id	sid	tid	token	lemma	pos
spir-8789	1	1	microsoft	microsoft	PROPN
spir-8789	1	2	word	word	PROPN
spir-8789	1	3	790-538-1-pb.doc	790-538-1-pb.doc	NUM
spir-8789	1	4	selected	select	VERB
spir-8789	1	5	papers	paper	NOUN
spir-8789	1	6	of	of	ADP
spir-8789	1	7	internet	internet	NOUN
spir-8789	1	8	research	research	NOUN
spir-8789	1	9	14.0	14.0	NUM
spir-8789	1	10	,	,	PUNCT
spir-8789	1	11	2013	2013	NUM
spir-8789	1	12	:	:	PUNCT
spir-8789	1	13	denver	denver	PROPN
spir-8789	1	14	,	,	PUNCT
spir-8789	1	15	usa	usa	PROPN
spir-8789	1	16	1	1	NUM
spir-8789	1	17	playing	play	VERB
spir-8789	1	18	‘	'	PUNCT
spir-8789	1	19	for	for	ADP
spir-8789	1	20	real	real	ADJ
spir-8789	1	21	’	'	PUNCT
spir-8789	1	22	:	:	PUNCT
spir-8789	1	23	a	a	DET
spir-8789	1	24	lab	lab	NOUN
spir-8789	1	25	-	-	PUNCT
spir-8789	1	26	based	base	VERB
spir-8789	1	27	study	study	NOUN
spir-8789	1	28	of	of	ADP
spir-8789	1	29	mmogs	mmogs	PROPN
spir-8789	1	30	jennifer	jennifer	PROPN
spir-8789	1	31	jenson	jenson	PROPN
spir-8789	1	32	york	york	PROPN
spir-8789	1	33	university	university	PROPN
spir-8789	1	34	canada	canada	PROPN
spir-8789	1	35	jjenson@edu.yorku.ca	jjenson@edu.yorku.ca	PROPN
spir-8789	1	36	kelly	kelly	PROPN
spir-8789	1	37	bergstrom	bergstrom	PROPN
spir-8789	1	38	york	york	PROPN
spir-8789	1	39	university	university	PROPN
spir-8789	1	40	canada	canada	PROPN
spir-8789	2	1	kellybergstrom@gmail.com	kellybergstrom@gmail.com	PROPN
spir-8789	3	1	suzanne	suzanne	PROPN
spir-8789	3	2	de	de	PROPN
spir-8789	3	3	castell	castell	PROPN
spir-8789	3	4	university	university	PROPN
spir-8789	3	5	of	of	ADP
spir-8789	3	6	ontario	ontario	PROPN
spir-8789	3	7	institute	institute	PROPN
spir-8789	3	8	of	of	ADP
spir-8789	3	9	technology	technology	PROPN
spir-8789	3	10	canada	canada	PROPN
spir-8789	3	11	suzanne.decastell@uoit.ca	suzanne.decastell@uoit.ca	ADV
spir-8789	3	12	abstract	abstract	ADV
spir-8789	3	13	in	in	ADP
spir-8789	3	14	this	this	DET
spir-8789	3	15	paper	paper	NOUN
spir-8789	3	16	we	we	PRON
spir-8789	3	17	report	report	VERB
spir-8789	3	18	on	on	ADP
spir-8789	3	19	a	a	DET
spir-8789	3	20	3	3	NUM
spir-8789	3	21	-	-	PUNCT
spir-8789	3	22	year	year	NOUN
spir-8789	3	23	,	,	PUNCT
spir-8789	3	24	mixed	mixed	ADJ
spir-8789	3	25	-	-	PUNCT
spir-8789	3	26	methods	method	NOUN
spir-8789	3	27	study	study	NOUN
spir-8789	3	28	of	of	ADP
spir-8789	3	29	massively	massively	ADV
spir-8789	3	30	multiplayer	multiplayer	NOUN
spir-8789	3	31	online	online	PROPN
spir-8789	3	32	games	games	PROPN
spir-8789	3	33	,	,	PUNCT
spir-8789	3	34	focusing	focus	VERB
spir-8789	3	35	on	on	ADP
spir-8789	3	36	the	the	DET
spir-8789	3	37	ways	way	NOUN
spir-8789	3	38	in	in	ADP
spir-8789	3	39	our	our	PRON
spir-8789	3	40	lab	lab	NOUN
spir-8789	3	41	-	-	PUNCT
spir-8789	3	42	based	base	VERB
spir-8789	3	43	studies	study	NOUN
spir-8789	3	44	were	be	AUX
spir-8789	3	45	indeed	indeed	ADV
spir-8789	3	46	sites	site	NOUN
spir-8789	3	47	of	of	ADP
spir-8789	3	48	‘	'	PUNCT
spir-8789	3	49	real	real	ADJ
spir-8789	3	50	’	'	PUNCT
spir-8789	3	51	play	play	NOUN
spir-8789	3	52	,	,	PUNCT
spir-8789	3	53	notwithstanding	notwithstanding	ADP
spir-8789	3	54	their	their	PRON
spir-8789	3	55	limited	limited	ADJ
spir-8789	3	56	ecological	ecological	ADJ
spir-8789	3	57	validity	validity	NOUN
spir-8789	3	58	(	(	PUNCT
spir-8789	3	59	williams	williams	PROPN
spir-8789	3	60	,	,	PUNCT
spir-8789	3	61	2010	2010	NUM
spir-8789	3	62	)	)	PUNCT
spir-8789	3	63	.	.	PUNCT
spir-8789	4	1	we	we	PRON
spir-8789	4	2	document	document	VERB
spir-8789	4	3	the	the	DET
spir-8789	4	4	ways	way	NOUN
spir-8789	4	5	in	in	ADP
spir-8789	4	6	which	which	PRON
spir-8789	4	7	we	we	PRON
spir-8789	4	8	observed	observe	VERB
spir-8789	4	9	players	player	NOUN
spir-8789	4	10	’	'	PUNCT
spir-8789	4	11	real	real	ADJ
spir-8789	4	12	commitment	commitment	NOUN
spir-8789	4	13	to	to	ADP
spir-8789	4	14	a	a	DET
spir-8789	4	15	play	play	NOUN
spir-8789	4	16	session	session	NOUN
spir-8789	4	17	that	that	PRON
spir-8789	4	18	had	have	VERB
spir-8789	4	19	few	few	ADJ
spir-8789	4	20	or	or	CCONJ
spir-8789	4	21	no	no	PRON
spir-8789	4	22	opportunities	opportunity	NOUN
spir-8789	4	23	for	for	ADP
spir-8789	4	24	follow	follow	VERB
spir-8789	4	25	up	up	ADP
spir-8789	4	26	–	–	PUNCT
spir-8789	4	27	investing	invest	VERB
spir-8789	4	28	considerable	considerable	ADJ
spir-8789	4	29	time	time	NOUN
spir-8789	4	30	and	and	CCONJ
spir-8789	4	31	attention	attention	NOUN
spir-8789	4	32	to	to	ADP
spir-8789	4	33	,	,	PUNCT
spir-8789	4	34	for	for	ADP
spir-8789	4	35	example	example	NOUN
spir-8789	4	36	,	,	PUNCT
spir-8789	4	37	naming	name	VERB
spir-8789	4	38	and	and	CCONJ
spir-8789	4	39	customizing	customize	VERB
spir-8789	4	40	their	their	PRON
spir-8789	4	41	avatars	avatar	NOUN
spir-8789	4	42	,	,	PUNCT
spir-8789	4	43	and	and	CCONJ
spir-8789	4	44	selectively	selectively	ADV
spir-8789	4	45	equipping	equip	VERB
spir-8789	4	46	them	they	PRON
spir-8789	4	47	.	.	PUNCT
spir-8789	5	1	we	we	PRON
spir-8789	5	2	illustrate	illustrate	VERB
spir-8789	5	3	here	here	ADV
spir-8789	5	4	some	some	PRON
spir-8789	5	5	of	of	ADP
spir-8789	5	6	the	the	DET
spir-8789	5	7	insights	insight	NOUN
spir-8789	5	8	available	available	ADJ
spir-8789	5	9	through	through	ADP
spir-8789	5	10	lab	lab	NOUN
spir-8789	5	11	-	-	PUNCT
spir-8789	5	12	based	base	VERB
spir-8789	5	13	play	play	NOUN
spir-8789	5	14	that	that	PRON
spir-8789	5	15	can	can	AUX
spir-8789	5	16	not	not	PART
spir-8789	5	17	be	be	AUX
spir-8789	5	18	captured	capture	VERB
spir-8789	5	19	otherwise	otherwise	ADV
spir-8789	5	20	.	.	PUNCT
spir-8789	6	1	we	we	PRON
spir-8789	6	2	also	also	ADV
spir-8789	6	3	draw	draw	VERB
spir-8789	6	4	attention	attention	NOUN
spir-8789	6	5	to	to	ADP
spir-8789	6	6	the	the	DET
spir-8789	6	7	ways	way	NOUN
spir-8789	6	8	in	in	ADP
spir-8789	6	9	which	which	PRON
spir-8789	6	10	relying	rely	VERB
spir-8789	6	11	on	on	ADP
spir-8789	6	12	only	only	ADV
spir-8789	6	13	one	one	NUM
spir-8789	6	14	type	type	NOUN
spir-8789	6	15	of	of	ADP
spir-8789	6	16	data	datum	NOUN
spir-8789	6	17	can	can	AUX
spir-8789	6	18	create	create	VERB
spir-8789	6	19	a	a	DET
spir-8789	6	20	false	false	ADJ
spir-8789	6	21	and/or	and/or	CCONJ
spir-8789	6	22	incomplete	incomplete	ADJ
spir-8789	6	23	picture	picture	NOUN
spir-8789	6	24	of	of	ADP
spir-8789	6	25	a	a	DET
spir-8789	6	26	participant	participant	NOUN
spir-8789	6	27	’s	’s	PART
spir-8789	6	28	level	level	NOUN
spir-8789	6	29	of	of	ADP
spir-8789	6	30	engagement	engagement	NOUN
spir-8789	6	31	with	with	ADP
spir-8789	6	32	the	the	DET
spir-8789	6	33	game	game	NOUN
spir-8789	6	34	.	.	PUNCT
spir-8789	7	1	this	this	DET
spir-8789	7	2	research	research	NOUN
spir-8789	7	3	suggests	suggest	VERB
spir-8789	7	4	that	that	SCONJ
spir-8789	7	5	labs	lab	NOUN
spir-8789	7	6	might	might	AUX
spir-8789	7	7	well	well	ADV
spir-8789	7	8	be	be	AUX
spir-8789	7	9	a	a	DET
spir-8789	7	10	site	site	NOUN
spir-8789	7	11	where	where	SCONJ
spir-8789	7	12	‘	'	PUNCT
spir-8789	7	13	authentic	authentic	ADJ
spir-8789	7	14	’	'	PUNCT
spir-8789	7	15	play	play	NOUN
spir-8789	7	16	is	be	AUX
spir-8789	7	17	indeed	indeed	ADV
spir-8789	7	18	possible	possible	ADJ
spir-8789	7	19	,	,	PUNCT
spir-8789	7	20	and	and	CCONJ
spir-8789	7	21	can	can	AUX
spir-8789	7	22	therefore	therefore	ADV
spir-8789	7	23	offer	offer	VERB
spir-8789	7	24	rich	rich	ADJ
spir-8789	7	25	potential	potential	NOUN
spir-8789	7	26	for	for	ADP
spir-8789	7	27	mmog	mmog	NOUN
spir-8789	7	28	research	research	NOUN
spir-8789	7	29	as	as	SCONJ
spir-8789	7	30	they	they	PRON
spir-8789	7	31	can	can	AUX
spir-8789	7	32	give	give	VERB
spir-8789	7	33	significantly	significantly	ADV
spir-8789	7	34	greater	great	ADJ
spir-8789	7	35	context	context	NOUN
spir-8789	7	36	than	than	SCONJ
spir-8789	7	37	is	be	AUX
spir-8789	7	38	possible	possible	ADJ
spir-8789	7	39	from	from	ADP
spir-8789	7	40	data	datum	NOUN
spir-8789	7	41	that	that	PRON
spir-8789	7	42	is	be	AUX
spir-8789	7	43	generated	generate	VERB
spir-8789	7	44	by	by	ADP
spir-8789	7	45	game	game	NOUN
spir-8789	7	46	servers	server	NOUN
spir-8789	7	47	.	.	PUNCT
spir-8789	8	1	keywords	keyword	NOUN
spir-8789	8	2	mmogs	mmog	NOUN
spir-8789	8	3	,	,	PUNCT
spir-8789	8	4	mixed	mixed	ADJ
spir-8789	8	5	methods	method	NOUN
spir-8789	8	6	research	research	NOUN
spir-8789	8	7	,	,	PUNCT
spir-8789	8	8	actor	actor	NOUN
spir-8789	8	9	network	network	NOUN
spir-8789	8	10	theory	theory	NOUN
spir-8789	8	11	description	description	NOUN
spir-8789	8	12	of	of	ADP
spir-8789	8	13	research	research	NOUN
spir-8789	8	14	this	this	DET
spir-8789	8	15	study	study	NOUN
spir-8789	8	16	began	begin	VERB
spir-8789	8	17	with	with	ADP
spir-8789	8	18	a	a	DET
spir-8789	8	19	reasonably	reasonably	ADV
spir-8789	8	20	clear	clear	ADJ
spir-8789	8	21	,	,	PUNCT
spir-8789	8	22	passably	passably	ADV
spir-8789	8	23	intelligible	intelligible	ADJ
spir-8789	8	24	question	question	NOUN
spir-8789	8	25	:	:	PUNCT
spir-8789	8	26	what	what	PRON
spir-8789	8	27	can	can	AUX
spir-8789	8	28	an	an	DET
spir-8789	8	29	examination	examination	NOUN
spir-8789	8	30	of	of	ADP
spir-8789	8	31	virtual	virtual	ADJ
spir-8789	8	32	world	world	NOUN
spir-8789	8	33	(	(	PUNCT
spir-8789	8	34	vw	vw	NOUN
spir-8789	8	35	)	)	PUNCT
spir-8789	8	36	avatars	avatar	NOUN
spir-8789	8	37	and	and	CCONJ
spir-8789	8	38	activities	activity	NOUN
spir-8789	8	39	tell	tell	VERB
spir-8789	8	40	us	we	PRON
spir-8789	8	41	about	about	ADP
spir-8789	8	42	their	their	PRON
spir-8789	8	43	‘	'	PUNCT
spir-8789	8	44	real	real	ADJ
spir-8789	8	45	world	world	NOUN
spir-8789	8	46	’	'	PUNCT
spir-8789	8	47	counterparts	counterpart	NOUN
spir-8789	8	48	’	'	PUNCT
spir-8789	8	49	identities	identity	NOUN
spir-8789	8	50	and	and	CCONJ
spir-8789	8	51	behaviours	behaviour	NOUN
spir-8789	8	52	?	?	PUNCT
spir-8789	9	1	a	a	DET
spir-8789	9	2	three	three	NUM
spir-8789	9	3	year	year	NOUN
spir-8789	9	4	study	study	NOUN
spir-8789	9	5	,	,	PUNCT
spir-8789	9	6	the	the	DET
spir-8789	9	7	work	work	NOUN
spir-8789	9	8	involved	involve	VERB
spir-8789	9	9	a	a	DET
spir-8789	9	10	multi	multi	ADJ
spir-8789	9	11	-	-	ADJ
spir-8789	9	12	disciplinary	disciplinary	ADJ
spir-8789	9	13	team	team	NOUN
spir-8789	9	14	that	that	PRON
spir-8789	9	15	examined	examine	VERB
spir-8789	9	16	and	and	CCONJ
spir-8789	9	17	analyzed	analyze	VERB
spir-8789	9	18	phenomena	phenomenon	NOUN
spir-8789	9	19	in	in	ADP
spir-8789	9	20	massively	massively	ADV
spir-8789	9	21	multiplayer	multiplayer	NOUN
spir-8789	9	22	online	online	PROPN
spir-8789	9	23	games	game	NOUN
spir-8789	9	24	(	(	PUNCT
spir-8789	9	25	mmogs	mmog	NOUN
spir-8789	9	26	)	)	PUNCT
spir-8789	9	27	such	such	ADJ
spir-8789	9	28	as	as	ADP
spir-8789	9	29	leaders	leader	NOUN
spir-8789	9	30	and	and	CCONJ
spir-8789	9	31	leadership	leadership	NOUN
spir-8789	9	32	(	(	PUNCT
spir-8789	9	33	harvey	harvey	PROPN
spir-8789	9	34	&	&	CCONJ
spir-8789	9	35	ferguson	ferguson	PROPN
spir-8789	9	36	,	,	PUNCT
spir-8789	9	37	2012	2012	NUM
spir-8789	9	38	)	)	PUNCT
spir-8789	9	39	,	,	PUNCT
spir-8789	9	40	sex	sex	NOUN
spir-8789	9	41	and	and	CCONJ
spir-8789	9	42	gender	gender	NOUN
spir-8789	9	43	(	(	PUNCT
spir-8789	9	44	bergstrom	bergstrom	PROPN
spir-8789	9	45	,	,	PUNCT
spir-8789	9	46	jenson	jenson	PROPN
spir-8789	9	47	,	,	PUNCT
spir-8789	9	48	&	&	CCONJ
spir-8789	9	49	de	de	PROPN
spir-8789	9	50	castell	castell	PROPN
spir-8789	9	51	,	,	PUNCT
spir-8789	9	52	2012	2012	NUM
spir-8789	9	53	)	)	PUNCT
spir-8789	9	54	,	,	PUNCT
spir-8789	9	55	the	the	DET
spir-8789	9	56	interpersonal	interpersonal	ADJ
spir-8789	9	57	dynamics	dynamic	NOUN
spir-8789	9	58	of	of	ADP
spir-8789	9	59	players	player	NOUN
spir-8789	9	60	,	,	PUNCT
spir-8789	9	61	spoken	speak	VERB
spir-8789	9	62	and	and	CCONJ
spir-8789	9	63	written	write	VERB
spir-8789	9	64	language	language	NOUN
spir-8789	9	65	forms	form	NOUN
spir-8789	9	66	and	and	CCONJ
spir-8789	9	67	functions	function	NOUN
spir-8789	9	68	,	,	PUNCT
spir-8789	9	69	the	the	DET
spir-8789	9	70	fidelity	fidelity	NOUN
spir-8789	9	71	of	of	ADP
spir-8789	9	72	avatar	avatar	NOUN
spir-8789	9	73	to	to	ADP
spir-8789	9	74	player	player	NOUN
spir-8789	9	75	appearance	appearance	NOUN
spir-8789	9	76	,	,	PUNCT
spir-8789	9	77	and	and	CCONJ
spir-8789	9	78	the	the	DET
spir-8789	9	79	developmental	developmental	ADJ
spir-8789	9	80	trajectory	trajectory	NOUN
spir-8789	9	81	by	by	ADP
spir-8789	9	82	which	which	PRON
spir-8789	9	83	players	player	NOUN
spir-8789	9	84	evolve	evolve	VERB
spir-8789	9	85	from	from	ADP
spir-8789	9	86	‘	'	PUNCT
spir-8789	9	87	novices	novice	NOUN
spir-8789	9	88	’	'	PUNCT
spir-8789	9	89	to	to	ADP
spir-8789	9	90	‘	'	PUNCT
spir-8789	9	91	experts	expert	NOUN
spir-8789	9	92	’	'	PUNCT
spir-8789	9	93	in	in	ADP
spir-8789	9	94	mmogs	mmog	NOUN
spir-8789	9	95	(	(	PUNCT
spir-8789	9	96	taylor	taylor	PROPN
spir-8789	9	97	et	et	PROPN
spir-8789	9	98	al	al	PROPN
spir-8789	9	99	.	.	PROPN
spir-8789	9	100	,	,	PUNCT
spir-8789	9	101	2011	2011	NUM
spir-8789	9	102	;	;	PUNCT
spir-8789	9	103	bergstrom	bergstrom	PROPN
spir-8789	9	104	2012	2012	NUM
spir-8789	9	105	)	)	PUNCT
spir-8789	9	106	.	.	PUNCT
spir-8789	10	1	unlike	unlike	ADP
spir-8789	10	2	a	a	DET
spir-8789	10	3	great	great	ADJ
spir-8789	10	4	deal	deal	NOUN
spir-8789	10	5	of	of	ADP
spir-8789	10	6	the	the	DET
spir-8789	10	7	quantitative	quantitative	ADJ
spir-8789	10	8	work	work	NOUN
spir-8789	10	9	on	on	ADP
spir-8789	10	10	players	player	NOUN
spir-8789	10	11	to	to	ADP
spir-8789	10	12	date	date	NOUN
spir-8789	10	13	that	that	PRON
spir-8789	10	14	focuses	focus	VERB
spir-8789	10	15	on	on	ADP
spir-8789	10	16	what	what	PRON
spir-8789	10	17	can	can	AUX
spir-8789	10	18	be	be	AUX
spir-8789	10	19	captured	capture	VERB
spir-8789	10	20	by	by	ADP
spir-8789	10	21	server	server	NOUN
spir-8789	10	22	data	datum	NOUN
spir-8789	10	23	or	or	CCONJ
spir-8789	10	24	by	by	ADP
spir-8789	10	25	automated	automate	VERB
spir-8789	10	26	scripts	script	NOUN
spir-8789	10	27	that	that	PRON
spir-8789	10	28	collect	collect	VERB
spir-8789	10	29	player	player	NOUN
spir-8789	10	30	-	-	PUNCT
spir-8789	10	31	based	base	VERB
spir-8789	10	32	data	datum	NOUN
spir-8789	10	33	,	,	PUNCT
spir-8789	10	34	for	for	ADP
spir-8789	10	35	example	example	NOUN
spir-8789	10	36	from	from	ADP
spir-8789	10	37	the	the	DET
spir-8789	10	38	wow	wow	PROPN
spir-8789	10	39	armory	armory	NOUN
spir-8789	10	40	(	(	PUNCT
spir-8789	10	41	lewis	lewis	PROPN
spir-8789	10	42	&	&	CCONJ
spir-8789	10	43	wardrip	wardrip	NOUN
spir-8789	10	44	-	-	PUNCT
spir-8789	10	45	fruin	fruin	NOUN
spir-8789	10	46	,	,	PUNCT
spir-8789	10	47	2010	2010	NUM
spir-8789	10	48	;	;	PUNCT
spir-8789	10	49	yee	yee	PROPN
spir-8789	10	50	et	et	PROPN
spir-8789	10	51	al	al	PROPN
spir-8789	10	52	.	.	PROPN
spir-8789	10	53	,	,	PUNCT
spir-8789	10	54	2011	2011	NUM
spir-8789	10	55	)	)	PUNCT
spir-8789	11	1	our	our	PRON
spir-8789	11	2	work	work	NOUN
spir-8789	11	3	was	be	AUX
spir-8789	11	4	very	very	ADV
spir-8789	11	5	much	much	ADV
spir-8789	11	6	focused	focused	ADJ
spir-8789	11	7	on	on	ADP
spir-8789	11	8	what	what	PRON
spir-8789	11	9	could	could	AUX
spir-8789	11	10	be	be	AUX
spir-8789	11	11	learned	learn	VERB
spir-8789	11	12	from	from	ADP
spir-8789	11	13	players	player	NOUN
spir-8789	11	14	who	who	PRON
spir-8789	11	15	are	be	AUX
spir-8789	11	16	in	in	ADP
spir-8789	11	17	full	full	ADJ
spir-8789	11	18	view	view	NOUN
spir-8789	11	19	of	of	ADP
spir-8789	11	20	the	the	DET
spir-8789	11	21	researchers	researcher	NOUN
spir-8789	11	22	in	in	ADP
spir-8789	11	23	lab	lab	NOUN
spir-8789	11	24	settings	setting	NOUN
spir-8789	11	25	playing	play	VERB
spir-8789	11	26	in	in	ADP
spir-8789	11	27	an	an	DET
spir-8789	11	28	mmog	mmog	NOUN
spir-8789	11	29	(	(	PUNCT
spir-8789	11	30	rift	rift	NOUN
spir-8789	11	31	)	)	PUNCT
spir-8789	11	32	.	.	PUNCT
spir-8789	12	1	in	in	ADP
spir-8789	12	2	total	total	NOUN
spir-8789	12	3	,	,	PUNCT
spir-8789	12	4	over	over	ADP
spir-8789	12	5	150	150	NUM
spir-8789	12	6	players	player	NOUN
spir-8789	12	7	participated	participate	VERB
spir-8789	12	8	in	in	ADP
spir-8789	12	9	the	the	DET
spir-8789	12	10	research	research	NOUN
spir-8789	12	11	we	we	PRON
spir-8789	12	12	will	will	AUX
spir-8789	12	13	describe	describe	VERB
spir-8789	12	14	in	in	ADP
spir-8789	12	15	this	this	DET
spir-8789	12	16	paper	paper	NOUN
spir-8789	12	17	,	,	PUNCT
spir-8789	12	18	conducted	conduct	VERB
spir-8789	12	19	in	in	ADP
spir-8789	12	20	research	research	NOUN
spir-8789	12	21	laboratories	laboratory	NOUN
spir-8789	12	22	in	in	ADP
spir-8789	12	23	two	two	NUM
spir-8789	12	24	locations	location	NOUN
spir-8789	12	25	in	in	ADP
spir-8789	12	26	canada	canada	PROPN
spir-8789	12	27	.	.	PUNCT
spir-8789	13	1	all	all	DET
spir-8789	13	2	participants	participant	NOUN
spir-8789	13	3	played	play	VERB
spir-8789	13	4	in	in	ADP
spir-8789	13	5	rift	rift	NOUN
spir-8789	13	6	for	for	ADP
spir-8789	13	7	at	at	ADV
spir-8789	13	8	least	least	ADV
spir-8789	13	9	45	45	NUM
spir-8789	13	10	minutes	minute	NOUN
spir-8789	13	11	and	and	CCONJ
spir-8789	13	12	up	up	ADP
spir-8789	13	13	to	to	PART
spir-8789	13	14	four	four	NUM
spir-8789	13	15	hours	hour	NOUN
spir-8789	13	16	,	,	PUNCT
spir-8789	13	17	in	in	ADP
spir-8789	13	18	that	that	DET
spir-8789	13	19	case	case	NOUN
spir-8789	13	20	in	in	ADP
spir-8789	13	21	multiple	multiple	ADJ
spir-8789	13	22	play	play	NOUN
spir-8789	13	23	sessions	session	NOUN
spir-8789	13	24	.	.	PUNCT
spir-8789	14	1	in	in	ADP
spir-8789	14	2	this	this	DET
spir-8789	14	3	paper	paper	NOUN
spir-8789	14	4	,	,	PUNCT
spir-8789	14	5	we	we	PRON
spir-8789	14	6	focus	focus	VERB
spir-8789	14	7	on	on	ADP
spir-8789	14	8	how	how	SCONJ
spir-8789	14	9	,	,	PUNCT
spir-8789	14	10	despite	despite	SCONJ
spir-8789	14	11	the	the	DET
spir-8789	14	12	fact	fact	NOUN
spir-8789	14	13	that	that	SCONJ
spir-8789	14	14	participants	participant	NOUN
spir-8789	14	15	were	be	AUX
spir-8789	14	16	playing	play	VERB
spir-8789	14	17	in	in	ADP
spir-8789	14	18	a	a	DET
spir-8789	14	19	laboratory	laboratory	NOUN
spir-8789	14	20	fully	fully	ADV
spir-8789	14	21	observed	observe	VERB
spir-8789	14	22	by	by	ADP
spir-8789	14	23	researchers	researcher	NOUN
spir-8789	14	24	during	during	ADP
spir-8789	14	25	their	their	PRON
spir-8789	14	26	play	play	NOUN
spir-8789	14	27	sessions	session	NOUN
spir-8789	14	28	,	,	PUNCT
spir-8789	14	29	the	the	DET
spir-8789	14	30	majority	majority	NOUN
spir-8789	14	31	of	of	ADP
spir-8789	14	32	participants	participant	NOUN
spir-8789	14	33	played	play	VERB
spir-8789	14	34	as	as	SCONJ
spir-8789	14	35	if	if	SCONJ
spir-8789	14	36	‘	'	PUNCT
spir-8789	14	37	for	for	ADP
spir-8789	14	38	real	real	ADJ
spir-8789	14	39	’	'	PUNCT
spir-8789	14	40	.	.	PUNCT
spir-8789	15	1	that	that	PRON
spir-8789	15	2	is	be	AUX
spir-8789	15	3	,	,	PUNCT
spir-8789	15	4	even	even	ADV
spir-8789	15	5	though	though	SCONJ
spir-8789	15	6	they	they	PRON
spir-8789	15	7	were	be	AUX
spir-8789	15	8	playing	play	VERB
spir-8789	15	9	on	on	ADP
spir-8789	15	10	an	an	DET
spir-8789	15	11	account	account	NOUN
spir-8789	15	12	that	that	SCONJ
spir-8789	15	13	they	they	PRON
spir-8789	15	14	would	would	AUX
spir-8789	15	15	likely	likely	ADV
spir-8789	15	16	only	only	ADV
spir-8789	15	17	play	play	VERB
spir-8789	15	18	on	on	ADP
spir-8789	15	19	once	once	ADV
spir-8789	15	20	(	(	PUNCT
spir-8789	15	21	or	or	CCONJ
spir-8789	15	22	a	a	DET
spir-8789	15	23	few	few	ADJ
spir-8789	15	24	times	time	NOUN
spir-8789	15	25	if	if	SCONJ
spir-8789	15	26	they	they	PRON
spir-8789	15	27	chose	choose	VERB
spir-8789	15	28	to	to	PART
spir-8789	15	29	come	come	VERB
spir-8789	15	30	back	back	ADV
spir-8789	15	31	to	to	ADP
spir-8789	15	32	the	the	DET
spir-8789	15	33	lab	lab	NOUN
spir-8789	15	34	)	)	PUNCT
spir-8789	15	35	,	,	PUNCT
spir-8789	15	36	they	they	PRON
spir-8789	15	37	often	often	ADV
spir-8789	15	38	treated	treat	VERB
spir-8789	15	39	the	the	DET
spir-8789	15	40	play	play	NOUN
spir-8789	15	41	sessions	session	NOUN
spir-8789	15	42	very	very	ADV
spir-8789	15	43	seriously	seriously	ADV
spir-8789	15	44	,	,	PUNCT
spir-8789	15	45	taking	take	VERB
spir-8789	15	46	considerable	considerable	ADJ
spir-8789	15	47	time	time	NOUN
spir-8789	15	48	,	,	PUNCT
spir-8789	15	49	for	for	ADP
spir-8789	15	50	instance	instance	NOUN
spir-8789	15	51	to	to	PART
spir-8789	15	52	choose	choose	VERB
spir-8789	15	53	the	the	DET
spir-8789	15	54	names	name	NOUN
spir-8789	15	55	of	of	ADP
spir-8789	15	56	their	their	PRON
spir-8789	15	57	avatars	avatar	NOUN
spir-8789	15	58	,	,	PUNCT
spir-8789	15	59	or	or	CCONJ
spir-8789	15	60	to	to	PART
spir-8789	15	61	painstakingly	painstakingly	ADV
spir-8789	15	62	customize	customize	VERB
spir-8789	15	63	them	they	PRON
spir-8789	15	64	,	,	PUNCT
spir-8789	15	65	to	to	PART
spir-8789	15	66	equip	equip	VERB
spir-8789	15	67	their	their	PRON
spir-8789	15	68	characters	character	NOUN
spir-8789	15	69	,	,	PUNCT
spir-8789	15	70	buy	buy	VERB
spir-8789	15	71	and	and	CCONJ
spir-8789	15	72	sell	sell	VERB
spir-8789	15	73	items	item	NOUN
spir-8789	15	74	and	and	CCONJ
spir-8789	15	75	level	level	VERB
spir-8789	15	76	up	up	ADP
spir-8789	15	77	in	in	ADP
spir-8789	15	78	the	the	DET
spir-8789	15	79	game	game	NOUN
spir-8789	15	80	.	.	PUNCT
spir-8789	16	1	we	we	PRON
spir-8789	16	2	conclude	conclude	VERB
spir-8789	16	3	by	by	ADP
spir-8789	16	4	illustrating	illustrate	VERB
spir-8789	16	5	findings	finding	NOUN
spir-8789	16	6	we	we	PRON
spir-8789	16	7	were	be	AUX
spir-8789	16	8	able	able	ADJ
spir-8789	16	9	to	to	PART
spir-8789	16	10	arrive	arrive	VERB
spir-8789	16	11	at	at	ADP
spir-8789	16	12	from	from	ADP
spir-8789	16	13	such	such	ADJ
spir-8789	16	14	closely	closely	ADV
spir-8789	16	15	watched	watch	VERB
spir-8789	16	16	play	play	NOUN
spir-8789	16	17	that	that	PRON
spir-8789	16	18	would	would	AUX
spir-8789	16	19	not	not	PART
spir-8789	16	20	be	be	AUX
spir-8789	16	21	possible	possible	ADJ
spir-8789	16	22	to	to	PART
spir-8789	16	23	access	access	NOUN
spir-8789	16	24	using	use	VERB
spir-8789	16	25	data	datum	NOUN
spir-8789	16	26	captured	capture	VERB
spir-8789	16	27	‘	'	PUNCT
spir-8789	16	28	at	at	ADP
spir-8789	16	29	a	a	DET
spir-8789	16	30	distance	distance	NOUN
spir-8789	16	31	’	'	PUNCT
spir-8789	16	32	.	.	PUNCT
spir-8789	17	1	methods	method	NOUN
spir-8789	17	2	both	both	CCONJ
spir-8789	17	3	in	in	ADP
spir-8789	17	4	scope	scope	NOUN
spir-8789	17	5	and	and	CCONJ
spir-8789	17	6	in	in	ADP
spir-8789	17	7	its	its	PRON
spir-8789	17	8	methods	method	NOUN
spir-8789	17	9	,	,	PUNCT
spir-8789	17	10	this	this	PRON
spir-8789	17	11	is	be	AUX
spir-8789	17	12	the	the	DET
spir-8789	17	13	first	first	ADJ
spir-8789	17	14	study	study	NOUN
spir-8789	17	15	of	of	ADP
spir-8789	17	16	its	its	PRON
spir-8789	17	17	kind	kind	NOUN
spir-8789	17	18	:	:	PUNCT
spir-8789	17	19	an	an	DET
spir-8789	17	20	“	"	PUNCT
spir-8789	17	21	on	on	ADP
spir-8789	17	22	the	the	DET
spir-8789	17	23	ground	ground	NOUN
spir-8789	17	24	”	"	PUNCT
spir-8789	17	25	examination	examination	NOUN
spir-8789	17	26	of	of	ADP
spir-8789	17	27	the	the	DET
spir-8789	17	28	complex	complex	ADJ
spir-8789	17	29	relationships	relationship	NOUN
spir-8789	17	30	between	between	ADP
spir-8789	17	31	vws	vws	PROPN
spir-8789	17	32	and	and	CCONJ
spir-8789	17	33	the	the	DET
spir-8789	17	34	localized	localized	ADJ
spir-8789	17	35	practices	practice	NOUN
spir-8789	17	36	of	of	ADP
spir-8789	17	37	players	player	NOUN
spir-8789	17	38	in	in	ADP
spir-8789	17	39	different	different	ADJ
spir-8789	17	40	cities	city	NOUN
spir-8789	17	41	,	,	PUNCT
spir-8789	17	42	and	and	CCONJ
spir-8789	17	43	in	in	ADP
spir-8789	17	44	different	different	ADJ
spir-8789	17	45	contexts	context	NOUN
spir-8789	17	46	of	of	ADP
spir-8789	17	47	play	play	NOUN
spir-8789	17	48	.	.	PUNCT
spir-8789	18	1	the	the	DET
spir-8789	18	2	theoretical	theoretical	ADJ
spir-8789	18	3	framework	framework	NOUN
spir-8789	18	4	we	we	PRON
spir-8789	18	5	deployed	deploy	VERB
spir-8789	18	6	was	be	AUX
spir-8789	18	7	actor	actor	NOUN
spir-8789	18	8	network	network	NOUN
spir-8789	18	9	theory	theory	NOUN
spir-8789	18	10	selected	select	VERB
spir-8789	18	11	papers	paper	NOUN
spir-8789	18	12	of	of	ADP
spir-8789	18	13	internet	internet	NOUN
spir-8789	18	14	research	research	NOUN
spir-8789	18	15	14.0	14.0	NUM
spir-8789	18	16	,	,	PUNCT
spir-8789	18	17	2013	2013	NUM
spir-8789	18	18	:	:	PUNCT
spir-8789	18	19	denver	denver	PROPN
spir-8789	18	20	,	,	PUNCT
spir-8789	18	21	usa	usa	PROPN
spir-8789	18	22	2	2	NUM
spir-8789	18	23	(	(	PUNCT
spir-8789	18	24	ant	ant	NOUN
spir-8789	18	25	)	)	PUNCT
spir-8789	18	26	,	,	PUNCT
spir-8789	18	27	as	as	SCONJ
spir-8789	18	28	developed	developed	ADJ
spir-8789	18	29	and	and	CCONJ
spir-8789	18	30	articulated	articulated	ADJ
spir-8789	18	31	in	in	ADP
spir-8789	18	32	the	the	DET
spir-8789	18	33	field	field	NOUN
spir-8789	18	34	of	of	ADP
spir-8789	18	35	science	science	NOUN
spir-8789	18	36	and	and	CCONJ
spir-8789	18	37	technology	technology	NOUN
spir-8789	18	38	studies	study	NOUN
spir-8789	18	39	by	by	ADP
spir-8789	18	40	bruno	bruno	PROPN
spir-8789	18	41	latour	latour	PROPN
spir-8789	18	42	(	(	PUNCT
spir-8789	18	43	1987	1987	NUM
spir-8789	18	44	,	,	PUNCT
spir-8789	18	45	1992	1992	NUM
spir-8789	18	46	,	,	PUNCT
spir-8789	18	47	2005	2005	NUM
spir-8789	18	48	)	)	PUNCT
spir-8789	18	49	,	,	PUNCT
spir-8789	18	50	john	john	PROPN
spir-8789	18	51	law	law	PROPN
spir-8789	18	52	(	(	PUNCT
spir-8789	18	53	2004	2004	NUM
spir-8789	18	54	)	)	PUNCT
spir-8789	18	55	and	and	CCONJ
spir-8789	18	56	michel	michel	PROPN
spir-8789	18	57	callon	callon	NOUN
spir-8789	18	58	(	(	PUNCT
spir-8789	18	59	1995	1995	NUM
spir-8789	18	60	)	)	PUNCT
spir-8789	18	61	.	.	PUNCT
spir-8789	19	1	ant	ant	PROPN
spir-8789	19	2	reads	read	VERB
spir-8789	19	3	‘	'	PUNCT
spir-8789	19	4	the	the	DET
spir-8789	19	5	social	social	ADJ
spir-8789	19	6	’	'	PUNCT
spir-8789	19	7	–	–	PUNCT
spir-8789	19	8	institutions	institution	NOUN
spir-8789	19	9	,	,	PUNCT
spir-8789	19	10	practices	practice	NOUN
spir-8789	19	11	,	,	PUNCT
spir-8789	19	12	and	and	CCONJ
spir-8789	19	13	interactions	interaction	NOUN
spir-8789	19	14	–	–	PUNCT
spir-8789	19	15	as	as	ADP
spir-8789	19	16	the	the	DET
spir-8789	19	17	product	product	NOUN
spir-8789	19	18	of	of	ADP
spir-8789	19	19	engagement	engagement	NOUN
spir-8789	19	20	and	and	CCONJ
spir-8789	19	21	associations	association	NOUN
spir-8789	19	22	between	between	ADP
spir-8789	19	23	human	human	ADJ
spir-8789	19	24	and	and	CCONJ
spir-8789	19	25	nonhuman	nonhuman	ADJ
spir-8789	19	26	‘	'	PUNCT
spir-8789	19	27	actors	actor	NOUN
spir-8789	19	28	’	'	PUNCT
spir-8789	19	29	.	.	PUNCT
spir-8789	20	1	as	as	SCONJ
spir-8789	20	2	latour	latour	PROPN
spir-8789	20	3	insists	insist	VERB
spir-8789	20	4	in	in	ADP
spir-8789	20	5	reassembling	reassemble	VERB
spir-8789	20	6	the	the	DET
spir-8789	20	7	social	social	ADJ
spir-8789	20	8	(	(	PUNCT
spir-8789	20	9	2005	2005	NUM
spir-8789	20	10	)	)	PUNCT
spir-8789	20	11	,	,	PUNCT
spir-8789	20	12	agency	agency	NOUN
spir-8789	20	13	is	be	AUX
spir-8789	20	14	distributed	distribute	VERB
spir-8789	20	15	across	across	ADP
spir-8789	20	16	actors	actor	NOUN
spir-8789	20	17	that	that	SCONJ
spir-8789	20	18	co	co	NOUN
spir-8789	20	19	-	-	AUX
spir-8789	20	20	constitute	constitute	VERB
spir-8789	20	21	a	a	DET
spir-8789	20	22	network	network	NOUN
spir-8789	20	23	.	.	PUNCT
spir-8789	21	1	non	non	NOUN
spir-8789	21	2	-	-	NOUN
spir-8789	21	3	humans	human	NOUN
spir-8789	21	4	,	,	PUNCT
spir-8789	21	5	including	include	VERB
spir-8789	21	6	artifacts	artifact	NOUN
spir-8789	21	7	,	,	PUNCT
spir-8789	21	8	technologies	technology	NOUN
spir-8789	21	9	,	,	PUNCT
spir-8789	21	10	and	and	CCONJ
spir-8789	21	11	other	other	ADJ
spir-8789	21	12	animals	animal	NOUN
spir-8789	21	13	,	,	PUNCT
spir-8789	21	14	are	be	AUX
spir-8789	21	15	not	not	PART
spir-8789	21	16	simply	simply	ADV
spir-8789	21	17	the	the	DET
spir-8789	21	18	‘	'	PUNCT
spir-8789	21	19	backdrop	backdrop	NOUN
spir-8789	21	20	’	'	PUNCT
spir-8789	21	21	to	to	ADP
spir-8789	21	22	social	social	ADJ
spir-8789	21	23	interactions	interaction	NOUN
spir-8789	21	24	;	;	PUNCT
spir-8789	21	25	in	in	ADP
spir-8789	21	26	this	this	DET
spir-8789	21	27	view	view	NOUN
spir-8789	21	28	,	,	PUNCT
spir-8789	21	29	human	human	ADJ
spir-8789	21	30	action	action	NOUN
spir-8789	21	31	is	be	AUX
spir-8789	21	32	shaped	shape	VERB
spir-8789	21	33	and	and	CCONJ
spir-8789	21	34	made	make	VERB
spir-8789	21	35	possible	possible	ADJ
spir-8789	21	36	by	by	ADP
spir-8789	21	37	non	non	ADJ
spir-8789	21	38	-	-	ADJ
spir-8789	21	39	human	human	ADJ
spir-8789	21	40	agents	agent	NOUN
spir-8789	21	41	,	,	PUNCT
spir-8789	21	42	to	to	PART
spir-8789	21	43	which	which	PRON
spir-8789	21	44	have	have	AUX
spir-8789	21	45	been	be	AUX
spir-8789	21	46	delegated	delegate	VERB
spir-8789	21	47	the	the	DET
spir-8789	21	48	task	task	NOUN
spir-8789	21	49	of	of	ADP
spir-8789	21	50	prescribing	prescribing	NOUN
spir-8789	21	51	,	,	PUNCT
spir-8789	21	52	framing	framing	NOUN
spir-8789	21	53	,	,	PUNCT
spir-8789	21	54	eliciting	eliciting	ADJ
spir-8789	21	55	,	,	PUNCT
spir-8789	21	56	and	and	CCONJ
spir-8789	21	57	enabling	enable	VERB
spir-8789	21	58	certain	certain	ADJ
spir-8789	21	59	forms	form	NOUN
spir-8789	21	60	of	of	ADP
spir-8789	21	61	action	action	NOUN
spir-8789	21	62	,	,	PUNCT
spir-8789	21	63	and	and	CCONJ
spir-8789	21	64	prohibiting	prohibit	VERB
spir-8789	21	65	or	or	CCONJ
spir-8789	21	66	discouraging	discourage	VERB
spir-8789	21	67	others	other	NOUN
spir-8789	21	68	.	.	PUNCT
spir-8789	22	1	the	the	DET
spir-8789	22	2	work	work	NOUN
spir-8789	22	3	of	of	ADP
spir-8789	22	4	sociology	sociology	NOUN
spir-8789	22	5	,	,	PUNCT
spir-8789	22	6	from	from	ADP
spir-8789	22	7	an	an	DET
spir-8789	22	8	ant	ant	ADJ
spir-8789	22	9	perspective	perspective	NOUN
spir-8789	22	10	,	,	PUNCT
spir-8789	22	11	is	be	AUX
spir-8789	22	12	therefore	therefore	ADV
spir-8789	22	13	to	to	ADP
spir-8789	22	14	“	"	PUNCT
spir-8789	22	15	re	re	VERB
spir-8789	22	16	-	-	VERB
spir-8789	22	17	assemble	assemble	ADJ
spir-8789	22	18	”	"	PUNCT
spir-8789	22	19	the	the	DET
spir-8789	22	20	associations	association	NOUN
spir-8789	22	21	between	between	ADP
spir-8789	22	22	human	human	ADJ
spir-8789	22	23	and	and	CCONJ
spir-8789	22	24	non	non	ADJ
spir-8789	22	25	-	-	ADJ
spir-8789	22	26	human	human	ADJ
spir-8789	22	27	actors	actor	NOUN
spir-8789	22	28	in	in	ADP
spir-8789	22	29	a	a	DET
spir-8789	22	30	network	network	NOUN
spir-8789	22	31	so	so	SCONJ
spir-8789	22	32	as	as	SCONJ
spir-8789	22	33	to	to	PART
spir-8789	22	34	better	well	ADV
spir-8789	22	35	map	map	VERB
spir-8789	22	36	the	the	DET
spir-8789	22	37	relationships	relationship	NOUN
spir-8789	22	38	between	between	ADP
spir-8789	22	39	and	and	CCONJ
spir-8789	22	40	among	among	ADP
spir-8789	22	41	them	they	PRON
spir-8789	22	42	.	.	PUNCT
spir-8789	23	1	to	to	ADP
spir-8789	23	2	that	that	DET
spir-8789	23	3	end	end	NOUN
spir-8789	23	4	,	,	PUNCT
spir-8789	23	5	data	datum	NOUN
spir-8789	23	6	collection	collection	NOUN
spir-8789	23	7	included	include	VERB
spir-8789	23	8	a	a	DET
spir-8789	23	9	survey	survey	NOUN
spir-8789	23	10	of	of	ADP
spir-8789	23	11	player	player	NOUN
spir-8789	23	12	demographics	demographic	NOUN
spir-8789	23	13	and	and	CCONJ
spir-8789	23	14	expertise	expertise	NOUN
spir-8789	23	15	,	,	PUNCT
spir-8789	23	16	screen	screen	NOUN
spir-8789	23	17	captured	capture	VERB
spir-8789	23	18	play	play	NOUN
spir-8789	23	19	that	that	PRON
spir-8789	23	20	was	be	AUX
spir-8789	23	21	synched	synche	VERB
spir-8789	23	22	to	to	ADP
spir-8789	23	23	audio	audio	ADJ
spir-8789	23	24	and	and	CCONJ
spir-8789	23	25	video	video	NOUN
spir-8789	23	26	recordings	recording	NOUN
spir-8789	23	27	of	of	ADP
spir-8789	23	28	players	player	NOUN
spir-8789	23	29	as	as	SCONJ
spir-8789	23	30	they	they	PRON
spir-8789	23	31	played	play	VERB
spir-8789	23	32	,	,	PUNCT
spir-8789	23	33	keystroke	keystroke	NOUN
spir-8789	23	34	and	and	CCONJ
spir-8789	23	35	mouse	mouse	NOUN
spir-8789	23	36	data	datum	NOUN
spir-8789	23	37	,	,	PUNCT
spir-8789	23	38	interviews	interview	NOUN
spir-8789	23	39	with	with	ADP
spir-8789	23	40	players	player	NOUN
spir-8789	23	41	,	,	PUNCT
spir-8789	23	42	observations	observation	NOUN
spir-8789	23	43	,	,	PUNCT
spir-8789	23	44	field	field	NOUN
spir-8789	23	45	notes	note	NOUN
spir-8789	23	46	,	,	PUNCT
spir-8789	23	47	and	and	CCONJ
spir-8789	23	48	a	a	DET
spir-8789	23	49	detailed	detailed	ADJ
spir-8789	23	50	logging	logging	NOUN
spir-8789	23	51	of	of	ADP
spir-8789	23	52	completed	complete	VERB
spir-8789	23	53	quests	quest	NOUN
spir-8789	23	54	,	,	PUNCT
spir-8789	23	55	gear	gear	NOUN
spir-8789	23	56	equipped	equipped	ADJ
spir-8789	23	57	and	and	CCONJ
spir-8789	23	58	gold	gold	NOUN
spir-8789	23	59	totals	total	NOUN
spir-8789	23	60	--	--	PUNCT
spir-8789	23	61	and	and	CCONJ
spir-8789	23	62	explicit	explicit	ADJ
spir-8789	23	63	attention	attention	NOUN
spir-8789	23	64	to	to	ADP
spir-8789	23	65	the	the	DET
spir-8789	23	66	lab	lab	NOUN
spir-8789	23	67	setting	set	VERB
spir-8789	23	68	on	on	ADP
spir-8789	23	69	the	the	DET
spir-8789	23	70	ways	way	NOUN
spir-8789	23	71	participants	participant	NOUN
spir-8789	23	72	played	play	VERB
spir-8789	23	73	.	.	PUNCT
spir-8789	24	1	we	we	PRON
spir-8789	24	2	compiled	compile	VERB
spir-8789	24	3	in	in	ADP
spir-8789	24	4	this	this	DET
spir-8789	24	5	way	way	NOUN
spir-8789	24	6	detailed	detailed	ADJ
spir-8789	24	7	screen	screen	NOUN
spir-8789	24	8	recordings	recording	NOUN
spir-8789	24	9	of	of	ADP
spir-8789	24	10	players	player	NOUN
spir-8789	24	11	as	as	SCONJ
spir-8789	24	12	they	they	PRON
spir-8789	24	13	chose	choose	VERB
spir-8789	24	14	their	their	PRON
spir-8789	24	15	avatar	avatar	NOUN
spir-8789	24	16	,	,	PUNCT
spir-8789	24	17	customized	customize	VERB
spir-8789	24	18	and	and	CCONJ
spir-8789	24	19	named	name	VERB
spir-8789	24	20	it	it	PRON
spir-8789	24	21	,	,	PUNCT
spir-8789	24	22	and	and	CCONJ
spir-8789	24	23	recordings	recording	NOUN
spir-8789	24	24	of	of	ADP
spir-8789	24	25	all	all	PRON
spir-8789	24	26	of	of	ADP
spir-8789	24	27	their	their	PRON
spir-8789	24	28	in	in	ADP
spir-8789	24	29	game	game	NOUN
spir-8789	24	30	play	play	NOUN
spir-8789	24	31	.	.	PUNCT
spir-8789	25	1	in	in	ADP
spir-8789	25	2	this	this	DET
spir-8789	25	3	paper	paper	NOUN
spir-8789	25	4	we	we	PRON
spir-8789	25	5	demonstrate	demonstrate	VERB
spir-8789	25	6	the	the	DET
spir-8789	25	7	ways	way	NOUN
spir-8789	25	8	in	in	ADP
spir-8789	25	9	which	which	PRON
spir-8789	25	10	we	we	PRON
spir-8789	25	11	were	be	AUX
spir-8789	25	12	surprised	surprise	VERB
spir-8789	25	13	by	by	ADP
spir-8789	25	14	participants	participant	NOUN
spir-8789	25	15	:	:	PUNCT
spir-8789	25	16	by	by	ADP
spir-8789	25	17	the	the	DET
spir-8789	25	18	time	time	NOUN
spir-8789	25	19	that	that	PRON
spir-8789	25	20	they	they	PRON
spir-8789	25	21	took	take	VERB
spir-8789	25	22	to	to	PART
spir-8789	25	23	set	set	VERB
spir-8789	25	24	up	up	ADP
spir-8789	25	25	their	their	PRON
spir-8789	25	26	avatars	avatar	NOUN
spir-8789	25	27	,	,	PUNCT
spir-8789	25	28	the	the	DET
spir-8789	25	29	time	time	NOUN
spir-8789	25	30	they	they	PRON
spir-8789	25	31	took	take	VERB
spir-8789	25	32	naming	name	VERB
spir-8789	25	33	that	that	DET
spir-8789	25	34	avatar	avatar	ADJ
spir-8789	25	35	,	,	PUNCT
spir-8789	25	36	and	and	CCONJ
spir-8789	25	37	time	time	NOUN
spir-8789	25	38	and	and	CCONJ
spir-8789	25	39	energy	energy	NOUN
spir-8789	25	40	they	they	PRON
spir-8789	25	41	exerted	exert	VERB
spir-8789	25	42	in	in	ADP
spir-8789	25	43	‘	'	PUNCT
spir-8789	25	44	really	really	ADV
spir-8789	25	45	’	'	PUNCT
spir-8789	25	46	playing	play	VERB
spir-8789	25	47	the	the	DET
spir-8789	25	48	game	game	NOUN
spir-8789	25	49	.	.	PUNCT
spir-8789	26	1	discussion	discussion	NOUN
spir-8789	26	2	this	this	DET
spir-8789	26	3	paper	paper	NOUN
spir-8789	26	4	draws	draw	VERB
spir-8789	26	5	attention	attention	NOUN
spir-8789	26	6	to	to	ADP
spir-8789	26	7	the	the	DET
spir-8789	26	8	ways	way	NOUN
spir-8789	26	9	that	that	PRON
spir-8789	26	10	relying	rely	VERB
spir-8789	26	11	on	on	ADP
spir-8789	26	12	only	only	ADV
spir-8789	26	13	one	one	NUM
spir-8789	26	14	metric	metric	NOUN
spir-8789	26	15	can	can	AUX
spir-8789	26	16	create	create	VERB
spir-8789	26	17	a	a	DET
spir-8789	26	18	false	false	ADJ
spir-8789	26	19	and/or	and/or	CCONJ
spir-8789	26	20	incomplete	incomplete	ADJ
spir-8789	26	21	picture	picture	NOUN
spir-8789	26	22	of	of	ADP
spir-8789	26	23	a	a	DET
spir-8789	26	24	participant	participant	NOUN
spir-8789	26	25	’s	’s	PART
spir-8789	26	26	level	level	NOUN
spir-8789	26	27	and	and	CCONJ
spir-8789	26	28	kind	kind	ADV
spir-8789	26	29	of	of	ADP
spir-8789	26	30	engagement	engagement	NOUN
spir-8789	26	31	with	with	ADP
spir-8789	26	32	the	the	DET
spir-8789	26	33	game	game	NOUN
spir-8789	26	34	.	.	PUNCT
spir-8789	27	1	for	for	ADP
spir-8789	27	2	example	example	NOUN
spir-8789	27	3	,	,	PUNCT
spir-8789	27	4	when	when	SCONJ
spir-8789	27	5	looking	look	VERB
spir-8789	27	6	at	at	ADP
spir-8789	27	7	the	the	DET
spir-8789	27	8	keylogging	keylogging	NOUN
spir-8789	27	9	data	datum	NOUN
spir-8789	27	10	of	of	ADP
spir-8789	27	11	a	a	DET
spir-8789	27	12	particular	particular	ADJ
spir-8789	27	13	participant	participant	NOUN
spir-8789	27	14	who	who	PRON
spir-8789	27	15	had	have	AUX
spir-8789	27	16	self	self	NOUN
spir-8789	27	17	-	-	PUNCT
spir-8789	27	18	identified	identify	VERB
spir-8789	27	19	as	as	ADP
spir-8789	27	20	an	an	DET
spir-8789	27	21	expert	expert	NOUN
spir-8789	27	22	mmog	mmog	NOUN
spir-8789	27	23	player	player	NOUN
spir-8789	27	24	,	,	PUNCT
spir-8789	27	25	we	we	PRON
spir-8789	27	26	observed	observe	VERB
spir-8789	27	27	very	very	ADV
spir-8789	27	28	little	little	ADJ
spir-8789	27	29	movement	movement	NOUN
spir-8789	27	30	using	use	VERB
spir-8789	27	31	the	the	DET
spir-8789	27	32	wads	wad	NOUN
spir-8789	27	33	keys	key	NOUN
spir-8789	27	34	on	on	ADP
spir-8789	27	35	their	their	PRON
spir-8789	27	36	keyboard	keyboard	NOUN
spir-8789	27	37	(	(	PUNCT
spir-8789	27	38	see	see	VERB
spir-8789	27	39	taylor	taylor	PROPN
spir-8789	27	40	et	et	PROPN
spir-8789	27	41	al	al	PROPN
spir-8789	27	42	.	.	PROPN
spir-8789	28	1	(	(	PUNCT
spir-8789	28	2	2011	2011	NUM
spir-8789	28	3	)	)	PUNCT
spir-8789	28	4	for	for	ADP
spir-8789	28	5	further	further	ADJ
spir-8789	28	6	discussion	discussion	NOUN
spir-8789	28	7	of	of	ADP
spir-8789	28	8	the	the	DET
spir-8789	28	9	use	use	NOUN
spir-8789	28	10	of	of	ADP
spir-8789	28	11	keyboard	keyboard	NOUN
spir-8789	28	12	usage	usage	NOUN
spir-8789	28	13	as	as	ADP
spir-8789	28	14	a	a	DET
spir-8789	28	15	marker	marker	NOUN
spir-8789	28	16	of	of	ADP
spir-8789	28	17	expertise	expertise	NOUN
spir-8789	28	18	)	)	PUNCT
spir-8789	28	19	.	.	PUNCT
spir-8789	29	1	additionally	additionally	ADV
spir-8789	29	2	,	,	PUNCT
spir-8789	29	3	when	when	SCONJ
spir-8789	29	4	inspecting	inspect	VERB
spir-8789	29	5	their	their	PRON
spir-8789	29	6	inventory	inventory	NOUN
spir-8789	29	7	at	at	ADP
spir-8789	29	8	the	the	DET
spir-8789	29	9	end	end	NOUN
spir-8789	29	10	of	of	ADP
spir-8789	29	11	their	their	PRON
spir-8789	29	12	final	final	ADJ
spir-8789	29	13	session	session	NOUN
spir-8789	29	14	,	,	PUNCT
spir-8789	29	15	very	very	ADV
spir-8789	29	16	little	little	ADJ
spir-8789	29	17	in	in	ADP
spir-8789	29	18	-	-	PUNCT
spir-8789	29	19	game	game	NOUN
spir-8789	29	20	wealth	wealth	NOUN
spir-8789	29	21	had	have	AUX
spir-8789	29	22	been	be	AUX
spir-8789	29	23	collected	collect	VERB
spir-8789	29	24	over	over	ADP
spir-8789	29	25	the	the	DET
spir-8789	29	26	course	course	NOUN
spir-8789	29	27	of	of	ADP
spir-8789	29	28	their	their	PRON
spir-8789	29	29	two	two	NUM
spir-8789	29	30	multi	multi	ADJ
spir-8789	29	31	-	-	ADJ
spir-8789	29	32	hour	hour	NOUN
spir-8789	29	33	visits	visit	NOUN
spir-8789	29	34	to	to	ADP
spir-8789	29	35	the	the	DET
spir-8789	29	36	lab	lab	NOUN
spir-8789	29	37	.	.	PUNCT
spir-8789	30	1	while	while	SCONJ
spir-8789	30	2	the	the	DET
spir-8789	30	3	number	number	NOUN
spir-8789	30	4	of	of	ADP
spir-8789	30	5	key	key	ADJ
spir-8789	30	6	presses	press	NOUN
spir-8789	30	7	and	and	CCONJ
spir-8789	30	8	wealth	wealth	NOUN
spir-8789	30	9	accumulation	accumulation	NOUN
spir-8789	30	10	are	be	AUX
spir-8789	30	11	two	two	NUM
spir-8789	30	12	fairly	fairly	ADV
spir-8789	30	13	reliable	reliable	ADJ
spir-8789	30	14	measures	measure	NOUN
spir-8789	30	15	by	by	ADP
spir-8789	30	16	which	which	PRON
spir-8789	30	17	we	we	PRON
spir-8789	30	18	could	could	AUX
spir-8789	30	19	assess	assess	VERB
spir-8789	30	20	most	most	ADJ
spir-8789	30	21	of	of	ADP
spir-8789	30	22	our	our	PRON
spir-8789	30	23	participants	participant	NOUN
spir-8789	30	24	’	'	PUNCT
spir-8789	30	25	expertise	expertise	NOUN
spir-8789	30	26	–	–	PUNCT
spir-8789	30	27	in	in	ADP
spir-8789	30	28	this	this	DET
spir-8789	30	29	case	case	NOUN
spir-8789	30	30	the	the	DET
spir-8789	30	31	participant	participant	NOUN
spir-8789	30	32	falls	fall	VERB
spir-8789	30	33	in	in	ADP
spir-8789	30	34	line	line	NOUN
spir-8789	30	35	with	with	ADP
spir-8789	30	36	patterns	pattern	NOUN
spir-8789	30	37	of	of	ADP
spir-8789	30	38	key	key	ADJ
spir-8789	30	39	presses	press	NOUN
spir-8789	30	40	and	and	CCONJ
spir-8789	30	41	wealth	wealth	NOUN
spir-8789	30	42	accumulation	accumulation	NOUN
spir-8789	30	43	frequently	frequently	ADV
spir-8789	30	44	associated	associate	VERB
spir-8789	30	45	with	with	ADP
spir-8789	30	46	novice	novice	NOUN
spir-8789	30	47	play	play	NOUN
spir-8789	30	48	–	–	PUNCT
spir-8789	30	49	it	it	PRON
spir-8789	30	50	is	be	AUX
spir-8789	30	51	only	only	ADV
spir-8789	30	52	when	when	SCONJ
spir-8789	30	53	the	the	DET
spir-8789	30	54	video	video	NOUN
spir-8789	30	55	recordings	recording	NOUN
spir-8789	30	56	and	and	CCONJ
spir-8789	30	57	research	research	NOUN
spir-8789	30	58	field	field	NOUN
spir-8789	30	59	notes	note	NOUN
spir-8789	30	60	were	be	AUX
spir-8789	30	61	consulted	consult	VERB
spir-8789	30	62	that	that	SCONJ
spir-8789	30	63	we	we	PRON
spir-8789	30	64	got	get	VERB
spir-8789	30	65	‘	'	PUNCT
spir-8789	30	66	the	the	DET
spir-8789	30	67	full	full	ADJ
spir-8789	30	68	picture	picture	NOUN
spir-8789	30	69	’	'	PUNCT
spir-8789	30	70	.	.	PUNCT
spir-8789	31	1	we	we	PRON
spir-8789	31	2	realized	realize	VERB
spir-8789	31	3	that	that	SCONJ
spir-8789	31	4	while	while	SCONJ
spir-8789	31	5	in	in	ADP
spir-8789	31	6	-	-	PUNCT
spir-8789	31	7	game	game	NOUN
spir-8789	31	8	metrics	metric	NOUN
spir-8789	31	9	indicate	indicate	VERB
spir-8789	31	10	that	that	SCONJ
spir-8789	31	11	a	a	DET
spir-8789	31	12	participant	participant	NOUN
spir-8789	31	13	’s	’s	PART
spir-8789	31	14	avatar	avatar	NOUN
spir-8789	31	15	was	be	AUX
spir-8789	31	16	idle	idle	ADJ
spir-8789	31	17	or	or	CCONJ
spir-8789	31	18	wandered	wander	VERB
spir-8789	31	19	aimlessly	aimlessly	ADV
spir-8789	31	20	for	for	ADP
spir-8789	31	21	much	much	ADJ
spir-8789	31	22	of	of	ADP
spir-8789	31	23	their	their	PRON
spir-8789	31	24	time	time	NOUN
spir-8789	31	25	spent	spend	VERB
spir-8789	31	26	in	in	ADP
spir-8789	31	27	-	-	PUNCT
spir-8789	31	28	game	game	NOUN
spir-8789	31	29	,	,	PUNCT
spir-8789	31	30	these	these	DET
spir-8789	31	31	metrics	metric	NOUN
spir-8789	31	32	did	do	AUX
spir-8789	31	33	not	not	PART
spir-8789	31	34	capture	capture	VERB
spir-8789	31	35	the	the	DET
spir-8789	31	36	‘	'	PUNCT
spir-8789	31	37	backchannel	backchannel	NOUN
spir-8789	31	38	’	'	PUNCT
spir-8789	31	39	where	where	SCONJ
spir-8789	31	40	some	some	PRON
spir-8789	31	41	of	of	ADP
spir-8789	31	42	our	our	PRON
spir-8789	31	43	apparently	apparently	ADV
spir-8789	31	44	inexpert	inexpert	ADJ
spir-8789	31	45	participants	participant	NOUN
spir-8789	31	46	were	be	AUX
spir-8789	31	47	verbally	verbally	ADV
spir-8789	31	48	explaining	explain	VERB
spir-8789	31	49	the	the	DET
spir-8789	31	50	basics	basic	NOUN
spir-8789	31	51	of	of	ADP
spir-8789	31	52	the	the	DET
spir-8789	31	53	game	game	NOUN
spir-8789	31	54	mechanics	mechanic	NOUN
spir-8789	31	55	to	to	ADP
spir-8789	31	56	their	their	PRON
spir-8789	31	57	co	co	ADJ
spir-8789	31	58	-	-	ADJ
spir-8789	31	59	located	locate	VERB
spir-8789	31	60	participants	participant	NOUN
spir-8789	31	61	.	.	PUNCT
spir-8789	32	1	observational	observational	ADJ
spir-8789	32	2	data	datum	NOUN
spir-8789	32	3	indicated	indicate	VERB
spir-8789	32	4	that	that	SCONJ
spir-8789	32	5	not	not	PART
spir-8789	32	6	only	only	ADV
spir-8789	32	7	were	be	AUX
spir-8789	32	8	such	such	ADJ
spir-8789	32	9	players	player	NOUN
spir-8789	32	10	well	well	ADV
spir-8789	32	11	versed	verse	VERB
spir-8789	32	12	in	in	ADP
spir-8789	32	13	the	the	DET
spir-8789	32	14	mechanics	mechanic	NOUN
spir-8789	32	15	of	of	ADP
spir-8789	32	16	a	a	DET
spir-8789	32	17	fantasybased	fantasybased	ADJ
spir-8789	32	18	gameworld	gameworld	NOUN
spir-8789	32	19	,	,	PUNCT
spir-8789	32	20	they	they	PRON
spir-8789	32	21	were	be	AUX
spir-8789	32	22	experienced	experience	VERB
spir-8789	32	23	enough	enough	ADV
spir-8789	32	24	that	that	SCONJ
spir-8789	32	25	they	they	PRON
spir-8789	32	26	could	could	AUX
spir-8789	32	27	provide	provide	VERB
spir-8789	32	28	detailed	detailed	ADJ
spir-8789	32	29	instructions	instruction	NOUN
spir-8789	32	30	to	to	ADP
spir-8789	32	31	two	two	NUM
spir-8789	32	32	first	first	ADJ
spir-8789	32	33	time	time	NOUN
spir-8789	32	34	rift	rift	NOUN
spir-8789	32	35	players	player	NOUN
spir-8789	32	36	.	.	PUNCT
spir-8789	33	1	proponents	proponent	NOUN
spir-8789	33	2	of	of	ADP
spir-8789	33	3	large	large	ADJ
spir-8789	33	4	scale	scale	NOUN
spir-8789	33	5	data	datum	NOUN
spir-8789	33	6	mapping	mapping	NOUN
spir-8789	33	7	argue	argue	VERB
spir-8789	33	8	for	for	ADP
spir-8789	33	9	its	its	PRON
spir-8789	33	10	advantages	advantage	NOUN
spir-8789	33	11	over	over	ADP
spir-8789	33	12	the	the	DET
spir-8789	33	13	smaller	small	ADJ
spir-8789	33	14	scale	scale	NOUN
spir-8789	33	15	studies	study	NOUN
spir-8789	33	16	,	,	PUNCT
spir-8789	33	17	namely	namely	ADV
spir-8789	33	18	that	that	SCONJ
spir-8789	33	19	studying	study	VERB
spir-8789	33	20	a	a	DET
spir-8789	33	21	complete	complete	ADJ
spir-8789	33	22	mmog	mmog	NOUN
spir-8789	33	23	population	population	NOUN
spir-8789	33	24	means	mean	VERB
spir-8789	33	25	there	there	PRON
spir-8789	33	26	is	be	VERB
spir-8789	33	27	no	no	DET
spir-8789	33	28	risk	risk	NOUN
spir-8789	33	29	of	of	ADP
spir-8789	33	30	sampling	sample	VERB
spir-8789	33	31	bias	bias	NOUN
spir-8789	33	32	,	,	PUNCT
spir-8789	33	33	as	as	SCONJ
spir-8789	33	34	all	all	DET
spir-8789	33	35	players	player	NOUN
spir-8789	33	36	are	be	AUX
spir-8789	33	37	included	include	VERB
spir-8789	33	38	in	in	ADP
spir-8789	33	39	the	the	DET
spir-8789	33	40	sample	sample	NOUN
spir-8789	33	41	,	,	PUNCT
spir-8789	33	42	and	and	CCONJ
spir-8789	33	43	that	that	SCONJ
spir-8789	33	44	with	with	ADP
spir-8789	33	45	data	datum	NOUN
spir-8789	33	46	being	be	AUX
spir-8789	33	47	collected	collect	VERB
spir-8789	33	48	at	at	ADP
spir-8789	33	49	the	the	DET
spir-8789	33	50	server	server	NOUN
spir-8789	33	51	level	level	NOUN
spir-8789	33	52	,	,	PUNCT
spir-8789	33	53	players	player	NOUN
spir-8789	33	54	are	be	AUX
spir-8789	33	55	unaware	unaware	ADJ
spir-8789	33	56	that	that	SCONJ
spir-8789	33	57	they	they	PRON
spir-8789	33	58	are	be	AUX
spir-8789	33	59	being	be	AUX
spir-8789	33	60	studied	study	VERB
spir-8789	33	61	,	,	PUNCT
spir-8789	33	62	and	and	CCONJ
spir-8789	33	63	so	so	ADV
spir-8789	33	64	are	be	AUX
spir-8789	33	65	less	less	ADV
spir-8789	33	66	likely	likely	ADJ
spir-8789	33	67	to	to	PART
spir-8789	33	68	change	change	VERB
spir-8789	33	69	their	their	PRON
spir-8789	33	70	behaviour	behaviour	NOUN
spir-8789	33	71	than	than	SCONJ
spir-8789	33	72	they	they	PRON
spir-8789	33	73	might	might	AUX
spir-8789	33	74	if	if	SCONJ
spir-8789	33	75	they	they	PRON
spir-8789	33	76	knew	know	VERB
spir-8789	33	77	they	they	PRON
spir-8789	33	78	were	be	AUX
spir-8789	33	79	being	be	AUX
spir-8789	33	80	observed	observe	VERB
spir-8789	33	81	by	by	ADP
spir-8789	33	82	a	a	DET
spir-8789	33	83	researcher	researcher	NOUN
spir-8789	33	84	(	(	PUNCT
spir-8789	33	85	williams	williams	PROPN
spir-8789	33	86	,	,	PUNCT
spir-8789	33	87	2010	2010	NUM
spir-8789	33	88	,	,	PUNCT
spir-8789	33	89	464–456	464–456	NUM
spir-8789	33	90	)	)	PUNCT
spir-8789	33	91	.	.	PUNCT
spir-8789	34	1	what	what	PRON
spir-8789	34	2	we	we	PRON
spir-8789	34	3	saw	see	VERB
spir-8789	34	4	,	,	PUNCT
spir-8789	34	5	by	by	ADP
spir-8789	34	6	contrast	contrast	NOUN
spir-8789	34	7	,	,	PUNCT
spir-8789	34	8	was	be	AUX
spir-8789	34	9	how	how	SCONJ
spir-8789	34	10	a	a	DET
spir-8789	34	11	limited	limited	ADJ
spir-8789	34	12	a	a	DET
spir-8789	34	13	‘	'	PUNCT
spir-8789	34	14	snap	snap	ADJ
spir-8789	34	15	shot	shot	NOUN
spir-8789	34	16	’	'	PUNCT
spir-8789	34	17	,	,	PUNCT
spir-8789	34	18	context	context	NOUN
spir-8789	34	19	free	free	ADJ
spir-8789	34	20	approach	approach	NOUN
spir-8789	34	21	to	to	ADP
spir-8789	34	22	data	data	NOUN
spir-8789	34	23	collection	collection	NOUN
spir-8789	34	24	would	would	AUX
spir-8789	34	25	have	have	AUX
spir-8789	34	26	led	lead	VERB
spir-8789	34	27	to	to	PART
spir-8789	34	28	inaccurate	inaccurate	ADJ
spir-8789	34	29	labeling	labeling	NOUN
spir-8789	34	30	of	of	ADP
spir-8789	34	31	players	player	NOUN
spir-8789	34	32	.	.	PUNCT
spir-8789	35	1	instead	instead	ADV
spir-8789	35	2	we	we	PRON
spir-8789	35	3	were	be	AUX
spir-8789	35	4	able	able	ADJ
spir-8789	35	5	to	to	PART
spir-8789	35	6	identify	identify	VERB
spir-8789	35	7	highly	highly	ADV
spir-8789	35	8	skilled	skilled	ADJ
spir-8789	35	9	players	player	NOUN
spir-8789	35	10	who	who	PRON
spir-8789	35	11	on	on	ADP
spir-8789	35	12	the	the	DET
spir-8789	35	13	face	face	NOUN
spir-8789	35	14	of	of	ADP
spir-8789	35	15	it	it	PRON
spir-8789	35	16	looked	look	VERB
spir-8789	35	17	as	as	SCONJ
spir-8789	35	18	if	if	SCONJ
spir-8789	35	19	they	they	PRON
spir-8789	35	20	were	be	AUX
spir-8789	35	21	novices	novice	NOUN
spir-8789	35	22	(	(	PUNCT
spir-8789	35	23	they	they	PRON
spir-8789	35	24	had	have	AUX
spir-8789	35	25	little	little	ADJ
spir-8789	35	26	gold	gold	NOUN
spir-8789	35	27	or	or	CCONJ
spir-8789	35	28	did	do	AUX
spir-8789	35	29	not	not	PART
spir-8789	35	30	pick	pick	VERB
spir-8789	35	31	up	up	ADP
spir-8789	35	32	items	item	NOUN
spir-8789	35	33	)	)	PUNCT
spir-8789	35	34	,	,	PUNCT
spir-8789	35	35	but	but	CCONJ
spir-8789	35	36	when	when	SCONJ
spir-8789	35	37	fuller	full	ADJ
spir-8789	35	38	contextualization	contextualization	NOUN
spir-8789	35	39	was	be	AUX
spir-8789	35	40	possible	possible	ADJ
spir-8789	35	41	,	,	PUNCT
spir-8789	35	42	proved	prove	VERB
spir-8789	35	43	to	to	PART
spir-8789	35	44	be	be	AUX
spir-8789	35	45	expert	expert	ADJ
spir-8789	35	46	players	player	NOUN
spir-8789	35	47	who	who	PRON
spir-8789	35	48	were	be	AUX
spir-8789	35	49	mobilizing	mobilize	VERB
spir-8789	35	50	their	their	PRON
spir-8789	35	51	expertise	expertise	NOUN
spir-8789	35	52	to	to	PART
spir-8789	35	53	assist	assist	VERB
spir-8789	35	54	other	other	ADJ
spir-8789	35	55	players	player	NOUN
spir-8789	35	56	,	,	PUNCT
spir-8789	35	57	who	who	PRON
spir-8789	35	58	were	be	AUX
spir-8789	35	59	expert	expert	ADJ
spir-8789	35	60	players	player	NOUN
spir-8789	35	61	in	in	ADP
spir-8789	35	62	a	a	DET
spir-8789	35	63	different	different	ADJ
spir-8789	35	64	genre	genre	NOUN
spir-8789	35	65	of	of	ADP
spir-8789	35	66	game	game	NOUN
spir-8789	35	67	.	.	PUNCT
spir-8789	36	1	what	what	PRON
spir-8789	36	2	became	become	VERB
spir-8789	36	3	apparent	apparent	ADJ
spir-8789	36	4	was	be	AUX
spir-8789	36	5	that	that	SCONJ
spir-8789	36	6	,	,	PUNCT
spir-8789	36	7	notwithstanding	notwithstanding	ADP
spir-8789	36	8	the	the	DET
spir-8789	36	9	acknowledged	acknowledge	VERB
spir-8789	36	10	‘	'	PUNCT
spir-8789	36	11	artificiality	artificiality	NOUN
spir-8789	36	12	’	'	PUNCT
spir-8789	36	13	of	of	ADP
spir-8789	36	14	lab	lab	NOUN
spir-8789	36	15	-	-	PUNCT
spir-8789	36	16	based	base	VERB
spir-8789	36	17	gameplay	gameplay	NOUN
spir-8789	36	18	studies	study	NOUN
spir-8789	36	19	,	,	PUNCT
spir-8789	36	20	they	they	PRON
spir-8789	36	21	prove	prove	VERB
spir-8789	36	22	to	to	PART
spir-8789	36	23	be	be	AUX
spir-8789	36	24	a	a	DET
spir-8789	36	25	powerful	powerful	ADJ
spir-8789	36	26	and	and	CCONJ
spir-8789	36	27	invaluable	invaluable	ADJ
spir-8789	36	28	source	source	NOUN
spir-8789	36	29	of	of	ADP
spir-8789	36	30	information	information	NOUN
spir-8789	36	31	about	about	ADP
spir-8789	36	32	the	the	DET
spir-8789	36	33	complexity	complexity	NOUN
spir-8789	36	34	of	of	ADP
spir-8789	36	35	levels	level	NOUN
spir-8789	36	36	and	and	CCONJ
spir-8789	36	37	kinds	kind	NOUN
spir-8789	36	38	of	of	ADP
spir-8789	36	39	play	play	NOUN
spir-8789	36	40	that	that	PRON
spir-8789	36	41	simply	simply	ADV
spir-8789	36	42	can	can	AUX
spir-8789	36	43	not	not	PART
spir-8789	36	44	be	be	AUX
spir-8789	36	45	captured	capture	VERB
spir-8789	36	46	through	through	ADP
spir-8789	36	47	server	server	NOUN
spir-8789	36	48	-	-	PUNCT
spir-8789	36	49	side	side	NOUN
spir-8789	36	50	data	datum	NOUN
spir-8789	36	51	capture	capture	NOUN
spir-8789	36	52	,	,	PUNCT
spir-8789	36	53	and	and	CCONJ
spir-8789	36	54	alert	alert	VERB
spir-8789	36	55	us	we	PRON
spir-8789	36	56	to	to	ADP
spir-8789	36	57	the	the	DET
spir-8789	36	58	value	value	NOUN
spir-8789	36	59	of	of	ADP
spir-8789	36	60	alternative	alternative	ADJ
spir-8789	36	61	methodologies	methodology	NOUN
spir-8789	36	62	,	,	PUNCT
spir-8789	36	63	in	in	ADP
spir-8789	36	64	particular	particular	ADJ
spir-8789	36	65	the	the	DET
spir-8789	36	66	importance	importance	NOUN
spir-8789	36	67	of	of	ADP
spir-8789	36	68	specifying	specify	VERB
spir-8789	36	69	the	the	DET
spir-8789	36	70	relations	relation	NOUN
spir-8789	36	71	of	of	ADP
spir-8789	36	72	methods	method	NOUN
spir-8789	36	73	to	to	ADP
spir-8789	36	74	outcomes	outcome	NOUN
spir-8789	36	75	,	,	PUNCT
spir-8789	36	76	selected	select	VERB
spir-8789	36	77	papers	paper	NOUN
spir-8789	36	78	of	of	ADP
spir-8789	36	79	internet	internet	NOUN
spir-8789	36	80	research	research	NOUN
spir-8789	36	81	14.0	14.0	NUM
spir-8789	36	82	,	,	PUNCT
spir-8789	36	83	2013	2013	NUM
spir-8789	36	84	:	:	PUNCT
spir-8789	36	85	denver	denver	PROPN
spir-8789	36	86	,	,	PUNCT
spir-8789	36	87	usa	usa	PROPN
spir-8789	36	88	3	3	NUM
spir-8789	36	89	closely	closely	ADV
spir-8789	36	90	attending	attend	VERB
spir-8789	36	91	both	both	PRON
spir-8789	36	92	to	to	ADP
spir-8789	36	93	what	what	PRON
spir-8789	36	94	is	be	AUX
spir-8789	36	95	clarified	clarify	VERB
spir-8789	36	96	and	and	CCONJ
spir-8789	36	97	what	what	PRON
spir-8789	36	98	is	be	AUX
spir-8789	36	99	obscured	obscure	VERB
spir-8789	36	100	by	by	ADP
spir-8789	36	101	the	the	DET
spir-8789	36	102	‘	'	PUNCT
spir-8789	36	103	actor	actor	NOUN
spir-8789	36	104	network	network	NOUN
spir-8789	36	105	’	'	PUNCT
spir-8789	36	106	through	through	ADP
spir-8789	36	107	which	which	PRON
spir-8789	36	108	we	we	PRON
spir-8789	36	109	carry	carry	VERB
spir-8789	36	110	out	out	ADP
spir-8789	36	111	our	our	PRON
spir-8789	36	112	investigations	investigation	NOUN
spir-8789	36	113	.	.	PUNCT
spir-8789	37	1	references	reference	NOUN
spir-8789	37	2	bergstrom	bergstrom	PROPN
spir-8789	37	3	,	,	PUNCT
spir-8789	37	4	k.	k.	PROPN
spir-8789	37	5	(	(	PUNCT
spir-8789	37	6	2012	2012	NUM
spir-8789	37	7	)	)	PUNCT
spir-8789	37	8	.	.	PUNCT
spir-8789	38	1	“	"	PUNCT
spir-8789	38	2	a	a	DET
spir-8789	38	3	counter	counter	NOUN
spir-8789	38	4	-	-	NOUN
spir-8789	38	5	terrorist	terrorist	ADJ
spir-8789	38	6	in	in	ADP
spir-8789	38	7	king	king	PROPN
spir-8789	38	8	arthur	arthur	PROPN
spir-8789	38	9	’s	’s	PROPN
spir-8789	38	10	court	court	PROPN
spir-8789	38	11	:	:	PUNCT
spir-8789	38	12	does	do	AUX
spir-8789	38	13	fps	fps	VERB
spir-8789	38	14	expertise	expertise	NOUN
spir-8789	38	15	transfer	transfer	NOUN
spir-8789	38	16	to	to	ADP
spir-8789	38	17	a	a	DET
spir-8789	38	18	mmog	mmog	NOUN
spir-8789	38	19	?	?	PUNCT
spir-8789	38	20	”	"	PUNCT
spir-8789	38	21	presentation	presentation	NOUN
spir-8789	38	22	as	as	ADP
spir-8789	38	23	part	part	NOUN
spir-8789	38	24	of	of	ADP
spir-8789	38	25	“	"	PUNCT
spir-8789	38	26	traveling	travel	VERB
spir-8789	38	27	circuits	circuit	NOUN
spir-8789	38	28	:	:	PUNCT
spir-8789	38	29	studying	study	VERB
spir-8789	38	30	assemblages	assemblage	NOUN
spir-8789	38	31	in	in	ADP
spir-8789	38	32	and	and	CCONJ
spir-8789	38	33	across	across	ADP
spir-8789	38	34	multiple	multiple	ADJ
spir-8789	38	35	online	online	ADJ
spir-8789	38	36	games	game	NOUN
spir-8789	38	37	”	"	PUNCT
spir-8789	38	38	,	,	PUNCT
spir-8789	38	39	nick	nick	PROPN
spir-8789	38	40	taylor	taylor	PROPN
spir-8789	38	41	(	(	PUNCT
spir-8789	38	42	chair	chair	PROPN
spir-8789	38	43	)	)	PUNCT
spir-8789	38	44	,	,	PUNCT
spir-8789	38	45	at	at	ADP
spir-8789	38	46	association	association	NOUN
spir-8789	38	47	of	of	ADP
spir-8789	38	48	internet	internet	NOUN
spir-8789	38	49	researchers	researcher	NOUN
spir-8789	38	50	–	–	PUNCT
spir-8789	38	51	ir13	ir13	PROPN
spir-8789	38	52	.	.	PUNCT
spir-8789	39	1	salford	salford	PROPN
spir-8789	39	2	,	,	PUNCT
spir-8789	39	3	uk	uk	PROPN
spir-8789	39	4	:	:	PUNCT
spir-8789	39	5	october	october	PROPN
spir-8789	39	6	21	21	NUM
spir-8789	39	7	-	-	SYM
spir-8789	39	8	23	23	NUM
spir-8789	39	9	,	,	PUNCT
spir-8789	39	10	2012	2012	NUM
spir-8789	39	11	.	.	PUNCT
spir-8789	40	1	bergstrom	bergstrom	PROPN
spir-8789	40	2	,	,	PUNCT
spir-8789	40	3	k.	k.	PROPN
spir-8789	40	4	,	,	PUNCT
spir-8789	40	5	jenson	jenson	PROPN
spir-8789	40	6	,	,	PUNCT
spir-8789	40	7	j.	j.	PROPN
spir-8789	40	8	,	,	PUNCT
spir-8789	40	9	&	&	CCONJ
spir-8789	40	10	de	de	PROPN
spir-8789	40	11	castell	castell	PROPN
spir-8789	40	12	,	,	PUNCT
spir-8789	40	13	s.	s.	PROPN
spir-8789	40	14	(	(	PUNCT
spir-8789	40	15	2012	2012	NUM
spir-8789	40	16	)	)	PUNCT
spir-8789	40	17	.	.	PUNCT
spir-8789	41	1	what	what	PRON
spir-8789	41	2	’s	’	VERB
spir-8789	41	3	‘	'	PUNCT
spir-8789	41	4	choice	choice	NOUN
spir-8789	41	5	’	'	PUNCT
spir-8789	41	6	got	get	VERB
spir-8789	41	7	to	to	PART
spir-8789	41	8	do	do	VERB
spir-8789	41	9	with	with	ADP
spir-8789	41	10	it	it	PRON
spir-8789	41	11	?	?	PUNCT
spir-8789	41	12	:	:	PUNCT
spir-8789	41	13	avatar	avatar	ADJ
spir-8789	41	14	selection	selection	NOUN
spir-8789	41	15	differences	difference	NOUN
spir-8789	41	16	between	between	ADP
spir-8789	41	17	novice	novice	NOUN
spir-8789	41	18	and	and	CCONJ
spir-8789	41	19	expert	expert	NOUN
spir-8789	41	20	players	player	NOUN
spir-8789	41	21	of	of	ADP
spir-8789	41	22	world	world	NOUN
spir-8789	41	23	of	of	ADP
spir-8789	41	24	warcraft	warcraft	NOUN
spir-8789	41	25	and	and	CCONJ
spir-8789	41	26	rift	rift	NOUN
spir-8789	41	27	.	.	PUNCT
spir-8789	42	1	in	in	ADP
spir-8789	42	2	proceedings	proceeding	NOUN
spir-8789	42	3	of	of	ADP
spir-8789	42	4	the	the	DET
spir-8789	42	5	international	international	ADJ
spir-8789	42	6	conference	conference	NOUN
spir-8789	42	7	on	on	ADP
spir-8789	42	8	the	the	DET
spir-8789	42	9	foundations	foundation	NOUN
spir-8789	42	10	of	of	ADP
spir-8789	42	11	digital	digital	ADJ
spir-8789	42	12	games	game	NOUN
spir-8789	42	13	(	(	PUNCT
spir-8789	42	14	pp	pp	ADJ
spir-8789	42	15	.	.	PUNCT
spir-8789	42	16	97	97	NUM
spir-8789	42	17	-	-	SYM
spir-8789	42	18	104	104	NUM
spir-8789	42	19	)	)	PUNCT
spir-8789	42	20	acm	acm	PROPN
spir-8789	42	21	.	.	PUNCT
spir-8789	42	22	harvey	harvey	PROPN
spir-8789	42	23	,	,	PUNCT
spir-8789	42	24	a.	a.	PROPN
spir-8789	42	25	&	&	CCONJ
spir-8789	42	26	ferguson	ferguson	PROPN
spir-8789	42	27	,	,	PUNCT
spir-8789	42	28	c.	c.	PROPN
spir-8789	42	29	(	(	PUNCT
spir-8789	42	30	2012	2012	NUM
spir-8789	42	31	)	)	PUNCT
spir-8789	42	32	.	.	PUNCT
spir-8789	43	1	“	"	PUNCT
spir-8789	43	2	leadership	leadership	NOUN
spir-8789	43	3	in	in	ADP
spir-8789	43	4	context	context	NOUN
spir-8789	43	5	:	:	PUNCT
spir-8789	43	6	the	the	DET
spir-8789	43	7	contingencies	contingency	NOUN
spir-8789	43	8	,	,	PUNCT
spir-8789	43	9	affordances	affordance	NOUN
spir-8789	43	10	,	,	PUNCT
spir-8789	43	11	and	and	CCONJ
spir-8789	43	12	competencies	competency	NOUN
spir-8789	43	13	producing	produce	VERB
spir-8789	43	14	leaders	leader	NOUN
spir-8789	43	15	in	in	ADP
spir-8789	43	16	massively	massively	ADV
spir-8789	43	17	-	-	PUNCT
spir-8789	43	18	multiplayer	multiplayer	NOUN
spir-8789	43	19	online	online	ADJ
spir-8789	43	20	play	play	NOUN
spir-8789	43	21	”	"	PUNCT
spir-8789	43	22	.	.	PUNCT
spir-8789	44	1	presentation	presentation	NOUN
spir-8789	44	2	as	as	ADP
spir-8789	44	3	part	part	NOUN
spir-8789	44	4	of	of	ADP
spir-8789	44	5	“	"	PUNCT
spir-8789	44	6	traveling	travel	VERB
spir-8789	44	7	circuits	circuit	NOUN
spir-8789	44	8	:	:	PUNCT
spir-8789	44	9	studying	study	VERB
spir-8789	44	10	assemblages	assemblage	NOUN
spir-8789	44	11	in	in	ADP
spir-8789	44	12	and	and	CCONJ
spir-8789	44	13	across	across	ADP
spir-8789	44	14	multiple	multiple	ADJ
spir-8789	44	15	online	online	ADJ
spir-8789	44	16	games	game	NOUN
spir-8789	44	17	”	"	PUNCT
spir-8789	44	18	,	,	PUNCT
spir-8789	44	19	nick	nick	PROPN
spir-8789	44	20	taylor	taylor	PROPN
spir-8789	44	21	(	(	PUNCT
spir-8789	44	22	chair	chair	PROPN
spir-8789	44	23	)	)	PUNCT
spir-8789	44	24	,	,	PUNCT
spir-8789	44	25	at	at	ADP
spir-8789	44	26	association	association	NOUN
spir-8789	44	27	of	of	ADP
spir-8789	44	28	internet	internet	NOUN
spir-8789	44	29	researchers	researcher	NOUN
spir-8789	44	30	–	–	PUNCT
spir-8789	44	31	ir13	ir13	PROPN
spir-8789	44	32	.	.	PUNCT
spir-8789	45	1	salford	salford	PROPN
spir-8789	45	2	,	,	PUNCT
spir-8789	45	3	uk	uk	PROPN
spir-8789	45	4	:	:	PUNCT
spir-8789	45	5	october	october	PROPN
spir-8789	45	6	21	21	NUM
spir-8789	45	7	-	-	SYM
spir-8789	45	8	23	23	NUM
spir-8789	45	9	,	,	PUNCT
spir-8789	45	10	2012	2012	NUM
spir-8789	45	11	.	.	PUNCT
spir-8789	46	1	latour	latour	PROPN
spir-8789	46	2	,	,	PUNCT
spir-8789	46	3	b.	b.	PROPN
spir-8789	46	4	(	(	PUNCT
spir-8789	46	5	1987	1987	NUM
spir-8789	46	6	)	)	PUNCT
spir-8789	46	7	.	.	PUNCT
spir-8789	47	1	science	science	NOUN
spir-8789	47	2	in	in	ADP
spir-8789	47	3	action	action	NOUN
spir-8789	47	4	:	:	PUNCT
spir-8789	47	5	how	how	SCONJ
spir-8789	47	6	to	to	PART
spir-8789	47	7	follow	follow	VERB
spir-8789	47	8	scientists	scientist	NOUN
spir-8789	47	9	and	and	CCONJ
spir-8789	47	10	engineers	engineer	NOUN
spir-8789	47	11	through	through	ADP
spir-8789	47	12	society	society	NOUN
spir-8789	47	13	.	.	PUNCT
spir-8789	48	1	harvard	harvard	PROPN
spir-8789	48	2	university	university	PROPN
spir-8789	48	3	press	press	NOUN
spir-8789	48	4	.	.	PUNCT
spir-8789	49	1	latour	latour	PROPN
spir-8789	49	2	,	,	PUNCT
spir-8789	49	3	b.	b.	PROPN
spir-8789	49	4	(	(	PUNCT
spir-8789	49	5	1992	1992	NUM
spir-8789	49	6	)	)	PUNCT
spir-8789	49	7	.	.	PUNCT
spir-8789	50	1	where	where	SCONJ
spir-8789	50	2	are	be	AUX
spir-8789	50	3	the	the	DET
spir-8789	50	4	missing	miss	VERB
spir-8789	50	5	masses	masse	NOUN
spir-8789	50	6	?	?	PUNCT
spir-8789	51	1	the	the	DET
spir-8789	51	2	sociology	sociology	NOUN
spir-8789	51	3	of	of	ADP
spir-8789	51	4	a	a	DET
spir-8789	51	5	few	few	ADJ
spir-8789	51	6	mundane	mundane	ADJ
spir-8789	51	7	artifacts	artifact	NOUN
spir-8789	51	8	.	.	PUNCT
spir-8789	52	1	shaping	shape	VERB
spir-8789	52	2	technology	technology	NOUN
spir-8789	52	3	/	/	SYM
spir-8789	52	4	building	building	NOUN
spir-8789	52	5	society	society	NOUN
spir-8789	52	6	:	:	PUNCT
spir-8789	52	7	studies	study	NOUN
spir-8789	52	8	in	in	ADP
spir-8789	52	9	sociotechnical	sociotechnical	ADJ
spir-8789	52	10	change	change	NOUN
spir-8789	52	11	,	,	PUNCT
spir-8789	52	12	225	225	NUM
spir-8789	52	13	-	-	SYM
spir-8789	52	14	258	258	NUM
spir-8789	52	15	.	.	PUNCT
spir-8789	53	1	latour	latour	PROPN
spir-8789	53	2	,	,	PUNCT
spir-8789	53	3	b.	b.	PROPN
spir-8789	53	4	(	(	PUNCT
spir-8789	53	5	2005	2005	NUM
spir-8789	53	6	)	)	PUNCT
spir-8789	53	7	.	.	PUNCT
spir-8789	54	1	reassembling	reassemble	VERB
spir-8789	54	2	the	the	DET
spir-8789	54	3	social	social	ADJ
spir-8789	54	4	-	-	PUNCT
spir-8789	54	5	an	an	DET
spir-8789	54	6	introduction	introduction	NOUN
spir-8789	54	7	to	to	ADP
spir-8789	54	8	actor	actor	NOUN
spir-8789	54	9	-	-	PUNCT
spir-8789	54	10	network	network	NOUN
spir-8789	54	11	-	-	PUNCT
spir-8789	54	12	theory	theory	NOUN
spir-8789	54	13	.	.	PUNCT
spir-8789	55	1	reassembling	reassemble	VERB
spir-8789	55	2	the	the	DET
spir-8789	55	3	social	social	ADJ
spir-8789	55	4	-	-	PUNCT
spir-8789	55	5	an	an	DET
spir-8789	55	6	introduction	introduction	NOUN
spir-8789	55	7	to	to	ADP
spir-8789	55	8	actor	actor	NOUN
spir-8789	55	9	-	-	PUNCT
spir-8789	55	10	network	network	NOUN
spir-8789	55	11	-	-	PUNCT
spir-8789	55	12	theory	theory	NOUN
spir-8789	55	13	.	.	PUNCT
spir-8789	56	1	oxford	oxford	PROPN
spir-8789	56	2	university	university	PROPN
spir-8789	56	3	press	press	NOUN
spir-8789	56	4	.	.	PUNCT
spir-8789	57	1	law	law	NOUN
spir-8789	57	2	,	,	PUNCT
spir-8789	57	3	j.	j.	PROPN
spir-8789	57	4	(	(	PUNCT
spir-8789	57	5	2004	2004	NUM
spir-8789	57	6	)	)	PUNCT
spir-8789	57	7	.	.	PUNCT
spir-8789	58	1	after	after	ADP
spir-8789	58	2	method	method	NOUN
spir-8789	58	3	:	:	PUNCT
spir-8789	58	4	mess	mess	NOUN
spir-8789	58	5	in	in	ADP
spir-8789	58	6	social	social	ADJ
spir-8789	58	7	science	science	NOUN
spir-8789	58	8	research	research	NOUN
spir-8789	58	9	.	.	PUNCT
spir-8789	59	1	routledge	routledge	PROPN
spir-8789	59	2	.	.	PUNCT
spir-8789	60	1	lewis	lewis	PROPN
spir-8789	60	2	,	,	PUNCT
spir-8789	60	3	c.	c.	PROPN
spir-8789	60	4	,	,	PUNCT
spir-8789	60	5	&	&	CCONJ
spir-8789	60	6	wardrip	wardrip	NOUN
spir-8789	60	7	-	-	PUNCT
spir-8789	60	8	fruin	fruin	NOUN
spir-8789	60	9	,	,	PUNCT
spir-8789	60	10	n.	n.	NOUN
spir-8789	60	11	(	(	PUNCT
spir-8789	60	12	2010	2010	NUM
spir-8789	60	13	)	)	PUNCT
spir-8789	60	14	.	.	PUNCT
spir-8789	61	1	mining	mining	NOUN
spir-8789	61	2	game	game	NOUN
spir-8789	61	3	statistics	statistic	NOUN
spir-8789	61	4	from	from	ADP
spir-8789	61	5	web	web	NOUN
spir-8789	61	6	services	service	NOUN
spir-8789	61	7	:	:	PUNCT
spir-8789	61	8	a	a	DET
spir-8789	61	9	world	world	NOUN
spir-8789	61	10	of	of	ADP
spir-8789	61	11	warcraft	warcraft	NOUN
spir-8789	61	12	armory	armory	NOUN
spir-8789	61	13	case	case	NOUN
spir-8789	61	14	study	study	NOUN
spir-8789	61	15	.	.	PUNCT
spir-8789	62	1	in	in	ADP
spir-8789	62	2	proceedings	proceeding	NOUN
spir-8789	62	3	of	of	ADP
spir-8789	62	4	the	the	DET
spir-8789	62	5	fifth	fifth	ADJ
spir-8789	62	6	international	international	ADJ
spir-8789	62	7	conference	conference	NOUN
spir-8789	62	8	on	on	ADP
spir-8789	62	9	the	the	DET
spir-8789	62	10	foundations	foundation	NOUN
spir-8789	62	11	of	of	ADP
spir-8789	62	12	digital	digital	ADJ
spir-8789	62	13	games	game	NOUN
spir-8789	62	14	(	(	PUNCT
spir-8789	62	15	pp	pp	ADJ
spir-8789	62	16	.	.	PUNCT
spir-8789	63	1	100	100	NUM
spir-8789	63	2	-	-	SYM
spir-8789	63	3	107	107	NUM
spir-8789	63	4	)	)	PUNCT
spir-8789	63	5	.	.	PUNCT
spir-8789	64	1	acm	acm	PROPN
spir-8789	64	2	.	.	PUNCT
spir-8789	65	1	taylor	taylor	PROPN
spir-8789	65	2	,	,	PUNCT
spir-8789	65	3	n.	n.	PROPN
spir-8789	65	4	,	,	PUNCT
spir-8789	65	5	de	de	PROPN
spir-8789	65	6	castell	castell	PROPN
spir-8789	65	7	,	,	PUNCT
spir-8789	65	8	s.	s.	PROPN
spir-8789	65	9	jenson	jenson	PROPN
spir-8789	65	10	,	,	PUNCT
spir-8789	65	11	j.	j.	PROPN
spir-8789	65	12	,	,	PUNCT
spir-8789	65	13	&	&	CCONJ
spir-8789	65	14	humphrey	humphrey	PROPN
spir-8789	65	15	,	,	PUNCT
spir-8789	65	16	m.	m.	NOUN
spir-8789	65	17	(	(	PUNCT
spir-8789	65	18	2011	2011	NUM
spir-8789	65	19	)	)	PUNCT
spir-8789	65	20	.	.	PUNCT
spir-8789	66	1	modeling	modeling	NOUN
spir-8789	66	2	play	play	NOUN
spir-8789	66	3	:	:	PUNCT
spir-8789	66	4	re	re	VERB
spir-8789	66	5	-	-	ADJ
spir-8789	66	6	casting	casting	ADJ
spir-8789	66	7	expertise	expertise	NOUN
spir-8789	66	8	in	in	ADP
spir-8789	66	9	mmogs	mmog	NOUN
spir-8789	66	10	.	.	PUNCT
spir-8789	67	1	in	in	ADP
spir-8789	67	2	proceedings	proceeding	NOUN
spir-8789	67	3	of	of	ADP
spir-8789	67	4	the	the	DET
spir-8789	67	5	2011	2011	NUM
spir-8789	67	6	acm	acm	PROPN
spir-8789	67	7	siggraph	siggraph	NOUN
spir-8789	67	8	symposium	symposium	NOUN
spir-8789	67	9	on	on	ADP
spir-8789	67	10	video	video	NOUN
spir-8789	67	11	games	game	NOUN
spir-8789	67	12	(	(	PUNCT
spir-8789	67	13	pp	pp	INTJ
spir-8789	67	14	.	.	PUNCT
spir-8789	67	15	49	49	NUM
spir-8789	67	16	-	-	SYM
spir-8789	67	17	53	53	NUM
spir-8789	67	18	)	)	PUNCT
spir-8789	67	19	acm	acm	PROPN
spir-8789	67	20	.	.	PUNCT
spir-8789	68	1	williams	williams	PROPN
spir-8789	68	2	,	,	PUNCT
spir-8789	68	3	d.	d.	PROPN
spir-8789	68	4	(	(	PUNCT
spir-8789	68	5	2010	2010	NUM
spir-8789	68	6	)	)	PUNCT
spir-8789	68	7	.	.	PUNCT
spir-8789	69	1	the	the	DET
spir-8789	69	2	mapping	mapping	NOUN
spir-8789	69	3	principle	principle	NOUN
spir-8789	69	4	,	,	PUNCT
spir-8789	69	5	and	and	CCONJ
spir-8789	69	6	a	a	DET
spir-8789	69	7	research	research	NOUN
spir-8789	69	8	framework	framework	NOUN
spir-8789	69	9	for	for	ADP
spir-8789	69	10	virtual	virtual	ADJ
spir-8789	69	11	worlds	world	NOUN
spir-8789	69	12	.	.	PUNCT
spir-8789	70	1	communication	communication	NOUN
spir-8789	70	2	theory	theory	NOUN
spir-8789	70	3	,	,	PUNCT
spir-8789	70	4	20(4	20(4	NOUN
spir-8789	70	5	)	)	PUNCT
spir-8789	70	6	,	,	PUNCT
spir-8789	70	7	451	451	NUM
spir-8789	70	8	-	-	SYM
spir-8789	70	9	470	470	NUM
spir-8789	70	10	.	.	PUNCT
spir-8789	71	1	yee	yee	PROPN
spir-8789	71	2	,	,	PUNCT
spir-8789	71	3	n.	n.	PROPN
spir-8789	71	4	,	,	PUNCT
spir-8789	71	5	ducheneaut	ducheneaut	PROPN
spir-8789	71	6	,	,	PUNCT
spir-8789	71	7	n.	n.	NOUN
spir-8789	71	8	,	,	PUNCT
spir-8789	71	9	yao	yao	PROPN
spir-8789	71	10	,	,	PUNCT
spir-8789	71	11	m.	m.	NOUN
spir-8789	71	12	,	,	PUNCT
spir-8789	71	13	&	&	CCONJ
spir-8789	71	14	nelson	nelson	PROPN
spir-8789	71	15	,	,	PUNCT
spir-8789	71	16	l.	l.	PROPN
spir-8789	71	17	(	(	PUNCT
spir-8789	71	18	2011	2011	NUM
spir-8789	71	19	)	)	PUNCT
spir-8789	71	20	.	.	PUNCT
spir-8789	72	1	do	do	AUX
spir-8789	72	2	men	man	NOUN
spir-8789	72	3	heal	heal	VERB
spir-8789	72	4	more	more	ADV
spir-8789	72	5	when	when	SCONJ
spir-8789	72	6	in	in	ADP
spir-8789	72	7	drag	drag	NOUN
spir-8789	72	8	?	?	PUNCT
spir-8789	72	9	:	:	PUNCT
spir-8789	72	10	conflicting	conflict	VERB
spir-8789	72	11	identity	identity	NOUN
spir-8789	72	12	cues	cue	NOUN
spir-8789	72	13	between	between	ADP
spir-8789	72	14	user	user	NOUN
spir-8789	72	15	and	and	CCONJ
spir-8789	72	16	avatar	avatar	NOUN
spir-8789	72	17	.	.	PUNCT
spir-8789	73	1	in	in	ADP
spir-8789	73	2	proceedings	proceeding	NOUN
spir-8789	73	3	of	of	ADP
spir-8789	73	4	the	the	DET
spir-8789	73	5	2011	2011	NUM
spir-8789	73	6	annual	annual	ADJ
spir-8789	73	7	conference	conference	NOUN
spir-8789	73	8	on	on	ADP
spir-8789	73	9	human	human	ADJ
spir-8789	73	10	factors	factor	NOUN
spir-8789	73	11	in	in	ADP
spir-8789	73	12	computing	computing	NOUN
spir-8789	73	13	systems	system	NOUN
spir-8789	73	14	(	(	PUNCT
spir-8789	73	15	pp	pp	ADJ
spir-8789	73	16	.	.	PUNCT
spir-8789	74	1	773	773	NUM
spir-8789	74	2	-	-	NUM
spir-8789	74	3	776	776	NUM
spir-8789	74	4	)	)	PUNCT
spir-8789	74	5	.	.	PUNCT
spir-8789	75	1	acm	acm	PROPN
spir-8789	75	2	.	.	PUNCT