id	sid	tid	token	lemma	pos
spir-8730	1	1	microsoft	microsoft	PROPN
spir-8730	1	2	word	word	PROPN
spir-8730	1	3	proferes	profere	NOUN
spir-8730	1	4	aoir	aoir	VERB
spir-8730	1	5	formatted.docx	formatted.docx	NUM
spir-8730	1	6	selected	select	VERB
spir-8730	1	7	papers	paper	NOUN
spir-8730	1	8	of	of	ADP
spir-8730	1	9	internet	internet	NOUN
spir-8730	1	10	research	research	NOUN
spir-8730	1	11	16	16	NUM
spir-8730	1	12	:	:	PUNCT
spir-8730	1	13	the	the	DET
spir-8730	1	14	16th	16th	ADJ
spir-8730	1	15	annual	annual	ADJ
spir-8730	1	16	meeting	meeting	NOUN
spir-8730	1	17	of	of	ADP
spir-8730	1	18	the	the	DET
spir-8730	1	19	association	association	NOUN
spir-8730	1	20	of	of	ADP
spir-8730	1	21	internet	internet	NOUN
spir-8730	1	22	researchers	researcher	NOUN
spir-8730	1	23	phoenix	phoenix	PROPN
spir-8730	1	24	,	,	PUNCT
spir-8730	1	25	az	az	PROPN
spir-8730	1	26	,	,	PUNCT
spir-8730	1	27	usa	usa	PROPN
spir-8730	1	28	/	/	SYM
spir-8730	1	29	21	21	NUM
spir-8730	1	30	-	-	SYM
spir-8730	1	31	24	24	NUM
spir-8730	1	32	october	october	PROPN
spir-8730	1	33	2015	2015	NUM
spir-8730	1	34	suggested	suggest	VERB
spir-8730	1	35	citation	citation	NOUN
spir-8730	1	36	(	(	PUNCT
spir-8730	1	37	apa	apa	PROPN
spir-8730	1	38	):	):	PUNCT
spir-8730	1	39	proferes	profere	NOUN
spir-8730	1	40	,	,	PUNCT
spir-8730	1	41	n.	n.	NOUN
spir-8730	1	42	(	(	PUNCT
spir-8730	1	43	2015	2015	NUM
spir-8730	1	44	,	,	PUNCT
spir-8730	1	45	october	october	PROPN
spir-8730	1	46	21	21	NUM
spir-8730	1	47	-	-	SYM
spir-8730	1	48	24	24	NUM
spir-8730	1	49	)	)	PUNCT
spir-8730	1	50	.	.	PUNCT
spir-8730	2	1	methodological	methodological	ADJ
spir-8730	2	2	considerations	consideration	NOUN
spir-8730	2	3	in	in	ADP
spir-8730	2	4	tracing	trace	VERB
spir-8730	2	5	user	user	NOUN
spir-8730	2	6	knowledge	knowledge	NOUN
spir-8730	2	7	of	of	ADP
spir-8730	2	8	information	information	NOUN
spir-8730	2	9	flows	flow	VERB
spir-8730	2	10	on	on	ADP
spir-8730	2	11	social	social	ADJ
spir-8730	2	12	media	medium	NOUN
spir-8730	2	13	sites	site	NOUN
spir-8730	2	14	.	.	PUNCT
spir-8730	3	1	paper	paper	NOUN
spir-8730	3	2	presented	present	VERB
spir-8730	3	3	at	at	ADP
spir-8730	3	4	internet	internet	NOUN
spir-8730	3	5	research	research	NOUN
spir-8730	3	6	16	16	NUM
spir-8730	3	7	:	:	PUNCT
spir-8730	3	8	the	the	DET
spir-8730	3	9	16th	16th	ADJ
spir-8730	3	10	annual	annual	ADJ
spir-8730	3	11	meeting	meeting	NOUN
spir-8730	3	12	of	of	ADP
spir-8730	3	13	the	the	DET
spir-8730	3	14	association	association	NOUN
spir-8730	3	15	of	of	ADP
spir-8730	3	16	internet	internet	NOUN
spir-8730	3	17	researchers	researcher	NOUN
spir-8730	3	18	.	.	PUNCT
spir-8730	4	1	phoenix	phoenix	PROPN
spir-8730	4	2	,	,	PUNCT
spir-8730	4	3	az	az	PROPN
spir-8730	4	4	,	,	PUNCT
spir-8730	4	5	usa	usa	PROPN
spir-8730	4	6	:	:	PUNCT
spir-8730	4	7	aoir	aoir	NOUN
spir-8730	4	8	.	.	PUNCT
spir-8730	4	9	retrieved	retrieve	VERB
spir-8730	4	10	from	from	ADP
spir-8730	4	11	http://spir.aoir.org	http://spir.aoir.org	PROPN
spir-8730	4	12	.	.	PUNCT
spir-8730	5	1	methodological	methodological	ADJ
spir-8730	5	2	considerations	consideration	NOUN
spir-8730	5	3	in	in	ADP
spir-8730	5	4	tracing	trace	VERB
spir-8730	5	5	user	user	NOUN
spir-8730	5	6	knowledge	knowledge	NOUN
spir-8730	5	7	of	of	ADP
spir-8730	5	8	information	information	NOUN
spir-8730	5	9	flows	flow	VERB
spir-8730	5	10	on	on	ADP
spir-8730	5	11	social	social	ADJ
spir-8730	5	12	media	medium	NOUN
spir-8730	5	13	sites	site	NOUN
spir-8730	5	14	nicholas	nicholas	PROPN
spir-8730	5	15	proferes	proferes	PROPN
spir-8730	5	16	university	university	PROPN
spir-8730	5	17	of	of	ADP
spir-8730	5	18	maryland	maryland	PROPN
spir-8730	5	19	introduction	introduction	NOUN
spir-8730	5	20	following	follow	VERB
spir-8730	5	21	a	a	DET
spir-8730	5	22	number	number	NOUN
spir-8730	5	23	of	of	ADP
spir-8730	5	24	recent	recent	ADJ
spir-8730	5	25	examples	example	NOUN
spir-8730	5	26	of	of	ADP
spir-8730	5	27	where	where	SCONJ
spir-8730	5	28	social	social	ADJ
spir-8730	5	29	media	media	NOUN
spir-8730	5	30	users	user	NOUN
spir-8730	5	31	have	have	AUX
spir-8730	5	32	been	be	AUX
spir-8730	5	33	confronted	confront	VERB
spir-8730	5	34	by	by	ADP
spir-8730	5	35	information	information	NOUN
spir-8730	5	36	flows	flow	NOUN
spir-8730	5	37	that	that	PRON
spir-8730	5	38	did	do	AUX
spir-8730	5	39	not	not	PART
spir-8730	5	40	match	match	VERB
spir-8730	5	41	their	their	PRON
spir-8730	5	42	understandings	understanding	NOUN
spir-8730	5	43	and	and	CCONJ
spir-8730	5	44	expectations	expectation	NOUN
spir-8730	5	45	—	—	PUNCT
spir-8730	5	46	such	such	ADJ
spir-8730	5	47	as	as	ADP
spir-8730	5	48	in	in	ADP
spir-8730	5	49	the	the	DET
spir-8730	5	50	wake	wake	NOUN
spir-8730	5	51	of	of	ADP
spir-8730	5	52	the	the	DET
spir-8730	5	53	“	"	PUNCT
spir-8730	5	54	facebook	facebook	NOUN
spir-8730	5	55	contagion	contagion	NOUN
spir-8730	5	56	”	"	PUNCT
spir-8730	5	57	study	study	NOUN
spir-8730	5	58	(	(	PUNCT
spir-8730	5	59	kramer	kramer	PROPN
spir-8730	5	60	,	,	PUNCT
spir-8730	5	61	guillory	guillory	PROPN
spir-8730	5	62	,	,	PUNCT
spir-8730	5	63	&	&	CCONJ
spir-8730	5	64	hancock	hancock	PROPN
spir-8730	5	65	,	,	PUNCT
spir-8730	5	66	2014	2014	NUM
spir-8730	5	67	)	)	PUNCT
spir-8730	6	1	[	[	X
spir-8730	6	2	original	original	ADJ
spir-8730	6	3	study	study	NOUN
spir-8730	6	4	]	]	PUNCT
spir-8730	6	5	,	,	PUNCT
spir-8730	6	6	(	(	PUNCT
spir-8730	6	7	chambers	chamber	NOUN
spir-8730	6	8	,	,	PUNCT
spir-8730	6	9	2014	2014	NUM
spir-8730	6	10	)	)	PUNCT
spir-8730	7	1	[	[	X
spir-8730	7	2	explanation	explanation	NOUN
spir-8730	7	3	of	of	ADP
spir-8730	7	4	the	the	DET
spir-8730	7	5	controversy	controversy	NOUN
spir-8730	7	6	]	]	PUNCT
spir-8730	7	7	—	—	PUNCT
spir-8730	7	8	there	there	PRON
spir-8730	7	9	is	be	VERB
spir-8730	7	10	a	a	DET
spir-8730	7	11	pressing	press	VERB
spir-8730	7	12	need	need	NOUN
spir-8730	7	13	to	to	PART
spir-8730	7	14	better	well	ADV
spir-8730	7	15	articulate	articulate	VERB
spir-8730	7	16	the	the	DET
spir-8730	7	17	public	public	NOUN
spir-8730	7	18	’s	’s	PART
spir-8730	7	19	beliefs	belief	NOUN
spir-8730	7	20	about	about	ADP
spir-8730	7	21	these	these	DET
spir-8730	7	22	systems	system	NOUN
spir-8730	7	23	,	,	PUNCT
spir-8730	7	24	how	how	SCONJ
spir-8730	7	25	these	these	DET
spir-8730	7	26	beliefs	belief	NOUN
spir-8730	7	27	line	line	VERB
spir-8730	7	28	up	up	ADP
spir-8730	7	29	against	against	ADP
spir-8730	7	30	the	the	DET
spir-8730	7	31	extant	extant	ADJ
spir-8730	7	32	flows	flow	NOUN
spir-8730	7	33	of	of	ADP
spir-8730	7	34	these	these	DET
spir-8730	7	35	systems	system	NOUN
spir-8730	7	36	,	,	PUNCT
spir-8730	7	37	and	and	CCONJ
spir-8730	7	38	to	to	PART
spir-8730	7	39	better	well	ADV
spir-8730	7	40	understand	understand	VERB
spir-8730	7	41	the	the	DET
spir-8730	7	42	factors	factor	NOUN
spir-8730	7	43	that	that	PRON
spir-8730	7	44	may	may	AUX
spir-8730	7	45	be	be	AUX
spir-8730	7	46	influencing	influence	VERB
spir-8730	7	47	the	the	DET
spir-8730	7	48	construction	construction	NOUN
spir-8730	7	49	of	of	ADP
spir-8730	7	50	those	those	DET
spir-8730	7	51	beliefs	belief	NOUN
spir-8730	7	52	.	.	PUNCT
spir-8730	8	1	one	one	NUM
spir-8730	8	2	way	way	NOUN
spir-8730	8	3	of	of	ADP
spir-8730	8	4	doing	do	VERB
spir-8730	8	5	this	this	PRON
spir-8730	8	6	is	be	AUX
spir-8730	8	7	by	by	ADP
spir-8730	8	8	tracing	trace	VERB
spir-8730	8	9	gaps	gap	NOUN
spir-8730	8	10	in	in	ADP
spir-8730	8	11	users	user	NOUN
spir-8730	8	12	’	’	PART
spir-8730	8	13	understandings	understanding	NOUN
spir-8730	8	14	of	of	ADP
spir-8730	8	15	information	information	NOUN
spir-8730	8	16	flows	flow	VERB
spir-8730	8	17	against	against	ADP
spir-8730	8	18	the	the	DET
spir-8730	8	19	“	"	PUNCT
spir-8730	8	20	reality	reality	NOUN
spir-8730	8	21	”	"	PUNCT
spir-8730	8	22	of	of	ADP
spir-8730	8	23	information	information	NOUN
spir-8730	8	24	flows	flow	VERB
spir-8730	8	25	,	,	PUNCT
spir-8730	8	26	and	and	CCONJ
spir-8730	8	27	to	to	PART
spir-8730	8	28	contextualize	contextualize	VERB
spir-8730	8	29	this	this	DET
spir-8730	8	30	comparison	comparison	NOUN
spir-8730	8	31	with	with	ADP
spir-8730	8	32	analysis	analysis	NOUN
spir-8730	8	33	of	of	ADP
spir-8730	8	34	how	how	SCONJ
spir-8730	8	35	the	the	DET
spir-8730	8	36	organizations	organization	NOUN
spir-8730	8	37	purveying	purvey	VERB
spir-8730	8	38	these	these	DET
spir-8730	8	39	technologies	technology	NOUN
spir-8730	8	40	present	present	ADJ
spir-8730	8	41	,	,	PUNCT
spir-8730	8	42	describe	describe	VERB
spir-8730	8	43	,	,	PUNCT
spir-8730	8	44	and	and	CCONJ
spir-8730	8	45	selectively	selectively	ADV
spir-8730	8	46	position	position	VERB
spir-8730	8	47	information	information	NOUN
spir-8730	8	48	flows	flow	VERB
spir-8730	8	49	to	to	ADP
spir-8730	8	50	users	user	NOUN
spir-8730	8	51	.	.	PUNCT
spir-8730	9	1	such	such	ADJ
spir-8730	9	2	triangulation	triangulation	NOUN
spir-8730	9	3	can	can	AUX
spir-8730	9	4	make	make	VERB
spir-8730	9	5	visible	visible	ADJ
spir-8730	9	6	the	the	DET
spir-8730	9	7	antecedent	antecedent	NOUN
spir-8730	9	8	factors	factor	NOUN
spir-8730	9	9	that	that	PRON
spir-8730	9	10	impact	impact	VERB
spir-8730	9	11	the	the	DET
spir-8730	9	12	construction	construction	NOUN
spir-8730	9	13	of	of	ADP
spir-8730	9	14	beliefs	belief	NOUN
spir-8730	9	15	about	about	ADP
spir-8730	9	16	these	these	DET
spir-8730	9	17	systems	system	NOUN
spir-8730	9	18	that	that	PRON
spir-8730	9	19	ultimately	ultimately	ADV
spir-8730	9	20	inform	inform	VERB
spir-8730	9	21	decision	decision	NOUN
spir-8730	9	22	making	making	NOUN
spir-8730	9	23	.	.	PUNCT
spir-8730	10	1	the	the	DET
spir-8730	10	2	need	need	NOUN
spir-8730	10	3	for	for	ADP
spir-8730	10	4	this	this	DET
spir-8730	10	5	kind	kind	NOUN
spir-8730	10	6	of	of	ADP
spir-8730	10	7	critical	critical	ADJ
spir-8730	10	8	inquiry	inquiry	NOUN
spir-8730	10	9	is	be	AUX
spir-8730	10	10	pressing	press	VERB
spir-8730	10	11	because	because	SCONJ
spir-8730	10	12	,	,	PUNCT
spir-8730	10	13	as	as	SCONJ
spir-8730	10	14	social	social	ADJ
spir-8730	10	15	media	medium	NOUN
spir-8730	10	16	sites	site	NOUN
spir-8730	10	17	become	become	AUX
spir-8730	10	18	further	far	ADV
spir-8730	10	19	entrenched	entrench	VERB
spir-8730	10	20	as	as	ADP
spir-8730	10	21	dominant	dominant	ADJ
spir-8730	10	22	vehicles	vehicle	NOUN
spir-8730	10	23	for	for	ADP
spir-8730	10	24	communication	communication	NOUN
spir-8730	10	25	,	,	PUNCT
spir-8730	10	26	knowledge	knowledge	NOUN
spir-8730	10	27	and	and	CCONJ
spir-8730	10	28	beliefs	belief	NOUN
spir-8730	10	29	regarding	regard	VERB
spir-8730	10	30	these	these	DET
spir-8730	10	31	technologies	technology	NOUN
spir-8730	10	32	will	will	AUX
spir-8730	10	33	play	play	VERB
spir-8730	10	34	an	an	DET
spir-8730	10	35	ever	ever	ADV
spir-8730	10	36	increasing	increase	VERB
spir-8730	10	37	role	role	NOUN
spir-8730	10	38	in	in	ADP
spir-8730	10	39	users	user	NOUN
spir-8730	10	40	’	'	PUNCT
spir-8730	10	41	abilities	ability	NOUN
spir-8730	10	42	to	to	PART
spir-8730	10	43	understand	understand	VERB
spir-8730	10	44	information	information	NOUN
spir-8730	10	45	filtering	filter	VERB
spir-8730	10	46	bias	bias	NOUN
spir-8730	10	47	on	on	ADP
spir-8730	10	48	social	social	ADJ
spir-8730	10	49	media	medium	NOUN
spir-8730	10	50	,	,	PUNCT
spir-8730	10	51	gauge	gauge	VERB
spir-8730	10	52	the	the	DET
spir-8730	10	53	risks	risk	NOUN
spir-8730	10	54	for	for	ADP
spir-8730	10	55	information	information	NOUN
spir-8730	10	56	disclosure	disclosure	NOUN
spir-8730	10	57	,	,	PUNCT
spir-8730	10	58	make	make	VERB
spir-8730	10	59	meaningful	meaningful	ADJ
spir-8730	10	60	decisions	decision	NOUN
spir-8730	10	61	about	about	ADP
spir-8730	10	62	use	use	NOUN
spir-8730	10	63	and	and	CCONJ
spir-8730	10	64	how	how	SCONJ
spir-8730	10	65	to	to	PART
spir-8730	10	66	protect	protect	VERB
spir-8730	10	67	their	their	PRON
spir-8730	10	68	privacy	privacy	NOUN
spir-8730	10	69	,	,	PUNCT
spir-8730	10	70	participate	participate	VERB
spir-8730	10	71	in	in	ADP
spir-8730	10	72	conversations	conversation	NOUN
spir-8730	10	73	around	around	ADP
spir-8730	10	74	how	how	SCONJ
spir-8730	10	75	information	information	NOUN
spir-8730	10	76	flows	flow	VERB
spir-8730	10	77	in	in	ADP
spir-8730	10	78	these	these	DET
spir-8730	10	79	spaces	space	NOUN
spir-8730	10	80	should	should	AUX
spir-8730	10	81	be	be	AUX
spir-8730	10	82	governed	govern	VERB
spir-8730	10	83	,	,	PUNCT
spir-8730	10	84	and	and	CCONJ
spir-8730	10	85	ultimately	ultimately	ADV
spir-8730	10	86	,	,	PUNCT
spir-8730	10	87	these	these	DET
spir-8730	10	88	beliefs	belief	NOUN
spir-8730	10	89	and	and	CCONJ
spir-8730	10	90	sets	set	NOUN
spir-8730	10	91	of	of	ADP
spir-8730	10	92	knowledge	knowledge	NOUN
spir-8730	10	93	help	help	AUX
spir-8730	10	94	shape	shape	VERB
spir-8730	10	95	users	user	NOUN
spir-8730	10	96	’	'	PUNCT
spir-8730	10	97	power	power	NOUN
spir-8730	10	98	relative	relative	ADJ
spir-8730	10	99	to	to	ADP
spir-8730	10	100	these	these	DET
spir-8730	10	101	systems	system	NOUN
spir-8730	10	102	.	.	PUNCT
spir-8730	11	1	in	in	ADP
spir-8730	11	2	the	the	DET
spir-8730	11	3	hopes	hope	NOUN
spir-8730	11	4	of	of	ADP
spir-8730	11	5	filling	fill	VERB
spir-8730	11	6	such	such	DET
spir-8730	11	7	a	a	DET
spir-8730	11	8	need	need	NOUN
spir-8730	11	9	,	,	PUNCT
spir-8730	11	10	my	my	PRON
spir-8730	11	11	dissertation	dissertation	NOUN
spir-8730	11	12	project	project	NOUN
spir-8730	11	13	“	"	PUNCT
spir-8730	11	14	informational	informational	ADJ
spir-8730	11	15	power	power	NOUN
spir-8730	11	16	on	on	ADP
spir-8730	11	17	twitter	twitter	NOUN
spir-8730	11	18	:	:	PUNCT
spir-8730	11	19	a	a	DET
spir-8730	11	20	mixedmethods	mixedmethod	NOUN
spir-8730	11	21	exploration	exploration	NOUN
spir-8730	11	22	of	of	ADP
spir-8730	11	23	user	user	NOUN
spir-8730	11	24	knowledge	knowledge	NOUN
spir-8730	11	25	and	and	CCONJ
spir-8730	11	26	technological	technological	ADJ
spir-8730	11	27	discourse	discourse	NOUN
spir-8730	11	28	about	about	ADP
spir-8730	11	29	information	information	NOUN
spir-8730	11	30	flows	flow	NOUN
spir-8730	11	31	,	,	PUNCT
spir-8730	11	32	”	"	PUNCT
spir-8730	11	33	investigates	investigate	VERB
spir-8730	11	34	user	user	NOUN
spir-8730	11	35	knowledge	knowledge	NOUN
spir-8730	11	36	about	about	ADP
spir-8730	11	37	twitter	twitter	NOUN
spir-8730	11	38	,	,	PUNCT
spir-8730	11	39	twitter	twitter	NOUN
spir-8730	11	40	’s	’s	PART
spir-8730	11	41	own	own	ADJ
spir-8730	11	42	organizational	organizational	ADJ
spir-8730	11	43	discourse	discourse	NOUN
spir-8730	11	44	,	,	PUNCT
spir-8730	11	45	and	and	CCONJ
spir-8730	11	46	theorizes	theorize	VERB
spir-8730	11	47	how	how	SCONJ
spir-8730	11	48	gaps	gap	NOUN
spir-8730	11	49	between	between	ADP
spir-8730	11	50	construed	construe	VERB
spir-8730	11	51	understandings	understanding	NOUN
spir-8730	11	52	and	and	CCONJ
spir-8730	11	53	extant	extant	ADJ
spir-8730	11	54	information	information	NOUN
spir-8730	11	55	flows	flow	NOUN
spir-8730	11	56	can	can	AUX
spir-8730	11	57	impact	impact	VERB
spir-8730	11	58	individual	individual	ADJ
spir-8730	11	59	power	power	NOUN
spir-8730	11	60	.	.	PUNCT
spir-8730	12	1	this	this	DET
spir-8730	12	2	mixed	mix	VERB
spir-8730	12	3	-	-	PUNCT
spir-8730	12	4	methods	method	NOUN
spir-8730	12	5	project	project	NOUN
spir-8730	12	6	relies	rely	VERB
spir-8730	12	7	on	on	ADP
spir-8730	12	8	the	the	DET
spir-8730	12	9	quantitative	quantitative	ADJ
spir-8730	12	10	analysis	analysis	NOUN
spir-8730	12	11	of	of	ADP
spir-8730	12	12	data	datum	NOUN
spir-8730	12	13	gathered	gather	VERB
spir-8730	12	14	from	from	ADP
spir-8730	12	15	a	a	DET
spir-8730	12	16	web	web	NOUN
spir-8730	12	17	-	-	PUNCT
spir-8730	12	18	based	base	VERB
spir-8730	12	19	survey	survey	NOUN
spir-8730	12	20	designed	design	VERB
spir-8730	12	21	to	to	PART
spir-8730	12	22	probe	probe	VERB
spir-8730	12	23	user	user	NOUN
spir-8730	12	24	knowledge	knowledge	NOUN
spir-8730	12	25	of	of	ADP
spir-8730	12	26	different	different	ADJ
spir-8730	12	27	aspects	aspect	NOUN
spir-8730	12	28	of	of	ADP
spir-8730	12	29	information	information	NOUN
spir-8730	12	30	flows	flow	VERB
spir-8730	12	31	on	on	ADP
spir-8730	12	32	twitter	twitter	NOUN
spir-8730	12	33	,	,	PUNCT
spir-8730	12	34	on	on	ADP
spir-8730	12	35	a	a	DET
spir-8730	12	36	discourse	discourse	NOUN
spir-8730	12	37	analysis	analysis	NOUN
spir-8730	12	38	of	of	ADP
spir-8730	12	39	twitter	twitter	NOUN
spir-8730	12	40	’s	’s	PART
spir-8730	12	41	messaging	messaging	NOUN
spir-8730	12	42	to	to	ADP
spir-8730	12	43	users	user	NOUN
spir-8730	12	44	,	,	PUNCT
spir-8730	12	45	and	and	CCONJ
spir-8730	12	46	on	on	ADP
spir-8730	12	47	a	a	DET
spir-8730	12	48	technical	technical	ADJ
spir-8730	12	49	review	review	NOUN
spir-8730	12	50	of	of	ADP
spir-8730	12	51	the	the	DET
spir-8730	12	52	structures	structure	NOUN
spir-8730	12	53	that	that	PRON
spir-8730	12	54	constitute	constitute	VERB
spir-8730	12	55	information	information	NOUN
spir-8730	12	56	flows	flow	NOUN
spir-8730	12	57	on	on	ADP
spir-8730	12	58	the	the	DET
spir-8730	12	59	platform	platform	NOUN
spir-8730	12	60	.	.	PUNCT
spir-8730	13	1	though	though	SCONJ
spir-8730	13	2	the	the	DET
spir-8730	13	3	analysis	analysis	NOUN
spir-8730	13	4	is	be	AUX
spir-8730	13	5	still	still	ADV
spir-8730	13	6	ongoing	ongoing	ADJ
spir-8730	13	7	,	,	PUNCT
spir-8730	13	8	early	early	ADJ
spir-8730	13	9	results	result	NOUN
spir-8730	13	10	suggest	suggest	VERB
spir-8730	13	11	that	that	SCONJ
spir-8730	13	12	while	while	SCONJ
spir-8730	13	13	hashtags	hashtag	NOUN
spir-8730	13	14	,	,	PUNCT
spir-8730	13	15	@replies	@replie	NOUN
spir-8730	13	16	,	,	PUNCT
spir-8730	13	17	following	follow	VERB
spir-8730	13	18	,	,	PUNCT
spir-8730	13	19	and	and	CCONJ
spir-8730	13	20	some	some	PRON
spir-8730	13	21	of	of	ADP
spir-8730	13	22	twitter	twitter	NOUN
spir-8730	13	23	’s	’s	PART
spir-8730	13	24	revenue	revenue	NOUN
spir-8730	13	25	generation	generation	NOUN
spir-8730	13	26	models	model	NOUN
spir-8730	13	27	such	such	ADJ
spir-8730	13	28	as	as	ADP
spir-8730	13	29	promoted	promote	VERB
spir-8730	13	30	tweets	tweet	NOUN
spir-8730	13	31	and	and	CCONJ
spir-8730	13	32	trends	trend	NOUN
spir-8730	13	33	are	be	AUX
spir-8730	13	34	well	well	ADV
spir-8730	13	35	understood	understand	VERB
spir-8730	13	36	by	by	ADP
spir-8730	13	37	users	user	NOUN
spir-8730	13	38	,	,	PUNCT
spir-8730	13	39	facets	facet	NOUN
spir-8730	13	40	of	of	ADP
spir-8730	13	41	information	information	NOUN
spir-8730	13	42	flows	flow	VERB
spir-8730	13	43	such	such	ADJ
spir-8730	13	44	as	as	ADP
spir-8730	13	45	the	the	DET
spir-8730	13	46	fact	fact	NOUN
spir-8730	13	47	that	that	SCONJ
spir-8730	13	48	not	not	PART
spir-8730	13	49	all	all	DET
spir-8730	13	50	users	user	NOUN
spir-8730	13	51	see	see	VERB
spir-8730	13	52	the	the	DET
spir-8730	13	53	same	same	ADJ
spir-8730	13	54	trending	trend	VERB
spir-8730	13	55	topics	topic	NOUN
spir-8730	13	56	,	,	PUNCT
spir-8730	13	57	the	the	DET
spir-8730	13	58	fact	fact	NOUN
spir-8730	13	59	that	that	SCONJ
spir-8730	13	60	twitter	twitter	NOUN
spir-8730	13	61	sells	sell	VERB
spir-8730	13	62	access	access	NOUN
spir-8730	13	63	to	to	ADP
spir-8730	13	64	the	the	DET
spir-8730	13	65	“	"	PUNCT
spir-8730	13	66	firehose	firehose	NOUN
spir-8730	13	67	”	"	PUNCT
spir-8730	13	68	of	of	ADP
spir-8730	13	69	real	real	ADJ
spir-8730	13	70	-	-	PUNCT
spir-8730	13	71	time	time	NOUN
spir-8730	13	72	tweets	tweet	NOUN
spir-8730	13	73	,	,	PUNCT
spir-8730	13	74	the	the	DET
spir-8730	13	75	fact	fact	NOUN
spir-8730	13	76	that	that	SCONJ
spir-8730	13	77	certain	certain	ADJ
spir-8730	13	78	kinds	kind	NOUN
spir-8730	13	79	of	of	ADP
spir-8730	13	80	profile	profile	ADJ
spir-8730	13	81	information	information	NOUN
spir-8730	13	82	about	about	ADP
spir-8730	13	83	users	user	NOUN
spir-8730	13	84	with	with	ADP
spir-8730	13	85	“	"	PUNCT
spir-8730	13	86	protected	protect	VERB
spir-8730	13	87	”	"	PUNCT
spir-8730	13	88	accounts	account	NOUN
spir-8730	13	89	is	be	AUX
spir-8730	13	90	still	still	ADV
spir-8730	13	91	publicly	publicly	ADV
spir-8730	13	92	accessible	accessible	ADJ
spir-8730	13	93	,	,	PUNCT
spir-8730	13	94	and	and	CCONJ
spir-8730	13	95	the	the	DET
spir-8730	13	96	fact	fact	NOUN
spir-8730	13	97	that	that	SCONJ
spir-8730	13	98	all	all	DET
spir-8730	13	99	public	public	ADJ
spir-8730	13	100	tweets	tweet	NOUN
spir-8730	13	101	are	be	AUX
spir-8730	13	102	given	give	VERB
spir-8730	13	103	by	by	ADP
spir-8730	13	104	twitter	twitter	NOUN
spir-8730	13	105	to	to	ADP
spir-8730	13	106	the	the	DET
spir-8730	13	107	library	library	NOUN
spir-8730	13	108	of	of	ADP
spir-8730	13	109	congress	congress	PROPN
spir-8730	13	110	are	be	AUX
spir-8730	13	111	poorly	poorly	ADV
spir-8730	13	112	understood	understand	VERB
spir-8730	13	113	.	.	PUNCT
spir-8730	14	1	these	these	DET
spir-8730	14	2	findings	finding	NOUN
spir-8730	14	3	may	may	AUX
spir-8730	14	4	come	come	VERB
spir-8730	14	5	as	as	ADV
spir-8730	14	6	less	less	ADJ
spir-8730	14	7	than	than	ADP
spir-8730	14	8	surprising	surprising	ADJ
spir-8730	14	9	,	,	PUNCT
spir-8730	14	10	however	however	ADV
spir-8730	14	11	,	,	PUNCT
spir-8730	14	12	when	when	SCONJ
spir-8730	14	13	considering	consider	VERB
spir-8730	14	14	twitter	twitter	NOUN
spir-8730	14	15	’s	’s	PART
spir-8730	14	16	overall	overall	ADJ
spir-8730	14	17	messaging	messaging	NOUN
spir-8730	14	18	to	to	ADP
spir-8730	14	19	users	user	NOUN
spir-8730	14	20	.	.	PUNCT
spir-8730	15	1	this	this	DET
spir-8730	15	2	messaging	messaging	NOUN
spir-8730	15	3	consistently	consistently	ADV
spir-8730	15	4	focuses	focus	VERB
spir-8730	15	5	on	on	ADP
spir-8730	15	6	the	the	DET
spir-8730	15	7	value	value	NOUN
spir-8730	15	8	for	for	ADP
spir-8730	15	9	users	user	NOUN
spir-8730	15	10	of	of	ADP
spir-8730	15	11	engaging	engage	VERB
spir-8730	15	12	in	in	ADP
spir-8730	15	13	conversation	conversation	NOUN
spir-8730	15	14	,	,	PUNCT
spir-8730	15	15	in	in	ADP
spir-8730	15	16	the	the	DET
spir-8730	15	17	value	value	NOUN
spir-8730	15	18	of	of	ADP
spir-8730	15	19	experiencing	experience	VERB
spir-8730	15	20	and	and	CCONJ
spir-8730	15	21	engaging	engage	VERB
spir-8730	15	22	the	the	DET
spir-8730	15	23	current	current	NOUN
spir-8730	15	24	,	,	PUNCT
spir-8730	15	25	and	and	CCONJ
spir-8730	15	26	how	how	SCONJ
spir-8730	15	27	the	the	DET
spir-8730	15	28	features	feature	NOUN
spir-8730	15	29	and	and	CCONJ
spir-8730	15	30	affordances	affordance	NOUN
spir-8730	15	31	of	of	ADP
spir-8730	15	32	twitter	twitter	NOUN
spir-8730	15	33	further	far	ADV
spir-8730	15	34	such	such	ADJ
spir-8730	15	35	ends	end	NOUN
spir-8730	15	36	.	.	PUNCT
spir-8730	16	1	what	what	PRON
spir-8730	16	2	happens	happen	VERB
spir-8730	16	3	to	to	ADP
spir-8730	16	4	tweets	tweet	NOUN
spir-8730	16	5	beyond	beyond	ADP
spir-8730	16	6	the	the	DET
spir-8730	16	7	immediate	immediate	ADJ
spir-8730	16	8	moment	moment	NOUN
spir-8730	16	9	and	and	CCONJ
spir-8730	16	10	how	how	SCONJ
spir-8730	16	11	tweets	tweet	NOUN
spir-8730	16	12	are	be	AUX
spir-8730	16	13	leveraged	leverage	VERB
spir-8730	16	14	to	to	PART
spir-8730	16	15	generate	generate	VERB
spir-8730	16	16	revenue	revenue	NOUN
spir-8730	16	17	is	be	AUX
spir-8730	16	18	not	not	PART
spir-8730	16	19	as	as	ADV
spir-8730	16	20	frequently	frequently	ADV
spir-8730	16	21	a	a	DET
spir-8730	16	22	mainstay	mainstay	NOUN
spir-8730	16	23	of	of	ADP
spir-8730	16	24	twitter	twitter	NOUN
spir-8730	16	25	’s	’s	PART
spir-8730	16	26	own	own	ADJ
spir-8730	16	27	discourse	discourse	NOUN
spir-8730	16	28	.	.	PUNCT
spir-8730	17	1	opportunities	opportunity	NOUN
spir-8730	17	2	and	and	CCONJ
spir-8730	17	3	challenges	challenge	VERB
spir-8730	17	4	the	the	DET
spir-8730	17	5	point	point	NOUN
spir-8730	17	6	of	of	ADP
spir-8730	17	7	this	this	DET
spir-8730	17	8	position	position	NOUN
spir-8730	17	9	paper	paper	NOUN
spir-8730	17	10	is	be	AUX
spir-8730	17	11	not	not	PART
spir-8730	17	12	to	to	PART
spir-8730	17	13	discuss	discuss	VERB
spir-8730	17	14	the	the	DET
spir-8730	17	15	results	result	NOUN
spir-8730	17	16	of	of	ADP
spir-8730	17	17	this	this	DET
spir-8730	17	18	research	research	NOUN
spir-8730	17	19	,	,	PUNCT
spir-8730	17	20	but	but	CCONJ
spir-8730	17	21	rather	rather	ADV
spir-8730	17	22	to	to	PART
spir-8730	17	23	discuss	discuss	VERB
spir-8730	17	24	the	the	DET
spir-8730	17	25	opportunities	opportunity	NOUN
spir-8730	17	26	and	and	CCONJ
spir-8730	17	27	challenges	challenge	VERB
spir-8730	17	28	inherent	inherent	ADJ
spir-8730	17	29	in	in	ADP
spir-8730	17	30	such	such	DET
spir-8730	17	31	a	a	DET
spir-8730	17	32	mixed	mixed	ADJ
spir-8730	17	33	-	-	PUNCT
spir-8730	17	34	method	method	NOUN
spir-8730	17	35	approach	approach	NOUN
spir-8730	17	36	to	to	ADP
spir-8730	17	37	understanding	understanding	NOUN
spir-8730	17	38	and	and	CCONJ
spir-8730	17	39	contextualizing	contextualizing	ADJ
spir-8730	17	40	user	user	NOUN
spir-8730	17	41	-	-	PUNCT
spir-8730	17	42	knowledge	knowledge	NOUN
spir-8730	17	43	,	,	PUNCT
spir-8730	17	44	with	with	ADP
spir-8730	17	45	an	an	DET
spir-8730	17	46	eye	eye	NOUN
spir-8730	17	47	towards	towards	ADP
spir-8730	17	48	implications	implication	NOUN
spir-8730	17	49	for	for	ADP
spir-8730	17	50	the	the	DET
spir-8730	17	51	study	study	NOUN
spir-8730	17	52	of	of	ADP
spir-8730	17	53	implications	implication	NOUN
spir-8730	17	54	for	for	ADP
spir-8730	17	55	users	user	NOUN
spir-8730	17	56	.	.	PUNCT
spir-8730	18	1	first	first	ADV
spir-8730	18	2	,	,	PUNCT
spir-8730	18	3	i	i	PRON
spir-8730	18	4	am	be	AUX
spir-8730	18	5	not	not	PART
spir-8730	18	6	arguing	argue	VERB
spir-8730	18	7	for	for	ADP
spir-8730	18	8	mixed	mixed	ADJ
spir-8730	18	9	-	-	PUNCT
spir-8730	18	10	methods	method	NOUN
spir-8730	18	11	approaches	approach	NOUN
spir-8730	18	12	to	to	ADP
spir-8730	18	13	the	the	DET
spir-8730	18	14	exclusion	exclusion	NOUN
spir-8730	18	15	of	of	ADP
spir-8730	18	16	purely	purely	ADV
spir-8730	18	17	qualitative	qualitative	ADJ
spir-8730	18	18	and	and	CCONJ
spir-8730	18	19	quantitative	quantitative	ADJ
spir-8730	18	20	work	work	NOUN
spir-8730	18	21	.	.	PUNCT
spir-8730	19	1	instead	instead	ADV
spir-8730	19	2	,	,	PUNCT
spir-8730	19	3	a	a	DET
spir-8730	19	4	mixed	mix	VERB
spir-8730	19	5	-	-	PUNCT
spir-8730	19	6	methods	method	NOUN
spir-8730	19	7	approach	approach	NOUN
spir-8730	19	8	is	be	AUX
spir-8730	19	9	an	an	DET
spir-8730	19	10	attractive	attractive	ADJ
spir-8730	19	11	accompaniment	accompaniment	NOUN
spir-8730	19	12	to	to	ADP
spir-8730	19	13	these	these	DET
spir-8730	19	14	more	more	ADV
spir-8730	19	15	traditional	traditional	ADJ
spir-8730	19	16	approaches	approach	NOUN
spir-8730	19	17	in	in	ADP
spir-8730	19	18	that	that	SCONJ
spir-8730	19	19	it	it	PRON
spir-8730	19	20	can	can	AUX
spir-8730	19	21	offer	offer	VERB
spir-8730	19	22	a	a	DET
spir-8730	19	23	pragmatic	pragmatic	ADJ
spir-8730	19	24	way	way	NOUN
spir-8730	19	25	of	of	ADP
spir-8730	19	26	linking	link	VERB
spir-8730	19	27	findings	finding	NOUN
spir-8730	19	28	from	from	ADP
spir-8730	19	29	the	the	DET
spir-8730	19	30	two	two	NUM
spir-8730	19	31	to	to	PART
spir-8730	19	32	create	create	VERB
spir-8730	19	33	a	a	DET
spir-8730	19	34	richer	rich	ADJ
spir-8730	19	35	end	end	NOUN
spir-8730	19	36	-	-	PUNCT
spir-8730	19	37	product	product	NOUN
spir-8730	19	38	(	(	PUNCT
spir-8730	19	39	johnson	johnson	PROPN
spir-8730	19	40	&	&	CCONJ
spir-8730	19	41	onwuegbuzie	onwuegbuzie	PROPN
spir-8730	19	42	,	,	PUNCT
spir-8730	19	43	2004	2004	NUM
spir-8730	19	44	)	)	PUNCT
spir-8730	19	45	.	.	PUNCT
spir-8730	20	1	unfortunately	unfortunately	ADV
spir-8730	20	2	though	though	ADV
spir-8730	20	3	,	,	PUNCT
spir-8730	20	4	the	the	DET
spir-8730	20	5	practical	practical	ADJ
spir-8730	20	6	implementation	implementation	NOUN
spir-8730	20	7	of	of	ADP
spir-8730	20	8	a	a	DET
spir-8730	20	9	mixed	mixed	ADJ
spir-8730	20	10	-	-	PUNCT
spir-8730	20	11	method	method	NOUN
spir-8730	20	12	approach	approach	NOUN
spir-8730	20	13	for	for	ADP
spir-8730	20	14	tracing	trace	VERB
spir-8730	20	15	user	user	NOUN
spir-8730	20	16	knowledge	knowledge	NOUN
spir-8730	20	17	about	about	ADP
spir-8730	20	18	information	information	NOUN
spir-8730	20	19	flows	flow	NOUN
spir-8730	20	20	on	on	ADP
spir-8730	20	21	social	social	ADJ
spir-8730	20	22	media	medium	NOUN
spir-8730	20	23	,	,	PUNCT
spir-8730	20	24	the	the	DET
spir-8730	20	25	discourse	discourse	NOUN
spir-8730	20	26	about	about	ADP
spir-8730	20	27	information	information	NOUN
spir-8730	20	28	flows	flow	VERB
spir-8730	20	29	that	that	SCONJ
spir-8730	20	30	social	social	ADJ
spir-8730	20	31	media	medium	NOUN
spir-8730	20	32	purveyors	purveyor	NOUN
spir-8730	20	33	generate	generate	VERB
spir-8730	20	34	,	,	PUNCT
spir-8730	20	35	and	and	CCONJ
spir-8730	20	36	the	the	DET
spir-8730	20	37	extant	extant	ADJ
spir-8730	20	38	information	information	NOUN
spir-8730	20	39	flows	flow	VERB
spir-8730	20	40	on	on	ADP
spir-8730	20	41	social	social	ADJ
spir-8730	20	42	media	medium	NOUN
spir-8730	20	43	is	be	AUX
spir-8730	20	44	fraught	fraught	ADJ
spir-8730	20	45	with	with	ADP
spir-8730	20	46	a	a	DET
spir-8730	20	47	number	number	NOUN
spir-8730	20	48	of	of	ADP
spir-8730	20	49	hurdles	hurdle	NOUN
spir-8730	20	50	.	.	PUNCT
spir-8730	21	1	first	first	ADV
spir-8730	21	2	,	,	PUNCT
spir-8730	21	3	“	"	PUNCT
spir-8730	21	4	information	information	NOUN
spir-8730	21	5	flows	flow	VERB
spir-8730	21	6	on	on	ADP
spir-8730	21	7	social	social	ADJ
spir-8730	21	8	media	medium	NOUN
spir-8730	21	9	”	"	PUNCT
spir-8730	21	10	are	be	AUX
spir-8730	21	11	complex	complex	ADJ
spir-8730	21	12	phenomena	phenomenon	NOUN
spir-8730	21	13	involving	involve	VERB
spir-8730	21	14	the	the	DET
spir-8730	21	15	intermingling	intermingling	NOUN
spir-8730	21	16	of	of	ADP
spir-8730	21	17	social	social	ADJ
spir-8730	21	18	and	and	CCONJ
spir-8730	21	19	technical	technical	ADJ
spir-8730	21	20	elements	element	NOUN
spir-8730	21	21	.	.	PUNCT
spir-8730	22	1	researchers	researcher	NOUN
spir-8730	22	2	need	need	VERB
spir-8730	22	3	an	an	DET
spir-8730	22	4	analytical	analytical	ADJ
spir-8730	22	5	model	model	NOUN
spir-8730	22	6	/	/	SYM
spir-8730	22	7	method	method	NOUN
spir-8730	22	8	that	that	PRON
spir-8730	22	9	can	can	AUX
spir-8730	22	10	facilitate	facilitate	VERB
spir-8730	22	11	the	the	DET
spir-8730	22	12	deconstruction	deconstruction	NOUN
spir-8730	22	13	of	of	ADP
spir-8730	22	14	information	information	NOUN
spir-8730	22	15	flows	flow	VERB
spir-8730	22	16	on	on	ADP
spir-8730	22	17	a	a	DET
spir-8730	22	18	given	give	VERB
spir-8730	22	19	platform	platform	NOUN
spir-8730	22	20	and	and	CCONJ
spir-8730	22	21	that	that	PRON
spir-8730	22	22	can	can	AUX
spir-8730	22	23	operate	operate	VERB
spir-8730	22	24	at	at	ADP
spir-8730	22	25	different	different	ADJ
spir-8730	22	26	levels	level	NOUN
spir-8730	22	27	of	of	ADP
spir-8730	22	28	abstraction	abstraction	NOUN
spir-8730	22	29	.	.	PUNCT
spir-8730	23	1	further	far	ADV
spir-8730	23	2	,	,	PUNCT
spir-8730	23	3	researchers	researcher	NOUN
spir-8730	23	4	must	must	AUX
spir-8730	23	5	be	be	AUX
spir-8730	23	6	able	able	ADJ
spir-8730	23	7	to	to	PART
spir-8730	23	8	address	address	VERB
spir-8730	23	9	how	how	SCONJ
spir-8730	23	10	such	such	DET
spir-8730	23	11	a	a	DET
spir-8730	23	12	model	model	NOUN
spir-8730	23	13	inherently	inherently	ADV
spir-8730	23	14	draws	draw	VERB
spir-8730	23	15	boundaries	boundary	NOUN
spir-8730	23	16	that	that	PRON
spir-8730	23	17	constitute	constitute	VERB
spir-8730	23	18	an	an	DET
spir-8730	23	19	inside	inside	NOUN
spir-8730	23	20	and	and	CCONJ
spir-8730	23	21	outside	outside	ADV
spir-8730	23	22	to	to	ADP
spir-8730	23	23	the	the	DET
spir-8730	23	24	system	system	NOUN
spir-8730	23	25	;	;	PUNCT
spir-8730	23	26	boundaries	boundary	NOUN
spir-8730	23	27	which	which	PRON
spir-8730	23	28	may	may	AUX
spir-8730	23	29	be	be	AUX
spir-8730	23	30	arbitrary	arbitrary	ADJ
spir-8730	23	31	or	or	CCONJ
spir-8730	23	32	artificial	artificial	ADJ
spir-8730	23	33	constructions	construction	NOUN
spir-8730	23	34	.	.	PUNCT
spir-8730	24	1	in	in	ADP
spir-8730	24	2	my	my	PRON
spir-8730	24	3	own	own	ADJ
spir-8730	24	4	experience	experience	NOUN
spir-8730	24	5	,	,	PUNCT
spir-8730	24	6	the	the	DET
spir-8730	24	7	analytical	analytical	ADJ
spir-8730	24	8	framework	framework	NOUN
spir-8730	24	9	found	find	VERB
spir-8730	24	10	in	in	ADP
spir-8730	24	11	van	van	PROPN
spir-8730	24	12	dijck	dijck	NOUN
spir-8730	24	13	’s	’s	PART
spir-8730	24	14	(	(	PUNCT
spir-8730	24	15	2013	2013	NUM
spir-8730	24	16	)	)	PUNCT
spir-8730	24	17	critical	critical	ADJ
spir-8730	24	18	history	history	NOUN
spir-8730	24	19	of	of	ADP
spir-8730	24	20	social	social	ADJ
spir-8730	24	21	media	medium	NOUN
spir-8730	24	22	,	,	PUNCT
spir-8730	24	23	the	the	DET
spir-8730	24	24	culture	culture	NOUN
spir-8730	24	25	of	of	ADP
spir-8730	24	26	connectivity	connectivity	NOUN
spir-8730	24	27	has	have	AUX
spir-8730	24	28	been	be	AUX
spir-8730	24	29	a	a	DET
spir-8730	24	30	useful	useful	ADJ
spir-8730	24	31	tool	tool	NOUN
spir-8730	24	32	for	for	ADP
spir-8730	24	33	deconstructing	deconstruct	VERB
spir-8730	24	34	information	information	NOUN
spir-8730	24	35	flows	flow	NOUN
spir-8730	24	36	on	on	ADP
spir-8730	24	37	twitter	twitter	NOUN
spir-8730	24	38	.	.	PUNCT
spir-8730	25	1	while	while	SCONJ
spir-8730	25	2	this	this	DET
spir-8730	25	3	framework	framework	NOUN
spir-8730	25	4	does	do	AUX
spir-8730	25	5	not	not	PART
spir-8730	25	6	provide	provide	VERB
spir-8730	25	7	an	an	DET
spir-8730	25	8	account	account	NOUN
spir-8730	25	9	of	of	ADP
spir-8730	25	10	every	every	DET
spir-8730	25	11	single	single	ADJ
spir-8730	25	12	piece	piece	NOUN
spir-8730	25	13	of	of	ADP
spir-8730	25	14	the	the	DET
spir-8730	25	15	sociotechnical	sociotechnical	ADJ
spir-8730	25	16	system	system	NOUN
spir-8730	25	17	that	that	PRON
spir-8730	25	18	makes	make	VERB
spir-8730	25	19	up	up	ADP
spir-8730	25	20	a	a	DET
spir-8730	25	21	social	social	ADJ
spir-8730	25	22	media	medium	NOUN
spir-8730	25	23	site	site	NOUN
spir-8730	25	24	,	,	PUNCT
spir-8730	25	25	it	it	PRON
spir-8730	25	26	does	do	AUX
spir-8730	25	27	serve	serve	VERB
spir-8730	25	28	as	as	ADP
spir-8730	25	29	a	a	DET
spir-8730	25	30	practical	practical	ADJ
spir-8730	25	31	toolkit	toolkit	NOUN
spir-8730	25	32	for	for	ADP
spir-8730	25	33	identifying	identify	VERB
spir-8730	25	34	and	and	CCONJ
spir-8730	25	35	breaking	break	VERB
spir-8730	25	36	apart	apart	ADV
spir-8730	25	37	some	some	PRON
spir-8730	25	38	of	of	ADP
spir-8730	25	39	the	the	DET
spir-8730	25	40	salient	salient	NOUN
spir-8730	25	41	,	,	PUNCT
spir-8730	25	42	yet	yet	CCONJ
spir-8730	25	43	interconnected	interconnected	ADJ
spir-8730	25	44	components	component	NOUN
spir-8730	25	45	of	of	ADP
spir-8730	25	46	social	social	ADJ
spir-8730	25	47	media	medium	NOUN
spir-8730	25	48	platforms	platform	NOUN
spir-8730	25	49	such	such	ADJ
spir-8730	25	50	as	as	ADP
spir-8730	25	51	data	datum	NOUN
spir-8730	25	52	and	and	CCONJ
spir-8730	25	53	metadata	metadata	NOUN
spir-8730	25	54	structures	structure	NOUN
spir-8730	25	55	,	,	PUNCT
spir-8730	25	56	algorithms	algorithm	NOUN
spir-8730	25	57	,	,	PUNCT
spir-8730	25	58	protocols	protocol	NOUN
spir-8730	25	59	,	,	PUNCT
spir-8730	25	60	defaults	default	NOUN
spir-8730	25	61	,	,	PUNCT
spir-8730	25	62	informational	informational	ADJ
spir-8730	25	63	content	content	NOUN
spir-8730	25	64	,	,	PUNCT
spir-8730	25	65	users	user	NOUN
spir-8730	25	66	,	,	PUNCT
spir-8730	25	67	business	business	NOUN
spir-8730	25	68	models	model	NOUN
spir-8730	25	69	,	,	PUNCT
spir-8730	25	70	platform	platform	NOUN
spir-8730	25	71	ownership	ownership	NOUN
spir-8730	25	72	,	,	PUNCT
spir-8730	25	73	and	and	CCONJ
spir-8730	25	74	governance	governance	NOUN
spir-8730	25	75	practices	practice	NOUN
spir-8730	25	76	.	.	PUNCT
spir-8730	26	1	this	this	DET
spir-8730	26	2	framework	framework	NOUN
spir-8730	26	3	facilitates	facilitate	VERB
spir-8730	26	4	articulating	articulating	ADJ
spir-8730	26	5	how	how	SCONJ
spir-8730	26	6	information	information	NOUN
spir-8730	26	7	flows	flow	NOUN
spir-8730	26	8	are	be	AUX
spir-8730	26	9	constituted	constitute	VERB
spir-8730	26	10	through	through	ADP
spir-8730	26	11	technical	technical	ADJ
spir-8730	26	12	architecture	architecture	NOUN
spir-8730	26	13	,	,	PUNCT
spir-8730	26	14	while	while	SCONJ
spir-8730	26	15	at	at	ADP
spir-8730	26	16	the	the	DET
spir-8730	26	17	same	same	ADJ
spir-8730	26	18	time	time	NOUN
spir-8730	26	19	helping	help	VERB
spir-8730	26	20	to	to	PART
spir-8730	26	21	unpack	unpack	VERB
spir-8730	26	22	the	the	DET
spir-8730	26	23	more	more	ADV
spir-8730	26	24	social	social	ADJ
spir-8730	26	25	and	and	CCONJ
spir-8730	26	26	politicaleconomic	politicaleconomic	ADJ
spir-8730	26	27	bases	basis	NOUN
spir-8730	26	28	of	of	ADP
spir-8730	26	29	information	information	NOUN
spir-8730	26	30	flows	flow	VERB
spir-8730	26	31	.	.	PUNCT
spir-8730	27	1	here	here	ADV
spir-8730	27	2	,	,	PUNCT
spir-8730	27	3	however	however	ADV
spir-8730	27	4	,	,	PUNCT
spir-8730	27	5	there	there	PRON
spir-8730	27	6	is	be	VERB
spir-8730	27	7	also	also	ADV
spir-8730	27	8	another	another	DET
spir-8730	27	9	challenge	challenge	NOUN
spir-8730	27	10	:	:	PUNCT
spir-8730	27	11	much	much	ADJ
spir-8730	27	12	of	of	ADP
spir-8730	27	13	the	the	DET
spir-8730	27	14	inner	inner	ADJ
spir-8730	27	15	-	-	PUNCT
spir-8730	27	16	workings	working	NOUN
spir-8730	27	17	of	of	ADP
spir-8730	27	18	social	social	ADJ
spir-8730	27	19	media	medium	NOUN
spir-8730	27	20	platforms	platform	NOUN
spir-8730	27	21	may	may	AUX
spir-8730	27	22	be	be	AUX
spir-8730	27	23	less	less	ADJ
spir-8730	27	24	than	than	ADP
spir-8730	27	25	transparent	transparent	ADJ
spir-8730	27	26	(	(	PUNCT
spir-8730	27	27	particularly	particularly	ADV
spir-8730	27	28	aspects	aspect	NOUN
spir-8730	27	29	such	such	ADJ
spir-8730	27	30	as	as	ADP
spir-8730	27	31	third	third	ADJ
spir-8730	27	32	-	-	PUNCT
spir-8730	27	33	party	party	NOUN
spir-8730	27	34	data	data	NOUN
spir-8730	27	35	-	-	PUNCT
spir-8730	27	36	sharing	share	VERB
spir-8730	27	37	agreements	agreement	NOUN
spir-8730	27	38	)	)	PUNCT
spir-8730	27	39	.	.	PUNCT
spir-8730	28	1	as	as	ADP
spir-8730	28	2	a	a	DET
spir-8730	28	3	result	result	NOUN
spir-8730	28	4	,	,	PUNCT
spir-8730	28	5	creating	create	VERB
spir-8730	28	6	a	a	DET
spir-8730	28	7	picture	picture	NOUN
spir-8730	28	8	of	of	ADP
spir-8730	28	9	information	information	NOUN
spir-8730	28	10	flows	flow	VERB
spir-8730	28	11	on	on	ADP
spir-8730	28	12	a	a	DET
spir-8730	28	13	given	give	VERB
spir-8730	28	14	platform	platform	NOUN
spir-8730	28	15	requires	require	VERB
spir-8730	28	16	not	not	PART
spir-8730	28	17	just	just	ADV
spir-8730	28	18	exploring	explore	VERB
spir-8730	28	19	userinterfaces	userinterface	NOUN
spir-8730	28	20	,	,	PUNCT
spir-8730	28	21	but	but	CCONJ
spir-8730	28	22	also	also	ADV
spir-8730	28	23	examining	examine	VERB
spir-8730	28	24	application	application	NOUN
spir-8730	28	25	programming	programming	NOUN
spir-8730	28	26	interfaces	interface	NOUN
spir-8730	28	27	,	,	PUNCT
spir-8730	28	28	documentation	documentation	NOUN
spir-8730	28	29	for	for	ADP
spir-8730	28	30	developers	developer	NOUN
spir-8730	28	31	and	and	CCONJ
spir-8730	28	32	business	business	NOUN
spir-8730	28	33	partners	partner	NOUN
spir-8730	28	34	,	,	PUNCT
spir-8730	28	35	financial	financial	ADJ
spir-8730	28	36	filings	filing	NOUN
spir-8730	28	37	,	,	PUNCT
spir-8730	28	38	and	and	CCONJ
spir-8730	28	39	industry	industry	NOUN
spir-8730	28	40	analysis	analysis	NOUN
spir-8730	28	41	,	,	PUNCT
spir-8730	28	42	among	among	ADP
spir-8730	28	43	other	other	ADJ
spir-8730	28	44	sources	source	NOUN
spir-8730	28	45	.	.	PUNCT
spir-8730	29	1	in	in	ADP
spir-8730	29	2	addition	addition	NOUN
spir-8730	29	3	,	,	PUNCT
spir-8730	29	4	when	when	SCONJ
spir-8730	29	5	giving	give	VERB
spir-8730	29	6	a	a	DET
spir-8730	29	7	descriptive	descriptive	ADJ
spir-8730	29	8	account	account	NOUN
spir-8730	29	9	of	of	ADP
spir-8730	29	10	these	these	DET
spir-8730	29	11	elements	element	NOUN
spir-8730	29	12	,	,	PUNCT
spir-8730	29	13	it	it	PRON
spir-8730	29	14	is	be	AUX
spir-8730	29	15	also	also	ADV
spir-8730	29	16	important	important	ADJ
spir-8730	29	17	to	to	PART
spir-8730	29	18	identify	identify	VERB
spir-8730	29	19	the	the	DET
spir-8730	29	20	relative	relative	ADJ
spir-8730	29	21	transparency	transparency	NOUN
spir-8730	29	22	of	of	ADP
spir-8730	29	23	each	each	DET
spir-8730	29	24	component	component	NOUN
spir-8730	29	25	of	of	ADP
spir-8730	29	26	the	the	DET
spir-8730	29	27	information	information	NOUN
spir-8730	29	28	flows	flow	VERB
spir-8730	29	29	relative	relative	ADJ
spir-8730	29	30	to	to	ADP
spir-8730	29	31	users	user	NOUN
spir-8730	29	32	,	,	PUNCT
spir-8730	29	33	particularly	particularly	ADV
spir-8730	29	34	for	for	ADP
spir-8730	29	35	those	those	DET
spir-8730	29	36	elements	element	NOUN
spir-8730	29	37	that	that	PRON
spir-8730	29	38	may	may	AUX
spir-8730	29	39	be	be	AUX
spir-8730	29	40	murky	murky	ADJ
spir-8730	29	41	and	and	CCONJ
spir-8730	29	42	opaque	opaque	ADJ
spir-8730	29	43	as	as	ADP
spir-8730	29	44	a	a	DET
spir-8730	29	45	function	function	NOUN
spir-8730	29	46	of	of	ADP
spir-8730	29	47	design	design	NOUN
spir-8730	29	48	.	.	PUNCT
spir-8730	30	1	second	second	ADJ
spir-8730	30	2	,	,	PUNCT
spir-8730	30	3	while	while	SCONJ
spir-8730	30	4	attention	attention	NOUN
spir-8730	30	5	has	have	AUX
spir-8730	30	6	(	(	PUNCT
spir-8730	30	7	justly	justly	ADV
spir-8730	30	8	)	)	PUNCT
spir-8730	30	9	been	be	AUX
spir-8730	30	10	given	give	VERB
spir-8730	30	11	to	to	ADP
spir-8730	30	12	users	user	NOUN
spir-8730	30	13	’	’	PART
spir-8730	30	14	understandings	understanding	NOUN
spir-8730	30	15	and	and	CCONJ
spir-8730	30	16	(	(	PUNCT
spir-8730	30	17	frequently	frequently	ADV
spir-8730	30	18	,	,	PUNCT
spir-8730	30	19	lack	lack	NOUN
spir-8730	30	20	of	of	ADP
spir-8730	30	21	)	)	PUNCT
spir-8730	30	22	reading	reading	NOUN
spir-8730	30	23	of	of	ADP
spir-8730	30	24	terms	term	NOUN
spir-8730	30	25	of	of	ADP
spir-8730	30	26	service	service	NOUN
spir-8730	30	27	and	and	CCONJ
spir-8730	30	28	privacy	privacy	NOUN
spir-8730	30	29	policies	policy	NOUN
spir-8730	30	30	(	(	PUNCT
spir-8730	30	31	fuchs	fuch	NOUN
spir-8730	30	32	,	,	PUNCT
spir-8730	30	33	2009	2009	NUM
spir-8730	30	34	;	;	PUNCT
spir-8730	30	35	reidenberg	reidenberg	PROPN
spir-8730	30	36	et	et	PROPN
spir-8730	30	37	al	al	PROPN
spir-8730	30	38	.	.	PROPN
spir-8730	30	39	,	,	PUNCT
spir-8730	30	40	2014	2014	NUM
spir-8730	30	41	)	)	PUNCT
spir-8730	30	42	,	,	PUNCT
spir-8730	30	43	relatively	relatively	ADV
spir-8730	30	44	less	less	ADJ
spir-8730	30	45	attention	attention	NOUN
spir-8730	30	46	has	have	AUX
spir-8730	30	47	been	be	AUX
spir-8730	30	48	given	give	VERB
spir-8730	30	49	to	to	ADP
spir-8730	30	50	what	what	PRON
spir-8730	30	51	might	might	AUX
spir-8730	30	52	be	be	AUX
spir-8730	30	53	called	call	VERB
spir-8730	30	54	more	more	ADJ
spir-8730	30	55	casual	casual	ADJ
spir-8730	30	56	organizational	organizational	ADJ
spir-8730	30	57	language	language	NOUN
spir-8730	30	58	use	use	NOUN
spir-8730	30	59	.	.	PUNCT
spir-8730	31	1	the	the	DET
spir-8730	31	2	businesses	business	NOUN
spir-8730	31	3	that	that	PRON
spir-8730	31	4	operate	operate	VERB
spir-8730	31	5	social	social	ADJ
spir-8730	31	6	media	medium	NOUN
spir-8730	31	7	sites	site	NOUN
spir-8730	31	8	often	often	ADV
spir-8730	31	9	deploy	deploy	VERB
spir-8730	31	10	a	a	DET
spir-8730	31	11	variety	variety	NOUN
spir-8730	31	12	of	of	ADP
spir-8730	31	13	persuasive	persuasive	ADJ
spir-8730	31	14	arguments	argument	NOUN
spir-8730	31	15	on	on	ADP
spir-8730	31	16	subjects	subject	NOUN
spir-8730	31	17	such	such	ADJ
spir-8730	31	18	as	as	ADP
spir-8730	31	19	how	how	SCONJ
spir-8730	31	20	information	information	NOUN
spir-8730	31	21	flows	flow	VERB
spir-8730	31	22	through	through	ADP
spir-8730	31	23	a	a	DET
spir-8730	31	24	platform	platform	NOUN
spir-8730	31	25	,	,	PUNCT
spir-8730	31	26	the	the	DET
spir-8730	31	27	value	value	NOUN
spir-8730	31	28	generated	generate	VERB
spir-8730	31	29	for	for	ADP
spir-8730	31	30	users	user	NOUN
spir-8730	31	31	by	by	ADP
spir-8730	31	32	certain	certain	ADJ
spir-8730	31	33	information	information	NOUN
spir-8730	31	34	flows	flow	VERB
spir-8730	31	35	,	,	PUNCT
spir-8730	31	36	and	and	CCONJ
spir-8730	31	37	the	the	DET
spir-8730	31	38	kinds	kind	NOUN
spir-8730	31	39	of	of	ADP
spir-8730	31	40	informational	informational	ADJ
spir-8730	31	41	experiences	experience	NOUN
spir-8730	31	42	that	that	PRON
spir-8730	31	43	can	can	AUX
spir-8730	31	44	be	be	AUX
spir-8730	31	45	gained	gain	VERB
spir-8730	31	46	through	through	ADP
spir-8730	31	47	use	use	NOUN
spir-8730	31	48	.	.	PUNCT
spir-8730	32	1	this	this	DET
spir-8730	32	2	language	language	NOUN
spir-8730	32	3	is	be	AUX
spir-8730	32	4	important	important	ADJ
spir-8730	32	5	because	because	SCONJ
spir-8730	32	6	,	,	PUNCT
spir-8730	32	7	like	like	ADP
spir-8730	32	8	all	all	DET
spir-8730	32	9	technological	technological	ADJ
spir-8730	32	10	discourse	discourse	NOUN
spir-8730	32	11	,	,	PUNCT
spir-8730	32	12	it	it	PRON
spir-8730	32	13	can	can	AUX
spir-8730	32	14	be	be	AUX
spir-8730	32	15	a	a	DET
spir-8730	32	16	significant	significant	ADJ
spir-8730	32	17	part	part	NOUN
spir-8730	32	18	of	of	ADP
spir-8730	32	19	how	how	SCONJ
spir-8730	32	20	a	a	DET
spir-8730	32	21	tool	tool	NOUN
spir-8730	32	22	becomes	become	VERB
spir-8730	32	23	part	part	NOUN
spir-8730	32	24	of	of	ADP
spir-8730	32	25	our	our	PRON
spir-8730	32	26	“	"	PUNCT
spir-8730	32	27	systems	system	NOUN
spir-8730	32	28	of	of	ADP
spir-8730	32	29	goals	goal	NOUN
spir-8730	32	30	,	,	PUNCT
spir-8730	32	31	values	value	NOUN
spir-8730	32	32	,	,	PUNCT
spir-8730	32	33	and	and	CCONJ
spir-8730	32	34	meaning	meaning	NOUN
spir-8730	32	35	,	,	PUNCT
spir-8730	32	36	part	part	NOUN
spir-8730	32	37	of	of	ADP
spir-8730	32	38	our	our	PRON
spir-8730	32	39	articulated	articulated	ADJ
spir-8730	32	40	interests	interest	NOUN
spir-8730	32	41	,	,	PUNCT
spir-8730	32	42	struggles	struggle	NOUN
spir-8730	32	43	,	,	PUNCT
spir-8730	32	44	and	and	CCONJ
spir-8730	32	45	activities	activity	NOUN
spir-8730	32	46	”	"	PUNCT
spir-8730	32	47	(	(	PUNCT
spir-8730	32	48	bazerman	bazerman	NOUN
spir-8730	32	49	,	,	PUNCT
spir-8730	32	50	1998	1998	NUM
spir-8730	32	51	,	,	PUNCT
spir-8730	32	52	p.	p.	NOUN
spir-8730	32	53	386	386	NUM
spir-8730	32	54	)	)	PUNCT
spir-8730	32	55	.	.	PUNCT
spir-8730	33	1	further	far	ADV
spir-8730	33	2	,	,	PUNCT
spir-8730	33	3	as	as	SCONJ
spir-8730	33	4	policy	policy	NOUN
spir-8730	33	5	documents	document	NOUN
spir-8730	33	6	are	be	AUX
spir-8730	33	7	often	often	ADV
spir-8730	33	8	written	write	VERB
spir-8730	33	9	in	in	ADP
spir-8730	33	10	legal	legal	ADJ
spir-8730	33	11	language	language	NOUN
spir-8730	33	12	that	that	PRON
spir-8730	33	13	necessitates	necessitate	VERB
spir-8730	33	14	a	a	DET
spir-8730	33	15	higher	high	ADJ
spir-8730	33	16	level	level	NOUN
spir-8730	33	17	of	of	ADP
spir-8730	33	18	education	education	NOUN
spir-8730	33	19	to	to	PART
spir-8730	33	20	comprehend	comprehend	VERB
spir-8730	33	21	,	,	PUNCT
spir-8730	33	22	this	this	DET
spir-8730	33	23	more	more	ADV
spir-8730	33	24	casual	casual	ADJ
spir-8730	33	25	language	language	NOUN
spir-8730	33	26	may	may	AUX
spir-8730	33	27	potentially	potentially	ADV
spir-8730	33	28	have	have	VERB
spir-8730	33	29	a	a	DET
spir-8730	33	30	stronger	strong	ADJ
spir-8730	33	31	shaping	shaping	NOUN
spir-8730	33	32	influence	influence	NOUN
spir-8730	33	33	as	as	SCONJ
spir-8730	33	34	it	it	PRON
spir-8730	33	35	is	be	AUX
spir-8730	33	36	more	more	ADV
spir-8730	33	37	immediately	immediately	ADV
spir-8730	33	38	digestible	digestible	ADJ
spir-8730	33	39	.	.	PUNCT
spir-8730	34	1	while	while	SCONJ
spir-8730	34	2	this	this	DET
spir-8730	34	3	language	language	NOUN
spir-8730	34	4	can	can	AUX
spir-8730	34	5	take	take	VERB
spir-8730	34	6	on	on	ADP
spir-8730	34	7	easily	easily	ADV
spir-8730	34	8	identifiable	identifiable	ADJ
spir-8730	34	9	forms	form	NOUN
spir-8730	34	10	such	such	ADJ
spir-8730	34	11	as	as	ADP
spir-8730	34	12	instructive	instructive	ADJ
spir-8730	34	13	messaging	messaging	NOUN
spir-8730	34	14	to	to	ADP
spir-8730	34	15	users	user	NOUN
spir-8730	34	16	on	on	ADP
spir-8730	34	17	websites	website	NOUN
spir-8730	34	18	or	or	CCONJ
spir-8730	34	19	tutorials	tutorial	NOUN
spir-8730	34	20	for	for	ADP
spir-8730	34	21	new	new	ADJ
spir-8730	34	22	users	user	NOUN
spir-8730	34	23	,	,	PUNCT
spir-8730	34	24	it	it	PRON
spir-8730	34	25	can	can	AUX
spir-8730	34	26	also	also	ADV
spir-8730	34	27	take	take	VERB
spir-8730	34	28	on	on	ADP
spir-8730	34	29	forms	form	NOUN
spir-8730	34	30	such	such	ADJ
spir-8730	34	31	as	as	ADP
spir-8730	34	32	media	medium	NOUN
spir-8730	34	33	interviews	interview	NOUN
spir-8730	34	34	with	with	ADP
spir-8730	34	35	organizational	organizational	ADJ
spir-8730	34	36	founders	founder	NOUN
spir-8730	34	37	and	and	CCONJ
spir-8730	34	38	leaders	leader	NOUN
spir-8730	34	39	,	,	PUNCT
spir-8730	34	40	keynotes	keynote	NOUN
spir-8730	34	41	by	by	ADP
spir-8730	34	42	notable	notable	ADJ
spir-8730	34	43	employees	employee	NOUN
spir-8730	34	44	at	at	ADP
spir-8730	34	45	highly	highly	ADV
spir-8730	34	46	visible	visible	ADJ
spir-8730	34	47	conferences	conference	NOUN
spir-8730	34	48	,	,	PUNCT
spir-8730	34	49	commercials	commercial	NOUN
spir-8730	34	50	,	,	PUNCT
spir-8730	34	51	and	and	CCONJ
spir-8730	34	52	op	op	NOUN
spir-8730	34	53	-	-	PUNCT
spir-8730	34	54	eds	ed	NOUN
spir-8730	34	55	in	in	ADP
spir-8730	34	56	the	the	DET
spir-8730	34	57	press	press	NOUN
spir-8730	34	58	.	.	PUNCT
spir-8730	35	1	tracing	trace	VERB
spir-8730	35	2	these	these	DET
spir-8730	35	3	multiple	multiple	ADJ
spir-8730	35	4	kinds	kind	NOUN
spir-8730	35	5	of	of	ADP
spir-8730	35	6	expression	expression	NOUN
spir-8730	35	7	can	can	AUX
spir-8730	35	8	help	help	VERB
spir-8730	35	9	uncover	uncover	VERB
spir-8730	35	10	how	how	SCONJ
spir-8730	35	11	organizational	organizational	ADJ
spir-8730	35	12	rhetoric	rhetoric	NOUN
spir-8730	35	13	and	and	CCONJ
spir-8730	35	14	discourse	discourse	NOUN
spir-8730	35	15	operates	operate	VERB
spir-8730	35	16	through	through	ADP
spir-8730	35	17	multiple	multiple	ADJ
spir-8730	35	18	communication	communication	NOUN
spir-8730	35	19	genres	genre	NOUN
spir-8730	35	20	,	,	PUNCT
spir-8730	35	21	influencing	influence	VERB
spir-8730	35	22	the	the	DET
spir-8730	35	23	mental	mental	ADJ
spir-8730	35	24	models	model	NOUN
spir-8730	35	25	and	and	CCONJ
spir-8730	35	26	expectations	expectation	NOUN
spir-8730	35	27	of	of	ADP
spir-8730	35	28	current	current	ADJ
spir-8730	35	29	users	user	NOUN
spir-8730	35	30	and	and	CCONJ
spir-8730	35	31	the	the	DET
spir-8730	35	32	audience	audience	NOUN
spir-8730	35	33	who	who	PRON
spir-8730	35	34	has	have	AUX
spir-8730	35	35	not	not	PART
spir-8730	35	36	yet	yet	ADV
spir-8730	35	37	made	make	VERB
spir-8730	35	38	the	the	DET
spir-8730	35	39	decision	decision	NOUN
spir-8730	35	40	to	to	PART
spir-8730	35	41	adopt	adopt	VERB
spir-8730	35	42	a	a	DET
spir-8730	35	43	given	give	VERB
spir-8730	35	44	technology	technology	NOUN
spir-8730	35	45	.	.	PUNCT
spir-8730	36	1	in	in	ADP
spir-8730	36	2	looking	look	VERB
spir-8730	36	3	across	across	ADP
spir-8730	36	4	these	these	DET
spir-8730	36	5	forms	form	NOUN
spir-8730	36	6	,	,	PUNCT
spir-8730	36	7	researchers	researcher	NOUN
spir-8730	36	8	can	can	AUX
spir-8730	36	9	probe	probe	VERB
spir-8730	36	10	how	how	SCONJ
spir-8730	36	11	perceptions	perception	NOUN
spir-8730	36	12	of	of	ADP
spir-8730	36	13	information	information	NOUN
spir-8730	36	14	flows	flow	NOUN
spir-8730	36	15	are	be	AUX
spir-8730	36	16	shaped	shape	VERB
spir-8730	36	17	inside	inside	ADP
spir-8730	36	18	and	and	CCONJ
spir-8730	36	19	outside	outside	ADP
spir-8730	36	20	of	of	ADP
spir-8730	36	21	the	the	DET
spir-8730	36	22	.com	.com	PROPN
spir-8730	36	23	.	.	PUNCT
spir-8730	37	1	third	third	ADJ
spir-8730	37	2	,	,	PUNCT
spir-8730	37	3	researchers	researcher	NOUN
spir-8730	37	4	interested	interested	ADJ
spir-8730	37	5	in	in	ADP
spir-8730	37	6	users	user	NOUN
spir-8730	37	7	’	'	PUNCT
spir-8730	37	8	beliefs	belief	NOUN
spir-8730	37	9	about	about	ADP
spir-8730	37	10	social	social	ADJ
spir-8730	37	11	media	medium	NOUN
spir-8730	37	12	must	must	AUX
spir-8730	37	13	give	give	VERB
spir-8730	37	14	careful	careful	ADJ
spir-8730	37	15	attention	attention	NOUN
spir-8730	37	16	to	to	ADP
spir-8730	37	17	how	how	SCONJ
spir-8730	37	18	they	they	PRON
spir-8730	37	19	assess	assess	VERB
spir-8730	37	20	user	user	NOUN
spir-8730	37	21	knowledge	knowledge	NOUN
spir-8730	37	22	of	of	ADP
spir-8730	37	23	information	information	NOUN
spir-8730	37	24	flows	flow	VERB
spir-8730	37	25	.	.	PUNCT
spir-8730	38	1	while	while	SCONJ
spir-8730	38	2	scholars	scholar	NOUN
spir-8730	38	3	such	such	ADJ
spir-8730	38	4	as	as	ADP
spir-8730	38	5	fuchs	fuchs	PROPN
spir-8730	38	6	(	(	PUNCT
spir-8730	38	7	2009	2009	NUM
spir-8730	38	8	)	)	PUNCT
spir-8730	38	9	have	have	AUX
spir-8730	38	10	deployed	deploy	VERB
spir-8730	38	11	surveys	survey	NOUN
spir-8730	38	12	that	that	PRON
spir-8730	38	13	ask	ask	VERB
spir-8730	38	14	respondents	respondent	NOUN
spir-8730	38	15	to	to	PART
spir-8730	38	16	identify	identify	VERB
spir-8730	38	17	whether	whether	SCONJ
spir-8730	38	18	particular	particular	ADJ
spir-8730	38	19	statements	statement	NOUN
spir-8730	38	20	about	about	ADP
spir-8730	38	21	surveillance	surveillance	NOUN
spir-8730	38	22	practices	practice	NOUN
spir-8730	38	23	on	on	ADP
spir-8730	38	24	social	social	ADJ
spir-8730	38	25	media	medium	NOUN
spir-8730	38	26	site	site	NOUN
spir-8730	38	27	are	be	AUX
spir-8730	38	28	correct	correct	ADJ
spir-8730	38	29	or	or	CCONJ
spir-8730	38	30	incorrect	incorrect	ADJ
spir-8730	38	31	,	,	PUNCT
spir-8730	38	32	some	some	DET
spir-8730	38	33	nuance	nuance	NOUN
spir-8730	38	34	is	be	AUX
spir-8730	38	35	lost	lose	VERB
spir-8730	38	36	when	when	SCONJ
spir-8730	38	37	respondents	respondent	NOUN
spir-8730	38	38	are	be	AUX
spir-8730	38	39	left	leave	VERB
spir-8730	38	40	to	to	PART
spir-8730	38	41	make	make	VERB
spir-8730	38	42	guesses	guess	NOUN
spir-8730	38	43	when	when	SCONJ
spir-8730	38	44	they	they	PRON
spir-8730	38	45	are	be	AUX
spir-8730	38	46	uncertain	uncertain	ADJ
spir-8730	38	47	.	.	PUNCT
spir-8730	39	1	instead	instead	ADV
spir-8730	39	2	,	,	PUNCT
spir-8730	39	3	i	i	PRON
spir-8730	39	4	suggest	suggest	VERB
spir-8730	39	5	that	that	SCONJ
spir-8730	39	6	uncertainty	uncertainty	NOUN
spir-8730	39	7	and	and	CCONJ
spir-8730	39	8	ambiguity	ambiguity	NOUN
spir-8730	39	9	in	in	ADP
spir-8730	39	10	user	user	NOUN
spir-8730	39	11	knowledge	knowledge	NOUN
spir-8730	39	12	is	be	AUX
spir-8730	39	13	a	a	DET
spir-8730	39	14	valuable	valuable	ADJ
spir-8730	39	15	area	area	NOUN
spir-8730	39	16	to	to	PART
spir-8730	39	17	probe	probe	VERB
spir-8730	39	18	when	when	SCONJ
spir-8730	39	19	it	it	PRON
spir-8730	39	20	comes	come	VERB
spir-8730	39	21	to	to	ADP
spir-8730	39	22	understandings	understanding	NOUN
spir-8730	39	23	of	of	ADP
spir-8730	39	24	social	social	ADJ
spir-8730	39	25	media	medium	NOUN
spir-8730	39	26	,	,	PUNCT
spir-8730	39	27	particularly	particularly	ADV
spir-8730	39	28	in	in	ADP
spir-8730	39	29	light	light	NOUN
spir-8730	39	30	of	of	ADP
spir-8730	39	31	the	the	DET
spir-8730	39	32	fact	fact	NOUN
spir-8730	39	33	that	that	SCONJ
spir-8730	39	34	many	many	ADJ
spir-8730	39	35	of	of	ADP
spir-8730	39	36	the	the	DET
spir-8730	39	37	components	component	NOUN
spir-8730	39	38	that	that	PRON
spir-8730	39	39	constitute	constitute	VERB
spir-8730	39	40	information	information	NOUN
spir-8730	39	41	flows	flow	NOUN
spir-8730	39	42	on	on	ADP
spir-8730	39	43	social	social	ADJ
spir-8730	39	44	media	medium	NOUN
spir-8730	39	45	are	be	AUX
spir-8730	39	46	less	less	ADJ
spir-8730	39	47	than	than	ADP
spir-8730	39	48	transparent	transparent	ADJ
spir-8730	39	49	.	.	PUNCT
spir-8730	40	1	tracing	trace	VERB
spir-8730	40	2	the	the	DET
spir-8730	40	3	relationship	relationship	NOUN
spir-8730	40	4	and	and	CCONJ
spir-8730	40	5	overlap	overlap	NOUN
spir-8730	40	6	between	between	ADP
spir-8730	40	7	ambiguity	ambiguity	NOUN
spir-8730	40	8	or	or	CCONJ
spir-8730	40	9	uncertainty	uncertainty	NOUN
spir-8730	40	10	in	in	ADP
spir-8730	40	11	knowledge	knowledge	NOUN
spir-8730	40	12	,	,	PUNCT
spir-8730	40	13	“	"	PUNCT
spir-8730	40	14	murkiness	murkiness	NOUN
spir-8730	40	15	”	"	PUNCT
spir-8730	40	16	in	in	ADP
spir-8730	40	17	the	the	DET
spir-8730	40	18	technical	technical	ADJ
spir-8730	40	19	transparency	transparency	NOUN
spir-8730	40	20	of	of	ADP
spir-8730	40	21	information	information	NOUN
spir-8730	40	22	flow	flow	NOUN
spir-8730	40	23	,	,	PUNCT
spir-8730	40	24	and	and	CCONJ
spir-8730	40	25	absence	absence	NOUN
spir-8730	40	26	in	in	ADP
spir-8730	40	27	organizational	organizational	ADJ
spir-8730	40	28	discourse	discourse	NOUN
spir-8730	40	29	can	can	AUX
spir-8730	40	30	provide	provide	VERB
spir-8730	40	31	a	a	DET
spir-8730	40	32	powerful	powerful	ADJ
spir-8730	40	33	means	mean	NOUN
spir-8730	40	34	for	for	ADP
spir-8730	40	35	exploring	explore	VERB
spir-8730	40	36	the	the	DET
spir-8730	40	37	constitution	constitution	NOUN
spir-8730	40	38	of	of	ADP
spir-8730	40	39	vague	vague	ADJ
spir-8730	40	40	understanding	understanding	NOUN
spir-8730	40	41	.	.	PUNCT
spir-8730	41	1	fourth	fourth	ADJ
spir-8730	41	2	and	and	CCONJ
spir-8730	41	3	finally	finally	ADV
spir-8730	41	4	,	,	PUNCT
spir-8730	41	5	one	one	NUM
spir-8730	41	6	of	of	ADP
spir-8730	41	7	the	the	DET
spir-8730	41	8	significant	significant	ADJ
spir-8730	41	9	challenges	challenge	NOUN
spir-8730	41	10	of	of	ADP
spir-8730	41	11	a	a	DET
spir-8730	41	12	mixed	mixed	ADJ
spir-8730	41	13	-	-	PUNCT
spir-8730	41	14	method	method	NOUN
spir-8730	41	15	approach	approach	NOUN
spir-8730	41	16	can	can	AUX
spir-8730	41	17	be	be	AUX
spir-8730	41	18	in	in	ADP
spir-8730	41	19	project	project	NOUN
spir-8730	41	20	timing	timing	NOUN
spir-8730	41	21	.	.	PUNCT
spir-8730	42	1	although	although	SCONJ
spir-8730	42	2	it	it	PRON
spir-8730	42	3	may	may	AUX
spir-8730	42	4	seem	seem	VERB
spir-8730	42	5	administrative	administrative	ADJ
spir-8730	42	6	to	to	PART
spir-8730	42	7	close	close	VERB
spir-8730	42	8	on	on	ADP
spir-8730	42	9	such	such	DET
spir-8730	42	10	a	a	DET
spir-8730	42	11	note	note	NOUN
spir-8730	42	12	,	,	PUNCT
spir-8730	42	13	one	one	NUM
spir-8730	42	14	of	of	ADP
spir-8730	42	15	the	the	DET
spir-8730	42	16	potential	potential	ADJ
spir-8730	42	17	challenges	challenge	NOUN
spir-8730	42	18	of	of	ADP
spir-8730	42	19	studying	study	VERB
spir-8730	42	20	social	social	ADJ
spir-8730	42	21	media	medium	NOUN
spir-8730	42	22	systems	system	NOUN
spir-8730	42	23	is	be	AUX
spir-8730	42	24	that	that	SCONJ
spir-8730	42	25	design	design	NOUN
spir-8730	42	26	elements	element	NOUN
spir-8730	42	27	,	,	PUNCT
spir-8730	42	28	protocols	protocol	NOUN
spir-8730	42	29	,	,	PUNCT
spir-8730	42	30	algorithms	algorithm	NOUN
spir-8730	42	31	,	,	PUNCT
spir-8730	42	32	data	datum	NOUN
spir-8730	42	33	structures	structure	NOUN
spir-8730	42	34	,	,	PUNCT
spir-8730	42	35	ownership	ownership	NOUN
spir-8730	42	36	,	,	PUNCT
spir-8730	42	37	etc	etc	X
spir-8730	42	38	.	.	X
spir-8730	42	39	can	can	AUX
spir-8730	42	40	change	change	VERB
spir-8730	42	41	quickly	quickly	ADV
spir-8730	42	42	.	.	PUNCT
spir-8730	43	1	as	as	ADP
spir-8730	43	2	a	a	DET
spir-8730	43	3	result	result	NOUN
spir-8730	43	4	,	,	PUNCT
spir-8730	43	5	a	a	DET
spir-8730	43	6	snapshot	snapshot	NOUN
spir-8730	43	7	of	of	ADP
spir-8730	43	8	the	the	DET
spir-8730	43	9	information	information	NOUN
spir-8730	43	10	flows	flow	VERB
spir-8730	43	11	of	of	ADP
spir-8730	43	12	a	a	DET
spir-8730	43	13	social	social	ADJ
spir-8730	43	14	media	media	NOUN
spir-8730	43	15	system	system	NOUN
spir-8730	43	16	may	may	AUX
spir-8730	43	17	be	be	AUX
spir-8730	43	18	valid	valid	ADJ
spir-8730	43	19	for	for	ADP
spir-8730	43	20	a	a	DET
spir-8730	43	21	particular	particular	ADJ
spir-8730	43	22	window	window	NOUN
spir-8730	43	23	of	of	ADP
spir-8730	43	24	time	time	NOUN
spir-8730	43	25	,	,	PUNCT
spir-8730	43	26	and	and	CCONJ
spir-8730	43	27	aligning	align	VERB
spir-8730	43	28	the	the	DET
spir-8730	43	29	“	"	PUNCT
spir-8730	43	30	windows	window	NOUN
spir-8730	43	31	”	"	PUNCT
spir-8730	43	32	associated	associate	VERB
spir-8730	43	33	with	with	ADP
spir-8730	43	34	a	a	DET
spir-8730	43	35	reading	reading	NOUN
spir-8730	43	36	of	of	ADP
spir-8730	43	37	information	information	NOUN
spir-8730	43	38	flows	flow	NOUN
spir-8730	43	39	,	,	PUNCT
spir-8730	43	40	discourse	discourse	NOUN
spir-8730	43	41	,	,	PUNCT
spir-8730	43	42	and	and	CCONJ
spir-8730	43	43	user	user	NOUN
spir-8730	43	44	-	-	PUNCT
spir-8730	43	45	knowledge	knowledge	NOUN
spir-8730	43	46	can	can	AUX
spir-8730	43	47	be	be	AUX
spir-8730	43	48	tricky	tricky	ADJ
spir-8730	43	49	.	.	PUNCT
spir-8730	44	1	one	one	NUM
spir-8730	44	2	way	way	NOUN
spir-8730	44	3	of	of	ADP
spir-8730	44	4	potentially	potentially	ADV
spir-8730	44	5	combating	combat	VERB
spir-8730	44	6	this	this	DET
spir-8730	44	7	issue	issue	NOUN
spir-8730	44	8	is	be	AUX
spir-8730	44	9	through	through	ADP
spir-8730	44	10	careful	careful	ADJ
spir-8730	44	11	project	project	NOUN
spir-8730	44	12	planning	planning	NOUN
spir-8730	44	13	,	,	PUNCT
spir-8730	44	14	collaboration	collaboration	NOUN
spir-8730	44	15	among	among	ADP
spir-8730	44	16	multiple	multiple	ADJ
spir-8730	44	17	researchers	researcher	NOUN
spir-8730	44	18	,	,	PUNCT
spir-8730	44	19	and	and	CCONJ
spir-8730	44	20	in	in	ADP
spir-8730	44	21	directly	directly	ADV
spir-8730	44	22	acknowledging	acknowledge	VERB
spir-8730	44	23	the	the	DET
spir-8730	44	24	temporally	temporally	ADV
spir-8730	44	25	bounded	bound	VERB
spir-8730	44	26	nature	nature	NOUN
spir-8730	44	27	of	of	ADP
spir-8730	44	28	the	the	DET
spir-8730	44	29	work	work	NOUN
spir-8730	44	30	.	.	PUNCT
spir-8730	45	1	conversely	conversely	ADV
spir-8730	45	2	,	,	PUNCT
spir-8730	45	3	one	one	NUM
spir-8730	45	4	benefit	benefit	NOUN
spir-8730	45	5	of	of	ADP
spir-8730	45	6	this	this	DET
spir-8730	45	7	kind	kind	NOUN
spir-8730	45	8	of	of	ADP
spir-8730	45	9	approach	approach	NOUN
spir-8730	45	10	is	be	AUX
spir-8730	45	11	that	that	SCONJ
spir-8730	45	12	it	it	PRON
spir-8730	45	13	does	do	AUX
spir-8730	45	14	offer	offer	VERB
spir-8730	45	15	the	the	DET
spir-8730	45	16	opportunity	opportunity	NOUN
spir-8730	45	17	for	for	ADP
spir-8730	45	18	more	more	ADV
spir-8730	45	19	longitudinally	longitudinally	ADV
spir-8730	45	20	oriented	orient	VERB
spir-8730	45	21	projects	project	NOUN
spir-8730	45	22	.	.	PUNCT
spir-8730	46	1	conclusion	conclusion	NOUN
spir-8730	46	2	while	while	SCONJ
spir-8730	46	3	all	all	PRON
spir-8730	46	4	of	of	ADP
spir-8730	46	5	these	these	DET
spir-8730	46	6	elements	element	NOUN
spir-8730	46	7	pose	pose	VERB
spir-8730	46	8	potential	potential	ADJ
spir-8730	46	9	challenges	challenge	NOUN
spir-8730	46	10	,	,	PUNCT
spir-8730	46	11	the	the	DET
spir-8730	46	12	reward	reward	NOUN
spir-8730	46	13	for	for	ADP
spir-8730	46	14	such	such	DET
spir-8730	46	15	an	an	DET
spir-8730	46	16	endeavor	endeavor	NOUN
spir-8730	46	17	is	be	AUX
spir-8730	46	18	a	a	DET
spir-8730	46	19	more	more	ADV
spir-8730	46	20	nuanced	nuanced	ADJ
spir-8730	46	21	picture	picture	NOUN
spir-8730	46	22	of	of	ADP
spir-8730	46	23	what	what	PRON
spir-8730	46	24	the	the	DET
spir-8730	46	25	understandings	understanding	NOUN
spir-8730	46	26	and	and	CCONJ
spir-8730	46	27	beliefs	belief	NOUN
spir-8730	46	28	about	about	ADP
spir-8730	46	29	these	these	DET
spir-8730	46	30	systems	system	NOUN
spir-8730	46	31	are	be	AUX
spir-8730	46	32	and	and	CCONJ
spir-8730	46	33	the	the	DET
spir-8730	46	34	factors	factor	NOUN
spir-8730	46	35	that	that	PRON
spir-8730	46	36	can	can	AUX
spir-8730	46	37	influence	influence	VERB
spir-8730	46	38	their	their	PRON
spir-8730	46	39	construction	construction	NOUN
spir-8730	46	40	.	.	PUNCT
spir-8730	47	1	such	such	DET
spir-8730	47	2	an	an	DET
spir-8730	47	3	articulation	articulation	NOUN
spir-8730	47	4	may	may	AUX
spir-8730	47	5	be	be	AUX
spir-8730	47	6	of	of	ADP
spir-8730	47	7	importance	importance	NOUN
spir-8730	47	8	for	for	ADP
spir-8730	47	9	social	social	ADJ
spir-8730	47	10	media	medium	NOUN
spir-8730	47	11	researchers	researcher	NOUN
spir-8730	47	12	seeking	seek	VERB
spir-8730	47	13	to	to	PART
spir-8730	47	14	understand	understand	VERB
spir-8730	47	15	how	how	SCONJ
spir-8730	47	16	behaviors	behavior	NOUN
spir-8730	47	17	and	and	CCONJ
spir-8730	47	18	expectations	expectation	NOUN
spir-8730	47	19	develop	develop	VERB
spir-8730	47	20	.	.	PUNCT
spir-8730	48	1	particularly	particularly	ADV
spir-8730	48	2	for	for	ADP
spir-8730	48	3	more	more	ADV
spir-8730	48	4	critically	critically	ADV
spir-8730	48	5	focused	focused	ADJ
spir-8730	48	6	work	work	NOUN
spir-8730	48	7	,	,	PUNCT
spir-8730	48	8	this	this	DET
spir-8730	48	9	kind	kind	NOUN
spir-8730	48	10	of	of	ADP
spir-8730	48	11	approach	approach	NOUN
spir-8730	48	12	can	can	AUX
spir-8730	48	13	be	be	AUX
spir-8730	48	14	complementary	complementary	ADJ
spir-8730	48	15	to	to	ADP
spir-8730	48	16	much	much	ADJ
spir-8730	48	17	existing	exist	VERB
spir-8730	48	18	work	work	NOUN
spir-8730	48	19	.	.	PUNCT
spir-8730	49	1	references	reference	NOUN
spir-8730	49	2	bazerman	bazerman	NOUN
spir-8730	49	3	,	,	PUNCT
spir-8730	49	4	c.	c.	PROPN
spir-8730	49	5	(	(	PUNCT
spir-8730	49	6	1998	1998	NUM
spir-8730	49	7	)	)	PUNCT
spir-8730	49	8	.	.	PUNCT
spir-8730	50	1	the	the	DET
spir-8730	50	2	production	production	NOUN
spir-8730	50	3	of	of	ADP
spir-8730	50	4	technology	technology	NOUN
spir-8730	50	5	and	and	CCONJ
spir-8730	50	6	the	the	DET
spir-8730	50	7	production	production	NOUN
spir-8730	50	8	of	of	ADP
spir-8730	50	9	human	human	ADJ
spir-8730	50	10	meaning	meaning	NOUN
spir-8730	50	11	.	.	PUNCT
spir-8730	51	1	journal	journal	NOUN
spir-8730	51	2	of	of	ADP
spir-8730	51	3	business	business	NOUN
spir-8730	51	4	and	and	CCONJ
spir-8730	51	5	technical	technical	ADJ
spir-8730	51	6	communication	communication	NOUN
spir-8730	51	7	,	,	PUNCT
spir-8730	51	8	12	12	NUM
spir-8730	51	9	,	,	PUNCT
spir-8730	51	10	381–387	381–387	NUM
spir-8730	51	11	.	.	PUNCT
spir-8730	52	1	chambers	chamber	NOUN
spir-8730	52	2	,	,	PUNCT
spir-8730	52	3	c.	c.	PROPN
spir-8730	52	4	(	(	PUNCT
spir-8730	52	5	2014	2014	NUM
spir-8730	52	6	)	)	PUNCT
spir-8730	52	7	.	.	PUNCT
spir-8730	53	1	facebook	facebook	PROPN
spir-8730	53	2	fiasco	fiasco	PROPN
spir-8730	53	3	:	:	PUNCT
spir-8730	53	4	was	be	AUX
spir-8730	53	5	cornell	cornell	PROPN
spir-8730	53	6	university	university	PROPN
spir-8730	53	7	’s	’s	PART
spir-8730	53	8	study	study	NOUN
spir-8730	53	9	of	of	ADP
spir-8730	53	10	“	"	PUNCT
spir-8730	53	11	emotional	emotional	ADJ
spir-8730	53	12	contagion	contagion	NOUN
spir-8730	53	13	”	"	PUNCT
spir-8730	53	14	a	a	DET
spir-8730	53	15	breach	breach	NOUN
spir-8730	53	16	of	of	ADP
spir-8730	53	17	ethics	ethic	NOUN
spir-8730	53	18	?	?	PUNCT
spir-8730	54	1	the	the	DET
spir-8730	54	2	guardian	guardian	PROPN
spir-8730	54	3	.	.	PUNCT
spir-8730	54	4	retrieved	retrieve	VERB
spir-8730	54	5	november	november	PROPN
spir-8730	54	6	13	13	NUM
spir-8730	54	7	,	,	PUNCT
spir-8730	54	8	2014	2014	NUM
spir-8730	54	9	,	,	PUNCT
spir-8730	54	10	from	from	ADP
spir-8730	54	11	http://www.theguardian.com/science/head-quarters/2014/jul/01/facebook-cornell-studyemotional-contagion-ethics-breach	http://www.theguardian.com/science/head-quarters/2014/jul/01/facebook-cornell-studyemotional-contagion-ethics-breach	PROPN
spir-8730	54	12	fuchs	fuchs	PROPN
spir-8730	54	13	,	,	PUNCT
spir-8730	54	14	c.	c.	PROPN
spir-8730	54	15	(	(	PUNCT
spir-8730	54	16	2009	2009	NUM
spir-8730	54	17	)	)	PUNCT
spir-8730	54	18	.	.	PUNCT
spir-8730	55	1	social	social	ADJ
spir-8730	55	2	networking	network	VERB
spir-8730	55	3	sites	site	NOUN
spir-8730	55	4	and	and	CCONJ
spir-8730	55	5	the	the	DET
spir-8730	55	6	surveillance	surveillance	NOUN
spir-8730	55	7	society	society	NOUN
spir-8730	55	8	:	:	PUNCT
spir-8730	55	9	a	a	DET
spir-8730	55	10	critical	critical	ADJ
spir-8730	55	11	case	case	NOUN
spir-8730	55	12	study	study	NOUN
spir-8730	55	13	of	of	ADP
spir-8730	55	14	the	the	DET
spir-8730	55	15	usage	usage	NOUN
spir-8730	55	16	of	of	ADP
spir-8730	55	17	studivz	studivz	NOUN
spir-8730	55	18	,	,	PUNCT
spir-8730	55	19	facebook	facebook	NOUN
spir-8730	55	20	,	,	PUNCT
spir-8730	55	21	and	and	CCONJ
spir-8730	55	22	myspace	myspace	NOUN
spir-8730	55	23	by	by	ADP
spir-8730	55	24	students	student	NOUN
spir-8730	55	25	in	in	ADP
spir-8730	55	26	salzburg	salzburg	PROPN
spir-8730	55	27	in	in	ADP
spir-8730	55	28	the	the	DET
spir-8730	55	29	context	context	NOUN
spir-8730	55	30	of	of	ADP
spir-8730	55	31	electronic	electronic	ADJ
spir-8730	55	32	surveillance	surveillance	NOUN
spir-8730	55	33	.	.	PUNCT
spir-8730	56	1	forschungsgruppe	forschungsgruppe	PROPN
spir-8730	56	2	.	.	PUNCT
spir-8730	57	1	johnson	johnson	PROPN
spir-8730	57	2	,	,	PUNCT
spir-8730	57	3	r.	r.	PROPN
spir-8730	57	4	b.	b.	PROPN
spir-8730	57	5	,	,	PUNCT
spir-8730	57	6	&	&	CCONJ
spir-8730	57	7	onwuegbuzie	onwuegbuzie	PROPN
spir-8730	57	8	,	,	PUNCT
spir-8730	57	9	a.	a.	PROPN
spir-8730	57	10	j.	j.	PROPN
spir-8730	57	11	(	(	PUNCT
spir-8730	57	12	2004	2004	NUM
spir-8730	57	13	)	)	PUNCT
spir-8730	57	14	.	.	PUNCT
spir-8730	58	1	mixed	mixed	ADJ
spir-8730	58	2	methods	method	NOUN
spir-8730	58	3	research	research	NOUN
spir-8730	58	4	:	:	PUNCT
spir-8730	58	5	a	a	DET
spir-8730	58	6	research	research	NOUN
spir-8730	58	7	paradigm	paradigm	NOUN
spir-8730	58	8	whose	whose	DET
spir-8730	58	9	time	time	NOUN
spir-8730	58	10	has	have	AUX
spir-8730	58	11	come	come	VERB
spir-8730	58	12	.	.	PUNCT
spir-8730	59	1	educational	educational	ADJ
spir-8730	59	2	researcher	researcher	NOUN
spir-8730	59	3	,	,	PUNCT
spir-8730	59	4	33(7	33(7	NUM
spir-8730	59	5	)	)	PUNCT
spir-8730	59	6	,	,	PUNCT
spir-8730	59	7	14–26	14–26	NUM
spir-8730	59	8	.	.	PUNCT
spir-8730	60	1	kramer	kramer	PROPN
spir-8730	60	2	,	,	PUNCT
spir-8730	60	3	a.	a.	PROPN
spir-8730	60	4	d.	d.	PROPN
spir-8730	60	5	i.	i.	PROPN
spir-8730	60	6	,	,	PUNCT
spir-8730	60	7	guillory	guillory	PROPN
spir-8730	60	8	,	,	PUNCT
spir-8730	60	9	j.	j.	PROPN
spir-8730	60	10	e.	e.	PROPN
spir-8730	60	11	,	,	PUNCT
spir-8730	60	12	&	&	CCONJ
spir-8730	60	13	hancock	hancock	PROPN
spir-8730	60	14	,	,	PUNCT
spir-8730	60	15	j.	j.	PROPN
spir-8730	60	16	t.	t.	PROPN
spir-8730	60	17	(	(	PUNCT
spir-8730	60	18	2014	2014	NUM
spir-8730	60	19	)	)	PUNCT
spir-8730	60	20	.	.	PUNCT
spir-8730	61	1	experimental	experimental	ADJ
spir-8730	61	2	evidence	evidence	NOUN
spir-8730	61	3	of	of	ADP
spir-8730	61	4	massive	massive	ADJ
spir-8730	61	5	-	-	PUNCT
spir-8730	61	6	scale	scale	NOUN
spir-8730	61	7	emotional	emotional	ADJ
spir-8730	61	8	contagion	contagion	NOUN
spir-8730	61	9	through	through	ADP
spir-8730	61	10	social	social	ADJ
spir-8730	61	11	networks	network	NOUN
spir-8730	61	12	.	.	PUNCT
spir-8730	62	1	proceedings	proceeding	NOUN
spir-8730	62	2	of	of	ADP
spir-8730	62	3	the	the	DET
spir-8730	62	4	national	national	PROPN
spir-8730	62	5	academy	academy	PROPN
spir-8730	62	6	of	of	ADP
spir-8730	62	7	sciences	sciences	PROPN
spir-8730	62	8	,	,	PUNCT
spir-8730	62	9	111(24	111(24	NUM
spir-8730	62	10	)	)	PUNCT
spir-8730	62	11	,	,	PUNCT
spir-8730	62	12	8788–8790	8788–8790	NUM
spir-8730	62	13	.	.	PUNCT
spir-8730	63	1	doi:10.1073	doi:10.1073	NOUN
spir-8730	63	2	/	/	SYM
spir-8730	63	3	pnas.1320040111	pnas.1320040111	PROPN
spir-8730	63	4	reidenberg	reidenberg	PROPN
spir-8730	63	5	,	,	PUNCT
spir-8730	63	6	j.	j.	PROPN
spir-8730	63	7	r.	r.	PROPN
spir-8730	63	8	,	,	PUNCT
spir-8730	63	9	breaux	breaux	PROPN
spir-8730	63	10	,	,	PUNCT
spir-8730	63	11	t.	t.	PROPN
spir-8730	63	12	,	,	PUNCT
spir-8730	63	13	cranor	cranor	PROPN
spir-8730	63	14	,	,	PUNCT
spir-8730	63	15	l.	l.	PROPN
spir-8730	63	16	f.	f.	PROPN
spir-8730	63	17	,	,	PUNCT
spir-8730	63	18	french	french	PROPN
spir-8730	63	19	,	,	PUNCT
spir-8730	63	20	b.	b.	PROPN
spir-8730	63	21	,	,	PUNCT
spir-8730	63	22	grannis	grannis	PROPN
spir-8730	63	23	,	,	PUNCT
spir-8730	63	24	a.	a.	PROPN
spir-8730	63	25	,	,	PUNCT
spir-8730	63	26	graves	grave	NOUN
spir-8730	63	27	,	,	PUNCT
spir-8730	63	28	j.	j.	PROPN
spir-8730	63	29	t.	t.	PROPN
spir-8730	63	30	,	,	PUNCT
spir-8730	63	31	schaub	schaub	PROPN
spir-8730	63	32	,	,	PUNCT
spir-8730	63	33	f.	f.	PROPN
spir-8730	63	34	(	(	PUNCT
spir-8730	63	35	2014	2014	NUM
spir-8730	63	36	)	)	PUNCT
spir-8730	63	37	.	.	PUNCT
spir-8730	64	1	disagreeable	disagreeable	ADJ
spir-8730	64	2	privacy	privacy	NOUN
spir-8730	64	3	policies	policy	NOUN
spir-8730	64	4	:	:	PUNCT
spir-8730	64	5	mismatches	mismatch	NOUN
spir-8730	64	6	between	between	ADP
spir-8730	64	7	meaning	meaning	NOUN
spir-8730	64	8	and	and	CCONJ
spir-8730	64	9	users	user	NOUN
spir-8730	64	10	’	’	PART
spir-8730	64	11	understanding	understanding	NOUN
spir-8730	64	12	(	(	PUNCT
spir-8730	64	13	ssrn	ssrn	PROPN
spir-8730	64	14	scholarly	scholarly	ADJ
spir-8730	64	15	paper	paper	NOUN
spir-8730	64	16	no	no	INTJ
spir-8730	64	17	.	.	PUNCT
spir-8730	65	1	i	i	PRON
spir-8730	65	2	d	d	PROPN
spir-8730	65	3	2418297	2418297	NUM
spir-8730	65	4	)	)	PUNCT
spir-8730	65	5	.	.	PUNCT
spir-8730	66	1	rochester	rochester	PROPN
spir-8730	66	2	,	,	PUNCT
spir-8730	66	3	ny	ny	PROPN
spir-8730	66	4	:	:	PUNCT
spir-8730	66	5	social	social	ADJ
spir-8730	66	6	science	science	NOUN
spir-8730	66	7	research	research	NOUN
spir-8730	66	8	network	network	NOUN
spir-8730	66	9	.	.	PUNCT
spir-8730	67	1	retrieved	retrieve	VERB
spir-8730	67	2	from	from	ADP
spir-8730	67	3	http://papers.ssrn.com/abstract=2418297	http://papers.ssrn.com/abstract=2418297	PROPN
spir-8730	67	4	van	van	PROPN
spir-8730	67	5	dijck	dijck	NOUN
spir-8730	67	6	,	,	PUNCT
spir-8730	67	7	j.	j.	PROPN
spir-8730	67	8	(	(	PUNCT
spir-8730	67	9	2013	2013	NUM
spir-8730	67	10	)	)	PUNCT
spir-8730	67	11	.	.	PUNCT
spir-8730	68	1	the	the	DET
spir-8730	68	2	culture	culture	NOUN
spir-8730	68	3	of	of	ADP
spir-8730	68	4	connectivity	connectivity	NOUN
spir-8730	68	5	:	:	PUNCT
spir-8730	68	6	a	a	DET
spir-8730	68	7	critical	critical	ADJ
spir-8730	68	8	history	history	NOUN
spir-8730	68	9	of	of	ADP
spir-8730	68	10	social	social	ADJ
spir-8730	68	11	media	medium	NOUN
spir-8730	68	12	.	.	PUNCT
spir-8730	69	1	oxford	oxford	PROPN
spir-8730	69	2	,	,	PUNCT
spir-8730	69	3	england	england	PROPN
spir-8730	69	4	:	:	PUNCT
spir-8730	69	5	oxford	oxford	PROPN
spir-8730	69	6	univ	univ	PROPN
spir-8730	69	7	.	.	PUNCT
spir-8730	70	1	press	press	PROPN
spir-8730	70	2	.	.	PUNCT