id	sid	tid	token	lemma	pos
4j03cz33p65	1	1	the	the	DET
4j03cz33p65	1	2	proliferation	proliferation	NOUN
4j03cz33p65	1	3	of	of	ADP
4j03cz33p65	1	4	personal	personal	ADJ
4j03cz33p65	1	5	tracking	tracking	NOUN
4j03cz33p65	1	6	devices	device	NOUN
4j03cz33p65	1	7	(	(	PUNCT
4j03cz33p65	1	8	e.g.	e.g.	X
4j03cz33p65	1	9	smart	smart	ADJ
4j03cz33p65	1	10	wristband	wristband	NOUN
4j03cz33p65	1	11	)	)	PUNCT
4j03cz33p65	1	12	allows	allow	VERB
4j03cz33p65	1	13	for	for	ADP
4j03cz33p65	1	14	the	the	DET
4j03cz33p65	1	15	continuous	continuous	ADJ
4j03cz33p65	1	16	and	and	CCONJ
4j03cz33p65	1	17	pervasive	pervasive	ADJ
4j03cz33p65	1	18	collection	collection	NOUN
4j03cz33p65	1	19	of	of	ADP
4j03cz33p65	1	20	an	an	DET
4j03cz33p65	1	21	individual	individual	NOUN
4j03cz33p65	1	22	's	's	PART
4j03cz33p65	1	23	behavioral	behavioral	ADJ
4j03cz33p65	1	24	and	and	CCONJ
4j03cz33p65	1	25	physiological	physiological	ADJ
4j03cz33p65	1	26	data	datum	NOUN
4j03cz33p65	1	27	.	.	PUNCT
4j03cz33p65	2	1	these	these	DET
4j03cz33p65	2	2	sensed	sense	VERB
4j03cz33p65	2	3	multi	multi	ADJ
4j03cz33p65	2	4	-	-	ADJ
4j03cz33p65	2	5	modal	modal	ADJ
4j03cz33p65	2	6	streams	stream	NOUN
4j03cz33p65	2	7	are	be	AUX
4j03cz33p65	2	8	often	often	ADV
4j03cz33p65	2	9	chronologically	chronologically	ADV
4j03cz33p65	2	10	ordered	order	VERB
4j03cz33p65	2	11	(	(	PUNCT
4j03cz33p65	2	12	e.g.	e.g.	ADJ
4j03cz33p65	2	13	time	time	NOUN
4j03cz33p65	2	14	series	series	NOUN
4j03cz33p65	2	15	of	of	ADP
4j03cz33p65	2	16	heart	heart	NOUN
4j03cz33p65	2	17	rate	rate	NOUN
4j03cz33p65	2	18	measurements	measurement	NOUN
4j03cz33p65	2	19	)	)	PUNCT
4j03cz33p65	2	20	,	,	PUNCT
4j03cz33p65	2	21	which	which	PRON
4j03cz33p65	2	22	we	we	PRON
4j03cz33p65	2	23	refer	refer	VERB
4j03cz33p65	2	24	to	to	ADP
4j03cz33p65	2	25	as	as	ADP
4j03cz33p65	2	26	temporal	temporal	ADJ
4j03cz33p65	2	27	multi	multi	ADJ
4j03cz33p65	2	28	-	-	ADJ
4j03cz33p65	2	29	modal	modal	ADJ
4j03cz33p65	2	30	sensory	sensory	ADJ
4j03cz33p65	2	31	data	datum	NOUN
4j03cz33p65	2	32	in	in	ADP
4j03cz33p65	2	33	this	this	DET
4j03cz33p65	2	34	thesis	thesis	NOUN
4j03cz33p65	2	35	.	.	PUNCT
4j03cz33p65	3	1	such	such	ADJ
4j03cz33p65	3	2	data	datum	NOUN
4j03cz33p65	3	3	,	,	PUNCT
4j03cz33p65	3	4	which	which	PRON
4j03cz33p65	3	5	is	be	AUX
4j03cz33p65	3	6	from	from	ADP
4j03cz33p65	3	7	multiple	multiple	ADJ
4j03cz33p65	3	8	sensor	sensor	NOUN
4j03cz33p65	3	9	sources	source	NOUN
4j03cz33p65	3	10	,	,	PUNCT
4j03cz33p65	3	11	can	can	AUX
4j03cz33p65	3	12	benefit	benefit	VERB
4j03cz33p65	3	13	a	a	DET
4j03cz33p65	3	14	wide	wide	ADJ
4j03cz33p65	3	15	spectrum	spectrum	NOUN
4j03cz33p65	3	16	of	of	ADP
4j03cz33p65	3	17	applications	application	NOUN
4j03cz33p65	3	18	,	,	PUNCT
4j03cz33p65	3	19	such	such	ADJ
4j03cz33p65	3	20	as	as	ADP
4j03cz33p65	3	21	personality	personality	NOUN
4j03cz33p65	3	22	inference	inference	NOUN
4j03cz33p65	3	23	,	,	PUNCT
4j03cz33p65	3	24	wellness	wellness	NOUN
4j03cz33p65	3	25	assessment	assessment	NOUN
4j03cz33p65	3	26	,	,	PUNCT
4j03cz33p65	3	27	and	and	CCONJ
4j03cz33p65	3	28	demographics	demographic	NOUN
4j03cz33p65	3	29	prediction	prediction	NOUN
4j03cz33p65	3	30	.	.	PUNCT
4j03cz33p65	4	1	mining	mining	NOUN
4j03cz33p65	4	2	such	such	ADJ
4j03cz33p65	4	3	data	datum	NOUN
4j03cz33p65	4	4	has	have	AUX
4j03cz33p65	4	5	also	also	ADV
4j03cz33p65	4	6	become	become	VERB
4j03cz33p65	4	7	the	the	DET
4j03cz33p65	4	8	cornerstones	cornerstone	NOUN
4j03cz33p65	4	9	of	of	ADP
4j03cz33p65	4	10	related	related	ADJ
4j03cz33p65	4	11	researches	research	NOUN
4j03cz33p65	4	12	and	and	CCONJ
4j03cz33p65	4	13	applications.however	applications.however	NOUN
4j03cz33p65	4	14	,	,	PUNCT
4j03cz33p65	4	15	temporal	temporal	ADJ
4j03cz33p65	4	16	multi	multi	ADJ
4j03cz33p65	4	17	-	-	ADJ
4j03cz33p65	4	18	modal	modal	ADJ
4j03cz33p65	4	19	sensory	sensory	ADJ
4j03cz33p65	4	20	data	datum	NOUN
4j03cz33p65	4	21	poses	pose	VERB
4j03cz33p65	4	22	its	its	PRON
4j03cz33p65	4	23	unique	unique	ADJ
4j03cz33p65	4	24	challenges	challenge	NOUN
4j03cz33p65	4	25	.	.	PUNCT
4j03cz33p65	5	1	compared	compare	VERB
4j03cz33p65	5	2	to	to	ADP
4j03cz33p65	5	3	the	the	DET
4j03cz33p65	5	4	other	other	ADJ
4j03cz33p65	5	5	chronological	chronological	ADJ
4j03cz33p65	5	6	sequences	sequence	NOUN
4j03cz33p65	5	7	,	,	PUNCT
4j03cz33p65	5	8	such	such	ADJ
4j03cz33p65	5	9	as	as	ADP
4j03cz33p65	5	10	music	music	NOUN
4j03cz33p65	5	11	,	,	PUNCT
4j03cz33p65	5	12	temporal	temporal	ADJ
4j03cz33p65	5	13	multi	multi	ADJ
4j03cz33p65	5	14	-	-	ADJ
4j03cz33p65	5	15	modal	modal	ADJ
4j03cz33p65	5	16	sensory	sensory	ADJ
4j03cz33p65	5	17	data	datum	NOUN
4j03cz33p65	5	18	is	be	AUX
4j03cz33p65	5	19	more	more	ADV
4j03cz33p65	5	20	sensitive	sensitive	ADJ
4j03cz33p65	5	21	to	to	ADP
4j03cz33p65	5	22	individual	individual	ADJ
4j03cz33p65	5	23	characteristics	characteristic	NOUN
4j03cz33p65	5	24	,	,	PUNCT
4j03cz33p65	5	25	i.e	i.e	X
4j03cz33p65	5	26	,	,	PUNCT
4j03cz33p65	5	27	data	datum	NOUN
4j03cz33p65	5	28	similarities	similarity	NOUN
4j03cz33p65	5	29	and	and	CCONJ
4j03cz33p65	5	30	differences	difference	NOUN
4j03cz33p65	5	31	.	.	PUNCT
4j03cz33p65	6	1	to	to	PART
4j03cz33p65	6	2	tackle	tackle	VERB
4j03cz33p65	6	3	this	this	DET
4j03cz33p65	6	4	challenge	challenge	NOUN
4j03cz33p65	6	5	,	,	PUNCT
4j03cz33p65	6	6	personal	personal	ADJ
4j03cz33p65	6	7	features	feature	NOUN
4j03cz33p65	6	8	should	should	AUX
4j03cz33p65	6	9	be	be	AUX
4j03cz33p65	6	10	given	give	VERB
4j03cz33p65	6	11	particular	particular	ADJ
4j03cz33p65	6	12	attention	attention	NOUN
4j03cz33p65	6	13	when	when	SCONJ
4j03cz33p65	6	14	mining	mine	VERB
4j03cz33p65	6	15	such	such	ADJ
4j03cz33p65	6	16	data	datum	NOUN
4j03cz33p65	6	17	for	for	ADP
4j03cz33p65	6	18	research	research	NOUN
4j03cz33p65	6	19	purposes	purpose	NOUN
4j03cz33p65	6	20	.	.	PUNCT
4j03cz33p65	7	1	for	for	ADP
4j03cz33p65	7	2	example	example	NOUN
4j03cz33p65	7	3	,	,	PUNCT
4j03cz33p65	7	4	small	small	ADJ
4j03cz33p65	7	5	fluctuations	fluctuation	NOUN
4j03cz33p65	7	6	in	in	ADP
4j03cz33p65	7	7	heart	heart	NOUN
4j03cz33p65	7	8	rate	rate	NOUN
4j03cz33p65	7	9	data	datum	NOUN
4j03cz33p65	7	10	can	can	AUX
4j03cz33p65	7	11	pose	pose	VERB
4j03cz33p65	7	12	significant	significant	ADJ
4j03cz33p65	7	13	impacts	impact	NOUN
4j03cz33p65	7	14	on	on	ADP
4j03cz33p65	7	15	the	the	DET
4j03cz33p65	7	16	data	datum	NOUN
4j03cz33p65	7	17	analysis	analysis	NOUN
4j03cz33p65	7	18	,	,	PUNCT
4j03cz33p65	7	19	and	and	CCONJ
4j03cz33p65	7	20	it	it	PRON
4j03cz33p65	7	21	is	be	AUX
4j03cz33p65	7	22	important	important	ADJ
4j03cz33p65	7	23	to	to	PART
4j03cz33p65	7	24	consider	consider	VERB
4j03cz33p65	7	25	recovering	recover	VERB
4j03cz33p65	7	26	the	the	DET
4j03cz33p65	7	27	personal	personal	ADJ
4j03cz33p65	7	28	characteristics	characteristic	NOUN
4j03cz33p65	7	29	in	in	ADP
4j03cz33p65	7	30	heart	heart	NOUN
4j03cz33p65	7	31	rate	rate	NOUN
4j03cz33p65	7	32	missing	miss	VERB
4j03cz33p65	7	33	imputation	imputation	NOUN
4j03cz33p65	7	34	.	.	PUNCT
4j03cz33p65	8	1	as	as	ADP
4j03cz33p65	8	2	such	such	ADJ
4j03cz33p65	8	3	,	,	PUNCT
4j03cz33p65	8	4	this	this	DET
4j03cz33p65	8	5	thesis	thesis	NOUN
4j03cz33p65	8	6	aims	aim	VERB
4j03cz33p65	8	7	to	to	PART
4j03cz33p65	8	8	address	address	VERB
4j03cz33p65	8	9	the	the	DET
4j03cz33p65	8	10	research	research	NOUN
4j03cz33p65	8	11	question	question	NOUN
4j03cz33p65	8	12	:	:	PUNCT
4j03cz33p65	8	13	how	how	SCONJ
4j03cz33p65	8	14	can	can	AUX
4j03cz33p65	8	15	we	we	PRON
4j03cz33p65	8	16	make	make	VERB
4j03cz33p65	8	17	full	full	ADJ
4j03cz33p65	8	18	use	use	NOUN
4j03cz33p65	8	19	of	of	ADP
4j03cz33p65	8	20	personal	personal	ADJ
4j03cz33p65	8	21	insights	insight	NOUN
4j03cz33p65	8	22	when	when	SCONJ
4j03cz33p65	8	23	modeling	model	VERB
4j03cz33p65	8	24	the	the	DET
4j03cz33p65	8	25	temporal	temporal	ADJ
4j03cz33p65	8	26	multi	multi	ADJ
4j03cz33p65	8	27	-	-	ADJ
4j03cz33p65	8	28	modal	modal	ADJ
4j03cz33p65	8	29	sensory	sensory	ADJ
4j03cz33p65	8	30	data?the	data?the	DET
4j03cz33p65	8	31	main	main	ADJ
4j03cz33p65	8	32	thrust	thrust	NOUN
4j03cz33p65	8	33	of	of	ADP
4j03cz33p65	8	34	this	this	DET
4j03cz33p65	8	35	dissertation	dissertation	NOUN
4j03cz33p65	8	36	focuses	focus	VERB
4j03cz33p65	8	37	on	on	ADP
4j03cz33p65	8	38	advancing	advance	VERB
4j03cz33p65	8	39	the	the	DET
4j03cz33p65	8	40	personalized	personalized	ADJ
4j03cz33p65	8	41	knowledge	knowledge	NOUN
4j03cz33p65	8	42	in	in	ADP
4j03cz33p65	8	43	temporal	temporal	ADJ
4j03cz33p65	8	44	multi	multi	ADJ
4j03cz33p65	8	45	-	-	ADJ
4j03cz33p65	8	46	modal	modal	ADJ
4j03cz33p65	8	47	sensory	sensory	ADJ
4j03cz33p65	8	48	data	datum	NOUN
4j03cz33p65	8	49	mining	mining	NOUN
4j03cz33p65	8	50	and	and	CCONJ
4j03cz33p65	8	51	proposing	propose	VERB
4j03cz33p65	8	52	novel	novel	NOUN
4j03cz33p65	8	53	solutions	solution	NOUN
4j03cz33p65	8	54	in	in	ADP
4j03cz33p65	8	55	their	their	PRON
4j03cz33p65	8	56	applications	application	NOUN
4j03cz33p65	8	57	.	.	PUNCT
4j03cz33p65	9	1	specifically	specifically	ADV
4j03cz33p65	9	2	,	,	PUNCT
4j03cz33p65	9	3	we	we	PRON
4j03cz33p65	9	4	present	present	VERB
4j03cz33p65	9	5	research	research	NOUN
4j03cz33p65	9	6	across	across	ADP
4j03cz33p65	9	7	the	the	DET
4j03cz33p65	9	8	data	datum	NOUN
4j03cz33p65	9	9	mining	mining	NOUN
4j03cz33p65	9	10	end	end	NOUN
4j03cz33p65	9	11	-	-	PUNCT
4j03cz33p65	9	12	to	to	ADP
4j03cz33p65	9	13	-	-	PUNCT
4j03cz33p65	9	14	end	end	NOUN
4j03cz33p65	9	15	procedures	procedure	NOUN
4j03cz33p65	9	16	,	,	PUNCT
4j03cz33p65	9	17	including	include	VERB
4j03cz33p65	9	18	:	:	PUNCT
4j03cz33p65	9	19	i.	i.	PROPN
4j03cz33p65	9	20	introducing	introduce	VERB
4j03cz33p65	9	21	personalized	personalized	ADJ
4j03cz33p65	9	22	characteristics	characteristic	NOUN
4j03cz33p65	9	23	in	in	ADP
4j03cz33p65	9	24	data	datum	NOUN
4j03cz33p65	9	25	preprocessing	preprocessing	NOUN
4j03cz33p65	9	26	;	;	PUNCT
4j03cz33p65	9	27	ii	ii	PROPN
4j03cz33p65	9	28	.	.	PROPN
4j03cz33p65	9	29	generating	generate	VERB
4j03cz33p65	9	30	the	the	DET
4j03cz33p65	9	31	individual	individual	ADJ
4j03cz33p65	9	32	feature	feature	NOUN
4j03cz33p65	9	33	representations	representation	NOUN
4j03cz33p65	9	34	while	while	SCONJ
4j03cz33p65	9	35	capturing	capture	VERB
4j03cz33p65	9	36	the	the	DET
4j03cz33p65	9	37	temporal	temporal	ADJ
4j03cz33p65	9	38	and	and	CCONJ
4j03cz33p65	9	39	semantic	semantic	ADJ
4j03cz33p65	9	40	patterns	pattern	NOUN
4j03cz33p65	9	41	in	in	ADP
4j03cz33p65	9	42	the	the	DET
4j03cz33p65	9	43	data	datum	NOUN
4j03cz33p65	9	44	;	;	PUNCT
4j03cz33p65	9	45	iii	iii	NUM
4j03cz33p65	9	46	.	.	PROPN
4j03cz33p65	9	47	learning	learning	PROPN
4j03cz33p65	9	48	and	and	CCONJ
4j03cz33p65	9	49	aggregating	aggregate	VERB
4j03cz33p65	9	50	the	the	DET
4j03cz33p65	9	51	personal	personal	ADJ
4j03cz33p65	9	52	insights	insight	NOUN
4j03cz33p65	9	53	from	from	ADP
4j03cz33p65	9	54	multiple	multiple	ADJ
4j03cz33p65	9	55	sources	source	NOUN
4j03cz33p65	9	56	in	in	ADP
4j03cz33p65	9	57	various	various	ADJ
4j03cz33p65	9	58	applications.this	applications.this	DET
4j03cz33p65	9	59	dissertation	dissertation	NOUN
4j03cz33p65	9	60	will	will	AUX
4j03cz33p65	9	61	not	not	PART
4j03cz33p65	9	62	only	only	ADV
4j03cz33p65	9	63	provide	provide	VERB
4j03cz33p65	9	64	practical	practical	ADJ
4j03cz33p65	9	65	solutions	solution	NOUN
4j03cz33p65	9	66	to	to	PART
4j03cz33p65	9	67	address	address	VERB
4j03cz33p65	9	68	the	the	DET
4j03cz33p65	9	69	domain	domain	NOUN
4j03cz33p65	9	70	-	-	PUNCT
4j03cz33p65	9	71	specific	specific	ADJ
4j03cz33p65	9	72	problems	problem	NOUN
4j03cz33p65	9	73	,	,	PUNCT
4j03cz33p65	9	74	but	but	CCONJ
4j03cz33p65	9	75	also	also	ADV
4j03cz33p65	9	76	emphasize	emphasize	VERB
4j03cz33p65	9	77	the	the	DET
4j03cz33p65	9	78	focus	focus	NOUN
4j03cz33p65	9	79	of	of	ADP
4j03cz33p65	9	80	personal	personal	ADJ
4j03cz33p65	9	81	insights	insight	NOUN
4j03cz33p65	9	82	when	when	SCONJ
4j03cz33p65	9	83	tackling	tackle	VERB
4j03cz33p65	9	84	the	the	DET
4j03cz33p65	9	85	temporal	temporal	ADJ
4j03cz33p65	9	86	sensory	sensory	ADJ
4j03cz33p65	9	87	data	datum	NOUN
4j03cz33p65	9	88	.	.	PUNCT
4j03cz33p65	10	1	it	it	PRON
4j03cz33p65	10	2	will	will	AUX
4j03cz33p65	10	3	shed	shed	VERB
4j03cz33p65	10	4	light	light	NOUN
4j03cz33p65	10	5	on	on	ADP
4j03cz33p65	10	6	future	future	ADJ
4j03cz33p65	10	7	research	research	NOUN
4j03cz33p65	10	8	on	on	ADP
4j03cz33p65	10	9	processing	processing	NOUN
4j03cz33p65	10	10	and	and	CCONJ
4j03cz33p65	10	11	learning	learn	VERB
4j03cz33p65	10	12	from	from	ADP
4j03cz33p65	10	13	temporal	temporal	ADJ
4j03cz33p65	10	14	multi	multi	ADJ
4j03cz33p65	10	15	-	-	ADJ
4j03cz33p65	10	16	modal	modal	ADJ
4j03cz33p65	10	17	sensory	sensory	ADJ
4j03cz33p65	10	18	data	datum	NOUN
4j03cz33p65	10	19	.	.	PUNCT
4j03cz33p65	11	1	furthermore	furthermore	ADV
4j03cz33p65	11	2	,	,	PUNCT
4j03cz33p65	11	3	the	the	DET
4j03cz33p65	11	4	pervasiveness	pervasiveness	NOUN
4j03cz33p65	11	5	of	of	ADP
4j03cz33p65	11	6	these	these	DET
4j03cz33p65	11	7	self	self	NOUN
4j03cz33p65	11	8	-	-	PUNCT
4j03cz33p65	11	9	tracking	track	VERB
4j03cz33p65	11	10	devices	device	NOUN
4j03cz33p65	11	11	,	,	PUNCT
4j03cz33p65	11	12	coupled	couple	VERB
4j03cz33p65	11	13	with	with	ADP
4j03cz33p65	11	14	the	the	DET
4j03cz33p65	11	15	methods	method	NOUN
4j03cz33p65	11	16	to	to	PART
4j03cz33p65	11	17	capture	capture	VERB
4j03cz33p65	11	18	the	the	DET
4j03cz33p65	11	19	personal	personal	ADJ
4j03cz33p65	11	20	traits	trait	NOUN
4j03cz33p65	11	21	,	,	PUNCT
4j03cz33p65	11	22	will	will	AUX
4j03cz33p65	11	23	serve	serve	VERB
4j03cz33p65	11	24	as	as	ADP
4j03cz33p65	11	25	an	an	DET
4j03cz33p65	11	26	important	important	ADJ
4j03cz33p65	11	27	role	role	NOUN
4j03cz33p65	11	28	to	to	PART
4j03cz33p65	11	29	understand	understand	VERB
4j03cz33p65	11	30	individuals	individual	NOUN
4j03cz33p65	11	31	and	and	CCONJ
4j03cz33p65	11	32	designing	design	VERB
4j03cz33p65	11	33	suited	suited	ADJ
4j03cz33p65	11	34	contents	content	NOUN
4j03cz33p65	11	35	for	for	ADP
4j03cz33p65	11	36	them	they	PRON
4j03cz33p65	11	37	.	.	PUNCT