id	sid	tid	token	lemma	pos
spir-8791	1	1	selected	select	VERB
spir-8791	1	2	papers	paper	NOUN
spir-8791	1	3	of	of	ADP
spir-8791	1	4	aoir	aoir	NOUN
spir-8791	1	5	2016	2016	NUM
spir-8791	1	6	:	:	PUNCT
spir-8791	1	7	the	the	DET
spir-8791	1	8	17	17	NUM
spir-8791	1	9	th	th	PRON
spir-8791	1	10	annual	annual	ADJ
spir-8791	1	11	conference	conference	NOUN
spir-8791	1	12	of	of	ADP
spir-8791	1	13	the	the	DET
spir-8791	1	14	association	association	NOUN
spir-8791	1	15	of	of	ADP
spir-8791	1	16	internet	internet	NOUN
spir-8791	1	17	researchers	researcher	NOUN
spir-8791	1	18	berlin	berlin	PROPN
spir-8791	1	19	,	,	PUNCT
spir-8791	1	20	germany	germany	PROPN
spir-8791	1	21	/	/	SYM
spir-8791	1	22	5	5	NUM
spir-8791	1	23	-	-	SYM
spir-8791	1	24	8	8	NUM
spir-8791	1	25	october	october	PROPN
spir-8791	1	26	2016	2016	NUM
spir-8791	1	27	1	1	NUM
spir-8791	1	28	willson	willson	PROPN
spir-8791	1	29	,	,	PUNCT
spir-8791	1	30	m.	m.	NOUN
spir-8791	1	31	and	and	CCONJ
spir-8791	1	32	kinder	kind	ADJ
spir-8791	1	33	-	-	PUNCT
spir-8791	1	34	kurlanda	kurlanda	NOUN
spir-8791	1	35	,	,	PUNCT
spir-8791	1	36	k.	k.	PROPN
spir-8791	1	37	(	(	PUNCT
spir-8791	1	38	2016	2016	NUM
spir-8791	1	39	,	,	PUNCT
spir-8791	1	40	october	october	PROPN
spir-8791	1	41	5	5	NUM
spir-8791	1	42	-	-	SYM
spir-8791	1	43	8)	8)	NUM
spir-8791	1	44	.	.	PUNCT
spir-8791	2	1	playing	play	VERB
spir-8791	2	2	the	the	DET
spir-8791	2	3	algorithm	algorithm	NOUN
spir-8791	2	4	:	:	PUNCT
spir-8791	2	5	mobile	mobile	ADJ
spir-8791	2	6	gamers	gamer	NOUN
spir-8791	2	7	’	'	PUNCT
spir-8791	2	8	everyday	everyday	NOUN
spir-8791	2	9	(	(	PUNCT
spir-8791	2	10	in)visibility	in)visibility	NOUN
spir-8791	2	11	strategies	strategy	NOUN
spir-8791	2	12	.	.	PUNCT
spir-8791	3	1	paper	paper	NOUN
spir-8791	3	2	presented	present	VERB
spir-8791	3	3	at	at	ADP
spir-8791	3	4	aoir	aoir	NOUN
spir-8791	3	5	2016	2016	NUM
spir-8791	3	6	:	:	PUNCT
spir-8791	3	7	the	the	DET
spir-8791	3	8	17th	17th	ADJ
spir-8791	3	9	annual	annual	ADJ
spir-8791	3	10	conference	conference	NOUN
spir-8791	3	11	of	of	ADP
spir-8791	3	12	the	the	DET
spir-8791	3	13	association	association	NOUN
spir-8791	3	14	of	of	ADP
spir-8791	3	15	internet	internet	NOUN
spir-8791	3	16	researchers	researcher	NOUN
spir-8791	3	17	.	.	PUNCT
spir-8791	4	1	berlin	berlin	PROPN
spir-8791	4	2	,	,	PUNCT
spir-8791	4	3	germany	germany	PROPN
spir-8791	4	4	:	:	PUNCT
spir-8791	4	5	aoir	aoir	NOUN
spir-8791	4	6	.	.	PUNCT
spir-8791	4	7	retrieved	retrieve	VERB
spir-8791	4	8	from	from	ADP
spir-8791	4	9	http://spir.aoir.org	http://spir.aoir.org	PROPN
spir-8791	4	10	.	.	PUNCT
spir-8791	5	1	playing	play	VERB
spir-8791	5	2	the	the	DET
spir-8791	5	3	algorithm	algorithm	NOUN
spir-8791	5	4	:	:	PUNCT
spir-8791	5	5	mobile	mobile	ADJ
spir-8791	5	6	gamers	gamer	NOUN
spir-8791	5	7	’	'	PUNCT
spir-8791	5	8	everyday	everyday	NOUN
spir-8791	5	9	(	(	PUNCT
spir-8791	5	10	in)visibility	in)visibility	NOUN
spir-8791	5	11	strategies	strategy	NOUN
spir-8791	5	12	michele	michele	PROPN
spir-8791	5	13	willson	willson	PROPN
spir-8791	5	14	curtin	curtin	PROPN
spir-8791	5	15	university	university	PROPN
spir-8791	5	16	,	,	PUNCT
spir-8791	5	17	australia	australia	PROPN
spir-8791	5	18	katharina	katharina	PROPN
spir-8791	5	19	kinder	kinder	PROPN
spir-8791	5	20	-	-	PUNCT
spir-8791	5	21	kurlanda	kurlanda	PROPN
spir-8791	5	22	gesisleibniz	gesisleibniz	PROPN
spir-8791	5	23	institute	institute	PROPN
spir-8791	5	24	for	for	ADP
spir-8791	5	25	the	the	DET
spir-8791	5	26	social	social	ADJ
spir-8791	5	27	sciences	sciences	PROPN
spir-8791	5	28	,	,	PUNCT
spir-8791	5	29	germany	germany	PROPN
spir-8791	5	30	internet	internet	NOUN
spir-8791	5	31	users	user	NOUN
spir-8791	5	32	are	be	AUX
spir-8791	5	33	increasingly	increasingly	ADV
spir-8791	5	34	aware	aware	ADJ
spir-8791	5	35	that	that	SCONJ
spir-8791	5	36	they	they	PRON
spir-8791	5	37	generate	generate	VERB
spir-8791	5	38	data	datum	NOUN
spir-8791	5	39	traces	trace	NOUN
spir-8791	5	40	and	and	CCONJ
spir-8791	5	41	that	that	SCONJ
spir-8791	5	42	they	they	PRON
spir-8791	5	43	are	be	AUX
spir-8791	5	44	acting	act	VERB
spir-8791	5	45	in	in	ADP
spir-8791	5	46	spaces	space	NOUN
spir-8791	5	47	in	in	ADP
spir-8791	5	48	which	which	PRON
spir-8791	5	49	algorithms	algorithm	NOUN
spir-8791	5	50	operate	operate	VERB
spir-8791	5	51	.	.	PUNCT
spir-8791	6	1	in	in	ADP
spir-8791	6	2	germany	germany	PROPN
spir-8791	6	3	,	,	PUNCT
spir-8791	6	4	scandals	scandal	NOUN
spir-8791	6	5	related	relate	VERB
spir-8791	6	6	to	to	ADP
spir-8791	6	7	intelligence	intelligence	NOUN
spir-8791	6	8	services	service	NOUN
spir-8791	6	9	’	'	PUNCT
spir-8791	6	10	data	datum	NOUN
spir-8791	6	11	collection	collection	NOUN
spir-8791	6	12	practices	practice	NOUN
spir-8791	6	13	have	have	AUX
spir-8791	6	14	been	be	AUX
spir-8791	6	15	instrumental	instrumental	ADJ
spir-8791	6	16	in	in	ADP
spir-8791	6	17	shaping	shape	VERB
spir-8791	6	18	people	people	NOUN
spir-8791	6	19	's	's	PART
spir-8791	6	20	image	image	NOUN
spir-8791	6	21	of	of	ADP
spir-8791	6	22	social	social	ADJ
spir-8791	6	23	media	medium	NOUN
spir-8791	6	24	and	and	CCONJ
spir-8791	6	25	personal	personal	ADJ
spir-8791	6	26	digital	digital	ADJ
spir-8791	6	27	devices	device	NOUN
spir-8791	6	28	.	.	PUNCT
spir-8791	7	1	in	in	ADP
spir-8791	7	2	australia	australia	PROPN
spir-8791	7	3	,	,	PUNCT
spir-8791	7	4	the	the	DET
spir-8791	7	5	revelation	revelation	NOUN
spir-8791	7	6	about	about	ADP
spir-8791	7	7	the	the	DET
spir-8791	7	8	release	release	NOUN
spir-8791	7	9	of	of	ADP
spir-8791	7	10	australian	australian	ADJ
spir-8791	7	11	user	user	NOUN
spir-8791	7	12	data	datum	NOUN
spir-8791	7	13	to	to	ADP
spir-8791	7	14	the	the	DET
spir-8791	7	15	nsa	nsa	PROPN
spir-8791	7	16	in	in	ADP
spir-8791	7	17	the	the	DET
spir-8791	7	18	united	united	PROPN
spir-8791	7	19	states	states	PROPN
spir-8791	7	20	similarly	similarly	ADV
spir-8791	7	21	highlighted	highlight	VERB
spir-8791	7	22	the	the	DET
spir-8791	7	23	capacity	capacity	NOUN
spir-8791	7	24	for	for	SCONJ
spir-8791	7	25	data	datum	NOUN
spir-8791	7	26	to	to	PART
spir-8791	7	27	be	be	AUX
spir-8791	7	28	reappropriated	reappropriate	VERB
spir-8791	7	29	and	and	CCONJ
spir-8791	7	30	employed	employ	VERB
spir-8791	7	31	for	for	ADP
spir-8791	7	32	other	other	ADJ
spir-8791	7	33	unrelated	unrelated	ADJ
spir-8791	7	34	and	and	CCONJ
spir-8791	7	35	unapproved	unapproved	ADJ
spir-8791	7	36	purposes	purpose	NOUN
spir-8791	7	37	.	.	PUNCT
spir-8791	8	1	globally	globally	ADV
spir-8791	8	2	,	,	PUNCT
spir-8791	8	3	concerns	concern	NOUN
spir-8791	8	4	about	about	ADP
spir-8791	8	5	a	a	DET
spir-8791	8	6	loss	loss	NOUN
spir-8791	8	7	of	of	ADP
spir-8791	8	8	the	the	DET
spir-8791	8	9	private	private	ADJ
spir-8791	8	10	sphere	sphere	NOUN
spir-8791	8	11	also	also	ADV
spir-8791	8	12	led	lead	VERB
spir-8791	8	13	to	to	ADP
spir-8791	8	14	negative	negative	ADJ
spir-8791	8	15	reactions	reaction	NOUN
spir-8791	8	16	towards	towards	ADP
spir-8791	8	17	unsolicited	unsolicited	ADJ
spir-8791	8	18	information	information	NOUN
spir-8791	8	19	gathering	gathering	NOUN
spir-8791	8	20	,	,	PUNCT
spir-8791	8	21	for	for	ADP
spir-8791	8	22	example	example	NOUN
spir-8791	8	23	,	,	PUNCT
spir-8791	8	24	by	by	ADP
spir-8791	8	25	the	the	DET
spir-8791	8	26	google	google	PROPN
spir-8791	8	27	streetview	streetview	PROPN
spir-8791	8	28	car	car	NOUN
spir-8791	8	29	.	.	PUNCT
spir-8791	9	1	public	public	ADJ
spir-8791	9	2	concerns	concern	NOUN
spir-8791	9	3	have	have	AUX
spir-8791	9	4	resulted	result	VERB
spir-8791	9	5	in	in	ADP
spir-8791	9	6	legislative	legislative	ADJ
spir-8791	9	7	and	and	CCONJ
spir-8791	9	8	policy	policy	NOUN
spir-8791	9	9	changes	change	NOUN
spir-8791	9	10	,	,	PUNCT
spir-8791	9	11	and	and	CCONJ
spir-8791	9	12	prompted	prompt	VERB
spir-8791	9	13	reactions	reaction	NOUN
spir-8791	9	14	and	and	CCONJ
spir-8791	9	15	behavioural	behavioural	ADJ
spir-8791	9	16	changes	change	NOUN
spir-8791	9	17	among	among	ADP
spir-8791	9	18	users	user	NOUN
spir-8791	9	19	.	.	PUNCT
spir-8791	10	1	in	in	ADP
spir-8791	10	2	this	this	DET
spir-8791	10	3	contribution	contribution	NOUN
spir-8791	10	4	,	,	PUNCT
spir-8791	10	5	we	we	PRON
spir-8791	10	6	examine	examine	VERB
spir-8791	10	7	the	the	DET
spir-8791	10	8	everyday	everyday	ADJ
spir-8791	10	9	practices	practice	NOUN
spir-8791	10	10	of	of	ADP
spir-8791	10	11	casual	casual	ADJ
spir-8791	10	12	gamers	gamer	NOUN
spir-8791	10	13	in	in	ADP
spir-8791	10	14	their	their	PRON
spir-8791	10	15	interaction	interaction	NOUN
spir-8791	10	16	with	with	ADP
spir-8791	10	17	mobile	mobile	ADJ
spir-8791	10	18	games	game	NOUN
spir-8791	10	19	as	as	ADP
spir-8791	10	20	algorithmic	algorithmic	ADJ
spir-8791	10	21	spaces	space	NOUN
spir-8791	10	22	.	.	PUNCT
spir-8791	11	1	games	game	NOUN
spir-8791	11	2	on	on	ADP
spir-8791	11	3	mobile	mobile	ADJ
spir-8791	11	4	phones	phone	NOUN
spir-8791	11	5	or	or	CCONJ
spir-8791	11	6	tablets	tablet	NOUN
spir-8791	11	7	,	,	PUNCT
spir-8791	11	8	similar	similar	ADJ
spir-8791	11	9	to	to	ADP
spir-8791	11	10	many	many	ADJ
spir-8791	11	11	other	other	ADJ
spir-8791	11	12	mobile	mobile	ADJ
spir-8791	11	13	apps	app	NOUN
spir-8791	11	14	,	,	PUNCT
spir-8791	11	15	enable	enable	VERB
spir-8791	11	16	the	the	DET
spir-8791	11	17	collection	collection	NOUN
spir-8791	11	18	and	and	CCONJ
spir-8791	11	19	analysis	analysis	NOUN
spir-8791	11	20	of	of	ADP
spir-8791	11	21	user	user	NOUN
spir-8791	11	22	data	datum	NOUN
spir-8791	11	23	.	.	PUNCT
spir-8791	12	1	these	these	DET
spir-8791	12	2	analyses	analysis	NOUN
spir-8791	12	3	are	be	AUX
spir-8791	12	4	performed	perform	VERB
spir-8791	12	5	by	by	ADP
spir-8791	12	6	simple	simple	ADJ
spir-8791	12	7	or	or	CCONJ
spir-8791	12	8	complex	complex	ADJ
spir-8791	12	9	algorithms	algorithm	NOUN
spir-8791	12	10	.	.	PUNCT
spir-8791	13	1	we	we	PRON
spir-8791	13	2	are	be	AUX
spir-8791	13	3	interested	interested	ADJ
spir-8791	13	4	in	in	ADP
spir-8791	13	5	how	how	SCONJ
spir-8791	13	6	casual	casual	ADJ
spir-8791	13	7	gamer	gamer	NOUN
spir-8791	13	8	awareness	awareness	NOUN
spir-8791	13	9	of	of	ADP
spir-8791	13	10	these	these	DET
spir-8791	13	11	practices	practice	NOUN
spir-8791	13	12	alongside	alongside	ADP
spir-8791	13	13	broader	broad	ADJ
spir-8791	13	14	privacy	privacy	NOUN
spir-8791	13	15	concerns	concern	NOUN
spir-8791	13	16	are	be	AUX
spir-8791	13	17	navigated	navigate	VERB
spir-8791	13	18	.	.	PUNCT
spir-8791	14	1	tufekci	tufekci	PROPN
spir-8791	14	2	(	(	PUNCT
spir-8791	14	3	2014	2014	NUM
spir-8791	14	4	)	)	PUNCT
spir-8791	14	5	showed	show	VERB
spir-8791	14	6	how	how	SCONJ
spir-8791	14	7	social	social	ADJ
spir-8791	14	8	media	media	NOUN
spir-8791	14	9	users	user	NOUN
spir-8791	14	10	adapt	adapt	VERB
spir-8791	14	11	their	their	PRON
spir-8791	14	12	practices	practice	NOUN
spir-8791	14	13	on	on	ADP
spir-8791	14	14	the	the	DET
spir-8791	14	15	basis	basis	NOUN
spir-8791	14	16	of	of	ADP
spir-8791	14	17	experiences	experience	NOUN
spir-8791	14	18	with	with	ADP
spir-8791	14	19	algorithmic	algorithmic	ADJ
spir-8791	14	20	agency	agency	NOUN
spir-8791	14	21	in	in	ADP
spir-8791	14	22	the	the	DET
spir-8791	14	23	context	context	NOUN
spir-8791	14	24	of	of	ADP
spir-8791	14	25	the	the	DET
spir-8791	14	26	gezi	gezi	ADJ
spir-8791	14	27	protests	protest	NOUN
spir-8791	14	28	.	.	PUNCT
spir-8791	15	1	the	the	DET
spir-8791	15	2	trending	trend	VERB
spir-8791	15	3	topics	topic	NOUN
spir-8791	15	4	on	on	ADP
spir-8791	15	5	the	the	DET
spir-8791	15	6	twitter	twitter	NOUN
spir-8791	15	7	start	start	NOUN
spir-8791	15	8	page	page	NOUN
spir-8791	15	9	are	be	AUX
spir-8791	15	10	an	an	DET
spir-8791	15	11	example	example	NOUN
spir-8791	15	12	of	of	ADP
spir-8791	15	13	such	such	ADJ
spir-8791	15	14	algorithmic	algorithmic	ADJ
spir-8791	15	15	agency	agency	NOUN
spir-8791	15	16	.	.	PUNCT
spir-8791	16	1	tufekci	tufekci	PROPN
spir-8791	16	2	describes	describe	VERB
spir-8791	16	3	how	how	SCONJ
spir-8791	16	4	the	the	DET
spir-8791	16	5	announcement	announcement	NOUN
spir-8791	16	6	of	of	ADP
spir-8791	16	7	the	the	DET
spir-8791	16	8	publication	publication	NOUN
spir-8791	16	9	date	date	NOUN
spir-8791	16	10	of	of	ADP
spir-8791	16	11	a	a	DET
spir-8791	16	12	specific	specific	ADJ
spir-8791	16	13	hashtag	hashtag	NOUN
spir-8791	16	14	in	in	ADP
spir-8791	16	15	advance	advance	NOUN
spir-8791	16	16	led	lead	VERB
spir-8791	16	17	to	to	ADP
spir-8791	16	18	the	the	DET
spir-8791	16	19	hashtag	hashtag	NOUN
spir-8791	16	20	being	be	AUX
spir-8791	16	21	re	re	VERB
spir-8791	16	22	-	-	VERB
spir-8791	16	23	tweeted	tweet	VERB
spir-8791	16	24	by	by	ADP
spir-8791	16	25	thousands	thousand	NOUN
spir-8791	16	26	of	of	ADP
spir-8791	16	27	twitter	twitter	NOUN
spir-8791	16	28	users	user	NOUN
spir-8791	16	29	(	(	PUNCT
spir-8791	16	30	tufekci	tufekci	ADJ
spir-8791	16	31	2014	2014	NUM
spir-8791	16	32	)	)	PUNCT
spir-8791	16	33	.	.	PUNCT
spir-8791	17	1	publishing	publish	VERB
spir-8791	17	2	a	a	DET
spir-8791	17	3	hashtag	hashtag	NOUN
spir-8791	17	4	at	at	ADP
spir-8791	17	5	a	a	DET
spir-8791	17	6	predefined	predefine	VERB
spir-8791	17	7	moment	moment	NOUN
spir-8791	17	8	leads	lead	VERB
spir-8791	17	9	to	to	ADP
spir-8791	17	10	the	the	DET
spir-8791	17	11	generation	generation	NOUN
spir-8791	17	12	of	of	ADP
spir-8791	17	13	a	a	DET
spir-8791	17	14	maximum	maximum	ADJ
spir-8791	17	15	spike	spike	NOUN
spir-8791	17	16	,	,	PUNCT
spir-8791	17	17	to	to	PART
spir-8791	17	18	which	which	DET
spir-8791	17	19	twitter	twitter	NOUN
spir-8791	17	20	’s	’s	PART
spir-8791	17	21	trending	trend	VERB
spir-8791	17	22	algorithm	algorithm	NOUN
spir-8791	17	23	reacts	react	VERB
spir-8791	17	24	.	.	PUNCT
spir-8791	18	1	as	as	SCONJ
spir-8791	18	2	trending	trend	VERB
spir-8791	18	3	generates	generate	VERB
spir-8791	18	4	great	great	ADJ
spir-8791	18	5	attention	attention	NOUN
spir-8791	18	6	for	for	ADP
spir-8791	18	7	a	a	DET
spir-8791	18	8	specific	specific	ADJ
spir-8791	18	9	topic	topic	NOUN
spir-8791	18	10	,	,	PUNCT
spir-8791	18	11	numerous	numerous	ADJ
spir-8791	18	12	practices	practice	NOUN
spir-8791	18	13	of	of	ADP
spir-8791	18	14	deliberate	deliberate	ADJ
spir-8791	18	15	manipulation	manipulation	NOUN
spir-8791	18	16	of	of	ADP
spir-8791	18	17	trends	trend	NOUN
spir-8791	18	18	have	have	AUX
spir-8791	18	19	been	be	AUX
spir-8791	18	20	established	establish	VERB
spir-8791	18	21	which	which	PRON
spir-8791	18	22	are	be	AUX
spir-8791	18	23	more	more	ADV
spir-8791	18	24	or	or	CCONJ
spir-8791	18	25	less	less	ADV
spir-8791	18	26	professionally	professionally	ADV
spir-8791	18	27	used	use	VERB
spir-8791	18	28	by	by	ADP
spir-8791	18	29	individual	individual	ADJ
spir-8791	18	30	users	user	NOUN
spir-8791	18	31	,	,	PUNCT
spir-8791	18	32	organizations	organization	NOUN
spir-8791	18	33	or	or	CCONJ
spir-8791	18	34	enterprises	enterprise	NOUN
spir-8791	18	35	.	.	PUNCT
spir-8791	19	1	lobbying	lobby	VERB
spir-8791	19	2	right	right	ADV
spir-8791	19	3	up	up	ADP
spir-8791	19	4	to	to	ADP
spir-8791	19	5	the	the	DET
spir-8791	19	6	deployment	deployment	NOUN
spir-8791	19	7	of	of	ADP
spir-8791	19	8	botnetworks	botnetwork	NOUN
spir-8791	19	9	,	,	PUNCT
spir-8791	19	10	which	which	PRON
spir-8791	19	11	push	push	VERB
spir-8791	19	12	content	content	NOUN
spir-8791	19	13	for	for	ADP
spir-8791	19	14	often	often	ADV
spir-8791	19	15	opaque	opaque	ADJ
spir-8791	19	16	reasons	reason	NOUN
spir-8791	19	17	(	(	PUNCT
spir-8791	19	18	hegelich	hegelich	NOUN
spir-8791	19	19	2016	2016	NUM
spir-8791	19	20	)	)	PUNCT
spir-8791	19	21	are	be	AUX
spir-8791	19	22	being	be	AUX
spir-8791	19	23	employed	employ	VERB
spir-8791	19	24	.	.	PUNCT
spir-8791	20	1	such	such	ADJ
spir-8791	20	2	practices	practice	NOUN
spir-8791	20	3	lead	lead	VERB
spir-8791	20	4	to	to	ADP
spir-8791	20	5	data	datum	NOUN
spir-8791	20	6	containing	contain	VERB
spir-8791	20	7	an	an	DET
spir-8791	20	8	element	element	NOUN
spir-8791	20	9	of	of	ADP
spir-8791	20	10	recursiveness	recursiveness	NOUN
spir-8791	20	11	and	and	CCONJ
spir-8791	20	12	‘	'	PUNCT
spir-8791	20	13	cultures	culture	NOUN
spir-8791	20	14	of	of	ADP
spir-8791	20	15	circulation	circulation	NOUN
spir-8791	20	16	’	'	PUNCT
spir-8791	20	17	emerge	emerge	VERB
spir-8791	20	18	as	as	SCONJ
spir-8791	20	19	the	the	DET
spir-8791	20	20	algorithms	algorithm	NOUN
spir-8791	20	21	adapt	adapt	VERB
spir-8791	20	22	to	to	ADP
spir-8791	20	23	user	user	NOUN
spir-8791	20	24	behaviour	behaviour	NOUN
spir-8791	20	25	and	and	CCONJ
spir-8791	20	26	users	user	NOUN
spir-8791	20	27	in	in	ADP
spir-8791	20	28	turn	turn	NOUN
spir-8791	20	29	adapt	adapt	VERB
spir-8791	20	30	to	to	ADP
spir-8791	20	31	the	the	DET
spir-8791	20	32	results	result	NOUN
spir-8791	20	33	of	of	ADP
spir-8791	20	34	algorithmic	algorithmic	ADJ
spir-8791	20	35	analyses	analysis	NOUN
spir-8791	20	36	(	(	PUNCT
spir-8791	20	37	beer	beer	NOUN
spir-8791	20	38	and	and	CCONJ
spir-8791	20	39	burrows	burrow	NOUN
spir-8791	20	40	2013	2013	NUM
spir-8791	20	41	)	)	PUNCT
spir-8791	20	42	.	.	PUNCT
spir-8791	21	1	couldry	couldry	PROPN
spir-8791	21	2	and	and	CCONJ
spir-8791	21	3	powell	powell	PROPN
spir-8791	21	4	(	(	PUNCT
spir-8791	21	5	2014	2014	NUM
spir-8791	21	6	)	)	PUNCT
spir-8791	21	7	found	find	VERB
spir-8791	21	8	too	too	ADV
spir-8791	21	9	little	little	ADJ
spir-8791	21	10	attention	attention	NOUN
spir-8791	21	11	is	be	AUX
spir-8791	21	12	given	give	VERB
spir-8791	21	13	to	to	ADP
spir-8791	21	14	the	the	DET
spir-8791	21	15	consideration	consideration	NOUN
spir-8791	21	16	of	of	ADP
spir-8791	21	17	the	the	DET
spir-8791	21	18	power	power	NOUN
spir-8791	21	19	of	of	ADP
spir-8791	21	20	algorithms	algorithm	NOUN
spir-8791	21	21	:	:	PUNCT
spir-8791	21	22	the	the	DET
spir-8791	21	23	consequences	consequence	NOUN
spir-8791	21	24	of	of	ADP
spir-8791	21	25	analysis	analysis	NOUN
spir-8791	21	26	results	result	NOUN
spir-8791	21	27	for	for	ADP
spir-8791	21	28	user	user	NOUN
spir-8791	21	29	behaviour	behaviour	NOUN
spir-8791	21	30	and	and	CCONJ
spir-8791	21	31	algorithmic	algorithmic	ADJ
spir-8791	21	32	reflexivity	reflexivity	NOUN
spir-8791	21	33	are	be	AUX
spir-8791	21	34	often	often	ADV
spir-8791	21	35	neglected	neglect	VERB
spir-8791	21	36	.	.	PUNCT
spir-8791	22	1	they	they	PRON
spir-8791	22	2	call	call	VERB
spir-8791	22	3	for	for	ADP
spir-8791	22	4	making	make	VERB
spir-8791	22	5	space	space	NOUN
spir-8791	22	6	for	for	ADP
spir-8791	22	7	agency	agency	NOUN
spir-8791	22	8	or	or	CCONJ
spir-8791	22	9	reflexivity	reflexivity	NOUN
spir-8791	22	10	on	on	ADP
spir-8791	22	11	the	the	DET
spir-8791	22	12	part	part	NOUN
spir-8791	22	13	of	of	ADP
spir-8791	22	14	the	the	DET
spir-8791	22	15	‘	'	PUNCT
spir-8791	22	16	smaller	small	ADJ
spir-8791	22	17	’	'	PUNCT
spir-8791	22	18	actors	actor	NOUN
spir-8791	22	19	and	and	CCONJ
spir-8791	22	20	for	for	ADP
spir-8791	22	21	the	the	DET
spir-8791	22	22	various	various	ADJ
spir-8791	22	23	ways	way	NOUN
spir-8791	22	24	in	in	ADP
spir-8791	22	25	which	which	PRON
spir-8791	22	26	they	they	PRON
spir-8791	22	27	construct	construct	VERB
spir-8791	22	28	and	and	CCONJ
spir-8791	22	29	implement	implement	VERB
spir-8791	22	30	power	power	NOUN
spir-8791	22	31	and	and	CCONJ
spir-8791	22	32	participation	participation	NOUN
spir-8791	22	33	in	in	ADP
spir-8791	22	34	diverse	diverse	ADJ
spir-8791	22	35	contexts	contexts	NOUN
spir-8791	22	36	.	.	PUNCT
spir-8791	23	1	a	a	DET
spir-8791	23	2	‘	'	PUNCT
spir-8791	23	3	social	social	ADJ
spir-8791	23	4	analytics	analytic	NOUN
spir-8791	23	5	’	'	PUNCT
spir-8791	23	6	approach	approach	NOUN
spir-8791	23	7	can	can	AUX
spir-8791	23	8	reveal	reveal	VERB
spir-8791	23	9	how	how	SCONJ
spir-8791	23	10	specific	specific	ADJ
spir-8791	23	11	actors	actor	NOUN
spir-8791	23	12	are	be	AUX
spir-8791	23	13	involved	involve	VERB
spir-8791	23	14	in	in	ADP
spir-8791	23	15	social	social	ADJ
spir-8791	23	16	processes	process	NOUN
spir-8791	23	17	of	of	ADP
spir-8791	23	18	reflection	reflection	NOUN
spir-8791	23	19	,	,	PUNCT
spir-8791	23	20	surveillance	surveillance	NOUN
spir-8791	23	21	and	and	CCONJ
spir-8791	23	22	observation	observation	NOUN
spir-8791	23	23	as	as	ADV
spir-8791	23	24	well	well	ADV
spir-8791	23	25	as	as	ADP
spir-8791	23	26	in	in	ADP
spir-8791	23	27	iterative	iterative	NOUN
spir-8791	23	28	adjustment	adjustment	NOUN
spir-8791	23	29	even	even	ADV
spir-8791	23	30	though	though	SCONJ
spir-8791	23	31	often	often	ADV
spir-8791	23	32	only	only	ADV
spir-8791	23	33	minimal	minimal	ADJ
spir-8791	23	34	adjustments	adjustment	NOUN
spir-8791	23	35	are	be	AUX
spir-8791	23	36	possible	possible	ADJ
spir-8791	23	37	for	for	ADP
spir-8791	23	38	the	the	DET
spir-8791	23	39	users	user	NOUN
spir-8791	23	40	(	(	PUNCT
spir-8791	23	41	couldry	couldry	NOUN
spir-8791	23	42	and	and	CCONJ
spir-8791	23	43	powell	powell	PROPN
spir-8791	23	44	2014	2014	NUM
spir-8791	23	45	)	)	PUNCT
spir-8791	23	46	.	.	PUNCT
spir-8791	24	1	in	in	ADP
spir-8791	24	2	his	his	PRON
spir-8791	24	3	discussion	discussion	NOUN
spir-8791	24	4	of	of	ADP
spir-8791	24	5	everyday	everyday	ADJ
spir-8791	24	6	life	life	NOUN
spir-8791	24	7	practices	practice	NOUN
spir-8791	24	8	,	,	PUNCT
spir-8791	24	9	michel	michel	PROPN
spir-8791	24	10	de	de	PROPN
spir-8791	24	11	certeau	certeau	PROPN
spir-8791	24	12	(	(	PUNCT
spir-8791	24	13	1984	1984	NUM
spir-8791	24	14	)	)	PUNCT
spir-8791	24	15	notes	note	VERB
spir-8791	24	16	how	how	SCONJ
spir-8791	24	17	tactics	tactic	NOUN
spir-8791	24	18	are	be	AUX
spir-8791	24	19	commonly	commonly	ADV
spir-8791	24	20	employed	employ	VERB
spir-8791	24	21	by	by	ADP
spir-8791	24	22	people	people	NOUN
spir-8791	24	23	(	(	PUNCT
spir-8791	24	24	in	in	ADP
spir-8791	24	25	their	their	PRON
spir-8791	24	26	capacity	capacity	NOUN
spir-8791	24	27	as	as	ADP
spir-8791	24	28	consumers	consumer	NOUN
spir-8791	24	29	,	,	PUNCT
spir-8791	24	30	readers	reader	NOUN
spir-8791	24	31	,	,	PUNCT
spir-8791	24	32	audiences	audience	NOUN
spir-8791	24	33	,	,	PUNCT
spir-8791	24	34	pedestrians	pedestrian	NOUN
spir-8791	24	35	,	,	PUNCT
spir-8791	24	36	and	and	CCONJ
spir-8791	24	37	so	so	ADV
spir-8791	24	38	forth	forth	ADV
spir-8791	24	39	)	)	PUNCT
spir-8791	24	40	in	in	ADP
spir-8791	24	41	order	order	NOUN
spir-8791	24	42	to	to	PART
spir-8791	24	43	shape	shape	VERB
spir-8791	24	44	or	or	CCONJ
spir-8791	24	45	influence	influence	VERB
spir-8791	24	46	constrained	constrain	VERB
spir-8791	24	47	environments	environment	NOUN
spir-8791	24	48	(	(	PUNCT
spir-8791	24	49	e.g.	e.g.	ADV
spir-8791	24	50	by	by	ADP
spir-8791	24	51	technical	technical	ADJ
spir-8791	24	52	,	,	PUNCT
spir-8791	24	53	economic	economic	ADJ
spir-8791	24	54	,	,	PUNCT
spir-8791	24	55	political	political	ADJ
spir-8791	24	56	systems	system	NOUN
spir-8791	24	57	)	)	PUNCT
spir-8791	24	58	and	and	CCONJ
spir-8791	24	59	practices	practice	NOUN
spir-8791	24	60	.	.	PUNCT
spir-8791	25	1	tactics	tactic	NOUN
spir-8791	25	2	are	be	AUX
spir-8791	25	3	described	describe	VERB
spir-8791	25	4	as	as	ADP
spir-8791	25	5	practices	practice	NOUN
spir-8791	25	6	of	of	ADP
spir-8791	25	7	resistance	resistance	NOUN
spir-8791	25	8	and	and	CCONJ
spir-8791	25	9	appropriation	appropriation	NOUN
spir-8791	25	10	enacted	enact	VERB
spir-8791	25	11	against	against	ADP
spir-8791	25	12	the	the	DET
spir-8791	25	13	constructs	construct	NOUN
spir-8791	25	14	of	of	ADP
spir-8791	25	15	(	(	PUNCT
spir-8791	25	16	seemingly	seemingly	ADV
spir-8791	25	17	)	)	PUNCT
spir-8791	25	18	larger	large	ADJ
spir-8791	25	19	and	and	CCONJ
spir-8791	25	20	more	more	ADV
spir-8791	25	21	powerful	powerful	ADJ
spir-8791	25	22	systems	system	NOUN
spir-8791	25	23	and	and	CCONJ
spir-8791	25	24	actors	actor	NOUN
spir-8791	25	25	.	.	PUNCT
spir-8791	26	1	in	in	ADP
spir-8791	26	2	our	our	PRON
spir-8791	26	3	discussion	discussion	NOUN
spir-8791	26	4	here	here	ADV
spir-8791	26	5	,	,	PUNCT
spir-8791	26	6	these	these	PRON
spir-8791	26	7	may	may	AUX
spir-8791	26	8	refer	refer	VERB
spir-8791	26	9	to	to	ADP
spir-8791	26	10	individual	individual	ADJ
spir-8791	26	11	corporate	corporate	ADJ
spir-8791	26	12	actors	actor	NOUN
spir-8791	26	13	such	such	ADJ
spir-8791	26	14	as	as	ADP
spir-8791	26	15	game	game	NOUN
spir-8791	26	16	developers	developer	NOUN
spir-8791	26	17	(	(	PUNCT
spir-8791	26	18	who	who	PRON
spir-8791	26	19	may	may	AUX
spir-8791	26	20	again	again	ADV
spir-8791	26	21	be	be	AUX
spir-8791	26	22	entangled	entangle	VERB
spir-8791	26	23	in	in	ADP
spir-8791	26	24	constraints	constraint	NOUN
spir-8791	26	25	)	)	PUNCT
spir-8791	26	26	;	;	PUNCT
spir-8791	26	27	companies	company	NOUN
spir-8791	26	28	such	such	ADJ
spir-8791	26	29	as	as	ADP
spir-8791	26	30	facebook	facebook	NOUN
spir-8791	26	31	;	;	PUNCT
spir-8791	26	32	or	or	CCONJ
spir-8791	26	33	even	even	ADV
spir-8791	26	34	the	the	DET
spir-8791	26	35	broader	broad	ADJ
spir-8791	26	36	capitalist	capitalist	ADJ
spir-8791	26	37	system	system	NOUN
spir-8791	26	38	that	that	PRON
spir-8791	26	39	generates	generate	VERB
spir-8791	26	40	value	value	NOUN
spir-8791	26	41	from	from	ADP
spir-8791	26	42	data	datum	NOUN
spir-8791	26	43	gleaned	glean	VERB
spir-8791	26	44	from	from	ADP
spir-8791	26	45	users	user	NOUN
spir-8791	26	46	’	’	PART
spir-8791	26	47	everyday	everyday	ADJ
spir-8791	26	48	activities	activity	NOUN
spir-8791	26	49	.	.	PUNCT
spir-8791	27	1	beer	beer	NOUN
spir-8791	27	2	(	(	PUNCT
spir-8791	27	3	2009	2009	NUM
spir-8791	27	4	)	)	PUNCT
spir-8791	27	5	mentions	mention	VERB
spir-8791	27	6	three	three	NUM
spir-8791	27	7	areas	area	NOUN
spir-8791	27	8	for	for	ADP
spir-8791	27	9	such	such	ADJ
spir-8791	27	10	empirical	empirical	ADJ
spir-8791	27	11	studies	study	NOUN
spir-8791	27	12	:	:	PUNCT
spir-8791	27	13	the	the	DET
spir-8791	27	14	organizations	organization	NOUN
spir-8791	27	15	of	of	ADP
spir-8791	27	16	social	social	ADJ
spir-8791	27	17	media	medium	NOUN
spir-8791	27	18	providers	provider	NOUN
spir-8791	27	19	;	;	PUNCT
spir-8791	27	20	software	software	NOUN
spir-8791	27	21	infrastructure	infrastructure	NOUN
spir-8791	27	22	and	and	CCONJ
spir-8791	27	23	their	their	PRON
spir-8791	27	24	applications	application	NOUN
spir-8791	27	25	on	on	ADP
spir-8791	27	26	the	the	DET
spir-8791	27	27	web	web	NOUN
spir-8791	27	28	;	;	PUNCT
spir-8791	27	29	and	and	CCONJ
spir-8791	27	30	how	how	SCONJ
spir-8791	27	31	these	these	DET
spir-8791	27	32	two	two	NUM
spir-8791	27	33	play	play	VERB
spir-8791	27	34	out	out	ADP
spir-8791	27	35	in	in	ADP
spir-8791	27	36	the	the	DET
spir-8791	27	37	everyday	everyday	ADJ
spir-8791	27	38	lives	life	NOUN
spir-8791	27	39	of	of	ADP
spir-8791	27	40	those	those	PRON
spir-8791	27	41	using	use	VERB
spir-8791	27	42	(	(	PUNCT
spir-8791	27	43	or	or	CCONJ
spir-8791	27	44	not	not	PART
spir-8791	27	45	using	use	VERB
spir-8791	27	46	)	)	PUNCT
spir-8791	27	47	participatory	participatory	ADJ
spir-8791	27	48	webapplications	webapplication	NOUN
spir-8791	27	49	.	.	PUNCT
spir-8791	28	1	this	this	DET
spir-8791	28	2	third	third	ADJ
spir-8791	28	3	area	area	NOUN
spir-8791	28	4	considers	consider	VERB
spir-8791	28	5	“	"	PUNCT
spir-8791	28	6	...	...	PUNCT
spir-8791	28	7	how	how	SCONJ
spir-8791	28	8	and	and	CCONJ
spir-8791	28	9	why	why	SCONJ
spir-8791	28	10	individuals	individual	NOUN
spir-8791	28	11	divulge	divulge	VERB
spir-8791	28	12	information	information	NOUN
spir-8791	28	13	about	about	ADP
spir-8791	28	14	themselves	themselves	PRON
spir-8791	28	15	,	,	PUNCT
spir-8791	28	16	how	how	SCONJ
spir-8791	28	17	they	they	PRON
spir-8791	28	18	play	play	VERB
spir-8791	28	19	with	with	ADP
spir-8791	28	20	and	and	CCONJ
spir-8791	28	21	within	within	ADP
spir-8791	28	22	the	the	DET
spir-8791	28	23	boundaries	boundary	NOUN
spir-8791	28	24	of	of	ADP
spir-8791	28	25	the	the	DET
spir-8791	28	26	software	software	NOUN
spir-8791	28	27	,	,	PUNCT
spir-8791	28	28	how	how	SCONJ
spir-8791	28	29	they	they	PRON
spir-8791	28	30	react	react	VERB
spir-8791	28	31	to	to	ADP
spir-8791	28	32	and	and	CCONJ
spir-8791	28	33	resist	resist	VERB
spir-8791	28	34	the	the	DET
spir-8791	28	35	impulsions	impulsion	NOUN
spir-8791	28	36	written	write	VERB
spir-8791	28	37	into	into	ADP
spir-8791	28	38	the	the	DET
spir-8791	28	39	codes	code	NOUN
spir-8791	28	40	”	"	PUNCT
spir-8791	28	41	(	(	PUNCT
spir-8791	28	42	beer	beer	NOUN
spir-8791	28	43	2009	2009	NUM
spir-8791	28	44	)	)	PUNCT
spir-8791	28	45	and	and	CCONJ
spir-8791	28	46	it	it	PRON
spir-8791	28	47	is	be	AUX
spir-8791	28	48	this	this	DET
spir-8791	28	49	area	area	NOUN
spir-8791	28	50	that	that	SCONJ
spir-8791	28	51	we	we	PRON
spir-8791	28	52	are	be	AUX
spir-8791	28	53	interested	interested	ADJ
spir-8791	28	54	in	in	ADP
spir-8791	28	55	here	here	ADV
spir-8791	28	56	.	.	PUNCT
spir-8791	29	1	the	the	DET
spir-8791	29	2	complex	complex	ADJ
spir-8791	29	3	practices	practice	NOUN
spir-8791	29	4	of	of	ADP
spir-8791	29	5	utilizing	utilize	VERB
spir-8791	29	6	or	or	CCONJ
spir-8791	29	7	resisting	resist	VERB
spir-8791	29	8	algorithmic	algorithmic	ADJ
spir-8791	29	9	power	power	NOUN
spir-8791	29	10	in	in	ADP
spir-8791	29	11	everyday	everyday	ADJ
spir-8791	29	12	life	life	NOUN
spir-8791	29	13	become	become	VERB
spir-8791	29	14	particularly	particularly	ADV
spir-8791	29	15	visible	visible	ADJ
spir-8791	29	16	in	in	ADP
spir-8791	29	17	the	the	DET
spir-8791	29	18	game	game	NOUN
spir-8791	29	19	interaction	interaction	NOUN
spir-8791	29	20	of	of	ADP
spir-8791	29	21	players	player	NOUN
spir-8791	29	22	of	of	ADP
spir-8791	29	23	so	so	ADV
spir-8791	29	24	called	call	VERB
spir-8791	29	25	casual	casual	ADJ
spir-8791	29	26	and/or	and/or	CCONJ
spir-8791	29	27	social	social	ADJ
spir-8791	29	28	games	game	NOUN
spir-8791	29	29	.	.	PUNCT
spir-8791	30	1	these	these	DET
spir-8791	30	2	games	game	NOUN
spir-8791	30	3	can	can	AUX
spir-8791	30	4	be	be	AUX
spir-8791	30	5	accessed	access	VERB
spir-8791	30	6	and	and	CCONJ
spir-8791	30	7	played	play	VERB
spir-8791	30	8	within	within	ADP
spir-8791	30	9	social	social	ADJ
spir-8791	30	10	network	network	NOUN
spir-8791	30	11	sites	site	NOUN
spir-8791	30	12	such	such	ADJ
spir-8791	30	13	as	as	ADP
spir-8791	30	14	facebook	facebook	NOUN
spir-8791	30	15	or	or	CCONJ
spir-8791	30	16	downloaded	download	VERB
spir-8791	30	17	as	as	ADP
spir-8791	30	18	apps	app	NOUN
spir-8791	30	19	.	.	PUNCT
spir-8791	31	1	they	they	PRON
spir-8791	31	2	often	often	ADV
spir-8791	31	3	operate	operate	VERB
spir-8791	31	4	using	use	VERB
spir-8791	31	5	a	a	DET
spir-8791	31	6	freemium	freemium	NOUN
spir-8791	31	7	model	model	NOUN
spir-8791	31	8	(	(	PUNCT
spir-8791	31	9	free	free	ADJ
spir-8791	31	10	to	to	PART
spir-8791	31	11	play	play	VERB
spir-8791	31	12	but	but	CCONJ
spir-8791	31	13	offer	offer	VERB
spir-8791	31	14	microtransactions	microtransaction	NOUN
spir-8791	31	15	–	–	PUNCT
spir-8791	31	16	small	small	ADJ
spir-8791	31	17	monetary	monetary	ADJ
spir-8791	31	18	transactions	transaction	NOUN
spir-8791	31	19	within	within	ADP
spir-8791	31	20	the	the	DET
spir-8791	31	21	game	game	NOUN
spir-8791	31	22	)	)	PUNCT
spir-8791	31	23	and	and	CCONJ
spir-8791	31	24	are	be	AUX
spir-8791	31	25	referred	refer	VERB
spir-8791	31	26	to	to	ADP
spir-8791	31	27	as	as	ADP
spir-8791	31	28	casual	casual	ADJ
spir-8791	31	29	games	game	NOUN
spir-8791	31	30	to	to	PART
spir-8791	31	31	indicate	indicate	VERB
spir-8791	31	32	that	that	SCONJ
spir-8791	31	33	gameplay	gameplay	NOUN
spir-8791	31	34	can	can	AUX
spir-8791	31	35	be	be	AUX
spir-8791	31	36	intermittent	intermittent	ADJ
spir-8791	31	37	and	and	CCONJ
spir-8791	31	38	played	play	VERB
spir-8791	31	39	for	for	ADP
spir-8791	31	40	short	short	ADJ
spir-8791	31	41	periods	period	NOUN
spir-8791	31	42	of	of	ADP
spir-8791	31	43	time	time	NOUN
spir-8791	31	44	(	(	PUNCT
spir-8791	31	45	juul	juul	NOUN
spir-8791	31	46	2010	2010	NUM
spir-8791	31	47	)	)	PUNCT
spir-8791	31	48	.	.	PUNCT
spir-8791	32	1	for	for	ADP
spir-8791	32	2	this	this	DET
spir-8791	32	3	study	study	NOUN
spir-8791	32	4	,	,	PUNCT
spir-8791	32	5	casual	casual	ADJ
spir-8791	32	6	mobile	mobile	NOUN
spir-8791	32	7	games	games	PROPN
spir-8791	32	8	act	act	VERB
spir-8791	32	9	as	as	ADP
spir-8791	32	10	a	a	DET
spir-8791	32	11	focal	focal	ADJ
spir-8791	32	12	point	point	NOUN
spir-8791	32	13	for	for	ADP
spir-8791	32	14	observing	observe	VERB
spir-8791	32	15	everyday	everyday	ADJ
spir-8791	32	16	algorithmic	algorithmic	ADJ
spir-8791	32	17	practices	practice	NOUN
spir-8791	32	18	1	1	NUM
spir-8791	32	19	)	)	PUNCT
spir-8791	32	20	because	because	SCONJ
spir-8791	32	21	they	they	PRON
spir-8791	32	22	act	act	VERB
spir-8791	32	23	as	as	ADP
spir-8791	32	24	a	a	DET
spir-8791	32	25	first	first	ADJ
spir-8791	32	26	point	point	NOUN
spir-8791	32	27	of	of	ADP
spir-8791	32	28	contact	contact	NOUN
spir-8791	32	29	for	for	ADP
spir-8791	32	30	devices	device	NOUN
spir-8791	32	31	such	such	ADJ
spir-8791	32	32	as	as	ADP
spir-8791	32	33	the	the	DET
spir-8791	32	34	ipad	ipad	NOUN
spir-8791	32	35	for	for	ADP
spir-8791	32	36	many	many	ADJ
spir-8791	32	37	users	user	NOUN
spir-8791	32	38	and	and	CCONJ
spir-8791	32	39	2	2	NUM
spir-8791	32	40	)	)	PUNCT
spir-8791	32	41	because	because	SCONJ
spir-8791	32	42	it	it	PRON
spir-8791	32	43	is	be	AUX
spir-8791	32	44	here	here	ADV
spir-8791	32	45	that	that	SCONJ
spir-8791	32	46	the	the	DET
spir-8791	32	47	ludic	ludic	ADJ
spir-8791	32	48	sphere	sphere	NOUN
spir-8791	32	49	,	,	PUNCT
spir-8791	32	50	shaped	shape	VERB
spir-8791	32	51	by	by	ADP
spir-8791	32	52	playing	play	VERB
spir-8791	32	53	and	and	CCONJ
spir-8791	32	54	fun	fun	VERB
spir-8791	32	55	,	,	PUNCT
spir-8791	32	56	and	and	CCONJ
spir-8791	32	57	the	the	DET
spir-8791	32	58	strive	strive	NOUN
spir-8791	32	59	towards	towards	ADP
spir-8791	32	60	achieving	achieve	VERB
spir-8791	32	61	maximum	maximum	ADJ
spir-8791	32	62	user	user	NOUN
spir-8791	32	63	attention	attention	NOUN
spir-8791	32	64	to	to	PART
spir-8791	32	65	generate	generate	VERB
spir-8791	32	66	ad	ad	NOUN
spir-8791	32	67	revenue	revenue	NOUN
spir-8791	32	68	meet	meet	NOUN
spir-8791	32	69	.	.	PUNCT
spir-8791	33	1	mobile	mobile	ADJ
spir-8791	33	2	applications	application	NOUN
spir-8791	33	3	have	have	VERB
spir-8791	33	4	the	the	DET
spir-8791	33	5	added	add	VERB
spir-8791	33	6	complexity	complexity	NOUN
spir-8791	33	7	of	of	ADP
spir-8791	33	8	potential	potential	ADJ
spir-8791	33	9	geolocation	geolocation	NOUN
spir-8791	33	10	data	data	NOUN
spir-8791	33	11	generation	generation	NOUN
spir-8791	33	12	.	.	PUNCT
spir-8791	34	1	through	through	ADP
spir-8791	34	2	the	the	DET
spir-8791	34	3	use	use	NOUN
spir-8791	34	4	of	of	ADP
spir-8791	34	5	qualitative	qualitative	ADJ
spir-8791	34	6	interviews	interview	NOUN
spir-8791	34	7	and	and	CCONJ
spir-8791	34	8	a	a	DET
spir-8791	34	9	questionnaire	questionnaire	NOUN
spir-8791	34	10	,	,	PUNCT
spir-8791	34	11	we	we	PRON
spir-8791	34	12	investigate	investigate	VERB
spir-8791	34	13	the	the	DET
spir-8791	34	14	practices	practice	NOUN
spir-8791	34	15	of	of	ADP
spir-8791	34	16	casual	casual	ADJ
spir-8791	34	17	mobile	mobile	ADJ
spir-8791	34	18	gamers	gamer	NOUN
spir-8791	34	19	around	around	ADP
spir-8791	34	20	management	management	NOUN
spir-8791	34	21	of	of	ADP
spir-8791	34	22	visibility	visibility	NOUN
spir-8791	34	23	and	and	CCONJ
spir-8791	34	24	invisibility	invisibility	NOUN
spir-8791	34	25	,	,	PUNCT
spir-8791	34	26	mainly	mainly	ADV
spir-8791	34	27	focusing	focus	VERB
spir-8791	34	28	on	on	ADP
spir-8791	34	29	the	the	DET
spir-8791	34	30	following	following	NOUN
spir-8791	34	31	:	:	PUNCT
spir-8791	34	32			X
spir-8791	34	33	deciding	decide	VERB
spir-8791	34	34	at	at	ADP
spir-8791	34	35	which	which	DET
spir-8791	34	36	point	point	NOUN
spir-8791	34	37	and	and	CCONJ
spir-8791	34	38	in	in	ADP
spir-8791	34	39	which	which	DET
spir-8791	34	40	way	way	NOUN
spir-8791	34	41	to	to	PART
spir-8791	34	42	link	link	VERB
spir-8791	34	43	games	game	NOUN
spir-8791	34	44	to	to	ADP
spir-8791	34	45	social	social	ADJ
spir-8791	34	46	network	network	NOUN
spir-8791	34	47	platforms	platform	NOUN
spir-8791	34	48	such	such	ADJ
spir-8791	34	49	as	as	ADP
spir-8791	34	50	facebook	facebook	PROPN
spir-8791	34	51			NOUN
spir-8791	34	52	balancing	balance	VERB
spir-8791	34	53	sometimes	sometimes	ADV
spir-8791	34	54	incommensurable	incommensurable	ADJ
spir-8791	34	55	game	game	NOUN
spir-8791	34	56	interests	interest	NOUN
spir-8791	34	57	such	such	ADJ
spir-8791	34	58	as	as	ADP
spir-8791	34	59	social	social	ADJ
spir-8791	34	60	interaction	interaction	NOUN
spir-8791	34	61	,	,	PUNCT
spir-8791	34	62	building	building	NOUN
spir-8791	34	63	and	and	CCONJ
spir-8791	34	64	stress	stress	NOUN
spir-8791	34	65	relief	relief	NOUN
spir-8791	34	66	by	by	ADP
spir-8791	34	67	making	make	VERB
spir-8791	34	68	use	use	NOUN
spir-8791	34	69	of	of	ADP
spir-8791	34	70	game	game	NOUN
spir-8791	34	71	features	feature	NOUN
spir-8791	34	72	for	for	ADP
spir-8791	34	73	player	player	NOUN
spir-8791	34	74	interaction	interaction	NOUN
spir-8791	34	75	(	(	PUNCT
spir-8791	34	76	e.g.	e.g.	ADV
spir-8791	34	77	managing	manage	VERB
spir-8791	34	78	membership	membership	NOUN
spir-8791	34	79	in	in	ADP
spir-8791	34	80	player	player	NOUN
spir-8791	34	81	groups	group	NOUN
spir-8791	34	82	such	such	ADJ
spir-8791	34	83	as	as	ADP
spir-8791	34	84	‘	'	PUNCT
spir-8791	34	85	neighbourhoods	neighbourhood	NOUN
spir-8791	34	86	’	'	PUNCT
spir-8791	34	87	or	or	CCONJ
spir-8791	34	88	‘	'	PUNCT
spir-8791	34	89	clans	clan	NOUN
spir-8791	34	90	’	'	PUNCT
spir-8791	34	91	to	to	PART
spir-8791	34	92	fit	fit	VERB
spir-8791	34	93	in	in	ADP
spir-8791	34	94	with	with	ADP
spir-8791	34	95	different	different	ADJ
spir-8791	34	96	levels	level	NOUN
spir-8791	34	97	of	of	ADP
spir-8791	34	98	intimacy	intimacy	NOUN
spir-8791	34	99	and	and	CCONJ
spir-8791	34	100	anonymity	anonymity	NOUN
spir-8791	34	101	depending	depend	VERB
spir-8791	34	102	on	on	ADP
spir-8791	34	103	the	the	DET
spir-8791	34	104	situation	situation	NOUN
spir-8791	34	105	)	)	PUNCT
spir-8791	34	106			NOUN
spir-8791	35	1	navigating	navigate	VERB
spir-8791	35	2	geolocation	geolocation	NOUN
spir-8791	35	3	,	,	PUNCT
spir-8791	35	4	personal	personal	ADJ
spir-8791	35	5	and	and	CCONJ
spir-8791	35	6	social	social	ADJ
spir-8791	35	7	information	information	NOUN
spir-8791	35	8	data	datum	NOUN
spir-8791	35	9	choices	choice	NOUN
spir-8791	35	10	through	through	ADP
spir-8791	35	11	game	game	NOUN
spir-8791	35	12	practices	practice	NOUN
spir-8791	35	13	we	we	PRON
spir-8791	35	14	consider	consider	VERB
spir-8791	35	15	these	these	DET
spir-8791	35	16	practices	practice	NOUN
spir-8791	35	17	as	as	ADP
spir-8791	35	18	ways	way	NOUN
spir-8791	35	19	of	of	ADP
spir-8791	35	20	managing	manage	VERB
spir-8791	35	21	privacy	privacy	NOUN
spir-8791	35	22	requirements	requirement	NOUN
spir-8791	35	23	within	within	ADP
spir-8791	35	24	algorithmic	algorithmic	ADJ
spir-8791	35	25	public	public	ADJ
spir-8791	35	26	spheres	sphere	NOUN
spir-8791	35	27	.	.	PUNCT
spir-8791	36	1	we	we	PRON
spir-8791	36	2	are	be	AUX
spir-8791	36	3	looking	look	VERB
spir-8791	36	4	at	at	ADP
spir-8791	36	5	australian	australian	ADJ
spir-8791	36	6	and	and	CCONJ
spir-8791	36	7	german	german	ADJ
spir-8791	36	8	mobile	mobile	ADJ
spir-8791	36	9	game	game	NOUN
spir-8791	36	10	play	play	VERB
spir-8791	36	11	to	to	PART
spir-8791	36	12	identify	identify	VERB
spir-8791	36	13	similarities	similarity	NOUN
spir-8791	36	14	and	and	CCONJ
spir-8791	36	15	differences	difference	NOUN
spir-8791	36	16	in	in	ADP
spir-8791	36	17	practices	practice	NOUN
spir-8791	36	18	of	of	ADP
spir-8791	36	19	situated	situated	ADJ
spir-8791	36	20	algorithmic	algorithmic	ADJ
spir-8791	36	21	management	management	NOUN
spir-8791	36	22	in	in	ADP
spir-8791	36	23	the	the	DET
spir-8791	36	24	everyday	everyday	NOUN
spir-8791	36	25	.	.	PUNCT
spir-8791	37	1	germany	germany	PROPN
spir-8791	37	2	has	have	AUX
spir-8791	37	3	been	be	AUX
spir-8791	37	4	the	the	DET
spir-8791	37	5	locus	locus	NOUN
spir-8791	37	6	of	of	ADP
spir-8791	37	7	considerable	considerable	ADJ
spir-8791	37	8	concern	concern	NOUN
spir-8791	37	9	about	about	ADP
spir-8791	37	10	online	online	ADJ
spir-8791	37	11	privacy	privacy	NOUN
spir-8791	37	12	,	,	PUNCT
spir-8791	37	13	and	and	CCONJ
spir-8791	37	14	part	part	NOUN
spir-8791	37	15	of	of	ADP
spir-8791	37	16	the	the	DET
spir-8791	37	17	impetus	impetus	NOUN
spir-8791	37	18	behind	behind	ADP
spir-8791	37	19	the	the	DET
spir-8791	37	20	right	right	NOUN
spir-8791	37	21	to	to	PART
spir-8791	37	22	be	be	AUX
spir-8791	37	23	forgotten	forget	VERB
spir-8791	37	24	data	datum	NOUN
spir-8791	37	25	protection	protection	NOUN
spir-8791	37	26	legislation	legislation	NOUN
spir-8791	37	27	.	.	PUNCT
spir-8791	38	1	it	it	PRON
spir-8791	38	2	therefore	therefore	ADV
spir-8791	38	3	should	should	AUX
spir-8791	38	4	pose	pose	VERB
spir-8791	38	5	an	an	DET
spir-8791	38	6	interesting	interesting	ADJ
spir-8791	38	7	site	site	NOUN
spir-8791	38	8	of	of	ADP
spir-8791	38	9	comparison	comparison	NOUN
spir-8791	38	10	with	with	ADP
spir-8791	38	11	australia	australia	PROPN
spir-8791	38	12	,	,	PUNCT
spir-8791	38	13	where	where	SCONJ
spir-8791	38	14	similar	similar	ADJ
spir-8791	38	15	concerns	concern	NOUN
spir-8791	38	16	have	have	AUX
spir-8791	38	17	been	be	AUX
spir-8791	38	18	evinced	evince	VERB
spir-8791	38	19	but	but	CCONJ
spir-8791	38	20	are	be	AUX
spir-8791	38	21	less	less	ADV
spir-8791	38	22	evident	evident	ADJ
spir-8791	38	23	within	within	ADP
spir-8791	38	24	the	the	DET
spir-8791	38	25	broader	broad	ADJ
spir-8791	38	26	public	public	ADJ
spir-8791	38	27	discourse	discourse	NOUN
spir-8791	38	28	and	and	CCONJ
spir-8791	38	29	in	in	ADP
spir-8791	38	30	legislative	legislative	ADJ
spir-8791	38	31	approaches	approach	NOUN
spir-8791	38	32	.	.	PUNCT
spir-8791	39	1	references	reference	NOUN
spir-8791	39	2	beer	beer	NOUN
spir-8791	39	3	,	,	PUNCT
spir-8791	39	4	d.	d.	PROPN
spir-8791	39	5	(	(	PUNCT
spir-8791	39	6	2009	2009	NUM
spir-8791	39	7	)	)	PUNCT
spir-8791	39	8	.	.	PUNCT
spir-8791	40	1	power	power	NOUN
spir-8791	40	2	through	through	ADP
spir-8791	40	3	the	the	DET
spir-8791	40	4	algorithm	algorithm	NOUN
spir-8791	40	5	?	?	PUNCT
spir-8791	41	1	participatory	participatory	ADJ
spir-8791	41	2	web	web	NOUN
spir-8791	41	3	cultures	culture	NOUN
spir-8791	41	4	and	and	CCONJ
spir-8791	41	5	the	the	DET
spir-8791	41	6	technological	technological	ADJ
spir-8791	41	7	unconscious	unconscious	NOUN
spir-8791	41	8	.	.	PUNCT
spir-8791	42	1	new	new	ADJ
spir-8791	42	2	media	medium	NOUN
spir-8791	42	3	&	&	CCONJ
spir-8791	42	4	society	society	NOUN
spir-8791	42	5	11	11	NUM
spir-8791	42	6	,	,	PUNCT
spir-8791	42	7	985	985	NUM
spir-8791	42	8	-	-	SYM
spir-8791	42	9	1002	1002	NUM
spir-8791	42	10	.	.	PUNCT
spir-8791	43	1	beer	beer	NOUN
spir-8791	43	2	,	,	PUNCT
spir-8791	43	3	d.	d.	PROPN
spir-8791	43	4	and	and	CCONJ
spir-8791	43	5	burrows	burrow	NOUN
spir-8791	43	6	,	,	PUNCT
spir-8791	43	7	r.	r.	PROPN
spir-8791	43	8	(	(	PUNCT
spir-8791	43	9	2013	2013	NUM
spir-8791	43	10	)	)	PUNCT
spir-8791	43	11	.	.	PUNCT
spir-8791	44	1	popular	popular	ADJ
spir-8791	44	2	culture	culture	NOUN
spir-8791	44	3	,	,	PUNCT
spir-8791	44	4	digital	digital	ADJ
spir-8791	44	5	archives	archive	NOUN
spir-8791	44	6	and	and	CCONJ
spir-8791	44	7	the	the	DET
spir-8791	44	8	new	new	ADJ
spir-8791	44	9	social	social	ADJ
spir-8791	44	10	life	life	NOUN
spir-8791	44	11	of	of	ADP
spir-8791	44	12	data	datum	NOUN
spir-8791	44	13	.	.	PUNCT
spir-8791	45	1	theory	theory	NOUN
spir-8791	45	2	,	,	PUNCT
spir-8791	45	3	culture	culture	NOUN
spir-8791	45	4	&	&	CCONJ
spir-8791	45	5	society	society	NOUN
spir-8791	45	6	,	,	PUNCT
spir-8791	45	7	2013(30	2013(30	NUM
spir-8791	45	8	)	)	PUNCT
spir-8791	45	9	,	,	PUNCT
spir-8791	45	10	47	47	NUM
spir-8791	45	11	-	-	SYM
spir-8791	45	12	71	71	NUM
spir-8791	45	13	.	.	PUNCT
spir-8791	46	1	couldry	couldry	NOUN
spir-8791	46	2	,	,	PUNCT
spir-8791	46	3	n.	n.	PROPN
spir-8791	46	4	,	,	PUNCT
spir-8791	46	5	powell	powell	PROPN
spir-8791	46	6	,	,	PUNCT
spir-8791	46	7	a.	a.	NOUN
spir-8791	46	8	(	(	PUNCT
spir-8791	46	9	2014	2014	NUM
spir-8791	46	10	)	)	PUNCT
spir-8791	46	11	.	.	PUNCT
spir-8791	47	1	big	big	ADJ
spir-8791	47	2	data	datum	NOUN
spir-8791	47	3	from	from	ADP
spir-8791	47	4	the	the	DET
spir-8791	47	5	bottom	bottom	NOUN
spir-8791	47	6	up	up	ADP
spir-8791	47	7	.	.	PUNCT
spir-8791	48	1	big	big	ADJ
spir-8791	48	2	data	datum	NOUN
spir-8791	48	3	&	&	CCONJ
spir-8791	48	4	society	society	NOUN
spir-8791	48	5	,	,	PUNCT
spir-8791	48	6	1(2	1(2	NUM
spir-8791	48	7	)	)	PUNCT
spir-8791	48	8	,	,	PUNCT
spir-8791	48	9	15	15	NUM
spir-8791	48	10	.	.	X
spir-8791	48	11	de	de	PROPN
spir-8791	48	12	certeau	certeau	PROPN
spir-8791	48	13	,	,	PUNCT
spir-8791	48	14	m.	m.	NOUN
spir-8791	48	15	(	(	PUNCT
spir-8791	48	16	1984	1984	NUM
spir-8791	48	17	)	)	PUNCT
spir-8791	48	18	.	.	PUNCT
spir-8791	49	1	the	the	DET
spir-8791	49	2	practice	practice	NOUN
spir-8791	49	3	of	of	ADP
spir-8791	49	4	everyday	everyday	ADJ
spir-8791	49	5	life	life	NOUN
spir-8791	49	6	.	.	PUNCT
spir-8791	50	1	trans	trans	PROPN
spir-8791	50	2	.	.	PUNCT
spir-8791	51	1	s.	s.	PROPN
spir-8791	51	2	rendall	rendall	PROPN
spir-8791	51	3	.	.	PUNCT
spir-8791	52	1	university	university	PROPN
spir-8791	52	2	of	of	ADP
spir-8791	52	3	california	california	PROPN
spir-8791	52	4	press	press	PROPN
spir-8791	52	5	:	:	PUNCT
spir-8791	52	6	berkeley	berkeley	PROPN
spir-8791	52	7	.	.	PUNCT
spir-8791	53	1	hegelich	hegelich	PROPN
spir-8791	53	2	,	,	PUNCT
spir-8791	53	3	s.	s.	PROPN
spir-8791	53	4	(	(	PUNCT
spir-8791	53	5	2016	2016	NUM
spir-8791	53	6	)	)	PUNCT
spir-8791	53	7	.	.	PUNCT
spir-8791	54	1	social	social	ADJ
spir-8791	54	2	botnets	botnet	NOUN
spir-8791	54	3	auf	auf	PROPN
spir-8791	54	4	twitter	twitter	NOUN
spir-8791	54	5	der	der	NOUN
spir-8791	54	6	fall	fall	VERB
spir-8791	54	7	ukraine	ukraine	PROPN
spir-8791	54	8	.	.	PUNCT
spir-8791	55	1	in	in	ADP
spir-8791	55	2	:	:	PUNCT
spir-8791	55	3	schriftenreihe	schriftenreihe	PROPN
spir-8791	55	4	des	des	PROPN
spir-8791	55	5	instituts	instituts	PROPN
spir-8791	55	6	für	für	PROPN
spir-8791	55	7	rundfunkrecht	rundfunkrecht	VERB
spir-8791	55	8	an	an	DET
spir-8791	55	9	der	der	ADJ
spir-8791	55	10	universität	universität	NOUN
spir-8791	55	11	zu	zu	ADJ
spir-8791	55	12	köln	köln	NOUN
spir-8791	55	13	,	,	PUNCT
spir-8791	55	14	2016/112	2016/112	NUM
spir-8791	55	15	,	,	PUNCT
spir-8791	55	16	127	127	NUM
spir-8791	55	17	-	-	SYM
spir-8791	55	18	136	136	NUM
spir-8791	55	19	.	.	PUNCT
spir-8791	56	1	juul	juul	NOUN
spir-8791	56	2	,	,	PUNCT
spir-8791	56	3	j.	j.	PROPN
spir-8791	56	4	(	(	PUNCT
spir-8791	56	5	2010	2010	NUM
spir-8791	56	6	)	)	PUNCT
spir-8791	56	7	.	.	PUNCT
spir-8791	57	1	a	a	DET
spir-8791	57	2	casual	casual	ADJ
spir-8791	57	3	revolution	revolution	NOUN
spir-8791	57	4	:	:	PUNCT
spir-8791	57	5	reinventing	reinvent	VERB
spir-8791	57	6	video	video	NOUN
spir-8791	57	7	games	game	NOUN
spir-8791	57	8	and	and	CCONJ
spir-8791	57	9	their	their	PRON
spir-8791	57	10	players	player	NOUN
spir-8791	57	11	.	.	PUNCT
spir-8791	58	1	the	the	DET
spir-8791	58	2	mit	mit	PROPN
spir-8791	58	3	press	press	NOUN
spir-8791	58	4	:	:	PUNCT
spir-8791	58	5	cambridge	cambridge	PROPN
spir-8791	58	6	,	,	PUNCT
spir-8791	58	7	ma	ma	PROPN
spir-8791	58	8	.	.	PROPN
spir-8791	58	9	tufekci	tufekci	PROPN
spir-8791	58	10	,	,	PUNCT
spir-8791	58	11	z.	z.	PROPN
spir-8791	58	12	(	(	PUNCT
spir-8791	58	13	2014	2014	NUM
spir-8791	58	14	)	)	PUNCT
spir-8791	58	15	.	.	PUNCT
spir-8791	59	1	big	big	ADJ
spir-8791	59	2	questions	question	NOUN
spir-8791	59	3	for	for	ADP
spir-8791	59	4	social	social	ADJ
spir-8791	59	5	media	medium	NOUN
spir-8791	59	6	big	big	ADJ
spir-8791	59	7	data	datum	NOUN
spir-8791	59	8	:	:	PUNCT
spir-8791	59	9	representativeness	representativeness	ADJ
spir-8791	59	10	,	,	PUNCT
spir-8791	59	11	validity	validity	NOUN
spir-8791	59	12	and	and	CCONJ
spir-8791	59	13	other	other	ADJ
spir-8791	59	14	methodological	methodological	ADJ
spir-8791	59	15	pitfalls	pitfall	NOUN
spir-8791	59	16	.	.	PUNCT
spir-8791	60	1	in	in	ADP
spir-8791	60	2	icwsm’14	icwsm’14	PROPN
spir-8791	60	3	:	:	PUNCT
spir-8791	60	4	proceedings	proceeding	NOUN
spir-8791	60	5	of	of	ADP
spir-8791	60	6	the	the	DET
spir-8791	60	7	8th	8th	ADJ
spir-8791	60	8	international	international	PROPN
spir-8791	60	9	aaai	aaai	PROPN
spir-8791	60	10	conference	conference	NOUN
spir-8791	60	11	on	on	ADP
spir-8791	60	12	weblogs	weblog	NOUN
spir-8791	60	13	and	and	CCONJ
spir-8791	60	14	social	social	ADJ
spir-8791	60	15	media	medium	NOUN
spir-8791	60	16	.	.	PUNCT