id	sid	tid	token	lemma	pos
spir-8439	1	1	ir16	ir16	PROPN
spir-8439	1	2	-	-	PUNCT
spir-8439	1	3	latzerjust	latzerjust	NOUN
spir-8439	1	4	selected	select	VERB
spir-8439	1	5	papers	paper	NOUN
spir-8439	1	6	of	of	ADP
spir-8439	1	7	internet	internet	NOUN
spir-8439	1	8	research	research	NOUN
spir-8439	1	9	16	16	NUM
spir-8439	1	10	:	:	PUNCT
spir-8439	1	11	the	the	DET
spir-8439	1	12	16th	16th	ADJ
spir-8439	1	13	annual	annual	ADJ
spir-8439	1	14	meeting	meeting	NOUN
spir-8439	1	15	of	of	ADP
spir-8439	1	16	the	the	DET
spir-8439	1	17	association	association	NOUN
spir-8439	1	18	of	of	ADP
spir-8439	1	19	internet	internet	NOUN
spir-8439	1	20	researchers	researcher	NOUN
spir-8439	1	21	phoenix	phoenix	PROPN
spir-8439	1	22	,	,	PUNCT
spir-8439	1	23	az	az	PROPN
spir-8439	1	24	,	,	PUNCT
spir-8439	1	25	usa	usa	PROPN
spir-8439	1	26	/	/	SYM
spir-8439	1	27	21	21	NUM
spir-8439	1	28	-	-	SYM
spir-8439	1	29	24	24	NUM
spir-8439	1	30	october	october	PROPN
spir-8439	1	31	2015	2015	NUM
spir-8439	1	32	automated	automate	VERB
spir-8439	1	33	and	and	CCONJ
spir-8439	1	34	commercialized	commercialize	VERB
spir-8439	1	35	reality	reality	NOUN
spir-8439	1	36	constructions	construction	NOUN
spir-8439	1	37	:	:	PUNCT
spir-8439	1	38	governance	governance	NOUN
spir-8439	1	39	by	by	ADP
spir-8439	1	40	algorithms	algorithm	NOUN
spir-8439	1	41	on	on	ADP
spir-8439	1	42	the	the	DET
spir-8439	1	43	internet	internet	NOUN
spir-8439	1	44	michael	michael	PROPN
spir-8439	1	45	latzer	latzer	PROPN
spir-8439	1	46	university	university	PROPN
spir-8439	1	47	of	of	ADP
spir-8439	1	48	zurich	zurich	PROPN
spir-8439	1	49	,	,	PUNCT
spir-8439	1	50	ipmz	ipmz	PROPN
spir-8439	1	51	,	,	PUNCT
spir-8439	1	52	media	medium	NOUN
spir-8439	1	53	change	change	NOUN
spir-8439	1	54	&	&	CCONJ
spir-8439	1	55	innovation	innovation	PROPN
spir-8439	1	56	division	division	NOUN
spir-8439	1	57	,	,	PUNCT
spir-8439	1	58	switzerland	switzerland	PROPN
spir-8439	1	59	natascha	natascha	PROPN
spir-8439	1	60	just	just	ADV
spir-8439	1	61	university	university	PROPN
spir-8439	1	62	of	of	ADP
spir-8439	1	63	zurich	zurich	PROPN
spir-8439	1	64	,	,	PUNCT
spir-8439	1	65	ipmz	ipmz	PROPN
spir-8439	1	66	,	,	PUNCT
spir-8439	1	67	media	medium	NOUN
spir-8439	1	68	change	change	NOUN
spir-8439	1	69	&	&	CCONJ
spir-8439	1	70	innovation	innovation	PROPN
spir-8439	1	71	division	division	NOUN
spir-8439	1	72	,	,	PUNCT
spir-8439	1	73	switzerland	switzerland	PROPN
spir-8439	1	74	abstract	abstract	ADJ
spir-8439	1	75	the	the	DET
spir-8439	1	76	growing	grow	VERB
spir-8439	1	77	societal	societal	ADJ
spir-8439	1	78	significance	significance	NOUN
spir-8439	1	79	of	of	ADP
spir-8439	1	80	algorithms	algorithm	NOUN
spir-8439	1	81	on	on	ADP
spir-8439	1	82	the	the	DET
spir-8439	1	83	internet	internet	NOUN
spir-8439	1	84	has	have	AUX
spir-8439	1	85	by	by	ADP
spir-8439	1	86	now	now	ADV
spir-8439	1	87	been	be	AUX
spir-8439	1	88	widely	widely	ADV
spir-8439	1	89	acknowledged	acknowledge	VERB
spir-8439	1	90	in	in	ADP
spir-8439	1	91	and	and	CCONJ
spir-8439	1	92	beyond	beyond	ADP
spir-8439	1	93	the	the	DET
spir-8439	1	94	academic	academic	ADJ
spir-8439	1	95	field	field	NOUN
spir-8439	1	96	(	(	PUNCT
spir-8439	1	97	salvin	salvin	NOUN
spir-8439	1	98	2011	2011	NUM
spir-8439	1	99	,	,	PUNCT
spir-8439	1	100	mager	mager	PROPN
spir-8439	1	101	2012	2012	NUM
spir-8439	1	102	,	,	PUNCT
spir-8439	1	103	gillespie	gillespie	PROPN
spir-8439	1	104	2014	2014	NUM
spir-8439	1	105	,	,	PUNCT
spir-8439	1	106	steiner	steiner	NOUN
spir-8439	1	107	2012	2012	NUM
spir-8439	1	108	,	,	PUNCT
spir-8439	1	109	anderson	anderson	PROPN
spir-8439	1	110	2013	2013	NUM
spir-8439	1	111	,	,	PUNCT
spir-8439	1	112	latzer	latzer	VERB
spir-8439	1	113	et	et	PROPN
spir-8439	1	114	al	al	PROPN
spir-8439	1	115	.	.	PROPN
spir-8439	1	116	2014	2014	NUM
spir-8439	1	117	)	)	PUNCT
spir-8439	1	118	.	.	PUNCT
spir-8439	2	1	a	a	DET
spir-8439	2	2	wide	wide	ADJ
spir-8439	2	3	range	range	NOUN
spir-8439	2	4	of	of	ADP
spir-8439	2	5	our	our	PRON
spir-8439	2	6	daily	daily	ADJ
spir-8439	2	7	activities	activity	NOUN
spir-8439	2	8	in	in	ADP
spir-8439	2	9	general	general	ADJ
spir-8439	2	10	and	and	CCONJ
spir-8439	2	11	our	our	PRON
spir-8439	2	12	media	medium	NOUN
spir-8439	2	13	consumption	consumption	NOUN
spir-8439	2	14	in	in	ADP
spir-8439	2	15	particular	particular	ADJ
spir-8439	2	16	are	be	AUX
spir-8439	2	17	increasingly	increasingly	ADV
spir-8439	2	18	shaped	shape	VERB
spir-8439	2	19	by	by	ADP
spir-8439	2	20	algorithmic	algorithmic	ADJ
spir-8439	2	21	selection	selection	NOUN
spir-8439	2	22	–	–	PUNCT
spir-8439	2	23	in	in	ADP
spir-8439	2	24	essence	essence	NOUN
spir-8439	2	25	,	,	PUNCT
spir-8439	2	26	by	by	ADP
spir-8439	2	27	the	the	DET
spir-8439	2	28	automated	automate	VERB
spir-8439	2	29	assignment	assignment	NOUN
spir-8439	2	30	of	of	ADP
spir-8439	2	31	relevance	relevance	NOUN
spir-8439	2	32	to	to	ADP
spir-8439	2	33	certain	certain	ADJ
spir-8439	2	34	automatically	automatically	ADV
spir-8439	2	35	selected	select	VERB
spir-8439	2	36	pieces	piece	NOUN
spir-8439	2	37	of	of	ADP
spir-8439	2	38	information	information	NOUN
spir-8439	2	39	.	.	PUNCT
spir-8439	3	1	the	the	DET
spir-8439	3	2	selection	selection	NOUN
spir-8439	3	3	of	of	ADP
spir-8439	3	4	online	online	ADJ
spir-8439	3	5	news	news	NOUN
spir-8439	3	6	via	via	ADP
spir-8439	3	7	search	search	NOUN
spir-8439	3	8	engines	engine	NOUN
spir-8439	3	9	and	and	CCONJ
spir-8439	3	10	news	news	NOUN
spir-8439	3	11	aggregators	aggregator	NOUN
spir-8439	3	12	,	,	PUNCT
spir-8439	3	13	the	the	DET
spir-8439	3	14	consumption	consumption	NOUN
spir-8439	3	15	of	of	ADP
spir-8439	3	16	music	music	NOUN
spir-8439	3	17	and	and	CCONJ
spir-8439	3	18	video	video	NOUN
spir-8439	3	19	entertainment	entertainment	NOUN
spir-8439	3	20	via	via	ADP
spir-8439	3	21	recommender	recommender	NOUN
spir-8439	3	22	systems	system	NOUN
spir-8439	3	23	,	,	PUNCT
spir-8439	3	24	the	the	DET
spir-8439	3	25	choice	choice	NOUN
spir-8439	3	26	of	of	ADP
spir-8439	3	27	services	service	NOUN
spir-8439	3	28	and	and	CCONJ
spir-8439	3	29	products	product	NOUN
spir-8439	3	30	in	in	ADP
spir-8439	3	31	online	online	ADJ
spir-8439	3	32	shops	shop	NOUN
spir-8439	3	33	and	and	CCONJ
spir-8439	3	34	the	the	DET
spir-8439	3	35	selection	selection	NOUN
spir-8439	3	36	of	of	ADP
spir-8439	3	37	status	status	NOUN
spir-8439	3	38	messages	message	NOUN
spir-8439	3	39	displayed	display	VERB
spir-8439	3	40	on	on	ADP
spir-8439	3	41	social	social	ADJ
spir-8439	3	42	online	online	ADJ
spir-8439	3	43	networks	network	NOUN
spir-8439	3	44	are	be	AUX
spir-8439	3	45	prominent	prominent	ADJ
spir-8439	3	46	examples	example	NOUN
spir-8439	3	47	of	of	ADP
spir-8439	3	48	this	this	DET
spir-8439	3	49	omnipresent	omnipresent	NOUN
spir-8439	3	50	trend	trend	NOUN
spir-8439	3	51	.	.	PUNCT
spir-8439	4	1	this	this	DET
spir-8439	4	2	paper	paper	NOUN
spir-8439	4	3	focuses	focus	VERB
spir-8439	4	4	on	on	ADP
spir-8439	4	5	the	the	DET
spir-8439	4	6	governing	govern	VERB
spir-8439	4	7	effects	effect	NOUN
spir-8439	4	8	of	of	ADP
spir-8439	4	9	internet	internet	NOUN
spir-8439	4	10	algorithms	algorithm	NOUN
spir-8439	4	11	in	in	ADP
spir-8439	4	12	information	information	NOUN
spir-8439	4	13	societies	society	NOUN
spir-8439	4	14	.	.	PUNCT
spir-8439	5	1	it	it	PRON
spir-8439	5	2	analyzes	analyze	VERB
spir-8439	5	3	the	the	DET
spir-8439	5	4	often	often	ADV
spir-8439	5	5	-	-	PUNCT
spir-8439	5	6	neglected	neglect	VERB
spir-8439	5	7	significance	significance	NOUN
spir-8439	5	8	,	,	PUNCT
spir-8439	5	9	role	role	NOUN
spir-8439	5	10	and	and	CCONJ
spir-8439	5	11	challenges	challenge	NOUN
spir-8439	5	12	of	of	ADP
spir-8439	5	13	(	(	PUNCT
spir-8439	5	14	software	software	NOUN
spir-8439	5	15	)	)	PUNCT
spir-8439	5	16	technology	technology	NOUN
spir-8439	5	17	in	in	ADP
spir-8439	5	18	the	the	DET
spir-8439	5	19	co	co	ADJ
spir-8439	5	20	-	-	ADJ
spir-8439	5	21	evolutionary	evolutionary	ADJ
spir-8439	5	22	institutionalization	institutionalization	NOUN
spir-8439	5	23	of	of	ADP
spir-8439	5	24	governance	governance	NOUN
spir-8439	5	25	.	.	PUNCT
spir-8439	6	1	according	accord	VERB
spir-8439	6	2	to	to	ADP
spir-8439	6	3	the	the	DET
spir-8439	6	4	ir16	ir16	PROPN
spir-8439	6	5	conference	conference	NOUN
spir-8439	6	6	theme	theme	NOUN
spir-8439	6	7	digital	digital	PROPN
spir-8439	6	8	imaginaries	imaginary	NOUN
spir-8439	6	9	,	,	PUNCT
spir-8439	6	10	this	this	DET
spir-8439	6	11	paper	paper	NOUN
spir-8439	6	12	scrutinizes	scrutinize	VERB
spir-8439	6	13	the	the	DET
spir-8439	6	14	topic	topic	NOUN
spir-8439	6	15	:	:	PUNCT
spir-8439	6	16	relationship	relationship	NOUN
spir-8439	6	17	between	between	ADP
spir-8439	6	18	technology	technology	NOUN
spir-8439	6	19	and	and	CCONJ
spir-8439	6	20	the	the	DET
spir-8439	6	21	imaginary	imaginary	ADJ
spir-8439	6	22	.	.	PUNCT
spir-8439	7	1	more	more	ADV
spir-8439	7	2	precisely	precisely	ADV
spir-8439	7	3	,	,	PUNCT
spir-8439	7	4	it	it	PRON
spir-8439	7	5	explores	explore	VERB
spir-8439	7	6	the	the	DET
spir-8439	7	7	reality	reality	NOUN
spir-8439	7	8	construction	construction	NOUN
spir-8439	7	9	by	by	ADP
spir-8439	7	10	algorithmic	algorithmic	ADJ
spir-8439	7	11	selection	selection	NOUN
spir-8439	7	12	on	on	ADP
spir-8439	7	13	the	the	DET
spir-8439	7	14	internet	internet	NOUN
spir-8439	7	15	that	that	PRON
spir-8439	7	16	includes	include	VERB
spir-8439	7	17	and	and	CCONJ
spir-8439	7	18	at	at	ADP
spir-8439	7	19	the	the	DET
spir-8439	7	20	same	same	ADJ
spir-8439	7	21	time	time	NOUN
spir-8439	7	22	goes	go	VERB
spir-8439	7	23	far	far	ADV
spir-8439	7	24	beyond	beyond	ADP
spir-8439	7	25	the	the	DET
spir-8439	7	26	formation	formation	NOUN
spir-8439	7	27	of	of	ADP
spir-8439	7	28	collective	collective	ADJ
spir-8439	7	29	imaginaries	imaginary	NOUN
spir-8439	7	30	of	of	ADP
spir-8439	7	31	networked	networked	ADJ
spir-8439	7	32	technologies	technology	NOUN
spir-8439	7	33	.	.	PUNCT
spir-8439	8	1	the	the	DET
spir-8439	8	2	paper	paper	NOUN
spir-8439	8	3	highlights	highlight	VERB
spir-8439	8	4	the	the	DET
spir-8439	8	5	interplay	interplay	NOUN
spir-8439	8	6	with	with	ADP
spir-8439	8	7	and	and	CCONJ
spir-8439	8	8	the	the	DET
spir-8439	8	9	differences	difference	NOUN
spir-8439	8	10	to	to	ADP
spir-8439	8	11	reality	reality	NOUN
spir-8439	8	12	constructions	construction	NOUN
spir-8439	8	13	by	by	ADP
spir-8439	8	14	traditional	traditional	ADJ
spir-8439	8	15	mass	mass	ADJ
spir-8439	8	16	media	medium	NOUN
spir-8439	8	17	,	,	PUNCT
spir-8439	8	18	and	and	CCONJ
spir-8439	8	19	investigates	investigate	VERB
spir-8439	8	20	the	the	DET
spir-8439	8	21	societal	societal	ADJ
spir-8439	8	22	and	and	CCONJ
spir-8439	8	23	democratic	democratic	ADJ
spir-8439	8	24	consequences	consequence	NOUN
spir-8439	8	25	of	of	ADP
spir-8439	8	26	this	this	DET
spir-8439	8	27	growing	grow	VERB
spir-8439	8	28	internet	internet	NOUN
spir-8439	8	29	phenomenon	phenomenon	NOUN
spir-8439	8	30	.	.	PUNCT
spir-8439	9	1	suggested	suggest	VERB
spir-8439	9	2	citation	citation	NOUN
spir-8439	9	3	(	(	PUNCT
spir-8439	9	4	apa	apa	PROPN
spir-8439	9	5	):	):	PUNCT
spir-8439	9	6	latzer	latzer	NOUN
spir-8439	9	7	,	,	PUNCT
spir-8439	9	8	m.	m.	NOUN
spir-8439	9	9	&	&	CCONJ
spir-8439	9	10	just	just	ADV
spir-8439	9	11	,	,	PUNCT
spir-8439	9	12	n.	n.	PROPN
spir-8439	9	13	(	(	PUNCT
spir-8439	9	14	2015	2015	NUM
spir-8439	9	15	,	,	PUNCT
spir-8439	9	16	october	october	PROPN
spir-8439	9	17	21	21	NUM
spir-8439	9	18	-	-	SYM
spir-8439	9	19	24	24	NUM
spir-8439	9	20	)	)	PUNCT
spir-8439	9	21	.	.	PUNCT
spir-8439	10	1	automated	automate	VERB
spir-8439	10	2	and	and	CCONJ
spir-8439	10	3	commercialized	commercialize	VERB
spir-8439	10	4	reality	reality	NOUN
spir-8439	10	5	constructions	construction	NOUN
spir-8439	10	6	:	:	PUNCT
spir-8439	10	7	governance	governance	NOUN
spir-8439	10	8	by	by	ADP
spir-8439	10	9	algorithms	algorithm	NOUN
spir-8439	10	10	on	on	ADP
spir-8439	10	11	the	the	DET
spir-8439	10	12	internet	internet	NOUN
spir-8439	10	13	.	.	PUNCT
spir-8439	11	1	paper	paper	NOUN
spir-8439	11	2	presented	present	VERB
spir-8439	11	3	at	at	ADP
spir-8439	11	4	internet	internet	NOUN
spir-8439	11	5	research	research	NOUN
spir-8439	11	6	16	16	NUM
spir-8439	11	7	:	:	PUNCT
spir-8439	11	8	the	the	DET
spir-8439	11	9	16th	16th	ADJ
spir-8439	11	10	annual	annual	ADJ
spir-8439	11	11	meeting	meeting	NOUN
spir-8439	11	12	of	of	ADP
spir-8439	11	13	the	the	DET
spir-8439	11	14	association	association	NOUN
spir-8439	11	15	of	of	ADP
spir-8439	11	16	internet	internet	NOUN
spir-8439	11	17	researchers	researcher	NOUN
spir-8439	11	18	.	.	PUNCT
spir-8439	12	1	phoenix	phoenix	PROPN
spir-8439	12	2	,	,	PUNCT
spir-8439	12	3	az	az	PROPN
spir-8439	12	4	,	,	PUNCT
spir-8439	12	5	usa	usa	PROPN
spir-8439	12	6	:	:	PUNCT
spir-8439	12	7	aoir	aoir	NOUN
spir-8439	12	8	.	.	PUNCT
spir-8439	12	9	retrieved	retrieve	VERB
spir-8439	12	10	from	from	ADP
spir-8439	12	11	http://spir.aoir.org	http://spir.aoir.org	PROPN
spir-8439	12	12	.	.	PUNCT
spir-8439	13	1	theoretically	theoretically	ADV
spir-8439	13	2	,	,	PUNCT
spir-8439	13	3	the	the	DET
spir-8439	13	4	paper	paper	NOUN
spir-8439	13	5	builds	build	VERB
spir-8439	13	6	on	on	ADP
spir-8439	13	7	(	(	PUNCT
spir-8439	13	8	co-)evolutionary	co-)evolutionary	ADJ
spir-8439	13	9	innovation	innovation	NOUN
spir-8439	13	10	studies	study	NOUN
spir-8439	13	11	(	(	PUNCT
spir-8439	13	12	nelson	nelson	PROPN
spir-8439	13	13	/	/	SYM
spir-8439	13	14	winter	winter	NOUN
spir-8439	13	15	1982	1982	NUM
spir-8439	13	16	,	,	PUNCT
spir-8439	13	17	ziman	ziman	NOUN
spir-8439	13	18	2000	2000	NUM
spir-8439	13	19	,	,	PUNCT
spir-8439	13	20	frenken	frenken	ADJ
spir-8439	13	21	2006	2006	NUM
spir-8439	13	22	,	,	PUNCT
spir-8439	13	23	latzer	latzer	NOUN
spir-8439	13	24	2013	2013	NUM
spir-8439	13	25	)	)	PUNCT
spir-8439	13	26	in	in	ADP
spir-8439	13	27	order	order	NOUN
spir-8439	13	28	to	to	PART
spir-8439	13	29	adequately	adequately	ADV
spir-8439	13	30	grasp	grasp	VERB
spir-8439	13	31	the	the	DET
spir-8439	13	32	interplay	interplay	NOUN
spir-8439	13	33	of	of	ADP
spir-8439	13	34	technological	technological	ADJ
spir-8439	13	35	and	and	CCONJ
spir-8439	13	36	societal	societal	ADJ
spir-8439	13	37	change	change	NOUN
spir-8439	13	38	,	,	PUNCT
spir-8439	13	39	and	and	CCONJ
spir-8439	13	40	combines	combine	VERB
spir-8439	13	41	these	these	PRON
spir-8439	13	42	with	with	ADP
spir-8439	13	43	institutional	institutional	ADJ
spir-8439	13	44	approaches	approach	NOUN
spir-8439	13	45	to	to	PART
spir-8439	13	46	incorporate	incorporate	VERB
spir-8439	13	47	governance	governance	NOUN
spir-8439	13	48	by	by	ADP
spir-8439	13	49	technology	technology	NOUN
spir-8439	13	50	or	or	CCONJ
spir-8439	13	51	rather	rather	ADV
spir-8439	13	52	software	software	NOUN
spir-8439	13	53	as	as	ADP
spir-8439	13	54	institutions	institution	NOUN
spir-8439	13	55	(	(	PUNCT
spir-8439	13	56	reidenberg	reidenberg	PROPN
spir-8439	13	57	1998	1998	NUM
spir-8439	13	58	,	,	PUNCT
spir-8439	13	59	lessig	lessig	PROPN
spir-8439	13	60	1999	1999	NUM
spir-8439	13	61	,	,	PUNCT
spir-8439	13	62	shah	shah	PROPN
spir-8439	13	63	/	/	SYM
spir-8439	13	64	kesan	kesan	PROPN
spir-8439	13	65	2011	2011	NUM
spir-8439	13	66	,	,	PUNCT
spir-8439	13	67	napoli	napoli	NOUN
spir-8439	13	68	2014	2014	NUM
spir-8439	13	69	)	)	PUNCT
spir-8439	13	70	.	.	PUNCT
spir-8439	14	1	the	the	DET
spir-8439	14	2	paper	paper	NOUN
spir-8439	14	3	shows	show	VERB
spir-8439	14	4	how	how	SCONJ
spir-8439	14	5	the	the	DET
spir-8439	14	6	market	market	NOUN
spir-8439	14	7	of	of	ADP
spir-8439	14	8	attention	attention	NOUN
spir-8439	14	9	–	–	PUNCT
spir-8439	14	10	the	the	DET
spir-8439	14	11	central	central	ADJ
spir-8439	14	12	scarce	scarce	ADJ
spir-8439	14	13	resource	resource	NOUN
spir-8439	14	14	in	in	ADP
spir-8439	14	15	information	information	NOUN
spir-8439	14	16	societies	society	NOUN
spir-8439	14	17	–	–	PUNCT
spir-8439	14	18	is	be	AUX
spir-8439	14	19	increasingly	increasingly	ADV
spir-8439	14	20	being	be	AUX
spir-8439	14	21	co	co	VERB
spir-8439	14	22	-	-	VERB
spir-8439	14	23	produced	produce	VERB
spir-8439	14	24	and	and	CCONJ
spir-8439	14	25	allocated	allocate	VERB
spir-8439	14	26	by	by	ADP
spir-8439	14	27	automated	automate	VERB
spir-8439	14	28	algorithmic	algorithmic	ADJ
spir-8439	14	29	selection	selection	NOUN
spir-8439	14	30	in	in	ADP
spir-8439	14	31	many	many	ADJ
spir-8439	14	32	life	life	NOUN
spir-8439	14	33	domains	domain	NOUN
spir-8439	14	34	.	.	PUNCT
spir-8439	15	1	algorithmic	algorithmic	ADJ
spir-8439	15	2	selection	selection	NOUN
spir-8439	15	3	on	on	ADP
spir-8439	15	4	the	the	DET
spir-8439	15	5	internet	internet	NOUN
spir-8439	15	6	has	have	AUX
spir-8439	15	7	in	in	ADP
spir-8439	15	8	fact	fact	NOUN
spir-8439	15	9	become	become	VERB
spir-8439	15	10	a	a	DET
spir-8439	15	11	growing	grow	VERB
spir-8439	15	12	source	source	NOUN
spir-8439	15	13	and	and	CCONJ
spir-8439	15	14	factor	factor	NOUN
spir-8439	15	15	of	of	ADP
spir-8439	15	16	social	social	ADJ
spir-8439	15	17	order	order	NOUN
spir-8439	15	18	(	(	PUNCT
spir-8439	15	19	scott	scott	PROPN
spir-8439	15	20	1987	1987	NUM
spir-8439	15	21	)	)	PUNCT
spir-8439	15	22	,	,	PUNCT
spir-8439	15	23	of	of	ADP
spir-8439	15	24	a	a	DET
spir-8439	15	25	shared	share	VERB
spir-8439	15	26	social	social	ADJ
spir-8439	15	27	reality	reality	NOUN
spir-8439	15	28	(	(	PUNCT
spir-8439	15	29	berger	berger	PROPN
spir-8439	15	30	/	/	SYM
spir-8439	15	31	luckmann	luckmann	PROPN
spir-8439	15	32	1967	1967	NUM
spir-8439	15	33	)	)	PUNCT
spir-8439	15	34	that	that	PRON
spir-8439	15	35	is	be	AUX
spir-8439	15	36	increasingly	increasingly	ADV
spir-8439	15	37	being	be	AUX
spir-8439	15	38	co	co	VERB
spir-8439	15	39	-	-	VERB
spir-8439	15	40	constructed	construct	VERB
spir-8439	15	41	by	by	ADP
spir-8439	15	42	automated	automate	VERB
spir-8439	15	43	algorithmic	algorithmic	ADJ
spir-8439	15	44	selection	selection	NOUN
spir-8439	15	45	on	on	ADP
spir-8439	15	46	the	the	DET
spir-8439	15	47	internet	internet	NOUN
spir-8439	15	48	.	.	PUNCT
spir-8439	16	1	the	the	DET
spir-8439	16	2	paper	paper	NOUN
spir-8439	16	3	reviews	review	VERB
spir-8439	16	4	the	the	DET
spir-8439	16	5	wide	wide	ADJ
spir-8439	16	6	spectrum	spectrum	NOUN
spir-8439	16	7	of	of	ADP
spir-8439	16	8	individual	individual	ADJ
spir-8439	16	9	actions	action	NOUN
spir-8439	16	10	and	and	CCONJ
spir-8439	16	11	behavior	behavior	NOUN
spir-8439	16	12	that	that	PRON
spir-8439	16	13	is	be	AUX
spir-8439	16	14	co	co	ADJ
spir-8439	16	15	-	-	VERB
spir-8439	16	16	governed	govern	VERB
spir-8439	16	17	by	by	ADP
spir-8439	16	18	algorithmic	algorithmic	ADJ
spir-8439	16	19	selection	selection	NOUN
spir-8439	16	20	applications	application	NOUN
spir-8439	16	21	.	.	PUNCT
spir-8439	17	1	for	for	ADP
spir-8439	17	2	this	this	DET
spir-8439	17	3	endeavor	endeavor	NOUN
spir-8439	17	4	it	it	PRON
spir-8439	17	5	methodologically	methodologically	ADV
spir-8439	17	6	draws	draw	VERB
spir-8439	17	7	from	from	ADP
spir-8439	17	8	an	an	DET
spir-8439	17	9	empirical	empirical	ADJ
spir-8439	17	10	survey	survey	NOUN
spir-8439	17	11	of	of	ADP
spir-8439	17	12	internet	internet	NOUN
spir-8439	17	13	-	-	PUNCT
spir-8439	17	14	based	base	VERB
spir-8439	17	15	services	service	NOUN
spir-8439	17	16	that	that	PRON
spir-8439	17	17	rely	rely	VERB
spir-8439	17	18	on	on	ADP
spir-8439	17	19	automated	automate	VERB
spir-8439	17	20	algorithmic	algorithmic	ADJ
spir-8439	17	21	selection	selection	NOUN
spir-8439	17	22	(	(	PUNCT
spir-8439	17	23	latzer	latzer	PROPN
spir-8439	17	24	et	et	PROPN
spir-8439	17	25	al	al	PROPN
spir-8439	17	26	.	.	PROPN
spir-8439	17	27	2014	2014	NUM
spir-8439	17	28	)	)	PUNCT
spir-8439	17	29	,	,	PUNCT
spir-8439	17	30	a	a	DET
spir-8439	17	31	functional	functional	ADJ
spir-8439	17	32	typology	typology	NOUN
spir-8439	17	33	derived	derive	VERB
spir-8439	17	34	from	from	ADP
spir-8439	17	35	it	it	PRON
spir-8439	17	36	(	(	PUNCT
spir-8439	17	37	search	search	NOUN
spir-8439	17	38	,	,	PUNCT
spir-8439	17	39	aggregation	aggregation	NOUN
spir-8439	17	40	,	,	PUNCT
spir-8439	17	41	observation	observation	NOUN
spir-8439	17	42	/	/	SYM
spir-8439	17	43	surveillance	surveillance	NOUN
spir-8439	17	44	,	,	PUNCT
spir-8439	17	45	recommendations	recommendation	NOUN
spir-8439	17	46	,	,	PUNCT
spir-8439	17	47	prognosis	prognosis	NOUN
spir-8439	17	48	,	,	PUNCT
spir-8439	17	49	scoring	scoring	NOUN
spir-8439	17	50	,	,	PUNCT
spir-8439	17	51	filtering	filtering	NOUN
spir-8439	17	52	,	,	PUNCT
spir-8439	17	53	content	content	NOUN
spir-8439	17	54	production	production	NOUN
spir-8439	17	55	and	and	CCONJ
spir-8439	17	56	allocation	allocation	NOUN
spir-8439	17	57	)	)	PUNCT
spir-8439	17	58	,	,	PUNCT
spir-8439	17	59	and	and	CCONJ
spir-8439	17	60	an	an	DET
spir-8439	17	61	analysis	analysis	NOUN
spir-8439	17	62	of	of	ADP
spir-8439	17	63	associated	associated	ADJ
spir-8439	17	64	potential	potential	ADJ
spir-8439	17	65	social	social	ADJ
spir-8439	17	66	risks	risk	NOUN
spir-8439	17	67	(	(	PUNCT
spir-8439	17	68	manipulation	manipulation	NOUN
spir-8439	17	69	,	,	PUNCT
spir-8439	17	70	biases	bias	NOUN
spir-8439	17	71	and	and	CCONJ
spir-8439	17	72	distortions	distortion	NOUN
spir-8439	17	73	of	of	ADP
spir-8439	17	74	reality	reality	NOUN
spir-8439	17	75	,	,	PUNCT
spir-8439	17	76	constraints	constraint	NOUN
spir-8439	17	77	on	on	ADP
spir-8439	17	78	the	the	DET
spir-8439	17	79	freedom	freedom	NOUN
spir-8439	17	80	of	of	ADP
spir-8439	17	81	communication	communication	NOUN
spir-8439	17	82	,	,	PUNCT
spir-8439	17	83	threats	threat	NOUN
spir-8439	17	84	to	to	ADP
spir-8439	17	85	privacy	privacy	NOUN
spir-8439	17	86	and	and	CCONJ
spir-8439	17	87	intellectual	intellectual	ADJ
spir-8439	17	88	copy	copy	NOUN
spir-8439	17	89	rights	right	NOUN
spir-8439	17	90	,	,	PUNCT
spir-8439	17	91	social	social	ADJ
spir-8439	17	92	discrimination	discrimination	NOUN
spir-8439	17	93	,	,	PUNCT
spir-8439	17	94	possible	possible	ADJ
spir-8439	17	95	transformations	transformation	NOUN
spir-8439	17	96	of	of	ADP
spir-8439	17	97	cognitive	cognitive	ADJ
spir-8439	17	98	capabilities	capability	NOUN
spir-8439	17	99	and	and	CCONJ
spir-8439	17	100	adaptations	adaptation	NOUN
spir-8439	17	101	of	of	ADP
spir-8439	17	102	the	the	DET
spir-8439	17	103	human	human	ADJ
spir-8439	17	104	brain	brain	NOUN
spir-8439	17	105	,	,	PUNCT
spir-8439	17	106	uncertain	uncertain	ADJ
spir-8439	17	107	effects	effect	NOUN
spir-8439	17	108	of	of	ADP
spir-8439	17	109	the	the	DET
spir-8439	17	110	power	power	NOUN
spir-8439	17	111	of	of	ADP
spir-8439	17	112	algorithms	algorithm	NOUN
spir-8439	17	113	)	)	PUNCT
spir-8439	17	114	.	.	PUNCT
spir-8439	18	1	it	it	PRON
spir-8439	18	2	argues	argue	VERB
spir-8439	18	3	that	that	SCONJ
spir-8439	18	4	–	–	PUNCT
spir-8439	18	5	similar	similar	ADJ
spir-8439	18	6	to	to	ADP
spir-8439	18	7	the	the	DET
spir-8439	18	8	construction	construction	NOUN
spir-8439	18	9	of	of	ADP
spir-8439	18	10	realities	reality	NOUN
spir-8439	18	11	by	by	ADP
spir-8439	18	12	traditional	traditional	ADJ
spir-8439	18	13	mass	mass	ADJ
spir-8439	18	14	media	medium	NOUN
spir-8439	18	15	–	–	PUNCT
spir-8439	18	16	automated	automate	VERB
spir-8439	18	17	algorithmic	algorithmic	ADJ
spir-8439	18	18	selection	selection	NOUN
spir-8439	18	19	applications	application	NOUN
spir-8439	18	20	shape	shape	VERB
spir-8439	18	21	daily	daily	ADJ
spir-8439	18	22	lives	life	NOUN
spir-8439	18	23	and	and	CCONJ
spir-8439	18	24	realities	reality	NOUN
spir-8439	18	25	,	,	PUNCT
spir-8439	18	26	increasingly	increasingly	ADV
spir-8439	18	27	affect	affect	VERB
spir-8439	18	28	the	the	DET
spir-8439	18	29	perception	perception	NOUN
spir-8439	18	30	of	of	ADP
spir-8439	18	31	the	the	DET
spir-8439	18	32	world	world	NOUN
spir-8439	18	33	,	,	PUNCT
spir-8439	18	34	and	and	CCONJ
spir-8439	18	35	influence	influence	NOUN
spir-8439	18	36	behavior	behavior	NOUN
spir-8439	18	37	.	.	PUNCT
spir-8439	19	1	however	however	ADV
spir-8439	19	2	,	,	PUNCT
spir-8439	19	3	major	major	ADJ
spir-8439	19	4	differences	difference	NOUN
spir-8439	19	5	are	be	AUX
spir-8439	19	6	identified	identify	VERB
spir-8439	19	7	and	and	CCONJ
spir-8439	19	8	their	their	PRON
spir-8439	19	9	possible	possible	ADJ
spir-8439	19	10	consequences	consequence	NOUN
spir-8439	19	11	,	,	PUNCT
spir-8439	19	12	in	in	ADP
spir-8439	19	13	particular	particular	ADJ
spir-8439	19	14	for	for	ADP
spir-8439	19	15	the	the	DET
spir-8439	19	16	democratic	democratic	ADJ
spir-8439	19	17	quality	quality	NOUN
spir-8439	19	18	of	of	ADP
spir-8439	19	19	societies	society	NOUN
spir-8439	19	20	,	,	PUNCT
spir-8439	19	21	are	be	AUX
spir-8439	19	22	discussed	discuss	VERB
spir-8439	19	23	.	.	PUNCT
spir-8439	20	1	it	it	PRON
spir-8439	20	2	claims	claim	VERB
spir-8439	20	3	that	that	SCONJ
spir-8439	20	4	these	these	DET
spir-8439	20	5	differences	difference	NOUN
spir-8439	20	6	are	be	AUX
spir-8439	20	7	to	to	PART
spir-8439	20	8	be	be	AUX
spir-8439	20	9	found	find	VERB
spir-8439	20	10	first	first	ADV
spir-8439	20	11	in	in	ADP
spir-8439	20	12	the	the	DET
spir-8439	20	13	growing	grow	VERB
spir-8439	20	14	individualization	individualization	NOUN
spir-8439	20	15	/	/	SYM
spir-8439	20	16	personalization	personalization	NOUN
spir-8439	20	17	of	of	ADP
spir-8439	20	18	constructed	construct	VERB
spir-8439	20	19	realities	reality	NOUN
spir-8439	20	20	,	,	PUNCT
spir-8439	20	21	and	and	CCONJ
spir-8439	20	22	second	second	ADV
spir-8439	20	23	in	in	ADP
spir-8439	20	24	the	the	DET
spir-8439	20	25	constellation	constellation	NOUN
spir-8439	20	26	of	of	ADP
spir-8439	20	27	actors	actor	NOUN
spir-8439	20	28	.	.	PUNCT
spir-8439	21	1	this	this	DET
spir-8439	21	2	constellation	constellation	NOUN
spir-8439	21	3	differs	differ	VERB
spir-8439	21	4	,	,	PUNCT
spir-8439	21	5	because	because	SCONJ
spir-8439	21	6	(	(	PUNCT
spir-8439	21	7	a	a	X
spir-8439	21	8	)	)	PUNCT
spir-8439	21	9	the	the	DET
spir-8439	21	10	selection	selection	NOUN
spir-8439	21	11	and	and	CCONJ
spir-8439	21	12	hence	hence	ADV
spir-8439	21	13	the	the	DET
spir-8439	21	14	governance	governance	NOUN
spir-8439	21	15	is	be	AUX
spir-8439	21	16	shaped	shape	VERB
spir-8439	21	17	and	and	CCONJ
spir-8439	21	18	dominated	dominate	VERB
spir-8439	21	19	by	by	ADP
spir-8439	21	20	global	global	ADJ
spir-8439	21	21	companies	company	NOUN
spir-8439	21	22	,	,	PUNCT
spir-8439	21	23	and	and	CCONJ
spir-8439	21	24	because	because	SCONJ
spir-8439	21	25	(	(	PUNCT
spir-8439	21	26	b	b	X
spir-8439	21	27	)	)	PUNCT
spir-8439	21	28	algorithms	algorithm	NOUN
spir-8439	21	29	are	be	AUX
spir-8439	21	30	increasingly	increasingly	ADV
spir-8439	21	31	(	(	PUNCT
spir-8439	21	32	self	self	NOUN
spir-8439	21	33	-	-	PUNCT
spir-8439	21	34	learning	learning	NOUN
spir-8439	21	35	)	)	PUNCT
spir-8439	21	36	autonomous	autonomous	ADJ
spir-8439	21	37	actors	actor	NOUN
spir-8439	21	38	.	.	PUNCT
spir-8439	22	1	finally	finally	ADV
spir-8439	22	2	,	,	PUNCT
spir-8439	22	3	the	the	DET
spir-8439	22	4	paper	paper	NOUN
spir-8439	22	5	points	point	VERB
spir-8439	22	6	out	out	ADP
spir-8439	22	7	that	that	SCONJ
spir-8439	22	8	these	these	DET
spir-8439	22	9	differences	difference	NOUN
spir-8439	22	10	create	create	VERB
spir-8439	22	11	risks	risk	NOUN
spir-8439	22	12	,	,	PUNCT
spir-8439	22	13	among	among	ADP
spir-8439	22	14	other	other	ADJ
spir-8439	22	15	things	thing	NOUN
spir-8439	22	16	the	the	DET
spir-8439	22	17	detrimental	detrimental	ADJ
spir-8439	22	18	effects	effect	NOUN
spir-8439	22	19	on	on	ADP
spir-8439	22	20	the	the	DET
spir-8439	22	21	democratic	democratic	ADJ
spir-8439	22	22	quality	quality	NOUN
spir-8439	22	23	of	of	ADP
spir-8439	22	24	societies	society	NOUN
spir-8439	22	25	.	.	PUNCT
spir-8439	23	1	it	it	PRON
spir-8439	23	2	outlines	outline	VERB
spir-8439	23	3	options	option	NOUN
spir-8439	23	4	of	of	ADP
spir-8439	23	5	how	how	SCONJ
spir-8439	23	6	to	to	PART
spir-8439	23	7	influence	influence	VERB
spir-8439	23	8	this	this	DET
spir-8439	23	9	course	course	NOUN
spir-8439	23	10	of	of	ADP
spir-8439	23	11	development	development	NOUN
spir-8439	23	12	by	by	ADP
spir-8439	23	13	a	a	DET
spir-8439	23	14	mixture	mixture	NOUN
spir-8439	23	15	of	of	ADP
spir-8439	23	16	(	(	PUNCT
spir-8439	23	17	a	a	PRON
spir-8439	23	18	)	)	PUNCT
spir-8439	23	19	governance	governance	NOUN
spir-8439	23	20	by	by	ADP
spir-8439	23	21	algorithms	algorithm	NOUN
spir-8439	23	22	–	–	PUNCT
spir-8439	23	23	a	a	DET
spir-8439	23	24	form	form	NOUN
spir-8439	23	25	of	of	ADP
spir-8439	23	26	governance	governance	NOUN
spir-8439	23	27	by	by	ADP
spir-8439	23	28	design	design	NOUN
spir-8439	23	29	,	,	PUNCT
spir-8439	23	30	and	and	CCONJ
spir-8439	23	31	(	(	PUNCT
spir-8439	23	32	b	b	NOUN
spir-8439	23	33	)	)	PUNCT
spir-8439	23	34	governance	governance	NOUN
spir-8439	23	35	of	of	ADP
spir-8439	23	36	algorithms	algorithm	NOUN
spir-8439	23	37	–	–	PUNCT
spir-8439	23	38	that	that	PRON
spir-8439	23	39	includes	include	VERB
spir-8439	23	40	options	option	NOUN
spir-8439	23	41	ranging	range	VERB
spir-8439	23	42	from	from	ADP
spir-8439	23	43	self	self	NOUN
spir-8439	23	44	-	-	PUNCT
spir-8439	23	45	help	help	NOUN
spir-8439	23	46	by	by	ADP
spir-8439	23	47	users	user	NOUN
spir-8439	23	48	to	to	PART
spir-8439	23	49	self	self	NOUN
spir-8439	23	50	regulation	regulation	NOUN
spir-8439	23	51	by	by	ADP
spir-8439	23	52	the	the	DET
spir-8439	23	53	industry	industry	NOUN
spir-8439	23	54	,	,	PUNCT
spir-8439	23	55	and	and	CCONJ
spir-8439	23	56	finally	finally	ADV
spir-8439	23	57	statutory	statutory	ADJ
spir-8439	23	58	state	state	NOUN
spir-8439	23	59	regulation	regulation	NOUN
spir-8439	23	60	.	.	PUNCT
spir-8439	24	1	references	reference	NOUN
spir-8439	24	2	anderson	anderson	PROPN
spir-8439	24	3	,	,	PUNCT
spir-8439	24	4	c.	c.	PROPN
spir-8439	24	5	w.	w.	PROPN
spir-8439	24	6	(	(	PUNCT
spir-8439	24	7	2013	2013	NUM
spir-8439	24	8	)	)	PUNCT
spir-8439	24	9	,	,	PUNCT
spir-8439	24	10	towards	towards	ADP
spir-8439	24	11	a	a	DET
spir-8439	24	12	sociology	sociology	NOUN
spir-8439	24	13	of	of	ADP
spir-8439	24	14	computational	computational	ADJ
spir-8439	24	15	and	and	CCONJ
spir-8439	24	16	algorithmic	algorithmic	ADJ
spir-8439	24	17	journalism	journalism	NOUN
spir-8439	24	18	,	,	PUNCT
spir-8439	24	19	new	new	ADJ
spir-8439	24	20	media	medium	NOUN
spir-8439	24	21	&	&	CCONJ
spir-8439	24	22	society	society	NOUN
spir-8439	24	23	,	,	PUNCT
spir-8439	24	24	15	15	NUM
spir-8439	24	25	(	(	PUNCT
spir-8439	24	26	7	7	NUM
spir-8439	24	27	)	)	PUNCT
spir-8439	24	28	,	,	PUNCT
spir-8439	24	29	1005	1005	NUM
spir-8439	24	30	-	-	SYM
spir-8439	24	31	1021	1021	NUM
spir-8439	24	32	.	.	PUNCT
spir-8439	25	1	berger	berger	PROPN
spir-8439	25	2	,	,	PUNCT
spir-8439	25	3	p.	p.	PROPN
spir-8439	25	4	l.	l.	PROPN
spir-8439	25	5	;	;	PUNCT
spir-8439	25	6	luckmann	luckmann	PROPN
spir-8439	25	7	,	,	PUNCT
spir-8439	25	8	t.	t.	PROPN
spir-8439	25	9	(	(	PUNCT
spir-8439	25	10	1967	1967	NUM
spir-8439	25	11	)	)	PUNCT
spir-8439	25	12	,	,	PUNCT
spir-8439	25	13	the	the	DET
spir-8439	25	14	social	social	ADJ
spir-8439	25	15	construction	construction	NOUN
spir-8439	25	16	of	of	ADP
spir-8439	25	17	reality	reality	NOUN
spir-8439	25	18	,	,	PUNCT
spir-8439	25	19	new	new	PROPN
spir-8439	25	20	york	york	PROPN
spir-8439	25	21	:	:	PUNCT
spir-8439	25	22	doubleday	doubleday	PROPN
spir-8439	25	23	.	.	PUNCT
spir-8439	26	1	frenken	frenken	VERB
spir-8439	26	2	,	,	PUNCT
spir-8439	26	3	k.	k.	PROPN
spir-8439	26	4	(	(	PUNCT
spir-8439	26	5	2006	2006	NUM
spir-8439	26	6	)	)	PUNCT
spir-8439	26	7	,	,	PUNCT
spir-8439	26	8	innovation	innovation	NOUN
spir-8439	26	9	,	,	PUNCT
spir-8439	26	10	evolution	evolution	NOUN
spir-8439	26	11	and	and	CCONJ
spir-8439	26	12	complexity	complexity	NOUN
spir-8439	26	13	theory	theory	NOUN
spir-8439	26	14	,	,	PUNCT
spir-8439	26	15	cheltenham	cheltenham	PROPN
spir-8439	26	16	:	:	PUNCT
spir-8439	26	17	edward	edward	PROPN
spir-8439	26	18	elgar	elgar	PROPN
spir-8439	26	19	.	.	PUNCT
spir-8439	26	20	gillespie	gillespie	PROPN
spir-8439	26	21	,	,	PUNCT
spir-8439	26	22	t.	t.	PROPN
spir-8439	26	23	(	(	PUNCT
spir-8439	26	24	2014	2014	NUM
spir-8439	26	25	)	)	PUNCT
spir-8439	26	26	,	,	PUNCT
spir-8439	26	27	the	the	DET
spir-8439	26	28	relevance	relevance	NOUN
spir-8439	26	29	of	of	ADP
spir-8439	26	30	algorithms	algorithm	NOUN
spir-8439	26	31	,	,	PUNCT
spir-8439	26	32	in	in	ADP
spir-8439	26	33	:	:	PUNCT
spir-8439	26	34	gillespie	gillespie	PROPN
spir-8439	26	35	,	,	PUNCT
spir-8439	26	36	t.	t.	PROPN
spir-8439	26	37	;	;	PUNCT
spir-8439	26	38	boczkowski	boczkowski	ADJ
spir-8439	26	39	,	,	PUNCT
spir-8439	26	40	p.	p.	NOUN
spir-8439	26	41	;	;	PUNCT
spir-8439	26	42	foot	foot	NOUN
spir-8439	26	43	,	,	PUNCT
spir-8439	26	44	k.	k.	PROPN
spir-8439	26	45	(	(	PUNCT
spir-8439	26	46	eds	eds	PROPN
spir-8439	26	47	)	)	PUNCT
spir-8439	26	48	,	,	PUNCT
spir-8439	26	49	media	medium	NOUN
spir-8439	26	50	technologies	technology	NOUN
spir-8439	26	51	,	,	PUNCT
spir-8439	26	52	ma	ma	PROPN
spir-8439	26	53	:	:	PUNCT
spir-8439	26	54	mit	mit	PROPN
spir-8439	26	55	press	press	NOUN
spir-8439	26	56	,	,	PUNCT
spir-8439	26	57	167	167	NUM
spir-8439	26	58	-	-	SYM
spir-8439	26	59	194	194	NUM
spir-8439	26	60	.	.	PUNCT
spir-8439	27	1	latzer	latzer	PROPN
spir-8439	27	2	,	,	PUNCT
spir-8439	27	3	m.	m.	NOUN
spir-8439	27	4	(	(	PUNCT
spir-8439	27	5	2013	2013	NUM
spir-8439	27	6	)	)	PUNCT
spir-8439	27	7	,	,	PUNCT
spir-8439	27	8	medienwandel	medienwandel	NOUN
spir-8439	27	9	durch	durch	NOUN
spir-8439	27	10	innovation	innovation	NOUN
spir-8439	27	11	,	,	PUNCT
spir-8439	27	12	ko	ko	PROPN
spir-8439	27	13	-	-	PUNCT
spir-8439	27	14	evolution	evolution	NOUN
spir-8439	27	15	und	und	NOUN
spir-8439	27	16	komplexität	komplexität	NOUN
spir-8439	27	17	.	.	PUNCT
spir-8439	28	1	ein	ein	PROPN
spir-8439	28	2	aufriss	aufriss	PROPN
spir-8439	28	3	,	,	PUNCT
spir-8439	28	4	medien	medien	PROPN
spir-8439	28	5	und	und	PROPN
spir-8439	28	6	kommunikationswissenschaft	kommunikationswissenschaft	PROPN
spir-8439	28	7	,	,	PUNCT
spir-8439	28	8	2/2013	2/2013	NUM
spir-8439	28	9	,	,	PUNCT
spir-8439	28	10	235	235	NUM
spir-8439	28	11	-	-	SYM
spir-8439	28	12	252	252	NUM
spir-8439	28	13	.	.	PUNCT
spir-8439	29	1	latzer	latzer	PROPN
spir-8439	29	2	,	,	PUNCT
spir-8439	29	3	m.	m.	NOUN
spir-8439	29	4	;	;	PUNCT
spir-8439	29	5	hollnbuchner	hollnbuchner	NOUN
spir-8439	29	6	,	,	PUNCT
spir-8439	29	7	k.	k.	PROPN
spir-8439	29	8	;	;	PUNCT
spir-8439	29	9	just	just	ADV
spir-8439	29	10	,	,	PUNCT
spir-8439	29	11	n.	n.	PROPN
spir-8439	29	12	&	&	CCONJ
spir-8439	29	13	saurwein	saurwein	PROPN
spir-8439	29	14	,	,	PUNCT
spir-8439	29	15	f.	f.	PROPN
spir-8439	29	16	(	(	PUNCT
spir-8439	29	17	2014	2014	NUM
spir-8439	29	18	)	)	PUNCT
spir-8439	29	19	,	,	PUNCT
spir-8439	29	20	the	the	DET
spir-8439	29	21	economics	economic	NOUN
spir-8439	29	22	of	of	ADP
spir-8439	29	23	algorithmic	algorithmic	ADJ
spir-8439	29	24	selection	selection	NOUN
spir-8439	29	25	on	on	ADP
spir-8439	29	26	the	the	DET
spir-8439	29	27	internet	internet	NOUN
spir-8439	29	28	.	.	PUNCT
spir-8439	30	1	university	university	NOUN
spir-8439	30	2	of	of	ADP
spir-8439	30	3	zurich	zurich	PROPN
spir-8439	30	4	,	,	PUNCT
spir-8439	30	5	zurich.http://www.mediachange.ch/media//pdf/publications/economics_of_algorithmic_s	zurich.http://www.mediachange.ch/media//pdf/publications/economics_of_algorithmic_s	PROPN
spir-8439	30	6	election_wp.pdf	election_wp.pdf	NOUN
spir-8439	30	7	lessig	lessig	PROPN
spir-8439	30	8	,	,	PUNCT
spir-8439	30	9	l.	l.	PROPN
spir-8439	30	10	(	(	PUNCT
spir-8439	30	11	1999	1999	NUM
spir-8439	30	12	)	)	PUNCT
spir-8439	30	13	,	,	PUNCT
spir-8439	30	14	code	code	NOUN
spir-8439	30	15	and	and	CCONJ
spir-8439	30	16	other	other	ADJ
spir-8439	30	17	laws	law	NOUN
spir-8439	30	18	of	of	ADP
spir-8439	30	19	cyberspace	cyberspace	NOUN
spir-8439	30	20	,	,	PUNCT
spir-8439	30	21	new	new	PROPN
spir-8439	30	22	york	york	PROPN
spir-8439	30	23	,	,	PUNCT
spir-8439	30	24	ny	ny	PROPN
spir-8439	30	25	:	:	PUNCT
spir-8439	30	26	basic	basic	ADJ
spir-8439	30	27	books	book	NOUN
spir-8439	30	28	.	.	PUNCT
spir-8439	31	1	mager	mager	NOUN
spir-8439	31	2	,	,	PUNCT
spir-8439	31	3	a.	a.	NOUN
spir-8439	31	4	(	(	PUNCT
spir-8439	31	5	2012	2012	NUM
spir-8439	31	6	)	)	PUNCT
spir-8439	31	7	,	,	PUNCT
spir-8439	31	8	algorithmic	algorithmic	ADJ
spir-8439	31	9	ideology	ideology	NOUN
spir-8439	31	10	:	:	PUNCT
spir-8439	31	11	how	how	SCONJ
spir-8439	31	12	capitalist	capitalist	ADJ
spir-8439	31	13	society	society	NOUN
spir-8439	31	14	shapes	shape	VERB
spir-8439	31	15	search	search	NOUN
spir-8439	31	16	engines	engine	NOUN
spir-8439	31	17	,	,	PUNCT
spir-8439	31	18	information	information	NOUN
spir-8439	31	19	,	,	PUNCT
spir-8439	31	20	communication	communication	NOUN
spir-8439	31	21	&	&	CCONJ
spir-8439	31	22	society	society	NOUN
spir-8439	31	23	,	,	PUNCT
spir-8439	31	24	15	15	NUM
spir-8439	31	25	(	(	PUNCT
spir-8439	31	26	5	5	NUM
spir-8439	31	27	)	)	PUNCT
spir-8439	31	28	,	,	PUNCT
spir-8439	31	29	769	769	NUM
spir-8439	31	30	-	-	SYM
spir-8439	31	31	787	787	NUM
spir-8439	31	32	.	.	PUNCT
spir-8439	32	1	napoli	napoli	PROPN
spir-8439	32	2	,	,	PUNCT
spir-8439	32	3	p.	p.	NOUN
spir-8439	32	4	m.	m.	NOUN
spir-8439	32	5	(	(	PUNCT
spir-8439	32	6	2014	2014	NUM
spir-8439	32	7	)	)	PUNCT
spir-8439	32	8	,	,	PUNCT
spir-8439	32	9	on	on	ADP
spir-8439	32	10	automation	automation	NOUN
spir-8439	32	11	in	in	ADP
spir-8439	32	12	media	medium	NOUN
spir-8439	32	13	industries	industry	NOUN
spir-8439	32	14	:	:	PUNCT
spir-8439	32	15	integrating	integrate	VERB
spir-8439	32	16	algorithmic	algorithmic	ADJ
spir-8439	32	17	media	medium	NOUN
spir-8439	32	18	production	production	NOUN
spir-8439	32	19	into	into	ADP
spir-8439	32	20	media	media	NOUN
spir-8439	32	21	industries	industry	NOUN
spir-8439	32	22	scholarship	scholarship	NOUN
spir-8439	32	23	,	,	PUNCT
spir-8439	32	24	media	media	NOUN
spir-8439	32	25	industries	industry	NOUN
spir-8439	32	26	journal	journal	NOUN
spir-8439	32	27	,	,	PUNCT
spir-8439	32	28	1(1	1(1	NUM
spir-8439	32	29	)	)	PUNCT
spir-8439	32	30	,	,	PUNCT
spir-8439	32	31	33	33	NUM
spir-8439	32	32	-	-	SYM
spir-8439	32	33	38	38	NUM
spir-8439	32	34	.	.	PUNCT
spir-8439	33	1	nelson	nelson	PROPN
spir-8439	33	2	,	,	PUNCT
spir-8439	33	3	r.	r.	PROPN
spir-8439	33	4	;	;	PUNCT
spir-8439	33	5	winter	winter	NOUN
spir-8439	33	6	,	,	PUNCT
spir-8439	33	7	s.	s.	PROPN
spir-8439	33	8	(	(	PUNCT
spir-8439	33	9	1982	1982	NUM
spir-8439	33	10	)	)	PUNCT
spir-8439	33	11	,	,	PUNCT
spir-8439	33	12	an	an	DET
spir-8439	33	13	evolutionary	evolutionary	ADJ
spir-8439	33	14	theory	theory	NOUN
spir-8439	33	15	of	of	ADP
spir-8439	33	16	economic	economic	ADJ
spir-8439	33	17	change	change	NOUN
spir-8439	33	18	,	,	PUNCT
spir-8439	33	19	cambridge	cambridge	PROPN
spir-8439	33	20	:	:	PUNCT
spir-8439	33	21	harvard	harvard	PROPN
spir-8439	33	22	university	university	PROPN
spir-8439	33	23	press	press	NOUN
spir-8439	33	24	.	.	PUNCT
spir-8439	34	1	reidenberg	reidenberg	PROPN
spir-8439	34	2	,	,	PUNCT
spir-8439	34	3	j.	j.	PROPN
spir-8439	34	4	r.	r.	PROPN
spir-8439	34	5	(	(	PUNCT
spir-8439	34	6	1998	1998	NUM
spir-8439	34	7	)	)	PUNCT
spir-8439	34	8	,	,	PUNCT
spir-8439	34	9	lex	lex	PROPN
spir-8439	34	10	informatica	informatica	PROPN
spir-8439	34	11	:	:	PUNCT
spir-8439	34	12	the	the	DET
spir-8439	34	13	formulation	formulation	NOUN
spir-8439	34	14	of	of	ADP
spir-8439	34	15	information	information	NOUN
spir-8439	34	16	policy	policy	NOUN
spir-8439	34	17	rules	rule	NOUN
spir-8439	34	18	through	through	ADP
spir-8439	34	19	technology	technology	NOUN
spir-8439	34	20	,	,	PUNCT
spir-8439	34	21	texas	texas	PROPN
spir-8439	34	22	law	law	PROPN
spir-8439	34	23	review	review	PROPN
spir-8439	34	24	,	,	PUNCT
spir-8439	34	25	76	76	NUM
spir-8439	34	26	(	(	PUNCT
spir-8439	34	27	3	3	NUM
spir-8439	34	28	)	)	PUNCT
spir-8439	34	29	,	,	PUNCT
spir-8439	34	30	553	553	NUM
spir-8439	34	31	-	-	SYM
spir-8439	34	32	593	593	NUM
spir-8439	34	33	.	.	PUNCT
spir-8439	34	34	salvin	salvin	PROPN
spir-8439	34	35	,	,	PUNCT
spir-8439	34	36	k.	k.	PROPN
spir-8439	34	37	(	(	PUNCT
spir-8439	34	38	2011	2011	NUM
spir-8439	34	39	)	)	PUNCT
spir-8439	34	40	,	,	PUNCT
spir-8439	34	41	how	how	SCONJ
spir-8439	34	42	algorithms	algorithm	NOUN
spir-8439	34	43	shape	shape	VERB
spir-8439	34	44	our	our	PRON
spir-8439	34	45	world	world	NOUN
spir-8439	34	46	,	,	PUNCT
spir-8439	34	47	ted	te	VERB
spir-8439	34	48	talks	talk	NOUN
spir-8439	34	49	,	,	PUNCT
spir-8439	34	50	july	july	PROPN
spir-8439	34	51	2011	2011	NUM
spir-8439	34	52	,	,	PUNCT
spir-8439	34	53	http://www.ted.com/talks/kevin_slavin_how_algorithms_shape_our_world.html	http://www.ted.com/talks/kevin_slavin_how_algorithms_shape_our_world.html	NOUN
spir-8439	34	54	.	.	PUNCT
spir-8439	35	1	scott	scott	PROPN
spir-8439	35	2	,	,	PUNCT
spir-8439	35	3	w.	w.	PROPN
spir-8439	35	4	r.	r.	PROPN
spir-8439	35	5	(	(	PUNCT
spir-8439	35	6	1987	1987	NUM
spir-8439	35	7	)	)	PUNCT
spir-8439	35	8	,	,	PUNCT
spir-8439	35	9	the	the	DET
spir-8439	35	10	adolescence	adolescence	NOUN
spir-8439	35	11	of	of	ADP
spir-8439	35	12	institutional	institutional	ADJ
spir-8439	35	13	theory	theory	NOUN
spir-8439	35	14	,	,	PUNCT
spir-8439	35	15	administrative	administrative	ADJ
spir-8439	35	16	science	science	NOUN
spir-8439	35	17	quarterly	quarterly	ADV
spir-8439	35	18	,	,	PUNCT
spir-8439	35	19	32	32	NUM
spir-8439	35	20	(	(	PUNCT
spir-8439	35	21	4	4	NUM
spir-8439	35	22	)	)	PUNCT
spir-8439	35	23	,	,	PUNCT
spir-8439	35	24	493	493	NUM
spir-8439	35	25	-	-	SYM
spir-8439	35	26	511	511	NUM
spir-8439	35	27	.	.	PUNCT
spir-8439	36	1	shah	shah	PROPN
spir-8439	36	2	,	,	PUNCT
spir-8439	36	3	r.	r.	PROPN
spir-8439	36	4	c.	c.	PROPN
spir-8439	36	5	;	;	PUNCT
spir-8439	36	6	kesan	kesan	PROPN
spir-8439	36	7	,	,	PUNCT
spir-8439	36	8	j.	j.	PROPN
spir-8439	36	9	p.	p.	PROPN
spir-8439	36	10	(	(	PUNCT
spir-8439	36	11	2011	2011	NUM
spir-8439	36	12	)	)	PUNCT
spir-8439	36	13	,	,	PUNCT
spir-8439	36	14	software	software	NOUN
spir-8439	36	15	as	as	ADP
spir-8439	36	16	governance	governance	NOUN
spir-8439	36	17	,	,	PUNCT
spir-8439	36	18	illinois	illinois	PROPN
spir-8439	36	19	public	public	ADJ
spir-8439	36	20	law	law	NOUN
spir-8439	36	21	and	and	CCONJ
spir-8439	36	22	legal	legal	ADJ
spir-8439	36	23	theory	theory	NOUN
spir-8439	36	24	research	research	NOUN
spir-8439	36	25	papers	paper	NOUN
spir-8439	36	26	series	series	VERB
spir-8439	36	27	no	no	INTJ
spir-8439	36	28	.	.	PROPN
spir-8439	37	1	10	10	NUM
spir-8439	37	2	-	-	SYM
spir-8439	37	3	33	33	NUM
spir-8439	37	4	,	,	PUNCT
spir-8439	37	5	march	march	PROPN
spir-8439	37	6	2011	2011	NUM
spir-8439	37	7	,	,	PUNCT
spir-8439	37	8	http://papers.ssrn.com/abstract=1799431	http://papers.ssrn.com/abstract=1799431	PROPN
spir-8439	37	9	.	.	PUNCT
spir-8439	38	1	steiner	steiner	PROPN
spir-8439	38	2	,	,	PUNCT
spir-8439	38	3	c.	c.	PROPN
spir-8439	38	4	(	(	PUNCT
spir-8439	38	5	2012	2012	NUM
spir-8439	38	6	)	)	PUNCT
spir-8439	38	7	,	,	PUNCT
spir-8439	38	8	automate	automate	VERB
spir-8439	38	9	this	this	PRON
spir-8439	38	10	:	:	PUNCT
spir-8439	38	11	how	how	SCONJ
spir-8439	38	12	algorithms	algorithm	NOUN
spir-8439	38	13	came	come	VERB
spir-8439	38	14	to	to	PART
spir-8439	38	15	rule	rule	VERB
spir-8439	38	16	our	our	PRON
spir-8439	38	17	world	world	NOUN
spir-8439	38	18	,	,	PUNCT
spir-8439	38	19	new	new	PROPN
spir-8439	38	20	york	york	PROPN
spir-8439	38	21	:	:	PUNCT
spir-8439	38	22	penguin	penguin	PROPN
spir-8439	38	23	.	.	PUNCT
spir-8439	39	1	ziman	ziman	PROPN
spir-8439	39	2	,	,	PUNCT
spir-8439	39	3	j.	j.	PROPN
spir-8439	39	4	(	(	PUNCT
spir-8439	39	5	ed	ed	NOUN
spir-8439	39	6	)	)	PUNCT
spir-8439	39	7	(	(	PUNCT
spir-8439	39	8	2000	2000	NUM
spir-8439	39	9	)	)	PUNCT
spir-8439	39	10	,	,	PUNCT
spir-8439	39	11	technological	technological	ADJ
spir-8439	39	12	innovation	innovation	NOUN
spir-8439	39	13	as	as	ADP
spir-8439	39	14	an	an	DET
spir-8439	39	15	evolutionary	evolutionary	ADJ
spir-8439	39	16	process	process	NOUN
spir-8439	39	17	,	,	PUNCT
spir-8439	39	18	cambridge	cambridge	PROPN
spir-8439	39	19	:	:	PUNCT
spir-8439	39	20	cambridge	cambridge	PROPN
spir-8439	39	21	university	university	PROPN
spir-8439	39	22	press	press	NOUN
spir-8439	39	23	.	.	PUNCT