id	sid	tid	token	lemma	pos
spir-11118	1	1	selected	select	VERB
spir-11118	1	2	papers	paper	NOUN
spir-11118	1	3	of	of	ADP
spir-11118	1	4	#	#	SYM
spir-11118	1	5	aoir2020	aoir2020	PROPN
spir-11118	1	6	:	:	PUNCT
spir-11118	1	7	the	the	DET
spir-11118	1	8	21st	21st	ADJ
spir-11118	1	9	annual	annual	ADJ
spir-11118	1	10	conference	conference	NOUN
spir-11118	1	11	of	of	ADP
spir-11118	1	12	the	the	DET
spir-11118	1	13	association	association	NOUN
spir-11118	1	14	of	of	ADP
spir-11118	1	15	internet	internet	NOUN
spir-11118	1	16	researchers	researcher	NOUN
spir-11118	1	17	virtual	virtual	ADJ
spir-11118	1	18	event	event	NOUN
spir-11118	1	19	/	/	SYM
spir-11118	1	20	-31	-31	PROPN
spir-11118	1	21	october	october	PROPN
spir-11118	1	22	2020	2020	NUM
spir-11118	1	23	suggested	suggest	VERB
spir-11118	1	24	citation	citation	NOUN
spir-11118	1	25	(	(	PUNCT
spir-11118	1	26	apa	apa	PROPN
spir-11118	1	27	):	):	PUNCT
spir-11118	1	28	franzke	franzke	PROPN
spir-11118	1	29	,	,	PUNCT
spir-11118	1	30	a.	a.	NOUN
spir-11118	1	31	,	,	PUNCT
spir-11118	1	32	ess	ess	PROPN
spir-11118	1	33	,	,	PUNCT
spir-11118	1	34	c.	c.	PROPN
spir-11118	1	35	(	(	PUNCT
spir-11118	1	36	2020	2020	NUM
spir-11118	1	37	,	,	PUNCT
spir-11118	1	38	october	october	PROPN
spir-11118	1	39	28	28	NUM
spir-11118	1	40	-	-	SYM
spir-11118	1	41	31	31	NUM
spir-11118	1	42	)	)	PUNCT
spir-11118	1	43	.	.	PUNCT
spir-11118	2	1	legal	legal	ADJ
spir-11118	2	2	and	and	CCONJ
spir-11118	2	3	ethical	ethical	ADJ
spir-11118	2	4	perspectives	perspective	NOUN
spir-11118	2	5	on	on	ADP
spir-11118	2	6	(	(	PUNCT
spir-11118	2	7	big	big	ADJ
spir-11118	2	8	)	)	PUNCT
spir-11118	2	9	data	datum	NOUN
spir-11118	2	10	,	,	PUNCT
spir-11118	2	11	platforms	platform	NOUN
spir-11118	2	12	,	,	PUNCT
spir-11118	2	13	ai	ai	VERB
spir-11118	2	14	and	and	CCONJ
spir-11118	2	15	algorithms	algorithm	NOUN
spir-11118	2	16	.	.	PUNCT
spir-11118	3	1	panel	panel	NOUN
spir-11118	3	2	presented	present	VERB
spir-11118	3	3	at	at	ADP
spir-11118	3	4	aoir	aoir	NOUN
spir-11118	3	5	2020	2020	NUM
spir-11118	3	6	:	:	PUNCT
spir-11118	3	7	the	the	DET
spir-11118	3	8	21th	21th	ADJ
spir-11118	3	9	annual	annual	ADJ
spir-11118	3	10	conference	conference	NOUN
spir-11118	3	11	of	of	ADP
spir-11118	3	12	the	the	DET
spir-11118	3	13	association	association	NOUN
spir-11118	3	14	of	of	ADP
spir-11118	3	15	internet	internet	NOUN
spir-11118	3	16	researchers	researcher	NOUN
spir-11118	3	17	.	.	PUNCT
spir-11118	4	1	virtual	virtual	ADJ
spir-11118	4	2	event	event	NOUN
spir-11118	4	3	:	:	PUNCT
spir-11118	4	4	aoir	aoir	NOUN
spir-11118	4	5	.	.	PUNCT
spir-11118	4	6	retrieved	retrieve	VERB
spir-11118	4	7	from	from	ADP
spir-11118	4	8	http://spir.aoir.org	http://spir.aoir.org	PROPN
spir-11118	4	9	.	.	PUNCT
spir-11118	5	1	legal	legal	ADJ
spir-11118	5	2	and	and	CCONJ
spir-11118	5	3	ethical	ethical	ADJ
spir-11118	5	4	perspectives	perspective	NOUN
spir-11118	5	5	on	on	ADP
spir-11118	5	6	(	(	PUNCT
spir-11118	5	7	big	big	ADJ
spir-11118	5	8	)	)	PUNCT
spir-11118	5	9	data	datum	NOUN
spir-11118	5	10	,	,	PUNCT
spir-11118	5	11	platforms	platform	NOUN
spir-11118	5	12	,	,	PUNCT
spir-11118	5	13	ai	ai	VERB
spir-11118	5	14	and	and	CCONJ
spir-11118	5	15	algorithms	algorithms	PROPN
spir-11118	5	16	aline	aline	PROPN
spir-11118	5	17	shakti	shakti	AUX
spir-11118	5	18	franzke	franzke	PROPN
spir-11118	5	19	university	university	NOUN
spir-11118	5	20	duisburg	duisburg	PROPN
spir-11118	5	21	-	-	PUNCT
spir-11118	5	22	essen	essen	PROPN
spir-11118	5	23	charles	charles	PROPN
spir-11118	5	24	melvin	melvin	PROPN
spir-11118	5	25	ess	ess	PROPN
spir-11118	5	26	university	university	PROPN
spir-11118	5	27	of	of	ADP
spir-11118	5	28	oslo	oslo	PROPN
spir-11118	5	29	panel	panel	PROPN
spir-11118	5	30	rationale	rationale	NOUN
spir-11118	5	31	and	and	CCONJ
spir-11118	5	32	organization	organization	NOUN
spir-11118	5	33	since	since	SCONJ
spir-11118	5	34	its	its	PRON
spir-11118	5	35	inception	inception	NOUN
spir-11118	5	36	,	,	PUNCT
spir-11118	5	37	the	the	DET
spir-11118	5	38	association	association	NOUN
spir-11118	5	39	of	of	ADP
spir-11118	5	40	internet	internet	NOUN
spir-11118	5	41	researchers	researcher	NOUN
spir-11118	5	42	(	(	PUNCT
spir-11118	5	43	aoir	aoir	NOUN
spir-11118	5	44	)	)	PUNCT
spir-11118	5	45	has	have	AUX
spir-11118	5	46	fostered	foster	VERB
spir-11118	5	47	critical	critical	ADJ
spir-11118	5	48	reflection	reflection	NOUN
spir-11118	5	49	on	on	ADP
spir-11118	5	50	the	the	DET
spir-11118	5	51	ethical	ethical	ADJ
spir-11118	5	52	and	and	CCONJ
spir-11118	5	53	social	social	ADJ
spir-11118	5	54	dimensions	dimension	NOUN
spir-11118	5	55	of	of	ADP
spir-11118	5	56	the	the	DET
spir-11118	5	57	internet	internet	NOUN
spir-11118	5	58	and	and	CCONJ
spir-11118	5	59	internet	internet	NOUN
spir-11118	5	60	-	-	PUNCT
spir-11118	5	61	facilitated	facilitate	VERB
spir-11118	5	62	communication	communication	NOUN
spir-11118	5	63	.	.	PUNCT
spir-11118	6	1	these	these	DET
spir-11118	6	2	ethical	ethical	ADJ
spir-11118	6	3	foci	focus	NOUN
spir-11118	6	4	are	be	AUX
spir-11118	6	5	clearly	clearly	ADV
spir-11118	6	6	evoked	evoke	VERB
spir-11118	6	7	throughout	throughout	ADP
spir-11118	6	8	the	the	DET
spir-11118	6	9	thematics	thematic	NOUN
spir-11118	6	10	of	of	ADP
spir-11118	6	11	the	the	DET
spir-11118	6	12	aoir	aoir	NOUN
spir-11118	6	13	2020	2020	NUM
spir-11118	6	14	conference	conference	NOUN
spir-11118	6	15	call	call	NOUN
spir-11118	6	16	,	,	PUNCT
spir-11118	6	17	beginning	begin	VERB
spir-11118	6	18	with	with	ADP
spir-11118	6	19	power	power	NOUN
spir-11118	6	20	,	,	PUNCT
spir-11118	6	21	justice	justice	NOUN
spir-11118	6	22	,	,	PUNCT
spir-11118	6	23	and	and	CCONJ
spir-11118	6	24	inequality	inequality	NOUN
spir-11118	6	25	in	in	ADP
spir-11118	6	26	digitally	digitally	ADV
spir-11118	6	27	mediated	mediate	VERB
spir-11118	6	28	lives	life	NOUN
spir-11118	6	29	;	;	PUNCT
spir-11118	6	30	life	life	NOUN
spir-11118	6	31	,	,	PUNCT
spir-11118	6	32	sex	sex	NOUN
spir-11118	6	33	,	,	PUNCT
spir-11118	6	34	and	and	CCONJ
spir-11118	6	35	death	death	NOUN
spir-11118	6	36	vis	vis	X
spir-11118	6	37	-	-	X
spir-11118	6	38	à	à	X
spir-11118	6	39	-	-	PUNCT
spir-11118	6	40	vis	vis	X
spir-11118	6	41	social	social	ADJ
spir-11118	6	42	media	medium	NOUN
spir-11118	6	43	;	;	PUNCT
spir-11118	6	44	and	and	CCONJ
spir-11118	6	45	political	political	ADJ
spir-11118	6	46	life	life	NOUN
spir-11118	6	47	online	online	ADV
spir-11118	6	48	.	.	PUNCT
spir-11118	7	1	concomitantly	concomitantly	ADV
spir-11118	7	2	,	,	PUNCT
spir-11118	7	3	simon	simon	PROPN
spir-11118	7	4	rogerson	rogerson	PROPN
spir-11118	7	5	,	,	PUNCT
spir-11118	7	6	chief	chief	ADJ
spir-11118	7	7	editor	editor	NOUN
spir-11118	7	8	of	of	ADP
spir-11118	7	9	the	the	DET
spir-11118	7	10	journal	journal	NOUN
spir-11118	7	11	of	of	ADP
spir-11118	7	12	information	information	NOUN
spir-11118	7	13	,	,	PUNCT
spir-11118	7	14	communication	communication	NOUN
spir-11118	7	15	and	and	CCONJ
spir-11118	7	16	ethics	ethic	NOUN
spir-11118	7	17	in	in	ADP
spir-11118	7	18	society	society	NOUN
spir-11118	7	19	(	(	PUNCT
spir-11118	7	20	jices	jice	NOUN
spir-11118	7	21	)	)	PUNCT
spir-11118	7	22	,	,	PUNCT
spir-11118	7	23	describes	describe	VERB
spir-11118	7	24	jices	jice	NOUN
spir-11118	7	25	as	as	ADP
spir-11118	7	26	aiming	aim	VERB
spir-11118	7	27	to	to	PART
spir-11118	7	28	“	"	PUNCT
spir-11118	7	29	…	…	PUNCT
spir-11118	7	30	promote	promote	VERB
spir-11118	7	31	thoughtful	thoughtful	ADJ
spir-11118	7	32	dialogue	dialogue	NOUN
spir-11118	7	33	regarding	regard	VERB
spir-11118	7	34	the	the	DET
spir-11118	7	35	wider	wide	ADJ
spir-11118	7	36	social	social	ADJ
spir-11118	7	37	and	and	CCONJ
spir-11118	7	38	ethical	ethical	ADJ
spir-11118	7	39	issues	issue	NOUN
spir-11118	7	40	related	relate	VERB
spir-11118	7	41	to	to	ADP
spir-11118	7	42	the	the	DET
spir-11118	7	43	planning	planning	NOUN
spir-11118	7	44	,	,	PUNCT
spir-11118	7	45	development	development	NOUN
spir-11118	7	46	,	,	PUNCT
spir-11118	7	47	implementation	implementation	NOUN
spir-11118	7	48	and	and	CCONJ
spir-11118	7	49	use	use	NOUN
spir-11118	7	50	of	of	ADP
spir-11118	7	51	new	new	ADJ
spir-11118	7	52	media	medium	NOUN
spir-11118	7	53	and	and	CCONJ
spir-11118	7	54	information	information	NOUN
spir-11118	7	55	and	and	CCONJ
spir-11118	7	56	communication	communication	NOUN
spir-11118	7	57	technologies	technology	NOUN
spir-11118	7	58	.	.	PUNCT
spir-11118	7	59	”	"	PUNCT
spir-11118	8	1	the	the	DET
spir-11118	8	2	journal	journal	NOUN
spir-11118	8	3	thereby	thereby	ADV
spir-11118	8	4	offers	offer	VERB
spir-11118	8	5	“	"	PUNCT
spir-11118	8	6	necessary	necessary	ADJ
spir-11118	8	7	interdisciplinary	interdisciplinary	NOUN
spir-11118	8	8	,	,	PUNCT
spir-11118	8	9	culturally	culturally	ADV
spir-11118	8	10	and	and	CCONJ
spir-11118	8	11	geographically	geographically	ADV
spir-11118	8	12	diverse	diverse	ADJ
spir-11118	8	13	works	work	NOUN
spir-11118	8	14	essential	essential	ADJ
spir-11118	8	15	to	to	ADP
spir-11118	8	16	understanding	understand	VERB
spir-11118	8	17	the	the	DET
spir-11118	8	18	impacts	impact	NOUN
spir-11118	8	19	of	of	ADP
spir-11118	8	20	the	the	DET
spir-11118	8	21	pervasive	pervasive	ADJ
spir-11118	8	22	new	new	ADJ
spir-11118	8	23	media	medium	NOUN
spir-11118	8	24	and	and	CCONJ
spir-11118	8	25	information	information	NOUN
spir-11118	8	26	and	and	CCONJ
spir-11118	8	27	communication	communication	NOUN
spir-11118	8	28	technologies	technology	NOUN
spir-11118	8	29	.	.	PUNCT
spir-11118	8	30	”	"	PUNCT
spir-11118	9	1	jices	jice	NOUN
spir-11118	9	2	and	and	CCONJ
spir-11118	9	3	aoir	aoir	NOUN
spir-11118	9	4	thus	thus	ADV
spir-11118	9	5	share	share	VERB
spir-11118	9	6	central	central	ADJ
spir-11118	9	7	interests	interest	NOUN
spir-11118	9	8	in	in	ADP
spir-11118	9	9	the	the	DET
spir-11118	9	10	ethical	ethical	ADJ
spir-11118	9	11	and	and	CCONJ
spir-11118	9	12	social	social	ADJ
spir-11118	9	13	dimensions	dimension	NOUN
spir-11118	9	14	of	of	ADP
spir-11118	9	15	the	the	DET
spir-11118	9	16	internet	internet	NOUN
spir-11118	9	17	and	and	CCONJ
spir-11118	9	18	internet	internet	NOUN
spir-11118	9	19	-	-	PUNCT
spir-11118	9	20	facilitated	facilitate	VERB
spir-11118	9	21	communication	communication	NOUN
spir-11118	9	22	,	,	PUNCT
spir-11118	9	23	and	and	CCONJ
spir-11118	9	24	are	be	AUX
spir-11118	9	25	now	now	ADV
spir-11118	9	26	collaborating	collaborate	VERB
spir-11118	9	27	to	to	PART
spir-11118	9	28	highlight	highlight	VERB
spir-11118	9	29	aoir	aoir	NOUN
spir-11118	9	30	conference	conference	NOUN
spir-11118	9	31	presentations	presentation	NOUN
spir-11118	9	32	and	and	CCONJ
spir-11118	9	33	papers	paper	NOUN
spir-11118	9	34	via	via	ADP
spir-11118	9	35	publication	publication	NOUN
spir-11118	9	36	in	in	ADP
spir-11118	9	37	jices	jice	NOUN
spir-11118	9	38	.	.	PUNCT
spir-11118	10	1	as	as	ADP
spir-11118	10	2	part	part	NOUN
spir-11118	10	3	of	of	ADP
spir-11118	10	4	this	this	DET
spir-11118	10	5	collaboration	collaboration	NOUN
spir-11118	10	6	,	,	PUNCT
spir-11118	10	7	we	we	PRON
spir-11118	10	8	collect	collect	VERB
spir-11118	10	9	here	here	ADV
spir-11118	10	10	four	four	NUM
spir-11118	10	11	papers	paper	NOUN
spir-11118	10	12	that	that	PRON
spir-11118	10	13	address	address	VERB
spir-11118	10	14	these	these	DET
spir-11118	10	15	shared	share	VERB
spir-11118	10	16	interests	interest	NOUN
spir-11118	10	17	–	–	PUNCT
spir-11118	10	18	with	with	ADP
spir-11118	10	19	a	a	DET
spir-11118	10	20	specific	specific	ADJ
spir-11118	10	21	focus	focus	NOUN
spir-11118	10	22	on	on	ADP
spir-11118	10	23	legal	legal	ADJ
spir-11118	10	24	and	and	CCONJ
spir-11118	10	25	ethical	ethical	ADJ
spir-11118	10	26	aspects	aspect	NOUN
spir-11118	10	27	of	of	ADP
spir-11118	10	28	big	big	ADJ
spir-11118	10	29	data	datum	NOUN
spir-11118	10	30	.	.	PUNCT
spir-11118	11	1	presuming	presume	VERB
spir-11118	11	2	their	their	PRON
spir-11118	11	3	acceptance	acceptance	NOUN
spir-11118	11	4	and	and	CCONJ
spir-11118	11	5	presentation	presentation	NOUN
spir-11118	11	6	at	at	ADP
spir-11118	11	7	aoir	aoir	NOUN
spir-11118	11	8	2020	2020	NUM
spir-11118	11	9	,	,	PUNCT
spir-11118	11	10	the	the	DET
spir-11118	11	11	papers	paper	NOUN
spir-11118	11	12	will	will	AUX
spir-11118	11	13	be	be	AUX
spir-11118	11	14	revised	revise	VERB
spir-11118	11	15	especially	especially	ADV
spir-11118	11	16	in	in	ADP
spir-11118	11	17	light	light	NOUN
spir-11118	11	18	of	of	ADP
spir-11118	11	19	critical	critical	ADJ
spir-11118	11	20	responses	response	NOUN
spir-11118	11	21	received	receive	VERB
spir-11118	11	22	there	there	ADV
spir-11118	11	23	for	for	ADP
spir-11118	11	24	inclusion	inclusion	NOUN
spir-11118	11	25	in	in	ADP
spir-11118	11	26	a	a	DET
spir-11118	11	27	special	special	ADJ
spir-11118	11	28	issue	issue	NOUN
spir-11118	11	29	of	of	ADP
spir-11118	11	30	jices	jice	NOUN
spir-11118	11	31	devoted	devote	VERB
spir-11118	11	32	to	to	ADP
spir-11118	11	33	showcasing	showcase	VERB
spir-11118	11	34	aoir	aoir	NOUN
spir-11118	11	35	ethics	ethic	NOUN
spir-11118	11	36	work	work	NOUN
spir-11118	11	37	.	.	PUNCT
spir-11118	12	1	paper	paper	NOUN
spir-11118	12	2	1	1	NUM
spir-11118	12	3	,	,	PUNCT
spir-11118	12	4	towards	towards	ADP
spir-11118	12	5	a	a	DET
spir-11118	12	6	political	political	ADJ
spir-11118	12	7	theory	theory	NOUN
spir-11118	12	8	of	of	ADP
spir-11118	12	9	data	data	PROPN
spir-11118	12	10	justice	justice	NOUN
spir-11118	12	11	:	:	PUNCT
spir-11118	12	12	a	a	DET
spir-11118	12	13	public	public	ADJ
spir-11118	12	14	good	good	ADJ
spir-11118	12	15	perspective	perspective	NOUN
spir-11118	12	16	,	,	PUNCT
spir-11118	12	17	draws	draw	VERB
spir-11118	12	18	on	on	ADP
spir-11118	12	19	critical	critical	ADJ
spir-11118	12	20	data	datum	NOUN
spir-11118	12	21	studies	study	NOUN
spir-11118	12	22	and	and	CCONJ
spir-11118	12	23	three	three	NUM
spir-11118	12	24	major	major	ADJ
spir-11118	12	25	political	political	ADJ
spir-11118	12	26	theories	theory	NOUN
spir-11118	12	27	of	of	ADP
spir-11118	12	28	the	the	DET
spir-11118	12	29	public	public	ADJ
spir-11118	12	30	good	good	NOUN
spir-11118	12	31	,	,	PUNCT
spir-11118	12	32	aiming	aim	VERB
spir-11118	12	33	to	to	PART
spir-11118	12	34	synthesize	synthesize	VERB
spir-11118	12	35	interdisciplinary	interdisciplinary	ADJ
spir-11118	12	36	research	research	NOUN
spir-11118	12	37	on	on	ADP
spir-11118	12	38	the	the	DET
spir-11118	12	39	uses	use	NOUN
spir-11118	12	40	and	and	CCONJ
spir-11118	12	41	regulations	regulation	NOUN
spir-11118	12	42	of	of	ADP
spir-11118	12	43	digital	digital	ADJ
spir-11118	12	44	data	datum	NOUN
spir-11118	12	45	in	in	ADP
spir-11118	12	46	public	public	ADJ
spir-11118	12	47	and	and	CCONJ
spir-11118	12	48	political	political	ADJ
spir-11118	12	49	spheres	sphere	NOUN
spir-11118	12	50	.	.	PUNCT
spir-11118	13	1	the	the	DET
spir-11118	13	2	authors	author	NOUN
spir-11118	13	3	develop	develop	VERB
spir-11118	13	4	a	a	DET
spir-11118	13	5	normative	normative	ADJ
spir-11118	13	6	framework	framework	NOUN
spir-11118	13	7	outlining	outline	VERB
spir-11118	13	8	the	the	DET
spir-11118	13	9	potential	potential	ADJ
spir-11118	13	10	public	public	ADJ
spir-11118	13	11	good	good	ADJ
spir-11118	13	12	functions	function	NOUN
spir-11118	13	13	of	of	ADP
spir-11118	13	14	big	big	ADJ
spir-11118	13	15	data	datum	NOUN
spir-11118	13	16	and	and	CCONJ
spir-11118	13	17	the	the	DET
spir-11118	13	18	necessary	necessary	ADJ
spir-11118	13	19	normative	normative	ADJ
spir-11118	13	20	requirements	requirement	NOUN
spir-11118	13	21	for	for	ADP
spir-11118	13	22	the	the	DET
spir-11118	13	23	state	state	NOUN
spir-11118	13	24	’s	’s	PART
spir-11118	13	25	rightful	rightful	ADJ
spir-11118	13	26	collection	collection	NOUN
spir-11118	13	27	of	of	ADP
spir-11118	13	28	large	large	ADJ
spir-11118	13	29	-	-	PUNCT
spir-11118	13	30	scale	scale	NOUN
spir-11118	13	31	big	big	ADJ
spir-11118	13	32	data	datum	NOUN
spir-11118	13	33	,	,	PUNCT
spir-11118	13	34	arguing	argue	VERB
spir-11118	13	35	for	for	ADP
spir-11118	13	36	the	the	DET
spir-11118	13	37	state	state	NOUN
spir-11118	13	38	’s	’s	PART
spir-11118	13	39	central	central	ADJ
spir-11118	13	40	role	role	NOUN
spir-11118	13	41	in	in	ADP
spir-11118	13	42	harnessing	harness	VERB
spir-11118	13	43	large	large	ADJ
spir-11118	13	44	-	-	PUNCT
spir-11118	13	45	scale	scale	NOUN
spir-11118	13	46	big	big	ADJ
spir-11118	13	47	data	datum	NOUN
spir-11118	13	48	to	to	PART
spir-11118	13	49	ameliorate	ameliorate	VERB
spir-11118	13	50	digital	digital	ADJ
spir-11118	13	51	inequalities	inequality	NOUN
spir-11118	13	52	and	and	CCONJ
spir-11118	13	53	deepen	deepen	VERB
spir-11118	13	54	democracy	democracy	NOUN
spir-11118	13	55	.	.	PUNCT
spir-11118	14	1	they	they	PRON
spir-11118	14	2	offer	offer	VERB
spir-11118	14	3	principles	principle	NOUN
spir-11118	14	4	of	of	ADP
spir-11118	14	5	justice	justice	NOUN
spir-11118	14	6	that	that	PRON
spir-11118	14	7	should	should	AUX
spir-11118	14	8	guide	guide	VERB
spir-11118	14	9	the	the	DET
spir-11118	14	10	regulatory	regulatory	ADJ
spir-11118	14	11	framework	framework	NOUN
spir-11118	14	12	of	of	ADP
spir-11118	14	13	data	datum	NOUN
spir-11118	14	14	collection	collection	NOUN
spir-11118	14	15	and	and	CCONJ
spir-11118	14	16	usage	usage	NOUN
spir-11118	14	17	.	.	PUNCT
spir-11118	15	1	paper	paper	NOUN
spir-11118	15	2	2	2	NUM
spir-11118	15	3	,	,	PUNCT
spir-11118	15	4	google	google	NOUN
spir-11118	15	5	and	and	CCONJ
spir-11118	15	6	facebook	facebook	NOUN
spir-11118	15	7	vs	vs	ADP
spir-11118	15	8	rawls	rawl	NOUN
spir-11118	15	9	and	and	CCONJ
spir-11118	15	10	lao	lao	PROPN
spir-11118	15	11	-	-	PUNCT
spir-11118	15	12	tsu	tsu	PROPN
spir-11118	15	13	:	:	PUNCT
spir-11118	15	14	how	how	SCONJ
spir-11118	15	15	silicon	silicon	NOUN
spir-11118	15	16	valley	valley	NOUN
spir-11118	15	17	’s	’s	PART
spir-11118	15	18	utilitarianism	utilitarianism	NOUN
spir-11118	15	19	and	and	CCONJ
spir-11118	15	20	confucianism	confucianism	NOUN
spir-11118	15	21	are	be	AUX
spir-11118	15	22	bad	bad	ADJ
spir-11118	15	23	for	for	ADP
spir-11118	15	24	internet	internet	NOUN
spir-11118	15	25	ethics	ethic	NOUN
spir-11118	15	26	,	,	PUNCT
spir-11118	15	27	critiques	critique	VERB
spir-11118	15	28	the	the	DET
spir-11118	15	29	tech	tech	NOUN
spir-11118	15	30	giants	giant	NOUN
spir-11118	15	31	’	'	PUNCT
spir-11118	15	32	defense	defense	NOUN
spir-11118	15	33	of	of	ADP
spir-11118	15	34	their	their	PRON
spir-11118	15	35	collection	collection	NOUN
spir-11118	15	36	and	and	CCONJ
spir-11118	15	37	use	use	NOUN
spir-11118	15	38	of	of	ADP
spir-11118	15	39	personal	personal	ADJ
spir-11118	15	40	data	datum	NOUN
spir-11118	15	41	as	as	ADP
spir-11118	15	42	a	a	DET
spir-11118	15	43	questionable	questionable	ADJ
spir-11118	15	44	consequentialism	consequentialism	NOUN
spir-11118	15	45	–	–	PUNCT
spir-11118	15	46	one	one	NOUN
spir-11118	15	47	that	that	PRON
spir-11118	15	48	is	be	AUX
spir-11118	15	49	further	far	ADV
spir-11118	15	50	entwined	entwine	VERB
spir-11118	15	51	with	with	ADP
spir-11118	15	52	a	a	DET
spir-11118	15	53	confucian	confucian	ADJ
spir-11118	15	54	-	-	PUNCT
spir-11118	15	55	style	style	NOUN
spir-11118	15	56	hierarchical	hierarchical	ADJ
spir-11118	15	57	decision	decision	NOUN
spir-11118	15	58	-	-	PUNCT
spir-11118	15	59	making	making	NOUN
spir-11118	15	60	.	.	PUNCT
spir-11118	16	1	such	such	ADJ
spir-11118	16	2	consequentialism	consequentialism	NOUN
spir-11118	16	3	is	be	AUX
spir-11118	16	4	easily	easily	ADV
spir-11118	16	5	critiqued	critique	VERB
spir-11118	16	6	:	:	PUNCT
spir-11118	16	7	predicting	predict	VERB
spir-11118	16	8	the	the	DET
spir-11118	16	9	consequences	consequence	NOUN
spir-11118	16	10	of	of	ADP
spir-11118	16	11	acts	act	NOUN
spir-11118	16	12	–	–	PUNCT
spir-11118	16	13	in	in	ADP
spir-11118	16	14	this	this	DET
spir-11118	16	15	case	case	NOUN
spir-11118	16	16	,	,	PUNCT
spir-11118	16	17	of	of	ADP
spir-11118	16	18	technological	technological	ADJ
spir-11118	16	19	development	development	NOUN
spir-11118	16	20	,	,	PUNCT
spir-11118	16	21	adoption	adoption	NOUN
spir-11118	16	22	,	,	PUNCT
spir-11118	16	23	and	and	CCONJ
spir-11118	16	24	practices	practice	NOUN
spir-11118	16	25	such	such	ADJ
spir-11118	16	26	as	as	ADP
spir-11118	16	27	online	online	ADJ
spir-11118	16	28	data	data	NOUN
spir-11118	16	29	collection	collection	NOUN
spir-11118	16	30	–	–	PUNCT
spir-11118	16	31	is	be	AUX
spir-11118	16	32	demonstrably	demonstrably	ADV
spir-11118	16	33	difficult	difficult	ADJ
spir-11118	16	34	,	,	PUNCT
spir-11118	16	35	if	if	SCONJ
spir-11118	16	36	not	not	PART
spir-11118	16	37	intrinsically	intrinsically	ADV
spir-11118	16	38	impossible	impossible	ADJ
spir-11118	16	39	.	.	PUNCT
spir-11118	17	1	the	the	DET
spir-11118	17	2	paper	paper	NOUN
spir-11118	17	3	closes	close	VERB
spir-11118	17	4	by	by	ADP
spir-11118	17	5	demonstrating	demonstrate	VERB
spir-11118	17	6	a	a	DET
spir-11118	17	7	viable	viable	ADJ
spir-11118	17	8	alternative	alternative	NOUN
spir-11118	17	9	to	to	ADP
spir-11118	17	10	silicon	silicon	PROPN
spir-11118	17	11	valley	valley	PROPN
spir-11118	17	12	’s	’s	PART
spir-11118	17	13	utilitarian	utilitarian	ADJ
spir-11118	17	14	hegemony	hegemony	NOUN
spir-11118	17	15	through	through	ADP
spir-11118	17	16	rawlsian	rawlsian	ADJ
spir-11118	17	17	ethics	ethic	NOUN
spir-11118	17	18	and	and	CCONJ
spir-11118	17	19	taoist	taoist	ADJ
spir-11118	17	20	rebuttals	rebuttal	NOUN
spir-11118	17	21	of	of	ADP
spir-11118	17	22	confucianism	confucianism	NOUN
spir-11118	17	23	.	.	PUNCT
spir-11118	18	1	paper	paper	NOUN
spir-11118	18	2	3	3	NUM
spir-11118	18	3	,	,	PUNCT
spir-11118	18	4	the	the	DET
spir-11118	18	5	jurisprudence	jurisprudence	NOUN
spir-11118	18	6	of	of	ADP
spir-11118	18	7	datafied	datafied	ADJ
spir-11118	18	8	law	law	NOUN
spir-11118	18	9	,	,	PUNCT
spir-11118	18	10	addresses	address	VERB
spir-11118	18	11	the	the	DET
spir-11118	18	12	growing	grow	VERB
spir-11118	18	13	use	use	NOUN
spir-11118	18	14	of	of	ADP
spir-11118	18	15	data	datum	NOUN
spir-11118	18	16	profiles	profile	NOUN
spir-11118	18	17	and	and	CCONJ
spir-11118	18	18	algorithmic	algorithmic	ADJ
spir-11118	18	19	“	"	PUNCT
spir-11118	18	20	decision	decision	NOUN
spir-11118	18	21	-	-	PUNCT
spir-11118	18	22	making	making	NOUN
spir-11118	18	23	”	"	PUNCT
spir-11118	18	24	processes	process	NOUN
spir-11118	18	25	in	in	ADP
spir-11118	18	26	making	make	VERB
spir-11118	18	27	legal	legal	ADJ
spir-11118	18	28	decisions	decision	NOUN
spir-11118	18	29	regarding	regard	VERB
spir-11118	18	30	criminal	criminal	ADJ
spir-11118	18	31	sentencing	sentencing	NOUN
spir-11118	18	32	,	,	PUNCT
spir-11118	18	33	parole	parole	NOUN
spir-11118	18	34	,	,	PUNCT
spir-11118	18	35	bail	bail	NOUN
spir-11118	18	36	,	,	PUNCT
spir-11118	18	37	and	and	CCONJ
spir-11118	18	38	other	other	ADJ
spir-11118	18	39	jurisprudential	jurisprudential	ADJ
spir-11118	18	40	outcomes	outcome	NOUN
spir-11118	18	41	.	.	PUNCT
spir-11118	19	1	the	the	DET
spir-11118	19	2	rule	rule	NOUN
spir-11118	19	3	of	of	ADP
spir-11118	19	4	law	law	NOUN
spir-11118	19	5	queries	query	VERB
spir-11118	19	6	the	the	DET
spir-11118	19	7	capacity	capacity	NOUN
spir-11118	19	8	of	of	ADP
spir-11118	19	9	such	such	ADJ
spir-11118	19	10	systems	system	NOUN
spir-11118	19	11	to	to	PART
spir-11118	19	12	adequately	adequately	ADV
spir-11118	19	13	address	address	VERB
spir-11118	19	14	the	the	DET
spir-11118	19	15	tension	tension	NOUN
spir-11118	19	16	in	in	ADP
spir-11118	19	17	all	all	DET
spir-11118	19	18	democratic	democratic	ADJ
spir-11118	19	19	systems	system	NOUN
spir-11118	19	20	between	between	ADP
spir-11118	19	21	autonomy	autonomy	NOUN
spir-11118	19	22	and	and	CCONJ
spir-11118	19	23	equity	equity	NOUN
spir-11118	19	24	.	.	PUNCT
spir-11118	20	1	the	the	DET
spir-11118	20	2	basic	basic	ADJ
spir-11118	20	3	assumptions	assumption	NOUN
spir-11118	20	4	in	in	ADP
spir-11118	20	5	such	such	ADJ
spir-11118	20	6	systems	system	NOUN
spir-11118	20	7	also	also	ADV
spir-11118	20	8	evoke	evoke	VERB
spir-11118	20	9	basic	basic	ADJ
spir-11118	20	10	questions	question	NOUN
spir-11118	20	11	,	,	PUNCT
spir-11118	20	12	i.e.	i.e.	X
spir-11118	20	13	,	,	PUNCT
spir-11118	20	14	whether	whether	SCONJ
spir-11118	20	15	such	such	ADJ
spir-11118	20	16	profiles	profile	NOUN
spir-11118	20	17	are	be	AUX
spir-11118	20	18	measurements	measurement	NOUN
spir-11118	20	19	of	of	ADP
spir-11118	20	20	static	static	ADJ
spir-11118	20	21	,	,	PUNCT
spir-11118	20	22	inherent	inherent	ADJ
spir-11118	20	23	qualities	quality	NOUN
spir-11118	20	24	of	of	ADP
spir-11118	20	25	the	the	DET
spir-11118	20	26	individual	individual	NOUN
spir-11118	20	27	,	,	PUNCT
spir-11118	20	28	or	or	CCONJ
spir-11118	20	29	rather	rather	ADV
spir-11118	20	30	a	a	DET
spir-11118	20	31	dynamic	dynamic	ADJ
spir-11118	20	32	social	social	ADJ
spir-11118	20	33	metric	metric	NOUN
spir-11118	20	34	against	against	ADP
spir-11118	20	35	which	which	PRON
spir-11118	20	36	the	the	DET
spir-11118	20	37	subject	subject	NOUN
spir-11118	20	38	can	can	AUX
spir-11118	20	39	assess	assess	VERB
spir-11118	20	40	and	and	CCONJ
spir-11118	20	41	potentially	potentially	ADV
spir-11118	20	42	improve	improve	VERB
spir-11118	20	43	herself	herself	PRON
spir-11118	20	44	.	.	PUNCT
spir-11118	21	1	the	the	DET
spir-11118	21	2	latter	latter	ADJ
spir-11118	21	3	forces	force	NOUN
spir-11118	21	4	further	further	ADJ
spir-11118	21	5	questions	question	NOUN
spir-11118	21	6	as	as	ADP
spir-11118	21	7	to	to	ADP
spir-11118	21	8	the	the	DET
spir-11118	21	9	proper	proper	ADJ
spir-11118	21	10	role	role	NOUN
spir-11118	21	11	of	of	ADP
spir-11118	21	12	the	the	DET
spir-11118	21	13	state	state	NOUN
spir-11118	21	14	in	in	ADP
spir-11118	21	15	adopting	adopt	VERB
spir-11118	21	16	the	the	DET
spir-11118	21	17	datafied	datafie	VERB
spir-11118	21	18	tools	tool	NOUN
spir-11118	21	19	of	of	ADP
spir-11118	21	20	“	"	PUNCT
spir-11118	21	21	surveillance	surveillance	NOUN
spir-11118	21	22	capitalism	capitalism	NOUN
spir-11118	21	23	”	"	PUNCT
spir-11118	21	24	to	to	PART
spir-11118	21	25	encourage	encourage	VERB
spir-11118	21	26	liberal	liberal	ADJ
spir-11118	21	27	social	social	ADJ
spir-11118	21	28	orders	order	NOUN
spir-11118	21	29	.	.	PUNCT
spir-11118	22	1	paper	paper	NOUN
spir-11118	22	2	4	4	NUM
spir-11118	22	3	,	,	PUNCT
spir-11118	22	4	a	a	DET
spir-11118	22	5	systematic	systematic	ADJ
spir-11118	22	6	literature	literature	NOUN
spir-11118	22	7	review	review	NOUN
spir-11118	22	8	of	of	ADP
spir-11118	22	9	ethical	ethical	ADJ
spir-11118	22	10	code	code	NOUN
spir-11118	22	11	of	of	ADP
spir-11118	22	12	conduct	conduct	NOUN
spir-11118	22	13	in	in	ADP
spir-11118	22	14	the	the	DET
spir-11118	22	15	field	field	NOUN
spir-11118	22	16	of	of	ADP
spir-11118	22	17	internet	internet	NOUN
spir-11118	22	18	research	research	NOUN
spir-11118	22	19	,	,	PUNCT
spir-11118	22	20	notes	note	VERB
spir-11118	22	21	that	that	SCONJ
spir-11118	22	22	since	since	SCONJ
spir-11118	22	23	2017	2017	NUM
spir-11118	22	24	,	,	PUNCT
spir-11118	22	25	a	a	DET
spir-11118	22	26	broad	broad	ADJ
spir-11118	22	27	range	range	NOUN
spir-11118	22	28	of	of	ADP
spir-11118	22	29	documents	document	NOUN
spir-11118	22	30	concerning	concern	VERB
spir-11118	22	31	the	the	DET
spir-11118	22	32	ethics	ethic	NOUN
spir-11118	22	33	of	of	ADP
spir-11118	22	34	ai	ai	NOUN
spir-11118	22	35	,	,	PUNCT
spir-11118	22	36	algorithms	algorithm	NOUN
spir-11118	22	37	and	and	CCONJ
spir-11118	22	38	big	big	ADJ
spir-11118	22	39	data	datum	NOUN
spir-11118	22	40	have	have	AUX
spir-11118	22	41	proliferated	proliferate	VERB
spir-11118	22	42	.	.	PUNCT
spir-11118	23	1	these	these	DET
spir-11118	23	2	documents	document	NOUN
spir-11118	23	3	have	have	AUX
spir-11118	23	4	mostly	mostly	ADV
spir-11118	23	5	focused	focus	VERB
spir-11118	23	6	on	on	ADP
spir-11118	23	7	basic	basic	ADJ
spir-11118	23	8	values	value	NOUN
spir-11118	23	9	,	,	PUNCT
spir-11118	23	10	such	such	ADJ
spir-11118	23	11	as	as	ADP
spir-11118	23	12	autonomy	autonomy	NOUN
spir-11118	23	13	,	,	PUNCT
spir-11118	23	14	privacy	privacy	NOUN
spir-11118	23	15	and	and	CCONJ
spir-11118	23	16	transparency	transparency	NOUN
spir-11118	23	17	.	.	PUNCT
spir-11118	24	1	other	other	ADJ
spir-11118	24	2	approaches	approach	NOUN
spir-11118	24	3	focus	focus	VERB
spir-11118	24	4	more	more	ADV
spir-11118	24	5	on	on	ADP
spir-11118	24	6	technological	technological	ADJ
spir-11118	24	7	processes	process	NOUN
spir-11118	24	8	,	,	PUNCT
spir-11118	24	9	such	such	ADJ
spir-11118	24	10	as	as	ADP
spir-11118	24	11	the	the	DET
spir-11118	24	12	moments	moment	NOUN
spir-11118	24	13	of	of	ADP
spir-11118	24	14	data	datum	NOUN
spir-11118	24	15	collection	collection	NOUN
spir-11118	24	16	,	,	PUNCT
spir-11118	24	17	analyses	analysis	NOUN
spir-11118	24	18	and	and	CCONJ
spir-11118	24	19	disemination	disemination	NOUN
spir-11118	24	20	.	.	PUNCT
spir-11118	25	1	this	this	DET
spir-11118	25	2	paper	paper	NOUN
spir-11118	25	3	provides	provide	VERB
spir-11118	25	4	an	an	DET
spir-11118	25	5	extensive	extensive	ADJ
spir-11118	25	6	literature	literature	NOUN
spir-11118	25	7	review	review	NOUN
spir-11118	25	8	and	and	CCONJ
spir-11118	25	9	thereby	thereby	ADV
spir-11118	25	10	maps	map	VERB
spir-11118	25	11	the	the	DET
spir-11118	25	12	existing	exist	VERB
spir-11118	25	13	landscape	landscape	NOUN
spir-11118	25	14	of	of	ADP
spir-11118	25	15	ethical	ethical	ADJ
spir-11118	25	16	guidelines	guideline	NOUN
spir-11118	25	17	for	for	ADP
spir-11118	25	18	these	these	DET
spir-11118	25	19	technologies	technology	NOUN
spir-11118	25	20	.	.	PUNCT
spir-11118	26	1	a	a	DET
spir-11118	26	2	total	total	NOUN
spir-11118	26	3	of	of	ADP
spir-11118	26	4	90	90	NUM
spir-11118	26	5	documents	document	NOUN
spir-11118	26	6	published	publish	VERB
spir-11118	26	7	between	between	ADP
spir-11118	26	8	the	the	DET
spir-11118	26	9	2017	2017	NUM
spir-11118	26	10	-	-	SYM
spir-11118	26	11	2020	2020	NUM
spir-11118	26	12	are	be	AUX
spir-11118	26	13	analyzed	analyze	VERB
spir-11118	26	14	and	and	CCONJ
spir-11118	26	15	organized	organize	VERB
spir-11118	26	16	into	into	ADP
spir-11118	26	17	a	a	DET
spir-11118	26	18	taxonomy	taxonomy	NOUN
spir-11118	26	19	.	.	PUNCT
spir-11118	27	1	the	the	DET
spir-11118	27	2	paper	paper	NOUN
spir-11118	27	3	addresses	address	VERB
spir-11118	27	4	three	three	NUM
spir-11118	27	5	central	central	ADJ
spir-11118	27	6	questions	question	NOUN
spir-11118	27	7	:	:	PUNCT
spir-11118	27	8	how	how	SCONJ
spir-11118	27	9	are	be	AUX
spir-11118	27	10	existing	exist	VERB
spir-11118	27	11	guidelines	guideline	NOUN
spir-11118	27	12	designed	design	VERB
spir-11118	27	13	?	?	PUNCT
spir-11118	28	1	what	what	DET
spir-11118	28	2	types	type	NOUN
spir-11118	28	3	of	of	ADP
spir-11118	28	4	ethical	ethical	ADJ
spir-11118	28	5	reasoning	reasoning	NOUN
spir-11118	28	6	do	do	AUX
spir-11118	28	7	they	they	PRON
spir-11118	28	8	follow	follow	VERB
spir-11118	28	9	?	?	PUNCT
spir-11118	29	1	what	what	DET
spir-11118	29	2	sorts	sort	NOUN
spir-11118	29	3	of	of	ADP
spir-11118	29	4	ethical	ethical	ADJ
spir-11118	29	5	schools	school	NOUN
spir-11118	29	6	are	be	AUX
spir-11118	29	7	represented	represent	VERB
spir-11118	29	8	?	?	PUNCT
spir-11118	30	1	both	both	PRON
spir-11118	30	2	individually	individually	ADV
spir-11118	30	3	and	and	CCONJ
spir-11118	30	4	collectively	collectively	ADV
spir-11118	30	5	,	,	PUNCT
spir-11118	30	6	then	then	ADV
spir-11118	30	7	,	,	PUNCT
spir-11118	30	8	these	these	DET
spir-11118	30	9	papers	paper	NOUN
spir-11118	30	10	directly	directly	ADV
spir-11118	30	11	take	take	VERB
spir-11118	30	12	up	up	ADP
spir-11118	30	13	the	the	DET
spir-11118	30	14	central	central	ADJ
spir-11118	30	15	interests	interest	NOUN
spir-11118	30	16	shared	share	VERB
spir-11118	30	17	between	between	ADP
spir-11118	30	18	aoir	aoir	NOUN
spir-11118	30	19	and	and	CCONJ
spir-11118	30	20	jices	jice	NOUN
spir-11118	30	21	in	in	ADP
spir-11118	30	22	the	the	DET
spir-11118	30	23	ethical	ethical	ADJ
spir-11118	30	24	and	and	CCONJ
spir-11118	30	25	social	social	ADJ
spir-11118	30	26	dimensions	dimension	NOUN
spir-11118	30	27	of	of	ADP
spir-11118	30	28	the	the	DET
spir-11118	30	29	internet	internet	NOUN
spir-11118	30	30	and	and	CCONJ
spir-11118	30	31	internet	internet	NOUN
spir-11118	30	32	-	-	PUNCT
spir-11118	30	33	facilitated	facilitate	VERB
spir-11118	30	34	communication	communication	NOUN
spir-11118	30	35	.	.	PUNCT
spir-11118	31	1	they	they	PRON
spir-11118	31	2	offer	offer	VERB
spir-11118	31	3	new	new	ADJ
spir-11118	31	4	insight	insight	NOUN
spir-11118	31	5	on	on	ADP
spir-11118	31	6	legal	legal	ADJ
spir-11118	31	7	and	and	CCONJ
spir-11118	31	8	ethical	ethical	ADJ
spir-11118	31	9	aspects	aspect	NOUN
spir-11118	31	10	of	of	ADP
spir-11118	31	11	contemporary	contemporary	ADJ
spir-11118	31	12	technologies	technology	NOUN
spir-11118	31	13	,	,	PUNCT
spir-11118	31	14	some	some	PRON
spir-11118	31	15	of	of	ADP
spir-11118	31	16	which	which	PRON
spir-11118	31	17	will	will	AUX
spir-11118	31	18	have	have	VERB
spir-11118	31	19	specific	specific	ADJ
spir-11118	31	20	implications	implication	NOUN
spir-11118	31	21	for	for	ADP
spir-11118	31	22	internet	internet	NOUN
spir-11118	31	23	research	research	NOUN
spir-11118	31	24	ethics	ethic	NOUN
spir-11118	31	25	.	.	PUNCT
spir-11118	32	1	paper	paper	NOUN
spir-11118	32	2	1	1	NUM
spir-11118	32	3	:	:	PUNCT
spir-11118	32	4	towards	towards	ADP
spir-11118	32	5	a	a	DET
spir-11118	32	6	political	political	ADJ
spir-11118	32	7	theory	theory	NOUN
spir-11118	32	8	of	of	ADP
spir-11118	32	9	data	data	PROPN
spir-11118	32	10	justice	justice	NOUN
spir-11118	32	11	:	:	PUNCT
spir-11118	32	12	a	a	DET
spir-11118	32	13	public	public	ADJ
spir-11118	32	14	good	good	ADJ
spir-11118	32	15	perspective	perspective	NOUN
spir-11118	32	16	chi	chi	PROPN
spir-11118	32	17	kwok	kwok	PROPN
spir-11118	32	18	university	university	PROPN
spir-11118	32	19	of	of	ADP
spir-11118	32	20	toronto	toronto	PROPN
spir-11118	32	21	ngai	ngai	PROPN
spir-11118	32	22	keung	keung	PROPN
spir-11118	32	23	chan	chan	PROPN
spir-11118	32	24	cornell	cornell	PROPN
spir-11118	32	25	university	university	PROPN
spir-11118	32	26	suggested	suggest	VERB
spir-11118	32	27	citation	citation	NOUN
spir-11118	32	28	:	:	PUNCT
spir-11118	33	1	kwok	kwok	PROPN
spir-11118	33	2	,	,	PUNCT
spir-11118	33	3	c.	c.	PROPN
spir-11118	33	4	,	,	PUNCT
spir-11118	33	5	&	&	CCONJ
spir-11118	33	6	chan	chan	PROPN
spir-11118	33	7	,	,	PUNCT
spir-11118	33	8	n.	n.	PROPN
spir-11118	33	9	c.	c.	PROPN
spir-11118	33	10	(	(	PUNCT
spir-11118	33	11	2020	2020	NUM
spir-11118	33	12	,	,	PUNCT
spir-11118	33	13	october	october	PROPN
spir-11118	33	14	)	)	PUNCT
spir-11118	33	15	.	.	PUNCT
spir-11118	34	1	towards	towards	ADP
spir-11118	34	2	a	a	DET
spir-11118	34	3	political	political	ADJ
spir-11118	34	4	theory	theory	NOUN
spir-11118	34	5	of	of	ADP
spir-11118	34	6	data	data	PROPN
spir-11118	34	7	justice	justice	NOUN
spir-11118	34	8	:	:	PUNCT
spir-11118	34	9	a	a	DET
spir-11118	34	10	public	public	ADJ
spir-11118	34	11	good	good	ADJ
spir-11118	34	12	perspective	perspective	NOUN
spir-11118	34	13	.	.	PUNCT
spir-11118	35	1	paper	paper	NOUN
spir-11118	35	2	presented	present	VERB
spir-11118	35	3	at	at	ADP
spir-11118	35	4	aoir	aoir	NOUN
spir-11118	35	5	2020	2020	NUM
spir-11118	35	6	:	:	PUNCT
spir-11118	35	7	the	the	DET
spir-11118	35	8	21th	21th	ADJ
spir-11118	35	9	annual	annual	ADJ
spir-11118	35	10	conference	conference	NOUN
spir-11118	35	11	of	of	ADP
spir-11118	35	12	the	the	DET
spir-11118	35	13	association	association	NOUN
spir-11118	35	14	of	of	ADP
spir-11118	35	15	internet	internet	NOUN
spir-11118	35	16	researchers	researcher	NOUN
spir-11118	35	17	.	.	PUNCT
spir-11118	36	1	virtual	virtual	ADJ
spir-11118	36	2	event	event	NOUN
spir-11118	36	3	:	:	PUNCT
spir-11118	36	4	aoir	aoir	NOUN
spir-11118	36	5	.	.	PUNCT
spir-11118	36	6	retrieved	retrieve	VERB
spir-11118	36	7	from	from	ADP
spir-11118	36	8	http://spir.aoir.org	http://spir.aoir.org	PROPN
spir-11118	36	9	.	.	PUNCT
spir-11118	37	1	introduction	introduction	NOUN
spir-11118	37	2	big	big	ADJ
spir-11118	37	3	data	datum	NOUN
spir-11118	37	4	simultaneously	simultaneously	ADV
spir-11118	37	5	enables	enable	VERB
spir-11118	37	6	the	the	DET
spir-11118	37	7	state	state	NOUN
spir-11118	37	8	's	's	PART
spir-11118	37	9	ability	ability	NOUN
spir-11118	37	10	to	to	PART
spir-11118	37	11	improve	improve	VERB
spir-11118	37	12	its	its	PRON
spir-11118	37	13	governance	governance	NOUN
spir-11118	37	14	for	for	ADP
spir-11118	37	15	the	the	DET
spir-11118	37	16	improvement	improvement	NOUN
spir-11118	37	17	of	of	ADP
spir-11118	37	18	people	people	NOUN
spir-11118	37	19	's	's	PART
spir-11118	37	20	living	living	NOUN
spir-11118	37	21	conditions	condition	NOUN
spir-11118	37	22	and	and	CCONJ
spir-11118	37	23	its	its	PRON
spir-11118	37	24	ability	ability	NOUN
spir-11118	37	25	to	to	PART
spir-11118	37	26	abuse	abuse	VERB
spir-11118	37	27	its	its	PRON
spir-11118	37	28	power	power	NOUN
spir-11118	37	29	which	which	PRON
spir-11118	37	30	threatens	threaten	VERB
spir-11118	37	31	the	the	DET
spir-11118	37	32	privacy	privacy	NOUN
spir-11118	37	33	and	and	CCONJ
spir-11118	37	34	freedom	freedom	NOUN
spir-11118	37	35	of	of	ADP
spir-11118	37	36	democratic	democratic	ADJ
spir-11118	37	37	citizens	citizen	NOUN
spir-11118	37	38	.	.	PUNCT
spir-11118	38	1	the	the	DET
spir-11118	38	2	issue	issue	NOUN
spir-11118	38	3	becomes	become	VERB
spir-11118	38	4	more	more	ADV
spir-11118	38	5	complicated	complicated	ADJ
spir-11118	38	6	when	when	SCONJ
spir-11118	38	7	we	we	PRON
spir-11118	38	8	account	account	VERB
spir-11118	38	9	for	for	ADP
spir-11118	38	10	the	the	DET
spir-11118	38	11	ownership	ownership	NOUN
spir-11118	38	12	and	and	CCONJ
spir-11118	38	13	consent	consent	NOUN
spir-11118	38	14	of	of	ADP
spir-11118	38	15	big	big	ADJ
spir-11118	38	16	data	datum	NOUN
spir-11118	38	17	(	(	PUNCT
spir-11118	38	18	nissenbaum	nissenbaum	PROPN
spir-11118	38	19	,	,	PUNCT
spir-11118	38	20	2017	2017	NUM
spir-11118	38	21	)	)	PUNCT
spir-11118	38	22	.	.	PUNCT
spir-11118	39	1	it	it	PRON
spir-11118	39	2	is	be	AUX
spir-11118	39	3	under	under	ADP
spir-11118	39	4	this	this	DET
spir-11118	39	5	context	context	NOUN
spir-11118	39	6	that	that	SCONJ
spir-11118	39	7	boyd	boyd	PROPN
spir-11118	39	8	and	and	CCONJ
spir-11118	39	9	crawford	crawford	PROPN
spir-11118	39	10	(	(	PUNCT
spir-11118	39	11	2012	2012	NUM
spir-11118	39	12	)	)	PUNCT
spir-11118	39	13	posed	pose	VERB
spir-11118	39	14	two	two	NUM
spir-11118	39	15	central	central	ADJ
spir-11118	39	16	questions	question	NOUN
spir-11118	39	17	about	about	ADP
spir-11118	39	18	the	the	DET
spir-11118	39	19	relations	relation	NOUN
spir-11118	39	20	between	between	ADP
spir-11118	39	21	big	big	ADJ
spir-11118	39	22	data	datum	NOUN
spir-11118	39	23	and	and	CCONJ
spir-11118	39	24	politics	politic	NOUN
spir-11118	39	25	:	:	PUNCT
spir-11118	39	26	(	(	PUNCT
spir-11118	39	27	1	1	X
spir-11118	39	28	)	)	PUNCT
spir-11118	39	29	whether	whether	SCONJ
spir-11118	39	30	big	big	ADJ
spir-11118	39	31	data	datum	NOUN
spir-11118	39	32	can	can	AUX
spir-11118	39	33	become	become	VERB
spir-11118	39	34	a	a	DET
spir-11118	39	35	public	public	ADJ
spir-11118	39	36	good	good	NOUN
spir-11118	39	37	that	that	PRON
spir-11118	39	38	is	be	AUX
spir-11118	39	39	beneficial	beneficial	ADJ
spir-11118	39	40	to	to	ADP
spir-11118	39	41	people	people	NOUN
spir-11118	39	42	’s	’s	PART
spir-11118	39	43	well	well	ADV
spir-11118	39	44	-	-	PUNCT
spir-11118	39	45	being	being	NOUN
spir-11118	39	46	and	and	CCONJ
spir-11118	39	47	good	good	ADJ
spir-11118	39	48	life	life	NOUN
spir-11118	39	49	,	,	PUNCT
spir-11118	39	50	and	and	CCONJ
spir-11118	39	51	(	(	PUNCT
spir-11118	39	52	2	2	X
spir-11118	39	53	)	)	PUNCT
spir-11118	39	54	whether	whether	SCONJ
spir-11118	39	55	the	the	DET
spir-11118	39	56	state	state	NOUN
spir-11118	39	57	should	should	AUX
spir-11118	39	58	be	be	AUX
spir-11118	39	59	granted	grant	VERB
spir-11118	39	60	the	the	DET
spir-11118	39	61	right	right	NOUN
spir-11118	39	62	to	to	PART
spir-11118	39	63	collect	collect	VERB
spir-11118	39	64	big	big	ADJ
spir-11118	39	65	data	datum	NOUN
spir-11118	39	66	.	.	PUNCT
spir-11118	40	1	these	these	DET
spir-11118	40	2	questions	question	NOUN
spir-11118	40	3	still	still	ADV
spir-11118	40	4	lack	lack	VERB
spir-11118	40	5	a	a	DET
spir-11118	40	6	systematic	systematic	ADJ
spir-11118	40	7	answer	answer	NOUN
spir-11118	40	8	in	in	ADP
spir-11118	40	9	existing	exist	VERB
spir-11118	40	10	big	big	ADJ
spir-11118	40	11	data	datum	NOUN
spir-11118	40	12	literature	literature	NOUN
spir-11118	40	13	.	.	PUNCT
spir-11118	41	1	with	with	ADP
spir-11118	41	2	qualification	qualification	NOUN
spir-11118	41	3	,	,	PUNCT
spir-11118	41	4	this	this	DET
spir-11118	41	5	paper	paper	NOUN
spir-11118	41	6	answers	answer	VERB
spir-11118	41	7	yes	yes	INTJ
spir-11118	41	8	to	to	ADP
spir-11118	41	9	these	these	DET
spir-11118	41	10	two	two	NUM
spir-11118	41	11	questions	question	NOUN
spir-11118	41	12	:	:	PUNCT
spir-11118	41	13	big	big	ADJ
spir-11118	41	14	data	datum	NOUN
spir-11118	41	15	can	can	AUX
spir-11118	41	16	be	be	AUX
spir-11118	41	17	a	a	DET
spir-11118	41	18	public	public	ADJ
spir-11118	41	19	good	good	NOUN
spir-11118	41	20	,	,	PUNCT
spir-11118	41	21	but	but	CCONJ
spir-11118	41	22	the	the	DET
spir-11118	41	23	state	state	NOUN
spir-11118	41	24	can	can	AUX
spir-11118	41	25	only	only	ADV
spir-11118	41	26	legitimately	legitimately	ADV
spir-11118	41	27	use	use	VERB
spir-11118	41	28	and	and	CCONJ
spir-11118	41	29	collect	collect	VERB
spir-11118	41	30	them	they	PRON
spir-11118	41	31	when	when	SCONJ
spir-11118	41	32	it	it	PRON
spir-11118	41	33	fulfills	fulfill	VERB
spir-11118	41	34	normative	normative	ADJ
spir-11118	41	35	conditions	condition	NOUN
spir-11118	41	36	of	of	ADP
spir-11118	41	37	transparency	transparency	NOUN
spir-11118	41	38	,	,	PUNCT
spir-11118	41	39	fairness	fairness	NOUN
spir-11118	41	40	,	,	PUNCT
spir-11118	41	41	and	and	CCONJ
spir-11118	41	42	democratic	democratic	ADJ
spir-11118	41	43	legitimacy	legitimacy	NOUN
spir-11118	41	44	.	.	PUNCT
spir-11118	42	1	the	the	DET
spir-11118	42	2	contributions	contribution	NOUN
spir-11118	42	3	of	of	ADP
spir-11118	42	4	this	this	DET
spir-11118	42	5	paper	paper	NOUN
spir-11118	42	6	are	be	AUX
spir-11118	42	7	threefold	threefold	ADV
spir-11118	42	8	:	:	PUNCT
spir-11118	42	9	first	first	ADV
spir-11118	42	10	,	,	PUNCT
spir-11118	42	11	it	it	PRON
spir-11118	42	12	develops	develop	VERB
spir-11118	42	13	an	an	DET
spir-11118	42	14	interdisciplinary	interdisciplinary	ADJ
spir-11118	42	15	political	political	ADJ
spir-11118	42	16	theory	theory	NOUN
spir-11118	42	17	of	of	ADP
spir-11118	42	18	data	datum	NOUN
spir-11118	42	19	justice	justice	NOUN
spir-11118	42	20	by	by	ADP
spir-11118	42	21	connecting	connect	VERB
spir-11118	42	22	three	three	NUM
spir-11118	42	23	major	major	ADJ
spir-11118	42	24	political	political	ADJ
spir-11118	42	25	theories	theory	NOUN
spir-11118	42	26	of	of	ADP
spir-11118	42	27	the	the	DET
spir-11118	42	28	public	public	ADJ
spir-11118	42	29	good	good	NOUN
spir-11118	42	30	(	(	PUNCT
spir-11118	42	31	market	market	NOUN
spir-11118	42	32	failure	failure	NOUN
spir-11118	42	33	,	,	PUNCT
spir-11118	42	34	basic	basic	ADJ
spir-11118	42	35	rights	right	NOUN
spir-11118	42	36	,	,	PUNCT
spir-11118	42	37	and	and	CCONJ
spir-11118	42	38	democratic	democratic	ADJ
spir-11118	42	39	)	)	PUNCT
spir-11118	42	40	(	(	PUNCT
spir-11118	42	41	e.g.	e.g.	ADV
spir-11118	42	42	,	,	PUNCT
spir-11118	42	43	kohn	kohn	PROPN
spir-11118	42	44	,	,	PUNCT
spir-11118	42	45	2020	2020	NUM
spir-11118	42	46	)	)	PUNCT
spir-11118	42	47	with	with	ADP
spir-11118	42	48	empirical	empirical	ADJ
spir-11118	42	49	studies	study	NOUN
spir-11118	42	50	about	about	ADP
spir-11118	42	51	the	the	DET
spir-11118	42	52	functions	function	NOUN
spir-11118	42	53	of	of	ADP
spir-11118	42	54	big	big	ADJ
spir-11118	42	55	data	datum	NOUN
spir-11118	42	56	(	(	PUNCT
spir-11118	42	57	christin	christin	NOUN
spir-11118	42	58	,	,	PUNCT
spir-11118	42	59	2020	2020	NUM
spir-11118	42	60	)	)	PUNCT
spir-11118	42	61	,	,	PUNCT
spir-11118	42	62	thus	thus	ADV
spir-11118	42	63	offering	offer	VERB
spir-11118	42	64	a	a	DET
spir-11118	42	65	distinctive	distinctive	ADJ
spir-11118	42	66	perspective	perspective	NOUN
spir-11118	42	67	explicating	explicate	VERB
spir-11118	42	68	why	why	SCONJ
spir-11118	42	69	big	big	ADJ
spir-11118	42	70	data	datum	NOUN
spir-11118	42	71	should	should	AUX
spir-11118	42	72	be	be	AUX
spir-11118	42	73	considered	consider	VERB
spir-11118	42	74	as	as	ADP
spir-11118	42	75	a	a	DET
spir-11118	42	76	public	public	ADJ
spir-11118	42	77	good	good	NOUN
spir-11118	42	78	.	.	PUNCT
spir-11118	43	1	second	second	ADV
spir-11118	43	2	,	,	PUNCT
spir-11118	43	3	it	it	PRON
spir-11118	43	4	systematically	systematically	ADV
spir-11118	43	5	defends	defend	VERB
spir-11118	43	6	the	the	DET
spir-11118	43	7	state	state	NOUN
spir-11118	43	8	’s	’s	PART
spir-11118	43	9	right	right	NOUN
spir-11118	43	10	to	to	PART
spir-11118	43	11	collect	collect	VERB
spir-11118	43	12	big	big	ADJ
spir-11118	43	13	data	datum	NOUN
spir-11118	43	14	from	from	ADP
spir-11118	43	15	a	a	DET
spir-11118	43	16	public	public	ADJ
spir-11118	43	17	good	good	ADJ
spir-11118	43	18	perspective	perspective	NOUN
spir-11118	43	19	.	.	PUNCT
spir-11118	44	1	third	third	ADJ
spir-11118	44	2	,	,	PUNCT
spir-11118	44	3	it	it	PRON
spir-11118	44	4	offers	offer	VERB
spir-11118	44	5	a	a	DET
spir-11118	44	6	normative	normative	ADJ
spir-11118	44	7	framework	framework	NOUN
spir-11118	44	8	to	to	PART
spir-11118	44	9	qualify	qualify	VERB
spir-11118	44	10	the	the	DET
spir-11118	44	11	conditions	condition	NOUN
spir-11118	44	12	under	under	ADP
spir-11118	44	13	which	which	PRON
spir-11118	44	14	the	the	DET
spir-11118	44	15	state	state	NOUN
spir-11118	44	16	’s	’s	PART
spir-11118	44	17	right	right	NOUN
spir-11118	44	18	to	to	PART
spir-11118	44	19	collect	collect	VERB
spir-11118	44	20	big	big	ADJ
spir-11118	44	21	data	datum	NOUN
spir-11118	44	22	for	for	ADP
spir-11118	44	23	beneficial	beneficial	ADJ
spir-11118	44	24	public	public	ADJ
spir-11118	44	25	purposes	purpose	NOUN
spir-11118	44	26	can	can	AUX
spir-11118	44	27	be	be	AUX
spir-11118	44	28	regarded	regard	VERB
spir-11118	44	29	as	as	ADP
spir-11118	44	30	legitimate	legitimate	ADJ
spir-11118	44	31	.	.	PUNCT
spir-11118	45	1	following	follow	VERB
spir-11118	45	2	lane	lane	PROPN
spir-11118	45	3	et	et	PROPN
spir-11118	45	4	al	al	PROPN
spir-11118	45	5	.	.	PROPN
spir-11118	46	1	(	(	PUNCT
spir-11118	46	2	2014	2014	NUM
spir-11118	46	3	)	)	PUNCT
spir-11118	46	4	,	,	PUNCT
spir-11118	46	5	our	our	PRON
spir-11118	46	6	primary	primary	ADJ
spir-11118	46	7	goal	goal	NOUN
spir-11118	46	8	is	be	AUX
spir-11118	46	9	to	to	PART
spir-11118	46	10	consider	consider	VERB
spir-11118	46	11	the	the	DET
spir-11118	46	12	requirements	requirement	NOUN
spir-11118	46	13	of	of	ADP
spir-11118	46	14	justice	justice	NOUN
spir-11118	46	15	for	for	ADP
spir-11118	46	16	“	"	PUNCT
spir-11118	46	17	government	government	NOUN
spir-11118	46	18	officials	official	NOUN
spir-11118	46	19	seeking	seek	VERB
spir-11118	46	20	to	to	PART
spir-11118	46	21	use	use	VERB
spir-11118	46	22	big	big	ADJ
spir-11118	46	23	data	datum	NOUN
spir-11118	46	24	to	to	PART
spir-11118	46	25	serve	serve	VERB
spir-11118	46	26	the	the	DET
spir-11118	46	27	public	public	ADJ
spir-11118	46	28	good	good	ADJ
spir-11118	46	29	without	without	ADP
spir-11118	46	30	harming	harm	VERB
spir-11118	46	31	individual	individual	ADJ
spir-11118	46	32	citizens	citizen	NOUN
spir-11118	46	33	”	"	PUNCT
spir-11118	47	1	(	(	PUNCT
spir-11118	47	2	p.	p.	NOUN
spir-11118	47	3	xi	xi	PROPN
spir-11118	47	4	)	)	PUNCT
spir-11118	47	5	.	.	PUNCT
spir-11118	48	1	theories	theory	NOUN
spir-11118	48	2	of	of	ADP
spir-11118	48	3	the	the	DET
spir-11118	48	4	public	public	ADJ
spir-11118	48	5	good	good	NOUN
spir-11118	48	6	and	and	CCONJ
spir-11118	48	7	the	the	DET
spir-11118	48	8	state	state	NOUN
spir-11118	48	9	’s	’s	PART
spir-11118	48	10	collection	collection	NOUN
spir-11118	48	11	of	of	ADP
spir-11118	48	12	big	big	ADJ
spir-11118	48	13	data	datum	NOUN
spir-11118	48	14	we	we	PRON
spir-11118	48	15	examine	examine	VERB
spir-11118	48	16	three	three	NUM
spir-11118	48	17	major	major	ADJ
spir-11118	48	18	approaches	approach	NOUN
spir-11118	48	19	of	of	ADP
spir-11118	48	20	the	the	DET
spir-11118	48	21	public	public	ADJ
spir-11118	48	22	good	good	NOUN
spir-11118	48	23	(	(	PUNCT
spir-11118	48	24	market	market	NOUN
spir-11118	48	25	failure	failure	NOUN
spir-11118	48	26	,	,	PUNCT
spir-11118	48	27	basic	basic	ADJ
spir-11118	48	28	rights	right	NOUN
spir-11118	48	29	,	,	PUNCT
spir-11118	48	30	and	and	CCONJ
spir-11118	48	31	democratic	democratic	ADJ
spir-11118	48	32	)	)	PUNCT
spir-11118	48	33	(	(	PUNCT
spir-11118	48	34	kohn	kohn	PROPN
spir-11118	48	35	,	,	PUNCT
spir-11118	48	36	2020	2020	NUM
spir-11118	48	37	)	)	PUNCT
spir-11118	48	38	to	to	PART
spir-11118	48	39	explain	explain	VERB
spir-11118	48	40	why	why	SCONJ
spir-11118	48	41	big	big	ADJ
spir-11118	48	42	data	datum	NOUN
spir-11118	48	43	should	should	AUX
spir-11118	48	44	be	be	AUX
spir-11118	48	45	regarded	regard	VERB
spir-11118	48	46	as	as	ADP
spir-11118	48	47	a	a	DET
spir-11118	48	48	public	public	ADJ
spir-11118	48	49	good	good	NOUN
spir-11118	48	50	.	.	PUNCT
spir-11118	49	1	the	the	DET
spir-11118	49	2	market	market	NOUN
spir-11118	49	3	failure	failure	NOUN
spir-11118	49	4	approach	approach	NOUN
spir-11118	49	5	:	:	PUNCT
spir-11118	49	6	this	this	DET
spir-11118	49	7	approach	approach	NOUN
spir-11118	49	8	suggests	suggest	VERB
spir-11118	49	9	that	that	SCONJ
spir-11118	49	10	when	when	SCONJ
spir-11118	49	11	goods	good	NOUN
spir-11118	49	12	are	be	AUX
spir-11118	49	13	widely	widely	ADV
spir-11118	49	14	beneficial	beneficial	ADJ
spir-11118	49	15	to	to	ADP
spir-11118	49	16	the	the	DET
spir-11118	49	17	public	public	NOUN
spir-11118	49	18	and	and	CCONJ
spir-11118	49	19	yet	yet	ADV
spir-11118	49	20	are	be	AUX
spir-11118	49	21	not	not	PART
spir-11118	49	22	profitable	profitable	ADJ
spir-11118	49	23	,	,	PUNCT
spir-11118	49	24	the	the	DET
spir-11118	49	25	inability	inability	NOUN
spir-11118	49	26	of	of	ADP
spir-11118	49	27	the	the	DET
spir-11118	49	28	market	market	NOUN
spir-11118	49	29	to	to	PART
spir-11118	49	30	provide	provide	VERB
spir-11118	49	31	these	these	DET
spir-11118	49	32	goods	good	NOUN
spir-11118	49	33	to	to	ADP
spir-11118	49	34	a	a	DET
spir-11118	49	35	sufficient	sufficient	ADJ
spir-11118	49	36	degree	degree	NOUN
spir-11118	49	37	renders	render	VERB
spir-11118	49	38	the	the	DET
spir-11118	49	39	state	state	NOUN
spir-11118	49	40	a	a	DET
spir-11118	49	41	legitimate	legitimate	ADJ
spir-11118	49	42	reason	reason	NOUN
spir-11118	49	43	to	to	PART
spir-11118	49	44	provide	provide	VERB
spir-11118	49	45	them	they	PRON
spir-11118	49	46	(	(	PUNCT
spir-11118	49	47	kohn	kohn	PROPN
spir-11118	49	48	,	,	PUNCT
spir-11118	49	49	2020	2020	NUM
spir-11118	49	50	)	)	PUNCT
spir-11118	49	51	.	.	PUNCT
spir-11118	50	1	consider	consider	VERB
spir-11118	50	2	,	,	PUNCT
spir-11118	50	3	for	for	ADP
spir-11118	50	4	example	example	NOUN
spir-11118	50	5	,	,	PUNCT
spir-11118	50	6	real	real	ADJ
spir-11118	50	7	-	-	PUNCT
spir-11118	50	8	time	time	NOUN
spir-11118	50	9	traffic	traffic	NOUN
spir-11118	50	10	data	datum	NOUN
spir-11118	50	11	.	.	PUNCT
spir-11118	51	1	they	they	PRON
spir-11118	51	2	could	could	AUX
spir-11118	51	3	inform	inform	VERB
spir-11118	51	4	drivers	driver	NOUN
spir-11118	51	5	to	to	PART
spir-11118	51	6	avoid	avoid	VERB
spir-11118	51	7	traffic	traffic	NOUN
spir-11118	51	8	congestion	congestion	NOUN
spir-11118	51	9	and	and	CCONJ
spir-11118	51	10	thereby	thereby	ADV
spir-11118	51	11	improving	improve	VERB
spir-11118	51	12	road	road	NOUN
spir-11118	51	13	safety	safety	NOUN
spir-11118	51	14	,	,	PUNCT
spir-11118	51	15	but	but	CCONJ
spir-11118	51	16	it	it	PRON
spir-11118	51	17	would	would	AUX
spir-11118	51	18	only	only	ADV
spir-11118	51	19	be	be	AUX
spir-11118	51	20	widely	widely	ADV
spir-11118	51	21	used	use	VERB
spir-11118	51	22	by	by	ADP
spir-11118	51	23	drivers	driver	NOUN
spir-11118	51	24	when	when	SCONJ
spir-11118	51	25	the	the	DET
spir-11118	51	26	data	datum	NOUN
spir-11118	51	27	are	be	AUX
spir-11118	51	28	freely	freely	ADV
spir-11118	51	29	available	available	ADJ
spir-11118	51	30	to	to	ADP
spir-11118	51	31	them	they	PRON
spir-11118	51	32	.	.	PUNCT
spir-11118	52	1	the	the	DET
spir-11118	52	2	basic	basic	ADJ
spir-11118	52	3	rights	right	NOUN
spir-11118	52	4	approach	approach	NOUN
spir-11118	52	5	:	:	PUNCT
spir-11118	52	6	shue	shue	PROPN
spir-11118	52	7	(	(	PUNCT
spir-11118	52	8	1996	1996	NUM
spir-11118	52	9	)	)	PUNCT
spir-11118	52	10	argues	argue	VERB
spir-11118	52	11	that	that	SCONJ
spir-11118	52	12	goods	good	NOUN
spir-11118	52	13	related	relate	VERB
spir-11118	52	14	to	to	ADP
spir-11118	52	15	physical	physical	ADJ
spir-11118	52	16	security	security	NOUN
spir-11118	52	17	and	and	CCONJ
spir-11118	52	18	basic	basic	ADJ
spir-11118	52	19	subsistence	subsistence	NOUN
spir-11118	52	20	—	—	PUNCT
spir-11118	52	21	because	because	SCONJ
spir-11118	52	22	of	of	ADP
spir-11118	52	23	their	their	PRON
spir-11118	52	24	paramount	paramount	ADJ
spir-11118	52	25	significance	significance	NOUN
spir-11118	52	26	to	to	ADP
spir-11118	52	27	the	the	DET
spir-11118	52	28	good	good	ADJ
spir-11118	52	29	life	life	NOUN
spir-11118	52	30	of	of	ADP
spir-11118	52	31	individual	individual	ADJ
spir-11118	52	32	citizens	citizen	NOUN
spir-11118	52	33	—	—	PUNCT
spir-11118	52	34	ought	ought	AUX
spir-11118	52	35	to	to	PART
spir-11118	52	36	be	be	AUX
spir-11118	52	37	provided	provide	VERB
spir-11118	52	38	and	and	CCONJ
spir-11118	52	39	guaranteed	guarantee	VERB
spir-11118	52	40	by	by	ADP
spir-11118	52	41	the	the	DET
spir-11118	52	42	state	state	NOUN
spir-11118	52	43	.	.	PUNCT
spir-11118	53	1	consider	consider	VERB
spir-11118	53	2	the	the	DET
spir-11118	53	3	example	example	NOUN
spir-11118	53	4	of	of	ADP
spir-11118	53	5	pandemic	pandemic	ADJ
spir-11118	53	6	data	datum	NOUN
spir-11118	53	7	.	.	PUNCT
spir-11118	54	1	the	the	DET
spir-11118	54	2	centers	center	NOUN
spir-11118	54	3	for	for	ADP
spir-11118	54	4	disease	disease	NOUN
spir-11118	54	5	control	control	NOUN
spir-11118	54	6	and	and	CCONJ
spir-11118	54	7	prevention	prevention	NOUN
spir-11118	54	8	in	in	ADP
spir-11118	54	9	the	the	DET
spir-11118	54	10	united	united	PROPN
spir-11118	54	11	states	states	PROPN
spir-11118	54	12	has	have	AUX
spir-11118	54	13	long	long	ADV
spir-11118	54	14	been	be	AUX
spir-11118	54	15	collecting	collect	VERB
spir-11118	54	16	data	datum	NOUN
spir-11118	54	17	regarding	regard	VERB
spir-11118	54	18	the	the	DET
spir-11118	54	19	spread	spread	NOUN
spir-11118	54	20	of	of	ADP
spir-11118	54	21	various	various	ADJ
spir-11118	54	22	diseases	disease	NOUN
spir-11118	54	23	and	and	CCONJ
spir-11118	54	24	have	have	AUX
spir-11118	54	25	used	use	VERB
spir-11118	54	26	these	these	DET
spir-11118	54	27	data	datum	NOUN
spir-11118	54	28	to	to	PART
spir-11118	54	29	advise	advise	VERB
spir-11118	54	30	people	people	NOUN
spir-11118	54	31	to	to	PART
spir-11118	54	32	take	take	VERB
spir-11118	54	33	appropriate	appropriate	ADJ
spir-11118	54	34	preventive	preventive	ADJ
spir-11118	54	35	measures	measure	NOUN
spir-11118	54	36	.	.	PUNCT
spir-11118	55	1	big	big	ADJ
spir-11118	55	2	data	datum	NOUN
spir-11118	55	3	for	for	ADP
spir-11118	55	4	public	public	ADJ
spir-11118	55	5	health	health	NOUN
spir-11118	55	6	purposes	purpose	NOUN
spir-11118	55	7	can	can	AUX
spir-11118	55	8	significantly	significantly	ADV
spir-11118	55	9	improve	improve	VERB
spir-11118	55	10	prediction	prediction	NOUN
spir-11118	55	11	speed	speed	NOUN
spir-11118	55	12	and	and	CCONJ
spir-11118	55	13	precision	precision	NOUN
spir-11118	55	14	(	(	PUNCT
spir-11118	55	15	ginsberg	ginsberg	PROPN
spir-11118	55	16	et	et	PROPN
spir-11118	55	17	al	al	PROPN
spir-11118	55	18	.	.	PROPN
spir-11118	55	19	,	,	PUNCT
spir-11118	55	20	2009	2009	NUM
spir-11118	55	21	)	)	PUNCT
spir-11118	55	22	,	,	PUNCT
spir-11118	55	23	and	and	CCONJ
spir-11118	55	24	hence	hence	ADV
spir-11118	55	25	better	well	ADV
spir-11118	55	26	protect	protect	VERB
spir-11118	55	27	the	the	DET
spir-11118	55	28	lives	life	NOUN
spir-11118	55	29	of	of	ADP
spir-11118	55	30	many	many	ADJ
spir-11118	55	31	.	.	PUNCT
spir-11118	56	1	the	the	DET
spir-11118	56	2	democratic	democratic	ADJ
spir-11118	56	3	approach	approach	NOUN
spir-11118	56	4	:	:	PUNCT
spir-11118	56	5	this	this	DET
spir-11118	56	6	approach	approach	NOUN
spir-11118	56	7	points	point	VERB
spir-11118	56	8	out	out	ADP
spir-11118	56	9	that	that	SCONJ
spir-11118	56	10	“	"	PUNCT
spir-11118	56	11	public	public	ADJ
spir-11118	56	12	goods	good	NOUN
spir-11118	56	13	are	be	AUX
spir-11118	56	14	goods	good	NOUN
spir-11118	56	15	that	that	PRON
spir-11118	56	16	provided	provide	VERB
spir-11118	56	17	by	by	ADP
spir-11118	56	18	the	the	DET
spir-11118	56	19	‘	'	PUNCT
spir-11118	56	20	public	public	ADJ
spir-11118	56	21	’	'	PUNCT
spir-11118	56	22	(	(	PUNCT
spir-11118	56	23	e.g.	e.g.	ADV
spir-11118	56	24	,	,	PUNCT
spir-11118	56	25	the	the	DET
spir-11118	56	26	state	state	NOUN
spir-11118	56	27	)	)	PUNCT
spir-11118	56	28	to	to	ADP
spir-11118	56	29	the	the	DET
spir-11118	56	30	‘	'	PUNCT
spir-11118	56	31	public	public	ADJ
spir-11118	56	32	’	'	PUNCT
spir-11118	56	33	(	(	PUNCT
spir-11118	56	34	e.g.	e.g.	ADV
spir-11118	56	35	,	,	PUNCT
spir-11118	56	36	citizens	citizen	NOUN
spir-11118	56	37	or	or	CCONJ
spir-11118	56	38	residents	resident	NOUN
spir-11118	56	39	)	)	PUNCT
spir-11118	56	40	”	"	PUNCT
spir-11118	56	41	(	(	PUNCT
spir-11118	56	42	kohn	kohn	PROPN
spir-11118	56	43	,	,	PUNCT
spir-11118	56	44	2020	2020	NUM
spir-11118	56	45	,	,	PUNCT
spir-11118	56	46	p.4	p.4	ADJ
spir-11118	56	47	)	)	PUNCT
spir-11118	56	48	for	for	ADP
spir-11118	56	49	the	the	DET
spir-11118	56	50	sake	sake	NOUN
spir-11118	56	51	of	of	ADP
spir-11118	56	52	deepening	deepen	VERB
spir-11118	56	53	democracy	democracy	NOUN
spir-11118	56	54	.	.	PUNCT
spir-11118	57	1	an	an	DET
spir-11118	57	2	example	example	NOUN
spir-11118	57	3	is	be	AUX
spir-11118	57	4	that	that	SCONJ
spir-11118	57	5	some	some	DET
spir-11118	57	6	local	local	ADJ
spir-11118	57	7	governments	government	NOUN
spir-11118	57	8	in	in	ADP
spir-11118	57	9	the	the	DET
spir-11118	57	10	u.s	u.s	PROPN
spir-11118	57	11	.	.	PROPN
spir-11118	57	12	collaborate	collaborate	VERB
spir-11118	57	13	with	with	ADP
spir-11118	57	14	civic	civic	ADJ
spir-11118	57	15	technology	technology	NOUN
spir-11118	57	16	firms	firm	NOUN
spir-11118	57	17	,	,	PUNCT
spir-11118	57	18	such	such	ADJ
spir-11118	57	19	as	as	ADP
spir-11118	57	20	seeclickfix	seeclickfix	NOUN
spir-11118	57	21	and	and	CCONJ
spir-11118	57	22	public	public	ADJ
spir-11118	57	23	stuff	stuff	NOUN
spir-11118	57	24	,	,	PUNCT
spir-11118	57	25	to	to	PART
spir-11118	57	26	provide	provide	VERB
spir-11118	57	27	convenient	convenient	ADJ
spir-11118	57	28	ways	way	NOUN
spir-11118	57	29	for	for	SCONJ
spir-11118	57	30	citizens	citizen	NOUN
spir-11118	57	31	to	to	PART
spir-11118	57	32	share	share	VERB
spir-11118	57	33	data	datum	NOUN
spir-11118	57	34	and	and	CCONJ
spir-11118	57	35	concerns	concern	NOUN
spir-11118	57	36	over	over	ADP
spir-11118	57	37	local	local	ADJ
spir-11118	57	38	infrastructural	infrastructural	ADJ
spir-11118	57	39	problems	problem	NOUN
spir-11118	57	40	directly	directly	ADV
spir-11118	57	41	to	to	ADP
spir-11118	57	42	local	local	ADJ
spir-11118	57	43	governments	government	NOUN
spir-11118	57	44	.	.	PUNCT
spir-11118	58	1	such	such	ADJ
spir-11118	58	2	initiatives	initiative	NOUN
spir-11118	58	3	not	not	PART
spir-11118	58	4	only	only	ADV
spir-11118	58	5	strengthen	strengthen	VERB
spir-11118	58	6	local	local	ADJ
spir-11118	58	7	governments	government	NOUN
spir-11118	58	8	'	'	PART
spir-11118	58	9	understanding	understanding	NOUN
spir-11118	58	10	of	of	ADP
spir-11118	58	11	communal	communal	ADJ
spir-11118	58	12	needs	need	NOUN
spir-11118	58	13	,	,	PUNCT
spir-11118	58	14	but	but	CCONJ
spir-11118	58	15	also	also	ADV
spir-11118	58	16	incentivize	incentivize	VERB
spir-11118	58	17	citizens	citizen	NOUN
spir-11118	58	18	to	to	PART
spir-11118	58	19	actively	actively	ADV
spir-11118	58	20	participate	participate	VERB
spir-11118	58	21	in	in	ADP
spir-11118	58	22	local	local	ADJ
spir-11118	58	23	governance	governance	NOUN
spir-11118	58	24	(	(	PUNCT
spir-11118	58	25	graeff	graeff	PROPN
spir-11118	58	26	,	,	PUNCT
spir-11118	58	27	2018	2018	NUM
spir-11118	58	28	)	)	PUNCT
spir-11118	58	29	.	.	PUNCT
spir-11118	59	1	towards	towards	ADP
spir-11118	59	2	a	a	DET
spir-11118	59	3	political	political	ADJ
spir-11118	59	4	theory	theory	NOUN
spir-11118	59	5	of	of	ADP
spir-11118	59	6	data	datum	NOUN
spir-11118	59	7	justice	justice	PROPN
spir-11118	59	8	the	the	DET
spir-11118	59	9	paper	paper	NOUN
spir-11118	59	10	proposes	propose	VERB
spir-11118	59	11	three	three	NUM
spir-11118	59	12	central	central	ADJ
spir-11118	59	13	principles	principle	NOUN
spir-11118	59	14	of	of	ADP
spir-11118	59	15	justice	justice	NOUN
spir-11118	59	16	in	in	ADP
spir-11118	59	17	the	the	DET
spir-11118	59	18	regulation	regulation	NOUN
spir-11118	59	19	of	of	ADP
spir-11118	59	20	the	the	DET
spir-11118	59	21	state	state	NOUN
spir-11118	59	22	’s	’s	PART
spir-11118	59	23	collection	collection	NOUN
spir-11118	59	24	and	and	CCONJ
spir-11118	59	25	uses	use	NOUN
spir-11118	59	26	of	of	ADP
spir-11118	59	27	big	big	ADJ
spir-11118	59	28	data	datum	NOUN
spir-11118	59	29	.	.	PUNCT
spir-11118	60	1	the	the	DET
spir-11118	60	2	principle	principle	NOUN
spir-11118	60	3	of	of	ADP
spir-11118	60	4	transparency	transparency	NOUN
spir-11118	60	5	and	and	CCONJ
spir-11118	60	6	accountability	accountability	NOUN
spir-11118	60	7	:	:	PUNCT
spir-11118	60	8	a	a	DET
spir-11118	60	9	central	central	ADJ
spir-11118	60	10	worry	worry	NOUN
spir-11118	60	11	about	about	ADP
spir-11118	60	12	the	the	DET
spir-11118	60	13	state	state	NOUN
spir-11118	60	14	’s	’s	PART
spir-11118	60	15	collection	collection	NOUN
spir-11118	60	16	of	of	ADP
spir-11118	60	17	big	big	ADJ
spir-11118	60	18	data	datum	NOUN
spir-11118	60	19	is	be	AUX
spir-11118	60	20	that	that	SCONJ
spir-11118	60	21	the	the	DET
spir-11118	60	22	processes	process	NOUN
spir-11118	60	23	might	might	AUX
spir-11118	60	24	infringe	infringe	VERB
spir-11118	60	25	on	on	ADP
spir-11118	60	26	individual	individual	ADJ
spir-11118	60	27	citizens	citizen	NOUN
spir-11118	60	28	’	’	PART
spir-11118	60	29	privacy	privacy	NOUN
spir-11118	60	30	and	and	CCONJ
spir-11118	60	31	freedom	freedom	NOUN
spir-11118	60	32	(	(	PUNCT
spir-11118	60	33	e.g.	e.g.	ADV
spir-11118	60	34	,	,	PUNCT
spir-11118	60	35	nissenbaum	nissenbaum	PROPN
spir-11118	60	36	,	,	PUNCT
spir-11118	60	37	2017	2017	NUM
spir-11118	60	38	)	)	PUNCT
spir-11118	60	39	.	.	PUNCT
spir-11118	61	1	transparent	transparent	ADJ
spir-11118	61	2	and	and	CCONJ
spir-11118	61	3	open	open	ADJ
spir-11118	61	4	processes	process	VERB
spir-11118	61	5	open	open	ADJ
spir-11118	61	6	possibilities	possibility	NOUN
spir-11118	61	7	for	for	ADP
spir-11118	61	8	public	public	ADJ
spir-11118	61	9	surveillance	surveillance	NOUN
spir-11118	61	10	(	(	PUNCT
spir-11118	61	11	e.g.	e.g.	ADV
spir-11118	61	12	,	,	PUNCT
spir-11118	61	13	the	the	DET
spir-11118	61	14	media	medium	NOUN
spir-11118	61	15	and	and	CCONJ
spir-11118	61	16	civil	civil	ADJ
spir-11118	61	17	society	society	NOUN
spir-11118	61	18	)	)	PUNCT
spir-11118	61	19	of	of	ADP
spir-11118	61	20	the	the	DET
spir-11118	61	21	state	state	NOUN
spir-11118	61	22	,	,	PUNCT
spir-11118	61	23	thus	thus	ADV
spir-11118	61	24	reducing	reduce	VERB
spir-11118	61	25	the	the	DET
spir-11118	61	26	chance	chance	NOUN
spir-11118	61	27	of	of	ADP
spir-11118	61	28	the	the	DET
spir-11118	61	29	state	state	NOUN
spir-11118	61	30	’s	’s	PART
spir-11118	61	31	abusive	abusive	ADJ
spir-11118	61	32	use	use	NOUN
spir-11118	61	33	of	of	ADP
spir-11118	61	34	big	big	ADJ
spir-11118	61	35	data	datum	NOUN
spir-11118	61	36	.	.	PUNCT
spir-11118	62	1	the	the	DET
spir-11118	62	2	monitoring	monitoring	NOUN
spir-11118	62	3	of	of	ADP
spir-11118	62	4	the	the	DET
spir-11118	62	5	state	state	NOUN
spir-11118	62	6	’s	’s	PART
spir-11118	62	7	uses	use	NOUN
spir-11118	62	8	of	of	ADP
spir-11118	62	9	big	big	ADJ
spir-11118	62	10	data	datum	NOUN
spir-11118	62	11	requires	require	VERB
spir-11118	62	12	an	an	DET
spir-11118	62	13	active	active	ADJ
spir-11118	62	14	contentious	contentious	ADJ
spir-11118	62	15	civil	civil	ADJ
spir-11118	62	16	society	society	NOUN
spir-11118	62	17	where	where	SCONJ
spir-11118	62	18	misbehaviors	misbehavior	NOUN
spir-11118	62	19	of	of	ADP
spir-11118	62	20	the	the	DET
spir-11118	62	21	state	state	NOUN
spir-11118	62	22	would	would	AUX
spir-11118	62	23	be	be	AUX
spir-11118	62	24	publicly	publicly	ADV
spir-11118	62	25	exposed	expose	VERB
spir-11118	62	26	.	.	PUNCT
spir-11118	63	1	thus	thus	ADV
spir-11118	63	2	,	,	PUNCT
spir-11118	63	3	the	the	DET
spir-11118	63	4	principle	principle	NOUN
spir-11118	63	5	requires	require	VERB
spir-11118	63	6	the	the	DET
spir-11118	63	7	state	state	NOUN
spir-11118	63	8	to	to	PART
spir-11118	63	9	not	not	PART
spir-11118	63	10	only	only	ADV
spir-11118	63	11	make	make	VERB
spir-11118	63	12	its	its	PRON
spir-11118	63	13	own	own	ADJ
spir-11118	63	14	processes	process	NOUN
spir-11118	63	15	of	of	ADP
spir-11118	63	16	data	datum	NOUN
spir-11118	63	17	collection	collection	NOUN
spir-11118	63	18	transparent	transparent	ADJ
spir-11118	63	19	,	,	PUNCT
spir-11118	63	20	but	but	CCONJ
spir-11118	63	21	also	also	ADV
spir-11118	63	22	to	to	PART
spir-11118	63	23	provide	provide	VERB
spir-11118	63	24	a	a	DET
spir-11118	63	25	favorable	favorable	ADJ
spir-11118	63	26	legal	legal	ADJ
spir-11118	63	27	infrastructure	infrastructure	NOUN
spir-11118	63	28	for	for	ADP
spir-11118	63	29	activism	activism	NOUN
spir-11118	63	30	against	against	ADP
spir-11118	63	31	data	datum	NOUN
spir-11118	63	32	abuse	abuse	NOUN
spir-11118	63	33	.	.	PUNCT
spir-11118	64	1	the	the	DET
spir-11118	64	2	principle	principle	NOUN
spir-11118	64	3	of	of	ADP
spir-11118	64	4	fairness	fairness	NOUN
spir-11118	64	5	:	:	PUNCT
spir-11118	64	6	the	the	DET
spir-11118	64	7	state	state	NOUN
spir-11118	64	8	’s	’s	PART
spir-11118	64	9	collection	collection	NOUN
spir-11118	64	10	and	and	CCONJ
spir-11118	64	11	uses	use	NOUN
spir-11118	64	12	of	of	ADP
spir-11118	64	13	big	big	ADJ
spir-11118	64	14	data	datum	NOUN
spir-11118	64	15	rely	rely	VERB
spir-11118	64	16	on	on	ADP
spir-11118	64	17	public	public	ADJ
spir-11118	64	18	finance	finance	NOUN
spir-11118	64	19	,	,	PUNCT
spir-11118	64	20	and	and	CCONJ
spir-11118	64	21	the	the	DET
spir-11118	64	22	design	design	NOUN
spir-11118	64	23	of	of	ADP
spir-11118	64	24	what	what	PRON
spir-11118	64	25	and	and	CCONJ
spir-11118	64	26	how	how	SCONJ
spir-11118	64	27	data	datum	NOUN
spir-11118	64	28	should	should	AUX
spir-11118	64	29	be	be	AUX
spir-11118	64	30	collected	collect	VERB
spir-11118	64	31	is	be	AUX
spir-11118	64	32	never	never	ADV
spir-11118	64	33	neutral	neutral	ADJ
spir-11118	64	34	(	(	PUNCT
spir-11118	64	35	eubanks	eubank	NOUN
spir-11118	64	36	,	,	PUNCT
spir-11118	64	37	2018	2018	NUM
spir-11118	64	38	)	)	PUNCT
spir-11118	64	39	.	.	PUNCT
spir-11118	65	1	different	different	ADJ
spir-11118	65	2	designs	design	NOUN
spir-11118	65	3	will	will	AUX
spir-11118	65	4	result	result	VERB
spir-11118	65	5	in	in	ADP
spir-11118	65	6	different	different	ADJ
spir-11118	65	7	social	social	ADJ
spir-11118	65	8	and	and	CCONJ
spir-11118	65	9	political	political	ADJ
spir-11118	65	10	groups	group	NOUN
spir-11118	65	11	being	be	AUX
spir-11118	65	12	benefited	benefit	VERB
spir-11118	65	13	.	.	PUNCT
spir-11118	66	1	this	this	DET
spir-11118	66	2	principle	principle	NOUN
spir-11118	66	3	requires	require	VERB
spir-11118	66	4	the	the	DET
spir-11118	66	5	state	state	NOUN
spir-11118	66	6	not	not	PART
spir-11118	66	7	only	only	ADV
spir-11118	66	8	to	to	PART
spir-11118	66	9	justify	justify	VERB
spir-11118	66	10	the	the	DET
spir-11118	66	11	uses	use	NOUN
spir-11118	66	12	of	of	ADP
spir-11118	66	13	big	big	ADJ
spir-11118	66	14	data	datum	NOUN
spir-11118	66	15	by	by	ADP
spir-11118	66	16	explaining	explain	VERB
spir-11118	66	17	how	how	SCONJ
spir-11118	66	18	it	it	PRON
spir-11118	66	19	can	can	AUX
spir-11118	66	20	benefit	benefit	VERB
spir-11118	66	21	the	the	DET
spir-11118	66	22	public	public	NOUN
spir-11118	66	23	,	,	PUNCT
spir-11118	66	24	but	but	CCONJ
spir-11118	66	25	also	also	ADV
spir-11118	66	26	to	to	PART
spir-11118	66	27	reasonably	reasonably	ADV
spir-11118	66	28	explain	explain	VERB
spir-11118	66	29	how	how	SCONJ
spir-11118	66	30	the	the	DET
spir-11118	66	31	design	design	NOUN
spir-11118	66	32	of	of	ADP
spir-11118	66	33	data	datum	NOUN
spir-11118	66	34	collection	collection	NOUN
spir-11118	66	35	does	do	AUX
spir-11118	66	36	not	not	PART
spir-11118	66	37	unfairly	unfairly	ADV
spir-11118	66	38	skew	skew	VERB
spir-11118	66	39	towards	towards	ADP
spir-11118	66	40	advantaged	advantaged	ADJ
spir-11118	66	41	groups	group	NOUN
spir-11118	66	42	and	and	CCONJ
spir-11118	66	43	will	will	AUX
spir-11118	66	44	not	not	PART
spir-11118	66	45	result	result	VERB
spir-11118	66	46	in	in	ADP
spir-11118	66	47	negative	negative	ADJ
spir-11118	66	48	externalities	externality	NOUN
spir-11118	66	49	that	that	PRON
spir-11118	66	50	harm	harm	VERB
spir-11118	66	51	disadvantaged	disadvantaged	ADJ
spir-11118	66	52	groups	group	NOUN
spir-11118	66	53	.	.	PUNCT
spir-11118	67	1	the	the	DET
spir-11118	67	2	principle	principle	NOUN
spir-11118	67	3	of	of	ADP
spir-11118	67	4	democratic	democratic	ADJ
spir-11118	67	5	legitimacy	legitimacy	NOUN
spir-11118	67	6	:	:	PUNCT
spir-11118	67	7	a	a	DET
spir-11118	67	8	democratic	democratic	ADJ
spir-11118	67	9	state	state	NOUN
spir-11118	67	10	’s	’s	PART
spir-11118	67	11	collection	collection	NOUN
spir-11118	67	12	and	and	CCONJ
spir-11118	67	13	uses	use	NOUN
spir-11118	67	14	of	of	ADP
spir-11118	67	15	big	big	ADJ
spir-11118	67	16	data	datum	NOUN
spir-11118	67	17	can	can	AUX
spir-11118	67	18	only	only	ADV
spir-11118	67	19	be	be	AUX
spir-11118	67	20	legitimate	legitimate	ADJ
spir-11118	67	21	when	when	SCONJ
spir-11118	67	22	it	it	PRON
spir-11118	67	23	is	be	AUX
spir-11118	67	24	democratically	democratically	ADV
spir-11118	67	25	authorized	authorize	VERB
spir-11118	67	26	.	.	PUNCT
spir-11118	68	1	given	give	VERB
spir-11118	68	2	that	that	PRON
spir-11118	68	3	today	today	NOUN
spir-11118	68	4	’s	’s	PART
spir-11118	68	5	governments	government	NOUN
spir-11118	68	6	are	be	AUX
spir-11118	68	7	increasingly	increasingly	ADV
spir-11118	68	8	reliant	reliant	ADJ
spir-11118	68	9	on	on	ADP
spir-11118	68	10	big	big	ADJ
spir-11118	68	11	data	datum	NOUN
spir-11118	68	12	for	for	ADP
spir-11118	68	13	governance	governance	NOUN
spir-11118	68	14	(	(	PUNCT
spir-11118	68	15	desrosières	desrosière	NOUN
spir-11118	68	16	,	,	PUNCT
spir-11118	68	17	2002	2002	NUM
spir-11118	68	18	)	)	PUNCT
spir-11118	68	19	,	,	PUNCT
spir-11118	68	20	it	it	PRON
spir-11118	68	21	is	be	AUX
spir-11118	68	22	even	even	ADV
spir-11118	68	23	more	more	ADV
spir-11118	68	24	urgent	urgent	ADJ
spir-11118	68	25	to	to	PART
spir-11118	68	26	avoid	avoid	VERB
spir-11118	68	27	the	the	DET
spir-11118	68	28	state	state	NOUN
spir-11118	68	29	becomes	become	VERB
spir-11118	68	30	a	a	DET
spir-11118	68	31	technocracy	technocracy	NOUN
spir-11118	68	32	(	(	PUNCT
spir-11118	68	33	habermas	haberma	NOUN
spir-11118	68	34	,	,	PUNCT
spir-11118	68	35	2015	2015	NUM
spir-11118	68	36	)	)	PUNCT
spir-11118	68	37	in	in	ADP
spir-11118	68	38	which	which	PRON
spir-11118	68	39	political	political	ADJ
spir-11118	68	40	problems	problem	NOUN
spir-11118	68	41	are	be	AUX
spir-11118	68	42	deemed	deem	VERB
spir-11118	68	43	the	the	DET
spir-11118	68	44	area	area	NOUN
spir-11118	68	45	belongs	belong	VERB
spir-11118	68	46	to	to	ADP
spir-11118	68	47	political	political	ADJ
spir-11118	68	48	experts	expert	NOUN
spir-11118	68	49	who	who	PRON
spir-11118	68	50	are	be	AUX
spir-11118	68	51	capable	capable	ADJ
spir-11118	68	52	of	of	ADP
spir-11118	68	53	understanding	understanding	NOUN
spir-11118	68	54	and	and	CCONJ
spir-11118	68	55	harnessing	harness	VERB
spir-11118	68	56	the	the	DET
spir-11118	68	57	power	power	NOUN
spir-11118	68	58	of	of	ADP
spir-11118	68	59	big	big	ADJ
spir-11118	68	60	data	datum	NOUN
spir-11118	68	61	.	.	PUNCT
spir-11118	69	1	an	an	DET
spir-11118	69	2	ability	ability	NOUN
spir-11118	69	3	to	to	PART
spir-11118	69	4	see	see	VERB
spir-11118	69	5	processes	process	NOUN
spir-11118	69	6	of	of	ADP
spir-11118	69	7	data	datum	NOUN
spir-11118	69	8	collection	collection	NOUN
spir-11118	69	9	visible	visible	ADJ
spir-11118	69	10	is	be	AUX
spir-11118	69	11	not	not	PART
spir-11118	69	12	equated	equate	VERB
spir-11118	69	13	with	with	ADP
spir-11118	69	14	an	an	DET
spir-11118	69	15	ability	ability	NOUN
spir-11118	69	16	to	to	PART
spir-11118	69	17	know	know	VERB
spir-11118	69	18	how	how	SCONJ
spir-11118	69	19	they	they	PRON
spir-11118	69	20	work	work	VERB
spir-11118	69	21	and	and	CCONJ
spir-11118	69	22	should	should	AUX
spir-11118	69	23	be	be	AUX
spir-11118	69	24	regulated	regulate	VERB
spir-11118	69	25	(	(	PUNCT
spir-11118	69	26	ananny	ananny	NOUN
spir-11118	69	27	&	&	CCONJ
spir-11118	69	28	crawford	crawford	PROPN
spir-11118	69	29	,	,	PUNCT
spir-11118	69	30	2018	2018	NUM
spir-11118	69	31	)	)	PUNCT
spir-11118	69	32	.	.	PUNCT
spir-11118	70	1	therefore	therefore	ADV
spir-11118	70	2	,	,	PUNCT
spir-11118	70	3	the	the	DET
spir-11118	70	4	principle	principle	NOUN
spir-11118	70	5	requires	require	VERB
spir-11118	70	6	not	not	PART
spir-11118	70	7	only	only	ADV
spir-11118	70	8	democratic	democratic	ADJ
spir-11118	70	9	authorization	authorization	NOUN
spir-11118	70	10	,	,	PUNCT
spir-11118	70	11	but	but	CCONJ
spir-11118	70	12	also	also	ADV
spir-11118	70	13	the	the	DET
spir-11118	70	14	massive	massive	ADJ
spir-11118	70	15	nurturing	nurturing	NOUN
spir-11118	70	16	of	of	ADP
spir-11118	70	17	data	datum	NOUN
spir-11118	70	18	literacy	literacy	NOUN
spir-11118	70	19	.	.	PUNCT
spir-11118	71	1	a	a	DET
spir-11118	71	2	democratic	democratic	ADJ
spir-11118	71	3	people	people	NOUN
spir-11118	71	4	can	can	AUX
spir-11118	71	5	not	not	PART
spir-11118	71	6	hold	hold	VERB
spir-11118	71	7	the	the	DET
spir-11118	71	8	state	state	NOUN
spir-11118	71	9	accountable	accountable	ADJ
spir-11118	71	10	to	to	ADP
spir-11118	71	11	its	its	PRON
spir-11118	71	12	data	data	NOUN
spir-11118	71	13	abuse	abuse	NOUN
spir-11118	71	14	and	and	CCONJ
spir-11118	71	15	can	can	AUX
spir-11118	71	16	not	not	PART
spir-11118	71	17	meaningfully	meaningfully	ADV
spir-11118	71	18	authorize	authorize	VERB
spir-11118	71	19	the	the	DET
spir-11118	71	20	state	state	NOUN
spir-11118	71	21	’s	’s	PART
spir-11118	71	22	collection	collection	NOUN
spir-11118	71	23	and	and	CCONJ
spir-11118	71	24	uses	use	NOUN
spir-11118	71	25	of	of	ADP
spir-11118	71	26	big	big	ADJ
spir-11118	71	27	data	datum	NOUN
spir-11118	71	28	without	without	ADP
spir-11118	71	29	understanding	understand	VERB
spir-11118	71	30	what	what	PRON
spir-11118	71	31	big	big	ADJ
spir-11118	71	32	data	data	NOUN
spir-11118	71	33	is	be	AUX
spir-11118	71	34	and	and	CCONJ
spir-11118	71	35	how	how	SCONJ
spir-11118	71	36	it	it	PRON
spir-11118	71	37	operates	operate	VERB
spir-11118	71	38	.	.	PUNCT
spir-11118	72	1	references	reference	NOUN
spir-11118	72	2	ananny	ananny	VERB
spir-11118	72	3	,	,	PUNCT
spir-11118	72	4	m.	m.	NOUN
spir-11118	72	5	,	,	PUNCT
spir-11118	72	6	&	&	CCONJ
spir-11118	72	7	crawford	crawford	PROPN
spir-11118	72	8	,	,	PUNCT
spir-11118	72	9	k.	k.	PROPN
spir-11118	72	10	(	(	PUNCT
spir-11118	72	11	2018	2018	NUM
spir-11118	72	12	)	)	PUNCT
spir-11118	72	13	.	.	PUNCT
spir-11118	73	1	seeing	see	VERB
spir-11118	73	2	without	without	ADP
spir-11118	73	3	knowing	know	VERB
spir-11118	73	4	:	:	PUNCT
spir-11118	73	5	limitations	limitation	NOUN
spir-11118	73	6	of	of	ADP
spir-11118	73	7	the	the	DET
spir-11118	73	8	transparency	transparency	NOUN
spir-11118	73	9	ideal	ideal	NOUN
spir-11118	73	10	and	and	CCONJ
spir-11118	73	11	its	its	PRON
spir-11118	73	12	application	application	NOUN
spir-11118	73	13	to	to	ADP
spir-11118	73	14	algorithmic	algorithmic	ADJ
spir-11118	73	15	accountability	accountability	NOUN
spir-11118	73	16	.	.	PUNCT
spir-11118	74	1	new	new	ADJ
spir-11118	74	2	media	medium	NOUN
spir-11118	74	3	&	&	CCONJ
spir-11118	74	4	society	society	NOUN
spir-11118	74	5	,	,	PUNCT
spir-11118	74	6	20(3	20(3	NOUN
spir-11118	74	7	)	)	PUNCT
spir-11118	74	8	,	,	PUNCT
spir-11118	74	9	973	973	NUM
spir-11118	74	10	-	-	SYM
spir-11118	74	11	989	989	NUM
spir-11118	74	12	.	.	PUNCT
spir-11118	74	13	boyd	boyd	PROPN
spir-11118	74	14	,	,	PUNCT
spir-11118	74	15	d.	d.	PROPN
spir-11118	74	16	,	,	PUNCT
spir-11118	74	17	&	&	CCONJ
spir-11118	74	18	crawford	crawford	PROPN
spir-11118	74	19	,	,	PUNCT
spir-11118	74	20	k.	k.	PROPN
spir-11118	74	21	(	(	PUNCT
spir-11118	74	22	2012	2012	NUM
spir-11118	74	23	)	)	PUNCT
spir-11118	74	24	.	.	PUNCT
spir-11118	75	1	critical	critical	ADJ
spir-11118	75	2	questions	question	NOUN
spir-11118	75	3	for	for	ADP
spir-11118	75	4	big	big	ADJ
spir-11118	75	5	data	datum	NOUN
spir-11118	75	6	:	:	PUNCT
spir-11118	75	7	provocations	provocation	NOUN
spir-11118	75	8	for	for	ADP
spir-11118	75	9	a	a	DET
spir-11118	75	10	cultural	cultural	ADJ
spir-11118	75	11	,	,	PUNCT
spir-11118	75	12	technological	technological	ADJ
spir-11118	75	13	,	,	PUNCT
spir-11118	75	14	and	and	CCONJ
spir-11118	75	15	scholarly	scholarly	ADJ
spir-11118	75	16	phenomenon	phenomenon	NOUN
spir-11118	75	17	.	.	PUNCT
spir-11118	76	1	information	information	NOUN
spir-11118	76	2	,	,	PUNCT
spir-11118	76	3	communication	communication	NOUN
spir-11118	76	4	&	&	CCONJ
spir-11118	76	5	society	society	NOUN
spir-11118	76	6	,	,	PUNCT
spir-11118	76	7	15(5	15(5	NUM
spir-11118	76	8	)	)	PUNCT
spir-11118	76	9	,	,	PUNCT
spir-11118	76	10	662	662	NUM
spir-11118	76	11	-	-	SYM
spir-11118	76	12	679	679	NUM
spir-11118	76	13	.	.	PUNCT
spir-11118	77	1	christin	christin	PROPN
spir-11118	77	2	,	,	PUNCT
spir-11118	77	3	a.	a.	NOUN
spir-11118	77	4	(	(	PUNCT
spir-11118	77	5	2020	2020	NUM
spir-11118	77	6	)	)	PUNCT
spir-11118	77	7	.	.	PUNCT
spir-11118	78	1	what	what	PRON
spir-11118	78	2	data	datum	NOUN
spir-11118	78	3	can	can	AUX
spir-11118	78	4	do	do	VERB
spir-11118	78	5	:	:	PUNCT
spir-11118	78	6	a	a	DET
spir-11118	78	7	typology	typology	NOUN
spir-11118	78	8	of	of	ADP
spir-11118	78	9	mechanisms	mechanism	NOUN
spir-11118	78	10	.	.	PUNCT
spir-11118	79	1	international	international	ADJ
spir-11118	79	2	journal	journal	NOUN
spir-11118	79	3	of	of	ADP
spir-11118	79	4	communication	communication	NOUN
spir-11118	79	5	,	,	PUNCT
spir-11118	79	6	14	14	NUM
spir-11118	79	7	,	,	PUNCT
spir-11118	79	8	1115	1115	NUM
spir-11118	79	9	-	-	SYM
spir-11118	79	10	1134	1134	NUM
spir-11118	79	11	.	.	PUNCT
spir-11118	80	1	desrosières	desrosière	NOUN
spir-11118	80	2	,	,	PUNCT
spir-11118	80	3	a.	a.	NOUN
spir-11118	80	4	(	(	PUNCT
spir-11118	80	5	2002	2002	NUM
spir-11118	80	6	)	)	PUNCT
spir-11118	80	7	.	.	PUNCT
spir-11118	81	1	the	the	DET
spir-11118	81	2	politics	politic	NOUN
spir-11118	81	3	of	of	ADP
spir-11118	81	4	large	large	ADJ
spir-11118	81	5	numbers	number	NOUN
spir-11118	81	6	:	:	PUNCT
spir-11118	81	7	a	a	DET
spir-11118	81	8	history	history	NOUN
spir-11118	81	9	of	of	ADP
spir-11118	81	10	statistical	statistical	ADJ
spir-11118	81	11	reasoning	reasoning	NOUN
spir-11118	81	12	.	.	PUNCT
spir-11118	82	1	cambridge	cambridge	PROPN
spir-11118	82	2	,	,	PUNCT
spir-11118	82	3	ma	ma	PROPN
spir-11118	82	4	:	:	PUNCT
spir-11118	82	5	harvard	harvard	PROPN
spir-11118	82	6	university	university	PROPN
spir-11118	82	7	press	press	NOUN
spir-11118	82	8	.	.	PUNCT
spir-11118	83	1	eubanks	eubank	NOUN
spir-11118	83	2	,	,	PUNCT
spir-11118	83	3	v.	v.	PROPN
spir-11118	83	4	(	(	PUNCT
spir-11118	83	5	2018	2018	NUM
spir-11118	83	6	)	)	PUNCT
spir-11118	83	7	.	.	PUNCT
spir-11118	84	1	automating	automate	VERB
spir-11118	84	2	inequality	inequality	NOUN
spir-11118	84	3	:	:	PUNCT
spir-11118	84	4	how	how	SCONJ
spir-11118	84	5	high	high	ADJ
spir-11118	84	6	-	-	PUNCT
spir-11118	84	7	tech	tech	NOUN
spir-11118	84	8	tools	tool	NOUN
spir-11118	84	9	profile	profile	NOUN
spir-11118	84	10	,	,	PUNCT
spir-11118	84	11	police	police	NOUN
spir-11118	84	12	,	,	PUNCT
spir-11118	84	13	and	and	CCONJ
spir-11118	84	14	punish	punish	VERB
spir-11118	84	15	the	the	DET
spir-11118	84	16	poor	poor	ADJ
spir-11118	84	17	.	.	PUNCT
spir-11118	85	1	new	new	PROPN
spir-11118	85	2	york	york	PROPN
spir-11118	85	3	:	:	PUNCT
spir-11118	85	4	st	st	PROPN
spir-11118	85	5	.	.	PROPN
spir-11118	85	6	martin	martin	PROPN
spir-11118	85	7	’s	’s	PART
spir-11118	85	8	press	press	NOUN
spir-11118	85	9	.	.	PUNCT
spir-11118	86	1	ginsberg	ginsberg	PROPN
spir-11118	86	2	,	,	PUNCT
spir-11118	86	3	j.	j.	PROPN
spir-11118	86	4	,	,	PUNCT
spir-11118	86	5	mohebbi	mohebbi	PROPN
spir-11118	86	6	,	,	PUNCT
spir-11118	86	7	m.	m.	NOUN
spir-11118	86	8	,	,	PUNCT
spir-11118	86	9	patel	patel	PROPN
spir-11118	86	10	,	,	PUNCT
spir-11118	86	11	r.	r.	PROPN
spir-11118	86	12	et	et	PROPN
spir-11118	86	13	al	al	PROPN
spir-11118	86	14	.	.	PROPN
spir-11118	86	15	(	(	PUNCT
spir-11118	86	16	2009	2009	NUM
spir-11118	86	17	)	)	PUNCT
spir-11118	86	18	.	.	PUNCT
spir-11118	87	1	detecting	detect	VERB
spir-11118	87	2	influenza	influenza	ADJ
spir-11118	87	3	epidemics	epidemic	NOUN
spir-11118	87	4	using	use	VERB
spir-11118	87	5	search	search	NOUN
spir-11118	87	6	engine	engine	NOUN
spir-11118	87	7	query	query	NOUN
spir-11118	87	8	data	datum	NOUN
spir-11118	87	9	.	.	PUNCT
spir-11118	88	1	nature	nature	NOUN
spir-11118	88	2	,	,	PUNCT
spir-11118	88	3	457	457	NUM
spir-11118	88	4	,	,	PUNCT
spir-11118	88	5	1012	1012	NUM
spir-11118	88	6	-	-	SYM
spir-11118	88	7	1014	1014	NUM
spir-11118	88	8	.	.	PUNCT
spir-11118	89	1	graeff	graeff	PROPN
spir-11118	89	2	,	,	PUNCT
spir-11118	89	3	e.	e.	PROPN
spir-11118	89	4	(	(	PUNCT
spir-11118	89	5	2018	2018	NUM
spir-11118	89	6	)	)	PUNCT
spir-11118	89	7	.	.	PUNCT
spir-11118	90	1	evaluating	evaluate	VERB
spir-11118	90	2	civic	civic	ADJ
spir-11118	90	3	technology	technology	NOUN
spir-11118	90	4	design	design	NOUN
spir-11118	90	5	for	for	ADP
spir-11118	90	6	citizen	citizen	NOUN
spir-11118	90	7	empowerment	empowerment	NOUN
spir-11118	90	8	.	.	PUNCT
spir-11118	91	1	(	(	PUNCT
spir-11118	91	2	unpublished	unpublished	ADJ
spir-11118	91	3	doctoral	doctoral	ADJ
spir-11118	91	4	dissertation	dissertation	NOUN
spir-11118	91	5	)	)	PUNCT
spir-11118	91	6	.	.	PUNCT
spir-11118	92	1	mit	mit	PROPN
spir-11118	92	2	,	,	PUNCT
spir-11118	92	3	cambridge	cambridge	PROPN
spir-11118	92	4	,	,	PUNCT
spir-11118	92	5	ma	ma	PROPN
spir-11118	92	6	.	.	PROPN
spir-11118	92	7	habermas	habermas	PROPN
spir-11118	92	8	,	,	PUNCT
spir-11118	92	9	j.	j.	PROPN
spir-11118	92	10	(	(	PUNCT
spir-11118	92	11	2015	2015	NUM
spir-11118	92	12	)	)	PUNCT
spir-11118	92	13	.	.	PUNCT
spir-11118	93	1	the	the	DET
spir-11118	93	2	lure	lure	NOUN
spir-11118	93	3	of	of	ADP
spir-11118	93	4	technocracy	technocracy	NOUN
spir-11118	93	5	.	.	PUNCT
spir-11118	94	1	cambridge	cambridge	PROPN
spir-11118	94	2	,	,	PUNCT
spir-11118	94	3	uk	uk	PROPN
spir-11118	94	4	:	:	PUNCT
spir-11118	94	5	polity	polity	NOUN
spir-11118	94	6	.	.	PUNCT
spir-11118	95	1	kohn	kohn	PROPN
spir-11118	95	2	,	,	PUNCT
spir-11118	95	3	m.	m.	NOUN
spir-11118	95	4	(	(	PUNCT
spir-11118	95	5	2020	2020	NUM
spir-11118	95	6	)	)	PUNCT
spir-11118	95	7	.	.	PUNCT
spir-11118	96	1	public	public	ADJ
spir-11118	96	2	goods	good	NOUN
spir-11118	96	3	and	and	CCONJ
spir-11118	96	4	social	social	ADJ
spir-11118	96	5	justice	justice	NOUN
spir-11118	96	6	.	.	PUNCT
spir-11118	97	1	perspectives	perspective	NOUN
spir-11118	97	2	on	on	ADP
spir-11118	97	3	politics	politic	NOUN
spir-11118	97	4	.	.	PUNCT
spir-11118	98	1	advanced	advanced	ADJ
spir-11118	98	2	online	online	ADJ
spir-11118	98	3	publication	publication	NOUN
spir-11118	98	4	.	.	PUNCT
spir-11118	99	1	doi	doi	NOUN
spir-11118	99	2	:	:	PUNCT
spir-11118	99	3	10.1017	10.1017	NUM
spir-11118	99	4	/	/	SYM
spir-11118	99	5	s1537592719004614	s1537592719004614	NUM
spir-11118	99	6	lane	lane	NOUN
spir-11118	99	7	,	,	PUNCT
spir-11118	99	8	j.	j.	PROPN
spir-11118	99	9	,	,	PUNCT
spir-11118	99	10	stodden	stodden	PROPN
spir-11118	99	11	,	,	PUNCT
spir-11118	99	12	v.	v.	PROPN
spir-11118	99	13	,	,	PUNCT
spir-11118	99	14	bender	bender	PROPN
spir-11118	99	15	,	,	PUNCT
spir-11118	99	16	s.	s.	PROPN
spir-11118	99	17	,	,	PUNCT
spir-11118	99	18	&	&	CCONJ
spir-11118	99	19	nissenbaum	nissenbaum	PROPN
spir-11118	99	20	,	,	PUNCT
spir-11118	99	21	h.	h.	PROPN
spir-11118	99	22	(	(	PUNCT
spir-11118	99	23	eds	eds	PROPN
spir-11118	99	24	.	.	PUNCT
spir-11118	99	25	)	)	PUNCT
spir-11118	100	1	(	(	PUNCT
spir-11118	100	2	2014	2014	NUM
spir-11118	100	3	)	)	PUNCT
spir-11118	100	4	.	.	PUNCT
spir-11118	101	1	privacy	privacy	NOUN
spir-11118	101	2	,	,	PUNCT
spir-11118	101	3	big	big	ADJ
spir-11118	101	4	data	datum	NOUN
spir-11118	101	5	,	,	PUNCT
spir-11118	101	6	and	and	CCONJ
spir-11118	101	7	the	the	DET
spir-11118	101	8	public	public	ADJ
spir-11118	101	9	good	good	NOUN
spir-11118	101	10	:	:	PUNCT
spir-11118	101	11	frameworks	framework	NOUN
spir-11118	101	12	for	for	ADP
spir-11118	101	13	engagement	engagement	NOUN
spir-11118	101	14	.	.	PUNCT
spir-11118	102	1	new	new	PROPN
spir-11118	102	2	york	york	PROPN
spir-11118	102	3	,	,	PUNCT
spir-11118	102	4	cambridge	cambridge	PROPN
spir-11118	102	5	university	university	PROPN
spir-11118	102	6	press	press	NOUN
spir-11118	102	7	.	.	PUNCT
spir-11118	103	1	nissenbaum	nissenbaum	PROPN
spir-11118	103	2	,	,	PUNCT
spir-11118	103	3	h.	h.	PROPN
spir-11118	103	4	(	(	PUNCT
spir-11118	103	5	2017	2017	NUM
spir-11118	103	6	)	)	PUNCT
spir-11118	103	7	.	.	PUNCT
spir-11118	104	1	deregulating	deregulate	VERB
spir-11118	104	2	collection	collection	NOUN
spir-11118	104	3	:	:	PUNCT
spir-11118	104	4	must	must	AUX
spir-11118	104	5	privacy	privacy	NOUN
spir-11118	104	6	give	give	VERB
spir-11118	104	7	way	way	NOUN
spir-11118	104	8	to	to	PART
spir-11118	104	9	use	use	VERB
spir-11118	104	10	regulation	regulation	NOUN
spir-11118	104	11	?	?	PUNCT
spir-11118	105	1	retrieved	retrieve	VERB
spir-11118	105	2	from	from	ADP
spir-11118	105	3	https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3092282	https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3092282	PROPN
spir-11118	105	4	shue	shue	PROPN
spir-11118	105	5	,	,	PUNCT
spir-11118	105	6	h.	h.	PROPN
spir-11118	105	7	(	(	PUNCT
spir-11118	105	8	1996	1996	NUM
spir-11118	105	9	)	)	PUNCT
spir-11118	105	10	.	.	PUNCT
spir-11118	106	1	basic	basic	ADJ
spir-11118	106	2	rights	right	NOUN
spir-11118	106	3	:	:	PUNCT
spir-11118	106	4	subsistence	subsistence	NOUN
spir-11118	106	5	,	,	PUNCT
spir-11118	106	6	affluence	affluence	NOUN
spir-11118	106	7	,	,	PUNCT
spir-11118	106	8	and	and	CCONJ
spir-11118	106	9	u.s	u.s	PROPN
spir-11118	106	10	.	.	PROPN
spir-11118	106	11	foreign	foreign	ADJ
spir-11118	106	12	policy	policy	NOUN
spir-11118	106	13	(	(	PUNCT
spir-11118	106	14	2nd	2nd	ADJ
spir-11118	106	15	ed	ed	NOUN
spir-11118	106	16	.	.	PUNCT
spir-11118	106	17	)	)	PUNCT
spir-11118	106	18	.	.	PUNCT
spir-11118	107	1	princeton	princeton	PROPN
spir-11118	107	2	,	,	PUNCT
spir-11118	107	3	nj	nj	PROPN
spir-11118	107	4	:	:	PUNCT
spir-11118	107	5	princeton	princeton	PROPN
spir-11118	107	6	university	university	PROPN
spir-11118	107	7	press	press	NOUN
spir-11118	107	8	.	.	PUNCT
spir-11118	108	1	paper	paper	NOUN
spir-11118	108	2	2	2	NUM
spir-11118	108	3	:	:	PUNCT
spir-11118	108	4	google	google	PROPN
spir-11118	108	5	and	and	CCONJ
spir-11118	108	6	facebook	facebook	NOUN
spir-11118	108	7	vs	vs	ADP
spir-11118	108	8	rawls	rawl	NOUN
spir-11118	108	9	and	and	CCONJ
spir-11118	108	10	lao	lao	PROPN
spir-11118	108	11	-	-	PROPN
spir-11118	108	12	tzu	tzu	PROPN
spir-11118	108	13	:	:	PUNCT
spir-11118	108	14	how	how	SCONJ
spir-11118	108	15	silicon	silicon	NOUN
spir-11118	108	16	valley	valley	NOUN
spir-11118	108	17	’s	’s	PART
spir-11118	108	18	utilitarianism	utilitarianism	NOUN
spir-11118	108	19	and	and	CCONJ
spir-11118	108	20	confucianism	confucianism	NOUN
spir-11118	108	21	are	be	AUX
spir-11118	108	22	bad	bad	ADJ
spir-11118	108	23	for	for	ADP
spir-11118	108	24	internet	internet	NOUN
spir-11118	108	25	ethics	ethic	NOUN
spir-11118	108	26	morten	morten	PROPN
spir-11118	108	27	bay	bay	PROPN
spir-11118	108	28	university	university	PROPN
spir-11118	108	29	of	of	ADP
spir-11118	108	30	southern	southern	PROPN
spir-11118	108	31	california	california	PROPN
spir-11118	108	32	suggested	suggest	VERB
spir-11118	108	33	citation	citation	NOUN
spir-11118	108	34	:	:	PUNCT
spir-11118	108	35	bay	bay	NOUN
spir-11118	108	36	,	,	PUNCT
spir-11118	108	37	m.	m.	NOUN
spir-11118	108	38	(	(	PUNCT
spir-11118	108	39	2020	2020	NUM
spir-11118	108	40	,	,	PUNCT
spir-11118	108	41	october	october	PROPN
spir-11118	108	42	)	)	PUNCT
spir-11118	108	43	.	.	PUNCT
spir-11118	109	1	google	google	PROPN
spir-11118	109	2	and	and	CCONJ
spir-11118	109	3	facebook	facebook	NOUN
spir-11118	109	4	vs	vs	ADP
spir-11118	109	5	rawls	rawl	NOUN
spir-11118	109	6	and	and	CCONJ
spir-11118	109	7	lao	lao	PROPN
spir-11118	109	8	-	-	PROPN
spir-11118	109	9	tzu	tzu	PROPN
spir-11118	109	10	:	:	PUNCT
spir-11118	109	11	how	how	SCONJ
spir-11118	109	12	silicon	silicon	NOUN
spir-11118	109	13	valley	valley	NOUN
spir-11118	109	14	’s	’s	PART
spir-11118	109	15	utilitarianism	utilitarianism	NOUN
spir-11118	109	16	and	and	CCONJ
spir-11118	109	17	confucianism	confucianism	NOUN
spir-11118	109	18	are	be	AUX
spir-11118	109	19	bad	bad	ADJ
spir-11118	109	20	for	for	ADP
spir-11118	109	21	internet	internet	NOUN
spir-11118	109	22	ethics	ethic	NOUN
spir-11118	109	23	.	.	PUNCT
spir-11118	110	1	paper	paper	NOUN
spir-11118	110	2	presented	present	VERB
spir-11118	110	3	at	at	ADP
spir-11118	110	4	aoir	aoir	NOUN
spir-11118	110	5	2020	2020	NUM
spir-11118	110	6	:	:	PUNCT
spir-11118	110	7	the	the	DET
spir-11118	110	8	21th	21th	ADJ
spir-11118	110	9	annual	annual	ADJ
spir-11118	110	10	conference	conference	NOUN
spir-11118	110	11	of	of	ADP
spir-11118	110	12	the	the	DET
spir-11118	110	13	association	association	NOUN
spir-11118	110	14	of	of	ADP
spir-11118	110	15	internet	internet	NOUN
spir-11118	110	16	researchers	researcher	NOUN
spir-11118	110	17	.	.	PUNCT
spir-11118	111	1	virtual	virtual	ADJ
spir-11118	111	2	event	event	NOUN
spir-11118	111	3	:	:	PUNCT
spir-11118	111	4	aoir	aoir	NOUN
spir-11118	111	5	.	.	PUNCT
spir-11118	111	6	retrieved	retrieve	VERB
spir-11118	111	7	from	from	ADP
spir-11118	111	8	http://spir.aoir.org	http://spir.aoir.org	PROPN
spir-11118	111	9	.	.	PUNCT
spir-11118	111	10	extended	extend	VERB
spir-11118	111	11	abstract	abstract	ADJ
spir-11118	111	12	the	the	DET
spir-11118	111	13	proposed	propose	VERB
spir-11118	111	14	paper	paper	NOUN
spir-11118	111	15	presents	present	VERB
spir-11118	111	16	an	an	DET
spir-11118	111	17	argument	argument	NOUN
spir-11118	111	18	in	in	ADP
spir-11118	111	19	favor	favor	NOUN
spir-11118	111	20	of	of	ADP
spir-11118	111	21	a	a	DET
spir-11118	111	22	rawlsian	rawlsian	ADJ
spir-11118	111	23	approach	approach	NOUN
spir-11118	111	24	to	to	ADP
spir-11118	111	25	ethics	ethic	NOUN
spir-11118	111	26	for	for	ADP
spir-11118	111	27	internet	internet	NOUN
spir-11118	111	28	technology	technology	NOUN
spir-11118	111	29	companies	company	NOUN
spir-11118	111	30	(	(	PUNCT
spir-11118	111	31	den	den	PROPN
spir-11118	111	32	hoven	hoven	PROPN
spir-11118	111	33	&	&	CCONJ
spir-11118	111	34	rooksby	rooksby	ADJ
spir-11118	111	35	,	,	PUNCT
spir-11118	111	36	2008	2008	NUM
spir-11118	111	37	;	;	PUNCT
spir-11118	111	38	hoffman	hoffman	NOUN
spir-11118	111	39	,	,	PUNCT
spir-11118	111	40	2017	2017	NUM
spir-11118	111	41	)	)	PUNCT
spir-11118	111	42	.	.	PUNCT
spir-11118	112	1	ethics	ethic	NOUN
spir-11118	112	2	statements	statement	NOUN
spir-11118	112	3	from	from	ADP
spir-11118	112	4	such	such	ADJ
spir-11118	112	5	companies	company	NOUN
spir-11118	112	6	are	be	AUX
spir-11118	112	7	analyzed	analyze	VERB
spir-11118	112	8	and	and	CCONJ
spir-11118	112	9	shown	show	VERB
spir-11118	112	10	to	to	PART
spir-11118	112	11	be	be	AUX
spir-11118	112	12	utilitarian	utilitarian	ADJ
spir-11118	112	13	and	and	CCONJ
spir-11118	112	14	teleological	teleological	ADJ
spir-11118	112	15	in	in	ADP
spir-11118	112	16	nature	nature	NOUN
spir-11118	112	17	,	,	PUNCT
spir-11118	112	18	and	and	CCONJ
spir-11118	112	19	therefore	therefore	ADV
spir-11118	112	20	in	in	ADP
spir-11118	112	21	opposition	opposition	NOUN
spir-11118	112	22	to	to	ADP
spir-11118	112	23	rawls	rawl	NOUN
spir-11118	112	24	’	'	PUNCT
spir-11118	112	25	theories	theory	NOUN
spir-11118	112	26	of	of	ADP
spir-11118	112	27	justice	justice	NOUN
spir-11118	112	28	and	and	CCONJ
spir-11118	112	29	fairness	fairness	NOUN
spir-11118	112	30	.	.	PUNCT
spir-11118	113	1	the	the	DET
spir-11118	113	2	statements	statement	NOUN
spir-11118	113	3	are	be	AUX
spir-11118	113	4	also	also	ADV
spir-11118	113	5	shown	show	VERB
spir-11118	113	6	to	to	PART
spir-11118	113	7	have	have	VERB
spir-11118	113	8	traits	trait	NOUN
spir-11118	113	9	in	in	ADP
spir-11118	113	10	common	common	ADJ
spir-11118	113	11	with	with	ADP
spir-11118	113	12	confucian	confucian	ADJ
spir-11118	113	13	virtue	virtue	NOUN
spir-11118	113	14	ethics	ethic	NOUN
spir-11118	113	15	(	(	PUNCT
spir-11118	113	16	ames	ame	NOUN
spir-11118	113	17	,	,	PUNCT
spir-11118	113	18	2011	2011	NUM
spir-11118	113	19	;	;	PUNCT
spir-11118	113	20	nylan	nylan	PROPN
spir-11118	113	21	,	,	PUNCT
spir-11118	113	22	2008	2008	NUM
spir-11118	113	23	)	)	PUNCT
spir-11118	113	24	.	.	PUNCT
spir-11118	114	1	in	in	ADP
spir-11118	114	2	contrast	contrast	NOUN
spir-11118	114	3	to	to	ADP
spir-11118	114	4	popular	popular	ADJ
spir-11118	114	5	perception	perception	NOUN
spir-11118	114	6	,	,	PUNCT
spir-11118	114	7	american	american	ADJ
spir-11118	114	8	moral	moral	ADJ
spir-11118	114	9	philosopher	philosopher	NOUN
spir-11118	114	10	john	john	PROPN
spir-11118	114	11	rawls	rawls	PROPN
spir-11118	114	12	did	do	AUX
spir-11118	114	13	not	not	PART
spir-11118	114	14	always	always	ADV
spir-11118	114	15	denounce	denounce	VERB
spir-11118	114	16	consequentialism	consequentialism	NOUN
spir-11118	114	17	.	.	PUNCT
spir-11118	115	1	he	he	PRON
spir-11118	115	2	wrote	write	VERB
spir-11118	115	3	that	that	SCONJ
spir-11118	115	4	not	not	PART
spir-11118	115	5	taking	take	VERB
spir-11118	115	6	“	"	PUNCT
spir-11118	115	7	consequences	consequence	NOUN
spir-11118	115	8	into	into	ADP
spir-11118	115	9	account	account	NOUN
spir-11118	115	10	in	in	ADP
spir-11118	115	11	judging	judge	VERB
spir-11118	115	12	rightness	rightness	NOUN
spir-11118	115	13	”	"	PUNCT
spir-11118	115	14	would	would	AUX
spir-11118	115	15	be	be	AUX
spir-11118	115	16	“	"	PUNCT
spir-11118	115	17	irrational	irrational	ADJ
spir-11118	115	18	,	,	PUNCT
spir-11118	115	19	crazy	crazy	ADJ
spir-11118	115	20	”	"	PUNCT
spir-11118	115	21	(	(	PUNCT
spir-11118	115	22	rawls	rawl	NOUN
spir-11118	115	23	,	,	PUNCT
spir-11118	115	24	1971	1971	NUM
spir-11118	115	25	,	,	PUNCT
spir-11118	115	26	p.	p.	NOUN
spir-11118	115	27	30	30	NUM
spir-11118	115	28	)	)	PUNCT
spir-11118	115	29	.	.	PUNCT
spir-11118	116	1	rawls	rawl	VERB
spir-11118	116	2	’	'	PUNCT
spir-11118	116	3	critique	critique	NOUN
spir-11118	116	4	of	of	ADP
spir-11118	116	5	utilitarianism	utilitarianism	NOUN
spir-11118	116	6	,	,	PUNCT
spir-11118	116	7	rather	rather	ADV
spir-11118	116	8	,	,	PUNCT
spir-11118	116	9	concerned	concern	VERB
spir-11118	116	10	the	the	DET
spir-11118	116	11	extent	extent	NOUN
spir-11118	116	12	to	to	PART
spir-11118	116	13	which	which	PRON
spir-11118	116	14	utilitarianism	utilitarianism	NOUN
spir-11118	116	15	relies	rely	VERB
spir-11118	116	16	on	on	ADP
spir-11118	116	17	consequentialism	consequentialism	NOUN
spir-11118	116	18	and	and	CCONJ
spir-11118	116	19	also	also	ADV
spir-11118	116	20	that	that	SCONJ
spir-11118	116	21	it	it	PRON
spir-11118	116	22	is	be	AUX
spir-11118	116	23	teleological	teleological	ADJ
spir-11118	116	24	(	(	PUNCT
spir-11118	116	25	rawls	rawl	NOUN
spir-11118	116	26	,	,	PUNCT
spir-11118	116	27	1971	1971	NUM
spir-11118	116	28	)	)	PUNCT
spir-11118	116	29	.	.	PUNCT
spir-11118	117	1	hence	hence	ADV
spir-11118	117	2	,	,	PUNCT
spir-11118	117	3	viewing	view	VERB
spir-11118	117	4	the	the	DET
spir-11118	117	5	technology	technology	NOUN
spir-11118	117	6	ethics	ethic	NOUN
spir-11118	117	7	and	and	CCONJ
spir-11118	117	8	guidelines	guideline	NOUN
spir-11118	117	9	presented	present	VERB
spir-11118	117	10	by	by	ADP
spir-11118	117	11	internet	internet	NOUN
spir-11118	117	12	corporations	corporation	NOUN
spir-11118	117	13	through	through	ADP
spir-11118	117	14	a	a	DET
spir-11118	117	15	rawlsian	rawlsian	ADJ
spir-11118	117	16	lens	lens	NOUN
spir-11118	117	17	raises	raise	VERB
spir-11118	117	18	the	the	DET
spir-11118	117	19	question	question	NOUN
spir-11118	117	20	:	:	PUNCT
spir-11118	117	21	what	what	PRON
spir-11118	117	22	is	be	AUX
spir-11118	117	23	more	more	ADV
spir-11118	117	24	teleological	teleological	ADJ
spir-11118	117	25	than	than	ADP
spir-11118	117	26	companies	company	NOUN
spir-11118	117	27	such	such	ADJ
spir-11118	117	28	as	as	ADP
spir-11118	117	29	google	google	NOUN
spir-11118	117	30	,	,	PUNCT
spir-11118	117	31	facebook	facebook	NOUN
spir-11118	117	32	,	,	PUNCT
spir-11118	117	33	and	and	CCONJ
spir-11118	117	34	their	their	PRON
spir-11118	117	35	associated	associated	ADJ
spir-11118	117	36	platforms	platform	NOUN
spir-11118	117	37	,	,	PUNCT
spir-11118	117	38	whose	whose	DET
spir-11118	117	39	business	business	NOUN
spir-11118	117	40	models	model	NOUN
spir-11118	117	41	entail	entail	VERB
spir-11118	117	42	collecting	collect	VERB
spir-11118	117	43	personal	personal	ADJ
spir-11118	117	44	user	user	NOUN
spir-11118	117	45	data	datum	NOUN
spir-11118	117	46	and	and	CCONJ
spir-11118	117	47	making	make	VERB
spir-11118	117	48	predictions	prediction	NOUN
spir-11118	117	49	based	base	VERB
spir-11118	117	50	on	on	ADP
spir-11118	117	51	these	these	DET
spir-11118	117	52	data	datum	NOUN
spir-11118	117	53	?	?	PUNCT
spir-11118	118	1	their	their	PRON
spir-11118	118	2	stated	state	VERB
spir-11118	118	3	telos	telos	PROPN
spir-11118	118	4	is	be	AUX
spir-11118	118	5	to	to	PART
spir-11118	118	6	use	use	VERB
spir-11118	118	7	the	the	DET
spir-11118	118	8	collected	collect	VERB
spir-11118	118	9	data	datum	NOUN
spir-11118	118	10	to	to	PART
spir-11118	118	11	improve	improve	VERB
spir-11118	118	12	user	user	NOUN
spir-11118	118	13	experiences	experience	NOUN
spir-11118	118	14	on	on	ADP
spir-11118	118	15	services	service	NOUN
spir-11118	118	16	offered	offer	VERB
spir-11118	118	17	to	to	ADP
spir-11118	118	18	the	the	DET
spir-11118	118	19	public	public	NOUN
spir-11118	118	20	for	for	ADP
spir-11118	118	21	free	free	ADJ
spir-11118	118	22	,	,	PUNCT
spir-11118	118	23	and	and	CCONJ
spir-11118	118	24	to	to	PART
spir-11118	118	25	make	make	VERB
spir-11118	118	26	contributions	contribution	NOUN
spir-11118	118	27	to	to	ADP
spir-11118	118	28	a	a	DET
spir-11118	118	29	range	range	NOUN
spir-11118	118	30	of	of	ADP
spir-11118	118	31	public	public	ADJ
spir-11118	118	32	goods	good	NOUN
spir-11118	118	33	from	from	ADP
spir-11118	118	34	health	health	NOUN
spir-11118	118	35	care	care	NOUN
spir-11118	118	36	to	to	ADP
spir-11118	118	37	national	national	ADJ
spir-11118	118	38	security	security	NOUN
spir-11118	118	39	through	through	ADP
spir-11118	118	40	predictive	predictive	ADJ
spir-11118	118	41	data	datum	NOUN
spir-11118	118	42	analytics	analytic	NOUN
spir-11118	118	43	.	.	PUNCT
spir-11118	119	1	of	of	ADP
spir-11118	119	2	course	course	NOUN
spir-11118	119	3	,	,	PUNCT
spir-11118	119	4	the	the	DET
spir-11118	119	5	data	data	NOUN
spir-11118	119	6	sets	set	NOUN
spir-11118	119	7	are	be	AUX
spir-11118	119	8	also	also	ADV
spir-11118	119	9	used	use	VERB
spir-11118	119	10	to	to	PART
spir-11118	119	11	predict	predict	VERB
spir-11118	119	12	the	the	DET
spir-11118	119	13	effects	effect	NOUN
spir-11118	119	14	of	of	ADP
spir-11118	119	15	commercial	commercial	ADJ
spir-11118	119	16	and	and	CCONJ
spir-11118	119	17	political	political	ADJ
spir-11118	119	18	advertising	advertising	NOUN
spir-11118	119	19	,	,	PUNCT
spir-11118	119	20	which	which	PRON
spir-11118	119	21	optimizes	optimize	VERB
spir-11118	119	22	the	the	DET
spir-11118	119	23	companies	company	NOUN
spir-11118	119	24	’	'	PUNCT
spir-11118	119	25	shareholder	shareholder	NOUN
spir-11118	119	26	profits	profit	NOUN
spir-11118	119	27	(	(	PUNCT
spir-11118	119	28	zuboff	zuboff	NOUN
spir-11118	119	29	,	,	PUNCT
spir-11118	119	30	2015	2015	NUM
spir-11118	119	31	,	,	PUNCT
spir-11118	119	32	2019	2019	NUM
spir-11118	119	33	)	)	PUNCT
spir-11118	119	34	.	.	PUNCT
spir-11118	120	1	that	that	SCONJ
spir-11118	120	2	the	the	DET
spir-11118	120	3	justification	justification	NOUN
spir-11118	120	4	for	for	ADP
spir-11118	120	5	the	the	DET
spir-11118	120	6	data	data	NOUN
spir-11118	120	7	collection	collection	NOUN
spir-11118	120	8	is	be	AUX
spir-11118	120	9	presented	present	VERB
spir-11118	120	10	as	as	ADP
spir-11118	120	11	the	the	DET
spir-11118	120	12	benefits	benefit	NOUN
spir-11118	120	13	outweighing	outweigh	VERB
spir-11118	120	14	the	the	DET
spir-11118	120	15	harms	harm	NOUN
spir-11118	120	16	for	for	ADP
spir-11118	120	17	the	the	DET
spir-11118	120	18	biggest	big	ADJ
spir-11118	120	19	number	number	NOUN
spir-11118	120	20	of	of	ADP
spir-11118	120	21	people	people	NOUN
spir-11118	120	22	demonstrates	demonstrate	VERB
spir-11118	120	23	the	the	DET
spir-11118	120	24	teleological	teleological	ADJ
spir-11118	120	25	and	and	CCONJ
spir-11118	120	26	utilitarian	utilitarian	ADJ
spir-11118	120	27	approach	approach	NOUN
spir-11118	120	28	taken	take	VERB
spir-11118	120	29	by	by	ADP
spir-11118	120	30	these	these	DET
spir-11118	120	31	technology	technology	NOUN
spir-11118	120	32	companies	company	NOUN
spir-11118	120	33	.	.	PUNCT
spir-11118	121	1	the	the	DET
spir-11118	121	2	companies	company	NOUN
spir-11118	121	3	’	’	PART
spir-11118	121	4	ethics	ethic	NOUN
spir-11118	121	5	statements	statement	NOUN
spir-11118	121	6	are	be	AUX
spir-11118	121	7	often	often	ADV
spir-11118	121	8	superficial	superficial	ADJ
spir-11118	121	9	guidelines	guideline	NOUN
spir-11118	121	10	with	with	ADP
spir-11118	121	11	very	very	ADV
spir-11118	121	12	little	little	ADJ
spir-11118	121	13	adherence	adherence	NOUN
spir-11118	121	14	to	to	ADP
spir-11118	121	15	actual	actual	ADJ
spir-11118	121	16	ethical	ethical	ADJ
spir-11118	121	17	practice	practice	NOUN
spir-11118	121	18	or	or	CCONJ
spir-11118	121	19	theory	theory	NOUN
spir-11118	121	20	(	(	PUNCT
spir-11118	121	21	microsoft	microsoft	PROPN
spir-11118	121	22	,	,	PUNCT
spir-11118	121	23	2019	2019	NUM
spir-11118	121	24	;	;	PUNCT
spir-11118	121	25	pichai	pichai	NUM
spir-11118	121	26	,	,	PUNCT
spir-11118	121	27	2018	2018	NUM
spir-11118	121	28	)	)	PUNCT
spir-11118	121	29	.	.	PUNCT
spir-11118	122	1	by	by	ADP
spir-11118	122	2	using	use	VERB
spir-11118	122	3	what	what	PRON
spir-11118	122	4	the	the	DET
spir-11118	122	5	corporations	corporation	NOUN
spir-11118	122	6	appear	appear	VERB
spir-11118	122	7	to	to	PART
spir-11118	122	8	believe	believe	VERB
spir-11118	122	9	are	be	AUX
spir-11118	122	10	ethical	ethical	ADJ
spir-11118	122	11	“	"	PUNCT
spir-11118	122	12	buzzwords	buzzword	NOUN
spir-11118	122	13	”	"	PUNCT
spir-11118	122	14	,	,	PUNCT
spir-11118	122	15	these	these	DET
spir-11118	122	16	ethics	ethic	NOUN
spir-11118	122	17	statements	statement	NOUN
spir-11118	122	18	often	often	ADV
spir-11118	122	19	resemble	resemble	VERB
spir-11118	122	20	confucian	confucian	ADJ
spir-11118	122	21	virtue	virtue	NOUN
spir-11118	122	22	ethics	ethic	NOUN
spir-11118	122	23	,	,	PUNCT
spir-11118	122	24	in	in	SCONJ
spir-11118	122	25	that	that	SCONJ
spir-11118	122	26	they	they	PRON
spir-11118	122	27	present	present	VERB
spir-11118	122	28	virtues	virtue	NOUN
spir-11118	122	29	to	to	PART
spir-11118	122	30	be	be	AUX
spir-11118	122	31	adopted	adopt	VERB
spir-11118	122	32	without	without	ADP
spir-11118	122	33	rooting	root	VERB
spir-11118	122	34	these	these	DET
spir-11118	122	35	virtues	virtue	NOUN
spir-11118	122	36	in	in	ADP
spir-11118	122	37	empirical	empirical	ADJ
spir-11118	122	38	knowledge	knowledge	NOUN
spir-11118	122	39	,	,	PUNCT
spir-11118	122	40	ethical	ethical	ADJ
spir-11118	122	41	theory	theory	NOUN
spir-11118	122	42	or	or	CCONJ
spir-11118	122	43	presenting	present	VERB
spir-11118	122	44	a	a	DET
spir-11118	122	45	solidly	solidly	ADV
spir-11118	122	46	reasoned	reason	VERB
spir-11118	122	47	argument	argument	NOUN
spir-11118	122	48	for	for	ADP
spir-11118	122	49	them	they	PRON
spir-11118	122	50	(	(	PUNCT
spir-11118	122	51	separating	separate	VERB
spir-11118	122	52	them	they	PRON
spir-11118	122	53	substantially	substantially	ADV
spir-11118	122	54	from	from	ADP
spir-11118	122	55	the	the	DET
spir-11118	122	56	virtue	virtue	NOUN
spir-11118	122	57	-	-	PUNCT
spir-11118	122	58	based	base	VERB
spir-11118	122	59	technology	technology	NOUN
spir-11118	122	60	ethics	ethic	NOUN
spir-11118	122	61	presented	present	VERB
spir-11118	122	62	by	by	ADP
spir-11118	122	63	ess	ess	PROPN
spir-11118	122	64	(	(	PUNCT
spir-11118	122	65	2011	2011	NUM
spir-11118	122	66	)	)	PUNCT
spir-11118	122	67	and	and	CCONJ
spir-11118	122	68	vallor	vallor	NOUN
spir-11118	122	69	(	(	PUNCT
spir-11118	122	70	2016	2016	NUM
spir-11118	122	71	)	)	PUNCT
spir-11118	122	72	)	)	PUNCT
spir-11118	122	73	.	.	PUNCT
spir-11118	123	1	similar	similar	ADJ
spir-11118	123	2	to	to	ADP
spir-11118	123	3	confucius	confucius	NOUN
spir-11118	123	4	presenting	present	VERB
spir-11118	123	5	the	the	DET
spir-11118	123	6	ethical	ethical	ADJ
spir-11118	123	7	necessity	necessity	NOUN
spir-11118	123	8	of	of	ADP
spir-11118	123	9	virtues	virtue	NOUN
spir-11118	123	10	such	such	ADJ
spir-11118	123	11	as	as	ADP
spir-11118	123	12	order	order	NOUN
spir-11118	123	13	and	and	CCONJ
spir-11118	123	14	propriety	propriety	NOUN
spir-11118	123	15	as	as	ADP
spir-11118	123	16	somewhat	somewhat	ADV
spir-11118	123	17	self	self	NOUN
spir-11118	123	18	-	-	PUNCT
spir-11118	123	19	evident	evident	ADJ
spir-11118	123	20	,	,	PUNCT
spir-11118	123	21	the	the	DET
spir-11118	123	22	virtues	virtue	NOUN
spir-11118	123	23	proposed	propose	VERB
spir-11118	123	24	in	in	ADP
spir-11118	123	25	tech	tech	NOUN
spir-11118	123	26	company	company	NOUN
spir-11118	123	27	ethics	ethic	NOUN
spir-11118	123	28	statements	statement	NOUN
spir-11118	123	29	are	be	AUX
spir-11118	123	30	contextless	contextless	ADJ
spir-11118	123	31	and	and	CCONJ
spir-11118	123	32	theoretically	theoretically	ADV
spir-11118	123	33	unmoored	unmoored	ADJ
spir-11118	123	34	(	(	PUNCT
spir-11118	123	35	wong	wong	PROPN
spir-11118	123	36	,	,	PUNCT
spir-11118	123	37	2012	2012	NUM
spir-11118	123	38	)	)	PUNCT
spir-11118	123	39	.	.	PUNCT
spir-11118	124	1	the	the	DET
spir-11118	124	2	ethics	ethic	NOUN
spir-11118	124	3	practices	practice	NOUN
spir-11118	124	4	of	of	ADP
spir-11118	124	5	technology	technology	NOUN
spir-11118	124	6	companies	company	NOUN
spir-11118	124	7	share	share	VERB
spir-11118	124	8	a	a	DET
spir-11118	124	9	characteristic	characteristic	NOUN
spir-11118	124	10	with	with	ADP
spir-11118	124	11	confucian	confucian	ADJ
spir-11118	124	12	virtue	virtue	NOUN
spir-11118	124	13	ethics	ethic	NOUN
spir-11118	124	14	in	in	ADP
spir-11118	124	15	that	that	SCONJ
spir-11118	124	16	the	the	DET
spir-11118	124	17	companies	company	NOUN
spir-11118	124	18	enforce	enforce	VERB
spir-11118	124	19	strictly	strictly	ADV
spir-11118	124	20	hierarchical	hierarchical	ADJ
spir-11118	124	21	decisionmaking	decisionmake	VERB
spir-11118	124	22	(	(	PUNCT
spir-11118	124	23	healey	healey	PROPN
spir-11118	124	24	&	&	CCONJ
spir-11118	124	25	woods	woods	PROPN
spir-11118	124	26	,	,	PUNCT
spir-11118	124	27	2017	2017	NUM
spir-11118	124	28	)	)	PUNCT
spir-11118	124	29	.	.	PUNCT
spir-11118	125	1	the	the	DET
spir-11118	125	2	above	above	ADV
spir-11118	125	3	-	-	PUNCT
spir-11118	125	4	mentioned	mention	VERB
spir-11118	125	5	statements	statement	NOUN
spir-11118	125	6	and	and	CCONJ
spir-11118	125	7	practices	practice	NOUN
spir-11118	125	8	are	be	AUX
spir-11118	125	9	all	all	ADV
spir-11118	125	10	contingent	contingent	ADJ
spir-11118	125	11	on	on	ADP
spir-11118	125	12	the	the	DET
spir-11118	125	13	perceived	perceive	VERB
spir-11118	125	14	ability	ability	NOUN
spir-11118	125	15	of	of	ADP
spir-11118	125	16	the	the	DET
spir-11118	125	17	technology	technology	NOUN
spir-11118	125	18	companies	company	NOUN
spir-11118	125	19	to	to	PART
spir-11118	125	20	accurately	accurately	ADV
spir-11118	125	21	predict	predict	VERB
spir-11118	125	22	the	the	DET
spir-11118	125	23	consequences	consequence	NOUN
spir-11118	125	24	of	of	ADP
spir-11118	125	25	their	their	PRON
spir-11118	125	26	actions	action	NOUN
spir-11118	125	27	and	and	CCONJ
spir-11118	125	28	the	the	DET
spir-11118	125	29	effect	effect	NOUN
spir-11118	125	30	of	of	ADP
spir-11118	125	31	their	their	PRON
spir-11118	125	32	products	product	NOUN
spir-11118	125	33	.	.	PUNCT
spir-11118	126	1	this	this	DET
spir-11118	126	2	confidence	confidence	NOUN
spir-11118	126	3	in	in	ADP
spir-11118	126	4	predictions	prediction	NOUN
spir-11118	126	5	coupled	couple	VERB
spir-11118	126	6	with	with	ADP
spir-11118	126	7	quasi	quasi	ADJ
spir-11118	126	8	-	-	ADJ
spir-11118	126	9	confucianist	confucianist	ADJ
spir-11118	126	10	virtue	virtue	NOUN
spir-11118	126	11	ethics	ethic	NOUN
spir-11118	126	12	is	be	AUX
spir-11118	126	13	yet	yet	ADV
spir-11118	126	14	another	another	DET
spir-11118	126	15	demonstration	demonstration	NOUN
spir-11118	126	16	of	of	ADP
spir-11118	126	17	teleological	teleological	ADJ
spir-11118	126	18	utilitarianism	utilitarianism	NOUN
spir-11118	126	19	.	.	PUNCT
spir-11118	127	1	employing	employ	VERB
spir-11118	127	2	an	an	DET
spir-11118	127	3	applied	apply	VERB
spir-11118	127	4	ethics	ethic	NOUN
spir-11118	127	5	method	method	NOUN
spir-11118	127	6	,	,	PUNCT
spir-11118	127	7	public	public	ADJ
spir-11118	127	8	ethics	ethic	NOUN
spir-11118	127	9	statements	statement	NOUN
spir-11118	127	10	from	from	ADP
spir-11118	127	11	google	google	PROPN
spir-11118	127	12	,	,	PUNCT
spir-11118	127	13	microsoft	microsoft	PROPN
spir-11118	127	14	,	,	PUNCT
spir-11118	127	15	and	and	CCONJ
spir-11118	127	16	facebook	facebook	NOUN
spir-11118	127	17	are	be	AUX
spir-11118	127	18	analyzed	analyze	VERB
spir-11118	127	19	using	use	VERB
spir-11118	127	20	the	the	DET
spir-11118	127	21	work	work	NOUN
spir-11118	127	22	of	of	ADP
spir-11118	127	23	two	two	NUM
spir-11118	127	24	opponents	opponent	NOUN
spir-11118	127	25	of	of	ADP
spir-11118	127	26	teleological	teleological	ADJ
spir-11118	127	27	utilitarianism	utilitarianism	NOUN
spir-11118	127	28	and	and	CCONJ
spir-11118	127	29	confucianism	confucianism	NOUN
spir-11118	127	30	,	,	PUNCT
spir-11118	127	31	john	john	PROPN
spir-11118	127	32	rawls	rawls	PROPN
spir-11118	127	33	and	and	CCONJ
spir-11118	127	34	lao	lao	PROPN
spir-11118	127	35	-	-	PROPN
spir-11118	127	36	tzu	tzu	PROPN
spir-11118	127	37	.	.	PUNCT
spir-11118	128	1	more	more	ADJ
spir-11118	128	2	than	than	ADP
spir-11118	128	3	two	two	NUM
spir-11118	128	4	thousand	thousand	NUM
spir-11118	128	5	years	year	NOUN
spir-11118	128	6	apart	apart	ADV
spir-11118	128	7	,	,	PUNCT
spir-11118	128	8	rawls	rawl	NOUN
spir-11118	128	9	and	and	CCONJ
spir-11118	128	10	lao	lao	PROPN
spir-11118	128	11	-	-	PROPN
spir-11118	128	12	tzu	tzu	PROPN
spir-11118	128	13	both	both	PRON
spir-11118	128	14	made	make	VERB
spir-11118	128	15	compelling	compelling	ADJ
spir-11118	128	16	and	and	CCONJ
spir-11118	128	17	strong	strong	ADJ
spir-11118	128	18	arguments	argument	NOUN
spir-11118	128	19	against	against	ADP
spir-11118	128	20	employing	employ	VERB
spir-11118	128	21	conjectures	conjecture	NOUN
spir-11118	128	22	about	about	ADP
spir-11118	128	23	the	the	DET
spir-11118	128	24	consequences	consequence	NOUN
spir-11118	128	25	of	of	ADP
spir-11118	128	26	decisions	decision	NOUN
spir-11118	128	27	and	and	CCONJ
spir-11118	128	28	actions	action	NOUN
spir-11118	128	29	as	as	ADP
spir-11118	128	30	the	the	DET
spir-11118	128	31	foundation	foundation	NOUN
spir-11118	128	32	for	for	ADP
spir-11118	128	33	decision	decision	NOUN
spir-11118	128	34	-	-	PUNCT
spir-11118	128	35	making	making	NOUN
spir-11118	128	36	(	(	PUNCT
spir-11118	128	37	lin	lin	PROPN
spir-11118	128	38	et	et	PROPN
spir-11118	128	39	al	al	PROPN
spir-11118	128	40	.	.	PROPN
spir-11118	128	41	,	,	PUNCT
spir-11118	128	42	2013	2013	NUM
spir-11118	128	43	;	;	PUNCT
spir-11118	128	44	vuong	vuong	PROPN
spir-11118	128	45	et	et	PROPN
spir-11118	128	46	al	al	PROPN
spir-11118	128	47	.	.	PROPN
spir-11118	128	48	,	,	PUNCT
spir-11118	128	49	2018	2018	NUM
spir-11118	128	50	)	)	PUNCT
spir-11118	128	51	.	.	PUNCT
spir-11118	129	1	lao	lao	PROPN
spir-11118	129	2	-	-	PUNCT
spir-11118	129	3	tzu	tzu	PROPN
spir-11118	129	4	,	,	PUNCT
spir-11118	129	5	likely	likely	ADV
spir-11118	129	6	a	a	DET
spir-11118	129	7	pseudonym	pseudonym	NOUN
spir-11118	129	8	,	,	PUNCT
spir-11118	129	9	did	do	VERB
spir-11118	129	10	so	so	ADV
spir-11118	129	11	in	in	ADP
spir-11118	129	12	the	the	DET
spir-11118	129	13	classic	classic	ADJ
spir-11118	129	14	taoist	taoist	NOUN
spir-11118	129	15	text	text	NOUN
spir-11118	129	16	tao	tao	PROPN
spir-11118	129	17	te	te	PROPN
spir-11118	129	18	ching	ching	PROPN
spir-11118	129	19	,	,	PUNCT
spir-11118	129	20	which	which	PRON
spir-11118	129	21	also	also	ADV
spir-11118	129	22	contains	contain	VERB
spir-11118	129	23	simple	simple	ADJ
spir-11118	129	24	rebuttals	rebuttal	NOUN
spir-11118	129	25	of	of	ADP
spir-11118	129	26	several	several	ADJ
spir-11118	129	27	confucian	confucian	ADJ
spir-11118	129	28	virtues	virtue	NOUN
spir-11118	129	29	.	.	PUNCT
spir-11118	130	1	several	several	ADJ
spir-11118	130	2	arguments	argument	NOUN
spir-11118	130	3	emerge	emerge	VERB
spir-11118	130	4	from	from	ADP
spir-11118	130	5	the	the	DET
spir-11118	130	6	perspectives	perspective	NOUN
spir-11118	130	7	of	of	ADP
spir-11118	130	8	these	these	DET
spir-11118	130	9	two	two	NUM
spir-11118	130	10	philosophers	philosopher	NOUN
spir-11118	130	11	that	that	PRON
spir-11118	130	12	call	call	VERB
spir-11118	130	13	the	the	DET
spir-11118	130	14	prediction	prediction	NOUN
spir-11118	130	15	-	-	PUNCT
spir-11118	130	16	heavy	heavy	ADJ
spir-11118	130	17	,	,	PUNCT
spir-11118	130	18	teleological	teleological	ADJ
spir-11118	130	19	and	and	CCONJ
spir-11118	130	20	consequentialism	consequentialism	NOUN
spir-11118	130	21	-	-	PUNCT
spir-11118	130	22	based	base	VERB
spir-11118	130	23	ethics	ethic	NOUN
spir-11118	130	24	approach	approach	NOUN
spir-11118	130	25	of	of	ADP
spir-11118	130	26	technology	technology	NOUN
spir-11118	130	27	companies	company	NOUN
spir-11118	130	28	into	into	ADP
spir-11118	130	29	question	question	NOUN
spir-11118	130	30	,	,	PUNCT
spir-11118	130	31	including	include	VERB
spir-11118	130	32	the	the	DET
spir-11118	130	33	demonstrable	demonstrable	ADJ
spir-11118	130	34	difficulty	difficulty	NOUN
spir-11118	130	35	associated	associate	VERB
spir-11118	130	36	with	with	ADP
spir-11118	130	37	achieving	achieve	VERB
spir-11118	130	38	high	high	ADJ
spir-11118	130	39	accuracy	accuracy	NOUN
spir-11118	130	40	in	in	ADP
spir-11118	130	41	forecasts	forecast	NOUN
spir-11118	130	42	of	of	ADP
spir-11118	130	43	technological	technological	ADJ
spir-11118	130	44	development	development	NOUN
spir-11118	130	45	,	,	PUNCT
spir-11118	130	46	adoption	adoption	NOUN
spir-11118	130	47	,	,	PUNCT
spir-11118	130	48	and	and	CCONJ
spir-11118	130	49	practices	practice	NOUN
spir-11118	130	50	such	such	ADJ
spir-11118	130	51	as	as	ADP
spir-11118	130	52	online	online	ADJ
spir-11118	130	53	data	data	NOUN
spir-11118	130	54	collection	collection	NOUN
spir-11118	130	55	(	(	PUNCT
spir-11118	130	56	meade	meade	PROPN
spir-11118	130	57	&	&	CCONJ
spir-11118	130	58	islam	islam	PROPN
spir-11118	130	59	,	,	PUNCT
spir-11118	130	60	2006	2006	NUM
spir-11118	130	61	)	)	PUNCT
spir-11118	130	62	.	.	PUNCT
spir-11118	131	1	after	after	ADP
spir-11118	131	2	showing	show	VERB
spir-11118	131	3	how	how	SCONJ
spir-11118	131	4	the	the	DET
spir-11118	131	5	tech	tech	NOUN
spir-11118	131	6	industry	industry	NOUN
spir-11118	131	7	’s	’s	PART
spir-11118	131	8	utilitarian	utilitarian	ADJ
spir-11118	131	9	-	-	PUNCT
spir-11118	131	10	confucian	confucian	ADJ
spir-11118	131	11	hegemony	hegemony	ADJ
spir-11118	131	12	clashes	clash	NOUN
spir-11118	131	13	with	with	ADP
spir-11118	131	14	rawlsian	rawlsian	ADJ
spir-11118	131	15	ethics	ethic	NOUN
spir-11118	131	16	and	and	CCONJ
spir-11118	131	17	taoism	taoism	NOUN
spir-11118	131	18	,	,	PUNCT
spir-11118	131	19	these	these	DET
spir-11118	131	20	schools	school	NOUN
spir-11118	131	21	of	of	ADP
spir-11118	131	22	thought	thought	NOUN
spir-11118	131	23	are	be	AUX
spir-11118	131	24	demonstrated	demonstrate	VERB
spir-11118	131	25	as	as	ADP
spir-11118	131	26	viable	viable	ADJ
spir-11118	131	27	alternatives	alternative	NOUN
spir-11118	131	28	in	in	ADP
spir-11118	131	29	the	the	DET
spir-11118	131	30	construction	construction	NOUN
spir-11118	131	31	of	of	ADP
spir-11118	131	32	technology	technology	NOUN
spir-11118	131	33	ethics	ethic	NOUN
spir-11118	131	34	.	.	PUNCT
spir-11118	132	1	the	the	DET
spir-11118	132	2	paper	paper	NOUN
spir-11118	132	3	argues	argue	VERB
spir-11118	132	4	that	that	SCONJ
spir-11118	132	5	these	these	DET
spir-11118	132	6	philosophies	philosophy	NOUN
spir-11118	132	7	are	be	AUX
spir-11118	132	8	particularly	particularly	ADV
spir-11118	132	9	viable	viable	ADJ
spir-11118	132	10	when	when	SCONJ
spir-11118	132	11	considering	consider	VERB
spir-11118	132	12	the	the	DET
spir-11118	132	13	ethics	ethic	NOUN
spir-11118	132	14	of	of	ADP
spir-11118	132	15	internet	internet	NOUN
spir-11118	132	16	-	-	PUNCT
spir-11118	132	17	related	relate	VERB
spir-11118	132	18	technologies	technology	NOUN
spir-11118	132	19	,	,	PUNCT
spir-11118	132	20	as	as	SCONJ
spir-11118	132	21	the	the	DET
spir-11118	132	22	communicative	communicative	ADJ
spir-11118	132	23	,	,	PUNCT
spir-11118	132	24	interactive	interactive	ADJ
spir-11118	132	25	,	,	PUNCT
spir-11118	132	26	and	and	CCONJ
spir-11118	132	27	participatory	participatory	ADJ
spir-11118	132	28	nature	nature	NOUN
spir-11118	132	29	of	of	ADP
spir-11118	132	30	the	the	DET
spir-11118	132	31	online	online	ADJ
spir-11118	132	32	realm	realm	NOUN
spir-11118	132	33	is	be	AUX
spir-11118	132	34	,	,	PUNCT
spir-11118	132	35	arguably	arguably	ADV
spir-11118	132	36	,	,	PUNCT
spir-11118	132	37	dominated	dominate	VERB
spir-11118	132	38	by	by	ADP
spir-11118	132	39	rapid	rapid	ADJ
spir-11118	132	40	change	change	NOUN
spir-11118	132	41	.	.	PUNCT
spir-11118	133	1	the	the	DET
spir-11118	133	2	speed	speed	NOUN
spir-11118	133	3	with	with	ADP
spir-11118	133	4	which	which	PRON
spir-11118	133	5	the	the	DET
spir-11118	133	6	torrents	torrent	NOUN
spir-11118	133	7	of	of	ADP
spir-11118	133	8	changes	change	NOUN
spir-11118	133	9	and	and	CCONJ
spir-11118	133	10	transformations	transformation	NOUN
spir-11118	133	11	flow	flow	NOUN
spir-11118	133	12	and	and	CCONJ
spir-11118	133	13	thereby	thereby	ADV
spir-11118	133	14	constitute	constitute	VERB
spir-11118	133	15	the	the	DET
spir-11118	133	16	internet	internet	NOUN
spir-11118	133	17	’s	’s	PART
spir-11118	133	18	many	many	ADJ
spir-11118	133	19	domains	domain	NOUN
spir-11118	133	20	is	be	AUX
spir-11118	133	21	not	not	PART
spir-11118	133	22	the	the	DET
spir-11118	133	23	only	only	ADJ
spir-11118	133	24	thing	thing	NOUN
spir-11118	133	25	that	that	PRON
spir-11118	133	26	makes	make	VERB
spir-11118	133	27	prediction	prediction	NOUN
spir-11118	133	28	difficult	difficult	ADJ
spir-11118	133	29	.	.	PUNCT
spir-11118	134	1	as	as	SCONJ
spir-11118	134	2	popper	popper	NOUN
spir-11118	134	3	(	(	PUNCT
spir-11118	134	4	1945	1945	NUM
spir-11118	134	5	)	)	PUNCT
spir-11118	134	6	famously	famously	ADV
spir-11118	134	7	pointed	point	VERB
spir-11118	134	8	out	out	ADP
spir-11118	134	9	,	,	PUNCT
spir-11118	134	10	a	a	DET
spir-11118	134	11	constant	constant	ADJ
spir-11118	134	12	increase	increase	NOUN
spir-11118	134	13	of	of	ADP
spir-11118	134	14	human	human	ADJ
spir-11118	134	15	knowledge	knowledge	NOUN
spir-11118	134	16	logically	logically	ADV
spir-11118	134	17	leads	lead	VERB
spir-11118	134	18	to	to	ADP
spir-11118	134	19	a	a	DET
spir-11118	134	20	decreased	decrease	VERB
spir-11118	134	21	predictability	predictability	NOUN
spir-11118	134	22	and	and	CCONJ
spir-11118	134	23	a	a	DET
spir-11118	134	24	heightened	heightened	ADJ
spir-11118	134	25	risk	risk	NOUN
spir-11118	134	26	of	of	ADP
spir-11118	134	27	unintended	unintended	ADJ
spir-11118	134	28	consequences	consequence	NOUN
spir-11118	134	29	being	be	AUX
spir-11118	134	30	the	the	DET
spir-11118	134	31	outcome	outcome	NOUN
spir-11118	134	32	.	.	PUNCT
spir-11118	135	1	in	in	ADP
spir-11118	135	2	combination	combination	NOUN
spir-11118	135	3	,	,	PUNCT
spir-11118	135	4	the	the	DET
spir-11118	135	5	speed	speed	NOUN
spir-11118	135	6	of	of	ADP
spir-11118	135	7	change	change	NOUN
spir-11118	135	8	,	,	PUNCT
spir-11118	135	9	the	the	DET
spir-11118	135	10	production	production	NOUN
spir-11118	135	11	of	of	ADP
spir-11118	135	12	new	new	ADJ
spir-11118	135	13	information	information	NOUN
spir-11118	135	14	,	,	PUNCT
spir-11118	135	15	and	and	CCONJ
spir-11118	135	16	the	the	DET
spir-11118	135	17	proliferation	proliferation	NOUN
spir-11118	135	18	of	of	ADP
spir-11118	135	19	the	the	DET
spir-11118	135	20	latter	latter	ADJ
spir-11118	135	21	,	,	PUNCT
spir-11118	135	22	makes	make	VERB
spir-11118	135	23	the	the	DET
spir-11118	135	24	internet	internet	NOUN
spir-11118	135	25	a	a	DET
spir-11118	135	26	phenomenon	phenomenon	NOUN
spir-11118	135	27	characterized	characterize	VERB
spir-11118	135	28	much	much	ADV
spir-11118	135	29	more	more	ADJ
spir-11118	135	30	by	by	ADP
spir-11118	135	31	unpredictability	unpredictability	NOUN
spir-11118	135	32	than	than	ADP
spir-11118	135	33	,	,	PUNCT
spir-11118	135	34	for	for	ADP
spir-11118	135	35	example	example	NOUN
spir-11118	135	36	,	,	PUNCT
spir-11118	135	37	some	some	DET
spir-11118	135	38	examples	example	NOUN
spir-11118	135	39	of	of	ADP
spir-11118	135	40	hardware	hardware	NOUN
spir-11118	135	41	development	development	NOUN
spir-11118	135	42	.	.	PUNCT
spir-11118	136	1	the	the	DET
spir-11118	136	2	paper	paper	NOUN
spir-11118	136	3	concludes	conclude	VERB
spir-11118	136	4	by	by	ADP
spir-11118	136	5	arguing	argue	VERB
spir-11118	136	6	how	how	SCONJ
spir-11118	136	7	these	these	DET
spir-11118	136	8	factors	factor	NOUN
spir-11118	136	9	demonstrate	demonstrate	VERB
spir-11118	136	10	that	that	SCONJ
spir-11118	136	11	rawlsian	rawlsian	ADJ
spir-11118	136	12	,	,	PUNCT
spir-11118	136	13	deontological	deontological	ADJ
spir-11118	136	14	ethics	ethic	NOUN
spir-11118	136	15	can	can	AUX
spir-11118	136	16	be	be	AUX
spir-11118	136	17	a	a	DET
spir-11118	136	18	viable	viable	ADJ
spir-11118	136	19	alternative	alternative	NOUN
spir-11118	136	20	to	to	ADP
spir-11118	136	21	utilitarianism	utilitarianism	NOUN
spir-11118	136	22	in	in	ADP
spir-11118	136	23	technology	technology	NOUN
spir-11118	136	24	ethics	ethic	NOUN
spir-11118	136	25	,	,	PUNCT
spir-11118	136	26	perhaps	perhaps	ADV
spir-11118	136	27	even	even	ADV
spir-11118	136	28	in	in	ADP
spir-11118	136	29	combination	combination	NOUN
spir-11118	136	30	with	with	ADP
spir-11118	136	31	elements	element	NOUN
spir-11118	136	32	of	of	ADP
spir-11118	136	33	taoist	taoist	NOUN
spir-11118	136	34	thought	thought	NOUN
spir-11118	136	35	.	.	PUNCT
spir-11118	137	1	references	reference	NOUN
spir-11118	137	2	ames	ames	PROPN
spir-11118	137	3	,	,	PUNCT
spir-11118	137	4	r.	r.	PROPN
spir-11118	137	5	t.	t.	PROPN
spir-11118	137	6	(	(	PUNCT
spir-11118	137	7	2011	2011	NUM
spir-11118	137	8	)	)	PUNCT
spir-11118	137	9	.	.	PUNCT
spir-11118	138	1	confucian	confucian	ADJ
spir-11118	138	2	role	role	NOUN
spir-11118	138	3	ethics	ethic	NOUN
spir-11118	138	4	:	:	PUNCT
spir-11118	138	5	a	a	DET
spir-11118	138	6	vocabulary	vocabulary	NOUN
spir-11118	138	7	.	.	PUNCT
spir-11118	139	1	chinese	chinese	ADJ
spir-11118	139	2	university	university	PROPN
spir-11118	139	3	press	press	NOUN
spir-11118	139	4	.	.	PUNCT
spir-11118	140	1	den	den	PROPN
spir-11118	140	2	hoven	hoven	PROPN
spir-11118	140	3	,	,	PUNCT
spir-11118	140	4	j.	j.	PROPN
spir-11118	140	5	,	,	PUNCT
spir-11118	140	6	&	&	CCONJ
spir-11118	140	7	rooksby	rooksby	ADJ
spir-11118	140	8	,	,	PUNCT
spir-11118	140	9	e.	e.	PROPN
spir-11118	140	10	(	(	PUNCT
spir-11118	140	11	2008	2008	NUM
spir-11118	140	12	)	)	PUNCT
spir-11118	140	13	.	.	PUNCT
spir-11118	141	1	distributive	distributive	ADJ
spir-11118	141	2	justice	justice	NOUN
spir-11118	141	3	and	and	CCONJ
spir-11118	141	4	the	the	DET
spir-11118	141	5	value	value	NOUN
spir-11118	141	6	of	of	ADP
spir-11118	141	7	information	information	NOUN
spir-11118	141	8	:	:	PUNCT
spir-11118	141	9	a	a	DET
spir-11118	141	10	(	(	PUNCT
spir-11118	141	11	broadly	broadly	ADV
spir-11118	141	12	)	)	PUNCT
spir-11118	141	13	rawlsian	rawlsian	ADJ
spir-11118	141	14	approach	approach	NOUN
spir-11118	141	15	.	.	PUNCT
spir-11118	142	1	information	information	NOUN
spir-11118	142	2	technology	technology	NOUN
spir-11118	142	3	and	and	CCONJ
spir-11118	142	4	moral	moral	ADJ
spir-11118	142	5	philosophy	philosophy	NOUN
spir-11118	142	6	,	,	PUNCT
spir-11118	142	7	376	376	NUM
spir-11118	142	8	.	.	PUNCT
spir-11118	143	1	ess	ess	PROPN
spir-11118	143	2	,	,	PUNCT
spir-11118	143	3	c.	c.	PROPN
spir-11118	143	4	(	(	PUNCT
spir-11118	143	5	2011	2011	NUM
spir-11118	143	6	)	)	PUNCT
spir-11118	143	7	.	.	PUNCT
spir-11118	144	1	ethical	ethical	ADJ
spir-11118	144	2	dimensions	dimension	NOUN
spir-11118	144	3	of	of	ADP
spir-11118	144	4	new	new	ADJ
spir-11118	144	5	technology	technology	NOUN
spir-11118	144	6	/	/	SYM
spir-11118	144	7	media	medium	NOUN
spir-11118	144	8	.	.	PUNCT
spir-11118	145	1	the	the	DET
spir-11118	145	2	handbook	handbook	NOUN
spir-11118	145	3	of	of	ADP
spir-11118	145	4	communication	communication	NOUN
spir-11118	145	5	ethics	ethic	NOUN
spir-11118	145	6	,	,	PUNCT
spir-11118	145	7	204–220	204–220	NUM
spir-11118	145	8	.	.	PUNCT
spir-11118	145	9	healey	healey	PROPN
spir-11118	145	10	,	,	PUNCT
spir-11118	145	11	k.	k.	PROPN
spir-11118	145	12	,	,	PUNCT
spir-11118	145	13	&	&	CCONJ
spir-11118	145	14	woods	woods	PROPN
spir-11118	145	15	,	,	PUNCT
spir-11118	145	16	r.	r.	PROPN
spir-11118	145	17	h.	h.	PROPN
spir-11118	145	18	(	(	PUNCT
spir-11118	145	19	2017	2017	NUM
spir-11118	145	20	)	)	PUNCT
spir-11118	145	21	.	.	PUNCT
spir-11118	146	1	processing	processing	NOUN
spir-11118	146	2	is	be	AUX
spir-11118	146	3	not	not	PART
spir-11118	146	4	judgment	judgment	NOUN
spir-11118	146	5	,	,	PUNCT
spir-11118	146	6	storage	storage	NOUN
spir-11118	146	7	is	be	AUX
spir-11118	146	8	not	not	PART
spir-11118	146	9	memory	memory	NOUN
spir-11118	146	10	:	:	PUNCT
spir-11118	146	11	a	a	DET
spir-11118	146	12	critique	critique	NOUN
spir-11118	146	13	of	of	ADP
spir-11118	146	14	silicon	silicon	PROPN
spir-11118	146	15	valley	valley	PROPN
spir-11118	146	16	’s	’s	PART
spir-11118	146	17	moral	moral	ADJ
spir-11118	146	18	catechism	catechism	NOUN
spir-11118	146	19	.	.	PUNCT
spir-11118	147	1	journal	journal	PROPN
spir-11118	147	2	of	of	ADP
spir-11118	147	3	media	medium	NOUN
spir-11118	147	4	ethics	ethic	NOUN
spir-11118	147	5	,	,	PUNCT
spir-11118	147	6	32(1	32(1	NUM
spir-11118	147	7	)	)	PUNCT
spir-11118	147	8	,	,	PUNCT
spir-11118	147	9	2–15	2–15	PROPN
spir-11118	147	10	.	.	PUNCT
spir-11118	148	1	https://doi.org/10.1080/23736992.2016.1258990	https://doi.org/10.1080/23736992.2016.1258990	PROPN
spir-11118	148	2	henricks	henrick	NOUN
spir-11118	148	3	,	,	PUNCT
spir-11118	148	4	r.	r.	PROPN
spir-11118	148	5	g.	g.	PROPN
spir-11118	148	6	(	(	PUNCT
spir-11118	148	7	2000	2000	NUM
spir-11118	148	8	)	)	PUNCT
spir-11118	148	9	.	.	PUNCT
spir-11118	149	1	lao	lao	PROPN
spir-11118	149	2	tzu	tzu	PROPN
spir-11118	149	3	’s	’s	PART
spir-11118	149	4	tao	tao	PROPN
spir-11118	149	5	te	te	ADP
spir-11118	149	6	ching	ching	PROPN
spir-11118	149	7	:	:	PUNCT
spir-11118	149	8	a	a	DET
spir-11118	149	9	translation	translation	NOUN
spir-11118	149	10	of	of	ADP
spir-11118	149	11	the	the	DET
spir-11118	149	12	startling	startling	ADJ
spir-11118	149	13	new	new	ADJ
spir-11118	149	14	documents	document	NOUN
spir-11118	149	15	found	find	VERB
spir-11118	149	16	at	at	ADP
spir-11118	149	17	guodian	guodian	NOUN
spir-11118	149	18	.	.	PUNCT
spir-11118	150	1	columbia	columbia	PROPN
spir-11118	150	2	university	university	PROPN
spir-11118	150	3	press	press	NOUN
spir-11118	150	4	.	.	PUNCT
spir-11118	151	1	hoffman	hoffman	PROPN
spir-11118	151	2	,	,	PUNCT
spir-11118	151	3	a.	a.	PROPN
spir-11118	151	4	l.	l.	PROPN
spir-11118	151	5	(	(	PUNCT
spir-11118	151	6	2017	2017	NUM
spir-11118	151	7	)	)	PUNCT
spir-11118	151	8	.	.	PUNCT
spir-11118	152	1	beyond	beyond	ADP
spir-11118	152	2	distributions	distribution	NOUN
spir-11118	152	3	and	and	CCONJ
spir-11118	152	4	primary	primary	ADJ
spir-11118	152	5	goods	good	NOUN
spir-11118	152	6	:	:	PUNCT
spir-11118	152	7	assessing	assess	VERB
spir-11118	152	8	applications	application	NOUN
spir-11118	152	9	of	of	ADP
spir-11118	152	10	rawls	rawl	NOUN
spir-11118	152	11	in	in	ADP
spir-11118	152	12	information	information	NOUN
spir-11118	152	13	science	science	NOUN
spir-11118	152	14	and	and	CCONJ
spir-11118	152	15	technology	technology	NOUN
spir-11118	152	16	literature	literature	NOUN
spir-11118	152	17	since	since	SCONJ
spir-11118	152	18	1990	1990	NUM
spir-11118	152	19	.	.	PUNCT
spir-11118	153	1	journal	journal	NOUN
spir-11118	153	2	of	of	ADP
spir-11118	153	3	the	the	DET
spir-11118	153	4	association	association	NOUN
spir-11118	153	5	for	for	ADP
spir-11118	153	6	information	information	NOUN
spir-11118	153	7	science	science	NOUN
spir-11118	153	8	and	and	CCONJ
spir-11118	153	9	technology	technology	NOUN
spir-11118	153	10	,	,	PUNCT
spir-11118	153	11	68(7	68(7	NUM
spir-11118	153	12	)	)	PUNCT
spir-11118	153	13	,	,	PUNCT
spir-11118	153	14	1601–1618	1601–1618	NUM
spir-11118	153	15	.	.	PUNCT
spir-11118	154	1	https://doi.org/10.1002/asi.23747	https://doi.org/10.1002/asi.23747	PROPN
spir-11118	154	2	lin	lin	PROPN
spir-11118	154	3	,	,	PUNCT
spir-11118	154	4	l.-h	l.-h	PROPN
spir-11118	154	5	.	.	PUNCT
spir-11118	154	6	,	,	PUNCT
spir-11118	154	7	ho	ho	PROPN
spir-11118	154	8	,	,	PUNCT
spir-11118	154	9	y.-l	y.-l	NOUN
spir-11118	154	10	.	.	PUNCT
spir-11118	154	11	,	,	PUNCT
spir-11118	154	12	&	&	CCONJ
spir-11118	154	13	lin	lin	PROPN
spir-11118	154	14	,	,	PUNCT
spir-11118	154	15	w.-h	w.-h	PROPN
spir-11118	154	16	.	.	PUNCT
spir-11118	155	1	e.	e.	PROPN
spir-11118	155	2	(	(	PUNCT
spir-11118	155	3	2013	2013	NUM
spir-11118	155	4	)	)	PUNCT
spir-11118	155	5	.	.	PUNCT
spir-11118	156	1	confucian	confucian	ADJ
spir-11118	156	2	and	and	CCONJ
spir-11118	156	3	taoist	taoist	ADJ
spir-11118	156	4	work	work	NOUN
spir-11118	156	5	values	value	NOUN
spir-11118	156	6	:	:	PUNCT
spir-11118	156	7	an	an	DET
spir-11118	156	8	exploratory	exploratory	ADJ
spir-11118	156	9	study	study	NOUN
spir-11118	156	10	of	of	ADP
spir-11118	156	11	the	the	DET
spir-11118	156	12	chinese	chinese	ADJ
spir-11118	156	13	transformational	transformational	ADJ
spir-11118	156	14	leadership	leadership	NOUN
spir-11118	156	15	behavior	behavior	NOUN
spir-11118	156	16	.	.	PUNCT
spir-11118	157	1	journal	journal	PROPN
spir-11118	157	2	of	of	ADP
spir-11118	157	3	business	business	NOUN
spir-11118	157	4	ethics	ethic	NOUN
spir-11118	157	5	,	,	PUNCT
spir-11118	157	6	113(1	113(1	NUM
spir-11118	157	7	)	)	PUNCT
spir-11118	157	8	,	,	PUNCT
spir-11118	157	9	91–103	91–103	NUM
spir-11118	157	10	.	.	PUNCT
spir-11118	157	11	meade	meade	PROPN
spir-11118	157	12	,	,	PUNCT
spir-11118	157	13	n.	n.	PROPN
spir-11118	157	14	,	,	PUNCT
spir-11118	157	15	&	&	CCONJ
spir-11118	157	16	islam	islam	PROPN
spir-11118	157	17	,	,	PUNCT
spir-11118	157	18	t.	t.	PROPN
spir-11118	157	19	(	(	PUNCT
spir-11118	157	20	2006	2006	NUM
spir-11118	157	21	)	)	PUNCT
spir-11118	157	22	.	.	PUNCT
spir-11118	158	1	modelling	modelling	NOUN
spir-11118	158	2	and	and	CCONJ
spir-11118	158	3	forecasting	forecast	VERB
spir-11118	158	4	the	the	DET
spir-11118	158	5	diffusion	diffusion	NOUN
spir-11118	158	6	of	of	ADP
spir-11118	158	7	innovation	innovation	NOUN
spir-11118	158	8	–	–	PUNCT
spir-11118	158	9	a	a	DET
spir-11118	158	10	25	25	NUM
spir-11118	158	11	-	-	PUNCT
spir-11118	158	12	year	year	NOUN
spir-11118	158	13	review	review	NOUN
spir-11118	158	14	.	.	PUNCT
spir-11118	159	1	international	international	ADJ
spir-11118	159	2	journal	journal	PROPN
spir-11118	159	3	of	of	ADP
spir-11118	159	4	forecasting	forecasting	NOUN
spir-11118	159	5	,	,	PUNCT
spir-11118	159	6	22	22	NUM
spir-11118	159	7	,	,	PUNCT
spir-11118	159	8	519–545	519–545	NUM
spir-11118	159	9	.	.	PUNCT
spir-11118	160	1	https://doi.org/10.1016/j.ijforecast.2006.01.005	https://doi.org/10.1016/j.ijforecast.2006.01.005	PROPN
spir-11118	160	2	microsoft	microsoft	PROPN
spir-11118	160	3	(	(	PUNCT
spir-11118	160	4	2019	2019	NUM
spir-11118	160	5	.	.	PUNCT
spir-11118	161	1	our	our	PRON
spir-11118	161	2	approach	approach	NOUN
spir-11118	161	3	:	:	PUNCT
spir-11118	161	4	microsoft	microsoft	PROPN
spir-11118	161	5	ai	ai	PROPN
spir-11118	161	6	principles	principle	NOUN
spir-11118	161	7	.	.	PUNCT
spir-11118	162	1	microsoft	microsoft	PROPN
spir-11118	162	2	.	.	PUNCT
spir-11118	163	1	https://www.microsoft.com/en-us/ai/our-approach-to-ai	https://www.microsoft.com/en-us/ai/our-approach-to-ai	PROPN
spir-11118	163	2	nylan	nylan	PROPN
spir-11118	163	3	,	,	PUNCT
spir-11118	163	4	m.	m.	NOUN
spir-11118	163	5	(	(	PUNCT
spir-11118	163	6	2008	2008	NUM
spir-11118	163	7	)	)	PUNCT
spir-11118	163	8	.	.	PUNCT
spir-11118	164	1	the	the	DET
spir-11118	164	2	five"confucian	five"confucian	ADJ
spir-11118	164	3	"	"	PUNCT
spir-11118	164	4	classics	classic	NOUN
spir-11118	164	5	.	.	PUNCT
spir-11118	165	1	yale	yale	PROPN
spir-11118	165	2	university	university	PROPN
spir-11118	165	3	press	press	NOUN
spir-11118	165	4	.	.	PUNCT
spir-11118	166	1	pichai	pichai	PROPN
spir-11118	166	2	,	,	PUNCT
spir-11118	166	3	s.	s.	PROPN
spir-11118	166	4	(	(	PUNCT
spir-11118	166	5	2018	2018	NUM
spir-11118	166	6	,	,	PUNCT
spir-11118	166	7	june	june	PROPN
spir-11118	166	8	7	7	NUM
spir-11118	166	9	)	)	PUNCT
spir-11118	166	10	.	.	PUNCT
spir-11118	167	1	ai	ai	VERB
spir-11118	167	2	at	at	ADP
spir-11118	167	3	google	google	PROPN
spir-11118	167	4	:	:	PUNCT
spir-11118	167	5	our	our	PRON
spir-11118	167	6	principles	principle	NOUN
spir-11118	167	7	.	.	PUNCT
spir-11118	168	1	google	google	PROPN
spir-11118	168	2	.	.	PUNCT
spir-11118	169	1	https://www.blog.google/technology/ai/ai-principles/	https://www.blog.google/technology/ai/ai-principles/	PROPN
spir-11118	169	2	popper	popper	NOUN
spir-11118	169	3	,	,	PUNCT
spir-11118	169	4	k.	k.	PROPN
spir-11118	169	5	(	(	PUNCT
spir-11118	169	6	1945	1945	NUM
spir-11118	169	7	)	)	PUNCT
spir-11118	169	8	.	.	PUNCT
spir-11118	170	1	the	the	DET
spir-11118	170	2	poverty	poverty	NOUN
spir-11118	170	3	of	of	ADP
spir-11118	170	4	historicism	historicism	NOUN
spir-11118	170	5	,	,	PUNCT
spir-11118	170	6	iii	iii	PROPN
spir-11118	170	7	.	.	PROPN
spir-11118	170	8	economica	economica	PROPN
spir-11118	170	9	,	,	PUNCT
spir-11118	170	10	12(46	12(46	NUM
spir-11118	170	11	)	)	PUNCT
spir-11118	170	12	,	,	PUNCT
spir-11118	170	13	69–89	69–89	NUM
spir-11118	170	14	.	.	PUNCT
spir-11118	171	1	rawls	rawls	PROPN
spir-11118	171	2	,	,	PUNCT
spir-11118	171	3	j.	j.	PROPN
spir-11118	171	4	(	(	PUNCT
spir-11118	171	5	1971	1971	NUM
spir-11118	171	6	)	)	PUNCT
spir-11118	171	7	.	.	PUNCT
spir-11118	172	1	a	a	DET
spir-11118	172	2	theory	theory	NOUN
spir-11118	172	3	of	of	ADP
spir-11118	172	4	justice	justice	NOUN
spir-11118	172	5	.	.	PUNCT
spir-11118	173	1	harvard	harvard	PROPN
spir-11118	173	2	university	university	PROPN
spir-11118	173	3	press	press	NOUN
spir-11118	173	4	.	.	PUNCT
spir-11118	174	1	vallor	vallor	PROPN
spir-11118	174	2	,	,	PUNCT
spir-11118	174	3	s.	s.	PROPN
spir-11118	174	4	(	(	PUNCT
spir-11118	174	5	2016	2016	NUM
spir-11118	174	6	)	)	PUNCT
spir-11118	174	7	.	.	PUNCT
spir-11118	175	1	technology	technology	NOUN
spir-11118	175	2	and	and	CCONJ
spir-11118	175	3	the	the	DET
spir-11118	175	4	virtues	virtue	NOUN
spir-11118	175	5	:	:	PUNCT
spir-11118	175	6	a	a	DET
spir-11118	175	7	philosophical	philosophical	ADJ
spir-11118	175	8	guide	guide	NOUN
spir-11118	175	9	to	to	ADP
spir-11118	175	10	a	a	DET
spir-11118	175	11	future	future	ADJ
spir-11118	175	12	worth	worth	ADJ
spir-11118	175	13	wanting	want	VERB
spir-11118	175	14	.	.	PUNCT
spir-11118	176	1	oxford	oxford	PROPN
spir-11118	176	2	university	university	PROPN
spir-11118	176	3	press	press	NOUN
spir-11118	176	4	.	.	PUNCT
spir-11118	177	1	vuong	vuong	PROPN
spir-11118	177	2	,	,	PUNCT
spir-11118	177	3	q.-h	q.-h	PROPN
spir-11118	177	4	.	.	PUNCT
spir-11118	177	5	,	,	PUNCT
spir-11118	177	6	bui	bui	PROPN
spir-11118	177	7	,	,	PUNCT
spir-11118	177	8	q.-k	q.-k	PROPN
spir-11118	177	9	.	.	PUNCT
spir-11118	177	10	,	,	PUNCT
spir-11118	177	11	la	la	PROPN
spir-11118	177	12	,	,	PUNCT
spir-11118	177	13	v.-p	v.-p	PROPN
spir-11118	177	14	.	.	PROPN
spir-11118	177	15	,	,	PUNCT
spir-11118	177	16	vuong	vuong	PROPN
spir-11118	177	17	,	,	PUNCT
spir-11118	177	18	t.-t	t.-t	PROPN
spir-11118	177	19	.	.	PUNCT
spir-11118	177	20	,	,	PUNCT
spir-11118	177	21	nguyen	nguyen	NOUN
spir-11118	177	22	,	,	PUNCT
spir-11118	177	23	v.-h	v.-h	NOUN
spir-11118	177	24	.	.	PUNCT
spir-11118	178	1	t.	t.	PROPN
spir-11118	178	2	,	,	PUNCT
spir-11118	178	3	ho	ho	PROPN
spir-11118	178	4	,	,	PUNCT
spir-11118	178	5	m.-t	m.-t	PROPN
spir-11118	178	6	.	.	PUNCT
spir-11118	178	7	,	,	PUNCT
spir-11118	178	8	nguyen	nguyen	NOUN
spir-11118	178	9	,	,	PUNCT
spir-11118	178	10	h.-k	h.-k	PROPN
spir-11118	178	11	.	.	PUNCT
spir-11118	179	1	t.	t.	PROPN
spir-11118	179	2	,	,	PUNCT
spir-11118	179	3	&	&	CCONJ
spir-11118	179	4	ho	ho	PROPN
spir-11118	179	5	,	,	PUNCT
spir-11118	179	6	m.-t	m.-t	PROPN
spir-11118	179	7	.	.	PUNCT
spir-11118	180	1	(	(	PUNCT
spir-11118	180	2	2018	2018	NUM
spir-11118	180	3	)	)	PUNCT
spir-11118	180	4	.	.	PUNCT
spir-11118	181	1	cultural	cultural	ADJ
spir-11118	181	2	additivity	additivity	NOUN
spir-11118	181	3	:	:	PUNCT
spir-11118	181	4	behavioural	behavioural	ADJ
spir-11118	181	5	insights	insight	NOUN
spir-11118	181	6	from	from	ADP
spir-11118	181	7	the	the	DET
spir-11118	181	8	interaction	interaction	NOUN
spir-11118	181	9	of	of	ADP
spir-11118	181	10	confucianism	confucianism	PROPN
spir-11118	181	11	,	,	PUNCT
spir-11118	181	12	buddhism	buddhism	NOUN
spir-11118	181	13	and	and	CCONJ
spir-11118	181	14	taoism	taoism	NOUN
spir-11118	181	15	in	in	ADP
spir-11118	181	16	folktales	folktale	NOUN
spir-11118	181	17	.	.	PUNCT
spir-11118	182	1	palgrave	palgrave	ADJ
spir-11118	182	2	communications	communications	PROPN
spir-11118	182	3	,	,	PUNCT
spir-11118	182	4	4(1	4(1	NOUN
spir-11118	182	5	)	)	PUNCT
spir-11118	182	6	,	,	PUNCT
spir-11118	182	7	1	1	NUM
spir-11118	182	8	–	–	SYM
spir-11118	182	9	15	15	NUM
spir-11118	182	10	.	.	PUNCT
spir-11118	183	1	wong	wong	PROPN
spir-11118	183	2	,	,	PUNCT
spir-11118	183	3	p.-h	p.-h	PROPN
spir-11118	183	4	.	.	PUNCT
spir-11118	184	1	(	(	PUNCT
spir-11118	184	2	2012	2012	NUM
spir-11118	184	3	)	)	PUNCT
spir-11118	184	4	.	.	PUNCT
spir-11118	185	1	dao	dao	PROPN
spir-11118	185	2	,	,	PUNCT
spir-11118	185	3	harmony	harmony	NOUN
spir-11118	185	4	and	and	CCONJ
spir-11118	185	5	personhood	personhood	NOUN
spir-11118	185	6	:	:	PUNCT
spir-11118	185	7	towards	towards	ADP
spir-11118	185	8	a	a	DET
spir-11118	185	9	confucian	confucian	ADJ
spir-11118	185	10	ethics	ethic	NOUN
spir-11118	185	11	of	of	ADP
spir-11118	185	12	technology	technology	NOUN
spir-11118	185	13	.	.	PUNCT
spir-11118	186	1	philosophy	philosophy	NOUN
spir-11118	186	2	&	&	CCONJ
spir-11118	186	3	technology	technology	PROPN
spir-11118	186	4	,	,	PUNCT
spir-11118	186	5	25(1	25(1	NUM
spir-11118	186	6	)	)	PUNCT
spir-11118	186	7	,	,	PUNCT
spir-11118	186	8	67–86	67–86	NUM
spir-11118	186	9	.	.	PUNCT
spir-11118	187	1	zuboff	zuboff	PROPN
spir-11118	187	2	,	,	PUNCT
spir-11118	187	3	s.	s.	PROPN
spir-11118	187	4	(	(	PUNCT
spir-11118	187	5	2015	2015	NUM
spir-11118	187	6	)	)	PUNCT
spir-11118	187	7	.	.	PUNCT
spir-11118	188	1	big	big	ADJ
spir-11118	188	2	other	other	ADJ
spir-11118	188	3	:	:	PUNCT
spir-11118	188	4	surveillance	surveillance	NOUN
spir-11118	188	5	capitalism	capitalism	NOUN
spir-11118	188	6	and	and	CCONJ
spir-11118	188	7	the	the	DET
spir-11118	188	8	prospects	prospect	NOUN
spir-11118	188	9	of	of	ADP
spir-11118	188	10	an	an	DET
spir-11118	188	11	information	information	NOUN
spir-11118	188	12	civilization	civilization	NOUN
spir-11118	188	13	.	.	PUNCT
spir-11118	189	1	journal	journal	NOUN
spir-11118	189	2	of	of	ADP
spir-11118	189	3	information	information	NOUN
spir-11118	189	4	technology	technology	NOUN
spir-11118	189	5	,	,	PUNCT
spir-11118	189	6	30(1	30(1	NUM
spir-11118	189	7	)	)	PUNCT
spir-11118	189	8	,	,	PUNCT
spir-11118	189	9	75–89	75–89	X
spir-11118	189	10	.	.	PUNCT
spir-11118	189	11	zuboff	zuboff	PROPN
spir-11118	189	12	,	,	PUNCT
spir-11118	189	13	s.	s.	PROPN
spir-11118	189	14	(	(	PUNCT
spir-11118	189	15	2019	2019	NUM
spir-11118	189	16	)	)	PUNCT
spir-11118	189	17	.	.	PUNCT
spir-11118	190	1	the	the	DET
spir-11118	190	2	age	age	NOUN
spir-11118	190	3	of	of	ADP
spir-11118	190	4	surveillance	surveillance	NOUN
spir-11118	190	5	capitalism	capitalism	NOUN
spir-11118	190	6	:	:	PUNCT
spir-11118	190	7	the	the	DET
spir-11118	190	8	fight	fight	NOUN
spir-11118	190	9	for	for	ADP
spir-11118	190	10	a	a	DET
spir-11118	190	11	human	human	ADJ
spir-11118	190	12	future	future	NOUN
spir-11118	190	13	at	at	ADP
spir-11118	190	14	the	the	DET
spir-11118	190	15	new	new	ADJ
spir-11118	190	16	frontier	frontier	NOUN
spir-11118	190	17	of	of	ADP
spir-11118	190	18	power	power	NOUN
spir-11118	190	19	.	.	PUNCT
spir-11118	191	1	profile	profile	NOUN
spir-11118	191	2	books	book	NOUN
spir-11118	191	3	.	.	PUNCT
spir-11118	192	1	paper	paper	NOUN
spir-11118	192	2	3	3	NUM
spir-11118	192	3	:	:	PUNCT
spir-11118	192	4	the	the	DET
spir-11118	192	5	jurisprudence	jurisprudence	NOUN
spir-11118	192	6	of	of	ADP
spir-11118	192	7	datafied	datafied	ADJ
spir-11118	192	8	law	law	NOUN
spir-11118	192	9	dan	dan	PROPN
spir-11118	192	10	l.	l.	PROPN
spir-11118	192	11	burk	burk	PROPN
spir-11118	192	12	university	university	PROPN
spir-11118	192	13	of	of	ADP
spir-11118	192	14	california	california	PROPN
spir-11118	192	15	,	,	PUNCT
spir-11118	192	16	irvine	irvine	PROPN
spir-11118	192	17	suggested	suggest	VERB
spir-11118	192	18	citation	citation	NOUN
spir-11118	192	19	:	:	PUNCT
spir-11118	193	1	burk	burk	PROPN
spir-11118	193	2	,	,	PUNCT
spir-11118	193	3	d.	d.	PROPN
spir-11118	193	4	(	(	PUNCT
spir-11118	193	5	2020	2020	NUM
spir-11118	193	6	,	,	PUNCT
spir-11118	193	7	october	october	PROPN
spir-11118	193	8	)	)	PUNCT
spir-11118	193	9	.	.	PUNCT
spir-11118	194	1	the	the	DET
spir-11118	194	2	jurisprudence	jurisprudence	NOUN
spir-11118	194	3	of	of	ADP
spir-11118	194	4	datafied	datafied	ADJ
spir-11118	194	5	law	law	NOUN
spir-11118	194	6	.	.	PUNCT
spir-11118	195	1	paper	paper	NOUN
spir-11118	195	2	presented	present	VERB
spir-11118	195	3	at	at	ADP
spir-11118	195	4	aoir	aoir	NOUN
spir-11118	195	5	2020	2020	NUM
spir-11118	195	6	:	:	PUNCT
spir-11118	195	7	the	the	DET
spir-11118	195	8	21th	21th	ADJ
spir-11118	195	9	annual	annual	ADJ
spir-11118	195	10	conference	conference	NOUN
spir-11118	195	11	of	of	ADP
spir-11118	195	12	the	the	DET
spir-11118	195	13	association	association	NOUN
spir-11118	195	14	of	of	ADP
spir-11118	195	15	internet	internet	NOUN
spir-11118	195	16	researchers	researcher	NOUN
spir-11118	195	17	.	.	PUNCT
spir-11118	196	1	virtual	virtual	ADJ
spir-11118	196	2	event	event	NOUN
spir-11118	196	3	:	:	PUNCT
spir-11118	196	4	aoir	aoir	NOUN
spir-11118	196	5	.	.	PUNCT
spir-11118	196	6	retrieved	retrieve	VERB
spir-11118	196	7	from	from	ADP
spir-11118	196	8	http://spir.aoir.org	http://spir.aoir.org	PROPN
spir-11118	196	9	.	.	PUNCT
spir-11118	197	1	introduction	introduction	NOUN
spir-11118	197	2	data	datum	NOUN
spir-11118	197	3	profiles	profile	NOUN
spir-11118	197	4	drawn	draw	VERB
spir-11118	197	5	from	from	ADP
spir-11118	197	6	blended	blend	VERB
spir-11118	197	7	private	private	ADJ
spir-11118	197	8	and	and	CCONJ
spir-11118	197	9	public	public	ADJ
spir-11118	197	10	digital	digital	ADJ
spir-11118	197	11	surveillance	surveillance	NOUN
spir-11118	197	12	are	be	AUX
spir-11118	197	13	increasingly	increasingly	ADV
spir-11118	197	14	taking	take	VERB
spir-11118	197	15	a	a	DET
spir-11118	197	16	role	role	NOUN
spir-11118	197	17	in	in	ADP
spir-11118	197	18	legal	legal	ADJ
spir-11118	197	19	decisions	decision	NOUN
spir-11118	197	20	regarding	regard	VERB
spir-11118	197	21	criminal	criminal	ADJ
spir-11118	197	22	sentencing	sentencing	NOUN
spir-11118	197	23	,	,	PUNCT
spir-11118	197	24	parole	parole	NOUN
spir-11118	197	25	,	,	PUNCT
spir-11118	197	26	bail	bail	NOUN
spir-11118	197	27	,	,	PUNCT
spir-11118	197	28	and	and	CCONJ
spir-11118	197	29	other	other	ADJ
spir-11118	197	30	jurisprudential	jurisprudential	ADJ
spir-11118	197	31	outcomes	outcome	NOUN
spir-11118	197	32	.	.	PUNCT
spir-11118	198	1	(	(	PUNCT
spir-11118	198	2	1	1	NUM
spir-11118	198	3	,	,	PUNCT
spir-11118	198	4	2	2	NUM
spir-11118	198	5	)	)	PUNCT
spir-11118	198	6	substantive	substantive	ADJ
spir-11118	198	7	and	and	CCONJ
spir-11118	198	8	procedural	procedural	ADJ
spir-11118	198	9	critiques	critique	NOUN
spir-11118	198	10	have	have	AUX
spir-11118	198	11	been	be	AUX
spir-11118	198	12	leveled	level	VERB
spir-11118	198	13	at	at	ADP
spir-11118	198	14	the	the	PRON
spir-11118	198	15	of	of	ADP
spir-11118	198	16	deployment	deployment	NOUN
spir-11118	198	17	of	of	ADP
spir-11118	198	18	such	such	ADJ
spir-11118	198	19	datafied	datafied	ADJ
spir-11118	198	20	law	law	NOUN
spir-11118	198	21	,	,	PUNCT
spir-11118	198	22	posing	pose	VERB
spir-11118	198	23	questions	question	NOUN
spir-11118	198	24	regarding	regard	VERB
spir-11118	198	25	accuracy	accuracy	NOUN
spir-11118	198	26	,	,	PUNCT
spir-11118	198	27	due	due	ADJ
spir-11118	198	28	process	process	NOUN
spir-11118	198	29	,	,	PUNCT
spir-11118	198	30	and	and	CCONJ
spir-11118	198	31	oversight	oversight	NOUN
spir-11118	198	32	.	.	PUNCT
spir-11118	199	1	(	(	PUNCT
spir-11118	199	2	2	2	NUM
spir-11118	199	3	,	,	PUNCT
spir-11118	199	4	3	3	NUM
spir-11118	199	5	)	)	PUNCT
spir-11118	199	6	however	however	ADV
spir-11118	199	7	,	,	PUNCT
spir-11118	199	8	surprisingly	surprisingly	ADV
spir-11118	199	9	little	little	ADJ
spir-11118	199	10	has	have	AUX
spir-11118	199	11	been	be	AUX
spir-11118	199	12	said	say	VERB
spir-11118	199	13	regarding	regard	VERB
spir-11118	199	14	the	the	DET
spir-11118	199	15	jurisprudential	jurisprudential	ADJ
spir-11118	199	16	implications	implication	NOUN
spir-11118	199	17	of	of	ADP
spir-11118	199	18	such	such	ADJ
spir-11118	199	19	practices	practice	NOUN
spir-11118	199	20	.	.	PUNCT
spir-11118	200	1	in	in	ADP
spir-11118	200	2	particular	particular	ADJ
spir-11118	200	3	,	,	PUNCT
spir-11118	200	4	there	there	PRON
spir-11118	200	5	has	have	AUX
spir-11118	200	6	been	be	AUX
spir-11118	200	7	little	little	ADJ
spir-11118	200	8	discussion	discussion	NOUN
spir-11118	200	9	of	of	ADP
spir-11118	200	10	the	the	DET
spir-11118	200	11	fit	fit	NOUN
spir-11118	200	12	between	between	ADP
spir-11118	200	13	values	value	NOUN
spir-11118	200	14	assumed	assume	VERB
spir-11118	200	15	in	in	ADP
spir-11118	200	16	algorithmic	algorithmic	ADJ
spir-11118	200	17	analytics	analytic	NOUN
spir-11118	200	18	and	and	CCONJ
spir-11118	200	19	values	value	NOUN
spir-11118	200	20	embodied	embody	VERB
spir-11118	200	21	by	by	ADP
spir-11118	200	22	the	the	DET
spir-11118	200	23	legal	legal	ADJ
spir-11118	200	24	institutions	institution	NOUN
spir-11118	200	25	that	that	PRON
spir-11118	200	26	might	might	AUX
spir-11118	200	27	employ	employ	VERB
spir-11118	200	28	them	they	PRON
spir-11118	200	29	.	.	PUNCT
spir-11118	201	1	consequently	consequently	ADV
spir-11118	201	2	,	,	PUNCT
spir-11118	201	3	in	in	ADP
spir-11118	201	4	this	this	DET
spir-11118	201	5	paper	paper	NOUN
spir-11118	201	6	,	,	PUNCT
spir-11118	201	7	i	i	PRON
spir-11118	201	8	begin	begin	VERB
spir-11118	201	9	to	to	PART
spir-11118	201	10	map	map	VERB
spir-11118	201	11	out	out	ADP
spir-11118	201	12	certain	certain	ADJ
spir-11118	201	13	core	core	NOUN
spir-11118	201	14	jurisprudential	jurisprudential	ADJ
spir-11118	201	15	problems	problem	NOUN
spir-11118	201	16	raised	raise	VERB
spir-11118	201	17	by	by	ADP
spir-11118	201	18	algorithmic	algorithmic	ADJ
spir-11118	201	19	profiling	profiling	NOUN
spir-11118	201	20	within	within	ADP
spir-11118	201	21	the	the	DET
spir-11118	201	22	legal	legal	ADJ
spir-11118	201	23	system	system	NOUN
spir-11118	201	24	.	.	PUNCT
spir-11118	202	1	in	in	ADP
spir-11118	202	2	particular	particular	ADJ
spir-11118	202	3	,	,	PUNCT
spir-11118	202	4	i	i	PRON
spir-11118	202	5	explore	explore	VERB
spir-11118	202	6	the	the	DET
spir-11118	202	7	challenges	challenge	NOUN
spir-11118	202	8	such	such	ADJ
spir-11118	202	9	algorithmic	algorithmic	ADJ
spir-11118	202	10	metrics	metric	NOUN
spir-11118	202	11	pose	pose	VERB
spir-11118	202	12	for	for	ADP
spir-11118	202	13	fundamental	fundamental	ADJ
spir-11118	202	14	liberal	liberal	ADJ
spir-11118	202	15	values	value	NOUN
spir-11118	202	16	of	of	ADP
spir-11118	202	17	autonomy	autonomy	NOUN
spir-11118	202	18	and	and	CCONJ
spir-11118	202	19	equality	equality	NOUN
spir-11118	202	20	.	.	PUNCT
spir-11118	203	1	algorithmic	algorithmic	ADJ
spir-11118	203	2	accuracy	accuracy	NOUN
spir-11118	203	3	legal	legal	ADJ
spir-11118	203	4	algorithmic	algorithmic	ADJ
spir-11118	203	5	scoring	scoring	NOUN
spir-11118	203	6	has	have	AUX
spir-11118	203	7	already	already	ADV
spir-11118	203	8	been	be	AUX
spir-11118	203	9	the	the	DET
spir-11118	203	10	focus	focus	NOUN
spir-11118	203	11	of	of	ADP
spir-11118	203	12	substantial	substantial	ADJ
spir-11118	203	13	analytical	analytical	ADJ
spir-11118	203	14	censure	censure	NOUN
spir-11118	203	15	.	.	PUNCT
spir-11118	204	1	much	much	ADJ
spir-11118	204	2	of	of	ADP
spir-11118	204	3	this	this	DET
spir-11118	204	4	negative	negative	ADJ
spir-11118	204	5	critique	critique	NOUN
spir-11118	204	6	has	have	AUX
spir-11118	204	7	been	be	AUX
spir-11118	204	8	couched	couch	VERB
spir-11118	204	9	in	in	ADP
spir-11118	204	10	the	the	DET
spir-11118	204	11	language	language	NOUN
spir-11118	204	12	of	of	ADP
spir-11118	204	13	accuracy	accuracy	NOUN
spir-11118	204	14	,	,	PUNCT
spir-11118	204	15	or	or	CCONJ
spir-11118	204	16	in	in	ADP
spir-11118	204	17	reciprocal	reciprocal	ADJ
spir-11118	204	18	language	language	NOUN
spir-11118	204	19	of	of	ADP
spir-11118	204	20	bias	bias	NOUN
spir-11118	204	21	.	.	PUNCT
spir-11118	205	1	commentators	commentator	NOUN
spir-11118	205	2	on	on	ADP
spir-11118	205	3	algorithmic	algorithmic	ADJ
spir-11118	205	4	legal	legal	ADJ
spir-11118	205	5	metrics	metric	NOUN
spir-11118	205	6	worry	worry	VERB
spir-11118	205	7	that	that	SCONJ
spir-11118	205	8	data	datum	NOUN
spir-11118	205	9	profiles	profile	NOUN
spir-11118	205	10	will	will	AUX
spir-11118	205	11	reflect	reflect	VERB
spir-11118	205	12	an	an	DET
spir-11118	205	13	inaccurate	inaccurate	ADJ
spir-11118	205	14	portrait	portrait	NOUN
spir-11118	205	15	of	of	ADP
spir-11118	205	16	the	the	DET
spir-11118	205	17	subject	subject	NOUN
spir-11118	205	18	,	,	PUNCT
spir-11118	205	19	either	either	CCONJ
spir-11118	205	20	by	by	ADP
spir-11118	205	21	being	be	AUX
spir-11118	205	22	incomplete	incomplete	ADJ
spir-11118	205	23	,	,	PUNCT
spir-11118	205	24	or	or	CCONJ
spir-11118	205	25	by	by	ADP
spir-11118	205	26	incorporating	incorporate	VERB
spir-11118	205	27	the	the	DET
spir-11118	205	28	social	social	ADJ
spir-11118	205	29	indicia	indicia	NOUN
spir-11118	205	30	of	of	ADP
spir-11118	205	31	past	past	ADJ
spir-11118	205	32	prejudices	prejudice	NOUN
spir-11118	205	33	.	.	PUNCT
spir-11118	206	1	(	(	PUNCT
spir-11118	206	2	4	4	NUM
spir-11118	206	3	,	,	PUNCT
spir-11118	206	4	5	5	NUM
spir-11118	206	5	)	)	PUNCT
spir-11118	206	6	such	such	ADJ
spir-11118	206	7	concerns	concern	NOUN
spir-11118	206	8	are	be	AUX
spir-11118	206	9	by	by	ADP
spir-11118	206	10	no	no	DET
spir-11118	206	11	means	mean	NOUN
spir-11118	206	12	unfounded	unfounded	ADJ
spir-11118	206	13	;	;	PUNCT
spir-11118	206	14	surveillance	surveillance	NOUN
spir-11118	206	15	studies	study	NOUN
spir-11118	206	16	warn	warn	VERB
spir-11118	206	17	us	we	PRON
spir-11118	206	18	that	that	SCONJ
spir-11118	206	19	an	an	DET
spir-11118	206	20	assembled	assemble	VERB
spir-11118	206	21	data	data	NOUN
spir-11118	206	22	profile	profile	NOUN
spir-11118	206	23	is	be	AUX
spir-11118	206	24	not	not	PART
spir-11118	206	25	,	,	PUNCT
spir-11118	206	26	and	and	CCONJ
spir-11118	206	27	indeed	indeed	ADV
spir-11118	206	28	can	can	AUX
spir-11118	206	29	not	not	PART
spir-11118	206	30	ever	ever	ADV
spir-11118	206	31	be	be	AUX
spir-11118	206	32	,	,	PUNCT
spir-11118	206	33	a	a	DET
spir-11118	206	34	fully	fully	ADV
spir-11118	206	35	accurate	accurate	ADJ
spir-11118	206	36	representation	representation	NOUN
spir-11118	206	37	of	of	ADP
spir-11118	206	38	the	the	DET
spir-11118	206	39	subject	subject	NOUN
spir-11118	206	40	–	–	PUNCT
spir-11118	206	41	no	no	DET
spir-11118	206	42	model	model	NOUN
spir-11118	206	43	of	of	ADP
spir-11118	206	44	real	real	ADJ
spir-11118	206	45	phenomena	phenomenon	NOUN
spir-11118	206	46	can	can	AUX
spir-11118	206	47	by	by	ADP
spir-11118	206	48	definition	definition	NOUN
spir-11118	206	49	ever	ever	ADV
spir-11118	206	50	be	be	VERB
spir-11118	206	51	as	as	ADV
spir-11118	206	52	informationally	informationally	ADV
spir-11118	206	53	complete	complete	VERB
spir-11118	206	54	the	the	DET
spir-11118	206	55	subject	subject	NOUN
spir-11118	206	56	of	of	ADP
spir-11118	206	57	its	its	PRON
spir-11118	206	58	representation	representation	NOUN
spir-11118	206	59	.	.	PUNCT
spir-11118	207	1	(	(	PUNCT
spir-11118	207	2	6	6	NUM
spir-11118	207	3	,	,	PUNCT
spir-11118	207	4	7	7	NUM
spir-11118	207	5	)	)	PUNCT
spir-11118	207	6	neither	neither	CCONJ
spir-11118	207	7	are	be	AUX
spir-11118	207	8	such	such	ADJ
spir-11118	207	9	concerns	concern	NOUN
spir-11118	207	10	trivial	trivial	ADJ
spir-11118	207	11	;	;	PUNCT
spir-11118	207	12	they	they	PRON
spir-11118	207	13	are	be	AUX
spir-11118	207	14	of	of	ADP
spir-11118	207	15	particular	particular	ADJ
spir-11118	207	16	salience	salience	NOUN
spir-11118	207	17	where	where	SCONJ
spir-11118	207	18	algorithmic	algorithmic	ADJ
spir-11118	207	19	training	training	NOUN
spir-11118	207	20	data	datum	NOUN
spir-11118	207	21	,	,	PUNCT
spir-11118	207	22	analytic	analytic	ADJ
spir-11118	207	23	data	datum	NOUN
spir-11118	207	24	,	,	PUNCT
spir-11118	207	25	or	or	CCONJ
spir-11118	207	26	algorithmic	algorithmic	ADJ
spir-11118	207	27	modelling	modelling	NOUN
spir-11118	207	28	may	may	AUX
spir-11118	207	29	reflect	reflect	VERB
spir-11118	207	30	or	or	CCONJ
spir-11118	207	31	reinscribe	reinscribe	VERB
spir-11118	207	32	racial	racial	ADJ
spir-11118	207	33	,	,	PUNCT
spir-11118	207	34	ethnic	ethnic	ADJ
spir-11118	207	35	,	,	PUNCT
spir-11118	207	36	or	or	CCONJ
spir-11118	207	37	other	other	ADJ
spir-11118	207	38	subordinated	subordinated	ADJ
spir-11118	207	39	minority	minority	NOUN
spir-11118	207	40	status	status	NOUN
spir-11118	207	41	.	.	PUNCT
spir-11118	208	1	(	(	PUNCT
spir-11118	208	2	1	1	NUM
spir-11118	208	3	,	,	PUNCT
spir-11118	208	4	7	7	NUM
spir-11118	208	5	)	)	PUNCT
spir-11118	208	6	jurisprudentially	jurisprudentially	ADV
spir-11118	208	7	,	,	PUNCT
spir-11118	208	8	the	the	DET
spir-11118	208	9	accuracy	accuracy	NOUN
spir-11118	208	10	argument	argument	NOUN
spir-11118	208	11	may	may	AUX
spir-11118	208	12	raise	raise	VERB
spir-11118	208	13	concerns	concern	NOUN
spir-11118	208	14	grounded	ground	VERB
spir-11118	208	15	in	in	ADP
spir-11118	208	16	the	the	DET
spir-11118	208	17	ethical	ethical	ADJ
spir-11118	208	18	bases	basis	NOUN
spir-11118	208	19	for	for	ADP
spir-11118	208	20	legal	legal	ADJ
spir-11118	208	21	judgment	judgment	NOUN
spir-11118	208	22	,	,	PUNCT
spir-11118	208	23	which	which	PRON
spir-11118	208	24	are	be	AUX
spir-11118	208	25	typically	typically	ADV
spir-11118	208	26	couched	couch	VERB
spir-11118	208	27	in	in	ADP
spir-11118	208	28	terms	term	NOUN
spir-11118	208	29	of	of	ADP
spir-11118	208	30	dessert	dessert	NOUN
spir-11118	208	31	or	or	CCONJ
spir-11118	208	32	utility	utility	NOUN
spir-11118	208	33	.	.	PUNCT
spir-11118	209	1	inaccurate	inaccurate	ADJ
spir-11118	209	2	bases	basis	NOUN
spir-11118	209	3	for	for	ADP
spir-11118	209	4	judgment	judgment	NOUN
spir-11118	209	5	may	may	AUX
spir-11118	209	6	be	be	AUX
spir-11118	209	7	unjust	unjust	ADJ
spir-11118	209	8	from	from	ADP
spir-11118	209	9	the	the	DET
spir-11118	209	10	standpoint	standpoint	NOUN
spir-11118	209	11	of	of	ADP
spir-11118	209	12	autonomy	autonomy	NOUN
spir-11118	209	13	by	by	ADP
spir-11118	209	14	invoking	invoke	VERB
spir-11118	209	15	undeserved	undeserved	ADJ
spir-11118	209	16	sanctions	sanction	NOUN
spir-11118	209	17	or	or	CCONJ
spir-11118	209	18	creating	create	VERB
spir-11118	209	19	a	a	DET
spir-11118	209	20	legal	legal	ADJ
spir-11118	209	21	status	status	NOUN
spir-11118	209	22	that	that	PRON
spir-11118	209	23	does	do	AUX
spir-11118	209	24	not	not	PART
spir-11118	209	25	fit	fit	VERB
spir-11118	209	26	the	the	DET
spir-11118	209	27	character	character	NOUN
spir-11118	209	28	of	of	ADP
spir-11118	209	29	the	the	DET
spir-11118	209	30	individual	individual	NOUN
spir-11118	209	31	.	.	PUNCT
spir-11118	210	1	simultaneously	simultaneously	ADV
spir-11118	210	2	,	,	PUNCT
spir-11118	210	3	an	an	DET
spir-11118	210	4	inaccurate	inaccurate	ADJ
spir-11118	210	5	basis	basis	NOUN
spir-11118	210	6	for	for	ADP
spir-11118	210	7	judgment	judgment	NOUN
spir-11118	210	8	may	may	AUX
spir-11118	210	9	be	be	AUX
spir-11118	210	10	inefficient	inefficient	ADJ
spir-11118	210	11	from	from	ADP
spir-11118	210	12	a	a	DET
spir-11118	210	13	utilitarian	utilitarian	ADJ
spir-11118	210	14	standpoint	standpoint	NOUN
spir-11118	210	15	as	as	ADP
spir-11118	210	16	invoking	invoke	VERB
spir-11118	210	17	sanctions	sanction	NOUN
spir-11118	210	18	or	or	CCONJ
spir-11118	210	19	creating	create	VERB
spir-11118	210	20	a	a	DET
spir-11118	210	21	legal	legal	ADJ
spir-11118	210	22	status	status	NOUN
spir-11118	210	23	unrelated	unrelated	ADJ
spir-11118	210	24	to	to	ADP
spir-11118	210	25	desired	desire	VERB
spir-11118	210	26	behavioral	behavioral	ADJ
spir-11118	210	27	outcomes	outcome	NOUN
spir-11118	210	28	.	.	PUNCT
spir-11118	211	1	interrogating	interrogate	VERB
spir-11118	211	2	datafied	datafied	ADJ
spir-11118	211	3	judgments	judgment	NOUN
spir-11118	211	4	the	the	DET
spir-11118	211	5	argument	argument	NOUN
spir-11118	211	6	from	from	ADP
spir-11118	211	7	algorithmic	algorithmic	ADJ
spir-11118	211	8	accuracy	accuracy	NOUN
spir-11118	211	9	rests	rest	VERB
spir-11118	211	10	upon	upon	SCONJ
spir-11118	211	11	the	the	DET
spir-11118	211	12	assumption	assumption	NOUN
spir-11118	211	13	that	that	SCONJ
spir-11118	211	14	predictive	predictive	ADJ
spir-11118	211	15	analytics	analytic	NOUN
spir-11118	211	16	measure	measure	VERB
spir-11118	211	17	a	a	DET
spir-11118	211	18	defined	define	VERB
spir-11118	211	19	quantity	quantity	NOUN
spir-11118	211	20	in	in	ADP
spir-11118	211	21	the	the	DET
spir-11118	211	22	universe	universe	NOUN
spir-11118	211	23	;	;	PUNCT
spir-11118	211	24	that	that	SCONJ
spir-11118	211	25	measuring	measure	VERB
spir-11118	211	26	a	a	DET
spir-11118	211	27	criminal	criminal	ADJ
spir-11118	211	28	defendant	defendant	NOUN
spir-11118	211	29	’s	’s	PART
spir-11118	211	30	risk	risk	NOUN
spir-11118	211	31	of	of	ADP
spir-11118	211	32	recidivism	recidivism	NOUN
spir-11118	211	33	or	or	CCONJ
spir-11118	211	34	risk	risk	NOUN
spir-11118	211	35	of	of	ADP
spir-11118	211	36	flight	flight	NOUN
spir-11118	211	37	is	be	AUX
spir-11118	211	38	an	an	DET
spir-11118	211	39	exercise	exercise	NOUN
spir-11118	211	40	equivalent	equivalent	ADJ
spir-11118	211	41	to	to	ADP
spir-11118	211	42	measuring	measure	VERB
spir-11118	211	43	the	the	DET
spir-11118	211	44	defendant	defendant	NOUN
spir-11118	211	45	’s	’s	PART
spir-11118	211	46	height	height	NOUN
spir-11118	211	47	–	–	PUNCT
spir-11118	211	48	either	either	CCONJ
spir-11118	211	49	correct	correct	ADJ
spir-11118	211	50	or	or	CCONJ
spir-11118	211	51	incorrect	incorrect	ADJ
spir-11118	211	52	,	,	PUNCT
spir-11118	211	53	perhaps	perhaps	ADV
spir-11118	211	54	within	within	ADP
spir-11118	211	55	error	error	NOUN
spir-11118	211	56	bars	bar	NOUN
spir-11118	211	57	of	of	ADP
spir-11118	211	58	a	a	DET
spir-11118	211	59	few	few	ADJ
spir-11118	211	60	millimeters	millimeter	NOUN
spir-11118	211	61	.	.	PUNCT
spir-11118	212	1	i	i	PRON
spir-11118	212	2	discuss	discuss	VERB
spir-11118	212	3	three	three	NUM
spir-11118	212	4	jurisprudential	jurisprudential	ADJ
spir-11118	212	5	consequences	consequence	NOUN
spir-11118	212	6	that	that	PRON
spir-11118	212	7	flow	flow	VERB
spir-11118	212	8	from	from	ADP
spir-11118	212	9	this	this	DET
spir-11118	212	10	assumption	assumption	NOUN
spir-11118	212	11	embedded	embed	VERB
spir-11118	212	12	in	in	ADP
spir-11118	212	13	the	the	DET
spir-11118	212	14	algorithmic	algorithmic	ADJ
spir-11118	212	15	metric	metric	NOUN
spir-11118	212	16	.	.	PUNCT
spir-11118	213	1	first	first	ADV
spir-11118	213	2	,	,	PUNCT
spir-11118	213	3	because	because	SCONJ
spir-11118	213	4	the	the	DET
spir-11118	213	5	algorithmic	algorithmic	ADJ
spir-11118	213	6	score	score	NOUN
spir-11118	213	7	appears	appear	VERB
spir-11118	213	8	objective	objective	ADJ
spir-11118	213	9	,	,	PUNCT
spir-11118	213	10	any	any	DET
spir-11118	213	11	positive	positive	ADJ
spir-11118	213	12	or	or	CCONJ
spir-11118	213	13	negative	negative	ADJ
spir-11118	213	14	change	change	NOUN
spir-11118	213	15	will	will	AUX
spir-11118	213	16	likely	likely	ADV
spir-11118	213	17	be	be	AUX
spir-11118	213	18	attributed	attribute	VERB
spir-11118	213	19	to	to	ADP
spir-11118	213	20	the	the	DET
spir-11118	213	21	character	character	NOUN
spir-11118	213	22	or	or	CCONJ
spir-11118	213	23	actions	action	NOUN
spir-11118	213	24	of	of	ADP
spir-11118	213	25	the	the	DET
spir-11118	213	26	individual	individual	NOUN
spir-11118	213	27	being	be	AUX
spir-11118	213	28	scored	score	VERB
spir-11118	213	29	rather	rather	ADV
spir-11118	213	30	than	than	ADP
spir-11118	213	31	to	to	PART
spir-11118	213	32	bias	bias	VERB
spir-11118	213	33	,	,	PUNCT
spir-11118	213	34	feedback	feedback	NOUN
spir-11118	213	35	,	,	PUNCT
spir-11118	213	36	or	or	CCONJ
spir-11118	213	37	variance	variance	NOUN
spir-11118	213	38	in	in	ADP
spir-11118	213	39	the	the	DET
spir-11118	213	40	algorithm	algorithm	NOUN
spir-11118	213	41	.	.	PUNCT
spir-11118	214	1	(	(	PUNCT
spir-11118	214	2	7	7	X
spir-11118	214	3	)	)	PUNCT
spir-11118	214	4	algorithmic	algorithmic	ADJ
spir-11118	214	5	metrics	metric	NOUN
spir-11118	214	6	appear	appear	VERB
spir-11118	214	7	to	to	PART
spir-11118	214	8	objectively	objectively	ADV
spir-11118	214	9	reflect	reflect	VERB
spir-11118	214	10	chosen	choose	VERB
spir-11118	214	11	behavior	behavior	NOUN
spir-11118	214	12	,	,	PUNCT
spir-11118	214	13	and	and	CCONJ
spir-11118	214	14	so	so	ADV
spir-11118	214	15	become	become	VERB
spir-11118	214	16	an	an	DET
spir-11118	214	17	ethically	ethically	ADV
spir-11118	214	18	significant	significant	ADJ
spir-11118	214	19	indicator	indicator	NOUN
spir-11118	214	20	of	of	ADP
spir-11118	214	21	individual	individual	ADJ
spir-11118	214	22	character	character	NOUN
spir-11118	214	23	.	.	PUNCT
spir-11118	215	1	algorithmic	algorithmic	ADJ
spir-11118	215	2	calculation	calculation	NOUN
spir-11118	215	3	thus	thus	ADV
spir-11118	215	4	precipitates	precipitate	VERB
spir-11118	215	5	a	a	DET
spir-11118	215	6	shift	shift	NOUN
spir-11118	215	7	from	from	ADP
spir-11118	215	8	measurement	measurement	NOUN
spir-11118	215	9	to	to	ADP
spir-11118	215	10	judgment	judgment	NOUN
spir-11118	215	11	,	,	PUNCT
spir-11118	215	12	and	and	CCONJ
spir-11118	215	13	from	from	ADP
spir-11118	215	14	actuarial	actuarial	ADJ
spir-11118	215	15	judgment	judgment	NOUN
spir-11118	215	16	to	to	ADP
spir-11118	215	17	legal	legal	ADJ
spir-11118	215	18	consequence	consequence	NOUN
spir-11118	215	19	.	.	PUNCT
spir-11118	216	1	this	this	PRON
spir-11118	216	2	suggests	suggest	VERB
spir-11118	216	3	that	that	SCONJ
spir-11118	216	4	algorithmic	algorithmic	ADJ
spir-11118	216	5	legal	legal	ADJ
spir-11118	216	6	metrics	metric	NOUN
spir-11118	216	7	,	,	PUNCT
spir-11118	216	8	whether	whether	SCONJ
spir-11118	216	9	or	or	CCONJ
spir-11118	216	10	not	not	PART
spir-11118	216	11	intended	intend	VERB
spir-11118	216	12	to	to	PART
spir-11118	216	13	be	be	AUX
spir-11118	216	14	dispositive	dispositive	ADJ
spir-11118	216	15	in	in	ADP
spir-11118	216	16	a	a	DET
spir-11118	216	17	legal	legal	ADJ
spir-11118	216	18	decision	decision	NOUN
spir-11118	216	19	,	,	PUNCT
spir-11118	216	20	will	will	AUX
spir-11118	216	21	be	be	AUX
spir-11118	216	22	accorded	accord	VERB
spir-11118	216	23	greater	great	ADJ
spir-11118	216	24	weight	weight	NOUN
spir-11118	216	25	than	than	SCONJ
spir-11118	216	26	they	they	PRON
spir-11118	216	27	merit	merit	VERB
spir-11118	216	28	.	.	PUNCT
spir-11118	217	1	second	second	ADJ
spir-11118	217	2	,	,	PUNCT
spir-11118	217	3	the	the	DET
spir-11118	217	4	generation	generation	NOUN
spir-11118	217	5	of	of	ADP
spir-11118	217	6	algorithmically	algorithmically	ADV
spir-11118	217	7	tailored	tailor	VERB
spir-11118	217	8	legal	legal	ADJ
spir-11118	217	9	standards	standard	NOUN
spir-11118	217	10	highlights	highlight	VERB
spir-11118	217	11	a	a	DET
spir-11118	217	12	latent	latent	NOUN
spir-11118	217	13	tension	tension	NOUN
spir-11118	217	14	that	that	PRON
spir-11118	217	15	exists	exist	VERB
spir-11118	217	16	in	in	ADP
spir-11118	217	17	all	all	DET
spir-11118	217	18	democratic	democratic	ADJ
spir-11118	217	19	systems	system	NOUN
spir-11118	217	20	,	,	PUNCT
spir-11118	217	21	between	between	ADP
spir-11118	217	22	the	the	DET
spir-11118	217	23	values	value	NOUN
spir-11118	217	24	of	of	ADP
spir-11118	217	25	autonomy	autonomy	NOUN
spir-11118	217	26	and	and	CCONJ
spir-11118	217	27	equity	equity	NOUN
spir-11118	217	28	:	:	PUNCT
spir-11118	217	29	each	each	DET
spir-11118	217	30	individual	individual	NOUN
spir-11118	217	31	is	be	AUX
spir-11118	217	32	to	to	PART
spir-11118	217	33	be	be	AUX
spir-11118	217	34	valued	value	VERB
spir-11118	217	35	for	for	ADP
spir-11118	217	36	his	his	PRON
spir-11118	217	37	or	or	CCONJ
spir-11118	217	38	her	her	PRON
spir-11118	217	39	own	own	ADJ
spir-11118	217	40	distinctive	distinctive	ADJ
spir-11118	217	41	personhood	personhood	NOUN
spir-11118	217	42	,	,	PUNCT
spir-11118	217	43	but	but	CCONJ
spir-11118	217	44	at	at	ADP
spir-11118	217	45	the	the	DET
spir-11118	217	46	same	same	ADJ
spir-11118	217	47	time	time	NOUN
spir-11118	217	48	all	all	PRON
spir-11118	217	49	are	be	AUX
spir-11118	217	50	to	to	PART
spir-11118	217	51	be	be	AUX
spir-11118	217	52	treated	treat	VERB
spir-11118	217	53	equally	equally	ADV
spir-11118	217	54	before	before	ADP
spir-11118	217	55	the	the	DET
spir-11118	217	56	law	law	NOUN
spir-11118	217	57	.	.	PUNCT
spir-11118	218	1	(	(	PUNCT
spir-11118	218	2	8)	8)	NUM
spir-11118	218	3	democratic	democratic	ADJ
spir-11118	218	4	regulation	regulation	NOUN
spir-11118	218	5	becomes	become	VERB
spir-11118	218	6	illegitimate	illegitimate	ADJ
spir-11118	218	7	when	when	SCONJ
spir-11118	218	8	it	it	PRON
spir-11118	218	9	is	be	AUX
spir-11118	218	10	arbitrary	arbitrary	ADJ
spir-11118	218	11	,	,	PUNCT
spir-11118	218	12	but	but	CCONJ
spir-11118	218	13	may	may	AUX
spir-11118	218	14	be	be	AUX
spir-11118	218	15	equally	equally	ADV
spir-11118	218	16	illegitimate	illegitimate	ADJ
spir-11118	218	17	when	when	SCONJ
spir-11118	218	18	impersonal	impersonal	ADJ
spir-11118	218	19	and	and	CCONJ
spir-11118	218	20	calculated	calculate	VERB
spir-11118	218	21	–	–	PUNCT
spir-11118	218	22	too	too	ADV
spir-11118	218	23	much	much	ADJ
spir-11118	218	24	personal	personal	ADJ
spir-11118	218	25	variation	variation	NOUN
spir-11118	218	26	violates	violate	VERB
spir-11118	218	27	democratic	democratic	ADJ
spir-11118	218	28	principles	principle	NOUN
spir-11118	218	29	of	of	ADP
spir-11118	218	30	equality	equality	NOUN
spir-11118	218	31	,	,	PUNCT
spir-11118	218	32	but	but	CCONJ
spir-11118	218	33	too	too	ADV
spir-11118	218	34	little	little	ADJ
spir-11118	218	35	violates	violate	VERB
spir-11118	218	36	liberal	liberal	ADJ
spir-11118	218	37	principles	principle	NOUN
spir-11118	218	38	of	of	ADP
spir-11118	218	39	autonomy	autonomy	NOUN
spir-11118	218	40	.	.	PUNCT
spir-11118	219	1	(	(	PUNCT
spir-11118	219	2	9	9	X
spir-11118	219	3	)	)	PUNCT
spir-11118	219	4	an	an	DET
spir-11118	219	5	“	"	PUNCT
spir-11118	219	6	unjust	unjust	ADJ
spir-11118	219	7	”	"	PUNCT
spir-11118	219	8	legal	legal	ADJ
spir-11118	219	9	regime	regime	NOUN
spir-11118	219	10	may	may	AUX
spir-11118	219	11	mean	mean	VERB
spir-11118	219	12	a	a	DET
spir-11118	219	13	regime	regime	NOUN
spir-11118	219	14	that	that	PRON
spir-11118	219	15	undervalues	undervalue	VERB
spir-11118	219	16	either	either	CCONJ
spir-11118	219	17	the	the	DET
spir-11118	219	18	former	former	ADJ
spir-11118	219	19	or	or	CCONJ
spir-11118	219	20	the	the	DET
spir-11118	219	21	latter	latter	ADJ
spir-11118	219	22	.	.	PUNCT
spir-11118	220	1	legal	legal	ADJ
spir-11118	220	2	standards	standard	NOUN
spir-11118	220	3	accommodate	accommodate	VERB
spir-11118	220	4	some	some	PRON
spir-11118	220	5	of	of	ADP
spir-11118	220	6	each	each	DET
spir-11118	220	7	value	value	NOUN
spir-11118	220	8	,	,	PUNCT
spir-11118	220	9	but	but	CCONJ
spir-11118	220	10	finally	finally	ADV
spir-11118	220	11	,	,	PUNCT
spir-11118	220	12	i	i	PRON
spir-11118	220	13	suggest	suggest	VERB
spir-11118	220	14	that	that	SCONJ
spir-11118	220	15	algorithmic	algorithmic	ADJ
spir-11118	220	16	metrics	metric	NOUN
spir-11118	220	17	raise	raise	VERB
spir-11118	220	18	questions	question	NOUN
spir-11118	220	19	regarding	regard	VERB
spir-11118	220	20	legal	legal	ADJ
spir-11118	220	21	governance	governance	NOUN
spir-11118	220	22	grounded	ground	VERB
spir-11118	220	23	in	in	ADP
spir-11118	220	24	determinism	determinism	NOUN
spir-11118	220	25	or	or	CCONJ
spir-11118	220	26	in	in	ADP
spir-11118	220	27	autonomy	autonomy	NOUN
spir-11118	220	28	.	.	PUNCT
spir-11118	221	1	different	different	ADJ
spir-11118	221	2	strategies	strategy	NOUN
spir-11118	221	3	are	be	AUX
spir-11118	221	4	implicated	implicate	VERB
spir-11118	221	5	depending	depend	VERB
spir-11118	221	6	upon	upon	SCONJ
spir-11118	221	7	the	the	DET
spir-11118	221	8	jurisprudential	jurisprudential	ADJ
spir-11118	221	9	model	model	NOUN
spir-11118	221	10	of	of	ADP
spir-11118	221	11	the	the	DET
spir-11118	221	12	subject	subject	NOUN
spir-11118	221	13	,	,	PUNCT
spir-11118	221	14	and	and	CCONJ
spir-11118	221	15	whether	whether	SCONJ
spir-11118	221	16	the	the	DET
spir-11118	221	17	data	datum	NOUN
spir-11118	221	18	profile	profile	NOUN
spir-11118	221	19	is	be	AUX
spir-11118	221	20	believed	believe	VERB
spir-11118	221	21	to	to	PART
spir-11118	221	22	measure	measure	VERB
spir-11118	221	23	a	a	DET
spir-11118	221	24	quality	quality	NOUN
spir-11118	221	25	of	of	ADP
spir-11118	221	26	the	the	DET
spir-11118	221	27	subject	subject	NOUN
spir-11118	221	28	that	that	PRON
spir-11118	221	29	should	should	AUX
spir-11118	221	30	be	be	AUX
spir-11118	221	31	regarded	regard	VERB
spir-11118	221	32	as	as	ADP
spir-11118	221	33	static	static	ADJ
spir-11118	221	34	or	or	CCONJ
spir-11118	221	35	dynamic	dynamic	ADJ
spir-11118	221	36	.	.	PUNCT
spir-11118	222	1	regarding	regard	VERB
spir-11118	222	2	the	the	DET
spir-11118	222	3	algorithmic	algorithmic	ADJ
spir-11118	222	4	determination	determination	NOUN
spir-11118	222	5	as	as	ADP
spir-11118	222	6	a	a	DET
spir-11118	222	7	measure	measure	NOUN
spir-11118	222	8	of	of	ADP
spir-11118	222	9	a	a	DET
spir-11118	222	10	static	static	ADJ
spir-11118	222	11	,	,	PUNCT
spir-11118	222	12	inherent	inherent	ADJ
spir-11118	222	13	quality	quality	NOUN
spir-11118	222	14	supports	support	VERB
spir-11118	222	15	a	a	DET
spir-11118	222	16	theory	theory	NOUN
spir-11118	222	17	of	of	ADP
spir-11118	222	18	utility	utility	NOUN
spir-11118	222	19	or	or	CCONJ
spir-11118	222	20	of	of	ADP
spir-11118	222	21	dessert	dessert	NOUN
spir-11118	222	22	.	.	PUNCT
spir-11118	223	1	deontologically	deontologically	ADV
spir-11118	223	2	,	,	PUNCT
spir-11118	223	3	the	the	DET
spir-11118	223	4	subject	subject	NOUN
spir-11118	223	5	may	may	AUX
spir-11118	223	6	be	be	AUX
spir-11118	223	7	said	say	VERB
spir-11118	223	8	to	to	PART
spir-11118	223	9	deserve	deserve	VERB
spir-11118	223	10	whatever	whatever	DET
spir-11118	223	11	state	state	NOUN
spir-11118	223	12	of	of	ADP
spir-11118	223	13	character	character	NOUN
spir-11118	223	14	the	the	DET
spir-11118	223	15	algorithm	algorithm	NOUN
spir-11118	223	16	indicates	indicate	VERB
spir-11118	223	17	;	;	PUNCT
spir-11118	223	18	consequentially	consequentially	ADV
spir-11118	223	19	,	,	PUNCT
spir-11118	223	20	remedies	remedy	NOUN
spir-11118	223	21	directed	direct	VERB
spir-11118	223	22	to	to	ADP
spir-11118	223	23	static	static	ADJ
spir-11118	223	24	characteristics	characteristic	NOUN
spir-11118	223	25	may	may	AUX
spir-11118	223	26	be	be	AUX
spir-11118	223	27	most	most	ADV
spir-11118	223	28	efficient	efficient	ADJ
spir-11118	223	29	at	at	ADP
spir-11118	223	30	encouraging	encourage	VERB
spir-11118	223	31	or	or	CCONJ
spir-11118	223	32	deterring	deter	VERB
spir-11118	223	33	behaviors	behavior	NOUN
spir-11118	223	34	.	.	PUNCT
spir-11118	224	1	but	but	CCONJ
spir-11118	224	2	if	if	SCONJ
spir-11118	224	3	such	such	ADJ
spir-11118	224	4	traits	trait	NOUN
spir-11118	224	5	are	be	AUX
spir-11118	224	6	considered	consider	VERB
spir-11118	224	7	dynamic	dynamic	ADJ
spir-11118	224	8	,	,	PUNCT
spir-11118	224	9	open	open	ADJ
spir-11118	224	10	to	to	ADP
spir-11118	224	11	self	self	NOUN
spir-11118	224	12	-	-	PUNCT
spir-11118	224	13	inspection	inspection	NOUN
spir-11118	224	14	and	and	CCONJ
spir-11118	224	15	alteration	alteration	NOUN
spir-11118	224	16	,	,	PUNCT
spir-11118	224	17	as	as	SCONJ
spir-11118	224	18	opposed	oppose	VERB
spir-11118	224	19	to	to	ADP
spir-11118	224	20	external	external	ADJ
spir-11118	224	21	punishment	punishment	NOUN
spir-11118	224	22	or	or	CCONJ
spir-11118	224	23	reward	reward	NOUN
spir-11118	224	24	,	,	PUNCT
spir-11118	224	25	then	then	ADV
spir-11118	224	26	the	the	DET
spir-11118	224	27	algorithmic	algorithmic	ADJ
spir-11118	224	28	score	score	NOUN
spir-11118	224	29	offers	offer	VERB
spir-11118	224	30	a	a	DET
spir-11118	224	31	mechanism	mechanism	NOUN
spir-11118	224	32	of	of	ADP
spir-11118	224	33	assessment	assessment	NOUN
spir-11118	224	34	and	and	CCONJ
spir-11118	224	35	a	a	DET
spir-11118	224	36	goal	goal	NOUN
spir-11118	224	37	for	for	ADP
spir-11118	224	38	sanctioned	sanction	VERB
spir-11118	224	39	improvement	improvement	NOUN
spir-11118	224	40	.	.	PUNCT
spir-11118	225	1	this	this	PRON
spir-11118	225	2	is	be	AUX
spir-11118	225	3	of	of	ADP
spir-11118	225	4	course	course	NOUN
spir-11118	225	5	the	the	DET
spir-11118	225	6	type	type	NOUN
spir-11118	225	7	of	of	ADP
spir-11118	225	8	manipulation	manipulation	NOUN
spir-11118	225	9	that	that	PRON
spir-11118	225	10	yeung	yeung	PROPN
spir-11118	225	11	has	have	AUX
spir-11118	225	12	cautioned	caution	VERB
spir-11118	225	13	against	against	ADP
spir-11118	225	14	as	as	ADP
spir-11118	225	15	“	"	PUNCT
spir-11118	225	16	hypernudging	hypernudge	VERB
spir-11118	225	17	.	.	PUNCT
spir-11118	225	18	”	"	PUNCT
spir-11118	226	1	(	(	PUNCT
spir-11118	226	2	10	10	NUM
spir-11118	226	3	)	)	PUNCT
spir-11118	226	4	and	and	CCONJ
spir-11118	226	5	although	although	SCONJ
spir-11118	226	6	behavioral	behavioral	ADJ
spir-11118	226	7	rehabilitation	rehabilitation	NOUN
spir-11118	226	8	is	be	AUX
spir-11118	226	9	a	a	DET
spir-11118	226	10	recognized	recognize	VERB
spir-11118	226	11	value	value	NOUN
spir-11118	226	12	of	of	ADP
spir-11118	226	13	some	some	DET
spir-11118	226	14	types	type	NOUN
spir-11118	226	15	of	of	ADP
spir-11118	226	16	adjudication	adjudication	NOUN
spir-11118	226	17	,	,	PUNCT
spir-11118	226	18	this	this	DET
spir-11118	226	19	use	use	NOUN
spir-11118	226	20	of	of	ADP
spir-11118	226	21	algorithmic	algorithmic	ADJ
spir-11118	226	22	metrics	metric	NOUN
spir-11118	226	23	raises	raise	VERB
spir-11118	226	24	a	a	DET
spir-11118	226	25	separate	separate	ADJ
spir-11118	226	26	set	set	NOUN
spir-11118	226	27	of	of	ADP
spir-11118	226	28	questions	question	NOUN
spir-11118	226	29	as	as	ADP
spir-11118	226	30	to	to	ADP
spir-11118	226	31	whether	whether	SCONJ
spir-11118	226	32	the	the	PRON
spir-11118	226	33	of	of	ADP
spir-11118	226	34	“	"	PUNCT
spir-11118	226	35	surveillance	surveillance	NOUN
spir-11118	226	36	capitalism	capitalism	NOUN
spir-11118	226	37	”	"	PUNCT
spir-11118	226	38	are	be	AUX
spir-11118	226	39	legitimate	legitimate	ADJ
spir-11118	226	40	tools	tool	NOUN
spir-11118	226	41	of	of	ADP
spir-11118	226	42	state	state	NOUN
spir-11118	226	43	authority	authority	NOUN
spir-11118	226	44	.	.	PUNCT
spir-11118	227	1	(	(	PUNCT
spir-11118	227	2	11	11	NUM
spir-11118	227	3	)	)	PUNCT
spir-11118	227	4	conclusion	conclusion	NOUN
spir-11118	227	5	by	by	ADP
spir-11118	227	6	illuminating	illuminate	VERB
spir-11118	227	7	the	the	DET
spir-11118	227	8	discontinuities	discontinuity	NOUN
spir-11118	227	9	between	between	ADP
spir-11118	227	10	the	the	DET
spir-11118	227	11	values	value	NOUN
spir-11118	227	12	assumed	assume	VERB
spir-11118	227	13	by	by	ADP
spir-11118	227	14	predictive	predictive	ADJ
spir-11118	227	15	analytics	analytic	NOUN
spir-11118	227	16	and	and	CCONJ
spir-11118	227	17	those	those	PRON
spir-11118	227	18	assumed	assume	VERB
spir-11118	227	19	in	in	ADP
spir-11118	227	20	liberal	liberal	ADJ
spir-11118	227	21	legal	legal	ADJ
spir-11118	227	22	institutions	institution	NOUN
spir-11118	227	23	,	,	PUNCT
spir-11118	227	24	this	this	DET
spir-11118	227	25	paper	paper	NOUN
spir-11118	227	26	makes	make	VERB
spir-11118	227	27	several	several	ADJ
spir-11118	227	28	novel	novel	ADJ
spir-11118	227	29	contributions	contribution	NOUN
spir-11118	227	30	to	to	ADP
spir-11118	227	31	the	the	DET
spir-11118	227	32	literature	literature	NOUN
spir-11118	227	33	on	on	ADP
spir-11118	227	34	law	law	NOUN
spir-11118	227	35	and	and	CCONJ
spir-11118	227	36	algorithmic	algorithmic	ADJ
spir-11118	227	37	governance	governance	NOUN
spir-11118	227	38	.	.	PUNCT
spir-11118	228	1	first	first	ADV
spir-11118	228	2	,	,	PUNCT
spir-11118	228	3	it	it	PRON
spir-11118	228	4	draws	draw	VERB
spir-11118	228	5	together	together	ADV
spir-11118	228	6	several	several	ADJ
spir-11118	228	7	disparate	disparate	ADJ
spir-11118	228	8	strands	strand	NOUN
spir-11118	228	9	of	of	ADP
spir-11118	228	10	literature	literature	NOUN
spir-11118	228	11	on	on	ADP
spir-11118	228	12	the	the	DET
spir-11118	228	13	social	social	ADJ
spir-11118	228	14	and	and	CCONJ
spir-11118	228	15	normative	normative	ADJ
spir-11118	228	16	implications	implication	NOUN
spir-11118	228	17	of	of	ADP
spir-11118	228	18	algorithms	algorithm	NOUN
spir-11118	228	19	to	to	PART
spir-11118	228	20	offer	offer	VERB
spir-11118	228	21	a	a	DET
spir-11118	228	22	framework	framework	NOUN
spir-11118	228	23	for	for	ADP
spir-11118	228	24	assessment	assessment	NOUN
spir-11118	228	25	of	of	ADP
spir-11118	228	26	such	such	ADJ
spir-11118	228	27	technologies	technology	NOUN
spir-11118	228	28	in	in	ADP
spir-11118	228	29	the	the	DET
spir-11118	228	30	context	context	NOUN
spir-11118	228	31	of	of	ADP
spir-11118	228	32	legal	legal	ADJ
spir-11118	228	33	adjudication	adjudication	NOUN
spir-11118	228	34	.	.	PUNCT
spir-11118	229	1	second	second	ADJ
spir-11118	229	2	,	,	PUNCT
spir-11118	229	3	it	it	PRON
spir-11118	229	4	shows	show	VERB
spir-11118	229	5	that	that	SCONJ
spir-11118	229	6	the	the	DET
spir-11118	229	7	current	current	ADJ
spir-11118	229	8	debates	debate	NOUN
spir-11118	229	9	over	over	ADP
spir-11118	229	10	the	the	DET
spir-11118	229	11	accuracy	accuracy	NOUN
spir-11118	229	12	of	of	ADP
spir-11118	229	13	predictive	predictive	ADJ
spir-11118	229	14	legal	legal	ADJ
spir-11118	229	15	metrics	metric	NOUN
spir-11118	229	16	overlook	overlook	VERB
spir-11118	229	17	core	core	NOUN
spir-11118	229	18	issues	issue	NOUN
spir-11118	229	19	surrounding	surround	VERB
spir-11118	229	20	their	their	PRON
spir-11118	229	21	use	use	NOUN
spir-11118	229	22	in	in	ADP
spir-11118	229	23	the	the	DET
spir-11118	229	24	legal	legal	ADJ
spir-11118	229	25	system	system	NOUN
spir-11118	229	26	,	,	PUNCT
spir-11118	229	27	suggesting	suggest	VERB
spir-11118	229	28	the	the	DET
spir-11118	229	29	inadequacy	inadequacy	NOUN
spir-11118	229	30	of	of	ADP
spir-11118	229	31	conventional	conventional	ADJ
spir-11118	229	32	liberal	liberal	ADJ
spir-11118	229	33	curatives	curative	NOUN
spir-11118	229	34	such	such	ADJ
spir-11118	229	35	as	as	ADP
spir-11118	229	36	algorithmic	algorithmic	ADJ
spir-11118	229	37	transparency	transparency	NOUN
spir-11118	229	38	or	or	CCONJ
spir-11118	229	39	due	due	ADJ
spir-11118	229	40	process	process	NOUN
spir-11118	229	41	.	.	PUNCT
spir-11118	230	1	finally	finally	ADV
spir-11118	230	2	,	,	PUNCT
spir-11118	230	3	the	the	DET
spir-11118	230	4	paper	paper	NOUN
spir-11118	230	5	elucidates	elucidate	VERB
spir-11118	230	6	the	the	DET
spir-11118	230	7	treatment	treatment	NOUN
spir-11118	230	8	of	of	ADP
spir-11118	230	9	algorithmically	algorithmically	ADV
spir-11118	230	10	determined	determine	VERB
spir-11118	230	11	profiles	profile	NOUN
spir-11118	230	12	as	as	ADP
spir-11118	230	13	either	either	CCONJ
spir-11118	230	14	dynamic	dynamic	ADJ
spir-11118	230	15	or	or	CCONJ
spir-11118	230	16	static	static	ADJ
spir-11118	230	17	personal	personal	ADJ
spir-11118	230	18	characteristics	characteristic	NOUN
spir-11118	230	19	,	,	PUNCT
spir-11118	230	20	and	and	CCONJ
spir-11118	230	21	shows	show	VERB
spir-11118	230	22	how	how	SCONJ
spir-11118	230	23	such	such	ADJ
spir-11118	230	24	models	model	NOUN
spir-11118	230	25	implicate	implicate	VERB
spir-11118	230	26	the	the	DET
spir-11118	230	27	current	current	ADJ
spir-11118	230	28	discussion	discussion	NOUN
spir-11118	230	29	over	over	ADP
spir-11118	230	30	algorithmic	algorithmic	ADJ
spir-11118	230	31	manipulation	manipulation	NOUN
spir-11118	230	32	that	that	PRON
spir-11118	230	33	have	have	AUX
spir-11118	230	34	been	be	AUX
spir-11118	230	35	primarily	primarily	ADV
spir-11118	230	36	directed	direct	VERB
spir-11118	230	37	toward	toward	ADP
spir-11118	230	38	private	private	ADJ
spir-11118	230	39	rather	rather	ADV
spir-11118	230	40	than	than	ADP
spir-11118	230	41	public	public	ADJ
spir-11118	230	42	actors	actor	NOUN
spir-11118	230	43	.	.	PUNCT
spir-11118	231	1	these	these	DET
spir-11118	231	2	findings	finding	NOUN
spir-11118	231	3	point	point	VERB
spir-11118	231	4	the	the	DET
spir-11118	231	5	way	way	NOUN
spir-11118	231	6	to	to	ADP
spir-11118	231	7	a	a	DET
spir-11118	231	8	more	more	ADV
spir-11118	231	9	complete	complete	ADJ
spir-11118	231	10	and	and	CCONJ
spir-11118	231	11	fruitful	fruitful	ADJ
spir-11118	231	12	discussion	discussion	NOUN
spir-11118	231	13	regarding	regard	VERB
spir-11118	231	14	propriety	propriety	NOUN
spir-11118	231	15	of	of	ADP
spir-11118	231	16	deploying	deploying	NOUN
spir-11118	231	17	of	of	ADP
spir-11118	231	18	algorithmic	algorithmic	ADJ
spir-11118	231	19	legal	legal	ADJ
spir-11118	231	20	metrics	metric	NOUN
spir-11118	231	21	.	.	PUNCT
spir-11118	232	1	references	reference	NOUN
spir-11118	232	2	(	(	PUNCT
spir-11118	232	3	1	1	X
spir-11118	232	4	)	)	PUNCT
spir-11118	232	5	margaret	margaret	PROPN
spir-11118	232	6	hu	hu	PROPN
spir-11118	232	7	,	,	PUNCT
spir-11118	232	8	algorithmic	algorithmic	PROPN
spir-11118	232	9	jim	jim	PROPN
spir-11118	232	10	crow	crow	PROPN
spir-11118	232	11	,	,	PUNCT
spir-11118	232	12	86	86	NUM
spir-11118	232	13	fordham	fordham	PROPN
spir-11118	232	14	l.	l.	PROPN
spir-11118	232	15	rev	rev	PROPN
spir-11118	232	16	.	.	PROPN
spir-11118	232	17	633	633	NUM
spir-11118	232	18	(	(	PUNCT
spir-11118	232	19	2017	2017	NUM
spir-11118	232	20	)	)	PUNCT
spir-11118	232	21	.	.	PUNCT
spir-11118	233	1	(	(	PUNCT
spir-11118	233	2	2	2	X
spir-11118	233	3	)	)	PUNCT
spir-11118	233	4	sonia	sonia	NOUN
spir-11118	233	5	katyal	katyal	NOUN
spir-11118	233	6	,	,	PUNCT
spir-11118	233	7	private	private	ADJ
spir-11118	233	8	accountability	accountability	NOUN
spir-11118	233	9	in	in	ADP
spir-11118	233	10	the	the	DET
spir-11118	233	11	age	age	NOUN
spir-11118	233	12	of	of	ADP
spir-11118	233	13	artificial	artificial	ADJ
spir-11118	233	14	intelligence	intelligence	NOUN
spir-11118	233	15	,	,	PUNCT
spir-11118	233	16	66	66	NUM
spir-11118	233	17	ucla	ucla	PROPN
spir-11118	233	18	l.	l.	PROPN
spir-11118	233	19	rev	rev	PROPN
spir-11118	233	20	.	.	PROPN
spir-11118	233	21	54	54	NUM
spir-11118	233	22	(	(	PUNCT
spir-11118	233	23	2019	2019	NUM
spir-11118	233	24	)	)	PUNCT
spir-11118	233	25	.	.	PUNCT
spir-11118	234	1	(	(	PUNCT
spir-11118	234	2	3	3	X
spir-11118	234	3	)	)	PUNCT
spir-11118	234	4	danielle	danielle	PROPN
spir-11118	234	5	keats	keats	PROPN
spir-11118	234	6	citron	citron	PROPN
spir-11118	234	7	,	,	PUNCT
spir-11118	234	8	technological	technological	ADJ
spir-11118	234	9	due	due	ADJ
spir-11118	234	10	process	process	NOUN
spir-11118	234	11	,	,	PUNCT
spir-11118	234	12	85	85	NUM
spir-11118	234	13	wash	wash	NOUN
spir-11118	234	14	.	.	PUNCT
spir-11118	235	1	u.	u.	PROPN
spir-11118	235	2	l.	l.	PROPN
spir-11118	235	3	rev	rev	PROPN
spir-11118	235	4	.	.	PROPN
spir-11118	235	5	1249	1249	NUM
spir-11118	235	6	,	,	PUNCT
spir-11118	235	7	1256	1256	NUM
spir-11118	235	8	(	(	PUNCT
spir-11118	235	9	2008	2008	NUM
spir-11118	235	10	)	)	PUNCT
spir-11118	235	11	.	.	PUNCT
spir-11118	236	1	(	(	PUNCT
spir-11118	236	2	4	4	X
spir-11118	236	3	)	)	PUNCT
spir-11118	236	4	solon	solon	NOUN
spir-11118	236	5	barocas	barocas	PROPN
spir-11118	236	6	&	&	CCONJ
spir-11118	236	7	andrew	andrew	PROPN
spir-11118	236	8	d.	d.	PROPN
spir-11118	236	9	selbst	selbst	PROPN
spir-11118	236	10	,	,	PUNCT
spir-11118	236	11	big	big	PROPN
spir-11118	236	12	data	datum	NOUN
spir-11118	236	13	’s	’s	PART
spir-11118	236	14	disparate	disparate	ADJ
spir-11118	236	15	impact	impact	NOUN
spir-11118	236	16	,	,	PUNCT
spir-11118	236	17	104	104	NUM
spir-11118	236	18	cal	cal	NOUN
spir-11118	236	19	.	.	PUNCT
spir-11118	237	1	l.	l.	PROPN
spir-11118	237	2	rev	rev	PROPN
spir-11118	237	3	.	.	PROPN
spir-11118	238	1	671	671	NUM
spir-11118	238	2	(	(	PUNCT
spir-11118	238	3	2016	2016	NUM
spir-11118	238	4	)	)	PUNCT
spir-11118	238	5	.	.	PUNCT
spir-11118	239	1	(	(	PUNCT
spir-11118	239	2	5	5	X
spir-11118	239	3	)	)	PUNCT
spir-11118	239	4	danielle	danielle	PROPN
spir-11118	239	5	k.	k.	PROPN
spir-11118	239	6	citron	citron	PROPN
spir-11118	239	7	&	&	CCONJ
spir-11118	239	8	frank	frank	PROPN
spir-11118	239	9	pasquale	pasquale	PROPN
spir-11118	239	10	,	,	PUNCT
spir-11118	239	11	the	the	DET
spir-11118	239	12	scored	score	VERB
spir-11118	239	13	society	society	NOUN
spir-11118	239	14	:	:	PUNCT
spir-11118	239	15	due	due	ADJ
spir-11118	239	16	process	process	NOUN
spir-11118	239	17	for	for	ADP
spir-11118	239	18	automated	automate	VERB
spir-11118	239	19	predictions	prediction	NOUN
spir-11118	239	20	,	,	PUNCT
spir-11118	239	21	89	89	NUM
spir-11118	239	22	wash	wash	NOUN
spir-11118	239	23	.	.	PUNCT
spir-11118	240	1	l.	l.	PROPN
spir-11118	240	2	rev	rev	PROPN
spir-11118	240	3	.	.	PROPN
spir-11118	240	4	1	1	NUM
spir-11118	240	5	(	(	PUNCT
spir-11118	240	6	2014	2014	NUM
spir-11118	240	7	)	)	PUNCT
spir-11118	240	8	.	.	PUNCT
spir-11118	241	1	(	(	PUNCT
spir-11118	241	2	6	6	X
spir-11118	241	3	)	)	PUNCT
spir-11118	241	4	kevin	kevin	PROPN
spir-11118	241	5	d.	d.	PROPN
spir-11118	241	6	haggerty	haggerty	PROPN
spir-11118	241	7	&	&	CCONJ
spir-11118	241	8	richard	richard	PROPN
spir-11118	241	9	v.	v.	PROPN
spir-11118	241	10	ericson	ericson	PROPN
spir-11118	241	11	,	,	PUNCT
spir-11118	241	12	the	the	DET
spir-11118	241	13	surveillant	surveillant	PROPN
spir-11118	241	14	assemblage	assemblage	PROPN
spir-11118	241	15	,	,	PUNCT
spir-11118	241	16	51	51	NUM
spir-11118	241	17	brit	brit	NOUN
spir-11118	241	18	.	.	PUNCT
spir-11118	242	1	j.	j.	PROPN
spir-11118	242	2	soc	soc	PROPN
spir-11118	242	3	.	.	PUNCT
spir-11118	243	1	605	605	NUM
spir-11118	243	2	(	(	PUNCT
spir-11118	243	3	2000	2000	NUM
spir-11118	243	4	)	)	PUNCT
spir-11118	243	5	.	.	PUNCT
spir-11118	244	1	(	(	PUNCT
spir-11118	244	2	7	7	X
spir-11118	244	3	)	)	PUNCT
spir-11118	244	4	marion	marion	NOUN
spir-11118	244	5	fourcade	fourcade	PROPN
spir-11118	244	6	&	&	CCONJ
spir-11118	244	7	kieran	kieran	PROPN
spir-11118	244	8	healy	healy	PROPN
spir-11118	244	9	,	,	PUNCT
spir-11118	244	10	seeing	see	VERB
spir-11118	244	11	like	like	ADP
spir-11118	244	12	a	a	DET
spir-11118	244	13	market	market	NOUN
spir-11118	244	14	,	,	PUNCT
spir-11118	244	15	15	15	NUM
spir-11118	244	16	socio	socio	NOUN
spir-11118	244	17	-	-	PUNCT
spir-11118	244	18	econ	econ	NOUN
spir-11118	244	19	.	.	PUNCT
spir-11118	245	1	rev	rev	PROPN
spir-11118	245	2	.	.	PROPN
spir-11118	245	3	9	9	NUM
spir-11118	245	4	,	,	PUNCT
spir-11118	245	5	24	24	NUM
spir-11118	245	6	(	(	PUNCT
spir-11118	245	7	2017	2017	NUM
spir-11118	245	8	)	)	PUNCT
spir-11118	245	9	(	(	PUNCT
spir-11118	245	10	8)	8)	NUM
spir-11118	245	11	wendy	wendy	PROPN
spir-11118	245	12	brown	brown	PROPN
spir-11118	245	13	,	,	PUNCT
spir-11118	245	14	wounded	wound	VERB
spir-11118	245	15	attachments	attachment	NOUN
spir-11118	245	16	,	,	PUNCT
spir-11118	245	17	21	21	NUM
spir-11118	245	18	pol	pol	NOUN
spir-11118	245	19	.	.	PUNCT
spir-11118	246	1	theory	theory	NOUN
spir-11118	246	2	390	390	NUM
spir-11118	246	3	(	(	PUNCT
spir-11118	246	4	1993	1993	NUM
spir-11118	246	5	)	)	PUNCT
spir-11118	246	6	.	.	PUNCT
spir-11118	247	1	(	(	PUNCT
spir-11118	247	2	9	9	X
spir-11118	247	3	)	)	PUNCT
spir-11118	247	4	hans	hans	PROPN
spir-11118	247	5	christoph	christoph	PROPN
spir-11118	247	6	grigoleit	grigoleit	PROPN
spir-11118	247	7	&	&	CCONJ
spir-11118	247	8	philip	philip	PROPN
spir-11118	247	9	maximillian	maximillian	PROPN
spir-11118	247	10	bender	bender	PROPN
spir-11118	247	11	,	,	PUNCT
spir-11118	247	12	the	the	DET
spir-11118	247	13	law	law	NOUN
spir-11118	247	14	between	between	ADP
spir-11118	247	15	generality	generality	NOUN
spir-11118	247	16	and	and	CCONJ
spir-11118	247	17	particularity	particularity	NOUN
spir-11118	247	18	–	–	PUNCT
spir-11118	247	19	potentials	potential	NOUN
spir-11118	247	20	and	and	CCONJ
spir-11118	247	21	limits	limit	NOUN
spir-11118	247	22	of	of	ADP
spir-11118	247	23	personalized	personalized	ADJ
spir-11118	247	24	law	law	NOUN
spir-11118	247	25	in	in	ADP
spir-11118	247	26	data	datum	NOUN
spir-11118	247	27	economy	economy	NOUN
spir-11118	247	28	and	and	CCONJ
spir-11118	247	29	algorithmic	algorithmic	ADJ
spir-11118	247	30	regulation	regulation	NOUN
spir-11118	247	31	:	:	PUNCT
spir-11118	247	32	a	a	DET
spir-11118	247	33	handbook	handbook	NOUN
spir-11118	247	34	on	on	ADP
spir-11118	247	35	personalized	personalized	ADJ
spir-11118	247	36	law	law	NOUN
spir-11118	247	37	(	(	PUNCT
spir-11118	247	38	christoph	christoph	PROPN
spir-11118	247	39	busch	busch	PROPN
spir-11118	247	40	&	&	CCONJ
spir-11118	247	41	alberto	alberto	PROPN
spir-11118	247	42	de	de	PROPN
spir-11118	247	43	franceschi	franceschi	PROPN
spir-11118	247	44	,	,	PUNCT
spir-11118	247	45	eds	eds	PROPN
spir-11118	247	46	.	.	PROPN
spir-11118	247	47	,	,	PUNCT
spir-11118	247	48	forthcoming	forthcoming	ADJ
spir-11118	247	49	2020	2020	NUM
spir-11118	247	50	)	)	PUNCT
spir-11118	247	51	.	.	PUNCT
spir-11118	248	1	(	(	PUNCT
spir-11118	248	2	10	10	NUM
spir-11118	248	3	)	)	PUNCT
spir-11118	248	4	karen	karen	PROPN
spir-11118	248	5	yeung	yeung	PROPN
spir-11118	248	6	.	.	PUNCT
spir-11118	249	1	‘	'	PUNCT
spir-11118	249	2	hypernudge	hypernudge	NOUN
spir-11118	249	3	’	'	PUNCT
spir-11118	249	4	:	:	PUNCT
spir-11118	249	5	big	big	ADJ
spir-11118	249	6	data	datum	NOUN
spir-11118	249	7	as	as	ADP
spir-11118	249	8	a	a	DET
spir-11118	249	9	mode	mode	NOUN
spir-11118	249	10	of	of	ADP
spir-11118	249	11	regulation	regulation	NOUN
spir-11118	249	12	by	by	ADP
spir-11118	249	13	design	design	NOUN
spir-11118	249	14	,	,	PUNCT
spir-11118	249	15	20	20	NUM
spir-11118	249	16	info	info	NOUN
spir-11118	249	17	.	.	PUNCT
spir-11118	250	1	comm	comm	NOUN
spir-11118	250	2	.	.	PUNCT
spir-11118	251	1	&	&	CCONJ
spir-11118	251	2	soc’y	soc’y	PROPN
spir-11118	251	3	,	,	PUNCT
spir-11118	251	4	118	118	NUM
spir-11118	251	5	(	(	PUNCT
spir-11118	251	6	2017	2017	NUM
spir-11118	251	7	)	)	PUNCT
spir-11118	251	8	.	.	PUNCT
spir-11118	252	1	(	(	PUNCT
spir-11118	252	2	11	11	NUM
spir-11118	252	3	)	)	PUNCT
spir-11118	252	4	shoshana	shoshana	PROPN
spir-11118	252	5	zuboff	zuboff	PROPN
spir-11118	252	6	,	,	PUNCT
spir-11118	252	7	the	the	DET
spir-11118	252	8	age	age	NOUN
spir-11118	252	9	of	of	ADP
spir-11118	252	10	surveillance	surveillance	NOUN
spir-11118	252	11	capitalism	capitalism	NOUN
spir-11118	252	12	:	:	PUNCT
spir-11118	252	13	the	the	DET
spir-11118	252	14	fight	fight	NOUN
spir-11118	252	15	for	for	ADP
spir-11118	252	16	a	a	DET
spir-11118	252	17	human	human	ADJ
spir-11118	252	18	future	future	NOUN
spir-11118	252	19	at	at	ADP
spir-11118	252	20	the	the	DET
spir-11118	252	21	new	new	ADJ
spir-11118	252	22	frontier	frontier	NOUN
spir-11118	252	23	of	of	ADP
spir-11118	252	24	power	power	NOUN
spir-11118	252	25	(	(	PUNCT
spir-11118	252	26	2019	2019	NUM
spir-11118	252	27	)	)	PUNCT
spir-11118	252	28	.	.	PUNCT
spir-11118	253	1	paper	paper	NOUN
spir-11118	253	2	4	4	NUM
spir-11118	253	3	:	:	PUNCT
spir-11118	253	4	a	a	DET
spir-11118	253	5	systematic	systematic	ADJ
spir-11118	253	6	literature	literature	NOUN
spir-11118	253	7	review	review	NOUN
spir-11118	253	8	of	of	ADP
spir-11118	253	9	ethical	ethical	ADJ
spir-11118	253	10	codes	code	NOUN
spir-11118	253	11	of	of	ADP
spir-11118	253	12	conduct	conduct	NOUN
spir-11118	253	13	in	in	ADP
spir-11118	253	14	the	the	DET
spir-11118	253	15	field	field	NOUN
spir-11118	253	16	of	of	ADP
spir-11118	253	17	internet	internet	NOUN
spir-11118	253	18	research	research	NOUN
spir-11118	253	19	aline	aline	PROPN
spir-11118	253	20	shakti	shakti	PROPN
spir-11118	253	21	franzke	franzke	PROPN
spir-11118	253	22	university	university	NOUN
spir-11118	253	23	duisburg	duisburg	PROPN
spir-11118	253	24	-	-	PUNCT
spir-11118	253	25	essen	essen	NOUN
spir-11118	253	26	suggested	suggest	VERB
spir-11118	253	27	citation	citation	NOUN
spir-11118	253	28	:	:	PUNCT
spir-11118	253	29	franzke	franzke	PROPN
spir-11118	253	30	,	,	PUNCT
spir-11118	253	31	a.s	a.s	PROPN
spir-11118	253	32	.	.	PROPN
spir-11118	253	33	(	(	PUNCT
spir-11118	253	34	2020	2020	NUM
spir-11118	253	35	,	,	PUNCT
spir-11118	253	36	october	october	PROPN
spir-11118	253	37	)	)	PUNCT
spir-11118	253	38	.	.	PUNCT
spir-11118	254	1	a	a	DET
spir-11118	254	2	systematic	systematic	ADJ
spir-11118	254	3	literature	literature	NOUN
spir-11118	254	4	review	review	NOUN
spir-11118	254	5	of	of	ADP
spir-11118	254	6	ethics	ethic	NOUN
spir-11118	254	7	codes	code	NOUN
spir-11118	254	8	of	of	ADP
spir-11118	254	9	conduct	conduct	NOUN
spir-11118	254	10	in	in	ADP
spir-11118	254	11	the	the	DET
spir-11118	254	12	field	field	NOUN
spir-11118	254	13	of	of	ADP
spir-11118	254	14	internet	internet	NOUN
spir-11118	254	15	research	research	NOUN
spir-11118	254	16	.	.	PUNCT
spir-11118	255	1	paper	paper	NOUN
spir-11118	255	2	presented	present	VERB
spir-11118	255	3	at	at	ADP
spir-11118	255	4	aoir	aoir	NOUN
spir-11118	255	5	2020	2020	NUM
spir-11118	255	6	:	:	PUNCT
spir-11118	255	7	the	the	DET
spir-11118	255	8	21th	21th	ADJ
spir-11118	255	9	annual	annual	ADJ
spir-11118	255	10	conference	conference	NOUN
spir-11118	255	11	of	of	ADP
spir-11118	255	12	the	the	DET
spir-11118	255	13	association	association	NOUN
spir-11118	255	14	of	of	ADP
spir-11118	255	15	internet	internet	NOUN
spir-11118	255	16	researchers	researcher	NOUN
spir-11118	255	17	.	.	PUNCT
spir-11118	256	1	virtual	virtual	ADJ
spir-11118	256	2	event	event	NOUN
spir-11118	256	3	:	:	PUNCT
spir-11118	256	4	aoir	aoir	NOUN
spir-11118	256	5	.	.	PUNCT
spir-11118	256	6	retrieved	retrieve	VERB
spir-11118	256	7	from	from	ADP
spir-11118	256	8	http://spir.aoir.org	http://spir.aoir.org	PROPN
spir-11118	256	9	.	.	PUNCT
spir-11118	257	1	purpose	purpose	NOUN
spir-11118	257	2	–	–	PUNCT
spir-11118	257	3	as	as	ADP
spir-11118	257	4	big	big	ADJ
spir-11118	257	5	data	datum	NOUN
spir-11118	257	6	and	and	CCONJ
spir-11118	257	7	artificial	artificial	ADJ
spir-11118	257	8	intelligence	intelligence	NOUN
spir-11118	257	9	/	/	SYM
spir-11118	257	10	machine	machine	NOUN
spir-11118	257	11	learning	learning	NOUN
spir-11118	257	12	proliferate	proliferate	NOUN
spir-11118	257	13	,	,	PUNCT
spir-11118	257	14	calls	call	VERB
spir-11118	257	15	for	for	ADP
spir-11118	257	16	ethical	ethical	ADJ
spir-11118	257	17	reflection	reflection	NOUN
spir-11118	257	18	emerge	emerge	NOUN
spir-11118	257	19	.	.	PUNCT
spir-11118	258	1	ethics	ethic	NOUN
spir-11118	258	2	guidelines	guideline	NOUN
spir-11118	258	3	play	play	VERB
spir-11118	258	4	a	a	DET
spir-11118	258	5	central	central	ADJ
spir-11118	258	6	role	role	NOUN
spir-11118	258	7	in	in	ADP
spir-11118	258	8	this	this	DET
spir-11118	258	9	respect	respect	NOUN
spir-11118	258	10	.	.	PUNCT
spir-11118	259	1	while	while	SCONJ
spir-11118	259	2	quantitative	quantitative	ADJ
spir-11118	259	3	research	research	NOUN
spir-11118	259	4	on	on	ADP
spir-11118	259	5	the	the	DET
spir-11118	259	6	ethics	ethic	NOUN
spir-11118	259	7	guidelines	guideline	NOUN
spir-11118	259	8	of	of	ADP
spir-11118	259	9	ai	ai	NOUN
spir-11118	259	10	has	have	AUX
spir-11118	259	11	been	be	AUX
spir-11118	259	12	undertaken	undertake	VERB
spir-11118	259	13	by	by	ADP
spir-11118	259	14	jobin	jobin	PROPN
spir-11118	259	15	et	et	PROPN
spir-11118	259	16	al	al	PROPN
spir-11118	259	17	.	.	PROPN
spir-11118	259	18	,	,	PUNCT
spir-11118	259	19	systematic	systematic	ADJ
spir-11118	259	20	qualitative	qualitative	ADJ
spir-11118	259	21	analysis	analysis	NOUN
spir-11118	259	22	of	of	ADP
spir-11118	259	23	the	the	DET
spir-11118	259	24	ethics	ethic	NOUN
spir-11118	259	25	guidelines	guideline	NOUN
spir-11118	259	26	pertaining	pertain	VERB
spir-11118	259	27	to	to	PART
spir-11118	259	28	ai	ai	VERB
spir-11118	259	29	/	/	SYM
spir-11118	259	30	big	big	ADJ
spir-11118	259	31	data	datum	NOUN
spir-11118	259	32	has	have	AUX
spir-11118	259	33	remained	remain	VERB
spir-11118	259	34	lacking	lack	VERB
spir-11118	259	35	.	.	PUNCT
spir-11118	260	1	design	design	NOUN
spir-11118	260	2	/	/	SYM
spir-11118	260	3	methodology	methodology	NOUN
spir-11118	260	4	/	/	SYM
spir-11118	260	5	approach	approach	NOUN
spir-11118	260	6	–	–	PUNCT
spir-11118	260	7	aiming	aim	VERB
spir-11118	260	8	to	to	PART
spir-11118	260	9	bridge	bridge	VERB
spir-11118	260	10	this	this	DET
spir-11118	260	11	research	research	NOUN
spir-11118	260	12	gap	gap	NOUN
spir-11118	260	13	,	,	PUNCT
spir-11118	260	14	this	this	DET
spir-11118	260	15	paper	paper	NOUN
spir-11118	260	16	analyses	analyse	VERB
spir-11118	260	17	85	85	NUM
spir-11118	260	18	international	international	ADJ
spir-11118	260	19	ethics	ethic	NOUN
spir-11118	260	20	guideline	guideline	NOUN
spir-11118	260	21	documents	document	NOUN
spir-11118	260	22	from	from	ADP
spir-11118	260	23	academia	academia	NOUN
spir-11118	260	24	,	,	PUNCT
spir-11118	260	25	ngos	ngo	NOUN
spir-11118	260	26	and	and	CCONJ
spir-11118	260	27	corporate	corporate	ADJ
spir-11118	260	28	backgrounds	background	NOUN
spir-11118	260	29	,	,	PUNCT
spir-11118	260	30	published	publish	VERB
spir-11118	260	31	between	between	ADP
spir-11118	260	32	the	the	DET
spir-11118	260	33	year	year	NOUN
spir-11118	260	34	2017	2017	NUM
spir-11118	260	35	-	-	SYM
spir-11118	260	36	2020	2020	NUM
spir-11118	260	37	.	.	PUNCT
spir-11118	261	1	findings	finding	NOUN
spir-11118	261	2	–	–	PUNCT
spir-11118	261	3	for	for	ADP
spir-11118	261	4	meaningful	meaningful	ADJ
spir-11118	261	5	ethics	ethic	NOUN
spir-11118	261	6	guidelines	guideline	NOUN
spir-11118	261	7	it	it	PRON
spir-11118	261	8	is	be	AUX
spir-11118	261	9	necessary	necessary	ADJ
spir-11118	261	10	to	to	PART
spir-11118	261	11	define	define	VERB
spir-11118	261	12	underlying	underlie	VERB
spir-11118	261	13	ethics	ethic	NOUN
spir-11118	261	14	approaches	approach	NOUN
spir-11118	261	15	,	,	PUNCT
spir-11118	261	16	to	to	PART
spir-11118	261	17	explicate	explicate	VERB
spir-11118	261	18	values	value	NOUN
spir-11118	261	19	and	and	CCONJ
spir-11118	261	20	possible	possible	ADJ
spir-11118	261	21	harms	harm	NOUN
spir-11118	261	22	.	.	PUNCT
spir-11118	262	1	therefore	therefore	ADV
spir-11118	262	2	,	,	PUNCT
spir-11118	262	3	virtue	virtue	NOUN
spir-11118	262	4	ethical	ethical	ADJ
spir-11118	262	5	approaches	approach	NOUN
spir-11118	262	6	are	be	AUX
spir-11118	262	7	recommended	recommend	VERB
spir-11118	262	8	.	.	PUNCT
spir-11118	263	1	originality	originality	NOUN
spir-11118	263	2	/	/	SYM
spir-11118	263	3	value	value	NOUN
spir-11118	263	4	–	–	PUNCT
spir-11118	263	5	the	the	DET
spir-11118	263	6	paper	paper	NOUN
spir-11118	263	7	provides	provide	VERB
spir-11118	263	8	fine	fine	ADV
spir-11118	263	9	-	-	PUNCT
spir-11118	263	10	grained	grain	VERB
spir-11118	263	11	qualitative	qualitative	ADJ
spir-11118	263	12	insights	insight	NOUN
spir-11118	263	13	into	into	ADP
spir-11118	263	14	the	the	DET
spir-11118	263	15	architecture	architecture	NOUN
spir-11118	263	16	of	of	ADP
spir-11118	263	17	ai	ai	PROPN
spir-11118	263	18	guidelines	guideline	NOUN
spir-11118	263	19	,	,	PUNCT
spir-11118	263	20	which	which	PRON
spir-11118	263	21	may	may	AUX
spir-11118	263	22	prove	prove	VERB
spir-11118	263	23	beneficial	beneficial	ADJ
spir-11118	263	24	for	for	ADP
spir-11118	263	25	developers	developer	NOUN
spir-11118	263	26	,	,	PUNCT
spir-11118	263	27	academics	academic	NOUN
spir-11118	263	28	and	and	CCONJ
spir-11118	263	29	regulators	regulator	NOUN
spir-11118	263	30	.	.	PUNCT
spir-11118	264	1	keywords	keyword	NOUN
spir-11118	264	2	–	–	PUNCT
spir-11118	264	3	artificial	artificial	ADJ
spir-11118	264	4	intelligence	intelligence	NOUN
spir-11118	264	5	,	,	PUNCT
spir-11118	264	6	ai	ai	VERB
spir-11118	264	7	ethics	ethic	NOUN
spir-11118	264	8	guidelines	guideline	NOUN
spir-11118	264	9	,	,	PUNCT
spir-11118	264	10	virtue	virtue	NOUN
spir-11118	264	11	ethics	ethic	NOUN
spir-11118	264	12	paper	paper	NOUN
spir-11118	264	13	type	type	NOUN
spir-11118	264	14	–	–	PUNCT
spir-11118	264	15	extended	extend	VERB
spir-11118	264	16	abstract	abstract	NOUN
spir-11118	264	17	_	_	PUNCT
spir-11118	265	1	_	_	PUNCT
spir-11118	266	1	_	_	PUNCT
spir-11118	267	1	_	_	PUNCT
spir-11118	268	1	_	_	PUNCT
spir-11118	269	1	_	_	PUNCT
spir-11118	270	1	_	_	PUNCT
spir-11118	271	1	_	_	PUNCT
spir-11118	272	1	_	_	PUNCT
spir-11118	273	1	_	_	PUNCT
spir-11118	274	1	_	_	PUNCT
spir-11118	275	1	_	_	PUNCT
spir-11118	276	1	_	_	PUNCT
spir-11118	277	1	_	_	PUNCT
spir-11118	278	1	_	_	PUNCT
spir-11118	279	1	_	_	PUNCT
spir-11118	280	1	_	_	PUNCT
spir-11118	281	1	_	_	PUNCT
spir-11118	282	1	_	_	PUNCT
spir-11118	283	1	_	_	PUNCT
spir-11118	284	1	_	_	PUNCT
spir-11118	285	1	_	_	PUNCT
spir-11118	286	1	_	_	PUNCT
spir-11118	287	1	_	_	PUNCT
spir-11118	288	1	_	_	PUNCT
spir-11118	289	1	_	_	PUNCT
spir-11118	290	1	_	_	PUNCT
spir-11118	291	1	_	_	PUNCT
spir-11118	292	1	_	_	PUNCT
spir-11118	293	1	_	_	PUNCT
spir-11118	294	1	_	_	PUNCT
spir-11118	295	1	_	_	PUNCT
spir-11118	296	1	_	_	PUNCT
spir-11118	297	1	_	_	PUNCT
spir-11118	298	1	_	_	PUNCT
spir-11118	299	1	_	_	PUNCT
spir-11118	300	1	_	_	PUNCT
spir-11118	301	1	_	_	PUNCT
spir-11118	302	1	_	_	PUNCT
spir-11118	303	1	_	_	PUNCT
spir-11118	304	1	_	_	PUNCT
spir-11118	305	1	_	_	PUNCT
spir-11118	306	1	_	_	PUNCT
spir-11118	307	1	_	_	PUNCT
spir-11118	308	1	_	_	PUNCT
spir-11118	309	1	_	_	PUNCT
spir-11118	310	1	_	_	PUNCT
spir-11118	311	1	_	_	PUNCT
spir-11118	312	1	_	_	PUNCT
spir-11118	313	1	_	_	PUNCT
spir-11118	314	1	_	_	PUNCT
spir-11118	315	1	_	_	PUNCT
spir-11118	316	1	_	_	PUNCT
spir-11118	317	1	_	_	PUNCT
spir-11118	318	1	_	_	PUNCT
spir-11118	319	1	_	_	PUNCT
spir-11118	320	1	_	_	PUNCT
spir-11118	321	1	_	_	PUNCT
spir-11118	322	1	_	_	PUNCT
spir-11118	323	1	_	_	PUNCT
spir-11118	324	1	_	_	PUNCT
spir-11118	325	1	_	_	PUNCT
spir-11118	326	1	_	_	PUNCT
spir-11118	327	1	_	_	PUNCT
spir-11118	328	1	_	_	PUNCT
spir-11118	329	1	_	_	PUNCT
spir-11118	329	2	introduction	introduction	NOUN
spir-11118	329	3	the	the	DET
spir-11118	329	4	question	question	NOUN
spir-11118	329	5	of	of	ADP
spir-11118	329	6	how	how	SCONJ
spir-11118	329	7	to	to	PART
spir-11118	329	8	engage	engage	VERB
spir-11118	329	9	with	with	ADP
spir-11118	329	10	ethical	ethical	ADJ
spir-11118	329	11	principles	principle	NOUN
spir-11118	329	12	in	in	ADP
spir-11118	329	13	the	the	DET
spir-11118	329	14	design	design	NOUN
spir-11118	329	15	,	,	PUNCT
spir-11118	329	16	implementation	implementation	NOUN
spir-11118	329	17	and	and	CCONJ
spir-11118	329	18	usage	usage	NOUN
spir-11118	329	19	of	of	ADP
spir-11118	329	20	ai	ai	NOUN
spir-11118	329	21	is	be	AUX
spir-11118	329	22	not	not	PART
spir-11118	329	23	only	only	ADV
spir-11118	329	24	frequently	frequently	ADV
spir-11118	329	25	discussed	discuss	VERB
spir-11118	329	26	across	across	ADP
spir-11118	329	27	the	the	DET
spir-11118	329	28	media	medium	NOUN
spir-11118	329	29	and	and	CCONJ
spir-11118	329	30	by	by	ADP
spir-11118	329	31	policymakers	policymaker	NOUN
spir-11118	329	32	,	,	PUNCT
spir-11118	329	33	but	but	CCONJ
spir-11118	329	34	is	be	AUX
spir-11118	329	35	also	also	ADV
spir-11118	329	36	at	at	ADP
spir-11118	329	37	the	the	DET
spir-11118	329	38	centre	centre	NOUN
spir-11118	329	39	of	of	ADP
spir-11118	329	40	a	a	DET
spir-11118	329	41	mushrooming	mushroom	VERB
spir-11118	329	42	debate	debate	NOUN
spir-11118	329	43	in	in	ADP
spir-11118	329	44	academia	academia	NOUN
spir-11118	329	45	.	.	PUNCT
spir-11118	330	1	robust	robust	ADJ
spir-11118	330	2	quantitative	quantitative	ADJ
spir-11118	330	3	research	research	NOUN
spir-11118	330	4	has	have	AUX
spir-11118	330	5	shown	show	VERB
spir-11118	330	6	that	that	SCONJ
spir-11118	330	7	ethics	ethic	NOUN
spir-11118	330	8	guidelines	guideline	NOUN
spir-11118	330	9	for	for	ADP
spir-11118	330	10	ai	ai	VERB
spir-11118	330	11	prioritise	prioritise	ADV
spir-11118	330	12	the	the	DET
spir-11118	330	13	values	value	NOUN
spir-11118	330	14	of	of	ADP
spir-11118	330	15	transparency	transparency	NOUN
spir-11118	330	16	,	,	PUNCT
spir-11118	330	17	justice	justice	NOUN
spir-11118	330	18	and	and	CCONJ
spir-11118	330	19	fairness	fairness	NOUN
spir-11118	330	20	,	,	PUNCT
spir-11118	330	21	non	non	ADJ
spir-11118	330	22	-	-	ADJ
spir-11118	330	23	maleficence	maleficence	ADJ
spir-11118	330	24	,	,	PUNCT
spir-11118	330	25	responsibility	responsibility	NOUN
spir-11118	330	26	,	,	PUNCT
spir-11118	330	27	beneficence	beneficence	NOUN
spir-11118	330	28	,	,	PUNCT
spir-11118	330	29	freedom	freedom	NOUN
spir-11118	330	30	and	and	CCONJ
spir-11118	330	31	autonomy	autonomy	NOUN
spir-11118	330	32	,	,	PUNCT
spir-11118	330	33	trust	trust	NOUN
spir-11118	330	34	,	,	PUNCT
spir-11118	330	35	sustainability	sustainability	NOUN
spir-11118	330	36	and	and	CCONJ
spir-11118	330	37	dignity	dignity	NOUN
spir-11118	330	38	(	(	PUNCT
spir-11118	330	39	jobin	jobin	PROPN
spir-11118	330	40	et	et	PROPN
spir-11118	330	41	al	al	PROPN
spir-11118	330	42	.	.	PROPN
spir-11118	330	43	2019	2019	NUM
spir-11118	330	44	,	,	PUNCT
spir-11118	330	45	p.	p.	NOUN
spir-11118	330	46	395	395	NUM
spir-11118	330	47	)	)	PUNCT
spir-11118	330	48	.	.	PUNCT
spir-11118	331	1	some	some	PRON
spir-11118	331	2	have	have	AUX
spir-11118	331	3	raised	raise	VERB
spir-11118	331	4	concerns	concern	NOUN
spir-11118	331	5	that	that	SCONJ
spir-11118	331	6	these	these	DET
spir-11118	331	7	principles	principle	NOUN
spir-11118	331	8	are	be	AUX
spir-11118	331	9	insufficient	insufficient	ADJ
spir-11118	331	10	for	for	ADP
spir-11118	331	11	ensuring	ensure	VERB
spir-11118	331	12	ethical	ethical	ADJ
spir-11118	331	13	ai	ai	NOUN
spir-11118	331	14	(	(	PUNCT
spir-11118	331	15	mittelstadt	mittelstadt	NOUN
spir-11118	331	16	2019	2019	NUM
spir-11118	331	17	)	)	PUNCT
spir-11118	331	18	.	.	PUNCT
spir-11118	332	1	the	the	DET
spir-11118	332	2	broad	broad	ADJ
spir-11118	332	3	field	field	NOUN
spir-11118	332	4	of	of	ADP
spir-11118	332	5	stakeholders	stakeholder	NOUN
spir-11118	332	6	and	and	CCONJ
spir-11118	332	7	developed	developed	ADJ
spir-11118	332	8	tools	tool	NOUN
spir-11118	332	9	make	make	VERB
spir-11118	332	10	it	it	PRON
spir-11118	332	11	difficult	difficult	ADJ
spir-11118	332	12	to	to	PART
spir-11118	332	13	oversee	oversee	VERB
spir-11118	332	14	the	the	DET
spir-11118	332	15	principles	principle	NOUN
spir-11118	332	16	and	and	CCONJ
spir-11118	332	17	categories	category	NOUN
spir-11118	332	18	involved	involve	VERB
spir-11118	332	19	(	(	PUNCT
spir-11118	332	20	morley	morley	PROPN
spir-11118	332	21	et	et	PROPN
spir-11118	332	22	al	al	PROPN
spir-11118	332	23	.	.	PROPN
spir-11118	332	24	2019	2019	NUM
spir-11118	332	25	)	)	PUNCT
spir-11118	332	26	.	.	PUNCT
spir-11118	333	1	the	the	DET
spir-11118	333	2	entanglement	entanglement	NOUN
spir-11118	333	3	between	between	ADP
spir-11118	333	4	ethics	ethic	NOUN
spir-11118	333	5	and	and	CCONJ
spir-11118	333	6	business	business	NOUN
spir-11118	333	7	has	have	AUX
spir-11118	333	8	been	be	AUX
spir-11118	333	9	highlighted	highlight	VERB
spir-11118	333	10	(	(	PUNCT
spir-11118	333	11	hagendorff	hagendorff	NOUN
spir-11118	333	12	2019	2019	NUM
spir-11118	333	13	,	,	PUNCT
spir-11118	333	14	p.107	p.107	ADJ
spir-11118	333	15	)	)	PUNCT
spir-11118	333	16	.	.	PUNCT
spir-11118	334	1	it	it	PRON
spir-11118	334	2	has	have	AUX
spir-11118	334	3	also	also	ADV
spir-11118	334	4	been	be	AUX
spir-11118	334	5	pointed	point	VERB
spir-11118	334	6	out	out	ADP
spir-11118	334	7	that	that	SCONJ
spir-11118	334	8	both	both	DET
spir-11118	334	9	technical	technical	ADJ
spir-11118	334	10	implications	implication	NOUN
spir-11118	334	11	are	be	AUX
spir-11118	334	12	frequently	frequently	ADV
spir-11118	334	13	missing	missing	ADJ
spir-11118	334	14	in	in	ADP
spir-11118	334	15	ethics	ethic	NOUN
spir-11118	334	16	guidelines	guideline	NOUN
spir-11118	334	17	and	and	CCONJ
spir-11118	334	18	their	their	PRON
spir-11118	334	19	legal	legal	ADJ
spir-11118	334	20	enforcement	enforcement	NOUN
spir-11118	334	21	has	have	AUX
spir-11118	334	22	been	be	AUX
spir-11118	334	23	lacking	lack	VERB
spir-11118	334	24	(	(	PUNCT
spir-11118	334	25	hagendorff	hagendorff	NOUN
spir-11118	334	26	2019	2019	NUM
spir-11118	334	27	,	,	PUNCT
spir-11118	334	28	p.111	p.111	ADJ
spir-11118	334	29	)	)	PUNCT
spir-11118	334	30	.	.	PUNCT
spir-11118	335	1	most	most	ADV
spir-11118	335	2	recently	recently	ADV
spir-11118	335	3	,	,	PUNCT
spir-11118	335	4	the	the	DET
spir-11118	335	5	normative	normative	ADJ
spir-11118	335	6	requirements	requirement	NOUN
spir-11118	335	7	that	that	PRON
spir-11118	335	8	arise	arise	VERB
spir-11118	335	9	from	from	ADP
spir-11118	335	10	these	these	DET
spir-11118	335	11	ethics	ethic	NOUN
spir-11118	335	12	guidelines	guideline	NOUN
spir-11118	335	13	have	have	AUX
spir-11118	335	14	been	be	AUX
spir-11118	335	15	highlighted	highlight	VERB
spir-11118	335	16	(	(	PUNCT
spir-11118	335	17	stahl	stahl	PROPN
spir-11118	335	18	,	,	PUNCT
spir-11118	335	19	ryan	ryan	PROPN
spir-11118	335	20	,	,	PUNCT
spir-11118	335	21	2020	2020	NUM
spir-11118	335	22	)	)	PUNCT
spir-11118	335	23	.	.	PUNCT
spir-11118	336	1	an	an	DET
spir-11118	336	2	extensive	extensive	ADJ
spir-11118	336	3	qualitative	qualitative	ADJ
spir-11118	336	4	analysis	analysis	NOUN
spir-11118	336	5	of	of	ADP
spir-11118	336	6	existing	exist	VERB
spir-11118	336	7	ethics	ethic	NOUN
spir-11118	336	8	guidelines	guideline	NOUN
spir-11118	336	9	of	of	ADP
spir-11118	336	10	ai	ai	NOUN
spir-11118	336	11	,	,	PUNCT
spir-11118	336	12	however	however	ADV
spir-11118	336	13	,	,	PUNCT
spir-11118	336	14	has	have	AUX
spir-11118	336	15	been	be	AUX
spir-11118	336	16	missing	miss	VERB
spir-11118	336	17	.	.	PUNCT
spir-11118	337	1	such	such	DET
spir-11118	337	2	an	an	DET
spir-11118	337	3	analysis	analysis	NOUN
spir-11118	337	4	is	be	AUX
spir-11118	337	5	not	not	PART
spir-11118	337	6	only	only	ADV
spir-11118	337	7	of	of	ADP
spir-11118	337	8	interest	interest	NOUN
spir-11118	337	9	to	to	ADP
spir-11118	337	10	the	the	DET
spir-11118	337	11	academic	academic	ADJ
spir-11118	337	12	debate	debate	NOUN
spir-11118	337	13	but	but	CCONJ
spir-11118	337	14	also	also	ADV
spir-11118	337	15	to	to	ADP
spir-11118	337	16	regulators	regulator	NOUN
spir-11118	337	17	,	,	PUNCT
spir-11118	337	18	who	who	PRON
spir-11118	337	19	seek	seek	VERB
spir-11118	337	20	to	to	PART
spir-11118	337	21	determine	determine	VERB
spir-11118	337	22	the	the	DET
spir-11118	337	23	soft	soft	ADJ
spir-11118	337	24	influence	influence	NOUN
spir-11118	337	25	ethics	ethic	NOUN
spir-11118	337	26	guidelines	guideline	NOUN
spir-11118	337	27	might	might	AUX
spir-11118	337	28	or	or	CCONJ
spir-11118	337	29	might	might	AUX
spir-11118	337	30	not	not	PART
spir-11118	337	31	have	have	VERB
spir-11118	337	32	.	.	PUNCT
spir-11118	338	1	the	the	DET
spir-11118	338	2	guiding	guide	VERB
spir-11118	338	3	interest	interest	NOUN
spir-11118	338	4	of	of	ADP
spir-11118	338	5	this	this	DET
spir-11118	338	6	paper	paper	NOUN
spir-11118	338	7	is	be	AUX
spir-11118	338	8	:	:	PUNCT
spir-11118	338	9	what	what	PRON
spir-11118	338	10	can	can	AUX
spir-11118	338	11	be	be	AUX
spir-11118	338	12	observed	observe	VERB
spir-11118	338	13	when	when	SCONJ
spir-11118	338	14	one	one	PRON
spir-11118	338	15	examines	examine	VERB
spir-11118	338	16	the	the	DET
spir-11118	338	17	extant	extant	ADJ
spir-11118	338	18	ethics	ethic	NOUN
spir-11118	338	19	guidelines	guideline	NOUN
spir-11118	338	20	of	of	ADP
spir-11118	338	21	ai	ai	VERB
spir-11118	338	22	in	in	ADP
spir-11118	338	23	a	a	DET
spir-11118	338	24	qualitative	qualitative	ADJ
spir-11118	338	25	manner	manner	NOUN
spir-11118	338	26	?	?	PUNCT
spir-11118	339	1	method	method	PROPN
spir-11118	339	2	algorithm	algorithm	PROPN
spir-11118	339	3	watch	watch	PROPN
spir-11118	339	4	,	,	PUNCT
spir-11118	339	5	crowdsourced	crowdsource	VERB
spir-11118	339	6	a	a	DET
spir-11118	339	7	global	global	ADJ
spir-11118	339	8	inventory	inventory	NOUN
spir-11118	339	9	of	of	ADP
spir-11118	339	10	ai	ai	PROPN
spir-11118	339	11	ethics	ethic	NOUN
spir-11118	339	12	guidelines	guideline	NOUN
spir-11118	339	13	(	(	PUNCT
spir-11118	339	14	https://inventory.algorithmwatch.org/	https://inventory.algorithmwatch.org/	NOUN
spir-11118	339	15	)	)	PUNCT
spir-11118	339	16	.	.	PUNCT
spir-11118	340	1	this	this	DET
spir-11118	340	2	list	list	NOUN
spir-11118	340	3	was	be	AUX
spir-11118	340	4	used	use	VERB
spir-11118	340	5	as	as	ADP
spir-11118	340	6	a	a	DET
spir-11118	340	7	starting	starting	NOUN
spir-11118	340	8	point	point	NOUN
spir-11118	340	9	.	.	PUNCT
spir-11118	341	1	167	167	NUM
spir-11118	341	2	articles	article	NOUN
spir-11118	341	3	from	from	ADP
spir-11118	341	4	the	the	DET
spir-11118	341	5	years	year	NOUN
spir-11118	341	6	2017	2017	NUM
spir-11118	341	7	-	-	SYM
spir-11118	341	8	2020	2020	NUM
spir-11118	341	9	have	have	AUX
spir-11118	341	10	been	be	AUX
spir-11118	341	11	extracted	extract	VERB
spir-11118	341	12	.	.	PUNCT
spir-11118	342	1	after	after	ADP
spir-11118	342	2	studying	study	VERB
spir-11118	342	3	title	title	NOUN
spir-11118	342	4	,	,	PUNCT
spir-11118	342	5	abstracts	abstract	NOUN
spir-11118	342	6	and	and	CCONJ
spir-11118	342	7	the	the	DET
spir-11118	342	8	entire	entire	ADJ
spir-11118	342	9	guidelines	guideline	NOUN
spir-11118	342	10	,	,	PUNCT
spir-11118	342	11	a	a	DET
spir-11118	342	12	total	total	ADJ
spir-11118	342	13	amount	amount	NOUN
spir-11118	342	14	of	of	ADP
spir-11118	342	15	85	85	NUM
spir-11118	342	16	was	be	AUX
spir-11118	342	17	finally	finally	ADV
spir-11118	342	18	included	include	VERB
spir-11118	342	19	in	in	ADP
spir-11118	342	20	the	the	DET
spir-11118	342	21	qualitative	qualitative	ADJ
spir-11118	342	22	analysis	analysis	NOUN
spir-11118	342	23	.	.	PUNCT
spir-11118	343	1	specific	specific	ADJ
spir-11118	343	2	values	value	NOUN
spir-11118	343	3	and	and	CCONJ
spir-11118	343	4	observations	observation	NOUN
spir-11118	343	5	regarding	regard	VERB
spir-11118	343	6	the	the	DET
spir-11118	343	7	architecture	architecture	NOUN
spir-11118	343	8	of	of	ADP
spir-11118	343	9	the	the	DET
spir-11118	343	10	document	document	NOUN
spir-11118	343	11	have	have	AUX
spir-11118	343	12	been	be	AUX
spir-11118	343	13	noted	note	VERB
spir-11118	343	14	for	for	ADP
spir-11118	343	15	each	each	DET
spir-11118	343	16	entry	entry	NOUN
spir-11118	343	17	.	.	PUNCT
spir-11118	344	1	findings	finding	VERB
spir-11118	344	2	the	the	DET
spir-11118	344	3	findings	finding	NOUN
spir-11118	344	4	can	can	AUX
spir-11118	344	5	be	be	AUX
spir-11118	344	6	grouped	group	VERB
spir-11118	344	7	into	into	ADP
spir-11118	344	8	three	three	NUM
spir-11118	344	9	categories	category	NOUN
spir-11118	344	10	:	:	PUNCT
spir-11118	344	11	1	1	NUM
spir-11118	344	12	)	)	PUNCT
spir-11118	344	13	theoretical	theoretical	ADJ
spir-11118	344	14	a	a	X
spir-11118	344	15	)	)	PUNCT
spir-11118	344	16	what	what	PRON
spir-11118	344	17	is	be	AUX
spir-11118	344	18	meant	mean	VERB
spir-11118	344	19	by	by	ADP
spir-11118	344	20	ethics	ethic	NOUN
spir-11118	344	21	in	in	ADP
spir-11118	344	22	the	the	DET
spir-11118	344	23	sample	sample	NOUN
spir-11118	344	24	?	?	PUNCT
spir-11118	345	1	guidelines	guideline	NOUN
spir-11118	345	2	frequently	frequently	ADV
spir-11118	345	3	use	use	VERB
spir-11118	345	4	the	the	DET
spir-11118	345	5	term	term	NOUN
spir-11118	345	6	ethics	ethic	NOUN
spir-11118	345	7	without	without	ADP
spir-11118	345	8	further	further	ADJ
spir-11118	345	9	clarification	clarification	NOUN
spir-11118	345	10	about	about	ADP
spir-11118	345	11	what	what	PRON
spir-11118	345	12	school	school	NOUN
spir-11118	345	13	of	of	ADP
spir-11118	345	14	ethics	ethic	NOUN
spir-11118	345	15	informs	inform	VERB
spir-11118	345	16	this	this	DET
spir-11118	345	17	usage	usage	NOUN
spir-11118	345	18	or	or	CCONJ
spir-11118	345	19	what	what	PRON
spir-11118	345	20	is	be	AUX
spir-11118	345	21	understood	understand	VERB
spir-11118	345	22	by	by	ADP
spir-11118	345	23	it	it	PRON
spir-11118	345	24	.	.	PUNCT
spir-11118	346	1	differing	differ	VERB
spir-11118	346	2	examples	example	NOUN
spir-11118	346	3	,	,	PUNCT
spir-11118	346	4	however	however	ADV
spir-11118	346	5	,	,	PUNCT
spir-11118	346	6	can	can	AUX
spir-11118	346	7	be	be	AUX
spir-11118	346	8	found	find	VERB
spir-11118	346	9	(	(	PUNCT
spir-11118	346	10	e.g.	e.g.	ADV
spir-11118	346	11	:	:	PUNCT
spir-11118	346	12	https://www.cnil.fr/sites/default/files/atoms/files/cnil_rapport_ai_gb_web.pdf	https://www.cnil.fr/sites/default/files/atoms/files/cnil_rapport_ai_gb_web.pdf	NUM
spir-11118	346	13	)	)	PUNCT
spir-11118	346	14	b	b	NOUN
spir-11118	346	15	)	)	PUNCT
spir-11118	346	16	what	what	PRON
spir-11118	346	17	is	be	AUX
spir-11118	346	18	meant	mean	VERB
spir-11118	346	19	by	by	ADP
spir-11118	346	20	specific	specific	ADJ
spir-11118	346	21	values	value	NOUN
spir-11118	346	22	in	in	ADP
spir-11118	346	23	the	the	DET
spir-11118	346	24	sample	sample	NOUN
spir-11118	346	25	?	?	PUNCT
spir-11118	347	1	values	value	NOUN
spir-11118	347	2	are	be	AUX
spir-11118	347	3	introduced	introduce	VERB
spir-11118	347	4	without	without	ADP
spir-11118	347	5	specifying	specify	VERB
spir-11118	347	6	how	how	SCONJ
spir-11118	347	7	to	to	PART
spir-11118	347	8	define	define	VERB
spir-11118	347	9	them	they	PRON
spir-11118	347	10	,	,	PUNCT
spir-11118	347	11	creating	create	VERB
spir-11118	347	12	something	something	PRON
spir-11118	347	13	of	of	ADP
spir-11118	347	14	a	a	DET
spir-11118	347	15	“	"	PUNCT
spir-11118	347	16	value	value	NOUN
spir-11118	347	17	monoculture	monoculture	NOUN
spir-11118	347	18	”	"	PUNCT
spir-11118	347	19	.	.	PUNCT
spir-11118	348	1	while	while	SCONJ
spir-11118	348	2	privacy	privacy	NOUN
spir-11118	348	3	is	be	AUX
spir-11118	348	4	frequently	frequently	ADV
spir-11118	348	5	mentioned	mention	VERB
spir-11118	348	6	,	,	PUNCT
spir-11118	348	7	only	only	ADV
spir-11118	348	8	a	a	DET
spir-11118	348	9	handful	handful	NOUN
spir-11118	348	10	of	of	ADP
spir-11118	348	11	guidelines	guideline	NOUN
spir-11118	348	12	address	address	NOUN
spir-11118	348	13	de	de	X
spir-11118	348	14	facto	facto	X
spir-11118	348	15	privacy	privacy	NOUN
spir-11118	348	16	breaches	breach	NOUN
spir-11118	348	17	and	and	CCONJ
spir-11118	348	18	the	the	DET
spir-11118	348	19	implications	implication	NOUN
spir-11118	348	20	of	of	ADP
spir-11118	348	21	these	these	PRON
spir-11118	348	22	in	in	ADP
spir-11118	348	23	the	the	DET
spir-11118	348	24	lives	life	NOUN
spir-11118	348	25	of	of	ADP
spir-11118	348	26	those	those	DET
spir-11118	348	27	affected	affect	VERB
spir-11118	348	28	(	(	PUNCT
spir-11118	348	29	e.g.	e.g.	ADV
spir-11118	348	30	https://ec.europa.eu/futurium/en/ai-allianceconsultation	https://ec.europa.eu/futurium/en/ai-allianceconsultation	NOUN
spir-11118	348	31	,	,	PUNCT
spir-11118	348	32	https://www.montrealdeclaration-responsibleai.com/the-declaration	https://www.montrealdeclaration-responsibleai.com/the-declaration	NOUN
spir-11118	348	33	)	)	PUNCT
spir-11118	348	34	c	c	X
spir-11118	348	35	)	)	PUNCT
spir-11118	348	36	utilitarian	utilitarian	ADJ
spir-11118	348	37	dominance	dominance	NOUN
spir-11118	348	38	if	if	SCONJ
spir-11118	348	39	there	there	PRON
spir-11118	348	40	is	be	VERB
spir-11118	348	41	any	any	DET
spir-11118	348	42	indication	indication	NOUN
spir-11118	348	43	of	of	ADP
spir-11118	348	44	a	a	DET
spir-11118	348	45	moral	moral	ADJ
spir-11118	348	46	tradition	tradition	NOUN
spir-11118	348	47	,	,	PUNCT
spir-11118	348	48	it	it	PRON
spir-11118	348	49	is	be	AUX
spir-11118	348	50	almost	almost	ADV
spir-11118	348	51	invariably	invariably	ADV
spir-11118	348	52	a	a	DET
spir-11118	348	53	utilitarian	utilitarian	ADJ
spir-11118	348	54	one	one	NOUN
spir-11118	348	55	(	(	PUNCT
spir-11118	348	56	f.e	f.e	PROPN
spir-11118	348	57	:	:	PUNCT
spir-11118	348	58	https://www.accenture.com/gb-en/company-responsible-ai-robotics	https://www.accenture.com/gb-en/company-responsible-ai-robotic	NOUN
spir-11118	348	59	)	)	PUNCT
spir-11118	348	60	d	d	NOUN
spir-11118	348	61	)	)	PUNCT
spir-11118	348	62	“	"	PUNCT
spir-11118	348	63	dialogical	dialogical	ADJ
spir-11118	348	64	”	"	PUNCT
spir-11118	348	65	absence	absence	NOUN
spir-11118	348	66	in	in	ADP
spir-11118	348	67	most	most	ADJ
spir-11118	348	68	of	of	ADP
spir-11118	348	69	the	the	DET
spir-11118	348	70	approaches	approach	NOUN
spir-11118	348	71	dialogical	dialogical	ADJ
spir-11118	348	72	,	,	PUNCT
spir-11118	348	73	deliberative	deliberative	ADJ
spir-11118	348	74	elements	element	NOUN
spir-11118	348	75	are	be	AUX
spir-11118	348	76	missing	miss	VERB
spir-11118	348	77	.	.	PUNCT
spir-11118	349	1	deliberative	deliberative	ADJ
spir-11118	349	2	group	group	NOUN
spir-11118	349	3	focused	focus	VERB
spir-11118	349	4	processes	process	NOUN
spir-11118	349	5	,	,	PUNCT
spir-11118	349	6	however	however	ADV
spir-11118	349	7	,	,	PUNCT
spir-11118	349	8	would	would	AUX
spir-11118	349	9	help	help	VERB
spir-11118	349	10	to	to	PART
spir-11118	349	11	dismantle	dismantle	VERB
spir-11118	349	12	open	open	ADJ
spir-11118	349	13	questions	question	NOUN
spir-11118	349	14	about	about	ADP
spir-11118	349	15	how	how	SCONJ
spir-11118	349	16	to	to	PART
spir-11118	349	17	put	put	VERB
spir-11118	349	18	ethics	ethic	NOUN
spir-11118	349	19	into	into	ADP
spir-11118	349	20	action	action	NOUN
spir-11118	349	21	(	(	PUNCT
spir-11118	349	22	e.g.	e.g.	ADV
spir-11118	349	23	https://dataschool.nl/de/deda/	https://dataschool.nl/de/deda/	ADJ
spir-11118	349	24	)	)	PUNCT
spir-11118	349	25	2	2	NUM
spir-11118	349	26	)	)	PUNCT
spir-11118	349	27	individual	individual	ADJ
spir-11118	349	28	level	level	NOUN
spir-11118	349	29	e	e	NOUN
spir-11118	349	30	)	)	PUNCT
spir-11118	349	31	what	what	PRON
spir-11118	349	32	kind	kind	NOUN
spir-11118	349	33	of	of	ADP
spir-11118	349	34	specific	specific	ADJ
spir-11118	349	35	harm	harm	NOUN
spir-11118	349	36	is	be	AUX
spir-11118	349	37	imagined	imagine	VERB
spir-11118	349	38	in	in	ADP
spir-11118	349	39	the	the	DET
spir-11118	349	40	sample	sample	NOUN
spir-11118	349	41	?	?	PUNCT
spir-11118	350	1	if	if	SCONJ
spir-11118	350	2	guidelines	guideline	NOUN
spir-11118	350	3	speak	speak	VERB
spir-11118	350	4	about	about	ADP
spir-11118	350	5	harm	harm	NOUN
spir-11118	350	6	,	,	PUNCT
spir-11118	350	7	frequently	frequently	ADV
spir-11118	350	8	they	they	PRON
spir-11118	350	9	do	do	AUX
spir-11118	350	10	n’t	not	PART
spir-11118	350	11	specify	specify	VERB
spir-11118	350	12	what	what	PRON
spir-11118	350	13	kind	kind	NOUN
spir-11118	350	14	of	of	ADP
spir-11118	350	15	harm	harm	NOUN
spir-11118	350	16	could	could	AUX
spir-11118	350	17	actually	actually	ADV
spir-11118	350	18	occur	occur	VERB
spir-11118	350	19	,	,	PUNCT
spir-11118	350	20	or	or	CCONJ
spir-11118	350	21	what	what	PRON
spir-11118	350	22	the	the	DET
spir-11118	350	23	specific	specific	ADJ
spir-11118	350	24	dangers	danger	NOUN
spir-11118	350	25	of	of	ADP
spir-11118	350	26	unethical	unethical	ADJ
spir-11118	350	27	ai	ai	NOUN
spir-11118	350	28	would	would	AUX
spir-11118	350	29	be	be	AUX
spir-11118	350	30	(	(	PUNCT
spir-11118	350	31	exceptions	exception	NOUN
spir-11118	350	32	are	be	AUX
spir-11118	350	33	:	:	PUNCT
spir-11118	350	34	https://fpf.org/wp-content/uploads/2017/12/fpf-automateddecision-making-harms-and-mitigation-charts.pdf	https://fpf.org/wp-content/uploads/2017/12/fpf-automateddecision-making-harms-and-mitigation-charts.pdf	ADJ
spir-11118	350	35	)	)	PUNCT
spir-11118	350	36	.	.	PUNCT
spir-11118	351	1	f	f	X
spir-11118	351	2	)	)	PUNCT
spir-11118	351	3	who	who	PRON
spir-11118	351	4	might	might	AUX
spir-11118	351	5	be	be	AUX
spir-11118	351	6	excluded	exclude	VERB
spir-11118	351	7	?	?	PUNCT
spir-11118	352	1	if	if	SCONJ
spir-11118	352	2	datasets	dataset	NOUN
spir-11118	352	3	are	be	AUX
spir-11118	352	4	referred	refer	VERB
spir-11118	352	5	to	to	ADP
spir-11118	352	6	,	,	PUNCT
spir-11118	352	7	there	there	PRON
spir-11118	352	8	is	be	VERB
spir-11118	352	9	often	often	ADV
spir-11118	352	10	no	no	DET
spir-11118	352	11	clear	clear	ADJ
spir-11118	352	12	indication	indication	NOUN
spir-11118	352	13	about	about	ADP
spir-11118	352	14	what	what	PRON
spir-11118	352	15	kind	kind	NOUN
spir-11118	352	16	of	of	ADP
spir-11118	352	17	groups	group	NOUN
spir-11118	352	18	of	of	ADP
spir-11118	352	19	people	people	NOUN
spir-11118	352	20	might	might	AUX
spir-11118	352	21	be	be	AUX
spir-11118	352	22	excluded	exclude	VERB
spir-11118	352	23	(	(	PUNCT
spir-11118	352	24	exception	exception	NOUN
spir-11118	352	25	:	:	PUNCT
spir-11118	352	26	https://i.unu.edu/media/cs.unu.edu/page/4453/unumacau_data_marginalization_flyer.pdf	https://i.unu.edu/media/cs.unu.edu/page/4453/unumacau_data_marginalization_flyer.pdf	NOUN
spir-11118	352	27	)	)	PUNCT
spir-11118	352	28	.	.	PUNCT
spir-11118	353	1	3	3	X
spir-11118	353	2	)	)	PUNCT
spir-11118	353	3	institutional	institutional	ADJ
spir-11118	353	4	and	and	CCONJ
spir-11118	353	5	regulative	regulative	ADJ
spir-11118	353	6	level	level	NOUN
spir-11118	353	7	g	g	NOUN
spir-11118	353	8	)	)	PUNCT
spir-11118	353	9	how	how	SCONJ
spir-11118	353	10	to	to	PART
spir-11118	353	11	follow	follow	VERB
spir-11118	353	12	-	-	PUNCT
spir-11118	353	13	up	up	ADP
spir-11118	353	14	new	new	ADJ
spir-11118	353	15	findings	finding	NOUN
spir-11118	353	16	and	and	CCONJ
spir-11118	353	17	implement	implement	VERB
spir-11118	353	18	ethical	ethical	ADJ
spir-11118	353	19	reflection	reflection	NOUN
spir-11118	353	20	into	into	ADP
spir-11118	353	21	institutional	institutional	ADJ
spir-11118	353	22	settings	setting	NOUN
spir-11118	353	23	?	?	PUNCT
spir-11118	354	1	frequently	frequently	ADV
spir-11118	354	2	there	there	PRON
spir-11118	354	3	is	be	VERB
spir-11118	354	4	no	no	DET
spir-11118	354	5	indication	indication	NOUN
spir-11118	354	6	of	of	ADP
spir-11118	354	7	how	how	SCONJ
spir-11118	354	8	to	to	PART
spir-11118	354	9	operationalise	operationalise	VERB
spir-11118	354	10	the	the	DET
spir-11118	354	11	findings	finding	NOUN
spir-11118	354	12	of	of	ADP
spir-11118	354	13	the	the	DET
spir-11118	354	14	ethics	ethic	NOUN
spir-11118	354	15	reflection	reflection	NOUN
spir-11118	354	16	in	in	ADP
spir-11118	354	17	follow	follow	NOUN
spir-11118	354	18	-	-	PUNCT
spir-11118	354	19	up	up	ADP
spir-11118	354	20	steps	step	NOUN
spir-11118	354	21	(	(	PUNCT
spir-11118	354	22	exception	exception	NOUN
spir-11118	354	23	:	:	PUNCT
spir-11118	354	24	https://theodi.org/wpcontent/uploads/2019/07/odi-data-ethics-canvas-2019-05.pdf	https://theodi.org/wpcontent/uploads/2019/07/odi-data-ethics-canvas-2019-05.pdf	NOUN
spir-11118	354	25	)	)	PUNCT
spir-11118	354	26	.	.	PUNCT
spir-11118	355	1	h	h	X
spir-11118	355	2	)	)	PUNCT
spir-11118	355	3	how	how	SCONJ
spir-11118	355	4	to	to	PART
spir-11118	355	5	regulate	regulate	VERB
spir-11118	355	6	the	the	DET
spir-11118	355	7	use	use	NOUN
spir-11118	355	8	of	of	ADP
spir-11118	355	9	big	big	ADJ
spir-11118	355	10	data	datum	NOUN
spir-11118	355	11	analysis	analysis	NOUN
spir-11118	355	12	?	?	PUNCT
spir-11118	356	1	there	there	PRON
spir-11118	356	2	is	be	VERB
spir-11118	356	3	on	on	ADP
spir-11118	356	4	the	the	DET
spir-11118	356	5	whole	whole	ADJ
spir-11118	356	6	no	no	DET
spir-11118	356	7	indication	indication	NOUN
spir-11118	356	8	of	of	ADP
spir-11118	356	9	how	how	SCONJ
spir-11118	356	10	to	to	PART
spir-11118	356	11	contact	contact	VERB
spir-11118	356	12	legal	legal	ADJ
spir-11118	356	13	entities	entity	NOUN
spir-11118	356	14	and	and	CCONJ
spir-11118	356	15	report	report	NOUN
spir-11118	356	16	on	on	ADP
spir-11118	356	17	possible	possible	ADJ
spir-11118	356	18	findings	finding	NOUN
spir-11118	356	19	or	or	CCONJ
spir-11118	356	20	discovered	discover	VERB
spir-11118	356	21	“	"	PUNCT
spir-11118	356	22	to	to	PART
spir-11118	356	23	do	do	VERB
spir-11118	356	24	’s	’s	ADV
spir-11118	356	25	”	"	PUNCT
spir-11118	356	26	within	within	ADP
spir-11118	356	27	ethics	ethic	NOUN
spir-11118	356	28	reflection	reflection	NOUN
spir-11118	356	29	(	(	PUNCT
spir-11118	356	30	exception	exception	NOUN
spir-11118	356	31	:	:	PUNCT
spir-11118	356	32	https://ec.europa.eu/futurium/en/ai-alliance-consultation	https://ec.europa.eu/futurium/en/ai-alliance-consultation	NOUN
spir-11118	356	33	)	)	PUNCT
spir-11118	356	34	.	.	PUNCT
spir-11118	357	1	discussion	discussion	NOUN
spir-11118	357	2	these	these	DET
spir-11118	357	3	qualitative	qualitative	ADJ
spir-11118	357	4	findings	finding	NOUN
spir-11118	357	5	provide	provide	VERB
spir-11118	357	6	a	a	DET
spir-11118	357	7	contribution	contribution	NOUN
spir-11118	357	8	to	to	ADP
spir-11118	357	9	the	the	DET
spir-11118	357	10	discussion	discussion	NOUN
spir-11118	357	11	on	on	ADP
spir-11118	357	12	the	the	DET
spir-11118	357	13	meaningful	meaningful	ADJ
spir-11118	357	14	design	design	NOUN
spir-11118	357	15	and	and	CCONJ
spir-11118	357	16	use	use	NOUN
spir-11118	357	17	of	of	ADP
spir-11118	357	18	ethics	ethic	NOUN
spir-11118	357	19	guidelines	guideline	NOUN
spir-11118	357	20	of	of	ADP
spir-11118	357	21	ai	ai	NOUN
spir-11118	357	22	.	.	PUNCT
spir-11118	358	1	without	without	ADP
spir-11118	358	2	a	a	DET
spir-11118	358	3	clear	clear	ADJ
spir-11118	358	4	understanding	understanding	NOUN
spir-11118	358	5	of	of	ADP
spir-11118	358	6	the	the	DET
spir-11118	358	7	underlying	underlie	VERB
spir-11118	358	8	approach	approach	NOUN
spir-11118	358	9	to	to	ADP
spir-11118	358	10	ethics	ethic	NOUN
spir-11118	358	11	,	,	PUNCT
spir-11118	358	12	and	and	CCONJ
spir-11118	358	13	the	the	DET
spir-11118	358	14	definition	definition	NOUN
spir-11118	358	15	of	of	ADP
spir-11118	358	16	values	value	NOUN
spir-11118	358	17	,	,	PUNCT
spir-11118	358	18	ethics	ethic	NOUN
spir-11118	358	19	guidelines	guideline	NOUN
spir-11118	358	20	risk	risk	NOUN
spir-11118	358	21	to	to	PART
spir-11118	358	22	legitimize	legitimize	VERB
spir-11118	358	23	common	common	ADJ
spir-11118	358	24	practice	practice	NOUN
spir-11118	358	25	in	in	ADP
spir-11118	358	26	the	the	DET
spir-11118	358	27	respective	respective	ADJ
spir-11118	358	28	field	field	NOUN
spir-11118	358	29	of	of	ADP
spir-11118	358	30	application	application	NOUN
spir-11118	358	31	,	,	PUNCT
spir-11118	358	32	to	to	PART
spir-11118	358	33	conceal	conceal	VERB
spir-11118	358	34	political	political	ADJ
spir-11118	358	35	positions	position	NOUN
spir-11118	358	36	,	,	PUNCT
spir-11118	358	37	to	to	PART
spir-11118	358	38	function	function	VERB
spir-11118	358	39	solely	solely	ADV
spir-11118	358	40	as	as	ADP
spir-11118	358	41	a	a	DET
spir-11118	358	42	public	public	ADJ
spir-11118	358	43	relations	relation	NOUN
spir-11118	358	44	strategy	strategy	NOUN
spir-11118	358	45	and	and	CCONJ
spir-11118	358	46	to	to	PART
spir-11118	358	47	be	be	AUX
spir-11118	358	48	without	without	ADP
spir-11118	358	49	consequences	consequence	NOUN
spir-11118	358	50	.	.	PUNCT
spir-11118	359	1	for	for	ADP
spir-11118	359	2	example	example	NOUN
spir-11118	359	3	,	,	PUNCT
spir-11118	359	4	speaking	speak	VERB
spir-11118	359	5	about	about	ADP
spir-11118	359	6	privacy	privacy	NOUN
spir-11118	359	7	alone	alone	ADV
spir-11118	359	8	without	without	ADP
spir-11118	359	9	specifying	specify	VERB
spir-11118	359	10	what	what	PRON
spir-11118	359	11	we	we	PRON
spir-11118	359	12	exactly	exactly	ADV
spir-11118	359	13	is	be	AUX
spir-11118	359	14	meant	mean	VERB
spir-11118	359	15	by	by	ADP
spir-11118	359	16	it	it	PRON
spir-11118	359	17	is	be	AUX
spir-11118	359	18	not	not	PART
spir-11118	359	19	sufficient	sufficient	ADJ
spir-11118	359	20	.	.	PUNCT
spir-11118	360	1	undoubtedly	undoubtedly	ADV
spir-11118	360	2	,	,	PUNCT
spir-11118	360	3	the	the	DET
spir-11118	360	4	current	current	ADJ
spir-11118	360	5	difficulty	difficulty	NOUN
spir-11118	360	6	lies	lie	VERB
spir-11118	360	7	in	in	ADP
spir-11118	360	8	the	the	DET
spir-11118	360	9	details	detail	NOUN
spir-11118	360	10	of	of	ADP
spir-11118	360	11	how	how	SCONJ
spir-11118	360	12	values	value	NOUN
spir-11118	360	13	could	could	AUX
spir-11118	360	14	be	be	AUX
spir-11118	360	15	operationalized	operationalize	VERB
spir-11118	360	16	.	.	PUNCT
spir-11118	361	1	however	however	ADV
spir-11118	361	2	,	,	PUNCT
spir-11118	361	3	even	even	ADV
spir-11118	361	4	though	though	SCONJ
spir-11118	361	5	this	this	DET
spir-11118	361	6	point	point	NOUN
spir-11118	361	7	is	be	AUX
spir-11118	361	8	important	important	ADJ
spir-11118	361	9	,	,	PUNCT
spir-11118	361	10	it	it	PRON
spir-11118	361	11	oversees	oversee	VERB
spir-11118	361	12	the	the	DET
spir-11118	361	13	necessity	necessity	NOUN
spir-11118	361	14	for	for	ADP
spir-11118	361	15	ethical	ethical	ADJ
spir-11118	361	16	dialogue	dialogue	NOUN
spir-11118	361	17	and	and	CCONJ
spir-11118	361	18	deliberation	deliberation	NOUN
spir-11118	361	19	.	.	PUNCT
spir-11118	362	1	ethics	ethic	NOUN
spir-11118	362	2	guidelines	guideline	NOUN
spir-11118	362	3	at	at	ADP
spir-11118	362	4	their	their	PRON
spir-11118	362	5	best	good	ADJ
spir-11118	362	6	serve	serve	NOUN
spir-11118	362	7	to	to	PART
spir-11118	362	8	stabilize	stabilize	VERB
spir-11118	362	9	and	and	CCONJ
spir-11118	362	10	distil	distil	VERB
spir-11118	362	11	standards	standard	NOUN
spir-11118	362	12	,	,	PUNCT
spir-11118	362	13	point	point	NOUN
spir-11118	362	14	toward	toward	ADP
spir-11118	362	15	opaqueness	opaqueness	NOUN
spir-11118	362	16	and	and	CCONJ
spir-11118	362	17	establish	establish	VERB
spir-11118	362	18	best	good	ADJ
spir-11118	362	19	practices	practice	NOUN
spir-11118	362	20	.	.	PUNCT
spir-11118	363	1	in	in	ADP
spir-11118	363	2	order	order	NOUN
spir-11118	363	3	to	to	PART
spir-11118	363	4	establish	establish	VERB
spir-11118	363	5	these	these	PRON
spir-11118	363	6	,	,	PUNCT
spir-11118	363	7	more	more	ADJ
spir-11118	363	8	virtue	virtue	NOUN
spir-11118	363	9	ethical	ethical	ADJ
spir-11118	363	10	approaches	approach	NOUN
spir-11118	363	11	to	to	ADP
spir-11118	363	12	ethics	ethic	NOUN
spir-11118	363	13	guidelines	guideline	NOUN
spir-11118	363	14	of	of	ADP
spir-11118	363	15	ai	ai	NOUN
spir-11118	363	16	,	,	PUNCT
spir-11118	363	17	which	which	PRON
spir-11118	363	18	are	be	AUX
spir-11118	363	19	sensitive	sensitive	ADJ
spir-11118	363	20	to	to	ADP
spir-11118	363	21	the	the	DET
spir-11118	363	22	specific	specific	ADJ
spir-11118	363	23	context	context	NOUN
spir-11118	363	24	could	could	AUX
spir-11118	363	25	be	be	AUX
spir-11118	363	26	helpful	helpful	ADJ
spir-11118	363	27	because	because	SCONJ
spir-11118	363	28	they	they	PRON
spir-11118	363	29	entail	entail	VERB
spir-11118	363	30	more	more	ADV
spir-11118	363	31	deliberative	deliberative	ADJ
spir-11118	363	32	understandings	understanding	NOUN
spir-11118	363	33	of	of	ADP
spir-11118	363	34	what	what	PRON
spir-11118	363	35	it	it	PRON
spir-11118	363	36	means	mean	VERB
spir-11118	363	37	to	to	PART
spir-11118	363	38	do	do	VERB
spir-11118	363	39	ethics	ethic	NOUN
spir-11118	363	40	.	.	PUNCT
spir-11118	364	1	references	reference	NOUN
spir-11118	364	2	accenture	accenture	NOUN
spir-11118	364	3	(	(	PUNCT
spir-11118	364	4	2020	2020	NUM
spir-11118	364	5	)	)	PUNCT
spir-11118	364	6	.	.	PUNCT
spir-11118	365	1	responsible	responsible	ADJ
spir-11118	365	2	ai	ai	NOUN
spir-11118	365	3	and	and	CCONJ
spir-11118	365	4	robotics	robotic	NOUN
spir-11118	365	5	:	:	PUNCT
spir-11118	365	6	an	an	DET
spir-11118	365	7	ethical	ethical	ADJ
spir-11118	365	8	framework	framework	NOUN
spir-11118	365	9	.	.	PUNCT
spir-11118	366	1	last	last	ADJ
spir-11118	366	2	accessed	access	VERB
spir-11118	366	3	:	:	PUNCT
spir-11118	366	4	28.8.202	28.8.202	X
spir-11118	366	5	.	.	PUNCT
spir-11118	367	1	online	online	ADJ
spir-11118	367	2	:	:	PUNCT
spir-11118	368	1	https://www.accenture.com/gb-en/company-responsible-ai-robotics	https://www.accenture.com/gb-en/company-responsible-ai-robotic	NOUN
spir-11118	368	2	algorithm	algorithm	NOUN
spir-11118	368	3	watch	watch	NOUN
spir-11118	368	4	(	(	PUNCT
spir-11118	368	5	2019	2019	NUM
spir-11118	368	6	)	)	PUNCT
spir-11118	368	7	.	.	PUNCT
spir-11118	369	1	ai	ai	VERB
spir-11118	369	2	ethics	ethic	NOUN
spir-11118	369	3	guidelines	guideline	NOUN
spir-11118	369	4	:	:	PUNCT
spir-11118	369	5	a	a	DET
spir-11118	369	6	global	global	ADJ
spir-11118	369	7	inventory	inventory	NOUN
spir-11118	369	8	.	.	PUNCT
spir-11118	370	1	last	last	ADJ
spir-11118	370	2	accessed	access	VERB
spir-11118	370	3	:	:	PUNCT
spir-11118	370	4	28.8.2020	28.8.2020	X
spir-11118	370	5	.	.	PUNCT
spir-11118	371	1	online	online	ADJ
spir-11118	371	2	:	:	PUNCT
spir-11118	372	1	https://inventory.algorithmwatch.org/	https://inventory.algorithmwatch.org/	PROPN
spir-11118	372	2	data	data	PROPN
spir-11118	372	3	protection	protection	NOUN
spir-11118	372	4	authority	authority	NOUN
spir-11118	372	5	(	(	PUNCT
spir-11118	372	6	cnil	cnil	NOUN
spir-11118	372	7	)	)	PUNCT
spir-11118	372	8	(	(	PUNCT
spir-11118	372	9	2017	2017	NUM
spir-11118	372	10	)	)	PUNCT
spir-11118	372	11	.	.	PUNCT
spir-11118	373	1	how	how	SCONJ
spir-11118	373	2	can	can	AUX
spir-11118	373	3	humans	human	NOUN
spir-11118	373	4	keep	keep	VERB
spir-11118	373	5	the	the	DET
spir-11118	373	6	upper	upper	ADJ
spir-11118	373	7	hand	hand	NOUN
spir-11118	373	8	?	?	PUNCT
spir-11118	374	1	:	:	PUNCT
spir-11118	374	2	the	the	DET
spir-11118	374	3	ethical	ethical	ADJ
spir-11118	374	4	matters	matter	NOUN
spir-11118	374	5	raised	raise	VERB
spir-11118	374	6	by	by	ADP
spir-11118	374	7	algorithms	algorithm	NOUN
spir-11118	374	8	and	and	CCONJ
spir-11118	374	9	artificial	artificial	ADJ
spir-11118	374	10	intelligence	intelligence	NOUN
spir-11118	374	11	.	.	PUNCT
spir-11118	375	1	last	last	ADJ
spir-11118	375	2	accessed	access	VERB
spir-11118	375	3	28.8.2020	28.8.2020	NOUN
spir-11118	375	4	.	.	PUNCT
spir-11118	376	1	online	online	ADV
spir-11118	376	2	:	:	PUNCT
spir-11118	376	3	https://www.cnil.fr/sites/default/files/atoms/files/cnil_rapport_ai_gb_web.pdf	https://www.cnil.fr/sites/default/files/atoms/files/cnil_rapport_ai_gb_web.pdf	X
spir-11118	376	4	eu	eu	PROPN
spir-11118	376	5	high	high	ADJ
spir-11118	376	6	-	-	PUNCT
spir-11118	376	7	level	level	NOUN
spir-11118	376	8	expert	expert	NOUN
spir-11118	376	9	group	group	NOUN
spir-11118	376	10	on	on	ADP
spir-11118	376	11	artificial	artificial	ADJ
spir-11118	376	12	intelligence	intelligence	NOUN
spir-11118	376	13	(	(	PUNCT
spir-11118	376	14	8.4.2018	8.4.2018	NUM
spir-11118	376	15	)	)	PUNCT
spir-11118	376	16	.	.	PUNCT
spir-11118	377	1	ethics	ethic	NOUN
spir-11118	377	2	guidelines	guideline	NOUN
spir-11118	377	3	for	for	ADP
spir-11118	377	4	trustworthy	trustworthy	ADJ
spir-11118	377	5	ai	ai	NOUN
spir-11118	377	6	.	.	PUNCT
spir-11118	378	1	last	last	ADJ
spir-11118	378	2	accessed	access	VERB
spir-11118	378	3	29.8.2020	29.8.2020	NOUN
spir-11118	378	4	.	.	PUNCT
spir-11118	379	1	online	online	ADJ
spir-11118	379	2	:	:	PUNCT
spir-11118	380	1	https://ec.europa.eu/futurium/en/aialliance-consultation	https://ec.europa.eu/futurium/en/aialliance-consultation	NOUN
spir-11118	380	2	franzke	franzke	PROPN
spir-11118	380	3	,	,	PUNCT
spir-11118	380	4	a.	a.	NOUN
spir-11118	380	5	,	,	PUNCT
spir-11118	380	6	muis	muis	PROPN
spir-11118	380	7	,	,	PUNCT
spir-11118	380	8	i.	i.	NOUN
spir-11118	380	9	,	,	PUNCT
spir-11118	380	10	schäfer	schäfer	NOUN
spir-11118	380	11	,	,	PUNCT
spir-11118	380	12	t	t	PROPN
spir-11118	380	13	(	(	PUNCT
spir-11118	380	14	2017	2017	NUM
spir-11118	380	15	)	)	PUNCT
spir-11118	380	16	.	.	PUNCT
spir-11118	381	1	data	datum	NOUN
spir-11118	381	2	ethics	ethic	NOUN
spir-11118	381	3	decsions	decsion	NOUN
spir-11118	381	4	aid	aid	NOUN
spir-11118	381	5	.	.	PUNCT
spir-11118	382	1	last	last	ADJ
spir-11118	382	2	accessed	access	VERB
spir-11118	382	3	28.8.2020	28.8.2020	NOUN
spir-11118	382	4	.	.	PUNCT
spir-11118	383	1	online	online	ADJ
spir-11118	383	2	:	:	PUNCT
spir-11118	384	1	https://dataschool.nl/de/deda/	https://dataschool.nl/de/deda/	ADJ
spir-11118	384	2	future	future	NOUN
spir-11118	384	3	of	of	ADP
spir-11118	384	4	privacy	privacy	NOUN
spir-11118	384	5	forum	forum	PROPN
spir-11118	384	6	(	(	PUNCT
spir-11118	384	7	2017	2017	NUM
spir-11118	384	8	)	)	PUNCT
spir-11118	384	9	.	.	PUNCT
spir-11118	385	1	unfairness	unfairness	NOUN
spir-11118	385	2	by	by	ADP
spir-11118	385	3	algorithm	algorithm	NOUN
spir-11118	385	4	:	:	PUNCT
spir-11118	385	5	destilling	destille	VERB
spir-11118	385	6	the	the	DET
spir-11118	385	7	harms	harm	NOUN
spir-11118	385	8	of	of	ADP
spir-11118	385	9	automated	automate	VERB
spir-11118	385	10	decision	decision	NOUN
spir-11118	385	11	making	making	NOUN
spir-11118	385	12	.	.	PUNCT
spir-11118	386	1	last	last	ADJ
spir-11118	386	2	accessed	access	VERB
spir-11118	386	3	29.8.2020	29.8.2020	NOUN
spir-11118	386	4	.	.	PUNCT
spir-11118	387	1	online	online	ADJ
spir-11118	387	2	:	:	PUNCT
spir-11118	388	1	https://fpf.org/wpcontent/uploads/2017/12/fpf-automated-decision-making-harms-and-mitigationcharts.pdf	https://fpf.org/wpcontent/uploads/2017/12/fpf-automated-decision-making-harms-and-mitigationcharts.pdf	PROPN
spir-11118	388	2	hagendorff	hagendorff	PROPN
spir-11118	388	3	,	,	PUNCT
spir-11118	388	4	t.	t.	PROPN
spir-11118	388	5	(	(	PUNCT
spir-11118	388	6	2020	2020	NUM
spir-11118	388	7	)	)	PUNCT
spir-11118	388	8	.	.	PUNCT
spir-11118	389	1	the	the	DET
spir-11118	389	2	ethics	ethic	NOUN
spir-11118	389	3	of	of	ADP
spir-11118	389	4	ai	ai	PROPN
spir-11118	389	5	ethics	ethic	NOUN
spir-11118	389	6	:	:	PUNCT
spir-11118	389	7	an	an	DET
spir-11118	389	8	evaluation	evaluation	NOUN
spir-11118	389	9	of	of	ADP
spir-11118	389	10	guidelines	guideline	NOUN
spir-11118	389	11	.	.	PUNCT
spir-11118	390	1	minds	mind	NOUN
spir-11118	390	2	and	and	CCONJ
spir-11118	390	3	machines	machine	NOUN
spir-11118	390	4	,	,	PUNCT
spir-11118	390	5	1	1	NUM
spir-11118	390	6	-	-	SYM
spir-11118	390	7	22	22	NUM
spir-11118	390	8	.	.	PUNCT
spir-11118	391	1	jobin	jobin	PROPN
spir-11118	391	2	,	,	PUNCT
spir-11118	391	3	a.	a.	NOUN
spir-11118	391	4	,	,	PUNCT
spir-11118	391	5	ienca	ienca	NOUN
spir-11118	391	6	,	,	PUNCT
spir-11118	391	7	m.	m.	NOUN
spir-11118	391	8	,	,	PUNCT
spir-11118	391	9	&	&	CCONJ
spir-11118	391	10	vayena	vayena	PROPN
spir-11118	391	11	,	,	PUNCT
spir-11118	391	12	e.	e.	PROPN
spir-11118	391	13	(	(	PUNCT
spir-11118	391	14	2019	2019	NUM
spir-11118	391	15	)	)	PUNCT
spir-11118	391	16	.	.	PUNCT
spir-11118	392	1	the	the	DET
spir-11118	392	2	global	global	ADJ
spir-11118	392	3	landscape	landscape	NOUN
spir-11118	392	4	of	of	ADP
spir-11118	392	5	ai	ai	PROPN
spir-11118	392	6	ethics	ethic	NOUN
spir-11118	392	7	guidelines	guideline	NOUN
spir-11118	392	8	.	.	PUNCT
spir-11118	393	1	nature	nature	NOUN
spir-11118	393	2	machine	machine	NOUN
spir-11118	393	3	intelligence	intelligence	NOUN
spir-11118	393	4	,	,	PUNCT
spir-11118	393	5	1(9	1(9	NUM
spir-11118	393	6	)	)	PUNCT
spir-11118	393	7	,	,	PUNCT
spir-11118	393	8	389	389	NUM
spir-11118	393	9	-	-	SYM
spir-11118	393	10	399	399	NUM
spir-11118	393	11	.	.	PUNCT
spir-11118	394	1	mittelstadt	mittelstadt	PROPN
spir-11118	394	2	,	,	PUNCT
spir-11118	394	3	b.	b.	PROPN
spir-11118	394	4	(	(	PUNCT
spir-11118	394	5	2019	2019	NUM
spir-11118	394	6	)	)	PUNCT
spir-11118	394	7	.	.	PUNCT
spir-11118	395	1	principles	principle	NOUN
spir-11118	395	2	alone	alone	ADV
spir-11118	395	3	can	can	AUX
spir-11118	395	4	not	not	PART
spir-11118	395	5	guarantee	guarantee	VERB
spir-11118	395	6	ethical	ethical	ADJ
spir-11118	395	7	ai	ai	NOUN
spir-11118	395	8	.	.	PUNCT
spir-11118	395	9	nature	nature	NOUN
spir-11118	395	10	machine	machine	NOUN
spir-11118	395	11	intelligence	intelligence	NOUN
spir-11118	395	12	,	,	PUNCT
spir-11118	395	13	1	1	NUM
spir-11118	395	14	-	-	SYM
spir-11118	395	15	7	7	NUM
spir-11118	395	16	.	.	PUNCT
spir-11118	395	17	morley	morley	PROPN
spir-11118	395	18	,	,	PUNCT
spir-11118	395	19	j.	j.	PROPN
spir-11118	395	20	,	,	PUNCT
spir-11118	395	21	floridi	floridi	PROPN
spir-11118	395	22	,	,	PUNCT
spir-11118	395	23	l.	l.	PROPN
spir-11118	395	24	,	,	PUNCT
spir-11118	395	25	kinsey	kinsey	PROPN
spir-11118	395	26	,	,	PUNCT
spir-11118	395	27	l.	l.	PROPN
spir-11118	395	28	,	,	PUNCT
spir-11118	395	29	&	&	CCONJ
spir-11118	395	30	elhalal	elhalal	PROPN
spir-11118	395	31	,	,	PUNCT
spir-11118	395	32	a.	a.	NOUN
spir-11118	395	33	(	(	PUNCT
spir-11118	395	34	2019	2019	NUM
spir-11118	395	35	)	)	PUNCT
spir-11118	395	36	.	.	PUNCT
spir-11118	396	1	from	from	ADP
spir-11118	396	2	what	what	PRON
spir-11118	396	3	to	to	ADP
spir-11118	396	4	how	how	SCONJ
spir-11118	396	5	:	:	PUNCT
spir-11118	396	6	an	an	DET
spir-11118	396	7	initial	initial	ADJ
spir-11118	396	8	review	review	NOUN
spir-11118	396	9	of	of	ADP
spir-11118	396	10	publicly	publicly	ADV
spir-11118	396	11	available	available	ADJ
spir-11118	396	12	ai	ai	VERB
spir-11118	396	13	ethics	ethic	NOUN
spir-11118	396	14	tools	tool	NOUN
spir-11118	396	15	,	,	PUNCT
spir-11118	396	16	methods	method	NOUN
spir-11118	396	17	and	and	CCONJ
spir-11118	396	18	research	research	NOUN
spir-11118	396	19	to	to	PART
spir-11118	396	20	translate	translate	VERB
spir-11118	396	21	principles	principle	NOUN
spir-11118	396	22	into	into	ADP
spir-11118	396	23	practices	practice	NOUN
spir-11118	396	24	.	.	PUNCT
spir-11118	397	1	science	science	NOUN
spir-11118	397	2	and	and	CCONJ
spir-11118	397	3	engineering	engineering	NOUN
spir-11118	397	4	ethics	ethic	NOUN
spir-11118	397	5	,	,	PUNCT
spir-11118	397	6	1	1	NUM
spir-11118	397	7	-	-	SYM
spir-11118	397	8	28	28	NUM
spir-11118	397	9	.	.	PUNCT
spir-11118	398	1	odi	odi	NOUN
spir-11118	398	2	(	(	PUNCT
spir-11118	398	3	2019	2019	NUM
spir-11118	398	4	)	)	PUNCT
spir-11118	398	5	.	.	PUNCT
spir-11118	399	1	data	datum	NOUN
spir-11118	399	2	ethics	ethic	NOUN
spir-11118	399	3	canvas	canvas	NOUN
spir-11118	399	4	.	.	PUNCT
spir-11118	400	1	last	last	ADJ
spir-11118	400	2	accessed	access	VERB
spir-11118	400	3	:	:	PUNCT
spir-11118	400	4	28.8.2020	28.8.2020	X
spir-11118	400	5	.	.	PUNCT
spir-11118	401	1	online	online	ADJ
spir-11118	401	2	:	:	PUNCT
spir-11118	401	3	https://theodi.org/wp-content/uploads/2019/07/odi-data-ethics-canvas-2019-05.pdf	https://theodi.org/wp-content/uploads/2019/07/odi-data-ethics-canvas-2019-05.pdf	PROPN
spir-11118	401	4	ryan	ryan	NOUN
spir-11118	401	5	,	,	PUNCT
spir-11118	401	6	m.	m.	NOUN
spir-11118	401	7	,	,	PUNCT
spir-11118	401	8	&	&	CCONJ
spir-11118	401	9	stahl	stahl	PROPN
spir-11118	401	10	,	,	PUNCT
spir-11118	401	11	b.	b.	PROPN
spir-11118	401	12	c.	c.	PROPN
spir-11118	401	13	(	(	PUNCT
spir-11118	401	14	2020	2020	NUM
spir-11118	401	15	)	)	PUNCT
spir-11118	401	16	.	.	PUNCT
spir-11118	402	1	artificial	artificial	ADJ
spir-11118	402	2	intelligence	intelligence	NOUN
spir-11118	402	3	ethics	ethic	NOUN
spir-11118	402	4	guidelines	guideline	NOUN
spir-11118	402	5	for	for	ADP
spir-11118	402	6	developers	developer	NOUN
spir-11118	402	7	and	and	CCONJ
spir-11118	402	8	users	user	NOUN
spir-11118	402	9	:	:	PUNCT
spir-11118	402	10	clarifying	clarify	VERB
spir-11118	402	11	their	their	PRON
spir-11118	402	12	content	content	NOUN
spir-11118	402	13	and	and	CCONJ
spir-11118	402	14	normative	normative	ADJ
spir-11118	402	15	implications	implication	NOUN
spir-11118	402	16	.	.	PUNCT
spir-11118	403	1	journal	journal	NOUN
spir-11118	403	2	of	of	ADP
spir-11118	403	3	information	information	NOUN
spir-11118	403	4	,	,	PUNCT
spir-11118	403	5	communication	communication	NOUN
spir-11118	403	6	and	and	CCONJ
spir-11118	403	7	ethics	ethic	NOUN
spir-11118	403	8	in	in	ADP
spir-11118	403	9	society	society	NOUN
spir-11118	403	10	.	.	PUNCT
spir-11118	404	1	thinyane	thinyane	ADJ
spir-11118	404	2	,	,	PUNCT
spir-11118	404	3	m	m	PROPN
spir-11118	404	4	&	&	CCONJ
spir-11118	404	5	christine	christine	PROPN
spir-11118	404	6	,	,	PUNCT
spir-11118	404	7	d.	d.	PROPN
spir-11118	404	8	(	(	PUNCT
spir-11118	404	9	2019	2019	NUM
spir-11118	404	10	)	)	PUNCT
spir-11118	404	11	.	.	PUNCT
spir-11118	405	1	a	a	DET
spir-11118	405	2	typological	typological	ADJ
spir-11118	405	3	framework	framework	NOUN
spir-11118	405	4	for	for	ADP
spir-11118	405	5	data	data	NOUN
spir-11118	405	6	marginalization	marginalization	NOUN
spir-11118	405	7	:	:	PUNCT
spir-11118	405	8	identifying	identify	VERB
spir-11118	405	9	forms	form	NOUN
spir-11118	405	10	of	of	ADP
spir-11118	405	11	marginalization	marginalization	NOUN
spir-11118	405	12	and	and	CCONJ
spir-11118	405	13	exclusion	exclusion	NOUN
spir-11118	405	14	in	in	ADP
spir-11118	405	15	data	data	NOUN
spir-11118	405	16	-	-	PUNCT
spir-11118	405	17	intensive	intensive	ADJ
spir-11118	405	18	ecosystems	ecosystem	NOUN
spir-11118	405	19	.	.	PUNCT
spir-11118	406	1	united	united	PROPN
spir-11118	406	2	nations	nations	PROPN
spir-11118	406	3	university	university	PROPN
spir-11118	406	4	institute	institute	PROPN
spir-11118	406	5	in	in	ADP
spir-11118	406	6	macau	macau	PROPN
spir-11118	406	7	.	.	PUNCT
spir-11118	407	1	last	last	ADJ
spir-11118	407	2	accessed	access	VERB
spir-11118	407	3	:	:	PUNCT
spir-11118	407	4	28.8.2020	28.8.2020	X
spir-11118	407	5	.	.	PUNCT
spir-11118	408	1	online	online	PROPN
spir-11118	408	2	:	:	PUNCT
spir-11118	408	3	https://i.unu.edu/media/cs.unu.edu/page/4453/unumacau_data_marginalization_flyer.pdf	https://i.unu.edu/media/cs.unu.edu/page/4453/unumacau_data_marginalization_flyer.pdf	PROPN
spir-11118	408	4	universite	universite	PROPN
spir-11118	408	5	de	de	X
spir-11118	408	6	montreal	montreal	PROPN
spir-11118	408	7	(	(	PUNCT
spir-11118	408	8	2017	2017	NUM
spir-11118	408	9	)	)	PUNCT
spir-11118	408	10	.	.	PUNCT
spir-11118	409	1	declaration	declaration	NOUN
spir-11118	409	2	for	for	ADP
spir-11118	409	3	a	a	DET
spir-11118	409	4	responsible	responsible	ADJ
spir-11118	409	5	development	development	NOUN
spir-11118	409	6	of	of	ADP
spir-11118	409	7	ai	ai	PROPN
spir-11118	409	8	.	.	PUNCT
spir-11118	410	1	last	last	ADJ
spir-11118	410	2	accessed	access	VERB
spir-11118	410	3	29.8.2020	29.8.2020	NOUN
spir-11118	410	4	.	.	PUNCT
spir-11118	411	1	online	online	ADJ
spir-11118	411	2	:	:	PUNCT
spir-11118	411	3	https://www.montrealdeclaration-responsibleai.com/thedeclaration	https://www.montrealdeclaration-responsibleai.com/thedeclaration	NOUN