id	sid	tid	token	lemma	pos
c821gh9697t	1	1	human	human	ADJ
c821gh9697t	1	2	behavior	behavior	NOUN
c821gh9697t	1	3	is	be	AUX
c821gh9697t	1	4	highly	highly	ADV
c821gh9697t	1	5	complex	complex	ADJ
c821gh9697t	1	6	and	and	CCONJ
c821gh9697t	1	7	dependent	dependent	ADJ
c821gh9697t	1	8	on	on	ADP
c821gh9697t	1	9	the	the	DET
c821gh9697t	1	10	interplay	interplay	NOUN
c821gh9697t	1	11	of	of	ADP
c821gh9697t	1	12	various	various	ADJ
c821gh9697t	1	13	intrinsic	intrinsic	ADJ
c821gh9697t	1	14	and	and	CCONJ
c821gh9697t	1	15	extrinsic	extrinsic	ADJ
c821gh9697t	1	16	variables	variable	NOUN
c821gh9697t	1	17	making	make	VERB
c821gh9697t	1	18	its	its	PRON
c821gh9697t	1	19	study	study	NOUN
c821gh9697t	1	20	extremely	extremely	ADV
c821gh9697t	1	21	challenging	challenging	ADJ
c821gh9697t	1	22	.	.	PUNCT
c821gh9697t	2	1	in	in	ADP
c821gh9697t	2	2	the	the	DET
c821gh9697t	2	3	era	era	NOUN
c821gh9697t	2	4	of	of	ADP
c821gh9697t	2	5	big	big	ADJ
c821gh9697t	2	6	data	datum	NOUN
c821gh9697t	2	7	,	,	PUNCT
c821gh9697t	2	8	exponential	exponential	ADJ
c821gh9697t	2	9	growth	growth	NOUN
c821gh9697t	2	10	of	of	ADP
c821gh9697t	2	11	data	datum	NOUN
c821gh9697t	2	12	across	across	ADP
c821gh9697t	2	13	multiple	multiple	ADJ
c821gh9697t	2	14	domains	domain	NOUN
c821gh9697t	2	15	has	have	AUX
c821gh9697t	2	16	provided	provide	VERB
c821gh9697t	2	17	a	a	DET
c821gh9697t	2	18	unique	unique	ADJ
c821gh9697t	2	19	opportunity	opportunity	NOUN
c821gh9697t	2	20	for	for	SCONJ
c821gh9697t	2	21	us	we	PRON
c821gh9697t	2	22	to	to	PART
c821gh9697t	2	23	study	study	VERB
c821gh9697t	2	24	human	human	ADJ
c821gh9697t	2	25	behavior	behavior	NOUN
c821gh9697t	2	26	,	,	PUNCT
c821gh9697t	2	27	actions	action	NOUN
c821gh9697t	2	28	and	and	CCONJ
c821gh9697t	2	29	relationships	relationship	NOUN
c821gh9697t	2	30	at	at	ADP
c821gh9697t	2	31	scale	scale	NOUN
c821gh9697t	2	32	by	by	ADP
c821gh9697t	2	33	combining	combine	VERB
c821gh9697t	2	34	data	datum	NOUN
c821gh9697t	2	35	from	from	ADP
c821gh9697t	2	36	diverse	diverse	ADJ
c821gh9697t	2	37	sources.this	sources.this	NOUN
c821gh9697t	2	38	dissertation	dissertation	NOUN
c821gh9697t	2	39	is	be	AUX
c821gh9697t	2	40	guided	guide	VERB
c821gh9697t	2	41	by	by	ADP
c821gh9697t	2	42	the	the	DET
c821gh9697t	2	43	following	follow	VERB
c821gh9697t	2	44	principles	principle	NOUN
c821gh9697t	2	45	:	:	PUNCT
c821gh9697t	2	46	1	1	X
c821gh9697t	2	47	)	)	PUNCT
c821gh9697t	2	48	leveraging	leverage	VERB
c821gh9697t	2	49	rich	rich	ADJ
c821gh9697t	2	50	situational	situational	NOUN
c821gh9697t	2	51	and	and	CCONJ
c821gh9697t	2	52	interaction	interaction	NOUN
c821gh9697t	2	53	context	context	NOUN
c821gh9697t	2	54	2	2	NUM
c821gh9697t	2	55	)	)	PUNCT
c821gh9697t	2	56	fusing	fuse	VERB
c821gh9697t	2	57	information	information	NOUN
c821gh9697t	2	58	from	from	ADP
c821gh9697t	2	59	heterogeneous	heterogeneous	ADJ
c821gh9697t	2	60	data	data	NOUN
c821gh9697t	2	61	sources	source	NOUN
c821gh9697t	2	62	using	use	VERB
c821gh9697t	2	63	efficient	efficient	ADJ
c821gh9697t	2	64	and	and	CCONJ
c821gh9697t	2	65	effective	effective	ADJ
c821gh9697t	2	66	computational	computational	ADJ
c821gh9697t	2	67	models	model	NOUN
c821gh9697t	2	68	and	and	CCONJ
c821gh9697t	2	69	3	3	X
c821gh9697t	2	70	)	)	PUNCT
c821gh9697t	2	71	studying	study	VERB
c821gh9697t	2	72	human	human	ADJ
c821gh9697t	2	73	behavior	behavior	NOUN
c821gh9697t	2	74	across	across	ADP
c821gh9697t	2	75	multiple	multiple	ADJ
c821gh9697t	2	76	application	application	NOUN
c821gh9697t	2	77	domains	domain	NOUN
c821gh9697t	2	78	to	to	PART
c821gh9697t	2	79	draw	draw	VERB
c821gh9697t	2	80	actionable	actionable	ADJ
c821gh9697t	2	81	insights	insight	NOUN
c821gh9697t	2	82	to	to	PART
c821gh9697t	2	83	address	address	VERB
c821gh9697t	2	84	real	real	ADJ
c821gh9697t	2	85	world	world	NOUN
c821gh9697t	2	86	challenges	challenge	NOUN
c821gh9697t	2	87	.	.	PUNCT
c821gh9697t	3	1	to	to	ADP
c821gh9697t	3	2	that	that	DET
c821gh9697t	3	3	end	end	NOUN
c821gh9697t	3	4	,	,	PUNCT
c821gh9697t	3	5	the	the	DET
c821gh9697t	3	6	goal	goal	NOUN
c821gh9697t	3	7	of	of	ADP
c821gh9697t	3	8	this	this	DET
c821gh9697t	3	9	dissertation	dissertation	NOUN
c821gh9697t	3	10	is	be	AUX
c821gh9697t	3	11	to	to	PART
c821gh9697t	3	12	design	design	VERB
c821gh9697t	3	13	data	datum	NOUN
c821gh9697t	3	14	driven	drive	VERB
c821gh9697t	3	15	,	,	PUNCT
c821gh9697t	3	16	context	context	NOUN
c821gh9697t	3	17	aware	aware	ADJ
c821gh9697t	3	18	and	and	CCONJ
c821gh9697t	3	19	user	user	NOUN
c821gh9697t	3	20	centered	center	VERB
c821gh9697t	3	21	computational	computational	ADJ
c821gh9697t	3	22	models	model	NOUN
c821gh9697t	3	23	that	that	PRON
c821gh9697t	3	24	help	help	VERB
c821gh9697t	3	25	us	we	PRON
c821gh9697t	3	26	to	to	PART
c821gh9697t	3	27	understand	understand	VERB
c821gh9697t	3	28	,	,	PUNCT
c821gh9697t	3	29	analyze	analyze	NOUN
c821gh9697t	3	30	,	,	PUNCT
c821gh9697t	3	31	model	model	NOUN
c821gh9697t	3	32	and	and	CCONJ
c821gh9697t	3	33	infer	infer	VERB
c821gh9697t	3	34	a	a	DET
c821gh9697t	3	35	range	range	NOUN
c821gh9697t	3	36	of	of	ADP
c821gh9697t	3	37	individual	individual	ADJ
c821gh9697t	3	38	and	and	CCONJ
c821gh9697t	3	39	collective	collective	ADJ
c821gh9697t	3	40	human	human	ADJ
c821gh9697t	3	41	behavior	behavior	NOUN
c821gh9697t	3	42	aspects	aspect	NOUN
c821gh9697t	3	43	from	from	ADP
c821gh9697t	3	44	preference	preference	NOUN
c821gh9697t	3	45	to	to	AUX
c821gh9697t	3	46	engagement	engagement	VERB
c821gh9697t	3	47	;	;	PUNCT
c821gh9697t	3	48	from	from	ADP
c821gh9697t	3	49	personality	personality	NOUN
c821gh9697t	3	50	traits	trait	NOUN
c821gh9697t	3	51	to	to	ADP
c821gh9697t	3	52	political	political	ADJ
c821gh9697t	3	53	behaviors	behavior	NOUN
c821gh9697t	3	54	;	;	PUNCT
c821gh9697t	3	55	from	from	ADP
c821gh9697t	3	56	public	public	ADJ
c821gh9697t	3	57	opinion	opinion	NOUN
c821gh9697t	3	58	to	to	PART
c821gh9697t	3	59	relationship	relationship	VERB
c821gh9697t	3	60	formation	formation	NOUN
c821gh9697t	3	61	.	.	PUNCT
c821gh9697t	4	1	we	we	PRON
c821gh9697t	4	2	primarily	primarily	ADV
c821gh9697t	4	3	study	study	VERB
c821gh9697t	4	4	three	three	NUM
c821gh9697t	4	5	aspect	aspect	NOUN
c821gh9697t	4	6	of	of	ADP
c821gh9697t	4	7	human	human	ADJ
c821gh9697t	4	8	behavior	behavior	NOUN
c821gh9697t	4	9	:	:	PUNCT
c821gh9697t	4	10	1	1	X
c821gh9697t	4	11	)	)	PUNCT
c821gh9697t	4	12	preference	preference	NOUN
c821gh9697t	4	13	,	,	PUNCT
c821gh9697t	4	14	engagement	engagement	NOUN
c821gh9697t	4	15	and	and	CCONJ
c821gh9697t	4	16	recommendation	recommendation	NOUN
c821gh9697t	4	17	2	2	NUM
c821gh9697t	4	18	)	)	PUNCT
c821gh9697t	4	19	personal	personal	ADJ
c821gh9697t	4	20	traits	trait	NOUN
c821gh9697t	4	21	,	,	PUNCT
c821gh9697t	4	22	sentiment	sentiment	NOUN
c821gh9697t	4	23	and	and	CCONJ
c821gh9697t	4	24	opinions	opinion	NOUN
c821gh9697t	4	25	and	and	CCONJ
c821gh9697t	4	26	3	3	NUM
c821gh9697t	4	27	)	)	PUNCT
c821gh9697t	4	28	opinion	opinion	NOUN
c821gh9697t	4	29	and	and	CCONJ
c821gh9697t	4	30	network	network	NOUN
c821gh9697t	4	31	evolution	evolution	NOUN
c821gh9697t	4	32	.	.	PUNCT
c821gh9697t	5	1	in	in	ADP
c821gh9697t	5	2	particular	particular	ADJ
c821gh9697t	5	3	,	,	PUNCT
c821gh9697t	5	4	we	we	PRON
c821gh9697t	5	5	ask	ask	VERB
c821gh9697t	5	6	the	the	DET
c821gh9697t	5	7	following	follow	VERB
c821gh9697t	5	8	questions	question	NOUN
c821gh9697t	5	9	:	:	PUNCT
c821gh9697t	5	10	how	how	SCONJ
c821gh9697t	5	11	do	do	VERB
c821gh9697t	5	12	personal	personal	ADJ
c821gh9697t	5	13	factors	factor	NOUN
c821gh9697t	5	14	such	such	ADJ
c821gh9697t	5	15	as	as	ADP
c821gh9697t	5	16	age	age	NOUN
c821gh9697t	5	17	,	,	PUNCT
c821gh9697t	5	18	gender	gender	NOUN
c821gh9697t	5	19	and	and	CCONJ
c821gh9697t	5	20	location	location	NOUN
c821gh9697t	5	21	impact	impact	NOUN
c821gh9697t	5	22	content	content	NOUN
c821gh9697t	5	23	preference	preference	NOUN
c821gh9697t	5	24	,	,	PUNCT
c821gh9697t	5	25	engagement	engagement	NOUN
c821gh9697t	5	26	and	and	CCONJ
c821gh9697t	5	27	consumption	consumption	NOUN
c821gh9697t	5	28	?	?	PUNCT
c821gh9697t	6	1	how	how	SCONJ
c821gh9697t	6	2	personal	personal	ADJ
c821gh9697t	6	3	attributes	attribute	NOUN
c821gh9697t	6	4	,	,	PUNCT
c821gh9697t	6	5	physical	physical	ADJ
c821gh9697t	6	6	and	and	CCONJ
c821gh9697t	6	7	social	social	ADJ
c821gh9697t	6	8	context	context	NOUN
c821gh9697t	6	9	guide	guide	NOUN
c821gh9697t	6	10	individuals	individual	NOUN
c821gh9697t	6	11	to	to	PART
c821gh9697t	6	12	navigate	navigate	VERB
c821gh9697t	6	13	information	information	NOUN
c821gh9697t	6	14	,	,	PUNCT
c821gh9697t	6	15	select	select	ADJ
c821gh9697t	6	16	friends	friend	NOUN
c821gh9697t	6	17	,	,	PUNCT
c821gh9697t	6	18	and	and	CCONJ
c821gh9697t	6	19	grow	grow	VERB
c821gh9697t	6	20	their	their	PRON
c821gh9697t	6	21	social	social	ADJ
c821gh9697t	6	22	networks	network	NOUN
c821gh9697t	6	23	?	?	PUNCT
c821gh9697t	7	1	how	how	SCONJ
c821gh9697t	7	2	do	do	AUX
c821gh9697t	7	3	individuals	individual	NOUN
c821gh9697t	7	4	express	express	VERB
c821gh9697t	7	5	themselves	themselves	PRON
c821gh9697t	7	6	?	?	PUNCT
c821gh9697t	8	1	how	how	SCONJ
c821gh9697t	8	2	do	do	AUX
c821gh9697t	8	3	opinions	opinion	NOUN
c821gh9697t	8	4	evolve	evolve	VERB
c821gh9697t	8	5	over	over	ADP
c821gh9697t	8	6	time	time	NOUN
c821gh9697t	8	7	?	?	PUNCT
c821gh9697t	9	1	how	how	SCONJ
c821gh9697t	9	2	are	be	AUX
c821gh9697t	9	3	friendships	friendship	NOUN
c821gh9697t	9	4	formed	form	VERB
c821gh9697t	9	5	?	?	PUNCT
c821gh9697t	10	1	by	by	ADP
c821gh9697t	10	2	answering	answer	VERB
c821gh9697t	10	3	such	such	ADJ
c821gh9697t	10	4	questions	question	NOUN
c821gh9697t	10	5	,	,	PUNCT
c821gh9697t	10	6	this	this	DET
c821gh9697t	10	7	dissertation	dissertation	NOUN
c821gh9697t	10	8	aims	aim	VERB
c821gh9697t	10	9	to	to	PART
c821gh9697t	10	10	move	move	VERB
c821gh9697t	10	11	one	one	NUM
c821gh9697t	10	12	step	step	NOUN
c821gh9697t	10	13	closer	close	ADV
c821gh9697t	10	14	to	to	ADP
c821gh9697t	10	15	understanding	understand	VERB
c821gh9697t	10	16	human	human	ADJ
c821gh9697t	10	17	behavior	behavior	NOUN
c821gh9697t	10	18	.	.	PUNCT