id	sid	tid	token	lemma	pos
fbem-22292	1	1	frontiers	frontier	NOUN
fbem-22292	1	2	in	in	ADP
fbem-22292	1	3	business	business	NOUN
fbem-22292	1	4	,	,	PUNCT
fbem-22292	1	5	economics	economic	NOUN
fbem-22292	1	6	and	and	CCONJ
fbem-22292	1	7	management	management	NOUN
fbem-22292	1	8	issn	issn	PROPN
fbem-22292	1	9	:	:	PUNCT
fbem-22292	1	10	2766	2766	NUM
fbem-22292	1	11	-	-	PUNCT
fbem-22292	1	12	824x	824x	NUM
fbem-22292	1	13	|	|	ADJ
fbem-22292	1	14	vol	vol	NOUN
fbem-22292	1	15	.	.	PROPN
fbem-22292	1	16	15	15	NUM
fbem-22292	1	17	,	,	PUNCT
fbem-22292	1	18	no	no	INTJ
fbem-22292	1	19	.	.	NOUN
fbem-22292	1	20	2	2	NUM
fbem-22292	1	21	,	,	PUNCT
fbem-22292	1	22	2024	2024	NUM
fbem-22292	1	23	265	265	NUM
fbem-22292	1	24	research	research	NOUN
fbem-22292	1	25	on	on	ADP
fbem-22292	1	26	user	user	NOUN
fbem-22292	1	27	behavior	behavior	NOUN
fbem-22292	1	28	and	and	CCONJ
fbem-22292	1	29	content	content	NOUN
fbem-22292	1	30	consumption	consumption	NOUN
fbem-22292	1	31	trends	trend	NOUN
fbem-22292	1	32	in	in	ADP
fbem-22292	1	33	the	the	DET
fbem-22292	1	34	era	era	NOUN
fbem-22292	1	35	of	of	ADP
fbem-22292	1	36	new	new	ADJ
fbem-22292	1	37	media	medium	NOUN
fbem-22292	1	38	jianing	jiane	VERB
fbem-22292	1	39	zhu	zhu	PROPN
fbem-22292	1	40	jinan	jinan	PROPN
fbem-22292	1	41	new	new	PROPN
fbem-22292	1	42	channel	channel	PROPN
fbem-22292	1	43	-jutes	-jutes	PROPN
fbem-22292	1	44	high	high	ADJ
fbem-22292	1	45	school	school	NOUN
fbem-22292	1	46	,	,	PUNCT
fbem-22292	1	47	jinan	jinan	PROPN
fbem-22292	1	48	,	,	PUNCT
fbem-22292	1	49	china	china	PROPN
fbem-22292	1	50	*	*	PUNCT
fbem-22292	1	51	corresponding	correspond	VERB
fbem-22292	1	52	author	author	NOUN
fbem-22292	1	53	:	:	PUNCT
fbem-22292	1	54	jianing	jiane	VERB
fbem-22292	1	55	zhu	zhu	PROPN
fbem-22292	1	56	(	(	PUNCT
fbem-22292	1	57	email	email	NOUN
fbem-22292	1	58	:	:	PUNCT
fbem-22292	1	59	2387510422@qq.com	2387510422@qq.com	X
fbem-22292	1	60	)	)	PUNCT
fbem-22292	1	61	abstract	abstract	NOUN
fbem-22292	1	62	:	:	PUNCT
fbem-22292	1	63	this	this	DET
fbem-22292	1	64	article	article	NOUN
fbem-22292	1	65	aims	aim	VERB
fbem-22292	1	66	to	to	PART
fbem-22292	1	67	delve	delve	VERB
fbem-22292	1	68	into	into	ADP
fbem-22292	1	69	the	the	DET
fbem-22292	1	70	research	research	NOUN
fbem-22292	1	71	on	on	ADP
fbem-22292	1	72	user	user	NOUN
fbem-22292	1	73	behavior	behavior	NOUN
fbem-22292	1	74	and	and	CCONJ
fbem-22292	1	75	content	content	NOUN
fbem-22292	1	76	consumption	consumption	NOUN
fbem-22292	1	77	trends	trend	NOUN
fbem-22292	1	78	in	in	ADP
fbem-22292	1	79	the	the	DET
fbem-22292	1	80	era	era	NOUN
fbem-22292	1	81	of	of	ADP
fbem-22292	1	82	new	new	ADJ
fbem-22292	1	83	media	medium	NOUN
fbem-22292	1	84	,	,	PUNCT
fbem-22292	1	85	providing	provide	VERB
fbem-22292	1	86	valuable	valuable	ADJ
fbem-22292	1	87	insights	insight	NOUN
fbem-22292	1	88	into	into	ADP
fbem-22292	1	89	understanding	understand	VERB
fbem-22292	1	90	contemporary	contemporary	ADJ
fbem-22292	1	91	cultural	cultural	ADJ
fbem-22292	1	92	,	,	PUNCT
fbem-22292	1	93	economic	economic	ADJ
fbem-22292	1	94	,	,	PUNCT
fbem-22292	1	95	and	and	CCONJ
fbem-22292	1	96	social	social	ADJ
fbem-22292	1	97	changes	change	NOUN
fbem-22292	1	98	.	.	PUNCT
fbem-22292	2	1	firstly	firstly	ADV
fbem-22292	2	2	,	,	PUNCT
fbem-22292	2	3	by	by	ADP
fbem-22292	2	4	analyzing	analyze	VERB
fbem-22292	2	5	the	the	DET
fbem-22292	2	6	characteristics	characteristic	NOUN
fbem-22292	2	7	of	of	ADP
fbem-22292	2	8	user	user	NOUN
fbem-22292	2	9	behavior	behavior	NOUN
fbem-22292	2	10	in	in	ADP
fbem-22292	2	11	the	the	DET
fbem-22292	2	12	new	new	ADJ
fbem-22292	2	13	media	medium	NOUN
fbem-22292	2	14	era	era	NOUN
fbem-22292	2	15	,	,	PUNCT
fbem-22292	2	16	it	it	PRON
fbem-22292	2	17	is	be	AUX
fbem-22292	2	18	revealed	reveal	VERB
fbem-22292	2	19	that	that	SCONJ
fbem-22292	2	20	user	user	NOUN
fbem-22292	2	21	behavior	behavior	NOUN
fbem-22292	2	22	exhibits	exhibit	VERB
fbem-22292	2	23	features	feature	NOUN
fbem-22292	2	24	such	such	ADJ
fbem-22292	2	25	as	as	ADP
fbem-22292	2	26	diversity	diversity	NOUN
fbem-22292	2	27	,	,	PUNCT
fbem-22292	2	28	realtime	realtime	NOUN
fbem-22292	2	29	interaction	interaction	NOUN
fbem-22292	2	30	,	,	PUNCT
fbem-22292	2	31	and	and	CCONJ
fbem-22292	2	32	personalization	personalization	NOUN
fbem-22292	2	33	,	,	PUNCT
fbem-22292	2	34	exhibiting	exhibit	VERB
fbem-22292	2	35	strong	strong	ADJ
fbem-22292	2	36	interactivity	interactivity	NOUN
fbem-22292	2	37	in	in	ADP
fbem-22292	2	38	the	the	DET
fbem-22292	2	39	digital	digital	ADJ
fbem-22292	2	40	environment	environment	NOUN
fbem-22292	2	41	.	.	PUNCT
fbem-22292	3	1	these	these	DET
fbem-22292	3	2	characteristics	characteristic	NOUN
fbem-22292	3	3	reflect	reflect	VERB
fbem-22292	3	4	users	user	NOUN
fbem-22292	3	5	'	'	PART
fbem-22292	3	6	behavioral	behavioral	ADJ
fbem-22292	3	7	patterns	pattern	NOUN
fbem-22292	3	8	and	and	CCONJ
fbem-22292	3	9	preferences	preference	NOUN
fbem-22292	3	10	in	in	ADP
fbem-22292	3	11	the	the	DET
fbem-22292	3	12	digital	digital	ADJ
fbem-22292	3	13	landscape	landscape	NOUN
fbem-22292	3	14	,	,	PUNCT
fbem-22292	3	15	significantly	significantly	ADV
fbem-22292	3	16	influencing	influence	VERB
fbem-22292	3	17	content	content	NOUN
fbem-22292	3	18	consumption	consumption	NOUN
fbem-22292	3	19	.	.	PUNCT
fbem-22292	4	1	secondly	secondly	ADV
fbem-22292	4	2	,	,	PUNCT
fbem-22292	4	3	the	the	DET
fbem-22292	4	4	article	article	NOUN
fbem-22292	4	5	explores	explore	VERB
fbem-22292	4	6	the	the	DET
fbem-22292	4	7	trends	trend	NOUN
fbem-22292	4	8	in	in	ADP
fbem-22292	4	9	content	content	NOUN
fbem-22292	4	10	consumption	consumption	NOUN
fbem-22292	4	11	during	during	ADP
fbem-22292	4	12	the	the	DET
fbem-22292	4	13	new	new	ADJ
fbem-22292	4	14	media	medium	NOUN
fbem-22292	4	15	era	era	NOUN
fbem-22292	4	16	,	,	PUNCT
fbem-22292	4	17	including	include	VERB
fbem-22292	4	18	content	content	NOUN
fbem-22292	4	19	personalization	personalization	NOUN
fbem-22292	4	20	,	,	PUNCT
fbem-22292	4	21	diversification	diversification	NOUN
fbem-22292	4	22	of	of	ADP
fbem-22292	4	23	content	content	NOUN
fbem-22292	4	24	formats	format	NOUN
fbem-22292	4	25	,	,	PUNCT
fbem-22292	4	26	and	and	CCONJ
fbem-22292	4	27	the	the	DET
fbem-22292	4	28	rise	rise	NOUN
fbem-22292	4	29	of	of	ADP
fbem-22292	4	30	user	user	NOUN
fbem-22292	4	31	-	-	PUNCT
fbem-22292	4	32	generated	generate	VERB
fbem-22292	4	33	content	content	NOUN
fbem-22292	4	34	(	(	PUNCT
fbem-22292	4	35	ugc	ugc	PROPN
fbem-22292	4	36	)	)	PUNCT
fbem-22292	4	37	.	.	PUNCT
fbem-22292	5	1	these	these	DET
fbem-22292	5	2	trends	trend	NOUN
fbem-22292	5	3	not	not	PART
fbem-22292	5	4	only	only	ADV
fbem-22292	5	5	reshape	reshape	VERB
fbem-22292	5	6	the	the	DET
fbem-22292	5	7	way	way	NOUN
fbem-22292	5	8	content	content	NOUN
fbem-22292	5	9	is	be	AUX
fbem-22292	5	10	produced	produce	VERB
fbem-22292	5	11	and	and	CCONJ
fbem-22292	5	12	disseminated	disseminate	VERB
fbem-22292	5	13	but	but	CCONJ
fbem-22292	5	14	also	also	ADV
fbem-22292	5	15	profoundly	profoundly	ADV
fbem-22292	5	16	impact	impact	VERB
fbem-22292	5	17	user	user	NOUN
fbem-22292	5	18	behavior	behavior	NOUN
fbem-22292	5	19	and	and	CCONJ
fbem-22292	5	20	consumption	consumption	NOUN
fbem-22292	5	21	patterns	pattern	NOUN
fbem-22292	5	22	.	.	PUNCT
fbem-22292	6	1	furthermore	furthermore	ADV
fbem-22292	6	2	,	,	PUNCT
fbem-22292	6	3	the	the	DET
fbem-22292	6	4	relationship	relationship	NOUN
fbem-22292	6	5	between	between	ADP
fbem-22292	6	6	user	user	NOUN
fbem-22292	6	7	behavior	behavior	NOUN
fbem-22292	6	8	and	and	CCONJ
fbem-22292	6	9	content	content	NOUN
fbem-22292	6	10	consumption	consumption	NOUN
fbem-22292	6	11	is	be	AUX
fbem-22292	6	12	thoroughly	thoroughly	ADV
fbem-22292	6	13	examined	examine	VERB
fbem-22292	6	14	,	,	PUNCT
fbem-22292	6	15	uncovering	uncover	VERB
fbem-22292	6	16	the	the	DET
fbem-22292	6	17	interplay	interplay	NOUN
fbem-22292	6	18	and	and	CCONJ
fbem-22292	6	19	influence	influence	NOUN
fbem-22292	6	20	between	between	ADP
fbem-22292	6	21	the	the	DET
fbem-22292	6	22	two	two	NUM
fbem-22292	6	23	.	.	PUNCT
fbem-22292	7	1	keywords	keyword	NOUN
fbem-22292	7	2	:	:	PUNCT
fbem-22292	7	3	new	new	ADJ
fbem-22292	7	4	media	medium	NOUN
fbem-22292	7	5	,	,	PUNCT
fbem-22292	7	6	user	user	NOUN
fbem-22292	7	7	behavior	behavior	NOUN
fbem-22292	7	8	,	,	PUNCT
fbem-22292	7	9	content	content	NOUN
fbem-22292	7	10	consumption	consumption	NOUN
fbem-22292	7	11	,	,	PUNCT
fbem-22292	7	12	personalization	personalization	NOUN
fbem-22292	7	13	,	,	PUNCT
fbem-22292	7	14	interactivity	interactivity	NOUN
fbem-22292	7	15	.	.	PUNCT
fbem-22292	8	1	1	1	X
fbem-22292	8	2	.	.	X
fbem-22292	8	3	introduction	introduction	NOUN
fbem-22292	8	4	in	in	ADP
fbem-22292	8	5	the	the	DET
fbem-22292	8	6	era	era	NOUN
fbem-22292	8	7	of	of	ADP
fbem-22292	8	8	new	new	ADJ
fbem-22292	8	9	media	medium	NOUN
fbem-22292	8	10	,	,	PUNCT
fbem-22292	8	11	user	user	NOUN
fbem-22292	8	12	behavior	behavior	NOUN
fbem-22292	8	13	and	and	CCONJ
fbem-22292	8	14	content	content	NOUN
fbem-22292	8	15	consumption	consumption	NOUN
fbem-22292	8	16	patterns	pattern	NOUN
fbem-22292	8	17	are	be	AUX
fbem-22292	8	18	undergoing	undergo	VERB
fbem-22292	8	19	unprecedented	unprecedented	ADJ
fbem-22292	8	20	changes	change	NOUN
fbem-22292	8	21	.	.	PUNCT
fbem-22292	9	1	with	with	ADP
fbem-22292	9	2	technological	technological	ADJ
fbem-22292	9	3	advancements	advancement	NOUN
fbem-22292	9	4	,	,	PUNCT
fbem-22292	9	5	new	new	ADJ
fbem-22292	9	6	media	medium	NOUN
fbem-22292	9	7	platforms	platform	NOUN
fbem-22292	9	8	have	have	AUX
fbem-22292	9	9	proliferated	proliferate	VERB
fbem-22292	9	10	,	,	PUNCT
fbem-22292	9	11	not	not	PART
fbem-22292	9	12	only	only	ADV
fbem-22292	9	13	changing	change	VERB
fbem-22292	9	14	the	the	DET
fbem-22292	9	15	way	way	NOUN
fbem-22292	9	16	people	people	NOUN
fbem-22292	9	17	access	access	VERB
fbem-22292	9	18	information	information	NOUN
fbem-22292	9	19	but	but	CCONJ
fbem-22292	9	20	also	also	ADV
fbem-22292	9	21	reshaping	reshape	VERB
fbem-22292	9	22	the	the	DET
fbem-22292	9	23	interactive	interactive	ADJ
fbem-22292	9	24	relationship	relationship	NOUN
fbem-22292	9	25	between	between	ADP
fbem-22292	9	26	users	user	NOUN
fbem-22292	9	27	and	and	CCONJ
fbem-22292	9	28	content	content	NOUN
fbem-22292	9	29	.	.	PUNCT
fbem-22292	10	1	this	this	DET
fbem-22292	10	2	article	article	NOUN
fbem-22292	10	3	delves	delve	VERB
fbem-22292	10	4	into	into	ADP
fbem-22292	10	5	the	the	DET
fbem-22292	10	6	three	three	NUM
fbem-22292	10	7	major	major	ADJ
fbem-22292	10	8	characteristics	characteristic	NOUN
fbem-22292	10	9	of	of	ADP
fbem-22292	10	10	user	user	NOUN
fbem-22292	10	11	behavior	behavior	NOUN
fbem-22292	10	12	in	in	ADP
fbem-22292	10	13	the	the	DET
fbem-22292	10	14	new	new	ADJ
fbem-22292	10	15	media	medium	NOUN
fbem-22292	10	16	era	era	NOUN
fbem-22292	10	17	:	:	PUNCT
fbem-22292	10	18	diversity	diversity	NOUN
fbem-22292	10	19	,	,	PUNCT
fbem-22292	10	20	interactivity	interactivity	NOUN
fbem-22292	10	21	,	,	PUNCT
fbem-22292	10	22	and	and	CCONJ
fbem-22292	10	23	personalization	personalization	NOUN
fbem-22292	10	24	,	,	PUNCT
fbem-22292	10	25	and	and	CCONJ
fbem-22292	10	26	how	how	SCONJ
fbem-22292	10	27	these	these	DET
fbem-22292	10	28	characteristics	characteristic	NOUN
fbem-22292	10	29	influence	influence	NOUN
fbem-22292	10	30	content	content	NOUN
fbem-22292	10	31	consumption	consumption	NOUN
fbem-22292	10	32	trends	trend	NOUN
fbem-22292	10	33	.	.	PUNCT
fbem-22292	11	1	the	the	DET
fbem-22292	11	2	article	article	NOUN
fbem-22292	11	3	further	far	ADV
fbem-22292	11	4	analyzes	analyze	VERB
fbem-22292	11	5	the	the	DET
fbem-22292	11	6	close	close	ADJ
fbem-22292	11	7	relationship	relationship	NOUN
fbem-22292	11	8	between	between	ADP
fbem-22292	11	9	user	user	NOUN
fbem-22292	11	10	behavior	behavior	NOUN
fbem-22292	11	11	and	and	CCONJ
fbem-22292	11	12	content	content	NOUN
fbem-22292	11	13	consumption	consumption	NOUN
fbem-22292	11	14	,	,	PUNCT
fbem-22292	11	15	especially	especially	ADV
fbem-22292	11	16	in	in	ADP
fbem-22292	11	17	the	the	DET
fbem-22292	11	18	aspects	aspect	NOUN
fbem-22292	11	19	of	of	ADP
fbem-22292	11	20	mobility	mobility	NOUN
fbem-22292	11	21	and	and	CCONJ
fbem-22292	11	22	real	real	ADJ
fbem-22292	11	23	-	-	PUNCT
fbem-22292	11	24	time	time	NOUN
fbem-22292	11	25	interaction	interaction	NOUN
fbem-22292	11	26	,	,	PUNCT
fbem-22292	11	27	providing	provide	VERB
fbem-22292	11	28	a	a	DET
fbem-22292	11	29	comprehensive	comprehensive	ADJ
fbem-22292	11	30	perspective	perspective	NOUN
fbem-22292	11	31	for	for	ADP
fbem-22292	11	32	understanding	understand	VERB
fbem-22292	11	33	user	user	NOUN
fbem-22292	11	34	behavior	behavior	NOUN
fbem-22292	11	35	and	and	CCONJ
fbem-22292	11	36	content	content	ADJ
fbem-22292	11	37	consumption	consumption	NOUN
fbem-22292	11	38	in	in	ADP
fbem-22292	11	39	the	the	DET
fbem-22292	11	40	new	new	ADJ
fbem-22292	11	41	media	medium	NOUN
fbem-22292	11	42	environment	environment	NOUN
fbem-22292	11	43	.	.	PUNCT
fbem-22292	12	1	2	2	X
fbem-22292	12	2	.	.	X
fbem-22292	12	3	characteristics	characteristic	NOUN
fbem-22292	12	4	of	of	ADP
fbem-22292	12	5	user	user	NOUN
fbem-22292	12	6	behavior	behavior	NOUN
fbem-22292	12	7	in	in	ADP
fbem-22292	12	8	the	the	DET
fbem-22292	12	9	era	era	NOUN
fbem-22292	12	10	of	of	ADP
fbem-22292	12	11	new	new	ADJ
fbem-22292	12	12	media	medium	NOUN
fbem-22292	12	13	2.1	2.1	NUM
fbem-22292	12	14	.	.	PUNCT
fbem-22292	13	1	diversity	diversity	NOUN
fbem-22292	13	2	the	the	DET
fbem-22292	13	3	users	user	NOUN
fbem-22292	13	4	in	in	ADP
fbem-22292	13	5	the	the	DET
fbem-22292	13	6	new	new	ADJ
fbem-22292	13	7	media	medium	NOUN
fbem-22292	13	8	environment	environment	NOUN
fbem-22292	13	9	exhibit	exhibit	VERB
fbem-22292	13	10	distinct	distinct	ADJ
fbem-22292	13	11	diversity	diversity	NOUN
fbem-22292	13	12	characteristics	characteristic	NOUN
fbem-22292	13	13	.	.	PUNCT
fbem-22292	14	1	with	with	ADP
fbem-22292	14	2	the	the	DET
fbem-22292	14	3	continuous	continuous	ADJ
fbem-22292	14	4	development	development	NOUN
fbem-22292	14	5	of	of	ADP
fbem-22292	14	6	new	new	ADJ
fbem-22292	14	7	media	medium	NOUN
fbem-22292	14	8	technologies	technology	NOUN
fbem-22292	14	9	,	,	PUNCT
fbem-22292	14	10	users	user	NOUN
fbem-22292	14	11	have	have	VERB
fbem-22292	14	12	access	access	NOUN
fbem-22292	14	13	to	to	ADP
fbem-22292	14	14	a	a	DET
fbem-22292	14	15	rich	rich	ADJ
fbem-22292	14	16	and	and	CCONJ
fbem-22292	14	17	diverse	diverse	ADJ
fbem-22292	14	18	array	array	NOUN
fbem-22292	14	19	of	of	ADP
fbem-22292	14	20	media	medium	NOUN
fbem-22292	14	21	channels	channel	NOUN
fbem-22292	14	22	and	and	CCONJ
fbem-22292	14	23	content	content	NOUN
fbem-22292	14	24	,	,	PUNCT
fbem-22292	14	25	encompassing	encompass	VERB
fbem-22292	14	26	various	various	ADJ
fbem-22292	14	27	forms	form	NOUN
fbem-22292	14	28	such	such	ADJ
fbem-22292	14	29	as	as	ADP
fbem-22292	14	30	text	text	NOUN
fbem-22292	14	31	,	,	PUNCT
fbem-22292	14	32	images	image	NOUN
fbem-22292	14	33	,	,	PUNCT
fbem-22292	14	34	audio	audio	NOUN
fbem-22292	14	35	,	,	PUNCT
fbem-22292	14	36	and	and	CCONJ
fbem-22292	14	37	video	video	NOUN
fbem-22292	14	38	.	.	PUNCT
fbem-22292	15	1	the	the	DET
fbem-22292	15	2	differing	differ	VERB
fbem-22292	15	3	characteristics	characteristic	NOUN
fbem-22292	15	4	of	of	ADP
fbem-22292	15	5	various	various	ADJ
fbem-22292	15	6	media	medium	NOUN
fbem-22292	15	7	content	content	NOUN
fbem-22292	15	8	and	and	CCONJ
fbem-22292	15	9	user	user	NOUN
fbem-22292	15	10	interests	interest	NOUN
fbem-22292	15	11	result	result	VERB
fbem-22292	15	12	in	in	ADP
fbem-22292	15	13	a	a	DET
fbem-22292	15	14	diverse	diverse	ADJ
fbem-22292	15	15	user	user	NOUN
fbem-22292	15	16	base	base	NOUN
fbem-22292	15	17	.	.	PUNCT
fbem-22292	16	1	different	different	ADJ
fbem-22292	16	2	behaviors	behavior	NOUN
fbem-22292	16	3	on	on	ADP
fbem-22292	16	4	new	new	ADJ
fbem-22292	16	5	media	medium	NOUN
fbem-22292	16	6	platforms	platform	NOUN
fbem-22292	16	7	reflect	reflect	VERB
fbem-22292	16	8	varying	vary	VERB
fbem-22292	16	9	demands	demand	NOUN
fbem-22292	16	10	for	for	ADP
fbem-22292	16	11	information	information	NOUN
fbem-22292	16	12	and	and	CCONJ
fbem-22292	16	13	content	content	NOUN
fbem-22292	16	14	.	.	PUNCT
fbem-22292	17	1	lu	lu	PROPN
fbem-22292	17	2	zheng	zheng	PROPN
fbem-22292	17	3	's	's	PART
fbem-22292	17	4	research	research	NOUN
fbem-22292	17	5	[	[	X
fbem-22292	17	6	1	1	X
fbem-22292	17	7	]	]	PUNCT
fbem-22292	17	8	suggests	suggest	VERB
fbem-22292	17	9	that	that	SCONJ
fbem-22292	17	10	the	the	DET
fbem-22292	17	11	new	new	ADJ
fbem-22292	17	12	media	medium	NOUN
fbem-22292	17	13	era	era	NOUN
fbem-22292	17	14	leads	lead	VERB
fbem-22292	17	15	to	to	ADP
fbem-22292	17	16	a	a	DET
fbem-22292	17	17	diversification	diversification	NOUN
fbem-22292	17	18	of	of	ADP
fbem-22292	17	19	public	public	ADJ
fbem-22292	17	20	demand	demand	NOUN
fbem-22292	17	21	,	,	PUNCT
fbem-22292	17	22	and	and	CCONJ
fbem-22292	17	23	,	,	PUNCT
fbem-22292	17	24	by	by	ADP
fbem-22292	17	25	reasonably	reasonably	ADV
fbem-22292	17	26	stimulating	stimulate	VERB
fbem-22292	17	27	diverse	diverse	ADJ
fbem-22292	17	28	cultural	cultural	ADJ
fbem-22292	17	29	values	value	NOUN
fbem-22292	17	30	,	,	PUNCT
fbem-22292	17	31	new	new	ADJ
fbem-22292	17	32	media	medium	NOUN
fbem-22292	17	33	positively	positively	ADV
fbem-22292	17	34	shapes	shape	VERB
fbem-22292	17	35	diverse	diverse	ADJ
fbem-22292	17	36	public	public	ADJ
fbem-22292	17	37	demands	demand	NOUN
fbem-22292	17	38	,	,	PUNCT
fbem-22292	17	39	serving	serve	VERB
fbem-22292	17	40	as	as	ADP
fbem-22292	17	41	a	a	DET
fbem-22292	17	42	positive	positive	ADJ
fbem-22292	17	43	effect	effect	NOUN
fbem-22292	17	44	of	of	ADP
fbem-22292	17	45	cultural	cultural	ADJ
fbem-22292	17	46	trends	trend	NOUN
fbem-22292	17	47	leading	lead	VERB
fbem-22292	17	48	the	the	DET
fbem-22292	17	49	market	market	NOUN
fbem-22292	17	50	.	.	PUNCT
fbem-22292	18	1	this	this	DET
fbem-22292	18	2	diversity	diversity	NOUN
fbem-22292	18	3	highlights	highlight	VERB
fbem-22292	18	4	different	different	ADJ
fbem-22292	18	5	user	user	NOUN
fbem-22292	18	6	interests	interest	NOUN
fbem-22292	18	7	and	and	CCONJ
fbem-22292	18	8	demands	demand	NOUN
fbem-22292	18	9	,	,	PUNCT
fbem-22292	18	10	posing	pose	VERB
fbem-22292	18	11	challenges	challenge	NOUN
fbem-22292	18	12	for	for	ADP
fbem-22292	18	13	content	content	NOUN
fbem-22292	18	14	producers	producer	NOUN
fbem-22292	18	15	and	and	CCONJ
fbem-22292	18	16	platform	platform	NOUN
fbem-22292	18	17	operators	operator	NOUN
fbem-22292	18	18	in	in	ADP
fbem-22292	18	19	designing	design	VERB
fbem-22292	18	20	tailored	tailor	VERB
fbem-22292	18	21	content	content	NOUN
fbem-22292	18	22	strategies	strategy	NOUN
fbem-22292	18	23	and	and	CCONJ
fbem-22292	18	24	promotional	promotional	ADJ
fbem-22292	18	25	methods	method	NOUN
fbem-22292	18	26	.	.	PUNCT
fbem-22292	19	1	2.2	2.2	NUM
fbem-22292	19	2	.	.	PUNCT
fbem-22292	19	3	interactivity	interactivity	NOUN
fbem-22292	19	4	in	in	ADP
fbem-22292	19	5	the	the	DET
fbem-22292	19	6	new	new	ADJ
fbem-22292	19	7	media	medium	NOUN
fbem-22292	19	8	environment	environment	NOUN
fbem-22292	19	9	,	,	PUNCT
fbem-22292	19	10	users	user	NOUN
fbem-22292	19	11	place	place	VERB
fbem-22292	19	12	greater	great	ADJ
fbem-22292	19	13	emphasis	emphasis	NOUN
fbem-22292	19	14	on	on	ADP
fbem-22292	19	15	interactive	interactive	ADJ
fbem-22292	19	16	and	and	CCONJ
fbem-22292	19	17	participatory	participatory	ADJ
fbem-22292	19	18	experiences	experience	NOUN
fbem-22292	19	19	.	.	PUNCT
fbem-22292	20	1	through	through	ADP
fbem-22292	20	2	social	social	ADJ
fbem-22292	20	3	media	medium	NOUN
fbem-22292	20	4	,	,	PUNCT
fbem-22292	20	5	blogs	blog	NOUN
fbem-22292	20	6	,	,	PUNCT
fbem-22292	20	7	forums	forum	NOUN
fbem-22292	20	8	,	,	PUNCT
fbem-22292	20	9	and	and	CCONJ
fbem-22292	20	10	other	other	ADJ
fbem-22292	20	11	platforms	platform	NOUN
fbem-22292	20	12	,	,	PUNCT
fbem-22292	20	13	users	user	NOUN
fbem-22292	20	14	can	can	AUX
fbem-22292	20	15	actively	actively	ADV
fbem-22292	20	16	engage	engage	VERB
fbem-22292	20	17	and	and	CCONJ
fbem-22292	20	18	establish	establish	VERB
fbem-22292	20	19	interactive	interactive	ADJ
fbem-22292	20	20	relationships	relationship	NOUN
fbem-22292	20	21	with	with	ADP
fbem-22292	20	22	media	medium	NOUN
fbem-22292	20	23	content	content	NOUN
fbem-22292	20	24	.	.	PUNCT
fbem-22292	21	1	users	user	NOUN
fbem-22292	21	2	are	be	AUX
fbem-22292	21	3	no	no	ADV
fbem-22292	21	4	longer	long	ADV
fbem-22292	21	5	passive	passive	ADJ
fbem-22292	21	6	recipients	recipient	NOUN
fbem-22292	21	7	of	of	ADP
fbem-22292	21	8	information	information	NOUN
fbem-22292	21	9	;	;	PUNCT
fbem-22292	21	10	rather	rather	ADV
fbem-22292	21	11	,	,	PUNCT
fbem-22292	21	12	they	they	PRON
fbem-22292	21	13	have	have	AUX
fbem-22292	21	14	become	become	VERB
fbem-22292	21	15	creators	creator	NOUN
fbem-22292	21	16	and	and	CCONJ
fbem-22292	21	17	disseminators	disseminator	NOUN
fbem-22292	21	18	of	of	ADP
fbem-22292	21	19	information	information	NOUN
fbem-22292	21	20	,	,	PUNCT
fbem-22292	21	21	providing	provide	VERB
fbem-22292	21	22	comments	comment	NOUN
fbem-22292	21	23	,	,	PUNCT
fbem-22292	21	24	reposting	reposte	VERB
fbem-22292	21	25	,	,	PUNCT
fbem-22292	21	26	and	and	CCONJ
fbem-22292	21	27	sharing	share	VERB
fbem-22292	21	28	media	medium	NOUN
fbem-22292	21	29	content	content	NOUN
fbem-22292	21	30	.	.	PUNCT
fbem-22292	22	1	this	this	PRON
fbem-22292	22	2	has	have	AUX
fbem-22292	22	3	led	lead	VERB
fbem-22292	22	4	to	to	ADP
fbem-22292	22	5	a	a	DET
fbem-22292	22	6	more	more	ADV
fbem-22292	22	7	open	open	ADJ
fbem-22292	22	8	and	and	CCONJ
fbem-22292	22	9	interactive	interactive	ADJ
fbem-22292	22	10	user	user	NOUN
fbem-22292	22	11	community	community	NOUN
fbem-22292	22	12	,	,	PUNCT
fbem-22292	22	13	with	with	ADP
fbem-22292	22	14	users	user	NOUN
fbem-22292	22	15	showcasing	showcase	VERB
fbem-22292	22	16	a	a	DET
fbem-22292	22	17	range	range	NOUN
fbem-22292	22	18	of	of	ADP
fbem-22292	22	19	interactive	interactive	ADJ
fbem-22292	22	20	methods	method	NOUN
fbem-22292	22	21	and	and	CCONJ
fbem-22292	22	22	frequencies	frequency	NOUN
fbem-22292	22	23	on	on	ADP
fbem-22292	22	24	new	new	ADJ
fbem-22292	22	25	media	medium	NOUN
fbem-22292	22	26	platforms	platform	NOUN
fbem-22292	22	27	,	,	PUNCT
fbem-22292	22	28	including	include	VERB
fbem-22292	22	29	commenting	comment	VERB
fbem-22292	22	30	,	,	PUNCT
fbem-22292	22	31	liking	like	VERB
fbem-22292	22	32	,	,	PUNCT
fbem-22292	22	33	sharing	sharing	NOUN
fbem-22292	22	34	,	,	PUNCT
fbem-22292	22	35	and	and	CCONJ
fbem-22292	22	36	participating	participate	VERB
fbem-22292	22	37	in	in	ADP
fbem-22292	22	38	thematic	thematic	ADJ
fbem-22292	22	39	discussions	discussion	NOUN
fbem-22292	22	40	.	.	PUNCT
fbem-22292	23	1	yao	yao	PROPN
fbem-22292	23	2	peidong	peidong	PROPN
fbem-22292	23	3	's	's	PART
fbem-22292	23	4	research	research	NOUN
fbem-22292	23	5	[	[	X
fbem-22292	23	6	2	2	X
fbem-22292	23	7	]	]	PUNCT
fbem-22292	23	8	has	have	AUX
fbem-22292	23	9	investigated	investigate	VERB
fbem-22292	23	10	the	the	DET
fbem-22292	23	11	emotional	emotional	ADJ
fbem-22292	23	12	resonance	resonance	NOUN
fbem-22292	23	13	of	of	ADP
fbem-22292	23	14	social	social	ADJ
fbem-22292	23	15	interaction	interaction	NOUN
fbem-22292	23	16	among	among	ADP
fbem-22292	23	17	new	new	ADJ
fbem-22292	23	18	media	medium	NOUN
fbem-22292	23	19	users	user	NOUN
fbem-22292	23	20	,	,	PUNCT
fbem-22292	23	21	demonstrating	demonstrate	VERB
fbem-22292	23	22	that	that	SCONJ
fbem-22292	23	23	user	user	NOUN
fbem-22292	23	24	interaction	interaction	NOUN
fbem-22292	23	25	is	be	AUX
fbem-22292	23	26	not	not	PART
fbem-22292	23	27	only	only	ADV
fbem-22292	23	28	a	a	DET
fbem-22292	23	29	response	response	NOUN
fbem-22292	23	30	to	to	ADP
fbem-22292	23	31	content	content	NOUN
fbem-22292	23	32	but	but	CCONJ
fbem-22292	23	33	also	also	ADV
fbem-22292	23	34	a	a	DET
fbem-22292	23	35	form	form	NOUN
fbem-22292	23	36	of	of	ADP
fbem-22292	23	37	social	social	ADJ
fbem-22292	23	38	communication	communication	NOUN
fbem-22292	23	39	among	among	ADP
fbem-22292	23	40	users	user	NOUN
fbem-22292	23	41	,	,	PUNCT
fbem-22292	23	42	significantly	significantly	ADV
fbem-22292	23	43	impacting	impact	VERB
fbem-22292	23	44	content	content	NOUN
fbem-22292	23	45	dissemination	dissemination	NOUN
fbem-22292	23	46	and	and	CCONJ
fbem-22292	23	47	consumption	consumption	NOUN
fbem-22292	23	48	.	.	PUNCT
fbem-22292	24	1	platforms	platform	NOUN
fbem-22292	24	2	and	and	CCONJ
fbem-22292	24	3	content	content	NOUN
fbem-22292	24	4	creators	creator	NOUN
fbem-22292	24	5	must	must	AUX
fbem-22292	24	6	promote	promote	VERB
fbem-22292	24	7	and	and	CCONJ
fbem-22292	24	8	guide	guide	VERB
fbem-22292	24	9	positive	positive	ADJ
fbem-22292	24	10	user	user	NOUN
fbem-22292	24	11	interaction	interaction	NOUN
fbem-22292	24	12	to	to	PART
fbem-22292	24	13	facilitate	facilitate	VERB
fbem-22292	24	14	content	content	NOUN
fbem-22292	24	15	dissemination	dissemination	NOUN
fbem-22292	24	16	and	and	CCONJ
fbem-22292	24	17	enhance	enhance	VERB
fbem-22292	24	18	user	user	NOUN
fbem-22292	24	19	engagement	engagement	NOUN
fbem-22292	24	20	.	.	PUNCT
fbem-22292	25	1	2.3	2.3	NUM
fbem-22292	25	2	.	.	PUNCT
fbem-22292	25	3	personalization	personalization	NOUN
fbem-22292	25	4	in	in	ADP
fbem-22292	25	5	the	the	DET
fbem-22292	25	6	new	new	ADJ
fbem-22292	25	7	media	medium	NOUN
fbem-22292	25	8	environment	environment	NOUN
fbem-22292	25	9	,	,	PUNCT
fbem-22292	25	10	users	user	NOUN
fbem-22292	25	11	are	be	AUX
fbem-22292	25	12	increasingly	increasingly	ADV
fbem-22292	25	13	focused	focus	VERB
fbem-22292	25	14	on	on	ADP
fbem-22292	25	15	the	the	DET
fbem-22292	25	16	satisfaction	satisfaction	NOUN
fbem-22292	25	17	of	of	ADP
fbem-22292	25	18	personalized	personalized	ADJ
fbem-22292	25	19	needs	need	NOUN
fbem-22292	25	20	.	.	PUNCT
fbem-22292	26	1	with	with	ADP
fbem-22292	26	2	the	the	DET
fbem-22292	26	3	support	support	NOUN
fbem-22292	26	4	of	of	ADP
fbem-22292	26	5	internet	internet	NOUN
fbem-22292	26	6	technology	technology	NOUN
fbem-22292	26	7	,	,	PUNCT
fbem-22292	26	8	users	user	NOUN
fbem-22292	26	9	can	can	AUX
fbem-22292	26	10	freely	freely	ADV
fbem-22292	26	11	select	select	VERB
fbem-22292	26	12	and	and	CCONJ
fbem-22292	26	13	customize	customize	VERB
fbem-22292	26	14	content	content	NOUN
fbem-22292	26	15	based	base	VERB
fbem-22292	26	16	on	on	ADP
fbem-22292	26	17	their	their	PRON
fbem-22292	26	18	own	own	ADJ
fbem-22292	26	19	interests	interest	NOUN
fbem-22292	26	20	,	,	PUNCT
fbem-22292	26	21	preferences	preference	NOUN
fbem-22292	26	22	,	,	PUNCT
fbem-22292	26	23	and	and	CCONJ
fbem-22292	26	24	needs	need	VERB
fbem-22292	26	25	.	.	PUNCT
fbem-22292	27	1	through	through	ADP
fbem-22292	27	2	techniques	technique	NOUN
fbem-22292	27	3	such	such	ADJ
fbem-22292	27	4	as	as	ADP
fbem-22292	27	5	recommendation	recommendation	NOUN
fbem-22292	27	6	algorithms	algorithm	NOUN
fbem-22292	27	7	and	and	CCONJ
fbem-22292	27	8	personalized	personalized	ADJ
fbem-22292	27	9	content	content	NOUN
fbem-22292	27	10	delivery	delivery	NOUN
fbem-22292	27	11	,	,	PUNCT
fbem-22292	27	12	new	new	ADJ
fbem-22292	27	13	media	medium	NOUN
fbem-22292	27	14	can	can	AUX
fbem-22292	27	15	offer	offer	VERB
fbem-22292	27	16	content	content	NOUN
fbem-22292	27	17	and	and	CCONJ
fbem-22292	27	18	services	service	NOUN
fbem-22292	27	19	that	that	PRON
fbem-22292	27	20	better	well	ADV
fbem-22292	27	21	align	align	VERB
fbem-22292	27	22	with	with	ADP
fbem-22292	27	23	users	user	NOUN
fbem-22292	27	24	'	'	PART
fbem-22292	27	25	personalized	personalized	ADJ
fbem-22292	27	26	needs	need	NOUN
fbem-22292	27	27	,	,	PUNCT
fbem-22292	27	28	thereby	thereby	ADV
fbem-22292	27	29	enhancing	enhance	VERB
fbem-22292	27	30	the	the	DET
fbem-22292	27	31	overall	overall	ADJ
fbem-22292	27	32	user	user	NOUN
fbem-22292	27	33	experience	experience	NOUN
fbem-22292	27	34	.	.	PUNCT
fbem-22292	28	1	new	new	ADJ
fbem-22292	28	2	media	medium	NOUN
fbem-22292	28	3	platforms	platform	NOUN
fbem-22292	28	4	leverage	leverage	NOUN
fbem-22292	28	5	recommendation	recommendation	NOUN
fbem-22292	28	6	systems	system	NOUN
fbem-22292	28	7	to	to	PART
fbem-22292	28	8	provide	provide	VERB
fbem-22292	28	9	personalized	personalized	ADJ
fbem-22292	28	10	content	content	NOUN
fbem-22292	28	11	recommendations	recommendation	NOUN
fbem-22292	28	12	based	base	VERB
fbem-22292	28	13	on	on	ADP
fbem-22292	28	14	users	user	NOUN
fbem-22292	28	15	'	'	PART
fbem-22292	28	16	interests	interest	NOUN
fbem-22292	28	17	and	and	CCONJ
fbem-22292	28	18	preferences	preference	NOUN
fbem-22292	28	19	.	.	PUNCT
fbem-22292	29	1	this	this	DET
fbem-22292	29	2	application	application	NOUN
fbem-22292	29	3	allows	allow	VERB
fbem-22292	29	4	users	user	NOUN
fbem-22292	29	5	to	to	PART
fbem-22292	29	6	quickly	quickly	ADV
fbem-22292	29	7	discover	discover	VERB
fbem-22292	29	8	content	content	NOUN
fbem-22292	29	9	that	that	PRON
fbem-22292	29	10	aligns	align	VERB
fbem-22292	29	11	with	with	ADP
fbem-22292	29	12	their	their	PRON
fbem-22292	29	13	preferences	preference	NOUN
fbem-22292	29	14	,	,	PUNCT
fbem-22292	29	15	thereby	thereby	ADV
fbem-22292	29	16	increasing	increase	VERB
fbem-22292	29	17	their	their	PRON
fbem-22292	29	18	engagement	engagement	NOUN
fbem-22292	29	19	with	with	ADP
fbem-22292	29	20	the	the	DET
fbem-22292	29	21	platform	platform	NOUN
fbem-22292	29	22	and	and	CCONJ
fbem-22292	29	23	their	their	PRON
fbem-22292	29	24	consumption	consumption	NOUN
fbem-22292	29	25	of	of	ADP
fbem-22292	29	26	content	content	NOUN
fbem-22292	29	27	.	.	PUNCT
fbem-22292	30	1	the	the	DET
fbem-22292	30	2	emergence	emergence	NOUN
fbem-22292	30	3	of	of	ADP
fbem-22292	30	4	personalized	personalized	ADJ
fbem-22292	30	5	recommendations	recommendation	NOUN
fbem-22292	30	6	is	be	AUX
fbem-22292	30	7	aimed	aim	VERB
fbem-22292	30	8	at	at	ADP
fbem-22292	30	9	better	well	ADV
fbem-22292	30	10	addressing	address	VERB
fbem-22292	30	11	266	266	NUM
fbem-22292	30	12	user	user	NOUN
fbem-22292	30	13	needs	need	NOUN
fbem-22292	30	14	in	in	ADP
fbem-22292	30	15	an	an	DET
fbem-22292	30	16	era	era	NOUN
fbem-22292	30	17	of	of	ADP
fbem-22292	30	18	information	information	NOUN
fbem-22292	30	19	overload	overload	NOUN
fbem-22292	30	20	,	,	PUNCT
fbem-22292	30	21	ultimately	ultimately	ADV
fbem-22292	30	22	enhancing	enhance	VERB
fbem-22292	30	23	the	the	DET
fbem-22292	30	24	user	user	NOUN
fbem-22292	30	25	experience	experience	NOUN
fbem-22292	30	26	.	.	PUNCT
fbem-22292	31	1	scholar	scholar	PROPN
fbem-22292	31	2	yu	yu	PROPN
fbem-22292	31	3	guoming	guoming	NOUN
fbem-22292	31	4	suggests	suggest	VERB
fbem-22292	31	5	that	that	SCONJ
fbem-22292	31	6	personalized	personalized	ADJ
fbem-22292	31	7	recommendations	recommendation	NOUN
fbem-22292	31	8	involve	involve	VERB
fbem-22292	31	9	analyzing	analyze	VERB
fbem-22292	31	10	user	user	NOUN
fbem-22292	31	11	behavior	behavior	NOUN
fbem-22292	31	12	and	and	CCONJ
fbem-22292	31	13	relationships	relationship	NOUN
fbem-22292	31	14	to	to	PART
fbem-22292	31	15	uncover	uncover	VERB
fbem-22292	31	16	user	user	NOUN
fbem-22292	31	17	content	content	NOUN
fbem-22292	31	18	preferences	preference	NOUN
fbem-22292	31	19	and	and	CCONJ
fbem-22292	31	20	potential	potential	ADJ
fbem-22292	31	21	needs	need	NOUN
fbem-22292	31	22	,	,	PUNCT
fbem-22292	31	23	automatically	automatically	ADV
fbem-22292	31	24	generating	generate	VERB
fbem-22292	31	25	information	information	NOUN
fbem-22292	31	26	that	that	PRON
fbem-22292	31	27	meets	meet	VERB
fbem-22292	31	28	user	user	NOUN
fbem-22292	31	29	demands	demand	NOUN
fbem-22292	31	30	[	[	X
fbem-22292	31	31	3	3	NUM
fbem-22292	31	32	]	]	PUNCT
fbem-22292	31	33	.	.	PUNCT
fbem-22292	32	1	this	this	PRON
fbem-22292	32	2	implies	imply	VERB
fbem-22292	32	3	that	that	SCONJ
fbem-22292	32	4	the	the	DET
fbem-22292	32	5	premise	premise	NOUN
fbem-22292	32	6	of	of	ADP
fbem-22292	32	7	personalized	personalized	ADJ
fbem-22292	32	8	recommendations	recommendation	NOUN
fbem-22292	32	9	is	be	AUX
fbem-22292	32	10	a	a	DET
fbem-22292	32	11	thorough	thorough	ADJ
fbem-22292	32	12	understanding	understanding	NOUN
fbem-22292	32	13	and	and	CCONJ
fbem-22292	32	14	collection	collection	NOUN
fbem-22292	32	15	of	of	ADP
fbem-22292	32	16	users	user	NOUN
fbem-22292	32	17	'	'	PART
fbem-22292	32	18	personal	personal	ADJ
fbem-22292	32	19	information	information	NOUN
fbem-22292	32	20	,	,	PUNCT
fbem-22292	32	21	with	with	ADP
fbem-22292	32	22	the	the	DET
fbem-22292	32	23	recommended	recommend	VERB
fbem-22292	32	24	content	content	NOUN
fbem-22292	32	25	likely	likely	ADJ
fbem-22292	32	26	to	to	PART
fbem-22292	32	27	sustain	sustain	VERB
fbem-22292	32	28	user	user	NOUN
fbem-22292	32	29	interest	interest	NOUN
fbem-22292	32	30	and	and	CCONJ
fbem-22292	32	31	attention	attention	NOUN
fbem-22292	32	32	.	.	PUNCT
fbem-22292	33	1	in	in	ADP
fbem-22292	33	2	2002	2002	NUM
fbem-22292	33	3	,	,	PUNCT
fbem-22292	33	4	google	google	PROPN
fbem-22292	33	5	news	news	PROPN
fbem-22292	33	6	first	first	ADV
fbem-22292	33	7	utilized	utilize	VERB
fbem-22292	33	8	algorithms	algorithm	NOUN
fbem-22292	33	9	to	to	PART
fbem-22292	33	10	generate	generate	VERB
fbem-22292	33	11	topic	topic	NOUN
fbem-22292	33	12	-	-	PUNCT
fbem-22292	33	13	based	base	VERB
fbem-22292	33	14	news	news	NOUN
fbem-22292	33	15	,	,	PUNCT
fbem-22292	33	16	ranking	rank	VERB
fbem-22292	33	17	news	news	NOUN
fbem-22292	33	18	from	from	ADP
fbem-22292	33	19	various	various	ADJ
fbem-22292	33	20	sources	source	NOUN
fbem-22292	33	21	to	to	PART
fbem-22292	33	22	provide	provide	VERB
fbem-22292	33	23	users	user	NOUN
fbem-22292	33	24	with	with	ADP
fbem-22292	33	25	personalized	personalized	ADJ
fbem-22292	33	26	news	news	NOUN
fbem-22292	33	27	pages	page	NOUN
fbem-22292	33	28	[	[	X
fbem-22292	33	29	4	4	NUM
fbem-22292	33	30	]	]	PUNCT
fbem-22292	33	31	.	.	PUNCT
fbem-22292	34	1	personalized	personalize	VERB
fbem-22292	34	2	recommendations	recommendation	NOUN
fbem-22292	34	3	not	not	PART
fbem-22292	34	4	only	only	ADV
fbem-22292	34	5	increase	increase	VERB
fbem-22292	34	6	user	user	NOUN
fbem-22292	34	7	attention	attention	NOUN
fbem-22292	34	8	to	to	ADP
fbem-22292	34	9	specific	specific	ADJ
fbem-22292	34	10	content	content	NOUN
fbem-22292	34	11	but	but	CCONJ
fbem-22292	34	12	also	also	ADV
fbem-22292	34	13	enhance	enhance	VERB
fbem-22292	34	14	their	their	PRON
fbem-22292	34	15	satisfaction	satisfaction	NOUN
fbem-22292	34	16	with	with	ADP
fbem-22292	34	17	the	the	DET
fbem-22292	34	18	platform	platform	NOUN
fbem-22292	34	19	,	,	PUNCT
fbem-22292	34	20	ultimately	ultimately	ADV
fbem-22292	34	21	impacting	impact	VERB
fbem-22292	34	22	their	their	PRON
fbem-22292	34	23	loyalty	loyalty	NOUN
fbem-22292	34	24	and	and	CCONJ
fbem-22292	34	25	consumption	consumption	NOUN
fbem-22292	34	26	patterns	pattern	NOUN
fbem-22292	34	27	.	.	PUNCT
fbem-22292	35	1	3	3	X
fbem-22292	35	2	.	.	X
fbem-22292	35	3	content	content	ADJ
fbem-22292	35	4	consumption	consumption	NOUN
fbem-22292	35	5	trends	trend	NOUN
fbem-22292	35	6	in	in	ADP
fbem-22292	35	7	the	the	DET
fbem-22292	35	8	era	era	NOUN
fbem-22292	35	9	of	of	ADP
fbem-22292	35	10	new	new	ADJ
fbem-22292	35	11	media	medium	NOUN
fbem-22292	35	12	3.1	3.1	NUM
fbem-22292	35	13	.	.	PUNCT
fbem-22292	36	1	personalized	personalize	VERB
fbem-22292	36	2	content	content	NOUN
fbem-22292	36	3	customization	customization	NOUN
fbem-22292	36	4	in	in	ADP
fbem-22292	36	5	the	the	DET
fbem-22292	36	6	era	era	NOUN
fbem-22292	36	7	of	of	ADP
fbem-22292	36	8	traditional	traditional	ADJ
fbem-22292	36	9	media	medium	NOUN
fbem-22292	37	1	,	,	PUNCT
fbem-22292	37	2	people	people	NOUN
fbem-22292	37	3	relied	rely	VERB
fbem-22292	37	4	primarily	primarily	ADV
fbem-22292	37	5	on	on	ADP
fbem-22292	37	6	channels	channel	NOUN
fbem-22292	37	7	such	such	ADJ
fbem-22292	37	8	as	as	ADP
fbem-22292	37	9	television	television	NOUN
fbem-22292	37	10	,	,	PUNCT
fbem-22292	37	11	radio	radio	NOUN
fbem-22292	37	12	,	,	PUNCT
fbem-22292	37	13	and	and	CCONJ
fbem-22292	37	14	newspapers	newspaper	NOUN
fbem-22292	37	15	for	for	ADP
fbem-22292	37	16	content	content	ADJ
fbem-22292	37	17	consumption	consumption	NOUN
fbem-22292	37	18	.	.	PUNCT
fbem-22292	38	1	regardless	regardless	ADV
fbem-22292	38	2	of	of	ADP
fbem-22292	38	3	the	the	DET
fbem-22292	38	4	city	city	NOUN
fbem-22292	38	5	in	in	ADP
fbem-22292	38	6	which	which	PRON
fbem-22292	38	7	you	you	PRON
fbem-22292	38	8	resided	reside	VERB
fbem-22292	38	9	,	,	PUNCT
fbem-22292	38	10	the	the	DET
fbem-22292	38	11	news	news	NOUN
fbem-22292	38	12	you	you	PRON
fbem-22292	38	13	encountered	encounter	VERB
fbem-22292	38	14	was	be	AUX
fbem-22292	38	15	likely	likely	ADJ
fbem-22292	38	16	to	to	PART
fbem-22292	38	17	be	be	AUX
fbem-22292	38	18	the	the	DET
fbem-22292	38	19	same	same	ADJ
fbem-22292	38	20	.	.	PUNCT
fbem-22292	39	1	however	however	ADV
fbem-22292	39	2	,	,	PUNCT
fbem-22292	39	3	in	in	ADP
fbem-22292	39	4	the	the	DET
fbem-22292	39	5	age	age	NOUN
fbem-22292	39	6	of	of	ADP
fbem-22292	39	7	internet	internet	NOUN
fbem-22292	39	8	media	medium	NOUN
fbem-22292	39	9	,	,	PUNCT
fbem-22292	39	10	the	the	DET
fbem-22292	39	11	situation	situation	NOUN
fbem-22292	39	12	has	have	AUX
fbem-22292	39	13	changed	change	VERB
fbem-22292	39	14	significantly	significantly	ADV
fbem-22292	39	15	.	.	PUNCT
fbem-22292	40	1	an	an	DET
fbem-22292	40	2	increasing	increase	VERB
fbem-22292	40	3	number	number	NOUN
fbem-22292	40	4	of	of	ADP
fbem-22292	40	5	internet	internet	NOUN
fbem-22292	40	6	platforms	platform	NOUN
fbem-22292	40	7	are	be	AUX
fbem-22292	40	8	employing	employ	VERB
fbem-22292	40	9	personalized	personalize	VERB
fbem-22292	40	10	algorithms	algorithm	NOUN
fbem-22292	40	11	to	to	PART
fbem-22292	40	12	provide	provide	VERB
fbem-22292	40	13	tailored	tailored	ADJ
fbem-22292	40	14	content	content	NOUN
fbem-22292	40	15	recommendations	recommendation	NOUN
fbem-22292	40	16	based	base	VERB
fbem-22292	40	17	on	on	ADP
fbem-22292	40	18	users	user	NOUN
fbem-22292	40	19	'	'	PART
fbem-22292	40	20	interests	interest	NOUN
fbem-22292	40	21	and	and	CCONJ
fbem-22292	40	22	preferences	preference	NOUN
fbem-22292	40	23	.	.	PUNCT
fbem-22292	41	1	content	content	NOUN
fbem-22292	41	2	customization	customization	NOUN
fbem-22292	41	3	achieved	achieve	VERB
fbem-22292	41	4	through	through	ADP
fbem-22292	41	5	algorithms	algorithm	NOUN
fbem-22292	41	6	and	and	CCONJ
fbem-22292	41	7	artificial	artificial	ADJ
fbem-22292	41	8	intelligence	intelligence	NOUN
fbem-22292	41	9	not	not	PART
fbem-22292	41	10	only	only	ADV
fbem-22292	41	11	enhances	enhance	VERB
fbem-22292	41	12	user	user	NOUN
fbem-22292	41	13	satisfaction	satisfaction	NOUN
fbem-22292	41	14	,	,	PUNCT
fbem-22292	41	15	platform	platform	NOUN
fbem-22292	41	16	stickiness	stickiness	NOUN
fbem-22292	41	17	,	,	PUNCT
fbem-22292	41	18	and	and	CCONJ
fbem-22292	41	19	content	content	NOUN
fbem-22292	41	20	consumption	consumption	NOUN
fbem-22292	41	21	but	but	CCONJ
fbem-22292	41	22	also	also	ADV
fbem-22292	41	23	significantly	significantly	ADV
fbem-22292	41	24	influences	influence	VERB
fbem-22292	41	25	user	user	NOUN
fbem-22292	41	26	behavior	behavior	NOUN
fbem-22292	41	27	.	.	PUNCT
fbem-22292	42	1	according	accord	VERB
fbem-22292	42	2	to	to	ADP
fbem-22292	42	3	fan	fan	PROPN
fbem-22292	42	4	jinhui	jinhui	PROPN
fbem-22292	42	5	et	et	PROPN
fbem-22292	42	6	al	al	PROPN
fbem-22292	42	7	.	.	PUNCT
fbem-22292	43	1	[	[	X
fbem-22292	43	2	5	5	NUM
fbem-22292	43	3	]	]	PUNCT
fbem-22292	43	4	,	,	PUNCT
fbem-22292	43	5	personalized	personalized	ADJ
fbem-22292	43	6	recommendation	recommendation	NOUN
fbem-22292	43	7	systems	system	NOUN
fbem-22292	43	8	help	help	VERB
fbem-22292	43	9	users	user	NOUN
fbem-22292	43	10	discover	discover	VERB
fbem-22292	43	11	content	content	NOUN
fbem-22292	43	12	of	of	ADP
fbem-22292	43	13	interest	interest	NOUN
fbem-22292	43	14	,	,	PUNCT
fbem-22292	43	15	thereby	thereby	ADV
fbem-22292	43	16	increasing	increase	VERB
fbem-22292	43	17	the	the	DET
fbem-22292	43	18	duration	duration	NOUN
fbem-22292	43	19	and	and	CCONJ
fbem-22292	43	20	frequency	frequency	NOUN
fbem-22292	43	21	of	of	ADP
fbem-22292	43	22	their	their	PRON
fbem-22292	43	23	content	content	NOUN
fbem-22292	43	24	consumption	consumption	NOUN
fbem-22292	43	25	.	.	PUNCT
fbem-22292	44	1	in	in	ADP
fbem-22292	44	2	recent	recent	ADJ
fbem-22292	44	3	years	year	NOUN
fbem-22292	44	4	,	,	PUNCT
fbem-22292	44	5	with	with	ADP
fbem-22292	44	6	the	the	DET
fbem-22292	44	7	rapid	rapid	ADJ
fbem-22292	44	8	development	development	NOUN
fbem-22292	44	9	of	of	ADP
fbem-22292	44	10	online	online	ADJ
fbem-22292	44	11	audiovisual	audiovisual	ADJ
fbem-22292	44	12	content	content	NOUN
fbem-22292	44	13	,	,	PUNCT
fbem-22292	44	14	both	both	DET
fbem-22292	44	15	content	content	NOUN
fbem-22292	44	16	production	production	NOUN
fbem-22292	44	17	and	and	CCONJ
fbem-22292	44	18	consumption	consumption	NOUN
fbem-22292	44	19	exhibit	exhibit	VERB
fbem-22292	44	20	a	a	DET
fbem-22292	44	21	'	'	PUNCT
fbem-22292	44	22	personalized	personalized	ADJ
fbem-22292	44	23	'	'	PUNCT
fbem-22292	44	24	characteristic	characteristic	NOUN
fbem-22292	44	25	,	,	PUNCT
fbem-22292	44	26	with	with	ADP
fbem-22292	44	27	such	such	ADJ
fbem-22292	44	28	"	"	PUNCT
fbem-22292	44	29	personalization	personalization	NOUN
fbem-22292	44	30	"	"	PUNCT
fbem-22292	44	31	becoming	become	VERB
fbem-22292	44	32	a	a	DET
fbem-22292	44	33	mindset	mindset	NOUN
fbem-22292	44	34	that	that	PRON
fbem-22292	44	35	has	have	AUX
fbem-22292	44	36	entered	enter	VERB
fbem-22292	44	37	the	the	DET
fbem-22292	44	38	habitual	habitual	ADJ
fbem-22292	44	39	thinking	thinking	NOUN
fbem-22292	44	40	of	of	ADP
fbem-22292	44	41	producers	producer	NOUN
fbem-22292	44	42	and	and	CCONJ
fbem-22292	44	43	consumers	consumer	NOUN
fbem-22292	44	44	.	.	PUNCT
fbem-22292	45	1	personalization	personalization	NOUN
fbem-22292	45	2	is	be	AUX
fbem-22292	45	3	an	an	DET
fbem-22292	45	4	inevitable	inevitable	ADJ
fbem-22292	45	5	trend	trend	NOUN
fbem-22292	45	6	resulting	result	VERB
fbem-22292	45	7	from	from	ADP
fbem-22292	45	8	the	the	DET
fbem-22292	45	9	development	development	NOUN
fbem-22292	45	10	of	of	ADP
fbem-22292	45	11	socioeconomic	socioeconomic	ADJ
fbem-22292	45	12	levels	level	NOUN
fbem-22292	45	13	and	and	CCONJ
fbem-22292	45	14	the	the	DET
fbem-22292	45	15	improvement	improvement	NOUN
fbem-22292	45	16	of	of	ADP
fbem-22292	45	17	people	people	NOUN
fbem-22292	45	18	's	's	PART
fbem-22292	45	19	living	living	NOUN
fbem-22292	45	20	standards	standard	NOUN
fbem-22292	45	21	.	.	PUNCT
fbem-22292	46	1	"	"	PUNCT
fbem-22292	46	2	personalization	personalization	NOUN
fbem-22292	46	3	"	"	PUNCT
fbem-22292	46	4	directly	directly	ADV
fbem-22292	46	5	impacts	impact	VERB
fbem-22292	46	6	the	the	DET
fbem-22292	46	7	"	"	PUNCT
fbem-22292	46	8	fragmentation	fragmentation	NOUN
fbem-22292	46	9	"	"	PUNCT
fbem-22292	46	10	of	of	ADP
fbem-22292	46	11	social	social	ADJ
fbem-22292	46	12	consumer	consumer	NOUN
fbem-22292	46	13	strata	strata	NOUN
fbem-22292	46	14	and	and	CCONJ
fbem-22292	46	15	the	the	DET
fbem-22292	46	16	personalization	personalization	NOUN
fbem-22292	46	17	of	of	ADP
fbem-22292	46	18	consumer	consumer	NOUN
fbem-22292	46	19	behavior	behavior	NOUN
fbem-22292	46	20	,	,	PUNCT
fbem-22292	46	21	implying	imply	VERB
fbem-22292	46	22	that	that	SCONJ
fbem-22292	46	23	the	the	DET
fbem-22292	46	24	media	media	NOUN
fbem-22292	46	25	market	market	NOUN
fbem-22292	46	26	will	will	AUX
fbem-22292	46	27	form	form	VERB
fbem-22292	46	28	more	more	ADJ
fbem-22292	46	29	segmented	segment	VERB
fbem-22292	46	30	forms	form	NOUN
fbem-22292	46	31	of	of	ADP
fbem-22292	46	32	consumption	consumption	NOUN
fbem-22292	46	33	.	.	PUNCT
fbem-22292	47	1	therefore	therefore	ADV
fbem-22292	47	2	,	,	PUNCT
fbem-22292	47	3	personalized	personalized	ADJ
fbem-22292	47	4	recommendations	recommendation	NOUN
fbem-22292	47	5	and	and	CCONJ
fbem-22292	47	6	customized	customize	VERB
fbem-22292	47	7	services	service	NOUN
fbem-22292	47	8	have	have	AUX
fbem-22292	47	9	become	become	VERB
fbem-22292	47	10	important	important	ADJ
fbem-22292	47	11	means	mean	NOUN
fbem-22292	47	12	of	of	ADP
fbem-22292	47	13	content	content	ADJ
fbem-22292	47	14	consumption	consumption	NOUN
fbem-22292	47	15	.	.	PUNCT
fbem-22292	48	1	by	by	ADP
fbem-22292	48	2	analyzing	analyze	VERB
fbem-22292	48	3	users	user	NOUN
fbem-22292	48	4	'	'	PART
fbem-22292	48	5	interests	interest	NOUN
fbem-22292	48	6	and	and	CCONJ
fbem-22292	48	7	behaviors	behavior	NOUN
fbem-22292	48	8	,	,	PUNCT
fbem-22292	48	9	media	medium	NOUN
fbem-22292	48	10	platforms	platform	NOUN
fbem-22292	48	11	can	can	AUX
fbem-22292	48	12	recommend	recommend	VERB
fbem-22292	48	13	content	content	NOUN
fbem-22292	48	14	that	that	PRON
fbem-22292	48	15	aligns	align	VERB
fbem-22292	48	16	with	with	ADP
fbem-22292	48	17	their	their	PRON
fbem-22292	48	18	personalized	personalize	VERB
fbem-22292	48	19	needs	need	NOUN
fbem-22292	48	20	,	,	PUNCT
fbem-22292	48	21	enhancing	enhance	VERB
fbem-22292	48	22	user	user	NOUN
fbem-22292	48	23	experience	experience	NOUN
fbem-22292	48	24	and	and	CCONJ
fbem-22292	48	25	satisfaction	satisfaction	NOUN
fbem-22292	48	26	.	.	PUNCT
fbem-22292	49	1	personalized	personalized	ADJ
fbem-22292	49	2	recommendations	recommendation	NOUN
fbem-22292	49	3	not	not	PART
fbem-22292	49	4	only	only	ADV
fbem-22292	49	5	increase	increase	VERB
fbem-22292	49	6	user	user	NOUN
fbem-22292	49	7	attention	attention	NOUN
fbem-22292	49	8	to	to	ADP
fbem-22292	49	9	specific	specific	ADJ
fbem-22292	49	10	content	content	NOUN
fbem-22292	49	11	but	but	CCONJ
fbem-22292	49	12	also	also	ADV
fbem-22292	49	13	enhance	enhance	VERB
fbem-22292	49	14	their	their	PRON
fbem-22292	49	15	satisfaction	satisfaction	NOUN
fbem-22292	49	16	with	with	ADP
fbem-22292	49	17	the	the	DET
fbem-22292	49	18	platform	platform	NOUN
fbem-22292	49	19	,	,	PUNCT
fbem-22292	49	20	ultimately	ultimately	ADV
fbem-22292	49	21	impacting	impact	VERB
fbem-22292	49	22	their	their	PRON
fbem-22292	49	23	loyalty	loyalty	NOUN
fbem-22292	49	24	and	and	CCONJ
fbem-22292	49	25	consumption	consumption	NOUN
fbem-22292	49	26	patterns	pattern	NOUN
fbem-22292	49	27	.	.	PUNCT
fbem-22292	50	1	this	this	DET
fbem-22292	50	2	kind	kind	NOUN
fbem-22292	50	3	of	of	ADP
fbem-22292	50	4	personalized	personalized	ADJ
fbem-22292	50	5	customization	customization	NOUN
fbem-22292	50	6	not	not	PART
fbem-22292	50	7	only	only	ADV
fbem-22292	50	8	enhances	enhance	VERB
fbem-22292	50	9	user	user	NOUN
fbem-22292	50	10	experience	experience	NOUN
fbem-22292	50	11	but	but	CCONJ
fbem-22292	50	12	also	also	ADV
fbem-22292	50	13	has	have	VERB
fbem-22292	50	14	a	a	DET
fbem-22292	50	15	positive	positive	ADJ
fbem-22292	50	16	impact	impact	NOUN
fbem-22292	50	17	on	on	ADP
fbem-22292	50	18	content	content	ADJ
fbem-22292	50	19	consumption	consumption	NOUN
fbem-22292	50	20	behavior	behavior	NOUN
fbem-22292	50	21	.	.	PUNCT
fbem-22292	51	1	3.2	3.2	NUM
fbem-22292	51	2	.	.	PUNCT
fbem-22292	51	3	diversification	diversification	NOUN
fbem-22292	51	4	of	of	ADP
fbem-22292	51	5	content	content	NOUN
fbem-22292	51	6	formats	format	VERB
fbem-22292	51	7	another	another	DET
fbem-22292	51	8	prominent	prominent	ADJ
fbem-22292	51	9	characteristic	characteristic	NOUN
fbem-22292	51	10	of	of	ADP
fbem-22292	51	11	content	content	ADJ
fbem-22292	51	12	consumption	consumption	NOUN
fbem-22292	51	13	trends	trend	NOUN
fbem-22292	51	14	in	in	ADP
fbem-22292	51	15	the	the	DET
fbem-22292	51	16	era	era	NOUN
fbem-22292	51	17	of	of	ADP
fbem-22292	51	18	new	new	ADJ
fbem-22292	51	19	media	medium	NOUN
fbem-22292	51	20	is	be	AUX
fbem-22292	51	21	the	the	DET
fbem-22292	51	22	diversification	diversification	NOUN
fbem-22292	51	23	of	of	ADP
fbem-22292	51	24	content	content	NOUN
fbem-22292	51	25	formats	format	NOUN
fbem-22292	51	26	.	.	PUNCT
fbem-22292	52	1	in	in	ADP
fbem-22292	52	2	the	the	DET
fbem-22292	52	3	past	past	NOUN
fbem-22292	52	4	,	,	PUNCT
fbem-22292	52	5	people	people	NOUN
fbem-22292	52	6	primarily	primarily	ADV
fbem-22292	52	7	obtained	obtain	VERB
fbem-22292	52	8	information	information	NOUN
fbem-22292	52	9	through	through	ADP
fbem-22292	52	10	reading	read	VERB
fbem-22292	52	11	text	text	NOUN
fbem-22292	52	12	.	.	PUNCT
fbem-22292	53	1	however	however	ADV
fbem-22292	53	2	,	,	PUNCT
fbem-22292	53	3	with	with	ADP
fbem-22292	53	4	the	the	DET
fbem-22292	53	5	improvement	improvement	NOUN
fbem-22292	53	6	of	of	ADP
fbem-22292	53	7	internet	internet	NOUN
fbem-22292	53	8	bandwidth	bandwidth	NOUN
fbem-22292	53	9	and	and	CCONJ
fbem-22292	53	10	the	the	DET
fbem-22292	53	11	widespread	widespread	ADJ
fbem-22292	53	12	use	use	NOUN
fbem-22292	53	13	of	of	ADP
fbem-22292	53	14	smartphones	smartphone	NOUN
fbem-22292	53	15	,	,	PUNCT
fbem-22292	53	16	consumption	consumption	NOUN
fbem-22292	53	17	of	of	ADP
fbem-22292	53	18	content	content	NOUN
fbem-22292	53	19	in	in	ADP
fbem-22292	53	20	forms	form	NOUN
fbem-22292	53	21	such	such	ADJ
fbem-22292	53	22	as	as	ADP
fbem-22292	53	23	video	video	NOUN
fbem-22292	53	24	and	and	CCONJ
fbem-22292	53	25	audio	audio	NOUN
fbem-22292	53	26	has	have	AUX
fbem-22292	53	27	become	become	VERB
fbem-22292	53	28	increasingly	increasingly	ADV
fbem-22292	53	29	common	common	ADJ
fbem-22292	53	30	.	.	PUNCT
fbem-22292	54	1	for	for	ADP
fbem-22292	54	2	example	example	NOUN
fbem-22292	54	3	,	,	PUNCT
fbem-22292	54	4	platforms	platform	NOUN
fbem-22292	54	5	like	like	ADP
fbem-22292	54	6	the	the	DET
fbem-22292	54	7	video	video	NOUN
fbem-22292	54	8	-	-	PUNCT
fbem-22292	54	9	sharing	share	VERB
fbem-22292	54	10	website	website	NOUN
fbem-22292	54	11	youtube	youtube	NOUN
fbem-22292	54	12	and	and	CCONJ
fbem-22292	54	13	the	the	DET
fbem-22292	54	14	short	short	ADJ
fbem-22292	54	15	video	video	NOUN
fbem-22292	54	16	app	app	NOUN
fbem-22292	54	17	tiktok	tiktok	NOUN
fbem-22292	54	18	provide	provide	VERB
fbem-22292	54	19	a	a	DET
fbem-22292	54	20	wide	wide	ADJ
fbem-22292	54	21	variety	variety	NOUN
fbem-22292	54	22	of	of	ADP
fbem-22292	54	23	video	video	NOUN
fbem-22292	54	24	content	content	NOUN
fbem-22292	54	25	.	.	PUNCT
fbem-22292	55	1	people	people	NOUN
fbem-22292	55	2	can	can	AUX
fbem-22292	55	3	acquire	acquire	VERB
fbem-22292	55	4	knowledge	knowledge	NOUN
fbem-22292	55	5	,	,	PUNCT
fbem-22292	55	6	entertainment	entertainment	NOUN
fbem-22292	55	7	,	,	PUNCT
fbem-22292	55	8	and	and	CCONJ
fbem-22292	55	9	inspiration	inspiration	NOUN
fbem-22292	55	10	through	through	ADP
fbem-22292	55	11	watching	watch	VERB
fbem-22292	55	12	videos	video	NOUN
fbem-22292	55	13	.	.	PUNCT
fbem-22292	56	1	additionally	additionally	ADV
fbem-22292	56	2	,	,	PUNCT
fbem-22292	56	3	audio	audio	NOUN
fbem-22292	56	4	-	-	PUNCT
fbem-22292	56	5	based	base	VERB
fbem-22292	56	6	content	content	NOUN
fbem-22292	56	7	such	such	ADJ
fbem-22292	56	8	as	as	ADP
fbem-22292	56	9	podcasts	podcast	NOUN
fbem-22292	56	10	and	and	CCONJ
fbem-22292	56	11	audiobooks	audiobook	NOUN
fbem-22292	56	12	is	be	AUX
fbem-22292	56	13	also	also	ADV
fbem-22292	56	14	gaining	gain	VERB
fbem-22292	56	15	popularity	popularity	NOUN
fbem-22292	56	16	.	.	PUNCT
fbem-22292	57	1	these	these	DET
fbem-22292	57	2	diverse	diverse	ADJ
fbem-22292	57	3	content	content	NOUN
fbem-22292	57	4	formats	format	NOUN
fbem-22292	57	5	enrich	enrich	VERB
fbem-22292	57	6	users	user	NOUN
fbem-22292	57	7	'	'	PART
fbem-22292	57	8	content	content	NOUN
fbem-22292	57	9	choices	choice	NOUN
fbem-22292	57	10	and	and	CCONJ
fbem-22292	57	11	meet	meet	VERB
fbem-22292	57	12	their	their	PRON
fbem-22292	57	13	needs	need	NOUN
fbem-22292	57	14	for	for	ADP
fbem-22292	57	15	different	different	ADJ
fbem-22292	57	16	forms	form	NOUN
fbem-22292	57	17	of	of	ADP
fbem-22292	57	18	content	content	NOUN
fbem-22292	57	19	.	.	PUNCT
fbem-22292	58	1	diversified	diversified	ADJ
fbem-22292	58	2	demand	demand	NOUN
fbem-22292	58	3	is	be	AUX
fbem-22292	58	4	another	another	DET
fbem-22292	58	5	important	important	ADJ
fbem-22292	58	6	trend	trend	NOUN
fbem-22292	58	7	in	in	ADP
fbem-22292	58	8	content	content	ADJ
fbem-22292	58	9	consumption	consumption	NOUN
fbem-22292	58	10	.	.	PUNCT
fbem-22292	59	1	users	user	NOUN
fbem-22292	59	2	'	'	PART
fbem-22292	59	3	demand	demand	NOUN
fbem-22292	59	4	for	for	ADP
fbem-22292	59	5	content	content	NOUN
fbem-22292	59	6	is	be	AUX
fbem-22292	59	7	no	no	ADV
fbem-22292	59	8	longer	long	ADV
fbem-22292	59	9	limited	limit	VERB
fbem-22292	59	10	to	to	ADP
fbem-22292	59	11	traditional	traditional	ADJ
fbem-22292	59	12	media	medium	NOUN
fbem-22292	59	13	's	's	PART
fbem-22292	59	14	information	information	NOUN
fbem-22292	59	15	and	and	CCONJ
fbem-22292	59	16	entertainment	entertainment	NOUN
fbem-22292	59	17	;	;	PUNCT
fbem-22292	59	18	they	they	PRON
fbem-22292	59	19	expect	expect	VERB
fbem-22292	59	20	content	content	NOUN
fbem-22292	59	21	to	to	PART
fbem-22292	59	22	meet	meet	VERB
fbem-22292	59	23	their	their	PRON
fbem-22292	59	24	personalized	personalize	VERB
fbem-22292	59	25	needs	need	NOUN
fbem-22292	59	26	.	.	PUNCT
fbem-22292	60	1	users	user	NOUN
fbem-22292	60	2	increasingly	increasingly	ADV
fbem-22292	60	3	seek	seek	VERB
fbem-22292	60	4	interesting	interesting	ADJ
fbem-22292	60	5	and	and	CCONJ
fbem-22292	60	6	profound	profound	ADJ
fbem-22292	60	7	content	content	NOUN
fbem-22292	60	8	that	that	PRON
fbem-22292	60	9	captures	capture	VERB
fbem-22292	60	10	their	their	PRON
fbem-22292	60	11	interest	interest	NOUN
fbem-22292	60	12	and	and	CCONJ
fbem-22292	60	13	stimulates	stimulate	VERB
fbem-22292	60	14	their	their	PRON
fbem-22292	60	15	thinking	thinking	NOUN
fbem-22292	60	16	.	.	PUNCT
fbem-22292	61	1	simultaneously	simultaneously	ADV
fbem-22292	61	2	,	,	PUNCT
fbem-22292	61	3	users	user	NOUN
fbem-22292	61	4	also	also	ADV
fbem-22292	61	5	pursue	pursue	VERB
fbem-22292	61	6	the	the	DET
fbem-22292	61	7	practicality	practicality	NOUN
fbem-22292	61	8	of	of	ADP
fbem-22292	61	9	content	content	NOUN
fbem-22292	61	10	,	,	PUNCT
fbem-22292	61	11	hoping	hope	VERB
fbem-22292	61	12	that	that	SCONJ
fbem-22292	61	13	it	it	PRON
fbem-22292	61	14	can	can	AUX
fbem-22292	61	15	help	help	VERB
fbem-22292	61	16	them	they	PRON
fbem-22292	61	17	solve	solve	VERB
fbem-22292	61	18	problems	problem	NOUN
fbem-22292	61	19	and	and	CCONJ
fbem-22292	61	20	provide	provide	VERB
fbem-22292	61	21	useful	useful	ADJ
fbem-22292	61	22	information	information	NOUN
fbem-22292	61	23	.	.	PUNCT
fbem-22292	62	1	this	this	DET
fbem-22292	62	2	trend	trend	NOUN
fbem-22292	62	3	of	of	ADP
fbem-22292	62	4	diversified	diversified	ADJ
fbem-22292	62	5	demand	demand	NOUN
fbem-22292	62	6	prompts	prompt	NOUN
fbem-22292	62	7	content	content	NOUN
fbem-22292	62	8	creators	creator	NOUN
fbem-22292	62	9	to	to	PART
fbem-22292	62	10	provide	provide	VERB
fbem-22292	62	11	more	more	ADV
fbem-22292	62	12	diverse	diverse	ADJ
fbem-22292	62	13	and	and	CCONJ
fbem-22292	62	14	personalized	personalized	ADJ
fbem-22292	62	15	content	content	NOUN
fbem-22292	62	16	to	to	PART
fbem-22292	62	17	meet	meet	VERB
fbem-22292	62	18	user	user	NOUN
fbem-22292	62	19	needs	need	NOUN
fbem-22292	62	20	.	.	PUNCT
fbem-22292	63	1	for	for	ADP
fbem-22292	63	2	example	example	NOUN
fbem-22292	63	3	,	,	PUNCT
fbem-22292	63	4	video	video	NOUN
fbem-22292	63	5	content	content	NOUN
fbem-22292	63	6	excels	excel	VERB
fbem-22292	63	7	at	at	ADP
fbem-22292	63	8	capturing	capture	VERB
fbem-22292	63	9	user	user	NOUN
fbem-22292	63	10	attention	attention	NOUN
fbem-22292	63	11	and	and	CCONJ
fbem-22292	63	12	promoting	promote	VERB
fbem-22292	63	13	interaction	interaction	NOUN
fbem-22292	63	14	,	,	PUNCT
fbem-22292	63	15	while	while	SCONJ
fbem-22292	63	16	text	text	NOUN
fbem-22292	63	17	content	content	NOUN
fbem-22292	63	18	excels	excel	VERB
fbem-22292	63	19	at	at	ADP
fbem-22292	63	20	imparting	impart	VERB
fbem-22292	63	21	in	in	ADP
fbem-22292	63	22	-	-	PUNCT
fbem-22292	63	23	depth	depth	NOUN
fbem-22292	63	24	information	information	NOUN
fbem-22292	63	25	and	and	CCONJ
fbem-22292	63	26	knowledge	knowledge	NOUN
fbem-22292	63	27	.	.	PUNCT
fbem-22292	64	1	research	research	NOUN
fbem-22292	64	2	by	by	ADP
fbem-22292	64	3	zheng	zheng	PROPN
fbem-22292	64	4	yuanyuan	yuanyuan	PROPN
fbem-22292	65	1	[	[	X
fbem-22292	65	2	6	6	NUM
fbem-22292	65	3	]	]	PUNCT
fbem-22292	65	4	indicates	indicate	VERB
fbem-22292	65	5	that	that	SCONJ
fbem-22292	65	6	diverse	diverse	ADJ
fbem-22292	65	7	content	content	NOUN
fbem-22292	65	8	formats	format	NOUN
fbem-22292	65	9	meet	meet	VERB
fbem-22292	65	10	users	user	NOUN
fbem-22292	65	11	'	'	PART
fbem-22292	65	12	different	different	ADJ
fbem-22292	65	13	consumption	consumption	NOUN
fbem-22292	65	14	needs	need	NOUN
fbem-22292	65	15	,	,	PUNCT
fbem-22292	65	16	increasing	increase	VERB
fbem-22292	65	17	their	their	PRON
fbem-22292	65	18	engagement	engagement	NOUN
fbem-22292	65	19	and	and	CCONJ
fbem-22292	65	20	satisfaction	satisfaction	NOUN
fbem-22292	65	21	with	with	ADP
fbem-22292	65	22	the	the	DET
fbem-22292	65	23	content	content	NOUN
fbem-22292	65	24	.	.	PUNCT
fbem-22292	66	1	therefore	therefore	ADV
fbem-22292	66	2	,	,	PUNCT
fbem-22292	66	3	various	various	ADJ
fbem-22292	66	4	content	content	NOUN
fbem-22292	66	5	formats	format	NOUN
fbem-22292	66	6	have	have	VERB
fbem-22292	66	7	different	different	ADJ
fbem-22292	66	8	impacts	impact	NOUN
fbem-22292	66	9	on	on	ADP
fbem-22292	66	10	user	user	NOUN
fbem-22292	66	11	behavior	behavior	NOUN
fbem-22292	66	12	and	and	CCONJ
fbem-22292	66	13	content	content	ADJ
fbem-22292	66	14	consumption	consumption	NOUN
fbem-22292	66	15	.	.	PUNCT
fbem-22292	67	1	platforms	platform	NOUN
fbem-22292	67	2	and	and	CCONJ
fbem-22292	67	3	content	content	NOUN
fbem-22292	67	4	producers	producer	NOUN
fbem-22292	67	5	must	must	AUX
fbem-22292	67	6	design	design	VERB
fbem-22292	67	7	strategies	strategy	NOUN
fbem-22292	67	8	based	base	VERB
fbem-22292	67	9	on	on	ADP
fbem-22292	67	10	the	the	DET
fbem-22292	67	11	characteristics	characteristic	NOUN
fbem-22292	67	12	of	of	ADP
fbem-22292	67	13	different	different	ADJ
fbem-22292	67	14	content	content	NOUN
fbem-22292	67	15	formats	format	NOUN
fbem-22292	67	16	to	to	PART
fbem-22292	67	17	optimize	optimize	VERB
fbem-22292	67	18	user	user	NOUN
fbem-22292	67	19	experience	experience	NOUN
fbem-22292	67	20	and	and	CCONJ
fbem-22292	67	21	content	content	NOUN
fbem-22292	67	22	consumption	consumption	NOUN
fbem-22292	67	23	outcomes	outcome	NOUN
fbem-22292	67	24	.	.	PUNCT
fbem-22292	68	1	3.3	3.3	NUM
fbem-22292	68	2	.	.	PUNCT
fbem-22292	69	1	the	the	DET
fbem-22292	69	2	rise	rise	NOUN
fbem-22292	69	3	of	of	ADP
fbem-22292	69	4	user	user	NOUN
fbem-22292	69	5	-	-	PUNCT
fbem-22292	69	6	generated	generate	VERB
fbem-22292	69	7	content	content	NOUN
fbem-22292	69	8	(	(	PUNCT
fbem-22292	69	9	ugc	ugc	PROPN
fbem-22292	69	10	)	)	PUNCT
fbem-22292	69	11	ugc	ugc	PROPN
fbem-22292	69	12	is	be	AUX
fbem-22292	69	13	an	an	DET
fbem-22292	69	14	abbreviation	abbreviation	NOUN
fbem-22292	69	15	for	for	ADP
fbem-22292	69	16	user	user	NOUN
fbem-22292	69	17	-	-	PUNCT
fbem-22292	69	18	generated	generate	VERB
fbem-22292	69	19	content	content	NOUN
fbem-22292	69	20	,	,	PUNCT
fbem-22292	69	21	referring	refer	VERB
fbem-22292	69	22	to	to	ADP
fbem-22292	69	23	content	content	NOUN
fbem-22292	69	24	created	create	VERB
fbem-22292	69	25	,	,	PUNCT
fbem-22292	69	26	published	publish	VERB
fbem-22292	69	27	,	,	PUNCT
fbem-22292	69	28	and	and	CCONJ
fbem-22292	69	29	shared	share	VERB
fbem-22292	69	30	by	by	ADP
fbem-22292	69	31	ordinary	ordinary	ADJ
fbem-22292	69	32	users	user	NOUN
fbem-22292	69	33	.	.	PUNCT
fbem-22292	70	1	unlike	unlike	ADP
fbem-22292	70	2	content	content	NOUN
fbem-22292	70	3	created	create	VERB
fbem-22292	70	4	by	by	ADP
fbem-22292	70	5	professional	professional	ADJ
fbem-22292	70	6	editors	editor	NOUN
fbem-22292	70	7	and	and	CCONJ
fbem-22292	70	8	production	production	NOUN
fbem-22292	70	9	teams	team	NOUN
fbem-22292	70	10	in	in	ADP
fbem-22292	70	11	traditional	traditional	ADJ
fbem-22292	70	12	media	medium	NOUN
fbem-22292	70	13	,	,	PUNCT
fbem-22292	70	14	ugc	ugc	PROPN
fbem-22292	70	15	is	be	AUX
fbem-22292	70	16	spontaneously	spontaneously	ADV
fbem-22292	70	17	generated	generate	VERB
fbem-22292	70	18	by	by	ADP
fbem-22292	70	19	users	user	NOUN
fbem-22292	70	20	and	and	CCONJ
fbem-22292	70	21	can	can	AUX
fbem-22292	70	22	include	include	VERB
fbem-22292	70	23	various	various	ADJ
fbem-22292	70	24	forms	form	NOUN
fbem-22292	70	25	such	such	ADJ
fbem-22292	70	26	as	as	ADP
fbem-22292	70	27	text	text	NOUN
fbem-22292	70	28	,	,	PUNCT
fbem-22292	70	29	images	image	NOUN
fbem-22292	70	30	,	,	PUNCT
fbem-22292	70	31	videos	video	NOUN
fbem-22292	70	32	,	,	PUNCT
fbem-22292	70	33	and	and	CCONJ
fbem-22292	70	34	audio	audio	NOUN
fbem-22292	70	35	.	.	PUNCT
fbem-22292	71	1	the	the	DET
fbem-22292	71	2	rise	rise	NOUN
fbem-22292	71	3	of	of	ADP
fbem-22292	71	4	ugc	ugc	PROPN
fbem-22292	71	5	has	have	AUX
fbem-22292	71	6	transformed	transform	VERB
fbem-22292	71	7	traditional	traditional	ADJ
fbem-22292	71	8	content	content	NOUN
fbem-22292	71	9	production	production	NOUN
fbem-22292	71	10	and	and	CCONJ
fbem-22292	71	11	distribution	distribution	NOUN
fbem-22292	71	12	models	model	NOUN
fbem-22292	71	13	,	,	PUNCT
fbem-22292	71	14	increasing	increase	VERB
fbem-22292	71	15	user	user	NOUN
fbem-22292	71	16	engagement	engagement	NOUN
fbem-22292	71	17	and	and	CCONJ
fbem-22292	71	18	granting	grant	VERB
fbem-22292	71	19	users	user	NOUN
fbem-22292	71	20	more	more	ADJ
fbem-22292	71	21	rights	right	NOUN
fbem-22292	71	22	in	in	ADP
fbem-22292	71	23	content	content	NOUN
fbem-22292	71	24	creation	creation	NOUN
fbem-22292	71	25	and	and	CCONJ
fbem-22292	71	26	expression	expression	NOUN
fbem-22292	71	27	.	.	PUNCT
fbem-22292	72	1	the	the	DET
fbem-22292	72	2	emergence	emergence	NOUN
fbem-22292	72	3	of	of	ADP
fbem-22292	72	4	user	user	NOUN
fbem-22292	72	5	-	-	PUNCT
fbem-22292	72	6	generated	generate	VERB
fbem-22292	72	7	content	content	NOUN
fbem-22292	72	8	(	(	PUNCT
fbem-22292	72	9	ugc	ugc	PROPN
fbem-22292	72	10	)	)	PUNCT
fbem-22292	72	11	has	have	AUX
fbem-22292	72	12	altered	alter	VERB
fbem-22292	72	13	traditional	traditional	ADJ
fbem-22292	72	14	content	content	NOUN
fbem-22292	72	15	production	production	NOUN
fbem-22292	72	16	and	and	CCONJ
fbem-22292	72	17	distribution	distribution	NOUN
fbem-22292	72	18	models	model	NOUN
fbem-22292	72	19	,	,	PUNCT
fbem-22292	72	20	significantly	significantly	ADV
fbem-22292	72	21	impacting	impact	VERB
fbem-22292	72	22	user	user	NOUN
fbem-22292	72	23	behavior	behavior	NOUN
fbem-22292	72	24	and	and	CCONJ
fbem-22292	72	25	content	content	ADJ
fbem-22292	72	26	consumption	consumption	NOUN
fbem-22292	72	27	.	.	PUNCT
fbem-22292	73	1	according	accord	VERB
fbem-22292	73	2	to	to	ADP
fbem-22292	73	3	wang	wang	PROPN
fbem-22292	73	4	zhiran	zhiran	PROPN
fbem-22292	73	5	and	and	CCONJ
fbem-22292	73	6	others	other	NOUN
fbem-22292	73	7	,	,	PUNCT
fbem-22292	73	8	ugc	ugc	NOUN
fbem-22292	73	9	products	product	NOUN
fbem-22292	73	10	exhibit	exhibit	VERB
fbem-22292	73	11	vividness	vividness	NOUN
fbem-22292	73	12	,	,	PUNCT
fbem-22292	73	13	interactivity	interactivity	NOUN
fbem-22292	73	14	,	,	PUNCT
fbem-22292	73	15	and	and	CCONJ
fbem-22292	73	16	timeliness	timeliness	NOUN
fbem-22292	73	17	,	,	PUNCT
fbem-22292	73	18	all	all	PRON
fbem-22292	73	19	of	of	ADP
fbem-22292	73	20	which	which	PRON
fbem-22292	73	21	have	have	VERB
fbem-22292	73	22	varying	vary	VERB
fbem-22292	73	23	degrees	degree	NOUN
fbem-22292	73	24	of	of	ADP
fbem-22292	73	25	direct	direct	ADJ
fbem-22292	73	26	impact	impact	NOUN
fbem-22292	73	27	on	on	ADP
fbem-22292	73	28	purchase	purchase	NOUN
fbem-22292	73	29	intentions	intention	NOUN
fbem-22292	73	30	.	.	PUNCT
fbem-22292	74	1	by	by	ADP
fbem-22292	74	2	using	use	VERB
fbem-22292	74	3	video	video	NOUN
fbem-22292	74	4	or	or	CCONJ
fbem-22292	74	5	image	image	NOUN
fbem-22292	74	6	formats	format	NOUN
fbem-22292	74	7	to	to	PART
fbem-22292	74	8	enhance	enhance	VERB
fbem-22292	74	9	interactivity	interactivity	NOUN
fbem-22292	74	10	and	and	CCONJ
fbem-22292	74	11	timely	timely	ADJ
fbem-22292	74	12	release	release	NOUN
fbem-22292	74	13	,	,	PUNCT
fbem-22292	74	14	ugc	ugc	PROPN
fbem-22292	74	15	content	content	NOUN
fbem-22292	74	16	increases	increase	VERB
fbem-22292	74	17	user	user	NOUN
fbem-22292	74	18	willingness	willingness	NOUN
fbem-22292	74	19	to	to	PART
fbem-22292	74	20	make	make	VERB
fbem-22292	74	21	purchases	purchase	NOUN
fbem-22292	74	22	.	.	PUNCT
fbem-22292	75	1	the	the	DET
fbem-22292	75	2	rise	rise	NOUN
fbem-22292	75	3	of	of	ADP
fbem-22292	75	4	ugc	ugc	PROPN
fbem-22292	75	5	content	content	NOUN
fbem-22292	75	6	promotes	promote	VERB
fbem-22292	75	7	increased	increase	VERB
fbem-22292	75	8	user	user	NOUN
fbem-22292	75	9	engagement	engagement	NOUN
fbem-22292	75	10	,	,	PUNCT
fbem-22292	75	11	enhances	enhance	VERB
fbem-22292	75	12	user	user	NOUN
fbem-22292	75	13	platform	platform	NOUN
fbem-22292	75	14	stickiness	stickiness	NOUN
fbem-22292	75	15	,	,	PUNCT
fbem-22292	75	16	and	and	CCONJ
fbem-22292	75	17	enriches	enrich	VERB
fbem-22292	75	18	the	the	DET
fbem-22292	75	19	diversity	diversity	NOUN
fbem-22292	75	20	of	of	ADP
fbem-22292	75	21	content	content	NOUN
fbem-22292	75	22	formats	format	NOUN
fbem-22292	75	23	and	and	CCONJ
fbem-22292	75	24	topics	topic	NOUN
fbem-22292	75	25	on	on	ADP
fbem-22292	75	26	the	the	DET
fbem-22292	75	27	platform	platform	NOUN
fbem-22292	75	28	.	.	PUNCT
fbem-22292	76	1	users	user	NOUN
fbem-22292	76	2	are	be	AUX
fbem-22292	76	3	more	more	ADV
fbem-22292	76	4	inclined	inclined	ADJ
fbem-22292	76	5	to	to	PART
fbem-22292	76	6	believe	believe	VERB
fbem-22292	76	7	and	and	CCONJ
fbem-22292	76	8	engage	engage	VERB
fbem-22292	76	9	with	with	ADP
fbem-22292	76	10	ugc	ugc	NOUN
fbem-22292	76	11	content	content	NOUN
fbem-22292	76	12	because	because	SCONJ
fbem-22292	76	13	it	it	PRON
fbem-22292	76	14	is	be	AUX
fbem-22292	76	15	closer	close	ADJ
fbem-22292	76	16	to	to	ADP
fbem-22292	76	17	their	their	PRON
fbem-22292	76	18	lives	life	NOUN
fbem-22292	76	19	,	,	PUNCT
fbem-22292	76	20	more	more	ADV
fbem-22292	76	21	authentic	authentic	ADJ
fbem-22292	76	22	,	,	PUNCT
fbem-22292	76	23	and	and	CCONJ
fbem-22292	76	24	resonates	resonate	VERB
fbem-22292	76	25	emotionally	emotionally	ADV
fbem-22292	76	26	[	[	X
fbem-22292	76	27	7	7	NUM
fbem-22292	76	28	]	]	PUNCT
fbem-22292	76	29	.	.	PUNCT
fbem-22292	77	1	therefore	therefore	ADV
fbem-22292	77	2	,	,	PUNCT
fbem-22292	77	3	the	the	DET
fbem-22292	77	4	rise	rise	NOUN
fbem-22292	77	5	of	of	ADP
fbem-22292	77	6	ugc	ugc	NOUN
fbem-22292	77	7	content	content	NOUN
fbem-22292	77	8	not	not	PART
fbem-22292	77	9	only	only	ADV
fbem-22292	77	10	increases	increase	VERB
fbem-22292	77	11	user	user	NOUN
fbem-22292	77	12	engagement	engagement	NOUN
fbem-22292	77	13	with	with	ADP
fbem-22292	77	14	the	the	DET
fbem-22292	77	15	platform	platform	NOUN
fbem-22292	77	16	but	but	CCONJ
fbem-22292	77	17	also	also	ADV
fbem-22292	77	18	has	have	VERB
fbem-22292	77	19	a	a	DET
fbem-22292	77	20	positive	positive	ADJ
fbem-22292	77	21	impact	impact	NOUN
fbem-22292	77	22	on	on	ADP
fbem-22292	77	23	content	content	ADJ
fbem-22292	77	24	consumption	consumption	NOUN
fbem-22292	77	25	and	and	CCONJ
fbem-22292	77	26	user	user	NOUN
fbem-22292	77	27	behavior	behavior	NOUN
fbem-22292	77	28	.	.	PUNCT
fbem-22292	78	1	267	267	NUM
fbem-22292	78	2	4	4	NUM
fbem-22292	78	3	.	.	PUNCT
fbem-22292	79	1	the	the	DET
fbem-22292	79	2	relationship	relationship	NOUN
fbem-22292	79	3	between	between	ADP
fbem-22292	79	4	user	user	NOUN
fbem-22292	79	5	behavior	behavior	NOUN
fbem-22292	79	6	and	and	CCONJ
fbem-22292	79	7	content	content	ADJ
fbem-22292	79	8	consumption	consumption	NOUN
fbem-22292	79	9	in	in	ADP
fbem-22292	79	10	the	the	DET
fbem-22292	79	11	era	era	NOUN
fbem-22292	79	12	of	of	ADP
fbem-22292	79	13	new	new	ADJ
fbem-22292	79	14	media	medium	NOUN
fbem-22292	79	15	4.1	4.1	NUM
fbem-22292	79	16	.	.	PUNCT
fbem-22292	80	1	the	the	DET
fbem-22292	80	2	interaction	interaction	NOUN
fbem-22292	80	3	between	between	ADP
fbem-22292	80	4	user	user	NOUN
fbem-22292	80	5	behavior	behavior	NOUN
fbem-22292	80	6	and	and	CCONJ
fbem-22292	80	7	content	content	NOUN
fbem-22292	80	8	consumption	consumption	NOUN
fbem-22292	80	9	there	there	PRON
fbem-22292	80	10	is	be	VERB
fbem-22292	80	11	a	a	DET
fbem-22292	80	12	close	close	ADJ
fbem-22292	80	13	and	and	CCONJ
fbem-22292	80	14	reciprocal	reciprocal	ADJ
fbem-22292	80	15	relationship	relationship	NOUN
fbem-22292	80	16	between	between	ADP
fbem-22292	80	17	user	user	NOUN
fbem-22292	80	18	behavior	behavior	NOUN
fbem-22292	80	19	and	and	CCONJ
fbem-22292	80	20	content	content	ADJ
fbem-22292	80	21	consumption	consumption	NOUN
fbem-22292	80	22	.	.	PUNCT
fbem-22292	81	1	on	on	ADP
fbem-22292	81	2	the	the	DET
fbem-22292	81	3	one	one	NUM
fbem-22292	81	4	hand	hand	NOUN
fbem-22292	81	5	,	,	PUNCT
fbem-22292	81	6	the	the	DET
fbem-22292	81	7	characteristics	characteristic	NOUN
fbem-22292	81	8	of	of	ADP
fbem-22292	81	9	user	user	NOUN
fbem-22292	81	10	behavior	behavior	PROPN
fbem-22292	81	11	influence	influence	NOUN
fbem-22292	81	12	content	content	NOUN
fbem-22292	81	13	consumption	consumption	NOUN
fbem-22292	81	14	trends	trend	NOUN
fbem-22292	81	15	;	;	PUNCT
fbem-22292	81	16	on	on	ADP
fbem-22292	81	17	the	the	DET
fbem-22292	81	18	other	other	ADJ
fbem-22292	81	19	hand	hand	NOUN
fbem-22292	81	20	,	,	PUNCT
fbem-22292	81	21	content	content	NOUN
fbem-22292	81	22	consumption	consumption	NOUN
fbem-22292	81	23	trends	trend	NOUN
fbem-22292	81	24	,	,	PUNCT
fbem-22292	81	25	in	in	ADP
fbem-22292	81	26	turn	turn	NOUN
fbem-22292	81	27	,	,	PUNCT
fbem-22292	81	28	impact	impact	NOUN
fbem-22292	81	29	user	user	NOUN
fbem-22292	81	30	behavior	behavior	NOUN
fbem-22292	81	31	choices	choice	NOUN
fbem-22292	81	32	.	.	PUNCT
fbem-22292	82	1	firstly	firstly	ADV
fbem-22292	82	2	,	,	PUNCT
fbem-22292	82	3	the	the	DET
fbem-22292	82	4	characteristics	characteristic	NOUN
fbem-22292	82	5	of	of	ADP
fbem-22292	82	6	user	user	NOUN
fbem-22292	82	7	behavior	behavior	PROPN
fbem-22292	82	8	influence	influence	NOUN
fbem-22292	82	9	content	content	NOUN
fbem-22292	82	10	consumption	consumption	NOUN
fbem-22292	82	11	trends	trend	NOUN
fbem-22292	82	12	.	.	PUNCT
fbem-22292	83	1	the	the	DET
fbem-22292	83	2	demand	demand	NOUN
fbem-22292	83	3	for	for	ADP
fbem-22292	83	4	personalized	personalized	ADJ
fbem-22292	83	5	content	content	NOUN
fbem-22292	83	6	among	among	ADP
fbem-22292	83	7	users	user	NOUN
fbem-22292	83	8	has	have	AUX
fbem-22292	83	9	prompted	prompt	VERB
fbem-22292	83	10	content	content	NOUN
fbem-22292	83	11	creators	creator	NOUN
fbem-22292	83	12	to	to	PART
fbem-22292	83	13	provide	provide	VERB
fbem-22292	83	14	more	more	ADV
fbem-22292	83	15	diverse	diverse	ADJ
fbem-22292	83	16	and	and	CCONJ
fbem-22292	83	17	personalized	personalized	ADJ
fbem-22292	83	18	content	content	NOUN
fbem-22292	83	19	.	.	PUNCT
fbem-22292	84	1	user	user	NOUN
fbem-22292	84	2	behavior	behavior	PROPN
fbem-22292	84	3	habits	habit	NOUN
fbem-22292	84	4	and	and	CCONJ
fbem-22292	84	5	interests	interest	NOUN
fbem-22292	84	6	also	also	ADV
fbem-22292	84	7	influence	influence	VERB
fbem-22292	84	8	their	their	PRON
fbem-22292	84	9	content	content	NOUN
fbem-22292	84	10	consumption	consumption	NOUN
fbem-22292	84	11	behavior	behavior	NOUN
fbem-22292	84	12	on	on	ADP
fbem-22292	84	13	different	different	ADJ
fbem-22292	84	14	platforms	platform	NOUN
fbem-22292	84	15	.	.	PUNCT
fbem-22292	85	1	some	some	DET
fbem-22292	85	2	users	user	NOUN
fbem-22292	85	3	prefer	prefer	VERB
fbem-22292	85	4	to	to	PART
fbem-22292	85	5	browse	browse	VERB
fbem-22292	85	6	and	and	CCONJ
fbem-22292	85	7	share	share	VERB
fbem-22292	85	8	interesting	interesting	ADJ
fbem-22292	85	9	content	content	NOUN
fbem-22292	85	10	on	on	ADP
fbem-22292	85	11	social	social	ADJ
fbem-22292	85	12	media	medium	NOUN
fbem-22292	85	13	,	,	PUNCT
fbem-22292	85	14	while	while	SCONJ
fbem-22292	85	15	others	other	NOUN
fbem-22292	85	16	are	be	AUX
fbem-22292	85	17	inclined	incline	VERB
fbem-22292	85	18	to	to	PART
fbem-22292	85	19	obtain	obtain	VERB
fbem-22292	85	20	practical	practical	ADJ
fbem-22292	85	21	information	information	NOUN
fbem-22292	85	22	and	and	CCONJ
fbem-22292	85	23	news	news	NOUN
fbem-22292	85	24	on	on	ADP
fbem-22292	85	25	news	news	NOUN
fbem-22292	85	26	portals	portal	NOUN
fbem-22292	85	27	.	.	PUNCT
fbem-22292	86	1	on	on	ADP
fbem-22292	86	2	the	the	DET
fbem-22292	86	3	other	other	ADJ
fbem-22292	86	4	hand	hand	NOUN
fbem-22292	86	5	,	,	PUNCT
fbem-22292	86	6	content	content	NOUN
fbem-22292	86	7	consumption	consumption	NOUN
fbem-22292	86	8	trends	trend	NOUN
fbem-22292	86	9	also	also	ADV
fbem-22292	86	10	reciprocally	reciprocally	VERB
fbem-22292	86	11	influence	influence	NOUN
fbem-22292	86	12	user	user	NOUN
fbem-22292	86	13	behavior	behavior	NOUN
fbem-22292	86	14	choices	choice	NOUN
fbem-22292	86	15	.	.	PUNCT
fbem-22292	87	1	research	research	NOUN
fbem-22292	87	2	by	by	ADP
fbem-22292	87	3	zhou	zhou	PROPN
fbem-22292	87	4	limei	limei	PROPN
fbem-22292	87	5	and	and	CCONJ
fbem-22292	87	6	others	other	NOUN
fbem-22292	88	1	[	[	X
fbem-22292	88	2	8	8	NUM
fbem-22292	88	3	]	]	PUNCT
fbem-22292	88	4	found	find	VERB
fbem-22292	88	5	that	that	SCONJ
fbem-22292	88	6	content	content	NOUN
fbem-22292	88	7	platforms	platform	NOUN
fbem-22292	88	8	'	'	PART
fbem-22292	88	9	recommendation	recommendation	NOUN
fbem-22292	88	10	algorithms	algorithm	NOUN
fbem-22292	88	11	and	and	CCONJ
fbem-22292	88	12	personalized	personalized	ADJ
fbem-22292	88	13	services	service	NOUN
fbem-22292	88	14	can	can	AUX
fbem-22292	88	15	recommend	recommend	VERB
fbem-22292	88	16	content	content	NOUN
fbem-22292	88	17	that	that	PRON
fbem-22292	88	18	aligns	align	VERB
fbem-22292	88	19	with	with	ADP
fbem-22292	88	20	users	user	NOUN
fbem-22292	88	21	'	'	PART
fbem-22292	88	22	interests	interest	NOUN
fbem-22292	88	23	and	and	CCONJ
fbem-22292	88	24	needs	need	NOUN
fbem-22292	88	25	based	base	VERB
fbem-22292	88	26	on	on	ADP
fbem-22292	88	27	their	their	PRON
fbem-22292	88	28	behavior	behavior	NOUN
fbem-22292	88	29	and	and	CCONJ
fbem-22292	88	30	consumption	consumption	NOUN
fbem-22292	88	31	habits	habit	NOUN
fbem-22292	88	32	.	.	PUNCT
fbem-22292	89	1	this	this	DET
fbem-22292	89	2	kind	kind	NOUN
fbem-22292	89	3	of	of	ADP
fbem-22292	89	4	personalized	personalized	ADJ
fbem-22292	89	5	recommendation	recommendation	NOUN
fbem-22292	89	6	and	and	CCONJ
fbem-22292	89	7	service	service	NOUN
fbem-22292	89	8	can	can	AUX
fbem-22292	89	9	alter	alter	VERB
fbem-22292	89	10	user	user	NOUN
fbem-22292	89	11	consumption	consumption	NOUN
fbem-22292	89	12	habits	habit	NOUN
fbem-22292	89	13	and	and	CCONJ
fbem-22292	89	14	behavior	behavior	NOUN
fbem-22292	89	15	,	,	PUNCT
fbem-22292	89	16	making	make	VERB
fbem-22292	89	17	them	they	PRON
fbem-22292	89	18	more	more	ADV
fbem-22292	89	19	inclined	inclined	ADJ
fbem-22292	89	20	to	to	PART
fbem-22292	89	21	consume	consume	VERB
fbem-22292	89	22	specific	specific	ADJ
fbem-22292	89	23	types	type	NOUN
fbem-22292	89	24	of	of	ADP
fbem-22292	89	25	content	content	NOUN
fbem-22292	89	26	on	on	ADP
fbem-22292	89	27	specific	specific	ADJ
fbem-22292	89	28	platforms	platform	NOUN
fbem-22292	89	29	.	.	PUNCT
fbem-22292	90	1	the	the	DET
fbem-22292	90	2	socialization	socialization	NOUN
fbem-22292	90	3	and	and	CCONJ
fbem-22292	90	4	interactivity	interactivity	NOUN
fbem-22292	90	5	of	of	ADP
fbem-22292	90	6	content	content	ADJ
fbem-22292	90	7	consumption	consumption	NOUN
fbem-22292	90	8	also	also	ADV
fbem-22292	90	9	influence	influence	VERB
fbem-22292	90	10	user	user	NOUN
fbem-22292	90	11	behavior	behavior	NOUN
fbem-22292	90	12	.	.	PUNCT
fbem-22292	91	1	users	user	NOUN
fbem-22292	91	2	sharing	share	VERB
fbem-22292	91	3	and	and	CCONJ
fbem-22292	91	4	commenting	comment	VERB
fbem-22292	91	5	on	on	ADP
fbem-22292	91	6	content	content	NOUN
fbem-22292	91	7	on	on	ADP
fbem-22292	91	8	social	social	ADJ
fbem-22292	91	9	media	medium	NOUN
fbem-22292	91	10	can	can	AUX
fbem-22292	91	11	attract	attract	VERB
fbem-22292	91	12	the	the	DET
fbem-22292	91	13	attention	attention	NOUN
fbem-22292	91	14	and	and	CCONJ
fbem-22292	91	15	responses	response	NOUN
fbem-22292	91	16	of	of	ADP
fbem-22292	91	17	other	other	ADJ
fbem-22292	91	18	users	user	NOUN
fbem-22292	91	19	,	,	PUNCT
fbem-22292	91	20	enhancing	enhance	VERB
fbem-22292	91	21	interaction	interaction	NOUN
fbem-22292	91	22	between	between	ADP
fbem-22292	91	23	users	user	NOUN
fbem-22292	91	24	and	and	CCONJ
fbem-22292	91	25	content	content	NOUN
fbem-22292	91	26	.	.	PUNCT
fbem-22292	92	1	this	this	DET
fbem-22292	92	2	trend	trend	NOUN
fbem-22292	92	3	of	of	ADP
fbem-22292	92	4	socialization	socialization	NOUN
fbem-22292	92	5	and	and	CCONJ
fbem-22292	92	6	interactivity	interactivity	NOUN
fbem-22292	92	7	can	can	AUX
fbem-22292	92	8	prompt	prompt	VERB
fbem-22292	92	9	users	user	NOUN
fbem-22292	92	10	to	to	PART
fbem-22292	92	11	actively	actively	ADV
fbem-22292	92	12	engage	engage	VERB
fbem-22292	92	13	in	in	ADP
fbem-22292	92	14	content	content	NOUN
fbem-22292	92	15	creation	creation	NOUN
fbem-22292	92	16	and	and	CCONJ
fbem-22292	92	17	sharing	sharing	NOUN
fbem-22292	92	18	,	,	PUNCT
fbem-22292	92	19	thereby	thereby	ADV
fbem-22292	92	20	affecting	affect	VERB
fbem-22292	92	21	their	their	PRON
fbem-22292	92	22	behavior	behavior	NOUN
fbem-22292	92	23	and	and	CCONJ
fbem-22292	92	24	consumption	consumption	NOUN
fbem-22292	92	25	habits	habit	NOUN
fbem-22292	92	26	.	.	PUNCT
fbem-22292	93	1	therefore	therefore	ADV
fbem-22292	93	2	,	,	PUNCT
fbem-22292	93	3	there	there	PRON
fbem-22292	93	4	exists	exist	VERB
fbem-22292	93	5	a	a	DET
fbem-22292	93	6	close	close	ADJ
fbem-22292	93	7	and	and	CCONJ
fbem-22292	93	8	reciprocal	reciprocal	ADJ
fbem-22292	93	9	relationship	relationship	NOUN
fbem-22292	93	10	between	between	ADP
fbem-22292	93	11	user	user	NOUN
fbem-22292	93	12	behavior	behavior	NOUN
fbem-22292	93	13	and	and	CCONJ
fbem-22292	93	14	content	content	ADJ
fbem-22292	93	15	consumption	consumption	NOUN
fbem-22292	93	16	.	.	PUNCT
fbem-22292	94	1	this	this	DET
fbem-22292	94	2	relationship	relationship	NOUN
fbem-22292	94	3	not	not	PART
fbem-22292	94	4	only	only	ADV
fbem-22292	94	5	reflects	reflect	VERB
fbem-22292	94	6	the	the	DET
fbem-22292	94	7	characteristics	characteristic	NOUN
fbem-22292	94	8	of	of	ADP
fbem-22292	94	9	user	user	NOUN
fbem-22292	94	10	behavior	behavior	NOUN
fbem-22292	94	11	and	and	CCONJ
fbem-22292	94	12	content	content	ADJ
fbem-22292	94	13	consumption	consumption	NOUN
fbem-22292	94	14	in	in	ADP
fbem-22292	94	15	the	the	DET
fbem-22292	94	16	era	era	NOUN
fbem-22292	94	17	of	of	ADP
fbem-22292	94	18	new	new	ADJ
fbem-22292	94	19	media	medium	NOUN
fbem-22292	94	20	but	but	CCONJ
fbem-22292	94	21	also	also	ADV
fbem-22292	94	22	provides	provide	VERB
fbem-22292	94	23	important	important	ADJ
fbem-22292	94	24	reference	reference	NOUN
fbem-22292	94	25	and	and	CCONJ
fbem-22292	94	26	insights	insight	NOUN
fbem-22292	94	27	for	for	ADP
fbem-22292	94	28	content	content	NOUN
fbem-22292	94	29	creators	creator	NOUN
fbem-22292	94	30	and	and	CCONJ
fbem-22292	94	31	media	medium	NOUN
fbem-22292	94	32	platforms	platform	NOUN
fbem-22292	94	33	.	.	PUNCT
fbem-22292	95	1	content	content	NOUN
fbem-22292	95	2	creators	creator	NOUN
fbem-22292	95	3	and	and	CCONJ
fbem-22292	95	4	media	medium	NOUN
fbem-22292	95	5	platforms	platform	NOUN
fbem-22292	95	6	need	need	VERB
fbem-22292	95	7	to	to	PART
fbem-22292	95	8	provide	provide	VERB
fbem-22292	95	9	more	more	ADV
fbem-22292	95	10	diverse	diverse	ADJ
fbem-22292	95	11	and	and	CCONJ
fbem-22292	95	12	personalized	personalized	ADJ
fbem-22292	95	13	content	content	NOUN
fbem-22292	95	14	and	and	CCONJ
fbem-22292	95	15	services	service	NOUN
fbem-22292	95	16	based	base	VERB
fbem-22292	95	17	on	on	ADP
fbem-22292	95	18	user	user	NOUN
fbem-22292	95	19	behavior	behavior	NOUN
fbem-22292	95	20	and	and	CCONJ
fbem-22292	95	21	consumption	consumption	NOUN
fbem-22292	95	22	habits	habit	NOUN
fbem-22292	95	23	to	to	PART
fbem-22292	95	24	meet	meet	VERB
fbem-22292	95	25	user	user	NOUN
fbem-22292	95	26	needs	need	NOUN
fbem-22292	95	27	and	and	CCONJ
fbem-22292	95	28	expectations	expectation	NOUN
fbem-22292	95	29	.	.	PUNCT
fbem-22292	96	1	at	at	ADP
fbem-22292	96	2	the	the	DET
fbem-22292	96	3	same	same	ADJ
fbem-22292	96	4	time	time	NOUN
fbem-22292	96	5	,	,	PUNCT
fbem-22292	96	6	users	user	NOUN
fbem-22292	96	7	also	also	ADV
fbem-22292	96	8	need	need	VERB
fbem-22292	96	9	to	to	PART
fbem-22292	96	10	select	select	VERB
fbem-22292	96	11	content	content	NOUN
fbem-22292	96	12	and	and	CCONJ
fbem-22292	96	13	platforms	platform	NOUN
fbem-22292	96	14	that	that	PRON
fbem-22292	96	15	align	align	VERB
fbem-22292	96	16	with	with	ADP
fbem-22292	96	17	their	their	PRON
fbem-22292	96	18	interests	interest	NOUN
fbem-22292	96	19	and	and	CCONJ
fbem-22292	96	20	needs	need	VERB
fbem-22292	96	21	to	to	PART
fbem-22292	96	22	achieve	achieve	VERB
fbem-22292	96	23	a	a	DET
fbem-22292	96	24	more	more	ADV
fbem-22292	96	25	satisfying	satisfying	ADJ
fbem-22292	96	26	content	content	NOUN
fbem-22292	96	27	consumption	consumption	NOUN
fbem-22292	96	28	experience	experience	NOUN
fbem-22292	96	29	.	.	PUNCT
fbem-22292	97	1	4.2	4.2	NUM
fbem-22292	97	2	.	.	PUNCT
fbem-22292	98	1	how	how	SCONJ
fbem-22292	98	2	new	new	ADJ
fbem-22292	98	3	media	media	NOUN
fbem-22292	98	4	platforms	platform	NOUN
fbem-22292	98	5	optimize	optimize	VERB
fbem-22292	98	6	user	user	NOUN
fbem-22292	98	7	behavior	behavior	NOUN
fbem-22292	98	8	to	to	PART
fbem-22292	98	9	promote	promote	VERB
fbem-22292	98	10	content	content	ADJ
fbem-22292	98	11	consumption	consumption	NOUN
fbem-22292	98	12	in	in	ADP
fbem-22292	98	13	the	the	DET
fbem-22292	98	14	era	era	NOUN
fbem-22292	98	15	of	of	ADP
fbem-22292	98	16	new	new	ADJ
fbem-22292	98	17	media	medium	NOUN
fbem-22292	98	18	,	,	PUNCT
fbem-22292	98	19	many	many	ADJ
fbem-22292	98	20	platforms	platform	NOUN
fbem-22292	98	21	utilize	utilize	VERB
fbem-22292	98	22	recommendation	recommendation	NOUN
fbem-22292	98	23	algorithms	algorithm	NOUN
fbem-22292	98	24	and	and	CCONJ
fbem-22292	98	25	personalized	personalized	ADJ
fbem-22292	98	26	services	service	NOUN
fbem-22292	98	27	to	to	PART
fbem-22292	98	28	meet	meet	VERB
fbem-22292	98	29	users	user	NOUN
fbem-22292	98	30	'	'	PART
fbem-22292	98	31	individualized	individualized	ADJ
fbem-22292	98	32	needs	need	NOUN
fbem-22292	98	33	.	.	PUNCT
fbem-22292	99	1	this	this	DET
fbem-22292	99	2	type	type	NOUN
fbem-22292	99	3	of	of	ADP
fbem-22292	99	4	personalized	personalized	ADJ
fbem-22292	99	5	recommendation	recommendation	NOUN
fbem-22292	99	6	system	system	NOUN
fbem-22292	99	7	analyzes	analyze	VERB
fbem-22292	99	8	users	user	NOUN
fbem-22292	99	9	'	'	PART
fbem-22292	99	10	behaviors	behavior	NOUN
fbem-22292	99	11	and	and	CCONJ
fbem-22292	99	12	consumption	consumption	NOUN
fbem-22292	99	13	habits	habit	NOUN
fbem-22292	99	14	to	to	PART
fbem-22292	99	15	understand	understand	VERB
fbem-22292	99	16	their	their	PRON
fbem-22292	99	17	interests	interest	NOUN
fbem-22292	99	18	and	and	CCONJ
fbem-22292	99	19	preferences	preference	NOUN
fbem-22292	99	20	,	,	PUNCT
fbem-22292	99	21	and	and	CCONJ
fbem-22292	99	22	then	then	ADV
fbem-22292	99	23	recommends	recommend	VERB
fbem-22292	99	24	content	content	NOUN
fbem-22292	99	25	that	that	PRON
fbem-22292	99	26	aligns	align	VERB
fbem-22292	99	27	with	with	ADP
fbem-22292	99	28	their	their	PRON
fbem-22292	99	29	interests	interest	NOUN
fbem-22292	99	30	and	and	CCONJ
fbem-22292	99	31	needs	need	NOUN
fbem-22292	99	32	.	.	PUNCT
fbem-22292	100	1	personalized	personalized	ADJ
fbem-22292	100	2	recommendations	recommendation	NOUN
fbem-22292	100	3	have	have	VERB
fbem-22292	100	4	a	a	DET
fbem-22292	100	5	significant	significant	ADJ
fbem-22292	100	6	impact	impact	NOUN
fbem-22292	100	7	on	on	ADP
fbem-22292	100	8	user	user	NOUN
fbem-22292	100	9	behavior	behavior	NOUN
fbem-22292	100	10	and	and	CCONJ
fbem-22292	100	11	content	content	ADJ
fbem-22292	100	12	consumption	consumption	NOUN
fbem-22292	100	13	.	.	PUNCT
fbem-22292	101	1	firstly	firstly	ADV
fbem-22292	101	2	,	,	PUNCT
fbem-22292	101	3	personalized	personalized	ADJ
fbem-22292	101	4	recommendations	recommendation	NOUN
fbem-22292	101	5	can	can	AUX
fbem-22292	101	6	provide	provide	VERB
fbem-22292	101	7	more	more	ADV
fbem-22292	101	8	precise	precise	ADJ
fbem-22292	101	9	content	content	NOUN
fbem-22292	101	10	matching	matching	NOUN
fbem-22292	101	11	.	.	PUNCT
fbem-22292	102	1	by	by	ADP
fbem-22292	102	2	analyzing	analyze	VERB
fbem-22292	102	3	users	user	NOUN
fbem-22292	102	4	'	'	PART
fbem-22292	102	5	browsing	browse	VERB
fbem-22292	102	6	history	history	NOUN
fbem-22292	102	7	,	,	PUNCT
fbem-22292	102	8	click	click	VERB
fbem-22292	102	9	behaviors	behavior	NOUN
fbem-22292	102	10	,	,	PUNCT
fbem-22292	102	11	collections	collection	NOUN
fbem-22292	102	12	,	,	PUNCT
fbem-22292	102	13	and	and	CCONJ
fbem-22292	102	14	subscriptions	subscription	NOUN
fbem-22292	102	15	,	,	PUNCT
fbem-22292	102	16	recommendation	recommendation	NOUN
fbem-22292	102	17	systems	system	NOUN
fbem-22292	102	18	can	can	AUX
fbem-22292	102	19	understand	understand	VERB
fbem-22292	102	20	users	user	NOUN
fbem-22292	102	21	'	'	PART
fbem-22292	102	22	interests	interest	NOUN
fbem-22292	102	23	and	and	CCONJ
fbem-22292	102	24	preferences	preference	NOUN
fbem-22292	102	25	,	,	PUNCT
fbem-22292	102	26	thereby	thereby	ADV
fbem-22292	102	27	recommending	recommend	VERB
fbem-22292	102	28	content	content	NOUN
fbem-22292	102	29	that	that	PRON
fbem-22292	102	30	better	well	ADJ
fbem-22292	102	31	aligns	align	VERB
fbem-22292	102	32	with	with	ADP
fbem-22292	102	33	their	their	PRON
fbem-22292	102	34	interests	interest	NOUN
fbem-22292	102	35	.	.	PUNCT
fbem-22292	103	1	this	this	DET
fbem-22292	103	2	precise	precise	ADJ
fbem-22292	103	3	matching	matching	NOUN
fbem-22292	103	4	can	can	AUX
fbem-22292	103	5	enhance	enhance	VERB
fbem-22292	103	6	user	user	NOUN
fbem-22292	103	7	satisfaction	satisfaction	NOUN
fbem-22292	103	8	,	,	PUNCT
fbem-22292	103	9	making	make	VERB
fbem-22292	103	10	them	they	PRON
fbem-22292	103	11	more	more	ADV
fbem-22292	103	12	willing	willing	ADJ
fbem-22292	103	13	to	to	PART
fbem-22292	103	14	engage	engage	VERB
fbem-22292	103	15	in	in	ADP
fbem-22292	103	16	content	content	NOUN
fbem-22292	103	17	consumption	consumption	NOUN
fbem-22292	103	18	guided	guide	VERB
fbem-22292	103	19	by	by	ADP
fbem-22292	103	20	the	the	DET
fbem-22292	103	21	recommendation	recommendation	NOUN
fbem-22292	103	22	system	system	NOUN
fbem-22292	103	23	.	.	PUNCT
fbem-22292	104	1	secondly	secondly	ADV
fbem-22292	104	2	,	,	PUNCT
fbem-22292	104	3	personalized	personalized	ADJ
fbem-22292	104	4	recommendations	recommendation	NOUN
fbem-22292	104	5	can	can	AUX
fbem-22292	104	6	expand	expand	VERB
fbem-22292	104	7	users	user	NOUN
fbem-22292	104	8	'	'	PART
fbem-22292	104	9	content	content	ADJ
fbem-22292	104	10	consumption	consumption	NOUN
fbem-22292	104	11	scope	scope	NOUN
fbem-22292	104	12	.	.	PUNCT
fbem-22292	105	1	through	through	ADP
fbem-22292	105	2	the	the	DET
fbem-22292	105	3	recommendation	recommendation	NOUN
fbem-22292	105	4	system	system	NOUN
fbem-22292	105	5	,	,	PUNCT
fbem-22292	105	6	users	user	NOUN
fbem-22292	105	7	can	can	AUX
fbem-22292	105	8	access	access	VERB
fbem-22292	105	9	content	content	NOUN
fbem-22292	105	10	they	they	PRON
fbem-22292	105	11	may	may	AUX
fbem-22292	105	12	not	not	PART
fbem-22292	105	13	have	have	AUX
fbem-22292	105	14	actively	actively	ADV
fbem-22292	105	15	searched	search	VERB
fbem-22292	105	16	for	for	ADP
fbem-22292	105	17	or	or	CCONJ
fbem-22292	105	18	discovered	discover	VERB
fbem-22292	105	19	on	on	ADP
fbem-22292	105	20	their	their	PRON
fbem-22292	105	21	own	own	ADJ
fbem-22292	105	22	.	.	PUNCT
fbem-22292	106	1	the	the	DET
fbem-22292	106	2	recommendation	recommendation	NOUN
fbem-22292	106	3	system	system	NOUN
fbem-22292	106	4	,	,	PUNCT
fbem-22292	106	5	based	base	VERB
fbem-22292	106	6	on	on	ADP
fbem-22292	106	7	users	user	NOUN
fbem-22292	106	8	'	'	PART
fbem-22292	106	9	interests	interest	NOUN
fbem-22292	106	10	and	and	CCONJ
fbem-22292	106	11	preferences	preference	NOUN
fbem-22292	106	12	,	,	PUNCT
fbem-22292	106	13	recommends	recommend	VERB
fbem-22292	106	14	similar	similar	ADJ
fbem-22292	106	15	or	or	CCONJ
fbem-22292	106	16	related	related	ADJ
fbem-22292	106	17	content	content	NOUN
fbem-22292	106	18	,	,	PUNCT
fbem-22292	106	19	enriching	enrich	VERB
fbem-22292	106	20	users	user	NOUN
fbem-22292	106	21	'	'	PART
fbem-22292	106	22	content	content	ADJ
fbem-22292	106	23	consumption	consumption	NOUN
fbem-22292	106	24	experience	experience	NOUN
fbem-22292	106	25	.	.	PUNCT
fbem-22292	107	1	this	this	DET
fbem-22292	107	2	expanded	expand	VERB
fbem-22292	107	3	content	content	NOUN
fbem-22292	107	4	selection	selection	NOUN
fbem-22292	107	5	can	can	AUX
fbem-22292	107	6	satisfy	satisfy	VERB
fbem-22292	107	7	users	user	NOUN
fbem-22292	107	8	'	'	PART
fbem-22292	107	9	curiosity	curiosity	NOUN
fbem-22292	107	10	and	and	CCONJ
fbem-22292	107	11	desire	desire	NOUN
fbem-22292	107	12	for	for	ADP
fbem-22292	107	13	exploration	exploration	NOUN
fbem-22292	107	14	,	,	PUNCT
fbem-22292	107	15	making	make	VERB
fbem-22292	107	16	them	they	PRON
fbem-22292	107	17	more	more	ADV
fbem-22292	107	18	willing	willing	ADJ
fbem-22292	107	19	to	to	PART
fbem-22292	107	20	engage	engage	VERB
fbem-22292	107	21	in	in	ADP
fbem-22292	107	22	content	content	ADJ
fbem-22292	107	23	consumption	consumption	NOUN
fbem-22292	107	24	on	on	ADP
fbem-22292	107	25	the	the	DET
fbem-22292	107	26	platform	platform	NOUN
fbem-22292	107	27	.	.	PUNCT
fbem-22292	108	1	additionally	additionally	ADV
fbem-22292	108	2	,	,	PUNCT
fbem-22292	108	3	personalized	personalized	ADJ
fbem-22292	108	4	recommendations	recommendation	NOUN
fbem-22292	108	5	can	can	AUX
fbem-22292	108	6	also	also	ADV
fbem-22292	108	7	provide	provide	VERB
fbem-22292	108	8	customized	customized	ADJ
fbem-22292	108	9	services	service	NOUN
fbem-22292	108	10	.	.	PUNCT
fbem-22292	109	1	the	the	DET
fbem-22292	109	2	recommendation	recommendation	NOUN
fbem-22292	109	3	system	system	NOUN
fbem-22292	109	4	can	can	AUX
fbem-22292	109	5	tailor	tailor	VERB
fbem-22292	109	6	specific	specific	ADJ
fbem-22292	109	7	features	feature	NOUN
fbem-22292	109	8	and	and	CCONJ
fbem-22292	109	9	experiences	experience	NOUN
fbem-22292	109	10	for	for	ADP
fbem-22292	109	11	users	user	NOUN
fbem-22292	109	12	based	base	VERB
fbem-22292	109	13	on	on	ADP
fbem-22292	109	14	their	their	PRON
fbem-22292	109	15	preferences	preference	NOUN
fbem-22292	109	16	and	and	CCONJ
fbem-22292	109	17	needs	need	NOUN
fbem-22292	109	18	.	.	PUNCT
fbem-22292	110	1	according	accord	VERB
fbem-22292	110	2	to	to	ADP
fbem-22292	110	3	users	user	NOUN
fbem-22292	110	4	'	'	PART
fbem-22292	110	5	preferences	preference	NOUN
fbem-22292	110	6	,	,	PUNCT
fbem-22292	110	7	the	the	DET
fbem-22292	110	8	recommendation	recommendation	NOUN
fbem-22292	110	9	system	system	NOUN
fbem-22292	110	10	can	can	AUX
fbem-22292	110	11	set	set	VERB
fbem-22292	110	12	personalized	personalized	ADJ
fbem-22292	110	13	homepages	homepage	NOUN
fbem-22292	110	14	,	,	PUNCT
fbem-22292	110	15	push	push	NOUN
fbem-22292	110	16	notifications	notification	NOUN
fbem-22292	110	17	,	,	PUNCT
fbem-22292	110	18	or	or	CCONJ
fbem-22292	110	19	customized	customize	VERB
fbem-22292	110	20	content	content	NOUN
fbem-22292	110	21	subscription	subscription	NOUN
fbem-22292	110	22	services	service	NOUN
fbem-22292	110	23	.	.	PUNCT
fbem-22292	111	1	this	this	DET
fbem-22292	111	2	personalized	personalized	ADJ
fbem-22292	111	3	service	service	NOUN
fbem-22292	111	4	can	can	AUX
fbem-22292	111	5	enhance	enhance	VERB
fbem-22292	111	6	user	user	NOUN
fbem-22292	111	7	convenience	convenience	NOUN
fbem-22292	111	8	and	and	CCONJ
fbem-22292	111	9	satisfaction	satisfaction	NOUN
fbem-22292	111	10	,	,	PUNCT
fbem-22292	111	11	prompting	prompt	VERB
fbem-22292	111	12	them	they	PRON
fbem-22292	111	13	to	to	PART
fbem-22292	111	14	use	use	VERB
fbem-22292	111	15	the	the	DET
fbem-22292	111	16	platform	platform	NOUN
fbem-22292	111	17	more	more	ADV
fbem-22292	111	18	frequently	frequently	ADV
fbem-22292	111	19	for	for	ADP
fbem-22292	111	20	content	content	ADJ
fbem-22292	111	21	consumption	consumption	NOUN
fbem-22292	111	22	.	.	PUNCT
fbem-22292	112	1	therefore	therefore	ADV
fbem-22292	112	2	,	,	PUNCT
fbem-22292	112	3	personalized	personalized	ADJ
fbem-22292	112	4	recommendations	recommendation	NOUN
fbem-22292	112	5	have	have	VERB
fbem-22292	112	6	a	a	DET
fbem-22292	112	7	significant	significant	ADJ
fbem-22292	112	8	impact	impact	NOUN
fbem-22292	112	9	on	on	ADP
fbem-22292	112	10	user	user	NOUN
fbem-22292	112	11	behavior	behavior	NOUN
fbem-22292	112	12	and	and	CCONJ
fbem-22292	112	13	content	content	ADJ
fbem-22292	112	14	consumption	consumption	NOUN
fbem-22292	112	15	.	.	PUNCT
fbem-22292	113	1	they	they	PRON
fbem-22292	113	2	offer	offer	VERB
fbem-22292	113	3	precise	precise	ADJ
fbem-22292	113	4	content	content	NOUN
fbem-22292	113	5	matching	matching	NOUN
fbem-22292	113	6	,	,	PUNCT
fbem-22292	113	7	expanded	expand	VERB
fbem-22292	113	8	content	content	NOUN
fbem-22292	113	9	selection	selection	NOUN
fbem-22292	113	10	,	,	PUNCT
fbem-22292	113	11	and	and	CCONJ
fbem-22292	113	12	personalized	personalized	ADJ
fbem-22292	113	13	services	service	NOUN
fbem-22292	113	14	,	,	PUNCT
fbem-22292	113	15	making	make	VERB
fbem-22292	113	16	users	user	NOUN
fbem-22292	113	17	more	more	ADV
fbem-22292	113	18	willing	willing	ADJ
fbem-22292	113	19	to	to	PART
fbem-22292	113	20	engage	engage	VERB
fbem-22292	113	21	in	in	ADP
fbem-22292	113	22	content	content	NOUN
fbem-22292	113	23	consumption	consumption	NOUN
fbem-22292	113	24	guided	guide	VERB
fbem-22292	113	25	by	by	ADP
fbem-22292	113	26	the	the	DET
fbem-22292	113	27	recommendation	recommendation	NOUN
fbem-22292	113	28	system	system	NOUN
fbem-22292	113	29	.	.	PUNCT
fbem-22292	114	1	4.3	4.3	NUM
fbem-22292	114	2	.	.	PUNCT
fbem-22292	115	1	the	the	DET
fbem-22292	115	2	relationship	relationship	NOUN
fbem-22292	115	3	between	between	ADP
fbem-22292	115	4	user	user	NOUN
fbem-22292	115	5	behavior	behavior	NOUN
fbem-22292	115	6	and	and	CCONJ
fbem-22292	115	7	the	the	DET
fbem-22292	115	8	mobility	mobility	NOUN
fbem-22292	115	9	and	and	CCONJ
fbem-22292	115	10	immediacy	immediacy	NOUN
fbem-22292	115	11	of	of	ADP
fbem-22292	115	12	content	content	ADJ
fbem-22292	115	13	consumption	consumption	NOUN
fbem-22292	115	14	the	the	DET
fbem-22292	115	15	relationship	relationship	NOUN
fbem-22292	115	16	between	between	ADP
fbem-22292	115	17	user	user	NOUN
fbem-22292	115	18	behavior	behavior	NOUN
fbem-22292	115	19	and	and	CCONJ
fbem-22292	115	20	content	content	ADJ
fbem-22292	115	21	consumption	consumption	NOUN
fbem-22292	115	22	in	in	ADP
fbem-22292	115	23	the	the	DET
fbem-22292	115	24	era	era	NOUN
fbem-22292	115	25	of	of	ADP
fbem-22292	115	26	new	new	ADJ
fbem-22292	115	27	media	medium	NOUN
fbem-22292	115	28	is	be	AUX
fbem-22292	115	29	closely	closely	ADV
fbem-22292	115	30	tied	tie	VERB
fbem-22292	115	31	to	to	ADP
fbem-22292	115	32	the	the	DET
fbem-22292	115	33	mobility	mobility	NOUN
fbem-22292	115	34	and	and	CCONJ
fbem-22292	115	35	immediacy	immediacy	NOUN
fbem-22292	115	36	brought	bring	VERB
fbem-22292	115	37	about	about	ADP
fbem-22292	115	38	by	by	ADP
fbem-22292	115	39	mobile	mobile	ADJ
fbem-22292	115	40	internet	internet	NOUN
fbem-22292	115	41	and	and	CCONJ
fbem-22292	115	42	instant	instant	ADJ
fbem-22292	115	43	communication	communication	NOUN
fbem-22292	115	44	technologies	technology	NOUN
fbem-22292	115	45	.	.	PUNCT
fbem-22292	116	1	the	the	DET
fbem-22292	116	2	widespread	widespread	ADJ
fbem-22292	116	3	adoption	adoption	NOUN
fbem-22292	116	4	of	of	ADP
fbem-22292	116	5	mobile	mobile	ADJ
fbem-22292	116	6	internet	internet	NOUN
fbem-22292	116	7	and	and	CCONJ
fbem-22292	116	8	instant	instant	ADJ
fbem-22292	116	9	communication	communication	NOUN
fbem-22292	116	10	technologies	technology	NOUN
fbem-22292	116	11	has	have	AUX
fbem-22292	116	12	allowed	allow	VERB
fbem-22292	116	13	users	user	NOUN
fbem-22292	116	14	to	to	PART
fbem-22292	116	15	access	access	VERB
fbem-22292	116	16	and	and	CCONJ
fbem-22292	116	17	consume	consume	VERB
fbem-22292	116	18	content	content	NOUN
fbem-22292	116	19	anytime	anytime	ADV
fbem-22292	116	20	,	,	PUNCT
fbem-22292	116	21	anywhere	anywhere	ADV
fbem-22292	116	22	through	through	ADP
fbem-22292	116	23	mobile	mobile	ADJ
fbem-22292	116	24	devices	device	NOUN
fbem-22292	116	25	,	,	PUNCT
fbem-22292	116	26	significantly	significantly	ADV
fbem-22292	116	27	impacting	impact	VERB
fbem-22292	116	28	user	user	NOUN
fbem-22292	116	29	behavior	behavior	NOUN
fbem-22292	116	30	and	and	CCONJ
fbem-22292	116	31	content	content	NOUN
fbem-22292	116	32	consumption	consumption	NOUN
fbem-22292	116	33	patterns	pattern	NOUN
fbem-22292	116	34	.	.	PUNCT
fbem-22292	117	1	research	research	NOUN
fbem-22292	117	2	by	by	ADP
fbem-22292	117	3	ghose	ghose	PROPN
fbem-22292	117	4	and	and	CCONJ
fbem-22292	117	5	others	other	NOUN
fbem-22292	118	1	[	[	X
fbem-22292	118	2	9	9	NUM
fbem-22292	118	3	]	]	PUNCT
fbem-22292	118	4	demonstrates	demonstrate	VERB
fbem-22292	118	5	that	that	SCONJ
fbem-22292	118	6	mobile	mobile	NOUN
fbem-22292	118	7	user	user	NOUN
fbem-22292	118	8	behavior	behavior	NOUN
fbem-22292	118	9	has	have	AUX
fbem-22292	118	10	made	make	VERB
fbem-22292	118	11	content	content	ADJ
fbem-22292	118	12	access	access	NOUN
fbem-22292	118	13	and	and	CCONJ
fbem-22292	118	14	consumption	consumption	NOUN
fbem-22292	118	15	more	more	ADV
fbem-22292	118	16	convenient	convenient	ADJ
fbem-22292	118	17	and	and	CCONJ
fbem-22292	118	18	flexible	flexible	ADJ
fbem-22292	118	19	.	.	PUNCT
fbem-22292	119	1	users	user	NOUN
fbem-22292	119	2	are	be	AUX
fbem-22292	119	3	no	no	ADV
fbem-22292	119	4	longer	long	ADV
fbem-22292	119	5	confined	confine	VERB
fbem-22292	119	6	to	to	ADP
fbem-22292	119	7	traditional	traditional	ADJ
fbem-22292	119	8	computer	computer	NOUN
fbem-22292	119	9	terminals	terminal	NOUN
fbem-22292	119	10	and	and	CCONJ
fbem-22292	119	11	can	can	AUX
fbem-22292	119	12	access	access	VERB
fbem-22292	119	13	the	the	DET
fbem-22292	119	14	internet	internet	NOUN
fbem-22292	119	15	and	and	CCONJ
fbem-22292	119	16	various	various	ADJ
fbem-22292	119	17	content	content	NOUN
fbem-22292	119	18	platforms	platform	NOUN
fbem-22292	119	19	at	at	ADP
fbem-22292	119	20	any	any	DET
fbem-22292	119	21	time	time	NOUN
fbem-22292	119	22	and	and	CCONJ
fbem-22292	119	23	in	in	ADP
fbem-22292	119	24	any	any	DET
fbem-22292	119	25	place	place	NOUN
fbem-22292	119	26	using	use	VERB
fbem-22292	119	27	smartphones	smartphone	NOUN
fbem-22292	119	28	,	,	PUNCT
fbem-22292	119	29	tablets	tablet	NOUN
fbem-22292	119	30	,	,	PUNCT
fbem-22292	119	31	and	and	CCONJ
fbem-22292	119	32	other	other	ADJ
fbem-22292	119	33	mobile	mobile	ADJ
fbem-22292	119	34	devices	device	NOUN
fbem-22292	119	35	.	.	PUNCT
fbem-22292	120	1	whether	whether	SCONJ
fbem-22292	120	2	on	on	ADP
fbem-22292	120	3	public	public	ADJ
fbem-22292	120	4	transportation	transportation	NOUN
fbem-22292	120	5	,	,	PUNCT
fbem-22292	120	6	in	in	ADP
fbem-22292	120	7	cafes	cafe	NOUN
fbem-22292	120	8	,	,	PUNCT
fbem-22292	120	9	or	or	CCONJ
fbem-22292	120	10	at	at	ADP
fbem-22292	120	11	home	home	NOUN
fbem-22292	120	12	,	,	PUNCT
fbem-22292	120	13	users	user	NOUN
fbem-22292	120	14	can	can	AUX
fbem-22292	120	15	engage	engage	VERB
fbem-22292	120	16	in	in	ADP
fbem-22292	120	17	content	content	ADJ
fbem-22292	120	18	consumption	consumption	NOUN
fbem-22292	120	19	through	through	ADP
fbem-22292	120	20	mobile	mobile	ADJ
fbem-22292	120	21	devices	device	NOUN
fbem-22292	120	22	.	.	PUNCT
fbem-22292	121	1	this	this	DET
fbem-22292	121	2	mobile	mobile	ADJ
fbem-22292	121	3	behavior	behavior	NOUN
fbem-22292	121	4	has	have	AUX
fbem-22292	121	5	led	lead	VERB
fbem-22292	121	6	to	to	ADP
fbem-22292	121	7	more	more	ADV
fbem-22292	121	8	frequent	frequent	ADJ
fbem-22292	121	9	content	content	NOUN
fbem-22292	121	10	consumption	consumption	NOUN
fbem-22292	121	11	and	and	CCONJ
fbem-22292	121	12	increased	increase	VERB
fbem-22292	121	13	user	user	NOUN
fbem-22292	121	14	exposure	exposure	NOUN
fbem-22292	121	15	to	to	ADP
fbem-22292	121	16	content	content	NOUN
fbem-22292	121	17	.	.	PUNCT
fbem-22292	122	1	furthermore	furthermore	ADV
fbem-22292	122	2	,	,	PUNCT
fbem-22292	122	3	the	the	DET
fbem-22292	122	4	immediacy	immediacy	NOUN
fbem-22292	122	5	of	of	ADP
fbem-22292	122	6	user	user	NOUN
fbem-22292	122	7	behavior	behavior	NOUN
fbem-22292	122	8	has	have	AUX
fbem-22292	122	9	made	make	VERB
fbem-22292	122	10	their	their	PRON
fbem-22292	122	11	demand	demand	NOUN
fbem-22292	122	12	for	for	ADP
fbem-22292	122	13	content	content	NOUN
fbem-22292	122	14	more	more	ADV
fbem-22292	122	15	urgent	urgent	ADJ
fbem-22292	122	16	.	.	PUNCT
fbem-22292	123	1	in	in	ADP
fbem-22292	123	2	the	the	DET
fbem-22292	123	3	new	new	ADJ
fbem-22292	123	4	media	medium	NOUN
fbem-22292	123	5	era	era	NOUN
fbem-22292	123	6	,	,	PUNCT
fbem-22292	123	7	there	there	PRON
fbem-22292	123	8	is	be	VERB
fbem-22292	123	9	an	an	DET
fbem-22292	123	10	increasing	increase	VERB
fbem-22292	123	11	demand	demand	NOUN
fbem-22292	123	12	for	for	ADP
fbem-22292	123	13	timely	timely	ADJ
fbem-22292	123	14	access	access	NOUN
fbem-22292	123	15	to	to	ADP
fbem-22292	123	16	the	the	DET
fbem-22292	123	17	latest	late	ADJ
fbem-22292	123	18	information	information	NOUN
fbem-22292	123	19	and	and	CCONJ
fbem-22292	123	20	instant	instant	ADJ
fbem-22292	123	21	interaction	interaction	NOUN
fbem-22292	123	22	.	.	PUNCT
fbem-22292	124	1	through	through	ADP
fbem-22292	124	2	mobile	mobile	ADJ
fbem-22292	124	3	devices	device	NOUN
fbem-22292	124	4	,	,	PUNCT
fbem-22292	124	5	users	user	NOUN
fbem-22292	124	6	can	can	AUX
fbem-22292	124	7	instantly	instantly	ADV
fbem-22292	124	8	access	access	VERB
fbem-22292	124	9	news	news	NOUN
fbem-22292	124	10	,	,	PUNCT
fbem-22292	124	11	social	social	ADJ
fbem-22292	124	12	media	medium	NOUN
fbem-22292	124	13	updates	update	NOUN
fbem-22292	124	14	,	,	PUNCT
fbem-22292	124	15	live	live	ADJ
fbem-22292	124	16	events	event	NOUN
fbem-22292	124	17	,	,	PUNCT
fbem-22292	124	18	and	and	CCONJ
fbem-22292	124	19	more	more	ADJ
fbem-22292	124	20	.	.	PUNCT
fbem-22292	125	1	they	they	PRON
fbem-22292	125	2	can	can	AUX
fbem-22292	125	3	promptly	promptly	ADV
fbem-22292	125	4	respond	respond	VERB
fbem-22292	125	5	and	and	CCONJ
fbem-22292	125	6	comment	comment	VERB
fbem-22292	125	7	,	,	PUNCT
fbem-22292	125	8	engaging	engage	VERB
fbem-22292	125	9	in	in	ADP
fbem-22292	125	10	real	real	ADJ
fbem-22292	125	11	-	-	PUNCT
fbem-22292	125	12	time	time	NOUN
fbem-22292	125	13	interaction	interaction	NOUN
fbem-22292	125	14	and	and	CCONJ
fbem-22292	125	15	communication	communication	NOUN
fbem-22292	125	16	with	with	ADP
fbem-22292	125	17	other	other	ADJ
fbem-22292	125	18	users	user	NOUN
fbem-22292	125	19	.	.	PUNCT
fbem-22292	126	1	this	this	DET
fbem-22292	126	2	immediacy	immediacy	NOUN
fbem-22292	126	3	has	have	AUX
fbem-22292	126	4	inclined	incline	VERB
fbem-22292	126	5	users	user	NOUN
fbem-22292	126	6	to	to	PART
fbem-22292	126	7	focus	focus	VERB
fbem-22292	126	8	on	on	ADP
fbem-22292	126	9	and	and	CCONJ
fbem-22292	126	10	consume	consume	VERB
fbem-22292	126	11	content	content	NOUN
fbem-22292	126	12	that	that	PRON
fbem-22292	126	13	provides	provide	VERB
fbem-22292	126	14	real	real	ADJ
fbem-22292	126	15	-	-	PUNCT
fbem-22292	126	16	time	time	NOUN
fbem-22292	126	17	updates	update	NOUN
fbem-22292	126	18	and	and	CCONJ
fbem-22292	126	19	interaction	interaction	NOUN
fbem-22292	126	20	.	.	PUNCT
fbem-22292	127	1	the	the	DET
fbem-22292	127	2	mobile	mobile	ADJ
fbem-22292	127	3	nature	nature	NOUN
fbem-22292	127	4	and	and	CCONJ
fbem-22292	127	5	immediacy	immediacy	NOUN
fbem-22292	127	6	of	of	ADP
fbem-22292	127	7	user	user	NOUN
fbem-22292	127	8	behavior	behavior	NOUN
fbem-22292	127	9	also	also	ADV
fbem-22292	127	10	present	present	VERB
fbem-22292	127	11	new	new	ADJ
fbem-22292	127	12	challenges	challenge	NOUN
fbem-22292	127	13	and	and	CCONJ
fbem-22292	127	14	opportunities	opportunity	NOUN
fbem-22292	127	15	for	for	ADP
fbem-22292	127	16	content	content	NOUN
fbem-22292	127	17	creators	creator	NOUN
fbem-22292	127	18	and	and	CCONJ
fbem-22292	127	19	media	medium	NOUN
fbem-22292	127	20	platforms	platform	NOUN
fbem-22292	127	21	.	.	PUNCT
fbem-22292	128	1	to	to	PART
fbem-22292	128	2	meet	meet	VERB
fbem-22292	128	3	the	the	DET
fbem-22292	128	4	demands	demand	NOUN
fbem-22292	128	5	of	of	ADP
fbem-22292	128	6	mobile	mobile	ADJ
fbem-22292	128	7	users	user	NOUN
fbem-22292	128	8	,	,	PUNCT
fbem-22292	128	9	268	268	NUM
fbem-22292	128	10	content	content	NOUN
fbem-22292	128	11	creators	creator	NOUN
fbem-22292	128	12	and	and	CCONJ
fbem-22292	128	13	media	medium	NOUN
fbem-22292	128	14	platforms	platform	NOUN
fbem-22292	128	15	need	need	VERB
fbem-22292	128	16	to	to	PART
fbem-22292	128	17	provide	provide	VERB
fbem-22292	128	18	content	content	NOUN
fbem-22292	128	19	and	and	CCONJ
fbem-22292	128	20	interfaces	interface	NOUN
fbem-22292	128	21	tailored	tailor	VERB
fbem-22292	128	22	for	for	ADP
fbem-22292	128	23	mobile	mobile	ADJ
fbem-22292	128	24	devices	device	NOUN
fbem-22292	128	25	,	,	PUNCT
fbem-22292	128	26	ensuring	ensure	VERB
fbem-22292	128	27	a	a	DET
fbem-22292	128	28	positive	positive	ADJ
fbem-22292	128	29	user	user	NOUN
fbem-22292	128	30	experience	experience	NOUN
fbem-22292	128	31	on	on	ADP
fbem-22292	128	32	these	these	DET
fbem-22292	128	33	platforms	platform	NOUN
fbem-22292	128	34	.	.	PUNCT
fbem-22292	129	1	additionally	additionally	ADV
fbem-22292	129	2	,	,	PUNCT
fbem-22292	129	3	they	they	PRON
fbem-22292	129	4	need	need	VERB
fbem-22292	129	5	to	to	PART
fbem-22292	129	6	offer	offer	VERB
fbem-22292	129	7	real	real	ADJ
fbem-22292	129	8	-	-	PUNCT
fbem-22292	129	9	time	time	NOUN
fbem-22292	129	10	updates	update	NOUN
fbem-22292	129	11	and	and	CCONJ
fbem-22292	129	12	interactive	interactive	ADJ
fbem-22292	129	13	features	feature	NOUN
fbem-22292	129	14	to	to	PART
fbem-22292	129	15	maintain	maintain	VERB
fbem-22292	129	16	close	close	ADJ
fbem-22292	129	17	contact	contact	NOUN
fbem-22292	129	18	and	and	CCONJ
fbem-22292	129	19	interaction	interaction	NOUN
fbem-22292	129	20	with	with	ADP
fbem-22292	129	21	users	user	NOUN
fbem-22292	129	22	,	,	PUNCT
fbem-22292	129	23	thereby	thereby	ADV
fbem-22292	129	24	attracting	attract	VERB
fbem-22292	129	25	their	their	PRON
fbem-22292	129	26	attention	attention	NOUN
fbem-22292	129	27	and	and	CCONJ
fbem-22292	129	28	engagement	engagement	NOUN
fbem-22292	129	29	.	.	PUNCT
fbem-22292	130	1	therefore	therefore	ADV
fbem-22292	130	2	,	,	PUNCT
fbem-22292	130	3	the	the	DET
fbem-22292	130	4	mobility	mobility	NOUN
fbem-22292	130	5	and	and	CCONJ
fbem-22292	130	6	immediacy	immediacy	NOUN
fbem-22292	130	7	of	of	ADP
fbem-22292	130	8	user	user	NOUN
fbem-22292	130	9	behavior	behavior	NOUN
fbem-22292	130	10	in	in	ADP
fbem-22292	130	11	the	the	DET
fbem-22292	130	12	era	era	NOUN
fbem-22292	130	13	of	of	ADP
fbem-22292	130	14	new	new	ADJ
fbem-22292	130	15	media	medium	NOUN
fbem-22292	130	16	are	be	AUX
fbem-22292	130	17	closely	closely	ADV
fbem-22292	130	18	intertwined	intertwine	VERB
fbem-22292	130	19	.	.	PUNCT
fbem-22292	131	1	the	the	DET
fbem-22292	131	2	widespread	widespread	ADJ
fbem-22292	131	3	use	use	NOUN
fbem-22292	131	4	of	of	ADP
fbem-22292	131	5	mobile	mobile	ADJ
fbem-22292	131	6	devices	device	NOUN
fbem-22292	131	7	allows	allow	VERB
fbem-22292	131	8	users	user	NOUN
fbem-22292	131	9	to	to	PART
fbem-22292	131	10	engage	engage	VERB
fbem-22292	131	11	in	in	ADP
fbem-22292	131	12	content	content	ADJ
fbem-22292	131	13	consumption	consumption	NOUN
fbem-22292	131	14	anytime	anytime	ADV
fbem-22292	131	15	,	,	PUNCT
fbem-22292	131	16	anywhere	anywhere	ADV
fbem-22292	131	17	,	,	PUNCT
fbem-22292	131	18	while	while	SCONJ
fbem-22292	131	19	the	the	DET
fbem-22292	131	20	development	development	NOUN
fbem-22292	131	21	of	of	ADP
fbem-22292	131	22	instant	instant	ADJ
fbem-22292	131	23	communication	communication	NOUN
fbem-22292	131	24	technologies	technology	NOUN
fbem-22292	131	25	satisfies	satisfy	VERB
fbem-22292	131	26	users	user	NOUN
fbem-22292	131	27	'	'	PART
fbem-22292	131	28	need	need	NOUN
fbem-22292	131	29	for	for	ADP
fbem-22292	131	30	instant	instant	ADJ
fbem-22292	131	31	interaction	interaction	NOUN
fbem-22292	131	32	and	and	CCONJ
fbem-22292	131	33	access	access	NOUN
fbem-22292	131	34	to	to	ADP
fbem-22292	131	35	the	the	DET
fbem-22292	131	36	latest	late	ADJ
fbem-22292	131	37	information	information	NOUN
fbem-22292	131	38	.	.	PUNCT
fbem-22292	132	1	this	this	DET
fbem-22292	132	2	mobile	mobile	ADJ
fbem-22292	132	3	and	and	CCONJ
fbem-22292	132	4	immediate	immediate	ADJ
fbem-22292	132	5	behavior	behavior	NOUN
fbem-22292	132	6	imposes	impose	VERB
fbem-22292	132	7	new	new	ADJ
fbem-22292	132	8	requirements	requirement	NOUN
fbem-22292	132	9	on	on	ADP
fbem-22292	132	10	content	content	NOUN
fbem-22292	132	11	creators	creator	NOUN
fbem-22292	132	12	and	and	CCONJ
fbem-22292	132	13	media	medium	NOUN
fbem-22292	132	14	platforms	platform	NOUN
fbem-22292	132	15	,	,	PUNCT
fbem-22292	132	16	necessitating	necessitate	VERB
fbem-22292	132	17	them	they	PRON
fbem-22292	132	18	to	to	PART
fbem-22292	132	19	adapt	adapt	VERB
fbem-22292	132	20	to	to	ADP
fbem-22292	132	21	user	user	NOUN
fbem-22292	132	22	behavior	behavior	NOUN
fbem-22292	132	23	patterns	pattern	NOUN
fbem-22292	132	24	and	and	CCONJ
fbem-22292	132	25	provide	provide	VERB
fbem-22292	132	26	content	content	NOUN
fbem-22292	132	27	and	and	CCONJ
fbem-22292	132	28	services	service	NOUN
fbem-22292	132	29	that	that	PRON
fbem-22292	132	30	align	align	VERB
fbem-22292	132	31	with	with	ADP
fbem-22292	132	32	user	user	NOUN
fbem-22292	132	33	needs	need	NOUN
fbem-22292	132	34	.	.	PUNCT
fbem-22292	133	1	5	5	X
fbem-22292	133	2	.	.	X
fbem-22292	133	3	conclusion	conclusion	VERB
fbem-22292	133	4	the	the	DET
fbem-22292	133	5	characteristics	characteristic	NOUN
fbem-22292	133	6	of	of	ADP
fbem-22292	133	7	user	user	NOUN
fbem-22292	133	8	behavior	behavior	NOUN
fbem-22292	133	9	in	in	ADP
fbem-22292	133	10	the	the	DET
fbem-22292	133	11	new	new	ADJ
fbem-22292	133	12	media	medium	NOUN
fbem-22292	133	13	era	era	NOUN
fbem-22292	133	14	have	have	VERB
fbem-22292	133	15	profound	profound	ADJ
fbem-22292	133	16	effects	effect	NOUN
fbem-22292	133	17	on	on	ADP
fbem-22292	133	18	content	content	ADJ
fbem-22292	133	19	consumption	consumption	NOUN
fbem-22292	133	20	.	.	PUNCT
fbem-22292	134	1	the	the	DET
fbem-22292	134	2	diverse	diverse	ADJ
fbem-22292	134	3	,	,	PUNCT
fbem-22292	134	4	interactive	interactive	ADJ
fbem-22292	134	5	,	,	PUNCT
fbem-22292	134	6	and	and	CCONJ
fbem-22292	134	7	personalized	personalized	ADJ
fbem-22292	134	8	user	user	NOUN
fbem-22292	134	9	behavior	behavior	NOUN
fbem-22292	134	10	characteristics	characteristic	NOUN
fbem-22292	134	11	drive	drive	VERB
fbem-22292	134	12	the	the	DET
fbem-22292	134	13	personalized	personalized	ADJ
fbem-22292	134	14	and	and	CCONJ
fbem-22292	134	15	diversified	diversify	VERB
fbem-22292	134	16	development	development	NOUN
fbem-22292	134	17	of	of	ADP
fbem-22292	134	18	content	content	ADJ
fbem-22292	134	19	consumption	consumption	NOUN
fbem-22292	134	20	.	.	PUNCT
fbem-22292	135	1	content	content	NOUN
fbem-22292	135	2	producers	producer	NOUN
fbem-22292	135	3	and	and	CCONJ
fbem-22292	135	4	platform	platform	NOUN
fbem-22292	135	5	operators	operator	NOUN
fbem-22292	135	6	need	need	VERB
fbem-22292	135	7	to	to	PART
fbem-22292	135	8	tailor	tailor	VERB
fbem-22292	135	9	content	content	NOUN
fbem-22292	135	10	strategies	strategy	NOUN
fbem-22292	135	11	and	and	CCONJ
fbem-22292	135	12	promotional	promotional	ADJ
fbem-22292	135	13	methods	method	NOUN
fbem-22292	135	14	based	base	VERB
fbem-22292	135	15	on	on	ADP
fbem-22292	135	16	user	user	NOUN
fbem-22292	135	17	behavior	behavior	NOUN
fbem-22292	135	18	characteristics	characteristic	NOUN
fbem-22292	135	19	to	to	PART
fbem-22292	135	20	meet	meet	VERB
fbem-22292	135	21	evolving	evolving	NOUN
fbem-22292	135	22	user	user	NOUN
fbem-22292	135	23	needs	need	NOUN
fbem-22292	135	24	.	.	PUNCT
fbem-22292	136	1	moreover	moreover	ADV
fbem-22292	136	2	,	,	PUNCT
fbem-22292	136	3	there	there	PRON
fbem-22292	136	4	is	be	VERB
fbem-22292	136	5	a	a	DET
fbem-22292	136	6	close	close	ADJ
fbem-22292	136	7	mutual	mutual	ADJ
fbem-22292	136	8	relationship	relationship	NOUN
fbem-22292	136	9	between	between	ADP
fbem-22292	136	10	user	user	NOUN
fbem-22292	136	11	behavior	behavior	NOUN
fbem-22292	136	12	and	and	CCONJ
fbem-22292	136	13	content	content	NOUN
fbem-22292	136	14	consumption	consumption	NOUN
fbem-22292	136	15	,	,	PUNCT
fbem-22292	136	16	and	and	CCONJ
fbem-22292	136	17	content	content	NOUN
fbem-22292	136	18	consumption	consumption	NOUN
fbem-22292	136	19	trends	trend	NOUN
fbem-22292	136	20	also	also	ADV
fbem-22292	136	21	affect	affect	VERB
fbem-22292	136	22	user	user	NOUN
fbem-22292	136	23	behavior	behavior	NOUN
fbem-22292	136	24	choices	choice	NOUN
fbem-22292	136	25	.	.	PUNCT
fbem-22292	137	1	therefore	therefore	ADV
fbem-22292	137	2	,	,	PUNCT
fbem-22292	137	3	new	new	ADJ
fbem-22292	137	4	media	medium	NOUN
fbem-22292	137	5	platforms	platform	NOUN
fbem-22292	137	6	need	need	VERB
fbem-22292	137	7	to	to	PART
fbem-22292	137	8	utilize	utilize	VERB
fbem-22292	137	9	recommendation	recommendation	NOUN
fbem-22292	137	10	algorithms	algorithm	NOUN
fbem-22292	137	11	and	and	CCONJ
fbem-22292	137	12	personalized	personalized	ADJ
fbem-22292	137	13	services	service	NOUN
fbem-22292	137	14	to	to	PART
fbem-22292	137	15	meet	meet	VERB
fbem-22292	137	16	users	user	NOUN
fbem-22292	137	17	'	'	PART
fbem-22292	137	18	personalized	personalized	ADJ
fbem-22292	137	19	needs	need	NOUN
fbem-22292	137	20	,	,	PUNCT
fbem-22292	137	21	providing	provide	VERB
fbem-22292	137	22	precise	precise	ADJ
fbem-22292	137	23	content	content	NOUN
fbem-22292	137	24	matching	matching	NOUN
fbem-22292	137	25	,	,	PUNCT
fbem-22292	137	26	expanded	expand	VERB
fbem-22292	137	27	content	content	NOUN
fbem-22292	137	28	choices	choice	NOUN
fbem-22292	137	29	,	,	PUNCT
fbem-22292	137	30	and	and	CCONJ
fbem-22292	137	31	personalized	personalized	ADJ
fbem-22292	137	32	services	service	NOUN
fbem-22292	137	33	to	to	PART
fbem-22292	137	34	encourage	encourage	VERB
fbem-22292	137	35	users	user	NOUN
fbem-22292	137	36	to	to	PART
fbem-22292	137	37	consume	consume	VERB
fbem-22292	137	38	content	content	NOUN
fbem-22292	137	39	.	.	PUNCT
fbem-22292	138	1	additionally	additionally	ADV
fbem-22292	138	2	,	,	PUNCT
fbem-22292	138	3	the	the	DET
fbem-22292	138	4	mobility	mobility	NOUN
fbem-22292	138	5	and	and	CCONJ
fbem-22292	138	6	immediacy	immediacy	NOUN
fbem-22292	138	7	of	of	ADP
fbem-22292	138	8	user	user	NOUN
fbem-22292	138	9	behavior	behavior	NOUN
fbem-22292	138	10	make	make	VERB
fbem-22292	138	11	users	user	NOUN
fbem-22292	138	12	'	'	PART
fbem-22292	138	13	content	content	NOUN
fbem-22292	138	14	access	access	NOUN
fbem-22292	138	15	and	and	CCONJ
fbem-22292	138	16	consumption	consumption	NOUN
fbem-22292	138	17	more	more	ADV
fbem-22292	138	18	convenient	convenient	ADJ
fbem-22292	138	19	and	and	CCONJ
fbem-22292	138	20	urgent	urgent	ADJ
fbem-22292	138	21	,	,	PUNCT
fbem-22292	138	22	presenting	present	VERB
fbem-22292	138	23	new	new	ADJ
fbem-22292	138	24	challenges	challenge	NOUN
fbem-22292	138	25	and	and	CCONJ
fbem-22292	138	26	opportunities	opportunity	NOUN
fbem-22292	138	27	for	for	ADP
fbem-22292	138	28	content	content	NOUN
fbem-22292	138	29	creators	creator	NOUN
fbem-22292	138	30	and	and	CCONJ
fbem-22292	138	31	media	medium	NOUN
fbem-22292	138	32	platforms	platform	NOUN
fbem-22292	138	33	.	.	PUNCT
fbem-22292	139	1	in	in	ADP
fbem-22292	139	2	summary	summary	NOUN
fbem-22292	139	3	,	,	PUNCT
fbem-22292	139	4	the	the	DET
fbem-22292	139	5	relationship	relationship	NOUN
fbem-22292	139	6	between	between	ADP
fbem-22292	139	7	user	user	NOUN
fbem-22292	139	8	behavior	behavior	NOUN
fbem-22292	139	9	and	and	CCONJ
fbem-22292	139	10	content	content	ADJ
fbem-22292	139	11	consumption	consumption	NOUN
fbem-22292	139	12	in	in	ADP
fbem-22292	139	13	the	the	DET
fbem-22292	139	14	new	new	ADJ
fbem-22292	139	15	media	medium	NOUN
fbem-22292	139	16	era	era	NOUN
fbem-22292	139	17	is	be	AUX
fbem-22292	139	18	becoming	becoming	AUX
fbem-22292	139	19	increasingly	increasingly	ADV
fbem-22292	139	20	intertwined	intertwine	VERB
fbem-22292	139	21	.	.	PUNCT
fbem-22292	140	1	content	content	NOUN
fbem-22292	140	2	creators	creator	NOUN
fbem-22292	140	3	and	and	CCONJ
fbem-22292	140	4	platform	platform	NOUN
fbem-22292	140	5	operators	operator	NOUN
fbem-22292	140	6	need	need	VERB
fbem-22292	140	7	to	to	PART
fbem-22292	140	8	fully	fully	ADV
fbem-22292	140	9	understand	understand	VERB
fbem-22292	140	10	user	user	NOUN
fbem-22292	140	11	behavior	behavior	NOUN
fbem-22292	140	12	characteristics	characteristic	NOUN
fbem-22292	140	13	,	,	PUNCT
fbem-22292	140	14	continuously	continuously	ADV
fbem-22292	140	15	optimize	optimize	VERB
fbem-22292	140	16	content	content	NOUN
fbem-22292	140	17	and	and	CCONJ
fbem-22292	140	18	services	service	NOUN
fbem-22292	140	19	,	,	PUNCT
fbem-22292	140	20	and	and	CCONJ
fbem-22292	140	21	enhance	enhance	VERB
fbem-22292	140	22	user	user	NOUN
fbem-22292	140	23	experience	experience	NOUN
fbem-22292	140	24	to	to	PART
fbem-22292	140	25	promote	promote	VERB
fbem-22292	140	26	sustained	sustained	ADJ
fbem-22292	140	27	growth	growth	NOUN
fbem-22292	140	28	in	in	ADP
fbem-22292	140	29	content	content	ADJ
fbem-22292	140	30	consumption	consumption	NOUN
fbem-22292	140	31	.	.	PUNCT
fbem-22292	141	1	references	reference	NOUN
fbem-22292	141	2	[	[	X
fbem-22292	141	3	1	1	X
fbem-22292	141	4	]	]	X
fbem-22292	141	5	lu	lu	PROPN
fbem-22292	141	6	zheng	zheng	PROPN
fbem-22292	141	7	.	.	PUNCT
fbem-22292	142	1	(	(	PUNCT
fbem-22292	142	2	2013	2013	NUM
fbem-22292	142	3	)	)	PUNCT
fbem-22292	142	4	.	.	PUNCT
fbem-22292	143	1	a	a	DET
fbem-22292	143	2	reverse	reverse	ADJ
fbem-22292	143	3	thinking	thinking	NOUN
fbem-22292	143	4	of	of	ADP
fbem-22292	143	5	diverse	diverse	ADJ
fbem-22292	143	6	demands	demand	NOUN
fbem-22292	143	7	of	of	ADP
fbem-22292	143	8	the	the	DET
fbem-22292	143	9	public	public	NOUN
fbem-22292	143	10	in	in	ADP
fbem-22292	143	11	the	the	DET
fbem-22292	143	12	new	new	ADJ
fbem-22292	143	13	media	medium	NOUN
fbem-22292	143	14	era	era	NOUN
fbem-22292	143	15	.	.	PUNCT
fbem-22292	144	1	editor	editor	NOUN
fbem-22292	144	2	's	's	PART
fbem-22292	144	3	friend	friend	NOUN
fbem-22292	144	4	,	,	PUNCT
fbem-22292	144	5	9	9	NUM
fbem-22292	144	6	,	,	PUNCT
fbem-22292	144	7	62	62	NUM
fbem-22292	144	8	-	-	SYM
fbem-22292	144	9	64	64	NUM
fbem-22292	144	10	.	.	PUNCT
fbem-22292	145	1	[	[	X
fbem-22292	145	2	2	2	NUM
fbem-22292	145	3	]	]	PUNCT
fbem-22292	145	4	yao	yao	NOUN
fbem-22292	145	5	peidong	peidong	NOUN
fbem-22292	145	6	.	.	PUNCT
fbem-22292	146	1	(	(	PUNCT
fbem-22292	146	2	2021	2021	NUM
fbem-22292	146	3	)	)	PUNCT
fbem-22292	146	4	.	.	PUNCT
fbem-22292	147	1	emotional	emotional	ADJ
fbem-22292	147	2	resonance	resonance	NOUN
fbem-22292	147	3	in	in	ADP
fbem-22292	147	4	new	new	ADJ
fbem-22292	147	5	media	medium	NOUN
fbem-22292	147	6	user	user	NOUN
fbem-22292	147	7	social	social	ADJ
fbem-22292	147	8	interaction	interaction	NOUN
fbem-22292	147	9	:	:	PUNCT
fbem-22292	147	10	a	a	DET
fbem-22292	147	11	case	case	NOUN
fbem-22292	147	12	study	study	NOUN
fbem-22292	147	13	of	of	ADP
fbem-22292	147	14	wechat	wechat	NOUN
fbem-22292	147	15	's	's	PART
fbem-22292	147	16	"	"	PUNCT
fbem-22292	147	17	poke	poke	ADJ
fbem-22292	147	18	"	"	PUNCT
fbem-22292	147	19	feature	feature	NOUN
fbem-22292	147	20	.	.	PUNCT
fbem-22292	148	1	new	new	ADJ
fbem-22292	148	2	media	medium	NOUN
fbem-22292	148	3	,	,	PUNCT
fbem-22292	148	4	10	10	NUM
fbem-22292	148	5	,	,	PUNCT
fbem-22292	148	6	28	28	NUM
fbem-22292	148	7	-	-	SYM
fbem-22292	148	8	30	30	NUM
fbem-22292	148	9	.	.	PUNCT
fbem-22292	149	1	[	[	X
fbem-22292	149	2	3	3	X
fbem-22292	149	3	]	]	X
fbem-22292	149	4	yu	yu	PROPN
fbem-22292	149	5	guoming	guoming	PROPN
fbem-22292	149	6	&	&	CCONJ
fbem-22292	149	7	li	li	PROPN
fbem-22292	149	8	huijuan	huijuan	PROPN
fbem-22292	149	9	.	.	PUNCT
fbem-22292	150	1	(	(	PUNCT
fbem-22292	150	2	2014	2014	NUM
fbem-22292	150	3	)	)	PUNCT
fbem-22292	150	4	.	.	PUNCT
fbem-22292	151	1	transformation	transformation	NOUN
fbem-22292	151	2	path	path	NOUN
fbem-22292	151	3	of	of	ADP
fbem-22292	151	4	media	medium	NOUN
fbem-22292	151	5	industry	industry	NOUN
fbem-22292	151	6	in	in	ADP
fbem-22292	151	7	the	the	DET
fbem-22292	151	8	big	big	ADJ
fbem-22292	151	9	data	data	PROPN
fbem-22292	151	10	era	era	NOUN
fbem-22292	151	11	:	:	PUNCT
fbem-22292	151	12	an	an	DET
fbem-22292	151	13	analysis	analysis	NOUN
fbem-22292	151	14	of	of	ADP
fbem-22292	151	15	customized	customized	ADJ
fbem-22292	151	16	content	content	NOUN
fbem-22292	151	17	,	,	PUNCT
fbem-22292	151	18	crowdsourced	crowdsourced	ADJ
fbem-22292	151	19	production	production	NOUN
fbem-22292	151	20	,	,	PUNCT
fbem-22292	151	21	and	and	CCONJ
fbem-22292	151	22	crossborder	crossborder	NOUN
fbem-22292	151	23	integration	integration	NOUN
fbem-22292	151	24	practice	practice	NOUN
fbem-22292	151	25	.	.	PUNCT
fbem-22292	152	1	modern	modern	ADJ
fbem-22292	152	2	communication	communication	NOUN
fbem-22292	152	3	(	(	PUNCT
fbem-22292	152	4	journal	journal	NOUN
fbem-22292	152	5	of	of	ADP
fbem-22292	152	6	communication	communication	PROPN
fbem-22292	152	7	university	university	PROPN
fbem-22292	152	8	of	of	ADP
fbem-22292	152	9	china	china	PROPN
fbem-22292	152	10	)	)	PUNCT
fbem-22292	152	11	,	,	PUNCT
fbem-22292	152	12	12	12	NUM
fbem-22292	152	13	,	,	PUNCT
fbem-22292	152	14	1	1	NUM
fbem-22292	152	15	-	-	SYM
fbem-22292	152	16	5	5	NUM
fbem-22292	152	17	+	+	NOUN
fbem-22292	152	18	11	11	NUM
fbem-22292	152	19	.	.	PUNCT
fbem-22292	153	1	[	[	X
fbem-22292	153	2	4	4	X
fbem-22292	153	3	]	]	X
fbem-22292	153	4	liu	liu	PROPN
fbem-22292	153	5	shichao	shichao	NOUN
fbem-22292	153	6	.	.	PUNCT
fbem-22292	154	1	(	(	PUNCT
fbem-22292	154	2	2018	2018	NUM
fbem-22292	154	3	)	)	PUNCT
fbem-22292	154	4	.	.	PUNCT
fbem-22292	155	1	a	a	DET
fbem-22292	155	2	new	new	ADJ
fbem-22292	155	3	perspective	perspective	NOUN
fbem-22292	155	4	on	on	ADP
fbem-22292	155	5	interpretation	interpretation	NOUN
fbem-22292	155	6	of	of	ADP
fbem-22292	155	7	public	public	ADJ
fbem-22292	155	8	opinion	opinion	NOUN
fbem-22292	155	9	:	:	PUNCT
fbem-22292	155	10	analyzing	analyze	VERB
fbem-22292	155	11	new	new	ADJ
fbem-22292	155	12	media	medium	NOUN
fbem-22292	155	13	events	event	NOUN
fbem-22292	155	14	from	from	ADP
fbem-22292	155	15	the	the	DET
fbem-22292	155	16	perspective	perspective	NOUN
fbem-22292	155	17	of	of	ADP
fbem-22292	155	18	interaction	interaction	NOUN
fbem-22292	155	19	ritual	ritual	ADJ
fbem-22292	155	20	theory	theory	NOUN
fbem-22292	155	21	.	.	PUNCT
fbem-22292	156	1	southeast	southeast	ADJ
fbem-22292	156	2	,	,	PUNCT
fbem-22292	156	3	10	10	NUM
fbem-22292	156	4	,	,	PUNCT
fbem-22292	156	5	83	83	NUM
fbem-22292	156	6	-	-	SYM
fbem-22292	156	7	84	84	NUM
fbem-22292	156	8	.	.	PUNCT
fbem-22292	157	1	[	[	X
fbem-22292	157	2	5	5	NUM
fbem-22292	157	3	]	]	X
fbem-22292	157	4	fan	fan	PROPN
fbem-22292	157	5	jinhui	jinhui	PROPN
fbem-22292	157	6	,	,	PUNCT
fbem-22292	157	7	shen	shen	PROPN
fbem-22292	157	8	jiayi	jiayi	PROPN
fbem-22292	157	9	,	,	PUNCT
fbem-22292	157	10	&	&	CCONJ
fbem-22292	157	11	liu	liu	PROPN
fbem-22292	157	12	jianhong	jianhong	PROPN
fbem-22292	157	13	.	.	PUNCT
fbem-22292	158	1	(	(	PUNCT
fbem-22292	158	2	2011	2011	NUM
fbem-22292	158	3	)	)	PUNCT
fbem-22292	158	4	.	.	PUNCT
fbem-22292	159	1	research	research	NOUN
fbem-22292	159	2	on	on	ADP
fbem-22292	159	3	the	the	DET
fbem-22292	159	4	trend	trend	NOUN
fbem-22292	159	5	of	of	ADP
fbem-22292	159	6	tv	tv	NOUN
fbem-22292	159	7	audience	audience	NOUN
fbem-22292	159	8	content	content	NOUN
fbem-22292	159	9	consumption	consumption	NOUN
fbem-22292	159	10	demand	demand	NOUN
fbem-22292	159	11	and	and	CCONJ
fbem-22292	159	12	industry	industry	NOUN
fbem-22292	159	13	development	development	NOUN
fbem-22292	159	14	.	.	PUNCT
fbem-22292	160	1	china	china	PROPN
fbem-22292	160	2	digital	digital	PROPN
fbem-22292	160	3	tv	tv	PROPN
fbem-22292	160	4	,	,	PUNCT
fbem-22292	160	5	6	6	NUM
fbem-22292	160	6	,	,	PUNCT
fbem-22292	160	7	67	67	NUM
fbem-22292	160	8	-	-	SYM
fbem-22292	160	9	70	70	NUM
fbem-22292	160	10	.	.	PUNCT
fbem-22292	161	1	[	[	X
fbem-22292	161	2	6	6	NUM
fbem-22292	161	3	]	]	PUNCT
fbem-22292	161	4	zheng	zheng	PROPN
fbem-22292	161	5	yuanyuan	yuanyuan	PROPN
fbem-22292	161	6	.	.	PUNCT
fbem-22292	162	1	(	(	PUNCT
fbem-22292	162	2	2023	2023	NUM
fbem-22292	162	3	)	)	PUNCT
fbem-22292	162	4	.	.	PUNCT
fbem-22292	163	1	research	research	NOUN
fbem-22292	163	2	on	on	ADP
fbem-22292	163	3	diversified	diversify	VERB
fbem-22292	163	4	content	content	NOUN
fbem-22292	163	5	consumption	consumption	NOUN
fbem-22292	163	6	product	product	NOUN
fbem-22292	163	7	recommendation	recommendation	NOUN
fbem-22292	163	8	method	method	NOUN
fbem-22292	163	9	based	base	VERB
fbem-22292	163	10	on	on	ADP
fbem-22292	163	11	clustering	clustering	NOUN
fbem-22292	163	12	and	and	CCONJ
fbem-22292	163	13	reordering	reordering	NOUN
fbem-22292	163	14	.	.	PUNCT
fbem-22292	164	1	harbin	harbin	PROPN
fbem-22292	164	2	:	:	PUNCT
fbem-22292	164	3	harbin	harbin	PROPN
fbem-22292	164	4	institute	institute	PROPN
fbem-22292	164	5	of	of	ADP
fbem-22292	164	6	technology	technology	PROPN
fbem-22292	164	7	.	.	PUNCT
fbem-22292	165	1	[	[	X
fbem-22292	165	2	7	7	X
fbem-22292	165	3	]	]	X
fbem-22292	165	4	wang	wang	PROPN
fbem-22292	165	5	zhiran	zhiran	PROPN
fbem-22292	165	6	,	,	PUNCT
fbem-22292	165	7	wang	wang	PROPN
fbem-22292	165	8	tiantian	tiantian	PROPN
fbem-22292	165	9	,	,	PUNCT
fbem-22292	165	10	wu	wu	PROPN
fbem-22292	165	11	jiangmeng	jiangmeng	PROPN
fbem-22292	165	12	,	,	PUNCT
fbem-22292	165	13	&	&	CCONJ
fbem-22292	165	14	wang	wang	PROPN
fbem-22292	165	15	ruoyu	ruoyu	PROPN
fbem-22292	165	16	.	.	PUNCT
fbem-22292	166	1	(	(	PUNCT
fbem-22292	166	2	2024	2024	NUM
fbem-22292	166	3	)	)	PUNCT
fbem-22292	166	4	.	.	PUNCT
fbem-22292	167	1	the	the	DET
fbem-22292	167	2	impact	impact	NOUN
fbem-22292	167	3	of	of	ADP
fbem-22292	167	4	social	social	ADJ
fbem-22292	167	5	e	e	NOUN
fbem-22292	167	6	-	-	ADJ
fbem-22292	167	7	commerce	commerce	ADJ
fbem-22292	167	8	ugc	ugc	NOUN
fbem-22292	167	9	sharing	sharing	NOUN
fbem-22292	167	10	recommendations	recommendation	NOUN
fbem-22292	167	11	on	on	ADP
fbem-22292	167	12	consumer	consumer	NOUN
fbem-22292	167	13	purchase	purchase	NOUN
fbem-22292	167	14	intentions	intention	NOUN
fbem-22292	167	15	.	.	PUNCT
fbem-22292	168	1	china	china	PROPN
fbem-22292	168	2	market	market	PROPN
fbem-22292	168	3	,	,	PUNCT
fbem-22292	168	4	11	11	NUM
fbem-22292	168	5	,	,	PUNCT
fbem-22292	168	6	121	121	NUM
fbem-22292	168	7	-	-	SYM
fbem-22292	168	8	125	125	NUM
fbem-22292	168	9	.	.	PUNCT
fbem-22292	169	1	[	[	X
fbem-22292	169	2	8	8	NUM
fbem-22292	169	3	]	]	X
fbem-22292	169	4	zhou	zhou	PROPN
fbem-22292	169	5	limei	limei	PROPN
fbem-22292	169	6	&	&	CCONJ
fbem-22292	169	7	wang	wang	PROPN
fbem-22292	169	8	chunyan	chunyan	PROPN
fbem-22292	169	9	.	.	PUNCT
fbem-22292	170	1	(	(	PUNCT
fbem-22292	170	2	2024	2024	NUM
fbem-22292	170	3	)	)	PUNCT
fbem-22292	170	4	.	.	PUNCT
fbem-22292	171	1	research	research	NOUN
fbem-22292	171	2	on	on	ADP
fbem-22292	171	3	data	datum	NOUN
fbem-22292	171	4	mining	mining	NOUN
fbem-22292	171	5	of	of	ADP
fbem-22292	171	6	e	e	PROPN
fbem-22292	171	7	-	-	NOUN
fbem-22292	171	8	commerce	commerce	PROPN
fbem-22292	171	9	platform	platform	NOUN
fbem-22292	171	10	user	user	NOUN
fbem-22292	171	11	behavior	behavior	NOUN
fbem-22292	171	12	and	and	CCONJ
fbem-22292	171	13	consumer	consumer	NOUN
fbem-22292	171	14	behavior	behavior	NOUN
fbem-22292	171	15	prediction	prediction	NOUN
fbem-22292	171	16	.	.	PUNCT
fbem-22292	172	1	old	old	ADJ
fbem-22292	172	2	brand	brand	NOUN
fbem-22292	172	3	marketing	marketing	NOUN
fbem-22292	172	4	,	,	PUNCT
fbem-22292	172	5	9	9	NUM
fbem-22292	172	6	,	,	PUNCT
fbem-22292	172	7	18	18	NUM
fbem-22292	172	8	-	-	SYM
fbem-22292	172	9	20	20	NUM
fbem-22292	172	10	.	.	PUNCT
fbem-22292	173	1	[	[	X
fbem-22292	173	2	9	9	NUM
fbem-22292	173	3	]	]	SYM
fbem-22292	173	4	ghose	ghose	PROPN
fbem-22292	173	5	,	,	PUNCT
fbem-22292	173	6	a.	a.	PROPN
fbem-22292	173	7	,	,	PUNCT
fbem-22292	173	8	&	&	CCONJ
fbem-22292	173	9	han	han	PROPN
fbem-22292	173	10	,	,	PUNCT
fbem-22292	173	11	s.	s.	PROPN
fbem-22292	173	12	(	(	PUNCT
fbem-22292	173	13	2011	2011	NUM
fbem-22292	173	14	)	)	PUNCT
fbem-22292	173	15	.	.	PUNCT
fbem-22292	174	1	user	user	NOUN
fbem-22292	174	2	content	content	NOUN
fbem-22292	174	3	generation	generation	NOUN
fbem-22292	174	4	and	and	CCONJ
fbem-22292	174	5	usage	usage	NOUN
fbem-22292	174	6	behavior	behavior	NOUN
fbem-22292	174	7	on	on	ADP
fbem-22292	174	8	the	the	DET
fbem-22292	174	9	mobile	mobile	ADJ
fbem-22292	174	10	internet	internet	NOUN
fbem-22292	174	11	:	:	PUNCT
fbem-22292	174	12	an	an	DET
fbem-22292	174	13	empirical	empirical	ADJ
fbem-22292	174	14	analysis	analysis	NOUN
fbem-22292	174	15	.	.	PUNCT
fbem-22292	175	1	economics	economic	NOUN
fbem-22292	175	2	of	of	ADP
fbem-22292	175	3	networks	network	NOUN
fbem-22292	175	4	ejournal	ejournal	ADJ
fbem-22292	175	5	.	.	PUNCT