id	sid	tid	token	lemma	pos
spir-8222	1	1	1	1	NUM
spir-8222	1	2	creating	create	VERB
spir-8222	1	3	networks	network	NOUN
spir-8222	1	4	through	through	ADP
spir-8222	1	5	search	search	NOUN
spir-8222	1	6	pagerank	pagerank	NOUN
spir-8222	1	7	,	,	PUNCT
spir-8222	1	8	algorithmic	algorithmic	ADJ
spir-8222	1	9	truth	truth	NOUN
spir-8222	1	10	,	,	PUNCT
spir-8222	1	11	and	and	CCONJ
spir-8222	1	12	tracing	trace	VERB
spir-8222	1	13	the	the	DET
spir-8222	1	14	web	web	NOUN
spir-8222	1	15	john	john	PROPN
spir-8222	1	16	jones	jones	PROPN
spir-8222	1	17	west	west	PROPN
spir-8222	1	18	virginia	virginia	PROPN
spir-8222	1	19	university	university	PROPN
spir-8222	1	20	united	united	PROPN
spir-8222	1	21	states	states	PROPN
spir-8222	1	22	of	of	ADP
spir-8222	1	23	america	america	PROPN
spir-8222	1	24	john.jones@mail.wvu.edu	john.jones@mail.wvu.edu	PROPN
spir-8222	1	25	abstract	abstract	ADJ
spir-8222	1	26	this	this	DET
spir-8222	1	27	paper	paper	NOUN
spir-8222	1	28	analyzes	analyze	NOUN
spir-8222	1	29	pagerank	pagerank	NOUN
spir-8222	1	30	,	,	PUNCT
spir-8222	1	31	a	a	DET
spir-8222	1	32	key	key	ADJ
spir-8222	1	33	feature	feature	NOUN
spir-8222	1	34	of	of	ADP
spir-8222	1	35	google	google	PROPN
spir-8222	1	36	's	's	PART
spir-8222	1	37	search	search	NOUN
spir-8222	1	38	algorithm	algorithm	NOUN
spir-8222	1	39	,	,	PUNCT
spir-8222	1	40	showing	show	VERB
spir-8222	1	41	how	how	SCONJ
spir-8222	1	42	its	its	PRON
spir-8222	1	43	primary	primary	ADJ
spir-8222	1	44	function	function	NOUN
spir-8222	1	45	is	be	AUX
spir-8222	1	46	not	not	PART
spir-8222	1	47	to	to	PART
spir-8222	1	48	identify	identify	VERB
spir-8222	1	49	quality	quality	NOUN
spir-8222	1	50	web	web	NOUN
spir-8222	1	51	pages	page	NOUN
spir-8222	1	52	but	but	CCONJ
spir-8222	1	53	rather	rather	ADV
spir-8222	1	54	to	to	PART
spir-8222	1	55	identify	identify	VERB
spir-8222	1	56	hubs	hub	NOUN
spir-8222	1	57	within	within	ADP
spir-8222	1	58	a	a	DET
spir-8222	1	59	network	network	NOUN
spir-8222	1	60	defined	define	VERB
spir-8222	1	61	by	by	ADP
spir-8222	1	62	the	the	DET
spir-8222	1	63	internet	internet	NOUN
spir-8222	1	64	's	's	PART
spir-8222	1	65	link	link	NOUN
spir-8222	1	66	structure	structure	NOUN
spir-8222	1	67	.	.	PUNCT
spir-8222	2	1	while	while	SCONJ
spir-8222	2	2	pagerank	pagerank	NOUN
spir-8222	2	3	's	's	PART
spir-8222	2	4	method	method	NOUN
spir-8222	2	5	has	have	AUX
spir-8222	2	6	been	be	AUX
spir-8222	2	7	compared	compare	VERB
spir-8222	2	8	to	to	ADP
spir-8222	2	9	the	the	DET
spir-8222	2	10	process	process	NOUN
spir-8222	2	11	of	of	ADP
spir-8222	2	12	using	use	VERB
spir-8222	2	13	the	the	DET
spir-8222	2	14	wisdom	wisdom	NOUN
spir-8222	2	15	of	of	ADP
spir-8222	2	16	crowds	crowd	NOUN
spir-8222	2	17	to	to	PART
spir-8222	2	18	determine	determine	VERB
spir-8222	2	19	quality	quality	NOUN
spir-8222	2	20	,	,	PUNCT
spir-8222	2	21	by	by	ADP
spir-8222	2	22	relying	rely	VERB
spir-8222	2	23	on	on	ADP
spir-8222	2	24	network	network	NOUN
spir-8222	2	25	effects	effect	NOUN
spir-8222	2	26	to	to	PART
spir-8222	2	27	identify	identify	VERB
spir-8222	2	28	hubs	hub	NOUN
spir-8222	2	29	,	,	PUNCT
spir-8222	2	30	the	the	DET
spir-8222	2	31	algorithm	algorithm	NOUN
spir-8222	2	32	does	do	AUX
spir-8222	2	33	not	not	PART
spir-8222	2	34	allow	allow	VERB
spir-8222	2	35	users	user	NOUN
spir-8222	2	36	the	the	DET
spir-8222	2	37	independence	independence	NOUN
spir-8222	2	38	and	and	CCONJ
spir-8222	2	39	diversity	diversity	NOUN
spir-8222	2	40	necessary	necessary	ADJ
spir-8222	2	41	for	for	ADP
spir-8222	2	42	crowdsourcing	crowdsource	VERB
spir-8222	2	43	to	to	PART
spir-8222	2	44	be	be	AUX
spir-8222	2	45	completely	completely	ADV
spir-8222	2	46	effective	effective	ADJ
spir-8222	2	47	.	.	PUNCT
spir-8222	3	1	for	for	ADP
spir-8222	3	2	these	these	DET
spir-8222	3	3	reasons	reason	NOUN
spir-8222	3	4	,	,	PUNCT
spir-8222	3	5	google	google	PROPN
spir-8222	3	6	and	and	CCONJ
spir-8222	3	7	other	other	ADJ
spir-8222	3	8	search	search	NOUN
spir-8222	3	9	engines	engine	NOUN
spir-8222	3	10	can	can	AUX
spir-8222	3	11	not	not	PART
spir-8222	3	12	be	be	AUX
spir-8222	3	13	simply	simply	ADV
spir-8222	3	14	understood	understand	VERB
spir-8222	3	15	as	as	ADP
spir-8222	3	16	information	information	NOUN
spir-8222	3	17	providers	provider	NOUN
spir-8222	3	18	,	,	PUNCT
spir-8222	3	19	for	for	ADP
spir-8222	3	20	their	their	PRON
spir-8222	3	21	role	role	NOUN
spir-8222	3	22	in	in	ADP
spir-8222	3	23	defining	define	VERB
spir-8222	3	24	the	the	DET
spir-8222	3	25	network	network	NOUN
spir-8222	3	26	structure	structure	NOUN
spir-8222	3	27	of	of	ADP
spir-8222	3	28	the	the	DET
spir-8222	3	29	web	web	NOUN
spir-8222	3	30	makes	make	VERB
spir-8222	3	31	these	these	DET
spir-8222	3	32	search	search	NOUN
spir-8222	3	33	companies	company	NOUN
spir-8222	3	34	the	the	DET
spir-8222	3	35	holders	holder	NOUN
spir-8222	3	36	of	of	ADP
spir-8222	3	37	a	a	DET
spir-8222	3	38	significant	significant	ADJ
spir-8222	3	39	form	form	NOUN
spir-8222	3	40	of	of	ADP
spir-8222	3	41	network	network	NOUN
spir-8222	3	42	power	power	NOUN
spir-8222	3	43	:	:	PUNCT
spir-8222	3	44	programming	programming	NOUN
spir-8222	3	45	.	.	PUNCT
spir-8222	4	1	however	however	ADV
spir-8222	4	2	,	,	PUNCT
spir-8222	4	3	users	user	NOUN
spir-8222	4	4	can	can	AUX
spir-8222	4	5	offset	offset	VERB
spir-8222	4	6	this	this	DET
spir-8222	4	7	power	power	NOUN
spir-8222	4	8	by	by	ADP
spir-8222	4	9	becoming	become	VERB
spir-8222	4	10	switchers	switcher	NOUN
spir-8222	4	11	who	who	PRON
spir-8222	4	12	actively	actively	ADV
spir-8222	4	13	connect	connect	VERB
spir-8222	4	14	networks	network	NOUN
spir-8222	4	15	in	in	ADP
spir-8222	4	16	order	order	NOUN
spir-8222	4	17	to	to	PART
spir-8222	4	18	diversify	diversify	VERB
spir-8222	4	19	their	their	PRON
spir-8222	4	20	information	information	NOUN
spir-8222	4	21	sources	source	NOUN
spir-8222	4	22	.	.	PUNCT
spir-8222	5	1	keywords	keyword	NOUN
spir-8222	5	2	search	search	VERB
spir-8222	5	3	;	;	PUNCT
spir-8222	5	4	networks	network	NOUN
spir-8222	5	5	;	;	PUNCT
spir-8222	5	6	algorithms	algorithm	NOUN
spir-8222	5	7	;	;	PUNCT
spir-8222	5	8	programming	programming	NOUN
spir-8222	5	9	and	and	CCONJ
spir-8222	5	10	switching	switching	NOUN
spir-8222	5	11	;	;	PUNCT
spir-8222	5	12	google	google	PROPN
spir-8222	5	13	.	.	PUNCT
spir-8222	6	1	in	in	ADP
spir-8222	6	2	his	his	PRON
spir-8222	6	3	description	description	NOUN
spir-8222	6	4	of	of	ADP
spir-8222	6	5	the	the	DET
spir-8222	6	6	features	feature	NOUN
spir-8222	6	7	of	of	ADP
spir-8222	6	8	the	the	DET
spir-8222	6	9	network	network	NOUN
spir-8222	6	10	society	society	NOUN
spir-8222	6	11	,	,	PUNCT
spir-8222	6	12	castells	castell	VERB
spir-8222	6	13	(	(	PUNCT
spir-8222	6	14	2009	2009	NUM
spir-8222	6	15	)	)	PUNCT
spir-8222	6	16	notes	note	VERB
spir-8222	6	17	that	that	SCONJ
spir-8222	6	18	networks	network	NOUN
spir-8222	6	19	are	be	AUX
spir-8222	6	20	inefficient	inefficient	ADJ
spir-8222	6	21	compared	compare	VERB
spir-8222	6	22	to	to	ADP
spir-8222	6	23	top	top	ADJ
spir-8222	6	24	-	-	PUNCT
spir-8222	6	25	down	down	ADP
spir-8222	6	26	"	"	PUNCT
spir-8222	6	27	command	command	NOUN
spir-8222	6	28	-	-	PUNCT
spir-8222	6	29	and	and	CCONJ
spir-8222	6	30	-	-	PUNCT
spir-8222	6	31	control	control	NOUN
spir-8222	6	32	structures	structure	NOUN
spir-8222	6	33	"	"	PUNCT
spir-8222	6	34	unless	unless	SCONJ
spir-8222	6	35	those	those	DET
spir-8222	6	36	networks	network	NOUN
spir-8222	6	37	are	be	AUX
spir-8222	6	38	paired	pair	VERB
spir-8222	6	39	with	with	ADP
spir-8222	6	40	computing	compute	VERB
spir-8222	6	41	technology	technology	NOUN
spir-8222	6	42	that	that	PRON
spir-8222	6	43	allows	allow	VERB
spir-8222	6	44	users	user	NOUN
spir-8222	6	45	to	to	PART
spir-8222	6	46	manage	manage	VERB
spir-8222	6	47	their	their	PRON
spir-8222	6	48	"	"	PUNCT
spir-8222	6	49	complexity	complexity	NOUN
spir-8222	6	50	"	"	PUNCT
spir-8222	6	51	(	(	PUNCT
spir-8222	6	52	p.	p.	NOUN
spir-8222	6	53	22	22	NUM
spir-8222	6	54	)	)	PUNCT
spir-8222	6	55	.	.	PUNCT
spir-8222	7	1	castells	castell	VERB
spir-8222	7	2	directly	directly	ADV
spir-8222	7	3	credits	credit	VERB
spir-8222	7	4	the	the	DET
spir-8222	7	5	creation	creation	NOUN
spir-8222	7	6	of	of	ADP
spir-8222	7	7	the	the	DET
spir-8222	7	8	world	world	NOUN
spir-8222	7	9	2	2	NUM
spir-8222	7	10	wide	wide	ADJ
spir-8222	7	11	web	web	NOUN
spir-8222	7	12	and	and	CCONJ
spir-8222	7	13	the	the	DET
spir-8222	7	14	concomitant	concomitant	ADJ
spir-8222	7	15	rise	rise	NOUN
spir-8222	7	16	of	of	ADP
spir-8222	7	17	search	search	NOUN
spir-8222	7	18	for	for	ADP
spir-8222	7	19	managing	manage	VERB
spir-8222	7	20	the	the	DET
spir-8222	7	21	complexity	complexity	NOUN
spir-8222	7	22	of	of	ADP
spir-8222	7	23	networked	networked	ADJ
spir-8222	7	24	information	information	NOUN
spir-8222	7	25	online	online	ADV
spir-8222	7	26	,	,	PUNCT
spir-8222	7	27	making	make	VERB
spir-8222	7	28	it	it	PRON
spir-8222	7	29	useful	useful	ADJ
spir-8222	7	30	to	to	ADP
spir-8222	7	31	the	the	DET
spir-8222	7	32	average	average	ADJ
spir-8222	7	33	user	user	NOUN
spir-8222	7	34	(	(	PUNCT
spir-8222	7	35	2000	2000	NUM
spir-8222	7	36	,	,	PUNCT
spir-8222	7	37	pp	pp	ADJ
spir-8222	7	38	.	.	PUNCT
spir-8222	8	1	50	50	NUM
spir-8222	8	2	-	-	SYM
spir-8222	8	3	51	51	NUM
spir-8222	8	4	)	)	PUNCT
spir-8222	8	5	.	.	PUNCT
spir-8222	9	1	while	while	SCONJ
spir-8222	9	2	internet	internet	NOUN
spir-8222	9	3	search	search	NOUN
spir-8222	9	4	has	have	AUX
spir-8222	9	5	taken	take	VERB
spir-8222	9	6	on	on	ADP
spir-8222	9	7	various	various	ADJ
spir-8222	9	8	forms	form	NOUN
spir-8222	9	9	(	(	PUNCT
spir-8222	9	10	dennis	dennis	PROPN
spir-8222	9	11	,	,	PUNCT
spir-8222	9	12	bruza	bruza	NOUN
spir-8222	9	13	,	,	PUNCT
spir-8222	9	14	&	&	CCONJ
spir-8222	9	15	mcarthur	mcarthur	PROPN
spir-8222	9	16	,	,	PUNCT
spir-8222	9	17	2002	2002	NUM
spir-8222	9	18	)	)	PUNCT
spir-8222	9	19	,	,	PUNCT
spir-8222	9	20	from	from	ADP
spir-8222	9	21	curated	curate	VERB
spir-8222	9	22	,	,	PUNCT
spir-8222	9	23	user	user	NOUN
spir-8222	9	24	-	-	PUNCT
spir-8222	9	25	contributed	contribute	VERB
spir-8222	9	26	directories	directory	NOUN
spir-8222	9	27	like	like	ADP
spir-8222	9	28	yahoo	yahoo	PROPN
spir-8222	9	29	!	!	PROPN
spir-8222	10	1	to	to	ADP
spir-8222	10	2	the	the	DET
spir-8222	10	3	query	query	NOUN
spir-8222	10	4	-	-	PUNCT
spir-8222	10	5	based	base	VERB
spir-8222	10	6	search	search	NOUN
spir-8222	10	7	of	of	ADP
spir-8222	10	8	google	google	PROPN
spir-8222	10	9	,	,	PUNCT
spir-8222	10	10	the	the	DET
spir-8222	10	11	exponential	exponential	ADJ
spir-8222	10	12	growth	growth	NOUN
spir-8222	10	13	in	in	ADP
spir-8222	10	14	complexity	complexity	NOUN
spir-8222	10	15	of	of	ADP
spir-8222	10	16	the	the	DET
spir-8222	10	17	internet	internet	NOUN
spir-8222	10	18	(	(	PUNCT
spir-8222	10	19	barabási	barabási	NOUN
spir-8222	10	20	,	,	PUNCT
spir-8222	10	21	2002	2002	NUM
spir-8222	10	22	,	,	PUNCT
spir-8222	10	23	pp	pp	ADV
spir-8222	10	24	.	.	PUNCT
spir-8222	10	25	3738	3738	NUM
spir-8222	10	26	)	)	PUNCT
spir-8222	10	27	has	have	AUX
spir-8222	10	28	rendered	render	VERB
spir-8222	10	29	directories	directory	NOUN
spir-8222	10	30	less	less	ADV
spir-8222	10	31	effective	effective	ADJ
spir-8222	10	32	for	for	ADP
spir-8222	10	33	web	web	NOUN
spir-8222	10	34	search	search	NOUN
spir-8222	10	35	.	.	PUNCT
spir-8222	11	1	instead	instead	ADV
spir-8222	11	2	,	,	PUNCT
spir-8222	11	3	users	user	NOUN
spir-8222	11	4	increasingly	increasingly	ADV
spir-8222	11	5	rely	rely	VERB
spir-8222	11	6	on	on	ADP
spir-8222	11	7	query	query	NOUN
spir-8222	11	8	-	-	PUNCT
spir-8222	11	9	based	base	VERB
spir-8222	11	10	search	search	NOUN
spir-8222	11	11	to	to	PART
spir-8222	11	12	find	find	VERB
spir-8222	11	13	information	information	NOUN
spir-8222	11	14	.	.	PUNCT
spir-8222	12	1	query	query	NOUN
spir-8222	12	2	-	-	PUNCT
spir-8222	12	3	based	base	VERB
spir-8222	12	4	search	search	NOUN
spir-8222	12	5	relies	rely	VERB
spir-8222	12	6	on	on	ADP
spir-8222	12	7	algorithmic	algorithmic	ADJ
spir-8222	12	8	methods	method	NOUN
spir-8222	12	9	that	that	PRON
spir-8222	12	10	not	not	PART
spir-8222	12	11	only	only	ADV
spir-8222	12	12	find	find	VERB
spir-8222	12	13	matching	match	VERB
spir-8222	12	14	documents	document	NOUN
spir-8222	12	15	but	but	CCONJ
spir-8222	12	16	seek	seek	VERB
spir-8222	12	17	to	to	PART
spir-8222	12	18	determine	determine	VERB
spir-8222	12	19	their	their	PRON
spir-8222	12	20	relevance	relevance	NOUN
spir-8222	12	21	to	to	ADP
spir-8222	12	22	the	the	DET
spir-8222	12	23	query	query	NOUN
spir-8222	12	24	and	and	CCONJ
spir-8222	12	25	rank	rank	VERB
spir-8222	12	26	them	they	PRON
spir-8222	12	27	accordingly	accordingly	ADV
spir-8222	12	28	.	.	PUNCT
spir-8222	13	1	this	this	PRON
spir-8222	13	2	is	be	AUX
spir-8222	13	3	the	the	DET
spir-8222	13	4	method	method	NOUN
spir-8222	13	5	applied	apply	VERB
spir-8222	13	6	by	by	ADP
spir-8222	13	7	google	google	PROPN
spir-8222	13	8	,	,	PUNCT
spir-8222	13	9	typified	typify	VERB
spir-8222	13	10	by	by	ADP
spir-8222	13	11	its	its	PRON
spir-8222	13	12	pagerank	pagerank	NOUN
spir-8222	13	13	formula	formula	NOUN
spir-8222	13	14	,	,	PUNCT
spir-8222	13	15	which	which	PRON
spir-8222	13	16	was	be	AUX
spir-8222	13	17	adapted	adapt	VERB
spir-8222	13	18	into	into	ADP
spir-8222	13	19	an	an	DET
spir-8222	13	20	algorithm	algorithm	NOUN
spir-8222	13	21	that	that	PRON
spir-8222	13	22	assigns	assign	VERB
spir-8222	13	23	a	a	DET
spir-8222	13	24	rank	rank	NOUN
spir-8222	13	25	to	to	ADP
spir-8222	13	26	web	web	NOUN
spir-8222	13	27	pages	page	NOUN
spir-8222	13	28	based	base	VERB
spir-8222	13	29	on	on	ADP
spir-8222	13	30	an	an	DET
spir-8222	13	31	analysis	analysis	NOUN
spir-8222	13	32	of	of	ADP
spir-8222	13	33	the	the	DET
spir-8222	13	34	links	link	NOUN
spir-8222	13	35	directed	direct	VERB
spir-8222	13	36	toward	toward	ADP
spir-8222	13	37	them	they	PRON
spir-8222	13	38	(	(	PUNCT
spir-8222	13	39	brin	brin	PROPN
spir-8222	13	40	&	&	CCONJ
spir-8222	13	41	page	page	NOUN
spir-8222	13	42	,	,	PUNCT
spir-8222	13	43	1998	1998	NUM
spir-8222	13	44	)	)	PUNCT
spir-8222	13	45	.	.	PUNCT
spir-8222	14	1	currently	currently	ADV
spir-8222	14	2	,	,	PUNCT
spir-8222	14	3	google	google	PROPN
spir-8222	14	4	is	be	AUX
spir-8222	14	5	not	not	PART
spir-8222	14	6	only	only	ADV
spir-8222	14	7	the	the	DET
spir-8222	14	8	most	most	ADV
spir-8222	14	9	popular	popular	ADJ
spir-8222	14	10	internet	internet	NOUN
spir-8222	14	11	search	search	NOUN
spir-8222	14	12	engine	engine	NOUN
spir-8222	14	13	,	,	PUNCT
spir-8222	14	14	but	but	CCONJ
spir-8222	14	15	also	also	ADV
spir-8222	14	16	the	the	DET
spir-8222	14	17	most	most	ADV
spir-8222	14	18	visited	visit	VERB
spir-8222	14	19	site	site	NOUN
spir-8222	14	20	on	on	ADP
spir-8222	14	21	the	the	DET
spir-8222	14	22	internet	internet	NOUN
spir-8222	14	23	<	<	X
spir-8222	14	24	www.alexa.com/topsites	www.alexa.com/topsite	NOUN
spir-8222	14	25	>	>	X
spir-8222	14	26	,	,	PUNCT
spir-8222	14	27	a	a	DET
spir-8222	14	28	fact	fact	NOUN
spir-8222	14	29	that	that	PRON
spir-8222	14	30	underscores	underscore	VERB
spir-8222	14	31	the	the	DET
spir-8222	14	32	extent	extent	NOUN
spir-8222	14	33	to	to	PART
spir-8222	14	34	which	which	PRON
spir-8222	14	35	search	search	NOUN
spir-8222	14	36	is	be	AUX
spir-8222	14	37	used	use	VERB
spir-8222	14	38	as	as	ADP
spir-8222	14	39	a	a	DET
spir-8222	14	40	portal	portal	NOUN
spir-8222	14	41	for	for	ADP
spir-8222	14	42	navigating	navigate	VERB
spir-8222	14	43	the	the	DET
spir-8222	14	44	web	web	NOUN
spir-8222	14	45	(	(	PUNCT
spir-8222	14	46	halavais	halavais	PROPN
spir-8222	14	47	,	,	PUNCT
spir-8222	14	48	2009	2009	NUM
spir-8222	14	49	,	,	PUNCT
spir-8222	14	50	p.	p.	NOUN
spir-8222	14	51	33	33	NUM
spir-8222	14	52	)	)	PUNCT
spir-8222	14	53	.	.	PUNCT
spir-8222	15	1	as	as	ADP
spir-8222	15	2	such	such	ADJ
spir-8222	15	3	,	,	PUNCT
spir-8222	15	4	the	the	DET
spir-8222	15	5	methods	method	NOUN
spir-8222	15	6	used	use	VERB
spir-8222	15	7	by	by	ADP
spir-8222	15	8	google	google	PROPN
spir-8222	15	9	and	and	CCONJ
spir-8222	15	10	other	other	ADJ
spir-8222	15	11	search	search	NOUN
spir-8222	15	12	engines	engine	NOUN
spir-8222	15	13	are	be	AUX
spir-8222	15	14	important	important	ADJ
spir-8222	15	15	objects	object	NOUN
spir-8222	15	16	of	of	ADP
spir-8222	15	17	research	research	NOUN
spir-8222	15	18	not	not	PART
spir-8222	15	19	only	only	ADV
spir-8222	15	20	for	for	ADP
spir-8222	15	21	the	the	DET
spir-8222	15	22	ways	way	NOUN
spir-8222	15	23	that	that	PRON
spir-8222	15	24	they	they	PRON
spir-8222	15	25	provide	provide	VERB
spir-8222	15	26	access	access	NOUN
spir-8222	15	27	to	to	ADP
spir-8222	15	28	the	the	DET
spir-8222	15	29	web	web	NOUN
spir-8222	15	30	,	,	PUNCT
spir-8222	15	31	but	but	CCONJ
spir-8222	15	32	also	also	ADV
spir-8222	15	33	how	how	SCONJ
spir-8222	15	34	they	they	PRON
spir-8222	15	35	mediate	mediate	VERB
spir-8222	15	36	the	the	DET
spir-8222	15	37	web	web	NOUN
spir-8222	15	38	for	for	ADP
spir-8222	15	39	users	user	NOUN
spir-8222	15	40	.	.	PUNCT
spir-8222	16	1	recently	recently	ADV
spir-8222	16	2	,	,	PUNCT
spir-8222	16	3	increased	increase	VERB
spir-8222	16	4	scrutiny	scrutiny	NOUN
spir-8222	16	5	has	have	AUX
spir-8222	16	6	been	be	AUX
spir-8222	16	7	brought	bring	VERB
spir-8222	16	8	on	on	ADP
spir-8222	16	9	the	the	DET
spir-8222	16	10	methods	method	NOUN
spir-8222	16	11	employed	employ	VERB
spir-8222	16	12	by	by	ADP
spir-8222	16	13	search	search	NOUN
spir-8222	16	14	engines	engine	NOUN
spir-8222	16	15	to	to	PART
spir-8222	16	16	generate	generate	VERB
spir-8222	16	17	results	result	NOUN
spir-8222	16	18	and	and	CCONJ
spir-8222	16	19	how	how	SCONJ
spir-8222	16	20	those	those	DET
spir-8222	16	21	methods	method	NOUN
spir-8222	16	22	relate	relate	VERB
spir-8222	16	23	to	to	ADP
spir-8222	16	24	knowledge	knowledge	NOUN
spir-8222	16	25	access	access	NOUN
spir-8222	16	26	and	and	CCONJ
spir-8222	16	27	the	the	DET
spir-8222	16	28	effects	effect	NOUN
spir-8222	16	29	of	of	ADP
spir-8222	16	30	internet	internet	NOUN
spir-8222	16	31	search	search	NOUN
spir-8222	16	32	on	on	ADP
spir-8222	16	33	information	information	NOUN
spir-8222	16	34	seeking	seeking	NOUN
spir-8222	16	35	and	and	CCONJ
spir-8222	16	36	culture	culture	NOUN
spir-8222	16	37	(	(	PUNCT
spir-8222	16	38	halavais	halavais	PROPN
spir-8222	16	39	,	,	PUNCT
spir-8222	16	40	2009	2009	NUM
spir-8222	16	41	;	;	PUNCT
spir-8222	16	42	vaidhyanathan	vaidhyanathan	NOUN
spir-8222	16	43	,	,	PUNCT
spir-8222	16	44	2011	2011	NUM
spir-8222	16	45	)	)	PUNCT
spir-8222	16	46	.	.	PUNCT
spir-8222	17	1	a	a	DET
spir-8222	17	2	clear	clear	ADJ
spir-8222	17	3	understanding	understanding	NOUN
spir-8222	17	4	of	of	ADP
spir-8222	17	5	the	the	DET
spir-8222	17	6	effects	effect	NOUN
spir-8222	17	7	of	of	ADP
spir-8222	17	8	search	search	NOUN
spir-8222	17	9	algorithms	algorithm	NOUN
spir-8222	17	10	is	be	AUX
spir-8222	17	11	crucial	crucial	ADJ
spir-8222	17	12	for	for	SCONJ
spir-8222	17	13	users	user	NOUN
spir-8222	17	14	to	to	PART
spir-8222	17	15	craft	craft	VERB
spir-8222	17	16	their	their	PRON
spir-8222	17	17	searches	search	NOUN
spir-8222	17	18	in	in	ADP
spir-8222	17	19	effective	effective	ADJ
spir-8222	17	20	ways	way	NOUN
spir-8222	17	21	.	.	PUNCT
spir-8222	18	1	since	since	SCONJ
spir-8222	18	2	the	the	DET
spir-8222	18	3	centerpiece	centerpiece	NOUN
spir-8222	18	4	of	of	ADP
spir-8222	18	5	google	google	PROPN
spir-8222	18	6	's	's	PART
spir-8222	18	7	algorithm	algorithm	NOUN
spir-8222	18	8	is	be	AUX
spir-8222	18	9	pagerank	pagerank	NOUN
spir-8222	18	10	,	,	PUNCT
spir-8222	18	11	which	which	PRON
spir-8222	18	12	claims	claim	VERB
spir-8222	18	13	to	to	PART
spir-8222	18	14	model	model	VERB
spir-8222	18	15	users	user	NOUN
spir-8222	18	16	'	'	PART
spir-8222	18	17	information	information	NOUN
spir-8222	18	18	-	-	PUNCT
spir-8222	18	19	seeking	seek	VERB
spir-8222	18	20	behaviors	behavior	NOUN
spir-8222	18	21	(	(	PUNCT
spir-8222	18	22	brin	brin	PROPN
spir-8222	18	23	&	&	CCONJ
spir-8222	18	24	page	page	NOUN
spir-8222	18	25	,	,	PUNCT
spir-8222	18	26	1998	1998	NUM
spir-8222	18	27	,	,	PUNCT
spir-8222	18	28	p.	p.	NOUN
spir-8222	18	29	110	110	NUM
spir-8222	18	30	)	)	PUNCT
spir-8222	18	31	,	,	PUNCT
spir-8222	18	32	an	an	DET
spir-8222	18	33	analysis	analysis	NOUN
spir-8222	18	34	of	of	ADP
spir-8222	18	35	the	the	DET
spir-8222	18	36	effect	effect	NOUN
spir-8222	18	37	of	of	ADP
spir-8222	18	38	pagerank	pagerank	NOUN
spir-8222	18	39	on	on	ADP
spir-8222	18	40	information	information	NOUN
spir-8222	18	41	seeking	seek	VERB
spir-8222	18	42	is	be	AUX
spir-8222	18	43	instructive	instructive	ADJ
spir-8222	18	44	both	both	CCONJ
spir-8222	18	45	for	for	ADP
spir-8222	18	46	understanding	understand	VERB
spir-8222	18	47	how	how	SCONJ
spir-8222	18	48	search	search	NOUN
spir-8222	18	49	constructs	construct	VERB
spir-8222	18	50	the	the	DET
spir-8222	18	51	web	web	NOUN
spir-8222	18	52	and	and	CCONJ
spir-8222	18	53	how	how	SCONJ
spir-8222	18	54	users	user	NOUN
spir-8222	18	55	can	can	AUX
spir-8222	18	56	be	be	AUX
spir-8222	18	57	better	well	ADV
spir-8222	18	58	informed	informed	ADJ
spir-8222	18	59	information	information	NOUN
spir-8222	18	60	seekers	seeker	NOUN
spir-8222	18	61	.	.	PUNCT
spir-8222	19	1	of	of	ADP
spir-8222	19	2	course	course	ADV
spir-8222	19	3	,	,	PUNCT
spir-8222	19	4	pagerank	pagerank	NOUN
spir-8222	19	5	is	be	AUX
spir-8222	19	6	only	only	ADV
spir-8222	19	7	one	one	NUM
spir-8222	19	8	part	part	NOUN
spir-8222	19	9	of	of	ADP
spir-8222	19	10	how	how	SCONJ
spir-8222	19	11	google	google	PROPN
spir-8222	19	12	determines	determine	VERB
spir-8222	19	13	search	search	NOUN
spir-8222	19	14	results	result	NOUN
spir-8222	19	15	,	,	PUNCT
spir-8222	19	16	but	but	CCONJ
spir-8222	19	17	,	,	PUNCT
spir-8222	19	18	despite	despite	SCONJ
spir-8222	19	19	the	the	DET
spir-8222	19	20	efforts	effort	NOUN
spir-8222	19	21	of	of	ADP
spir-8222	19	22	researchers	researcher	NOUN
spir-8222	19	23	(	(	PUNCT
spir-8222	19	24	evans	evans	PROPN
spir-8222	19	25	,	,	PUNCT
spir-8222	19	26	2007	2007	NUM
spir-8222	19	27	)	)	PUNCT
spir-8222	19	28	and	and	CCONJ
spir-8222	19	29	google	google	PROPN
spir-8222	19	30	's	's	PART
spir-8222	19	31	increasing	increase	VERB
spir-8222	19	32	acknowledgement	acknowledgement	NOUN
spir-8222	19	33	of	of	ADP
spir-8222	19	34	the	the	DET
spir-8222	19	35	changes	change	NOUN
spir-8222	19	36	it	it	PRON
spir-8222	19	37	makes	make	VERB
spir-8222	19	38	to	to	ADP
spir-8222	19	39	its	its	PRON
spir-8222	19	40	algorithms	algorithm	NOUN
spir-8222	19	41	(	(	PUNCT
spir-8222	19	42	cf	cf	NOUN
spir-8222	19	43	.	.	PUNCT
spir-8222	20	1	huffman	huffman	PROPN
spir-8222	20	2	,	,	PUNCT
spir-8222	20	3	2012	2012	NUM
spir-8222	20	4	)	)	PUNCT
spir-8222	21	1	,	,	PUNCT
spir-8222	21	2	there	there	PRON
spir-8222	21	3	are	be	VERB
spir-8222	21	4	few	few	ADJ
spir-8222	21	5	public	public	ADJ
spir-8222	21	6	,	,	PUNCT
spir-8222	21	7	concrete	concrete	ADJ
spir-8222	21	8	details	detail	NOUN
spir-8222	21	9	about	about	ADP
spir-8222	21	10	google	google	PROPN
spir-8222	21	11	's	's	PART
spir-8222	21	12	search	search	NOUN
spir-8222	21	13	algorithms	algorithm	NOUN
spir-8222	21	14	.	.	PUNCT
spir-8222	22	1	for	for	ADP
spir-8222	22	2	this	this	DET
spir-8222	22	3	reason	reason	NOUN
spir-8222	22	4	,	,	PUNCT
spir-8222	22	5	the	the	DET
spir-8222	22	6	analysis	analysis	NOUN
spir-8222	22	7	in	in	ADP
spir-8222	22	8	this	this	DET
spir-8222	22	9	paper	paper	NOUN
spir-8222	22	10	is	be	AUX
spir-8222	22	11	limited	limited	ADJ
spir-8222	22	12	.	.	PUNCT
spir-8222	23	1	nor	nor	CCONJ
spir-8222	23	2	is	be	AUX
spir-8222	23	3	this	this	DET
spir-8222	23	4	analysis	analysis	NOUN
spir-8222	23	5	intended	intend	VERB
spir-8222	23	6	as	as	ADP
spir-8222	23	7	a	a	DET
spir-8222	23	8	particular	particular	ADJ
spir-8222	23	9	critique	critique	NOUN
spir-8222	23	10	of	of	ADP
spir-8222	23	11	google	google	PROPN
spir-8222	23	12	or	or	CCONJ
spir-8222	23	13	to	to	ADP
spir-8222	23	14	3	3	NUM
spir-8222	23	15	suggest	suggest	VERB
spir-8222	23	16	that	that	SCONJ
spir-8222	23	17	the	the	DET
spir-8222	23	18	effects	effect	NOUN
spir-8222	23	19	of	of	ADP
spir-8222	23	20	choices	choice	NOUN
spir-8222	23	21	made	make	VERB
spir-8222	23	22	by	by	ADP
spir-8222	23	23	the	the	DET
spir-8222	23	24	search	search	NOUN
spir-8222	23	25	company	company	NOUN
spir-8222	23	26	do	do	AUX
spir-8222	23	27	not	not	PART
spir-8222	23	28	have	have	VERB
spir-8222	23	29	a	a	DET
spir-8222	23	30	counterpart	counterpart	NOUN
spir-8222	23	31	in	in	ADP
spir-8222	23	32	the	the	DET
spir-8222	23	33	choices	choice	NOUN
spir-8222	23	34	made	make	VERB
spir-8222	23	35	by	by	ADP
spir-8222	23	36	other	other	ADJ
spir-8222	23	37	search	search	NOUN
spir-8222	23	38	engines	engine	NOUN
spir-8222	23	39	.	.	PUNCT
spir-8222	24	1	rather	rather	ADV
spir-8222	24	2	,	,	PUNCT
spir-8222	24	3	the	the	DET
spir-8222	24	4	goal	goal	NOUN
spir-8222	24	5	of	of	ADP
spir-8222	24	6	this	this	DET
spir-8222	24	7	paper	paper	NOUN
spir-8222	24	8	is	be	AUX
spir-8222	24	9	to	to	PART
spir-8222	24	10	analyze	analyze	VERB
spir-8222	24	11	the	the	DET
spir-8222	24	12	network	network	NOUN
spir-8222	24	13	properties	property	NOUN
spir-8222	24	14	of	of	ADP
spir-8222	24	15	pagerank	pagerank	NOUN
spir-8222	24	16	and	and	CCONJ
spir-8222	24	17	its	its	PRON
spir-8222	24	18	effect	effect	NOUN
spir-8222	24	19	on	on	ADP
spir-8222	24	20	search	search	NOUN
spir-8222	24	21	users	user	NOUN
spir-8222	24	22	.	.	PUNCT
spir-8222	25	1	while	while	SCONJ
spir-8222	25	2	pagerank	pagerank	NOUN
spir-8222	25	3	has	have	AUX
spir-8222	25	4	been	be	AUX
spir-8222	25	5	extensively	extensively	ADV
spir-8222	25	6	analyzed	analyze	VERB
spir-8222	25	7	,	,	PUNCT
spir-8222	25	8	such	such	ADJ
spir-8222	25	9	analysis	analysis	NOUN
spir-8222	25	10	tends	tend	VERB
spir-8222	25	11	to	to	PART
spir-8222	25	12	focus	focus	VERB
spir-8222	25	13	either	either	CCONJ
spir-8222	25	14	on	on	ADP
spir-8222	25	15	its	its	PRON
spir-8222	25	16	mathematical	mathematical	ADJ
spir-8222	25	17	properties	property	NOUN
spir-8222	25	18	(	(	PUNCT
spir-8222	25	19	ding	ding	NOUN
spir-8222	25	20	,	,	PUNCT
spir-8222	25	21	he	he	PRON
spir-8222	25	22	,	,	PUNCT
spir-8222	25	23	husbands	husband	NOUN
spir-8222	25	24	,	,	PUNCT
spir-8222	25	25	zha	zha	PROPN
spir-8222	25	26	,	,	PUNCT
spir-8222	25	27	&	&	CCONJ
spir-8222	25	28	simon	simon	PROPN
spir-8222	25	29	,	,	PUNCT
spir-8222	25	30	2002	2002	NUM
spir-8222	25	31	;	;	PUNCT
spir-8222	25	32	evans	evan	NOUN
spir-8222	25	33	,	,	PUNCT
spir-8222	25	34	2007	2007	NUM
spir-8222	25	35	;	;	PUNCT
spir-8222	25	36	gu	gu	PROPN
spir-8222	25	37	,	,	PUNCT
spir-8222	25	38	chen	chen	PROPN
spir-8222	25	39	,	,	PUNCT
spir-8222	25	40	chen	chen	PROPN
spir-8222	25	41	,	,	PUNCT
spir-8222	25	42	&	&	CCONJ
spir-8222	25	43	lu	lu	PROPN
spir-8222	25	44	,	,	PUNCT
spir-8222	25	45	2012	2012	NUM
spir-8222	25	46	;	;	PUNCT
spir-8222	25	47	nie	nie	PROPN
spir-8222	25	48	,	,	PUNCT
spir-8222	25	49	davison	davison	PROPN
spir-8222	25	50	,	,	PUNCT
spir-8222	25	51	&	&	CCONJ
spir-8222	25	52	qi	qi	PROPN
spir-8222	25	53	,	,	PUNCT
spir-8222	25	54	2006	2006	NUM
spir-8222	25	55	)	)	PUNCT
spir-8222	25	56	or	or	CCONJ
spir-8222	25	57	the	the	DET
spir-8222	25	58	application	application	NOUN
spir-8222	25	59	of	of	ADP
spir-8222	25	60	the	the	DET
spir-8222	25	61	formula	formula	NOUN
spir-8222	25	62	to	to	ADP
spir-8222	25	63	networks	network	NOUN
spir-8222	25	64	besides	besides	SCONJ
spir-8222	25	65	the	the	DET
spir-8222	25	66	web	web	NOUN
spir-8222	25	67	(	(	PUNCT
spir-8222	25	68	iván	iván	NOUN
spir-8222	25	69	&	&	CCONJ
spir-8222	25	70	grolmusz	grolmusz	PROPN
spir-8222	25	71	,	,	PUNCT
spir-8222	25	72	2011	2011	NUM
spir-8222	25	73	;	;	PUNCT
spir-8222	25	74	takahashi	takahashi	PROPN
spir-8222	25	75	,	,	PUNCT
spir-8222	25	76	et	et	PROPN
spir-8222	25	77	al	al	PROPN
spir-8222	25	78	.	.	PROPN
spir-8222	25	79	,	,	PUNCT
spir-8222	25	80	2011	2011	NUM
spir-8222	25	81	)	)	PUNCT
spir-8222	25	82	.	.	PUNCT
spir-8222	26	1	in	in	ADP
spir-8222	26	2	this	this	DET
spir-8222	26	3	paper	paper	NOUN
spir-8222	26	4	,	,	PUNCT
spir-8222	26	5	i	i	PRON
spir-8222	26	6	will	will	AUX
spir-8222	26	7	describe	describe	VERB
spir-8222	26	8	how	how	SCONJ
spir-8222	26	9	pagerank	pagerank	NOUN
spir-8222	26	10	mediates	mediate	VERB
spir-8222	26	11	the	the	DET
spir-8222	26	12	web	web	NOUN
spir-8222	26	13	by	by	ADP
spir-8222	26	14	bringing	bring	VERB
spir-8222	26	15	into	into	ADP
spir-8222	26	16	existence	existence	NOUN
spir-8222	26	17	a	a	DET
spir-8222	26	18	version	version	NOUN
spir-8222	26	19	of	of	ADP
spir-8222	26	20	the	the	DET
spir-8222	26	21	network	network	NOUN
spir-8222	26	22	that	that	PRON
spir-8222	26	23	would	would	AUX
spir-8222	26	24	not	not	PART
spir-8222	26	25	exist	exist	VERB
spir-8222	26	26	without	without	ADP
spir-8222	26	27	it	it	PRON
spir-8222	26	28	.	.	PUNCT
spir-8222	27	1	i	i	PRON
spir-8222	27	2	will	will	AUX
spir-8222	27	3	then	then	ADV
spir-8222	27	4	show	show	VERB
spir-8222	27	5	how	how	SCONJ
spir-8222	27	6	that	that	SCONJ
spir-8222	27	7	network	network	NOUN
spir-8222	27	8	privileges	privilege	VERB
spir-8222	27	9	unique	unique	ADJ
spir-8222	27	10	goals	goal	NOUN
spir-8222	27	11	and	and	CCONJ
spir-8222	27	12	values	value	NOUN
spir-8222	27	13	,	,	PUNCT
spir-8222	27	14	examining	examine	VERB
spir-8222	27	15	how	how	SCONJ
spir-8222	27	16	those	those	DET
spir-8222	27	17	goals	goal	NOUN
spir-8222	27	18	and	and	CCONJ
spir-8222	27	19	values	value	NOUN
spir-8222	27	20	prescribe	prescribe	VERB
spir-8222	27	21	a	a	DET
spir-8222	27	22	particular	particular	ADJ
spir-8222	27	23	role	role	NOUN
spir-8222	27	24	for	for	ADP
spir-8222	27	25	users	user	NOUN
spir-8222	27	26	within	within	ADP
spir-8222	27	27	that	that	DET
spir-8222	27	28	network	network	NOUN
spir-8222	27	29	.	.	PUNCT
spir-8222	28	1	i	i	PRON
spir-8222	28	2	will	will	AUX
spir-8222	28	3	begin	begin	VERB
spir-8222	28	4	by	by	ADP
spir-8222	28	5	describing	describe	VERB
spir-8222	28	6	pagerank	pagerank	NOUN
spir-8222	28	7	's	's	PART
spir-8222	28	8	method	method	NOUN
spir-8222	28	9	of	of	ADP
spir-8222	28	10	determining	determine	VERB
spir-8222	28	11	the	the	DET
spir-8222	28	12	relevance	relevance	NOUN
spir-8222	28	13	of	of	ADP
spir-8222	28	14	pages	page	NOUN
spir-8222	28	15	to	to	ADP
spir-8222	28	16	a	a	DET
spir-8222	28	17	query	query	NOUN
spir-8222	28	18	and	and	CCONJ
spir-8222	28	19	,	,	PUNCT
spir-8222	28	20	following	follow	VERB
spir-8222	28	21	latour	latour	PROPN
spir-8222	28	22	(	(	PUNCT
spir-8222	28	23	2004	2004	NUM
spir-8222	28	24	,	,	PUNCT
spir-8222	28	25	p.	p.	NOUN
spir-8222	28	26	132	132	NUM
spir-8222	28	27	)	)	PUNCT
spir-8222	28	28	,	,	PUNCT
spir-8222	28	29	i	i	PRON
spir-8222	28	30	will	will	AUX
spir-8222	28	31	argue	argue	VERB
spir-8222	28	32	that	that	SCONJ
spir-8222	28	33	this	this	DET
spir-8222	28	34	method	method	NOUN
spir-8222	28	35	traces	trace	VERB
spir-8222	28	36	a	a	DET
spir-8222	28	37	unique	unique	ADJ
spir-8222	28	38	network	network	NOUN
spir-8222	28	39	within	within	ADP
spir-8222	28	40	the	the	DET
spir-8222	28	41	wider	wide	ADJ
spir-8222	28	42	web	web	NOUN
spir-8222	28	43	.	.	PUNCT
spir-8222	29	1	i	i	PRON
spir-8222	29	2	will	will	AUX
spir-8222	29	3	then	then	ADV
spir-8222	29	4	ask	ask	VERB
spir-8222	29	5	how	how	SCONJ
spir-8222	29	6	this	this	DET
spir-8222	29	7	tracing	tracing	NOUN
spir-8222	29	8	determines	determine	VERB
spir-8222	29	9	the	the	DET
spir-8222	29	10	role	role	NOUN
spir-8222	29	11	of	of	ADP
spir-8222	29	12	the	the	DET
spir-8222	29	13	user	user	NOUN
spir-8222	29	14	in	in	ADP
spir-8222	29	15	assigning	assign	VERB
spir-8222	29	16	relevance	relevance	NOUN
spir-8222	29	17	to	to	PART
spir-8222	29	18	search	search	NOUN
spir-8222	29	19	results	result	NOUN
spir-8222	29	20	.	.	PUNCT
spir-8222	30	1	finally	finally	ADV
spir-8222	30	2	,	,	PUNCT
spir-8222	30	3	i	i	PRON
spir-8222	30	4	will	will	AUX
spir-8222	30	5	explore	explore	VERB
spir-8222	30	6	the	the	DET
spir-8222	30	7	impact	impact	NOUN
spir-8222	30	8	these	these	DET
spir-8222	30	9	answers	answer	NOUN
spir-8222	30	10	have	have	VERB
spir-8222	30	11	on	on	ADP
spir-8222	30	12	users	user	NOUN
spir-8222	30	13	'	'	PART
spir-8222	30	14	information	information	NOUN
spir-8222	30	15	-	-	PUNCT
spir-8222	30	16	seeking	seek	VERB
spir-8222	30	17	behaviors	behavior	NOUN
spir-8222	30	18	.	.	PUNCT
spir-8222	31	1	after	after	ADP
spir-8222	31	2	this	this	DET
spir-8222	31	3	analysis	analysis	NOUN
spir-8222	31	4	,	,	PUNCT
spir-8222	31	5	i	i	PRON
spir-8222	31	6	will	will	AUX
spir-8222	31	7	suggest	suggest	VERB
spir-8222	31	8	some	some	DET
spir-8222	31	9	ways	way	NOUN
spir-8222	31	10	that	that	PRON
spir-8222	31	11	acknowledging	acknowledge	VERB
spir-8222	31	12	the	the	DET
spir-8222	31	13	network	network	NOUN
spir-8222	31	14	properties	property	NOUN
spir-8222	31	15	of	of	ADP
spir-8222	31	16	algorithms	algorithm	NOUN
spir-8222	31	17	like	like	ADP
spir-8222	31	18	pagerank	pagerank	NOUN
spir-8222	31	19	in	in	ADP
spir-8222	31	20	discussions	discussion	NOUN
spir-8222	31	21	of	of	ADP
spir-8222	31	22	search	search	NOUN
spir-8222	31	23	could	could	AUX
spir-8222	31	24	provide	provide	VERB
spir-8222	31	25	new	new	ADJ
spir-8222	31	26	directions	direction	NOUN
spir-8222	31	27	for	for	ADP
spir-8222	31	28	research	research	NOUN
spir-8222	31	29	on	on	ADP
spir-8222	31	30	this	this	DET
spir-8222	31	31	topic	topic	NOUN
spir-8222	31	32	.	.	PUNCT
spir-8222	32	1	because	because	SCONJ
spir-8222	32	2	of	of	ADP
spir-8222	32	3	the	the	DET
spir-8222	32	4	important	important	ADJ
spir-8222	32	5	role	role	NOUN
spir-8222	32	6	search	search	NOUN
spir-8222	32	7	plays	play	NOUN
spir-8222	32	8	in	in	ADP
spir-8222	32	9	navigating	navigate	VERB
spir-8222	32	10	online	online	ADJ
spir-8222	32	11	information	information	NOUN
spir-8222	32	12	,	,	PUNCT
spir-8222	32	13	it	it	PRON
spir-8222	32	14	is	be	AUX
spir-8222	32	15	crucial	crucial	ADJ
spir-8222	32	16	to	to	PART
spir-8222	32	17	understand	understand	VERB
spir-8222	32	18	how	how	SCONJ
spir-8222	32	19	search	search	NOUN
spir-8222	32	20	algorithms	algorithm	NOUN
spir-8222	32	21	like	like	ADP
spir-8222	32	22	pagerank	pagerank	NOUN
spir-8222	32	23	privilege	privilege	VERB
spir-8222	32	24	certain	certain	ADJ
spir-8222	32	25	kinds	kind	NOUN
spir-8222	32	26	of	of	ADP
spir-8222	32	27	information	information	NOUN
spir-8222	32	28	and	and	CCONJ
spir-8222	32	29	informationseeking	informationseeke	VERB
spir-8222	32	30	over	over	ADP
spir-8222	32	31	others	other	NOUN
spir-8222	32	32	,	,	PUNCT
spir-8222	32	33	as	as	ADV
spir-8222	32	34	well	well	ADV
spir-8222	32	35	as	as	ADP
spir-8222	32	36	the	the	DET
spir-8222	32	37	role	role	NOUN
spir-8222	32	38	that	that	PRON
spir-8222	32	39	networks	network	NOUN
spir-8222	32	40	play	play	VERB
spir-8222	32	41	in	in	ADP
spir-8222	32	42	this	this	DET
spir-8222	32	43	process	process	NOUN
spir-8222	32	44	.	.	PUNCT
spir-8222	33	1	pagerank	pagerank	NOUN
spir-8222	33	2	and	and	CCONJ
spir-8222	33	3	tracing	trace	VERB
spir-8222	33	4	the	the	DET
spir-8222	33	5	web	web	NOUN
spir-8222	33	6	network	network	NOUN
spir-8222	33	7	theorists	theorist	NOUN
spir-8222	33	8	have	have	AUX
spir-8222	33	9	argued	argue	VERB
spir-8222	33	10	that	that	SCONJ
spir-8222	33	11	networks	network	NOUN
spir-8222	33	12	are	be	AUX
spir-8222	33	13	not	not	PART
spir-8222	33	14	things	thing	NOUN
spir-8222	33	15	,	,	PUNCT
spir-8222	33	16	but	but	CCONJ
spir-8222	33	17	rather	rather	ADV
spir-8222	33	18	are	be	AUX
spir-8222	33	19	constituted	constitute	VERB
spir-8222	33	20	in	in	ADP
spir-8222	33	21	"	"	PUNCT
spir-8222	33	22	discourses	discourse	NOUN
spir-8222	33	23	"	"	PUNCT
spir-8222	33	24	(	(	PUNCT
spir-8222	33	25	castells	castell	NOUN
spir-8222	33	26	,	,	PUNCT
spir-8222	33	27	2009	2009	NUM
spir-8222	33	28	,	,	PUNCT
spir-8222	33	29	p.	p.	NOUN
spir-8222	33	30	53	53	NUM
spir-8222	33	31	)	)	PUNCT
spir-8222	33	32	and	and	CCONJ
spir-8222	33	33	the	the	DET
spir-8222	33	34	"	"	PUNCT
spir-8222	33	35	frames	frame	NOUN
spir-8222	33	36	"	"	PUNCT
spir-8222	33	37	and	and	CCONJ
spir-8222	33	38	values	value	NOUN
spir-8222	33	39	(	(	PUNCT
spir-8222	33	40	castells	castell	NOUN
spir-8222	33	41	,	,	PUNCT
spir-8222	33	42	2009	2009	NUM
spir-8222	33	43	,	,	PUNCT
spir-8222	33	44	p.	p.	NOUN
spir-8222	33	45	46	46	NUM
spir-8222	33	46	)	)	PUNCT
spir-8222	33	47	they	they	PRON
spir-8222	33	48	provide	provide	VERB
spir-8222	33	49	for	for	ADP
spir-8222	33	50	particular	particular	ADJ
spir-8222	33	51	information	information	NOUN
spir-8222	33	52	or	or	CCONJ
spir-8222	33	53	interactions	interaction	NOUN
spir-8222	33	54	.	.	PUNCT
spir-8222	34	1	as	as	SCONJ
spir-8222	34	2	latour	latour	PROPN
spir-8222	34	3	(	(	PUNCT
spir-8222	34	4	2004	2004	NUM
spir-8222	34	5	)	)	PUNCT
spir-8222	34	6	puts	put	VERB
spir-8222	34	7	it	it	PRON
spir-8222	34	8	,	,	PUNCT
spir-8222	34	9	networks	network	NOUN
spir-8222	34	10	are	be	AUX
spir-8222	34	11	not	not	PART
spir-8222	34	12	simply	simply	ADV
spir-8222	34	13	physical	physical	ADJ
spir-8222	34	14	entities	entity	NOUN
spir-8222	34	15	like	like	ADP
spir-8222	34	16	"	"	PUNCT
spir-8222	34	17	nylon	nylon	NOUN
spir-8222	34	18	thread	thread	NOUN
spir-8222	34	19	"	"	PUNCT
spir-8222	34	20	(	(	PUNCT
spir-8222	34	21	p.	p.	NOUN
spir-8222	34	22	132	132	NUM
spir-8222	34	23	)	)	PUNCT
spir-8222	34	24	;	;	PUNCT
spir-8222	34	25	rather	rather	ADV
spir-8222	34	26	,	,	PUNCT
spir-8222	34	27	they	they	PRON
spir-8222	34	28	are	be	AUX
spir-8222	34	29	"	"	PUNCT
spir-8222	34	30	the	the	DET
spir-8222	34	31	trace	trace	NOUN
spir-8222	34	32	left	leave	VERB
spir-8222	34	33	behind	behind	ADV
spir-8222	34	34	by	by	ADP
spir-8222	34	35	some	some	DET
spir-8222	34	36	moving	move	VERB
spir-8222	34	37	agent	agent	NOUN
spir-8222	34	38	"	"	PUNCT
spir-8222	34	39	(	(	PUNCT
spir-8222	34	40	p.	p.	NOUN
spir-8222	34	41	132	132	NUM
spir-8222	34	42	)	)	PUNCT
spir-8222	34	43	through	through	ADP
spir-8222	34	44	both	both	CCONJ
spir-8222	34	45	technological	technological	ADJ
spir-8222	34	46	and	and	CCONJ
spir-8222	34	47	cultural	cultural	ADJ
spir-8222	34	48	structures	structure	NOUN
spir-8222	34	49	.	.	PUNCT
spir-8222	35	1	as	as	ADP
spir-8222	35	2	such	such	ADJ
spir-8222	35	3	,	,	PUNCT
spir-8222	35	4	descriptions	description	NOUN
spir-8222	35	5	of	of	ADP
spir-8222	35	6	networks	network	NOUN
spir-8222	35	7	are	be	AUX
spir-8222	35	8	necessarily	necessarily	ADV
spir-8222	35	9	partial	partial	ADJ
spir-8222	35	10	and	and	CCONJ
spir-8222	35	11	interpretive	interpretive	ADJ
spir-8222	35	12	.	.	PUNCT
spir-8222	36	1	being	be	AUX
spir-8222	36	2	a	a	DET
spir-8222	36	3	network	network	NOUN
spir-8222	36	4	,	,	PUNCT
spir-8222	36	5	the	the	DET
spir-8222	36	6	internet	internet	NOUN
spir-8222	36	7	is	be	AUX
spir-8222	36	8	not	not	PART
spir-8222	36	9	a	a	DET
spir-8222	36	10	distinct	distinct	ADJ
spir-8222	36	11	thing	thing	NOUN
spir-8222	36	12	,	,	PUNCT
spir-8222	36	13	but	but	CCONJ
spir-8222	36	14	it	it	PRON
spir-8222	36	15	is	be	AUX
spir-8222	36	16	a	a	DET
spir-8222	36	17	process	process	NOUN
spir-8222	36	18	that	that	PRON
spir-8222	36	19	connects	connect	VERB
spir-8222	36	20	many	many	ADJ
spir-8222	36	21	different	different	ADJ
spir-8222	36	22	—	—	PUNCT
spir-8222	36	23	and	and	CCONJ
spir-8222	36	24	constantly	constantly	ADV
spir-8222	36	25	changing	change	VERB
spir-8222	36	26	—	—	PUNCT
spir-8222	36	27	resources	resource	NOUN
spir-8222	36	28	,	,	PUNCT
spir-8222	36	29	both	both	DET
spir-8222	36	30	4	4	NUM
spir-8222	36	31	technological	technological	ADJ
spir-8222	36	32	and	and	CCONJ
spir-8222	36	33	human	human	NOUN
spir-8222	36	34	.	.	PUNCT
spir-8222	37	1	in	in	ADP
spir-8222	37	2	their	their	PRON
spir-8222	37	3	discussion	discussion	NOUN
spir-8222	37	4	of	of	ADP
spir-8222	37	5	search	search	NOUN
spir-8222	37	6	algorithms	algorithm	NOUN
spir-8222	37	7	,	,	PUNCT
spir-8222	37	8	heineman	heineman	NOUN
spir-8222	37	9	,	,	PUNCT
spir-8222	37	10	pollice	pollice	NOUN
spir-8222	37	11	,	,	PUNCT
spir-8222	37	12	and	and	CCONJ
spir-8222	37	13	selkow	selkow	NOUN
spir-8222	37	14	(	(	PUNCT
spir-8222	37	15	2009	2009	NUM
spir-8222	37	16	)	)	PUNCT
spir-8222	37	17	state	state	NOUN
spir-8222	37	18	that	that	SCONJ
spir-8222	37	19	efficient	efficient	ADJ
spir-8222	37	20	search	search	NOUN
spir-8222	37	21	depends	depend	VERB
spir-8222	37	22	not	not	PART
spir-8222	37	23	only	only	ADV
spir-8222	37	24	on	on	ADP
spir-8222	37	25	the	the	DET
spir-8222	37	26	effective	effective	ADJ
spir-8222	37	27	structuring	structuring	NOUN
spir-8222	37	28	of	of	ADP
spir-8222	37	29	data	datum	NOUN
spir-8222	37	30	,	,	PUNCT
spir-8222	37	31	but	but	CCONJ
spir-8222	37	32	also	also	ADV
spir-8222	37	33	on	on	ADP
spir-8222	37	34	choosing	choose	VERB
spir-8222	37	35	the	the	DET
spir-8222	37	36	right	right	ADJ
spir-8222	37	37	algorithm	algorithm	NOUN
spir-8222	37	38	for	for	ADP
spir-8222	37	39	the	the	DET
spir-8222	37	40	particular	particular	ADJ
spir-8222	37	41	search	search	NOUN
spir-8222	37	42	task	task	NOUN
spir-8222	37	43	(	(	PUNCT
spir-8222	37	44	p.	p.	NOUN
spir-8222	37	45	106	106	NUM
spir-8222	37	46	)	)	PUNCT
spir-8222	37	47	.	.	PUNCT
spir-8222	38	1	for	for	ADP
spir-8222	38	2	a	a	DET
spir-8222	38	3	search	search	NOUN
spir-8222	38	4	to	to	PART
spir-8222	38	5	return	return	VERB
spir-8222	38	6	results	result	NOUN
spir-8222	38	7	quickly	quickly	ADV
spir-8222	38	8	and	and	CCONJ
spir-8222	38	9	effectively	effectively	ADV
spir-8222	38	10	,	,	PUNCT
spir-8222	38	11	it	it	PRON
spir-8222	38	12	is	be	AUX
spir-8222	38	13	important	important	ADJ
spir-8222	38	14	to	to	PART
spir-8222	38	15	organize	organize	VERB
spir-8222	38	16	the	the	DET
spir-8222	38	17	information	information	NOUN
spir-8222	38	18	being	be	AUX
spir-8222	38	19	searched	search	VERB
spir-8222	38	20	in	in	ADP
spir-8222	38	21	a	a	DET
spir-8222	38	22	way	way	NOUN
spir-8222	38	23	that	that	PRON
spir-8222	38	24	allows	allow	VERB
spir-8222	38	25	the	the	DET
spir-8222	38	26	algorithm	algorithm	NOUN
spir-8222	38	27	to	to	PART
spir-8222	38	28	quickly	quickly	ADV
spir-8222	38	29	navigate	navigate	VERB
spir-8222	38	30	it	it	PRON
spir-8222	38	31	for	for	ADP
spir-8222	38	32	the	the	DET
spir-8222	38	33	result	result	NOUN
spir-8222	38	34	that	that	PRON
spir-8222	38	35	is	be	AUX
spir-8222	38	36	desired	desire	VERB
spir-8222	38	37	.	.	PUNCT
spir-8222	39	1	for	for	ADP
spir-8222	39	2	this	this	DET
spir-8222	39	3	reason	reason	NOUN
spir-8222	39	4	,	,	PUNCT
spir-8222	39	5	algorithms	algorithm	NOUN
spir-8222	39	6	and	and	CCONJ
spir-8222	39	7	data	datum	NOUN
spir-8222	39	8	structure	structure	NOUN
spir-8222	39	9	are	be	AUX
spir-8222	39	10	intimately	intimately	ADV
spir-8222	39	11	connected	connect	VERB
spir-8222	39	12	,	,	PUNCT
spir-8222	39	13	and	and	CCONJ
spir-8222	39	14	the	the	DET
spir-8222	39	15	choice	choice	NOUN
spir-8222	39	16	of	of	ADP
spir-8222	39	17	one	one	NUM
spir-8222	39	18	directly	directly	ADV
spir-8222	39	19	influences	influence	VERB
spir-8222	39	20	the	the	DET
spir-8222	39	21	choice	choice	NOUN
spir-8222	39	22	of	of	ADP
spir-8222	39	23	the	the	DET
spir-8222	39	24	other	other	ADJ
spir-8222	39	25	.	.	PUNCT
spir-8222	40	1	indeed	indeed	ADV
spir-8222	40	2	,	,	PUNCT
spir-8222	40	3	while	while	SCONJ
spir-8222	40	4	google	google	NOUN
spir-8222	40	5	is	be	AUX
spir-8222	40	6	well	well	ADV
spir-8222	40	7	known	known	ADJ
spir-8222	40	8	for	for	ADP
spir-8222	40	9	its	its	PRON
spir-8222	40	10	search	search	NOUN
spir-8222	40	11	algorithms	algorithm	NOUN
spir-8222	40	12	,	,	PUNCT
spir-8222	40	13	it	it	PRON
spir-8222	40	14	has	have	AUX
spir-8222	40	15	also	also	ADV
spir-8222	40	16	been	be	AUX
spir-8222	40	17	praised	praise	VERB
spir-8222	40	18	for	for	ADP
spir-8222	40	19	the	the	DET
spir-8222	40	20	unique	unique	ADJ
spir-8222	40	21	methods	method	NOUN
spir-8222	40	22	it	it	PRON
spir-8222	40	23	uses	use	VERB
spir-8222	40	24	to	to	ADP
spir-8222	40	25	index	index	NOUN
spir-8222	40	26	and	and	CCONJ
spir-8222	40	27	structure	structure	NOUN
spir-8222	40	28	web	web	NOUN
spir-8222	40	29	data	data	PROPN
spir-8222	40	30	.	.	PUNCT
spir-8222	41	1	o'reilly	o'reilly	PROPN
spir-8222	41	2	(	(	PUNCT
spir-8222	41	3	2005	2005	NUM
spir-8222	41	4	)	)	PUNCT
spir-8222	41	5	has	have	AUX
spir-8222	41	6	specifically	specifically	ADV
spir-8222	41	7	claimed	claim	VERB
spir-8222	41	8	google	google	PROPN
spir-8222	41	9	's	's	PART
spir-8222	41	10	primary	primary	ADJ
spir-8222	41	11	value	value	NOUN
spir-8222	41	12	was	be	AUX
spir-8222	41	13	as	as	ADP
spir-8222	41	14	a	a	DET
spir-8222	41	15	"	"	PUNCT
spir-8222	41	16	specialized	specialized	ADJ
spir-8222	41	17	database	database	NOUN
spir-8222	41	18	,	,	PUNCT
spir-8222	41	19	"	"	PUNCT
spir-8222	41	20	not	not	PART
spir-8222	41	21	a	a	DET
spir-8222	41	22	search	search	NOUN
spir-8222	41	23	engine	engine	NOUN
spir-8222	41	24	.	.	PUNCT
spir-8222	42	1	as	as	ADP
spir-8222	42	2	halavais	halavais	NOUN
spir-8222	42	3	(	(	PUNCT
spir-8222	42	4	2009	2009	NUM
spir-8222	42	5	)	)	PUNCT
spir-8222	42	6	notes	note	NOUN
spir-8222	42	7	in	in	ADP
spir-8222	42	8	his	his	PRON
spir-8222	42	9	cultural	cultural	ADJ
spir-8222	42	10	analysis	analysis	NOUN
spir-8222	42	11	of	of	ADP
spir-8222	42	12	search	search	NOUN
spir-8222	42	13	,	,	PUNCT
spir-8222	42	14	search	search	NOUN
spir-8222	42	15	algorithms	algorithm	NOUN
spir-8222	42	16	present	present	VERB
spir-8222	42	17	particular	particular	ADJ
spir-8222	42	18	views	view	NOUN
spir-8222	42	19	or	or	CCONJ
spir-8222	42	20	biases	bias	NOUN
spir-8222	42	21	of	of	ADP
spir-8222	42	22	information	information	NOUN
spir-8222	42	23	(	(	PUNCT
spir-8222	42	24	p.	p.	NOUN
spir-8222	42	25	87	87	NUM
spir-8222	42	26	)	)	PUNCT
spir-8222	42	27	,	,	PUNCT
spir-8222	42	28	and	and	CCONJ
spir-8222	42	29	i	i	PRON
spir-8222	42	30	argue	argue	VERB
spir-8222	42	31	that	that	SCONJ
spir-8222	42	32	this	this	DET
spir-8222	42	33	claim	claim	NOUN
spir-8222	42	34	not	not	PART
spir-8222	42	35	only	only	ADV
spir-8222	42	36	covers	cover	VERB
spir-8222	42	37	the	the	DET
spir-8222	42	38	methodology	methodology	NOUN
spir-8222	42	39	of	of	ADP
spir-8222	42	40	search	search	NOUN
spir-8222	42	41	,	,	PUNCT
spir-8222	42	42	but	but	CCONJ
spir-8222	42	43	also	also	ADV
spir-8222	42	44	the	the	DET
spir-8222	42	45	ways	way	NOUN
spir-8222	42	46	that	that	PRON
spir-8222	42	47	search	search	NOUN
spir-8222	42	48	conceptualizes	conceptualize	VERB
spir-8222	42	49	the	the	DET
spir-8222	42	50	information	information	NOUN
spir-8222	42	51	that	that	PRON
spir-8222	42	52	is	be	AUX
spir-8222	42	53	being	be	AUX
spir-8222	42	54	searched	search	VERB
spir-8222	42	55	for	for	ADP
spir-8222	42	56	.	.	PUNCT
spir-8222	43	1	search	search	NOUN
spir-8222	43	2	engines	engine	NOUN
spir-8222	43	3	do	do	VERB
spir-8222	43	4	more	more	ADJ
spir-8222	43	5	than	than	SCONJ
spir-8222	43	6	simply	simply	ADV
spir-8222	43	7	provide	provide	VERB
spir-8222	43	8	a	a	DET
spir-8222	43	9	window	window	NOUN
spir-8222	43	10	onto	onto	ADP
spir-8222	43	11	the	the	DET
spir-8222	43	12	web	web	NOUN
spir-8222	43	13	,	,	PUNCT
spir-8222	43	14	but	but	CCONJ
spir-8222	43	15	,	,	PUNCT
spir-8222	43	16	in	in	ADP
spir-8222	43	17	indexing	indexing	NOUN
spir-8222	43	18	and	and	CCONJ
spir-8222	43	19	formatting	format	VERB
spir-8222	43	20	the	the	DET
spir-8222	43	21	web	web	NOUN
spir-8222	43	22	in	in	ADP
spir-8222	43	23	particular	particular	ADJ
spir-8222	43	24	ways	way	NOUN
spir-8222	43	25	,	,	PUNCT
spir-8222	43	26	they	they	PRON
spir-8222	43	27	value	value	VERB
spir-8222	43	28	certain	certain	ADJ
spir-8222	43	29	forms	form	NOUN
spir-8222	43	30	of	of	ADP
spir-8222	43	31	participation	participation	NOUN
spir-8222	43	32	and	and	CCONJ
spir-8222	43	33	certain	certain	ADJ
spir-8222	43	34	classes	class	NOUN
spir-8222	43	35	of	of	ADP
spir-8222	43	36	information	information	NOUN
spir-8222	43	37	over	over	ADP
spir-8222	43	38	others	other	NOUN
spir-8222	43	39	.	.	PUNCT
spir-8222	44	1	in	in	ADP
spir-8222	44	2	this	this	DET
spir-8222	44	3	section	section	NOUN
spir-8222	44	4	i	i	PRON
spir-8222	44	5	will	will	AUX
spir-8222	44	6	discuss	discuss	VERB
spir-8222	44	7	what	what	PRON
spir-8222	44	8	the	the	DET
spir-8222	44	9	known	know	VERB
spir-8222	44	10	portions	portion	NOUN
spir-8222	44	11	of	of	ADP
spir-8222	44	12	the	the	DET
spir-8222	44	13	pagerank	pagerank	NOUN
spir-8222	44	14	algorithm	algorithm	NOUN
spir-8222	44	15	tell	tell	VERB
spir-8222	44	16	us	we	PRON
spir-8222	44	17	about	about	ADP
spir-8222	44	18	how	how	SCONJ
spir-8222	44	19	it	it	PRON
spir-8222	44	20	structures	structure	VERB
spir-8222	44	21	a	a	DET
spir-8222	44	22	network	network	NOUN
spir-8222	44	23	,	,	PUNCT
spir-8222	44	24	describing	describe	VERB
spir-8222	44	25	both	both	CCONJ
spir-8222	44	26	how	how	SCONJ
spir-8222	44	27	pagerank	pagerank	NOUN
spir-8222	44	28	creates	create	VERB
spir-8222	44	29	a	a	DET
spir-8222	44	30	trace	trace	NOUN
spir-8222	44	31	of	of	ADP
spir-8222	44	32	the	the	DET
spir-8222	44	33	web	web	NOUN
spir-8222	44	34	and	and	CCONJ
spir-8222	44	35	the	the	DET
spir-8222	44	36	types	type	NOUN
spir-8222	44	37	of	of	ADP
spir-8222	44	38	pages	page	NOUN
spir-8222	44	39	that	that	PRON
spir-8222	44	40	are	be	AUX
spir-8222	44	41	privileged	privileged	ADJ
spir-8222	44	42	in	in	ADP
spir-8222	44	43	this	this	DET
spir-8222	44	44	tracing	tracing	NOUN
spir-8222	44	45	.	.	PUNCT
spir-8222	45	1	describing	describe	VERB
spir-8222	45	2	pagerank	pagerank	NOUN
spir-8222	45	3	in	in	ADP
spir-8222	45	4	making	make	VERB
spir-8222	45	5	the	the	DET
spir-8222	45	6	case	case	NOUN
spir-8222	45	7	for	for	ADP
spir-8222	45	8	pagerank	pagerank	NOUN
spir-8222	45	9	,	,	PUNCT
spir-8222	45	10	brin	brin	NOUN
spir-8222	45	11	and	and	CCONJ
spir-8222	45	12	page	page	NOUN
spir-8222	45	13	(	(	PUNCT
spir-8222	45	14	1998	1998	NUM
spir-8222	45	15	)	)	PUNCT
spir-8222	45	16	argue	argue	VERB
spir-8222	45	17	that	that	SCONJ
spir-8222	45	18	then	then	ADV
spir-8222	45	19	-	-	PUNCT
spir-8222	45	20	current	current	ADJ
spir-8222	45	21	methods	method	NOUN
spir-8222	45	22	like	like	ADP
spir-8222	45	23	directories	directory	NOUN
spir-8222	45	24	and	and	CCONJ
spir-8222	45	25	keyword	keyword	NOUN
spir-8222	45	26	searching	searching	NOUN
spir-8222	45	27	were	be	AUX
spir-8222	45	28	unable	unable	ADJ
spir-8222	45	29	to	to	PART
spir-8222	45	30	handle	handle	VERB
spir-8222	45	31	the	the	DET
spir-8222	45	32	constant	constant	ADJ
spir-8222	45	33	growth	growth	NOUN
spir-8222	45	34	of	of	ADP
spir-8222	45	35	the	the	DET
spir-8222	45	36	web	web	NOUN
spir-8222	45	37	.	.	PUNCT
spir-8222	46	1	in	in	ADP
spir-8222	46	2	the	the	DET
spir-8222	46	3	first	first	ADJ
spir-8222	46	4	case	case	NOUN
spir-8222	46	5	,	,	PUNCT
spir-8222	46	6	while	while	SCONJ
spir-8222	46	7	directories	directory	NOUN
spir-8222	46	8	like	like	ADP
spir-8222	46	9	yahoo	yahoo	PROPN
spir-8222	46	10	!	!	PROPN
spir-8222	46	11	were	be	AUX
spir-8222	46	12	good	good	ADJ
spir-8222	46	13	for	for	ADP
spir-8222	46	14	some	some	DET
spir-8222	46	15	purposes	purpose	NOUN
spir-8222	46	16	—	—	PUNCT
spir-8222	46	17	covering	cover	VERB
spir-8222	46	18	"	"	PUNCT
spir-8222	46	19	popular	popular	ADJ
spir-8222	46	20	topics	topic	NOUN
spir-8222	46	21	,	,	PUNCT
spir-8222	46	22	"	"	PUNCT
spir-8222	46	23	for	for	ADP
spir-8222	46	24	example	example	NOUN
spir-8222	46	25	—	—	PUNCT
spir-8222	46	26	they	they	PRON
spir-8222	46	27	had	have	VERB
spir-8222	46	28	trouble	trouble	NOUN
spir-8222	46	29	scaling	scale	VERB
spir-8222	46	30	and	and	CCONJ
spir-8222	46	31	updating	update	VERB
spir-8222	46	32	with	with	ADP
spir-8222	46	33	new	new	ADJ
spir-8222	46	34	web	web	NOUN
spir-8222	46	35	content	content	NOUN
spir-8222	46	36	,	,	PUNCT
spir-8222	46	37	and	and	CCONJ
spir-8222	46	38	in	in	ADP
spir-8222	46	39	the	the	DET
spir-8222	46	40	second	second	ADJ
spir-8222	46	41	case	case	NOUN
spir-8222	46	42	traditional	traditional	ADJ
spir-8222	46	43	keyword	keyword	NOUN
spir-8222	46	44	search	search	NOUN
spir-8222	46	45	"	"	PUNCT
spir-8222	46	46	return[ed	return[ed	PROPN
spir-8222	46	47	]	]	PUNCT
spir-8222	46	48	too	too	ADV
spir-8222	46	49	many	many	ADJ
spir-8222	46	50	low	low	ADJ
spir-8222	46	51	quality	quality	NOUN
spir-8222	46	52	"	"	PUNCT
spir-8222	46	53	results	result	NOUN
spir-8222	46	54	(	(	PUNCT
spir-8222	46	55	p.	p.	NOUN
spir-8222	46	56	107	107	NUM
spir-8222	46	57	)	)	PUNCT
spir-8222	46	58	.	.	PUNCT
spir-8222	47	1	brin	brin	PROPN
spir-8222	47	2	and	and	CCONJ
spir-8222	47	3	page	page	NOUN
spir-8222	47	4	's	's	PART
spir-8222	47	5	answer	answer	NOUN
spir-8222	47	6	to	to	ADP
spir-8222	47	7	these	these	DET
spir-8222	47	8	problems	problem	NOUN
spir-8222	47	9	was	be	AUX
spir-8222	47	10	to	to	PART
spir-8222	47	11	use	use	VERB
spir-8222	47	12	"	"	PUNCT
spir-8222	47	13	the	the	DET
spir-8222	47	14	link	link	NOUN
spir-8222	47	15	structure	structure	NOUN
spir-8222	47	16	of	of	ADP
spir-8222	47	17	the	the	DET
spir-8222	47	18	web	web	NOUN
spir-8222	47	19	,	,	PUNCT
spir-8222	47	20	"	"	PUNCT
spir-8222	47	21	or	or	CCONJ
spir-8222	47	22	the	the	DET
spir-8222	47	23	"	"	PUNCT
spir-8222	47	24	citation	citation	NOUN
spir-8222	47	25	(	(	PUNCT
spir-8222	47	26	link	link	NOUN
spir-8222	47	27	)	)	PUNCT
spir-8222	47	28	graph	graph	NOUN
spir-8222	47	29	,	,	PUNCT
spir-8222	47	30	"	"	PUNCT
spir-8222	47	31	to	to	PART
spir-8222	47	32	determine	determine	VERB
spir-8222	47	33	the	the	DET
spir-8222	47	34	"	"	PUNCT
spir-8222	47	35	quality	quality	NOUN
spir-8222	47	36	"	"	PUNCT
spir-8222	47	37	of	of	ADP
spir-8222	47	38	"	"	PUNCT
spir-8222	47	39	each	each	DET
spir-8222	47	40	web	web	NOUN
spir-8222	47	41	page	page	NOUN
spir-8222	47	42	"	"	PUNCT
spir-8222	47	43	encountered	encounter	VERB
spir-8222	47	44	by	by	ADP
spir-8222	47	45	their	their	PRON
spir-8222	47	46	algorithm	algorithm	NOUN
spir-8222	47	47	(	(	PUNCT
spir-8222	47	48	p.	p.	NOUN
spir-8222	47	49	109	109	NUM
spir-8222	47	50	)	)	PUNCT
spir-8222	47	51	.	.	PUNCT
spir-8222	48	1	pagerank	pagerank	NOUN
spir-8222	48	2	gives	give	VERB
spir-8222	48	3	each	each	DET
spir-8222	48	4	page	page	NOUN
spir-8222	48	5	it	it	PRON
spir-8222	48	6	in	in	ADP
spir-8222	48	7	its	its	PRON
spir-8222	48	8	index	index	NOUN
spir-8222	48	9	a	a	DET
spir-8222	48	10	score	score	NOUN
spir-8222	48	11	based	base	VERB
spir-8222	48	12	on	on	ADP
spir-8222	48	13	how	how	SCONJ
spir-8222	48	14	many	many	ADJ
spir-8222	48	15	other	other	ADJ
spir-8222	48	16	pages	page	NOUN
spir-8222	48	17	link	link	VERB
spir-8222	48	18	to	to	ADP
spir-8222	48	19	5	5	NUM
spir-8222	48	20	it	it	PRON
spir-8222	48	21	and	and	CCONJ
spir-8222	48	22	how	how	SCONJ
spir-8222	48	23	many	many	ADJ
spir-8222	48	24	pages	page	NOUN
spir-8222	48	25	it	it	PRON
spir-8222	48	26	links	link	VERB
spir-8222	48	27	to	to	ADP
spir-8222	48	28	.	.	PUNCT
spir-8222	49	1	further	far	ADV
spir-8222	49	2	,	,	PUNCT
spir-8222	49	3	links	link	NOUN
spir-8222	49	4	that	that	PRON
spir-8222	49	5	come	come	VERB
spir-8222	49	6	from	from	ADP
spir-8222	49	7	pages	page	NOUN
spir-8222	49	8	with	with	ADP
spir-8222	49	9	a	a	DET
spir-8222	49	10	high	high	ADJ
spir-8222	49	11	pagerank	pagerank	NOUN
spir-8222	49	12	are	be	AUX
spir-8222	49	13	weighted	weight	VERB
spir-8222	49	14	more	more	ADV
spir-8222	49	15	heavily	heavily	ADV
spir-8222	49	16	within	within	ADP
spir-8222	49	17	the	the	DET
spir-8222	49	18	system	system	NOUN
spir-8222	49	19	than	than	ADP
spir-8222	49	20	links	link	NOUN
spir-8222	49	21	that	that	PRON
spir-8222	49	22	come	come	VERB
spir-8222	49	23	from	from	ADP
spir-8222	49	24	pages	page	NOUN
spir-8222	49	25	that	that	PRON
spir-8222	49	26	do	do	AUX
spir-8222	49	27	not	not	PART
spir-8222	49	28	have	have	VERB
spir-8222	49	29	a	a	DET
spir-8222	49	30	high	high	ADJ
spir-8222	49	31	pagerank	pagerank	NOUN
spir-8222	49	32	(	(	PUNCT
spir-8222	49	33	p.	p.	NOUN
spir-8222	49	34	110	110	NUM
spir-8222	49	35	)	)	PUNCT
spir-8222	49	36	.	.	PUNCT
spir-8222	50	1	this	this	DET
spir-8222	50	2	method	method	NOUN
spir-8222	50	3	is	be	AUX
spir-8222	50	4	supposed	suppose	VERB
spir-8222	50	5	to	to	PART
spir-8222	50	6	be	be	AUX
spir-8222	50	7	"	"	PUNCT
spir-8222	50	8	a	a	DET
spir-8222	50	9	model	model	NOUN
spir-8222	50	10	of	of	ADP
spir-8222	50	11	user	user	NOUN
spir-8222	50	12	behavior	behavior	NOUN
spir-8222	50	13	,	,	PUNCT
spir-8222	50	14	"	"	PUNCT
spir-8222	50	15	where	where	SCONJ
spir-8222	50	16	the	the	DET
spir-8222	50	17	user	user	NOUN
spir-8222	50	18	is	be	AUX
spir-8222	50	19	described	describe	VERB
spir-8222	50	20	as	as	ADP
spir-8222	50	21	a	a	DET
spir-8222	50	22	'	'	PUNCT
spir-8222	50	23	random	random	ADJ
spir-8222	50	24	surfer	surfer	NOUN
spir-8222	50	25	'	'	PUNCT
spir-8222	50	26	who	who	PRON
spir-8222	50	27	is	be	AUX
spir-8222	50	28	given	give	VERB
spir-8222	50	29	a	a	DET
spir-8222	50	30	web	web	NOUN
spir-8222	50	31	page	page	NOUN
spir-8222	50	32	at	at	ADP
spir-8222	50	33	random	random	ADJ
spir-8222	50	34	and	and	CCONJ
spir-8222	50	35	keeps	keep	VERB
spir-8222	50	36	clicking	click	VERB
spir-8222	50	37	on	on	ADP
spir-8222	50	38	links	link	NOUN
spir-8222	50	39	,	,	PUNCT
spir-8222	50	40	never	never	ADV
spir-8222	50	41	hitting	hit	VERB
spir-8222	50	42	'	'	PUNCT
spir-8222	50	43	back	back	NOUN
spir-8222	50	44	'	'	PUNCT
spir-8222	50	45	but	but	CCONJ
spir-8222	50	46	eventually	eventually	ADV
spir-8222	50	47	gets	get	VERB
spir-8222	50	48	bored	bored	ADJ
spir-8222	50	49	and	and	CCONJ
spir-8222	50	50	starts	start	VERB
spir-8222	50	51	on	on	ADP
spir-8222	50	52	another	another	DET
spir-8222	50	53	random	random	ADJ
spir-8222	50	54	page	page	NOUN
spir-8222	50	55	.	.	PUNCT
spir-8222	51	1	the	the	DET
spir-8222	51	2	probability	probability	NOUN
spir-8222	51	3	that	that	SCONJ
spir-8222	51	4	the	the	DET
spir-8222	51	5	random	random	ADJ
spir-8222	51	6	surfer	surfer	NOUN
spir-8222	51	7	visits	visit	NOUN
spir-8222	51	8	a	a	DET
spir-8222	51	9	page	page	NOUN
spir-8222	51	10	is	be	AUX
spir-8222	51	11	its	its	PRON
spir-8222	51	12	pagerank	pagerank	NOUN
spir-8222	51	13	.	.	PUNCT
spir-8222	52	1	(	(	PUNCT
spir-8222	52	2	p.	p.	NOUN
spir-8222	52	3	110	110	NUM
spir-8222	52	4	)	)	PUNCT
spir-8222	52	5	in	in	ADP
spir-8222	52	6	the	the	DET
spir-8222	52	7	initial	initial	ADJ
spir-8222	52	8	presentation	presentation	NOUN
spir-8222	52	9	of	of	ADP
spir-8222	52	10	pagerank	pagerank	NOUN
spir-8222	52	11	,	,	PUNCT
spir-8222	52	12	then	then	ADV
spir-8222	52	13	,	,	PUNCT
spir-8222	52	14	we	we	PRON
spir-8222	52	15	are	be	AUX
spir-8222	52	16	told	tell	VERB
spir-8222	52	17	that	that	SCONJ
spir-8222	52	18	it	it	PRON
spir-8222	52	19	can	can	AUX
spir-8222	52	20	determine	determine	VERB
spir-8222	52	21	the	the	DET
spir-8222	52	22	importance	importance	NOUN
spir-8222	52	23	of	of	ADP
spir-8222	52	24	a	a	DET
spir-8222	52	25	web	web	NOUN
spir-8222	52	26	page	page	NOUN
spir-8222	52	27	by	by	ADP
spir-8222	52	28	quantifying	quantify	VERB
spir-8222	52	29	the	the	DET
spir-8222	52	30	way	way	NOUN
spir-8222	52	31	in	in	ADP
spir-8222	52	32	which	which	PRON
spir-8222	52	33	pages	page	NOUN
spir-8222	52	34	are	be	AUX
spir-8222	52	35	linked	link	VERB
spir-8222	52	36	together	together	ADV
spir-8222	52	37	,	,	PUNCT
spir-8222	52	38	or	or	CCONJ
spir-8222	52	39	cite	cite	VERB
spir-8222	52	40	each	each	DET
spir-8222	52	41	other	other	ADJ
spir-8222	52	42	,	,	PUNCT
spir-8222	52	43	and	and	CCONJ
spir-8222	52	44	that	that	SCONJ
spir-8222	52	45	this	this	DET
spir-8222	52	46	method	method	NOUN
spir-8222	52	47	should	should	AUX
spir-8222	52	48	replicate	replicate	VERB
spir-8222	52	49	how	how	SCONJ
spir-8222	52	50	an	an	DET
spir-8222	52	51	average	average	ADJ
spir-8222	52	52	user	user	NOUN
spir-8222	52	53	would	would	AUX
spir-8222	52	54	navigate	navigate	VERB
spir-8222	52	55	the	the	DET
spir-8222	52	56	web	web	NOUN
spir-8222	52	57	,	,	PUNCT
spir-8222	52	58	following	follow	VERB
spir-8222	52	59	links	link	NOUN
spir-8222	52	60	from	from	ADP
spir-8222	52	61	high	high	ADJ
spir-8222	52	62	quality	quality	NOUN
spir-8222	52	63	pages	page	NOUN
spir-8222	52	64	to	to	ADP
spir-8222	52	65	other	other	ADJ
spir-8222	52	66	high	high	ADJ
spir-8222	52	67	quality	quality	NOUN
spir-8222	52	68	pages	page	NOUN
spir-8222	52	69	.	.	PUNCT
spir-8222	53	1	network	network	NOUN
spir-8222	53	2	effects	effect	NOUN
spir-8222	53	3	and	and	CCONJ
spir-8222	53	4	pagerank	pagerank	NOUN
spir-8222	53	5	page	page	NOUN
spir-8222	53	6	,	,	PUNCT
spir-8222	53	7	et	et	PROPN
spir-8222	53	8	al	al	PROPN
spir-8222	53	9	.	.	PUNCT
spir-8222	54	1	(	(	PUNCT
spir-8222	54	2	1998	1998	NUM
spir-8222	54	3	)	)	PUNCT
spir-8222	54	4	,	,	PUNCT
spir-8222	54	5	in	in	ADP
spir-8222	54	6	their	their	PRON
spir-8222	54	7	discussion	discussion	NOUN
spir-8222	54	8	of	of	ADP
spir-8222	54	9	citations	citation	NOUN
spir-8222	54	10	,	,	PUNCT
spir-8222	54	11	note	note	VERB
spir-8222	54	12	the	the	DET
spir-8222	54	13	work	work	NOUN
spir-8222	54	14	of	of	ADP
spir-8222	54	15	goffman	goffman	NOUN
spir-8222	54	16	who	who	PRON
spir-8222	54	17	argues	argue	VERB
spir-8222	54	18	that	that	SCONJ
spir-8222	54	19	information	information	NOUN
spir-8222	54	20	moves	move	VERB
spir-8222	54	21	through	through	ADP
spir-8222	54	22	citation	citation	NOUN
spir-8222	54	23	networks	network	NOUN
spir-8222	54	24	via	via	ADP
spir-8222	54	25	an	an	DET
spir-8222	54	26	"	"	PUNCT
spir-8222	54	27	epidemic	epidemic	NOUN
spir-8222	54	28	process	process	NOUN
spir-8222	54	29	"	"	PUNCT
spir-8222	54	30	(	(	PUNCT
spir-8222	54	31	p.	p.	NOUN
spir-8222	54	32	2	2	NUM
spir-8222	54	33	)	)	PUNCT
spir-8222	54	34	,	,	PUNCT
spir-8222	54	35	and	and	CCONJ
spir-8222	54	36	they	they	PRON
spir-8222	54	37	draw	draw	VERB
spir-8222	54	38	on	on	ADP
spir-8222	54	39	research	research	NOUN
spir-8222	54	40	that	that	PRON
spir-8222	54	41	models	model	VERB
spir-8222	54	42	the	the	DET
spir-8222	54	43	web	web	NOUN
spir-8222	54	44	using	use	VERB
spir-8222	54	45	graph	graph	NOUN
spir-8222	54	46	theory	theory	NOUN
spir-8222	54	47	and	and	CCONJ
spir-8222	54	48	other	other	ADJ
spir-8222	54	49	forms	form	NOUN
spir-8222	54	50	of	of	ADP
spir-8222	54	51	network	network	NOUN
spir-8222	54	52	analysis	analysis	NOUN
spir-8222	54	53	,	,	PUNCT
spir-8222	54	54	identifying	identify	VERB
spir-8222	54	55	the	the	DET
spir-8222	54	56	web	web	NOUN
spir-8222	54	57	,	,	PUNCT
spir-8222	54	58	for	for	ADP
spir-8222	54	59	example	example	NOUN
spir-8222	54	60	,	,	PUNCT
spir-8222	54	61	as	as	ADP
spir-8222	54	62	"	"	PUNCT
spir-8222	54	63	hubs	hub	NOUN
spir-8222	54	64	and	and	CCONJ
spir-8222	54	65	authorities	authority	NOUN
spir-8222	54	66	"	"	PUNCT
spir-8222	55	1	(	(	PUNCT
spir-8222	55	2	p.	p.	NOUN
spir-8222	55	3	2	2	NUM
spir-8222	55	4	)	)	PUNCT
spir-8222	55	5	.	.	PUNCT
spir-8222	56	1	in	in	ADP
spir-8222	56	2	his	his	PRON
spir-8222	56	3	discussion	discussion	NOUN
spir-8222	56	4	of	of	ADP
spir-8222	56	5	the	the	DET
spir-8222	56	6	development	development	NOUN
spir-8222	56	7	of	of	ADP
spir-8222	56	8	graph	graph	NOUN
spir-8222	56	9	theory	theory	NOUN
spir-8222	56	10	and	and	CCONJ
spir-8222	56	11	network	network	NOUN
spir-8222	56	12	analysis	analysis	NOUN
spir-8222	56	13	,	,	PUNCT
spir-8222	56	14	barabási	barabási	NOUN
spir-8222	56	15	(	(	PUNCT
spir-8222	56	16	2002	2002	NUM
spir-8222	56	17	)	)	PUNCT
spir-8222	56	18	addresses	address	VERB
spir-8222	56	19	an	an	DET
spir-8222	56	20	individual	individual	NOUN
spir-8222	56	21	like	like	ADP
spir-8222	56	22	the	the	DET
spir-8222	56	23	"	"	PUNCT
spir-8222	56	24	random	random	ADJ
spir-8222	56	25	surfer	surfer	NOUN
spir-8222	56	26	"	"	PUNCT
spir-8222	56	27	the	the	DET
spir-8222	56	28	google	google	PROPN
spir-8222	56	29	founders	founder	NOUN
spir-8222	56	30	adopted	adopt	VERB
spir-8222	56	31	as	as	ADP
spir-8222	56	32	their	their	PRON
spir-8222	56	33	conceptual	conceptual	ADJ
spir-8222	56	34	model	model	NOUN
spir-8222	56	35	for	for	ADP
spir-8222	56	36	pagerank	pagerank	NOUN
spir-8222	56	37	,	,	PUNCT
spir-8222	56	38	and	and	CCONJ
spir-8222	56	39	barabási	barabási	NOUN
spir-8222	56	40	uses	use	VERB
spir-8222	56	41	this	this	DET
spir-8222	56	42	conceptual	conceptual	ADJ
spir-8222	56	43	device	device	NOUN
spir-8222	56	44	—	—	PUNCT
spir-8222	56	45	which	which	PRON
spir-8222	56	46	,	,	PUNCT
spir-8222	56	47	following	follow	VERB
spir-8222	56	48	brin	brin	NOUN
spir-8222	56	49	and	and	CCONJ
spir-8222	56	50	page	page	NOUN
spir-8222	56	51	,	,	PUNCT
spir-8222	56	52	i	i	PRON
spir-8222	56	53	will	will	AUX
spir-8222	56	54	call	call	VERB
spir-8222	56	55	the	the	DET
spir-8222	56	56	random	random	ADJ
spir-8222	56	57	surfer	surfer	NOUN
spir-8222	56	58	—	—	PUNCT
spir-8222	56	59	to	to	PART
spir-8222	56	60	describe	describe	VERB
spir-8222	56	61	two	two	NUM
spir-8222	56	62	features	feature	NOUN
spir-8222	56	63	of	of	ADP
spir-8222	56	64	the	the	DET
spir-8222	56	65	internet	internet	NOUN
spir-8222	56	66	that	that	PRON
spir-8222	56	67	allow	allow	VERB
spir-8222	56	68	algorithms	algorithm	NOUN
spir-8222	56	69	like	like	ADP
spir-8222	56	70	pagerank	pagerank	NOUN
spir-8222	56	71	to	to	PART
spir-8222	56	72	work	work	VERB
spir-8222	56	73	:	:	PUNCT
spir-8222	56	74	"	"	PUNCT
spir-8222	56	75	small	small	ADJ
spir-8222	56	76	worlds	world	NOUN
spir-8222	56	77	"	"	PUNCT
spir-8222	56	78	(	(	PUNCT
spir-8222	56	79	p.	p.	NOUN
spir-8222	56	80	37	37	NUM
spir-8222	56	81	)	)	PUNCT
spir-8222	56	82	and	and	CCONJ
spir-8222	56	83	"	"	PUNCT
spir-8222	56	84	preferential	preferential	ADJ
spir-8222	56	85	attachment	attachment	NOUN
spir-8222	56	86	"	"	PUNCT
spir-8222	56	87	(	(	PUNCT
spir-8222	56	88	p.	p.	NOUN
spir-8222	56	89	85	85	NUM
spir-8222	56	90	)	)	PUNCT
spir-8222	56	91	.	.	PUNCT
spir-8222	57	1	in	in	ADP
spir-8222	57	2	the	the	DET
spir-8222	57	3	first	first	ADJ
spir-8222	57	4	case	case	NOUN
spir-8222	57	5	,	,	PUNCT
spir-8222	57	6	the	the	DET
spir-8222	57	7	web	web	NOUN
spir-8222	57	8	is	be	AUX
spir-8222	57	9	a	a	DET
spir-8222	57	10	"	"	PUNCT
spir-8222	57	11	small	small	ADJ
spir-8222	57	12	world	world	NOUN
spir-8222	57	13	"	"	PUNCT
spir-8222	57	14	(	(	PUNCT
spir-8222	57	15	p.	p.	NOUN
spir-8222	57	16	37	37	NUM
spir-8222	57	17	)	)	PUNCT
spir-8222	57	18	,	,	PUNCT
spir-8222	57	19	where	where	SCONJ
spir-8222	57	20	"	"	PUNCT
spir-8222	57	21	small	small	ADJ
spir-8222	57	22	world	world	NOUN
spir-8222	57	23	"	"	PUNCT
spir-8222	57	24	means	mean	VERB
spir-8222	57	25	that	that	SCONJ
spir-8222	57	26	any	any	DET
spir-8222	57	27	page	page	NOUN
spir-8222	57	28	on	on	ADP
spir-8222	57	29	the	the	DET
spir-8222	57	30	web	web	NOUN
spir-8222	57	31	is	be	AUX
spir-8222	57	32	only	only	ADV
spir-8222	57	33	a	a	DET
spir-8222	57	34	few	few	ADJ
spir-8222	57	35	links	link	NOUN
spir-8222	57	36	—	—	PUNCT
spir-8222	57	37	around	around	ADP
spir-8222	57	38	nineteen	nineteen	NUM
spir-8222	57	39	,	,	PUNCT
spir-8222	57	40	at	at	ADP
spir-8222	57	41	the	the	DET
spir-8222	57	42	time	time	NOUN
spir-8222	57	43	of	of	ADP
spir-8222	57	44	barabási	barabási	NOUN
spir-8222	57	45	's	's	PART
spir-8222	57	46	analysis	analysis	NOUN
spir-8222	57	47	—	—	PUNCT
spir-8222	57	48	away	away	ADV
spir-8222	57	49	from	from	ADP
spir-8222	57	50	any	any	DET
spir-8222	57	51	other	other	ADJ
spir-8222	57	52	.	.	PUNCT
spir-8222	58	1	this	this	DET
spir-8222	58	2	fact	fact	NOUN
spir-8222	58	3	allows	allow	VERB
spir-8222	58	4	for	for	SCONJ
spir-8222	58	5	the	the	DET
spir-8222	58	6	random	random	ADJ
spir-8222	58	7	surfer	surfer	NOUN
spir-8222	58	8	to	to	PART
spir-8222	58	9	navigate	navigate	VERB
spir-8222	58	10	the	the	DET
spir-8222	58	11	internet	internet	NOUN
spir-8222	58	12	,	,	PUNCT
spir-8222	58	13	but	but	CCONJ
spir-8222	58	14	it	it	PRON
spir-8222	58	15	does	do	AUX
spir-8222	58	16	not	not	PART
spir-8222	58	17	mean	mean	VERB
spir-8222	58	18	that	that	SCONJ
spir-8222	58	19	it	it	PRON
spir-8222	58	20	is	be	AUX
spir-8222	58	21	necessarily	necessarily	ADV
spir-8222	58	22	easy	easy	ADJ
spir-8222	58	23	for	for	SCONJ
spir-8222	58	24	this	this	DET
spir-8222	58	25	surfer	surfer	NOUN
spir-8222	58	26	to	to	PART
spir-8222	58	27	find	find	VERB
spir-8222	58	28	a	a	DET
spir-8222	58	29	particular	particular	ADJ
spir-8222	58	30	page	page	NOUN
spir-8222	58	31	online	online	ADV
spir-8222	58	32	,	,	PUNCT
spir-8222	58	33	as	as	SCONJ
spir-8222	58	34	the	the	DET
spir-8222	58	35	exponential	exponential	ADJ
spir-8222	58	36	growth	growth	NOUN
spir-8222	58	37	of	of	ADP
spir-8222	58	38	the	the	DET
spir-8222	58	39	web	web	NOUN
spir-8222	58	40	would	would	AUX
spir-8222	58	41	make	make	VERB
spir-8222	58	42	finding	find	VERB
spir-8222	58	43	a	a	DET
spir-8222	58	44	page	page	NOUN
spir-8222	58	45	nineteen	nineteen	NUM
spir-8222	58	46	links	link	NOUN
spir-8222	58	47	away	away	ADV
spir-8222	58	48	involve	involve	VERB
spir-8222	58	49	sifting	sift	VERB
spir-8222	58	50	6	6	NUM
spir-8222	58	51	through	through	ADP
spir-8222	58	52	millions	million	NOUN
spir-8222	58	53	of	of	ADP
spir-8222	58	54	documents	document	NOUN
spir-8222	58	55	(	(	PUNCT
spir-8222	58	56	p.	p.	NOUN
spir-8222	58	57	37	37	NUM
spir-8222	58	58	)	)	PUNCT
spir-8222	58	59	.	.	PUNCT
spir-8222	59	1	in	in	ADP
spir-8222	59	2	addition	addition	NOUN
spir-8222	59	3	to	to	ADP
spir-8222	59	4	the	the	DET
spir-8222	59	5	small	small	ADJ
spir-8222	59	6	worlds	world	NOUN
spir-8222	59	7	effect	effect	VERB
spir-8222	59	8	,	,	PUNCT
spir-8222	59	9	the	the	DET
spir-8222	59	10	web	web	NOUN
spir-8222	59	11	is	be	AUX
spir-8222	59	12	governed	govern	VERB
spir-8222	59	13	by	by	ADP
spir-8222	59	14	another	another	DET
spir-8222	59	15	network	network	NOUN
spir-8222	59	16	feature	feature	NOUN
spir-8222	59	17	:	:	PUNCT
spir-8222	59	18	"	"	PUNCT
spir-8222	59	19	preferential	preferential	ADJ
spir-8222	59	20	attachment	attachment	NOUN
spir-8222	59	21	"	"	PUNCT
spir-8222	59	22	(	(	PUNCT
spir-8222	59	23	p.	p.	NOUN
spir-8222	59	24	85	85	NUM
spir-8222	59	25	)	)	PUNCT
spir-8222	59	26	.	.	PUNCT
spir-8222	60	1	preferential	preferential	ADJ
spir-8222	60	2	attachment	attachment	NOUN
spir-8222	60	3	describes	describe	VERB
spir-8222	60	4	the	the	DET
spir-8222	60	5	likelihood	likelihood	NOUN
spir-8222	60	6	that	that	SCONJ
spir-8222	60	7	nodes	node	NOUN
spir-8222	60	8	in	in	ADP
spir-8222	60	9	a	a	DET
spir-8222	60	10	network	network	NOUN
spir-8222	60	11	with	with	ADP
spir-8222	60	12	many	many	ADJ
spir-8222	60	13	links	link	NOUN
spir-8222	60	14	will	will	AUX
spir-8222	60	15	acquire	acquire	VERB
spir-8222	60	16	more	more	ADJ
spir-8222	60	17	links	link	NOUN
spir-8222	60	18	.	.	PUNCT
spir-8222	61	1	or	or	CCONJ
spir-8222	61	2	,	,	PUNCT
spir-8222	61	3	as	as	SCONJ
spir-8222	61	4	barabási	barabási	NOUN
spir-8222	61	5	puts	put	VERB
spir-8222	61	6	it	it	PRON
spir-8222	61	7	,	,	PUNCT
spir-8222	61	8	"	"	PUNCT
spir-8222	61	9	[	[	AUX
spir-8222	61	10	w]hen	w]hen	ADV
spir-8222	61	11	choosing	choose	VERB
spir-8222	61	12	between	between	ADP
spir-8222	61	13	two	two	NUM
spir-8222	61	14	pages	page	NOUN
spir-8222	61	15	,	,	PUNCT
spir-8222	61	16	one	one	NUM
spir-8222	61	17	with	with	ADP
spir-8222	61	18	twice	twice	ADV
spir-8222	61	19	as	as	ADV
spir-8222	61	20	many	many	ADJ
spir-8222	61	21	links	link	NOUN
spir-8222	61	22	as	as	ADP
spir-8222	61	23	the	the	DET
spir-8222	61	24	other	other	ADJ
spir-8222	61	25	,	,	PUNCT
spir-8222	61	26	about	about	ADV
spir-8222	61	27	twice	twice	ADV
spir-8222	61	28	as	as	ADV
spir-8222	61	29	many	many	ADJ
spir-8222	61	30	people	people	NOUN
spir-8222	61	31	link	link	VERB
spir-8222	61	32	to	to	ADP
spir-8222	61	33	the	the	DET
spir-8222	61	34	more	more	ADV
spir-8222	61	35	connected	connected	ADJ
spir-8222	61	36	page	page	NOUN
spir-8222	61	37	"	"	PUNCT
spir-8222	61	38	(	(	PUNCT
spir-8222	61	39	p.	p.	NOUN
spir-8222	61	40	85	85	NUM
spir-8222	61	41	)	)	PUNCT
spir-8222	61	42	.	.	PUNCT
spir-8222	62	1	this	this	DET
spir-8222	62	2	process	process	NOUN
spir-8222	62	3	creates	create	VERB
spir-8222	62	4	the	the	DET
spir-8222	62	5	"	"	PUNCT
spir-8222	62	6	hubs	hub	NOUN
spir-8222	62	7	"	"	PUNCT
spir-8222	62	8	that	that	PRON
spir-8222	62	9	we	we	PRON
spir-8222	62	10	find	find	VERB
spir-8222	62	11	on	on	ADP
spir-8222	62	12	the	the	DET
spir-8222	62	13	web	web	NOUN
spir-8222	62	14	,	,	PUNCT
spir-8222	62	15	pages	page	NOUN
spir-8222	62	16	with	with	ADP
spir-8222	62	17	many	many	ADJ
spir-8222	62	18	more	more	ADJ
spir-8222	62	19	links	link	NOUN
spir-8222	62	20	than	than	ADP
spir-8222	62	21	other	other	ADJ
spir-8222	62	22	pages	page	NOUN
spir-8222	62	23	,	,	PUNCT
spir-8222	62	24	and	and	CCONJ
spir-8222	62	25	it	it	PRON
spir-8222	62	26	is	be	AUX
spir-8222	62	27	these	these	DET
spir-8222	62	28	hubs	hub	NOUN
spir-8222	62	29	that	that	DET
spir-8222	62	30	pagerank	pagerank	NOUN
spir-8222	62	31	is	be	AUX
spir-8222	62	32	so	so	ADV
spir-8222	62	33	effective	effective	ADJ
spir-8222	62	34	in	in	ADP
spir-8222	62	35	ferreting	ferret	VERB
spir-8222	62	36	out	out	ADP
spir-8222	62	37	.	.	PUNCT
spir-8222	63	1	writing	write	VERB
spir-8222	63	2	a	a	DET
spir-8222	63	3	decade	decade	NOUN
spir-8222	63	4	ago	ago	ADV
spir-8222	63	5	,	,	PUNCT
spir-8222	63	6	barabási	barabási	NOUN
spir-8222	63	7	states	state	VERB
spir-8222	63	8	that	that	SCONJ
spir-8222	63	9	pages	page	NOUN
spir-8222	63	10	that	that	PRON
spir-8222	63	11	are	be	AUX
spir-8222	63	12	not	not	PART
spir-8222	63	13	hubs	hub	NOUN
spir-8222	63	14	—	—	PUNCT
spir-8222	63	15	those	those	PRON
spir-8222	63	16	with	with	ADP
spir-8222	63	17	only	only	ADV
spir-8222	63	18	1	1	NUM
spir-8222	63	19	-	-	SYM
spir-8222	63	20	2	2	NUM
spir-8222	63	21	incoming	incoming	ADJ
spir-8222	63	22	links	link	NOUN
spir-8222	63	23	—	—	PUNCT
spir-8222	63	24	are	be	AUX
spir-8222	63	25	frequently	frequently	ADV
spir-8222	63	26	ignored	ignore	VERB
spir-8222	63	27	by	by	ADP
spir-8222	63	28	search	search	NOUN
spir-8222	63	29	engines	engine	NOUN
spir-8222	63	30	(	(	PUNCT
spir-8222	63	31	p.	p.	NOUN
spir-8222	63	32	58	58	NUM
spir-8222	63	33	)	)	PUNCT
spir-8222	63	34	,	,	PUNCT
spir-8222	63	35	a	a	DET
spir-8222	63	36	situation	situation	NOUN
spir-8222	63	37	that	that	PRON
spir-8222	63	38	has	have	AUX
spir-8222	63	39	largely	largely	ADV
spir-8222	63	40	changed	change	VERB
spir-8222	63	41	as	as	SCONJ
spir-8222	63	42	search	search	NOUN
spir-8222	63	43	engines	engine	NOUN
spir-8222	63	44	have	have	AUX
spir-8222	63	45	been	be	AUX
spir-8222	63	46	able	able	ADJ
spir-8222	63	47	to	to	PART
spir-8222	63	48	create	create	VERB
spir-8222	63	49	more	more	ADV
spir-8222	63	50	comprehensive	comprehensive	ADJ
spir-8222	63	51	web	web	NOUN
spir-8222	63	52	indexes	index	NOUN
spir-8222	63	53	.	.	PUNCT
spir-8222	64	1	however	however	ADV
spir-8222	64	2	,	,	PUNCT
spir-8222	64	3	the	the	DET
spir-8222	64	4	fact	fact	NOUN
spir-8222	64	5	remains	remain	VERB
spir-8222	64	6	that	that	SCONJ
spir-8222	64	7	non	non	ADJ
spir-8222	64	8	-	-	NOUN
spir-8222	64	9	hubs	hub	NOUN
spir-8222	64	10	are	be	AUX
spir-8222	64	11	not	not	PART
spir-8222	64	12	preferred	prefer	VERB
spir-8222	64	13	by	by	ADP
spir-8222	64	14	pagerank	pagerank	NOUN
spir-8222	64	15	,	,	PUNCT
spir-8222	64	16	which	which	PRON
spir-8222	64	17	utilizes	utilize	VERB
spir-8222	64	18	the	the	DET
spir-8222	64	19	links	link	NOUN
spir-8222	64	20	in	in	ADP
spir-8222	64	21	its	its	PRON
spir-8222	64	22	index	index	NOUN
spir-8222	64	23	to	to	PART
spir-8222	64	24	discover	discover	VERB
spir-8222	64	25	hubs	hub	NOUN
spir-8222	64	26	,	,	PUNCT
spir-8222	64	27	and	and	CCONJ
spir-8222	64	28	those	those	DET
spir-8222	64	29	hubs	hub	NOUN
spir-8222	64	30	receive	receive	VERB
spir-8222	64	31	preferential	preferential	ADJ
spir-8222	64	32	rankings	ranking	NOUN
spir-8222	64	33	in	in	ADP
spir-8222	64	34	the	the	DET
spir-8222	64	35	system	system	NOUN
spir-8222	64	36	.	.	PUNCT
spir-8222	65	1	in	in	ADP
spir-8222	65	2	short	short	ADJ
spir-8222	65	3	,	,	PUNCT
spir-8222	65	4	while	while	SCONJ
spir-8222	65	5	it	it	PRON
spir-8222	65	6	is	be	AUX
spir-8222	65	7	possible	possible	ADJ
spir-8222	65	8	for	for	ADP
spir-8222	65	9	a	a	DET
spir-8222	65	10	random	random	ADJ
spir-8222	65	11	surfer	surfer	NOUN
spir-8222	65	12	to	to	PART
spir-8222	65	13	find	find	VERB
spir-8222	65	14	relevant	relevant	ADJ
spir-8222	65	15	pages	page	NOUN
spir-8222	65	16	on	on	ADP
spir-8222	65	17	the	the	DET
spir-8222	65	18	web	web	NOUN
spir-8222	65	19	by	by	ADP
spir-8222	65	20	moving	move	VERB
spir-8222	65	21	from	from	ADP
spir-8222	65	22	link	link	NOUN
spir-8222	65	23	to	to	PART
spir-8222	65	24	link	link	VERB
spir-8222	65	25	,	,	PUNCT
spir-8222	65	26	because	because	SCONJ
spir-8222	65	27	this	this	DET
spir-8222	65	28	surfer	surfer	NOUN
spir-8222	65	29	is	be	AUX
spir-8222	65	30	constrained	constrain	VERB
spir-8222	65	31	in	in	ADP
spir-8222	65	32	time	time	NOUN
spir-8222	65	33	,	,	PUNCT
spir-8222	65	34	she	she	PRON
spir-8222	65	35	or	or	CCONJ
spir-8222	65	36	he	he	PRON
spir-8222	65	37	would	would	AUX
spir-8222	65	38	never	never	ADV
spir-8222	65	39	be	be	AUX
spir-8222	65	40	able	able	ADJ
spir-8222	65	41	to	to	PART
spir-8222	65	42	reliably	reliably	ADV
spir-8222	65	43	find	find	VERB
spir-8222	65	44	particular	particular	ADJ
spir-8222	65	45	documents	document	NOUN
spir-8222	65	46	due	due	ADP
spir-8222	65	47	to	to	ADP
spir-8222	65	48	the	the	DET
spir-8222	65	49	sheer	sheer	ADJ
spir-8222	65	50	size	size	NOUN
spir-8222	65	51	of	of	ADP
spir-8222	65	52	the	the	DET
spir-8222	65	53	web	web	NOUN
spir-8222	65	54	.	.	PUNCT
spir-8222	66	1	yet	yet	ADV
spir-8222	66	2	,	,	PUNCT
spir-8222	66	3	individuals	individual	NOUN
spir-8222	66	4	do	do	AUX
spir-8222	66	5	find	find	VERB
spir-8222	66	6	pages	page	NOUN
spir-8222	66	7	by	by	ADP
spir-8222	66	8	"	"	PUNCT
spir-8222	66	9	interpreting	interpret	VERB
spir-8222	66	10	the	the	DET
spir-8222	66	11	links	link	NOUN
spir-8222	66	12	,	,	PUNCT
spir-8222	66	13	"	"	PUNCT
spir-8222	66	14	looking	look	VERB
spir-8222	66	15	for	for	ADP
spir-8222	66	16	the	the	DET
spir-8222	66	17	most	most	ADV
spir-8222	66	18	relevant	relevant	ADJ
spir-8222	66	19	one	one	NUM
spir-8222	66	20	(	(	PUNCT
spir-8222	66	21	barabási	barabási	NOUN
spir-8222	66	22	,	,	PUNCT
spir-8222	66	23	2002	2002	NUM
spir-8222	66	24	,	,	PUNCT
spir-8222	66	25	pp	pp	ADJ
spir-8222	66	26	.	.	PUNCT
spir-8222	66	27	37–38	37–38	NUM
spir-8222	66	28	)	)	PUNCT
spir-8222	66	29	.	.	PUNCT
spir-8222	67	1	while	while	SCONJ
spir-8222	67	2	the	the	DET
spir-8222	67	3	google	google	PROPN
spir-8222	67	4	system	system	NOUN
spir-8222	67	5	described	describe	VERB
spir-8222	67	6	by	by	ADP
spir-8222	67	7	brin	brin	PROPN
spir-8222	67	8	and	and	CCONJ
spir-8222	67	9	page	page	NOUN
spir-8222	67	10	(	(	PUNCT
spir-8222	67	11	1998	1998	NUM
spir-8222	67	12	)	)	PUNCT
spir-8222	67	13	attempts	attempt	VERB
spir-8222	67	14	to	to	PART
spir-8222	67	15	take	take	VERB
spir-8222	67	16	into	into	ADP
spir-8222	67	17	account	account	NOUN
spir-8222	67	18	the	the	DET
spir-8222	67	19	text	text	NOUN
spir-8222	67	20	associated	associate	VERB
spir-8222	67	21	with	with	ADP
spir-8222	67	22	links	link	NOUN
spir-8222	67	23	in	in	ADP
spir-8222	67	24	order	order	NOUN
spir-8222	67	25	to	to	PART
spir-8222	67	26	identify	identify	VERB
spir-8222	67	27	page	page	NOUN
spir-8222	67	28	content	content	NOUN
spir-8222	67	29	,	,	PUNCT
spir-8222	67	30	in	in	ADP
spir-8222	67	31	lieu	lieu	NOUN
spir-8222	67	32	of	of	ADP
spir-8222	67	33	this	this	DET
spir-8222	67	34	interpretation	interpretation	NOUN
spir-8222	67	35	pagerank	pagerank	NOUN
spir-8222	67	36	largely	largely	ADV
spir-8222	67	37	relies	rely	VERB
spir-8222	67	38	on	on	ADP
spir-8222	67	39	the	the	DET
spir-8222	67	40	status	status	NOUN
spir-8222	67	41	of	of	ADP
spir-8222	67	42	particular	particular	ADJ
spir-8222	67	43	page	page	NOUN
spir-8222	67	44	as	as	ADP
spir-8222	67	45	a	a	DET
spir-8222	67	46	hub	hub	NOUN
spir-8222	67	47	as	as	ADP
spir-8222	67	48	a	a	DET
spir-8222	67	49	substitution	substitution	NOUN
spir-8222	67	50	for	for	ADP
spir-8222	67	51	the	the	DET
spir-8222	67	52	situated	situated	ADJ
spir-8222	67	53	decision	decision	NOUN
spir-8222	67	54	making	making	NOUN
spir-8222	67	55	of	of	ADP
spir-8222	67	56	the	the	DET
spir-8222	67	57	random	random	ADJ
spir-8222	67	58	surfer	surfer	NOUN
spir-8222	67	59	.	.	PUNCT
spir-8222	68	1	in	in	ADP
spir-8222	68	2	doing	do	VERB
spir-8222	68	3	so	so	ADV
spir-8222	68	4	,	,	PUNCT
spir-8222	68	5	pagerank	pagerank	NOUN
spir-8222	68	6	traces	trace	VERB
spir-8222	68	7	a	a	DET
spir-8222	68	8	particular	particular	ADJ
spir-8222	68	9	version	version	NOUN
spir-8222	68	10	of	of	ADP
spir-8222	68	11	the	the	DET
spir-8222	68	12	web	web	NOUN
spir-8222	68	13	,	,	PUNCT
spir-8222	68	14	one	one	NUM
spir-8222	68	15	characterized	characterize	VERB
spir-8222	68	16	not	not	PART
spir-8222	68	17	by	by	ADP
spir-8222	68	18	decisions	decision	NOUN
spir-8222	68	19	about	about	ADP
spir-8222	68	20	relevance	relevance	NOUN
spir-8222	68	21	but	but	CCONJ
spir-8222	68	22	by	by	ADP
spir-8222	68	23	preferential	preferential	ADJ
spir-8222	68	24	attachment	attachment	NOUN
spir-8222	68	25	.	.	PUNCT
spir-8222	69	1	to	to	PART
spir-8222	69	2	put	put	VERB
spir-8222	69	3	it	it	PRON
spir-8222	69	4	another	another	DET
spir-8222	69	5	way	way	NOUN
spir-8222	69	6	,	,	PUNCT
spir-8222	69	7	what	what	PRON
spir-8222	69	8	pagerank	pagerank	NOUN
spir-8222	69	9	describes	describe	VERB
spir-8222	69	10	is	be	AUX
spir-8222	69	11	not	not	PART
spir-8222	69	12	necessarily	necessarily	ADV
spir-8222	69	13	a	a	DET
spir-8222	69	14	map	map	NOUN
spir-8222	69	15	of	of	ADP
spir-8222	69	16	quality	quality	NOUN
spir-8222	69	17	web	web	NOUN
spir-8222	69	18	pages	page	NOUN
spir-8222	69	19	,	,	PUNCT
spir-8222	69	20	but	but	CCONJ
spir-8222	69	21	rather	rather	ADV
spir-8222	69	22	a	a	DET
spir-8222	69	23	map	map	NOUN
spir-8222	69	24	of	of	ADP
spir-8222	69	25	the	the	DET
spir-8222	69	26	growth	growth	NOUN
spir-8222	69	27	of	of	ADP
spir-8222	69	28	preferential	preferential	ADJ
spir-8222	69	29	attachment	attachment	NOUN
spir-8222	69	30	defined	define	VERB
spir-8222	69	31	by	by	ADP
spir-8222	69	32	links	link	NOUN
spir-8222	69	33	between	between	ADP
spir-8222	69	34	pages	page	NOUN
spir-8222	69	35	.	.	PUNCT
spir-8222	70	1	of	of	ADP
spir-8222	70	2	course	course	ADV
spir-8222	70	3	,	,	PUNCT
spir-8222	70	4	it	it	PRON
spir-8222	70	5	is	be	AUX
spir-8222	70	6	not	not	PART
spir-8222	70	7	a	a	DET
spir-8222	70	8	given	give	VERB
spir-8222	70	9	that	that	SCONJ
spir-8222	70	10	the	the	DET
spir-8222	70	11	hub	hub	NOUN
spir-8222	70	12	structure	structure	NOUN
spir-8222	70	13	of	of	ADP
spir-8222	70	14	the	the	DET
spir-8222	70	15	web	web	NOUN
spir-8222	70	16	does	do	AUX
spir-8222	70	17	not	not	PART
spir-8222	70	18	map	map	VERB
spir-8222	70	19	onto	onto	ADP
spir-8222	70	20	quality	quality	NOUN
spir-8222	70	21	.	.	PUNCT
spir-8222	71	1	however	however	ADV
spir-8222	71	2	,	,	PUNCT
spir-8222	71	3	i	i	PRON
spir-8222	71	4	would	would	AUX
spir-8222	71	5	point	point	VERB
spir-8222	71	6	out	out	ADP
spir-8222	71	7	two	two	NUM
spir-8222	71	8	other	other	ADJ
spir-8222	71	9	features	feature	NOUN
spir-8222	71	10	of	of	ADP
spir-8222	71	11	the	the	DET
spir-8222	71	12	network	network	NOUN
spir-8222	71	13	that	that	PRON
spir-8222	71	14	militates	militate	VERB
spir-8222	71	15	against	against	ADP
spir-8222	71	16	the	the	DET
spir-8222	71	17	easy	easy	ADJ
spir-8222	71	18	conflation	conflation	NOUN
spir-8222	71	19	of	of	ADP
spir-8222	71	20	quality	quality	NOUN
spir-8222	71	21	with	with	ADP
spir-8222	71	22	network	network	NOUN
spir-8222	71	23	structure	structure	NOUN
spir-8222	71	24	.	.	PUNCT
spir-8222	72	1	first	first	ADV
spir-8222	72	2	,	,	PUNCT
spir-8222	72	3	search	search	NOUN
spir-8222	72	4	engines	engine	NOUN
spir-8222	72	5	can	can	AUX
spir-8222	72	6	not	not	PART
spir-8222	72	7	reliably	reliably	ADV
spir-8222	72	8	index	index	VERB
spir-8222	72	9	the	the	DET
spir-8222	72	10	entire	entire	ADJ
spir-8222	72	11	web	web	NOUN
spir-8222	72	12	.	.	PROPN
spir-8222	72	13	second	second	ADJ
spir-8222	72	14	,	,	PUNCT
spir-8222	72	15	and	and	CCONJ
spir-8222	72	16	more	more	ADV
spir-8222	72	17	importantly	importantly	ADV
spir-8222	72	18	,	,	PUNCT
spir-8222	72	19	by	by	ADP
spir-8222	72	20	focusing	focus	VERB
spir-8222	72	21	on	on	ADP
spir-8222	72	22	internet	internet	NOUN
spir-8222	72	23	structure	structure	NOUN
spir-8222	72	24	,	,	PUNCT
spir-8222	72	25	this	this	DET
spir-8222	72	26	tracing	tracing	NOUN
spir-8222	72	27	or	or	CCONJ
spir-8222	72	28	model	model	NOUN
spir-8222	72	29	of	of	ADP
spir-8222	72	30	the	the	DET
spir-8222	72	31	network	network	NOUN
spir-8222	72	32	excludes	exclude	VERB
spir-8222	72	33	from	from	ADP
spir-8222	72	34	considerations	consideration	NOUN
spir-8222	72	35	of	of	ADP
spir-8222	72	36	7	7	NUM
spir-8222	72	37	quality	quality	NOUN
spir-8222	72	38	significant	significant	ADJ
spir-8222	72	39	forms	form	NOUN
spir-8222	72	40	of	of	ADP
spir-8222	72	41	action	action	NOUN
spir-8222	72	42	from	from	ADP
spir-8222	72	43	the	the	DET
spir-8222	72	44	actor	actor	NOUN
spir-8222	72	45	-	-	PUNCT
spir-8222	72	46	network	network	NOUN
spir-8222	72	47	,	,	PUNCT
spir-8222	72	48	thus	thus	ADV
spir-8222	72	49	devaluing	devalue	VERB
spir-8222	72	50	the	the	DET
spir-8222	72	51	user	user	NOUN
spir-8222	72	52	.	.	PUNCT
spir-8222	73	1	in	in	ADP
spir-8222	73	2	the	the	DET
spir-8222	73	3	first	first	ADJ
spir-8222	73	4	case	case	NOUN
spir-8222	73	5	,	,	PUNCT
spir-8222	73	6	because	because	SCONJ
spir-8222	73	7	the	the	DET
spir-8222	73	8	internet	internet	NOUN
spir-8222	73	9	is	be	AUX
spir-8222	73	10	a	a	DET
spir-8222	73	11	directed	direct	VERB
spir-8222	73	12	network	network	NOUN
spir-8222	73	13	—	—	PUNCT
spir-8222	73	14	meaning	mean	VERB
spir-8222	73	15	that	that	SCONJ
spir-8222	73	16	if	if	SCONJ
spir-8222	73	17	there	there	PRON
spir-8222	73	18	is	be	VERB
spir-8222	73	19	a	a	DET
spir-8222	73	20	link	link	NOUN
spir-8222	73	21	from	from	ADP
spir-8222	73	22	page	page	NOUN
spir-8222	73	23	a	a	PRON
spir-8222	73	24	to	to	ADP
spir-8222	73	25	page	page	NOUN
spir-8222	73	26	b	b	NOUN
spir-8222	73	27	,	,	PUNCT
spir-8222	73	28	it	it	PRON
spir-8222	73	29	is	be	AUX
spir-8222	73	30	possible	possible	ADJ
spir-8222	73	31	for	for	SCONJ
spir-8222	73	32	a	a	DET
spir-8222	73	33	user	user	NOUN
spir-8222	73	34	to	to	PART
spir-8222	73	35	navigate	navigate	VERB
spir-8222	73	36	from	from	ADP
spir-8222	73	37	a	a	DET
spir-8222	73	38	to	to	ADP
spir-8222	73	39	b	b	NOUN
spir-8222	73	40	,	,	PUNCT
spir-8222	73	41	but	but	CCONJ
spir-8222	73	42	not	not	PART
spir-8222	73	43	from	from	ADP
spir-8222	73	44	b	b	PROPN
spir-8222	73	45	to	to	ADP
spir-8222	73	46	a	a	X
spir-8222	73	47	—	—	PUNCT
spir-8222	73	48	this	this	PRON
spir-8222	73	49	has	have	VERB
spir-8222	73	50	particular	particular	ADJ
spir-8222	73	51	effects	effect	NOUN
spir-8222	73	52	on	on	ADP
spir-8222	73	53	how	how	SCONJ
spir-8222	73	54	it	it	PRON
spir-8222	73	55	is	be	AUX
spir-8222	73	56	possible	possible	ADJ
spir-8222	73	57	to	to	PART
spir-8222	73	58	navigate	navigate	VERB
spir-8222	73	59	the	the	DET
spir-8222	73	60	network	network	NOUN
spir-8222	73	61	.	.	PUNCT
spir-8222	74	1	whereas	whereas	SCONJ
spir-8222	74	2	in	in	ADP
spir-8222	74	3	a	a	DET
spir-8222	74	4	network	network	NOUN
spir-8222	74	5	that	that	PRON
spir-8222	74	6	allows	allow	VERB
spir-8222	74	7	connections	connection	NOUN
spir-8222	74	8	in	in	ADP
spir-8222	74	9	both	both	DET
spir-8222	74	10	directions	direction	NOUN
spir-8222	74	11	all	all	DET
spir-8222	74	12	pages	page	NOUN
spir-8222	74	13	would	would	AUX
spir-8222	74	14	be	be	AUX
spir-8222	74	15	navigable	navigable	ADJ
spir-8222	74	16	from	from	ADP
spir-8222	74	17	all	all	DET
spir-8222	74	18	other	other	ADJ
spir-8222	74	19	pages	page	NOUN
spir-8222	74	20	,	,	PUNCT
spir-8222	74	21	the	the	DET
spir-8222	74	22	directed	direct	VERB
spir-8222	74	23	nature	nature	NOUN
spir-8222	74	24	of	of	ADP
spir-8222	74	25	links	link	NOUN
spir-8222	74	26	on	on	ADP
spir-8222	74	27	the	the	DET
spir-8222	74	28	internet	internet	NOUN
spir-8222	74	29	has	have	AUX
spir-8222	74	30	resulted	result	VERB
spir-8222	74	31	in	in	ADP
spir-8222	74	32	it	it	PRON
spir-8222	74	33	being	be	AUX
spir-8222	74	34	divided	divide	VERB
spir-8222	74	35	into	into	ADP
spir-8222	74	36	distinct	distinct	ADJ
spir-8222	74	37	"	"	PUNCT
spir-8222	74	38	continents	continent	NOUN
spir-8222	74	39	,	,	PUNCT
spir-8222	74	40	"	"	PUNCT
spir-8222	74	41	or	or	CCONJ
spir-8222	74	42	groups	group	NOUN
spir-8222	74	43	of	of	ADP
spir-8222	74	44	connected	connected	ADJ
spir-8222	74	45	nodes	node	NOUN
spir-8222	74	46	(	(	PUNCT
spir-8222	74	47	barabási	barabási	NOUN
spir-8222	74	48	,	,	PUNCT
spir-8222	74	49	2002	2002	NUM
spir-8222	74	50	,	,	PUNCT
spir-8222	74	51	p.	p.	NOUN
spir-8222	74	52	166	166	NUM
spir-8222	74	53	)	)	PUNCT
spir-8222	74	54	.	.	PUNCT
spir-8222	75	1	barabási	barabási	NOUN
spir-8222	75	2	(	(	PUNCT
spir-8222	75	3	2002	2002	NUM
spir-8222	75	4	)	)	PUNCT
spir-8222	75	5	identifies	identify	VERB
spir-8222	75	6	four	four	NUM
spir-8222	75	7	such	such	ADJ
spir-8222	75	8	continents	continent	NOUN
spir-8222	75	9	on	on	ADP
spir-8222	75	10	the	the	DET
spir-8222	75	11	internet	internet	NOUN
spir-8222	75	12	:	:	PUNCT
spir-8222	75	13	the	the	DET
spir-8222	75	14	central	central	ADJ
spir-8222	75	15	core	core	NOUN
spir-8222	75	16	,	,	PUNCT
spir-8222	75	17	the	the	PRON
spir-8222	75	18	in	in	ADP
spir-8222	75	19	continent	continent	NOUN
spir-8222	75	20	,	,	PUNCT
spir-8222	75	21	the	the	DET
spir-8222	75	22	out	out	ADJ
spir-8222	75	23	continent	continent	NOUN
spir-8222	75	24	,	,	PUNCT
spir-8222	75	25	and	and	CCONJ
spir-8222	75	26	the	the	DET
spir-8222	75	27	tendrils	tendril	NOUN
spir-8222	75	28	(	(	PUNCT
spir-8222	75	29	p.	p.	NOUN
spir-8222	75	30	166	166	NUM
spir-8222	75	31	)	)	PUNCT
spir-8222	75	32	.	.	PUNCT
spir-8222	76	1	the	the	DET
spir-8222	76	2	central	central	ADJ
spir-8222	76	3	core	core	NOUN
spir-8222	76	4	consists	consist	VERB
spir-8222	76	5	of	of	ADP
spir-8222	76	6	most	most	ADJ
spir-8222	76	7	major	major	ADJ
spir-8222	76	8	sites	site	NOUN
spir-8222	76	9	,	,	PUNCT
spir-8222	76	10	and	and	CCONJ
spir-8222	76	11	a	a	DET
spir-8222	76	12	page	page	NOUN
spir-8222	76	13	on	on	ADP
spir-8222	76	14	this	this	DET
spir-8222	76	15	continent	continent	NOUN
spir-8222	76	16	is	be	AUX
spir-8222	76	17	able	able	ADJ
spir-8222	76	18	to	to	PART
spir-8222	76	19	connect	connect	VERB
spir-8222	76	20	with	with	ADP
spir-8222	76	21	any	any	DET
spir-8222	76	22	other	other	ADJ
spir-8222	76	23	page	page	NOUN
spir-8222	76	24	(	(	PUNCT
spir-8222	76	25	p.	p.	NOUN
spir-8222	76	26	167	167	NUM
spir-8222	76	27	)	)	PUNCT
spir-8222	76	28	.	.	PUNCT
spir-8222	77	1	the	the	PRON
spir-8222	77	2	in	in	ADP
spir-8222	77	3	continent	continent	NOUN
spir-8222	77	4	is	be	AUX
spir-8222	77	5	connected	connect	VERB
spir-8222	77	6	to	to	ADP
spir-8222	77	7	the	the	DET
spir-8222	77	8	core	core	NOUN
spir-8222	77	9	,	,	PUNCT
spir-8222	77	10	but	but	CCONJ
spir-8222	77	11	it	it	PRON
spir-8222	77	12	is	be	AUX
spir-8222	77	13	not	not	PART
spir-8222	77	14	possible	possible	ADJ
spir-8222	77	15	to	to	PART
spir-8222	77	16	navigate	navigate	VERB
spir-8222	77	17	from	from	ADP
spir-8222	77	18	the	the	DET
spir-8222	77	19	core	core	NOUN
spir-8222	77	20	back	back	ADV
spir-8222	77	21	to	to	ADP
spir-8222	77	22	this	this	DET
spir-8222	77	23	collection	collection	NOUN
spir-8222	77	24	of	of	ADP
spir-8222	77	25	nodes	node	NOUN
spir-8222	77	26	,	,	PUNCT
spir-8222	77	27	while	while	SCONJ
spir-8222	77	28	pages	page	NOUN
spir-8222	77	29	in	in	ADP
spir-8222	77	30	the	the	DET
spir-8222	77	31	core	core	NOUN
spir-8222	77	32	are	be	AUX
spir-8222	77	33	connected	connect	VERB
spir-8222	77	34	to	to	ADP
spir-8222	77	35	the	the	DET
spir-8222	77	36	out	out	ADJ
spir-8222	77	37	continent	continent	NOUN
spir-8222	77	38	,	,	PUNCT
spir-8222	77	39	but	but	CCONJ
spir-8222	77	40	it	it	PRON
spir-8222	77	41	is	be	AUX
spir-8222	77	42	not	not	PART
spir-8222	77	43	possible	possible	ADJ
spir-8222	77	44	to	to	PART
spir-8222	77	45	return	return	VERB
spir-8222	77	46	to	to	ADP
spir-8222	77	47	the	the	DET
spir-8222	77	48	core	core	NOUN
spir-8222	77	49	from	from	ADP
spir-8222	77	50	it	it	PRON
spir-8222	77	51	(	(	PUNCT
spir-8222	77	52	p.	p.	NOUN
spir-8222	77	53	167	167	NUM
spir-8222	77	54	)	)	PUNCT
spir-8222	77	55	.	.	PUNCT
spir-8222	78	1	finally	finally	ADV
spir-8222	78	2	,	,	PUNCT
spir-8222	78	3	the	the	DET
spir-8222	78	4	tendrils	tendril	NOUN
spir-8222	78	5	are	be	AUX
spir-8222	78	6	a	a	DET
spir-8222	78	7	series	series	NOUN
spir-8222	78	8	of	of	ADP
spir-8222	78	9	interconnected	interconnected	ADJ
spir-8222	78	10	nodes	node	NOUN
spir-8222	78	11	that	that	PRON
spir-8222	78	12	are	be	AUX
spir-8222	78	13	not	not	PART
spir-8222	78	14	connected	connect	VERB
spir-8222	78	15	to	to	ADP
spir-8222	78	16	any	any	DET
spir-8222	78	17	other	other	ADJ
spir-8222	78	18	continents	continent	NOUN
spir-8222	78	19	(	(	PUNCT
spir-8222	78	20	pp	pp	ADJ
spir-8222	78	21	.	.	PUNCT
spir-8222	79	1	167	167	NUM
spir-8222	79	2	-	-	SYM
spir-8222	79	3	168	168	NUM
spir-8222	79	4	)	)	PUNCT
spir-8222	79	5	.	.	PUNCT
spir-8222	80	1	because	because	SCONJ
spir-8222	80	2	the	the	DET
spir-8222	80	3	web	web	NOUN
spir-8222	80	4	has	have	VERB
spir-8222	80	5	this	this	DET
spir-8222	80	6	topology	topology	NOUN
spir-8222	80	7	,	,	PUNCT
spir-8222	80	8	search	search	NOUN
spir-8222	80	9	engines	engine	NOUN
spir-8222	80	10	can	can	AUX
spir-8222	80	11	only	only	ADV
spir-8222	80	12	reliably	reliably	VERB
spir-8222	80	13	index	index	NOUN
spir-8222	80	14	roughly	roughly	ADV
spir-8222	80	15	24	24	NUM
spir-8222	80	16	%	%	NOUN
spir-8222	80	17	of	of	ADP
spir-8222	80	18	web	web	NOUN
spir-8222	80	19	pages	page	NOUN
spir-8222	80	20	,	,	PUNCT
spir-8222	80	21	leaving	leave	VERB
spir-8222	80	22	the	the	DET
spir-8222	80	23	rest	rest	NOUN
spir-8222	80	24	"	"	PUNCT
spir-8222	80	25	unreachable	unreachable	ADJ
spir-8222	80	26	by	by	ADP
spir-8222	80	27	surfing	surf	VERB
spir-8222	80	28	"	"	PUNCT
spir-8222	80	29	(	(	PUNCT
spir-8222	80	30	p.	p.	NOUN
spir-8222	80	31	165	165	NUM
spir-8222	80	32	)	)	PUNCT
spir-8222	80	33	or	or	CCONJ
spir-8222	80	34	by	by	ADP
spir-8222	80	35	ranking	rank	VERB
spir-8222	80	36	methods	method	NOUN
spir-8222	80	37	that	that	PRON
spir-8222	80	38	emulate	emulate	VERB
spir-8222	80	39	surfing	surf	VERB
spir-8222	80	40	.	.	PUNCT
spir-8222	81	1	it	it	PRON
spir-8222	81	2	is	be	AUX
spir-8222	81	3	clear	clear	ADJ
spir-8222	81	4	,	,	PUNCT
spir-8222	81	5	then	then	ADV
spir-8222	81	6	,	,	PUNCT
spir-8222	81	7	that	that	SCONJ
spir-8222	81	8	the	the	DET
spir-8222	81	9	random	random	ADJ
spir-8222	81	10	surfer	surfer	NOUN
spir-8222	81	11	is	be	AUX
spir-8222	81	12	not	not	PART
spir-8222	81	13	reliably	reliably	ADV
spir-8222	81	14	reaching	reach	VERB
spir-8222	81	15	all	all	DET
spir-8222	81	16	portions	portion	NOUN
spir-8222	81	17	of	of	ADP
spir-8222	81	18	the	the	DET
spir-8222	81	19	web	web	NOUN
spir-8222	81	20	,	,	PUNCT
spir-8222	81	21	so	so	SCONJ
spir-8222	81	22	any	any	DET
spir-8222	81	23	definition	definition	NOUN
spir-8222	81	24	of	of	ADP
spir-8222	81	25	quality	quality	NOUN
spir-8222	81	26	based	base	VERB
spir-8222	81	27	on	on	ADP
spir-8222	81	28	this	this	DET
spir-8222	81	29	model	model	NOUN
spir-8222	81	30	would	would	AUX
spir-8222	81	31	have	have	VERB
spir-8222	81	32	to	to	PART
spir-8222	81	33	account	account	VERB
spir-8222	81	34	for	for	ADP
spir-8222	81	35	this	this	DET
spir-8222	81	36	lack	lack	NOUN
spir-8222	81	37	of	of	ADP
spir-8222	81	38	coverage	coverage	NOUN
spir-8222	81	39	.	.	PUNCT
spir-8222	82	1	i	i	PRON
spir-8222	82	2	wish	wish	VERB
spir-8222	82	3	to	to	PART
spir-8222	82	4	deal	deal	VERB
spir-8222	82	5	with	with	ADP
spir-8222	82	6	the	the	DET
spir-8222	82	7	second	second	ADJ
spir-8222	82	8	case	case	NOUN
spir-8222	82	9	—	—	PUNCT
spir-8222	82	10	how	how	SCONJ
spir-8222	82	11	pagerank	pagerank	NOUN
spir-8222	82	12	accounts	account	VERB
spir-8222	82	13	for	for	ADP
spir-8222	82	14	the	the	DET
spir-8222	82	15	judgments	judgment	NOUN
spir-8222	82	16	of	of	ADP
spir-8222	82	17	internet	internet	NOUN
spir-8222	82	18	users	user	NOUN
spir-8222	82	19	—	—	PUNCT
spir-8222	82	20	more	more	ADV
spir-8222	82	21	fully	fully	ADV
spir-8222	82	22	in	in	ADP
spir-8222	82	23	the	the	DET
spir-8222	82	24	next	next	ADJ
spir-8222	82	25	section	section	NOUN
spir-8222	82	26	.	.	PUNCT
spir-8222	83	1	the	the	DET
spir-8222	83	2	user	user	NOUN
spir-8222	83	3	and	and	CCONJ
spir-8222	83	4	pagerank	pagerank	NOUN
spir-8222	83	5	as	as	SCONJ
spir-8222	83	6	i	i	PRON
spir-8222	83	7	have	have	AUX
spir-8222	83	8	argued	argue	VERB
spir-8222	83	9	,	,	PUNCT
spir-8222	83	10	the	the	DET
spir-8222	83	11	link	link	NOUN
spir-8222	83	12	structure	structure	NOUN
spir-8222	83	13	of	of	ADP
spir-8222	83	14	the	the	DET
spir-8222	83	15	web	web	NOUN
spir-8222	83	16	is	be	AUX
spir-8222	83	17	not	not	PART
spir-8222	83	18	a	a	DET
spir-8222	83	19	concrete	concrete	ADJ
spir-8222	83	20	thing	thing	NOUN
spir-8222	83	21	,	,	PUNCT
spir-8222	83	22	but	but	CCONJ
spir-8222	83	23	rather	rather	ADV
spir-8222	83	24	a	a	DET
spir-8222	83	25	particular	particular	ADJ
spir-8222	83	26	tracing	tracing	NOUN
spir-8222	83	27	of	of	ADP
spir-8222	83	28	a	a	DET
spir-8222	83	29	wider	wide	ADJ
spir-8222	83	30	actor	actor	NOUN
spir-8222	83	31	-	-	PUNCT
spir-8222	83	32	network	network	NOUN
spir-8222	83	33	(	(	PUNCT
spir-8222	83	34	latour	latour	PROPN
spir-8222	83	35	,	,	PUNCT
spir-8222	83	36	2004	2004	NUM
spir-8222	83	37	,	,	PUNCT
spir-8222	83	38	p.	p.	NOUN
spir-8222	83	39	132	132	NUM
spir-8222	83	40	)	)	PUNCT
spir-8222	83	41	.	.	PUNCT
spir-8222	84	1	further	far	ADV
spir-8222	84	2	,	,	PUNCT
spir-8222	84	3	pagerank	pagerank	NOUN
spir-8222	84	4	does	do	AUX
spir-8222	84	5	not	not	PART
spir-8222	84	6	simply	simply	ADV
spir-8222	84	7	present	present	VERB
spir-8222	84	8	that	that	SCONJ
spir-8222	84	9	link	link	VERB
spir-8222	84	10	structure	structure	NOUN
spir-8222	84	11	,	,	PUNCT
spir-8222	84	12	but	but	CCONJ
spir-8222	84	13	rather	rather	ADV
spir-8222	84	14	it	it	PRON
spir-8222	84	15	interprets	interpret	VERB
spir-8222	84	16	it	it	PRON
spir-8222	84	17	,	,	PUNCT
spir-8222	84	18	placing	place	VERB
spir-8222	84	19	more	more	ADJ
spir-8222	84	20	importance	importance	NOUN
spir-8222	84	21	on	on	ADP
spir-8222	84	22	some	some	DET
spir-8222	84	23	links	link	NOUN
spir-8222	84	24	than	than	ADP
spir-8222	84	25	others	other	NOUN
spir-8222	84	26	,	,	PUNCT
spir-8222	84	27	and	and	CCONJ
spir-8222	84	28	using	use	VERB
spir-8222	84	29	that	that	DET
spir-8222	84	30	interpretation	interpretation	NOUN
spir-8222	84	31	to	to	PART
spir-8222	84	32	identify	identify	VERB
spir-8222	84	33	hubs	hub	NOUN
spir-8222	84	34	within	within	ADP
spir-8222	84	35	the	the	DET
spir-8222	84	36	network	network	NOUN
spir-8222	84	37	;	;	PUNCT
spir-8222	84	38	indeed	indeed	ADV
spir-8222	84	39	,	,	PUNCT
spir-8222	84	40	this	this	DET
spir-8222	84	41	hub	hub	NOUN
spir-8222	84	42	structure	structure	NOUN
spir-8222	84	43	is	be	AUX
spir-8222	84	44	itself	itself	PRON
spir-8222	84	45	merely	merely	ADV
spir-8222	84	46	a	a	DET
spir-8222	84	47	representation	representation	NOUN
spir-8222	84	48	of	of	ADP
spir-8222	84	49	the	the	DET
spir-8222	84	50	internet	internet	NOUN
spir-8222	84	51	,	,	PUNCT
spir-8222	84	52	seeing	see	VERB
spir-8222	84	53	as	as	SCONJ
spir-8222	84	54	it	it	PRON
spir-8222	84	55	only	only	ADV
spir-8222	84	56	covers	cover	VERB
spir-8222	84	57	a	a	DET
spir-8222	84	58	small	small	ADJ
spir-8222	84	59	portion	portion	NOUN
spir-8222	84	60	of	of	ADP
spir-8222	84	61	the	the	DET
spir-8222	84	62	documents	document	NOUN
spir-8222	84	63	on	on	ADP
spir-8222	84	64	the	the	DET
spir-8222	84	65	network	network	NOUN
spir-8222	84	66	(	(	PUNCT
spir-8222	84	67	barabási	barabási	NOUN
spir-8222	84	68	,	,	PUNCT
spir-8222	84	69	2002	2002	NUM
spir-8222	84	70	,	,	PUNCT
spir-8222	84	71	p.	p.	NOUN
spir-8222	84	72	165	165	NUM
spir-8222	84	73	)	)	PUNCT
spir-8222	84	74	.	.	PUNCT
spir-8222	85	1	because	because	SCONJ
spir-8222	85	2	it	it	PRON
spir-8222	85	3	is	be	AUX
spir-8222	85	4	an	an	DET
spir-8222	85	5	actor	actor	NOUN
spir-8222	85	6	network	network	NOUN
spir-8222	85	7	,	,	PUNCT
spir-8222	85	8	one	one	NOUN
spir-8222	85	9	that	that	PRON
spir-8222	85	10	puts	put	VERB
spir-8222	85	11	particular	particular	ADJ
spir-8222	85	12	emphasis	emphasis	NOUN
spir-8222	85	13	on	on	ADP
spir-8222	85	14	the	the	DET
spir-8222	85	15	role	role	NOUN
spir-8222	85	16	of	of	ADP
spir-8222	85	17	users	user	NOUN
spir-8222	85	18	in	in	ADP
spir-8222	85	19	its	its	PRON
spir-8222	85	20	creation	creation	NOUN
spir-8222	85	21	,	,	PUNCT
spir-8222	85	22	we	we	PRON
spir-8222	85	23	should	should	AUX
spir-8222	85	24	examine	examine	VERB
spir-8222	85	25	the	the	DET
spir-8222	85	26	network	network	NOUN
spir-8222	85	27	pagerank	pagerank	NOUN
spir-8222	85	28	8	8	NUM
spir-8222	85	29	creates	create	VERB
spir-8222	85	30	not	not	PART
spir-8222	85	31	simply	simply	ADV
spir-8222	85	32	for	for	ADP
spir-8222	85	33	its	its	PRON
spir-8222	85	34	technological	technological	ADJ
spir-8222	85	35	features	feature	NOUN
spir-8222	85	36	but	but	CCONJ
spir-8222	85	37	also	also	ADV
spir-8222	85	38	for	for	ADP
spir-8222	85	39	the	the	DET
spir-8222	85	40	role	role	NOUN
spir-8222	85	41	that	that	PRON
spir-8222	85	42	individuals	individual	NOUN
spir-8222	85	43	play	play	VERB
spir-8222	85	44	in	in	ADP
spir-8222	85	45	it	it	PRON
spir-8222	85	46	.	.	PUNCT
spir-8222	86	1	in	in	ADP
spir-8222	86	2	their	their	PRON
spir-8222	86	3	various	various	ADJ
spir-8222	86	4	descriptions	description	NOUN
spir-8222	86	5	of	of	ADP
spir-8222	86	6	pagerank	pagerank	NOUN
spir-8222	86	7	,	,	PUNCT
spir-8222	86	8	brin	brin	NOUN
spir-8222	86	9	and	and	CCONJ
spir-8222	86	10	page	page	NOUN
spir-8222	86	11	(	(	PUNCT
spir-8222	86	12	1998	1998	NUM
spir-8222	86	13	)	)	PUNCT
spir-8222	86	14	place	place	NOUN
spir-8222	86	15	a	a	DET
spir-8222	86	16	high	high	ADJ
spir-8222	86	17	level	level	NOUN
spir-8222	86	18	of	of	ADP
spir-8222	86	19	importance	importance	NOUN
spir-8222	86	20	on	on	ADP
spir-8222	86	21	the	the	DET
spir-8222	86	22	role	role	NOUN
spir-8222	86	23	of	of	ADP
spir-8222	86	24	the	the	DET
spir-8222	86	25	user	user	NOUN
spir-8222	86	26	,	,	PUNCT
spir-8222	86	27	stating	state	VERB
spir-8222	86	28	that	that	DET
spir-8222	86	29	pagerank	pagerank	NOUN
spir-8222	86	30	's	's	PART
spir-8222	86	31	formula	formula	NOUN
spir-8222	86	32	and	and	CCONJ
spir-8222	86	33	resulting	result	VERB
spir-8222	86	34	algorithms	algorithm	NOUN
spir-8222	86	35	replicate	replicate	VERB
spir-8222	86	36	users	user	NOUN
spir-8222	86	37	experience	experience	NOUN
spir-8222	86	38	in	in	ADP
spir-8222	86	39	navigating	navigate	VERB
spir-8222	86	40	the	the	DET
spir-8222	86	41	web	web	NOUN
spir-8222	86	42	(	(	PUNCT
spir-8222	86	43	p.	p.	NOUN
spir-8222	86	44	110	110	NUM
spir-8222	86	45	)	)	PUNCT
spir-8222	86	46	.	.	PUNCT
spir-8222	87	1	additionally	additionally	ADV
spir-8222	87	2	,	,	PUNCT
spir-8222	87	3	although	although	SCONJ
spir-8222	87	4	it	it	PRON
spir-8222	87	5	is	be	AUX
spir-8222	87	6	not	not	PART
spir-8222	87	7	directly	directly	ADV
spir-8222	87	8	stated	state	VERB
spir-8222	87	9	,	,	PUNCT
spir-8222	87	10	there	there	PRON
spir-8222	87	11	is	be	VERB
spir-8222	87	12	another	another	DET
spir-8222	87	13	role	role	NOUN
spir-8222	87	14	for	for	ADP
spir-8222	87	15	the	the	DET
spir-8222	87	16	user	user	NOUN
spir-8222	87	17	,	,	PUNCT
spir-8222	87	18	that	that	PRON
spir-8222	87	19	of	of	ADP
spir-8222	87	20	deciding	decide	VERB
spir-8222	87	21	which	which	DET
spir-8222	87	22	pages	page	NOUN
spir-8222	87	23	to	to	PART
spir-8222	87	24	link	link	VERB
spir-8222	87	25	to	to	ADP
spir-8222	87	26	from	from	ADP
spir-8222	87	27	a	a	DET
spir-8222	87	28	particular	particular	ADJ
spir-8222	87	29	page	page	NOUN
spir-8222	87	30	,	,	PUNCT
spir-8222	87	31	thus	thus	ADV
spir-8222	87	32	making	make	VERB
spir-8222	87	33	choices	choice	NOUN
spir-8222	87	34	about	about	ADP
spir-8222	87	35	connections	connection	NOUN
spir-8222	87	36	that	that	PRON
spir-8222	87	37	are	be	AUX
spir-8222	87	38	mined	mine	VERB
spir-8222	87	39	by	by	ADP
spir-8222	87	40	pagerank	pagerank	NOUN
spir-8222	87	41	to	to	PART
spir-8222	87	42	determine	determine	VERB
spir-8222	87	43	quality	quality	NOUN
spir-8222	87	44	in	in	ADP
spir-8222	87	45	web	web	NOUN
spir-8222	87	46	search	search	NOUN
spir-8222	87	47	.	.	PUNCT
spir-8222	88	1	while	while	SCONJ
spir-8222	88	2	the	the	DET
spir-8222	88	3	authors	author	NOUN
spir-8222	88	4	do	do	AUX
spir-8222	88	5	not	not	PART
spir-8222	88	6	use	use	VERB
spir-8222	88	7	this	this	DET
spir-8222	88	8	phrase	phrase	NOUN
spir-8222	88	9	,	,	PUNCT
spir-8222	88	10	the	the	DET
spir-8222	88	11	way	way	NOUN
spir-8222	88	12	in	in	ADP
spir-8222	88	13	which	which	PRON
spir-8222	88	14	they	they	PRON
spir-8222	88	15	frame	frame	VERB
spir-8222	88	16	the	the	DET
spir-8222	88	17	"	"	PUNCT
spir-8222	88	18	link	link	NOUN
spir-8222	88	19	structure	structure	NOUN
spir-8222	88	20	"	"	PUNCT
spir-8222	88	21	of	of	ADP
spir-8222	88	22	the	the	DET
spir-8222	88	23	internet	internet	NOUN
spir-8222	88	24	(	(	PUNCT
spir-8222	88	25	page	page	NOUN
spir-8222	88	26	,	,	PUNCT
spir-8222	88	27	brin	brin	NOUN
spir-8222	88	28	,	,	PUNCT
spir-8222	88	29	motwani	motwani	PROPN
spir-8222	88	30	,	,	PUNCT
spir-8222	88	31	&	&	CCONJ
spir-8222	88	32	winograd	winograd	PROPN
spir-8222	88	33	,	,	PUNCT
spir-8222	88	34	1998	1998	NUM
spir-8222	88	35	,	,	PUNCT
spir-8222	88	36	p.	p.	NOUN
spir-8222	88	37	1	1	NUM
spir-8222	88	38	)	)	PUNCT
spir-8222	88	39	as	as	ADP
spir-8222	88	40	a	a	DET
spir-8222	88	41	means	means	NOUN
spir-8222	88	42	of	of	ADP
spir-8222	88	43	determining	determine	VERB
spir-8222	88	44	the	the	DET
spir-8222	88	45	value	value	NOUN
spir-8222	88	46	of	of	ADP
spir-8222	88	47	individual	individual	ADJ
spir-8222	88	48	pages	page	NOUN
spir-8222	88	49	is	be	AUX
spir-8222	88	50	very	very	ADV
spir-8222	88	51	similar	similar	ADJ
spir-8222	88	52	to	to	ADP
spir-8222	88	53	the	the	DET
spir-8222	88	54	idea	idea	NOUN
spir-8222	88	55	of	of	ADP
spir-8222	88	56	using	use	VERB
spir-8222	88	57	the	the	DET
spir-8222	88	58	"	"	PUNCT
spir-8222	88	59	wisdom	wisdom	NOUN
spir-8222	88	60	of	of	ADP
spir-8222	88	61	crowds	crowd	NOUN
spir-8222	88	62	,	,	PUNCT
spir-8222	88	63	"	"	PUNCT
spir-8222	88	64	or	or	CCONJ
spir-8222	88	65	"	"	PUNCT
spir-8222	88	66	crowdsourcing	crowdsourcing	NOUN
spir-8222	88	67	"	"	PUNCT
spir-8222	88	68	—	—	PUNCT
spir-8222	88	69	the	the	DET
spir-8222	88	70	process	process	NOUN
spir-8222	88	71	of	of	ADP
spir-8222	88	72	using	use	VERB
spir-8222	88	73	aggregate	aggregate	ADJ
spir-8222	88	74	decisions	decision	NOUN
spir-8222	88	75	of	of	ADP
spir-8222	88	76	many	many	ADJ
spir-8222	88	77	people	people	NOUN
spir-8222	88	78	,	,	PUNCT
spir-8222	88	79	as	as	SCONJ
spir-8222	88	80	opposed	oppose	VERB
spir-8222	88	81	to	to	ADP
spir-8222	88	82	top	top	ADJ
spir-8222	88	83	-	-	PUNCT
spir-8222	88	84	down	down	ADP
spir-8222	88	85	decisions	decision	NOUN
spir-8222	88	86	from	from	ADP
spir-8222	88	87	one	one	NUM
spir-8222	88	88	or	or	CCONJ
spir-8222	88	89	a	a	DET
spir-8222	88	90	few	few	ADJ
spir-8222	88	91	,	,	PUNCT
spir-8222	88	92	to	to	PART
spir-8222	88	93	determine	determine	VERB
spir-8222	88	94	importance	importance	NOUN
spir-8222	88	95	—	—	PUNCT
spir-8222	88	96	concepts	concept	NOUN
spir-8222	88	97	that	that	PRON
spir-8222	88	98	would	would	AUX
spir-8222	88	99	later	later	ADV
spir-8222	88	100	be	be	AUX
spir-8222	88	101	a	a	DET
spir-8222	88	102	key	key	ADJ
spir-8222	88	103	component	component	NOUN
spir-8222	88	104	of	of	ADP
spir-8222	88	105	what	what	PRON
spir-8222	88	106	was	be	AUX
spir-8222	88	107	called	call	VERB
spir-8222	88	108	"	"	PUNCT
spir-8222	88	109	web	web	NOUN
spir-8222	88	110	2.0	2.0	NUM
spir-8222	88	111	.	.	PUNCT
spir-8222	88	112	"	"	PUNCT
spir-8222	89	1	indeed	indeed	ADV
spir-8222	89	2	,	,	PUNCT
spir-8222	89	3	o'reilly	o'reilly	ADV
spir-8222	89	4	(	(	PUNCT
spir-8222	89	5	2005	2005	NUM
spir-8222	89	6	)	)	PUNCT
spir-8222	89	7	,	,	PUNCT
spir-8222	89	8	the	the	DET
spir-8222	89	9	author	author	NOUN
spir-8222	89	10	of	of	ADP
spir-8222	89	11	a	a	DET
spir-8222	89	12	seminal	seminal	ADJ
spir-8222	89	13	document	document	NOUN
spir-8222	89	14	describing	describe	VERB
spir-8222	89	15	web	web	NOUN
spir-8222	89	16	2.0	2.0	NUM
spir-8222	89	17	,	,	PUNCT
spir-8222	89	18	specifically	specifically	ADV
spir-8222	89	19	connects	connect	VERB
spir-8222	89	20	pagerank	pagerank	NOUN
spir-8222	89	21	to	to	ADP
spir-8222	89	22	crowdsourced	crowdsourced	ADJ
spir-8222	89	23	methods	method	NOUN
spir-8222	89	24	of	of	ADP
spir-8222	89	25	evaluating	evaluate	VERB
spir-8222	89	26	information	information	NOUN
spir-8222	89	27	.	.	PUNCT
spir-8222	90	1	in	in	ADP
spir-8222	90	2	this	this	DET
spir-8222	90	3	section	section	NOUN
spir-8222	90	4	i	i	PRON
spir-8222	90	5	wish	wish	VERB
spir-8222	90	6	to	to	PART
spir-8222	90	7	complicate	complicate	VERB
spir-8222	90	8	the	the	DET
spir-8222	90	9	relationship	relationship	NOUN
spir-8222	90	10	between	between	ADP
spir-8222	90	11	the	the	DET
spir-8222	90	12	user	user	NOUN
spir-8222	90	13	and	and	CCONJ
spir-8222	90	14	pagerank	pagerank	PROPN
spir-8222	90	15	,	,	PUNCT
spir-8222	90	16	suggesting	suggest	VERB
spir-8222	90	17	that	that	SCONJ
spir-8222	90	18	,	,	PUNCT
spir-8222	90	19	while	while	SCONJ
spir-8222	90	20	users	user	NOUN
spir-8222	90	21	do	do	AUX
spir-8222	90	22	influence	influence	VERB
spir-8222	90	23	the	the	DET
spir-8222	90	24	results	result	NOUN
spir-8222	90	25	returned	return	VERB
spir-8222	90	26	by	by	ADP
spir-8222	90	27	the	the	DET
spir-8222	90	28	algorithm	algorithm	NOUN
spir-8222	90	29	,	,	PUNCT
spir-8222	90	30	their	their	PRON
spir-8222	90	31	influence	influence	NOUN
spir-8222	90	32	is	be	AUX
spir-8222	90	33	significantly	significantly	ADV
spir-8222	90	34	constrained	constrain	VERB
spir-8222	90	35	.	.	PUNCT
spir-8222	91	1	specifically	specifically	ADV
spir-8222	91	2	,	,	PUNCT
spir-8222	91	3	i	i	PRON
spir-8222	91	4	will	will	AUX
spir-8222	91	5	look	look	VERB
spir-8222	91	6	at	at	ADP
spir-8222	91	7	the	the	DET
spir-8222	91	8	role	role	NOUN
spir-8222	91	9	that	that	PRON
spir-8222	91	10	the	the	DET
spir-8222	91	11	user	user	NOUN
spir-8222	91	12	plays	play	VERB
spir-8222	91	13	in	in	ADP
spir-8222	91	14	the	the	DET
spir-8222	91	15	collective	collective	ADJ
spir-8222	91	16	action	action	NOUN
spir-8222	91	17	that	that	PRON
spir-8222	91	18	forms	form	VERB
spir-8222	91	19	the	the	DET
spir-8222	91	20	link	link	NOUN
spir-8222	91	21	structure	structure	NOUN
spir-8222	91	22	of	of	ADP
spir-8222	91	23	the	the	DET
spir-8222	91	24	web	web	NOUN
spir-8222	91	25	as	as	SCONJ
spir-8222	91	26	that	that	DET
spir-8222	91	27	structure	structure	NOUN
spir-8222	91	28	is	be	AUX
spir-8222	91	29	modeled	model	VERB
spir-8222	91	30	by	by	ADP
spir-8222	91	31	pagerank	pagerank	NOUN
spir-8222	91	32	.	.	PUNCT
spir-8222	92	1	according	accord	VERB
spir-8222	92	2	to	to	ADP
spir-8222	92	3	surowiecki	surowiecki	PROPN
spir-8222	92	4	(	(	PUNCT
spir-8222	92	5	2004	2004	NUM
spir-8222	92	6	)	)	PUNCT
spir-8222	92	7	,	,	PUNCT
spir-8222	92	8	there	there	PRON
spir-8222	92	9	are	be	VERB
spir-8222	92	10	four	four	NUM
spir-8222	92	11	conditions	condition	NOUN
spir-8222	92	12	that	that	PRON
spir-8222	92	13	allow	allow	VERB
spir-8222	92	14	for	for	ADP
spir-8222	92	15	wise	wise	ADJ
spir-8222	92	16	crowds	crowd	NOUN
spir-8222	92	17	:	:	PUNCT
spir-8222	92	18	diversity	diversity	NOUN
spir-8222	92	19	of	of	ADP
spir-8222	92	20	opinion	opinion	NOUN
spir-8222	92	21	(	(	PUNCT
spir-8222	92	22	each	each	DET
spir-8222	92	23	person	person	NOUN
spir-8222	92	24	should	should	AUX
spir-8222	92	25	have	have	VERB
spir-8222	92	26	some	some	DET
spir-8222	92	27	private	private	ADJ
spir-8222	92	28	information	information	NOUN
spir-8222	92	29	,	,	PUNCT
spir-8222	92	30	even	even	ADV
spir-8222	92	31	if	if	SCONJ
spir-8222	92	32	it	it	PRON
spir-8222	92	33	's	be	AUX
spir-8222	92	34	just	just	ADV
spir-8222	92	35	an	an	DET
spir-8222	92	36	eccentric	eccentric	ADJ
spir-8222	92	37	interpretation	interpretation	NOUN
spir-8222	92	38	of	of	ADP
spir-8222	92	39	the	the	DET
spir-8222	92	40	known	know	VERB
spir-8222	92	41	facts	fact	NOUN
spir-8222	92	42	)	)	PUNCT
spir-8222	92	43	,	,	PUNCT
spir-8222	92	44	independence	independence	NOUN
spir-8222	92	45	(	(	PUNCT
spir-8222	92	46	people	people	NOUN
spir-8222	92	47	's	's	PART
spir-8222	92	48	opinions	opinion	NOUN
spir-8222	92	49	are	be	AUX
spir-8222	92	50	not	not	PART
spir-8222	92	51	determined	determine	VERB
spir-8222	92	52	by	by	ADP
spir-8222	92	53	the	the	DET
spir-8222	92	54	opinions	opinion	NOUN
spir-8222	92	55	of	of	ADP
spir-8222	92	56	those	those	PRON
spir-8222	92	57	around	around	ADP
spir-8222	92	58	them	they	PRON
spir-8222	92	59	)	)	PUNCT
spir-8222	92	60	,	,	PUNCT
spir-8222	92	61	decentralization	decentralization	NOUN
spir-8222	92	62	(	(	PUNCT
spir-8222	92	63	people	people	NOUN
spir-8222	92	64	are	be	AUX
spir-8222	92	65	able	able	ADJ
spir-8222	92	66	to	to	PART
spir-8222	92	67	specialize	specialize	VERB
spir-8222	92	68	and	and	CCONJ
spir-8222	92	69	draw	draw	VERB
spir-8222	92	70	on	on	ADP
spir-8222	92	71	local	local	ADJ
spir-8222	92	72	knowledge	knowledge	NOUN
spir-8222	92	73	)	)	PUNCT
spir-8222	92	74	,	,	PUNCT
spir-8222	92	75	and	and	CCONJ
spir-8222	92	76	aggregation	aggregation	NOUN
spir-8222	92	77	(	(	PUNCT
spir-8222	92	78	some	some	DET
spir-8222	92	79	mechanism	mechanism	NOUN
spir-8222	92	80	exists	exist	VERB
spir-8222	92	81	for	for	ADP
spir-8222	92	82	turning	turn	VERB
spir-8222	92	83	private	private	ADJ
spir-8222	92	84	judgments	judgment	NOUN
spir-8222	92	85	into	into	ADP
spir-8222	92	86	a	a	DET
spir-8222	92	87	collective	collective	ADJ
spir-8222	92	88	decision	decision	NOUN
spir-8222	92	89	)	)	PUNCT
spir-8222	92	90	.	.	PUNCT
spir-8222	93	1	(	(	PUNCT
spir-8222	93	2	p.	p.	NOUN
spir-8222	93	3	10	10	NUM
spir-8222	93	4	)	)	PUNCT
spir-8222	93	5	whereas	whereas	SCONJ
spir-8222	93	6	pagerank	pagerank	NOUN
spir-8222	93	7	is	be	AUX
spir-8222	93	8	wildly	wildly	ADV
spir-8222	93	9	successful	successful	ADJ
spir-8222	93	10	at	at	ADP
spir-8222	93	11	aggregating	aggregate	VERB
spir-8222	93	12	results	result	NOUN
spir-8222	93	13	and	and	CCONJ
spir-8222	93	14	does	do	VERB
spir-8222	93	15	little	little	ADJ
spir-8222	93	16	to	to	PART
spir-8222	93	17	interfere	interfere	VERB
spir-8222	93	18	with	with	ADP
spir-8222	93	19	the	the	DET
spir-8222	93	20	local	local	ADJ
spir-8222	93	21	knowledge	knowledge	NOUN
spir-8222	93	22	that	that	PRON
spir-8222	93	23	informs	inform	VERB
spir-8222	93	24	decisions	decision	NOUN
spir-8222	93	25	made	make	VERB
spir-8222	93	26	about	about	ADP
spir-8222	93	27	links	link	NOUN
spir-8222	93	28	,	,	PUNCT
spir-8222	93	29	it	it	PRON
spir-8222	93	30	has	have	VERB
spir-8222	93	31	biases	bias	NOUN
spir-8222	93	32	that	that	PRON
spir-8222	93	33	interfere	interfere	VERB
spir-8222	93	34	with	with	ADP
spir-8222	93	35	diversity	diversity	NOUN
spir-8222	93	36	of	of	ADP
spir-8222	93	37	opinion	opinion	NOUN
spir-8222	93	38	and	and	CCONJ
spir-8222	93	39	independence	independence	NOUN
spir-8222	93	40	.	.	PUNCT
spir-8222	94	1	namely	namely	ADV
spir-8222	94	2	,	,	PUNCT
spir-8222	94	3	the	the	DET
spir-8222	94	4	way	way	NOUN
spir-8222	94	5	in	in	ADP
spir-8222	94	6	which	which	PRON
spir-8222	94	7	9	9	NUM
spir-8222	94	8	pagerank	pagerank	NOUN
spir-8222	94	9	structures	structure	VERB
spir-8222	94	10	the	the	DET
spir-8222	94	11	index	index	NOUN
spir-8222	94	12	of	of	ADP
spir-8222	94	13	the	the	DET
spir-8222	94	14	web	web	NOUN
spir-8222	94	15	allows	allow	VERB
spir-8222	94	16	for	for	ADP
spir-8222	94	17	it	it	PRON
spir-8222	94	18	to	to	ADP
spir-8222	94	19	harness	harness	ADJ
spir-8222	94	20	particular	particular	ADJ
spir-8222	94	21	network	network	NOUN
spir-8222	94	22	effects	effect	NOUN
spir-8222	94	23	that	that	SCONJ
spir-8222	94	24	it	it	PRON
spir-8222	94	25	then	then	ADV
spir-8222	94	26	uses	use	VERB
spir-8222	94	27	to	to	PART
spir-8222	94	28	create	create	VERB
spir-8222	94	29	search	search	NOUN
spir-8222	94	30	results	result	NOUN
spir-8222	94	31	.	.	PUNCT
spir-8222	95	1	however	however	ADV
spir-8222	95	2	,	,	PUNCT
spir-8222	95	3	these	these	DET
spir-8222	95	4	network	network	NOUN
spir-8222	95	5	effects	effect	NOUN
spir-8222	95	6	can	can	AUX
spir-8222	95	7	limit	limit	VERB
spir-8222	95	8	both	both	DET
spir-8222	95	9	the	the	DET
spir-8222	95	10	diversity	diversity	NOUN
spir-8222	95	11	of	of	ADP
spir-8222	95	12	opinion	opinion	NOUN
spir-8222	95	13	available	available	ADJ
spir-8222	95	14	in	in	ADP
spir-8222	95	15	search	search	NOUN
spir-8222	95	16	results	result	NOUN
spir-8222	95	17	as	as	ADV
spir-8222	95	18	well	well	ADV
spir-8222	95	19	as	as	ADP
spir-8222	95	20	the	the	DET
spir-8222	95	21	independence	independence	NOUN
spir-8222	95	22	of	of	ADP
spir-8222	95	23	individual	individual	ADJ
spir-8222	95	24	users	user	NOUN
spir-8222	95	25	.	.	PUNCT
spir-8222	96	1	in	in	ADP
spir-8222	96	2	the	the	DET
spir-8222	96	3	previous	previous	ADJ
spir-8222	96	4	section	section	NOUN
spir-8222	96	5	,	,	PUNCT
spir-8222	96	6	i	i	PRON
spir-8222	96	7	noted	note	VERB
spir-8222	96	8	that	that	SCONJ
spir-8222	96	9	pagerank	pagerank	NOUN
spir-8222	96	10	identifies	identify	VERB
spir-8222	96	11	the	the	DET
spir-8222	96	12	hub	hub	NOUN
spir-8222	96	13	structure	structure	NOUN
spir-8222	96	14	of	of	ADP
spir-8222	96	15	the	the	DET
spir-8222	96	16	internet	internet	NOUN
spir-8222	96	17	by	by	ADP
spir-8222	96	18	discovering	discover	VERB
spir-8222	96	19	those	those	DET
spir-8222	96	20	pages	page	NOUN
spir-8222	96	21	that	that	PRON
spir-8222	96	22	have	have	VERB
spir-8222	96	23	a	a	DET
spir-8222	96	24	large	large	ADJ
spir-8222	96	25	number	number	NOUN
spir-8222	96	26	of	of	ADP
spir-8222	96	27	incoming	incoming	ADJ
spir-8222	96	28	links	link	NOUN
spir-8222	96	29	.	.	PUNCT
spir-8222	97	1	the	the	DET
spir-8222	97	2	assumption	assumption	NOUN
spir-8222	97	3	being	be	AUX
spir-8222	97	4	made	make	VERB
spir-8222	97	5	by	by	ADP
spir-8222	97	6	this	this	DET
spir-8222	97	7	formula	formula	NOUN
spir-8222	97	8	is	be	AUX
spir-8222	97	9	that	that	SCONJ
spir-8222	97	10	these	these	DET
spir-8222	97	11	incoming	incoming	ADJ
spir-8222	97	12	links	link	NOUN
spir-8222	97	13	are	be	AUX
spir-8222	97	14	indicators	indicator	NOUN
spir-8222	97	15	of	of	ADP
spir-8222	97	16	quality	quality	NOUN
spir-8222	97	17	,	,	PUNCT
spir-8222	97	18	and	and	CCONJ
spir-8222	97	19	page	page	NOUN
spir-8222	97	20	,	,	PUNCT
spir-8222	97	21	et	et	PROPN
spir-8222	97	22	al	al	PROPN
spir-8222	97	23	.	.	PUNCT
spir-8222	98	1	(	(	PUNCT
spir-8222	98	2	1998	1998	NUM
spir-8222	98	3	,	,	PUNCT
spir-8222	98	4	p.	p.	NOUN
spir-8222	98	5	2	2	NUM
spir-8222	98	6	)	)	PUNCT
spir-8222	98	7	cite	cite	VERB
spir-8222	98	8	research	research	NOUN
spir-8222	98	9	into	into	ADP
spir-8222	98	10	citation	citation	NOUN
spir-8222	98	11	analysis	analysis	NOUN
spir-8222	98	12	as	as	ADP
spir-8222	98	13	a	a	DET
spir-8222	98	14	means	means	NOUN
spir-8222	98	15	of	of	ADP
spir-8222	98	16	justifying	justify	VERB
spir-8222	98	17	the	the	DET
spir-8222	98	18	connection	connection	NOUN
spir-8222	98	19	between	between	ADP
spir-8222	98	20	incoming	incoming	ADJ
spir-8222	98	21	links	link	NOUN
spir-8222	98	22	and	and	CCONJ
spir-8222	98	23	relevance	relevance	NOUN
spir-8222	98	24	.	.	PUNCT
spir-8222	99	1	yet	yet	ADV
spir-8222	99	2	,	,	PUNCT
spir-8222	99	3	despite	despite	SCONJ
spir-8222	99	4	this	this	DET
spir-8222	99	5	connection	connection	NOUN
spir-8222	99	6	,	,	PUNCT
spir-8222	99	7	by	by	ADP
spir-8222	99	8	focusing	focus	VERB
spir-8222	99	9	more	more	ADV
spir-8222	99	10	on	on	ADP
spir-8222	99	11	the	the	DET
spir-8222	99	12	existence	existence	NOUN
spir-8222	99	13	of	of	ADP
spir-8222	99	14	links	link	NOUN
spir-8222	99	15	rather	rather	ADV
spir-8222	99	16	than	than	ADP
spir-8222	99	17	the	the	DET
spir-8222	99	18	interpretation	interpretation	NOUN
spir-8222	99	19	of	of	ADP
spir-8222	99	20	those	those	DET
spir-8222	99	21	links	link	NOUN
spir-8222	99	22	,	,	PUNCT
spir-8222	99	23	mere	mere	ADJ
spir-8222	99	24	citation	citation	NOUN
spir-8222	99	25	can	can	AUX
spir-8222	99	26	lead	lead	VERB
spir-8222	99	27	to	to	ADP
spir-8222	99	28	two	two	NUM
spir-8222	99	29	problems	problem	NOUN
spir-8222	99	30	.	.	PUNCT
spir-8222	100	1	the	the	DET
spir-8222	100	2	first	first	ADJ
spir-8222	100	3	is	be	AUX
spir-8222	100	4	that	that	PRON
spir-8222	100	5	citation	citation	NOUN
spir-8222	100	6	without	without	ADP
spir-8222	100	7	interpretation	interpretation	NOUN
spir-8222	100	8	can	can	AUX
spir-8222	100	9	fail	fail	VERB
spir-8222	100	10	to	to	PART
spir-8222	100	11	distinguish	distinguish	VERB
spir-8222	100	12	between	between	ADP
spir-8222	100	13	negative	negative	ADJ
spir-8222	100	14	citations	citation	NOUN
spir-8222	100	15	and	and	CCONJ
spir-8222	100	16	positive	positive	ADJ
spir-8222	100	17	ones	one	NOUN
spir-8222	100	18	.	.	PUNCT
spir-8222	101	1	in	in	ADP
spir-8222	101	2	a	a	DET
spir-8222	101	3	well	well	ADV
spir-8222	101	4	-	-	PUNCT
spir-8222	101	5	known	know	VERB
spir-8222	101	6	case	case	NOUN
spir-8222	101	7	,	,	PUNCT
spir-8222	101	8	the	the	DET
spir-8222	101	9	owner	owner	NOUN
spir-8222	101	10	of	of	ADP
spir-8222	101	11	an	an	DET
spir-8222	101	12	online	online	ADJ
spir-8222	101	13	store	store	NOUN
spir-8222	101	14	that	that	PRON
spir-8222	101	15	sold	sell	VERB
spir-8222	101	16	sunglasses	sunglass	NOUN
spir-8222	101	17	would	would	AUX
spir-8222	101	18	regularly	regularly	ADV
spir-8222	101	19	harass	harass	VERB
spir-8222	101	20	and	and	CCONJ
spir-8222	101	21	otherwise	otherwise	ADV
spir-8222	101	22	provide	provide	VERB
spir-8222	101	23	poor	poor	ADJ
spir-8222	101	24	customer	customer	NOUN
spir-8222	101	25	service	service	NOUN
spir-8222	101	26	to	to	ADP
spir-8222	101	27	certain	certain	ADJ
spir-8222	101	28	customers	customer	NOUN
spir-8222	101	29	in	in	ADP
spir-8222	101	30	order	order	NOUN
spir-8222	101	31	to	to	PART
spir-8222	101	32	get	get	VERB
spir-8222	101	33	them	they	PRON
spir-8222	101	34	to	to	PART
spir-8222	101	35	write	write	VERB
spir-8222	101	36	negative	negative	ADJ
spir-8222	101	37	reviews	review	NOUN
spir-8222	101	38	of	of	ADP
spir-8222	101	39	his	his	PRON
spir-8222	101	40	site	site	NOUN
spir-8222	101	41	(	(	PUNCT
spir-8222	101	42	segal	segal	PROPN
spir-8222	101	43	,	,	PUNCT
spir-8222	101	44	2010	2010	NUM
spir-8222	101	45	)	)	PUNCT
spir-8222	101	46	.	.	PUNCT
spir-8222	102	1	the	the	DET
spir-8222	102	2	reason	reason	NOUN
spir-8222	102	3	given	give	VERB
spir-8222	102	4	for	for	ADP
spir-8222	102	5	this	this	DET
spir-8222	102	6	behavior	behavior	NOUN
spir-8222	102	7	was	be	AUX
spir-8222	102	8	that	that	SCONJ
spir-8222	102	9	the	the	DET
spir-8222	102	10	owner	owner	NOUN
spir-8222	102	11	found	find	VERB
spir-8222	102	12	that	that	SCONJ
spir-8222	102	13	mentions	mention	NOUN
spir-8222	102	14	of	of	ADP
spir-8222	102	15	any	any	DET
spir-8222	102	16	kind	kind	NOUN
spir-8222	102	17	,	,	PUNCT
spir-8222	102	18	positive	positive	ADJ
spir-8222	102	19	or	or	CCONJ
spir-8222	102	20	negative	negative	ADJ
spir-8222	102	21	,	,	PUNCT
spir-8222	102	22	tended	tend	VERB
spir-8222	102	23	to	to	PART
spir-8222	102	24	cause	cause	VERB
spir-8222	102	25	his	his	PRON
spir-8222	102	26	site	site	NOUN
spir-8222	102	27	to	to	PART
spir-8222	102	28	rise	rise	VERB
spir-8222	102	29	in	in	ADP
spir-8222	102	30	google	google	PROPN
spir-8222	102	31	rankings	ranking	NOUN
spir-8222	102	32	(	(	PUNCT
spir-8222	102	33	segal	segal	PROPN
spir-8222	102	34	,	,	PUNCT
spir-8222	102	35	2010	2010	NUM
spir-8222	102	36	)	)	PUNCT
spir-8222	102	37	.	.	PUNCT
spir-8222	103	1	while	while	SCONJ
spir-8222	103	2	google	google	PROPN
spir-8222	103	3	has	have	AUX
spir-8222	103	4	since	since	ADV
spir-8222	103	5	claimed	claim	VERB
spir-8222	103	6	that	that	SCONJ
spir-8222	103	7	they	they	PRON
spir-8222	103	8	have	have	AUX
spir-8222	103	9	altered	alter	VERB
spir-8222	103	10	their	their	PRON
spir-8222	103	11	other	other	ADJ
spir-8222	103	12	algorithms	algorithm	NOUN
spir-8222	103	13	to	to	PART
spir-8222	103	14	account	account	VERB
spir-8222	103	15	for	for	ADP
spir-8222	103	16	negative	negative	ADJ
spir-8222	103	17	reviews	review	NOUN
spir-8222	103	18	,	,	PUNCT
spir-8222	103	19	pagerank	pagerank	NOUN
spir-8222	103	20	,	,	PUNCT
spir-8222	103	21	in	in	ADP
spir-8222	103	22	itself	itself	PRON
spir-8222	103	23	,	,	PUNCT
spir-8222	103	24	does	do	AUX
spir-8222	103	25	not	not	PART
spir-8222	103	26	allow	allow	VERB
spir-8222	103	27	for	for	ADP
spir-8222	103	28	diverse	diverse	ADJ
spir-8222	103	29	opinions	opinion	NOUN
spir-8222	103	30	,	,	PUNCT
spir-8222	103	31	counting	count	VERB
spir-8222	103	32	each	each	DET
spir-8222	103	33	link	link	NOUN
spir-8222	103	34	as	as	ADP
spir-8222	103	35	a	a	DET
spir-8222	103	36	single	single	ADJ
spir-8222	103	37	vote	vote	NOUN
spir-8222	103	38	for	for	ADP
spir-8222	103	39	another	another	DET
spir-8222	103	40	page	page	NOUN
spir-8222	103	41	.	.	PUNCT
spir-8222	104	1	the	the	DET
spir-8222	104	2	effect	effect	NOUN
spir-8222	104	3	is	be	AUX
spir-8222	104	4	,	,	PUNCT
spir-8222	104	5	as	as	ADV
spir-8222	104	6	surowiecki	surowiecki	PROPN
spir-8222	104	7	(	(	PUNCT
spir-8222	104	8	2004	2004	NUM
spir-8222	104	9	)	)	PUNCT
spir-8222	104	10	puts	put	VERB
spir-8222	104	11	it	it	PRON
spir-8222	104	12	,	,	PUNCT
spir-8222	104	13	to	to	PART
spir-8222	104	14	limit	limit	VERB
spir-8222	104	15	the	the	DET
spir-8222	104	16	"	"	PUNCT
spir-8222	104	17	private	private	ADJ
spir-8222	104	18	information	information	NOUN
spir-8222	104	19	"	"	PUNCT
spir-8222	104	20	(	(	PUNCT
spir-8222	104	21	p.	p.	NOUN
spir-8222	104	22	10	10	NUM
spir-8222	104	23	)	)	PUNCT
spir-8222	104	24	that	that	SCONJ
spir-8222	104	25	users	user	NOUN
spir-8222	104	26	can	can	AUX
spir-8222	104	27	contribute	contribute	VERB
spir-8222	104	28	to	to	ADP
spir-8222	104	29	web	web	NOUN
spir-8222	104	30	results	result	NOUN
spir-8222	104	31	.	.	PUNCT
spir-8222	105	1	whereas	whereas	SCONJ
spir-8222	105	2	a	a	DET
spir-8222	105	3	scientific	scientific	ADJ
spir-8222	105	4	paper	paper	NOUN
spir-8222	105	5	that	that	PRON
spir-8222	105	6	is	be	AUX
spir-8222	105	7	negatively	negatively	ADV
spir-8222	105	8	reviewed	review	VERB
spir-8222	105	9	in	in	ADP
spir-8222	105	10	a	a	DET
spir-8222	105	11	journal	journal	NOUN
spir-8222	105	12	,	,	PUNCT
spir-8222	105	13	or	or	CCONJ
spir-8222	105	14	cited	cite	VERB
spir-8222	105	15	in	in	ADP
spir-8222	105	16	order	order	NOUN
spir-8222	105	17	to	to	PART
spir-8222	105	18	debunk	debunk	VERB
spir-8222	105	19	its	its	PRON
spir-8222	105	20	claims	claim	NOUN
spir-8222	105	21	,	,	PUNCT
spir-8222	105	22	would	would	AUX
spir-8222	105	23	never	never	ADV
spir-8222	105	24	be	be	AUX
spir-8222	105	25	mistaken	mistake	VERB
spir-8222	105	26	as	as	ADP
spir-8222	105	27	authoritative	authoritative	ADJ
spir-8222	105	28	by	by	ADP
spir-8222	105	29	human	human	ADJ
spir-8222	105	30	readers	reader	NOUN
spir-8222	105	31	of	of	ADP
spir-8222	105	32	the	the	DET
spir-8222	105	33	article	article	NOUN
spir-8222	105	34	,	,	PUNCT
spir-8222	105	35	pagerank	pagerank	PROPN
spir-8222	105	36	does	do	AUX
spir-8222	105	37	not	not	PART
spir-8222	105	38	distinguish	distinguish	VERB
spir-8222	105	39	between	between	ADP
spir-8222	105	40	positive	positive	ADJ
spir-8222	105	41	and	and	CCONJ
spir-8222	105	42	negative	negative	ADJ
spir-8222	105	43	mentions	mention	NOUN
spir-8222	105	44	.	.	PUNCT
spir-8222	106	1	it	it	PRON
spir-8222	106	2	is	be	AUX
spir-8222	106	3	this	this	DET
spir-8222	106	4	feature	feature	NOUN
spir-8222	106	5	of	of	ADP
spir-8222	106	6	pagerank	pagerank	NOUN
spir-8222	106	7	that	that	PRON
spir-8222	106	8	led	lead	VERB
spir-8222	106	9	to	to	ADP
spir-8222	106	10	famous	famous	ADJ
spir-8222	106	11	"	"	PUNCT
spir-8222	106	12	google	google	PROPN
spir-8222	106	13	bombs	bomb	NOUN
spir-8222	106	14	"	"	PUNCT
spir-8222	106	15	(	(	PUNCT
spir-8222	106	16	"	"	PUNCT
spir-8222	106	17	google	google	NOUN
spir-8222	106	18	bomb	bomb	NOUN
spir-8222	106	19	,	,	PUNCT
spir-8222	106	20	"	"	PUNCT
spir-8222	106	21	n.d	n.d	PROPN
spir-8222	106	22	.	.	PROPN
spir-8222	106	23	)	)	PUNCT
spir-8222	106	24	instances	instance	NOUN
spir-8222	106	25	where	where	SCONJ
spir-8222	106	26	individuals	individual	NOUN
spir-8222	106	27	have	have	AUX
spir-8222	106	28	used	use	VERB
spir-8222	106	29	the	the	DET
spir-8222	106	30	features	feature	NOUN
spir-8222	106	31	of	of	ADP
spir-8222	106	32	pagerank	pagerank	NOUN
spir-8222	106	33	to	to	PART
spir-8222	106	34	influence	influence	VERB
spir-8222	106	35	search	search	NOUN
spir-8222	106	36	results	result	NOUN
spir-8222	106	37	for	for	ADP
spir-8222	106	38	generally	generally	ADV
spir-8222	106	39	non	non	ADJ
spir-8222	106	40	-	-	ADJ
spir-8222	106	41	commercial	commercial	ADJ
spir-8222	106	42	purposes	purpose	NOUN
spir-8222	106	43	.	.	PUNCT
spir-8222	107	1	interestingly	interestingly	ADV
spir-8222	107	2	,	,	PUNCT
spir-8222	107	3	while	while	SCONJ
spir-8222	107	4	brin	brin	PROPN
spir-8222	107	5	and	and	CCONJ
spir-8222	107	6	page	page	NOUN
spir-8222	107	7	(	(	PUNCT
spir-8222	107	8	1998	1998	NUM
spir-8222	107	9	)	)	PUNCT
spir-8222	107	10	note	note	NOUN
spir-8222	107	11	as	as	ADP
spir-8222	107	12	an	an	DET
spir-8222	107	13	example	example	NOUN
spir-8222	107	14	of	of	ADP
spir-8222	107	15	poor	poor	ADJ
spir-8222	107	16	search	search	NOUN
spir-8222	107	17	quality	quality	NOUN
spir-8222	107	18	that	that	PRON
spir-8222	107	19	a	a	DET
spir-8222	107	20	then	then	ADV
spir-8222	107	21	-	-	PUNCT
spir-8222	107	22	major	major	ADJ
spir-8222	107	23	search	search	NOUN
spir-8222	107	24	engine	engine	NOUN
spir-8222	107	25	returned	return	VERB
spir-8222	107	26	a	a	DET
spir-8222	107	27	joke	joke	NOUN
spir-8222	107	28	page	page	NOUN
spir-8222	107	29	as	as	ADP
spir-8222	107	30	its	its	PRON
spir-8222	107	31	first	first	ADJ
spir-8222	107	32	link	link	NOUN
spir-8222	107	33	for	for	ADP
spir-8222	107	34	searches	search	NOUN
spir-8222	107	35	of	of	ADP
spir-8222	107	36	"	"	PUNCT
spir-8222	107	37	bill	bill	PROPN
spir-8222	107	38	clinton	clinton	PROPN
spir-8222	107	39	"	"	PUNCT
spir-8222	108	1	(	(	PUNCT
spir-8222	108	2	p.	p.	NOUN
spir-8222	108	3	116	116	NUM
spir-8222	108	4	)	)	PUNCT
spir-8222	108	5	,	,	PUNCT
spir-8222	108	6	the	the	DET
spir-8222	108	7	most	most	ADV
spir-8222	108	8	famous	famous	ADJ
spir-8222	108	9	google	google	PROPN
spir-8222	108	10	bomb	bomb	NOUN
spir-8222	108	11	10	10	NUM
spir-8222	108	12	connected	connect	VERB
spir-8222	108	13	searches	search	NOUN
spir-8222	108	14	for	for	ADP
spir-8222	108	15	the	the	DET
spir-8222	108	16	phrase	phrase	NOUN
spir-8222	108	17	"	"	PUNCT
spir-8222	108	18	miserable	miserable	ADJ
spir-8222	108	19	failure	failure	NOUN
spir-8222	108	20	"	"	PUNCT
spir-8222	108	21	to	to	ADP
spir-8222	108	22	then	then	ADV
spir-8222	108	23	-	-	PUNCT
spir-8222	108	24	president	president	PROPN
spir-8222	108	25	george	george	PROPN
spir-8222	108	26	w.	w.	PROPN
spir-8222	108	27	bush	bush	PROPN
spir-8222	108	28	's	's	PART
spir-8222	108	29	official	official	ADJ
spir-8222	108	30	white	white	PROPN
spir-8222	108	31	house	house	PROPN
spir-8222	108	32	biography	biography	NOUN
spir-8222	108	33	page	page	NOUN
spir-8222	108	34	(	(	PUNCT
spir-8222	108	35	"	"	PUNCT
spir-8222	108	36	google	google	NOUN
spir-8222	108	37	bomb	bomb	NOUN
spir-8222	108	38	,	,	PUNCT
spir-8222	108	39	"	"	PUNCT
spir-8222	108	40	n.d.).1	n.d.).1	ADV
spir-8222	108	41	while	while	SCONJ
spir-8222	108	42	it	it	PRON
spir-8222	108	43	may	may	AUX
spir-8222	108	44	seem	seem	VERB
spir-8222	108	45	that	that	SCONJ
spir-8222	108	46	noting	note	VERB
spir-8222	108	47	the	the	DET
spir-8222	108	48	direction	direction	NOUN
spir-8222	108	49	of	of	ADP
spir-8222	108	50	links	link	NOUN
spir-8222	108	51	is	be	AUX
spir-8222	108	52	itself	itself	PRON
spir-8222	108	53	a	a	DET
spir-8222	108	54	significant	significant	ADJ
spir-8222	108	55	form	form	NOUN
spir-8222	108	56	of	of	ADP
spir-8222	108	57	reference	reference	NOUN
spir-8222	108	58	,	,	PUNCT
spir-8222	108	59	and	and	CCONJ
spir-8222	108	60	that	that	SCONJ
spir-8222	108	61	individuals	individual	NOUN
spir-8222	108	62	can	can	AUX
spir-8222	108	63	draw	draw	VERB
spir-8222	108	64	on	on	ADP
spir-8222	108	65	their	their	PRON
spir-8222	108	66	private	private	ADJ
spir-8222	108	67	knowledge	knowledge	NOUN
spir-8222	108	68	to	to	PART
spir-8222	108	69	interpret	interpret	VERB
spir-8222	108	70	search	search	NOUN
spir-8222	108	71	results	result	NOUN
spir-8222	108	72	,	,	PUNCT
spir-8222	108	73	there	there	PRON
spir-8222	108	74	is	be	VERB
spir-8222	108	75	another	another	DET
spir-8222	108	76	aspect	aspect	NOUN
spir-8222	108	77	of	of	ADP
spir-8222	108	78	pagerank	pagerank	NOUN
spir-8222	108	79	that	that	PRON
spir-8222	108	80	affects	affect	VERB
spir-8222	108	81	the	the	DET
spir-8222	108	82	role	role	NOUN
spir-8222	108	83	of	of	ADP
spir-8222	108	84	individuals	individual	NOUN
spir-8222	108	85	.	.	PUNCT
spir-8222	109	1	even	even	ADV
spir-8222	109	2	though	though	SCONJ
spir-8222	109	3	pagerank	pagerank	NOUN
spir-8222	109	4	counts	count	VERB
spir-8222	109	5	links	link	NOUN
spir-8222	109	6	in	in	ADP
spir-8222	109	7	aggregate	aggregate	ADJ
spir-8222	109	8	,	,	PUNCT
spir-8222	109	9	individual	individual	ADJ
spir-8222	109	10	choices	choice	NOUN
spir-8222	109	11	about	about	ADP
spir-8222	109	12	links	link	NOUN
spir-8222	109	13	are	be	AUX
spir-8222	109	14	constrained	constrain	VERB
spir-8222	109	15	by	by	ADP
spir-8222	109	16	network	network	NOUN
spir-8222	109	17	effects	effect	NOUN
spir-8222	109	18	.	.	PUNCT
spir-8222	110	1	as	as	SCONJ
spir-8222	110	2	mentioned	mention	VERB
spir-8222	110	3	earlier	early	ADV
spir-8222	110	4	,	,	PUNCT
spir-8222	110	5	pages	page	NOUN
spir-8222	110	6	with	with	ADP
spir-8222	110	7	large	large	ADJ
spir-8222	110	8	numbers	number	NOUN
spir-8222	110	9	of	of	ADP
spir-8222	110	10	incoming	incoming	ADJ
spir-8222	110	11	links	link	NOUN
spir-8222	110	12	are	be	AUX
spir-8222	110	13	hubs	hub	NOUN
spir-8222	110	14	,	,	PUNCT
spir-8222	110	15	but	but	CCONJ
spir-8222	110	16	,	,	PUNCT
spir-8222	110	17	as	as	SCONJ
spir-8222	110	18	barabási	barabási	NOUN
spir-8222	110	19	(	(	PUNCT
spir-8222	110	20	2002	2002	NUM
spir-8222	110	21	)	)	PUNCT
spir-8222	110	22	points	point	VERB
spir-8222	110	23	out	out	ADP
spir-8222	110	24	,	,	PUNCT
spir-8222	110	25	hubs	hub	NOUN
spir-8222	110	26	are	be	AUX
spir-8222	110	27	not	not	PART
spir-8222	110	28	random	random	ADJ
spir-8222	110	29	.	.	PUNCT
spir-8222	111	1	rather	rather	ADV
spir-8222	111	2	,	,	PUNCT
spir-8222	111	3	hubs	hub	NOUN
spir-8222	111	4	are	be	AUX
spir-8222	111	5	the	the	DET
spir-8222	111	6	result	result	NOUN
spir-8222	111	7	of	of	ADP
spir-8222	111	8	preferential	preferential	ADJ
spir-8222	111	9	attachment	attachment	NOUN
spir-8222	111	10	in	in	ADP
spir-8222	111	11	the	the	DET
spir-8222	111	12	growth	growth	NOUN
spir-8222	111	13	of	of	ADP
spir-8222	111	14	networks	network	NOUN
spir-8222	111	15	(	(	PUNCT
spir-8222	111	16	p.	p.	NOUN
spir-8222	111	17	91	91	NUM
spir-8222	111	18	)	)	PUNCT
spir-8222	111	19	.	.	PUNCT
spir-8222	112	1	the	the	DET
spir-8222	112	2	presence	presence	NOUN
spir-8222	112	3	of	of	ADP
spir-8222	112	4	preferential	preferential	ADJ
spir-8222	112	5	attachment	attachment	NOUN
spir-8222	112	6	indicates	indicate	VERB
spir-8222	112	7	that	that	SCONJ
spir-8222	112	8	some	some	DET
spir-8222	112	9	networks	network	NOUN
spir-8222	112	10	generate	generate	VERB
spir-8222	112	11	hubs	hub	NOUN
spir-8222	112	12	as	as	ADP
spir-8222	112	13	an	an	DET
spir-8222	112	14	outcome	outcome	NOUN
spir-8222	112	15	of	of	ADP
spir-8222	112	16	their	their	PRON
spir-8222	112	17	growth	growth	NOUN
spir-8222	112	18	process	process	NOUN
spir-8222	112	19	,	,	PUNCT
spir-8222	112	20	and	and	CCONJ
spir-8222	112	21	hubs	hub	NOUN
spir-8222	112	22	develop	develop	VERB
spir-8222	112	23	not	not	PART
spir-8222	112	24	simply	simply	ADV
spir-8222	112	25	because	because	SCONJ
spir-8222	112	26	of	of	ADP
spir-8222	112	27	inherent	inherent	ADJ
spir-8222	112	28	qualities	quality	NOUN
spir-8222	112	29	but	but	CCONJ
spir-8222	112	30	because	because	SCONJ
spir-8222	112	31	of	of	ADP
spir-8222	112	32	early	early	ADJ
spir-8222	112	33	preferences	preference	NOUN
spir-8222	112	34	(	(	PUNCT
spir-8222	112	35	in	in	ADP
spir-8222	112	36	short	short	ADJ
spir-8222	112	37	,	,	PUNCT
spir-8222	112	38	because	because	SCONJ
spir-8222	112	39	the	the	DET
spir-8222	112	40	algorithm	algorithm	NOUN
spir-8222	112	41	can	can	AUX
spir-8222	112	42	not	not	PART
spir-8222	112	43	natively	natively	ADV
spir-8222	112	44	distinguish	distinguish	VERB
spir-8222	112	45	between	between	ADP
spir-8222	112	46	positive	positive	ADJ
spir-8222	112	47	and	and	CCONJ
spir-8222	112	48	negative	negative	ADJ
spir-8222	112	49	mentions	mention	NOUN
spir-8222	112	50	of	of	ADP
spir-8222	112	51	a	a	DET
spir-8222	112	52	particular	particular	ADJ
spir-8222	112	53	source	source	NOUN
spir-8222	112	54	,	,	PUNCT
spir-8222	112	55	its	its	PRON
spir-8222	112	56	effect	effect	NOUN
spir-8222	112	57	is	be	AUX
spir-8222	112	58	to	to	PART
spir-8222	112	59	limit	limit	VERB
spir-8222	112	60	all	all	DET
spir-8222	112	61	user	user	NOUN
spir-8222	112	62	knowledge	knowledge	NOUN
spir-8222	112	63	that	that	PRON
spir-8222	112	64	contributes	contribute	VERB
spir-8222	112	65	to	to	ADP
spir-8222	112	66	its	its	PRON
spir-8222	112	67	calculations	calculation	NOUN
spir-8222	112	68	to	to	ADP
spir-8222	112	69	only	only	ADV
spir-8222	112	70	public	public	ADJ
spir-8222	112	71	knowledge	knowledge	NOUN
spir-8222	112	72	—	—	PUNCT
spir-8222	112	73	the	the	DET
spir-8222	112	74	links	link	NOUN
spir-8222	112	75	themselves	themselves	PRON
spir-8222	112	76	—	—	PUNCT
spir-8222	112	77	thus	thus	ADV
spir-8222	112	78	restricting	restrict	VERB
spir-8222	112	79	individual	individual	ADJ
spir-8222	112	80	interpretations	interpretation	NOUN
spir-8222	112	81	and	and	CCONJ
spir-8222	112	82	other	other	ADJ
spir-8222	112	83	private	private	ADJ
spir-8222	112	84	knowledge	knowledge	NOUN
spir-8222	112	85	.	.	PUNCT
spir-8222	113	1	cf	cf	NOUN
spir-8222	113	2	.	.	PUNCT
spir-8222	114	1	waldrop	waldrop	PROPN
spir-8222	114	2	,	,	PUNCT
spir-8222	114	3	1992	1992	NUM
spir-8222	114	4	,	,	PUNCT
spir-8222	114	5	p.	p.	NOUN
spir-8222	114	6	45	45	NUM
spir-8222	114	7	)	)	PUNCT
spir-8222	114	8	.	.	PUNCT
spir-8222	115	1	as	as	ADP
spir-8222	115	2	barabási	barabási	NOUN
spir-8222	115	3	(	(	PUNCT
spir-8222	115	4	2002	2002	NUM
spir-8222	115	5	)	)	PUNCT
spir-8222	115	6	notes	note	NOUN
spir-8222	115	7	,	,	PUNCT
spir-8222	115	8	individuals	individual	NOUN
spir-8222	115	9	,	,	PUNCT
spir-8222	115	10	when	when	SCONJ
spir-8222	115	11	choosing	choose	VERB
spir-8222	115	12	to	to	PART
spir-8222	115	13	create	create	VERB
spir-8222	115	14	links	link	NOUN
spir-8222	115	15	,	,	PUNCT
spir-8222	115	16	are	be	AUX
spir-8222	115	17	far	far	ADV
spir-8222	115	18	more	more	ADV
spir-8222	115	19	likely	likely	ADJ
spir-8222	115	20	to	to	PART
spir-8222	115	21	create	create	VERB
spir-8222	115	22	links	link	NOUN
spir-8222	115	23	to	to	ADP
spir-8222	115	24	pages	page	NOUN
spir-8222	115	25	that	that	PRON
spir-8222	115	26	already	already	ADV
spir-8222	115	27	have	have	VERB
spir-8222	115	28	a	a	DET
spir-8222	115	29	great	great	ADJ
spir-8222	115	30	number	number	NOUN
spir-8222	115	31	of	of	ADP
spir-8222	115	32	links	link	NOUN
spir-8222	115	33	(	(	PUNCT
spir-8222	115	34	p.	p.	NOUN
spir-8222	115	35	85	85	NUM
spir-8222	115	36	)	)	PUNCT
spir-8222	115	37	.	.	PUNCT
spir-8222	116	1	while	while	SCONJ
spir-8222	116	2	such	such	ADJ
spir-8222	116	3	linking	link	VERB
spir-8222	116	4	behavior	behavior	NOUN
spir-8222	116	5	is	be	AUX
spir-8222	116	6	not	not	PART
spir-8222	116	7	centrally	centrally	ADV
spir-8222	116	8	controlled	control	VERB
spir-8222	116	9	,	,	PUNCT
spir-8222	116	10	it	it	PRON
spir-8222	116	11	is	be	AUX
spir-8222	116	12	constrained	constrain	VERB
spir-8222	116	13	by	by	ADP
spir-8222	116	14	this	this	DET
spir-8222	116	15	feature	feature	NOUN
spir-8222	116	16	of	of	ADP
spir-8222	116	17	networks	network	NOUN
spir-8222	116	18	,	,	PUNCT
spir-8222	116	19	and	and	CCONJ
spir-8222	116	20	this	this	DET
spir-8222	116	21	constraint	constraint	NOUN
spir-8222	116	22	is	be	AUX
spir-8222	116	23	a	a	DET
spir-8222	116	24	direct	direct	ADJ
spir-8222	116	25	product	product	NOUN
spir-8222	116	26	of	of	ADP
spir-8222	116	27	the	the	DET
spir-8222	116	28	way	way	NOUN
spir-8222	116	29	that	that	PRON
spir-8222	116	30	pagerank	pagerank	NOUN
spir-8222	116	31	traces	trace	VERB
spir-8222	116	32	the	the	DET
spir-8222	116	33	web	web	NOUN
spir-8222	116	34	.	.	PUNCT
spir-8222	117	1	the	the	DET
spir-8222	117	2	1	1	NUM
spir-8222	117	3	examples	example	NOUN
spir-8222	117	4	like	like	ADP
spir-8222	117	5	these	these	PRON
spir-8222	117	6	,	,	PUNCT
spir-8222	117	7	and	and	CCONJ
spir-8222	117	8	the	the	DET
spir-8222	117	9	fact	fact	NOUN
spir-8222	117	10	that	that	SCONJ
spir-8222	117	11	google	google	PROPN
spir-8222	117	12	must	must	AUX
spir-8222	117	13	constantly	constantly	ADV
spir-8222	117	14	fight	fight	VERB
spir-8222	117	15	spam	spam	NOUN
spir-8222	117	16	,	,	PUNCT
spir-8222	117	17	suggest	suggest	VERB
spir-8222	117	18	another	another	DET
spir-8222	117	19	problem	problem	NOUN
spir-8222	117	20	with	with	ADP
spir-8222	117	21	the	the	DET
spir-8222	117	22	simple	simple	ADJ
spir-8222	117	23	equation	equation	NOUN
spir-8222	117	24	of	of	ADP
spir-8222	117	25	pagerank	pagerank	NOUN
spir-8222	117	26	's	's	PART
spir-8222	117	27	results	result	NOUN
spir-8222	117	28	with	with	ADP
spir-8222	117	29	quality	quality	NOUN
spir-8222	117	30	.	.	PUNCT
spir-8222	118	1	page	page	NOUN
spir-8222	118	2	et	et	PROPN
spir-8222	118	3	al	al	PROPN
spir-8222	118	4	.	.	PUNCT
spir-8222	119	1	(	(	PUNCT
spir-8222	119	2	1998	1998	NUM
spir-8222	119	3	)	)	PUNCT
spir-8222	119	4	note	note	VERB
spir-8222	119	5	that	that	SCONJ
spir-8222	119	6	it	it	PRON
spir-8222	119	7	is	be	AUX
spir-8222	119	8	possible	possible	ADJ
spir-8222	119	9	to	to	PART
spir-8222	119	10	try	try	VERB
spir-8222	119	11	to	to	PART
spir-8222	119	12	"	"	PUNCT
spir-8222	119	13	manipulat[e	manipulat[e	PROPN
spir-8222	119	14	]	]	PUNCT
spir-8222	119	15	"	"	PUNCT
spir-8222	119	16	the	the	DET
spir-8222	119	17	pagerank	pagerank	NOUN
spir-8222	119	18	system	system	NOUN
spir-8222	119	19	by	by	ADP
spir-8222	119	20	"	"	PUNCT
spir-8222	119	21	buying	buy	VERB
spir-8222	119	22	"	"	PUNCT
spir-8222	119	23	links	link	NOUN
spir-8222	119	24	to	to	ADP
spir-8222	119	25	a	a	DET
spir-8222	119	26	particular	particular	ADJ
spir-8222	119	27	page	page	NOUN
spir-8222	119	28	,	,	PUNCT
spir-8222	119	29	thus	thus	ADV
spir-8222	119	30	increasing	increase	VERB
spir-8222	119	31	the	the	DET
spir-8222	119	32	page	page	NOUN
spir-8222	119	33	's	's	PART
spir-8222	119	34	rank	rank	NOUN
spir-8222	119	35	by	by	ADP
spir-8222	119	36	increasing	increase	VERB
spir-8222	119	37	the	the	DET
spir-8222	119	38	number	number	NOUN
spir-8222	119	39	of	of	ADP
spir-8222	119	40	pages	page	NOUN
spir-8222	119	41	that	that	PRON
spir-8222	119	42	link	link	VERB
spir-8222	119	43	to	to	ADP
spir-8222	119	44	it	it	PRON
spir-8222	119	45	(	(	PUNCT
spir-8222	119	46	p.	p.	NOUN
spir-8222	119	47	12	12	NUM
spir-8222	119	48	)	)	PUNCT
spir-8222	119	49	.	.	PUNCT
spir-8222	120	1	however	however	ADV
spir-8222	120	2	,	,	PUNCT
spir-8222	120	3	in	in	ADP
spir-8222	120	4	1998	1998	NUM
spir-8222	120	5	they	they	PRON
spir-8222	120	6	argued	argue	VERB
spir-8222	120	7	that	that	SCONJ
spir-8222	120	8	this	this	DET
spir-8222	120	9	type	type	NOUN
spir-8222	120	10	of	of	ADP
spir-8222	120	11	manipulation	manipulation	NOUN
spir-8222	120	12	was	be	AUX
spir-8222	120	13	largely	largely	ADV
spir-8222	120	14	preventable	preventable	ADJ
spir-8222	120	15	,	,	PUNCT
spir-8222	120	16	suggesting	suggest	VERB
spir-8222	120	17	that	that	SCONJ
spir-8222	120	18	the	the	DET
spir-8222	120	19	cost	cost	NOUN
spir-8222	120	20	of	of	ADP
spir-8222	120	21	such	such	DET
spir-8222	120	22	a	a	DET
spir-8222	120	23	practice	practice	NOUN
spir-8222	120	24	—	—	PUNCT
spir-8222	120	25	purchasing	purchase	VERB
spir-8222	120	26	a	a	DET
spir-8222	120	27	number	number	NOUN
spir-8222	120	28	of	of	ADP
spir-8222	120	29	ads	ad	NOUN
spir-8222	120	30	on	on	ADP
spir-8222	120	31	various	various	ADJ
spir-8222	120	32	sites	site	NOUN
spir-8222	120	33	—	—	PUNCT
spir-8222	120	34	would	would	AUX
spir-8222	120	35	make	make	VERB
spir-8222	120	36	it	it	PRON
spir-8222	120	37	prohibitive	prohibitive	ADJ
spir-8222	120	38	.	.	PUNCT
spir-8222	121	1	they	they	PRON
spir-8222	121	2	did	do	AUX
spir-8222	121	3	not	not	PART
spir-8222	121	4	anticipate	anticipate	VERB
spir-8222	121	5	the	the	DET
spir-8222	121	6	rise	rise	NOUN
spir-8222	121	7	of	of	ADP
spir-8222	121	8	free	free	ADJ
spir-8222	121	9	services	service	NOUN
spir-8222	121	10	like	like	ADP
spir-8222	121	11	blogs	blog	NOUN
spir-8222	121	12	were	be	AUX
spir-8222	121	13	users	user	NOUN
spir-8222	121	14	could	could	AUX
spir-8222	121	15	easily	easily	ADV
spir-8222	121	16	create	create	VERB
spir-8222	121	17	numerous	numerous	ADJ
spir-8222	121	18	unique	unique	ADJ
spir-8222	121	19	subdomains	subdomain	NOUN
spir-8222	121	20	then	then	ADV
spir-8222	121	21	have	have	AUX
spir-8222	121	22	them	they	PRON
spir-8222	121	23	link	link	VERB
spir-8222	121	24	to	to	ADP
spir-8222	121	25	a	a	DET
spir-8222	121	26	site	site	NOUN
spir-8222	121	27	,	,	PUNCT
spir-8222	121	28	or	or	CCONJ
spir-8222	121	29	they	they	PRON
spir-8222	121	30	could	could	AUX
spir-8222	121	31	create	create	VERB
spir-8222	121	32	numerous	numerous	ADJ
spir-8222	121	33	comments	comment	NOUN
spir-8222	121	34	on	on	ADP
spir-8222	121	35	other	other	ADJ
spir-8222	121	36	blogs	blog	NOUN
spir-8222	121	37	that	that	PRON
spir-8222	121	38	would	would	AUX
spir-8222	121	39	link	link	VERB
spir-8222	121	40	to	to	ADP
spir-8222	121	41	the	the	DET
spir-8222	121	42	site	site	NOUN
spir-8222	121	43	in	in	ADP
spir-8222	121	44	question	question	NOUN
spir-8222	121	45	.	.	PUNCT
spir-8222	122	1	google	google	PROPN
spir-8222	122	2	has	have	AUX
spir-8222	122	3	taken	take	VERB
spir-8222	122	4	steps	step	NOUN
spir-8222	122	5	to	to	PART
spir-8222	122	6	limit	limit	VERB
spir-8222	122	7	the	the	DET
spir-8222	122	8	effectiveness	effectiveness	NOUN
spir-8222	122	9	of	of	ADP
spir-8222	122	10	this	this	DET
spir-8222	122	11	type	type	NOUN
spir-8222	122	12	of	of	ADP
spir-8222	122	13	manipulation	manipulation	NOUN
spir-8222	122	14	,	,	PUNCT
spir-8222	122	15	both	both	CCONJ
spir-8222	122	16	by	by	ADP
spir-8222	122	17	directly	directly	ADV
spir-8222	122	18	restricting	restrict	VERB
spir-8222	122	19	it	it	PRON
spir-8222	122	20	(	(	PUNCT
spir-8222	122	21	"	"	PUNCT
spir-8222	122	22	report	report	NOUN
spir-8222	122	23	spam	spam	NOUN
spir-8222	122	24	,	,	PUNCT
spir-8222	122	25	paid	pay	VERB
spir-8222	122	26	links	link	NOUN
spir-8222	122	27	,	,	PUNCT
spir-8222	122	28	malware	malware	NOUN
spir-8222	122	29	,	,	PUNCT
spir-8222	122	30	and	and	CCONJ
spir-8222	122	31	other	other	ADJ
spir-8222	122	32	problems	problem	NOUN
spir-8222	122	33	to	to	PART
spir-8222	122	34	google	google	VERB
spir-8222	122	35	,	,	PUNCT
spir-8222	122	36	"	"	PUNCT
spir-8222	122	37	2012	2012	NUM
spir-8222	122	38	)	)	PUNCT
spir-8222	122	39	,	,	PUNCT
spir-8222	122	40	and	and	CCONJ
spir-8222	122	41	by	by	ADP
spir-8222	122	42	modifying	modify	VERB
spir-8222	122	43	its	its	PRON
spir-8222	122	44	algorithms	algorithm	NOUN
spir-8222	122	45	to	to	PART
spir-8222	122	46	devalue	devalue	VERB
spir-8222	122	47	sites	site	NOUN
spir-8222	122	48	that	that	SCONJ
spir-8222	122	49	they	they	PRON
spir-8222	122	50	identify	identify	VERB
spir-8222	122	51	as	as	ADP
spir-8222	122	52	so	so	ADV
spir-8222	122	53	-	-	PUNCT
spir-8222	122	54	called	call	VERB
spir-8222	122	55	link	link	NOUN
spir-8222	122	56	farms	farm	NOUN
spir-8222	122	57	(	(	PUNCT
spir-8222	122	58	singhal	singhal	PROPN
spir-8222	122	59	&	&	CCONJ
spir-8222	122	60	cutts	cutts	PROPN
spir-8222	122	61	,	,	PUNCT
spir-8222	122	62	2011	2011	NUM
spir-8222	122	63	)	)	PUNCT
spir-8222	122	64	.	.	PUNCT
spir-8222	123	1	yet	yet	ADV
spir-8222	123	2	,	,	PUNCT
spir-8222	123	3	if	if	SCONJ
spir-8222	123	4	pagerank	pagerank	NOUN
spir-8222	123	5	was	be	AUX
spir-8222	123	6	a	a	DET
spir-8222	123	7	means	means	NOUN
spir-8222	123	8	of	of	ADP
spir-8222	123	9	assessing	assess	VERB
spir-8222	123	10	quality	quality	NOUN
spir-8222	123	11	and	and	CCONJ
spir-8222	123	12	was	be	AUX
spir-8222	123	13	based	base	VERB
spir-8222	123	14	on	on	ADP
spir-8222	123	15	an	an	DET
spir-8222	123	16	unconstrained	unconstrained	ADJ
spir-8222	123	17	version	version	NOUN
spir-8222	123	18	of	of	ADP
spir-8222	123	19	crowdsourcing	crowdsourcing	NOUN
spir-8222	123	20	,	,	PUNCT
spir-8222	123	21	one	one	PRON
spir-8222	123	22	would	would	AUX
spir-8222	123	23	expect	expect	VERB
spir-8222	123	24	that	that	SCONJ
spir-8222	123	25	this	this	DET
spir-8222	123	26	effort	effort	NOUN
spir-8222	123	27	on	on	ADP
spir-8222	123	28	google	google	PROPN
spir-8222	123	29	's	's	PART
spir-8222	123	30	part	part	NOUN
spir-8222	123	31	would	would	AUX
spir-8222	123	32	not	not	PART
spir-8222	123	33	be	be	AUX
spir-8222	123	34	necessary	necessary	ADJ
spir-8222	123	35	,	,	PUNCT
spir-8222	123	36	as	as	SCONJ
spir-8222	123	37	low	low	ADJ
spir-8222	123	38	quality	quality	NOUN
spir-8222	123	39	sites	site	NOUN
spir-8222	123	40	would	would	AUX
spir-8222	123	41	be	be	AUX
spir-8222	123	42	identified	identify	VERB
spir-8222	123	43	as	as	ADP
spir-8222	123	44	such	such	ADJ
spir-8222	123	45	and	and	CCONJ
spir-8222	123	46	devalued	devalue	VERB
spir-8222	123	47	by	by	ADP
spir-8222	123	48	users	user	NOUN
spir-8222	123	49	.	.	PUNCT
spir-8222	124	1	however	however	ADV
spir-8222	124	2	,	,	PUNCT
spir-8222	124	3	because	because	SCONJ
spir-8222	124	4	pagerank	pagerank	NOUN
spir-8222	124	5	's	's	PART
spir-8222	124	6	true	true	ADJ
spir-8222	124	7	function	function	NOUN
spir-8222	124	8	is	be	AUX
spir-8222	124	9	to	to	PART
spir-8222	124	10	discover	discover	VERB
spir-8222	124	11	hubs	hub	NOUN
spir-8222	124	12	,	,	PUNCT
spir-8222	124	13	not	not	PART
spir-8222	124	14	quality	quality	NOUN
spir-8222	124	15	,	,	PUNCT
spir-8222	124	16	and	and	CCONJ
spir-8222	124	17	because	because	SCONJ
spir-8222	124	18	hubs	hub	NOUN
spir-8222	124	19	can	can	AUX
spir-8222	124	20	be	be	AUX
spir-8222	124	21	created	create	VERB
spir-8222	124	22	by	by	ADP
spir-8222	124	23	anyone	anyone	PRON
spir-8222	124	24	with	with	ADP
spir-8222	124	25	sufficient	sufficient	ADJ
spir-8222	124	26	time	time	NOUN
spir-8222	124	27	and	and	CCONJ
spir-8222	124	28	resources	resource	NOUN
spir-8222	124	29	,	,	PUNCT
spir-8222	124	30	the	the	DET
spir-8222	124	31	arms	arm	NOUN
spir-8222	124	32	race	race	NOUN
spir-8222	124	33	against	against	ADP
spir-8222	124	34	spammers	spammer	NOUN
spir-8222	124	35	is	be	AUX
spir-8222	124	36	a	a	DET
spir-8222	124	37	constant	constant	ADJ
spir-8222	124	38	concern	concern	NOUN
spir-8222	124	39	to	to	ADP
spir-8222	124	40	the	the	DET
spir-8222	124	41	search	search	NOUN
spir-8222	124	42	company	company	NOUN
spir-8222	124	43	.	.	PUNCT
spir-8222	125	1	11	11	NUM
spir-8222	125	2	tendency	tendency	NOUN
spir-8222	125	3	of	of	ADP
spir-8222	125	4	pagerank	pagerank	NOUN
spir-8222	125	5	to	to	PART
spir-8222	125	6	produce	produce	VERB
spir-8222	125	7	this	this	DET
spir-8222	125	8	behavior	behavior	NOUN
spir-8222	125	9	is	be	AUX
spir-8222	125	10	hinted	hint	VERB
spir-8222	125	11	at	at	ADP
spir-8222	125	12	even	even	ADV
spir-8222	125	13	in	in	ADP
spir-8222	125	14	the	the	DET
spir-8222	125	15	earliest	early	ADJ
spir-8222	125	16	writings	writing	NOUN
spir-8222	125	17	about	about	ADP
spir-8222	125	18	the	the	DET
spir-8222	125	19	formula	formula	NOUN
spir-8222	125	20	.	.	PUNCT
spir-8222	126	1	page	page	NOUN
spir-8222	126	2	,	,	PUNCT
spir-8222	126	3	et	et	PROPN
spir-8222	126	4	al	al	PROPN
spir-8222	126	5	.	.	PUNCT
spir-8222	127	1	(	(	PUNCT
spir-8222	127	2	1998	1998	NUM
spir-8222	127	3	)	)	PUNCT
spir-8222	127	4	argue	argue	VERB
spir-8222	127	5	that	that	SCONJ
spir-8222	127	6	,	,	PUNCT
spir-8222	127	7	given	give	VERB
spir-8222	127	8	a	a	DET
spir-8222	127	9	limited	limited	ADJ
spir-8222	127	10	set	set	NOUN
spir-8222	127	11	of	of	ADP
spir-8222	127	12	web	web	NOUN
spir-8222	127	13	pages	page	NOUN
spir-8222	127	14	,	,	PUNCT
spir-8222	127	15	pagerank	pagerank	NOUN
spir-8222	127	16	is	be	AUX
spir-8222	127	17	an	an	DET
spir-8222	127	18	excellent	excellent	ADJ
spir-8222	127	19	predictor	predictor	NOUN
spir-8222	127	20	of	of	ADP
spir-8222	127	21	citation	citation	NOUN
spir-8222	127	22	counts	count	NOUN
spir-8222	127	23	(	(	PUNCT
spir-8222	127	24	p.	p.	NOUN
spir-8222	127	25	13	13	NUM
spir-8222	127	26	)	)	PUNCT
spir-8222	127	27	.	.	PUNCT
spir-8222	128	1	that	that	PRON
spir-8222	128	2	is	be	AUX
spir-8222	128	3	,	,	PUNCT
spir-8222	128	4	when	when	SCONJ
spir-8222	128	5	not	not	PART
spir-8222	128	6	all	all	DET
spir-8222	128	7	citations	citation	NOUN
spir-8222	128	8	are	be	AUX
spir-8222	128	9	known	know	VERB
spir-8222	128	10	,	,	PUNCT
spir-8222	128	11	the	the	DET
spir-8222	128	12	pagerank	pagerank	NOUN
spir-8222	128	13	of	of	ADP
spir-8222	128	14	a	a	DET
spir-8222	128	15	particular	particular	ADJ
spir-8222	128	16	page	page	NOUN
spir-8222	128	17	within	within	ADP
spir-8222	128	18	the	the	DET
spir-8222	128	19	known	know	VERB
spir-8222	128	20	set	set	NOUN
spir-8222	128	21	of	of	ADP
spir-8222	128	22	pages	page	NOUN
spir-8222	128	23	is	be	AUX
spir-8222	128	24	strongly	strongly	ADV
spir-8222	128	25	correlated	correlate	VERB
spir-8222	128	26	with	with	ADP
spir-8222	128	27	the	the	DET
spir-8222	128	28	number	number	NOUN
spir-8222	128	29	of	of	ADP
spir-8222	128	30	citations	citation	NOUN
spir-8222	128	31	for	for	ADP
spir-8222	128	32	a	a	DET
spir-8222	128	33	given	give	VERB
spir-8222	128	34	page	page	NOUN
spir-8222	128	35	within	within	ADP
spir-8222	128	36	a	a	DET
spir-8222	128	37	larger	large	ADJ
spir-8222	128	38	or	or	CCONJ
spir-8222	128	39	complete	complete	ADJ
spir-8222	128	40	set	set	NOUN
spir-8222	128	41	.	.	PUNCT
spir-8222	129	1	or	or	CCONJ
spir-8222	129	2	,	,	PUNCT
spir-8222	129	3	as	as	SCONJ
spir-8222	129	4	the	the	DET
spir-8222	129	5	authors	author	NOUN
spir-8222	129	6	put	put	VERB
spir-8222	129	7	it	it	PRON
spir-8222	129	8	,	,	PUNCT
spir-8222	129	9	"	"	PUNCT
spir-8222	129	10	pagerank	pagerank	NOUN
spir-8222	129	11	may	may	AUX
spir-8222	129	12	even	even	ADV
spir-8222	129	13	be	be	AUX
spir-8222	129	14	a	a	DET
spir-8222	129	15	better	well	ADJ
spir-8222	129	16	citation	citation	NOUN
spir-8222	129	17	count	count	NOUN
spir-8222	129	18	approximation	approximation	NOUN
spir-8222	129	19	than	than	ADP
spir-8222	129	20	citation	citation	NOUN
spir-8222	129	21	counts	count	VERB
spir-8222	129	22	themselves	themselves	PRON
spir-8222	129	23	"	"	PUNCT
spir-8222	129	24	(	(	PUNCT
spir-8222	129	25	p.	p.	NOUN
spir-8222	129	26	13	13	NUM
spir-8222	129	27	)	)	PUNCT
spir-8222	129	28	.	.	PUNCT
spir-8222	130	1	while	while	SCONJ
spir-8222	130	2	this	this	DET
spir-8222	130	3	result	result	NOUN
spir-8222	130	4	may	may	AUX
spir-8222	130	5	suggest	suggest	VERB
spir-8222	130	6	confidence	confidence	NOUN
spir-8222	130	7	in	in	ADP
spir-8222	130	8	pagerank	pagerank	NOUN
spir-8222	130	9	's	's	PART
spir-8222	130	10	results	result	NOUN
spir-8222	130	11	—	—	PUNCT
spir-8222	130	12	indeed	indeed	ADV
spir-8222	130	13	,	,	PUNCT
spir-8222	130	14	the	the	DET
spir-8222	130	15	authors	author	NOUN
spir-8222	130	16	argue	argue	VERB
spir-8222	130	17	that	that	SCONJ
spir-8222	130	18	it	it	PRON
spir-8222	130	19	is	be	AUX
spir-8222	130	20	a	a	DET
spir-8222	130	21	"	"	PUNCT
spir-8222	130	22	powerful	powerful	ADJ
spir-8222	130	23	justification	justification	NOUN
spir-8222	130	24	for	for	ADP
spir-8222	130	25	using	use	VERB
spir-8222	130	26	pagerank	pagerank	NOUN
spir-8222	130	27	"	"	PUNCT
spir-8222	130	28	(	(	PUNCT
spir-8222	130	29	p.	p.	NOUN
spir-8222	130	30	13)—it	13)—it	NUM
spir-8222	130	31	may	may	AUX
spir-8222	130	32	be	be	AUX
spir-8222	130	33	that	that	SCONJ
spir-8222	130	34	it	it	PRON
spir-8222	130	35	is	be	AUX
spir-8222	130	36	instead	instead	ADV
spir-8222	130	37	merely	merely	ADV
spir-8222	130	38	an	an	DET
spir-8222	130	39	indicator	indicator	NOUN
spir-8222	130	40	of	of	ADP
spir-8222	130	41	the	the	DET
spir-8222	130	42	formula	formula	NOUN
spir-8222	130	43	's	's	PART
spir-8222	130	44	effectiveness	effectiveness	NOUN
spir-8222	130	45	of	of	ADP
spir-8222	130	46	ferreting	ferret	VERB
spir-8222	130	47	out	out	ADP
spir-8222	130	48	the	the	DET
spir-8222	130	49	structure	structure	NOUN
spir-8222	130	50	of	of	ADP
spir-8222	130	51	the	the	DET
spir-8222	130	52	network	network	NOUN
spir-8222	130	53	that	that	PRON
spir-8222	130	54	it	it	PRON
spir-8222	130	55	examines	examine	VERB
spir-8222	130	56	.	.	PUNCT
spir-8222	131	1	or	or	CCONJ
spir-8222	131	2	,	,	PUNCT
spir-8222	131	3	to	to	PART
spir-8222	131	4	rephrase	rephrase	VERB
spir-8222	131	5	page	page	NOUN
spir-8222	131	6	,	,	PUNCT
spir-8222	131	7	et	et	PROPN
spir-8222	131	8	al	al	PROPN
spir-8222	131	9	.	.	PROPN
spir-8222	131	10	's	's	PART
spir-8222	131	11	(	(	PUNCT
spir-8222	131	12	1998	1998	NUM
spir-8222	131	13	)	)	PUNCT
spir-8222	131	14	statement	statement	NOUN
spir-8222	131	15	,	,	PUNCT
spir-8222	131	16	pagerank	pagerank	NOUN
spir-8222	131	17	is	be	AUX
spir-8222	131	18	a	a	DET
spir-8222	131	19	better	well	ADJ
spir-8222	131	20	predictor	predictor	NOUN
spir-8222	131	21	of	of	ADP
spir-8222	131	22	a	a	DET
spir-8222	131	23	network	network	NOUN
spir-8222	131	24	's	's	PART
spir-8222	131	25	structure	structure	NOUN
spir-8222	131	26	than	than	ADP
spir-8222	131	27	the	the	DET
spir-8222	131	28	known	know	VERB
spir-8222	131	29	structure	structure	NOUN
spir-8222	131	30	of	of	ADP
spir-8222	131	31	the	the	DET
spir-8222	131	32	network	network	NOUN
spir-8222	131	33	.	.	PUNCT
spir-8222	132	1	these	these	DET
spir-8222	132	2	issues	issue	NOUN
spir-8222	132	3	are	be	AUX
spir-8222	132	4	exacerbated	exacerbate	VERB
spir-8222	132	5	by	by	ADP
spir-8222	132	6	the	the	DET
spir-8222	132	7	tendency	tendency	NOUN
spir-8222	132	8	of	of	ADP
spir-8222	132	9	search	search	NOUN
spir-8222	132	10	engines	engine	NOUN
spir-8222	132	11	to	to	PART
spir-8222	132	12	offer	offer	VERB
spir-8222	132	13	personalized	personalized	ADJ
spir-8222	132	14	search	search	NOUN
spir-8222	132	15	results	result	NOUN
spir-8222	132	16	,	,	PUNCT
spir-8222	132	17	results	result	NOUN
spir-8222	132	18	designed	design	VERB
spir-8222	132	19	to	to	PART
spir-8222	132	20	fit	fit	VERB
spir-8222	132	21	the	the	DET
spir-8222	132	22	particular	particular	ADJ
spir-8222	132	23	interests	interest	NOUN
spir-8222	132	24	of	of	ADP
spir-8222	132	25	the	the	DET
spir-8222	132	26	individual	individual	ADJ
spir-8222	132	27	user	user	NOUN
spir-8222	132	28	(	(	PUNCT
spir-8222	132	29	"	"	PUNCT
spir-8222	132	30	google	google	ADJ
spir-8222	132	31	personalized	personalized	ADJ
spir-8222	132	32	search	search	NOUN
spir-8222	132	33	,	,	PUNCT
spir-8222	132	34	"	"	PUNCT
spir-8222	132	35	n.d	n.d	PROPN
spir-8222	132	36	.	.	PROPN
spir-8222	132	37	)	)	PUNCT
spir-8222	132	38	.	.	PUNCT
spir-8222	133	1	indeed	indeed	ADV
spir-8222	133	2	,	,	PUNCT
spir-8222	133	3	page	page	NOUN
spir-8222	133	4	,	,	PUNCT
spir-8222	133	5	et	et	PROPN
spir-8222	133	6	al	al	PROPN
spir-8222	133	7	.	.	PUNCT
spir-8222	134	1	(	(	PUNCT
spir-8222	134	2	1998	1998	NUM
spir-8222	134	3	)	)	PUNCT
spir-8222	134	4	suggest	suggest	AUX
spir-8222	134	5	searching	search	VERB
spir-8222	134	6	the	the	DET
spir-8222	134	7	saved	save	VERB
spir-8222	134	8	bookmarks	bookmark	NOUN
spir-8222	134	9	on	on	ADP
spir-8222	134	10	a	a	DET
spir-8222	134	11	user	user	NOUN
spir-8222	134	12	's	's	PART
spir-8222	134	13	computer	computer	NOUN
spir-8222	134	14	as	as	ADP
spir-8222	134	15	one	one	NUM
spir-8222	134	16	means	mean	NOUN
spir-8222	134	17	of	of	ADP
spir-8222	134	18	creating	create	VERB
spir-8222	134	19	these	these	DET
spir-8222	134	20	personalized	personalized	ADJ
spir-8222	134	21	results	result	NOUN
spir-8222	134	22	(	(	PUNCT
spir-8222	134	23	pp	pp	ADJ
spir-8222	134	24	.	.	PUNCT
spir-8222	135	1	11–12	11–12	NUM
spir-8222	135	2	)	)	PUNCT
spir-8222	135	3	.	.	PUNCT
spir-8222	136	1	while	while	SCONJ
spir-8222	136	2	the	the	DET
spir-8222	136	3	ostensible	ostensible	ADJ
spir-8222	136	4	purpose	purpose	NOUN
spir-8222	136	5	of	of	ADP
spir-8222	136	6	personalized	personalized	ADJ
spir-8222	136	7	search	search	NOUN
spir-8222	136	8	is	be	AUX
spir-8222	136	9	to	to	PART
spir-8222	136	10	increase	increase	VERB
spir-8222	136	11	the	the	DET
spir-8222	136	12	relevance	relevance	NOUN
spir-8222	136	13	or	or	CCONJ
spir-8222	136	14	quality	quality	NOUN
spir-8222	136	15	of	of	ADP
spir-8222	136	16	results	result	NOUN
spir-8222	136	17	returned	return	VERB
spir-8222	136	18	to	to	ADP
spir-8222	136	19	searchers	searcher	NOUN
spir-8222	136	20	,	,	PUNCT
spir-8222	136	21	one	one	NUM
spir-8222	136	22	way	way	NOUN
spir-8222	136	23	of	of	ADP
spir-8222	136	24	conceptualizing	conceptualize	VERB
spir-8222	136	25	personalized	personalized	ADJ
spir-8222	136	26	search	search	NOUN
spir-8222	136	27	is	be	AUX
spir-8222	136	28	that	that	SCONJ
spir-8222	136	29	it	it	PRON
spir-8222	136	30	shifts	shift	VERB
spir-8222	136	31	the	the	DET
spir-8222	136	32	location	location	NOUN
spir-8222	136	33	of	of	ADP
spir-8222	136	34	the	the	DET
spir-8222	136	35	search	search	NOUN
spir-8222	136	36	from	from	ADP
spir-8222	136	37	the	the	DET
spir-8222	136	38	wider	wide	ADJ
spir-8222	136	39	web	web	NOUN
spir-8222	136	40	to	to	ADP
spir-8222	136	41	a	a	DET
spir-8222	136	42	more	more	ADV
spir-8222	136	43	limited	limited	ADJ
spir-8222	136	44	network	network	NOUN
spir-8222	136	45	.	.	PUNCT
spir-8222	137	1	that	that	PRON
spir-8222	137	2	is	be	AUX
spir-8222	137	3	,	,	PUNCT
spir-8222	137	4	rather	rather	ADV
spir-8222	137	5	than	than	ADP
spir-8222	137	6	identifying	identify	VERB
spir-8222	137	7	the	the	DET
spir-8222	137	8	hubs	hub	NOUN
spir-8222	137	9	of	of	ADP
spir-8222	137	10	particular	particular	ADJ
spir-8222	137	11	topics	topic	NOUN
spir-8222	137	12	or	or	CCONJ
spir-8222	137	13	other	other	ADJ
spir-8222	137	14	information	information	NOUN
spir-8222	137	15	within	within	ADP
spir-8222	137	16	the	the	DET
spir-8222	137	17	web	web	NOUN
spir-8222	137	18	,	,	PUNCT
spir-8222	137	19	personalized	personalize	VERB
spir-8222	137	20	search	search	NOUN
spir-8222	137	21	merely	merely	ADV
spir-8222	137	22	identifies	identify	VERB
spir-8222	137	23	the	the	DET
spir-8222	137	24	hubs	hub	NOUN
spir-8222	137	25	and	and	CCONJ
spir-8222	137	26	other	other	ADJ
spir-8222	137	27	network	network	NOUN
spir-8222	137	28	features	feature	NOUN
spir-8222	137	29	of	of	ADP
spir-8222	137	30	what	what	PRON
spir-8222	137	31	(	(	PUNCT
spir-8222	137	32	it	it	PRON
spir-8222	137	33	assumes	assume	VERB
spir-8222	137	34	)	)	PUNCT
spir-8222	137	35	are	be	AUX
spir-8222	137	36	the	the	DET
spir-8222	137	37	individual	individual	NOUN
spir-8222	137	38	's	's	PART
spir-8222	137	39	personal	personal	ADJ
spir-8222	137	40	or	or	CCONJ
spir-8222	137	41	local	local	ADJ
spir-8222	137	42	networks	network	NOUN
spir-8222	137	43	.	.	PUNCT
spir-8222	138	1	at	at	ADP
spir-8222	138	2	first	first	ADJ
spir-8222	138	3	blush	blush	NOUN
spir-8222	138	4	,	,	PUNCT
spir-8222	138	5	this	this	PRON
spir-8222	138	6	may	may	AUX
spir-8222	138	7	seem	seem	VERB
spir-8222	138	8	to	to	PART
spir-8222	138	9	be	be	AUX
spir-8222	138	10	a	a	DET
spir-8222	138	11	means	means	NOUN
spir-8222	138	12	of	of	ADP
spir-8222	138	13	increasing	increase	VERB
spir-8222	138	14	the	the	DET
spir-8222	138	15	independence	independence	NOUN
spir-8222	138	16	of	of	ADP
spir-8222	138	17	search	search	NOUN
spir-8222	138	18	results	result	NOUN
spir-8222	138	19	by	by	ADP
spir-8222	138	20	giving	give	VERB
spir-8222	138	21	more	more	ADJ
spir-8222	138	22	prominence	prominence	NOUN
spir-8222	138	23	to	to	ADP
spir-8222	138	24	user	user	NOUN
spir-8222	138	25	-	-	PUNCT
spir-8222	138	26	generated	generate	VERB
spir-8222	138	27	choices	choice	NOUN
spir-8222	138	28	.	.	PUNCT
spir-8222	139	1	however	however	ADV
spir-8222	139	2	,	,	PUNCT
spir-8222	139	3	because	because	SCONJ
spir-8222	139	4	pagerank	pagerank	NOUN
spir-8222	139	5	operates	operate	VERB
spir-8222	139	6	by	by	ADP
spir-8222	139	7	identifying	identify	VERB
spir-8222	139	8	the	the	DET
spir-8222	139	9	hubs	hub	NOUN
spir-8222	139	10	in	in	ADP
spir-8222	139	11	a	a	DET
spir-8222	139	12	link	link	NOUN
spir-8222	139	13	network	network	NOUN
spir-8222	139	14	,	,	PUNCT
spir-8222	139	15	the	the	DET
spir-8222	139	16	effect	effect	NOUN
spir-8222	139	17	of	of	ADP
spir-8222	139	18	personalized	personalized	ADJ
spir-8222	139	19	search	search	NOUN
spir-8222	139	20	is	be	AUX
spir-8222	139	21	to	to	PART
spir-8222	139	22	limit	limit	VERB
spir-8222	139	23	the	the	DET
spir-8222	139	24	network	network	NOUN
spir-8222	139	25	that	that	PRON
spir-8222	139	26	is	be	AUX
spir-8222	139	27	being	be	AUX
spir-8222	139	28	searched	search	VERB
spir-8222	139	29	to	to	ADP
spir-8222	139	30	one	one	NUM
spir-8222	139	31	that	that	PRON
spir-8222	139	32	is	be	AUX
spir-8222	139	33	relevant	relevant	ADJ
spir-8222	139	34	to	to	ADP
spir-8222	139	35	the	the	DET
spir-8222	139	36	searcher	searcher	NOUN
spir-8222	139	37	,	,	PUNCT
spir-8222	139	38	thus	thus	ADV
spir-8222	139	39	effectively	effectively	ADV
spir-8222	139	40	limiting	limit	VERB
spir-8222	139	41	independence	independence	NOUN
spir-8222	139	42	by	by	ADP
spir-8222	139	43	excluding	exclude	VERB
spir-8222	139	44	what	what	PRON
spir-8222	139	45	are	be	AUX
spir-8222	139	46	determined	determined	ADJ
spir-8222	139	47	to	to	PART
spir-8222	139	48	be	be	AUX
spir-8222	139	49	irrelevant	irrelevant	ADJ
spir-8222	139	50	networks	network	NOUN
spir-8222	139	51	and	and	CCONJ
spir-8222	139	52	their	their	PRON
spir-8222	139	53	associated	associated	ADJ
spir-8222	139	54	hubs	hub	NOUN
spir-8222	139	55	.	.	PUNCT
spir-8222	140	1	similarly	similarly	ADV
spir-8222	140	2	,	,	PUNCT
spir-8222	140	3	personalized	personalized	ADJ
spir-8222	140	4	search	search	NOUN
spir-8222	140	5	could	could	AUX
spir-8222	140	6	give	give	VERB
spir-8222	140	7	too	too	ADV
spir-8222	140	8	much	much	ADJ
spir-8222	140	9	prominence	prominence	NOUN
spir-8222	140	10	to	to	ADP
spir-8222	140	11	individual	individual	ADJ
spir-8222	140	12	interpretations	interpretation	NOUN
spir-8222	140	13	of	of	ADP
spir-8222	140	14	facts	fact	NOUN
spir-8222	140	15	,	,	PUNCT
spir-8222	140	16	thus	thus	ADV
spir-8222	140	17	not	not	PART
spir-8222	140	18	allowing	allow	VERB
spir-8222	140	19	for	for	ADP
spir-8222	140	20	enough	enough	ADJ
spir-8222	140	21	outside	outside	ADJ
spir-8222	140	22	opinion	opinion	NOUN
spir-8222	140	23	to	to	ADP
spir-8222	140	24	temper	temper	NOUN
spir-8222	140	25	individual	individual	ADJ
spir-8222	140	26	results	result	NOUN
spir-8222	140	27	.	.	PUNCT
spir-8222	141	1	12	12	NUM
spir-8222	141	2	these	these	DET
spir-8222	141	3	conclusions	conclusion	NOUN
spir-8222	141	4	do	do	AUX
spir-8222	141	5	not	not	PART
spir-8222	141	6	necessarily	necessarily	ADV
spir-8222	141	7	argue	argue	VERB
spir-8222	141	8	against	against	ADP
spir-8222	141	9	the	the	DET
spir-8222	141	10	use	use	NOUN
spir-8222	141	11	of	of	ADP
spir-8222	141	12	pagerank	pagerank	NOUN
spir-8222	141	13	.	.	PUNCT
spir-8222	142	1	indeed	indeed	ADV
spir-8222	142	2	,	,	PUNCT
spir-8222	142	3	one	one	NUM
spir-8222	142	4	of	of	ADP
spir-8222	142	5	the	the	DET
spir-8222	142	6	benefits	benefit	NOUN
spir-8222	142	7	of	of	ADP
spir-8222	142	8	an	an	DET
spir-8222	142	9	algorithm	algorithm	NOUN
spir-8222	142	10	like	like	ADP
spir-8222	142	11	pagerank	pagerank	NOUN
spir-8222	142	12	is	be	AUX
spir-8222	142	13	that	that	SCONJ
spir-8222	142	14	it	it	PRON
spir-8222	142	15	identifies	identify	VERB
spir-8222	142	16	web	web	NOUN
spir-8222	142	17	structure	structure	NOUN
spir-8222	142	18	.	.	PUNCT
spir-8222	143	1	barabási	barabási	NOUN
spir-8222	143	2	(	(	PUNCT
spir-8222	143	3	2002	2002	NUM
spir-8222	143	4	)	)	PUNCT
spir-8222	143	5	notes	note	VERB
spir-8222	143	6	that	that	SCONJ
spir-8222	143	7	,	,	PUNCT
spir-8222	143	8	because	because	SCONJ
spir-8222	143	9	of	of	ADP
spir-8222	143	10	the	the	DET
spir-8222	143	11	density	density	NOUN
spir-8222	143	12	of	of	ADP
spir-8222	143	13	links	link	NOUN
spir-8222	143	14	on	on	ADP
spir-8222	143	15	the	the	DET
spir-8222	143	16	web	web	NOUN
spir-8222	143	17	and	and	CCONJ
spir-8222	143	18	its	its	PRON
spir-8222	143	19	small	small	ADJ
spir-8222	143	20	world	world	NOUN
spir-8222	143	21	properties	property	NOUN
spir-8222	143	22	,	,	PUNCT
spir-8222	143	23	while	while	SCONJ
spir-8222	143	24	any	any	DET
spir-8222	143	25	page	page	NOUN
spir-8222	143	26	is	be	AUX
spir-8222	143	27	theoretically	theoretically	ADV
spir-8222	143	28	within	within	ADP
spir-8222	143	29	nineteen	nineteen	NUM
spir-8222	143	30	clicks	click	NOUN
spir-8222	143	31	of	of	ADP
spir-8222	143	32	any	any	DET
spir-8222	143	33	other	other	ADJ
spir-8222	143	34	page	page	NOUN
spir-8222	143	35	,	,	PUNCT
spir-8222	143	36	the	the	DET
spir-8222	143	37	random	random	ADJ
spir-8222	143	38	surfer	surfer	NOUN
spir-8222	143	39	has	have	VERB
spir-8222	143	40	no	no	DET
spir-8222	143	41	effective	effective	ADJ
spir-8222	143	42	means	mean	NOUN
spir-8222	143	43	of	of	ADP
spir-8222	143	44	determining	determine	VERB
spir-8222	143	45	the	the	DET
spir-8222	143	46	shortest	short	ADJ
spir-8222	143	47	path	path	NOUN
spir-8222	143	48	between	between	ADP
spir-8222	143	49	those	those	DET
spir-8222	143	50	two	two	NUM
spir-8222	143	51	pages	page	NOUN
spir-8222	143	52	(	(	PUNCT
spir-8222	143	53	p.	p.	NOUN
spir-8222	143	54	37	37	NUM
spir-8222	143	55	)	)	PUNCT
spir-8222	143	56	.	.	PUNCT
spir-8222	144	1	however	however	ADV
spir-8222	144	2	,	,	PUNCT
spir-8222	144	3	algorithms	algorithm	NOUN
spir-8222	144	4	like	like	ADP
spir-8222	144	5	pagerank	pagerank	NOUN
spir-8222	144	6	can	can	AUX
spir-8222	144	7	effectively	effectively	ADV
spir-8222	144	8	surf	surf	NOUN
spir-8222	144	9	connections	connection	NOUN
spir-8222	144	10	,	,	PUNCT
spir-8222	144	11	and	and	CCONJ
spir-8222	144	12	,	,	PUNCT
spir-8222	144	13	consequently	consequently	ADV
spir-8222	144	14	,	,	PUNCT
spir-8222	144	15	identify	identify	VERB
spir-8222	144	16	hubs	hub	NOUN
spir-8222	144	17	and	and	CCONJ
spir-8222	144	18	other	other	ADJ
spir-8222	144	19	major	major	ADJ
spir-8222	144	20	features	feature	NOUN
spir-8222	144	21	of	of	ADP
spir-8222	144	22	the	the	DET
spir-8222	144	23	web	web	NOUN
spir-8222	144	24	(	(	PUNCT
spir-8222	144	25	p.	p.	NOUN
spir-8222	144	26	38	38	NUM
spir-8222	144	27	)	)	PUNCT
spir-8222	144	28	.	.	PUNCT
spir-8222	145	1	yet	yet	ADV
spir-8222	145	2	,	,	PUNCT
spir-8222	145	3	pagerank	pagerank	NOUN
spir-8222	145	4	does	do	AUX
spir-8222	145	5	not	not	PART
spir-8222	145	6	represent	represent	VERB
spir-8222	145	7	a	a	DET
spir-8222	145	8	model	model	NOUN
spir-8222	145	9	of	of	ADP
spir-8222	145	10	the	the	DET
spir-8222	145	11	random	random	ADJ
spir-8222	145	12	surfer	surfer	NOUN
spir-8222	145	13	because	because	SCONJ
spir-8222	145	14	it	it	PRON
spir-8222	145	15	does	do	AUX
spir-8222	145	16	not	not	PART
spir-8222	145	17	provide	provide	VERB
spir-8222	145	18	searchers	searcher	NOUN
spir-8222	145	19	with	with	ADP
spir-8222	145	20	the	the	DET
spir-8222	145	21	shortest	short	ADJ
spir-8222	145	22	distance	distance	NOUN
spir-8222	145	23	between	between	ADP
spir-8222	145	24	two	two	NUM
spir-8222	145	25	pages	page	NOUN
spir-8222	145	26	.	.	PUNCT
spir-8222	146	1	rather	rather	ADV
spir-8222	146	2	,	,	PUNCT
spir-8222	146	3	it	it	PRON
spir-8222	146	4	reformats	reformat	VERB
spir-8222	146	5	the	the	DET
spir-8222	146	6	data	datum	NOUN
spir-8222	146	7	it	it	PRON
spir-8222	146	8	indexes	index	VERB
spir-8222	146	9	to	to	PART
spir-8222	146	10	emphasize	emphasize	VERB
spir-8222	146	11	the	the	DET
spir-8222	146	12	hub	hub	NOUN
spir-8222	146	13	structure	structure	NOUN
spir-8222	146	14	of	of	ADP
spir-8222	146	15	the	the	DET
spir-8222	146	16	web	web	NOUN
spir-8222	146	17	that	that	PRON
spir-8222	146	18	it	it	PRON
spir-8222	146	19	has	have	AUX
spir-8222	146	20	defined	define	VERB
spir-8222	146	21	using	use	VERB
spir-8222	146	22	the	the	DET
spir-8222	146	23	link	link	NOUN
spir-8222	146	24	information	information	NOUN
spir-8222	146	25	it	it	PRON
spir-8222	146	26	collects	collect	VERB
spir-8222	146	27	.	.	PUNCT
spir-8222	147	1	one	one	NUM
spir-8222	147	2	result	result	NOUN
spir-8222	147	3	of	of	ADP
spir-8222	147	4	identifying	identify	VERB
spir-8222	147	5	this	this	DET
spir-8222	147	6	hub	hub	NOUN
spir-8222	147	7	structure	structure	NOUN
spir-8222	147	8	is	be	AUX
spir-8222	147	9	to	to	PART
spir-8222	147	10	make	make	VERB
spir-8222	147	11	those	those	DET
spir-8222	147	12	pages	page	NOUN
spir-8222	147	13	more	more	ADV
spir-8222	147	14	visible	visible	ADJ
spir-8222	147	15	for	for	ADP
spir-8222	147	16	users	user	NOUN
spir-8222	147	17	,	,	PUNCT
spir-8222	147	18	thus	thus	ADV
spir-8222	147	19	intensifying	intensify	VERB
spir-8222	147	20	the	the	DET
spir-8222	147	21	effect	effect	NOUN
spir-8222	147	22	of	of	ADP
spir-8222	147	23	preferential	preferential	ADJ
spir-8222	147	24	attachment	attachment	NOUN
spir-8222	147	25	on	on	ADP
spir-8222	147	26	those	those	DET
spir-8222	147	27	pages	page	NOUN
spir-8222	147	28	.	.	PUNCT
spir-8222	148	1	for	for	ADP
spir-8222	148	2	this	this	DET
spir-8222	148	3	reason	reason	NOUN
spir-8222	148	4	,	,	PUNCT
spir-8222	148	5	to	to	ADP
spir-8222	148	6	the	the	DET
spir-8222	148	7	extent	extent	NOUN
spir-8222	148	8	that	that	SCONJ
spir-8222	148	9	pagerank	pagerank	NOUN
spir-8222	148	10	influences	influence	VERB
spir-8222	148	11	search	search	NOUN
spir-8222	148	12	results	result	NOUN
spir-8222	148	13	,	,	PUNCT
spir-8222	148	14	it	it	PRON
spir-8222	148	15	does	do	AUX
spir-8222	148	16	not	not	PART
spir-8222	148	17	allow	allow	VERB
spir-8222	148	18	for	for	ADP
spir-8222	148	19	true	true	ADJ
spir-8222	148	20	independence	independence	NOUN
spir-8222	148	21	in	in	ADP
spir-8222	148	22	the	the	DET
spir-8222	148	23	establishment	establishment	NOUN
spir-8222	148	24	of	of	ADP
spir-8222	148	25	hubs	hub	NOUN
spir-8222	148	26	.	.	PUNCT
spir-8222	149	1	drawing	draw	VERB
spir-8222	149	2	attention	attention	NOUN
spir-8222	149	3	to	to	ADP
spir-8222	149	4	a	a	DET
spir-8222	149	5	page	page	NOUN
spir-8222	149	6	as	as	ADP
spir-8222	149	7	a	a	DET
spir-8222	149	8	potential	potential	ADJ
spir-8222	149	9	hub	hub	NOUN
spir-8222	149	10	increases	increase	VERB
spir-8222	149	11	the	the	DET
spir-8222	149	12	likelihood	likelihood	NOUN
spir-8222	149	13	that	that	SCONJ
spir-8222	149	14	it	it	PRON
spir-8222	149	15	will	will	AUX
spir-8222	149	16	draw	draw	VERB
spir-8222	149	17	more	more	ADJ
spir-8222	149	18	links	link	NOUN
spir-8222	149	19	,	,	PUNCT
spir-8222	149	20	thus	thus	ADV
spir-8222	149	21	giving	give	VERB
spir-8222	149	22	it	it	PRON
spir-8222	149	23	more	more	ADJ
spir-8222	149	24	attention	attention	NOUN
spir-8222	149	25	,	,	PUNCT
spir-8222	149	26	thus	thus	ADV
spir-8222	149	27	drawing	draw	VERB
spir-8222	149	28	more	more	ADJ
spir-8222	149	29	links	link	NOUN
spir-8222	149	30	,	,	PUNCT
spir-8222	149	31	and	and	CCONJ
spir-8222	149	32	so	so	ADV
spir-8222	149	33	on	on	ADV
spir-8222	149	34	.	.	PUNCT
spir-8222	150	1	for	for	ADP
spir-8222	150	2	these	these	DET
spir-8222	150	3	reasons	reason	NOUN
spir-8222	150	4	—	—	PUNCT
spir-8222	150	5	pagerank	pagerank	NOUN
spir-8222	150	6	places	place	NOUN
spir-8222	150	7	particular	particular	ADJ
spir-8222	150	8	,	,	PUNCT
spir-8222	150	9	although	although	SCONJ
spir-8222	150	10	not	not	PART
spir-8222	150	11	absolute	absolute	ADJ
spir-8222	150	12	,	,	PUNCT
spir-8222	150	13	restrictions	restriction	NOUN
spir-8222	150	14	on	on	ADP
spir-8222	150	15	the	the	DET
spir-8222	150	16	diversity	diversity	NOUN
spir-8222	150	17	of	of	ADP
spir-8222	150	18	opinion	opinion	NOUN
spir-8222	150	19	and	and	CCONJ
spir-8222	150	20	independence	independence	NOUN
spir-8222	150	21	of	of	ADP
spir-8222	150	22	its	its	PRON
spir-8222	150	23	results	result	NOUN
spir-8222	150	24	—	—	PUNCT
spir-8222	150	25	the	the	DET
spir-8222	150	26	algorithm	algorithm	NOUN
spir-8222	150	27	constrains	constrain	VERB
spir-8222	150	28	the	the	DET
spir-8222	150	29	role	role	NOUN
spir-8222	150	30	of	of	ADP
spir-8222	150	31	the	the	DET
spir-8222	150	32	user	user	NOUN
spir-8222	150	33	in	in	ADP
spir-8222	150	34	creating	create	VERB
spir-8222	150	35	the	the	DET
spir-8222	150	36	knowledge	knowledge	NOUN
spir-8222	150	37	that	that	PRON
spir-8222	150	38	informs	inform	VERB
spir-8222	150	39	its	its	PRON
spir-8222	150	40	definitions	definition	NOUN
spir-8222	150	41	of	of	ADP
spir-8222	150	42	quality	quality	NOUN
spir-8222	150	43	.	.	PUNCT
spir-8222	151	1	within	within	ADP
spir-8222	151	2	the	the	DET
spir-8222	151	3	actor	actor	NOUN
spir-8222	151	4	-	-	PUNCT
spir-8222	151	5	network	network	NOUN
spir-8222	151	6	,	,	PUNCT
spir-8222	151	7	prominence	prominence	NOUN
spir-8222	151	8	is	be	AUX
spir-8222	151	9	given	give	VERB
spir-8222	151	10	to	to	ADP
spir-8222	151	11	the	the	DET
spir-8222	151	12	technical	technical	ADJ
spir-8222	151	13	features	feature	NOUN
spir-8222	151	14	of	of	ADP
spir-8222	151	15	the	the	DET
spir-8222	151	16	network	network	NOUN
spir-8222	151	17	—	—	PUNCT
spir-8222	151	18	the	the	DET
spir-8222	151	19	hubs	hub	NOUN
spir-8222	151	20	—	—	PUNCT
spir-8222	151	21	while	while	SCONJ
spir-8222	151	22	the	the	DET
spir-8222	151	23	choices	choice	NOUN
spir-8222	151	24	of	of	ADP
spir-8222	151	25	users	user	NOUN
spir-8222	151	26	are	be	AUX
spir-8222	151	27	constrained	constrain	VERB
spir-8222	151	28	by	by	ADP
spir-8222	151	29	that	that	DET
spir-8222	151	30	network	network	NOUN
spir-8222	151	31	and	and	CCONJ
spir-8222	151	32	network	network	NOUN
spir-8222	151	33	effects	effect	NOUN
spir-8222	151	34	.	.	PUNCT
spir-8222	152	1	algorithms	algorithm	NOUN
spir-8222	152	2	,	,	PUNCT
spir-8222	152	3	"	"	PUNCT
spir-8222	152	4	programming	programming	NOUN
spir-8222	152	5	"	"	PUNCT
spir-8222	152	6	and	and	CCONJ
spir-8222	152	7	"	"	PUNCT
spir-8222	152	8	switching	switching	NOUN
spir-8222	152	9	,	,	PUNCT
spir-8222	152	10	"	"	PUNCT
spir-8222	152	11	and	and	CCONJ
spir-8222	152	12	networked	network	VERB
spir-8222	152	13	search	search	NOUN
spir-8222	152	14	so	so	ADV
spir-8222	152	15	far	far	ADV
spir-8222	152	16	i	i	PRON
spir-8222	152	17	have	have	AUX
spir-8222	152	18	discussed	discuss	VERB
spir-8222	152	19	the	the	DET
spir-8222	152	20	effects	effect	NOUN
spir-8222	152	21	of	of	ADP
spir-8222	152	22	pagerank	pagerank	NOUN
spir-8222	152	23	on	on	ADP
spir-8222	152	24	the	the	DET
spir-8222	152	25	creation	creation	NOUN
spir-8222	152	26	and	and	CCONJ
spir-8222	152	27	growth	growth	NOUN
spir-8222	152	28	of	of	ADP
spir-8222	152	29	networks	network	NOUN
spir-8222	152	30	of	of	ADP
spir-8222	152	31	information	information	NOUN
spir-8222	152	32	.	.	PUNCT
spir-8222	153	1	the	the	DET
spir-8222	153	2	question	question	NOUN
spir-8222	153	3	that	that	PRON
spir-8222	153	4	remains	remain	VERB
spir-8222	153	5	,	,	PUNCT
spir-8222	153	6	is	be	AUX
spir-8222	153	7	:	:	PUNCT
spir-8222	153	8	how	how	SCONJ
spir-8222	153	9	do	do	AUX
spir-8222	153	10	these	these	DET
spir-8222	153	11	effects	effect	NOUN
spir-8222	153	12	influence	influence	VERB
spir-8222	153	13	the	the	DET
spir-8222	153	14	information	information	NOUN
spir-8222	153	15	-	-	PUNCT
spir-8222	153	16	seeking	seek	VERB
spir-8222	153	17	activities	activity	NOUN
spir-8222	153	18	of	of	ADP
spir-8222	153	19	google	google	NOUN
spir-8222	153	20	's	's	PART
spir-8222	153	21	users	user	NOUN
spir-8222	153	22	?	?	PUNCT
spir-8222	154	1	this	this	PRON
spir-8222	154	2	is	be	AUX
spir-8222	154	3	a	a	DET
spir-8222	154	4	relevant	relevant	ADJ
spir-8222	154	5	line	line	NOUN
spir-8222	154	6	of	of	ADP
spir-8222	154	7	inquiry	inquiry	NOUN
spir-8222	154	8	,	,	PUNCT
spir-8222	154	9	for	for	SCONJ
spir-8222	154	10	as	as	SCONJ
spir-8222	154	11	search	search	NOUN
spir-8222	154	12	has	have	AUX
spir-8222	154	13	become	become	VERB
spir-8222	154	14	the	the	DET
spir-8222	154	15	dominant	dominant	ADJ
spir-8222	154	16	interface	interface	NOUN
spir-8222	154	17	for	for	ADP
spir-8222	154	18	information	information	NOUN
spir-8222	154	19	seeking	seek	VERB
spir-8222	154	20	in	in	ADP
spir-8222	154	21	a	a	DET
spir-8222	154	22	digital	digital	ADJ
spir-8222	154	23	society	society	NOUN
spir-8222	154	24	,	,	PUNCT
spir-8222	154	25	"	"	PUNCT
spir-8222	154	26	permeating	permeate	VERB
spir-8222	154	27	our	our	PRON
spir-8222	154	28	social	social	ADJ
spir-8222	154	29	lives	life	NOUN
spir-8222	154	30	"	"	PUNCT
spir-8222	154	31	as	as	ADP
spir-8222	154	32	halavais	halavais	NOUN
spir-8222	154	33	(	(	PUNCT
spir-8222	154	34	2009	2009	NUM
spir-8222	154	35	,	,	PUNCT
spir-8222	154	36	p.	p.	NOUN
spir-8222	154	37	31	31	NUM
spir-8222	154	38	)	)	PUNCT
spir-8222	154	39	puts	put	VERB
spir-8222	154	40	it	it	PRON
spir-8222	154	41	,	,	PUNCT
spir-8222	154	42	a	a	DET
spir-8222	154	43	common	common	ADJ
spir-8222	154	44	argument	argument	NOUN
spir-8222	154	45	has	have	AUX
spir-8222	154	46	been	be	AUX
spir-8222	154	47	that	that	SCONJ
spir-8222	154	48	search	search	NOUN
spir-8222	154	49	skills	skill	NOUN
spir-8222	154	50	are	be	AUX
spir-8222	154	51	an	an	DET
spir-8222	154	52	essential	essential	ADJ
spir-8222	154	53	emerging	emerge	VERB
spir-8222	154	54	literacy	literacy	NOUN
spir-8222	154	55	.	.	PUNCT
spir-8222	155	1	halavais	halavais	PROPN
spir-8222	155	2	(	(	PUNCT
spir-8222	155	3	2009	2009	NUM
spir-8222	155	4	)	)	PUNCT
spir-8222	155	5	identifies	identify	VERB
spir-8222	155	6	the	the	DET
spir-8222	155	7	focus	focus	NOUN
spir-8222	155	8	of	of	ADP
spir-8222	155	9	many	many	ADJ
spir-8222	155	10	search	search	NOUN
spir-8222	155	11	literacy	literacy	NOUN
spir-8222	155	12	efforts	effort	NOUN
spir-8222	155	13	as	as	ADP
spir-8222	155	14	being	be	AUX
spir-8222	155	15	on	on	ADP
spir-8222	155	16	the	the	DET
spir-8222	155	17	role	role	NOUN
spir-8222	155	18	of	of	ADP
spir-8222	155	19	query	query	NOUN
spir-8222	155	20	formation	formation	NOUN
spir-8222	155	21	on	on	ADP
spir-8222	155	22	the	the	DET
spir-8222	155	23	part	part	NOUN
spir-8222	155	24	of	of	ADP
spir-8222	155	25	users	user	NOUN
spir-8222	155	26	and	and	CCONJ
spir-8222	155	27	the	the	DET
spir-8222	155	28	continual	continual	ADJ
spir-8222	155	29	refinement	refinement	NOUN
spir-8222	155	30	of	of	ADP
spir-8222	155	31	those	those	DET
spir-8222	155	32	search	search	NOUN
spir-8222	155	33	queries	query	NOUN
spir-8222	155	34	so	so	SCONJ
spir-8222	155	35	as	as	ADP
spir-8222	155	36	13	13	NUM
spir-8222	155	37	to	to	PART
spir-8222	155	38	close	close	VERB
spir-8222	155	39	in	in	ADP
spir-8222	155	40	on	on	ADP
spir-8222	155	41	the	the	DET
spir-8222	155	42	object	object	NOUN
spir-8222	155	43	of	of	ADP
spir-8222	155	44	the	the	DET
spir-8222	155	45	search	search	NOUN
spir-8222	155	46	(	(	PUNCT
spir-8222	155	47	p.	p.	NOUN
spir-8222	155	48	34	34	NUM
spir-8222	155	49	)	)	PUNCT
spir-8222	155	50	.	.	PUNCT
spir-8222	156	1	understanding	understand	VERB
spir-8222	156	2	how	how	SCONJ
spir-8222	156	3	to	to	PART
spir-8222	156	4	successfully	successfully	ADV
spir-8222	156	5	query	query	VERB
spir-8222	156	6	a	a	DET
spir-8222	156	7	search	search	NOUN
spir-8222	156	8	engine	engine	NOUN
spir-8222	156	9	is	be	AUX
spir-8222	156	10	an	an	DET
spir-8222	156	11	important	important	ADJ
spir-8222	156	12	part	part	NOUN
spir-8222	156	13	of	of	ADP
spir-8222	156	14	being	be	AUX
spir-8222	156	15	able	able	ADJ
spir-8222	156	16	to	to	PART
spir-8222	156	17	craft	craft	VERB
spir-8222	156	18	effective	effective	ADJ
spir-8222	156	19	searches	search	NOUN
spir-8222	156	20	,	,	PUNCT
spir-8222	156	21	but	but	CCONJ
spir-8222	156	22	,	,	PUNCT
spir-8222	156	23	as	as	SCONJ
spir-8222	156	24	i	i	PRON
spir-8222	156	25	have	have	AUX
spir-8222	156	26	argued	argue	VERB
spir-8222	156	27	,	,	PUNCT
spir-8222	156	28	the	the	DET
spir-8222	156	29	unique	unique	ADJ
spir-8222	156	30	network	network	NOUN
spir-8222	156	31	effects	effect	NOUN
spir-8222	156	32	of	of	ADP
spir-8222	156	33	pagerank	pagerank	NOUN
spir-8222	156	34	suggest	suggest	VERB
spir-8222	156	35	that	that	SCONJ
spir-8222	156	36	the	the	DET
spir-8222	156	37	role	role	NOUN
spir-8222	156	38	of	of	ADP
spir-8222	156	39	networks	network	NOUN
spir-8222	156	40	and	and	CCONJ
spir-8222	156	41	their	their	PRON
spir-8222	156	42	structure	structure	NOUN
spir-8222	156	43	must	must	AUX
spir-8222	156	44	be	be	AUX
spir-8222	156	45	taken	take	VERB
spir-8222	156	46	into	into	ADP
spir-8222	156	47	account	account	NOUN
spir-8222	156	48	as	as	ADP
spir-8222	156	49	part	part	NOUN
spir-8222	156	50	of	of	ADP
spir-8222	156	51	the	the	DET
spir-8222	156	52	search	search	NOUN
spir-8222	156	53	process	process	NOUN
spir-8222	156	54	.	.	PUNCT
spir-8222	157	1	that	that	PRON
spir-8222	157	2	is	be	AUX
spir-8222	157	3	,	,	PUNCT
spir-8222	157	4	in	in	ADP
spir-8222	157	5	combination	combination	NOUN
spir-8222	157	6	with	with	ADP
spir-8222	157	7	choosing	choose	VERB
spir-8222	157	8	the	the	DET
spir-8222	157	9	correct	correct	ADJ
spir-8222	157	10	query	query	NOUN
spir-8222	157	11	,	,	PUNCT
spir-8222	157	12	it	it	PRON
spir-8222	157	13	is	be	AUX
spir-8222	157	14	important	important	ADJ
spir-8222	157	15	to	to	PART
spir-8222	157	16	choose	choose	VERB
spir-8222	157	17	the	the	DET
spir-8222	157	18	correct	correct	ADJ
spir-8222	157	19	network	network	NOUN
spir-8222	157	20	or	or	CCONJ
spir-8222	157	21	networks	network	NOUN
spir-8222	157	22	to	to	PART
spir-8222	157	23	search	search	VERB
spir-8222	157	24	and	and	CCONJ
spir-8222	157	25	—	—	PUNCT
spir-8222	157	26	when	when	SCONJ
spir-8222	157	27	possible	possible	ADJ
spir-8222	157	28	—	—	PUNCT
spir-8222	157	29	to	to	PART
spir-8222	157	30	understand	understand	VERB
spir-8222	157	31	the	the	DET
spir-8222	157	32	structure	structure	NOUN
spir-8222	157	33	of	of	ADP
spir-8222	157	34	those	those	DET
spir-8222	157	35	networks	network	NOUN
spir-8222	157	36	.	.	PUNCT
spir-8222	158	1	while	while	SCONJ
spir-8222	158	2	jenkins	jenkins	PROPN
spir-8222	158	3	,	,	PUNCT
spir-8222	158	4	clinton	clinton	PROPN
spir-8222	158	5	,	,	PUNCT
spir-8222	158	6	purushotma	purushotma	NOUN
spir-8222	158	7	,	,	PUNCT
spir-8222	158	8	robison	robison	PROPN
spir-8222	158	9	,	,	PUNCT
spir-8222	158	10	and	and	CCONJ
spir-8222	158	11	weigel	weigel	X
spir-8222	158	12	(	(	PUNCT
spir-8222	158	13	2006	2006	NUM
spir-8222	158	14	)	)	PUNCT
spir-8222	158	15	do	do	AUX
spir-8222	158	16	not	not	PART
spir-8222	158	17	specifically	specifically	ADV
spir-8222	158	18	identify	identify	VERB
spir-8222	158	19	search	search	NOUN
spir-8222	158	20	literacy	literacy	NOUN
spir-8222	158	21	in	in	ADP
spir-8222	158	22	their	their	PRON
spir-8222	158	23	list	list	NOUN
spir-8222	158	24	of	of	ADP
spir-8222	158	25	the	the	DET
spir-8222	158	26	core	core	NOUN
spir-8222	158	27	skills	skill	NOUN
spir-8222	158	28	of	of	ADP
spir-8222	158	29	twenty	twenty	NUM
spir-8222	158	30	-	-	PUNCT
spir-8222	158	31	first	first	ADJ
spir-8222	158	32	century	century	NOUN
spir-8222	158	33	media	medium	NOUN
spir-8222	158	34	education	education	NOUN
spir-8222	158	35	,	,	PUNCT
spir-8222	158	36	search	search	NOUN
spir-8222	158	37	nevertheless	nevertheless	ADV
spir-8222	158	38	underlies	underlie	VERB
spir-8222	158	39	many	many	ADJ
spir-8222	158	40	of	of	ADP
spir-8222	158	41	the	the	DET
spir-8222	158	42	skills	skill	NOUN
spir-8222	158	43	they	they	PRON
spir-8222	158	44	do	do	AUX
spir-8222	158	45	identify	identify	VERB
spir-8222	158	46	,	,	PUNCT
spir-8222	158	47	particularly	particularly	ADV
spir-8222	158	48	"	"	PUNCT
spir-8222	158	49	networking	networking	NOUN
spir-8222	158	50	,	,	PUNCT
spir-8222	158	51	"	"	PUNCT
spir-8222	158	52	which	which	PRON
spir-8222	158	53	the	the	DET
spir-8222	158	54	authors	author	NOUN
spir-8222	158	55	describe	describe	VERB
spir-8222	158	56	as	as	ADP
spir-8222	158	57	"	"	PUNCT
spir-8222	158	58	the	the	DET
spir-8222	158	59	ability	ability	NOUN
spir-8222	158	60	to	to	PART
spir-8222	158	61	search	search	VERB
spir-8222	158	62	for	for	ADP
spir-8222	158	63	,	,	PUNCT
spir-8222	158	64	synthesize	synthesize	VERB
spir-8222	158	65	,	,	PUNCT
spir-8222	158	66	and	and	CCONJ
spir-8222	158	67	disseminate	disseminate	VERB
spir-8222	158	68	information	information	NOUN
spir-8222	158	69	"	"	PUNCT
spir-8222	158	70	(	(	PUNCT
spir-8222	158	71	p.	p.	NOUN
spir-8222	158	72	4	4	NUM
spir-8222	158	73	)	)	PUNCT
spir-8222	158	74	.	.	PUNCT
spir-8222	159	1	in	in	ADP
spir-8222	159	2	this	this	DET
spir-8222	159	3	concluding	concluding	NOUN
spir-8222	159	4	section	section	NOUN
spir-8222	159	5	,	,	PUNCT
spir-8222	159	6	i	i	PRON
spir-8222	159	7	will	will	AUX
spir-8222	159	8	suggest	suggest	VERB
spir-8222	159	9	that	that	SCONJ
spir-8222	159	10	we	we	PRON
spir-8222	159	11	need	need	VERB
spir-8222	159	12	to	to	PART
spir-8222	159	13	think	think	VERB
spir-8222	159	14	of	of	ADP
spir-8222	159	15	user	user	NOUN
spir-8222	159	16	interactions	interaction	NOUN
spir-8222	159	17	with	with	ADP
spir-8222	159	18	search	search	NOUN
spir-8222	159	19	not	not	PART
spir-8222	159	20	simply	simply	ADV
spir-8222	159	21	as	as	ADP
spir-8222	159	22	interactions	interaction	NOUN
spir-8222	159	23	with	with	ADP
spir-8222	159	24	an	an	DET
spir-8222	159	25	interface	interface	NOUN
spir-8222	159	26	or	or	CCONJ
spir-8222	159	27	with	with	ADP
spir-8222	159	28	search	search	NOUN
spir-8222	159	29	queries	query	NOUN
spir-8222	159	30	,	,	PUNCT
spir-8222	159	31	but	but	CCONJ
spir-8222	159	32	as	as	ADP
spir-8222	159	33	interactions	interaction	NOUN
spir-8222	159	34	with	with	ADP
spir-8222	159	35	networks	network	NOUN
spir-8222	159	36	.	.	PUNCT
spir-8222	160	1	to	to	ADP
spir-8222	160	2	that	that	DET
spir-8222	160	3	end	end	NOUN
spir-8222	160	4	,	,	PUNCT
spir-8222	160	5	i	i	PRON
spir-8222	160	6	address	address	VERB
spir-8222	160	7	the	the	DET
spir-8222	160	8	effects	effect	NOUN
spir-8222	160	9	of	of	ADP
spir-8222	160	10	pagerank	pagerank	NOUN
spir-8222	160	11	in	in	ADP
spir-8222	160	12	terms	term	NOUN
spir-8222	160	13	of	of	ADP
spir-8222	160	14	castells	castell	NOUN
spir-8222	160	15	's	's	PART
spir-8222	160	16	(	(	PUNCT
spir-8222	160	17	2009	2009	NUM
spir-8222	160	18	)	)	PUNCT
spir-8222	160	19	"	"	PUNCT
spir-8222	160	20	programming	programming	NOUN
spir-8222	160	21	"	"	PUNCT
spir-8222	160	22	and	and	CCONJ
spir-8222	160	23	"	"	PUNCT
spir-8222	160	24	switching	switching	NOUN
spir-8222	160	25	"	"	PUNCT
spir-8222	160	26	(	(	PUNCT
spir-8222	160	27	p.	p.	NOUN
spir-8222	160	28	45	45	NUM
spir-8222	160	29	)	)	PUNCT
spir-8222	160	30	,	,	PUNCT
spir-8222	160	31	describing	describe	VERB
spir-8222	160	32	how	how	SCONJ
spir-8222	160	33	the	the	DET
spir-8222	160	34	network	network	NOUN
spir-8222	160	35	-	-	PUNCT
spir-8222	160	36	creating	create	VERB
spir-8222	160	37	features	feature	NOUN
spir-8222	160	38	of	of	ADP
spir-8222	160	39	pagerank	pagerank	NOUN
spir-8222	160	40	can	can	AUX
spir-8222	160	41	influence	influence	VERB
spir-8222	160	42	search	search	NOUN
spir-8222	160	43	results	result	NOUN
spir-8222	160	44	and	and	CCONJ
spir-8222	160	45	how	how	SCONJ
spir-8222	160	46	users	user	NOUN
spir-8222	160	47	can	can	AUX
spir-8222	160	48	respond	respond	VERB
spir-8222	160	49	to	to	ADP
spir-8222	160	50	this	this	DET
spir-8222	160	51	influence	influence	NOUN
spir-8222	160	52	in	in	ADP
spir-8222	160	53	order	order	NOUN
spir-8222	160	54	to	to	PART
spir-8222	160	55	be	be	AUX
spir-8222	160	56	more	more	ADV
spir-8222	160	57	informed	informed	ADJ
spir-8222	160	58	and	and	CCONJ
spir-8222	160	59	effective	effective	ADJ
spir-8222	160	60	information	information	NOUN
spir-8222	160	61	-	-	PUNCT
spir-8222	160	62	seekers	seeker	NOUN
spir-8222	160	63	.	.	PUNCT
spir-8222	161	1	before	before	ADP
spir-8222	161	2	addressing	address	VERB
spir-8222	161	3	how	how	SCONJ
spir-8222	161	4	users	user	NOUN
spir-8222	161	5	are	be	AUX
spir-8222	161	6	affected	affect	VERB
spir-8222	161	7	by	by	ADP
spir-8222	161	8	the	the	DET
spir-8222	161	9	network	network	NOUN
spir-8222	161	10	features	feature	NOUN
spir-8222	161	11	of	of	ADP
spir-8222	161	12	search	search	NOUN
spir-8222	161	13	,	,	PUNCT
spir-8222	161	14	i	i	PRON
spir-8222	161	15	will	will	AUX
spir-8222	161	16	briefly	briefly	ADV
spir-8222	161	17	describe	describe	VERB
spir-8222	161	18	some	some	DET
spir-8222	161	19	challenges	challenge	NOUN
spir-8222	161	20	facing	face	VERB
spir-8222	161	21	researchers	researcher	NOUN
spir-8222	161	22	interested	interested	ADJ
spir-8222	161	23	in	in	ADP
spir-8222	161	24	search	search	NOUN
spir-8222	161	25	procedures	procedure	NOUN
spir-8222	161	26	,	,	PUNCT
spir-8222	161	27	describe	describe	VERB
spir-8222	161	28	how	how	SCONJ
spir-8222	161	29	what	what	PRON
spir-8222	161	30	we	we	PRON
spir-8222	161	31	know	know	VERB
spir-8222	161	32	about	about	ADP
spir-8222	161	33	google	google	PROPN
spir-8222	161	34	searches	search	NOUN
spir-8222	161	35	can	can	AUX
spir-8222	161	36	impact	impact	VERB
spir-8222	161	37	users	user	NOUN
spir-8222	161	38	in	in	ADP
spir-8222	161	39	light	light	NOUN
spir-8222	161	40	of	of	ADP
spir-8222	161	41	the	the	DET
spir-8222	161	42	analysis	analysis	NOUN
spir-8222	161	43	in	in	ADP
spir-8222	161	44	this	this	DET
spir-8222	161	45	paper	paper	NOUN
spir-8222	161	46	,	,	PUNCT
spir-8222	161	47	then	then	ADV
spir-8222	161	48	,	,	PUNCT
spir-8222	161	49	following	follow	VERB
spir-8222	161	50	jenkins	jenkins	PROPN
spir-8222	161	51	et	et	PROPN
spir-8222	161	52	al	al	PROPN
spir-8222	161	53	.	.	PROPN
spir-8222	161	54	's	's	PART
spir-8222	161	55	(	(	PUNCT
spir-8222	161	56	2006	2006	NUM
spir-8222	161	57	)	)	PUNCT
spir-8222	161	58	description	description	NOUN
spir-8222	161	59	of	of	ADP
spir-8222	161	60	the	the	DET
spir-8222	161	61	role	role	NOUN
spir-8222	161	62	of	of	ADP
spir-8222	161	63	search	search	NOUN
spir-8222	161	64	in	in	ADP
spir-8222	161	65	networking	networking	NOUN
spir-8222	161	66	,	,	PUNCT
spir-8222	161	67	suggest	suggest	VERB
spir-8222	161	68	how	how	SCONJ
spir-8222	161	69	search	search	NOUN
spir-8222	161	70	users	user	NOUN
spir-8222	161	71	can	can	AUX
spir-8222	161	72	increase	increase	VERB
spir-8222	161	73	their	their	PRON
spir-8222	161	74	access	access	NOUN
spir-8222	161	75	to	to	ADP
spir-8222	161	76	information	information	NOUN
spir-8222	161	77	by	by	ADP
spir-8222	161	78	becoming	become	VERB
spir-8222	161	79	effective	effective	ADJ
spir-8222	161	80	"	"	PUNCT
spir-8222	161	81	switchers	switcher	NOUN
spir-8222	161	82	"	"	PUNCT
spir-8222	161	83	(	(	PUNCT
spir-8222	161	84	castells	castell	NOUN
spir-8222	161	85	,	,	PUNCT
spir-8222	161	86	2009	2009	NUM
spir-8222	161	87	,	,	PUNCT
spir-8222	161	88	p.	p.	NOUN
spir-8222	161	89	45	45	NUM
spir-8222	161	90	)	)	PUNCT
spir-8222	161	91	.	.	PUNCT
spir-8222	162	1	pagerank	pagerank	NOUN
spir-8222	162	2	and	and	CCONJ
spir-8222	162	3	creating	create	VERB
spir-8222	162	4	networks	network	NOUN
spir-8222	162	5	through	through	ADP
spir-8222	162	6	search	search	NOUN
spir-8222	162	7	rather	rather	ADV
spir-8222	162	8	than	than	ADP
spir-8222	162	9	simply	simply	ADV
spir-8222	162	10	being	be	AUX
spir-8222	162	11	a	a	DET
spir-8222	162	12	passive	passive	ADJ
spir-8222	162	13	recorder	recorder	NOUN
spir-8222	162	14	of	of	ADP
spir-8222	162	15	the	the	DET
spir-8222	162	16	web	web	NOUN
spir-8222	162	17	,	,	PUNCT
spir-8222	162	18	pagerank	pagerank	NOUN
spir-8222	162	19	makes	make	VERB
spir-8222	162	20	google	google	PROPN
spir-8222	162	21	a	a	DET
spir-8222	162	22	wielder	wielder	NOUN
spir-8222	162	23	of	of	ADP
spir-8222	162	24	a	a	DET
spir-8222	162	25	form	form	NOUN
spir-8222	162	26	of	of	ADP
spir-8222	162	27	power	power	NOUN
spir-8222	162	28	uniquely	uniquely	ADV
spir-8222	162	29	suited	suit	VERB
spir-8222	162	30	to	to	ADP
spir-8222	162	31	networks	network	NOUN
spir-8222	162	32	:	:	PUNCT
spir-8222	162	33	programming	programming	NOUN
spir-8222	162	34	.	.	PUNCT
spir-8222	163	1	castells	castells	PROPN
spir-8222	163	2	(	(	PUNCT
spir-8222	163	3	2009	2009	NUM
spir-8222	163	4	)	)	PUNCT
spir-8222	163	5	argues	argue	VERB
spir-8222	163	6	that	that	SCONJ
spir-8222	163	7	the	the	DET
spir-8222	163	8	primary	primary	ADJ
spir-8222	163	9	means	mean	NOUN
spir-8222	163	10	of	of	ADP
spir-8222	163	11	exercising	exercise	VERB
spir-8222	163	12	power	power	NOUN
spir-8222	163	13	within	within	ADP
spir-8222	163	14	a	a	DET
spir-8222	163	15	network	network	NOUN
spir-8222	163	16	are	be	AUX
spir-8222	163	17	"	"	PUNCT
spir-8222	163	18	programming	programming	NOUN
spir-8222	163	19	"	"	PUNCT
spir-8222	163	20	and	and	CCONJ
spir-8222	163	21	"	"	PUNCT
spir-8222	163	22	switching	switching	NOUN
spir-8222	163	23	"	"	PUNCT
spir-8222	163	24	(	(	PUNCT
spir-8222	163	25	p.	p.	NOUN
spir-8222	163	26	45	45	NUM
spir-8222	163	27	)	)	PUNCT
spir-8222	163	28	,	,	PUNCT
spir-8222	163	29	and	and	CCONJ
spir-8222	163	30	he	he	PRON
spir-8222	163	31	defines	define	VERB
spir-8222	163	32	these	these	DET
spir-8222	163	33	skills	skill	NOUN
spir-8222	163	34	respectively	respectively	ADV
spir-8222	163	35	as	as	ADP
spir-8222	163	36	:	:	PUNCT
spir-8222	163	37	14	14	NUM
spir-8222	163	38	(	(	PUNCT
spir-8222	163	39	1	1	NUM
spir-8222	163	40	)	)	PUNCT
spir-8222	163	41	the	the	DET
spir-8222	163	42	ability	ability	NOUN
spir-8222	163	43	to	to	PART
spir-8222	163	44	constitute	constitute	VERB
spir-8222	163	45	network(s	network(s	ADP
spir-8222	163	46	)	)	PUNCT
spir-8222	163	47	,	,	PUNCT
spir-8222	163	48	and	and	CCONJ
spir-8222	163	49	to	to	PART
spir-8222	163	50	program	program	NOUN
spir-8222	163	51	/	/	SYM
spir-8222	163	52	reprogram	reprogram	NOUN
spir-8222	163	53	the	the	DET
spir-8222	163	54	network(s	network(s	PROPN
spir-8222	163	55	)	)	PUNCT
spir-8222	163	56	in	in	ADP
spir-8222	163	57	terms	term	NOUN
spir-8222	163	58	of	of	ADP
spir-8222	163	59	the	the	DET
spir-8222	163	60	goals	goal	NOUN
spir-8222	163	61	assigned	assign	VERB
spir-8222	163	62	to	to	ADP
spir-8222	163	63	the	the	DET
spir-8222	163	64	network	network	NOUN
spir-8222	163	65	;	;	PUNCT
spir-8222	163	66	and	and	CCONJ
spir-8222	163	67	(	(	PUNCT
spir-8222	163	68	2	2	X
spir-8222	163	69	)	)	PUNCT
spir-8222	163	70	the	the	DET
spir-8222	163	71	ability	ability	NOUN
spir-8222	163	72	to	to	PART
spir-8222	163	73	connect	connect	VERB
spir-8222	163	74	and	and	CCONJ
spir-8222	163	75	ensure	ensure	VERB
spir-8222	163	76	the	the	DET
spir-8222	163	77	cooperation	cooperation	NOUN
spir-8222	163	78	of	of	ADP
spir-8222	163	79	different	different	ADJ
spir-8222	163	80	networks	network	NOUN
spir-8222	163	81	by	by	ADP
spir-8222	163	82	sharing	share	VERB
spir-8222	163	83	common	common	ADJ
spir-8222	163	84	goals	goal	NOUN
spir-8222	163	85	and	and	CCONJ
spir-8222	163	86	combining	combine	VERB
spir-8222	163	87	resources	resource	NOUN
spir-8222	163	88	,	,	PUNCT
spir-8222	163	89	while	while	SCONJ
spir-8222	163	90	fending	fend	VERB
spir-8222	163	91	off	off	ADP
spir-8222	163	92	competition	competition	NOUN
spir-8222	163	93	from	from	ADP
spir-8222	163	94	other	other	ADJ
spir-8222	163	95	networks	network	NOUN
spir-8222	163	96	by	by	ADP
spir-8222	163	97	setting	set	VERB
spir-8222	163	98	up	up	ADP
spir-8222	163	99	strategic	strategic	ADJ
spir-8222	163	100	cooperation	cooperation	NOUN
spir-8222	163	101	.	.	PUNCT
spir-8222	164	1	(	(	PUNCT
spir-8222	164	2	p.	p.	NOUN
spir-8222	164	3	45	45	NUM
spir-8222	164	4	,	,	PUNCT
spir-8222	164	5	original	original	ADJ
spir-8222	164	6	emphasis	emphasis	NOUN
spir-8222	164	7	)	)	PUNCT
spir-8222	164	8	because	because	SCONJ
spir-8222	164	9	of	of	ADP
spir-8222	164	10	pagerank	pagerank	NOUN
spir-8222	164	11	's	's	PART
spir-8222	164	12	role	role	NOUN
spir-8222	164	13	in	in	ADP
spir-8222	164	14	tracing	trace	VERB
spir-8222	164	15	or	or	CCONJ
spir-8222	164	16	"	"	PUNCT
spir-8222	164	17	constituting	constitute	VERB
spir-8222	164	18	"	"	PUNCT
spir-8222	164	19	a	a	DET
spir-8222	164	20	particular	particular	ADJ
spir-8222	164	21	network	network	NOUN
spir-8222	164	22	,	,	PUNCT
spir-8222	164	23	first	first	ADV
spir-8222	164	24	identifying	identify	VERB
spir-8222	164	25	the	the	DET
spir-8222	164	26	hubs	hub	NOUN
spir-8222	164	27	in	in	ADP
spir-8222	164	28	that	that	DET
spir-8222	164	29	network	network	NOUN
spir-8222	164	30	and	and	CCONJ
spir-8222	164	31	then	then	ADV
spir-8222	164	32	reinforcing	reinforce	VERB
spir-8222	164	33	those	those	DET
spir-8222	164	34	hubs	hub	NOUN
spir-8222	164	35	through	through	ADP
spir-8222	164	36	preferential	preferential	ADJ
spir-8222	164	37	attachment	attachment	NOUN
spir-8222	164	38	(	(	PUNCT
spir-8222	164	39	or	or	CCONJ
spir-8222	164	40	undermining	undermine	VERB
spir-8222	164	41	them	they	PRON
spir-8222	164	42	when	when	SCONJ
spir-8222	164	43	it	it	PRON
spir-8222	164	44	appears	appear	VERB
spir-8222	164	45	that	that	SCONJ
spir-8222	164	46	they	they	PRON
spir-8222	164	47	have	have	AUX
spir-8222	164	48	been	be	AUX
spir-8222	164	49	created	create	VERB
spir-8222	164	50	in	in	ADP
spir-8222	164	51	ways	way	NOUN
spir-8222	164	52	that	that	PRON
spir-8222	164	53	violate	violate	VERB
spir-8222	164	54	its	its	PRON
spir-8222	164	55	policies	policy	NOUN
spir-8222	164	56	)	)	PUNCT
spir-8222	164	57	,	,	PUNCT
spir-8222	164	58	google	google	PROPN
spir-8222	164	59	has	have	VERB
spir-8222	164	60	significant	significant	ADJ
spir-8222	164	61	programming	programming	NOUN
spir-8222	164	62	power	power	NOUN
spir-8222	164	63	.	.	PUNCT
spir-8222	165	1	by	by	ADP
spir-8222	165	2	establishing	establish	VERB
spir-8222	165	3	the	the	DET
spir-8222	165	4	goals	goal	NOUN
spir-8222	165	5	of	of	ADP
spir-8222	165	6	the	the	DET
spir-8222	165	7	network	network	NOUN
spir-8222	165	8	it	it	PRON
spir-8222	165	9	wishes	wish	VERB
spir-8222	165	10	to	to	PART
spir-8222	165	11	trace	trace	VERB
spir-8222	165	12	—	—	PUNCT
spir-8222	165	13	one	one	NUM
spir-8222	165	14	where	where	SCONJ
spir-8222	165	15	a	a	DET
spir-8222	165	16	large	large	ADJ
spir-8222	165	17	number	number	NOUN
spir-8222	165	18	of	of	ADP
spir-8222	165	19	inbound	inbound	ADJ
spir-8222	165	20	links	link	NOUN
spir-8222	165	21	,	,	PUNCT
spir-8222	165	22	or	or	CCONJ
spir-8222	165	23	inbound	inbound	ADJ
spir-8222	165	24	links	link	NOUN
spir-8222	165	25	from	from	ADP
spir-8222	165	26	important	important	ADJ
spir-8222	165	27	sites	site	NOUN
spir-8222	165	28	,	,	PUNCT
spir-8222	165	29	equals	equal	VERB
spir-8222	165	30	quality	quality	NOUN
spir-8222	165	31	—	—	PUNCT
spir-8222	165	32	pagerank	pagerank	NOUN
spir-8222	165	33	effectively	effectively	ADV
spir-8222	165	34	programs	program	VERB
spir-8222	165	35	users	user	NOUN
spir-8222	165	36	'	'	PART
spir-8222	165	37	web	web	NOUN
spir-8222	165	38	experience	experience	NOUN
spir-8222	165	39	so	so	SCONJ
spir-8222	165	40	that	that	SCONJ
spir-8222	165	41	it	it	PRON
spir-8222	165	42	privileges	privilege	VERB
spir-8222	165	43	these	these	DET
spir-8222	165	44	features	feature	NOUN
spir-8222	165	45	.	.	PUNCT
spir-8222	166	1	yet	yet	ADV
spir-8222	166	2	,	,	PUNCT
spir-8222	166	3	acknowledging	acknowledge	VERB
spir-8222	166	4	the	the	DET
spir-8222	166	5	role	role	NOUN
spir-8222	166	6	of	of	ADP
spir-8222	166	7	pagerank	pagerank	NOUN
spir-8222	166	8	in	in	ADP
spir-8222	166	9	programming	programming	NOUN
spir-8222	166	10	networks	network	NOUN
spir-8222	166	11	,	,	PUNCT
spir-8222	166	12	it	it	PRON
spir-8222	166	13	is	be	AUX
spir-8222	166	14	necessary	necessary	ADJ
spir-8222	166	15	to	to	PART
spir-8222	166	16	point	point	VERB
spir-8222	166	17	out	out	ADP
spir-8222	166	18	that	that	SCONJ
spir-8222	166	19	while	while	SCONJ
spir-8222	166	20	pagerank	pagerank	NOUN
spir-8222	166	21	is	be	AUX
spir-8222	166	22	a	a	DET
spir-8222	166	23	highly	highly	ADV
spir-8222	166	24	significant	significant	ADJ
spir-8222	166	25	factor	factor	NOUN
spir-8222	166	26	informing	inform	VERB
spir-8222	166	27	google	google	PROPN
spir-8222	166	28	's	's	PART
spir-8222	166	29	search	search	NOUN
spir-8222	166	30	algorithms	algorithm	NOUN
spir-8222	166	31	,	,	PUNCT
spir-8222	166	32	it	it	PRON
spir-8222	166	33	is	be	AUX
spir-8222	166	34	not	not	PART
spir-8222	166	35	the	the	DET
spir-8222	166	36	sole	sole	ADJ
spir-8222	166	37	determiner	determiner	NOUN
spir-8222	166	38	of	of	ADP
spir-8222	166	39	the	the	DET
spir-8222	166	40	company	company	NOUN
spir-8222	166	41	's	's	PART
spir-8222	166	42	search	search	NOUN
spir-8222	166	43	results	result	NOUN
spir-8222	166	44	.	.	PUNCT
spir-8222	167	1	while	while	SCONJ
spir-8222	167	2	a	a	DET
spir-8222	167	3	search	search	NOUN
spir-8222	167	4	for	for	ADP
spir-8222	167	5	a	a	DET
spir-8222	167	6	particular	particular	ADJ
spir-8222	167	7	term	term	NOUN
spir-8222	167	8	would	would	AUX
spir-8222	167	9	,	,	PUNCT
spir-8222	167	10	in	in	ADP
spir-8222	167	11	theory	theory	NOUN
spir-8222	167	12	,	,	PUNCT
spir-8222	167	13	yield	yield	VERB
spir-8222	167	14	a	a	DET
spir-8222	167	15	list	list	NOUN
spir-8222	167	16	of	of	ADP
spir-8222	167	17	pages	page	NOUN
spir-8222	167	18	matching	match	VERB
spir-8222	167	19	that	that	DET
spir-8222	167	20	query	query	NOUN
spir-8222	167	21	ordered	order	VERB
spir-8222	167	22	by	by	ADP
spir-8222	167	23	their	their	PRON
spir-8222	167	24	pagerank	pagerank	NOUN
spir-8222	167	25	,	,	PUNCT
spir-8222	167	26	in	in	SCONJ
spir-8222	167	27	practice	practice	NOUN
spir-8222	167	28	google	google	NOUN
spir-8222	167	29	search	search	NOUN
spir-8222	167	30	results	result	NOUN
spir-8222	167	31	are	be	AUX
spir-8222	167	32	determined	determine	VERB
spir-8222	167	33	by	by	ADP
spir-8222	167	34	hundreds	hundred	NOUN
spir-8222	167	35	of	of	ADP
spir-8222	167	36	factors	factor	NOUN
spir-8222	167	37	(	(	PUNCT
spir-8222	167	38	evans	evan	NOUN
spir-8222	167	39	,	,	PUNCT
spir-8222	167	40	2007	2007	NUM
spir-8222	167	41	,	,	PUNCT
spir-8222	167	42	p.	p.	NOUN
spir-8222	167	43	23	23	NUM
spir-8222	167	44	)	)	PUNCT
spir-8222	167	45	and	and	CCONJ
spir-8222	167	46	the	the	DET
spir-8222	167	47	algorithms	algorithm	NOUN
spir-8222	167	48	governing	govern	VERB
spir-8222	167	49	them	they	PRON
spir-8222	167	50	are	be	AUX
spir-8222	167	51	altered	alter	VERB
spir-8222	167	52	frequently	frequently	ADV
spir-8222	167	53	(	(	PUNCT
spir-8222	167	54	huffman	huffman	PROPN
spir-8222	167	55	,	,	PUNCT
spir-8222	167	56	2012	2012	NUM
spir-8222	167	57	)	)	PUNCT
spir-8222	167	58	.	.	PUNCT
spir-8222	168	1	whereas	whereas	SCONJ
spir-8222	168	2	the	the	DET
spir-8222	168	3	pagerank	pagerank	NOUN
spir-8222	168	4	algorithm	algorithm	NOUN
spir-8222	168	5	is	be	AUX
spir-8222	168	6	publicly	publicly	ADV
spir-8222	168	7	available	available	ADJ
spir-8222	168	8	,	,	PUNCT
spir-8222	168	9	these	these	DET
spir-8222	168	10	other	other	ADJ
spir-8222	168	11	factors	factor	NOUN
spir-8222	168	12	are	be	AUX
spir-8222	168	13	either	either	CCONJ
spir-8222	168	14	only	only	ADV
spir-8222	168	15	generally	generally	ADV
spir-8222	168	16	known	know	VERB
spir-8222	168	17	or	or	CCONJ
spir-8222	168	18	are	be	AUX
spir-8222	168	19	kept	keep	VERB
spir-8222	168	20	completely	completely	ADV
spir-8222	168	21	secret	secret	ADJ
spir-8222	168	22	.	.	PUNCT
spir-8222	169	1	evans	evans	PROPN
spir-8222	169	2	(	(	PUNCT
spir-8222	169	3	2007	2007	NUM
spir-8222	169	4	)	)	PUNCT
spir-8222	169	5	notes	note	VERB
spir-8222	169	6	the	the	DET
spir-8222	169	7	following	follow	VERB
spir-8222	169	8	issues	issue	NOUN
spir-8222	169	9	that	that	PRON
spir-8222	169	10	effect	effect	VERB
spir-8222	169	11	what	what	PRON
spir-8222	169	12	we	we	PRON
spir-8222	169	13	know	know	VERB
spir-8222	169	14	about	about	ADP
spir-8222	169	15	google	google	PROPN
spir-8222	169	16	's	's	PART
spir-8222	169	17	ranking	ranking	ADJ
spir-8222	169	18	methods	method	NOUN
spir-8222	169	19	:	:	PUNCT
spir-8222	169	20	•	•	ADP
spir-8222	169	21	there	there	PRON
spir-8222	169	22	are	be	VERB
spir-8222	169	23	over	over	ADP
spir-8222	169	24	200	200	NUM
spir-8222	169	25	different	different	ADJ
spir-8222	169	26	factors	factor	NOUN
spir-8222	169	27	(	(	PUNCT
spir-8222	169	28	or	or	CCONJ
spir-8222	169	29	signals	signal	NOUN
spir-8222	169	30	)	)	PUNCT
spir-8222	169	31	used	use	VERB
spir-8222	169	32	by	by	ADP
spir-8222	169	33	google	google	PROPN
spir-8222	169	34	to	to	PART
spir-8222	169	35	calculate	calculate	VERB
spir-8222	169	36	a	a	DET
spir-8222	169	37	page	page	NOUN
spir-8222	169	38	’s	’s	PART
spir-8222	169	39	rank.2	rank.2	PROPN
spir-8222	169	40	2	2	NUM
spir-8222	169	41	n.b	n.b	PROPN
spir-8222	169	42	.	.	PROPN
spir-8222	169	43	:	:	PUNCT
spir-8222	169	44	evans	evans	PROPN
spir-8222	169	45	(	(	PUNCT
spir-8222	169	46	2007	2007	NUM
spir-8222	169	47	)	)	PUNCT
spir-8222	169	48	is	be	AUX
spir-8222	169	49	referring	refer	VERB
spir-8222	169	50	here	here	ADV
spir-8222	169	51	to	to	ADP
spir-8222	169	52	the	the	DET
spir-8222	169	53	order	order	NOUN
spir-8222	169	54	in	in	ADP
spir-8222	169	55	which	which	PRON
spir-8222	169	56	a	a	DET
spir-8222	169	57	web	web	NOUN
spir-8222	169	58	page	page	NOUN
spir-8222	169	59	is	be	AUX
spir-8222	169	60	ranked	rank	VERB
spir-8222	169	61	within	within	ADP
spir-8222	169	62	a	a	DET
spir-8222	169	63	set	set	NOUN
spir-8222	169	64	of	of	ADP
spir-8222	169	65	search	search	NOUN
spir-8222	169	66	results	result	NOUN
spir-8222	169	67	,	,	PUNCT
spir-8222	169	68	not	not	PART
spir-8222	169	69	that	that	DET
spir-8222	169	70	page	page	NOUN
spir-8222	169	71	's	's	PART
spir-8222	169	72	particular	particular	ADJ
spir-8222	169	73	pagerank	pagerank	NOUN
spir-8222	169	74	.	.	PUNCT
spir-8222	170	1	•	•	NUM
spir-8222	170	2	what	what	PRON
spir-8222	170	3	these	these	DET
spir-8222	170	4	factors	factor	NOUN
spir-8222	170	5	are	be	AUX
spir-8222	170	6	is	be	AUX
spir-8222	170	7	unknown	unknown	ADJ
spir-8222	170	8	,	,	PUNCT
spir-8222	170	9	as	as	SCONJ
spir-8222	170	10	is	be	AUX
spir-8222	170	11	the	the	DET
spir-8222	170	12	weighting	weighting	NOUN
spir-8222	170	13	of	of	ADP
spir-8222	170	14	each	each	DET
spir-8222	170	15	factor	factor	NOUN
spir-8222	170	16	towards	towards	ADP
spir-8222	170	17	the	the	DET
spir-8222	170	18	final	final	ADJ
spir-8222	170	19	rank	rank	NOUN
spir-8222	170	20	.	.	PUNCT
spir-8222	171	1	15	15	NUM
spir-8222	171	2	•	•	NUM
spir-8222	171	3	the	the	DET
spir-8222	171	4	weighting	weighting	NOUN
spir-8222	171	5	of	of	ADP
spir-8222	171	6	each	each	DET
spir-8222	171	7	factor	factor	NOUN
spir-8222	171	8	used	use	VERB
spir-8222	171	9	to	to	PART
spir-8222	171	10	determine	determine	VERB
spir-8222	171	11	the	the	DET
spir-8222	171	12	top	top	ADJ
spir-8222	171	13	ten	ten	NUM
spir-8222	171	14	results	result	NOUN
spir-8222	171	15	may	may	AUX
spir-8222	171	16	be	be	AUX
spir-8222	171	17	different	different	ADJ
spir-8222	171	18	from	from	ADP
spir-8222	171	19	the	the	DET
spir-8222	171	20	weighting	weighting	NOUN
spir-8222	171	21	used	use	VERB
spir-8222	171	22	for	for	ADP
spir-8222	171	23	the	the	DET
spir-8222	171	24	remainder	remainder	NOUN
spir-8222	171	25	.	.	PUNCT
spir-8222	172	1	•	•	NUM
spir-8222	172	2	different	different	ADJ
spir-8222	172	3	query	query	NOUN
spir-8222	172	4	terms	term	NOUN
spir-8222	172	5	may	may	AUX
spir-8222	172	6	employ	employ	VERB
spir-8222	172	7	different	different	ADJ
spir-8222	172	8	ranking	ranking	NOUN
spir-8222	172	9	factors	factor	NOUN
spir-8222	172	10	and/or	and/or	CCONJ
spir-8222	172	11	different	different	ADJ
spir-8222	172	12	weights	weight	NOUN
spir-8222	172	13	(	(	PUNCT
spir-8222	172	14	bifet	bifet	NOUN
spir-8222	172	15	et	et	PROPN
spir-8222	172	16	al	al	PROPN
spir-8222	172	17	.	.	PROPN
spir-8222	172	18	,	,	PUNCT
spir-8222	172	19	2005	2005	NUM
spir-8222	172	20	)	)	PUNCT
spir-8222	172	21	.	.	PUNCT
spir-8222	173	1	•	•	NUM
spir-8222	173	2	google	google	PROPN
spir-8222	173	3	has	have	VERB
spir-8222	173	4	multiple	multiple	ADJ
spir-8222	173	5	data	datum	NOUN
spir-8222	173	6	-	-	PUNCT
spir-8222	173	7	centres	centre	NOUN
spir-8222	173	8	distributed	distribute	VERB
spir-8222	173	9	across	across	ADP
spir-8222	173	10	the	the	DET
spir-8222	173	11	world	world	NOUN
spir-8222	173	12	,	,	PUNCT
spir-8222	173	13	not	not	PART
spir-8222	173	14	all	all	PRON
spir-8222	173	15	of	of	ADP
spir-8222	173	16	which	which	PRON
spir-8222	173	17	are	be	AUX
spir-8222	173	18	in	in	ADP
spir-8222	173	19	sync	sync	NOUN
spir-8222	173	20	at	at	ADP
spir-8222	173	21	any	any	DET
spir-8222	173	22	one	one	NUM
spir-8222	173	23	time	time	NOUN
spir-8222	173	24	.	.	PUNCT
spir-8222	174	1	thus	thus	ADV
spir-8222	174	2	the	the	DET
spir-8222	174	3	ranking	ranking	ADJ
spir-8222	174	4	algorithm	algorithm	NOUN
spir-8222	174	5	used	use	VERB
spir-8222	174	6	in	in	ADP
spir-8222	174	7	one	one	NUM
spir-8222	174	8	data	data	NOUN
spir-8222	174	9	-	-	PUNCT
spir-8222	174	10	centre	centre	NOUN
spir-8222	174	11	may	may	AUX
spir-8222	174	12	change	change	VERB
spir-8222	174	13	subtly	subtly	ADV
spir-8222	174	14	from	from	ADP
spir-8222	174	15	the	the	DET
spir-8222	174	16	ranking	ranking	ADJ
spir-8222	174	17	algorithm	algorithm	NOUN
spir-8222	174	18	used	use	VERB
spir-8222	174	19	in	in	ADP
spir-8222	174	20	another	another	DET
spir-8222	174	21	(	(	PUNCT
spir-8222	174	22	cutts	cutt	NOUN
spir-8222	174	23	,	,	PUNCT
spir-8222	174	24	2006	2006	NUM
spir-8222	174	25	)	)	PUNCT
spir-8222	174	26	.	.	PUNCT
spir-8222	175	1	(	(	PUNCT
spir-8222	175	2	evans	evans	PROPN
spir-8222	175	3	,	,	PUNCT
spir-8222	175	4	2007	2007	NUM
spir-8222	175	5	,	,	PUNCT
spir-8222	175	6	p.	p.	NOUN
spir-8222	175	7	23	23	NUM
spir-8222	175	8	)	)	PUNCT
spir-8222	175	9	.	.	PUNCT
spir-8222	176	1	vaidhyanathan	vaidhyanathan	NOUN
spir-8222	176	2	(	(	PUNCT
spir-8222	176	3	2011	2011	NUM
spir-8222	176	4	)	)	PUNCT
spir-8222	176	5	notes	note	VERB
spir-8222	176	6	that	that	SCONJ
spir-8222	176	7	we	we	PRON
spir-8222	176	8	now	now	ADV
spir-8222	176	9	know	know	VERB
spir-8222	176	10	the	the	DET
spir-8222	176	11	bare	bare	ADJ
spir-8222	176	12	outlines	outline	NOUN
spir-8222	176	13	of	of	ADP
spir-8222	176	14	some	some	PRON
spir-8222	176	15	of	of	ADP
spir-8222	176	16	those	those	DET
spir-8222	176	17	factors	factor	NOUN
spir-8222	176	18	,	,	PUNCT
spir-8222	176	19	for	for	ADP
spir-8222	176	20	google	google	PROPN
spir-8222	176	21	localizes	localize	NOUN
spir-8222	176	22	and	and	CCONJ
spir-8222	176	23	,	,	PUNCT
spir-8222	176	24	in	in	ADP
spir-8222	176	25	some	some	DET
spir-8222	176	26	cases	case	NOUN
spir-8222	176	27	,	,	PUNCT
spir-8222	176	28	personalizes	personalize	VERB
spir-8222	176	29	search	search	NOUN
spir-8222	176	30	results	result	NOUN
spir-8222	176	31	(	(	PUNCT
spir-8222	176	32	p.	p.	NOUN
spir-8222	176	33	139	139	NUM
spir-8222	176	34	)	)	PUNCT
spir-8222	176	35	.	.	PUNCT
spir-8222	177	1	in	in	ADP
spir-8222	177	2	the	the	DET
spir-8222	177	3	first	first	ADJ
spir-8222	177	4	case	case	NOUN
spir-8222	177	5	,	,	PUNCT
spir-8222	177	6	the	the	DET
spir-8222	177	7	company	company	NOUN
spir-8222	177	8	tailors	tailor	VERB
spir-8222	177	9	certain	certain	ADJ
spir-8222	177	10	search	search	NOUN
spir-8222	177	11	results	result	NOUN
spir-8222	177	12	to	to	ADP
spir-8222	177	13	particular	particular	ADJ
spir-8222	177	14	regions	region	NOUN
spir-8222	177	15	of	of	ADP
spir-8222	177	16	the	the	DET
spir-8222	177	17	world	world	NOUN
spir-8222	177	18	,	,	PUNCT
spir-8222	177	19	sometimes	sometimes	ADV
spir-8222	177	20	actively	actively	ADV
spir-8222	177	21	filtering	filter	VERB
spir-8222	177	22	search	search	NOUN
spir-8222	177	23	results	result	NOUN
spir-8222	177	24	to	to	PART
spir-8222	177	25	comply	comply	VERB
spir-8222	177	26	with	with	ADP
spir-8222	177	27	local	local	ADJ
spir-8222	177	28	laws	law	NOUN
spir-8222	177	29	(	(	PUNCT
spir-8222	177	30	p.	p.	NOUN
spir-8222	177	31	47	47	NUM
spir-8222	177	32	)	)	PUNCT
spir-8222	177	33	,	,	PUNCT
spir-8222	177	34	and	and	CCONJ
spir-8222	177	35	sometimes	sometimes	ADV
spir-8222	177	36	complying	comply	VERB
spir-8222	177	37	with	with	ADP
spir-8222	177	38	local	local	ADJ
spir-8222	177	39	views	view	NOUN
spir-8222	177	40	about	about	ADP
spir-8222	177	41	contested	contested	ADJ
spir-8222	177	42	issues	issue	NOUN
spir-8222	177	43	like	like	ADP
spir-8222	177	44	national	national	ADJ
spir-8222	177	45	borders	border	NOUN
spir-8222	177	46	(	(	PUNCT
spir-8222	177	47	p.	p.	NOUN
spir-8222	177	48	117	117	NUM
spir-8222	177	49	)	)	PUNCT
spir-8222	177	50	.	.	PUNCT
spir-8222	178	1	similarly	similarly	ADV
spir-8222	178	2	,	,	PUNCT
spir-8222	178	3	personalized	personalize	VERB
spir-8222	178	4	search	search	NOUN
spir-8222	178	5	places	place	NOUN
spir-8222	178	6	primacy	primacy	NOUN
spir-8222	178	7	on	on	ADP
spir-8222	178	8	those	those	DET
spir-8222	178	9	results	result	NOUN
spir-8222	178	10	that	that	PRON
spir-8222	178	11	google	google	PROPN
spir-8222	178	12	's	's	PART
spir-8222	178	13	algorithms	algorithm	NOUN
spir-8222	178	14	calculate	calculate	VERB
spir-8222	178	15	to	to	PART
spir-8222	178	16	be	be	AUX
spir-8222	178	17	of	of	ADP
spir-8222	178	18	most	most	ADJ
spir-8222	178	19	relevance	relevance	NOUN
spir-8222	178	20	to	to	ADP
spir-8222	178	21	the	the	DET
spir-8222	178	22	user	user	NOUN
spir-8222	178	23	—	—	PUNCT
spir-8222	178	24	although	although	ADV
spir-8222	178	25	,	,	PUNCT
spir-8222	178	26	as	as	SCONJ
spir-8222	178	27	evans	evans	PROPN
spir-8222	178	28	(	(	PUNCT
spir-8222	178	29	2007	2007	NUM
spir-8222	178	30	)	)	PUNCT
spir-8222	178	31	points	point	VERB
spir-8222	178	32	out	out	ADP
spir-8222	178	33	,	,	PUNCT
spir-8222	178	34	the	the	DET
spir-8222	178	35	top	top	ADJ
spir-8222	178	36	results	result	NOUN
spir-8222	178	37	in	in	ADP
spir-8222	178	38	a	a	DET
spir-8222	178	39	search	search	NOUN
spir-8222	178	40	may	may	AUX
spir-8222	178	41	be	be	AUX
spir-8222	178	42	unaffected	unaffected	ADJ
spir-8222	178	43	.	.	PUNCT
spir-8222	179	1	this	this	PRON
spir-8222	179	2	is	be	AUX
spir-8222	179	3	not	not	PART
spir-8222	179	4	to	to	PART
spir-8222	179	5	say	say	VERB
spir-8222	179	6	that	that	SCONJ
spir-8222	179	7	there	there	PRON
spir-8222	179	8	is	be	VERB
spir-8222	179	9	not	not	PART
spir-8222	179	10	some	some	DET
spir-8222	179	11	benefit	benefit	NOUN
spir-8222	179	12	to	to	ADP
spir-8222	179	13	localization	localization	NOUN
spir-8222	179	14	and	and	CCONJ
spir-8222	179	15	personalization	personalization	NOUN
spir-8222	179	16	for	for	ADP
spir-8222	179	17	certain	certain	ADJ
spir-8222	179	18	types	type	NOUN
spir-8222	179	19	of	of	ADP
spir-8222	179	20	searches	search	NOUN
spir-8222	179	21	;	;	PUNCT
spir-8222	179	22	however	however	ADV
spir-8222	179	23	,	,	PUNCT
spir-8222	179	24	it	it	PRON
spir-8222	179	25	is	be	AUX
spir-8222	179	26	not	not	PART
spir-8222	179	27	clear	clear	ADJ
spir-8222	179	28	that	that	SCONJ
spir-8222	179	29	this	this	DET
spir-8222	179	30	type	type	NOUN
spir-8222	179	31	of	of	ADP
spir-8222	179	32	restriction	restriction	NOUN
spir-8222	179	33	is	be	AUX
spir-8222	179	34	beneficial	beneficial	ADJ
spir-8222	179	35	for	for	ADP
spir-8222	179	36	the	the	DET
spir-8222	179	37	type	type	NOUN
spir-8222	179	38	of	of	ADP
spir-8222	179	39	openended	openended	ADJ
spir-8222	179	40	research	research	NOUN
spir-8222	179	41	that	that	PRON
spir-8222	179	42	benefits	benefit	VERB
spir-8222	179	43	knowledge	knowledge	NOUN
spir-8222	179	44	creation	creation	NOUN
spir-8222	179	45	(	(	PUNCT
spir-8222	179	46	vaidhyanathan	vaidhyanathan	NOUN
spir-8222	179	47	,	,	PUNCT
spir-8222	179	48	2011	2011	NUM
spir-8222	179	49	,	,	PUNCT
spir-8222	180	1	p.	p.	NOUN
spir-8222	180	2	192	192	NUM
spir-8222	181	1	ff	ff	NOUN
spir-8222	181	2	.	.	PUNCT
spir-8222	181	3	)	)	PUNCT
spir-8222	181	4	.	.	PUNCT
spir-8222	182	1	as	as	SCONJ
spir-8222	182	2	i	i	PRON
spir-8222	182	3	have	have	AUX
spir-8222	182	4	suggested	suggest	VERB
spir-8222	182	5	in	in	ADP
spir-8222	182	6	my	my	PRON
spir-8222	182	7	earlier	early	ADJ
spir-8222	182	8	analysis	analysis	NOUN
spir-8222	182	9	,	,	PUNCT
spir-8222	182	10	the	the	DET
spir-8222	182	11	effect	effect	NOUN
spir-8222	182	12	of	of	ADP
spir-8222	182	13	localization	localization	NOUN
spir-8222	182	14	,	,	PUNCT
spir-8222	182	15	personalization	personalization	NOUN
spir-8222	182	16	,	,	PUNCT
spir-8222	182	17	and	and	CCONJ
spir-8222	182	18	the	the	DET
spir-8222	182	19	other	other	ADJ
spir-8222	182	20	factors	factor	NOUN
spir-8222	182	21	used	use	VERB
spir-8222	182	22	to	to	PART
spir-8222	182	23	determine	determine	VERB
spir-8222	182	24	google	google	PROPN
spir-8222	182	25	's	's	PART
spir-8222	182	26	search	search	NOUN
spir-8222	182	27	results	result	NOUN
spir-8222	182	28	would	would	AUX
spir-8222	182	29	be	be	AUX
spir-8222	182	30	to	to	PART
spir-8222	182	31	create	create	VERB
spir-8222	182	32	smaller	small	ADJ
spir-8222	182	33	,	,	PUNCT
spir-8222	182	34	more	more	ADV
spir-8222	182	35	specialized	specialized	ADJ
spir-8222	182	36	networks	network	NOUN
spir-8222	182	37	.	.	PUNCT
spir-8222	183	1	there	there	PRON
spir-8222	183	2	is	be	VERB
spir-8222	183	3	no	no	DET
spir-8222	183	4	reason	reason	NOUN
spir-8222	183	5	to	to	PART
spir-8222	183	6	think	think	VERB
spir-8222	183	7	that	that	SCONJ
spir-8222	183	8	network	network	NOUN
spir-8222	183	9	effects	effect	NOUN
spir-8222	183	10	like	like	ADP
spir-8222	183	11	preferential	preferential	ADJ
spir-8222	183	12	attachment	attachment	NOUN
spir-8222	183	13	are	be	AUX
spir-8222	183	14	not	not	PART
spir-8222	183	15	operative	operative	ADJ
spir-8222	183	16	within	within	ADP
spir-8222	183	17	these	these	DET
spir-8222	183	18	networks	network	NOUN
spir-8222	183	19	,	,	PUNCT
spir-8222	183	20	albeit	albeit	SCONJ
spir-8222	183	21	with	with	ADP
spir-8222	183	22	different	different	ADJ
spir-8222	183	23	outcomes	outcome	NOUN
spir-8222	183	24	and	and	CCONJ
spir-8222	183	25	creating	create	VERB
spir-8222	183	26	different	different	ADJ
spir-8222	183	27	hubs	hub	NOUN
spir-8222	183	28	.	.	PUNCT
spir-8222	184	1	consider	consider	VERB
spir-8222	184	2	the	the	DET
spir-8222	184	3	case	case	NOUN
spir-8222	184	4	of	of	ADP
spir-8222	184	5	localization	localization	NOUN
spir-8222	184	6	,	,	PUNCT
spir-8222	184	7	where	where	SCONJ
spir-8222	184	8	the	the	DET
spir-8222	184	9	results	result	NOUN
spir-8222	184	10	of	of	ADP
spir-8222	184	11	a	a	DET
spir-8222	184	12	search	search	NOUN
spir-8222	184	13	query	query	NOUN
spir-8222	184	14	made	make	VERB
spir-8222	184	15	in	in	ADP
spir-8222	184	16	the	the	DET
spir-8222	184	17	united	united	PROPN
spir-8222	184	18	states	states	PROPN
spir-8222	184	19	might	might	AUX
spir-8222	184	20	be	be	AUX
spir-8222	184	21	quite	quite	ADV
spir-8222	184	22	different	different	ADJ
spir-8222	184	23	from	from	ADP
spir-8222	184	24	one	one	NUM
spir-8222	184	25	made	make	VERB
spir-8222	184	26	in	in	ADP
spir-8222	184	27	a	a	DET
spir-8222	184	28	different	different	ADJ
spir-8222	184	29	country	country	NOUN
spir-8222	184	30	.	.	PUNCT
spir-8222	185	1	however	however	ADV
spir-8222	185	2	,	,	PUNCT
spir-8222	185	3	such	such	DET
spir-8222	185	4	a	a	DET
spir-8222	185	5	search	search	NOUN
spir-8222	185	6	,	,	PUNCT
spir-8222	185	7	while	while	SCONJ
spir-8222	185	8	not	not	PART
spir-8222	185	9	necessarily	necessarily	ADV
spir-8222	185	10	searching	search	VERB
spir-8222	185	11	the	the	DET
spir-8222	185	12	entire	entire	ADJ
spir-8222	185	13	network	network	NOUN
spir-8222	185	14	consisting	consist	VERB
spir-8222	185	15	of	of	ADP
spir-8222	185	16	the	the	DET
spir-8222	185	17	web	web	NOUN
spir-8222	185	18	pages	page	NOUN
spir-8222	185	19	google	google	PROPN
spir-8222	185	20	indexes	index	NOUN
spir-8222	185	21	,	,	PUNCT
spir-8222	185	22	would	would	AUX
spir-8222	185	23	still	still	ADV
spir-8222	185	24	be	be	AUX
spir-8222	185	25	dominated	dominate	VERB
spir-8222	185	26	by	by	ADP
spir-8222	185	27	hubs	hub	NOUN
spir-8222	185	28	and	and	CCONJ
spir-8222	185	29	other	other	ADJ
spir-8222	185	30	network	network	NOUN
spir-8222	185	31	effects	effect	NOUN
spir-8222	185	32	just	just	ADV
spir-8222	185	33	as	as	ADP
spir-8222	185	34	with	with	ADP
spir-8222	185	35	the	the	DET
spir-8222	185	36	larger	large	ADJ
spir-8222	185	37	network	network	NOUN
spir-8222	185	38	,	,	PUNCT
spir-8222	185	39	although	although	SCONJ
spir-8222	185	40	those	those	DET
spir-8222	185	41	effects	effect	NOUN
spir-8222	185	42	would	would	AUX
spir-8222	185	43	be	be	AUX
spir-8222	185	44	constrained	constrain	VERB
spir-8222	185	45	to	to	ADP
spir-8222	185	46	the	the	DET
spir-8222	185	47	sub	sub	NOUN
spir-8222	185	48	-	-	NOUN
spir-8222	185	49	network	network	NOUN
spir-8222	185	50	.	.	PUNCT
spir-8222	186	1	that	that	PRON
spir-8222	186	2	is	be	AUX
spir-8222	186	3	,	,	PUNCT
spir-8222	186	4	pagerank	pagerank	NOUN
spir-8222	186	5	,	,	PUNCT
spir-8222	186	6	in	in	ADP
spir-8222	186	7	conjunction	conjunction	NOUN
spir-8222	186	8	with	with	ADP
spir-8222	186	9	other	other	ADJ
spir-8222	186	10	16	16	NUM
spir-8222	186	11	search	search	NOUN
spir-8222	186	12	criteria	criterion	NOUN
spir-8222	186	13	like	like	ADP
spir-8222	186	14	localization	localization	NOUN
spir-8222	186	15	and	and	CCONJ
spir-8222	186	16	personalization	personalization	NOUN
spir-8222	186	17	,	,	PUNCT
spir-8222	186	18	creates	create	VERB
spir-8222	186	19	sub	sub	NOUN
spir-8222	186	20	-	-	NOUN
spir-8222	186	21	networks	network	NOUN
spir-8222	186	22	that	that	PRON
spir-8222	186	23	also	also	ADV
spir-8222	186	24	privilege	privilege	VERB
spir-8222	186	25	these	these	DET
spir-8222	186	26	biases	bias	NOUN
spir-8222	186	27	.	.	PUNCT
spir-8222	187	1	networks	network	NOUN
spir-8222	187	2	that	that	PRON
spir-8222	187	3	are	be	AUX
spir-8222	187	4	localized	localize	VERB
spir-8222	187	5	and	and	CCONJ
spir-8222	187	6	personalized	personalize	VERB
spir-8222	187	7	are	be	AUX
spir-8222	187	8	even	even	ADV
spir-8222	187	9	more	more	ADV
spir-8222	187	10	constrained	constrain	VERB
spir-8222	187	11	in	in	ADP
spir-8222	187	12	their	their	PRON
spir-8222	187	13	access	access	NOUN
spir-8222	187	14	to	to	ADP
spir-8222	187	15	information	information	NOUN
spir-8222	187	16	because	because	SCONJ
spir-8222	187	17	,	,	PUNCT
spir-8222	187	18	in	in	ADP
spir-8222	187	19	addition	addition	NOUN
spir-8222	187	20	to	to	ADP
spir-8222	187	21	limiting	limit	VERB
spir-8222	187	22	the	the	DET
spir-8222	187	23	diversity	diversity	NOUN
spir-8222	187	24	of	of	ADP
spir-8222	187	25	opinion	opinion	NOUN
spir-8222	187	26	and	and	CCONJ
spir-8222	187	27	independence	independence	NOUN
spir-8222	187	28	of	of	ADP
spir-8222	187	29	those	those	DET
spir-8222	187	30	results	result	NOUN
spir-8222	187	31	(	(	PUNCT
spir-8222	187	32	surowiecki	surowiecki	ADJ
spir-8222	187	33	,	,	PUNCT
spir-8222	187	34	2004	2004	NUM
spir-8222	187	35	,	,	PUNCT
spir-8222	187	36	p.	p.	NOUN
spir-8222	187	37	10	10	NUM
spir-8222	187	38	)	)	PUNCT
spir-8222	187	39	,	,	PUNCT
spir-8222	187	40	they	they	PRON
spir-8222	187	41	would	would	AUX
spir-8222	187	42	emphasize	emphasize	VERB
spir-8222	187	43	these	these	DET
spir-8222	187	44	constraints	constraint	NOUN
spir-8222	187	45	by	by	ADP
spir-8222	187	46	drawing	draw	VERB
spir-8222	187	47	from	from	ADP
spir-8222	187	48	a	a	DET
spir-8222	187	49	smaller	small	ADJ
spir-8222	187	50	network	network	NOUN
spir-8222	187	51	of	of	ADP
spir-8222	187	52	websites	website	NOUN
spir-8222	187	53	.	.	PUNCT
spir-8222	188	1	impact	impact	NOUN
spir-8222	188	2	of	of	ADP
spir-8222	188	3	search	search	NOUN
spir-8222	188	4	networks	network	NOUN
spir-8222	188	5	on	on	ADP
spir-8222	188	6	information	information	NOUN
spir-8222	188	7	-	-	PUNCT
spir-8222	188	8	seeking	seek	VERB
spir-8222	188	9	we	we	PRON
spir-8222	188	10	know	know	VERB
spir-8222	188	11	that	that	DET
spir-8222	188	12	pagerank	pagerank	NOUN
spir-8222	188	13	continues	continue	VERB
spir-8222	188	14	to	to	PART
spir-8222	188	15	play	play	VERB
spir-8222	188	16	an	an	DET
spir-8222	188	17	important	important	ADJ
spir-8222	188	18	role	role	NOUN
spir-8222	188	19	in	in	ADP
spir-8222	188	20	google	google	PROPN
spir-8222	188	21	searches	search	NOUN
spir-8222	188	22	,	,	PUNCT
spir-8222	188	23	despite	despite	SCONJ
spir-8222	188	24	the	the	DET
spir-8222	188	25	fact	fact	NOUN
spir-8222	188	26	that	that	SCONJ
spir-8222	188	27	it	it	PRON
spir-8222	188	28	is	be	AUX
spir-8222	188	29	not	not	PART
spir-8222	188	30	the	the	DET
spir-8222	188	31	only	only	ADJ
spir-8222	188	32	factor	factor	NOUN
spir-8222	188	33	used	use	VERB
spir-8222	188	34	to	to	PART
spir-8222	188	35	calculate	calculate	VERB
spir-8222	188	36	search	search	NOUN
spir-8222	188	37	results	result	NOUN
spir-8222	188	38	.	.	PUNCT
spir-8222	189	1	as	as	SCONJ
spir-8222	189	2	i	i	PRON
spir-8222	189	3	have	have	AUX
spir-8222	189	4	described	describe	VERB
spir-8222	189	5	above	above	ADV
spir-8222	189	6	,	,	PUNCT
spir-8222	189	7	this	this	PRON
spir-8222	189	8	means	mean	VERB
spir-8222	189	9	that	that	SCONJ
spir-8222	189	10	individual	individual	ADJ
spir-8222	189	11	searches	search	NOUN
spir-8222	189	12	do	do	AUX
spir-8222	189	13	not	not	PART
spir-8222	189	14	interact	interact	VERB
spir-8222	189	15	with	with	ADP
spir-8222	189	16	a	a	DET
spir-8222	189	17	network	network	NOUN
spir-8222	189	18	that	that	PRON
spir-8222	189	19	is	be	AUX
spir-8222	189	20	determined	determine	VERB
spir-8222	189	21	by	by	ADP
spir-8222	189	22	google	google	PROPN
spir-8222	189	23	's	's	PART
spir-8222	189	24	entire	entire	ADJ
spir-8222	189	25	index	index	NOUN
spir-8222	189	26	of	of	ADP
spir-8222	189	27	the	the	DET
spir-8222	189	28	web	web	NOUN
spir-8222	189	29	,	,	PUNCT
spir-8222	189	30	but	but	CCONJ
spir-8222	189	31	rather	rather	ADV
spir-8222	189	32	with	with	ADP
spir-8222	189	33	smaller	small	ADJ
spir-8222	189	34	subnetworks	subnetwork	NOUN
spir-8222	189	35	.	.	PUNCT
spir-8222	190	1	the	the	DET
spir-8222	190	2	effects	effect	NOUN
spir-8222	190	3	of	of	ADP
spir-8222	190	4	these	these	DET
spir-8222	190	5	sub	sub	NOUN
spir-8222	190	6	-	-	NOUN
spir-8222	190	7	networks	network	NOUN
spir-8222	190	8	on	on	ADP
spir-8222	190	9	information	information	NOUN
spir-8222	190	10	-	-	PUNCT
spir-8222	190	11	seeking	seeking	NOUN
spir-8222	190	12	have	have	VERB
spir-8222	190	13	the	the	DET
spir-8222	190	14	potential	potential	NOUN
spir-8222	190	15	to	to	PART
spir-8222	190	16	be	be	AUX
spir-8222	190	17	significant	significant	ADJ
spir-8222	190	18	.	.	PUNCT
spir-8222	191	1	in	in	ADP
spir-8222	191	2	previous	previous	ADJ
spir-8222	191	3	sections	section	NOUN
spir-8222	191	4	,	,	PUNCT
spir-8222	191	5	i	i	PRON
spir-8222	191	6	have	have	AUX
spir-8222	191	7	argued	argue	VERB
spir-8222	191	8	that	that	SCONJ
spir-8222	191	9	the	the	DET
spir-8222	191	10	network	network	NOUN
spir-8222	191	11	-	-	PUNCT
spir-8222	191	12	creating	create	VERB
spir-8222	191	13	functions	function	NOUN
spir-8222	191	14	of	of	ADP
spir-8222	191	15	pagerank	pagerank	NOUN
spir-8222	191	16	do	do	AUX
spir-8222	191	17	not	not	PART
spir-8222	191	18	fully	fully	ADV
spir-8222	191	19	tap	tap	VERB
spir-8222	191	20	into	into	ADP
spir-8222	191	21	surowiecki	surowiecki	PROPN
spir-8222	191	22	's	's	PART
spir-8222	191	23	(	(	PUNCT
spir-8222	191	24	2004	2004	NUM
spir-8222	191	25	)	)	PUNCT
spir-8222	191	26	"	"	PUNCT
spir-8222	191	27	wisdom	wisdom	NOUN
spir-8222	191	28	of	of	ADP
spir-8222	191	29	crowds	crowd	NOUN
spir-8222	191	30	"	"	PUNCT
spir-8222	191	31	and	and	CCONJ
spir-8222	191	32	,	,	PUNCT
spir-8222	191	33	rather	rather	ADV
spir-8222	191	34	than	than	ADP
spir-8222	191	35	simply	simply	ADV
spir-8222	191	36	organizing	organize	VERB
spir-8222	191	37	"	"	PUNCT
spir-8222	191	38	quality	quality	NOUN
spir-8222	191	39	"	"	PUNCT
spir-8222	191	40	information	information	NOUN
spir-8222	191	41	online	online	ADV
spir-8222	191	42	(	(	PUNCT
spir-8222	191	43	brin	brin	PROPN
spir-8222	191	44	&	&	CCONJ
spir-8222	191	45	page	page	NOUN
spir-8222	191	46	,	,	PUNCT
spir-8222	191	47	1998	1998	NUM
spir-8222	191	48	,	,	PUNCT
spir-8222	191	49	p.	p.	NOUN
spir-8222	191	50	107	107	NUM
spir-8222	191	51	)	)	PUNCT
spir-8222	191	52	,	,	PUNCT
spir-8222	191	53	the	the	DET
spir-8222	191	54	effect	effect	NOUN
spir-8222	191	55	of	of	ADP
spir-8222	191	56	the	the	DET
spir-8222	191	57	algorithm	algorithm	NOUN
spir-8222	191	58	is	be	AUX
spir-8222	191	59	to	to	PART
spir-8222	191	60	create	create	VERB
spir-8222	191	61	hubs	hub	NOUN
spir-8222	191	62	via	via	ADP
spir-8222	191	63	network	network	NOUN
spir-8222	191	64	effects	effect	NOUN
spir-8222	191	65	like	like	ADP
spir-8222	191	66	preferential	preferential	ADJ
spir-8222	191	67	attachment	attachment	NOUN
spir-8222	191	68	.	.	PUNCT
spir-8222	192	1	there	there	PRON
spir-8222	192	2	are	be	VERB
spir-8222	192	3	two	two	NUM
spir-8222	192	4	problems	problem	NOUN
spir-8222	192	5	associated	associate	VERB
spir-8222	192	6	with	with	ADP
spir-8222	192	7	the	the	DET
spir-8222	192	8	way	way	NOUN
spir-8222	192	9	that	that	PRON
spir-8222	192	10	pagerank	pagerank	NOUN
spir-8222	192	11	interacts	interact	VERB
spir-8222	192	12	with	with	ADP
spir-8222	192	13	google	google	PROPN
spir-8222	192	14	's	's	PART
spir-8222	192	15	localization	localization	NOUN
spir-8222	192	16	and	and	CCONJ
spir-8222	192	17	personalization	personalization	NOUN
spir-8222	192	18	features	feature	NOUN
spir-8222	192	19	.	.	PUNCT
spir-8222	193	1	by	by	ADP
spir-8222	193	2	excluding	exclude	VERB
spir-8222	193	3	information	information	NOUN
spir-8222	193	4	through	through	ADP
spir-8222	193	5	focusing	focus	VERB
spir-8222	193	6	on	on	ADP
spir-8222	193	7	local	local	ADJ
spir-8222	193	8	or	or	CCONJ
spir-8222	193	9	personal	personal	ADJ
spir-8222	193	10	sub	sub	NOUN
spir-8222	193	11	-	-	NOUN
spir-8222	193	12	networks	network	NOUN
spir-8222	193	13	,	,	PUNCT
spir-8222	193	14	search	search	NOUN
spir-8222	193	15	algorithms	algorithm	NOUN
spir-8222	193	16	can	can	AUX
spir-8222	193	17	effectively	effectively	ADV
spir-8222	193	18	"	"	PUNCT
spir-8222	193	19	disappear	disappear	VERB
spir-8222	193	20	"	"	PUNCT
spir-8222	193	21	some	some	DET
spir-8222	193	22	topics	topic	NOUN
spir-8222	193	23	in	in	ADP
spir-8222	193	24	the	the	DET
spir-8222	193	25	eyes	eye	NOUN
spir-8222	193	26	of	of	ADP
spir-8222	193	27	the	the	DET
spir-8222	193	28	searcher	searcher	NOUN
spir-8222	193	29	,	,	PUNCT
spir-8222	193	30	obscuring	obscure	VERB
spir-8222	193	31	difficult	difficult	ADJ
spir-8222	193	32	problems	problem	NOUN
spir-8222	193	33	that	that	PRON
spir-8222	193	34	should	should	AUX
spir-8222	193	35	be	be	AUX
spir-8222	193	36	addressed	address	VERB
spir-8222	193	37	or	or	CCONJ
spir-8222	193	38	giving	give	VERB
spir-8222	193	39	the	the	DET
spir-8222	193	40	searcher	searcher	NOUN
spir-8222	193	41	a	a	DET
spir-8222	193	42	false	false	ADJ
spir-8222	193	43	sense	sense	NOUN
spir-8222	193	44	of	of	ADP
spir-8222	193	45	the	the	DET
spir-8222	193	46	universality	universality	NOUN
spir-8222	193	47	of	of	ADP
spir-8222	193	48	his	his	PRON
spir-8222	193	49	or	or	CCONJ
spir-8222	193	50	her	her	PRON
spir-8222	193	51	beliefs	belief	NOUN
spir-8222	193	52	.	.	PUNCT
spir-8222	194	1	in	in	ADP
spir-8222	194	2	the	the	DET
spir-8222	194	3	first	first	ADJ
spir-8222	194	4	case	case	NOUN
spir-8222	194	5	,	,	PUNCT
spir-8222	194	6	vaidhyanathan	vaidhyanathan	NOUN
spir-8222	194	7	(	(	PUNCT
spir-8222	194	8	2011	2011	NUM
spir-8222	194	9	)	)	PUNCT
spir-8222	194	10	describes	describe	VERB
spir-8222	194	11	how	how	SCONJ
spir-8222	194	12	google	google	PROPN
spir-8222	194	13	localizes	localize	VERB
spir-8222	194	14	searches	search	NOUN
spir-8222	194	15	in	in	ADP
spir-8222	194	16	france	france	PROPN
spir-8222	194	17	and	and	CCONJ
spir-8222	194	18	germany	germany	PROPN
spir-8222	194	19	to	to	PART
spir-8222	194	20	"	"	PUNCT
spir-8222	194	21	actively	actively	ADV
spir-8222	194	22	block	block	VERB
spir-8222	194	23	anti	anti	ADJ
spir-8222	194	24	-	-	ADJ
spir-8222	194	25	semitic	semitic	ADJ
spir-8222	194	26	"	"	PUNCT
spir-8222	194	27	websites	website	NOUN
spir-8222	194	28	(	(	PUNCT
spir-8222	194	29	p.	p.	NOUN
spir-8222	194	30	47	47	NUM
spir-8222	194	31	)	)	PUNCT
spir-8222	194	32	.	.	PUNCT
spir-8222	195	1	while	while	SCONJ
spir-8222	195	2	at	at	ADP
spir-8222	195	3	first	first	ADJ
spir-8222	195	4	blush	blush	NOUN
spir-8222	195	5	it	it	PRON
spir-8222	195	6	may	may	AUX
spir-8222	195	7	seem	seem	VERB
spir-8222	195	8	that	that	SCONJ
spir-8222	195	9	this	this	PRON
spir-8222	195	10	is	be	AUX
spir-8222	195	11	a	a	DET
spir-8222	195	12	positive	positive	ADJ
spir-8222	195	13	action	action	NOUN
spir-8222	195	14	—	—	PUNCT
spir-8222	195	15	who	who	PRON
spir-8222	195	16	wishes	wish	VERB
spir-8222	195	17	to	to	PART
spir-8222	195	18	defend	defend	VERB
spir-8222	195	19	access	access	NOUN
spir-8222	195	20	to	to	ADP
spir-8222	195	21	such	such	ADJ
spir-8222	195	22	sites?—such	sites?—such	ADJ
spir-8222	195	23	blocking	blocking	NOUN
spir-8222	195	24	may	may	AUX
spir-8222	195	25	give	give	VERB
spir-8222	195	26	the	the	DET
spir-8222	195	27	impression	impression	NOUN
spir-8222	195	28	to	to	ADP
spir-8222	195	29	searchers	searcher	NOUN
spir-8222	195	30	in	in	ADP
spir-8222	195	31	those	those	DET
spir-8222	195	32	regions	region	NOUN
spir-8222	195	33	that	that	SCONJ
spir-8222	195	34	such	such	ADJ
spir-8222	195	35	sites	site	NOUN
spir-8222	195	36	do	do	AUX
spir-8222	195	37	not	not	PART
spir-8222	195	38	exist	exist	VERB
spir-8222	195	39	or	or	CCONJ
spir-8222	195	40	that	that	SCONJ
spir-8222	195	41	the	the	DET
spir-8222	195	42	thinking	thinking	NOUN
spir-8222	195	43	they	they	PRON
spir-8222	195	44	promote	promote	VERB
spir-8222	195	45	is	be	AUX
spir-8222	195	46	non	non	ADJ
spir-8222	195	47	-	-	ADJ
spir-8222	195	48	influential	influential	ADJ
spir-8222	195	49	.	.	PUNCT
spir-8222	196	1	the	the	DET
spir-8222	196	2	effect	effect	NOUN
spir-8222	196	3	of	of	ADP
spir-8222	196	4	excluding	exclude	VERB
spir-8222	196	5	the	the	DET
spir-8222	196	6	websites	website	NOUN
spir-8222	196	7	of	of	ADP
spir-8222	196	8	anti	anti	ADJ
spir-8222	196	9	-	-	ADJ
spir-8222	196	10	semitic	semitic	ADJ
spir-8222	196	11	groups	group	NOUN
spir-8222	196	12	—	—	PUNCT
spir-8222	196	13	or	or	CCONJ
spir-8222	196	14	any	any	DET
spir-8222	196	15	category	category	NOUN
spir-8222	196	16	of	of	ADP
spir-8222	196	17	information	information	NOUN
spir-8222	196	18	—	—	PUNCT
spir-8222	196	19	from	from	ADP
spir-8222	196	20	search	search	NOUN
spir-8222	196	21	relegates	relegate	VERB
spir-8222	196	22	such	such	ADJ
spir-8222	196	23	groups	group	NOUN
spir-8222	196	24	to	to	ADP
spir-8222	196	25	their	their	PRON
spir-8222	196	26	own	own	ADJ
spir-8222	196	27	networks	network	NOUN
spir-8222	196	28	,	,	PUNCT
spir-8222	196	29	and	and	CCONJ
spir-8222	196	30	those	those	DET
spir-8222	196	31	networks	network	NOUN
spir-8222	196	32	—	—	PUNCT
spir-8222	196	33	as	as	ADP
spir-8222	196	34	barabási	barabási	NOUN
spir-8222	196	35	(	(	PUNCT
spir-8222	196	36	2002	2002	NUM
spir-8222	196	37	)	)	PUNCT
spir-8222	196	38	has	have	AUX
spir-8222	196	39	shown	show	VERB
spir-8222	196	40	with	with	ADP
spir-8222	196	41	the	the	DET
spir-8222	196	42	different	different	ADJ
spir-8222	196	43	continents	continent	NOUN
spir-8222	196	44	of	of	ADP
spir-8222	196	45	the	the	DET
spir-8222	196	46	web	web	NOUN
spir-8222	196	47	(	(	PUNCT
spir-8222	196	48	p.	p.	NOUN
spir-8222	196	49	165)—can	165)—can	NUM
spir-8222	196	50	grow	grow	VERB
spir-8222	196	51	despite	despite	SCONJ
spir-8222	196	52	being	be	AUX
spir-8222	196	53	cut	cut	VERB
spir-8222	196	54	off	off	ADP
spir-8222	196	55	from	from	ADP
spir-8222	196	56	searches	search	NOUN
spir-8222	196	57	.	.	PUNCT
spir-8222	197	1	however	however	ADV
spir-8222	197	2	,	,	PUNCT
spir-8222	197	3	by	by	ADP
spir-8222	197	4	being	be	AUX
spir-8222	197	5	disconnected	disconnect	VERB
spir-8222	197	6	from	from	ADP
spir-8222	197	7	web	web	NOUN
spir-8222	197	8	search	search	NOUN
spir-8222	197	9	,	,	PUNCT
spir-8222	197	10	the	the	DET
spir-8222	197	11	primary	primary	ADJ
spir-8222	197	12	interface	interface	NOUN
spir-8222	197	13	for	for	ADP
spir-8222	197	14	many	many	ADJ
spir-8222	197	15	web	web	NOUN
spir-8222	197	16	users	user	NOUN
spir-8222	197	17	,	,	PUNCT
spir-8222	197	18	it	it	PRON
spir-8222	197	19	is	be	AUX
spir-8222	197	20	possible	possible	ADJ
spir-8222	197	21	that	that	SCONJ
spir-8222	197	22	the	the	DET
spir-8222	197	23	growth	growth	NOUN
spir-8222	197	24	of	of	ADP
spir-8222	197	25	such	such	ADJ
spir-8222	197	26	networks	network	NOUN
spir-8222	197	27	17	17	NUM
spir-8222	197	28	could	could	AUX
spir-8222	197	29	go	go	VERB
spir-8222	197	30	unnoticed	unnoticed	ADJ
spir-8222	197	31	by	by	ADP
spir-8222	197	32	those	those	DET
spir-8222	197	33	users	user	NOUN
spir-8222	197	34	,	,	PUNCT
spir-8222	197	35	thus	thus	ADV
spir-8222	197	36	masking	mask	VERB
spir-8222	197	37	the	the	DET
spir-8222	197	38	extent	extent	NOUN
spir-8222	197	39	of	of	ADP
spir-8222	197	40	the	the	DET
spir-8222	197	41	problem	problem	NOUN
spir-8222	197	42	represented	represent	VERB
spir-8222	197	43	by	by	ADP
spir-8222	197	44	such	such	ADJ
spir-8222	197	45	thinking	thinking	NOUN
spir-8222	197	46	and	and	CCONJ
spir-8222	197	47	slowing	slow	VERB
spir-8222	197	48	potential	potential	ADJ
spir-8222	197	49	interventions	intervention	NOUN
spir-8222	197	50	.	.	PUNCT
spir-8222	198	1	in	in	ADP
spir-8222	198	2	the	the	DET
spir-8222	198	3	second	second	ADJ
spir-8222	198	4	case	case	NOUN
spir-8222	198	5	,	,	PUNCT
spir-8222	198	6	personal	personal	ADJ
spir-8222	198	7	searches	search	NOUN
spir-8222	198	8	could	could	AUX
spir-8222	198	9	obscure	obscure	VERB
spir-8222	198	10	or	or	CCONJ
spir-8222	198	11	deemphasize	deemphasize	VERB
spir-8222	198	12	contrary	contrary	ADJ
spir-8222	198	13	views	view	NOUN
spir-8222	198	14	if	if	SCONJ
spir-8222	198	15	such	such	ADJ
spir-8222	198	16	views	view	NOUN
spir-8222	198	17	are	be	AUX
spir-8222	198	18	determined	determine	VERB
spir-8222	198	19	by	by	ADP
spir-8222	198	20	the	the	DET
spir-8222	198	21	personalization	personalization	NOUN
spir-8222	198	22	algorithm	algorithm	NOUN
spir-8222	198	23	to	to	PART
spir-8222	198	24	be	be	AUX
spir-8222	198	25	outside	outside	ADP
spir-8222	198	26	of	of	ADP
spir-8222	198	27	a	a	DET
spir-8222	198	28	user	user	NOUN
spir-8222	198	29	's	's	PART
spir-8222	198	30	preferences	preference	NOUN
spir-8222	198	31	.	.	PUNCT
spir-8222	199	1	for	for	ADP
spir-8222	199	2	example	example	NOUN
spir-8222	199	3	,	,	PUNCT
spir-8222	199	4	a	a	DET
spir-8222	199	5	personalized	personalized	ADJ
spir-8222	199	6	search	search	NOUN
spir-8222	199	7	for	for	ADP
spir-8222	199	8	a	a	DET
spir-8222	199	9	political	political	ADJ
spir-8222	199	10	figure	figure	NOUN
spir-8222	199	11	that	that	PRON
spir-8222	199	12	primarily	primarily	ADV
spir-8222	199	13	delivered	deliver	VERB
spir-8222	199	14	results	result	NOUN
spir-8222	199	15	that	that	PRON
spir-8222	199	16	were	be	AUX
spir-8222	199	17	deemed	deem	VERB
spir-8222	199	18	to	to	PART
spir-8222	199	19	support	support	VERB
spir-8222	199	20	the	the	DET
spir-8222	199	21	users	user	NOUN
spir-8222	199	22	'	'	PART
spir-8222	199	23	beliefs	belief	NOUN
spir-8222	199	24	might	might	AUX
spir-8222	199	25	reinforce	reinforce	VERB
spir-8222	199	26	those	those	DET
spir-8222	199	27	beliefs	belief	NOUN
spir-8222	199	28	by	by	ADP
spir-8222	199	29	giving	give	VERB
spir-8222	199	30	the	the	DET
spir-8222	199	31	user	user	NOUN
spir-8222	199	32	the	the	DET
spir-8222	199	33	impression	impression	NOUN
spir-8222	199	34	that	that	SCONJ
spir-8222	199	35	those	those	DET
spir-8222	199	36	beliefs	belief	NOUN
spir-8222	199	37	were	be	AUX
spir-8222	199	38	more	more	ADV
spir-8222	199	39	widespread	widespread	ADJ
spir-8222	199	40	—	—	PUNCT
spir-8222	199	41	or	or	CCONJ
spir-8222	199	42	unchallenged	unchallenged	ADJ
spir-8222	199	43	—	—	PUNCT
spir-8222	199	44	than	than	SCONJ
spir-8222	199	45	is	be	AUX
spir-8222	199	46	actually	actually	ADV
spir-8222	199	47	the	the	DET
spir-8222	199	48	case	case	NOUN
spir-8222	199	49	.	.	PUNCT
spir-8222	200	1	such	such	ADJ
spir-8222	200	2	search	search	NOUN
spir-8222	200	3	has	have	VERB
spir-8222	200	4	the	the	DET
spir-8222	200	5	potential	potential	NOUN
spir-8222	200	6	to	to	PART
spir-8222	200	7	turn	turn	VERB
spir-8222	200	8	into	into	ADP
spir-8222	200	9	an	an	DET
spir-8222	200	10	echo	echo	NOUN
spir-8222	200	11	chamber	chamber	NOUN
spir-8222	200	12	,	,	PUNCT
spir-8222	200	13	where	where	SCONJ
spir-8222	200	14	only	only	ADV
spir-8222	200	15	what	what	PRON
spir-8222	200	16	pleases	please	VERB
spir-8222	200	17	the	the	DET
spir-8222	200	18	searcher	searcher	NOUN
spir-8222	200	19	is	be	AUX
spir-8222	200	20	contained	contain	VERB
spir-8222	200	21	in	in	ADP
spir-8222	200	22	the	the	DET
spir-8222	200	23	network	network	NOUN
spir-8222	200	24	of	of	ADP
spir-8222	200	25	search	search	NOUN
spir-8222	200	26	results	result	NOUN
spir-8222	200	27	.	.	PUNCT
spir-8222	201	1	in	in	ADP
spir-8222	201	2	both	both	DET
spir-8222	201	3	cases	case	NOUN
spir-8222	201	4	,	,	PUNCT
spir-8222	201	5	the	the	DET
spir-8222	201	6	ability	ability	NOUN
spir-8222	201	7	to	to	PART
spir-8222	201	8	see	see	VERB
spir-8222	201	9	the	the	DET
spir-8222	201	10	importance	importance	NOUN
spir-8222	201	11	or	or	CCONJ
spir-8222	201	12	growth	growth	NOUN
spir-8222	201	13	of	of	ADP
spir-8222	201	14	ideas	idea	NOUN
spir-8222	201	15	obscured	obscure	VERB
spir-8222	201	16	by	by	ADP
spir-8222	201	17	these	these	DET
spir-8222	201	18	searches	search	NOUN
spir-8222	201	19	would	would	AUX
spir-8222	201	20	be	be	AUX
spir-8222	201	21	lost	lose	VERB
spir-8222	201	22	,	,	PUNCT
spir-8222	201	23	and	and	CCONJ
spir-8222	201	24	this	this	DET
spir-8222	201	25	loss	loss	NOUN
spir-8222	201	26	would	would	AUX
spir-8222	201	27	be	be	AUX
spir-8222	201	28	reinforced	reinforce	VERB
spir-8222	201	29	by	by	ADP
spir-8222	201	30	the	the	DET
spir-8222	201	31	effects	effect	NOUN
spir-8222	201	32	of	of	ADP
spir-8222	201	33	preferential	preferential	ADJ
spir-8222	201	34	attachment	attachment	NOUN
spir-8222	201	35	within	within	ADP
spir-8222	201	36	the	the	DET
spir-8222	201	37	sub	sub	NOUN
spir-8222	201	38	-	-	NOUN
spir-8222	201	39	networks	network	NOUN
spir-8222	201	40	created	create	VERB
spir-8222	201	41	around	around	ADP
spir-8222	201	42	these	these	DET
spir-8222	201	43	searches	search	NOUN
spir-8222	201	44	.	.	PUNCT
spir-8222	202	1	such	such	ADJ
spir-8222	202	2	searches	search	NOUN
spir-8222	202	3	simply	simply	ADV
spir-8222	202	4	reinforce	reinforce	VERB
spir-8222	202	5	the	the	DET
spir-8222	202	6	features	feature	NOUN
spir-8222	202	7	of	of	ADP
spir-8222	202	8	pagerank	pagerank	NOUN
spir-8222	202	9	described	describe	VERB
spir-8222	202	10	in	in	ADP
spir-8222	202	11	this	this	DET
spir-8222	202	12	analysis	analysis	NOUN
spir-8222	202	13	by	by	ADP
spir-8222	202	14	enacting	enact	VERB
spir-8222	202	15	them	they	PRON
spir-8222	202	16	in	in	ADP
spir-8222	202	17	smaller	small	ADJ
spir-8222	202	18	networks	network	NOUN
spir-8222	202	19	.	.	PUNCT
spir-8222	203	1	in	in	ADP
spir-8222	203	2	light	light	NOUN
spir-8222	203	3	of	of	ADP
spir-8222	203	4	these	these	DET
spir-8222	203	5	problems	problem	NOUN
spir-8222	203	6	,	,	PUNCT
spir-8222	203	7	users	user	NOUN
spir-8222	203	8	can	can	AUX
spir-8222	203	9	not	not	PART
spir-8222	203	10	simply	simply	ADV
spir-8222	203	11	improve	improve	VERB
spir-8222	203	12	search	search	NOUN
spir-8222	203	13	results	result	NOUN
spir-8222	203	14	by	by	ADP
spir-8222	203	15	crafting	craft	VERB
spir-8222	203	16	better	well	ADJ
spir-8222	203	17	queries	query	NOUN
spir-8222	203	18	or	or	CCONJ
spir-8222	203	19	simply	simply	ADV
spir-8222	203	20	understanding	understand	VERB
spir-8222	203	21	the	the	DET
spir-8222	203	22	limits	limit	NOUN
spir-8222	203	23	of	of	ADP
spir-8222	203	24	search	search	NOUN
spir-8222	203	25	engines	engine	NOUN
spir-8222	203	26	.	.	PUNCT
spir-8222	204	1	when	when	SCONJ
spir-8222	204	2	access	access	NOUN
spir-8222	204	3	to	to	ADP
spir-8222	204	4	networks	network	NOUN
spir-8222	204	5	is	be	AUX
spir-8222	204	6	key	key	ADJ
spir-8222	204	7	,	,	PUNCT
spir-8222	204	8	an	an	DET
spir-8222	204	9	important	important	ADJ
spir-8222	204	10	skill	skill	NOUN
spir-8222	204	11	would	would	AUX
spir-8222	204	12	be	be	AUX
spir-8222	204	13	the	the	DET
spir-8222	204	14	"	"	PUNCT
spir-8222	204	15	networking	networking	NOUN
spir-8222	204	16	"	"	PUNCT
spir-8222	204	17	ability	ability	NOUN
spir-8222	204	18	described	describe	VERB
spir-8222	204	19	by	by	ADP
spir-8222	204	20	jenkins	jenkins	PROPN
spir-8222	204	21	et	et	PROPN
spir-8222	204	22	al	al	PROPN
spir-8222	204	23	.	.	PROPN
spir-8222	204	24	(	(	PUNCT
spir-8222	204	25	2004	2004	NUM
spir-8222	204	26	)	)	PUNCT
spir-8222	204	27	.	.	PUNCT
spir-8222	205	1	the	the	DET
spir-8222	205	2	skill	skill	NOUN
spir-8222	205	3	would	would	AUX
spir-8222	205	4	lie	lie	VERB
spir-8222	205	5	not	not	PART
spir-8222	205	6	simply	simply	ADV
spir-8222	205	7	in	in	ADP
spir-8222	205	8	discovering	discover	VERB
spir-8222	205	9	static	static	ADJ
spir-8222	205	10	knowledge	knowledge	NOUN
spir-8222	205	11	,	,	PUNCT
spir-8222	205	12	but	but	CCONJ
spir-8222	205	13	discovering	discover	VERB
spir-8222	205	14	the	the	DET
spir-8222	205	15	networks	network	NOUN
spir-8222	205	16	can	can	AUX
spir-8222	205	17	point	point	VERB
spir-8222	205	18	to	to	ADP
spir-8222	205	19	or	or	CCONJ
spir-8222	205	20	accommodate	accommodate	VERB
spir-8222	205	21	the	the	DET
spir-8222	205	22	knowledge	knowledge	NOUN
spir-8222	205	23	being	be	AUX
spir-8222	205	24	sought	seek	VERB
spir-8222	205	25	.	.	PUNCT
spir-8222	206	1	in	in	ADP
spir-8222	206	2	this	this	DET
spir-8222	206	3	way	way	NOUN
spir-8222	206	4	,	,	PUNCT
spir-8222	206	5	effective	effective	ADJ
spir-8222	206	6	searching	searching	NOUN
spir-8222	206	7	should	should	AUX
spir-8222	206	8	involve	involve	VERB
spir-8222	206	9	castells	castell	NOUN
spir-8222	206	10	's	's	PART
spir-8222	206	11	(	(	PUNCT
spir-8222	206	12	2009	2009	NUM
spir-8222	206	13	)	)	PUNCT
spir-8222	206	14	"	"	PUNCT
spir-8222	206	15	switching	switch	VERB
spir-8222	206	16	,	,	PUNCT
spir-8222	206	17	"	"	PUNCT
spir-8222	206	18	bringing	bring	VERB
spir-8222	206	19	the	the	DET
spir-8222	206	20	network	network	NOUN
spir-8222	206	21	of	of	ADP
spir-8222	206	22	search	search	NOUN
spir-8222	206	23	results	result	NOUN
spir-8222	206	24	into	into	ADP
spir-8222	206	25	contact	contact	NOUN
spir-8222	206	26	with	with	ADP
spir-8222	206	27	other	other	ADJ
spir-8222	206	28	networks	network	NOUN
spir-8222	206	29	that	that	PRON
spir-8222	206	30	are	be	AUX
spir-8222	206	31	able	able	ADJ
spir-8222	206	32	to	to	PART
spir-8222	206	33	provide	provide	VERB
spir-8222	206	34	outside	outside	ADJ
spir-8222	206	35	perspectives	perspective	NOUN
spir-8222	206	36	on	on	ADP
spir-8222	206	37	those	those	DET
spir-8222	206	38	results	result	NOUN
spir-8222	206	39	that	that	PRON
spir-8222	206	40	may	may	AUX
spir-8222	206	41	not	not	PART
spir-8222	206	42	be	be	AUX
spir-8222	206	43	constrained	constrain	VERB
spir-8222	206	44	by	by	ADP
spir-8222	206	45	the	the	DET
spir-8222	206	46	same	same	ADJ
spir-8222	206	47	preferential	preferential	ADJ
spir-8222	206	48	attachments	attachment	NOUN
spir-8222	206	49	.	.	PUNCT
spir-8222	207	1	different	different	ADJ
spir-8222	207	2	networks	network	NOUN
spir-8222	207	3	will	will	AUX
spir-8222	207	4	show	show	VERB
spir-8222	207	5	their	their	PRON
spir-8222	207	6	own	own	ADJ
spir-8222	207	7	biases	bias	NOUN
spir-8222	207	8	,	,	PUNCT
spir-8222	207	9	but	but	CCONJ
spir-8222	207	10	querying	query	VERB
spir-8222	207	11	many	many	ADJ
spir-8222	207	12	different	different	ADJ
spir-8222	207	13	networks	network	NOUN
spir-8222	207	14	should	should	AUX
spir-8222	207	15	help	help	VERB
spir-8222	207	16	alleviate	alleviate	VERB
spir-8222	207	17	the	the	DET
spir-8222	207	18	effects	effect	NOUN
spir-8222	207	19	of	of	ADP
spir-8222	207	20	those	those	DET
spir-8222	207	21	biases	bias	NOUN
spir-8222	207	22	.	.	PUNCT
spir-8222	208	1	in	in	ADP
spir-8222	208	2	the	the	DET
spir-8222	208	3	case	case	NOUN
spir-8222	208	4	of	of	ADP
spir-8222	208	5	monitoring	monitor	VERB
spir-8222	208	6	the	the	DET
spir-8222	208	7	rise	rise	NOUN
spir-8222	208	8	of	of	ADP
spir-8222	208	9	hate	hate	NOUN
spir-8222	208	10	groups	group	NOUN
spir-8222	208	11	,	,	PUNCT
spir-8222	208	12	even	even	ADV
spir-8222	208	13	when	when	SCONJ
spir-8222	208	14	access	access	NOUN
spir-8222	208	15	to	to	ADP
spir-8222	208	16	that	that	DET
spir-8222	208	17	material	material	NOUN
spir-8222	208	18	is	be	AUX
spir-8222	208	19	inaccessible	inaccessible	ADJ
spir-8222	208	20	via	via	ADP
spir-8222	208	21	search	search	NOUN
spir-8222	208	22	networks	network	NOUN
spir-8222	208	23	,	,	PUNCT
spir-8222	208	24	users	user	NOUN
spir-8222	208	25	could	could	AUX
spir-8222	208	26	connect	connect	VERB
spir-8222	208	27	with	with	ADP
spir-8222	208	28	groups	group	NOUN
spir-8222	208	29	that	that	PRON
spir-8222	208	30	monitor	monitor	VERB
spir-8222	208	31	such	such	ADJ
spir-8222	208	32	activity	activity	NOUN
spir-8222	208	33	—	—	PUNCT
spir-8222	208	34	as	as	ADP
spir-8222	208	35	the	the	DET
spir-8222	208	36	southern	southern	ADJ
spir-8222	208	37	poverty	poverty	NOUN
spir-8222	208	38	law	law	NOUN
spir-8222	208	39	center	center	NOUN
spir-8222	208	40	<	<	X
spir-8222	208	41	splcenter.org	splcenter.org	X
spir-8222	208	42	>	>	X
spir-8222	208	43	does	do	AUX
spir-8222	208	44	with	with	ADP
spir-8222	208	45	hate	hate	NOUN
spir-8222	208	46	groups	group	NOUN
spir-8222	208	47	in	in	ADP
spir-8222	208	48	the	the	DET
spir-8222	208	49	united	united	PROPN
spir-8222	208	50	states	states	PROPN
spir-8222	208	51	.	.	PUNCT
spir-8222	209	1	this	this	DET
spir-8222	209	2	switching	switching	NOUN
spir-8222	209	3	—	—	PUNCT
spir-8222	209	4	connecting	connect	VERB
spir-8222	209	5	these	these	DET
spir-8222	209	6	two	two	NUM
spir-8222	209	7	networks	network	NOUN
spir-8222	209	8	in	in	ADP
spir-8222	209	9	order	order	NOUN
spir-8222	209	10	to	to	PART
spir-8222	209	11	"	"	PUNCT
spir-8222	209	12	disrupt	disrupt	VERB
spir-8222	209	13	dominant	dominant	ADJ
spir-8222	209	14	"	"	PUNCT
spir-8222	209	15	connections	connection	NOUN
spir-8222	209	16	that	that	PRON
spir-8222	209	17	serve	serve	VERB
spir-8222	209	18	to	to	PART
spir-8222	209	19	obscure	obscure	VERB
spir-8222	209	20	(	(	PUNCT
spir-8222	209	21	castells	castell	NOUN
spir-8222	209	22	,	,	PUNCT
spir-8222	209	23	2009	2009	NUM
spir-8222	209	24	,	,	PUNCT
spir-8222	209	25	p.	p.	NOUN
spir-8222	209	26	431)—is	431)—is	CCONJ
spir-8222	209	27	an	an	DET
spir-8222	209	28	important	important	ADJ
spir-8222	209	29	form	form	NOUN
spir-8222	209	30	of	of	ADP
spir-8222	209	31	information	information	NOUN
spir-8222	209	32	literacy	literacy	NOUN
spir-8222	209	33	.	.	PUNCT
spir-8222	210	1	similarly	similarly	ADV
spir-8222	210	2	,	,	PUNCT
spir-8222	210	3	in	in	ADP
spir-8222	210	4	the	the	DET
spir-8222	210	5	case	case	NOUN
spir-8222	210	6	of	of	ADP
spir-8222	210	7	personal	personal	ADJ
spir-8222	210	8	search	search	NOUN
spir-8222	210	9	,	,	PUNCT
spir-8222	210	10	users	user	NOUN
spir-8222	210	11	could	could	AUX
spir-8222	210	12	seek	seek	VERB
spir-8222	210	13	out	out	ADP
spir-8222	210	14	opposing	oppose	VERB
spir-8222	210	15	views	view	NOUN
spir-8222	210	16	,	,	PUNCT
spir-8222	210	17	to	to	AUX
spir-8222	210	18	both	both	PRON
spir-8222	210	19	inform	inform	VERB
spir-8222	210	20	themselves	themselves	PRON
spir-8222	210	21	and	and	CCONJ
spir-8222	210	22	understand	understand	VERB
spir-8222	210	23	the	the	DET
spir-8222	210	24	relations	relation	NOUN
spir-8222	210	25	between	between	ADP
spir-8222	210	26	different	different	ADJ
spir-8222	210	27	arguments	argument	NOUN
spir-8222	210	28	.	.	PUNCT
spir-8222	211	1	indeed	indeed	ADV
spir-8222	211	2	,	,	PUNCT
spir-8222	211	3	switching	switch	VERB
spir-8222	211	4	is	be	AUX
spir-8222	211	5	a	a	DET
spir-8222	211	6	key	key	ADJ
spir-8222	211	7	response	response	NOUN
spir-8222	211	8	to	to	ADP
spir-8222	211	9	network	network	NOUN
spir-8222	211	10	power	power	NOUN
spir-8222	211	11	,	,	PUNCT
spir-8222	211	12	a	a	DET
spir-8222	211	13	18	18	NUM
spir-8222	211	14	"	"	PUNCT
spir-8222	211	15	counterpower	counterpower	NOUN
spir-8222	211	16	"	"	PUNCT
spir-8222	211	17	(	(	PUNCT
spir-8222	211	18	castells	castell	NOUN
spir-8222	211	19	,	,	PUNCT
spir-8222	211	20	2009	2009	NUM
spir-8222	211	21	,	,	PUNCT
spir-8222	211	22	p.	p.	NOUN
spir-8222	211	23	431	431	NUM
spir-8222	211	24	)	)	PUNCT
spir-8222	211	25	to	to	ADP
spir-8222	211	26	networks	network	NOUN
spir-8222	211	27	,	,	PUNCT
spir-8222	211	28	like	like	ADP
spir-8222	211	29	those	those	PRON
spir-8222	211	30	created	create	VERB
spir-8222	211	31	by	by	ADP
spir-8222	211	32	pagerank	pagerank	NOUN
spir-8222	211	33	,	,	PUNCT
spir-8222	211	34	that	that	PRON
spir-8222	211	35	are	be	AUX
spir-8222	211	36	incomplete	incomplete	ADJ
spir-8222	211	37	representations	representation	NOUN
spir-8222	211	38	of	of	ADP
spir-8222	211	39	the	the	DET
spir-8222	211	40	information	information	NOUN
spir-8222	211	41	they	they	PRON
spir-8222	211	42	claim	claim	VERB
spir-8222	211	43	to	to	PART
spir-8222	211	44	characterize	characterize	VERB
spir-8222	211	45	.	.	PUNCT
spir-8222	212	1	in	in	ADP
spir-8222	212	2	this	this	DET
spir-8222	212	3	way	way	NOUN
spir-8222	212	4	,	,	PUNCT
spir-8222	212	5	switching	switch	VERB
spir-8222	212	6	allows	allow	NOUN
spir-8222	212	7	for	for	ADP
spir-8222	212	8	private	private	ADJ
spir-8222	212	9	information	information	NOUN
spir-8222	212	10	(	(	PUNCT
spir-8222	212	11	surowiecki	surowiecki	ADJ
spir-8222	212	12	,	,	PUNCT
spir-8222	212	13	2004	2004	NUM
spir-8222	212	14	,	,	PUNCT
spir-8222	212	15	p.	p.	NOUN
spir-8222	212	16	10	10	NUM
spir-8222	212	17	)	)	PUNCT
spir-8222	212	18	,	,	PUNCT
spir-8222	212	19	thus	thus	ADV
spir-8222	212	20	providing	provide	VERB
spir-8222	212	21	for	for	ADP
spir-8222	212	22	greater	great	ADJ
spir-8222	212	23	coverage	coverage	NOUN
spir-8222	212	24	of	of	ADP
spir-8222	212	25	crowdsourced	crowdsourced	ADJ
spir-8222	212	26	information	information	NOUN
spir-8222	212	27	,	,	PUNCT
spir-8222	212	28	and	and	CCONJ
spir-8222	212	29	in	in	ADP
spir-8222	212	30	theory	theory	NOUN
spir-8222	212	31	better	well	ADV
spir-8222	212	32	informationseeking	informationseeke	VERB
spir-8222	212	33	outcomes	outcome	NOUN
spir-8222	212	34	.	.	PUNCT
spir-8222	213	1	conclusion	conclusion	NOUN
spir-8222	213	2	like	like	ADP
spir-8222	213	3	other	other	ADJ
spir-8222	213	4	search	search	NOUN
spir-8222	213	5	algorithms	algorithm	NOUN
spir-8222	213	6	,	,	PUNCT
spir-8222	213	7	to	to	PART
spir-8222	213	8	operate	operate	VERB
spir-8222	213	9	efficiently	efficiently	ADV
spir-8222	213	10	the	the	DET
spir-8222	213	11	pagerank	pagerank	NOUN
spir-8222	213	12	algorithm	algorithm	NOUN
spir-8222	213	13	relies	rely	VERB
spir-8222	213	14	on	on	ADP
spir-8222	213	15	constructing	construct	VERB
spir-8222	213	16	the	the	DET
spir-8222	213	17	web	web	NOUN
spir-8222	213	18	in	in	ADP
spir-8222	213	19	a	a	DET
spir-8222	213	20	particular	particular	ADJ
spir-8222	213	21	way	way	NOUN
spir-8222	213	22	,	,	PUNCT
spir-8222	213	23	as	as	ADP
spir-8222	213	24	a	a	DET
spir-8222	213	25	series	series	NOUN
spir-8222	213	26	of	of	ADP
spir-8222	213	27	hubs	hub	NOUN
spir-8222	213	28	.	.	PUNCT
spir-8222	214	1	while	while	SCONJ
spir-8222	214	2	this	this	DET
spir-8222	214	3	method	method	NOUN
spir-8222	214	4	is	be	AUX
spir-8222	214	5	able	able	ADJ
spir-8222	214	6	to	to	PART
spir-8222	214	7	keep	keep	VERB
spir-8222	214	8	up	up	ADP
spir-8222	214	9	with	with	ADP
spir-8222	214	10	the	the	DET
spir-8222	214	11	rapid	rapid	ADJ
spir-8222	214	12	growth	growth	NOUN
spir-8222	214	13	of	of	ADP
spir-8222	214	14	web	web	NOUN
spir-8222	214	15	pages	page	NOUN
spir-8222	214	16	when	when	SCONJ
spir-8222	214	17	compared	compare	VERB
spir-8222	214	18	to	to	ADP
spir-8222	214	19	web	web	NOUN
spir-8222	214	20	directories	directory	NOUN
spir-8222	214	21	,	,	PUNCT
spir-8222	214	22	it	it	PRON
spir-8222	214	23	sacrifices	sacrifice	VERB
spir-8222	214	24	the	the	DET
spir-8222	214	25	individual	individual	ADJ
spir-8222	214	26	interpretive	interpretive	ADJ
spir-8222	214	27	decision	decision	NOUN
spir-8222	214	28	making	making	NOUN
spir-8222	214	29	of	of	ADP
spir-8222	214	30	the	the	DET
spir-8222	214	31	user	user	NOUN
spir-8222	214	32	and	and	CCONJ
spir-8222	214	33	replaces	replace	VERB
spir-8222	214	34	it	it	PRON
spir-8222	214	35	with	with	ADP
spir-8222	214	36	an	an	DET
spir-8222	214	37	analysis	analysis	NOUN
spir-8222	214	38	of	of	ADP
spir-8222	214	39	the	the	DET
spir-8222	214	40	network	network	NOUN
spir-8222	214	41	effects	effect	NOUN
spir-8222	214	42	present	present	ADJ
spir-8222	214	43	in	in	ADP
spir-8222	214	44	this	this	DET
spir-8222	214	45	network	network	NOUN
spir-8222	214	46	.	.	PUNCT
spir-8222	215	1	further	far	ADV
spir-8222	215	2	,	,	PUNCT
spir-8222	215	3	rather	rather	ADV
spir-8222	215	4	than	than	ADP
spir-8222	215	5	simply	simply	ADV
spir-8222	215	6	recording	record	VERB
spir-8222	215	7	the	the	DET
spir-8222	215	8	network	network	NOUN
spir-8222	215	9	,	,	PUNCT
spir-8222	215	10	it	it	PRON
spir-8222	215	11	affects	affect	VERB
spir-8222	215	12	the	the	DET
spir-8222	215	13	network	network	NOUN
spir-8222	215	14	itself	itself	PRON
spir-8222	215	15	.	.	PUNCT
spir-8222	216	1	when	when	SCONJ
spir-8222	216	2	a	a	DET
spir-8222	216	3	page	page	NOUN
spir-8222	216	4	appears	appear	VERB
spir-8222	216	5	near	near	ADP
spir-8222	216	6	the	the	DET
spir-8222	216	7	top	top	NOUN
spir-8222	216	8	of	of	ADP
spir-8222	216	9	google	google	PROPN
spir-8222	216	10	search	search	NOUN
spir-8222	216	11	results	result	NOUN
spir-8222	216	12	,	,	PUNCT
spir-8222	216	13	this	this	PRON
spir-8222	216	14	reinforces	reinforce	VERB
spir-8222	216	15	that	that	SCONJ
spir-8222	216	16	page	page	NOUN
spir-8222	216	17	's	's	PART
spir-8222	216	18	importance	importance	NOUN
spir-8222	216	19	as	as	ADP
spir-8222	216	20	a	a	DET
spir-8222	216	21	hub	hub	NOUN
spir-8222	216	22	,	,	PUNCT
spir-8222	216	23	thus	thus	ADV
spir-8222	216	24	tending	tend	VERB
spir-8222	216	25	to	to	PART
spir-8222	216	26	cause	cause	VERB
spir-8222	216	27	the	the	DET
spir-8222	216	28	page	page	NOUN
spir-8222	216	29	to	to	PART
spir-8222	216	30	acquire	acquire	VERB
spir-8222	216	31	more	more	ADJ
spir-8222	216	32	links	link	NOUN
spir-8222	216	33	through	through	ADP
spir-8222	216	34	preferential	preferential	ADJ
spir-8222	216	35	attachment	attachment	NOUN
spir-8222	216	36	.	.	PUNCT
spir-8222	217	1	pagerank	pagerank	NOUN
spir-8222	217	2	,	,	PUNCT
spir-8222	217	3	by	by	ADP
spir-8222	217	4	identifying	identify	VERB
spir-8222	217	5	and	and	CCONJ
spir-8222	217	6	reinforcing	reinforce	VERB
spir-8222	217	7	the	the	DET
spir-8222	217	8	hub	hub	NOUN
spir-8222	217	9	-	-	PUNCT
spir-8222	217	10	structure	structure	NOUN
spir-8222	217	11	of	of	ADP
spir-8222	217	12	the	the	DET
spir-8222	217	13	web	web	NOUN
spir-8222	217	14	and	and	CCONJ
spir-8222	217	15	limiting	limit	VERB
spir-8222	217	16	the	the	DET
spir-8222	217	17	agency	agency	NOUN
spir-8222	217	18	of	of	ADP
spir-8222	217	19	users	user	NOUN
spir-8222	217	20	in	in	ADP
spir-8222	217	21	determining	determine	VERB
spir-8222	217	22	value	value	NOUN
spir-8222	217	23	,	,	PUNCT
spir-8222	217	24	has	have	VERB
spir-8222	217	25	a	a	DET
spir-8222	217	26	powerful	powerful	ADJ
spir-8222	217	27	role	role	NOUN
spir-8222	217	28	in	in	ADP
spir-8222	217	29	creating	create	VERB
spir-8222	217	30	hubs	hub	NOUN
spir-8222	217	31	on	on	ADP
spir-8222	217	32	the	the	DET
spir-8222	217	33	net	net	NOUN
spir-8222	217	34	,	,	PUNCT
spir-8222	217	35	effectively	effectively	ADV
spir-8222	217	36	programming	program	VERB
spir-8222	217	37	the	the	DET
spir-8222	217	38	primary	primary	ADJ
spir-8222	217	39	version	version	NOUN
spir-8222	217	40	of	of	ADP
spir-8222	217	41	the	the	DET
spir-8222	217	42	network	network	NOUN
spir-8222	217	43	that	that	SCONJ
spir-8222	217	44	many	many	ADJ
spir-8222	217	45	users	user	NOUN
spir-8222	217	46	interact	interact	VERB
spir-8222	217	47	with	with	ADP
spir-8222	217	48	.	.	PUNCT
spir-8222	218	1	this	this	PRON
spir-8222	218	2	is	be	AUX
spir-8222	218	3	also	also	ADV
spir-8222	218	4	true	true	ADJ
spir-8222	218	5	of	of	ADP
spir-8222	218	6	sub	sub	NOUN
spir-8222	218	7	-	-	NOUN
spir-8222	218	8	networks	network	NOUN
spir-8222	218	9	generated	generate	VERB
spir-8222	218	10	by	by	ADP
spir-8222	218	11	google	google	PROPN
spir-8222	218	12	's	's	PART
spir-8222	218	13	localization	localization	NOUN
spir-8222	218	14	and	and	CCONJ
spir-8222	218	15	personalization	personalization	NOUN
spir-8222	218	16	features	feature	NOUN
spir-8222	218	17	.	.	PUNCT
spir-8222	219	1	while	while	SCONJ
spir-8222	219	2	there	there	PRON
spir-8222	219	3	has	have	AUX
spir-8222	219	4	been	be	AUX
spir-8222	219	5	great	great	ADJ
spir-8222	219	6	utility	utility	NOUN
spir-8222	219	7	in	in	ADP
spir-8222	219	8	this	this	DET
spir-8222	219	9	structure	structure	NOUN
spir-8222	219	10	,	,	PUNCT
spir-8222	219	11	users	user	NOUN
spir-8222	219	12	should	should	AUX
spir-8222	219	13	not	not	PART
spir-8222	219	14	simply	simply	ADV
spir-8222	219	15	accept	accept	VERB
spir-8222	219	16	it	it	PRON
spir-8222	219	17	as	as	ADP
spir-8222	219	18	being	be	AUX
spir-8222	219	19	a	a	DET
spir-8222	219	20	stand	stand	NOUN
spir-8222	219	21	-	-	PUNCT
spir-8222	219	22	in	in	NOUN
spir-8222	219	23	for	for	ADP
spir-8222	219	24	quality	quality	NOUN
spir-8222	219	25	,	,	PUNCT
spir-8222	219	26	as	as	SCONJ
spir-8222	219	27	brin	brin	NOUN
spir-8222	219	28	and	and	CCONJ
spir-8222	219	29	page	page	NOUN
spir-8222	219	30	(	(	PUNCT
spir-8222	219	31	1998	1998	NUM
spir-8222	219	32	,	,	PUNCT
spir-8222	219	33	p.	p.	NOUN
spir-8222	219	34	107	107	NUM
spir-8222	219	35	)	)	PUNCT
spir-8222	219	36	argue	argue	VERB
spir-8222	219	37	,	,	PUNCT
spir-8222	219	38	but	but	CCONJ
spir-8222	219	39	should	should	AUX
spir-8222	219	40	both	both	PRON
spir-8222	219	41	recognize	recognize	VERB
spir-8222	219	42	the	the	DET
spir-8222	219	43	function	function	NOUN
spir-8222	219	44	of	of	ADP
spir-8222	219	45	the	the	DET
spir-8222	219	46	algorithm	algorithm	NOUN
spir-8222	219	47	in	in	ADP
spir-8222	219	48	programming	program	VERB
spir-8222	219	49	this	this	DET
spir-8222	219	50	version	version	NOUN
spir-8222	219	51	of	of	ADP
spir-8222	219	52	the	the	DET
spir-8222	219	53	network	network	NOUN
spir-8222	219	54	and	and	CCONJ
spir-8222	219	55	identify	identify	VERB
spir-8222	219	56	those	those	DET
spir-8222	219	57	instances	instance	NOUN
spir-8222	219	58	where	where	SCONJ
spir-8222	219	59	this	this	DET
spir-8222	219	60	program	program	NOUN
spir-8222	219	61	can	can	AUX
spir-8222	219	62	actually	actually	ADV
spir-8222	219	63	conflict	conflict	VERB
spir-8222	219	64	with	with	ADP
spir-8222	219	65	the	the	DET
spir-8222	219	66	identification	identification	NOUN
spir-8222	219	67	of	of	ADP
spir-8222	219	68	quality	quality	NOUN
spir-8222	219	69	information	information	NOUN
spir-8222	219	70	.	.	PUNCT
spir-8222	220	1	while	while	SCONJ
spir-8222	220	2	this	this	DET
spir-8222	220	3	paper	paper	NOUN
spir-8222	220	4	is	be	AUX
spir-8222	220	5	merely	merely	ADV
spir-8222	220	6	the	the	DET
spir-8222	220	7	beginning	beginning	NOUN
spir-8222	220	8	of	of	ADP
spir-8222	220	9	a	a	DET
spir-8222	220	10	longer	long	ADJ
spir-8222	220	11	inquiry	inquiry	NOUN
spir-8222	220	12	into	into	ADP
spir-8222	220	13	the	the	DET
spir-8222	220	14	effects	effect	NOUN
spir-8222	220	15	of	of	ADP
spir-8222	220	16	algorithms	algorithm	NOUN
spir-8222	220	17	on	on	ADP
spir-8222	220	18	users	user	NOUN
spir-8222	220	19	,	,	PUNCT
spir-8222	220	20	here	here	ADV
spir-8222	220	21	i	i	PRON
spir-8222	220	22	have	have	AUX
spir-8222	220	23	suggested	suggest	VERB
spir-8222	220	24	that	that	SCONJ
spir-8222	220	25	,	,	PUNCT
spir-8222	220	26	given	give	VERB
spir-8222	220	27	the	the	DET
spir-8222	220	28	networked	networked	ADJ
spir-8222	220	29	nature	nature	NOUN
spir-8222	220	30	of	of	ADP
spir-8222	220	31	this	this	DET
spir-8222	220	32	information	information	NOUN
spir-8222	220	33	,	,	PUNCT
spir-8222	220	34	the	the	DET
spir-8222	220	35	most	most	ADV
spir-8222	220	36	effective	effective	ADJ
spir-8222	220	37	user	user	NOUN
spir-8222	220	38	response	response	NOUN
spir-8222	220	39	is	be	AUX
spir-8222	220	40	to	to	PART
spir-8222	220	41	engage	engage	VERB
spir-8222	220	42	in	in	ADP
spir-8222	220	43	switching	switching	NOUN
spir-8222	220	44	,	,	PUNCT
spir-8222	220	45	or	or	CCONJ
spir-8222	220	46	bringing	bring	VERB
spir-8222	220	47	multiple	multiple	ADJ
spir-8222	220	48	networks	network	NOUN
spir-8222	220	49	into	into	ADP
spir-8222	220	50	contact	contact	NOUN
spir-8222	220	51	in	in	ADP
spir-8222	220	52	order	order	NOUN
spir-8222	220	53	to	to	PART
spir-8222	220	54	counteract	counteract	VERB
spir-8222	220	55	the	the	DET
spir-8222	220	56	biases	bias	NOUN
spir-8222	220	57	of	of	ADP
spir-8222	220	58	"	"	PUNCT
spir-8222	220	59	dominant	dominant	ADJ
spir-8222	220	60	"	"	PUNCT
spir-8222	220	61	connections	connection	NOUN
spir-8222	220	62	(	(	PUNCT
spir-8222	220	63	castells	castell	NOUN
spir-8222	220	64	,	,	PUNCT
spir-8222	220	65	2009	2009	NUM
spir-8222	220	66	,	,	PUNCT
spir-8222	220	67	p.	p.	NOUN
spir-8222	220	68	431	431	NUM
spir-8222	220	69	)	)	PUNCT
spir-8222	220	70	that	that	PRON
spir-8222	220	71	exist	exist	VERB
spir-8222	220	72	in	in	ADP
spir-8222	220	73	more	more	ADV
spir-8222	220	74	powerful	powerful	ADJ
spir-8222	220	75	networks	network	NOUN
spir-8222	220	76	.	.	PUNCT
spir-8222	221	1	this	this	DET
spir-8222	221	2	view	view	NOUN
spir-8222	221	3	of	of	ADP
spir-8222	221	4	search	search	NOUN
spir-8222	221	5	algorithms	algorithm	NOUN
spir-8222	221	6	could	could	AUX
spir-8222	221	7	open	open	VERB
spir-8222	221	8	some	some	DET
spir-8222	221	9	new	new	ADJ
spir-8222	221	10	areas	area	NOUN
spir-8222	221	11	for	for	ADP
spir-8222	221	12	research	research	NOUN
spir-8222	221	13	in	in	ADP
spir-8222	221	14	this	this	DET
spir-8222	221	15	field	field	NOUN
spir-8222	221	16	.	.	PUNCT
spir-8222	222	1	first	first	ADV
spir-8222	222	2	,	,	PUNCT
spir-8222	222	3	researchers	researcher	NOUN
spir-8222	222	4	could	could	AUX
spir-8222	222	5	examine	examine	VERB
spir-8222	222	6	search	search	NOUN
spir-8222	222	7	results	result	NOUN
spir-8222	222	8	not	not	PART
spir-8222	222	9	simply	simply	ADV
spir-8222	222	10	as	as	ADP
spir-8222	222	11	lists	list	NOUN
spir-8222	222	12	of	of	ADP
spir-8222	222	13	ranked	rank	VERB
spir-8222	222	14	pages	page	NOUN
spir-8222	222	15	,	,	PUNCT
spir-8222	222	16	19	19	NUM
spir-8222	222	17	but	but	CCONJ
spir-8222	222	18	rather	rather	ADV
spir-8222	222	19	as	as	ADP
spir-8222	222	20	networks	network	NOUN
spir-8222	222	21	generated	generate	VERB
spir-8222	222	22	in	in	ADP
spir-8222	222	23	response	response	NOUN
spir-8222	222	24	to	to	ADP
spir-8222	222	25	particular	particular	ADJ
spir-8222	222	26	search	search	NOUN
spir-8222	222	27	queries	query	NOUN
spir-8222	222	28	.	.	PUNCT
spir-8222	223	1	while	while	SCONJ
spir-8222	223	2	we	we	PRON
spir-8222	223	3	are	be	AUX
spir-8222	223	4	aware	aware	ADJ
spir-8222	223	5	of	of	ADP
spir-8222	223	6	localization	localization	NOUN
spir-8222	223	7	and	and	CCONJ
spir-8222	223	8	personalization	personalization	NOUN
spir-8222	223	9	,	,	PUNCT
spir-8222	223	10	we	we	PRON
spir-8222	223	11	know	know	VERB
spir-8222	223	12	little	little	ADJ
spir-8222	223	13	about	about	ADP
spir-8222	223	14	the	the	DET
spir-8222	223	15	actual	actual	ADJ
spir-8222	223	16	effects	effect	NOUN
spir-8222	223	17	of	of	ADP
spir-8222	223	18	these	these	DET
spir-8222	223	19	features	feature	NOUN
spir-8222	223	20	.	.	PUNCT
spir-8222	224	1	evans	evans	PROPN
spir-8222	224	2	(	(	PUNCT
spir-8222	224	3	2007	2007	NUM
spir-8222	224	4	)	)	PUNCT
spir-8222	224	5	has	have	AUX
spir-8222	224	6	attempted	attempt	VERB
spir-8222	224	7	to	to	PART
spir-8222	224	8	examine	examine	VERB
spir-8222	224	9	search	search	NOUN
spir-8222	224	10	results	result	NOUN
spir-8222	224	11	by	by	ADP
spir-8222	224	12	seeing	see	VERB
spir-8222	224	13	how	how	SCONJ
spir-8222	224	14	sites	site	NOUN
spir-8222	224	15	with	with	ADP
spir-8222	224	16	particular	particular	ADJ
spir-8222	224	17	search	search	NOUN
spir-8222	224	18	engine	engine	NOUN
spir-8222	224	19	optimization	optimization	NOUN
spir-8222	224	20	(	(	PUNCT
spir-8222	224	21	seo	seo	NOUN
spir-8222	224	22	)	)	PUNCT
spir-8222	224	23	enhancements	enhancement	NOUN
spir-8222	224	24	are	be	AUX
spir-8222	224	25	ranked	rank	VERB
spir-8222	224	26	by	by	ADP
spir-8222	224	27	google	google	PROPN
spir-8222	224	28	.	.	PUNCT
spir-8222	225	1	similarly	similarly	ADV
spir-8222	225	2	,	,	PUNCT
spir-8222	225	3	an	an	DET
spir-8222	225	4	analysis	analysis	NOUN
spir-8222	225	5	of	of	ADP
spir-8222	225	6	the	the	DET
spir-8222	225	7	network	network	NOUN
spir-8222	225	8	connections	connection	NOUN
spir-8222	225	9	—	—	PUNCT
spir-8222	225	10	or	or	CCONJ
spir-8222	225	11	lack	lack	NOUN
spir-8222	225	12	thereof	thereof	ADV
spir-8222	225	13	—	—	PUNCT
spir-8222	225	14	between	between	ADP
spir-8222	225	15	items	item	NOUN
spir-8222	225	16	in	in	ADP
spir-8222	225	17	a	a	DET
spir-8222	225	18	list	list	NOUN
spir-8222	225	19	of	of	ADP
spir-8222	225	20	search	search	NOUN
spir-8222	225	21	results	result	NOUN
spir-8222	225	22	could	could	AUX
spir-8222	225	23	offer	offer	VERB
spir-8222	225	24	insight	insight	NOUN
spir-8222	225	25	into	into	ADP
spir-8222	225	26	how	how	SCONJ
spir-8222	225	27	google	google	NOUN
spir-8222	225	28	's	's	PART
spir-8222	225	29	algorithms	algorithm	NOUN
spir-8222	225	30	work	work	VERB
spir-8222	225	31	and	and	CCONJ
spir-8222	225	32	the	the	DET
spir-8222	225	33	type	type	NOUN
spir-8222	225	34	of	of	ADP
spir-8222	225	35	coverage	coverage	NOUN
spir-8222	225	36	they	they	PRON
spir-8222	225	37	offer	offer	VERB
spir-8222	225	38	.	.	PUNCT
spir-8222	226	1	comparing	compare	VERB
spir-8222	226	2	the	the	DET
spir-8222	226	3	coverage	coverage	NOUN
spir-8222	226	4	of	of	ADP
spir-8222	226	5	such	such	ADJ
spir-8222	226	6	networks	network	NOUN
spir-8222	226	7	to	to	ADP
spir-8222	226	8	those	those	PRON
spir-8222	226	9	generated	generate	VERB
spir-8222	226	10	by	by	ADP
spir-8222	226	11	other	other	ADJ
spir-8222	226	12	search	search	NOUN
spir-8222	226	13	terms	term	NOUN
spir-8222	226	14	or	or	CCONJ
spir-8222	226	15	affected	affect	VERB
spir-8222	226	16	by	by	ADP
spir-8222	226	17	localization	localization	NOUN
spir-8222	226	18	or	or	CCONJ
spir-8222	226	19	personalization	personalization	NOUN
spir-8222	226	20	could	could	AUX
spir-8222	226	21	yield	yield	VERB
spir-8222	226	22	valuable	valuable	ADJ
spir-8222	226	23	information	information	NOUN
spir-8222	226	24	about	about	ADP
spir-8222	226	25	how	how	SCONJ
spir-8222	226	26	these	these	PRON
spir-8222	226	27	features	feature	VERB
spir-8222	226	28	impact	impact	NOUN
spir-8222	226	29	search	search	NOUN
spir-8222	226	30	results	result	NOUN
spir-8222	226	31	.	.	PUNCT
spir-8222	227	1	further	far	ADV
spir-8222	227	2	,	,	PUNCT
spir-8222	227	3	an	an	DET
spir-8222	227	4	investigation	investigation	NOUN
spir-8222	227	5	of	of	ADP
spir-8222	227	6	other	other	ADJ
spir-8222	227	7	network	network	NOUN
spir-8222	227	8	effects	effect	NOUN
spir-8222	227	9	,	,	PUNCT
spir-8222	227	10	such	such	ADJ
spir-8222	227	11	as	as	ADP
spir-8222	227	12	those	those	PRON
spir-8222	227	13	outlined	outline	VERB
spir-8222	227	14	by	by	ADP
spir-8222	227	15	o'reilly	o'reilly	PROPN
spir-8222	227	16	(	(	PUNCT
spir-8222	227	17	2005	2005	NUM
spir-8222	227	18	)	)	PUNCT
spir-8222	227	19	in	in	ADP
spir-8222	227	20	his	his	PRON
spir-8222	227	21	description	description	NOUN
spir-8222	227	22	of	of	ADP
spir-8222	227	23	web	web	NOUN
spir-8222	227	24	2.0	2.0	NUM
spir-8222	227	25	would	would	AUX
spir-8222	227	26	be	be	AUX
spir-8222	227	27	beneficial	beneficial	ADJ
spir-8222	227	28	for	for	ADP
spir-8222	227	29	understanding	understand	VERB
spir-8222	227	30	how	how	SCONJ
spir-8222	227	31	the	the	DET
spir-8222	227	32	networks	network	NOUN
spir-8222	227	33	created	create	VERB
spir-8222	227	34	by	by	ADP
spir-8222	227	35	search	search	NOUN
spir-8222	227	36	algorithms	algorithm	NOUN
spir-8222	227	37	affect	affect	VERB
spir-8222	227	38	users	user	NOUN
spir-8222	227	39	.	.	PUNCT
spir-8222	228	1	for	for	ADP
spir-8222	228	2	example	example	NOUN
spir-8222	228	3	,	,	PUNCT
spir-8222	228	4	the	the	DET
spir-8222	228	5	role	role	NOUN
spir-8222	228	6	of	of	ADP
spir-8222	228	7	"	"	PUNCT
spir-8222	228	8	user	user	NOUN
spir-8222	228	9	contributions	contribution	NOUN
spir-8222	228	10	"	"	PUNCT
spir-8222	228	11	(	(	PUNCT
spir-8222	228	12	o'reilly	o'reilly	ADV
spir-8222	228	13	,	,	PUNCT
spir-8222	228	14	2005	2005	NUM
spir-8222	228	15	)	)	PUNCT
spir-8222	228	16	and	and	CCONJ
spir-8222	228	17	their	their	PRON
spir-8222	228	18	affect	affect	NOUN
spir-8222	228	19	on	on	ADP
spir-8222	228	20	the	the	DET
spir-8222	228	21	creation	creation	NOUN
spir-8222	228	22	of	of	ADP
spir-8222	228	23	these	these	DET
spir-8222	228	24	networks	network	NOUN
spir-8222	228	25	is	be	AUX
spir-8222	228	26	an	an	DET
spir-8222	228	27	important	important	ADJ
spir-8222	228	28	one	one	NOUN
spir-8222	228	29	that	that	PRON
spir-8222	228	30	should	should	AUX
spir-8222	228	31	be	be	AUX
spir-8222	228	32	examined	examine	VERB
spir-8222	228	33	.	.	PUNCT
spir-8222	229	1	finally	finally	ADV
spir-8222	229	2	,	,	PUNCT
spir-8222	229	3	a	a	DET
spir-8222	229	4	fruitful	fruitful	ADJ
spir-8222	229	5	area	area	NOUN
spir-8222	229	6	for	for	ADP
spir-8222	229	7	information	information	NOUN
spir-8222	229	8	-	-	PUNCT
spir-8222	229	9	literacy	literacy	NOUN
spir-8222	229	10	research	research	NOUN
spir-8222	229	11	would	would	AUX
spir-8222	229	12	be	be	AUX
spir-8222	229	13	the	the	DET
spir-8222	229	14	studies	study	NOUN
spir-8222	229	15	of	of	ADP
spir-8222	229	16	actual	actual	ADJ
spir-8222	229	17	users	user	NOUN
spir-8222	229	18	'	'	PART
spir-8222	229	19	switching	switching	NOUN
spir-8222	229	20	habits	habit	NOUN
spir-8222	229	21	and	and	CCONJ
spir-8222	229	22	how	how	SCONJ
spir-8222	229	23	those	those	DET
spir-8222	229	24	users	user	NOUN
spir-8222	229	25	cope	cope	VERB
spir-8222	229	26	with	with	ADP
spir-8222	229	27	search	search	NOUN
spir-8222	229	28	limitations	limitation	NOUN
spir-8222	229	29	in	in	ADP
spir-8222	229	30	information	information	NOUN
spir-8222	229	31	-	-	PUNCT
spir-8222	229	32	seeking	seeking	NOUN
spir-8222	229	33	.	.	PUNCT
spir-8222	230	1	such	such	ADJ
spir-8222	230	2	research	research	NOUN
spir-8222	230	3	is	be	AUX
spir-8222	230	4	necessary	necessary	ADJ
spir-8222	230	5	,	,	PUNCT
spir-8222	230	6	for	for	ADP
spir-8222	230	7	this	this	DET
spir-8222	230	8	analysis	analysis	NOUN
spir-8222	230	9	has	have	AUX
spir-8222	230	10	only	only	ADV
spir-8222	230	11	introduced	introduce	VERB
spir-8222	230	12	the	the	DET
spir-8222	230	13	possibility	possibility	NOUN
spir-8222	230	14	of	of	ADP
spir-8222	230	15	these	these	DET
spir-8222	230	16	effects	effect	NOUN
spir-8222	230	17	on	on	ADP
spir-8222	230	18	search	search	NOUN
spir-8222	230	19	results	result	NOUN
spir-8222	230	20	.	.	PUNCT
spir-8222	231	1	we	we	PRON
spir-8222	231	2	need	need	VERB
spir-8222	231	3	a	a	DET
spir-8222	231	4	greater	great	ADJ
spir-8222	231	5	understanding	understanding	NOUN
spir-8222	231	6	of	of	ADP
spir-8222	231	7	how	how	SCONJ
spir-8222	231	8	actual	actual	ADJ
spir-8222	231	9	searches	search	NOUN
spir-8222	231	10	impact	impact	VERB
spir-8222	231	11	users	user	NOUN
spir-8222	231	12	in	in	ADP
spir-8222	231	13	order	order	NOUN
spir-8222	231	14	to	to	PART
spir-8222	231	15	inform	inform	VERB
spir-8222	231	16	greater	great	ADJ
spir-8222	231	17	search	search	NOUN
spir-8222	231	18	and	and	CCONJ
spir-8222	231	19	information	information	NOUN
spir-8222	231	20	-	-	PUNCT
spir-8222	231	21	literacy	literacy	NOUN
spir-8222	231	22	initiatives	initiative	NOUN
spir-8222	231	23	.	.	PUNCT
spir-8222	232	1	acknowledgments	acknowledgment	NOUN
spir-8222	232	2	this	this	DET
spir-8222	232	3	research	research	NOUN
spir-8222	232	4	was	be	AUX
spir-8222	232	5	sponsored	sponsor	VERB
spir-8222	232	6	in	in	ADP
spir-8222	232	7	part	part	NOUN
spir-8222	232	8	by	by	ADP
spir-8222	232	9	grants	grant	NOUN
spir-8222	232	10	from	from	ADP
spir-8222	232	11	the	the	DET
spir-8222	232	12	west	west	PROPN
spir-8222	232	13	virginia	virginia	PROPN
spir-8222	232	14	university	university	PROPN
spir-8222	232	15	office	office	NOUN
spir-8222	232	16	of	of	ADP
spir-8222	232	17	the	the	DET
spir-8222	232	18	provost	provost	NOUN
spir-8222	232	19	and	and	CCONJ
spir-8222	232	20	the	the	DET
spir-8222	232	21	faculty	faculty	NOUN
spir-8222	232	22	development	development	NOUN
spir-8222	232	23	grant	grant	PROPN
spir-8222	232	24	program	program	NOUN
spir-8222	232	25	.	.	PUNCT
spir-8222	233	1	the	the	DET
spir-8222	233	2	author	author	NOUN
spir-8222	233	3	would	would	AUX
spir-8222	233	4	like	like	VERB
spir-8222	233	5	to	to	PART
spir-8222	233	6	thank	thank	VERB
spir-8222	233	7	the	the	DET
spir-8222	233	8	editors	editor	NOUN
spir-8222	233	9	and	and	CCONJ
spir-8222	233	10	reviewers	reviewer	NOUN
spir-8222	233	11	of	of	ADP
spir-8222	233	12	spir	spir	NOUN
spir-8222	233	13	for	for	ADP
spir-8222	233	14	their	their	PRON
spir-8222	233	15	helpful	helpful	ADJ
spir-8222	233	16	feedback	feedback	NOUN
spir-8222	233	17	during	during	ADP
spir-8222	233	18	the	the	DET
spir-8222	233	19	revision	revision	NOUN
spir-8222	233	20	process	process	NOUN
spir-8222	233	21	for	for	ADP
spir-8222	233	22	this	this	DET
spir-8222	233	23	paper	paper	NOUN
spir-8222	233	24	.	.	PUNCT
spir-8222	234	1	references	reference	NOUN
spir-8222	234	2	barabási	barabási	NOUN
spir-8222	234	3	,	,	PUNCT
spir-8222	234	4	albert	albert	NOUN
spir-8222	234	5	-	-	PUNCT
spir-8222	234	6	lászló	lászló	PROPN
spir-8222	234	7	(	(	PUNCT
spir-8222	234	8	2002	2002	NUM
spir-8222	234	9	)	)	PUNCT
spir-8222	234	10	.	.	PUNCT
spir-8222	235	1	linked	link	VERB
spir-8222	235	2	:	:	PUNCT
spir-8222	235	3	the	the	DET
spir-8222	235	4	new	new	ADJ
spir-8222	235	5	science	science	NOUN
spir-8222	235	6	of	of	ADP
spir-8222	235	7	networks	network	NOUN
spir-8222	235	8	.	.	PUNCT
spir-8222	236	1	cambridge	cambridge	PROPN
spir-8222	236	2	,	,	PUNCT
spir-8222	236	3	ma	ma	PROPN
spir-8222	236	4	:	:	PUNCT
spir-8222	236	5	perseus	perseus	NOUN
spir-8222	236	6	.	.	PUNCT
spir-8222	237	1	brin	brin	PROPN
spir-8222	237	2	,	,	PUNCT
spir-8222	237	3	sergey	sergey	PROPN
spir-8222	237	4	,	,	PUNCT
spir-8222	237	5	&	&	CCONJ
spir-8222	237	6	page	page	NOUN
spir-8222	237	7	,	,	PUNCT
spir-8222	237	8	lawrence	lawrence	PROPN
spir-8222	237	9	(	(	PUNCT
spir-8222	237	10	1998	1998	NUM
spir-8222	237	11	)	)	PUNCT
spir-8222	237	12	.	.	PUNCT
spir-8222	238	1	the	the	DET
spir-8222	238	2	anatomy	anatomy	NOUN
spir-8222	238	3	of	of	ADP
spir-8222	238	4	a	a	DET
spir-8222	238	5	large	large	ADJ
spir-8222	238	6	-	-	PUNCT
spir-8222	238	7	scale	scale	NOUN
spir-8222	238	8	hypertextual	hypertextual	ADJ
spir-8222	238	9	web	web	NOUN
spir-8222	238	10	search	search	NOUN
spir-8222	238	11	engine	engine	NOUN
spir-8222	238	12	.	.	PUNCT
spir-8222	239	1	computer	computer	NOUN
spir-8222	239	2	networks	network	NOUN
spir-8222	239	3	and	and	CCONJ
spir-8222	239	4	isdn	isdn	PROPN
spir-8222	239	5	systems	system	NOUN
spir-8222	239	6	30	30	NUM
spir-8222	239	7	,	,	PUNCT
spir-8222	239	8	107–117	107–117	NUM
spir-8222	239	9	.	.	NOUN
spir-8222	239	10	20	20	NUM
spir-8222	239	11	castells	castell	NOUN
spir-8222	239	12	,	,	PUNCT
spir-8222	239	13	manuel	manuel	NOUN
spir-8222	239	14	(	(	PUNCT
spir-8222	239	15	2000	2000	NUM
spir-8222	239	16	)	)	PUNCT
spir-8222	239	17	.	.	PUNCT
spir-8222	240	1	the	the	DET
spir-8222	240	2	rise	rise	NOUN
spir-8222	240	3	of	of	ADP
spir-8222	240	4	the	the	DET
spir-8222	240	5	network	network	NOUN
spir-8222	240	6	society	society	NOUN
spir-8222	240	7	(	(	PUNCT
spir-8222	240	8	2nd	2nd	ADJ
spir-8222	240	9	ed	ed	NOUN
spir-8222	240	10	.	.	PUNCT
spir-8222	240	11	)	)	PUNCT
spir-8222	240	12	.	.	PUNCT
spir-8222	241	1	oxford	oxford	NOUN
spir-8222	241	2	:	:	PUNCT
spir-8222	242	1	blackwell	blackwell	PROPN
spir-8222	242	2	.	.	PUNCT
spir-8222	243	1	castells	castells	PROPN
spir-8222	243	2	,	,	PUNCT
spir-8222	243	3	manuel	manuel	NOUN
spir-8222	243	4	(	(	PUNCT
spir-8222	243	5	2009	2009	NUM
spir-8222	243	6	)	)	PUNCT
spir-8222	243	7	.	.	PUNCT
spir-8222	244	1	communication	communication	NOUN
spir-8222	244	2	power	power	NOUN
spir-8222	244	3	.	.	PUNCT
spir-8222	245	1	oxford	oxford	NOUN
spir-8222	245	2	:	:	PUNCT
spir-8222	245	3	oxford	oxford	VERB
spir-8222	245	4	up	up	ADP
spir-8222	245	5	.	.	PUNCT
spir-8222	246	1	dennis	dennis	PROPN
spir-8222	246	2	,	,	PUNCT
spir-8222	246	3	simon	simon	PROPN
spir-8222	246	4	,	,	PUNCT
spir-8222	246	5	bruza	bruza	PROPN
spir-8222	246	6	,	,	PUNCT
spir-8222	246	7	peter	peter	PROPN
spir-8222	246	8	,	,	PUNCT
spir-8222	246	9	&	&	CCONJ
spir-8222	246	10	mcarthur	mcarthur	PROPN
spir-8222	246	11	,	,	PUNCT
spir-8222	246	12	robert	robert	PROPN
spir-8222	246	13	(	(	PUNCT
spir-8222	246	14	2002	2002	NUM
spir-8222	246	15	)	)	PUNCT
spir-8222	246	16	.	.	PUNCT
spir-8222	247	1	web	web	NOUN
spir-8222	247	2	searching	searching	NOUN
spir-8222	247	3	:	:	PUNCT
spir-8222	247	4	a	a	DET
spir-8222	247	5	processoriented	processoriente	VERB
spir-8222	247	6	experimental	experimental	ADJ
spir-8222	247	7	study	study	NOUN
spir-8222	247	8	of	of	ADP
spir-8222	247	9	three	three	NUM
spir-8222	247	10	interactive	interactive	ADJ
spir-8222	247	11	search	search	NOUN
spir-8222	247	12	paradigms	paradigm	NOUN
spir-8222	247	13	.	.	PUNCT
spir-8222	248	1	journal	journal	NOUN
spir-8222	248	2	of	of	ADP
spir-8222	248	3	the	the	DET
spir-8222	248	4	american	american	ADJ
spir-8222	248	5	society	society	NOUN
spir-8222	248	6	for	for	ADP
spir-8222	248	7	information	information	NOUN
spir-8222	248	8	science	science	NOUN
spir-8222	248	9	and	and	CCONJ
spir-8222	248	10	technology	technology	NOUN
spir-8222	248	11	53	53	NUM
spir-8222	248	12	(	(	PUNCT
spir-8222	248	13	2	2	NUM
spir-8222	248	14	)	)	PUNCT
spir-8222	248	15	,	,	PUNCT
spir-8222	248	16	120	120	NUM
spir-8222	248	17	-	-	SYM
spir-8222	248	18	133	133	NUM
spir-8222	248	19	.	.	PUNCT
spir-8222	249	1	ding	ding	NOUN
spir-8222	249	2	,	,	PUNCT
spir-8222	249	3	chris	chris	PROPN
spir-8222	249	4	,	,	PUNCT
spir-8222	249	5	he	he	PRON
spir-8222	249	6	,	,	PUNCT
spir-8222	249	7	xiaofeng	xiaofeng	PROPN
spir-8222	249	8	,	,	PUNCT
spir-8222	249	9	husbands	husband	NOUN
spir-8222	249	10	,	,	PUNCT
spir-8222	249	11	parry	parry	PROPN
spir-8222	249	12	,	,	PUNCT
spir-8222	249	13	zha	zha	PROPN
spir-8222	249	14	,	,	PUNCT
spir-8222	249	15	hongyuan	hongyuan	PROPN
spir-8222	249	16	,	,	PUNCT
spir-8222	249	17	&	&	CCONJ
spir-8222	249	18	simon	simon	PROPN
spir-8222	249	19	,	,	PUNCT
spir-8222	249	20	horst	horst	PROPN
spir-8222	249	21	d.	d.	PROPN
spir-8222	249	22	(	(	PUNCT
spir-8222	249	23	2002	2002	NUM
spir-8222	249	24	)	)	PUNCT
spir-8222	249	25	.	.	PUNCT
spir-8222	250	1	pagerank	pagerank	PROPN
spir-8222	250	2	,	,	PUNCT
spir-8222	250	3	hits	hit	VERB
spir-8222	250	4	and	and	CCONJ
spir-8222	250	5	a	a	DET
spir-8222	250	6	unified	unified	ADJ
spir-8222	250	7	framework	framework	NOUN
spir-8222	250	8	for	for	ADP
spir-8222	250	9	link	link	NOUN
spir-8222	250	10	analysis	analysis	NOUN
spir-8222	250	11	.	.	PUNCT
spir-8222	251	1	proceedings	proceeding	NOUN
spir-8222	251	2	of	of	ADP
spir-8222	251	3	the	the	DET
spir-8222	251	4	25th	25th	ADJ
spir-8222	251	5	annual	annual	ADJ
spir-8222	251	6	international	international	PROPN
spir-8222	251	7	acm	acm	PROPN
spir-8222	251	8	sigir	sigir	PROPN
spir-8222	251	9	conference	conference	PROPN
spir-8222	251	10	on	on	ADP
spir-8222	251	11	research	research	NOUN
spir-8222	251	12	and	and	CCONJ
spir-8222	251	13	development	development	NOUN
spir-8222	251	14	in	in	ADP
spir-8222	251	15	information	information	NOUN
spir-8222	251	16	retrieval	retrieval	NOUN
spir-8222	251	17	.	.	PUNCT
spir-8222	252	1	tampere	tampere	PROPN
spir-8222	252	2	,	,	PUNCT
spir-8222	252	3	finland	finland	PROPN
spir-8222	252	4	.	.	PUNCT
spir-8222	253	1	evans	evans	PROPN
spir-8222	253	2	,	,	PUNCT
spir-8222	253	3	michael	michael	PROPN
spir-8222	253	4	p.	p.	PROPN
spir-8222	253	5	(	(	PUNCT
spir-8222	253	6	2007	2007	NUM
spir-8222	253	7	)	)	PUNCT
spir-8222	253	8	.	.	PUNCT
spir-8222	254	1	analysing	analyse	VERB
spir-8222	254	2	google	google	PROPN
spir-8222	254	3	rankings	ranking	NOUN
spir-8222	254	4	through	through	ADP
spir-8222	254	5	search	search	NOUN
spir-8222	254	6	engine	engine	NOUN
spir-8222	254	7	optimization	optimization	NOUN
spir-8222	254	8	data	datum	NOUN
spir-8222	254	9	.	.	PUNCT
spir-8222	255	1	internet	internet	NOUN
spir-8222	255	2	research	research	NOUN
spir-8222	255	3	17	17	NUM
spir-8222	255	4	(	(	PUNCT
spir-8222	255	5	1	1	NUM
spir-8222	255	6	)	)	PUNCT
spir-8222	255	7	,	,	PUNCT
spir-8222	255	8	21	21	NUM
spir-8222	255	9	-	-	SYM
spir-8222	255	10	37	37	NUM
spir-8222	255	11	.	.	PUNCT
spir-8222	256	1	wikipedia	wikipedia	PROPN
spir-8222	256	2	.	.	PUNCT
spir-8222	257	1	(	(	PUNCT
spir-8222	257	2	n.d	n.d	PROPN
spir-8222	257	3	.	.	PROPN
spir-8222	257	4	)	)	PUNCT
spir-8222	257	5	.	.	PUNCT
spir-8222	258	1	google	google	PROPN
spir-8222	258	2	bomb	bomb	PROPN
spir-8222	258	3	.	.	PUNCT
spir-8222	259	1	retrieved	retrieve	VERB
spir-8222	259	2	from	from	ADP
spir-8222	259	3	http://en.wikipedia.org/wiki/google_bomb	http://en.wikipedia.org/wiki/google_bomb	PROPN
spir-8222	259	4	wikipedia	wikipedia	PROPN
spir-8222	259	5	.	.	PUNCT
spir-8222	260	1	(	(	PUNCT
spir-8222	260	2	n.d.).google	n.d.).google	ADJ
spir-8222	260	3	personalized	personalized	ADJ
spir-8222	260	4	search	search	NOUN
spir-8222	260	5	.	.	PUNCT
spir-8222	261	1	retrieved	retrieve	VERB
spir-8222	261	2	from	from	ADP
spir-8222	261	3	http://en.wikipedia.org/wiki/google_personalized_search	http://en.wikipedia.org/wiki/google_personalized_search	PROPN
spir-8222	261	4	google	google	PROPN
spir-8222	261	5	,	,	PUNCT
spir-8222	261	6	(	(	PUNCT
spir-8222	261	7	2012	2012	NUM
spir-8222	261	8	)	)	PUNCT
spir-8222	261	9	report	report	NOUN
spir-8222	261	10	spam	spam	NOUN
spir-8222	261	11	,	,	PUNCT
spir-8222	261	12	paid	pay	VERB
spir-8222	261	13	links	link	NOUN
spir-8222	261	14	,	,	PUNCT
spir-8222	261	15	malware	malware	NOUN
spir-8222	261	16	,	,	PUNCT
spir-8222	261	17	and	and	CCONJ
spir-8222	261	18	other	other	ADJ
spir-8222	261	19	problems	problem	NOUN
spir-8222	261	20	to	to	PART
spir-8222	261	21	google	google	PROPN
spir-8222	261	22	.	.	PUNCT
spir-8222	262	1	support.google.com	support.google.com	PROPN
spir-8222	262	2	.	.	PUNCT
spir-8222	263	1	retrieved	retrieve	VERB
spir-8222	263	2	from	from	ADP
spir-8222	263	3	http://support.google.com/webmasters/bin/answer.py?hl=en&answer=93713	http://support.google.com/webmasters/bin/answer.py?hl=en&answer=93713	PROPN
spir-8222	263	4	gu	gu	PROPN
spir-8222	263	5	,	,	PUNCT
spir-8222	263	6	w.l	w.l	PROPN
spir-8222	263	7	.	.	PROPN
spir-8222	263	8	,	,	PUNCT
spir-8222	263	9	chen	chen	PROPN
spir-8222	263	10	,	,	PUNCT
spir-8222	263	11	w.	w.	PROPN
spir-8222	263	12	,	,	PUNCT
spir-8222	263	13	chen	chen	PROPN
spir-8222	263	14	,	,	PUNCT
spir-8222	263	15	j.	j.	PROPN
spir-8222	263	16	,	,	PUNCT
spir-8222	263	17	&	&	CCONJ
spir-8222	263	18	lu	lu	PROPN
spir-8222	263	19	,	,	PUNCT
spir-8222	263	20	x.y	x.y	PROPN
spir-8222	263	21	.	.	PROPN
spir-8222	263	22	(	(	PUNCT
spir-8222	263	23	2012	2012	NUM
spir-8222	263	24	)	)	PUNCT
spir-8222	263	25	.	.	PUNCT
spir-8222	264	1	improved	improve	VERB
spir-8222	264	2	pagerank	pagerank	NOUN
spir-8222	264	3	algorithm	algorithm	NOUN
spir-8222	264	4	.	.	PUNCT
spir-8222	265	1	jisuanji	jisuanji	PROPN
spir-8222	265	2	xitong	xitong	PROPN
spir-8222	265	3	yingyong	yingyong	PROPN
spir-8222	265	4	computer	computer	NOUN
spir-8222	265	5	systems	system	NOUN
spir-8222	265	6	and	and	CCONJ
spir-8222	265	7	applications	application	NOUN
spir-8222	265	8	21	21	NUM
spir-8222	265	9	(	(	PUNCT
spir-8222	265	10	2	2	NUM
spir-8222	265	11	)	)	PUNCT
spir-8222	265	12	,	,	PUNCT
spir-8222	265	13	214	214	NUM
spir-8222	265	14	-	-	SYM
spir-8222	265	15	217	217	NUM
spir-8222	265	16	.	.	PUNCT
spir-8222	266	1	halavais	halavais	PROPN
spir-8222	266	2	,	,	PUNCT
spir-8222	266	3	alexander	alexander	PROPN
spir-8222	266	4	(	(	PUNCT
spir-8222	266	5	2009	2009	NUM
spir-8222	266	6	)	)	PUNCT
spir-8222	266	7	.	.	PUNCT
spir-8222	267	1	search	search	NOUN
spir-8222	267	2	engine	engine	NOUN
spir-8222	267	3	society	society	NOUN
spir-8222	267	4	.	.	PUNCT
spir-8222	268	1	malden	malden	PROPN
spir-8222	268	2	,	,	PUNCT
spir-8222	268	3	ma	ma	PROPN
spir-8222	268	4	:	:	PUNCT
spir-8222	268	5	polity	polity	NOUN
spir-8222	268	6	.	.	PUNCT
spir-8222	269	1	heineman	heineman	PROPN
spir-8222	269	2	,	,	PUNCT
spir-8222	269	3	george	george	PROPN
spir-8222	269	4	t.	t.	PROPN
spir-8222	269	5	,	,	PUNCT
spir-8222	269	6	pollice	pollice	PROPN
spir-8222	269	7	,	,	PUNCT
spir-8222	269	8	gary	gary	PROPN
spir-8222	269	9	,	,	PUNCT
spir-8222	269	10	&	&	CCONJ
spir-8222	269	11	selkow	selkow	PROPN
spir-8222	269	12	,	,	PUNCT
spir-8222	269	13	stanley	stanley	PROPN
spir-8222	269	14	(	(	PUNCT
spir-8222	269	15	2009	2009	NUM
spir-8222	269	16	)	)	PUNCT
spir-8222	269	17	.	.	PUNCT
spir-8222	270	1	algorithms	algorithm	NOUN
spir-8222	270	2	in	in	ADP
spir-8222	270	3	a	a	DET
spir-8222	270	4	nutshell	nutshell	NOUN
spir-8222	270	5	.	.	PUNCT
spir-8222	271	1	sebastopol	sebastopol	NOUN
spir-8222	271	2	,	,	PUNCT
spir-8222	271	3	ca	ca	NOUN
spir-8222	271	4	:	:	PUNCT
spir-8222	271	5	o'reilly	o'reilly	PROPN
spir-8222	271	6	.	.	PUNCT
spir-8222	272	1	21	21	NUM
spir-8222	272	2	huffman	huffman	PROPN
spir-8222	272	3	,	,	PUNCT
spir-8222	272	4	scott	scott	PROPN
spir-8222	272	5	.	.	PUNCT
spir-8222	272	6	(	(	PUNCT
spir-8222	272	7	2012	2012	NUM
spir-8222	272	8	)	)	PUNCT
spir-8222	272	9	.	.	PUNCT
spir-8222	273	1	search	search	NOUN
spir-8222	273	2	quality	quality	NOUN
spir-8222	273	3	highlights	highlight	NOUN
spir-8222	273	4	:	:	PUNCT
spir-8222	273	5	39	39	NUM
spir-8222	273	6	changes	change	NOUN
spir-8222	273	7	for	for	ADP
spir-8222	273	8	may	may	PROPN
spir-8222	273	9	.	.	PUNCT
spir-8222	274	1	google	google	PROPN
spir-8222	274	2	inside	inside	ADP
spir-8222	274	3	search	search	NOUN
spir-8222	274	4	,	,	PUNCT
spir-8222	274	5	june	june	PROPN
spir-8222	274	6	7	7	NUM
spir-8222	274	7	.	.	PUNCT
spir-8222	274	8	retrieved	retrieve	VERB
spir-8222	274	9	from	from	ADP
spir-8222	274	10	http://insidesearch.blogspot.com/2012/06/searchquality-highlights-39-changes.html	http://insidesearch.blogspot.com/2012/06/searchquality-highlights-39-changes.html	NOUN
spir-8222	274	11	iván	iván	NOUN
spir-8222	274	12	,	,	PUNCT
spir-8222	274	13	gábor	gábor	NOUN
spir-8222	274	14	,	,	PUNCT
spir-8222	274	15	&	&	CCONJ
spir-8222	274	16	grolmusz	grolmusz	PROPN
spir-8222	274	17	,	,	PUNCT
spir-8222	274	18	vince	vince	NOUN
spir-8222	274	19	(	(	PUNCT
spir-8222	274	20	2011	2011	NUM
spir-8222	274	21	)	)	PUNCT
spir-8222	274	22	.	.	PUNCT
spir-8222	275	1	when	when	SCONJ
spir-8222	275	2	the	the	DET
spir-8222	275	3	web	web	NOUN
spir-8222	275	4	meets	meet	VERB
spir-8222	275	5	the	the	DET
spir-8222	275	6	cell	cell	NOUN
spir-8222	275	7	:	:	PUNCT
spir-8222	275	8	using	use	VERB
spir-8222	275	9	personalized	personalized	ADJ
spir-8222	275	10	pagerank	pagerank	NOUN
spir-8222	275	11	for	for	ADP
spir-8222	275	12	analyzing	analyze	VERB
spir-8222	275	13	protein	protein	NOUN
spir-8222	275	14	interaction	interaction	NOUN
spir-8222	275	15	networks	network	NOUN
spir-8222	275	16	.	.	PUNCT
spir-8222	276	1	bioinformatics	bioinformatic	NOUN
spir-8222	276	2	27	27	NUM
spir-8222	276	3	(	(	PUNCT
spir-8222	276	4	3	3	NUM
spir-8222	276	5	)	)	PUNCT
spir-8222	276	6	,	,	PUNCT
spir-8222	276	7	405	405	NUM
spir-8222	276	8	-	-	SYM
spir-8222	276	9	407	407	NUM
spir-8222	276	10	.	.	PUNCT
spir-8222	277	1	jenkins	jenkins	PROPN
spir-8222	277	2	,	,	PUNCT
spir-8222	277	3	henry	henry	PROPN
spir-8222	277	4	,	,	PUNCT
spir-8222	277	5	clinton	clinton	PROPN
spir-8222	277	6	,	,	PUNCT
spir-8222	277	7	katie	katie	PROPN
spir-8222	277	8	,	,	PUNCT
spir-8222	277	9	purushotma	purushotma	NOUN
spir-8222	277	10	,	,	PUNCT
spir-8222	277	11	ravi	ravi	PROPN
spir-8222	277	12	,	,	PUNCT
spir-8222	277	13	robison	robison	PROPN
spir-8222	277	14	,	,	PUNCT
spir-8222	277	15	alice	alice	PROPN
spir-8222	277	16	j.	j.	PROPN
spir-8222	277	17	,	,	PUNCT
spir-8222	277	18	&	&	CCONJ
spir-8222	277	19	weigel	weigel	PROPN
spir-8222	277	20	,	,	PUNCT
spir-8222	277	21	margaret	margaret	PROPN
spir-8222	277	22	(	(	PUNCT
spir-8222	277	23	2006	2006	NUM
spir-8222	277	24	)	)	PUNCT
spir-8222	277	25	.	.	PUNCT
spir-8222	278	1	confronting	confront	VERB
spir-8222	278	2	the	the	DET
spir-8222	278	3	challenges	challenge	NOUN
spir-8222	278	4	of	of	ADP
spir-8222	278	5	participatory	participatory	ADJ
spir-8222	278	6	culture	culture	NOUN
spir-8222	278	7	:	:	PUNCT
spir-8222	278	8	media	medium	NOUN
spir-8222	278	9	education	education	NOUN
spir-8222	278	10	for	for	ADP
spir-8222	278	11	the	the	DET
spir-8222	278	12	21st	21st	ADJ
spir-8222	278	13	century	century	NOUN
spir-8222	278	14	john	john	PROPN
spir-8222	278	15	d.	d.	PROPN
spir-8222	278	16	and	and	CCONJ
spir-8222	278	17	catherine	catherine	PROPN
spir-8222	278	18	t.	t.	PROPN
spir-8222	278	19	macarthur	macarthur	PROPN
spir-8222	278	20	foundation	foundation	PROPN
spir-8222	278	21	.	.	PUNCT
spir-8222	279	1	retrieved	retrieve	VERB
spir-8222	279	2	from	from	ADP
spir-8222	279	3	http://digitallearning.macfound.org/atf/cf/%7b7e45c7e0-a3e0-4b89-ac9ce807e1b0ae4e%7d/jenkins_white_paper.pdf	http://digitallearning.macfound.org/atf/cf/%7b7e45c7e0-a3e0-4b89-ac9ce807e1b0ae4e%7d/jenkins_white_paper.pdf	PROPN
spir-8222	279	4	latour	latour	PROPN
spir-8222	279	5	,	,	PUNCT
spir-8222	279	6	bruno	bruno	PROPN
spir-8222	279	7	(	(	PUNCT
spir-8222	279	8	2004	2004	NUM
spir-8222	279	9	)	)	PUNCT
spir-8222	279	10	.	.	PUNCT
spir-8222	280	1	politics	politic	NOUN
spir-8222	280	2	of	of	ADP
spir-8222	280	3	nature	nature	NOUN
spir-8222	280	4	:	:	PUNCT
spir-8222	280	5	how	how	SCONJ
spir-8222	280	6	to	to	PART
spir-8222	280	7	bring	bring	VERB
spir-8222	280	8	the	the	DET
spir-8222	280	9	sciences	science	NOUN
spir-8222	280	10	into	into	ADP
spir-8222	280	11	democracy	democracy	NOUN
spir-8222	280	12	.	.	PUNCT
spir-8222	281	1	cambridge	cambridge	PROPN
spir-8222	281	2	,	,	PUNCT
spir-8222	281	3	ma	ma	PROPN
spir-8222	281	4	:	:	PUNCT
spir-8222	281	5	harvard	harvard	PROPN
spir-8222	281	6	up	up	ADP
spir-8222	281	7	.	.	PUNCT
spir-8222	282	1	nie	nie	PROPN
spir-8222	282	2	,	,	PUNCT
spir-8222	282	3	lan	lan	PROPN
spir-8222	282	4	,	,	PUNCT
spir-8222	282	5	davison	davison	PROPN
spir-8222	282	6	,	,	PUNCT
spir-8222	282	7	brian	brian	PROPN
spir-8222	282	8	d.	d.	PROPN
spir-8222	282	9	,	,	PUNCT
spir-8222	282	10	&	&	CCONJ
spir-8222	282	11	qi	qi	PROPN
spir-8222	282	12	,	,	PUNCT
spir-8222	282	13	xiaoguang	xiaoguang	PROPN
spir-8222	282	14	(	(	PUNCT
spir-8222	282	15	2006	2006	NUM
spir-8222	282	16	)	)	PUNCT
spir-8222	282	17	.	.	PUNCT
spir-8222	283	1	topical	topical	ADJ
spir-8222	283	2	link	link	NOUN
spir-8222	283	3	analysis	analysis	NOUN
spir-8222	283	4	for	for	ADP
spir-8222	283	5	web	web	NOUN
spir-8222	283	6	search	search	NOUN
spir-8222	283	7	.	.	PUNCT
spir-8222	284	1	proceedings	proceeding	NOUN
spir-8222	284	2	of	of	ADP
spir-8222	284	3	the	the	DET
spir-8222	284	4	29th	29th	ADJ
spir-8222	284	5	annual	annual	ADJ
spir-8222	284	6	international	international	ADJ
spir-8222	284	7	acm	acm	PROPN
spir-8222	284	8	sigir	sigir	PROPN
spir-8222	284	9	conference	conference	PROPN
spir-8222	284	10	on	on	ADP
spir-8222	284	11	research	research	NOUN
spir-8222	284	12	and	and	CCONJ
spir-8222	284	13	development	development	NOUN
spir-8222	284	14	in	in	ADP
spir-8222	284	15	information	information	NOUN
spir-8222	284	16	retrieval	retrieval	NOUN
spir-8222	284	17	.	.	PUNCT
spir-8222	285	1	seattle	seattle	PROPN
spir-8222	285	2	,	,	PUNCT
spir-8222	285	3	washington	washington	PROPN
spir-8222	285	4	,	,	PUNCT
spir-8222	285	5	usa	usa	PROPN
spir-8222	285	6	.	.	PROPN
spir-8222	285	7	o'reilly	o'reilly	PROPN
spir-8222	285	8	,	,	PUNCT
spir-8222	285	9	tim	tim	PROPN
spir-8222	285	10	(	(	PUNCT
spir-8222	285	11	2005	2005	NUM
spir-8222	285	12	)	)	PUNCT
spir-8222	285	13	.	.	PUNCT
spir-8222	286	1	what	what	PRON
spir-8222	286	2	is	be	AUX
spir-8222	286	3	web	web	NOUN
spir-8222	286	4	2.0	2.0	NUM
spir-8222	286	5	:	:	PUNCT
spir-8222	286	6	design	design	NOUN
spir-8222	286	7	patterns	pattern	NOUN
spir-8222	286	8	and	and	CCONJ
spir-8222	286	9	business	business	NOUN
spir-8222	286	10	models	model	NOUN
spir-8222	286	11	for	for	ADP
spir-8222	286	12	the	the	DET
spir-8222	286	13	next	next	ADJ
spir-8222	286	14	generation	generation	NOUN
spir-8222	286	15	of	of	ADP
spir-8222	286	16	software	software	NOUN
spir-8222	286	17	.	.	PUNCT
spir-8222	287	1	retrieved	retrieve	VERB
spir-8222	287	2	from	from	ADP
spir-8222	287	3	http://www.oreillynet.com/pub/a/oreilly/tim/news/2005/09/30/what-is-web-20.html	http://www.oreillynet.com/pub/a/oreilly/tim/news/2005/09/30/what-is-web-20.html	PROPN
spir-8222	287	4	page	page	NOUN
spir-8222	287	5	,	,	PUNCT
spir-8222	287	6	larry	larry	PROPN
spir-8222	287	7	,	,	PUNCT
spir-8222	287	8	brin	brin	PROPN
spir-8222	287	9	,	,	PUNCT
spir-8222	287	10	sergi	sergi	PROPN
spir-8222	287	11	,	,	PUNCT
spir-8222	287	12	motwani	motwani	PROPN
spir-8222	287	13	,	,	PUNCT
spir-8222	287	14	rajeev	rajeev	PROPN
spir-8222	287	15	,	,	PUNCT
spir-8222	287	16	&	&	CCONJ
spir-8222	287	17	winograd	winograd	PROPN
spir-8222	287	18	,	,	PUNCT
spir-8222	287	19	terry	terry	PROPN
spir-8222	287	20	(	(	PUNCT
spir-8222	287	21	1998	1998	NUM
spir-8222	287	22	)	)	PUNCT
spir-8222	287	23	.	.	PUNCT
spir-8222	288	1	the	the	DET
spir-8222	288	2	pagerank	pagerank	NOUN
spir-8222	288	3	citation	citation	NOUN
spir-8222	288	4	ranking	ranking	NOUN
spir-8222	288	5	:	:	PUNCT
spir-8222	288	6	bringing	bring	VERB
spir-8222	288	7	order	order	NOUN
spir-8222	288	8	to	to	ADP
spir-8222	288	9	the	the	DET
spir-8222	288	10	web	web	NOUN
spir-8222	288	11	.	.	PUNCT
spir-8222	288	12	retrieved	retrieve	VERB
spir-8222	288	13	from	from	ADP
spir-8222	288	14	http://ilpubs.stanford.edu:8090/422/1/1999-66.pdf	http://ilpubs.stanford.edu:8090/422/1/1999-66.pdf	PROPN
spir-8222	288	15	segal	segal	PROPN
spir-8222	288	16	,	,	PUNCT
spir-8222	288	17	david	david	PROPN
spir-8222	288	18	(	(	PUNCT
spir-8222	288	19	2010	2010	NUM
spir-8222	288	20	)	)	PUNCT
spir-8222	288	21	.	.	PUNCT
spir-8222	289	1	a	a	DET
spir-8222	289	2	bully	bully	NOUN
spir-8222	289	3	finds	find	VERB
spir-8222	289	4	a	a	DET
spir-8222	289	5	pulpit	pulpit	NOUN
spir-8222	289	6	on	on	ADP
spir-8222	289	7	the	the	DET
spir-8222	289	8	web	web	NOUN
spir-8222	289	9	.	.	PUNCT
spir-8222	290	1	new	new	PROPN
spir-8222	290	2	york	york	PROPN
spir-8222	290	3	times	times	PROPN
spir-8222	290	4	,	,	PUNCT
spir-8222	290	5	nov	nov	PROPN
spir-8222	290	6	26	26	NUM
spir-8222	290	7	.	.	PUNCT
spir-8222	290	8	retrieved	retrieve	VERB
spir-8222	290	9	from	from	ADP
spir-8222	290	10	http://www.nytimes.com/2010/11/28/business/28borker.html	http://www.nytimes.com/2010/11/28/business/28borker.html	PROPN
spir-8222	290	11	singhal	singhal	PROPN
spir-8222	290	12	,	,	PUNCT
spir-8222	290	13	amit	amit	PROPN
spir-8222	290	14	,	,	PUNCT
spir-8222	290	15	&	&	CCONJ
spir-8222	290	16	cutts	cutts	PROPN
spir-8222	290	17	,	,	PUNCT
spir-8222	290	18	matt	matt	PROPN
spir-8222	290	19	.	.	PUNCT
spir-8222	291	1	(	(	PUNCT
spir-8222	291	2	2011	2011	NUM
spir-8222	291	3	)	)	PUNCT
spir-8222	291	4	.	.	PUNCT
spir-8222	292	1	finding	find	VERB
spir-8222	292	2	more	more	ADJ
spir-8222	292	3	high	high	ADJ
spir-8222	292	4	-	-	PUNCT
spir-8222	292	5	quality	quality	NOUN
spir-8222	292	6	sites	site	NOUN
spir-8222	292	7	in	in	ADP
spir-8222	292	8	search	search	NOUN
spir-8222	292	9	.	.	PUNCT
spir-8222	293	1	google	google	PROPN
spir-8222	293	2	oficial	oficial	PROPN
spir-8222	293	3	blog	blog	PROPN
spir-8222	293	4	,	,	PUNCT
spir-8222	293	5	feb	feb	PROPN
spir-8222	293	6	24	24	NUM
spir-8222	293	7	,	,	PUNCT
spir-8222	293	8	retrieved	retrieve	VERB
spir-8222	293	9	from	from	ADP
spir-8222	293	10	http://googleblog.blogspot.com/2011/02/findingmore-high-quality-sites-in.html	http://googleblog.blogspot.com/2011/02/findingmore-high-quality-sites-in.html	NUM
spir-8222	293	11	22	22	NUM
spir-8222	293	12	surowiecki	surowiecki	ADJ
spir-8222	293	13	,	,	PUNCT
spir-8222	293	14	james	james	PROPN
spir-8222	293	15	(	(	PUNCT
spir-8222	293	16	2004	2004	NUM
spir-8222	293	17	)	)	PUNCT
spir-8222	293	18	.	.	PUNCT
spir-8222	294	1	the	the	DET
spir-8222	294	2	wisdom	wisdom	NOUN
spir-8222	294	3	of	of	ADP
spir-8222	294	4	crowds	crowd	NOUN
spir-8222	294	5	:	:	PUNCT
spir-8222	294	6	why	why	SCONJ
spir-8222	294	7	the	the	DET
spir-8222	294	8	many	many	ADJ
spir-8222	294	9	are	be	AUX
spir-8222	294	10	smarter	smart	ADJ
spir-8222	294	11	than	than	ADP
spir-8222	294	12	the	the	DET
spir-8222	294	13	few	few	ADJ
spir-8222	294	14	and	and	CCONJ
spir-8222	294	15	how	how	SCONJ
spir-8222	294	16	collective	collective	ADJ
spir-8222	294	17	wisdom	wisdom	NOUN
spir-8222	294	18	shapes	shape	VERB
spir-8222	294	19	business	business	NOUN
spir-8222	294	20	,	,	PUNCT
spir-8222	294	21	economies	economy	NOUN
spir-8222	294	22	,	,	PUNCT
spir-8222	294	23	societies	society	NOUN
spir-8222	294	24	,	,	PUNCT
spir-8222	294	25	and	and	CCONJ
spir-8222	294	26	nations	nation	NOUN
spir-8222	294	27	.	.	PUNCT
spir-8222	295	1	new	new	PROPN
spir-8222	295	2	york	york	PROPN
spir-8222	295	3	:	:	PUNCT
spir-8222	295	4	doubleday	doubleday	PROPN
spir-8222	295	5	.	.	PUNCT
spir-8222	296	1	takahashi	takahashi	PROPN
spir-8222	296	2	,	,	PUNCT
spir-8222	296	3	yuku	yuku	PROPN
spir-8222	296	4	,	,	PUNCT
spir-8222	296	5	ohshima	ohshima	PROPN
spir-8222	296	6	,	,	PUNCT
spir-8222	296	7	hiroaki	hiroaki	PROPN
spir-8222	296	8	,	,	PUNCT
spir-8222	296	9	yamamoto	yamamoto	PROPN
spir-8222	296	10	,	,	PUNCT
spir-8222	296	11	mitsuo	mitsuo	PROPN
spir-8222	296	12	,	,	PUNCT
spir-8222	296	13	iwasaki	iwasaki	PROPN
spir-8222	296	14	,	,	PUNCT
spir-8222	296	15	hirotoshi	hirotoshi	PROPN
spir-8222	296	16	,	,	PUNCT
spir-8222	296	17	oyama	oyama	PROPN
spir-8222	296	18	,	,	PUNCT
spir-8222	296	19	satoshi	satoshi	PROPN
spir-8222	296	20	,	,	PUNCT
spir-8222	296	21	&	&	CCONJ
spir-8222	296	22	tanaka	tanaka	PROPN
spir-8222	296	23	,	,	PUNCT
spir-8222	296	24	katsumi	katsumi	PROPN
spir-8222	296	25	(	(	PUNCT
spir-8222	296	26	2011	2011	NUM
spir-8222	296	27	)	)	PUNCT
spir-8222	296	28	.	.	PUNCT
spir-8222	297	1	evaluating	evaluate	VERB
spir-8222	297	2	significance	significance	NOUN
spir-8222	297	3	of	of	ADP
spir-8222	297	4	historical	historical	ADJ
spir-8222	297	5	entities	entity	NOUN
spir-8222	297	6	based	base	VERB
spir-8222	297	7	on	on	ADP
spir-8222	297	8	tempo	tempo	NOUN
spir-8222	297	9	-	-	PUNCT
spir-8222	297	10	spatial	spatial	ADJ
spir-8222	297	11	impacts	impact	NOUN
spir-8222	297	12	analysis	analysis	NOUN
spir-8222	297	13	using	use	VERB
spir-8222	297	14	wikipedia	wikipedia	PROPN
spir-8222	297	15	link	link	PROPN
spir-8222	297	16	structure	structure	NOUN
spir-8222	297	17	.	.	PUNCT
spir-8222	298	1	paper	paper	NOUN
spir-8222	298	2	presented	present	VERB
spir-8222	298	3	at	at	ADP
spir-8222	298	4	the	the	DET
spir-8222	298	5	22nd	22nd	PROPN
spir-8222	298	6	acm	acm	PROPN
spir-8222	298	7	conference	conference	NOUN
spir-8222	298	8	on	on	ADP
spir-8222	298	9	hypertext	hypertext	NOUN
spir-8222	298	10	and	and	CCONJ
spir-8222	298	11	hypermedia	hypermedia	NOUN
spir-8222	298	12	.	.	PUNCT
spir-8222	299	1	vaidhyanathan	vaidhyanathan	NOUN
spir-8222	299	2	,	,	PUNCT
spir-8222	299	3	siva	siva	NOUN
spir-8222	299	4	(	(	PUNCT
spir-8222	299	5	2011	2011	NUM
spir-8222	299	6	)	)	PUNCT
spir-8222	299	7	.	.	PUNCT
spir-8222	300	1	the	the	DET
spir-8222	300	2	googlization	googlization	NOUN
spir-8222	300	3	of	of	ADP
spir-8222	300	4	everything	everything	PRON
spir-8222	300	5	(	(	PUNCT
spir-8222	300	6	and	and	CCONJ
spir-8222	300	7	why	why	SCONJ
spir-8222	300	8	we	we	PRON
spir-8222	300	9	should	should	AUX
spir-8222	300	10	worry	worry	VERB
spir-8222	300	11	)	)	PUNCT
spir-8222	300	12	.	.	PUNCT
spir-8222	301	1	berkeley	berkeley	PROPN
spir-8222	301	2	:	:	PUNCT
spir-8222	301	3	u	u	NOUN
spir-8222	301	4	of	of	ADP
spir-8222	301	5	ca	ca	PROPN
spir-8222	301	6	press	press	NOUN
spir-8222	301	7	.	.	PUNCT
spir-8222	302	1	waldrop	waldrop	PROPN
spir-8222	302	2	,	,	PUNCT
spir-8222	302	3	m.	m.	PROPN
spir-8222	302	4	mitchell	mitchell	PROPN
spir-8222	302	5	(	(	PUNCT
spir-8222	302	6	1992	1992	NUM
spir-8222	302	7	)	)	PUNCT
spir-8222	302	8	.	.	PUNCT
spir-8222	303	1	complexity	complexity	NOUN
spir-8222	303	2	:	:	PUNCT
spir-8222	303	3	the	the	DET
spir-8222	303	4	emerging	emerge	VERB
spir-8222	303	5	science	science	NOUN
spir-8222	303	6	at	at	ADP
spir-8222	303	7	the	the	DET
spir-8222	303	8	edge	edge	NOUN
spir-8222	303	9	of	of	ADP
spir-8222	303	10	order	order	NOUN
spir-8222	303	11	and	and	CCONJ
spir-8222	303	12	chaos	chaos	NOUN
spir-8222	303	13	.	.	PUNCT
spir-8222	304	1	new	new	PROPN
spir-8222	304	2	york	york	PROPN
spir-8222	304	3	:	:	PUNCT
spir-8222	304	4	simon	simon	PROPN
spir-8222	304	5	&	&	CCONJ
spir-8222	304	6	schuster	schuster	PROPN
spir-8222	304	7	.	.	PUNCT