id	sid	tid	token	lemma	pos
spir-11039	1	1	selected	select	VERB
spir-11039	1	2	papers	paper	NOUN
spir-11039	1	3	of	of	ADP
spir-11039	1	4	#	#	SYM
spir-11039	1	5	aoir2019	aoir2019	PROPN
spir-11039	1	6	:	:	PUNCT
spir-11039	1	7	the	the	DET
spir-11039	1	8	20th	20th	ADJ
spir-11039	1	9	annual	annual	ADJ
spir-11039	1	10	conference	conference	NOUN
spir-11039	1	11	of	of	ADP
spir-11039	1	12	the	the	DET
spir-11039	1	13	association	association	NOUN
spir-11039	1	14	of	of	ADP
spir-11039	1	15	internet	internet	NOUN
spir-11039	1	16	researchers	researcher	NOUN
spir-11039	1	17	brisbane	brisbane	NOUN
spir-11039	1	18	,	,	PUNCT
spir-11039	1	19	australia	australia	PROPN
spir-11039	1	20	/	/	SYM
spir-11039	1	21	2	2	NUM
spir-11039	1	22	-	-	SYM
spir-11039	1	23	5	5	NUM
spir-11039	1	24	october	october	NOUN
spir-11039	1	25	2019	2019	NUM
spir-11039	1	26	suggested	suggest	VERB
spir-11039	1	27	citation	citation	NOUN
spir-11039	1	28	(	(	PUNCT
spir-11039	1	29	apa	apa	PROPN
spir-11039	1	30	):	):	PUNCT
spir-11039	1	31	stark	stark	PROPN
spir-11039	1	32	,	,	PUNCT
spir-11039	1	33	l	l	PROPN
spir-11039	1	34	and	and	CCONJ
spir-11039	1	35	hoey	hoey	PROPN
spir-11039	1	36	,	,	PUNCT
spir-11039	1	37	j.	j.	PROPN
spir-11039	1	38	(	(	PUNCT
spir-11039	1	39	2019	2019	NUM
spir-11039	1	40	,	,	PUNCT
spir-11039	1	41	october	october	PROPN
spir-11039	1	42	2	2	NUM
spir-11039	1	43	-	-	SYM
spir-11039	1	44	5	5	NUM
spir-11039	1	45	)	)	PUNCT
spir-11039	1	46	.	.	PUNCT
spir-11039	2	1	the	the	DET
spir-11039	2	2	ethics	ethic	NOUN
spir-11039	2	3	of	of	ADP
spir-11039	2	4	emotion	emotion	NOUN
spir-11039	2	5	in	in	ADP
spir-11039	2	6	ai	ai	PROPN
spir-11039	2	7	systems	system	NOUN
spir-11039	2	8	.	.	PUNCT
spir-11039	3	1	paper	paper	NOUN
spir-11039	3	2	presented	present	VERB
spir-11039	3	3	at	at	ADP
spir-11039	3	4	aoir	aoir	NOUN
spir-11039	3	5	2019	2019	NUM
spir-11039	3	6	:	:	PUNCT
spir-11039	3	7	the	the	DET
spir-11039	3	8	20th	20th	ADJ
spir-11039	3	9	annual	annual	ADJ
spir-11039	3	10	conference	conference	NOUN
spir-11039	3	11	of	of	ADP
spir-11039	3	12	the	the	DET
spir-11039	3	13	association	association	NOUN
spir-11039	3	14	of	of	ADP
spir-11039	3	15	internet	internet	NOUN
spir-11039	3	16	researchers	researcher	NOUN
spir-11039	3	17	.	.	PUNCT
spir-11039	4	1	brisbane	brisbane	PROPN
spir-11039	4	2	,	,	PUNCT
spir-11039	4	3	australia	australia	PROPN
spir-11039	4	4	:	:	PUNCT
spir-11039	4	5	aoir	aoir	NOUN
spir-11039	4	6	.	.	PUNCT
spir-11039	4	7	retrieved	retrieve	VERB
spir-11039	4	8	from	from	ADP
spir-11039	4	9	http://spir.aoir.org	http://spir.aoir.org	PROPN
spir-11039	4	10	.	.	PUNCT
spir-11039	5	1	the	the	DET
spir-11039	5	2	ethics	ethic	NOUN
spir-11039	5	3	of	of	ADP
spir-11039	5	4	emotion	emotion	NOUN
spir-11039	5	5	in	in	ADP
spir-11039	5	6	ai	ai	PROPN
spir-11039	5	7	systems	system	NOUN
spir-11039	5	8	luke	luke	PROPN
spir-11039	5	9	stark	stark	PROPN
spir-11039	5	10	microsoft	microsoft	PROPN
spir-11039	5	11	research	research	PROPN
spir-11039	5	12	jesse	jesse	PROPN
spir-11039	5	13	hoey	hoey	PROPN
spir-11039	5	14	university	university	PROPN
spir-11039	5	15	of	of	ADP
spir-11039	5	16	waterloo	waterloo	PROPN
spir-11039	5	17	introduction	introduction	NOUN
spir-11039	5	18	computational	computational	ADJ
spir-11039	5	19	analyses	analysis	NOUN
spir-11039	5	20	of	of	ADP
spir-11039	5	21	psychological	psychological	ADJ
spir-11039	5	22	and	and	CCONJ
spir-11039	5	23	behavioral	behavioral	ADJ
spir-11039	5	24	data	datum	NOUN
spir-11039	5	25	pertaining	pertain	VERB
spir-11039	5	26	to	to	ADP
spir-11039	5	27	human	human	ADJ
spir-11039	5	28	emotional	emotional	ADJ
spir-11039	5	29	expression	expression	NOUN
spir-11039	5	30	have	have	VERB
spir-11039	5	31	a	a	DET
spir-11039	5	32	surprisingly	surprisingly	ADV
spir-11039	5	33	long	long	ADJ
spir-11039	5	34	history	history	NOUN
spir-11039	5	35	(	(	PUNCT
spir-11039	5	36	dror	dror	NOUN
spir-11039	5	37	,	,	PUNCT
spir-11039	5	38	2009	2009	NUM
spir-11039	5	39	)	)	PUNCT
spir-11039	5	40	,	,	PUNCT
spir-11039	5	41	an	an	DET
spir-11039	5	42	underappreciated	underappreciated	ADJ
spir-11039	5	43	diversity	diversity	NOUN
spir-11039	5	44	of	of	ADP
spir-11039	5	45	methods	method	NOUN
spir-11039	5	46	(	(	PUNCT
spir-11039	5	47	boehner	boehner	NOUN
spir-11039	5	48	,	,	PUNCT
spir-11039	5	49	depaula	depaula	NOUN
spir-11039	5	50	,	,	PUNCT
spir-11039	5	51	dourish	dourish	PROPN
spir-11039	5	52	,	,	PUNCT
spir-11039	5	53	&	&	CCONJ
spir-11039	5	54	sengers	senger	NOUN
spir-11039	5	55	,	,	PUNCT
spir-11039	5	56	2007	2007	NUM
spir-11039	5	57	;	;	PUNCT
spir-11039	5	58	schröder	schröder	NOUN
spir-11039	5	59	,	,	PUNCT
spir-11039	5	60	hoey	hoey	PROPN
spir-11039	5	61	,	,	PUNCT
spir-11039	5	62	&	&	CCONJ
spir-11039	5	63	rogers	rogers	PROPN
spir-11039	5	64	,	,	PUNCT
spir-11039	5	65	2016	2016	NUM
spir-11039	5	66	)	)	PUNCT
spir-11039	5	67	,	,	PUNCT
spir-11039	5	68	and	and	CCONJ
spir-11039	5	69	an	an	DET
spir-11039	5	70	increasingly	increasingly	ADV
spir-11039	5	71	critical	critical	ADJ
spir-11039	5	72	role	role	NOUN
spir-11039	5	73	in	in	ADP
spir-11039	5	74	social	social	ADJ
spir-11039	5	75	machine	machine	NOUN
spir-11039	5	76	learning	learning	NOUN
spir-11039	5	77	(	(	PUNCT
spir-11039	5	78	ml	ml	NOUN
spir-11039	5	79	)	)	PUNCT
spir-11039	5	80	and	and	CCONJ
spir-11039	5	81	artificial	artificial	ADJ
spir-11039	5	82	intelligence	intelligence	NOUN
spir-11039	5	83	(	(	PUNCT
spir-11039	5	84	ai	ai	NOUN
spir-11039	5	85	)	)	PUNCT
spir-11039	5	86	applications	application	NOUN
spir-11039	5	87	(	(	PUNCT
spir-11039	5	88	davies	davy	NOUN
spir-11039	5	89	,	,	PUNCT
spir-11039	5	90	2017	2017	NUM
spir-11039	5	91	;	;	PUNCT
spir-11039	5	92	stark	stark	ADJ
spir-11039	5	93	,	,	PUNCT
spir-11039	5	94	2018	2018	NUM
spir-11039	5	95	)	)	PUNCT
spir-11039	5	96	.	.	PUNCT
spir-11039	6	1	speculative	speculative	ADJ
spir-11039	6	2	and	and	CCONJ
spir-11039	6	3	science	science	NOUN
spir-11039	6	4	fiction	fiction	NOUN
spir-11039	6	5	is	be	AUX
spir-11039	6	6	replete	replete	ADJ
spir-11039	6	7	with	with	ADP
spir-11039	6	8	questions	question	NOUN
spir-11039	6	9	regarding	regard	VERB
spir-11039	6	10	the	the	DET
spir-11039	6	11	emotional	emotional	ADJ
spir-11039	6	12	lives	life	NOUN
spir-11039	6	13	of	of	ADP
spir-11039	6	14	artificial	artificial	ADJ
spir-11039	6	15	beings	being	NOUN
spir-11039	6	16	.	.	PUNCT
spir-11039	7	1	yet	yet	ADV
spir-11039	7	2	contemporary	contemporary	ADJ
spir-11039	7	3	,	,	PUNCT
spir-11039	7	4	quotidian	quotidian	ADJ
spir-11039	7	5	,	,	PUNCT
spir-11039	7	6	narrow	narrow	ADJ
spir-11039	7	7	ai	ai	NOUN
spir-11039	7	8	/	/	SYM
spir-11039	7	9	ml	ml	NOUN
spir-11039	7	10	technologies	technology	NOUN
spir-11039	7	11	are	be	AUX
spir-11039	7	12	most	most	ADV
spir-11039	7	13	frequently	frequently	ADV
spir-11039	7	14	used	use	VERB
spir-11039	7	15	by	by	ADP
spir-11039	7	16	social	social	ADJ
spir-11039	7	17	media	medium	NOUN
spir-11039	7	18	platforms	platform	NOUN
spir-11039	7	19	for	for	ADP
spir-11039	7	20	modeling	modeling	NOUN
spir-11039	7	21	and	and	CCONJ
spir-11039	7	22	predicting	predict	VERB
spir-11039	7	23	human	human	ADJ
spir-11039	7	24	emotional	emotional	ADJ
spir-11039	7	25	expression	expression	NOUN
spir-11039	7	26	as	as	ADP
spir-11039	7	27	signals	signal	NOUN
spir-11039	7	28	of	of	ADP
spir-11039	7	29	interpersonal	interpersonal	ADJ
spir-11039	7	30	interaction	interaction	NOUN
spir-11039	7	31	and	and	CCONJ
spir-11039	7	32	personal	personal	ADJ
spir-11039	7	33	preference	preference	NOUN
spir-11039	7	34	(	(	PUNCT
spir-11039	7	35	bucher	bucher	NOUN
spir-11039	7	36	,	,	PUNCT
spir-11039	7	37	2016	2016	NUM
spir-11039	7	38	)	)	PUNCT
spir-11039	7	39	.	.	PUNCT
spir-11039	8	1	these	these	DET
spir-11039	8	2	analytics	analytic	NOUN
spir-11039	8	3	are	be	AUX
spir-11039	8	4	now	now	ADV
spir-11039	8	5	being	be	AUX
spir-11039	8	6	deployed	deploy	VERB
spir-11039	8	7	in	in	ADP
spir-11039	8	8	domains	domain	NOUN
spir-11039	8	9	as	as	ADV
spir-11039	8	10	varied	varied	ADJ
spir-11039	8	11	as	as	ADP
spir-11039	8	12	hiring	hiring	NOUN
spir-11039	8	13	,	,	PUNCT
spir-11039	8	14	personal	personal	ADJ
spir-11039	8	15	health	health	NOUN
spir-11039	8	16	and	and	CCONJ
spir-11039	8	17	wellness	wellness	NOUN
spir-11039	8	18	,	,	PUNCT
spir-11039	8	19	customer	customer	NOUN
spir-11039	8	20	service	service	NOUN
spir-11039	8	21	,	,	PUNCT
spir-11039	8	22	border	border	NOUN
spir-11039	8	23	security	security	NOUN
spir-11039	8	24	,	,	PUNCT
spir-11039	8	25	and	and	CCONJ
spir-11039	8	26	,	,	PUNCT
spir-11039	8	27	as	as	ADP
spir-11039	8	28	part	part	NOUN
spir-11039	8	29	of	of	ADP
spir-11039	8	30	a	a	DET
spir-11039	8	31	broader	broad	ADJ
spir-11039	8	32	category	category	NOUN
spir-11039	8	33	of	of	ADP
spir-11039	8	34	“	"	PUNCT
spir-11039	8	35	digital	digital	ADJ
spir-11039	8	36	phenotypes	phenotype	NOUN
spir-11039	8	37	”	"	PUNCT
spir-11039	8	38	(	(	PUNCT
spir-11039	8	39	jain	jain	PROPN
spir-11039	8	40	,	,	PUNCT
spir-11039	8	41	powers	power	NOUN
spir-11039	8	42	,	,	PUNCT
spir-11039	8	43	hawkins	hawkin	NOUN
spir-11039	8	44	,	,	PUNCT
spir-11039	8	45	&	&	CCONJ
spir-11039	8	46	brownstein	brownstein	PROPN
spir-11039	8	47	,	,	PUNCT
spir-11039	8	48	2015	2015	NUM
spir-11039	8	49	)	)	PUNCT
spir-11039	8	50	,	,	PUNCT
spir-11039	8	51	in	in	ADP
spir-11039	8	52	digitally	digitally	ADV
spir-11039	8	53	mediated	mediate	VERB
spir-11039	8	54	mental	mental	ADJ
spir-11039	8	55	health	health	NOUN
spir-11039	8	56	treatment	treatment	NOUN
spir-11039	8	57	and	and	CCONJ
spir-11039	8	58	prevention	prevention	NOUN
spir-11039	8	59	(	(	PUNCT
spir-11039	8	60	brandt	brandt	PROPN
spir-11039	8	61	&	&	CCONJ
spir-11039	8	62	stark	stark	PROPN
spir-11039	8	63	,	,	PUNCT
spir-11039	8	64	2018	2018	NUM
spir-11039	8	65	)	)	PUNCT
spir-11039	8	66	.	.	PUNCT
spir-11039	9	1	while	while	SCONJ
spir-11039	9	2	the	the	DET
spir-11039	9	3	ethical	ethical	ADJ
spir-11039	9	4	and	and	CCONJ
spir-11039	9	5	social	social	ADJ
spir-11039	9	6	impacts	impact	NOUN
spir-11039	9	7	of	of	ADP
spir-11039	9	8	ml	ml	NOUN
spir-11039	9	9	/	/	SYM
spir-11039	9	10	ai	ai	PROPN
spir-11039	9	11	systems	system	NOUN
spir-11039	9	12	have	have	AUX
spir-11039	9	13	of	of	ADP
spir-11039	9	14	late	late	ADV
spir-11039	9	15	become	become	VERB
spir-11039	9	16	major	major	ADJ
spir-11039	9	17	topics	topic	NOUN
spir-11039	9	18	of	of	ADP
spir-11039	9	19	both	both	CCONJ
spir-11039	9	20	public	public	ADJ
spir-11039	9	21	discussion	discussion	NOUN
spir-11039	9	22	and	and	CCONJ
spir-11039	9	23	academic	academic	ADJ
spir-11039	9	24	debate	debate	NOUN
spir-11039	9	25	(	(	PUNCT
spir-11039	9	26	barocas	barocas	PROPN
spir-11039	9	27	&	&	CCONJ
spir-11039	9	28	selbst	selbst	PROPN
spir-11039	9	29	,	,	PUNCT
spir-11039	9	30	2016	2016	NUM
spir-11039	9	31	;	;	PUNCT
spir-11039	9	32	boyd	boyd	PROPN
spir-11039	9	33	&	&	CCONJ
spir-11039	9	34	crawford	crawford	PROPN
spir-11039	9	35	,	,	PUNCT
spir-11039	9	36	2012	2012	NUM
spir-11039	9	37	;	;	PUNCT
spir-11039	9	38	johnson	johnson	PROPN
spir-11039	9	39	,	,	PUNCT
spir-11039	9	40	2018	2018	NUM
spir-11039	9	41	)	)	PUNCT
spir-11039	9	42	,	,	PUNCT
spir-11039	9	43	the	the	DET
spir-11039	9	44	ethical	ethical	ADJ
spir-11039	9	45	dimensions	dimension	NOUN
spir-11039	9	46	of	of	ADP
spir-11039	9	47	ai	ai	NOUN
spir-11039	9	48	/	/	SYM
spir-11039	9	49	ml	ml	NOUN
spir-11039	9	50	analytics	analytic	NOUN
spir-11039	9	51	for	for	ADP
spir-11039	9	52	emotional	emotional	ADJ
spir-11039	9	53	expression	expression	NOUN
spir-11039	9	54	have	have	AUX
spir-11039	9	55	been	be	AUX
spir-11039	9	56	under	under	ADV
spir-11039	9	57	-	-	PUNCT
spir-11039	9	58	theorized	theorize	VERB
spir-11039	9	59	in	in	ADP
spir-11039	9	60	these	these	DET
spir-11039	9	61	conversations	conversation	NOUN
spir-11039	9	62	.	.	PUNCT
spir-11039	10	1	emotional	emotional	ADJ
spir-11039	10	2	expression	expression	NOUN
spir-11039	10	3	and	and	CCONJ
spir-11039	10	4	machine	machine	NOUN
spir-11039	10	5	analysis	analysis	NOUN
spir-11039	10	6	here	here	ADV
spir-11039	10	7	,	,	PUNCT
spir-11039	10	8	we	we	PRON
spir-11039	10	9	make	make	VERB
spir-11039	10	10	several	several	ADJ
spir-11039	10	11	contributions	contribution	NOUN
spir-11039	10	12	to	to	ADP
spir-11039	10	13	the	the	DET
spir-11039	10	14	emerging	emerge	VERB
spir-11039	10	15	critical	critical	ADJ
spir-11039	10	16	literature	literature	NOUN
spir-11039	10	17	on	on	ADP
spir-11039	10	18	the	the	DET
spir-11039	10	19	ethics	ethic	NOUN
spir-11039	10	20	of	of	ADP
spir-11039	10	21	ai	ai	NOUN
spir-11039	10	22	/	/	SYM
spir-11039	10	23	ml	ml	NOUN
spir-11039	10	24	systems	system	NOUN
spir-11039	10	25	.	.	PUNCT
spir-11039	11	1	the	the	DET
spir-11039	11	2	paper	paper	NOUN
spir-11039	11	3	first	first	ADV
spir-11039	11	4	taxonomizes	taxonomize	VERB
spir-11039	11	5	systems	system	NOUN
spir-11039	11	6	for	for	ADP
spir-11039	11	7	tracking	tracking	NOUN
spir-11039	11	8	and	and	CCONJ
spir-11039	11	9	modeling	model	VERB
spir-11039	11	10	human	human	ADJ
spir-11039	11	11	emotional	emotional	ADJ
spir-11039	11	12	expression	expression	NOUN
spir-11039	11	13	through	through	ADP
spir-11039	11	14	the	the	DET
spir-11039	11	15	types	type	NOUN
spir-11039	11	16	of	of	ADP
spir-11039	11	17	data	datum	NOUN
spir-11039	11	18	they	they	PRON
spir-11039	11	19	collect	collect	VERB
spir-11039	11	20	(	(	PUNCT
spir-11039	11	21	d.	d.	PROPN
spir-11039	11	22	kim	kim	PROPN
spir-11039	11	23	,	,	PUNCT
spir-11039	11	24	frank	frank	PROPN
spir-11039	11	25	,	,	PUNCT
spir-11039	11	26	&	&	CCONJ
spir-11039	11	27	kim	kim	PROPN
spir-11039	11	28	,	,	PUNCT
spir-11039	11	29	2014	2014	NUM
spir-11039	11	30	)	)	PUNCT
spir-11039	11	31	.	.	PUNCT
spir-11039	12	1	many	many	ADJ
spir-11039	12	2	such	such	ADJ
spir-11039	12	3	systems	system	NOUN
spir-11039	12	4	seek	seek	VERB
spir-11039	12	5	to	to	PART
spir-11039	12	6	model	model	VERB
spir-11039	12	7	emotional	emotional	ADJ
spir-11039	12	8	interactions	interaction	NOUN
spir-11039	12	9	through	through	ADP
spir-11039	12	10	“	"	PUNCT
spir-11039	12	11	digital	digital	ADJ
spir-11039	12	12	phenotyping	phenotyping	NOUN
spir-11039	12	13	,	,	PUNCT
spir-11039	12	14	”	"	PUNCT
spir-11039	12	15	the	the	DET
spir-11039	12	16	analysis	analysis	NOUN
spir-11039	12	17	of	of	ADP
spir-11039	12	18	biosignals	biosignal	NOUN
spir-11039	12	19	,	,	PUNCT
spir-11039	12	20	including	include	VERB
spir-11039	12	21	optical	optical	ADJ
spir-11039	12	22	data	datum	NOUN
spir-11039	12	23	(	(	PUNCT
spir-11039	12	24	such	such	ADJ
spir-11039	12	25	as	as	ADP
spir-11039	12	26	facial	facial	ADJ
spir-11039	12	27	movement	movement	NOUN
spir-11039	12	28	,	,	PUNCT
spir-11039	12	29	gait	gait	NOUN
spir-11039	12	30	,	,	PUNCT
spir-11039	12	31	or	or	CCONJ
spir-11039	12	32	infrared	infrared	ADJ
spir-11039	12	33	emanation	emanation	NOUN
spir-11039	12	34	)	)	PUNCT
spir-11039	12	35	;	;	PUNCT
spir-11039	12	36	audio	audio	NOUN
spir-11039	12	37	data	datum	NOUN
spir-11039	12	38	(	(	PUNCT
spir-11039	12	39	such	such	ADJ
spir-11039	12	40	as	as	ADP
spir-11039	12	41	the	the	DET
spir-11039	12	42	vocal	vocal	ADJ
spir-11039	12	43	tone	tone	NOUN
spir-11039	12	44	and	and	CCONJ
spir-11039	12	45	cadence	cadence	NOUN
spir-11039	12	46	)	)	PUNCT
spir-11039	12	47	(	(	PUNCT
spir-11039	12	48	jain	jain	PROPN
spir-11039	12	49	et	et	PROPN
spir-11039	12	50	al	al	PROPN
spir-11039	12	51	.	.	PROPN
spir-11039	12	52	,	,	PUNCT
spir-11039	12	53	2015	2015	NUM
spir-11039	12	54	)	)	PUNCT
spir-11039	12	55	;	;	PUNCT
spir-11039	12	56	haptic	haptic	ADJ
spir-11039	12	57	and	and	CCONJ
spir-11039	12	58	physiological	physiological	ADJ
spir-11039	12	59	data	datum	NOUN
spir-11039	12	60	(	(	PUNCT
spir-11039	12	61	such	such	ADJ
spir-11039	12	62	as	as	ADP
spir-11039	12	63	skin	skin	NOUN
spir-11039	12	64	conductivity	conductivity	NOUN
spir-11039	12	65	,	,	PUNCT
spir-11039	12	66	blood	blood	NOUN
spir-11039	12	67	flow	flow	NOUN
spir-11039	12	68	,	,	PUNCT
spir-11039	12	69	and	and	CCONJ
spir-11039	12	70	body	body	NOUN
spir-11039	12	71	velocity	velocity	NOUN
spir-11039	12	72	)	)	PUNCT
spir-11039	12	73	(	(	PUNCT
spir-11039	12	74	picard	picard	NOUN
spir-11039	12	75	,	,	PUNCT
spir-11039	12	76	2000	2000	NUM
spir-11039	12	77	)	)	PUNCT
spir-11039	12	78	;	;	PUNCT
spir-11039	12	79	others	other	NOUN
spir-11039	12	80	examine	examine	VERB
spir-11039	12	81	semantic	semantic	ADJ
spir-11039	12	82	signifiers	signifier	NOUN
spir-11039	12	83	of	of	ADP
spir-11039	12	84	emotional	emotional	ADJ
spir-11039	12	85	expression	expression	NOUN
spir-11039	12	86	,	,	PUNCT
spir-11039	12	87	including	include	VERB
spir-11039	12	88	written	write	VERB
spir-11039	12	89	words	word	NOUN
spir-11039	12	90	,	,	PUNCT
spir-11039	12	91	graphic	graphic	ADJ
spir-11039	12	92	means	mean	NOUN
spir-11039	12	93	such	such	ADJ
spir-11039	12	94	as	as	ADP
spir-11039	12	95	emoji	emoji	PROPN
spir-11039	12	96	and	and	CCONJ
spir-11039	12	97	emoticons	emoticon	NOUN
spir-11039	12	98	,	,	PUNCT
spir-11039	12	99	and	and	CCONJ
spir-11039	12	100	other	other	ADJ
spir-11039	12	101	representations	representation	NOUN
spir-11039	12	102	of	of	ADP
spir-11039	12	103	human	human	ADJ
spir-11039	12	104	feeling	feeling	NOUN
spir-11039	12	105	)	)	PUNCT
spir-11039	12	106	(	(	PUNCT
spir-11039	12	107	alashri	alashri	NOUN
spir-11039	12	108	et	et	PROPN
spir-11039	12	109	al	al	PROPN
spir-11039	12	110	.	.	PROPN
spir-11039	12	111	,	,	PUNCT
spir-11039	12	112	2016	2016	NUM
spir-11039	12	113	)	)	PUNCT
spir-11039	12	114	.	.	PUNCT
spir-11039	13	1	as	as	ADP
spir-11039	13	2	part	part	NOUN
spir-11039	13	3	of	of	ADP
spir-11039	13	4	our	our	PRON
spir-11039	13	5	review	review	NOUN
spir-11039	13	6	,	,	PUNCT
spir-11039	13	7	we	we	PRON
spir-11039	13	8	also	also	ADV
spir-11039	13	9	describe	describe	VERB
spir-11039	13	10	a	a	DET
spir-11039	13	11	novel	novel	ADJ
spir-11039	13	12	method	method	NOUN
spir-11039	13	13	for	for	ADP
spir-11039	13	14	modeling	model	VERB
spir-11039	13	15	human	human	ADJ
spir-11039	13	16	social	social	ADJ
spir-11039	13	17	and	and	CCONJ
spir-11039	13	18	emotional	emotional	ADJ
spir-11039	13	19	interactions	interaction	NOUN
spir-11039	13	20	computationally	computationally	ADV
spir-11039	13	21	:	:	PUNCT
spir-11039	13	22	bayesian	bayesian	NOUN
spir-11039	13	23	affect	affect	VERB
spir-11039	13	24	control	control	NOUN
spir-11039	13	25	theory	theory	NOUN
spir-11039	13	26	or	or	CCONJ
spir-11039	13	27	bayesact	bayesact	NOUN
spir-11039	13	28	(	(	PUNCT
spir-11039	13	29	schröder	schröder	NOUN
spir-11039	13	30	et	et	PROPN
spir-11039	13	31	al	al	PROPN
spir-11039	13	32	.	.	PROPN
spir-11039	13	33	,	,	PUNCT
spir-11039	13	34	2016	2016	NUM
spir-11039	13	35	)	)	PUNCT
spir-11039	13	36	.	.	PUNCT
spir-11039	14	1	developed	develop	VERB
spir-11039	14	2	out	out	ADP
spir-11039	14	3	of	of	ADP
spir-11039	14	4	collaborations	collaboration	NOUN
spir-11039	14	5	between	between	ADP
spir-11039	14	6	sociologists	sociologist	NOUN
spir-11039	14	7	and	and	CCONJ
spir-11039	14	8	computer	computer	NOUN
spir-11039	14	9	scientists	scientist	NOUN
spir-11039	14	10	,	,	PUNCT
spir-11039	14	11	it	it	PRON
spir-11039	14	12	combines	combines	AUX
spir-11039	14	13	affect	affect	VERB
spir-11039	14	14	control	control	NOUN
spir-11039	14	15	theory	theory	NOUN
spir-11039	14	16	,	,	PUNCT
spir-11039	14	17	a	a	DET
spir-11039	14	18	form	form	NOUN
spir-11039	14	19	of	of	ADP
spir-11039	14	20	structural	structural	ADJ
spir-11039	14	21	symbolic	symbolic	ADJ
spir-11039	14	22	interactionism	interactionism	NOUN
spir-11039	14	23	(	(	PUNCT
spir-11039	14	24	lively	lively	PROPN
spir-11039	14	25	&	&	CCONJ
spir-11039	14	26	heise	heise	PROPN
spir-11039	14	27	,	,	PUNCT
spir-11039	14	28	2004	2004	NUM
spir-11039	14	29	)	)	PUNCT
spir-11039	14	30	,	,	PUNCT
spir-11039	14	31	with	with	ADP
spir-11039	14	32	bayesian	bayesian	NOUN
spir-11039	14	33	probabilistic	probabilistic	ADJ
spir-11039	14	34	decision	decision	NOUN
spir-11039	14	35	theory	theory	NOUN
spir-11039	14	36	.	.	PUNCT
spir-11039	15	1	we	we	PRON
spir-11039	15	2	draw	draw	VERB
spir-11039	15	3	on	on	ADP
spir-11039	15	4	this	this	DET
spir-11039	15	5	taxonomy	taxonomy	NOUN
spir-11039	15	6	to	to	PART
spir-11039	15	7	consider	consider	VERB
spir-11039	15	8	the	the	DET
spir-11039	15	9	ethical	ethical	ADJ
spir-11039	15	10	challenges	challenge	NOUN
spir-11039	15	11	posed	pose	VERB
spir-11039	15	12	by	by	ADP
spir-11039	15	13	ml	ml	NOUN
spir-11039	15	14	/	/	SYM
spir-11039	15	15	ai	ai	PROPN
spir-11039	15	16	human	human	ADJ
spir-11039	15	17	emotion	emotion	NOUN
spir-11039	15	18	analysis	analysis	NOUN
spir-11039	15	19	(	(	PUNCT
spir-11039	15	20	desmet	desmet	PROPN
spir-11039	15	21	&	&	CCONJ
spir-11039	15	22	roeser	roeser	PROPN
spir-11039	15	23	,	,	PUNCT
spir-11039	15	24	2015	2015	NUM
spir-11039	15	25	)	)	PUNCT
spir-11039	15	26	.	.	PUNCT
spir-11039	16	1	one	one	NUM
spir-11039	16	2	such	such	ADJ
spir-11039	16	3	challenge	challenge	NOUN
spir-11039	16	4	is	be	AUX
spir-11039	16	5	that	that	SCONJ
spir-11039	16	6	data	datum	NOUN
spir-11039	16	7	on	on	ADP
spir-11039	16	8	human	human	ADJ
spir-11039	16	9	emotional	emotional	ADJ
spir-11039	16	10	expression	expression	NOUN
spir-11039	16	11	imperfectly	imperfectly	ADV
spir-11039	16	12	reflect	reflect	VERB
spir-11039	16	13	human	human	ADJ
spir-11039	16	14	emotions	emotion	NOUN
spir-11039	16	15	themselves	themselves	PRON
spir-11039	16	16	–	–	PUNCT
spir-11039	16	17	complex	complex	ADJ
spir-11039	16	18	,	,	PUNCT
spir-11039	16	19	culturally	culturally	ADV
spir-11039	16	20	specific	specific	ADJ
spir-11039	16	21	yet	yet	ADV
spir-11039	16	22	broadly	broadly	ADV
spir-11039	16	23	recognizable	recognizable	ADJ
spir-11039	16	24	signals	signal	NOUN
spir-11039	16	25	of	of	ADP
spir-11039	16	26	core	core	ADJ
spir-11039	16	27	human	human	ADJ
spir-11039	16	28	subjectivity	subjectivity	NOUN
spir-11039	16	29	.	.	PUNCT
spir-11039	17	1	as	as	ADP
spir-11039	17	2	such	such	ADJ
spir-11039	17	3	,	,	PUNCT
spir-11039	17	4	these	these	DET
spir-11039	17	5	data	datum	NOUN
spir-11039	17	6	are	be	AUX
spir-11039	17	7	representative	representative	ADJ
spir-11039	17	8	of	of	ADP
spir-11039	17	9	multiple	multiple	ADJ
spir-11039	17	10	elements	element	NOUN
spir-11039	17	11	of	of	ADP
spir-11039	17	12	human	human	ADJ
spir-11039	17	13	subjective	subjective	ADJ
spir-11039	17	14	experience	experience	NOUN
spir-11039	17	15	,	,	PUNCT
spir-11039	17	16	both	both	PRON
spir-11039	17	17	denoted	denote	VERB
spir-11039	17	18	imperfectly	imperfectly	ADV
spir-11039	17	19	and	and	CCONJ
spir-11039	17	20	quantified	quantify	VERB
spir-11039	17	21	partially	partially	ADV
spir-11039	17	22	.	.	PUNCT
spir-11039	18	1	models	model	NOUN
spir-11039	18	2	extrapolated	extrapolate	VERB
spir-11039	18	3	from	from	ADP
spir-11039	18	4	these	these	DET
spir-11039	18	5	data	datum	NOUN
spir-11039	18	6	claim	claim	VERB
spir-11039	18	7	a	a	DET
spir-11039	18	8	descriptive	descriptive	ADJ
spir-11039	18	9	power	power	NOUN
spir-11039	18	10	that	that	PRON
spir-11039	18	11	is	be	AUX
spir-11039	18	12	also	also	ADV
spir-11039	18	13	a	a	DET
spir-11039	18	14	prescriptive	prescriptive	ADJ
spir-11039	18	15	power	power	NOUN
spir-11039	18	16	,	,	PUNCT
spir-11039	18	17	forcing	force	VERB
spir-11039	18	18	individuals	individual	NOUN
spir-11039	18	19	to	to	PART
spir-11039	18	20	adjust	adjust	VERB
spir-11039	18	21	their	their	PRON
spir-11039	18	22	own	own	ADJ
spir-11039	18	23	attitudes	attitude	NOUN
spir-11039	18	24	to	to	PART
spir-11039	18	25	conform	conform	VERB
spir-11039	18	26	to	to	ADP
spir-11039	18	27	an	an	DET
spir-11039	18	28	“	"	PUNCT
spir-11039	18	29	objective	objective	ADJ
spir-11039	18	30	”	"	PUNCT
spir-11039	18	31	measure	measure	NOUN
spir-11039	18	32	of	of	ADP
spir-11039	18	33	emotional	emotional	ADJ
spir-11039	18	34	expression	expression	NOUN
spir-11039	18	35	that	that	PRON
spir-11039	18	36	is	be	AUX
spir-11039	18	37	in	in	ADP
spir-11039	18	38	fact	fact	NOUN
spir-11039	18	39	partial	partial	ADJ
spir-11039	18	40	,	,	PUNCT
spir-11039	18	41	artificial	artificial	ADJ
spir-11039	18	42	,	,	PUNCT
spir-11039	18	43	and	and	CCONJ
spir-11039	18	44	potentially	potentially	ADV
spir-11039	18	45	detached	detach	VERB
spir-11039	18	46	from	from	ADP
spir-11039	18	47	lived	live	VERB
spir-11039	18	48	experience	experience	NOUN
spir-11039	18	49	.	.	PUNCT
spir-11039	19	1	a	a	DET
spir-11039	19	2	second	second	ADJ
spir-11039	19	3	ethical	ethical	ADJ
spir-11039	19	4	challenge	challenge	NOUN
spir-11039	19	5	concerns	concern	NOUN
spir-11039	19	6	the	the	DET
spir-11039	19	7	ways	way	NOUN
spir-11039	19	8	in	in	ADP
spir-11039	19	9	which	which	PRON
spir-11039	19	10	subjectivity	subjectivity	NOUN
spir-11039	19	11	and	and	CCONJ
spir-11039	19	12	the	the	DET
spir-11039	19	13	status	status	NOUN
spir-11039	19	14	of	of	ADP
spir-11039	19	15	the	the	DET
spir-11039	19	16	human	human	ADJ
spir-11039	19	17	individual	individual	NOUN
spir-11039	19	18	are	be	AUX
spir-11039	19	19	inextricably	inextricably	ADV
spir-11039	19	20	tied	tie	VERB
spir-11039	19	21	to	to	ADP
spir-11039	19	22	longstanding	longstanding	ADJ
spir-11039	19	23	theories	theory	NOUN
spir-11039	19	24	of	of	ADP
spir-11039	19	25	ethical	ethical	ADJ
spir-11039	19	26	decisionmaking	decisionmaking	NOUN
spir-11039	19	27	.	.	PUNCT
spir-11039	20	1	given	give	VERB
spir-11039	20	2	the	the	DET
spir-11039	20	3	ways	way	NOUN
spir-11039	20	4	emotion	emotion	NOUN
spir-11039	20	5	and	and	CCONJ
spir-11039	20	6	other	other	ADJ
spir-11039	20	7	intuitive	intuitive	ADJ
spir-11039	20	8	processes	process	NOUN
spir-11039	20	9	are	be	AUX
spir-11039	20	10	understood	understand	VERB
spir-11039	20	11	to	to	PART
spir-11039	20	12	play	play	VERB
spir-11039	20	13	a	a	DET
spir-11039	20	14	central	central	ADJ
spir-11039	20	15	role	role	NOUN
spir-11039	20	16	in	in	ADP
spir-11039	20	17	ethical	ethical	ADJ
spir-11039	20	18	and	and	CCONJ
spir-11039	20	19	moral	moral	ADJ
spir-11039	20	20	judgments	judgment	NOUN
spir-11039	20	21	(	(	PUNCT
spir-11039	20	22	prinz	prinz	PROPN
spir-11039	20	23	,	,	PUNCT
spir-11039	20	24	2004	2004	NUM
spir-11039	20	25	)	)	PUNCT
spir-11039	20	26	,	,	PUNCT
spir-11039	20	27	the	the	DET
spir-11039	20	28	digital	digital	ADJ
spir-11039	20	29	remediation	remediation	NOUN
spir-11039	20	30	of	of	ADP
spir-11039	20	31	emotional	emotional	ADJ
spir-11039	20	32	expression	expression	NOUN
spir-11039	20	33	has	have	VERB
spir-11039	20	34	the	the	DET
spir-11039	20	35	potential	potential	NOUN
spir-11039	20	36	to	to	PART
spir-11039	20	37	shift	shift	VERB
spir-11039	20	38	normative	normative	ADJ
spir-11039	20	39	frameworks	framework	NOUN
spir-11039	20	40	for	for	ADP
spir-11039	20	41	decisionmaking	decisionmake	VERB
spir-11039	20	42	based	base	VERB
spir-11039	20	43	on	on	ADP
spir-11039	20	44	the	the	DET
spir-11039	20	45	values	value	NOUN
spir-11039	20	46	of	of	ADP
spir-11039	20	47	technology	technology	NOUN
spir-11039	20	48	firms	firm	NOUN
spir-11039	20	49	,	,	PUNCT
spir-11039	20	50	not	not	PART
spir-11039	20	51	of	of	ADP
spir-11039	20	52	individuals	individual	NOUN
spir-11039	20	53	as	as	ADP
spir-11039	20	54	users	user	NOUN
spir-11039	20	55	and	and	CCONJ
spir-11039	20	56	citizens	citizen	NOUN
spir-11039	20	57	.	.	PUNCT
spir-11039	21	1	emotions	emotion	NOUN
spir-11039	21	2	and	and	CCONJ
spir-11039	21	3	ethical	ethical	ADJ
spir-11039	21	4	tensions	tension	NOUN
spir-11039	21	5	in	in	ADP
spir-11039	21	6	ai	ai	VERB
spir-11039	21	7	based	base	VERB
spir-11039	21	8	on	on	ADP
spir-11039	21	9	these	these	DET
spir-11039	21	10	analyses	analysis	NOUN
spir-11039	21	11	,	,	PUNCT
spir-11039	21	12	we	we	PRON
spir-11039	21	13	elucidate	elucidate	VERB
spir-11039	21	14	how	how	SCONJ
spir-11039	21	15	a	a	DET
spir-11039	21	16	focus	focus	NOUN
spir-11039	21	17	on	on	ADP
spir-11039	21	18	emotional	emotional	ADJ
spir-11039	21	19	expression	expression	NOUN
spir-11039	21	20	as	as	ADP
spir-11039	21	21	a	a	DET
spir-11039	21	22	component	component	NOUN
spir-11039	21	23	of	of	ADP
spir-11039	21	24	ml	ml	NOUN
spir-11039	21	25	systems	system	NOUN
spir-11039	21	26	highlights	highlight	NOUN
spir-11039	21	27	conceptual	conceptual	ADJ
spir-11039	21	28	tensions	tension	NOUN
spir-11039	21	29	within	within	ADP
spir-11039	21	30	current	current	ADJ
spir-11039	21	31	ai	ai	NOUN
spir-11039	21	32	/	/	SYM
spir-11039	21	33	ml	ml	NOUN
spir-11039	21	34	ethics	ethic	NOUN
spir-11039	21	35	discourses	discourse	NOUN
spir-11039	21	36	.	.	PUNCT
spir-11039	22	1	these	these	PRON
spir-11039	22	2	include	include	VERB
spir-11039	22	3	,	,	PUNCT
spir-11039	22	4	first	first	ADV
spir-11039	22	5	,	,	PUNCT
spir-11039	22	6	how	how	SCONJ
spir-11039	22	7	a	a	DET
spir-11039	22	8	focus	focus	NOUN
spir-11039	22	9	on	on	ADP
spir-11039	22	10	emotional	emotional	ADJ
spir-11039	22	11	expression	expression	NOUN
spir-11039	22	12	as	as	ADP
spir-11039	22	13	a	a	DET
spir-11039	22	14	component	component	NOUN
spir-11039	22	15	of	of	ADP
spir-11039	22	16	ai	ai	NOUN
spir-11039	22	17	/	/	SYM
spir-11039	22	18	ml	ml	NOUN
spir-11039	22	19	analysis	analysis	NOUN
spir-11039	22	20	demonstrates	demonstrate	VERB
spir-11039	22	21	the	the	DET
spir-11039	22	22	broader	broad	ADJ
spir-11039	22	23	tendency	tendency	NOUN
spir-11039	22	24	of	of	ADP
spir-11039	22	25	ai	ai	VERB
spir-11039	22	26	/	/	SYM
spir-11039	22	27	ml	ml	NOUN
spir-11039	22	28	research	research	NOUN
spir-11039	22	29	to	to	PART
spir-11039	22	30	perform	perform	VERB
spir-11039	22	31	de	de	X
spir-11039	22	32	facto	facto	X
spir-11039	22	33	human	human	ADJ
spir-11039	22	34	subject	subject	NOUN
spir-11039	22	35	research	research	NOUN
spir-11039	22	36	without	without	ADP
spir-11039	22	37	attendant	attendant	ADJ
spir-11039	22	38	awareness	awareness	NOUN
spir-11039	22	39	of	of	ADP
spir-11039	22	40	or	or	CCONJ
spir-11039	22	41	attention	attention	NOUN
spir-11039	22	42	to	to	ADP
spir-11039	22	43	the	the	DET
spir-11039	22	44	ethical	ethical	ADJ
spir-11039	22	45	complexities	complexity	NOUN
spir-11039	22	46	of	of	ADP
spir-11039	22	47	such	such	ADJ
spir-11039	22	48	experimentation	experimentation	NOUN
spir-11039	22	49	(	(	PUNCT
spir-11039	22	50	brandt	brandt	PROPN
spir-11039	22	51	&	&	CCONJ
spir-11039	22	52	stark	stark	PROPN
spir-11039	22	53	,	,	PUNCT
spir-11039	22	54	2018	2018	NUM
spir-11039	22	55	)	)	PUNCT
spir-11039	22	56	.	.	PUNCT
spir-11039	23	1	second	second	ADJ
spir-11039	23	2	,	,	PUNCT
spir-11039	23	3	attempts	attempt	VERB
spir-11039	23	4	to	to	PART
spir-11039	23	5	quantify	quantify	VERB
spir-11039	23	6	and	and	CCONJ
spir-11039	23	7	standardize	standardize	VERB
spir-11039	23	8	measures	measure	NOUN
spir-11039	23	9	of	of	ADP
spir-11039	23	10	emotional	emotional	ADJ
spir-11039	23	11	expression	expression	NOUN
spir-11039	23	12	illustrate	illustrate	VERB
spir-11039	23	13	the	the	DET
spir-11039	23	14	conceptual	conceptual	ADJ
spir-11039	23	15	difficulty	difficulty	NOUN
spir-11039	23	16	in	in	ADP
spir-11039	23	17	constituting	constitute	VERB
spir-11039	23	18	shared	share	VERB
spir-11039	23	19	ethical	ethical	ADJ
spir-11039	23	20	or	or	CCONJ
spir-11039	23	21	normative	normative	ADJ
spir-11039	23	22	guidelines	guideline	NOUN
spir-11039	23	23	around	around	ADP
spir-11039	23	24	ai	ai	NOUN
spir-11039	23	25	/	/	SYM
spir-11039	23	26	ml	ml	NOUN
spir-11039	23	27	systems	system	NOUN
spir-11039	23	28	because	because	SCONJ
spir-11039	23	29	of	of	ADP
spir-11039	23	30	what	what	PRON
spir-11039	23	31	nagel	nagel	PROPN
spir-11039	23	32	terms	term	VERB
spir-11039	23	33	“	"	PUNCT
spir-11039	23	34	the	the	DET
spir-11039	23	35	fragmentation	fragmentation	NOUN
spir-11039	23	36	of	of	ADP
spir-11039	23	37	value	value	NOUN
spir-11039	23	38	”	"	PUNCT
spir-11039	23	39	(	(	PUNCT
spir-11039	23	40	nagel	nagel	PROPN
spir-11039	23	41	,	,	PUNCT
spir-11039	23	42	1979	1979	NUM
spir-11039	23	43	)	)	PUNCT
spir-11039	23	44	and	and	CCONJ
spir-11039	23	45	the	the	DET
spir-11039	23	46	challenge	challenge	NOUN
spir-11039	23	47	of	of	ADP
spir-11039	23	48	developing	develop	VERB
spir-11039	23	49	widely	widely	ADV
spir-11039	23	50	shared	share	VERB
spir-11039	23	51	intersubjective	intersubjective	ADJ
spir-11039	23	52	norms	norm	NOUN
spir-11039	23	53	.	.	PUNCT
spir-11039	24	1	finally	finally	ADV
spir-11039	24	2	,	,	PUNCT
spir-11039	24	3	the	the	DET
spir-11039	24	4	analytics	analytic	NOUN
spir-11039	24	5	of	of	ADP
spir-11039	24	6	emotional	emotional	ADJ
spir-11039	24	7	expression	expression	NOUN
spir-11039	24	8	highlight	highlight	VERB
spir-11039	24	9	human	human	ADJ
spir-11039	24	10	emotion	emotion	NOUN
spir-11039	24	11	’s	’s	PART
spir-11039	24	12	centrality	centrality	NOUN
spir-11039	24	13	not	not	PART
spir-11039	24	14	just	just	ADV
spir-11039	24	15	to	to	PART
spir-11039	24	16	ethical	ethical	VERB
spir-11039	24	17	ai	ai	VERB
spir-11039	24	18	/	/	SYM
spir-11039	24	19	ml	ml	NOUN
spir-11039	24	20	systems	system	NOUN
spir-11039	24	21	,	,	PUNCT
spir-11039	24	22	but	but	CCONJ
spir-11039	24	23	also	also	ADV
spir-11039	24	24	to	to	ADP
spir-11039	24	25	these	these	DET
spir-11039	24	26	system	system	NOUN
spir-11039	24	27	’s	’s	PART
spir-11039	24	28	broader	broader	ADV
spir-11039	24	29	mediating	mediate	VERB
spir-11039	24	30	effects	effect	NOUN
spir-11039	24	31	on	on	ADP
spir-11039	24	32	social	social	ADJ
spir-11039	24	33	and	and	CCONJ
spir-11039	24	34	political	political	ADJ
spir-11039	24	35	community	community	NOUN
spir-11039	24	36	and	and	CCONJ
spir-11039	24	37	cohesion	cohesion	NOUN
spir-11039	24	38	through	through	ADP
spir-11039	24	39	their	their	PRON
spir-11039	24	40	everyday	everyday	ADJ
spir-11039	24	41	use	use	NOUN
spir-11039	24	42	.	.	PUNCT
spir-11039	25	1	we	we	PRON
spir-11039	25	2	ground	ground	VERB
spir-11039	25	3	the	the	DET
spir-11039	25	4	fourth	fourth	ADJ
spir-11039	25	5	and	and	CCONJ
spir-11039	25	6	last	last	ADJ
spir-11039	25	7	portion	portion	NOUN
spir-11039	25	8	of	of	ADP
spir-11039	25	9	the	the	DET
spir-11039	25	10	paper	paper	NOUN
spir-11039	25	11	–	–	PUNCT
spir-11039	25	12	preliminary	preliminary	ADJ
spir-11039	25	13	recommendations	recommendation	NOUN
spir-11039	25	14	around	around	ADP
spir-11039	25	15	both	both	DET
spir-11039	25	16	policy	policy	NOUN
spir-11039	25	17	and	and	CCONJ
spir-11039	25	18	design	design	NOUN
spir-11039	25	19	-in	-in	VERB
spir-11039	25	20	recent	recent	ADJ
spir-11039	25	21	applied	apply	VERB
spir-11039	25	22	work	work	NOUN
spir-11039	25	23	on	on	ADP
spir-11039	25	24	virtual	virtual	ADJ
spir-11039	25	25	agents	agent	NOUN
spir-11039	25	26	in	in	ADP
spir-11039	25	27	two	two	NUM
spir-11039	25	28	areas	area	NOUN
spir-11039	25	29	:	:	PUNCT
spir-11039	25	30	cognitive	cognitive	ADJ
spir-11039	25	31	assistive	assistive	ADJ
spir-11039	25	32	technologies	technology	NOUN
spir-11039	25	33	for	for	ADP
spir-11039	25	34	persons	person	NOUN
spir-11039	25	35	with	with	ADP
spir-11039	25	36	dementia	dementia	NOUN
spir-11039	25	37	that	that	PRON
spir-11039	25	38	are	be	AUX
spir-11039	25	39	functionally	functionally	ADV
spir-11039	25	40	and	and	CCONJ
spir-11039	25	41	emotionally	emotionally	ADV
spir-11039	25	42	aligned	align	VERB
spir-11039	25	43	with	with	ADP
spir-11039	25	44	their	their	PRON
spir-11039	25	45	target	target	NOUN
spir-11039	25	46	users	user	NOUN
spir-11039	25	47	,	,	PUNCT
spir-11039	25	48	and	and	CCONJ
spir-11039	25	49	facilitator	facilitator	NOUN
spir-11039	25	50	agents	agent	NOUN
spir-11039	25	51	in	in	ADP
spir-11039	25	52	social	social	ADJ
spir-11039	25	53	networks	network	NOUN
spir-11039	25	54	aimed	aim	VERB
spir-11039	25	55	at	at	ADP
spir-11039	25	56	promoting	promote	VERB
spir-11039	25	57	efficient	efficient	ADJ
spir-11039	25	58	and	and	CCONJ
spir-11039	25	59	inclusive	inclusive	ADJ
spir-11039	25	60	group	group	NOUN
spir-11039	25	61	processes	process	NOUN
spir-11039	25	62	.	.	PUNCT
spir-11039	26	1	we	we	PRON
spir-11039	26	2	draw	draw	VERB
spir-11039	26	3	on	on	ADP
spir-11039	26	4	these	these	DET
spir-11039	26	5	case	case	NOUN
spir-11039	26	6	studies	study	NOUN
spir-11039	26	7	to	to	PART
spir-11039	26	8	consider	consider	VERB
spir-11039	26	9	the	the	DET
spir-11039	26	10	ethical	ethical	ADJ
spir-11039	26	11	implications	implication	NOUN
spir-11039	26	12	of	of	ADP
spir-11039	26	13	emotional	emotional	ADJ
spir-11039	26	14	ai	ai	NOUN
spir-11039	26	15	in	in	ADP
spir-11039	26	16	practice	practice	NOUN
spir-11039	26	17	.	.	PUNCT
spir-11039	27	1	references	reference	NOUN
spir-11039	27	2	alashri	alashri	PROPN
spir-11039	27	3	,	,	PUNCT
spir-11039	27	4	s.	s.	PROPN
spir-11039	27	5	,	,	PUNCT
spir-11039	27	6	kandala	kandala	PROPN
spir-11039	27	7	,	,	PUNCT
spir-11039	27	8	s.	s.	PROPN
spir-11039	27	9	s.	s.	PROPN
spir-11039	27	10	,	,	PUNCT
spir-11039	27	11	bajaj	bajaj	PROPN
spir-11039	27	12	,	,	PUNCT
spir-11039	27	13	v.	v.	PROPN
spir-11039	27	14	,	,	PUNCT
spir-11039	27	15	ravi	ravi	PROPN
spir-11039	27	16	,	,	PUNCT
spir-11039	27	17	r.	r.	PROPN
spir-11039	27	18	,	,	PUNCT
spir-11039	27	19	smith	smith	PROPN
spir-11039	27	20	,	,	PUNCT
spir-11039	27	21	k.	k.	PROPN
spir-11039	27	22	l.	l.	PROPN
spir-11039	27	23	,	,	PUNCT
spir-11039	27	24	&	&	CCONJ
spir-11039	27	25	desouza	desouza	PROPN
spir-11039	27	26	,	,	PUNCT
spir-11039	27	27	k.	k.	PROPN
spir-11039	27	28	c.	c.	PROPN
spir-11039	27	29	(	(	PUNCT
spir-11039	27	30	2016	2016	NUM
spir-11039	27	31	)	)	PUNCT
spir-11039	27	32	.	.	PUNCT
spir-11039	28	1	an	an	DET
spir-11039	28	2	analysis	analysis	NOUN
spir-11039	28	3	of	of	ADP
spir-11039	28	4	sentiments	sentiment	NOUN
spir-11039	28	5	on	on	ADP
spir-11039	28	6	facebook	facebook	NOUN
spir-11039	28	7	during	during	ADP
spir-11039	28	8	the	the	DET
spir-11039	28	9	2016	2016	NUM
spir-11039	28	10	u.s	u.s	PROPN
spir-11039	28	11	.	.	PROPN
spir-11039	28	12	presidential	presidential	ADJ
spir-11039	28	13	election	election	NOUN
spir-11039	28	14	(	(	PUNCT
spir-11039	28	15	pp	pp	ADJ
spir-11039	28	16	.	.	PUNCT
spir-11039	29	1	795–802	795–802	NUM
spir-11039	29	2	)	)	PUNCT
spir-11039	29	3	.	.	PUNCT
spir-11039	30	1	presented	present	VERB
spir-11039	30	2	at	at	ADP
spir-11039	30	3	the	the	DET
spir-11039	30	4	2016	2016	NUM
spir-11039	30	5	ieee	ieee	NOUN
spir-11039	30	6	/	/	SYM
spir-11039	30	7	acm	acm	PROPN
spir-11039	30	8	international	international	ADJ
spir-11039	30	9	conference	conference	NOUN
spir-11039	30	10	on	on	ADP
spir-11039	30	11	advances	advance	NOUN
spir-11039	30	12	in	in	ADP
spir-11039	30	13	social	social	ADJ
spir-11039	30	14	networks	network	NOUN
spir-11039	30	15	analysis	analysis	NOUN
spir-11039	30	16	and	and	CCONJ
spir-11039	30	17	mining	mining	NOUN
spir-11039	30	18	(	(	PUNCT
spir-11039	30	19	asonam	asonam	PROPN
spir-11039	30	20	)	)	PUNCT
spir-11039	30	21	,	,	PUNCT
spir-11039	30	22	ieee	ieee	NOUN
spir-11039	30	23	.	.	PUNCT
spir-11039	31	1	http://doi.org/10.1109/asonam.2016.7752329	http://doi.org/10.1109/asonam.2016.7752329	PROPN
spir-11039	31	2	barocas	barocas	PROPN
spir-11039	31	3	,	,	PUNCT
spir-11039	31	4	s.	s.	PROPN
spir-11039	31	5	,	,	PUNCT
spir-11039	31	6	&	&	CCONJ
spir-11039	31	7	selbst	selbst	PROPN
spir-11039	31	8	,	,	PUNCT
spir-11039	31	9	a.	a.	PROPN
spir-11039	31	10	d.	d.	PROPN
spir-11039	31	11	(	(	PUNCT
spir-11039	31	12	2016	2016	NUM
spir-11039	31	13	)	)	PUNCT
spir-11039	31	14	.	.	PUNCT
spir-11039	32	1	big	big	PROPN
spir-11039	32	2	data	data	PROPN
spir-11039	32	3	’s	’s	PART
spir-11039	32	4	disparate	disparate	ADJ
spir-11039	32	5	impact	impact	NOUN
spir-11039	32	6	.	.	PUNCT
spir-11039	33	1	california	california	PROPN
spir-11039	33	2	law	law	PROPN
spir-11039	33	3	review	review	PROPN
spir-11039	33	4	,	,	PUNCT
spir-11039	33	5	104	104	NUM
spir-11039	33	6	,	,	PUNCT
spir-11039	33	7	671–732	671–732	NUM
spir-11039	33	8	.	.	PUNCT
spir-11039	34	1	http://doi.org/10.15779/z38bg31	http://doi.org/10.15779/z38bg31	PROPN
spir-11039	34	2	boehner	boehner	PROPN
spir-11039	34	3	,	,	PUNCT
spir-11039	34	4	k.	k.	PROPN
spir-11039	34	5	,	,	PUNCT
spir-11039	34	6	depaula	depaula	PROPN
spir-11039	34	7	,	,	PUNCT
spir-11039	34	8	r.	r.	PROPN
spir-11039	34	9	,	,	PUNCT
spir-11039	34	10	dourish	dourish	PROPN
spir-11039	34	11	,	,	PUNCT
spir-11039	34	12	p.	p.	PROPN
spir-11039	34	13	,	,	PUNCT
spir-11039	34	14	&	&	CCONJ
spir-11039	34	15	sengers	senger	NOUN
spir-11039	34	16	,	,	PUNCT
spir-11039	34	17	p.	p.	NOUN
spir-11039	34	18	(	(	PUNCT
spir-11039	34	19	2007	2007	NUM
spir-11039	34	20	)	)	PUNCT
spir-11039	34	21	.	.	PUNCT
spir-11039	35	1	how	how	SCONJ
spir-11039	35	2	emotion	emotion	NOUN
spir-11039	35	3	is	be	AUX
spir-11039	35	4	made	make	VERB
spir-11039	35	5	and	and	CCONJ
spir-11039	35	6	measured	measure	VERB
spir-11039	35	7	.	.	PUNCT
spir-11039	36	1	international	international	ADJ
spir-11039	36	2	journal	journal	PROPN
spir-11039	36	3	of	of	ADP
spir-11039	36	4	human	human	ADJ
spir-11039	36	5	-	-	PUNCT
spir-11039	36	6	computer	computer	NOUN
spir-11039	36	7	studies	study	NOUN
spir-11039	36	8	,	,	PUNCT
spir-11039	36	9	65	65	NUM
spir-11039	36	10	,	,	PUNCT
spir-11039	36	11	275–291	275–291	NUM
spir-11039	36	12	.	.	PUNCT
spir-11039	37	1	http://doi.org/10.1016/j.ijhcs.2006.11.016	http://doi.org/10.1016/j.ijhcs.2006.11.016	PROPN
spir-11039	37	2	boyd	boyd	PROPN
spir-11039	37	3	,	,	PUNCT
spir-11039	37	4	d.	d.	PROPN
spir-11039	37	5	,	,	PUNCT
spir-11039	37	6	&	&	CCONJ
spir-11039	37	7	crawford	crawford	PROPN
spir-11039	37	8	,	,	PUNCT
spir-11039	37	9	k.	k.	PROPN
spir-11039	37	10	(	(	PUNCT
spir-11039	37	11	2012	2012	NUM
spir-11039	37	12	)	)	PUNCT
spir-11039	37	13	.	.	PUNCT
spir-11039	38	1	critical	critical	ADJ
spir-11039	38	2	questions	question	NOUN
spir-11039	38	3	for	for	ADP
spir-11039	38	4	big	big	ADJ
spir-11039	38	5	data	datum	NOUN
spir-11039	38	6	.	.	PUNCT
spir-11039	39	1	information	information	NOUN
spir-11039	39	2	,	,	PUNCT
spir-11039	39	3	communication	communication	NOUN
spir-11039	39	4	&	&	CCONJ
spir-11039	39	5	society	society	NOUN
spir-11039	39	6	,	,	PUNCT
spir-11039	39	7	15(5	15(5	NUM
spir-11039	39	8	)	)	PUNCT
spir-11039	39	9	,	,	PUNCT
spir-11039	39	10	662–679	662–679	NUM
spir-11039	39	11	.	.	PUNCT
spir-11039	40	1	http://doi.org/10.1080/1369118x.2012.678878	http://doi.org/10.1080/1369118x.2012.678878	PROPN
spir-11039	40	2	brandt	brandt	PROPN
spir-11039	40	3	,	,	PUNCT
spir-11039	40	4	m.	m.	NOUN
spir-11039	40	5	,	,	PUNCT
spir-11039	40	6	&	&	CCONJ
spir-11039	40	7	stark	stark	PROPN
spir-11039	40	8	,	,	PUNCT
spir-11039	40	9	l.	l.	PROPN
spir-11039	40	10	(	(	PUNCT
spir-11039	40	11	2018	2018	NUM
spir-11039	40	12	)	)	PUNCT
spir-11039	40	13	.	.	PUNCT
spir-11039	41	1	exploring	explore	VERB
spir-11039	41	2	digital	digital	ADJ
spir-11039	41	3	interventions	intervention	NOUN
spir-11039	41	4	in	in	ADP
spir-11039	41	5	mental	mental	ADJ
spir-11039	41	6	health	health	NOUN
spir-11039	41	7	:	:	PUNCT
spir-11039	41	8	a	a	DET
spir-11039	41	9	roadmap	roadmap	NOUN
spir-11039	41	10	.	.	PUNCT
spir-11039	42	1	in	in	ADP
spir-11039	42	2	a.	a.	PROPN
spir-11039	42	3	shaw	shaw	PROPN
spir-11039	42	4	&	&	CCONJ
spir-11039	42	5	d.	d.	PROPN
spir-11039	42	6	t.	t.	PROPN
spir-11039	42	7	scott	scott	PROPN
spir-11039	42	8	(	(	PUNCT
spir-11039	42	9	eds	ed	NOUN
spir-11039	42	10	.	.	PUNCT
spir-11039	42	11	)	)	PUNCT
spir-11039	42	12	,	,	PUNCT
spir-11039	42	13	interventions	intervention	NOUN
spir-11039	42	14	(	(	PUNCT
spir-11039	42	15	pp	pp	ADJ
spir-11039	42	16	.	.	PUNCT
spir-11039	43	1	167–182	167–182	NUM
spir-11039	43	2	)	)	PUNCT
spir-11039	43	3	.	.	PUNCT
spir-11039	44	1	bern	bern	PROPN
spir-11039	44	2	,	,	PUNCT
spir-11039	44	3	switzerland	switzerland	PROPN
spir-11039	44	4	:	:	PUNCT
spir-11039	44	5	peter	peter	PROPN
spir-11039	44	6	lang	lang	PROPN
spir-11039	44	7	.	.	PUNCT
spir-11039	44	8	bucher	bucher	PROPN
spir-11039	44	9	,	,	PUNCT
spir-11039	44	10	t.	t.	PROPN
spir-11039	44	11	(	(	PUNCT
spir-11039	44	12	2016	2016	NUM
spir-11039	44	13	)	)	PUNCT
spir-11039	44	14	.	.	PUNCT
spir-11039	45	1	the	the	DET
spir-11039	45	2	algorithmic	algorithmic	ADJ
spir-11039	45	3	imaginary	imaginary	NOUN
spir-11039	45	4	:	:	PUNCT
spir-11039	45	5	exploring	explore	VERB
spir-11039	45	6	the	the	DET
spir-11039	45	7	ordinary	ordinary	ADJ
spir-11039	45	8	affects	affect	NOUN
spir-11039	45	9	of	of	ADP
spir-11039	45	10	facebook	facebook	NOUN
spir-11039	45	11	algorithms	algorithm	NOUN
spir-11039	45	12	.	.	PUNCT
spir-11039	46	1	information	information	NOUN
spir-11039	46	2	,	,	PUNCT
spir-11039	46	3	communication	communication	NOUN
spir-11039	46	4	&	&	CCONJ
spir-11039	46	5	society	society	NOUN
spir-11039	46	6	,	,	PUNCT
spir-11039	46	7	20(1	20(1	NUM
spir-11039	46	8	)	)	PUNCT
spir-11039	46	9	,	,	PUNCT
spir-11039	46	10	30–44	30–44	NUM
spir-11039	46	11	.	.	PUNCT
spir-11039	47	1	http://doi.org/10.1080/1369118x.2016.1154086	http://doi.org/10.1080/1369118x.2016.1154086	PROPN
spir-11039	47	2	davies	davy	NOUN
spir-11039	47	3	,	,	PUNCT
spir-11039	47	4	w.	w.	NOUN
spir-11039	47	5	(	(	PUNCT
spir-11039	47	6	2017	2017	NUM
spir-11039	47	7	)	)	PUNCT
spir-11039	47	8	.	.	PUNCT
spir-11039	48	1	how	how	SCONJ
spir-11039	48	2	are	be	AUX
spir-11039	48	3	we	we	PRON
spir-11039	48	4	now	now	ADV
spir-11039	48	5	?	?	PUNCT
spir-11039	49	1	real	real	ADJ
spir-11039	49	2	-	-	PUNCT
spir-11039	49	3	time	time	NOUN
spir-11039	49	4	mood	mood	NOUN
spir-11039	49	5	-	-	PUNCT
spir-11039	49	6	monitoring	monitoring	NOUN
spir-11039	49	7	as	as	ADP
spir-11039	49	8	valuation	valuation	NOUN
spir-11039	49	9	,	,	PUNCT
spir-11039	49	10	10(1	10(1	NUM
spir-11039	49	11	)	)	PUNCT
spir-11039	49	12	,	,	PUNCT
spir-11039	49	13	34–48	34–48	NUM
spir-11039	49	14	.	.	PUNCT
spir-11039	50	1	http://doi.org/10.1080/17530350.2016.1258000	http://doi.org/10.1080/17530350.2016.1258000	PROPN
spir-11039	50	2	desmet	desmet	PROPN
spir-11039	50	3	,	,	PUNCT
spir-11039	50	4	p.	p.	PROPN
spir-11039	50	5	m.	m.	PROPN
spir-11039	50	6	a.	a.	PROPN
spir-11039	50	7	,	,	PUNCT
spir-11039	50	8	&	&	CCONJ
spir-11039	50	9	roeser	roeser	PROPN
spir-11039	50	10	,	,	PUNCT
spir-11039	50	11	s.	s.	PROPN
spir-11039	50	12	(	(	PUNCT
spir-11039	50	13	2015	2015	NUM
spir-11039	50	14	)	)	PUNCT
spir-11039	50	15	.	.	PUNCT
spir-11039	51	1	emotions	emotion	NOUN
spir-11039	51	2	in	in	ADP
spir-11039	51	3	design	design	NOUN
spir-11039	51	4	for	for	ADP
spir-11039	51	5	values	value	NOUN
spir-11039	51	6	.	.	PUNCT
spir-11039	52	1	in	in	ADP
spir-11039	52	2	j.	j.	PROPN
spir-11039	52	3	van	van	PROPN
spir-11039	52	4	den	den	PROPN
spir-11039	52	5	hoven	hoven	PROPN
spir-11039	52	6	,	,	PUNCT
spir-11039	52	7	p.	p.	PROPN
spir-11039	52	8	e.	e.	PROPN
spir-11039	52	9	vermaas	vermaas	PROPN
spir-11039	52	10	,	,	PUNCT
spir-11039	52	11	&	&	CCONJ
spir-11039	52	12	i.	i.	PROPN
spir-11039	52	13	van	van	PROPN
spir-11039	52	14	de	de	PROPN
spir-11039	52	15	poel	poel	PROPN
spir-11039	52	16	(	(	PUNCT
spir-11039	52	17	eds	ed	NOUN
spir-11039	52	18	.	.	PUNCT
spir-11039	52	19	)	)	PUNCT
spir-11039	52	20	,	,	PUNCT
spir-11039	52	21	handbook	handbook	NOUN
spir-11039	52	22	of	of	ADP
spir-11039	52	23	ethics	ethic	NOUN
spir-11039	52	24	,	,	PUNCT
spir-11039	52	25	values	value	NOUN
spir-11039	52	26	,	,	PUNCT
spir-11039	52	27	and	and	CCONJ
spir-11039	52	28	technological	technological	ADJ
spir-11039	52	29	design	design	NOUN
spir-11039	52	30	(	(	PUNCT
spir-11039	52	31	pp	pp	ADJ
spir-11039	52	32	.	.	PUNCT
spir-11039	52	33	203–219	203–219	NUM
spir-11039	52	34	)	)	PUNCT
spir-11039	52	35	.	.	PUNCT
spir-11039	53	1	dordrecht	dordrecht	PROPN
spir-11039	53	2	:	:	PUNCT
spir-11039	53	3	springer	springer	NOUN
spir-11039	53	4	.	.	PUNCT
spir-11039	54	1	http://doi.org/10.1007/978-94-007-6970-0_6	http://doi.org/10.1007/978-94-007-6970-0_6	PROPN
spir-11039	54	2	dror	dror	NOUN
spir-11039	54	3	,	,	PUNCT
spir-11039	54	4	o.	o.	PROPN
spir-11039	54	5	e.	e.	PROPN
spir-11039	54	6	(	(	PUNCT
spir-11039	54	7	2009	2009	NUM
spir-11039	54	8	)	)	PUNCT
spir-11039	54	9	.	.	PUNCT
spir-11039	55	1	afterword	afterword	NOUN
spir-11039	55	2	:	:	PUNCT
spir-11039	55	3	a	a	DET
spir-11039	55	4	reflection	reflection	NOUN
spir-11039	55	5	on	on	ADP
spir-11039	55	6	feelings	feeling	NOUN
spir-11039	55	7	and	and	CCONJ
spir-11039	55	8	the	the	DET
spir-11039	55	9	history	history	NOUN
spir-11039	55	10	of	of	ADP
spir-11039	55	11	science	science	NOUN
spir-11039	55	12	.	.	PUNCT
spir-11039	56	1	isis	isis	NOUN
spir-11039	56	2	,	,	PUNCT
spir-11039	56	3	100(4	100(4	NUM
spir-11039	56	4	)	)	PUNCT
spir-11039	56	5	,	,	PUNCT
spir-11039	56	6	848–851	848–851	NUM
spir-11039	56	7	.	.	PUNCT
spir-11039	56	8	jain	jain	PROPN
spir-11039	56	9	,	,	PUNCT
spir-11039	56	10	s.	s.	PROPN
spir-11039	56	11	h.	h.	PROPN
spir-11039	56	12	,	,	PUNCT
spir-11039	56	13	powers	power	NOUN
spir-11039	56	14	,	,	PUNCT
spir-11039	56	15	b.	b.	PROPN
spir-11039	56	16	w.	w.	PROPN
spir-11039	56	17	,	,	PUNCT
spir-11039	56	18	hawkins	hawkins	PROPN
spir-11039	56	19	,	,	PUNCT
spir-11039	56	20	j.	j.	PROPN
spir-11039	56	21	b.	b.	PROPN
spir-11039	56	22	,	,	PUNCT
spir-11039	56	23	&	&	CCONJ
spir-11039	56	24	brownstein	brownstein	PROPN
spir-11039	56	25	,	,	PUNCT
spir-11039	56	26	j.	j.	PROPN
spir-11039	56	27	s.	s.	PROPN
spir-11039	56	28	(	(	PUNCT
spir-11039	56	29	2015	2015	NUM
spir-11039	56	30	)	)	PUNCT
spir-11039	56	31	.	.	PUNCT
spir-11039	57	1	the	the	DET
spir-11039	57	2	digital	digital	ADJ
spir-11039	57	3	phenotype	phenotype	NOUN
spir-11039	57	4	.	.	PUNCT
spir-11039	58	1	nature	nature	NOUN
spir-11039	58	2	publishing	publishing	PROPN
spir-11039	58	3	group	group	NOUN
spir-11039	58	4	,	,	PUNCT
spir-11039	58	5	33(5	33(5	NUM
spir-11039	58	6	)	)	PUNCT
spir-11039	58	7	,	,	PUNCT
spir-11039	58	8	462–463	462–463	NUM
spir-11039	58	9	.	.	PUNCT
spir-11039	59	1	http://doi.org/10.1038/nbt.3223	http://doi.org/10.1038/nbt.3223	PROPN
spir-11039	59	2	johnson	johnson	PROPN
spir-11039	59	3	,	,	PUNCT
spir-11039	59	4	d.	d.	PROPN
spir-11039	59	5	g.	g.	PROPN
spir-11039	59	6	(	(	PUNCT
spir-11039	59	7	2018	2018	NUM
spir-11039	59	8	)	)	PUNCT
spir-11039	59	9	.	.	PUNCT
spir-11039	60	1	ai	ai	VERB
spir-11039	60	2	,	,	PUNCT
spir-11039	60	3	agency	agency	NOUN
spir-11039	60	4	and	and	CCONJ
spir-11039	60	5	responsibility	responsibility	NOUN
spir-11039	60	6	:	:	PUNCT
spir-11039	60	7	the	the	DET
spir-11039	60	8	vw	vw	PROPN
spir-11039	60	9	fraud	fraud	NOUN
spir-11039	60	10	case	case	NOUN
spir-11039	60	11	and	and	CCONJ
spir-11039	60	12	beyond	beyond	ADP
spir-11039	60	13	.	.	PUNCT
spir-11039	61	1	ai	ai	PROPN
spir-11039	61	2	&	&	CCONJ
spir-11039	61	3	society	society	NOUN
spir-11039	61	4	,	,	PUNCT
spir-11039	61	5	0(0	0(0	NUM
spir-11039	61	6	)	)	PUNCT
spir-11039	61	7	,	,	PUNCT
spir-11039	61	8	0–0	0–0	X
spir-11039	61	9	.	.	PROPN
spir-11039	61	10	http://doi.org/10.1007/s00146-017-0781-9	http://doi.org/10.1007/s00146-017-0781-9	PROPN
spir-11039	61	11	kim	kim	PROPN
spir-11039	61	12	,	,	PUNCT
spir-11039	61	13	d.	d.	PROPN
spir-11039	61	14	,	,	PUNCT
spir-11039	61	15	frank	frank	PROPN
spir-11039	61	16	,	,	PUNCT
spir-11039	61	17	m.	m.	NOUN
spir-11039	61	18	g.	g.	PROPN
spir-11039	61	19	,	,	PUNCT
spir-11039	61	20	&	&	CCONJ
spir-11039	61	21	kim	kim	PROPN
spir-11039	61	22	,	,	PUNCT
spir-11039	61	23	s.	s.	PROPN
spir-11039	61	24	t.	t.	PROPN
spir-11039	61	25	(	(	PUNCT
spir-11039	61	26	2014	2014	NUM
spir-11039	61	27	)	)	PUNCT
spir-11039	61	28	.	.	PUNCT
spir-11039	62	1	emotional	emotional	ADJ
spir-11039	62	2	display	display	NOUN
spir-11039	62	3	behavior	behavior	NOUN
spir-11039	62	4	in	in	ADP
spir-11039	62	5	different	different	ADJ
spir-11039	62	6	forms	form	NOUN
spir-11039	62	7	of	of	ADP
spir-11039	62	8	computer	computer	NOUN
spir-11039	62	9	mediated	mediate	VERB
spir-11039	62	10	communication	communication	NOUN
spir-11039	62	11	.	.	PUNCT
spir-11039	63	1	computers	computer	NOUN
spir-11039	63	2	in	in	ADP
spir-11039	63	3	human	human	ADJ
spir-11039	63	4	behavior	behavior	NOUN
spir-11039	63	5	,	,	PUNCT
spir-11039	63	6	30	30	NUM
spir-11039	63	7	,	,	PUNCT
spir-11039	63	8	222	222	NUM
spir-11039	63	9	–	–	PUNCT
spir-11039	63	10	229	229	NUM
spir-11039	63	11	.	.	PUNCT
spir-11039	64	1	http://doi.org/10.1016/j.chb.2013.09.001	http://doi.org/10.1016/j.chb.2013.09.001	PROPN
spir-11039	64	2	lively	lively	PROPN
spir-11039	64	3	,	,	PUNCT
spir-11039	64	4	k.	k.	PROPN
spir-11039	64	5	j.	j.	PROPN
spir-11039	64	6	,	,	PUNCT
spir-11039	64	7	&	&	CCONJ
spir-11039	64	8	heise	heise	PROPN
spir-11039	64	9	,	,	PUNCT
spir-11039	64	10	d.	d.	PROPN
spir-11039	64	11	r.	r.	PROPN
spir-11039	64	12	(	(	PUNCT
spir-11039	64	13	2004	2004	NUM
spir-11039	64	14	)	)	PUNCT
spir-11039	64	15	.	.	PUNCT
spir-11039	65	1	sociological	sociological	ADJ
spir-11039	65	2	realms	realm	NOUN
spir-11039	65	3	of	of	ADP
spir-11039	65	4	emotional	emotional	ADJ
spir-11039	65	5	experience	experience	NOUN
spir-11039	65	6	.	.	PUNCT
spir-11039	66	1	american	american	ADJ
spir-11039	66	2	journal	journal	PROPN
spir-11039	66	3	of	of	ADP
spir-11039	66	4	sociology	sociology	NOUN
spir-11039	66	5	,	,	PUNCT
spir-11039	66	6	109(5	109(5	NUM
spir-11039	66	7	)	)	PUNCT
spir-11039	66	8	,	,	PUNCT
spir-11039	66	9	1109–1136	1109–1136	NUM
spir-11039	66	10	.	.	PUNCT
spir-11039	67	1	http://doi.org/10.1086/381915	http://doi.org/10.1086/381915	PROPN
spir-11039	67	2	nagel	nagel	PROPN
spir-11039	67	3	,	,	PUNCT
spir-11039	67	4	t.	t.	PROPN
spir-11039	67	5	(	(	PUNCT
spir-11039	67	6	1979	1979	NUM
spir-11039	67	7	)	)	PUNCT
spir-11039	67	8	.	.	PUNCT
spir-11039	68	1	the	the	DET
spir-11039	68	2	fragmentation	fragmentation	NOUN
spir-11039	68	3	of	of	ADP
spir-11039	68	4	value	value	NOUN
spir-11039	68	5	.	.	PUNCT
spir-11039	69	1	in	in	ADP
spir-11039	69	2	mortal	mortal	ADJ
spir-11039	69	3	questions	question	NOUN
spir-11039	69	4	(	(	PUNCT
spir-11039	69	5	pp	pp	ADJ
spir-11039	69	6	.	.	PUNCT
spir-11039	70	1	128–141	128–141	NUM
spir-11039	70	2	)	)	PUNCT
spir-11039	70	3	.	.	PUNCT
spir-11039	71	1	cambridge	cambridge	PROPN
spir-11039	71	2	,	,	PUNCT
spir-11039	71	3	uk	uk	PROPN
spir-11039	71	4	:	:	PUNCT
spir-11039	71	5	cambridge	cambridge	PROPN
spir-11039	71	6	university	university	PROPN
spir-11039	71	7	press	press	NOUN
spir-11039	71	8	.	.	PUNCT
spir-11039	72	1	picard	picard	PROPN
spir-11039	72	2	,	,	PUNCT
spir-11039	72	3	r.	r.	PROPN
spir-11039	72	4	w.	w.	PROPN
spir-11039	72	5	(	(	PUNCT
spir-11039	72	6	2000	2000	NUM
spir-11039	72	7	)	)	PUNCT
spir-11039	72	8	.	.	PUNCT
spir-11039	73	1	affective	affective	PROPN
spir-11039	73	2	computing	computing	NOUN
spir-11039	73	3	.	.	PUNCT
spir-11039	74	1	cambridge	cambridge	PROPN
spir-11039	74	2	,	,	PUNCT
spir-11039	74	3	ma	ma	PROPN
spir-11039	74	4	:	:	PUNCT
spir-11039	74	5	the	the	DET
spir-11039	74	6	mit	mit	PROPN
spir-11039	74	7	press	press	NOUN
spir-11039	74	8	.	.	PUNCT
spir-11039	75	1	prinz	prinz	PROPN
spir-11039	75	2	,	,	PUNCT
spir-11039	75	3	j.	j.	PROPN
spir-11039	75	4	j.	j.	PROPN
spir-11039	75	5	(	(	PUNCT
spir-11039	75	6	2004	2004	NUM
spir-11039	75	7	)	)	PUNCT
spir-11039	75	8	.	.	PUNCT
spir-11039	76	1	introduction	introduction	NOUN
spir-11039	76	2	:	:	PUNCT
spir-11039	76	3	piecing	piece	VERB
spir-11039	76	4	passions	passion	NOUN
spir-11039	76	5	apart	apart	ADV
spir-11039	76	6	.	.	PUNCT
spir-11039	77	1	in	in	ADP
spir-11039	77	2	gut	gut	NOUN
spir-11039	77	3	reactions	reaction	NOUN
spir-11039	77	4	:	:	PUNCT
spir-11039	77	5	a	a	DET
spir-11039	77	6	perceptual	perceptual	ADJ
spir-11039	77	7	theory	theory	NOUN
spir-11039	77	8	of	of	ADP
spir-11039	77	9	emotion	emotion	NOUN
spir-11039	77	10	(	(	PUNCT
spir-11039	77	11	pp	pp	ADJ
spir-11039	77	12	.	.	PUNCT
spir-11039	78	1	1–11	1–11	PROPN
spir-11039	78	2	)	)	PUNCT
spir-11039	78	3	.	.	PUNCT
spir-11039	79	1	oxford	oxford	PROPN
spir-11039	79	2	,	,	PUNCT
spir-11039	79	3	uk	uk	PROPN
spir-11039	79	4	:	:	PUNCT
spir-11039	79	5	oxford	oxford	PROPN
spir-11039	79	6	university	university	PROPN
spir-11039	79	7	press	press	NOUN
spir-11039	79	8	.	.	PUNCT
spir-11039	80	1	schröder	schröder	NOUN
spir-11039	80	2	,	,	PUNCT
spir-11039	80	3	t.	t.	PROPN
spir-11039	80	4	,	,	PUNCT
spir-11039	80	5	hoey	hoey	PROPN
spir-11039	80	6	,	,	PUNCT
spir-11039	80	7	j.	j.	PROPN
spir-11039	80	8	,	,	PUNCT
spir-11039	80	9	&	&	CCONJ
spir-11039	80	10	rogers	rogers	PROPN
spir-11039	80	11	,	,	PUNCT
spir-11039	80	12	k.	k.	PROPN
spir-11039	80	13	b.	b.	PROPN
spir-11039	80	14	(	(	PUNCT
spir-11039	80	15	2016	2016	NUM
spir-11039	80	16	)	)	PUNCT
spir-11039	80	17	.	.	PUNCT
spir-11039	81	1	modeling	model	VERB
spir-11039	81	2	dynamic	dynamic	ADJ
spir-11039	81	3	identities	identity	NOUN
spir-11039	81	4	and	and	CCONJ
spir-11039	81	5	uncertainty	uncertainty	NOUN
spir-11039	81	6	in	in	ADP
spir-11039	81	7	social	social	ADJ
spir-11039	81	8	interactions	interaction	NOUN
spir-11039	81	9	.	.	PUNCT
spir-11039	82	1	american	american	ADJ
spir-11039	82	2	sociological	sociological	PROPN
spir-11039	82	3	review	review	PROPN
spir-11039	82	4	,	,	PUNCT
spir-11039	82	5	81(4	81(4	NUM
spir-11039	82	6	)	)	PUNCT
spir-11039	82	7	,	,	PUNCT
spir-11039	82	8	828–855	828–855	NUM
spir-11039	82	9	.	.	PUNCT
spir-11039	83	1	http://doi.org/10.1177/0003122416650963	http://doi.org/10.1177/0003122416650963	PROPN
spir-11039	83	2	stark	stark	PROPN
spir-11039	83	3	,	,	PUNCT
spir-11039	83	4	l.	l.	PROPN
spir-11039	83	5	(	(	PUNCT
spir-11039	83	6	2018	2018	NUM
spir-11039	83	7	)	)	PUNCT
spir-11039	83	8	.	.	PUNCT
spir-11039	84	1	algorithmic	algorithmic	ADJ
spir-11039	84	2	psychometrics	psychometric	NOUN
spir-11039	84	3	and	and	CCONJ
spir-11039	84	4	the	the	DET
spir-11039	84	5	scalable	scalable	ADJ
spir-11039	84	6	subject	subject	NOUN
spir-11039	84	7	.	.	PUNCT
spir-11039	85	1	social	social	ADJ
spir-11039	85	2	studies	study	NOUN
spir-11039	85	3	of	of	ADP
spir-11039	85	4	science	science	NOUN
spir-11039	85	5	,	,	PUNCT
spir-11039	85	6	48(2	48(2	NUM
spir-11039	85	7	)	)	PUNCT
spir-11039	85	8	,	,	PUNCT
spir-11039	85	9	204–231	204–231	NUM
spir-11039	85	10	.	.	PUNCT