id	sid	tid	token	lemma	pos
ajis02-2331	1	1	paper	paper	NOUN
ajis02-2331	1	2	title	title	NOUN
ajis02-2331	1	3	(	(	PUNCT
ajis02-2331	1	4	paper	paper	NOUN
ajis02-2331	1	5	title	title	NOUN
ajis02-2331	1	6	style	style	NOUN
ajis02-2331	1	7	)	)	PUNCT
ajis02-2331	1	8	australasian	australasian	ADJ
ajis02-2331	1	9	journal	journal	NOUN
ajis02-2331	1	10	of	of	ADP
ajis02-2331	1	11	information	information	NOUN
ajis02-2331	1	12	systems	systems	PROPN
ajis02-2331	1	13	zhu	zhu	PROPN
ajis02-2331	1	14	,	,	PUNCT
ajis02-2331	1	15	nimmagadda	nimmagadda	NOUN
ajis02-2331	1	16	,	,	PUNCT
ajis02-2331	1	17	reiners	reiner	NOUN
ajis02-2331	1	18	&	&	CCONJ
ajis02-2331	1	19	rudra	rudra	PROPN
ajis02-2331	1	20	2020	2020	NUM
ajis02-2331	1	21	,	,	PUNCT
ajis02-2331	1	22	vol	vol	NOUN
ajis02-2331	1	23	24	24	NUM
ajis02-2331	1	24	,	,	PUNCT
ajis02-2331	1	25	research	research	NOUN
ajis02-2331	1	26	article	article	NOUN
ajis02-2331	1	27	integrated	integrate	VERB
ajis02-2331	1	28	search	search	NOUN
ajis02-2331	1	29	framework	framework	NOUN
ajis02-2331	1	30	for	for	ADP
ajis02-2331	1	31	the	the	DET
ajis02-2331	1	32	knowledge	knowledge	NOUN
ajis02-2331	1	33	-	-	PUNCT
ajis02-2331	1	34	based	base	VERB
ajis02-2331	1	35	web	web	NOUN
ajis02-2331	1	36	ecosystem	ecosystem	NOUN
ajis02-2331	1	37	1	1	NUM
ajis02-2331	1	38	an	an	DET
ajis02-2331	1	39	integrated	integrate	VERB
ajis02-2331	1	40	search	search	NOUN
ajis02-2331	1	41	framework	framework	NOUN
ajis02-2331	1	42	for	for	ADP
ajis02-2331	1	43	leveraging	leverage	VERB
ajis02-2331	1	44	the	the	DET
ajis02-2331	1	45	knowledge	knowledge	NOUN
ajis02-2331	1	46	-	-	PUNCT
ajis02-2331	1	47	based	base	VERB
ajis02-2331	1	48	web	web	NOUN
ajis02-2331	1	49	ecosystem	ecosystem	NOUN
ajis02-2331	1	50	dengya	dengya	PROPN
ajis02-2331	1	51	zhu	zhu	PROPN
ajis02-2331	1	52	curtin	curtin	PROPN
ajis02-2331	1	53	business	business	PROPN
ajis02-2331	1	54	school	school	PROPN
ajis02-2331	1	55	curtin	curtin	PROPN
ajis02-2331	1	56	university	university	PROPN
ajis02-2331	1	57	shastri	shastri	PROPN
ajis02-2331	1	58	lakshman	lakshman	PROPN
ajis02-2331	1	59	nimmagadda	nimmagadda	PROPN
ajis02-2331	1	60	curtin	curtin	PROPN
ajis02-2331	1	61	business	business	PROPN
ajis02-2331	1	62	school	school	PROPN
ajis02-2331	1	63	curtin	curtin	PROPN
ajis02-2331	1	64	university	university	PROPN
ajis02-2331	1	65	shastri.nimmagadda@curtin.edu.au	shastri.nimmagadda@curtin.edu.au	PROPN
ajis02-2331	1	66	torsten	torsten	PROPN
ajis02-2331	1	67	reiners	reiners	PROPN
ajis02-2331	1	68	curtin	curtin	PROPN
ajis02-2331	1	69	business	business	PROPN
ajis02-2331	1	70	school	school	PROPN
ajis02-2331	1	71	curtin	curtin	PROPN
ajis02-2331	1	72	university	university	PROPN
ajis02-2331	1	73	amit	amit	PROPN
ajis02-2331	1	74	rudra	rudra	PROPN
ajis02-2331	1	75	curtin	curtin	PROPN
ajis02-2331	1	76	business	business	PROPN
ajis02-2331	1	77	school	school	PROPN
ajis02-2331	1	78	curtin	curtin	PROPN
ajis02-2331	1	79	university	university	PROPN
ajis02-2331	1	80	abstract	abstract	NOUN
ajis02-2331	1	81	the	the	DET
ajis02-2331	1	82	explosion	explosion	NOUN
ajis02-2331	1	83	of	of	ADP
ajis02-2331	1	84	information	information	NOUN
ajis02-2331	1	85	constrains	constrain	VERB
ajis02-2331	1	86	the	the	DET
ajis02-2331	1	87	judgement	judgement	NOUN
ajis02-2331	1	88	of	of	ADP
ajis02-2331	1	89	search	search	NOUN
ajis02-2331	1	90	terms	term	NOUN
ajis02-2331	1	91	associated	associate	VERB
ajis02-2331	1	92	with	with	ADP
ajis02-2331	1	93	knowledge	knowledge	NOUN
ajis02-2331	1	94	-	-	PUNCT
ajis02-2331	1	95	based	base	VERB
ajis02-2331	1	96	web	web	NOUN
ajis02-2331	1	97	ecosystem	ecosystem	NOUN
ajis02-2331	1	98	(	(	PUNCT
ajis02-2331	1	99	kbwe	kbwe	NOUN
ajis02-2331	1	100	)	)	PUNCT
ajis02-2331	1	101	,	,	PUNCT
ajis02-2331	1	102	making	make	VERB
ajis02-2331	1	103	the	the	DET
ajis02-2331	1	104	retrieval	retrieval	NOUN
ajis02-2331	1	105	of	of	ADP
ajis02-2331	1	106	relevant	relevant	ADJ
ajis02-2331	1	107	information	information	NOUN
ajis02-2331	1	108	and	and	CCONJ
ajis02-2331	1	109	its	its	PRON
ajis02-2331	1	110	knowledge	knowledge	NOUN
ajis02-2331	1	111	management	management	NOUN
ajis02-2331	1	112	challenging	challenging	ADJ
ajis02-2331	1	113	.	.	PUNCT
ajis02-2331	2	1	the	the	DET
ajis02-2331	2	2	existing	exist	VERB
ajis02-2331	2	3	information	information	NOUN
ajis02-2331	2	4	retrieval	retrieval	NOUN
ajis02-2331	2	5	(	(	PUNCT
ajis02-2331	2	6	ir	ir	NOUN
ajis02-2331	2	7	)	)	PUNCT
ajis02-2331	2	8	tools	tool	NOUN
ajis02-2331	2	9	and	and	CCONJ
ajis02-2331	2	10	their	their	PRON
ajis02-2331	2	11	fusion	fusion	NOUN
ajis02-2331	2	12	in	in	ADP
ajis02-2331	2	13	a	a	DET
ajis02-2331	2	14	framework	framework	NOUN
ajis02-2331	2	15	need	need	VERB
ajis02-2331	2	16	attention	attention	NOUN
ajis02-2331	2	17	,	,	PUNCT
ajis02-2331	2	18	in	in	ADP
ajis02-2331	2	19	which	which	PRON
ajis02-2331	2	20	search	search	NOUN
ajis02-2331	2	21	results	result	NOUN
ajis02-2331	2	22	can	can	AUX
ajis02-2331	2	23	effectively	effectively	ADV
ajis02-2331	2	24	be	be	AUX
ajis02-2331	2	25	managed	manage	VERB
ajis02-2331	2	26	.	.	PUNCT
ajis02-2331	3	1	in	in	ADP
ajis02-2331	3	2	this	this	DET
ajis02-2331	3	3	article	article	NOUN
ajis02-2331	3	4	,	,	PUNCT
ajis02-2331	3	5	we	we	PRON
ajis02-2331	3	6	demonstrate	demonstrate	VERB
ajis02-2331	3	7	the	the	DET
ajis02-2331	3	8	effective	effective	ADJ
ajis02-2331	3	9	use	use	NOUN
ajis02-2331	3	10	of	of	ADP
ajis02-2331	3	11	information	information	NOUN
ajis02-2331	3	12	retrieval	retrieval	NOUN
ajis02-2331	3	13	services	service	NOUN
ajis02-2331	3	14	by	by	ADP
ajis02-2331	3	15	a	a	DET
ajis02-2331	3	16	variety	variety	NOUN
ajis02-2331	3	17	of	of	ADP
ajis02-2331	3	18	users	user	NOUN
ajis02-2331	3	19	and	and	CCONJ
ajis02-2331	3	20	agents	agent	NOUN
ajis02-2331	3	21	in	in	ADP
ajis02-2331	3	22	various	various	ADJ
ajis02-2331	3	23	kbwe	kbwe	ADJ
ajis02-2331	3	24	scenarios	scenario	NOUN
ajis02-2331	3	25	.	.	PUNCT
ajis02-2331	4	1	an	an	DET
ajis02-2331	4	2	innovative	innovative	ADJ
ajis02-2331	4	3	integrated	integrate	VERB
ajis02-2331	4	4	search	search	NOUN
ajis02-2331	4	5	framework	framework	NOUN
ajis02-2331	4	6	(	(	PUNCT
ajis02-2331	4	7	isf	isf	PROPN
ajis02-2331	4	8	)	)	PUNCT
ajis02-2331	4	9	is	be	AUX
ajis02-2331	4	10	proposed	propose	VERB
ajis02-2331	4	11	,	,	PUNCT
ajis02-2331	4	12	which	which	PRON
ajis02-2331	4	13	utilises	utilise	VERB
ajis02-2331	4	14	crawling	crawl	VERB
ajis02-2331	4	15	strategies	strategy	NOUN
ajis02-2331	4	16	,	,	PUNCT
ajis02-2331	4	17	web	web	NOUN
ajis02-2331	4	18	search	search	NOUN
ajis02-2331	4	19	technologies	technology	NOUN
ajis02-2331	4	20	and	and	CCONJ
ajis02-2331	4	21	traditional	traditional	ADJ
ajis02-2331	4	22	database	database	NOUN
ajis02-2331	4	23	search	search	NOUN
ajis02-2331	4	24	methods	method	NOUN
ajis02-2331	4	25	.	.	PUNCT
ajis02-2331	5	1	besides	besides	SCONJ
ajis02-2331	5	2	,	,	PUNCT
ajis02-2331	5	3	isf	isf	PROPN
ajis02-2331	5	4	offers	offer	VERB
ajis02-2331	5	5	comprehensive	comprehensive	ADJ
ajis02-2331	5	6	,	,	PUNCT
ajis02-2331	5	7	dynamic	dynamic	ADJ
ajis02-2331	5	8	,	,	PUNCT
ajis02-2331	5	9	personalized	personalized	ADJ
ajis02-2331	5	10	,	,	PUNCT
ajis02-2331	5	11	and	and	CCONJ
ajis02-2331	5	12	organization	organization	NOUN
ajis02-2331	5	13	-	-	PUNCT
ajis02-2331	5	14	oriented	orient	VERB
ajis02-2331	5	15	information	information	NOUN
ajis02-2331	5	16	retrieval	retrieval	NOUN
ajis02-2331	5	17	services	service	NOUN
ajis02-2331	5	18	,	,	PUNCT
ajis02-2331	5	19	ranging	range	VERB
ajis02-2331	5	20	from	from	ADP
ajis02-2331	5	21	the	the	DET
ajis02-2331	5	22	internet	internet	NOUN
ajis02-2331	5	23	,	,	PUNCT
ajis02-2331	5	24	extranet	extranet	NOUN
ajis02-2331	5	25	,	,	PUNCT
ajis02-2331	5	26	intranet	intranet	NOUN
ajis02-2331	5	27	,	,	PUNCT
ajis02-2331	5	28	to	to	ADP
ajis02-2331	5	29	personal	personal	ADJ
ajis02-2331	5	30	desktop	desktop	NOUN
ajis02-2331	5	31	.	.	PUNCT
ajis02-2331	6	1	in	in	ADP
ajis02-2331	6	2	this	this	DET
ajis02-2331	6	3	empirical	empirical	ADJ
ajis02-2331	6	4	research	research	NOUN
ajis02-2331	6	5	,	,	PUNCT
ajis02-2331	6	6	experiments	experiment	NOUN
ajis02-2331	6	7	are	be	AUX
ajis02-2331	6	8	carried	carry	VERB
ajis02-2331	6	9	out	out	ADP
ajis02-2331	6	10	demonstrating	demonstrate	VERB
ajis02-2331	6	11	the	the	DET
ajis02-2331	6	12	improvements	improvement	NOUN
ajis02-2331	6	13	in	in	ADP
ajis02-2331	6	14	the	the	DET
ajis02-2331	6	15	search	search	NOUN
ajis02-2331	6	16	process	process	NOUN
ajis02-2331	6	17	,	,	PUNCT
ajis02-2331	6	18	as	as	SCONJ
ajis02-2331	6	19	discerned	discern	VERB
ajis02-2331	6	20	in	in	ADP
ajis02-2331	6	21	the	the	DET
ajis02-2331	6	22	conceptual	conceptual	ADJ
ajis02-2331	6	23	isf	isf	PROPN
ajis02-2331	6	24	.	.	PUNCT
ajis02-2331	7	1	the	the	DET
ajis02-2331	7	2	experimental	experimental	ADJ
ajis02-2331	7	3	results	result	NOUN
ajis02-2331	7	4	show	show	VERB
ajis02-2331	7	5	improved	improved	ADJ
ajis02-2331	7	6	precision	precision	NOUN
ajis02-2331	7	7	compared	compare	VERB
ajis02-2331	7	8	with	with	ADP
ajis02-2331	7	9	other	other	ADJ
ajis02-2331	7	10	popular	popular	ADJ
ajis02-2331	7	11	search	search	NOUN
ajis02-2331	7	12	engines	engine	NOUN
ajis02-2331	7	13	.	.	PUNCT
ajis02-2331	8	1	keywords	keyword	NOUN
ajis02-2331	8	2	:	:	PUNCT
ajis02-2331	8	3	integrated	integrate	VERB
ajis02-2331	8	4	search	search	NOUN
ajis02-2331	8	5	framework	framework	NOUN
ajis02-2331	8	6	,	,	PUNCT
ajis02-2331	8	7	information	information	NOUN
ajis02-2331	8	8	retrieval	retrieval	NOUN
ajis02-2331	8	9	,	,	PUNCT
ajis02-2331	8	10	search	search	NOUN
ajis02-2331	8	11	engine	engine	NOUN
ajis02-2331	8	12	,	,	PUNCT
ajis02-2331	8	13	text	text	NOUN
ajis02-2331	8	14	classification	classification	NOUN
ajis02-2331	8	15	,	,	PUNCT
ajis02-2331	8	16	digital	digital	ADJ
ajis02-2331	8	17	ecosystem	ecosystem	NOUN
ajis02-2331	8	18	,	,	PUNCT
ajis02-2331	8	19	information	information	NOUN
ajis02-2331	8	20	management	management	NOUN
ajis02-2331	8	21	,	,	PUNCT
ajis02-2331	8	22	crawler	crawler	NOUN
ajis02-2331	8	23	1	1	NUM
ajis02-2331	8	24	introduction	introduction	NOUN
ajis02-2331	8	25	diverse	diverse	ADJ
ajis02-2331	8	26	domains	domain	NOUN
ajis02-2331	8	27	and	and	CCONJ
ajis02-2331	8	28	contexts	context	NOUN
ajis02-2331	8	29	make	make	VERB
ajis02-2331	8	30	systems	system	NOUN
ajis02-2331	8	31	complex	complex	ADJ
ajis02-2331	8	32	,	,	PUNCT
ajis02-2331	8	33	effecting	effect	VERB
ajis02-2331	8	34	retrieval	retrieval	NOUN
ajis02-2331	8	35	of	of	ADP
ajis02-2331	8	36	data	datum	NOUN
ajis02-2331	8	37	and	and	CCONJ
ajis02-2331	8	38	information	information	NOUN
ajis02-2331	8	39	more	more	ADV
ajis02-2331	8	40	challenging	challenging	ADJ
ajis02-2331	8	41	.	.	PUNCT
ajis02-2331	9	1	the	the	DET
ajis02-2331	9	2	digital	digital	PROPN
ajis02-2331	9	3	ecosystem	ecosystem	NOUN
ajis02-2331	9	4	(	(	PUNCT
ajis02-2331	9	5	gartner	gartner	NOUN
ajis02-2331	9	6	,	,	PUNCT
ajis02-2331	9	7	2017	2017	NUM
ajis02-2331	9	8	)	)	PUNCT
ajis02-2331	9	9	is	be	AUX
ajis02-2331	9	10	an	an	DET
ajis02-2331	9	11	open	open	ADJ
ajis02-2331	9	12	community	community	NOUN
ajis02-2331	9	13	which	which	PRON
ajis02-2331	9	14	holds	hold	VERB
ajis02-2331	9	15	data	datum	NOUN
ajis02-2331	9	16	from	from	ADP
ajis02-2331	9	17	associated	associated	ADJ
ajis02-2331	9	18	communities	community	NOUN
ajis02-2331	9	19	and	and	CCONJ
ajis02-2331	9	20	at	at	ADP
ajis02-2331	9	21	the	the	DET
ajis02-2331	9	22	same	same	ADJ
ajis02-2331	9	23	time	time	NOUN
ajis02-2331	9	24	produces	produce	VERB
ajis02-2331	9	25	consumable	consumable	ADJ
ajis02-2331	9	26	data	datum	NOUN
ajis02-2331	9	27	to	to	PART
ajis02-2331	9	28	benefit	benefit	VERB
ajis02-2331	9	29	others	other	NOUN
ajis02-2331	9	30	.	.	PUNCT
ajis02-2331	10	1	more	more	ADV
ajis02-2331	10	2	specifically	specifically	ADV
ajis02-2331	10	3	,	,	PUNCT
ajis02-2331	10	4	people	people	NOUN
ajis02-2331	10	5	and	and	CCONJ
ajis02-2331	10	6	enterprises	enterprise	NOUN
ajis02-2331	10	7	in	in	ADP
ajis02-2331	10	8	a	a	DET
ajis02-2331	10	9	digital	digital	ADJ
ajis02-2331	10	10	ecosystem	ecosystem	NOUN
ajis02-2331	10	11	share	share	NOUN
ajis02-2331	10	12	standardized	standardize	VERB
ajis02-2331	10	13	digital	digital	ADJ
ajis02-2331	10	14	content	content	NOUN
ajis02-2331	10	15	in	in	ADP
ajis02-2331	10	16	various	various	ADJ
ajis02-2331	10	17	platforms	platform	NOUN
ajis02-2331	10	18	,	,	PUNCT
ajis02-2331	10	19	mutually	mutually	ADV
ajis02-2331	10	20	beneficial	beneficial	ADJ
ajis02-2331	10	21	to	to	ADP
ajis02-2331	10	22	each	each	DET
ajis02-2331	10	23	other	other	ADJ
ajis02-2331	10	24	.	.	PUNCT
ajis02-2331	11	1	moore	moore	PROPN
ajis02-2331	11	2	et	et	PROPN
ajis02-2331	11	3	al	al	PROPN
ajis02-2331	11	4	.	.	PROPN
ajis02-2331	12	1	(	(	PUNCT
ajis02-2331	12	2	2018	2018	NUM
ajis02-2331	12	3	)	)	PUNCT
ajis02-2331	12	4	assess	assess	VERB
ajis02-2331	12	5	the	the	DET
ajis02-2331	12	6	digital	digital	ADJ
ajis02-2331	12	7	value	value	NOUN
ajis02-2331	12	8	in	in	ADP
ajis02-2331	12	9	a	a	DET
ajis02-2331	12	10	case	case	NOUN
ajis02-2331	12	11	study	study	NOUN
ajis02-2331	12	12	with	with	ADP
ajis02-2331	12	13	more	more	ADJ
ajis02-2331	12	14	than	than	ADP
ajis02-2331	12	15	3000	3000	NUM
ajis02-2331	12	16	executives	executive	NOUN
ajis02-2331	12	17	as	as	ADP
ajis02-2331	12	18	“	"	PUNCT
ajis02-2331	12	19	digital	digital	ADJ
ajis02-2331	12	20	ecosystems	ecosystem	NOUN
ajis02-2331	12	21	are	be	AUX
ajis02-2331	12	22	transforming	transform	VERB
ajis02-2331	12	23	the	the	DET
ajis02-2331	12	24	way	way	NOUN
ajis02-2331	12	25	their	their	PRON
ajis02-2331	12	26	organisations	organisation	NOUN
ajis02-2331	12	27	deliver	deliver	VERB
ajis02-2331	12	28	value	value	NOUN
ajis02-2331	12	29	”	"	PUNCT
ajis02-2331	12	30	(	(	PUNCT
ajis02-2331	12	31	moore	moore	PROPN
ajis02-2331	12	32	et	et	PROPN
ajis02-2331	12	33	al	al	PROPN
ajis02-2331	12	34	,	,	PUNCT
ajis02-2331	12	35	page	page	NOUN
ajis02-2331	12	36	5	5	NUM
ajis02-2331	12	37	)	)	PUNCT
ajis02-2331	12	38	.	.	PUNCT
ajis02-2331	13	1	however	however	ADV
ajis02-2331	13	2	,	,	PUNCT
ajis02-2331	13	3	data	datum	NOUN
ajis02-2331	13	4	in	in	ADP
ajis02-2331	13	5	digital	digital	ADJ
ajis02-2331	13	6	ecosystems	ecosystem	NOUN
ajis02-2331	13	7	are	be	AUX
ajis02-2331	13	8	distributive	distributive	ADJ
ajis02-2331	13	9	,	,	PUNCT
ajis02-2331	13	10	complex	complex	ADJ
ajis02-2331	13	11	,	,	PUNCT
ajis02-2331	13	12	heterogeneous	heterogeneous	ADJ
ajis02-2331	13	13	,	,	PUNCT
ajis02-2331	13	14	and	and	CCONJ
ajis02-2331	13	15	multidimensional	multidimensional	ADJ
ajis02-2331	13	16	(	(	PUNCT
ajis02-2331	13	17	barrows	barrow	NOUN
ajis02-2331	13	18	and	and	CCONJ
ajis02-2331	13	19	traverso	traverso	NOUN
ajis02-2331	13	20	,	,	PUNCT
ajis02-2331	13	21	2006	2006	NUM
ajis02-2331	13	22	)	)	PUNCT
ajis02-2331	13	23	.	.	PUNCT
ajis02-2331	14	1	in	in	ADP
ajis02-2331	14	2	other	other	ADJ
ajis02-2331	14	3	words	word	NOUN
ajis02-2331	14	4	,	,	PUNCT
ajis02-2331	14	5	they	they	PRON
ajis02-2331	14	6	have	have	VERB
ajis02-2331	14	7	all	all	DET
ajis02-2331	14	8	the	the	DET
ajis02-2331	14	9	features	feature	NOUN
ajis02-2331	14	10	of	of	ADP
ajis02-2331	14	11	big	big	ADJ
ajis02-2331	14	12	data	datum	NOUN
ajis02-2331	14	13	.	.	PUNCT
ajis02-2331	15	1	for	for	ADP
ajis02-2331	15	2	example	example	NOUN
ajis02-2331	15	3	,	,	PUNCT
ajis02-2331	15	4	the	the	DET
ajis02-2331	15	5	volume	volume	NOUN
ajis02-2331	15	6	of	of	ADP
ajis02-2331	15	7	the	the	DET
ajis02-2331	15	8	data	datum	NOUN
ajis02-2331	15	9	generated	generate	VERB
ajis02-2331	15	10	per	per	ADP
ajis02-2331	15	11	hour	hour	NOUN
ajis02-2331	15	12	in	in	ADP
ajis02-2331	15	13	a	a	DET
ajis02-2331	15	14	digital	digital	ADJ
ajis02-2331	15	15	ecosystem	ecosystem	NOUN
ajis02-2331	15	16	ranges	range	VERB
ajis02-2331	15	17	australasian	australasian	ADJ
ajis02-2331	15	18	journal	journal	NOUN
ajis02-2331	15	19	of	of	ADP
ajis02-2331	15	20	information	information	NOUN
ajis02-2331	15	21	systems	systems	PROPN
ajis02-2331	15	22	zhu	zhu	PROPN
ajis02-2331	15	23	,	,	PUNCT
ajis02-2331	15	24	nimmagadda	nimmagadda	NOUN
ajis02-2331	15	25	,	,	PUNCT
ajis02-2331	15	26	reiners	reiner	NOUN
ajis02-2331	15	27	&	&	CCONJ
ajis02-2331	15	28	rudra	rudra	PROPN
ajis02-2331	15	29	2020	2020	NUM
ajis02-2331	15	30	,	,	PUNCT
ajis02-2331	15	31	vol	vol	NOUN
ajis02-2331	15	32	24	24	NUM
ajis02-2331	15	33	,	,	PUNCT
ajis02-2331	15	34	research	research	NOUN
ajis02-2331	15	35	article	article	NOUN
ajis02-2331	15	36	integrated	integrate	VERB
ajis02-2331	15	37	search	search	NOUN
ajis02-2331	15	38	framework	framework	NOUN
ajis02-2331	15	39	for	for	ADP
ajis02-2331	15	40	the	the	DET
ajis02-2331	15	41	knowledge	knowledge	NOUN
ajis02-2331	15	42	-	-	PUNCT
ajis02-2331	15	43	based	base	VERB
ajis02-2331	15	44	web	web	NOUN
ajis02-2331	15	45	ecosystem	ecosystem	NOUN
ajis02-2331	15	46	2	2	NUM
ajis02-2331	15	47	from	from	ADP
ajis02-2331	15	48	megabytes	megabyte	NOUN
ajis02-2331	15	49	to	to	ADP
ajis02-2331	15	50	gigabytes	gigabyte	NOUN
ajis02-2331	15	51	to	to	PART
ajis02-2331	15	52	terabytes	terabyte	NOUN
ajis02-2331	15	53	;	;	PUNCT
ajis02-2331	15	54	tens	ten	NOUN
ajis02-2331	15	55	of	of	ADP
ajis02-2331	15	56	thousands	thousand	NOUN
ajis02-2331	15	57	of	of	ADP
ajis02-2331	15	58	bytes	byte	NOUN
ajis02-2331	15	59	of	of	ADP
ajis02-2331	15	60	data	datum	NOUN
ajis02-2331	15	61	are	be	AUX
ajis02-2331	15	62	transported	transport	VERB
ajis02-2331	15	63	per	per	ADP
ajis02-2331	15	64	seconds	second	NOUN
ajis02-2331	15	65	,	,	PUNCT
ajis02-2331	15	66	demonstrating	demonstrate	VERB
ajis02-2331	15	67	velocity	velocity	NOUN
ajis02-2331	15	68	of	of	ADP
ajis02-2331	15	69	data	datum	NOUN
ajis02-2331	15	70	.	.	PUNCT
ajis02-2331	16	1	for	for	ADP
ajis02-2331	16	2	a	a	DET
ajis02-2331	16	3	variety	variety	NOUN
ajis02-2331	16	4	of	of	ADP
ajis02-2331	16	5	data	datum	NOUN
ajis02-2331	16	6	,	,	PUNCT
ajis02-2331	16	7	formats	format	NOUN
ajis02-2331	16	8	vary	vary	VERB
ajis02-2331	16	9	from	from	ADP
ajis02-2331	16	10	,	,	PUNCT
ajis02-2331	16	11	for	for	ADP
ajis02-2331	16	12	example	example	NOUN
ajis02-2331	16	13	,	,	PUNCT
ajis02-2331	16	14	emails	email	NOUN
ajis02-2331	16	15	to	to	ADP
ajis02-2331	16	16	instant	instant	ADJ
ajis02-2331	16	17	messages	message	NOUN
ajis02-2331	16	18	and	and	CCONJ
ajis02-2331	16	19	images	image	NOUN
ajis02-2331	16	20	to	to	ADP
ajis02-2331	16	21	streaming	streaming	NOUN
ajis02-2331	16	22	data	datum	NOUN
ajis02-2331	16	23	.	.	PUNCT
ajis02-2331	17	1	the	the	DET
ajis02-2331	17	2	heterogeneity	heterogeneity	NOUN
ajis02-2331	17	3	and	and	CCONJ
ajis02-2331	17	4	multidimensionality	multidimensionality	NOUN
ajis02-2331	17	5	of	of	ADP
ajis02-2331	17	6	ecosystems	ecosystem	NOUN
ajis02-2331	17	7	and	and	CCONJ
ajis02-2331	17	8	their	their	PRON
ajis02-2331	17	9	data	data	NOUN
ajis02-2331	17	10	sources	source	NOUN
ajis02-2331	17	11	force	force	VERB
ajis02-2331	17	12	the	the	DET
ajis02-2331	17	13	management	management	NOUN
ajis02-2331	17	14	information	information	NOUN
ajis02-2331	17	15	systems	system	NOUN
ajis02-2331	17	16	to	to	PART
ajis02-2331	17	17	make	make	VERB
ajis02-2331	17	18	amendments	amendment	NOUN
ajis02-2331	17	19	,	,	PUNCT
ajis02-2331	17	20	for	for	ADP
ajis02-2331	17	21	creating	create	VERB
ajis02-2331	17	22	scopes	scope	NOUN
ajis02-2331	17	23	of	of	ADP
ajis02-2331	17	24	better	well	ADJ
ajis02-2331	17	25	information	information	NOUN
ajis02-2331	17	26	retrieval	retrieval	NOUN
ajis02-2331	17	27	methods	method	NOUN
ajis02-2331	17	28	and	and	CCONJ
ajis02-2331	17	29	search	search	NOUN
ajis02-2331	17	30	functions	function	NOUN
ajis02-2331	17	31	,	,	PUNCT
ajis02-2331	17	32	adaptable	adaptable	ADJ
ajis02-2331	17	33	to	to	ADP
ajis02-2331	17	34	a	a	DET
ajis02-2331	17	35	new	new	ADJ
ajis02-2331	17	36	information	information	NOUN
ajis02-2331	17	37	-	-	PUNCT
ajis02-2331	17	38	access	access	NOUN
ajis02-2331	17	39	era	era	NOUN
ajis02-2331	17	40	.	.	PUNCT
ajis02-2331	18	1	information	information	NOUN
ajis02-2331	18	2	retrieval	retrieval	NOUN
ajis02-2331	18	3	needs	need	VERB
ajis02-2331	18	4	more	more	ADV
ajis02-2331	18	5	specific	specific	ADJ
ajis02-2331	18	6	search	search	NOUN
ajis02-2331	18	7	tools	tool	NOUN
ajis02-2331	18	8	and	and	CCONJ
ajis02-2331	18	9	formulations	formulation	NOUN
ajis02-2331	18	10	in	in	ADP
ajis02-2331	18	11	addition	addition	NOUN
ajis02-2331	18	12	to	to	ADP
ajis02-2331	18	13	the	the	DET
ajis02-2331	18	14	presentation	presentation	NOUN
ajis02-2331	18	15	of	of	ADP
ajis02-2331	18	16	search	search	NOUN
ajis02-2331	18	17	results	result	NOUN
ajis02-2331	18	18	in	in	ADP
ajis02-2331	18	19	a	a	DET
ajis02-2331	18	20	way	way	NOUN
ajis02-2331	18	21	they	they	PRON
ajis02-2331	18	22	can	can	AUX
ajis02-2331	18	23	be	be	AUX
ajis02-2331	18	24	better	well	ADV
ajis02-2331	18	25	interpreted	interpret	VERB
ajis02-2331	18	26	and	and	CCONJ
ajis02-2331	18	27	analysed	analyse	VERB
ajis02-2331	18	28	.	.	PUNCT
ajis02-2331	19	1	multiple	multiple	ADJ
ajis02-2331	19	2	information	information	NOUN
ajis02-2331	19	3	scenarios	scenario	NOUN
ajis02-2331	19	4	of	of	ADP
ajis02-2331	19	5	web	web	NOUN
ajis02-2331	19	6	ecosystems	ecosystem	NOUN
ajis02-2331	19	7	make	make	VERB
ajis02-2331	19	8	businesses	business	NOUN
ajis02-2331	19	9	shifting	shift	VERB
ajis02-2331	19	10	their	their	PRON
ajis02-2331	19	11	focus	focus	NOUN
ajis02-2331	19	12	to	to	ADP
ajis02-2331	19	13	new	new	ADJ
ajis02-2331	19	14	flexible	flexible	ADJ
ajis02-2331	19	15	,	,	PUNCT
ajis02-2331	19	16	re	re	NOUN
ajis02-2331	19	17	-	-	NOUN
ajis02-2331	19	18	configurable	configurable	ADJ
ajis02-2331	19	19	,	,	PUNCT
ajis02-2331	19	20	and	and	CCONJ
ajis02-2331	19	21	collaborative	collaborative	ADJ
ajis02-2331	19	22	search	search	NOUN
ajis02-2331	19	23	models	model	NOUN
ajis02-2331	19	24	.	.	PUNCT
ajis02-2331	20	1	consequently	consequently	ADV
ajis02-2331	20	2	,	,	PUNCT
ajis02-2331	20	3	they	they	PRON
ajis02-2331	20	4	should	should	AUX
ajis02-2331	20	5	adapt	adapt	VERB
ajis02-2331	20	6	to	to	ADP
ajis02-2331	20	7	digitalization	digitalization	NOUN
ajis02-2331	20	8	trends	trend	NOUN
ajis02-2331	20	9	,	,	PUNCT
ajis02-2331	20	10	and	and	CCONJ
ajis02-2331	20	11	strive	strive	VERB
ajis02-2331	20	12	to	to	PART
ajis02-2331	20	13	leverage	leverage	VERB
ajis02-2331	20	14	their	their	PRON
ajis02-2331	20	15	data	datum	NOUN
ajis02-2331	20	16	for	for	ADP
ajis02-2331	20	17	competitive	competitive	ADJ
ajis02-2331	20	18	advantage	advantage	NOUN
ajis02-2331	20	19	.	.	PUNCT
ajis02-2331	21	1	with	with	ADP
ajis02-2331	21	2	the	the	DET
ajis02-2331	21	3	vast	vast	ADJ
ajis02-2331	21	4	amount	amount	NOUN
ajis02-2331	21	5	of	of	ADP
ajis02-2331	21	6	data	datum	NOUN
ajis02-2331	21	7	in	in	ADP
ajis02-2331	21	8	hand	hand	NOUN
ajis02-2331	21	9	,	,	PUNCT
ajis02-2331	21	10	one	one	NUM
ajis02-2331	21	11	of	of	ADP
ajis02-2331	21	12	the	the	DET
ajis02-2331	21	13	distinct	distinct	ADJ
ajis02-2331	21	14	steps	step	NOUN
ajis02-2331	21	15	for	for	ADP
ajis02-2331	21	16	organizations	organization	NOUN
ajis02-2331	21	17	is	be	AUX
ajis02-2331	21	18	to	to	PART
ajis02-2331	21	19	facilitate	facilitate	VERB
ajis02-2331	21	20	the	the	DET
ajis02-2331	21	21	data	datum	NOUN
ajis02-2331	21	22	search	search	NOUN
ajis02-2331	21	23	process	process	NOUN
ajis02-2331	21	24	by	by	ADP
ajis02-2331	21	25	easing	ease	VERB
ajis02-2331	21	26	the	the	DET
ajis02-2331	21	27	complexity	complexity	NOUN
ajis02-2331	21	28	of	of	ADP
ajis02-2331	21	29	digital	digital	ADJ
ajis02-2331	21	30	web	web	NOUN
ajis02-2331	21	31	ecosystems	ecosystem	NOUN
ajis02-2331	21	32	.	.	PUNCT
ajis02-2331	22	1	for	for	ADP
ajis02-2331	22	2	example	example	NOUN
ajis02-2331	22	3	,	,	PUNCT
ajis02-2331	22	4	commonwealth	commonwealth	PROPN
ajis02-2331	22	5	bank	bank	PROPN
ajis02-2331	22	6	of	of	ADP
ajis02-2331	22	7	australia	australia	PROPN
ajis02-2331	22	8	(	(	PUNCT
ajis02-2331	22	9	cba	cba	PROPN
ajis02-2331	22	10	)	)	PUNCT
ajis02-2331	22	11	developed	develop	VERB
ajis02-2331	22	12	an	an	DET
ajis02-2331	22	13	app	app	NOUN
ajis02-2331	22	14	that	that	PRON
ajis02-2331	22	15	assists	assist	VERB
ajis02-2331	22	16	users	user	NOUN
ajis02-2331	22	17	to	to	PART
ajis02-2331	22	18	search	search	VERB
ajis02-2331	22	19	properties	property	NOUN
ajis02-2331	22	20	that	that	SCONJ
ajis02-2331	22	21	they	they	PRON
ajis02-2331	22	22	are	be	AUX
ajis02-2331	22	23	interested	interested	ADJ
ajis02-2331	22	24	in	in	ADP
ajis02-2331	22	25	with	with	ADP
ajis02-2331	22	26	sale	sale	NOUN
ajis02-2331	22	27	price	price	NOUN
ajis02-2331	22	28	history	history	NOUN
ajis02-2331	22	29	as	as	ADV
ajis02-2331	22	30	well	well	ADV
ajis02-2331	22	31	as	as	ADP
ajis02-2331	22	32	similar	similar	ADJ
ajis02-2331	22	33	information	information	NOUN
ajis02-2331	22	34	of	of	ADP
ajis02-2331	22	35	other	other	ADJ
ajis02-2331	22	36	properties	property	NOUN
ajis02-2331	22	37	nearby	nearby	ADV
ajis02-2331	22	38	,	,	PUNCT
ajis02-2331	22	39	and	and	CCONJ
ajis02-2331	22	40	then	then	ADV
ajis02-2331	22	41	with	with	ADP
ajis02-2331	22	42	mortgage	mortgage	NOUN
ajis02-2331	22	43	link	link	NOUN
ajis02-2331	22	44	points	point	NOUN
ajis02-2331	22	45	to	to	ADP
ajis02-2331	22	46	cba	cba	PROPN
ajis02-2331	22	47	.	.	PUNCT
ajis02-2331	23	1	after	after	ADP
ajis02-2331	23	2	six	six	NUM
ajis02-2331	23	3	months	month	NOUN
ajis02-2331	23	4	,	,	PUNCT
ajis02-2331	23	5	consumers	consumer	NOUN
ajis02-2331	23	6	made	make	VERB
ajis02-2331	23	7	more	more	ADJ
ajis02-2331	23	8	than	than	ADP
ajis02-2331	23	9	1.2	1.2	NUM
ajis02-2331	23	10	million	million	NUM
ajis02-2331	23	11	property	property	NOUN
ajis02-2331	23	12	searches	search	NOUN
ajis02-2331	23	13	,	,	PUNCT
ajis02-2331	23	14	and	and	CCONJ
ajis02-2331	23	15	the	the	DET
ajis02-2331	23	16	app	app	NOUN
ajis02-2331	23	17	’s	’s	PART
ajis02-2331	23	18	return	return	NOUN
ajis02-2331	23	19	on	on	ADP
ajis02-2331	23	20	investment	investment	NOUN
ajis02-2331	23	21	is	be	AUX
ajis02-2331	23	22	109	109	NUM
ajis02-2331	23	23	%	%	NOUN
ajis02-2331	23	24	(	(	PUNCT
ajis02-2331	23	25	weill	weill	NOUN
ajis02-2331	23	26	and	and	CCONJ
ajis02-2331	23	27	woerner	woerner	NOUN
ajis02-2331	23	28	,	,	PUNCT
ajis02-2331	23	29	2015	2015	NUM
ajis02-2331	23	30	)	)	PUNCT
ajis02-2331	23	31	.	.	PUNCT
ajis02-2331	24	1	for	for	ADP
ajis02-2331	24	2	exploring	explore	VERB
ajis02-2331	24	3	web	web	NOUN
ajis02-2331	24	4	-	-	PUNCT
ajis02-2331	24	5	based	base	VERB
ajis02-2331	24	6	digital	digital	ADJ
ajis02-2331	24	7	ecosystems	ecosystem	NOUN
ajis02-2331	24	8	,	,	PUNCT
ajis02-2331	24	9	relevant	relevant	ADJ
ajis02-2331	24	10	enterprise	enterprise	NOUN
ajis02-2331	24	11	-	-	PUNCT
ajis02-2331	24	12	level	level	NOUN
ajis02-2331	24	13	search	search	NOUN
ajis02-2331	24	14	tools	tool	NOUN
ajis02-2331	24	15	/	/	SYM
ajis02-2331	24	16	platforms	platform	NOUN
ajis02-2331	24	17	are	be	AUX
ajis02-2331	24	18	described	describe	VERB
ajis02-2331	24	19	in	in	ADP
ajis02-2331	24	20	barrows	barrow	NOUN
ajis02-2331	24	21	and	and	CCONJ
ajis02-2331	24	22	traverso	traverso	NOUN
ajis02-2331	24	23	(	(	PUNCT
ajis02-2331	24	24	2006	2006	NUM
ajis02-2331	24	25	)	)	PUNCT
ajis02-2331	24	26	.	.	PUNCT
ajis02-2331	25	1	the	the	DET
ajis02-2331	25	2	apache	apache	PROPN
ajis02-2331	25	3	solar	solar	PROPN
ajis02-2331	25	4	and	and	CCONJ
ajis02-2331	25	5	lucene	lucene	PROPN
ajis02-2331	25	6	are	be	AUX
ajis02-2331	25	7	typical	typical	ADJ
ajis02-2331	25	8	examples	example	NOUN
ajis02-2331	25	9	of	of	ADP
ajis02-2331	25	10	the	the	DET
ajis02-2331	25	11	type	type	NOUN
ajis02-2331	25	12	of	of	ADP
ajis02-2331	25	13	search	search	NOUN
ajis02-2331	25	14	tools	tool	NOUN
ajis02-2331	25	15	,	,	PUNCT
ajis02-2331	25	16	which	which	PRON
ajis02-2331	25	17	provide	provide	VERB
ajis02-2331	25	18	services	service	NOUN
ajis02-2331	25	19	at	at	ADP
ajis02-2331	25	20	an	an	DET
ajis02-2331	25	21	enterprise	enterprise	NOUN
ajis02-2331	25	22	level	level	NOUN
ajis02-2331	25	23	(	(	PUNCT
ajis02-2331	25	24	mccandless	mccandless	NOUN
ajis02-2331	25	25	et	et	PROPN
ajis02-2331	25	26	al	al	PROPN
ajis02-2331	25	27	.	.	PROPN
ajis02-2331	25	28	2010	2010	NUM
ajis02-2331	25	29	)	)	PUNCT
ajis02-2331	25	30	.	.	PUNCT
ajis02-2331	26	1	they	they	PRON
ajis02-2331	26	2	offer	offer	VERB
ajis02-2331	26	3	distributed	distribute	VERB
ajis02-2331	26	4	indexing	indexing	NOUN
ajis02-2331	26	5	/	/	SYM
ajis02-2331	26	6	searching	search	VERB
ajis02-2331	26	7	services	service	NOUN
ajis02-2331	26	8	with	with	ADP
ajis02-2331	26	9	high	high	ADJ
ajis02-2331	26	10	scalability	scalability	NOUN
ajis02-2331	26	11	,	,	PUNCT
ajis02-2331	26	12	availability	availability	NOUN
ajis02-2331	26	13	and	and	CCONJ
ajis02-2331	26	14	extensibility	extensibility	NOUN
ajis02-2331	26	15	features	feature	NOUN
ajis02-2331	26	16	.	.	PUNCT
ajis02-2331	27	1	the	the	DET
ajis02-2331	27	2	customized	customize	VERB
ajis02-2331	27	3	version	version	NOUN
ajis02-2331	27	4	may	may	AUX
ajis02-2331	27	5	include	include	VERB
ajis02-2331	27	6	an	an	DET
ajis02-2331	27	7	entity	entity	NOUN
ajis02-2331	27	8	extractor	extractor	NOUN
ajis02-2331	27	9	,	,	PUNCT
ajis02-2331	27	10	thesaurus	thesaurus	NOUN
ajis02-2331	27	11	,	,	PUNCT
ajis02-2331	27	12	classification	classification	NOUN
ajis02-2331	27	13	,	,	PUNCT
ajis02-2331	27	14	filtering	filtering	NOUN
ajis02-2331	27	15	and	and	CCONJ
ajis02-2331	27	16	other	other	ADJ
ajis02-2331	27	17	characteristics	characteristic	NOUN
ajis02-2331	27	18	.	.	PUNCT
ajis02-2331	28	1	desktop	desktop	NOUN
ajis02-2331	28	2	search	search	NOUN
ajis02-2331	28	3	that	that	PRON
ajis02-2331	28	4	focuses	focus	VERB
ajis02-2331	28	5	on	on	ADP
ajis02-2331	28	6	retrieving	retrieve	VERB
ajis02-2331	28	7	local	local	ADJ
ajis02-2331	28	8	files	file	NOUN
ajis02-2331	28	9	residing	reside	VERB
ajis02-2331	28	10	on	on	ADP
ajis02-2331	28	11	personal	personal	ADJ
ajis02-2331	28	12	desktop	desktop	NOUN
ajis02-2331	28	13	computers	computer	NOUN
ajis02-2331	28	14	,	,	PUNCT
ajis02-2331	28	15	messages	message	NOUN
ajis02-2331	28	16	,	,	PUNCT
ajis02-2331	28	17	emails	email	NOUN
ajis02-2331	28	18	,	,	PUNCT
ajis02-2331	28	19	and	and	CCONJ
ajis02-2331	28	20	browsing	browse	VERB
ajis02-2331	28	21	history	history	NOUN
ajis02-2331	28	22	,	,	PUNCT
ajis02-2331	28	23	is	be	AUX
ajis02-2331	28	24	another	another	DET
ajis02-2331	28	25	type	type	NOUN
ajis02-2331	28	26	of	of	ADP
ajis02-2331	28	27	searching	search	VERB
ajis02-2331	28	28	tool	tool	NOUN
ajis02-2331	28	29	.	.	PUNCT
ajis02-2331	29	1	the	the	DET
ajis02-2331	29	2	third	third	ADJ
ajis02-2331	29	3	type	type	NOUN
ajis02-2331	29	4	of	of	ADP
ajis02-2331	29	5	such	such	ADJ
ajis02-2331	29	6	gadget	gadget	NOUN
ajis02-2331	29	7	is	be	AUX
ajis02-2331	29	8	an	an	DET
ajis02-2331	29	9	intranet	intranet	NOUN
ajis02-2331	29	10	search	search	NOUN
ajis02-2331	29	11	engine	engine	NOUN
ajis02-2331	29	12	,	,	PUNCT
ajis02-2331	29	13	which	which	PRON
ajis02-2331	29	14	crawls	crawl	VERB
ajis02-2331	29	15	information	information	NOUN
ajis02-2331	29	16	from	from	ADP
ajis02-2331	29	17	servers	server	NOUN
ajis02-2331	29	18	within	within	ADP
ajis02-2331	29	19	an	an	DET
ajis02-2331	29	20	intranet	intranet	NOUN
ajis02-2331	29	21	to	to	ADP
ajis02-2331	29	22	local	local	ADJ
ajis02-2331	29	23	networks	network	NOUN
ajis02-2331	29	24	.	.	PUNCT
ajis02-2331	30	1	for	for	ADP
ajis02-2331	30	2	resolving	resolve	VERB
ajis02-2331	30	3	enterprise	enterprise	NOUN
ajis02-2331	30	4	-	-	PUNCT
ajis02-2331	30	5	scale	scale	NOUN
ajis02-2331	30	6	problems	problem	NOUN
ajis02-2331	30	7	,	,	PUNCT
ajis02-2331	30	8	a	a	DET
ajis02-2331	30	9	search	search	NOUN
ajis02-2331	30	10	engine	engine	NOUN
ajis02-2331	30	11	should	should	AUX
ajis02-2331	30	12	support	support	VERB
ajis02-2331	30	13	and	and	CCONJ
ajis02-2331	30	14	combine	combine	VERB
ajis02-2331	30	15	tagging	tagging	NOUN
ajis02-2331	30	16	,	,	PUNCT
ajis02-2331	30	17	categorization	categorization	NOUN
ajis02-2331	30	18	and	and	CCONJ
ajis02-2331	30	19	navigation	navigation	NOUN
ajis02-2331	30	20	tools	tool	NOUN
ajis02-2331	30	21	to	to	PART
ajis02-2331	30	22	improve	improve	VERB
ajis02-2331	30	23	the	the	DET
ajis02-2331	30	24	end	end	NOUN
ajis02-2331	30	25	-	-	PUNCT
ajis02-2331	30	26	user	user	NOUN
ajis02-2331	30	27	experience	experience	NOUN
ajis02-2331	30	28	.	.	PUNCT
ajis02-2331	31	1	an	an	DET
ajis02-2331	31	2	enterprise	enterprise	NOUN
ajis02-2331	31	3	metadata	metadata	NOUN
ajis02-2331	31	4	category	category	NOUN
ajis02-2331	31	5	–	–	PUNCT
ajis02-2331	31	6	ontology	ontology	NOUN
ajis02-2331	31	7	-	-	PUNCT
ajis02-2331	31	8	based	base	VERB
ajis02-2331	31	9	metadata	metadata	NOUN
ajis02-2331	31	10	–	–	PUNCT
ajis02-2331	31	11	can	can	AUX
ajis02-2331	31	12	be	be	AUX
ajis02-2331	31	13	built	build	VERB
ajis02-2331	31	14	to	to	PART
ajis02-2331	31	15	define	define	VERB
ajis02-2331	31	16	a	a	DET
ajis02-2331	31	17	metadata	metadata	ADJ
ajis02-2331	31	18	schema	schema	NOUN
ajis02-2331	31	19	,	,	PUNCT
ajis02-2331	31	20	to	to	PART
ajis02-2331	31	21	index	index	VERB
ajis02-2331	31	22	a	a	DET
ajis02-2331	31	23	set	set	NOUN
ajis02-2331	31	24	of	of	ADP
ajis02-2331	31	25	documents	document	NOUN
ajis02-2331	31	26	,	,	PUNCT
ajis02-2331	31	27	and	and	CCONJ
ajis02-2331	31	28	write	write	VERB
ajis02-2331	31	29	a	a	DET
ajis02-2331	31	30	user	user	NOUN
ajis02-2331	31	31	interface	interface	NOUN
ajis02-2331	31	32	for	for	ADP
ajis02-2331	31	33	querying	query	VERB
ajis02-2331	31	34	and	and	CCONJ
ajis02-2331	31	35	displaying	display	VERB
ajis02-2331	31	36	results	result	NOUN
ajis02-2331	31	37	.	.	PUNCT
ajis02-2331	32	1	even	even	ADV
ajis02-2331	32	2	though	though	SCONJ
ajis02-2331	32	3	automatic	automatic	ADJ
ajis02-2331	32	4	metadata	metadata	NOUN
ajis02-2331	32	5	extraction	extraction	NOUN
ajis02-2331	32	6	is	be	AUX
ajis02-2331	32	7	never	never	ADV
ajis02-2331	32	8	perfect	perfect	ADJ
ajis02-2331	32	9	,	,	PUNCT
ajis02-2331	32	10	a	a	DET
ajis02-2331	32	11	user	user	NOUN
ajis02-2331	32	12	interface	interface	NOUN
ajis02-2331	32	13	is	be	AUX
ajis02-2331	32	14	needed	need	VERB
ajis02-2331	32	15	to	to	PART
ajis02-2331	32	16	allow	allow	VERB
ajis02-2331	32	17	amendments	amendment	NOUN
ajis02-2331	32	18	and	and	CCONJ
ajis02-2331	32	19	re	re	NOUN
ajis02-2331	32	20	-	-	NOUN
ajis02-2331	32	21	use	use	NOUN
ajis02-2331	32	22	of	of	ADP
ajis02-2331	32	23	the	the	DET
ajis02-2331	32	24	metadata	metadata	NOUN
ajis02-2331	32	25	.	.	PUNCT
ajis02-2331	33	1	in	in	ADP
ajis02-2331	33	2	addition	addition	NOUN
ajis02-2331	33	3	,	,	PUNCT
ajis02-2331	33	4	an	an	DET
ajis02-2331	33	5	ecosystem	ecosystem	NOUN
ajis02-2331	33	6	that	that	PRON
ajis02-2331	33	7	is	be	AUX
ajis02-2331	33	8	supported	support	VERB
ajis02-2331	33	9	by	by	ADP
ajis02-2331	33	10	kbwe	kbwe	NOUN
ajis02-2331	33	11	should	should	AUX
ajis02-2331	33	12	satisfy	satisfy	VERB
ajis02-2331	33	13	scalability	scalability	NOUN
ajis02-2331	33	14	,	,	PUNCT
ajis02-2331	33	15	security	security	NOUN
ajis02-2331	33	16	,	,	PUNCT
ajis02-2331	33	17	metadata	metadata	NOUN
ajis02-2331	33	18	update	update	NOUN
ajis02-2331	33	19	,	,	PUNCT
ajis02-2331	33	20	view	view	NOUN
ajis02-2331	33	21	privilege	privilege	NOUN
ajis02-2331	33	22	and	and	CCONJ
ajis02-2331	33	23	query	query	NOUN
ajis02-2331	33	24	(	(	PUNCT
ajis02-2331	33	25	search	search	NOUN
ajis02-2331	33	26	-	-	PUNCT
ajis02-2331	33	27	term	term	NOUN
ajis02-2331	33	28	)	)	PUNCT
ajis02-2331	33	29	optimization	optimization	NOUN
ajis02-2331	33	30	criteria	criterion	NOUN
ajis02-2331	33	31	(	(	PUNCT
ajis02-2331	33	32	albro	albro	PROPN
ajis02-2331	33	33	,	,	PUNCT
ajis02-2331	33	34	2006	2006	NUM
ajis02-2331	33	35	)	)	PUNCT
ajis02-2331	33	36	.	.	PUNCT
ajis02-2331	34	1	the	the	DET
ajis02-2331	34	2	introduction	introduction	NOUN
ajis02-2331	34	3	has	have	AUX
ajis02-2331	34	4	motivated	motivate	VERB
ajis02-2331	34	5	us	we	PRON
ajis02-2331	34	6	exploring	explore	VERB
ajis02-2331	34	7	the	the	DET
ajis02-2331	34	8	current	current	ADJ
ajis02-2331	34	9	literature	literature	NOUN
ajis02-2331	34	10	to	to	PART
ajis02-2331	34	11	identify	identify	VERB
ajis02-2331	34	12	the	the	DET
ajis02-2331	34	13	research	research	NOUN
ajis02-2331	34	14	purpose	purpose	NOUN
ajis02-2331	34	15	in	in	ADP
ajis02-2331	34	16	the	the	DET
ajis02-2331	34	17	contexts	contexts	NOUN
ajis02-2331	34	18	of	of	ADP
ajis02-2331	34	19	information	information	NOUN
ajis02-2331	34	20	retrieval	retrieval	NOUN
ajis02-2331	34	21	from	from	ADP
ajis02-2331	34	22	not	not	PART
ajis02-2331	34	23	only	only	ADV
ajis02-2331	34	24	large	large	ADJ
ajis02-2331	34	25	size	size	NOUN
ajis02-2331	34	26	data	data	NOUN
ajis02-2331	34	27	sources	source	NOUN
ajis02-2331	34	28	but	but	CCONJ
ajis02-2331	34	29	also	also	ADV
ajis02-2331	34	30	the	the	DET
ajis02-2331	34	31	type	type	NOUN
ajis02-2331	34	32	of	of	ADP
ajis02-2331	34	33	support	support	NOUN
ajis02-2331	34	34	needed	need	VERB
ajis02-2331	34	35	to	to	PART
ajis02-2331	34	36	retrieve	retrieve	VERB
ajis02-2331	34	37	the	the	DET
ajis02-2331	34	38	relevant	relevant	ADJ
ajis02-2331	34	39	facts	fact	NOUN
ajis02-2331	34	40	and	and	CCONJ
ajis02-2331	34	41	ascertain	ascertain	VERB
ajis02-2331	34	42	their	their	PRON
ajis02-2331	34	43	evaluable	evaluable	ADJ
ajis02-2331	34	44	precision	precision	NOUN
ajis02-2331	34	45	.	.	PUNCT
ajis02-2331	35	1	in	in	ADP
ajis02-2331	35	2	addition	addition	NOUN
ajis02-2331	35	3	,	,	PUNCT
ajis02-2331	35	4	we	we	PRON
ajis02-2331	35	5	review	review	VERB
ajis02-2331	35	6	the	the	DET
ajis02-2331	35	7	existing	exist	VERB
ajis02-2331	35	8	ir	ir	NOUN
ajis02-2331	35	9	designs	design	NOUN
ajis02-2331	35	10	with	with	ADP
ajis02-2331	35	11	implementable	implementable	ADJ
ajis02-2331	35	12	framework	framework	NOUN
ajis02-2331	35	13	,	,	PUNCT
ajis02-2331	35	14	as	as	SCONJ
ajis02-2331	35	15	described	describe	VERB
ajis02-2331	35	16	in	in	ADP
ajis02-2331	35	17	the	the	DET
ajis02-2331	35	18	following	follow	VERB
ajis02-2331	35	19	sections	section	NOUN
ajis02-2331	35	20	.	.	PUNCT
ajis02-2331	36	1	2	2	NUM
ajis02-2331	36	2	literature	literature	NOUN
ajis02-2331	36	3	review	review	VERB
ajis02-2331	36	4	several	several	ADJ
ajis02-2331	36	5	researchers	researcher	NOUN
ajis02-2331	36	6	have	have	AUX
ajis02-2331	36	7	described	describe	VERB
ajis02-2331	36	8	the	the	DET
ajis02-2331	36	9	existing	exist	VERB
ajis02-2331	36	10	concepts	concept	NOUN
ajis02-2331	36	11	,	,	PUNCT
ajis02-2331	36	12	tools	tool	NOUN
ajis02-2331	36	13	,	,	PUNCT
ajis02-2331	36	14	technologies	technology	NOUN
ajis02-2331	36	15	and	and	CCONJ
ajis02-2331	36	16	challenges	challenge	NOUN
ajis02-2331	36	17	to	to	PART
ajis02-2331	36	18	examine	examine	VERB
ajis02-2331	36	19	the	the	DET
ajis02-2331	36	20	data	datum	NOUN
ajis02-2331	36	21	and	and	CCONJ
ajis02-2331	36	22	ir	ir	NOUN
ajis02-2331	36	23	from	from	ADP
ajis02-2331	36	24	the	the	DET
ajis02-2331	36	25	world	world	NOUN
ajis02-2331	36	26	wide	wide	ADJ
ajis02-2331	36	27	web	web	NOUN
ajis02-2331	36	28	(	(	PUNCT
ajis02-2331	36	29	www	www	NOUN
ajis02-2331	36	30	)	)	PUNCT
ajis02-2331	36	31	.	.	PUNCT
ajis02-2331	37	1	we	we	PRON
ajis02-2331	37	2	examine	examine	VERB
ajis02-2331	37	3	the	the	DET
ajis02-2331	37	4	existing	exist	VERB
ajis02-2331	37	5	literature	literature	NOUN
ajis02-2331	37	6	on	on	ADP
ajis02-2331	37	7	managing	manage	VERB
ajis02-2331	37	8	large	large	ADJ
ajis02-2331	37	9	and	and	CCONJ
ajis02-2331	37	10	complex	complex	ADJ
ajis02-2331	37	11	datasets	dataset	NOUN
ajis02-2331	37	12	with	with	ADP
ajis02-2331	37	13	traditional	traditional	ADJ
ajis02-2331	37	14	hardware	hardware	NOUN
ajis02-2331	37	15	and	and	CCONJ
ajis02-2331	37	16	software	software	NOUN
ajis02-2331	37	17	australasian	australasian	ADJ
ajis02-2331	37	18	journal	journal	NOUN
ajis02-2331	37	19	of	of	ADP
ajis02-2331	37	20	information	information	NOUN
ajis02-2331	37	21	systems	systems	PROPN
ajis02-2331	37	22	zhu	zhu	PROPN
ajis02-2331	37	23	,	,	PUNCT
ajis02-2331	37	24	nimmagadda	nimmagadda	NOUN
ajis02-2331	37	25	,	,	PUNCT
ajis02-2331	37	26	reiners	reiner	NOUN
ajis02-2331	37	27	&	&	CCONJ
ajis02-2331	37	28	rudra	rudra	PROPN
ajis02-2331	37	29	2020	2020	NUM
ajis02-2331	37	30	,	,	PUNCT
ajis02-2331	37	31	vol	vol	NOUN
ajis02-2331	37	32	24	24	NUM
ajis02-2331	37	33	,	,	PUNCT
ajis02-2331	37	34	research	research	NOUN
ajis02-2331	37	35	article	article	NOUN
ajis02-2331	37	36	integrated	integrate	VERB
ajis02-2331	37	37	search	search	NOUN
ajis02-2331	37	38	framework	framework	NOUN
ajis02-2331	37	39	for	for	ADP
ajis02-2331	37	40	the	the	DET
ajis02-2331	37	41	knowledge	knowledge	NOUN
ajis02-2331	37	42	-	-	PUNCT
ajis02-2331	37	43	based	base	VERB
ajis02-2331	37	44	web	web	NOUN
ajis02-2331	37	45	ecosystem	ecosystem	NOUN
ajis02-2331	37	46	3	3	NUM
ajis02-2331	37	47	systems	system	NOUN
ajis02-2331	37	48	and	and	CCONJ
ajis02-2331	37	49	the	the	DET
ajis02-2331	37	50	frameworks	framework	NOUN
ajis02-2331	37	51	that	that	PRON
ajis02-2331	37	52	can	can	AUX
ajis02-2331	37	53	process	process	VERB
ajis02-2331	37	54	and	and	CCONJ
ajis02-2331	37	55	retrieve	retrieve	VERB
ajis02-2331	37	56	required	require	VERB
ajis02-2331	37	57	information	information	NOUN
ajis02-2331	37	58	with	with	ADP
ajis02-2331	37	59	precision	precision	NOUN
ajis02-2331	37	60	.	.	PUNCT
ajis02-2331	38	1	the	the	DET
ajis02-2331	38	2	current	current	ADJ
ajis02-2331	38	3	information	information	NOUN
ajis02-2331	38	4	retrieval	retrieval	NOUN
ajis02-2331	38	5	models	model	NOUN
ajis02-2331	38	6	and	and	CCONJ
ajis02-2331	38	7	how	how	SCONJ
ajis02-2331	38	8	they	they	PRON
ajis02-2331	38	9	can	can	AUX
ajis02-2331	38	10	replace	replace	VERB
ajis02-2331	38	11	the	the	DET
ajis02-2331	38	12	kbwe	kbwe	NOUN
ajis02-2331	38	13	guided	guide	VERB
ajis02-2331	38	14	isf	isf	NOUN
ajis02-2331	38	15	and	and	CCONJ
ajis02-2331	38	16	leverage	leverage	VERB
ajis02-2331	38	17	their	their	PRON
ajis02-2331	38	18	evaluations	evaluation	NOUN
ajis02-2331	38	19	in	in	ADP
ajis02-2331	38	20	knowledge	knowledge	NOUN
ajis02-2331	38	21	management	management	NOUN
ajis02-2331	38	22	are	be	AUX
ajis02-2331	38	23	described	describe	VERB
ajis02-2331	38	24	.	.	PUNCT
ajis02-2331	39	1	2.1	2.1	NUM
ajis02-2331	39	2	information	information	NOUN
ajis02-2331	39	3	retrieval	retrieval	NOUN
ajis02-2331	39	4	from	from	ADP
ajis02-2331	39	5	big	big	ADJ
ajis02-2331	39	6	data	datum	NOUN
ajis02-2331	39	7	the	the	DET
ajis02-2331	39	8	traditional	traditional	ADJ
ajis02-2331	39	9	database	database	NOUN
ajis02-2331	39	10	systems	system	NOUN
ajis02-2331	39	11	and	and	CCONJ
ajis02-2331	39	12	analytic	analytic	ADJ
ajis02-2331	39	13	tools	tool	NOUN
ajis02-2331	39	14	have	have	VERB
ajis02-2331	39	15	weaknesses	weakness	NOUN
ajis02-2331	39	16	to	to	PART
ajis02-2331	39	17	process	process	VERB
ajis02-2331	39	18	the	the	DET
ajis02-2331	39	19	big	big	ADJ
ajis02-2331	39	20	data	datum	NOUN
ajis02-2331	39	21	,	,	PUNCT
ajis02-2331	39	22	which	which	PRON
ajis02-2331	39	23	is	be	AUX
ajis02-2331	39	24	unstructured	unstructured	ADJ
ajis02-2331	39	25	or	or	CCONJ
ajis02-2331	39	26	semi	semi	ADV
ajis02-2331	39	27	-	-	ADJ
ajis02-2331	39	28	structured	structured	ADJ
ajis02-2331	39	29	with	with	ADP
ajis02-2331	39	30	a	a	DET
ajis02-2331	39	31	large	large	ADJ
ajis02-2331	39	32	amount	amount	NOUN
ajis02-2331	39	33	of	of	ADP
ajis02-2331	39	34	image	image	NOUN
ajis02-2331	39	35	and	and	CCONJ
ajis02-2331	39	36	audio	audio	NOUN
ajis02-2331	39	37	data	datum	NOUN
ajis02-2331	39	38	(	(	PUNCT
ajis02-2331	39	39	haneef	haneef	PROPN
ajis02-2331	39	40	et	et	PROPN
ajis02-2331	39	41	al	al	PROPN
ajis02-2331	39	42	.	.	PROPN
ajis02-2331	39	43	2018	2018	NUM
ajis02-2331	39	44	)	)	PUNCT
ajis02-2331	39	45	.	.	PUNCT
ajis02-2331	40	1	as	as	ADP
ajis02-2331	40	2	an	an	DET
ajis02-2331	40	3	example	example	NOUN
ajis02-2331	40	4	,	,	PUNCT
ajis02-2331	40	5	managing	manage	VERB
ajis02-2331	40	6	heterogeneity	heterogeneity	NOUN
ajis02-2331	40	7	of	of	ADP
ajis02-2331	40	8	big	big	ADJ
ajis02-2331	40	9	data	datum	NOUN
ajis02-2331	40	10	,	,	PUNCT
ajis02-2331	40	11	in	in	ADP
ajis02-2331	40	12	particular	particular	ADJ
ajis02-2331	40	13	,	,	PUNCT
ajis02-2331	40	14	data	datum	NOUN
ajis02-2331	40	15	volumes	volume	NOUN
ajis02-2331	40	16	and	and	CCONJ
ajis02-2331	40	17	varieties	variety	NOUN
ajis02-2331	40	18	with	with	ADP
ajis02-2331	40	19	deliverable	deliverable	ADJ
ajis02-2331	40	20	quality	quality	NOUN
ajis02-2331	40	21	and	and	CCONJ
ajis02-2331	40	22	precision	precision	NOUN
ajis02-2331	40	23	through	through	ADP
ajis02-2331	40	24	ir	ir	PROPN
ajis02-2331	40	25	systems	system	NOUN
ajis02-2331	40	26	are	be	AUX
ajis02-2331	40	27	challenging	challenge	VERB
ajis02-2331	40	28	.	.	PUNCT
ajis02-2331	41	1	for	for	ADP
ajis02-2331	41	2	retrieving	retrieve	VERB
ajis02-2331	41	3	large	large	ADJ
ajis02-2331	41	4	size	size	NOUN
ajis02-2331	41	5	images	image	NOUN
ajis02-2331	41	6	,	,	PUNCT
ajis02-2331	41	7	data	datum	NOUN
ajis02-2331	41	8	related	relate	VERB
ajis02-2331	41	9	to	to	ADP
ajis02-2331	41	10	audio	audio	NOUN
ajis02-2331	41	11	and	and	CCONJ
ajis02-2331	41	12	videos	video	NOUN
ajis02-2331	41	13	including	include	VERB
ajis02-2331	41	14	social	social	ADJ
ajis02-2331	41	15	media	medium	NOUN
ajis02-2331	41	16	posts	post	NOUN
ajis02-2331	41	17	and	and	CCONJ
ajis02-2331	41	18	web	web	NOUN
ajis02-2331	41	19	blogs	blog	NOUN
ajis02-2331	41	20	,	,	PUNCT
ajis02-2331	41	21	tools	tool	NOUN
ajis02-2331	41	22	for	for	ADP
ajis02-2331	41	23	interrogation	interrogation	NOUN
ajis02-2331	41	24	of	of	ADP
ajis02-2331	41	25	big	big	ADJ
ajis02-2331	41	26	data	datum	NOUN
ajis02-2331	41	27	,	,	PUNCT
ajis02-2331	41	28	data	datum	NOUN
ajis02-2331	41	29	warehouse	warehouse	NOUN
ajis02-2331	41	30	technologies	technology	NOUN
ajis02-2331	41	31	,	,	PUNCT
ajis02-2331	41	32	and	and	CCONJ
ajis02-2331	41	33	data	datum	NOUN
ajis02-2331	41	34	analytics	analytic	NOUN
ajis02-2331	41	35	are	be	AUX
ajis02-2331	41	36	all	all	ADV
ajis02-2331	41	37	supportive	supportive	ADJ
ajis02-2331	41	38	in	in	ADP
ajis02-2331	41	39	the	the	DET
ajis02-2331	41	40	information	information	NOUN
ajis02-2331	41	41	retrieval	retrieval	NOUN
ajis02-2331	41	42	research	research	NOUN
ajis02-2331	41	43	.	.	PUNCT
ajis02-2331	42	1	mccreadie	mccreadie	PROPN
ajis02-2331	42	2	et	et	PROPN
ajis02-2331	42	3	al	al	PROPN
ajis02-2331	42	4	.	.	PROPN
ajis02-2331	43	1	(	(	PUNCT
ajis02-2331	43	2	2012	2012	NUM
ajis02-2331	43	3	)	)	PUNCT
ajis02-2331	43	4	developed	develop	VERB
ajis02-2331	43	5	an	an	DET
ajis02-2331	43	6	information	information	NOUN
ajis02-2331	43	7	retrieval	retrieval	NOUN
ajis02-2331	43	8	mechanism	mechanism	NOUN
ajis02-2331	43	9	to	to	PART
ajis02-2331	43	10	improve	improve	VERB
ajis02-2331	43	11	the	the	DET
ajis02-2331	43	12	textual	textual	ADJ
ajis02-2331	43	13	information	information	NOUN
ajis02-2331	43	14	using	use	VERB
ajis02-2331	43	15	map	map	NOUN
ajis02-2331	43	16	/	/	SYM
ajis02-2331	43	17	reduce	reduce	VERB
ajis02-2331	43	18	to	to	PART
ajis02-2331	43	19	process	process	VERB
ajis02-2331	43	20	terabyte	terabyte	NOUN
ajis02-2331	43	21	size	size	NOUN
ajis02-2331	43	22	data	datum	NOUN
ajis02-2331	43	23	files	file	NOUN
ajis02-2331	43	24	.	.	PUNCT
ajis02-2331	44	1	they	they	PRON
ajis02-2331	44	2	demonstrated	demonstrate	VERB
ajis02-2331	44	3	that	that	SCONJ
ajis02-2331	44	4	the	the	DET
ajis02-2331	44	5	proposed	propose	VERB
ajis02-2331	44	6	per	per	ADP
ajis02-2331	44	7	-	-	PUNCT
ajis02-2331	44	8	posting	posting	NOUN
ajis02-2331	44	9	list	list	NOUN
ajis02-2331	44	10	indexing	indexing	NOUN
ajis02-2331	44	11	strategy	strategy	NOUN
ajis02-2331	44	12	was	be	AUX
ajis02-2331	44	13	the	the	DET
ajis02-2331	44	14	most	most	ADV
ajis02-2331	44	15	efficient	efficient	ADJ
ajis02-2331	44	16	indexing	indexing	NOUN
ajis02-2331	44	17	strategy	strategy	NOUN
ajis02-2331	44	18	,	,	PUNCT
ajis02-2331	44	19	which	which	PRON
ajis02-2331	44	20	leveraged	leverage	VERB
ajis02-2331	44	21	a	a	DET
ajis02-2331	44	22	combination	combination	NOUN
ajis02-2331	44	23	of	of	ADP
ajis02-2331	44	24	both	both	PRON
ajis02-2331	44	25	local	local	ADJ
ajis02-2331	44	26	machine	machine	NOUN
ajis02-2331	44	27	memory	memory	NOUN
ajis02-2331	44	28	and	and	CCONJ
ajis02-2331	44	29	compression	compression	NOUN
ajis02-2331	44	30	techniques	technique	NOUN
ajis02-2331	44	31	to	to	PART
ajis02-2331	44	32	attack	attack	VERB
ajis02-2331	44	33	the	the	DET
ajis02-2331	44	34	i	i	PROPN
ajis02-2331	44	35	/	/	SYM
ajis02-2331	44	36	o	o	NOUN
ajis02-2331	44	37	intensive	intensive	ADJ
ajis02-2331	44	38	weakness	weakness	NOUN
ajis02-2331	44	39	of	of	ADP
ajis02-2331	44	40	map	map	NOUN
ajis02-2331	44	41	-	-	PUNCT
ajis02-2331	44	42	reduce	reduce	NOUN
ajis02-2331	44	43	.	.	PUNCT
ajis02-2331	45	1	soille	soille	NOUN
ajis02-2331	45	2	et	et	PROPN
ajis02-2331	45	3	al	al	PROPN
ajis02-2331	45	4	.	.	PROPN
ajis02-2331	46	1	(	(	PUNCT
ajis02-2331	46	2	2018	2018	NUM
ajis02-2331	46	3	)	)	PUNCT
ajis02-2331	46	4	proposed	propose	VERB
ajis02-2331	46	5	a	a	DET
ajis02-2331	46	6	petabyte	petabyte	ADJ
ajis02-2331	46	7	-	-	PUNCT
ajis02-2331	46	8	scale	scale	NOUN
ajis02-2331	46	9	platform	platform	NOUN
ajis02-2331	46	10	that	that	PRON
ajis02-2331	46	11	consists	consist	VERB
ajis02-2331	46	12	of	of	ADP
ajis02-2331	46	13	hardware	hardware	NOUN
ajis02-2331	46	14	and	and	CCONJ
ajis02-2331	46	15	open	open	ADJ
ajis02-2331	46	16	-	-	PUNCT
ajis02-2331	46	17	source	source	NOUN
ajis02-2331	46	18	software	software	NOUN
ajis02-2331	46	19	,	,	PUNCT
ajis02-2331	46	20	distributed	distribute	VERB
ajis02-2331	46	21	file	file	NOUN
ajis02-2331	46	22	system	system	NOUN
ajis02-2331	46	23	,	,	PUNCT
ajis02-2331	46	24	and	and	CCONJ
ajis02-2331	46	25	task	task	NOUN
ajis02-2331	46	26	schedulers	scheduler	NOUN
ajis02-2331	46	27	for	for	ADP
ajis02-2331	46	28	batch	batch	NOUN
ajis02-2331	46	29	processing	processing	NOUN
ajis02-2331	46	30	with	with	ADP
ajis02-2331	46	31	containerization	containerization	NOUN
ajis02-2331	46	32	of	of	ADP
ajis02-2331	46	33	user	user	NOUN
ajis02-2331	46	34	-	-	PUNCT
ajis02-2331	46	35	specific	specific	ADJ
ajis02-2331	46	36	applications	application	NOUN
ajis02-2331	46	37	.	.	PUNCT
ajis02-2331	47	1	they	they	PRON
ajis02-2331	47	2	proposed	propose	VERB
ajis02-2331	47	3	an	an	DET
ajis02-2331	47	4	interactive	interactive	ADJ
ajis02-2331	47	5	geo	geo	PROPN
ajis02-2331	47	6	-	-	PUNCT
ajis02-2331	47	7	spatial	spatial	ADJ
ajis02-2331	47	8	visualization	visualization	NOUN
ajis02-2331	47	9	and	and	CCONJ
ajis02-2331	47	10	processing	processing	NOUN
ajis02-2331	47	11	with	with	ADP
ajis02-2331	47	12	a	a	DET
ajis02-2331	47	13	series	series	NOUN
ajis02-2331	47	14	of	of	ADP
ajis02-2331	47	15	applications	application	NOUN
ajis02-2331	47	16	together	together	ADV
ajis02-2331	47	17	with	with	ADP
ajis02-2331	47	18	performance	performance	NOUN
ajis02-2331	47	19	metrics	metric	NOUN
ajis02-2331	47	20	.	.	PUNCT
ajis02-2331	48	1	gregory	gregory	PROPN
ajis02-2331	48	2	et	et	PROPN
ajis02-2331	48	3	al	al	PROPN
ajis02-2331	48	4	.	.	PROPN
ajis02-2331	49	1	(	(	PUNCT
ajis02-2331	49	2	2019	2019	NUM
ajis02-2331	49	3	)	)	PUNCT
ajis02-2331	49	4	focused	focus	VERB
ajis02-2331	49	5	on	on	ADP
ajis02-2331	49	6	data	datum	NOUN
ajis02-2331	49	7	search	search	NOUN
ajis02-2331	49	8	and	and	CCONJ
ajis02-2331	49	9	retrieval	retrieval	NOUN
ajis02-2331	49	10	from	from	ADP
ajis02-2331	49	11	open	open	ADJ
ajis02-2331	49	12	sources	source	NOUN
ajis02-2331	49	13	of	of	ADP
ajis02-2331	49	14	social	social	ADJ
ajis02-2331	49	15	networks	network	NOUN
ajis02-2331	49	16	.	.	PUNCT
ajis02-2331	50	1	they	they	PRON
ajis02-2331	50	2	organized	organize	VERB
ajis02-2331	50	3	a	a	DET
ajis02-2331	50	4	bibliometric	bibliometric	ADJ
ajis02-2331	50	5	study	study	NOUN
ajis02-2331	50	6	with	with	ADP
ajis02-2331	50	7	a	a	DET
ajis02-2331	50	8	focus	focus	NOUN
ajis02-2331	50	9	on	on	ADP
ajis02-2331	50	10	information	information	NOUN
ajis02-2331	50	11	retrieval	retrieval	NOUN
ajis02-2331	50	12	of	of	ADP
ajis02-2331	50	13	user	user	NOUN
ajis02-2331	50	14	profiles	profile	NOUN
ajis02-2331	50	15	and	and	CCONJ
ajis02-2331	50	16	analysed	analyse	VERB
ajis02-2331	50	17	their	their	PRON
ajis02-2331	50	18	behaviour	behaviour	NOUN
ajis02-2331	50	19	through	through	ADP
ajis02-2331	50	20	contextual	contextual	ADJ
ajis02-2331	50	21	knowledge	knowledge	NOUN
ajis02-2331	50	22	,	,	PUNCT
ajis02-2331	50	23	facilitating	facilitate	VERB
ajis02-2331	50	24	the	the	DET
ajis02-2331	50	25	design	design	NOUN
ajis02-2331	50	26	of	of	ADP
ajis02-2331	50	27	data	datum	NOUN
ajis02-2331	50	28	discovery	discovery	NOUN
ajis02-2331	50	29	systems	system	NOUN
ajis02-2331	50	30	.	.	PUNCT
ajis02-2331	51	1	2.2	2.2	NUM
ajis02-2331	51	2	information	information	NOUN
ajis02-2331	51	3	retrieval	retrieval	NOUN
ajis02-2331	51	4	framework	framework	NOUN
ajis02-2331	51	5	dean	dean	NOUN
ajis02-2331	51	6	(	(	PUNCT
ajis02-2331	51	7	2009	2009	NUM
ajis02-2331	51	8	)	)	PUNCT
ajis02-2331	51	9	described	describe	VERB
ajis02-2331	51	10	the	the	DET
ajis02-2331	51	11	requirements	requirement	NOUN
ajis02-2331	51	12	for	for	ADP
ajis02-2331	51	13	complex	complex	ADJ
ajis02-2331	51	14	design	design	NOUN
ajis02-2331	51	15	trade	trade	NOUN
ajis02-2331	51	16	-	-	PUNCT
ajis02-2331	51	17	off	off	NOUN
ajis02-2331	51	18	while	while	SCONJ
ajis02-2331	51	19	building	build	VERB
ajis02-2331	51	20	and	and	CCONJ
ajis02-2331	51	21	operating	operate	VERB
ajis02-2331	51	22	large	large	ADJ
ajis02-2331	51	23	-	-	PUNCT
ajis02-2331	51	24	scale	scale	NOUN
ajis02-2331	51	25	ir	ir	NOUN
ajis02-2331	51	26	systems	system	NOUN
ajis02-2331	51	27	to	to	PART
ajis02-2331	51	28	manage	manage	VERB
ajis02-2331	51	29	by	by	ADP
ajis02-2331	51	30	millions	million	NOUN
ajis02-2331	51	31	of	of	ADP
ajis02-2331	51	32	users	user	NOUN
ajis02-2331	51	33	.	.	PUNCT
ajis02-2331	52	1	the	the	DET
ajis02-2331	52	2	author	author	NOUN
ajis02-2331	52	3	emphasised	emphasise	VERB
ajis02-2331	52	4	on	on	ADP
ajis02-2331	52	5	several	several	ADJ
ajis02-2331	52	6	user	user	NOUN
ajis02-2331	52	7	-	-	PUNCT
ajis02-2331	52	8	queries	query	NOUN
ajis02-2331	52	9	with	with	ADP
ajis02-2331	52	10	response	response	NOUN
ajis02-2331	52	11	latency	latency	NOUN
ajis02-2331	52	12	,	,	PUNCT
ajis02-2331	52	13	the	the	DET
ajis02-2331	52	14	size	size	NOUN
ajis02-2331	52	15	of	of	ADP
ajis02-2331	52	16	various	various	ADJ
ajis02-2331	52	17	corpora	corpora	NOUN
ajis02-2331	52	18	-	-	PUNCT
ajis02-2331	52	19	search	search	NOUN
ajis02-2331	52	20	,	,	PUNCT
ajis02-2331	52	21	the	the	DET
ajis02-2331	52	22	latency	latency	NOUN
ajis02-2331	52	23	and	and	CCONJ
ajis02-2331	52	24	frequency	frequency	NOUN
ajis02-2331	52	25	with	with	ADP
ajis02-2331	52	26	which	which	PRON
ajis02-2331	52	27	documents	document	NOUN
ajis02-2331	52	28	were	be	AUX
ajis02-2331	52	29	updated	update	VERB
ajis02-2331	52	30	or	or	CCONJ
ajis02-2331	52	31	added	add	VERB
ajis02-2331	52	32	to	to	ADP
ajis02-2331	52	33	the	the	DET
ajis02-2331	52	34	corpora	corpus	NOUN
ajis02-2331	52	35	,	,	PUNCT
ajis02-2331	52	36	including	include	VERB
ajis02-2331	52	37	the	the	DET
ajis02-2331	52	38	quality	quality	NOUN
ajis02-2331	52	39	and	and	CCONJ
ajis02-2331	52	40	cost	cost	NOUN
ajis02-2331	52	41	of	of	ADP
ajis02-2331	52	42	the	the	DET
ajis02-2331	52	43	ranking	rank	VERB
ajis02-2331	52	44	algorithms	algorithm	NOUN
ajis02-2331	52	45	for	for	ADP
ajis02-2331	52	46	retrieval	retrieval	NOUN
ajis02-2331	52	47	.	.	PUNCT
ajis02-2331	53	1	in	in	ADP
ajis02-2331	53	2	addition	addition	NOUN
ajis02-2331	53	3	,	,	PUNCT
ajis02-2331	53	4	the	the	DET
ajis02-2331	53	5	author	author	NOUN
ajis02-2331	53	6	focused	focus	VERB
ajis02-2331	53	7	on	on	ADP
ajis02-2331	53	8	google	google	PROPN
ajis02-2331	53	9	hardware	hardware	NOUN
ajis02-2331	53	10	and	and	CCONJ
ajis02-2331	53	11	ir	ir	PROPN
ajis02-2331	53	12	systems	system	NOUN
ajis02-2331	53	13	and	and	CCONJ
ajis02-2331	53	14	their	their	PRON
ajis02-2331	53	15	design	design	NOUN
ajis02-2331	53	16	challenges	challenge	NOUN
ajis02-2331	53	17	.	.	PUNCT
ajis02-2331	54	1	yang	yang	PROPN
ajis02-2331	54	2	et	et	PROPN
ajis02-2331	54	3	al	al	PROPN
ajis02-2331	54	4	.	.	PROPN
ajis02-2331	55	1	(	(	PUNCT
ajis02-2331	55	2	2015	2015	NUM
ajis02-2331	55	3	)	)	PUNCT
ajis02-2331	55	4	presented	present	VERB
ajis02-2331	55	5	adaptable	adaptable	ADJ
ajis02-2331	55	6	ir	ir	PROPN
ajis02-2331	55	7	dynamic	dynamic	ADJ
ajis02-2331	55	8	systems	system	NOUN
ajis02-2331	55	9	with	with	ADP
ajis02-2331	55	10	a	a	DET
ajis02-2331	55	11	sequence	sequence	NOUN
ajis02-2331	55	12	of	of	ADP
ajis02-2331	55	13	events	event	NOUN
ajis02-2331	55	14	occurring	occur	VERB
ajis02-2331	55	15	in	in	ADP
ajis02-2331	55	16	artificial	artificial	ADJ
ajis02-2331	55	17	intelligence	intelligence	NOUN
ajis02-2331	55	18	and	and	CCONJ
ajis02-2331	55	19	reinforcement	reinforcement	NOUN
ajis02-2331	55	20	learning	learning	NOUN
ajis02-2331	55	21	.	.	PUNCT
ajis02-2331	56	1	the	the	DET
ajis02-2331	56	2	authors	author	NOUN
ajis02-2331	56	3	offered	offer	VERB
ajis02-2331	56	4	ir	ir	PROPN
ajis02-2331	56	5	solutions	solution	NOUN
ajis02-2331	56	6	in	in	ADP
ajis02-2331	56	7	a	a	DET
ajis02-2331	56	8	changing	change	VERB
ajis02-2331	56	9	environment	environment	NOUN
ajis02-2331	56	10	to	to	PART
ajis02-2331	56	11	learn	learn	VERB
ajis02-2331	56	12	from	from	ADP
ajis02-2331	56	13	past	past	ADJ
ajis02-2331	56	14	interactions	interaction	NOUN
ajis02-2331	56	15	and	and	CCONJ
ajis02-2331	56	16	predict	predict	VERB
ajis02-2331	56	17	future	future	ADJ
ajis02-2331	56	18	utilities	utility	NOUN
ajis02-2331	56	19	.	.	PUNCT
ajis02-2331	57	1	in	in	ADP
ajis02-2331	57	2	addition	addition	NOUN
ajis02-2331	57	3	,	,	PUNCT
ajis02-2331	57	4	the	the	DET
ajis02-2331	57	5	authors	author	NOUN
ajis02-2331	57	6	presented	present	VERB
ajis02-2331	57	7	advances	advance	NOUN
ajis02-2331	57	8	in	in	ADP
ajis02-2331	57	9	it	it	PRON
ajis02-2331	57	10	interfaces	interface	VERB
ajis02-2331	57	11	with	with	ADP
ajis02-2331	57	12	personalization	personalization	NOUN
ajis02-2331	57	13	and	and	CCONJ
ajis02-2331	57	14	ad	ad	NOUN
ajis02-2331	57	15	-	-	PUNCT
ajis02-2331	57	16	display	display	NOUN
ajis02-2331	57	17	demand	demand	NOUN
ajis02-2331	57	18	models	model	NOUN
ajis02-2331	57	19	through	through	ADP
ajis02-2331	57	20	which	which	PRON
ajis02-2331	57	21	users	user	NOUN
ajis02-2331	57	22	intelligently	intelligently	ADV
ajis02-2331	57	23	and	and	CCONJ
ajis02-2331	57	24	contextually	contextually	ADV
ajis02-2331	57	25	responded	respond	VERB
ajis02-2331	57	26	to	to	ADP
ajis02-2331	57	27	ir	ir	PROPN
ajis02-2331	57	28	systems	system	NOUN
ajis02-2331	57	29	in	in	ADP
ajis02-2331	57	30	real	real	ADJ
ajis02-2331	57	31	-	-	PUNCT
ajis02-2331	57	32	time	time	NOUN
ajis02-2331	57	33	.	.	PUNCT
ajis02-2331	58	1	behnert	behnert	PROPN
ajis02-2331	58	2	and	and	CCONJ
ajis02-2331	58	3	lewandowski	lewandowski	PROPN
ajis02-2331	58	4	(	(	PUNCT
ajis02-2331	58	5	2017	2017	NUM
ajis02-2331	58	6	)	)	PUNCT
ajis02-2331	58	7	described	describe	VERB
ajis02-2331	58	8	an	an	DET
ajis02-2331	58	9	information	information	NOUN
ajis02-2331	58	10	retrieval	retrieval	NOUN
ajis02-2331	58	11	framework	framework	NOUN
ajis02-2331	58	12	for	for	ADP
ajis02-2331	58	13	online	online	ADJ
ajis02-2331	58	14	public	public	ADJ
ajis02-2331	58	15	access	access	NOUN
ajis02-2331	58	16	catalogues	catalogue	NOUN
ajis02-2331	58	17	stored	store	VERB
ajis02-2331	58	18	in	in	ADP
ajis02-2331	58	19	digital	digital	ADJ
ajis02-2331	58	20	library	library	NOUN
ajis02-2331	58	21	information	information	NOUN
ajis02-2331	58	22	systems	system	NOUN
ajis02-2331	58	23	,	,	PUNCT
ajis02-2331	58	24	demonstrated	demonstrate	VERB
ajis02-2331	58	25	web	web	NOUN
ajis02-2331	58	26	search	search	NOUN
ajis02-2331	58	27	features	feature	NOUN
ajis02-2331	58	28	from	from	ADP
ajis02-2331	58	29	heterogeneous	heterogeneous	ADJ
ajis02-2331	58	30	library	library	NOUN
ajis02-2331	58	31	data	datum	NOUN
ajis02-2331	58	32	sources	source	NOUN
ajis02-2331	58	33	.	.	PUNCT
ajis02-2331	59	1	however	however	ADV
ajis02-2331	59	2	,	,	PUNCT
ajis02-2331	59	3	keeping	keep	VERB
ajis02-2331	59	4	in	in	ADP
ajis02-2331	59	5	view	view	NOUN
ajis02-2331	59	6	the	the	DET
ajis02-2331	59	7	heterogeneity	heterogeneity	NOUN
ajis02-2331	59	8	different	different	ADJ
ajis02-2331	59	9	elements	element	NOUN
ajis02-2331	59	10	of	of	ADP
ajis02-2331	59	11	library	library	ADJ
ajis02-2331	59	12	information	information	NOUN
ajis02-2331	59	13	systems	system	NOUN
ajis02-2331	59	14	posed	pose	VERB
ajis02-2331	59	15	connectivity	connectivity	NOUN
ajis02-2331	59	16	challenges	challenge	NOUN
ajis02-2331	59	17	and	and	CCONJ
ajis02-2331	59	18	compromised	compromise	VERB
ajis02-2331	59	19	the	the	DET
ajis02-2331	59	20	information	information	NOUN
ajis02-2331	59	21	quality	quality	NOUN
ajis02-2331	59	22	.	.	PUNCT
ajis02-2331	60	1	kumar	kumar	PROPN
ajis02-2331	60	2	et	et	PROPN
ajis02-2331	60	3	al	al	PROPN
ajis02-2331	60	4	.	.	PROPN
ajis02-2331	61	1	(	(	PUNCT
ajis02-2331	61	2	2016	2016	NUM
ajis02-2331	61	3	)	)	PUNCT
ajis02-2331	61	4	have	have	AUX
ajis02-2331	61	5	developed	develop	VERB
ajis02-2331	61	6	a	a	DET
ajis02-2331	61	7	framework	framework	NOUN
ajis02-2331	61	8	for	for	ADP
ajis02-2331	61	9	data	datum	NOUN
ajis02-2331	61	10	centres	centre	NOUN
ajis02-2331	61	11	to	to	PART
ajis02-2331	61	12	retrieve	retrieve	VERB
ajis02-2331	61	13	information	information	NOUN
ajis02-2331	61	14	,	,	PUNCT
ajis02-2331	61	15	acknowledging	acknowledge	VERB
ajis02-2331	61	16	the	the	DET
ajis02-2331	61	17	redundancy	redundancy	NOUN
ajis02-2331	61	18	,	,	PUNCT
ajis02-2331	61	19	security	security	NOUN
ajis02-2331	61	20	and	and	CCONJ
ajis02-2331	61	21	integrity	integrity	NOUN
ajis02-2331	61	22	.	.	PUNCT
ajis02-2331	62	1	the	the	DET
ajis02-2331	62	2	data	data	NOUN
ajis02-2331	62	3	centres	centre	NOUN
ajis02-2331	62	4	were	be	AUX
ajis02-2331	62	5	typically	typically	ADV
ajis02-2331	62	6	geographically	geographically	ADV
ajis02-2331	62	7	located	locate	VERB
ajis02-2331	62	8	and	and	CCONJ
ajis02-2331	62	9	characterised	characterise	VERB
ajis02-2331	62	10	as	as	ADV
ajis02-2331	62	11	voluminous	voluminous	ADJ
ajis02-2331	62	12	in	in	ADP
ajis02-2331	62	13	the	the	DET
ajis02-2331	62	14	cloud	cloud	NOUN
ajis02-2331	62	15	-	-	PUNCT
ajis02-2331	62	16	computing	compute	VERB
ajis02-2331	62	17	environment	environment	NOUN
ajis02-2331	62	18	.	.	PUNCT
ajis02-2331	63	1	domain	domain	NOUN
ajis02-2331	63	2	experts	expert	NOUN
ajis02-2331	63	3	further	far	ADV
ajis02-2331	63	4	facilitated	facilitate	VERB
ajis02-2331	63	5	the	the	DET
ajis02-2331	63	6	information	information	NOUN
ajis02-2331	63	7	retrieval	retrieval	NOUN
ajis02-2331	63	8	framework	framework	NOUN
ajis02-2331	63	9	to	to	PART
ajis02-2331	63	10	upgrade	upgrade	VERB
ajis02-2331	63	11	the	the	DET
ajis02-2331	63	12	tools	tool	NOUN
ajis02-2331	63	13	in	in	ADP
ajis02-2331	63	14	big	big	ADJ
ajis02-2331	63	15	data	datum	NOUN
ajis02-2331	63	16	scale	scale	NOUN
ajis02-2331	63	17	.	.	PUNCT
ajis02-2331	64	1	yue	yue	PROPN
ajis02-2331	64	2	(	(	PUNCT
ajis02-2331	64	3	2011	2011	NUM
ajis02-2331	64	4	)	)	PUNCT
ajis02-2331	64	5	described	describe	VERB
ajis02-2331	64	6	machine	machine	NOUN
ajis02-2331	64	7	-	-	PUNCT
ajis02-2331	64	8	learning	learn	VERB
ajis02-2331	64	9	techniques	technique	NOUN
ajis02-2331	64	10	that	that	PRON
ajis02-2331	64	11	could	could	AUX
ajis02-2331	64	12	help	help	VERB
ajis02-2331	64	13	resolve	resolve	VERB
ajis02-2331	64	14	the	the	DET
ajis02-2331	64	15	complexity	complexity	NOUN
ajis02-2331	64	16	involved	involve	VERB
ajis02-2331	64	17	in	in	ADP
ajis02-2331	64	18	information	information	NOUN
ajis02-2331	64	19	australasian	australasian	ADJ
ajis02-2331	64	20	journal	journal	NOUN
ajis02-2331	64	21	of	of	ADP
ajis02-2331	64	22	information	information	NOUN
ajis02-2331	64	23	systems	systems	PROPN
ajis02-2331	64	24	zhu	zhu	PROPN
ajis02-2331	64	25	,	,	PUNCT
ajis02-2331	64	26	nimmagadda	nimmagadda	NOUN
ajis02-2331	64	27	,	,	PUNCT
ajis02-2331	64	28	reiners	reiner	NOUN
ajis02-2331	64	29	&	&	CCONJ
ajis02-2331	64	30	rudra	rudra	PROPN
ajis02-2331	64	31	2020	2020	NUM
ajis02-2331	64	32	,	,	PUNCT
ajis02-2331	64	33	vol	vol	NOUN
ajis02-2331	64	34	24	24	NUM
ajis02-2331	64	35	,	,	PUNCT
ajis02-2331	64	36	research	research	NOUN
ajis02-2331	64	37	article	article	NOUN
ajis02-2331	64	38	integrated	integrate	VERB
ajis02-2331	64	39	search	search	NOUN
ajis02-2331	64	40	framework	framework	NOUN
ajis02-2331	64	41	for	for	ADP
ajis02-2331	64	42	the	the	DET
ajis02-2331	64	43	knowledge	knowledge	NOUN
ajis02-2331	64	44	-	-	PUNCT
ajis02-2331	64	45	based	base	VERB
ajis02-2331	64	46	web	web	NOUN
ajis02-2331	64	47	ecosystem	ecosystem	NOUN
ajis02-2331	64	48	4	4	NUM
ajis02-2331	64	49	retrieval	retrieval	NOUN
ajis02-2331	64	50	models	model	NOUN
ajis02-2331	64	51	.	.	PUNCT
ajis02-2331	65	1	further	far	ADV
ajis02-2331	65	2	,	,	PUNCT
ajis02-2331	65	3	the	the	DET
ajis02-2331	65	4	author	author	NOUN
ajis02-2331	65	5	asserted	assert	VERB
ajis02-2331	65	6	that	that	SCONJ
ajis02-2331	65	7	the	the	DET
ajis02-2331	65	8	learning	learning	NOUN
ajis02-2331	65	9	framework	framework	NOUN
ajis02-2331	65	10	could	could	AUX
ajis02-2331	65	11	simplify	simplify	VERB
ajis02-2331	65	12	the	the	DET
ajis02-2331	65	13	overall	overall	ADJ
ajis02-2331	65	14	development	development	NOUN
ajis02-2331	65	15	process	process	NOUN
ajis02-2331	65	16	,	,	PUNCT
ajis02-2331	65	17	advocating	advocate	VERB
ajis02-2331	65	18	structured	structured	ADJ
ajis02-2331	65	19	prediction	prediction	NOUN
ajis02-2331	65	20	and	and	CCONJ
ajis02-2331	65	21	interactive	interactive	ADJ
ajis02-2331	65	22	learning	learning	NOUN
ajis02-2331	65	23	,	,	PUNCT
ajis02-2331	65	24	realizing	realize	VERB
ajis02-2331	65	25	the	the	DET
ajis02-2331	65	26	feature	feature	NOUN
ajis02-2331	65	27	-	-	PUNCT
ajis02-2331	65	28	rich	rich	ADJ
ajis02-2331	65	29	retrieval	retrieval	NOUN
ajis02-2331	65	30	models	model	NOUN
ajis02-2331	65	31	.	.	PUNCT
ajis02-2331	66	1	seyler	seyler	NOUN
ajis02-2331	66	2	et	et	PROPN
ajis02-2331	66	3	al	al	PROPN
ajis02-2331	66	4	.	.	PROPN
ajis02-2331	67	1	(	(	PUNCT
ajis02-2331	67	2	2018	2018	NUM
ajis02-2331	67	3	)	)	PUNCT
ajis02-2331	67	4	proposed	propose	VERB
ajis02-2331	67	5	a	a	DET
ajis02-2331	67	6	framework	framework	NOUN
ajis02-2331	67	7	for	for	ADP
ajis02-2331	67	8	leveraging	leverage	VERB
ajis02-2331	67	9	the	the	DET
ajis02-2331	67	10	contextual	contextual	ADJ
ajis02-2331	67	11	information	information	NOUN
ajis02-2331	67	12	for	for	ADP
ajis02-2331	67	13	which	which	PRON
ajis02-2331	67	14	users	user	NOUN
ajis02-2331	67	15	,	,	PUNCT
ajis02-2331	67	16	documents	document	NOUN
ajis02-2331	67	17	and	and	CCONJ
ajis02-2331	67	18	contextualized	contextualized	ADJ
ajis02-2331	67	19	manuscripts	manuscript	NOUN
ajis02-2331	67	20	were	be	AUX
ajis02-2331	67	21	considered	consider	VERB
ajis02-2331	67	22	as	as	ADP
ajis02-2331	67	23	heterogeneous	heterogeneous	ADJ
ajis02-2331	67	24	objects	object	NOUN
ajis02-2331	67	25	.	.	PUNCT
ajis02-2331	68	1	graphical	graphical	ADJ
ajis02-2331	68	2	embedding	embedding	NOUN
ajis02-2331	68	3	was	be	AUX
ajis02-2331	68	4	created	create	VERB
ajis02-2331	68	5	to	to	PART
ajis02-2331	68	6	learn	learn	VERB
ajis02-2331	68	7	the	the	DET
ajis02-2331	68	8	objects	object	NOUN
ajis02-2331	68	9	in	in	ADP
ajis02-2331	68	10	the	the	DET
ajis02-2331	68	11	same	same	ADJ
ajis02-2331	68	12	semantic	semantic	ADJ
ajis02-2331	68	13	vector	vector	NOUN
ajis02-2331	68	14	space	space	NOUN
ajis02-2331	68	15	.	.	PUNCT
ajis02-2331	69	1	jung	jung	PROPN
ajis02-2331	69	2	(	(	PUNCT
ajis02-2331	69	3	2007	2007	NUM
ajis02-2331	69	4	)	)	PUNCT
ajis02-2331	69	5	described	describe	VERB
ajis02-2331	69	6	the	the	DET
ajis02-2331	69	7	heterogeneity	heterogeneity	NOUN
ajis02-2331	69	8	of	of	ADP
ajis02-2331	69	9	web	web	NOUN
ajis02-2331	69	10	information	information	NOUN
ajis02-2331	69	11	spaces	space	NOUN
ajis02-2331	69	12	,	,	PUNCT
ajis02-2331	69	13	creating	create	VERB
ajis02-2331	69	14	uncertainty	uncertainty	NOUN
ajis02-2331	69	15	among	among	ADP
ajis02-2331	69	16	search	search	NOUN
ajis02-2331	69	17	engine	engine	NOUN
ajis02-2331	69	18	users	user	NOUN
ajis02-2331	69	19	.	.	PUNCT
ajis02-2331	70	1	the	the	DET
ajis02-2331	70	2	author	author	NOUN
ajis02-2331	70	3	proposed	propose	VERB
ajis02-2331	70	4	a	a	DET
ajis02-2331	70	5	mediator	mediator	NOUN
ajis02-2331	70	6	agent	agent	NOUN
ajis02-2331	70	7	system	system	NOUN
ajis02-2331	70	8	to	to	PART
ajis02-2331	70	9	estimate	estimate	VERB
ajis02-2331	70	10	the	the	DET
ajis02-2331	70	11	semantics	semantic	NOUN
ajis02-2331	70	12	of	of	ADP
ajis02-2331	70	13	unknown	unknown	ADJ
ajis02-2331	70	14	spaces	space	NOUN
ajis02-2331	70	15	by	by	ADP
ajis02-2331	70	16	learning	learn	VERB
ajis02-2331	70	17	the	the	DET
ajis02-2331	70	18	fragmented	fragmented	ADJ
ajis02-2331	70	19	gathers	gather	NOUN
ajis02-2331	70	20	and	and	CCONJ
ajis02-2331	70	21	applying	apply	VERB
ajis02-2331	70	22	to	to	ADP
ajis02-2331	70	23	crawlers	crawler	NOUN
ajis02-2331	70	24	.	.	PUNCT
ajis02-2331	71	1	however	however	ADV
ajis02-2331	71	2	,	,	PUNCT
ajis02-2331	71	3	the	the	DET
ajis02-2331	71	4	integration	integration	NOUN
ajis02-2331	71	5	of	of	ADP
ajis02-2331	71	6	contextual	contextual	ADJ
ajis02-2331	71	7	spaces	space	NOUN
ajis02-2331	71	8	and	and	CCONJ
ajis02-2331	71	9	their	their	PRON
ajis02-2331	71	10	semantics	semantic	NOUN
ajis02-2331	71	11	were	be	AUX
ajis02-2331	71	12	missing	miss	VERB
ajis02-2331	71	13	due	due	ADJ
ajis02-2331	71	14	to	to	ADP
ajis02-2331	71	15	poorly	poorly	ADV
ajis02-2331	71	16	associated	associate	VERB
ajis02-2331	71	17	tools	tool	NOUN
ajis02-2331	71	18	.	.	PUNCT
ajis02-2331	72	1	further	far	ADV
ajis02-2331	72	2	,	,	PUNCT
ajis02-2331	72	3	the	the	DET
ajis02-2331	72	4	detachment	detachment	NOUN
ajis02-2331	72	5	between	between	ADP
ajis02-2331	72	6	contextualisation	contextualisation	NOUN
ajis02-2331	72	7	features	feature	NOUN
ajis02-2331	72	8	and	and	CCONJ
ajis02-2331	72	9	tools	tool	NOUN
ajis02-2331	72	10	was	be	AUX
ajis02-2331	72	11	an	an	DET
ajis02-2331	72	12	added	add	VERB
ajis02-2331	72	13	challenge	challenge	NOUN
ajis02-2331	72	14	while	while	SCONJ
ajis02-2331	72	15	managing	manage	VERB
ajis02-2331	72	16	complex	complex	ADJ
ajis02-2331	72	17	queries	query	NOUN
ajis02-2331	72	18	and	and	CCONJ
ajis02-2331	72	19	information	information	NOUN
ajis02-2331	72	20	search	search	NOUN
ajis02-2331	72	21	.	.	PUNCT
ajis02-2331	73	1	hernandez	hernandez	PROPN
ajis02-2331	73	2	et	et	PROPN
ajis02-2331	73	3	al	al	PROPN
ajis02-2331	73	4	.	.	PROPN
ajis02-2331	73	5	(	(	PUNCT
ajis02-2331	73	6	2007	2007	NUM
ajis02-2331	73	7	)	)	PUNCT
ajis02-2331	73	8	explored	explore	VERB
ajis02-2331	73	9	thematic	thematic	ADJ
ajis02-2331	73	10	views	view	NOUN
ajis02-2331	73	11	of	of	ADP
ajis02-2331	73	12	users	user	NOUN
ajis02-2331	73	13	’	'	PUNCT
ajis02-2331	73	14	specific	specific	ADJ
ajis02-2331	73	15	data	datum	NOUN
ajis02-2331	73	16	motivating	motivating	NOUN
ajis02-2331	73	17	semantically	semantically	ADV
ajis02-2331	73	18	indexed	index	VERB
ajis02-2331	73	19	contexts	context	NOUN
ajis02-2331	73	20	and	and	CCONJ
ajis02-2331	73	21	their	their	PRON
ajis02-2331	73	22	ontology	ontology	NOUN
ajis02-2331	73	23	descriptions	description	NOUN
ajis02-2331	73	24	.	.	PUNCT
ajis02-2331	74	1	though	though	SCONJ
ajis02-2331	74	2	the	the	DET
ajis02-2331	74	3	approach	approach	NOUN
ajis02-2331	74	4	has	have	AUX
ajis02-2331	74	5	benefit	benefit	NOUN
ajis02-2331	74	6	to	to	ADP
ajis02-2331	74	7	the	the	DET
ajis02-2331	74	8	semantic	semantic	ADJ
ajis02-2331	74	9	representation	representation	NOUN
ajis02-2331	74	10	of	of	ADP
ajis02-2331	74	11	contexts	contexts	NOUN
ajis02-2331	74	12	,	,	PUNCT
ajis02-2331	74	13	flexibility	flexibility	NOUN
ajis02-2331	74	14	and	and	CCONJ
ajis02-2331	74	15	adaptability	adaptability	NOUN
ajis02-2331	74	16	challenges	challenge	NOUN
ajis02-2331	74	17	persist	persist	VERB
ajis02-2331	74	18	.	.	PUNCT
ajis02-2331	75	1	liu	liu	PROPN
ajis02-2331	75	2	et	et	PROPN
ajis02-2331	75	3	al	al	PROPN
ajis02-2331	75	4	.	.	PROPN
ajis02-2331	76	1	(	(	PUNCT
ajis02-2331	76	2	2010	2010	NUM
ajis02-2331	76	3	)	)	PUNCT
ajis02-2331	76	4	computed	compute	VERB
ajis02-2331	76	5	the	the	DET
ajis02-2331	76	6	rank	rank	NOUN
ajis02-2331	76	7	of	of	ADP
ajis02-2331	76	8	web	web	NOUN
ajis02-2331	76	9	pages	page	NOUN
ajis02-2331	76	10	using	use	VERB
ajis02-2331	76	11	real	real	ADJ
ajis02-2331	76	12	browsing	browsing	NOUN
ajis02-2331	76	13	behaviours	behaviour	NOUN
ajis02-2331	76	14	of	of	ADP
ajis02-2331	76	15	web	web	NOUN
ajis02-2331	76	16	users	user	NOUN
ajis02-2331	76	17	.	.	PUNCT
ajis02-2331	77	1	the	the	DET
ajis02-2331	77	2	authors	author	NOUN
ajis02-2331	77	3	described	describe	VERB
ajis02-2331	77	4	the	the	DET
ajis02-2331	77	5	issues	issue	NOUN
ajis02-2331	77	6	and	and	CCONJ
ajis02-2331	77	7	challenges	challenge	NOUN
ajis02-2331	77	8	of	of	ADP
ajis02-2331	77	9	the	the	DET
ajis02-2331	77	10	hypergraph	hypergraph	NOUN
ajis02-2331	77	11	link	link	NOUN
ajis02-2331	77	12	as	as	ADP
ajis02-2331	77	13	incomplete	incomplete	ADJ
ajis02-2331	77	14	and	and	CCONJ
ajis02-2331	77	15	inaccurate	inaccurate	ADJ
ajis02-2331	77	16	when	when	SCONJ
ajis02-2331	77	17	calculate	calculate	NOUN
ajis02-2331	77	18	page	page	NOUN
ajis02-2331	77	19	rank	rank	NOUN
ajis02-2331	77	20	.	.	PUNCT
ajis02-2331	78	1	instead	instead	ADV
ajis02-2331	78	2	,	,	PUNCT
ajis02-2331	78	3	they	they	PRON
ajis02-2331	78	4	used	use	VERB
ajis02-2331	78	5	the	the	DET
ajis02-2331	78	6	real	real	ADJ
ajis02-2331	78	7	behaviours	behaviour	NOUN
ajis02-2331	78	8	of	of	ADP
ajis02-2331	78	9	the	the	DET
ajis02-2331	78	10	web	web	NOUN
ajis02-2331	78	11	users	user	NOUN
ajis02-2331	78	12	.	.	PUNCT
ajis02-2331	79	1	qin	qin	PROPN
ajis02-2331	79	2	et	et	PROPN
ajis02-2331	79	3	al	al	PROPN
ajis02-2331	79	4	.	.	PROPN
ajis02-2331	80	1	(	(	PUNCT
ajis02-2331	80	2	2010	2010	NUM
ajis02-2331	80	3	)	)	PUNCT
ajis02-2331	80	4	conducted	conduct	VERB
ajis02-2331	80	5	experiments	experiment	NOUN
ajis02-2331	80	6	on	on	ADP
ajis02-2331	80	7	benchmark	benchmark	ADJ
ajis02-2331	80	8	datasets	dataset	NOUN
ajis02-2331	80	9	,	,	PUNCT
ajis02-2331	80	10	suggesting	suggest	VERB
ajis02-2331	80	11	practical	practical	ADJ
ajis02-2331	80	12	algorithms	algorithm	NOUN
ajis02-2331	80	13	for	for	ADP
ajis02-2331	80	14	the	the	DET
ajis02-2331	80	15	proposed	propose	VERB
ajis02-2331	80	16	framework	framework	NOUN
ajis02-2331	80	17	to	to	PART
ajis02-2331	80	18	optimise	optimise	VERB
ajis02-2331	80	19	the	the	DET
ajis02-2331	80	20	ir	ir	PROPN
ajis02-2331	80	21	measures	measure	NOUN
ajis02-2331	80	22	.	.	PUNCT
ajis02-2331	81	1	zuccon	zuccon	NOUN
ajis02-2331	81	2	et	et	PROPN
ajis02-2331	81	3	al	al	PROPN
ajis02-2331	81	4	.	.	PROPN
ajis02-2331	82	1	(	(	PUNCT
ajis02-2331	82	2	2013	2013	NUM
ajis02-2331	82	3	)	)	PUNCT
ajis02-2331	82	4	used	use	VERB
ajis02-2331	82	5	a	a	DET
ajis02-2331	82	6	crowdsourcing	crowdsourcing	NOUN
ajis02-2331	82	7	platform	platform	NOUN
ajis02-2331	82	8	that	that	PRON
ajis02-2331	82	9	captured	capture	VERB
ajis02-2331	82	10	the	the	DET
ajis02-2331	82	11	user	user	NOUN
ajis02-2331	82	12	interactions	interaction	NOUN
ajis02-2331	82	13	,	,	PUNCT
ajis02-2331	82	14	searching	search	VERB
ajis02-2331	82	15	their	their	PRON
ajis02-2331	82	16	behaviours	behaviour	NOUN
ajis02-2331	82	17	at	at	ADP
ajis02-2331	82	18	low	low	ADJ
ajis02-2331	82	19	cost	cost	NOUN
ajis02-2331	82	20	with	with	ADP
ajis02-2331	82	21	more	more	ADJ
ajis02-2331	82	22	data	datum	NOUN
ajis02-2331	82	23	within	within	ADP
ajis02-2331	82	24	short	short	ADJ
ajis02-2331	82	25	period	period	NOUN
ajis02-2331	82	26	times	time	NOUN
ajis02-2331	82	27	.	.	PUNCT
ajis02-2331	83	1	still	still	ADV
ajis02-2331	83	2	,	,	PUNCT
ajis02-2331	83	3	the	the	DET
ajis02-2331	83	4	approach	approach	NOUN
ajis02-2331	83	5	compromises	compromise	VERB
ajis02-2331	83	6	the	the	DET
ajis02-2331	83	7	quality	quality	NOUN
ajis02-2331	83	8	of	of	ADP
ajis02-2331	83	9	information	information	NOUN
ajis02-2331	83	10	and	and	CCONJ
ajis02-2331	83	11	its	its	PRON
ajis02-2331	83	12	search	search	NOUN
ajis02-2331	83	13	.	.	PUNCT
ajis02-2331	84	1	simpson	simpson	PROPN
ajis02-2331	84	2	et	et	PROPN
ajis02-2331	84	3	al	al	PROPN
ajis02-2331	84	4	.	.	PROPN
ajis02-2331	85	1	(	(	PUNCT
ajis02-2331	85	2	2014	2014	NUM
ajis02-2331	85	3	)	)	PUNCT
ajis02-2331	85	4	proposed	propose	VERB
ajis02-2331	85	5	a	a	DET
ajis02-2331	85	6	practical	practical	ADJ
ajis02-2331	85	7	multimodal	multimodal	NOUN
ajis02-2331	85	8	solution	solution	NOUN
ajis02-2331	85	9	for	for	ADP
ajis02-2331	85	10	indexing	indexing	NOUN
ajis02-2331	85	11	and	and	CCONJ
ajis02-2331	85	12	retrieving	retrieve	VERB
ajis02-2331	85	13	the	the	DET
ajis02-2331	85	14	images	image	NOUN
ajis02-2331	85	15	contained	contain	VERB
ajis02-2331	85	16	in	in	ADP
ajis02-2331	85	17	the	the	DET
ajis02-2331	85	18	biomedical	biomedical	ADJ
ajis02-2331	85	19	articles	article	NOUN
ajis02-2331	85	20	.	.	PUNCT
ajis02-2331	86	1	text	text	NOUN
ajis02-2331	86	2	-	-	PUNCT
ajis02-2331	86	3	based	base	VERB
ajis02-2331	86	4	visual	visual	ADJ
ajis02-2331	86	5	representations	representation	NOUN
ajis02-2331	86	6	were	be	AUX
ajis02-2331	86	7	used	use	VERB
ajis02-2331	86	8	in	in	ADP
ajis02-2331	86	9	conjunction	conjunction	NOUN
ajis02-2331	86	10	with	with	ADP
ajis02-2331	86	11	the	the	DET
ajis02-2331	86	12	solutions	solution	NOUN
ajis02-2331	86	13	that	that	PRON
ajis02-2331	86	14	significantly	significantly	ADV
ajis02-2331	86	15	improved	improve	VERB
ajis02-2331	86	16	the	the	DET
ajis02-2331	86	17	retrieval	retrieval	NOUN
ajis02-2331	86	18	accuracy	accuracy	NOUN
ajis02-2331	86	19	.	.	PUNCT
ajis02-2331	87	1	soldaini	soldaini	NOUN
ajis02-2331	87	2	et	et	PROPN
ajis02-2331	87	3	al	al	PROPN
ajis02-2331	87	4	.	.	PUNCT
ajis02-2331	88	1	(	(	PUNCT
ajis02-2331	88	2	2016	2016	NUM
ajis02-2331	88	3	)	)	PUNCT
ajis02-2331	88	4	investigated	investigate	VERB
ajis02-2331	88	5	the	the	DET
ajis02-2331	88	6	utility	utility	NOUN
ajis02-2331	88	7	of	of	ADP
ajis02-2331	88	8	bridging	bridge	VERB
ajis02-2331	88	9	the	the	DET
ajis02-2331	88	10	gaps	gap	NOUN
ajis02-2331	88	11	between	between	ADP
ajis02-2331	88	12	layperson	layperson	NOUN
ajis02-2331	88	13	and	and	CCONJ
ajis02-2331	88	14	expert	expert	NOUN
ajis02-2331	88	15	vocabularies	vocabulary	NOUN
ajis02-2331	88	16	for	for	ADP
ajis02-2331	88	17	query	query	NOUN
ajis02-2331	88	18	classifications	classification	NOUN
ajis02-2331	88	19	from	from	ADP
ajis02-2331	88	20	which	which	PRON
ajis02-2331	88	21	a	a	DET
ajis02-2331	88	22	supervised	supervise	VERB
ajis02-2331	88	23	classifier	classifier	NOUN
ajis02-2331	88	24	is	be	AUX
ajis02-2331	88	25	selected	select	VERB
ajis02-2331	88	26	with	with	ADP
ajis02-2331	88	27	the	the	DET
ajis02-2331	88	28	most	most	ADV
ajis02-2331	88	29	appropriate	appropriate	ADJ
ajis02-2331	88	30	synonym	synonym	NOUN
ajis02-2331	88	31	that	that	PRON
ajis02-2331	88	32	best	well	ADV
ajis02-2331	88	33	fit	fit	ADJ
ajis02-2331	88	34	with	with	ADP
ajis02-2331	88	35	the	the	DET
ajis02-2331	88	36	query	query	NOUN
ajis02-2331	88	37	.	.	PUNCT
ajis02-2331	89	1	despite	despite	SCONJ
ajis02-2331	89	2	precision	precision	NOUN
ajis02-2331	89	3	in	in	ADP
ajis02-2331	89	4	terminology	terminology	NOUN
ajis02-2331	89	5	presentation	presentation	NOUN
ajis02-2331	89	6	,	,	PUNCT
ajis02-2331	89	7	the	the	DET
ajis02-2331	89	8	classifier	classifier	NOUN
ajis02-2331	89	9	lacks	lack	VERB
ajis02-2331	89	10	collaboration	collaboration	NOUN
ajis02-2331	89	11	with	with	ADP
ajis02-2331	89	12	complex	complex	ADJ
ajis02-2331	89	13	queries	query	NOUN
ajis02-2331	89	14	.	.	PUNCT
ajis02-2331	90	1	koopman	koopman	PROPN
ajis02-2331	90	2	et	et	PROPN
ajis02-2331	90	3	al	al	PROPN
ajis02-2331	90	4	.	.	PROPN
ajis02-2331	91	1	(	(	PUNCT
ajis02-2331	91	2	2016	2016	NUM
ajis02-2331	91	3	)	)	PUNCT
ajis02-2331	91	4	present	present	VERB
ajis02-2331	91	5	a	a	DET
ajis02-2331	91	6	graphical	graphical	ADJ
ajis02-2331	91	7	inference	inference	NOUN
ajis02-2331	91	8	retrieval	retrieval	NOUN
ajis02-2331	91	9	model	model	NOUN
ajis02-2331	91	10	that	that	PRON
ajis02-2331	91	11	integrates	integrate	VERB
ajis02-2331	91	12	structured	structured	ADJ
ajis02-2331	91	13	knowledge	knowledge	NOUN
ajis02-2331	91	14	with	with	ADP
ajis02-2331	91	15	statistical	statistical	ADJ
ajis02-2331	91	16	information	information	NOUN
ajis02-2331	91	17	and	and	CCONJ
ajis02-2331	91	18	its	its	PRON
ajis02-2331	91	19	inference	inference	NOUN
ajis02-2331	91	20	in	in	ADP
ajis02-2331	91	21	a	a	DET
ajis02-2331	91	22	unified	unified	ADJ
ajis02-2331	91	23	framework	framework	NOUN
ajis02-2331	91	24	.	.	PUNCT
ajis02-2331	92	1	the	the	DET
ajis02-2331	92	2	analysis	analysis	NOUN
ajis02-2331	92	3	suggested	suggest	VERB
ajis02-2331	92	4	when	when	SCONJ
ajis02-2331	92	5	and	and	CCONJ
ajis02-2331	92	6	how	how	SCONJ
ajis02-2331	92	7	to	to	PART
ajis02-2331	92	8	apply	apply	VERB
ajis02-2331	92	9	the	the	DET
ajis02-2331	92	10	inference	inference	NOUN
ajis02-2331	92	11	for	for	ADP
ajis02-2331	92	12	retrieval	retrieval	NOUN
ajis02-2331	92	13	,	,	PUNCT
ajis02-2331	92	14	including	include	VERB
ajis02-2331	92	15	categorization	categorization	NOUN
ajis02-2331	92	16	of	of	ADP
ajis02-2331	92	17	queries	query	NOUN
ajis02-2331	92	18	affected	affect	VERB
ajis02-2331	92	19	by	by	ADP
ajis02-2331	92	20	inferences	inference	NOUN
ajis02-2331	92	21	.	.	PUNCT
ajis02-2331	93	1	though	though	SCONJ
ajis02-2331	93	2	the	the	DET
ajis02-2331	93	3	authors	author	NOUN
ajis02-2331	93	4	concluded	conclude	VERB
ajis02-2331	93	5	that	that	SCONJ
ajis02-2331	93	6	the	the	DET
ajis02-2331	93	7	inference	inference	NOUN
ajis02-2331	93	8	retrieval	retrieval	NOUN
ajis02-2331	93	9	method	method	NOUN
ajis02-2331	93	10	was	be	AUX
ajis02-2331	93	11	more	more	ADV
ajis02-2331	93	12	effective	effective	ADJ
ajis02-2331	93	13	compared	compare	VERB
ajis02-2331	93	14	to	to	ADP
ajis02-2331	93	15	a	a	DET
ajis02-2331	93	16	general	general	ADJ
ajis02-2331	93	17	retrieval	retrieval	NOUN
ajis02-2331	93	18	method	method	NOUN
ajis02-2331	93	19	,	,	PUNCT
ajis02-2331	93	20	the	the	DET
ajis02-2331	93	21	inference	inference	NOUN
ajis02-2331	93	22	analysis	analysis	NOUN
ajis02-2331	93	23	lacked	lack	VERB
ajis02-2331	93	24	relevant	relevant	ADJ
ajis02-2331	93	25	judgement	judgement	NOUN
ajis02-2331	93	26	while	while	SCONJ
ajis02-2331	93	27	choosing	choose	VERB
ajis02-2331	93	28	queries	query	NOUN
ajis02-2331	93	29	.	.	PUNCT
ajis02-2331	94	1	tolosa	tolosa	PROPN
ajis02-2331	94	2	et	et	PROPN
ajis02-2331	94	3	al	al	PROPN
ajis02-2331	94	4	.	.	PROPN
ajis02-2331	95	1	(	(	PUNCT
ajis02-2331	95	2	2017	2017	NUM
ajis02-2331	95	3	)	)	PUNCT
ajis02-2331	95	4	lately	lately	ADV
ajis02-2331	95	5	used	use	VERB
ajis02-2331	95	6	information	information	NOUN
ajis02-2331	95	7	retrieval	retrieval	NOUN
ajis02-2331	95	8	systems	system	NOUN
ajis02-2331	95	9	at	at	ADP
ajis02-2331	95	10	unique	unique	ADJ
ajis02-2331	95	11	stages	stage	NOUN
ajis02-2331	95	12	to	to	PART
ajis02-2331	95	13	speed	speed	VERB
ajis02-2331	95	14	up	up	ADP
ajis02-2331	95	15	computations	computation	NOUN
ajis02-2331	95	16	.	.	PUNCT
ajis02-2331	96	1	the	the	DET
ajis02-2331	96	2	authors	author	NOUN
ajis02-2331	96	3	proposed	propose	VERB
ajis02-2331	96	4	a	a	DET
ajis02-2331	96	5	static	static	ADJ
ajis02-2331	96	6	cache	cache	NOUN
ajis02-2331	96	7	and	and	CCONJ
ajis02-2331	96	8	evaluate	evaluate	VERB
ajis02-2331	96	9	its	its	PRON
ajis02-2331	96	10	space	space	NOUN
ajis02-2331	96	11	for	for	ADP
ajis02-2331	96	12	query	query	NOUN
ajis02-2331	96	13	executions	execution	NOUN
ajis02-2331	96	14	and	and	CCONJ
ajis02-2331	96	15	differences	difference	NOUN
ajis02-2331	96	16	to	to	PART
ajis02-2331	96	17	reveal	reveal	VERB
ajis02-2331	96	18	between	between	ADP
ajis02-2331	96	19	raw	raw	ADJ
ajis02-2331	96	20	and	and	CCONJ
ajis02-2331	96	21	compressed	compressed	ADJ
ajis02-2331	96	22	forms	form	NOUN
ajis02-2331	96	23	.	.	PUNCT
ajis02-2331	97	1	karanam	karanam	PROPN
ajis02-2331	97	2	et	et	PROPN
ajis02-2331	97	3	al	al	PROPN
ajis02-2331	97	4	.	.	PROPN
ajis02-2331	98	1	(	(	PUNCT
ajis02-2331	98	2	2017	2017	NUM
ajis02-2331	98	3	)	)	PUNCT
ajis02-2331	98	4	discussed	discuss	VERB
ajis02-2331	98	5	a	a	DET
ajis02-2331	98	6	cognitive	cognitive	ADJ
ajis02-2331	98	7	model	model	NOUN
ajis02-2331	98	8	,	,	PUNCT
ajis02-2331	98	9	building	build	VERB
ajis02-2331	98	10	a	a	DET
ajis02-2331	98	11	process	process	NOUN
ajis02-2331	98	12	for	for	ADP
ajis02-2331	98	13	information	information	NOUN
ajis02-2331	98	14	search	search	NOUN
ajis02-2331	98	15	and	and	CCONJ
ajis02-2331	98	16	enabling	enable	VERB
ajis02-2331	98	17	the	the	DET
ajis02-2331	98	18	use	use	NOUN
ajis02-2331	98	19	of	of	ADP
ajis02-2331	98	20	semantic	semantic	ADJ
ajis02-2331	98	21	spaces	space	NOUN
ajis02-2331	98	22	.	.	PUNCT
ajis02-2331	99	1	the	the	DET
ajis02-2331	99	2	study	study	NOUN
ajis02-2331	99	3	concluded	conclude	VERB
ajis02-2331	99	4	with	with	ADP
ajis02-2331	99	5	an	an	DET
ajis02-2331	99	6	interpretation	interpretation	NOUN
ajis02-2331	99	7	of	of	ADP
ajis02-2331	99	8	high	high	ADJ
ajis02-2331	99	9	-	-	PUNCT
ajis02-2331	99	10	domain	domain	NOUN
ajis02-2331	99	11	knowledge	knowledge	NOUN
ajis02-2331	99	12	in	in	ADP
ajis02-2331	99	13	an	an	DET
ajis02-2331	99	14	expert	expert	NOUN
ajis02-2331	99	15	-	-	PUNCT
ajis02-2331	99	16	semantic	semantic	ADJ
ajis02-2331	99	17	space	space	NOUN
ajis02-2331	99	18	irrespective	irrespective	ADV
ajis02-2331	99	19	of	of	ADP
ajis02-2331	99	20	the	the	DET
ajis02-2331	99	21	knowledge	knowledge	NOUN
ajis02-2331	99	22	acquisition	acquisition	NOUN
ajis02-2331	99	23	and	and	CCONJ
ajis02-2331	99	24	lack	lack	NOUN
ajis02-2331	99	25	of	of	ADP
ajis02-2331	99	26	refinement	refinement	NOUN
ajis02-2331	99	27	process	process	NOUN
ajis02-2331	99	28	.	.	PUNCT
ajis02-2331	100	1	information	information	NOUN
ajis02-2331	100	2	retrieval	retrieval	NOUN
ajis02-2331	100	3	and	and	CCONJ
ajis02-2331	100	4	its	its	PRON
ajis02-2331	100	5	refinement	refinement	NOUN
ajis02-2331	100	6	is	be	AUX
ajis02-2331	100	7	much	much	ADV
ajis02-2331	100	8	-	-	PUNCT
ajis02-2331	100	9	needed	need	VERB
ajis02-2331	100	10	research	research	NOUN
ajis02-2331	100	11	using	use	VERB
ajis02-2331	100	12	an	an	DET
ajis02-2331	100	13	integrated	integrate	VERB
ajis02-2331	100	14	framework	framework	NOUN
ajis02-2331	100	15	.	.	PUNCT
ajis02-2331	101	1	previous	previous	ADJ
ajis02-2331	101	2	information	information	NOUN
ajis02-2331	101	3	retrieval	retrieval	NOUN
ajis02-2331	101	4	researchers	researcher	NOUN
ajis02-2331	101	5	have	have	AUX
ajis02-2331	101	6	not	not	PART
ajis02-2331	101	7	dealt	deal	VERB
ajis02-2331	101	8	with	with	ADP
ajis02-2331	101	9	a	a	DET
ajis02-2331	101	10	new	new	ADJ
ajis02-2331	101	11	integrated	integrate	VERB
ajis02-2331	101	12	approach	approach	NOUN
ajis02-2331	101	13	that	that	PRON
ajis02-2331	101	14	can	can	AUX
ajis02-2331	101	15	cope	cope	VERB
ajis02-2331	101	16	with	with	ADP
ajis02-2331	101	17	complex	complex	ADJ
ajis02-2331	101	18	queries	query	NOUN
ajis02-2331	101	19	and	and	CCONJ
ajis02-2331	101	20	information	information	NOUN
ajis02-2331	101	21	needs	need	NOUN
ajis02-2331	101	22	.	.	PUNCT
ajis02-2331	102	1	we	we	PRON
ajis02-2331	102	2	propose	propose	VERB
ajis02-2331	102	3	a	a	DET
ajis02-2331	102	4	australasian	australasian	ADJ
ajis02-2331	102	5	journal	journal	NOUN
ajis02-2331	102	6	of	of	ADP
ajis02-2331	102	7	information	information	NOUN
ajis02-2331	102	8	systems	systems	PROPN
ajis02-2331	102	9	zhu	zhu	PROPN
ajis02-2331	102	10	,	,	PUNCT
ajis02-2331	102	11	nimmagadda	nimmagadda	NOUN
ajis02-2331	102	12	,	,	PUNCT
ajis02-2331	102	13	reiners	reiner	NOUN
ajis02-2331	102	14	&	&	CCONJ
ajis02-2331	102	15	rudra	rudra	PROPN
ajis02-2331	102	16	2020	2020	NUM
ajis02-2331	102	17	,	,	PUNCT
ajis02-2331	102	18	vol	vol	NOUN
ajis02-2331	102	19	24	24	NUM
ajis02-2331	102	20	,	,	PUNCT
ajis02-2331	102	21	research	research	NOUN
ajis02-2331	102	22	article	article	NOUN
ajis02-2331	102	23	integrated	integrate	VERB
ajis02-2331	102	24	search	search	NOUN
ajis02-2331	102	25	framework	framework	NOUN
ajis02-2331	102	26	for	for	ADP
ajis02-2331	102	27	the	the	DET
ajis02-2331	102	28	knowledge	knowledge	NOUN
ajis02-2331	102	29	-	-	PUNCT
ajis02-2331	102	30	based	base	VERB
ajis02-2331	102	31	web	web	NOUN
ajis02-2331	102	32	ecosystem	ecosystem	NOUN
ajis02-2331	102	33	5	5	NUM
ajis02-2331	102	34	framework	framework	NOUN
ajis02-2331	102	35	to	to	PART
ajis02-2331	102	36	accommodate	accommodate	VERB
ajis02-2331	102	37	multiple	multiple	ADJ
ajis02-2331	102	38	constructs	construct	NOUN
ajis02-2331	102	39	and	and	CCONJ
ajis02-2331	102	40	models	model	NOUN
ajis02-2331	102	41	,	,	PUNCT
ajis02-2331	102	42	envisioning	envision	VERB
ajis02-2331	102	43	the	the	DET
ajis02-2331	102	44	refinement	refinement	NOUN
ajis02-2331	102	45	in	in	ADP
ajis02-2331	102	46	the	the	DET
ajis02-2331	102	47	search	search	NOUN
ajis02-2331	102	48	process	process	NOUN
ajis02-2331	102	49	.	.	PUNCT
ajis02-2331	103	1	we	we	PRON
ajis02-2331	103	2	articulate	articulate	VERB
ajis02-2331	103	3	the	the	DET
ajis02-2331	103	4	framework	framework	NOUN
ajis02-2331	103	5	with	with	ADP
ajis02-2331	103	6	new	new	ADJ
ajis02-2331	103	7	artefacts	artefact	NOUN
ajis02-2331	103	8	that	that	PRON
ajis02-2331	103	9	can	can	AUX
ajis02-2331	103	10	search	search	VERB
ajis02-2331	103	11	and	and	CCONJ
ajis02-2331	103	12	deliver	deliver	VERB
ajis02-2331	103	13	quality	quality	NOUN
ajis02-2331	103	14	information	information	NOUN
ajis02-2331	103	15	,	,	PUNCT
ajis02-2331	103	16	minimising	minimise	VERB
ajis02-2331	103	17	the	the	DET
ajis02-2331	103	18	ambiguity	ambiguity	NOUN
ajis02-2331	103	19	of	of	ADP
ajis02-2331	103	20	information	information	NOUN
ajis02-2331	103	21	constrained	constrain	VERB
ajis02-2331	103	22	by	by	ADP
ajis02-2331	103	23	various	various	ADJ
ajis02-2331	103	24	search	search	NOUN
ajis02-2331	103	25	engines	engine	NOUN
ajis02-2331	103	26	.	.	PUNCT
ajis02-2331	104	1	3	3	NUM
ajis02-2331	104	2	the	the	DET
ajis02-2331	104	3	existing	exist	VERB
ajis02-2331	104	4	issues	issue	NOUN
ajis02-2331	104	5	and	and	CCONJ
ajis02-2331	104	6	challenges	challenge	VERB
ajis02-2331	104	7	the	the	DET
ajis02-2331	104	8	information	information	NOUN
ajis02-2331	104	9	explosion	explosion	NOUN
ajis02-2331	104	10	,	,	PUNCT
ajis02-2331	104	11	low	low	ADJ
ajis02-2331	104	12	information	information	NOUN
ajis02-2331	104	13	accuracy	accuracy	NOUN
ajis02-2331	104	14	,	,	PUNCT
ajis02-2331	104	15	improper	improper	ADJ
ajis02-2331	104	16	search	search	NOUN
ajis02-2331	104	17	outcomes	outcome	NOUN
ajis02-2331	104	18	and	and	CCONJ
ajis02-2331	104	19	their	their	PRON
ajis02-2331	104	20	management	management	NOUN
ajis02-2331	104	21	,	,	PUNCT
ajis02-2331	104	22	mismatched	mismatch	VERB
ajis02-2331	104	23	human	human	ADJ
ajis02-2331	104	24	-	-	PUNCT
ajis02-2331	104	25	computer	computer	NOUN
ajis02-2331	104	26	interaction	interaction	NOUN
ajis02-2331	104	27	clusters	cluster	NOUN
ajis02-2331	104	28	are	be	AUX
ajis02-2331	104	29	significant	significant	ADJ
ajis02-2331	104	30	issues	issue	NOUN
ajis02-2331	104	31	,	,	PUNCT
ajis02-2331	104	32	making	make	VERB
ajis02-2331	104	33	the	the	DET
ajis02-2331	104	34	information	information	NOUN
ajis02-2331	104	35	retrieval	retrieval	NOUN
ajis02-2331	104	36	challenging	challenging	ADJ
ajis02-2331	104	37	(	(	PUNCT
ajis02-2331	104	38	croft	croft	PROPN
ajis02-2331	104	39	et	et	PROPN
ajis02-2331	104	40	al	al	PROPN
ajis02-2331	104	41	.	.	PROPN
ajis02-2331	104	42	2015	2015	NUM
ajis02-2331	104	43	)	)	PUNCT
ajis02-2331	104	44	.	.	PUNCT
ajis02-2331	105	1	a	a	DET
ajis02-2331	105	2	dynamic	dynamic	ADJ
ajis02-2331	105	3	and	and	CCONJ
ajis02-2331	105	4	flexible	flexible	ADJ
ajis02-2331	105	5	information	information	NOUN
ajis02-2331	105	6	retrieval	retrieval	NOUN
ajis02-2331	105	7	system	system	NOUN
ajis02-2331	105	8	is	be	AUX
ajis02-2331	105	9	needed	need	VERB
ajis02-2331	105	10	to	to	PART
ajis02-2331	105	11	provide	provide	VERB
ajis02-2331	105	12	services	service	NOUN
ajis02-2331	105	13	to	to	ADP
ajis02-2331	105	14	users	user	NOUN
ajis02-2331	105	15	in	in	ADP
ajis02-2331	105	16	various	various	ADJ
ajis02-2331	105	17	kbwe	kbwe	ADJ
ajis02-2331	105	18	scenarios	scenario	NOUN
ajis02-2331	105	19	.	.	PUNCT
ajis02-2331	106	1	in	in	ADP
ajis02-2331	106	2	digital	digital	ADJ
ajis02-2331	106	3	ecosystems	ecosystem	NOUN
ajis02-2331	106	4	,	,	PUNCT
ajis02-2331	106	5	other	other	ADJ
ajis02-2331	106	6	challenges	challenge	NOUN
ajis02-2331	106	7	include	include	VERB
ajis02-2331	106	8	inadequately	inadequately	ADV
ajis02-2331	106	9	integrated	integrate	VERB
ajis02-2331	106	10	domains	domain	NOUN
ajis02-2331	106	11	,	,	PUNCT
ajis02-2331	106	12	systems	system	NOUN
ajis02-2331	106	13	and	and	CCONJ
ajis02-2331	106	14	their	their	PRON
ajis02-2331	106	15	associated	associated	ADJ
ajis02-2331	106	16	data	data	NOUN
ajis02-2331	106	17	sources	source	NOUN
ajis02-2331	106	18	,	,	PUNCT
ajis02-2331	106	19	which	which	PRON
ajis02-2331	106	20	are	be	AUX
ajis02-2331	106	21	briefly	briefly	ADV
ajis02-2331	106	22	summarised	summarise	VERB
ajis02-2331	106	23	in	in	ADP
ajis02-2331	106	24	the	the	DET
ajis02-2331	106	25	following	follow	VERB
ajis02-2331	106	26	sections	section	NOUN
ajis02-2331	106	27	.	.	PUNCT
ajis02-2331	107	1	integrated	integrate	VERB
ajis02-2331	107	2	search	search	NOUN
ajis02-2331	107	3	tools	tool	NOUN
ajis02-2331	107	4	:	:	PUNCT
ajis02-2331	107	5	specific	specific	ADJ
ajis02-2331	107	6	search	search	NOUN
ajis02-2331	107	7	tools	tool	NOUN
ajis02-2331	107	8	and	and	CCONJ
ajis02-2331	107	9	functions	function	NOUN
ajis02-2331	107	10	exist	exist	VERB
ajis02-2331	107	11	,	,	PUNCT
ajis02-2331	107	12	for	for	ADP
ajis02-2331	107	13	example	example	NOUN
ajis02-2331	107	14	,	,	PUNCT
ajis02-2331	107	15	desktop	desktop	NOUN
ajis02-2331	107	16	,	,	PUNCT
ajis02-2331	107	17	music	music	NOUN
ajis02-2331	107	18	,	,	PUNCT
ajis02-2331	107	19	language	language	NOUN
ajis02-2331	107	20	-	-	PUNCT
ajis02-2331	107	21	specific	specific	ADJ
ajis02-2331	107	22	searches	search	NOUN
ajis02-2331	107	23	,	,	PUNCT
ajis02-2331	107	24	and	and	CCONJ
ajis02-2331	107	25	an	an	DET
ajis02-2331	107	26	explicit	explicit	ADJ
ajis02-2331	107	27	full	full	ADJ
ajis02-2331	107	28	-	-	PUNCT
ajis02-2331	107	29	text	text	NOUN
ajis02-2331	107	30	database	database	NOUN
ajis02-2331	107	31	with	with	ADP
ajis02-2331	107	32	bibliographic	bibliographic	ADJ
ajis02-2331	107	33	searching	searching	NOUN
ajis02-2331	107	34	,	,	PUNCT
ajis02-2331	107	35	in	in	ADP
ajis02-2331	107	36	addition	addition	NOUN
ajis02-2331	107	37	to	to	ADP
ajis02-2331	107	38	the	the	DET
ajis02-2331	107	39	general	general	ADJ
ajis02-2331	107	40	-	-	PUNCT
ajis02-2331	107	41	purpose	purpose	NOUN
ajis02-2331	107	42	web	web	NOUN
ajis02-2331	107	43	search	search	NOUN
ajis02-2331	107	44	engines	engine	NOUN
ajis02-2331	107	45	,	,	PUNCT
ajis02-2331	107	46	such	such	ADJ
ajis02-2331	107	47	as	as	ADP
ajis02-2331	107	48	google	google	NOUN
ajis02-2331	107	49	,	,	PUNCT
ajis02-2331	107	50	bing	bing	NOUN
ajis02-2331	107	51	and	and	CCONJ
ajis02-2331	107	52	yahoo	yahoo	PROPN
ajis02-2331	107	53	.	.	PUNCT
ajis02-2331	108	1	however	however	ADV
ajis02-2331	108	2	,	,	PUNCT
ajis02-2331	108	3	information	information	NOUN
ajis02-2331	108	4	seekers	seeker	NOUN
ajis02-2331	108	5	must	must	AUX
ajis02-2331	108	6	install	install	VERB
ajis02-2331	108	7	the	the	DET
ajis02-2331	108	8	tools	tool	NOUN
ajis02-2331	108	9	on	on	ADP
ajis02-2331	108	10	their	their	PRON
ajis02-2331	108	11	computers	computer	NOUN
ajis02-2331	108	12	,	,	PUNCT
ajis02-2331	108	13	and	and	CCONJ
ajis02-2331	108	14	then	then	ADV
ajis02-2331	108	15	match	match	VERB
ajis02-2331	108	16	the	the	DET
ajis02-2331	108	17	search	search	NOUN
ajis02-2331	108	18	tools	tool	NOUN
ajis02-2331	108	19	/	/	SYM
ajis02-2331	108	20	functions	function	NOUN
ajis02-2331	108	21	with	with	ADP
ajis02-2331	108	22	their	their	PRON
ajis02-2331	108	23	information	information	NOUN
ajis02-2331	108	24	retrieval	retrieval	NOUN
ajis02-2331	108	25	needs	need	NOUN
ajis02-2331	108	26	.	.	PUNCT
ajis02-2331	109	1	the	the	DET
ajis02-2331	109	2	process	process	NOUN
ajis02-2331	109	3	may	may	AUX
ajis02-2331	109	4	involve	involve	VERB
ajis02-2331	109	5	considerable	considerable	ADJ
ajis02-2331	109	6	trial	trial	NOUN
ajis02-2331	109	7	and	and	CCONJ
ajis02-2331	109	8	error	error	NOUN
ajis02-2331	109	9	and	and	CCONJ
ajis02-2331	109	10	investment	investment	NOUN
ajis02-2331	109	11	in	in	ADP
ajis02-2331	109	12	learning	learn	VERB
ajis02-2331	109	13	a	a	DET
ajis02-2331	109	14	variety	variety	NOUN
ajis02-2331	109	15	of	of	ADP
ajis02-2331	109	16	systems	system	NOUN
ajis02-2331	109	17	.	.	PUNCT
ajis02-2331	110	1	substantial	substantial	ADJ
ajis02-2331	110	2	resources	resource	NOUN
ajis02-2331	110	3	are	be	AUX
ajis02-2331	110	4	used	use	VERB
ajis02-2331	110	5	such	such	ADJ
ajis02-2331	110	6	as	as	ADP
ajis02-2331	110	7	time	time	NOUN
ajis02-2331	110	8	,	,	PUNCT
ajis02-2331	110	9	memory	memory	NOUN
ajis02-2331	110	10	,	,	PUNCT
ajis02-2331	110	11	disk	disk	NOUN
ajis02-2331	110	12	space	space	NOUN
ajis02-2331	110	13	and	and	CCONJ
ajis02-2331	110	14	processing	processing	NOUN
ajis02-2331	110	15	power	power	NOUN
ajis02-2331	110	16	,	,	PUNCT
ajis02-2331	110	17	in	in	ADP
ajis02-2331	110	18	particular	particular	ADJ
ajis02-2331	110	19	,	,	PUNCT
ajis02-2331	110	20	accessing	access	VERB
ajis02-2331	110	21	the	the	DET
ajis02-2331	110	22	high	high	ADJ
ajis02-2331	110	23	-	-	PUNCT
ajis02-2331	110	24	resolution	resolution	NOUN
ajis02-2331	110	25	images	image	NOUN
ajis02-2331	110	26	.	.	PUNCT
ajis02-2331	111	1	on	on	ADP
ajis02-2331	111	2	the	the	DET
ajis02-2331	111	3	other	other	ADJ
ajis02-2331	111	4	hand	hand	NOUN
ajis02-2331	111	5	,	,	PUNCT
ajis02-2331	111	6	integrated	integrate	VERB
ajis02-2331	111	7	search	search	NOUN
ajis02-2331	111	8	function	function	NOUN
ajis02-2331	111	9	and	and	CCONJ
ajis02-2331	111	10	data	datum	NOUN
ajis02-2331	111	11	ingest	ingest	NOUN
ajis02-2331	111	12	tools	tool	NOUN
ajis02-2331	111	13	can	can	AUX
ajis02-2331	111	14	ease	ease	VERB
ajis02-2331	111	15	the	the	DET
ajis02-2331	111	16	issues	issue	NOUN
ajis02-2331	111	17	of	of	ADP
ajis02-2331	111	18	separate	separate	ADJ
ajis02-2331	111	19	search	search	NOUN
ajis02-2331	111	20	engines	engine	NOUN
ajis02-2331	111	21	and	and	CCONJ
ajis02-2331	111	22	tools	tool	NOUN
ajis02-2331	111	23	by	by	ADP
ajis02-2331	111	24	providing	provide	VERB
ajis02-2331	111	25	a	a	DET
ajis02-2331	111	26	more	more	ADV
ajis02-2331	111	27	effective	effective	ADJ
ajis02-2331	111	28	search	search	NOUN
ajis02-2331	111	29	for	for	ADP
ajis02-2331	111	30	a	a	DET
ajis02-2331	111	31	particular	particular	ADJ
ajis02-2331	111	32	domain	domain	NOUN
ajis02-2331	111	33	or	or	CCONJ
ajis02-2331	111	34	field	field	NOUN
ajis02-2331	111	35	,	,	PUNCT
ajis02-2331	111	36	as	as	SCONJ
ajis02-2331	111	37	compared	compare	VERB
ajis02-2331	111	38	with	with	ADP
ajis02-2331	111	39	the	the	DET
ajis02-2331	111	40	general	general	ADJ
ajis02-2331	111	41	-	-	PUNCT
ajis02-2331	111	42	purpose	purpose	NOUN
ajis02-2331	111	43	search	search	NOUN
ajis02-2331	111	44	engines	engine	NOUN
ajis02-2331	111	45	and	and	CCONJ
ajis02-2331	111	46	individual	individual	ADJ
ajis02-2331	111	47	search	search	NOUN
ajis02-2331	111	48	tools	tool	NOUN
ajis02-2331	111	49	.	.	PUNCT
ajis02-2331	112	1	the	the	DET
ajis02-2331	112	2	syntax	syntax	NOUN
ajis02-2331	112	3	-	-	PUNCT
ajis02-2331	112	4	based	base	VERB
ajis02-2331	112	5	search	search	NOUN
ajis02-2331	112	6	is	be	AUX
ajis02-2331	112	7	not	not	PART
ajis02-2331	112	8	necessarily	necessarily	ADV
ajis02-2331	112	9	semantic	semantic	ADJ
ajis02-2331	112	10	centric	centric	NOUN
ajis02-2331	112	11	:	:	PUNCT
ajis02-2331	112	12	when	when	SCONJ
ajis02-2331	112	13	the	the	DET
ajis02-2331	112	14	search	search	NOUN
ajis02-2331	112	15	is	be	AUX
ajis02-2331	112	16	syntactical	syntactical	ADJ
ajis02-2331	112	17	,	,	PUNCT
ajis02-2331	112	18	but	but	CCONJ
ajis02-2331	112	19	not	not	PART
ajis02-2331	112	20	semantic	semantic	NOUN
ajis02-2331	112	21	-	-	PUNCT
ajis02-2331	112	22	based	base	VERB
ajis02-2331	112	23	,	,	PUNCT
ajis02-2331	112	24	the	the	DET
ajis02-2331	112	25	search	search	NOUN
ajis02-2331	112	26	results	result	NOUN
ajis02-2331	112	27	may	may	AUX
ajis02-2331	112	28	not	not	PART
ajis02-2331	112	29	be	be	AUX
ajis02-2331	112	30	adequately	adequately	ADV
ajis02-2331	112	31	relevant	relevant	ADJ
ajis02-2331	112	32	.	.	PUNCT
ajis02-2331	113	1	web	web	NOUN
ajis02-2331	113	2	search	search	NOUN
ajis02-2331	113	3	engines	engine	NOUN
ajis02-2331	113	4	in	in	ADP
ajis02-2331	113	5	such	such	ADJ
ajis02-2331	113	6	cases	case	NOUN
ajis02-2331	113	7	look	look	VERB
ajis02-2331	113	8	for	for	ADP
ajis02-2331	113	9	factual	factual	ADJ
ajis02-2331	113	10	similarities	similarity	NOUN
ajis02-2331	113	11	between	between	ADP
ajis02-2331	113	12	search	search	NOUN
ajis02-2331	113	13	-	-	PUNCT
ajis02-2331	113	14	terms	term	NOUN
ajis02-2331	113	15	and	and	CCONJ
ajis02-2331	113	16	the	the	DET
ajis02-2331	113	17	web	web	NOUN
ajis02-2331	113	18	pages	page	NOUN
ajis02-2331	113	19	(	(	PUNCT
ajis02-2331	113	20	arasu	arasu	PROPN
ajis02-2331	113	21	et	et	PROPN
ajis02-2331	113	22	al	al	PROPN
ajis02-2331	113	23	.	.	PROPN
ajis02-2331	113	24	2001	2001	NUM
ajis02-2331	113	25	)	)	PUNCT
ajis02-2331	113	26	.	.	PUNCT
ajis02-2331	114	1	search	search	NOUN
ajis02-2331	114	2	engines	engine	NOUN
ajis02-2331	114	3	crawl	crawl	NOUN
ajis02-2331	114	4	websites	website	NOUN
ajis02-2331	114	5	from	from	ADP
ajis02-2331	114	6	the	the	DET
ajis02-2331	114	7	internet	internet	NOUN
ajis02-2331	114	8	and	and	CCONJ
ajis02-2331	114	9	download	download	VERB
ajis02-2331	114	10	web	web	NOUN
ajis02-2331	114	11	pages	page	NOUN
ajis02-2331	114	12	from	from	ADP
ajis02-2331	114	13	various	various	ADJ
ajis02-2331	114	14	sites	site	NOUN
ajis02-2331	114	15	.	.	PUNCT
ajis02-2331	115	1	content	content	NOUN
ajis02-2331	115	2	of	of	ADP
ajis02-2331	115	3	the	the	DET
ajis02-2331	115	4	crawled	crawl	VERB
ajis02-2331	115	5	pages	page	NOUN
ajis02-2331	115	6	are	be	AUX
ajis02-2331	115	7	tokenized	tokenize	VERB
ajis02-2331	115	8	and	and	CCONJ
ajis02-2331	115	9	indexed	index	VERB
ajis02-2331	115	10	.	.	PUNCT
ajis02-2331	116	1	all	all	DET
ajis02-2331	116	2	tokenized	tokenized	ADJ
ajis02-2331	116	3	terms	term	NOUN
ajis02-2331	116	4	are	be	AUX
ajis02-2331	116	5	used	use	VERB
ajis02-2331	116	6	to	to	PART
ajis02-2331	116	7	create	create	VERB
ajis02-2331	116	8	a	a	DET
ajis02-2331	116	9	set	set	NOUN
ajis02-2331	116	10	of	of	ADP
ajis02-2331	116	11	vocabulary	vocabulary	NOUN
ajis02-2331	116	12	,	,	PUNCT
ajis02-2331	116	13	and	and	CCONJ
ajis02-2331	116	14	a	a	DET
ajis02-2331	116	15	term	term	NOUN
ajis02-2331	116	16	-	-	PUNCT
ajis02-2331	116	17	document	document	NOUN
ajis02-2331	116	18	matrix	matrix	NOUN
ajis02-2331	116	19	can	can	AUX
ajis02-2331	116	20	thus	thus	ADV
ajis02-2331	116	21	be	be	AUX
ajis02-2331	116	22	generated	generate	VERB
ajis02-2331	116	23	.	.	PUNCT
ajis02-2331	117	1	accordingly	accordingly	ADV
ajis02-2331	117	2	,	,	PUNCT
ajis02-2331	117	3	similarities	similarity	NOUN
ajis02-2331	117	4	between	between	ADP
ajis02-2331	117	5	search	search	NOUN
ajis02-2331	117	6	-	-	PUNCT
ajis02-2331	117	7	terms	term	NOUN
ajis02-2331	117	8	and	and	CCONJ
ajis02-2331	117	9	documents	document	NOUN
ajis02-2331	117	10	are	be	AUX
ajis02-2331	117	11	estimated	estimate	VERB
ajis02-2331	117	12	by	by	ADP
ajis02-2331	117	13	ranked	rank	VERB
ajis02-2331	117	14	-	-	PUNCT
ajis02-2331	117	15	based	base	VERB
ajis02-2331	117	16	algorithms	algorithm	NOUN
ajis02-2331	117	17	such	such	ADJ
ajis02-2331	117	18	as	as	ADP
ajis02-2331	117	19	vector	vector	NOUN
ajis02-2331	117	20	space	space	NOUN
ajis02-2331	117	21	or	or	CCONJ
ajis02-2331	117	22	probability	probability	NOUN
ajis02-2331	117	23	models	model	NOUN
ajis02-2331	117	24	(	(	PUNCT
ajis02-2331	117	25	manning	man	VERB
ajis02-2331	117	26	et	et	PROPN
ajis02-2331	117	27	al	al	PROPN
ajis02-2331	117	28	.	.	PROPN
ajis02-2331	117	29	2009	2009	NUM
ajis02-2331	117	30	)	)	PUNCT
ajis02-2331	117	31	.	.	PUNCT
ajis02-2331	118	1	during	during	ADP
ajis02-2331	118	2	this	this	DET
ajis02-2331	118	3	process	process	NOUN
ajis02-2331	118	4	,	,	PUNCT
ajis02-2331	118	5	the	the	DET
ajis02-2331	118	6	semantic	semantic	ADJ
ajis02-2331	118	7	characteristics	characteristic	NOUN
ajis02-2331	118	8	and	and	CCONJ
ajis02-2331	118	9	issues	issue	NOUN
ajis02-2331	118	10	of	of	ADP
ajis02-2331	118	11	search	search	NOUN
ajis02-2331	118	12	-	-	PUNCT
ajis02-2331	118	13	terms	term	NOUN
ajis02-2331	118	14	may	may	AUX
ajis02-2331	118	15	have	have	AUX
ajis02-2331	118	16	been	be	AUX
ajis02-2331	118	17	incorrectly	incorrectly	ADV
ajis02-2331	118	18	elaborated	elaborate	VERB
ajis02-2331	118	19	.	.	PUNCT
ajis02-2331	119	1	as	as	ADP
ajis02-2331	119	2	an	an	DET
ajis02-2331	119	3	example	example	NOUN
ajis02-2331	119	4	,	,	PUNCT
ajis02-2331	119	5	it	it	PRON
ajis02-2331	119	6	is	be	AUX
ajis02-2331	119	7	not	not	PART
ajis02-2331	119	8	a	a	DET
ajis02-2331	119	9	surprise	surprise	NOUN
ajis02-2331	119	10	when	when	SCONJ
ajis02-2331	119	11	using	use	VERB
ajis02-2331	119	12	“	"	PUNCT
ajis02-2331	119	13	ups	up	NOUN
ajis02-2331	119	14	”	"	PUNCT
ajis02-2331	119	15	as	as	ADP
ajis02-2331	119	16	a	a	DET
ajis02-2331	119	17	search	search	NOUN
ajis02-2331	119	18	term	term	NOUN
ajis02-2331	119	19	to	to	PART
ajis02-2331	119	20	retrieve	retrieve	VERB
ajis02-2331	119	21	information	information	NOUN
ajis02-2331	119	22	about	about	ADP
ajis02-2331	119	23	the	the	DET
ajis02-2331	119	24	“	"	PUNCT
ajis02-2331	119	25	uninterruptible	uninterruptible	ADJ
ajis02-2331	119	26	power	power	NOUN
ajis02-2331	119	27	supply	supply	NOUN
ajis02-2331	119	28	”	"	PUNCT
ajis02-2331	119	29	that	that	PRON
ajis02-2331	119	30	may	may	AUX
ajis02-2331	119	31	return	return	VERB
ajis02-2331	119	32	irrelevant	irrelevant	ADJ
ajis02-2331	119	33	or	or	CCONJ
ajis02-2331	119	34	ambiguous	ambiguous	ADJ
ajis02-2331	119	35	results	result	NOUN
ajis02-2331	119	36	such	such	ADJ
ajis02-2331	119	37	as	as	ADP
ajis02-2331	119	38	the	the	DET
ajis02-2331	119	39	“	"	PUNCT
ajis02-2331	119	40	united	united	PROPN
ajis02-2331	119	41	parcel	parcel	PROPN
ajis02-2331	119	42	services	services	PROPN
ajis02-2331	119	43	”	"	PUNCT
ajis02-2331	119	44	.	.	PUNCT
ajis02-2331	120	1	similar	similar	ADJ
ajis02-2331	120	2	is	be	AUX
ajis02-2331	120	3	the	the	DET
ajis02-2331	120	4	case	case	NOUN
ajis02-2331	120	5	with	with	ADP
ajis02-2331	120	6	idiom	idiom	NOUN
ajis02-2331	120	7	associated	associate	VERB
ajis02-2331	120	8	with	with	ADP
ajis02-2331	120	9	ambiguous	ambiguous	ADJ
ajis02-2331	120	10	“	"	PUNCT
ajis02-2331	120	11	jaguar	jaguar	NOUN
ajis02-2331	120	12	”	"	PUNCT
ajis02-2331	120	13	.	.	PUNCT
ajis02-2331	121	1	untailored	untailored	ADJ
ajis02-2331	121	2	search	search	NOUN
ajis02-2331	121	3	results	result	NOUN
ajis02-2331	121	4	:	:	PUNCT
ajis02-2331	121	5	wherever	wherever	SCONJ
ajis02-2331	121	6	contextualized	contextualized	ADJ
ajis02-2331	121	7	and	and	CCONJ
ajis02-2331	121	8	personalized	personalized	ADJ
ajis02-2331	121	9	search	search	NOUN
ajis02-2331	121	10	is	be	AUX
ajis02-2331	121	11	not	not	PART
ajis02-2331	121	12	commonly	commonly	ADV
ajis02-2331	121	13	considered	consider	VERB
ajis02-2331	121	14	significant	significant	ADJ
ajis02-2331	121	15	,	,	PUNCT
ajis02-2331	121	16	still	still	ADV
ajis02-2331	121	17	,	,	PUNCT
ajis02-2331	121	18	most	most	ADJ
ajis02-2331	121	19	search	search	NOUN
ajis02-2331	121	20	engines	engine	NOUN
ajis02-2331	121	21	make	make	VERB
ajis02-2331	121	22	an	an	DET
ajis02-2331	121	23	effort	effort	NOUN
ajis02-2331	121	24	to	to	PART
ajis02-2331	121	25	return	return	VERB
ajis02-2331	121	26	search	search	NOUN
ajis02-2331	121	27	results	result	NOUN
ajis02-2331	121	28	based	base	VERB
ajis02-2331	121	29	on	on	ADP
ajis02-2331	121	30	general	general	ADJ
ajis02-2331	121	31	-	-	PUNCT
ajis02-2331	121	32	purpose	purpose	NOUN
ajis02-2331	121	33	search	search	NOUN
ajis02-2331	121	34	(	(	PUNCT
ajis02-2331	121	35	croft	croft	PROPN
ajis02-2331	121	36	et	et	PROPN
ajis02-2331	121	37	al	al	PROPN
ajis02-2331	121	38	.	.	PROPN
ajis02-2331	121	39	2015	2015	NUM
ajis02-2331	121	40	)	)	PUNCT
ajis02-2331	121	41	.	.	PUNCT
ajis02-2331	122	1	no	no	ADV
ajis02-2331	122	2	matter	matter	ADV
ajis02-2331	122	3	what	what	DET
ajis02-2331	122	4	role	role	NOUN
ajis02-2331	122	5	a	a	DET
ajis02-2331	122	6	searcher	searcher	ADV
ajis02-2331	122	7	has	have	VERB
ajis02-2331	122	8	–	–	PUNCT
ajis02-2331	122	9	a	a	DET
ajis02-2331	122	10	car	car	NOUN
ajis02-2331	122	11	sales	sale	NOUN
ajis02-2331	122	12	representative	representative	NOUN
ajis02-2331	122	13	,	,	PUNCT
ajis02-2331	122	14	an	an	DET
ajis02-2331	122	15	environmentalist	environmentalist	NOUN
ajis02-2331	122	16	,	,	PUNCT
ajis02-2331	122	17	or	or	CCONJ
ajis02-2331	122	18	a	a	DET
ajis02-2331	122	19	computer	computer	NOUN
ajis02-2331	122	20	technician	technician	NOUN
ajis02-2331	122	21	–	–	PUNCT
ajis02-2331	122	22	if	if	SCONJ
ajis02-2331	122	23	they	they	PRON
ajis02-2331	122	24	all	all	PRON
ajis02-2331	122	25	search	search	VERB
ajis02-2331	122	26	“	"	PUNCT
ajis02-2331	122	27	jaguar	jaguar	NOUN
ajis02-2331	122	28	”	"	PUNCT
ajis02-2331	122	29	,	,	PUNCT
ajis02-2331	122	30	they	they	PRON
ajis02-2331	122	31	get	get	VERB
ajis02-2331	122	32	the	the	DET
ajis02-2331	122	33	same	same	ADJ
ajis02-2331	122	34	search	search	NOUN
ajis02-2331	122	35	results	result	NOUN
ajis02-2331	122	36	.	.	PUNCT
ajis02-2331	123	1	however	however	ADV
ajis02-2331	123	2	,	,	PUNCT
ajis02-2331	123	3	submitting	submit	VERB
ajis02-2331	123	4	the	the	DET
ajis02-2331	123	5	query	query	NOUN
ajis02-2331	123	6	,	,	PUNCT
ajis02-2331	123	7	the	the	DET
ajis02-2331	123	8	sales	sale	NOUN
ajis02-2331	123	9	representative	representative	NOUN
ajis02-2331	123	10	might	might	AUX
ajis02-2331	123	11	think	think	VERB
ajis02-2331	123	12	of	of	ADP
ajis02-2331	123	13	the	the	DET
ajis02-2331	123	14	“	"	PUNCT
ajis02-2331	123	15	jaguar	jaguar	NOUN
ajis02-2331	123	16	”	"	PUNCT
ajis02-2331	123	17	car	car	NOUN
ajis02-2331	123	18	and	and	CCONJ
ajis02-2331	123	19	not	not	PART
ajis02-2331	123	20	anything	anything	PRON
ajis02-2331	123	21	else	else	ADV
ajis02-2331	123	22	.	.	PUNCT
ajis02-2331	124	1	the	the	DET
ajis02-2331	124	2	environmentalist	environmentalist	NOUN
ajis02-2331	124	3	seeks	seek	VERB
ajis02-2331	124	4	information	information	NOUN
ajis02-2331	124	5	about	about	ADP
ajis02-2331	124	6	the	the	DET
ajis02-2331	124	7	animal	animal	NOUN
ajis02-2331	124	8	jaguar	jaguar	NOUN
ajis02-2331	124	9	,	,	PUNCT
ajis02-2331	124	10	whereas	whereas	SCONJ
ajis02-2331	124	11	the	the	PRON
ajis02-2331	124	12	it	it	PRON
ajis02-2331	124	13	technician	technician	NOUN
ajis02-2331	124	14	might	might	AUX
ajis02-2331	124	15	think	think	VERB
ajis02-2331	124	16	of	of	ADP
ajis02-2331	124	17	using	use	VERB
ajis02-2331	124	18	apple	apple	NOUN
ajis02-2331	124	19	’s	’s	PART
ajis02-2331	124	20	jaguar	jaguar	NOUN
ajis02-2331	124	21	as	as	ADP
ajis02-2331	124	22	an	an	DET
ajis02-2331	124	23	operating	operating	NOUN
ajis02-2331	124	24	system	system	NOUN
ajis02-2331	124	25	.	.	PUNCT
ajis02-2331	125	1	the	the	DET
ajis02-2331	125	2	general	general	ADJ
ajis02-2331	125	3	-	-	PUNCT
ajis02-2331	125	4	purpose	purpose	NOUN
ajis02-2331	125	5	search	search	NOUN
ajis02-2331	125	6	tools	tool	NOUN
ajis02-2331	125	7	thus	thus	ADV
ajis02-2331	125	8	need	need	VERB
ajis02-2331	125	9	improvement	improvement	NOUN
ajis02-2331	125	10	to	to	PART
ajis02-2331	125	11	get	get	VERB
ajis02-2331	125	12	quality	quality	NOUN
ajis02-2331	125	13	and	and	CCONJ
ajis02-2331	125	14	relevant	relevant	ADJ
ajis02-2331	125	15	search	search	NOUN
ajis02-2331	125	16	results	result	NOUN
ajis02-2331	125	17	,	,	PUNCT
ajis02-2331	125	18	for	for	ADP
ajis02-2331	125	19	example	example	NOUN
ajis02-2331	125	20	,	,	PUNCT
ajis02-2331	125	21	by	by	ADP
ajis02-2331	125	22	creating	create	VERB
ajis02-2331	125	23	user	user	NOUN
ajis02-2331	125	24	profiles	profile	NOUN
ajis02-2331	125	25	.	.	PUNCT
ajis02-2331	126	1	however	however	ADV
ajis02-2331	126	2	,	,	PUNCT
ajis02-2331	126	3	croft	croft	PROPN
ajis02-2331	126	4	et	et	PROPN
ajis02-2331	126	5	al	al	PROPN
ajis02-2331	126	6	.	.	PROPN
ajis02-2331	127	1	(	(	PUNCT
ajis02-2331	127	2	2015	2015	NUM
ajis02-2331	127	3	)	)	PUNCT
ajis02-2331	127	4	australasian	australasian	ADJ
ajis02-2331	127	5	journal	journal	NOUN
ajis02-2331	127	6	of	of	ADP
ajis02-2331	127	7	information	information	NOUN
ajis02-2331	127	8	systems	systems	PROPN
ajis02-2331	127	9	zhu	zhu	PROPN
ajis02-2331	127	10	,	,	PUNCT
ajis02-2331	127	11	nimmagadda	nimmagadda	NOUN
ajis02-2331	127	12	,	,	PUNCT
ajis02-2331	127	13	reiners	reiner	NOUN
ajis02-2331	127	14	&	&	CCONJ
ajis02-2331	127	15	rudra	rudra	PROPN
ajis02-2331	127	16	2020	2020	NUM
ajis02-2331	127	17	,	,	PUNCT
ajis02-2331	127	18	vol	vol	NOUN
ajis02-2331	127	19	24	24	NUM
ajis02-2331	127	20	,	,	PUNCT
ajis02-2331	127	21	research	research	NOUN
ajis02-2331	127	22	article	article	NOUN
ajis02-2331	127	23	integrated	integrate	VERB
ajis02-2331	127	24	search	search	NOUN
ajis02-2331	127	25	framework	framework	NOUN
ajis02-2331	127	26	for	for	ADP
ajis02-2331	127	27	the	the	DET
ajis02-2331	127	28	knowledge	knowledge	NOUN
ajis02-2331	127	29	-	-	PUNCT
ajis02-2331	127	30	based	base	VERB
ajis02-2331	127	31	web	web	NOUN
ajis02-2331	127	32	ecosystem	ecosystem	NOUN
ajis02-2331	127	33	6	6	NUM
ajis02-2331	127	34	indicate	indicate	VERB
ajis02-2331	127	35	that	that	SCONJ
ajis02-2331	127	36	using	use	VERB
ajis02-2331	127	37	such	such	ADJ
ajis02-2331	127	38	models	model	NOUN
ajis02-2331	127	39	does	do	AUX
ajis02-2331	127	40	not	not	PART
ajis02-2331	127	41	improve	improve	VERB
ajis02-2331	127	42	the	the	DET
ajis02-2331	127	43	effectiveness	effectiveness	NOUN
ajis02-2331	127	44	of	of	ADP
ajis02-2331	127	45	ranking	rank	VERB
ajis02-2331	127	46	on	on	ADP
ajis02-2331	127	47	its	its	PRON
ajis02-2331	127	48	average	average	NOUN
ajis02-2331	127	49	.	.	PUNCT
ajis02-2331	128	1	on	on	ADP
ajis02-2331	128	2	the	the	DET
ajis02-2331	128	3	other	other	ADJ
ajis02-2331	128	4	hand	hand	NOUN
ajis02-2331	128	5	,	,	PUNCT
ajis02-2331	128	6	local	local	ADJ
ajis02-2331	128	7	geography	geography	NOUN
ajis02-2331	128	8	-	-	PUNCT
ajis02-2331	128	9	based	base	VERB
ajis02-2331	128	10	search	search	NOUN
ajis02-2331	128	11	,	,	PUNCT
ajis02-2331	128	12	and	and	CCONJ
ajis02-2331	128	13	contextual	contextual	ADJ
ajis02-2331	128	14	information	information	NOUN
ajis02-2331	128	15	extracted	extract	VERB
ajis02-2331	128	16	from	from	ADP
ajis02-2331	128	17	users	user	NOUN
ajis02-2331	128	18	’	’	PART
ajis02-2331	128	19	interaction	interaction	NOUN
ajis02-2331	128	20	with	with	ADP
ajis02-2331	128	21	search	search	NOUN
ajis02-2331	128	22	engines	engine	NOUN
ajis02-2331	128	23	are	be	AUX
ajis02-2331	128	24	promising	promise	VERB
ajis02-2331	128	25	approaches	approach	NOUN
ajis02-2331	128	26	(	(	PUNCT
ajis02-2331	128	27	croft	croft	PROPN
ajis02-2331	128	28	et	et	PROPN
ajis02-2331	128	29	al	al	PROPN
ajis02-2331	128	30	.	.	PROPN
ajis02-2331	128	31	2015	2015	NUM
ajis02-2331	128	32	)	)	PUNCT
ajis02-2331	128	33	.	.	PUNCT
ajis02-2331	129	1	although	although	SCONJ
ajis02-2331	129	2	some	some	DET
ajis02-2331	129	3	search	search	NOUN
ajis02-2331	129	4	engines	engine	NOUN
ajis02-2331	129	5	provide	provide	VERB
ajis02-2331	129	6	personalised	personalised	ADJ
ajis02-2331	129	7	results	result	NOUN
ajis02-2331	129	8	,	,	PUNCT
ajis02-2331	129	9	such	such	ADJ
ajis02-2331	129	10	as	as	ADP
ajis02-2331	129	11	google	google	PROPN
ajis02-2331	129	12	(	(	PUNCT
ajis02-2331	129	13	bunz	bunz	PROPN
ajis02-2331	129	14	2009	2009	NUM
ajis02-2331	129	15	)	)	PUNCT
ajis02-2331	129	16	,	,	PUNCT
ajis02-2331	129	17	retrieval	retrieval	NOUN
ajis02-2331	129	18	and	and	CCONJ
ajis02-2331	129	19	precision	precision	NOUN
ajis02-2331	129	20	are	be	AUX
ajis02-2331	129	21	still	still	ADV
ajis02-2331	129	22	a	a	DET
ajis02-2331	129	23	concern	concern	NOUN
ajis02-2331	129	24	,	,	PUNCT
ajis02-2331	129	25	as	as	SCONJ
ajis02-2331	129	26	discussed	discuss	VERB
ajis02-2331	129	27	in	in	ADP
ajis02-2331	129	28	croft	croft	PROPN
ajis02-2331	129	29	et	et	PROPN
ajis02-2331	129	30	al	al	PROPN
ajis02-2331	129	31	.	.	PROPN
ajis02-2331	130	1	(	(	PUNCT
ajis02-2331	130	2	2015	2015	NUM
ajis02-2331	130	3	)	)	PUNCT
ajis02-2331	130	4	.	.	PUNCT
ajis02-2331	131	1	enterprise	enterprise	NOUN
ajis02-2331	131	2	-	-	PUNCT
ajis02-2331	131	3	level	level	NOUN
ajis02-2331	131	4	search	search	NOUN
ajis02-2331	131	5	personalisation	personalisation	NOUN
ajis02-2331	131	6	:	:	PUNCT
ajis02-2331	131	7	the	the	DET
ajis02-2331	131	8	customisation	customisation	NOUN
ajis02-2331	131	9	and	and	CCONJ
ajis02-2331	131	10	personalisation	personalisation	NOUN
ajis02-2331	131	11	features	feature	NOUN
ajis02-2331	131	12	move	move	VERB
ajis02-2331	131	13	conjointly	conjointly	ADV
ajis02-2331	131	14	at	at	ADP
ajis02-2331	131	15	the	the	DET
ajis02-2331	131	16	enterprise	enterprise	NOUN
ajis02-2331	131	17	level	level	NOUN
ajis02-2331	131	18	.	.	PUNCT
ajis02-2331	132	1	personalisation	personalisation	NOUN
ajis02-2331	132	2	ensures	ensure	VERB
ajis02-2331	132	3	delivering	deliver	VERB
ajis02-2331	132	4	the	the	DET
ajis02-2331	132	5	content	content	NOUN
ajis02-2331	132	6	and	and	CCONJ
ajis02-2331	132	7	functionality	functionality	NOUN
ajis02-2331	132	8	that	that	PRON
ajis02-2331	132	9	match	match	VERB
ajis02-2331	132	10	with	with	ADP
ajis02-2331	132	11	specific	specific	ADJ
ajis02-2331	132	12	users	user	NOUN
ajis02-2331	132	13	’	'	PUNCT
ajis02-2331	132	14	needs	need	NOUN
ajis02-2331	132	15	,	,	PUNCT
ajis02-2331	132	16	what	what	PRON
ajis02-2331	132	17	they	they	PRON
ajis02-2331	132	18	search	search	VERB
ajis02-2331	132	19	for	for	ADP
ajis02-2331	132	20	in	in	ADP
ajis02-2331	132	21	pursuit	pursuit	NOUN
ajis02-2331	132	22	of	of	ADP
ajis02-2331	132	23	innovative	innovative	ADJ
ajis02-2331	132	24	and	and	CCONJ
ajis02-2331	132	25	new	new	ADJ
ajis02-2331	132	26	terminologies	terminology	NOUN
ajis02-2331	132	27	.	.	PUNCT
ajis02-2331	133	1	netflix	netflix	PROPN
ajis02-2331	133	2	is	be	AUX
ajis02-2331	133	3	an	an	DET
ajis02-2331	133	4	example	example	NOUN
ajis02-2331	133	5	,	,	PUNCT
ajis02-2331	133	6	which	which	PRON
ajis02-2331	133	7	has	have	AUX
ajis02-2331	133	8	established	establish	VERB
ajis02-2331	133	9	a	a	DET
ajis02-2331	133	10	market	market	NOUN
ajis02-2331	133	11	with	with	ADP
ajis02-2331	133	12	the	the	DET
ajis02-2331	133	13	adaptability	adaptability	NOUN
ajis02-2331	133	14	of	of	ADP
ajis02-2331	133	15	user	user	NOUN
ajis02-2331	133	16	views	view	NOUN
ajis02-2331	133	17	and	and	CCONJ
ajis02-2331	133	18	search	search	NOUN
ajis02-2331	133	19	-	-	PUNCT
ajis02-2331	133	20	terms	term	NOUN
ajis02-2331	133	21	.	.	PUNCT
ajis02-2331	134	1	without	without	ADP
ajis02-2331	134	2	any	any	DET
ajis02-2331	134	3	clue	clue	NOUN
ajis02-2331	134	4	of	of	ADP
ajis02-2331	134	5	queries	query	NOUN
ajis02-2331	134	6	,	,	PUNCT
ajis02-2331	134	7	most	most	ADJ
ajis02-2331	134	8	search	search	NOUN
ajis02-2331	134	9	engines	engine	NOUN
ajis02-2331	134	10	rank	rank	NOUN
ajis02-2331	134	11	results	result	NOUN
ajis02-2331	134	12	based	base	VERB
ajis02-2331	134	13	on	on	ADP
ajis02-2331	134	14	the	the	DET
ajis02-2331	134	15	general	general	ADJ
ajis02-2331	134	16	-	-	PUNCT
ajis02-2331	134	17	purpose	purpose	NOUN
ajis02-2331	134	18	search	search	NOUN
ajis02-2331	134	19	.	.	PUNCT
ajis02-2331	135	1	however	however	ADV
ajis02-2331	135	2	,	,	PUNCT
ajis02-2331	135	3	arnold	arnold	PROPN
ajis02-2331	135	4	(	(	PUNCT
ajis02-2331	135	5	2004	2004	NUM
ajis02-2331	135	6	)	)	PUNCT
ajis02-2331	135	7	cites	cite	VERB
ajis02-2331	135	8	that	that	SCONJ
ajis02-2331	135	9	the	the	DET
ajis02-2331	135	10	enterprise	enterprise	NOUN
ajis02-2331	135	11	search	search	NOUN
ajis02-2331	135	12	is	be	AUX
ajis02-2331	135	13	not	not	PART
ajis02-2331	135	14	a	a	DET
ajis02-2331	135	15	web	web	NOUN
ajis02-2331	135	16	search	search	NOUN
ajis02-2331	135	17	,	,	PUNCT
ajis02-2331	135	18	although	although	SCONJ
ajis02-2331	135	19	it	it	PRON
ajis02-2331	135	20	can	can	AUX
ajis02-2331	135	21	manage	manage	VERB
ajis02-2331	135	22	the	the	DET
ajis02-2331	135	23	indexing	indexing	NOUN
ajis02-2331	135	24	of	of	ADP
ajis02-2331	135	25	content	content	NOUN
ajis02-2331	135	26	that	that	PRON
ajis02-2331	135	27	resides	reside	VERB
ajis02-2331	135	28	on	on	ADP
ajis02-2331	135	29	the	the	DET
ajis02-2331	135	30	internet	internet	NOUN
ajis02-2331	135	31	sites	site	NOUN
ajis02-2331	135	32	.	.	PUNCT
ajis02-2331	136	1	enterprise	enterprise	NOUN
ajis02-2331	136	2	search	search	NOUN
ajis02-2331	136	3	can	can	AUX
ajis02-2331	136	4	even	even	ADV
ajis02-2331	136	5	support	support	VERB
ajis02-2331	136	6	the	the	DET
ajis02-2331	136	7	queries	query	NOUN
ajis02-2331	136	8	from	from	ADP
ajis02-2331	136	9	special	special	ADJ
ajis02-2331	136	10	classes	class	NOUN
ajis02-2331	136	11	of	of	ADP
ajis02-2331	136	12	authorized	authorized	ADJ
ajis02-2331	136	13	users	user	NOUN
ajis02-2331	136	14	,	,	PUNCT
ajis02-2331	136	15	as	as	ADP
ajis02-2331	136	16	in	in	ADP
ajis02-2331	136	17	the	the	DET
ajis02-2331	136	18	extranet	extranet	NOUN
ajis02-2331	136	19	.	.	PUNCT
ajis02-2331	137	1	integrated	integrate	VERB
ajis02-2331	137	2	holistic	holistic	ADJ
ajis02-2331	137	3	enterprise	enterprise	NOUN
ajis02-2331	137	4	-	-	PUNCT
ajis02-2331	137	5	level	level	NOUN
ajis02-2331	137	6	search	search	NOUN
ajis02-2331	137	7	engine	engine	NOUN
ajis02-2331	137	8	:	:	PUNCT
ajis02-2331	137	9	enterprise	enterprise	NOUN
ajis02-2331	137	10	software	software	NOUN
ajis02-2331	137	11	applications	application	NOUN
ajis02-2331	137	12	typically	typically	ADV
ajis02-2331	137	13	control	control	VERB
ajis02-2331	137	14	the	the	DET
ajis02-2331	137	15	search	search	NOUN
ajis02-2331	137	16	functions	function	NOUN
ajis02-2331	137	17	,	,	PUNCT
ajis02-2331	137	18	making	make	VERB
ajis02-2331	137	19	adaptable	adaptable	ADJ
ajis02-2331	137	20	to	to	ADP
ajis02-2331	137	21	integrated	integrate	VERB
ajis02-2331	137	22	search	search	NOUN
ajis02-2331	137	23	engines	engine	NOUN
ajis02-2331	137	24	.	.	PUNCT
ajis02-2331	138	1	more	more	ADV
ajis02-2331	138	2	popular	popular	ADJ
ajis02-2331	138	3	gmail	gmail	NOUN
ajis02-2331	139	1	,	,	PUNCT
ajis02-2331	139	2	microsoft	microsoft	PROPN
ajis02-2331	139	3	outlook	outlook	PROPN
ajis02-2331	139	4	and	and	CCONJ
ajis02-2331	139	5	other	other	ADJ
ajis02-2331	139	6	email	email	NOUN
ajis02-2331	139	7	services	service	NOUN
ajis02-2331	139	8	have	have	AUX
ajis02-2331	139	9	built	build	VERB
ajis02-2331	139	10	-	-	PUNCT
ajis02-2331	139	11	in	in	ADP
ajis02-2331	139	12	search	search	NOUN
ajis02-2331	139	13	functions	function	NOUN
ajis02-2331	139	14	.	.	PUNCT
ajis02-2331	140	1	microsoft	microsoft	PROPN
ajis02-2331	140	2	sharepoint	sharepoint	PROPN
ajis02-2331	140	3	built	build	VERB
ajis02-2331	140	4	-	-	PUNCT
ajis02-2331	140	5	in	in	ADP
ajis02-2331	140	6	search	search	NOUN
ajis02-2331	140	7	allows	allow	VERB
ajis02-2331	140	8	users	user	NOUN
ajis02-2331	140	9	to	to	PART
ajis02-2331	140	10	search	search	VERB
ajis02-2331	140	11	sharepoint	sharepoint	NOUN
ajis02-2331	140	12	pages	page	NOUN
ajis02-2331	140	13	.	.	PUNCT
ajis02-2331	141	1	nevertheless	nevertheless	ADV
ajis02-2331	141	2	,	,	PUNCT
ajis02-2331	141	3	users	user	NOUN
ajis02-2331	141	4	in	in	ADP
ajis02-2331	141	5	an	an	DET
ajis02-2331	141	6	enterprise	enterprise	NOUN
ajis02-2331	141	7	need	need	VERB
ajis02-2331	141	8	to	to	PART
ajis02-2331	141	9	frequently	frequently	ADV
ajis02-2331	141	10	change	change	VERB
ajis02-2331	141	11	several	several	ADJ
ajis02-2331	141	12	portals	portal	NOUN
ajis02-2331	141	13	and	and	CCONJ
ajis02-2331	141	14	explore	explore	VERB
ajis02-2331	141	15	different	different	ADJ
ajis02-2331	141	16	types	type	NOUN
ajis02-2331	141	17	of	of	ADP
ajis02-2331	141	18	data	datum	NOUN
ajis02-2331	141	19	relevant	relevant	ADJ
ajis02-2331	141	20	to	to	ADP
ajis02-2331	141	21	business	business	NOUN
ajis02-2331	141	22	operations	operation	NOUN
ajis02-2331	141	23	.	.	PUNCT
ajis02-2331	142	1	as	as	SCONJ
ajis02-2331	142	2	we	we	PRON
ajis02-2331	142	3	move	move	VERB
ajis02-2331	142	4	forward	forward	ADV
ajis02-2331	142	5	with	with	ADP
ajis02-2331	142	6	new	new	ADJ
ajis02-2331	142	7	emerging	emerge	VERB
ajis02-2331	142	8	information	information	NOUN
ajis02-2331	142	9	needs	need	NOUN
ajis02-2331	142	10	and	and	CCONJ
ajis02-2331	142	11	queries	query	NOUN
ajis02-2331	142	12	through	through	ADP
ajis02-2331	142	13	ir	ir	PROPN
ajis02-2331	142	14	innovations	innovation	NOUN
ajis02-2331	142	15	,	,	PUNCT
ajis02-2331	142	16	including	include	VERB
ajis02-2331	142	17	for	for	ADP
ajis02-2331	142	18	evaluable	evaluable	ADJ
ajis02-2331	142	19	measures	measure	NOUN
ajis02-2331	142	20	,	,	PUNCT
ajis02-2331	142	21	we	we	PRON
ajis02-2331	142	22	articulate	articulate	VERB
ajis02-2331	142	23	a	a	DET
ajis02-2331	142	24	unified	unified	ADJ
ajis02-2331	142	25	and	and	CCONJ
ajis02-2331	142	26	adaptable	adaptable	ADJ
ajis02-2331	142	27	framework	framework	NOUN
ajis02-2331	142	28	with	with	ADP
ajis02-2331	142	29	different	different	ADJ
ajis02-2331	142	30	artefacts	artefact	NOUN
ajis02-2331	142	31	.	.	PUNCT
ajis02-2331	143	1	semantic	semantic	ADJ
ajis02-2331	143	2	knowledge	knowledge	NOUN
ajis02-2331	143	3	from	from	ADP
ajis02-2331	143	4	multiple	multiple	ADJ
ajis02-2331	143	5	multimedia	multimedia	NOUN
ajis02-2331	143	6	sources	source	NOUN
ajis02-2331	143	7	has	have	VERB
ajis02-2331	143	8	significance	significance	NOUN
ajis02-2331	143	9	in	in	ADP
ajis02-2331	143	10	analysing	analyse	VERB
ajis02-2331	143	11	the	the	DET
ajis02-2331	143	12	information	information	NOUN
ajis02-2331	143	13	needs	need	NOUN
ajis02-2331	143	14	and	and	CCONJ
ajis02-2331	143	15	queries	query	NOUN
ajis02-2331	143	16	that	that	PRON
ajis02-2331	143	17	motivated	motivate	VERB
ajis02-2331	143	18	us	we	PRON
ajis02-2331	143	19	to	to	PART
ajis02-2331	143	20	explore	explore	VERB
ajis02-2331	143	21	alternate	alternate	ADJ
ajis02-2331	143	22	ir	ir	PROPN
ajis02-2331	143	23	solutions	solution	NOUN
ajis02-2331	143	24	.	.	PUNCT
ajis02-2331	144	1	with	with	ADP
ajis02-2331	144	2	a	a	DET
ajis02-2331	144	3	sheer	sheer	ADJ
ajis02-2331	144	4	volume	volume	NOUN
ajis02-2331	144	5	of	of	ADP
ajis02-2331	144	6	multimedia	multimedia	NOUN
ajis02-2331	144	7	information	information	NOUN
ajis02-2331	144	8	,	,	PUNCT
ajis02-2331	144	9	indexing	indexing	NOUN
ajis02-2331	144	10	bears	bear	VERB
ajis02-2331	144	11	challenges	challenge	NOUN
ajis02-2331	144	12	of	of	ADP
ajis02-2331	144	13	manual	manual	ADJ
ajis02-2331	144	14	annotations	annotation	NOUN
ajis02-2331	144	15	.	.	PUNCT
ajis02-2331	145	1	our	our	PRON
ajis02-2331	145	2	research	research	NOUN
ajis02-2331	145	3	explores	explore	NOUN
ajis02-2331	145	4	for	for	ADP
ajis02-2331	145	5	an	an	DET
ajis02-2331	145	6	integrated	integrate	VERB
ajis02-2331	145	7	framework	framework	NOUN
ajis02-2331	145	8	with	with	ADP
ajis02-2331	145	9	improved	improved	ADJ
ajis02-2331	145	10	search	search	NOUN
ajis02-2331	145	11	algorithms	algorithm	NOUN
ajis02-2331	145	12	and	and	CCONJ
ajis02-2331	145	13	evaluable	evaluable	ADJ
ajis02-2331	145	14	measures	measure	NOUN
ajis02-2331	145	15	to	to	PART
ajis02-2331	145	16	facilitate	facilitate	VERB
ajis02-2331	145	17	the	the	DET
ajis02-2331	145	18	usability	usability	NOUN
ajis02-2331	145	19	and	and	CCONJ
ajis02-2331	145	20	evaluation	evaluation	NOUN
ajis02-2331	145	21	criteria	criterion	NOUN
ajis02-2331	145	22	.	.	PUNCT
ajis02-2331	146	1	the	the	DET
ajis02-2331	146	2	deficiencies	deficiency	NOUN
ajis02-2331	146	3	existing	exist	VERB
ajis02-2331	146	4	in	in	ADP
ajis02-2331	146	5	the	the	DET
ajis02-2331	146	6	dynamic	dynamic	ADJ
ajis02-2331	146	7	kbwe	kbwe	NOUN
ajis02-2331	146	8	that	that	PRON
ajis02-2331	146	9	need	need	VERB
ajis02-2331	146	10	a	a	DET
ajis02-2331	146	11	rule	rule	NOUN
ajis02-2331	146	12	-	-	PUNCT
ajis02-2331	146	13	based	base	VERB
ajis02-2331	146	14	new	new	ADJ
ajis02-2331	146	15	algorithmic	algorithmic	ADJ
ajis02-2331	146	16	isf	isf	PROPN
ajis02-2331	146	17	approach	approach	NOUN
ajis02-2331	146	18	with	with	ADP
ajis02-2331	146	19	unified	unified	ADJ
ajis02-2331	146	20	articulations	articulation	NOUN
ajis02-2331	146	21	have	have	AUX
ajis02-2331	146	22	motivated	motivate	VERB
ajis02-2331	146	23	us	we	PRON
ajis02-2331	146	24	to	to	PART
ajis02-2331	146	25	draw	draw	VERB
ajis02-2331	146	26	research	research	NOUN
ajis02-2331	146	27	objectives	objective	NOUN
ajis02-2331	146	28	and	and	CCONJ
ajis02-2331	146	29	leverage	leverage	VERB
ajis02-2331	146	30	the	the	DET
ajis02-2331	146	31	kbwe	kbwe	NOUN
ajis02-2331	146	32	.	.	PUNCT
ajis02-2331	147	1	4	4	NUM
ajis02-2331	147	2	research	research	NOUN
ajis02-2331	147	3	goal	goal	NOUN
ajis02-2331	147	4	,	,	PUNCT
ajis02-2331	147	5	motivation	motivation	NOUN
ajis02-2331	147	6	and	and	CCONJ
ajis02-2331	147	7	significance	significance	NOUN
ajis02-2331	147	8	based	base	VERB
ajis02-2331	147	9	on	on	ADP
ajis02-2331	147	10	the	the	DET
ajis02-2331	147	11	current	current	ADJ
ajis02-2331	147	12	information	information	NOUN
ajis02-2331	147	13	retrieval	retrieval	NOUN
ajis02-2331	147	14	challenges	challenge	NOUN
ajis02-2331	147	15	,	,	PUNCT
ajis02-2331	147	16	we	we	PRON
ajis02-2331	147	17	outline	outline	VERB
ajis02-2331	147	18	the	the	DET
ajis02-2331	147	19	research	research	NOUN
ajis02-2331	147	20	questions	question	NOUN
ajis02-2331	147	21	and	and	CCONJ
ajis02-2331	147	22	objectives	objective	NOUN
ajis02-2331	147	23	.	.	PUNCT
ajis02-2331	148	1	research	research	NOUN
ajis02-2331	148	2	questions	question	NOUN
ajis02-2331	148	3	(	(	PUNCT
ajis02-2331	148	4	rq	rq	INTJ
ajis02-2331	148	5	)	)	PUNCT
ajis02-2331	148	6	are	be	AUX
ajis02-2331	148	7	:	:	PUNCT
ajis02-2331	149	1	1	1	X
ajis02-2331	149	2	.	.	X
ajis02-2331	149	3	how	how	SCONJ
ajis02-2331	149	4	do	do	AUX
ajis02-2331	149	5	we	we	PRON
ajis02-2331	149	6	design	design	VERB
ajis02-2331	149	7	and	and	CCONJ
ajis02-2331	149	8	develop	develop	VERB
ajis02-2331	149	9	a	a	DET
ajis02-2331	149	10	structured	structured	ADJ
ajis02-2331	149	11	and	and	CCONJ
ajis02-2331	149	12	unified	unified	ADJ
ajis02-2331	149	13	information	information	NOUN
ajis02-2331	149	14	search	search	NOUN
ajis02-2331	149	15	framework	framework	NOUN
ajis02-2331	149	16	?	?	PUNCT
ajis02-2331	150	1	2	2	X
ajis02-2331	150	2	.	.	X
ajis02-2331	150	3	what	what	DET
ajis02-2331	150	4	types	type	NOUN
ajis02-2331	150	5	of	of	ADP
ajis02-2331	150	6	algorithms	algorithm	NOUN
ajis02-2331	150	7	can	can	AUX
ajis02-2331	150	8	achieve	achieve	VERB
ajis02-2331	150	9	high	high	ADJ
ajis02-2331	150	10	precision	precision	NOUN
ajis02-2331	150	11	search	search	NOUN
ajis02-2331	150	12	results	result	NOUN
ajis02-2331	150	13	?	?	PUNCT
ajis02-2331	151	1	3	3	X
ajis02-2331	151	2	.	.	X
ajis02-2331	151	3	how	how	SCONJ
ajis02-2331	151	4	do	do	AUX
ajis02-2331	151	5	we	we	PRON
ajis02-2331	151	6	accomplish	accomplish	VERB
ajis02-2331	151	7	the	the	DET
ajis02-2331	151	8	information	information	NOUN
ajis02-2331	151	9	search	search	NOUN
ajis02-2331	151	10	through	through	ADP
ajis02-2331	151	11	isf	isf	PROPN
ajis02-2331	151	12	and	and	CCONJ
ajis02-2331	151	13	evaluate	evaluate	VERB
ajis02-2331	151	14	the	the	DET
ajis02-2331	151	15	results	result	NOUN
ajis02-2331	151	16	?	?	PUNCT
ajis02-2331	152	1	the	the	DET
ajis02-2331	152	2	corresponding	correspond	VERB
ajis02-2331	152	3	research	research	NOUN
ajis02-2331	152	4	objectives	objective	NOUN
ajis02-2331	152	5	(	(	PUNCT
ajis02-2331	152	6	ro	ro	X
ajis02-2331	152	7	)	)	PUNCT
ajis02-2331	152	8	are	be	AUX
ajis02-2331	152	9	:	:	PUNCT
ajis02-2331	152	10	1	1	X
ajis02-2331	152	11	.	.	X
ajis02-2331	152	12	develop	develop	VERB
ajis02-2331	152	13	isf	isf	PROPN
ajis02-2331	152	14	that	that	PRON
ajis02-2331	152	15	can	can	AUX
ajis02-2331	152	16	integrate	integrate	VERB
ajis02-2331	152	17	a	a	DET
ajis02-2331	152	18	variety	variety	NOUN
ajis02-2331	152	19	of	of	ADP
ajis02-2331	152	20	search	search	NOUN
ajis02-2331	152	21	engine	engine	NOUN
ajis02-2331	152	22	tools	tool	NOUN
ajis02-2331	152	23	and	and	CCONJ
ajis02-2331	152	24	applications	application	NOUN
ajis02-2331	152	25	.	.	PUNCT
ajis02-2331	153	1	2	2	X
ajis02-2331	153	2	.	.	X
ajis02-2331	153	3	improve	improve	VERB
ajis02-2331	153	4	search	search	NOUN
ajis02-2331	153	5	experience	experience	NOUN
ajis02-2331	153	6	using	use	VERB
ajis02-2331	153	7	algorithmic	algorithmic	ADJ
ajis02-2331	153	8	approaches	approach	NOUN
ajis02-2331	153	9	.	.	PUNCT
ajis02-2331	154	1	3	3	X
ajis02-2331	154	2	.	.	X
ajis02-2331	154	3	analyse	analyse	NOUN
ajis02-2331	154	4	and	and	CCONJ
ajis02-2331	154	5	evaluate	evaluate	VERB
ajis02-2331	154	6	the	the	DET
ajis02-2331	154	7	search	search	NOUN
ajis02-2331	154	8	results	result	NOUN
ajis02-2331	154	9	of	of	ADP
ajis02-2331	154	10	the	the	DET
ajis02-2331	154	11	isf	isf	PROPN
ajis02-2331	154	12	.	.	PROPN
ajis02-2331	154	13	australasian	australasian	ADJ
ajis02-2331	154	14	journal	journal	NOUN
ajis02-2331	154	15	of	of	ADP
ajis02-2331	154	16	information	information	NOUN
ajis02-2331	154	17	systems	systems	PROPN
ajis02-2331	154	18	zhu	zhu	PROPN
ajis02-2331	154	19	,	,	PUNCT
ajis02-2331	154	20	nimmagadda	nimmagadda	NOUN
ajis02-2331	154	21	,	,	PUNCT
ajis02-2331	154	22	reiners	reiner	NOUN
ajis02-2331	154	23	&	&	CCONJ
ajis02-2331	154	24	rudra	rudra	PROPN
ajis02-2331	154	25	2020	2020	NUM
ajis02-2331	154	26	,	,	PUNCT
ajis02-2331	154	27	vol	vol	NOUN
ajis02-2331	154	28	24	24	NUM
ajis02-2331	154	29	,	,	PUNCT
ajis02-2331	154	30	research	research	NOUN
ajis02-2331	154	31	article	article	NOUN
ajis02-2331	154	32	integrated	integrate	VERB
ajis02-2331	154	33	search	search	NOUN
ajis02-2331	154	34	framework	framework	NOUN
ajis02-2331	154	35	for	for	ADP
ajis02-2331	154	36	the	the	DET
ajis02-2331	154	37	knowledge	knowledge	NOUN
ajis02-2331	154	38	-	-	PUNCT
ajis02-2331	154	39	based	base	VERB
ajis02-2331	154	40	web	web	NOUN
ajis02-2331	154	41	ecosystem	ecosystem	NOUN
ajis02-2331	154	42	7	7	NUM
ajis02-2331	154	43	the	the	DET
ajis02-2331	154	44	goal	goal	NOUN
ajis02-2331	154	45	of	of	ADP
ajis02-2331	154	46	the	the	DET
ajis02-2331	154	47	research	research	NOUN
ajis02-2331	154	48	is	be	AUX
ajis02-2331	154	49	to	to	PART
ajis02-2331	154	50	design	design	VERB
ajis02-2331	154	51	and	and	CCONJ
ajis02-2331	154	52	develop	develop	VERB
ajis02-2331	154	53	a	a	DET
ajis02-2331	154	54	framework	framework	NOUN
ajis02-2331	154	55	to	to	PART
ajis02-2331	154	56	search	search	VERB
ajis02-2331	154	57	for	for	ADP
ajis02-2331	154	58	unified	unified	ADJ
ajis02-2331	154	59	information	information	NOUN
ajis02-2331	154	60	and	and	CCONJ
ajis02-2331	154	61	validate	validate	VERB
ajis02-2331	154	62	the	the	DET
ajis02-2331	154	63	given	give	VERB
ajis02-2331	154	64	model	model	NOUN
ajis02-2331	154	65	through	through	ADP
ajis02-2331	154	66	a	a	DET
ajis02-2331	154	67	series	series	NOUN
ajis02-2331	154	68	of	of	ADP
ajis02-2331	154	69	experiments	experiment	NOUN
ajis02-2331	154	70	with	with	ADP
ajis02-2331	154	71	evaluable	evaluable	ADJ
ajis02-2331	154	72	measures	measure	NOUN
ajis02-2331	154	73	.	.	PUNCT
ajis02-2331	155	1	another	another	DET
ajis02-2331	155	2	research	research	NOUN
ajis02-2331	155	3	target	target	NOUN
ajis02-2331	155	4	is	be	AUX
ajis02-2331	155	5	to	to	PART
ajis02-2331	155	6	extract	extract	VERB
ajis02-2331	155	7	structured	structure	VERB
ajis02-2331	155	8	textual	textual	ADJ
ajis02-2331	155	9	data	datum	NOUN
ajis02-2331	155	10	that	that	PRON
ajis02-2331	155	11	can	can	AUX
ajis02-2331	155	12	be	be	AUX
ajis02-2331	155	13	shared	share	VERB
ajis02-2331	155	14	between	between	ADP
ajis02-2331	155	15	different	different	ADJ
ajis02-2331	155	16	search	search	NOUN
ajis02-2331	155	17	engines	engine	NOUN
ajis02-2331	155	18	/	/	SYM
ajis02-2331	155	19	tools	tool	NOUN
ajis02-2331	155	20	and	and	CCONJ
ajis02-2331	155	21	design	design	VERB
ajis02-2331	155	22	the	the	DET
ajis02-2331	155	23	type	type	NOUN
ajis02-2331	155	24	of	of	ADP
ajis02-2331	155	25	framework	framework	NOUN
ajis02-2331	155	26	needed	need	VERB
ajis02-2331	155	27	to	to	PART
ajis02-2331	155	28	explore	explore	VERB
ajis02-2331	155	29	such	such	ADJ
ajis02-2331	155	30	fused	fused	ADJ
ajis02-2331	155	31	information	information	NOUN
ajis02-2331	155	32	.	.	PUNCT
ajis02-2331	156	1	increased	increase	VERB
ajis02-2331	156	2	search	search	NOUN
ajis02-2331	156	3	efforts	effort	NOUN
ajis02-2331	156	4	and	and	CCONJ
ajis02-2331	156	5	outcome	outcome	NOUN
ajis02-2331	156	6	of	of	ADP
ajis02-2331	156	7	terms	term	NOUN
ajis02-2331	156	8	searched	search	VERB
ajis02-2331	156	9	in	in	ADP
ajis02-2331	156	10	various	various	ADJ
ajis02-2331	156	11	contexts	contexts	NOUN
ajis02-2331	156	12	is	be	AUX
ajis02-2331	156	13	the	the	DET
ajis02-2331	156	14	motivating	motivating	NOUN
ajis02-2331	156	15	factor	factor	NOUN
ajis02-2331	156	16	for	for	ADP
ajis02-2331	156	17	investigation	investigation	NOUN
ajis02-2331	156	18	of	of	ADP
ajis02-2331	156	19	the	the	DET
ajis02-2331	156	20	new	new	ADJ
ajis02-2331	156	21	framework	framework	NOUN
ajis02-2331	156	22	.	.	PUNCT
ajis02-2331	157	1	activation	activation	NOUN
ajis02-2331	157	2	,	,	PUNCT
ajis02-2331	157	3	persistence	persistence	NOUN
ajis02-2331	157	4	and	and	CCONJ
ajis02-2331	157	5	intensity	intensity	NOUN
ajis02-2331	157	6	of	of	ADP
ajis02-2331	157	7	search	search	NOUN
ajis02-2331	157	8	terms	term	NOUN
ajis02-2331	157	9	and	and	CCONJ
ajis02-2331	157	10	their	their	PRON
ajis02-2331	157	11	findings	finding	NOUN
ajis02-2331	157	12	usable	usable	ADJ
ajis02-2331	157	13	by	by	ADP
ajis02-2331	157	14	type	type	NOUN
ajis02-2331	157	15	of	of	ADP
ajis02-2331	157	16	users	user	NOUN
ajis02-2331	157	17	motivate	motivate	VERB
ajis02-2331	157	18	us	we	PRON
ajis02-2331	157	19	to	to	PART
ajis02-2331	157	20	develop	develop	VERB
ajis02-2331	157	21	new	new	ADJ
ajis02-2331	157	22	search	search	NOUN
ajis02-2331	157	23	articulations	articulation	NOUN
ajis02-2331	157	24	.	.	PUNCT
ajis02-2331	158	1	the	the	DET
ajis02-2331	158	2	integrated	integrate	VERB
ajis02-2331	158	3	methodological	methodological	ADJ
ajis02-2331	158	4	approach	approach	NOUN
ajis02-2331	158	5	can	can	AUX
ajis02-2331	158	6	minimise	minimise	VERB
ajis02-2331	158	7	the	the	DET
ajis02-2331	158	8	ambiguity	ambiguity	NOUN
ajis02-2331	158	9	involved	involve	VERB
ajis02-2331	158	10	in	in	ADP
ajis02-2331	158	11	exploring	explore	VERB
ajis02-2331	158	12	further	further	ADJ
ajis02-2331	158	13	information	information	NOUN
ajis02-2331	158	14	and	and	CCONJ
ajis02-2331	158	15	knowledge	knowledge	NOUN
ajis02-2331	158	16	acquisition	acquisition	NOUN
ajis02-2331	158	17	through	through	ADP
ajis02-2331	158	18	interfaces	interface	NOUN
ajis02-2331	158	19	and	and	CCONJ
ajis02-2331	158	20	desktop	desktop	NOUN
ajis02-2331	158	21	integration	integration	NOUN
ajis02-2331	158	22	.	.	PUNCT
ajis02-2331	159	1	5	5	NUM
ajis02-2331	159	2	research	research	NOUN
ajis02-2331	159	3	methodology	methodology	NOUN
ajis02-2331	159	4	as	as	SCONJ
ajis02-2331	159	5	described	describe	VERB
ajis02-2331	159	6	in	in	ADP
ajis02-2331	159	7	research	research	NOUN
ajis02-2331	159	8	objective	objective	ADJ
ajis02-2331	159	9	1	1	NUM
ajis02-2331	159	10	,	,	PUNCT
ajis02-2331	159	11	we	we	PRON
ajis02-2331	159	12	adopt	adopt	VERB
ajis02-2331	159	13	a	a	DET
ajis02-2331	159	14	design	design	NOUN
ajis02-2331	159	15	science	science	NOUN
ajis02-2331	159	16	approach	approach	NOUN
ajis02-2331	159	17	,	,	PUNCT
ajis02-2331	159	18	with	with	ADP
ajis02-2331	159	19	the	the	DET
ajis02-2331	159	20	methodology	methodology	NOUN
ajis02-2331	159	21	motivating	motivate	VERB
ajis02-2331	159	22	a	a	DET
ajis02-2331	159	23	rigor	rigor	NOUN
ajis02-2331	159	24	in	in	ADP
ajis02-2331	159	25	data	datum	NOUN
ajis02-2331	159	26	science	science	NOUN
ajis02-2331	159	27	,	,	PUNCT
ajis02-2331	159	28	based	base	VERB
ajis02-2331	159	29	on	on	ADP
ajis02-2331	159	30	empirical	empirical	ADJ
ajis02-2331	159	31	evidence	evidence	NOUN
ajis02-2331	159	32	.	.	PUNCT
ajis02-2331	160	1	as	as	ADP
ajis02-2331	160	2	a	a	DET
ajis02-2331	160	3	part	part	NOUN
ajis02-2331	160	4	of	of	ADP
ajis02-2331	160	5	design	design	NOUN
ajis02-2331	160	6	science	science	NOUN
ajis02-2331	160	7	,	,	PUNCT
ajis02-2331	160	8	we	we	PRON
ajis02-2331	160	9	take	take	VERB
ajis02-2331	160	10	the	the	DET
ajis02-2331	160	11	support	support	NOUN
ajis02-2331	160	12	of	of	ADP
ajis02-2331	160	13	the	the	DET
ajis02-2331	160	14	approach	approach	NOUN
ajis02-2331	160	15	used	use	VERB
ajis02-2331	160	16	in	in	ADP
ajis02-2331	160	17	vaishnavi	vaishnavi	NOUN
ajis02-2331	160	18	and	and	CCONJ
ajis02-2331	160	19	kuechler	kuechler	NOUN
ajis02-2331	160	20	(	(	PUNCT
ajis02-2331	160	21	2007	2007	NUM
ajis02-2331	160	22	)	)	PUNCT
ajis02-2331	160	23	and	and	CCONJ
ajis02-2331	160	24	baskerville	baskerville	VERB
ajis02-2331	160	25	et	et	PROPN
ajis02-2331	160	26	al	al	PROPN
ajis02-2331	160	27	.	.	PROPN
ajis02-2331	161	1	(	(	PUNCT
ajis02-2331	161	2	2015	2015	NUM
ajis02-2331	161	3	)	)	PUNCT
ajis02-2331	162	1	,	,	PUNCT
ajis02-2331	162	2	construct	construct	VERB
ajis02-2331	162	3	coherent	coherent	ADJ
ajis02-2331	162	4	and	and	CCONJ
ajis02-2331	162	5	intelligible	intelligible	ADJ
ajis02-2331	162	6	artefacts	artefact	NOUN
ajis02-2331	162	7	within	within	ADP
ajis02-2331	162	8	an	an	DET
ajis02-2331	162	9	integrated	integrate	VERB
ajis02-2331	162	10	framework	framework	NOUN
ajis02-2331	162	11	.	.	PUNCT
ajis02-2331	163	1	in	in	ADP
ajis02-2331	163	2	pursuance	pursuance	NOUN
ajis02-2331	163	3	of	of	ADP
ajis02-2331	163	4	research	research	NOUN
ajis02-2331	163	5	objective	objective	ADJ
ajis02-2331	163	6	2	2	NUM
ajis02-2331	163	7	,	,	PUNCT
ajis02-2331	163	8	we	we	PRON
ajis02-2331	163	9	utilise	utilise	VERB
ajis02-2331	163	10	various	various	ADJ
ajis02-2331	163	11	algorithmic	algorithmic	ADJ
ajis02-2331	163	12	approaches	approach	NOUN
ajis02-2331	163	13	to	to	PART
ajis02-2331	163	14	build	build	VERB
ajis02-2331	163	15	search	search	NOUN
ajis02-2331	163	16	tools	tool	NOUN
ajis02-2331	163	17	.	.	PUNCT
ajis02-2331	164	1	as	as	ADP
ajis02-2331	164	2	a	a	DET
ajis02-2331	164	3	part	part	NOUN
ajis02-2331	164	4	of	of	ADP
ajis02-2331	164	5	empirical	empirical	ADJ
ajis02-2331	164	6	research	research	NOUN
ajis02-2331	164	7	,	,	PUNCT
ajis02-2331	164	8	we	we	PRON
ajis02-2331	164	9	propose	propose	VERB
ajis02-2331	164	10	to	to	PART
ajis02-2331	164	11	analyse	analyse	VERB
ajis02-2331	164	12	the	the	DET
ajis02-2331	164	13	experimental	experimental	ADJ
ajis02-2331	164	14	data	datum	NOUN
ajis02-2331	164	15	relevant	relevant	ADJ
ajis02-2331	164	16	to	to	PART
ajis02-2331	164	17	search	search	VERB
ajis02-2331	164	18	terms	term	NOUN
ajis02-2331	164	19	and	and	CCONJ
ajis02-2331	164	20	corresponding	correspond	VERB
ajis02-2331	164	21	information	information	NOUN
ajis02-2331	164	22	needs	need	VERB
ajis02-2331	164	23	from	from	ADP
ajis02-2331	164	24	multiple	multiple	ADJ
ajis02-2331	164	25	search	search	NOUN
ajis02-2331	164	26	engines	engine	NOUN
ajis02-2331	164	27	and	and	CCONJ
ajis02-2331	164	28	present	present	VERB
ajis02-2331	164	29	them	they	PRON
ajis02-2331	164	30	for	for	ADP
ajis02-2331	164	31	their	their	PRON
ajis02-2331	164	32	performance	performance	NOUN
ajis02-2331	164	33	.	.	PUNCT
ajis02-2331	165	1	figure	figure	NOUN
ajis02-2331	165	2	1	1	NUM
ajis02-2331	165	3	:	:	PUNCT
ajis02-2331	165	4	an	an	DET
ajis02-2331	165	5	integrated	integrate	VERB
ajis02-2331	165	6	search	search	NOUN
ajis02-2331	165	7	framework	framework	NOUN
ajis02-2331	165	8	(	(	PUNCT
ajis02-2331	165	9	isf	isf	NOUN
ajis02-2331	165	10	)	)	PUNCT
ajis02-2331	165	11	search	search	NOUN
ajis02-2331	165	12	results	result	NOUN
ajis02-2331	165	13	categorization	categorization	NOUN
ajis02-2331	165	14	request	request	NOUN
ajis02-2331	165	15	analysis	analysis	NOUN
ajis02-2331	165	16	user	user	NOUN
ajis02-2331	165	17	profilequery	profilequery	NOUN
ajis02-2331	165	18	full	full	ADJ
ajis02-2331	165	19	text	text	NOUN
ajis02-2331	165	20	db	db	ADP
ajis02-2331	165	21	desktop	desktop	NOUN
ajis02-2331	165	22	search	search	NOUN
ajis02-2331	165	23	intranet	intranet	NOUN
ajis02-2331	165	24	search	search	NOUN
ajis02-2331	165	25	engine	engine	NOUN
ajis02-2331	165	26	meta	meta	NOUN
ajis02-2331	165	27	search	search	NOUN
ajis02-2331	165	28	engine	engine	NOUN
ajis02-2331	165	29	search	search	NOUN
ajis02-2331	165	30	results	result	VERB
ajis02-2331	165	31	security	security	NOUN
ajis02-2331	165	32	scrutiny	scrutiny	NOUN
ajis02-2331	165	33	information	information	NOUN
ajis02-2331	165	34	representation	representation	NOUN
ajis02-2331	165	35	web	web	NOUN
ajis02-2331	165	36	crawler	crawler	NOUN
ajis02-2331	165	37	db	db	PROPN
ajis02-2331	165	38	in	in	ADP
ajis02-2331	165	39	dess	dess	NOUN
ajis02-2331	165	40	filtering	filtering	NOUN
ajis02-2331	165	41	ontology	ontology	NOUN
ajis02-2331	165	42	category	category	NOUN
ajis02-2331	165	43	selection	selection	NOUN
ajis02-2331	165	44	part	part	NOUN
ajis02-2331	165	45	1	1	NUM
ajis02-2331	165	46	.	.	PUNCT
ajis02-2331	166	1	information	information	NOUN
ajis02-2331	166	2	streams	stream	VERB
ajis02-2331	166	3	part	part	NOUN
ajis02-2331	166	4	2	2	NUM
ajis02-2331	166	5	.	.	PUNCT
ajis02-2331	167	1	categorizing	categorize	VERB
ajis02-2331	167	2	/	/	SYM
ajis02-2331	167	3	clustering	clustering	ADJ
ajis02-2331	167	4	part	part	NOUN
ajis02-2331	167	5	3	3	NUM
ajis02-2331	167	6	.	.	PUNCT
ajis02-2331	167	7	query	query	NOUN
ajis02-2331	167	8	expansion	expansion	NOUN
ajis02-2331	167	9	part	part	NOUN
ajis02-2331	167	10	4	4	NUM
ajis02-2331	167	11	.	.	PUNCT
ajis02-2331	167	12	personalization	personalization	NOUN
ajis02-2331	167	13	indexed	index	VERB
ajis02-2331	167	14	docs	doc	NOUN
ajis02-2331	167	15	indexer	indexer	NOUN
ajis02-2331	167	16	searcher	searcher	PROPN
ajis02-2331	167	17	cluster	cluster	NOUN
ajis02-2331	167	18	solr	solr	PROPN
ajis02-2331	167	19	/	/	SYM
ajis02-2331	167	20	lucene	lucene	NOUN
ajis02-2331	167	21	search	search	NOUN
ajis02-2331	167	22	engines	engine	NOUN
ajis02-2331	167	23	user	user	NOUN
ajis02-2331	167	24	nosql	nosql	PROPN
ajis02-2331	167	25	hbase	hbase	PROPN
ajis02-2331	167	26	australasian	australasian	ADJ
ajis02-2331	167	27	journal	journal	NOUN
ajis02-2331	167	28	of	of	ADP
ajis02-2331	167	29	information	information	NOUN
ajis02-2331	167	30	systems	systems	PROPN
ajis02-2331	167	31	zhu	zhu	PROPN
ajis02-2331	167	32	,	,	PUNCT
ajis02-2331	167	33	nimmagadda	nimmagadda	NOUN
ajis02-2331	167	34	,	,	PUNCT
ajis02-2331	167	35	reiners	reiner	NOUN
ajis02-2331	167	36	&	&	CCONJ
ajis02-2331	167	37	rudra	rudra	PROPN
ajis02-2331	167	38	2020	2020	NUM
ajis02-2331	167	39	,	,	PUNCT
ajis02-2331	167	40	vol	vol	NOUN
ajis02-2331	167	41	24	24	NUM
ajis02-2331	167	42	,	,	PUNCT
ajis02-2331	167	43	research	research	NOUN
ajis02-2331	167	44	article	article	NOUN
ajis02-2331	167	45	integrated	integrate	VERB
ajis02-2331	167	46	search	search	NOUN
ajis02-2331	167	47	framework	framework	NOUN
ajis02-2331	167	48	for	for	ADP
ajis02-2331	167	49	the	the	DET
ajis02-2331	167	50	knowledge	knowledge	NOUN
ajis02-2331	167	51	-	-	PUNCT
ajis02-2331	167	52	based	base	VERB
ajis02-2331	167	53	web	web	NOUN
ajis02-2331	167	54	ecosystem	ecosystem	NOUN
ajis02-2331	167	55	8	8	NUM
ajis02-2331	167	56	as	as	ADP
ajis02-2331	167	57	per	per	ADP
ajis02-2331	167	58	research	research	NOUN
ajis02-2331	167	59	objective	objective	ADJ
ajis02-2331	167	60	3	3	NUM
ajis02-2331	167	61	,	,	PUNCT
ajis02-2331	167	62	we	we	PRON
ajis02-2331	167	63	carry	carry	VERB
ajis02-2331	167	64	out	out	ADP
ajis02-2331	167	65	various	various	ADJ
ajis02-2331	167	66	experiments	experiment	NOUN
ajis02-2331	167	67	and	and	CCONJ
ajis02-2331	167	68	evaluate	evaluate	VERB
ajis02-2331	167	69	the	the	DET
ajis02-2331	167	70	performance	performance	NOUN
ajis02-2331	167	71	of	of	ADP
ajis02-2331	167	72	isf	isf	PROPN
ajis02-2331	167	73	in	in	ADP
ajis02-2331	167	74	terms	term	NOUN
ajis02-2331	167	75	of	of	ADP
ajis02-2331	167	76	precision	precision	NOUN
ajis02-2331	167	77	,	,	PUNCT
ajis02-2331	167	78	recall	recall	NOUN
ajis02-2331	167	79	and	and	CCONJ
ajis02-2331	167	80	f1	f1	NOUN
ajis02-2331	167	81	scores	score	NOUN
ajis02-2331	167	82	.	.	PUNCT
ajis02-2331	168	1	in	in	ADP
ajis02-2331	168	2	this	this	DET
ajis02-2331	168	3	context	context	NOUN
ajis02-2331	168	4	,	,	PUNCT
ajis02-2331	168	5	we	we	PRON
ajis02-2331	168	6	bring	bring	VERB
ajis02-2331	168	7	the	the	DET
ajis02-2331	168	8	concept	concept	NOUN
ajis02-2331	168	9	of	of	ADP
ajis02-2331	168	10	integrated	integrate	VERB
ajis02-2331	168	11	search	search	NOUN
ajis02-2331	168	12	framework	framework	NOUN
ajis02-2331	168	13	(	(	PUNCT
ajis02-2331	168	14	isf	isf	PROPN
ajis02-2331	168	15	)	)	PUNCT
ajis02-2331	168	16	,	,	PUNCT
ajis02-2331	168	17	as	as	SCONJ
ajis02-2331	168	18	illustrated	illustrate	VERB
ajis02-2331	168	19	in	in	ADP
ajis02-2331	168	20	figure	figure	NOUN
ajis02-2331	168	21	1	1	NUM
ajis02-2331	168	22	,	,	PUNCT
ajis02-2331	168	23	put	put	VERB
ajis02-2331	168	24	forward	forward	ADP
ajis02-2331	168	25	with	with	ADP
ajis02-2331	168	26	kbwe	kbwe	ADJ
ajis02-2331	168	27	representation	representation	NOUN
ajis02-2331	168	28	,	,	PUNCT
ajis02-2331	168	29	and	and	CCONJ
ajis02-2331	168	30	articulated	articulate	VERB
ajis02-2331	168	31	with	with	ADP
ajis02-2331	168	32	various	various	ADJ
ajis02-2331	168	33	artefacts	artefact	NOUN
ajis02-2331	168	34	.	.	PUNCT
ajis02-2331	169	1	the	the	DET
ajis02-2331	169	2	artefacts	artefact	NOUN
ajis02-2331	169	3	are	be	AUX
ajis02-2331	169	4	detailed	detail	VERB
ajis02-2331	169	5	in	in	ADP
ajis02-2331	169	6	the	the	DET
ajis02-2331	169	7	following	follow	VERB
ajis02-2331	169	8	sections	section	NOUN
ajis02-2331	169	9	.	.	PUNCT
ajis02-2331	170	1	5.1	5.1	NUM
ajis02-2331	170	2	information	information	NOUN
ajis02-2331	170	3	streams	stream	VERB
ajis02-2331	170	4	when	when	SCONJ
ajis02-2331	170	5	users	user	NOUN
ajis02-2331	170	6	submit	submit	VERB
ajis02-2331	170	7	search	search	NOUN
ajis02-2331	170	8	requests	request	NOUN
ajis02-2331	170	9	,	,	PUNCT
ajis02-2331	170	10	search	search	NOUN
ajis02-2331	170	11	-	-	PUNCT
ajis02-2331	170	12	terms	term	NOUN
ajis02-2331	170	13	match	match	VERB
ajis02-2331	170	14	with	with	ADP
ajis02-2331	170	15	information	information	NOUN
ajis02-2331	170	16	from	from	ADP
ajis02-2331	170	17	diverse	diverse	ADJ
ajis02-2331	170	18	sources	source	NOUN
ajis02-2331	170	19	including	include	VERB
ajis02-2331	170	20	the	the	DET
ajis02-2331	170	21	internet	internet	NOUN
ajis02-2331	170	22	,	,	PUNCT
ajis02-2331	170	23	intranets	intranet	NOUN
ajis02-2331	170	24	,	,	PUNCT
ajis02-2331	170	25	full	full	ADJ
ajis02-2331	170	26	-	-	PUNCT
ajis02-2331	170	27	text	text	NOUN
ajis02-2331	170	28	databases	database	NOUN
ajis02-2331	170	29	,	,	PUNCT
ajis02-2331	170	30	databases	database	NOUN
ajis02-2331	170	31	of	of	ADP
ajis02-2331	170	32	digital	digital	ADJ
ajis02-2331	170	33	ecosystems	ecosystem	NOUN
ajis02-2331	170	34	and	and	CCONJ
ajis02-2331	170	35	personal	personal	ADJ
ajis02-2331	170	36	desktop	desktop	NOUN
ajis02-2331	170	37	computers	computer	NOUN
ajis02-2331	170	38	.	.	PUNCT
ajis02-2331	171	1	search	search	NOUN
ajis02-2331	171	2	results	result	NOUN
ajis02-2331	171	3	are	be	AUX
ajis02-2331	171	4	categorized	categorize	VERB
ajis02-2331	171	5	by	by	ADP
ajis02-2331	171	6	svms	svms	NOUN
ajis02-2331	171	7	or	or	CCONJ
ajis02-2331	171	8	naïve	naïve	ADJ
ajis02-2331	171	9	bayes	baye	NOUN
ajis02-2331	171	10	based	base	VERB
ajis02-2331	171	11	on	on	ADP
ajis02-2331	171	12	the	the	DET
ajis02-2331	171	13	ontologies	ontology	NOUN
ajis02-2331	171	14	associated	associate	VERB
ajis02-2331	171	15	with	with	ADP
ajis02-2331	171	16	web	web	NOUN
ajis02-2331	171	17	ecosystems	ecosystem	NOUN
ajis02-2331	171	18	.	.	PUNCT
ajis02-2331	172	1	search	search	NOUN
ajis02-2331	172	2	results	result	NOUN
ajis02-2331	172	3	are	be	AUX
ajis02-2331	172	4	also	also	ADV
ajis02-2331	172	5	clustered	cluster	VERB
ajis02-2331	172	6	by	by	ADP
ajis02-2331	172	7	example	example	NOUN
ajis02-2331	172	8	-	-	PUNCT
ajis02-2331	172	9	based	base	VERB
ajis02-2331	172	10	algorithms	algorithm	NOUN
ajis02-2331	172	11	such	such	ADJ
ajis02-2331	172	12	as	as	ADP
ajis02-2331	172	13	knn	knn	PROPN
ajis02-2331	172	14	to	to	PART
ajis02-2331	172	15	further	far	ADV
ajis02-2331	172	16	facilitate	facilitate	VERB
ajis02-2331	172	17	user	user	NOUN
ajis02-2331	172	18	to	to	PART
ajis02-2331	172	19	disambiguate	disambiguate	VERB
ajis02-2331	172	20	semantic	semantic	ADJ
ajis02-2331	172	21	features	feature	NOUN
ajis02-2331	172	22	of	of	ADP
ajis02-2331	172	23	the	the	DET
ajis02-2331	172	24	search	search	NOUN
ajis02-2331	172	25	-	-	PUNCT
ajis02-2331	172	26	teams	team	NOUN
ajis02-2331	172	27	.	.	PUNCT
ajis02-2331	173	1	the	the	DET
ajis02-2331	173	2	search	search	NOUN
ajis02-2331	173	3	processes	process	NOUN
ajis02-2331	173	4	are	be	AUX
ajis02-2331	173	5	described	describe	VERB
ajis02-2331	173	6	in	in	ADP
ajis02-2331	173	7	the	the	DET
ajis02-2331	173	8	following	follow	VERB
ajis02-2331	173	9	sections	section	NOUN
ajis02-2331	173	10	,	,	PUNCT
ajis02-2331	173	11	with	with	ADP
ajis02-2331	173	12	the	the	DET
ajis02-2331	173	13	functionality	functionality	NOUN
ajis02-2331	173	14	of	of	ADP
ajis02-2331	173	15	each	each	DET
ajis02-2331	173	16	component	component	NOUN
ajis02-2331	173	17	,	,	PUNCT
ajis02-2331	173	18	as	as	SCONJ
ajis02-2331	173	19	explained	explain	VERB
ajis02-2331	173	20	in	in	ADP
ajis02-2331	173	21	figure	figure	NOUN
ajis02-2331	173	22	1	1	NUM
ajis02-2331	173	23	.	.	PUNCT
ajis02-2331	174	1	the	the	DET
ajis02-2331	174	2	framework	framework	NOUN
ajis02-2331	174	3	is	be	AUX
ajis02-2331	174	4	divided	divide	VERB
ajis02-2331	174	5	into	into	ADP
ajis02-2331	174	6	four	four	NUM
ajis02-2331	174	7	main	main	ADJ
ajis02-2331	174	8	parts	part	NOUN
ajis02-2331	174	9	,	,	PUNCT
ajis02-2331	174	10	namely	namely	ADV
ajis02-2331	174	11	,	,	PUNCT
ajis02-2331	174	12	information	information	NOUN
ajis02-2331	174	13	streams	stream	NOUN
ajis02-2331	174	14	and	and	CCONJ
ajis02-2331	174	15	sources	source	NOUN
ajis02-2331	174	16	;	;	PUNCT
ajis02-2331	174	17	query	query	NOUN
ajis02-2331	174	18	or	or	CCONJ
ajis02-2331	174	19	search	search	NOUN
ajis02-2331	174	20	-	-	PUNCT
ajis02-2331	174	21	term	term	NOUN
ajis02-2331	174	22	expansion	expansion	NOUN
ajis02-2331	174	23	;	;	PUNCT
ajis02-2331	174	24	search	search	NOUN
ajis02-2331	174	25	results	result	NOUN
ajis02-2331	174	26	categorizing	categorize	VERB
ajis02-2331	174	27	,	,	PUNCT
ajis02-2331	174	28	clustering	clustering	NOUN
ajis02-2331	174	29	and	and	CCONJ
ajis02-2331	174	30	filtering	filtering	NOUN
ajis02-2331	174	31	;	;	PUNCT
ajis02-2331	174	32	and	and	CCONJ
ajis02-2331	174	33	personalised	personalised	ADJ
ajis02-2331	174	34	search	search	NOUN
ajis02-2331	174	35	results	result	NOUN
ajis02-2331	174	36	’	'	PUNCT
ajis02-2331	174	37	representation	representation	NOUN
ajis02-2331	174	38	.	.	PUNCT
ajis02-2331	175	1	it	it	PRON
ajis02-2331	175	2	is	be	AUX
ajis02-2331	175	3	worth	worth	ADJ
ajis02-2331	175	4	mentioning	mention	VERB
ajis02-2331	175	5	that	that	SCONJ
ajis02-2331	175	6	isf	isf	PROPN
ajis02-2331	175	7	is	be	AUX
ajis02-2331	175	8	independent	independent	ADJ
ajis02-2331	175	9	of	of	ADP
ajis02-2331	175	10	any	any	DET
ajis02-2331	175	11	specific	specific	ADJ
ajis02-2331	175	12	platform	platform	NOUN
ajis02-2331	175	13	.	.	PUNCT
ajis02-2331	176	1	it	it	PRON
ajis02-2331	176	2	can	can	AUX
ajis02-2331	176	3	be	be	AUX
ajis02-2331	176	4	deployed	deploy	VERB
ajis02-2331	176	5	on	on	ADP
ajis02-2331	176	6	an	an	DET
ajis02-2331	176	7	intranet	intranet	NOUN
ajis02-2331	176	8	computer	computer	NOUN
ajis02-2331	176	9	cluster	cluster	NOUN
ajis02-2331	176	10	with	with	ADP
ajis02-2331	176	11	hadoop	hadoop	NOUN
ajis02-2331	176	12	ecosystem	ecosystem	NOUN
ajis02-2331	176	13	,	,	PUNCT
ajis02-2331	176	14	as	as	SCONJ
ajis02-2331	176	15	we	we	PRON
ajis02-2331	176	16	experiment	experiment	VERB
ajis02-2331	176	17	on	on	ADP
ajis02-2331	176	18	our	our	PRON
ajis02-2331	176	19	big	big	ADJ
ajis02-2331	176	20	data	datum	NOUN
ajis02-2331	176	21	lab	lab	NOUN
ajis02-2331	176	22	’s	’s	PART
ajis02-2331	176	23	hadoop	hadoop	NOUN
ajis02-2331	176	24	cluster	cluster	NOUN
ajis02-2331	176	25	.	.	PUNCT
ajis02-2331	177	1	it	it	PRON
ajis02-2331	177	2	can	can	AUX
ajis02-2331	177	3	also	also	ADV
ajis02-2331	177	4	be	be	AUX
ajis02-2331	177	5	deployed	deploy	VERB
ajis02-2331	177	6	on	on	ADP
ajis02-2331	177	7	a	a	DET
ajis02-2331	177	8	public	public	ADJ
ajis02-2331	177	9	cloud	cloud	NOUN
ajis02-2331	177	10	,	,	PUNCT
ajis02-2331	177	11	which	which	PRON
ajis02-2331	177	12	provides	provide	VERB
ajis02-2331	177	13	iaas	iaas	NOUN
ajis02-2331	177	14	that	that	PRON
ajis02-2331	177	15	supports	support	VERB
ajis02-2331	177	16	distributed	distribute	VERB
ajis02-2331	177	17	computational	computational	ADJ
ajis02-2331	177	18	and	and	CCONJ
ajis02-2331	177	19	storage	storage	NOUN
ajis02-2331	177	20	capability	capability	NOUN
ajis02-2331	177	21	.	.	PUNCT
ajis02-2331	178	1	it	it	PRON
ajis02-2331	178	2	can	can	AUX
ajis02-2331	178	3	also	also	ADV
ajis02-2331	178	4	be	be	AUX
ajis02-2331	178	5	deployed	deploy	VERB
ajis02-2331	178	6	on	on	ADP
ajis02-2331	178	7	a	a	DET
ajis02-2331	178	8	hybrid	hybrid	ADJ
ajis02-2331	178	9	cloud	cloud	NOUN
ajis02-2331	178	10	that	that	PRON
ajis02-2331	178	11	can	can	AUX
ajis02-2331	178	12	provide	provide	VERB
ajis02-2331	178	13	enhanced	enhanced	ADJ
ajis02-2331	178	14	security	security	NOUN
ajis02-2331	178	15	.	.	PUNCT
ajis02-2331	179	1	we	we	PRON
ajis02-2331	179	2	can	can	AUX
ajis02-2331	179	3	keep	keep	VERB
ajis02-2331	179	4	sensitive	sensitive	ADJ
ajis02-2331	179	5	data	datum	NOUN
ajis02-2331	179	6	in	in	ADP
ajis02-2331	179	7	the	the	DET
ajis02-2331	179	8	private	private	ADJ
ajis02-2331	179	9	cloud	cloud	NOUN
ajis02-2331	179	10	while	while	SCONJ
ajis02-2331	179	11	the	the	DET
ajis02-2331	179	12	crawled	crawl	VERB
ajis02-2331	179	13	public	public	ADJ
ajis02-2331	179	14	-	-	PUNCT
ajis02-2331	179	15	accessible	accessible	ADJ
ajis02-2331	179	16	data	datum	NOUN
ajis02-2331	179	17	can	can	AUX
ajis02-2331	179	18	be	be	AUX
ajis02-2331	179	19	stored	store	VERB
ajis02-2331	179	20	in	in	ADP
ajis02-2331	179	21	a	a	DET
ajis02-2331	179	22	public	public	ADJ
ajis02-2331	179	23	cloud	cloud	NOUN
ajis02-2331	179	24	.	.	PUNCT
ajis02-2331	180	1	deployment	deployment	NOUN
ajis02-2331	180	2	of	of	ADP
ajis02-2331	180	3	isf	isf	PROPN
ajis02-2331	180	4	is	be	AUX
ajis02-2331	180	5	transparent	transparent	ADJ
ajis02-2331	180	6	to	to	PART
ajis02-2331	180	7	end	end	VERB
ajis02-2331	180	8	-	-	PUNCT
ajis02-2331	180	9	users	user	NOUN
ajis02-2331	180	10	,	,	PUNCT
ajis02-2331	180	11	and	and	CCONJ
ajis02-2331	180	12	from	from	ADP
ajis02-2331	180	13	a	a	DET
ajis02-2331	180	14	business	business	NOUN
ajis02-2331	180	15	perspective	perspective	NOUN
ajis02-2331	180	16	,	,	PUNCT
ajis02-2331	180	17	a	a	DET
ajis02-2331	180	18	hybrid	hybrid	ADJ
ajis02-2331	180	19	cloud	cloud	NOUN
ajis02-2331	180	20	model	model	NOUN
ajis02-2331	180	21	is	be	AUX
ajis02-2331	180	22	appropriate	appropriate	ADJ
ajis02-2331	180	23	for	for	ADP
ajis02-2331	180	24	most	most	ADJ
ajis02-2331	180	25	application	application	NOUN
ajis02-2331	180	26	scenarios	scenario	NOUN
ajis02-2331	180	27	,	,	PUNCT
ajis02-2331	180	28	but	but	CCONJ
ajis02-2331	180	29	not	not	PART
ajis02-2331	180	30	limited	limit	VERB
ajis02-2331	180	31	to	to	ADP
ajis02-2331	180	32	any	any	DET
ajis02-2331	180	33	specific	specific	ADJ
ajis02-2331	180	34	solutions	solution	NOUN
ajis02-2331	180	35	.	.	PUNCT
ajis02-2331	181	1	in	in	ADP
ajis02-2331	181	2	short	short	ADJ
ajis02-2331	181	3	,	,	PUNCT
ajis02-2331	181	4	no	no	ADV
ajis02-2331	181	5	matter	matter	ADV
ajis02-2331	181	6	which	which	PRON
ajis02-2331	181	7	platform	platform	NOUN
ajis02-2331	181	8	an	an	DET
ajis02-2331	181	9	organization	organization	NOUN
ajis02-2331	181	10	adopted	adopt	VERB
ajis02-2331	181	11	for	for	ADP
ajis02-2331	181	12	its	its	PRON
ajis02-2331	181	13	it	it	NOUN
ajis02-2331	181	14	infrastructure	infrastructure	NOUN
ajis02-2331	181	15	,	,	PUNCT
ajis02-2331	181	16	isf	isf	PROPN
ajis02-2331	181	17	can	can	AUX
ajis02-2331	181	18	easily	easily	ADV
ajis02-2331	181	19	be	be	AUX
ajis02-2331	181	20	deployed	deploy	VERB
ajis02-2331	181	21	.	.	PUNCT
ajis02-2331	182	1	search	search	NOUN
ajis02-2331	182	2	process	process	NOUN
ajis02-2331	182	3	:	:	PUNCT
ajis02-2331	182	4	the	the	DET
ajis02-2331	182	5	research	research	NOUN
ajis02-2331	182	6	objective	objective	ADJ
ajis02-2331	182	7	2	2	NUM
ajis02-2331	182	8	motivates	motivate	VERB
ajis02-2331	182	9	us	we	PRON
ajis02-2331	182	10	devising	devise	VERB
ajis02-2331	182	11	new	new	ADJ
ajis02-2331	182	12	algorithms	algorithm	NOUN
ajis02-2331	182	13	for	for	ADP
ajis02-2331	182	14	retrieving	retrieve	VERB
ajis02-2331	182	15	information	information	NOUN
ajis02-2331	182	16	on	on	ADP
ajis02-2331	182	17	the	the	DET
ajis02-2331	182	18	internet	internet	NOUN
ajis02-2331	182	19	.	.	PUNCT
ajis02-2331	183	1	a	a	DET
ajis02-2331	183	2	programmable	programmable	ADJ
ajis02-2331	183	3	script	script	NOUN
ajis02-2331	183	4	is	be	AUX
ajis02-2331	183	5	designed	design	VERB
ajis02-2331	183	6	as	as	ADP
ajis02-2331	183	7	a	a	DET
ajis02-2331	183	8	crawler	crawler	NOUN
ajis02-2331	183	9	for	for	ADP
ajis02-2331	183	10	browsing	browse	VERB
ajis02-2331	183	11	the	the	DET
ajis02-2331	183	12	www	www	NOUN
ajis02-2331	183	13	.	.	PROPN
ajis02-2331	184	1	currently	currently	ADV
ajis02-2331	184	2	,	,	PUNCT
ajis02-2331	184	3	the	the	DET
ajis02-2331	184	4	crawlers	crawler	NOUN
ajis02-2331	184	5	emerge	emerge	VERB
ajis02-2331	184	6	with	with	ADP
ajis02-2331	184	7	large	large	ADJ
ajis02-2331	184	8	-	-	PUNCT
ajis02-2331	184	9	size	size	NOUN
ajis02-2331	184	10	scripts	script	NOUN
ajis02-2331	184	11	,	,	PUNCT
ajis02-2331	184	12	complexity	complexity	NOUN
ajis02-2331	184	13	and	and	CCONJ
ajis02-2331	184	14	rapid	rapid	ADJ
ajis02-2331	184	15	growth	growth	NOUN
ajis02-2331	184	16	of	of	ADP
ajis02-2331	184	17	the	the	DET
ajis02-2331	184	18	www	www	NOUN
ajis02-2331	184	19	.	.	PROPN
ajis02-2331	184	20	with	with	ADP
ajis02-2331	184	21	the	the	DET
ajis02-2331	184	22	result	result	NOUN
ajis02-2331	184	23	,	,	PUNCT
ajis02-2331	184	24	the	the	DET
ajis02-2331	184	25	page	page	NOUN
ajis02-2331	184	26	selection	selection	NOUN
ajis02-2331	184	27	,	,	PUNCT
ajis02-2331	184	28	importance	importance	NOUN
ajis02-2331	184	29	,	,	PUNCT
ajis02-2331	184	30	recency	recency	NOUN
ajis02-2331	184	31	and	and	CCONJ
ajis02-2331	184	32	refresh	refresh	NOUN
ajis02-2331	184	33	options	option	NOUN
ajis02-2331	184	34	create	create	VERB
ajis02-2331	184	35	many	many	ADJ
ajis02-2331	184	36	operational	operational	ADJ
ajis02-2331	184	37	challenges	challenge	NOUN
ajis02-2331	184	38	,	,	PUNCT
ajis02-2331	184	39	including	include	VERB
ajis02-2331	184	40	limitation	limitation	NOUN
ajis02-2331	184	41	of	of	ADP
ajis02-2331	184	42	network	network	NOUN
ajis02-2331	184	43	bandwidth	bandwidth	NOUN
ajis02-2331	184	44	and	and	CCONJ
ajis02-2331	184	45	disk	disk	NOUN
ajis02-2331	184	46	space	space	NOUN
ajis02-2331	184	47	needed	need	VERB
ajis02-2331	184	48	to	to	PART
ajis02-2331	184	49	run	run	VERB
ajis02-2331	184	50	the	the	DET
ajis02-2331	184	51	isf	isf	PROPN
ajis02-2331	184	52	.	.	PUNCT
ajis02-2331	185	1	other	other	ADJ
ajis02-2331	185	2	constraints	constraint	NOUN
ajis02-2331	185	3	are	be	AUX
ajis02-2331	185	4	the	the	DET
ajis02-2331	185	5	rapid	rapid	ADJ
ajis02-2331	185	6	update	update	NOUN
ajis02-2331	185	7	of	of	ADP
ajis02-2331	185	8	web	web	NOUN
ajis02-2331	185	9	content	content	NOUN
ajis02-2331	185	10	which	which	PRON
ajis02-2331	185	11	can	can	AUX
ajis02-2331	185	12	make	make	VERB
ajis02-2331	185	13	crawled	crawl	VERB
ajis02-2331	185	14	pages	page	NOUN
ajis02-2331	185	15	obsolete	obsolete	ADJ
ajis02-2331	185	16	,	,	PUNCT
ajis02-2331	185	17	and	and	CCONJ
ajis02-2331	185	18	limited	limited	ADJ
ajis02-2331	185	19	coverage	coverage	NOUN
ajis02-2331	185	20	of	of	ADP
ajis02-2331	185	21	web	web	NOUN
ajis02-2331	185	22	content	content	NOUN
ajis02-2331	185	23	of	of	ADP
ajis02-2331	185	24	a	a	DET
ajis02-2331	185	25	crawler	crawler	NOUN
ajis02-2331	185	26	has	have	VERB
ajis02-2331	185	27	the	the	DET
ajis02-2331	185	28	potential	potential	NOUN
ajis02-2331	185	29	of	of	ADP
ajis02-2331	185	30	missing	miss	VERB
ajis02-2331	185	31	relevant	relevant	ADJ
ajis02-2331	185	32	data	datum	NOUN
ajis02-2331	185	33	from	from	ADP
ajis02-2331	185	34	the	the	DET
ajis02-2331	185	35	web	web	NOUN
ajis02-2331	185	36	(	(	PUNCT
ajis02-2331	185	37	baeza	baeza	PROPN
ajis02-2331	185	38	-	-	PUNCT
ajis02-2331	185	39	yates	yates	PROPN
ajis02-2331	185	40	et	et	PROPN
ajis02-2331	185	41	al	al	PROPN
ajis02-2331	185	42	.	.	PROPN
ajis02-2331	185	43	2005	2005	NUM
ajis02-2331	185	44	)	)	PUNCT
ajis02-2331	185	45	.	.	PUNCT
ajis02-2331	186	1	as	as	ADP
ajis02-2331	186	2	a	a	DET
ajis02-2331	186	3	consequence	consequence	NOUN
ajis02-2331	186	4	,	,	PUNCT
ajis02-2331	186	5	in	in	ADP
ajis02-2331	186	6	addition	addition	NOUN
ajis02-2331	186	7	to	to	ADP
ajis02-2331	186	8	regular	regular	ADJ
ajis02-2331	186	9	page	page	NOUN
ajis02-2331	186	10	refresh	refresh	NOUN
ajis02-2331	186	11	,	,	PUNCT
ajis02-2331	186	12	crawlers	crawler	NOUN
ajis02-2331	186	13	should	should	AUX
ajis02-2331	186	14	focus	focus	VERB
ajis02-2331	186	15	on	on	ADP
ajis02-2331	186	16	the	the	DET
ajis02-2331	186	17	effectiveness	effectiveness	NOUN
ajis02-2331	186	18	of	of	ADP
ajis02-2331	186	19	crawling	crawling	NOUN
ajis02-2331	186	20	.	.	PUNCT
ajis02-2331	187	1	usually	usually	ADV
ajis02-2331	187	2	,	,	PUNCT
ajis02-2331	187	3	a	a	DET
ajis02-2331	187	4	crawler	crawler	NOUN
ajis02-2331	187	5	starts	start	VERB
ajis02-2331	187	6	with	with	ADP
ajis02-2331	187	7	an	an	DET
ajis02-2331	187	8	initial	initial	ADJ
ajis02-2331	187	9	set	set	NOUN
ajis02-2331	187	10	of	of	ADP
ajis02-2331	187	11	urls	url	NOUN
ajis02-2331	187	12	that	that	PRON
ajis02-2331	187	13	are	be	AUX
ajis02-2331	187	14	placed	place	VERB
ajis02-2331	187	15	in	in	ADP
ajis02-2331	187	16	a	a	DET
ajis02-2331	187	17	queue	queue	NOUN
ajis02-2331	187	18	and	and	CCONJ
ajis02-2331	187	19	are	be	AUX
ajis02-2331	187	20	prioritised	prioritise	VERB
ajis02-2331	187	21	.	.	PUNCT
ajis02-2331	188	1	a	a	DET
ajis02-2331	188	2	url	url	NOUN
ajis02-2331	188	3	is	be	AUX
ajis02-2331	188	4	selected	select	VERB
ajis02-2331	188	5	based	base	VERB
ajis02-2331	188	6	on	on	ADP
ajis02-2331	188	7	specific	specific	ADJ
ajis02-2331	188	8	ordering	ordering	NOUN
ajis02-2331	188	9	strategies	strategy	NOUN
ajis02-2331	188	10	.	.	PUNCT
ajis02-2331	189	1	the	the	DET
ajis02-2331	189	2	crawlers	crawler	NOUN
ajis02-2331	189	3	download	download	VERB
ajis02-2331	189	4	web	web	NOUN
ajis02-2331	189	5	pages	page	NOUN
ajis02-2331	189	6	,	,	PUNCT
ajis02-2331	189	7	extract	extract	VERB
ajis02-2331	189	8	urls	url	NOUN
ajis02-2331	189	9	from	from	ADP
ajis02-2331	189	10	the	the	DET
ajis02-2331	189	11	downloaded	download	VERB
ajis02-2331	189	12	pages	page	NOUN
ajis02-2331	189	13	,	,	PUNCT
ajis02-2331	189	14	and	and	CCONJ
ajis02-2331	189	15	put	put	VERB
ajis02-2331	189	16	the	the	DET
ajis02-2331	189	17	new	new	ADJ
ajis02-2331	189	18	urls	url	NOUN
ajis02-2331	189	19	in	in	ADP
ajis02-2331	189	20	the	the	DET
ajis02-2331	189	21	queue	queue	NOUN
ajis02-2331	189	22	,	,	PUNCT
ajis02-2331	189	23	expanding	expand	VERB
ajis02-2331	189	24	into	into	ADP
ajis02-2331	189	25	(	(	PUNCT
ajis02-2331	189	26	crawling	crawling	NOUN
ajis02-2331	189	27	)	)	PUNCT
ajis02-2331	189	28	relevant	relevant	ADJ
ajis02-2331	189	29	websites	website	NOUN
ajis02-2331	189	30	.	.	PUNCT
ajis02-2331	190	1	this	this	DET
ajis02-2331	190	2	process	process	NOUN
ajis02-2331	190	3	is	be	AUX
ajis02-2331	190	4	repeated	repeat	VERB
ajis02-2331	190	5	until	until	SCONJ
ajis02-2331	190	6	crawlers	crawler	NOUN
ajis02-2331	190	7	decide	decide	VERB
ajis02-2331	190	8	to	to	PART
ajis02-2331	190	9	terminate	terminate	VERB
ajis02-2331	190	10	.	.	PUNCT
ajis02-2331	191	1	prioritising	prioritise	VERB
ajis02-2331	191	2	the	the	DET
ajis02-2331	191	3	urls	url	NOUN
ajis02-2331	191	4	in	in	ADP
ajis02-2331	191	5	the	the	DET
ajis02-2331	191	6	queue	queue	NOUN
ajis02-2331	191	7	and	and	CCONJ
ajis02-2331	191	8	setting	set	VERB
ajis02-2331	191	9	the	the	DET
ajis02-2331	191	10	stop	stop	NOUN
ajis02-2331	191	11	conditions	condition	NOUN
ajis02-2331	191	12	are	be	AUX
ajis02-2331	191	13	both	both	PRON
ajis02-2331	191	14	related	relate	VERB
ajis02-2331	191	15	to	to	ADP
ajis02-2331	191	16	estimating	estimate	VERB
ajis02-2331	191	17	,	,	PUNCT
ajis02-2331	191	18	or	or	CCONJ
ajis02-2331	191	19	measuring	measure	VERB
ajis02-2331	191	20	the	the	DET
ajis02-2331	191	21	relevance	relevance	NOUN
ajis02-2331	191	22	of	of	ADP
ajis02-2331	191	23	the	the	DET
ajis02-2331	191	24	url	url	NOUN
ajis02-2331	191	25	content	content	NOUN
ajis02-2331	191	26	to	to	ADP
ajis02-2331	191	27	the	the	DET
ajis02-2331	191	28	semantic	semantic	ADJ
ajis02-2331	191	29	need	need	NOUN
ajis02-2331	191	30	of	of	ADP
ajis02-2331	191	31	digital	digital	ADJ
ajis02-2331	191	32	web	web	NOUN
ajis02-2331	191	33	ecosystems	ecosystem	NOUN
ajis02-2331	191	34	.	.	PUNCT
ajis02-2331	192	1	pagerank	pagerank	NOUN
ajis02-2331	192	2	(	(	PUNCT
ajis02-2331	192	3	brin	brin	PROPN
ajis02-2331	192	4	and	and	CCONJ
ajis02-2331	192	5	page	page	NOUN
ajis02-2331	192	6	,	,	PUNCT
ajis02-2331	192	7	1998	1998	NUM
ajis02-2331	192	8	)	)	PUNCT
ajis02-2331	192	9	is	be	AUX
ajis02-2331	192	10	used	use	VERB
ajis02-2331	192	11	to	to	PART
ajis02-2331	192	12	evaluate	evaluate	VERB
ajis02-2331	192	13	the	the	DET
ajis02-2331	192	14	relevance	relevance	NOUN
ajis02-2331	192	15	of	of	ADP
ajis02-2331	192	16	web	web	NOUN
ajis02-2331	192	17	pages	page	NOUN
ajis02-2331	192	18	.	.	PUNCT
ajis02-2331	193	1	supposed	suppose	VERB
ajis02-2331	193	2	that	that	SCONJ
ajis02-2331	193	3	at	at	ADP
ajis02-2331	193	4	a	a	DET
ajis02-2331	193	5	given	give	VERB
ajis02-2331	193	6	time	time	NOUN
ajis02-2331	193	7	,	,	PUNCT
ajis02-2331	193	8	one	one	NUM
ajis02-2331	193	9	web	web	NOUN
ajis02-2331	193	10	surfer	surfer	NOUN
ajis02-2331	193	11	may	may	AUX
ajis02-2331	193	12	follow	follow	VERB
ajis02-2331	193	13	a	a	DET
ajis02-2331	193	14	link	link	NOUN
ajis02-2331	193	15	with	with	ADP
ajis02-2331	193	16	fixed	fix	VERB
ajis02-2331	193	17	probability	probability	NOUN
ajis02-2331	193	18	δ	δ	PROPN
ajis02-2331	193	19	,	,	PUNCT
ajis02-2331	193	20	then	then	ADV
ajis02-2331	193	21	the	the	DET
ajis02-2331	193	22	probability	probability	NOUN
ajis02-2331	193	23	of	of	ADP
ajis02-2331	193	24	selecting	select	VERB
ajis02-2331	193	25	a	a	DET
ajis02-2331	193	26	page	page	NOUN
ajis02-2331	193	27	uniformly	uniformly	ADV
ajis02-2331	193	28	at	at	ADP
ajis02-2331	193	29	random	random	ADJ
ajis02-2331	193	30	and	and	CCONJ
ajis02-2331	193	31	jumping	jump	VERB
ajis02-2331	193	32	to	to	ADP
ajis02-2331	193	33	the	the	DET
ajis02-2331	193	34	page	page	NOUN
ajis02-2331	193	35	is	be	AUX
ajis02-2331	193	36	1	1	NUM
ajis02-2331	193	37	–	–	PUNCT
ajis02-2331	193	38	δ	δ	PROPN
ajis02-2331	193	39	.	.	PUNCT
ajis02-2331	194	1	if	if	SCONJ
ajis02-2331	194	2	the	the	DET
ajis02-2331	194	3	user	user	NOUN
ajis02-2331	194	4	can	can	AUX
ajis02-2331	194	5	browse	browse	VERB
ajis02-2331	194	6	australasian	australasian	ADJ
ajis02-2331	194	7	journal	journal	NOUN
ajis02-2331	194	8	of	of	ADP
ajis02-2331	194	9	information	information	NOUN
ajis02-2331	194	10	systems	systems	PROPN
ajis02-2331	194	11	zhu	zhu	PROPN
ajis02-2331	194	12	,	,	PUNCT
ajis02-2331	194	13	nimmagadda	nimmagadda	NOUN
ajis02-2331	194	14	,	,	PUNCT
ajis02-2331	194	15	reiners	reiner	NOUN
ajis02-2331	194	16	&	&	CCONJ
ajis02-2331	194	17	rudra	rudra	PROPN
ajis02-2331	194	18	2020	2020	NUM
ajis02-2331	194	19	,	,	PUNCT
ajis02-2331	194	20	vol	vol	NOUN
ajis02-2331	194	21	24	24	NUM
ajis02-2331	194	22	,	,	PUNCT
ajis02-2331	194	23	research	research	NOUN
ajis02-2331	194	24	article	article	NOUN
ajis02-2331	194	25	integrated	integrate	VERB
ajis02-2331	194	26	search	search	NOUN
ajis02-2331	194	27	framework	framework	NOUN
ajis02-2331	194	28	for	for	ADP
ajis02-2331	194	29	the	the	DET
ajis02-2331	194	30	knowledge	knowledge	NOUN
ajis02-2331	194	31	-	-	PUNCT
ajis02-2331	194	32	based	base	VERB
ajis02-2331	194	33	web	web	NOUN
ajis02-2331	194	34	ecosystem	ecosystem	NOUN
ajis02-2331	194	35	9	9	NUM
ajis02-2331	194	36	the	the	DET
ajis02-2331	194	37	web	web	NOUN
ajis02-2331	194	38	quickly	quickly	ADV
ajis02-2331	194	39	and	and	CCONJ
ajis02-2331	194	40	tirelessly	tirelessly	ADV
ajis02-2331	194	41	,	,	PUNCT
ajis02-2331	194	42	the	the	DET
ajis02-2331	194	43	value	value	NOUN
ajis02-2331	194	44	of	of	ADP
ajis02-2331	194	45	pagerank	pagerank	PROPN
ajis02-2331	194	46	γ(α	γ(α	PROPN
ajis02-2331	194	47	)	)	PUNCT
ajis02-2331	194	48	is	be	AUX
ajis02-2331	194	49	an	an	DET
ajis02-2331	194	50	estimator	estimator	NOUN
ajis02-2331	194	51	of	of	ADP
ajis02-2331	194	52	the	the	DET
ajis02-2331	194	53	probability	probability	NOUN
ajis02-2331	194	54	that	that	SCONJ
ajis02-2331	194	55	the	the	DET
ajis02-2331	194	56	surfer	surfer	NOUN
ajis02-2331	194	57	visits	visit	VERB
ajis02-2331	194	58	page	page	NOUN
ajis02-2331	194	59	α	α	NOUN
ajis02-2331	194	60	.	.	PUNCT
ajis02-2331	195	1	𝑟(𝛼	𝑟(𝛼	NOUN
ajis02-2331	195	2	)	)	PUNCT
ajis02-2331	196	1	=	=	SYM
ajis02-2331	196	2	𝛿	𝛿	PRON
ajis02-2331	196	3	∙	∙	PROPN
ajis02-2331	196	4	(	(	PUNCT
ajis02-2331	196	5	∑	∑	PROPN
ajis02-2331	196	6	𝑟(𝛽	𝑟(𝛽	NOUN
ajis02-2331	196	7	)	)	PUNCT
ajis02-2331	196	8	𝑜(𝛽	𝑜(𝛽	NOUN
ajis02-2331	196	9	)	)	PUNCT
ajis02-2331	196	10	𝛽→𝛼	𝛽→𝛼	PROPN
ajis02-2331	196	11	+	+	CCONJ
ajis02-2331	196	12	∑	∑	PROPN
ajis02-2331	196	13	𝑟(𝛾	𝑟(𝛾	PROPN
ajis02-2331	196	14	)	)	PUNCT
ajis02-2331	197	1	𝑁	𝑁	PROPN
ajis02-2331	197	2	𝛾𝜖𝛤	𝛾𝜖𝛤	NOUN
ajis02-2331	197	3	)	)	PUNCT
ajis02-2331	198	1	+	+	CCONJ
ajis02-2331	198	2	(	(	PUNCT
ajis02-2331	198	3	1	1	NUM
ajis02-2331	198	4	−	−	NOUN
ajis02-2331	198	5	𝛿	𝛿	X
ajis02-2331	198	6	)	)	PUNCT
ajis02-2331	198	7	∙	∙	PROPN
ajis02-2331	198	8	∑	∑	PUNCT
ajis02-2331	198	9	𝑟(𝛼	𝑟(𝛼	NOUN
ajis02-2331	198	10	)	)	PUNCT
ajis02-2331	199	1	𝑁	𝑁	PROPN
ajis02-2331	199	2	𝛼𝜖𝛷	𝛼𝜖𝛷	NOUN
ajis02-2331	199	3	where	where	SCONJ
ajis02-2331	199	4	β→α	β→α	NUM
ajis02-2331	199	5	is	be	AUX
ajis02-2331	199	6	the	the	DET
ajis02-2331	199	7	set	set	NOUN
ajis02-2331	199	8	of	of	ADP
ajis02-2331	199	9	all	all	DET
ajis02-2331	199	10	pages	page	NOUN
ajis02-2331	199	11	that	that	PRON
ajis02-2331	199	12	point	point	VERB
ajis02-2331	199	13	to	to	ADP
ajis02-2331	199	14	page	page	NOUN
ajis02-2331	199	15	α	α	NOUN
ajis02-2331	199	16	,	,	PUNCT
ajis02-2331	199	17	and	and	CCONJ
ajis02-2331	199	18	o	o	X
ajis02-2331	199	19	(	(	PUNCT
ajis02-2331	199	20	β	β	NOUN
ajis02-2331	199	21	)	)	PUNCT
ajis02-2331	199	22	is	be	AUX
ajis02-2331	199	23	the	the	DET
ajis02-2331	199	24	total	total	ADJ
ajis02-2331	199	25	number	number	NOUN
ajis02-2331	199	26	of	of	ADP
ajis02-2331	199	27	out	out	ADP
ajis02-2331	199	28	links	link	NOUN
ajis02-2331	199	29	from	from	ADP
ajis02-2331	199	30	page	page	NOUN
ajis02-2331	199	31	β	β	NOUN
ajis02-2331	199	32	.	.	PUNCT
ajis02-2331	200	1	γ	γ	PROPN
ajis02-2331	200	2	is	be	AUX
ajis02-2331	200	3	the	the	DET
ajis02-2331	200	4	set	set	NOUN
ajis02-2331	200	5	of	of	ADP
ajis02-2331	200	6	all	all	DET
ajis02-2331	200	7	sink	sink	NOUN
ajis02-2331	200	8	pages	page	NOUN
ajis02-2331	200	9	,	,	PUNCT
ajis02-2331	200	10	which	which	PRON
ajis02-2331	200	11	also	also	ADV
ajis02-2331	200	12	contribute	contribute	VERB
ajis02-2331	200	13	its	its	PRON
ajis02-2331	200	14	page	page	NOUN
ajis02-2331	200	15	rank	rank	NOUN
ajis02-2331	200	16	to	to	ADP
ajis02-2331	200	17	α	α	PRON
ajis02-2331	200	18	.	.	PUNCT
ajis02-2331	201	1	further	far	ADV
ajis02-2331	201	2	,	,	PUNCT
ajis02-2331	201	3	since	since	SCONJ
ajis02-2331	201	4	the	the	DET
ajis02-2331	201	5	choice	choice	NOUN
ajis02-2331	201	6	of	of	ADP
ajis02-2331	201	7	α	α	PROPN
ajis02-2331	201	8	is	be	AUX
ajis02-2331	201	9	arbitrary	arbitrary	ADJ
ajis02-2331	201	10	,	,	PUNCT
ajis02-2331	201	11	so	so	ADV
ajis02-2331	201	12	we	we	PRON
ajis02-2331	201	13	have	have	VERB
ajis02-2331	201	14	∑	∑	ADV
ajis02-2331	201	15	𝑟(𝛼	𝑟(𝛼	NOUN
ajis02-2331	201	16	)	)	PUNCT
ajis02-2331	201	17	=	=	SYM
ajis02-2331	201	18	𝑁𝛼𝜖𝛷	𝑁𝛼𝜖𝛷	PROPN
ajis02-2331	201	19	,	,	PUNCT
ajis02-2331	201	20	thus	thus	ADV
ajis02-2331	201	21	𝑟(𝛼	𝑟(𝛼	NOUN
ajis02-2331	201	22	)	)	PUNCT
ajis02-2331	201	23	=	=	SYM
ajis02-2331	201	24	𝛿	𝛿	PRON
ajis02-2331	201	25	∙	∙	PROPN
ajis02-2331	201	26	(	(	PUNCT
ajis02-2331	201	27	∑	∑	PROPN
ajis02-2331	201	28	𝑟(𝛽	𝑟(𝛽	NOUN
ajis02-2331	201	29	)	)	PUNCT
ajis02-2331	201	30	𝑜(𝛽	𝑜(𝛽	NOUN
ajis02-2331	201	31	)	)	PUNCT
ajis02-2331	201	32	𝛽→𝛼	𝛽→𝛼	PROPN
ajis02-2331	202	1	+	+	CCONJ
ajis02-2331	202	2	∑	∑	PROPN
ajis02-2331	202	3	𝑟(𝛾	𝑟(𝛾	PROPN
ajis02-2331	202	4	)	)	PUNCT
ajis02-2331	202	5	𝑁	𝑁	PROPN
ajis02-2331	202	6	𝛾𝜖𝛤	𝛾𝜖𝛤	NOUN
ajis02-2331	202	7	)	)	PUNCT
ajis02-2331	203	1	+	+	CCONJ
ajis02-2331	203	2	(	(	PUNCT
ajis02-2331	203	3	1	1	NUM
ajis02-2331	203	4	−	−	NOUN
ajis02-2331	203	5	𝛿	𝛿	ADJ
ajis02-2331	203	6	)	)	PUNCT
ajis02-2331	203	7	figure	figure	NOUN
ajis02-2331	203	8	2	2	NUM
ajis02-2331	203	9	:	:	PUNCT
ajis02-2331	203	10	the	the	DET
ajis02-2331	203	11	crawling	crawl	VERB
ajis02-2331	203	12	strategy	strategy	NOUN
ajis02-2331	203	13	for	for	ADP
ajis02-2331	203	14	the	the	DET
ajis02-2331	203	15	isf	isf	PROPN
ajis02-2331	203	16	as	as	SCONJ
ajis02-2331	203	17	illustrated	illustrate	VERB
ajis02-2331	203	18	in	in	ADP
ajis02-2331	203	19	figure	figure	NOUN
ajis02-2331	203	20	2	2	NUM
ajis02-2331	203	21	,	,	PUNCT
ajis02-2331	203	22	the	the	DET
ajis02-2331	203	23	proposed	propose	VERB
ajis02-2331	203	24	crawling	crawling	NOUN
ajis02-2331	203	25	strategy	strategy	NOUN
ajis02-2331	203	26	consists	consist	VERB
ajis02-2331	203	27	of	of	ADP
ajis02-2331	203	28	the	the	DET
ajis02-2331	203	29	following	following	ADJ
ajis02-2331	203	30	stages	stage	NOUN
ajis02-2331	203	31	.	.	PUNCT
ajis02-2331	204	1	firstly	firstly	ADV
ajis02-2331	204	2	,	,	PUNCT
ajis02-2331	204	3	a	a	DET
ajis02-2331	204	4	set	set	NOUN
ajis02-2331	204	5	of	of	ADP
ajis02-2331	204	6	seed	seed	NOUN
ajis02-2331	204	7	urls	url	NOUN
ajis02-2331	204	8	,	,	PUNCT
ajis02-2331	204	9	which	which	PRON
ajis02-2331	204	10	contains	contain	VERB
ajis02-2331	204	11	all	all	DET
ajis02-2331	204	12	relevant	relevant	ADJ
ajis02-2331	204	13	websites	website	NOUN
ajis02-2331	204	14	picked	pick	VERB
ajis02-2331	204	15	up	up	ADP
ajis02-2331	204	16	by	by	ADP
ajis02-2331	204	17	ecosystem	ecosystem	NOUN
ajis02-2331	204	18	domain	domain	NOUN
ajis02-2331	204	19	experts	expert	NOUN
ajis02-2331	204	20	,	,	PUNCT
ajis02-2331	204	21	is	be	AUX
ajis02-2331	204	22	created	create	VERB
ajis02-2331	204	23	and	and	CCONJ
ajis02-2331	204	24	stored	store	VERB
ajis02-2331	204	25	in	in	ADP
ajis02-2331	204	26	a	a	DET
ajis02-2331	204	27	url	url	X
ajis02-2331	204	28	link	link	NOUN
ajis02-2331	204	29	-	-	PUNCT
ajis02-2331	204	30	database	database	NOUN
ajis02-2331	204	31	(	(	PUNCT
ajis02-2331	204	32	linkdb	linkdb	NOUN
ajis02-2331	204	33	)	)	PUNCT
ajis02-2331	204	34	.	.	PUNCT
ajis02-2331	205	1	the	the	DET
ajis02-2331	205	2	set	set	NOUN
ajis02-2331	205	3	of	of	ADP
ajis02-2331	205	4	urls	url	NOUN
ajis02-2331	205	5	are	be	AUX
ajis02-2331	205	6	then	then	ADV
ajis02-2331	205	7	injected	inject	VERB
ajis02-2331	205	8	in	in	ADP
ajis02-2331	205	9	the	the	DET
ajis02-2331	205	10	url	url	NOUN
ajis02-2331	205	11	list	list	NOUN
ajis02-2331	205	12	(	(	PUNCT
ajis02-2331	205	13	urls	url	NOUN
ajis02-2331	205	14	,	,	PUNCT
ajis02-2331	205	15	also	also	ADV
ajis02-2331	205	16	url	url	VERB
ajis02-2331	205	17	frontier	frontier	NOUN
ajis02-2331	205	18	)	)	PUNCT
ajis02-2331	205	19	.	.	PUNCT
ajis02-2331	206	1	the	the	DET
ajis02-2331	206	2	seed	seed	NOUN
ajis02-2331	206	3	url	url	NOUN
ajis02-2331	206	4	list	list	NOUN
ajis02-2331	206	5	is	be	AUX
ajis02-2331	206	6	adjustable	adjustable	ADJ
ajis02-2331	206	7	based	base	VERB
ajis02-2331	206	8	on	on	ADP
ajis02-2331	206	9	users	user	NOUN
ajis02-2331	206	10	’	’	PART
ajis02-2331	206	11	business	business	NOUN
ajis02-2331	206	12	requirements	requirement	NOUN
ajis02-2331	206	13	.	.	PUNCT
ajis02-2331	207	1	for	for	ADP
ajis02-2331	207	2	example	example	NOUN
ajis02-2331	207	3	,	,	PUNCT
ajis02-2331	207	4	an	an	DET
ajis02-2331	207	5	environmental	environmental	ADJ
ajis02-2331	207	6	research	research	NOUN
ajis02-2331	207	7	institute	institute	NOUN
ajis02-2331	207	8	can	can	AUX
ajis02-2331	207	9	put	put	VERB
ajis02-2331	207	10	only	only	ADV
ajis02-2331	207	11	a	a	DET
ajis02-2331	207	12	list	list	NOUN
ajis02-2331	207	13	of	of	ADP
ajis02-2331	207	14	websites	website	NOUN
ajis02-2331	207	15	related	relate	VERB
ajis02-2331	207	16	to	to	ADP
ajis02-2331	207	17	their	their	PRON
ajis02-2331	207	18	research	research	NOUN
ajis02-2331	207	19	interest	interest	NOUN
ajis02-2331	207	20	into	into	ADP
ajis02-2331	207	21	the	the	DET
ajis02-2331	207	22	seed	seed	NOUN
ajis02-2331	207	23	url	url	NOUN
ajis02-2331	207	24	list	list	NOUN
ajis02-2331	207	25	,	,	PUNCT
ajis02-2331	207	26	such	such	ADJ
ajis02-2331	207	27	as	as	ADP
ajis02-2331	207	28	www.environmentalscience.org/sustainability	www.environmentalscience.org/sustainability	NOUN
ajis02-2331	207	29	and	and	CCONJ
ajis02-2331	207	30	environmentalprofessionalsnetwork.com/.	environmentalprofessionalsnetwork.com/.	PROPN
ajis02-2331	207	31	with	with	ADP
ajis02-2331	207	32	the	the	DET
ajis02-2331	207	33	seed	seed	NOUN
ajis02-2331	207	34	urls	url	NOUN
ajis02-2331	207	35	injected	inject	VERB
ajis02-2331	207	36	into	into	ADP
ajis02-2331	207	37	the	the	DET
ajis02-2331	207	38	url	url	NOUN
ajis02-2331	207	39	frontier	frontier	NOUN
ajis02-2331	207	40	,	,	PUNCT
ajis02-2331	207	41	a	a	DET
ajis02-2331	207	42	crawler	crawler	NOUN
ajis02-2331	207	43	downloads	download	VERB
ajis02-2331	207	44	all	all	DET
ajis02-2331	207	45	webpages	webpage	NOUN
ajis02-2331	207	46	in	in	ADP
ajis02-2331	207	47	the	the	DET
ajis02-2331	207	48	urls	url	NOUN
ajis02-2331	207	49	and	and	CCONJ
ajis02-2331	207	50	stores	store	NOUN
ajis02-2331	207	51	the	the	DET
ajis02-2331	207	52	extracted	extract	VERB
ajis02-2331	207	53	content	content	NOUN
ajis02-2331	207	54	into	into	ADP
ajis02-2331	207	55	a	a	DET
ajis02-2331	207	56	database	database	NOUN
ajis02-2331	207	57	(	(	PUNCT
ajis02-2331	207	58	db	db	PROPN
ajis02-2331	207	59	)	)	PUNCT
ajis02-2331	207	60	.	.	PUNCT
ajis02-2331	208	1	a	a	DET
ajis02-2331	208	2	search	search	NOUN
ajis02-2331	208	3	engine	engine	NOUN
ajis02-2331	208	4	indexes	index	VERB
ajis02-2331	208	5	the	the	DET
ajis02-2331	208	6	content	content	NOUN
ajis02-2331	208	7	after	after	SCONJ
ajis02-2331	208	8	the	the	DET
ajis02-2331	208	9	documents	document	NOUN
ajis02-2331	208	10	are	be	AUX
ajis02-2331	208	11	pre	pre	ADJ
ajis02-2331	208	12	-	-	VERB
ajis02-2331	208	13	processed	processed	ADJ
ajis02-2331	208	14	(	(	PUNCT
ajis02-2331	208	15	stop	stop	VERB
ajis02-2331	208	16	word	word	NOUN
ajis02-2331	208	17	removing	removing	NOUN
ajis02-2331	208	18	,	,	PUNCT
ajis02-2331	208	19	stemming	stemming	NOUN
ajis02-2331	208	20	,	,	PUNCT
ajis02-2331	208	21	named	name	VERB
ajis02-2331	208	22	entity	entity	NOUN
ajis02-2331	208	23	extraction	extraction	NOUN
ajis02-2331	208	24	)	)	PUNCT
ajis02-2331	208	25	.	.	PUNCT
ajis02-2331	209	1	at	at	ADP
ajis02-2331	209	2	the	the	DET
ajis02-2331	209	3	same	same	ADJ
ajis02-2331	209	4	time	time	NOUN
ajis02-2331	209	5	,	,	PUNCT
ajis02-2331	209	6	urls	url	NOUN
ajis02-2331	209	7	contained	contain	VERB
ajis02-2331	209	8	in	in	ADP
ajis02-2331	209	9	the	the	DET
ajis02-2331	209	10	downloaded	download	VERB
ajis02-2331	209	11	webpages	webpage	NOUN
ajis02-2331	209	12	are	be	AUX
ajis02-2331	209	13	extracted	extract	VERB
ajis02-2331	209	14	and	and	CCONJ
ajis02-2331	209	15	then	then	ADV
ajis02-2331	209	16	put	put	VERB
ajis02-2331	209	17	into	into	ADP
ajis02-2331	209	18	linkdb	linkdb	NOUN
ajis02-2331	209	19	after	after	ADP
ajis02-2331	209	20	duplicates	duplicate	NOUN
ajis02-2331	209	21	and	and	CCONJ
ajis02-2331	209	22	irrelevant	irrelevant	ADJ
ajis02-2331	209	23	urls	url	NOUN
ajis02-2331	209	24	are	be	AUX
ajis02-2331	209	25	removed	remove	VERB
ajis02-2331	209	26	by	by	ADP
ajis02-2331	209	27	applying	apply	VERB
ajis02-2331	209	28	a	a	DET
ajis02-2331	209	29	filtering	filtering	NOUN
ajis02-2331	209	30	strategy	strategy	NOUN
ajis02-2331	209	31	,	,	PUNCT
ajis02-2331	209	32	which	which	PRON
ajis02-2331	209	33	preserves	preserve	VERB
ajis02-2331	209	34	only	only	ADV
ajis02-2331	209	35	pages	page	NOUN
ajis02-2331	209	36	that	that	PRON
ajis02-2331	209	37	are	be	AUX
ajis02-2331	209	38	crawled	crawl	VERB
ajis02-2331	209	39	from	from	ADP
ajis02-2331	209	40	the	the	DET
ajis02-2331	209	41	domains	domain	NOUN
ajis02-2331	209	42	included	include	VERB
ajis02-2331	209	43	in	in	ADP
ajis02-2331	209	44	the	the	DET
ajis02-2331	209	45	seed	seed	NOUN
ajis02-2331	209	46	urls	url	NOUN
ajis02-2331	209	47	.	.	PUNCT
ajis02-2331	210	1	for	for	ADP
ajis02-2331	210	2	all	all	DET
ajis02-2331	210	3	the	the	DET
ajis02-2331	210	4	downloaded	download	VERB
ajis02-2331	210	5	webpages	webpage	NOUN
ajis02-2331	210	6	in	in	ADP
ajis02-2331	210	7	the	the	DET
ajis02-2331	210	8	db	db	PROPN
ajis02-2331	210	9	,	,	PUNCT
ajis02-2331	210	10	some	some	PRON
ajis02-2331	210	11	of	of	ADP
ajis02-2331	210	12	them	they	PRON
ajis02-2331	210	13	may	may	AUX
ajis02-2331	210	14	not	not	PART
ajis02-2331	210	15	be	be	AUX
ajis02-2331	210	16	as	as	ADV
ajis02-2331	210	17	relevant	relevant	ADJ
ajis02-2331	210	18	as	as	ADP
ajis02-2331	210	19	others	other	NOUN
ajis02-2331	210	20	.	.	PUNCT
ajis02-2331	211	1	therefore	therefore	ADV
ajis02-2331	211	2	,	,	PUNCT
ajis02-2331	211	3	a	a	DET
ajis02-2331	211	4	document	document	NOUN
ajis02-2331	211	5	categorisation	categorisation	NOUN
ajis02-2331	211	6	algorithm	algorithm	NOUN
ajis02-2331	211	7	such	such	ADJ
ajis02-2331	211	8	as	as	ADP
ajis02-2331	211	9	support	support	NOUN
ajis02-2331	211	10	vector	vector	NOUN
ajis02-2331	211	11	machines	machine	NOUN
ajis02-2331	211	12	is	be	AUX
ajis02-2331	211	13	trained	train	VERB
ajis02-2331	211	14	by	by	ADP
ajis02-2331	211	15	using	use	VERB
ajis02-2331	211	16	existing	exist	VERB
ajis02-2331	211	17	documents	document	NOUN
ajis02-2331	211	18	stored	store	VERB
ajis02-2331	211	19	in	in	ADP
ajis02-2331	211	20	the	the	DET
ajis02-2331	211	21	ecosystem	ecosystem	NOUN
ajis02-2331	211	22	as	as	ADP
ajis02-2331	211	23	a	a	DET
ajis02-2331	211	24	training	training	NOUN
ajis02-2331	211	25	data	datum	NOUN
ajis02-2331	211	26	set	set	VERB
ajis02-2331	211	27	.	.	PUNCT
ajis02-2331	212	1	only	only	ADV
ajis02-2331	212	2	the	the	DET
ajis02-2331	212	3	relevant	relevant	ADJ
ajis02-2331	212	4	documents	document	NOUN
ajis02-2331	212	5	moved	move	VERB
ajis02-2331	212	6	from	from	ADP
ajis02-2331	212	7	db	db	PROPN
ajis02-2331	212	8	to	to	ADP
ajis02-2331	212	9	the	the	DET
ajis02-2331	212	10	relevant	relevant	ADJ
ajis02-2331	212	11	database	database	NOUN
ajis02-2331	212	12	(	(	PUNCT
ajis02-2331	212	13	rdb	rdb	NOUN
ajis02-2331	212	14	)	)	PUNCT
ajis02-2331	212	15	are	be	AUX
ajis02-2331	212	16	indexed	index	VERB
ajis02-2331	212	17	,	,	PUNCT
ajis02-2331	212	18	where	where	SCONJ
ajis02-2331	212	19	the	the	DET
ajis02-2331	212	20	pagerank	pagerank	NOUN
ajis02-2331	212	21	calculates	calculate	VERB
ajis02-2331	212	22	the	the	DET
ajis02-2331	212	23	relevance	relevance	NOUN
ajis02-2331	212	24	of	of	ADP
ajis02-2331	212	25	the	the	DET
ajis02-2331	212	26	documents	document	NOUN
ajis02-2331	212	27	.	.	PUNCT
ajis02-2331	213	1	following	follow	VERB
ajis02-2331	213	2	is	be	AUX
ajis02-2331	213	3	the	the	DET
ajis02-2331	213	4	pseudo	pseudo	NOUN
ajis02-2331	213	5	-	-	NOUN
ajis02-2331	213	6	code	code	NOUN
ajis02-2331	213	7	and	and	CCONJ
ajis02-2331	213	8	a	a	DET
ajis02-2331	213	9	brief	brief	ADJ
ajis02-2331	213	10	explanation	explanation	NOUN
ajis02-2331	213	11	for	for	ADP
ajis02-2331	213	12	the	the	DET
ajis02-2331	213	13	crawling	crawl	VERB
ajis02-2331	213	14	algorithm	algorithm	NOUN
ajis02-2331	213	15	with	with	ADP
ajis02-2331	213	16	pagerank	pagerank	NOUN
ajis02-2331	213	17	value	value	NOUN
ajis02-2331	213	18	priorities	priority	NOUN
ajis02-2331	213	19	as	as	SCONJ
ajis02-2331	213	20	described	describe	VERB
ajis02-2331	213	21	in	in	ADP
ajis02-2331	213	22	figure	figure	NOUN
ajis02-2331	213	23	3	3	NUM
ajis02-2331	213	24	.	.	NOUN
ajis02-2331	213	25	1	1	NUM
ajis02-2331	213	26	.	.	X
ajis02-2331	213	27	load	load	NOUN
ajis02-2331	213	28	in	in	ADP
ajis02-2331	213	29	seeds	seed	NOUN
ajis02-2331	213	30	urls	url	NOUN
ajis02-2331	213	31	and	and	CCONJ
ajis02-2331	213	32	connect	connect	VERB
ajis02-2331	213	33	to	to	ADP
ajis02-2331	213	34	linkdb	linkdb	NOUN
ajis02-2331	213	35	2	2	NUM
ajis02-2331	213	36	.	.	PUNCT
ajis02-2331	214	1	extract	extract	VERB
ajis02-2331	214	2	urls	url	NOUN
ajis02-2331	214	3	that	that	PRON
ajis02-2331	214	4	can	can	AUX
ajis02-2331	214	5	be	be	AUX
ajis02-2331	214	6	crawled	crawl	VERB
ajis02-2331	214	7	in	in	ADP
ajis02-2331	214	8	next	next	ADJ
ajis02-2331	214	9	crawling	crawl	VERB
ajis02-2331	214	10	round	round	NOUN
ajis02-2331	214	11	urls	url	NOUN
ajis02-2331	214	12	urls	url	VERB
ajis02-2331	214	13	urls	url	NOUN
ajis02-2331	214	14	urls	url	NOUN
ajis02-2331	214	15	linkdb	linkdb	NOUN
ajis02-2331	214	16	db	db	PROPN
ajis02-2331	214	17	crawler	crawler	NOUN
ajis02-2331	214	18	db	db	PROPN
ajis02-2331	214	19	crawler	crawler	PROPN
ajis02-2331	214	20	rdb	rdb	PROPN
ajis02-2331	214	21	crawler	crawler	NOUN
ajis02-2331	214	22	db	db	PROPN
ajis02-2331	214	23	rdbrdb	rdbrdb	PROPN
ajis02-2331	214	24	seed	seed	NOUN
ajis02-2331	214	25	ruls	rul	NOUN
ajis02-2331	214	26	australasian	australasian	ADJ
ajis02-2331	214	27	journal	journal	NOUN
ajis02-2331	214	28	of	of	ADP
ajis02-2331	214	29	information	information	NOUN
ajis02-2331	214	30	systems	systems	PROPN
ajis02-2331	214	31	zhu	zhu	PROPN
ajis02-2331	214	32	,	,	PUNCT
ajis02-2331	214	33	nimmagadda	nimmagadda	NOUN
ajis02-2331	214	34	,	,	PUNCT
ajis02-2331	214	35	reiners	reiner	NOUN
ajis02-2331	214	36	&	&	CCONJ
ajis02-2331	214	37	rudra	rudra	PROPN
ajis02-2331	214	38	2020	2020	NUM
ajis02-2331	214	39	,	,	PUNCT
ajis02-2331	214	40	vol	vol	NOUN
ajis02-2331	214	41	24	24	NUM
ajis02-2331	214	42	,	,	PUNCT
ajis02-2331	214	43	research	research	NOUN
ajis02-2331	214	44	article	article	NOUN
ajis02-2331	214	45	integrated	integrate	VERB
ajis02-2331	214	46	search	search	NOUN
ajis02-2331	214	47	framework	framework	NOUN
ajis02-2331	214	48	for	for	ADP
ajis02-2331	214	49	the	the	DET
ajis02-2331	214	50	knowledge	knowledge	NOUN
ajis02-2331	214	51	-	-	PUNCT
ajis02-2331	214	52	based	base	VERB
ajis02-2331	214	53	web	web	NOUN
ajis02-2331	214	54	ecosystem	ecosystem	NOUN
ajis02-2331	214	55	10	10	NUM
ajis02-2331	214	56	3	3	NUM
ajis02-2331	214	57	.	.	PUNCT
ajis02-2331	214	58	content	content	ADJ
ajis02-2331	214	59	parse	parse	NOUN
ajis02-2331	214	60	and	and	CCONJ
ajis02-2331	214	61	process	process	NOUN
ajis02-2331	214	62	4	4	NUM
ajis02-2331	214	63	.	.	PUNCT
ajis02-2331	215	1	repeat	repeat	VERB
ajis02-2331	215	2	.	.	PUNCT
ajis02-2331	216	1	after	after	ADP
ajis02-2331	216	2	applying	apply	VERB
ajis02-2331	216	3	relevant	relevant	ADJ
ajis02-2331	216	4	filtering	filter	VERB
ajis02-2331	216	5	algorithms	algorithm	NOUN
ajis02-2331	216	6	,	,	PUNCT
ajis02-2331	216	7	the	the	DET
ajis02-2331	216	8	hardware	hardware	NOUN
ajis02-2331	216	9	storage	storage	NOUN
ajis02-2331	216	10	requirement	requirement	NOUN
ajis02-2331	216	11	can	can	AUX
ajis02-2331	216	12	be	be	AUX
ajis02-2331	216	13	reduced	reduce	VERB
ajis02-2331	216	14	dramatically	dramatically	ADV
ajis02-2331	216	15	.	.	PUNCT
ajis02-2331	217	1	in	in	ADP
ajis02-2331	217	2	our	our	PRON
ajis02-2331	217	3	big	big	ADJ
ajis02-2331	217	4	data	data	NOUN
ajis02-2331	217	5	lab	lab	NOUN
ajis02-2331	217	6	(	(	PUNCT
ajis02-2331	217	7	with	with	ADP
ajis02-2331	217	8	six	six	NUM
ajis02-2331	217	9	servers	server	NOUN
ajis02-2331	217	10	plus	plus	CCONJ
ajis02-2331	217	11	two	two	NUM
ajis02-2331	217	12	edge	edge	NOUN
ajis02-2331	217	13	nodes	node	NOUN
ajis02-2331	217	14	,	,	PUNCT
ajis02-2331	217	15	total	total	ADJ
ajis02-2331	217	16	16	16	NUM
ajis02-2331	217	17	tb	tb	NOUN
ajis02-2331	217	18	hd	hd	PROPN
ajis02-2331	217	19	,	,	PUNCT
ajis02-2331	217	20	416	416	NUM
ajis02-2331	217	21	gb	gb	NOUN
ajis02-2331	217	22	ram	ram	NOUN
ajis02-2331	217	23	)	)	PUNCT
ajis02-2331	217	24	,	,	PUNCT
ajis02-2331	217	25	we	we	PRON
ajis02-2331	217	26	have	have	AUX
ajis02-2331	217	27	crawled	crawl	VERB
ajis02-2331	217	28	over	over	ADP
ajis02-2331	217	29	10	10	NUM
ajis02-2331	217	30	million	million	NUM
ajis02-2331	217	31	news	news	NOUN
ajis02-2331	217	32	articles	article	NOUN
ajis02-2331	217	33	in	in	ADP
ajis02-2331	217	34	an	an	DET
ajis02-2331	217	35	hadoop	hadoop	NOUN
ajis02-2331	217	36	ecosystem	ecosystem	NOUN
ajis02-2331	217	37	,	,	PUNCT
ajis02-2331	217	38	and	and	CCONJ
ajis02-2331	217	39	the	the	DET
ajis02-2331	217	40	total	total	ADJ
ajis02-2331	217	41	hard	hard	ADJ
ajis02-2331	217	42	drive	drive	NOUN
ajis02-2331	217	43	used	use	VERB
ajis02-2331	217	44	for	for	ADP
ajis02-2331	217	45	the	the	DET
ajis02-2331	217	46	crawled	crawl	VERB
ajis02-2331	217	47	pages	page	NOUN
ajis02-2331	217	48	is	be	AUX
ajis02-2331	217	49	only	only	ADV
ajis02-2331	217	50	about	about	ADV
ajis02-2331	217	51	140	140	NUM
ajis02-2331	217	52	gb	gb	NOUN
ajis02-2331	217	53	in	in	ADP
ajis02-2331	217	54	total	total	NOUN
ajis02-2331	217	55	.	.	PUNCT
ajis02-2331	218	1	therefore	therefore	ADV
ajis02-2331	218	2	,	,	PUNCT
ajis02-2331	218	3	isf	isf	PROPN
ajis02-2331	218	4	’s	’s	ADV
ajis02-2331	218	5	filtering	filter	VERB
ajis02-2331	218	6	algorithms	algorithm	NOUN
ajis02-2331	218	7	and	and	CCONJ
ajis02-2331	218	8	configurations	configuration	NOUN
ajis02-2331	218	9	enable	enable	VERB
ajis02-2331	218	10	us	we	PRON
ajis02-2331	218	11	to	to	PART
ajis02-2331	218	12	keep	keep	VERB
ajis02-2331	218	13	all	all	DET
ajis02-2331	218	14	relevant	relevant	ADJ
ajis02-2331	218	15	data	datum	NOUN
ajis02-2331	218	16	in	in	ADP
ajis02-2331	218	17	our	our	PRON
ajis02-2331	218	18	private	private	ADJ
ajis02-2331	218	19	db	db	PROPN
ajis02-2331	218	20	.	.	PUNCT
ajis02-2331	218	21	search	search	NOUN
ajis02-2331	218	22	aggregators	aggregator	NOUN
ajis02-2331	218	23	:	:	PUNCT
ajis02-2331	218	24	a	a	DET
ajis02-2331	218	25	metasearch	metasearch	NOUN
ajis02-2331	218	26	engine	engine	NOUN
ajis02-2331	218	27	is	be	AUX
ajis02-2331	218	28	a	a	DET
ajis02-2331	218	29	system	system	NOUN
ajis02-2331	218	30	that	that	PRON
ajis02-2331	218	31	provides	provide	VERB
ajis02-2331	218	32	unified	unified	ADJ
ajis02-2331	218	33	access	access	NOUN
ajis02-2331	218	34	to	to	ADP
ajis02-2331	218	35	several	several	ADJ
ajis02-2331	218	36	existing	exist	VERB
ajis02-2331	218	37	search	search	NOUN
ajis02-2331	218	38	engines	engine	NOUN
ajis02-2331	218	39	(	(	PUNCT
ajis02-2331	218	40	meng	meng	PROPN
ajis02-2331	218	41	et	et	PROPN
ajis02-2331	218	42	al	al	PROPN
ajis02-2331	218	43	.	.	PROPN
ajis02-2331	218	44	2000	2000	NUM
ajis02-2331	218	45	)	)	PUNCT
ajis02-2331	218	46	.	.	PUNCT
ajis02-2331	219	1	the	the	DET
ajis02-2331	219	2	aggregator	aggregator	NOUN
ajis02-2331	219	3	in	in	ADP
ajis02-2331	219	4	isf	isf	PROPN
ajis02-2331	219	5	is	be	AUX
ajis02-2331	219	6	based	base	VERB
ajis02-2331	219	7	on	on	ADP
ajis02-2331	219	8	the	the	DET
ajis02-2331	219	9	following	follow	VERB
ajis02-2331	219	10	considerations	consideration	NOUN
ajis02-2331	219	11	:	:	PUNCT
ajis02-2331	219	12	1	1	NUM
ajis02-2331	219	13	)	)	PUNCT
ajis02-2331	219	14	single	single	ADJ
ajis02-2331	219	15	search	search	NOUN
ajis02-2331	219	16	engine	engine	NOUN
ajis02-2331	219	17	’s	’s	PART
ajis02-2331	219	18	processing	processing	NOUN
ajis02-2331	219	19	power	power	NOUN
ajis02-2331	219	20	may	may	AUX
ajis02-2331	219	21	not	not	PART
ajis02-2331	219	22	scale	scale	VERB
ajis02-2331	219	23	to	to	ADP
ajis02-2331	219	24	the	the	DET
ajis02-2331	219	25	big	big	ADJ
ajis02-2331	219	26	increase	increase	NOUN
ajis02-2331	219	27	and	and	CCONJ
ajis02-2331	219	28	virtually	virtually	ADV
ajis02-2331	219	29	unlimited	unlimited	ADJ
ajis02-2331	219	30	amount	amount	NOUN
ajis02-2331	219	31	of	of	ADP
ajis02-2331	219	32	data	datum	NOUN
ajis02-2331	219	33	;	;	PUNCT
ajis02-2331	219	34	2	2	X
ajis02-2331	219	35	)	)	PUNCT
ajis02-2331	219	36	it	it	PRON
ajis02-2331	219	37	is	be	AUX
ajis02-2331	219	38	hard	hard	ADJ
ajis02-2331	219	39	or	or	CCONJ
ajis02-2331	219	40	even	even	ADV
ajis02-2331	219	41	impossible	impossible	ADJ
ajis02-2331	219	42	for	for	SCONJ
ajis02-2331	219	43	a	a	DET
ajis02-2331	219	44	single	single	ADJ
ajis02-2331	219	45	search	search	NOUN
ajis02-2331	219	46	engine	engine	NOUN
ajis02-2331	219	47	to	to	PART
ajis02-2331	219	48	index	index	NOUN
ajis02-2331	219	49	all	all	DET
ajis02-2331	219	50	the	the	DET
ajis02-2331	219	51	data	datum	NOUN
ajis02-2331	219	52	on	on	ADP
ajis02-2331	219	53	the	the	DET
ajis02-2331	219	54	web	web	NOUN
ajis02-2331	219	55	and	and	CCONJ
ajis02-2331	219	56	keep	keep	VERB
ajis02-2331	219	57	it	it	PRON
ajis02-2331	219	58	up	up	ADP
ajis02-2331	219	59	to	to	ADP
ajis02-2331	219	60	date	date	NOUN
ajis02-2331	219	61	;	;	PUNCT
ajis02-2331	219	62	and	and	CCONJ
ajis02-2331	219	63	3	3	X
ajis02-2331	219	64	)	)	PUNCT
ajis02-2331	219	65	some	some	DET
ajis02-2331	219	66	‘	'	PUNCT
ajis02-2331	219	67	deep	deep	ADJ
ajis02-2331	219	68	web	web	NOUN
ajis02-2331	219	69	’	'	PUNCT
ajis02-2331	219	70	sites	site	NOUN
ajis02-2331	219	71	may	may	AUX
ajis02-2331	219	72	not	not	PART
ajis02-2331	219	73	allow	allow	VERB
ajis02-2331	219	74	their	their	PRON
ajis02-2331	219	75	documents	document	NOUN
ajis02-2331	219	76	to	to	PART
ajis02-2331	219	77	be	be	AUX
ajis02-2331	219	78	crawled	crawl	VERB
ajis02-2331	219	79	by	by	ADP
ajis02-2331	219	80	external	external	ADJ
ajis02-2331	219	81	websites	website	NOUN
ajis02-2331	219	82	,	,	PUNCT
ajis02-2331	219	83	but	but	CCONJ
ajis02-2331	219	84	allow	allow	VERB
ajis02-2331	219	85	their	their	PRON
ajis02-2331	219	86	documents	document	NOUN
ajis02-2331	219	87	to	to	PART
ajis02-2331	219	88	be	be	AUX
ajis02-2331	219	89	accessible	accessible	ADJ
ajis02-2331	219	90	for	for	ADP
ajis02-2331	219	91	respective	respective	ADJ
ajis02-2331	219	92	search	search	NOUN
ajis02-2331	219	93	engines	engine	NOUN
ajis02-2331	219	94	.	.	PUNCT
ajis02-2331	220	1	figure	figure	VERB
ajis02-2331	220	2	3	3	NUM
ajis02-2331	220	3	.	.	PUNCT
ajis02-2331	220	4	crawler	crawler	NOUN
ajis02-2331	220	5	algorithm	algorithm	NOUN
ajis02-2331	220	6	in	in	ADP
ajis02-2331	220	7	isf	isf	PROPN
ajis02-2331	220	8	the	the	DET
ajis02-2331	220	9	conceptual	conceptual	ADJ
ajis02-2331	220	10	architecture	architecture	NOUN
ajis02-2331	220	11	of	of	ADP
ajis02-2331	220	12	the	the	DET
ajis02-2331	220	13	meta	meta	ADJ
ajis02-2331	220	14	-	-	PUNCT
ajis02-2331	220	15	search	search	NOUN
ajis02-2331	220	16	engine	engine	NOUN
ajis02-2331	220	17	is	be	AUX
ajis02-2331	220	18	illustrated	illustrate	VERB
ajis02-2331	220	19	in	in	ADP
ajis02-2331	220	20	figure	figure	NOUN
ajis02-2331	220	21	4	4	NUM
ajis02-2331	220	22	.	.	PUNCT
ajis02-2331	221	1	meta	meta	ADJ
ajis02-2331	221	2	-	-	PUNCT
ajis02-2331	221	3	search	search	NOUN
ajis02-2331	221	4	starts	start	NOUN
ajis02-2331	221	5	with	with	ADP
ajis02-2331	221	6	initializing	initialize	VERB
ajis02-2331	221	7	the	the	DET
ajis02-2331	221	8	user	user	NOUN
ajis02-2331	221	9	query	query	NOUN
ajis02-2331	221	10	and	and	CCONJ
ajis02-2331	221	11	selecting	select	VERB
ajis02-2331	221	12	a	a	DET
ajis02-2331	221	13	set	set	NOUN
ajis02-2331	221	14	of	of	ADP
ajis02-2331	221	15	suitable	suitable	ADJ
ajis02-2331	221	16	databases	database	NOUN
ajis02-2331	221	17	(	(	PUNCT
ajis02-2331	221	18	coupled	couple	VERB
ajis02-2331	221	19	with	with	ADP
ajis02-2331	221	20	search	search	NOUN
ajis02-2331	221	21	engines	engine	NOUN
ajis02-2331	221	22	)	)	PUNCT
ajis02-2331	221	23	by	by	ADP
ajis02-2331	221	24	the	the	DET
ajis02-2331	221	25	database	database	NOUN
ajis02-2331	221	26	selector	selector	NOUN
ajis02-2331	221	27	.	.	PUNCT
ajis02-2331	222	1	the	the	DET
ajis02-2331	222	2	document	document	NOUN
ajis02-2331	222	3	selector	selector	NOUN
ajis02-2331	222	4	chooses	choose	VERB
ajis02-2331	222	5	the	the	DET
ajis02-2331	222	6	number	number	NOUN
ajis02-2331	222	7	of	of	ADP
ajis02-2331	222	8	documents	document	NOUN
ajis02-2331	222	9	that	that	PRON
ajis02-2331	222	10	are	be	AUX
ajis02-2331	222	11	to	to	PART
ajis02-2331	222	12	be	be	AUX
ajis02-2331	222	13	crawled	crawl	VERB
ajis02-2331	222	14	from	from	ADP
ajis02-2331	222	15	the	the	DET
ajis02-2331	222	16	component	component	NOUN
ajis02-2331	222	17	search	search	NOUN
ajis02-2331	222	18	engines	engine	NOUN
ajis02-2331	222	19	.	.	PUNCT
ajis02-2331	223	1	the	the	DET
ajis02-2331	223	2	local	local	ADJ
ajis02-2331	223	3	similarity	similarity	NOUN
ajis02-2331	223	4	threshold	threshold	NOUN
ajis02-2331	223	5	can	can	AUX
ajis02-2331	223	6	also	also	ADV
ajis02-2331	223	7	be	be	AUX
ajis02-2331	223	8	used	use	VERB
ajis02-2331	223	9	to	to	PART
ajis02-2331	223	10	limit	limit	VERB
ajis02-2331	223	11	the	the	DET
ajis02-2331	223	12	documents	document	NOUN
ajis02-2331	223	13	retrieved	retrieve	VERB
ajis02-2331	223	14	from	from	ADP
ajis02-2331	223	15	the	the	DET
ajis02-2331	223	16	component	component	NOUN
ajis02-2331	223	17	search	search	NOUN
ajis02-2331	223	18	engines	engine	NOUN
ajis02-2331	223	19	.	.	PUNCT
ajis02-2331	224	1	query	query	PROPN
ajis02-2331	224	2	dispatcher	dispatcher	NOUN
ajis02-2331	224	3	connects	connect	VERB
ajis02-2331	224	4	the	the	DET
ajis02-2331	224	5	server	server	NOUN
ajis02-2331	224	6	with	with	ADP
ajis02-2331	224	7	each	each	PRON
ajis02-2331	224	8	of	of	ADP
ajis02-2331	224	9	the	the	DET
ajis02-2331	224	10	selected	select	VERB
ajis02-2331	224	11	search	search	NOUN
ajis02-2331	224	12	engines	engine	NOUN
ajis02-2331	224	13	and	and	CCONJ
ajis02-2331	224	14	passes	pass	VERB
ajis02-2331	224	15	the	the	DET
ajis02-2331	224	16	query	query	NOUN
ajis02-2331	224	17	to	to	ADP
ajis02-2331	224	18	them	they	PRON
ajis02-2331	224	19	.	.	PUNCT
ajis02-2331	225	1	results	result	NOUN
ajis02-2331	225	2	manager	manager	NOUN
ajis02-2331	225	3	integrates	integrate	NOUN
ajis02-2331	225	4	crawled	crawl	VERB
ajis02-2331	225	5	results	result	NOUN
ajis02-2331	225	6	from	from	ADP
ajis02-2331	225	7	search	search	NOUN
ajis02-2331	225	8	engines	engine	NOUN
ajis02-2331	225	9	into	into	ADP
ajis02-2331	225	10	a	a	DET
ajis02-2331	225	11	single	single	ADJ
ajis02-2331	225	12	ranked	rank	VERB
ajis02-2331	225	13	list	list	NOUN
ajis02-2331	225	14	and	and	CCONJ
ajis02-2331	225	15	renders	render	VERB
ajis02-2331	225	16	it	it	PRON
ajis02-2331	225	17	to	to	ADP
ajis02-2331	225	18	the	the	DET
ajis02-2331	225	19	user	user	NOUN
ajis02-2331	225	20	(	(	PUNCT
ajis02-2331	225	21	meng	meng	PROPN
ajis02-2331	225	22	et	et	PROPN
ajis02-2331	225	23	al	al	PROPN
ajis02-2331	225	24	.	.	PROPN
ajis02-2331	225	25	2000	2000	NUM
ajis02-2331	225	26	)	)	PUNCT
ajis02-2331	225	27	.	.	PUNCT
ajis02-2331	226	1	isf	isf	PROPN
ajis02-2331	226	2	crawlor	crawlor	PROPN
ajis02-2331	226	3	;	;	PUNCT
ajis02-2331	226	4	initilising	initilise	VERB
ajis02-2331	226	5	:	:	PUNCT
ajis02-2331	226	6	starting	start	VERB
ajis02-2331	226	7	:	:	PUNCT
ajis02-2331	226	8	load	load	VERB
ajis02-2331	226	9	in	in	ADP
ajis02-2331	226	10	seed	seed	NOUN
ajis02-2331	226	11	urls	url	NOUN
ajis02-2331	226	12	from	from	ADP
ajis02-2331	226	13	a	a	DET
ajis02-2331	226	14	text	text	NOUN
ajis02-2331	226	15	file	file	NOUN
ajis02-2331	226	16	and	and	CCONJ
ajis02-2331	226	17	put	put	VERB
ajis02-2331	226	18	it	it	PRON
ajis02-2331	226	19	into	into	ADP
ajis02-2331	226	20	linkdb	linkdb	NOUN
ajis02-2331	226	21	;	;	PUNCT
ajis02-2331	226	22	initialising	initialise	VERB
ajis02-2331	226	23	priorityqueue	priorityqueue	NOUN
ajis02-2331	226	24	with	with	ADP
ajis02-2331	226	25	linkdb	linkdb	NOUN
ajis02-2331	226	26	;	;	PUNCT
ajis02-2331	226	27	crawling	crawl	VERB
ajis02-2331	226	28	:	:	PUNCT
ajis02-2331	226	29	while(priorityqueue	while(priorityqueue	NOUN
ajis02-2331	226	30	not	not	PART
ajis02-2331	226	31	empty	empty	ADJ
ajis02-2331	226	32	)	)	PUNCT
ajis02-2331	226	33	{	{	PUNCT
ajis02-2331	226	34	read	read	VERB
ajis02-2331	226	35	urls	url	NOUN
ajis02-2331	226	36	from	from	ADP
ajis02-2331	226	37	priorityqueue	priorityqueue	NOUN
ajis02-2331	226	38	;	;	PUNCT
ajis02-2331	226	39	distribute	distribute	VERB
ajis02-2331	226	40	urls	url	NOUN
ajis02-2331	226	41	to	to	PART
ajis02-2331	226	42	parallel	parallel	VERB
ajis02-2331	226	43	crawler	crawler	NOUN
ajis02-2331	226	44	s	s	PART
ajis02-2331	226	45	waiting	wait	VERB
ajis02-2331	226	46	queue	queue	NOUN
ajis02-2331	226	47	;	;	PUNCT
ajis02-2331	226	48	foreach	foreach	NOUN
ajis02-2331	226	49	parallel	parallel	ADJ
ajis02-2331	226	50	crawler	crawler	NOUN
ajis02-2331	226	51	:	:	PUNCT
ajis02-2331	226	52	{	{	PUNCT
ajis02-2331	226	53	if(waiting	if(waite	VERB
ajis02-2331	226	54	queue	queue	NOUN
ajis02-2331	226	55	not	not	PART
ajis02-2331	226	56	empty	empty	ADJ
ajis02-2331	226	57	)	)	PUNCT
ajis02-2331	226	58	{	{	PUNCT
ajis02-2331	226	59	fetch	fetch	VERB
ajis02-2331	226	60	content	content	NOUN
ajis02-2331	226	61	from	from	ADP
ajis02-2331	226	62	url	url	NOUN
ajis02-2331	226	63	in	in	ADP
ajis02-2331	226	64	the	the	DET
ajis02-2331	226	65	waiting	wait	VERB
ajis02-2331	226	66	queue	queue	NOUN
ajis02-2331	226	67	;	;	PUNCT
ajis02-2331	226	68	put	put	VERB
ajis02-2331	226	69	fetch	fetch	NOUN
ajis02-2331	226	70	content	content	NOUN
ajis02-2331	226	71	into	into	ADP
ajis02-2331	226	72	db	db	PROPN
ajis02-2331	226	73	;	;	PUNCT
ajis02-2331	226	74	remove	remove	VERB
ajis02-2331	226	75	fetched	fetch	VERB
ajis02-2331	226	76	url	url	NOUN
ajis02-2331	226	77	from	from	ADP
ajis02-2331	226	78	waiting	waiting	NOUN
ajis02-2331	226	79	list	list	NOUN
ajis02-2331	226	80	;	;	PUNCT
ajis02-2331	226	81	}	}	PUNCT
ajis02-2331	226	82	}	}	PUNCT
ajis02-2331	226	83	parse	parse	NOUN
ajis02-2331	226	84	fetched	fetch	VERB
ajis02-2331	226	85	content	content	NOUN
ajis02-2331	226	86	from	from	ADP
ajis02-2331	226	87	db	db	PROPN
ajis02-2331	226	88	;	;	PUNCT
ajis02-2331	226	89	extract	extract	VERB
ajis02-2331	226	90	urls	url	NOUN
ajis02-2331	226	91	and	and	CCONJ
ajis02-2331	226	92	put	put	VERB
ajis02-2331	226	93	them	they	PRON
ajis02-2331	226	94	into	into	ADP
ajis02-2331	226	95	linkdb	linkdb	NOUN
ajis02-2331	226	96	;	;	PUNCT
ajis02-2331	226	97	run	run	VERB
ajis02-2331	226	98	pagerank	pagerank	NOUN
ajis02-2331	226	99	algorithm	algorithm	NOUN
ajis02-2331	226	100	on	on	ADP
ajis02-2331	226	101	linkdb	linkdb	NOUN
ajis02-2331	226	102	;	;	PUNCT
ajis02-2331	226	103	remove	remove	VERB
ajis02-2331	226	104	low	low	ADJ
ajis02-2331	226	105	pagerank	pagerank	NOUN
ajis02-2331	226	106	value	value	NOUN
ajis02-2331	226	107	urls	url	NOUN
ajis02-2331	226	108	from	from	ADP
ajis02-2331	226	109	linkdb	linkdb	NOUN
ajis02-2331	226	110	;	;	PUNCT
ajis02-2331	226	111	index	index	NOUN
ajis02-2331	226	112	content	content	NOUN
ajis02-2331	226	113	into	into	ADP
ajis02-2331	226	114	solr	solr	NOUN
ajis02-2331	226	115	;	;	PUNCT
ajis02-2331	226	116	stop	stop	VERB
ajis02-2331	226	117	condition	condition	NOUN
ajis02-2331	226	118	satisfied	satisfied	ADJ
ajis02-2331	226	119	?	?	PUNCT
ajis02-2331	227	1	yes	yes	INTJ
ajis02-2331	227	2	:	:	PUNCT
ajis02-2331	227	3	stop	stop	VERB
ajis02-2331	227	4	;	;	PUNCT
ajis02-2331	227	5	no	no	PRON
ajis02-2331	227	6	:	:	PUNCT
ajis02-2331	227	7	updating	update	VERB
ajis02-2331	227	8	priorityqueue	priorityqueue	NOUN
ajis02-2331	227	9	with	with	ADP
ajis02-2331	227	10	urls	url	NOUN
ajis02-2331	227	11	in	in	ADP
ajis02-2331	227	12	linkdb	linkdb	NOUN
ajis02-2331	227	13	,	,	PUNCT
ajis02-2331	227	14	goto	goto	ADJ
ajis02-2331	227	15	crawling	crawling	NOUN
ajis02-2331	227	16	;	;	PUNCT
ajis02-2331	227	17	australasian	australasian	ADJ
ajis02-2331	227	18	journal	journal	NOUN
ajis02-2331	227	19	of	of	ADP
ajis02-2331	227	20	information	information	NOUN
ajis02-2331	227	21	systems	systems	PROPN
ajis02-2331	227	22	zhu	zhu	PROPN
ajis02-2331	227	23	,	,	PUNCT
ajis02-2331	227	24	nimmagadda	nimmagadda	NOUN
ajis02-2331	227	25	,	,	PUNCT
ajis02-2331	227	26	reiners	reiner	NOUN
ajis02-2331	227	27	&	&	CCONJ
ajis02-2331	227	28	rudra	rudra	PROPN
ajis02-2331	227	29	2020	2020	NUM
ajis02-2331	227	30	,	,	PUNCT
ajis02-2331	227	31	vol	vol	NOUN
ajis02-2331	227	32	24	24	NUM
ajis02-2331	227	33	,	,	PUNCT
ajis02-2331	227	34	research	research	NOUN
ajis02-2331	227	35	article	article	NOUN
ajis02-2331	227	36	integrated	integrate	VERB
ajis02-2331	227	37	search	search	NOUN
ajis02-2331	227	38	framework	framework	NOUN
ajis02-2331	227	39	for	for	ADP
ajis02-2331	227	40	the	the	DET
ajis02-2331	227	41	knowledge	knowledge	NOUN
ajis02-2331	227	42	-	-	PUNCT
ajis02-2331	227	43	based	base	VERB
ajis02-2331	227	44	web	web	NOUN
ajis02-2331	227	45	ecosystem	ecosystem	NOUN
ajis02-2331	227	46	11	11	NUM
ajis02-2331	227	47	figure	figure	NOUN
ajis02-2331	227	48	4	4	NUM
ajis02-2331	227	49	.	.	PUNCT
ajis02-2331	228	1	meta	meta	ADJ
ajis02-2331	228	2	-	-	PUNCT
ajis02-2331	228	3	search	search	NOUN
ajis02-2331	228	4	engine	engine	NOUN
ajis02-2331	228	5	structure	structure	NOUN
ajis02-2331	228	6	(	(	PUNCT
ajis02-2331	228	7	meng	meng	PROPN
ajis02-2331	228	8	et	et	PROPN
ajis02-2331	228	9	al	al	PROPN
ajis02-2331	228	10	.	.	PROPN
ajis02-2331	228	11	2000	2000	NUM
ajis02-2331	228	12	)	)	PUNCT
ajis02-2331	229	1	reprising	reprising	NOUN
ajis02-2331	229	2	databases	database	NOUN
ajis02-2331	229	3	:	:	PUNCT
ajis02-2331	229	4	a	a	DET
ajis02-2331	229	5	relational	relational	ADJ
ajis02-2331	229	6	database	database	NOUN
ajis02-2331	229	7	management	management	NOUN
ajis02-2331	229	8	system	system	NOUN
ajis02-2331	229	9	(	(	PUNCT
ajis02-2331	229	10	rdbms	rdbms	NOUN
ajis02-2331	229	11	)	)	PUNCT
ajis02-2331	229	12	typically	typically	ADV
ajis02-2331	229	13	manages	manage	VERB
ajis02-2331	229	14	the	the	DET
ajis02-2331	229	15	existing	exist	VERB
ajis02-2331	229	16	databases	database	NOUN
ajis02-2331	229	17	in	in	ADP
ajis02-2331	229	18	an	an	DET
ajis02-2331	229	19	enterprise	enterprise	NOUN
ajis02-2331	229	20	that	that	PRON
ajis02-2331	229	21	can	can	AUX
ajis02-2331	229	22	be	be	AUX
ajis02-2331	229	23	re	re	VERB
ajis02-2331	229	24	-	-	VERB
ajis02-2331	229	25	used	use	VERB
ajis02-2331	229	26	by	by	ADP
ajis02-2331	229	27	isf	isf	PROPN
ajis02-2331	229	28	in	in	ADP
ajis02-2331	229	29	the	the	DET
ajis02-2331	229	30	kbwe	kbwe	ADJ
ajis02-2331	229	31	contexts	contexts	NOUN
ajis02-2331	229	32	.	.	PUNCT
ajis02-2331	230	1	in	in	ADP
ajis02-2331	230	2	addition	addition	NOUN
ajis02-2331	230	3	,	,	PUNCT
ajis02-2331	230	4	the	the	DET
ajis02-2331	230	5	rdbms	rdbms	NOUN
ajis02-2331	230	6	manages	manage	VERB
ajis02-2331	230	7	the	the	DET
ajis02-2331	230	8	metadata	metadata	NOUN
ajis02-2331	230	9	and	and	CCONJ
ajis02-2331	230	10	other	other	ADJ
ajis02-2331	230	11	security	security	NOUN
ajis02-2331	230	12	-	-	PUNCT
ajis02-2331	230	13	sensitive	sensitive	ADJ
ajis02-2331	230	14	data	datum	NOUN
ajis02-2331	230	15	,	,	PUNCT
ajis02-2331	230	16	which	which	PRON
ajis02-2331	230	17	usually	usually	ADV
ajis02-2331	230	18	provides	provide	VERB
ajis02-2331	230	19	security	security	NOUN
ajis02-2331	230	20	and	and	CCONJ
ajis02-2331	230	21	integrity	integrity	NOUN
ajis02-2331	230	22	management	management	NOUN
ajis02-2331	230	23	(	(	PUNCT
ajis02-2331	230	24	elmasri	elmasri	ADJ
ajis02-2331	230	25	and	and	CCONJ
ajis02-2331	230	26	navathe	navathe	PROPN
ajis02-2331	230	27	,	,	PUNCT
ajis02-2331	230	28	2016	2016	NUM
ajis02-2331	230	29	)	)	PUNCT
ajis02-2331	230	30	.	.	PUNCT
ajis02-2331	231	1	in	in	ADP
ajis02-2331	231	2	isf	isf	PROPN
ajis02-2331	231	3	,	,	PUNCT
ajis02-2331	231	4	rdbms	rdbms	NOUN
ajis02-2331	231	5	is	be	AUX
ajis02-2331	231	6	one	one	NUM
ajis02-2331	231	7	of	of	ADP
ajis02-2331	231	8	its	its	PRON
ajis02-2331	231	9	data	datum	NOUN
ajis02-2331	231	10	sources	source	NOUN
ajis02-2331	231	11	and	and	CCONJ
ajis02-2331	231	12	constructive	constructive	ADJ
ajis02-2331	231	13	components	component	NOUN
ajis02-2331	231	14	.	.	PUNCT
ajis02-2331	232	1	user	user	NOUN
ajis02-2331	232	2	queries	query	NOUN
ajis02-2331	232	3	are	be	AUX
ajis02-2331	232	4	submitted	submit	VERB
ajis02-2331	232	5	to	to	PART
ajis02-2331	232	6	rdbms	rdbms	VERB
ajis02-2331	232	7	as	as	ADV
ajis02-2331	232	8	well	well	ADV
ajis02-2331	232	9	as	as	ADP
ajis02-2331	232	10	part	part	NOUN
ajis02-2331	232	11	of	of	ADP
ajis02-2331	232	12	the	the	DET
ajis02-2331	232	13	integrated	integrate	VERB
ajis02-2331	232	14	search	search	NOUN
ajis02-2331	232	15	platform	platform	NOUN
ajis02-2331	232	16	for	for	ADP
ajis02-2331	232	17	structured	structured	ADJ
ajis02-2331	232	18	data	datum	NOUN
ajis02-2331	232	19	searching	search	VERB
ajis02-2331	232	20	together	together	ADV
ajis02-2331	232	21	with	with	ADP
ajis02-2331	232	22	other	other	ADJ
ajis02-2331	232	23	extracted	extract	VERB
ajis02-2331	232	24	relevant	relevant	ADJ
ajis02-2331	232	25	information	information	NOUN
ajis02-2331	232	26	from	from	ADP
ajis02-2331	232	27	all	all	DET
ajis02-2331	232	28	data	datum	NOUN
ajis02-2331	232	29	sources	source	NOUN
ajis02-2331	232	30	.	.	PUNCT
ajis02-2331	233	1	the	the	DET
ajis02-2331	233	2	retrieved	retrieve	VERB
ajis02-2331	233	3	results	result	NOUN
ajis02-2331	233	4	from	from	ADP
ajis02-2331	233	5	the	the	DET
ajis02-2331	233	6	rdbms	rdbms	NOUN
ajis02-2331	233	7	are	be	AUX
ajis02-2331	233	8	then	then	ADV
ajis02-2331	233	9	presented	present	VERB
ajis02-2331	233	10	to	to	ADP
ajis02-2331	233	11	the	the	DET
ajis02-2331	233	12	categorisation	categorisation	NOUN
ajis02-2331	233	13	/	/	SYM
ajis02-2331	233	14	clustering	clustering	NOUN
ajis02-2331	233	15	module	module	NOUN
ajis02-2331	233	16	for	for	ADP
ajis02-2331	233	17	further	further	ADJ
ajis02-2331	233	18	processing	processing	NOUN
ajis02-2331	233	19	,	,	PUNCT
ajis02-2331	233	20	as	as	SCONJ
ajis02-2331	233	21	illustrated	illustrate	VERB
ajis02-2331	233	22	in	in	ADP
ajis02-2331	233	23	figure	figure	NOUN
ajis02-2331	233	24	1	1	NUM
ajis02-2331	233	25	.	.	PUNCT
ajis02-2331	234	1	in	in	ADP
ajis02-2331	234	2	addition	addition	NOUN
ajis02-2331	234	3	,	,	PUNCT
ajis02-2331	234	4	the	the	DET
ajis02-2331	234	5	extracted	extract	VERB
ajis02-2331	234	6	entities	entity	NOUN
ajis02-2331	234	7	such	such	ADJ
ajis02-2331	234	8	as	as	ADP
ajis02-2331	234	9	title	title	NOUN
ajis02-2331	234	10	,	,	PUNCT
ajis02-2331	234	11	gender	gender	NOUN
ajis02-2331	234	12	,	,	PUNCT
ajis02-2331	234	13	person	person	NOUN
ajis02-2331	234	14	name	name	NOUN
ajis02-2331	234	15	,	,	PUNCT
ajis02-2331	234	16	address	address	NOUN
ajis02-2331	234	17	,	,	PUNCT
ajis02-2331	234	18	email	email	NOUN
ajis02-2331	234	19	address	address	NOUN
ajis02-2331	234	20	,	,	PUNCT
ajis02-2331	234	21	organisation	organisation	NOUN
ajis02-2331	234	22	,	,	PUNCT
ajis02-2331	234	23	telephone	telephone	NOUN
ajis02-2331	234	24	number	number	NOUN
ajis02-2331	234	25	,	,	PUNCT
ajis02-2331	234	26	and	and	CCONJ
ajis02-2331	234	27	mobile	mobile	ADJ
ajis02-2331	234	28	phone	phone	NOUN
ajis02-2331	234	29	number	number	NOUN
ajis02-2331	234	30	from	from	ADP
ajis02-2331	234	31	text	text	NOUN
ajis02-2331	234	32	documents	document	NOUN
ajis02-2331	234	33	are	be	AUX
ajis02-2331	234	34	stored	store	VERB
ajis02-2331	234	35	in	in	ADP
ajis02-2331	234	36	the	the	DET
ajis02-2331	234	37	rdmbs	rdmb	NOUN
ajis02-2331	234	38	.	.	PUNCT
ajis02-2331	235	1	these	these	DET
ajis02-2331	235	2	extracted	extract	VERB
ajis02-2331	235	3	entities	entity	NOUN
ajis02-2331	235	4	are	be	AUX
ajis02-2331	235	5	used	use	VERB
ajis02-2331	235	6	to	to	PART
ajis02-2331	235	7	match	match	VERB
ajis02-2331	235	8	records	record	NOUN
ajis02-2331	235	9	of	of	ADP
ajis02-2331	235	10	rdbms	rdbms	NOUN
ajis02-2331	235	11	and	and	CCONJ
ajis02-2331	235	12	,	,	PUNCT
ajis02-2331	235	13	thus	thus	ADV
ajis02-2331	235	14	,	,	PUNCT
ajis02-2331	235	15	a	a	DET
ajis02-2331	235	16	connection	connection	NOUN
ajis02-2331	235	17	between	between	ADP
ajis02-2331	235	18	structured	structured	ADJ
ajis02-2331	235	19	data	datum	NOUN
ajis02-2331	235	20	in	in	ADP
ajis02-2331	235	21	rdbms	rdbms	NOUN
ajis02-2331	235	22	,	,	PUNCT
ajis02-2331	235	23	and	and	CCONJ
ajis02-2331	235	24	unstructured	unstructured	ADJ
ajis02-2331	235	25	/	/	SYM
ajis02-2331	235	26	semi	semi	ADJ
ajis02-2331	235	27	-	-	ADJ
ajis02-2331	235	28	structured	structured	ADJ
ajis02-2331	235	29	text	text	NOUN
ajis02-2331	235	30	data	datum	NOUN
ajis02-2331	235	31	can	can	AUX
ajis02-2331	235	32	be	be	AUX
ajis02-2331	235	33	established	establish	VERB
ajis02-2331	235	34	,	,	PUNCT
ajis02-2331	235	35	and	and	CCONJ
ajis02-2331	235	36	verse	verse	NOUN
ajis02-2331	235	37	vice	vice	NOUN
ajis02-2331	235	38	.	.	PUNCT
ajis02-2331	236	1	users	user	NOUN
ajis02-2331	236	2	of	of	ADP
ajis02-2331	236	3	isf	isf	PROPN
ajis02-2331	236	4	can	can	AUX
ajis02-2331	236	5	search	search	VERB
ajis02-2331	236	6	for	for	ADP
ajis02-2331	236	7	data	datum	NOUN
ajis02-2331	236	8	by	by	ADP
ajis02-2331	236	9	providing	provide	VERB
ajis02-2331	236	10	a	a	DET
ajis02-2331	236	11	google	google	NOUN
ajis02-2331	236	12	-	-	PUNCT
ajis02-2331	236	13	like	like	ADJ
ajis02-2331	236	14	search	search	NOUN
ajis02-2331	236	15	term	term	NOUN
ajis02-2331	236	16	and	and	CCONJ
ajis02-2331	236	17	can	can	AUX
ajis02-2331	236	18	inspect	inspect	VERB
ajis02-2331	236	19	data	datum	NOUN
ajis02-2331	236	20	in	in	ADP
ajis02-2331	236	21	the	the	DET
ajis02-2331	236	22	rdbms	rdbms	NOUN
ajis02-2331	236	23	as	as	ADV
ajis02-2331	236	24	well	well	ADV
ajis02-2331	236	25	.	.	PUNCT
ajis02-2331	237	1	nosql	nosql	ADJ
ajis02-2331	237	2	database	database	NOUN
ajis02-2331	237	3	such	such	ADJ
ajis02-2331	237	4	as	as	ADP
ajis02-2331	237	5	hbase	hbase	NOUN
ajis02-2331	237	6	data	datum	NOUN
ajis02-2331	237	7	can	can	AUX
ajis02-2331	237	8	also	also	ADV
ajis02-2331	237	9	be	be	AUX
ajis02-2331	237	10	ingested	ingest	VERB
ajis02-2331	237	11	into	into	ADP
ajis02-2331	237	12	isf	isf	PROPN
ajis02-2331	237	13	.	.	PROPN
ajis02-2331	237	14	hbase	hbase	PROPN
ajis02-2331	237	15	(	(	PUNCT
ajis02-2331	237	16	http://hbase.apache.org	http://hbase.apache.org	PROPN
ajis02-2331	237	17	)	)	PUNCT
ajis02-2331	237	18	is	be	AUX
ajis02-2331	237	19	a	a	DET
ajis02-2331	237	20	schema	schema	NOUN
ajis02-2331	237	21	-	-	PUNCT
ajis02-2331	237	22	less	less	ADJ
ajis02-2331	237	23	nosql	nosql	ADJ
ajis02-2331	237	24	-	-	PUNCT
ajis02-2331	237	25	style	style	NOUN
ajis02-2331	237	26	data	datum	NOUN
ajis02-2331	237	27	storage	storage	NOUN
ajis02-2331	237	28	designed	design	VERB
ajis02-2331	237	29	for	for	ADP
ajis02-2331	237	30	large	large	ADJ
ajis02-2331	237	31	scale	scale	NOUN
ajis02-2331	237	32	,	,	PUNCT
ajis02-2331	237	33	over	over	ADP
ajis02-2331	237	34	billions	billion	NOUN
ajis02-2331	237	35	of	of	ADP
ajis02-2331	237	36	rows	row	NOUN
ajis02-2331	237	37	and	and	CCONJ
ajis02-2331	237	38	millions	million	NOUN
ajis02-2331	237	39	of	of	ADP
ajis02-2331	237	40	columns	column	NOUN
ajis02-2331	237	41	,	,	PUNCT
ajis02-2331	237	42	random	random	ADJ
ajis02-2331	237	43	read	read	NOUN
ajis02-2331	237	44	and	and	CCONJ
ajis02-2331	237	45	write	write	VERB
ajis02-2331	237	46	operations	operation	NOUN
ajis02-2331	237	47	of	of	ADP
ajis02-2331	237	48	sparse	sparse	ADJ
ajis02-2331	237	49	data	datum	NOUN
ajis02-2331	237	50	.	.	PUNCT
ajis02-2331	238	1	the	the	DET
ajis02-2331	238	2	data	datum	NOUN
ajis02-2331	238	3	in	in	ADP
ajis02-2331	238	4	db	db	PROPN
ajis02-2331	238	5	and	and	CCONJ
ajis02-2331	238	6	rdb	rdb	PROPN
ajis02-2331	238	7	,	,	PUNCT
ajis02-2331	238	8	as	as	SCONJ
ajis02-2331	238	9	shown	show	VERB
ajis02-2331	238	10	in	in	ADP
ajis02-2331	238	11	figure	figure	NOUN
ajis02-2331	238	12	2	2	NUM
ajis02-2331	238	13	,	,	PUNCT
ajis02-2331	238	14	is	be	AUX
ajis02-2331	238	15	stored	store	VERB
ajis02-2331	238	16	in	in	ADP
ajis02-2331	238	17	hbase	hbase	NOUN
ajis02-2331	238	18	in	in	ADP
ajis02-2331	238	19	isf	isf	PROPN
ajis02-2331	238	20	.	.	PROPN
ajis02-2331	238	21	solr	solr	PROPN
ajis02-2331	238	22	’s	’s	PART
ajis02-2331	238	23	java	java	PROPN
ajis02-2331	238	24	api	api	PROPN
ajis02-2331	238	25	package	package	PROPN
ajis02-2331	238	26	solrj	solrj	NOUN
ajis02-2331	238	27	is	be	AUX
ajis02-2331	238	28	used	use	VERB
ajis02-2331	238	29	to	to	ADP
ajis02-2331	238	30	index	index	NOUN
ajis02-2331	238	31	data	datum	NOUN
ajis02-2331	238	32	stored	store	VERB
ajis02-2331	238	33	in	in	ADP
ajis02-2331	238	34	hbase	hbase	NOUN
ajis02-2331	238	35	.	.	PUNCT
ajis02-2331	239	1	pseudo	pseudo	NOUN
ajis02-2331	239	2	-	-	NOUN
ajis02-2331	239	3	code	code	NOUN
ajis02-2331	239	4	is	be	AUX
ajis02-2331	239	5	presented	present	VERB
ajis02-2331	239	6	in	in	ADP
ajis02-2331	239	7	figure	figure	NOUN
ajis02-2331	239	8	5	5	NUM
ajis02-2331	239	9	,	,	PUNCT
ajis02-2331	239	10	indexing	indexing	NOUN
ajis02-2331	239	11	hbase	hbase	NOUN
ajis02-2331	239	12	data	datum	NOUN
ajis02-2331	239	13	into	into	ADP
ajis02-2331	239	14	lucene	lucene	PROPN
ajis02-2331	239	15	/	/	SYM
ajis02-2331	239	16	solr	solr	NOUN
ajis02-2331	239	17	cloud	cloud	NOUN
ajis02-2331	239	18	,	,	PUNCT
ajis02-2331	239	19	an	an	DET
ajis02-2331	239	20	opensource	opensource	NOUN
ajis02-2331	239	21	search	search	NOUN
ajis02-2331	239	22	service	service	NOUN
ajis02-2331	239	23	that	that	PRON
ajis02-2331	239	24	indexes	index	VERB
ajis02-2331	239	25	data	datum	NOUN
ajis02-2331	239	26	in	in	ADP
ajis02-2331	239	27	isf	isf	PROPN
ajis02-2331	239	28	and	and	CCONJ
ajis02-2331	239	29	response	response	NOUN
ajis02-2331	239	30	queries	query	NOUN
ajis02-2331	239	31	for	for	ADP
ajis02-2331	239	32	the	the	DET
ajis02-2331	239	33	indexed	indexed	ADJ
ajis02-2331	239	34	data	datum	NOUN
ajis02-2331	239	35	with	with	ADP
ajis02-2331	239	36	blazing	blaze	VERB
ajis02-2331	239	37	-	-	PUNCT
ajis02-2331	239	38	fast	fast	ADJ
ajis02-2331	239	39	response	response	NOUN
ajis02-2331	239	40	speed	speed	NOUN
ajis02-2331	239	41	.	.	PUNCT
ajis02-2331	240	1	isf	isf	PROPN
ajis02-2331	240	2	utilizes	utilize	VERB
ajis02-2331	240	3	solrcloud	solrcloud	NOUN
ajis02-2331	240	4	to	to	PART
ajis02-2331	240	5	provide	provide	VERB
ajis02-2331	240	6	high	high	ADJ
ajis02-2331	240	7	availability	availability	NOUN
ajis02-2331	240	8	,	,	PUNCT
ajis02-2331	240	9	scalability	scalability	NOUN
ajis02-2331	240	10	and	and	CCONJ
ajis02-2331	240	11	fault	fault	VERB
ajis02-2331	240	12	tolerance	tolerance	NOUN
ajis02-2331	240	13	.	.	PUNCT
ajis02-2331	241	1	hadoop	hadoop	NOUN
ajis02-2331	241	2	and	and	CCONJ
ajis02-2331	241	3	solrcloud	solrcloud	NOUN
ajis02-2331	241	4	enable	enable	VERB
ajis02-2331	241	5	isf	isf	PROPN
ajis02-2331	241	6	the	the	DET
ajis02-2331	241	7	ability	ability	NOUN
ajis02-2331	241	8	to	to	PART
ajis02-2331	241	9	linearly	linearly	ADV
ajis02-2331	241	10	scale	scale	VERB
ajis02-2331	241	11	out	out	ADP
ajis02-2331	241	12	its	its	PRON
ajis02-2331	241	13	computations	computation	NOUN
ajis02-2331	241	14	and	and	CCONJ
ajis02-2331	241	15	storage	storage	NOUN
ajis02-2331	241	16	capability	capability	NOUN
ajis02-2331	241	17	by	by	ADP
ajis02-2331	241	18	merely	merely	ADV
ajis02-2331	241	19	adding	add	VERB
ajis02-2331	241	20	more	more	ADJ
ajis02-2331	241	21	working	work	VERB
ajis02-2331	241	22	nodes	node	NOUN
ajis02-2331	241	23	to	to	ADP
ajis02-2331	241	24	the	the	DET
ajis02-2331	241	25	cluster	cluster	NOUN
ajis02-2331	241	26	when	when	SCONJ
ajis02-2331	241	27	more	more	ADJ
ajis02-2331	241	28	data	datum	NOUN
ajis02-2331	241	29	storage	storage	NOUN
ajis02-2331	241	30	and	and	CCONJ
ajis02-2331	241	31	computations	computation	NOUN
ajis02-2331	241	32	are	be	AUX
ajis02-2331	241	33	required	require	VERB
ajis02-2331	241	34	.	.	PUNCT
ajis02-2331	242	1	figure	figure	NOUN
ajis02-2331	242	2	5	5	NUM
ajis02-2331	242	3	.	.	PUNCT
ajis02-2331	243	1	pseudo	pseudo	NOUN
ajis02-2331	243	2	-	-	NOUN
ajis02-2331	243	3	code	code	NOUN
ajis02-2331	243	4	used	use	VERB
ajis02-2331	243	5	for	for	ADP
ajis02-2331	243	6	indexing	indexing	NOUN
ajis02-2331	243	7	user	user	NOUN
ajis02-2331	243	8	interface	interface	NOUN
ajis02-2331	243	9	database	database	NOUN
ajis02-2331	243	10	selector	selector	NOUN
ajis02-2331	243	11	document	document	NOUN
ajis02-2331	243	12	selector	selector	NOUN
ajis02-2331	243	13	query	query	VERB
ajis02-2331	243	14	dispatcher	dispatcher	NUM
ajis02-2331	243	15	result	result	NOUN
ajis02-2331	243	16	manager	manager	NOUN
ajis02-2331	243	17	search	search	NOUN
ajis02-2331	243	18	engine	engine	NOUN
ajis02-2331	243	19	search	search	NOUN
ajis02-2331	243	20	engine	engine	NOUN
ajis02-2331	243	21	…	…	PUNCT
ajis02-2331	243	22	…	…	SYM
ajis02-2331	243	23	……	……	NOUN
ajis02-2331	243	24	……	……	ADP
ajis02-2331	243	25	australasian	australasian	ADJ
ajis02-2331	243	26	journal	journal	NOUN
ajis02-2331	243	27	of	of	ADP
ajis02-2331	243	28	information	information	NOUN
ajis02-2331	243	29	systems	systems	PROPN
ajis02-2331	243	30	zhu	zhu	PROPN
ajis02-2331	243	31	,	,	PUNCT
ajis02-2331	243	32	nimmagadda	nimmagadda	NOUN
ajis02-2331	243	33	,	,	PUNCT
ajis02-2331	243	34	reiners	reiner	NOUN
ajis02-2331	243	35	&	&	CCONJ
ajis02-2331	243	36	rudra	rudra	PROPN
ajis02-2331	243	37	2020	2020	NUM
ajis02-2331	243	38	,	,	PUNCT
ajis02-2331	243	39	vol	vol	NOUN
ajis02-2331	243	40	24	24	NUM
ajis02-2331	243	41	,	,	PUNCT
ajis02-2331	243	42	research	research	NOUN
ajis02-2331	243	43	article	article	NOUN
ajis02-2331	243	44	integrated	integrate	VERB
ajis02-2331	243	45	search	search	NOUN
ajis02-2331	243	46	framework	framework	NOUN
ajis02-2331	243	47	for	for	ADP
ajis02-2331	243	48	the	the	DET
ajis02-2331	243	49	knowledge	knowledge	NOUN
ajis02-2331	243	50	-	-	PUNCT
ajis02-2331	243	51	based	base	VERB
ajis02-2331	243	52	web	web	NOUN
ajis02-2331	243	53	ecosystem	ecosystem	NOUN
ajis02-2331	243	54	12	12	NUM
ajis02-2331	243	55	desktop	desktop	NOUN
ajis02-2331	243	56	search	search	NOUN
ajis02-2331	243	57	:	:	PUNCT
ajis02-2331	243	58	as	as	SCONJ
ajis02-2331	243	59	indicated	indicate	VERB
ajis02-2331	243	60	by	by	ADP
ajis02-2331	243	61	barrows	barrow	NOUN
ajis02-2331	243	62	and	and	CCONJ
ajis02-2331	243	63	traverso	traverso	NOUN
ajis02-2331	243	64	(	(	PUNCT
ajis02-2331	243	65	2006	2006	NUM
ajis02-2331	243	66	)	)	PUNCT
ajis02-2331	243	67	,	,	PUNCT
ajis02-2331	243	68	google	google	PROPN
ajis02-2331	243	69	,	,	PUNCT
ajis02-2331	243	70	microsoft	microsoft	PROPN
ajis02-2331	243	71	,	,	PUNCT
ajis02-2331	243	72	yahoo	yahoo	PROPN
ajis02-2331	243	73	!	!	PROPN
ajis02-2331	243	74	and	and	CCONJ
ajis02-2331	243	75	other	other	ADJ
ajis02-2331	243	76	major	major	ADJ
ajis02-2331	243	77	search	search	NOUN
ajis02-2331	243	78	engine	engine	NOUN
ajis02-2331	243	79	players	player	NOUN
ajis02-2331	243	80	are	be	AUX
ajis02-2331	243	81	providing	provide	VERB
ajis02-2331	243	82	free	free	ADJ
ajis02-2331	243	83	downloaded	download	VERB
ajis02-2331	243	84	desktop	desktop	NOUN
ajis02-2331	243	85	search	search	NOUN
ajis02-2331	243	86	solutions	solution	NOUN
ajis02-2331	243	87	.	.	PUNCT
ajis02-2331	244	1	as	as	SCONJ
ajis02-2331	244	2	the	the	DET
ajis02-2331	244	3	storage	storage	NOUN
ajis02-2331	244	4	allows	allow	VERB
ajis02-2331	244	5	hundreds	hundred	NOUN
ajis02-2331	244	6	of	of	ADP
ajis02-2331	244	7	gigabytes	gigabyte	NOUN
ajis02-2331	244	8	of	of	ADP
ajis02-2331	244	9	data	datum	NOUN
ajis02-2331	244	10	and	and	CCONJ
ajis02-2331	244	11	beyond	beyond	ADV
ajis02-2331	244	12	,	,	PUNCT
ajis02-2331	244	13	the	the	DET
ajis02-2331	244	14	desktop	desktop	NOUN
ajis02-2331	244	15	search	search	NOUN
ajis02-2331	244	16	can	can	AUX
ajis02-2331	244	17	significantly	significantly	ADV
ajis02-2331	244	18	make	make	VERB
ajis02-2331	244	19	better	well	ADJ
ajis02-2331	244	20	user	user	NOUN
ajis02-2331	244	21	productivity	productivity	NOUN
ajis02-2331	244	22	.	.	PUNCT
ajis02-2331	245	1	in	in	ADP
ajis02-2331	245	2	these	these	DET
ajis02-2331	245	3	models	model	NOUN
ajis02-2331	245	4	,	,	PUNCT
ajis02-2331	245	5	indexing	indexing	NOUN
ajis02-2331	245	6	or	or	CCONJ
ajis02-2331	245	7	tagging	tagging	NOUN
ajis02-2331	245	8	can	can	AUX
ajis02-2331	245	9	enable	enable	VERB
ajis02-2331	245	10	users	user	NOUN
ajis02-2331	245	11	to	to	PART
ajis02-2331	245	12	access	access	VERB
ajis02-2331	245	13	information	information	NOUN
ajis02-2331	245	14	through	through	ADP
ajis02-2331	245	15	dynamic	dynamic	ADJ
ajis02-2331	245	16	integrated	integrate	VERB
ajis02-2331	245	17	navigational	navigational	ADJ
ajis02-2331	245	18	retrieval	retrieval	NOUN
ajis02-2331	245	19	systems	system	NOUN
ajis02-2331	245	20	.	.	PUNCT
ajis02-2331	246	1	they	they	PRON
ajis02-2331	246	2	can	can	AUX
ajis02-2331	246	3	act	act	VERB
ajis02-2331	246	4	as	as	SCONJ
ajis02-2331	246	5	agents	agent	NOUN
ajis02-2331	246	6	to	to	PART
ajis02-2331	246	7	return	return	VERB
ajis02-2331	246	8	pointers	pointer	NOUN
ajis02-2331	246	9	or	or	CCONJ
ajis02-2331	246	10	links	link	NOUN
ajis02-2331	246	11	to	to	ADP
ajis02-2331	246	12	the	the	DET
ajis02-2331	246	13	desired	desire	VERB
ajis02-2331	246	14	information	information	NOUN
ajis02-2331	246	15	.	.	PUNCT
ajis02-2331	247	1	intranet	intranet	NOUN
ajis02-2331	247	2	engine	engine	NOUN
ajis02-2331	247	3	:	:	PUNCT
ajis02-2331	247	4	searching	search	VERB
ajis02-2331	247	5	for	for	ADP
ajis02-2331	247	6	information	information	NOUN
ajis02-2331	247	7	on	on	ADP
ajis02-2331	247	8	the	the	DET
ajis02-2331	247	9	intranet	intranet	NOUN
ajis02-2331	247	10	is	be	AUX
ajis02-2331	247	11	rather	rather	ADV
ajis02-2331	247	12	a	a	DET
ajis02-2331	247	13	daunting	daunting	ADJ
ajis02-2331	247	14	task	task	NOUN
ajis02-2331	247	15	,	,	PUNCT
ajis02-2331	247	16	which	which	PRON
ajis02-2331	247	17	is	be	AUX
ajis02-2331	247	18	addressed	address	VERB
ajis02-2331	247	19	by	by	ADP
ajis02-2331	247	20	search	search	NOUN
ajis02-2331	247	21	tools	tool	NOUN
ajis02-2331	247	22	development	development	NOUN
ajis02-2331	247	23	companies	company	NOUN
ajis02-2331	247	24	,	,	PUNCT
ajis02-2331	247	25	such	such	ADJ
ajis02-2331	247	26	as	as	ADP
ajis02-2331	247	27	google	google	PROPN
ajis02-2331	247	28	and	and	CCONJ
ajis02-2331	247	29	thunderstone	thunderstone	NOUN
ajis02-2331	247	30	.	.	PUNCT
ajis02-2331	248	1	because	because	SCONJ
ajis02-2331	248	2	the	the	DET
ajis02-2331	248	3	performance	performance	NOUN
ajis02-2331	248	4	of	of	ADP
ajis02-2331	248	5	intranet	intranet	NOUN
ajis02-2331	248	6	search	search	NOUN
ajis02-2331	248	7	engines	engine	NOUN
ajis02-2331	248	8	differs	differ	VERB
ajis02-2331	248	9	dramatically	dramatically	ADV
ajis02-2331	248	10	,	,	PUNCT
ajis02-2331	248	11	isys	isys	PROPN
ajis02-2331	248	12	search	search	NOUN
ajis02-2331	248	13	software	software	NOUN
ajis02-2331	248	14	(	(	PUNCT
ajis02-2331	248	15	www.isysdemo.com	www.isysdemo.com	NOUN
ajis02-2331	248	16	)	)	PUNCT
ajis02-2331	248	17	suggests	suggest	VERB
ajis02-2331	248	18	that	that	SCONJ
ajis02-2331	248	19	features	feature	NOUN
ajis02-2331	248	20	should	should	AUX
ajis02-2331	248	21	be	be	AUX
ajis02-2331	248	22	considered	consider	VERB
ajis02-2331	248	23	carefully	carefully	ADV
ajis02-2331	248	24	.	.	PUNCT
ajis02-2331	249	1	however	however	ADV
ajis02-2331	249	2	,	,	PUNCT
ajis02-2331	249	3	in	in	ADP
ajis02-2331	249	4	isf	isf	PROPN
ajis02-2331	249	5	contexts	contexts	PROPN
ajis02-2331	249	6	,	,	PUNCT
ajis02-2331	249	7	the	the	DET
ajis02-2331	249	8	intranet	intranet	NOUN
ajis02-2331	249	9	engine	engine	NOUN
ajis02-2331	249	10	selection	selection	NOUN
ajis02-2331	249	11	is	be	AUX
ajis02-2331	249	12	the	the	DET
ajis02-2331	249	13	user	user	NOUN
ajis02-2331	249	14	’	'	PUNCT
ajis02-2331	249	15	choice	choice	NOUN
ajis02-2331	249	16	.	.	PUNCT
ajis02-2331	250	1	5.2	5.2	NUM
ajis02-2331	250	2	search	search	NOUN
ajis02-2331	250	3	results	result	NOUN
ajis02-2331	250	4	categorisation	categorisation	NOUN
ajis02-2331	250	5	and	and	CCONJ
ajis02-2331	250	6	clustering	cluster	VERB
ajis02-2331	250	7	knowledge	knowledge	NOUN
ajis02-2331	250	8	-	-	PUNCT
ajis02-2331	250	9	based	base	VERB
ajis02-2331	250	10	hierarchical	hierarchical	ADJ
ajis02-2331	250	11	ontologies	ontology	NOUN
ajis02-2331	250	12	are	be	AUX
ajis02-2331	250	13	considered	consider	VERB
ajis02-2331	250	14	for	for	ADP
ajis02-2331	250	15	categorising	categorise	VERB
ajis02-2331	250	16	and	and	CCONJ
ajis02-2331	250	17	interpreting	interpret	VERB
ajis02-2331	250	18	a	a	DET
ajis02-2331	250	19	considerable	considerable	ADJ
ajis02-2331	250	20	amount	amount	NOUN
ajis02-2331	250	21	of	of	ADP
ajis02-2331	250	22	information	information	NOUN
ajis02-2331	250	23	and	and	CCONJ
ajis02-2331	250	24	its	its	PRON
ajis02-2331	250	25	semantic	semantic	ADJ
ajis02-2331	250	26	content	content	NOUN
ajis02-2331	250	27	.	.	PUNCT
ajis02-2331	251	1	another	another	DET
ajis02-2331	251	2	method	method	NOUN
ajis02-2331	251	3	is	be	AUX
ajis02-2331	251	4	to	to	PART
ajis02-2331	251	5	arrange	arrange	VERB
ajis02-2331	251	6	the	the	DET
ajis02-2331	251	7	itemized	itemize	VERB
ajis02-2331	251	8	information	information	NOUN
ajis02-2331	251	9	into	into	ADP
ajis02-2331	251	10	different	different	ADJ
ajis02-2331	251	11	clusters	cluster	NOUN
ajis02-2331	251	12	according	accord	VERB
ajis02-2331	251	13	to	to	ADP
ajis02-2331	251	14	their	their	PRON
ajis02-2331	251	15	similarities	similarity	NOUN
ajis02-2331	251	16	.	.	PUNCT
ajis02-2331	252	1	in	in	ADP
ajis02-2331	252	2	isf	isf	PROPN
ajis02-2331	252	3	,	,	PUNCT
ajis02-2331	252	4	these	these	DET
ajis02-2331	252	5	two	two	NUM
ajis02-2331	252	6	approaches	approach	NOUN
ajis02-2331	252	7	are	be	AUX
ajis02-2331	252	8	combined	combine	VERB
ajis02-2331	252	9	to	to	PART
ajis02-2331	252	10	leverage	leverage	VERB
ajis02-2331	252	11	the	the	DET
ajis02-2331	252	12	advantages	advantage	NOUN
ajis02-2331	252	13	of	of	ADP
ajis02-2331	252	14	both	both	DET
ajis02-2331	252	15	tactics	tactic	NOUN
ajis02-2331	252	16	,	,	PUNCT
ajis02-2331	252	17	as	as	SCONJ
ajis02-2331	252	18	suggested	suggest	VERB
ajis02-2331	252	19	in	in	ADP
ajis02-2331	252	20	chau	chau	NOUN
ajis02-2331	252	21	and	and	CCONJ
ajis02-2331	252	22	chen	chen	PROPN
ajis02-2331	252	23	(	(	PUNCT
ajis02-2331	252	24	2008	2008	NUM
ajis02-2331	252	25	)	)	PUNCT
ajis02-2331	252	26	.	.	PUNCT
ajis02-2331	253	1	fine	fine	ADJ
ajis02-2331	253	2	-	-	PUNCT
ajis02-2331	253	3	grained	grain	VERB
ajis02-2331	253	4	ontologies	ontology	NOUN
ajis02-2331	253	5	:	:	PUNCT
ajis02-2331	253	6	the	the	DET
ajis02-2331	253	7	ontologies	ontology	NOUN
ajis02-2331	253	8	are	be	AUX
ajis02-2331	253	9	created	create	VERB
ajis02-2331	253	10	articulating	articulating	ADJ
ajis02-2331	253	11	various	various	ADJ
ajis02-2331	253	12	artefacts	artefact	NOUN
ajis02-2331	253	13	in	in	ADP
ajis02-2331	253	14	the	the	DET
ajis02-2331	253	15	isf	isf	NOUN
ajis02-2331	253	16	to	to	PART
ajis02-2331	253	17	improve	improve	VERB
ajis02-2331	253	18	the	the	DET
ajis02-2331	253	19	search	search	NOUN
ajis02-2331	253	20	process	process	NOUN
ajis02-2331	253	21	,	,	PUNCT
ajis02-2331	253	22	categorising	categorise	VERB
ajis02-2331	253	23	the	the	DET
ajis02-2331	253	24	search	search	NOUN
ajis02-2331	253	25	results	result	NOUN
ajis02-2331	253	26	based	base	VERB
ajis02-2331	253	27	on	on	ADP
ajis02-2331	253	28	semantics	semantic	NOUN
ajis02-2331	253	29	.	.	PUNCT
ajis02-2331	254	1	the	the	DET
ajis02-2331	254	2	search	search	NOUN
ajis02-2331	254	3	results	result	NOUN
ajis02-2331	254	4	are	be	AUX
ajis02-2331	254	5	further	far	ADV
ajis02-2331	254	6	filtered	filter	VERB
ajis02-2331	254	7	based	base	VERB
ajis02-2331	254	8	on	on	ADP
ajis02-2331	254	9	the	the	DET
ajis02-2331	254	10	user	user	NOUN
ajis02-2331	254	11	selection	selection	NOUN
ajis02-2331	254	12	and	and	CCONJ
ajis02-2331	254	13	accordingly	accordingly	ADV
ajis02-2331	254	14	classified	classify	VERB
ajis02-2331	254	15	under	under	ADP
ajis02-2331	254	16	the	the	DET
ajis02-2331	254	17	selected	select	VERB
ajis02-2331	254	18	category	category	NOUN
ajis02-2331	254	19	for	for	ADP
ajis02-2331	254	20	description	description	NOUN
ajis02-2331	254	21	and	and	CCONJ
ajis02-2331	254	22	presentation	presentation	NOUN
ajis02-2331	254	23	.	.	PUNCT
ajis02-2331	255	1	in	in	ADP
ajis02-2331	255	2	isf	isf	PROPN
ajis02-2331	255	3	,	,	PUNCT
ajis02-2331	255	4	the	the	DET
ajis02-2331	255	5	open	open	ADJ
ajis02-2331	255	6	directory	directory	NOUN
ajis02-2331	255	7	project	project	NOUN
ajis02-2331	255	8	(	(	PUNCT
ajis02-2331	255	9	odp	odp	PROPN
ajis02-2331	255	10	,	,	PUNCT
ajis02-2331	255	11	www.odp.org	www.odp.org	NUM
ajis02-2331	255	12	)	)	PUNCT
ajis02-2331	255	13	is	be	AUX
ajis02-2331	255	14	employed	employ	VERB
ajis02-2331	255	15	as	as	ADP
ajis02-2331	255	16	an	an	DET
ajis02-2331	255	17	ontology	ontology	NOUN
ajis02-2331	255	18	to	to	PART
ajis02-2331	255	19	present	present	VERB
ajis02-2331	255	20	the	the	DET
ajis02-2331	255	21	web	web	NOUN
ajis02-2331	255	22	knowledge	knowledge	NOUN
ajis02-2331	255	23	structure	structure	NOUN
ajis02-2331	255	24	.	.	PUNCT
ajis02-2331	256	1	the	the	DET
ajis02-2331	256	2	semantic	semantic	ADJ
ajis02-2331	256	3	characteristics	characteristic	NOUN
ajis02-2331	256	4	of	of	ADP
ajis02-2331	256	5	each	each	DET
ajis02-2331	256	6	category	category	NOUN
ajis02-2331	256	7	in	in	ADP
ajis02-2331	256	8	the	the	DET
ajis02-2331	256	9	odp	odp	NOUN
ajis02-2331	256	10	are	be	AUX
ajis02-2331	256	11	manifested	manifest	VERB
ajis02-2331	256	12	by	by	ADP
ajis02-2331	256	13	a	a	DET
ajis02-2331	256	14	category	category	NOUN
ajis02-2331	256	15	-	-	PUNCT
ajis02-2331	256	16	document	document	NOUN
ajis02-2331	256	17	that	that	PRON
ajis02-2331	256	18	includes	include	VERB
ajis02-2331	256	19	the	the	DET
ajis02-2331	256	20	topic	topic	NOUN
ajis02-2331	256	21	of	of	ADP
ajis02-2331	256	22	the	the	DET
ajis02-2331	256	23	odp	odp	PROPN
ajis02-2331	256	24	category	category	NOUN
ajis02-2331	256	25	,	,	PUNCT
ajis02-2331	256	26	the	the	DET
ajis02-2331	256	27	description	description	NOUN
ajis02-2331	256	28	of	of	ADP
ajis02-2331	256	29	the	the	DET
ajis02-2331	256	30	type	type	NOUN
ajis02-2331	256	31	and	and	CCONJ
ajis02-2331	256	32	a	a	DET
ajis02-2331	256	33	list	list	NOUN
ajis02-2331	256	34	of	of	ADP
ajis02-2331	256	35	submitted	submit	VERB
ajis02-2331	256	36	web	web	NOUN
ajis02-2331	256	37	-	-	NOUN
ajis02-2331	256	38	pages	page	NOUN
ajis02-2331	256	39	(	(	PUNCT
ajis02-2331	256	40	composed	compose	VERB
ajis02-2331	256	41	of	of	ADP
ajis02-2331	256	42	the	the	DET
ajis02-2331	256	43	title	title	NOUN
ajis02-2331	256	44	of	of	ADP
ajis02-2331	256	45	the	the	DET
ajis02-2331	256	46	web	web	NOUN
ajis02-2331	256	47	-	-	NOUN
ajis02-2331	256	48	pages	page	NOUN
ajis02-2331	256	49	and	and	CCONJ
ajis02-2331	256	50	a	a	DET
ajis02-2331	256	51	brief	brief	ADJ
ajis02-2331	256	52	description	description	NOUN
ajis02-2331	256	53	of	of	ADP
ajis02-2331	256	54	each	each	PRON
ajis02-2331	256	55	of	of	ADP
ajis02-2331	256	56	the	the	DET
ajis02-2331	256	57	submitted	submit	VERB
ajis02-2331	256	58	web	web	NOUN
ajis02-2331	256	59	-	-	NOUN
ajis02-2331	256	60	pages	page	NOUN
ajis02-2331	256	61	)	)	PUNCT
ajis02-2331	256	62	under	under	ADP
ajis02-2331	256	63	this	this	DET
ajis02-2331	256	64	category	category	NOUN
ajis02-2331	256	65	(	(	PUNCT
ajis02-2331	256	66	zhu	zhu	X
ajis02-2331	256	67	et	et	PROPN
ajis02-2331	256	68	al	al	PROPN
ajis02-2331	256	69	.	.	PROPN
ajis02-2331	256	70	2018	2018	NUM
ajis02-2331	256	71	)	)	PUNCT
ajis02-2331	256	72	.	.	PUNCT
ajis02-2331	257	1	categorising	categorise	VERB
ajis02-2331	257	2	search	search	NOUN
ajis02-2331	257	3	results	result	NOUN
ajis02-2331	257	4	:	:	PUNCT
ajis02-2331	257	5	text	text	NOUN
ajis02-2331	257	6	categorisation	categorisation	NOUN
ajis02-2331	257	7	is	be	AUX
ajis02-2331	257	8	the	the	DET
ajis02-2331	257	9	problem	problem	NOUN
ajis02-2331	257	10	of	of	ADP
ajis02-2331	257	11	assigning	assign	VERB
ajis02-2331	257	12	pre	pre	ADJ
ajis02-2331	257	13	-	-	ADJ
ajis02-2331	257	14	defined	define	VERB
ajis02-2331	257	15	categories	category	NOUN
ajis02-2331	257	16	to	to	ADP
ajis02-2331	257	17	free	free	ADJ
ajis02-2331	257	18	-	-	PUNCT
ajis02-2331	257	19	text	text	NOUN
ajis02-2331	257	20	documents	document	NOUN
ajis02-2331	257	21	(	(	PUNCT
ajis02-2331	257	22	croft	croft	PROPN
ajis02-2331	257	23	et	et	PROPN
ajis02-2331	257	24	al	al	PROPN
ajis02-2331	257	25	.	.	PROPN
ajis02-2331	257	26	2015	2015	NUM
ajis02-2331	257	27	)	)	PUNCT
ajis02-2331	257	28	.	.	PUNCT
ajis02-2331	258	1	in	in	ADP
ajis02-2331	258	2	isf	isf	PROPN
ajis02-2331	258	3	,	,	PUNCT
ajis02-2331	258	4	search	search	NOUN
ajis02-2331	258	5	results	result	NOUN
ajis02-2331	258	6	are	be	AUX
ajis02-2331	258	7	categorised	categorise	VERB
ajis02-2331	258	8	based	base	VERB
ajis02-2331	258	9	on	on	ADP
ajis02-2331	258	10	the	the	DET
ajis02-2331	258	11	odp	odp	NOUN
ajis02-2331	258	12	as	as	ADP
ajis02-2331	258	13	a	a	DET
ajis02-2331	258	14	lightweight	lightweight	ADJ
ajis02-2331	258	15	ontology	ontology	NOUN
ajis02-2331	258	16	.	.	PUNCT
ajis02-2331	259	1	the	the	DET
ajis02-2331	259	2	category	category	NOUN
ajis02-2331	259	3	-	-	PUNCT
ajis02-2331	259	4	documents	document	NOUN
ajis02-2331	259	5	in	in	ADP
ajis02-2331	259	6	the	the	DET
ajis02-2331	259	7	odp	odp	NOUN
ajis02-2331	259	8	are	be	AUX
ajis02-2331	259	9	employed	employ	VERB
ajis02-2331	259	10	as	as	ADP
ajis02-2331	259	11	a	a	DET
ajis02-2331	259	12	training	training	NOUN
ajis02-2331	259	13	data	datum	NOUN
ajis02-2331	259	14	set	set	VERB
ajis02-2331	259	15	and	and	CCONJ
ajis02-2331	259	16	an	an	DET
ajis02-2331	259	17	example	example	NOUN
ajis02-2331	259	18	-	-	PUNCT
ajis02-2331	259	19	based	base	VERB
ajis02-2331	259	20	categorization	categorization	NOUN
ajis02-2331	259	21	algorithm	algorithm	NOUN
ajis02-2331	259	22	,	,	PUNCT
ajis02-2331	259	23	which	which	PRON
ajis02-2331	259	24	utilizes	utilize	VERB
ajis02-2331	259	25	a	a	DET
ajis02-2331	259	26	vector	vector	NOUN
ajis02-2331	259	27	space	space	NOUN
ajis02-2331	259	28	model	model	NOUN
ajis02-2331	259	29	(	(	PUNCT
ajis02-2331	259	30	manning	man	VERB
ajis02-2331	259	31	2009	2009	NUM
ajis02-2331	259	32	)	)	PUNCT
ajis02-2331	259	33	,	,	PUNCT
ajis02-2331	259	34	is	be	AUX
ajis02-2331	259	35	described	describe	VERB
ajis02-2331	259	36	as	as	ADP
ajis02-2331	259	37	following	follow	VERB
ajis02-2331	259	38	.	.	PUNCT
ajis02-2331	260	1	let	let	VERB
ajis02-2331	260	2	𝑑𝑗	𝑑𝑗	VERB
ajis02-2331	260	3	=	=	SYM
ajis02-2331	260	4	{	{	PUNCT
ajis02-2331	260	5	𝑤1,𝑗	𝑤1,𝑗	PROPN
ajis02-2331	260	6	,	,	PUNCT
ajis02-2331	260	7	𝑤2,𝑗	𝑤2,𝑗	PROPN
ajis02-2331	260	8	,	,	PUNCT
ajis02-2331	260	9	…	…	PUNCT
ajis02-2331	260	10	𝑤𝑇,𝑗	𝑤𝑇,𝑗	PROPN
ajis02-2331	260	11	}	}	PUNCT
ajis02-2331	260	12	be	be	VERB
ajis02-2331	260	13	the	the	DET
ajis02-2331	260	14	j	j	PROPN
ajis02-2331	260	15	-	-	PUNCT
ajis02-2331	260	16	th	th	VERB
ajis02-2331	260	17	category	category	NOUN
ajis02-2331	260	18	-	-	PUNCT
ajis02-2331	260	19	document	document	NOUN
ajis02-2331	260	20	,	,	PUNCT
ajis02-2331	260	21	where	where	SCONJ
ajis02-2331	260	22	t	t	PROPN
ajis02-2331	260	23	is	be	AUX
ajis02-2331	260	24	the	the	DET
ajis02-2331	260	25	total	total	ADJ
ajis02-2331	260	26	number	number	NOUN
ajis02-2331	260	27	of	of	ADP
ajis02-2331	260	28	vocabularies	vocabulary	NOUN
ajis02-2331	260	29	in	in	ADP
ajis02-2331	260	30	isf	isf	PROPN
ajis02-2331	260	31	,	,	PUNCT
ajis02-2331	260	32	and	and	CCONJ
ajis02-2331	260	33	𝑞	𝑞	X
ajis02-2331	260	34	=	=	SYM
ajis02-2331	260	35	{	{	PUNCT
ajis02-2331	260	36	𝑤1,𝑞	𝑤1,𝑞	PROPN
ajis02-2331	260	37	,	,	PUNCT
ajis02-2331	260	38	𝑤2,𝑞	𝑤2,𝑞	PROPN
ajis02-2331	260	39	,	,	PUNCT
ajis02-2331	260	40	…	…	PUNCT
ajis02-2331	260	41	𝑤𝑇,𝑞	𝑤𝑇,𝑞	NOUN
ajis02-2331	260	42	}	}	PUNCT
ajis02-2331	260	43	is	be	AUX
ajis02-2331	260	44	the	the	DET
ajis02-2331	260	45	search	search	NOUN
ajis02-2331	260	46	item	item	NOUN
ajis02-2331	260	47	;	;	PUNCT
ajis02-2331	260	48	wi	wi	PROPN
ajis02-2331	260	49	,	,	PUNCT
ajis02-2331	260	50	j	j	PROPN
ajis02-2331	260	51	is	be	AUX
ajis02-2331	260	52	the	the	DET
ajis02-2331	260	53	tf	tf	PROPN
ajis02-2331	260	54	-	-	PUNCT
ajis02-2331	260	55	idf	idf	ADJ
ajis02-2331	260	56	(	(	PUNCT
ajis02-2331	260	57	term	term	NOUN
ajis02-2331	260	58	frequency	frequency	NOUN
ajis02-2331	260	59	-	-	PUNCT
ajis02-2331	260	60	inverse	inverse	NOUN
ajis02-2331	260	61	document	document	NOUN
ajis02-2331	260	62	frequency	frequency	NOUN
ajis02-2331	260	63	)	)	PUNCT
ajis02-2331	260	64	weight	weight	NOUN
ajis02-2331	260	65	of	of	ADP
ajis02-2331	260	66	i	i	PROPN
ajis02-2331	260	67	-	-	PUNCT
ajis02-2331	260	68	th	th	PROPN
ajis02-2331	260	69	term	term	NOUN
ajis02-2331	260	70	in	in	ADP
ajis02-2331	260	71	j	j	PROPN
ajis02-2331	260	72	-	-	PUNCT
ajis02-2331	260	73	th	th	VERB
ajis02-2331	260	74	document	document	NOUN
ajis02-2331	260	75	,	,	PUNCT
ajis02-2331	260	76	wi	wi	PROPN
ajis02-2331	260	77	,	,	PUNCT
ajis02-2331	260	78	q	q	PROPN
ajis02-2331	260	79	is	be	AUX
ajis02-2331	260	80	the	the	DET
ajis02-2331	260	81	tf	tf	PROPN
ajis02-2331	260	82	-	-	PUNCT
ajis02-2331	260	83	idf	idf	PROPN
ajis02-2331	260	84	weight	weight	NOUN
ajis02-2331	260	85	of	of	ADP
ajis02-2331	260	86	i	i	PROPN
ajis02-2331	260	87	-	-	PUNCT
ajis02-2331	260	88	th	th	PROPN
ajis02-2331	260	89	term	term	NOUN
ajis02-2331	260	90	in	in	ADP
ajis02-2331	260	91	the	the	DET
ajis02-2331	260	92	search	search	NOUN
ajis02-2331	260	93	item	item	NOUN
ajis02-2331	260	94	.	.	PUNCT
ajis02-2331	261	1	the	the	DET
ajis02-2331	261	2	similarity	similarity	NOUN
ajis02-2331	261	3	between	between	ADP
ajis02-2331	261	4	q	q	PROPN
ajis02-2331	261	5	and	and	CCONJ
ajis02-2331	261	6	dj	dj	NOUN
ajis02-2331	261	7	is	be	AUX
ajis02-2331	261	8	estimated	estimate	VERB
ajis02-2331	261	9	by	by	ADP
ajis02-2331	261	10	the	the	DET
ajis02-2331	261	11	cosine	cosine	NOUN
ajis02-2331	261	12	value	value	NOUN
ajis02-2331	261	13	of	of	ADP
ajis02-2331	261	14	the	the	DET
ajis02-2331	261	15	angle	angle	NOUN
ajis02-2331	261	16	θ	θ	PROPN
ajis02-2331	261	17	of	of	ADP
ajis02-2331	261	18	the	the	DET
ajis02-2331	261	19	two	two	NUM
ajis02-2331	261	20	vectors	vector	NOUN
ajis02-2331	261	21	:	:	PUNCT
ajis02-2331	261	22	𝑠𝑖𝑚(𝑑𝑗	𝑠𝑖𝑚(𝑑𝑗	NOUN
ajis02-2331	261	23	,	,	PUNCT
ajis02-2331	261	24	𝑞	𝑞	X
ajis02-2331	261	25	)	)	PUNCT
ajis02-2331	261	26	=	=	SYM
ajis02-2331	261	27	cos(𝜃	cos(𝜃	PROPN
ajis02-2331	261	28	)	)	PUNCT
ajis02-2331	261	29	=	=	PUNCT
ajis02-2331	262	1	𝑑𝑗•𝑞	𝑑𝑗•𝑞	PROPN
ajis02-2331	262	2	|𝑑𝑗|	|𝑑𝑗|	NUM
ajis02-2331	262	3	×	×	NOUN
ajis02-2331	262	4	|𝑞|	|𝑞|	ADV
ajis02-2331	262	5	=	=	SYM
ajis02-2331	262	6	∑	∑	PROPN
ajis02-2331	262	7	(	(	PUNCT
ajis02-2331	262	8	𝑤𝑖,𝑗	𝑤𝑖,𝑗	NUM
ajis02-2331	262	9	×	×	PROPN
ajis02-2331	262	10	𝑤𝑖,𝑞)𝑇	𝑤𝑖,𝑞)𝑇	NUM
ajis02-2331	262	11	𝑖=1	𝑖=1	PROPN
ajis02-2331	262	12	√∑	√∑	PRON
ajis02-2331	262	13	𝑤𝑖,𝑗	𝑤𝑖,𝑗	NOUN
ajis02-2331	262	14	2𝑇	2𝑇	PROPN
ajis02-2331	262	15	𝑖=1	𝑖=1	PUNCT
ajis02-2331	262	16	∑	∑	PROPN
ajis02-2331	262	17	𝑤𝑖,𝑞	𝑤𝑖,𝑞	PUNCT
ajis02-2331	262	18	2𝑇	2𝑇	NOUN
ajis02-2331	262	19	𝑖=1	𝑖=1	PUNCT
ajis02-2331	263	1	the	the	DET
ajis02-2331	263	2	similarities	similarity	NOUN
ajis02-2331	263	3	between	between	ADP
ajis02-2331	263	4	q	q	PROPN
ajis02-2331	263	5	and	and	CCONJ
ajis02-2331	263	6	the	the	DET
ajis02-2331	263	7	dj	dj	PROPN
ajis02-2331	263	8	,	,	PUNCT
ajis02-2331	263	9	j	j	PROPN
ajis02-2331	263	10	=	=	SYM
ajis02-2331	263	11	1	1	NUM
ajis02-2331	263	12	,	,	PUNCT
ajis02-2331	263	13	2	2	NUM
ajis02-2331	263	14	…	…	SYM
ajis02-2331	263	15	n	n	CCONJ
ajis02-2331	263	16	(	(	PUNCT
ajis02-2331	263	17	where	where	SCONJ
ajis02-2331	263	18	n	n	PRON
ajis02-2331	263	19	is	be	AUX
ajis02-2331	263	20	a	a	DET
ajis02-2331	263	21	total	total	ADJ
ajis02-2331	263	22	number	number	NOUN
ajis02-2331	263	23	of	of	ADP
ajis02-2331	263	24	categorydocuments	categorydocument	NOUN
ajis02-2331	263	25	in	in	ADP
ajis02-2331	263	26	isf	isf	PROPN
ajis02-2331	263	27	)	)	PUNCT
ajis02-2331	263	28	are	be	AUX
ajis02-2331	263	29	ranked	rank	VERB
ajis02-2331	263	30	/	/	PUNCT
ajis02-2331	263	31	sorted	sort	VERB
ajis02-2331	263	32	in	in	ADP
ajis02-2331	263	33	their	their	PRON
ajis02-2331	263	34	descending	descend	VERB
ajis02-2331	263	35	order	order	NOUN
ajis02-2331	263	36	.	.	PUNCT
ajis02-2331	264	1	for	for	ADP
ajis02-2331	264	2	top	top	ADJ
ajis02-2331	264	3	k	k	PROPN
ajis02-2331	264	4	ranked	rank	VERB
ajis02-2331	264	5	categorydocuments	categorydocument	NOUN
ajis02-2331	264	6	,	,	PUNCT
ajis02-2331	264	7	suppose	suppose	VERB
ajis02-2331	264	8	their	their	PRON
ajis02-2331	264	9	corresponding	correspond	VERB
ajis02-2331	264	10	odp	odp	PROPN
ajis02-2331	264	11	category	category	NOUN
ajis02-2331	264	12	is	be	AUX
ajis02-2331	264	13	∁	∁	PROPN
ajis02-2331	264	14	=	=	SYM
ajis02-2331	264	15	{	{	PUNCT
ajis02-2331	264	16	c1	c1	PROPN
ajis02-2331	264	17	,	,	PUNCT
ajis02-2331	264	18	c2	c2	PROPN
ajis02-2331	264	19	…	…	PUNCT
ajis02-2331	264	20	ck	ck	PROPN
ajis02-2331	264	21	}	}	PUNCT
ajis02-2331	264	22	,	,	PUNCT
ajis02-2331	264	23	q	q	PROPN
ajis02-2331	264	24	is	be	AUX
ajis02-2331	264	25	assigned	assign	VERB
ajis02-2331	264	26	to	to	ADP
ajis02-2331	264	27	the	the	DET
ajis02-2331	264	28	category	category	NOUN
ajis02-2331	264	29	selected	select	VERB
ajis02-2331	264	30	from	from	ADP
ajis02-2331	264	31	∁	∁	PROPN
ajis02-2331	264	32	by	by	ADP
ajis02-2331	264	33	dominant	dominant	ADJ
ajis02-2331	264	34	majority	majority	NOUN
ajis02-2331	264	35	voting	voting	NOUN
ajis02-2331	264	36	algorithm	algorithm	NOUN
ajis02-2331	264	37	,	,	PUNCT
ajis02-2331	264	38	as	as	SCONJ
ajis02-2331	264	39	shown	show	VERB
ajis02-2331	264	40	in	in	ADP
ajis02-2331	264	41	figure	figure	NOUN
ajis02-2331	264	42	6	6	NUM
ajis02-2331	264	43	.	.	PUNCT
ajis02-2331	265	1	australasian	australasian	ADJ
ajis02-2331	265	2	journal	journal	NOUN
ajis02-2331	265	3	of	of	ADP
ajis02-2331	265	4	information	information	NOUN
ajis02-2331	265	5	systems	systems	PROPN
ajis02-2331	265	6	zhu	zhu	PROPN
ajis02-2331	265	7	,	,	PUNCT
ajis02-2331	265	8	nimmagadda	nimmagadda	NOUN
ajis02-2331	265	9	,	,	PUNCT
ajis02-2331	265	10	reiners	reiner	NOUN
ajis02-2331	265	11	&	&	CCONJ
ajis02-2331	265	12	rudra	rudra	PROPN
ajis02-2331	265	13	2020	2020	NUM
ajis02-2331	265	14	,	,	PUNCT
ajis02-2331	265	15	vol	vol	NOUN
ajis02-2331	265	16	24	24	NUM
ajis02-2331	265	17	,	,	PUNCT
ajis02-2331	265	18	research	research	NOUN
ajis02-2331	265	19	article	article	NOUN
ajis02-2331	265	20	integrated	integrate	VERB
ajis02-2331	265	21	search	search	NOUN
ajis02-2331	265	22	framework	framework	NOUN
ajis02-2331	265	23	for	for	ADP
ajis02-2331	265	24	the	the	DET
ajis02-2331	265	25	knowledge	knowledge	NOUN
ajis02-2331	265	26	-	-	PUNCT
ajis02-2331	265	27	based	base	VERB
ajis02-2331	265	28	web	web	NOUN
ajis02-2331	265	29	ecosystem	ecosystem	NOUN
ajis02-2331	265	30	13	13	NUM
ajis02-2331	265	31	figure	figure	NOUN
ajis02-2331	265	32	6	6	NUM
ajis02-2331	265	33	.	.	PUNCT
ajis02-2331	265	34	majority	majority	NOUN
ajis02-2331	265	35	voting	vote	VERB
ajis02-2331	265	36	algorithm	algorithm	NOUN
ajis02-2331	265	37	for	for	ADP
ajis02-2331	265	38	text	text	NOUN
ajis02-2331	265	39	classification	classification	NOUN
ajis02-2331	265	40	clustering	clustering	NOUN
ajis02-2331	265	41	:	:	PUNCT
ajis02-2331	265	42	text	text	NOUN
ajis02-2331	265	43	clustering	clustering	NOUN
ajis02-2331	265	44	aims	aim	VERB
ajis02-2331	265	45	at	at	ADP
ajis02-2331	265	46	assembling	assemble	VERB
ajis02-2331	265	47	documents	document	NOUN
ajis02-2331	265	48	that	that	PRON
ajis02-2331	265	49	are	be	AUX
ajis02-2331	265	50	related	relate	VERB
ajis02-2331	265	51	among	among	ADP
ajis02-2331	265	52	themselves	themselves	PRON
ajis02-2331	265	53	and	and	CCONJ
ajis02-2331	265	54	satisfy	satisfy	VERB
ajis02-2331	265	55	a	a	DET
ajis02-2331	265	56	set	set	NOUN
ajis02-2331	265	57	of	of	ADP
ajis02-2331	265	58	features	feature	NOUN
ajis02-2331	265	59	.	.	PUNCT
ajis02-2331	266	1	it	it	PRON
ajis02-2331	266	2	can	can	AUX
ajis02-2331	266	3	be	be	AUX
ajis02-2331	266	4	used	use	VERB
ajis02-2331	266	5	to	to	PART
ajis02-2331	266	6	expand	expand	VERB
ajis02-2331	266	7	a	a	DET
ajis02-2331	266	8	user	user	NOUN
ajis02-2331	266	9	query	query	NOUN
ajis02-2331	266	10	with	with	ADP
ajis02-2331	266	11	new	new	ADJ
ajis02-2331	266	12	and	and	CCONJ
ajis02-2331	266	13	related	related	ADJ
ajis02-2331	266	14	index	index	NOUN
ajis02-2331	266	15	terms	term	NOUN
ajis02-2331	266	16	(	(	PUNCT
ajis02-2331	266	17	croft	croft	PROPN
ajis02-2331	266	18	et	et	PROPN
ajis02-2331	266	19	al	al	PROPN
ajis02-2331	266	20	.	.	PROPN
ajis02-2331	266	21	2015	2015	NUM
ajis02-2331	266	22	)	)	PUNCT
ajis02-2331	266	23	and	and	CCONJ
ajis02-2331	266	24	to	to	PART
ajis02-2331	266	25	facilitate	facilitate	VERB
ajis02-2331	266	26	users	user	NOUN
ajis02-2331	266	27	to	to	PART
ajis02-2331	266	28	browse	browse	VERB
ajis02-2331	266	29	the	the	DET
ajis02-2331	266	30	retrieved	retrieve	VERB
ajis02-2331	266	31	results	result	NOUN
ajis02-2331	266	32	.	.	PUNCT
ajis02-2331	267	1	many	many	ADJ
ajis02-2331	267	2	clustering	clustering	ADJ
ajis02-2331	267	3	algorithms	algorithm	NOUN
ajis02-2331	267	4	are	be	AUX
ajis02-2331	267	5	available	available	ADJ
ajis02-2331	267	6	,	,	PUNCT
ajis02-2331	267	7	such	such	ADJ
ajis02-2331	267	8	as	as	ADP
ajis02-2331	267	9	the	the	DET
ajis02-2331	267	10	k	k	NOUN
ajis02-2331	267	11	-	-	ADJ
ajis02-2331	267	12	mean	mean	ADJ
ajis02-2331	267	13	clustering	clustering	ADJ
ajis02-2331	267	14	algorithm	algorithm	NOUN
ajis02-2331	267	15	and	and	CCONJ
ajis02-2331	267	16	fuzzy	fuzzy	ADJ
ajis02-2331	267	17	c	c	NOUN
ajis02-2331	267	18	-	-	PUNCT
ajis02-2331	267	19	means	mean	NOUN
ajis02-2331	267	20	.	.	PUNCT
ajis02-2331	268	1	in	in	ADP
ajis02-2331	268	2	isf	isf	PROPN
ajis02-2331	268	3	,	,	PUNCT
ajis02-2331	268	4	k	k	NOUN
ajis02-2331	268	5	-	-	NOUN
ajis02-2331	268	6	mean	mean	NOUN
ajis02-2331	268	7	is	be	AUX
ajis02-2331	268	8	chosen	choose	VERB
ajis02-2331	268	9	to	to	PART
ajis02-2331	268	10	cluster	cluster	NOUN
ajis02-2331	268	11	returned	return	VERB
ajis02-2331	268	12	search	search	NOUN
ajis02-2331	268	13	results	result	NOUN
ajis02-2331	268	14	.	.	PUNCT
ajis02-2331	269	1	two	two	NUM
ajis02-2331	269	2	essential	essential	ADJ
ajis02-2331	269	3	issues	issue	NOUN
ajis02-2331	269	4	of	of	ADP
ajis02-2331	269	5	k	k	NOUN
ajis02-2331	269	6	-	-	PUNCT
ajis02-2331	269	7	means	mean	NOUN
ajis02-2331	269	8	are	be	AUX
ajis02-2331	269	9	how	how	SCONJ
ajis02-2331	269	10	to	to	PART
ajis02-2331	269	11	decide	decide	VERB
ajis02-2331	269	12	a	a	DET
ajis02-2331	269	13	proper	proper	ADJ
ajis02-2331	269	14	k	k	NOUN
ajis02-2331	269	15	and	and	CCONJ
ajis02-2331	269	16	how	how	SCONJ
ajis02-2331	269	17	to	to	PART
ajis02-2331	269	18	select	select	VERB
ajis02-2331	269	19	the	the	DET
ajis02-2331	269	20	original	original	ADJ
ajis02-2331	269	21	k	k	PROPN
ajis02-2331	269	22	cluster	cluster	NOUN
ajis02-2331	269	23	centres	centre	NOUN
ajis02-2331	269	24	.	.	PUNCT
ajis02-2331	270	1	since	since	SCONJ
ajis02-2331	270	2	the	the	DET
ajis02-2331	270	3	search	search	NOUN
ajis02-2331	270	4	results	result	NOUN
ajis02-2331	270	5	are	be	AUX
ajis02-2331	270	6	categorized	categorize	VERB
ajis02-2331	270	7	based	base	VERB
ajis02-2331	270	8	on	on	ADP
ajis02-2331	270	9	the	the	DET
ajis02-2331	270	10	odp	odp	PROPN
ajis02-2331	270	11	category	category	NOUN
ajis02-2331	270	12	,	,	PUNCT
ajis02-2331	270	13	the	the	DET
ajis02-2331	270	14	number	number	NOUN
ajis02-2331	270	15	of	of	ADP
ajis02-2331	270	16	the	the	DET
ajis02-2331	270	17	first	first	ADJ
ajis02-2331	270	18	level	level	NOUN
ajis02-2331	270	19	categories	category	NOUN
ajis02-2331	270	20	under	under	ADP
ajis02-2331	270	21	which	which	PRON
ajis02-2331	270	22	search	search	NOUN
ajis02-2331	270	23	results	result	NOUN
ajis02-2331	270	24	are	be	AUX
ajis02-2331	270	25	assigned	assign	VERB
ajis02-2331	270	26	is	be	AUX
ajis02-2331	270	27	a	a	DET
ajis02-2331	270	28	suitable	suitable	ADJ
ajis02-2331	270	29	candidate	candidate	NOUN
ajis02-2331	270	30	for	for	ADP
ajis02-2331	270	31	k	k	PROPN
ajis02-2331	270	32	in	in	ADP
ajis02-2331	270	33	isf	isf	PROPN
ajis02-2331	270	34	.	.	PUNCT
ajis02-2331	271	1	meanwhile	meanwhile	ADV
ajis02-2331	271	2	,	,	PUNCT
ajis02-2331	271	3	the	the	DET
ajis02-2331	271	4	returned	return	VERB
ajis02-2331	271	5	search	search	NOUN
ajis02-2331	271	6	result	result	NOUN
ajis02-2331	271	7	rk	rk	NOUN
ajis02-2331	271	8	that	that	PRON
ajis02-2331	271	9	is	be	AUX
ajis02-2331	271	10	most	most	ADV
ajis02-2331	271	11	similar	similar	ADJ
ajis02-2331	271	12	to	to	ADP
ajis02-2331	271	13	a	a	DET
ajis02-2331	271	14	candidate	candidate	NOUN
ajis02-2331	271	15	category	category	NOUN
ajis02-2331	271	16	cj	cj	PROPN
ajis02-2331	271	17	,	,	PUNCT
ajis02-2331	271	18	is	be	AUX
ajis02-2331	271	19	assigned	assign	VERB
ajis02-2331	271	20	as	as	ADP
ajis02-2331	271	21	the	the	DET
ajis02-2331	271	22	centre	centre	NOUN
ajis02-2331	271	23	of	of	ADP
ajis02-2331	271	24	a	a	DET
ajis02-2331	271	25	new	new	ADJ
ajis02-2331	271	26	cluster	cluster	NOUN
ajis02-2331	271	27	,	,	PUNCT
ajis02-2331	271	28	and	and	CCONJ
ajis02-2331	271	29	as	as	ADP
ajis02-2331	271	30	a	a	DET
ajis02-2331	271	31	consequence	consequence	NOUN
ajis02-2331	271	32	,	,	PUNCT
ajis02-2331	271	33	we	we	PRON
ajis02-2331	271	34	can	can	AUX
ajis02-2331	271	35	select	select	VERB
ajis02-2331	271	36	k	k	PROPN
ajis02-2331	271	37	<	<	X
ajis02-2331	271	38	=	=	X
ajis02-2331	271	39	c	c	PROPN
ajis02-2331	271	40	clusters	cluster	NOUN
ajis02-2331	271	41	for	for	ADP
ajis02-2331	271	42	search	search	NOUN
ajis02-2331	271	43	results	result	NOUN
ajis02-2331	271	44	clustering	cluster	VERB
ajis02-2331	271	45	where	where	SCONJ
ajis02-2331	271	46	k	k	PROPN
ajis02-2331	271	47	is	be	AUX
ajis02-2331	271	48	the	the	DET
ajis02-2331	271	49	number	number	NOUN
ajis02-2331	271	50	of	of	ADP
ajis02-2331	271	51	generated	generate	VERB
ajis02-2331	271	52	clusters	cluster	NOUN
ajis02-2331	271	53	and	and	CCONJ
ajis02-2331	271	54	c	c	NOUN
ajis02-2331	271	55	is	be	AUX
ajis02-2331	271	56	the	the	DET
ajis02-2331	271	57	total	total	ADJ
ajis02-2331	271	58	number	number	NOUN
ajis02-2331	271	59	of	of	ADP
ajis02-2331	271	60	top	top	ADJ
ajis02-2331	271	61	-	-	PUNCT
ajis02-2331	271	62	level	level	NOUN
ajis02-2331	271	63	odp	odp	NOUN
ajis02-2331	271	64	categories	category	NOUN
ajis02-2331	271	65	.	.	PUNCT
ajis02-2331	272	1	cosine	cosine	NOUN
ajis02-2331	272	2	similarity	similarity	NOUN
ajis02-2331	272	3	(	(	PUNCT
ajis02-2331	272	4	as	as	SCONJ
ajis02-2331	272	5	described	describe	VERB
ajis02-2331	272	6	above	above	ADV
ajis02-2331	272	7	)	)	PUNCT
ajis02-2331	272	8	is	be	AUX
ajis02-2331	272	9	utilized	utilize	VERB
ajis02-2331	272	10	to	to	PART
ajis02-2331	272	11	estimate	estimate	VERB
ajis02-2331	272	12	the	the	DET
ajis02-2331	272	13	“	"	PUNCT
ajis02-2331	272	14	likelihood	likelihood	NOUN
ajis02-2331	272	15	”	"	PUNCT
ajis02-2331	272	16	among	among	ADP
ajis02-2331	272	17	neighbouring	neighbouring	ADJ
ajis02-2331	272	18	groups	group	NOUN
ajis02-2331	272	19	.	.	PUNCT
ajis02-2331	273	1	filtering	filter	VERB
ajis02-2331	273	2	:	:	PUNCT
ajis02-2331	273	3	google	google	PROPN
ajis02-2331	273	4	and	and	CCONJ
ajis02-2331	273	5	facebook	facebook	PROPN
ajis02-2331	273	6	introduced	introduce	VERB
ajis02-2331	273	7	personalisation	personalisation	NOUN
ajis02-2331	273	8	features	feature	NOUN
ajis02-2331	273	9	with	with	ADP
ajis02-2331	273	10	improved	improved	ADJ
ajis02-2331	273	11	algorithms	algorithm	NOUN
ajis02-2331	273	12	that	that	PRON
ajis02-2331	273	13	filter	filter	VERB
ajis02-2331	273	14	information	information	NOUN
ajis02-2331	273	15	as	as	ADP
ajis02-2331	273	16	per	per	ADP
ajis02-2331	273	17	user	user	NOUN
ajis02-2331	273	18	requirements	requirement	NOUN
ajis02-2331	273	19	and	and	CCONJ
ajis02-2331	273	20	motivate	motivate	VERB
ajis02-2331	273	21	the	the	DET
ajis02-2331	273	22	filtering	filter	VERB
ajis02-2331	273	23	process	process	NOUN
ajis02-2331	273	24	.	.	PUNCT
ajis02-2331	274	1	we	we	PRON
ajis02-2331	274	2	further	far	ADV
ajis02-2331	274	3	analyse	analyse	VERB
ajis02-2331	274	4	filtering	filtering	NOUN
ajis02-2331	274	5	processes	process	NOUN
ajis02-2331	274	6	to	to	PART
ajis02-2331	274	7	show	show	VERB
ajis02-2331	274	8	how	how	SCONJ
ajis02-2331	274	9	the	the	DET
ajis02-2331	274	10	personalisation	personalisation	NOUN
ajis02-2331	274	11	can	can	AUX
ajis02-2331	274	12	be	be	AUX
ajis02-2331	274	13	linked	link	VERB
ajis02-2331	274	14	to	to	ADP
ajis02-2331	274	15	filtering	filter	VERB
ajis02-2331	274	16	techniques	technique	NOUN
ajis02-2331	274	17	without	without	ADP
ajis02-2331	274	18	any	any	DET
ajis02-2331	274	19	bias	bias	NOUN
ajis02-2331	274	20	of	of	ADP
ajis02-2331	274	21	human	human	ADJ
ajis02-2331	274	22	and	and	CCONJ
ajis02-2331	274	23	computer	computer	NOUN
ajis02-2331	274	24	interaction	interaction	NOUN
ajis02-2331	274	25	.	.	PUNCT
ajis02-2331	275	1	search	search	NOUN
ajis02-2331	275	2	result	result	NOUN
ajis02-2331	275	3	filtering	filtering	NOUN
ajis02-2331	275	4	is	be	AUX
ajis02-2331	275	5	decided	decide	VERB
ajis02-2331	275	6	in	in	ADP
ajis02-2331	275	7	isf	isf	PROPN
ajis02-2331	275	8	by	by	ADP
ajis02-2331	275	9	two	two	NUM
ajis02-2331	275	10	factors	factor	NOUN
ajis02-2331	275	11	:	:	PUNCT
ajis02-2331	275	12	one	one	NUM
ajis02-2331	275	13	is	be	AUX
ajis02-2331	275	14	the	the	DET
ajis02-2331	275	15	user	user	NOUN
ajis02-2331	275	16	’s	’s	PART
ajis02-2331	275	17	selection	selection	NOUN
ajis02-2331	275	18	of	of	ADP
ajis02-2331	275	19	an	an	DET
ajis02-2331	275	20	existing	exist	VERB
ajis02-2331	275	21	category	category	NOUN
ajis02-2331	275	22	of	of	ADP
ajis02-2331	275	23	the	the	DET
ajis02-2331	275	24	ontology	ontology	NOUN
ajis02-2331	275	25	;	;	PUNCT
ajis02-2331	275	26	another	another	DET
ajis02-2331	275	27	factor	factor	NOUN
ajis02-2331	275	28	is	be	AUX
ajis02-2331	275	29	the	the	DET
ajis02-2331	275	30	pre	pre	ADJ
ajis02-2331	275	31	-	-	ADJ
ajis02-2331	275	32	built	build	VERB
ajis02-2331	275	33	user	user	NOUN
ajis02-2331	275	34	profile	profile	NOUN
ajis02-2331	275	35	that	that	PRON
ajis02-2331	275	36	is	be	AUX
ajis02-2331	275	37	to	to	PART
ajis02-2331	275	38	be	be	AUX
ajis02-2331	275	39	discussed	discuss	VERB
ajis02-2331	275	40	in	in	ADP
ajis02-2331	275	41	the	the	DET
ajis02-2331	275	42	next	next	ADJ
ajis02-2331	275	43	section	section	NOUN
ajis02-2331	275	44	.	.	PUNCT
ajis02-2331	276	1	with	with	ADP
ajis02-2331	276	2	a	a	DET
ajis02-2331	276	3	user	user	NOUN
ajis02-2331	276	4	choosing	choose	VERB
ajis02-2331	276	5	several	several	ADJ
ajis02-2331	276	6	categories	category	NOUN
ajis02-2331	276	7	,	,	PUNCT
ajis02-2331	276	8	only	only	ADV
ajis02-2331	276	9	search	search	NOUN
ajis02-2331	276	10	results	result	NOUN
ajis02-2331	276	11	categorised	categorise	VERB
ajis02-2331	276	12	under	under	ADP
ajis02-2331	276	13	the	the	DET
ajis02-2331	276	14	categories	category	NOUN
ajis02-2331	276	15	are	be	AUX
ajis02-2331	276	16	presented	present	VERB
ajis02-2331	276	17	to	to	ADP
ajis02-2331	276	18	the	the	DET
ajis02-2331	276	19	user	user	NOUN
ajis02-2331	276	20	,	,	PUNCT
ajis02-2331	276	21	and	and	CCONJ
ajis02-2331	276	22	other	other	ADJ
ajis02-2331	276	23	information	information	NOUN
ajis02-2331	276	24	is	be	AUX
ajis02-2331	276	25	filtered	filter	VERB
ajis02-2331	276	26	out	out	ADP
ajis02-2331	276	27	.	.	PUNCT
ajis02-2331	277	1	however	however	ADV
ajis02-2331	277	2	,	,	PUNCT
ajis02-2331	277	3	even	even	ADV
ajis02-2331	277	4	if	if	SCONJ
ajis02-2331	277	5	the	the	DET
ajis02-2331	277	6	user	user	NOUN
ajis02-2331	277	7	does	do	AUX
ajis02-2331	277	8	not	not	PART
ajis02-2331	277	9	select	select	VERB
ajis02-2331	277	10	any	any	DET
ajis02-2331	277	11	pre	pre	ADJ
ajis02-2331	277	12	-	-	ADJ
ajis02-2331	277	13	defined	define	VERB
ajis02-2331	277	14	odp	odp	PROPN
ajis02-2331	277	15	categories	category	NOUN
ajis02-2331	277	16	,	,	PUNCT
ajis02-2331	277	17	the	the	DET
ajis02-2331	277	18	search	search	NOUN
ajis02-2331	277	19	results	result	NOUN
ajis02-2331	277	20	are	be	AUX
ajis02-2331	277	21	filtered	filter	VERB
ajis02-2331	277	22	as	as	ADV
ajis02-2331	277	23	well	well	ADV
ajis02-2331	277	24	by	by	ADP
ajis02-2331	277	25	default	default	NOUN
ajis02-2331	277	26	based	base	VERB
ajis02-2331	277	27	on	on	ADP
ajis02-2331	277	28	a	a	DET
ajis02-2331	277	29	pre	pre	ADJ
ajis02-2331	277	30	-	-	ADJ
ajis02-2331	277	31	built	build	VERB
ajis02-2331	277	32	user	user	NOUN
ajis02-2331	277	33	profile	profile	NOUN
ajis02-2331	277	34	.	.	PUNCT
ajis02-2331	278	1	search	search	NOUN
ajis02-2331	278	2	results	result	NOUN
ajis02-2331	278	3	are	be	AUX
ajis02-2331	278	4	compared	compare	VERB
ajis02-2331	278	5	with	with	ADP
ajis02-2331	278	6	the	the	DET
ajis02-2331	278	7	features	feature	NOUN
ajis02-2331	278	8	in	in	ADP
ajis02-2331	278	9	user	user	NOUN
ajis02-2331	278	10	profiles	profile	NOUN
ajis02-2331	278	11	and	and	CCONJ
ajis02-2331	278	12	re	re	VERB
ajis02-2331	278	13	-	-	VERB
ajis02-2331	278	14	ranked	rank	VERB
ajis02-2331	278	15	accordingly	accordingly	ADV
ajis02-2331	278	16	to	to	PART
ajis02-2331	278	17	ensure	ensure	VERB
ajis02-2331	278	18	only	only	ADJ
ajis02-2331	278	19	results	result	NOUN
ajis02-2331	278	20	having	have	VERB
ajis02-2331	278	21	similar	similar	ADJ
ajis02-2331	278	22	features	feature	NOUN
ajis02-2331	278	23	described	describe	VERB
ajis02-2331	278	24	by	by	ADP
ajis02-2331	278	25	user	user	NOUN
ajis02-2331	278	26	profiles	profile	NOUN
ajis02-2331	278	27	are	be	AUX
ajis02-2331	278	28	presented	present	VERB
ajis02-2331	278	29	to	to	ADP
ajis02-2331	278	30	the	the	DET
ajis02-2331	278	31	users	user	NOUN
ajis02-2331	278	32	.	.	PUNCT
ajis02-2331	279	1	5.3	5.3	NUM
ajis02-2331	279	2	expanding	expand	VERB
ajis02-2331	279	3	and	and	CCONJ
ajis02-2331	279	4	analysing	analyse	VERB
ajis02-2331	279	5	queries	query	NOUN
ajis02-2331	279	6	user	user	NOUN
ajis02-2331	279	7	profile	profile	NOUN
ajis02-2331	279	8	and	and	CCONJ
ajis02-2331	279	9	personalisation	personalisation	NOUN
ajis02-2331	279	10	:	:	PUNCT
ajis02-2331	279	11	a	a	DET
ajis02-2331	279	12	user	user	NOUN
ajis02-2331	279	13	profile	profile	NOUN
ajis02-2331	279	14	is	be	AUX
ajis02-2331	279	15	a	a	DET
ajis02-2331	279	16	reference	reference	NOUN
ajis02-2331	279	17	ontology	ontology	NOUN
ajis02-2331	279	18	in	in	ADP
ajis02-2331	279	19	which	which	PRON
ajis02-2331	279	20	each	each	DET
ajis02-2331	279	21	concept	concept	NOUN
ajis02-2331	279	22	has	have	VERB
ajis02-2331	279	23	a	a	DET
ajis02-2331	279	24	weight	weight	NOUN
ajis02-2331	279	25	indicating	indicate	VERB
ajis02-2331	279	26	the	the	DET
ajis02-2331	279	27	user	user	NOUN
ajis02-2331	279	28	’s	’s	PART
ajis02-2331	279	29	interest	interest	NOUN
ajis02-2331	279	30	in	in	ADP
ajis02-2331	279	31	that	that	DET
ajis02-2331	279	32	concept	concept	NOUN
ajis02-2331	279	33	(	(	PUNCT
ajis02-2331	279	34	croft	croft	PROPN
ajis02-2331	279	35	et	et	PROPN
ajis02-2331	279	36	al	al	PROPN
ajis02-2331	279	37	.	.	PROPN
ajis02-2331	279	38	2015	2015	NUM
ajis02-2331	279	39	)	)	PUNCT
ajis02-2331	279	40	.	.	PUNCT
ajis02-2331	280	1	an	an	DET
ajis02-2331	280	2	information	information	NOUN
ajis02-2331	280	3	space	space	NOUN
ajis02-2331	280	4	of	of	ADP
ajis02-2331	280	5	the	the	DET
ajis02-2331	280	6	odp	odp	PROPN
ajis02-2331	280	7	(	(	PUNCT
ajis02-2331	280	8	pitkow	pitkow	PROPN
ajis02-2331	280	9	et	et	PROPN
ajis02-2331	280	10	al	al	PROPN
ajis02-2331	280	11	.	.	PROPN
ajis02-2331	280	12	2002	2002	NUM
ajis02-2331	280	13	)	)	PUNCT
ajis02-2331	280	14	is	be	AUX
ajis02-2331	280	15	used	use	VERB
ajis02-2331	280	16	to	to	PART
ajis02-2331	280	17	represent	represent	VERB
ajis02-2331	280	18	user	user	NOUN
ajis02-2331	280	19	models	model	NOUN
ajis02-2331	280	20	.	.	PUNCT
ajis02-2331	281	1	as	as	SCONJ
ajis02-2331	281	2	suggested	suggest	VERB
ajis02-2331	281	3	in	in	ADP
ajis02-2331	281	4	dolog	dolog	NOUN
ajis02-2331	281	5	and	and	CCONJ
ajis02-2331	281	6	nejdl	nejdl	NOUN
ajis02-2331	281	7	(	(	PUNCT
ajis02-2331	281	8	2003	2003	NUM
ajis02-2331	281	9	)	)	PUNCT
ajis02-2331	281	10	,	,	PUNCT
ajis02-2331	281	11	the	the	DET
ajis02-2331	281	12	user	user	NOUN
ajis02-2331	281	13	model	model	NOUN
ajis02-2331	281	14	combines	combine	VERB
ajis02-2331	281	15	two	two	NUM
ajis02-2331	281	16	proposed	propose	VERB
ajis02-2331	281	17	standard	standard	ADJ
ajis02-2331	281	18	learner	learner	NOUN
ajis02-2331	281	19	profiles	profile	NOUN
ajis02-2331	281	20	,	,	PUNCT
ajis02-2331	281	21	ieee	ieee	NOUN
ajis02-2331	281	22	personal	personal	ADJ
ajis02-2331	281	23	and	and	CCONJ
ajis02-2331	281	24	private	private	ADJ
ajis02-2331	281	25	information	information	NOUN
ajis02-2331	281	26	and	and	CCONJ
ajis02-2331	281	27	ims	ims	PROPN
ajis02-2331	281	28	learner	learner	NOUN
ajis02-2331	281	29	information	information	NOUN
ajis02-2331	281	30	package	package	NOUN
ajis02-2331	281	31	(	(	PUNCT
ajis02-2331	281	32	lip	lip	NOUN
ajis02-2331	281	33	)	)	PUNCT
ajis02-2331	281	34	to	to	PART
ajis02-2331	281	35	express	express	VERB
ajis02-2331	281	36	the	the	DET
ajis02-2331	281	37	features	feature	NOUN
ajis02-2331	281	38	of	of	ADP
ajis02-2331	281	39	a	a	DET
ajis02-2331	281	40	user	user	NOUN
ajis02-2331	281	41	.	.	PUNCT
ajis02-2331	282	1	the	the	DET
ajis02-2331	282	2	precision	precision	NOUN
ajis02-2331	282	3	and	and	CCONJ
ajis02-2331	282	4	recall	recall	NOUN
ajis02-2331	282	5	of	of	ADP
ajis02-2331	282	6	metasearch	metasearch	NOUN
ajis02-2331	282	7	engines	engine	NOUN
ajis02-2331	282	8	are	be	AUX
ajis02-2331	282	9	improved	improve	VERB
ajis02-2331	282	10	through	through	ADP
ajis02-2331	282	11	mining	mining	NOUN
ajis02-2331	282	12	association	association	NOUN
ajis02-2331	282	13	rules	rule	NOUN
ajis02-2331	282	14	that	that	PRON
ajis02-2331	282	15	reflect	reflect	VERB
ajis02-2331	282	16	the	the	DET
ajis02-2331	282	17	user	user	NOUN
ajis02-2331	282	18	’	'	PUNCT
ajis02-2331	282	19	past	past	ADJ
ajis02-2331	282	20	search	search	NOUN
ajis02-2331	282	21	behaviour	behaviour	NOUN
ajis02-2331	282	22	.	.	PUNCT
ajis02-2331	283	1	isf	isf	PROPN
ajis02-2331	283	2	cuts	cut	VERB
ajis02-2331	283	3	off	off	ADP
ajis02-2331	283	4	the	the	DET
ajis02-2331	283	5	odp	odp	PROPN
ajis02-2331	283	6	knowledge	knowledge	NOUN
ajis02-2331	283	7	hierarchy	hierarchy	NOUN
ajis02-2331	283	8	from	from	ADP
ajis02-2331	283	9	the	the	DET
ajis02-2331	283	10	second	second	ADJ
ajis02-2331	283	11	level	level	NOUN
ajis02-2331	283	12	to	to	PART
ajis02-2331	283	13	obtain	obtain	VERB
ajis02-2331	283	14	573	573	NUM
ajis02-2331	283	15	topics	topic	NOUN
ajis02-2331	283	16	and	and	CCONJ
ajis02-2331	283	17	uses	use	VERB
ajis02-2331	283	18	these	these	DET
ajis02-2331	283	19	topics	topic	NOUN
ajis02-2331	283	20	to	to	PART
ajis02-2331	283	21	represent	represent	VERB
ajis02-2331	283	22	users	user	NOUN
ajis02-2331	283	23	’	’	PART
ajis02-2331	283	24	australasian	australasian	ADJ
ajis02-2331	283	25	journal	journal	NOUN
ajis02-2331	283	26	of	of	ADP
ajis02-2331	283	27	information	information	NOUN
ajis02-2331	283	28	systems	systems	PROPN
ajis02-2331	283	29	zhu	zhu	PROPN
ajis02-2331	283	30	,	,	PUNCT
ajis02-2331	283	31	nimmagadda	nimmagadda	NOUN
ajis02-2331	283	32	,	,	PUNCT
ajis02-2331	283	33	reiners	reiner	NOUN
ajis02-2331	283	34	&	&	CCONJ
ajis02-2331	283	35	rudra	rudra	PROPN
ajis02-2331	283	36	2020	2020	NUM
ajis02-2331	283	37	,	,	PUNCT
ajis02-2331	283	38	vol	vol	NOUN
ajis02-2331	283	39	24	24	NUM
ajis02-2331	283	40	,	,	PUNCT
ajis02-2331	283	41	research	research	NOUN
ajis02-2331	283	42	article	article	NOUN
ajis02-2331	283	43	integrated	integrate	VERB
ajis02-2331	283	44	search	search	NOUN
ajis02-2331	283	45	framework	framework	NOUN
ajis02-2331	283	46	for	for	ADP
ajis02-2331	283	47	the	the	DET
ajis02-2331	283	48	knowledge	knowledge	NOUN
ajis02-2331	283	49	-	-	PUNCT
ajis02-2331	283	50	based	base	VERB
ajis02-2331	283	51	web	web	NOUN
ajis02-2331	283	52	ecosystem	ecosystem	NOUN
ajis02-2331	283	53	14	14	NUM
ajis02-2331	283	54	search	search	NOUN
ajis02-2331	283	55	interests	interest	NOUN
ajis02-2331	283	56	that	that	PRON
ajis02-2331	283	57	are	be	AUX
ajis02-2331	283	58	represented	represent	VERB
ajis02-2331	283	59	by	by	ADP
ajis02-2331	283	60	<	<	NOUN
ajis02-2331	283	61	topic	topic	NOUN
ajis02-2331	283	62	,	,	PUNCT
ajis02-2331	283	63	weight	weight	NOUN
ajis02-2331	283	64	>	>	SYM
ajis02-2331	283	65	tuples	tuples	PROPN
ajis02-2331	283	66	.	.	PUNCT
ajis02-2331	284	1	the	the	DET
ajis02-2331	284	2	userprofile	userprofile	NOUN
ajis02-2331	284	3	is	be	AUX
ajis02-2331	284	4	initialised	initialise	VERB
ajis02-2331	284	5	by	by	ADP
ajis02-2331	284	6	asking	ask	VERB
ajis02-2331	284	7	users	user	NOUN
ajis02-2331	284	8	to	to	PART
ajis02-2331	284	9	assign	assign	VERB
ajis02-2331	284	10	a	a	DET
ajis02-2331	284	11	weight	weight	NOUN
ajis02-2331	284	12	(	(	PUNCT
ajis02-2331	284	13	integer	integer	NOUN
ajis02-2331	284	14	)	)	PUNCT
ajis02-2331	284	15	to	to	ADP
ajis02-2331	284	16	an	an	DET
ajis02-2331	284	17	existing	exist	VERB
ajis02-2331	284	18	topic	topic	NOUN
ajis02-2331	284	19	to	to	PART
ajis02-2331	284	20	indicate	indicate	VERB
ajis02-2331	284	21	how	how	SCONJ
ajis02-2331	284	22	import	import	NOUN
ajis02-2331	284	23	the	the	DET
ajis02-2331	284	24	topic	topic	NOUN
ajis02-2331	284	25	is	be	AUX
ajis02-2331	284	26	.	.	PUNCT
ajis02-2331	285	1	users	user	NOUN
ajis02-2331	285	2	are	be	AUX
ajis02-2331	285	3	allowed	allow	VERB
ajis02-2331	285	4	to	to	PART
ajis02-2331	285	5	choose	choose	VERB
ajis02-2331	285	6	any	any	DET
ajis02-2331	285	7	number	number	NOUN
ajis02-2331	285	8	of	of	ADP
ajis02-2331	285	9	interesting	interesting	ADJ
ajis02-2331	285	10	topics	topic	NOUN
ajis02-2331	285	11	.	.	PUNCT
ajis02-2331	286	1	to	to	PART
ajis02-2331	286	2	map	map	VERB
ajis02-2331	286	3	a	a	DET
ajis02-2331	286	4	user	user	NOUN
ajis02-2331	286	5	search	search	NOUN
ajis02-2331	286	6	interest	interest	NOUN
ajis02-2331	286	7	into	into	ADP
ajis02-2331	286	8	these	these	DET
ajis02-2331	286	9	topics	topic	NOUN
ajis02-2331	286	10	,	,	PUNCT
ajis02-2331	286	11	for	for	ADP
ajis02-2331	286	12	each	each	DET
ajis02-2331	286	13	search	search	NOUN
ajis02-2331	286	14	result	result	NOUN
ajis02-2331	286	15	ri	ri	PROPN
ajis02-2331	286	16	visited	visit	VERB
ajis02-2331	286	17	by	by	ADP
ajis02-2331	286	18	a	a	DET
ajis02-2331	286	19	user	user	NOUN
ajis02-2331	286	20	,	,	PUNCT
ajis02-2331	286	21	let	let	VERB
ajis02-2331	286	22	ci	ci	PROPN
ajis02-2331	286	23	is	be	AUX
ajis02-2331	286	24	the	the	DET
ajis02-2331	286	25	topic	topic	NOUN
ajis02-2331	286	26	,	,	PUNCT
ajis02-2331	286	27	as	as	SCONJ
ajis02-2331	286	28	detailed	detailed	ADJ
ajis02-2331	286	29	in	in	ADP
ajis02-2331	286	30	section	section	NOUN
ajis02-2331	286	31	2	2	NUM
ajis02-2331	286	32	,	,	PUNCT
ajis02-2331	286	33	the	the	DET
ajis02-2331	286	34	corresponding	corresponding	ADJ
ajis02-2331	286	35	weight	weight	NOUN
ajis02-2331	286	36	of	of	ADP
ajis02-2331	286	37	ci	ci	NOUN
ajis02-2331	286	38	in	in	ADP
ajis02-2331	286	39	the	the	DET
ajis02-2331	286	40	tuple	tuple	NOUN
ajis02-2331	286	41	is	be	AUX
ajis02-2331	286	42	increased	increase	VERB
ajis02-2331	286	43	.	.	PUNCT
ajis02-2331	287	1	query	query	NOUN
ajis02-2331	287	2	and	and	CCONJ
ajis02-2331	287	3	request	request	VERB
ajis02-2331	287	4	analysis	analysis	NOUN
ajis02-2331	287	5	:	:	PUNCT
ajis02-2331	287	6	query	query	NOUN
ajis02-2331	287	7	augmentation	augmentation	NOUN
ajis02-2331	287	8	and	and	CCONJ
ajis02-2331	287	9	result	result	NOUN
ajis02-2331	287	10	processing	processing	NOUN
ajis02-2331	287	11	are	be	AUX
ajis02-2331	287	12	two	two	NUM
ajis02-2331	287	13	primary	primary	ADJ
ajis02-2331	287	14	uses	use	NOUN
ajis02-2331	287	15	of	of	ADP
ajis02-2331	287	16	user	user	NOUN
ajis02-2331	287	17	profiles	profile	NOUN
ajis02-2331	287	18	.	.	PUNCT
ajis02-2331	288	1	in	in	ADP
ajis02-2331	288	2	the	the	DET
ajis02-2331	288	3	isf	isf	PROPN
ajis02-2331	288	4	scenarios	scenario	NOUN
ajis02-2331	288	5	,	,	PUNCT
ajis02-2331	288	6	after	after	SCONJ
ajis02-2331	288	7	a	a	DET
ajis02-2331	288	8	user	user	NOUN
ajis02-2331	288	9	selects	select	VERB
ajis02-2331	288	10	an	an	DET
ajis02-2331	288	11	odp	odp	PROPN
ajis02-2331	288	12	topic	topic	NOUN
ajis02-2331	288	13	,	,	PUNCT
ajis02-2331	288	14	the	the	DET
ajis02-2331	288	15	query	query	NOUN
ajis02-2331	288	16	takes	take	VERB
ajis02-2331	288	17	as	as	ADP
ajis02-2331	288	18	an	an	DET
ajis02-2331	288	19	alternative	alternative	ADJ
ajis02-2331	288	20	augmentation	augmentation	NOUN
ajis02-2331	288	21	to	to	ADP
ajis02-2331	288	22	user	user	NOUN
ajis02-2331	288	23	profiles	profile	NOUN
ajis02-2331	288	24	,	,	PUNCT
ajis02-2331	288	25	which	which	PRON
ajis02-2331	288	26	allows	allow	VERB
ajis02-2331	288	27	the	the	DET
ajis02-2331	288	28	user	user	NOUN
ajis02-2331	288	29	to	to	PART
ajis02-2331	288	30	re	re	VERB
ajis02-2331	288	31	-	-	VERB
ajis02-2331	288	32	submit	submit	VERB
ajis02-2331	288	33	the	the	DET
ajis02-2331	288	34	query	query	NOUN
ajis02-2331	288	35	q	q	NOUN
ajis02-2331	289	1	+	+	PUNCT
ajis02-2331	289	2	=	=	SYM
ajis02-2331	289	3	q	q	X
ajis02-2331	289	4	∪	∪	X
ajis02-2331	289	5	{	{	PUNCT
ajis02-2331	289	6	tk	tk	PROPN
ajis02-2331	289	7	,	,	PUNCT
ajis02-2331	289	8	k	k	PROPN
ajis02-2331	289	9	=	=	SYM
ajis02-2331	289	10	1	1	NUM
ajis02-2331	289	11	,	,	PUNCT
ajis02-2331	289	12	2	2	NUM
ajis02-2331	289	13	…	…	PUNCT
ajis02-2331	289	14	k	k	NOUN
ajis02-2331	289	15	}	}	PUNCT
ajis02-2331	289	16	,	,	PUNCT
ajis02-2331	289	17	where	where	SCONJ
ajis02-2331	289	18	q	q	NOUN
ajis02-2331	289	19	is	be	AUX
ajis02-2331	289	20	the	the	DET
ajis02-2331	289	21	query	query	NOUN
ajis02-2331	289	22	submitted	submit	VERB
ajis02-2331	289	23	by	by	ADP
ajis02-2331	289	24	the	the	DET
ajis02-2331	289	25	user	user	NOUN
ajis02-2331	289	26	,	,	PUNCT
ajis02-2331	289	27	tk	tk	PROPN
ajis02-2331	289	28	is	be	AUX
ajis02-2331	289	29	the	the	DET
ajis02-2331	289	30	term	term	NOUN
ajis02-2331	289	31	selected	select	VERB
ajis02-2331	289	32	using	use	VERB
ajis02-2331	289	33	)	)	PUNCT
ajis02-2331	289	34	(	(	PUNCT
ajis02-2331	289	35	)	)	PUNCT
ajis02-2331	289	36	(	(	PUNCT
ajis02-2331	289	37	)	)	PUNCT
ajis02-2331	289	38	(	(	PUNCT
ajis02-2331	289	39	)	)	PUNCT
ajis02-2331	289	40	(	(	PUNCT
ajis02-2331	289	41	)	)	PUNCT
ajis02-2331	289	42	]	]	PUNCT
ajis02-2331	289	43	,	,	PUNCT
ajis02-2331	289	44	(	(	PUNCT
ajis02-2331	289	45	)	)	PUNCT
ajis02-2331	289	46	,	,	PUNCT
ajis02-2331	289	47	(	(	PUNCT
ajis02-2331	289	48	)	)	PUNCT
ajis02-2331	289	49	,	,	PUNCT
ajis02-2331	289	50	(	(	PUNCT
ajis02-2331	289	51	)	)	PUNCT
ajis02-2331	289	52	,	,	PUNCT
ajis02-2331	289	53	(	(	PUNCT
ajis02-2331	289	54	[	[	PUNCT
ajis02-2331	289	55	2	2	NUM
ajis02-2331	289	56	2	2	NUM
ajis02-2331	289	57	kkkk	kkkk	NOUN
ajis02-2331	289	58	ikikikik	ikikikik	NOUN
ajis02-2331	289	59	cpcptptp	cpcptptp	NOUN
ajis02-2331	289	60	ctpctpctpctpn	ctpctpctpctpn	NOUN
ajis02-2331	289	61	−	−	PROPN
ajis02-2331	290	1	=	=	PRON
ajis02-2331	290	2			X
ajis02-2331	290	3	where	where	SCONJ
ajis02-2331	290	4	n	n	PRON
ajis02-2331	290	5	are	be	AUX
ajis02-2331	290	6	the	the	DET
ajis02-2331	290	7	573	573	NUM
ajis02-2331	290	8	topics	topic	NOUN
ajis02-2331	290	9	in	in	ADP
ajis02-2331	290	10	the	the	DET
ajis02-2331	290	11	user	user	NOUN
ajis02-2331	290	12	profile	profile	NOUN
ajis02-2331	290	13	,	,	PUNCT
ajis02-2331	290	14	and	and	CCONJ
ajis02-2331	290	15	these	these	DET
ajis02-2331	290	16	topics	topic	NOUN
ajis02-2331	290	17	are	be	AUX
ajis02-2331	290	18	now	now	ADV
ajis02-2331	290	19	represented	represent	VERB
ajis02-2331	290	20	by	by	ADP
ajis02-2331	290	21	categorydocument	categorydocument	NOUN
ajis02-2331	290	22	.	.	PUNCT
ajis02-2331	291	1	p	p	X
ajis02-2331	291	2	(	(	PUNCT
ajis02-2331	291	3	t	t	PROPN
ajis02-2331	291	4	,	,	PUNCT
ajis02-2331	291	5	c	c	NOUN
ajis02-2331	291	6	)	)	PUNCT
ajis02-2331	291	7	is	be	AUX
ajis02-2331	291	8	the	the	DET
ajis02-2331	291	9	joint	joint	ADJ
ajis02-2331	291	10	probability	probability	NOUN
ajis02-2331	291	11	of	of	ADP
ajis02-2331	291	12	term	term	NOUN
ajis02-2331	291	13	t	t	NOUN
ajis02-2331	291	14	and	and	CCONJ
ajis02-2331	291	15	category	category	NOUN
ajis02-2331	291	16	c	c	NOUN
ajis02-2331	291	17	;	;	PUNCT
ajis02-2331	291	18	c	c	X
ajis02-2331	291	19	,	,	PUNCT
ajis02-2331	291	20	t	t	PROPN
ajis02-2331	291	21	indicate	indicate	VERB
ajis02-2331	291	22	that	that	SCONJ
ajis02-2331	291	23	c	c	PROPN
ajis02-2331	291	24	or	or	CCONJ
ajis02-2331	291	25	t	t	PROPN
ajis02-2331	291	26	,	,	PUNCT
ajis02-2331	291	27	respectively	respectively	ADV
ajis02-2331	291	28	,	,	PUNCT
ajis02-2331	291	29	do	do	AUX
ajis02-2331	291	30	not	not	PART
ajis02-2331	291	31	appear	appear	VERB
ajis02-2331	291	32	in	in	ADP
ajis02-2331	291	33	that	that	DET
ajis02-2331	291	34	category	category	NOUN
ajis02-2331	291	35	.	.	PUNCT
ajis02-2331	292	1	k	k	PROPN
ajis02-2331	292	2	is	be	AUX
ajis02-2331	292	3	the	the	DET
ajis02-2331	292	4	number	number	NOUN
ajis02-2331	292	5	of	of	ADP
ajis02-2331	292	6	terms	term	NOUN
ajis02-2331	292	7	determined	determine	VERB
ajis02-2331	292	8	by	by	ADP
ajis02-2331	292	9	the	the	DET
ajis02-2331	292	10	confidence	confidence	NOUN
ajis02-2331	292	11	p	p	X
ajis02-2331	292	12	(	(	PUNCT
ajis02-2331	292	13	λ2	λ2	PROPN
ajis02-2331	292	14	>	>	X
ajis02-2331	292	15	10.83	10.83	NUM
ajis02-2331	292	16	)	)	PUNCT
ajis02-2331	292	17	<	<	X
ajis02-2331	292	18	0.001	0.001	NUM
ajis02-2331	292	19	=	=	SYM
ajis02-2331	292	20	99.9	99.9	NUM
ajis02-2331	292	21	%	%	NOUN
ajis02-2331	292	22	that	that	SCONJ
ajis02-2331	292	23	the	the	DET
ajis02-2331	292	24	assumption	assumption	NOUN
ajis02-2331	292	25	of	of	ADP
ajis02-2331	292	26	independence	independence	NOUN
ajis02-2331	292	27	of	of	ADP
ajis02-2331	292	28	the	the	DET
ajis02-2331	292	29	term	term	NOUN
ajis02-2331	292	30	tk	tk	PROPN
ajis02-2331	292	31	and	and	CCONJ
ajis02-2331	292	32	q	q	NOUN
ajis02-2331	292	33	can	can	AUX
ajis02-2331	292	34	be	be	AUX
ajis02-2331	292	35	rejected	reject	VERB
ajis02-2331	292	36	(	(	PUNCT
ajis02-2331	292	37	manning	man	VERB
ajis02-2331	292	38	et	et	PROPN
ajis02-2331	292	39	al	al	PROPN
ajis02-2331	292	40	.	.	PROPN
ajis02-2331	292	41	2009	2009	NUM
ajis02-2331	292	42	)	)	PUNCT
ajis02-2331	292	43	.	.	PUNCT
ajis02-2331	293	1	5.4	5.4	NUM
ajis02-2331	293	2	representing	represent	VERB
ajis02-2331	293	3	personalised	personalised	ADJ
ajis02-2331	293	4	search	search	NOUN
ajis02-2331	293	5	results	result	NOUN
ajis02-2331	293	6	information	information	NOUN
ajis02-2331	293	7	representation	representation	NOUN
ajis02-2331	293	8	:	:	PUNCT
ajis02-2331	293	9	in	in	ADP
ajis02-2331	293	10	the	the	DET
ajis02-2331	293	11	isf	isf	PROPN
ajis02-2331	293	12	,	,	PUNCT
ajis02-2331	293	13	search	search	NOUN
ajis02-2331	293	14	results	result	NOUN
ajis02-2331	293	15	are	be	AUX
ajis02-2331	293	16	extracted	extract	VERB
ajis02-2331	293	17	from	from	ADP
ajis02-2331	293	18	full	full	ADJ
ajis02-2331	293	19	-	-	PUNCT
ajis02-2331	293	20	text	text	NOUN
ajis02-2331	293	21	databases	database	NOUN
ajis02-2331	293	22	,	,	PUNCT
ajis02-2331	293	23	intranet	intranet	NOUN
ajis02-2331	293	24	,	,	PUNCT
ajis02-2331	293	25	internet	internet	NOUN
ajis02-2331	293	26	,	,	PUNCT
ajis02-2331	293	27	traditional	traditional	ADJ
ajis02-2331	293	28	databases	database	NOUN
ajis02-2331	293	29	and	and	CCONJ
ajis02-2331	293	30	desktop	desktop	NOUN
ajis02-2331	293	31	searches	search	NOUN
ajis02-2331	293	32	all	all	DET
ajis02-2331	293	33	results	result	NOUN
ajis02-2331	293	34	are	be	AUX
ajis02-2331	293	35	integrated	integrate	VERB
ajis02-2331	293	36	into	into	ADP
ajis02-2331	293	37	one	one	NUM
ajis02-2331	293	38	coherent	coherent	ADJ
ajis02-2331	293	39	information	information	NOUN
ajis02-2331	293	40	representation	representation	NOUN
ajis02-2331	293	41	.	.	PUNCT
ajis02-2331	294	1	users	user	NOUN
ajis02-2331	294	2	of	of	ADP
ajis02-2331	294	3	isf	isf	PROPN
ajis02-2331	294	4	can	can	AUX
ajis02-2331	294	5	choose	choose	VERB
ajis02-2331	294	6	which	which	PRON
ajis02-2331	294	7	data	datum	NOUN
ajis02-2331	294	8	sources	source	NOUN
ajis02-2331	294	9	are	be	AUX
ajis02-2331	294	10	to	to	PART
ajis02-2331	294	11	be	be	AUX
ajis02-2331	294	12	included	include	VERB
ajis02-2331	294	13	during	during	ADP
ajis02-2331	294	14	the	the	DET
ajis02-2331	294	15	search	search	NOUN
ajis02-2331	294	16	process	process	NOUN
ajis02-2331	294	17	,	,	PUNCT
ajis02-2331	294	18	thus	thus	ADV
ajis02-2331	294	19	providing	provide	VERB
ajis02-2331	294	20	the	the	DET
ajis02-2331	294	21	flexibility	flexibility	NOUN
ajis02-2331	294	22	to	to	PART
ajis02-2331	294	23	access	access	VERB
ajis02-2331	294	24	data	datum	NOUN
ajis02-2331	294	25	sources	source	NOUN
ajis02-2331	294	26	to	to	PART
ajis02-2331	294	27	satisfy	satisfy	VERB
ajis02-2331	294	28	their	their	PRON
ajis02-2331	294	29	information	information	NOUN
ajis02-2331	294	30	needs	need	NOUN
ajis02-2331	294	31	.	.	PUNCT
ajis02-2331	295	1	search	search	NOUN
ajis02-2331	295	2	results	result	NOUN
ajis02-2331	295	3	from	from	ADP
ajis02-2331	295	4	security	security	NOUN
ajis02-2331	295	5	scrutiny	scrutiny	NOUN
ajis02-2331	295	6	:	:	PUNCT
ajis02-2331	295	7	the	the	DET
ajis02-2331	295	8	component	component	NOUN
ajis02-2331	295	9	in	in	ADP
ajis02-2331	295	10	the	the	DET
ajis02-2331	295	11	isf	isf	PROPN
ajis02-2331	295	12	performs	perform	VERB
ajis02-2331	295	13	a	a	DET
ajis02-2331	295	14	search	search	NOUN
ajis02-2331	295	15	result	result	NOUN
ajis02-2331	295	16	scrutinizing	scrutinize	VERB
ajis02-2331	295	17	security	security	NOUN
ajis02-2331	295	18	feature	feature	NOUN
ajis02-2331	295	19	.	.	PUNCT
ajis02-2331	296	1	a	a	DET
ajis02-2331	296	2	security	security	NOUN
ajis02-2331	296	3	scrutiny	scrutiny	NOUN
ajis02-2331	296	4	task	task	NOUN
ajis02-2331	296	5	concerns	concern	NOUN
ajis02-2331	296	6	“	"	PUNCT
ajis02-2331	296	7	who	who	PRON
ajis02-2331	296	8	is	be	AUX
ajis02-2331	296	9	allowed	allow	VERB
ajis02-2331	296	10	to	to	PART
ajis02-2331	296	11	update	update	VERB
ajis02-2331	296	12	a	a	DET
ajis02-2331	296	13	piece	piece	NOUN
ajis02-2331	296	14	of	of	ADP
ajis02-2331	296	15	metadata	metadata	NOUN
ajis02-2331	296	16	and	and	CCONJ
ajis02-2331	296	17	view	view	VERB
ajis02-2331	296	18	a	a	DET
ajis02-2331	296	19	particular	particular	ADJ
ajis02-2331	296	20	piece	piece	NOUN
ajis02-2331	296	21	of	of	ADP
ajis02-2331	296	22	metadata	metadata	NOUN
ajis02-2331	296	23	about	about	ADP
ajis02-2331	296	24	a	a	DET
ajis02-2331	296	25	document	document	NOUN
ajis02-2331	296	26	or	or	CCONJ
ajis02-2331	296	27	know	know	VERB
ajis02-2331	296	28	that	that	SCONJ
ajis02-2331	296	29	the	the	DET
ajis02-2331	296	30	document	document	NOUN
ajis02-2331	296	31	exists	exist	VERB
ajis02-2331	296	32	at	at	ADV
ajis02-2331	296	33	all	all	ADV
ajis02-2331	296	34	”	"	PUNCT
ajis02-2331	296	35	(	(	PUNCT
ajis02-2331	296	36	barrows	barrow	NOUN
ajis02-2331	296	37	and	and	CCONJ
ajis02-2331	296	38	traverso	traverso	NOUN
ajis02-2331	296	39	,	,	PUNCT
ajis02-2331	296	40	2006	2006	NUM
ajis02-2331	296	41	)	)	PUNCT
ajis02-2331	296	42	.	.	PUNCT
ajis02-2331	297	1	we	we	PRON
ajis02-2331	297	2	apply	apply	VERB
ajis02-2331	297	3	apache	apache	NOUN
ajis02-2331	297	4	sentry	sentry	NOUN
ajis02-2331	297	5	with	with	ADP
ajis02-2331	297	6	solr	solr	NOUN
ajis02-2331	297	7	that	that	PRON
ajis02-2331	297	8	makes	make	VERB
ajis02-2331	297	9	isf	isf	PROPN
ajis02-2331	297	10	with	with	ADP
ajis02-2331	297	11	the	the	DET
ajis02-2331	297	12	ability	ability	NOUN
ajis02-2331	297	13	to	to	PART
ajis02-2331	297	14	fine	fine	ADV
ajis02-2331	297	15	-	-	PUNCT
ajis02-2331	297	16	grained	grain	VERB
ajis02-2331	297	17	control	control	NOUN
ajis02-2331	297	18	of	of	ADP
ajis02-2331	297	19	access	access	NOUN
ajis02-2331	297	20	of	of	ADP
ajis02-2331	297	21	data	datum	NOUN
ajis02-2331	297	22	indexed	index	VERB
ajis02-2331	297	23	by	by	ADP
ajis02-2331	297	24	solrcloud	solrcloud	NOUN
ajis02-2331	297	25	.	.	PUNCT
ajis02-2331	298	1	6	6	NUM
ajis02-2331	298	2	experimental	experimental	ADJ
ajis02-2331	298	3	results	result	NOUN
ajis02-2331	298	4	järvelin	järvelin	PROPN
ajis02-2331	298	5	(	(	PUNCT
ajis02-2331	298	6	2007	2007	NUM
ajis02-2331	298	7	)	)	PUNCT
ajis02-2331	298	8	has	have	AUX
ajis02-2331	298	9	discussed	discuss	VERB
ajis02-2331	298	10	two	two	NUM
ajis02-2331	298	11	versions	version	NOUN
ajis02-2331	298	12	of	of	ADP
ajis02-2331	298	13	ir	ir	PROPN
ajis02-2331	298	14	approaches	approach	NOUN
ajis02-2331	298	15	,	,	PUNCT
ajis02-2331	298	16	one	one	NUM
ajis02-2331	298	17	with	with	ADP
ajis02-2331	298	18	the	the	DET
ajis02-2331	298	19	lab	lab	NOUN
ajis02-2331	298	20	version	version	NOUN
ajis02-2331	298	21	on	on	ADP
ajis02-2331	298	22	the	the	DET
ajis02-2331	298	23	design	design	NOUN
ajis02-2331	298	24	of	of	ADP
ajis02-2331	298	25	retrieval	retrieval	NOUN
ajis02-2331	298	26	models	model	NOUN
ajis02-2331	298	27	with	with	ADP
ajis02-2331	298	28	refinements	refinement	NOUN
ajis02-2331	298	29	in	in	ADP
ajis02-2331	298	30	evaluable	evaluable	ADJ
ajis02-2331	298	31	query	query	NOUN
ajis02-2331	298	32	results	result	NOUN
ajis02-2331	298	33	,	,	PUNCT
ajis02-2331	298	34	and	and	CCONJ
ajis02-2331	298	35	the	the	DET
ajis02-2331	298	36	other	other	ADJ
ajis02-2331	298	37	relevant	relevant	ADJ
ajis02-2331	298	38	to	to	PART
ajis02-2331	298	39	cognitive	cognitive	VERB
ajis02-2331	298	40	ir	ir	NOUN
ajis02-2331	298	41	approach	approach	NOUN
ajis02-2331	298	42	with	with	ADP
ajis02-2331	298	43	object	object	NOUN
ajis02-2331	298	44	-	-	PUNCT
ajis02-2331	298	45	oriented	orient	VERB
ajis02-2331	298	46	data	data	NOUN
ajis02-2331	298	47	entities	entity	NOUN
ajis02-2331	298	48	,	,	PUNCT
ajis02-2331	298	49	structures	structure	NOUN
ajis02-2331	298	50	and	and	CCONJ
ajis02-2331	298	51	their	their	PRON
ajis02-2331	298	52	relationships	relationship	NOUN
ajis02-2331	298	53	.	.	PUNCT
ajis02-2331	299	1	in	in	ADP
ajis02-2331	299	2	our	our	PRON
ajis02-2331	299	3	research	research	NOUN
ajis02-2331	299	4	,	,	PUNCT
ajis02-2331	299	5	we	we	PRON
ajis02-2331	299	6	conduct	conduct	VERB
ajis02-2331	299	7	experiments	experiment	NOUN
ajis02-2331	299	8	from	from	ADP
ajis02-2331	299	9	www	www	PROPN
ajis02-2331	299	10	through	through	ADP
ajis02-2331	299	11	kbwe	kbwe	NOUN
ajis02-2331	299	12	using	use	VERB
ajis02-2331	299	13	a	a	DET
ajis02-2331	299	14	number	number	NOUN
ajis02-2331	299	15	of	of	ADP
ajis02-2331	299	16	queries	query	NOUN
ajis02-2331	299	17	and	and	CCONJ
ajis02-2331	299	18	information	information	NOUN
ajis02-2331	299	19	needs	need	NOUN
ajis02-2331	299	20	.	.	PUNCT
ajis02-2331	300	1	in	in	ADP
ajis02-2331	300	2	this	this	DET
ajis02-2331	300	3	section	section	NOUN
ajis02-2331	300	4	,	,	PUNCT
ajis02-2331	300	5	we	we	PRON
ajis02-2331	300	6	use	use	VERB
ajis02-2331	300	7	processes	process	NOUN
ajis02-2331	300	8	,	,	PUNCT
ajis02-2331	300	9	methods	method	NOUN
ajis02-2331	300	10	,	,	PUNCT
ajis02-2331	300	11	artefacts	artefact	NOUN
ajis02-2331	300	12	,	,	PUNCT
ajis02-2331	300	13	and	and	CCONJ
ajis02-2331	300	14	algorithms	algorithm	NOUN
ajis02-2331	300	15	to	to	PART
ajis02-2331	300	16	retrieve	retrieve	VERB
ajis02-2331	300	17	information	information	NOUN
ajis02-2331	300	18	that	that	PRON
ajis02-2331	300	19	is	be	AUX
ajis02-2331	300	20	accountable	accountable	ADJ
ajis02-2331	300	21	to	to	ADP
ajis02-2331	300	22	new	new	ADJ
ajis02-2331	300	23	knowledge	knowledge	NOUN
ajis02-2331	300	24	from	from	ADP
ajis02-2331	300	25	isf	isf	PROPN
ajis02-2331	300	26	and	and	CCONJ
ajis02-2331	300	27	comparable	comparable	ADJ
ajis02-2331	300	28	with	with	ADP
ajis02-2331	300	29	other	other	ADJ
ajis02-2331	300	30	search	search	NOUN
ajis02-2331	300	31	engines	engine	NOUN
ajis02-2331	300	32	.	.	PUNCT
ajis02-2331	301	1	for	for	ADP
ajis02-2331	301	2	ascertaining	ascertain	VERB
ajis02-2331	301	3	the	the	DET
ajis02-2331	301	4	research	research	NOUN
ajis02-2331	301	5	purpose	purpose	NOUN
ajis02-2331	301	6	and	and	CCONJ
ajis02-2331	301	7	evaluating	evaluate	VERB
ajis02-2331	301	8	the	the	DET
ajis02-2331	301	9	search	search	NOUN
ajis02-2331	301	10	process	process	NOUN
ajis02-2331	301	11	through	through	ADP
ajis02-2331	301	12	artefacts	artefact	NOUN
ajis02-2331	301	13	and	and	CCONJ
ajis02-2331	301	14	articulations	articulation	NOUN
ajis02-2331	301	15	of	of	ADP
ajis02-2331	301	16	isf	isf	PROPN
ajis02-2331	301	17	,	,	PUNCT
ajis02-2331	301	18	the	the	DET
ajis02-2331	301	19	data	datum	NOUN
ajis02-2331	301	20	are	be	AUX
ajis02-2331	301	21	generated	generate	VERB
ajis02-2331	301	22	through	through	ADP
ajis02-2331	301	23	experiments	experiment	NOUN
ajis02-2331	301	24	with	with	ADP
ajis02-2331	301	25	evaluable	evaluable	ADJ
ajis02-2331	301	26	measurements	measurement	NOUN
ajis02-2331	301	27	.	.	PUNCT
ajis02-2331	302	1	a	a	DET
ajis02-2331	302	2	pragmatic	pragmatic	ADJ
ajis02-2331	302	3	approach	approach	NOUN
ajis02-2331	302	4	is	be	AUX
ajis02-2331	302	5	adopted	adopt	VERB
ajis02-2331	302	6	with	with	ADP
ajis02-2331	302	7	initial	initial	ADJ
ajis02-2331	302	8	experiments	experiment	NOUN
ajis02-2331	302	9	done	do	VERB
ajis02-2331	302	10	to	to	PART
ajis02-2331	302	11	establish	establish	VERB
ajis02-2331	302	12	an	an	DET
ajis02-2331	302	13	information	information	NOUN
ajis02-2331	302	14	retrieval	retrieval	NOUN
ajis02-2331	302	15	method	method	NOUN
ajis02-2331	302	16	and	and	CCONJ
ajis02-2331	302	17	a	a	DET
ajis02-2331	302	18	search	search	NOUN
ajis02-2331	302	19	process	process	NOUN
ajis02-2331	302	20	mechanism	mechanism	NOUN
ajis02-2331	302	21	as	as	SCONJ
ajis02-2331	302	22	described	describe	VERB
ajis02-2331	302	23	in	in	ADP
ajis02-2331	302	24	zhu	zhu	PROPN
ajis02-2331	302	25	et	et	PROPN
ajis02-2331	302	26	al	al	PROPN
ajis02-2331	302	27	(	(	PUNCT
ajis02-2331	302	28	2018	2018	NUM
ajis02-2331	302	29	)	)	PUNCT
ajis02-2331	302	30	.	.	PUNCT
ajis02-2331	303	1	additional	additional	ADJ
ajis02-2331	303	2	experiments	experiment	NOUN
ajis02-2331	303	3	are	be	AUX
ajis02-2331	303	4	carried	carry	VERB
ajis02-2331	303	5	out	out	ADP
ajis02-2331	303	6	for	for	ADP
ajis02-2331	303	7	testing	test	VERB
ajis02-2331	303	8	the	the	DET
ajis02-2331	303	9	isf	isf	PROPN
ajis02-2331	303	10	and	and	CCONJ
ajis02-2331	303	11	its	its	PRON
ajis02-2331	303	12	search	search	NOUN
ajis02-2331	303	13	precision	precision	NOUN
ajis02-2331	303	14	through	through	ADP
ajis02-2331	303	15	different	different	ADJ
ajis02-2331	303	16	queries	query	NOUN
ajis02-2331	303	17	,	,	PUNCT
ajis02-2331	303	18	information	information	NOUN
ajis02-2331	303	19	needs	need	NOUN
ajis02-2331	303	20	,	,	PUNCT
ajis02-2331	303	21	and	and	CCONJ
ajis02-2331	303	22	validation	validation	NOUN
ajis02-2331	303	23	of	of	ADP
ajis02-2331	303	24	relevant	relevant	ADJ
ajis02-2331	303	25	judgements	judgement	NOUN
ajis02-2331	303	26	as	as	SCONJ
ajis02-2331	303	27	interpreted	interpret	VERB
ajis02-2331	303	28	in	in	ADP
ajis02-2331	303	29	terms	term	NOUN
ajis02-2331	303	30	of	of	ADP
ajis02-2331	303	31	the	the	DET
ajis02-2331	303	32	cut	cut	VERB
ajis02-2331	303	33	-	-	PUNCT
ajis02-2331	303	34	off	off	ADP
ajis02-2331	303	35	levels	level	NOUN
ajis02-2331	303	36	p@5	p@5	PROPN
ajis02-2331	303	37	and	and	CCONJ
ajis02-2331	303	38	p@10	p@10	NOUN
ajis02-2331	303	39	.	.	PUNCT
ajis02-2331	304	1	australasian	australasian	ADJ
ajis02-2331	304	2	journal	journal	NOUN
ajis02-2331	304	3	of	of	ADP
ajis02-2331	304	4	information	information	NOUN
ajis02-2331	304	5	systems	systems	PROPN
ajis02-2331	304	6	zhu	zhu	PROPN
ajis02-2331	304	7	,	,	PUNCT
ajis02-2331	304	8	nimmagadda	nimmagadda	NOUN
ajis02-2331	304	9	,	,	PUNCT
ajis02-2331	304	10	reiners	reiner	NOUN
ajis02-2331	304	11	&	&	CCONJ
ajis02-2331	304	12	rudra	rudra	PROPN
ajis02-2331	304	13	2020	2020	NUM
ajis02-2331	304	14	,	,	PUNCT
ajis02-2331	304	15	vol	vol	NOUN
ajis02-2331	304	16	24	24	NUM
ajis02-2331	304	17	,	,	PUNCT
ajis02-2331	304	18	research	research	NOUN
ajis02-2331	304	19	article	article	NOUN
ajis02-2331	304	20	integrated	integrate	VERB
ajis02-2331	304	21	search	search	NOUN
ajis02-2331	304	22	framework	framework	NOUN
ajis02-2331	304	23	for	for	ADP
ajis02-2331	304	24	the	the	DET
ajis02-2331	304	25	knowledge	knowledge	NOUN
ajis02-2331	304	26	-	-	PUNCT
ajis02-2331	304	27	based	base	VERB
ajis02-2331	304	28	web	web	NOUN
ajis02-2331	304	29	ecosystem	ecosystem	NOUN
ajis02-2331	304	30	15	15	NUM
ajis02-2331	304	31	evaluable	evaluable	ADJ
ajis02-2331	304	32	measurements	measurement	NOUN
ajis02-2331	304	33	:	:	PUNCT
ajis02-2331	304	34	the	the	DET
ajis02-2331	304	35	two	two	NUM
ajis02-2331	304	36	widely	widely	ADV
ajis02-2331	304	37	accepted	accept	VERB
ajis02-2331	304	38	measurements	measurement	NOUN
ajis02-2331	304	39	of	of	ADP
ajis02-2331	304	40	information	information	NOUN
ajis02-2331	304	41	retrieval	retrieval	NOUN
ajis02-2331	304	42	effectiveness	effectiveness	NOUN
ajis02-2331	304	43	are	be	AUX
ajis02-2331	304	44	precision	precision	NOUN
ajis02-2331	304	45	and	and	CCONJ
ajis02-2331	304	46	recall	recall	NOUN
ajis02-2331	304	47	.	.	PUNCT
ajis02-2331	305	1	recall	recall	NOUN
ajis02-2331	305	2	measures	measure	NOUN
ajis02-2331	305	3	the	the	DET
ajis02-2331	305	4	ability	ability	NOUN
ajis02-2331	305	5	of	of	ADP
ajis02-2331	305	6	an	an	DET
ajis02-2331	305	7	information	information	NOUN
ajis02-2331	305	8	retrieval	retrieval	NOUN
ajis02-2331	305	9	system	system	NOUN
ajis02-2331	305	10	to	to	PART
ajis02-2331	305	11	retrieve	retrieve	VERB
ajis02-2331	305	12	all	all	DET
ajis02-2331	305	13	relevant	relevant	ADJ
ajis02-2331	305	14	documents	document	NOUN
ajis02-2331	305	15	,	,	PUNCT
ajis02-2331	305	16	whereas	whereas	SCONJ
ajis02-2331	305	17	precision	precision	NOUN
ajis02-2331	305	18	measures	measure	VERB
ajis02-2331	305	19	the	the	DET
ajis02-2331	305	20	ability	ability	NOUN
ajis02-2331	305	21	of	of	ADP
ajis02-2331	305	22	an	an	DET
ajis02-2331	305	23	information	information	NOUN
ajis02-2331	305	24	retrieval	retrieval	NOUN
ajis02-2331	305	25	system	system	NOUN
ajis02-2331	305	26	to	to	PART
ajis02-2331	305	27	extract	extract	VERB
ajis02-2331	305	28	only	only	ADV
ajis02-2331	305	29	relevant	relevant	ADJ
ajis02-2331	305	30	items	item	NOUN
ajis02-2331	305	31	.	.	PUNCT
ajis02-2331	306	1	for	for	ADP
ajis02-2331	306	2	text	text	NOUN
ajis02-2331	306	3	categorisation	categorisation	NOUN
ajis02-2331	306	4	purposes	purpose	NOUN
ajis02-2331	306	5	,	,	PUNCT
ajis02-2331	306	6	the	the	DET
ajis02-2331	306	7	two	two	NUM
ajis02-2331	306	8	measures	measure	NOUN
ajis02-2331	306	9	are	be	AUX
ajis02-2331	306	10	defined	define	VERB
ajis02-2331	306	11	as	as	ADP
ajis02-2331	306	12	(	(	PUNCT
ajis02-2331	306	13	manning	man	VERB
ajis02-2331	306	14	et	et	PROPN
ajis02-2331	306	15	al	al	PROPN
ajis02-2331	306	16	.	.	PROPN
ajis02-2331	306	17	2009	2009	NUM
ajis02-2331	306	18	):	):	PUNCT
ajis02-2331	306	19	foundcategoriestotal	foundcategoriestotal	ADJ
ajis02-2331	306	20	correctandfoundcategories	correctandfoundcategorie	NOUN
ajis02-2331	306	21	precision	precision	VERB
ajis02-2331	306	22	correctcategoriestotal	correctcategoriestotal	ADJ
ajis02-2331	306	23	correctandfoundcategories	correctandfoundcategorie	NOUN
ajis02-2331	306	24	recall	recall	VERB
ajis02-2331	307	1	=	=	PUNCT
ajis02-2331	307	2	=	=	PUNCT
ajis02-2331	307	3	for	for	ADP
ajis02-2331	307	4	the	the	DET
ajis02-2331	307	5	evaluation	evaluation	NOUN
ajis02-2331	307	6	process	process	NOUN
ajis02-2331	307	7	,	,	PUNCT
ajis02-2331	307	8	search	search	NOUN
ajis02-2331	307	9	engines	engine	NOUN
ajis02-2331	307	10	are	be	AUX
ajis02-2331	307	11	made	make	VERB
ajis02-2331	307	12	available	available	ADJ
ajis02-2331	307	13	for	for	ADP
ajis02-2331	307	14	retrieved	retrieve	VERB
ajis02-2331	307	15	documents	document	NOUN
ajis02-2331	307	16	in	in	ADP
ajis02-2331	307	17	a	a	DET
ajis02-2331	307	18	ranked	rank	VERB
ajis02-2331	307	19	list	list	NOUN
ajis02-2331	307	20	according	accord	VERB
ajis02-2331	307	21	to	to	ADP
ajis02-2331	307	22	the	the	DET
ajis02-2331	307	23	degree	degree	NOUN
ajis02-2331	307	24	of	of	ADP
ajis02-2331	307	25	relevance	relevance	NOUN
ajis02-2331	307	26	of	of	ADP
ajis02-2331	307	27	the	the	DET
ajis02-2331	307	28	documents	document	NOUN
ajis02-2331	307	29	to	to	ADP
ajis02-2331	307	30	a	a	DET
ajis02-2331	307	31	given	give	VERB
ajis02-2331	307	32	query	query	NOUN
ajis02-2331	307	33	(	(	PUNCT
ajis02-2331	307	34	alonso	alonso	NOUN
ajis02-2331	307	35	and	and	CCONJ
ajis02-2331	307	36	mizzaro	mizzaro	NOUN
ajis02-2331	307	37	,	,	PUNCT
ajis02-2331	307	38	2009	2009	NUM
ajis02-2331	307	39	)	)	PUNCT
ajis02-2331	307	40	.	.	PUNCT
ajis02-2331	308	1	users	user	NOUN
ajis02-2331	308	2	examine	examine	VERB
ajis02-2331	308	3	the	the	DET
ajis02-2331	308	4	ranked	rank	VERB
ajis02-2331	308	5	list	list	NOUN
ajis02-2331	308	6	starting	start	VERB
ajis02-2331	308	7	from	from	ADP
ajis02-2331	308	8	the	the	DET
ajis02-2331	308	9	top	top	ADJ
ajis02-2331	308	10	document	document	NOUN
ajis02-2331	308	11	.	.	PUNCT
ajis02-2331	309	1	the	the	DET
ajis02-2331	309	2	recall	recall	NOUN
ajis02-2331	309	3	and	and	CCONJ
ajis02-2331	309	4	precision	precision	NOUN
ajis02-2331	309	5	measures	measure	NOUN
ajis02-2331	309	6	vary	vary	VERB
ajis02-2331	309	7	since	since	SCONJ
ajis02-2331	309	8	the	the	DET
ajis02-2331	309	9	users	user	NOUN
ajis02-2331	309	10	proceed	proceed	VERB
ajis02-2331	309	11	with	with	ADP
ajis02-2331	309	12	an	an	DET
ajis02-2331	309	13	examination	examination	NOUN
ajis02-2331	309	14	of	of	ADP
ajis02-2331	309	15	the	the	DET
ajis02-2331	309	16	returned	return	VERB
ajis02-2331	309	17	set	set	NOUN
ajis02-2331	309	18	.	.	PUNCT
ajis02-2331	310	1	in	in	ADP
ajis02-2331	310	2	addition	addition	NOUN
ajis02-2331	310	3	to	to	ADP
ajis02-2331	310	4	the	the	DET
ajis02-2331	310	5	overall	overall	ADJ
ajis02-2331	310	6	precision	precision	NOUN
ajis02-2331	310	7	recall	recall	NOUN
ajis02-2331	310	8	measure	measure	NOUN
ajis02-2331	310	9	,	,	PUNCT
ajis02-2331	310	10	a	a	DET
ajis02-2331	310	11	precision	precision	NOUN
ajis02-2331	310	12	versus	versus	ADP
ajis02-2331	310	13	recall	recall	NOUN
ajis02-2331	310	14	curve	curve	NOUN
ajis02-2331	310	15	based	base	VERB
ajis02-2331	310	16	on	on	ADP
ajis02-2331	310	17	eleven	eleven	NUM
ajis02-2331	310	18	standard	standard	ADJ
ajis02-2331	310	19	recall	recall	NOUN
ajis02-2331	310	20	levels	level	NOUN
ajis02-2331	310	21	is	be	AUX
ajis02-2331	310	22	usually	usually	ADV
ajis02-2331	310	23	employed	employ	VERB
ajis02-2331	310	24	to	to	PART
ajis02-2331	310	25	evaluate	evaluate	VERB
ajis02-2331	310	26	the	the	DET
ajis02-2331	310	27	ranked	rank	VERB
ajis02-2331	310	28	list	list	NOUN
ajis02-2331	310	29	(	(	PUNCT
ajis02-2331	310	30	croft	croft	PROPN
ajis02-2331	310	31	et	et	PROPN
ajis02-2331	310	32	al	al	PROPN
ajis02-2331	310	33	.	.	PROPN
ajis02-2331	310	34	2015	2015	NUM
ajis02-2331	310	35	)	)	PUNCT
ajis02-2331	310	36	.	.	PUNCT
ajis02-2331	311	1	another	another	DET
ajis02-2331	311	2	measurement	measurement	NOUN
ajis02-2331	311	3	is	be	AUX
ajis02-2331	311	4	the	the	DET
ajis02-2331	311	5	precision	precision	NOUN
ajis02-2331	311	6	at	at	ADP
ajis02-2331	311	7	a	a	DET
ajis02-2331	311	8	given	give	VERB
ajis02-2331	311	9	cut	cut	VERB
ajis02-2331	311	10	-	-	PUNCT
ajis02-2331	311	11	off	off	ADP
ajis02-2331	311	12	level	level	NOUN
ajis02-2331	311	13	.	.	PUNCT
ajis02-2331	312	1	a	a	DET
ajis02-2331	312	2	cut	cut	VERB
ajis02-2331	312	3	-	-	PUNCT
ajis02-2331	312	4	off	off	ADP
ajis02-2331	312	5	level	level	NOUN
ajis02-2331	312	6	is	be	AUX
ajis02-2331	312	7	a	a	DET
ajis02-2331	312	8	rank	rank	NOUN
ajis02-2331	312	9	that	that	PRON
ajis02-2331	312	10	defines	define	VERB
ajis02-2331	312	11	the	the	DET
ajis02-2331	312	12	retrieved	retrieve	VERB
ajis02-2331	312	13	set	set	NOUN
ajis02-2331	312	14	.	.	PUNCT
ajis02-2331	313	1	for	for	ADP
ajis02-2331	313	2	example	example	NOUN
ajis02-2331	313	3	,	,	PUNCT
ajis02-2331	313	4	a	a	DET
ajis02-2331	313	5	cut	cut	VERB
ajis02-2331	313	6	-	-	PUNCT
ajis02-2331	313	7	off	off	ADP
ajis02-2331	313	8	level	level	NOUN
ajis02-2331	313	9	of	of	ADP
ajis02-2331	313	10	10	10	NUM
ajis02-2331	313	11	represents	represent	VERB
ajis02-2331	313	12	the	the	DET
ajis02-2331	313	13	top	top	ADJ
ajis02-2331	313	14	ten	ten	NUM
ajis02-2331	313	15	retrieved	retrieve	VERB
ajis02-2331	313	16	documents	document	NOUN
ajis02-2331	313	17	in	in	ADP
ajis02-2331	313	18	the	the	DET
ajis02-2331	313	19	ranked	rank	VERB
ajis02-2331	313	20	list	list	NOUN
ajis02-2331	313	21	.	.	PUNCT
ajis02-2331	314	1	if	if	SCONJ
ajis02-2331	314	2	seven	seven	NUM
ajis02-2331	314	3	out	out	ADP
ajis02-2331	314	4	of	of	ADP
ajis02-2331	314	5	ten	ten	NUM
ajis02-2331	314	6	of	of	ADP
ajis02-2331	314	7	the	the	DET
ajis02-2331	314	8	returned	return	VERB
ajis02-2331	314	9	documents	document	NOUN
ajis02-2331	314	10	is	be	AUX
ajis02-2331	314	11	relevant	relevant	ADJ
ajis02-2331	314	12	,	,	PUNCT
ajis02-2331	314	13	the	the	DET
ajis02-2331	314	14	precision	precision	NOUN
ajis02-2331	314	15	at	at	ADP
ajis02-2331	314	16	cut	cut	NOUN
ajis02-2331	314	17	-	-	PUNCT
ajis02-2331	314	18	off	off	ADP
ajis02-2331	314	19	level	level	NOUN
ajis02-2331	314	20	ten	ten	NUM
ajis02-2331	314	21	(	(	PUNCT
ajis02-2331	314	22	p@10	p@10	NOUN
ajis02-2331	314	23	)	)	PUNCT
ajis02-2331	314	24	is	be	AUX
ajis02-2331	314	25	7/10	7/10	NUM
ajis02-2331	314	26	=	=	SYM
ajis02-2331	314	27	0.7	0.7	NUM
ajis02-2331	314	28	=	=	SYM
ajis02-2331	314	29	70	70	NUM
ajis02-2331	314	30	%	%	NOUN
ajis02-2331	314	31	.	.	PUNCT
ajis02-2331	315	1	experiment	experiment	NOUN
ajis02-2331	315	2	description	description	NOUN
ajis02-2331	315	3	:	:	PUNCT
ajis02-2331	315	4	a	a	DET
ajis02-2331	315	5	special	special	ADJ
ajis02-2331	315	6	search	search	NOUN
ajis02-2331	315	7	browser	browser	NOUN
ajis02-2331	315	8	(	(	PUNCT
ajis02-2331	315	9	ssb	ssb	PROPN
ajis02-2331	315	10	)	)	PUNCT
ajis02-2331	315	11	,	,	PUNCT
ajis02-2331	315	12	which	which	PRON
ajis02-2331	315	13	is	be	AUX
ajis02-2331	315	14	a	a	DET
ajis02-2331	315	15	component	component	NOUN
ajis02-2331	315	16	of	of	ADP
ajis02-2331	315	17	isf	isf	PROPN
ajis02-2331	315	18	,	,	PUNCT
ajis02-2331	315	19	has	have	AUX
ajis02-2331	315	20	been	be	AUX
ajis02-2331	315	21	developed	develop	VERB
ajis02-2331	315	22	to	to	PART
ajis02-2331	315	23	categorise	categorise	VERB
ajis02-2331	315	24	web	web	NOUN
ajis02-2331	315	25	search	search	NOUN
ajis02-2331	315	26	results	result	NOUN
ajis02-2331	315	27	from	from	ADP
ajis02-2331	315	28	yahoo	yahoo	PROPN
ajis02-2331	315	29	!	!	PUNCT
ajis02-2331	316	1	under	under	ADP
ajis02-2331	316	2	various	various	ADJ
ajis02-2331	316	3	categories	category	NOUN
ajis02-2331	316	4	of	of	ADP
ajis02-2331	316	5	the	the	DET
ajis02-2331	316	6	odp	odp	PROPN
ajis02-2331	316	7	(	(	PUNCT
ajis02-2331	316	8	zhu	zhu	X
ajis02-2331	316	9	et	et	NOUN
ajis02-2331	316	10	al	al	PROPN
ajis02-2331	316	11	2018	2018	NUM
ajis02-2331	316	12	)	)	PUNCT
ajis02-2331	316	13	.	.	PUNCT
ajis02-2331	317	1	five	five	NUM
ajis02-2331	317	2	search	search	NOUN
ajis02-2331	317	3	-	-	PUNCT
ajis02-2331	317	4	terms	term	NOUN
ajis02-2331	317	5	with	with	ADP
ajis02-2331	317	6	general	general	ADJ
ajis02-2331	317	7	or	or	CCONJ
ajis02-2331	317	8	ambiguous	ambiguous	ADJ
ajis02-2331	317	9	meanings	meaning	NOUN
ajis02-2331	317	10	are	be	AUX
ajis02-2331	317	11	selected	select	VERB
ajis02-2331	317	12	,	,	PUNCT
ajis02-2331	317	13	as	as	SCONJ
ajis02-2331	317	14	shown	show	VERB
ajis02-2331	317	15	in	in	ADP
ajis02-2331	317	16	table	table	NOUN
ajis02-2331	317	17	1	1	NUM
ajis02-2331	317	18	.	.	PUNCT
ajis02-2331	318	1	for	for	ADP
ajis02-2331	318	2	each	each	DET
ajis02-2331	318	3	search	search	NOUN
ajis02-2331	318	4	-	-	PUNCT
ajis02-2331	318	5	term	term	NOUN
ajis02-2331	318	6	,	,	PUNCT
ajis02-2331	318	7	50	50	NUM
ajis02-2331	318	8	search	search	NOUN
ajis02-2331	318	9	results	result	NOUN
ajis02-2331	318	10	are	be	AUX
ajis02-2331	318	11	retrieved	retrieve	VERB
ajis02-2331	318	12	by	by	ADP
ajis02-2331	318	13	utilizing	utilize	VERB
ajis02-2331	318	14	the	the	DET
ajis02-2331	318	15	yahoo	yahoo	PROPN
ajis02-2331	318	16	!	!	PUNCT
ajis02-2331	318	17	search	search	NOUN
ajis02-2331	318	18	web	web	NOUN
ajis02-2331	318	19	service	service	NOUN
ajis02-2331	318	20	api	api	NOUN
ajis02-2331	318	21	.	.	PUNCT
ajis02-2331	319	1	the	the	DET
ajis02-2331	319	2	returned	return	VERB
ajis02-2331	319	3	search	search	NOUN
ajis02-2331	319	4	results	result	NOUN
ajis02-2331	319	5	are	be	AUX
ajis02-2331	319	6	presented	present	VERB
ajis02-2331	319	7	to	to	ADP
ajis02-2331	319	8	human	human	ADJ
ajis02-2331	319	9	judges	judge	NOUN
ajis02-2331	319	10	to	to	PART
ajis02-2331	319	11	perform	perform	VERB
ajis02-2331	319	12	relevance	relevance	NOUN
ajis02-2331	319	13	judgment	judgment	NOUN
ajis02-2331	319	14	.	.	PUNCT
ajis02-2331	320	1	the	the	DET
ajis02-2331	320	2	relevant	relevant	ADJ
ajis02-2331	320	3	judgment	judgment	NOUN
ajis02-2331	320	4	results	result	NOUN
ajis02-2331	320	5	are	be	AUX
ajis02-2331	320	6	summarized	summarize	VERB
ajis02-2331	320	7	using	use	VERB
ajis02-2331	320	8	a	a	DET
ajis02-2331	320	9	weighted	weight	VERB
ajis02-2331	320	10	schema	schema	NOUN
ajis02-2331	320	11	.	.	PUNCT
ajis02-2331	321	1	a	a	DET
ajis02-2331	321	2	final	final	ADJ
ajis02-2331	321	3	binary	binary	ADJ
ajis02-2331	321	4	decision	decision	NOUN
ajis02-2331	321	5	is	be	AUX
ajis02-2331	321	6	made	make	VERB
ajis02-2331	321	7	regarding	regard	VERB
ajis02-2331	321	8	whether	whether	SCONJ
ajis02-2331	321	9	a	a	DET
ajis02-2331	321	10	returned	return	VERB
ajis02-2331	321	11	search	search	NOUN
ajis02-2331	321	12	item	item	NOUN
ajis02-2331	321	13	is	be	AUX
ajis02-2331	321	14	relevant	relevant	ADJ
ajis02-2331	321	15	to	to	ADP
ajis02-2331	321	16	the	the	DET
ajis02-2331	321	17	specified	specified	ADJ
ajis02-2331	321	18	information	information	NOUN
ajis02-2331	321	19	need	need	NOUN
ajis02-2331	321	20	or	or	CCONJ
ajis02-2331	321	21	not	not	PART
ajis02-2331	321	22	.	.	PUNCT
ajis02-2331	322	1	based	base	VERB
ajis02-2331	322	2	on	on	ADP
ajis02-2331	322	3	the	the	DET
ajis02-2331	322	4	relevance	relevance	NOUN
ajis02-2331	322	5	judgment	judgment	NOUN
ajis02-2331	322	6	results	result	NOUN
ajis02-2331	322	7	,	,	PUNCT
ajis02-2331	322	8	the	the	DET
ajis02-2331	322	9	standard	standard	ADJ
ajis02-2331	322	10	11	11	NUM
ajis02-2331	322	11	recall	recall	NOUN
ajis02-2331	322	12	-	-	PUNCT
ajis02-2331	322	13	precision	precision	NOUN
ajis02-2331	322	14	curves	curve	NOUN
ajis02-2331	322	15	are	be	AUX
ajis02-2331	322	16	drawn	draw	VERB
ajis02-2331	322	17	for	for	ADP
ajis02-2331	322	18	each	each	DET
ajis02-2331	322	19	search	search	NOUN
ajis02-2331	322	20	-	-	PUNCT
ajis02-2331	322	21	term	term	NOUN
ajis02-2331	322	22	of	of	ADP
ajis02-2331	322	23	the	the	DET
ajis02-2331	322	24	search	search	NOUN
ajis02-2331	322	25	results	result	NOUN
ajis02-2331	322	26	of	of	ADP
ajis02-2331	322	27	yahoo	yahoo	PROPN
ajis02-2331	322	28	!	!	PROPN
ajis02-2331	322	29	,	,	PUNCT
ajis02-2331	322	30	and	and	CCONJ
ajis02-2331	322	31	of	of	ADP
ajis02-2331	322	32	the	the	DET
ajis02-2331	322	33	categorised	categorise	VERB
ajis02-2331	322	34	results	result	NOUN
ajis02-2331	322	35	of	of	ADP
ajis02-2331	322	36	ssb	ssb	PROPN
ajis02-2331	322	37	,	,	PUNCT
ajis02-2331	322	38	as	as	SCONJ
ajis02-2331	322	39	shown	show	VERB
ajis02-2331	322	40	in	in	ADP
ajis02-2331	322	41	figure	figure	NOUN
ajis02-2331	322	42	7a	7a	NUM
ajis02-2331	322	43	.	.	PUNCT
ajis02-2331	323	1	p@5	p@5	PROPN
ajis02-2331	323	2	and	and	CCONJ
ajis02-2331	323	3	p@10	p@10	NUM
ajis02-2331	323	4	of	of	ADP
ajis02-2331	323	5	the	the	DET
ajis02-2331	323	6	search	search	NOUN
ajis02-2331	323	7	result	result	NOUN
ajis02-2331	323	8	sets	set	NOUN
ajis02-2331	323	9	are	be	AUX
ajis02-2331	323	10	presented	present	VERB
ajis02-2331	323	11	in	in	ADP
ajis02-2331	323	12	table	table	NOUN
ajis02-2331	323	13	2	2	NUM
ajis02-2331	323	14	.	.	PUNCT
ajis02-2331	324	1	query	query	NOUN
ajis02-2331	324	2	information	information	NOUN
ajis02-2331	324	3	needs	need	VERB
ajis02-2331	324	4	clinton	clinton	PROPN
ajis02-2331	324	5	the	the	DET
ajis02-2331	324	6	american	american	PROPN
ajis02-2331	324	7	president	president	PROPN
ajis02-2331	324	8	william	william	PROPN
ajis02-2331	324	9	j	j	PROPN
ajis02-2331	324	10	clinton	clinton	PROPN
ajis02-2331	324	11	ford	ford	PROPN
ajis02-2331	324	12	henry	henry	PROPN
ajis02-2331	324	13	ford	ford	PROPN
ajis02-2331	324	14	,	,	PUNCT
ajis02-2331	324	15	the	the	DET
ajis02-2331	324	16	founder	founder	NOUN
ajis02-2331	324	17	of	of	ADP
ajis02-2331	324	18	ford	ford	PROPN
ajis02-2331	324	19	motor	motor	PROPN
ajis02-2331	324	20	company	company	PROPN
ajis02-2331	324	21	health	health	NOUN
ajis02-2331	324	22	state	state	NOUN
ajis02-2331	324	23	of	of	ADP
ajis02-2331	324	24	physical	physical	ADJ
ajis02-2331	324	25	,	,	PUNCT
ajis02-2331	324	26	mental	mental	ADJ
ajis02-2331	324	27	,	,	PUNCT
ajis02-2331	324	28	and	and	CCONJ
ajis02-2331	324	29	social	social	ADJ
ajis02-2331	324	30	well	well	ADV
ajis02-2331	324	31	-	-	PUNCT
ajis02-2331	324	32	being	being	NOUN
ajis02-2331	324	33	jaguar	jaguar	NOUN
ajis02-2331	324	34	information	information	NOUN
ajis02-2331	324	35	about	about	ADP
ajis02-2331	324	36	the	the	DET
ajis02-2331	324	37	animal	animal	NOUN
ajis02-2331	324	38	“	"	PUNCT
ajis02-2331	324	39	jaguar	jaguar	PROPN
ajis02-2331	324	40	”	"	PUNCT
ajis02-2331	324	41	ups	up	NOUN
ajis02-2331	324	42	information	information	NOUN
ajis02-2331	324	43	about	about	ADP
ajis02-2331	324	44	“	"	PUNCT
ajis02-2331	324	45	uninterrupted	uninterrupted	ADJ
ajis02-2331	324	46	power	power	NOUN
ajis02-2331	324	47	supply	supply	NOUN
ajis02-2331	324	48	”	"	PUNCT
ajis02-2331	324	49	table	table	NOUN
ajis02-2331	324	50	1	1	NUM
ajis02-2331	324	51	.	.	PUNCT
ajis02-2331	324	52	search	search	NOUN
ajis02-2331	324	53	terms	term	NOUN
ajis02-2331	324	54	and	and	CCONJ
ajis02-2331	324	55	information	information	NOUN
ajis02-2331	324	56	needs	need	VERB
ajis02-2331	324	57	p@5	p@5	PROPN
ajis02-2331	324	58	p@10	p@10	AUX
ajis02-2331	324	59	average	average	ADJ
ajis02-2331	324	60	yahoo	yahoo	PROPN
ajis02-2331	324	61	46.7	46.7	NUM
ajis02-2331	324	62	42	42	NUM
ajis02-2331	324	63	44.4	44.4	NUM
ajis02-2331	324	64	ssb	ssb	PROPN
ajis02-2331	324	65	(	(	PUNCT
ajis02-2331	324	66	isf	isf	PROPN
ajis02-2331	324	67	)	)	PUNCT
ajis02-2331	324	68	85	85	NUM
ajis02-2331	324	69	70	70	NUM
ajis02-2331	324	70	77.5	77.5	NUM
ajis02-2331	324	71	improvement	improvement	NOUN
ajis02-2331	324	72	38.3	38.3	NUM
ajis02-2331	324	73	28	28	NUM
ajis02-2331	324	74	33.2	33.2	NUM
ajis02-2331	324	75	table	table	NOUN
ajis02-2331	324	76	2	2	NUM
ajis02-2331	324	77	.	.	X
ajis02-2331	324	78	p@5	p@5	PROPN
ajis02-2331	324	79	and	and	CCONJ
ajis02-2331	324	80	p@10	p@10	NUM
ajis02-2331	324	81	of	of	ADP
ajis02-2331	324	82	yahoo	yahoo	PROPN
ajis02-2331	324	83	and	and	CCONJ
ajis02-2331	324	84	ssb	ssb	PROPN
ajis02-2331	324	85	australasian	australasian	ADJ
ajis02-2331	324	86	journal	journal	NOUN
ajis02-2331	324	87	of	of	ADP
ajis02-2331	324	88	information	information	NOUN
ajis02-2331	324	89	systems	systems	PROPN
ajis02-2331	324	90	zhu	zhu	PROPN
ajis02-2331	324	91	,	,	PUNCT
ajis02-2331	324	92	nimmagadda	nimmagadda	NOUN
ajis02-2331	324	93	,	,	PUNCT
ajis02-2331	324	94	reiners	reiner	NOUN
ajis02-2331	324	95	&	&	CCONJ
ajis02-2331	324	96	rudra	rudra	PROPN
ajis02-2331	324	97	2020	2020	NUM
ajis02-2331	324	98	,	,	PUNCT
ajis02-2331	324	99	vol	vol	NOUN
ajis02-2331	324	100	24	24	NUM
ajis02-2331	324	101	,	,	PUNCT
ajis02-2331	324	102	research	research	NOUN
ajis02-2331	324	103	article	article	NOUN
ajis02-2331	324	104	integrated	integrate	VERB
ajis02-2331	324	105	search	search	NOUN
ajis02-2331	324	106	framework	framework	NOUN
ajis02-2331	324	107	for	for	ADP
ajis02-2331	324	108	the	the	DET
ajis02-2331	324	109	knowledge	knowledge	NOUN
ajis02-2331	324	110	-	-	PUNCT
ajis02-2331	324	111	based	base	VERB
ajis02-2331	324	112	web	web	NOUN
ajis02-2331	324	113	ecosystem	ecosystem	NOUN
ajis02-2331	324	114	16	16	NUM
ajis02-2331	324	115	query	query	NOUN
ajis02-2331	324	116	google	google	PROPN
ajis02-2331	324	117	bing	bing	PROPN
ajis02-2331	324	118	lycos	lycos	PROPN
ajis02-2331	324	119	ms	ms	PROPN
ajis02-2331	324	120	live	live	ADJ
ajis02-2331	324	121	p5	p5	ADJ
ajis02-2331	324	122	p10	p10	NOUN
ajis02-2331	324	123	p5	p5	ADJ
ajis02-2331	324	124	p10	p10	NOUN
ajis02-2331	324	125	p5	p5	ADJ
ajis02-2331	324	126	p10	p10	NOUN
ajis02-2331	324	127	p5	p5	ADJ
ajis02-2331	324	128	p10	p10	NOUN
ajis02-2331	324	129	clinton	clinton	PROPN
ajis02-2331	324	130	40	40	NUM
ajis02-2331	324	131	40	40	NUM
ajis02-2331	324	132	20	20	NUM
ajis02-2331	324	133	10	10	NUM
ajis02-2331	324	134	40	40	NUM
ajis02-2331	324	135	40	40	NUM
ajis02-2331	324	136	0	0	NUM
ajis02-2331	324	137	0	0	NUM
ajis02-2331	324	138	ford	ford	NOUN
ajis02-2331	324	139	20	20	NUM
ajis02-2331	324	140	30	30	NUM
ajis02-2331	324	141	40	40	NUM
ajis02-2331	324	142	20	20	NUM
ajis02-2331	324	143	20	20	NUM
ajis02-2331	324	144	20	20	NUM
ajis02-2331	324	145	20	20	NUM
ajis02-2331	324	146	20	20	NUM
ajis02-2331	324	147	health	health	NOUN
ajis02-2331	324	148	100	100	NUM
ajis02-2331	324	149	100	100	NUM
ajis02-2331	324	150	100	100	NUM
ajis02-2331	324	151	70	70	NUM
ajis02-2331	324	152	100	100	NUM
ajis02-2331	324	153	80	80	NUM
ajis02-2331	324	154	60	60	NUM
ajis02-2331	324	155	40	40	NUM
ajis02-2331	324	156	jaguar	jaguar	NOUN
ajis02-2331	324	157	20	20	NUM
ajis02-2331	324	158	40	40	NUM
ajis02-2331	324	159	20	20	NUM
ajis02-2331	324	160	10	10	NUM
ajis02-2331	324	161	20	20	NUM
ajis02-2331	324	162	40	40	NUM
ajis02-2331	324	163	20	20	NUM
ajis02-2331	324	164	10	10	NUM
ajis02-2331	324	165	ups	up	NOUN
ajis02-2331	324	166	20	20	NUM
ajis02-2331	324	167	10	10	NUM
ajis02-2331	324	168	0	0	NUM
ajis02-2331	324	169	0	0	NUM
ajis02-2331	324	170	20	20	NUM
ajis02-2331	324	171	10	10	NUM
ajis02-2331	324	172	20	20	NUM
ajis02-2331	324	173	20	20	NUM
ajis02-2331	324	174	average	average	ADJ
ajis02-2331	324	175	40	40	NUM
ajis02-2331	324	176	44	44	NUM
ajis02-2331	324	177	36	36	NUM
ajis02-2331	324	178	22	22	NUM
ajis02-2331	324	179	40	40	NUM
ajis02-2331	324	180	38	38	NUM
ajis02-2331	324	181	20	20	NUM
ajis02-2331	324	182	42	42	NUM
ajis02-2331	324	183	29	29	NUM
ajis02-2331	324	184	39	39	NUM
ajis02-2331	324	185	21	21	NUM
ajis02-2331	324	186	table	table	NOUN
ajis02-2331	324	187	3	3	NUM
ajis02-2331	324	188	.	.	X
ajis02-2331	324	189	p@5	p@5	PROPN
ajis02-2331	324	190	and	and	CCONJ
ajis02-2331	324	191	p@10	p@10	NUM
ajis02-2331	324	192	of	of	ADP
ajis02-2331	324	193	google	google	PROPN
ajis02-2331	324	194	,	,	PUNCT
ajis02-2331	324	195	ms	ms	PROPN
ajis02-2331	324	196	live	live	ADJ
ajis02-2331	324	197	search	search	NOUN
ajis02-2331	324	198	,	,	PUNCT
ajis02-2331	324	199	bing	bing	NOUN
ajis02-2331	324	200	,	,	PUNCT
ajis02-2331	324	201	and	and	CCONJ
ajis02-2331	324	202	lycos	lyco	NOUN
ajis02-2331	324	203	the	the	DET
ajis02-2331	324	204	data	datum	NOUN
ajis02-2331	324	205	documented	document	VERB
ajis02-2331	324	206	in	in	ADP
ajis02-2331	324	207	tables	table	NOUN
ajis02-2331	324	208	2	2	NUM
ajis02-2331	324	209	and	and	CCONJ
ajis02-2331	324	210	3	3	NUM
ajis02-2331	324	211	summarize	summarize	VERB
ajis02-2331	324	212	the	the	DET
ajis02-2331	324	213	relevant	relevant	ADJ
ajis02-2331	324	214	judgement	judgement	NOUN
ajis02-2331	324	215	results	result	NOUN
ajis02-2331	324	216	and	and	CCONJ
ajis02-2331	324	217	the	the	DET
ajis02-2331	324	218	summary	summary	NOUN
ajis02-2331	324	219	of	of	ADP
ajis02-2331	324	220	estimation	estimation	NOUN
ajis02-2331	324	221	.	.	PUNCT
ajis02-2331	325	1	following	follow	VERB
ajis02-2331	325	2	the	the	DET
ajis02-2331	325	3	macro	macro	NOUN
ajis02-2331	325	4	-	-	NOUN
ajis02-2331	325	5	averaging	average	VERB
ajis02-2331	325	6	style	style	NOUN
ajis02-2331	325	7	(	(	PUNCT
ajis02-2331	325	8	manning	man	VERB
ajis02-2331	325	9	et	et	PROPN
ajis02-2331	325	10	al	al	PROPN
ajis02-2331	325	11	.	.	PROPN
ajis02-2331	325	12	2009	2009	NUM
ajis02-2331	325	13	)	)	PUNCT
ajis02-2331	325	14	,	,	PUNCT
ajis02-2331	325	15	while	while	SCONJ
ajis02-2331	325	16	drawing	draw	VERB
ajis02-2331	325	17	the	the	DET
ajis02-2331	325	18	standard	standard	ADJ
ajis02-2331	325	19	11	11	NUM
ajis02-2331	325	20	-	-	PUNCT
ajis02-2331	325	21	point	point	NOUN
ajis02-2331	325	22	recall	recall	NOUN
ajis02-2331	325	23	-	-	PUNCT
ajis02-2331	325	24	precision	precision	NOUN
ajis02-2331	325	25	curve	curve	NOUN
ajis02-2331	325	26	,	,	PUNCT
ajis02-2331	325	27	the	the	DET
ajis02-2331	325	28	precision	precision	NOUN
ajis02-2331	325	29	pj	pj	PROPN
ajis02-2331	325	30	at	at	ADP
ajis02-2331	325	31	recall	recall	PROPN
ajis02-2331	325	32	level	level	PROPN
ajis02-2331	325	33	j	j	PROPN
ajis02-2331	325	34	is	be	AUX
ajis02-2331	325	35	calculated	calculate	VERB
ajis02-2331	325	36	by	by	ADP
ajis02-2331	325	37	:	:	PUNCT
ajis02-2331	325	38			X
ajis02-2331	325	39	=	=	PUNCT
ajis02-2331	326	1	=	=	SYM
ajis02-2331	326	2	=	=	SYM
ajis02-2331	326	3	n	n	PROPN
ajis02-2331	326	4	i	i	PRON
ajis02-2331	326	5	jij	jij	PROPN
ajis02-2331	326	6	jp	jp	PROPN
ajis02-2331	327	1	n	n	CCONJ
ajis02-2331	327	2	p	p	PROPN
ajis02-2331	327	3	1	1	NUM
ajis02-2331	327	4	,	,	PUNCT
ajis02-2331	327	5	10	10	NUM
ajis02-2331	327	6	...	...	PUNCT
ajis02-2331	327	7	,,1,0	,,1,0	PUNCT
ajis02-2331	327	8	1	1	NUM
ajis02-2331	327	9	n	n	NOUN
ajis02-2331	327	10	=	=	SYM
ajis02-2331	327	11	5	5	NUM
ajis02-2331	327	12	is	be	AUX
ajis02-2331	327	13	the	the	DET
ajis02-2331	327	14	number	number	NOUN
ajis02-2331	327	15	of	of	ADP
ajis02-2331	327	16	queries	query	NOUN
ajis02-2331	327	17	in	in	ADP
ajis02-2331	327	18	the	the	DET
ajis02-2331	327	19	experiment	experiment	NOUN
ajis02-2331	327	20	,	,	PUNCT
ajis02-2331	327	21	pi	pi	PROPN
ajis02-2331	327	22	,	,	PUNCT
ajis02-2331	327	23	j	j	PROPN
ajis02-2331	327	24	is	be	AUX
ajis02-2331	327	25	the	the	DET
ajis02-2331	327	26	precision	precision	NOUN
ajis02-2331	327	27	of	of	ADP
ajis02-2331	327	28	the	the	DET
ajis02-2331	327	29	i	i	PROPN
ajis02-2331	327	30	-	-	PUNCT
ajis02-2331	327	31	th	th	X
ajis02-2331	327	32	query	query	NOUN
ajis02-2331	327	33	at	at	ADP
ajis02-2331	327	34	j	j	PROPN
ajis02-2331	327	35	-	-	PUNCT
ajis02-2331	327	36	th	th	VERB
ajis02-2331	327	37	recall	recall	NOUN
ajis02-2331	327	38	level	level	NOUN
ajis02-2331	327	39	.	.	PUNCT
ajis02-2331	328	1	the	the	DET
ajis02-2331	328	2	overall	overall	ADJ
ajis02-2331	328	3	precision	precision	NOUN
ajis02-2331	328	4	is	be	AUX
ajis02-2331	328	5	calculated	calculate	VERB
ajis02-2331	328	6	by	by	ADP
ajis02-2331	328	7	:	:	PUNCT
ajis02-2331	328	8			NOUN
ajis02-2331	328	9	=	=	PUNCT
ajis02-2331	329	1	=	=	NOUN
ajis02-2331	329	2			NOUN
ajis02-2331	329	3	=	=	NOUN
ajis02-2331	329	4	10	10	NUM
ajis02-2331	329	5	0	0	NUM
ajis02-2331	329	6	1	1	NUM
ajis02-2331	329	7	,	,	PUNCT
ajis02-2331	329	8	11	11	NUM
ajis02-2331	329	9	1	1	NUM
ajis02-2331	329	10	j	j	PROPN
ajis02-2331	329	11	n	n	CCONJ
ajis02-2331	329	12	i	i	PRON
ajis02-2331	329	13	jip	jip	VERB
ajis02-2331	330	1	n	n	CCONJ
ajis02-2331	330	2	p	p	NOUN
ajis02-2331	330	3	relevance	relevance	NOUN
ajis02-2331	330	4	judgment	judgment	NOUN
ajis02-2331	330	5	:	:	PUNCT
ajis02-2331	330	6	relevance	relevance	NOUN
ajis02-2331	330	7	judgment	judgment	NOUN
ajis02-2331	330	8	is	be	AUX
ajis02-2331	330	9	inherently	inherently	ADV
ajis02-2331	330	10	subjective	subjective	ADJ
ajis02-2331	330	11	(	(	PUNCT
ajis02-2331	330	12	mizzaro	mizzaro	NOUN
ajis02-2331	330	13	,	,	PUNCT
ajis02-2331	330	14	1997	1997	NUM
ajis02-2331	330	15	)	)	PUNCT
ajis02-2331	330	16	.	.	PUNCT
ajis02-2331	331	1	for	for	ADP
ajis02-2331	331	2	easing	ease	VERB
ajis02-2331	331	3	the	the	DET
ajis02-2331	331	4	issue	issue	NOUN
ajis02-2331	331	5	of	of	ADP
ajis02-2331	331	6	subjectivity	subjectivity	NOUN
ajis02-2331	331	7	,	,	PUNCT
ajis02-2331	331	8	we	we	PRON
ajis02-2331	331	9	organized	organize	VERB
ajis02-2331	331	10	five	five	NUM
ajis02-2331	331	11	judges	judge	NOUN
ajis02-2331	331	12	from	from	ADP
ajis02-2331	331	13	our	our	PRON
ajis02-2331	331	14	university	university	NOUN
ajis02-2331	331	15	to	to	PART
ajis02-2331	331	16	conduct	conduct	VERB
ajis02-2331	331	17	relevance	relevance	NOUN
ajis02-2331	331	18	judgement	judgement	NOUN
ajis02-2331	331	19	in	in	ADP
ajis02-2331	331	20	the	the	DET
ajis02-2331	331	21	research	research	NOUN
ajis02-2331	331	22	,	,	PUNCT
ajis02-2331	331	23	as	as	SCONJ
ajis02-2331	331	24	discussed	discuss	VERB
ajis02-2331	331	25	in	in	ADP
ajis02-2331	331	26	zhu	zhu	PROPN
ajis02-2331	331	27	et	et	PROPN
ajis02-2331	331	28	al	al	PROPN
ajis02-2331	331	29	(	(	PUNCT
ajis02-2331	331	30	2018	2018	NUM
ajis02-2331	331	31	)	)	PUNCT
ajis02-2331	331	32	.	.	PUNCT
ajis02-2331	332	1	the	the	DET
ajis02-2331	332	2	human	human	ADJ
ajis02-2331	332	3	judges	judge	NOUN
ajis02-2331	332	4	know	know	VERB
ajis02-2331	332	5	nothing	nothing	PRON
ajis02-2331	332	6	about	about	ADP
ajis02-2331	332	7	the	the	DET
ajis02-2331	332	8	categorised	categorise	VERB
ajis02-2331	332	9	results	result	NOUN
ajis02-2331	332	10	of	of	ADP
ajis02-2331	332	11	the	the	DET
ajis02-2331	332	12	isf	isf	NOUN
ajis02-2331	332	13	.	.	PUNCT
ajis02-2331	333	1	according	accord	VERB
ajis02-2331	333	2	to	to	ADP
ajis02-2331	333	3	the	the	DET
ajis02-2331	333	4	relevant	relevant	ADJ
ajis02-2331	333	5	judgement	judgement	NOUN
ajis02-2331	333	6	results	result	NOUN
ajis02-2331	333	7	of	of	ADP
ajis02-2331	333	8	five	five	NUM
ajis02-2331	333	9	judges	judge	NOUN
ajis02-2331	333	10	,	,	PUNCT
ajis02-2331	333	11	a	a	DET
ajis02-2331	333	12	final	final	ADJ
ajis02-2331	333	13	binary	binary	ADJ
ajis02-2331	333	14	decision	decision	NOUN
ajis02-2331	333	15	was	be	AUX
ajis02-2331	333	16	reached	reach	VERB
ajis02-2331	333	17	for	for	ADP
ajis02-2331	333	18	each	each	DET
ajis02-2331	333	19	returned	return	VERB
ajis02-2331	333	20	search	search	NOUN
ajis02-2331	333	21	item	item	NOUN
ajis02-2331	333	22	of	of	ADP
ajis02-2331	333	23	yahoo	yahoo	PROPN
ajis02-2331	333	24	api	api	PROPN
ajis02-2331	333	25	.	.	PUNCT
ajis02-2331	334	1	the	the	DET
ajis02-2331	334	2	experimental	experimental	ADJ
ajis02-2331	334	3	results	result	NOUN
ajis02-2331	334	4	in	in	ADP
ajis02-2331	334	5	figure	figure	NOUN
ajis02-2331	334	6	7a	7a	NOUN
ajis02-2331	334	7	and	and	CCONJ
ajis02-2331	334	8	table	table	NOUN
ajis02-2331	334	9	2	2	NUM
ajis02-2331	334	10	of	of	ADP
ajis02-2331	334	11	isf	isf	PROPN
ajis02-2331	334	12	are	be	AUX
ajis02-2331	334	13	based	base	VERB
ajis02-2331	334	14	on	on	ADP
ajis02-2331	334	15	50	50	NUM
ajis02-2331	334	16	search	search	NOUN
ajis02-2331	334	17	results	result	NOUN
ajis02-2331	334	18	for	for	ADP
ajis02-2331	334	19	each	each	PRON
ajis02-2331	334	20	of	of	ADP
ajis02-2331	334	21	the	the	DET
ajis02-2331	334	22	five	five	NUM
ajis02-2331	334	23	search	search	NOUN
ajis02-2331	334	24	terms	term	NOUN
ajis02-2331	334	25	of	of	ADP
ajis02-2331	334	26	yahoo	yahoo	PROPN
ajis02-2331	334	27	!	!	PUNCT
ajis02-2331	334	28	.	.	PUNCT
ajis02-2331	335	1	that	that	PRON
ajis02-2331	335	2	is	be	AUX
ajis02-2331	335	3	,	,	PUNCT
ajis02-2331	335	4	the	the	DET
ajis02-2331	335	5	isf	isf	NOUN
ajis02-2331	335	6	has	have	AUX
ajis02-2331	335	7	categorised	categorise	VERB
ajis02-2331	335	8	yahoo	yahoo	PROPN
ajis02-2331	335	9	’s	’s	PART
ajis02-2331	335	10	50	50	NUM
ajis02-2331	335	11	results	result	NOUN
ajis02-2331	335	12	into	into	ADP
ajis02-2331	335	13	different	different	ADJ
ajis02-2331	335	14	odp	odp	PROPN
ajis02-2331	335	15	categories	category	NOUN
ajis02-2331	335	16	.	.	PUNCT
ajis02-2331	336	1	in	in	ADP
ajis02-2331	336	2	this	this	DET
ajis02-2331	336	3	context	context	NOUN
ajis02-2331	336	4	,	,	PUNCT
ajis02-2331	336	5	the	the	DET
ajis02-2331	336	6	comparison	comparison	NOUN
ajis02-2331	336	7	between	between	ADP
ajis02-2331	336	8	figure	figure	NOUN
ajis02-2331	336	9	7a	7a	NOUN
ajis02-2331	336	10	and	and	CCONJ
ajis02-2331	336	11	table	table	NOUN
ajis02-2331	336	12	2	2	NUM
ajis02-2331	336	13	is	be	AUX
ajis02-2331	336	14	a	a	DET
ajis02-2331	336	15	direct	direct	ADJ
ajis02-2331	336	16	comparison	comparison	NOUN
ajis02-2331	336	17	.	.	PUNCT
ajis02-2331	337	1	because	because	SCONJ
ajis02-2331	337	2	isf	isf	PROPN
ajis02-2331	337	3	does	do	AUX
ajis02-2331	337	4	not	not	PART
ajis02-2331	337	5	categorise	categorise	VERB
ajis02-2331	337	6	the	the	DET
ajis02-2331	337	7	search	search	NOUN
ajis02-2331	337	8	results	result	NOUN
ajis02-2331	337	9	of	of	ADP
ajis02-2331	337	10	the	the	DET
ajis02-2331	337	11	rest	rest	NOUN
ajis02-2331	337	12	of	of	ADP
ajis02-2331	337	13	four	four	NUM
ajis02-2331	337	14	search	search	NOUN
ajis02-2331	337	15	engines	engine	NOUN
ajis02-2331	337	16	,	,	PUNCT
ajis02-2331	337	17	as	as	ADP
ajis02-2331	337	18	in	in	ADP
ajis02-2331	337	19	figure	figure	NOUN
ajis02-2331	337	20	7b	7b	NOUN
ajis02-2331	337	21	,	,	PUNCT
ajis02-2331	337	22	for	for	ADP
ajis02-2331	337	23	the	the	DET
ajis02-2331	337	24	reason	reason	NOUN
ajis02-2331	337	25	they	they	PRON
ajis02-2331	337	26	do	do	AUX
ajis02-2331	337	27	not	not	PART
ajis02-2331	337	28	have	have	VERB
ajis02-2331	337	29	corresponding	correspond	VERB
ajis02-2331	337	30	search	search	NOUN
ajis02-2331	337	31	apis	apis	ADJ
ajis02-2331	337	32	as	as	SCONJ
ajis02-2331	337	33	provided	provide	VERB
ajis02-2331	337	34	by	by	ADP
ajis02-2331	337	35	yahoo	yahoo	PROPN
ajis02-2331	337	36	!	!	PROPN
ajis02-2331	337	37	,	,	PUNCT
ajis02-2331	337	38	and	and	CCONJ
ajis02-2331	337	39	in	in	ADP
ajis02-2331	337	40	such	such	ADJ
ajis02-2331	337	41	sense	sense	NOUN
ajis02-2331	337	42	,	,	PUNCT
ajis02-2331	337	43	the	the	DET
ajis02-2331	337	44	comparison	comparison	NOUN
ajis02-2331	337	45	may	may	AUX
ajis02-2331	337	46	not	not	PART
ajis02-2331	337	47	be	be	AUX
ajis02-2331	337	48	considered	consider	VERB
ajis02-2331	337	49	straightforward	straightforward	ADJ
ajis02-2331	337	50	.	.	PUNCT
ajis02-2331	338	1	however	however	ADV
ajis02-2331	338	2	,	,	PUNCT
ajis02-2331	338	3	the	the	DET
ajis02-2331	338	4	indirect	indirect	ADJ
ajis02-2331	338	5	comparison	comparison	NOUN
ajis02-2331	338	6	also	also	ADV
ajis02-2331	338	7	reveals	reveal	VERB
ajis02-2331	338	8	that	that	SCONJ
ajis02-2331	338	9	without	without	ADP
ajis02-2331	338	10	applying	apply	VERB
ajis02-2331	338	11	the	the	DET
ajis02-2331	338	12	proposed	propose	VERB
ajis02-2331	338	13	search	search	NOUN
ajis02-2331	338	14	strategy	strategy	NOUN
ajis02-2331	338	15	,	,	PUNCT
ajis02-2331	338	16	the	the	DET
ajis02-2331	338	17	performance	performance	NOUN
ajis02-2331	338	18	of	of	ADP
ajis02-2331	338	19	the	the	DET
ajis02-2331	338	20	search	search	NOUN
ajis02-2331	338	21	engines	engine	NOUN
ajis02-2331	338	22	is	be	AUX
ajis02-2331	338	23	relatively	relatively	ADV
ajis02-2331	338	24	unsatisfactory	unsatisfactory	ADJ
ajis02-2331	338	25	regarding	regard	VERB
ajis02-2331	338	26	the	the	DET
ajis02-2331	338	27	recall	recall	NOUN
ajis02-2331	338	28	-	-	PUNCT
ajis02-2331	338	29	precision	precision	NOUN
ajis02-2331	338	30	curve	curve	NOUN
ajis02-2331	338	31	measures	measure	NOUN
ajis02-2331	338	32	and	and	CCONJ
ajis02-2331	338	33	the	the	DET
ajis02-2331	338	34	p@5	p@5	PROPN
ajis02-2331	338	35	and	and	CCONJ
ajis02-2331	338	36	p@10	p@10	NUM
ajis02-2331	338	37	evaluations	evaluation	NOUN
ajis02-2331	338	38	.	.	PUNCT
ajis02-2331	339	1	australasian	australasian	ADJ
ajis02-2331	339	2	journal	journal	NOUN
ajis02-2331	339	3	of	of	ADP
ajis02-2331	339	4	information	information	NOUN
ajis02-2331	339	5	systems	systems	PROPN
ajis02-2331	339	6	zhu	zhu	PROPN
ajis02-2331	339	7	,	,	PUNCT
ajis02-2331	339	8	nimmagadda	nimmagadda	NOUN
ajis02-2331	339	9	,	,	PUNCT
ajis02-2331	339	10	reiners	reiner	NOUN
ajis02-2331	339	11	&	&	CCONJ
ajis02-2331	339	12	rudra	rudra	PROPN
ajis02-2331	339	13	2020	2020	NUM
ajis02-2331	339	14	,	,	PUNCT
ajis02-2331	339	15	vol	vol	NOUN
ajis02-2331	339	16	24	24	NUM
ajis02-2331	339	17	,	,	PUNCT
ajis02-2331	339	18	research	research	NOUN
ajis02-2331	339	19	article	article	NOUN
ajis02-2331	339	20	integrated	integrate	VERB
ajis02-2331	339	21	search	search	NOUN
ajis02-2331	339	22	framework	framework	NOUN
ajis02-2331	339	23	for	for	ADP
ajis02-2331	339	24	the	the	DET
ajis02-2331	339	25	knowledge	knowledge	NOUN
ajis02-2331	339	26	-	-	PUNCT
ajis02-2331	339	27	based	base	VERB
ajis02-2331	339	28	web	web	NOUN
ajis02-2331	339	29	ecosystem	ecosystem	NOUN
ajis02-2331	339	30	17	17	NUM
ajis02-2331	339	31	figure	figure	NOUN
ajis02-2331	339	32	7	7	NUM
ajis02-2331	339	33	(	(	PUNCT
ajis02-2331	339	34	a	a	PRON
ajis02-2331	339	35	):	):	PUNCT
ajis02-2331	339	36	average	average	ADJ
ajis02-2331	339	37	recall	recall	NOUN
ajis02-2331	339	38	-	-	PUNCT
ajis02-2331	339	39	precision	precision	NOUN
ajis02-2331	339	40	curves	curve	NOUN
ajis02-2331	339	41	of	of	ADP
ajis02-2331	339	42	yahoo	yahoo	PROPN
ajis02-2331	339	43	!	!	PROPN
ajis02-2331	340	1	and	and	CCONJ
ajis02-2331	340	2	isf	isf	PROPN
ajis02-2331	340	3	categorized	categorize	VERB
ajis02-2331	340	4	search	search	NOUN
ajis02-2331	340	5	results	result	NOUN
ajis02-2331	340	6	over	over	ADP
ajis02-2331	340	7	the	the	DET
ajis02-2331	340	8	five	five	NUM
ajis02-2331	340	9	search	search	NOUN
ajis02-2331	340	10	-	-	PUNCT
ajis02-2331	340	11	terms	term	NOUN
ajis02-2331	340	12	(	(	PUNCT
ajis02-2331	340	13	clinton	clinton	PROPN
ajis02-2331	340	14	,	,	PUNCT
ajis02-2331	340	15	ford	ford	PROPN
ajis02-2331	340	16	,	,	PUNCT
ajis02-2331	340	17	health	health	NOUN
ajis02-2331	340	18	,	,	PUNCT
ajis02-2331	340	19	jaguar	jaguar	PROPN
ajis02-2331	340	20	,	,	PUNCT
ajis02-2331	340	21	ups	up	NOUN
ajis02-2331	340	22	)	)	PUNCT
ajis02-2331	340	23	(	(	PUNCT
ajis02-2331	340	24	b	b	X
ajis02-2331	340	25	)	)	PUNCT
ajis02-2331	340	26	average	average	ADJ
ajis02-2331	340	27	recall	recall	NOUN
ajis02-2331	340	28	-	-	PUNCT
ajis02-2331	340	29	precision	precision	NOUN
ajis02-2331	340	30	curves	curve	NOUN
ajis02-2331	340	31	of	of	ADP
ajis02-2331	340	32	yahoo	yahoo	PROPN
ajis02-2331	340	33	!	!	PROPN
ajis02-2331	340	34	,	,	PUNCT
ajis02-2331	340	35	google	google	PROPN
ajis02-2331	340	36	,	,	PUNCT
ajis02-2331	340	37	ms	ms	PROPN
ajis02-2331	340	38	live	live	ADJ
ajis02-2331	340	39	search	search	NOUN
ajis02-2331	340	40	,	,	PUNCT
ajis02-2331	340	41	bing	bing	NOUN
ajis02-2331	340	42	,	,	PUNCT
ajis02-2331	340	43	lycos	lyco	NOUN
ajis02-2331	340	44	,	,	PUNCT
ajis02-2331	340	45	and	and	CCONJ
ajis02-2331	340	46	the	the	DET
ajis02-2331	340	47	categorised	categorise	VERB
ajis02-2331	340	48	results	result	NOUN
ajis02-2331	340	49	of	of	ADP
ajis02-2331	340	50	isf1	isf1	PROPN
ajis02-2331	340	51	to	to	PART
ajis02-2331	340	52	further	far	ADV
ajis02-2331	340	53	test	test	VERB
ajis02-2331	340	54	the	the	DET
ajis02-2331	340	55	isf	isf	NOUN
ajis02-2331	340	56	,	,	PUNCT
ajis02-2331	340	57	we	we	PRON
ajis02-2331	340	58	have	have	AUX
ajis02-2331	340	59	added	add	VERB
ajis02-2331	340	60	five	five	NUM
ajis02-2331	340	61	more	more	ADJ
ajis02-2331	340	62	queries	query	NOUN
ajis02-2331	340	63	with	with	ADP
ajis02-2331	340	64	information	information	NOUN
ajis02-2331	340	65	needs	need	NOUN
ajis02-2331	340	66	as	as	SCONJ
ajis02-2331	340	67	shown	show	VERB
ajis02-2331	340	68	in	in	ADP
ajis02-2331	340	69	table	table	NOUN
ajis02-2331	340	70	4	4	NUM
ajis02-2331	340	71	.	.	PUNCT
ajis02-2331	341	1	the	the	DET
ajis02-2331	341	2	search	search	NOUN
ajis02-2331	341	3	results	result	NOUN
ajis02-2331	341	4	for	for	ADP
ajis02-2331	341	5	p@5	p@5	PROPN
ajis02-2331	341	6	and	and	CCONJ
ajis02-2331	341	7	p@10	p@10	NUM
ajis02-2331	341	8	are	be	AUX
ajis02-2331	341	9	presented	present	VERB
ajis02-2331	341	10	in	in	ADP
ajis02-2331	341	11	table	table	NOUN
ajis02-2331	341	12	5	5	NUM
ajis02-2331	341	13	.	.	PUNCT
ajis02-2331	342	1	query	query	NOUN
ajis02-2331	342	2	information	information	NOUN
ajis02-2331	342	3	needs	need	VERB
ajis02-2331	342	4	susan	susan	PROPN
ajis02-2331	342	5	dumais	dumais	PROPN
ajis02-2331	342	6	the	the	DET
ajis02-2331	342	7	researcher	researcher	NOUN
ajis02-2331	342	8	susan	susan	PROPN
ajis02-2331	342	9	dumais	dumais	PROPN
ajis02-2331	342	10	world	world	PROPN
ajis02-2331	342	11	war	war	PROPN
ajis02-2331	342	12	2	2	NUM
ajis02-2331	342	13	history	history	NOUN
ajis02-2331	342	14	related	relate	VERB
ajis02-2331	342	15	to	to	ADP
ajis02-2331	342	16	world	world	NOUN
ajis02-2331	342	17	war	war	NOUN
ajis02-2331	342	18	2	2	NUM
ajis02-2331	342	19	graphic	graphic	ADJ
ajis02-2331	342	20	design	design	NOUN
ajis02-2331	342	21	the	the	DET
ajis02-2331	342	22	art	art	NOUN
ajis02-2331	342	23	and	and	CCONJ
ajis02-2331	342	24	practice	practice	NOUN
ajis02-2331	342	25	of	of	ADP
ajis02-2331	342	26	graphical	graphical	ADJ
ajis02-2331	342	27	design	design	NOUN
ajis02-2331	342	28	jokes	joke	NOUN
ajis02-2331	342	29	the	the	DET
ajis02-2331	342	30	funniest	funniest	ADJ
ajis02-2331	342	31	jokes	joke	NOUN
ajis02-2331	342	32	time	time	NOUN
ajis02-2331	342	33	zones	zone	NOUN
ajis02-2331	342	34	time	time	NOUN
ajis02-2331	342	35	zones	zone	NOUN
ajis02-2331	342	36	of	of	ADP
ajis02-2331	342	37	the	the	DET
ajis02-2331	342	38	world	world	NOUN
ajis02-2331	342	39	table	table	NOUN
ajis02-2331	342	40	4	4	NUM
ajis02-2331	342	41	.	.	NOUN
ajis02-2331	342	42	five	five	NUM
ajis02-2331	342	43	more	more	ADJ
ajis02-2331	342	44	search	search	NOUN
ajis02-2331	342	45	terms	term	NOUN
ajis02-2331	342	46	and	and	CCONJ
ajis02-2331	342	47	information	information	NOUN
ajis02-2331	342	48	needs	need	VERB
ajis02-2331	342	49	query	query	NOUN
ajis02-2331	342	50	google	google	PROPN
ajis02-2331	342	51	yahoo	yahoo	PROPN
ajis02-2331	342	52	bing	bing	NOUN
ajis02-2331	342	53	aol.com	aol.com	PRON
ajis02-2331	342	54	baidu	baidu	PROPN
ajis02-2331	342	55	p@5	p@5	PROPN
ajis02-2331	342	56	p@10	p@10	PUNCT
ajis02-2331	342	57	p@5	p@5	PROPN
ajis02-2331	342	58	p@10	p@10	PUNCT
ajis02-2331	342	59	p@5	p@5	PROPN
ajis02-2331	342	60	p@10	p@10	PUNCT
ajis02-2331	342	61	p@5	p@5	PROPN
ajis02-2331	342	62	p@10	p@10	PUNCT
ajis02-2331	342	63	p@5	p@5	PROPN
ajis02-2331	342	64	p@10	p@10	AUX
ajis02-2331	342	65	susan	susan	PROPN
ajis02-2331	342	66	sumais	sumais	PROPN
ajis02-2331	342	67	100	100	NUM
ajis02-2331	342	68	90	90	NUM
ajis02-2331	342	69	80	80	NUM
ajis02-2331	342	70	70	70	NUM
ajis02-2331	342	71	80	80	NUM
ajis02-2331	342	72	70	70	NUM
ajis02-2331	342	73	80	80	NUM
ajis02-2331	342	74	70	70	NUM
ajis02-2331	342	75	60	60	NUM
ajis02-2331	342	76	60	60	NUM
ajis02-2331	342	77	world	world	NOUN
ajis02-2331	342	78	war	war	NOUN
ajis02-2331	342	79	2	2	NUM
ajis02-2331	342	80	100	100	NUM
ajis02-2331	342	81	100	100	NUM
ajis02-2331	342	82	100	100	NUM
ajis02-2331	342	83	90	90	NUM
ajis02-2331	342	84	100	100	NUM
ajis02-2331	342	85	90	90	NUM
ajis02-2331	342	86	100	100	NUM
ajis02-2331	342	87	100	100	NUM
ajis02-2331	342	88	100	100	NUM
ajis02-2331	342	89	80	80	NUM
ajis02-2331	342	90	graphic	graphic	ADJ
ajis02-2331	342	91	design	design	NOUN
ajis02-2331	342	92	60	60	NUM
ajis02-2331	342	93	50	50	NUM
ajis02-2331	342	94	40	40	NUM
ajis02-2331	342	95	60	60	NUM
ajis02-2331	342	96	60	60	NUM
ajis02-2331	342	97	80	80	NUM
ajis02-2331	342	98	20	20	NUM
ajis02-2331	342	99	60	60	NUM
ajis02-2331	342	100	100	100	NUM
ajis02-2331	342	101	100	100	NUM
ajis02-2331	342	102	jokes	joke	NOUN
ajis02-2331	342	103	80	80	NUM
ajis02-2331	342	104	70	70	NUM
ajis02-2331	342	105	80	80	NUM
ajis02-2331	342	106	80	80	NUM
ajis02-2331	342	107	80	80	NUM
ajis02-2331	342	108	80	80	NUM
ajis02-2331	342	109	80	80	NUM
ajis02-2331	342	110	80	80	NUM
ajis02-2331	342	111	100	100	NUM
ajis02-2331	342	112	90	90	NUM
ajis02-2331	342	113	time	time	NOUN
ajis02-2331	342	114	zones	zone	NOUN
ajis02-2331	342	115	80	80	NUM
ajis02-2331	342	116	80	80	NUM
ajis02-2331	342	117	100	100	NUM
ajis02-2331	342	118	100	100	NUM
ajis02-2331	342	119	100	100	NUM
ajis02-2331	342	120	100	100	NUM
ajis02-2331	342	121	80	80	NUM
ajis02-2331	342	122	80	80	NUM
ajis02-2331	342	123	100	100	NUM
ajis02-2331	342	124	100	100	NUM
ajis02-2331	342	125	average	average	ADJ
ajis02-2331	342	126	84	84	NUM
ajis02-2331	342	127	78	78	NUM
ajis02-2331	342	128	80	80	NUM
ajis02-2331	342	129	80	80	NUM
ajis02-2331	342	130	84	84	NUM
ajis02-2331	342	131	84	84	NUM
ajis02-2331	342	132	72	72	NUM
ajis02-2331	342	133	78	78	NUM
ajis02-2331	342	134	92	92	NUM
ajis02-2331	342	135	86	86	NUM
ajis02-2331	342	136	81	81	NUM
ajis02-2331	342	137	80	80	NUM
ajis02-2331	342	138	84	84	NUM
ajis02-2331	342	139	75	75	NUM
ajis02-2331	342	140	89	89	NUM
ajis02-2331	342	141	table	table	NOUN
ajis02-2331	342	142	5	5	NUM
ajis02-2331	342	143	.	.	X
ajis02-2331	342	144	p@5	p@5	PROPN
ajis02-2331	342	145	and	and	CCONJ
ajis02-2331	343	1	p@10	p@10	NUM
ajis02-2331	343	2	instances	instance	NOUN
ajis02-2331	343	3	of	of	ADP
ajis02-2331	343	4	google	google	NOUN
ajis02-2331	343	5	,	,	PUNCT
ajis02-2331	343	6	ms	ms	PROPN
ajis02-2331	343	7	live	live	ADJ
ajis02-2331	343	8	search	search	NOUN
ajis02-2331	343	9	,	,	PUNCT
ajis02-2331	343	10	bing	bing	NOUN
ajis02-2331	343	11	,	,	PUNCT
ajis02-2331	343	12	yahoo	yahoo	PROPN
ajis02-2331	343	13	,	,	PUNCT
ajis02-2331	343	14	aol.com	aol.com	X
ajis02-2331	343	15	and	and	CCONJ
ajis02-2331	343	16	baidu	baidu	VERB
ajis02-2331	343	17	to	to	PART
ajis02-2331	343	18	further	far	ADV
ajis02-2331	343	19	verify	verify	VERB
ajis02-2331	343	20	the	the	DET
ajis02-2331	343	21	robustness	robustness	NOUN
ajis02-2331	343	22	and	and	CCONJ
ajis02-2331	343	23	adaptability	adaptability	NOUN
ajis02-2331	343	24	of	of	ADP
ajis02-2331	343	25	isf	isf	PROPN
ajis02-2331	343	26	,	,	PUNCT
ajis02-2331	343	27	we	we	PRON
ajis02-2331	343	28	have	have	AUX
ajis02-2331	343	29	added	add	VERB
ajis02-2331	343	30	another	another	DET
ajis02-2331	343	31	five	five	NUM
ajis02-2331	343	32	more	more	ADJ
ajis02-2331	343	33	queries	query	NOUN
ajis02-2331	343	34	as	as	SCONJ
ajis02-2331	343	35	represented	represent	VERB
ajis02-2331	343	36	in	in	ADP
ajis02-2331	343	37	tables	table	NOUN
ajis02-2331	343	38	6	6	NUM
ajis02-2331	343	39	and	and	CCONJ
ajis02-2331	343	40	7	7	NUM
ajis02-2331	343	41	.	.	NOUN
ajis02-2331	343	42	1	1	NUM
ajis02-2331	343	43	ssb	ssb	PROPN
ajis02-2331	343	44	is	be	AUX
ajis02-2331	343	45	an	an	DET
ajis02-2331	343	46	earlier	early	ADJ
ajis02-2331	343	47	version	version	NOUN
ajis02-2331	343	48	of	of	ADP
ajis02-2331	343	49	isf	isf	PROPN
ajis02-2331	344	1	so	so	SCONJ
ajis02-2331	344	2	we	we	PRON
ajis02-2331	344	3	kept	keep	VERB
ajis02-2331	344	4	the	the	DET
ajis02-2331	344	5	name	name	NOUN
ajis02-2331	344	6	of	of	ADP
ajis02-2331	344	7	ssb	ssb	PROPN
ajis02-2331	344	8	unchanged	unchanged	ADJ
ajis02-2331	344	9	in	in	ADP
ajis02-2331	344	10	this	this	DET
ajis02-2331	344	11	figure	figure	NOUN
ajis02-2331	344	12	.	.	PUNCT
ajis02-2331	345	1	(	(	PUNCT
ajis02-2331	345	2	a	a	X
ajis02-2331	345	3	)	)	PUNCT
ajis02-2331	345	4	(	(	PUNCT
ajis02-2331	345	5	b	b	X
ajis02-2331	345	6	)	)	PUNCT
ajis02-2331	345	7	australasian	australasian	ADJ
ajis02-2331	345	8	journal	journal	NOUN
ajis02-2331	345	9	of	of	ADP
ajis02-2331	345	10	information	information	NOUN
ajis02-2331	345	11	systems	systems	PROPN
ajis02-2331	345	12	zhu	zhu	PROPN
ajis02-2331	345	13	,	,	PUNCT
ajis02-2331	345	14	nimmagadda	nimmagadda	NOUN
ajis02-2331	345	15	,	,	PUNCT
ajis02-2331	345	16	reiners	reiner	NOUN
ajis02-2331	345	17	&	&	CCONJ
ajis02-2331	345	18	rudra	rudra	PROPN
ajis02-2331	345	19	2020	2020	NUM
ajis02-2331	345	20	,	,	PUNCT
ajis02-2331	345	21	vol	vol	NOUN
ajis02-2331	345	22	24	24	NUM
ajis02-2331	345	23	,	,	PUNCT
ajis02-2331	345	24	research	research	NOUN
ajis02-2331	345	25	article	article	NOUN
ajis02-2331	345	26	integrated	integrate	VERB
ajis02-2331	345	27	search	search	NOUN
ajis02-2331	345	28	framework	framework	NOUN
ajis02-2331	345	29	for	for	ADP
ajis02-2331	345	30	the	the	DET
ajis02-2331	345	31	knowledge	knowledge	NOUN
ajis02-2331	345	32	-	-	PUNCT
ajis02-2331	345	33	based	base	VERB
ajis02-2331	345	34	web	web	NOUN
ajis02-2331	345	35	ecosystem	ecosystem	NOUN
ajis02-2331	345	36	18	18	NUM
ajis02-2331	345	37	query	query	NOUN
ajis02-2331	345	38	information	information	NOUN
ajis02-2331	345	39	needs	need	VERB
ajis02-2331	345	40	sports	sport	NOUN
ajis02-2331	345	41	sport	sport	PROPN
ajis02-2331	345	42	news	news	NOUN
ajis02-2331	345	43	soccer	soccer	NOUN
ajis02-2331	345	44	league	league	NOUN
ajis02-2331	345	45	names	name	NOUN
ajis02-2331	345	46	of	of	ADP
ajis02-2331	345	47	soccer	soccer	NOUN
ajis02-2331	345	48	league	league	NOUN
ajis02-2331	345	49	teams	team	NOUN
ajis02-2331	345	50	viruses	viruse	VERB
ajis02-2331	345	51	description	description	NOUN
ajis02-2331	345	52	of	of	ADP
ajis02-2331	345	53	viruses	virus	NOUN
ajis02-2331	345	54	coronavirus	coronavirus	NOUN
ajis02-2331	345	55	coronavirus	coronavirus	NOUN
ajis02-2331	345	56	status	status	NOUN
ajis02-2331	345	57	environment	environment	VERB
ajis02-2331	345	58	the	the	DET
ajis02-2331	345	59	environment	environment	NOUN
ajis02-2331	345	60	species	specie	NOUN
ajis02-2331	345	61	surviving	survive	VERB
ajis02-2331	345	62	table	table	NOUN
ajis02-2331	345	63	6	6	NUM
ajis02-2331	345	64	.	.	NOUN
ajis02-2331	345	65	five	five	NUM
ajis02-2331	345	66	more	more	ADJ
ajis02-2331	345	67	search	search	NOUN
ajis02-2331	345	68	terms	term	NOUN
ajis02-2331	345	69	and	and	CCONJ
ajis02-2331	345	70	information	information	NOUN
ajis02-2331	345	71	needs	need	VERB
ajis02-2331	345	72	query	query	NOUN
ajis02-2331	345	73	google	google	PROPN
ajis02-2331	345	74	yahoo	yahoo	PROPN
ajis02-2331	345	75	bing	bing	NOUN
ajis02-2331	345	76	aol.com	aol.com	PRON
ajis02-2331	345	77	baidu	baidu	PROPN
ajis02-2331	345	78	p@5	p@5	PROPN
ajis02-2331	345	79	p@10	p@10	PUNCT
ajis02-2331	345	80	p@5	p@5	PROPN
ajis02-2331	345	81	p@10	p@10	PUNCT
ajis02-2331	345	82	p@5	p@5	PROPN
ajis02-2331	345	83	p@10	p@10	PUNCT
ajis02-2331	345	84	p@5	p@5	PROPN
ajis02-2331	345	85	p@10	p@10	PUNCT
ajis02-2331	345	86	p@5	p@5	PROPN
ajis02-2331	345	87	p@10	p@10	PUNCT
ajis02-2331	345	88	sports	sport	NOUN
ajis02-2331	345	89	80	80	NUM
ajis02-2331	345	90	60	60	NUM
ajis02-2331	345	91	100	100	NUM
ajis02-2331	345	92	90	90	NUM
ajis02-2331	345	93	80	80	NUM
ajis02-2331	345	94	70	70	NUM
ajis02-2331	345	95	100	100	NUM
ajis02-2331	345	96	100	100	NUM
ajis02-2331	345	97	80	80	NUM
ajis02-2331	345	98	90	90	NUM
ajis02-2331	345	99	soccer	soccer	NOUN
ajis02-2331	345	100	league	league	NOUN
ajis02-2331	345	101	80	80	NUM
ajis02-2331	345	102	100	100	NUM
ajis02-2331	345	103	80	80	NUM
ajis02-2331	345	104	70	70	NUM
ajis02-2331	345	105	80	80	NUM
ajis02-2331	345	106	60	60	NUM
ajis02-2331	345	107	60	60	NUM
ajis02-2331	345	108	70	70	NUM
ajis02-2331	345	109	80	80	NUM
ajis02-2331	345	110	90	90	NUM
ajis02-2331	345	111	viruses	virus	NOUN
ajis02-2331	345	112	100	100	NUM
ajis02-2331	345	113	100	100	NUM
ajis02-2331	345	114	80	80	NUM
ajis02-2331	345	115	70	70	NUM
ajis02-2331	345	116	80	80	NUM
ajis02-2331	345	117	70	70	NUM
ajis02-2331	345	118	20	20	NUM
ajis02-2331	345	119	60	60	NUM
ajis02-2331	345	120	60	60	NUM
ajis02-2331	345	121	70	70	NUM
ajis02-2331	345	122	coronavirus	coronavirus	NOUN
ajis02-2331	345	123	80	80	NUM
ajis02-2331	345	124	90	90	NUM
ajis02-2331	345	125	100	100	NUM
ajis02-2331	345	126	80	80	NUM
ajis02-2331	345	127	60	60	NUM
ajis02-2331	345	128	50	50	NUM
ajis02-2331	345	129	40	40	NUM
ajis02-2331	345	130	60	60	NUM
ajis02-2331	345	131	60	60	NUM
ajis02-2331	345	132	70	70	NUM
ajis02-2331	345	133	environment	environment	NOUN
ajis02-2331	345	134	80	80	NUM
ajis02-2331	345	135	70	70	NUM
ajis02-2331	345	136	60	60	NUM
ajis02-2331	345	137	50	50	NUM
ajis02-2331	345	138	50	50	NUM
ajis02-2331	345	139	40	40	NUM
ajis02-2331	345	140	40	40	NUM
ajis02-2331	345	141	60	60	NUM
ajis02-2331	345	142	60	60	NUM
ajis02-2331	345	143	70	70	NUM
ajis02-2331	345	144	average	average	ADJ
ajis02-2331	345	145	84	84	NUM
ajis02-2331	345	146	84	84	NUM
ajis02-2331	345	147	84	84	NUM
ajis02-2331	345	148	72	72	NUM
ajis02-2331	345	149	70	70	NUM
ajis02-2331	345	150	58	58	NUM
ajis02-2331	345	151	52	52	NUM
ajis02-2331	345	152	70	70	NUM
ajis02-2331	345	153	68	68	NUM
ajis02-2331	345	154	78	78	NUM
ajis02-2331	345	155	84	84	NUM
ajis02-2331	345	156	78	78	NUM
ajis02-2331	345	157	64	64	NUM
ajis02-2331	345	158	61	61	NUM
ajis02-2331	345	159	73	73	NUM
ajis02-2331	345	160	table	table	NOUN
ajis02-2331	345	161	7	7	NUM
ajis02-2331	345	162	.	.	X
ajis02-2331	345	163	p@5	p@5	PROPN
ajis02-2331	345	164	and	and	CCONJ
ajis02-2331	345	165	p@10	p@10	NUM
ajis02-2331	345	166	instances	instance	NOUN
ajis02-2331	345	167	of	of	ADP
ajis02-2331	345	168	google	google	NOUN
ajis02-2331	345	169	,	,	PUNCT
ajis02-2331	345	170	ms	ms	PROPN
ajis02-2331	345	171	live	live	ADJ
ajis02-2331	345	172	search	search	NOUN
ajis02-2331	345	173	,	,	PUNCT
ajis02-2331	345	174	bing	bing	NOUN
ajis02-2331	345	175	,	,	PUNCT
ajis02-2331	345	176	yahoo	yahoo	PROPN
ajis02-2331	345	177	,	,	PUNCT
ajis02-2331	345	178	aol.com	aol.com	X
ajis02-2331	345	179	and	and	CCONJ
ajis02-2331	345	180	baidu	baidu	VERB
ajis02-2331	345	181	a	a	DET
ajis02-2331	345	182	summary	summary	NOUN
ajis02-2331	345	183	overview	overview	NOUN
ajis02-2331	345	184	of	of	ADP
ajis02-2331	345	185	the	the	DET
ajis02-2331	345	186	experimental	experimental	ADJ
ajis02-2331	345	187	data	datum	NOUN
ajis02-2331	345	188	:	:	PUNCT
ajis02-2331	345	189	•	•	ADP
ajis02-2331	345	190	as	as	SCONJ
ajis02-2331	345	191	shown	show	VERB
ajis02-2331	345	192	in	in	ADP
ajis02-2331	345	193	figure	figure	NOUN
ajis02-2331	345	194	7a	7a	NUM
ajis02-2331	345	195	,	,	PUNCT
ajis02-2331	345	196	the	the	DET
ajis02-2331	345	197	overall	overall	ADJ
ajis02-2331	345	198	average	average	ADJ
ajis02-2331	345	199	precision	precision	NOUN
ajis02-2331	345	200	of	of	ADP
ajis02-2331	345	201	the	the	DET
ajis02-2331	345	202	50	50	NUM
ajis02-2331	345	203	search	search	NOUN
ajis02-2331	345	204	results	result	NOUN
ajis02-2331	345	205	of	of	ADP
ajis02-2331	345	206	yahoo	yahoo	PROPN
ajis02-2331	345	207	!	!	PROPN
ajis02-2331	345	208	is	be	AUX
ajis02-2331	345	209	458.8	458.8	NUM
ajis02-2331	345	210	/	/	SYM
ajis02-2331	345	211	11	11	NUM
ajis02-2331	345	212	=	=	SYM
ajis02-2331	345	213	41.7	41.7	NUM
ajis02-2331	345	214	%	%	NOUN
ajis02-2331	345	215	.	.	PUNCT
ajis02-2331	346	1	•	•	NUM
ajis02-2331	346	2	the	the	DET
ajis02-2331	346	3	overall	overall	ADJ
ajis02-2331	346	4	average	average	ADJ
ajis02-2331	346	5	precision	precision	NOUN
ajis02-2331	346	6	of	of	ADP
ajis02-2331	346	7	the	the	DET
ajis02-2331	346	8	categorized	categorize	VERB
ajis02-2331	346	9	results	result	NOUN
ajis02-2331	346	10	is	be	AUX
ajis02-2331	346	11	716.7	716.7	NUM
ajis02-2331	346	12	/	/	SYM
ajis02-2331	346	13	11	11	NUM
ajis02-2331	346	14	=	=	SYM
ajis02-2331	346	15	65.2	65.2	NUM
ajis02-2331	346	16	%	%	NOUN
ajis02-2331	346	17	•	•	ADP
ajis02-2331	346	18	the	the	DET
ajis02-2331	346	19	average	average	ADJ
ajis02-2331	346	20	improvement	improvement	NOUN
ajis02-2331	346	21	on	on	ADP
ajis02-2331	346	22	the	the	DET
ajis02-2331	346	23	precision	precision	NOUN
ajis02-2331	346	24	of	of	ADP
ajis02-2331	346	25	the	the	DET
ajis02-2331	346	26	categorised	categorise	VERB
ajis02-2331	346	27	results	result	NOUN
ajis02-2331	346	28	is	be	AUX
ajis02-2331	346	29	65.2	65.2	NUM
ajis02-2331	346	30	%	%	NOUN
ajis02-2331	346	31	–	–	PUNCT
ajis02-2331	346	32	41.7	41.7	NUM
ajis02-2331	346	33	%	%	NOUN
ajis02-2331	346	34	=	=	NOUN
ajis02-2331	347	1	23.5	23.5	NUM
ajis02-2331	347	2	(	(	PUNCT
ajis02-2331	347	3	%	%	NOUN
ajis02-2331	347	4	)	)	PUNCT
ajis02-2331	347	5	•	•	NUM
ajis02-2331	347	6	table	table	NOUN
ajis02-2331	347	7	2	2	NUM
ajis02-2331	347	8	demonstrates	demonstrate	VERB
ajis02-2331	347	9	that	that	SCONJ
ajis02-2331	347	10	isf	isf	PROPN
ajis02-2331	347	11	improves	improve	VERB
ajis02-2331	347	12	p@5	p@5	PROPN
ajis02-2331	347	13	and	and	CCONJ
ajis02-2331	347	14	p@10	p@10	NUM
ajis02-2331	347	15	by	by	ADP
ajis02-2331	347	16	38.3	38.3	NUM
ajis02-2331	347	17	%	%	NOUN
ajis02-2331	347	18	and	and	CCONJ
ajis02-2331	347	19	28.0	28.0	NUM
ajis02-2331	347	20	%	%	NOUN
ajis02-2331	347	21	,	,	PUNCT
ajis02-2331	347	22	respectively	respectively	ADV
ajis02-2331	347	23	,	,	PUNCT
ajis02-2331	347	24	with	with	ADP
ajis02-2331	347	25	an	an	DET
ajis02-2331	347	26	average	average	ADJ
ajis02-2331	347	27	improvement	improvement	NOUN
ajis02-2331	347	28	of	of	ADP
ajis02-2331	347	29	33.2	33.2	NUM
ajis02-2331	347	30	%	%	NOUN
ajis02-2331	347	31	.	.	PUNCT
ajis02-2331	348	1	•	•	INTJ
ajis02-2331	348	2	to	to	PART
ajis02-2331	348	3	lessen	lessen	VERB
ajis02-2331	348	4	the	the	DET
ajis02-2331	348	5	issue	issue	NOUN
ajis02-2331	348	6	of	of	ADP
ajis02-2331	348	7	subjectivity	subjectivity	NOUN
ajis02-2331	348	8	(	(	PUNCT
ajis02-2331	348	9	mizzaro	mizzaro	NOUN
ajis02-2331	348	10	1997	1997	NUM
ajis02-2331	348	11	)	)	PUNCT
ajis02-2331	348	12	,	,	PUNCT
ajis02-2331	348	13	the	the	DET
ajis02-2331	348	14	relevant	relevant	ADJ
ajis02-2331	348	15	judgement	judgement	NOUN
ajis02-2331	348	16	is	be	AUX
ajis02-2331	348	17	further	far	ADV
ajis02-2331	348	18	analysed	analyse	VERB
ajis02-2331	348	19	by	by	ADP
ajis02-2331	348	20	three	three	NUM
ajis02-2331	348	21	judges	judge	NOUN
ajis02-2331	348	22	.	.	PUNCT
ajis02-2331	349	1	figure	figure	VERB
ajis02-2331	349	2	8	8	NUM
ajis02-2331	349	3	and	and	CCONJ
ajis02-2331	349	4	table	table	NOUN
ajis02-2331	349	5	5	5	NUM
ajis02-2331	349	6	demonstrate	demonstrate	VERB
ajis02-2331	349	7	the	the	DET
ajis02-2331	349	8	recently	recently	ADV
ajis02-2331	349	9	conducted	conduct	VERB
ajis02-2331	349	10	search	search	NOUN
ajis02-2331	349	11	results	result	NOUN
ajis02-2331	349	12	from	from	ADP
ajis02-2331	349	13	multiple	multiple	ADJ
ajis02-2331	349	14	search	search	NOUN
ajis02-2331	349	15	engines	engine	NOUN
ajis02-2331	349	16	.	.	PUNCT
ajis02-2331	350	1	•	•	NUM
ajis02-2331	350	2	table	table	NOUN
ajis02-2331	350	3	5	5	NUM
ajis02-2331	350	4	illustrates	illustrate	VERB
ajis02-2331	350	5	bing	bing	NOUN
ajis02-2331	350	6	and	and	CCONJ
ajis02-2331	350	7	baidu	baidu	NOUN
ajis02-2331	350	8	search	search	NOUN
ajis02-2331	350	9	engines	engine	NOUN
ajis02-2331	350	10	perform	perform	VERB
ajis02-2331	350	11	better	well	ADJ
ajis02-2331	350	12	retrieval	retrieval	NOUN
ajis02-2331	350	13	than	than	ADP
ajis02-2331	350	14	yahoo	yahoo	PROPN
ajis02-2331	350	15	!	!	PROPN
ajis02-2331	350	16	and	and	CCONJ
ajis02-2331	350	17	google	google	PROPN
ajis02-2331	350	18	,	,	PUNCT
ajis02-2331	350	19	all	all	DET
ajis02-2331	350	20	outperform	outperform	ADJ
ajis02-2331	350	21	aol	aol	NOUN
ajis02-2331	350	22	,	,	PUNCT
ajis02-2331	350	23	for	for	ADP
ajis02-2331	350	24	added	add	VERB
ajis02-2331	350	25	queries	query	NOUN
ajis02-2331	350	26	described	describe	VERB
ajis02-2331	350	27	in	in	ADP
ajis02-2331	350	28	table	table	NOUN
ajis02-2331	350	29	4	4	NUM
ajis02-2331	350	30	.	.	NOUN
ajis02-2331	351	1	•	•	NUM
ajis02-2331	351	2	table	table	NOUN
ajis02-2331	351	3	7	7	NUM
ajis02-2331	351	4	shows	show	VERB
ajis02-2331	351	5	google	google	PROPN
ajis02-2331	351	6	exhibits	exhibit	VERB
ajis02-2331	351	7	better	well	ADJ
ajis02-2331	351	8	results	result	NOUN
ajis02-2331	351	9	compared	compare	VERB
ajis02-2331	351	10	with	with	ADP
ajis02-2331	351	11	other	other	ADJ
ajis02-2331	351	12	search	search	NOUN
ajis02-2331	351	13	engines	engine	NOUN
ajis02-2331	351	14	.	.	PUNCT
ajis02-2331	352	1	7	7	NUM
ajis02-2331	352	2	discussions	discussion	NOUN
ajis02-2331	352	3	search	search	NOUN
ajis02-2331	352	4	results	result	NOUN
ajis02-2331	352	5	of	of	ADP
ajis02-2331	352	6	isf	isf	PROPN
ajis02-2331	352	7	,	,	PUNCT
ajis02-2331	352	8	google	google	PROPN
ajis02-2331	352	9	,	,	PUNCT
ajis02-2331	352	10	bing	bing	NOUN
ajis02-2331	352	11	,	,	PUNCT
ajis02-2331	352	12	ms	ms	NOUN
ajis02-2331	352	13	live	live	PROPN
ajis02-2331	352	14	and	and	CCONJ
ajis02-2331	352	15	lycos	lycos	PROPN
ajis02-2331	352	16	for	for	ADP
ajis02-2331	352	17	queries	query	NOUN
ajis02-2331	352	18	in	in	ADP
ajis02-2331	352	19	table	table	NOUN
ajis02-2331	352	20	1	1	NUM
ajis02-2331	352	21	:	:	PUNCT
ajis02-2331	352	22	figure	figure	NOUN
ajis02-2331	352	23	7b	7b	NOUN
ajis02-2331	352	24	and	and	CCONJ
ajis02-2331	352	25	table	table	NOUN
ajis02-2331	352	26	3	3	NUM
ajis02-2331	352	27	reveal	reveal	VERB
ajis02-2331	352	28	that	that	SCONJ
ajis02-2331	352	29	1	1	X
ajis02-2331	352	30	)	)	PUNCT
ajis02-2331	352	31	the	the	DET
ajis02-2331	352	32	isf	isf	PROPN
ajis02-2331	352	33	outperforms	outperform	VERB
ajis02-2331	352	34	other	other	ADJ
ajis02-2331	352	35	search	search	NOUN
ajis02-2331	352	36	engines	engine	NOUN
ajis02-2331	352	37	regarding	regard	VERB
ajis02-2331	352	38	averaged	average	VERB
ajis02-2331	352	39	precision	precision	NOUN
ajis02-2331	352	40	based	base	VERB
ajis02-2331	352	41	on	on	ADP
ajis02-2331	352	42	standard	standard	ADJ
ajis02-2331	352	43	11	11	NUM
ajis02-2331	352	44	recall	recall	NOUN
ajis02-2331	352	45	-	-	PUNCT
ajis02-2331	352	46	precision	precision	NOUN
ajis02-2331	352	47	curves	curve	NOUN
ajis02-2331	352	48	and	and	CCONJ
ajis02-2331	352	49	p@5	p@5	PROPN
ajis02-2331	352	50	and	and	CCONJ
ajis02-2331	352	51	p@10	p@10	VERB
ajis02-2331	352	52	in	in	ADP
ajis02-2331	352	53	the	the	DET
ajis02-2331	352	54	experiment	experiment	NOUN
ajis02-2331	352	55	.	.	PUNCT
ajis02-2331	353	1	2	2	X
ajis02-2331	353	2	)	)	PUNCT
ajis02-2331	353	3	the	the	DET
ajis02-2331	353	4	performance	performance	NOUN
ajis02-2331	353	5	of	of	ADP
ajis02-2331	353	6	google	google	PROPN
ajis02-2331	353	7	and	and	CCONJ
ajis02-2331	353	8	lycos	lycos	PROPN
ajis02-2331	353	9	is	be	AUX
ajis02-2331	353	10	nearly	nearly	ADV
ajis02-2331	353	11	the	the	DET
ajis02-2331	353	12	same	same	ADJ
ajis02-2331	353	13	;	;	PUNCT
ajis02-2331	353	14	ms	ms	PROPN
ajis02-2331	353	15	live	live	ADJ
ajis02-2331	353	16	search	search	NOUN
ajis02-2331	353	17	and	and	CCONJ
ajis02-2331	353	18	ms	ms	NOUN
ajis02-2331	353	19	bing	bing	NOUN
ajis02-2331	353	20	perform	perform	VERB
ajis02-2331	353	21	relatively	relatively	ADV
ajis02-2331	353	22	weak	weak	ADJ
ajis02-2331	353	23	,	,	PUNCT
ajis02-2331	353	24	as	as	SCONJ
ajis02-2331	353	25	both	both	CCONJ
ajis02-2331	353	26	the	the	DET
ajis02-2331	353	27	recall	recall	NOUN
ajis02-2331	353	28	-	-	PUNCT
ajis02-2331	353	29	precision	precision	NOUN
ajis02-2331	353	30	curve	curve	NOUN
ajis02-2331	353	31	and	and	CCONJ
ajis02-2331	353	32	p@5	p@5	PROPN
ajis02-2331	353	33	and	and	CCONJ
ajis02-2331	353	34	p@10	p@10	NOUN
ajis02-2331	353	35	demonstrated	demonstrate	VERB
ajis02-2331	353	36	.	.	PUNCT
ajis02-2331	354	1	3	3	X
ajis02-2331	354	2	)	)	PUNCT
ajis02-2331	354	3	,	,	PUNCT
ajis02-2331	354	4	lycos	lycos	PROPN
ajis02-2331	354	5	performs	perform	VERB
ajis02-2331	354	6	better	well	ADV
ajis02-2331	354	7	by	by	ADP
ajis02-2331	354	8	the	the	DET
ajis02-2331	354	9	measure	measure	NOUN
ajis02-2331	354	10	of	of	ADP
ajis02-2331	354	11	the	the	DET
ajis02-2331	354	12	recall	recall	NOUN
ajis02-2331	354	13	-	-	PUNCT
ajis02-2331	354	14	precision	precision	NOUN
ajis02-2331	354	15	curve	curve	NOUN
ajis02-2331	354	16	,	,	PUNCT
ajis02-2331	354	17	but	but	CCONJ
ajis02-2331	354	18	only	only	ADV
ajis02-2331	354	19	better	well	ADJ
ajis02-2331	354	20	than	than	ADP
ajis02-2331	354	21	ms	ms	PROPN
ajis02-2331	354	22	live	live	ADJ
ajis02-2331	354	23	search	search	NOUN
ajis02-2331	354	24	and	and	CCONJ
ajis02-2331	354	25	bing	bing	NOUN
ajis02-2331	354	26	when	when	SCONJ
ajis02-2331	354	27	evaluated	evaluate	VERB
ajis02-2331	354	28	by	by	ADP
ajis02-2331	354	29	p@5	p@5	PROPN
ajis02-2331	354	30	and	and	CCONJ
ajis02-2331	354	31	p@10	p@10	NUM
ajis02-2331	354	32	criteria	criterion	NOUN
ajis02-2331	354	33	.	.	PUNCT
ajis02-2331	355	1	australasian	australasian	ADJ
ajis02-2331	355	2	journal	journal	NOUN
ajis02-2331	355	3	of	of	ADP
ajis02-2331	355	4	information	information	NOUN
ajis02-2331	355	5	systems	systems	PROPN
ajis02-2331	355	6	zhu	zhu	PROPN
ajis02-2331	355	7	,	,	PUNCT
ajis02-2331	355	8	nimmagadda	nimmagadda	NOUN
ajis02-2331	355	9	,	,	PUNCT
ajis02-2331	355	10	reiners	reiner	NOUN
ajis02-2331	355	11	&	&	CCONJ
ajis02-2331	355	12	rudra	rudra	PROPN
ajis02-2331	355	13	2020	2020	NUM
ajis02-2331	355	14	,	,	PUNCT
ajis02-2331	355	15	vol	vol	NOUN
ajis02-2331	355	16	24	24	NUM
ajis02-2331	355	17	,	,	PUNCT
ajis02-2331	355	18	research	research	NOUN
ajis02-2331	355	19	article	article	NOUN
ajis02-2331	355	20	integrated	integrate	VERB
ajis02-2331	355	21	search	search	NOUN
ajis02-2331	355	22	framework	framework	NOUN
ajis02-2331	355	23	for	for	ADP
ajis02-2331	355	24	the	the	DET
ajis02-2331	355	25	knowledge	knowledge	NOUN
ajis02-2331	355	26	-	-	PUNCT
ajis02-2331	355	27	based	base	VERB
ajis02-2331	355	28	web	web	NOUN
ajis02-2331	355	29	ecosystem	ecosystem	NOUN
ajis02-2331	355	30	19	19	NUM
ajis02-2331	355	31	search	search	NOUN
ajis02-2331	355	32	results	result	NOUN
ajis02-2331	355	33	of	of	ADP
ajis02-2331	355	34	isf	isf	PROPN
ajis02-2331	355	35	,	,	PUNCT
ajis02-2331	355	36	google	google	PROPN
ajis02-2331	355	37	,	,	PUNCT
ajis02-2331	355	38	bing	bing	NOUN
ajis02-2331	355	39	,	,	PUNCT
ajis02-2331	355	40	yahoo	yahoo	PROPN
ajis02-2331	355	41	,	,	PUNCT
ajis02-2331	355	42	aol	aol	NOUN
ajis02-2331	355	43	and	and	CCONJ
ajis02-2331	355	44	baidu	baidu	NOUN
ajis02-2331	355	45	based	base	VERB
ajis02-2331	355	46	on	on	ADP
ajis02-2331	355	47	all	all	DET
ajis02-2331	355	48	15	15	NUM
ajis02-2331	355	49	queries	query	NOUN
ajis02-2331	355	50	:	:	PUNCT
ajis02-2331	355	51	to	to	PART
ajis02-2331	355	52	verify	verify	VERB
ajis02-2331	355	53	the	the	DET
ajis02-2331	355	54	effectiveness	effectiveness	NOUN
ajis02-2331	355	55	of	of	ADP
ajis02-2331	355	56	isf	isf	PROPN
ajis02-2331	355	57	,	,	PUNCT
ajis02-2331	355	58	recall	recall	NOUN
ajis02-2331	355	59	-	-	PUNCT
ajis02-2331	355	60	precision	precision	NOUN
ajis02-2331	355	61	curve	curve	NOUN
ajis02-2331	355	62	is	be	AUX
ajis02-2331	355	63	drawn	draw	VERB
ajis02-2331	355	64	based	base	VERB
ajis02-2331	355	65	on	on	ADP
ajis02-2331	355	66	the	the	DET
ajis02-2331	355	67	search	search	NOUN
ajis02-2331	355	68	results	result	NOUN
ajis02-2331	355	69	of	of	ADP
ajis02-2331	355	70	all	all	DET
ajis02-2331	355	71	fifteen	fifteen	NUM
ajis02-2331	355	72	-	-	PUNCT
ajis02-2331	355	73	search	search	NOUN
ajis02-2331	355	74	terms	term	NOUN
ajis02-2331	355	75	given	give	VERB
ajis02-2331	355	76	in	in	ADP
ajis02-2331	355	77	tables	table	NOUN
ajis02-2331	355	78	1	1	NUM
ajis02-2331	355	79	,	,	PUNCT
ajis02-2331	355	80	4	4	NUM
ajis02-2331	355	81	and	and	CCONJ
ajis02-2331	355	82	6	6	NUM
ajis02-2331	355	83	and	and	CCONJ
ajis02-2331	355	84	,	,	PUNCT
ajis02-2331	355	85	as	as	SCONJ
ajis02-2331	355	86	shown	show	VERB
ajis02-2331	355	87	in	in	ADP
ajis02-2331	355	88	figure	figure	NOUN
ajis02-2331	355	89	8	8	NUM
ajis02-2331	355	90	.	.	PUNCT
ajis02-2331	355	91	figure	figure	NOUN
ajis02-2331	355	92	8	8	NUM
ajis02-2331	355	93	:	:	PUNCT
ajis02-2331	355	94	comparative	comparative	ADJ
ajis02-2331	355	95	performances	performance	NOUN
ajis02-2331	355	96	between	between	ADP
ajis02-2331	355	97	various	various	ADJ
ajis02-2331	355	98	search	search	NOUN
ajis02-2331	355	99	engines	engine	NOUN
ajis02-2331	355	100	figure	figure	VERB
ajis02-2331	355	101	8	8	NUM
ajis02-2331	355	102	compares	compare	VERB
ajis02-2331	355	103	search	search	NOUN
ajis02-2331	355	104	engines	engine	NOUN
ajis02-2331	355	105	by	by	ADP
ajis02-2331	355	106	recall	recall	NOUN
ajis02-2331	355	107	-	-	PUNCT
ajis02-2331	355	108	precision	precision	NOUN
ajis02-2331	355	109	curves	curve	NOUN
ajis02-2331	355	110	.	.	PUNCT
ajis02-2331	356	1	queries	query	NOUN
ajis02-2331	356	2	and	and	CCONJ
ajis02-2331	356	3	their	their	PRON
ajis02-2331	356	4	precision	precision	NOUN
ajis02-2331	356	5	instances	instance	NOUN
ajis02-2331	356	6	are	be	AUX
ajis02-2331	356	7	given	give	VERB
ajis02-2331	356	8	in	in	ADP
ajis02-2331	356	9	table	table	NOUN
ajis02-2331	356	10	3	3	NUM
ajis02-2331	356	11	and	and	CCONJ
ajis02-2331	356	12	table	table	NOUN
ajis02-2331	356	13	5	5	NUM
ajis02-2331	356	14	are	be	AUX
ajis02-2331	356	15	combined	combine	VERB
ajis02-2331	356	16	in	in	ADP
ajis02-2331	356	17	the	the	DET
ajis02-2331	356	18	schematic	schematic	ADJ
ajis02-2331	356	19	view	view	NOUN
ajis02-2331	356	20	representation	representation	NOUN
ajis02-2331	356	21	in	in	ADP
ajis02-2331	356	22	figure	figure	NOUN
ajis02-2331	356	23	8	8	NUM
ajis02-2331	356	24	to	to	PART
ajis02-2331	356	25	assess	assess	VERB
ajis02-2331	356	26	the	the	DET
ajis02-2331	356	27	search	search	NOUN
ajis02-2331	356	28	engine	engine	NOUN
ajis02-2331	356	29	performances	performance	NOUN
ajis02-2331	356	30	.	.	PUNCT
ajis02-2331	357	1	the	the	DET
ajis02-2331	357	2	isf	isf	PROPN
ajis02-2331	357	3	emerges	emerge	VERB
ajis02-2331	357	4	as	as	ADP
ajis02-2331	357	5	a	a	DET
ajis02-2331	357	6	performing	perform	VERB
ajis02-2331	357	7	tool	tool	NOUN
ajis02-2331	357	8	,	,	PUNCT
ajis02-2331	357	9	with	with	ADP
ajis02-2331	357	10	a	a	DET
ajis02-2331	357	11	better	well	ADJ
ajis02-2331	357	12	search	search	NOUN
ajis02-2331	357	13	than	than	ADP
ajis02-2331	357	14	any	any	DET
ajis02-2331	357	15	other	other	ADJ
ajis02-2331	357	16	investigating	investigate	VERB
ajis02-2331	357	17	engines	engine	NOUN
ajis02-2331	357	18	considered	consider	VERB
ajis02-2331	357	19	in	in	ADP
ajis02-2331	357	20	the	the	DET
ajis02-2331	357	21	study	study	NOUN
ajis02-2331	357	22	.	.	PUNCT
ajis02-2331	358	1	the	the	DET
ajis02-2331	358	2	recallprecision	recallprecision	NOUN
ajis02-2331	358	3	curves	curve	NOUN
ajis02-2331	358	4	for	for	ADP
ajis02-2331	358	5	all	all	DET
ajis02-2331	358	6	search	search	NOUN
ajis02-2331	358	7	engines	engine	NOUN
ajis02-2331	358	8	show	show	VERB
ajis02-2331	358	9	steady	steady	ADJ
ajis02-2331	358	10	trends	trend	NOUN
ajis02-2331	358	11	and	and	CCONJ
ajis02-2331	358	12	patterns	pattern	NOUN
ajis02-2331	358	13	,	,	PUNCT
ajis02-2331	358	14	compared	compare	VERB
ajis02-2331	358	15	with	with	ADP
ajis02-2331	358	16	isf	isf	PROPN
ajis02-2331	358	17	.	.	PUNCT
ajis02-2331	359	1	the	the	DET
ajis02-2331	359	2	isf	isf	PROPN
ajis02-2331	359	3	exhibits	exhibit	VERB
ajis02-2331	359	4	high	high	ADJ
ajis02-2331	359	5	precision	precision	NOUN
ajis02-2331	359	6	at	at	ADP
ajis02-2331	359	7	lower	low	ADJ
ajis02-2331	359	8	recall	recall	NOUN
ajis02-2331	359	9	values	value	NOUN
ajis02-2331	359	10	,	,	PUNCT
ajis02-2331	359	11	but	but	CCONJ
ajis02-2331	359	12	its	its	PRON
ajis02-2331	359	13	precision	precision	NOUN
ajis02-2331	359	14	decreases	decrease	VERB
ajis02-2331	359	15	at	at	ADP
ajis02-2331	359	16	higher	high	ADJ
ajis02-2331	359	17	recall	recall	NOUN
ajis02-2331	359	18	values	value	NOUN
ajis02-2331	359	19	.	.	PUNCT
ajis02-2331	360	1	the	the	DET
ajis02-2331	360	2	curves	curve	NOUN
ajis02-2331	360	3	of	of	ADP
ajis02-2331	360	4	other	other	ADJ
ajis02-2331	360	5	search	search	NOUN
ajis02-2331	360	6	engines	engine	NOUN
ajis02-2331	360	7	exhibit	exhibit	VERB
ajis02-2331	360	8	a	a	DET
ajis02-2331	360	9	concave	concave	NOUN
ajis02-2331	360	10	-	-	PUNCT
ajis02-2331	360	11	down	down	ADP
ajis02-2331	360	12	shape	shape	NOUN
ajis02-2331	360	13	,	,	PUNCT
ajis02-2331	360	14	implying	imply	VERB
ajis02-2331	360	15	that	that	SCONJ
ajis02-2331	360	16	the	the	DET
ajis02-2331	360	17	search	search	NOUN
ajis02-2331	360	18	precision	precision	NOUN
ajis02-2331	360	19	and	and	CCONJ
ajis02-2331	360	20	information	information	NOUN
ajis02-2331	360	21	qualities	quality	NOUN
ajis02-2331	360	22	respond	respond	VERB
ajis02-2331	360	23	to	to	ADP
ajis02-2331	360	24	early	early	ADJ
ajis02-2331	360	25	and	and	CCONJ
ajis02-2331	360	26	late	late	ADJ
ajis02-2331	360	27	recall	recall	NOUN
ajis02-2331	360	28	instances	instance	NOUN
ajis02-2331	360	29	.	.	PUNCT
ajis02-2331	361	1	the	the	DET
ajis02-2331	361	2	precision	precision	NOUN
ajis02-2331	361	3	is	be	AUX
ajis02-2331	361	4	steady	steady	ADJ
ajis02-2331	361	5	for	for	ADP
ajis02-2331	361	6	recall	recall	NOUN
ajis02-2331	361	7	range	range	NOUN
ajis02-2331	361	8	of	of	ADP
ajis02-2331	361	9	0.3	0.3	NUM
ajis02-2331	361	10	–	–	PUNCT
ajis02-2331	361	11	0.9	0.9	NUM
ajis02-2331	361	12	.	.	PUNCT
ajis02-2331	362	1	isf	isf	PROPN
ajis02-2331	362	2	appears	appear	VERB
ajis02-2331	362	3	more	more	ADV
ajis02-2331	362	4	sensitive	sensitive	ADJ
ajis02-2331	362	5	to	to	ADP
ajis02-2331	362	6	higher	high	ADJ
ajis02-2331	362	7	recall	recall	NOUN
ajis02-2331	362	8	values	value	NOUN
ajis02-2331	362	9	.	.	PUNCT
ajis02-2331	363	1	however	however	ADV
ajis02-2331	363	2	,	,	PUNCT
ajis02-2331	363	3	we	we	PRON
ajis02-2331	363	4	deal	deal	VERB
ajis02-2331	363	5	with	with	ADP
ajis02-2331	363	6	a	a	DET
ajis02-2331	363	7	trade	trade	NOUN
ajis02-2331	363	8	-	-	PUNCT
ajis02-2331	363	9	off	off	NOUN
ajis02-2331	363	10	between	between	ADP
ajis02-2331	363	11	the	the	DET
ajis02-2331	363	12	information	information	NOUN
ajis02-2331	363	13	needs	need	NOUN
ajis02-2331	363	14	and	and	CCONJ
ajis02-2331	363	15	queries	query	NOUN
ajis02-2331	363	16	,	,	PUNCT
ajis02-2331	363	17	because	because	SCONJ
ajis02-2331	363	18	of	of	ADP
ajis02-2331	363	19	the	the	DET
ajis02-2331	363	20	broader	broad	ADJ
ajis02-2331	363	21	scope	scope	NOUN
ajis02-2331	363	22	of	of	ADP
ajis02-2331	363	23	existing	exist	VERB
ajis02-2331	363	24	search	search	NOUN
ajis02-2331	363	25	engines	engine	NOUN
ajis02-2331	363	26	and	and	CCONJ
ajis02-2331	363	27	ambiguities	ambiguity	NOUN
ajis02-2331	363	28	arisen	arise	VERB
ajis02-2331	363	29	in	in	ADP
ajis02-2331	363	30	among	among	ADP
ajis02-2331	363	31	complex	complex	ADJ
ajis02-2331	363	32	queries	query	NOUN
ajis02-2331	363	33	,	,	PUNCT
ajis02-2331	363	34	information	information	NOUN
ajis02-2331	363	35	needs	need	NOUN
ajis02-2331	363	36	and	and	CCONJ
ajis02-2331	363	37	interrogative	interrogative	ADJ
ajis02-2331	363	38	relevant	relevant	ADJ
ajis02-2331	363	39	judgements	judgement	NOUN
ajis02-2331	363	40	.	.	PUNCT
ajis02-2331	364	1	the	the	DET
ajis02-2331	364	2	google	google	PROPN
ajis02-2331	364	3	,	,	PUNCT
ajis02-2331	364	4	bing	bing	NOUN
ajis02-2331	364	5	,	,	PUNCT
ajis02-2331	364	6	yahoo	yahoo	PROPN
ajis02-2331	364	7	,	,	PUNCT
ajis02-2331	364	8	aol.com	aol.com	X
ajis02-2331	364	9	and	and	CCONJ
ajis02-2331	364	10	baidu	baidu	NOUN
ajis02-2331	364	11	search	search	NOUN
ajis02-2331	364	12	engines	engine	NOUN
ajis02-2331	364	13	could	could	AUX
ajis02-2331	364	14	return	return	VERB
ajis02-2331	364	15	significant	significant	ADJ
ajis02-2331	364	16	results	result	NOUN
ajis02-2331	364	17	for	for	ADP
ajis02-2331	364	18	all	all	DET
ajis02-2331	364	19	p@5	p@5	PROPN
ajis02-2331	364	20	and	and	CCONJ
ajis02-2331	364	21	p@10	p@10	NUM
ajis02-2331	364	22	queries	query	NOUN
ajis02-2331	364	23	for	for	ADP
ajis02-2331	364	24	the	the	DET
ajis02-2331	364	25	five	five	NUM
ajis02-2331	364	26	new	new	ADJ
ajis02-2331	364	27	queries	query	NOUN
ajis02-2331	364	28	in	in	ADP
ajis02-2331	364	29	table	table	NOUN
ajis02-2331	364	30	4	4	NUM
ajis02-2331	364	31	,	,	PUNCT
ajis02-2331	364	32	but	but	CCONJ
ajis02-2331	364	33	relatively	relatively	ADV
ajis02-2331	364	34	weak	weak	ADJ
ajis02-2331	364	35	for	for	ADP
ajis02-2331	364	36	queries	query	NOUN
ajis02-2331	364	37	in	in	ADP
ajis02-2331	364	38	table	table	NOUN
ajis02-2331	364	39	1	1	NUM
ajis02-2331	364	40	,	,	PUNCT
ajis02-2331	364	41	except	except	SCONJ
ajis02-2331	364	42	“	"	PUNCT
ajis02-2331	364	43	health	health	NOUN
ajis02-2331	364	44	”	"	PUNCT
ajis02-2331	364	45	,	,	PUNCT
ajis02-2331	364	46	which	which	PRON
ajis02-2331	364	47	we	we	PRON
ajis02-2331	364	48	give	give	VERB
ajis02-2331	364	49	a	a	DET
ajis02-2331	364	50	more	more	ADV
ajis02-2331	364	51	general	general	ADJ
ajis02-2331	364	52	information	information	NOUN
ajis02-2331	364	53	need	need	NOUN
ajis02-2331	364	54	.	.	PUNCT
ajis02-2331	365	1	the	the	DET
ajis02-2331	365	2	information	information	NOUN
ajis02-2331	365	3	need	need	VERB
ajis02-2331	365	4	“	"	PUNCT
ajis02-2331	365	5	clinton	clinton	PROPN
ajis02-2331	365	6	”	"	PUNCT
ajis02-2331	365	7	has	have	AUX
ajis02-2331	365	8	delivered	deliver	VERB
ajis02-2331	365	9	weak	weak	ADJ
ajis02-2331	365	10	results	result	NOUN
ajis02-2331	365	11	for	for	ADP
ajis02-2331	365	12	all	all	DET
ajis02-2331	365	13	search	search	NOUN
ajis02-2331	365	14	engines	engine	NOUN
ajis02-2331	365	15	.	.	PUNCT
ajis02-2331	366	1	syllables	syllable	NOUN
ajis02-2331	366	2	“	"	PUNCT
ajis02-2331	366	3	ups	up	NOUN
ajis02-2331	366	4	and	and	CCONJ
ajis02-2331	366	5	jaguar	jaguar	PROPN
ajis02-2331	366	6	”	"	PUNCT
ajis02-2331	366	7	appear	appear	VERB
ajis02-2331	366	8	to	to	PART
ajis02-2331	366	9	be	be	AUX
ajis02-2331	366	10	ambiguous	ambiguous	ADJ
ajis02-2331	366	11	for	for	ADP
ajis02-2331	366	12	all	all	DET
ajis02-2331	366	13	search	search	NOUN
ajis02-2331	366	14	engines	engine	NOUN
ajis02-2331	366	15	that	that	PRON
ajis02-2331	366	16	returned	return	VERB
ajis02-2331	366	17	comparatively	comparatively	ADV
ajis02-2331	366	18	insignificant	insignificant	ADJ
ajis02-2331	366	19	results	result	NOUN
ajis02-2331	366	20	for	for	ADP
ajis02-2331	366	21	both	both	DET
ajis02-2331	366	22	queries	query	NOUN
ajis02-2331	366	23	.	.	PUNCT
ajis02-2331	367	1	as	as	SCONJ
ajis02-2331	367	2	shown	show	VERB
ajis02-2331	367	3	in	in	ADP
ajis02-2331	367	4	table	table	NOUN
ajis02-2331	367	5	3	3	NUM
ajis02-2331	367	6	,	,	PUNCT
ajis02-2331	367	7	although	although	SCONJ
ajis02-2331	367	8	ms	ms	PROPN
ajis02-2331	367	9	live	live	NOUN
ajis02-2331	367	10	could	could	AUX
ajis02-2331	367	11	return	return	VERB
ajis02-2331	367	12	relevant	relevant	ADJ
ajis02-2331	367	13	information	information	NOUN
ajis02-2331	367	14	for	for	ADP
ajis02-2331	367	15	“	"	PUNCT
ajis02-2331	367	16	health	health	NOUN
ajis02-2331	367	17	”	"	PUNCT
ajis02-2331	367	18	,	,	PUNCT
ajis02-2331	367	19	for	for	ADP
ajis02-2331	367	20	the	the	DET
ajis02-2331	367	21	rest	rest	NOUN
ajis02-2331	367	22	four	four	NUM
ajis02-2331	367	23	queries	query	NOUN
ajis02-2331	367	24	,	,	PUNCT
ajis02-2331	367	25	the	the	DET
ajis02-2331	367	26	formed	form	VERB
ajis02-2331	367	27	clusters	cluster	NOUN
ajis02-2331	367	28	are	be	AUX
ajis02-2331	367	29	in	in	ADP
ajis02-2331	367	30	general	general	ADJ
ajis02-2331	367	31	irrelevant	irrelevant	ADJ
ajis02-2331	367	32	to	to	ADP
ajis02-2331	367	33	the	the	DET
ajis02-2331	367	34	specified	specified	ADJ
ajis02-2331	367	35	information	information	NOUN
ajis02-2331	367	36	needs	need	NOUN
ajis02-2331	367	37	.	.	PUNCT
ajis02-2331	368	1	for	for	ADP
ajis02-2331	368	2	example	example	NOUN
ajis02-2331	368	3	,	,	PUNCT
ajis02-2331	368	4	when	when	SCONJ
ajis02-2331	368	5	search	search	NOUN
ajis02-2331	368	6	results	result	NOUN
ajis02-2331	368	7	of	of	ADP
ajis02-2331	368	8	“	"	PUNCT
ajis02-2331	368	9	jaguar	jaguar	PROPN
ajis02-2331	368	10	”	"	PUNCT
ajis02-2331	368	11	are	be	AUX
ajis02-2331	368	12	clustered	cluster	VERB
ajis02-2331	368	13	,	,	PUNCT
ajis02-2331	368	14	all	all	PRON
ajis02-2331	368	15	formed	form	VERB
ajis02-2331	368	16	clusters	cluster	NOUN
ajis02-2331	368	17	are	be	AUX
ajis02-2331	368	18	about	about	ADP
ajis02-2331	368	19	cars	car	NOUN
ajis02-2331	368	20	:	:	PUNCT
ajis02-2331	368	21	jaguar	jaguar	PROPN
ajis02-2331	368	22	cars	cars	PROPN
ajis02-2331	368	23	,	,	PUNCT
ajis02-2331	368	24	jaguar	jaguar	PROPN
ajis02-2331	368	25	xf	xf	PROPN
ajis02-2331	368	26	,	,	PUNCT
ajis02-2331	368	27	jaguar	jaguar	PROPN
ajis02-2331	368	28	uk	uk	PROPN
ajis02-2331	368	29	,	,	PUNCT
ajis02-2331	368	30	jaguar	jaguar	PROPN
ajis02-2331	368	31	dealers	dealers	PROPN
ajis02-2331	368	32	,	,	PUNCT
ajis02-2331	368	33	jaguar	jaguar	PROPN
ajis02-2331	368	34	accessories	accessories	PROPN
ajis02-2331	368	35	,	,	PUNCT
ajis02-2331	368	36	bmw	bmw	PROPN
ajis02-2331	368	37	,	,	PUNCT
ajis02-2331	368	38	mercedes	mercede	NOUN
ajis02-2331	368	39	,	,	PUNCT
ajis02-2331	368	40	and	and	CCONJ
ajis02-2331	368	41	jaguar	jaguar	PROPN
ajis02-2331	368	42	x	x	PUNCT
ajis02-2331	368	43	type	type	NOUN
ajis02-2331	368	44	.	.	PUNCT
ajis02-2331	369	1	ms	ms	PROPN
ajis02-2331	369	2	live	live	PROPN
ajis02-2331	369	3	performed	perform	VERB
ajis02-2331	369	4	even	even	ADV
ajis02-2331	369	5	worse	bad	ADJ
ajis02-2331	369	6	,	,	PUNCT
ajis02-2331	369	7	and	and	CCONJ
ajis02-2331	369	8	we	we	PRON
ajis02-2331	369	9	could	could	AUX
ajis02-2331	369	10	hardly	hardly	ADV
ajis02-2331	369	11	find	find	VERB
ajis02-2331	369	12	relevant	relevant	ADJ
ajis02-2331	369	13	information	information	NOUN
ajis02-2331	369	14	from	from	ADP
ajis02-2331	369	15	it	it	PRON
ajis02-2331	369	16	.	.	PUNCT
ajis02-2331	370	1	the	the	DET
ajis02-2331	370	2	google	google	PROPN
ajis02-2331	370	3	,	,	PUNCT
ajis02-2331	370	4	yahoo	yahoo	PROPN
ajis02-2331	370	5	,	,	PUNCT
ajis02-2331	370	6	ms	ms	NOUN
ajis02-2331	370	7	bing	bing	NOUN
ajis02-2331	370	8	,	,	PUNCT
ajis02-2331	370	9	aol.com	aol.com	PROPN
ajis02-2331	370	10	,	,	PUNCT
ajis02-2331	370	11	and	and	CCONJ
ajis02-2331	370	12	baidu	baidu	NOUN
ajis02-2331	370	13	search	search	NOUN
ajis02-2331	370	14	engines	engine	NOUN
ajis02-2331	370	15	respectively	respectively	ADV
ajis02-2331	370	16	provide	provide	VERB
ajis02-2331	370	17	49	49	NUM
ajis02-2331	370	18	%	%	NOUN
ajis02-2331	370	19	,	,	PUNCT
ajis02-2331	370	20	50	50	NUM
ajis02-2331	370	21	%	%	NOUN
ajis02-2331	370	22	,	,	PUNCT
ajis02-2331	370	23	62	62	NUM
ajis02-2331	370	24	%	%	NOUN
ajis02-2331	370	25	,	,	PUNCT
ajis02-2331	370	26	54	54	NUM
ajis02-2331	370	27	%	%	NOUN
ajis02-2331	370	28	and	and	CCONJ
ajis02-2331	370	29	59	59	NUM
ajis02-2331	370	30	%	%	NOUN
ajis02-2331	370	31	precision	precision	NOUN
ajis02-2331	370	32	levels	level	NOUN
ajis02-2331	370	33	based	base	VERB
ajis02-2331	370	34	on	on	ADP
ajis02-2331	370	35	11	11	NUM
ajis02-2331	370	36	recall	recall	NOUN
ajis02-2331	370	37	-	-	PUNCT
ajis02-2331	370	38	precision	precision	NOUN
ajis02-2331	370	39	curves	curve	NOUN
ajis02-2331	370	40	when	when	SCONJ
ajis02-2331	370	41	search	search	NOUN
ajis02-2331	370	42	results	result	NOUN
ajis02-2331	370	43	from	from	ADP
ajis02-2331	370	44	all	all	PRON
ajis02-2331	370	45	fifteen	fifteen	NUM
ajis02-2331	370	46	queries	query	NOUN
ajis02-2331	370	47	are	be	AUX
ajis02-2331	370	48	summarized	summarize	VERB
ajis02-2331	370	49	.	.	PUNCT
ajis02-2331	371	1	whereas	whereas	SCONJ
ajis02-2331	371	2	isf	isf	PROPN
ajis02-2331	371	3	offers	offer	VERB
ajis02-2331	371	4	65.2	65.2	NUM
ajis02-2331	371	5	%	%	NOUN
ajis02-2331	371	6	,	,	PUNCT
ajis02-2331	371	7	a	a	DET
ajis02-2331	371	8	better	well	ADJ
ajis02-2331	371	9	precision	precision	NOUN
ajis02-2331	371	10	0	0	NUM
ajis02-2331	372	1	0.1	0.1	NUM
ajis02-2331	372	2	0.2	0.2	NUM
ajis02-2331	372	3	0.3	0.3	NUM
ajis02-2331	372	4	0.4	0.4	NUM
ajis02-2331	372	5	0.5	0.5	NUM
ajis02-2331	372	6	0.6	0.6	NUM
ajis02-2331	372	7	0.7	0.7	NUM
ajis02-2331	372	8	0.8	0.8	NUM
ajis02-2331	372	9	0.9	0.9	NUM
ajis02-2331	372	10	1	1	NUM
ajis02-2331	372	11	0	0	NUM
ajis02-2331	372	12	0.1	0.1	NUM
ajis02-2331	372	13	0.2	0.2	NUM
ajis02-2331	372	14	0.3	0.3	NUM
ajis02-2331	372	15	0.4	0.4	NUM
ajis02-2331	372	16	0.5	0.5	NUM
ajis02-2331	372	17	0.6	0.6	NUM
ajis02-2331	372	18	0.7	0.7	NUM
ajis02-2331	372	19	0.8	0.8	NUM
ajis02-2331	372	20	0.9	0.9	NUM
ajis02-2331	372	21	1	1	NUM
ajis02-2331	372	22	p	p	NOUN
ajis02-2331	372	23	re	re	ADP
ajis02-2331	372	24	ci	ci	NOUN
ajis02-2331	372	25	si	si	PROPN
ajis02-2331	372	26	o	o	PROPN
ajis02-2331	372	27	n	n	ADV
ajis02-2331	372	28	recall	recall	VERB
ajis02-2331	372	29	google	google	PROPN
ajis02-2331	372	30	yahoo	yahoo	PROPN
ajis02-2331	372	31	bing	bing	PROPN
ajis02-2331	372	32	aol	aol	PROPN
ajis02-2331	372	33	baidu	baidu	PROPN
ajis02-2331	372	34	isf	isf	PROPN
ajis02-2331	372	35	australasian	australasian	ADJ
ajis02-2331	372	36	journal	journal	NOUN
ajis02-2331	372	37	of	of	ADP
ajis02-2331	372	38	information	information	NOUN
ajis02-2331	372	39	systems	systems	PROPN
ajis02-2331	372	40	zhu	zhu	PROPN
ajis02-2331	372	41	,	,	PUNCT
ajis02-2331	372	42	nimmagadda	nimmagadda	NOUN
ajis02-2331	372	43	,	,	PUNCT
ajis02-2331	372	44	reiners	reiner	NOUN
ajis02-2331	372	45	&	&	CCONJ
ajis02-2331	372	46	rudra	rudra	PROPN
ajis02-2331	372	47	2020	2020	NUM
ajis02-2331	372	48	,	,	PUNCT
ajis02-2331	372	49	vol	vol	NOUN
ajis02-2331	372	50	24	24	NUM
ajis02-2331	372	51	,	,	PUNCT
ajis02-2331	372	52	research	research	NOUN
ajis02-2331	372	53	article	article	NOUN
ajis02-2331	372	54	integrated	integrate	VERB
ajis02-2331	372	55	search	search	NOUN
ajis02-2331	372	56	framework	framework	NOUN
ajis02-2331	372	57	for	for	ADP
ajis02-2331	372	58	the	the	DET
ajis02-2331	372	59	knowledge	knowledge	NOUN
ajis02-2331	372	60	-	-	PUNCT
ajis02-2331	372	61	based	base	VERB
ajis02-2331	372	62	web	web	NOUN
ajis02-2331	372	63	ecosystem	ecosystem	NOUN
ajis02-2331	372	64	20	20	NUM
ajis02-2331	372	65	compared	compare	VERB
ajis02-2331	372	66	with	with	ADP
ajis02-2331	372	67	other	other	ADJ
ajis02-2331	372	68	search	search	NOUN
ajis02-2331	372	69	engines	engine	NOUN
ajis02-2331	372	70	.	.	PUNCT
ajis02-2331	373	1	largely	largely	ADV
ajis02-2331	373	2	,	,	PUNCT
ajis02-2331	373	3	the	the	DET
ajis02-2331	373	4	framework	framework	NOUN
ajis02-2331	373	5	validates	validate	VERB
ajis02-2331	373	6	the	the	DET
ajis02-2331	373	7	case	case	NOUN
ajis02-2331	373	8	studies	study	NOUN
ajis02-2331	373	9	with	with	ADP
ajis02-2331	373	10	variables	variable	NOUN
ajis02-2331	373	11	used	use	VERB
ajis02-2331	373	12	in	in	ADP
ajis02-2331	373	13	the	the	DET
ajis02-2331	373	14	search	search	NOUN
ajis02-2331	373	15	results	result	NOUN
ajis02-2331	373	16	.	.	PUNCT
ajis02-2331	374	1	8	8	NUM
ajis02-2331	374	2	future	future	ADJ
ajis02-2331	374	3	scope	scope	NOUN
ajis02-2331	374	4	and	and	CCONJ
ajis02-2331	374	5	limitations	limitation	VERB
ajis02-2331	374	6	the	the	DET
ajis02-2331	374	7	experimental	experimental	ADJ
ajis02-2331	374	8	results	result	NOUN
ajis02-2331	374	9	so	so	ADV
ajis02-2331	374	10	far	far	ADV
ajis02-2331	374	11	demonstrate	demonstrate	VERB
ajis02-2331	374	12	that	that	SCONJ
ajis02-2331	374	13	text	text	NOUN
ajis02-2331	374	14	categorization	categorization	NOUN
ajis02-2331	374	15	in	in	ADP
ajis02-2331	374	16	isf	isf	PROPN
ajis02-2331	374	17	improves	improve	VERB
ajis02-2331	374	18	the	the	DET
ajis02-2331	374	19	precision	precision	NOUN
ajis02-2331	374	20	of	of	ADP
ajis02-2331	374	21	web	web	NOUN
ajis02-2331	374	22	search	search	NOUN
ajis02-2331	374	23	results	result	NOUN
ajis02-2331	374	24	.	.	PUNCT
ajis02-2331	375	1	implementing	implement	VERB
ajis02-2331	375	2	the	the	DET
ajis02-2331	375	3	rest	rest	NOUN
ajis02-2331	375	4	of	of	ADP
ajis02-2331	375	5	the	the	DET
ajis02-2331	375	6	search	search	NOUN
ajis02-2331	375	7	framework	framework	NOUN
ajis02-2331	375	8	and	and	CCONJ
ajis02-2331	375	9	conducting	conduct	VERB
ajis02-2331	375	10	a	a	DET
ajis02-2331	375	11	wide	wide	ADJ
ajis02-2331	375	12	range	range	NOUN
ajis02-2331	375	13	of	of	ADP
ajis02-2331	375	14	experiments	experiment	NOUN
ajis02-2331	375	15	are	be	AUX
ajis02-2331	375	16	ongoing	ongoing	ADJ
ajis02-2331	375	17	research	research	NOUN
ajis02-2331	375	18	.	.	PUNCT
ajis02-2331	376	1	though	though	SCONJ
ajis02-2331	376	2	improved	improved	ADJ
ajis02-2331	376	3	precision	precision	NOUN
ajis02-2331	376	4	is	be	AUX
ajis02-2331	376	5	observed	observe	VERB
ajis02-2331	376	6	,	,	PUNCT
ajis02-2331	376	7	the	the	DET
ajis02-2331	376	8	recall	recall	NOUN
ajis02-2331	376	9	of	of	ADP
ajis02-2331	376	10	categorized	categorize	VERB
ajis02-2331	376	11	search	search	NOUN
ajis02-2331	376	12	results	result	NOUN
ajis02-2331	376	13	is	be	AUX
ajis02-2331	376	14	lower	low	ADJ
ajis02-2331	376	15	than	than	ADP
ajis02-2331	376	16	the	the	DET
ajis02-2331	376	17	search	search	NOUN
ajis02-2331	376	18	results	result	NOUN
ajis02-2331	376	19	of	of	ADP
ajis02-2331	376	20	yahoo	yahoo	PROPN
ajis02-2331	376	21	and	and	CCONJ
ajis02-2331	376	22	other	other	ADJ
ajis02-2331	376	23	search	search	NOUN
ajis02-2331	376	24	engines	engine	NOUN
ajis02-2331	376	25	.	.	PUNCT
ajis02-2331	377	1	the	the	DET
ajis02-2331	377	2	reasons	reason	NOUN
ajis02-2331	377	3	for	for	ADP
ajis02-2331	377	4	the	the	DET
ajis02-2331	377	5	issue	issue	NOUN
ajis02-2331	377	6	are	be	AUX
ajis02-2331	377	7	,	,	PUNCT
ajis02-2331	377	8	firstly	firstly	ADV
ajis02-2331	377	9	one	one	NUM
ajis02-2331	377	10	search	search	NOUN
ajis02-2331	377	11	result	result	NOUN
ajis02-2331	377	12	is	be	AUX
ajis02-2331	377	13	assigned	assign	VERB
ajis02-2331	377	14	to	to	ADP
ajis02-2331	377	15	only	only	ADV
ajis02-2331	377	16	one	one	NUM
ajis02-2331	377	17	category	category	NOUN
ajis02-2331	377	18	,	,	PUNCT
ajis02-2331	377	19	even	even	ADV
ajis02-2331	377	20	if	if	SCONJ
ajis02-2331	377	21	the	the	DET
ajis02-2331	377	22	second	second	ADJ
ajis02-2331	377	23	or	or	CCONJ
ajis02-2331	377	24	third	third	ADV
ajis02-2331	377	25	ranked	rank	VERB
ajis02-2331	377	26	category	category	NOUN
ajis02-2331	377	27	has	have	VERB
ajis02-2331	377	28	very	very	ADV
ajis02-2331	377	29	close	close	ADJ
ajis02-2331	377	30	similarity	similarity	NOUN
ajis02-2331	377	31	instance	instance	NOUN
ajis02-2331	377	32	with	with	ADP
ajis02-2331	377	33	the	the	DET
ajis02-2331	377	34	top	top	ADJ
ajis02-2331	377	35	one	one	NUM
ajis02-2331	377	36	.	.	PUNCT
ajis02-2331	378	1	another	another	DET
ajis02-2331	378	2	reason	reason	NOUN
ajis02-2331	378	3	is	be	AUX
ajis02-2331	378	4	that	that	SCONJ
ajis02-2331	378	5	categorization	categorization	NOUN
ajis02-2331	378	6	algorithm	algorithm	NOUN
ajis02-2331	378	7	utilized	utilize	VERB
ajis02-2331	378	8	in	in	ADP
ajis02-2331	378	9	the	the	DET
ajis02-2331	378	10	isf	isf	NOUN
ajis02-2331	378	11	is	be	AUX
ajis02-2331	378	12	not	not	PART
ajis02-2331	378	13	optimal	optimal	ADJ
ajis02-2331	378	14	.	.	PUNCT
ajis02-2331	379	1	combining	combine	VERB
ajis02-2331	379	2	text	text	NOUN
ajis02-2331	379	3	clustering	clustering	NOUN
ajis02-2331	379	4	and	and	CCONJ
ajis02-2331	379	5	categorization	categorization	NOUN
ajis02-2331	379	6	is	be	AUX
ajis02-2331	379	7	likely	likely	ADJ
ajis02-2331	379	8	the	the	DET
ajis02-2331	379	9	next	next	ADJ
ajis02-2331	379	10	research	research	NOUN
ajis02-2331	379	11	direction	direction	NOUN
ajis02-2331	379	12	,	,	PUNCT
ajis02-2331	379	13	which	which	PRON
ajis02-2331	379	14	can	can	AUX
ajis02-2331	379	15	improve	improve	VERB
ajis02-2331	379	16	the	the	DET
ajis02-2331	379	17	recall	recall	NOUN
ajis02-2331	379	18	of	of	ADP
ajis02-2331	379	19	the	the	DET
ajis02-2331	379	20	categorized	categorize	VERB
ajis02-2331	379	21	web	web	NOUN
ajis02-2331	379	22	-	-	ADJ
ajis02-2331	379	23	search	search	NOUN
ajis02-2331	379	24	results	result	NOUN
ajis02-2331	379	25	.	.	PUNCT
ajis02-2331	380	1	since	since	SCONJ
ajis02-2331	380	2	search	search	NOUN
ajis02-2331	380	3	engine	engine	NOUN
ajis02-2331	380	4	results	result	NOUN
ajis02-2331	380	5	are	be	AUX
ajis02-2331	380	6	dynamic	dynamic	ADJ
ajis02-2331	380	7	,	,	PUNCT
ajis02-2331	380	8	the	the	DET
ajis02-2331	380	9	compared	compare	VERB
ajis02-2331	380	10	results	result	NOUN
ajis02-2331	380	11	from	from	ADP
ajis02-2331	380	12	google	google	PROPN
ajis02-2331	380	13	,	,	PUNCT
ajis02-2331	380	14	bing	bing	NOUN
ajis02-2331	380	15	and	and	CCONJ
ajis02-2331	380	16	others	other	NOUN
ajis02-2331	380	17	are	be	AUX
ajis02-2331	380	18	based	base	VERB
ajis02-2331	380	19	on	on	ADP
ajis02-2331	380	20	search	search	NOUN
ajis02-2331	380	21	requests	request	NOUN
ajis02-2331	380	22	when	when	SCONJ
ajis02-2331	380	23	we	we	PRON
ajis02-2331	380	24	conducted	conduct	VERB
ajis02-2331	380	25	the	the	DET
ajis02-2331	380	26	experiments	experiment	NOUN
ajis02-2331	380	27	and	and	CCONJ
ajis02-2331	380	28	can	can	AUX
ajis02-2331	380	29	vary	vary	VERB
ajis02-2331	380	30	with	with	ADP
ajis02-2331	380	31	time	time	NOUN
ajis02-2331	380	32	.	.	PUNCT
ajis02-2331	381	1	in	in	ADP
ajis02-2331	381	2	addition	addition	NOUN
ajis02-2331	381	3	,	,	PUNCT
ajis02-2331	381	4	these	these	DET
ajis02-2331	381	5	search	search	NOUN
ajis02-2331	381	6	engines	engine	NOUN
ajis02-2331	381	7	can	can	AUX
ajis02-2331	381	8	also	also	ADV
ajis02-2331	381	9	allow	allow	VERB
ajis02-2331	381	10	personalized	personalized	ADJ
ajis02-2331	381	11	search	search	NOUN
ajis02-2331	381	12	;	;	PUNCT
ajis02-2331	381	13	therefore	therefore	ADV
ajis02-2331	381	14	,	,	PUNCT
ajis02-2331	381	15	a	a	DET
ajis02-2331	381	16	further	further	ADJ
ajis02-2331	381	17	comparison	comparison	NOUN
ajis02-2331	381	18	of	of	ADP
ajis02-2331	381	19	personalized	personalized	ADJ
ajis02-2331	381	20	results	result	NOUN
ajis02-2331	381	21	of	of	ADP
ajis02-2331	381	22	search	search	NOUN
ajis02-2331	381	23	engines	engine	NOUN
ajis02-2331	381	24	with	with	ADP
ajis02-2331	381	25	isf	isf	PROPN
ajis02-2331	381	26	can	can	AUX
ajis02-2331	381	27	fetch	fetch	VERB
ajis02-2331	381	28	enormous	enormous	ADJ
ajis02-2331	381	29	scope	scope	NOUN
ajis02-2331	381	30	and	and	CCONJ
ajis02-2331	381	31	opportunity	opportunity	NOUN
ajis02-2331	381	32	in	in	ADP
ajis02-2331	381	33	the	the	DET
ajis02-2331	381	34	ir	ir	PROPN
ajis02-2331	381	35	research	research	NOUN
ajis02-2331	381	36	.	.	PUNCT
ajis02-2331	382	1	9	9	NUM
ajis02-2331	382	2	conclusions	conclusion	NOUN
ajis02-2331	382	3	the	the	DET
ajis02-2331	382	4	information	information	NOUN
ajis02-2331	382	5	search	search	NOUN
ajis02-2331	382	6	with	with	ADP
ajis02-2331	382	7	isf	isf	PROPN
ajis02-2331	382	8	is	be	AUX
ajis02-2331	382	9	aimed	aim	VERB
ajis02-2331	382	10	at	at	ADP
ajis02-2331	382	11	providing	provide	VERB
ajis02-2331	382	12	effective	effective	ADJ
ajis02-2331	382	13	information	information	NOUN
ajis02-2331	382	14	retrieval	retrieval	NOUN
ajis02-2331	382	15	services	service	NOUN
ajis02-2331	382	16	leveraged	leverage	VERB
ajis02-2331	382	17	by	by	ADP
ajis02-2331	382	18	the	the	DET
ajis02-2331	382	19	kbwe	kbwe	NOUN
ajis02-2331	382	20	.	.	PUNCT
ajis02-2331	383	1	it	it	PRON
ajis02-2331	383	2	is	be	AUX
ajis02-2331	383	3	an	an	DET
ajis02-2331	383	4	innovative	innovative	ADJ
ajis02-2331	383	5	approach	approach	NOUN
ajis02-2331	383	6	compared	compare	VERB
ajis02-2331	383	7	with	with	ADP
ajis02-2331	383	8	the	the	DET
ajis02-2331	383	9	existing	exist	VERB
ajis02-2331	383	10	search	search	NOUN
ajis02-2331	383	11	methods	method	NOUN
ajis02-2331	383	12	.	.	PUNCT
ajis02-2331	384	1	isf	isf	PROPN
ajis02-2331	384	2	integrates	integrate	NOUN
ajis02-2331	384	3	not	not	PART
ajis02-2331	384	4	only	only	ADV
ajis02-2331	384	5	traditional	traditional	ADJ
ajis02-2331	384	6	database	database	NOUN
ajis02-2331	384	7	search	search	NOUN
ajis02-2331	384	8	(	(	PUNCT
ajis02-2331	384	9	mis	mis	NOUN
ajis02-2331	384	10	)	)	PUNCT
ajis02-2331	384	11	and	and	CCONJ
ajis02-2331	384	12	web	web	NOUN
ajis02-2331	384	13	search	search	NOUN
ajis02-2331	384	14	engines	engine	NOUN
ajis02-2331	384	15	,	,	PUNCT
ajis02-2331	384	16	but	but	CCONJ
ajis02-2331	384	17	also	also	ADV
ajis02-2331	384	18	effectively	effectively	ADV
ajis02-2331	384	19	bringing	bring	VERB
ajis02-2331	384	20	intranet	intranet	NOUN
ajis02-2331	384	21	,	,	PUNCT
ajis02-2331	384	22	desktop	desktop	NOUN
ajis02-2331	384	23	and	and	CCONJ
ajis02-2331	384	24	full	full	ADJ
ajis02-2331	384	25	-	-	PUNCT
ajis02-2331	384	26	text	text	NOUN
ajis02-2331	384	27	database	database	NOUN
ajis02-2331	384	28	search	search	NOUN
ajis02-2331	384	29	tools	tool	NOUN
ajis02-2331	384	30	into	into	ADP
ajis02-2331	384	31	the	the	DET
ajis02-2331	384	32	framework	framework	NOUN
ajis02-2331	384	33	.	.	PUNCT
ajis02-2331	385	1	the	the	DET
ajis02-2331	385	2	personalization	personalization	NOUN
ajis02-2331	385	3	,	,	PUNCT
ajis02-2331	385	4	ontological	ontological	ADJ
ajis02-2331	385	5	search	search	NOUN
ajis02-2331	385	6	results	result	NOUN
ajis02-2331	385	7	categorization	categorization	NOUN
ajis02-2331	385	8	,	,	PUNCT
ajis02-2331	385	9	clustering	clustering	NOUN
ajis02-2331	385	10	and	and	CCONJ
ajis02-2331	385	11	security	security	NOUN
ajis02-2331	385	12	scrutiny	scrutiny	NOUN
ajis02-2331	385	13	are	be	AUX
ajis02-2331	385	14	added	add	VERB
ajis02-2331	385	15	features	feature	NOUN
ajis02-2331	385	16	.	.	PUNCT
ajis02-2331	386	1	with	with	ADP
ajis02-2331	386	2	the	the	DET
ajis02-2331	386	3	collaboration	collaboration	NOUN
ajis02-2331	386	4	of	of	ADP
ajis02-2331	386	5	empirical	empirical	ADJ
ajis02-2331	386	6	research	research	NOUN
ajis02-2331	386	7	,	,	PUNCT
ajis02-2331	386	8	the	the	DET
ajis02-2331	386	9	experimental	experimental	ADJ
ajis02-2331	386	10	data	datum	NOUN
ajis02-2331	386	11	demonstrate	demonstrate	VERB
ajis02-2331	386	12	that	that	SCONJ
ajis02-2331	386	13	text	text	NOUN
ajis02-2331	386	14	categorization	categorization	NOUN
ajis02-2331	386	15	based	base	VERB
ajis02-2331	386	16	on	on	ADP
ajis02-2331	386	17	the	the	DET
ajis02-2331	386	18	isf	isf	NOUN
ajis02-2331	386	19	can	can	AUX
ajis02-2331	386	20	improve	improve	VERB
ajis02-2331	386	21	the	the	DET
ajis02-2331	386	22	precision	precision	NOUN
ajis02-2331	386	23	of	of	ADP
ajis02-2331	386	24	web	web	NOUN
ajis02-2331	386	25	search	search	NOUN
ajis02-2331	386	26	results	result	NOUN
ajis02-2331	386	27	.	.	PUNCT
ajis02-2331	387	1	the	the	DET
ajis02-2331	387	2	algorithms	algorithm	NOUN
ajis02-2331	387	3	developed	develop	VERB
ajis02-2331	387	4	in	in	ADP
ajis02-2331	387	5	the	the	DET
ajis02-2331	387	6	isf	isf	NOUN
ajis02-2331	387	7	template	template	NOUN
ajis02-2331	387	8	have	have	AUX
ajis02-2331	387	9	provided	provide	VERB
ajis02-2331	387	10	high	high	ADJ
ajis02-2331	387	11	information	information	NOUN
ajis02-2331	387	12	precision	precision	NOUN
ajis02-2331	387	13	value	value	NOUN
ajis02-2331	387	14	in	in	ADP
ajis02-2331	387	15	comparison	comparison	NOUN
ajis02-2331	387	16	with	with	ADP
ajis02-2331	387	17	the	the	DET
ajis02-2331	387	18	latest	late	ADJ
ajis02-2331	387	19	search	search	NOUN
ajis02-2331	387	20	engines	engine	NOUN
ajis02-2331	387	21	.	.	PUNCT
ajis02-2331	388	1	in	in	ADP
ajis02-2331	388	2	terms	term	NOUN
ajis02-2331	388	3	of	of	ADP
ajis02-2331	388	4	accuracy	accuracy	NOUN
ajis02-2331	388	5	,	,	PUNCT
ajis02-2331	388	6	experience	experience	NOUN
ajis02-2331	388	7	and	and	CCONJ
ajis02-2331	388	8	innovation	innovation	NOUN
ajis02-2331	388	9	,	,	PUNCT
ajis02-2331	388	10	the	the	DET
ajis02-2331	388	11	isf	isf	PROPN
ajis02-2331	388	12	appears	appear	VERB
ajis02-2331	388	13	promising	promise	VERB
ajis02-2331	388	14	.	.	PUNCT
ajis02-2331	389	1	the	the	DET
ajis02-2331	389	2	comparison	comparison	NOUN
ajis02-2331	389	3	made	make	VERB
ajis02-2331	389	4	among	among	ADP
ajis02-2331	389	5	search	search	NOUN
ajis02-2331	389	6	engines	engine	NOUN
ajis02-2331	389	7	offers	offer	VERB
ajis02-2331	389	8	new	new	ADJ
ajis02-2331	389	9	improvements	improvement	NOUN
ajis02-2331	389	10	with	with	ADP
ajis02-2331	389	11	satisfactory	satisfactory	ADJ
ajis02-2331	389	12	search	search	NOUN
ajis02-2331	389	13	results	result	NOUN
ajis02-2331	389	14	from	from	ADP
ajis02-2331	389	15	the	the	DET
ajis02-2331	389	16	isf	isf	PROPN
ajis02-2331	389	17	.	.	PROPN
ajis02-2331	389	18	references	reference	NOUN
ajis02-2331	389	19	albro	albro	PROPN
ajis02-2331	389	20	,	,	PUNCT
ajis02-2331	389	21	e.	e.	PROPN
ajis02-2331	389	22	n.	n.	PROPN
ajis02-2331	389	23	(	(	PUNCT
ajis02-2331	389	24	2006	2006	NUM
ajis02-2331	389	25	)	)	PUNCT
ajis02-2331	389	26	.	.	PUNCT
ajis02-2331	390	1	google	google	PROPN
ajis02-2331	390	2	mini	mini	NOUN
ajis02-2331	390	3	is	be	AUX
ajis02-2331	390	4	a	a	DET
ajis02-2331	390	5	mighty	mighty	ADJ
ajis02-2331	390	6	search	search	NOUN
ajis02-2331	390	7	tool	tool	NOUN
ajis02-2331	390	8	,	,	PUNCT
ajis02-2331	390	9	"	"	PUNCT
ajis02-2331	390	10	pc	pc	NOUN
ajis02-2331	390	11	world	world	NOUN
ajis02-2331	390	12	,	,	PUNCT
ajis02-2331	390	13	https://www.pcworld.com/article/126139/article.html	https://www.pcworld.com/article/126139/article.html	PROPN
ajis02-2331	390	14	,	,	PUNCT
ajis02-2331	390	15	june	june	PROPN
ajis02-2331	390	16	21	21	NUM
ajis02-2331	390	17	.	.	PUNCT
ajis02-2331	391	1	alonso	alonso	PROPN
ajis02-2331	391	2	,	,	PUNCT
ajis02-2331	391	3	o.	o.	PROPN
ajis02-2331	391	4	&	&	CCONJ
ajis02-2331	391	5	mizzaro	mizzaro	PROPN
ajis02-2331	391	6	,	,	PUNCT
ajis02-2331	391	7	s.	s.	PROPN
ajis02-2331	391	8	(	(	PUNCT
ajis02-2331	391	9	2009	2009	NUM
ajis02-2331	391	10	)	)	PUNCT
ajis02-2331	391	11	.	.	PUNCT
ajis02-2331	392	1	relevance	relevance	NOUN
ajis02-2331	392	2	criteria	criterion	NOUN
ajis02-2331	392	3	for	for	ADP
ajis02-2331	392	4	e	e	NOUN
ajis02-2331	392	5	-	-	NOUN
ajis02-2331	392	6	commerce	commerce	NOUN
ajis02-2331	392	7	:	:	PUNCT
ajis02-2331	392	8	a	a	DET
ajis02-2331	392	9	crowdsourcing	crowdsourcing	NOUN
ajis02-2331	392	10	-	-	PUNCT
ajis02-2331	392	11	based	base	VERB
ajis02-2331	392	12	experimental	experimental	ADJ
ajis02-2331	392	13	analysis	analysis	NOUN
ajis02-2331	392	14	,	,	PUNCT
ajis02-2331	392	15	proceedings	proceeding	NOUN
ajis02-2331	392	16	of	of	ADP
ajis02-2331	392	17	the	the	DET
ajis02-2331	392	18	32nd	32nd	ADJ
ajis02-2331	392	19	international	international	PROPN
ajis02-2331	392	20	acm	acm	PROPN
ajis02-2331	392	21	sigir	sigir	PROPN
ajis02-2331	392	22	conference	conference	PROPN
ajis02-2331	392	23	on	on	ADP
ajis02-2331	392	24	research	research	PROPN
ajis02-2331	392	25	&	&	CCONJ
ajis02-2331	392	26	development	development	NOUN
ajis02-2331	392	27	in	in	ADP
ajis02-2331	392	28	information	information	NOUN
ajis02-2331	392	29	retrieval	retrieval	NOUN
ajis02-2331	392	30	,	,	PUNCT
ajis02-2331	392	31	760	760	NUM
ajis02-2331	392	32	-	-	SYM
ajis02-2331	392	33	761	761	NUM
ajis02-2331	392	34	,	,	PUNCT
ajis02-2331	392	35	boston	boston	PROPN
ajis02-2331	392	36	,	,	PUNCT
ajis02-2331	392	37	ma	ma	PROPN
ajis02-2331	392	38	,	,	PUNCT
ajis02-2331	392	39	usa	usa	PROPN
ajis02-2331	392	40	—	—	PUNCT
ajis02-2331	392	41	july	july	PROPN
ajis02-2331	392	42	19	19	NUM
ajis02-2331	392	43	23	23	NUM
ajis02-2331	392	44	,	,	PUNCT
ajis02-2331	392	45	2009	2009	NUM
ajis02-2331	392	46	,	,	PUNCT
ajis02-2331	392	47	https://doi.org/10.1145/1571941.1572115	https://doi.org/10.1145/1571941.1572115	X
ajis02-2331	392	48	.	.	PUNCT
ajis02-2331	393	1	arnold	arnold	PROPN
ajis02-2331	393	2	,	,	PUNCT
ajis02-2331	393	3	stephen	stephen	PROPN
ajis02-2331	393	4	e.	e.	PROPN
ajis02-2331	393	5	(	(	PUNCT
ajis02-2331	393	6	2004	2004	NUM
ajis02-2331	393	7	)	)	PUNCT
ajis02-2331	393	8	.	.	PUNCT
ajis02-2331	394	1	how	how	SCONJ
ajis02-2331	394	2	google	google	PROPN
ajis02-2331	394	3	has	have	AUX
ajis02-2331	394	4	changed	change	VERB
ajis02-2331	394	5	enterprise	enterprise	NOUN
ajis02-2331	394	6	search	search	NOUN
ajis02-2331	394	7	.	.	PUNCT
ajis02-2331	395	1	in	in	ADP
ajis02-2331	395	2	:	:	PUNCT
ajis02-2331	395	3	searcher	searcher	PROPN
ajis02-2331	395	4	12	12	NUM
ajis02-2331	395	5	,	,	PUNCT
ajis02-2331	395	6	s.	s.	PROPN
ajis02-2331	395	7	8	8	NUM
ajis02-2331	395	8	-	-	SYM
ajis02-2331	395	9	17	17	NUM
ajis02-2331	395	10	.	.	PUNCT
ajis02-2331	396	1	arasu	arasu	ADJ
ajis02-2331	396	2	,	,	PUNCT
ajis02-2331	396	3	a.	a.	PROPN
ajis02-2331	396	4	cho	cho	PROPN
ajis02-2331	396	5	,	,	PUNCT
ajis02-2331	396	6	j.	j.	PROPN
ajis02-2331	396	7	garcia	garcia	PROPN
ajis02-2331	396	8	-	-	PUNCT
ajis02-2331	396	9	molina	molina	PROPN
ajis02-2331	396	10	,	,	PUNCT
ajis02-2331	396	11	h.	h.	PROPN
ajis02-2331	396	12	paepcke	paepcke	PROPN
ajis02-2331	396	13	,	,	PUNCT
ajis02-2331	396	14	a.	a.	PROPN
ajis02-2331	396	15	&	&	CCONJ
ajis02-2331	396	16	raghavan	raghavan	PROPN
ajis02-2331	396	17	,	,	PUNCT
ajis02-2331	396	18	s.	s.	PROPN
ajis02-2331	396	19	(	(	PUNCT
ajis02-2331	396	20	2001	2001	NUM
ajis02-2331	396	21	)	)	PUNCT
ajis02-2331	396	22	.	.	PUNCT
ajis02-2331	397	1	searching	search	VERB
ajis02-2331	397	2	the	the	DET
ajis02-2331	397	3	web	web	NOUN
ajis02-2331	397	4	,	,	PUNCT
ajis02-2331	397	5	"	"	PUNCT
ajis02-2331	397	6	acm	acm	NOUN
ajis02-2331	397	7	transactions	transaction	NOUN
ajis02-2331	397	8	on	on	ADP
ajis02-2331	397	9	internet	internet	NOUN
ajis02-2331	397	10	technology	technology	NOUN
ajis02-2331	397	11	,	,	PUNCT
ajis02-2331	397	12	1	1	NUM
ajis02-2331	397	13	(	(	PUNCT
ajis02-2331	397	14	1	1	NUM
ajis02-2331	397	15	)	)	PUNCT
ajis02-2331	397	16	,	,	PUNCT
ajis02-2331	397	17	2001	2001	NUM
ajis02-2331	397	18	,	,	PUNCT
ajis02-2331	397	19	2	2	NUM
ajis02-2331	397	20	-	-	SYM
ajis02-2331	397	21	43	43	NUM
ajis02-2331	397	22	.	.	PUNCT
ajis02-2331	398	1	australasian	australasian	ADJ
ajis02-2331	398	2	journal	journal	NOUN
ajis02-2331	398	3	of	of	ADP
ajis02-2331	398	4	information	information	NOUN
ajis02-2331	398	5	systems	systems	PROPN
ajis02-2331	398	6	zhu	zhu	PROPN
ajis02-2331	398	7	,	,	PUNCT
ajis02-2331	398	8	nimmagadda	nimmagadda	NOUN
ajis02-2331	398	9	,	,	PUNCT
ajis02-2331	398	10	reiners	reiner	NOUN
ajis02-2331	398	11	&	&	CCONJ
ajis02-2331	398	12	rudra	rudra	PROPN
ajis02-2331	398	13	2020	2020	NUM
ajis02-2331	398	14	,	,	PUNCT
ajis02-2331	398	15	vol	vol	NOUN
ajis02-2331	398	16	24	24	NUM
ajis02-2331	398	17	,	,	PUNCT
ajis02-2331	398	18	research	research	NOUN
ajis02-2331	398	19	article	article	NOUN
ajis02-2331	398	20	integrated	integrate	VERB
ajis02-2331	398	21	search	search	NOUN
ajis02-2331	398	22	framework	framework	NOUN
ajis02-2331	398	23	for	for	ADP
ajis02-2331	398	24	the	the	DET
ajis02-2331	398	25	knowledge	knowledge	NOUN
ajis02-2331	398	26	-	-	PUNCT
ajis02-2331	398	27	based	base	VERB
ajis02-2331	398	28	web	web	NOUN
ajis02-2331	398	29	ecosystem	ecosystem	NOUN
ajis02-2331	398	30	21	21	NUM
ajis02-2331	398	31	baeza	baeza	NOUN
ajis02-2331	398	32	-	-	PUNCT
ajis02-2331	398	33	yates	yates	PROPN
ajis02-2331	398	34	,	,	PUNCT
ajis02-2331	398	35	r.	r.	PROPN
ajis02-2331	398	36	,	,	PUNCT
ajis02-2331	398	37	castillo	castillo	PROPN
ajis02-2331	398	38	,	,	PUNCT
ajis02-2331	398	39	c.	c.	PROPN
ajis02-2331	398	40	,	,	PUNCT
ajis02-2331	398	41	marin	marin	NOUN
ajis02-2331	398	42	,	,	PUNCT
ajis02-2331	398	43	m.	m.	NOUN
ajis02-2331	398	44	&	&	CCONJ
ajis02-2331	398	45	rodriguez	rodriguez	PROPN
ajis02-2331	398	46	,	,	PUNCT
ajis02-2331	398	47	a.	a.	NOUN
ajis02-2331	398	48	(	(	PUNCT
ajis02-2331	398	49	2005	2005	NUM
ajis02-2331	398	50	)	)	PUNCT
ajis02-2331	398	51	.	.	PUNCT
ajis02-2331	399	1	crawling	crawl	VERB
ajis02-2331	399	2	a	a	DET
ajis02-2331	399	3	country	country	NOUN
ajis02-2331	399	4	better	well	ADJ
ajis02-2331	399	5	strategies	strategy	NOUN
ajis02-2331	399	6	than	than	ADP
ajis02-2331	399	7	breadth	breadth	NOUN
ajis02-2331	399	8	-	-	PUNCT
ajis02-2331	399	9	first	first	ADV
ajis02-2331	399	10	for	for	ADP
ajis02-2331	399	11	web	web	NOUN
ajis02-2331	399	12	page	page	NOUN
ajis02-2331	399	13	ordering	ordering	NOUN
ajis02-2331	399	14	.	.	PUNCT
ajis02-2331	400	1	the	the	DET
ajis02-2331	400	2	14th	14th	ADJ
ajis02-2331	400	3	international	international	ADJ
ajis02-2331	400	4	conference	conference	NOUN
ajis02-2331	400	5	on	on	ADP
ajis02-2331	400	6	world	world	NOUN
ajis02-2331	400	7	wide	wide	ADJ
ajis02-2331	400	8	web	web	NOUN
ajis02-2331	400	9	,	,	PUNCT
ajis02-2331	400	10	may	may	PROPN
ajis02-2331	400	11	10–14	10–14	NUM
ajis02-2331	400	12	,	,	PUNCT
ajis02-2331	400	13	2005	2005	NUM
ajis02-2331	400	14	,	,	PUNCT
ajis02-2331	400	15	chiba	chiba	PROPN
ajis02-2331	400	16	,	,	PUNCT
ajis02-2331	400	17	japan	japan	PROPN
ajis02-2331	400	18	.	.	PUNCT
ajis02-2331	401	1	barrows	barrow	NOUN
ajis02-2331	401	2	,	,	PUNCT
ajis02-2331	401	3	r.	r.	PROPN
ajis02-2331	401	4	&	&	CCONJ
ajis02-2331	401	5	traverso	traverso	PROPN
ajis02-2331	401	6	,	,	PUNCT
ajis02-2331	401	7	j.	j.	PROPN
ajis02-2331	401	8	(	(	PUNCT
ajis02-2331	401	9	2006	2006	NUM
ajis02-2331	401	10	)	)	PUNCT
ajis02-2331	401	11	.	.	PUNCT
ajis02-2331	402	1	search	search	NOUN
ajis02-2331	402	2	considered	consider	VERB
ajis02-2331	402	3	integral	integral	ADJ
ajis02-2331	402	4	,	,	PUNCT
ajis02-2331	402	5	"	"	PUNCT
ajis02-2331	402	6	acm	acm	PROPN
ajis02-2331	402	7	queue	queue	NOUN
ajis02-2331	402	8	,	,	PUNCT
ajis02-2331	402	9	may	may	PROPN
ajis02-2331	402	10	2006	2006	NUM
ajis02-2331	402	11	,	,	PUNCT
ajis02-2331	402	12	30	30	NUM
ajis02-2331	402	13	-	-	SYM
ajis02-2331	402	14	36	36	NUM
ajis02-2331	402	15	.	.	PUNCT
ajis02-2331	403	1	baskerville	baskerville	PROPN
ajis02-2331	403	2	,	,	PUNCT
ajis02-2331	403	3	r.	r.	PROPN
ajis02-2331	403	4	l.	l.	PROPN
ajis02-2331	403	5	,	,	PUNCT
ajis02-2331	403	6	kaul	kaul	PROPN
ajis02-2331	403	7	,	,	PUNCT
ajis02-2331	403	8	m.	m.	NOUN
ajis02-2331	403	9	,	,	PUNCT
ajis02-2331	403	10	&	&	CCONJ
ajis02-2331	403	11	storey	storey	PROPN
ajis02-2331	403	12	,	,	PUNCT
ajis02-2331	403	13	v.	v.	PROPN
ajis02-2331	403	14	c.	c.	PROPN
ajis02-2331	403	15	(	(	PUNCT
ajis02-2331	403	16	2015	2015	NUM
ajis02-2331	403	17	)	)	PUNCT
ajis02-2331	403	18	.	.	PUNCT
ajis02-2331	404	1	genres	genre	NOUN
ajis02-2331	404	2	of	of	ADP
ajis02-2331	404	3	inquiry	inquiry	NOUN
ajis02-2331	404	4	in	in	ADP
ajis02-2331	404	5	design	design	NOUN
ajis02-2331	404	6	-	-	PUNCT
ajis02-2331	404	7	science	science	NOUN
ajis02-2331	404	8	research	research	NOUN
ajis02-2331	404	9	:	:	PUNCT
ajis02-2331	404	10	justification	justification	NOUN
ajis02-2331	404	11	and	and	CCONJ
ajis02-2331	404	12	evaluation	evaluation	NOUN
ajis02-2331	404	13	of	of	ADP
ajis02-2331	404	14	knowledge	knowledge	NOUN
ajis02-2331	404	15	production	production	NOUN
ajis02-2331	404	16	.	.	PUNCT
ajis02-2331	405	1	mis	mis	PROPN
ajis02-2331	405	2	quarterly	quarterly	PROPN
ajis02-2331	405	3	,	,	PUNCT
ajis02-2331	405	4	39	39	NUM
ajis02-2331	405	5	(	(	PUNCT
ajis02-2331	405	6	3	3	NUM
ajis02-2331	405	7	)	)	PUNCT
ajis02-2331	405	8	,	,	PUNCT
ajis02-2331	405	9	541	541	NUM
ajis02-2331	405	10	-	-	SYM
ajis02-2331	405	11	564	564	NUM
ajis02-2331	405	12	.	.	PUNCT
ajis02-2331	406	1	behnert	behnert	PROPN
ajis02-2331	406	2	,	,	PUNCT
ajis02-2331	406	3	c.	c.	PROPN
ajis02-2331	406	4	&	&	CCONJ
ajis02-2331	406	5	lewandowski	lewandowski	PROPN
ajis02-2331	406	6	,	,	PUNCT
ajis02-2331	406	7	d.	d.	PROPN
ajis02-2331	406	8	(	(	PUNCT
ajis02-2331	406	9	2017	2017	NUM
ajis02-2331	406	10	)	)	PUNCT
ajis02-2331	406	11	.	.	PUNCT
ajis02-2331	407	1	"	"	PUNCT
ajis02-2331	407	2	a	a	DET
ajis02-2331	407	3	framework	framework	NOUN
ajis02-2331	407	4	for	for	ADP
ajis02-2331	407	5	designing	design	VERB
ajis02-2331	407	6	retrieval	retrieval	NOUN
ajis02-2331	407	7	effectiveness	effectiveness	NOUN
ajis02-2331	407	8	studies	study	NOUN
ajis02-2331	407	9	of	of	ADP
ajis02-2331	407	10	library	library	ADJ
ajis02-2331	407	11	information	information	NOUN
ajis02-2331	407	12	systems	system	NOUN
ajis02-2331	407	13	using	use	VERB
ajis02-2331	407	14	human	human	ADJ
ajis02-2331	407	15	relevance	relevance	NOUN
ajis02-2331	407	16	assessments	assessment	NOUN
ajis02-2331	407	17	"	"	PUNCT
ajis02-2331	407	18	,	,	PUNCT
ajis02-2331	407	19	journal	journal	NOUN
ajis02-2331	407	20	of	of	ADP
ajis02-2331	407	21	documentation	documentation	NOUN
ajis02-2331	407	22	,	,	PUNCT
ajis02-2331	407	23	73	73	NUM
ajis02-2331	407	24	(	(	PUNCT
ajis02-2331	407	25	3	3	NUM
ajis02-2331	407	26	)	)	PUNCT
ajis02-2331	407	27	,	,	PUNCT
ajis02-2331	407	28	https://doi	https://doi	PROPN
ajis02-2331	407	29	:	:	PUNCT
ajis02-2331	407	30	10.1108	10.1108	NUM
ajis02-2331	407	31	/	/	SYM
ajis02-2331	407	32	jd-08	jd-08	NOUN
ajis02-2331	407	33	-	-	PUNCT
ajis02-2331	407	34	2016	2016	NUM
ajis02-2331	407	35	-	-	PUNCT
ajis02-2331	407	36	0099	0099	NUM
ajis02-2331	407	37	brin	brin	NOUN
ajis02-2331	407	38	,	,	PUNCT
ajis02-2331	407	39	s.	s.	PROPN
ajis02-2331	407	40	&	&	CCONJ
ajis02-2331	407	41	page	page	PROPN
ajis02-2331	407	42	,	,	PUNCT
ajis02-2331	407	43	l.	l.	PROPN
ajis02-2331	407	44	(	(	PUNCT
ajis02-2331	407	45	1998	1998	NUM
ajis02-2331	407	46	)	)	PUNCT
ajis02-2331	407	47	.	.	PUNCT
ajis02-2331	408	1	"	"	PUNCT
ajis02-2331	408	2	the	the	DET
ajis02-2331	408	3	anatomy	anatomy	NOUN
ajis02-2331	408	4	of	of	ADP
ajis02-2331	408	5	a	a	DET
ajis02-2331	408	6	large	large	ADJ
ajis02-2331	408	7	-	-	PUNCT
ajis02-2331	408	8	scale	scale	NOUN
ajis02-2331	408	9	hypertextual	hypertextual	ADJ
ajis02-2331	408	10	web	web	NOUN
ajis02-2331	408	11	search	search	NOUN
ajis02-2331	408	12	engine	engine	NOUN
ajis02-2331	408	13	"	"	PUNCT
ajis02-2331	408	14	computer	computer	NOUN
ajis02-2331	408	15	networks	network	NOUN
ajis02-2331	408	16	and	and	CCONJ
ajis02-2331	408	17	isdn	isdn	PROPN
ajis02-2331	408	18	systems	system	NOUN
ajis02-2331	408	19	.	.	PUNCT
ajis02-2331	409	1	30	30	NUM
ajis02-2331	409	2	(	(	PUNCT
ajis02-2331	409	3	1–7	1–7	NUM
ajis02-2331	409	4	):	):	PUNCT
ajis02-2331	409	5	107–117	107–117	NUM
ajis02-2331	409	6	.	.	PUNCT
ajis02-2331	410	1	citeseerx	citeseerx	PROPN
ajis02-2331	410	2	10.1.1.115.5930	10.1.1.115.5930	NUM
ajis02-2331	410	3	.	.	PUNCT
ajis02-2331	411	1	https://doi.org/10.1016/s0169-7552(98)00110-x	https://doi.org/10.1016/s0169-7552(98)00110-x	PROPN
ajis02-2331	411	2	bunz	bunz	PROPN
ajis02-2331	411	3	,	,	PUNCT
ajis02-2331	411	4	m	m	PROPN
ajis02-2331	411	5	(	(	PUNCT
ajis02-2331	411	6	2009	2009	NUM
ajis02-2331	411	7	)	)	PUNCT
ajis02-2331	411	8	.	.	PUNCT
ajis02-2331	412	1	"	"	PUNCT
ajis02-2331	412	2	google	google	PROPN
ajis02-2331	412	3	extends	extend	VERB
ajis02-2331	412	4	personalised	personalised	ADJ
ajis02-2331	412	5	search	search	NOUN
ajis02-2331	412	6	to	to	ADP
ajis02-2331	412	7	all	all	DET
ajis02-2331	412	8	users	user	NOUN
ajis02-2331	412	9	"	"	PUNCT
ajis02-2331	412	10	.	.	PUNCT
ajis02-2331	413	1	the	the	DET
ajis02-2331	413	2	guardian	guardian	PROPN
ajis02-2331	413	3	.	.	PUNCT
ajis02-2331	414	1	tue	tue	PROPN
ajis02-2331	414	2	8	8	NUM
ajis02-2331	414	3	dec	dec	PROPN
ajis02-2331	414	4	,	,	PUNCT
ajis02-2331	414	5	2009	2009	NUM
ajis02-2331	414	6	.	.	PUNCT
ajis02-2331	415	1	https://www.theguardian.com/media/pda/2009/dec/07/google-personalisedsearch	https://www.theguardian.com/media/pda/2009/dec/07/google-personalisedsearch	PROPN
ajis02-2331	415	2	.	.	PUNCT
ajis02-2331	415	3	chau	chau	PROPN
ajis02-2331	415	4	,	,	PUNCT
ajis02-2331	415	5	m.	m.	NOUN
ajis02-2331	415	6	&	&	CCONJ
ajis02-2331	415	7	chen	chen	PROPN
ajis02-2331	415	8	,	,	PUNCT
ajis02-2331	415	9	h.	h.	PROPN
ajis02-2331	415	10	(	(	PUNCT
ajis02-2331	415	11	2008	2008	NUM
ajis02-2331	415	12	)	)	PUNCT
ajis02-2331	415	13	.	.	PUNCT
ajis02-2331	416	1	“	"	PUNCT
ajis02-2331	416	2	a	a	DET
ajis02-2331	416	3	machine	machine	NOUN
ajis02-2331	416	4	learning	learn	VERB
ajis02-2331	416	5	approach	approach	NOUN
ajis02-2331	416	6	to	to	ADP
ajis02-2331	416	7	web	web	NOUN
ajis02-2331	416	8	page	page	NOUN
ajis02-2331	416	9	filtering	filtering	NOUN
ajis02-2331	416	10	using	use	VERB
ajis02-2331	416	11	content	content	NOUN
ajis02-2331	416	12	and	and	CCONJ
ajis02-2331	416	13	structure	structure	NOUN
ajis02-2331	416	14	analysis	analysis	NOUN
ajis02-2331	416	15	,	,	PUNCT
ajis02-2331	416	16	”	"	PUNCT
ajis02-2331	416	17	decision	decision	NOUN
ajis02-2331	416	18	support	support	NOUN
ajis02-2331	416	19	systems	system	NOUN
ajis02-2331	416	20	,	,	PUNCT
ajis02-2331	416	21	44	44	NUM
ajis02-2331	416	22	(	(	PUNCT
ajis02-2331	416	23	2	2	NUM
ajis02-2331	416	24	)	)	PUNCT
ajis02-2331	416	25	,	,	PUNCT
ajis02-2331	416	26	482	482	NUM
ajis02-2331	416	27	-	-	SYM
ajis02-2331	416	28	494	494	NUM
ajis02-2331	416	29	.	.	PUNCT
ajis02-2331	417	1	croft	croft	PROPN
ajis02-2331	417	2	,	,	PUNCT
ajis02-2331	417	3	w.b	w.b	PROPN
ajis02-2331	417	4	.	.	PROPN
ajis02-2331	417	5	,	,	PUNCT
ajis02-2331	417	6	metzler	metzler	PROPN
ajis02-2331	417	7	,	,	PUNCT
ajis02-2331	417	8	d.	d.	PROPN
ajis02-2331	417	9	&	&	CCONJ
ajis02-2331	417	10	strohman	strohman	NOUN
ajis02-2331	417	11	,	,	PUNCT
ajis02-2331	417	12	t.	t.	PROPN
ajis02-2331	417	13	(	(	PUNCT
ajis02-2331	417	14	2015	2015	NUM
ajis02-2331	417	15	)	)	PUNCT
ajis02-2331	417	16	.	.	PUNCT
ajis02-2331	418	1	search	search	NOUN
ajis02-2331	418	2	engines	engine	NOUN
ajis02-2331	418	3	–	–	PUNCT
ajis02-2331	418	4	information	information	NOUN
ajis02-2331	418	5	retrieval	retrieval	NOUN
ajis02-2331	418	6	in	in	ADP
ajis02-2331	418	7	practice	practice	NOUN
ajis02-2331	418	8	,	,	PUNCT
ajis02-2331	418	9	pearson	pearson	PROPN
ajis02-2331	418	10	education	education	PROPN
ajis02-2331	418	11	,	,	PUNCT
ajis02-2331	418	12	boston	boston	PROPN
ajis02-2331	418	13	,	,	PUNCT
ajis02-2331	418	14	usa	usa	PROPN
ajis02-2331	418	15	.	.	PROPN
ajis02-2331	418	16	dean	dean	PROPN
ajis02-2331	418	17	,	,	PUNCT
ajis02-2331	418	18	j.	j.	PROPN
ajis02-2331	418	19	2009	2009	NUM
ajis02-2331	418	20	.	.	PUNCT
ajis02-2331	419	1	challenges	challenge	NOUN
ajis02-2331	419	2	in	in	ADP
ajis02-2331	419	3	building	build	VERB
ajis02-2331	419	4	large	large	ADJ
ajis02-2331	419	5	-	-	PUNCT
ajis02-2331	419	6	scale	scale	NOUN
ajis02-2331	419	7	information	information	NOUN
ajis02-2331	419	8	retrieval	retrieval	NOUN
ajis02-2331	419	9	systems	system	NOUN
ajis02-2331	419	10	,	,	PUNCT
ajis02-2331	419	11	google	google	PROPN
ajis02-2331	419	12	,	,	PUNCT
ajis02-2331	419	13	acm	acm	PROPN
ajis02-2331	419	14	conference	conference	NOUN
ajis02-2331	419	15	series	series	PROPN
ajis02-2331	419	16	,	,	PUNCT
ajis02-2331	419	17	acm	acm	PROPN
ajis02-2331	419	18	international	international	ADJ
ajis02-2331	419	19	conference	conference	NOUN
ajis02-2331	419	20	on	on	ADP
ajis02-2331	419	21	web	web	NOUN
ajis02-2331	419	22	search	search	NOUN
ajis02-2331	419	23	and	and	CCONJ
ajis02-2331	419	24	data	datum	NOUN
ajis02-2331	419	25	mining	mining	NOUN
ajis02-2331	419	26	,	,	PUNCT
ajis02-2331	419	27	wsdm	wsdm	VERB
ajis02-2331	419	28	2009	2009	NUM
ajis02-2331	419	29	,	,	PUNCT
ajis02-2331	419	30	https://pdfs.semanticscholar.org/fc32/72302461b74217662085a8a05a5e500dbf05.pdf	https://pdfs.semanticscholar.org/fc32/72302461b74217662085a8a05a5e500dbf05.pdf	NOUN
ajis02-2331	419	31	dolog	dolog	NOUN
ajis02-2331	419	32	,	,	PUNCT
ajis02-2331	419	33	p.	p.	PROPN
ajis02-2331	419	34	&	&	CCONJ
ajis02-2331	419	35	nejdl	nejdl	PROPN
ajis02-2331	419	36	,	,	PUNCT
ajis02-2331	419	37	w.	w.	PROPN
ajis02-2331	419	38	(	(	PUNCT
ajis02-2331	419	39	2003	2003	NUM
ajis02-2331	419	40	)	)	PUNCT
ajis02-2331	419	41	.	.	PUNCT
ajis02-2331	420	1	challenges	challenge	NOUN
ajis02-2331	420	2	and	and	CCONJ
ajis02-2331	420	3	benefits	benefit	NOUN
ajis02-2331	420	4	of	of	ADP
ajis02-2331	420	5	the	the	DET
ajis02-2331	420	6	semantic	semantic	ADJ
ajis02-2331	420	7	web	web	NOUN
ajis02-2331	420	8	for	for	ADP
ajis02-2331	420	9	user	user	NOUN
ajis02-2331	420	10	modelling	modelling	NOUN
ajis02-2331	420	11	,	,	PUNCT
ajis02-2331	420	12	in	in	ADP
ajis02-2331	420	13	de	de	X
ajis02-2331	420	14	bra	bra	NOUN
ajis02-2331	420	15	,	,	PUNCT
ajis02-2331	420	16	p.	p.	PROPN
ajis02-2331	420	17	,	,	PUNCT
ajis02-2331	420	18	davis	davis	PROPN
ajis02-2331	420	19	,	,	PUNCT
ajis02-2331	420	20	h.	h.	PROPN
ajis02-2331	420	21	,	,	PUNCT
ajis02-2331	420	22	kay	kay	PROPN
ajis02-2331	420	23	,	,	PUNCT
ajis02-2331	420	24	j.	j.	PROPN
ajis02-2331	420	25	and	and	CCONJ
ajis02-2331	420	26	schraefel	schraefel	NOUN
ajis02-2331	420	27	,	,	PUNCT
ajis02-2331	420	28	m.	m.	NOUN
ajis02-2331	420	29	(	(	PUNCT
ajis02-2331	420	30	eds	ed	NOUN
ajis02-2331	420	31	.	.	PUNCT
ajis02-2331	420	32	)	)	PUNCT
ajis02-2331	420	33	proc	proc	NOUN
ajis02-2331	420	34	.	.	PUNCT
ajis02-2331	421	1	of	of	ADP
ajis02-2331	421	2	ah2003	ah2003	NOUN
ajis02-2331	421	3	:	:	PUNCT
ajis02-2331	421	4	workshop	workshop	NOUN
ajis02-2331	421	5	on	on	ADP
ajis02-2331	421	6	adaptive	adaptive	ADJ
ajis02-2331	421	7	hypermedia	hypermedia	NOUN
ajis02-2331	421	8	and	and	CCONJ
ajis02-2331	421	9	adaptive	adaptive	ADJ
ajis02-2331	421	10	web	web	NOUN
ajis02-2331	421	11	-	-	PUNCT
ajis02-2331	421	12	based	base	VERB
ajis02-2331	421	13	systems	system	NOUN
ajis02-2331	421	14	,	,	PUNCT
ajis02-2331	421	15	budapest	budapest	PROPN
ajis02-2331	421	16	,	,	PUNCT
ajis02-2331	421	17	hungary	hungary	PROPN
ajis02-2331	421	18	,	,	PUNCT
ajis02-2331	421	19	eindhoven	eindhoven	ADJ
ajis02-2331	421	20	university	university	NOUN
ajis02-2331	421	21	of	of	ADP
ajis02-2331	421	22	technology	technology	NOUN
ajis02-2331	421	23	,	,	PUNCT
ajis02-2331	421	24	pp	pp	PROPN
ajis02-2331	421	25	.	.	PUNCT
ajis02-2331	422	1	99	99	NUM
ajis02-2331	422	2	-	-	SYM
ajis02-2331	422	3	111	111	NUM
ajis02-2331	422	4	.	.	PUNCT
ajis02-2331	422	5	available	available	ADJ
ajis02-2331	422	6	online	online	ADV
ajis02-2331	422	7	at	at	ADP
ajis02-2331	422	8	:	:	PUNCT
ajis02-2331	422	9	<	<	X
ajis02-2331	422	10	http://wwwis.win.tue.nl/ah2003/proceedings/um-1/	http://wwwis.win.tue.nl/ah2003/proceedings/um-1/	X
ajis02-2331	422	11	>	>	X
ajis02-2331	422	12	.	.	PUNCT
ajis02-2331	423	1	elmasri	elmasri	PROPN
ajis02-2331	423	2	,	,	PUNCT
ajis02-2331	423	3	r.	r.	PROPN
ajis02-2331	423	4	,	,	PUNCT
ajis02-2331	423	5	&	&	CCONJ
ajis02-2331	423	6	navathe	navathe	PROPN
ajis02-2331	423	7	,	,	PUNCT
ajis02-2331	423	8	s.	s.	PROPN
ajis02-2331	423	9	(	(	PUNCT
ajis02-2331	423	10	2016	2016	NUM
ajis02-2331	423	11	)	)	PUNCT
ajis02-2331	423	12	.	.	PUNCT
ajis02-2331	424	1	fundamentals	fundamental	NOUN
ajis02-2331	424	2	of	of	ADP
ajis02-2331	424	3	database	database	NOUN
ajis02-2331	424	4	systems	system	NOUN
ajis02-2331	424	5	,	,	PUNCT
ajis02-2331	424	6	hoboken	hoboken	PROPN
ajis02-2331	424	7	,	,	PUNCT
ajis02-2331	424	8	nj	nj	PROPN
ajis02-2331	424	9	:	:	PUNCT
ajis02-2331	424	10	pearson	pearson	PROPN
ajis02-2331	424	11	,	,	PUNCT
ajis02-2331	424	12	usa	usa	PROPN
ajis02-2331	424	13	,	,	PUNCT
ajis02-2331	424	14	2016	2016	NUM
ajis02-2331	424	15	.	.	PUNCT
ajis02-2331	425	1	gartner	gartner	PROPN
ajis02-2331	425	2	,	,	PUNCT
ajis02-2331	425	3	(	(	PUNCT
ajis02-2331	425	4	2017	2017	NUM
ajis02-2331	425	5	)	)	PUNCT
ajis02-2331	425	6	.	.	PUNCT
ajis02-2331	426	1	"	"	PUNCT
ajis02-2331	426	2	insights	insight	NOUN
ajis02-2331	426	3	from	from	ADP
ajis02-2331	426	4	the	the	DET
ajis02-2331	426	5	2017	2017	NUM
ajis02-2331	426	6	gartner	gartner	PROPN
ajis02-2331	426	7	cio	cio	PROPN
ajis02-2331	426	8	agenda	agenda	PROPN
ajis02-2331	426	9	report	report	NOUN
ajis02-2331	426	10	:	:	PUNCT
ajis02-2331	426	11	seize	seize	VERB
ajis02-2331	426	12	the	the	DET
ajis02-2331	426	13	digital	digital	ADJ
ajis02-2331	426	14	ecosystem	ecosystem	NOUN
ajis02-2331	426	15	opportunity	opportunity	NOUN
ajis02-2331	426	16	,	,	PUNCT
ajis02-2331	426	17	"	"	PUNCT
ajis02-2331	426	18	2017	2017	NUM
ajis02-2331	426	19	.	.	PUNCT
ajis02-2331	427	1	gregory	gregory	PROPN
ajis02-2331	427	2	,	,	PUNCT
ajis02-2331	427	3	k.	k.	PROPN
ajis02-2331	427	4	m.	m.	PROPN
ajis02-2331	427	5	,	,	PUNCT
ajis02-2331	427	6	cousijn	cousijn	PROPN
ajis02-2331	427	7	,	,	PUNCT
ajis02-2331	427	8	h.	h.	PROPN
ajis02-2331	427	9	,	,	PUNCT
ajis02-2331	427	10	groth	groth	PROPN
ajis02-2331	427	11	,	,	PUNCT
ajis02-2331	427	12	p.	p.	PROPN
ajis02-2331	427	13	scharnhorst	scharnhorst	PROPN
ajis02-2331	427	14	,	,	PUNCT
ajis02-2331	427	15	a.	a.	PROPN
ajis02-2331	427	16	&	&	CCONJ
ajis02-2331	427	17	wyatt	wyatt	PROPN
ajis02-2331	427	18	.	.	PUNCT
ajis02-2331	428	1	s.	s.	PROPN
ajis02-2331	428	2	(	(	PUNCT
ajis02-2331	428	3	2019	2019	NUM
ajis02-2331	428	4	)	)	PUNCT
ajis02-2331	428	5	.	.	PUNCT
ajis02-2331	429	1	understanding	understand	VERB
ajis02-2331	429	2	data	datum	NOUN
ajis02-2331	429	3	search	search	NOUN
ajis02-2331	429	4	as	as	ADP
ajis02-2331	429	5	a	a	DET
ajis02-2331	429	6	socio	socio	NOUN
ajis02-2331	429	7	-	-	PUNCT
ajis02-2331	429	8	technical	technical	ADJ
ajis02-2331	429	9	practice	practice	NOUN
ajis02-2331	429	10	,	,	PUNCT
ajis02-2331	429	11	journal	journal	NOUN
ajis02-2331	429	12	of	of	ADP
ajis02-2331	429	13	information	information	NOUN
ajis02-2331	429	14	science	science	NOUN
ajis02-2331	429	15	.	.	PUNCT
ajis02-2331	430	1	https://doi.org/10.1177/0165551519837182	https://doi.org/10.1177/0165551519837182	X
ajis02-2331	430	2	haneef	haneef	PROPN
ajis02-2331	430	3	,	,	PUNCT
ajis02-2331	430	4	i.	i.	PROPN
ajis02-2331	430	5	,	,	PUNCT
ajis02-2331	430	6	munir	munir	PROPN
ajis02-2331	430	7	,	,	PUNCT
ajis02-2331	430	8	e.	e.	PROPN
ajis02-2331	430	9	u.	u.	PROPN
ajis02-2331	430	10	,	,	PUNCT
ajis02-2331	430	11	qaiser	qaiser	PROPN
ajis02-2331	430	12	,	,	PUNCT
ajis02-2331	430	13	g.	g.	PROPN
ajis02-2331	430	14	,	,	PUNCT
ajis02-2331	430	15	hafiz	hafiz	PROPN
ajis02-2331	430	16	gulfam	gulfam	PROPN
ajis02-2331	430	17	,	,	PUNCT
ajis02-2331	430	18	h.	h.	PROPN
ajis02-2331	430	19	&	&	CCONJ
ajis02-2331	430	20	ahmad	ahmad	PROPN
ajis02-2331	430	21	,	,	PUNCT
ajis02-2331	430	22	u.	u.	PROPN
ajis02-2331	430	23	(	(	PUNCT
ajis02-2331	430	24	2018	2018	NUM
ajis02-2331	430	25	)	)	PUNCT
ajis02-2331	430	26	.	.	PUNCT
ajis02-2331	431	1	big	big	ADJ
ajis02-2331	431	2	data	data	PROPN
ajis02-2331	431	3	retrieval	retrieval	NOUN
ajis02-2331	431	4	:	:	PUNCT
ajis02-2331	431	5	taxonomy	taxonomy	NOUN
ajis02-2331	431	6	,	,	PUNCT
ajis02-2331	431	7	techniques	technique	NOUN
ajis02-2331	431	8	and	and	CCONJ
ajis02-2331	431	9	feature	feature	NOUN
ajis02-2331	431	10	analysis	analysis	NOUN
ajis02-2331	431	11	,	,	PUNCT
ajis02-2331	431	12	ijcsns	ijcsns	ADJ
ajis02-2331	431	13	international	international	ADJ
ajis02-2331	431	14	journal	journal	NOUN
ajis02-2331	431	15	of	of	ADP
ajis02-2331	431	16	computer	computer	NOUN
ajis02-2331	431	17	science	science	NOUN
ajis02-2331	431	18	and	and	CCONJ
ajis02-2331	431	19	network	network	NOUN
ajis02-2331	431	20	security	security	NOUN
ajis02-2331	431	21	,	,	PUNCT
ajis02-2331	431	22	18	18	NUM
ajis02-2331	431	23	(	(	PUNCT
ajis02-2331	431	24	11	11	NUM
ajis02-2331	431	25	)	)	PUNCT
ajis02-2331	431	26	.	.	PUNCT
ajis02-2331	432	1	australasian	australasian	ADJ
ajis02-2331	432	2	journal	journal	NOUN
ajis02-2331	432	3	of	of	ADP
ajis02-2331	432	4	information	information	NOUN
ajis02-2331	432	5	systems	systems	PROPN
ajis02-2331	432	6	zhu	zhu	PROPN
ajis02-2331	432	7	,	,	PUNCT
ajis02-2331	432	8	nimmagadda	nimmagadda	NOUN
ajis02-2331	432	9	,	,	PUNCT
ajis02-2331	432	10	reiners	reiner	NOUN
ajis02-2331	432	11	&	&	CCONJ
ajis02-2331	432	12	rudra	rudra	PROPN
ajis02-2331	432	13	2020	2020	NUM
ajis02-2331	432	14	,	,	PUNCT
ajis02-2331	432	15	vol	vol	NOUN
ajis02-2331	432	16	24	24	NUM
ajis02-2331	432	17	,	,	PUNCT
ajis02-2331	432	18	research	research	NOUN
ajis02-2331	432	19	article	article	NOUN
ajis02-2331	432	20	integrated	integrate	VERB
ajis02-2331	432	21	search	search	NOUN
ajis02-2331	432	22	framework	framework	NOUN
ajis02-2331	432	23	for	for	ADP
ajis02-2331	432	24	the	the	DET
ajis02-2331	432	25	knowledge	knowledge	NOUN
ajis02-2331	432	26	-	-	PUNCT
ajis02-2331	432	27	based	base	VERB
ajis02-2331	432	28	web	web	NOUN
ajis02-2331	432	29	ecosystem	ecosystem	NOUN
ajis02-2331	432	30	22	22	PROPN
ajis02-2331	432	31	hernandez	hernandez	PROPN
ajis02-2331	432	32	,	,	PUNCT
ajis02-2331	432	33	n.	n.	PROPN
ajis02-2331	432	34	mothe	mothe	PROPN
ajis02-2331	432	35	,	,	PUNCT
ajis02-2331	432	36	j.	j.	PROPN
ajis02-2331	432	37	,	,	PUNCT
ajis02-2331	432	38	chrisment	chrisment	PROPN
ajis02-2331	432	39	,	,	PUNCT
ajis02-2331	432	40	c.	c.	PROPN
ajis02-2331	432	41	,	,	PUNCT
ajis02-2331	432	42	&	&	CCONJ
ajis02-2331	432	43	egret	egret	PROPN
ajis02-2331	432	44	,	,	PUNCT
ajis02-2331	432	45	d.	d.	PROPN
ajis02-2331	432	46	(	(	PUNCT
ajis02-2331	432	47	2007	2007	NUM
ajis02-2331	432	48	)	)	PUNCT
ajis02-2331	432	49	.	.	PUNCT
ajis02-2331	433	1	modeling	model	VERB
ajis02-2331	433	2	context	context	NOUN
ajis02-2331	433	3	through	through	ADP
ajis02-2331	433	4	domain	domain	NOUN
ajis02-2331	433	5	ontologies	ontology	NOUN
ajis02-2331	433	6	,	,	PUNCT
ajis02-2331	433	7	information	information	NOUN
ajis02-2331	433	8	retrieval	retrieval	NOUN
ajis02-2331	433	9	journal	journal	PROPN
ajis02-2331	433	10	(	(	PUNCT
ajis02-2331	433	11	2007	2007	NUM
ajis02-2331	433	12	)	)	PUNCT
ajis02-2331	433	13	10:143–172	10:143–172	NUM
ajis02-2331	433	14	,	,	PUNCT
ajis02-2331	433	15	https://doi	https://doi	PROPN
ajis02-2331	433	16	10.1007	10.1007	NUM
ajis02-2331	433	17	/	/	SYM
ajis02-2331	433	18	s10791	s10791	PROPN
ajis02-2331	433	19	-	-	PUNCT
ajis02-2331	433	20	0069018	0069018	NUM
ajis02-2331	433	21	-	-	SYM
ajis02-2331	433	22	0	0	NUM
ajis02-2331	433	23	järvelin	järvelin	PROPN
ajis02-2331	433	24	,	,	PUNCT
ajis02-2331	433	25	k.	k.	PROPN
ajis02-2331	433	26	(	(	PUNCT
ajis02-2331	433	27	2007	2007	NUM
ajis02-2331	433	28	)	)	PUNCT
ajis02-2331	433	29	.	.	PUNCT
ajis02-2331	434	1	an	an	DET
ajis02-2331	434	2	analysis	analysis	NOUN
ajis02-2331	434	3	of	of	ADP
ajis02-2331	434	4	two	two	NUM
ajis02-2331	434	5	approaches	approach	NOUN
ajis02-2331	434	6	in	in	ADP
ajis02-2331	434	7	information	information	NOUN
ajis02-2331	434	8	retrieval	retrieval	NOUN
ajis02-2331	434	9	:	:	PUNCT
ajis02-2331	434	10	from	from	ADP
ajis02-2331	434	11	frameworks	framework	NOUN
ajis02-2331	434	12	to	to	PART
ajis02-2331	434	13	study	study	VERB
ajis02-2331	434	14	designs	design	NOUN
ajis02-2331	434	15	,	,	PUNCT
ajis02-2331	434	16	journal	journal	NOUN
ajis02-2331	434	17	of	of	ADP
ajis02-2331	434	18	the	the	DET
ajis02-2331	434	19	american	american	ADJ
ajis02-2331	434	20	society	society	NOUN
ajis02-2331	434	21	for	for	ADP
ajis02-2331	434	22	information	information	NOUN
ajis02-2331	434	23	science	science	NOUN
ajis02-2331	434	24	and	and	CCONJ
ajis02-2331	434	25	technology	technology	NOUN
ajis02-2331	434	26	,	,	PUNCT
ajis02-2331	434	27	58	58	NUM
ajis02-2331	434	28	(	(	PUNCT
ajis02-2331	434	29	7	7	NUM
ajis02-2331	434	30	)	)	PUNCT
ajis02-2331	434	31	,	,	PUNCT
ajis02-2331	434	32	https://doi.org/10.1002/asi.20589	https://doi.org/10.1002/asi.20589	PROPN
ajis02-2331	434	33	jung	jung	PROPN
ajis02-2331	434	34	,	,	PUNCT
ajis02-2331	434	35	j.	j.	PROPN
ajis02-2331	434	36	j.	j.	PROPN
ajis02-2331	434	37	(	(	PUNCT
ajis02-2331	434	38	2007	2007	NUM
ajis02-2331	434	39	)	)	PUNCT
ajis02-2331	434	40	.	.	PUNCT
ajis02-2331	435	1	ontological	ontological	ADJ
ajis02-2331	435	2	framework	framework	NOUN
ajis02-2331	435	3	based	base	VERB
ajis02-2331	435	4	on	on	ADP
ajis02-2331	435	5	contextual	contextual	ADJ
ajis02-2331	435	6	mediation	mediation	NOUN
ajis02-2331	435	7	for	for	ADP
ajis02-2331	435	8	collaborative	collaborative	ADJ
ajis02-2331	435	9	information	information	NOUN
ajis02-2331	435	10	retrieval	retrieval	NOUN
ajis02-2331	435	11	,	,	PUNCT
ajis02-2331	435	12	information	information	NOUN
ajis02-2331	435	13	retrieval	retrieval	NOUN
ajis02-2331	435	14	journal	journal	PROPN
ajis02-2331	435	15	(	(	PUNCT
ajis02-2331	435	16	2007	2007	NUM
ajis02-2331	435	17	)	)	PUNCT
ajis02-2331	435	18	10:85–109	10:85–109	NUM
ajis02-2331	435	19	.	.	PUNCT
ajis02-2331	436	1	https://doi	https://doi	ADJ
ajis02-2331	436	2	10.1007	10.1007	NUM
ajis02-2331	436	3	/	/	SYM
ajis02-2331	436	4	s10791	s10791	NOUN
ajis02-2331	436	5	-	-	PUNCT
ajis02-2331	436	6	006	006	NUM
ajis02-2331	436	7	-	-	PUNCT
ajis02-2331	436	8	9013	9013	NUM
ajis02-2331	436	9	karanam	karanam	NOUN
ajis02-2331	436	10	,	,	PUNCT
ajis02-2331	436	11	s.	s.	PROPN
ajis02-2331	436	12	,	,	PUNCT
ajis02-2331	436	13	jorge	jorge	NOUN
ajis02-2331	436	14	-	-	PUNCT
ajis02-2331	436	15	botana	botana	PROPN
ajis02-2331	436	16	,	,	PUNCT
ajis02-2331	436	17	g.	g.	PROPN
ajis02-2331	436	18	,	,	PUNCT
ajis02-2331	436	19	olmos	olmos	PROPN
ajis02-2331	436	20	,	,	PUNCT
ajis02-2331	436	21	r.	r.	PROPN
ajis02-2331	436	22	&	&	CCONJ
ajis02-2331	436	23	oostendorp	oostendorp	PROPN
ajis02-2331	436	24	,	,	PUNCT
ajis02-2331	436	25	h.	h.	PROPN
ajis02-2331	436	26	v.	v.	PROPN
ajis02-2331	436	27	(	(	PUNCT
ajis02-2331	436	28	2017	2017	NUM
ajis02-2331	436	29	)	)	PUNCT
ajis02-2331	436	30	.	.	PUNCT
ajis02-2331	437	1	the	the	DET
ajis02-2331	437	2	role	role	NOUN
ajis02-2331	437	3	of	of	ADP
ajis02-2331	437	4	domain	domain	NOUN
ajis02-2331	437	5	knowledge	knowledge	NOUN
ajis02-2331	437	6	in	in	ADP
ajis02-2331	437	7	cognitive	cognitive	ADJ
ajis02-2331	437	8	modelling	modelling	NOUN
ajis02-2331	437	9	of	of	ADP
ajis02-2331	437	10	information	information	NOUN
ajis02-2331	437	11	search	search	NOUN
ajis02-2331	437	12	,	,	PUNCT
ajis02-2331	437	13	information	information	NOUN
ajis02-2331	437	14	retrieval	retrieval	NOUN
ajis02-2331	437	15	journal	journal	NOUN
ajis02-2331	437	16	(	(	PUNCT
ajis02-2331	437	17	2017	2017	NUM
ajis02-2331	437	18	)	)	PUNCT
ajis02-2331	437	19	,	,	PUNCT
ajis02-2331	437	20	20:456–479	20:456–479	NUM
ajis02-2331	437	21	.	.	PUNCT
ajis02-2331	438	1	https://doi	https://doi	ADJ
ajis02-2331	438	2	10.1007	10.1007	NUM
ajis02-2331	438	3	/	/	SYM
ajis02-2331	438	4	s10791	s10791	NOUN
ajis02-2331	438	5	-	-	PUNCT
ajis02-2331	438	6	017	017	NUM
ajis02-2331	438	7	-	-	PUNCT
ajis02-2331	438	8	9308	9308	NUM
ajis02-2331	438	9	-	-	PUNCT
ajis02-2331	438	10	8	8	NUM
ajis02-2331	438	11	koopman	koopman	PROPN
ajis02-2331	438	12	,	,	PUNCT
ajis02-2331	438	13	b.	b.	PROPN
ajis02-2331	438	14	,	,	PUNCT
ajis02-2331	438	15	zuccon	zuccon	PROPN
ajis02-2331	438	16	,	,	PUNCT
ajis02-2331	438	17	g.	g.	PROPN
ajis02-2331	438	18	,	,	PUNCT
ajis02-2331	438	19	bruza	bruza	NOUN
ajis02-2331	438	20	,	,	PUNCT
ajis02-2331	438	21	p.	p.	PROPN
ajis02-2331	438	22	sitbon	sitbon	PROPN
ajis02-2331	438	23	,	,	PUNCT
ajis02-2331	438	24	l.	l.	PROPN
ajis02-2331	438	25	&	&	CCONJ
ajis02-2331	438	26	lawley	lawley	PROPN
ajis02-2331	438	27	,	,	PUNCT
ajis02-2331	438	28	m.	m.	NOUN
ajis02-2331	438	29	(	(	PUNCT
ajis02-2331	438	30	2016	2016	NUM
ajis02-2331	438	31	)	)	PUNCT
ajis02-2331	438	32	.	.	PUNCT
ajis02-2331	439	1	information	information	NOUN
ajis02-2331	439	2	retrieval	retrieval	NOUN
ajis02-2331	439	3	as	as	ADP
ajis02-2331	439	4	semantic	semantic	ADJ
ajis02-2331	439	5	inference	inference	NOUN
ajis02-2331	439	6	:	:	PUNCT
ajis02-2331	439	7	a	a	DET
ajis02-2331	439	8	graph	graph	NOUN
ajis02-2331	439	9	inference	inference	NOUN
ajis02-2331	439	10	model	model	NOUN
ajis02-2331	439	11	applied	apply	VERB
ajis02-2331	439	12	to	to	ADP
ajis02-2331	439	13	medical	medical	ADJ
ajis02-2331	439	14	search	search	NOUN
ajis02-2331	439	15	,	,	PUNCT
ajis02-2331	439	16	information	information	NOUN
ajis02-2331	439	17	retrieval	retrieval	NOUN
ajis02-2331	439	18	journal	journal	PROPN
ajis02-2331	439	19	(	(	PUNCT
ajis02-2331	439	20	2016	2016	NUM
ajis02-2331	439	21	)	)	PUNCT
ajis02-2331	439	22	19:6–37	19:6–37	NOUN
ajis02-2331	439	23	.	.	PUNCT
ajis02-2331	440	1	https://doi	https://doi	ADJ
ajis02-2331	440	2	10.1007	10.1007	NUM
ajis02-2331	440	3	/	/	SYM
ajis02-2331	440	4	s10791	s10791	PROPN
ajis02-2331	440	5	-	-	PUNCT
ajis02-2331	440	6	015	015	NUM
ajis02-2331	440	7	-	-	PUNCT
ajis02-2331	440	8	9268	9268	NUM
ajis02-2331	440	9	-	-	SYM
ajis02-2331	440	10	9	9	NUM
ajis02-2331	440	11	kumar	kumar	PROPN
ajis02-2331	440	12	,	,	PUNCT
ajis02-2331	440	13	s.	s.	PROPN
ajis02-2331	440	14	s.	s.	PROPN
ajis02-2331	440	15	,	,	PUNCT
ajis02-2331	440	16	mahapatra	mahapatra	PROPN
ajis02-2331	440	17	,	,	PUNCT
ajis02-2331	440	18	d.	d.	PROPN
ajis02-2331	440	19	p.	p.	PROPN
ajis02-2331	440	20	&	&	CCONJ
ajis02-2331	440	21	balabantaray	balabantaray	PROPN
ajis02-2331	440	22	,	,	PUNCT
ajis02-2331	440	23	r.	r.	PROPN
ajis02-2331	440	24	c.	c.	PROPN
ajis02-2331	440	25	(	(	PUNCT
ajis02-2331	440	26	2016	2016	NUM
ajis02-2331	440	27	)	)	PUNCT
ajis02-2331	440	28	.	.	PUNCT
ajis02-2331	441	1	challenges	challenge	NOUN
ajis02-2331	441	2	for	for	ADP
ajis02-2331	441	3	information	information	NOUN
ajis02-2331	441	4	retrieval	retrieval	NOUN
ajis02-2331	441	5	in	in	ADP
ajis02-2331	441	6	big	big	ADJ
ajis02-2331	441	7	data	datum	NOUN
ajis02-2331	441	8	:	:	PUNCT
ajis02-2331	441	9	product	product	NOUN
ajis02-2331	441	10	review	review	NOUN
ajis02-2331	441	11	context	context	NOUN
ajis02-2331	441	12	,	,	PUNCT
ajis02-2331	441	13	international	international	ADJ
ajis02-2331	441	14	journal	journal	NOUN
ajis02-2331	441	15	of	of	ADP
ajis02-2331	441	16	computer	computer	NOUN
ajis02-2331	441	17	applications	application	NOUN
ajis02-2331	441	18	(	(	PUNCT
ajis02-2331	441	19	0975	0975	NUM
ajis02-2331	441	20	–	–	PUNCT
ajis02-2331	441	21	8887	8887	NUM
ajis02-2331	441	22	)	)	PUNCT
ajis02-2331	441	23	,	,	PUNCT
ajis02-2331	441	24	136	136	NUM
ajis02-2331	441	25	(	(	PUNCT
ajis02-2331	441	26	3	3	NUM
ajis02-2331	441	27	)	)	PUNCT
ajis02-2331	441	28	,	,	PUNCT
ajis02-2331	441	29	february	february	PROPN
ajis02-2331	441	30	2016	2016	NUM
ajis02-2331	441	31	.	.	PUNCT
ajis02-2331	442	1	liu	liu	PROPN
ajis02-2331	442	2	,	,	PUNCT
ajis02-2331	442	3	y.	y.	PROPN
ajis02-2331	442	4	,	,	PUNCT
ajis02-2331	442	5	liu	liu	PROPN
ajis02-2331	442	6	,	,	PUNCT
ajis02-2331	442	7	t.	t.	PROPN
ajis02-2331	442	8	y.	y.	PROPN
ajis02-2331	442	9	,	,	PUNCT
ajis02-2331	442	10	gao	gao	PROPN
ajis02-2331	442	11	,	,	PUNCT
ajis02-2331	442	12	b.	b.	PROPN
ajis02-2331	442	13	,	,	PUNCT
ajis02-2331	442	14	ma	ma	PROPN
ajis02-2331	442	15	,	,	PUNCT
ajis02-2331	442	16	z.	z.	PROPN
ajis02-2331	442	17	&	&	CCONJ
ajis02-2331	442	18	li	li	PROPN
ajis02-2331	442	19	,	,	PUNCT
ajis02-2331	442	20	h.	h.	PROPN
ajis02-2331	442	21	(	(	PUNCT
ajis02-2331	442	22	2010	2010	NUM
ajis02-2331	442	23	)	)	PUNCT
ajis02-2331	442	24	.	.	PUNCT
ajis02-2331	443	1	a	a	DET
ajis02-2331	443	2	framework	framework	NOUN
ajis02-2331	443	3	to	to	PART
ajis02-2331	443	4	compute	compute	VERB
ajis02-2331	443	5	page	page	NOUN
ajis02-2331	443	6	importance	importance	NOUN
ajis02-2331	443	7	based	base	VERB
ajis02-2331	443	8	on	on	ADP
ajis02-2331	443	9	user	user	NOUN
ajis02-2331	443	10	behaviours	behaviour	NOUN
ajis02-2331	443	11	,	,	PUNCT
ajis02-2331	443	12	information	information	NOUN
ajis02-2331	443	13	retrieval	retrieval	NOUN
ajis02-2331	443	14	journal	journal	PROPN
ajis02-2331	443	15	(	(	PUNCT
ajis02-2331	443	16	2010	2010	NUM
ajis02-2331	443	17	)	)	PUNCT
ajis02-2331	443	18	13:22–45	13:22–45	PROPN
ajis02-2331	443	19	.	.	PUNCT
ajis02-2331	444	1	https://doi	https://doi	ADJ
ajis02-2331	444	2	10.1007	10.1007	NUM
ajis02-2331	444	3	/	/	SYM
ajis02-2331	444	4	s10791	s10791	PROPN
ajis02-2331	444	5	-	-	PUNCT
ajis02-2331	444	6	009	009	NUM
ajis02-2331	444	7	-	-	PUNCT
ajis02-2331	444	8	9098	9098	NUM
ajis02-2331	444	9	-	-	SYM
ajis02-2331	444	10	8	8	NUM
ajis02-2331	444	11	manning	manning	NOUN
ajis02-2331	444	12	,	,	PUNCT
ajis02-2331	444	13	c.	c.	PROPN
ajis02-2331	444	14	d.	d.	PROPN
ajis02-2331	444	15	raghavan	raghavan	PROPN
ajis02-2331	444	16	,	,	PUNCT
ajis02-2331	444	17	p.	p.	PROPN
ajis02-2331	444	18	&	&	CCONJ
ajis02-2331	444	19	schütze	schütze	PROPN
ajis02-2331	444	20	,	,	PUNCT
ajis02-2331	444	21	h.	h.	PROPN
ajis02-2331	444	22	(	(	PUNCT
ajis02-2331	444	23	2009	2009	NUM
ajis02-2331	444	24	)	)	PUNCT
ajis02-2331	444	25	.	.	PUNCT
ajis02-2331	445	1	introduction	introduction	NOUN
ajis02-2331	445	2	to	to	ADP
ajis02-2331	445	3	information	information	NOUN
ajis02-2331	445	4	retrieval	retrieval	NOUN
ajis02-2331	445	5	,	,	PUNCT
ajis02-2331	445	6	cambridge	cambridge	PROPN
ajis02-2331	445	7	:	:	PUNCT
ajis02-2331	445	8	cambridge	cambridge	PROPN
ajis02-2331	445	9	university	university	PROPN
ajis02-2331	445	10	press	press	PROPN
ajis02-2331	445	11	,	,	PUNCT
ajis02-2331	445	12	new	new	PROPN
ajis02-2331	445	13	york	york	PROPN
ajis02-2331	445	14	,	,	PUNCT
ajis02-2331	445	15	ny	ny	PROPN
ajis02-2331	445	16	,	,	PUNCT
ajis02-2331	445	17	usa	usa	PROPN
ajis02-2331	445	18	,	,	PUNCT
ajis02-2331	445	19	2009	2009	NUM
ajis02-2331	445	20	.	.	PUNCT
ajis02-2331	446	1	mccandless	mccandless	PROPN
ajis02-2331	446	2	,	,	PUNCT
ajis02-2331	446	3	m.	m.	NOUN
ajis02-2331	446	4	,	,	PUNCT
ajis02-2331	446	5	hatcher	hatcher	PROPN
ajis02-2331	446	6	,	,	PUNCT
ajis02-2331	446	7	e.	e.	PROPN
ajis02-2331	446	8	&	&	CCONJ
ajis02-2331	446	9	gospodnetić	gospodnetić	PROPN
ajis02-2331	446	10	,	,	PUNCT
ajis02-2331	446	11	o.	o.	PROPN
ajis02-2331	446	12	(	(	PUNCT
ajis02-2331	446	13	2010	2010	NUM
ajis02-2331	446	14	)	)	PUNCT
ajis02-2331	446	15	.	.	PUNCT
ajis02-2331	447	1	lucene	lucene	PROPN
ajis02-2331	447	2	in	in	ADP
ajis02-2331	447	3	action	action	NOUN
ajis02-2331	447	4	,	,	PUNCT
ajis02-2331	447	5	2nd	2nd	PROPN
ajis02-2331	447	6	,	,	PUNCT
ajis02-2331	447	7	greenwich	greenwich	PROPN
ajis02-2331	447	8	:	:	PUNCT
ajis02-2331	447	9	manning	man	VERB
ajis02-2331	447	10	publications	publication	NOUN
ajis02-2331	447	11	.	.	PUNCT
ajis02-2331	447	12	mccreadie	mccreadie	PROPN
ajis02-2331	447	13	,	,	PUNCT
ajis02-2331	447	14	r.	r.	PROPN
ajis02-2331	447	15	,	,	PUNCT
ajis02-2331	447	16	macdonald	macdonald	PROPN
ajis02-2331	447	17	,	,	PUNCT
ajis02-2331	447	18	c.	c.	PROPN
ajis02-2331	447	19	&	&	CCONJ
ajis02-2331	447	20	ounis	ounis	PROPN
ajis02-2331	447	21	,	,	PUNCT
ajis02-2331	447	22	l.	l.	PROPN
ajis02-2331	447	23	(	(	PUNCT
ajis02-2331	447	24	2012	2012	NUM
ajis02-2331	447	25	)	)	PUNCT
ajis02-2331	447	26	.	.	PUNCT
ajis02-2331	448	1	mapreduce	mapreduce	NOUN
ajis02-2331	448	2	indexing	indexing	NOUN
ajis02-2331	448	3	strategies	strategy	NOUN
ajis02-2331	448	4	:	:	PUNCT
ajis02-2331	448	5	studying	study	VERB
ajis02-2331	448	6	scalability	scalability	NOUN
ajis02-2331	448	7	and	and	CCONJ
ajis02-2331	448	8	efficiency	efficiency	NOUN
ajis02-2331	448	9	,	,	PUNCT
ajis02-2331	448	10	information	information	NOUN
ajis02-2331	448	11	processing	processing	NOUN
ajis02-2331	448	12	&	&	CCONJ
ajis02-2331	448	13	management	management	NOUN
ajis02-2331	448	14	,	,	PUNCT
ajis02-2331	448	15	48	48	NUM
ajis02-2331	448	16	(	(	PUNCT
ajis02-2331	448	17	5	5	NUM
ajis02-2331	448	18	)	)	PUNCT
ajis02-2331	448	19	,	,	PUNCT
ajis02-2331	448	20	september	september	PROPN
ajis02-2331	448	21	2012	2012	NUM
ajis02-2331	448	22	,	,	PUNCT
ajis02-2331	448	23	873	873	NUM
ajis02-2331	448	24	-	-	SYM
ajis02-2331	448	25	888	888	NUM
ajis02-2331	448	26	.	.	PUNCT
ajis02-2331	449	1	https://doi.org/10.1016/j.ipm.2010.12.003	https://doi.org/10.1016/j.ipm.2010.12.003	PROPN
ajis02-2331	449	2	meng	meng	PROPN
ajis02-2331	449	3	,	,	PUNCT
ajis02-2331	449	4	w.	w.	PROPN
ajis02-2331	449	5	,	,	PUNCT
ajis02-2331	449	6	yu	yu	PROPN
ajis02-2331	449	7	,	,	PUNCT
ajis02-2331	449	8	c.	c.	PROPN
ajis02-2331	449	9	&	&	CCONJ
ajis02-2331	449	10	liu	liu	PROPN
ajis02-2331	449	11	,	,	PUNCT
ajis02-2331	449	12	k.	k.	PROPN
ajis02-2331	449	13	l.	l.	PROPN
ajis02-2331	449	14	(	(	PUNCT
ajis02-2331	449	15	2000	2000	NUM
ajis02-2331	449	16	)	)	PUNCT
ajis02-2331	449	17	.	.	PUNCT
ajis02-2331	450	1	building	build	VERB
ajis02-2331	450	2	efficient	efficient	ADJ
ajis02-2331	450	3	and	and	CCONJ
ajis02-2331	450	4	effective	effective	ADJ
ajis02-2331	450	5	metasearch	metasearch	NOUN
ajis02-2331	450	6	engines	engine	NOUN
ajis02-2331	450	7	,	,	PUNCT
ajis02-2331	450	8	"	"	PUNCT
ajis02-2331	450	9	acm	acm	PROPN
ajis02-2331	450	10	computing	computing	NOUN
ajis02-2331	450	11	surveys	survey	NOUN
ajis02-2331	450	12	,	,	PUNCT
ajis02-2331	450	13	34	34	NUM
ajis02-2331	450	14	(	(	PUNCT
ajis02-2331	450	15	1	1	NUM
ajis02-2331	450	16	)	)	PUNCT
ajis02-2331	450	17	,	,	PUNCT
ajis02-2331	450	18	48	48	NUM
ajis02-2331	450	19	-	-	SYM
ajis02-2331	450	20	89	89	NUM
ajis02-2331	450	21	.	.	PUNCT
ajis02-2331	451	1	mizzaro	mizzaro	NOUN
ajis02-2331	451	2	,	,	PUNCT
ajis02-2331	451	3	s.	s.	PROPN
ajis02-2331	451	4	(	(	PUNCT
ajis02-2331	451	5	1997	1997	NUM
ajis02-2331	451	6	)	)	PUNCT
ajis02-2331	451	7	.	.	PUNCT
ajis02-2331	452	1	"	"	PUNCT
ajis02-2331	452	2	relevance	relevance	NOUN
ajis02-2331	452	3	:	:	PUNCT
ajis02-2331	452	4	the	the	DET
ajis02-2331	452	5	whole	whole	ADJ
ajis02-2331	452	6	history	history	NOUN
ajis02-2331	452	7	,	,	PUNCT
ajis02-2331	452	8	"	"	PUNCT
ajis02-2331	452	9	journal	journal	NOUN
ajis02-2331	452	10	of	of	ADP
ajis02-2331	452	11	the	the	DET
ajis02-2331	452	12	american	american	ADJ
ajis02-2331	452	13	society	society	NOUN
ajis02-2331	452	14	for	for	ADP
ajis02-2331	452	15	information	information	NOUN
ajis02-2331	452	16	science	science	NOUN
ajis02-2331	452	17	48	48	NUM
ajis02-2331	452	18	,	,	PUNCT
ajis02-2331	452	19	810	810	NUM
ajis02-2331	452	20	-	-	SYM
ajis02-2331	452	21	832	832	NUM
ajis02-2331	452	22	.	.	PUNCT
ajis02-2331	453	1	moore	moore	PROPN
ajis02-2331	453	2	,	,	PUNCT
ajis02-2331	453	3	r.	r.	PROPN
ajis02-2331	453	4	,	,	PUNCT
ajis02-2331	453	5	seedat	seedat	PROPN
ajis02-2331	453	6	,	,	PUNCT
ajis02-2331	453	7	y.	y.	PROPN
ajis02-2331	453	8	,	,	PUNCT
ajis02-2331	453	9	&	&	CCONJ
ajis02-2331	453	10	chen	chen	PROPN
ajis02-2331	453	11	,	,	PUNCT
ajis02-2331	453	12	j.	j.	PROPN
ajis02-2331	453	13	y.	y.	PROPN
ajis02-2331	453	14	j.	j.	PROPN
ajis02-2331	453	15	(	(	PUNCT
ajis02-2331	453	16	2018	2018	NUM
ajis02-2331	453	17	)	)	PUNCT
ajis02-2331	453	18	.	.	PUNCT
ajis02-2331	454	1	south	south	PROPN
ajis02-2331	454	2	africa	africa	PROPN
ajis02-2331	454	3	:	:	PUNCT
ajis02-2331	454	4	winning	win	VERB
ajis02-2331	454	5	with	with	ADP
ajis02-2331	454	6	digital	digital	ADJ
ajis02-2331	454	7	platforms	platform	NOUN
ajis02-2331	454	8	,	,	PUNCT
ajis02-2331	454	9	accenture	accenture	NOUN
ajis02-2331	454	10	,	,	PUNCT
ajis02-2331	454	11	2018	2018	NUM
ajis02-2331	454	12	.	.	PUNCT
ajis02-2331	455	1	pitkow	pitkow	PROPN
ajis02-2331	455	2	,	,	PUNCT
ajis02-2331	455	3	j.	j.	PROPN
ajis02-2331	455	4	schütze	schütze	PROPN
ajis02-2331	455	5	,	,	PUNCT
ajis02-2331	455	6	h.	h.	PROPN
ajis02-2331	455	7	cass	cass	PROPN
ajis02-2331	455	8	,	,	PUNCT
ajis02-2331	455	9	t.	t.	PROPN
ajis02-2331	455	10	cooley	cooley	PROPN
ajis02-2331	455	11	,	,	PUNCT
ajis02-2331	455	12	r.	r.	PROPN
ajis02-2331	455	13	,	,	PUNCT
ajis02-2331	455	14	turnbull	turnbull	PROPN
ajis02-2331	455	15	,	,	PUNCT
ajis02-2331	455	16	d.	d.	PROPN
ajis02-2331	455	17	edmonds	edmonds	PROPN
ajis02-2331	455	18	,	,	PUNCT
ajis02-2331	455	19	a.	a.	PROPN
ajis02-2331	455	20	adar	adar	PROPN
ajis02-2331	455	21	,	,	PUNCT
ajis02-2331	455	22	e.	e.	PROPN
ajis02-2331	455	23	&	&	CCONJ
ajis02-2331	455	24	breuel	breuel	PROPN
ajis02-2331	455	25	,	,	PUNCT
ajis02-2331	455	26	t.	t.	PROPN
ajis02-2331	455	27	(	(	PUNCT
ajis02-2331	455	28	2002	2002	NUM
ajis02-2331	455	29	)	)	PUNCT
ajis02-2331	455	30	.	.	PUNCT
ajis02-2331	456	1	personalized	personalized	ADJ
ajis02-2331	456	2	search	search	NOUN
ajis02-2331	456	3	:	:	PUNCT
ajis02-2331	456	4	a	a	DET
ajis02-2331	456	5	contextual	contextual	ADJ
ajis02-2331	456	6	computing	computing	NOUN
ajis02-2331	456	7	approach	approach	NOUN
ajis02-2331	456	8	may	may	AUX
ajis02-2331	456	9	prove	prove	VERB
ajis02-2331	456	10	a	a	DET
ajis02-2331	456	11	breakthrough	breakthrough	NOUN
ajis02-2331	456	12	in	in	ADP
ajis02-2331	456	13	personalized	personalized	ADJ
ajis02-2331	456	14	search	search	NOUN
ajis02-2331	456	15	efficiency	efficiency	NOUN
ajis02-2331	456	16	,	,	PUNCT
ajis02-2331	456	17	"	"	PUNCT
ajis02-2331	456	18	communications	communication	NOUN
ajis02-2331	456	19	of	of	ADP
ajis02-2331	456	20	the	the	DET
ajis02-2331	456	21	acm	acm	NOUN
ajis02-2331	456	22	,	,	PUNCT
ajis02-2331	456	23	45	45	NUM
ajis02-2331	456	24	(	(	PUNCT
ajis02-2331	456	25	9	9	NUM
ajis02-2331	456	26	)	)	PUNCT
ajis02-2331	456	27	,	,	PUNCT
ajis02-2331	456	28	5055	5055	NUM
ajis02-2331	456	29	.	.	PUNCT
ajis02-2331	457	1	qin	qin	PROPN
ajis02-2331	457	2	,	,	PUNCT
ajis02-2331	457	3	t.	t.	PROPN
ajis02-2331	457	4	,	,	PUNCT
ajis02-2331	457	5	liu	liu	PROPN
ajis02-2331	457	6	,	,	PUNCT
ajis02-2331	457	7	t.	t.	PROPN
ajis02-2331	457	8	y.	y.	PROPN
ajis02-2331	457	9	&	&	CCONJ
ajis02-2331	457	10	li	li	PROPN
ajis02-2331	457	11	,	,	PUNCT
ajis02-2331	457	12	h.	h.	PROPN
ajis02-2331	457	13	(	(	PUNCT
ajis02-2331	457	14	2010	2010	NUM
ajis02-2331	457	15	)	)	PUNCT
ajis02-2331	457	16	.	.	PUNCT
ajis02-2331	458	1	a	a	DET
ajis02-2331	458	2	general	general	ADJ
ajis02-2331	458	3	approximation	approximation	NOUN
ajis02-2331	458	4	framework	framework	NOUN
ajis02-2331	458	5	for	for	ADP
ajis02-2331	458	6	direct	direct	ADJ
ajis02-2331	458	7	optimization	optimization	NOUN
ajis02-2331	458	8	of	of	ADP
ajis02-2331	458	9	information	information	NOUN
ajis02-2331	458	10	retrieval	retrieval	NOUN
ajis02-2331	458	11	measures	measure	NOUN
ajis02-2331	458	12	,	,	PUNCT
ajis02-2331	458	13	information	information	NOUN
ajis02-2331	458	14	retrieval	retrieval	NOUN
ajis02-2331	458	15	journal	journal	PROPN
ajis02-2331	458	16	(	(	PUNCT
ajis02-2331	458	17	2010	2010	NUM
ajis02-2331	458	18	)	)	PUNCT
ajis02-2331	458	19	13:375–397	13:375–397	PROPN
ajis02-2331	458	20	.	.	PUNCT
ajis02-2331	459	1	https://doi	https://doi	ADJ
ajis02-2331	459	2	10.1007	10.1007	NUM
ajis02-2331	459	3	/	/	SYM
ajis02-2331	459	4	s10791	s10791	PROPN
ajis02-2331	459	5	-	-	PUNCT
ajis02-2331	459	6	009	009	NUM
ajis02-2331	459	7	-	-	PUNCT
ajis02-2331	459	8	9124	9124	NUM
ajis02-2331	459	9	-	-	PUNCT
ajis02-2331	459	10	x	x	NOUN
ajis02-2331	459	11	australasian	australasian	ADJ
ajis02-2331	459	12	journal	journal	NOUN
ajis02-2331	459	13	of	of	ADP
ajis02-2331	459	14	information	information	NOUN
ajis02-2331	459	15	systems	systems	PROPN
ajis02-2331	459	16	zhu	zhu	PROPN
ajis02-2331	459	17	,	,	PUNCT
ajis02-2331	459	18	nimmagadda	nimmagadda	NOUN
ajis02-2331	459	19	,	,	PUNCT
ajis02-2331	459	20	reiners	reiner	NOUN
ajis02-2331	459	21	&	&	CCONJ
ajis02-2331	459	22	rudra	rudra	PROPN
ajis02-2331	459	23	2020	2020	NUM
ajis02-2331	459	24	,	,	PUNCT
ajis02-2331	459	25	vol	vol	NOUN
ajis02-2331	459	26	24	24	NUM
ajis02-2331	459	27	,	,	PUNCT
ajis02-2331	459	28	research	research	NOUN
ajis02-2331	459	29	article	article	NOUN
ajis02-2331	459	30	integrated	integrate	VERB
ajis02-2331	459	31	search	search	NOUN
ajis02-2331	459	32	framework	framework	NOUN
ajis02-2331	459	33	for	for	ADP
ajis02-2331	459	34	the	the	DET
ajis02-2331	459	35	knowledge	knowledge	NOUN
ajis02-2331	459	36	-	-	PUNCT
ajis02-2331	459	37	based	base	VERB
ajis02-2331	459	38	web	web	NOUN
ajis02-2331	459	39	ecosystem	ecosystem	NOUN
ajis02-2331	459	40	23	23	NUM
ajis02-2331	459	41	seyler	seyler	NOUN
ajis02-2331	459	42	,	,	PUNCT
ajis02-2331	459	43	d.	d.	PROPN
ajis02-2331	459	44	,	,	PUNCT
ajis02-2331	459	45	chandar	chandar	NOUN
ajis02-2331	459	46	,	,	PUNCT
ajis02-2331	459	47	p.	p.	PROPN
ajis02-2331	459	48	&	&	CCONJ
ajis02-2331	459	49	davis	davis	PROPN
ajis02-2331	459	50	,	,	PUNCT
ajis02-2331	459	51	m.	m.	NOUN
ajis02-2331	459	52	(	(	PUNCT
ajis02-2331	459	53	2018	2018	NUM
ajis02-2331	459	54	)	)	PUNCT
ajis02-2331	459	55	.	.	PUNCT
ajis02-2331	460	1	an	an	DET
ajis02-2331	460	2	information	information	NOUN
ajis02-2331	460	3	retrieval	retrieval	NOUN
ajis02-2331	460	4	framework	framework	NOUN
ajis02-2331	460	5	for	for	ADP
ajis02-2331	460	6	contextual	contextual	ADJ
ajis02-2331	460	7	suggestion	suggestion	NOUN
ajis02-2331	460	8	based	base	VERB
ajis02-2331	460	9	on	on	ADP
ajis02-2331	460	10	heterogeneous	heterogeneous	ADJ
ajis02-2331	460	11	information	information	NOUN
ajis02-2331	460	12	network	network	NOUN
ajis02-2331	460	13	embeddings	embedding	NOUN
ajis02-2331	460	14	,	,	PUNCT
ajis02-2331	460	15	sigir	sigir	ADJ
ajis02-2331	460	16	’	'	PUNCT
ajis02-2331	460	17	18	18	NUM
ajis02-2331	460	18	,	,	PUNCT
ajis02-2331	460	19	july	july	PROPN
ajis02-2331	460	20	8–12	8–12	PROPN
ajis02-2331	460	21	,	,	PUNCT
ajis02-2331	460	22	2018	2018	NUM
ajis02-2331	460	23	,	,	PUNCT
ajis02-2331	460	24	ann	ann	PROPN
ajis02-2331	460	25	arbor	arbor	PROPN
ajis02-2331	460	26	,	,	PUNCT
ajis02-2331	460	27	mi	mi	PROPN
ajis02-2331	460	28	,	,	PUNCT
ajis02-2331	460	29	usa	usa	PROPN
ajis02-2331	460	30	c	c	PROPN
ajis02-2331	460	31	2018	2018	NUM
ajis02-2331	460	32	association	association	NOUN
ajis02-2331	460	33	for	for	ADP
ajis02-2331	460	34	computing	compute	VERB
ajis02-2331	460	35	machinery	machinery	NOUN
ajis02-2331	460	36	.	.	PUNCT
ajis02-2331	461	1	retrieved	retrieve	VERB
ajis02-2331	461	2	from	from	ADP
ajis02-2331	461	3	https://doi.org/10.1145/3209978.3210103	https://doi.org/10.1145/3209978.3210103	NOUN
ajis02-2331	461	4	simpson	simpson	PROPN
ajis02-2331	461	5	,	,	PUNCT
ajis02-2331	461	6	m.	m.	NOUN
ajis02-2331	461	7	s.	s.	PROPN
ajis02-2331	461	8	,	,	PUNCT
ajis02-2331	461	9	demner	demner	NOUN
ajis02-2331	461	10	-	-	PUNCT
ajis02-2331	461	11	fushman	fushman	NOUN
ajis02-2331	461	12	,	,	PUNCT
ajis02-2331	461	13	d.	d.	PROPN
ajis02-2331	461	14	,	,	PUNCT
ajis02-2331	461	15	antani	antani	PROPN
ajis02-2331	461	16	,	,	PUNCT
ajis02-2331	461	17	s.	s.	PROPN
ajis02-2331	461	18	k.	k.	PROPN
ajis02-2331	461	19	&	&	CCONJ
ajis02-2331	461	20	thoma	thoma	PROPN
ajis02-2331	461	21	,	,	PUNCT
ajis02-2331	461	22	g.	g.	PROPN
ajis02-2331	461	23	r.	r.	PROPN
ajis02-2331	461	24	(	(	PUNCT
ajis02-2331	461	25	2014	2014	NUM
ajis02-2331	461	26	)	)	PUNCT
ajis02-2331	461	27	.	.	PUNCT
ajis02-2331	462	1	multimodal	multimodal	ADJ
ajis02-2331	462	2	biomedical	biomedical	ADJ
ajis02-2331	462	3	image	image	NOUN
ajis02-2331	462	4	indexing	indexing	NOUN
ajis02-2331	462	5	and	and	CCONJ
ajis02-2331	462	6	retrieval	retrieval	NOUN
ajis02-2331	462	7	using	use	VERB
ajis02-2331	462	8	descriptive	descriptive	ADJ
ajis02-2331	462	9	text	text	NOUN
ajis02-2331	462	10	and	and	CCONJ
ajis02-2331	462	11	global	global	ADJ
ajis02-2331	462	12	feature	feature	NOUN
ajis02-2331	462	13	mapping	mapping	NOUN
ajis02-2331	462	14	,	,	PUNCT
ajis02-2331	462	15	information	information	NOUN
ajis02-2331	462	16	retrieval	retrieval	NOUN
ajis02-2331	462	17	journal	journal	PROPN
ajis02-2331	462	18	(	(	PUNCT
ajis02-2331	462	19	2014	2014	NUM
ajis02-2331	462	20	)	)	PUNCT
ajis02-2331	462	21	17:229–264	17:229–264	NUM
ajis02-2331	462	22	.	.	PUNCT
ajis02-2331	463	1	https://doi	https://doi	ADJ
ajis02-2331	463	2	10.1007	10.1007	NUM
ajis02-2331	463	3	/	/	SYM
ajis02-2331	463	4	s10791	s10791	PROPN
ajis02-2331	463	5	-	-	PUNCT
ajis02-2331	463	6	0139235	0139235	NUM
ajis02-2331	463	7	-	-	SYM
ajis02-2331	463	8	2	2	NUM
ajis02-2331	463	9	soille	soille	NOUN
ajis02-2331	463	10	,	,	PUNCT
ajis02-2331	463	11	p.	p.	NOUN
ajis02-2331	463	12	,	,	PUNCT
ajis02-2331	463	13	burger	burger	NOUN
ajis02-2331	463	14	,	,	PUNCT
ajis02-2331	463	15	a.	a.	NOUN
ajis02-2331	463	16	,	,	PUNCT
ajis02-2331	463	17	marchi	marchi	PROPN
ajis02-2331	463	18	,	,	PUNCT
ajis02-2331	463	19	d.	d.	PROPN
ajis02-2331	463	20	d.	d.	PROPN
ajis02-2331	463	21	,	,	PUNCT
ajis02-2331	463	22	kempeneers	kempeneer	NOUN
ajis02-2331	463	23	,	,	PUNCT
ajis02-2331	463	24	p.	p.	NOUN
ajis02-2331	463	25	,	,	PUNCT
ajis02-2331	463	26	d.rodriguez	d.rodriguez	NOUN
ajis02-2331	463	27	,	,	PUNCT
ajis02-2331	463	28	d.	d.	PROPN
ajis02-2331	463	29	,	,	PUNCT
ajis02-2331	463	30	syrris	syrris	PROPN
ajis02-2331	463	31	,	,	PUNCT
ajis02-2331	463	32	v.	v.	PROPN
ajis02-2331	463	33	&	&	CCONJ
ajis02-2331	463	34	vasilev	vasilev	NOUN
ajis02-2331	463	35	,	,	PUNCT
ajis02-2331	463	36	v.	v.	PROPN
ajis02-2331	463	37	(	(	PUNCT
ajis02-2331	463	38	2018	2018	NUM
ajis02-2331	463	39	)	)	PUNCT
ajis02-2331	463	40	.	.	PUNCT
ajis02-2331	464	1	a	a	DET
ajis02-2331	464	2	versatile	versatile	ADJ
ajis02-2331	464	3	data	data	NOUN
ajis02-2331	464	4	-	-	PUNCT
ajis02-2331	464	5	intensive	intensive	ADJ
ajis02-2331	464	6	computing	computing	NOUN
ajis02-2331	464	7	platform	platform	NOUN
ajis02-2331	464	8	for	for	ADP
ajis02-2331	464	9	information	information	NOUN
ajis02-2331	464	10	retrieval	retrieval	NOUN
ajis02-2331	464	11	from	from	ADP
ajis02-2331	464	12	big	big	ADJ
ajis02-2331	464	13	geospatial	geospatial	ADJ
ajis02-2331	464	14	data	datum	NOUN
ajis02-2331	464	15	,	,	PUNCT
ajis02-2331	464	16	future	future	ADJ
ajis02-2331	464	17	generation	generation	NOUN
ajis02-2331	464	18	computer	computer	NOUN
ajis02-2331	464	19	systems	system	NOUN
ajis02-2331	464	20	,	,	PUNCT
ajis02-2331	464	21	elsevier	elsevier	NOUN
ajis02-2331	464	22	,	,	PUNCT
ajis02-2331	464	23	volume	volume	NOUN
ajis02-2331	464	24	81	81	NUM
ajis02-2331	464	25	,	,	PUNCT
ajis02-2331	464	26	april	april	PROPN
ajis02-2331	464	27	2018	2018	NUM
ajis02-2331	464	28	,	,	PUNCT
ajis02-2331	464	29	pages	page	NOUN
ajis02-2331	464	30	30	30	NUM
ajis02-2331	464	31	-	-	SYM
ajis02-2331	464	32	40	40	NUM
ajis02-2331	464	33	,	,	PUNCT
ajis02-2331	464	34	https://doi.org/10.1016/j.future.2017.11.007	https://doi.org/10.1016/j.future.2017.11.007	NUM
ajis02-2331	464	35	soldaini	soldaini	NOUN
ajis02-2331	464	36	,	,	PUNCT
ajis02-2331	464	37	l.	l.	PROPN
ajis02-2331	464	38	,	,	PUNCT
ajis02-2331	464	39	yates	yates	PROPN
ajis02-2331	464	40	,	,	PUNCT
ajis02-2331	464	41	a.	a.	PROPN
ajis02-2331	464	42	,	,	PUNCT
ajis02-2331	464	43	yom	yom	PROPN
ajis02-2331	464	44	-	-	PUNCT
ajis02-2331	464	45	tov	tov	PROPN
ajis02-2331	464	46	,	,	PUNCT
ajis02-2331	464	47	e.	e.	PROPN
ajis02-2331	464	48	,	,	PUNCT
ajis02-2331	464	49	frieder	frieder	PROPN
ajis02-2331	464	50	,	,	PUNCT
ajis02-2331	464	51	o.	o.	PROPN
ajis02-2331	464	52	&	&	CCONJ
ajis02-2331	464	53	goharian	goharian	PROPN
ajis02-2331	464	54	,	,	PUNCT
ajis02-2331	464	55	n.	n.	PROPN
ajis02-2331	464	56	(	(	PUNCT
ajis02-2331	464	57	2016	2016	NUM
ajis02-2331	464	58	)	)	PUNCT
ajis02-2331	464	59	.	.	PUNCT
ajis02-2331	465	1	enhancing	enhance	VERB
ajis02-2331	465	2	web	web	NOUN
ajis02-2331	465	3	search	search	NOUN
ajis02-2331	465	4	in	in	ADP
ajis02-2331	465	5	the	the	DET
ajis02-2331	465	6	medical	medical	ADJ
ajis02-2331	465	7	domain	domain	NOUN
ajis02-2331	465	8	via	via	ADP
ajis02-2331	465	9	query	query	NOUN
ajis02-2331	465	10	clarification	clarification	NOUN
ajis02-2331	465	11	,	,	PUNCT
ajis02-2331	465	12	information	information	NOUN
ajis02-2331	465	13	retrieval	retrieval	NOUN
ajis02-2331	465	14	journal	journal	NOUN
ajis02-2331	465	15	19	19	NUM
ajis02-2331	465	16	(	(	PUNCT
ajis02-2331	465	17	1	1	NUM
ajis02-2331	465	18	-	-	SYM
ajis02-2331	465	19	2	2	NUM
ajis02-2331	465	20	)	)	PUNCT
ajis02-2331	465	21	,	,	PUNCT
ajis02-2331	465	22	149173	149173	NUM
ajis02-2331	465	23	(	(	PUNCT
ajis02-2331	465	24	2016	2016	NUM
ajis02-2331	465	25	)	)	PUNCT
ajis02-2331	465	26	.	.	PUNCT
ajis02-2331	466	1	https://doi	https://doi	ADJ
ajis02-2331	466	2	10.1007	10.1007	NUM
ajis02-2331	466	3	/	/	SYM
ajis02-2331	466	4	s10791	s10791	PROPN
ajis02-2331	466	5	-	-	PUNCT
ajis02-2331	466	6	015	015	NUM
ajis02-2331	466	7	-	-	PUNCT
ajis02-2331	466	8	9258	9258	NUM
ajis02-2331	466	9	-	-	PUNCT
ajis02-2331	466	10	y	y	PROPN
ajis02-2331	466	11	tolosa	tolosa	PROPN
ajis02-2331	466	12	,	,	PUNCT
ajis02-2331	466	13	g.	g.	PROPN
ajis02-2331	466	14	,	,	PUNCT
ajis02-2331	466	15	feuerstein	feuerstein	PROPN
ajis02-2331	466	16	,	,	PUNCT
ajis02-2331	466	17	e.	e.	PROPN
ajis02-2331	466	18	,	,	PUNCT
ajis02-2331	466	19	becchetti	becchetti	PROPN
ajis02-2331	466	20	,	,	PUNCT
ajis02-2331	466	21	l.	l.	PROPN
ajis02-2331	466	22	&	&	CCONJ
ajis02-2331	466	23	marchetti	marchetti	PROPN
ajis02-2331	466	24	-	-	PUNCT
ajis02-2331	466	25	spaccamela	spaccamela	PROPN
ajis02-2331	466	26	,	,	PUNCT
ajis02-2331	466	27	a.	a.	NOUN
ajis02-2331	466	28	(	(	PUNCT
ajis02-2331	466	29	2017	2017	NUM
ajis02-2331	466	30	)	)	PUNCT
ajis02-2331	466	31	.	.	PUNCT
ajis02-2331	467	1	performance	performance	NOUN
ajis02-2331	467	2	improvements	improvement	NOUN
ajis02-2331	467	3	for	for	ADP
ajis02-2331	467	4	search	search	NOUN
ajis02-2331	467	5	systems	system	NOUN
ajis02-2331	467	6	using	use	VERB
ajis02-2331	467	7	an	an	DET
ajis02-2331	467	8	integrated	integrated	ADJ
ajis02-2331	467	9	cache	cache	NOUN
ajis02-2331	467	10	of	of	ADP
ajis02-2331	467	11	lists	list	NOUN
ajis02-2331	467	12	+	+	CCONJ
ajis02-2331	467	13	intersections	intersection	NOUN
ajis02-2331	467	14	,	,	PUNCT
ajis02-2331	467	15	information	information	NOUN
ajis02-2331	467	16	retrieval	retrieval	NOUN
ajis02-2331	467	17	journal	journal	PROPN
ajis02-2331	467	18	(	(	PUNCT
ajis02-2331	467	19	2017	2017	NUM
ajis02-2331	467	20	)	)	PUNCT
ajis02-2331	467	21	20	20	NUM
ajis02-2331	467	22	(	(	PUNCT
ajis02-2331	467	23	3):172–198	3):172–198	NUM
ajis02-2331	467	24	.	.	PUNCT
ajis02-2331	468	1	https://doi.org/10.1007/s10791-0179299-5	https://doi.org/10.1007/s10791-0179299-5	PROPN
ajis02-2331	468	2	vaishnavi	vaishnavi	PROPN
ajis02-2331	468	3	,	,	PUNCT
ajis02-2331	468	4	v.	v.	PROPN
ajis02-2331	468	5	k.	k.	PROPN
ajis02-2331	468	6	&	&	CCONJ
ajis02-2331	468	7	kuechler	kuechler	PROPN
ajis02-2331	468	8	,	,	PUNCT
ajis02-2331	468	9	w.	w.	PROPN
ajis02-2331	468	10	(	(	PUNCT
ajis02-2331	468	11	2007	2007	NUM
ajis02-2331	468	12	)	)	PUNCT
ajis02-2331	468	13	.	.	PUNCT
ajis02-2331	469	1	design	design	NOUN
ajis02-2331	469	2	science	science	NOUN
ajis02-2331	469	3	research	research	NOUN
ajis02-2331	469	4	methods	method	NOUN
ajis02-2331	469	5	and	and	CCONJ
ajis02-2331	469	6	patterns	pattern	NOUN
ajis02-2331	469	7	:	:	PUNCT
ajis02-2331	469	8	innovating	innovate	VERB
ajis02-2331	469	9	information	information	NOUN
ajis02-2331	469	10	and	and	CCONJ
ajis02-2331	469	11	communication	communication	NOUN
ajis02-2331	469	12	technology	technology	NOUN
ajis02-2331	469	13	.	.	PUNCT
ajis02-2331	470	1	auerbach	auerbach	PROPN
ajis02-2331	470	2	publications	publication	NOUN
ajis02-2331	470	3	,	,	PUNCT
ajis02-2331	470	4	boston	boston	PROPN
ajis02-2331	470	5	,	,	PUNCT
ajis02-2331	470	6	ma	ma	PROPN
ajis02-2331	470	7	.	.	PROPN
ajis02-2331	470	8	weill	weill	PROPN
ajis02-2331	470	9	,	,	PUNCT
ajis02-2331	470	10	p.	p.	NOUN
ajis02-2331	470	11	&	&	CCONJ
ajis02-2331	470	12	woerner	woerner	PROPN
ajis02-2331	470	13	,	,	PUNCT
ajis02-2331	470	14	s.	s.	PROPN
ajis02-2331	470	15	l.	l.	PROPN
ajis02-2331	470	16	(	(	PUNCT
ajis02-2331	470	17	2015	2015	NUM
ajis02-2331	470	18	)	)	PUNCT
ajis02-2331	470	19	.	.	PUNCT
ajis02-2331	471	1	thriving	thrive	VERB
ajis02-2331	471	2	in	in	ADP
ajis02-2331	471	3	an	an	DET
ajis02-2331	471	4	increasingly	increasingly	ADV
ajis02-2331	471	5	digital	digital	ADJ
ajis02-2331	471	6	ecosystem	ecosystem	NOUN
ajis02-2331	471	7	,	,	PUNCT
ajis02-2331	471	8	mit	mit	PROPN
ajis02-2331	471	9	sloan	sloan	PROPN
ajis02-2331	471	10	management	management	PROPN
ajis02-2331	471	11	review	review	PROPN
ajis02-2331	471	12	,	,	PUNCT
ajis02-2331	471	13	56	56	NUM
ajis02-2331	471	14	(	(	PUNCT
ajis02-2331	471	15	4	4	NUM
ajis02-2331	471	16	)	)	PUNCT
ajis02-2331	471	17	,	,	PUNCT
ajis02-2331	471	18	27	27	NUM
ajis02-2331	471	19	-	-	SYM
ajis02-2331	471	20	34	34	NUM
ajis02-2331	471	21	.	.	PUNCT
ajis02-2331	472	1	yang	yang	PROPN
ajis02-2331	472	2	,	,	PUNCT
ajis02-2331	472	3	h.	h.	PROPN
ajis02-2331	472	4	,	,	PUNCT
ajis02-2331	472	5	sloan	sloan	PROPN
ajis02-2331	472	6	,	,	PUNCT
ajis02-2331	472	7	m.	m.	NOUN
ajis02-2331	472	8	and	and	CCONJ
ajis02-2331	472	9	wang	wang	PROPN
ajis02-2331	472	10	,	,	PUNCT
ajis02-2331	472	11	j.	j.	PROPN
ajis02-2331	472	12	2015	2015	NUM
ajis02-2331	472	13	.	.	PUNCT
ajis02-2331	473	1	dynamic	dynamic	ADJ
ajis02-2331	473	2	information	information	NOUN
ajis02-2331	473	3	retrieval	retrieval	NOUN
ajis02-2331	473	4	modeling	modeling	NOUN
ajis02-2331	473	5	,	,	PUNCT
ajis02-2331	473	6	wsdm’15	wsdm’15	PROPN
ajis02-2331	473	7	,	,	PUNCT
ajis02-2331	473	8	february	february	PROPN
ajis02-2331	473	9	2–6	2–6	NUM
ajis02-2331	473	10	,	,	PUNCT
ajis02-2331	473	11	2015	2015	NUM
ajis02-2331	473	12	,	,	PUNCT
ajis02-2331	473	13	shanghai	shanghai	PROPN
ajis02-2331	473	14	,	,	PUNCT
ajis02-2331	473	15	china	china	PROPN
ajis02-2331	473	16	.	.	PUNCT
ajis02-2331	474	1	acm	acm	PROPN
ajis02-2331	474	2	978	978	NUM
ajis02-2331	474	3	-	-	SYM
ajis02-2331	474	4	1	1	NUM
ajis02-2331	474	5	-	-	PUNCT
ajis02-2331	474	6	4503	4503	NUM
ajis02-2331	474	7	-	-	PUNCT
ajis02-2331	474	8	3317	3317	NUM
ajis02-2331	474	9	-	-	PUNCT
ajis02-2331	474	10	7/15/02	7/15/02	NUM
ajis02-2331	474	11	.	.	PUNCT
ajis02-2331	475	1	http://dx.doi.org/10.1145/2684822.2697038	http://dx.doi.org/10.1145/2684822.2697038	PROPN
ajis02-2331	475	2	.	.	PUNCT
ajis02-2331	476	1	yue	yue	PROPN
ajis02-2331	476	2	,	,	PUNCT
ajis02-2331	476	3	y.	y.	PROPN
ajis02-2331	476	4	(	(	PUNCT
ajis02-2331	476	5	2011	2011	NUM
ajis02-2331	476	6	)	)	PUNCT
ajis02-2331	476	7	.	.	PUNCT
ajis02-2331	477	1	new	new	ADJ
ajis02-2331	477	2	learning	learning	NOUN
ajis02-2331	477	3	frameworks	framework	NOUN
ajis02-2331	477	4	for	for	ADP
ajis02-2331	477	5	information	information	NOUN
ajis02-2331	477	6	retrieval	retrieval	NOUN
ajis02-2331	477	7	,	,	PUNCT
ajis02-2331	477	8	(	(	PUNCT
ajis02-2331	477	9	phd	phd	NOUN
ajis02-2331	477	10	thesis	thesis	NOUN
ajis02-2331	477	11	,	,	PUNCT
ajis02-2331	477	12	faculty	faculty	NOUN
ajis02-2331	477	13	of	of	ADP
ajis02-2331	477	14	the	the	DET
ajis02-2331	477	15	graduate	graduate	ADJ
ajis02-2331	477	16	school	school	NOUN
ajis02-2331	477	17	of	of	ADP
ajis02-2331	477	18	cornell	cornell	PROPN
ajis02-2331	477	19	university	university	PROPN
ajis02-2331	477	20	,	,	PUNCT
ajis02-2331	477	21	ny	ny	PROPN
ajis02-2331	477	22	,	,	PUNCT
ajis02-2331	477	23	usa	usa	PROPN
ajis02-2331	477	24	)	)	PUNCT
ajis02-2331	477	25	.	.	PUNCT
ajis02-2331	478	1	retrieved	retrieve	VERB
ajis02-2331	478	2	from	from	ADP
ajis02-2331	478	3	http://www.yisongyue.com/yue_thesis.pdf	http://www.yisongyue.com/yue_thesis.pdf	PROPN
ajis02-2331	478	4	zhu	zhu	PROPN
ajis02-2331	478	5	,	,	PUNCT
ajis02-2331	478	6	d.	d.	PROPN
ajis02-2331	478	7	,	,	PUNCT
ajis02-2331	478	8	nimmagadda	nimmagadda	PROPN
ajis02-2331	478	9	,	,	PUNCT
ajis02-2331	478	10	s.l	s.l	PROPN
ajis02-2331	478	11	.	.	PROPN
ajis02-2331	478	12	&	&	CCONJ
ajis02-2331	478	13	reiners	reiner	NOUN
ajis02-2331	478	14	,	,	PUNCT
ajis02-2331	478	15	t.	t.	PROPN
ajis02-2331	478	16	(	(	PUNCT
ajis02-2331	478	17	2018	2018	NUM
ajis02-2331	478	18	)	)	PUNCT
ajis02-2331	478	19	.	.	PUNCT
ajis02-2331	479	1	an	an	DET
ajis02-2331	479	2	integrated	integrate	VERB
ajis02-2331	479	3	information	information	NOUN
ajis02-2331	479	4	retrieval	retrieval	NOUN
ajis02-2331	479	5	framework	framework	NOUN
ajis02-2331	479	6	for	for	ADP
ajis02-2331	479	7	managing	manage	VERB
ajis02-2331	479	8	the	the	DET
ajis02-2331	479	9	digital	digital	PROPN
ajis02-2331	479	10	web	web	NOUN
ajis02-2331	479	11	ecosystem	ecosystem	NOUN
ajis02-2331	479	12	,	,	PUNCT
ajis02-2331	479	13	australasian	australasian	ADJ
ajis02-2331	479	14	conference	conference	NOUN
ajis02-2331	479	15	of	of	ADP
ajis02-2331	479	16	information	information	NOUN
ajis02-2331	479	17	systems	system	NOUN
ajis02-2331	479	18	(	(	PUNCT
ajis02-2331	479	19	acis	acis	PROPN
ajis02-2331	479	20	,	,	PUNCT
ajis02-2331	479	21	2018	2018	NUM
ajis02-2331	479	22	)	)	PUNCT
ajis02-2331	479	23	,	,	PUNCT
ajis02-2331	479	24	uts	uts	PROPN
ajis02-2331	479	25	,	,	PUNCT
ajis02-2331	479	26	sydney	sydney	PROPN
ajis02-2331	479	27	,	,	PUNCT
ajis02-2331	479	28	australia	australia	PROPN
ajis02-2331	479	29	.	.	PUNCT
ajis02-2331	480	1	http://www.acis2018.org/wp-content/uploads/2018/11/acis2018_paper_12.pdf	http://www.acis2018.org/wp-content/uploads/2018/11/acis2018_paper_12.pdf	PROPN
ajis02-2331	480	2	zuccon	zuccon	PROPN
ajis02-2331	480	3	,	,	PUNCT
ajis02-2331	480	4	g.	g.	PROPN
ajis02-2331	480	5	,	,	PUNCT
ajis02-2331	480	6	leelanupab	leelanupab	PROPN
ajis02-2331	480	7	,	,	PUNCT
ajis02-2331	480	8	t.	t.	NOUN
ajis02-2331	480	9	,	,	PUNCT
ajis02-2331	480	10	whiting	whiting	NOUN
ajis02-2331	480	11	,	,	PUNCT
ajis02-2331	480	12	s.	s.	PROPN
ajis02-2331	480	13	,	,	PUNCT
ajis02-2331	480	14	yilmaz	yilmaz	PROPN
ajis02-2331	480	15	,	,	PUNCT
ajis02-2331	480	16	e.	e.	PROPN
ajis02-2331	480	17	,	,	PUNCT
ajis02-2331	480	18	jose	jose	PROPN
ajis02-2331	480	19	,	,	PUNCT
ajis02-2331	480	20	j.	j.	PROPN
ajis02-2331	480	21	m.	m.	PROPN
ajis02-2331	480	22	&	&	CCONJ
ajis02-2331	480	23	azzopardi	azzopardi	PROPN
ajis02-2331	480	24	,	,	PUNCT
ajis02-2331	480	25	l.	l.	PROPN
ajis02-2331	480	26	(	(	PUNCT
ajis02-2331	480	27	2013	2013	NUM
ajis02-2331	480	28	)	)	PUNCT
ajis02-2331	480	29	.	.	PUNCT
ajis02-2331	481	1	crowdsourcing	crowdsource	VERB
ajis02-2331	481	2	interactions	interaction	NOUN
ajis02-2331	481	3	:	:	PUNCT
ajis02-2331	481	4	using	use	VERB
ajis02-2331	481	5	crowdsourcing	crowdsource	VERB
ajis02-2331	481	6	for	for	ADP
ajis02-2331	481	7	evaluating	evaluate	VERB
ajis02-2331	481	8	interactive	interactive	ADJ
ajis02-2331	481	9	information	information	NOUN
ajis02-2331	481	10	retrieval	retrieval	NOUN
ajis02-2331	481	11	systems	system	NOUN
ajis02-2331	481	12	,	,	PUNCT
ajis02-2331	481	13	information	information	NOUN
ajis02-2331	481	14	retrieval	retrieval	NOUN
ajis02-2331	481	15	journal	journal	PROPN
ajis02-2331	481	16	(	(	PUNCT
ajis02-2331	481	17	2013	2013	NUM
ajis02-2331	481	18	)	)	PUNCT
ajis02-2331	481	19	16:267–305	16:267–305	NUM
ajis02-2331	481	20	.	.	PUNCT
ajis02-2331	482	1	https://doi	https://doi	ADJ
ajis02-2331	482	2	10.1007	10.1007	NUM
ajis02-2331	482	3	/	/	SYM
ajis02-2331	482	4	s10791	s10791	PROPN
ajis02-2331	482	5	-	-	PUNCT
ajis02-2331	482	6	012	012	NUM
ajis02-2331	482	7	-	-	PUNCT
ajis02-2331	482	8	9206	9206	NUM
ajis02-2331	482	9	-	-	PUNCT
ajis02-2331	482	10	z	z	NOUN
ajis02-2331	482	11	copyright	copyright	NOUN
ajis02-2331	482	12	:	:	PUNCT
ajis02-2331	482	13	©	©	PROPN
ajis02-2331	482	14	2020	2020	NUM
ajis02-2331	482	15	zhu	zhu	PROPN
ajis02-2331	482	16	,	,	PUNCT
ajis02-2331	482	17	nimmagadda	nimmagadda	NOUN
ajis02-2331	482	18	,	,	PUNCT
ajis02-2331	482	19	reiners	reiner	NOUN
ajis02-2331	482	20	&	&	CCONJ
ajis02-2331	482	21	rudra	rudra	PROPN
ajis02-2331	482	22	.	.	PUNCT
ajis02-2331	483	1	this	this	PRON
ajis02-2331	483	2	is	be	AUX
ajis02-2331	483	3	an	an	DET
ajis02-2331	483	4	open	open	ADJ
ajis02-2331	483	5	-	-	PUNCT
ajis02-2331	483	6	access	access	NOUN
ajis02-2331	483	7	article	article	NOUN
ajis02-2331	483	8	distributed	distribute	VERB
ajis02-2331	483	9	under	under	ADP
ajis02-2331	483	10	the	the	DET
ajis02-2331	483	11	terms	term	NOUN
ajis02-2331	483	12	of	of	ADP
ajis02-2331	483	13	the	the	DET
ajis02-2331	483	14	creative	creative	ADJ
ajis02-2331	483	15	commons	common	NOUN
ajis02-2331	483	16	attribution	attribution	NOUN
ajis02-2331	483	17	-	-	PUNCT
ajis02-2331	483	18	noncommercial	noncommercial	ADJ
ajis02-2331	483	19	3.0	3.0	NUM
ajis02-2331	483	20	http://creativecommons.org/licenses/by-nc/3.0/au/	http://creativecommons.org/licenses/by-nc/3.0/au/	NUM
ajis02-2331	483	21	australasian	australasian	ADJ
ajis02-2331	483	22	journal	journal	NOUN
ajis02-2331	483	23	of	of	ADP
ajis02-2331	483	24	information	information	NOUN
ajis02-2331	483	25	systems	systems	PROPN
ajis02-2331	483	26	zhu	zhu	PROPN
ajis02-2331	483	27	,	,	PUNCT
ajis02-2331	483	28	nimmagadda	nimmagadda	NOUN
ajis02-2331	483	29	,	,	PUNCT
ajis02-2331	483	30	reiners	reiner	NOUN
ajis02-2331	483	31	&	&	CCONJ
ajis02-2331	483	32	rudra	rudra	PROPN
ajis02-2331	483	33	2020	2020	NUM
ajis02-2331	483	34	,	,	PUNCT
ajis02-2331	483	35	vol	vol	NOUN
ajis02-2331	483	36	24	24	NUM
ajis02-2331	483	37	,	,	PUNCT
ajis02-2331	483	38	research	research	NOUN
ajis02-2331	483	39	article	article	NOUN
ajis02-2331	483	40	integrated	integrate	VERB
ajis02-2331	483	41	search	search	NOUN
ajis02-2331	483	42	framework	framework	NOUN
ajis02-2331	483	43	for	for	ADP
ajis02-2331	483	44	the	the	DET
ajis02-2331	483	45	knowledge	knowledge	NOUN
ajis02-2331	483	46	-	-	PUNCT
ajis02-2331	483	47	based	base	VERB
ajis02-2331	483	48	web	web	NOUN
ajis02-2331	483	49	ecosystem	ecosystem	NOUN
ajis02-2331	483	50	24	24	NUM
ajis02-2331	483	51	australia	australia	PROPN
ajis02-2331	483	52	license	license	NOUN
ajis02-2331	483	53	,	,	PUNCT
ajis02-2331	483	54	which	which	PRON
ajis02-2331	483	55	permits	permit	VERB
ajis02-2331	483	56	non	non	ADJ
ajis02-2331	483	57	-	-	ADJ
ajis02-2331	483	58	commercial	commercial	ADJ
ajis02-2331	483	59	use	use	NOUN
ajis02-2331	483	60	,	,	PUNCT
ajis02-2331	483	61	distribution	distribution	NOUN
ajis02-2331	483	62	,	,	PUNCT
ajis02-2331	483	63	and	and	CCONJ
ajis02-2331	483	64	reproduction	reproduction	NOUN
ajis02-2331	483	65	in	in	ADP
ajis02-2331	483	66	any	any	DET
ajis02-2331	483	67	medium	medium	NOUN
ajis02-2331	483	68	,	,	PUNCT
ajis02-2331	483	69	provided	provide	VERB
ajis02-2331	483	70	the	the	DET
ajis02-2331	483	71	original	original	ADJ
ajis02-2331	483	72	author	author	NOUN
ajis02-2331	483	73	and	and	CCONJ
ajis02-2331	483	74	ajis	ajis	ADV
ajis02-2331	483	75	are	be	AUX
ajis02-2331	483	76	credited	credit	VERB
ajis02-2331	483	77	.	.	PUNCT
ajis02-2331	484	1	doi	doi	NOUN
ajis02-2331	484	2	:	:	PUNCT
ajis02-2331	484	3	https://doi.org/10.3127/ajis.v24i0.2331	https://doi.org/10.3127/ajis.v24i0.2331	NUM
ajis02-2331	484	4	http://creativecommons.org/licenses/by-nc/3.0/au/	http://creativecommons.org/licenses/by-nc/3.0/au/	ADV