-11533	13	10	and	and	CCONJ
fcis-11533	13	11	personalized	personalized	ADJ
fcis-11533	13	12	recommendation	recommendation	NOUN
fcis-11533	13	13	systems	system	NOUN
fcis-11533	13	14	,	,	PUNCT
fcis-11533	13	15	enterprises	enterprise	NOUN
fcis-11533	13	16	can	can	AUX
fcis-11533	13	17	better	well	ADV
fcis-11533	13	18	utilize	utilize	VERB
fcis-11533	13	19	these	these	DET
fcis-11533	13	20	technologies	technology	NOUN
fcis-11533	13	21	,	,	PUNCT
fcis-11533	13	22	enhance	enhance	VERB
fcis-11533	13	23	competitiveness	competitiveness	NOUN
fcis-11533	13	24	and	and	CCONJ
fcis-11533	13	25	market	market	NOUN
fcis-11533	13	26	share	share	NOUN
fcis-11533	14	1	[	[	X
fcis-11533	14	2	1	1	NUM
fcis-11533	14	3	]	]	PUNCT
fcis-11533	14	4	.	.	PUNCT
fcis-11533	15	1	2	2	X
fcis-11533	15	2	.	.	X
fcis-11533	15	3	overview	overview	NOUN
fcis-11533	15	4	of	of	ADP
fcis-11533	15	5	intelligent	intelligent	ADJ
fcis-11533	15	6	marketing	marketing	NOUN
fcis-11533	15	7	technology	technology	NOUN
fcis-11533	15	8	in	in	ADP
fcis-11533	15	9	the	the	DET
fcis-11533	15	10	e	e	PROPN
fcis-11533	15	11	-	-	PROPN
fcis-11533	15	12	commerce	commerce	NOUN
fcis-11533	15	13	environment	environment	NOUN
fcis-11533	15	14	2.1	2.1	NUM
fcis-11533	15	15	.	.	PUNCT
fcis-11533	16	1	development	development	NOUN
fcis-11533	16	2	and	and	CCONJ
fcis-11533	16	3	characteristics	characteristic	NOUN
fcis-11533	16	4	of	of	ADP
fcis-11533	16	5	ecommerce	ecommerce	NOUN
fcis-11533	16	6	e	e	NOUN
fcis-11533	16	7	-	-	NOUN
fcis-11533	16	8	commerce	commerce	NOUN
fcis-11533	16	9	refers	refer	VERB
fcis-11533	16	10	to	to	ADP
fcis-11533	16	11	the	the	DET
fcis-11533	16	12	process	process	NOUN
fcis-11533	16	13	of	of	ADP
fcis-11533	16	14	utilizing	utilize	VERB
fcis-11533	16	15	internet	internet	NOUN
fcis-11533	16	16	technology	technology	NOUN
fcis-11533	16	17	for	for	ADP
fcis-11533	16	18	commercial	commercial	ADJ
fcis-11533	16	19	activities	activity	NOUN
fcis-11533	16	20	and	and	CCONJ
fcis-11533	16	21	transactions	transaction	NOUN
fcis-11533	16	22	.	.	PUNCT
fcis-11533	17	1	with	with	ADP
fcis-11533	17	2	the	the	DET
fcis-11533	17	3	popularization	popularization	NOUN
fcis-11533	17	4	of	of	ADP
fcis-11533	17	5	the	the	DET
fcis-11533	17	6	internet	internet	NOUN
fcis-11533	17	7	and	and	CCONJ
fcis-11533	17	8	the	the	DET
fcis-11533	17	9	continuous	continuous	ADJ
fcis-11533	17	10	progress	progress	NOUN
fcis-11533	17	11	of	of	ADP
fcis-11533	17	12	technology	technology	NOUN
fcis-11533	17	13	,	,	PUNCT
fcis-11533	17	14	we	we	PRON
fcis-11533	17	15	can	can	AUX
fcis-11533	17	16	see	see	VERB
fcis-11533	17	17	that	that	SCONJ
fcis-11533	17	18	e	e	NOUN
fcis-11533	17	19	-	-	NOUN
fcis-11533	17	20	commerce	commerce	NOUN
fcis-11533	17	21	has	have	AUX
fcis-11533	17	22	made	make	VERB
fcis-11533	17	23	rapid	rapid	ADJ
fcis-11533	17	24	development	development	NOUN
fcis-11533	17	25	in	in	ADP
fcis-11533	17	26	the	the	DET
fcis-11533	17	27	past	past	ADJ
fcis-11533	17	28	few	few	ADJ
fcis-11533	17	29	decades	decade	NOUN
fcis-11533	17	30	.	.	PUNCT
fcis-11533	18	1	now	now	ADV
fcis-11533	18	2	,	,	PUNCT
fcis-11533	18	3	we	we	PRON
fcis-11533	18	4	can	can	AUX
fcis-11533	18	5	purchase	purchase	VERB
fcis-11533	18	6	various	various	ADJ
fcis-11533	18	7	goods	good	NOUN
fcis-11533	18	8	and	and	CCONJ
fcis-11533	18	9	services	service	NOUN
fcis-11533	18	10	through	through	ADP
fcis-11533	18	11	online	online	ADJ
fcis-11533	18	12	shopping	shopping	NOUN
fcis-11533	18	13	,	,	PUNCT
fcis-11533	18	14	without	without	ADP
fcis-11533	18	15	being	be	AUX
fcis-11533	18	16	limited	limit	VERB
fcis-11533	18	17	by	by	ADP
fcis-11533	18	18	geographical	geographical	ADJ
fcis-11533	18	19	location	location	NOUN
fcis-11533	18	20	.	.	PUNCT
fcis-11533	19	1	the	the	DET
fcis-11533	19	2	characteristics	characteristic	NOUN
fcis-11533	19	3	of	of	ADP
fcis-11533	19	4	globalization	globalization	NOUN
fcis-11533	19	5	enable	enable	VERB
fcis-11533	19	6	businesses	business	NOUN
fcis-11533	19	7	to	to	PART
fcis-11533	19	8	conduct	conduct	VERB
fcis-11533	19	9	transactions	transaction	NOUN
fcis-11533	19	10	and	and	CCONJ
fcis-11533	19	11	cooperate	cooperate	VERB
fcis-11533	19	12	across	across	ADP
fcis-11533	19	13	national	national	ADJ
fcis-11533	19	14	borders	border	NOUN
fcis-11533	19	15	,	,	PUNCT
fcis-11533	19	16	allowing	allow	VERB
fcis-11533	19	17	consumers	consumer	NOUN
fcis-11533	19	18	to	to	PART
fcis-11533	19	19	purchase	purchase	VERB
fcis-11533	19	20	what	what	PRON
fcis-11533	19	21	they	they	PRON
fcis-11533	19	22	need	need	VERB
fcis-11533	19	23	from	from	ADP
fcis-11533	19	24	any	any	DET
fcis-11533	19	25	corner	corner	NOUN
fcis-11533	19	26	of	of	ADP
fcis-11533	19	27	the	the	DET
fcis-11533	19	28	world	world	NOUN
fcis-11533	19	29	.	.	PUNCT
fcis-11533	20	1	the	the	DET
fcis-11533	20	2	rapid	rapid	ADJ
fcis-11533	20	3	transmission	transmission	NOUN
fcis-11533	20	4	and	and	CCONJ
fcis-11533	20	5	interactive	interactive	ADJ
fcis-11533	20	6	characteristics	characteristic	NOUN
fcis-11533	20	7	of	of	ADP
fcis-11533	20	8	the	the	DET
fcis-11533	20	9	internet	internet	NOUN
fcis-11533	20	10	have	have	AUX
fcis-11533	20	11	also	also	ADV
fcis-11533	20	12	brought	bring	VERB
fcis-11533	20	13	about	about	ADP
fcis-11533	20	14	the	the	DET
fcis-11533	20	15	real	real	ADJ
fcis-11533	20	16	-	-	PUNCT
fcis-11533	20	17	time	time	NOUN
fcis-11533	20	18	nature	nature	NOUN
fcis-11533	20	19	of	of	ADP
fcis-11533	20	20	ecommerce	ecommerce	PROPN
fcis-11533	20	21	.	.	PUNCT
fcis-11533	21	1	merchants	merchant	NOUN
fcis-11533	21	2	and	and	CCONJ
fcis-11533	21	3	consumers	consumer	NOUN
fcis-11533	21	4	can	can	AUX
fcis-11533	21	5	access	access	VERB
fcis-11533	21	6	information	information	NOUN
fcis-11533	21	7	,	,	PUNCT
fcis-11533	21	8	communicate	communicate	VERB
fcis-11533	21	9	,	,	PUNCT
fcis-11533	21	10	and	and	CCONJ
fcis-11533	21	11	complete	complete	ADJ
fcis-11533	21	12	transactions	transaction	NOUN
fcis-11533	21	13	in	in	ADP
fcis-11533	21	14	a	a	DET
fcis-11533	21	15	timely	timely	ADJ
fcis-11533	21	16	manner	manner	NOUN
fcis-11533	21	17	through	through	ADP
fcis-11533	21	18	the	the	DET
fcis-11533	21	19	internet	internet	NOUN
fcis-11533	21	20	.	.	PUNCT
fcis-11533	22	1	consumers	consumer	NOUN
fcis-11533	22	2	can	can	AUX
fcis-11533	22	3	stay	stay	VERB
fcis-11533	22	4	informed	informed	ADJ
fcis-11533	22	5	of	of	ADP
fcis-11533	22	6	product	product	NOUN
fcis-11533	22	7	information	information	NOUN
fcis-11533	22	8	and	and	CCONJ
fcis-11533	22	9	prices	price	NOUN
fcis-11533	22	10	at	at	ADP
fcis-11533	22	11	any	any	DET
fcis-11533	22	12	time	time	NOUN
fcis-11533	22	13	,	,	PUNCT
fcis-11533	22	14	and	and	CCONJ
fcis-11533	22	15	quickly	quickly	ADV
fcis-11533	22	16	complete	complete	ADJ
fcis-11533	22	17	transactions	transaction	NOUN
fcis-11533	22	18	through	through	ADP
fcis-11533	22	19	online	online	ADJ
fcis-11533	22	20	purchases	purchase	NOUN
fcis-11533	22	21	.	.	PUNCT
fcis-11533	23	1	this	this	DET
fcis-11533	23	2	real	real	ADJ
fcis-11533	23	3	-	-	PUNCT
fcis-11533	23	4	time	time	NOUN
fcis-11533	23	5	nature	nature	NOUN
fcis-11533	23	6	makes	make	VERB
fcis-11533	23	7	the	the	DET
fcis-11533	23	8	entire	entire	ADJ
fcis-11533	23	9	shopping	shopping	NOUN
fcis-11533	23	10	process	process	NOUN
fcis-11533	23	11	more	more	ADV
fcis-11533	23	12	convenient	convenient	ADJ
fcis-11533	23	13	and	and	CCONJ
fcis-11533	23	14	efficient	efficient	ADJ
fcis-11533	23	15	.	.	PUNCT
fcis-11533	24	1	e	e	X
fcis-11533	24	2	-	-	NOUN
fcis-11533	24	3	commerce	commerce	NOUN
fcis-11533	24	4	also	also	ADV
fcis-11533	24	5	provides	provide	VERB
fcis-11533	24	6	personalized	personalized	ADJ
fcis-11533	24	7	services	service	NOUN
fcis-11533	24	8	and	and	CCONJ
fcis-11533	24	9	recommendations	recommendation	NOUN
fcis-11533	24	10	.	.	PUNCT
fcis-11533	25	1	by	by	ADP
fcis-11533	25	2	collecting	collect	VERB
fcis-11533	25	3	user	user	NOUN
fcis-11533	25	4	data	datum	NOUN
fcis-11533	25	5	and	and	CCONJ
fcis-11533	25	6	behavioral	behavioral	ADJ
fcis-11533	25	7	information	information	NOUN
fcis-11533	25	8	,	,	PUNCT
fcis-11533	25	9	merchants	merchant	NOUN
fcis-11533	25	10	can	can	AUX
fcis-11533	25	11	understand	understand	VERB
fcis-11533	25	12	their	their	PRON
fcis-11533	25	13	preferences	preference	NOUN
fcis-11533	25	14	and	and	CCONJ
fcis-11533	25	15	needs	need	NOUN
fcis-11533	25	16	,	,	PUNCT
fcis-11533	25	17	and	and	CCONJ
fcis-11533	25	18	provide	provide	VERB
fcis-11533	25	19	personalized	personalized	ADJ
fcis-11533	25	20	product	product	NOUN
fcis-11533	25	21	recommendations	recommendation	NOUN
fcis-11533	25	22	and	and	CCONJ
fcis-11533	25	23	marketing	marketing	NOUN
fcis-11533	25	24	strategies	strategy	NOUN
fcis-11533	25	25	for	for	ADP
fcis-11533	25	26	different	different	ADJ
fcis-11533	25	27	users	user	NOUN
fcis-11533	25	28	.	.	PUNCT
fcis-11533	26	1	personalized	personalized	ADJ
fcis-11533	26	2	services	service	NOUN
fcis-11533	26	3	and	and	CCONJ
fcis-11533	26	4	recommendations	recommendation	NOUN
fcis-11533	26	5	provide	provide	VERB
fcis-11533	26	6	consumers	consumer	NOUN
fcis-11533	26	7	with	with	ADP
fcis-11533	26	8	a	a	DET
fcis-11533	26	9	more	more	ADV
fcis-11533	26	10	thoughtful	thoughtful	ADJ
fcis-11533	26	11	and	and	CCONJ
fcis-11533	26	12	customized	customized	ADJ
fcis-11533	26	13	experience	experience	NOUN
fcis-11533	26	14	.	.	PUNCT
fcis-11533	27	1	e	e	X
fcis-11533	27	2	-	-	NOUN
fcis-11533	27	3	commerce	commerce	NOUN
fcis-11533	27	4	has	have	AUX
fcis-11533	27	5	also	also	ADV
fcis-11533	27	6	brought	bring	VERB
fcis-11533	27	7	diverse	diverse	ADJ
fcis-11533	27	8	trading	trading	NOUN
fcis-11533	27	9	methods	method	NOUN
fcis-11533	27	10	.	.	PUNCT
fcis-11533	28	1	in	in	ADP
fcis-11533	28	2	addition	addition	NOUN
fcis-11533	28	3	to	to	ADP
fcis-11533	28	4	traditional	traditional	ADJ
fcis-11533	28	5	online	online	ADJ
fcis-11533	28	6	shopping	shopping	NOUN
fcis-11533	28	7	,	,	PUNCT
fcis-11533	28	8	e	e	NOUN
fcis-11533	28	9	-	-	NOUN
fcis-11533	28	10	commerce	commerce	NOUN
fcis-11533	28	11	also	also	ADV
fcis-11533	28	12	includes	include	VERB
fcis-11533	28	13	various	various	ADJ
fcis-11533	28	14	transaction	transaction	NOUN
fcis-11533	28	15	methods	method	NOUN
fcis-11533	28	16	such	such	ADJ
fcis-11533	28	17	as	as	ADP
fcis-11533	28	18	online	online	ADJ
fcis-11533	28	19	payment	payment	NOUN
fcis-11533	28	20	,	,	PUNCT
fcis-11533	28	21	auction	auction	NOUN
fcis-11533	28	22	,	,	PUNCT
fcis-11533	28	23	reservation	reservation	NOUN
fcis-11533	28	24	,	,	PUNCT
fcis-11533	28	25	and	and	CCONJ
fcis-11533	28	26	electronic	electronic	ADJ
fcis-11533	28	27	ticketing	ticketing	NOUN
fcis-11533	28	28	.	.	PUNCT
fcis-11533	29	1	this	this	DET
fcis-11533	29	2	diverse	diverse	ADJ
fcis-11533	29	3	choice	choice	NOUN
fcis-11533	29	4	provides	provide	VERB
fcis-11533	29	5	consumers	consumer	NOUN
fcis-11533	29	6	with	with	ADP
fcis-11533	29	7	more	more	ADJ
fcis-11533	29	8	convenience	convenience	NOUN
fcis-11533	29	9	and	and	CCONJ
fcis-11533	29	10	flexibility	flexibility	NOUN
fcis-11533	29	11	.	.	PUNCT
fcis-11533	30	1	the	the	DET
fcis-11533	30	2	development	development	NOUN
fcis-11533	30	3	of	of	ADP
fcis-11533	30	4	e	e	NOUN
fcis-11533	30	5	-	-	NOUN
fcis-11533	30	6	commerce	commerce	NOUN
fcis-11533	30	7	has	have	AUX
fcis-11533	30	8	brought	bring	VERB
fcis-11533	30	9	about	about	ADP
fcis-11533	30	10	global	global	ADJ
fcis-11533	30	11	business	business	NOUN
fcis-11533	30	12	activities	activity	NOUN
fcis-11533	30	13	,	,	PUNCT
fcis-11533	30	14	real	real	ADJ
fcis-11533	30	15	-	-	PUNCT
fcis-11533	30	16	time	time	NOUN
fcis-11533	30	17	communication	communication	NOUN
fcis-11533	30	18	and	and	CCONJ
fcis-11533	30	19	transactions	transaction	NOUN
fcis-11533	30	20	,	,	PUNCT
fcis-11533	30	21	personalized	personalized	ADJ
fcis-11533	30	22	services	service	NOUN
fcis-11533	30	23	and	and	CCONJ
fcis-11533	30	24	recommendations	recommendation	NOUN
fcis-11533	30	25	,	,	PUNCT
fcis-11533	30	26	and	and	CCONJ
fcis-11533	30	27	diverse	diverse	ADJ
fcis-11533	30	28	trading	trading	NOUN
fcis-11533	30	29	methods	method	NOUN
fcis-11533	30	30	.	.	PUNCT
fcis-11533	31	1	these	these	DET
fcis-11533	31	2	characteristics	characteristic	NOUN
fcis-11533	31	3	have	have	AUX
fcis-11533	31	4	made	make	VERB
fcis-11533	31	5	ecommerce	ecommerce	NOUN
fcis-11533	31	6	an	an	DET
fcis-11533	31	7	indispensable	indispensable	ADJ
fcis-11533	31	8	part	part	NOUN
fcis-11533	31	9	of	of	ADP
fcis-11533	31	10	modern	modern	ADJ
fcis-11533	31	11	commerce[2	commerce[2	PROPN
fcis-11533	31	12	]	]	PUNCT
fcis-11533	31	13	.	.	PUNCT
fcis-11533	32	1	2.2	2.2	NUM
fcis-11533	32	2	.	.	PUNCT
fcis-11533	32	3	concept	concept	NOUN
fcis-11533	32	4	and	and	CCONJ
fcis-11533	32	5	classification	classification	NOUN
fcis-11533	32	6	of	of	ADP
fcis-11533	32	7	intelligent	intelligent	ADJ
fcis-11533	32	8	marketing	marketing	NOUN
fcis-11533	32	9	technology	technology	NOUN
fcis-11533	32	10	intelligent	intelligent	ADJ
fcis-11533	32	11	marketing	marketing	NOUN
fcis-11533	32	12	technology	technology	NOUN
fcis-11533	32	13	is	be	AUX
fcis-11533	32	14	a	a	DET
fcis-11533	32	15	method	method	NOUN
fcis-11533	32	16	and	and	CCONJ
fcis-11533	32	17	tool	tool	NOUN
fcis-11533	32	18	that	that	PRON
fcis-11533	32	19	utilizes	utilize	VERB
fcis-11533	32	20	technologies	technology	NOUN
fcis-11533	32	21	such	such	ADJ
fcis-11533	32	22	as	as	ADP
fcis-11533	32	23	artificial	artificial	ADJ
fcis-11533	32	24	intelligence	intelligence	NOUN
fcis-11533	32	25	,	,	PUNCT
fcis-11533	32	26	big	big	ADJ
fcis-11533	32	27	data	datum	NOUN
fcis-11533	32	28	,	,	PUNCT
fcis-11533	32	29	and	and	CCONJ
fcis-11533	32	30	machine	machine	NOUN
fcis-11533	32	31	learning	learn	VERB
fcis-11533	32	32	to	to	PART
fcis-11533	32	33	analyze	analyze	VERB
fcis-11533	32	34	and	and	CCONJ
fcis-11533	32	35	mine	mine	NOUN
fcis-11533	32	36	user	user	NOUN
fcis-11533	32	37	behavior	behavior	NOUN
fcis-11533	32	38	and	and	CCONJ
fcis-11533	32	39	data	datum	NOUN
fcis-11533	32	40	,	,	PUNCT
fcis-11533	32	41	in	in	ADP
fcis-11533	32	42	order	order	NOUN
fcis-11533	32	43	to	to	PART
fcis-11533	32	44	achieve	achieve	VERB
fcis-11533	32	45	precise	precise	ADJ
fcis-11533	32	46	marketing	marketing	NOUN
fcis-11533	32	47	and	and	CCONJ
fcis-11533	32	48	personalized	personalized	ADJ
fcis-11533	32	49	recommendations	recommendation	NOUN
fcis-11533	32	50	.	.	PUNCT
fcis-11533	33	1	firstly	firstly	ADV
fcis-11533	33	2	,	,	PUNCT
fcis-11533	33	3	data	datum	NOUN
fcis-11533	33	4	analysis	analysis	NOUN
fcis-11533	33	5	and	and	CCONJ
fcis-11533	33	6	mining	mining	NOUN
fcis-11533	33	7	are	be	AUX
fcis-11533	33	8	an	an	DET
fcis-11533	33	9	application	application	NOUN
fcis-11533	33	10	method	method	NOUN
fcis-11533	33	11	of	of	ADP
fcis-11533	33	12	intelligent	intelligent	ADJ
fcis-11533	33	13	marketing	marketing	NOUN
fcis-11533	33	14	technology	technology	NOUN
fcis-11533	33	15	.	.	PUNCT
fcis-11533	34	1	by	by	ADP
fcis-11533	34	2	analyzing	analyze	VERB
fcis-11533	34	3	and	and	CCONJ
fcis-11533	34	4	mining	mine	VERB
fcis-11533	34	5	a	a	DET
fcis-11533	34	6	large	large	ADJ
fcis-11533	34	7	amount	amount	NOUN
fcis-11533	34	8	of	of	ADP
fcis-11533	34	9	user	user	NOUN
fcis-11533	34	10	data	datum	NOUN
fcis-11533	34	11	,	,	PUNCT
fcis-11533	34	12	users	user	NOUN
fcis-11533	34	13	'	'	PART
fcis-11533	34	14	2	2	NUM
fcis-11533	34	15	preferences	preference	NOUN
fcis-11533	34	16	,	,	PUNCT
fcis-11533	34	17	purchasing	purchase	VERB
fcis-11533	34	18	behavior	behavior	NOUN
fcis-11533	34	19	,	,	PUNCT
fcis-11533	34	20	and	and	CCONJ
fcis-11533	34	21	consumption	consumption	NOUN
fcis-11533	34	22	habits	habit	NOUN
fcis-11533	34	23	can	can	AUX
fcis-11533	34	24	be	be	AUX
fcis-11533	34	25	revealed	reveal	VERB
fcis-11533	34	26	,	,	PUNCT
fcis-11533	34	27	in	in	ADP
fcis-11533	34	28	order	order	NOUN
fcis-11533	34	29	to	to	PART
fcis-11533	34	30	provide	provide	VERB
fcis-11533	34	31	more	more	ADV
fcis-11533	34	32	accurate	accurate	ADJ
fcis-11533	34	33	recommendations	recommendation	NOUN
fcis-11533	34	34	and	and	CCONJ
fcis-11533	34	35	marketing	marketing	NOUN
fcis-11533	34	36	strategies	strategy	NOUN
fcis-11533	34	37	for	for	ADP
fcis-11533	34	38	users	user	NOUN
fcis-11533	34	39	.	.	PUNCT
fcis-11533	35	1	secondly	secondly	ADV
fcis-11533	35	2	,	,	PUNCT
fcis-11533	35	3	user	user	NOUN
fcis-11533	35	4	behavior	behavior	NOUN
fcis-11533	35	5	analysis	analysis	NOUN
fcis-11533	35	6	is	be	AUX
fcis-11533	35	7	also	also	ADV
fcis-11533	35	8	an	an	DET
fcis-11533	35	9	important	important	ADJ
fcis-11533	35	10	aspect	aspect	NOUN
fcis-11533	35	11	of	of	ADP
fcis-11533	35	12	intelligent	intelligent	ADJ
fcis-11533	35	13	marketing	marketing	NOUN
fcis-11533	35	14	technology[3	technology[3	PRON
fcis-11533	35	15	]	]	PUNCT
fcis-11533	35	16	.	.	PUNCT
fcis-11533	36	1	by	by	ADP
fcis-11533	36	2	analyzing	analyze	VERB
fcis-11533	36	3	users	user	NOUN
fcis-11533	36	4	'	'	PART
fcis-11533	36	5	browsing	browsing	NOUN
fcis-11533	36	6	,	,	PUNCT
fcis-11533	36	7	searching	searching	NOUN
fcis-11533	36	8	,	,	PUNCT
fcis-11533	36	9	and	and	CCONJ
fcis-11533	36	10	purchasing	purchase	VERB
fcis-11533	36	11	behavior	behavior	NOUN
fcis-11533	36	12	on	on	ADP
fcis-11533	36	13	websites	website	NOUN
fcis-11533	36	14	or	or	CCONJ
fcis-11533	36	15	mobile	mobile	ADJ
fcis-11533	36	16	applications	application	NOUN
fcis-11533	36	17	,	,	PUNCT
fcis-11533	36	18	we	we	PRON
fcis-11533	36	19	can	can	AUX
fcis-11533	36	20	understand	understand	VERB
fcis-11533	36	21	their	their	PRON
fcis-11533	36	22	interests	interest	NOUN
fcis-11533	36	23	and	and	CCONJ
fcis-11533	36	24	needs	need	NOUN
fcis-11533	36	25	,	,	PUNCT
fcis-11533	36	26	and	and	CCONJ
fcis-11533	36	27	conduct	conduct	VERB
fcis-11533	36	28	personalized	personalized	ADJ
fcis-11533	36	29	recommendations	recommendation	NOUN
fcis-11533	36	30	and	and	CCONJ
fcis-11533	36	31	targeted	target	VERB
fcis-11533	36	32	marketing	marketing	NOUN
fcis-11533	36	33	.	.	PUNCT
fcis-11533	37	1	predictive	predictive	ADJ
fcis-11533	37	2	analysis	analysis	NOUN
fcis-11533	37	3	and	and	CCONJ
fcis-11533	37	4	machine	machine	NOUN
fcis-11533	37	5	learning	learning	NOUN
fcis-11533	37	6	are	be	AUX
fcis-11533	37	7	also	also	ADV
fcis-11533	37	8	key	key	ADJ
fcis-11533	37	9	components	component	NOUN
fcis-11533	37	10	of	of	ADP
fcis-11533	37	11	intelligent	intelligent	ADJ
fcis-11533	37	12	marketing	marketing	NOUN
fcis-11533	37	13	technology	technology	NOUN
fcis-11533	37	14	.	.	PUNCT
fcis-11533	38	1	by	by	ADP
fcis-11533	38	2	utilizing	utilize	VERB
fcis-11533	38	3	machine	machine	NOUN
fcis-11533	38	4	learning	learning	NOUN
fcis-11533	38	5	and	and	CCONJ
fcis-11533	38	6	prediction	prediction	NOUN
fcis-11533	38	7	algorithms	algorithm	NOUN
fcis-11533	38	8	,	,	PUNCT
fcis-11533	38	9	user	user	NOUN
fcis-11533	38	10	behavior	behavior	NOUN
fcis-11533	38	11	and	and	CCONJ
fcis-11533	38	12	trends	trend	NOUN
fcis-11533	38	13	can	can	AUX
fcis-11533	38	14	be	be	AUX
fcis-11533	38	15	predicted	predict	VERB
fcis-11533	38	16	and	and	CCONJ
fcis-11533	38	17	analyzed	analyze	VERB
fcis-11533	38	18	,	,	PUNCT
fcis-11533	38	19	and	and	CCONJ
fcis-11533	38	20	potential	potential	ADJ
fcis-11533	38	21	purchasing	purchasing	NOUN
fcis-11533	38	22	intentions	intention	NOUN
fcis-11533	38	23	and	and	CCONJ
fcis-11533	38	24	target	target	NOUN
fcis-11533	38	25	customers	customer	NOUN
fcis-11533	38	26	can	can	AUX
fcis-11533	38	27	be	be	AUX
fcis-11533	38	28	identified	identify	VERB
fcis-11533	38	29	in	in	ADP
fcis-11533	38	30	advance	advance	NOUN
fcis-11533	38	31	.	.	PUNCT
fcis-11533	39	1	in	in	ADP
fcis-11533	39	2	addition	addition	NOUN
fcis-11533	39	3	,	,	PUNCT
fcis-11533	39	4	natural	natural	ADJ
fcis-11533	39	5	language	language	NOUN
fcis-11533	39	6	processing	processing	NOUN
fcis-11533	39	7	and	and	CCONJ
fcis-11533	39	8	emotional	emotional	ADJ
fcis-11533	39	9	analysis	analysis	NOUN
fcis-11533	39	10	also	also	ADV
fcis-11533	39	11	play	play	VERB
fcis-11533	39	12	an	an	DET
fcis-11533	39	13	important	important	ADJ
fcis-11533	39	14	role	role	NOUN
fcis-11533	39	15	in	in	ADP
fcis-11533	39	16	intelligent	intelligent	ADJ
fcis-11533	39	17	marketing	marketing	NOUN
fcis-11533	39	18	technology	technology	NOUN
fcis-11533	39	19	.	.	PUNCT
fcis-11533	40	1	through	through	ADP
fcis-11533	40	2	natural	natural	ADJ
fcis-11533	40	3	language	language	NOUN
fcis-11533	40	4	processing	processing	NOUN
fcis-11533	40	5	and	and	CCONJ
fcis-11533	40	6	sentiment	sentiment	NOUN
fcis-11533	40	7	analysis	analysis	NOUN
fcis-11533	40	8	techniques	technique	NOUN
fcis-11533	40	9	,	,	PUNCT
fcis-11533	40	10	users	user	NOUN
fcis-11533	40	11	'	'	PART
fcis-11533	40	12	emotional	emotional	ADJ
fcis-11533	40	13	tendencies	tendency	NOUN
fcis-11533	40	14	and	and	CCONJ
fcis-11533	40	15	attitudes	attitude	NOUN
fcis-11533	40	16	in	in	ADP
fcis-11533	40	17	text	text	NOUN
fcis-11533	40	18	data	datum	NOUN
fcis-11533	40	19	such	such	ADJ
fcis-11533	40	20	as	as	ADP
fcis-11533	40	21	social	social	ADJ
fcis-11533	40	22	media	medium	NOUN
fcis-11533	40	23	,	,	PUNCT
fcis-11533	40	24	comments	comment	NOUN
fcis-11533	40	25	,	,	PUNCT
fcis-11533	40	26	and	and	CCONJ
fcis-11533	40	27	evaluations	evaluation	NOUN
fcis-11533	40	28	can	can	AUX
fcis-11533	40	29	be	be	AUX
fcis-11533	40	30	analyzed	analyze	VERB
fcis-11533	40	31	,	,	PUNCT
fcis-11533	40	32	providing	provide	VERB
fcis-11533	40	33	users	user	NOUN
fcis-11533	40	34	with	with	ADP
fcis-11533	40	35	feedback	feedback	NOUN
fcis-11533	40	36	and	and	CCONJ
fcis-11533	40	37	improvement	improvement	NOUN
fcis-11533	40	38	suggestions	suggestion	NOUN
fcis-11533	40	39	for	for	ADP
fcis-11533	40	40	enterprises	enterprise	NOUN
fcis-11533	40	41	,	,	PUNCT
fcis-11533	40	42	see	see	VERB
fcis-11533	40	43	figure	figure	NOUN
fcis-11533	40	44	1	1	NUM
fcis-11533	40	45	.	.	PUNCT
fcis-11533	40	46	figure	figure	NOUN
fcis-11533	40	47	1	1	NUM
fcis-11533	40	48	.	.	PUNCT
fcis-11533	41	1	intelligent	intelligent	ADJ
fcis-11533	41	2	marketing	marketing	NOUN
fcis-11533	41	3	technology	technology	NOUN
fcis-11533	41	4	2.3	2.3	NUM
fcis-11533	41	5	.	.	PUNCT
fcis-11533	42	1	the	the	DET
fcis-11533	42	2	role	role	NOUN
fcis-11533	42	3	and	and	CCONJ
fcis-11533	42	4	advantages	advantage	NOUN
fcis-11533	42	5	of	of	ADP
fcis-11533	42	6	intelligent	intelligent	ADJ
fcis-11533	42	7	marketing	marketing	NOUN
fcis-11533	42	8	technology	technology	NOUN
fcis-11533	42	9	in	in	ADP
fcis-11533	42	10	e	e	NOUN
fcis-11533	42	11	-	-	NOUN
fcis-11533	42	12	commerce	commerce	ADJ
fcis-11533	42	13	intelligent	intelligent	ADJ
fcis-11533	42	14	marketing	marketing	NOUN
fcis-11533	42	15	technology	technology	NOUN
fcis-11533	42	16	has	have	VERB
fcis-11533	42	17	many	many	ADJ
fcis-11533	42	18	advantages	advantage	NOUN
fcis-11533	42	19	and	and	CCONJ
fcis-11533	42	20	roles	role	NOUN
fcis-11533	42	21	in	in	ADP
fcis-11533	42	22	e	e	NOUN
fcis-11533	42	23	-	-	NOUN
fcis-11533	42	24	commerce	commerce	NOUN
fcis-11533	42	25	.	.	PUNCT
fcis-11533	43	1	it	it	PRON
fcis-11533	43	2	can	can	AUX
fcis-11533	43	3	achieve	achieve	VERB
fcis-11533	43	4	precise	precise	ADJ
fcis-11533	43	5	positioning	positioning	NOUN
fcis-11533	43	6	and	and	CCONJ
fcis-11533	43	7	personalized	personalized	ADJ
fcis-11533	43	8	recommendations	recommendation	NOUN
fcis-11533	43	9	,	,	PUNCT
fcis-11533	43	10	provide	provide	VERB
fcis-11533	43	11	personalized	personalized	ADJ
fcis-11533	43	12	recommendations	recommendation	NOUN
fcis-11533	43	13	and	and	CCONJ
fcis-11533	43	14	discount	discount	NOUN
fcis-11533	43	15	plans	plan	NOUN
fcis-11533	43	16	based	base	VERB
fcis-11533	43	17	on	on	ADP
fcis-11533	43	18	users	user	NOUN
fcis-11533	43	19	'	'	PART
fcis-11533	43	20	needs	need	NOUN
fcis-11533	43	21	and	and	CCONJ
fcis-11533	43	22	interests	interest	NOUN
fcis-11533	43	23	,	,	PUNCT
fcis-11533	43	24	and	and	CCONJ
fcis-11533	43	25	improve	improve	VERB
fcis-11533	43	26	their	their	PRON
fcis-11533	43	27	shopping	shopping	NOUN
fcis-11533	43	28	experience	experience	NOUN
fcis-11533	43	29	and	and	CCONJ
fcis-11533	43	30	satisfaction	satisfaction	NOUN
fcis-11533	43	31	.	.	PUNCT
fcis-11533	44	1	intelligent	intelligent	ADJ
fcis-11533	44	2	marketing	marketing	NOUN
fcis-11533	44	3	technology	technology	NOUN
fcis-11533	44	4	can	can	AUX
fcis-11533	44	5	improve	improve	VERB
fcis-11533	44	6	sales	sale	NOUN
fcis-11533	44	7	conversion	conversion	NOUN
fcis-11533	44	8	rates	rate	NOUN
fcis-11533	44	9	.	.	PUNCT
fcis-11533	45	1	by	by	ADP
fcis-11533	45	2	analyzing	analyze	VERB
fcis-11533	45	3	users	user	NOUN
fcis-11533	45	4	'	'	PART
fcis-11533	45	5	purchasing	purchasing	NOUN
fcis-11533	45	6	behavior	behavior	NOUN
fcis-11533	45	7	and	and	CCONJ
fcis-11533	45	8	historical	historical	ADJ
fcis-11533	45	9	data	datum	NOUN
fcis-11533	45	10	,	,	PUNCT
fcis-11533	45	11	predicting	predict	VERB
fcis-11533	45	12	their	their	PRON
fcis-11533	45	13	purchasing	purchase	VERB
fcis-11533	45	14	intentions	intention	NOUN
fcis-11533	45	15	,	,	PUNCT
fcis-11533	45	16	and	and	CCONJ
fcis-11533	45	17	adopting	adopt	VERB
fcis-11533	45	18	corresponding	correspond	VERB
fcis-11533	45	19	marketing	marketing	NOUN
fcis-11533	45	20	strategies	strategy	NOUN
fcis-11533	45	21	and	and	CCONJ
fcis-11533	45	22	push	push	NOUN
fcis-11533	45	23	notifications	notification	NOUN
fcis-11533	45	24	,	,	PUNCT
fcis-11533	45	25	sales	sale	NOUN
fcis-11533	45	26	conversion	conversion	NOUN
fcis-11533	45	27	rates	rate	NOUN
fcis-11533	45	28	and	and	CCONJ
fcis-11533	45	29	order	order	NOUN
fcis-11533	45	30	value	value	NOUN
fcis-11533	45	31	can	can	AUX
fcis-11533	45	32	be	be	AUX
fcis-11533	45	33	effectively	effectively	ADV
fcis-11533	45	34	improved[4	improved[4	NOUN
fcis-11533	45	35	]	]	PUNCT
fcis-11533	45	36	.	.	PUNCT
fcis-11533	46	1	intelligent	intelligent	ADJ
fcis-11533	46	2	marketing	marketing	NOUN
fcis-11533	46	3	technology	technology	NOUN
fcis-11533	46	4	can	can	AUX
fcis-11533	46	5	also	also	ADV
fcis-11533	46	6	reduce	reduce	VERB
fcis-11533	46	7	customer	customer	NOUN
fcis-11533	46	8	acquisition	acquisition	NOUN
fcis-11533	46	9	costs	cost	NOUN
fcis-11533	46	10	.	.	PUNCT
fcis-11533	47	1	through	through	ADP
fcis-11533	47	2	precise	precise	ADJ
fcis-11533	47	3	positioning	positioning	NOUN
fcis-11533	47	4	and	and	CCONJ
fcis-11533	47	5	personalized	personalized	ADJ
fcis-11533	47	6	recommendations	recommendation	NOUN
fcis-11533	47	7	,	,	PUNCT
fcis-11533	47	8	businesses	business	NOUN
fcis-11533	47	9	can	can	AUX
fcis-11533	47	10	better	well	ADV
fcis-11533	47	11	attract	attract	VERB
fcis-11533	47	12	potential	potential	ADJ
fcis-11533	47	13	customers	customer	NOUN
fcis-11533	47	14	,	,	PUNCT
fcis-11533	47	15	reduce	reduce	VERB
fcis-11533	47	16	the	the	DET
fcis-11533	47	17	cost	cost	NOUN
fcis-11533	47	18	of	of	ADP
fcis-11533	47	19	customer	customer	NOUN
fcis-11533	47	20	acquisition	acquisition	NOUN
fcis-11533	47	21	,	,	PUNCT
fcis-11533	47	22	and	and	CCONJ
fcis-11533	47	23	improve	improve	VERB
fcis-11533	47	24	market	market	NOUN
fcis-11533	47	25	competitiveness	competitiveness	NOUN
fcis-11533	47	26	.	.	PUNCT
fcis-11533	48	1	intelligent	intelligent	ADJ
fcis-11533	48	2	marketing	marketing	NOUN
fcis-11533	48	3	technology	technology	NOUN
fcis-11533	48	4	can	can	AUX
fcis-11533	48	5	help	help	VERB
fcis-11533	48	6	businesses	business	NOUN
fcis-11533	48	7	establish	establish	VERB
fcis-11533	48	8	good	good	ADJ
fcis-11533	48	9	customer	customer	NOUN
fcis-11533	48	10	relationships	relationship	NOUN
fcis-11533	48	11	.	.	PUNCT
fcis-11533	49	1	through	through	ADP
fcis-11533	49	2	personalized	personalized	ADJ
fcis-11533	49	3	marketing	marketing	NOUN
fcis-11533	49	4	and	and	CCONJ
fcis-11533	49	5	care	care	NOUN
fcis-11533	49	6	,	,	PUNCT
fcis-11533	49	7	businesses	business	NOUN
fcis-11533	49	8	can	can	AUX
fcis-11533	49	9	improve	improve	VERB
fcis-11533	49	10	customer	customer	NOUN
fcis-11533	49	11	loyalty	loyalty	NOUN
fcis-11533	49	12	and	and	CCONJ
fcis-11533	49	13	repurchase	repurchase	NOUN
fcis-11533	49	14	rates	rate	NOUN
fcis-11533	49	15	,	,	PUNCT
fcis-11533	49	16	achieving	achieve	VERB
fcis-11533	49	17	long	long	ADJ
fcis-11533	49	18	-	-	PUNCT
fcis-11533	49	19	term	term	NOUN
fcis-11533	49	20	stable	stable	ADJ
fcis-11533	49	21	business	business	NOUN
fcis-11533	49	22	growth	growth	NOUN
fcis-11533	49	23	.	.	PUNCT
fcis-11533	50	1	3	3	X
fcis-11533	50	2	.	.	X
fcis-11533	50	3	principles	principle	NOUN
fcis-11533	50	4	and	and	CCONJ
fcis-11533	50	5	algorithms	algorithm	NOUN
fcis-11533	50	6	of	of	ADP
fcis-11533	50	7	personalized	personalized	ADJ
fcis-11533	50	8	recommendation	recommendation	NOUN
fcis-11533	50	9	systems	system	NOUN
fcis-11533	50	10	3.1	3.1	NUM
fcis-11533	50	11	.	.	PUNCT
fcis-11533	51	1	definition	definition	NOUN
fcis-11533	51	2	and	and	CCONJ
fcis-11533	51	3	function	function	NOUN
fcis-11533	51	4	of	of	ADP
fcis-11533	51	5	personalized	personalized	ADJ
fcis-11533	51	6	recommendation	recommendation	NOUN
fcis-11533	51	7	system	system	NOUN
fcis-11533	51	8	personalized	personalize	VERB
fcis-11533	51	9	recommendation	recommendation	NOUN
fcis-11533	51	10	system	system	NOUN
fcis-11533	51	11	is	be	AUX
fcis-11533	51	12	a	a	DET
fcis-11533	51	13	system	system	NOUN
fcis-11533	51	14	that	that	PRON
fcis-11533	51	15	utilizes	utilize	VERB
fcis-11533	51	16	users	user	NOUN
fcis-11533	51	17	'	'	PART
fcis-11533	51	18	historical	historical	ADJ
fcis-11533	51	19	behavior	behavior	NOUN
fcis-11533	51	20	data	datum	NOUN
fcis-11533	51	21	,	,	PUNCT
fcis-11533	51	22	preferences	preference	NOUN
fcis-11533	51	23	,	,	PUNCT
fcis-11533	51	24	and	and	CCONJ
fcis-11533	51	25	other	other	ADJ
fcis-11533	51	26	related	related	ADJ
fcis-11533	51	27	information	information	NOUN
fcis-11533	51	28	to	to	PART
fcis-11533	51	29	provide	provide	VERB
fcis-11533	51	30	personalized	personalized	ADJ
fcis-11533	51	31	recommendation	recommendation	NOUN
fcis-11533	51	32	content	content	NOUN
fcis-11533	51	33	to	to	ADP
fcis-11533	51	34	users[5	users[5	NOUN
fcis-11533	51	35	]	]	PUNCT
fcis-11533	51	36	.	.	PUNCT
fcis-11533	52	1	its	its	PRON
fcis-11533	52	2	main	main	ADJ
fcis-11533	52	3	function	function	NOUN
fcis-11533	52	4	is	be	AUX
fcis-11533	52	5	to	to	PART
fcis-11533	52	6	recommend	recommend	VERB
fcis-11533	52	7	items	item	NOUN
fcis-11533	52	8	,	,	PUNCT
fcis-11533	52	9	content	content	NOUN
fcis-11533	52	10	,	,	PUNCT
fcis-11533	52	11	or	or	CCONJ
fcis-11533	52	12	services	service	NOUN
fcis-11533	52	13	that	that	PRON
fcis-11533	52	14	may	may	AUX
fcis-11533	52	15	be	be	AUX
fcis-11533	52	16	of	of	ADP
fcis-11533	52	17	interest	interest	NOUN
fcis-11533	52	18	to	to	ADP
fcis-11533	52	19	users	user	NOUN
fcis-11533	52	20	based	base	VERB
fcis-11533	52	21	on	on	ADP
fcis-11533	52	22	their	their	PRON
fcis-11533	52	23	interests	interest	NOUN
fcis-11533	52	24	and	and	CCONJ
fcis-11533	52	25	needs	need	NOUN
fcis-11533	52	26	,	,	PUNCT
fcis-11533	52	27	providing	provide	VERB
fcis-11533	52	28	a	a	DET
fcis-11533	52	29	better	well	ADJ
fcis-11533	52	30	user	user	NOUN
fcis-11533	52	31	experience	experience	NOUN
fcis-11533	52	32	and	and	CCONJ
fcis-11533	52	33	enhancing	enhance	VERB
fcis-11533	52	34	user	user	NOUN
fcis-11533	52	35	engagement	engagement	NOUN
fcis-11533	52	36	,	,	PUNCT
fcis-11533	52	37	see	see	VERB
fcis-11533	52	38	table	table	NOUN
fcis-11533	52	39	1	1	NUM
fcis-11533	52	40	.	.	PUNCT
fcis-11533	52	41	table	table	NOUN
fcis-11533	52	42	1	1	NUM
fcis-11533	52	43	.	.	PUNCT
fcis-11533	52	44	personalized	personalize	VERB
fcis-11533	52	45	recommendation	recommendation	NOUN
fcis-11533	52	46	function	function	NOUN
fcis-11533	52	47	aspects	aspect	NOUN
fcis-11533	52	48	of	of	ADP
fcis-11533	52	49	personalized	personalized	ADJ
fcis-11533	52	50	recommendation	recommendation	NOUN
fcis-11533	52	51	system	system	NOUN
fcis-11533	52	52	description	description	NOUN
fcis-11533	52	53	utilizes	utilize	VERB
fcis-11533	52	54	user	user	NOUN
fcis-11533	52	55	data	datum	NOUN
fcis-11533	52	56	the	the	DET
fcis-11533	52	57	system	system	NOUN
fcis-11533	52	58	collects	collect	VERB
fcis-11533	52	59	and	and	CCONJ
fcis-11533	52	60	analyzes	analyze	VERB
fcis-11533	52	61	users	user	NOUN
fcis-11533	52	62	’	’	PART
fcis-11533	52	63	historical	historical	ADJ
fcis-11533	52	64	behavior	behavior	NOUN
fcis-11533	52	65	data	datum	NOUN
fcis-11533	52	66	,	,	PUNCT
fcis-11533	52	67	preferences	preference	NOUN
fcis-11533	52	68	,	,	PUNCT
fcis-11533	52	69	and	and	CCONJ
fcis-11533	52	70	other	other	ADJ
fcis-11533	52	71	related	related	ADJ
fcis-11533	52	72	information	information	NOUN
fcis-11533	52	73	to	to	PART
fcis-11533	52	74	understand	understand	VERB
fcis-11533	52	75	their	their	PRON
fcis-11533	52	76	interests	interest	NOUN
fcis-11533	52	77	and	and	CCONJ
fcis-11533	52	78	needs	need	NOUN
fcis-11533	52	79	.	.	PUNCT
fcis-11533	53	1	recommends	recommend	VERB
fcis-11533	53	2	relevant	relevant	ADJ
fcis-11533	53	3	items	item	NOUN
fcis-11533	53	4	based	base	VERB
fcis-11533	53	5	on	on	ADP
fcis-11533	53	6	the	the	DET
fcis-11533	53	7	user	user	NOUN
fcis-11533	53	8	data	datum	NOUN
fcis-11533	53	9	analysis	analysis	NOUN
fcis-11533	53	10	,	,	PUNCT
fcis-11533	53	11	the	the	DET
fcis-11533	53	12	system	system	NOUN
fcis-11533	53	13	recommends	recommend	VERB
fcis-11533	53	14	items	item	NOUN
fcis-11533	53	15	,	,	PUNCT
fcis-11533	53	16	content	content	NOUN
fcis-11533	53	17	,	,	PUNCT
fcis-11533	53	18	or	or	CCONJ
fcis-11533	53	19	services	service	NOUN
fcis-11533	53	20	that	that	PRON
fcis-11533	53	21	align	align	VERB
fcis-11533	53	22	with	with	ADP
fcis-11533	53	23	the	the	DET
fcis-11533	53	24	user	user	NOUN
fcis-11533	53	25	’s	’s	PART
fcis-11533	53	26	interests	interest	NOUN
fcis-11533	53	27	and	and	CCONJ
fcis-11533	53	28	preferences	preference	NOUN
fcis-11533	53	29	,	,	PUNCT
fcis-11533	53	30	increasing	increase	VERB
fcis-11533	53	31	the	the	DET
fcis-11533	53	32	chances	chance	NOUN
fcis-11533	53	33	of	of	ADP
fcis-11533	53	34	a	a	DET
fcis-11533	53	35	successful	successful	ADJ
fcis-11533	53	36	recommendation	recommendation	NOUN
fcis-11533	53	37	.	.	PUNCT
fcis-11533	54	1	enhances	enhance	VERB
fcis-11533	54	2	user	user	NOUN
fcis-11533	54	3	experience	experience	NOUN
fcis-11533	54	4	by	by	ADP
fcis-11533	54	5	providing	provide	VERB
fcis-11533	54	6	tailored	tailored	ADJ
fcis-11533	54	7	recommendations	recommendation	NOUN
fcis-11533	54	8	,	,	PUNCT
fcis-11533	54	9	the	the	DET
fcis-11533	54	10	system	system	NOUN
fcis-11533	54	11	enhances	enhance	VERB
fcis-11533	54	12	the	the	DET
fcis-11533	54	13	user	user	NOUN
fcis-11533	54	14	’s	’s	NOUN
fcis-11533	54	15	browsing	browse	VERB
fcis-11533	54	16	or	or	CCONJ
fcis-11533	54	17	shopping	shopping	NOUN
fcis-11533	54	18	experience	experience	NOUN
fcis-11533	54	19	,	,	PUNCT
fcis-11533	54	20	making	make	VERB
fcis-11533	54	21	it	it	PRON
fcis-11533	54	22	more	more	ADV
fcis-11533	54	23	personalized	personalized	ADJ
fcis-11533	54	24	and	and	CCONJ
fcis-11533	54	25	enjoyable	enjoyable	ADJ
fcis-11533	54	26	.	.	PUNCT
fcis-11533	55	1	increases	increase	VERB
fcis-11533	55	2	user	user	NOUN
fcis-11533	55	3	engagement	engagement	NOUN
fcis-11533	55	4	personalized	personalize	VERB
fcis-11533	55	5	recommendations	recommendation	NOUN
fcis-11533	55	6	increase	increase	VERB
fcis-11533	55	7	user	user	NOUN
fcis-11533	55	8	engagement	engagement	NOUN
fcis-11533	55	9	by	by	ADP
fcis-11533	55	10	offering	offer	VERB
fcis-11533	55	11	content	content	NOUN
fcis-11533	55	12	or	or	CCONJ
fcis-11533	55	13	products	product	NOUN
fcis-11533	55	14	that	that	PRON
fcis-11533	55	15	are	be	AUX
fcis-11533	55	16	more	more	ADV
fcis-11533	55	17	likely	likely	ADJ
fcis-11533	55	18	to	to	PART
fcis-11533	55	19	capture	capture	VERB
fcis-11533	55	20	the	the	DET
fcis-11533	55	21	user	user	NOUN
fcis-11533	55	22	’s	’s	PART
fcis-11533	55	23	interest	interest	NOUN
fcis-11533	55	24	and	and	CCONJ
fcis-11533	55	25	encourage	encourage	VERB
fcis-11533	55	26	further	further	ADJ
fcis-11533	55	27	interaction	interaction	NOUN
fcis-11533	55	28	.	.	PUNCT
fcis-11533	56	1	3.2	3.2	NUM
fcis-11533	56	2	.	.	X
fcis-11533	56	3	content	content	NOUN
fcis-11533	56	4	based	base	VERB
fcis-11533	56	5	recommendation	recommendation	NOUN
fcis-11533	56	6	algorithm	algorithm	NOUN
fcis-11533	56	7	content	content	NOUN
fcis-11533	56	8	based	base	VERB
fcis-11533	56	9	recommendation	recommendation	NOUN
fcis-11533	56	10	algorithms	algorithm	NOUN
fcis-11533	56	11	utilize	utilize	VERB
fcis-11533	56	12	the	the	DET
fcis-11533	56	13	feature	feature	NOUN
fcis-11533	56	14	information	information	NOUN
fcis-11533	56	15	of	of	ADP
fcis-11533	56	16	items	item	NOUN
fcis-11533	56	17	(	(	PUNCT
fcis-11533	56	18	such	such	ADJ
fcis-11533	56	19	as	as	ADP
fcis-11533	56	20	products	product	NOUN
fcis-11533	56	21	,	,	PUNCT
fcis-11533	56	22	articles	article	NOUN
fcis-11533	56	23	,	,	PUNCT
fcis-11533	56	24	music	music	NOUN
fcis-11533	56	25	,	,	PUNCT
fcis-11533	56	26	etc	etc	X
fcis-11533	56	27	.	.	X
fcis-11533	56	28	)	)	PUNCT
fcis-11533	56	29	to	to	PART
fcis-11533	56	30	match	match	VERB
fcis-11533	56	31	user	user	NOUN
fcis-11533	56	32	preferences	preference	NOUN
fcis-11533	56	33	and	and	CCONJ
fcis-11533	56	34	recommend	recommend	VERB
fcis-11533	56	35	similar	similar	ADJ
fcis-11533	56	36	types	type	NOUN
fcis-11533	56	37	of	of	ADP
fcis-11533	56	38	items	item	NOUN
fcis-11533	56	39	to	to	ADP
fcis-11533	56	40	users	user	NOUN
fcis-11533	56	41	.	.	PUNCT
fcis-11533	57	1	the	the	DET
fcis-11533	57	2	basic	basic	ADJ
fcis-11533	57	3	idea	idea	NOUN
fcis-11533	57	4	of	of	ADP
fcis-11533	57	5	the	the	DET
fcis-11533	57	6	algorithm	algorithm	NOUN
fcis-11533	57	7	is	be	AUX
fcis-11533	57	8	to	to	PART
fcis-11533	57	9	analyze	analyze	VERB
fcis-11533	57	10	the	the	DET
fcis-11533	57	11	attributes	attribute	NOUN
fcis-11533	57	12	and	and	CCONJ
fcis-11533	57	13	features	feature	NOUN
fcis-11533	57	14	of	of	ADP
fcis-11533	57	15	an	an	DET
fcis-11533	57	16	item	item	NOUN
fcis-11533	57	17	,	,	PUNCT
fcis-11533	57	18	construct	construct	VERB
fcis-11533	57	19	a	a	DET
fcis-11533	57	20	description	description	NOUN
fcis-11533	57	21	model	model	NOUN
fcis-11533	57	22	of	of	ADP
fcis-11533	57	23	the	the	DET
fcis-11533	57	24	item	item	NOUN
fcis-11533	57	25	,	,	PUNCT
fcis-11533	57	26	and	and	CCONJ
fcis-11533	57	27	then	then	ADV
fcis-11533	57	28	match	match	VERB
fcis-11533	57	29	similar	similar	ADJ
fcis-11533	57	30	items	item	NOUN
fcis-11533	57	31	for	for	ADP
fcis-11533	57	32	recommendation	recommendation	NOUN
fcis-11533	57	33	based	base	VERB
fcis-11533	57	34	on	on	ADP
fcis-11533	57	35	user	user	NOUN
fcis-11533	57	36	preferences	preference	NOUN
fcis-11533	57	37	and	and	CCONJ
fcis-11533	57	38	historical	historical	ADJ
fcis-11533	57	39	behavior	behavior	NOUN
fcis-11533	57	40	.	.	PUNCT
fcis-11533	58	1	this	this	DET
fcis-11533	58	2	algorithm	algorithm	NOUN
fcis-11533	58	3	is	be	AUX
fcis-11533	58	4	suitable	suitable	ADJ
fcis-11533	58	5	for	for	ADP
fcis-11533	58	6	scenarios	scenario	NOUN
fcis-11533	58	7	where	where	SCONJ
fcis-11533	58	8	items	item	NOUN
fcis-11533	58	9	have	have	VERB
fcis-11533	58	10	clear	clear	ADJ
fcis-11533	58	11	features	feature	NOUN
fcis-11533	58	12	and	and	CCONJ
fcis-11533	58	13	descriptions	description	NOUN
fcis-11533	58	14	,	,	PUNCT
fcis-11533	58	15	such	such	ADJ
fcis-11533	58	16	as	as	ADP
fcis-11533	58	17	movie	movie	NOUN
fcis-11533	58	18	classification	classification	NOUN
fcis-11533	58	19	,	,	PUNCT
fcis-11533	58	20	product	product	NOUN
fcis-11533	58	21	labeling	labeling	NOUN
fcis-11533	58	22	,	,	PUNCT
fcis-11533	58	23	etc	etc	X
fcis-11533	58	24	.	.	X
fcis-11533	59	1	[	[	X
fcis-11533	59	2	6	6	NUM
fcis-11533	59	3	]	]	PUNCT
fcis-11533	59	4	.	.	PUNCT
fcis-11533	60	1	3.3	3.3	NUM
fcis-11533	60	2	.	.	PUNCT
fcis-11533	61	1	collaborative	collaborative	ADJ
fcis-11533	61	2	filtering	filtering	NOUN
fcis-11533	61	3	recommendation	recommendation	NOUN
fcis-11533	61	4	algorithm	algorithm	PROPN
fcis-11533	61	5	collaborative	collaborative	ADJ
fcis-11533	61	6	filtering	filtering	NOUN
fcis-11533	61	7	is	be	AUX
fcis-11533	61	8	a	a	DET
fcis-11533	61	9	commonly	commonly	ADV
fcis-11533	61	10	used	use	VERB
fcis-11533	61	11	recommendation	recommendation	NOUN
fcis-11533	61	12	algorithm	algorithm	NOUN
fcis-11533	61	13	based	base	VERB
fcis-11533	61	14	on	on	ADP
fcis-11533	61	15	user	user	NOUN
fcis-11533	61	16	behavior	behavior	NOUN
fcis-11533	61	17	.	.	PUNCT
fcis-11533	62	1	its	its	PRON
fcis-11533	62	2	basic	basic	ADJ
fcis-11533	62	3	principle	principle	NOUN
fcis-11533	62	4	is	be	AUX
fcis-11533	62	5	to	to	PART
fcis-11533	62	6	find	find	VERB
fcis-11533	62	7	similarities	similarity	NOUN
fcis-11533	62	8	between	between	ADP
fcis-11533	62	9	users	user	NOUN
fcis-11533	62	10	or	or	CCONJ
fcis-11533	62	11	items	item	NOUN
fcis-11533	62	12	,	,	PUNCT
fcis-11533	62	13	and	and	CCONJ
fcis-11533	62	14	recommend	recommend	VERB
fcis-11533	62	15	other	other	ADJ
fcis-11533	62	16	users	user	NOUN
fcis-11533	62	17	or	or	CCONJ
fcis-11533	62	18	items	item	NOUN
fcis-11533	62	19	with	with	ADP
fcis-11533	62	20	similar	similar	ADJ
fcis-11533	62	21	interests	interest	NOUN
fcis-11533	62	22	to	to	ADP
fcis-11533	62	23	users	user	NOUN
fcis-11533	62	24	.	.	PUNCT
fcis-11533	63	1	collaborative	collaborative	ADJ
fcis-11533	63	2	filtering	filter	VERB
fcis-11533	63	3	algorithms	algorithm	NOUN
fcis-11533	63	4	are	be	AUX
fcis-11533	63	5	mainly	mainly	ADV
fcis-11533	63	6	divided	divide	VERB
fcis-11533	63	7	into	into	ADP
fcis-11533	63	8	two	two	NUM
fcis-11533	63	9	categories	category	NOUN
fcis-11533	63	10	:	:	PUNCT
fcis-11533	63	11	user	user	NOUN
fcis-11533	63	12	based	base	VERB
fcis-11533	63	13	collaborative	collaborative	ADJ
fcis-11533	63	14	filtering	filtering	NOUN
fcis-11533	63	15	and	and	CCONJ
fcis-11533	63	16	item	item	NOUN
fcis-11533	63	17	based	base	VERB
fcis-11533	63	18	collaborative	collaborative	ADJ
fcis-11533	63	19	filtering	filtering	NOUN
fcis-11533	63	20	.	.	PUNCT
fcis-11533	64	1	based	base	VERB
fcis-11533	64	2	on	on	ADP
fcis-11533	64	3	user	user	NOUN
fcis-11533	64	4	collaborative	collaborative	PROPN
fcis-11533	64	5	filtering	filtering	NOUN
fcis-11533	64	6	,	,	PUNCT
fcis-11533	64	7	identify	identify	VERB
fcis-11533	64	8	other	other	ADJ
fcis-11533	64	9	users	user	NOUN
fcis-11533	64	10	with	with	ADP
fcis-11533	64	11	similar	similar	ADJ
fcis-11533	64	12	interests	interest	NOUN
fcis-11533	64	13	to	to	ADP
fcis-11533	64	14	the	the	DET
fcis-11533	64	15	target	target	NOUN
fcis-11533	64	16	user	user	NOUN
fcis-11533	64	17	and	and	CCONJ
fcis-11533	64	18	recommend	recommend	VERB
fcis-11533	64	19	their	their	PRON
fcis-11533	64	20	favorite	favorite	ADJ
fcis-11533	64	21	items	item	NOUN
fcis-11533	64	22	;	;	PUNCT
fcis-11533	64	23	collaborative	collaborative	ADJ
fcis-11533	64	24	filtering	filtering	NOUN
fcis-11533	64	25	based	base	VERB
fcis-11533	64	26	on	on	ADP
fcis-11533	64	27	items	item	NOUN
fcis-11533	64	28	identifies	identify	VERB
fcis-11533	64	29	other	other	ADJ
fcis-11533	64	30	items	item	NOUN
fcis-11533	64	31	that	that	PRON
fcis-11533	64	32	are	be	AUX
fcis-11533	64	33	similar	similar	ADJ
fcis-11533	64	34	to	to	ADP
fcis-11533	64	35	the	the	DET
fcis-11533	64	36	items	item	NOUN
fcis-11533	64	37	the	the	DET
fcis-11533	64	38	3	3	NUM
fcis-11533	64	39	user	user	NOUN
fcis-11533	64	40	likes	like	NOUN
fcis-11533	64	41	and	and	CCONJ
fcis-11533	64	42	recommends	recommend	VERB
fcis-11533	64	43	them	they	PRON
fcis-11533	64	44	to	to	ADP
fcis-11533	64	45	the	the	DET
fcis-11533	64	46	user	user	NOUN
fcis-11533	64	47	.	.	PUNCT
fcis-11533	65	1	3.4	3.4	NUM
fcis-11533	65	2	.	.	PUNCT
fcis-11533	65	3	hybrid	hybrid	ADJ
fcis-11533	65	4	recommendation	recommendation	NOUN
fcis-11533	65	5	algorithm	algorithm	NOUN
fcis-11533	65	6	the	the	DET
fcis-11533	65	7	hybrid	hybrid	ADJ
fcis-11533	65	8	recommendation	recommendation	NOUN
fcis-11533	65	9	algorithm	algorithm	NOUN
fcis-11533	65	10	combines	combine	VERB
fcis-11533	65	11	various	various	ADJ
fcis-11533	65	12	types	type	NOUN
fcis-11533	65	13	of	of	ADP
fcis-11533	65	14	recommendation	recommendation	NOUN
fcis-11533	65	15	algorithms	algorithm	NOUN
fcis-11533	65	16	,	,	PUNCT
fcis-11533	65	17	comprehensively	comprehensively	ADV
fcis-11533	65	18	utilizing	utilize	VERB
fcis-11533	65	19	their	their	PRON
fcis-11533	65	20	advantages	advantage	NOUN
fcis-11533	65	21	to	to	PART
fcis-11533	65	22	improve	improve	VERB
fcis-11533	65	23	recommendation	recommendation	NOUN
fcis-11533	65	24	effectiveness	effectiveness	NOUN
fcis-11533	65	25	and	and	CCONJ
fcis-11533	65	26	accuracy	accuracy	NOUN
fcis-11533	65	27	.	.	PUNCT
fcis-11533	66	1	hybrid	hybrid	ADJ
fcis-11533	66	2	recommendation	recommendation	NOUN
fcis-11533	66	3	algorithms	algorithm	NOUN
fcis-11533	66	4	can	can	AUX
fcis-11533	66	5	be	be	AUX
fcis-11533	66	6	combined	combine	VERB
fcis-11533	66	7	through	through	ADP
fcis-11533	66	8	weighted	weight	VERB
fcis-11533	66	9	fusion	fusion	NOUN
fcis-11533	66	10	,	,	PUNCT
fcis-11533	66	11	parallel	parallel	ADJ
fcis-11533	66	12	operation	operation	NOUN
fcis-11533	66	13	,	,	PUNCT
fcis-11533	66	14	or	or	CCONJ
fcis-11533	66	15	serial	serial	ADJ
fcis-11533	66	16	operation	operation	NOUN
fcis-11533	66	17	.	.	PUNCT
fcis-11533	67	1	for	for	ADP
fcis-11533	67	2	example	example	NOUN
fcis-11533	67	3	,	,	PUNCT
fcis-11533	67	4	content	content	NOUN
fcis-11533	67	5	-	-	PUNCT
fcis-11533	67	6	based	base	VERB
fcis-11533	67	7	recommendation	recommendation	NOUN
fcis-11533	67	8	algorithms	algorithm	NOUN
fcis-11533	67	9	and	and	CCONJ
fcis-11533	67	10	collaborative	collaborative	ADJ
fcis-11533	67	11	filtering	filter	VERB
fcis-11533	67	12	algorithms	algorithm	NOUN
fcis-11533	67	13	can	can	AUX
fcis-11533	67	14	be	be	AUX
fcis-11533	67	15	combined	combine	VERB
fcis-11533	67	16	,	,	PUNCT
fcis-11533	67	17	while	while	SCONJ
fcis-11533	67	18	utilizing	utilize	VERB
fcis-11533	67	19	item	item	NOUN
fcis-11533	67	20	feature	feature	NOUN
fcis-11533	67	21	information	information	NOUN
fcis-11533	67	22	and	and	CCONJ
fcis-11533	67	23	user	user	NOUN
fcis-11533	67	24	behavior	behavior	NOUN
fcis-11533	67	25	data	datum	NOUN
fcis-11533	67	26	for	for	ADP
fcis-11533	67	27	recommendation	recommendation	NOUN
fcis-11533	67	28	.	.	PUNCT
fcis-11533	68	1	4	4	X
fcis-11533	68	2	.	.	X
fcis-11533	68	3	application	application	NOUN
fcis-11533	68	4	of	of	ADP
fcis-11533	68	5	personalized	personalized	ADJ
fcis-11533	68	6	recommendation	recommendation	NOUN
fcis-11533	68	7	system	system	NOUN
fcis-11533	68	8	in	in	ADP
fcis-11533	68	9	ecommerce	ecommerce	NOUN
fcis-11533	68	10	4.1	4.1	NUM
fcis-11533	68	11	.	.	PUNCT
fcis-11533	68	12	personalized	personalize	VERB
fcis-11533	68	13	product	product	NOUN
fcis-11533	68	14	recommendation	recommendation	NOUN
fcis-11533	68	15	personalization	personalization	NOUN
fcis-11533	68	16	product	product	NOUN
fcis-11533	68	17	recommendation	recommendation	NOUN
fcis-11533	68	18	is	be	AUX
fcis-11533	68	19	one	one	NUM
fcis-11533	68	20	of	of	ADP
fcis-11533	68	21	the	the	DET
fcis-11533	68	22	most	most	ADV
fcis-11533	68	23	common	common	ADJ
fcis-11533	68	24	applications	application	NOUN
fcis-11533	68	25	in	in	ADP
fcis-11533	68	26	e	e	NOUN
fcis-11533	68	27	-	-	NOUN
fcis-11533	68	28	commerce	commerce	NOUN
fcis-11533	68	29	.	.	PUNCT
fcis-11533	69	1	by	by	ADP
fcis-11533	69	2	analyzing	analyze	VERB
fcis-11533	69	3	users	user	NOUN
fcis-11533	69	4	'	'	PART
fcis-11533	69	5	historical	historical	ADJ
fcis-11533	69	6	purchase	purchase	NOUN
fcis-11533	69	7	records	record	NOUN
fcis-11533	69	8	,	,	PUNCT
fcis-11533	69	9	browsing	browse	VERB
fcis-11533	69	10	behavior	behavior	NOUN
fcis-11533	69	11	,	,	PUNCT
fcis-11533	69	12	preferences	preference	NOUN
fcis-11533	69	13	,	,	PUNCT
fcis-11533	69	14	and	and	CCONJ
fcis-11533	69	15	other	other	ADJ
fcis-11533	69	16	information	information	NOUN
fcis-11533	69	17	,	,	PUNCT
fcis-11533	69	18	personalized	personalized	ADJ
fcis-11533	69	19	recommendation	recommendation	NOUN
fcis-11533	69	20	systems	system	NOUN
fcis-11533	69	21	can	can	AUX
fcis-11533	69	22	recommend	recommend	VERB
fcis-11533	69	23	products	product	NOUN
fcis-11533	69	24	that	that	SCONJ
fcis-11533	69	25	users	user	NOUN
fcis-11533	69	26	may	may	AUX
fcis-11533	69	27	be	be	AUX
fcis-11533	69	28	interested	interested	ADJ
fcis-11533	69	29	in	in	ADP
fcis-11533	69	30	.	.	PUNCT
fcis-11533	70	1	such	such	ADJ
fcis-11533	70	2	recommendations	recommendation	NOUN
fcis-11533	70	3	can	can	AUX
fcis-11533	70	4	improve	improve	VERB
fcis-11533	70	5	users	user	NOUN
fcis-11533	70	6	'	'	PART
fcis-11533	70	7	shopping	shopping	NOUN
fcis-11533	70	8	experience	experience	NOUN
fcis-11533	70	9	,	,	PUNCT
fcis-11533	70	10	increase	increase	VERB
fcis-11533	70	11	user	user	NOUN
fcis-11533	70	12	satisfaction	satisfaction	NOUN
fcis-11533	70	13	,	,	PUNCT
fcis-11533	70	14	and	and	CCONJ
fcis-11533	70	15	help	help	VERB
fcis-11533	70	16	increase	increase	VERB
fcis-11533	70	17	the	the	DET
fcis-11533	70	18	sales	sale	NOUN
fcis-11533	70	19	and	and	CCONJ
fcis-11533	70	20	conversion	conversion	NOUN
fcis-11533	70	21	rate	rate	NOUN
fcis-11533	70	22	of	of	ADP
fcis-11533	70	23	e	e	PROPN
fcis-11533	70	24	-	-	NOUN
fcis-11533	70	25	commerce	commerce	NOUN
fcis-11533	70	26	platforms	platform	NOUN
fcis-11533	70	27	.	.	PUNCT
fcis-11533	71	1	4.2	4.2	NUM
fcis-11533	71	2	.	.	PUNCT
fcis-11533	71	3	personalized	personalize	VERB
fcis-11533	71	4	coupons	coupon	NOUN
fcis-11533	71	5	and	and	CCONJ
fcis-11533	71	6	promotional	promotional	ADJ
fcis-11533	71	7	activity	activity	NOUN
fcis-11533	71	8	recommendations	recommendation	NOUN
fcis-11533	71	9	the	the	DET
fcis-11533	71	10	personalized	personalized	ADJ
fcis-11533	71	11	recommendation	recommendation	NOUN
fcis-11533	71	12	system	system	NOUN
fcis-11533	71	13	can	can	AUX
fcis-11533	71	14	customize	customize	VERB
fcis-11533	71	15	personalized	personalized	ADJ
fcis-11533	71	16	coupons	coupon	NOUN
fcis-11533	71	17	and	and	CCONJ
fcis-11533	71	18	promotional	promotional	ADJ
fcis-11533	71	19	activities	activity	NOUN
fcis-11533	71	20	for	for	ADP
fcis-11533	71	21	users	user	NOUN
fcis-11533	71	22	based	base	VERB
fcis-11533	71	23	on	on	ADP
fcis-11533	71	24	their	their	PRON
fcis-11533	71	25	purchase	purchase	NOUN
fcis-11533	71	26	history	history	NOUN
fcis-11533	71	27	,	,	PUNCT
fcis-11533	71	28	preferences	preference	NOUN
fcis-11533	71	29	,	,	PUNCT
fcis-11533	71	30	and	and	CCONJ
fcis-11533	71	31	needs	need	NOUN
fcis-11533	71	32	.	.	PUNCT
fcis-11533	72	1	by	by	ADP
fcis-11533	72	2	pushing	push	VERB
fcis-11533	72	3	coupons	coupon	NOUN
fcis-11533	72	4	and	and	CCONJ
fcis-11533	72	5	promotional	promotional	ADJ
fcis-11533	72	6	information	information	NOUN
fcis-11533	72	7	tailored	tailor	VERB
fcis-11533	72	8	to	to	ADP
fcis-11533	72	9	users	user	NOUN
fcis-11533	72	10	'	'	PART
fcis-11533	72	11	preferences	preference	NOUN
fcis-11533	72	12	and	and	CCONJ
fcis-11533	72	13	needs	need	NOUN
fcis-11533	72	14	,	,	PUNCT
fcis-11533	72	15	e	e	NOUN
fcis-11533	72	16	-	-	NOUN
fcis-11533	72	17	commerce	commerce	NOUN
fcis-11533	72	18	platforms	platform	NOUN
fcis-11533	72	19	can	can	AUX
fcis-11533	72	20	increase	increase	VERB
fcis-11533	72	21	their	their	PRON
fcis-11533	72	22	engagement	engagement	NOUN
fcis-11533	72	23	and	and	CCONJ
fcis-11533	72	24	loyalty	loyalty	NOUN
fcis-11533	72	25	,	,	PUNCT
fcis-11533	72	26	and	and	CCONJ
fcis-11533	72	27	promote	promote	VERB
fcis-11533	72	28	their	their	PRON
fcis-11533	72	29	purchases	purchase	NOUN
fcis-11533	72	30	.	.	PUNCT
fcis-11533	73	1	4.3	4.3	NUM
fcis-11533	73	2	.	.	PUNCT
fcis-11533	73	3	personalized	personalize	VERB
fcis-11533	73	4	search	search	NOUN
fcis-11533	73	5	and	and	CCONJ
fcis-11533	73	6	browsing	browse	VERB
fcis-11533	73	7	experience	experience	NOUN
fcis-11533	73	8	the	the	DET
fcis-11533	73	9	personalized	personalized	ADJ
fcis-11533	73	10	recommendation	recommendation	NOUN
fcis-11533	73	11	system	system	NOUN
fcis-11533	73	12	can	can	AUX
fcis-11533	73	13	also	also	ADV
fcis-11533	73	14	be	be	AUX
fcis-11533	73	15	applied	apply	VERB
fcis-11533	73	16	to	to	ADP
fcis-11533	73	17	the	the	DET
fcis-11533	73	18	search	search	NOUN
fcis-11533	73	19	and	and	CCONJ
fcis-11533	73	20	browsing	browse	VERB
fcis-11533	73	21	functions	function	NOUN
fcis-11533	73	22	of	of	ADP
fcis-11533	73	23	e	e	NOUN
fcis-11533	73	24	-	-	NOUN
fcis-11533	73	25	commerce	commerce	NOUN
fcis-11533	73	26	platforms	platform	NOUN
fcis-11533	73	27	to	to	PART
fcis-11533	73	28	provide	provide	VERB
fcis-11533	73	29	better	well	ADJ
fcis-11533	73	30	search	search	NOUN
fcis-11533	73	31	results	result	NOUN
fcis-11533	73	32	and	and	CCONJ
fcis-11533	73	33	browsing	browse	VERB
fcis-11533	73	34	experience	experience	NOUN
fcis-11533	73	35	.	.	PUNCT
fcis-11533	74	1	by	by	ADP
fcis-11533	74	2	analyzing	analyze	VERB
fcis-11533	74	3	users	user	NOUN
fcis-11533	74	4	'	'	PART
fcis-11533	74	5	search	search	NOUN
fcis-11533	74	6	keywords	keyword	NOUN
fcis-11533	74	7	,	,	PUNCT
fcis-11533	74	8	click	click	VERB
fcis-11533	74	9	behavior	behavior	NOUN
fcis-11533	74	10	,	,	PUNCT
fcis-11533	74	11	and	and	CCONJ
fcis-11533	74	12	browsing	browse	VERB
fcis-11533	74	13	paths	path	NOUN
fcis-11533	74	14	,	,	PUNCT
fcis-11533	74	15	personalized	personalize	VERB
fcis-11533	74	16	recommendation	recommendation	NOUN
fcis-11533	74	17	systems	system	NOUN
fcis-11533	74	18	can	can	AUX
fcis-11533	74	19	understand	understand	VERB
fcis-11533	74	20	their	their	PRON
fcis-11533	74	21	intentions	intention	NOUN
fcis-11533	74	22	and	and	CCONJ
fcis-11533	74	23	preferences	preference	NOUN
fcis-11533	74	24	,	,	PUNCT
fcis-11533	74	25	and	and	CCONJ
fcis-11533	74	26	present	present	ADJ
fcis-11533	74	27	relevant	relevant	ADJ
fcis-11533	74	28	products	product	NOUN
fcis-11533	74	29	and	and	CCONJ
fcis-11533	74	30	recommended	recommend	VERB
fcis-11533	74	31	content	content	NOUN
fcis-11533	74	32	to	to	ADP
fcis-11533	74	33	users	user	NOUN
fcis-11533	74	34	in	in	ADP
fcis-11533	74	35	a	a	DET
fcis-11533	74	36	targeted	target	VERB
fcis-11533	74	37	manner	manner	NOUN
fcis-11533	74	38	.	.	PUNCT
fcis-11533	75	1	this	this	PRON
fcis-11533	75	2	can	can	AUX
fcis-11533	75	3	improve	improve	VERB
fcis-11533	75	4	the	the	DET
fcis-11533	75	5	accuracy	accuracy	NOUN
fcis-11533	75	6	and	and	CCONJ
fcis-11533	75	7	efficiency	efficiency	NOUN
fcis-11533	75	8	of	of	ADP
fcis-11533	75	9	user	user	NOUN
fcis-11533	75	10	searches	search	NOUN
fcis-11533	75	11	,	,	PUNCT
fcis-11533	75	12	and	and	CCONJ
fcis-11533	75	13	provide	provide	VERB
fcis-11533	75	14	a	a	DET
fcis-11533	75	15	more	more	ADV
fcis-11533	75	16	personalized	personalized	ADJ
fcis-11533	75	17	and	and	CCONJ
fcis-11533	75	18	customized	customize	VERB
fcis-11533	75	19	browsing	browse	VERB
fcis-11533	75	20	experience	experience	NOUN
fcis-11533	75	21	.	.	PUNCT
fcis-11533	76	1	the	the	DET
fcis-11533	76	2	application	application	NOUN
fcis-11533	76	3	of	of	ADP
fcis-11533	76	4	personalized	personalized	ADJ
fcis-11533	76	5	recommendation	recommendation	NOUN
fcis-11533	76	6	systems	system	NOUN
fcis-11533	76	7	can	can	AUX
fcis-11533	76	8	bring	bring	VERB
fcis-11533	76	9	various	various	ADJ
fcis-11533	76	10	benefits	benefit	NOUN
fcis-11533	76	11	to	to	ADP
fcis-11533	76	12	e	e	NOUN
fcis-11533	76	13	-	-	NOUN
fcis-11533	76	14	commerce	commerce	NOUN
fcis-11533	76	15	platforms	platform	NOUN
fcis-11533	76	16	,	,	PUNCT
fcis-11533	76	17	including	include	VERB
fcis-11533	76	18	increasing	increase	VERB
fcis-11533	76	19	sales	sale	NOUN
fcis-11533	76	20	,	,	PUNCT
fcis-11533	76	21	improving	improve	VERB
fcis-11533	76	22	user	user	NOUN
fcis-11533	76	23	satisfaction	satisfaction	NOUN
fcis-11533	76	24	,	,	PUNCT
fcis-11533	76	25	promoting	promote	VERB
fcis-11533	76	26	user	user	NOUN
fcis-11533	76	27	participation	participation	NOUN
fcis-11533	76	28	and	and	CCONJ
fcis-11533	76	29	loyalty	loyalty	NOUN
fcis-11533	76	30	,	,	PUNCT
fcis-11533	76	31	and	and	CCONJ
fcis-11533	76	32	so	so	ADV
fcis-11533	76	33	on	on	ADV
fcis-11533	76	34	.	.	PUNCT
fcis-11533	77	1	by	by	ADP
fcis-11533	77	2	utilizing	utilize	VERB
fcis-11533	77	3	user	user	NOUN
fcis-11533	77	4	data	datum	NOUN
fcis-11533	77	5	and	and	CCONJ
fcis-11533	77	6	intelligent	intelligent	ADJ
fcis-11533	77	7	algorithms	algorithm	NOUN
fcis-11533	77	8	,	,	PUNCT
fcis-11533	77	9	personalized	personalized	ADJ
fcis-11533	77	10	recommendation	recommendation	NOUN
fcis-11533	77	11	systems	system	NOUN
fcis-11533	77	12	can	can	AUX
fcis-11533	77	13	achieve	achieve	VERB
fcis-11533	77	14	precise	precise	ADJ
fcis-11533	77	15	recommendations	recommendation	NOUN
fcis-11533	77	16	,	,	PUNCT
fcis-11533	77	17	meet	meet	VERB
fcis-11533	77	18	users	user	NOUN
fcis-11533	77	19	'	'	PART
fcis-11533	77	20	personalized	personalize	VERB
fcis-11533	77	21	needs	need	NOUN
fcis-11533	77	22	,	,	PUNCT
fcis-11533	77	23	provide	provide	VERB
fcis-11533	77	24	a	a	DET
fcis-11533	77	25	better	well	ADJ
fcis-11533	77	26	user	user	NOUN
fcis-11533	77	27	experience	experience	NOUN
fcis-11533	77	28	,	,	PUNCT
fcis-11533	77	29	and	and	CCONJ
fcis-11533	77	30	promote	promote	VERB
fcis-11533	77	31	the	the	DET
fcis-11533	77	32	development	development	NOUN
fcis-11533	77	33	of	of	ADP
fcis-11533	77	34	e	e	NOUN
fcis-11533	77	35	-	-	NOUN
fcis-11533	77	36	commerce	commerce	NOUN
fcis-11533	77	37	.	.	PUNCT
fcis-11533	78	1	5	5	X
fcis-11533	78	2	.	.	X
fcis-11533	78	3	challenges	challenge	NOUN
fcis-11533	78	4	and	and	CCONJ
fcis-11533	78	5	prospects	prospect	NOUN
fcis-11533	78	6	of	of	ADP
fcis-11533	78	7	intelligent	intelligent	ADJ
fcis-11533	78	8	marketing	marketing	NOUN
fcis-11533	78	9	technology	technology	NOUN
fcis-11533	78	10	and	and	CCONJ
fcis-11533	78	11	personalized	personalized	ADJ
fcis-11533	78	12	recommendation	recommendation	NOUN
fcis-11533	78	13	systems	system	NOUN
fcis-11533	78	14	5.1	5.1	NUM
fcis-11533	78	15	.	.	PUNCT
fcis-11533	79	1	data	datum	NOUN
fcis-11533	79	2	privacy	privacy	NOUN
fcis-11533	79	3	and	and	CCONJ
fcis-11533	79	4	security	security	NOUN
fcis-11533	79	5	issues	issue	NOUN
fcis-11533	79	6	as	as	ADP
fcis-11533	79	7	personalized	personalize	VERB
fcis-11533	79	8	recommendation	recommendation	NOUN
fcis-11533	79	9	systems	system	NOUN
fcis-11533	79	10	need	need	VERB
fcis-11533	79	11	to	to	PART
fcis-11533	79	12	handle	handle	VERB
fcis-11533	79	13	a	a	DET
fcis-11533	79	14	large	large	ADJ
fcis-11533	79	15	amount	amount	NOUN
fcis-11533	79	16	of	of	ADP
fcis-11533	79	17	user	user	NOUN
fcis-11533	79	18	data	datum	NOUN
fcis-11533	79	19	,	,	PUNCT
fcis-11533	79	20	data	datum	NOUN
fcis-11533	79	21	privacy	privacy	NOUN
fcis-11533	79	22	and	and	CCONJ
fcis-11533	79	23	security	security	NOUN
fcis-11533	79	24	have	have	AUX
fcis-11533	79	25	become	become	VERB
fcis-11533	79	26	important	important	ADJ
fcis-11533	79	27	issues	issue	NOUN
fcis-11533	79	28	.	.	PUNCT
fcis-11533	80	1	protecting	protect	VERB
fcis-11533	80	2	the	the	DET
fcis-11533	80	3	privacy	privacy	NOUN
fcis-11533	80	4	and	and	CCONJ
fcis-11533	80	5	security	security	NOUN
fcis-11533	80	6	of	of	ADP
fcis-11533	80	7	user	user	NOUN
fcis-11533	80	8	data	datum	NOUN
fcis-11533	80	9	,	,	PUNCT
fcis-11533	80	10	complying	comply	VERB
fcis-11533	80	11	with	with	ADP
fcis-11533	80	12	the	the	DET
fcis-11533	80	13	use	use	NOUN
fcis-11533	80	14	and	and	CCONJ
fcis-11533	80	15	storage	storage	NOUN
fcis-11533	80	16	of	of	ADP
fcis-11533	80	17	user	user	NOUN
fcis-11533	80	18	data	datum	NOUN
fcis-11533	80	19	,	,	PUNCT
fcis-11533	80	20	and	and	CCONJ
fcis-11533	80	21	establishing	establish	VERB
fcis-11533	80	22	reliable	reliable	ADJ
fcis-11533	80	23	data	datum	NOUN
fcis-11533	80	24	processing	processing	NOUN
fcis-11533	80	25	mechanisms	mechanism	NOUN
fcis-11533	80	26	are	be	AUX
fcis-11533	80	27	one	one	NUM
fcis-11533	80	28	of	of	ADP
fcis-11533	80	29	the	the	DET
fcis-11533	80	30	challenges	challenge	NOUN
fcis-11533	80	31	faced	face	VERB
fcis-11533	80	32	by	by	ADP
fcis-11533	80	33	intelligent	intelligent	ADJ
fcis-11533	80	34	marketing	marketing	NOUN
fcis-11533	80	35	technology	technology	NOUN
fcis-11533	80	36	and	and	CCONJ
fcis-11533	80	37	personalized	personalized	ADJ
fcis-11533	80	38	recommendation	recommendation	NOUN
fcis-11533	80	39	systems	system	NOUN
fcis-11533	80	40	.	.	PUNCT
fcis-11533	81	1	5.2	5.2	NUM
fcis-11533	81	2	.	.	PUNCT
fcis-11533	81	3	integrated	integrate	VERB
fcis-11533	81	4	marketing	marketing	NOUN
fcis-11533	81	5	across	across	ADP
fcis-11533	81	6	platforms	platform	NOUN
fcis-11533	81	7	and	and	CCONJ
fcis-11533	81	8	channels	channel	NOUN
fcis-11533	81	9	in	in	ADP
fcis-11533	81	10	today	today	NOUN
fcis-11533	81	11	's	's	PART
fcis-11533	81	12	e	e	PROPN
fcis-11533	81	13	-	-	PROPN
fcis-11533	81	14	commerce	commerce	NOUN
fcis-11533	81	15	environment	environment	NOUN
fcis-11533	81	16	,	,	PUNCT
fcis-11533	81	17	consumers	consumer	NOUN
fcis-11533	81	18	often	often	ADV
fcis-11533	81	19	shop	shop	VERB
fcis-11533	81	20	and	and	CCONJ
fcis-11533	81	21	interact	interact	VERB
fcis-11533	81	22	on	on	ADP
fcis-11533	81	23	multiple	multiple	ADJ
fcis-11533	81	24	platforms	platform	NOUN
fcis-11533	81	25	and	and	CCONJ
fcis-11533	81	26	channels	channel	NOUN
fcis-11533	81	27	.	.	PUNCT
fcis-11533	82	1	how	how	SCONJ
fcis-11533	82	2	to	to	PART
fcis-11533	82	3	achieve	achieve	VERB
fcis-11533	82	4	integrated	integrated	ADJ
fcis-11533	82	5	marketing	marketing	NOUN
fcis-11533	82	6	across	across	ADP
fcis-11533	82	7	platforms	platform	NOUN
fcis-11533	82	8	and	and	CCONJ
fcis-11533	82	9	channels	channel	NOUN
fcis-11533	82	10	,	,	PUNCT
fcis-11533	82	11	apply	apply	VERB
fcis-11533	82	12	personalized	personalized	ADJ
fcis-11533	82	13	recommendation	recommendation	NOUN
fcis-11533	82	14	systems	system	NOUN
fcis-11533	82	15	to	to	ADP
fcis-11533	82	16	different	different	ADJ
fcis-11533	82	17	platforms	platform	NOUN
fcis-11533	82	18	and	and	CCONJ
fcis-11533	82	19	channels	channel	NOUN
fcis-11533	82	20	,	,	PUNCT
fcis-11533	82	21	and	and	CCONJ
fcis-11533	82	22	provide	provide	VERB
fcis-11533	82	23	consistent	consistent	ADJ
fcis-11533	82	24	recommendation	recommendation	NOUN
fcis-11533	82	25	services	service	NOUN
fcis-11533	82	26	is	be	AUX
fcis-11533	82	27	a	a	DET
fcis-11533	82	28	challenging	challenging	ADJ
fcis-11533	82	29	task	task	NOUN
fcis-11533	82	30	for	for	ADP
fcis-11533	82	31	enterprises	enterprise	NOUN
fcis-11533	82	32	.	.	PUNCT
fcis-11533	83	1	5.3	5.3	NUM
fcis-11533	83	2	.	.	PUNCT
fcis-11533	84	1	future	future	ADJ
fcis-11533	84	2	development	development	NOUN
fcis-11533	84	3	trends	trend	NOUN
fcis-11533	84	4	of	of	ADP
fcis-11533	84	5	intelligent	intelligent	ADJ
fcis-11533	84	6	marketing	marketing	NOUN
fcis-11533	84	7	technology	technology	NOUN
fcis-11533	84	8	and	and	CCONJ
fcis-11533	84	9	personalized	personalized	ADJ
fcis-11533	84	10	recommendation	recommendation	NOUN
fcis-11533	84	11	systems	system	NOUN
fcis-11533	84	12	in	in	ADP
fcis-11533	84	13	the	the	DET
fcis-11533	84	14	future	future	NOUN
fcis-11533	84	15	,	,	PUNCT
fcis-11533	84	16	intelligent	intelligent	ADJ
fcis-11533	84	17	marketing	marketing	NOUN
fcis-11533	84	18	technology	technology	NOUN
fcis-11533	84	19	and	and	CCONJ
fcis-11533	84	20	personalized	personalized	ADJ
fcis-11533	84	21	recommendation	recommendation	NOUN
fcis-11533	84	22	systems	system	NOUN
fcis-11533	84	23	will	will	AUX
fcis-11533	84	24	continue	continue	VERB
fcis-11533	84	25	to	to	PART
fcis-11533	84	26	develop	develop	VERB
fcis-11533	84	27	and	and	CCONJ
fcis-11533	84	28	innovate	innovate	VERB
fcis-11533	84	29	.	.	PUNCT
fcis-11533	85	1	combining	combine	VERB
fcis-11533	85	2	artificial	artificial	ADJ
fcis-11533	85	3	intelligence	intelligence	NOUN
fcis-11533	85	4	and	and	CCONJ
fcis-11533	85	5	machine	machine	NOUN
fcis-11533	85	6	learning	learn	VERB
fcis-11533	85	7	technology	technology	NOUN
fcis-11533	85	8	to	to	PART
fcis-11533	85	9	improve	improve	VERB
fcis-11533	85	10	the	the	DET
fcis-11533	85	11	accuracy	accuracy	NOUN
fcis-11533	85	12	and	and	CCONJ
fcis-11533	85	13	predictive	predictive	ADJ
fcis-11533	85	14	ability	ability	NOUN
fcis-11533	85	15	of	of	ADP
fcis-11533	85	16	recommendations	recommendation	NOUN
fcis-11533	85	17	.	.	PUNCT
fcis-11533	86	1	utilize	utilize	VERB
fcis-11533	86	2	technologies	technology	NOUN
fcis-11533	86	3	such	such	ADJ
fcis-11533	86	4	as	as	ADP
fcis-11533	86	5	deep	deep	ADJ
fcis-11533	86	6	learning	learning	NOUN
fcis-11533	86	7	and	and	CCONJ
fcis-11533	86	8	natural	natural	ADJ
fcis-11533	86	9	language	language	NOUN
fcis-11533	86	10	processing	processing	NOUN
fcis-11533	86	11	to	to	PART
fcis-11533	86	12	achieve	achieve	VERB
fcis-11533	86	13	comprehensive	comprehensive	ADJ
fcis-11533	86	14	recommendation	recommendation	NOUN
fcis-11533	86	15	of	of	ADP
fcis-11533	86	16	multimodal	multimodal	NOUN
fcis-11533	86	17	data	datum	NOUN
fcis-11533	86	18	such	such	ADJ
fcis-11533	86	19	as	as	ADP
fcis-11533	86	20	text	text	NOUN
fcis-11533	86	21	,	,	PUNCT
fcis-11533	86	22	images	image	NOUN
fcis-11533	86	23	,	,	PUNCT
fcis-11533	86	24	and	and	CCONJ
fcis-11533	86	25	videos	video	NOUN
fcis-11533	86	26	.	.	PUNCT
fcis-11533	87	1	emphasize	emphasize	VERB
fcis-11533	87	2	user	user	NOUN
fcis-11533	87	3	participation	participation	NOUN
fcis-11533	87	4	and	and	CCONJ
fcis-11533	87	5	personalized	personalized	ADJ
fcis-11533	87	6	control	control	NOUN
fcis-11533	87	7	,	,	PUNCT
fcis-11533	87	8	allowing	allow	VERB
fcis-11533	87	9	users	user	NOUN
fcis-11533	87	10	to	to	PART
fcis-11533	87	11	participate	participate	VERB
fcis-11533	87	12	more	more	ADV
fcis-11533	87	13	actively	actively	ADV
fcis-11533	87	14	in	in	ADP
fcis-11533	87	15	the	the	DET
fcis-11533	87	16	recommendation	recommendation	NOUN
fcis-11533	87	17	process	process	NOUN
fcis-11533	87	18	.	.	PUNCT
fcis-11533	88	1	combining	combine	VERB
fcis-11533	88	2	social	social	ADJ
fcis-11533	88	3	media	medium	NOUN
fcis-11533	88	4	and	and	CCONJ
fcis-11533	88	5	user	user	NOUN
fcis-11533	88	6	generated	generate	VERB
fcis-11533	88	7	content	content	NOUN
fcis-11533	88	8	to	to	PART
fcis-11533	88	9	obtain	obtain	VERB
fcis-11533	88	10	more	more	ADJ
fcis-11533	88	11	user	user	NOUN
fcis-11533	88	12	feedback	feedback	NOUN
fcis-11533	88	13	and	and	CCONJ
fcis-11533	88	14	trust	trust	NOUN
fcis-11533	88	15	information	information	NOUN
fcis-11533	88	16	.	.	PUNCT
fcis-11533	89	1	promote	promote	VERB
fcis-11533	89	2	the	the	DET
fcis-11533	89	3	interpretability	interpretability	NOUN
fcis-11533	89	4	and	and	CCONJ
fcis-11533	89	5	transparency	transparency	NOUN
fcis-11533	89	6	of	of	ADP
fcis-11533	89	7	personalized	personalized	ADJ
fcis-11533	89	8	recommendation	recommendation	NOUN
fcis-11533	89	9	systems	system	NOUN
fcis-11533	89	10	,	,	PUNCT
fcis-11533	89	11	and	and	CCONJ
fcis-11533	89	12	enhance	enhance	VERB
fcis-11533	89	13	users	user	NOUN
fcis-11533	89	14	'	'	PART
fcis-11533	89	15	understanding	understanding	NOUN
fcis-11533	89	16	and	and	CCONJ
fcis-11533	89	17	trust	trust	NOUN
fcis-11533	89	18	in	in	ADP
fcis-11533	89	19	recommendation	recommendation	NOUN
fcis-11533	89	20	results	result	NOUN
fcis-11533	89	21	.	.	PUNCT
fcis-11533	90	1	integrating	integrate	VERB
fcis-11533	90	2	virtual	virtual	ADJ
fcis-11533	90	3	reality	reality	NOUN
fcis-11533	90	4	(	(	PUNCT
fcis-11533	90	5	vr	vr	NOUN
fcis-11533	90	6	)	)	PUNCT
fcis-11533	90	7	and	and	CCONJ
fcis-11533	90	8	augmented	augment	VERB
fcis-11533	90	9	reality	reality	NOUN
fcis-11533	90	10	(	(	PUNCT
fcis-11533	90	11	ar	ar	NOUN
fcis-11533	90	12	)	)	PUNCT
fcis-11533	90	13	technologies	technology	NOUN
fcis-11533	90	14	to	to	PART
fcis-11533	90	15	provide	provide	VERB
fcis-11533	90	16	users	user	NOUN
fcis-11533	90	17	with	with	ADP
fcis-11533	90	18	a	a	DET
fcis-11533	90	19	more	more	ADV
fcis-11533	90	20	immersive	immersive	ADJ
fcis-11533	90	21	and	and	CCONJ
fcis-11533	90	22	personalized	personalized	ADJ
fcis-11533	90	23	shopping	shopping	NOUN
fcis-11533	90	24	experience	experience	NOUN
fcis-11533	90	25	.	.	PUNCT
fcis-11533	91	1	6	6	X
fcis-11533	91	2	.	.	X
fcis-11533	91	3	conclusion	conclusion	VERB
fcis-11533	91	4	intelligent	intelligent	ADJ
fcis-11533	91	5	marketing	marketing	NOUN
fcis-11533	91	6	technology	technology	NOUN
fcis-11533	91	7	and	and	CCONJ
fcis-11533	91	8	personalized	personalized	ADJ
fcis-11533	91	9	recommendation	recommendation	NOUN
fcis-11533	91	10	systems	system	NOUN
fcis-11533	91	11	have	have	VERB
fcis-11533	91	12	broad	broad	ADJ
fcis-11533	91	13	prospects	prospect	NOUN
fcis-11533	91	14	in	in	ADP
fcis-11533	91	15	the	the	DET
fcis-11533	91	16	field	field	NOUN
fcis-11533	91	17	of	of	ADP
fcis-11533	91	18	e	e	NOUN
fcis-11533	91	19	-	-	NOUN
fcis-11533	91	20	commerce	commerce	NOUN
fcis-11533	91	21	.	.	PUNCT
fcis-11533	92	1	however	however	ADV
fcis-11533	92	2	,	,	PUNCT
fcis-11533	92	3	achieving	achieve	VERB
fcis-11533	92	4	this	this	DET
fcis-11533	92	5	goal	goal	NOUN
fcis-11533	92	6	requires	require	VERB
fcis-11533	92	7	addressing	address	VERB
fcis-11533	92	8	data	datum	NOUN
fcis-11533	92	9	privacy	privacy	NOUN
fcis-11533	92	10	and	and	CCONJ
fcis-11533	92	11	security	security	NOUN
fcis-11533	92	12	issues	issue	NOUN
fcis-11533	92	13	,	,	PUNCT
fcis-11533	92	14	optimizing	optimize	VERB
fcis-11533	92	15	algorithms	algorithm	NOUN
fcis-11533	92	16	to	to	PART
fcis-11533	92	17	enhance	enhance	VERB
fcis-11533	92	18	user	user	NOUN
fcis-11533	92	19	experience	experience	NOUN
fcis-11533	92	20	,	,	PUNCT
fcis-11533	92	21	and	and	CCONJ
fcis-11533	92	22	achieving	achieve	VERB
fcis-11533	92	23	integrated	integrated	ADJ
fcis-11533	92	24	marketing	marketing	NOUN
fcis-11533	92	25	across	across	ADP
fcis-11533	92	26	platforms	platform	NOUN
fcis-11533	92	27	and	and	CCONJ
fcis-11533	92	28	channels	channel	NOUN
fcis-11533	92	29	.	.	PUNCT
fcis-11533	93	1	the	the	DET
fcis-11533	93	2	future	future	ADJ
fcis-11533	93	3	development	development	NOUN
fcis-11533	93	4	trends	trend	NOUN
fcis-11533	93	5	include	include	VERB
fcis-11533	93	6	combining	combine	VERB
fcis-11533	93	7	artificial	artificial	ADJ
fcis-11533	93	8	intelligence	intelligence	NOUN
fcis-11533	93	9	and	and	CCONJ
fcis-11533	93	10	machine	machine	NOUN
fcis-11533	93	11	learning	learning	NOUN
fcis-11533	93	12	technologies	technology	NOUN
fcis-11533	93	13	,	,	PUNCT
fcis-11533	93	14	utilizing	utilize	VERB
fcis-11533	93	15	multimodal	multimodal	ADJ
fcis-11533	93	16	data	datum	NOUN
fcis-11533	93	17	,	,	PUNCT
fcis-11533	93	18	emphasizing	emphasize	VERB
fcis-11533	93	19	user	user	NOUN
fcis-11533	93	20	participation	participation	NOUN
fcis-11533	93	21	and	and	CCONJ
fcis-11533	93	22	personalized	personalized	ADJ
fcis-11533	93	23	control	control	NOUN
fcis-11533	93	24	,	,	PUNCT
fcis-11533	93	25	combining	combine	VERB
fcis-11533	93	26	social	social	ADJ
fcis-11533	93	27	media	medium	NOUN
fcis-11533	93	28	and	and	CCONJ
fcis-11533	93	29	user	user	NOUN
fcis-11533	93	30	generated	generate	VERB
fcis-11533	93	31	content	content	NOUN
fcis-11533	93	32	,	,	PUNCT
fcis-11533	93	33	improving	improve	VERB
fcis-11533	93	34	interpretability	interpretability	NOUN
fcis-11533	93	35	and	and	CCONJ
fcis-11533	93	36	transparency	transparency	NOUN
fcis-11533	93	37	,	,	PUNCT
fcis-11533	93	38	and	and	CCONJ
fcis-11533	93	39	integrating	integrate	VERB
fcis-11533	93	40	virtual	virtual	ADJ
fcis-11533	93	41	reality	reality	NOUN
fcis-11533	93	42	and	and	CCONJ
fcis-11533	93	43	augmented	augment	VERB
fcis-11533	93	44	reality	reality	NOUN
fcis-11533	93	45	technologies	technology	NOUN
fcis-11533	93	46	.	.	PUNCT
fcis-11533	94	1	overall	overall	ADJ
fcis-11533	94	2	,	,	PUNCT
fcis-11533	94	3	intelligent	intelligent	ADJ
fcis-11533	94	4	marketing	marketing	NOUN
fcis-11533	94	5	technology	technology	NOUN
fcis-11533	94	6	and	and	CCONJ
fcis-11533	94	7	personalized	personalized	ADJ
fcis-11533	94	8	recommendation	recommendation	NOUN
fcis-11533	94	9	systems	system	NOUN
fcis-11533	94	10	will	will	AUX
fcis-11533	94	11	continue	continue	VERB
fcis-11533	94	12	to	to	PART
fcis-11533	94	13	develop	develop	VERB
fcis-11533	94	14	,	,	PUNCT
fcis-11533	94	15	bringing	bring	VERB
fcis-11533	94	16	greater	great	ADJ
fcis-11533	94	17	business	business	NOUN
fcis-11533	94	18	value	value	NOUN
fcis-11533	94	19	and	and	CCONJ
fcis-11533	94	20	user	user	NOUN
fcis-11533	94	21	experience	experience	NOUN
fcis-11533	94	22	to	to	ADP
fcis-11533	94	23	e	e	NOUN
fcis-11533	94	24	-	-	NOUN
fcis-11533	94	25	commerce	commerce	NOUN
fcis-11533	94	26	enterprises	enterprise	NOUN
fcis-11533	94	27	.	.	PUNCT
fcis-11533	95	1	4	4	NUM
fcis-11533	95	2	references	reference	NOUN
fcis-11533	95	3	[	[	X
fcis-11533	95	4	1	1	NUM
fcis-11533	95	5	]	]	X
fcis-11533	95	6	guan	guan	PROPN
fcis-11533	95	7	yingqi	yingqi	VERB
fcis-11533	95	8	the	the	DET
fcis-11533	95	9	application	application	NOUN
fcis-11533	95	10	of	of	ADP
fcis-11533	95	11	personalized	personalized	ADJ
fcis-11533	95	12	recommendation	recommendation	NOUN
fcis-11533	95	13	system	system	NOUN
fcis-11533	95	14	for	for	ADP
fcis-11533	95	15	shoes	shoe	NOUN
fcis-11533	95	16	and	and	CCONJ
fcis-11533	95	17	clothing	clothing	NOUN
fcis-11533	95	18	on	on	ADP
fcis-11533	95	19	e	e	NOUN
fcis-11533	95	20	-	-	NOUN
fcis-11533	95	21	commerce	commerce	NOUN
fcis-11533	95	22	platforms	platform	NOUN
fcis-11533	96	1	[	[	X
fcis-11533	96	2	j	j	X
fcis-11533	96	3	]	]	X
fcis-11533	96	4	chinese	chinese	ADJ
fcis-11533	96	5	leather	leather	NOUN
fcis-11533	96	6	,	,	PUNCT
fcis-11533	96	7	2023,52	2023,52	NUM
fcis-11533	96	8	(	(	PUNCT
fcis-11533	96	9	2	2	NUM
fcis-11533	96	10	):	):	PUNCT
fcis-11533	96	11	152	152	NUM
fcis-11533	96	12	-	-	SYM
fcis-11533	96	13	154158	154158	NUM
fcis-11533	96	14	doi	doi	NOUN
fcis-11533	96	15	:	:	PUNCT
fcis-11533	96	16	10.13536/	10.13536/	NUM
fcis-11533	96	17	j.	j.	PROPN
fcis-11533	96	18	cnki	cnki	PROPN
fcis-11533	96	19	.	.	PUNCT
fcis-11533	97	1	issn1001	issn1001	PROPN
fcis-11533	97	2	-	-	PUNCT
fcis-11533	97	3	6813.2023	6813.2023	PROPN
fcis-11533	97	4	-	-	PUNCT
fcis-11533	97	5	002	002	NUM
fcis-11533	97	6	-	-	PUNCT
fcis-11533	97	7	033	033	NUM
fcis-11533	97	8	.	.	PUNCT
fcis-11533	98	1	[	[	X
fcis-11533	98	2	2	2	X
fcis-11533	98	3	]	]	X
fcis-11533	98	4	liu	liu	PROPN
fcis-11533	98	5	xinwei	xinwei	PROPN
fcis-11533	98	6	research	research	PROPN
fcis-11533	98	7	and	and	CCONJ
fcis-11533	98	8	application	application	NOUN
fcis-11533	98	9	of	of	ADP
fcis-11533	98	10	personalized	personalized	ADJ
fcis-11533	98	11	recommendation	recommendation	NOUN
fcis-11533	98	12	in	in	ADP
fcis-11533	98	13	e	e	NOUN
fcis-11533	98	14	-	-	NOUN
fcis-11533	98	15	commerce	commerce	NOUN
fcis-11533	98	16	based	base	VERB
fcis-11533	98	17	on	on	ADP
fcis-11533	98	18	the	the	DET
fcis-11533	98	19	era	era	NOUN
fcis-11533	98	20	of	of	ADP
fcis-11533	98	21	big	big	ADJ
fcis-11533	98	22	data	datum	NOUN
fcis-11533	98	23	[	[	X
fcis-11533	98	24	j	j	X
fcis-11533	98	25	]	]	X
fcis-11533	98	26	modern	modern	ADJ
fcis-11533	98	27	business	business	NOUN
fcis-11533	98	28	,	,	PUNCT
fcis-11533	98	29	2022	2022	NUM
fcis-11533	98	30	(	(	PUNCT
fcis-11533	98	31	15	15	NUM
fcis-11533	98	32	):	):	PUNCT
fcis-11533	98	33	23	23	NUM
fcis-11533	98	34	-	-	SYM
fcis-11533	98	35	25	25	NUM
fcis-11533	98	36	.	.	PUNCT
fcis-11533	99	1	[	[	X
fcis-11533	99	2	3	3	NUM
fcis-11533	99	3	]	]	X
fcis-11533	99	4	fang	fang	PROPN
fcis-11533	99	5	minjiang	minjiang	PROPN
fcis-11533	99	6	personalized	personalize	VERB
fcis-11533	99	7	recommendation	recommendation	NOUN
fcis-11533	99	8	path	path	NOUN
fcis-11533	99	9	for	for	ADP
fcis-11533	99	10	mobile	mobile	ADJ
fcis-11533	99	11	e	e	NOUN
fcis-11533	99	12	-	-	NOUN
fcis-11533	99	13	commerce	commerce	NOUN
fcis-11533	99	14	based	base	VERB
fcis-11533	99	15	on	on	ADP
fcis-11533	99	16	user	user	NOUN
fcis-11533	99	17	interest	interest	NOUN
fcis-11533	99	18	perspective	perspective	NOUN
fcis-11533	100	1	[	[	X
fcis-11533	100	2	j	j	X
fcis-11533	100	3	]	]	X
fcis-11533	100	4	business	business	NOUN
fcis-11533	100	5	economics	economic	NOUN
fcis-11533	100	6	research	research	NOUN
fcis-11533	100	7	,	,	PUNCT
fcis-11533	100	8	2022	2022	NUM
fcis-11533	100	9	(	(	PUNCT
fcis-11533	100	10	5	5	NUM
fcis-11533	100	11	):	):	PUNCT
fcis-11533	100	12	105	105	NUM
fcis-11533	100	13	-	-	SYM
fcis-11533	100	14	107	107	NUM
fcis-11533	100	15	doi	doi	NOUN
fcis-11533	100	16	:	:	PUNCT
fcis-11533	100	17	10.3969/	10.3969/	NUM
fcis-11533	100	18	j.issn	j.issn	NOUN
fcis-11533	100	19	.	.	PUNCT
fcis-11533	101	1	1002	1002	NUM
fcis-11533	101	2	-	-	PUNCT
fcis-11533	101	3	5863.2022.05.024	5863.2022.05.024	NUM
fcis-11533	101	4	.	.	PUNCT
fcis-11533	102	1	[	[	X
fcis-11533	102	2	4	4	X
fcis-11533	102	3	]	]	X
fcis-11533	102	4	liu	liu	PROPN
fcis-11533	102	5	ming	ming	PROPN
fcis-11533	102	6	research	research	PROPN
fcis-11533	102	7	on	on	ADP
fcis-11533	102	8	implementing	implement	VERB
fcis-11533	102	9	personalized	personalized	ADJ
fcis-11533	102	10	recommendation	recommendation	NOUN
fcis-11533	102	11	through	through	ADP
fcis-11533	102	12	precision	precision	NOUN
fcis-11533	102	13	marketing	marketing	NOUN
fcis-11533	102	14	in	in	ADP
fcis-11533	102	15	e	e	NOUN
fcis-11533	102	16	-	-	NOUN
fcis-11533	102	17	commerce	commerce	NOUN
fcis-11533	102	18	in	in	ADP
fcis-11533	102	19	the	the	DET
fcis-11533	102	20	era	era	NOUN
fcis-11533	102	21	of	of	ADP
fcis-11533	102	22	big	big	ADJ
fcis-11533	102	23	data	datum	NOUN
fcis-11533	102	24	[	[	X
fcis-11533	102	25	j	j	X
fcis-11533	102	26	]	]	X
fcis-11533	102	27	modern	modern	ADJ
fcis-11533	102	28	marketing	marketing	NOUN
fcis-11533	102	29	,	,	PUNCT
fcis-11533	102	30	2022	2022	NUM
fcis-11533	102	31	(	(	PUNCT
fcis-11533	102	32	27	27	NUM
fcis-11533	102	33	):	):	PUNCT
fcis-11533	102	34	164166	164166	NUM
fcis-11533	102	35	.	.	PUNCT
fcis-11533	103	1	doi	doi	NOUN
fcis-11533	103	2	:	:	PUNCT
fcis-11533	103	3	10.19932	10.19932	NUM
fcis-11533	103	4	/	/	SYM
fcis-11533	103	5	j.cnki.22	j.cnki.22	NOUN
fcis-11533	103	6	-	-	PUNCT
fcis-11533	103	7	1256	1256	NUM
fcis-11533	103	8	/	/	SYM
fcis-11533	103	9	f.2022.09.164	f.2022.09.164	NOUN
fcis-11533	103	10	.	.	PUNCT
fcis-11533	104	1	[	[	X
fcis-11533	104	2	5	5	NUM
fcis-11533	104	3	]	]	PUNCT
fcis-11533	104	4	li	li	PROPN
fcis-11533	104	5	yuanji	yuanji	PROPN
fcis-11533	104	6	personalized	personalize	VERB
fcis-11533	104	7	e	e	PROPN
fcis-11533	104	8	-	-	ADJ
fcis-11533	104	9	commerce	commerce	ADJ
fcis-11533	104	10	intelligent	intelligent	ADJ
fcis-11533	104	11	recommendation	recommendation	NOUN
fcis-11533	104	12	system	system	NOUN
fcis-11533	104	13	[	[	X
fcis-11533	104	14	j	j	X
fcis-11533	104	15	]	]	X
fcis-11533	104	16	information	information	NOUN
fcis-11533	104	17	technology	technology	NOUN
fcis-11533	104	18	,	,	PUNCT
fcis-11533	104	19	2021	2021	NUM
fcis-11533	104	20	(	(	PUNCT
fcis-11533	104	21	3	3	NUM
fcis-11533	104	22	):	):	PUNCT
fcis-11533	104	23	131	131	NUM
fcis-11533	104	24	-	-	SYM
fcis-11533	104	25	135142	135142	NUM
fcis-11533	104	26	doi	doi	NOUN
fcis-11533	104	27	:	:	PUNCT
fcis-11533	104	28	10.13274	10.13274	NUM
fcis-11533	104	29	/	/	SYM
fcis-11533	104	30	j.cnki.hdzj.2021.03.024	j.cnki.hdzj.2021.03.024	NOUN
fcis-11533	104	31	.	.	PUNCT
fcis-11533	105	1	[	[	X
fcis-11533	105	2	6	6	NUM
fcis-11533	105	3	]	]	PUNCT
fcis-11533	105	4	li	li	PROPN
fcis-11533	105	5	jiajun	jiajun	PROPN
fcis-11533	105	6	application	application	NOUN
fcis-11533	105	7	of	of	ADP
fcis-11533	105	8	personalized	personalized	ADJ
fcis-11533	105	9	information	information	NOUN
fcis-11533	105	10	automatic	automatic	ADJ
fcis-11533	105	11	recommendation	recommendation	NOUN
fcis-11533	105	12	algorithm	algorithm	NOUN
fcis-11533	105	13	in	in	ADP
fcis-11533	105	14	e	e	NOUN
fcis-11533	105	15	-	-	NOUN
fcis-11533	105	16	commerce	commerce	NOUN
fcis-11533	105	17	based	base	VERB
fcis-11533	105	18	on	on	ADP
fcis-11533	105	19	big	big	ADJ
fcis-11533	105	20	data	datum	NOUN
fcis-11533	105	21	technology	technology	NOUN
fcis-11533	105	22	[	[	X
fcis-11533	105	23	j	j	X
fcis-11533	105	24	]	]	X
fcis-11533	105	25	automation	automation	NOUN
fcis-11533	105	26	technology	technology	NOUN
fcis-11533	105	27	and	and	CCONJ
fcis-11533	105	28	applications	application	NOUN
fcis-11533	105	29	,	,	PUNCT
fcis-11533	105	30	2021	2021	NUM
fcis-11533	105	31	,	,	PUNCT
fcis-11533	105	32	40	40	NUM
fcis-11533	105	33	(	(	PUNCT
fcis-11533	105	34	10	10	NUM
fcis-11533	105	35	):	):	PUNCT
fcis-11533	105	36	38	38	NUM
fcis-11533	105	37	-	-	SYM
fcis-11533	105	38	42	42	NUM
fcis-11533	105	39	doi	doi	NOUN
fcis-11533	105	40	:	:	PUNCT
fcis-11533	105	41	10.3969	10.3969	NUM
fcis-11533	105	42	/	/	SYM
fcis-11533	105	43	j.issn.1003	j.issn.1003	NOUN
fcis-11533	105	44	-	-	ADJ
fcis-11533	105	45	7241	7241	NUM
fcis-11533	105	46	.	.	PUNCT
fcis-11533	106	1	2021	2021	NUM
fcis-11533	106	2	.	.	PUNCT
fcis-11533	107	1	10.09	10.09	NUM
fcis-11533	107	2	.	.	PUNCT