id	sid	tid	token	lemma	pos
sc-1169	1	1	addressing	address	VERB
sc-1169	1	2	the	the	DET
sc-1169	1	3	deployment	deployment	ADJ
sc-1169	1	4	challenges	challenge	NOUN
sc-1169	1	5	of	of	ADP
sc-1169	1	6	health	health	NOUN
sc-1169	1	7	monitoring	monitoring	NOUN
sc-1169	1	8	devices	device	NOUN
sc-1169	1	9	for	for	ADP
sc-1169	1	10	a	a	DET
sc-1169	1	11	dementia	dementia	NOUN
sc-1169	1	12	study	study	NOUN
sc-1169	1	13	t.	t.	PROPN
sc-1169	1	14	collins	collins	PROPN
sc-1169	1	15	s.	s.	PROPN
sc-1169	1	16	i.	i.	PROPN
sc-1169	1	17	woolley	woolley	PROPN
sc-1169	1	18	school	school	PROPN
sc-1169	1	19	of	of	ADP
sc-1169	1	20	electronic	electronic	ADJ
sc-1169	1	21	,	,	PUNCT
sc-1169	1	22	electrical	electrical	ADJ
sc-1169	1	23	and	and	CCONJ
sc-1169	1	24	systems	systems	PROPN
sc-1169	1	25	engineering	engineering	PROPN
sc-1169	1	26	university	university	PROPN
sc-1169	1	27	of	of	ADP
sc-1169	1	28	birmingham	birmingham	PROPN
sc-1169	1	29	edgbaston	edgbaston	PROPN
sc-1169	1	30	,	,	PUNCT
sc-1169	1	31	birmingham	birmingham	PROPN
sc-1169	1	32	,	,	PUNCT
sc-1169	1	33	uk	uk	PROPN
sc-1169	1	34	.	.	PROPN
sc-1169	1	35	t.collins@bham.ac.uk	t.collins@bham.ac.uk	AUX
sc-1169	1	36	s.i.woolley@bham.ac.uk	s.i.woolley@bham.ac.uk	PROPN
sc-1169	1	37	s.	s.	PROPN
sc-1169	1	38	aldred	aldre	VERB
sc-1169	1	39	s.	s.	PROPN
sc-1169	1	40	rai	rai	PROPN
sc-1169	1	41	school	school	PROPN
sc-1169	1	42	of	of	ADP
sc-1169	1	43	sport	sport	NOUN
sc-1169	1	44	,	,	PUNCT
sc-1169	1	45	exercise	exercise	NOUN
sc-1169	1	46	and	and	CCONJ
sc-1169	1	47	rehabilitation	rehabilitation	NOUN
sc-1169	1	48	sciences	sciences	PROPN
sc-1169	1	49	university	university	PROPN
sc-1169	1	50	of	of	ADP
sc-1169	1	51	birmingham	birmingham	PROPN
sc-1169	1	52	edgbaston	edgbaston	PROPN
sc-1169	1	53	,	,	PUNCT
sc-1169	1	54	birmingham	birmingham	PROPN
sc-1169	1	55	,	,	PUNCT
sc-1169	1	56	uk	uk	PROPN
sc-1169	1	57	.	.	PROPN
sc-1169	1	58	s.aldred.1@bham.ac.uk	s.aldred.1@bham.ac.uk	PROPN
sc-1169	1	59	sxr294@student.bham.ac.uk	sxr294@student.bham.ac.uk	VERB
sc-1169	1	60	abstract	abstract	ADV
sc-1169	1	61	this	this	DET
sc-1169	1	62	paper	paper	NOUN
sc-1169	1	63	presents	present	VERB
sc-1169	1	64	the	the	DET
sc-1169	1	65	findings	finding	NOUN
sc-1169	1	66	of	of	ADP
sc-1169	1	67	a	a	DET
sc-1169	1	68	technological	technological	ADJ
sc-1169	1	69	adoption	adoption	NOUN
sc-1169	1	70	assessment	assessment	NOUN
sc-1169	1	71	of	of	ADP
sc-1169	1	72	health	health	NOUN
sc-1169	1	73	monitoring	monitoring	NOUN
sc-1169	1	74	devices	device	NOUN
sc-1169	1	75	for	for	ADP
sc-1169	1	76	a	a	DET
sc-1169	1	77	dementia	dementia	NOUN
sc-1169	1	78	study	study	NOUN
sc-1169	1	79	.	.	PUNCT
sc-1169	2	1	the	the	DET
sc-1169	2	2	work	work	NOUN
sc-1169	2	3	was	be	AUX
sc-1169	2	4	motivated	motivate	VERB
sc-1169	2	5	by	by	ADP
sc-1169	2	6	the	the	DET
sc-1169	2	7	need	need	NOUN
sc-1169	2	8	to	to	PART
sc-1169	2	9	monitor	monitor	VERB
sc-1169	2	10	physical	physical	ADJ
sc-1169	2	11	activity	activity	NOUN
sc-1169	2	12	interventions	intervention	NOUN
sc-1169	2	13	in	in	ADP
sc-1169	2	14	a	a	DET
sc-1169	2	15	study	study	NOUN
sc-1169	2	16	cohort	cohort	NOUN
sc-1169	2	17	of	of	ADP
sc-1169	2	18	dementia	dementia	NOUN
sc-1169	2	19	patients	patient	NOUN
sc-1169	2	20	living	live	VERB
sc-1169	2	21	with	with	ADP
sc-1169	2	22	caregiver	caregiver	NOUN
sc-1169	2	23	support	support	NOUN
sc-1169	2	24	in	in	ADP
sc-1169	2	25	the	the	DET
sc-1169	2	26	community	community	NOUN
sc-1169	2	27	.	.	PUNCT
sc-1169	3	1	the	the	DET
sc-1169	3	2	system	system	NOUN
sc-1169	3	3	requirements	requirement	NOUN
sc-1169	3	4	were	be	AUX
sc-1169	3	5	for	for	ADP
sc-1169	3	6	a	a	DET
sc-1169	3	7	discrete	discrete	ADJ
sc-1169	3	8	and	and	CCONJ
sc-1169	3	9	unobtrusive	unobtrusive	ADJ
sc-1169	3	10	solution	solution	NOUN
sc-1169	3	11	with	with	ADP
sc-1169	3	12	activity	activity	NOUN
sc-1169	3	13	level	level	NOUN
sc-1169	3	14	(	(	PUNCT
sc-1169	3	15	energy	energy	NOUN
sc-1169	3	16	expenditure	expenditure	NOUN
sc-1169	3	17	)	)	PUNCT
sc-1169	3	18	and	and	CCONJ
sc-1169	3	19	heart	heart	NOUN
sc-1169	3	20	rate	rate	NOUN
sc-1169	3	21	monitoring	monitoring	NOUN
sc-1169	3	22	.	.	PUNCT
sc-1169	4	1	in	in	ADP
sc-1169	4	2	addition	addition	NOUN
sc-1169	4	3	to	to	ADP
sc-1169	4	4	fulfilling	fulfil	VERB
sc-1169	4	5	system	system	NOUN
sc-1169	4	6	requirements	requirement	NOUN
sc-1169	4	7	,	,	PUNCT
sc-1169	4	8	successful	successful	ADJ
sc-1169	4	9	technology	technology	NOUN
sc-1169	4	10	adoption	adoption	NOUN
sc-1169	4	11	requires	require	VERB
sc-1169	4	12	careful	careful	ADJ
sc-1169	4	13	consideration	consideration	NOUN
sc-1169	4	14	of	of	ADP
sc-1169	4	15	practical	practical	ADJ
sc-1169	4	16	challenges	challenge	NOUN
sc-1169	4	17	in	in	ADP
sc-1169	4	18	deployment	deployment	NOUN
sc-1169	4	19	.	.	PUNCT
sc-1169	5	1	the	the	DET
sc-1169	5	2	paper	paper	NOUN
sc-1169	5	3	addresses	address	VERB
sc-1169	5	4	these	these	DET
sc-1169	5	5	challenges	challenge	NOUN
sc-1169	5	6	in	in	ADP
sc-1169	5	7	particular	particular	ADJ
sc-1169	5	8	,	,	PUNCT
sc-1169	5	9	aspects	aspect	NOUN
sc-1169	5	10	relating	relate	VERB
sc-1169	5	11	to	to	ADP
sc-1169	5	12	the	the	DET
sc-1169	5	13	servicing	servicing	NOUN
sc-1169	5	14	and	and	CCONJ
sc-1169	5	15	maintenance	maintenance	NOUN
sc-1169	5	16	of	of	ADP
sc-1169	5	17	units	unit	NOUN
sc-1169	5	18	over	over	ADP
sc-1169	5	19	the	the	DET
sc-1169	5	20	study	study	NOUN
sc-1169	5	21	period	period	NOUN
sc-1169	5	22	and	and	CCONJ
sc-1169	5	23	the	the	DET
sc-1169	5	24	access	access	NOUN
sc-1169	5	25	and	and	CCONJ
sc-1169	5	26	synchronisation	synchronisation	NOUN
sc-1169	5	27	of	of	ADP
sc-1169	5	28	data	data	PROPN
sc-1169	5	29	.	.	PUNCT
sc-1169	6	1	test	test	NOUN
sc-1169	6	2	data	datum	NOUN
sc-1169	6	3	visualisations	visualisation	NOUN
sc-1169	6	4	and	and	CCONJ
sc-1169	6	5	data	datum	NOUN
sc-1169	6	6	mining	mining	NOUN
sc-1169	6	7	results	result	NOUN
sc-1169	6	8	for	for	ADP
sc-1169	6	9	sustained	sustained	ADJ
sc-1169	6	10	,	,	PUNCT
sc-1169	6	11	long	long	ADJ
sc-1169	6	12	-	-	PUNCT
sc-1169	6	13	term	term	NOUN
sc-1169	6	14	data	datum	NOUN
sc-1169	6	15	capture	capture	NOUN
sc-1169	6	16	are	be	AUX
sc-1169	6	17	provided	provide	VERB
sc-1169	6	18	.	.	PUNCT
sc-1169	7	1	categories	category	NOUN
sc-1169	7	2	and	and	CCONJ
sc-1169	7	3	subject	subject	NOUN
sc-1169	7	4	descriptors	descriptor	NOUN
sc-1169	7	5	j.3	j.3	X
sc-1169	8	1	[	[	X
sc-1169	8	2	life	life	NOUN
sc-1169	8	3	and	and	CCONJ
sc-1169	8	4	medical	medical	ADJ
sc-1169	8	5	sciences	science	NOUN
sc-1169	8	6	]	]	PUNCT
sc-1169	8	7	:	:	PUNCT
sc-1169	8	8	health	health	NOUN
sc-1169	8	9	;	;	PUNCT
sc-1169	8	10	j.3	j.3	X
sc-1169	9	1	[	[	X
sc-1169	9	2	life	life	NOUN
sc-1169	9	3	and	and	CCONJ
sc-1169	9	4	medical	medical	ADJ
sc-1169	9	5	sciences	science	NOUN
sc-1169	9	6	]	]	PUNCT
sc-1169	9	7	:	:	PUNCT
sc-1169	9	8	medical	medical	ADJ
sc-1169	9	9	information	information	NOUN
sc-1169	9	10	systems	system	NOUN
sc-1169	9	11	general	general	ADJ
sc-1169	9	12	terms	term	NOUN
sc-1169	9	13	health	health	NOUN
sc-1169	9	14	monitoring	monitoring	NOUN
sc-1169	9	15	,	,	PUNCT
sc-1169	9	16	activity	activity	NOUN
sc-1169	9	17	monitoring	monitoring	NOUN
sc-1169	9	18	keywords	keyword	VERB
sc-1169	9	19	activity	activity	NOUN
sc-1169	9	20	monitoring	monitoring	NOUN
sc-1169	9	21	,	,	PUNCT
sc-1169	9	22	dementia	dementia	NOUN
sc-1169	9	23	1	1	NUM
sc-1169	9	24	.	.	PUNCT
sc-1169	9	25	introduction	introduction	NOUN
sc-1169	9	26	dementia	dementia	NOUN
sc-1169	9	27	is	be	AUX
sc-1169	9	28	a	a	DET
sc-1169	9	29	term	term	NOUN
sc-1169	9	30	used	use	VERB
sc-1169	9	31	to	to	PART
sc-1169	9	32	describe	describe	VERB
sc-1169	9	33	several	several	ADJ
sc-1169	9	34	neurodegenerative	neurodegenerative	ADJ
sc-1169	9	35	disorders	disorder	NOUN
sc-1169	9	36	,	,	PUNCT
sc-1169	9	37	of	of	ADP
sc-1169	9	38	which	which	PRON
sc-1169	9	39	alzheimer	alzheimer	PROPN
sc-1169	9	40	’s	’s	PART
sc-1169	9	41	disease	disease	NOUN
sc-1169	9	42	is	be	AUX
sc-1169	9	43	the	the	DET
sc-1169	9	44	most	most	ADV
sc-1169	9	45	common	common	ADJ
sc-1169	9	46	,	,	PUNCT
sc-1169	9	47	affecting	affect	VERB
sc-1169	9	48	millions	million	NOUN
sc-1169	9	49	worldwide	worldwide	ADV
sc-1169	9	50	.	.	PUNCT
sc-1169	10	1	physical	physical	ADJ
sc-1169	10	2	activity	activity	NOUN
sc-1169	10	3	and	and	CCONJ
sc-1169	10	4	exercise	exercise	NOUN
sc-1169	10	5	are	be	AUX
sc-1169	10	6	known	know	VERB
sc-1169	10	7	to	to	PART
sc-1169	10	8	reduce	reduce	VERB
sc-1169	10	9	risks	risk	NOUN
sc-1169	10	10	for	for	ADP
sc-1169	10	11	diseases	disease	NOUN
sc-1169	10	12	such	such	ADJ
sc-1169	10	13	as	as	ADP
sc-1169	10	14	alzheimer	alzheimer	PROPN
sc-1169	10	15	’s	’s	PART
sc-1169	10	16	disease	disease	NOUN
sc-1169	10	17	,	,	PUNCT
sc-1169	10	18	cardiovascular	cardiovascular	ADJ
sc-1169	10	19	disease	disease	NOUN
sc-1169	10	20	and	and	CCONJ
sc-1169	10	21	diabetes	diabetes	NOUN
sc-1169	10	22	by	by	ADP
sc-1169	10	23	decreasing	decrease	VERB
sc-1169	10	24	oxidative	oxidative	ADJ
sc-1169	10	25	stress	stress	NOUN
sc-1169	10	26	and	and	CCONJ
sc-1169	10	27	inflammation	inflammation	NOUN
sc-1169	10	28	in	in	ADP
sc-1169	10	29	mobihealth	mobihealth	PROPN
sc-1169	10	30	2015	2015	NUM
sc-1169	10	31	london	london	PROPN
sc-1169	10	32	,	,	PUNCT
sc-1169	10	33	uk	uk	PROPN
sc-1169	10	34	the	the	DET
sc-1169	10	35	periphery	periphery	NOUN
sc-1169	11	1	[	[	X
sc-1169	11	2	10	10	NUM
sc-1169	11	3	]	]	PUNCT
sc-1169	11	4	.	.	PUNCT
sc-1169	12	1	evidence	evidence	NOUN
sc-1169	12	2	from	from	ADP
sc-1169	12	3	animal	animal	NOUN
sc-1169	12	4	-	-	PUNCT
sc-1169	12	5	based	base	VERB
sc-1169	12	6	research	research	NOUN
sc-1169	12	7	has	have	AUX
sc-1169	12	8	shown	show	VERB
sc-1169	12	9	that	that	SCONJ
sc-1169	12	10	exercise	exercise	NOUN
sc-1169	12	11	promotes	promote	VERB
sc-1169	12	12	extensive	extensive	ADJ
sc-1169	12	13	vascular	vascular	ADJ
sc-1169	12	14	changes	change	NOUN
sc-1169	12	15	and	and	CCONJ
sc-1169	12	16	adaptive	adaptive	ADJ
sc-1169	12	17	mechanisms	mechanism	NOUN
sc-1169	12	18	in	in	ADP
sc-1169	12	19	the	the	DET
sc-1169	12	20	central	central	ADJ
sc-1169	12	21	nervous	nervous	ADJ
sc-1169	12	22	system	system	NOUN
sc-1169	12	23	(	(	PUNCT
sc-1169	12	24	e.g.	e.g.	ADV
sc-1169	12	25	growth	growth	NOUN
sc-1169	12	26	of	of	ADP
sc-1169	12	27	blood	blood	NOUN
sc-1169	12	28	vessels	vessel	NOUN
sc-1169	12	29	)	)	PUNCT
sc-1169	12	30	,	,	PUNCT
sc-1169	12	31	consequently	consequently	ADV
sc-1169	12	32	improving	improve	VERB
sc-1169	12	33	brain	brain	NOUN
sc-1169	12	34	blood	blood	NOUN
sc-1169	12	35	flow	flow	NOUN
sc-1169	12	36	.	.	PUNCT
sc-1169	13	1	however	however	ADV
sc-1169	13	2	,	,	PUNCT
sc-1169	13	3	whilst	whilst	SCONJ
sc-1169	13	4	the	the	DET
sc-1169	13	5	most	most	ADV
sc-1169	13	6	effective	effective	ADJ
sc-1169	13	7	exercise	exercise	NOUN
sc-1169	13	8	has	have	AUX
sc-1169	13	9	arguably	arguably	ADV
sc-1169	13	10	been	be	AUX
sc-1169	13	11	characterised	characterise	VERB
sc-1169	13	12	for	for	ADP
sc-1169	13	13	prevention	prevention	NOUN
sc-1169	13	14	and	and	CCONJ
sc-1169	13	15	treatment	treatment	NOUN
sc-1169	13	16	of	of	ADP
sc-1169	13	17	cardiovascular	cardiovascular	ADJ
sc-1169	13	18	complaints	complaint	NOUN
sc-1169	13	19	,	,	PUNCT
sc-1169	13	20	little	little	ADJ
sc-1169	13	21	is	be	AUX
sc-1169	13	22	known	know	VERB
sc-1169	13	23	about	about	ADP
sc-1169	13	24	the	the	DET
sc-1169	13	25	best	good	ADJ
sc-1169	13	26	form	form	NOUN
sc-1169	13	27	of	of	ADP
sc-1169	13	28	exercise	exercise	NOUN
sc-1169	13	29	to	to	PART
sc-1169	13	30	benefit	benefit	VERB
sc-1169	13	31	people	people	NOUN
sc-1169	13	32	with	with	ADP
sc-1169	13	33	dementia	dementia	NOUN
sc-1169	13	34	.	.	PUNCT
sc-1169	14	1	monitoring	monitor	VERB
sc-1169	14	2	the	the	DET
sc-1169	14	3	levels	level	NOUN
sc-1169	14	4	of	of	ADP
sc-1169	14	5	physical	physical	ADJ
sc-1169	14	6	activity	activity	NOUN
sc-1169	14	7	in	in	ADP
sc-1169	14	8	people	people	NOUN
sc-1169	14	9	with	with	ADP
sc-1169	14	10	dementia	dementia	NOUN
sc-1169	14	11	is	be	AUX
sc-1169	14	12	not	not	PART
sc-1169	14	13	straightforward	straightforward	ADJ
sc-1169	14	14	.	.	PUNCT
sc-1169	15	1	dementia	dementia	NOUN
sc-1169	15	2	sufferers	sufferer	NOUN
sc-1169	15	3	are	be	AUX
sc-1169	15	4	anxious	anxious	ADJ
sc-1169	15	5	about	about	ADP
sc-1169	15	6	change	change	NOUN
sc-1169	15	7	[	[	X
sc-1169	15	8	5	5	NUM
sc-1169	15	9	]	]	PUNCT
sc-1169	15	10	and	and	CCONJ
sc-1169	15	11	they	they	PRON
sc-1169	15	12	can	can	AUX
sc-1169	15	13	become	become	VERB
sc-1169	15	14	very	very	ADV
sc-1169	15	15	agitated	agitated	ADJ
sc-1169	15	16	by	by	ADP
sc-1169	15	17	anything	anything	PRON
sc-1169	15	18	new	new	ADJ
sc-1169	15	19	appearing	appear	VERB
sc-1169	15	20	in	in	ADP
sc-1169	15	21	the	the	DET
sc-1169	15	22	home	home	NOUN
sc-1169	15	23	,	,	PUNCT
sc-1169	15	24	or	or	CCONJ
sc-1169	15	25	on	on	ADP
sc-1169	15	26	the	the	DET
sc-1169	15	27	person	person	NOUN
sc-1169	15	28	[	[	X
sc-1169	15	29	12	12	NUM
sc-1169	15	30	]	]	PUNCT
sc-1169	15	31	.	.	PUNCT
sc-1169	16	1	in	in	ADP
sc-1169	16	2	addition	addition	NOUN
sc-1169	16	3	,	,	PUNCT
sc-1169	16	4	the	the	DET
sc-1169	16	5	loss	loss	NOUN
sc-1169	16	6	of	of	ADP
sc-1169	16	7	short	short	ADJ
sc-1169	16	8	-	-	PUNCT
sc-1169	16	9	term	term	NOUN
sc-1169	16	10	memory	memory	NOUN
sc-1169	16	11	can	can	AUX
sc-1169	16	12	make	make	VERB
sc-1169	16	13	simple	simple	ADJ
sc-1169	16	14	solutions	solution	NOUN
sc-1169	16	15	,	,	PUNCT
sc-1169	16	16	such	such	ADJ
sc-1169	16	17	as	as	ADP
sc-1169	16	18	the	the	DET
sc-1169	16	19	compilation	compilation	NOUN
sc-1169	16	20	of	of	ADP
sc-1169	16	21	an	an	DET
sc-1169	16	22	activity	activity	NOUN
sc-1169	16	23	log	log	NOUN
sc-1169	16	24	,	,	PUNCT
sc-1169	16	25	unsuitable	unsuitable	ADJ
sc-1169	16	26	.	.	PUNCT
sc-1169	17	1	a	a	DET
sc-1169	17	2	wearable	wearable	ADJ
sc-1169	17	3	,	,	PUNCT
sc-1169	17	4	self	self	NOUN
sc-1169	17	5	-	-	PUNCT
sc-1169	17	6	contained	contain	VERB
sc-1169	17	7	,	,	PUNCT
sc-1169	17	8	solution	solution	NOUN
sc-1169	17	9	is	be	AUX
sc-1169	17	10	preferable	preferable	ADJ
sc-1169	17	11	.	.	PUNCT
sc-1169	18	1	a	a	DET
sc-1169	18	2	2012	2012	NUM
sc-1169	18	3	review	review	NOUN
sc-1169	18	4	of	of	ADP
sc-1169	18	5	wearable	wearable	ADJ
sc-1169	18	6	and	and	CCONJ
sc-1169	18	7	ambient	ambient	ADJ
sc-1169	18	8	sensing	sense	VERB
sc-1169	18	9	systems	system	NOUN
sc-1169	18	10	for	for	ADP
sc-1169	18	11	health	health	NOUN
sc-1169	18	12	and	and	CCONJ
sc-1169	18	13	rehabilitation	rehabilitation	NOUN
sc-1169	18	14	highlighted	highlight	VERB
sc-1169	18	15	the	the	DET
sc-1169	18	16	potential	potential	NOUN
sc-1169	18	17	of	of	ADP
sc-1169	18	18	objective	objective	ADJ
sc-1169	18	19	monitoring	monitoring	NOUN
sc-1169	18	20	for	for	ADP
sc-1169	18	21	home	home	NOUN
sc-1169	18	22	-	-	PUNCT
sc-1169	18	23	based	base	VERB
sc-1169	18	24	rehabilitation	rehabilitation	NOUN
sc-1169	18	25	interventions	intervention	NOUN
sc-1169	18	26	[	[	X
sc-1169	18	27	9	9	NUM
sc-1169	18	28	]	]	PUNCT
sc-1169	18	29	.	.	PUNCT
sc-1169	19	1	in	in	ADP
sc-1169	19	2	addressing	address	VERB
sc-1169	19	3	dementia	dementia	NOUN
sc-1169	19	4	,	,	PUNCT
sc-1169	19	5	the	the	DET
sc-1169	19	6	authors	author	NOUN
sc-1169	19	7	observed	observe	VERB
sc-1169	19	8	that	that	SCONJ
sc-1169	19	9	an	an	DET
sc-1169	19	10	“	"	PUNCT
sc-1169	19	11	important	important	ADJ
sc-1169	19	12	factor	factor	NOUN
sc-1169	19	13	in	in	ADP
sc-1169	19	14	this	this	DET
sc-1169	19	15	patient	patient	ADJ
sc-1169	19	16	population	population	NOUN
sc-1169	19	17	is	be	AUX
sc-1169	19	18	that	that	SCONJ
sc-1169	19	19	the	the	DET
sc-1169	19	20	monitoring	monitoring	NOUN
sc-1169	19	21	system	system	NOUN
sc-1169	19	22	must	must	AUX
sc-1169	19	23	be	be	AUX
sc-1169	19	24	totally	totally	ADV
sc-1169	19	25	unobtrusive	unobtrusive	ADJ
sc-1169	19	26	and	and	CCONJ
sc-1169	19	27	,	,	PUNCT
sc-1169	19	28	if	if	SCONJ
sc-1169	19	29	possible	possible	ADJ
sc-1169	19	30	,	,	PUNCT
sc-1169	19	31	collect	collect	VERB
sc-1169	19	32	information	information	NOUN
sc-1169	19	33	in	in	ADP
sc-1169	19	34	a	a	DET
sc-1169	19	35	transparent	transparent	ADJ
sc-1169	19	36	way	way	NOUN
sc-1169	19	37	without	without	ADP
sc-1169	19	38	patient	patient	ADJ
sc-1169	19	39	intervention	intervention	NOUN
sc-1169	19	40	”	"	PUNCT
sc-1169	19	41	.	.	PUNCT
sc-1169	20	1	while	while	SCONJ
sc-1169	20	2	research	research	NOUN
sc-1169	20	3	effort	effort	NOUN
sc-1169	20	4	in	in	ADP
sc-1169	20	5	remote	remote	ADJ
sc-1169	20	6	and	and	CCONJ
sc-1169	20	7	“	"	PUNCT
sc-1169	20	8	sensor	sensor	NOUN
sc-1169	20	9	-	-	PUNCT
sc-1169	20	10	less	less	ADJ
sc-1169	20	11	”	"	PUNCT
sc-1169	20	12	sensing	sense	VERB
sc-1169	20	13	(	(	PUNCT
sc-1169	20	14	opportunistic	opportunistic	ADJ
sc-1169	20	15	sensing	sensing	NOUN
sc-1169	20	16	from	from	ADP
sc-1169	20	17	devices	device	NOUN
sc-1169	20	18	in	in	ADP
sc-1169	20	19	daily	daily	ADJ
sc-1169	20	20	use	use	NOUN
sc-1169	20	21	)	)	PUNCT
sc-1169	21	1	[	[	X
sc-1169	21	2	8	8	NUM
sc-1169	21	3	]	]	PUNCT
sc-1169	21	4	offers	offer	VERB
sc-1169	21	5	some	some	DET
sc-1169	21	6	potential	potential	NOUN
sc-1169	21	7	in	in	ADP
sc-1169	21	8	terms	term	NOUN
sc-1169	21	9	of	of	ADP
sc-1169	21	10	future	future	ADJ
sc-1169	21	11	solutions	solution	NOUN
sc-1169	21	12	meeting	meet	VERB
sc-1169	21	13	the	the	DET
sc-1169	21	14	twin	twin	ADJ
sc-1169	21	15	ideal	ideal	NOUN
sc-1169	21	16	of	of	ADP
sc-1169	21	17	totally	totally	ADV
sc-1169	21	18	unobtrusive	unobtrusive	ADJ
sc-1169	21	19	and	and	CCONJ
sc-1169	21	20	nothing	nothing	PRON
sc-1169	21	21	new	new	ADJ
sc-1169	21	22	,	,	PUNCT
sc-1169	21	23	the	the	DET
sc-1169	21	24	recent	recent	ADJ
sc-1169	21	25	surge	surge	NOUN
sc-1169	21	26	in	in	ADP
sc-1169	21	27	commercially	commercially	ADV
sc-1169	21	28	available	available	ADJ
sc-1169	21	29	solutions	solution	NOUN
sc-1169	21	30	for	for	ADP
sc-1169	21	31	wearable	wearable	ADJ
sc-1169	21	32	activity	activity	NOUN
sc-1169	21	33	and	and	CCONJ
sc-1169	21	34	health	health	NOUN
sc-1169	21	35	monitoring	monitoring	NOUN
sc-1169	21	36	devices	device	NOUN
sc-1169	21	37	evidences	evidence	VERB
sc-1169	21	38	moves	move	NOUN
sc-1169	21	39	in	in	ADP
sc-1169	21	40	the	the	DET
sc-1169	21	41	right	right	ADJ
sc-1169	21	42	direction	direction	NOUN
sc-1169	21	43	.	.	PUNCT
sc-1169	22	1	in	in	ADP
sc-1169	22	2	this	this	DET
sc-1169	22	3	paper	paper	NOUN
sc-1169	22	4	we	we	PRON
sc-1169	22	5	explore	explore	VERB
sc-1169	22	6	and	and	CCONJ
sc-1169	22	7	compare	compare	VERB
sc-1169	22	8	candidate	candidate	NOUN
sc-1169	22	9	products	product	NOUN
sc-1169	22	10	closest	close	ADJ
sc-1169	22	11	to	to	ADP
sc-1169	22	12	this	this	DET
sc-1169	22	13	ideal	ideal	NOUN
sc-1169	22	14	and	and	CCONJ
sc-1169	22	15	which	which	PRON
sc-1169	22	16	comply	comply	VERB
sc-1169	22	17	with	with	ADP
sc-1169	22	18	the	the	DET
sc-1169	22	19	study	study	NOUN
sc-1169	22	20	requirements	requirement	NOUN
sc-1169	22	21	.	.	PUNCT
sc-1169	23	1	the	the	DET
sc-1169	23	2	practical	practical	ADJ
sc-1169	23	3	issues	issue	NOUN
sc-1169	23	4	surrounding	surround	VERB
sc-1169	23	5	implementation	implementation	NOUN
sc-1169	23	6	are	be	AUX
sc-1169	23	7	reported	report	VERB
sc-1169	23	8	together	together	ADV
sc-1169	23	9	with	with	ADP
sc-1169	23	10	test	test	NOUN
sc-1169	23	11	results	result	NOUN
sc-1169	23	12	for	for	ADP
sc-1169	23	13	sustained	sustained	ADJ
sc-1169	23	14	,	,	PUNCT
sc-1169	23	15	long	long	ADJ
sc-1169	23	16	-	-	PUNCT
sc-1169	23	17	term	term	NOUN
sc-1169	23	18	data	datum	NOUN
sc-1169	23	19	capture	capture	VERB
sc-1169	23	20	with	with	ADP
sc-1169	23	21	visualisation	visualisation	NOUN
sc-1169	23	22	analytics	analytic	NOUN
sc-1169	23	23	from	from	ADP
sc-1169	23	24	raw	raw	ADJ
sc-1169	23	25	data	datum	NOUN
sc-1169	23	26	and	and	CCONJ
sc-1169	23	27	data	datum	NOUN
sc-1169	23	28	mining	mining	NOUN
sc-1169	23	29	.	.	PUNCT
sc-1169	24	1	2	2	X
sc-1169	24	2	.	.	X
sc-1169	24	3	system	system	NOUN
sc-1169	24	4	requirements	requirement	NOUN
sc-1169	24	5	study	study	NOUN
sc-1169	24	6	requirements	requirement	NOUN
sc-1169	24	7	in	in	ADP
sc-1169	24	8	terms	term	NOUN
sc-1169	24	9	of	of	ADP
sc-1169	24	10	system	system	NOUN
sc-1169	24	11	sensing	sensing	NOUN
sc-1169	24	12	,	,	PUNCT
sc-1169	24	13	data	datum	NOUN
sc-1169	24	14	access	access	NOUN
sc-1169	24	15	and	and	CCONJ
sc-1169	24	16	invasiveness	invasiveness	NOUN
sc-1169	24	17	were	be	AUX
sc-1169	24	18	determined	determine	VERB
sc-1169	24	19	.	.	PUNCT
sc-1169	25	1	the	the	DET
sc-1169	25	2	study	study	NOUN
sc-1169	25	3	design	design	NOUN
sc-1169	25	4	was	be	AUX
sc-1169	25	5	for	for	ADP
sc-1169	25	6	a	a	DET
sc-1169	25	7	4	4	NUM
sc-1169	25	8	-	-	PUNCT
sc-1169	25	9	week	week	NOUN
sc-1169	25	10	physical	physical	ADJ
sc-1169	25	11	activity	activity	NOUN
sc-1169	25	12	intervention	intervention	NOUN
sc-1169	25	13	for	for	ADP
sc-1169	25	14	a	a	DET
sc-1169	25	15	patient	patient	ADJ
sc-1169	25	16	cohort	cohort	NOUN
sc-1169	25	17	with	with	ADP
sc-1169	25	18	a	a	DET
sc-1169	25	19	moderate	moderate	ADJ
sc-1169	25	20	degree	degree	NOUN
sc-1169	25	21	of	of	ADP
sc-1169	25	22	dementia	dementia	NOUN
sc-1169	25	23	living	live	VERB
sc-1169	25	24	with	with	ADP
sc-1169	25	25	caregiver	caregiver	NOUN
sc-1169	25	26	mobihealth	mobihealth	PROPN
sc-1169	25	27	2015	2015	NUM
sc-1169	25	28	,	,	PUNCT
sc-1169	25	29	october	october	PROPN
sc-1169	25	30	14	14	NUM
sc-1169	25	31	-	-	SYM
sc-1169	25	32	16	16	NUM
sc-1169	25	33	,	,	PUNCT
sc-1169	25	34	london	london	PROPN
sc-1169	25	35	,	,	PUNCT
sc-1169	25	36	great	great	ADJ
sc-1169	25	37	britain	britain	PROPN
sc-1169	25	38	copyright	copyright	NOUN
sc-1169	25	39	©	©	PROPN
sc-1169	25	40	2015	2015	NUM
sc-1169	25	41	icst	icst	PROPN
sc-1169	25	42	doi	doi	NOUN
sc-1169	25	43	10.4108	10.4108	NUM
sc-1169	25	44	/	/	SYM
sc-1169	25	45	eai.14	eai.14	NOUN
sc-1169	25	46	-	-	ADJ
sc-1169	25	47	10	10	NUM
sc-1169	25	48	-	-	PUNCT
sc-1169	25	49	2015.2261638	2015.2261638	NUM
sc-1169	25	50	table	table	NOUN
sc-1169	25	51	1	1	NUM
sc-1169	25	52	:	:	PUNCT
sc-1169	25	53	comparison	comparison	NOUN
sc-1169	25	54	of	of	ADP
sc-1169	25	55	monitoring	monitor	VERB
sc-1169	25	56	systems	system	NOUN
sc-1169	25	57	device	device	NOUN
sc-1169	25	58	activity	activity	NOUN
sc-1169	25	59	pulse	pulse	NOUN
sc-1169	25	60	eda	eda	PROPN
sc-1169	25	61	other	other	ADJ
sc-1169	25	62	raw	raw	ADJ
sc-1169	25	63	data	datum	NOUN
sc-1169	25	64	price	price	NOUN
sc-1169	25	65	manufacturer	manufacturer	NOUN
sc-1169	25	66	product	product	NOUN
sc-1169	25	67	monitoring	monitor	VERB
sc-1169	25	68	monitoring	monitor	VERB
sc-1169	25	69	monitoring	monitor	VERB
sc-1169	25	70	sensors	sensor	NOUN
sc-1169	25	71	access	access	NOUN
sc-1169	25	72	basis	basis	NOUN
sc-1169	25	73	peak	peak	NOUN
sc-1169	26	1	yes	yes	INTJ
sc-1169	27	1	yes	yes	INTJ
sc-1169	28	1	yes	yes	INTJ
sc-1169	28	2	skin	skin	NOUN
sc-1169	28	3	temp	temp	NOUN
sc-1169	28	4	.	.	PUNCT
sc-1169	29	1	yes	yes	INTJ
sc-1169	30	1	£	£	SYM
sc-1169	30	2	200	200	NUM
sc-1169	30	3	polar	polar	ADJ
sc-1169	30	4	ft60	ft60	PROPN
sc-1169	30	5	yes	yes	INTJ
sc-1169	30	6	yes∗	yes∗	NOUN
sc-1169	30	7	no	no	DET
sc-1169	30	8	gps	gps	NOUN
sc-1169	30	9	yes	yes	INTJ
sc-1169	30	10	£	£	SYM
sc-1169	30	11	160	160	NUM
sc-1169	30	12	mio	mio	NOUN
sc-1169	30	13	alpha	alpha	NOUN
sc-1169	31	1	no	no	INTJ
sc-1169	31	2	yes	yes	INTJ
sc-1169	32	1	no	no	INTJ
sc-1169	32	2	yes	yes	INTJ
sc-1169	32	3	£	£	SYM
sc-1169	32	4	150	150	NUM
sc-1169	32	5	jawbone	jawbone	NOUN
sc-1169	33	1	up24	up24	PROPN
sc-1169	33	2	yes	yes	INTJ
sc-1169	33	3	no	no	INTJ
sc-1169	34	1	no	no	INTJ
sc-1169	34	2	no∗∗	no∗∗	ADJ
sc-1169	34	3	£	£	SYM
sc-1169	34	4	100	100	NUM
sc-1169	34	5	withings	withing	NOUN
sc-1169	34	6	pulse	pulse	NOUN
sc-1169	34	7	ox	ox	NOUN
sc-1169	35	1	yes	yes	INTJ
sc-1169	35	2	yes	yes	INTJ
sc-1169	36	1	no	no	DET
sc-1169	36	2	spo2	spo2	PROPN
sc-1169	36	3	∗∗∗	∗∗∗	ADP
sc-1169	36	4	yes	yes	NOUN
sc-1169	36	5	£	£	SYM
sc-1169	36	6	100	100	NUM
sc-1169	37	1	nike	nike	PROPN
sc-1169	37	2	fuelband	fuelband	INTJ
sc-1169	38	1	yes	yes	INTJ
sc-1169	38	2	no	no	INTJ
sc-1169	38	3	no	no	INTJ
sc-1169	38	4	no∗∗	no∗∗	ADJ
sc-1169	38	5	£	£	SYM
sc-1169	38	6	90	90	NUM
sc-1169	38	7	fitbit	fitbit	NOUN
sc-1169	38	8	flex	flex	ADJ
sc-1169	39	1	yes	yes	INTJ
sc-1169	39	2	no	no	INTJ
sc-1169	40	1	no	no	INTJ
sc-1169	40	2	yes	yes	INTJ
sc-1169	40	3	£	£	SYM
sc-1169	40	4	80	80	NUM
sc-1169	40	5	∗	∗	NOUN
sc-1169	40	6	requires	require	VERB
sc-1169	40	7	separate	separate	ADJ
sc-1169	40	8	chest	chest	NOUN
sc-1169	40	9	-	-	PUNCT
sc-1169	40	10	strap	strap	NOUN
sc-1169	40	11	sensor	sensor	NOUN
sc-1169	40	12	for	for	ADP
sc-1169	40	13	pulse	pulse	NOUN
sc-1169	40	14	rate	rate	NOUN
sc-1169	40	15	measurement	measurement	NOUN
sc-1169	40	16	∗∗	∗∗	PROPN
sc-1169	40	17	raw	raw	ADJ
sc-1169	40	18	data	data	NOUN
sc-1169	40	19	access	access	NOUN
sc-1169	40	20	is	be	AUX
sc-1169	40	21	not	not	PART
sc-1169	40	22	supported	support	VERB
sc-1169	40	23	by	by	ADP
sc-1169	40	24	the	the	DET
sc-1169	40	25	manufacturer	manufacturer	NOUN
sc-1169	40	26	but	but	CCONJ
sc-1169	40	27	‘	'	PUNCT
sc-1169	40	28	hacks	hack	NOUN
sc-1169	40	29	’	'	PUNCT
sc-1169	40	30	to	to	PART
sc-1169	40	31	achieve	achieve	VERB
sc-1169	40	32	it	it	PRON
sc-1169	40	33	are	be	AUX
sc-1169	40	34	reported	report	VERB
sc-1169	40	35	online	online	ADV
sc-1169	40	36	∗∗∗	∗∗∗	NOUN
sc-1169	40	37	spo2	spo2	PROPN
sc-1169	40	38	=	=	PUNCT
sc-1169	40	39	peripheral	peripheral	ADJ
sc-1169	40	40	capillary	capillary	ADJ
sc-1169	40	41	oxygen	oxygen	NOUN
sc-1169	40	42	saturation	saturation	NOUN
sc-1169	40	43	(	(	PUNCT
sc-1169	40	44	pulse	pulse	NOUN
sc-1169	40	45	oximetry	oximetry	NOUN
sc-1169	40	46	)	)	PUNCT
sc-1169	40	47	support	support	NOUN
sc-1169	40	48	in	in	ADP
sc-1169	40	49	their	their	PRON
sc-1169	40	50	own	own	ADJ
sc-1169	40	51	homes	home	NOUN
sc-1169	40	52	.	.	PUNCT
sc-1169	41	1	up	up	ADP
sc-1169	41	2	to	to	PART
sc-1169	41	3	30	30	NUM
sc-1169	41	4	study	study	NOUN
sc-1169	41	5	participants	participant	NOUN
sc-1169	41	6	could	could	AUX
sc-1169	41	7	require	require	VERB
sc-1169	41	8	concurrent	concurrent	ADJ
sc-1169	41	9	monitoring	monitoring	NOUN
sc-1169	41	10	over	over	ADP
sc-1169	41	11	4	4	NUM
sc-1169	41	12	weeks	week	NOUN
sc-1169	41	13	.	.	PUNCT
sc-1169	42	1	device	device	NOUN
sc-1169	42	2	monitoring	monitoring	NOUN
sc-1169	42	3	was	be	AUX
sc-1169	42	4	provisioned	provision	VERB
sc-1169	42	5	to	to	PART
sc-1169	42	6	supplement	supplement	VERB
sc-1169	42	7	other	other	ADJ
sc-1169	42	8	study	study	NOUN
sc-1169	42	9	data	datum	NOUN
sc-1169	42	10	including	include	VERB
sc-1169	42	11	health	health	NOUN
sc-1169	42	12	,	,	PUNCT
sc-1169	42	13	behaviour	behaviour	NOUN
sc-1169	42	14	and	and	CCONJ
sc-1169	42	15	quality	quality	NOUN
sc-1169	42	16	of	of	ADP
sc-1169	42	17	life	life	NOUN
sc-1169	42	18	assessments	assessment	NOUN
sc-1169	42	19	.	.	PUNCT
sc-1169	43	1	2.1	2.1	NUM
sc-1169	43	2	sensors	sensor	NOUN
sc-1169	43	3	activity	activity	NOUN
sc-1169	43	4	monitoring	monitoring	NOUN
sc-1169	43	5	is	be	AUX
sc-1169	43	6	attempted	attempt	VERB
sc-1169	43	7	to	to	ADP
sc-1169	43	8	some	some	DET
sc-1169	43	9	degree	degree	NOUN
sc-1169	43	10	by	by	ADP
sc-1169	43	11	even	even	ADV
sc-1169	43	12	the	the	DET
sc-1169	43	13	most	most	ADV
sc-1169	43	14	basic	basic	ADJ
sc-1169	43	15	of	of	ADP
sc-1169	43	16	commercial	commercial	ADJ
sc-1169	43	17	devices	device	NOUN
sc-1169	43	18	and	and	CCONJ
sc-1169	43	19	can	can	AUX
sc-1169	43	20	also	also	ADV
sc-1169	43	21	be	be	AUX
sc-1169	43	22	achieved	achieve	VERB
sc-1169	43	23	,	,	PUNCT
sc-1169	43	24	in	in	ADP
sc-1169	43	25	part	part	NOUN
sc-1169	43	26	,	,	PUNCT
sc-1169	43	27	via	via	ADP
sc-1169	43	28	embedded	embed	VERB
sc-1169	43	29	smartphone	smartphone	NOUN
sc-1169	43	30	accelerometers	accelerometer	NOUN
sc-1169	43	31	.	.	PUNCT
sc-1169	44	1	however	however	ADV
sc-1169	44	2	,	,	PUNCT
sc-1169	44	3	to	to	PART
sc-1169	44	4	better	well	ADV
sc-1169	44	5	inform	inform	VERB
sc-1169	44	6	the	the	DET
sc-1169	44	7	assessment	assessment	NOUN
sc-1169	44	8	of	of	ADP
sc-1169	44	9	energy	energy	NOUN
sc-1169	44	10	expenditure	expenditure	NOUN
sc-1169	44	11	,	,	PUNCT
sc-1169	44	12	additional	additional	ADJ
sc-1169	44	13	measures	measure	NOUN
sc-1169	44	14	such	such	ADJ
sc-1169	44	15	as	as	ADP
sc-1169	44	16	heart	heart	NOUN
sc-1169	44	17	rate	rate	NOUN
sc-1169	44	18	and	and	CCONJ
sc-1169	44	19	electrodermal	electrodermal	NOUN
sc-1169	44	20	activity	activity	NOUN
sc-1169	44	21	(	(	PUNCT
sc-1169	44	22	eda	eda	PROPN
sc-1169	44	23	)	)	PUNCT
sc-1169	44	24	(	(	PUNCT
sc-1169	44	25	an	an	DET
sc-1169	44	26	indicator	indicator	NOUN
sc-1169	44	27	of	of	ADP
sc-1169	44	28	perspiration	perspiration	NOUN
sc-1169	44	29	)	)	PUNCT
sc-1169	44	30	were	be	AUX
sc-1169	44	31	desirable	desirable	ADJ
sc-1169	44	32	.	.	PUNCT
sc-1169	45	1	in	in	ADP
sc-1169	45	2	combination	combination	NOUN
sc-1169	45	3	with	with	ADP
sc-1169	45	4	accelerometer	accelerometer	NOUN
sc-1169	45	5	data	datum	NOUN
sc-1169	45	6	,	,	PUNCT
sc-1169	45	7	these	these	DET
sc-1169	45	8	metrics	metric	NOUN
sc-1169	45	9	allow	allow	VERB
sc-1169	45	10	different	different	ADJ
sc-1169	45	11	types	type	NOUN
sc-1169	45	12	and	and	CCONJ
sc-1169	45	13	intensities	intensity	NOUN
sc-1169	45	14	of	of	ADP
sc-1169	45	15	physical	physical	ADJ
sc-1169	45	16	activity	activity	NOUN
sc-1169	45	17	to	to	PART
sc-1169	45	18	be	be	AUX
sc-1169	45	19	characterised	characterise	VERB
sc-1169	45	20	.	.	PUNCT
sc-1169	46	1	gps	gps	PROPN
sc-1169	46	2	location	location	NOUN
sc-1169	46	3	data	datum	NOUN
sc-1169	46	4	was	be	AUX
sc-1169	46	5	also	also	ADV
sc-1169	46	6	desirable	desirable	ADJ
sc-1169	46	7	but	but	CCONJ
sc-1169	46	8	not	not	PART
sc-1169	46	9	essential	essential	ADJ
sc-1169	46	10	.	.	PUNCT
sc-1169	47	1	2.2	2.2	NUM
sc-1169	47	2	access	access	NOUN
sc-1169	47	3	to	to	ADP
sc-1169	47	4	raw	raw	ADJ
sc-1169	47	5	data	data	NOUN
sc-1169	47	6	access	access	NOUN
sc-1169	47	7	to	to	ADP
sc-1169	47	8	raw	raw	ADJ
sc-1169	47	9	data	datum	NOUN
sc-1169	47	10	may	may	AUX
sc-1169	47	11	seem	seem	VERB
sc-1169	47	12	an	an	DET
sc-1169	47	13	obvious	obvious	ADJ
sc-1169	47	14	requirement	requirement	NOUN
sc-1169	47	15	but	but	CCONJ
sc-1169	47	16	its	its	PRON
sc-1169	47	17	support	support	NOUN
sc-1169	47	18	can	can	AUX
sc-1169	47	19	not	not	PART
sc-1169	47	20	be	be	AUX
sc-1169	47	21	assumed	assume	VERB
sc-1169	47	22	.	.	PUNCT
sc-1169	48	1	a	a	DET
sc-1169	48	2	number	number	NOUN
sc-1169	48	3	of	of	ADP
sc-1169	48	4	systems	system	NOUN
sc-1169	48	5	use	use	VERB
sc-1169	48	6	proprietary	proprietary	ADJ
sc-1169	48	7	communication	communication	NOUN
sc-1169	48	8	protocols	protocol	NOUN
sc-1169	48	9	to	to	PART
sc-1169	48	10	relay	relay	VERB
sc-1169	48	11	sensor	sensor	NOUN
sc-1169	48	12	data	datum	NOUN
sc-1169	48	13	to	to	ADP
sc-1169	48	14	a	a	DET
sc-1169	48	15	smartphone	smartphone	NOUN
sc-1169	48	16	or	or	CCONJ
sc-1169	48	17	pc	pc	NOUN
sc-1169	48	18	and	and	CCONJ
sc-1169	48	19	only	only	ADV
sc-1169	48	20	provide	provide	VERB
sc-1169	48	21	access	access	NOUN
sc-1169	48	22	to	to	ADP
sc-1169	48	23	summarised	summarise	VERB
sc-1169	48	24	data	datum	NOUN
sc-1169	48	25	rather	rather	ADV
sc-1169	48	26	than	than	ADP
sc-1169	48	27	the	the	DET
sc-1169	48	28	full	full	ADJ
sc-1169	48	29	set	set	NOUN
sc-1169	48	30	of	of	ADP
sc-1169	48	31	recorded	record	VERB
sc-1169	48	32	sensor	sensor	NOUN
sc-1169	48	33	data	datum	NOUN
sc-1169	48	34	.	.	PUNCT
sc-1169	49	1	we	we	PRON
sc-1169	49	2	planned	plan	VERB
sc-1169	49	3	to	to	PART
sc-1169	49	4	analyse	analyse	VERB
sc-1169	49	5	and	and	CCONJ
sc-1169	49	6	mine	mine	VERB
sc-1169	49	7	the	the	DET
sc-1169	49	8	data	datum	NOUN
sc-1169	49	9	and	and	CCONJ
sc-1169	49	10	therefore	therefore	ADV
sc-1169	49	11	required	require	VERB
sc-1169	49	12	access	access	NOUN
sc-1169	49	13	to	to	ADP
sc-1169	49	14	the	the	DET
sc-1169	49	15	raw	raw	ADJ
sc-1169	49	16	sensor	sensor	NOUN
sc-1169	49	17	data	datum	NOUN
sc-1169	49	18	,	,	PUNCT
sc-1169	49	19	for	for	ADP
sc-1169	49	20	example	example	NOUN
sc-1169	49	21	,	,	PUNCT
sc-1169	49	22	in	in	ADP
sc-1169	49	23	csv	csv	PROPN
sc-1169	49	24	(	(	PUNCT
sc-1169	49	25	commaseparated	commaseparated	ADJ
sc-1169	49	26	value	value	NOUN
sc-1169	49	27	)	)	PUNCT
sc-1169	49	28	or	or	CCONJ
sc-1169	49	29	xml	xml	NOUN
sc-1169	49	30	(	(	PUNCT
sc-1169	49	31	extensible	extensible	ADJ
sc-1169	49	32	markup	markup	NOUN
sc-1169	49	33	language	language	NOUN
sc-1169	49	34	)	)	PUNCT
sc-1169	49	35	form	form	NOUN
sc-1169	49	36	.	.	PUNCT
sc-1169	50	1	2.3	2.3	NUM
sc-1169	50	2	invasiveness	invasiveness	ADJ
sc-1169	50	3	systems	system	NOUN
sc-1169	50	4	with	with	ADP
sc-1169	50	5	separate	separate	ADJ
sc-1169	50	6	sensors	sensor	NOUN
sc-1169	50	7	that	that	PRON
sc-1169	50	8	attach	attach	VERB
sc-1169	50	9	to	to	ADP
sc-1169	50	10	different	different	ADJ
sc-1169	50	11	parts	part	NOUN
sc-1169	50	12	of	of	ADP
sc-1169	50	13	the	the	DET
sc-1169	50	14	body	body	NOUN
sc-1169	50	15	can	can	AUX
sc-1169	50	16	give	give	VERB
sc-1169	50	17	good	good	ADJ
sc-1169	50	18	results	result	NOUN
sc-1169	50	19	but	but	CCONJ
sc-1169	50	20	were	be	AUX
sc-1169	50	21	deemed	deem	VERB
sc-1169	50	22	too	too	ADV
sc-1169	50	23	invasive	invasive	ADJ
sc-1169	50	24	for	for	ADP
sc-1169	50	25	the	the	DET
sc-1169	50	26	dementia	dementia	NOUN
sc-1169	50	27	study	study	NOUN
sc-1169	50	28	cohort	cohort	NOUN
sc-1169	50	29	.	.	PUNCT
sc-1169	51	1	expert	expert	ADJ
sc-1169	51	2	advice	advice	NOUN
sc-1169	51	3	recommended	recommend	VERB
sc-1169	51	4	that	that	SCONJ
sc-1169	51	5	less	less	ADV
sc-1169	51	6	invasive	invasive	ADJ
sc-1169	51	7	,	,	PUNCT
sc-1169	51	8	single	single	ADJ
sc-1169	51	9	unit	unit	NOUN
sc-1169	51	10	,	,	PUNCT
sc-1169	51	11	belt	belt	NOUN
sc-1169	51	12	-	-	PUNCT
sc-1169	51	13	worn	wear	VERB
sc-1169	51	14	devices	device	NOUN
sc-1169	51	15	and	and	CCONJ
sc-1169	51	16	wrist	wrist	NOUN
sc-1169	51	17	-	-	PUNCT
sc-1169	51	18	watch	watch	NOUN
sc-1169	51	19	formats	format	NOUN
sc-1169	51	20	were	be	AUX
sc-1169	51	21	preferred	prefer	VERB
sc-1169	51	22	.	.	PUNCT
sc-1169	52	1	3	3	X
sc-1169	52	2	.	.	X
sc-1169	52	3	comparison	comparison	NOUN
sc-1169	52	4	of	of	ADP
sc-1169	52	5	activity	activity	NOUN
sc-1169	52	6	monitoring	monitoring	NOUN
sc-1169	52	7	systems	system	NOUN
sc-1169	52	8	a	a	DET
sc-1169	52	9	survey	survey	NOUN
sc-1169	52	10	of	of	ADP
sc-1169	52	11	commercial	commercial	ADJ
sc-1169	52	12	activity	activity	NOUN
sc-1169	52	13	monitoring	monitoring	NOUN
sc-1169	52	14	systems	system	NOUN
sc-1169	52	15	was	be	AUX
sc-1169	52	16	conducted	conduct	VERB
sc-1169	52	17	in	in	ADP
sc-1169	52	18	december	december	PROPN
sc-1169	52	19	2014	2014	NUM
sc-1169	52	20	.	.	PUNCT
sc-1169	53	1	the	the	DET
sc-1169	53	2	candidate	candidate	NOUN
sc-1169	53	3	devices	device	NOUN
sc-1169	53	4	,	,	PUNCT
sc-1169	53	5	summarised	summarise	VERB
sc-1169	53	6	in	in	ADP
sc-1169	53	7	table	table	NOUN
sc-1169	53	8	1	1	NUM
sc-1169	53	9	,	,	PUNCT
sc-1169	53	10	were	be	AUX
sc-1169	53	11	:	:	PUNCT
sc-1169	53	12	fitbit	fitbit	NOUN
sc-1169	53	13	flex	flex	ADV
sc-1169	53	14	[	[	X
sc-1169	53	15	2	2	NUM
sc-1169	53	16	]	]	PUNCT
sc-1169	53	17	;	;	PUNCT
sc-1169	53	18	nike+	nike+	X
sc-1169	53	19	fuelband	fuelband	NOUN
sc-1169	53	20	se	se	X
sc-1169	54	1	[	[	X
sc-1169	54	2	7	7	NUM
sc-1169	54	3	]	]	PUNCT
sc-1169	54	4	;	;	PUNCT
sc-1169	54	5	jawbone	jawbone	VERB
sc-1169	54	6	up	up	ADP
sc-1169	54	7	[	[	X
sc-1169	54	8	4	4	NUM
sc-1169	54	9	]	]	PUNCT
sc-1169	54	10	;	;	PUNCT
sc-1169	54	11	withings	withings	PROPN
sc-1169	54	12	pulse	pulse	PROPN
sc-1169	54	13	ox	ox	NOUN
sc-1169	55	1	[	[	X
sc-1169	55	2	13	13	NUM
sc-1169	55	3	]	]	PUNCT
sc-1169	55	4	;	;	PUNCT
sc-1169	55	5	mio	mio	NOUN
sc-1169	55	6	alpha	alpha	NOUN
sc-1169	56	1	[	[	X
sc-1169	56	2	6	6	NUM
sc-1169	56	3	]	]	PUNCT
sc-1169	56	4	;	;	PUNCT
sc-1169	56	5	polar	polar	ADJ
sc-1169	56	6	ft60	ft60	PROPN
sc-1169	57	1	[	[	X
sc-1169	57	2	11	11	NUM
sc-1169	57	3	]	]	PUNCT
sc-1169	57	4	;	;	PUNCT
sc-1169	57	5	and	and	CCONJ
sc-1169	57	6	basis	basis	NOUN
sc-1169	57	7	peak	peak	NOUN
sc-1169	57	8	[	[	X
sc-1169	57	9	1	1	NUM
sc-1169	57	10	]	]	PUNCT
sc-1169	57	11	.	.	PUNCT
sc-1169	58	1	all	all	PRON
sc-1169	58	2	are	be	AUX
sc-1169	58	3	wrist	wrist	NOUN
sc-1169	58	4	watch	watch	NOUN
sc-1169	58	5	formats	format	NOUN
sc-1169	58	6	with	with	ADP
sc-1169	58	7	the	the	DET
sc-1169	58	8	exception	exception	NOUN
sc-1169	58	9	of	of	ADP
sc-1169	58	10	withings	withings	PROPN
sc-1169	58	11	pulse	pulse	PROPN
sc-1169	58	12	ox	ox	NOUN
sc-1169	58	13	which	which	PRON
sc-1169	58	14	can	can	AUX
sc-1169	58	15	optionally	optionally	ADV
sc-1169	58	16	be	be	AUX
sc-1169	58	17	belt	belt	NOUN
sc-1169	58	18	-	-	PUNCT
sc-1169	58	19	worn	worn	ADJ
sc-1169	58	20	.	.	PUNCT
sc-1169	59	1	the	the	DET
sc-1169	59	2	activity	activity	NOUN
sc-1169	59	3	monitoring	monitor	VERB
sc-1169	59	4	market	market	NOUN
sc-1169	59	5	is	be	AUX
sc-1169	59	6	evolving	evolve	VERB
sc-1169	59	7	very	very	ADV
sc-1169	59	8	quickly	quickly	ADV
sc-1169	59	9	and	and	CCONJ
sc-1169	59	10	within	within	ADP
sc-1169	59	11	six	six	NUM
sc-1169	59	12	months	month	NOUN
sc-1169	59	13	of	of	ADP
sc-1169	59	14	the	the	DET
sc-1169	59	15	survey	survey	NOUN
sc-1169	59	16	,	,	PUNCT
sc-1169	59	17	several	several	ADJ
sc-1169	59	18	models	model	NOUN
sc-1169	59	19	had	have	AUX
sc-1169	59	20	already	already	ADV
sc-1169	59	21	been	be	AUX
sc-1169	59	22	superseded	supersede	VERB
sc-1169	59	23	.	.	PUNCT
sc-1169	60	1	for	for	ADP
sc-1169	60	2	example	example	NOUN
sc-1169	60	3	,	,	PUNCT
sc-1169	60	4	newer	new	ADJ
sc-1169	60	5	devices	device	NOUN
sc-1169	60	6	from	from	ADP
sc-1169	60	7	fitbit	fitbit	NOUN
sc-1169	60	8	,	,	PUNCT
sc-1169	60	9	mio	mio	PROPN
sc-1169	60	10	,	,	PUNCT
sc-1169	60	11	jawbone	jawbone	NOUN
sc-1169	60	12	and	and	CCONJ
sc-1169	60	13	microsoft	microsoft	PROPN
sc-1169	60	14	include	include	VERB
sc-1169	60	15	pulse	pulse	NOUN
sc-1169	60	16	monitoring	monitoring	NOUN
sc-1169	60	17	and	and	CCONJ
sc-1169	60	18	gps	gps	PROPN
sc-1169	60	19	.	.	PUNCT
sc-1169	61	1	these	these	DET
sc-1169	61	2	devices	device	NOUN
sc-1169	61	3	would	would	AUX
sc-1169	61	4	be	be	AUX
sc-1169	61	5	good	good	ADJ
sc-1169	61	6	candidates	candidate	NOUN
sc-1169	61	7	for	for	ADP
sc-1169	61	8	future	future	ADJ
sc-1169	61	9	studies	study	NOUN
sc-1169	61	10	.	.	PUNCT
sc-1169	62	1	at	at	ADP
sc-1169	62	2	the	the	DET
sc-1169	62	3	time	time	NOUN
sc-1169	62	4	of	of	ADP
sc-1169	62	5	our	our	PRON
sc-1169	62	6	survey	survey	NOUN
sc-1169	62	7	,	,	PUNCT
sc-1169	62	8	however	however	ADV
sc-1169	62	9	,	,	PUNCT
sc-1169	62	10	these	these	DET
sc-1169	62	11	models	model	NOUN
sc-1169	62	12	were	be	AUX
sc-1169	62	13	not	not	PART
sc-1169	62	14	available	available	ADJ
sc-1169	62	15	.	.	PUNCT
sc-1169	63	1	devices	device	NOUN
sc-1169	63	2	that	that	PRON
sc-1169	63	3	did	do	AUX
sc-1169	63	4	not	not	PART
sc-1169	63	5	measure	measure	VERB
sc-1169	63	6	pulse	pulse	NOUN
sc-1169	63	7	rate	rate	NOUN
sc-1169	63	8	were	be	AUX
sc-1169	63	9	eliminated	eliminate	VERB
sc-1169	63	10	first	first	ADV
sc-1169	63	11	.	.	PUNCT
sc-1169	64	1	the	the	DET
sc-1169	64	2	withings	withings	PROPN
sc-1169	64	3	’	'	PUNCT
sc-1169	64	4	pulse	pulse	NOUN
sc-1169	64	5	ox	ox	NOUN
sc-1169	64	6	can	can	AUX
sc-1169	64	7	measure	measure	VERB
sc-1169	64	8	pulse	pulse	NOUN
sc-1169	64	9	rate	rate	NOUN
sc-1169	64	10	but	but	CCONJ
sc-1169	64	11	not	not	PART
sc-1169	64	12	continually	continually	ADV
sc-1169	64	13	.	.	PUNCT
sc-1169	65	1	to	to	PART
sc-1169	65	2	measure	measure	VERB
sc-1169	65	3	pulse	pulse	VERB
sc-1169	65	4	the	the	DET
sc-1169	65	5	wearer	wearer	NOUN
sc-1169	65	6	removes	remove	VERB
sc-1169	65	7	the	the	DET
sc-1169	65	8	device	device	NOUN
sc-1169	65	9	from	from	ADP
sc-1169	65	10	their	their	PRON
sc-1169	65	11	wrist	wrist	NOUN
sc-1169	65	12	and	and	CCONJ
sc-1169	65	13	puts	put	VERB
sc-1169	65	14	their	their	PRON
sc-1169	65	15	finger	finger	NOUN
sc-1169	65	16	over	over	ADP
sc-1169	65	17	an	an	DET
sc-1169	65	18	optical	optical	ADJ
sc-1169	65	19	sensor	sensor	NOUN
sc-1169	65	20	on	on	ADP
sc-1169	65	21	the	the	DET
sc-1169	65	22	back	back	NOUN
sc-1169	65	23	.	.	PUNCT
sc-1169	66	1	this	this	DET
sc-1169	66	2	requirement	requirement	NOUN
sc-1169	66	3	was	be	AUX
sc-1169	66	4	deemed	deem	VERB
sc-1169	66	5	unsuited	unsuited	ADJ
sc-1169	66	6	to	to	ADP
sc-1169	66	7	the	the	DET
sc-1169	66	8	study	study	NOUN
sc-1169	66	9	participants	participant	NOUN
sc-1169	66	10	.	.	PUNCT
sc-1169	67	1	the	the	DET
sc-1169	67	2	mio	mio	PROPN
sc-1169	67	3	alpha	alpha	NOUN
sc-1169	67	4	was	be	AUX
sc-1169	67	5	eliminated	eliminate	VERB
sc-1169	67	6	because	because	SCONJ
sc-1169	67	7	it	it	PRON
sc-1169	67	8	did	do	AUX
sc-1169	67	9	not	not	PART
sc-1169	67	10	provide	provide	VERB
sc-1169	67	11	activity	activity	NOUN
sc-1169	67	12	monitoring	monitor	VERB
sc-1169	67	13	data	datum	NOUN
sc-1169	67	14	.	.	PUNCT
sc-1169	68	1	the	the	DET
sc-1169	68	2	remaining	remain	VERB
sc-1169	68	3	contenders	contender	NOUN
sc-1169	68	4	were	be	AUX
sc-1169	68	5	the	the	DET
sc-1169	68	6	polar	polar	ADJ
sc-1169	68	7	ft60	ft60	PROPN
sc-1169	68	8	and	and	CCONJ
sc-1169	68	9	the	the	DET
sc-1169	68	10	basis	basis	NOUN
sc-1169	68	11	peak	peak	NOUN
sc-1169	68	12	.	.	PUNCT
sc-1169	69	1	although	although	SCONJ
sc-1169	69	2	the	the	DET
sc-1169	69	3	polar	polar	ADJ
sc-1169	69	4	ft60	ft60	PROPN
sc-1169	69	5	provided	provide	VERB
sc-1169	69	6	gps	gps	PROPN
sc-1169	69	7	sensing	sense	VERB
sc-1169	69	8	,	,	PUNCT
sc-1169	69	9	it	it	PRON
sc-1169	69	10	was	be	AUX
sc-1169	69	11	eliminated	eliminate	VERB
sc-1169	69	12	because	because	SCONJ
sc-1169	69	13	of	of	ADP
sc-1169	69	14	the	the	DET
sc-1169	69	15	practicalities	practicality	NOUN
sc-1169	69	16	of	of	ADP
sc-1169	69	17	the	the	DET
sc-1169	69	18	pulse	pulse	NOUN
sc-1169	69	19	sensor	sensor	NOUN
sc-1169	69	20	.	.	PUNCT
sc-1169	70	1	unlike	unlike	ADP
sc-1169	70	2	the	the	DET
sc-1169	70	3	other	other	ADJ
sc-1169	70	4	devices	device	NOUN
sc-1169	70	5	which	which	PRON
sc-1169	70	6	use	use	VERB
sc-1169	70	7	optical	optical	ADJ
sc-1169	70	8	sensors	sensor	NOUN
sc-1169	70	9	to	to	PART
sc-1169	70	10	detect	detect	VERB
sc-1169	70	11	pulse	pulse	NOUN
sc-1169	70	12	rate	rate	NOUN
sc-1169	70	13	,	,	PUNCT
sc-1169	70	14	the	the	DET
sc-1169	70	15	ft60	ft60	PROPN
sc-1169	70	16	required	require	VERB
sc-1169	70	17	a	a	DET
sc-1169	70	18	separate	separate	ADJ
sc-1169	70	19	heart	heart	NOUN
sc-1169	70	20	-	-	PUNCT
sc-1169	70	21	rate	rate	NOUN
sc-1169	70	22	sensor	sensor	NOUN
sc-1169	70	23	mounted	mount	VERB
sc-1169	70	24	on	on	ADP
sc-1169	70	25	a	a	DET
sc-1169	70	26	chest	chest	NOUN
sc-1169	70	27	strap	strap	NOUN
sc-1169	70	28	.	.	PUNCT
sc-1169	71	1	the	the	DET
sc-1169	71	2	basis	basis	NOUN
sc-1169	71	3	peak	peak	NOUN
sc-1169	71	4	,	,	PUNCT
sc-1169	71	5	made	make	VERB
sc-1169	71	6	available	available	ADJ
sc-1169	71	7	in	in	ADP
sc-1169	71	8	the	the	DET
sc-1169	71	9	uk	uk	PROPN
sc-1169	71	10	in	in	ADP
sc-1169	71	11	january	january	PROPN
sc-1169	71	12	2015	2015	NUM
sc-1169	71	13	,	,	PUNCT
sc-1169	71	14	was	be	AUX
sc-1169	71	15	the	the	DET
sc-1169	71	16	only	only	ADJ
sc-1169	71	17	remaining	remain	VERB
sc-1169	71	18	device	device	NOUN
sc-1169	71	19	that	that	PRON
sc-1169	71	20	met	meet	VERB
sc-1169	71	21	the	the	DET
sc-1169	71	22	study	study	NOUN
sc-1169	71	23	requirements	requirement	NOUN
sc-1169	71	24	and	and	CCONJ
sc-1169	71	25	also	also	ADV
sc-1169	71	26	provided	provide	VERB
sc-1169	71	27	additional	additional	ADJ
sc-1169	71	28	skin	skin	NOUN
sc-1169	71	29	temperature	temperature	NOUN
sc-1169	71	30	data	datum	NOUN
sc-1169	71	31	.	.	PUNCT
sc-1169	72	1	4	4	X
sc-1169	72	2	.	.	X
sc-1169	72	3	deployment	deployment	NOUN
sc-1169	72	4	challenges	challenge	NOUN
sc-1169	72	5	study	study	VERB
sc-1169	72	6	adoption	adoption	NOUN
sc-1169	72	7	required	require	VERB
sc-1169	72	8	the	the	DET
sc-1169	72	9	technology	technology	NOUN
sc-1169	72	10	to	to	PART
sc-1169	72	11	be	be	AUX
sc-1169	72	12	deployed	deploy	VERB
sc-1169	72	13	with	with	ADP
sc-1169	72	14	up	up	ADP
sc-1169	72	15	to	to	PART
sc-1169	72	16	thirty	thirty	NUM
sc-1169	72	17	participants	participant	NOUN
sc-1169	72	18	concurrently	concurrently	ADV
sc-1169	72	19	for	for	ADP
sc-1169	72	20	four	four	NUM
sc-1169	72	21	weeks	week	NOUN
sc-1169	72	22	.	.	PUNCT
sc-1169	73	1	to	to	PART
sc-1169	73	2	reduce	reduce	VERB
sc-1169	73	3	participant	participant	ADJ
sc-1169	73	4	invasion	invasion	NOUN
sc-1169	73	5	and	and	CCONJ
sc-1169	73	6	researcher	researcher	NOUN
sc-1169	73	7	workload	workload	NOUN
sc-1169	73	8	,	,	PUNCT
sc-1169	73	9	the	the	DET
sc-1169	73	10	preferred	preferred	ADJ
sc-1169	73	11	number	number	NOUN
sc-1169	73	12	of	of	ADP
sc-1169	73	13	researcher	researcher	NOUN
sc-1169	73	14	visits	visit	NOUN
sc-1169	73	15	to	to	ADP
sc-1169	73	16	participant	participant	ADJ
sc-1169	73	17	homes	home	NOUN
sc-1169	73	18	was	be	AUX
sc-1169	73	19	limited	limit	VERB
sc-1169	73	20	to	to	ADP
sc-1169	73	21	one	one	NUM
sc-1169	73	22	per	per	ADP
sc-1169	73	23	week	week	NOUN
sc-1169	73	24	.	.	PUNCT
sc-1169	74	1	4.1	4.1	NUM
sc-1169	74	2	battery	battery	NOUN
sc-1169	74	3	life	life	NOUN
sc-1169	74	4	limited	limit	VERB
sc-1169	74	5	battery	battery	NOUN
sc-1169	74	6	life	life	NOUN
sc-1169	74	7	is	be	AUX
sc-1169	74	8	a	a	DET
sc-1169	74	9	common	common	ADJ
sc-1169	74	10	problem	problem	NOUN
sc-1169	74	11	associated	associate	VERB
sc-1169	74	12	with	with	ADP
sc-1169	74	13	wearable	wearable	ADJ
sc-1169	74	14	computing	computing	NOUN
sc-1169	74	15	devices	device	NOUN
sc-1169	74	16	.	.	PUNCT
sc-1169	75	1	the	the	DET
sc-1169	75	2	basis	basis	NOUN
sc-1169	75	3	peak	peak	NOUN
sc-1169	75	4	watch	watch	NOUN
sc-1169	75	5	has	have	VERB
sc-1169	75	6	a	a	DET
sc-1169	75	7	battery	battery	NOUN
sc-1169	75	8	life	life	NOUN
sc-1169	75	9	of	of	ADP
sc-1169	75	10	between	between	ADP
sc-1169	75	11	3	3	NUM
sc-1169	75	12	-	-	SYM
sc-1169	75	13	5	5	NUM
sc-1169	75	14	days	day	NOUN
sc-1169	75	15	depending	depend	VERB
sc-1169	75	16	on	on	ADP
sc-1169	75	17	usage	usage	NOUN
sc-1169	75	18	.	.	PUNCT
sc-1169	76	1	wireless	wireless	ADJ
sc-1169	76	2	data	datum	NOUN
sc-1169	76	3	synchronisation	synchronisation	NOUN
sc-1169	76	4	,	,	PUNCT
sc-1169	76	5	for	for	ADP
sc-1169	76	6	example	example	NOUN
sc-1169	76	7	,	,	PUNCT
sc-1169	76	8	is	be	AUX
sc-1169	76	9	an	an	DET
sc-1169	76	10	energy	energy	NOUN
sc-1169	76	11	-	-	PUNCT
sc-1169	76	12	demanding	demand	VERB
sc-1169	76	13	function	function	NOUN
sc-1169	76	14	.	.	PUNCT
sc-1169	77	1	with	with	ADP
sc-1169	77	2	only	only	ADV
sc-1169	77	3	one	one	NUM
sc-1169	77	4	researcher	researcher	NOUN
sc-1169	77	5	home	home	NOUN
sc-1169	77	6	visit	visit	NOUN
sc-1169	77	7	per	per	ADP
sc-1169	77	8	week	week	NOUN
sc-1169	77	9	,	,	PUNCT
sc-1169	77	10	there	there	PRON
sc-1169	77	11	was	be	VERB
sc-1169	77	12	a	a	DET
sc-1169	77	13	need	need	NOUN
sc-1169	77	14	for	for	ADP
sc-1169	77	15	additional	additional	ADJ
sc-1169	77	16	recharging	recharging	NOUN
sc-1169	77	17	.	.	PUNCT
sc-1169	78	1	it	it	PRON
sc-1169	78	2	was	be	AUX
sc-1169	78	3	determined	determine	VERB
sc-1169	78	4	that	that	SCONJ
sc-1169	78	5	placing	place	VERB
sc-1169	78	6	the	the	DET
sc-1169	78	7	watch	watch	NOUN
sc-1169	78	8	in	in	ADP
sc-1169	78	9	its	its	PRON
sc-1169	78	10	charging	charging	NOUN
sc-1169	78	11	cradle	cradle	NOUN
sc-1169	78	12	for	for	ADP
sc-1169	78	13	ten	ten	NUM
sc-1169	78	14	minutes	minute	NOUN
sc-1169	78	15	each	each	DET
sc-1169	78	16	day	day	NOUN
sc-1169	78	17	would	would	AUX
sc-1169	78	18	maintain	maintain	VERB
sc-1169	78	19	the	the	DET
sc-1169	78	20	charge	charge	NOUN
sc-1169	78	21	and	and	CCONJ
sc-1169	78	22	could	could	AUX
sc-1169	78	23	be	be	AUX
sc-1169	78	24	adopted	adopt	VERB
sc-1169	78	25	into	into	ADP
sc-1169	78	26	caregiver	caregiver	NOUN
sc-1169	78	27	responsibilities	responsibility	NOUN
sc-1169	78	28	.	.	PUNCT
sc-1169	79	1	4.2	4.2	NUM
sc-1169	79	2	data	datum	NOUN
sc-1169	79	3	synchronisation	synchronisation	NOUN
sc-1169	79	4	data	datum	NOUN
sc-1169	79	5	synchronisation	synchronisation	NOUN
sc-1169	79	6	presented	present	VERB
sc-1169	79	7	something	something	PRON
sc-1169	79	8	of	of	ADP
sc-1169	79	9	a	a	DET
sc-1169	79	10	challenge	challenge	NOUN
sc-1169	79	11	.	.	PUNCT
sc-1169	80	1	the	the	DET
sc-1169	80	2	watch	watch	NOUN
sc-1169	80	3	is	be	AUX
sc-1169	80	4	designed	design	VERB
sc-1169	80	5	to	to	PART
sc-1169	80	6	synchronise	synchronise	VERB
sc-1169	80	7	data	datum	NOUN
sc-1169	80	8	with	with	ADP
sc-1169	80	9	an	an	DET
sc-1169	80	10	iphone	iphone	NOUN
sc-1169	80	11	figure	figure	NOUN
sc-1169	80	12	1	1	NUM
sc-1169	80	13	:	:	PUNCT
sc-1169	80	14	examples	example	NOUN
sc-1169	80	15	of	of	ADP
sc-1169	80	16	steps	step	NOUN
sc-1169	80	17	-	-	PUNCT
sc-1169	80	18	per	per	ADP
sc-1169	80	19	-	-	PUNCT
sc-1169	80	20	minute	minute	NOUN
sc-1169	80	21	,	,	PUNCT
sc-1169	80	22	eda	eda	PROPN
sc-1169	80	23	and	and	CCONJ
sc-1169	80	24	pulse	pulse	NOUN
sc-1169	80	25	rate	rate	NOUN
sc-1169	80	26	data	datum	NOUN
sc-1169	80	27	collected	collect	VERB
sc-1169	80	28	during	during	ADP
sc-1169	80	29	two	two	NUM
sc-1169	80	30	four	four	NUM
sc-1169	80	31	-	-	PUNCT
sc-1169	80	32	hour	hour	NOUN
sc-1169	80	33	periods	period	NOUN
sc-1169	80	34	during	during	ADP
sc-1169	80	35	testing	testing	NOUN
sc-1169	80	36	.	.	PUNCT
sc-1169	81	1	(	(	PUNCT
sc-1169	81	2	ios	ios	PROPN
sc-1169	81	3	)	)	PUNCT
sc-1169	81	4	or	or	CCONJ
sc-1169	81	5	android	android	PROPN
sc-1169	81	6	smartphone	smartphone	NOUN
sc-1169	81	7	via	via	ADP
sc-1169	81	8	a	a	DET
sc-1169	81	9	wireless	wireless	ADJ
sc-1169	81	10	bluetooth	bluetooth	NOUN
sc-1169	81	11	connection	connection	NOUN
sc-1169	81	12	using	use	VERB
sc-1169	81	13	the	the	DET
sc-1169	81	14	basis	basis	NOUN
sc-1169	81	15	app	app	NOUN
sc-1169	81	16	which	which	PRON
sc-1169	81	17	communicates	communicate	VERB
sc-1169	81	18	via	via	ADP
sc-1169	81	19	the	the	DET
sc-1169	81	20	internet	internet	NOUN
sc-1169	81	21	with	with	ADP
sc-1169	81	22	the	the	DET
sc-1169	81	23	database	database	NOUN
sc-1169	81	24	held	hold	VERB
sc-1169	81	25	by	by	ADP
sc-1169	81	26	basis	basis	NOUN
sc-1169	81	27	.	.	PUNCT
sc-1169	82	1	there	there	PRON
sc-1169	82	2	were	be	VERB
sc-1169	82	3	initial	initial	ADJ
sc-1169	82	4	problems	problem	NOUN
sc-1169	82	5	with	with	ADP
sc-1169	82	6	android	android	PROPN
sc-1169	82	7	phone	phone	NOUN
sc-1169	82	8	use	use	NOUN
sc-1169	82	9	because	because	SCONJ
sc-1169	82	10	the	the	DET
sc-1169	82	11	bluetooth	bluetooth	PROPN
sc-1169	82	12	interface	interface	NOUN
sc-1169	82	13	was	be	AUX
sc-1169	82	14	not	not	PART
sc-1169	82	15	compatible	compatible	ADJ
sc-1169	82	16	with	with	ADP
sc-1169	82	17	the	the	DET
sc-1169	82	18	latest	late	ADJ
sc-1169	82	19	version	version	NOUN
sc-1169	82	20	of	of	ADP
sc-1169	82	21	the	the	DET
sc-1169	82	22	operating	operating	NOUN
sc-1169	82	23	system	system	NOUN
sc-1169	82	24	(	(	PUNCT
sc-1169	82	25	v5	v5	PROPN
sc-1169	82	26	)	)	PUNCT
sc-1169	82	27	.	.	PUNCT
sc-1169	83	1	however	however	ADV
sc-1169	83	2	,	,	PUNCT
sc-1169	83	3	using	use	VERB
sc-1169	83	4	an	an	DET
sc-1169	83	5	older	old	ADJ
sc-1169	83	6	phone	phone	NOUN
sc-1169	83	7	(	(	PUNCT
sc-1169	83	8	with	with	ADP
sc-1169	83	9	android	android	PROPN
sc-1169	83	10	v4.4	v4.4	PROPN
sc-1169	83	11	)	)	PUNCT
sc-1169	83	12	and	and	CCONJ
sc-1169	83	13	disabling	disable	VERB
sc-1169	83	14	system	system	NOUN
sc-1169	83	15	updates	update	NOUN
sc-1169	83	16	provided	provide	VERB
sc-1169	83	17	a	a	DET
sc-1169	83	18	workaround	workaround	NOUN
sc-1169	83	19	.	.	PUNCT
sc-1169	84	1	no	no	DET
sc-1169	84	2	similar	similar	ADJ
sc-1169	84	3	problems	problem	NOUN
sc-1169	84	4	were	be	AUX
sc-1169	84	5	encountered	encounter	VERB
sc-1169	84	6	with	with	ADP
sc-1169	84	7	ios	ios	PROPN
sc-1169	84	8	devices	device	NOUN
sc-1169	84	9	.	.	PUNCT
sc-1169	85	1	4.3	4.3	NUM
sc-1169	85	2	deploying	deploy	VERB
sc-1169	85	3	multiple	multiple	ADJ
sc-1169	85	4	units	unit	NOUN
sc-1169	85	5	although	although	SCONJ
sc-1169	85	6	slightly	slightly	ADV
sc-1169	85	7	convoluted	convoluted	ADJ
sc-1169	85	8	,	,	PUNCT
sc-1169	85	9	the	the	DET
sc-1169	85	10	process	process	NOUN
sc-1169	85	11	of	of	ADP
sc-1169	85	12	data	datum	NOUN
sc-1169	85	13	acquisition	acquisition	NOUN
sc-1169	85	14	worked	work	VERB
sc-1169	85	15	satisfactorily	satisfactorily	ADV
sc-1169	85	16	with	with	ADP
sc-1169	85	17	a	a	DET
sc-1169	85	18	single	single	ADJ
sc-1169	85	19	watch	watch	NOUN
sc-1169	85	20	.	.	PUNCT
sc-1169	86	1	in	in	ADP
sc-1169	86	2	the	the	DET
sc-1169	86	3	study	study	NOUN
sc-1169	86	4	,	,	PUNCT
sc-1169	86	5	however	however	ADV
sc-1169	86	6	,	,	PUNCT
sc-1169	86	7	thirty	thirty	NUM
sc-1169	86	8	watches	watch	NOUN
sc-1169	86	9	would	would	AUX
sc-1169	86	10	be	be	AUX
sc-1169	86	11	deployed	deploy	VERB
sc-1169	86	12	simultaneously	simultaneously	ADV
sc-1169	86	13	.	.	PUNCT
sc-1169	87	1	each	each	DET
sc-1169	87	2	watch	watch	NOUN
sc-1169	87	3	expects	expect	VERB
sc-1169	87	4	to	to	PART
sc-1169	87	5	pair	pair	VERB
sc-1169	87	6	with	with	ADP
sc-1169	87	7	a	a	DET
sc-1169	87	8	phone	phone	NOUN
sc-1169	87	9	but	but	CCONJ
sc-1169	87	10	the	the	DET
sc-1169	87	11	current	current	ADJ
sc-1169	87	12	phone	phone	NOUN
sc-1169	87	13	app	app	NOUN
sc-1169	87	14	does	do	AUX
sc-1169	87	15	not	not	PART
sc-1169	87	16	support	support	VERB
sc-1169	87	17	multiple	multiple	ADJ
sc-1169	87	18	watches	watch	NOUN
sc-1169	87	19	or	or	CCONJ
sc-1169	87	20	multiple	multiple	ADJ
sc-1169	87	21	users	user	NOUN
sc-1169	87	22	.	.	PUNCT
sc-1169	88	1	in	in	ADP
sc-1169	88	2	order	order	NOUN
sc-1169	88	3	to	to	PART
sc-1169	88	4	synchronise	synchronise	VERB
sc-1169	88	5	data	datum	NOUN
sc-1169	88	6	from	from	ADP
sc-1169	88	7	more	more	ADJ
sc-1169	88	8	than	than	ADP
sc-1169	88	9	one	one	NUM
sc-1169	88	10	watch	watch	NOUN
sc-1169	88	11	with	with	ADP
sc-1169	88	12	a	a	DET
sc-1169	88	13	single	single	ADJ
sc-1169	88	14	phone	phone	NOUN
sc-1169	88	15	,	,	PUNCT
sc-1169	88	16	it	it	PRON
sc-1169	88	17	is	be	AUX
sc-1169	88	18	necessary	necessary	ADJ
sc-1169	88	19	to	to	PART
sc-1169	88	20	first	first	ADV
sc-1169	88	21	create	create	VERB
sc-1169	88	22	separate	separate	ADJ
sc-1169	88	23	user	user	NOUN
sc-1169	88	24	accounts	account	NOUN
sc-1169	88	25	for	for	ADP
sc-1169	88	26	the	the	DET
sc-1169	88	27	different	different	ADJ
sc-1169	88	28	watches	watch	NOUN
sc-1169	88	29	.	.	PUNCT
sc-1169	89	1	then	then	ADV
sc-1169	89	2	to	to	PART
sc-1169	89	3	synchronise	synchronise	VERB
sc-1169	89	4	,	,	PUNCT
sc-1169	89	5	the	the	DET
sc-1169	89	6	phone	phone	NOUN
sc-1169	89	7	and	and	CCONJ
sc-1169	89	8	watch	watch	NOUN
sc-1169	89	9	must	must	AUX
sc-1169	89	10	be	be	AUX
sc-1169	89	11	paired	pair	VERB
sc-1169	89	12	and	and	CCONJ
sc-1169	89	13	the	the	DET
sc-1169	89	14	account	account	NOUN
sc-1169	89	15	details	detail	NOUN
sc-1169	89	16	entered	enter	VERB
sc-1169	89	17	into	into	ADP
sc-1169	89	18	the	the	DET
sc-1169	89	19	app	app	NOUN
sc-1169	89	20	.	.	PUNCT
sc-1169	90	1	once	once	ADV
sc-1169	90	2	synchronisation	synchronisation	NOUN
sc-1169	90	3	is	be	AUX
sc-1169	90	4	complete	complete	ADJ
sc-1169	90	5	,	,	PUNCT
sc-1169	90	6	the	the	DET
sc-1169	90	7	account	account	NOUN
sc-1169	90	8	details	detail	NOUN
sc-1169	90	9	must	must	AUX
sc-1169	90	10	be	be	AUX
sc-1169	90	11	deleted	delete	VERB
sc-1169	90	12	and	and	CCONJ
sc-1169	90	13	the	the	DET
sc-1169	90	14	watch	watch	NOUN
sc-1169	90	15	unpaired	unpaire	VERB
sc-1169	90	16	in	in	ADP
sc-1169	90	17	order	order	NOUN
sc-1169	90	18	to	to	PART
sc-1169	90	19	repeat	repeat	VERB
sc-1169	90	20	the	the	DET
sc-1169	90	21	process	process	NOUN
sc-1169	90	22	with	with	ADP
sc-1169	90	23	another	another	DET
sc-1169	90	24	device	device	NOUN
sc-1169	90	25	.	.	PUNCT
sc-1169	91	1	this	this	PRON
sc-1169	91	2	is	be	AUX
sc-1169	91	3	not	not	PART
sc-1169	91	4	a	a	DET
sc-1169	91	5	procedure	procedure	NOUN
sc-1169	91	6	that	that	PRON
sc-1169	91	7	one	one	PRON
sc-1169	91	8	would	would	AUX
sc-1169	91	9	wish	wish	VERB
sc-1169	91	10	to	to	PART
sc-1169	91	11	repeat	repeat	VERB
sc-1169	91	12	daily	daily	ADV
sc-1169	91	13	.	.	PUNCT
sc-1169	92	1	the	the	DET
sc-1169	92	2	watch	watch	NOUN
sc-1169	92	3	is	be	AUX
sc-1169	92	4	capable	capable	ADJ
sc-1169	92	5	,	,	PUNCT
sc-1169	92	6	however	however	ADV
sc-1169	92	7	,	,	PUNCT
sc-1169	92	8	of	of	ADP
sc-1169	92	9	buffering	buffer	VERB
sc-1169	92	10	at	at	ADV
sc-1169	92	11	least	least	ADJ
sc-1169	92	12	a	a	PRON
sc-1169	92	13	week	week	NOUN
sc-1169	92	14	’s	’s	PART
sc-1169	92	15	worth	worth	NOUN
sc-1169	92	16	of	of	ADP
sc-1169	92	17	data	datum	NOUN
sc-1169	92	18	although	although	SCONJ
sc-1169	92	19	the	the	DET
sc-1169	92	20	time	time	NOUN
sc-1169	92	21	taken	take	VERB
sc-1169	92	22	to	to	PART
sc-1169	92	23	upload	upload	VERB
sc-1169	92	24	this	this	PRON
sc-1169	92	25	via	via	ADP
sc-1169	92	26	the	the	DET
sc-1169	92	27	bluetooth	bluetooth	PROPN
sc-1169	92	28	link	link	NOUN
sc-1169	92	29	can	can	AUX
sc-1169	92	30	be	be	AUX
sc-1169	92	31	quite	quite	ADV
sc-1169	92	32	lengthy	lengthy	ADJ
sc-1169	92	33	.	.	PUNCT
sc-1169	93	1	a	a	DET
sc-1169	93	2	simple	simple	ADJ
sc-1169	93	3	solution	solution	NOUN
sc-1169	93	4	to	to	ADP
sc-1169	93	5	the	the	DET
sc-1169	93	6	multiple	multiple	ADJ
sc-1169	93	7	unit	unit	NOUN
sc-1169	93	8	problem	problem	NOUN
sc-1169	93	9	would	would	AUX
sc-1169	93	10	be	be	AUX
sc-1169	93	11	to	to	PART
sc-1169	93	12	provision	provision	VERB
sc-1169	93	13	a	a	DET
sc-1169	93	14	phone	phone	NOUN
sc-1169	93	15	for	for	ADP
sc-1169	93	16	every	every	DET
sc-1169	93	17	participant	participant	NOUN
sc-1169	93	18	.	.	PUNCT
sc-1169	94	1	this	this	PRON
sc-1169	94	2	increases	increase	VERB
sc-1169	94	3	the	the	DET
sc-1169	94	4	equipment	equipment	NOUN
sc-1169	94	5	costs	cost	NOUN
sc-1169	94	6	and	and	CCONJ
sc-1169	94	7	is	be	AUX
sc-1169	94	8	wasteful	wasteful	ADJ
sc-1169	94	9	given	give	VERB
sc-1169	94	10	that	that	SCONJ
sc-1169	94	11	the	the	DET
sc-1169	94	12	phone	phone	NOUN
sc-1169	94	13	’s	’s	PART
sc-1169	94	14	capabilities	capability	NOUN
sc-1169	94	15	would	would	AUX
sc-1169	94	16	otherwise	otherwise	ADV
sc-1169	94	17	not	not	PART
sc-1169	94	18	be	be	AUX
sc-1169	94	19	required	require	VERB
sc-1169	94	20	.	.	PUNCT
sc-1169	95	1	single	single	ADJ
sc-1169	95	2	-	-	PUNCT
sc-1169	95	3	board	board	NOUN
sc-1169	95	4	computers	computer	NOUN
sc-1169	95	5	running	run	VERB
sc-1169	95	6	android	android	PROPN
sc-1169	95	7	os	os	PROPN
sc-1169	95	8	were	be	AUX
sc-1169	95	9	considered	consider	VERB
sc-1169	95	10	for	for	ADP
sc-1169	95	11	an	an	DET
sc-1169	95	12	alternative	alternative	ADJ
sc-1169	95	13	solution	solution	NOUN
sc-1169	95	14	.	.	PUNCT
sc-1169	96	1	the	the	DET
sc-1169	96	2	most	most	ADV
sc-1169	96	3	cost	cost	NOUN
sc-1169	96	4	-	-	PUNCT
sc-1169	96	5	effective	effective	ADJ
sc-1169	96	6	options	option	NOUN
sc-1169	96	7	being	be	AUX
sc-1169	96	8	media	media	NOUN
sc-1169	96	9	-	-	PUNCT
sc-1169	96	10	streaming	stream	VERB
sc-1169	96	11	android	android	NOUN
sc-1169	96	12	boxes	box	NOUN
sc-1169	96	13	which	which	PRON
sc-1169	96	14	,	,	PUNCT
sc-1169	96	15	at	at	ADP
sc-1169	96	16	the	the	DET
sc-1169	96	17	time	time	NOUN
sc-1169	96	18	of	of	ADP
sc-1169	96	19	writing	writing	NOUN
sc-1169	96	20	,	,	PUNCT
sc-1169	96	21	can	can	AUX
sc-1169	96	22	be	be	AUX
sc-1169	96	23	sourced	source	VERB
sc-1169	96	24	for	for	ADP
sc-1169	96	25	as	as	ADV
sc-1169	96	26	little	little	ADJ
sc-1169	96	27	as	as	ADP
sc-1169	96	28	£	£	SYM
sc-1169	96	29	20	20	NUM
sc-1169	96	30	.	.	PUNCT
sc-1169	97	1	these	these	DET
sc-1169	97	2	devices	device	NOUN
sc-1169	97	3	require	require	VERB
sc-1169	97	4	an	an	DET
sc-1169	97	5	hdmi	hdmi	NOUN
sc-1169	97	6	monitor	monitor	NOUN
sc-1169	97	7	to	to	PART
sc-1169	97	8	set	set	VERB
sc-1169	97	9	-	-	PUNCT
sc-1169	97	10	up	up	NOUN
sc-1169	97	11	initially	initially	ADV
sc-1169	97	12	,	,	PUNCT
sc-1169	97	13	but	but	CCONJ
sc-1169	97	14	can	can	AUX
sc-1169	97	15	then	then	ADV
sc-1169	97	16	be	be	AUX
sc-1169	97	17	left	leave	VERB
sc-1169	97	18	to	to	PART
sc-1169	97	19	operate	operate	VERB
sc-1169	97	20	without	without	ADP
sc-1169	97	21	a	a	DET
sc-1169	97	22	display	display	NOUN
sc-1169	97	23	and	and	CCONJ
sc-1169	97	24	will	will	AUX
sc-1169	97	25	automatically	automatically	ADV
sc-1169	97	26	upload	upload	VERB
sc-1169	97	27	data	datum	NOUN
sc-1169	97	28	from	from	ADP
sc-1169	97	29	the	the	DET
sc-1169	97	30	watch	watch	NOUN
sc-1169	97	31	to	to	ADP
sc-1169	97	32	the	the	DET
sc-1169	97	33	internet	internet	NOUN
sc-1169	97	34	at	at	ADP
sc-1169	97	35	regular	regular	ADJ
sc-1169	97	36	intervals	interval	NOUN
sc-1169	97	37	.	.	PUNCT
sc-1169	98	1	5	5	X
sc-1169	98	2	.	.	X
sc-1169	98	3	pilot	pilot	NOUN
sc-1169	98	4	testing	testing	NOUN
sc-1169	98	5	and	and	CCONJ
sc-1169	98	6	visual	visual	ADJ
sc-1169	98	7	analytics	analytic	NOUN
sc-1169	98	8	as	as	ADP
sc-1169	98	9	part	part	NOUN
sc-1169	98	10	of	of	ADP
sc-1169	98	11	the	the	DET
sc-1169	98	12	technological	technological	ADJ
sc-1169	98	13	pilot	pilot	NOUN
sc-1169	98	14	testing	testing	NOUN
sc-1169	98	15	,	,	PUNCT
sc-1169	98	16	researchers	researcher	NOUN
sc-1169	98	17	wore	wear	VERB
sc-1169	98	18	the	the	DET
sc-1169	98	19	basis	basis	NOUN
sc-1169	98	20	peak	peak	NOUN
sc-1169	98	21	watches	watch	NOUN
sc-1169	98	22	for	for	ADP
sc-1169	98	23	periods	period	NOUN
sc-1169	98	24	of	of	ADP
sc-1169	98	25	several	several	ADJ
sc-1169	98	26	days	day	NOUN
sc-1169	98	27	and	and	CCONJ
sc-1169	98	28	weeks	week	NOUN
sc-1169	98	29	.	.	PUNCT
sc-1169	99	1	reliability	reliability	NOUN
sc-1169	99	2	is	be	AUX
sc-1169	99	3	a	a	DET
sc-1169	99	4	common	common	ADJ
sc-1169	99	5	problem	problem	NOUN
sc-1169	99	6	with	with	ADP
sc-1169	99	7	ambulatory	ambulatory	ADJ
sc-1169	99	8	sensing	sensing	NOUN
sc-1169	99	9	especially	especially	ADV
sc-1169	99	10	with	with	ADP
sc-1169	99	11	sensors	sensor	NOUN
sc-1169	99	12	requiring	require	VERB
sc-1169	99	13	skin	skin	NOUN
sc-1169	99	14	contact	contact	NOUN
sc-1169	99	15	:	:	PUNCT
sc-1169	99	16	pulse	pulse	NOUN
sc-1169	99	17	rate	rate	NOUN
sc-1169	99	18	,	,	PUNCT
sc-1169	99	19	eda	eda	PROPN
sc-1169	99	20	and	and	CCONJ
sc-1169	99	21	skin	skin	NOUN
sc-1169	99	22	temperature	temperature	NOUN
sc-1169	99	23	in	in	ADP
sc-1169	99	24	this	this	DET
sc-1169	99	25	case	case	NOUN
sc-1169	99	26	.	.	PUNCT
sc-1169	100	1	however	however	ADV
sc-1169	100	2	,	,	PUNCT
sc-1169	100	3	analysis	analysis	NOUN
sc-1169	100	4	of	of	ADP
sc-1169	100	5	the	the	DET
sc-1169	100	6	raw	raw	ADJ
sc-1169	100	7	sensor	sensor	NOUN
sc-1169	100	8	data	datum	NOUN
sc-1169	100	9	revealed	reveal	VERB
sc-1169	100	10	fairly	fairly	ADV
sc-1169	100	11	good	good	ADJ
sc-1169	100	12	performance	performance	NOUN
sc-1169	100	13	with	with	ADP
sc-1169	100	14	90	90	NUM
sc-1169	100	15	%	%	NOUN
sc-1169	100	16	of	of	ADP
sc-1169	100	17	sensor	sensor	NOUN
sc-1169	100	18	losses	loss	NOUN
sc-1169	100	19	lasting	last	VERB
sc-1169	100	20	less	less	ADJ
sc-1169	100	21	than	than	ADP
sc-1169	100	22	five	five	NUM
sc-1169	100	23	minutes	minute	NOUN
sc-1169	100	24	.	.	PUNCT
sc-1169	101	1	for	for	ADP
sc-1169	101	2	the	the	DET
sc-1169	101	3	purposes	purpose	NOUN
sc-1169	101	4	of	of	ADP
sc-1169	101	5	study	study	NOUN
sc-1169	101	6	monitoring	monitoring	NOUN
sc-1169	101	7	,	,	PUNCT
sc-1169	101	8	it	it	PRON
sc-1169	101	9	was	be	AUX
sc-1169	101	10	judged	judge	VERB
sc-1169	101	11	that	that	SCONJ
sc-1169	101	12	this	this	DET
sc-1169	101	13	missing	miss	VERB
sc-1169	101	14	data	datum	NOUN
sc-1169	101	15	could	could	AUX
sc-1169	101	16	be	be	AUX
sc-1169	101	17	approximated	approximate	VERB
sc-1169	101	18	by	by	ADP
sc-1169	101	19	interpolation	interpolation	NOUN
sc-1169	101	20	.	.	PUNCT
sc-1169	102	1	data	datum	NOUN
sc-1169	102	2	recorded	record	VERB
sc-1169	102	3	during	during	ADP
sc-1169	102	4	different	different	ADJ
sc-1169	102	5	examples	example	NOUN
sc-1169	102	6	of	of	ADP
sc-1169	102	7	fairly	fairly	ADV
sc-1169	102	8	intense	intense	ADJ
sc-1169	102	9	activity	activity	NOUN
sc-1169	102	10	are	be	AUX
sc-1169	102	11	plotted	plot	VERB
sc-1169	102	12	in	in	ADP
sc-1169	102	13	figure	figure	NOUN
sc-1169	102	14	1	1	NUM
sc-1169	102	15	and	and	CCONJ
sc-1169	102	16	show	show	VERB
sc-1169	102	17	the	the	DET
sc-1169	102	18	result	result	NOUN
sc-1169	102	19	of	of	ADP
sc-1169	102	20	this	this	DET
sc-1169	102	21	processing	processing	NOUN
sc-1169	102	22	.	.	PUNCT
sc-1169	103	1	raw	raw	ADJ
sc-1169	103	2	data	datum	NOUN
sc-1169	103	3	for	for	ADP
sc-1169	103	4	both	both	CCONJ
sc-1169	103	5	eda	eda	PROPN
sc-1169	103	6	and	and	CCONJ
sc-1169	103	7	pulse	pulse	NOUN
sc-1169	103	8	rate	rate	NOUN
sc-1169	103	9	exhibits	exhibit	VERB
sc-1169	103	10	several	several	ADJ
sc-1169	103	11	short	short	ADJ
sc-1169	103	12	losses	loss	NOUN
sc-1169	103	13	.	.	PUNCT
sc-1169	104	1	the	the	DET
sc-1169	104	2	filtered	filter	VERB
sc-1169	104	3	data	datum	NOUN
sc-1169	104	4	was	be	AUX
sc-1169	104	5	processed	process	VERB
sc-1169	104	6	by	by	ADP
sc-1169	104	7	averaging	average	VERB
sc-1169	104	8	valid	valid	ADJ
sc-1169	104	9	samples	sample	NOUN
sc-1169	104	10	within	within	ADP
sc-1169	104	11	a	a	DET
sc-1169	104	12	cosine	cosine	NOUN
sc-1169	104	13	-	-	PUNCT
sc-1169	104	14	squared	square	VERB
sc-1169	104	15	windowed	windowed	ADJ
sc-1169	104	16	block	block	NOUN
sc-1169	104	17	of	of	ADP
sc-1169	104	18	30	30	NUM
sc-1169	104	19	minutes	minute	NOUN
sc-1169	104	20	duration	duration	NOUN
sc-1169	104	21	.	.	PUNCT
sc-1169	105	1	also	also	ADV
sc-1169	105	2	shown	show	VERB
sc-1169	105	3	in	in	ADP
sc-1169	105	4	figure	figure	NOUN
sc-1169	105	5	1	1	NUM
sc-1169	105	6	is	be	AUX
sc-1169	105	7	the	the	DET
sc-1169	105	8	‘	'	PUNCT
sc-1169	105	9	expected	expect	VERB
sc-1169	105	10	’	'	PUNCT
sc-1169	105	11	value	value	NOUN
sc-1169	105	12	of	of	ADP
sc-1169	105	13	each	each	DET
sc-1169	105	14	parameter	parameter	NOUN
sc-1169	105	15	calculated	calculate	VERB
sc-1169	105	16	by	by	ADP
sc-1169	105	17	averaging	average	VERB
sc-1169	105	18	the	the	DET
sc-1169	105	19	readings	reading	NOUN
sc-1169	105	20	from	from	ADP
sc-1169	105	21	each	each	PRON
sc-1169	105	22	of	of	ADP
sc-1169	105	23	the	the	DET
sc-1169	105	24	45	45	NUM
sc-1169	105	25	days	day	NOUN
sc-1169	105	26	during	during	ADP
sc-1169	105	27	the	the	DET
sc-1169	105	28	testing	testing	NOUN
sc-1169	105	29	period	period	NOUN
sc-1169	105	30	.	.	PUNCT
sc-1169	106	1	the	the	DET
sc-1169	106	2	data	datum	NOUN
sc-1169	106	3	in	in	ADP
sc-1169	106	4	figure	figure	NOUN
sc-1169	106	5	1(i	1(i	NUM
sc-1169	106	6	)	)	PUNCT
sc-1169	106	7	was	be	AUX
sc-1169	106	8	gathered	gather	VERB
sc-1169	106	9	during	during	ADP
sc-1169	106	10	a	a	DET
sc-1169	106	11	circuit	circuit	NOUN
sc-1169	106	12	training	training	NOUN
sc-1169	106	13	exercise	exercise	NOUN
sc-1169	106	14	class	class	NOUN
sc-1169	106	15	and	and	CCONJ
sc-1169	106	16	,	,	PUNCT
sc-1169	106	17	as	as	SCONJ
sc-1169	106	18	shown	show	VERB
sc-1169	106	19	,	,	PUNCT
sc-1169	106	20	the	the	DET
sc-1169	106	21	steps	step	NOUN
sc-1169	106	22	per	per	ADP
sc-1169	106	23	minute	minute	NOUN
sc-1169	106	24	,	,	PUNCT
sc-1169	106	25	eda	eda	PROPN
sc-1169	106	26	and	and	CCONJ
sc-1169	106	27	pulse	pulse	NOUN
sc-1169	106	28	are	be	AUX
sc-1169	106	29	significantly	significantly	ADV
sc-1169	106	30	higher	high	ADJ
sc-1169	106	31	than	than	ADP
sc-1169	106	32	average	average	ADJ
sc-1169	106	33	.	.	PUNCT
sc-1169	107	1	in	in	ADP
sc-1169	107	2	this	this	DET
sc-1169	107	3	example	example	NOUN
sc-1169	107	4	,	,	PUNCT
sc-1169	107	5	physical	physical	ADJ
sc-1169	107	6	activity	activity	NOUN
sc-1169	107	7	could	could	AUX
sc-1169	107	8	have	have	AUX
sc-1169	107	9	been	be	AUX
sc-1169	107	10	detected	detect	VERB
sc-1169	107	11	from	from	ADP
sc-1169	107	12	the	the	DET
sc-1169	107	13	pedometry	pedometry	NOUN
sc-1169	107	14	data	datum	NOUN
sc-1169	107	15	alone	alone	ADV
sc-1169	107	16	.	.	PUNCT
sc-1169	108	1	however	however	ADV
sc-1169	108	2	,	,	PUNCT
sc-1169	108	3	figure	figure	NOUN
sc-1169	108	4	1(ii	1(ii	NUM
sc-1169	108	5	)	)	PUNCT
sc-1169	108	6	shows	show	VERB
sc-1169	108	7	data	datum	NOUN
sc-1169	108	8	collected	collect	VERB
sc-1169	108	9	from	from	ADP
sc-1169	108	10	a	a	DET
sc-1169	108	11	spin	spin	NOUN
sc-1169	108	12	(	(	PUNCT
sc-1169	108	13	indoor	indoor	ADJ
sc-1169	108	14	cycling	cycling	NOUN
sc-1169	108	15	)	)	PUNCT
sc-1169	108	16	session	session	NOUN
sc-1169	108	17	.	.	PUNCT
sc-1169	109	1	in	in	ADP
sc-1169	109	2	this	this	DET
sc-1169	109	3	case	case	NOUN
sc-1169	109	4	,	,	PUNCT
sc-1169	109	5	the	the	DET
sc-1169	109	6	wrist	wrist	NOUN
sc-1169	109	7	remains	remain	VERB
sc-1169	109	8	virtually	virtually	ADV
sc-1169	109	9	static	static	ADJ
sc-1169	109	10	so	so	SCONJ
sc-1169	109	11	the	the	DET
sc-1169	109	12	accelerometer	accelerometer	NOUN
sc-1169	109	13	senses	sense	NOUN
sc-1169	109	14	very	very	ADV
sc-1169	109	15	low	low	ADJ
sc-1169	109	16	activity	activity	NOUN
sc-1169	109	17	.	.	PUNCT
sc-1169	110	1	figure	figure	NOUN
sc-1169	110	2	2	2	NUM
sc-1169	110	3	:	:	PUNCT
sc-1169	110	4	example	example	NOUN
sc-1169	110	5	of	of	ADP
sc-1169	110	6	motion	motion	NOUN
sc-1169	110	7	chart	chart	NOUN
sc-1169	110	8	visualisation	visualisation	NOUN
sc-1169	110	9	of	of	ADP
sc-1169	110	10	45	45	NUM
sc-1169	110	11	days	day	NOUN
sc-1169	110	12	of	of	ADP
sc-1169	110	13	data	datum	NOUN
sc-1169	110	14	.	.	PUNCT
sc-1169	111	1	it	it	PRON
sc-1169	111	2	is	be	AUX
sc-1169	111	3	only	only	ADV
sc-1169	111	4	the	the	DET
sc-1169	111	5	eda	eda	PROPN
sc-1169	111	6	and	and	CCONJ
sc-1169	111	7	pulse	pulse	PROPN
sc-1169	111	8	data	datum	NOUN
sc-1169	111	9	that	that	PRON
sc-1169	111	10	show	show	VERB
sc-1169	111	11	evidence	evidence	NOUN
sc-1169	111	12	of	of	ADP
sc-1169	111	13	significant	significant	ADJ
sc-1169	111	14	physical	physical	ADJ
sc-1169	111	15	exertion	exertion	NOUN
sc-1169	111	16	.	.	PUNCT
sc-1169	112	1	relationships	relationship	NOUN
sc-1169	112	2	between	between	ADP
sc-1169	112	3	the	the	DET
sc-1169	112	4	multiple	multiple	ADJ
sc-1169	112	5	sensed	sense	VERB
sc-1169	112	6	parameters	parameter	NOUN
sc-1169	112	7	were	be	AUX
sc-1169	112	8	visualised	visualise	VERB
sc-1169	112	9	using	use	VERB
sc-1169	112	10	google	google	PROPN
sc-1169	112	11	’s	’s	PART
sc-1169	112	12	motion	motion	NOUN
sc-1169	112	13	chart	chart	NOUN
sc-1169	113	1	[	[	X
sc-1169	113	2	3	3	NUM
sc-1169	113	3	]	]	X
sc-1169	113	4	dynamic	dynamic	ADJ
sc-1169	113	5	visualisation	visualisation	NOUN
sc-1169	113	6	tool	tool	NOUN
sc-1169	113	7	.	.	PUNCT
sc-1169	114	1	figure	figure	NOUN
sc-1169	114	2	2	2	NUM
sc-1169	114	3	shows	show	VERB
sc-1169	114	4	a	a	DET
sc-1169	114	5	snapshot	snapshot	NOUN
sc-1169	114	6	.	.	PUNCT
sc-1169	115	1	each	each	DET
sc-1169	115	2	‘	'	PUNCT
sc-1169	115	3	bubble	bubble	NOUN
sc-1169	115	4	’	'	PUNCT
sc-1169	115	5	represents	represent	VERB
sc-1169	115	6	data	datum	NOUN
sc-1169	115	7	from	from	ADP
sc-1169	115	8	a	a	DET
sc-1169	115	9	different	different	ADJ
sc-1169	115	10	day	day	NOUN
sc-1169	115	11	,	,	PUNCT
sc-1169	115	12	bubble	bubble	NOUN
sc-1169	115	13	size	size	NOUN
sc-1169	115	14	varies	vary	VERB
sc-1169	115	15	according	accord	VERB
sc-1169	115	16	to	to	ADP
sc-1169	115	17	eda	eda	PROPN
sc-1169	115	18	and	and	CCONJ
sc-1169	115	19	colour	colour	NOUN
sc-1169	115	20	according	accord	VERB
sc-1169	115	21	to	to	ADP
sc-1169	115	22	skin	skin	NOUN
sc-1169	115	23	temperature	temperature	NOUN
sc-1169	115	24	.	.	PUNCT
sc-1169	116	1	animating	animate	VERB
sc-1169	116	2	over	over	ADP
sc-1169	116	3	the	the	DET
sc-1169	116	4	course	course	NOUN
sc-1169	116	5	of	of	ADP
sc-1169	116	6	24	24	NUM
sc-1169	116	7	hours	hour	NOUN
sc-1169	116	8	reveals	reveal	VERB
sc-1169	116	9	patterns	pattern	NOUN
sc-1169	116	10	of	of	ADP
sc-1169	116	11	behaviour	behaviour	NOUN
sc-1169	116	12	that	that	PRON
sc-1169	116	13	can	can	AUX
sc-1169	116	14	be	be	AUX
sc-1169	116	15	difficult	difficult	ADJ
sc-1169	116	16	to	to	PART
sc-1169	116	17	visualise	visualise	VERB
sc-1169	116	18	by	by	ADP
sc-1169	116	19	other	other	ADJ
sc-1169	116	20	means	mean	NOUN
sc-1169	116	21	.	.	PUNCT
sc-1169	117	1	data	datum	NOUN
sc-1169	117	2	mining	mining	NOUN
sc-1169	117	3	techniques	technique	NOUN
sc-1169	117	4	were	be	AUX
sc-1169	117	5	used	use	VERB
sc-1169	117	6	to	to	PART
sc-1169	117	7	characterise	characterise	VERB
sc-1169	117	8	activities	activity	NOUN
sc-1169	117	9	.	.	PUNCT
sc-1169	118	1	the	the	DET
sc-1169	118	2	example	example	NOUN
sc-1169	118	3	scatter	scatter	NOUN
sc-1169	118	4	plot	plot	NOUN
sc-1169	118	5	in	in	ADP
sc-1169	118	6	figure	figure	NOUN
sc-1169	118	7	3	3	NUM
sc-1169	118	8	shows	show	VERB
sc-1169	118	9	the	the	DET
sc-1169	118	10	results	result	NOUN
sc-1169	118	11	of	of	ADP
sc-1169	118	12	k	k	ADJ
sc-1169	118	13	-means	-mean	NOUN
sc-1169	118	14	clustering	cluster	VERB
sc-1169	118	15	.	.	PUNCT
sc-1169	119	1	here	here	ADV
sc-1169	119	2	the	the	DET
sc-1169	119	3	data	datum	NOUN
sc-1169	119	4	has	have	AUX
sc-1169	119	5	mostly	mostly	ADV
sc-1169	119	6	been	be	AUX
sc-1169	119	7	segregated	segregate	VERB
sc-1169	119	8	across	across	ADP
sc-1169	119	9	the	the	DET
sc-1169	119	10	pulse	pulse	NOUN
sc-1169	119	11	/	/	SYM
sc-1169	119	12	skin	skin	NOUN
sc-1169	119	13	-	-	PUNCT
sc-1169	119	14	temperature	temperature	NOUN
sc-1169	119	15	plane	plane	NOUN
sc-1169	119	16	.	.	PUNCT
sc-1169	120	1	cluster	cluster	NOUN
sc-1169	120	2	c6	c6	PROPN
sc-1169	120	3	,	,	PUNCT
sc-1169	120	4	however	however	ADV
sc-1169	120	5	,	,	PUNCT
sc-1169	120	6	appears	appear	VERB
sc-1169	120	7	to	to	PART
sc-1169	120	8	overlap	overlap	VERB
sc-1169	120	9	with	with	ADP
sc-1169	120	10	several	several	ADJ
sc-1169	120	11	other	other	ADJ
sc-1169	120	12	clusters	cluster	NOUN
sc-1169	120	13	but	but	CCONJ
sc-1169	120	14	,	,	PUNCT
sc-1169	120	15	in	in	ADP
sc-1169	120	16	fact	fact	NOUN
sc-1169	120	17	,	,	PUNCT
sc-1169	120	18	is	be	AUX
sc-1169	120	19	differentiated	differentiate	VERB
sc-1169	120	20	by	by	ADP
sc-1169	120	21	a	a	DET
sc-1169	120	22	higher	high	ADJ
sc-1169	120	23	steps	step	NOUN
sc-1169	120	24	-	-	PUNCT
sc-1169	120	25	per	per	ADP
sc-1169	120	26	-	-	PUNCT
sc-1169	120	27	minute	minute	NOUN
sc-1169	120	28	parameter	parameter	NOUN
sc-1169	120	29	.	.	PUNCT
sc-1169	121	1	6	6	NUM
sc-1169	121	2	.	.	X
sc-1169	121	3	conclusions	conclusion	NOUN
sc-1169	121	4	careful	careful	ADJ
sc-1169	121	5	device	device	NOUN
sc-1169	121	6	selection	selection	NOUN
sc-1169	121	7	decisions	decision	NOUN
sc-1169	121	8	,	,	PUNCT
sc-1169	121	9	including	include	VERB
sc-1169	121	10	timely	timely	ADJ
sc-1169	121	11	consideration	consideration	NOUN
sc-1169	121	12	of	of	ADP
sc-1169	121	13	practical	practical	ADJ
sc-1169	121	14	implementation	implementation	NOUN
sc-1169	121	15	issues	issue	NOUN
sc-1169	121	16	,	,	PUNCT
sc-1169	121	17	are	be	AUX
sc-1169	121	18	important	important	ADJ
sc-1169	121	19	to	to	ADP
sc-1169	121	20	the	the	DET
sc-1169	121	21	design	design	NOUN
sc-1169	121	22	of	of	ADP
sc-1169	121	23	monitoring	monitor	VERB
sc-1169	121	24	studies	study	NOUN
sc-1169	121	25	.	.	PUNCT
sc-1169	122	1	with	with	ADP
sc-1169	122	2	devices	device	NOUN
sc-1169	122	3	evolving	evolve	VERB
sc-1169	122	4	very	very	ADV
sc-1169	122	5	quickly	quickly	ADV
sc-1169	122	6	there	there	PRON
sc-1169	122	7	is	be	VERB
sc-1169	122	8	,	,	PUNCT
sc-1169	122	9	necessarily	necessarily	ADV
sc-1169	122	10	,	,	PUNCT
sc-1169	122	11	a	a	DET
sc-1169	122	12	new	new	ADJ
sc-1169	122	13	improved	improved	ADJ
sc-1169	122	14	option	option	NOUN
sc-1169	122	15	near	near	ADP
sc-1169	122	16	-	-	PUNCT
sc-1169	122	17	market	market	NOUN
sc-1169	122	18	or	or	CCONJ
sc-1169	122	19	another	another	PRON
sc-1169	122	20	just	just	ADV
sc-1169	122	21	arrived	arrive	VERB
sc-1169	122	22	but	but	CCONJ
sc-1169	122	23	too	too	ADV
sc-1169	122	24	late	late	ADJ
sc-1169	122	25	for	for	ADP
sc-1169	122	26	adoption	adoption	NOUN
sc-1169	122	27	.	.	PUNCT
sc-1169	123	1	waiting	wait	VERB
sc-1169	123	2	for	for	ADP
sc-1169	123	3	the	the	DET
sc-1169	123	4	ideal	ideal	ADJ
sc-1169	123	5	device	device	NOUN
sc-1169	123	6	could	could	AUX
sc-1169	123	7	take	take	VERB
sc-1169	123	8	years	year	NOUN
sc-1169	123	9	and	and	CCONJ
sc-1169	123	10	,	,	PUNCT
sc-1169	123	11	with	with	ADP
sc-1169	123	12	crises	crisis	NOUN
sc-1169	123	13	in	in	ADP
sc-1169	123	14	dementia	dementia	NOUN
sc-1169	123	15	care	care	VERB
sc-1169	123	16	from	from	ADP
sc-1169	123	17	the	the	DET
sc-1169	123	18	scale	scale	NOUN
sc-1169	123	19	of	of	ADP
sc-1169	123	20	demands	demand	NOUN
sc-1169	123	21	in	in	ADP
sc-1169	123	22	our	our	PRON
sc-1169	123	23	aging	age	VERB
sc-1169	123	24	societies	society	NOUN
sc-1169	123	25	,	,	PUNCT
sc-1169	123	26	there	there	PRON
sc-1169	123	27	is	be	VERB
sc-1169	123	28	a	a	DET
sc-1169	123	29	need	need	NOUN
sc-1169	123	30	to	to	PART
sc-1169	123	31	make	make	VERB
sc-1169	123	32	the	the	DET
sc-1169	123	33	best	good	ADJ
sc-1169	123	34	of	of	ADP
sc-1169	123	35	currently	currently	ADV
sc-1169	123	36	available	available	ADJ
sc-1169	123	37	technology	technology	NOUN
sc-1169	123	38	.	.	PUNCT
sc-1169	124	1	careful	careful	ADJ
sc-1169	124	2	assessment	assessment	NOUN
sc-1169	124	3	of	of	ADP
sc-1169	124	4	deployment	deployment	NOUN
sc-1169	124	5	challenges	challenge	NOUN
sc-1169	124	6	has	have	VERB
sc-1169	124	7	the	the	DET
sc-1169	124	8	potential	potential	NOUN
sc-1169	124	9	to	to	PART
sc-1169	124	10	contribute	contribute	VERB
sc-1169	124	11	by	by	ADP
sc-1169	124	12	substantially	substantially	ADV
sc-1169	124	13	reducing	reduce	VERB
sc-1169	124	14	obstacles	obstacle	NOUN
sc-1169	124	15	to	to	ADP
sc-1169	124	16	effective	effective	ADJ
sc-1169	124	17	study	study	NOUN
sc-1169	124	18	adoption	adoption	NOUN
sc-1169	124	19	of	of	ADP
sc-1169	124	20	new	new	ADJ
sc-1169	124	21	technologies	technology	NOUN
sc-1169	124	22	.	.	PUNCT
sc-1169	125	1	in	in	ADP
sc-1169	125	2	addition	addition	NOUN
sc-1169	125	3	,	,	PUNCT
sc-1169	125	4	pilot	pilot	NOUN
sc-1169	125	5	testing	testing	NOUN
sc-1169	125	6	and	and	CCONJ
sc-1169	125	7	data	datum	NOUN
sc-1169	125	8	analysis	analysis	NOUN
sc-1169	125	9	can	can	AUX
sc-1169	125	10	provide	provide	VERB
sc-1169	125	11	a	a	DET
sc-1169	125	12	degree	degree	NOUN
sc-1169	125	13	of	of	ADP
sc-1169	125	14	confidence	confidence	NOUN
sc-1169	125	15	in	in	ADP
sc-1169	125	16	terms	term	NOUN
sc-1169	125	17	of	of	ADP
sc-1169	125	18	system	system	NOUN
sc-1169	125	19	robustness	robustness	NOUN
sc-1169	125	20	and	and	CCONJ
sc-1169	125	21	data	datum	NOUN
sc-1169	125	22	processing	processing	NOUN
sc-1169	125	23	requirements	requirement	NOUN
sc-1169	125	24	with	with	ADP
sc-1169	125	25	visual	visual	ADJ
sc-1169	125	26	analytics	analytic	NOUN
sc-1169	125	27	and	and	CCONJ
sc-1169	125	28	data	datum	NOUN
sc-1169	125	29	mining	mining	NOUN
sc-1169	125	30	providing	provide	VERB
sc-1169	125	31	insights	insight	NOUN
sc-1169	125	32	into	into	ADP
sc-1169	125	33	the	the	DET
sc-1169	125	34	substance	substance	NOUN
sc-1169	125	35	of	of	ADP
sc-1169	125	36	sensed	sense	VERB
sc-1169	125	37	recordings	recording	NOUN
sc-1169	125	38	.	.	PUNCT
sc-1169	126	1	7	7	X
sc-1169	126	2	.	.	X
sc-1169	126	3	acknowledgments	acknowledgment	NOUN
sc-1169	126	4	this	this	DET
sc-1169	126	5	work	work	NOUN
sc-1169	126	6	was	be	AUX
sc-1169	126	7	funded	fund	VERB
sc-1169	126	8	,	,	PUNCT
sc-1169	126	9	in	in	ADP
sc-1169	126	10	part	part	NOUN
sc-1169	126	11	,	,	PUNCT
sc-1169	126	12	by	by	ADP
sc-1169	126	13	the	the	DET
sc-1169	126	14	european	european	PROPN
sc-1169	126	15	union	union	PROPN
sc-1169	126	16	through	through	ADP
sc-1169	126	17	a	a	DET
sc-1169	126	18	european	european	ADJ
sc-1169	126	19	regional	regional	PROPN
sc-1169	126	20	development	development	NOUN
sc-1169	126	21	fund	fund	NOUN
sc-1169	126	22	accelerating	accelerate	VERB
sc-1169	126	23	business	business	NOUN
sc-1169	126	24	knowledge	knowledge	NOUN
sc-1169	126	25	base	base	NOUN
sc-1169	126	26	activity	activity	NOUN
sc-1169	126	27	award	award	NOUN
sc-1169	126	28	in	in	ADP
sc-1169	126	29	collaboration	collaboration	NOUN
sc-1169	126	30	with	with	ADP
sc-1169	126	31	care	care	NOUN
sc-1169	126	32	companions	companions	PROPN
sc-1169	126	33	ltd	ltd	PROPN
sc-1169	126	34	.	.	PROPN
sc-1169	126	35	figure	figure	NOUN
sc-1169	126	36	3	3	NUM
sc-1169	126	37	:	:	PUNCT
sc-1169	126	38	results	result	NOUN
sc-1169	126	39	from	from	ADP
sc-1169	126	40	k	k	ADJ
sc-1169	126	41	-	-	PUNCT
sc-1169	126	42	means	means	NOUN
sc-1169	126	43	clustering	clustering	NOUN
sc-1169	126	44	of	of	ADP
sc-1169	126	45	45	45	NUM
sc-1169	126	46	days	day	NOUN
sc-1169	126	47	of	of	ADP
sc-1169	126	48	data	datum	NOUN
sc-1169	126	49	.	.	PUNCT
sc-1169	127	1	(	(	PUNCT
sc-1169	127	2	point	point	NOUN
sc-1169	127	3	colours	colour	NOUN
sc-1169	127	4	correspond	correspond	VERB
sc-1169	127	5	to	to	ADP
sc-1169	127	6	clusters	clusters	PROPN
sc-1169	127	7	c1	c1	PROPN
sc-1169	127	8	-	-	PUNCT
sc-1169	127	9	8	8	NUM
sc-1169	127	10	;	;	PUNCT
sc-1169	127	11	point	point	NOUN
sc-1169	127	12	size	size	NOUN
sc-1169	127	13	corresponds	correspond	VERB
sc-1169	127	14	to	to	ADP
sc-1169	127	15	steps	step	NOUN
sc-1169	127	16	-	-	PUNCT
sc-1169	127	17	per	per	ADP
sc-1169	127	18	-	-	PUNCT
sc-1169	127	19	minute	minute	NOUN
sc-1169	127	20	.	.	PUNCT
sc-1169	127	21	)	)	PUNCT
sc-1169	128	1	8	8	NUM
sc-1169	128	2	.	.	PUNCT
sc-1169	128	3	references	reference	NOUN
sc-1169	128	4	[	[	X
sc-1169	128	5	1	1	NUM
sc-1169	128	6	]	]	PUNCT
sc-1169	128	7	basis	basis	NOUN
sc-1169	128	8	.	.	PUNCT
sc-1169	129	1	basis	basis	NOUN
sc-1169	129	2	peak	peak	NOUN
sc-1169	129	3	,	,	PUNCT
sc-1169	129	4	2014	2014	NUM
sc-1169	129	5	.	.	PUNCT
sc-1169	129	6	http://en-gb.mybasis.com/	http://en-gb.mybasis.com/	PROPN
sc-1169	130	1	[	[	X
sc-1169	130	2	accessed	access	VERB
sc-1169	130	3	10	10	NUM
sc-1169	130	4	-	-	PUNCT
sc-1169	130	5	dec-2014	dec-2014	NOUN
sc-1169	130	6	]	]	X
sc-1169	130	7	.	.	PUNCT
sc-1169	131	1	[	[	X
sc-1169	131	2	2	2	NUM
sc-1169	131	3	]	]	PUNCT
sc-1169	131	4	fitbit	fitbit	NOUN
sc-1169	131	5	.	.	PUNCT
sc-1169	132	1	fitbit	fitbit	NOUN
sc-1169	132	2	flex	flex	ADJ
sc-1169	132	3	,	,	PUNCT
sc-1169	132	4	2014	2014	NUM
sc-1169	132	5	.	.	PUNCT
sc-1169	133	1	https://www.fitbit.com/uk/flex	https://www.fitbit.com/uk/flex	NOUN
sc-1169	134	1	[	[	X
sc-1169	134	2	accessed	access	VERB
sc-1169	134	3	10	10	NUM
sc-1169	134	4	-	-	PUNCT
sc-1169	134	5	dec-2014	dec-2014	NOUN
sc-1169	134	6	]	]	X
sc-1169	134	7	.	.	PUNCT
sc-1169	135	1	[	[	X
sc-1169	135	2	3	3	NUM
sc-1169	135	3	]	]	X
sc-1169	135	4	google	google	PROPN
sc-1169	135	5	.	.	PUNCT
sc-1169	135	6	motion	motion	NOUN
sc-1169	135	7	charts	chart	NOUN
sc-1169	135	8	,	,	PUNCT
sc-1169	135	9	2014	2014	NUM
sc-1169	135	10	.	.	PUNCT
sc-1169	136	1	https://developers.google.com/chart/	https://developers.google.com/chart/	PROPN
sc-1169	137	1	[	[	X
sc-1169	137	2	accessed	access	VERB
sc-1169	137	3	17	17	NUM
sc-1169	137	4	-	-	PUNCT
sc-1169	137	5	jun-2015	jun-2015	NOUN
sc-1169	137	6	]	]	PUNCT
sc-1169	137	7	.	.	PUNCT
sc-1169	138	1	[	[	X
sc-1169	138	2	4	4	NUM
sc-1169	138	3	]	]	PUNCT
sc-1169	138	4	jawbone	jawbone	NOUN
sc-1169	138	5	.	.	PUNCT
sc-1169	139	1	jawbone	jawbone	VERB
sc-1169	139	2	up	up	ADP
sc-1169	139	3	,	,	PUNCT
sc-1169	139	4	2014	2014	NUM
sc-1169	139	5	.	.	PUNCT
sc-1169	140	1	https://jawbone.com/up	https://jawbone.com/up	X
sc-1169	141	1	[	[	X
sc-1169	141	2	accessed	access	VERB
sc-1169	141	3	10	10	NUM
sc-1169	141	4	-	-	PUNCT
sc-1169	141	5	dec-2014	dec-2014	NOUN
sc-1169	141	6	]	]	X
sc-1169	141	7	.	.	PUNCT
sc-1169	142	1	[	[	X
sc-1169	142	2	5	5	NUM
sc-1169	142	3	]	]	PUNCT
sc-1169	142	4	m.	m.	NOUN
sc-1169	142	5	s.	s.	PROPN
sc-1169	142	6	mega	mega	PROPN
sc-1169	142	7	,	,	PUNCT
sc-1169	142	8	j.	j.	PROPN
sc-1169	142	9	l.	l.	PROPN
sc-1169	142	10	cummings	cummings	PROPN
sc-1169	142	11	,	,	PUNCT
sc-1169	142	12	t.	t.	PROPN
sc-1169	142	13	fiorello	fiorello	PROPN
sc-1169	142	14	,	,	PUNCT
sc-1169	142	15	and	and	CCONJ
sc-1169	142	16	j.	j.	PROPN
sc-1169	142	17	gornbein	gornbein	PROPN
sc-1169	142	18	.	.	PUNCT
sc-1169	143	1	the	the	DET
sc-1169	143	2	spectrum	spectrum	NOUN
sc-1169	143	3	of	of	ADP
sc-1169	143	4	behavioral	behavioral	ADJ
sc-1169	143	5	changes	change	NOUN
sc-1169	143	6	in	in	ADP
sc-1169	143	7	alzheimer	alzheimer	PROPN
sc-1169	143	8	’s	’s	PART
sc-1169	143	9	disease	disease	NOUN
sc-1169	143	10	.	.	PUNCT
sc-1169	144	1	neurology	neurology	NOUN
sc-1169	144	2	,	,	PUNCT
sc-1169	144	3	46(1):130–135	46(1):130–135	PROPN
sc-1169	144	4	,	,	PUNCT
sc-1169	144	5	1996	1996	NUM
sc-1169	144	6	.	.	PUNCT
sc-1169	145	1	[	[	X
sc-1169	145	2	6	6	NUM
sc-1169	145	3	]	]	SYM
sc-1169	145	4	mio	mio	PROPN
sc-1169	145	5	.	.	PROPN
sc-1169	145	6	mio	mio	PROPN
sc-1169	145	7	alpha	alpha	PROPN
sc-1169	145	8	,	,	PUNCT
sc-1169	145	9	2014	2014	NUM
sc-1169	145	10	.	.	PUNCT
sc-1169	145	11	http://www.mioglobal.com/	http://www.mioglobal.com/	NOUN
sc-1169	146	1	[	[	X
sc-1169	146	2	accessed	access	VERB
sc-1169	146	3	10	10	NUM
sc-1169	146	4	-	-	PUNCT
sc-1169	146	5	dec-2014	dec-2014	NOUN
sc-1169	146	6	]	]	X
sc-1169	146	7	.	.	PUNCT
sc-1169	147	1	[	[	X
sc-1169	147	2	7	7	X
sc-1169	147	3	]	]	X
sc-1169	147	4	nike	nike	PROPN
sc-1169	147	5	.	.	PUNCT
sc-1169	148	1	nike+	nike+	PROPN
sc-1169	148	2	fuelband	fuelband	PROPN
sc-1169	148	3	se	se	PROPN
sc-1169	148	4	,	,	PUNCT
sc-1169	148	5	2014	2014	NUM
sc-1169	148	6	.	.	PUNCT
sc-1169	148	7	http://store.nike.com	http://store.nike.com	X
sc-1169	149	1	[	[	X
sc-1169	149	2	accessed	access	VERB
sc-1169	149	3	10	10	NUM
sc-1169	149	4	-	-	PUNCT
sc-1169	149	5	dec-2014	dec-2014	NOUN
sc-1169	149	6	]	]	X
sc-1169	149	7	.	.	PUNCT
sc-1169	150	1	[	[	X
sc-1169	150	2	8	8	NUM
sc-1169	150	3	]	]	X
sc-1169	150	4	p.	p.	NOUN
sc-1169	150	5	paredes	paredes	PROPN
sc-1169	150	6	,	,	PUNCT
sc-1169	150	7	d.	d.	PROPN
sc-1169	150	8	sun	sun	PROPN
sc-1169	150	9	,	,	PUNCT
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sc-1169	150	11	j.	j.	PROPN
sc-1169	150	12	canny	canny	PROPN
sc-1169	150	13	.	.	PUNCT
sc-1169	151	1	sensor	sensor	NOUN
sc-1169	151	2	-	-	PUNCT
sc-1169	151	3	less	less	ADV
sc-1169	151	4	sensing	sensing	NOUN
sc-1169	151	5	for	for	ADP
sc-1169	151	6	affective	affective	NOUN
sc-1169	151	7	computing	computing	NOUN
sc-1169	151	8	and	and	CCONJ
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sc-1169	151	10	management	management	NOUN
sc-1169	151	11	technology	technology	NOUN
sc-1169	151	12	.	.	PUNCT
sc-1169	152	1	in	in	ADP
sc-1169	152	2	pervasive	pervasive	ADJ
sc-1169	152	3	computing	computing	NOUN
sc-1169	152	4	technologies	technology	NOUN
sc-1169	152	5	for	for	ADP
sc-1169	152	6	healthcare	healthcare	NOUN
sc-1169	152	7	(	(	PUNCT
sc-1169	152	8	pervasivehealth	pervasivehealth	PROPN
sc-1169	152	9	)	)	PUNCT
sc-1169	152	10	,	,	PUNCT
sc-1169	152	11	2013	2013	NUM
sc-1169	152	12	7th	7th	ADJ
sc-1169	152	13	international	international	ADJ
sc-1169	152	14	conference	conference	NOUN
sc-1169	152	15	on	on	ADP
sc-1169	152	16	,	,	PUNCT
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sc-1169	152	19	,	,	PUNCT
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sc-1169	152	21	2013	2013	NUM
sc-1169	152	22	.	.	PUNCT
sc-1169	153	1	[	[	X
sc-1169	153	2	9	9	NUM
sc-1169	153	3	]	]	PUNCT
sc-1169	153	4	s.	s.	PROPN
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sc-1169	153	6	,	,	PUNCT
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sc-1169	153	9	,	,	PUNCT
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sc-1169	153	12	,	,	PUNCT
sc-1169	153	13	l.	l.	PROPN
sc-1169	153	14	chan	chan	PROPN
sc-1169	153	15	,	,	PUNCT
sc-1169	153	16	m.	m.	NOUN
sc-1169	153	17	rodgers	rodgers	PROPN
sc-1169	153	18	,	,	PUNCT
sc-1169	153	19	et	et	PROPN
sc-1169	153	20	al	al	PROPN
sc-1169	153	21	.	.	PUNCT
sc-1169	154	1	a	a	DET
sc-1169	154	2	review	review	NOUN
sc-1169	154	3	of	of	ADP
sc-1169	154	4	wearable	wearable	ADJ
sc-1169	154	5	sensors	sensor	NOUN
sc-1169	154	6	and	and	CCONJ
sc-1169	154	7	systems	system	NOUN
sc-1169	154	8	with	with	ADP
sc-1169	154	9	application	application	NOUN
sc-1169	154	10	in	in	ADP
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sc-1169	154	12	.	.	PUNCT
sc-1169	155	1	j	j	PROPN
sc-1169	155	2	neuroeng	neuroeng	PROPN
sc-1169	155	3	rehabil	rehabil	PROPN
sc-1169	155	4	,	,	PUNCT
sc-1169	155	5	9(12):1–17	9(12):1–17	NOUN
sc-1169	155	6	,	,	PUNCT
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sc-1169	155	8	.	.	PUNCT
sc-1169	156	1	[	[	X
sc-1169	156	2	10	10	NUM
sc-1169	156	3	]	]	PUNCT
sc-1169	156	4	a.	a.	NOUN
sc-1169	156	5	m.	m.	PROPN
sc-1169	156	6	w.	w.	PROPN
sc-1169	156	7	petersen	petersen	PROPN
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sc-1169	157	1	the	the	DET
sc-1169	157	2	anti	anti	ADJ
sc-1169	157	3	-	-	ADJ
sc-1169	157	4	inflammatory	inflammatory	ADJ
sc-1169	157	5	effect	effect	NOUN
sc-1169	157	6	of	of	ADP
sc-1169	157	7	exercise	exercise	NOUN
sc-1169	157	8	.	.	PUNCT
sc-1169	158	1	journal	journal	NOUN
sc-1169	158	2	of	of	ADP
sc-1169	158	3	applied	apply	VERB
sc-1169	158	4	physiology	physiology	NOUN
sc-1169	158	5	,	,	PUNCT
sc-1169	158	6	98(4):1154–1162	98(4):1154–1162	NUM
sc-1169	158	7	,	,	PUNCT
sc-1169	158	8	2005	2005	NUM
sc-1169	158	9	.	.	PUNCT
sc-1169	159	1	[	[	X
sc-1169	159	2	11	11	NUM
sc-1169	159	3	]	]	X
sc-1169	159	4	polar	polar	ADJ
sc-1169	159	5	.	.	PUNCT
sc-1169	160	1	polar	polar	PROPN
sc-1169	160	2	ft60	ft60	PROPN
sc-1169	160	3	,	,	PUNCT
sc-1169	160	4	2014	2014	NUM
sc-1169	160	5	.	.	PUNCT
sc-1169	161	1	http://www.polar.com/	http://www.polar.com/	PROPN
sc-1169	162	1	[	[	X
sc-1169	162	2	accessed	access	VERB
sc-1169	162	3	10	10	NUM
sc-1169	162	4	-	-	PUNCT
sc-1169	162	5	dec-2014	dec-2014	NOUN
sc-1169	162	6	]	]	X
sc-1169	162	7	.	.	PUNCT
sc-1169	163	1	[	[	X
sc-1169	163	2	12	12	NUM
sc-1169	163	3	]	]	X
sc-1169	163	4	h.	h.	PROPN
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sc-1169	163	6	,	,	PUNCT
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sc-1169	163	8	a.	a.	PROPN
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sc-1169	163	17	.	.	PUNCT
sc-1169	164	1	probable	probable	ADJ
sc-1169	164	2	reasons	reason	NOUN
sc-1169	164	3	for	for	ADP
sc-1169	164	4	expressed	express	VERB
sc-1169	164	5	agitation	agitation	NOUN
sc-1169	164	6	in	in	ADP
sc-1169	164	7	persons	person	NOUN
sc-1169	164	8	with	with	ADP
sc-1169	164	9	dementia	dementia	NOUN
sc-1169	164	10	.	.	PUNCT
sc-1169	165	1	clinical	clinical	ADJ
sc-1169	165	2	nursing	nursing	NOUN
sc-1169	165	3	research	research	NOUN
sc-1169	165	4	,	,	PUNCT
sc-1169	165	5	7(2):189–206	7(2):189–206	NUM
sc-1169	165	6	,	,	PUNCT
sc-1169	165	7	1998	1998	NUM
sc-1169	165	8	.	.	PUNCT
sc-1169	166	1	[	[	X
sc-1169	166	2	13	13	NUM
sc-1169	166	3	]	]	PUNCT
sc-1169	166	4	withings	withings	PROPN
sc-1169	166	5	.	.	PUNCT
sc-1169	166	6	withings	withings	PROPN
sc-1169	166	7	pulse	pulse	PROPN
sc-1169	166	8	ox	ox	PROPN
sc-1169	166	9	,	,	PUNCT
sc-1169	166	10	2014	2014	NUM
sc-1169	166	11	.	.	PUNCT
sc-1169	167	1	http://www2.withings.com	http://www2.withings.com	X
sc-1169	168	1	[	[	X
sc-1169	168	2	accessed	access	VERB
sc-1169	168	3	10	10	NUM
sc-1169	168	4	-	-	PUNCT
sc-1169	168	5	dec-2014	dec-2014	NOUN
sc-1169	168	6	]	]	X
sc-1169	168	7	.	.	PUNCT