id	sid	tid	token	lemma	pos
ajis02-287	1	1	ajis	ajis	X
ajis02-287	1	2	vol	vol	NOUN
ajis02-287	1	3	.	.	PROPN
ajis02-287	2	1	7	7	NUM
ajis02-287	2	2	no	no	NOUN
ajis02-287	2	3	.	.	NOUN
ajis02-287	2	4	1	1	NUM
ajis02-287	2	5	sept	sept	PROPN
ajis02-287	2	6	1999	1999	NUM
ajis02-287	2	7	advances	advance	NOUN
ajis02-287	2	8	and	and	CCONJ
ajis02-287	2	9	research	research	NOUN
ajis02-287	2	10	directions	direction	NOUN
ajis02-287	2	11	in	in	ADP
ajis02-287	2	12	data	data	NOUN
ajis02-287	2	13	-	-	PUNCT
ajis02-287	2	14	warehousing	warehousing	NOUN
ajis02-287	2	15	technology	technology	PROPN
ajis02-287	2	16	mukesh	mukesh	PROPN
ajis02-287	2	17	mohania	mohania	PROPN
ajis02-287	2	18	school	school	NOUN
ajis02-287	2	19	of	of	ADP
ajis02-287	2	20	computer	computer	NOUN
ajis02-287	2	21	and	and	CCONJ
ajis02-287	2	22	information	information	NOUN
ajis02-287	2	23	science	science	PROPN
ajis02-287	2	24	university	university	PROPN
ajis02-287	2	25	of	of	ADP
ajis02-287	2	26	south	south	PROPN
ajis02-287	2	27	australia	australia	PROPN
ajis02-287	2	28	mawson	mawson	PROPN
ajis02-287	2	29	lakes	lakes	PROPN
ajis02-287	2	30	,	,	PUNCT
ajis02-287	2	31	adelaide	adelaide	PROPN
ajis02-287	2	32	.	.	PUNCT
ajis02-287	3	1	south	south	PROPN
ajis02-287	3	2	australia	australia	PROPN
ajis02-287	3	3	5095	5095	NUM
ajis02-287	3	4	mohania@cis.unisa.edu.au	mohania@cis.unisa.edu.au	PROPN
ajis02-287	3	5	sunil	sunil	PROPN
ajis02-287	3	6	samtani	samtani	PROPN
ajis02-287	3	7	department	department	PROPN
ajis02-287	3	8	of	of	ADP
ajis02-287	3	9	computer	computer	NOUN
ajis02-287	3	10	science	science	NOUN
ajis02-287	3	11	telecommunications	telecommunication	NOUN
ajis02-287	3	12	,	,	PUNCT
ajis02-287	3	13	university	university	PROPN
ajis02-287	3	14	of	of	ADP
ajis02-287	3	15	missouri	missouri	PROPN
ajis02-287	3	16	-	-	PROPN
ajis02-287	3	17	kansas	kansas	PROPN
ajis02-287	3	18	city	city	PROPN
ajis02-287	3	19	,	,	PUNCT
ajis02-287	3	20	kansas	kansas	PROPN
ajis02-287	3	21	city	city	PROPN
ajis02-287	3	22	,	,	PUNCT
ajis02-287	3	23	mo	mo	PROPN
ajis02-287	3	24	64110	64110	NUM
ajis02-287	3	25	,	,	PUNCT
ajis02-287	3	26	u.s.a	u.s.a	PROPN
ajis02-287	3	27	.	.	PROPN
ajis02-287	3	28	ssamtani	ssamtani	PROPN
ajis02-287	3	29	@cstp.umkc.edu	@cstp.umkc.edu	PROPN
ajis02-287	3	30	johnf	johnf	PROPN
ajis02-287	3	31	.	.	PUNCT
ajis02-287	4	1	roddick	roddick	PROPN
ajis02-287	4	2	school	school	PROPN
ajis02-287	4	3	of	of	ADP
ajis02-287	4	4	computer	computer	NOUN
ajis02-287	4	5	and	and	CCONJ
ajis02-287	4	6	information	information	NOUN
ajis02-287	4	7	science	science	PROPN
ajis02-287	4	8	university	university	PROPN
ajis02-287	4	9	of	of	ADP
ajis02-287	4	10	south	south	PROPN
ajis02-287	4	11	australia	australia	PROPN
ajis02-287	4	12	mawson	mawson	PROPN
ajis02-287	4	13	lakes	lakes	PROPN
ajis02-287	4	14	,	,	PUNCT
ajis02-287	4	15	adelaide	adelaide	PROPN
ajis02-287	4	16	.	.	PUNCT
ajis02-287	5	1	south	south	PROPN
ajis02-287	5	2	australia	australia	PROPN
ajis02-287	5	3	5095	5095	NUM
ajis02-287	5	4	roddick@cis.unisa.edu.au	roddick@cis.unisa.edu.au	PROPN
ajis02-287	5	5	yahiko	yahiko	PROPN
ajis02-287	5	6	kambayashi	kambayashi	PROPN
ajis02-287	5	7	department	department	PROPN
ajis02-287	5	8	of	of	ADP
ajis02-287	5	9	social	social	ADJ
ajis02-287	5	10	informatics	informatic	NOUN
ajis02-287	5	11	,	,	PUNCT
ajis02-287	5	12	graduate	graduate	NOUN
ajis02-287	5	13	school	school	NOUN
ajis02-287	5	14	of	of	ADP
ajis02-287	5	15	informatics	informatics	PROPN
ajis02-287	5	16	,	,	PUNCT
ajis02-287	5	17	kyoto	kyoto	PROPN
ajis02-287	5	18	university	university	PROPN
ajis02-287	5	19	,	,	PUNCT
ajis02-287	5	20	kyoto	kyoto	NOUN
ajis02-287	5	21	606	606	NUM
ajis02-287	5	22	-	-	PUNCT
ajis02-287	5	23	8501	8501	NUM
ajis02-287	5	24	,	,	PUNCT
ajis02-287	5	25	japan	japan	PROPN
ajis02-287	5	26	.	.	PUNCT
ajis02-287	6	1	vahiko@kuis.kvoto-u.ac.ip	vahiko@kuis.kvoto-u.ac.ip	PROPN
ajis02-287	6	2	abstract	abstract	ADJ
ajis02-287	6	3	information	information	NOUN
ajis02-287	6	4	is	be	AUX
ajis02-287	6	5	one	one	NUM
ajis02-287	6	6	of	of	ADP
ajis02-287	6	7	the	the	DET
ajis02-287	6	8	most	most	ADV
ajis02-287	6	9	valuable	valuable	ADJ
ajis02-287	6	10	assets	asset	NOUN
ajis02-287	6	11	of	of	ADP
ajis02-287	6	12	an	an	DET
ajis02-287	6	13	organisation	organisation	NOUN
ajis02-287	6	14	and	and	CCONJ
ajis02-287	6	15	when	when	SCONJ
ajis02-287	6	16	used	use	VERB
ajis02-287	6	17	properly	properly	ADV
ajis02-287	6	18	can	can	AUX
ajis02-287	6	19	assist	assist	VERB
ajis02-287	6	20	in	in	ADP
ajis02-287	6	21	intelligent	intelligent	ADJ
ajis02-287	6	22	decision	decision	NOUN
ajis02-287	6	23	making	make	VERB
ajis02-287	6	24	that	that	PRON
ajis02-287	6	25	can	can	AUX
ajis02-287	6	26	significantly	significantly	ADV
ajis02-287	6	27	improve	improve	VERB
ajis02-287	6	28	the	the	DET
ajis02-287	6	29	functioning	functioning	NOUN
ajis02-287	6	30	of	of	ADP
ajis02-287	6	31	an	an	DET
ajis02-287	6	32	organisation	organisation	NOUN
ajis02-287	6	33	.	.	PUNCT
ajis02-287	7	1	data	datum	NOUN
ajis02-287	7	2	warehousing	warehousing	NOUN
ajis02-287	7	3	is	be	AUX
ajis02-287	7	4	a	a	DET
ajis02-287	7	5	recent	recent	ADJ
ajis02-287	7	6	technology	technology	NOUN
ajis02-287	7	7	that	that	PRON
ajis02-287	7	8	allows	allow	VERB
ajis02-287	7	9	information	information	NOUN
ajis02-287	7	10	to	to	PART
ajis02-287	7	11	be	be	AUX
ajis02-287	7	12	easily	easily	ADV
ajis02-287	7	13	and	and	CCONJ
ajis02-287	7	14	efficiently	efficiently	ADV
ajis02-287	7	15	accessed	access	VERB
ajis02-287	7	16	for	for	ADP
ajis02-287	7	17	decision	decision	NOUN
ajis02-287	7	18	-	-	PUNCT
ajis02-287	7	19	making	make	VERB
ajis02-287	7	20	activities	activity	NOUN
ajis02-287	7	21	by	by	ADP
ajis02-287	7	22	collecting	collect	VERB
ajis02-287	7	23	data	datum	NOUN
ajis02-287	7	24	from	from	ADP
ajis02-287	7	25	many	many	ADJ
ajis02-287	7	26	operational	operational	ADJ
ajis02-287	7	27	,	,	PUNCT
ajis02-287	7	28	legacy	legacy	NOUN
ajis02-287	7	29	and	and	CCONJ
ajis02-287	7	30	possibly	possibly	ADV
ajis02-287	7	31	heterogeneous	heterogeneous	ADJ
ajis02-287	7	32	data	datum	NOUN
ajis02-287	7	33	sources	source	NOUN
ajis02-287	7	34	.	.	PUNCT
ajis02-287	8	1	on	on	ADP
ajis02-287	8	2	-	-	PUNCT
ajis02-287	8	3	line	line	NOUN
ajis02-287	8	4	analytical	analytical	ADJ
ajis02-287	8	5	processing	processing	NOUN
ajis02-287	8	6	(	(	PUNCT
ajis02-287	8	7	olap	olap	ADJ
ajis02-287	8	8	)	)	PUNCT
ajis02-287	8	9	tools	tool	NOUN
ajis02-287	8	10	are	be	AUX
ajis02-287	8	11	well	well	ADV
ajis02-287	8	12	-	-	PUNCT
ajis02-287	8	13	suited	suit	VERB
ajis02-287	8	14	for	for	ADP
ajis02-287	8	15	complex	complex	ADJ
ajis02-287	8	16	data	datum	NOUN
ajis02-287	8	17	analysis	analysis	NOUN
ajis02-287	8	18	,	,	PUNCT
ajis02-287	8	19	such	such	ADJ
ajis02-287	8	20	as	as	ADP
ajis02-287	8	21	multi	multi	ADJ
ajis02-287	8	22	-	-	ADJ
ajis02-287	8	23	dimensional	dimensional	ADJ
ajis02-287	8	24	data	datum	NOUN
ajis02-287	8	25	analysis	analysis	NOUN
ajis02-287	8	26	,	,	PUNCT
ajis02-287	8	27	and	and	CCONJ
ajis02-287	8	28	to	to	PART
ajis02-287	8	29	assist	assist	VERB
ajis02-287	8	30	in	in	ADP
ajis02-287	8	31	decision	decision	NOUN
ajis02-287	8	32	support	support	NOUN
ajis02-287	8	33	activities	activity	NOUN
ajis02-287	8	34	while	while	SCONJ
ajis02-287	8	35	data	datum	NOUN
ajis02-287	8	36	mining	mining	NOUN
ajis02-287	8	37	tools	tool	NOUN
ajis02-287	8	38	take	take	VERB
ajis02-287	8	39	the	the	DET
ajis02-287	8	40	process	process	NOUN
ajis02-287	8	41	one	one	NUM
ajis02-287	8	42	step	step	NOUN
ajis02-287	8	43	further	far	ADV
ajis02-287	8	44	and	and	CCONJ
ajis02-287	8	45	actively	actively	ADV
ajis02-287	8	46	search	search	VERB
ajis02-287	8	47	the	the	DET
ajis02-287	8	48	data	datum	NOUN
ajis02-287	8	49	for	for	ADP
ajis02-287	8	50	patterns	pattern	NOUN
ajis02-287	8	51	and	and	CCONJ
ajis02-287	8	52	hidden	hidden	ADJ
ajis02-287	8	53	knowledge	knowledge	NOUN
ajis02-287	8	54	in	in	ADP
ajis02-287	8	55	the	the	DET
ajis02-287	8	56	data	datum	NOUN
ajis02-287	8	57	held	hold	VERB
ajis02-287	8	58	in	in	ADP
ajis02-287	8	59	the	the	DET
ajis02-287	8	60	warehouse	warehouse	NOUN
ajis02-287	8	61	.	.	PUNCT
ajis02-287	9	1	many	many	ADJ
ajis02-287	9	2	organisations	organisation	NOUN
ajis02-287	9	3	are	be	AUX
ajis02-287	9	4	building	build	VERB
ajis02-287	9	5	,	,	PUNCT
ajis02-287	9	6	or	or	CCONJ
ajis02-287	9	7	are	be	AUX
ajis02-287	9	8	planning	plan	VERB
ajis02-287	9	9	to	to	PART
ajis02-287	9	10	develop	develop	VERB
ajis02-287	9	11	,	,	PUNCT
ajis02-287	9	12	a	a	DET
ajis02-287	9	13	data	data	NOUN
ajis02-287	9	14	warehouse	warehouse	NOUN
ajis02-287	9	15	for	for	ADP
ajis02-287	9	16	their	their	PRON
ajis02-287	9	17	operational	operational	ADJ
ajis02-287	9	18	and	and	CCONJ
ajis02-287	9	19	decision	decision	NOUN
ajis02-287	9	20	support	support	NOUN
ajis02-287	9	21	needs	need	NOUN
ajis02-287	9	22	.	.	PUNCT
ajis02-287	10	1	in	in	ADP
ajis02-287	10	2	this	this	DET
ajis02-287	10	3	paper	paper	NOUN
ajis02-287	10	4	,	,	PUNCT
ajis02-287	10	5	we	we	PRON
ajis02-287	10	6	present	present	VERB
ajis02-287	10	7	an	an	DET
ajis02-287	10	8	overview	overview	NOUN
ajis02-287	10	9	of	of	ADP
ajis02-287	10	10	data	datum	NOUN
ajis02-287	10	11	warehousing	warehousing	NOUN
ajis02-287	10	12	,	,	PUNCT
ajis02-287	10	13	multi	multi	ADJ
ajis02-287	10	14	-	-	ADJ
ajis02-287	10	15	dimensional	dimensional	ADJ
ajis02-287	10	16	databases	database	NOUN
ajis02-287	10	17	,	,	PUNCT
ajis02-287	10	18	olap	olap	ADJ
ajis02-287	10	19	and	and	CCONJ
ajis02-287	10	20	data	datum	NOUN
ajis02-287	10	21	mining	mining	NOUN
ajis02-287	10	22	technology	technology	NOUN
ajis02-287	10	23	and	and	CCONJ
ajis02-287	10	24	discuss	discuss	VERB
ajis02-287	10	25	the	the	DET
ajis02-287	10	26	directions	direction	NOUN
ajis02-287	10	27	of	of	ADP
ajis02-287	10	28	current	current	ADJ
ajis02-287	10	29	research	research	NOUN
ajis02-287	10	30	in	in	ADP
ajis02-287	10	31	the	the	DET
ajis02-287	10	32	area	area	NOUN
ajis02-287	10	33	.	.	PUNCT
ajis02-287	11	1	we	we	PRON
ajis02-287	11	2	also	also	ADV
ajis02-287	11	3	discuss	discuss	VERB
ajis02-287	11	4	recent	recent	ADJ
ajis02-287	11	5	developments	development	NOUN
ajis02-287	11	6	in	in	ADP
ajis02-287	11	7	data	datum	NOUN
ajis02-287	11	8	warehouse	warehouse	NOUN
ajis02-287	11	9	modelling	modelling	NOUN
ajis02-287	11	10	,	,	PUNCT
ajis02-287	11	11	view	view	NOUN
ajis02-287	11	12	selection	selection	NOUN
ajis02-287	11	13	and	and	CCONJ
ajis02-287	11	14	maintenance	maintenance	NOUN
ajis02-287	11	15	,	,	PUNCT
ajis02-287	11	16	indexing	indexing	NOUN
ajis02-287	11	17	schemes	scheme	NOUN
ajis02-287	11	18	,	,	PUNCT
ajis02-287	11	19	parallel	parallel	ADJ
ajis02-287	11	20	query	query	NOUN
ajis02-287	11	21	processing	processing	NOUN
ajis02-287	11	22	and	and	CCONJ
ajis02-287	11	23	data	datum	NOUN
ajis02-287	11	24	mining	mining	NOUN
ajis02-287	11	25	issues	issue	NOUN
ajis02-287	11	26	.	.	PUNCT
ajis02-287	12	1	a	a	DET
ajis02-287	12	2	number	number	NOUN
ajis02-287	12	3	of	of	ADP
ajis02-287	12	4	technical	technical	ADJ
ajis02-287	12	5	issues	issue	NOUN
ajis02-287	12	6	for	for	ADP
ajis02-287	12	7	exploratory	exploratory	ADJ
ajis02-287	12	8	research	research	NOUN
ajis02-287	12	9	are	be	AUX
ajis02-287	12	10	presented	present	VERB
ajis02-287	12	11	and	and	CCONJ
ajis02-287	12	12	possible	possible	ADJ
ajis02-287	12	13	solutions	solution	NOUN
ajis02-287	12	14	are	be	AUX
ajis02-287	12	15	also	also	ADV
ajis02-287	12	16	discussed	discuss	VERB
ajis02-287	12	17	.	.	PUNCT
ajis02-287	13	1	introduction	introduction	NOUN
ajis02-287	13	2	relational	relational	ADJ
ajis02-287	13	3	database	database	NOUN
ajis02-287	13	4	systems	system	NOUN
ajis02-287	13	5	are	be	AUX
ajis02-287	13	6	designed	design	VERB
ajis02-287	13	7	to	to	PART
ajis02-287	13	8	record	record	VERB
ajis02-287	13	9	,	,	PUNCT
ajis02-287	13	10	retrieve	retrieve	VERB
ajis02-287	13	11	and	and	CCONJ
ajis02-287	13	12	manage	manage	VERB
ajis02-287	13	13	large	large	ADJ
ajis02-287	13	14	volumes	volume	NOUN
ajis02-287	13	15	of	of	ADP
ajis02-287	13	16	real	real	ADJ
ajis02-287	13	17	-	-	PUNCT
ajis02-287	13	18	time	time	NOUN
ajis02-287	13	19	transaction	transaction	NOUN
ajis02-287	13	20	data	datum	NOUN
ajis02-287	13	21	and	and	CCONJ
ajis02-287	13	22	to	to	PART
ajis02-287	13	23	keep	keep	VERB
ajis02-287	13	24	an	an	DET
ajis02-287	13	25	organisation	organisation	NOUN
ajis02-287	13	26	running	run	VERB
ajis02-287	13	27	by	by	ADP
ajis02-287	13	28	supporting	support	VERB
ajis02-287	13	29	day	day	NOUN
ajis02-287	13	30	-	-	PUNCT
ajis02-287	13	31	to	to	ADP
ajis02-287	13	32	-	-	PUNCT
ajis02-287	13	33	day	day	NOUN
ajis02-287	13	34	business	business	NOUN
ajis02-287	13	35	transaction	transaction	NOUN
ajis02-287	13	36	processing	processing	NOUN
ajis02-287	13	37	.	.	PUNCT
ajis02-287	14	1	these	these	DET
ajis02-287	14	2	systems	system	NOUN
ajis02-287	14	3	are	be	AUX
ajis02-287	14	4	generally	generally	ADV
ajis02-287	14	5	tuned	tune	VERB
ajis02-287	14	6	for	for	ADP
ajis02-287	14	7	a	a	DET
ajis02-287	14	8	large	large	ADJ
ajis02-287	14	9	community	community	NOUN
ajis02-287	14	10	of	of	ADP
ajis02-287	14	11	users	user	NOUN
ajis02-287	14	12	and	and	CCONJ
ajis02-287	14	13	the	the	DET
ajis02-287	14	14	user	user	NOUN
ajis02-287	14	15	typically	typically	ADV
ajis02-287	14	16	knows	know	VERB
ajis02-287	14	17	what	what	PRON
ajis02-287	14	18	is	be	AUX
ajis02-287	14	19	needed	need	VERB
ajis02-287	14	20	and	and	CCONJ
ajis02-287	14	21	generally	generally	ADV
ajis02-287	14	22	accesses	access	VERB
ajis02-287	14	23	a	a	DET
ajis02-287	14	24	small	small	ADJ
ajis02-287	14	25	number	number	NOUN
ajis02-287	14	26	of	of	ADP
ajis02-287	14	27	rows	row	NOUN
ajis02-287	14	28	in	in	ADP
ajis02-287	14	29	a	a	DET
ajis02-287	14	30	single	single	ADJ
ajis02-287	14	31	transaction	transaction	NOUN
ajis02-287	14	32	.	.	PUNCT
ajis02-287	15	1	indeed	indeed	ADV
ajis02-287	15	2	,	,	PUNCT
ajis02-287	15	3	relational	relational	ADJ
ajis02-287	15	4	database	database	NOUN
ajis02-287	15	5	systems	system	NOUN
ajis02-287	15	6	are	be	AUX
ajis02-287	15	7	suited	suit	VERB
ajis02-287	15	8	for	for	ADP
ajis02-287	15	9	robust	robust	ADJ
ajis02-287	15	10	and	and	CCONJ
ajis02-287	15	11	efficient	efficient	ADJ
ajis02-287	15	12	on	on	ADP
ajis02-287	15	13	-	-	PUNCT
ajis02-287	15	14	line	line	NOUN
ajis02-287	15	15	transaction	transaction	NOUN
ajis02-287	15	16	processing	processing	NOUN
ajis02-287	15	17	(	(	PUNCT
ajis02-287	15	18	oltp	oltp	PROPN
ajis02-287	15	19	)	)	PUNCT
ajis02-287	15	20	on	on	ADP
ajis02-287	15	21	operational	operational	ADJ
ajis02-287	15	22	data	datum	NOUN
ajis02-287	15	23	.	.	PUNCT
ajis02-287	16	1	one	one	NUM
ajis02-287	16	2	of	of	ADP
ajis02-287	16	3	the	the	DET
ajis02-287	16	4	main	main	ADJ
ajis02-287	16	5	objectives	objective	NOUN
ajis02-287	16	6	of	of	ADP
ajis02-287	16	7	relational	relational	ADJ
ajis02-287	16	8	systems	system	NOUN
ajis02-287	16	9	is	be	AUX
ajis02-287	16	10	to	to	PART
ajis02-287	16	11	maximize	maximize	VERB
ajis02-287	16	12	transaction	transaction	NOUN
ajis02-287	16	13	throughput	throughput	NOUN
ajis02-287	16	14	and	and	CCONJ
ajis02-287	16	15	minimize	minimize	VERB
ajis02-287	16	16	concurrency	concurrency	NOUN
ajis02-287	16	17	conflicts	conflict	NOUN
ajis02-287	16	18	.	.	PUNCT
ajis02-287	17	1	however	however	ADV
ajis02-287	17	2	,	,	PUNCT
ajis02-287	17	3	these	these	DET
ajis02-287	17	4	systems	system	NOUN
ajis02-287	17	5	have	have	VERB
ajis02-287	17	6	generally	generally	ADV
ajis02-287	17	7	limited	limit	VERB
ajis02-287	17	8	decision	decision	NOUN
ajis02-287	17	9	support	support	NOUN
ajis02-287	17	10	functions	function	NOUN
ajis02-287	17	11	and	and	CCONJ
ajis02-287	17	12	do	do	AUX
ajis02-287	17	13	not	not	PART
ajis02-287	17	14	possess	possess	VERB
ajis02-287	17	15	or	or	CCONJ
ajis02-287	17	16	enable	enable	VERB
ajis02-287	17	17	the	the	DET
ajis02-287	17	18	extraction	extraction	NOUN
ajis02-287	17	19	of	of	ADP
ajis02-287	17	20	all	all	DET
ajis02-287	17	21	the	the	DET
ajis02-287	17	22	necessary	necessary	ADJ
ajis02-287	17	23	information	information	NOUN
ajis02-287	17	24	required	require	VERB
ajis02-287	17	25	for	for	ADP
ajis02-287	17	26	faster	fast	ADJ
ajis02-287	17	27	and	and	CCONJ
ajis02-287	17	28	more	more	ADV
ajis02-287	17	29	intelligent	intelligent	ADJ
ajis02-287	17	30	decision	decision	NOUN
ajis02-287	17	31	-	-	PUNCT
ajis02-287	17	32	making	make	VERB
ajis02-287	17	33	essential	essential	ADJ
ajis02-287	17	34	for	for	ADP
ajis02-287	17	35	the	the	DET
ajis02-287	17	36	growth	growth	NOUN
ajis02-287	17	37	of	of	ADP
ajis02-287	17	38	an	an	DET
ajis02-287	17	39	organisation	organisation	NOUN
ajis02-287	17	40	.	.	PUNCT
ajis02-287	18	1	for	for	ADP
ajis02-287	18	2	example	example	NOUN
ajis02-287	18	3	,	,	PUNCT
ajis02-287	18	4	it	it	PRON
ajis02-287	18	5	is	be	AUX
ajis02-287	18	6	hard	hard	ADJ
ajis02-287	18	7	for	for	SCONJ
ajis02-287	18	8	a	a	DET
ajis02-287	18	9	relational	relational	ADJ
ajis02-287	18	10	database	database	NOUN
ajis02-287	18	11	system	system	NOUN
ajis02-287	18	12	to	to	PART
ajis02-287	18	13	answer	answer	VERB
ajis02-287	18	14	queries	query	NOUN
ajis02-287	18	15	such	such	ADJ
ajis02-287	18	16	as	as	ADP
ajis02-287	18	17	what	what	PRON
ajis02-287	18	18	were	be	AUX
ajis02-287	18	19	the	the	DET
ajis02-287	18	20	supply	supply	NOUN
ajis02-287	18	21	patterns	pattern	NOUN
ajis02-287	18	22	of	of	ADP
ajis02-287	18	23	product	product	NOUN
ajis02-287	18	24	x	x	PUNCT
ajis02-287	18	25	in	in	ADP
ajis02-287	18	26	south	south	PROPN
ajis02-287	18	27	australia	australia	PROPN
ajis02-287	18	28	in	in	ADP
ajis02-287	18	29	1997	1997	NUM
ajis02-287	18	30	and	and	CCONJ
ajis02-287	18	31	how	how	SCONJ
ajis02-287	18	32	were	be	AUX
ajis02-287	18	33	they	they	PRON
ajis02-287	18	34	different	different	ADJ
ajis02-287	18	35	from	from	ADP
ajis02-287	18	36	the	the	DET
ajis02-287	18	37	previous	previous	ADJ
ajis02-287	18	38	year	year	NOUN
ajis02-287	18	39	?	?	PUNCT
ajis02-287	19	1	it	it	PRON
ajis02-287	19	2	has	have	AUX
ajis02-287	19	3	therefore	therefore	ADV
ajis02-287	19	4	become	become	VERB
ajis02-287	19	5	important	important	ADJ
ajis02-287	19	6	to	to	PART
ajis02-287	19	7	support	support	VERB
ajis02-287	19	8	analytical	analytical	ADJ
ajis02-287	19	9	processing	processing	NOUN
ajis02-287	19	10	capabilities	capability	NOUN
ajis02-287	19	11	in	in	ADP
ajis02-287	19	12	organisations	organisation	NOUN
ajis02-287	19	13	for	for	ADP
ajis02-287	19	14	(	(	PUNCT
ajis02-287	19	15	1	1	X
ajis02-287	19	16	)	)	PUNCT
ajis02-287	19	17	the	the	DET
ajis02-287	19	18	efficient	efficient	ADJ
ajis02-287	19	19	management	management	NOUN
ajis02-287	19	20	of	of	ADP
ajis02-287	19	21	organisations	organisation	NOUN
ajis02-287	19	22	,	,	PUNCT
ajis02-287	19	23	(	(	PUNCT
ajis02-287	19	24	2	2	X
ajis02-287	19	25	)	)	PUNCT
ajis02-287	19	26	effective	effective	ADJ
ajis02-287	19	27	marketing	marketing	NOUN
ajis02-287	19	28	strategies	strategy	NOUN
ajis02-287	19	29	and	and	CCONJ
ajis02-287	19	30	(	(	PUNCT
ajis02-287	19	31	3	3	X
ajis02-287	19	32	)	)	PUNCT
ajis02-287	19	33	efficient	efficient	ADJ
ajis02-287	19	34	and	and	CCONJ
ajis02-287	19	35	intelligent	intelligent	ADJ
ajis02-287	19	36	decision	decision	NOUN
ajis02-287	19	37	-	-	PUNCT
ajis02-287	19	38	making	making	NOUN
ajis02-287	19	39	.	.	PUNCT
ajis02-287	20	1	on	on	ADP
ajis02-287	20	2	-	-	PUNCT
ajis02-287	20	3	line	line	NOUN
ajis02-287	20	4	analytical	analytical	ADJ
ajis02-287	20	5	processing	processing	NOUN
ajis02-287	20	6	(	(	PUNCT
ajis02-287	20	7	olap	olap	ADJ
ajis02-287	20	8	)	)	PUNCT
ajis02-287	20	9	tools	tool	NOUN
ajis02-287	20	10	are	be	AUX
ajis02-287	20	11	well	well	ADV
ajis02-287	20	12	-	-	PUNCT
ajis02-287	20	13	suited	suit	VERB
ajis02-287	20	14	for	for	ADP
ajis02-287	20	15	complex	complex	ADJ
ajis02-287	20	16	data	datum	NOUN
ajis02-287	20	17	analysis	analysis	NOUN
ajis02-287	20	18	,	,	PUNCT
ajis02-287	20	19	such	such	ADJ
ajis02-287	20	20	as	as	ADP
ajis02-287	20	21	multidimensional	multidimensional	ADJ
ajis02-287	20	22	data	datum	NOUN
ajis02-287	20	23	analysis	analysis	NOUN
ajis02-287	20	24	,	,	PUNCT
ajis02-287	20	25	and	and	CCONJ
ajis02-287	20	26	to	to	PART
ajis02-287	20	27	assist	assist	VERB
ajis02-287	20	28	in	in	ADP
ajis02-287	20	29	decision	decision	NOUN
ajis02-287	20	30	support	support	NOUN
ajis02-287	20	31	activities	activity	NOUN
ajis02-287	20	32	which	which	PRON
ajis02-287	20	33	access	access	NOUN
ajis02-287	20	34	data	datum	NOUN
ajis02-287	20	35	from	from	ADP
ajis02-287	20	36	a	a	DET
ajis02-287	20	37	separate	separate	ADJ
ajis02-287	20	38	data	data	NOUN
ajis02-287	20	39	warehouse	warehouse	NOUN
ajis02-287	20	40	,	,	PUNCT
ajis02-287	20	41	which	which	PRON
ajis02-287	20	42	may	may	AUX
ajis02-287	20	43	consist	consist	VERB
ajis02-287	20	44	of	of	ADP
ajis02-287	20	45	data	datum	NOUN
ajis02-287	20	46	collected	collect	VERB
ajis02-287	20	47	from	from	ADP
ajis02-287	20	48	many	many	ADJ
ajis02-287	20	49	,	,	PUNCT
ajis02-287	20	50	possibly	possibly	ADV
ajis02-287	20	51	heterogeneous	heterogeneous	ADJ
ajis02-287	20	52	,	,	PUNCT
ajis02-287	20	53	operational	operational	ADJ
ajis02-287	20	54	and	and	CCONJ
ajis02-287	20	55	legacy	legacy	NOUN
ajis02-287	20	56	data	datum	NOUN
ajis02-287	20	57	sources	source	NOUN
ajis02-287	20	58	.	.	PUNCT
ajis02-287	21	1	the	the	DET
ajis02-287	21	2	data	data	NOUN
ajis02-287	21	3	warehouse	warehouse	NOUN
ajis02-287	21	4	system	system	NOUN
ajis02-287	21	5	is	be	AUX
ajis02-287	21	6	typically	typically	ADV
ajis02-287	21	7	tuned	tune	VERB
ajis02-287	21	8	for	for	ADP
ajis02-287	21	9	a	a	DET
ajis02-287	21	10	smaller	small	ADJ
ajis02-287	21	11	community	community	NOUN
ajis02-287	21	12	of	of	ADP
ajis02-287	21	13	users	user	NOUN
ajis02-287	21	14	including	include	VERB
ajis02-287	21	15	business	business	NOUN
ajis02-287	21	16	and	and	CCONJ
ajis02-287	21	17	technical	technical	ADJ
ajis02-287	21	18	managers	manager	NOUN
ajis02-287	21	19	,	,	PUNCT
ajis02-287	21	20	directors	director	NOUN
ajis02-287	21	21	and/or	and/or	CCONJ
ajis02-287	21	22	decision	decision	NOUN
ajis02-287	21	23	-	-	PUNCT
ajis02-287	21	24	makers	maker	NOUN
ajis02-287	21	25	.	.	PUNCT
ajis02-287	22	1	a	a	DET
ajis02-287	22	2	data	data	NOUN
ajis02-287	22	3	warehouse	warehouse	NOUN
ajis02-287	22	4	is	be	AUX
ajis02-287	22	5	a	a	DET
ajis02-287	22	6	set	set	NOUN
ajis02-287	22	7	of	of	ADP
ajis02-287	22	8	subject	subject	NOUN
ajis02-287	22	9	-	-	PUNCT
ajis02-287	22	10	oriented	orient	VERB
ajis02-287	22	11	,	,	PUNCT
ajis02-287	22	12	integrated	integrate	VERB
ajis02-287	22	13	,	,	PUNCT
ajis02-287	22	14	time	time	NOUN
ajis02-287	22	15	-	-	PUNCT
ajis02-287	22	16	varying	vary	VERB
ajis02-287	22	17	and	and	CCONJ
ajis02-287	22	18	non	non	ADJ
ajis02-287	22	19	-	-	ADJ
ajis02-287	22	20	volatile	volatile	ADJ
ajis02-287	22	21	databases	database	NOUN
ajis02-287	22	22	used	use	VERB
ajis02-287	22	23	to	to	PART
ajis02-287	22	24	support	support	VERB
ajis02-287	22	25	the	the	DET
ajis02-287	22	26	decision	decision	NOUN
ajis02-287	22	27	-	-	PUNCT
ajis02-287	22	28	making	make	VERB
ajis02-287	22	29	activities	activity	NOUN
ajis02-287	22	30	(	(	PUNCT
ajis02-287	22	31	inmon	inmon	PROPN
ajis02-287	22	32	1992	1992	NUM
ajis02-287	22	33	)	)	PUNCT
ajis02-287	22	34	.	.	PUNCT
ajis02-287	23	1	the	the	DET
ajis02-287	23	2	term	term	NOUN
ajis02-287	23	3	subject	subject	NOUN
ajis02-287	23	4	-	-	PUNCT
ajis02-287	23	5	oriented	orient	VERB
ajis02-287	23	6	indicates	indicate	VERB
ajis02-287	23	7	that	that	SCONJ
ajis02-287	23	8	information	information	NOUN
ajis02-287	23	9	is	be	AUX
ajis02-287	23	10	arranged	arrange	VERB
ajis02-287	23	11	according	accord	VERB
ajis02-287	23	12	to	to	ADP
ajis02-287	23	13	the	the	DET
ajis02-287	23	14	business	business	NOUN
ajis02-287	23	15	areas	area	NOUN
ajis02-287	23	16	of	of	ADP
ajis02-287	23	17	an	an	DET
ajis02-287	23	18	organisation	organisation	NOUN
ajis02-287	23	19	,	,	PUNCT
ajis02-287	23	20	such	such	ADJ
ajis02-287	23	21	as	as	ADP
ajis02-287	23	22	manufacturing	manufacturing	NOUN
ajis02-287	23	23	,	,	PUNCT
ajis02-287	23	24	sales	sale	NOUN
ajis02-287	23	25	,	,	PUNCT
ajis02-287	23	26	marketing	marketing	NOUN
ajis02-287	23	27	,	,	PUNCT
ajis02-287	23	28	finance	finance	NOUN
ajis02-287	23	29	,	,	PUNCT
ajis02-287	23	30	etc	etc	X
ajis02-287	23	31	.	.	X
ajis02-287	24	1	the	the	DET
ajis02-287	24	2	term	term	NOUN
ajis02-287	24	3	integrated	integrate	VERB
ajis02-287	24	4	refers	refer	VERB
ajis02-287	24	5	to	to	ADP
ajis02-287	24	6	the	the	DET
ajis02-287	24	7	fact	fact	NOUN
ajis02-287	24	8	that	that	SCONJ
ajis02-287	24	9	a	a	DET
ajis02-287	24	10	data	data	NOUN
ajis02-287	24	11	warehouse	warehouse	NOUN
ajis02-287	24	12	integrates	integrate	VERB
ajis02-287	24	13	data	datum	NOUN
ajis02-287	24	14	derived	derive	VERB
ajis02-287	24	15	from	from	ADP
ajis02-287	24	16	various	various	ADJ
ajis02-287	24	17	functional	functional	ADJ
ajis02-287	24	18	41	41	NUM
ajis02-287	24	19	ajis	ajis	NOUN
ajis02-287	24	20	vol	vol	NOUN
ajis02-287	24	21	.	.	PROPN
ajis02-287	25	1	7	7	NUM
ajis02-287	26	1	no	no	NOUN
ajis02-287	26	2	.	.	NOUN
ajis02-287	26	3	1	1	NUM
ajis02-287	26	4	sept	sept	PROPN
ajis02-287	26	5	1999	1999	NUM
ajis02-287	26	6	systems	system	NOUN
ajis02-287	26	7	in	in	ADP
ajis02-287	26	8	the	the	DET
ajis02-287	26	9	organisation	organisation	NOUN
ajis02-287	26	10	and	and	CCONJ
ajis02-287	26	11	provides	provide	VERB
ajis02-287	26	12	a	a	DET
ajis02-287	26	13	unified	unified	ADJ
ajis02-287	26	14	and	and	CCONJ
ajis02-287	26	15	consistent	consistent	ADJ
ajis02-287	26	16	view	view	NOUN
ajis02-287	26	17	of	of	ADP
ajis02-287	26	18	the	the	DET
ajis02-287	26	19	overall	overall	ADJ
ajis02-287	26	20	organisational	organisational	ADJ
ajis02-287	26	21	situation	situation	NOUN
ajis02-287	26	22	.	.	PUNCT
ajis02-287	27	1	time	time	NOUN
ajis02-287	27	2	-	-	PUNCT
ajis02-287	27	3	variant	variant	NOUN
ajis02-287	27	4	means	mean	VERB
ajis02-287	27	5	that	that	SCONJ
ajis02-287	27	6	warehouse	warehouse	NOUN
ajis02-287	27	7	data	datum	NOUN
ajis02-287	27	8	is	be	AUX
ajis02-287	27	9	able	able	ADJ
ajis02-287	27	10	to	to	PART
ajis02-287	27	11	represent	represent	VERB
ajis02-287	27	12	the	the	DET
ajis02-287	27	13	flow	flow	NOUN
ajis02-287	27	14	of	of	ADP
ajis02-287	27	15	data	datum	NOUN
ajis02-287	27	16	through	through	ADP
ajis02-287	27	17	time	time	NOUN
ajis02-287	27	18	,	,	PUNCT
ajis02-287	27	19	and	and	CCONJ
ajis02-287	27	20	queries	query	NOUN
ajis02-287	27	21	may	may	AUX
ajis02-287	27	22	be	be	AUX
ajis02-287	27	23	based	base	VERB
ajis02-287	27	24	on	on	ADP
ajis02-287	27	25	time	time	NOUN
ajis02-287	27	26	ranges	range	NOUN
ajis02-287	27	27	.	.	PUNCT
ajis02-287	28	1	the	the	DET
ajis02-287	28	2	data	data	NOUN
ajis02-287	28	3	is	be	AUX
ajis02-287	28	4	non	non	ADJ
ajis02-287	28	5	-	-	ADJ
ajis02-287	28	6	volatile	volatile	ADJ
ajis02-287	28	7	in	in	SCONJ
ajis02-287	28	8	that	that	SCONJ
ajis02-287	28	9	it	it	PRON
ajis02-287	28	10	is	be	AUX
ajis02-287	28	11	always	always	ADV
ajis02-287	28	12	appended	append	VERB
ajis02-287	28	13	to	to	PART
ajis02-287	28	14	(	(	PUNCT
ajis02-287	28	15	and	and	CCONJ
ajis02-287	28	16	rarely	rarely	ADV
ajis02-287	28	17	deleted	delete	VERB
ajis02-287	28	18	from	from	ADP
ajis02-287	28	19	)	)	PUNCT
ajis02-287	28	20	the	the	DET
ajis02-287	28	21	warehouse	warehouse	NOUN
ajis02-287	28	22	thus	thus	ADV
ajis02-287	28	23	maintaining	maintain	VERB
ajis02-287	28	24	the	the	DET
ajis02-287	28	25	company	company	NOUN
ajis02-287	28	26	's	's	PART
ajis02-287	28	27	entire	entire	ADJ
ajis02-287	28	28	history	history	NOUN
ajis02-287	28	29	.	.	PUNCT
ajis02-287	29	1	thus	thus	ADV
ajis02-287	29	2	,	,	PUNCT
ajis02-287	29	3	a	a	DET
ajis02-287	29	4	data	data	NOUN
ajis02-287	29	5	warehouse	warehouse	NOUN
ajis02-287	29	6	system	system	NOUN
ajis02-287	29	7	is	be	AUX
ajis02-287	29	8	a	a	DET
ajis02-287	29	9	repository	repository	NOUN
ajis02-287	29	10	system	system	NOUN
ajis02-287	29	11	that	that	PRON
ajis02-287	29	12	contains	contain	VERB
ajis02-287	29	13	highly	highly	ADV
ajis02-287	29	14	aggregated	aggregate	VERB
ajis02-287	29	15	and	and	CCONJ
ajis02-287	29	16	summarised	summarise	VERB
ajis02-287	29	17	data	datum	NOUN
ajis02-287	29	18	used	use	VERB
ajis02-287	29	19	for	for	ADP
ajis02-287	29	20	complex	complex	ADJ
ajis02-287	29	21	data	datum	NOUN
ajis02-287	29	22	analysis	analysis	NOUN
ajis02-287	29	23	and	and	CCONJ
ajis02-287	29	24	decision	decision	NOUN
ajis02-287	29	25	support	support	NOUN
ajis02-287	29	26	activities	activity	NOUN
ajis02-287	29	27	,	,	PUNCT
ajis02-287	29	28	such	such	ADJ
ajis02-287	29	29	as	as	ADP
ajis02-287	29	30	data	data	NOUN
ajis02-287	29	31	mining	mining	NOUN
ajis02-287	29	32	,	,	PUNCT
ajis02-287	29	33	comparisons	comparison	NOUN
ajis02-287	29	34	of	of	ADP
ajis02-287	29	35	historical	historical	ADJ
ajis02-287	29	36	data	datum	NOUN
ajis02-287	29	37	and	and	CCONJ
ajis02-287	29	38	trend	trend	NOUN
ajis02-287	29	39	analysis	analysis	NOUN
ajis02-287	29	40	.	.	PUNCT
ajis02-287	30	1	for	for	ADP
ajis02-287	30	2	efficient	efficient	ADJ
ajis02-287	30	3	and	and	CCONJ
ajis02-287	30	4	correct	correct	ADJ
ajis02-287	30	5	analysis	analysis	NOUN
ajis02-287	30	6	,	,	PUNCT
ajis02-287	30	7	the	the	DET
ajis02-287	30	8	quality	quality	NOUN
ajis02-287	30	9	of	of	ADP
ajis02-287	30	10	data	datum	NOUN
ajis02-287	30	11	is	be	AUX
ajis02-287	30	12	important	important	ADJ
ajis02-287	30	13	,	,	PUNCT
ajis02-287	30	14	that	that	ADV
ajis02-287	30	15	is	is	ADV
ajis02-287	30	16	,	,	PUNCT
ajis02-287	30	17	•	•	SCONJ
ajis02-287	30	18	the	the	DET
ajis02-287	30	19	warehouse	warehouse	NOUN
ajis02-287	30	20	data	datum	NOUN
ajis02-287	30	21	should	should	AUX
ajis02-287	30	22	be	be	AUX
ajis02-287	30	23	accurate	accurate	ADJ
ajis02-287	30	24	,	,	PUNCT
ajis02-287	30	25	complete	complete	ADJ
ajis02-287	30	26	,	,	PUNCT
ajis02-287	30	27	consistent	consistent	ADJ
ajis02-287	30	28	,	,	PUNCT
ajis02-287	30	29	integrated	integrated	ADJ
ajis02-287	30	30	,	,	PUNCT
ajis02-287	30	31	well	well	ADV
ajis02-287	30	32	-	-	PUNCT
ajis02-287	30	33	defined	define	VERB
ajis02-287	30	34	and	and	CCONJ
ajis02-287	30	35	time	time	NOUN
ajis02-287	30	36	-	-	PUNCT
ajis02-287	30	37	stamped	stamp	VERB
ajis02-287	30	38	for	for	ADP
ajis02-287	30	39	informational	informational	ADJ
ajis02-287	30	40	purposes	purpose	NOUN
ajis02-287	30	41	,	,	PUNCT
ajis02-287	30	42	•	•	ADP
ajis02-287	30	43	the	the	DET
ajis02-287	30	44	warehouse	warehouse	NOUN
ajis02-287	30	45	data	datum	NOUN
ajis02-287	30	46	should	should	AUX
ajis02-287	30	47	conform	conform	VERB
ajis02-287	30	48	to	to	PART
ajis02-287	30	49	appropriate	appropriate	VERB
ajis02-287	30	50	business	business	NOUN
ajis02-287	30	51	rules	rule	NOUN
ajis02-287	30	52	and	and	CCONJ
ajis02-287	30	53	satisfy	satisfy	VERB
ajis02-287	30	54	integrity	integrity	NOUN
ajis02-287	30	55	constraints	constraint	NOUN
ajis02-287	30	56	,	,	PUNCT
ajis02-287	30	57	including	include	VERB
ajis02-287	30	58	primary	primary	ADJ
ajis02-287	30	59	/	/	SYM
ajis02-287	30	60	foreign	foreign	ADJ
ajis02-287	30	61	keys	key	NOUN
ajis02-287	30	62	,	,	PUNCT
ajis02-287	30	63	referential	referential	ADJ
ajis02-287	30	64	integrity	integrity	NOUN
ajis02-287	30	65	and	and	CCONJ
ajis02-287	30	66	data	datum	NOUN
ajis02-287	30	67	dependencies	dependency	NOUN
ajis02-287	30	68	,	,	PUNCT
ajis02-287	30	69	•	•	NOUN
ajis02-287	30	70	users	user	NOUN
ajis02-287	30	71	,	,	PUNCT
ajis02-287	30	72	including	include	VERB
ajis02-287	30	73	the	the	DET
ajis02-287	30	74	auditors	auditor	NOUN
ajis02-287	30	75	,	,	PUNCT
ajis02-287	30	76	should	should	AUX
ajis02-287	30	77	be	be	AUX
ajis02-287	30	78	satisfied	satisfied	ADJ
ajis02-287	30	79	with	with	ADP
ajis02-287	30	80	the	the	DET
ajis02-287	30	81	quality	quality	NOUN
ajis02-287	30	82	of	of	ADP
ajis02-287	30	83	data	datum	NOUN
ajis02-287	30	84	and	and	CCONJ
ajis02-287	30	85	information	information	NOUN
ajis02-287	30	86	derived	derive	VERB
ajis02-287	30	87	from	from	ADP
ajis02-287	30	88	warehouse	warehouse	NOUN
ajis02-287	30	89	.	.	PUNCT
ajis02-287	31	1	typical	typical	ADJ
ajis02-287	31	2	warehouse	warehouse	NOUN
ajis02-287	31	3	queries	query	NOUN
ajis02-287	31	4	are	be	AUX
ajis02-287	31	5	complex	complex	ADJ
ajis02-287	31	6	and	and	CCONJ
ajis02-287	31	7	ad	ad	NOUN
ajis02-287	31	8	-	-	PUNCT
ajis02-287	31	9	hoc	hoc	X
ajis02-287	31	10	in	in	ADP
ajis02-287	31	11	nature	nature	NOUN
ajis02-287	31	12	and	and	CCONJ
ajis02-287	31	13	generally	generally	ADV
ajis02-287	31	14	these	these	DET
ajis02-287	31	15	queries	query	NOUN
ajis02-287	31	16	access	access	VERB
ajis02-287	31	17	huge	huge	ADJ
ajis02-287	31	18	volumes	volume	NOUN
ajis02-287	31	19	of	of	ADP
ajis02-287	31	20	warehouse	warehouse	NOUN
ajis02-287	31	21	data	datum	NOUN
ajis02-287	31	22	and	and	CCONJ
ajis02-287	31	23	perform	perform	VERB
ajis02-287	31	24	many	many	ADJ
ajis02-287	31	25	joins	join	NOUN
ajis02-287	31	26	and	and	CCONJ
ajis02-287	31	27	aggregations	aggregation	NOUN
ajis02-287	31	28	.	.	PUNCT
ajis02-287	32	1	query	query	NOUN
ajis02-287	32	2	response	response	NOUN
ajis02-287	32	3	time	time	NOUN
ajis02-287	32	4	and	and	CCONJ
ajis02-287	32	5	throughput	throughput	NOUN
ajis02-287	32	6	are	be	AUX
ajis02-287	32	7	therefore	therefore	ADV
ajis02-287	32	8	more	more	ADV
ajis02-287	32	9	important	important	ADJ
ajis02-287	32	10	than	than	ADP
ajis02-287	32	11	transaction	transaction	NOUN
ajis02-287	32	12	throughput	throughput	NOUN
ajis02-287	32	13	.	.	PUNCT
ajis02-287	33	1	in	in	ADP
ajis02-287	33	2	summary	summary	NOUN
ajis02-287	33	3	,	,	PUNCT
ajis02-287	33	4	the	the	DET
ajis02-287	33	5	data	data	NOUN
ajis02-287	33	6	warehousing	warehousing	NOUN
ajis02-287	33	7	environment	environment	NOUN
ajis02-287	33	8	provides	provide	VERB
ajis02-287	33	9	a	a	DET
ajis02-287	33	10	computerised	computerised	ADJ
ajis02-287	33	11	interface	interface	NOUN
ajis02-287	33	12	that	that	PRON
ajis02-287	33	13	enables	enable	VERB
ajis02-287	33	14	business	business	NOUN
ajis02-287	33	15	decision	decision	NOUN
ajis02-287	33	16	-	-	PUNCT
ajis02-287	33	17	makers	maker	NOUN
ajis02-287	33	18	to	to	PART
ajis02-287	33	19	creatively	creatively	ADV
ajis02-287	33	20	approach	approach	VERB
ajis02-287	33	21	,	,	PUNCT
ajis02-287	33	22	analyse	analyse	NOUN
ajis02-287	33	23	and	and	CCONJ
ajis02-287	33	24	understand	understand	VERB
ajis02-287	33	25	business	business	NOUN
ajis02-287	33	26	problems	problem	NOUN
ajis02-287	33	27	.	.	PUNCT
ajis02-287	34	1	the	the	DET
ajis02-287	34	2	aim	aim	NOUN
ajis02-287	34	3	of	of	ADP
ajis02-287	34	4	the	the	DET
ajis02-287	34	5	data	data	NOUN
ajis02-287	34	6	warehouse	warehouse	NOUN
ajis02-287	34	7	system	system	NOUN
ajis02-287	34	8	is	be	AUX
ajis02-287	34	9	to	to	PART
ajis02-287	34	10	turn	turn	VERB
ajis02-287	34	11	data	datum	NOUN
ajis02-287	34	12	into	into	ADP
ajis02-287	34	13	strategic	strategic	ADJ
ajis02-287	34	14	decision	decision	NOUN
ajis02-287	34	15	making	make	VERB
ajis02-287	34	16	information	information	NOUN
ajis02-287	34	17	and	and	CCONJ
ajis02-287	34	18	to	to	PART
ajis02-287	34	19	bring	bring	VERB
ajis02-287	34	20	solutions	solution	NOUN
ajis02-287	34	21	to	to	ADP
ajis02-287	34	22	users	user	NOUN
ajis02-287	34	23	.	.	PUNCT
ajis02-287	35	1	this	this	DET
ajis02-287	35	2	process	process	NOUN
ajis02-287	35	3	is	be	AUX
ajis02-287	35	4	done	do	VERB
ajis02-287	35	5	by	by	ADP
ajis02-287	35	6	tuning	tune	VERB
ajis02-287	35	7	the	the	DET
ajis02-287	35	8	data	datum	NOUN
ajis02-287	35	9	at	at	ADP
ajis02-287	35	10	many	many	ADJ
ajis02-287	35	11	steps	step	NOUN
ajis02-287	35	12	.	.	PUNCT
ajis02-287	36	1	(	(	PUNCT
ajis02-287	36	2	)	)	PUNCT
ajis02-287	36	3	observe	observe	VERB
ajis02-287	36	4	s	s	X
ajis02-287	36	5	"	"	PUNCT
ajis02-287	36	6	\	\	NOUN
ajis02-287	36	7	*	*	PUNCT
ajis02-287	36	8	(	(	PUNCT
ajis02-287	36	9	information	information	NOUN
ajis02-287	36	10	1̂	1̂	NOUN
ajis02-287	36	11	verify	verify	VERB
ajis02-287	36	12	and	and	CCONJ
ajis02-287	36	13	assimilate	assimilate	VERB
ajis02-287	36	14	(	(	PUNCT
ajis02-287	36	15	knowledge	knowledge	NOUN
ajis02-287	36	16	j^	j^	NOUN
ajis02-287	36	17	synthesize	synthesize	VERB
ajis02-287	36	18	and	and	CCONJ
ajis02-287	36	19	analyse	analyse	NOUN
ajis02-287	36	20	[	[	PUNCT
ajis02-287	36	21	decision	decision	NOUN
ajis02-287	36	22	t	t	NOUN
ajis02-287	36	23	_	_	NOUN
ajis02-287	36	24	evaluate	evaluate	VERB
ajis02-287	36	25	and	and	CCONJ
ajis02-287	36	26	apply	apply	VERB
ajis02-287	36	27	c	c	PROPN
ajis02-287	36	28	direction	direction	NOUN
ajis02-287	36	29	jf	jf	PROPN
ajis02-287	36	30	execute	execute	VERB
ajis02-287	36	31	and	and	CCONJ
ajis02-287	36	32	determine	determine	VERB
ajis02-287	36	33	figure	figure	NOUN
ajis02-287	36	34	1	1	NUM
ajis02-287	36	35	.	.	PUNCT
ajis02-287	37	1	data	datum	NOUN
ajis02-287	37	2	analysis	analysis	NOUN
ajis02-287	37	3	chart	chart	NOUN
ajis02-287	37	4	data	datum	NOUN
ajis02-287	37	5	warehousing	warehousing	NOUN
ajis02-287	37	6	system	system	NOUN
ajis02-287	37	7	the	the	DET
ajis02-287	37	8	data	data	NOUN
ajis02-287	37	9	warehouse	warehouse	NOUN
ajis02-287	37	10	creation	creation	NOUN
ajis02-287	37	11	and	and	CCONJ
ajis02-287	37	12	management	management	NOUN
ajis02-287	37	13	component	component	NOUN
ajis02-287	37	14	includes	include	VERB
ajis02-287	37	15	software	software	NOUN
ajis02-287	37	16	tools	tool	NOUN
ajis02-287	37	17	for	for	ADP
ajis02-287	37	18	selecting	select	VERB
ajis02-287	37	19	data	datum	NOUN
ajis02-287	37	20	from	from	ADP
ajis02-287	37	21	appropriate	appropriate	ADJ
ajis02-287	37	22	information	information	NOUN
ajis02-287	37	23	sources	source	NOUN
ajis02-287	37	24	(	(	PUNCT
ajis02-287	37	25	which	which	PRON
ajis02-287	37	26	could	could	AUX
ajis02-287	37	27	be	be	AUX
ajis02-287	37	28	operational	operational	ADJ
ajis02-287	37	29	,	,	PUNCT
ajis02-287	37	30	legacy	legacy	NOUN
ajis02-287	37	31	,	,	PUNCT
ajis02-287	37	32	external	external	ADJ
ajis02-287	37	33	,	,	PUNCT
ajis02-287	37	34	etc	etc	X
ajis02-287	37	35	.	.	X
ajis02-287	37	36	and	and	CCONJ
ajis02-287	37	37	which	which	PRON
ajis02-287	37	38	may	may	AUX
ajis02-287	37	39	be	be	AUX
ajis02-287	37	40	distributed	distribute	VERB
ajis02-287	37	41	,	,	PUNCT
ajis02-287	37	42	autonomous	autonomous	ADJ
ajis02-287	37	43	and	and	CCONJ
ajis02-287	37	44	heterogeneous	heterogeneous	ADJ
ajis02-287	37	45	)	)	PUNCT
ajis02-287	37	46	,	,	PUNCT
ajis02-287	37	47	and	and	CCONJ
ajis02-287	37	48	cleaning	clean	VERB
ajis02-287	37	49	,	,	PUNCT
ajis02-287	37	50	transforming	transform	VERB
ajis02-287	37	51	,	,	PUNCT
ajis02-287	37	52	integrating	integrate	VERB
ajis02-287	37	53	and	and	CCONJ
ajis02-287	37	54	propagating	propagate	VERB
ajis02-287	37	55	data	datum	NOUN
ajis02-287	37	56	into	into	ADP
ajis02-287	37	57	the	the	DET
ajis02-287	37	58	data	datum	NOUN
ajis02-287	37	59	warehouse	warehouse	NOUN
ajis02-287	37	60	.	.	PUNCT
ajis02-287	38	1	it	it	PRON
ajis02-287	38	2	also	also	ADV
ajis02-287	38	3	refreshes	refresh	VERB
ajis02-287	38	4	the	the	DET
ajis02-287	38	5	warehouse	warehouse	NOUN
ajis02-287	38	6	data	datum	NOUN
ajis02-287	38	7	and	and	CCONJ
ajis02-287	38	8	metadata	metadata	NOUN
ajis02-287	38	9	when	when	SCONJ
ajis02-287	38	10	source	source	NOUN
ajis02-287	38	11	data	datum	NOUN
ajis02-287	38	12	are	be	AUX
ajis02-287	38	13	updated	update	VERB
ajis02-287	38	14	.	.	PUNCT
ajis02-287	39	1	this	this	DET
ajis02-287	39	2	component	component	NOUN
ajis02-287	39	3	is	be	AUX
ajis02-287	39	4	also	also	ADV
ajis02-287	39	5	responsible	responsible	ADJ
ajis02-287	39	6	for	for	ADP
ajis02-287	39	7	managing	manage	VERB
ajis02-287	39	8	the	the	DET
ajis02-287	39	9	warehouse	warehouse	NOUN
ajis02-287	39	10	data	datum	NOUN
ajis02-287	39	11	,	,	PUNCT
ajis02-287	39	12	creating	create	VERB
ajis02-287	39	13	indices	index	NOUN
ajis02-287	39	14	on	on	ADP
ajis02-287	39	15	data	datum	NOUN
ajis02-287	39	16	tables	table	NOUN
ajis02-287	39	17	and	and	CCONJ
ajis02-287	39	18	data	datum	NOUN
ajis02-287	39	19	partitioning	partitioning	NOUN
ajis02-287	39	20	.	.	PUNCT
ajis02-287	40	1	the	the	DET
ajis02-287	40	2	warehouse	warehouse	NOUN
ajis02-287	40	3	data	data	NOUN
ajis02-287	40	4	contains	contain	VERB
ajis02-287	40	5	the	the	DET
ajis02-287	40	6	detail	detail	NOUN
ajis02-287	40	7	data	data	NOUN
ajis02-287	40	8	,	,	PUNCT
ajis02-287	40	9	summary	summary	NOUN
ajis02-287	40	10	data	datum	NOUN
ajis02-287	40	11	,	,	PUNCT
ajis02-287	40	12	consolidated	consolidated	ADJ
ajis02-287	40	13	data	datum	NOUN
ajis02-287	40	14	and/or	and/or	CCONJ
ajis02-287	40	15	multidimensional	multidimensional	ADJ
ajis02-287	40	16	data	datum	NOUN
ajis02-287	40	17	.	.	PUNCT
ajis02-287	41	1	the	the	DET
ajis02-287	41	2	metadata	metadata	NOUN
ajis02-287	41	3	is	be	AUX
ajis02-287	41	4	generally	generally	ADV
ajis02-287	41	5	held	hold	VERB
ajis02-287	41	6	in	in	ADP
ajis02-287	41	7	a	a	DET
ajis02-287	41	8	separate	separate	ADJ
ajis02-287	41	9	repository	repository	NOUN
ajis02-287	41	10	.	.	PUNCT
ajis02-287	42	1	the	the	DET
ajis02-287	42	2	metadata	metadata	NOUN
ajis02-287	42	3	contains	contain	VERB
ajis02-287	42	4	the	the	DET
ajis02-287	42	5	informational	informational	ADJ
ajis02-287	42	6	data	datum	NOUN
ajis02-287	42	7	about	about	ADP
ajis02-287	42	8	the	the	DET
ajis02-287	42	9	creation	creation	NOUN
ajis02-287	42	10	,	,	PUNCT
ajis02-287	42	11	management	management	NOUN
ajis02-287	42	12	and	and	CCONJ
ajis02-287	42	13	usage	usage	NOUN
ajis02-287	42	14	of	of	ADP
ajis02-287	42	15	the	the	DET
ajis02-287	42	16	data	datum	NOUN
ajis02-287	42	17	warehouse	warehouse	NOUN
ajis02-287	42	18	.	.	PUNCT
ajis02-287	43	1	it	it	PRON
ajis02-287	43	2	serves	serve	VERB
ajis02-287	43	3	as	as	ADP
ajis02-287	43	4	a	a	DET
ajis02-287	43	5	bridge	bridge	NOUN
ajis02-287	43	6	between	between	ADP
ajis02-287	43	7	the	the	DET
ajis02-287	43	8	users	user	NOUN
ajis02-287	43	9	of	of	ADP
ajis02-287	43	10	the	the	DET
ajis02-287	43	11	warehouse	warehouse	NOUN
ajis02-287	43	12	and	and	CCONJ
ajis02-287	43	13	the	the	DET
ajis02-287	43	14	data	datum	NOUN
ajis02-287	43	15	contained	contain	VERB
ajis02-287	43	16	in	in	ADP
ajis02-287	43	17	it	it	PRON
ajis02-287	43	18	.	.	PUNCT
ajis02-287	44	1	the	the	DET
ajis02-287	44	2	warehouse	warehouse	NOUN
ajis02-287	44	3	data	datum	NOUN
ajis02-287	44	4	is	be	AUX
ajis02-287	44	5	also	also	ADV
ajis02-287	44	6	accessed	access	VERB
ajis02-287	44	7	by	by	ADP
ajis02-287	44	8	the	the	DET
ajis02-287	44	9	olap	olap	ADJ
ajis02-287	44	10	server	server	NOUN
ajis02-287	44	11	to	to	PART
ajis02-287	44	12	present	present	VERB
ajis02-287	44	13	the	the	DET
ajis02-287	44	14	data	datum	NOUN
ajis02-287	44	15	in	in	ADP
ajis02-287	44	16	a	a	DET
ajis02-287	44	17	multi	multi	ADJ
ajis02-287	44	18	-	-	ADJ
ajis02-287	44	19	dimensional	dimensional	ADJ
ajis02-287	44	20	way	way	NOUN
ajis02-287	44	21	to	to	ADP
ajis02-287	44	22	the	the	DET
ajis02-287	44	23	front	front	ADJ
ajis02-287	44	24	-	-	PUNCT
ajis02-287	44	25	end	end	NOUN
ajis02-287	44	26	tools	tool	NOUN
ajis02-287	44	27	(	(	PUNCT
ajis02-287	44	28	such	such	ADJ
ajis02-287	44	29	as	as	ADP
ajis02-287	44	30	analytical	analytical	ADJ
ajis02-287	44	31	tools	tool	NOUN
ajis02-287	44	32	,	,	PUNCT
ajis02-287	44	33	report	report	VERB
ajis02-287	44	34	writers	writer	NOUN
ajis02-287	44	35	,	,	PUNCT
ajis02-287	44	36	spreadsheets	spreadsheet	NOUN
ajis02-287	44	37	and	and	CCONJ
ajis02-287	44	38	data	datum	NOUN
ajis02-287	44	39	mining	mining	NOUN
ajis02-287	44	40	tools	tool	NOUN
ajis02-287	44	41	)	)	PUNCT
ajis02-287	44	42	for	for	ADP
ajis02-287	44	43	analysis	analysis	NOUN
ajis02-287	44	44	and	and	CCONJ
ajis02-287	44	45	informational	informational	ADJ
ajis02-287	44	46	purposes	purpose	NOUN
ajis02-287	44	47	.	.	PUNCT
ajis02-287	45	1	essentially	essentially	ADV
ajis02-287	45	2	,	,	PUNCT
ajis02-287	45	3	the	the	DET
ajis02-287	45	4	olap	olap	ADJ
ajis02-287	45	5	server	server	NOUN
ajis02-287	45	6	interprets	interpret	VERB
ajis02-287	45	7	client	client	NOUN
ajis02-287	45	8	queries	query	NOUN
ajis02-287	45	9	(	(	PUNCT
ajis02-287	45	10	the	the	DET
ajis02-287	45	11	client	client	NOUN
ajis02-287	45	12	interacts	interact	VERB
ajis02-287	45	13	with	with	ADP
ajis02-287	45	14	front	front	ADJ
ajis02-287	45	15	-	-	PUNCT
ajis02-287	45	16	end	end	NOUN
ajis02-287	45	17	tools	tool	NOUN
ajis02-287	45	18	and	and	CCONJ
ajis02-287	45	19	passes	pass	VERB
ajis02-287	45	20	these	these	DET
ajis02-287	45	21	queries	query	NOUN
ajis02-287	45	22	to	to	ADP
ajis02-287	45	23	the	the	DET
ajis02-287	45	24	olap	olap	ADJ
ajis02-287	45	25	server	server	NOUN
ajis02-287	45	26	)	)	PUNCT
ajis02-287	45	27	and	and	CCONJ
ajis02-287	45	28	converts	convert	VERB
ajis02-287	45	29	them	they	PRON
ajis02-287	45	30	into	into	ADP
ajis02-287	45	31	complex	complex	ADJ
ajis02-287	45	32	sql	sql	NOUN
ajis02-287	45	33	(	(	PUNCT
ajis02-287	45	34	indeed	indeed	ADV
ajis02-287	45	35	extended	extend	VERB
ajis02-287	45	36	sql	sql	NOUN
ajis02-287	45	37	)	)	PUNCT
ajis02-287	45	38	queries	query	NOUN
ajis02-287	45	39	required	require	VERB
ajis02-287	45	40	to	to	PART
ajis02-287	45	41	access	access	VERB
ajis02-287	45	42	the	the	DET
ajis02-287	45	43	warehouse	warehouse	NOUN
ajis02-287	45	44	data	datum	NOUN
ajis02-287	45	45	.	.	PUNCT
ajis02-287	46	1	it	it	PRON
ajis02-287	46	2	might	might	AUX
ajis02-287	46	3	also	also	ADV
ajis02-287	46	4	access	access	VERB
ajis02-287	46	5	the	the	DET
ajis02-287	46	6	data	datum	NOUN
ajis02-287	46	7	from	from	ADP
ajis02-287	46	8	the	the	DET
ajis02-287	46	9	primary	primary	ADJ
ajis02-287	46	10	sources	source	NOUN
ajis02-287	46	11	if	if	SCONJ
ajis02-287	46	12	the	the	DET
ajis02-287	46	13	client	client	NOUN
ajis02-287	46	14	's	's	PART
ajis02-287	46	15	queries	query	NOUN
ajis02-287	46	16	need	need	VERB
ajis02-287	46	17	operational	operational	ADJ
ajis02-287	46	18	data	datum	NOUN
ajis02-287	46	19	.	.	PUNCT
ajis02-287	47	1	finally	finally	ADV
ajis02-287	47	2	,	,	PUNCT
ajis02-287	47	3	the	the	DET
ajis02-287	47	4	olap	olap	ADJ
ajis02-287	47	5	server	server	NOUN
ajis02-287	47	6	passes	pass	VERB
ajis02-287	47	7	the	the	DET
ajis02-287	47	8	multi	multi	ADJ
ajis02-287	47	9	-	-	ADJ
ajis02-287	47	10	dimensional	dimensional	ADJ
ajis02-287	47	11	views	view	NOUN
ajis02-287	47	12	of	of	ADP
ajis02-287	47	13	data	datum	NOUN
ajis02-287	47	14	to	to	ADP
ajis02-287	47	15	the	the	DET
ajis02-287	47	16	front	front	ADJ
ajis02-287	47	17	-	-	PUNCT
ajis02-287	47	18	end	end	NOUN
ajis02-287	47	19	tools	tool	NOUN
ajis02-287	47	20	and	and	CCONJ
ajis02-287	47	21	these	these	DET
ajis02-287	47	22	tools	tool	NOUN
ajis02-287	47	23	format	format	VERB
ajis02-287	47	24	the	the	DET
ajis02-287	47	25	data	datum	NOUN
ajis02-287	47	26	according	accord	VERB
ajis02-287	47	27	to	to	ADP
ajis02-287	47	28	the	the	DET
ajis02-287	47	29	client	client	NOUN
ajis02-287	47	30	's	's	PART
ajis02-287	47	31	requirements	requirement	NOUN
ajis02-287	47	32	.	.	PUNCT
ajis02-287	48	1	the	the	DET
ajis02-287	48	2	conceptual	conceptual	ADJ
ajis02-287	48	3	architecture	architecture	NOUN
ajis02-287	48	4	of	of	ADP
ajis02-287	48	5	a	a	DET
ajis02-287	48	6	data	datum	NOUN
ajis02-287	48	7	warehousing	warehousing	NOUN
ajis02-287	48	8	system	system	NOUN
ajis02-287	48	9	is	be	AUX
ajis02-287	48	10	shown	show	VERB
ajis02-287	48	11	in	in	ADP
ajis02-287	48	12	figure	figure	NOUN
ajis02-287	48	13	2	2	NUM
ajis02-287	48	14	.	.	PUNCT
ajis02-287	49	1	there	there	PRON
ajis02-287	49	2	are	be	VERB
ajis02-287	49	3	two	two	NUM
ajis02-287	49	4	approaches	approach	NOUN
ajis02-287	49	5	to	to	ADP
ajis02-287	49	6	creating	create	VERB
ajis02-287	49	7	the	the	DET
ajis02-287	49	8	warehouse	warehouse	NOUN
ajis02-287	49	9	data	datum	NOUN
ajis02-287	49	10	—	—	PUNCT
ajis02-287	49	11	bottom	bottom	NOUN
ajis02-287	49	12	-	-	PUNCT
ajis02-287	49	13	up	up	NOUN
ajis02-287	49	14	and	and	CCONJ
ajis02-287	49	15	top	top	NOUN
ajis02-287	49	16	-	-	PUNCT
ajis02-287	49	17	down	down	NOUN
ajis02-287	49	18	.	.	PUNCT
ajis02-287	50	1	in	in	ADP
ajis02-287	50	2	a	a	DET
ajis02-287	50	3	bottom	bottom	ADJ
ajis02-287	50	4	-	-	PUNCT
ajis02-287	50	5	up	up	ADP
ajis02-287	50	6	approach	approach	NOUN
ajis02-287	50	7	,	,	PUNCT
ajis02-287	50	8	the	the	DET
ajis02-287	50	9	data	data	NOUN
ajis02-287	50	10	is	be	AUX
ajis02-287	50	11	obtained	obtain	VERB
ajis02-287	50	12	from	from	ADP
ajis02-287	50	13	the	the	DET
ajis02-287	50	14	primary	primary	ADJ
ajis02-287	50	15	sources	source	NOUN
ajis02-287	50	16	based	base	VERB
ajis02-287	50	17	on	on	ADP
ajis02-287	50	18	the	the	DET
ajis02-287	50	19	data	data	NOUN
ajis02-287	50	20	warehouse	warehouse	NOUN
ajis02-287	50	21	applications	application	NOUN
ajis02-287	50	22	and	and	CCONJ
ajis02-287	50	23	a	a	DET
ajis02-287	50	24	profile	profile	NOUN
ajis02-287	50	25	of	of	ADP
ajis02-287	50	26	the	the	DET
ajis02-287	50	27	likely	likely	ADJ
ajis02-287	50	28	queries	query	NOUN
ajis02-287	50	29	,	,	PUNCT
ajis02-287	50	30	which	which	PRON
ajis02-287	50	31	is	be	AUX
ajis02-287	50	32	typically	typically	ADV
ajis02-287	50	33	known	know	VERB
ajis02-287	50	34	in	in	ADP
ajis02-287	50	35	advance	advance	NOUN
ajis02-287	50	36	.	.	PUNCT
ajis02-287	51	1	the	the	DET
ajis02-287	51	2	data	data	NOUN
ajis02-287	51	3	is	be	AUX
ajis02-287	51	4	then	then	ADV
ajis02-287	51	5	selected	select	VERB
ajis02-287	51	6	,	,	PUNCT
ajis02-287	51	7	transformed	transform	VERB
ajis02-287	51	8	and	and	CCONJ
ajis02-287	51	9	integrated	integrate	VERB
ajis02-287	51	10	by	by	ADP
ajis02-287	51	11	42	42	NUM
ajis02-287	51	12	ajis	ajis	NOUN
ajis02-287	51	13	vol	vol	NOUN
ajis02-287	51	14	.	.	PROPN
ajis02-287	52	1	7	7	NUM
ajis02-287	53	1	no	no	NOUN
ajis02-287	53	2	.	.	NOUN
ajis02-287	53	3	1	1	NUM
ajis02-287	53	4	sept	sept	PROPN
ajis02-287	53	5	1999	1999	NUM
ajis02-287	53	6	data	datum	NOUN
ajis02-287	53	7	acquisition	acquisition	NOUN
ajis02-287	53	8	tools	tool	NOUN
ajis02-287	53	9	.	.	PUNCT
ajis02-287	54	1	in	in	ADP
ajis02-287	54	2	a	a	DET
ajis02-287	54	3	top	top	ADJ
ajis02-287	54	4	-	-	PUNCT
ajis02-287	54	5	down	down	ADP
ajis02-287	54	6	approach	approach	NOUN
ajis02-287	54	7	,	,	PUNCT
ajis02-287	54	8	the	the	DET
ajis02-287	54	9	data	data	NOUN
ajis02-287	54	10	is	be	AUX
ajis02-287	54	11	obtained	obtain	VERB
ajis02-287	54	12	from	from	ADP
ajis02-287	54	13	the	the	DET
ajis02-287	54	14	primary	primary	ADJ
ajis02-287	54	15	sources	source	NOUN
ajis02-287	54	16	whenever	whenever	SCONJ
ajis02-287	54	17	a	a	DET
ajis02-287	54	18	query	query	NOUN
ajis02-287	54	19	is	be	AUX
ajis02-287	54	20	posed	pose	VERB
ajis02-287	54	21	.	.	PUNCT
ajis02-287	55	1	in	in	ADP
ajis02-287	55	2	this	this	DET
ajis02-287	55	3	case	case	NOUN
ajis02-287	55	4	,	,	PUNCT
ajis02-287	55	5	the	the	DET
ajis02-287	55	6	warehouse	warehouse	NOUN
ajis02-287	55	7	system	system	NOUN
ajis02-287	55	8	determines	determine	VERB
ajis02-287	55	9	the	the	DET
ajis02-287	55	10	primary	primary	ADJ
ajis02-287	55	11	data	datum	NOUN
ajis02-287	55	12	sources	source	NOUN
ajis02-287	55	13	in	in	ADP
ajis02-287	55	14	order	order	NOUN
ajis02-287	55	15	to	to	PART
ajis02-287	55	16	answer	answer	VERB
ajis02-287	55	17	the	the	DET
ajis02-287	55	18	query	query	NOUN
ajis02-287	55	19	.	.	PUNCT
ajis02-287	56	1	these	these	DET
ajis02-287	56	2	two	two	NUM
ajis02-287	56	3	approaches	approach	NOUN
ajis02-287	56	4	are	be	AUX
ajis02-287	56	5	similar	similar	ADJ
ajis02-287	56	6	to	to	ADP
ajis02-287	56	7	eager	eager	ADJ
ajis02-287	56	8	and	and	CCONJ
ajis02-287	56	9	lazy	lazy	ADJ
ajis02-287	56	10	approaches	approach	NOUN
ajis02-287	56	11	discussed	discuss	VERB
ajis02-287	56	12	by	by	ADP
ajis02-287	56	13	widom	widom	NOUN
ajis02-287	56	14	(	(	PUNCT
ajis02-287	56	15	1995	1995	NUM
ajis02-287	56	16	)	)	PUNCT
ajis02-287	56	17	.	.	PUNCT
ajis02-287	57	1	the	the	DET
ajis02-287	57	2	bottom	bottom	ADJ
ajis02-287	57	3	-	-	PUNCT
ajis02-287	57	4	up	up	ADP
ajis02-287	57	5	approach	approach	NOUN
ajis02-287	57	6	is	be	AUX
ajis02-287	57	7	used	use	VERB
ajis02-287	57	8	in	in	ADP
ajis02-287	57	9	data	datum	NOUN
ajis02-287	57	10	warehousing	warehousing	NOUN
ajis02-287	57	11	because	because	SCONJ
ajis02-287	57	12	user	user	NOUN
ajis02-287	57	13	queries	query	NOUN
ajis02-287	57	14	can	can	AUX
ajis02-287	57	15	be	be	AUX
ajis02-287	57	16	answered	answer	VERB
ajis02-287	57	17	immediately	immediately	ADV
ajis02-287	57	18	and	and	CCONJ
ajis02-287	57	19	data	datum	NOUN
ajis02-287	57	20	analysis	analysis	NOUN
ajis02-287	57	21	can	can	AUX
ajis02-287	57	22	be	be	AUX
ajis02-287	57	23	done	do	VERB
ajis02-287	57	24	efficiently	efficiently	ADV
ajis02-287	57	25	since	since	SCONJ
ajis02-287	57	26	data	datum	NOUN
ajis02-287	57	27	will	will	AUX
ajis02-287	57	28	always	always	ADV
ajis02-287	57	29	be	be	AUX
ajis02-287	57	30	available	available	ADJ
ajis02-287	57	31	in	in	ADP
ajis02-287	57	32	the	the	DET
ajis02-287	57	33	warehouse	warehouse	NOUN
ajis02-287	57	34	.	.	PUNCT
ajis02-287	58	1	hence	hence	ADV
ajis02-287	58	2	,	,	PUNCT
ajis02-287	58	3	this	this	DET
ajis02-287	58	4	approach	approach	NOUN
ajis02-287	58	5	is	be	AUX
ajis02-287	58	6	feasible	feasible	ADJ
ajis02-287	58	7	and	and	CCONJ
ajis02-287	58	8	improves	improve	VERB
ajis02-287	58	9	the	the	DET
ajis02-287	58	10	performance	performance	NOUN
ajis02-287	58	11	of	of	ADP
ajis02-287	58	12	the	the	DET
ajis02-287	58	13	system	system	NOUN
ajis02-287	58	14	.	.	PUNCT
ajis02-287	59	1	another	another	DET
ajis02-287	59	2	approach	approach	NOUN
ajis02-287	59	3	is	be	AUX
ajis02-287	59	4	a	a	DET
ajis02-287	59	5	hybrid	hybrid	ADJ
ajis02-287	59	6	approach	approach	NOUN
ajis02-287	59	7	,	,	PUNCT
ajis02-287	59	8	which	which	PRON
ajis02-287	59	9	combines	combine	VERB
ajis02-287	59	10	aspects	aspect	NOUN
ajis02-287	59	11	of	of	ADP
ajis02-287	59	12	the	the	DET
ajis02-287	59	13	bottom	bottom	NOUN
ajis02-287	59	14	-	-	PUNCT
ajis02-287	59	15	up	up	NOUN
ajis02-287	59	16	and	and	CCONJ
ajis02-287	59	17	top	top	ADJ
ajis02-287	59	18	-	-	PUNCT
ajis02-287	59	19	down	down	ADP
ajis02-287	59	20	approaches	approach	NOUN
ajis02-287	59	21	.	.	PUNCT
ajis02-287	60	1	in	in	ADP
ajis02-287	60	2	this	this	DET
ajis02-287	60	3	approach	approach	NOUN
ajis02-287	60	4	,	,	PUNCT
ajis02-287	60	5	some	some	DET
ajis02-287	60	6	data	datum	NOUN
ajis02-287	60	7	is	be	AUX
ajis02-287	60	8	stored	store	VERB
ajis02-287	60	9	in	in	ADP
ajis02-287	60	10	a	a	DET
ajis02-287	60	11	warehouse	warehouse	NOUN
ajis02-287	60	12	,	,	PUNCT
ajis02-287	60	13	and	and	CCONJ
ajis02-287	60	14	other	other	ADJ
ajis02-287	60	15	data	datum	NOUN
ajis02-287	60	16	can	can	AUX
ajis02-287	60	17	be	be	AUX
ajis02-287	60	18	obtained	obtain	VERB
ajis02-287	60	19	from	from	ADP
ajis02-287	60	20	the	the	DET
ajis02-287	60	21	primary	primary	ADJ
ajis02-287	60	22	sources	source	NOUN
ajis02-287	60	23	on	on	ADP
ajis02-287	60	24	demand	demand	NOUN
ajis02-287	60	25	(	(	PUNCT
ajis02-287	60	26	hull	hull	NOUN
ajis02-287	60	27	and	and	CCONJ
ajis02-287	60	28	zhou	zhou	NOUN
ajis02-287	60	29	1996	1996	NUM
ajis02-287	60	30	)	)	PUNCT
ajis02-287	60	31	.	.	PUNCT
ajis02-287	61	1	f	f	X
ajis02-287	62	1	"	"	PUNCT
ajis02-287	62	2	n	n	DET
ajis02-287	62	3	data	datum	NOUN
ajis02-287	62	4	network	network	NOUN
ajis02-287	62	5	'	'	PART
ajis02-287	62	6	others	other	NOUN
ajis02-287	62	7	v	v	ADP
ajis02-287	62	8	j	j	PROPN
ajis02-287	62	9	r	r	NOUN
ajis02-287	62	10	~	~	PUNCT
ajis02-287	62	11	>	>	X
ajis02-287	62	12	/•	/•	PUNCT
ajis02-287	62	13	n	n	CCONJ
ajis02-287	62	14	select	select	ADJ
ajis02-287	62	15	transform	transform	NOUN
ajis02-287	62	16	dean	dean	NOUN
ajis02-287	62	17	integrate	integrate	VERB
ajis02-287	62	18	refresh	refresh	PROPN
ajis02-287	62	19	v	v	PROPN
ajis02-287	62	20	j	j	PROPN
ajis02-287	62	21	(	(	PUNCT
ajis02-287	62	22	d7	d7	PROPN
ajis02-287	62	23	.	.	PUNCT
ajis02-287	63	1	^~2\	^~2\	PUNCT
ajis02-287	63	2	1	1	X
ajis02-287	63	3	.	.	X
ajis02-287	63	4	'	'	PUNCT
ajis02-287	63	5	warehouse	warehouse	NOUN
ajis02-287	63	6	1	1	NUM
ajis02-287	63	7	j^^t\	j^^t\	PROPN
ajis02-287	63	8	;	;	PUNCT
ajis02-287	63	9	.pata	.pata	ADP
ajis02-287	63	10	'	'	PUNCT
ajis02-287	63	11	-	-	PUNCT
ajis02-287	63	12	.	.	PUNCT
ajis02-287	64	1	|̂	|̂	PROPN
ajis02-287	64	2	>	>	X
ajis02-287	64	3	if	if	SCONJ
ajis02-287	64	4	\^	\^	NOUN
ajis02-287	64	5	_	_	PRON
ajis02-287	64	6	_	_	PUNCT
ajis02-287	64	7	.	.	PUNCT
ajis02-287	65	1	jl^	jl^	NOUN
ajis02-287	65	2	^^	^^	PUNCT
ajis02-287	66	1	i	i	PROPN
ajis02-287	66	2	d	d	PROPN
ajis02-287	66	3	iz	iz	INTJ
ajis02-287	66	4	!	!	PUNCT
ajis02-287	66	5	>	>	X
ajis02-287	66	6	^s^	^s^	PROPN
ajis02-287	66	7	•	•	NUM
ajis02-287	66	8	•	•	NOUN
ajis02-287	66	9	•	•	NUM
ajis02-287	66	10	••	••	NOUN
ajis02-287	66	11	'	'	PUNCT
ajis02-287	66	12	'	'	PUNCT
ajis02-287	66	13	~\\je	~\\je	NOUN
ajis02-287	66	14	?	?	PUNCT
ajis02-287	67	1	meta	meta	PROPN
ajis02-287	67	2	data	datum	NOUN
ajis02-287	67	3	f	f	PROPN
ajis02-287	67	4	'	'	PUNCT
ajis02-287	67	5	-	-	PUNCT
ajis02-287	67	6	'	'	PUNCT
ajis02-287	67	7	"	"	PUNCT
ajis02-287	67	8	1	1	NUM
ajis02-287	67	9	.rolap/	.rolap/	NOUN
ajis02-287	67	10	,	,	PUNCT
ajis02-287	67	11	molap	molap	NOUN
ajis02-287	67	12	;	;	PUNCT
ajis02-287	67	13	f	f	X
ajis02-287	67	14	"	"	PUNCT
ajis02-287	67	15	\analysis	\analysis	PROPN
ajis02-287	67	16	data	data	NOUN
ajis02-287	67	17	mining	mining	NOUN
ajis02-287	67	18	report	report	NOUN
ajis02-287	67	19	'	'	PART
ajis02-287	67	20	generation	generation	NOUN
ajis02-287	67	21	other	other	ADJ
ajis02-287	67	22	v	v	PROPN
ajis02-287	67	23	j	j	PROPN
ajis02-287	67	24	•	•	NUM
ajis02-287	67	25	clients	client	NOUN
ajis02-287	67	26	information	information	NOUN
ajis02-287	67	27	sources	source	NOUN
ajis02-287	67	28	motivation	motivation	VERB
ajis02-287	67	29	warehouse	warehouse	NOUN
ajis02-287	67	30	creation	creation	NOUN
ajis02-287	67	31	and	and	CCONJ
ajis02-287	67	32	management	management	NOUN
ajis02-287	67	33	component	component	NOUN
ajis02-287	67	34	olap	olap	NOUN
ajis02-287	67	35	server	server	NOUN
ajis02-287	67	36	front	front	ADJ
ajis02-287	67	37	-	-	PUNCT
ajis02-287	67	38	end	end	NOUN
ajis02-287	67	39	tools	tool	NOUN
ajis02-287	67	40	figure	figure	VERB
ajis02-287	67	41	2	2	NUM
ajis02-287	67	42	.	.	PUNCT
ajis02-287	68	1	a	a	DET
ajis02-287	68	2	conceptual	conceptual	ADJ
ajis02-287	68	3	data	data	NOUN
ajis02-287	68	4	warehousing	warehousing	NOUN
ajis02-287	68	5	architecture	architecture	NOUN
ajis02-287	68	6	widom	widom	NOUN
ajis02-287	68	7	(	(	PUNCT
ajis02-287	68	8	1995	1995	NUM
ajis02-287	68	9	)	)	PUNCT
ajis02-287	68	10	outlined	outline	VERB
ajis02-287	68	11	a	a	DET
ajis02-287	68	12	number	number	NOUN
ajis02-287	68	13	of	of	ADP
ajis02-287	68	14	technical	technical	ADJ
ajis02-287	68	15	issues	issue	NOUN
ajis02-287	68	16	in	in	ADP
ajis02-287	68	17	data	datum	NOUN
ajis02-287	68	18	warehousing	warehousing	NOUN
ajis02-287	68	19	which	which	PRON
ajis02-287	68	20	warranted	warrant	VERB
ajis02-287	68	21	the	the	DET
ajis02-287	68	22	attention	attention	NOUN
ajis02-287	68	23	of	of	ADP
ajis02-287	68	24	the	the	DET
ajis02-287	68	25	research	research	NOUN
ajis02-287	68	26	community	community	NOUN
ajis02-287	68	27	.	.	PUNCT
ajis02-287	69	1	a	a	DET
ajis02-287	69	2	lot	lot	NOUN
ajis02-287	69	3	of	of	ADP
ajis02-287	69	4	work	work	NOUN
ajis02-287	69	5	has	have	AUX
ajis02-287	69	6	been	be	AUX
ajis02-287	69	7	done	do	VERB
ajis02-287	69	8	in	in	ADP
ajis02-287	69	9	many	many	ADJ
ajis02-287	69	10	areas	area	NOUN
ajis02-287	69	11	since	since	SCONJ
ajis02-287	69	12	then	then	ADV
ajis02-287	69	13	and	and	CCONJ
ajis02-287	69	14	new	new	ADJ
ajis02-287	69	15	issues	issue	NOUN
ajis02-287	69	16	have	have	AUX
ajis02-287	69	17	come	come	VERB
ajis02-287	69	18	to	to	ADP
ajis02-287	69	19	the	the	DET
ajis02-287	69	20	fore	fore	NOUN
ajis02-287	69	21	.	.	PUNCT
ajis02-287	70	1	different	different	ADJ
ajis02-287	70	2	aspects	aspect	NOUN
ajis02-287	70	3	of	of	ADP
ajis02-287	70	4	data	datum	NOUN
ajis02-287	70	5	warehousing	warehousing	NOUN
ajis02-287	70	6	present	present	ADJ
ajis02-287	70	7	different	different	ADV
ajis02-287	70	8	related	related	ADJ
ajis02-287	70	9	and	and	CCONJ
ajis02-287	70	10	unrelated	unrelated	ADJ
ajis02-287	70	11	challenges	challenge	NOUN
ajis02-287	70	12	with	with	ADP
ajis02-287	70	13	the	the	DET
ajis02-287	70	14	common	common	ADJ
ajis02-287	70	15	goal	goal	NOUN
ajis02-287	70	16	of	of	ADP
ajis02-287	70	17	presenting	present	VERB
ajis02-287	70	18	integrated	integrated	ADJ
ajis02-287	70	19	information	information	NOUN
ajis02-287	70	20	to	to	ADP
ajis02-287	70	21	the	the	DET
ajis02-287	70	22	user	user	NOUN
ajis02-287	70	23	quickly	quickly	ADV
ajis02-287	70	24	.	.	PUNCT
ajis02-287	71	1	different	different	ADJ
ajis02-287	71	2	methodologies	methodology	NOUN
ajis02-287	71	3	have	have	AUX
ajis02-287	71	4	been	be	AUX
ajis02-287	71	5	used	use	VERB
ajis02-287	71	6	to	to	PART
ajis02-287	71	7	achieve	achieve	VERB
ajis02-287	71	8	this	this	DET
ajis02-287	71	9	goal	goal	NOUN
ajis02-287	71	10	.	.	PUNCT
ajis02-287	72	1	thus	thus	ADV
ajis02-287	72	2	,	,	PUNCT
ajis02-287	72	3	data	datum	NOUN
ajis02-287	72	4	warehousing	warehousing	NOUN
ajis02-287	72	5	has	have	AUX
ajis02-287	72	6	evolved	evolve	VERB
ajis02-287	72	7	into	into	ADP
ajis02-287	72	8	a	a	DET
ajis02-287	72	9	number	number	NOUN
ajis02-287	72	10	of	of	ADP
ajis02-287	72	11	different	different	ADJ
ajis02-287	72	12	research	research	NOUN
ajis02-287	72	13	streams	stream	NOUN
ajis02-287	72	14	.	.	PUNCT
ajis02-287	73	1	these	these	DET
ajis02-287	73	2	streams	stream	NOUN
ajis02-287	73	3	deal	deal	VERB
ajis02-287	73	4	with	with	ADP
ajis02-287	73	5	different	different	ADJ
ajis02-287	73	6	phases	phase	NOUN
ajis02-287	73	7	of	of	ADP
ajis02-287	73	8	data	datum	NOUN
ajis02-287	73	9	warehousing	warehousing	NOUN
ajis02-287	73	10	design	design	NOUN
ajis02-287	73	11	,	,	PUNCT
ajis02-287	73	12	implementation	implementation	NOUN
ajis02-287	73	13	,	,	PUNCT
ajis02-287	73	14	operation	operation	NOUN
ajis02-287	73	15	and	and	CCONJ
ajis02-287	73	16	maintenance	maintenance	NOUN
ajis02-287	73	17	.	.	PUNCT
ajis02-287	74	1	in	in	ADP
ajis02-287	74	2	this	this	DET
ajis02-287	74	3	paper	paper	NOUN
ajis02-287	74	4	,	,	PUNCT
ajis02-287	74	5	we	we	PRON
ajis02-287	74	6	explore	explore	VERB
ajis02-287	74	7	the	the	DET
ajis02-287	74	8	different	different	ADJ
ajis02-287	74	9	aspects	aspect	NOUN
ajis02-287	74	10	of	of	ADP
ajis02-287	74	11	this	this	DET
ajis02-287	74	12	emerging	emerge	VERB
ajis02-287	74	13	technology	technology	NOUN
ajis02-287	74	14	and	and	CCONJ
ajis02-287	74	15	highlight	highlight	VERB
ajis02-287	74	16	new	new	ADJ
ajis02-287	74	17	avenues	avenue	NOUN
ajis02-287	74	18	still	still	ADV
ajis02-287	74	19	unexplored	unexplore	VERB
ajis02-287	74	20	.	.	PUNCT
ajis02-287	75	1	chaudhuri	chaudhuri	PROPN
ajis02-287	75	2	and	and	CCONJ
ajis02-287	75	3	dayal	dayal	PROPN
ajis02-287	75	4	(	(	PUNCT
ajis02-287	75	5	1997	1997	NUM
ajis02-287	75	6	)	)	PUNCT
ajis02-287	75	7	present	present	VERB
ajis02-287	75	8	the	the	DET
ajis02-287	75	9	state	state	NOUN
ajis02-287	75	10	of	of	ADP
ajis02-287	75	11	art	art	NOUN
ajis02-287	75	12	in	in	ADP
ajis02-287	75	13	data	datum	NOUN
ajis02-287	75	14	warehousing	warehousing	NOUN
ajis02-287	75	15	and	and	CCONJ
ajis02-287	75	16	olap	olap	VERB
ajis02-287	75	17	with	with	ADP
ajis02-287	75	18	an	an	DET
ajis02-287	75	19	emphasis	emphasis	NOUN
ajis02-287	75	20	on	on	ADP
ajis02-287	75	21	new	new	ADJ
ajis02-287	75	22	requirements	requirement	NOUN
ajis02-287	75	23	.	.	PUNCT
ajis02-287	76	1	the	the	DET
ajis02-287	76	2	work	work	NOUN
ajis02-287	76	3	presented	present	VERB
ajis02-287	76	4	serves	serve	VERB
ajis02-287	76	5	as	as	ADP
ajis02-287	76	6	a	a	DET
ajis02-287	76	7	good	good	ADJ
ajis02-287	76	8	overview	overview	NOUN
ajis02-287	76	9	and	and	CCONJ
ajis02-287	76	10	is	be	AUX
ajis02-287	76	11	an	an	DET
ajis02-287	76	12	excellent	excellent	ADJ
ajis02-287	76	13	survey	survey	NOUN
ajis02-287	76	14	in	in	ADP
ajis02-287	76	15	this	this	DET
ajis02-287	76	16	area	area	NOUN
ajis02-287	76	17	.	.	PUNCT
ajis02-287	77	1	however	however	ADV
ajis02-287	77	2	,	,	PUNCT
ajis02-287	77	3	there	there	PRON
ajis02-287	77	4	is	be	VERB
ajis02-287	77	5	a	a	DET
ajis02-287	77	6	need	need	NOUN
ajis02-287	77	7	to	to	PART
ajis02-287	77	8	initiate	initiate	VERB
ajis02-287	77	9	a	a	DET
ajis02-287	77	10	discussion	discussion	NOUN
ajis02-287	77	11	on	on	ADP
ajis02-287	77	12	the	the	DET
ajis02-287	77	13	impending	impending	ADJ
ajis02-287	77	14	research	research	NOUN
ajis02-287	77	15	problems	problem	NOUN
ajis02-287	77	16	in	in	ADP
ajis02-287	77	17	the	the	DET
ajis02-287	77	18	field	field	NOUN
ajis02-287	77	19	.	.	PUNCT
ajis02-287	78	1	in	in	ADP
ajis02-287	78	2	this	this	DET
ajis02-287	78	3	paper	paper	NOUN
ajis02-287	78	4	,	,	PUNCT
ajis02-287	78	5	we	we	PRON
ajis02-287	78	6	suggest	suggest	VERB
ajis02-287	78	7	new	new	ADJ
ajis02-287	78	8	directions	direction	NOUN
ajis02-287	78	9	to	to	ADP
ajis02-287	78	10	some	some	PRON
ajis02-287	78	11	of	of	ADP
ajis02-287	78	12	these	these	DET
ajis02-287	78	13	problems	problem	NOUN
ajis02-287	78	14	by	by	ADP
ajis02-287	78	15	providing	provide	VERB
ajis02-287	78	16	insight	insight	NOUN
ajis02-287	78	17	for	for	ADP
ajis02-287	78	18	developing	develop	VERB
ajis02-287	78	19	efficient	efficient	ADJ
ajis02-287	78	20	solutions	solution	NOUN
ajis02-287	78	21	and	and	CCONJ
ajis02-287	78	22	by	by	ADP
ajis02-287	78	23	discussing	discuss	VERB
ajis02-287	78	24	some	some	PRON
ajis02-287	78	25	of	of	ADP
ajis02-287	78	26	the	the	DET
ajis02-287	78	27	well	well	ADV
ajis02-287	78	28	known	know	VERB
ajis02-287	78	29	solutions	solution	NOUN
ajis02-287	78	30	.	.	PUNCT
ajis02-287	79	1	structure	structure	NOUN
ajis02-287	79	2	of	of	ADP
ajis02-287	79	3	this	this	DET
ajis02-287	79	4	paper	paper	NOUN
ajis02-287	79	5	the	the	DET
ajis02-287	79	6	warehouse	warehouse	NOUN
ajis02-287	79	7	data	datum	NOUN
ajis02-287	79	8	is	be	AUX
ajis02-287	79	9	typically	typically	ADV
ajis02-287	79	10	modelled	model	VERB
ajis02-287	79	11	multi	multi	ADJ
ajis02-287	79	12	-	-	ADJ
ajis02-287	79	13	dimensionally	dimensionally	ADV
ajis02-287	79	14	.	.	PUNCT
ajis02-287	80	1	new	new	ADJ
ajis02-287	80	2	data	datum	NOUN
ajis02-287	80	3	models	model	NOUN
ajis02-287	80	4	and	and	CCONJ
ajis02-287	80	5	new	new	ADJ
ajis02-287	80	6	data	datum	NOUN
ajis02-287	80	7	structures	structure	NOUN
ajis02-287	80	8	that	that	PRON
ajis02-287	80	9	support	support	VERB
ajis02-287	80	10	the	the	DET
ajis02-287	80	11	multi	multi	ADJ
ajis02-287	80	12	-	-	ADJ
ajis02-287	80	13	dimensional	dimensional	ADJ
ajis02-287	80	14	data	datum	NOUN
ajis02-287	80	15	model	model	NOUN
ajis02-287	80	16	effectively	effectively	ADV
ajis02-287	80	17	needs	need	VERB
ajis02-287	80	18	to	to	PART
ajis02-287	80	19	be	be	AUX
ajis02-287	80	20	developed	develop	VERB
ajis02-287	80	21	.	.	PUNCT
ajis02-287	81	1	the	the	DET
ajis02-287	81	2	multi	multi	ADJ
ajis02-287	81	3	-	-	ADJ
ajis02-287	81	4	dimensional	dimensional	ADJ
ajis02-287	81	5	data	datum	NOUN
ajis02-287	81	6	model	model	NOUN
ajis02-287	81	7	(	(	PUNCT
ajis02-287	81	8	agrawal	agrawal	PROPN
ajis02-287	81	9	,	,	PUNCT
ajis02-287	81	10	gupta	gupta	NOUN
ajis02-287	81	11	and	and	CCONJ
ajis02-287	81	12	sarawagi	sarawagi	NOUN
ajis02-287	81	13	1997	1997	NUM
ajis02-287	81	14	;	;	PUNCT
ajis02-287	81	15	lehner	lehner	NOUN
ajis02-287	81	16	,	,	PUNCT
ajis02-287	81	17	ruf	ruf	NOUN
ajis02-287	81	18	and	and	CCONJ
ajis02-287	81	19	teschke	teschke	ADJ
ajis02-287	81	20	1996	1996	NUM
ajis02-287	81	21	)	)	PUNCT
ajis02-287	81	22	has	have	AUX
ajis02-287	81	23	been	be	AUX
ajis02-287	81	24	proved	prove	VERB
ajis02-287	81	25	to	to	PART
ajis02-287	81	26	be	be	AUX
ajis02-287	81	27	the	the	DET
ajis02-287	81	28	most	most	ADV
ajis02-287	81	29	suitable	suitable	ADJ
ajis02-287	81	30	for	for	ADP
ajis02-287	81	31	olap	olap	NOUN
ajis02-287	81	32	(	(	PUNCT
ajis02-287	81	33	on	on	ADP
ajis02-287	81	34	-	-	PUNCT
ajis02-287	81	35	line	line	NOUN
ajis02-287	81	36	analytical	analytical	ADJ
ajis02-287	81	37	processing	processing	NOUN
ajis02-287	81	38	)	)	PUNCT
ajis02-287	81	39	applications	application	NOUN
ajis02-287	81	40	and	and	CCONJ
ajis02-287	81	41	olap	olap	ADJ
ajis02-287	81	42	tools	tool	NOUN
ajis02-287	81	43	provide	provide	VERB
ajis02-287	81	44	an	an	DET
ajis02-287	81	45	environment	environment	NOUN
ajis02-287	81	46	for	for	ADP
ajis02-287	81	47	decision	decision	NOUN
ajis02-287	81	48	making	making	NOUN
ajis02-287	81	49	and	and	CCONJ
ajis02-287	81	50	business	business	NOUN
ajis02-287	81	51	modelling	modelling	NOUN
ajis02-287	81	52	activities	activity	NOUN
ajis02-287	81	53	by	by	ADP
ajis02-287	81	54	supporting	support	VERB
ajis02-287	81	55	ad	ad	NOUN
ajis02-287	81	56	-	-	PUNCT
ajis02-287	81	57	hoc	hoc	ADJ
ajis02-287	81	58	queries	query	NOUN
ajis02-287	81	59	.	.	PUNCT
ajis02-287	82	1	there	there	PRON
ajis02-287	82	2	are	be	VERB
ajis02-287	82	3	two	two	NUM
ajis02-287	82	4	ways	way	NOUN
ajis02-287	82	5	to	to	PART
ajis02-287	82	6	implement	implement	VERB
ajis02-287	82	7	multi	multi	ADJ
ajis02-287	82	8	-	-	ADJ
ajis02-287	82	9	dimensional	dimensional	ADJ
ajis02-287	82	10	data	datum	NOUN
ajis02-287	82	11	model	model	NOUN
ajis02-287	82	12	:	:	PUNCT
ajis02-287	82	13	•	•	NOUN
ajis02-287	82	14	by	by	ADP
ajis02-287	82	15	using	use	VERB
ajis02-287	82	16	the	the	DET
ajis02-287	82	17	underlying	underlying	ADJ
ajis02-287	82	18	relational	relational	ADJ
ajis02-287	82	19	architecture	architecture	NOUN
ajis02-287	82	20	to	to	PART
ajis02-287	82	21	project	project	VERB
ajis02-287	82	22	a	a	DET
ajis02-287	82	23	pseudo	pseudo	NOUN
ajis02-287	82	24	-	-	ADJ
ajis02-287	82	25	multi	multi	ADJ
ajis02-287	82	26	-	-	ADJ
ajis02-287	82	27	dimensional	dimensional	ADJ
ajis02-287	82	28	model	model	NOUN
ajis02-287	82	29	and	and	CCONJ
ajis02-287	82	30	•	•	NUM
ajis02-287	82	31	by	by	ADP
ajis02-287	82	32	using	use	VERB
ajis02-287	82	33	true	true	ADJ
ajis02-287	82	34	multi	multi	ADJ
ajis02-287	82	35	-	-	ADJ
ajis02-287	82	36	dimensional	dimensional	ADJ
ajis02-287	82	37	data	datum	NOUN
ajis02-287	82	38	structures	structure	NOUN
ajis02-287	82	39	such	such	ADJ
ajis02-287	82	40	as	as	ADP
ajis02-287	82	41	arrays	array	NOUN
ajis02-287	82	42	.	.	PUNCT
ajis02-287	83	1	we	we	PRON
ajis02-287	83	2	discuss	discuss	VERB
ajis02-287	83	3	the	the	DET
ajis02-287	83	4	multi	multi	ADJ
ajis02-287	83	5	-	-	ADJ
ajis02-287	83	6	dimensional	dimensional	ADJ
ajis02-287	83	7	model	model	NOUN
ajis02-287	83	8	and	and	CCONJ
ajis02-287	83	9	the	the	DET
ajis02-287	83	10	implementation	implementation	NOUN
ajis02-287	83	11	schemes	scheme	NOUN
ajis02-287	83	12	in	in	ADP
ajis02-287	83	13	the	the	DET
ajis02-287	83	14	next	next	ADJ
ajis02-287	83	15	section	section	NOUN
ajis02-287	83	16	.	.	PUNCT
ajis02-287	84	1	although	although	SCONJ
ajis02-287	84	2	the	the	DET
ajis02-287	84	3	idea	idea	NOUN
ajis02-287	84	4	of	of	ADP
ajis02-287	84	5	a	a	DET
ajis02-287	84	6	true	true	ADJ
ajis02-287	84	7	multi	multi	ADJ
ajis02-287	84	8	-	-	ADJ
ajis02-287	84	9	dimensional	dimensional	ADJ
ajis02-287	84	10	implementation	implementation	NOUN
ajis02-287	84	11	is	be	AUX
ajis02-287	84	12	lucrative	lucrative	ADJ
ajis02-287	84	13	theoretically	theoretically	ADV
ajis02-287	84	14	,	,	PUNCT
ajis02-287	84	15	it	it	PRON
ajis02-287	84	16	has	have	AUX
ajis02-287	84	17	not	not	PART
ajis02-287	84	18	been	be	AUX
ajis02-287	84	19	widely	widely	ADV
ajis02-287	84	20	investigated	investigate	VERB
ajis02-287	84	21	by	by	ADP
ajis02-287	84	22	either	either	CCONJ
ajis02-287	84	23	the	the	DET
ajis02-287	84	24	research	research	NOUN
ajis02-287	84	25	or	or	CCONJ
ajis02-287	84	26	commercial	commercial	ADJ
ajis02-287	84	27	communities	community	NOUN
ajis02-287	84	28	.	.	PUNCT
ajis02-287	85	1	however	however	ADV
ajis02-287	85	2	,	,	PUNCT
ajis02-287	85	3	some	some	DET
ajis02-287	85	4	work	work	NOUN
ajis02-287	85	5	has	have	AUX
ajis02-287	85	6	been	be	AUX
ajis02-287	85	7	done	do	VERB
ajis02-287	85	8	in	in	ADP
ajis02-287	85	9	defining	define	VERB
ajis02-287	85	10	a	a	DET
ajis02-287	85	11	new	new	ADJ
ajis02-287	85	12	algebra	algebra	NOUN
ajis02-287	85	13	for	for	ADP
ajis02-287	85	14	multi	multi	ADJ
ajis02-287	85	15	-	-	ADJ
ajis02-287	85	16	dimensional	dimensional	ADJ
ajis02-287	85	17	data	datum	NOUN
ajis02-287	85	18	model	model	NOUN
ajis02-287	85	19	and	and	CCONJ
ajis02-287	85	20	new	new	ADJ
ajis02-287	85	21	algebraic	algebraic	ADJ
ajis02-287	85	22	operations	operation	NOUN
ajis02-287	85	23	and	and	CCONJ
ajis02-287	85	24	extensions	extension	NOUN
ajis02-287	85	25	to	to	ADP
ajis02-287	85	26	existing	exist	VERB
ajis02-287	85	27	sql	sql	NOUN
ajis02-287	85	28	have	have	AUX
ajis02-287	85	29	been	be	AUX
ajis02-287	85	30	proposed	propose	VERB
ajis02-287	85	31	in	in	ADP
ajis02-287	85	32	the	the	DET
ajis02-287	85	33	literature	literature	NOUN
ajis02-287	85	34	.	.	PUNCT
ajis02-287	86	1	nevertheless	nevertheless	ADV
ajis02-287	86	2	,	,	PUNCT
ajis02-287	86	3	the	the	DET
ajis02-287	86	4	use	use	NOUN
ajis02-287	86	5	of	of	ADP
ajis02-287	86	6	this	this	DET
ajis02-287	86	7	multi	multi	ADJ
ajis02-287	86	8	-	-	ADJ
ajis02-287	86	9	dimensional	dimensional	ADJ
ajis02-287	86	10	data	datum	NOUN
ajis02-287	86	11	model	model	NOUN
ajis02-287	86	12	has	have	AUX
ajis02-287	86	13	not	not	PART
ajis02-287	86	14	been	be	AUX
ajis02-287	86	15	exploited	exploit	VERB
ajis02-287	86	16	for	for	ADP
ajis02-287	86	17	all	all	DET
ajis02-287	86	18	aspects	aspect	NOUN
ajis02-287	86	19	of	of	ADP
ajis02-287	86	20	data	datum	NOUN
ajis02-287	86	21	warehouse	warehouse	NOUN
ajis02-287	86	22	design	design	NOUN
ajis02-287	86	23	and	and	CCONJ
ajis02-287	86	24	maintenance	maintenance	NOUN
ajis02-287	86	25	.	.	PUNCT
ajis02-287	87	1	the	the	DET
ajis02-287	87	2	basic	basic	ADJ
ajis02-287	87	3	feature	feature	NOUN
ajis02-287	87	4	of	of	ADP
ajis02-287	87	5	this	this	DET
ajis02-287	87	6	model	model	NOUN
ajis02-287	87	7	is	be	AUX
ajis02-287	87	8	that	that	SCONJ
ajis02-287	87	9	it	it	PRON
ajis02-287	87	10	allows	allow	VERB
ajis02-287	87	11	the	the	DET
ajis02-287	87	12	user	user	NOUN
ajis02-287	87	13	to	to	PART
ajis02-287	87	14	visualise	visualise	VERB
ajis02-287	87	15	data	datum	NOUN
ajis02-287	87	16	from	from	ADP
ajis02-287	87	17	different	different	ADJ
ajis02-287	87	18	perspectives	perspective	NOUN
ajis02-287	87	19	.	.	PUNCT
ajis02-287	88	1	there	there	PRON
ajis02-287	88	2	is	be	VERB
ajis02-287	88	3	a	a	DET
ajis02-287	88	4	need	need	NOUN
ajis02-287	88	5	to	to	PART
ajis02-287	88	6	extend	extend	VERB
ajis02-287	88	7	its	its	PRON
ajis02-287	88	8	capabilities	capability	NOUN
ajis02-287	88	9	by	by	ADP
ajis02-287	88	10	defining	define	VERB
ajis02-287	88	11	a	a	DET
ajis02-287	88	12	set	set	NOUN
ajis02-287	88	13	of	of	ADP
ajis02-287	88	14	constraints	constraint	NOUN
ajis02-287	88	15	on	on	ADP
ajis02-287	88	16	this	this	DET
ajis02-287	88	17	model	model	NOUN
ajis02-287	88	18	so	so	SCONJ
ajis02-287	88	19	that	that	SCONJ
ajis02-287	88	20	they	they	PRON
ajis02-287	88	21	can	can	AUX
ajis02-287	88	22	be	be	AUX
ajis02-287	88	23	exploited	exploit	VERB
ajis02-287	88	24	in	in	ADP
ajis02-287	88	25	other	other	ADJ
ajis02-287	88	26	areas	area	NOUN
ajis02-287	88	27	of	of	ADP
ajis02-287	88	28	warehouse	warehouse	NOUN
ajis02-287	88	29	implementation	implementation	NOUN
ajis02-287	88	30	.	.	PUNCT
ajis02-287	89	1	this	this	DET
ajis02-287	89	2	paper	paper	NOUN
ajis02-287	89	3	contributes	contribute	VERB
ajis02-287	89	4	in	in	ADP
ajis02-287	89	5	a	a	DET
ajis02-287	89	6	useful	useful	ADJ
ajis02-287	89	7	way	way	NOUN
ajis02-287	89	8	by	by	ADP
ajis02-287	89	9	setting	set	VERB
ajis02-287	89	10	the	the	DET
ajis02-287	89	11	platform	platform	NOUN
ajis02-287	89	12	for	for	ADP
ajis02-287	89	13	extending	extend	VERB
ajis02-287	89	14	the	the	DET
ajis02-287	89	15	multi	multi	ADJ
ajis02-287	89	16	-	-	ADJ
ajis02-287	89	17	dimensional	dimensional	ADJ
ajis02-287	89	18	data	datum	NOUN
ajis02-287	89	19	model	model	NOUN
ajis02-287	89	20	by	by	ADP
ajis02-287	89	21	43	43	NUM
ajis02-287	89	22	ajis	ajis	NOUN
ajis02-287	89	23	vol	vol	NOUN
ajis02-287	89	24	.	.	PROPN
ajis02-287	90	1	7	7	NUM
ajis02-287	91	1	no	no	NOUN
ajis02-287	91	2	.	.	NOUN
ajis02-287	91	3	1	1	NUM
ajis02-287	91	4	sept	sept	PROPN
ajis02-287	91	5	1999	1999	NUM
ajis02-287	91	6	introducing	introduce	VERB
ajis02-287	91	7	the	the	DET
ajis02-287	91	8	concept	concept	NOUN
ajis02-287	91	9	of	of	ADP
ajis02-287	91	10	constraints	constraint	NOUN
ajis02-287	91	11	on	on	ADP
ajis02-287	91	12	the	the	DET
ajis02-287	91	13	data	data	NOUN
ajis02-287	91	14	cube	cube	NOUN
ajis02-287	91	15	.	.	PUNCT
ajis02-287	92	1	we	we	PRON
ajis02-287	92	2	also	also	ADV
ajis02-287	92	3	highlight	highlight	VERB
ajis02-287	92	4	the	the	DET
ajis02-287	92	5	need	need	NOUN
ajis02-287	92	6	for	for	ADP
ajis02-287	92	7	constraints	constraint	NOUN
ajis02-287	92	8	in	in	ADP
ajis02-287	92	9	the	the	DET
ajis02-287	92	10	multidimensional	multidimensional	ADJ
ajis02-287	92	11	environment	environment	NOUN
ajis02-287	92	12	and	and	CCONJ
ajis02-287	92	13	its	its	PRON
ajis02-287	92	14	proposed	propose	VERB
ajis02-287	92	15	uses	use	NOUN
ajis02-287	92	16	.	.	PUNCT
ajis02-287	93	1	the	the	DET
ajis02-287	93	2	multi	multi	ADJ
ajis02-287	93	3	-	-	ADJ
ajis02-287	93	4	dimensional	dimensional	ADJ
ajis02-287	93	5	data	datum	NOUN
ajis02-287	93	6	model	model	NOUN
ajis02-287	93	7	is	be	AUX
ajis02-287	93	8	stored	store	VERB
ajis02-287	93	9	in	in	ADP
ajis02-287	93	10	the	the	DET
ajis02-287	93	11	data	data	NOUN
ajis02-287	93	12	warehouse	warehouse	NOUN
ajis02-287	93	13	as	as	ADP
ajis02-287	93	14	a	a	DET
ajis02-287	93	15	set	set	NOUN
ajis02-287	93	16	of	of	ADP
ajis02-287	93	17	materialized	materialize	VERB
ajis02-287	93	18	views	view	NOUN
ajis02-287	93	19	over	over	ADP
ajis02-287	93	20	source	source	NOUN
ajis02-287	93	21	data	datum	NOUN
ajis02-287	93	22	.	.	PUNCT
ajis02-287	94	1	there	there	PRON
ajis02-287	94	2	are	be	VERB
ajis02-287	94	3	limitations	limitation	NOUN
ajis02-287	94	4	to	to	ADP
ajis02-287	94	5	the	the	DET
ajis02-287	94	6	concept	concept	NOUN
ajis02-287	94	7	of	of	ADP
ajis02-287	94	8	materializing	materialize	VERB
ajis02-287	94	9	views	view	NOUN
ajis02-287	94	10	at	at	ADP
ajis02-287	94	11	the	the	DET
ajis02-287	94	12	data	data	NOUN
ajis02-287	94	13	warehouse	warehouse	NOUN
ajis02-287	94	14	.	.	PUNCT
ajis02-287	95	1	precomputation	precomputation	NOUN
ajis02-287	95	2	of	of	ADP
ajis02-287	95	3	queries	query	NOUN
ajis02-287	95	4	in	in	ADP
ajis02-287	95	5	materialized	materialize	VERB
ajis02-287	95	6	views	view	NOUN
ajis02-287	95	7	can	can	AUX
ajis02-287	95	8	give	give	VERB
ajis02-287	95	9	answers	answer	NOUN
ajis02-287	95	10	quickly	quickly	ADV
ajis02-287	95	11	but	but	CCONJ
ajis02-287	95	12	the	the	DET
ajis02-287	95	13	number	number	NOUN
ajis02-287	95	14	of	of	ADP
ajis02-287	95	15	views	view	NOUN
ajis02-287	95	16	that	that	PRON
ajis02-287	95	17	should	should	AUX
ajis02-287	95	18	be	be	AUX
ajis02-287	95	19	materialized	materialize	VERB
ajis02-287	95	20	at	at	ADP
ajis02-287	95	21	the	the	DET
ajis02-287	95	22	warehouse	warehouse	NOUN
ajis02-287	95	23	needs	need	VERB
ajis02-287	95	24	to	to	PART
ajis02-287	95	25	be	be	AUX
ajis02-287	95	26	controlled	control	VERB
ajis02-287	95	27	,	,	PUNCT
ajis02-287	95	28	otherwise	otherwise	ADV
ajis02-287	95	29	this	this	PRON
ajis02-287	95	30	can	can	AUX
ajis02-287	95	31	result	result	VERB
ajis02-287	95	32	in	in	ADP
ajis02-287	95	33	data	datum	NOUN
ajis02-287	95	34	explosion	explosion	NOUN
ajis02-287	95	35	.	.	PUNCT
ajis02-287	96	1	we	we	PRON
ajis02-287	96	2	investigate	investigate	VERB
ajis02-287	96	3	the	the	DET
ajis02-287	96	4	issue	issue	NOUN
ajis02-287	96	5	of	of	ADP
ajis02-287	96	6	the	the	DET
ajis02-287	96	7	selection	selection	NOUN
ajis02-287	96	8	of	of	ADP
ajis02-287	96	9	views	view	NOUN
ajis02-287	96	10	to	to	PART
ajis02-287	96	11	be	be	AUX
ajis02-287	96	12	materialized	materialize	VERB
ajis02-287	96	13	at	at	ADP
ajis02-287	96	14	the	the	DET
ajis02-287	96	15	data	data	NOUN
ajis02-287	96	16	warehouse	warehouse	NOUN
ajis02-287	96	17	and	and	CCONJ
ajis02-287	96	18	describe	describe	VERB
ajis02-287	96	19	well	well	ADV
ajis02-287	96	20	-	-	PUNCT
ajis02-287	96	21	known	know	VERB
ajis02-287	96	22	heuristics	heuristic	NOUN
ajis02-287	96	23	in	in	ADP
ajis02-287	96	24	detail	detail	NOUN
ajis02-287	96	25	.	.	PUNCT
ajis02-287	97	1	one	one	NUM
ajis02-287	97	2	challenge	challenge	NOUN
ajis02-287	97	3	in	in	ADP
ajis02-287	97	4	data	datum	NOUN
ajis02-287	97	5	warehousing	warehousing	NOUN
ajis02-287	97	6	is	be	AUX
ajis02-287	97	7	how	how	SCONJ
ajis02-287	97	8	to	to	PART
ajis02-287	97	9	maintain	maintain	VERB
ajis02-287	97	10	the	the	DET
ajis02-287	97	11	materialized	materialize	VERB
ajis02-287	97	12	views	view	NOUN
ajis02-287	97	13	.	.	PUNCT
ajis02-287	98	1	when	when	SCONJ
ajis02-287	98	2	the	the	DET
ajis02-287	98	3	data	datum	NOUN
ajis02-287	98	4	at	at	ADP
ajis02-287	98	5	any	any	DET
ajis02-287	98	6	source	source	NOUN
ajis02-287	98	7	changes	change	NOUN
ajis02-287	98	8	,	,	PUNCT
ajis02-287	98	9	the	the	DET
ajis02-287	98	10	materialized	materialize	VERB
ajis02-287	98	11	views	view	NOUN
ajis02-287	98	12	at	at	ADP
ajis02-287	98	13	the	the	DET
ajis02-287	98	14	data	data	NOUN
ajis02-287	98	15	warehouse	warehouse	NOUN
ajis02-287	98	16	need	need	VERB
ajis02-287	98	17	to	to	PART
ajis02-287	98	18	be	be	AUX
ajis02-287	98	19	updated	update	VERB
ajis02-287	98	20	accordingly	accordingly	ADV
ajis02-287	98	21	.	.	PUNCT
ajis02-287	99	1	the	the	DET
ajis02-287	99	2	process	process	NOUN
ajis02-287	99	3	of	of	ADP
ajis02-287	99	4	keeping	keep	VERB
ajis02-287	99	5	the	the	DET
ajis02-287	99	6	views	view	NOUN
ajis02-287	99	7	up	up	ADP
ajis02-287	99	8	-	-	PUNCT
ajis02-287	99	9	to	to	ADP
ajis02-287	99	10	-	-	PUNCT
ajis02-287	99	11	date	date	NOUN
ajis02-287	99	12	in	in	ADP
ajis02-287	99	13	response	response	NOUN
ajis02-287	99	14	to	to	ADP
ajis02-287	99	15	the	the	DET
ajis02-287	99	16	changes	change	NOUN
ajis02-287	99	17	in	in	ADP
ajis02-287	99	18	the	the	DET
ajis02-287	99	19	source	source	NOUN
ajis02-287	99	20	data	datum	NOUN
ajis02-287	99	21	is	be	AUX
ajis02-287	99	22	referred	refer	VERB
ajis02-287	99	23	to	to	ADP
ajis02-287	99	24	as	as	ADP
ajis02-287	99	25	view	view	NOUN
ajis02-287	99	26	maintenance	maintenance	NOUN
ajis02-287	99	27	.	.	PUNCT
ajis02-287	100	1	refreshing	refresh	VERB
ajis02-287	100	2	the	the	DET
ajis02-287	100	3	warehouse	warehouse	NOUN
ajis02-287	100	4	data	datum	NOUN
ajis02-287	100	5	is	be	AUX
ajis02-287	100	6	often	often	ADV
ajis02-287	100	7	done	do	VERB
ajis02-287	100	8	,	,	PUNCT
ajis02-287	100	9	for	for	ADP
ajis02-287	100	10	reasons	reason	NOUN
ajis02-287	100	11	of	of	ADP
ajis02-287	100	12	efficiency	efficiency	NOUN
ajis02-287	100	13	,	,	PUNCT
ajis02-287	100	14	using	use	VERB
ajis02-287	100	15	incremental	incremental	ADJ
ajis02-287	100	16	techniques	technique	NOUN
ajis02-287	100	17	rather	rather	ADV
ajis02-287	100	18	than	than	ADP
ajis02-287	100	19	recomputing	recompute	VERB
ajis02-287	100	20	the	the	DET
ajis02-287	100	21	view	view	NOUN
ajis02-287	100	22	from	from	ADP
ajis02-287	100	23	scratch	scratch	NOUN
ajis02-287	100	24	.	.	PUNCT
ajis02-287	101	1	there	there	PRON
ajis02-287	101	2	has	have	AUX
ajis02-287	101	3	been	be	AUX
ajis02-287	101	4	significant	significant	ADJ
ajis02-287	101	5	research	research	NOUN
ajis02-287	101	6	on	on	ADP
ajis02-287	101	7	view	view	NOUN
ajis02-287	101	8	maintenance	maintenance	NOUN
ajis02-287	101	9	in	in	ADP
ajis02-287	101	10	traditional	traditional	ADJ
ajis02-287	101	11	databases	database	NOUN
ajis02-287	101	12	(	(	PUNCT
ajis02-287	101	13	bailey	bailey	NOUN
ajis02-287	101	14	,	,	PUNCT
ajis02-287	101	15	et	et	PROPN
ajis02-287	101	16	al	al	PROPN
ajis02-287	101	17	.	.	PROPN
ajis02-287	101	18	1998	1998	NUM
ajis02-287	101	19	;	;	PUNCT
ajis02-287	101	20	blakeley	blakeley	PROPN
ajis02-287	101	21	,	,	PUNCT
ajis02-287	101	22	larson	larson	PROPN
ajis02-287	101	23	and	and	CCONJ
ajis02-287	101	24	tompa	tompa	NOUN
ajis02-287	101	25	1986	1986	NUM
ajis02-287	101	26	;	;	PUNCT
ajis02-287	101	27	dong	dong	NOUN
ajis02-287	101	28	and	and	CCONJ
ajis02-287	101	29	mohania	mohania	NOUN
ajis02-287	101	30	1996	1996	NUM
ajis02-287	101	31	)	)	PUNCT
ajis02-287	101	32	(	(	PUNCT
ajis02-287	101	33	griffin	griffin	NOUN
ajis02-287	101	34	and	and	CCONJ
ajis02-287	101	35	libkin	libkin	NOUN
ajis02-287	101	36	1995	1995	NUM
ajis02-287	101	37	;	;	PUNCT
ajis02-287	101	38	gupta	gupta	NOUN
ajis02-287	101	39	and	and	CCONJ
ajis02-287	101	40	mumick	mumick	ADJ
ajis02-287	101	41	1995	1995	NUM
ajis02-287	101	42	;	;	PUNCT
ajis02-287	101	43	gupta	gupta	PROPN
ajis02-287	101	44	,	,	PUNCT
ajis02-287	101	45	mumick	mumick	ADJ
ajis02-287	101	46	and	and	CCONJ
ajis02-287	101	47	subrahmanian	subrahmanian	ADJ
ajis02-287	101	48	1993	1993	NUM
ajis02-287	101	49	;	;	PUNCT
ajis02-287	101	50	ramakrishnan	ramakrishnan	NOUN
ajis02-287	101	51	,	,	PUNCT
ajis02-287	101	52	etal	etal	NOUN
ajis02-287	101	53	.	.	PUNCT
ajis02-287	101	54	1994	1994	NUM
ajis02-287	101	55	;	;	PUNCT
ajis02-287	101	56	segev	segev	NOUN
ajis02-287	101	57	and	and	CCONJ
ajis02-287	101	58	fang	fang	PROPN
ajis02-287	101	59	1990	1990	NUM
ajis02-287	101	60	;	;	PUNCT
ajis02-287	101	61	segev	segev	NOUN
ajis02-287	101	62	and	and	CCONJ
ajis02-287	101	63	park	park	NOUN
ajis02-287	101	64	1989	1989	NUM
ajis02-287	101	65	)	)	PUNCT
ajis02-287	101	66	and	and	CCONJ
ajis02-287	101	67	in	in	ADP
ajis02-287	101	68	data	data	NOUN
ajis02-287	101	69	warehouses	warehouse	NOUN
ajis02-287	101	70	(	(	PUNCT
ajis02-287	101	71	agrawal	agrawal	PROPN
ajis02-287	101	72	,	,	PUNCT
ajis02-287	101	73	et	et	PROPN
ajis02-287	101	74	al	al	PROPN
ajis02-287	101	75	.	.	PROPN
ajis02-287	101	76	1997	1997	NUM
ajis02-287	101	77	;	;	PUNCT
ajis02-287	101	78	hull	hull	NOUN
ajis02-287	101	79	and	and	CCONJ
ajis02-287	101	80	zhou	zhou	PROPN
ajis02-287	101	81	1996	1996	NUM
ajis02-287	101	82	;	;	PUNCT
ajis02-287	101	83	huyn	huyn	ADJ
ajis02-287	101	84	1997	1997	NUM
ajis02-287	101	85	;	;	PUNCT
ajis02-287	101	86	quass	quass	NOUN
ajis02-287	101	87	,	,	PUNCT
ajis02-287	101	88	et	et	PROPN
ajis02-287	101	89	al	al	PROPN
ajis02-287	101	90	.	.	PROPN
ajis02-287	101	91	1996	1996	NUM
ajis02-287	101	92	;	;	PUNCT
ajis02-287	101	93	yang	yang	PROPN
ajis02-287	101	94	,	,	PUNCT
ajis02-287	101	95	karlapalem	karlapalem	PROPN
ajis02-287	101	96	and	and	CCONJ
ajis02-287	101	97	li	li	PROPN
ajis02-287	101	98	1996	1996	NUM
ajis02-287	101	99	)	)	PUNCT
ajis02-287	101	100	(	(	PUNCT
ajis02-287	101	101	zhuge	zhuge	PROPN
ajis02-287	101	102	,	,	PUNCT
ajis02-287	101	103	et	et	PROPN
ajis02-287	101	104	al	al	PROPN
ajis02-287	101	105	.	.	PROPN
ajis02-287	101	106	1995	1995	NUM
ajis02-287	101	107	)	)	PUNCT
ajis02-287	101	108	.	.	PUNCT
ajis02-287	102	1	in	in	ADP
ajis02-287	102	2	data	datum	NOUN
ajis02-287	102	3	warehousing	warehousing	NOUN
ajis02-287	102	4	,	,	PUNCT
ajis02-287	102	5	the	the	DET
ajis02-287	102	6	view	view	NOUN
ajis02-287	102	7	maintenance	maintenance	NOUN
ajis02-287	102	8	has	have	AUX
ajis02-287	102	9	branched	branch	VERB
ajis02-287	102	10	into	into	ADP
ajis02-287	102	11	a	a	DET
ajis02-287	102	12	number	number	NOUN
ajis02-287	102	13	of	of	ADP
ajis02-287	102	14	sub	sub	NOUN
ajis02-287	102	15	-	-	NOUN
ajis02-287	102	16	problems	problem	NOUN
ajis02-287	102	17	such	such	ADJ
ajis02-287	102	18	as	as	ADP
ajis02-287	102	19	self	self	NOUN
ajis02-287	102	20	-	-	PUNCT
ajis02-287	102	21	maintenance	maintenance	NOUN
ajis02-287	102	22	,	,	PUNCT
ajis02-287	102	23	consistency	consistency	NOUN
ajis02-287	102	24	maintenance	maintenance	NOUN
ajis02-287	102	25	,	,	PUNCT
ajis02-287	102	26	update	update	NOUN
ajis02-287	102	27	filtering	filtering	NOUN
ajis02-287	102	28	and	and	CCONJ
ajis02-287	102	29	on	on	ADP
ajis02-287	102	30	-	-	PUNCT
ajis02-287	102	31	line	line	NOUN
ajis02-287	102	32	view	view	NOUN
ajis02-287	102	33	maintenance	maintenance	NOUN
ajis02-287	102	34	.	.	PUNCT
ajis02-287	103	1	we	we	PRON
ajis02-287	103	2	investigate	investigate	VERB
ajis02-287	103	3	these	these	DET
ajis02-287	103	4	issues	issue	NOUN
ajis02-287	103	5	and	and	CCONJ
ajis02-287	103	6	propose	propose	VERB
ajis02-287	103	7	new	new	ADJ
ajis02-287	103	8	ways	way	NOUN
ajis02-287	103	9	of	of	ADP
ajis02-287	103	10	looking	look	VERB
ajis02-287	103	11	at	at	ADP
ajis02-287	103	12	some	some	PRON
ajis02-287	103	13	of	of	ADP
ajis02-287	103	14	these	these	DET
ajis02-287	103	15	problems	problem	NOUN
ajis02-287	103	16	.	.	PUNCT
ajis02-287	104	1	the	the	DET
ajis02-287	104	2	technique	technique	NOUN
ajis02-287	104	3	of	of	ADP
ajis02-287	104	4	view	view	NOUN
ajis02-287	104	5	materialization	materialization	NOUN
ajis02-287	104	6	is	be	AUX
ajis02-287	104	7	hampered	hamper	VERB
ajis02-287	104	8	by	by	ADP
ajis02-287	104	9	the	the	DET
ajis02-287	104	10	fact	fact	NOUN
ajis02-287	104	11	that	that	SCONJ
ajis02-287	104	12	one	one	PRON
ajis02-287	104	13	needs	need	VERB
ajis02-287	104	14	to	to	PART
ajis02-287	104	15	anticipate	anticipate	VERB
ajis02-287	104	16	the	the	DET
ajis02-287	104	17	queries	query	NOUN
ajis02-287	104	18	to	to	PART
ajis02-287	104	19	materialize	materialize	VERB
ajis02-287	104	20	at	at	ADP
ajis02-287	104	21	the	the	DET
ajis02-287	104	22	warehouse	warehouse	NOUN
ajis02-287	104	23	.	.	PUNCT
ajis02-287	105	1	the	the	DET
ajis02-287	105	2	queries	query	NOUN
ajis02-287	105	3	issued	issue	VERB
ajis02-287	105	4	at	at	ADP
ajis02-287	105	5	the	the	DET
ajis02-287	105	6	data	data	NOUN
ajis02-287	105	7	warehouse	warehouse	NOUN
ajis02-287	105	8	are	be	AUX
ajis02-287	105	9	mostly	mostly	ADV
ajis02-287	105	10	ad	ad	NOUN
ajis02-287	105	11	-	-	PUNCT
ajis02-287	105	12	hoc	hoc	X
ajis02-287	105	13	and	and	CCONJ
ajis02-287	105	14	can	can	AUX
ajis02-287	105	15	not	not	PART
ajis02-287	105	16	be	be	AUX
ajis02-287	105	17	effectively	effectively	ADV
ajis02-287	105	18	anticipated	anticipate	VERB
ajis02-287	105	19	at	at	ADP
ajis02-287	105	20	all	all	DET
ajis02-287	105	21	times	time	NOUN
ajis02-287	105	22	.	.	PUNCT
ajis02-287	106	1	users	user	NOUN
ajis02-287	106	2	might	might	AUX
ajis02-287	106	3	query	query	VERB
ajis02-287	106	4	on	on	ADP
ajis02-287	106	5	dimensions	dimension	NOUN
ajis02-287	106	6	that	that	PRON
ajis02-287	106	7	are	be	AUX
ajis02-287	106	8	not	not	PART
ajis02-287	106	9	materialized	materialize	VERB
ajis02-287	106	10	in	in	ADP
ajis02-287	106	11	views	view	NOUN
ajis02-287	106	12	.	.	PUNCT
ajis02-287	107	1	thus	thus	ADV
ajis02-287	107	2	,	,	PUNCT
ajis02-287	107	3	the	the	DET
ajis02-287	107	4	precomputation	precomputation	NOUN
ajis02-287	107	5	strategy	strategy	NOUN
ajis02-287	107	6	is	be	AUX
ajis02-287	107	7	limited	limit	VERB
ajis02-287	107	8	in	in	ADP
ajis02-287	107	9	its	its	PRON
ajis02-287	107	10	ways	way	NOUN
ajis02-287	107	11	.	.	PUNCT
ajis02-287	108	1	effective	effective	ADJ
ajis02-287	108	2	translation	translation	NOUN
ajis02-287	108	3	of	of	ADP
ajis02-287	108	4	data	datum	NOUN
ajis02-287	108	5	cubes	cube	NOUN
ajis02-287	108	6	in	in	ADP
ajis02-287	108	7	the	the	DET
ajis02-287	108	8	relational	relational	ADJ
ajis02-287	108	9	model	model	NOUN
ajis02-287	108	10	results	result	NOUN
ajis02-287	108	11	in	in	ADP
ajis02-287	108	12	star	star	NOUN
ajis02-287	108	13	/	/	SYM
ajis02-287	108	14	snowflake	snowflake	NOUN
ajis02-287	108	15	schema	schema	NOUN
ajis02-287	108	16	.	.	PUNCT
ajis02-287	109	1	these	these	PRON
ajis02-287	109	2	require	require	VERB
ajis02-287	109	3	effective	effective	ADJ
ajis02-287	109	4	indexing	indexing	NOUN
ajis02-287	109	5	methods	method	NOUN
ajis02-287	109	6	since	since	SCONJ
ajis02-287	109	7	they	they	PRON
ajis02-287	109	8	involve	involve	VERB
ajis02-287	109	9	joins	join	VERB
ajis02-287	109	10	on	on	ADP
ajis02-287	109	11	multiple	multiple	ADJ
ajis02-287	109	12	tables	table	NOUN
ajis02-287	109	13	for	for	ADP
ajis02-287	109	14	answering	answer	VERB
ajis02-287	109	15	queries	query	NOUN
ajis02-287	109	16	.	.	PUNCT
ajis02-287	110	1	the	the	DET
ajis02-287	110	2	query	query	NOUN
ajis02-287	110	3	is	be	AUX
ajis02-287	110	4	not	not	PART
ajis02-287	110	5	precomputed	precompute	VERB
ajis02-287	110	6	and	and	CCONJ
ajis02-287	110	7	needs	need	VERB
ajis02-287	110	8	to	to	PART
ajis02-287	110	9	be	be	AUX
ajis02-287	110	10	computed	compute	VERB
ajis02-287	110	11	on	on	ADP
ajis02-287	110	12	the	the	DET
ajis02-287	110	13	fly	fly	NOUN
ajis02-287	110	14	.	.	PUNCT
ajis02-287	111	1	the	the	DET
ajis02-287	111	2	data	datum	NOUN
ajis02-287	111	3	is	be	AUX
ajis02-287	111	4	integrated	integrate	VERB
ajis02-287	111	5	from	from	ADP
ajis02-287	111	6	various	various	ADJ
ajis02-287	111	7	sources	source	NOUN
ajis02-287	111	8	and	and	CCONJ
ajis02-287	111	9	stored	store	VERB
ajis02-287	111	10	in	in	ADP
ajis02-287	111	11	the	the	DET
ajis02-287	111	12	data	data	NOUN
ajis02-287	111	13	warehouse	warehouse	NOUN
ajis02-287	111	14	in	in	ADP
ajis02-287	111	15	advance	advance	NOUN
ajis02-287	111	16	to	to	PART
ajis02-287	111	17	answer	answer	VERB
ajis02-287	111	18	decision	decision	NOUN
ajis02-287	111	19	support	support	NOUN
ajis02-287	111	20	queries	query	VERB
ajis02-287	111	21	from	from	ADP
ajis02-287	111	22	the	the	DET
ajis02-287	111	23	user	user	NOUN
ajis02-287	111	24	.	.	PUNCT
ajis02-287	112	1	this	this	PRON
ajis02-287	112	2	needs	need	VERB
ajis02-287	112	3	faster	fast	ADJ
ajis02-287	112	4	access	access	NOUN
ajis02-287	112	5	structures	structure	NOUN
ajis02-287	112	6	to	to	PART
ajis02-287	112	7	keep	keep	VERB
ajis02-287	112	8	the	the	DET
ajis02-287	112	9	processing	processing	NOUN
ajis02-287	112	10	on	on	ADP
ajis02-287	112	11	-	-	PUNCT
ajis02-287	112	12	line	line	NOUN
ajis02-287	112	13	.	.	PUNCT
ajis02-287	113	1	the	the	DET
ajis02-287	113	2	traditional	traditional	ADJ
ajis02-287	113	3	indexing	indexing	NOUN
ajis02-287	113	4	methods	method	NOUN
ajis02-287	113	5	in	in	ADP
ajis02-287	113	6	relational	relational	ADJ
ajis02-287	113	7	databases	database	NOUN
ajis02-287	113	8	do	do	AUX
ajis02-287	113	9	not	not	PART
ajis02-287	113	10	work	work	VERB
ajis02-287	113	11	well	well	ADV
ajis02-287	113	12	in	in	ADP
ajis02-287	113	13	the	the	DET
ajis02-287	113	14	data	datum	NOUN
ajis02-287	113	15	warehousing	warehousing	NOUN
ajis02-287	113	16	environment	environment	NOUN
ajis02-287	113	17	and	and	CCONJ
ajis02-287	113	18	new	new	ADJ
ajis02-287	113	19	access	access	NOUN
ajis02-287	113	20	structures	structure	NOUN
ajis02-287	113	21	have	have	AUX
ajis02-287	113	22	been	be	AUX
ajis02-287	113	23	proposed	propose	VERB
ajis02-287	113	24	for	for	ADP
ajis02-287	113	25	data	data	NOUN
ajis02-287	113	26	warehousing	warehousing	NOUN
ajis02-287	113	27	environments	environment	NOUN
ajis02-287	113	28	.	.	PUNCT
ajis02-287	114	1	we	we	PRON
ajis02-287	114	2	investigate	investigate	VERB
ajis02-287	114	3	different	different	ADJ
ajis02-287	114	4	types	type	NOUN
ajis02-287	114	5	of	of	ADP
ajis02-287	114	6	indexing	indexing	NOUN
ajis02-287	114	7	schemes	scheme	NOUN
ajis02-287	114	8	in	in	ADP
ajis02-287	114	9	section	section	NOUN
ajis02-287	114	10	4	4	NUM
ajis02-287	114	11	.	.	PUNCT
ajis02-287	115	1	a	a	DET
ajis02-287	115	2	relatively	relatively	ADV
ajis02-287	115	3	new	new	ADJ
ajis02-287	115	4	approach	approach	NOUN
ajis02-287	115	5	to	to	PART
ajis02-287	115	6	compute	compute	VERB
ajis02-287	115	7	expensive	expensive	ADJ
ajis02-287	115	8	operations	operation	NOUN
ajis02-287	115	9	such	such	ADJ
ajis02-287	115	10	as	as	ADP
ajis02-287	115	11	join	join	NOUN
ajis02-287	115	12	and	and	CCONJ
ajis02-287	115	13	aggregation	aggregation	NOUN
ajis02-287	115	14	is	be	AUX
ajis02-287	115	15	through	through	ADP
ajis02-287	115	16	the	the	DET
ajis02-287	115	17	use	use	NOUN
ajis02-287	115	18	of	of	ADP
ajis02-287	115	19	parallel	parallel	ADJ
ajis02-287	115	20	processing	processing	NOUN
ajis02-287	115	21	techniques	technique	NOUN
ajis02-287	115	22	.	.	PUNCT
ajis02-287	116	1	we	we	PRON
ajis02-287	116	2	discuss	discuss	VERB
ajis02-287	116	3	the	the	DET
ajis02-287	116	4	issues	issue	NOUN
ajis02-287	116	5	of	of	ADP
ajis02-287	116	6	parallelism	parallelism	NOUN
ajis02-287	116	7	in	in	ADP
ajis02-287	116	8	data	datum	NOUN
ajis02-287	116	9	warehousing	warehousing	NOUN
ajis02-287	116	10	in	in	ADP
ajis02-287	116	11	section	section	NOUN
ajis02-287	116	12	5	5	NUM
ajis02-287	116	13	.	.	PUNCT
ajis02-287	117	1	the	the	DET
ajis02-287	117	2	accumulation	accumulation	NOUN
ajis02-287	117	3	of	of	ADP
ajis02-287	117	4	data	datum	NOUN
ajis02-287	117	5	in	in	ADP
ajis02-287	117	6	a	a	DET
ajis02-287	117	7	data	data	NOUN
ajis02-287	117	8	warehouse	warehouse	NOUN
ajis02-287	117	9	provides	provide	VERB
ajis02-287	117	10	opportunities	opportunity	NOUN
ajis02-287	117	11	for	for	ADP
ajis02-287	117	12	data	datum	NOUN
ajis02-287	117	13	mining	mining	NOUN
ajis02-287	117	14	and	and	CCONJ
ajis02-287	117	15	issues	issue	NOUN
ajis02-287	117	16	relating	relate	VERB
ajis02-287	117	17	to	to	ADP
ajis02-287	117	18	mining	mining	NOUN
ajis02-287	117	19	from	from	ADP
ajis02-287	117	20	data	datum	NOUN
ajis02-287	117	21	warehousing	warehousing	NOUN
ajis02-287	117	22	are	be	AUX
ajis02-287	117	23	discussed	discuss	VERB
ajis02-287	117	24	.	.	PUNCT
ajis02-287	118	1	finally	finally	ADV
ajis02-287	118	2	,	,	PUNCT
ajis02-287	118	3	we	we	PRON
ajis02-287	118	4	comment	comment	VERB
ajis02-287	118	5	on	on	ADP
ajis02-287	118	6	other	other	ADJ
ajis02-287	118	7	areas	area	NOUN
ajis02-287	118	8	of	of	ADP
ajis02-287	118	9	active	active	ADJ
ajis02-287	118	10	research	research	NOUN
ajis02-287	118	11	and	and	CCONJ
ajis02-287	118	12	conclude	conclude	VERB
ajis02-287	118	13	the	the	DET
ajis02-287	118	14	paper	paper	NOUN
ajis02-287	118	15	with	with	ADP
ajis02-287	118	16	a	a	DET
ajis02-287	118	17	discussion	discussion	NOUN
ajis02-287	118	18	on	on	ADP
ajis02-287	118	19	possible	possible	ADJ
ajis02-287	118	20	future	future	ADJ
ajis02-287	118	21	work	work	NOUN
ajis02-287	118	22	.	.	PUNCT
ajis02-287	119	1	data	datum	NOUN
ajis02-287	119	2	models	model	NOUN
ajis02-287	119	3	for	for	ADP
ajis02-287	119	4	data	datum	NOUN
ajis02-287	119	5	warehousing	warehouse	VERB
ajis02-287	119	6	the	the	DET
ajis02-287	119	7	data	data	NOUN
ajis02-287	119	8	models	model	NOUN
ajis02-287	119	9	for	for	ADP
ajis02-287	119	10	designing	design	VERB
ajis02-287	119	11	traditional	traditional	ADJ
ajis02-287	119	12	oltp	oltp	NOUN
ajis02-287	119	13	systems	system	NOUN
ajis02-287	119	14	are	be	AUX
ajis02-287	119	15	not	not	PART
ajis02-287	119	16	well	well	ADV
ajis02-287	119	17	suited	suited	ADJ
ajis02-287	119	18	for	for	ADP
ajis02-287	119	19	modelling	model	VERB
ajis02-287	119	20	complex	complex	ADJ
ajis02-287	119	21	queries	query	NOUN
ajis02-287	119	22	in	in	ADP
ajis02-287	119	23	data	data	NOUN
ajis02-287	119	24	warehousing	warehousing	NOUN
ajis02-287	119	25	environment	environment	NOUN
ajis02-287	119	26	.	.	PUNCT
ajis02-287	120	1	the	the	DET
ajis02-287	120	2	transactions	transaction	NOUN
ajis02-287	120	3	in	in	ADP
ajis02-287	120	4	oltp	oltp	PROPN
ajis02-287	120	5	systems	system	NOUN
ajis02-287	120	6	are	be	AUX
ajis02-287	120	7	made	make	VERB
ajis02-287	120	8	up	up	ADP
ajis02-287	120	9	of	of	ADP
ajis02-287	120	10	simple	simple	ADJ
ajis02-287	120	11	,	,	PUNCT
ajis02-287	120	12	pre	pre	ADJ
ajis02-287	120	13	-	-	ADJ
ajis02-287	120	14	defined	define	VERB
ajis02-287	120	15	queries	query	NOUN
ajis02-287	120	16	.	.	PUNCT
ajis02-287	121	1	in	in	ADP
ajis02-287	121	2	the	the	DET
ajis02-287	121	3	data	datum	NOUN
ajis02-287	121	4	warehousing	warehousing	NOUN
ajis02-287	121	5	environments	environment	NOUN
ajis02-287	121	6	,	,	PUNCT
ajis02-287	121	7	the	the	DET
ajis02-287	121	8	queries	query	NOUN
ajis02-287	121	9	tend	tend	VERB
ajis02-287	121	10	to	to	PART
ajis02-287	121	11	use	use	VERB
ajis02-287	121	12	joins	join	NOUN
ajis02-287	121	13	on	on	ADP
ajis02-287	121	14	more	more	ADJ
ajis02-287	121	15	tables	table	NOUN
ajis02-287	121	16	,	,	PUNCT
ajis02-287	121	17	have	have	VERB
ajis02-287	121	18	a	a	DET
ajis02-287	121	19	larger	large	ADJ
ajis02-287	121	20	computation	computation	NOUN
ajis02-287	121	21	time	time	NOUN
ajis02-287	121	22	and	and	CCONJ
ajis02-287	121	23	are	be	AUX
ajis02-287	121	24	ad	ad	NOUN
ajis02-287	121	25	-	-	PUNCT
ajis02-287	121	26	hoc	hoc	X
ajis02-287	121	27	in	in	ADP
ajis02-287	121	28	nature	nature	NOUN
ajis02-287	121	29	.	.	PUNCT
ajis02-287	122	1	this	this	DET
ajis02-287	122	2	kind	kind	NOUN
ajis02-287	122	3	of	of	ADP
ajis02-287	122	4	processing	processing	NOUN
ajis02-287	122	5	environment	environment	NOUN
ajis02-287	122	6	warrants	warrant	NOUN
ajis02-287	122	7	a	a	DET
ajis02-287	122	8	new	new	ADJ
ajis02-287	122	9	perspective	perspective	NOUN
ajis02-287	122	10	to	to	ADP
ajis02-287	122	11	data	datum	NOUN
ajis02-287	122	12	modelling	modelling	NOUN
ajis02-287	122	13	.	.	PUNCT
ajis02-287	123	1	the	the	DET
ajis02-287	123	2	multi	multi	ADJ
ajis02-287	123	3	-	-	ADJ
ajis02-287	123	4	dimensional	dimensional	ADJ
ajis02-287	123	5	data	datum	NOUN
ajis02-287	123	6	model	model	NOUN
ajis02-287	123	7	,	,	PUNCT
ajis02-287	123	8	sometimes	sometimes	ADV
ajis02-287	123	9	referred	refer	VERB
ajis02-287	123	10	to	to	ADP
ajis02-287	123	11	as	as	SCONJ
ajis02-287	123	12	the	the	DET
ajis02-287	123	13	data	data	NOUN
ajis02-287	123	14	cube	cube	NOUN
ajis02-287	123	15	has	have	AUX
ajis02-287	123	16	turned	turn	VERB
ajis02-287	123	17	out	out	ADP
ajis02-287	123	18	to	to	PART
ajis02-287	123	19	be	be	AUX
ajis02-287	123	20	a	a	DET
ajis02-287	123	21	satisfactory	satisfactory	ADJ
ajis02-287	123	22	model	model	NOUN
ajis02-287	123	23	that	that	PRON
ajis02-287	123	24	provides	provide	VERB
ajis02-287	123	25	a	a	DET
ajis02-287	123	26	way	way	NOUN
ajis02-287	123	27	to	to	PART
ajis02-287	123	28	aggregate	aggregate	VERB
ajis02-287	123	29	facts	fact	NOUN
ajis02-287	123	30	along	along	ADP
ajis02-287	123	31	multiple	multiple	ADJ
ajis02-287	123	32	attributes	attribute	NOUN
ajis02-287	123	33	,	,	PUNCT
ajis02-287	123	34	called	call	VERB
ajis02-287	123	35	dimensions	dimension	NOUN
ajis02-287	123	36	.	.	PUNCT
ajis02-287	124	1	data	datum	NOUN
ajis02-287	124	2	is	be	AUX
ajis02-287	124	3	stored	store	VERB
ajis02-287	124	4	as	as	ADP
ajis02-287	124	5	facts	fact	NOUN
ajis02-287	124	6	and	and	CCONJ
ajis02-287	124	7	dimensions	dimension	NOUN
ajis02-287	124	8	instead	instead	ADV
ajis02-287	124	9	of	of	ADP
ajis02-287	124	10	rows	row	NOUN
ajis02-287	124	11	and	and	CCONJ
ajis02-287	124	12	columns	column	NOUN
ajis02-287	124	13	as	as	ADP
ajis02-287	124	14	in	in	ADP
ajis02-287	124	15	relational	relational	ADJ
ajis02-287	124	16	data	datum	NOUN
ajis02-287	124	17	model	model	NOUN
ajis02-287	124	18	.	.	PUNCT
ajis02-287	125	1	facts	fact	NOUN
ajis02-287	125	2	are	be	AUX
ajis02-287	125	3	numeric	numeric	ADJ
ajis02-287	125	4	or	or	CCONJ
ajis02-287	125	5	factual	factual	ADJ
ajis02-287	125	6	data	datum	NOUN
ajis02-287	125	7	that	that	PRON
ajis02-287	125	8	represent	represent	VERB
ajis02-287	125	9	a	a	DET
ajis02-287	125	10	specific	specific	ADJ
ajis02-287	125	11	business	business	NOUN
ajis02-287	125	12	activity	activity	NOUN
ajis02-287	125	13	and	and	CCONJ
ajis02-287	126	1	a	a	DET
ajis02-287	126	2	dimension	dimension	NOUN
ajis02-287	126	3	represent	represent	VERB
ajis02-287	126	4	a	a	DET
ajis02-287	126	5	single	single	ADJ
ajis02-287	126	6	perspective	perspective	NOUN
ajis02-287	126	7	on	on	ADP
ajis02-287	126	8	the	the	DET
ajis02-287	126	9	data	datum	NOUN
ajis02-287	126	10	.	.	PUNCT
ajis02-287	127	1	each	each	DET
ajis02-287	127	2	dimension	dimension	NOUN
ajis02-287	127	3	is	be	AUX
ajis02-287	127	4	described	describe	VERB
ajis02-287	127	5	by	by	ADP
ajis02-287	127	6	a	a	DET
ajis02-287	127	7	set	set	NOUN
ajis02-287	127	8	of	of	ADP
ajis02-287	127	9	attributes	attribute	NOUN
ajis02-287	127	10	.	.	PUNCT
ajis02-287	128	1	44	44	NUM
ajis02-287	128	2	ajis	ajis	NOUN
ajis02-287	128	3	vol	vol	NOUN
ajis02-287	128	4	.	.	PROPN
ajis02-287	128	5	7	7	NUM
ajis02-287	128	6	no	no	NOUN
ajis02-287	128	7	.	.	NOUN
ajis02-287	128	8	1	1	NUM
ajis02-287	128	9	sept	sept	PROPN
ajis02-287	128	10	1999	1999	NUM
ajis02-287	128	11	1997.x	1997.x	PROPN
ajis02-287	128	12	1996̂	1996̂	NUM
ajis02-287	128	13	"	"	PUNCT
ajis02-287	128	14	̂	̂	X
ajis02-287	128	15	1999.xdb	1999.xdb	NUM
ajis02-287	128	16	is	be	AUX
ajis02-287	128	17	os	os	PROPN
ajis02-287	128	18	se	se	X
ajis02-287	128	19	hw	hw	PROPN
ajis02-287	128	20	t	t	PROPN
ajis02-287	128	21	major_r	major_r	NOUN
ajis02-287	128	22	-	-	PUNCT
ajis02-287	128	23	area	area	NOUN
ajis02-287	128	24	dimensions	dimension	NOUN
ajis02-287	128	25	:	:	PUNCT
ajis02-287	128	26	location	location	NOUN
ajis02-287	128	27	,	,	PUNCT
ajis02-287	128	28	time	time	NOUN
ajis02-287	128	29	,	,	PUNCT
ajis02-287	128	30	research_area	research_area	PROPN
ajis02-287	128	31	attribute	attribute	NOUN
ajis02-287	128	32	:	:	PUNCT
ajis02-287	128	33	research_area	research_area	ADJ
ajis02-287	128	34	(	(	PUNCT
ajis02-287	128	35	researchjd	researchjd	NOUN
ajis02-287	128	36	,	,	PUNCT
ajis02-287	128	37	minor_r_area	minor_r_area	NOUN
ajis02-287	128	38	,	,	PUNCT
ajis02-287	128	39	major_r_area	major_r_area	NOUN
ajis02-287	128	40	,	,	PUNCT
ajis02-287	128	41	broad_r_area	broad_r_area	PROPN
ajis02-287	128	42	)	)	PUNCT
ajis02-287	128	43	attribute	attribute	NOUN
ajis02-287	128	44	hierarchy	hierarchy	NOUN
ajis02-287	128	45	:	:	PUNCT
ajis02-287	128	46	minor_r_area	minor_r_area	NOUN
ajis02-287	128	47	"	"	PUNCT
ajis02-287	128	48	a	a	DET
ajis02-287	128	49	b	b	PROPN
ajis02-287	128	50	c	c	PROPN
ajis02-287	128	51	d	d	PROPN
ajis02-287	128	52	university	university	NOUN
ajis02-287	128	53	major_r_area	major_r_area	NOUN
ajis02-287	128	54	i	i	PRON
ajis02-287	128	55	broad_r_area	broad_r_area	VERB
ajis02-287	128	56	,	,	PUNCT
ajis02-287	128	57	figure3	figure3	PROPN
ajis02-287	128	58	.	.	PUNCT
ajis02-287	129	1	data	datum	NOUN
ajis02-287	129	2	cube	cube	VERB
ajis02-287	129	3	a	a	DET
ajis02-287	129	4	multi	multi	ADJ
ajis02-287	129	5	-	-	ADJ
ajis02-287	129	6	dimensional	dimensional	ADJ
ajis02-287	129	7	data	datum	NOUN
ajis02-287	129	8	model	model	NOUN
ajis02-287	129	9	(	(	PUNCT
ajis02-287	129	10	mddm	mddm	NOUN
ajis02-287	129	11	)	)	PUNCT
ajis02-287	129	12	supports	support	VERB
ajis02-287	129	13	complex	complex	ADJ
ajis02-287	129	14	decision	decision	NOUN
ajis02-287	129	15	queries	query	NOUN
ajis02-287	129	16	on	on	ADP
ajis02-287	129	17	huge	huge	ADJ
ajis02-287	129	18	amounts	amount	NOUN
ajis02-287	129	19	of	of	ADP
ajis02-287	129	20	enterprise	enterprise	NOUN
ajis02-287	129	21	and	and	CCONJ
ajis02-287	129	22	temporal	temporal	ADJ
ajis02-287	129	23	data	datum	NOUN
ajis02-287	129	24	.	.	PUNCT
ajis02-287	130	1	it	it	PRON
ajis02-287	130	2	provides	provide	VERB
ajis02-287	130	3	an	an	DET
ajis02-287	130	4	integrated	integrate	VERB
ajis02-287	130	5	environment	environment	NOUN
ajis02-287	130	6	for	for	ADP
ajis02-287	130	7	summarising	summarising	NOUN
ajis02-287	130	8	(	(	PUNCT
ajis02-287	130	9	using	use	VERB
ajis02-287	130	10	aggregate	aggregate	ADJ
ajis02-287	130	11	functions	function	NOUN
ajis02-287	130	12	or	or	CCONJ
ajis02-287	130	13	by	by	ADP
ajis02-287	130	14	applying	apply	VERB
ajis02-287	130	15	some	some	DET
ajis02-287	130	16	formulae	formulae	ADJ
ajis02-287	130	17	)	)	PUNCT
ajis02-287	130	18	information	information	NOUN
ajis02-287	130	19	across	across	ADP
ajis02-287	130	20	multiple	multiple	ADJ
ajis02-287	130	21	dimensions	dimension	NOUN
ajis02-287	130	22	.	.	PUNCT
ajis02-287	131	1	mddm	mddm	PROPN
ajis02-287	131	2	has	have	AUX
ajis02-287	131	3	now	now	ADV
ajis02-287	131	4	become	become	VERB
ajis02-287	131	5	the	the	DET
ajis02-287	131	6	preferred	preferred	ADJ
ajis02-287	131	7	choice	choice	NOUN
ajis02-287	131	8	of	of	ADP
ajis02-287	131	9	many	many	ADJ
ajis02-287	131	10	vendors	vendor	NOUN
ajis02-287	131	11	as	as	ADP
ajis02-287	131	12	the	the	DET
ajis02-287	131	13	platform	platform	NOUN
ajis02-287	131	14	for	for	ADP
ajis02-287	131	15	building	build	VERB
ajis02-287	131	16	new	new	ADJ
ajis02-287	131	17	on	on	ADP
ajis02-287	131	18	-	-	PUNCT
ajis02-287	131	19	line	line	NOUN
ajis02-287	131	20	analytical	analytical	ADJ
ajis02-287	131	21	processing	processing	NOUN
ajis02-287	131	22	(	(	PUNCT
ajis02-287	131	23	olap	olap	ADJ
ajis02-287	131	24	)	)	PUNCT
ajis02-287	131	25	tools	tool	NOUN
ajis02-287	131	26	.	.	PUNCT
ajis02-287	132	1	the	the	DET
ajis02-287	132	2	user	user	NOUN
ajis02-287	132	3	has	have	VERB
ajis02-287	132	4	the	the	DET
ajis02-287	132	5	leverage	leverage	NOUN
ajis02-287	132	6	to	to	ADP
ajis02-287	132	7	j	j	PROPN
ajis02-287	132	8	/	/	SYM
ajis02-287	132	9	ice	ice	NOUN
ajis02-287	132	10	and	and	CCONJ
ajis02-287	132	11	dice	dice	VERB
ajis02-287	132	12	the	the	DET
ajis02-287	132	13	dimensions	dimension	NOUN
ajis02-287	132	14	,	,	PUNCT
ajis02-287	132	15	allowing	allow	VERB
ajis02-287	132	16	users	user	NOUN
ajis02-287	132	17	to	to	PART
ajis02-287	132	18	employ	employ	VERB
ajis02-287	132	19	different	different	ADJ
ajis02-287	132	20	dimensions	dimension	NOUN
ajis02-287	132	21	during	during	ADP
ajis02-287	132	22	an	an	DET
ajis02-287	132	23	interactive	interactive	ADJ
ajis02-287	132	24	query	query	NOUN
ajis02-287	132	25	session	session	NOUN
ajis02-287	132	26	.	.	PUNCT
ajis02-287	133	1	the	the	DET
ajis02-287	133	2	data	data	NOUN
ajis02-287	133	3	cube	cube	NOUN
ajis02-287	133	4	allows	allow	VERB
ajis02-287	133	5	the	the	DET
ajis02-287	133	6	user	user	NOUN
ajis02-287	133	7	to	to	PART
ajis02-287	133	8	visualise	visualise	VERB
ajis02-287	133	9	aggregated	aggregate	VERB
ajis02-287	133	10	facts	fact	NOUN
ajis02-287	133	11	multi	multi	ADJ
ajis02-287	133	12	-	-	ADJ
ajis02-287	133	13	dimensionally	dimensionally	ADV
ajis02-287	133	14	.	.	PUNCT
ajis02-287	134	1	the	the	DET
ajis02-287	134	2	level	level	NOUN
ajis02-287	134	3	of	of	ADP
ajis02-287	134	4	detail	detail	NOUN
ajis02-287	134	5	retrieved	retrieve	VERB
ajis02-287	134	6	depends	depend	VERB
ajis02-287	134	7	on	on	ADP
ajis02-287	134	8	the	the	DET
ajis02-287	134	9	number	number	NOUN
ajis02-287	134	10	of	of	ADP
ajis02-287	134	11	dimensions	dimension	NOUN
ajis02-287	134	12	used	use	VERB
ajis02-287	134	13	in	in	ADP
ajis02-287	134	14	the	the	DET
ajis02-287	134	15	data	data	NOUN
ajis02-287	134	16	cube	cube	NOUN
ajis02-287	134	17	.	.	PUNCT
ajis02-287	135	1	when	when	SCONJ
ajis02-287	135	2	the	the	DET
ajis02-287	135	3	data	data	NOUN
ajis02-287	135	4	cube	cube	NOUN
ajis02-287	135	5	has	have	VERB
ajis02-287	135	6	more	more	ADJ
ajis02-287	135	7	than	than	ADP
ajis02-287	135	8	three	three	NUM
ajis02-287	135	9	dimensions	dimension	NOUN
ajis02-287	135	10	,	,	PUNCT
ajis02-287	135	11	then	then	ADV
ajis02-287	135	12	it	it	PRON
ajis02-287	135	13	is	be	AUX
ajis02-287	135	14	called	call	VERB
ajis02-287	135	15	a	a	DET
ajis02-287	135	16	hypercube	hypercube	NOUN
ajis02-287	135	17	.	.	PUNCT
ajis02-287	136	1	the	the	DET
ajis02-287	136	2	dimensions	dimension	NOUN
ajis02-287	136	3	form	form	VERB
ajis02-287	136	4	the	the	DET
ajis02-287	136	5	axes	axis	NOUN
ajis02-287	136	6	of	of	ADP
ajis02-287	136	7	the	the	DET
ajis02-287	136	8	hypercube	hypercube	NOUN
ajis02-287	136	9	and	and	CCONJ
ajis02-287	136	10	the	the	DET
ajis02-287	136	11	solution	solution	NOUN
ajis02-287	136	12	space	space	NOUN
ajis02-287	136	13	represents	represent	VERB
ajis02-287	136	14	the	the	DET
ajis02-287	136	15	facts	fact	NOUN
ajis02-287	136	16	as	as	ADP
ajis02-287	136	17	aggregates	aggregate	NOUN
ajis02-287	136	18	on	on	ADP
ajis02-287	136	19	measure	measure	NOUN
ajis02-287	136	20	attributes	attribute	NOUN
ajis02-287	136	21	.	.	PUNCT
ajis02-287	137	1	the	the	DET
ajis02-287	137	2	cube	cube	NOUN
ajis02-287	137	3	for	for	ADP
ajis02-287	137	4	publications	publication	NOUN
ajis02-287	137	5	data	datum	NOUN
ajis02-287	137	6	is	be	AUX
ajis02-287	137	7	shown	show	VERB
ajis02-287	137	8	in	in	ADP
ajis02-287	137	9	the	the	DET
ajis02-287	137	10	figure	figure	NOUN
ajis02-287	137	11	below	below	ADV
ajis02-287	137	12	.	.	PUNCT
ajis02-287	138	1	implementation	implementation	NOUN
ajis02-287	138	2	schemes	scheme	NOUN
ajis02-287	138	3	the	the	DET
ajis02-287	138	4	conceptual	conceptual	ADJ
ajis02-287	138	5	multi	multi	ADJ
ajis02-287	138	6	-	-	ADJ
ajis02-287	138	7	dimensional	dimensional	ADJ
ajis02-287	138	8	data	datum	NOUN
ajis02-287	138	9	model	model	NOUN
ajis02-287	138	10	can	can	AUX
ajis02-287	138	11	be	be	AUX
ajis02-287	138	12	physically	physically	ADV
ajis02-287	138	13	realised	realise	VERB
ajis02-287	138	14	in	in	ADP
ajis02-287	138	15	two	two	NUM
ajis02-287	138	16	ways	way	NOUN
ajis02-287	138	17	,	,	PUNCT
ajis02-287	138	18	firstly	firstly	ADV
ajis02-287	138	19	by	by	ADP
ajis02-287	138	20	using	use	VERB
ajis02-287	138	21	trusted	trust	VERB
ajis02-287	138	22	relational	relational	ADJ
ajis02-287	138	23	databases	database	NOUN
ajis02-287	138	24	and	and	CCONJ
ajis02-287	138	25	secondly	secondly	ADV
ajis02-287	138	26	by	by	ADP
ajis02-287	138	27	making	make	VERB
ajis02-287	138	28	use	use	NOUN
ajis02-287	138	29	of	of	ADP
ajis02-287	138	30	specialised	specialised	ADJ
ajis02-287	138	31	multi	multi	ADJ
ajis02-287	138	32	-	-	ADJ
ajis02-287	138	33	dimensional	dimensional	ADJ
ajis02-287	138	34	databases	database	NOUN
ajis02-287	138	35	.	.	PUNCT
ajis02-287	139	1	each	each	DET
ajis02-287	139	2	approach	approach	NOUN
ajis02-287	139	3	is	be	AUX
ajis02-287	139	4	briefly	briefly	ADV
ajis02-287	139	5	described	describe	VERB
ajis02-287	139	6	below	below	ADV
ajis02-287	139	7	.	.	PUNCT
ajis02-287	140	1	relational	relational	ADJ
ajis02-287	140	2	scheme	scheme	NOUN
ajis02-287	140	3	this	this	DET
ajis02-287	140	4	scheme	scheme	NOUN
ajis02-287	140	5	stores	store	NOUN
ajis02-287	140	6	the	the	DET
ajis02-287	140	7	data	datum	NOUN
ajis02-287	140	8	in	in	ADP
ajis02-287	140	9	specialised	specialised	ADJ
ajis02-287	140	10	relational	relational	ADJ
ajis02-287	140	11	tables	table	NOUN
ajis02-287	140	12	,	,	PUNCT
ajis02-287	140	13	called	call	VERB
ajis02-287	140	14	fact	fact	NOUN
ajis02-287	140	15	and	and	CCONJ
ajis02-287	140	16	dimension	dimension	NOUN
ajis02-287	140	17	tables	table	NOUN
ajis02-287	140	18	.	.	PUNCT
ajis02-287	141	1	it	it	PRON
ajis02-287	141	2	provides	provide	VERB
ajis02-287	141	3	a	a	DET
ajis02-287	141	4	multidimensional	multidimensional	ADJ
ajis02-287	141	5	view	view	NOUN
ajis02-287	141	6	of	of	ADP
ajis02-287	141	7	the	the	DET
ajis02-287	141	8	data	datum	NOUN
ajis02-287	141	9	by	by	ADP
ajis02-287	141	10	using	use	VERB
ajis02-287	141	11	relational	relational	ADJ
ajis02-287	141	12	technology	technology	NOUN
ajis02-287	141	13	as	as	ADP
ajis02-287	141	14	an	an	DET
ajis02-287	141	15	underlying	underlying	ADJ
ajis02-287	141	16	data	data	NOUN
ajis02-287	141	17	model	model	NOUN
ajis02-287	141	18	.	.	PUNCT
ajis02-287	142	1	facts	fact	NOUN
ajis02-287	142	2	are	be	AUX
ajis02-287	142	3	stored	store	VERB
ajis02-287	142	4	in	in	ADP
ajis02-287	142	5	the	the	DET
ajis02-287	142	6	fact	fact	NOUN
ajis02-287	142	7	table	table	NOUN
ajis02-287	142	8	and	and	CCONJ
ajis02-287	142	9	dimensions	dimension	NOUN
ajis02-287	142	10	are	be	AUX
ajis02-287	142	11	stored	store	VERB
ajis02-287	142	12	in	in	ADP
ajis02-287	142	13	the	the	DET
ajis02-287	142	14	dimension	dimension	NOUN
ajis02-287	142	15	table	table	NOUN
ajis02-287	142	16	.	.	PUNCT
ajis02-287	143	1	for	for	ADP
ajis02-287	143	2	example	example	NOUN
ajis02-287	143	3	,	,	PUNCT
ajis02-287	143	4	the	the	DET
ajis02-287	143	5	research_area	research_area	PROPN
ajis02-287	143	6	dimension	dimension	NOUN
ajis02-287	143	7	consists	consist	VERB
ajis02-287	143	8	of	of	ADP
ajis02-287	143	9	four	four	NUM
ajis02-287	143	10	attributes	attribute	NOUN
ajis02-287	143	11	,	,	PUNCT
ajis02-287	143	12	namely	namely	ADV
ajis02-287	143	13	,	,	PUNCT
ajis02-287	143	14	researchjd	researchjd	NOUN
ajis02-287	143	15	,	,	PUNCT
ajis02-287	143	16	minor_r_area	minor_r_area	NOUN
ajis02-287	143	17	,	,	PUNCT
ajis02-287	143	18	major_r_area	major_r_area	NOUN
ajis02-287	143	19	and	and	CCONJ
ajis02-287	143	20	broad_r_area	broad_r_area	NOUN
ajis02-287	143	21	.	.	PUNCT
ajis02-287	144	1	examples	example	NOUN
ajis02-287	144	2	of	of	ADP
ajis02-287	144	3	fact	fact	NOUN
ajis02-287	144	4	tables	table	NOUN
ajis02-287	144	5	include	include	VERB
ajis02-287	144	6	sales	sale	NOUN
ajis02-287	144	7	data	datum	NOUN
ajis02-287	144	8	,	,	PUNCT
ajis02-287	144	9	publication	publication	NOUN
ajis02-287	144	10	data	datum	NOUN
ajis02-287	144	11	,	,	PUNCT
ajis02-287	144	12	etc	etc	X
ajis02-287	144	13	,	,	PUNCT
ajis02-287	144	14	and	and	CCONJ
ajis02-287	144	15	the	the	DET
ajis02-287	144	16	examples	example	NOUN
ajis02-287	144	17	of	of	ADP
ajis02-287	144	18	dimension	dimension	NOUN
ajis02-287	144	19	tables	table	NOUN
ajis02-287	144	20	include	include	VERB
ajis02-287	144	21	products	product	NOUN
ajis02-287	144	22	,	,	PUNCT
ajis02-287	144	23	stores	store	NOUN
ajis02-287	144	24	,	,	PUNCT
ajis02-287	144	25	documents	document	NOUN
ajis02-287	144	26	,	,	PUNCT
ajis02-287	144	27	research	research	NOUN
ajis02-287	144	28	areas	area	NOUN
ajis02-287	144	29	,	,	PUNCT
ajis02-287	144	30	etc	etc	X
ajis02-287	144	31	.	.	X
ajis02-287	144	32	facts	fact	NOUN
ajis02-287	144	33	in	in	ADP
ajis02-287	144	34	the	the	DET
ajis02-287	144	35	fact	fact	NOUN
ajis02-287	144	36	table	table	NOUN
ajis02-287	144	37	are	be	AUX
ajis02-287	144	38	linked	link	VERB
ajis02-287	144	39	through	through	ADP
ajis02-287	144	40	their	their	PRON
ajis02-287	144	41	dimensions	dimension	NOUN
ajis02-287	144	42	.	.	PUNCT
ajis02-287	145	1	the	the	DET
ajis02-287	145	2	attributes	attribute	NOUN
ajis02-287	145	3	that	that	PRON
ajis02-287	145	4	are	be	AUX
ajis02-287	145	5	stored	store	VERB
ajis02-287	145	6	in	in	ADP
ajis02-287	145	7	the	the	DET
ajis02-287	145	8	dimension	dimension	NOUN
ajis02-287	145	9	table	table	NOUN
ajis02-287	145	10	may	may	AUX
ajis02-287	145	11	exhibit	exhibit	VERB
ajis02-287	145	12	attribute	attribute	NOUN
ajis02-287	145	13	hierarchy	hierarchy	NOUN
ajis02-287	145	14	.	.	PUNCT
ajis02-287	146	1	45	45	NUM
ajis02-287	146	2	ajis	ajis	NOUN
ajis02-287	146	3	vol	vol	NOUN
ajis02-287	146	4	.	.	PROPN
ajis02-287	146	5	7	7	NUM
ajis02-287	146	6	no	no	NOUN
ajis02-287	146	7	.	.	NOUN
ajis02-287	146	8	1	1	NUM
ajis02-287	146	9	sept	sept	PROPN
ajis02-287	146	10	1999	1999	NUM
ajis02-287	146	11	dimension	dimension	NOUN
ajis02-287	146	12	table	table	NOUN
ajis02-287	146	13	:	:	PUNCT
ajis02-287	146	14	document	document	NOUN
ajis02-287	146	15	doc	doc	PROPN
ajis02-287	147	1	i	i	PROPN
ajis02-287	147	2	d	d	PROPN
ajis02-287	147	3	type_of_doc	type_of_doc	ADJ
ajis02-287	147	4	title_of_doc	title_of_doc	NUM
ajis02-287	147	5	fact	fact	NOUN
ajis02-287	147	6	table	table	NOUN
ajis02-287	147	7	:	:	PUNCT
ajis02-287	147	8	publications	publication	NOUN
ajis02-287	147	9	-100	-100	PROPN
ajis02-287	147	10	tuples	tuples	PROPN
ajis02-287	147	11	dimension	dimension	NOUN
ajis02-287	147	12	table	table	NOUN
ajis02-287	147	13	:	:	PUNCT
ajis02-287	147	14	authors	author	NOUN
ajis02-287	147	15	author	author	NOUN
ajis02-287	147	16	i	i	PROPN
ajis02-287	147	17	d	d	PROPN
ajis02-287	147	18	name	name	NOUN
ajis02-287	148	1	email_address	email_address	NOUN
ajis02-287	148	2	affiliation	affiliation	NOUN
ajis02-287	148	3	doc	doc	PROPN
ajis02-287	148	4	i	i	PROPN
ajis02-287	148	5	d	d	PROPN
ajis02-287	148	6	location	location	PROPN
ajis02-287	148	7	i	i	PROPN
ajis02-287	148	8	d	d	PROPN
ajis02-287	148	9	author	author	NOUN
ajis02-287	148	10	i	i	PROPN
ajis02-287	148	11	d	d	PROPN
ajis02-287	148	12	research	research	PROPN
ajis02-287	148	13	i	i	PROPN
ajis02-287	148	14	d	d	PROPN
ajis02-287	148	15	time	time	NOUN
ajis02-287	148	16	i	i	X
ajis02-287	148	17	d	d	NOUN
ajis02-287	148	18	total_journal_count	total_journal_count	PROPN
ajis02-287	149	1	total_conf_count	total_conf_count	INTJ
ajis02-287	149	2	-3,000,000	-3,000,000	PUNCT
ajis02-287	149	3	tuples	tuples	PROPN
ajis02-287	149	4	dimension	dimension	NOUN
ajis02-287	149	5	table	table	NOUN
ajis02-287	149	6	:	:	PUNCT
ajis02-287	149	7	time	time	NOUN
ajis02-287	149	8	-5000	-5000	PROPN
ajis02-287	149	9	tuples	tuples	PROPN
ajis02-287	149	10	time	time	NOUN
ajis02-287	150	1	i	i	X
ajis02-287	150	2	d	d	NOUN
ajis02-287	150	3	year	year	NOUN
ajis02-287	150	4	d	d	X
ajis02-287	150	5	x	x	PROPN
ajis02-287	150	6	*	*	PUNCT
ajis02-287	150	7	imension	imension	NOUN
ajis02-287	150	8	table	table	NOUN
ajis02-287	150	9	:	:	PUNCT
ajis02-287	151	1	locations	location	NOUN
ajis02-287	151	2	location	location	VERB
ajis02-287	151	3	i	i	PROPN
ajis02-287	151	4	d	d	PROPN
ajis02-287	151	5	university_name	university_name	VERB
ajis02-287	151	6	city	city	NOUN
ajis02-287	151	7	state	state	NOUN
ajis02-287	151	8	country	country	NOUN
ajis02-287	151	9	-1000	-1000	PROPN
ajis02-287	151	10	tuples	tuples	PROPN
ajis02-287	151	11	dimension	dimension	NOUN
ajis02-287	151	12	table	table	NOUN
ajis02-287	151	13	:	:	PUNCT
ajis02-287	151	14	research	research	NOUN
ajis02-287	151	15	areas	area	NOUN
ajis02-287	151	16	research	research	VERB
ajis02-287	151	17	i	i	PROPN
ajis02-287	151	18	d	d	PROPN
ajis02-287	151	19	minor_r_area	minor_r_area	PROPN
ajis02-287	151	20	major_r_area	major_r_area	PROPN
ajis02-287	151	21	broad_r_area	broad_r_area	PROPN
ajis02-287	151	22	-50	-50	PUNCT
ajis02-287	151	23	tuples	tuples	PROPN
ajis02-287	151	24	-20	-20	NUM
ajis02-287	151	25	tuples	tuple	NOUN
ajis02-287	151	26	figure	figure	VERB
ajis02-287	151	27	4	4	NUM
ajis02-287	151	28	.	.	PUNCT
ajis02-287	151	29	star	star	NOUN
ajis02-287	151	30	schema	schema	PROPN
ajis02-287	151	31	example	example	NOUN
ajis02-287	151	32	star	star	NOUN
ajis02-287	151	33	schema	schema	PROPN
ajis02-287	151	34	/	/	SYM
ajis02-287	151	35	snowflake	snowflake	NOUN
ajis02-287	151	36	schema	schema	NOUN
ajis02-287	151	37	are	be	AUX
ajis02-287	151	38	used	use	VERB
ajis02-287	151	39	to	to	PART
ajis02-287	151	40	support	support	VERB
ajis02-287	151	41	multi	multi	ADJ
ajis02-287	151	42	-	-	ADJ
ajis02-287	151	43	dimensional	dimensional	ADJ
ajis02-287	151	44	data	datum	NOUN
ajis02-287	151	45	representation	representation	NOUN
ajis02-287	151	46	.	.	PUNCT
ajis02-287	152	1	they	they	PRON
ajis02-287	152	2	offer	offer	VERB
ajis02-287	152	3	flexibility	flexibility	NOUN
ajis02-287	152	4	,	,	PUNCT
ajis02-287	152	5	but	but	CCONJ
ajis02-287	152	6	often	often	ADV
ajis02-287	152	7	at	at	ADP
ajis02-287	152	8	the	the	DET
ajis02-287	152	9	cost	cost	NOUN
ajis02-287	152	10	of	of	ADP
ajis02-287	152	11	performance	performance	NOUN
ajis02-287	152	12	because	because	SCONJ
ajis02-287	152	13	of	of	ADP
ajis02-287	152	14	more	more	ADJ
ajis02-287	152	15	joins	join	NOUN
ajis02-287	152	16	for	for	ADP
ajis02-287	152	17	each	each	DET
ajis02-287	152	18	query	query	NOUN
ajis02-287	152	19	required	require	VERB
ajis02-287	152	20	.	.	PUNCT
ajis02-287	153	1	a	a	DET
ajis02-287	153	2	star	star	NOUN
ajis02-287	153	3	/	/	SYM
ajis02-287	153	4	snowflake	snowflake	NOUN
ajis02-287	153	5	schema	schema	NOUN
ajis02-287	153	6	models	model	NOUN
ajis02-287	153	7	a	a	DET
ajis02-287	153	8	consistent	consistent	ADJ
ajis02-287	153	9	set	set	NOUN
ajis02-287	153	10	of	of	ADP
ajis02-287	153	11	facts	fact	NOUN
ajis02-287	153	12	(	(	PUNCT
ajis02-287	153	13	aggregated	aggregate	VERB
ajis02-287	153	14	)	)	PUNCT
ajis02-287	153	15	in	in	ADP
ajis02-287	153	16	a	a	DET
ajis02-287	153	17	fact	fact	NOUN
ajis02-287	153	18	table	table	NOUN
ajis02-287	153	19	and	and	CCONJ
ajis02-287	153	20	the	the	DET
ajis02-287	153	21	descriptive	descriptive	ADJ
ajis02-287	153	22	attributes	attribute	NOUN
ajis02-287	153	23	about	about	ADP
ajis02-287	153	24	the	the	DET
ajis02-287	153	25	facts	fact	NOUN
ajis02-287	153	26	are	be	AUX
ajis02-287	153	27	stored	store	VERB
ajis02-287	153	28	in	in	ADP
ajis02-287	153	29	multiple	multiple	ADJ
ajis02-287	153	30	dimension	dimension	NOUN
ajis02-287	153	31	tables	table	NOUN
ajis02-287	153	32	.	.	PUNCT
ajis02-287	154	1	this	this	DET
ajis02-287	154	2	schema	schema	NOUN
ajis02-287	154	3	makes	make	VERB
ajis02-287	154	4	heavy	heavy	ADJ
ajis02-287	154	5	use	use	NOUN
ajis02-287	154	6	of	of	ADP
ajis02-287	154	7	denormalization	denormalization	NOUN
ajis02-287	154	8	to	to	PART
ajis02-287	154	9	optimise	optimise	VERB
ajis02-287	154	10	complex	complex	ADJ
ajis02-287	154	11	aggregate	aggregate	ADJ
ajis02-287	154	12	query	query	NOUN
ajis02-287	154	13	processing	processing	NOUN
ajis02-287	154	14	.	.	PUNCT
ajis02-287	155	1	in	in	ADP
ajis02-287	155	2	a	a	DET
ajis02-287	155	3	star	star	NOUN
ajis02-287	155	4	schema	schema	NOUN
ajis02-287	155	5	,	,	PUNCT
ajis02-287	155	6	a	a	DET
ajis02-287	155	7	single	single	ADJ
ajis02-287	155	8	fact	fact	NOUN
ajis02-287	155	9	table	table	NOUN
ajis02-287	155	10	is	be	AUX
ajis02-287	155	11	related	relate	VERB
ajis02-287	155	12	to	to	ADP
ajis02-287	155	13	each	each	DET
ajis02-287	155	14	dimension	dimension	NOUN
ajis02-287	155	15	table	table	NOUN
ajis02-287	155	16	in	in	ADP
ajis02-287	155	17	a	a	DET
ajis02-287	155	18	many	many	ADJ
ajis02-287	155	19	-	-	PUNCT
ajis02-287	155	20	toone	toone	NOUN
ajis02-287	155	21	(	(	PUNCT
ajis02-287	155	22	m	m	NOUN
ajis02-287	155	23	:	:	PUNCT
ajis02-287	155	24	l	l	ADJ
ajis02-287	155	25	)	)	PUNCT
ajis02-287	155	26	relationship	relationship	NOUN
ajis02-287	155	27	.	.	PUNCT
ajis02-287	156	1	each	each	DET
ajis02-287	156	2	dimension	dimension	NOUN
ajis02-287	156	3	tuple	tuple	NOUN
ajis02-287	156	4	is	be	AUX
ajis02-287	156	5	pointed	point	VERB
ajis02-287	156	6	to	to	ADP
ajis02-287	156	7	many	many	ADJ
ajis02-287	156	8	fact	fact	NOUN
ajis02-287	156	9	tuples	tuple	NOUN
ajis02-287	156	10	.	.	PUNCT
ajis02-287	157	1	dimension	dimension	NOUN
ajis02-287	157	2	tables	table	NOUN
ajis02-287	157	3	are	be	AUX
ajis02-287	157	4	joined	join	VERB
ajis02-287	157	5	to	to	PART
ajis02-287	157	6	fact	fact	VERB
ajis02-287	157	7	table	table	NOUN
ajis02-287	157	8	through	through	ADP
ajis02-287	157	9	foreign	foreign	ADJ
ajis02-287	157	10	key	key	ADJ
ajis02-287	157	11	reference	reference	NOUN
ajis02-287	157	12	;	;	PUNCT
ajis02-287	157	13	there	there	PRON
ajis02-287	157	14	is	be	VERB
ajis02-287	157	15	a	a	DET
ajis02-287	157	16	referential	referential	ADJ
ajis02-287	157	17	integrity	integrity	NOUN
ajis02-287	157	18	constraints	constraint	NOUN
ajis02-287	157	19	between	between	ADP
ajis02-287	157	20	fact	fact	NOUN
ajis02-287	157	21	table	table	NOUN
ajis02-287	157	22	and	and	CCONJ
ajis02-287	157	23	dimension	dimension	NOUN
ajis02-287	157	24	table	table	NOUN
ajis02-287	157	25	.	.	PUNCT
ajis02-287	158	1	the	the	DET
ajis02-287	158	2	primary	primary	ADJ
ajis02-287	158	3	key	key	NOUN
ajis02-287	158	4	of	of	ADP
ajis02-287	158	5	the	the	DET
ajis02-287	158	6	fact	fact	NOUN
ajis02-287	158	7	table	table	NOUN
ajis02-287	158	8	is	be	AUX
ajis02-287	158	9	a	a	DET
ajis02-287	158	10	combination	combination	NOUN
ajis02-287	158	11	of	of	ADP
ajis02-287	158	12	the	the	DET
ajis02-287	158	13	primary	primary	ADJ
ajis02-287	158	14	keys	key	NOUN
ajis02-287	158	15	of	of	ADP
ajis02-287	158	16	dimension	dimension	NOUN
ajis02-287	158	17	tables	table	NOUN
ajis02-287	158	18	.	.	PUNCT
ajis02-287	159	1	note	note	VERB
ajis02-287	159	2	that	that	SCONJ
ajis02-287	159	3	multiple	multiple	ADJ
ajis02-287	159	4	fact	fact	NOUN
ajis02-287	159	5	tables	table	NOUN
ajis02-287	159	6	can	can	AUX
ajis02-287	159	7	be	be	AUX
ajis02-287	159	8	related	relate	VERB
ajis02-287	159	9	to	to	ADP
ajis02-287	159	10	the	the	DET
ajis02-287	159	11	same	same	ADJ
ajis02-287	159	12	dimension	dimension	NOUN
ajis02-287	159	13	table	table	NOUN
ajis02-287	159	14	and	and	CCONJ
ajis02-287	159	15	the	the	DET
ajis02-287	159	16	size	size	NOUN
ajis02-287	159	17	of	of	ADP
ajis02-287	159	18	dimension	dimension	NOUN
ajis02-287	159	19	table	table	NOUN
ajis02-287	159	20	is	be	AUX
ajis02-287	159	21	very	very	ADV
ajis02-287	159	22	small	small	ADJ
ajis02-287	159	23	as	as	SCONJ
ajis02-287	159	24	compared	compare	VERB
ajis02-287	159	25	to	to	ADP
ajis02-287	159	26	the	the	DET
ajis02-287	159	27	fact	fact	NOUN
ajis02-287	159	28	table	table	NOUN
ajis02-287	159	29	.	.	PUNCT
ajis02-287	160	1	the	the	DET
ajis02-287	160	2	figure	figure	NOUN
ajis02-287	160	3	below	below	ADV
ajis02-287	160	4	shows	show	VERB
ajis02-287	160	5	an	an	DET
ajis02-287	160	6	example	example	NOUN
ajis02-287	160	7	of	of	ADP
ajis02-287	160	8	star	star	NOUN
ajis02-287	160	9	schema	schema	NOUN
ajis02-287	160	10	.	.	PUNCT
ajis02-287	161	1	here	here	ADV
ajis02-287	161	2	,	,	PUNCT
ajis02-287	161	3	publication	publication	NOUN
ajis02-287	161	4	data	datum	NOUN
ajis02-287	161	5	is	be	AUX
ajis02-287	161	6	stored	store	VERB
ajis02-287	161	7	in	in	ADP
ajis02-287	161	8	fact	fact	NOUN
ajis02-287	161	9	table	table	NOUN
ajis02-287	161	10	and	and	CCONJ
ajis02-287	161	11	location	location	NOUN
ajis02-287	161	12	,	,	PUNCT
ajis02-287	161	13	document	document	NOUN
ajis02-287	161	14	,	,	PUNCT
ajis02-287	161	15	authors	author	NOUN
ajis02-287	161	16	,	,	PUNCT
ajis02-287	161	17	research	research	NOUN
ajis02-287	161	18	area	area	NOUN
ajis02-287	161	19	and	and	CCONJ
ajis02-287	161	20	time	time	NOUN
ajis02-287	161	21	are	be	AUX
ajis02-287	161	22	dimension	dimension	NOUN
ajis02-287	161	23	tables	table	NOUN
ajis02-287	161	24	.	.	PUNCT
ajis02-287	162	1	as	as	SCONJ
ajis02-287	162	2	can	can	AUX
ajis02-287	162	3	be	be	AUX
ajis02-287	162	4	seen	see	VERB
ajis02-287	162	5	above	above	ADV
ajis02-287	162	6	,	,	PUNCT
ajis02-287	162	7	the	the	DET
ajis02-287	162	8	dimension	dimension	NOUN
ajis02-287	162	9	tables	table	NOUN
ajis02-287	162	10	are	be	AUX
ajis02-287	162	11	denormalized	denormalize	VERB
ajis02-287	162	12	and	and	CCONJ
ajis02-287	162	13	therefore	therefore	ADV
ajis02-287	162	14	,	,	PUNCT
ajis02-287	162	15	the	the	DET
ajis02-287	162	16	star	star	NOUN
ajis02-287	162	17	schema	schema	NOUN
ajis02-287	162	18	does	do	AUX
ajis02-287	162	19	not	not	PART
ajis02-287	162	20	capture	capture	VERB
ajis02-287	162	21	hierarchies	hierarchy	NOUN
ajis02-287	162	22	(	(	PUNCT
ajis02-287	162	23	ie	ie	X
ajis02-287	162	24	.	.	X
ajis02-287	162	25	dependencies	dependency	NOUN
ajis02-287	162	26	among	among	ADP
ajis02-287	162	27	attributes	attribute	NOUN
ajis02-287	162	28	)	)	PUNCT
ajis02-287	162	29	directly	directly	ADV
ajis02-287	162	30	.	.	PUNCT
ajis02-287	163	1	this	this	PRON
ajis02-287	163	2	is	be	AUX
ajis02-287	163	3	captured	capture	VERB
ajis02-287	163	4	in	in	ADP
ajis02-287	163	5	snowflake	snowflake	NOUN
ajis02-287	163	6	schema	schema	NOUN
ajis02-287	163	7	.	.	PUNCT
ajis02-287	164	1	here	here	ADV
ajis02-287	164	2	,	,	PUNCT
ajis02-287	164	3	the	the	DET
ajis02-287	164	4	dimension	dimension	NOUN
ajis02-287	164	5	tables	table	NOUN
ajis02-287	164	6	are	be	AUX
ajis02-287	164	7	normalised	normalise	VERB
ajis02-287	164	8	for	for	ADP
ajis02-287	164	9	simplifying	simplify	VERB
ajis02-287	164	10	the	the	DET
ajis02-287	164	11	data	datum	NOUN
ajis02-287	164	12	selecting	select	VERB
ajis02-287	164	13	operations	operation	NOUN
ajis02-287	164	14	related	relate	VERB
ajis02-287	164	15	to	to	ADP
ajis02-287	164	16	the	the	DET
ajis02-287	164	17	dimensions	dimension	NOUN
ajis02-287	164	18	,	,	PUNCT
ajis02-287	164	19	and	and	CCONJ
ajis02-287	164	20	thereby	thereby	ADV
ajis02-287	164	21	,	,	PUNCT
ajis02-287	164	22	capture	capture	VERB
ajis02-287	164	23	attribute	attribute	NOUN
ajis02-287	164	24	hierarchies	hierarchy	NOUN
ajis02-287	164	25	.	.	PUNCT
ajis02-287	165	1	in	in	ADP
ajis02-287	165	2	this	this	DET
ajis02-287	165	3	schema	schema	NOUN
ajis02-287	165	4	,	,	PUNCT
ajis02-287	165	5	the	the	DET
ajis02-287	165	6	multiple	multiple	ADJ
ajis02-287	165	7	fact	fact	NOUN
ajis02-287	165	8	tables	table	NOUN
ajis02-287	165	9	are	be	AUX
ajis02-287	165	10	created	create	VERB
ajis02-287	165	11	for	for	ADP
ajis02-287	165	12	different	different	ADJ
ajis02-287	165	13	aggregate	aggregate	ADJ
ajis02-287	165	14	levels	level	NOUN
ajis02-287	165	15	by	by	ADP
ajis02-287	165	16	pre	pre	ADJ
ajis02-287	165	17	-	-	ADJ
ajis02-287	165	18	computing	computing	ADJ
ajis02-287	165	19	aggregate	aggregate	ADJ
ajis02-287	165	20	values	value	NOUN
ajis02-287	165	21	.	.	PUNCT
ajis02-287	166	1	this	this	DET
ajis02-287	166	2	schema	schema	NOUN
ajis02-287	166	3	projects	project	VERB
ajis02-287	166	4	better	well	ADJ
ajis02-287	166	5	semantic	semantic	ADJ
ajis02-287	166	6	representation	representation	NOUN
ajis02-287	166	7	of	of	ADP
ajis02-287	166	8	business	business	NOUN
ajis02-287	166	9	dimensions	dimension	NOUN
ajis02-287	166	10	.	.	PUNCT
ajis02-287	167	1	46	46	NUM
ajis02-287	167	2	ajis	ajis	NOUN
ajis02-287	167	3	vol	vol	NOUN
ajis02-287	167	4	.	.	PROPN
ajis02-287	167	5	7	7	NUM
ajis02-287	167	6	no	no	NOUN
ajis02-287	167	7	.	.	NOUN
ajis02-287	167	8	1	1	NUM
ajis02-287	167	9	sept	sept	PROPN
ajis02-287	167	10	1999	1999	NUM
ajis02-287	167	11	multiple	multiple	ADJ
ajis02-287	167	12	inheritance	inheritance	NOUN
ajis02-287	167	13	graph	graph	NOUN
ajis02-287	167	14	method	method	NOUN
ajis02-287	167	15	:	:	PUNCT
ajis02-287	167	16	traffic	traffic	NOUN
ajis02-287	167	17	-	-	PUNCT
ajis02-287	167	18	violation	violation	NOUN
ajis02-287	167	19	;	;	PUNCT
ajis02-287	167	20	methodi	methodi	PROPN
ajis02-287	167	21	/	/	SYM
ajis02-287	167	22	craffic	craffic	NOUN
ajis02-287	167	23	-	-	PUNCT
ajis02-287	167	24	violajtion	violajtion	NOUN
ajis02-287	167	25	(	(	PUNCT
ajis02-287	167	26	a	a	NOUN
ajis02-287	167	27	)	)	PUNCT
ajis02-287	167	28	repeated	repeat	VERB
ajis02-287	167	29	inheritance	inheritance	NOUN
ajis02-287	167	30	graph	graph	NOUN
ajis02-287	167	31	string	string	NOUN
ajis02-287	167	32	:	:	PUNCT
ajis02-287	167	33	driver	driver	NOUN
ajis02-287	167	34	-	-	PUNCT
ajis02-287	167	35	name	name	NOUN
ajis02-287	167	36	;	;	PUNCT
ajis02-287	167	37	method	method	NOUN
ajis02-287	167	38	:	:	PUNCT
ajis02-287	167	39	birthday	birthday	NOUN
ajis02-287	167	40	-	-	PUNCT
ajis02-287	167	41	died	die	VERB
ajis02-287	167	42	;	;	PUNCT
ajis02-287	167	43	(	(	PUNCT
ajis02-287	167	44	b	b	X
ajis02-287	167	45	)	)	PUNCT
ajis02-287	167	46	redundant	redundant	ADJ
ajis02-287	167	47	inheritance	inheritance	NOUN
ajis02-287	167	48	graph	graph	NOUN
ajis02-287	167	49	string	string	NOUN
ajis02-287	167	50	:	:	PUNCT
ajis02-287	167	51	driver	driver	NOUN
ajis02-287	167	52	-	-	PUNCT
ajis02-287	167	53	name	name	NOUN
ajis02-287	167	54	;	;	PUNCT
ajis02-287	167	55	method	method	NOUN
ajis02-287	167	56	:	:	PUNCT
ajis02-287	167	57	birthday	birthday	NOUN
ajis02-287	167	58	-	-	PUNCT
ajis02-287	167	59	died	die	VERB
ajis02-287	167	60	;	;	PUNCT
ajis02-287	167	61	(	(	PUNCT
ajis02-287	167	62	0	0	NUM
ajis02-287	167	63	figure	figure	NOUN
ajis02-287	167	64	5	5	NUM
ajis02-287	167	65	.	.	PUNCT
ajis02-287	167	66	snowflake	snowflake	NOUN
ajis02-287	167	67	schema	schema	NOUN
ajis02-287	167	68	example	example	NOUN
ajis02-287	167	69	multi	multi	ADJ
ajis02-287	167	70	-	-	ADJ
ajis02-287	167	71	dimensional	dimensional	ADJ
ajis02-287	167	72	data	datum	NOUN
ajis02-287	167	73	model	model	NOUN
ajis02-287	167	74	which	which	PRON
ajis02-287	167	75	translates	translate	VERB
ajis02-287	167	76	the	the	DET
ajis02-287	167	77	data	data	NOUN
ajis02-287	167	78	cube	cube	NOUN
ajis02-287	167	79	into	into	ADP
ajis02-287	167	80	a	a	DET
ajis02-287	167	81	star	star	NOUN
ajis02-287	167	82	/	/	SYM
ajis02-287	167	83	snowflake	snowflake	NOUN
ajis02-287	167	84	schema	schema	NOUN
ajis02-287	167	85	is	be	AUX
ajis02-287	167	86	defined	define	VERB
ajis02-287	167	87	as	as	ADP
ajis02-287	167	88	follows	follow	VERB
ajis02-287	167	89	(	(	PUNCT
ajis02-287	167	90	baralis	baralis	PROPN
ajis02-287	167	91	,	,	PUNCT
ajis02-287	167	92	paraboschi	paraboschi	NOUN
ajis02-287	167	93	and	and	CCONJ
ajis02-287	167	94	teniente	teniente	NOUN
ajis02-287	167	95	1997	1997	NUM
ajis02-287	167	96	):	):	PUNCT
ajis02-287	167	97	a	a	DET
ajis02-287	167	98	multi	multi	ADJ
ajis02-287	167	99	-	-	ADJ
ajis02-287	167	100	dimensional	dimensional	ADJ
ajis02-287	167	101	database	database	NOUN
ajis02-287	167	102	is	be	AUX
ajis02-287	167	103	a	a	DET
ajis02-287	167	104	collection	collection	NOUN
ajis02-287	167	105	of	of	ADP
ajis02-287	167	106	n	n	PRON
ajis02-287	167	107	hypercubes	hypercube	NOUN
ajis02-287	167	108	(	(	PUNCT
ajis02-287	167	109	h	h	NOUN
ajis02-287	167	110	,	,	PUNCT
ajis02-287	167	111	,	,	PUNCT
ajis02-287	167	112	h2	h2	PROPN
ajis02-287	167	113	,	,	PUNCT
ajis02-287	167	114	...	...	PUNCT
ajis02-287	167	115	,	,	PUNCT
ajis02-287	167	116	hn	hn	PROPN
ajis02-287	167	117	}	}	PUNCT
ajis02-287	167	118	,	,	PUNCT
ajis02-287	167	119	where	where	SCONJ
ajis02-287	167	120	each	each	DET
ajis02-287	167	121	hypercube	hypercube	NOUN
ajis02-287	167	122	h	h	NOUN
ajis02-287	167	123	;	;	PUNCT
ajis02-287	167	124	is	be	AUX
ajis02-287	167	125	a	a	DET
ajis02-287	167	126	set	set	NOUN
ajis02-287	167	127	of	of	ADP
ajis02-287	167	128	relations	relation	NOUN
ajis02-287	167	129	{	{	PUNCT
ajis02-287	167	130	di	di	NOUN
ajis02-287	167	131	,	,	PUNCT
ajis02-287	167	132	d2	d2	PROPN
ajis02-287	167	133	,	,	PUNCT
ajis02-287	167	134	....	....	PUNCT
ajis02-287	168	1	dm	dm	X
ajis02-287	168	2	,	,	PUNCT
ajis02-287	168	3	f	f	X
ajis02-287	168	4	)	)	PUNCT
ajis02-287	168	5	such	such	ADJ
ajis02-287	168	6	that	that	SCONJ
ajis02-287	168	7	•	•	NOUN
ajis02-287	168	8	each	each	DET
ajis02-287	168	9	dj	dj	NOUN
ajis02-287	168	10	is	be	AUX
ajis02-287	168	11	a	a	DET
ajis02-287	168	12	dimension	dimension	NOUN
ajis02-287	168	13	table	table	NOUN
ajis02-287	168	14	,	,	PUNCT
ajis02-287	168	15	ie	ie	X
ajis02-287	168	16	.	.	PUNCT
ajis02-287	169	1	a	a	DET
ajis02-287	169	2	relation	relation	NOUN
ajis02-287	169	3	characterised	characterise	VERB
ajis02-287	169	4	by	by	ADP
ajis02-287	169	5	its	its	PRON
ajis02-287	169	6	unique	unique	ADJ
ajis02-287	169	7	identifier	identifier	NOUN
ajis02-287	169	8	dj	dj	NOUN
ajis02-287	169	9	(	(	PUNCT
ajis02-287	169	10	dimension	dimension	NOUN
ajis02-287	169	11	)	)	PUNCT
ajis02-287	169	12	that	that	PRON
ajis02-287	169	13	uniquely	uniquely	ADV
ajis02-287	169	14	identifies	identify	VERB
ajis02-287	169	15	each	each	DET
ajis02-287	169	16	tuple	tuple	NOUN
ajis02-287	169	17	in	in	ADP
ajis02-287	169	18	dj	dj	NOUN
ajis02-287	169	19	and	and	CCONJ
ajis02-287	169	20	provides	provide	VERB
ajis02-287	169	21	the	the	DET
ajis02-287	169	22	granularity	granularity	NOUN
ajis02-287	169	23	for	for	ADP
ajis02-287	169	24	representing	represent	VERB
ajis02-287	169	25	facts	fact	NOUN
ajis02-287	169	26	along	along	ADP
ajis02-287	169	27	the	the	DET
ajis02-287	169	28	axis	axis	NOUN
ajis02-287	169	29	of	of	ADP
ajis02-287	169	30	the	the	DET
ajis02-287	169	31	hypercube	hypercube	NOUN
ajis02-287	169	32	.	.	PUNCT
ajis02-287	170	1	•	•	NUM
ajis02-287	170	2	f	f	PROPN
ajis02-287	170	3	is	be	AUX
ajis02-287	170	4	a	a	DET
ajis02-287	170	5	fact	fact	NOUN
ajis02-287	170	6	table	table	NOUN
ajis02-287	170	7	,	,	PUNCT
ajis02-287	170	8	ie	ie	X
ajis02-287	170	9	.	.	PROPN
ajis02-287	170	10	,	,	PUNCT
ajis02-287	170	11	a	a	DET
ajis02-287	170	12	relation	relation	NOUN
ajis02-287	170	13	connecting	connect	VERB
ajis02-287	170	14	all	all	DET
ajis02-287	170	15	dimension	dimension	NOUN
ajis02-287	170	16	tables	table	NOUN
ajis02-287	170	17	d	d	NOUN
ajis02-287	170	18	,	,	PUNCT
ajis02-287	170	19	,	,	PUNCT
ajis02-287	170	20	d2	d2	PROPN
ajis02-287	170	21	,	,	PUNCT
ajis02-287	170	22	...	...	PUNCT
ajis02-287	170	23	,	,	PUNCT
ajis02-287	170	24	dm	dm	X
ajis02-287	170	25	on	on	ADP
ajis02-287	170	26	the	the	DET
ajis02-287	170	27	dimension	dimension	NOUN
ajis02-287	170	28	attribute	attribute	NOUN
ajis02-287	170	29	dj	dj	NOUN
ajis02-287	170	30	in	in	ADP
ajis02-287	170	31	each	each	DET
ajis02-287	170	32	table	table	NOUN
ajis02-287	170	33	;	;	PUNCT
ajis02-287	170	34	the	the	DET
ajis02-287	170	35	identifier	identifier	NOUN
ajis02-287	170	36	of	of	ADP
ajis02-287	170	37	f	f	PROPN
ajis02-287	170	38	is	be	AUX
ajis02-287	170	39	given	give	VERB
ajis02-287	170	40	by	by	ADP
ajis02-287	170	41	the	the	DET
ajis02-287	170	42	foreign	foreign	ADJ
ajis02-287	170	43	keys	key	NOUN
ajis02-287	170	44	db	db	VERB
ajis02-287	170	45	...	...	PUNCT
ajis02-287	170	46	,	,	PUNCT
ajis02-287	170	47	dm	dm	PROPN
ajis02-287	170	48	of	of	ADP
ajis02-287	170	49	all	all	DET
ajis02-287	170	50	the	the	DET
ajis02-287	170	51	dimension	dimension	NOUN
ajis02-287	170	52	tables	table	NOUN
ajis02-287	170	53	it	it	PRON
ajis02-287	170	54	connects	connect	VERB
ajis02-287	170	55	;	;	PUNCT
ajis02-287	170	56	the	the	DET
ajis02-287	170	57	schema	schema	NOUN
ajis02-287	170	58	of	of	ADP
ajis02-287	170	59	f	f	PROPN
ajis02-287	170	60	contains	contain	VERB
ajis02-287	170	61	a	a	DET
ajis02-287	170	62	set	set	NOUN
ajis02-287	170	63	of	of	ADP
ajis02-287	170	64	additional	additional	ADJ
ajis02-287	170	65	attributes	attribute	NOUN
ajis02-287	170	66	m	m	AUX
ajis02-287	170	67	called	call	VERB
ajis02-287	170	68	measure	measure	NOUN
ajis02-287	170	69	attributes	attribute	VERB
ajis02-287	170	70	on	on	ADP
ajis02-287	170	71	which	which	PRON
ajis02-287	170	72	the	the	DET
ajis02-287	170	73	aggregate	aggregate	ADJ
ajis02-287	170	74	functions	function	NOUN
ajis02-287	170	75	are	be	AUX
ajis02-287	170	76	computed	compute	VERB
ajis02-287	170	77	;	;	PUNCT
ajis02-287	170	78	the	the	DET
ajis02-287	170	79	aggregate	aggregate	ADJ
ajis02-287	170	80	functions	function	NOUN
ajis02-287	170	81	on	on	ADP
ajis02-287	170	82	m	m	NOUN
ajis02-287	170	83	form	form	VERB
ajis02-287	170	84	the	the	DET
ajis02-287	170	85	solution	solution	NOUN
ajis02-287	170	86	space	space	NOUN
ajis02-287	170	87	of	of	ADP
ajis02-287	170	88	the	the	DET
ajis02-287	170	89	hypercube	hypercube	NOUN
ajis02-287	170	90	.	.	PUNCT
ajis02-287	171	1	each	each	DET
ajis02-287	171	2	dimension	dimension	NOUN
ajis02-287	171	3	table	table	NOUN
ajis02-287	171	4	may	may	AUX
ajis02-287	171	5	contain	contain	VERB
ajis02-287	171	6	either	either	CCONJ
ajis02-287	171	7	a	a	DET
ajis02-287	171	8	simple	simple	ADJ
ajis02-287	171	9	dimension	dimension	NOUN
ajis02-287	171	10	or	or	CCONJ
ajis02-287	171	11	a	a	DET
ajis02-287	171	12	composite	composite	ADJ
ajis02-287	171	13	dimension	dimension	NOUN
ajis02-287	171	14	..	..	PUNCT
ajis02-287	172	1	a	a	DET
ajis02-287	172	2	composite	composite	ADJ
ajis02-287	172	3	dimension	dimension	NOUN
ajis02-287	172	4	is	be	AUX
ajis02-287	172	5	a	a	DET
ajis02-287	172	6	collection	collection	NOUN
ajis02-287	172	7	of	of	ADP
ajis02-287	172	8	attributes	attribute	NOUN
ajis02-287	172	9	that	that	PRON
ajis02-287	172	10	exhibit	exhibit	VERB
ajis02-287	172	11	certain	certain	ADJ
ajis02-287	172	12	functional	functional	ADJ
ajis02-287	172	13	dependencies	dependency	NOUN
ajis02-287	172	14	that	that	PRON
ajis02-287	172	15	gives	give	VERB
ajis02-287	172	16	rise	rise	NOUN
ajis02-287	172	17	to	to	ADP
ajis02-287	172	18	dimension	dimension	NOUN
ajis02-287	172	19	attribute	attribute	NOUN
ajis02-287	172	20	hierarchies	hierarchy	NOUN
ajis02-287	172	21	.	.	PUNCT
ajis02-287	173	1	let	let	VERB
ajis02-287	173	2	d	d	PRON
ajis02-287	173	3	be	be	AUX
ajis02-287	173	4	a	a	DET
ajis02-287	173	5	composite	composite	ADJ
ajis02-287	173	6	dimension	dimension	NOUN
ajis02-287	173	7	in	in	ADP
ajis02-287	173	8	dimension	dimension	NOUN
ajis02-287	173	9	table	table	NOUN
ajis02-287	173	10	d	d	ADP
ajis02-287	173	11	such	such	ADJ
ajis02-287	173	12	that	that	DET
ajis02-287	173	13	schema(d	schema(d	NOUN
ajis02-287	173	14	)	)	PUNCT
ajis02-287	173	15	=	=	PUNCT
ajis02-287	174	1	(	(	PUNCT
ajis02-287	174	2	a	a	PRON
ajis02-287	174	3	,	,	PUNCT
ajis02-287	174	4	,	,	PUNCT
ajis02-287	174	5	...	...	PUNCT
ajis02-287	174	6	,	,	PUNCT
ajis02-287	174	7	a0	a0	PROPN
ajis02-287	174	8	}	}	PUNCT
ajis02-287	174	9	.	.	PUNCT
ajis02-287	175	1	the	the	DET
ajis02-287	175	2	attribute	attribute	NOUN
ajis02-287	175	3	hierarchy	hierarchy	NOUN
ajis02-287	175	4	on	on	ADP
ajis02-287	175	5	d	d	PROPN
ajis02-287	175	6	is	be	AUX
ajis02-287	175	7	defined	define	VERB
ajis02-287	175	8	as	as	ADP
ajis02-287	175	9	set	set	NOUN
ajis02-287	175	10	of	of	ADP
ajis02-287	175	11	functional	functional	ADJ
ajis02-287	175	12	dependencies	dependency	NOUN
ajis02-287	175	13	fdd	fdd	NOUN
ajis02-287	175	14	=	=	PRON
ajis02-287	175	15	(	(	PUNCT
ajis02-287	175	16	fdi	fdi	PROPN
ajis02-287	175	17	,	,	PUNCT
ajis02-287	175	18	fd2	fd2	PROPN
ajis02-287	175	19	,	,	PUNCT
ajis02-287	175	20	...	...	PUNCT
ajis02-287	175	21	,	,	PUNCT
ajis02-287	175	22	fdn	fdn	PROPN
ajis02-287	175	23	)	)	PUNCT
ajis02-287	175	24	where	where	SCONJ
ajis02-287	175	25	each	each	DET
ajis02-287	175	26	fdj	fdj	NOUN
ajis02-287	175	27	represents	represent	VERB
ajis02-287	175	28	a	a	DET
ajis02-287	175	29	functional	functional	ADJ
ajis02-287	175	30	dependency	dependency	NOUN
ajis02-287	175	31	from	from	ADP
ajis02-287	175	32	a	a	PRON
ajis02-287	175	33	;	;	PUNCT
ajis02-287	175	34	to	to	PART
ajis02-287	175	35	aj	aj	PROPN
ajis02-287	175	36	;	;	PUNCT
ajis02-287	175	37	the	the	DET
ajis02-287	175	38	dependency	dependency	NOUN
ajis02-287	175	39	is	be	AUX
ajis02-287	175	40	represented	represent	VERB
ajis02-287	175	41	by	by	ADP
ajis02-287	175	42	fdj	fdj	NOUN
ajis02-287	175	43	:	:	PUNCT
ajis02-287	175	44	a	a	DET
ajis02-287	175	45	,	,	PUNCT
ajis02-287	175	46	—	—	PUNCT
ajis02-287	175	47	»	»	PUNCT
ajis02-287	175	48	aj	aj	PROPN
ajis02-287	175	49	.	.	PUNCT
ajis02-287	176	1	the	the	DET
ajis02-287	176	2	hypercubes	hypercube	NOUN
ajis02-287	176	3	are	be	AUX
ajis02-287	176	4	materialized	materialize	VERB
ajis02-287	176	5	as	as	ADP
ajis02-287	176	6	views	view	NOUN
ajis02-287	176	7	at	at	ADP
ajis02-287	176	8	the	the	DET
ajis02-287	176	9	data	data	NOUN
ajis02-287	176	10	warehouse	warehouse	NOUN
ajis02-287	176	11	.	.	PUNCT
ajis02-287	177	1	the	the	DET
ajis02-287	177	2	materialized	materialize	VERB
ajis02-287	177	3	views	view	NOUN
ajis02-287	177	4	that	that	PRON
ajis02-287	177	5	store	store	VERB
ajis02-287	177	6	the	the	DET
ajis02-287	177	7	preprocessed	preprocesse	VERB
ajis02-287	177	8	queries	query	NOUN
ajis02-287	177	9	at	at	ADP
ajis02-287	177	10	the	the	DET
ajis02-287	177	11	data	data	NOUN
ajis02-287	177	12	warehouse	warehouse	NOUN
ajis02-287	177	13	along	along	ADP
ajis02-287	177	14	different	different	ADJ
ajis02-287	177	15	dimensions	dimension	NOUN
ajis02-287	177	16	are	be	AUX
ajis02-287	177	17	selected	select	VERB
ajis02-287	177	18	to	to	PART
ajis02-287	177	19	minimize	minimize	VERB
ajis02-287	177	20	the	the	DET
ajis02-287	177	21	query	query	NOUN
ajis02-287	177	22	response	response	NOUN
ajis02-287	177	23	time	time	NOUN
ajis02-287	177	24	and	and	CCONJ
ajis02-287	177	25	the	the	DET
ajis02-287	177	26	view	view	NOUN
ajis02-287	177	27	update	update	NOUN
ajis02-287	177	28	costs	cost	NOUN
ajis02-287	177	29	.	.	PUNCT
ajis02-287	178	1	another	another	DET
ajis02-287	178	2	criterion	criterion	NOUN
ajis02-287	178	3	for	for	ADP
ajis02-287	178	4	selecting	select	VERB
ajis02-287	178	5	a	a	DET
ajis02-287	178	6	view	view	NOUN
ajis02-287	178	7	in	in	ADP
ajis02-287	178	8	a	a	DET
ajis02-287	178	9	data	data	NOUN
ajis02-287	178	10	warehouse	warehouse	NOUN
ajis02-287	178	11	is	be	AUX
ajis02-287	178	12	its	its	PRON
ajis02-287	178	13	frequency	frequency	NOUN
ajis02-287	178	14	of	of	ADP
ajis02-287	178	15	access	access	NOUN
ajis02-287	178	16	.	.	PUNCT
ajis02-287	179	1	a	a	DET
ajis02-287	179	2	query	query	NOUN
ajis02-287	179	3	might	might	AUX
ajis02-287	179	4	not	not	PART
ajis02-287	179	5	be	be	AUX
ajis02-287	179	6	accessed	access	VERB
ajis02-287	179	7	frequently	frequently	ADV
ajis02-287	179	8	but	but	CCONJ
ajis02-287	179	9	it	it	PRON
ajis02-287	179	10	should	should	AUX
ajis02-287	179	11	be	be	AUX
ajis02-287	179	12	materialized	materialize	VERB
ajis02-287	179	13	in	in	ADP
ajis02-287	179	14	a	a	DET
ajis02-287	179	15	view	view	NOUN
ajis02-287	179	16	at	at	ADP
ajis02-287	179	17	the	the	DET
ajis02-287	179	18	data	data	NOUN
ajis02-287	179	19	warehouse	warehouse	NOUN
ajis02-287	179	20	(	(	PUNCT
ajis02-287	179	21	dw	dw	NOUN
ajis02-287	179	22	)	)	PUNCT
ajis02-287	179	23	if	if	SCONJ
ajis02-287	179	24	other	other	ADJ
ajis02-287	179	25	queries	query	NOUN
ajis02-287	179	26	that	that	PRON
ajis02-287	179	27	are	be	AUX
ajis02-287	179	28	accessed	access	VERB
ajis02-287	179	29	frequently	frequently	ADV
ajis02-287	179	30	can	can	AUX
ajis02-287	179	31	be	be	AUX
ajis02-287	179	32	answered	answer	VERB
ajis02-287	179	33	quickly	quickly	ADV
ajis02-287	179	34	using	use	VERB
ajis02-287	179	35	this	this	DET
ajis02-287	179	36	view	view	NOUN
ajis02-287	179	37	.	.	PUNCT
ajis02-287	180	1	this	this	PRON
ajis02-287	180	2	is	be	AUX
ajis02-287	180	3	an	an	DET
ajis02-287	180	4	area	area	NOUN
ajis02-287	180	5	of	of	ADP
ajis02-287	180	6	active	active	ADJ
ajis02-287	180	7	research	research	NOUN
ajis02-287	180	8	and	and	CCONJ
ajis02-287	180	9	several	several	ADJ
ajis02-287	180	10	heuristics	heuristic	NOUN
ajis02-287	180	11	are	be	AUX
ajis02-287	180	12	proposed	propose	VERB
ajis02-287	180	13	(	(	PUNCT
ajis02-287	180	14	baralis	baralis	PROPN
ajis02-287	180	15	,	,	PUNCT
ajis02-287	180	16	ceri	ceri	PROPN
ajis02-287	180	17	and	and	CCONJ
ajis02-287	180	18	paraboschi	paraboschi	NOUN
ajis02-287	180	19	1996	1996	NUM
ajis02-287	180	20	;	;	PUNCT
ajis02-287	180	21	baralis	barali	NOUN
ajis02-287	180	22	,	,	PUNCT
ajis02-287	180	23	paraboschi	paraboschi	NOUN
ajis02-287	180	24	and	and	CCONJ
ajis02-287	180	25	teniente	teniente	NOUN
ajis02-287	180	26	1997	1997	NUM
ajis02-287	180	27	;	;	PUNCT
ajis02-287	180	28	labio	labio	PROPN
ajis02-287	180	29	,	,	PUNCT
ajis02-287	180	30	quass	quass	NOUN
ajis02-287	180	31	and	and	CCONJ
ajis02-287	180	32	adelberg	adelberg	NOUN
ajis02-287	180	33	1997	1997	NUM
ajis02-287	180	34	;	;	PUNCT
ajis02-287	180	35	ross	ross	PROPN
ajis02-287	180	36	,	,	PUNCT
ajis02-287	180	37	srivastava	srivastava	PROPN
ajis02-287	180	38	and	and	CCONJ
ajis02-287	180	39	sudarshan	sudarshan	PROPN
ajis02-287	180	40	1996	1996	NUM
ajis02-287	180	41	)	)	PUNCT
ajis02-287	180	42	.	.	PUNCT
ajis02-287	181	1	the	the	DET
ajis02-287	181	2	problem	problem	NOUN
ajis02-287	181	3	of	of	ADP
ajis02-287	181	4	view	view	NOUN
ajis02-287	181	5	maintenance	maintenance	NOUN
ajis02-287	181	6	and	and	CCONJ
ajis02-287	181	7	the	the	DET
ajis02-287	181	8	problem	problem	NOUN
ajis02-287	181	9	of	of	ADP
ajis02-287	181	10	view	view	NOUN
ajis02-287	181	11	selection	selection	NOUN
ajis02-287	181	12	is	be	AUX
ajis02-287	181	13	discussed	discuss	VERB
ajis02-287	181	14	further	far	ADV
ajis02-287	181	15	later	later	ADV
ajis02-287	181	16	.	.	PUNCT
ajis02-287	182	1	47	47	NUM
ajis02-287	182	2	ajis	ajis	NOUN
ajis02-287	182	3	vol	vol	NOUN
ajis02-287	182	4	.	.	PROPN
ajis02-287	182	5	7	7	NUM
ajis02-287	182	6	no	no	NOUN
ajis02-287	182	7	.	.	NOUN
ajis02-287	182	8	1	1	NUM
ajis02-287	182	9	sept	sept	PROPN
ajis02-287	182	10	1999	1999	NUM
ajis02-287	182	11	multi	multi	ADJ
ajis02-287	182	12	-	-	ADJ
ajis02-287	182	13	dimensional	dimensional	ADJ
ajis02-287	182	14	scheme	scheme	NOUN
ajis02-287	182	15	this	this	DET
ajis02-287	182	16	scheme	scheme	NOUN
ajis02-287	182	17	stores	store	NOUN
ajis02-287	182	18	data	datum	NOUN
ajis02-287	182	19	in	in	ADP
ajis02-287	182	20	a	a	DET
ajis02-287	182	21	matrix	matrix	NOUN
ajis02-287	182	22	using	use	VERB
ajis02-287	182	23	array	array	NOUN
ajis02-287	182	24	-	-	PUNCT
ajis02-287	182	25	based	base	VERB
ajis02-287	182	26	storage	storage	NOUN
ajis02-287	182	27	structure	structure	NOUN
ajis02-287	182	28	.	.	PUNCT
ajis02-287	183	1	each	each	DET
ajis02-287	183	2	cell	cell	NOUN
ajis02-287	183	3	in	in	ADP
ajis02-287	183	4	the	the	DET
ajis02-287	183	5	array	array	NOUN
ajis02-287	183	6	is	be	AUX
ajis02-287	183	7	formed	form	VERB
ajis02-287	183	8	by	by	ADP
ajis02-287	183	9	the	the	DET
ajis02-287	183	10	intersection	intersection	NOUN
ajis02-287	183	11	of	of	ADP
ajis02-287	183	12	all	all	DET
ajis02-287	183	13	the	the	DET
ajis02-287	183	14	dimensions	dimension	NOUN
ajis02-287	183	15	;	;	PUNCT
ajis02-287	183	16	therefore	therefore	ADV
ajis02-287	183	17	,	,	PUNCT
ajis02-287	183	18	not	not	PART
ajis02-287	183	19	all	all	DET
ajis02-287	183	20	cells	cell	NOUN
ajis02-287	183	21	have	have	VERB
ajis02-287	183	22	a	a	DET
ajis02-287	183	23	value	value	NOUN
ajis02-287	183	24	.	.	PUNCT
ajis02-287	184	1	for	for	ADP
ajis02-287	184	2	example	example	NOUN
ajis02-287	184	3	,	,	PUNCT
ajis02-287	184	4	not	not	PART
ajis02-287	184	5	all	all	DET
ajis02-287	184	6	authors	author	NOUN
ajis02-287	184	7	publish	publish	VERB
ajis02-287	184	8	in	in	ADP
ajis02-287	184	9	all	all	DET
ajis02-287	184	10	journals	journal	NOUN
ajis02-287	184	11	.	.	PUNCT
ajis02-287	185	1	the	the	DET
ajis02-287	185	2	multi	multi	ADJ
ajis02-287	185	3	-	-	ADJ
ajis02-287	185	4	dimensional	dimensional	ADJ
ajis02-287	185	5	data	datum	NOUN
ajis02-287	185	6	set	set	NOUN
ajis02-287	185	7	requires	require	VERB
ajis02-287	185	8	smaller	small	ADJ
ajis02-287	185	9	data	datum	NOUN
ajis02-287	185	10	storage	storage	NOUN
ajis02-287	185	11	since	since	SCONJ
ajis02-287	185	12	the	the	DET
ajis02-287	185	13	data	data	NOUN
ajis02-287	185	14	is	be	AUX
ajis02-287	185	15	clustered	cluster	VERB
ajis02-287	185	16	compactly	compactly	ADV
ajis02-287	185	17	in	in	ADP
ajis02-287	185	18	the	the	DET
ajis02-287	185	19	multi	multi	ADJ
ajis02-287	185	20	-	-	ADJ
ajis02-287	185	21	dimensional	dimensional	ADJ
ajis02-287	185	22	array	array	NOUN
ajis02-287	185	23	.	.	PUNCT
ajis02-287	186	1	the	the	DET
ajis02-287	186	2	values	value	NOUN
ajis02-287	186	3	of	of	ADP
ajis02-287	186	4	the	the	DET
ajis02-287	186	5	dimensions	dimension	NOUN
ajis02-287	186	6	need	need	AUX
ajis02-287	186	7	not	not	PART
ajis02-287	186	8	be	be	AUX
ajis02-287	186	9	explicitly	explicitly	ADV
ajis02-287	186	10	stored	store	VERB
ajis02-287	186	11	.	.	PUNCT
ajis02-287	187	1	the	the	DET
ajis02-287	187	2	n	n	CCONJ
ajis02-287	187	3	-	-	PUNCT
ajis02-287	187	4	dimensional	dimensional	ADJ
ajis02-287	187	5	table	table	NOUN
ajis02-287	187	6	schema	schema	NOUN
ajis02-287	187	7	is	be	AUX
ajis02-287	187	8	used	use	VERB
ajis02-287	187	9	to	to	PART
ajis02-287	187	10	support	support	VERB
ajis02-287	187	11	multi	multi	ADJ
ajis02-287	187	12	-	-	ADJ
ajis02-287	187	13	dimensional	dimensional	ADJ
ajis02-287	187	14	data	datum	NOUN
ajis02-287	187	15	representation	representation	NOUN
ajis02-287	187	16	,	,	PUNCT
ajis02-287	187	17	which	which	PRON
ajis02-287	187	18	is	be	AUX
ajis02-287	187	19	now	now	ADV
ajis02-287	187	20	described	describe	VERB
ajis02-287	187	21	.	.	PUNCT
ajis02-287	188	1	an	an	DET
ajis02-287	188	2	n	n	CCONJ
ajis02-287	188	3	-	-	PUNCT
ajis02-287	188	4	dimensional	dimensional	ADJ
ajis02-287	188	5	table	table	NOUN
ajis02-287	188	6	schema	schema	NOUN
ajis02-287	188	7	is	be	AUX
ajis02-287	188	8	the	the	DET
ajis02-287	188	9	fundamental	fundamental	ADJ
ajis02-287	188	10	structure	structure	NOUN
ajis02-287	188	11	of	of	ADP
ajis02-287	188	12	a	a	DET
ajis02-287	188	13	multi	multi	ADJ
ajis02-287	188	14	-	-	ADJ
ajis02-287	188	15	dimensional	dimensional	ADJ
ajis02-287	188	16	database	database	NOUN
ajis02-287	188	17	that	that	PRON
ajis02-287	188	18	draws	draw	VERB
ajis02-287	188	19	on	on	ADP
ajis02-287	188	20	terminology	terminology	NOUN
ajis02-287	188	21	of	of	ADP
ajis02-287	188	22	the	the	DET
ajis02-287	188	23	statistical	statistical	ADJ
ajis02-287	188	24	databases	database	NOUN
ajis02-287	188	25	.	.	PUNCT
ajis02-287	189	1	the	the	DET
ajis02-287	189	2	attribute	attribute	NOUN
ajis02-287	189	3	set	set	VERB
ajis02-287	189	4	associated	associate	VERB
ajis02-287	189	5	with	with	ADP
ajis02-287	189	6	this	this	DET
ajis02-287	189	7	schema	schema	NOUN
ajis02-287	189	8	is	be	AUX
ajis02-287	189	9	of	of	ADP
ajis02-287	189	10	two	two	NUM
ajis02-287	189	11	kinds	kind	NOUN
ajis02-287	189	12	:	:	PUNCT
ajis02-287	189	13	parameters	parameter	NOUN
ajis02-287	189	14	and	and	CCONJ
ajis02-287	189	15	measures	measure	NOUN
ajis02-287	189	16	.	.	PUNCT
ajis02-287	190	1	an	an	DET
ajis02-287	190	2	n	n	ADV
ajis02-287	190	3	-	-	PUNCT
ajis02-287	190	4	dimensional	dimensional	ADJ
ajis02-287	190	5	table	table	NOUN
ajis02-287	190	6	has	have	VERB
ajis02-287	190	7	a	a	DET
ajis02-287	190	8	set	set	NOUN
ajis02-287	190	9	of	of	ADP
ajis02-287	190	10	attributes	attribute	NOUN
ajis02-287	190	11	r	r	NOUN
ajis02-287	190	12	and	and	CCONJ
ajis02-287	190	13	a	a	DET
ajis02-287	190	14	set	set	NOUN
ajis02-287	190	15	of	of	ADP
ajis02-287	190	16	dimensions	dimension	NOUN
ajis02-287	190	17	d	d	NOUN
ajis02-287	190	18	associated	associate	VERB
ajis02-287	190	19	with	with	ADP
ajis02-287	190	20	it	it	PRON
ajis02-287	190	21	.	.	PUNCT
ajis02-287	191	1	each	each	DET
ajis02-287	191	2	dimension	dimension	NOUN
ajis02-287	191	3	is	be	AUX
ajis02-287	191	4	characterised	characterise	VERB
ajis02-287	191	5	by	by	ADP
ajis02-287	191	6	a	a	DET
ajis02-287	191	7	distinct	distinct	ADJ
ajis02-287	191	8	subset	subset	NOUN
ajis02-287	191	9	of	of	ADP
ajis02-287	191	10	attributes	attribute	NOUN
ajis02-287	191	11	from	from	ADP
ajis02-287	191	12	r	r	NOUN
ajis02-287	191	13	,	,	PUNCT
ajis02-287	191	14	called	call	VERB
ajis02-287	191	15	the	the	DET
ajis02-287	191	16	parameters	parameter	NOUN
ajis02-287	191	17	of	of	ADP
ajis02-287	191	18	that	that	DET
ajis02-287	191	19	dimension	dimension	NOUN
ajis02-287	191	20	.	.	PUNCT
ajis02-287	192	1	the	the	DET
ajis02-287	192	2	attributes	attribute	NOUN
ajis02-287	192	3	in	in	ADP
ajis02-287	192	4	r	r	NOUN
ajis02-287	192	5	,	,	PUNCT
ajis02-287	192	6	which	which	PRON
ajis02-287	192	7	are	be	AUX
ajis02-287	192	8	not	not	PART
ajis02-287	192	9	parameters	parameter	NOUN
ajis02-287	192	10	of	of	ADP
ajis02-287	192	11	any	any	DET
ajis02-287	192	12	dimension	dimension	NOUN
ajis02-287	192	13	,	,	PUNCT
ajis02-287	192	14	are	be	AUX
ajis02-287	192	15	called	call	VERB
ajis02-287	192	16	the	the	DET
ajis02-287	192	17	measure	measure	NOUN
ajis02-287	192	18	attributes	attribute	VERB
ajis02-287	192	19	.	.	PUNCT
ajis02-287	193	1	this	this	DET
ajis02-287	193	2	approach	approach	NOUN
ajis02-287	193	3	is	be	AUX
ajis02-287	193	4	a	a	DET
ajis02-287	193	5	unique	unique	ADJ
ajis02-287	193	6	way	way	NOUN
ajis02-287	193	7	of	of	ADP
ajis02-287	193	8	flattening	flatten	VERB
ajis02-287	193	9	the	the	DET
ajis02-287	193	10	data	data	NOUN
ajis02-287	193	11	cube	cube	NOUN
ajis02-287	193	12	since	since	SCONJ
ajis02-287	193	13	the	the	DET
ajis02-287	193	14	table	table	NOUN
ajis02-287	193	15	structure	structure	NOUN
ajis02-287	193	16	is	be	AUX
ajis02-287	193	17	inherently	inherently	ADV
ajis02-287	193	18	multidimensional	multidimensional	ADJ
ajis02-287	193	19	.	.	PUNCT
ajis02-287	194	1	the	the	DET
ajis02-287	194	2	actual	actual	ADJ
ajis02-287	194	3	contents	content	NOUN
ajis02-287	194	4	of	of	ADP
ajis02-287	194	5	the	the	DET
ajis02-287	194	6	table	table	NOUN
ajis02-287	194	7	are	be	AUX
ajis02-287	194	8	essentially	essentially	ADV
ajis02-287	194	9	orthogonal	orthogonal	ADJ
ajis02-287	194	10	to	to	ADP
ajis02-287	194	11	the	the	DET
ajis02-287	194	12	associated	associated	ADJ
ajis02-287	194	13	structure	structure	NOUN
ajis02-287	194	14	.	.	PUNCT
ajis02-287	195	1	each	each	DET
ajis02-287	195	2	cell	cell	NOUN
ajis02-287	195	3	of	of	ADP
ajis02-287	195	4	the	the	DET
ajis02-287	195	5	data	data	NOUN
ajis02-287	195	6	cube	cube	NOUN
ajis02-287	195	7	can	can	AUX
ajis02-287	195	8	be	be	AUX
ajis02-287	195	9	represented	represent	VERB
ajis02-287	195	10	in	in	ADP
ajis02-287	195	11	an	an	DET
ajis02-287	195	12	n	n	ADV
ajis02-287	195	13	-	-	PUNCT
ajis02-287	195	14	dimensional	dimensional	ADJ
ajis02-287	195	15	table	table	NOUN
ajis02-287	195	16	as	as	ADP
ajis02-287	195	17	table	table	NOUN
ajis02-287	195	18	entries	entry	NOUN
ajis02-287	195	19	.	.	PUNCT
ajis02-287	196	1	these	these	DET
ajis02-287	196	2	table	table	NOUN
ajis02-287	196	3	entries	entry	NOUN
ajis02-287	196	4	have	have	VERB
ajis02-287	196	5	to	to	PART
ajis02-287	196	6	be	be	AUX
ajis02-287	196	7	extended	extend	VERB
ajis02-287	196	8	by	by	ADP
ajis02-287	196	9	dimensions	dimension	NOUN
ajis02-287	196	10	to	to	PART
ajis02-287	196	11	interpret	interpret	VERB
ajis02-287	196	12	their	their	PRON
ajis02-287	196	13	meaning	meaning	NOUN
ajis02-287	196	14	.	.	PUNCT
ajis02-287	197	1	the	the	DET
ajis02-287	197	2	current	current	ADJ
ajis02-287	197	3	literature	literature	NOUN
ajis02-287	197	4	on	on	ADP
ajis02-287	197	5	n	n	CCONJ
ajis02-287	197	6	-	-	PUNCT
ajis02-287	197	7	dimensional	dimensional	ADJ
ajis02-287	197	8	table	table	NOUN
ajis02-287	197	9	however	however	ADV
ajis02-287	197	10	does	do	AUX
ajis02-287	197	11	not	not	PART
ajis02-287	197	12	give	give	VERB
ajis02-287	197	13	an	an	DET
ajis02-287	197	14	implementation	implementation	NOUN
ajis02-287	197	15	of	of	ADP
ajis02-287	197	16	the	the	DET
ajis02-287	197	17	mddb	mddb	NOUN
ajis02-287	197	18	that	that	PRON
ajis02-287	197	19	is	be	AUX
ajis02-287	197	20	different	different	ADJ
ajis02-287	197	21	from	from	ADP
ajis02-287	197	22	the	the	DET
ajis02-287	197	23	implementation	implementation	NOUN
ajis02-287	197	24	suggested	suggest	VERB
ajis02-287	197	25	by	by	ADP
ajis02-287	197	26	the	the	DET
ajis02-287	197	27	already	already	ADV
ajis02-287	197	28	existing	exist	VERB
ajis02-287	197	29	schemas	schema	NOUN
ajis02-287	197	30	.	.	PUNCT
ajis02-287	198	1	this	this	DET
ajis02-287	198	2	implementation	implementation	NOUN
ajis02-287	198	3	breaks	break	VERB
ajis02-287	198	4	up	up	ADP
ajis02-287	198	5	the	the	DET
ajis02-287	198	6	n	n	ADV
ajis02-287	198	7	-	-	PUNCT
ajis02-287	198	8	dimensional	dimensional	ADJ
ajis02-287	198	9	table	table	NOUN
ajis02-287	198	10	into	into	ADP
ajis02-287	198	11	dimension	dimension	NOUN
ajis02-287	198	12	tables	table	NOUN
ajis02-287	198	13	and	and	CCONJ
ajis02-287	198	14	fact	fact	NOUN
ajis02-287	198	15	tables	table	NOUN
ajis02-287	198	16	,	,	PUNCT
ajis02-287	198	17	which	which	PRON
ajis02-287	198	18	snowballs	snowball	VERB
ajis02-287	198	19	into	into	ADP
ajis02-287	198	20	snowflake	snowflake	NOUN
ajis02-287	198	21	schema	schema	NOUN
ajis02-287	198	22	and	and	CCONJ
ajis02-287	198	23	traditional	traditional	ADJ
ajis02-287	198	24	rolap	rolap	NOUN
ajis02-287	198	25	.	.	PUNCT
ajis02-287	199	1	the	the	DET
ajis02-287	199	2	challenge	challenge	NOUN
ajis02-287	199	3	with	with	ADP
ajis02-287	199	4	the	the	DET
ajis02-287	199	5	research	research	NOUN
ajis02-287	199	6	community	community	NOUN
ajis02-287	199	7	is	be	AUX
ajis02-287	199	8	to	to	PART
ajis02-287	199	9	find	find	VERB
ajis02-287	199	10	mechanisms	mechanism	NOUN
ajis02-287	199	11	that	that	PRON
ajis02-287	199	12	translate	translate	VERB
ajis02-287	199	13	this	this	DET
ajis02-287	199	14	multi	multi	ADJ
ajis02-287	199	15	-	-	ADJ
ajis02-287	199	16	dimensional	dimensional	ADJ
ajis02-287	199	17	table	table	NOUN
ajis02-287	199	18	into	into	ADP
ajis02-287	199	19	a	a	DET
ajis02-287	199	20	true	true	ADJ
ajis02-287	199	21	multi	multi	ADJ
ajis02-287	199	22	-	-	ADJ
ajis02-287	199	23	dimensional	dimensional	ADJ
ajis02-287	199	24	implementation	implementation	NOUN
ajis02-287	199	25	.	.	PUNCT
ajis02-287	200	1	this	this	PRON
ajis02-287	200	2	would	would	AUX
ajis02-287	200	3	require	require	VERB
ajis02-287	200	4	new	new	ADJ
ajis02-287	200	5	data	datum	NOUN
ajis02-287	200	6	structures	structure	NOUN
ajis02-287	200	7	for	for	ADP
ajis02-287	200	8	the	the	DET
ajis02-287	200	9	implementation	implementation	NOUN
ajis02-287	200	10	of	of	ADP
ajis02-287	200	11	multiple	multiple	ADJ
ajis02-287	200	12	dimensions	dimension	NOUN
ajis02-287	200	13	in	in	ADP
ajis02-287	200	14	one	one	NUM
ajis02-287	200	15	table	table	NOUN
ajis02-287	200	16	.	.	PUNCT
ajis02-287	201	1	the	the	DET
ajis02-287	201	2	relation	relation	NOUN
ajis02-287	201	3	in	in	ADP
ajis02-287	201	4	the	the	DET
ajis02-287	201	5	relational	relational	ADJ
ajis02-287	201	6	data	data	NOUN
ajis02-287	201	7	model	model	NOUN
ajis02-287	201	8	is	be	AUX
ajis02-287	201	9	an	an	DET
ajis02-287	201	10	example	example	NOUN
ajis02-287	201	11	of	of	ADP
ajis02-287	201	12	0	0	NUM
ajis02-287	201	13	-	-	PUNCT
ajis02-287	201	14	dimensional	dimensional	ADJ
ajis02-287	201	15	table	table	NOUN
ajis02-287	201	16	.	.	PUNCT
ajis02-287	202	1	constraints	constraint	NOUN
ajis02-287	202	2	on	on	ADP
ajis02-287	202	3	the	the	DET
ajis02-287	202	4	cube	cube	NOUN
ajis02-287	202	5	model	model	NOUN
ajis02-287	202	6	in	in	ADP
ajis02-287	202	7	a	a	DET
ajis02-287	202	8	relational	relational	ADJ
ajis02-287	202	9	schema	schema	NOUN
ajis02-287	202	10	,	,	PUNCT
ajis02-287	202	11	it	it	PRON
ajis02-287	202	12	is	be	AUX
ajis02-287	202	13	possible	possible	ADJ
ajis02-287	202	14	to	to	PART
ajis02-287	202	15	define	define	VERB
ajis02-287	202	16	a	a	DET
ajis02-287	202	17	number	number	NOUN
ajis02-287	202	18	of	of	ADP
ajis02-287	202	19	integrity	integrity	NOUN
ajis02-287	202	20	constraints	constraint	NOUN
ajis02-287	202	21	in	in	ADP
ajis02-287	202	22	the	the	DET
ajis02-287	202	23	conceptual	conceptual	ADJ
ajis02-287	202	24	design	design	NOUN
ajis02-287	202	25	.	.	PUNCT
ajis02-287	203	1	these	these	DET
ajis02-287	203	2	constraints	constraint	NOUN
ajis02-287	203	3	can	can	AUX
ajis02-287	203	4	be	be	AUX
ajis02-287	203	5	broadly	broadly	ADV
ajis02-287	203	6	classified	classify	VERB
ajis02-287	203	7	as	as	ADP
ajis02-287	203	8	key	key	ADJ
ajis02-287	203	9	constraints	constraint	NOUN
ajis02-287	203	10	,	,	PUNCT
ajis02-287	203	11	referential	referential	ADJ
ajis02-287	203	12	integrity	integrity	NOUN
ajis02-287	203	13	constraints	constraint	NOUN
ajis02-287	203	14	,	,	PUNCT
ajis02-287	203	15	not	not	PART
ajis02-287	203	16	null	null	ADJ
ajis02-287	203	17	constraint	constraint	NOUN
ajis02-287	203	18	,	,	PUNCT
ajis02-287	203	19	relation	relation	NOUN
ajis02-287	203	20	-	-	PUNCT
ajis02-287	203	21	based	base	VERB
ajis02-287	203	22	check	check	NOUN
ajis02-287	203	23	constraints	constraint	NOUN
ajis02-287	203	24	,	,	PUNCT
ajis02-287	203	25	attribute	attribute	NOUN
ajis02-287	203	26	-	-	PUNCT
ajis02-287	203	27	based	base	VERB
ajis02-287	203	28	check	check	NOUN
ajis02-287	203	29	constraints	constraint	NOUN
ajis02-287	203	30	and	and	CCONJ
ajis02-287	203	31	general	general	ADJ
ajis02-287	203	32	assertions	assertion	NOUN
ajis02-287	203	33	(	(	PUNCT
ajis02-287	203	34	business	business	NOUN
ajis02-287	203	35	rules	rule	NOUN
ajis02-287	203	36	)	)	PUNCT
ajis02-287	203	37	.	.	PUNCT
ajis02-287	204	1	these	these	DET
ajis02-287	204	2	constraints	constraint	NOUN
ajis02-287	204	3	can	can	AUX
ajis02-287	204	4	be	be	AUX
ajis02-287	204	5	easily	easily	ADV
ajis02-287	204	6	translated	translate	VERB
ajis02-287	204	7	into	into	ADP
ajis02-287	204	8	triggers	trigger	NOUN
ajis02-287	204	9	that	that	PRON
ajis02-287	204	10	keep	keep	VERB
ajis02-287	204	11	the	the	DET
ajis02-287	204	12	relational	relational	ADJ
ajis02-287	204	13	database	database	NOUN
ajis02-287	204	14	consistent	consistent	ADJ
ajis02-287	204	15	at	at	ADP
ajis02-287	204	16	all	all	DET
ajis02-287	204	17	times	time	NOUN
ajis02-287	204	18	.	.	PUNCT
ajis02-287	205	1	this	this	DET
ajis02-287	205	2	concept	concept	NOUN
ajis02-287	205	3	of	of	ADP
ajis02-287	205	4	defining	define	VERB
ajis02-287	205	5	constraints	constraint	NOUN
ajis02-287	205	6	based	base	VERB
ajis02-287	205	7	on	on	ADP
ajis02-287	205	8	dependencies	dependency	NOUN
ajis02-287	205	9	can	can	AUX
ajis02-287	205	10	be	be	AUX
ajis02-287	205	11	mapped	map	VERB
ajis02-287	205	12	to	to	ADP
ajis02-287	205	13	a	a	DET
ajis02-287	205	14	multi	multi	ADJ
ajis02-287	205	15	-	-	ADJ
ajis02-287	205	16	dimensional	dimensional	ADJ
ajis02-287	205	17	scenario	scenario	NOUN
ajis02-287	205	18	.	.	PUNCT
ajis02-287	206	1	the	the	DET
ajis02-287	206	2	current	current	ADJ
ajis02-287	206	3	literature	literature	NOUN
ajis02-287	206	4	on	on	ADP
ajis02-287	206	5	modelling	model	VERB
ajis02-287	206	6	multi	multi	ADJ
ajis02-287	206	7	-	-	ADJ
ajis02-287	206	8	dimensional	dimensional	ADJ
ajis02-287	206	9	databases	database	NOUN
ajis02-287	206	10	has	have	AUX
ajis02-287	206	11	not	not	PART
ajis02-287	206	12	discussed	discuss	VERB
ajis02-287	206	13	the	the	DET
ajis02-287	206	14	constraints	constraint	NOUN
ajis02-287	206	15	on	on	ADP
ajis02-287	206	16	the	the	DET
ajis02-287	206	17	data	data	NOUN
ajis02-287	206	18	cube	cube	NOUN
ajis02-287	206	19	.	.	PUNCT
ajis02-287	207	1	in	in	ADP
ajis02-287	207	2	a	a	DET
ajis02-287	207	3	relational	relational	ADJ
ajis02-287	207	4	model	model	NOUN
ajis02-287	207	5	,	,	PUNCT
ajis02-287	207	6	the	the	DET
ajis02-287	207	7	integrity	integrity	NOUN
ajis02-287	207	8	and	and	CCONJ
ajis02-287	207	9	business	business	NOUN
ajis02-287	207	10	constraints	constraint	NOUN
ajis02-287	207	11	that	that	PRON
ajis02-287	207	12	are	be	AUX
ajis02-287	207	13	defined	define	VERB
ajis02-287	207	14	in	in	ADP
ajis02-287	207	15	the	the	DET
ajis02-287	207	16	conceptual	conceptual	ADJ
ajis02-287	207	17	schema	schema	NOUN
ajis02-287	207	18	provide	provide	VERB
ajis02-287	207	19	for	for	ADP
ajis02-287	207	20	efficient	efficient	ADJ
ajis02-287	207	21	design	design	NOUN
ajis02-287	207	22	,	,	PUNCT
ajis02-287	207	23	implementation	implementation	NOUN
ajis02-287	207	24	and	and	CCONJ
ajis02-287	207	25	maintenance	maintenance	NOUN
ajis02-287	207	26	of	of	ADP
ajis02-287	207	27	the	the	DET
ajis02-287	207	28	database	database	NOUN
ajis02-287	207	29	.	.	PUNCT
ajis02-287	208	1	taking	take	VERB
ajis02-287	208	2	a	a	DET
ajis02-287	208	3	cue	cue	NOUN
ajis02-287	208	4	from	from	ADP
ajis02-287	208	5	the	the	DET
ajis02-287	208	6	relational	relational	ADJ
ajis02-287	208	7	model	model	NOUN
ajis02-287	208	8	,	,	PUNCT
ajis02-287	208	9	it	it	PRON
ajis02-287	208	10	is	be	AUX
ajis02-287	208	11	necessary	necessary	ADJ
ajis02-287	208	12	to	to	PART
ajis02-287	208	13	identify	identify	VERB
ajis02-287	208	14	and	and	CCONJ
ajis02-287	208	15	enumerate	enumerate	VERB
ajis02-287	208	16	the	the	DET
ajis02-287	208	17	constraints	constraint	NOUN
ajis02-287	208	18	that	that	PRON
ajis02-287	208	19	exist	exist	VERB
ajis02-287	208	20	in	in	ADP
ajis02-287	208	21	the	the	DET
ajis02-287	208	22	multi	multi	ADJ
ajis02-287	208	23	-	-	ADJ
ajis02-287	208	24	dimensional	dimensional	ADJ
ajis02-287	208	25	model	model	NOUN
ajis02-287	208	26	.	.	PUNCT
ajis02-287	209	1	an	an	DET
ajis02-287	209	2	exploratory	exploratory	ADJ
ajis02-287	209	3	research	research	NOUN
ajis02-287	209	4	area	area	NOUN
ajis02-287	209	5	would	would	AUX
ajis02-287	209	6	be	be	AUX
ajis02-287	209	7	to	to	PART
ajis02-287	209	8	categorise	categorise	VERB
ajis02-287	209	9	the	the	DET
ajis02-287	209	10	cube	cube	NOUN
ajis02-287	209	11	constraints	constraint	NOUN
ajis02-287	209	12	into	into	ADP
ajis02-287	209	13	classes	class	NOUN
ajis02-287	209	14	and	and	CCONJ
ajis02-287	209	15	compare	compare	VERB
ajis02-287	209	16	them	they	PRON
ajis02-287	209	17	with	with	ADP
ajis02-287	209	18	the	the	DET
ajis02-287	209	19	relational	relational	ADJ
ajis02-287	209	20	constraints	constraint	NOUN
ajis02-287	209	21	.	.	PUNCT
ajis02-287	210	1	the	the	DET
ajis02-287	210	2	constraints	constraint	NOUN
ajis02-287	210	3	can	can	AUX
ajis02-287	210	4	be	be	AUX
ajis02-287	210	5	broadly	broadly	ADV
ajis02-287	210	6	classified	classify	VERB
ajis02-287	210	7	into	into	ADP
ajis02-287	210	8	two	two	NUM
ajis02-287	210	9	categories	category	NOUN
ajis02-287	210	10	:	:	PUNCT
ajis02-287	210	11	intra	intra	ADJ
ajis02-287	210	12	-	-	ADJ
ajis02-287	210	13	cube	cube	ADJ
ajis02-287	210	14	constraints	constraint	NOUN
ajis02-287	210	15	and	and	CCONJ
ajis02-287	210	16	inter	inter	ADJ
ajis02-287	210	17	-	-	ADJ
ajis02-287	210	18	cube	cube	ADJ
ajis02-287	210	19	constraints	constraint	NOUN
ajis02-287	210	20	.	.	PUNCT
ajis02-287	211	1	the	the	DET
ajis02-287	211	2	intra	intra	ADJ
ajis02-287	211	3	-	-	ADJ
ajis02-287	211	4	cube	cube	ADJ
ajis02-287	211	5	constraints	constraint	NOUN
ajis02-287	211	6	define	define	VERB
ajis02-287	211	7	constraints	constraint	NOUN
ajis02-287	211	8	within	within	ADP
ajis02-287	211	9	a	a	DET
ajis02-287	211	10	cube	cube	NOUN
ajis02-287	211	11	by	by	ADP
ajis02-287	211	12	exploiting	exploit	VERB
ajis02-287	211	13	the	the	DET
ajis02-287	211	14	relationships	relationship	NOUN
ajis02-287	211	15	that	that	PRON
ajis02-287	211	16	exist	exist	VERB
ajis02-287	211	17	between	between	ADP
ajis02-287	211	18	the	the	DET
ajis02-287	211	19	various	various	ADJ
ajis02-287	211	20	attributes	attribute	NOUN
ajis02-287	211	21	of	of	ADP
ajis02-287	211	22	a	a	DET
ajis02-287	211	23	cube	cube	NOUN
ajis02-287	211	24	.	.	PUNCT
ajis02-287	212	1	the	the	DET
ajis02-287	212	2	relationships	relationship	NOUN
ajis02-287	212	3	between	between	ADP
ajis02-287	212	4	the	the	DET
ajis02-287	212	5	various	various	ADJ
ajis02-287	212	6	dimensions	dimension	NOUN
ajis02-287	212	7	in	in	ADP
ajis02-287	212	8	a	a	DET
ajis02-287	212	9	cube	cube	NOUN
ajis02-287	212	10	,	,	PUNCT
ajis02-287	212	11	the	the	DET
ajis02-287	212	12	relationships	relationship	NOUN
ajis02-287	212	13	between	between	ADP
ajis02-287	212	14	the	the	DET
ajis02-287	212	15	dimensions	dimension	NOUN
ajis02-287	212	16	and	and	CCONJ
ajis02-287	212	17	measure	measure	NOUN
ajis02-287	212	18	attributes	attribute	VERB
ajis02-287	212	19	in	in	ADP
ajis02-287	212	20	a	a	DET
ajis02-287	212	21	cube	cube	NOUN
ajis02-287	212	22	,	,	PUNCT
ajis02-287	212	23	dimension	dimension	NOUN
ajis02-287	212	24	attribute	attribute	NOUN
ajis02-287	212	25	hierarchy	hierarchy	NOUN
ajis02-287	212	26	and	and	CCONJ
ajis02-287	212	27	other	other	ADJ
ajis02-287	212	28	cell	cell	NOUN
ajis02-287	212	29	characteristics	characteristic	NOUN
ajis02-287	212	30	are	be	AUX
ajis02-287	212	31	some	some	PRON
ajis02-287	212	32	of	of	ADP
ajis02-287	212	33	the	the	DET
ajis02-287	212	34	key	key	ADJ
ajis02-287	212	35	cube	cube	NOUN
ajis02-287	212	36	features	feature	NOUN
ajis02-287	212	37	that	that	PRON
ajis02-287	212	38	need	need	VERB
ajis02-287	212	39	to	to	PART
ajis02-287	212	40	formalised	formalised	VERB
ajis02-287	212	41	as	as	ADP
ajis02-287	212	42	a	a	DET
ajis02-287	212	43	set	set	NOUN
ajis02-287	212	44	of	of	ADP
ajis02-287	212	45	intra	intra	ADJ
ajis02-287	212	46	-	-	ADJ
ajis02-287	212	47	cube	cube	ADJ
ajis02-287	212	48	constraints	constraint	NOUN
ajis02-287	212	49	.	.	PUNCT
ajis02-287	213	1	the	the	DET
ajis02-287	213	2	inter	inter	ADJ
ajis02-287	213	3	-	-	ADJ
ajis02-287	213	4	cube	cube	ADJ
ajis02-287	213	5	constraints	constraint	NOUN
ajis02-287	213	6	define	define	VERB
ajis02-287	213	7	relationships	relationship	NOUN
ajis02-287	213	8	between	between	ADP
ajis02-287	213	9	two	two	NUM
ajis02-287	213	10	or	or	CCONJ
ajis02-287	213	11	more	more	ADJ
ajis02-287	213	12	cubes	cube	NOUN
ajis02-287	213	13	.	.	PUNCT
ajis02-287	214	1	there	there	PRON
ajis02-287	214	2	are	be	VERB
ajis02-287	214	3	various	various	ADJ
ajis02-287	214	4	considerations	consideration	NOUN
ajis02-287	214	5	in	in	ADP
ajis02-287	214	6	defining	define	VERB
ajis02-287	214	7	inter	inter	ADJ
ajis02-287	214	8	-	-	ADJ
ajis02-287	214	9	cube	cube	ADJ
ajis02-287	214	10	constraints	constraint	NOUN
ajis02-287	214	11	.	.	PUNCT
ajis02-287	215	1	such	such	ADJ
ajis02-287	215	2	constraints	constraint	NOUN
ajis02-287	215	3	can	can	AUX
ajis02-287	215	4	be	be	AUX
ajis02-287	215	5	defined	define	VERB
ajis02-287	215	6	by	by	ADP
ajis02-287	215	7	considering	consider	VERB
ajis02-287	215	8	the	the	DET
ajis02-287	215	9	relationships	relationship	NOUN
ajis02-287	215	10	between	between	ADP
ajis02-287	215	11	dimensions	dimension	NOUN
ajis02-287	215	12	in	in	ADP
ajis02-287	215	13	different	different	ADJ
ajis02-287	215	14	cubes	cube	NOUN
ajis02-287	215	15	,	,	PUNCT
ajis02-287	215	16	the	the	DET
ajis02-287	215	17	relationships	relationship	NOUN
ajis02-287	215	18	between	between	ADP
ajis02-287	215	19	measures	measure	NOUN
ajis02-287	215	20	in	in	ADP
ajis02-287	215	21	different	different	ADJ
ajis02-287	215	22	cubes	cube	NOUN
ajis02-287	215	23	,	,	PUNCT
ajis02-287	215	24	the	the	DET
ajis02-287	215	25	relationships	relationship	NOUN
ajis02-287	215	26	between	between	ADP
ajis02-287	215	27	measures	measure	NOUN
ajis02-287	215	28	in	in	ADP
ajis02-287	215	29	one	one	NUM
ajis02-287	215	30	cube	cube	NOUN
ajis02-287	215	31	and	and	CCONJ
ajis02-287	215	32	dimensions	dimension	NOUN
ajis02-287	215	33	in	in	ADP
ajis02-287	215	34	the	the	DET
ajis02-287	215	35	other	other	ADJ
ajis02-287	215	36	cube	cube	NOUN
ajis02-287	215	37	and	and	CCONJ
ajis02-287	215	38	the	the	DET
ajis02-287	215	39	overall	overall	ADJ
ajis02-287	215	40	relationship	relationship	NOUN
ajis02-287	215	41	between	between	ADP
ajis02-287	215	42	two	two	NUM
ajis02-287	215	43	cubes	cube	NOUN
ajis02-287	215	44	,	,	PUNCT
ajis02-287	215	45	ie	ie	X
ajis02-287	215	46	.	.	PUNCT
ajis02-287	216	1	two	two	NUM
ajis02-287	216	2	cubes	cube	NOUN
ajis02-287	216	3	might	might	AUX
ajis02-287	216	4	merge	merge	VERB
ajis02-287	216	5	into	into	ADP
ajis02-287	216	6	one	one	NUM
ajis02-287	216	7	,	,	PUNCT
ajis02-287	216	8	one	one	NUM
ajis02-287	216	9	cube	cube	NOUN
ajis02-287	216	10	might	might	AUX
ajis02-287	216	11	be	be	AUX
ajis02-287	216	12	a	a	DET
ajis02-287	216	13	subset	subset	NOUN
ajis02-287	216	14	of	of	ADP
ajis02-287	216	15	the	the	DET
ajis02-287	216	16	other	other	ADJ
ajis02-287	216	17	cube	cube	NOUN
ajis02-287	216	18	,	,	PUNCT
ajis02-287	216	19	etc	etc	X
ajis02-287	216	20	.	.	X
ajis02-287	216	21	using	use	VERB
ajis02-287	216	22	constraints	constraint	NOUN
ajis02-287	216	23	the	the	DET
ajis02-287	216	24	cube	cube	NOUN
ajis02-287	216	25	constraints	constraint	NOUN
ajis02-287	216	26	facilitate	facilitate	VERB
ajis02-287	216	27	the	the	DET
ajis02-287	216	28	conceptual	conceptual	ADJ
ajis02-287	216	29	schema	schema	NOUN
ajis02-287	216	30	design	design	NOUN
ajis02-287	216	31	of	of	ADP
ajis02-287	216	32	a	a	DET
ajis02-287	216	33	data	data	NOUN
ajis02-287	216	34	warehouse	warehouse	NOUN
ajis02-287	216	35	and	and	CCONJ
ajis02-287	216	36	allow	allow	VERB
ajis02-287	216	37	the	the	DET
ajis02-287	216	38	provision	provision	NOUN
ajis02-287	216	39	of	of	ADP
ajis02-287	216	40	triggers	trigger	NOUN
ajis02-287	216	41	in	in	ADP
ajis02-287	216	42	a	a	DET
ajis02-287	216	43	multi	multi	ADJ
ajis02-287	216	44	-	-	ADJ
ajis02-287	216	45	dimensional	dimensional	ADJ
ajis02-287	216	46	scenario	scenario	NOUN
ajis02-287	216	47	.	.	PUNCT
ajis02-287	217	1	in	in	ADP
ajis02-287	217	2	a	a	DET
ajis02-287	217	3	relational	relational	ADJ
ajis02-287	217	4	database	database	NOUN
ajis02-287	217	5	system	system	NOUN
ajis02-287	217	6	,	,	PUNCT
ajis02-287	217	7	triggers	trigger	NOUN
ajis02-287	217	8	play	play	VERB
ajis02-287	217	9	an	an	DET
ajis02-287	217	10	important	important	ADJ
ajis02-287	217	11	role	role	NOUN
ajis02-287	217	12	by	by	ADP
ajis02-287	217	13	enforcing	enforce	VERB
ajis02-287	217	14	the	the	DET
ajis02-287	217	15	constraints	constraint	NOUN
ajis02-287	217	16	and	and	CCONJ
ajis02-287	217	17	business	business	NOUN
ajis02-287	217	18	rules	rule	NOUN
ajis02-287	217	19	in	in	ADP
ajis02-287	217	20	an	an	DET
ajis02-287	217	21	effective	effective	ADJ
ajis02-287	217	22	manner	manner	NOUN
ajis02-287	217	23	.	.	PUNCT
ajis02-287	218	1	the	the	DET
ajis02-287	218	2	update	update	NOUN
ajis02-287	218	3	,	,	PUNCT
ajis02-287	218	4	insert	insert	ADJ
ajis02-287	218	5	and	and	CCONJ
ajis02-287	218	6	delete	delete	ADJ
ajis02-287	218	7	triggers	trigger	NOUN
ajis02-287	218	8	in	in	ADP
ajis02-287	218	9	the	the	DET
ajis02-287	218	10	relational	relational	ADJ
ajis02-287	218	11	model	model	NOUN
ajis02-287	218	12	have	have	AUX
ajis02-287	218	13	provided	provide	VERB
ajis02-287	218	14	the	the	DET
ajis02-287	218	15	robustness	robustness	NOUN
ajis02-287	218	16	by	by	ADP
ajis02-287	218	17	allowing	allow	VERB
ajis02-287	218	18	least	least	ADJ
ajis02-287	218	19	manual	manual	ADJ
ajis02-287	218	20	intervention	intervention	NOUN
ajis02-287	218	21	.	.	PUNCT
ajis02-287	219	1	the	the	DET
ajis02-287	219	2	current	current	ADJ
ajis02-287	219	3	data	data	NOUN
ajis02-287	219	4	warehouse	warehouse	NOUN
ajis02-287	219	5	maintenance	maintenance	NOUN
ajis02-287	219	6	algorithms	algorithm	NOUN
ajis02-287	219	7	have	have	AUX
ajis02-287	219	8	neglected	neglect	VERB
ajis02-287	219	9	the	the	DET
ajis02-287	219	10	role	role	NOUN
ajis02-287	219	11	of	of	ADP
ajis02-287	219	12	triggers	trigger	NOUN
ajis02-287	219	13	in	in	ADP
ajis02-287	219	14	designing	design	VERB
ajis02-287	219	15	effective	effective	ADJ
ajis02-287	219	16	view	view	NOUN
ajis02-287	219	17	maintenance	maintenance	NOUN
ajis02-287	219	18	paradigms	paradigm	NOUN
ajis02-287	219	19	.	.	PUNCT
ajis02-287	220	1	the	the	DET
ajis02-287	220	2	research	research	NOUN
ajis02-287	220	3	community	community	NOUN
ajis02-287	220	4	needs	need	VERB
ajis02-287	220	5	to	to	PART
ajis02-287	220	6	consider	consider	VERB
ajis02-287	220	7	the	the	DET
ajis02-287	220	8	new	new	ADJ
ajis02-287	220	9	types	type	NOUN
ajis02-287	220	10	of	of	ADP
ajis02-287	220	11	triggers	trigger	NOUN
ajis02-287	220	12	that	that	PRON
ajis02-287	220	13	could	could	AUX
ajis02-287	220	14	be	be	AUX
ajis02-287	220	15	used	use	VERB
ajis02-287	220	16	for	for	ADP
ajis02-287	220	17	effective	effective	ADJ
ajis02-287	220	18	data	datum	NOUN
ajis02-287	220	19	warehousing	warehousing	NOUN
ajis02-287	220	20	.	.	PUNCT
ajis02-287	221	1	the	the	DET
ajis02-287	221	2	constraint	constraint	NOUN
ajis02-287	221	3	set	set	NOUN
ajis02-287	221	4	will	will	AUX
ajis02-287	221	5	be	be	AUX
ajis02-287	221	6	of	of	ADP
ajis02-287	221	7	vital	vital	ADJ
ajis02-287	221	8	importance	importance	NOUN
ajis02-287	221	9	to	to	ADP
ajis02-287	221	10	this	this	DET
ajis02-287	221	11	faculty	faculty	NOUN
ajis02-287	221	12	.	.	PUNCT
ajis02-287	222	1	the	the	DET
ajis02-287	222	2	constraint	constraint	NOUN
ajis02-287	222	3	set	set	NOUN
ajis02-287	222	4	can	can	AUX
ajis02-287	222	5	also	also	ADV
ajis02-287	222	6	be	be	AUX
ajis02-287	222	7	used	use	VERB
ajis02-287	222	8	to	to	PART
ajis02-287	222	9	solve	solve	VERB
ajis02-287	222	10	existing	exist	VERB
ajis02-287	222	11	problems	problem	NOUN
ajis02-287	222	12	such	such	ADJ
ajis02-287	222	13	as	as	ADP
ajis02-287	222	14	view	view	NOUN
ajis02-287	222	15	maintenance	maintenance	NOUN
ajis02-287	222	16	.	.	PUNCT
ajis02-287	223	1	in	in	ADP
ajis02-287	223	2	(	(	PUNCT
ajis02-287	223	3	mohania	mohania	PROPN
ajis02-287	223	4	,	,	PUNCT
ajis02-287	223	5	konomi	konomi	PROPN
ajis02-287	223	6	and	and	CCONJ
ajis02-287	223	7	kambayashi	kambayashi	PROPN
ajis02-287	223	8	1997	1997	NUM
ajis02-287	223	9	;	;	PUNCT
ajis02-287	223	10	ross	ross	PROPN
ajis02-287	223	11	,	,	PUNCT
ajis02-287	223	12	srivastava	srivastava	PROPN
ajis02-287	223	13	and	and	CCONJ
ajis02-287	223	14	sudarshan	sudarshan	PROPN
ajis02-287	223	15	1996	1996	NUM
ajis02-287	223	16	)	)	PUNCT
ajis02-287	223	17	,	,	PUNCT
ajis02-287	223	18	the	the	DET
ajis02-287	223	19	authors	author	NOUN
ajis02-287	223	20	have	have	AUX
ajis02-287	223	21	proposed	propose	VERB
ajis02-287	223	22	view	view	NOUN
ajis02-287	223	23	maintenance	maintenance	NOUN
ajis02-287	223	24	techniques	technique	NOUN
ajis02-287	223	25	based	base	VERB
ajis02-287	223	26	on	on	ADP
ajis02-287	223	27	the	the	DET
ajis02-287	223	28	view	view	NOUN
ajis02-287	223	29	expression	expression	NOUN
ajis02-287	223	30	tree	tree	NOUN
ajis02-287	223	31	that	that	PRON
ajis02-287	223	32	is	be	AUX
ajis02-287	223	33	used	use	VERB
ajis02-287	223	34	for	for	ADP
ajis02-287	223	35	evaluating	evaluate	VERB
ajis02-287	223	36	the	the	DET
ajis02-287	223	37	view	view	NOUN
ajis02-287	223	38	as	as	ADP
ajis02-287	223	39	a	a	DET
ajis02-287	223	40	query	query	NOUN
ajis02-287	223	41	.	.	PUNCT
ajis02-287	224	1	the	the	DET
ajis02-287	224	2	auxiliary	auxiliary	ADJ
ajis02-287	224	3	48	48	NUM
ajis02-287	224	4	ajis	ajis	NOUN
ajis02-287	224	5	vol	vol	NOUN
ajis02-287	224	6	.	.	PROPN
ajis02-287	224	7	7	7	NUM
ajis02-287	224	8	no	no	NOUN
ajis02-287	224	9	.	.	NOUN
ajis02-287	224	10	1	1	NUM
ajis02-287	224	11	sept	sept	PROPN
ajis02-287	224	12	1999	1999	NUM
ajis02-287	224	13	relations	relation	NOUN
ajis02-287	224	14	are	be	AUX
ajis02-287	224	15	materialized	materialize	VERB
ajis02-287	224	16	for	for	ADP
ajis02-287	224	17	each	each	DET
ajis02-287	224	18	node	node	NOUN
ajis02-287	224	19	in	in	ADP
ajis02-287	224	20	the	the	DET
ajis02-287	224	21	tree	tree	NOUN
ajis02-287	224	22	in	in	ADP
ajis02-287	224	23	addition	addition	NOUN
ajis02-287	224	24	to	to	ADP
ajis02-287	224	25	the	the	DET
ajis02-287	224	26	materialized	materialize	VERB
ajis02-287	224	27	view	view	NOUN
ajis02-287	224	28	.	.	PUNCT
ajis02-287	225	1	the	the	DET
ajis02-287	225	2	updates	update	NOUN
ajis02-287	225	3	to	to	ADP
ajis02-287	225	4	nodes	node	NOUN
ajis02-287	225	5	in	in	ADP
ajis02-287	225	6	the	the	DET
ajis02-287	225	7	expression	expression	NOUN
ajis02-287	225	8	tree	tree	NOUN
ajis02-287	225	9	are	be	AUX
ajis02-287	225	10	calculated	calculate	VERB
ajis02-287	225	11	and	and	CCONJ
ajis02-287	225	12	propagated	propagate	VERB
ajis02-287	225	13	in	in	ADP
ajis02-287	225	14	a	a	DET
ajis02-287	225	15	bottom	bottom	ADJ
ajis02-287	225	16	-	-	PUNCT
ajis02-287	225	17	up	up	ADP
ajis02-287	225	18	fashion	fashion	NOUN
ajis02-287	225	19	.	.	PUNCT
ajis02-287	226	1	the	the	DET
ajis02-287	226	2	update	update	NOUN
ajis02-287	226	3	to	to	ADP
ajis02-287	226	4	each	each	DET
ajis02-287	226	5	node	node	NOUN
ajis02-287	226	6	in	in	ADP
ajis02-287	226	7	the	the	DET
ajis02-287	226	8	tree	tree	NOUN
ajis02-287	226	9	is	be	AUX
ajis02-287	226	10	derived	derive	VERB
ajis02-287	226	11	from	from	ADP
ajis02-287	226	12	the	the	DET
ajis02-287	226	13	updates	update	NOUN
ajis02-287	226	14	to	to	ADP
ajis02-287	226	15	its	its	PRON
ajis02-287	226	16	children	child	NOUN
ajis02-287	226	17	nodes	node	NOUN
ajis02-287	226	18	and	and	CCONJ
ajis02-287	226	19	the	the	DET
ajis02-287	226	20	auxiliary	auxiliary	ADJ
ajis02-287	226	21	relations	relation	NOUN
ajis02-287	226	22	materialized	materialize	VERB
ajis02-287	226	23	for	for	ADP
ajis02-287	226	24	the	the	DET
ajis02-287	226	25	children	child	NOUN
ajis02-287	226	26	and	and	CCONJ
ajis02-287	226	27	the	the	DET
ajis02-287	226	28	node	node	NOUN
ajis02-287	226	29	itself	itself	PRON
ajis02-287	226	30	.	.	PUNCT
ajis02-287	227	1	if	if	SCONJ
ajis02-287	227	2	the	the	DET
ajis02-287	227	3	constraints	constraint	NOUN
ajis02-287	227	4	are	be	AUX
ajis02-287	227	5	defined	define	VERB
ajis02-287	227	6	on	on	ADP
ajis02-287	227	7	the	the	DET
ajis02-287	227	8	view	view	NOUN
ajis02-287	227	9	,	,	PUNCT
ajis02-287	227	10	then	then	ADV
ajis02-287	227	11	they	they	PRON
ajis02-287	227	12	can	can	AUX
ajis02-287	227	13	be	be	AUX
ajis02-287	227	14	broken	break	VERB
ajis02-287	227	15	down	down	ADP
ajis02-287	227	16	into	into	ADP
ajis02-287	227	17	smaller	small	ADJ
ajis02-287	227	18	components	component	NOUN
ajis02-287	227	19	(	(	PUNCT
ajis02-287	227	20	ie	ie	X
ajis02-287	227	21	.	.	PUNCT
ajis02-287	227	22	sub	sub	NOUN
ajis02-287	227	23	-	-	NOUN
ajis02-287	227	24	constraints	constraint	NOUN
ajis02-287	227	25	)	)	PUNCT
ajis02-287	227	26	and	and	CCONJ
ajis02-287	227	27	these	these	DET
ajis02-287	227	28	sub	sub	NOUN
ajis02-287	227	29	-	-	NOUN
ajis02-287	227	30	constraints	constraint	NOUN
ajis02-287	227	31	can	can	AUX
ajis02-287	227	32	be	be	AUX
ajis02-287	227	33	pushed	push	VERB
ajis02-287	227	34	down	down	ADP
ajis02-287	227	35	into	into	ADP
ajis02-287	227	36	the	the	DET
ajis02-287	227	37	expression	expression	NOUN
ajis02-287	227	38	tree	tree	NOUN
ajis02-287	227	39	to	to	PART
ajis02-287	227	40	provide	provide	VERB
ajis02-287	227	41	new	new	ADJ
ajis02-287	227	42	efficient	efficient	ADJ
ajis02-287	227	43	mechanisms	mechanism	NOUN
ajis02-287	227	44	for	for	ADP
ajis02-287	227	45	view	view	NOUN
ajis02-287	227	46	maintenance	maintenance	NOUN
ajis02-287	227	47	and	and	CCONJ
ajis02-287	227	48	aggregate	aggregate	ADJ
ajis02-287	227	49	query	query	NOUN
ajis02-287	227	50	optimisation	optimisation	NOUN
ajis02-287	227	51	.	.	PUNCT
ajis02-287	228	1	that	that	PRON
ajis02-287	228	2	is	is	ADV
ajis02-287	228	3	,	,	PUNCT
ajis02-287	228	4	the	the	DET
ajis02-287	228	5	constraints	constraint	NOUN
ajis02-287	228	6	can	can	AUX
ajis02-287	228	7	be	be	AUX
ajis02-287	228	8	defined	define	VERB
ajis02-287	228	9	at	at	ADP
ajis02-287	228	10	each	each	DET
ajis02-287	228	11	node	node	NOUN
ajis02-287	228	12	in	in	ADP
ajis02-287	228	13	the	the	DET
ajis02-287	228	14	tree	tree	NOUN
ajis02-287	228	15	.	.	PUNCT
ajis02-287	229	1	in	in	ADP
ajis02-287	229	2	this	this	DET
ajis02-287	229	3	case	case	NOUN
ajis02-287	229	4	,	,	PUNCT
ajis02-287	229	5	the	the	DET
ajis02-287	229	6	updates	update	NOUN
ajis02-287	229	7	to	to	ADP
ajis02-287	229	8	each	each	DET
ajis02-287	229	9	node	node	NOUN
ajis02-287	229	10	can	can	AUX
ajis02-287	229	11	be	be	AUX
ajis02-287	229	12	checked	check	VERB
ajis02-287	229	13	using	use	VERB
ajis02-287	229	14	these	these	DET
ajis02-287	229	15	constraints	constraint	NOUN
ajis02-287	229	16	before	before	ADP
ajis02-287	229	17	propagating	propagate	VERB
ajis02-287	229	18	them	they	PRON
ajis02-287	229	19	to	to	ADP
ajis02-287	229	20	the	the	DET
ajis02-287	229	21	parent	parent	NOUN
ajis02-287	229	22	node	node	NOUN
ajis02-287	229	23	.	.	PUNCT
ajis02-287	230	1	if	if	SCONJ
ajis02-287	230	2	some	some	PRON
ajis02-287	230	3	of	of	ADP
ajis02-287	230	4	the	the	DET
ajis02-287	230	5	updates	update	NOUN
ajis02-287	230	6	violate	violate	VERB
ajis02-287	230	7	constraints	constraint	NOUN
ajis02-287	230	8	,	,	PUNCT
ajis02-287	230	9	then	then	ADV
ajis02-287	230	10	there	there	PRON
ajis02-287	230	11	is	be	VERB
ajis02-287	230	12	no	no	DET
ajis02-287	230	13	need	need	NOUN
ajis02-287	230	14	to	to	PART
ajis02-287	230	15	propagate	propagate	VERB
ajis02-287	230	16	these	these	DET
ajis02-287	230	17	updates	update	NOUN
ajis02-287	230	18	to	to	ADP
ajis02-287	230	19	the	the	DET
ajis02-287	230	20	parent	parent	NOUN
ajis02-287	230	21	node	node	NOUN
ajis02-287	230	22	.	.	PUNCT
ajis02-287	231	1	this	this	DET
ajis02-287	231	2	method	method	NOUN
ajis02-287	231	3	of	of	ADP
ajis02-287	231	4	decomposing	decompose	VERB
ajis02-287	231	5	the	the	DET
ajis02-287	231	6	constraints	constraint	NOUN
ajis02-287	231	7	and	and	CCONJ
ajis02-287	231	8	pushing	push	VERB
ajis02-287	231	9	them	they	PRON
ajis02-287	231	10	down	down	ADP
ajis02-287	231	11	along	along	ADP
ajis02-287	231	12	the	the	DET
ajis02-287	231	13	edges	edge	NOUN
ajis02-287	231	14	of	of	ADP
ajis02-287	231	15	the	the	DET
ajis02-287	231	16	expression	expression	NOUN
ajis02-287	231	17	tree	tree	NOUN
ajis02-287	231	18	can	can	AUX
ajis02-287	231	19	effectively	effectively	ADV
ajis02-287	231	20	reduce	reduce	VERB
ajis02-287	231	21	the	the	DET
ajis02-287	231	22	communication	communication	NOUN
ajis02-287	231	23	and	and	CCONJ
ajis02-287	231	24	computation	computation	NOUN
ajis02-287	231	25	costs	cost	NOUN
ajis02-287	231	26	.	.	PUNCT
ajis02-287	232	1	the	the	DET
ajis02-287	232	2	constraint	constraint	NOUN
ajis02-287	232	3	set	set	NOUN
ajis02-287	232	4	acts	act	VERB
ajis02-287	232	5	as	as	ADP
ajis02-287	232	6	a	a	DET
ajis02-287	232	7	sieve	sieve	NOUN
ajis02-287	232	8	that	that	PRON
ajis02-287	232	9	effectively	effectively	ADV
ajis02-287	232	10	filters	filter	VERB
ajis02-287	232	11	the	the	DET
ajis02-287	232	12	updates	update	NOUN
ajis02-287	232	13	that	that	PRON
ajis02-287	232	14	do	do	AUX
ajis02-287	232	15	not	not	PART
ajis02-287	232	16	affect	affect	VERB
ajis02-287	232	17	the	the	DET
ajis02-287	232	18	view	view	NOUN
ajis02-287	232	19	.	.	PUNCT
ajis02-287	233	1	furthermore	furthermore	ADV
ajis02-287	233	2	,	,	PUNCT
ajis02-287	233	3	the	the	DET
ajis02-287	233	4	constraint	constraint	NOUN
ajis02-287	233	5	set	set	NOUN
ajis02-287	233	6	will	will	AUX
ajis02-287	233	7	be	be	AUX
ajis02-287	233	8	an	an	DET
ajis02-287	233	9	effective	effective	ADJ
ajis02-287	233	10	tool	tool	NOUN
ajis02-287	233	11	that	that	PRON
ajis02-287	233	12	can	can	AUX
ajis02-287	233	13	be	be	AUX
ajis02-287	233	14	used	use	VERB
ajis02-287	233	15	in	in	ADP
ajis02-287	233	16	other	other	ADJ
ajis02-287	233	17	aspects	aspect	NOUN
ajis02-287	233	18	of	of	ADP
ajis02-287	233	19	data	datum	NOUN
ajis02-287	233	20	warehousing	warehousing	NOUN
ajis02-287	233	21	.	.	PUNCT
ajis02-287	234	1	for	for	ADP
ajis02-287	234	2	example	example	NOUN
ajis02-287	234	3	,	,	PUNCT
ajis02-287	234	4	the	the	DET
ajis02-287	234	5	constraint	constraint	NOUN
ajis02-287	234	6	set	set	NOUN
ajis02-287	234	7	would	would	AUX
ajis02-287	234	8	enable	enable	VERB
ajis02-287	234	9	the	the	DET
ajis02-287	234	10	definition	definition	NOUN
ajis02-287	234	11	of	of	ADP
ajis02-287	234	12	a	a	DET
ajis02-287	234	13	complete	complete	ADJ
ajis02-287	234	14	algebra	algebra	NOUN
ajis02-287	234	15	for	for	ADP
ajis02-287	234	16	the	the	DET
ajis02-287	234	17	multi	multi	ADJ
ajis02-287	234	18	-	-	ADJ
ajis02-287	234	19	dimensional	dimensional	ADJ
ajis02-287	234	20	data	datum	NOUN
ajis02-287	234	21	model	model	NOUN
ajis02-287	234	22	that	that	PRON
ajis02-287	234	23	is	be	AUX
ajis02-287	234	24	independent	independent	ADJ
ajis02-287	234	25	of	of	ADP
ajis02-287	234	26	the	the	DET
ajis02-287	234	27	underlying	underlying	ADJ
ajis02-287	234	28	schema	schema	NOUN
ajis02-287	234	29	definitions	definition	NOUN
ajis02-287	234	30	.	.	PUNCT
ajis02-287	235	1	the	the	DET
ajis02-287	235	2	constraint	constraint	NOUN
ajis02-287	235	3	set	set	NOUN
ajis02-287	235	4	would	would	AUX
ajis02-287	235	5	also	also	ADV
ajis02-287	235	6	allow	allow	VERB
ajis02-287	235	7	evolution	evolution	NOUN
ajis02-287	235	8	of	of	ADP
ajis02-287	235	9	new	new	ADJ
ajis02-287	235	10	attributes	attribute	NOUN
ajis02-287	235	11	in	in	ADP
ajis02-287	235	12	the	the	DET
ajis02-287	235	13	multi	multi	ADJ
ajis02-287	235	14	-	-	ADJ
ajis02-287	235	15	dimensional	dimensional	ADJ
ajis02-287	235	16	scenario	scenario	NOUN
ajis02-287	235	17	.	.	PUNCT
ajis02-287	236	1	some	some	PRON
ajis02-287	236	2	of	of	ADP
ajis02-287	236	3	these	these	DET
ajis02-287	236	4	constraints	constraint	NOUN
ajis02-287	236	5	can	can	AUX
ajis02-287	236	6	be	be	AUX
ajis02-287	236	7	used	use	VERB
ajis02-287	236	8	to	to	PART
ajis02-287	236	9	map	map	VERB
ajis02-287	236	10	the	the	DET
ajis02-287	236	11	multidimensional	multidimensional	ADJ
ajis02-287	236	12	world	world	NOUN
ajis02-287	236	13	into	into	ADP
ajis02-287	236	14	the	the	DET
ajis02-287	236	15	relational	relational	ADJ
ajis02-287	236	16	world	world	NOUN
ajis02-287	236	17	.	.	PUNCT
ajis02-287	237	1	the	the	DET
ajis02-287	237	2	data	data	NOUN
ajis02-287	237	3	model	model	NOUN
ajis02-287	237	4	can	can	AUX
ajis02-287	237	5	be	be	AUX
ajis02-287	237	6	viewed	view	VERB
ajis02-287	237	7	as	as	ADP
ajis02-287	237	8	a	a	DET
ajis02-287	237	9	ball	ball	NOUN
ajis02-287	237	10	and	and	CCONJ
ajis02-287	237	11	the	the	DET
ajis02-287	237	12	constraints	constraint	NOUN
ajis02-287	237	13	can	can	AUX
ajis02-287	237	14	help	help	VERB
ajis02-287	237	15	visualise	visualise	VERB
ajis02-287	237	16	that	that	SCONJ
ajis02-287	237	17	ball	ball	NOUN
ajis02-287	237	18	from	from	ADP
ajis02-287	237	19	various	various	ADJ
ajis02-287	237	20	perspectives	perspective	NOUN
ajis02-287	237	21	.	.	PUNCT
ajis02-287	238	1	the	the	DET
ajis02-287	238	2	constraint	constraint	NOUN
ajis02-287	238	3	set	set	NOUN
ajis02-287	238	4	would	would	AUX
ajis02-287	238	5	enable	enable	VERB
ajis02-287	238	6	new	new	ADJ
ajis02-287	238	7	implementation	implementation	NOUN
ajis02-287	238	8	mechanisms	mechanism	NOUN
ajis02-287	238	9	that	that	PRON
ajis02-287	238	10	are	be	AUX
ajis02-287	238	11	better	well	ADV
ajis02-287	238	12	able	able	ADJ
ajis02-287	238	13	to	to	PART
ajis02-287	238	14	conserve	conserve	VERB
ajis02-287	238	15	the	the	DET
ajis02-287	238	16	multi	multi	ADJ
ajis02-287	238	17	-	-	NOUN
ajis02-287	238	18	dimensionality	dimensionality	NOUN
ajis02-287	238	19	of	of	ADP
ajis02-287	238	20	data	datum	NOUN
ajis02-287	238	21	.	.	PUNCT
ajis02-287	239	1	the	the	DET
ajis02-287	239	2	first	first	ADJ
ajis02-287	239	3	task	task	NOUN
ajis02-287	239	4	is	be	AUX
ajis02-287	239	5	to	to	PART
ajis02-287	239	6	define	define	VERB
ajis02-287	239	7	a	a	DET
ajis02-287	239	8	constraint	constraint	NOUN
ajis02-287	239	9	set	set	VERB
ajis02-287	239	10	on	on	ADP
ajis02-287	239	11	the	the	DET
ajis02-287	239	12	multi	multi	ADJ
ajis02-287	239	13	-	-	ADJ
ajis02-287	239	14	dimensional	dimensional	ADJ
ajis02-287	239	15	data	datum	NOUN
ajis02-287	239	16	model	model	NOUN
ajis02-287	239	17	that	that	PRON
ajis02-287	239	18	is	be	AUX
ajis02-287	239	19	complete	complete	ADJ
ajis02-287	239	20	in	in	ADP
ajis02-287	239	21	any	any	DET
ajis02-287	239	22	implementation	implementation	NOUN
ajis02-287	239	23	scheme	scheme	NOUN
ajis02-287	239	24	.	.	PUNCT
ajis02-287	240	1	the	the	DET
ajis02-287	240	2	constraints	constraint	NOUN
ajis02-287	240	3	need	need	VERB
ajis02-287	240	4	to	to	PART
ajis02-287	240	5	be	be	AUX
ajis02-287	240	6	formally	formally	ADV
ajis02-287	240	7	defined	define	VERB
ajis02-287	240	8	and	and	CCONJ
ajis02-287	240	9	the	the	DET
ajis02-287	240	10	precedence	precedence	NOUN
ajis02-287	240	11	order	order	NOUN
ajis02-287	240	12	for	for	ADP
ajis02-287	240	13	the	the	DET
ajis02-287	240	14	constraints	constraint	NOUN
ajis02-287	240	15	needs	need	VERB
ajis02-287	240	16	to	to	PART
ajis02-287	240	17	be	be	AUX
ajis02-287	240	18	decided	decide	VERB
ajis02-287	240	19	.	.	PUNCT
ajis02-287	241	1	operations	operation	NOUN
ajis02-287	241	2	in	in	ADP
ajis02-287	241	3	multi	multi	ADJ
ajis02-287	241	4	-	-	ADJ
ajis02-287	241	5	dimensional	dimensional	ADJ
ajis02-287	241	6	data	datum	NOUN
ajis02-287	241	7	model	model	NOUN
ajis02-287	241	8	data	data	PROPN
ajis02-287	241	9	warehousing	warehousing	PROPN
ajis02-287	241	10	query	query	NOUN
ajis02-287	241	11	operations	operation	NOUN
ajis02-287	241	12	include	include	VERB
ajis02-287	241	13	standard	standard	ADJ
ajis02-287	241	14	sql	sql	NOUN
ajis02-287	241	15	operations	operation	NOUN
ajis02-287	241	16	,	,	PUNCT
ajis02-287	241	17	such	such	ADJ
ajis02-287	241	18	as	as	ADP
ajis02-287	241	19	selection	selection	NOUN
ajis02-287	241	20	,	,	PUNCT
ajis02-287	241	21	projection	projection	NOUN
ajis02-287	241	22	and	and	CCONJ
ajis02-287	241	23	join	join	NOUN
ajis02-287	241	24	.	.	PUNCT
ajis02-287	242	1	in	in	ADP
ajis02-287	242	2	addition	addition	NOUN
ajis02-287	242	3	,	,	PUNCT
ajis02-287	242	4	it	it	PRON
ajis02-287	242	5	supports	support	VERB
ajis02-287	242	6	various	various	ADJ
ajis02-287	242	7	extensions	extension	NOUN
ajis02-287	242	8	to	to	PART
ajis02-287	242	9	aggregate	aggregate	VERB
ajis02-287	242	10	functions	function	NOUN
ajis02-287	242	11	,	,	PUNCT
ajis02-287	242	12	for	for	ADP
ajis02-287	242	13	example	example	NOUN
ajis02-287	242	14	,	,	PUNCT
ajis02-287	242	15	percentile	percentile	ADJ
ajis02-287	242	16	functions	function	NOUN
ajis02-287	242	17	(	(	PUNCT
ajis02-287	242	18	eg	eg	NOUN
ajis02-287	242	19	.	.	PUNCT
ajis02-287	243	1	top	top	ADJ
ajis02-287	243	2	20	20	NUM
ajis02-287	243	3	percentile	percentile	NOUN
ajis02-287	243	4	of	of	ADP
ajis02-287	243	5	all	all	DET
ajis02-287	243	6	products	product	NOUN
ajis02-287	243	7	)	)	PUNCT
ajis02-287	243	8	,	,	PUNCT
ajis02-287	243	9	rank	rank	NOUN
ajis02-287	243	10	functions	function	NOUN
ajis02-287	243	11	(	(	PUNCT
ajis02-287	243	12	eg	eg	NOUN
ajis02-287	243	13	.	.	PUNCT
ajis02-287	244	1	top	top	ADJ
ajis02-287	244	2	10	10	NUM
ajis02-287	244	3	products	product	NOUN
ajis02-287	244	4	)	)	PUNCT
ajis02-287	244	5	,	,	PUNCT
ajis02-287	244	6	mean	mean	VERB
ajis02-287	244	7	,	,	PUNCT
ajis02-287	244	8	mode	mode	NOUN
ajis02-287	244	9	and	and	CCONJ
ajis02-287	244	10	median	median	NOUN
ajis02-287	244	11	.	.	PUNCT
ajis02-287	245	1	one	one	NUM
ajis02-287	245	2	of	of	ADP
ajis02-287	245	3	the	the	DET
ajis02-287	245	4	important	important	ADJ
ajis02-287	245	5	extension	extension	NOUN
ajis02-287	245	6	to	to	ADP
ajis02-287	245	7	the	the	DET
ajis02-287	245	8	existing	exist	VERB
ajis02-287	245	9	query	query	NOUN
ajis02-287	245	10	language	language	NOUN
ajis02-287	245	11	is	be	AUX
ajis02-287	245	12	to	to	PART
ajis02-287	245	13	support	support	VERB
ajis02-287	245	14	multiple	multiple	ADJ
ajis02-287	245	15	group	group	NOUN
ajis02-287	245	16	by	by	ADP
ajis02-287	245	17	by	by	ADP
ajis02-287	245	18	defining	define	VERB
ajis02-287	245	19	rollup	rollup	NOUN
ajis02-287	245	20	,	,	PUNCT
ajis02-287	245	21	drill	drill	NOUN
ajis02-287	245	22	-	-	PUNCT
ajis02-287	245	23	down	down	NOUN
ajis02-287	245	24	and	and	CCONJ
ajis02-287	245	25	cube	cube	NOUN
ajis02-287	245	26	operators	operator	NOUN
ajis02-287	245	27	.	.	PUNCT
ajis02-287	246	1	rollup	rollup	VERB
ajis02-287	246	2	corresponds	correspond	NOUN
ajis02-287	246	3	to	to	ADP
ajis02-287	246	4	doing	do	VERB
ajis02-287	246	5	further	further	ADJ
ajis02-287	246	6	group	group	NOUN
ajis02-287	246	7	-	-	PUNCT
ajis02-287	246	8	bys	bys	NOUN
ajis02-287	246	9	on	on	ADP
ajis02-287	246	10	the	the	DET
ajis02-287	246	11	same	same	ADJ
ajis02-287	246	12	data	datum	NOUN
ajis02-287	246	13	object	object	NOUN
ajis02-287	246	14	.	.	PUNCT
ajis02-287	247	1	for	for	ADP
ajis02-287	247	2	example	example	NOUN
ajis02-287	247	3	,	,	PUNCT
ajis02-287	247	4	let	let	VERB
ajis02-287	247	5	the	the	DET
ajis02-287	247	6	publications	publication	NOUN
ajis02-287	247	7	be	be	AUX
ajis02-287	247	8	grouped	group	VERB
ajis02-287	247	9	by	by	ADP
ajis02-287	247	10	minor	minor	ADJ
ajis02-287	247	11	-	-	PUNCT
ajis02-287	247	12	research	research	NOUN
ajis02-287	247	13	area	area	NOUN
ajis02-287	247	14	.	.	PUNCT
ajis02-287	248	1	it	it	PRON
ajis02-287	248	2	is	be	AUX
ajis02-287	248	3	possible	possible	ADJ
ajis02-287	248	4	to	to	ADP
ajis02-287	248	5	further	further	ADJ
ajis02-287	248	6	group	group	NOUN
ajis02-287	248	7	-	-	PUNCT
ajis02-287	248	8	by	by	ADP
ajis02-287	248	9	the	the	DET
ajis02-287	248	10	same	same	ADJ
ajis02-287	248	11	publications	publication	NOUN
ajis02-287	248	12	data	datum	NOUN
ajis02-287	248	13	by	by	ADP
ajis02-287	248	14	major	major	ADJ
ajis02-287	248	15	-	-	PUNCT
ajis02-287	248	16	research	research	NOUN
ajis02-287	248	17	area	area	NOUN
ajis02-287	248	18	and	and	CCONJ
ajis02-287	248	19	broad	broad	ADJ
ajis02-287	248	20	-	-	PUNCT
ajis02-287	248	21	research	research	NOUN
ajis02-287	248	22	area	area	NOUN
ajis02-287	248	23	by	by	ADP
ajis02-287	248	24	using	use	VERB
ajis02-287	248	25	rollup	rollup	NOUN
ajis02-287	248	26	operation	operation	NOUN
ajis02-287	248	27	.	.	PUNCT
ajis02-287	249	1	note	note	VERB
ajis02-287	249	2	that	that	DET
ajis02-287	249	3	rollup	rollup	NOUN
ajis02-287	249	4	operator	operator	NOUN
ajis02-287	249	5	is	be	AUX
ajis02-287	249	6	order	order	NOUN
ajis02-287	249	7	sensitive	sensitive	ADJ
ajis02-287	249	8	,	,	PUNCT
ajis02-287	249	9	that	that	ADV
ajis02-287	249	10	is	is	ADV
ajis02-287	249	11	,	,	PUNCT
ajis02-287	249	12	when	when	SCONJ
ajis02-287	249	13	it	it	PRON
ajis02-287	249	14	is	be	AUX
ajis02-287	249	15	defined	define	VERB
ajis02-287	249	16	in	in	ADP
ajis02-287	249	17	the	the	DET
ajis02-287	249	18	extended	extended	ADJ
ajis02-287	249	19	sql	sql	NOUN
ajis02-287	249	20	,	,	PUNCT
ajis02-287	249	21	the	the	DET
ajis02-287	249	22	order	order	NOUN
ajis02-287	249	23	of	of	ADP
ajis02-287	249	24	columns	column	NOUN
ajis02-287	249	25	(	(	PUNCT
ajis02-287	249	26	attributes	attribute	NOUN
ajis02-287	249	27	)	)	PUNCT
ajis02-287	249	28	matters	matter	NOUN
ajis02-287	249	29	.	.	PUNCT
ajis02-287	250	1	the	the	DET
ajis02-287	250	2	function	function	NOUN
ajis02-287	250	3	of	of	ADP
ajis02-287	250	4	drill	drill	NOUN
ajis02-287	250	5	-	-	PUNCT
ajis02-287	250	6	down	down	ADP
ajis02-287	250	7	operation	operation	NOUN
ajis02-287	250	8	is	be	AUX
ajis02-287	250	9	the	the	DET
ajis02-287	250	10	opposite	opposite	NOUN
ajis02-287	250	11	of	of	ADP
ajis02-287	250	12	rollup	rollup	NOUN
ajis02-287	250	13	.	.	PUNCT
ajis02-287	251	1	the	the	DET
ajis02-287	251	2	hypercube	hypercube	NOUN
ajis02-287	251	3	which	which	PRON
ajis02-287	251	4	involves	involve	VERB
ajis02-287	251	5	joining	join	VERB
ajis02-287	251	6	of	of	ADP
ajis02-287	251	7	multiple	multiple	ADJ
ajis02-287	251	8	tables	table	NOUN
ajis02-287	251	9	to	to	PART
ajis02-287	251	10	represent	represent	VERB
ajis02-287	251	11	facts	fact	NOUN
ajis02-287	251	12	needs	need	VERB
ajis02-287	251	13	a	a	DET
ajis02-287	251	14	new	new	ADJ
ajis02-287	251	15	set	set	NOUN
ajis02-287	251	16	of	of	ADP
ajis02-287	251	17	algebraic	algebraic	ADJ
ajis02-287	251	18	operations	operation	NOUN
ajis02-287	251	19	.	.	PUNCT
ajis02-287	252	1	a	a	DET
ajis02-287	252	2	new	new	ADJ
ajis02-287	252	3	algebra	algebra	NOUN
ajis02-287	252	4	needs	need	VERB
ajis02-287	252	5	to	to	PART
ajis02-287	252	6	be	be	AUX
ajis02-287	252	7	proposed	propose	VERB
ajis02-287	252	8	for	for	ADP
ajis02-287	252	9	the	the	DET
ajis02-287	252	10	multidimensional	multidimensional	ADJ
ajis02-287	252	11	environment	environment	NOUN
ajis02-287	252	12	.	.	PUNCT
ajis02-287	253	1	the	the	DET
ajis02-287	253	2	idea	idea	NOUN
ajis02-287	253	3	of	of	ADP
ajis02-287	253	4	faster	fast	ADJ
ajis02-287	253	5	query	query	NOUN
ajis02-287	253	6	processing	processing	NOUN
ajis02-287	253	7	will	will	AUX
ajis02-287	253	8	require	require	VERB
ajis02-287	253	9	extensions	extension	NOUN
ajis02-287	253	10	to	to	ADP
ajis02-287	253	11	existing	exist	VERB
ajis02-287	253	12	sql	sql	NOUN
ajis02-287	253	13	in	in	ADP
ajis02-287	253	14	the	the	DET
ajis02-287	253	15	existing	exist	VERB
ajis02-287	253	16	environment	environment	NOUN
ajis02-287	253	17	.	.	PUNCT
ajis02-287	254	1	new	new	ADJ
ajis02-287	254	2	operators	operator	NOUN
ajis02-287	254	3	such	such	ADJ
ajis02-287	254	4	as	as	ADP
ajis02-287	254	5	cube	cube	NOUN
ajis02-287	254	6	,	,	PUNCT
ajis02-287	254	7	push	push	NOUN
ajis02-287	254	8	,	,	PUNCT
ajis02-287	254	9	pull	pull	VERB
ajis02-287	254	10	,	,	PUNCT
ajis02-287	254	11	restrict	restrict	VERB
ajis02-287	254	12	,	,	PUNCT
ajis02-287	254	13	star	star	NOUN
ajis02-287	254	14	,	,	PUNCT
ajis02-287	254	15	join	join	VERB
ajis02-287	254	16	and	and	CCONJ
ajis02-287	254	17	merge	merge	VERB
ajis02-287	254	18	have	have	AUX
ajis02-287	254	19	been	be	AUX
ajis02-287	254	20	proposed	propose	VERB
ajis02-287	254	21	in	in	ADP
ajis02-287	254	22	literature	literature	NOUN
ajis02-287	254	23	but	but	CCONJ
ajis02-287	254	24	all	all	DET
ajis02-287	254	25	these	these	DET
ajis02-287	254	26	operators	operator	NOUN
ajis02-287	254	27	are	be	AUX
ajis02-287	254	28	specific	specific	ADJ
ajis02-287	254	29	to	to	ADP
ajis02-287	254	30	the	the	DET
ajis02-287	254	31	schema	schema	NOUN
ajis02-287	254	32	for	for	ADP
ajis02-287	254	33	which	which	PRON
ajis02-287	254	34	they	they	PRON
ajis02-287	254	35	are	be	AUX
ajis02-287	254	36	designed	design	VERB
ajis02-287	254	37	(	(	PUNCT
ajis02-287	254	38	agrawal	agrawal	PROPN
ajis02-287	254	39	,	,	PUNCT
ajis02-287	254	40	gupta	gupta	NOUN
ajis02-287	254	41	and	and	CCONJ
ajis02-287	254	42	sarawagi	sarawagi	NOUN
ajis02-287	254	43	1997	1997	NUM
ajis02-287	254	44	;	;	PUNCT
ajis02-287	254	45	bauer	bauer	PROPN
ajis02-287	254	46	and	and	CCONJ
ajis02-287	254	47	lehner	lehner	PROPN
ajis02-287	254	48	1997	1997	NUM
ajis02-287	254	49	;	;	PUNCT
ajis02-287	254	50	lehner	lehner	NOUN
ajis02-287	254	51	,	,	PUNCT
ajis02-287	254	52	ruf	ruf	NOUN
ajis02-287	254	53	and	and	CCONJ
ajis02-287	254	54	teschke	teschke	ADJ
ajis02-287	254	55	1996	1996	NUM
ajis02-287	254	56	;	;	PUNCT
ajis02-287	254	57	li	li	PROPN
ajis02-287	254	58	and	and	CCONJ
ajis02-287	254	59	wang	wang	PROPN
ajis02-287	254	60	1996	1996	NUM
ajis02-287	254	61	)	)	PUNCT
ajis02-287	254	62	.	.	PUNCT
ajis02-287	255	1	view	view	NOUN
ajis02-287	255	2	selection	selection	NOUN
ajis02-287	255	3	and	and	CCONJ
ajis02-287	255	4	maintenance	maintenance	NOUN
ajis02-287	255	5	view	view	NOUN
ajis02-287	255	6	selection	selection	NOUN
ajis02-287	255	7	we	we	PRON
ajis02-287	255	8	discussed	discuss	VERB
ajis02-287	255	9	earlier	early	ADV
ajis02-287	255	10	which	which	DET
ajis02-287	255	11	views	view	NOUN
ajis02-287	255	12	should	should	AUX
ajis02-287	255	13	be	be	AUX
ajis02-287	255	14	materialized	materialize	VERB
ajis02-287	255	15	at	at	ADP
ajis02-287	255	16	the	the	DET
ajis02-287	255	17	data	datum	NOUN
ajis02-287	255	18	warehouse	warehouse	NOUN
ajis02-287	255	19	.	.	PUNCT
ajis02-287	256	1	the	the	DET
ajis02-287	256	2	problem	problem	NOUN
ajis02-287	256	3	of	of	ADP
ajis02-287	256	4	view	view	NOUN
ajis02-287	256	5	selection	selection	NOUN
ajis02-287	256	6	was	be	AUX
ajis02-287	256	7	first	first	ADV
ajis02-287	256	8	studied	study	VERB
ajis02-287	256	9	by	by	ADP
ajis02-287	256	10	roussopoulos	roussopoulo	NOUN
ajis02-287	256	11	(	(	PUNCT
ajis02-287	256	12	roussopoulos	roussopoulo	NOUN
ajis02-287	256	13	1982	1982	NUM
ajis02-287	256	14	)	)	PUNCT
ajis02-287	256	15	.	.	PUNCT
ajis02-287	257	1	recently	recently	ADV
ajis02-287	257	2	,	,	PUNCT
ajis02-287	257	3	several	several	ADJ
ajis02-287	257	4	heuristics	heuristic	NOUN
ajis02-287	257	5	have	have	AUX
ajis02-287	257	6	been	be	AUX
ajis02-287	257	7	proposed	propose	VERB
ajis02-287	257	8	for	for	ADP
ajis02-287	257	9	the	the	DET
ajis02-287	257	10	same	same	ADJ
ajis02-287	257	11	problem	problem	NOUN
ajis02-287	257	12	(	(	PUNCT
ajis02-287	257	13	baralis	baralis	PROPN
ajis02-287	257	14	,	,	PUNCT
ajis02-287	257	15	ceri	ceri	PROPN
ajis02-287	257	16	and	and	CCONJ
ajis02-287	257	17	paraboschi	paraboschi	NOUN
ajis02-287	257	18	1996	1996	NUM
ajis02-287	257	19	;	;	PUNCT
ajis02-287	257	20	baralis	barali	NOUN
ajis02-287	257	21	,	,	PUNCT
ajis02-287	257	22	paraboschi	paraboschi	NOUN
ajis02-287	257	23	and	and	CCONJ
ajis02-287	257	24	teniente	teniente	NOUN
ajis02-287	257	25	1997	1997	NUM
ajis02-287	257	26	;	;	PUNCT
ajis02-287	257	27	labio	labio	PROPN
ajis02-287	257	28	,	,	PUNCT
ajis02-287	257	29	quass	quass	NOUN
ajis02-287	257	30	and	and	CCONJ
ajis02-287	257	31	adelberg	adelberg	NOUN
ajis02-287	257	32	1997	1997	NUM
ajis02-287	257	33	;	;	PUNCT
ajis02-287	257	34	ross	ross	PROPN
ajis02-287	257	35	,	,	PUNCT
ajis02-287	257	36	srivastava	srivastava	PROPN
ajis02-287	257	37	and	and	CCONJ
ajis02-287	257	38	sudarshan	sudarshan	PROPN
ajis02-287	257	39	1996	1996	NUM
ajis02-287	257	40	)	)	PUNCT
ajis02-287	257	41	}	}	PUNCT
ajis02-287	257	42	.	.	PUNCT
ajis02-287	258	1	in	in	ADP
ajis02-287	258	2	(	(	PUNCT
ajis02-287	258	3	roussopoulos	roussopoulo	NOUN
ajis02-287	258	4	1982	1982	NUM
ajis02-287	258	5	)	)	PUNCT
ajis02-287	258	6	,	,	PUNCT
ajis02-287	258	7	an	an	DET
ajis02-287	258	8	algorithm	algorithm	NOUN
ajis02-287	258	9	based	base	VERB
ajis02-287	258	10	on	on	ADP
ajis02-287	258	11	a	a	PROPN
ajis02-287	258	12	*	*	X
ajis02-287	258	13	and	and	CCONJ
ajis02-287	258	14	the	the	DET
ajis02-287	258	15	approximate	approximate	ADJ
ajis02-287	258	16	knapsack	knapsack	NOUN
ajis02-287	258	17	problem	problem	NOUN
ajis02-287	258	18	has	have	AUX
ajis02-287	258	19	been	be	AUX
ajis02-287	258	20	proposed	propose	VERB
ajis02-287	258	21	.	.	PUNCT
ajis02-287	259	1	this	this	DET
ajis02-287	259	2	algorithm	algorithm	NOUN
ajis02-287	259	3	does	do	AUX
ajis02-287	259	4	not	not	PART
ajis02-287	259	5	consider	consider	VERB
ajis02-287	259	6	the	the	DET
ajis02-287	259	7	cost	cost	NOUN
ajis02-287	259	8	of	of	ADP
ajis02-287	259	9	subviews	subview	NOUN
ajis02-287	259	10	to	to	PART
ajis02-287	259	11	materialise	materialise	VERB
ajis02-287	259	12	and	and	CCONJ
ajis02-287	259	13	index	index	NOUN
ajis02-287	259	14	selection	selection	NOUN
ajis02-287	259	15	.	.	PUNCT
ajis02-287	260	1	(	(	PUNCT
ajis02-287	260	2	ross	ross	PROPN
ajis02-287	260	3	,	,	PUNCT
ajis02-287	260	4	srivastava	srivastava	PROPN
ajis02-287	260	5	and	and	CCONJ
ajis02-287	260	6	sudarshan	sudarshan	PROPN
ajis02-287	260	7	1996	1996	NUM
ajis02-287	260	8	)	)	PUNCT
ajis02-287	260	9	describes	describe	VERB
ajis02-287	260	10	an	an	DET
ajis02-287	260	11	exhaustive	exhaustive	ADJ
ajis02-287	260	12	enumerative	enumerative	ADJ
ajis02-287	260	13	search	search	NOUN
ajis02-287	260	14	algorithm	algorithm	NOUN
ajis02-287	260	15	where	where	SCONJ
ajis02-287	260	16	they	they	PRON
ajis02-287	260	17	consider	consider	VERB
ajis02-287	260	18	the	the	DET
ajis02-287	260	19	cost	cost	NOUN
ajis02-287	260	20	of	of	ADP
ajis02-287	260	21	subviews	subview	NOUN
ajis02-287	260	22	to	to	PART
ajis02-287	260	23	materialise	materialise	VERB
ajis02-287	260	24	,	,	PUNCT
ajis02-287	260	25	but	but	CCONJ
ajis02-287	260	26	without	without	ADP
ajis02-287	260	27	considering	consider	VERB
ajis02-287	260	28	indexes	index	NOUN
ajis02-287	260	29	.	.	PUNCT
ajis02-287	261	1	(	(	PUNCT
ajis02-287	261	2	labio	labio	PROPN
ajis02-287	261	3	,	,	PUNCT
ajis02-287	261	4	quass	quass	NOUN
ajis02-287	261	5	and	and	CCONJ
ajis02-287	261	6	adelberg	adelberg	NOUN
ajis02-287	261	7	1997	1997	NUM
ajis02-287	261	8	)	)	PUNCT
ajis02-287	261	9	has	have	AUX
ajis02-287	261	10	considered	consider	VERB
ajis02-287	261	11	both	both	CCONJ
ajis02-287	261	12	the	the	DET
ajis02-287	261	13	cost	cost	NOUN
ajis02-287	261	14	of	of	ADP
ajis02-287	261	15	subviews	subview	NOUN
ajis02-287	261	16	and	and	CCONJ
ajis02-287	261	17	indexing	indexing	NOUN
ajis02-287	261	18	in	in	ADP
ajis02-287	261	19	their	their	PRON
ajis02-287	261	20	optimal	optimal	ADJ
ajis02-287	261	21	view	view	NOUN
ajis02-287	261	22	selection	selection	NOUN
ajis02-287	261	23	algorithm	algorithm	NOUN
ajis02-287	261	24	.	.	PUNCT
ajis02-287	262	1	we	we	PRON
ajis02-287	262	2	now	now	ADV
ajis02-287	262	3	discuss	discuss	VERB
ajis02-287	262	4	a	a	DET
ajis02-287	262	5	heuristic	heuristic	NOUN
ajis02-287	262	6	(	(	PUNCT
ajis02-287	262	7	baralis	baralis	PROPN
ajis02-287	262	8	,	,	PUNCT
ajis02-287	262	9	paraboschi	paraboschi	NOUN
ajis02-287	262	10	and	and	CCONJ
ajis02-287	262	11	teniente	teniente	NOUN
ajis02-287	262	12	1997	1997	NUM
ajis02-287	262	13	)	)	PUNCT
ajis02-287	262	14	in	in	ADP
ajis02-287	262	15	detail	detail	NOUN
ajis02-287	262	16	which	which	PRON
ajis02-287	262	17	uses	use	VERB
ajis02-287	262	18	the	the	DET
ajis02-287	262	19	data	data	NOUN
ajis02-287	262	20	cube	cube	NOUN
ajis02-287	262	21	technology	technology	NOUN
ajis02-287	262	22	and	and	CCONJ
ajis02-287	262	23	the	the	DET
ajis02-287	262	24	lattice	lattice	PROPN
ajis02-287	262	25	model	model	NOUN
ajis02-287	262	26	.	.	PUNCT
ajis02-287	263	1	the	the	DET
ajis02-287	263	2	lattice	lattice	PROPN
ajis02-287	263	3	model	model	NOUN
ajis02-287	263	4	feeds	feed	VERB
ajis02-287	263	5	on	on	ADP
ajis02-287	263	6	the	the	DET
ajis02-287	263	7	attribute	attribute	NOUN
ajis02-287	263	8	hierarchy	hierarchy	NOUN
ajis02-287	263	9	defined	define	VERB
ajis02-287	263	10	earlier	early	ADV
ajis02-287	263	11	.	.	PUNCT
ajis02-287	264	1	the	the	DET
ajis02-287	264	2	nodes	node	NOUN
ajis02-287	264	3	in	in	ADP
ajis02-287	264	4	the	the	DET
ajis02-287	264	5	lattice	lattice	PROPN
ajis02-287	264	6	diagram	diagram	PROPN
ajis02-287	264	7	represent	represent	VERB
ajis02-287	264	8	views	view	NOUN
ajis02-287	264	9	(	(	PUNCT
ajis02-287	264	10	aggregated	aggregate	VERB
ajis02-287	264	11	on	on	ADP
ajis02-287	264	12	certain	certain	ADJ
ajis02-287	264	13	dimensions	dimension	NOUN
ajis02-287	264	14	)	)	PUNCT
ajis02-287	264	15	to	to	PART
ajis02-287	264	16	be	be	AUX
ajis02-287	264	17	materialized	materialize	VERB
ajis02-287	264	18	at	at	ADP
ajis02-287	264	19	the	the	DET
ajis02-287	264	20	data	data	NOUN
ajis02-287	264	21	warehouse	warehouse	NOUN
ajis02-287	264	22	.	.	PUNCT
ajis02-287	265	1	if	if	SCONJ
ajis02-287	265	2	the	the	DET
ajis02-287	265	3	dimensions	dimension	NOUN
ajis02-287	265	4	of	of	ADP
ajis02-287	265	5	two	two	NUM
ajis02-287	265	6	views	view	NOUN
ajis02-287	265	7	a	a	DET
ajis02-287	265	8	and	and	CCONJ
ajis02-287	265	9	b	b	NOUN
ajis02-287	265	10	exhibit	exhibit	NOUN
ajis02-287	265	11	attribute	attribute	NOUN
ajis02-287	265	12	hierarchy	hierarchy	NOUN
ajis02-287	265	13	such	such	ADJ
ajis02-287	265	14	that	that	SCONJ
ajis02-287	265	15	dim(a	dim(a	PROPN
ajis02-287	265	16	)	)	PUNCT
ajis02-287	265	17	-	-	PUNCT
ajis02-287	265	18	»	»	X
ajis02-287	265	19	dim(b	dim(b	PROPN
ajis02-287	265	20	)	)	PUNCT
ajis02-287	265	21	then	then	ADV
ajis02-287	265	22	there	there	PRON
ajis02-287	265	23	is	be	VERB
ajis02-287	265	24	an	an	DET
ajis02-287	265	25	edge	edge	NOUN
ajis02-287	265	26	from	from	ADP
ajis02-287	265	27	node	node	PROPN
ajis02-287	265	28	a	a	PRON
ajis02-287	265	29	to	to	ADP
ajis02-287	265	30	node	node	PROPN
ajis02-287	265	31	b.	b.	PROPN
ajis02-287	265	32	node	node	PROPN
ajis02-287	265	33	a	a	PRON
ajis02-287	265	34	is	be	AUX
ajis02-287	265	35	called	call	VERB
ajis02-287	265	36	the	the	DET
ajis02-287	265	37	ancestor	ancestor	NOUN
ajis02-287	265	38	node	node	NOUN
ajis02-287	265	39	and	and	CCONJ
ajis02-287	265	40	node	node	PROPN
ajis02-287	265	41	b	b	PROPN
ajis02-287	265	42	is	be	AUX
ajis02-287	265	43	called	call	VERB
ajis02-287	265	44	the	the	DET
ajis02-287	265	45	dependent	dependent	ADJ
ajis02-287	265	46	or	or	CCONJ
ajis02-287	265	47	descendant	descendant	ADJ
ajis02-287	265	48	node	node	NOUN
ajis02-287	265	49	.	.	PUNCT
ajis02-287	266	1	the	the	DET
ajis02-287	266	2	lattice	lattice	PROPN
ajis02-287	266	3	diagram	diagram	NOUN
ajis02-287	266	4	allows	allow	VERB
ajis02-287	266	5	us	we	PRON
ajis02-287	266	6	to	to	PART
ajis02-287	266	7	establish	establish	VERB
ajis02-287	266	8	relationships	relationship	NOUN
ajis02-287	266	9	between	between	ADP
ajis02-287	266	10	views	view	NOUN
ajis02-287	266	11	that	that	PRON
ajis02-287	266	12	need	need	VERB
ajis02-287	266	13	to	to	PART
ajis02-287	266	14	be	be	AUX
ajis02-287	266	15	materialized	materialize	VERB
ajis02-287	266	16	.	.	PUNCT
ajis02-287	267	1	some	some	DET
ajis02-287	267	2	queries	query	NOUN
ajis02-287	267	3	can	can	AUX
ajis02-287	267	4	be	be	AUX
ajis02-287	267	5	answered	answer	VERB
ajis02-287	267	6	by	by	ADP
ajis02-287	267	7	using	use	VERB
ajis02-287	267	8	the	the	DET
ajis02-287	267	9	already	already	ADV
ajis02-287	267	10	materialized	materialize	VERB
ajis02-287	267	11	views	view	NOUN
ajis02-287	267	12	at	at	ADP
ajis02-287	267	13	the	the	DET
ajis02-287	267	14	data	data	NOUN
ajis02-287	267	15	warehouse	warehouse	NOUN
ajis02-287	267	16	.	.	PUNCT
ajis02-287	268	1	for	for	ADP
ajis02-287	268	2	answering	answer	VERB
ajis02-287	268	3	such	such	ADJ
ajis02-287	268	4	queries	query	NOUN
ajis02-287	268	5	,	,	PUNCT
ajis02-287	268	6	it	it	PRON
ajis02-287	268	7	is	be	AUX
ajis02-287	268	8	not	not	PART
ajis02-287	268	9	necessary	necessary	ADJ
ajis02-287	268	10	to	to	PART
ajis02-287	268	11	use	use	VERB
ajis02-287	268	12	the	the	DET
ajis02-287	268	13	raw	raw	ADJ
ajis02-287	268	14	data	datum	NOUN
ajis02-287	268	15	.	.	PUNCT
ajis02-287	269	1	the	the	DET
ajis02-287	269	2	lattice	lattice	PROPN
ajis02-287	269	3	diagram	diagram	NOUN
ajis02-287	269	4	depicts	depict	VERB
ajis02-287	269	5	dependencies	dependency	NOUN
ajis02-287	269	6	between	between	ADP
ajis02-287	269	7	the	the	DET
ajis02-287	269	8	views	view	NOUN
ajis02-287	269	9	and	and	CCONJ
ajis02-287	269	10	a	a	DET
ajis02-287	269	11	good	good	ADJ
ajis02-287	269	12	view	view	NOUN
ajis02-287	269	13	selection	selection	NOUN
ajis02-287	269	14	heuristic	heuristic	NOUN
ajis02-287	269	15	exploits	exploit	VERB
ajis02-287	269	16	this	this	DET
ajis02-287	269	17	dependency	dependency	NOUN
ajis02-287	269	18	.	.	PUNCT
ajis02-287	270	1	the	the	DET
ajis02-287	270	2	view	view	NOUN
ajis02-287	270	3	selection	selection	NOUN
ajis02-287	270	4	algorithm	algorithm	NOUN
ajis02-287	270	5	tries	try	VERB
ajis02-287	270	6	to	to	PART
ajis02-287	270	7	minimize	minimize	VERB
ajis02-287	270	8	the	the	DET
ajis02-287	270	9	average	average	ADJ
ajis02-287	270	10	time	time	NOUN
ajis02-287	270	11	required	require	VERB
ajis02-287	270	12	to	to	PART
ajis02-287	270	13	evaluate	evaluate	VERB
ajis02-287	270	14	a	a	DET
ajis02-287	270	15	view	view	NOUN
ajis02-287	270	16	and	and	CCONJ
ajis02-287	270	17	also	also	ADV
ajis02-287	270	18	keeps	keep	VERB
ajis02-287	270	19	a	a	DET
ajis02-287	270	20	constraint	constraint	NOUN
ajis02-287	270	21	on	on	ADP
ajis02-287	270	22	49	49	NUM
ajis02-287	270	23	ajis	ajis	NOUN
ajis02-287	270	24	vol	vol	NOUN
ajis02-287	270	25	.	.	PROPN
ajis02-287	271	1	7	7	NUM
ajis02-287	272	1	no	no	NOUN
ajis02-287	272	2	.	.	NOUN
ajis02-287	272	3	1	1	NUM
ajis02-287	272	4	sept	sept	PROPN
ajis02-287	272	5	1999	1999	NUM
ajis02-287	272	6	the	the	DET
ajis02-287	272	7	space	space	NOUN
ajis02-287	272	8	requirements	requirement	NOUN
ajis02-287	272	9	.	.	PUNCT
ajis02-287	273	1	the	the	DET
ajis02-287	273	2	space	space	NOUN
ajis02-287	273	3	requirements	requirement	NOUN
ajis02-287	273	4	that	that	PRON
ajis02-287	273	5	can	can	AUX
ajis02-287	273	6	be	be	AUX
ajis02-287	273	7	expressed	express	VERB
ajis02-287	273	8	as	as	ADP
ajis02-287	273	9	the	the	DET
ajis02-287	273	10	number	number	NOUN
ajis02-287	273	11	of	of	ADP
ajis02-287	273	12	views	view	NOUN
ajis02-287	273	13	to	to	PART
ajis02-287	273	14	be	be	AUX
ajis02-287	273	15	materialized	materialize	VERB
ajis02-287	273	16	translates	translate	VERB
ajis02-287	273	17	this	this	PRON
ajis02-287	273	18	into	into	ADP
ajis02-287	273	19	an	an	DET
ajis02-287	273	20	optimisation	optimisation	NOUN
ajis02-287	273	21	problem	problem	NOUN
ajis02-287	273	22	that	that	PRON
ajis02-287	273	23	is	be	AUX
ajis02-287	273	24	np	np	INTJ
ajis02-287	273	25	-	-	PUNCT
ajis02-287	273	26	complete	complete	ADJ
ajis02-287	273	27	.	.	PUNCT
ajis02-287	274	1	an	an	DET
ajis02-287	274	2	approximate	approximate	ADJ
ajis02-287	274	3	and	and	CCONJ
ajis02-287	274	4	acceptable	acceptable	ADJ
ajis02-287	274	5	solution	solution	NOUN
ajis02-287	274	6	for	for	ADP
ajis02-287	274	7	this	this	DET
ajis02-287	274	8	problem	problem	NOUN
ajis02-287	274	9	is	be	AUX
ajis02-287	274	10	the	the	DET
ajis02-287	274	11	greedy	greedy	ADJ
ajis02-287	274	12	heuristic	heuristic	NOUN
ajis02-287	274	13	.	.	PUNCT
ajis02-287	275	1	the	the	DET
ajis02-287	275	2	greedy	greedy	ADJ
ajis02-287	275	3	algorithm	algorithm	NOUN
ajis02-287	275	4	selects	select	VERB
ajis02-287	275	5	a	a	DET
ajis02-287	275	6	view	view	NOUN
ajis02-287	275	7	from	from	ADP
ajis02-287	275	8	a	a	DET
ajis02-287	275	9	set	set	NOUN
ajis02-287	275	10	of	of	ADP
ajis02-287	275	11	views	view	NOUN
ajis02-287	275	12	depending	depend	VERB
ajis02-287	275	13	upon	upon	SCONJ
ajis02-287	275	14	the	the	DET
ajis02-287	275	15	benefit	benefit	NOUN
ajis02-287	275	16	yielded	yield	VERB
ajis02-287	275	17	on	on	ADP
ajis02-287	275	18	selecting	select	VERB
ajis02-287	275	19	that	that	DET
ajis02-287	275	20	view	view	NOUN
ajis02-287	275	21	.	.	PUNCT
ajis02-287	276	1	a	a	DET
ajis02-287	276	2	view	view	NOUN
ajis02-287	276	3	a	a	PRON
ajis02-287	276	4	that	that	PRON
ajis02-287	276	5	is	be	AUX
ajis02-287	276	6	materialized	materialize	VERB
ajis02-287	276	7	from	from	ADP
ajis02-287	276	8	view	view	NOUN
ajis02-287	276	9	b	b	PROPN
ajis02-287	276	10	incurs	incur	VERB
ajis02-287	276	11	a	a	DET
ajis02-287	276	12	materializing	materialize	VERB
ajis02-287	276	13	cost	cost	NOUN
ajis02-287	276	14	that	that	PRON
ajis02-287	276	15	is	be	AUX
ajis02-287	276	16	equal	equal	ADJ
ajis02-287	276	17	to	to	ADP
ajis02-287	276	18	the	the	DET
ajis02-287	276	19	number	number	NOUN
ajis02-287	276	20	of	of	ADP
ajis02-287	276	21	rows	row	NOUN
ajis02-287	276	22	in	in	ADP
ajis02-287	276	23	view	view	NOUN
ajis02-287	276	24	b.	b.	PROPN
ajis02-287	276	25	if	if	SCONJ
ajis02-287	276	26	there	there	PRON
ajis02-287	276	27	is	be	VERB
ajis02-287	276	28	a	a	DET
ajis02-287	276	29	view	view	NOUN
ajis02-287	276	30	c	c	NOUN
ajis02-287	276	31	(	(	PUNCT
ajis02-287	276	32	materialized	materialize	VERB
ajis02-287	276	33	on	on	ADP
ajis02-287	276	34	b	b	NOUN
ajis02-287	276	35	;	;	PUNCT
ajis02-287	276	36	number	number	NOUN
ajis02-287	276	37	of	of	ADP
ajis02-287	276	38	rows	row	NOUN
ajis02-287	276	39	in	in	ADP
ajis02-287	276	40	c	c	NOUN
ajis02-287	276	41	•	•	NOUN
ajis02-287	276	42	number	number	NOUN
ajis02-287	276	43	of	of	ADP
ajis02-287	276	44	rows	row	NOUN
ajis02-287	276	45	in	in	ADP
ajis02-287	276	46	b	b	NOUN
ajis02-287	276	47	)	)	PUNCT
ajis02-287	276	48	such	such	ADJ
ajis02-287	276	49	that	that	DET
ajis02-287	276	50	view	view	NOUN
ajis02-287	276	51	a	a	PRON
ajis02-287	276	52	can	can	AUX
ajis02-287	276	53	be	be	AUX
ajis02-287	276	54	derived	derive	VERB
ajis02-287	276	55	from	from	ADP
ajis02-287	276	56	c	c	PROPN
ajis02-287	276	57	,	,	PUNCT
ajis02-287	276	58	the	the	DET
ajis02-287	276	59	cost	cost	NOUN
ajis02-287	276	60	of	of	ADP
ajis02-287	276	61	materializing	materialize	VERB
ajis02-287	276	62	a	a	DET
ajis02-287	276	63	reduces	reduce	NOUN
ajis02-287	276	64	to	to	ADP
ajis02-287	276	65	the	the	DET
ajis02-287	276	66	number	number	NOUN
ajis02-287	276	67	of	of	ADP
ajis02-287	276	68	rows	row	NOUN
ajis02-287	276	69	in	in	ADP
ajis02-287	276	70	c.	c.	PROPN
ajis02-287	276	71	thus	thus	ADV
ajis02-287	276	72	the	the	DET
ajis02-287	276	73	benefit	benefit	NOUN
ajis02-287	276	74	of	of	ADP
ajis02-287	276	75	materializing	materialize	VERB
ajis02-287	276	76	view	view	NOUN
ajis02-287	276	77	c	c	NOUN
ajis02-287	276	78	includes	include	VERB
ajis02-287	276	79	the	the	DET
ajis02-287	276	80	benefit	benefit	NOUN
ajis02-287	276	81	incurred	incur	VERB
ajis02-287	276	82	by	by	ADP
ajis02-287	276	83	view	view	NOUN
ajis02-287	276	84	a	a	PRON
ajis02-287	276	85	in	in	ADP
ajis02-287	276	86	the	the	DET
ajis02-287	276	87	form	form	NOUN
ajis02-287	276	88	of	of	ADP
ajis02-287	276	89	reduction	reduction	NOUN
ajis02-287	276	90	in	in	ADP
ajis02-287	276	91	its	its	PRON
ajis02-287	276	92	materializing	materialize	VERB
ajis02-287	276	93	cost	cost	NOUN
ajis02-287	276	94	(	(	PUNCT
ajis02-287	276	95	number	number	NOUN
ajis02-287	276	96	of	of	ADP
ajis02-287	276	97	rows	row	NOUN
ajis02-287	276	98	in	in	ADP
ajis02-287	276	99	b	b	NOUN
ajis02-287	276	100	number	number	NOUN
ajis02-287	276	101	of	of	ADP
ajis02-287	276	102	rows	row	NOUN
ajis02-287	276	103	in	in	ADP
ajis02-287	276	104	c	c	NOUN
ajis02-287	276	105	)	)	PUNCT
ajis02-287	276	106	.	.	PUNCT
ajis02-287	277	1	the	the	DET
ajis02-287	277	2	greedy	greedy	ADJ
ajis02-287	277	3	heuristic	heuristic	ADJ
ajis02-287	277	4	selects	select	NOUN
ajis02-287	277	5	a	a	DET
ajis02-287	277	6	view	view	NOUN
ajis02-287	277	7	that	that	PRON
ajis02-287	277	8	maximizes	maximize	VERB
ajis02-287	277	9	the	the	DET
ajis02-287	277	10	benefit	benefit	NOUN
ajis02-287	277	11	that	that	PRON
ajis02-287	277	12	will	will	AUX
ajis02-287	277	13	be	be	AUX
ajis02-287	277	14	yielded	yield	VERB
ajis02-287	277	15	on	on	ADP
ajis02-287	277	16	materializing	materialize	VERB
ajis02-287	277	17	that	that	DET
ajis02-287	277	18	view	view	NOUN
ajis02-287	277	19	.	.	PUNCT
ajis02-287	278	1	the	the	DET
ajis02-287	278	2	benefit	benefit	NOUN
ajis02-287	278	3	of	of	ADP
ajis02-287	278	4	materializing	materialize	VERB
ajis02-287	278	5	each	each	DET
ajis02-287	278	6	dependent	dependent	ADJ
ajis02-287	278	7	view	view	NOUN
ajis02-287	278	8	(	(	PUNCT
ajis02-287	278	9	a	a	DET
ajis02-287	278	10	node	node	NOUN
ajis02-287	278	11	in	in	ADP
ajis02-287	278	12	the	the	DET
ajis02-287	278	13	lattice	lattice	PROPN
ajis02-287	278	14	diagram	diagram	PROPN
ajis02-287	278	15	)	)	PUNCT
ajis02-287	278	16	will	will	AUX
ajis02-287	278	17	change	change	VERB
ajis02-287	278	18	with	with	ADP
ajis02-287	278	19	the	the	DET
ajis02-287	278	20	selection	selection	NOUN
ajis02-287	278	21	of	of	ADP
ajis02-287	278	22	an	an	DET
ajis02-287	278	23	ancestor	ancestor	NOUN
ajis02-287	278	24	view	view	NOUN
ajis02-287	278	25	in	in	ADP
ajis02-287	278	26	the	the	DET
ajis02-287	278	27	data	datum	NOUN
ajis02-287	278	28	warehouse	warehouse	NOUN
ajis02-287	278	29	.	.	PUNCT
ajis02-287	279	1	after	after	SCONJ
ajis02-287	279	2	each	each	DET
ajis02-287	279	3	selection	selection	NOUN
ajis02-287	279	4	is	be	AUX
ajis02-287	279	5	made	make	VERB
ajis02-287	279	6	,	,	PUNCT
ajis02-287	279	7	the	the	DET
ajis02-287	279	8	benefit	benefit	NOUN
ajis02-287	279	9	at	at	ADP
ajis02-287	279	10	each	each	DET
ajis02-287	279	11	dependent	dependent	ADJ
ajis02-287	279	12	node	node	NOUN
ajis02-287	279	13	in	in	ADP
ajis02-287	279	14	the	the	DET
ajis02-287	279	15	lattice	lattice	NOUN
ajis02-287	279	16	is	be	AUX
ajis02-287	279	17	recalculated	recalculate	VERB
ajis02-287	279	18	and	and	CCONJ
ajis02-287	279	19	a	a	DET
ajis02-287	279	20	view	view	NOUN
ajis02-287	279	21	with	with	ADP
ajis02-287	279	22	maximum	maximum	ADJ
ajis02-287	279	23	benefit	benefit	NOUN
ajis02-287	279	24	is	be	AUX
ajis02-287	279	25	selected	select	VERB
ajis02-287	279	26	.	.	PUNCT
ajis02-287	280	1	it	it	PRON
ajis02-287	280	2	has	have	AUX
ajis02-287	280	3	been	be	AUX
ajis02-287	280	4	shown	show	VERB
ajis02-287	280	5	that	that	SCONJ
ajis02-287	280	6	the	the	DET
ajis02-287	280	7	greedy	greedy	ADJ
ajis02-287	280	8	algorithm	algorithm	NOUN
ajis02-287	280	9	is	be	AUX
ajis02-287	280	10	at	at	ADP
ajis02-287	280	11	least	least	ADJ
ajis02-287	280	12	3/4	3/4	NUM
ajis02-287	280	13	of	of	ADP
ajis02-287	280	14	optimal	optimal	ADJ
ajis02-287	280	15	.	.	PUNCT
ajis02-287	281	1	the	the	DET
ajis02-287	281	2	greedy	greedy	ADJ
ajis02-287	281	3	algorithm	algorithm	NOUN
ajis02-287	281	4	can	can	AUX
ajis02-287	281	5	be	be	AUX
ajis02-287	281	6	extended	extend	VERB
ajis02-287	281	7	to	to	PART
ajis02-287	281	8	restrict	restrict	VERB
ajis02-287	281	9	on	on	ADP
ajis02-287	281	10	actual	actual	ADJ
ajis02-287	281	11	space	space	NOUN
ajis02-287	281	12	requirements	requirement	NOUN
ajis02-287	281	13	rather	rather	ADV
ajis02-287	281	14	than	than	ADP
ajis02-287	281	15	the	the	DET
ajis02-287	281	16	number	number	NOUN
ajis02-287	281	17	of	of	ADP
ajis02-287	281	18	views	view	NOUN
ajis02-287	281	19	to	to	PART
ajis02-287	281	20	be	be	AUX
ajis02-287	281	21	materialized	materialize	VERB
ajis02-287	281	22	.	.	PUNCT
ajis02-287	282	1	the	the	DET
ajis02-287	282	2	frequency	frequency	NOUN
ajis02-287	282	3	with	with	ADP
ajis02-287	282	4	which	which	PRON
ajis02-287	282	5	the	the	DET
ajis02-287	282	6	views	view	NOUN
ajis02-287	282	7	are	be	AUX
ajis02-287	282	8	accessed	access	VERB
ajis02-287	282	9	can	can	AUX
ajis02-287	282	10	be	be	AUX
ajis02-287	282	11	incorporated	incorporate	VERB
ajis02-287	282	12	in	in	ADP
ajis02-287	282	13	this	this	DET
ajis02-287	282	14	algorithm	algorithm	NOUN
ajis02-287	282	15	.	.	PUNCT
ajis02-287	283	1	other	other	ADJ
ajis02-287	283	2	criteria	criterion	NOUN
ajis02-287	283	3	for	for	ADP
ajis02-287	283	4	selecting	select	VERB
ajis02-287	283	5	views	view	NOUN
ajis02-287	283	6	may	may	AUX
ajis02-287	283	7	also	also	ADV
ajis02-287	283	8	be	be	AUX
ajis02-287	283	9	based	base	VERB
ajis02-287	283	10	on	on	ADP
ajis02-287	283	11	the	the	DET
ajis02-287	283	12	way	way	NOUN
ajis02-287	283	13	the	the	DET
ajis02-287	283	14	views	view	NOUN
ajis02-287	283	15	are	be	AUX
ajis02-287	283	16	implemented	implement	VERB
ajis02-287	283	17	at	at	ADP
ajis02-287	283	18	the	the	DET
ajis02-287	283	19	warehouse	warehouse	NOUN
ajis02-287	283	20	.	.	PUNCT
ajis02-287	284	1	different	different	ADJ
ajis02-287	284	2	schema	schema	NOUN
ajis02-287	284	3	design	design	NOUN
ajis02-287	284	4	methods	method	NOUN
ajis02-287	284	5	will	will	AUX
ajis02-287	284	6	give	give	VERB
ajis02-287	284	7	different	different	ADJ
ajis02-287	284	8	set	set	NOUN
ajis02-287	284	9	of	of	ADP
ajis02-287	284	10	tables	table	NOUN
ajis02-287	284	11	at	at	ADP
ajis02-287	284	12	the	the	DET
ajis02-287	284	13	data	data	NOUN
ajis02-287	284	14	warehouse	warehouse	NOUN
ajis02-287	284	15	.	.	PUNCT
ajis02-287	285	1	view	view	NOUN
ajis02-287	285	2	maintenance	maintenance	VERB
ajis02-287	285	3	a	a	DET
ajis02-287	285	4	data	data	NOUN
ajis02-287	285	5	warehouse	warehouse	NOUN
ajis02-287	285	6	(	(	PUNCT
ajis02-287	285	7	dw	dw	NOUN
ajis02-287	285	8	)	)	PUNCT
ajis02-287	285	9	stores	store	NOUN
ajis02-287	285	10	integrated	integrate	VERB
ajis02-287	285	11	information	information	NOUN
ajis02-287	285	12	from	from	ADP
ajis02-287	285	13	multiple	multiple	ADJ
ajis02-287	285	14	data	datum	NOUN
ajis02-287	285	15	sources	source	NOUN
ajis02-287	285	16	in	in	ADP
ajis02-287	285	17	materialized	materialize	VERB
ajis02-287	285	18	views	view	NOUN
ajis02-287	285	19	(	(	PUNCT
ajis02-287	285	20	mv	mv	NOUN
ajis02-287	285	21	)	)	PUNCT
ajis02-287	285	22	over	over	ADP
ajis02-287	285	23	the	the	DET
ajis02-287	285	24	source	source	NOUN
ajis02-287	285	25	data	datum	NOUN
ajis02-287	285	26	.	.	PUNCT
ajis02-287	286	1	the	the	DET
ajis02-287	286	2	data	data	NOUN
ajis02-287	286	3	sources	source	NOUN
ajis02-287	286	4	(	(	PUNCT
ajis02-287	286	5	ds	ds	NOUN
ajis02-287	286	6	)	)	PUNCT
ajis02-287	286	7	may	may	AUX
ajis02-287	286	8	be	be	AUX
ajis02-287	286	9	heterogeneous	heterogeneous	ADJ
ajis02-287	286	10	,	,	PUNCT
ajis02-287	286	11	distributed	distributed	ADJ
ajis02-287	286	12	and	and	CCONJ
ajis02-287	286	13	autonomous	autonomous	ADJ
ajis02-287	286	14	.	.	PUNCT
ajis02-287	287	1	when	when	SCONJ
ajis02-287	287	2	the	the	DET
ajis02-287	287	3	data	datum	NOUN
ajis02-287	287	4	in	in	ADP
ajis02-287	287	5	any	any	DET
ajis02-287	287	6	source	source	NOUN
ajis02-287	287	7	(	(	PUNCT
ajis02-287	287	8	base	base	NOUN
ajis02-287	287	9	data	datum	NOUN
ajis02-287	287	10	)	)	PUNCT
ajis02-287	287	11	changes	change	NOUN
ajis02-287	287	12	,	,	PUNCT
ajis02-287	287	13	the	the	DET
ajis02-287	287	14	mvs	mvs	PROPN
ajis02-287	287	15	at	at	ADP
ajis02-287	287	16	the	the	DET
ajis02-287	287	17	dw	dw	NOUN
ajis02-287	287	18	need	need	VERB
ajis02-287	287	19	to	to	PART
ajis02-287	287	20	be	be	AUX
ajis02-287	287	21	updated	update	VERB
ajis02-287	287	22	accordingly	accordingly	ADV
ajis02-287	287	23	.	.	PUNCT
ajis02-287	288	1	the	the	DET
ajis02-287	288	2	process	process	NOUN
ajis02-287	288	3	of	of	ADP
ajis02-287	288	4	updating	update	VERB
ajis02-287	288	5	a	a	DET
ajis02-287	288	6	materialized	materialize	VERB
ajis02-287	288	7	view	view	NOUN
ajis02-287	288	8	in	in	ADP
ajis02-287	288	9	response	response	NOUN
ajis02-287	288	10	to	to	ADP
ajis02-287	288	11	the	the	DET
ajis02-287	288	12	changes	change	NOUN
ajis02-287	288	13	in	in	ADP
ajis02-287	288	14	the	the	DET
ajis02-287	288	15	underlying	underlie	VERB
ajis02-287	288	16	source	source	NOUN
ajis02-287	288	17	data	datum	NOUN
ajis02-287	288	18	is	be	AUX
ajis02-287	288	19	called	call	VERB
ajis02-287	288	20	view	view	NOUN
ajis02-287	288	21	maintenance	maintenance	NOUN
ajis02-287	288	22	.	.	PUNCT
ajis02-287	289	1	the	the	DET
ajis02-287	289	2	view	view	NOUN
ajis02-287	289	3	maintenance	maintenance	NOUN
ajis02-287	289	4	problem	problem	NOUN
ajis02-287	289	5	has	have	AUX
ajis02-287	289	6	evoked	evoke	VERB
ajis02-287	289	7	great	great	ADJ
ajis02-287	289	8	interest	interest	NOUN
ajis02-287	289	9	in	in	ADP
ajis02-287	289	10	the	the	DET
ajis02-287	289	11	past	past	ADJ
ajis02-287	289	12	few	few	ADJ
ajis02-287	289	13	years	year	NOUN
ajis02-287	289	14	.	.	PUNCT
ajis02-287	290	1	this	this	DET
ajis02-287	290	2	view	view	NOUN
ajis02-287	290	3	maintenance	maintenance	NOUN
ajis02-287	290	4	in	in	ADP
ajis02-287	290	5	such	such	DET
ajis02-287	290	6	a	a	DET
ajis02-287	290	7	distributed	distribute	VERB
ajis02-287	290	8	environment	environment	NOUN
ajis02-287	290	9	gives	give	VERB
ajis02-287	290	10	rise	rise	NOUN
ajis02-287	290	11	to	to	ADP
ajis02-287	290	12	inconsistencies	inconsistency	NOUN
ajis02-287	290	13	since	since	SCONJ
ajis02-287	290	14	there	there	PRON
ajis02-287	290	15	is	be	VERB
ajis02-287	290	16	a	a	DET
ajis02-287	290	17	finite	finite	ADJ
ajis02-287	290	18	unpredictable	unpredictable	ADJ
ajis02-287	290	19	amount	amount	NOUN
ajis02-287	290	20	of	of	ADP
ajis02-287	290	21	time	time	NOUN
ajis02-287	290	22	required	require	VERB
ajis02-287	290	23	for	for	ADP
ajis02-287	290	24	(	(	PUNCT
ajis02-287	290	25	a	a	X
ajis02-287	290	26	)	)	PUNCT
ajis02-287	290	27	propagating	propagate	VERB
ajis02-287	290	28	changes	change	NOUN
ajis02-287	290	29	from	from	ADP
ajis02-287	290	30	the	the	DET
ajis02-287	290	31	ds	ds	NOUN
ajis02-287	290	32	to	to	ADP
ajis02-287	290	33	the	the	DET
ajis02-287	290	34	dw	dw	PROPN
ajis02-287	290	35	and	and	CCONJ
ajis02-287	290	36	(	(	PUNCT
ajis02-287	290	37	b	b	NOUN
ajis02-287	290	38	)	)	PUNCT
ajis02-287	290	39	computing	compute	VERB
ajis02-287	290	40	view	view	NOUN
ajis02-287	290	41	updates	update	VERB
ajis02-287	290	42	in	in	ADP
ajis02-287	290	43	response	response	NOUN
ajis02-287	290	44	to	to	ADP
ajis02-287	290	45	these	these	DET
ajis02-287	290	46	changes	change	NOUN
ajis02-287	290	47	.	.	PUNCT
ajis02-287	291	1	data	datum	NOUN
ajis02-287	291	2	consistency	consistency	NOUN
ajis02-287	291	3	can	can	AUX
ajis02-287	291	4	be	be	AUX
ajis02-287	291	5	maintained	maintain	VERB
ajis02-287	291	6	at	at	ADP
ajis02-287	291	7	the	the	DET
ajis02-287	291	8	data	data	NOUN
ajis02-287	291	9	warehouse	warehouse	NOUN
ajis02-287	291	10	by	by	ADP
ajis02-287	291	11	performing	perform	VERB
ajis02-287	291	12	the	the	DET
ajis02-287	291	13	following	follow	VERB
ajis02-287	291	14	steps	step	NOUN
ajis02-287	291	15	:	:	PUNCT
ajis02-287	291	16	•	•	NUM
ajis02-287	291	17	propagate	propagate	ADJ
ajis02-287	291	18	changes	change	NOUN
ajis02-287	291	19	from	from	ADP
ajis02-287	291	20	the	the	DET
ajis02-287	291	21	data	datum	NOUN
ajis02-287	291	22	sources	source	NOUN
ajis02-287	291	23	(	(	PUNCT
ajis02-287	291	24	st	st	PROPN
ajis02-287	291	25	]	]	X
ajis02-287	291	26	current	current	ADJ
ajis02-287	291	27	state	state	NOUN
ajis02-287	291	28	of	of	ADP
ajis02-287	291	29	the	the	DET
ajis02-287	291	30	data	datum	NOUN
ajis02-287	291	31	sources	source	NOUN
ajis02-287	291	32	at	at	ADP
ajis02-287	291	33	the	the	DET
ajis02-287	291	34	time	time	NOUN
ajis02-287	291	35	of	of	ADP
ajis02-287	291	36	propagation	propagation	NOUN
ajis02-287	291	37	of	of	ADP
ajis02-287	291	38	these	these	DET
ajis02-287	291	39	changes	change	NOUN
ajis02-287	291	40	)	)	PUNCT
ajis02-287	291	41	to	to	ADP
ajis02-287	291	42	the	the	DET
ajis02-287	291	43	data	data	NOUN
ajis02-287	291	44	warehouse	warehouse	NOUN
ajis02-287	291	45	to	to	PART
ajis02-287	291	46	ensure	ensure	VERB
ajis02-287	291	47	that	that	SCONJ
ajis02-287	291	48	each	each	DET
ajis02-287	291	49	view	view	NOUN
ajis02-287	291	50	reflects	reflect	VERB
ajis02-287	291	51	a	a	DET
ajis02-287	291	52	consistent	consistent	ADJ
ajis02-287	291	53	state	state	NOUN
ajis02-287	291	54	of	of	ADP
ajis02-287	291	55	the	the	DET
ajis02-287	291	56	base	base	NOUN
ajis02-287	291	57	data	datum	NOUN
ajis02-287	291	58	.	.	PUNCT
ajis02-287	292	1	•	•	NUM
ajis02-287	292	2	compute	compute	NOUN
ajis02-287	292	3	view	view	NOUN
ajis02-287	292	4	updates	update	VERB
ajis02-287	292	5	in	in	ADP
ajis02-287	292	6	response	response	NOUN
ajis02-287	292	7	to	to	ADP
ajis02-287	292	8	these	these	DET
ajis02-287	292	9	changes	change	NOUN
ajis02-287	292	10	using	use	VERB
ajis02-287	292	11	the	the	DET
ajis02-287	292	12	state	state	NOUN
ajis02-287	292	13	stt	stt	PROPN
ajis02-287	292	14	of	of	ADP
ajis02-287	292	15	the	the	DET
ajis02-287	292	16	data	datum	NOUN
ajis02-287	292	17	sources	source	NOUN
ajis02-287	292	18	.	.	PUNCT
ajis02-287	293	1	•	•	NUM
ajis02-287	293	2	install	install	VERB
ajis02-287	293	3	the	the	DET
ajis02-287	293	4	view	view	NOUN
ajis02-287	293	5	updates	update	VERB
ajis02-287	293	6	at	at	ADP
ajis02-287	293	7	the	the	DET
ajis02-287	293	8	data	data	NOUN
ajis02-287	293	9	warehouse	warehouse	NOUN
ajis02-287	293	10	in	in	ADP
ajis02-287	293	11	the	the	DET
ajis02-287	293	12	same	same	ADJ
ajis02-287	293	13	order	order	NOUN
ajis02-287	293	14	as	as	SCONJ
ajis02-287	293	15	the	the	DET
ajis02-287	293	16	changes	change	NOUN
ajis02-287	293	17	have	have	AUX
ajis02-287	293	18	occurred	occur	VERB
ajis02-287	293	19	at	at	ADP
ajis02-287	293	20	the	the	DET
ajis02-287	293	21	data	datum	NOUN
ajis02-287	293	22	sources	source	NOUN
ajis02-287	293	23	.	.	PUNCT
ajis02-287	294	1	the	the	DET
ajis02-287	294	2	inconsistencies	inconsistency	NOUN
ajis02-287	294	3	at	at	ADP
ajis02-287	294	4	the	the	DET
ajis02-287	294	5	data	data	NOUN
ajis02-287	294	6	warehouse	warehouse	NOUN
ajis02-287	294	7	occur	occur	VERB
ajis02-287	294	8	since	since	SCONJ
ajis02-287	294	9	the	the	DET
ajis02-287	294	10	changes	change	NOUN
ajis02-287	294	11	that	that	PRON
ajis02-287	294	12	take	take	VERB
ajis02-287	294	13	place	place	NOUN
ajis02-287	294	14	at	at	ADP
ajis02-287	294	15	the	the	DET
ajis02-287	294	16	data	datum	NOUN
ajis02-287	294	17	sources	source	NOUN
ajis02-287	294	18	are	be	AUX
ajis02-287	294	19	random	random	ADJ
ajis02-287	294	20	and	and	CCONJ
ajis02-287	294	21	dynamic	dynamic	ADJ
ajis02-287	294	22	.	.	PUNCT
ajis02-287	295	1	before	before	SCONJ
ajis02-287	295	2	the	the	DET
ajis02-287	295	3	data	data	NOUN
ajis02-287	295	4	warehouse	warehouse	NOUN
ajis02-287	295	5	is	be	AUX
ajis02-287	295	6	able	able	ADJ
ajis02-287	295	7	to	to	PART
ajis02-287	295	8	compute	compute	VERB
ajis02-287	295	9	the	the	DET
ajis02-287	295	10	view	view	NOUN
ajis02-287	295	11	update	update	NOUN
ajis02-287	295	12	for	for	ADP
ajis02-287	295	13	the	the	DET
ajis02-287	295	14	old	old	ADJ
ajis02-287	295	15	changes	change	NOUN
ajis02-287	295	16	,	,	PUNCT
ajis02-287	295	17	the	the	DET
ajis02-287	295	18	new	new	ADJ
ajis02-287	295	19	changes	change	NOUN
ajis02-287	295	20	change	change	VERB
ajis02-287	295	21	the	the	DET
ajis02-287	295	22	state	state	NOUN
ajis02-287	295	23	of	of	ADP
ajis02-287	295	24	the	the	DET
ajis02-287	295	25	data	datum	NOUN
ajis02-287	295	26	sources	source	NOUN
ajis02-287	295	27	from	from	ADP
ajis02-287	295	28	st	st	PROPN
ajis02-287	295	29	]	]	PUNCT
ajis02-287	295	30	to	to	ADP
ajis02-287	295	31	st2	st2	PROPN
ajis02-287	295	32	.	.	PUNCT
ajis02-287	296	1	this	this	PRON
ajis02-287	296	2	violates	violate	VERB
ajis02-287	296	3	the	the	DET
ajis02-287	296	4	consistency	consistency	NOUN
ajis02-287	296	5	criterion	criterion	NOUN
ajis02-287	296	6	that	that	PRON
ajis02-287	296	7	were	be	AUX
ajis02-287	296	8	listed	list	VERB
ajis02-287	296	9	.	.	PUNCT
ajis02-287	297	1	making	make	VERB
ajis02-287	297	2	the	the	DET
ajis02-287	297	3	mvs	mvs	NOUN
ajis02-287	297	4	at	at	ADP
ajis02-287	297	5	the	the	DET
ajis02-287	297	6	data	data	NOUN
ajis02-287	297	7	warehouse	warehouse	NOUN
ajis02-287	297	8	self	self	NOUN
ajis02-287	297	9	-	-	PUNCT
ajis02-287	297	10	maintainable	maintainable	ADJ
ajis02-287	297	11	decimates	decimate	VERB
ajis02-287	297	12	the	the	DET
ajis02-287	297	13	problem	problem	NOUN
ajis02-287	297	14	of	of	ADP
ajis02-287	297	15	inconsistencies	inconsistency	NOUN
ajis02-287	297	16	by	by	ADP
ajis02-287	297	17	eliminating	eliminate	VERB
ajis02-287	297	18	the	the	DET
ajis02-287	297	19	finite	finite	PROPN
ajis02-287	297	20	unpredictable	unpredictable	ADJ
ajis02-287	297	21	time	time	NOUN
ajis02-287	297	22	required	require	VERB
ajis02-287	297	23	to	to	PART
ajis02-287	297	24	query	query	VERB
ajis02-287	297	25	the	the	DET
ajis02-287	297	26	data	datum	NOUN
ajis02-287	297	27	source	source	NOUN
ajis02-287	297	28	for	for	ADP
ajis02-287	297	29	computing	compute	VERB
ajis02-287	297	30	the	the	DET
ajis02-287	297	31	view	view	NOUN
ajis02-287	297	32	updates	update	VERB
ajis02-287	297	33	.	.	PUNCT
ajis02-287	298	1	in	in	ADP
ajis02-287	298	2	the	the	DET
ajis02-287	298	3	next	next	ADJ
ajis02-287	298	4	subsection	subsection	NOUN
ajis02-287	298	5	,	,	PUNCT
ajis02-287	298	6	the	the	DET
ajis02-287	298	7	self	self	NOUN
ajis02-287	298	8	-	-	PUNCT
ajis02-287	298	9	maintenance	maintenance	NOUN
ajis02-287	298	10	of	of	ADP
ajis02-287	298	11	materialized	materialize	VERB
ajis02-287	298	12	views	view	NOUN
ajis02-287	298	13	at	at	ADP
ajis02-287	298	14	the	the	DET
ajis02-287	298	15	data	data	NOUN
ajis02-287	298	16	warehouse	warehouse	NOUN
ajis02-287	298	17	is	be	AUX
ajis02-287	298	18	described	describe	VERB
ajis02-287	298	19	.	.	PUNCT
ajis02-287	299	1	self	self	NOUN
ajis02-287	299	2	-	-	PUNCT
ajis02-287	299	3	maintenance	maintenance	NOUN
ajis02-287	299	4	consider	consider	VERB
ajis02-287	299	5	a	a	DET
ajis02-287	299	6	materialized	materialize	VERB
ajis02-287	299	7	view	view	NOUN
ajis02-287	299	8	mv	mv	PROPN
ajis02-287	299	9	at	at	ADP
ajis02-287	299	10	the	the	DET
ajis02-287	299	11	data	data	NOUN
ajis02-287	299	12	warehouse	warehouse	NOUN
ajis02-287	299	13	defined	define	VERB
ajis02-287	299	14	over	over	ADP
ajis02-287	299	15	a	a	DET
ajis02-287	299	16	set	set	NOUN
ajis02-287	299	17	of	of	ADP
ajis02-287	299	18	base	base	NOUN
ajis02-287	299	19	relations	relation	NOUN
ajis02-287	299	20	r	r	NOUN
ajis02-287	300	1	=	=	PUNCT
ajis02-287	301	1	[	[	X
ajis02-287	301	2	r	r	X
ajis02-287	301	3	]	]	X
ajis02-287	301	4	,	,	PUNCT
ajis02-287	301	5	r2	r2	PROPN
ajis02-287	301	6	,	,	PUNCT
ajis02-287	301	7	....	....	PUNCT
ajis02-287	301	8	/	/	PUNCT
ajis02-287	301	9	?	?	PUNCT
ajis02-287	301	10	„	„	PUNCT
ajis02-287	301	11	}	}	PUNCT
ajis02-287	301	12	.	.	PUNCT
ajis02-287	302	1	mv	mv	PROPN
ajis02-287	302	2	stores	store	NOUN
ajis02-287	302	3	a	a	DET
ajis02-287	302	4	preprocessed	preprocesse	VERB
ajis02-287	302	5	query	query	NOUN
ajis02-287	302	6	at	at	ADP
ajis02-287	302	7	the	the	DET
ajis02-287	302	8	data	data	NOUN
ajis02-287	302	9	warehouse	warehouse	NOUN
ajis02-287	302	10	.	.	PUNCT
ajis02-287	303	1	the	the	DET
ajis02-287	303	2	set	set	NOUN
ajis02-287	303	3	of	of	ADP
ajis02-287	303	4	base	base	NOUN
ajis02-287	303	5	relations	relation	NOUN
ajis02-287	303	6	r	r	NOUN
ajis02-287	303	7	may	may	AUX
ajis02-287	303	8	reside	reside	VERB
ajis02-287	303	9	in	in	ADP
ajis02-287	303	10	one	one	NUM
ajis02-287	303	11	data	datum	NOUN
ajis02-287	303	12	source	source	NOUN
ajis02-287	303	13	or	or	CCONJ
ajis02-287	303	14	in	in	ADP
ajis02-287	303	15	multiple	multiple	ADJ
ajis02-287	303	16	,	,	PUNCT
ajis02-287	303	17	heterogenous	heterogenous	ADJ
ajis02-287	303	18	data	data	NOUN
ajis02-287	303	19	sources	source	NOUN
ajis02-287	303	20	.	.	PUNCT
ajis02-287	304	1	a	a	DET
ajis02-287	304	2	change	change	NOUN
ajis02-287	304	3	a/?j	a/?j	AUX
ajis02-287	304	4	made	make	VERB
ajis02-287	304	5	to	to	ADP
ajis02-287	304	6	the	the	DET
ajis02-287	304	7	relation	relation	NOUN
ajis02-287	304	8	r	r	NOUN
ajis02-287	304	9	,	,	PUNCT
ajis02-287	304	10	might	might	AUX
ajis02-287	304	11	affect	affect	VERB
ajis02-287	304	12	mv	mv	PROPN
ajis02-287	304	13	.	.	PUNCT
ajis02-287	305	1	mv	mv	PROPN
ajis02-287	305	2	is	be	AUX
ajis02-287	305	3	defined	define	VERB
ajis02-287	305	4	to	to	PART
ajis02-287	305	5	be	be	AUX
ajis02-287	305	6	self	self	NOUN
ajis02-287	305	7	-	-	PUNCT
ajis02-287	305	8	maintainable	maintainable	ADJ
ajis02-287	305	9	if	if	SCONJ
ajis02-287	305	10	a	a	DET
ajis02-287	305	11	change	change	NOUN
ajis02-287	305	12	amv	amv	PROPN
ajis02-287	305	13	in	in	ADP
ajis02-287	305	14	mv	mv	PROPN
ajis02-287	305	15	,	,	PUNCT
ajis02-287	305	16	in	in	ADP
ajis02-287	305	17	response	response	NOUN
ajis02-287	305	18	to	to	ADP
ajis02-287	305	19	the	the	DET
ajis02-287	305	20	change	change	NOUN
ajis02-287	305	21	ar	ar	NOUN
ajis02-287	305	22	,	,	PUNCT
ajis02-287	305	23	can	can	AUX
ajis02-287	305	24	be	be	AUX
ajis02-287	305	25	computed	compute	VERB
ajis02-287	305	26	using	use	VERB
ajis02-287	305	27	only	only	ADV
ajis02-287	305	28	the	the	DET
ajis02-287	305	29	mv	mv	PROPN
ajis02-287	305	30	and	and	CCONJ
ajis02-287	305	31	the	the	DET
ajis02-287	305	32	update	update	NOUN
ajis02-287	305	33	arj	arj	PROPN
ajis02-287	305	34	.	.	PUNCT
ajis02-287	306	1	but	but	CCONJ
ajis02-287	306	2	the	the	DET
ajis02-287	306	3	data	data	NOUN
ajis02-287	306	4	warehouse	warehouse	NOUN
ajis02-287	306	5	might	might	AUX
ajis02-287	306	6	need	need	VERB
ajis02-287	306	7	some	some	DET
ajis02-287	306	8	additional	additional	ADJ
ajis02-287	306	9	information	information	NOUN
ajis02-287	306	10	from	from	ADP
ajis02-287	306	11	other	other	ADJ
ajis02-287	306	12	relations	relation	NOUN
ajis02-287	306	13	in	in	ADP
ajis02-287	306	14	the	the	DET
ajis02-287	306	15	set	set	NOUN
ajis02-287	306	16	r	r	NOUN
ajis02-287	306	17	residing	reside	VERB
ajis02-287	306	18	in	in	ADP
ajis02-287	306	19	one	one	NUM
ajis02-287	306	20	or	or	CCONJ
ajis02-287	306	21	more	more	ADJ
ajis02-287	306	22	data	datum	NOUN
ajis02-287	306	23	sources	source	NOUN
ajis02-287	306	24	to	to	PART
ajis02-287	306	25	compute	compute	VERB
ajis02-287	306	26	the	the	DET
ajis02-287	306	27	view	view	NOUN
ajis02-287	306	28	update	update	NOUN
ajis02-287	306	29	amv	amv	PROPN
ajis02-287	306	30	.	.	PUNCT
ajis02-287	307	1	since	since	SCONJ
ajis02-287	307	2	the	the	DET
ajis02-287	307	3	underlying	underlie	VERB
ajis02-287	307	4	data	datum	NOUN
ajis02-287	307	5	sources	source	NOUN
ajis02-287	307	6	are	be	AUX
ajis02-287	307	7	decoupled	decouple	VERB
ajis02-287	307	8	from	from	ADP
ajis02-287	307	9	the	the	DET
ajis02-287	307	10	data	datum	NOUN
ajis02-287	307	11	warehouse	warehouse	NOUN
ajis02-287	307	12	,	,	PUNCT
ajis02-287	307	13	this	this	PRON
ajis02-287	307	14	requires	require	VERB
ajis02-287	307	15	a	a	DET
ajis02-287	307	16	finite	finite	ADJ
ajis02-287	307	17	computation	computation	NOUN
ajis02-287	307	18	time	time	NOUN
ajis02-287	307	19	.	.	PUNCT
ajis02-287	308	1	also	also	ADV
ajis02-287	308	2	the	the	DET
ajis02-287	308	3	random	random	ADJ
ajis02-287	308	4	changes	change	NOUN
ajis02-287	308	5	at	at	ADP
ajis02-287	308	6	the	the	DET
ajis02-287	308	7	data	datum	NOUN
ajis02-287	308	8	sources	source	NOUN
ajis02-287	308	9	can	can	AUX
ajis02-287	308	10	give	give	VERB
ajis02-287	308	11	rise	rise	NOUN
ajis02-287	308	12	to	to	ADP
ajis02-287	308	13	inconsistencies	inconsistency	NOUN
ajis02-287	308	14	at	at	ADP
ajis02-287	308	15	the	the	DET
ajis02-287	308	16	data	data	NOUN
ajis02-287	308	17	warehouse	warehouse	NOUN
ajis02-287	308	18	.	.	PUNCT
ajis02-287	309	1	some	some	DET
ajis02-287	309	2	data	data	NOUN
ajis02-287	309	3	sources	source	NOUN
ajis02-287	309	4	may	may	AUX
ajis02-287	309	5	not	not	PART
ajis02-287	309	6	support	support	VERB
ajis02-287	309	7	full	full	ADJ
ajis02-287	309	8	database	database	NOUN
ajis02-287	309	9	functionalities	functionality	NOUN
ajis02-287	309	10	and	and	CCONJ
ajis02-287	309	11	querying	query	VERB
ajis02-287	309	12	such	such	ADJ
ajis02-287	309	13	sources	source	NOUN
ajis02-287	309	14	to	to	PART
ajis02-287	309	15	compute	compute	VERB
ajis02-287	309	16	the	the	DET
ajis02-287	309	17	view	view	NOUN
ajis02-287	309	18	updates	update	NOUN
ajis02-287	309	19	might	might	AUX
ajis02-287	309	20	be	be	AUX
ajis02-287	309	21	a	a	DET
ajis02-287	309	22	cumbersome	cumbersome	ADJ
ajis02-287	309	23	,	,	PUNCT
ajis02-287	309	24	even	even	ADV
ajis02-287	309	25	an	an	DET
ajis02-287	309	26	impossible	impossible	ADJ
ajis02-287	309	27	task	task	NOUN
ajis02-287	309	28	.	.	PUNCT
ajis02-287	310	1	because	because	SCONJ
ajis02-287	310	2	of	of	ADP
ajis02-287	310	3	these	these	DET
ajis02-287	310	4	problems	problem	NOUN
ajis02-287	310	5	,	,	PUNCT
ajis02-287	310	6	the	the	DET
ajis02-287	310	7	preprocessed	preprocesse	VERB
ajis02-287	310	8	query	query	NOUN
ajis02-287	310	9	that	that	PRON
ajis02-287	310	10	is	be	AUX
ajis02-287	310	11	materialized	materialize	VERB
ajis02-287	310	12	at	at	ADP
ajis02-287	310	13	the	the	DET
ajis02-287	310	14	warehouse	warehouse	NOUN
ajis02-287	310	15	needs	need	VERB
ajis02-287	310	16	to	to	PART
ajis02-287	310	17	be	be	AUX
ajis02-287	310	18	maintained	maintain	VERB
ajis02-287	310	19	without	without	ADP
ajis02-287	310	20	access	access	NOUN
ajis02-287	310	21	to	to	ADP
ajis02-287	310	22	the	the	DET
ajis02-287	310	23	base	base	NOUN
ajis02-287	310	24	relations	relation	NOUN
ajis02-287	310	25	.	.	PUNCT
ajis02-287	311	1	one	one	NUM
ajis02-287	311	2	of	of	ADP
ajis02-287	311	3	the	the	DET
ajis02-287	311	4	approaches	approach	NOUN
ajis02-287	311	5	is	be	AUX
ajis02-287	311	6	to	to	PART
ajis02-287	311	7	replicate	replicate	VERB
ajis02-287	311	8	all	all	DET
ajis02-287	311	9	base	base	NOUN
ajis02-287	311	10	data	datum	NOUN
ajis02-287	311	11	in	in	ADP
ajis02-287	311	12	its	its	PRON
ajis02-287	311	13	entirety	entirety	NOUN
ajis02-287	311	14	at	at	ADP
ajis02-287	311	15	the	the	DET
ajis02-287	311	16	data	data	NOUN
ajis02-287	311	17	warehouse	warehouse	NOUN
ajis02-287	311	18	so	so	SCONJ
ajis02-287	311	19	that	that	SCONJ
ajis02-287	311	20	maintenance	maintenance	NOUN
ajis02-287	311	21	of	of	ADP
ajis02-287	311	22	the	the	DET
ajis02-287	311	23	mv	mv	PROPN
ajis02-287	311	24	becomes	become	VERB
ajis02-287	311	25	local	local	ADJ
ajis02-287	311	26	to	to	ADP
ajis02-287	311	27	the	the	DET
ajis02-287	311	28	data	data	NOUN
ajis02-287	311	29	warehouse	warehouse	NOUN
ajis02-287	311	30	(	(	PUNCT
ajis02-287	311	31	gupta	gupta	NOUN
ajis02-287	311	32	and	and	CCONJ
ajis02-287	311	33	murnick	murnick	NOUN
ajis02-287	311	34	1995	1995	NUM
ajis02-287	311	35	;	;	PUNCT
ajis02-287	311	36	gupta	gupta	PROPN
ajis02-287	311	37	,	,	PUNCT
ajis02-287	311	38	mumick	mumick	ADJ
ajis02-287	311	39	and	and	CCONJ
ajis02-287	311	40	subrahmanian	subrahmanian	ADJ
ajis02-287	311	41	1993	1993	NUM
ajis02-287	311	42	;	;	PUNCT
ajis02-287	311	43	kuchenhoff	kuchenhoff	PROPN
ajis02-287	311	44	1991	1991	NUM
ajis02-287	311	45	)	)	PUNCT
ajis02-287	311	46	.	.	PUNCT
ajis02-287	312	1	although	although	SCONJ
ajis02-287	312	2	this	this	DET
ajis02-287	312	3	approach	approach	NOUN
ajis02-287	312	4	guarantees	guarantee	VERB
ajis02-287	312	5	self	self	NOUN
ajis02-287	312	6	-	-	PUNCT
ajis02-287	312	7	maintainability	maintainability	NOUN
ajis02-287	312	8	at	at	ADP
ajis02-287	312	9	the	the	DET
ajis02-287	312	10	warehouse	warehouse	NOUN
ajis02-287	312	11	,	,	PUNCT
ajis02-287	312	12	it	it	PRON
ajis02-287	312	13	creates	create	VERB
ajis02-287	312	14	new	new	ADJ
ajis02-287	312	15	problems	problem	NOUN
ajis02-287	312	16	.	.	PUNCT
ajis02-287	313	1	as	as	ADV
ajis02-287	313	2	more	more	ADJ
ajis02-287	313	3	and	and	CCONJ
ajis02-287	313	4	more	more	ADJ
ajis02-287	313	5	data	datum	NOUN
ajis02-287	313	6	is	be	AUX
ajis02-287	313	7	added	add	VERB
ajis02-287	313	8	to	to	ADP
ajis02-287	313	9	the	the	DET
ajis02-287	313	10	warehouse	warehouse	NOUN
ajis02-287	313	11	,	,	PUNCT
ajis02-287	313	12	it	it	PRON
ajis02-287	313	13	increases	increase	VERB
ajis02-287	313	14	the	the	DET
ajis02-287	313	15	space	space	NOUN
ajis02-287	313	16	complexity	complexity	NOUN
ajis02-287	313	17	and	and	CCONJ
ajis02-287	313	18	gives	give	VERB
ajis02-287	313	19	rise	rise	NOUN
ajis02-287	313	20	to	to	ADP
ajis02-287	313	21	information	information	NOUN
ajis02-287	313	22	redundancy	redundancy	NOUN
ajis02-287	313	23	which	which	PRON
ajis02-287	313	24	might	might	AUX
ajis02-287	313	25	lead	lead	VERB
ajis02-287	313	26	to	to	ADP
ajis02-287	313	27	inconsistencies	inconsistency	NOUN
ajis02-287	313	28	.	.	PUNCT
ajis02-287	314	1	this	this	DET
ajis02-287	314	2	approach	approach	NOUN
ajis02-287	314	3	also	also	ADV
ajis02-287	314	4	overlooks	overlook	VERB
ajis02-287	314	5	the	the	DET
ajis02-287	314	6	point	point	NOUN
ajis02-287	314	7	that	that	SCONJ
ajis02-287	314	8	the	the	DET
ajis02-287	314	9	base	base	NOUN
ajis02-287	314	10	tuples	tuple	NOUN
ajis02-287	314	11	might	might	AUX
ajis02-287	314	12	be	be	AUX
ajis02-287	314	13	present	present	ADJ
ajis02-287	314	14	in	in	ADP
ajis02-287	314	15	the	the	DET
ajis02-287	314	16	view	view	NOUN
ajis02-287	314	17	itself	itself	PRON
ajis02-287	314	18	,	,	PUNCT
ajis02-287	314	19	so	so	CCONJ
ajis02-287	314	20	the	the	DET
ajis02-287	314	21	view	view	NOUN
ajis02-287	314	22	instance	instance	NOUN
ajis02-287	314	23	,	,	PUNCT
ajis02-287	314	24	the	the	DET
ajis02-287	314	25	base	base	NOUN
ajis02-287	314	26	update	update	NOUN
ajis02-287	314	27	and	and	CCONJ
ajis02-287	314	28	a	a	DET
ajis02-287	314	29	subset	subset	NOUN
ajis02-287	314	30	of	of	ADP
ajis02-287	314	31	the	the	DET
ajis02-287	314	32	base	base	NOUN
ajis02-287	314	33	relations	relation	NOUN
ajis02-287	314	34	might	might	AUX
ajis02-287	314	35	be	be	AUX
ajis02-287	314	36	sufficient	sufficient	ADJ
ajis02-287	314	37	to	to	PART
ajis02-287	314	38	achieve	achieve	VERB
ajis02-287	314	39	self	self	NOUN
ajis02-287	314	40	-	-	PUNCT
ajis02-287	314	41	maintainability	maintainability	NOUN
ajis02-287	314	42	in	in	ADP
ajis02-287	314	43	the	the	DET
ajis02-287	314	44	case	case	NOUN
ajis02-287	314	45	of	of	ADP
ajis02-287	314	46	spj	spj	X
ajis02-287	314	47	(	(	PUNCT
ajis02-287	314	48	select	select	ADJ
ajis02-287	314	49	-	-	PUNCT
ajis02-287	314	50	project	project	NOUN
ajis02-287	314	51	-	-	PUNCT
ajis02-287	314	52	join	join	NOUN
ajis02-287	314	53	)	)	PUNCT
ajis02-287	314	54	views	view	NOUN
ajis02-287	314	55	(	(	PUNCT
ajis02-287	314	56	huyn	huyn	ADJ
ajis02-287	314	57	1997	1997	NUM
ajis02-287	314	58	)	)	PUNCT
ajis02-287	314	59	.	.	PUNCT
ajis02-287	315	1	but	but	CCONJ
ajis02-287	315	2	how	how	SCONJ
ajis02-287	315	3	can	can	AUX
ajis02-287	315	4	the	the	DET
ajis02-287	315	5	subset	subset	NOUN
ajis02-287	315	6	50	50	NUM
ajis02-287	315	7	ajis	ajis	NOUN
ajis02-287	315	8	vol	vol	NOUN
ajis02-287	315	9	.	.	PROPN
ajis02-287	316	1	7	7	NUM
ajis02-287	317	1	no	no	NOUN
ajis02-287	317	2	.	.	NOUN
ajis02-287	317	3	1	1	NUM
ajis02-287	317	4	sept	sept	PROPN
ajis02-287	317	5	1999	1999	NUM
ajis02-287	317	6	of	of	ADP
ajis02-287	317	7	the	the	DET
ajis02-287	317	8	base	base	NOUN
ajis02-287	317	9	relations	relation	NOUN
ajis02-287	317	10	that	that	PRON
ajis02-287	317	11	is	be	AUX
ajis02-287	317	12	needed	need	VERB
ajis02-287	317	13	to	to	PART
ajis02-287	317	14	compute	compute	VERB
ajis02-287	317	15	the	the	DET
ajis02-287	317	16	view	view	NOUN
ajis02-287	317	17	updates	update	NOUN
ajis02-287	317	18	be	be	AUX
ajis02-287	317	19	stored	store	VERB
ajis02-287	317	20	at	at	ADP
ajis02-287	317	21	dw1	dw1	NOUN
ajis02-287	317	22	this	this	DET
ajis02-287	317	23	question	question	NOUN
ajis02-287	317	24	was	be	AUX
ajis02-287	317	25	addressed	address	VERB
ajis02-287	317	26	in	in	ADP
ajis02-287	317	27	(	(	PUNCT
ajis02-287	317	28	quass	quass	PROPN
ajis02-287	317	29	,	,	PUNCT
ajis02-287	317	30	et	et	PROPN
ajis02-287	317	31	al	al	PROPN
ajis02-287	317	32	.	.	PROPN
ajis02-287	317	33	1996	1996	NUM
ajis02-287	317	34	)	)	PUNCT
ajis02-287	317	35	,	,	PUNCT
ajis02-287	317	36	which	which	PRON
ajis02-287	317	37	defines	define	VERB
ajis02-287	317	38	a	a	DET
ajis02-287	317	39	set	set	NOUN
ajis02-287	317	40	of	of	ADP
ajis02-287	317	41	minimal	minimal	ADJ
ajis02-287	317	42	auxiliary	auxiliary	ADJ
ajis02-287	317	43	views	view	NOUN
ajis02-287	317	44	(	(	PUNCT
ajis02-287	317	45	avs	avs	PROPN
ajis02-287	317	46	)	)	PUNCT
ajis02-287	317	47	to	to	PART
ajis02-287	317	48	materialize	materialize	VERB
ajis02-287	317	49	that	that	PRON
ajis02-287	317	50	are	be	AUX
ajis02-287	317	51	sufficient	sufficient	ADJ
ajis02-287	317	52	to	to	PART
ajis02-287	317	53	make	make	VERB
ajis02-287	317	54	a	a	DET
ajis02-287	317	55	view	view	NOUN
ajis02-287	317	56	self	self	NOUN
ajis02-287	317	57	-	-	PUNCT
ajis02-287	317	58	maintainable	maintainable	ADJ
ajis02-287	317	59	.	.	PUNCT
ajis02-287	318	1	although	although	SCONJ
ajis02-287	318	2	materializing	materialize	VERB
ajis02-287	318	3	auxiliary	auxiliary	ADJ
ajis02-287	318	4	views	view	NOUN
ajis02-287	318	5	at	at	ADP
ajis02-287	318	6	the	the	DET
ajis02-287	318	7	dw	dw	PROPN
ajis02-287	318	8	was	be	AUX
ajis02-287	318	9	a	a	DET
ajis02-287	318	10	novel	novel	ADJ
ajis02-287	318	11	concept	concept	NOUN
ajis02-287	318	12	,	,	PUNCT
ajis02-287	318	13	the	the	DET
ajis02-287	318	14	minimality	minimality	NOUN
ajis02-287	318	15	of	of	ADP
ajis02-287	318	16	auxiliary	auxiliary	ADJ
ajis02-287	318	17	views	view	NOUN
ajis02-287	318	18	defined	define	VERB
ajis02-287	318	19	was	be	AUX
ajis02-287	318	20	still	still	ADV
ajis02-287	318	21	questionable	questionable	ADJ
ajis02-287	318	22	since	since	SCONJ
ajis02-287	318	23	the	the	DET
ajis02-287	318	24	mv	mv	PROPN
ajis02-287	318	25	instance	instance	NOUN
ajis02-287	318	26	was	be	AUX
ajis02-287	318	27	never	never	ADV
ajis02-287	318	28	exploited	exploit	VERB
ajis02-287	318	29	for	for	ADP
ajis02-287	318	30	selfmaintenance	selfmaintenance	NOUN
ajis02-287	318	31	.	.	PUNCT
ajis02-287	319	1	most	most	ADJ
ajis02-287	319	2	of	of	ADP
ajis02-287	319	3	the	the	DET
ajis02-287	319	4	current	current	ADJ
ajis02-287	319	5	approaches	approach	NOUN
ajis02-287	319	6	maintain	maintain	VERB
ajis02-287	319	7	the	the	DET
ajis02-287	319	8	mvs	mvs	NOUN
ajis02-287	319	9	separately	separately	ADV
ajis02-287	319	10	from	from	ADP
ajis02-287	319	11	each	each	DET
ajis02-287	319	12	other	other	ADJ
ajis02-287	319	13	using	use	VERB
ajis02-287	319	14	a	a	DET
ajis02-287	319	15	separate	separate	ADJ
ajis02-287	319	16	view	view	NOUN
ajis02-287	319	17	manager	manager	NOUN
ajis02-287	319	18	for	for	ADP
ajis02-287	319	19	each	each	DET
ajis02-287	319	20	view	view	NOUN
ajis02-287	319	21	and	and	CCONJ
ajis02-287	319	22	such	such	ADJ
ajis02-287	319	23	approaches	approach	NOUN
ajis02-287	319	24	fail	fail	VERB
ajis02-287	319	25	to	to	PART
ajis02-287	319	26	recognize	recognize	VERB
ajis02-287	319	27	that	that	SCONJ
ajis02-287	319	28	these	these	DET
ajis02-287	319	29	views	view	NOUN
ajis02-287	319	30	can	can	AUX
ajis02-287	319	31	be	be	AUX
ajis02-287	319	32	maintained	maintain	VERB
ajis02-287	319	33	together	together	ADV
ajis02-287	319	34	by	by	ADP
ajis02-287	319	35	identifying	identify	VERB
ajis02-287	319	36	the	the	DET
ajis02-287	319	37	set	set	NOUN
ajis02-287	319	38	of	of	ADP
ajis02-287	319	39	related	related	ADJ
ajis02-287	319	40	materialized	materialize	VERB
ajis02-287	319	41	views	view	NOUN
ajis02-287	319	42	.	.	PUNCT
ajis02-287	320	1	this	this	DET
ajis02-287	320	2	issue	issue	NOUN
ajis02-287	320	3	of	of	ADP
ajis02-287	320	4	multiple	multiple	ADJ
ajis02-287	320	5	-	-	PUNCT
ajis02-287	320	6	view	view	NOUN
ajis02-287	320	7	self	self	NOUN
ajis02-287	320	8	-	-	PUNCT
ajis02-287	320	9	maintenance	maintenance	NOUN
ajis02-287	320	10	was	be	AUX
ajis02-287	320	11	addressed	address	VERB
ajis02-287	320	12	for	for	ADP
ajis02-287	320	13	the	the	DET
ajis02-287	320	14	first	first	ADJ
ajis02-287	320	15	time	time	NOUN
ajis02-287	320	16	in	in	ADP
ajis02-287	320	17	(	(	PUNCT
ajis02-287	320	18	huyn	huyn	ADJ
ajis02-287	320	19	1997	1997	NUM
ajis02-287	320	20	)	)	PUNCT
ajis02-287	320	21	.	.	PUNCT
ajis02-287	321	1	in	in	ADP
ajis02-287	321	2	some	some	DET
ajis02-287	321	3	approaches	approach	NOUN
ajis02-287	321	4	to	to	ADP
ajis02-287	321	5	multiple	multiple	ADJ
ajis02-287	321	6	-	-	PUNCT
ajis02-287	321	7	view	view	NOUN
ajis02-287	321	8	self	self	NOUN
ajis02-287	321	9	-	-	PUNCT
ajis02-287	321	10	maintenance	maintenance	NOUN
ajis02-287	321	11	,	,	PUNCT
ajis02-287	321	12	a	a	DET
ajis02-287	321	13	set	set	NOUN
ajis02-287	321	14	of	of	ADP
ajis02-287	321	15	auxiliary	auxiliary	ADJ
ajis02-287	321	16	views	view	NOUN
ajis02-287	321	17	(	(	PUNCT
ajis02-287	321	18	av	av	NOUN
ajis02-287	321	19	)	)	PUNCT
ajis02-287	321	20	are	be	AUX
ajis02-287	321	21	stored	store	VERB
ajis02-287	321	22	at	at	ADP
ajis02-287	321	23	the	the	DET
ajis02-287	321	24	data	data	NOUN
ajis02-287	321	25	warehouse	warehouse	NOUN
ajis02-287	321	26	along	along	ADP
ajis02-287	321	27	with	with	ADP
ajis02-287	321	28	the	the	DET
ajis02-287	321	29	set	set	NOUN
ajis02-287	321	30	of	of	ADP
ajis02-287	321	31	materialized	materialize	VERB
ajis02-287	321	32	views	view	NOUN
ajis02-287	321	33	(	(	PUNCT
ajis02-287	321	34	mv	mv	NOUN
ajis02-287	321	35	)	)	PUNCT
ajis02-287	321	36	such	such	ADJ
ajis02-287	321	37	that	that	SCONJ
ajis02-287	321	38	together	together	ADV
ajis02-287	322	1	mv	mv	PROPN
ajis02-287	322	2	u	u	PROPN
ajis02-287	322	3	a	a	DET
ajis02-287	322	4	v	v	NOUN
ajis02-287	322	5	is	be	AUX
ajis02-287	322	6	self	self	NOUN
ajis02-287	322	7	-	-	PUNCT
ajis02-287	322	8	maintainable	maintainable	ADJ
ajis02-287	322	9	.	.	PUNCT
ajis02-287	323	1	the	the	DET
ajis02-287	323	2	research	research	NOUN
ajis02-287	323	3	challenge	challenge	NOUN
ajis02-287	323	4	lies	lie	VERB
ajis02-287	323	5	in	in	ADP
ajis02-287	323	6	finding	find	VERB
ajis02-287	323	7	the	the	DET
ajis02-287	323	8	most	most	ADV
ajis02-287	323	9	economical	economical	ADJ
ajis02-287	323	10	avs	avs	NOUN
ajis02-287	323	11	in	in	ADP
ajis02-287	323	12	terms	term	NOUN
ajis02-287	323	13	of	of	ADP
ajis02-287	323	14	space	space	NOUN
ajis02-287	323	15	complexity	complexity	NOUN
ajis02-287	323	16	and	and	CCONJ
ajis02-287	323	17	computational	computational	ADJ
ajis02-287	323	18	costs	cost	NOUN
ajis02-287	323	19	.	.	PUNCT
ajis02-287	324	1	the	the	DET
ajis02-287	324	2	view	view	NOUN
ajis02-287	324	3	self	self	NOUN
ajis02-287	324	4	maintenance	maintenance	NOUN
ajis02-287	324	5	is	be	AUX
ajis02-287	324	6	still	still	ADV
ajis02-287	324	7	an	an	DET
ajis02-287	324	8	active	active	ADJ
ajis02-287	324	9	research	research	NOUN
ajis02-287	324	10	problem	problem	NOUN
ajis02-287	324	11	.	.	PUNCT
ajis02-287	325	1	it	it	PRON
ajis02-287	325	2	is	be	AUX
ajis02-287	325	3	not	not	PART
ajis02-287	325	4	always	always	ADV
ajis02-287	325	5	feasible	feasible	ADJ
ajis02-287	325	6	to	to	PART
ajis02-287	325	7	provide	provide	VERB
ajis02-287	325	8	selfmaintainability	selfmaintainability	NOUN
ajis02-287	325	9	of	of	ADP
ajis02-287	325	10	the	the	DET
ajis02-287	325	11	views	view	NOUN
ajis02-287	325	12	at	at	ADP
ajis02-287	325	13	the	the	DET
ajis02-287	325	14	data	data	NOUN
ajis02-287	325	15	warehouse	warehouse	NOUN
ajis02-287	325	16	.	.	PUNCT
ajis02-287	326	1	when	when	SCONJ
ajis02-287	326	2	the	the	DET
ajis02-287	326	3	cost	cost	NOUN
ajis02-287	326	4	of	of	ADP
ajis02-287	326	5	providing	provide	VERB
ajis02-287	326	6	self	self	NOUN
ajis02-287	326	7	-	-	PUNCT
ajis02-287	326	8	maintainability	maintainability	NOUN
ajis02-287	326	9	exceeds	exceed	VERB
ajis02-287	326	10	the	the	DET
ajis02-287	326	11	cost	cost	NOUN
ajis02-287	326	12	of	of	ADP
ajis02-287	326	13	querying	query	VERB
ajis02-287	326	14	data	datum	NOUN
ajis02-287	326	15	sources	source	NOUN
ajis02-287	326	16	for	for	ADP
ajis02-287	326	17	computing	compute	VERB
ajis02-287	326	18	view	view	NOUN
ajis02-287	326	19	updates	update	VERB
ajis02-287	326	20	,	,	PUNCT
ajis02-287	326	21	it	it	PRON
ajis02-287	326	22	is	be	AUX
ajis02-287	326	23	profitable	profitable	ADJ
ajis02-287	326	24	to	to	PART
ajis02-287	326	25	allow	allow	VERB
ajis02-287	326	26	querying	query	VERB
ajis02-287	326	27	of	of	ADP
ajis02-287	326	28	data	datum	NOUN
ajis02-287	326	29	sources	source	NOUN
ajis02-287	326	30	instead	instead	ADV
ajis02-287	326	31	.	.	PUNCT
ajis02-287	327	1	consistency	consistency	NOUN
ajis02-287	327	2	maintenance	maintenance	NOUN
ajis02-287	327	3	current	current	ADJ
ajis02-287	327	4	research	research	NOUN
ajis02-287	327	5	has	have	AUX
ajis02-287	327	6	also	also	ADV
ajis02-287	327	7	concentrated	concentrate	VERB
ajis02-287	327	8	on	on	ADP
ajis02-287	327	9	ensuring	ensure	VERB
ajis02-287	327	10	consistency	consistency	NOUN
ajis02-287	327	11	of	of	ADP
ajis02-287	327	12	the	the	DET
ajis02-287	327	13	data	data	NOUN
ajis02-287	327	14	warehouse	warehouse	NOUN
ajis02-287	327	15	when	when	SCONJ
ajis02-287	327	16	the	the	DET
ajis02-287	327	17	mvs	mvs	PROPN
ajis02-287	327	18	are	be	AUX
ajis02-287	327	19	not	not	PART
ajis02-287	327	20	self	self	NOUN
ajis02-287	327	21	-	-	PUNCT
ajis02-287	327	22	maintainable	maintainable	ADJ
ajis02-287	327	23	since	since	SCONJ
ajis02-287	327	24	it	it	PRON
ajis02-287	327	25	is	be	AUX
ajis02-287	327	26	not	not	PART
ajis02-287	327	27	always	always	ADV
ajis02-287	327	28	possible	possible	ADJ
ajis02-287	327	29	to	to	PART
ajis02-287	327	30	provide	provide	VERB
ajis02-287	327	31	for	for	ADP
ajis02-287	327	32	complete	complete	ADJ
ajis02-287	327	33	self	self	NOUN
ajis02-287	327	34	-	-	PUNCT
ajis02-287	327	35	maintainability	maintainability	NOUN
ajis02-287	327	36	at	at	ADP
ajis02-287	327	37	the	the	DET
ajis02-287	327	38	data	data	NOUN
ajis02-287	327	39	warehouse	warehouse	NOUN
ajis02-287	327	40	.	.	PUNCT
ajis02-287	328	1	the	the	DET
ajis02-287	328	2	eca	eca	PROPN
ajis02-287	328	3	family	family	NOUN
ajis02-287	328	4	of	of	ADP
ajis02-287	328	5	algorithms	algorithm	NOUN
ajis02-287	328	6	(	(	PUNCT
ajis02-287	328	7	zhuge	zhuge	PROPN
ajis02-287	328	8	,	,	PUNCT
ajis02-287	328	9	et	et	PROPN
ajis02-287	328	10	al	al	PROPN
ajis02-287	328	11	.	.	PROPN
ajis02-287	328	12	1995	1995	NUM
ajis02-287	328	13	)	)	PUNCT
ajis02-287	328	14	introduces	introduce	VERB
ajis02-287	328	15	the	the	DET
ajis02-287	328	16	problem	problem	NOUN
ajis02-287	328	17	and	and	CCONJ
ajis02-287	328	18	solves	solve	VERB
ajis02-287	328	19	it	it	PRON
ajis02-287	328	20	partially	partially	ADV
ajis02-287	328	21	.	.	PUNCT
ajis02-287	329	1	the	the	DET
ajis02-287	329	2	strobe	strobe	PROPN
ajis02-287	329	3	algorithm	algorithm	PROPN
ajis02-287	329	4	(	(	PUNCT
ajis02-287	329	5	zhuge	zhuge	PROPN
ajis02-287	329	6	,	,	PUNCT
ajis02-287	329	7	garcia	garcia	PROPN
ajis02-287	329	8	-	-	PUNCT
ajis02-287	329	9	molina	molina	PROPN
ajis02-287	329	10	and	and	CCONJ
ajis02-287	329	11	widom	widom	NOUN
ajis02-287	329	12	1996	1996	NUM
ajis02-287	329	13	)	)	PUNCT
ajis02-287	329	14	introduces	introduce	VERB
ajis02-287	329	15	the	the	DET
ajis02-287	329	16	concept	concept	NOUN
ajis02-287	329	17	of	of	ADP
ajis02-287	329	18	queuing	queue	VERB
ajis02-287	329	19	the	the	DET
ajis02-287	329	20	view	view	NOUN
ajis02-287	329	21	updates	update	NOUN
ajis02-287	329	22	in	in	ADP
ajis02-287	329	23	the	the	DET
ajis02-287	329	24	action	action	NOUN
ajis02-287	329	25	-	-	PUNCT
ajis02-287	329	26	list	list	NOUN
ajis02-287	329	27	at	at	ADP
ajis02-287	329	28	the	the	DET
ajis02-287	329	29	data	data	NOUN
ajis02-287	329	30	warehouse	warehouse	NOUN
ajis02-287	329	31	and	and	CCONJ
ajis02-287	329	32	installing	instal	VERB
ajis02-287	329	33	the	the	DET
ajis02-287	329	34	updates	update	NOUN
ajis02-287	329	35	only	only	ADV
ajis02-287	329	36	when	when	SCONJ
ajis02-287	329	37	the	the	DET
ajis02-287	329	38	unanswered	unanswered	ADJ
ajis02-287	329	39	query	query	NOUN
ajis02-287	329	40	set	set	NOUN
ajis02-287	329	41	(	(	PUNCT
ajis02-287	329	42	uqs	uqs	NOUN
ajis02-287	329	43	)	)	PUNCT
ajis02-287	329	44	is	be	AUX
ajis02-287	329	45	empty	empty	ADJ
ajis02-287	329	46	.	.	PUNCT
ajis02-287	330	1	the	the	DET
ajis02-287	330	2	algorithm	algorithm	NOUN
ajis02-287	330	3	solves	solve	VERB
ajis02-287	330	4	the	the	DET
ajis02-287	330	5	consistency	consistency	NOUN
ajis02-287	330	6	problem	problem	NOUN
ajis02-287	330	7	but	but	CCONJ
ajis02-287	330	8	is	be	AUX
ajis02-287	330	9	subject	subject	ADJ
ajis02-287	330	10	to	to	ADP
ajis02-287	330	11	the	the	DET
ajis02-287	330	12	potential	potential	ADJ
ajis02-287	330	13	threat	threat	NOUN
ajis02-287	330	14	of	of	ADP
ajis02-287	330	15	infinite	infinite	ADJ
ajis02-287	330	16	waiting	waiting	NOUN
ajis02-287	330	17	.	.	PUNCT
ajis02-287	331	1	there	there	PRON
ajis02-287	331	2	are	be	VERB
ajis02-287	331	3	other	other	ADJ
ajis02-287	331	4	mechanisms	mechanism	NOUN
ajis02-287	331	5	that	that	PRON
ajis02-287	331	6	are	be	AUX
ajis02-287	331	7	based	base	VERB
ajis02-287	331	8	on	on	ADP
ajis02-287	331	9	time	time	NOUN
ajis02-287	331	10	stamping	stamp	VERB
ajis02-287	331	11	the	the	DET
ajis02-287	331	12	view	view	NOUN
ajis02-287	331	13	updates	update	NOUN
ajis02-287	331	14	(	(	PUNCT
ajis02-287	331	15	baralis	baralis	PROPN
ajis02-287	331	16	,	,	PUNCT
ajis02-287	331	17	ceri	ceri	PROPN
ajis02-287	331	18	and	and	CCONJ
ajis02-287	331	19	paraboschi	paraboschi	NOUN
ajis02-287	331	20	1996	1996	NUM
ajis02-287	331	21	)	)	PUNCT
ajis02-287	331	22	.	.	PUNCT
ajis02-287	332	1	these	these	DET
ajis02-287	332	2	methods	method	NOUN
ajis02-287	332	3	do	do	AUX
ajis02-287	332	4	not	not	PART
ajis02-287	332	5	address	address	VERB
ajis02-287	332	6	the	the	DET
ajis02-287	332	7	consistency	consistency	NOUN
ajis02-287	332	8	problems	problem	NOUN
ajis02-287	332	9	in	in	ADP
ajis02-287	332	10	their	their	PRON
ajis02-287	332	11	entirety	entirety	NOUN
ajis02-287	332	12	and	and	CCONJ
ajis02-287	332	13	also	also	ADV
ajis02-287	332	14	assume	assume	VERB
ajis02-287	332	15	the	the	DET
ajis02-287	332	16	notion	notion	NOUN
ajis02-287	332	17	of	of	ADP
ajis02-287	332	18	global	global	ADJ
ajis02-287	332	19	time	time	NOUN
ajis02-287	332	20	.	.	PUNCT
ajis02-287	333	1	we	we	PRON
ajis02-287	333	2	propose	propose	VERB
ajis02-287	333	3	that	that	SCONJ
ajis02-287	333	4	the	the	DET
ajis02-287	333	5	self	self	NOUN
ajis02-287	333	6	-	-	PUNCT
ajis02-287	333	7	maintainability	maintainability	NOUN
ajis02-287	333	8	of	of	ADP
ajis02-287	333	9	views	view	NOUN
ajis02-287	333	10	at	at	ADP
ajis02-287	333	11	the	the	DET
ajis02-287	333	12	data	data	NOUN
ajis02-287	333	13	warehouse	warehouse	NOUN
ajis02-287	333	14	should	should	AUX
ajis02-287	333	15	be	be	AUX
ajis02-287	333	16	a	a	DET
ajis02-287	333	17	dynamic	dynamic	ADJ
ajis02-287	333	18	property	property	NOUN
ajis02-287	333	19	.	.	PUNCT
ajis02-287	334	1	the	the	DET
ajis02-287	334	2	cost	cost	NOUN
ajis02-287	334	3	of	of	ADP
ajis02-287	334	4	providing	provide	VERB
ajis02-287	334	5	self	self	NOUN
ajis02-287	334	6	-	-	PUNCT
ajis02-287	334	7	maintainability	maintainability	NOUN
ajis02-287	334	8	should	should	AUX
ajis02-287	334	9	be	be	AUX
ajis02-287	334	10	continuously	continuously	ADV
ajis02-287	334	11	monitored	monitor	VERB
ajis02-287	334	12	and	and	CCONJ
ajis02-287	334	13	when	when	SCONJ
ajis02-287	334	14	this	this	DET
ajis02-287	334	15	cost	cost	NOUN
ajis02-287	334	16	increases	increase	NOUN
ajis02-287	334	17	beyond	beyond	ADP
ajis02-287	334	18	a	a	DET
ajis02-287	334	19	certain	certain	ADJ
ajis02-287	334	20	threshold	threshold	NOUN
ajis02-287	334	21	,	,	PUNCT
ajis02-287	334	22	the	the	DET
ajis02-287	334	23	maintenance	maintenance	NOUN
ajis02-287	334	24	mechanism	mechanism	NOUN
ajis02-287	334	25	should	should	AUX
ajis02-287	334	26	be	be	AUX
ajis02-287	334	27	shifted	shift	VERB
ajis02-287	334	28	to	to	ADP
ajis02-287	334	29	querying	query	VERB
ajis02-287	334	30	data	datum	NOUN
ajis02-287	334	31	sources	source	NOUN
ajis02-287	334	32	to	to	PART
ajis02-287	334	33	compute	compute	VERB
ajis02-287	334	34	the	the	DET
ajis02-287	334	35	view	view	NOUN
ajis02-287	334	36	updates	update	VERB
ajis02-287	334	37	.	.	PUNCT
ajis02-287	335	1	this	this	DET
ajis02-287	335	2	threshold	threshold	NOUN
ajis02-287	335	3	can	can	AUX
ajis02-287	335	4	be	be	AUX
ajis02-287	335	5	computed	compute	VERB
ajis02-287	335	6	depending	depend	VERB
ajis02-287	335	7	on	on	ADP
ajis02-287	335	8	the	the	DET
ajis02-287	335	9	cost	cost	NOUN
ajis02-287	335	10	of	of	ADP
ajis02-287	335	11	querying	query	VERB
ajis02-287	335	12	data	datum	NOUN
ajis02-287	335	13	sources	source	NOUN
ajis02-287	335	14	.	.	PUNCT
ajis02-287	336	1	an	an	DET
ajis02-287	336	2	effective	effective	ADJ
ajis02-287	336	3	algorithm	algorithm	NOUN
ajis02-287	336	4	that	that	PRON
ajis02-287	336	5	provides	provide	VERB
ajis02-287	336	6	this	this	DET
ajis02-287	336	7	dynamism	dynamism	NOUN
ajis02-287	336	8	and	and	CCONJ
ajis02-287	336	9	efficient	efficient	ADJ
ajis02-287	336	10	garbage	garbage	NOUN
ajis02-287	336	11	collection	collection	NOUN
ajis02-287	336	12	is	be	AUX
ajis02-287	336	13	the	the	DET
ajis02-287	336	14	need	need	NOUN
ajis02-287	336	15	of	of	ADP
ajis02-287	336	16	the	the	DET
ajis02-287	336	17	hour	hour	NOUN
ajis02-287	336	18	.	.	PUNCT
ajis02-287	337	1	update	update	NOUN
ajis02-287	337	2	filtering	filter	VERB
ajis02-287	337	3	the	the	DET
ajis02-287	337	4	changes	change	NOUN
ajis02-287	337	5	that	that	PRON
ajis02-287	337	6	take	take	VERB
ajis02-287	337	7	place	place	NOUN
ajis02-287	337	8	in	in	ADP
ajis02-287	337	9	the	the	DET
ajis02-287	337	10	source	source	NOUN
ajis02-287	337	11	data	datum	NOUN
ajis02-287	337	12	need	need	VERB
ajis02-287	337	13	to	to	PART
ajis02-287	337	14	be	be	AUX
ajis02-287	337	15	reflected	reflect	VERB
ajis02-287	337	16	at	at	ADP
ajis02-287	337	17	the	the	DET
ajis02-287	337	18	data	data	NOUN
ajis02-287	337	19	warehouse	warehouse	NOUN
ajis02-287	337	20	.	.	PUNCT
ajis02-287	338	1	some	some	DET
ajis02-287	338	2	changes	change	NOUN
ajis02-287	338	3	may	may	AUX
ajis02-287	338	4	create	create	VERB
ajis02-287	338	5	view	view	NOUN
ajis02-287	338	6	updates	update	NOUN
ajis02-287	338	7	that	that	PRON
ajis02-287	338	8	need	need	VERB
ajis02-287	338	9	to	to	PART
ajis02-287	338	10	installed	instal	VERB
ajis02-287	338	11	at	at	ADP
ajis02-287	338	12	the	the	DET
ajis02-287	338	13	data	data	NOUN
ajis02-287	338	14	warehouse	warehouse	NOUN
ajis02-287	338	15	;	;	PUNCT
ajis02-287	338	16	some	some	DET
ajis02-287	338	17	changes	change	NOUN
ajis02-287	338	18	leave	leave	VERB
ajis02-287	338	19	the	the	DET
ajis02-287	338	20	views	view	NOUN
ajis02-287	338	21	at	at	ADP
ajis02-287	338	22	the	the	DET
ajis02-287	338	23	data	data	NOUN
ajis02-287	338	24	warehouse	warehouse	NOUN
ajis02-287	338	25	unchanged	unchanged	ADJ
ajis02-287	338	26	.	.	PUNCT
ajis02-287	339	1	if	if	SCONJ
ajis02-287	339	2	it	it	PRON
ajis02-287	339	3	is	be	AUX
ajis02-287	339	4	possible	possible	ADJ
ajis02-287	339	5	to	to	PART
ajis02-287	339	6	detect	detect	VERB
ajis02-287	339	7	at	at	ADP
ajis02-287	339	8	the	the	DET
ajis02-287	339	9	data	data	NOUN
ajis02-287	339	10	source	source	NOUN
ajis02-287	339	11	that	that	SCONJ
ajis02-287	339	12	certain	certain	ADJ
ajis02-287	339	13	changes	change	NOUN
ajis02-287	339	14	are	be	AUX
ajis02-287	339	15	guaranteed	guarantee	VERB
ajis02-287	339	16	to	to	PART
ajis02-287	339	17	leave	leave	VERB
ajis02-287	339	18	the	the	DET
ajis02-287	339	19	views	view	NOUN
ajis02-287	339	20	unchanged	unchanged	ADJ
ajis02-287	339	21	,	,	PUNCT
ajis02-287	339	22	we	we	PRON
ajis02-287	339	23	need	need	AUX
ajis02-287	339	24	not	not	PART
ajis02-287	339	25	propagate	propagate	VERB
ajis02-287	339	26	these	these	DET
ajis02-287	339	27	changes	change	NOUN
ajis02-287	339	28	to	to	ADP
ajis02-287	339	29	the	the	DET
ajis02-287	339	30	data	datum	NOUN
ajis02-287	339	31	warehouse	warehouse	NOUN
ajis02-287	339	32	.	.	PUNCT
ajis02-287	340	1	this	this	PRON
ajis02-287	340	2	would	would	AUX
ajis02-287	340	3	require	require	VERB
ajis02-287	340	4	checking	checking	NOUN
ajis02-287	340	5	of	of	ADP
ajis02-287	340	6	distributed	distribute	VERB
ajis02-287	340	7	integrity	integrity	NOUN
ajis02-287	340	8	constraints	constraint	NOUN
ajis02-287	340	9	at	at	ADP
ajis02-287	340	10	a	a	DET
ajis02-287	340	11	single	single	ADJ
ajis02-287	340	12	site	site	NOUN
ajis02-287	340	13	.	.	PUNCT
ajis02-287	341	1	as	as	SCONJ
ajis02-287	341	2	many	many	ADJ
ajis02-287	341	3	changes	change	NOUN
ajis02-287	341	4	as	as	ADP
ajis02-287	341	5	possible	possible	ADJ
ajis02-287	341	6	can	can	AUX
ajis02-287	341	7	be	be	AUX
ajis02-287	341	8	filtered	filter	VERB
ajis02-287	341	9	at	at	ADP
ajis02-287	341	10	the	the	DET
ajis02-287	341	11	sources	source	NOUN
ajis02-287	341	12	and	and	CCONJ
ajis02-287	341	13	only	only	ADV
ajis02-287	341	14	the	the	DET
ajis02-287	341	15	changes	change	NOUN
ajis02-287	341	16	that	that	PRON
ajis02-287	341	17	result	result	VERB
ajis02-287	341	18	in	in	ADP
ajis02-287	341	19	view	view	NOUN
ajis02-287	341	20	updates	update	NOUN
ajis02-287	341	21	may	may	AUX
ajis02-287	341	22	be	be	AUX
ajis02-287	341	23	propagated	propagate	VERB
ajis02-287	341	24	to	to	ADP
ajis02-287	341	25	the	the	DET
ajis02-287	341	26	warehouse	warehouse	NOUN
ajis02-287	341	27	.	.	PUNCT
ajis02-287	342	1	the	the	DET
ajis02-287	342	2	update	update	NOUN
ajis02-287	342	3	filtering	filtering	NOUN
ajis02-287	342	4	will	will	AUX
ajis02-287	342	5	reduce	reduce	VERB
ajis02-287	342	6	the	the	DET
ajis02-287	342	7	size	size	NOUN
ajis02-287	342	8	of	of	ADP
ajis02-287	342	9	the	the	DET
ajis02-287	342	10	maintenance	maintenance	NOUN
ajis02-287	342	11	transactions	transaction	NOUN
ajis02-287	342	12	at	at	ADP
ajis02-287	342	13	the	the	DET
ajis02-287	342	14	data	datum	NOUN
ajis02-287	342	15	warehouse	warehouse	NOUN
ajis02-287	342	16	,	,	PUNCT
ajis02-287	342	17	thus	thus	ADV
ajis02-287	342	18	minimizing	minimize	VERB
ajis02-287	342	19	the	the	DET
ajis02-287	342	20	time	time	NOUN
ajis02-287	342	21	required	require	VERB
ajis02-287	342	22	to	to	PART
ajis02-287	342	23	make	make	VERB
ajis02-287	342	24	the	the	DET
ajis02-287	342	25	data	datum	NOUN
ajis02-287	342	26	warehouse	warehouse	NOUN
ajis02-287	342	27	consistent	consistent	ADJ
ajis02-287	342	28	with	with	ADP
ajis02-287	342	29	the	the	DET
ajis02-287	342	30	data	datum	NOUN
ajis02-287	342	31	sources	source	NOUN
ajis02-287	342	32	.	.	PUNCT
ajis02-287	343	1	the	the	DET
ajis02-287	343	2	side	side	ADJ
ajis02-287	343	3	effect	effect	NOUN
ajis02-287	343	4	of	of	ADP
ajis02-287	343	5	update	update	NOUN
ajis02-287	343	6	filtering	filtering	NOUN
ajis02-287	343	7	is	be	AUX
ajis02-287	343	8	that	that	SCONJ
ajis02-287	343	9	we	we	PRON
ajis02-287	343	10	need	need	VERB
ajis02-287	343	11	to	to	PART
ajis02-287	343	12	make	make	VERB
ajis02-287	343	13	our	our	PRON
ajis02-287	343	14	data	datum	NOUN
ajis02-287	343	15	sources	source	NOUN
ajis02-287	343	16	(	(	PUNCT
ajis02-287	343	17	and	and	CCONJ
ajis02-287	343	18	the	the	DET
ajis02-287	343	19	wrapper	wrapper	NOUN
ajis02-287	343	20	/	/	SYM
ajis02-287	343	21	monitor	monitor	NOUN
ajis02-287	343	22	)	)	PUNCT
ajis02-287	343	23	components	component	NOUN
ajis02-287	343	24	more	more	ADV
ajis02-287	343	25	intelligent	intelligent	ADJ
ajis02-287	343	26	.	.	PUNCT
ajis02-287	344	1	they	they	PRON
ajis02-287	344	2	need	need	VERB
ajis02-287	344	3	to	to	PART
ajis02-287	344	4	know	know	VERB
ajis02-287	344	5	about	about	ADP
ajis02-287	344	6	their	their	PRON
ajis02-287	344	7	participation	participation	NOUN
ajis02-287	344	8	in	in	ADP
ajis02-287	344	9	the	the	DET
ajis02-287	344	10	data	data	NOUN
ajis02-287	344	11	warehouse	warehouse	NOUN
ajis02-287	344	12	and	and	CCONJ
ajis02-287	344	13	the	the	DET
ajis02-287	344	14	data	data	NOUN
ajis02-287	344	15	warehouse	warehouse	NOUN
ajis02-287	344	16	configuration	configuration	NOUN
ajis02-287	344	17	so	so	SCONJ
ajis02-287	344	18	that	that	SCONJ
ajis02-287	344	19	the	the	DET
ajis02-287	344	20	updates	update	NOUN
ajis02-287	344	21	can	can	AUX
ajis02-287	344	22	be	be	AUX
ajis02-287	344	23	checked	check	VERB
ajis02-287	344	24	against	against	ADP
ajis02-287	344	25	the	the	DET
ajis02-287	344	26	constraint	constraint	NOUN
ajis02-287	344	27	set	set	VERB
ajis02-287	344	28	before	before	ADP
ajis02-287	344	29	propagating	propagate	VERB
ajis02-287	344	30	them	they	PRON
ajis02-287	344	31	.	.	PUNCT
ajis02-287	345	1	to	to	PART
ajis02-287	345	2	be	be	AUX
ajis02-287	345	3	able	able	ADJ
ajis02-287	345	4	to	to	PART
ajis02-287	345	5	realise	realise	VERB
ajis02-287	345	6	this	this	PRON
ajis02-287	345	7	,	,	PUNCT
ajis02-287	345	8	the	the	DET
ajis02-287	345	9	data	data	NOUN
ajis02-287	345	10	sources	source	NOUN
ajis02-287	345	11	can	can	AUX
ajis02-287	345	12	not	not	PART
ajis02-287	345	13	be	be	AUX
ajis02-287	345	14	decoupled	decouple	VERB
ajis02-287	345	15	from	from	ADP
ajis02-287	345	16	the	the	DET
ajis02-287	345	17	data	datum	NOUN
ajis02-287	345	18	warehouse	warehouse	NOUN
ajis02-287	345	19	.	.	PUNCT
ajis02-287	346	1	this	this	PRON
ajis02-287	346	2	would	would	AUX
ajis02-287	346	3	give	give	VERB
ajis02-287	346	4	rise	rise	NOUN
ajis02-287	346	5	to	to	ADP
ajis02-287	346	6	new	new	ADJ
ajis02-287	346	7	problems	problem	NOUN
ajis02-287	346	8	such	such	ADJ
ajis02-287	346	9	as	as	ADP
ajis02-287	346	10	configuration	configuration	NOUN
ajis02-287	346	11	management	management	NOUN
ajis02-287	346	12	ie	ie	X
ajis02-287	346	13	.	.	PUNCT
ajis02-287	346	14	,	,	PUNCT
ajis02-287	346	15	if	if	SCONJ
ajis02-287	346	16	there	there	PRON
ajis02-287	346	17	is	be	VERB
ajis02-287	346	18	a	a	DET
ajis02-287	346	19	change	change	NOUN
ajis02-287	346	20	in	in	ADP
ajis02-287	346	21	the	the	DET
ajis02-287	346	22	schema	schema	NOUN
ajis02-287	346	23	at	at	ADP
ajis02-287	346	24	any	any	DET
ajis02-287	346	25	data	data	NOUN
ajis02-287	346	26	source	source	NOUN
ajis02-287	346	27	or	or	CCONJ
ajis02-287	346	28	at	at	ADP
ajis02-287	346	29	the	the	DET
ajis02-287	346	30	data	data	NOUN
ajis02-287	346	31	warehouse	warehouse	NOUN
ajis02-287	346	32	,	,	PUNCT
ajis02-287	346	33	all	all	DET
ajis02-287	346	34	the	the	DET
ajis02-287	346	35	participating	participate	VERB
ajis02-287	346	36	entities	entity	NOUN
ajis02-287	346	37	need	need	VERB
ajis02-287	346	38	to	to	PART
ajis02-287	346	39	be	be	AUX
ajis02-287	346	40	informed	inform	VERB
ajis02-287	346	41	of	of	ADP
ajis02-287	346	42	this	this	DET
ajis02-287	346	43	change	change	NOUN
ajis02-287	346	44	so	so	SCONJ
ajis02-287	346	45	that	that	SCONJ
ajis02-287	346	46	they	they	PRON
ajis02-287	346	47	can	can	AUX
ajis02-287	346	48	modify	modify	VERB
ajis02-287	346	49	the	the	DET
ajis02-287	346	50	constraint	constraint	NOUN
ajis02-287	346	51	set	set	VERB
ajis02-287	346	52	to	to	PART
ajis02-287	346	53	reflect	reflect	VERB
ajis02-287	346	54	this	this	DET
ajis02-287	346	55	change	change	NOUN
ajis02-287	346	56	.	.	PUNCT
ajis02-287	347	1	the	the	DET
ajis02-287	347	2	view	view	NOUN
ajis02-287	347	3	maintenance	maintenance	NOUN
ajis02-287	347	4	strategies	strategy	NOUN
ajis02-287	347	5	would	would	AUX
ajis02-287	347	6	now	now	ADV
ajis02-287	347	7	be	be	AUX
ajis02-287	347	8	based	base	VERB
ajis02-287	347	9	on	on	ADP
ajis02-287	347	10	the	the	DET
ajis02-287	347	11	constraint	constraint	NOUN
ajis02-287	347	12	set	set	NOUN
ajis02-287	347	13	and	and	CCONJ
ajis02-287	347	14	any	any	DET
ajis02-287	347	15	change	change	NOUN
ajis02-287	347	16	to	to	ADP
ajis02-287	347	17	the	the	DET
ajis02-287	347	18	constraint	constraint	NOUN
ajis02-287	347	19	set	set	NOUN
ajis02-287	347	20	would	would	AUX
ajis02-287	347	21	warrant	warrant	VERB
ajis02-287	347	22	a	a	DET
ajis02-287	347	23	change	change	NOUN
ajis02-287	347	24	in	in	ADP
ajis02-287	347	25	the	the	DET
ajis02-287	347	26	existing	exist	VERB
ajis02-287	347	27	view	view	NOUN
ajis02-287	347	28	maintenance	maintenance	NOUN
ajis02-287	347	29	transaction	transaction	NOUN
ajis02-287	347	30	.	.	PUNCT
ajis02-287	348	1	on	on	ADP
ajis02-287	348	2	-	-	PUNCT
ajis02-287	348	3	line	line	NOUN
ajis02-287	348	4	view	view	NOUN
ajis02-287	348	5	maintenance	maintenance	NOUN
ajis02-287	348	6	warehouse	warehouse	NOUN
ajis02-287	348	7	view	view	NOUN
ajis02-287	348	8	maintenance	maintenance	NOUN
ajis02-287	348	9	can	can	AUX
ajis02-287	348	10	be	be	AUX
ajis02-287	348	11	performed	perform	VERB
ajis02-287	348	12	either	either	CCONJ
ajis02-287	348	13	incrementally	incrementally	ADV
ajis02-287	348	14	or	or	CCONJ
ajis02-287	348	15	by	by	ADP
ajis02-287	348	16	queuing	queue	VERB
ajis02-287	348	17	a	a	DET
ajis02-287	348	18	large	large	ADJ
ajis02-287	348	19	number	number	NOUN
ajis02-287	348	20	of	of	ADP
ajis02-287	348	21	updates	update	NOUN
ajis02-287	348	22	at	at	ADP
ajis02-287	348	23	the	the	DET
ajis02-287	348	24	data	data	NOUN
ajis02-287	348	25	sources	source	NOUN
ajis02-287	348	26	to	to	PART
ajis02-287	348	27	be	be	AUX
ajis02-287	348	28	propagated	propagate	VERB
ajis02-287	348	29	as	as	ADP
ajis02-287	348	30	a	a	DET
ajis02-287	348	31	batch	batch	NOUN
ajis02-287	348	32	update	update	NOUN
ajis02-287	348	33	from	from	ADP
ajis02-287	348	34	the	the	DET
ajis02-287	348	35	data	datum	NOUN
ajis02-287	348	36	sources	source	NOUN
ajis02-287	348	37	to	to	ADP
ajis02-287	348	38	the	the	DET
ajis02-287	348	39	data	datum	NOUN
ajis02-287	348	40	warehouse	warehouse	NOUN
ajis02-287	348	41	.	.	PUNCT
ajis02-287	349	1	in	in	ADP
ajis02-287	349	2	current	current	ADJ
ajis02-287	349	3	commercial	commercial	ADJ
ajis02-287	349	4	systems	system	NOUN
ajis02-287	349	5	,	,	PUNCT
ajis02-287	349	6	a	a	DET
ajis02-287	349	7	batch	batch	NOUN
ajis02-287	349	8	update	update	NOUN
ajis02-287	349	9	is	be	AUX
ajis02-287	349	10	periodically	periodically	ADV
ajis02-287	349	11	sent	send	VERB
ajis02-287	349	12	to	to	ADP
ajis02-287	349	13	the	the	DET
ajis02-287	349	14	data	data	NOUN
ajis02-287	349	15	warehouse	warehouse	NOUN
ajis02-287	349	16	and	and	CCONJ
ajis02-287	349	17	view	view	NOUN
ajis02-287	349	18	updates	update	NOUN
ajis02-287	349	19	are	be	AUX
ajis02-287	349	20	computed	compute	VERB
ajis02-287	349	21	and	and	CCONJ
ajis02-287	349	22	installed	instal	VERB
ajis02-287	349	23	.	.	PUNCT
ajis02-287	350	1	this	this	DET
ajis02-287	350	2	transaction	transaction	NOUN
ajis02-287	350	3	is	be	AUX
ajis02-287	350	4	called	call	VERB
ajis02-287	350	5	the	the	DET
ajis02-287	350	6	maintenance	maintenance	NOUN
ajis02-287	350	7	transaction	transaction	NOUN
ajis02-287	350	8	.	.	PUNCT
ajis02-287	351	1	a	a	DET
ajis02-287	351	2	user	user	NOUN
ajis02-287	351	3	typically	typically	ADV
ajis02-287	351	4	issues	issue	VERB
ajis02-287	351	5	read	read	VERB
ajis02-287	351	6	-	-	PUNCT
ajis02-287	351	7	only	only	ADV
ajis02-287	351	8	queries	query	NOUN
ajis02-287	351	9	at	at	ADP
ajis02-287	351	10	the	the	DET
ajis02-287	351	11	data	data	NOUN
ajis02-287	351	12	warehouse	warehouse	NOUN
ajis02-287	351	13	and	and	CCONJ
ajis02-287	351	14	a	a	DET
ajis02-287	351	15	long	long	ADV
ajis02-287	351	16	-	-	PUNCT
ajis02-287	351	17	running	run	VERB
ajis02-287	351	18	sequence	sequence	NOUN
ajis02-287	351	19	of	of	ADP
ajis02-287	351	20	user	user	NOUN
ajis02-287	351	21	queries	query	NOUN
ajis02-287	351	22	is	be	AUX
ajis02-287	351	23	called	call	VERB
ajis02-287	351	24	a	a	DET
ajis02-287	351	25	reader	reader	NOUN
ajis02-287	351	26	session	session	NOUN
ajis02-287	351	27	.	.	PUNCT
ajis02-287	352	1	the	the	DET
ajis02-287	352	2	batch	batch	NOUN
ajis02-287	352	3	maintenance	maintenance	NOUN
ajis02-287	352	4	transaction	transaction	NOUN
ajis02-287	352	5	is	be	AUX
ajis02-287	352	6	typically	typically	ADV
ajis02-287	352	7	large	large	ADJ
ajis02-287	352	8	and	and	CCONJ
ajis02-287	352	9	blocks	block	VERB
ajis02-287	352	10	the	the	DET
ajis02-287	352	11	reader	reader	NOUN
ajis02-287	352	12	sessions	session	NOUN
ajis02-287	352	13	.	.	PUNCT
ajis02-287	353	1	this	this	PRON
ajis02-287	353	2	renders	render	VERB
ajis02-287	353	3	the	the	DET
ajis02-287	353	4	data	data	NOUN
ajis02-287	353	5	warehouse	warehouse	NOUN
ajis02-287	353	6	51	51	NUM
ajis02-287	353	7	ajis	ajis	NOUN
ajis02-287	353	8	vol	vol	NOUN
ajis02-287	353	9	.	.	PROPN
ajis02-287	353	10	7	7	NUM
ajis02-287	354	1	no	no	NOUN
ajis02-287	354	2	.	.	NOUN
ajis02-287	354	3	1	1	NUM
ajis02-287	354	4	sept	sept	PROPN
ajis02-287	354	5	1999	1999	NUM
ajis02-287	354	6	unavailable	unavailable	ADJ
ajis02-287	354	7	for	for	ADP
ajis02-287	354	8	the	the	DET
ajis02-287	354	9	duration	duration	NOUN
ajis02-287	354	10	of	of	ADP
ajis02-287	354	11	the	the	DET
ajis02-287	354	12	maintenance	maintenance	NOUN
ajis02-287	354	13	transaction	transaction	NOUN
ajis02-287	354	14	.	.	PUNCT
ajis02-287	355	1	with	with	ADP
ajis02-287	355	2	the	the	DET
ajis02-287	355	3	advent	advent	NOUN
ajis02-287	355	4	of	of	ADP
ajis02-287	355	5	the	the	DET
ajis02-287	355	6	24	24	NUM
ajis02-287	355	7	-	-	PUNCT
ajis02-287	355	8	hour	hour	NOUN
ajis02-287	355	9	,	,	PUNCT
ajis02-287	355	10	global	global	ADJ
ajis02-287	355	11	internet	internet	NOUN
ajis02-287	355	12	market	market	NOUN
ajis02-287	355	13	,	,	PUNCT
ajis02-287	355	14	the	the	DET
ajis02-287	355	15	use	use	NOUN
ajis02-287	355	16	of	of	ADP
ajis02-287	355	17	overnight	overnight	ADJ
ajis02-287	355	18	maintenance	maintenance	NOUN
ajis02-287	355	19	runs	run	NOUN
ajis02-287	355	20	will	will	AUX
ajis02-287	355	21	have	have	VERB
ajis02-287	355	22	to	to	PART
ajis02-287	355	23	change	change	VERB
ajis02-287	355	24	and	and	CCONJ
ajis02-287	355	25	online	online	ADJ
ajis02-287	355	26	processes	process	NOUN
ajis02-287	355	27	developed	develop	VERB
ajis02-287	355	28	.	.	PUNCT
ajis02-287	356	1	incremental	incremental	ADJ
ajis02-287	356	2	view	view	NOUN
ajis02-287	356	3	maintenance	maintenance	NOUN
ajis02-287	356	4	which	which	PRON
ajis02-287	356	5	updates	update	VERB
ajis02-287	356	6	the	the	DET
ajis02-287	356	7	data	data	NOUN
ajis02-287	356	8	warehouse	warehouse	NOUN
ajis02-287	356	9	instantaneously	instantaneously	ADV
ajis02-287	356	10	in	in	ADP
ajis02-287	356	11	response	response	NOUN
ajis02-287	356	12	to	to	ADP
ajis02-287	356	13	every	every	DET
ajis02-287	356	14	change	change	NOUN
ajis02-287	356	15	at	at	ADP
ajis02-287	356	16	the	the	DET
ajis02-287	356	17	data	data	NOUN
ajis02-287	356	18	source	source	NOUN
ajis02-287	356	19	is	be	AUX
ajis02-287	356	20	expensive	expensive	ADJ
ajis02-287	356	21	and	and	CCONJ
ajis02-287	356	22	gives	give	VERB
ajis02-287	356	23	rise	rise	NOUN
ajis02-287	356	24	to	to	ADP
ajis02-287	356	25	inconsistent	inconsistent	ADJ
ajis02-287	356	26	results	result	NOUN
ajis02-287	356	27	during	during	ADP
ajis02-287	356	28	the	the	DET
ajis02-287	356	29	same	same	ADJ
ajis02-287	356	30	reader	reader	NOUN
ajis02-287	356	31	session	session	NOUN
ajis02-287	356	32	.	.	PUNCT
ajis02-287	357	1	an	an	DET
ajis02-287	357	2	update	update	NOUN
ajis02-287	357	3	from	from	ADP
ajis02-287	357	4	the	the	DET
ajis02-287	357	5	data	data	NOUN
ajis02-287	357	6	source	source	NOUN
ajis02-287	357	7	will	will	AUX
ajis02-287	357	8	change	change	VERB
ajis02-287	357	9	the	the	DET
ajis02-287	357	10	results	result	NOUN
ajis02-287	357	11	a	a	DET
ajis02-287	357	12	user	user	NOUN
ajis02-287	357	13	might	might	AUX
ajis02-287	357	14	see	see	VERB
ajis02-287	357	15	over	over	ADP
ajis02-287	357	16	a	a	DET
ajis02-287	357	17	sequence	sequence	NOUN
ajis02-287	357	18	of	of	ADP
ajis02-287	357	19	queries	query	NOUN
ajis02-287	357	20	.	.	PUNCT
ajis02-287	358	1	quass	quass	NOUN
ajis02-287	358	2	and	and	CCONJ
ajis02-287	358	3	widom	widom	NOUN
ajis02-287	358	4	(	(	PUNCT
ajis02-287	358	5	1997	1997	NUM
ajis02-287	358	6	)	)	PUNCT
ajis02-287	358	7	discuss	discuss	VERB
ajis02-287	358	8	a	a	DET
ajis02-287	358	9	possible	possible	ADJ
ajis02-287	358	10	approach	approach	NOUN
ajis02-287	358	11	to	to	ADP
ajis02-287	358	12	this	this	DET
ajis02-287	358	13	problem	problem	NOUN
ajis02-287	358	14	by	by	ADP
ajis02-287	358	15	maintaining	maintain	VERB
ajis02-287	358	16	two	two	NUM
ajis02-287	358	17	versions	version	NOUN
ajis02-287	358	18	of	of	ADP
ajis02-287	358	19	each	each	DET
ajis02-287	358	20	tuple	tuple	NOUN
ajis02-287	358	21	at	at	ADP
ajis02-287	358	22	the	the	DET
ajis02-287	358	23	data	data	NOUN
ajis02-287	358	24	warehouse	warehouse	NOUN
ajis02-287	358	25	simultaneously	simultaneously	ADV
ajis02-287	358	26	so	so	SCONJ
ajis02-287	358	27	that	that	SCONJ
ajis02-287	358	28	the	the	DET
ajis02-287	358	29	reader	reader	NOUN
ajis02-287	358	30	sessions	session	NOUN
ajis02-287	358	31	and	and	CCONJ
ajis02-287	358	32	the	the	DET
ajis02-287	358	33	maintenance	maintenance	NOUN
ajis02-287	358	34	transactions	transaction	NOUN
ajis02-287	358	35	do	do	AUX
ajis02-287	358	36	not	not	PART
ajis02-287	358	37	block	block	VERB
ajis02-287	358	38	each	each	DET
ajis02-287	358	39	other	other	ADJ
ajis02-287	358	40	.	.	PUNCT
ajis02-287	359	1	a	a	DET
ajis02-287	359	2	possible	possible	ADJ
ajis02-287	359	3	solution	solution	NOUN
ajis02-287	359	4	may	may	AUX
ajis02-287	359	5	need	need	VERB
ajis02-287	359	6	the	the	DET
ajis02-287	359	7	integration	integration	NOUN
ajis02-287	359	8	with	with	ADP
ajis02-287	359	9	self	self	NOUN
ajis02-287	359	10	maintenance	maintenance	NOUN
ajis02-287	359	11	techniques	technique	NOUN
ajis02-287	359	12	,	,	PUNCT
ajis02-287	359	13	where	where	SCONJ
ajis02-287	359	14	auxiliary	auxiliary	ADJ
ajis02-287	359	15	views	view	NOUN
ajis02-287	359	16	can	can	AUX
ajis02-287	359	17	be	be	AUX
ajis02-287	359	18	used	use	VERB
ajis02-287	359	19	to	to	PART
ajis02-287	359	20	answer	answer	VERB
ajis02-287	359	21	queries	query	NOUN
ajis02-287	359	22	during	during	ADP
ajis02-287	359	23	maintenance	maintenance	NOUN
ajis02-287	359	24	transactions	transaction	NOUN
ajis02-287	359	25	.	.	PUNCT
ajis02-287	360	1	indexing	indexing	NOUN
ajis02-287	360	2	schemes	scheme	NOUN
ajis02-287	360	3	indexing	indexing	NOUN
ajis02-287	360	4	is	be	AUX
ajis02-287	360	5	the	the	DET
ajis02-287	360	6	creation	creation	NOUN
ajis02-287	360	7	of	of	ADP
ajis02-287	360	8	access	access	NOUN
ajis02-287	360	9	structures	structure	NOUN
ajis02-287	360	10	that	that	PRON
ajis02-287	360	11	provide	provide	VERB
ajis02-287	360	12	faster	fast	ADJ
ajis02-287	360	13	access	access	NOUN
ajis02-287	360	14	to	to	ADP
ajis02-287	360	15	the	the	DET
ajis02-287	360	16	base	base	NOUN
ajis02-287	360	17	data	datum	NOUN
ajis02-287	360	18	relevant	relevant	ADJ
ajis02-287	360	19	to	to	ADP
ajis02-287	360	20	the	the	DET
ajis02-287	360	21	restriction	restriction	NOUN
ajis02-287	360	22	criteria	criterion	NOUN
ajis02-287	360	23	of	of	ADP
ajis02-287	360	24	queries	query	NOUN
ajis02-287	360	25	(	(	PUNCT
ajis02-287	360	26	viguier	viguier	NOUN
ajis02-287	360	27	and	and	CCONJ
ajis02-287	360	28	datta	datta	NOUN
ajis02-287	360	29	1997	1997	NUM
ajis02-287	360	30	)	)	PUNCT
ajis02-287	360	31	.	.	PUNCT
ajis02-287	361	1	the	the	DET
ajis02-287	361	2	size	size	NOUN
ajis02-287	361	3	of	of	ADP
ajis02-287	361	4	the	the	DET
ajis02-287	361	5	index	index	NOUN
ajis02-287	361	6	structure	structure	NOUN
ajis02-287	361	7	should	should	AUX
ajis02-287	361	8	be	be	AUX
ajis02-287	361	9	manageable	manageable	ADJ
ajis02-287	361	10	so	so	SCONJ
ajis02-287	361	11	that	that	SCONJ
ajis02-287	361	12	benefits	benefit	NOUN
ajis02-287	361	13	can	can	AUX
ajis02-287	361	14	be	be	AUX
ajis02-287	361	15	accrued	accrue	VERB
ajis02-287	361	16	by	by	ADP
ajis02-287	361	17	traversing	traverse	VERB
ajis02-287	361	18	such	such	DET
ajis02-287	361	19	a	a	DET
ajis02-287	361	20	structure	structure	NOUN
ajis02-287	361	21	.	.	PUNCT
ajis02-287	362	1	the	the	DET
ajis02-287	362	2	traditional	traditional	ADJ
ajis02-287	362	3	indexing	indexing	NOUN
ajis02-287	362	4	strategies	strategy	NOUN
ajis02-287	362	5	used	use	VERB
ajis02-287	362	6	in	in	ADP
ajis02-287	362	7	database	database	NOUN
ajis02-287	362	8	systems	system	NOUN
ajis02-287	362	9	do	do	AUX
ajis02-287	362	10	not	not	PART
ajis02-287	362	11	work	work	VERB
ajis02-287	362	12	well	well	ADV
ajis02-287	362	13	in	in	ADP
ajis02-287	362	14	data	datum	NOUN
ajis02-287	362	15	warehousing	warehousing	NOUN
ajis02-287	362	16	environments	environment	NOUN
ajis02-287	362	17	.	.	PUNCT
ajis02-287	363	1	most	most	ADJ
ajis02-287	363	2	oltp	oltp	PROPN
ajis02-287	363	3	transactions	transaction	NOUN
ajis02-287	363	4	typically	typically	ADV
ajis02-287	363	5	access	access	VERB
ajis02-287	363	6	a	a	DET
ajis02-287	363	7	small	small	ADJ
ajis02-287	363	8	number	number	NOUN
ajis02-287	363	9	of	of	ADP
ajis02-287	363	10	rows	row	NOUN
ajis02-287	363	11	;	;	PUNCT
ajis02-287	363	12	most	most	ADJ
ajis02-287	363	13	oltp	oltp	PROPN
ajis02-287	363	14	queries	query	NOUN
ajis02-287	363	15	are	be	AUX
ajis02-287	363	16	point	point	NOUN
ajis02-287	363	17	queries	query	NOUN
ajis02-287	363	18	.	.	PUNCT
ajis02-287	364	1	b	b	NOUN
ajis02-287	364	2	trees	tree	NOUN
ajis02-287	364	3	which	which	PRON
ajis02-287	364	4	are	be	AUX
ajis02-287	364	5	used	use	VERB
ajis02-287	364	6	in	in	ADP
ajis02-287	364	7	most	most	ADJ
ajis02-287	364	8	common	common	ADJ
ajis02-287	364	9	relational	relational	ADJ
ajis02-287	364	10	database	database	NOUN
ajis02-287	364	11	systems	system	NOUN
ajis02-287	364	12	are	be	AUX
ajis02-287	364	13	geared	gear	VERB
ajis02-287	364	14	towards	towards	ADP
ajis02-287	364	15	such	such	ADJ
ajis02-287	364	16	point	point	NOUN
ajis02-287	364	17	queries	query	NOUN
ajis02-287	364	18	.	.	PUNCT
ajis02-287	365	1	they	they	PRON
ajis02-287	365	2	are	be	AUX
ajis02-287	365	3	well	well	ADV
ajis02-287	365	4	suited	suited	ADJ
ajis02-287	365	5	for	for	ADP
ajis02-287	365	6	accessing	access	VERB
ajis02-287	365	7	a	a	DET
ajis02-287	365	8	small	small	ADJ
ajis02-287	365	9	number	number	NOUN
ajis02-287	365	10	of	of	ADP
ajis02-287	365	11	rows	row	NOUN
ajis02-287	365	12	.	.	PUNCT
ajis02-287	366	1	an	an	DET
ajis02-287	366	2	olap	olap	ADJ
ajis02-287	366	3	query	query	NOUN
ajis02-287	366	4	typically	typically	ADV
ajis02-287	366	5	accesses	access	VERB
ajis02-287	366	6	a	a	DET
ajis02-287	366	7	large	large	ADJ
ajis02-287	366	8	number	number	NOUN
ajis02-287	366	9	of	of	ADP
ajis02-287	366	10	records	record	NOUN
ajis02-287	366	11	for	for	ADP
ajis02-287	366	12	summarising	summarise	VERB
ajis02-287	366	13	information	information	NOUN
ajis02-287	366	14	.	.	PUNCT
ajis02-287	367	1	for	for	ADP
ajis02-287	367	2	example	example	NOUN
ajis02-287	367	3	,	,	PUNCT
ajis02-287	367	4	an	an	DET
ajis02-287	367	5	oltp	oltp	NOUN
ajis02-287	367	6	transaction	transaction	NOUN
ajis02-287	367	7	would	would	AUX
ajis02-287	367	8	typically	typically	ADV
ajis02-287	367	9	query	query	VERB
ajis02-287	367	10	for	for	ADP
ajis02-287	367	11	a	a	DET
ajis02-287	367	12	customer	customer	NOUN
ajis02-287	367	13	who	who	PRON
ajis02-287	367	14	booked	book	VERB
ajis02-287	367	15	on	on	ADP
ajis02-287	367	16	flight	flight	NOUN
ajis02-287	367	17	qfan1234	qfan1234	NOUN
ajis02-287	367	18	on	on	ADP
ajis02-287	367	19	say	say	PROPN
ajis02-287	367	20	april	april	PROPN
ajis02-287	367	21	25th	25th	NOUN
ajis02-287	367	22	;	;	PUNCT
ajis02-287	367	23	on	on	ADP
ajis02-287	367	24	the	the	DET
ajis02-287	367	25	other	other	ADJ
ajis02-287	367	26	hand	hand	NOUN
ajis02-287	367	27	an	an	DET
ajis02-287	367	28	olap	olap	ADJ
ajis02-287	367	29	query	query	NOUN
ajis02-287	367	30	would	would	AUX
ajis02-287	367	31	resemble	resemble	VERB
ajis02-287	367	32	a	a	DET
ajis02-287	367	33	query	query	NOUN
ajis02-287	367	34	such	such	ADJ
ajis02-287	367	35	as	as	ADP
ajis02-287	367	36	return	return	VERB
ajis02-287	367	37	the	the	DET
ajis02-287	367	38	number	number	NOUN
ajis02-287	367	39	of	of	ADP
ajis02-287	367	40	customers	customer	NOUN
ajis02-287	367	41	who	who	PRON
ajis02-287	367	42	booked	book	VERB
ajis02-287	367	43	flights	flight	NOUN
ajis02-287	367	44	on	on	ADP
ajis02-287	367	45	qfan1234	qfan1234	PROPN
ajis02-287	367	46	in	in	ADP
ajis02-287	367	47	april	april	PROPN
ajis02-287	367	48	.	.	PUNCT
ajis02-287	368	1	the	the	DET
ajis02-287	368	2	second	second	ADJ
ajis02-287	368	3	query	query	NOUN
ajis02-287	368	4	would	would	AUX
ajis02-287	368	5	access	access	VERB
ajis02-287	368	6	more	more	ADJ
ajis02-287	368	7	records	record	NOUN
ajis02-287	368	8	and	and	CCONJ
ajis02-287	368	9	is	be	AUX
ajis02-287	368	10	typically	typically	ADV
ajis02-287	368	11	a	a	DET
ajis02-287	368	12	range	range	NOUN
ajis02-287	368	13	query	query	NOUN
ajis02-287	368	14	.	.	PUNCT
ajis02-287	369	1	b	b	X
ajis02-287	369	2	tree	tree	NOUN
ajis02-287	369	3	indexing	indexing	NOUN
ajis02-287	369	4	scheme	scheme	NOUN
ajis02-287	369	5	which	which	PRON
ajis02-287	369	6	is	be	AUX
ajis02-287	369	7	so	so	ADV
ajis02-287	369	8	apt	apt	ADJ
ajis02-287	369	9	for	for	ADP
ajis02-287	369	10	oltp	oltp	PROPN
ajis02-287	369	11	transactions	transaction	NOUN
ajis02-287	369	12	is	be	AUX
ajis02-287	369	13	not	not	PART
ajis02-287	369	14	the	the	DET
ajis02-287	369	15	best	well	ADV
ajis02-287	369	16	suited	suited	ADJ
ajis02-287	369	17	to	to	PART
ajis02-287	369	18	answer	answer	VERB
ajis02-287	369	19	olap	olap	ADJ
ajis02-287	369	20	queries	query	NOUN
ajis02-287	369	21	.	.	PUNCT
ajis02-287	370	1	there	there	PRON
ajis02-287	370	2	is	be	VERB
ajis02-287	370	3	a	a	DET
ajis02-287	370	4	need	need	NOUN
ajis02-287	370	5	to	to	PART
ajis02-287	370	6	look	look	VERB
ajis02-287	370	7	at	at	ADP
ajis02-287	370	8	new	new	ADJ
ajis02-287	370	9	indexing	indexing	NOUN
ajis02-287	370	10	schemes	scheme	NOUN
ajis02-287	370	11	and	and	CCONJ
ajis02-287	370	12	variants	variant	NOUN
ajis02-287	370	13	of	of	ADP
ajis02-287	370	14	existing	exist	VERB
ajis02-287	370	15	schemes	scheme	NOUN
ajis02-287	370	16	that	that	PRON
ajis02-287	370	17	will	will	AUX
ajis02-287	370	18	work	work	VERB
ajis02-287	370	19	well	well	ADV
ajis02-287	370	20	with	with	ADP
ajis02-287	370	21	olap	olap	ADJ
ajis02-287	370	22	queries	query	NOUN
ajis02-287	370	23	.	.	PUNCT
ajis02-287	371	1	a	a	DET
ajis02-287	371	2	number	number	NOUN
ajis02-287	371	3	of	of	ADP
ajis02-287	371	4	indexing	indexing	NOUN
ajis02-287	371	5	strategies	strategy	NOUN
ajis02-287	371	6	have	have	AUX
ajis02-287	371	7	been	be	AUX
ajis02-287	371	8	suggested	suggest	VERB
ajis02-287	371	9	for	for	ADP
ajis02-287	371	10	data	data	NOUN
ajis02-287	371	11	warehouses	warehouse	NOUN
ajis02-287	371	12	(	(	PUNCT
ajis02-287	371	13	flanagan	flanagan	NOUN
ajis02-287	371	14	and	and	CCONJ
ajis02-287	371	15	safdie	safdie	VERB
ajis02-287	371	16	1997	1997	NUM
ajis02-287	371	17	;	;	PUNCT
ajis02-287	371	18	informix	informix	PROPN
ajis02-287	371	19	1997	1997	NUM
ajis02-287	371	20	;	;	PUNCT
ajis02-287	371	21	o'neil	o'neil	PROPN
ajis02-287	371	22	and	and	CCONJ
ajis02-287	371	23	quass	quass	NOUN
ajis02-287	371	24	1997	1997	NUM
ajis02-287	371	25	)	)	PUNCT
ajis02-287	371	26	in	in	ADP
ajis02-287	371	27	the	the	DET
ajis02-287	371	28	literature	literature	NOUN
ajis02-287	371	29	.	.	PUNCT
ajis02-287	372	1	we	we	PRON
ajis02-287	372	2	review	review	VERB
ajis02-287	372	3	a	a	DET
ajis02-287	372	4	few	few	ADJ
ajis02-287	372	5	important	important	ADJ
ajis02-287	372	6	strategies	strategy	NOUN
ajis02-287	372	7	.	.	PUNCT
ajis02-287	373	1	•	•	NUM
ajis02-287	373	2	value	value	NOUN
ajis02-287	373	3	-	-	PUNCT
ajis02-287	373	4	list	list	NOUN
ajis02-287	373	5	index	index	NOUN
ajis02-287	373	6	the	the	DET
ajis02-287	373	7	value	value	NOUN
ajis02-287	373	8	-	-	PUNCT
ajis02-287	373	9	list	list	NOUN
ajis02-287	373	10	index	index	NOUN
ajis02-287	373	11	consists	consist	VERB
ajis02-287	373	12	of	of	ADP
ajis02-287	373	13	two	two	NUM
ajis02-287	373	14	parts	part	NOUN
ajis02-287	373	15	.	.	PUNCT
ajis02-287	374	1	the	the	DET
ajis02-287	374	2	first	first	ADJ
ajis02-287	374	3	part	part	NOUN
ajis02-287	374	4	is	be	AUX
ajis02-287	374	5	a	a	DET
ajis02-287	374	6	balanced	balanced	ADJ
ajis02-287	374	7	tree	tree	NOUN
ajis02-287	374	8	structure	structure	NOUN
ajis02-287	374	9	and	and	CCONJ
ajis02-287	374	10	the	the	DET
ajis02-287	374	11	second	second	ADJ
ajis02-287	374	12	part	part	NOUN
ajis02-287	374	13	is	be	AUX
ajis02-287	374	14	a	a	DET
ajis02-287	374	15	mapping	mapping	NOUN
ajis02-287	374	16	scheme	scheme	NOUN
ajis02-287	374	17	.	.	PUNCT
ajis02-287	375	1	the	the	DET
ajis02-287	375	2	mapping	mapping	NOUN
ajis02-287	375	3	scheme	scheme	NOUN
ajis02-287	375	4	is	be	AUX
ajis02-287	375	5	attached	attach	VERB
ajis02-287	375	6	to	to	ADP
ajis02-287	375	7	the	the	DET
ajis02-287	375	8	leaf	leaf	NOUN
ajis02-287	375	9	nodes	node	NOUN
ajis02-287	375	10	of	of	ADP
ajis02-287	375	11	the	the	DET
ajis02-287	375	12	tree	tree	NOUN
ajis02-287	375	13	structure	structure	NOUN
ajis02-287	375	14	and	and	CCONJ
ajis02-287	375	15	points	point	NOUN
ajis02-287	375	16	to	to	ADP
ajis02-287	375	17	the	the	DET
ajis02-287	375	18	tuples	tuple	NOUN
ajis02-287	375	19	in	in	ADP
ajis02-287	375	20	the	the	DET
ajis02-287	375	21	table	table	NOUN
ajis02-287	375	22	being	be	AUX
ajis02-287	375	23	indexed	index	VERB
ajis02-287	375	24	.	.	PUNCT
ajis02-287	376	1	the	the	DET
ajis02-287	376	2	tree	tree	NOUN
ajis02-287	376	3	is	be	AUX
ajis02-287	376	4	generally	generally	ADV
ajis02-287	376	5	a	a	DET
ajis02-287	376	6	b	b	NOUN
ajis02-287	376	7	tree	tree	NOUN
ajis02-287	376	8	with	with	ADP
ajis02-287	376	9	varying	vary	VERB
ajis02-287	376	10	percentages	percentage	NOUN
ajis02-287	376	11	of	of	ADP
ajis02-287	376	12	utilisation	utilisation	NOUN
ajis02-287	376	13	.	.	PUNCT
ajis02-287	377	1	oracle	oracle	PROPN
ajis02-287	377	2	provides	provide	VERB
ajis02-287	377	3	a	a	DET
ajis02-287	377	4	b	b	NOUN
ajis02-287	377	5	*	*	X
ajis02-287	377	6	tree	tree	NOUN
ajis02-287	377	7	with	with	ADP
ajis02-287	377	8	100	100	NUM
ajis02-287	377	9	%	%	NOUN
ajis02-287	377	10	utilisation	utilisation	NOUN
ajis02-287	377	11	(	(	PUNCT
ajis02-287	377	12	oracle	oracle	PROPN
ajis02-287	377	13	1992	1992	NUM
ajis02-287	377	14	)	)	PUNCT
ajis02-287	377	15	.	.	PUNCT
ajis02-287	378	1	two	two	NUM
ajis02-287	378	2	different	different	ADJ
ajis02-287	378	3	types	type	NOUN
ajis02-287	378	4	of	of	ADP
ajis02-287	378	5	mapping	mapping	NOUN
ajis02-287	378	6	schemes	scheme	NOUN
ajis02-287	378	7	are	be	AUX
ajis02-287	378	8	in	in	ADP
ajis02-287	378	9	use	use	NOUN
ajis02-287	378	10	.	.	PUNCT
ajis02-287	379	1	first	first	ADJ
ajis02-287	379	2	one	one	NUM
ajis02-287	379	3	consists	consist	VERB
ajis02-287	379	4	of	of	ADP
ajis02-287	379	5	a	a	DET
ajis02-287	379	6	rowid	rowid	NOUN
ajis02-287	379	7	list	list	NOUN
ajis02-287	379	8	which	which	PRON
ajis02-287	379	9	is	be	AUX
ajis02-287	379	10	associated	associate	VERB
ajis02-287	379	11	with	with	ADP
ajis02-287	379	12	each	each	DET
ajis02-287	379	13	unique	unique	ADJ
ajis02-287	379	14	search	search	NOUN
ajis02-287	379	15	-	-	PUNCT
ajis02-287	379	16	key	key	NOUN
ajis02-287	379	17	value	value	NOUN
ajis02-287	379	18	.	.	PUNCT
ajis02-287	380	1	this	this	DET
ajis02-287	380	2	list	list	NOUN
ajis02-287	380	3	is	be	AUX
ajis02-287	380	4	partitioned	partition	VERB
ajis02-287	380	5	into	into	ADP
ajis02-287	380	6	a	a	DET
ajis02-287	380	7	number	number	NOUN
ajis02-287	380	8	of	of	ADP
ajis02-287	380	9	disk	disk	NOUN
ajis02-287	380	10	blocks	block	NOUN
ajis02-287	380	11	chained	chain	VERB
ajis02-287	380	12	together	together	ADV
ajis02-287	380	13	.	.	PUNCT
ajis02-287	381	1	the	the	DET
ajis02-287	381	2	second	second	ADJ
ajis02-287	381	3	scheme	scheme	NOUN
ajis02-287	381	4	uses	use	VERB
ajis02-287	381	5	bitmaps	bitmap	NOUN
ajis02-287	381	6	.	.	PUNCT
ajis02-287	382	1	a	a	DET
ajis02-287	382	2	bitmap	bitmap	NOUN
ajis02-287	382	3	is	be	AUX
ajis02-287	382	4	a	a	DET
ajis02-287	382	5	vector	vector	NOUN
ajis02-287	382	6	of	of	ADP
ajis02-287	382	7	bits	bit	NOUN
ajis02-287	382	8	that	that	PRON
ajis02-287	382	9	store	store	VERB
ajis02-287	382	10	either	either	CCONJ
ajis02-287	382	11	a	a	DET
ajis02-287	382	12	0	0	NUM
ajis02-287	382	13	or	or	CCONJ
ajis02-287	382	14	a	a	DET
ajis02-287	382	15	1	1	NUM
ajis02-287	382	16	depending	depend	VERB
ajis02-287	382	17	upon	upon	SCONJ
ajis02-287	382	18	the	the	DET
ajis02-287	382	19	value	value	NOUN
ajis02-287	382	20	of	of	ADP
ajis02-287	382	21	a	a	DET
ajis02-287	382	22	predicate	predicate	NOUN
ajis02-287	382	23	.	.	PUNCT
ajis02-287	383	1	a	a	DET
ajis02-287	383	2	bitmap	bitmap	NOUN
ajis02-287	383	3	b	b	NOUN
ajis02-287	383	4	lists	list	NOUN
ajis02-287	383	5	all	all	PRON
ajis02-287	383	6	rows	row	NOUN
ajis02-287	383	7	with	with	ADP
ajis02-287	383	8	a	a	DET
ajis02-287	383	9	given	give	VERB
ajis02-287	383	10	predicate	predicate	NOUN
ajis02-287	383	11	p	p	NOUN
ajis02-287	383	12	such	such	ADJ
ajis02-287	383	13	that	that	PRON
ajis02-287	383	14	for	for	ADP
ajis02-287	383	15	each	each	DET
ajis02-287	383	16	row	row	NOUN
ajis02-287	383	17	r	r	NOUN
ajis02-287	383	18	with	with	ADP
ajis02-287	383	19	ordinal	ordinal	ADJ
ajis02-287	383	20	number	number	NOUN
ajis02-287	383	21	j	j	PROPN
ajis02-287	383	22	that	that	PRON
ajis02-287	383	23	satisfies	satisfy	VERB
ajis02-287	383	24	the	the	DET
ajis02-287	383	25	predicate	predicate	NOUN
ajis02-287	383	26	p	p	X
ajis02-287	383	27	,	,	PUNCT
ajis02-287	383	28	the	the	DET
ajis02-287	383	29	jth	jth	PROPN
ajis02-287	383	30	bit	bit	NOUN
ajis02-287	383	31	in	in	ADP
ajis02-287	383	32	b	b	PROPN
ajis02-287	383	33	is	be	AUX
ajis02-287	383	34	set	set	VERB
ajis02-287	383	35	.	.	PUNCT
ajis02-287	384	1	bitmaps	bitmap	NOUN
ajis02-287	384	2	efficiently	efficiently	ADV
ajis02-287	384	3	represent	represent	VERB
ajis02-287	384	4	low	low	ADJ
ajis02-287	384	5	-	-	PUNCT
ajis02-287	384	6	cardinality	cardinality	NOUN
ajis02-287	384	7	data	datum	NOUN
ajis02-287	384	8	,	,	PUNCT
ajis02-287	384	9	however	however	ADV
ajis02-287	384	10	to	to	PART
ajis02-287	384	11	make	make	VERB
ajis02-287	384	12	this	this	DET
ajis02-287	384	13	indexing	indexing	NOUN
ajis02-287	384	14	scheme	scheme	NOUN
ajis02-287	384	15	practical	practical	ADJ
ajis02-287	384	16	for	for	ADP
ajis02-287	384	17	highcardinality	highcardinality	NOUN
ajis02-287	384	18	data	datum	NOUN
ajis02-287	384	19	,	,	PUNCT
ajis02-287	384	20	compression	compression	NOUN
ajis02-287	384	21	techniques	technique	NOUN
ajis02-287	384	22	must	must	AUX
ajis02-287	384	23	be	be	AUX
ajis02-287	384	24	used	use	VERB
ajis02-287	384	25	.	.	PUNCT
ajis02-287	385	1	value	value	NOUN
ajis02-287	385	2	-	-	PUNCT
ajis02-287	385	3	list	list	NOUN
ajis02-287	385	4	indexes	index	NOUN
ajis02-287	385	5	have	have	AUX
ajis02-287	385	6	been	be	AUX
ajis02-287	385	7	shown	show	VERB
ajis02-287	385	8	in	in	ADP
ajis02-287	385	9	(	(	PUNCT
ajis02-287	385	10	o'neil	o'neil	PROPN
ajis02-287	385	11	and	and	CCONJ
ajis02-287	385	12	quass	quass	NOUN
ajis02-287	385	13	1997	1997	NUM
ajis02-287	385	14	)	)	PUNCT
ajis02-287	385	15	to	to	PART
ajis02-287	385	16	outperform	outperform	VERB
ajis02-287	385	17	other	other	ADJ
ajis02-287	385	18	access	access	NOUN
ajis02-287	385	19	method	method	NOUN
ajis02-287	385	20	in	in	ADP
ajis02-287	385	21	queries	query	NOUN
ajis02-287	385	22	involving	involve	VERB
ajis02-287	385	23	the	the	DET
ajis02-287	385	24	min	min	PROPN
ajis02-287	385	25	or	or	CCONJ
ajis02-287	385	26	max	max	PROPN
ajis02-287	385	27	aggregate	aggregate	NOUN
ajis02-287	385	28	functions	function	NOUN
ajis02-287	385	29	,	,	PUNCT
ajis02-287	385	30	as	as	ADV
ajis02-287	385	31	well	well	ADV
ajis02-287	385	32	as	as	ADP
ajis02-287	385	33	queries	query	NOUN
ajis02-287	385	34	that	that	PRON
ajis02-287	385	35	compute	compute	VERB
ajis02-287	385	36	percentile	percentile	ADJ
ajis02-287	385	37	values	value	NOUN
ajis02-287	385	38	of	of	ADP
ajis02-287	385	39	a	a	DET
ajis02-287	385	40	given	give	VERB
ajis02-287	385	41	column	column	NOUN
ajis02-287	385	42	.	.	PUNCT
ajis02-287	386	1	•	•	NUM
ajis02-287	386	2	projection	projection	NOUN
ajis02-287	386	3	index	index	NOUN
ajis02-287	386	4	a	a	DET
ajis02-287	386	5	projection	projection	NOUN
ajis02-287	386	6	index	index	NOUN
ajis02-287	386	7	is	be	AUX
ajis02-287	386	8	equivalent	equivalent	ADJ
ajis02-287	386	9	to	to	ADP
ajis02-287	386	10	the	the	DET
ajis02-287	386	11	column	column	NOUN
ajis02-287	386	12	being	be	AUX
ajis02-287	386	13	indexed	index	VERB
ajis02-287	386	14	.	.	PUNCT
ajis02-287	387	1	if	if	SCONJ
ajis02-287	387	2	c	c	PROPN
ajis02-287	387	3	is	be	AUX
ajis02-287	387	4	the	the	DET
ajis02-287	387	5	column	column	NOUN
ajis02-287	387	6	being	be	AUX
ajis02-287	387	7	indexed	index	VERB
ajis02-287	387	8	,	,	PUNCT
ajis02-287	387	9	then	then	ADV
ajis02-287	387	10	the	the	DET
ajis02-287	387	11	projection	projection	NOUN
ajis02-287	387	12	index	index	NOUN
ajis02-287	387	13	on	on	ADP
ajis02-287	387	14	c	c	NOUN
ajis02-287	387	15	consists	consist	VERB
ajis02-287	387	16	of	of	ADP
ajis02-287	387	17	a	a	DET
ajis02-287	387	18	stored	store	VERB
ajis02-287	387	19	sequence	sequence	NOUN
ajis02-287	387	20	of	of	ADP
ajis02-287	387	21	column	column	NOUN
ajis02-287	387	22	values	value	NOUN
ajis02-287	387	23	from	from	ADP
ajis02-287	387	24	c	c	PROPN
ajis02-287	387	25	in	in	ADP
ajis02-287	387	26	the	the	DET
ajis02-287	387	27	same	same	ADJ
ajis02-287	387	28	order	order	NOUN
ajis02-287	387	29	as	as	ADP
ajis02-287	387	30	the	the	DET
ajis02-287	387	31	ordinal	ordinal	ADJ
ajis02-287	387	32	row	row	NOUN
ajis02-287	387	33	number	number	NOUN
ajis02-287	387	34	in	in	ADP
ajis02-287	387	35	the	the	DET
ajis02-287	387	36	table	table	NOUN
ajis02-287	387	37	from	from	ADP
ajis02-287	387	38	where	where	SCONJ
ajis02-287	387	39	the	the	DET
ajis02-287	387	40	values	value	NOUN
ajis02-287	387	41	are	be	AUX
ajis02-287	387	42	extracted	extract	VERB
ajis02-287	387	43	.	.	PUNCT
ajis02-287	388	1	it	it	PRON
ajis02-287	388	2	has	have	AUX
ajis02-287	388	3	been	be	AUX
ajis02-287	388	4	shown	show	VERB
ajis02-287	388	5	in	in	ADP
ajis02-287	388	6	(	(	PUNCT
ajis02-287	388	7	o'neil	o'neil	PROPN
ajis02-287	388	8	and	and	CCONJ
ajis02-287	388	9	quass	quass	NOUN
ajis02-287	388	10	1997	1997	NUM
ajis02-287	388	11	)	)	PUNCT
ajis02-287	388	12	that	that	PRON
ajis02-287	388	13	projection	projection	NOUN
ajis02-287	388	14	indexes	index	NOUN
ajis02-287	388	15	outperform	outperform	VERB
ajis02-287	388	16	other	other	ADJ
ajis02-287	388	17	indexing	indexing	NOUN
ajis02-287	388	18	schemes	scheme	NOUN
ajis02-287	388	19	for	for	ADP
ajis02-287	388	20	performing	perform	VERB
ajis02-287	388	21	queries	query	NOUN
ajis02-287	388	22	that	that	PRON
ajis02-287	388	23	involve	involve	VERB
ajis02-287	388	24	computation	computation	NOUN
ajis02-287	388	25	on	on	ADP
ajis02-287	388	26	two	two	NUM
ajis02-287	388	27	or	or	CCONJ
ajis02-287	388	28	more	more	ADJ
ajis02-287	388	29	column	column	NOUN
ajis02-287	388	30	values	value	NOUN
ajis02-287	388	31	and	and	CCONJ
ajis02-287	388	32	appear	appear	VERB
ajis02-287	388	33	to	to	PART
ajis02-287	388	34	perform	perform	VERB
ajis02-287	388	35	acceptably	acceptably	ADV
ajis02-287	388	36	well	well	ADV
ajis02-287	388	37	in	in	ADP
ajis02-287	388	38	group	group	NOUN
ajis02-287	388	39	-	-	PUNCT
ajis02-287	388	40	by	by	ADP
ajis02-287	388	41	like	like	ADP
ajis02-287	388	42	queries	query	NOUN
ajis02-287	388	43	.	.	PUNCT
ajis02-287	389	1	•	•	NUM
ajis02-287	389	2	bit	bit	NOUN
ajis02-287	389	3	-	-	PUNCT
ajis02-287	389	4	sliced	slice	VERB
ajis02-287	389	5	index	index	NOUN
ajis02-287	389	6	a	a	DET
ajis02-287	389	7	bit	bit	NOUN
ajis02-287	389	8	sliced	slice	VERB
ajis02-287	389	9	index	index	NOUN
ajis02-287	389	10	represents	represent	VERB
ajis02-287	389	11	the	the	DET
ajis02-287	389	12	key	key	ADJ
ajis02-287	389	13	values	value	NOUN
ajis02-287	389	14	of	of	ADP
ajis02-287	389	15	the	the	DET
ajis02-287	389	16	column	column	NOUN
ajis02-287	389	17	to	to	PART
ajis02-287	389	18	be	be	AUX
ajis02-287	389	19	indexed	index	VERB
ajis02-287	389	20	as	as	ADP
ajis02-287	389	21	binary	binary	ADJ
ajis02-287	389	22	numbers	number	NOUN
ajis02-287	389	23	and	and	CCONJ
ajis02-287	389	24	projects	project	VERB
ajis02-287	389	25	a	a	DET
ajis02-287	389	26	set	set	NOUN
ajis02-287	389	27	of	of	ADP
ajis02-287	389	28	bitmap	bitmap	NOUN
ajis02-287	389	29	slices	slice	NOUN
ajis02-287	389	30	which	which	PRON
ajis02-287	389	31	are	be	AUX
ajis02-287	389	32	orthogonal	orthogonal	ADJ
ajis02-287	389	33	to	to	ADP
ajis02-287	389	34	the	the	DET
ajis02-287	389	35	data	datum	NOUN
ajis02-287	389	36	held	hold	VERB
ajis02-287	389	37	in	in	ADP
ajis02-287	389	38	the	the	DET
ajis02-287	389	39	projection	projection	NOUN
ajis02-287	389	40	index	index	NOUN
ajis02-287	389	41	.	.	PUNCT
ajis02-287	390	1	this	this	DET
ajis02-287	390	2	index	index	NOUN
ajis02-287	390	3	has	have	AUX
ajis02-287	390	4	been	be	AUX
ajis02-287	390	5	shown	show	VERB
ajis02-287	390	6	(	(	PUNCT
ajis02-287	390	7	o'neil	o'neil	PROPN
ajis02-287	390	8	and	and	CCONJ
ajis02-287	390	9	quass	quass	NOUN
ajis02-287	390	10	1997	1997	NUM
ajis02-287	390	11	)	)	PUNCT
ajis02-287	390	12	to	to	PART
ajis02-287	390	13	particularly	particularly	ADV
ajis02-287	390	14	perform	perform	VERB
ajis02-287	390	15	well	well	ADV
ajis02-287	390	16	for	for	ADP
ajis02-287	390	17	computing	compute	VERB
ajis02-287	390	18	sums	sum	NOUN
ajis02-287	390	19	and	and	CCONJ
ajis02-287	390	20	averages	average	NOUN
ajis02-287	390	21	.	.	PUNCT
ajis02-287	391	1	also	also	ADV
ajis02-287	391	2	,	,	PUNCT
ajis02-287	391	3	it	it	PRON
ajis02-287	391	4	outperforms	outperform	VERB
ajis02-287	391	5	other	other	ADJ
ajis02-287	391	6	indexing	indexing	NOUN
ajis02-287	391	7	approaches	approach	NOUN
ajis02-287	391	8	for	for	ADP
ajis02-287	391	9	percentile	percentile	ADJ
ajis02-287	391	10	queries	query	NOUN
ajis02-287	391	11	if	if	SCONJ
ajis02-287	391	12	the	the	DET
ajis02-287	391	13	underlying	underlying	ADJ
ajis02-287	391	14	data	datum	NOUN
ajis02-287	391	15	is	be	AUX
ajis02-287	391	16	clustered	cluster	VERB
ajis02-287	391	17	,	,	PUNCT
ajis02-287	391	18	and	and	CCONJ
ajis02-287	391	19	for	for	ADP
ajis02-287	391	20	range	range	NOUN
ajis02-287	391	21	queries	query	NOUN
ajis02-287	391	22	whose	whose	DET
ajis02-287	391	23	range	range	NOUN
ajis02-287	391	24	is	be	AUX
ajis02-287	391	25	large	large	ADJ
ajis02-287	391	26	.	.	PUNCT
ajis02-287	392	1	•	•	ADJ
ajis02-287	392	2	data	datum	NOUN
ajis02-287	392	3	index	index	NOUN
ajis02-287	392	4	a	a	DET
ajis02-287	392	5	datalndex	datalndex	NOUN
ajis02-287	392	6	,	,	PUNCT
ajis02-287	392	7	like	like	ADP
ajis02-287	392	8	the	the	DET
ajis02-287	392	9	projection	projection	NOUN
ajis02-287	392	10	index	index	NOUN
ajis02-287	392	11	,	,	PUNCT
ajis02-287	392	12	exploits	exploit	VERB
ajis02-287	392	13	the	the	DET
ajis02-287	392	14	positional	positional	ADJ
ajis02-287	392	15	indexing	indexing	NOUN
ajis02-287	392	16	strategy	strategy	NOUN
ajis02-287	392	17	(	(	PUNCT
ajis02-287	392	18	viguier	viguier	NOUN
ajis02-287	392	19	,	,	PUNCT
ajis02-287	392	20	datta	datta	NOUN
ajis02-287	392	21	and	and	CCONJ
ajis02-287	392	22	ramamritham	ramamritham	PROPN
ajis02-287	392	23	1997	1997	NUM
ajis02-287	392	24	)	)	PUNCT
ajis02-287	392	25	.	.	PUNCT
ajis02-287	393	1	the	the	DET
ajis02-287	393	2	datalndex	datalndex	NOUN
ajis02-287	393	3	avoids	avoid	VERB
ajis02-287	393	4	duplication	duplication	NOUN
ajis02-287	393	5	of	of	ADP
ajis02-287	393	6	data	datum	NOUN
ajis02-287	393	7	by	by	ADP
ajis02-287	393	8	storing	store	VERB
ajis02-287	393	9	only	only	ADV
ajis02-287	393	10	the	the	DET
ajis02-287	393	11	index	index	NOUN
ajis02-287	393	12	and	and	CCONJ
ajis02-287	393	13	not	not	PART
ajis02-287	393	14	the	the	DET
ajis02-287	393	15	column	column	NOUN
ajis02-287	393	16	being	be	AUX
ajis02-287	393	17	indexed	index	VERB
ajis02-287	393	18	.	.	PUNCT
ajis02-287	394	1	the	the	DET
ajis02-287	394	2	dataindex	dataindex	NOUN
ajis02-287	394	3	can	can	AUX
ajis02-287	394	4	be	be	AUX
ajis02-287	394	5	of	of	ADP
ajis02-287	394	6	two	two	NUM
ajis02-287	394	7	specific	specific	ADJ
ajis02-287	394	8	types	type	NOUN
ajis02-287	394	9	:	:	PUNCT
ajis02-287	394	10	basic	basic	ADJ
ajis02-287	394	11	datalndex	datalndex	NOUN
ajis02-287	394	12	and	and	CCONJ
ajis02-287	394	13	join	join	VERB
ajis02-287	394	14	datalndex	datalndex	NOUN
ajis02-287	394	15	(	(	PUNCT
ajis02-287	394	16	for	for	ADP
ajis02-287	394	17	more	more	ADJ
ajis02-287	394	18	information	information	NOUN
ajis02-287	394	19	,	,	PUNCT
ajis02-287	394	20	see	see	VERB
ajis02-287	394	21	(	(	PUNCT
ajis02-287	394	22	viguier	viguier	NOUN
ajis02-287	394	23	,	,	PUNCT
ajis02-287	394	24	datta	datta	NOUN
ajis02-287	394	25	and	and	CCONJ
ajis02-287	394	26	ramamritham	ramamritham	PROPN
ajis02-287	394	27	1997	1997	NUM
ajis02-287	394	28	)	)	PUNCT
ajis02-287	394	29	)	)	PUNCT
ajis02-287	394	30	.	.	PUNCT
ajis02-287	395	1	parallelism	parallelism	NOUN
ajis02-287	395	2	in	in	ADP
ajis02-287	395	3	data	datum	NOUN
ajis02-287	395	4	warehousing	warehousing	NOUN
ajis02-287	395	5	in	in	ADP
ajis02-287	395	6	this	this	DET
ajis02-287	395	7	paper	paper	NOUN
ajis02-287	396	1	,	,	PUNCT
ajis02-287	396	2	we	we	PRON
ajis02-287	396	3	have	have	AUX
ajis02-287	396	4	discussed	discuss	VERB
ajis02-287	396	5	possible	possible	ADJ
ajis02-287	396	6	techniques	technique	NOUN
ajis02-287	396	7	to	to	PART
ajis02-287	396	8	evaluate	evaluate	VERB
ajis02-287	396	9	olap	olap	ADJ
ajis02-287	396	10	queries	query	NOUN
ajis02-287	396	11	faster	fast	ADV
ajis02-287	396	12	.	.	PUNCT
ajis02-287	397	1	all	all	DET
ajis02-287	397	2	these	these	DET
ajis02-287	397	3	techniques	technique	NOUN
ajis02-287	397	4	are	be	AUX
ajis02-287	397	5	restricted	restrict	VERB
ajis02-287	397	6	in	in	ADP
ajis02-287	397	7	their	their	PRON
ajis02-287	397	8	ways	way	NOUN
ajis02-287	397	9	.	.	PUNCT
ajis02-287	398	1	the	the	DET
ajis02-287	398	2	precomputation	precomputation	NOUN
ajis02-287	398	3	strategy	strategy	NOUN
ajis02-287	398	4	needs	need	VERB
ajis02-287	398	5	to	to	PART
ajis02-287	398	6	anticipate	anticipate	VERB
ajis02-287	398	7	queries	query	NOUN
ajis02-287	398	8	so	so	SCONJ
ajis02-287	398	9	that	that	SCONJ
ajis02-287	398	10	it	it	PRON
ajis02-287	398	11	can	can	AUX
ajis02-287	398	12	materialize	materialize	VERB
ajis02-287	398	13	them	they	PRON
ajis02-287	398	14	in	in	ADP
ajis02-287	398	15	the	the	DET
ajis02-287	398	16	data	data	NOUN
ajis02-287	398	17	warehouse	warehouse	NOUN
ajis02-287	398	18	.	.	PUNCT
ajis02-287	399	1	olap	olap	PROPN
ajis02-287	399	2	queries	query	NOUN
ajis02-287	399	3	are	be	AUX
ajis02-287	399	4	of	of	ADP
ajis02-287	399	5	ad	ad	NOUN
ajis02-287	399	6	-	-	PUNCT
ajis02-287	399	7	hoc	hoc	X
ajis02-287	399	8	nature	nature	NOUN
ajis02-287	399	9	and	and	CCONJ
ajis02-287	399	10	restricts	restrict	VERB
ajis02-287	399	11	precomputing	precompute	VERB
ajis02-287	399	12	to	to	ADP
ajis02-287	399	13	the	the	DET
ajis02-287	399	14	imagination	imagination	NOUN
ajis02-287	399	15	of	of	ADP
ajis02-287	399	16	the	the	DET
ajis02-287	399	17	52	52	NUM
ajis02-287	399	18	ajis	ajis	NOUN
ajis02-287	399	19	vol	vol	NOUN
ajis02-287	399	20	.	.	PROPN
ajis02-287	399	21	7	7	NUM
ajis02-287	400	1	no	no	NOUN
ajis02-287	400	2	.	.	NOUN
ajis02-287	400	3	1	1	NUM
ajis02-287	400	4	sept	sept	PROPN
ajis02-287	400	5	1999	1999	NUM
ajis02-287	400	6	designer	designer	NOUN
ajis02-287	400	7	.	.	PUNCT
ajis02-287	401	1	the	the	DET
ajis02-287	401	2	indexing	indexing	NOUN
ajis02-287	401	3	schemes	scheme	NOUN
ajis02-287	401	4	we	we	PRON
ajis02-287	401	5	have	have	AUX
ajis02-287	401	6	discussed	discuss	VERB
ajis02-287	401	7	provide	provide	VERB
ajis02-287	401	8	faster	fast	ADJ
ajis02-287	401	9	access	access	NOUN
ajis02-287	401	10	to	to	ADP
ajis02-287	401	11	the	the	DET
ajis02-287	401	12	data	datum	NOUN
ajis02-287	401	13	stored	store	VERB
ajis02-287	401	14	in	in	ADP
ajis02-287	401	15	the	the	DET
ajis02-287	401	16	warehouse	warehouse	NOUN
ajis02-287	401	17	,	,	PUNCT
ajis02-287	401	18	but	but	CCONJ
ajis02-287	401	19	does	do	AUX
ajis02-287	401	20	not	not	PART
ajis02-287	401	21	reduce	reduce	VERB
ajis02-287	401	22	the	the	DET
ajis02-287	401	23	size	size	NOUN
ajis02-287	401	24	of	of	ADP
ajis02-287	401	25	tables	table	NOUN
ajis02-287	401	26	stored	store	VERB
ajis02-287	401	27	at	at	ADP
ajis02-287	401	28	the	the	DET
ajis02-287	401	29	data	datum	NOUN
ajis02-287	401	30	warehouse	warehouse	NOUN
ajis02-287	401	31	.	.	PUNCT
ajis02-287	402	1	one	one	PRON
ajis02-287	402	2	can	can	AUX
ajis02-287	402	3	say	say	VERB
ajis02-287	402	4	that	that	SCONJ
ajis02-287	402	5	the	the	DET
ajis02-287	402	6	strategies	strategy	NOUN
ajis02-287	402	7	presented	present	VERB
ajis02-287	402	8	provide	provide	VERB
ajis02-287	402	9	faster	fast	ADJ
ajis02-287	402	10	query	query	NOUN
ajis02-287	402	11	processing	processing	NOUN
ajis02-287	402	12	,	,	PUNCT
ajis02-287	402	13	but	but	CCONJ
ajis02-287	402	14	they	they	PRON
ajis02-287	402	15	need	need	AUX
ajis02-287	402	16	not	not	PART
ajis02-287	402	17	be	be	AUX
ajis02-287	402	18	fast	fast	ADV
ajis02-287	402	19	enough	enough	ADV
ajis02-287	402	20	as	as	SCONJ
ajis02-287	402	21	perceived	perceive	VERB
ajis02-287	402	22	by	by	ADP
ajis02-287	402	23	the	the	DET
ajis02-287	402	24	user	user	NOUN
ajis02-287	402	25	.	.	PUNCT
ajis02-287	403	1	one	one	NUM
ajis02-287	403	2	mechanism	mechanism	NOUN
ajis02-287	403	3	that	that	PRON
ajis02-287	403	4	is	be	AUX
ajis02-287	403	5	recently	recently	ADV
ajis02-287	403	6	being	be	AUX
ajis02-287	403	7	exploited	exploit	VERB
ajis02-287	403	8	by	by	ADP
ajis02-287	403	9	vendors	vendor	NOUN
ajis02-287	403	10	to	to	PART
ajis02-287	403	11	compute	compute	VERB
ajis02-287	403	12	queries	query	NOUN
ajis02-287	403	13	quickly	quickly	ADV
ajis02-287	403	14	is	be	AUX
ajis02-287	403	15	to	to	PART
ajis02-287	403	16	execute	execute	VERB
ajis02-287	403	17	the	the	DET
ajis02-287	403	18	query	query	NOUN
ajis02-287	403	19	in	in	ADP
ajis02-287	403	20	parallel	parallel	NOUN
ajis02-287	403	21	by	by	ADP
ajis02-287	403	22	partitioning	partition	VERB
ajis02-287	403	23	data	datum	NOUN
ajis02-287	403	24	among	among	ADP
ajis02-287	403	25	a	a	DET
ajis02-287	403	26	set	set	NOUN
ajis02-287	403	27	of	of	ADP
ajis02-287	403	28	processors	processor	NOUN
ajis02-287	403	29	.	.	PUNCT
ajis02-287	404	1	this	this	PRON
ajis02-287	404	2	can	can	AUX
ajis02-287	404	3	potentially	potentially	ADV
ajis02-287	404	4	achieve	achieve	VERB
ajis02-287	404	5	linear	linear	ADJ
ajis02-287	404	6	speedup	speedup	NOUN
ajis02-287	404	7	and	and	CCONJ
ajis02-287	404	8	can	can	AUX
ajis02-287	404	9	significantly	significantly	ADV
ajis02-287	404	10	improve	improve	VERB
ajis02-287	404	11	query	query	NOUN
ajis02-287	404	12	response	response	NOUN
ajis02-287	404	13	times	time	NOUN
ajis02-287	404	14	.	.	PUNCT
ajis02-287	405	1	however	however	ADV
ajis02-287	405	2	to	to	PART
ajis02-287	405	3	exploit	exploit	VERB
ajis02-287	405	4	this	this	DET
ajis02-287	405	5	technology	technology	NOUN
ajis02-287	405	6	we	we	PRON
ajis02-287	405	7	need	need	VERB
ajis02-287	405	8	to	to	PART
ajis02-287	405	9	address	address	VERB
ajis02-287	405	10	a	a	DET
ajis02-287	405	11	few	few	ADJ
ajis02-287	405	12	key	key	ADJ
ajis02-287	405	13	issues	issue	NOUN
ajis02-287	405	14	such	such	ADJ
ajis02-287	405	15	as	as	ADP
ajis02-287	405	16	parallel	parallel	ADJ
ajis02-287	405	17	data	datum	NOUN
ajis02-287	405	18	placement	placement	NOUN
ajis02-287	405	19	and	and	CCONJ
ajis02-287	405	20	parallel	parallel	ADJ
ajis02-287	405	21	join	join	NOUN
ajis02-287	405	22	.	.	PUNCT
ajis02-287	406	1	the	the	DET
ajis02-287	406	2	existing	exist	VERB
ajis02-287	406	3	data	datum	NOUN
ajis02-287	406	4	warehouse	warehouse	NOUN
ajis02-287	406	5	schema	schema	NOUN
ajis02-287	406	6	design	design	NOUN
ajis02-287	406	7	strategies	strategy	NOUN
ajis02-287	406	8	is	be	AUX
ajis02-287	406	9	not	not	PART
ajis02-287	406	10	catered	cater	VERB
ajis02-287	406	11	to	to	PART
ajis02-287	406	12	parallel	parallel	VERB
ajis02-287	406	13	data	datum	NOUN
ajis02-287	406	14	placement	placement	NOUN
ajis02-287	406	15	,	,	PUNCT
ajis02-287	406	16	although	although	SCONJ
ajis02-287	406	17	the	the	DET
ajis02-287	406	18	star	star	NOUN
ajis02-287	406	19	schema	schema	NOUN
ajis02-287	406	20	suggests	suggest	VERB
ajis02-287	406	21	implicitly	implicitly	ADV
ajis02-287	406	22	the	the	DET
ajis02-287	406	23	need	need	NOUN
ajis02-287	406	24	of	of	ADP
ajis02-287	406	25	partitioning	partition	VERB
ajis02-287	406	26	the	the	DET
ajis02-287	406	27	data	datum	NOUN
ajis02-287	406	28	into	into	ADP
ajis02-287	406	29	a	a	DET
ajis02-287	406	30	set	set	NOUN
ajis02-287	406	31	of	of	ADP
ajis02-287	406	32	dimension	dimension	NOUN
ajis02-287	406	33	tables	table	NOUN
ajis02-287	406	34	and	and	CCONJ
ajis02-287	406	35	fact	fact	NOUN
ajis02-287	406	36	tables	table	NOUN
ajis02-287	406	37	.	.	PUNCT
ajis02-287	407	1	many	many	ADJ
ajis02-287	407	2	dbms	dbms	ADJ
ajis02-287	407	3	vendors	vendor	NOUN
ajis02-287	407	4	claim	claim	VERB
ajis02-287	407	5	to	to	PART
ajis02-287	407	6	support	support	VERB
ajis02-287	407	7	parallel	parallel	ADJ
ajis02-287	407	8	data	datum	NOUN
ajis02-287	407	9	warehousing	warehousing	NOUN
ajis02-287	407	10	to	to	ADP
ajis02-287	407	11	various	various	ADJ
ajis02-287	407	12	degrees	degree	NOUN
ajis02-287	407	13	.	.	PUNCT
ajis02-287	408	1	most	most	ADJ
ajis02-287	408	2	of	of	ADP
ajis02-287	408	3	these	these	DET
ajis02-287	408	4	products	product	NOUN
ajis02-287	408	5	,	,	PUNCT
ajis02-287	408	6	however	however	ADV
ajis02-287	408	7	,	,	PUNCT
ajis02-287	408	8	do	do	AUX
ajis02-287	408	9	not	not	PART
ajis02-287	408	10	use	use	VERB
ajis02-287	408	11	the	the	DET
ajis02-287	408	12	dimensionality	dimensionality	NOUN
ajis02-287	408	13	of	of	ADP
ajis02-287	408	14	data	datum	NOUN
ajis02-287	408	15	that	that	PRON
ajis02-287	408	16	exists	exist	VERB
ajis02-287	408	17	in	in	ADP
ajis02-287	408	18	a	a	DET
ajis02-287	408	19	data	data	NOUN
ajis02-287	408	20	warehouse	warehouse	NOUN
ajis02-287	408	21	.	.	PUNCT
ajis02-287	409	1	the	the	DET
ajis02-287	409	2	effective	effective	ADJ
ajis02-287	409	3	use	use	NOUN
ajis02-287	409	4	of	of	ADP
ajis02-287	409	5	parallel	parallel	ADJ
ajis02-287	409	6	processing	processing	NOUN
ajis02-287	409	7	in	in	ADP
ajis02-287	409	8	this	this	DET
ajis02-287	409	9	environment	environment	NOUN
ajis02-287	409	10	can	can	AUX
ajis02-287	409	11	be	be	AUX
ajis02-287	409	12	achieved	achieve	VERB
ajis02-287	409	13	only	only	ADV
ajis02-287	409	14	if	if	SCONJ
ajis02-287	409	15	we	we	PRON
ajis02-287	409	16	are	be	AUX
ajis02-287	409	17	able	able	ADJ
ajis02-287	409	18	to	to	PART
ajis02-287	409	19	find	find	VERB
ajis02-287	409	20	innovative	innovative	ADJ
ajis02-287	409	21	techniques	technique	NOUN
ajis02-287	409	22	for	for	ADP
ajis02-287	409	23	parallel	parallel	ADJ
ajis02-287	409	24	data	datum	NOUN
ajis02-287	409	25	placement	placement	NOUN
ajis02-287	409	26	using	use	VERB
ajis02-287	409	27	the	the	DET
ajis02-287	409	28	underlying	underlie	VERB
ajis02-287	409	29	properties	property	NOUN
ajis02-287	409	30	of	of	ADP
ajis02-287	409	31	data	datum	NOUN
ajis02-287	409	32	in	in	ADP
ajis02-287	409	33	the	the	DET
ajis02-287	409	34	warehouse	warehouse	NOUN
ajis02-287	409	35	.	.	PUNCT
ajis02-287	410	1	(	(	PUNCT
ajis02-287	410	2	datta	datta	NOUN
ajis02-287	410	3	,	,	PUNCT
ajis02-287	410	4	moon	moon	PROPN
ajis02-287	410	5	and	and	CCONJ
ajis02-287	410	6	thomas	thomas	PROPN
ajis02-287	410	7	1998	1998	NUM
ajis02-287	410	8	)	)	PUNCT
ajis02-287	410	9	use	use	VERB
ajis02-287	410	10	the	the	DET
ajis02-287	410	11	data	data	NOUN
ajis02-287	410	12	indexing	indexing	NOUN
ajis02-287	410	13	strategy	strategy	NOUN
ajis02-287	410	14	to	to	PART
ajis02-287	410	15	provide	provide	VERB
ajis02-287	410	16	efficient	efficient	ADJ
ajis02-287	410	17	data	datum	NOUN
ajis02-287	410	18	partitioning	partition	VERB
ajis02-287	410	19	and	and	CCONJ
ajis02-287	410	20	parallel	parallel	ADJ
ajis02-287	410	21	resource	resource	NOUN
ajis02-287	410	22	utilisation	utilisation	NOUN
ajis02-287	410	23	.	.	PUNCT
ajis02-287	411	1	effective	effective	ADJ
ajis02-287	411	2	algorithms	algorithm	NOUN
ajis02-287	411	3	that	that	PRON
ajis02-287	411	4	split	split	VERB
ajis02-287	411	5	the	the	DET
ajis02-287	411	6	data	datum	NOUN
ajis02-287	411	7	among	among	ADP
ajis02-287	411	8	n	n	CCONJ
ajis02-287	411	9	parallel	parallel	ADJ
ajis02-287	411	10	processors	processor	NOUN
ajis02-287	411	11	and	and	CCONJ
ajis02-287	411	12	perform	perform	VERB
ajis02-287	411	13	parallel	parallel	ADJ
ajis02-287	411	14	join	join	NOUN
ajis02-287	411	15	operation	operation	NOUN
ajis02-287	411	16	have	have	AUX
ajis02-287	411	17	been	be	AUX
ajis02-287	411	18	illustrated	illustrate	VERB
ajis02-287	411	19	.	.	PUNCT
ajis02-287	412	1	data	datum	NOUN
ajis02-287	412	2	mining	mining	NOUN
ajis02-287	412	3	issues	issue	NOUN
ajis02-287	412	4	for	for	ADP
ajis02-287	412	5	data	datum	NOUN
ajis02-287	412	6	warehouses	warehouse	NOUN
ajis02-287	412	7	recent	recent	ADJ
ajis02-287	412	8	years	year	NOUN
ajis02-287	412	9	have	have	AUX
ajis02-287	412	10	seen	see	VERB
ajis02-287	412	11	a	a	DET
ajis02-287	412	12	continued	continue	VERB
ajis02-287	412	13	growth	growth	NOUN
ajis02-287	412	14	in	in	ADP
ajis02-287	412	15	the	the	DET
ajis02-287	412	16	size	size	NOUN
ajis02-287	412	17	and	and	CCONJ
ajis02-287	412	18	number	number	NOUN
ajis02-287	412	19	of	of	ADP
ajis02-287	412	20	databases	database	NOUN
ajis02-287	412	21	and	and	CCONJ
ajis02-287	412	22	,	,	PUNCT
ajis02-287	412	23	more	more	ADV
ajis02-287	412	24	recently	recently	ADV
ajis02-287	412	25	,	,	PUNCT
ajis02-287	412	26	in	in	ADP
ajis02-287	412	27	the	the	DET
ajis02-287	412	28	development	development	NOUN
ajis02-287	412	29	of	of	ADP
ajis02-287	412	30	data	datum	NOUN
ajis02-287	412	31	warehouses	warehouse	NOUN
ajis02-287	412	32	.	.	PUNCT
ajis02-287	413	1	whilst	whilst	ADV
ajis02-287	413	2	much	much	ADJ
ajis02-287	413	3	useful	useful	ADJ
ajis02-287	413	4	knowledge	knowledge	NOUN
ajis02-287	413	5	is	be	AUX
ajis02-287	413	6	contained	contain	VERB
ajis02-287	413	7	implicitly	implicitly	ADV
ajis02-287	413	8	in	in	ADP
ajis02-287	413	9	them	they	PRON
ajis02-287	413	10	,	,	PUNCT
ajis02-287	413	11	the	the	DET
ajis02-287	413	12	large	large	ADJ
ajis02-287	413	13	volumes	volume	NOUN
ajis02-287	413	14	of	of	ADP
ajis02-287	413	15	data	datum	NOUN
ajis02-287	413	16	involved	involve	VERB
ajis02-287	413	17	have	have	AUX
ajis02-287	413	18	prevented	prevent	VERB
ajis02-287	413	19	their	their	PRON
ajis02-287	413	20	full	full	ADJ
ajis02-287	413	21	exploitation	exploitation	NOUN
ajis02-287	413	22	.	.	PUNCT
ajis02-287	414	1	this	this	PRON
ajis02-287	414	2	has	have	AUX
ajis02-287	414	3	led	lead	VERB
ajis02-287	414	4	to	to	PART
ajis02-287	414	5	research	research	VERB
ajis02-287	414	6	into	into	ADP
ajis02-287	414	7	the	the	DET
ajis02-287	414	8	automatic	automatic	ADJ
ajis02-287	414	9	extraction	extraction	NOUN
ajis02-287	414	10	or	or	CCONJ
ajis02-287	414	11	synthesis	synthesis	NOUN
ajis02-287	414	12	of	of	ADP
ajis02-287	414	13	knowledge	knowledge	NOUN
ajis02-287	414	14	from	from	ADP
ajis02-287	414	15	databases	database	NOUN
ajis02-287	414	16	commonly	commonly	ADV
ajis02-287	414	17	termed	term	VERB
ajis02-287	414	18	data	datum	NOUN
ajis02-287	414	19	mining	mining	NOUN
ajis02-287	414	20	or	or	CCONJ
ajis02-287	414	21	knowledge	knowledge	NOUN
ajis02-287	414	22	discovery	discovery	NOUN
ajis02-287	414	23	from	from	ADP
ajis02-287	414	24	databases	database	NOUN
ajis02-287	414	25	.	.	PUNCT
ajis02-287	415	1	in	in	ADP
ajis02-287	415	2	the	the	DET
ajis02-287	415	3	late	late	ADJ
ajis02-287	415	4	1980s	1980	NOUN
ajis02-287	415	5	and	and	CCONJ
ajis02-287	415	6	early	early	ADJ
ajis02-287	415	7	1990s	1990	NOUN
ajis02-287	415	8	,	,	PUNCT
ajis02-287	415	9	data	datum	NOUN
ajis02-287	415	10	mining	mining	NOUN
ajis02-287	415	11	,	,	PUNCT
ajis02-287	415	12	and	and	CCONJ
ajis02-287	415	13	the	the	DET
ajis02-287	415	14	wider	wide	ADJ
ajis02-287	415	15	field	field	NOUN
ajis02-287	415	16	of	of	ADP
ajis02-287	415	17	knowledge	knowledge	NOUN
ajis02-287	415	18	discovery	discovery	NOUN
ajis02-287	415	19	from	from	ADP
ajis02-287	415	20	databases	database	NOUN
ajis02-287	415	21	,	,	PUNCT
ajis02-287	415	22	became	become	VERB
ajis02-287	415	23	a	a	DET
ajis02-287	415	24	research	research	NOUN
ajis02-287	415	25	area	area	NOUN
ajis02-287	415	26	with	with	ADP
ajis02-287	415	27	roots	root	NOUN
ajis02-287	415	28	in	in	ADP
ajis02-287	415	29	active	active	ADJ
ajis02-287	415	30	and	and	CCONJ
ajis02-287	415	31	deductive	deductive	ADJ
ajis02-287	415	32	databases	database	NOUN
ajis02-287	415	33	,	,	PUNCT
ajis02-287	415	34	artificial	artificial	ADJ
ajis02-287	415	35	intelligence	intelligence	NOUN
ajis02-287	415	36	research	research	NOUN
ajis02-287	415	37	(	(	PUNCT
ajis02-287	415	38	specifically	specifically	ADV
ajis02-287	415	39	that	that	DET
ajis02-287	415	40	research	research	NOUN
ajis02-287	415	41	looking	look	VERB
ajis02-287	415	42	into	into	ADP
ajis02-287	415	43	machine	machine	NOUN
ajis02-287	415	44	learning	learning	NOUN
ajis02-287	415	45	)	)	PUNCT
ajis02-287	415	46	,	,	PUNCT
ajis02-287	415	47	statistical	statistical	ADJ
ajis02-287	415	48	analysis	analysis	NOUN
ajis02-287	415	49	and	and	CCONJ
ajis02-287	415	50	information	information	NOUN
ajis02-287	415	51	retrieval	retrieval	NOUN
ajis02-287	415	52	.	.	PUNCT
ajis02-287	416	1	more	more	ADV
ajis02-287	416	2	recently	recently	ADV
ajis02-287	416	3	,	,	PUNCT
ajis02-287	416	4	the	the	DET
ajis02-287	416	5	field	field	NOUN
ajis02-287	416	6	has	have	AUX
ajis02-287	416	7	divided	divide	VERB
ajis02-287	416	8	into	into	ADP
ajis02-287	416	9	two	two	NUM
ajis02-287	416	10	sub	sub	NOUN
ajis02-287	416	11	-	-	NOUN
ajis02-287	416	12	areas	area	NOUN
ajis02-287	416	13	:	:	PUNCT
ajis02-287	416	14	•	•	ADP
ajis02-287	416	15	autonomous	autonomous	ADJ
ajis02-287	416	16	and	and	CCONJ
ajis02-287	416	17	semi	semi	ADJ
ajis02-287	416	18	-	-	ADJ
ajis02-287	416	19	autonomous	autonomous	ADJ
ajis02-287	416	20	knowledge	knowledge	NOUN
ajis02-287	416	21	discovery	discovery	NOUN
ajis02-287	416	22	,	,	PUNCT
ajis02-287	416	23	which	which	PRON
ajis02-287	416	24	is	be	AUX
ajis02-287	416	25	looking	look	VERB
ajis02-287	416	26	at	at	ADP
ajis02-287	416	27	applying	apply	VERB
ajis02-287	416	28	previous	previous	ADJ
ajis02-287	416	29	methods	method	NOUN
ajis02-287	416	30	for	for	ADP
ajis02-287	416	31	•	•	NOUN
ajis02-287	416	32	the	the	DET
ajis02-287	416	33	maintenance	maintenance	NOUN
ajis02-287	416	34	of	of	ADP
ajis02-287	416	35	summary	summary	NOUN
ajis02-287	416	36	databases	database	NOUN
ajis02-287	416	37	,	,	PUNCT
ajis02-287	416	38	including	include	VERB
ajis02-287	416	39	a	a	DET
ajis02-287	416	40	strong	strong	ADJ
ajis02-287	416	41	emphasis	emphasis	NOUN
ajis02-287	416	42	on	on	ADP
ajis02-287	416	43	the	the	DET
ajis02-287	416	44	development	development	NOUN
ajis02-287	416	45	of	of	ADP
ajis02-287	416	46	techniques	technique	NOUN
ajis02-287	416	47	that	that	PRON
ajis02-287	416	48	can	can	AUX
ajis02-287	416	49	incrementally	incrementally	ADV
ajis02-287	416	50	keep	keep	VERB
ajis02-287	416	51	summary	summary	NOUN
ajis02-287	416	52	databases	database	NOUN
ajis02-287	416	53	and	and	CCONJ
ajis02-287	416	54	data	datum	NOUN
ajis02-287	416	55	warehouses	warehouse	NOUN
ajis02-287	416	56	up	up	ADP
ajis02-287	416	57	to	to	ADP
ajis02-287	416	58	date	date	NOUN
ajis02-287	416	59	;	;	PUNCT
ajis02-287	416	60	•	•	NUM
ajis02-287	416	61	the	the	DET
ajis02-287	416	62	extraction	extraction	NOUN
ajis02-287	416	63	of	of	ADP
ajis02-287	416	64	knowledge	knowledge	NOUN
ajis02-287	416	65	for	for	ADP
ajis02-287	416	66	the	the	DET
ajis02-287	416	67	more	more	ADV
ajis02-287	416	68	highly	highly	ADV
ajis02-287	416	69	structured	structured	ADJ
ajis02-287	416	70	data	data	NOUN
ajis02-287	416	71	warehouses	warehouse	NOUN
ajis02-287	416	72	;	;	PUNCT
ajis02-287	416	73	•	•	NUM
ajis02-287	416	74	the	the	DET
ajis02-287	416	75	extraction	extraction	NOUN
ajis02-287	416	76	of	of	ADP
ajis02-287	416	77	data	datum	NOUN
ajis02-287	416	78	from	from	ADP
ajis02-287	416	79	multi	multi	ADJ
ajis02-287	416	80	-	-	ADJ
ajis02-287	416	81	dimensional	dimensional	ADJ
ajis02-287	416	82	databases	database	NOUN
ajis02-287	416	83	including	include	VERB
ajis02-287	416	84	temporal	temporal	ADJ
ajis02-287	416	85	and	and	CCONJ
ajis02-287	416	86	spatio	spatio	ADJ
ajis02-287	416	87	-	-	PUNCT
ajis02-287	416	88	temporal	temporal	ADJ
ajis02-287	416	89	databases	database	NOUN
ajis02-287	416	90	.	.	PUNCT
ajis02-287	417	1	•	•	NUM
ajis02-287	417	2	the	the	DET
ajis02-287	417	3	development	development	NOUN
ajis02-287	417	4	of	of	ADP
ajis02-287	417	5	databases	database	NOUN
ajis02-287	417	6	that	that	PRON
ajis02-287	417	7	accommodate	accommodate	VERB
ajis02-287	417	8	induction	induction	NOUN
ajis02-287	417	9	in	in	ADP
ajis02-287	417	10	databases	database	NOUN
ajis02-287	417	11	and	and	CCONJ
ajis02-287	417	12	data	datum	NOUN
ajis02-287	417	13	warehouses	warehouse	NOUN
ajis02-287	417	14	.	.	PUNCT
ajis02-287	418	1	from	from	ADP
ajis02-287	418	2	the	the	DET
ajis02-287	418	3	standpoint	standpoint	NOUN
ajis02-287	418	4	of	of	ADP
ajis02-287	418	5	data	datum	NOUN
ajis02-287	418	6	warehouses	warehouse	NOUN
ajis02-287	418	7	,	,	PUNCT
ajis02-287	418	8	data	data	NOUN
ajis02-287	418	9	mining	mining	NOUN
ajis02-287	418	10	has	have	VERB
ajis02-287	418	11	much	much	ADJ
ajis02-287	418	12	to	to	PART
ajis02-287	418	13	offer	offer	VERB
ajis02-287	418	14	although	although	SCONJ
ajis02-287	418	15	to	to	ADP
ajis02-287	418	16	date	date	NOUN
ajis02-287	418	17	,	,	PUNCT
ajis02-287	418	18	with	with	ADP
ajis02-287	418	19	a	a	DET
ajis02-287	418	20	few	few	ADJ
ajis02-287	418	21	notable	notable	ADJ
ajis02-287	418	22	exceptions	exception	NOUN
ajis02-287	418	23	,	,	PUNCT
ajis02-287	418	24	the	the	DET
ajis02-287	418	25	'	'	PUNCT
ajis02-287	418	26	mining	mining	NOUN
ajis02-287	418	27	'	'	PUNCT
ajis02-287	418	28	of	of	ADP
ajis02-287	418	29	data	datum	NOUN
ajis02-287	418	30	in	in	ADP
ajis02-287	418	31	commercial	commercial	ADJ
ajis02-287	418	32	or	or	CCONJ
ajis02-287	418	33	industrial	industrial	ADJ
ajis02-287	418	34	databases	database	NOUN
ajis02-287	418	35	has	have	AUX
ajis02-287	418	36	largely	largely	ADV
ajis02-287	418	37	been	be	AUX
ajis02-287	418	38	under	under	ADP
ajis02-287	418	39	the	the	DET
ajis02-287	418	40	umbrella	umbrella	NOUN
ajis02-287	418	41	of	of	ADP
ajis02-287	418	42	olap	olap	ADJ
ajis02-287	418	43	technologies	technology	NOUN
ajis02-287	418	44	.	.	PUNCT
ajis02-287	419	1	notable	notable	ADJ
ajis02-287	419	2	exceptions	exception	NOUN
ajis02-287	419	3	include	include	VERB
ajis02-287	419	4	(	(	PUNCT
ajis02-287	419	5	fayyad	fayyad	PROPN
ajis02-287	419	6	,	,	PUNCT
ajis02-287	419	7	weir	weir	NOUN
ajis02-287	419	8	and	and	CCONJ
ajis02-287	419	9	djorgovski	djorgovski	ADJ
ajis02-287	419	10	1993	1993	NUM
ajis02-287	419	11	;	;	PUNCT
ajis02-287	419	12	keats	keat	NOUN
ajis02-287	419	13	and	and	CCONJ
ajis02-287	419	14	loo	loo	VERB
ajis02-287	419	15	1997	1997	NUM
ajis02-287	419	16	;	;	PUNCT
ajis02-287	419	17	shortland	shortland	PROPN
ajis02-287	419	18	and	and	CCONJ
ajis02-287	419	19	scarfe	scarfe	PROPN
ajis02-287	419	20	1994	1994	NUM
ajis02-287	419	21	;	;	PUNCT
ajis02-287	419	22	viveros	vivero	NOUN
ajis02-287	419	23	,	,	PUNCT
ajis02-287	419	24	nearhos	nearhos	NOUN
ajis02-287	419	25	and	and	CCONJ
ajis02-287	419	26	rothman	rothman	PROPN
ajis02-287	419	27	1996	1996	NUM
ajis02-287	419	28	;	;	PUNCT
ajis02-287	419	29	ziarko	ziarko	PROPN
ajis02-287	419	30	,	,	PUNCT
ajis02-287	419	31	golan	golan	PROPN
ajis02-287	419	32	and	and	CCONJ
ajis02-287	419	33	edwards	edwards	PROPN
ajis02-287	419	34	1993	1993	NUM
ajis02-287	419	35	)	)	PUNCT
ajis02-287	419	36	which	which	PRON
ajis02-287	419	37	show	show	VERB
ajis02-287	419	38	the	the	DET
ajis02-287	419	39	utility	utility	NOUN
ajis02-287	419	40	of	of	ADP
ajis02-287	419	41	autonomous	autonomous	ADJ
ajis02-287	419	42	data	datum	NOUN
ajis02-287	419	43	mining	mining	NOUN
ajis02-287	419	44	.	.	PUNCT
ajis02-287	420	1	the	the	DET
ajis02-287	420	2	predefined	predefine	VERB
ajis02-287	420	3	schemata	schemata	NOUN
ajis02-287	420	4	(	(	PUNCT
ajis02-287	420	5	which	which	PRON
ajis02-287	420	6	may	may	AUX
ajis02-287	420	7	be	be	AUX
ajis02-287	420	8	in	in	ADP
ajis02-287	420	9	various	various	ADJ
ajis02-287	420	10	formats	format	NOUN
ajis02-287	420	11	as	as	SCONJ
ajis02-287	420	12	described	describe	VERB
ajis02-287	420	13	earlier	early	ADV
ajis02-287	420	14	)	)	PUNCT
ajis02-287	420	15	provide	provide	VERB
ajis02-287	420	16	a	a	DET
ajis02-287	420	17	template	template	NOUN
ajis02-287	420	18	from	from	ADP
ajis02-287	420	19	which	which	PRON
ajis02-287	420	20	mining	mining	NOUN
ajis02-287	420	21	can	can	AUX
ajis02-287	420	22	then	then	ADV
ajis02-287	420	23	proceed	proceed	VERB
ajis02-287	420	24	.	.	PUNCT
ajis02-287	421	1	as	as	SCONJ
ajis02-287	421	2	discussed	discuss	VERB
ajis02-287	421	3	in	in	ADP
ajis02-287	421	4	(	(	PUNCT
ajis02-287	421	5	rainsford	rainsford	NOUN
ajis02-287	421	6	and	and	CCONJ
ajis02-287	421	7	roddick	roddick	PROPN
ajis02-287	421	8	1999	1999	NUM
ajis02-287	421	9	)	)	PUNCT
ajis02-287	421	10	,	,	PUNCT
ajis02-287	421	11	learning	learn	VERB
ajis02-287	421	12	from	from	ADP
ajis02-287	421	13	data	datum	NOUN
ajis02-287	421	14	warehouses	warehouse	NOUN
ajis02-287	421	15	has	have	VERB
ajis02-287	421	16	a	a	DET
ajis02-287	421	17	number	number	NOUN
ajis02-287	421	18	of	of	ADP
ajis02-287	421	19	advantages	advantage	NOUN
ajis02-287	421	20	:	:	PUNCT
ajis02-287	421	21	•	•	SCONJ
ajis02-287	421	22	the	the	DET
ajis02-287	421	23	data	datum	NOUN
ajis02-287	421	24	is	be	AUX
ajis02-287	421	25	stored	store	VERB
ajis02-287	421	26	in	in	ADP
ajis02-287	421	27	a	a	DET
ajis02-287	421	28	more	more	ADV
ajis02-287	421	29	or	or	CCONJ
ajis02-287	421	30	less	less	ADV
ajis02-287	421	31	structured	structured	ADJ
ajis02-287	421	32	manner	manner	NOUN
ajis02-287	421	33	.	.	PUNCT
ajis02-287	422	1	for	for	ADP
ajis02-287	422	2	example	example	NOUN
ajis02-287	422	3	data	datum	NOUN
ajis02-287	422	4	is	be	AUX
ajis02-287	422	5	typically	typically	ADV
ajis02-287	422	6	structured	structure	VERB
ajis02-287	422	7	into	into	ADP
ajis02-287	422	8	(	(	PUNCT
ajis02-287	422	9	normalised	normalise	VERB
ajis02-287	422	10	or	or	CCONJ
ajis02-287	422	11	denormalised	denormalised	ADJ
ajis02-287	422	12	)	)	PUNCT
ajis02-287	422	13	relations	relation	NOUN
ajis02-287	422	14	that	that	PRON
ajis02-287	422	15	eliminate	eliminate	VERB
ajis02-287	422	16	redundancy	redundancy	NOUN
ajis02-287	422	17	and	and	CCONJ
ajis02-287	422	18	can	can	AUX
ajis02-287	422	19	be	be	AUX
ajis02-287	422	20	joined	join	VERB
ajis02-287	422	21	in	in	ADP
ajis02-287	422	22	various	various	ADJ
ajis02-287	422	23	ways	way	NOUN
ajis02-287	422	24	to	to	PART
ajis02-287	422	25	retrieve	retrieve	VERB
ajis02-287	422	26	the	the	DET
ajis02-287	422	27	required	require	VERB
ajis02-287	422	28	data	data	NOUN
ajis02-287	422	29	sets	set	NOUN
ajis02-287	422	30	from	from	ADP
ajis02-287	422	31	a	a	DET
ajis02-287	422	32	database	database	NOUN
ajis02-287	422	33	.	.	PUNCT
ajis02-287	423	1	in	in	ADP
ajis02-287	423	2	other	other	ADJ
ajis02-287	423	3	database	database	NOUN
ajis02-287	423	4	paradigms	paradigm	VERB
ajis02-287	423	5	,	,	PUNCT
ajis02-287	423	6	either	either	CCONJ
ajis02-287	423	7	more	more	ADV
ajis02-287	423	8	or	or	CCONJ
ajis02-287	423	9	less	less	ADJ
ajis02-287	423	10	structure	structure	NOUN
ajis02-287	423	11	is	be	AUX
ajis02-287	423	12	available	available	ADJ
ajis02-287	423	13	.	.	PUNCT
ajis02-287	424	1	nevertheless	nevertheless	ADV
ajis02-287	424	2	a	a	DET
ajis02-287	424	3	certain	certain	ADJ
ajis02-287	424	4	amount	amount	NOUN
ajis02-287	424	5	of	of	ADP
ajis02-287	424	6	apriori	apriori	ADV
ajis02-287	424	7	known	know	VERB
ajis02-287	424	8	structure	structure	NOUN
ajis02-287	424	9	is	be	AUX
ajis02-287	424	10	available	available	ADJ
ajis02-287	424	11	and	and	CCONJ
ajis02-287	424	12	can	can	AUX
ajis02-287	424	13	,	,	PUNCT
ajis02-287	424	14	and	and	CCONJ
ajis02-287	424	15	arguably	arguably	ADV
ajis02-287	424	16	should	should	AUX
ajis02-287	424	17	be	be	AUX
ajis02-287	424	18	,	,	PUNCT
ajis02-287	424	19	utilised	utilise	VERB
ajis02-287	424	20	in	in	ADP
ajis02-287	424	21	the	the	DET
ajis02-287	424	22	mining	mining	NOUN
ajis02-287	424	23	process	process	NOUN
ajis02-287	424	24	.	.	PUNCT
ajis02-287	425	1	•	•	NUM
ajis02-287	425	2	in	in	ADP
ajis02-287	425	3	addition	addition	NOUN
ajis02-287	425	4	to	to	ADP
ajis02-287	425	5	the	the	DET
ajis02-287	425	6	structure	structure	NOUN
ajis02-287	425	7	above	above	ADV
ajis02-287	425	8	,	,	PUNCT
ajis02-287	425	9	some	some	DET
ajis02-287	425	10	domain	domain	NOUN
ajis02-287	425	11	knowledge	knowledge	NOUN
ajis02-287	425	12	may	may	AUX
ajis02-287	425	13	already	already	ADV
ajis02-287	425	14	be	be	AUX
ajis02-287	425	15	encoded	encode	VERB
ajis02-287	425	16	implicitly	implicitly	ADV
ajis02-287	425	17	or	or	CCONJ
ajis02-287	425	18	explicitly	explicitly	ADV
ajis02-287	425	19	within	within	ADP
ajis02-287	425	20	the	the	DET
ajis02-287	425	21	database	database	NOUN
ajis02-287	425	22	.	.	PUNCT
ajis02-287	426	1	for	for	ADP
ajis02-287	426	2	example	example	NOUN
ajis02-287	426	3	,	,	PUNCT
ajis02-287	426	4	the	the	DET
ajis02-287	426	5	existence	existence	NOUN
ajis02-287	426	6	of	of	ADP
ajis02-287	426	7	a	a	DET
ajis02-287	426	8	participation	participation	NOUN
ajis02-287	426	9	constraint	constraint	NOUN
ajis02-287	426	10	may	may	AUX
ajis02-287	426	11	be	be	AUX
ajis02-287	426	12	flagged	flag	VERB
ajis02-287	426	13	by	by	ADP
ajis02-287	426	14	a	a	DET
ajis02-287	426	15	not	not	PART
ajis02-287	426	16	null	null	ADJ
ajis02-287	426	17	constraint	constraint	NOUN
ajis02-287	426	18	.	.	PUNCT
ajis02-287	427	1	similarly	similarly	ADV
ajis02-287	427	2	,	,	PUNCT
ajis02-287	427	3	the	the	DET
ajis02-287	427	4	cardinality	cardinality	NOUN
ajis02-287	427	5	of	of	ADP
ajis02-287	427	6	relationships	relationship	NOUN
ajis02-287	427	7	is	be	AUX
ajis02-287	427	8	also	also	ADV
ajis02-287	427	9	often	often	ADV
ajis02-287	427	10	explicit	explicit	ADJ
ajis02-287	427	11	within	within	ADP
ajis02-287	427	12	database	database	NOUN
ajis02-287	427	13	structure	structure	NOUN
ajis02-287	427	14	and	and	CCONJ
ajis02-287	427	15	constraints	constraint	NOUN
ajis02-287	427	16	.	.	PUNCT
ajis02-287	428	1	•	•	NUM
ajis02-287	428	2	high	high	ADJ
ajis02-287	428	3	performance	performance	NOUN
ajis02-287	428	4	query	query	NOUN
ajis02-287	428	5	,	,	PUNCT
ajis02-287	428	6	data	data	NOUN
ajis02-287	428	7	manipulation	manipulation	NOUN
ajis02-287	428	8	and	and	CCONJ
ajis02-287	428	9	transaction	transaction	NOUN
ajis02-287	428	10	tools	tool	NOUN
ajis02-287	428	11	are	be	AUX
ajis02-287	428	12	already	already	ADV
ajis02-287	428	13	available	available	ADJ
ajis02-287	428	14	.	.	PUNCT
ajis02-287	429	1	this	this	PRON
ajis02-287	429	2	would	would	AUX
ajis02-287	429	3	include	include	VERB
ajis02-287	429	4	the	the	DET
ajis02-287	429	5	database	database	NOUN
ajis02-287	429	6	management	management	NOUN
ajis02-287	429	7	system	system	NOUN
ajis02-287	429	8	,	,	PUNCT
ajis02-287	429	9	associated	associate	VERB
ajis02-287	429	10	query	query	NOUN
ajis02-287	429	11	language	language	NOUN
ajis02-287	429	12	,	,	PUNCT
ajis02-287	429	13	specialised	specialised	ADJ
ajis02-287	429	14	hardware	hardware	NOUN
ajis02-287	429	15	and	and	CCONJ
ajis02-287	429	16	other	other	ADJ
ajis02-287	429	17	database	database	NOUN
ajis02-287	429	18	tools	tool	NOUN
ajis02-287	429	19	.	.	PUNCT
ajis02-287	430	1	it	it	PRON
ajis02-287	430	2	therefore	therefore	ADV
ajis02-287	430	3	makes	make	VERB
ajis02-287	430	4	some	some	DET
ajis02-287	430	5	sense	sense	NOUN
ajis02-287	430	6	to	to	PART
ajis02-287	430	7	use	use	VERB
ajis02-287	430	8	these	these	DET
ajis02-287	430	9	tools	tool	NOUN
ajis02-287	430	10	to	to	PART
ajis02-287	430	11	interrogate	interrogate	VERB
ajis02-287	430	12	the	the	DET
ajis02-287	430	13	database	database	NOUN
ajis02-287	430	14	where	where	SCONJ
ajis02-287	430	15	appropriate	appropriate	ADJ
ajis02-287	430	16	.	.	PUNCT
ajis02-287	431	1	similarly	similarly	ADV
ajis02-287	431	2	,	,	PUNCT
ajis02-287	431	3	the	the	DET
ajis02-287	431	4	use	use	NOUN
ajis02-287	431	5	of	of	ADP
ajis02-287	431	6	data	datum	NOUN
ajis02-287	431	7	resident	resident	NOUN
ajis02-287	431	8	in	in	ADP
ajis02-287	431	9	databases	database	NOUN
ajis02-287	431	10	and	and	CCONJ
ajis02-287	431	11	data	datum	NOUN
ajis02-287	431	12	warehouses	warehouse	NOUN
ajis02-287	431	13	imposes	impose	VERB
ajis02-287	431	14	a	a	DET
ajis02-287	431	15	number	number	NOUN
ajis02-287	431	16	of	of	ADP
ajis02-287	431	17	characteristics	characteristic	NOUN
ajis02-287	431	18	and	and	CCONJ
ajis02-287	431	19	constraints	constraint	NOUN
ajis02-287	431	20	not	not	PART
ajis02-287	431	21	necessarily	necessarily	ADV
ajis02-287	431	22	encountered	encounter	VERB
ajis02-287	431	23	in	in	ADP
ajis02-287	431	24	smaller	small	ADJ
ajis02-287	431	25	volume	volume	NOUN
ajis02-287	431	26	machine	machine	NOUN
ajis02-287	431	27	learning	learn	VERB
ajis02-287	431	28	applications	application	NOUN
ajis02-287	431	29	:	:	PUNCT
ajis02-287	431	30	•	•	ADP
ajis02-287	431	31	the	the	DET
ajis02-287	431	32	volume	volume	NOUN
ajis02-287	431	33	of	of	ADP
ajis02-287	431	34	data	datum	NOUN
ajis02-287	431	35	is	be	AUX
ajis02-287	431	36	typically	typically	ADV
ajis02-287	431	37	large	large	ADJ
ajis02-287	431	38	.	.	PUNCT
ajis02-287	432	1	for	for	ADP
ajis02-287	432	2	example	example	NOUN
ajis02-287	432	3	,	,	PUNCT
ajis02-287	432	4	the	the	DET
ajis02-287	432	5	skicat	skicat	ADJ
ajis02-287	432	6	system	system	NOUN
ajis02-287	432	7	has	have	AUX
ajis02-287	432	8	been	be	AUX
ajis02-287	432	9	developed	develop	VERB
ajis02-287	432	10	to	to	PART
ajis02-287	432	11	process	process	VERB
ajis02-287	432	12	three	three	NUM
ajis02-287	432	13	terabytes	terabyte	NOUN
ajis02-287	432	14	of	of	ADP
ajis02-287	432	15	graphic	graphic	ADJ
ajis02-287	432	16	images	image	NOUN
ajis02-287	432	17	resulting	result	VERB
ajis02-287	432	18	from	from	ADP
ajis02-287	432	19	a	a	DET
ajis02-287	432	20	sky	sky	NOUN
ajis02-287	432	21	survey	survey	NOUN
ajis02-287	432	22	(	(	PUNCT
ajis02-287	432	23	fayyad	fayyad	PROPN
ajis02-287	432	24	,	,	PUNCT
ajis02-287	432	25	weir	weir	NOUN
ajis02-287	432	26	and	and	CCONJ
ajis02-287	432	27	djorgovski	djorgovski	ADJ
ajis02-287	432	28	1993	1993	NUM
ajis02-287	432	29	)	)	PUNCT
ajis02-287	432	30	.	.	PUNCT
ajis02-287	433	1	53	53	NUM
ajis02-287	433	2	ajis	ajis	NOUN
ajis02-287	433	3	vol	vol	NOUN
ajis02-287	433	4	.	.	PROPN
ajis02-287	434	1	7	7	NUM
ajis02-287	434	2	no	no	NOUN
ajis02-287	434	3	.	.	NOUN
ajis02-287	434	4	1	1	NUM
ajis02-287	434	5	sept	sept	PROPN
ajis02-287	434	6	1999	1999	NUM
ajis02-287	434	7	while	while	SCONJ
ajis02-287	434	8	this	this	PRON
ajis02-287	434	9	may	may	AUX
ajis02-287	434	10	be	be	AUX
ajis02-287	434	11	at	at	ADP
ajis02-287	434	12	the	the	DET
ajis02-287	434	13	high	high	ADJ
ajis02-287	434	14	end	end	NOUN
ajis02-287	434	15	,	,	PUNCT
ajis02-287	434	16	data	data	NOUN
ajis02-287	434	17	warehouse	warehouse	NOUN
ajis02-287	434	18	volumes	volume	NOUN
ajis02-287	434	19	are	be	AUX
ajis02-287	434	20	typically	typically	ADV
ajis02-287	434	21	in	in	ADP
ajis02-287	434	22	or	or	CCONJ
ajis02-287	434	23	close	close	ADJ
ajis02-287	434	24	to	to	ADP
ajis02-287	434	25	the	the	DET
ajis02-287	434	26	gigabyte	gigabyte	NOUN
ajis02-287	434	27	range	range	NOUN
ajis02-287	434	28	.	.	PUNCT
ajis02-287	435	1	any	any	DET
ajis02-287	435	2	data	data	NOUN
ajis02-287	435	3	mining	mining	NOUN
ajis02-287	435	4	tool	tool	NOUN
ajis02-287	435	5	must	must	AUX
ajis02-287	435	6	therefore	therefore	ADV
ajis02-287	435	7	perform	perform	VERB
ajis02-287	435	8	satisfactorily	satisfactorily	ADV
ajis02-287	435	9	on	on	ADP
ajis02-287	435	10	large	large	ADJ
ajis02-287	435	11	volumes	volume	NOUN
ajis02-287	435	12	of	of	ADP
ajis02-287	435	13	data	data	PROPN
ajis02-287	435	14	.	.	PUNCT
ajis02-287	436	1	•	•	NUM
ajis02-287	436	2	the	the	DET
ajis02-287	436	3	data	datum	NOUN
ajis02-287	436	4	may	may	AUX
ajis02-287	436	5	contain	contain	VERB
ajis02-287	436	6	noise	noise	NOUN
ajis02-287	436	7	.	.	PUNCT
ajis02-287	437	1	data	datum	NOUN
ajis02-287	437	2	mining	mining	NOUN
ajis02-287	437	3	tools	tool	NOUN
ajis02-287	437	4	must	must	AUX
ajis02-287	437	5	provide	provide	VERB
ajis02-287	437	6	adequate	adequate	ADJ
ajis02-287	437	7	mechanisms	mechanism	NOUN
ajis02-287	437	8	for	for	ADP
ajis02-287	437	9	finding	find	VERB
ajis02-287	437	10	sufficiently	sufficiently	ADV
ajis02-287	437	11	accurate	accurate	ADJ
ajis02-287	437	12	results	result	NOUN
ajis02-287	437	13	from	from	ADP
ajis02-287	437	14	noisy	noisy	ADJ
ajis02-287	437	15	data	datum	NOUN
ajis02-287	437	16	.	.	PUNCT
ajis02-287	438	1	•	•	NUM
ajis02-287	438	2	the	the	DET
ajis02-287	438	3	database	database	NOUN
ajis02-287	438	4	may	may	AUX
ajis02-287	438	5	contain	contain	VERB
ajis02-287	438	6	incomplete	incomplete	ADJ
ajis02-287	438	7	information	information	NOUN
ajis02-287	438	8	.	.	PUNCT
ajis02-287	439	1	not	not	PART
ajis02-287	439	2	all	all	DET
ajis02-287	439	3	information	information	NOUN
ajis02-287	439	4	useful	useful	ADJ
ajis02-287	439	5	for	for	ADP
ajis02-287	439	6	the	the	DET
ajis02-287	439	7	discovery	discovery	NOUN
ajis02-287	439	8	of	of	ADP
ajis02-287	439	9	knowledge	knowledge	NOUN
ajis02-287	439	10	may	may	AUX
ajis02-287	439	11	actually	actually	ADV
ajis02-287	439	12	be	be	AUX
ajis02-287	439	13	stored	store	VERB
ajis02-287	439	14	within	within	ADP
ajis02-287	439	15	the	the	DET
ajis02-287	439	16	database	database	NOUN
ajis02-287	439	17	.	.	PUNCT
ajis02-287	440	1	likewise	likewise	ADV
ajis02-287	440	2	,	,	PUNCT
ajis02-287	440	3	much	much	ADV
ajis02-287	440	4	redundant	redundant	ADJ
ajis02-287	440	5	and	and	CCONJ
ajis02-287	440	6	useless	useless	ADJ
ajis02-287	440	7	data	datum	NOUN
ajis02-287	440	8	may	may	AUX
ajis02-287	440	9	also	also	ADV
ajis02-287	440	10	be	be	AUX
ajis02-287	440	11	present	present	ADJ
ajis02-287	440	12	.	.	PUNCT
ajis02-287	441	1	data	datum	NOUN
ajis02-287	441	2	mining	mining	NOUN
ajis02-287	441	3	tools	tool	NOUN
ajis02-287	441	4	must	must	AUX
ajis02-287	441	5	therefore	therefore	ADV
ajis02-287	441	6	facilitate	facilitate	VERB
ajis02-287	441	7	both	both	DET
ajis02-287	441	8	the	the	DET
ajis02-287	441	9	selection	selection	NOUN
ajis02-287	441	10	of	of	ADP
ajis02-287	441	11	relevant	relevant	ADJ
ajis02-287	441	12	data	datum	NOUN
ajis02-287	441	13	,	,	PUNCT
ajis02-287	441	14	and	and	CCONJ
ajis02-287	441	15	learning	learn	VERB
ajis02-287	441	16	with	with	ADP
ajis02-287	441	17	incomplete	incomplete	ADJ
ajis02-287	441	18	knowledge	knowledge	NOUN
ajis02-287	441	19	.	.	PUNCT
ajis02-287	442	1	•	•	NUM
ajis02-287	442	2	in	in	ADP
ajis02-287	442	3	general	general	ADJ
ajis02-287	442	4	,	,	PUNCT
ajis02-287	442	5	data	datum	NOUN
ajis02-287	442	6	is	be	AUX
ajis02-287	442	7	not	not	PART
ajis02-287	442	8	collected	collect	VERB
ajis02-287	442	9	for	for	ADP
ajis02-287	442	10	the	the	DET
ajis02-287	442	11	purpose	purpose	NOUN
ajis02-287	442	12	of	of	ADP
ajis02-287	442	13	knowledge	knowledge	NOUN
ajis02-287	442	14	discovery	discovery	NOUN
ajis02-287	442	15	.	.	PUNCT
ajis02-287	443	1	as	as	ADV
ajis02-287	443	2	well	well	ADV
ajis02-287	443	3	as	as	ADP
ajis02-287	443	4	leading	lead	VERB
ajis02-287	443	5	to	to	ADP
ajis02-287	443	6	some	some	PRON
ajis02-287	443	7	of	of	ADP
ajis02-287	443	8	the	the	DET
ajis02-287	443	9	above	above	ADJ
ajis02-287	443	10	problems	problem	NOUN
ajis02-287	443	11	this	this	PRON
ajis02-287	443	12	means	mean	VERB
ajis02-287	443	13	that	that	SCONJ
ajis02-287	443	14	data	datum	NOUN
ajis02-287	443	15	may	may	AUX
ajis02-287	443	16	be	be	AUX
ajis02-287	443	17	formatted	format	VERB
ajis02-287	443	18	or	or	CCONJ
ajis02-287	443	19	interpreted	interpret	VERB
ajis02-287	443	20	inappropriately	inappropriately	ADV
ajis02-287	443	21	.	.	PUNCT
ajis02-287	444	1	knowledge	knowledge	NOUN
ajis02-287	444	2	discovery	discovery	NOUN
ajis02-287	444	3	tools	tool	NOUN
ajis02-287	444	4	must	must	AUX
ajis02-287	444	5	therefore	therefore	ADV
ajis02-287	444	6	be	be	AUX
ajis02-287	444	7	able	able	ADJ
ajis02-287	444	8	to	to	PART
ajis02-287	444	9	access	access	VERB
ajis02-287	444	10	data	datum	NOUN
ajis02-287	444	11	stored	store	VERB
ajis02-287	444	12	in	in	ADP
ajis02-287	444	13	various	various	ADJ
ajis02-287	444	14	formats	format	NOUN
ajis02-287	444	15	.	.	PUNCT
ajis02-287	445	1	a	a	DET
ajis02-287	445	2	number	number	NOUN
ajis02-287	445	3	of	of	ADP
ajis02-287	445	4	models	model	NOUN
ajis02-287	445	5	of	of	ADP
ajis02-287	445	6	the	the	DET
ajis02-287	445	7	data	data	NOUN
ajis02-287	445	8	mining	mining	NOUN
ajis02-287	445	9	process	process	NOUN
ajis02-287	445	10	have	have	AUX
ajis02-287	445	11	been	be	AUX
ajis02-287	445	12	suggested	suggest	VERB
ajis02-287	445	13	.	.	PUNCT
ajis02-287	446	1	all	all	PRON
ajis02-287	446	2	split	split	VERB
ajis02-287	446	3	the	the	DET
ajis02-287	446	4	mining	mining	NOUN
ajis02-287	446	5	process	process	NOUN
ajis02-287	446	6	into	into	ADP
ajis02-287	446	7	a	a	DET
ajis02-287	446	8	number	number	NOUN
ajis02-287	446	9	of	of	ADP
ajis02-287	446	10	phases	phase	NOUN
ajis02-287	446	11	that	that	PRON
ajis02-287	446	12	are	be	AUX
ajis02-287	446	13	iterated	iterate	VERB
ajis02-287	446	14	as	as	ADP
ajis02-287	446	15	appropriate	appropriate	ADJ
ajis02-287	446	16	.	.	PUNCT
ajis02-287	447	1	the	the	DET
ajis02-287	447	2	models	model	NOUN
ajis02-287	447	3	suggested	suggest	VERB
ajis02-287	447	4	can	can	AUX
ajis02-287	447	5	be	be	AUX
ajis02-287	447	6	adapted	adapt	VERB
ajis02-287	447	7	to	to	PART
ajis02-287	447	8	use	use	VERB
ajis02-287	447	9	with	with	ADP
ajis02-287	447	10	data	datum	NOUN
ajis02-287	447	11	warehouses	warehouse	NOUN
ajis02-287	447	12	as	as	SCONJ
ajis02-287	447	13	shown	show	VERB
ajis02-287	447	14	in	in	ADP
ajis02-287	447	15	the	the	DET
ajis02-287	447	16	figure	figure	NOUN
ajis02-287	447	17	.	.	PUNCT
ajis02-287	448	1	applications	application	NOUN
ajis02-287	448	2	.j	.j	VERB
ajis02-287	448	3	v	v	NOUN
ajis02-287	448	4	'	'	PUNCT
ajis02-287	448	5	»	»	PUNCT
ajis02-287	448	6	.%-••	.%-••	PUNCT
ajis02-287	449	1	*	*	PUNCT
ajis02-287	449	2	*	*	PUNCT
ajis02-287	450	1	-•	-•	PROPN
ajis02-287	450	2	<	<	X
ajis02-287	450	3	f	f	X
ajis02-287	450	4	?	?	PUNCT
ajis02-287	450	5	y	y	PROPN
ajis02-287	450	6	!	!	PUNCT
ajis02-287	450	7	••-••	••-••	PROPN
ajis02-287	451	1	s	s	PART
ajis02-287	451	2	«	«	PUNCT
ajis02-287	451	3	•	•	NUM
ajis02-287	451	4	»	»	NOUN
ajis02-287	451	5	«	«	PUNCT
ajis02-287	451	6	,	,	PUNCT
ajis02-287	451	7	*	*	PUNCT
ajis02-287	451	8	•	•	NOUN
ajis02-287	451	9	'	'	PUNCT
ajis02-287	451	10	"	"	PUNCT
ajis02-287	451	11	-	-	PUNCT
ajis02-287	451	12	«	«	PUNCT
ajis02-287	451	13	r	r	NOUN
ajis02-287	451	14	;	;	PUNCT
ajis02-287	451	15	•	•	NUM
ajis02-287	451	16	,	,	PUNCT
ajis02-287	451	17	•	•	NOUN
ajis02-287	451	18	,	,	PUNCT
ajis02-287	451	19	•	•	NUM
ajis02-287	451	20	•	•	NOUN
ajis02-287	451	21	•	•	NUM
ajis02-287	451	22	-t,•	-t,•	PROPN
ajis02-287	451	23	•	•	NUM
ajis02-287	451	24	expert	expert	NOUN
ajis02-287	451	25	systems	system	NOUN
ajis02-287	451	26	semantic	semantic	ADJ
ajis02-287	451	27	query	query	NOUN
ajis02-287	451	28	optimisation	optimisation	NOUN
ajis02-287	451	29	'	'	PUNCT
ajis02-287	451	30	>	>	X
ajis02-287	451	31	'	'	PUNCT
ajis02-287	451	32	"	"	PUNCT
ajis02-287	451	33	,	,	PUNCT
ajis02-287	451	34	intelligent	intelligent	ADJ
ajis02-287	451	35	interfaces	interface	NOUN
ajis02-287	451	36	decision	decision	NOUN
ajis02-287	451	37	support	support	NOUN
ajis02-287	451	38	systems	system	NOUN
ajis02-287	451	39	?	?	PUNCT
ajis02-287	452	1	integrity	integrity	NOUN
ajis02-287	452	2	enforcement	enforcement	NOUN
ajis02-287	452	3	database	database	NOUN
ajis02-287	452	4	design	design	VERB
ajis02-287	452	5	•	•	NOUN
ajis02-287	452	6	:	:	PUNCT
ajis02-287	452	7	/	/	PUNCT
ajis02-287	452	8	.	.	PUNCT
ajis02-287	452	9	>	>	PUNCT
ajis02-287	452	10	~	~	PUNCT
ajis02-287	452	11	.	.	PUNCT
ajis02-287	452	12	.	.	PUNCT
ajis02-287	452	13	.	.	PUNCT
ajis02-287	452	14	'	'	PUNCT
ajis02-287	452	15	.	.	PUNCT
ajis02-287	452	16	.	.	PUNCT
ajis02-287	452	17	.	.	PUNCT
ajis02-287	452	18	.	.	PUNCT
ajis02-287	452	19	.	.	PUNCT
ajis02-287	452	20	'	'	PUNCT
ajis02-287	453	1	..	..	PUNCT
ajis02-287	453	2	;	;	PUNCT
ajis02-287	453	3	v	v	X
ajis02-287	453	4	*	*	PROPN
ajis02-287	453	5	*	*	NOUN
ajis02-287	453	6	.	.	PUNCT
ajis02-287	454	1	«	«	PUNCT
ajis02-287	454	2	*	*	PUNCT
ajis02-287	454	3	.	.	PUNCT
ajis02-287	454	4	'	'	PUNCT
ajis02-287	454	5	•	•	ADV
ajis02-287	454	6	:	:	PUNCT
ajis02-287	454	7	.>•	.>•	PUNCT
ajis02-287	454	8	•.	•.	VERB
ajis02-287	454	9	#	#	SYM
ajis02-287	454	10	<	<	X
ajis02-287	454	11	tx	tx	PROPN
ajis02-287	454	12	„	„	PUNCT
ajis02-287	454	13	.	.	PUNCT
ajis02-287	455	1	•	•	NUM
ajis02-287	455	2	,	,	PUNCT
ajis02-287	455	3	;	;	PUNCT
ajis02-287	455	4	-•.	-•.	PROPN
ajis02-287	455	5	'	'	PUNCT
ajis02-287	455	6	j	j	NOUN
ajis02-287	455	7	'	'	PUNCT
ajis02-287	455	8	'	'	PUNCT
ajis02-287	455	9	>	>	PUNCT
ajis02-287	455	10	'	'	PUNCT
ajis02-287	455	11	^	^	NOUN
ajis02-287	455	12	'	'	PUNCT
ajis02-287	455	13	'	'	PUNCT
ajis02-287	455	14	*	*	PUNCT
ajis02-287	455	15	''	''	PUNCT
ajis02-287	455	16	!	!	PUNCT
ajis02-287	455	17	"	"	PUNCT
ajis02-287	456	1	a	a	DET
ajis02-287	456	2	a	a	DET
ajis02-287	456	3	a	a	DET
ajis02-287	456	4	4	4	NUM
ajis02-287	456	5	—	—	PUNCT
ajis02-287	456	6	_	_	PUNCT
ajis02-287	456	7	.i	.i	PUNCT
ajis02-287	457	1	_	_	PUNCT
ajis02-287	457	2	.	.	PUNCT
ajis02-287	458	1	i	i	PRON
ajis02-287	458	2	templates	template	NOUN
ajis02-287	458	3	,	,	PUNCT
ajis02-287	458	4	visualisation	visualisation	NOUN
ajis02-287	458	5	and	and	CCONJ
ajis02-287	458	6	selection	selection	NOUN
ajis02-287	458	7	tools	tool	NOUN
ajis02-287	458	8	>	>	SYM
ajis02-287	458	9	rule	rule	NOUN
ajis02-287	458	10	type	type	NOUN
ajis02-287	458	11	specification	specification	NOUN
ajis02-287	458	12	and	and	CCONJ
ajis02-287	458	13	templates	template	NOUN
ajis02-287	458	14	i	i	PRON
ajis02-287	458	15	>	>	X
ajis02-287	458	16	parameters	parameter	NOUN
ajis02-287	458	17	and	and	CCONJ
ajis02-287	458	18	thresholds	threshold	VERB
ajis02-287	458	19	i	i	PRON
ajis02-287	458	20	>	>	X
ajis02-287	458	21	browsers	browser	NOUN
ajis02-287	458	22	and	and	CCONJ
ajis02-287	458	23	filters	filter	NOUN
ajis02-287	458	24	k	k	PROPN
ajis02-287	458	25	>	>	X
ajis02-287	458	26	k	k	PROPN
ajis02-287	458	27	•	•	PROPN
ajis02-287	458	28	user	user	NOUN
ajis02-287	458	29	input	input	NOUN
ajis02-287	458	30	figure	figure	NOUN
ajis02-287	458	31	6	6	NUM
ajis02-287	458	32	.	.	PUNCT
ajis02-287	459	1	a	a	DET
ajis02-287	459	2	model	model	NOUN
ajis02-287	459	3	of	of	ADP
ajis02-287	459	4	the	the	DET
ajis02-287	459	5	data	data	NOUN
ajis02-287	459	6	mining	mining	NOUN
ajis02-287	459	7	process	process	NOUN
ajis02-287	459	8	(	(	PUNCT
ajis02-287	459	9	from	from	ADP
ajis02-287	459	10	(	(	PUNCT
ajis02-287	459	11	rainsford	rainsford	NOUN
ajis02-287	459	12	and	and	CCONJ
ajis02-287	459	13	roddick	roddick	PROPN
ajis02-287	459	14	1999	1999	NUM
ajis02-287	459	15	)	)	PUNCT
ajis02-287	459	16	)	)	PUNCT
ajis02-287	459	17	for	for	ADP
ajis02-287	459	18	any	any	DET
ajis02-287	459	19	database	database	NOUN
ajis02-287	459	20	,	,	PUNCT
ajis02-287	459	21	the	the	DET
ajis02-287	459	22	number	number	NOUN
ajis02-287	459	23	of	of	ADP
ajis02-287	459	24	possible	possible	ADJ
ajis02-287	459	25	rules	rule	NOUN
ajis02-287	459	26	that	that	PRON
ajis02-287	459	27	can	can	AUX
ajis02-287	459	28	be	be	AUX
ajis02-287	459	29	extracted	extract	VERB
ajis02-287	459	30	is	be	AUX
ajis02-287	459	31	far	far	ADV
ajis02-287	459	32	greater	great	ADJ
ajis02-287	459	33	than	than	ADP
ajis02-287	459	34	the	the	DET
ajis02-287	459	35	number	number	NOUN
ajis02-287	459	36	of	of	ADP
ajis02-287	459	37	facts	fact	NOUN
ajis02-287	459	38	in	in	ADP
ajis02-287	459	39	a	a	DET
ajis02-287	459	40	data	data	NOUN
ajis02-287	459	41	warehouse	warehouse	NOUN
ajis02-287	459	42	.	.	PUNCT
ajis02-287	460	1	knowledge	knowledge	NOUN
ajis02-287	460	2	discovery	discovery	PROPN
ajis02-287	460	3	can	can	AUX
ajis02-287	460	4	be	be	AUX
ajis02-287	460	5	viewed	view	VERB
ajis02-287	460	6	as	as	ADP
ajis02-287	460	7	a	a	DET
ajis02-287	460	8	multi	multi	ADJ
ajis02-287	460	9	-	-	ADJ
ajis02-287	460	10	stage	stage	ADJ
ajis02-287	460	11	process	process	NOUN
ajis02-287	460	12	of	of	ADP
ajis02-287	460	13	selecting	select	VERB
ajis02-287	460	14	interesting	interesting	ADJ
ajis02-287	460	15	rules	rule	NOUN
ajis02-287	460	16	from	from	ADP
ajis02-287	460	17	the	the	DET
ajis02-287	460	18	total	total	ADJ
ajis02-287	460	19	rule	rule	NOUN
ajis02-287	460	20	-	-	PUNCT
ajis02-287	460	21	space	space	NOUN
ajis02-287	460	22	that	that	PRON
ajis02-287	460	23	exists	exist	VERB
ajis02-287	460	24	within	within	ADP
ajis02-287	460	25	a	a	DET
ajis02-287	460	26	database	database	NOUN
ajis02-287	460	27	.	.	PUNCT
ajis02-287	461	1	this	this	PRON
ajis02-287	461	2	is	be	AUX
ajis02-287	461	3	therefore	therefore	ADV
ajis02-287	461	4	a	a	DET
ajis02-287	461	5	process	process	NOUN
ajis02-287	461	6	of	of	ADP
ajis02-287	461	7	progressively	progressively	ADV
ajis02-287	461	8	reducing	reduce	VERB
ajis02-287	461	9	the	the	DET
ajis02-287	461	10	initial	initial	ADJ
ajis02-287	461	11	infinite	infinite	ADJ
ajis02-287	461	12	rule	rule	NOUN
ajis02-287	461	13	space	space	NOUN
ajis02-287	461	14	down	down	ADP
ajis02-287	461	15	to	to	ADP
ajis02-287	461	16	a	a	DET
ajis02-287	461	17	small	small	ADJ
ajis02-287	461	18	subset	subset	NOUN
ajis02-287	461	19	of	of	ADP
ajis02-287	461	20	useful	useful	ADJ
ajis02-287	461	21	rules	rule	NOUN
ajis02-287	461	22	.	.	PUNCT
ajis02-287	462	1	this	this	DET
ajis02-287	462	2	reduction	reduction	NOUN
ajis02-287	462	3	process	process	NOUN
ajis02-287	462	4	is	be	AUX
ajis02-287	462	5	performed	perform	VERB
ajis02-287	462	6	using	use	VERB
ajis02-287	462	7	a	a	DET
ajis02-287	462	8	selection	selection	NOUN
ajis02-287	462	9	of	of	ADP
ajis02-287	462	10	filters	filter	NOUN
ajis02-287	462	11	that	that	PRON
ajis02-287	462	12	reduce	reduce	VERB
ajis02-287	462	13	the	the	DET
ajis02-287	462	14	target	target	NOUN
ajis02-287	462	15	rule	rule	NOUN
ajis02-287	462	16	space	space	NOUN
ajis02-287	462	17	on	on	ADP
ajis02-287	462	18	the	the	DET
ajis02-287	462	19	basis	basis	NOUN
ajis02-287	462	20	of	of	ADP
ajis02-287	462	21	source	source	NOUN
ajis02-287	462	22	data	datum	NOUN
ajis02-287	462	23	,	,	PUNCT
ajis02-287	462	24	rule	rule	NOUN
ajis02-287	462	25	pattern	pattern	NOUN
ajis02-287	462	26	,	,	PUNCT
ajis02-287	462	27	statistics	statistic	NOUN
ajis02-287	462	28	and	and	CCONJ
ajis02-287	462	29	semantics	semantic	NOUN
ajis02-287	462	30	.	.	PUNCT
ajis02-287	463	1	special	special	ADJ
ajis02-287	463	2	cases	case	NOUN
ajis02-287	463	3	may	may	AUX
ajis02-287	463	4	exist	exist	VERB
ajis02-287	463	5	where	where	SCONJ
ajis02-287	463	6	a	a	DET
ajis02-287	463	7	phase	phase	NOUN
ajis02-287	463	8	of	of	ADP
ajis02-287	463	9	the	the	DET
ajis02-287	463	10	filtering	filtering	NOUN
ajis02-287	463	11	process	process	NOUN
ajis02-287	463	12	does	do	AUX
ajis02-287	463	13	not	not	PART
ajis02-287	463	14	exist	exist	VERB
ajis02-287	463	15	within	within	ADP
ajis02-287	463	16	a	a	DET
ajis02-287	463	17	system	system	NOUN
ajis02-287	463	18	,	,	PUNCT
ajis02-287	463	19	and	and	CCONJ
ajis02-287	463	20	54	54	NUM
ajis02-287	463	21	ajis	ajis	NOUN
ajis02-287	463	22	vol	vol	NOUN
ajis02-287	463	23	.	.	PROPN
ajis02-287	464	1	7	7	NUM
ajis02-287	465	1	no	no	NOUN
ajis02-287	465	2	.	.	NOUN
ajis02-287	465	3	1	1	NUM
ajis02-287	465	4	sept	sept	PROPN
ajis02-287	465	5	1999	1999	NUM
ajis02-287	465	6	therefore	therefore	ADV
ajis02-287	465	7	the	the	DET
ajis02-287	465	8	filter	filter	NOUN
ajis02-287	465	9	will	will	AUX
ajis02-287	465	10	allow	allow	VERB
ajis02-287	465	11	the	the	DET
ajis02-287	465	12	rule	rule	NOUN
ajis02-287	465	13	space	space	NOUN
ajis02-287	465	14	to	to	PART
ajis02-287	465	15	pass	pass	VERB
ajis02-287	465	16	unreduced	unreduced	ADJ
ajis02-287	465	17	.	.	PUNCT
ajis02-287	466	1	for	for	ADP
ajis02-287	466	2	example	example	NOUN
ajis02-287	466	3	,	,	PUNCT
ajis02-287	466	4	semantic	semantic	ADJ
ajis02-287	466	5	filtering	filtering	NOUN
ajis02-287	466	6	may	may	AUX
ajis02-287	466	7	not	not	PART
ajis02-287	466	8	be	be	AUX
ajis02-287	466	9	used	use	VERB
ajis02-287	466	10	if	if	SCONJ
ajis02-287	466	11	rules	rule	NOUN
ajis02-287	466	12	are	be	AUX
ajis02-287	466	13	to	to	PART
ajis02-287	466	14	be	be	AUX
ajis02-287	466	15	used	use	VERB
ajis02-287	466	16	for	for	ADP
ajis02-287	466	17	query	query	NOUN
ajis02-287	466	18	optimisation	optimisation	NOUN
ajis02-287	466	19	.	.	PUNCT
ajis02-287	467	1	each	each	PRON
ajis02-287	467	2	of	of	ADP
ajis02-287	467	3	the	the	DET
ajis02-287	467	4	filtering	filtering	NOUN
ajis02-287	467	5	stages	stage	NOUN
ajis02-287	467	6	may	may	AUX
ajis02-287	467	7	therefore	therefore	ADV
ajis02-287	467	8	consist	consist	VERB
ajis02-287	467	9	of	of	ADP
ajis02-287	467	10	zero	zero	NUM
ajis02-287	467	11	or	or	CCONJ
ajis02-287	467	12	more	more	ADJ
ajis02-287	467	13	filters	filter	NOUN
ajis02-287	467	14	,	,	PUNCT
ajis02-287	467	15	specified	specify	VERB
ajis02-287	467	16	by	by	ADP
ajis02-287	467	17	the	the	DET
ajis02-287	467	18	user	user	NOUN
ajis02-287	467	19	or	or	CCONJ
ajis02-287	467	20	discovery	discovery	NOUN
ajis02-287	467	21	system	system	NOUN
ajis02-287	467	22	.	.	PUNCT
ajis02-287	468	1	the	the	DET
ajis02-287	468	2	target	target	NOUN
ajis02-287	468	3	rule	rule	NOUN
ajis02-287	468	4	set	set	NOUN
ajis02-287	468	5	may	may	AUX
ajis02-287	468	6	be	be	AUX
ajis02-287	468	7	passed	pass	VERB
ajis02-287	468	8	back	back	ADV
ajis02-287	468	9	and	and	CCONJ
ajis02-287	468	10	forth	forth	ADV
ajis02-287	468	11	between	between	ADP
ajis02-287	468	12	the	the	DET
ajis02-287	468	13	filters	filter	NOUN
ajis02-287	468	14	for	for	ADP
ajis02-287	468	15	reprocessing	reprocess	VERB
ajis02-287	468	16	.	.	PUNCT
ajis02-287	469	1	a	a	DET
ajis02-287	469	2	central	central	ADJ
ajis02-287	469	3	controller	controller	NOUN
ajis02-287	469	4	coordinates	coordinate	VERB
ajis02-287	469	5	the	the	DET
ajis02-287	469	6	operation	operation	NOUN
ajis02-287	469	7	of	of	ADP
ajis02-287	469	8	the	the	DET
ajis02-287	469	9	filters	filter	NOUN
ajis02-287	469	10	.	.	PUNCT
ajis02-287	470	1	as	as	SCONJ
ajis02-287	470	2	noted	note	VERB
ajis02-287	470	3	on	on	ADP
ajis02-287	470	4	the	the	DET
ajis02-287	470	5	diagram	diagram	NOUN
ajis02-287	470	6	the	the	DET
ajis02-287	470	7	final	final	ADJ
ajis02-287	470	8	rule	rule	NOUN
ajis02-287	470	9	set	set	NOUN
ajis02-287	470	10	can	can	AUX
ajis02-287	470	11	be	be	AUX
ajis02-287	470	12	integrated	integrate	VERB
ajis02-287	470	13	into	into	ADP
ajis02-287	470	14	the	the	DET
ajis02-287	470	15	existing	exist	VERB
ajis02-287	470	16	knowledge	knowledge	NOUN
ajis02-287	470	17	base	base	NOUN
ajis02-287	470	18	and	and	CCONJ
ajis02-287	470	19	both	both	DET
ajis02-287	470	20	the	the	DET
ajis02-287	470	21	knowledge	knowledge	NOUN
ajis02-287	470	22	base	base	NOUN
ajis02-287	470	23	and	and	CCONJ
ajis02-287	470	24	the	the	DET
ajis02-287	470	25	user	user	NOUN
ajis02-287	470	26	may	may	AUX
ajis02-287	470	27	interact	interact	VERB
ajis02-287	470	28	with	with	ADP
ajis02-287	470	29	each	each	DET
ajis02-287	470	30	step	step	NOUN
ajis02-287	470	31	of	of	ADP
ajis02-287	470	32	the	the	DET
ajis02-287	470	33	rule	rule	NOUN
ajis02-287	470	34	-	-	PUNCT
ajis02-287	470	35	space	space	NOUN
ajis02-287	470	36	reduction	reduction	NOUN
ajis02-287	470	37	process	process	NOUN
ajis02-287	470	38	.	.	PUNCT
ajis02-287	471	1	note	note	VERB
ajis02-287	471	2	that	that	SCONJ
ajis02-287	471	3	the	the	DET
ajis02-287	471	4	filtering	filtering	NOUN
ajis02-287	471	5	processes	process	NOUN
ajis02-287	471	6	may	may	AUX
ajis02-287	471	7	have	have	VERB
ajis02-287	471	8	a	a	DET
ajis02-287	471	9	profound	profound	ADJ
ajis02-287	471	10	effect	effect	NOUN
ajis02-287	471	11	on	on	ADP
ajis02-287	471	12	the	the	DET
ajis02-287	471	13	outcome	outcome	NOUN
ajis02-287	471	14	of	of	ADP
ajis02-287	471	15	the	the	DET
ajis02-287	471	16	data	data	NOUN
ajis02-287	471	17	mining	mining	NOUN
ajis02-287	471	18	process	process	NOUN
ajis02-287	471	19	.	.	PUNCT
ajis02-287	472	1	thus	thus	ADV
ajis02-287	472	2	the	the	DET
ajis02-287	472	3	outcome	outcome	NOUN
ajis02-287	472	4	of	of	ADP
ajis02-287	472	5	the	the	DET
ajis02-287	472	6	data	data	NOUN
ajis02-287	472	7	mining	mining	NOUN
ajis02-287	472	8	process	process	NOUN
ajis02-287	472	9	is	be	AUX
ajis02-287	472	10	quasi	quasi	ADJ
ajis02-287	472	11	-	-	NOUN
ajis02-287	472	12	nondeterministic	nondeterministic	ADJ
ajis02-287	472	13	.	.	PUNCT
ajis02-287	473	1	the	the	DET
ajis02-287	473	2	rules	rule	NOUN
ajis02-287	473	3	derived	derive	VERB
ajis02-287	473	4	from	from	ADP
ajis02-287	473	5	a	a	DET
ajis02-287	473	6	data	data	NOUN
ajis02-287	473	7	warehouse	warehouse	NOUN
ajis02-287	473	8	are	be	AUX
ajis02-287	473	9	clearly	clearly	ADV
ajis02-287	473	10	dependent	dependent	ADJ
ajis02-287	473	11	on	on	ADP
ajis02-287	473	12	both	both	CCONJ
ajis02-287	473	13	the	the	DET
ajis02-287	473	14	data	datum	NOUN
ajis02-287	473	15	held	hold	VERB
ajis02-287	473	16	and	and	CCONJ
ajis02-287	473	17	the	the	DET
ajis02-287	473	18	algorithm	algorithm	NOUN
ajis02-287	473	19	applied	apply	VERB
ajis02-287	473	20	.	.	PUNCT
ajis02-287	474	1	classification	classification	NOUN
ajis02-287	474	2	rules	rule	NOUN
ajis02-287	474	3	,	,	PUNCT
ajis02-287	474	4	for	for	ADP
ajis02-287	474	5	example	example	NOUN
ajis02-287	474	6	,	,	PUNCT
ajis02-287	474	7	can	can	AUX
ajis02-287	474	8	be	be	AUX
ajis02-287	474	9	used	use	VERB
ajis02-287	474	10	to	to	PART
ajis02-287	474	11	categorise	categorise	VERB
ajis02-287	474	12	examples	example	NOUN
ajis02-287	474	13	into	into	ADP
ajis02-287	474	14	classes	class	NOUN
ajis02-287	474	15	on	on	ADP
ajis02-287	474	16	the	the	DET
ajis02-287	474	17	basis	basis	NOUN
ajis02-287	474	18	of	of	ADP
ajis02-287	474	19	known	know	VERB
ajis02-287	474	20	properties	property	NOUN
ajis02-287	474	21	(	(	PUNCT
ajis02-287	474	22	agrawal	agrawal	PROPN
ajis02-287	474	23	,	,	PUNCT
ajis02-287	474	24	et	et	PROPN
ajis02-287	474	25	al	al	PROPN
ajis02-287	474	26	.	.	PROPN
ajis02-287	474	27	1992	1992	NUM
ajis02-287	474	28	)	)	PUNCT
ajis02-287	474	29	,	,	PUNCT
ajis02-287	474	30	while	while	SCONJ
ajis02-287	474	31	a	a	DET
ajis02-287	474	32	characteristic	characteristic	ADJ
ajis02-287	474	33	rule	rule	NOUN
ajis02-287	474	34	can	can	AUX
ajis02-287	474	35	be	be	AUX
ajis02-287	474	36	defined	define	VERB
ajis02-287	474	37	as	as	ADP
ajis02-287	474	38	an	an	DET
ajis02-287	474	39	assertion	assertion	NOUN
ajis02-287	474	40	that	that	PRON
ajis02-287	474	41	characterises	characterise	VERB
ajis02-287	474	42	the	the	DET
ajis02-287	474	43	concept	concept	NOUN
ajis02-287	474	44	satisfied	satisfy	VERB
ajis02-287	474	45	by	by	ADP
ajis02-287	474	46	all	all	PRON
ajis02-287	474	47	of	of	ADP
ajis02-287	474	48	the	the	DET
ajis02-287	474	49	relevant	relevant	ADJ
ajis02-287	474	50	data	datum	NOUN
ajis02-287	474	51	in	in	ADP
ajis02-287	474	52	the	the	DET
ajis02-287	474	53	database	database	NOUN
ajis02-287	474	54	(	(	PUNCT
ajis02-287	474	55	han	han	PROPN
ajis02-287	474	56	,	,	PUNCT
ajis02-287	474	57	cai	cai	PROPN
ajis02-287	474	58	and	and	CCONJ
ajis02-287	474	59	cercone	cercone	NOUN
ajis02-287	474	60	1993	1993	NUM
ajis02-287	474	61	)	)	PUNCT
ajis02-287	474	62	.	.	PUNCT
ajis02-287	475	1	association	association	NOUN
ajis02-287	475	2	rules	rule	NOUN
ajis02-287	475	3	provide	provide	VERB
ajis02-287	475	4	a	a	DET
ajis02-287	475	5	measure	measure	NOUN
ajis02-287	475	6	of	of	ADP
ajis02-287	475	7	correlation	correlation	NOUN
ajis02-287	475	8	between	between	ADP
ajis02-287	475	9	the	the	DET
ajis02-287	475	10	occurrence	occurrence	NOUN
ajis02-287	475	11	of	of	ADP
ajis02-287	475	12	items	item	NOUN
ajis02-287	475	13	in	in	ADP
ajis02-287	475	14	set	set	NOUN
ajis02-287	475	15	of	of	ADP
ajis02-287	475	16	transaction	transaction	NOUN
ajis02-287	475	17	(	(	PUNCT
ajis02-287	475	18	agrawal	agrawal	PROPN
ajis02-287	475	19	,	,	PUNCT
ajis02-287	475	20	imielinski	imielinski	NOUN
ajis02-287	475	21	and	and	CCONJ
ajis02-287	475	22	swami	swami	NOUN
ajis02-287	475	23	1993	1993	NUM
ajis02-287	475	24	)	)	PUNCT
ajis02-287	475	25	.	.	PUNCT
ajis02-287	476	1	other	other	ADJ
ajis02-287	476	2	forms	form	NOUN
ajis02-287	476	3	of	of	ADP
ajis02-287	476	4	rules	rule	NOUN
ajis02-287	476	5	,	,	PUNCT
ajis02-287	476	6	such	such	ADJ
ajis02-287	476	7	as	as	ADP
ajis02-287	476	8	functional	functional	ADJ
ajis02-287	476	9	,	,	PUNCT
ajis02-287	476	10	causal	causal	ADJ
ajis02-287	476	11	and	and	CCONJ
ajis02-287	476	12	temporal	temporal	ADJ
ajis02-287	476	13	can	can	AUX
ajis02-287	476	14	also	also	ADV
ajis02-287	476	15	be	be	AUX
ajis02-287	476	16	mined	mine	VERB
ajis02-287	476	17	if	if	SCONJ
ajis02-287	476	18	the	the	DET
ajis02-287	476	19	data	data	NOUN
ajis02-287	476	20	warehouse	warehouse	NOUN
ajis02-287	476	21	data	datum	NOUN
ajis02-287	476	22	allows	allow	VERB
ajis02-287	476	23	it	it	PRON
ajis02-287	476	24	;	;	PUNCT
ajis02-287	476	25	some	some	PRON
ajis02-287	476	26	of	of	ADP
ajis02-287	476	27	these	these	PRON
ajis02-287	476	28	are	be	AUX
ajis02-287	476	29	outlined	outline	VERB
ajis02-287	476	30	in	in	ADP
ajis02-287	476	31	(	(	PUNCT
ajis02-287	476	32	rainsford	rainsford	NOUN
ajis02-287	476	33	and	and	CCONJ
ajis02-287	476	34	roddick	roddick	PROPN
ajis02-287	476	35	1999	1999	NUM
ajis02-287	476	36	)	)	PUNCT
ajis02-287	476	37	.	.	PUNCT
ajis02-287	477	1	a	a	DET
ajis02-287	477	2	number	number	NOUN
ajis02-287	477	3	of	of	ADP
ajis02-287	477	4	surveys	survey	NOUN
ajis02-287	477	5	have	have	AUX
ajis02-287	477	6	been	be	AUX
ajis02-287	477	7	published	publish	VERB
ajis02-287	477	8	that	that	PRON
ajis02-287	477	9	provide	provide	VERB
ajis02-287	477	10	different	different	ADJ
ajis02-287	477	11	perspectives	perspective	NOUN
ajis02-287	477	12	on	on	ADP
ajis02-287	477	13	the	the	DET
ajis02-287	477	14	development	development	NOUN
ajis02-287	477	15	and	and	CCONJ
ajis02-287	477	16	use	use	NOUN
ajis02-287	477	17	of	of	ADP
ajis02-287	477	18	data	datum	NOUN
ajis02-287	477	19	mining	mining	NOUN
ajis02-287	477	20	tools	tool	NOUN
ajis02-287	477	21	in	in	ADP
ajis02-287	477	22	various	various	ADJ
ajis02-287	477	23	domains	domain	NOUN
ajis02-287	477	24	(	(	PUNCT
ajis02-287	477	25	chen	chen	PROPN
ajis02-287	477	26	,	,	PUNCT
ajis02-287	477	27	han	han	PROPN
ajis02-287	477	28	and	and	CCONJ
ajis02-287	477	29	yu	yu	PROPN
ajis02-287	477	30	1996	1996	NUM
ajis02-287	477	31	;	;	PUNCT
ajis02-287	477	32	frawley	frawley	PROPN
ajis02-287	477	33	,	,	PUNCT
ajis02-287	477	34	piatetsky	piatetsky	PROPN
ajis02-287	477	35	-	-	PUNCT
ajis02-287	477	36	shapiro	shapiro	PROPN
ajis02-287	477	37	and	and	CCONJ
ajis02-287	477	38	matheus	matheus	PROPN
ajis02-287	477	39	1992	1992	NUM
ajis02-287	477	40	;	;	PUNCT
ajis02-287	477	41	holsheimer	holsheimer	NOUN
ajis02-287	477	42	and	and	CCONJ
ajis02-287	477	43	siebes	siebe	NOUN
ajis02-287	477	44	1994	1994	NUM
ajis02-287	477	45	)	)	PUNCT
ajis02-287	477	46	(	(	PUNCT
ajis02-287	477	47	fayyad	fayyad	NOUN
ajis02-287	477	48	,	,	PUNCT
ajis02-287	477	49	piatetsky	piatetsky	PROPN
ajis02-287	477	50	-	-	PUNCT
ajis02-287	477	51	shapiro	shapiro	PROPN
ajis02-287	477	52	and	and	CCONJ
ajis02-287	477	53	smyth	smyth	PROPN
ajis02-287	477	54	1996	1996	NUM
ajis02-287	477	55	;	;	PUNCT
ajis02-287	477	56	fayyad	fayyad	PROPN
ajis02-287	477	57	,	,	PUNCT
ajis02-287	477	58	et	et	PROPN
ajis02-287	477	59	al	al	PROPN
ajis02-287	477	60	.	.	PROPN
ajis02-287	477	61	1996	1996	NUM
ajis02-287	477	62	;	;	PUNCT
ajis02-287	477	63	koperski	koperski	NOUN
ajis02-287	477	64	,	,	PUNCT
ajis02-287	477	65	adhikary	adhikary	NOUN
ajis02-287	477	66	and	and	CCONJ
ajis02-287	477	67	han	han	PROPN
ajis02-287	477	68	1996	1996	NUM
ajis02-287	477	69	;	;	PUNCT
ajis02-287	477	70	rainsford	rainsford	NOUN
ajis02-287	477	71	and	and	CCONJ
ajis02-287	477	72	roddick	roddick	PROPN
ajis02-287	477	73	1999	1999	NUM
ajis02-287	477	74	)	)	PUNCT
ajis02-287	477	75	.	.	PUNCT
ajis02-287	478	1	these	these	PRON
ajis02-287	478	2	and	and	CCONJ
ajis02-287	478	3	other	other	ADJ
ajis02-287	478	4	publications	publication	NOUN
ajis02-287	478	5	indicate	indicate	VERB
ajis02-287	478	6	that	that	SCONJ
ajis02-287	478	7	a	a	DET
ajis02-287	478	8	number	number	NOUN
ajis02-287	478	9	of	of	ADP
ajis02-287	478	10	advanced	advanced	ADJ
ajis02-287	478	11	utilities	utility	NOUN
ajis02-287	478	12	and	and	CCONJ
ajis02-287	478	13	approaches	approach	NOUN
ajis02-287	478	14	may	may	AUX
ajis02-287	478	15	be	be	AUX
ajis02-287	478	16	required	require	VERB
ajis02-287	478	17	in	in	ADP
ajis02-287	478	18	the	the	DET
ajis02-287	478	19	future	future	NOUN
ajis02-287	478	20	as	as	SCONJ
ajis02-287	478	21	follows	follow	VERB
ajis02-287	478	22	:	:	PUNCT
ajis02-287	478	23	embedded	embed	VERB
ajis02-287	478	24	summarisation	summarisation	NOUN
ajis02-287	478	25	research	research	NOUN
ajis02-287	478	26	into	into	ADP
ajis02-287	478	27	the	the	DET
ajis02-287	478	28	construction	construction	NOUN
ajis02-287	478	29	of	of	ADP
ajis02-287	478	30	data	datum	NOUN
ajis02-287	478	31	cubes	cube	NOUN
ajis02-287	478	32	in	in	ADP
ajis02-287	478	33	databases	database	NOUN
ajis02-287	478	34	(	(	PUNCT
ajis02-287	478	35	gray	gray	ADJ
ajis02-287	478	36	,	,	PUNCT
ajis02-287	478	37	et	et	PROPN
ajis02-287	478	38	al	al	PROPN
ajis02-287	478	39	.	.	PROPN
ajis02-287	478	40	1997	1997	NUM
ajis02-287	478	41	)	)	PUNCT
ajis02-287	478	42	suggests	suggest	VERB
ajis02-287	478	43	that	that	SCONJ
ajis02-287	478	44	olap	olap	ADJ
ajis02-287	478	45	applications	application	NOUN
ajis02-287	478	46	would	would	AUX
ajis02-287	478	47	benefit	benefit	VERB
ajis02-287	478	48	from	from	ADP
ajis02-287	478	49	a	a	DET
ajis02-287	478	50	number	number	NOUN
ajis02-287	478	51	of	of	ADP
ajis02-287	478	52	advanced	advanced	ADJ
ajis02-287	478	53	summarisation	summarisation	NOUN
ajis02-287	478	54	functions	function	NOUN
ajis02-287	478	55	.	.	PUNCT
ajis02-287	479	1	unfortunately	unfortunately	ADV
ajis02-287	479	2	,	,	PUNCT
ajis02-287	479	3	it	it	PRON
ajis02-287	479	4	is	be	AUX
ajis02-287	479	5	currently	currently	ADV
ajis02-287	479	6	unclear	unclear	ADJ
ajis02-287	479	7	how	how	SCONJ
ajis02-287	479	8	efficient	efficient	ADJ
ajis02-287	479	9	query	query	NOUN
ajis02-287	479	10	optimisation	optimisation	NOUN
ajis02-287	479	11	can	can	AUX
ajis02-287	479	12	be	be	AUX
ajis02-287	479	13	maintained	maintain	VERB
ajis02-287	479	14	if	if	SCONJ
ajis02-287	479	15	data	datum	NOUN
ajis02-287	479	16	cube	cube	NOUN
ajis02-287	479	17	operations	operation	NOUN
ajis02-287	479	18	are	be	AUX
ajis02-287	479	19	performed	perform	VERB
ajis02-287	479	20	at	at	ADP
ajis02-287	479	21	the	the	DET
ajis02-287	479	22	level	level	NOUN
ajis02-287	479	23	of	of	ADP
ajis02-287	479	24	middleware	middleware	NOUN
ajis02-287	479	25	.	.	PUNCT
ajis02-287	480	1	there	there	PRON
ajis02-287	480	2	is	be	VERB
ajis02-287	480	3	already	already	ADV
ajis02-287	480	4	some	some	DET
ajis02-287	480	5	concern	concern	NOUN
ajis02-287	480	6	about	about	ADP
ajis02-287	480	7	whether	whether	SCONJ
ajis02-287	480	8	current	current	ADJ
ajis02-287	480	9	query	query	NOUN
ajis02-287	480	10	optimisation	optimisation	NOUN
ajis02-287	480	11	techniques	technique	NOUN
ajis02-287	480	12	are	be	AUX
ajis02-287	480	13	able	able	ADJ
ajis02-287	480	14	to	to	PART
ajis02-287	480	15	accommodate	accommodate	VERB
ajis02-287	480	16	data	datum	NOUN
ajis02-287	480	17	warehousing	warehousing	NOUN
ajis02-287	480	18	(	(	PUNCT
ajis02-287	480	19	chaudhuri	chaudhuri	PROPN
ajis02-287	480	20	1997	1997	NUM
ajis02-287	480	21	)	)	PUNCT
ajis02-287	480	22	.	.	PUNCT
ajis02-287	481	1	concept	concept	NOUN
ajis02-287	481	2	hierarchies	hierarchy	NOUN
ajis02-287	481	3	/	/	SYM
ajis02-287	481	4	lattices	lattice	NOUN
ajis02-287	481	5	many	many	ADJ
ajis02-287	481	6	algorithms	algorithm	NOUN
ajis02-287	481	7	proposed	propose	VERB
ajis02-287	481	8	for	for	ADP
ajis02-287	481	9	data	data	NOUN
ajis02-287	481	10	mining	mining	NOUN
ajis02-287	481	11	rely	rely	NOUN
ajis02-287	481	12	on	on	ADP
ajis02-287	481	13	the	the	DET
ajis02-287	481	14	idea	idea	NOUN
ajis02-287	481	15	of	of	ADP
ajis02-287	481	16	concept	concept	NOUN
ajis02-287	481	17	ascension	ascension	NOUN
ajis02-287	481	18	.	.	PUNCT
ajis02-287	482	1	in	in	ADP
ajis02-287	482	2	addition	addition	NOUN
ajis02-287	482	3	,	,	PUNCT
ajis02-287	482	4	concept	concept	NOUN
ajis02-287	482	5	hierarchies	hierarchy	NOUN
ajis02-287	482	6	would	would	AUX
ajis02-287	482	7	be	be	AUX
ajis02-287	482	8	a	a	DET
ajis02-287	482	9	useful	useful	ADJ
ajis02-287	482	10	addition	addition	NOUN
ajis02-287	482	11	to	to	ADP
ajis02-287	482	12	many	many	ADJ
ajis02-287	482	13	other	other	ADJ
ajis02-287	482	14	application	application	NOUN
ajis02-287	482	15	domains	domain	NOUN
ajis02-287	482	16	,	,	PUNCT
ajis02-287	482	17	including	include	VERB
ajis02-287	482	18	arguably	arguably	ADV
ajis02-287	482	19	,	,	PUNCT
ajis02-287	482	20	traditional	traditional	ADJ
ajis02-287	482	21	transaction	transaction	NOUN
ajis02-287	482	22	processing	processing	NOUN
ajis02-287	482	23	.	.	PUNCT
ajis02-287	483	1	the	the	DET
ajis02-287	483	2	lack	lack	NOUN
ajis02-287	483	3	of	of	ADP
ajis02-287	483	4	accommodation	accommodation	NOUN
ajis02-287	483	5	of	of	ADP
ajis02-287	483	6	concept	concept	NOUN
ajis02-287	483	7	hierarchies	hierarchy	NOUN
ajis02-287	483	8	has	have	AUX
ajis02-287	483	9	therefore	therefore	ADV
ajis02-287	483	10	necessitated	necessitate	VERB
ajis02-287	483	11	more	more	ADV
ajis02-287	483	12	or	or	CCONJ
ajis02-287	483	13	less	less	ADV
ajis02-287	483	14	extensive	extensive	ADJ
ajis02-287	483	15	,	,	PUNCT
ajis02-287	483	16	but	but	CCONJ
ajis02-287	483	17	always	always	ADV
ajis02-287	483	18	fairly	fairly	ADV
ajis02-287	483	19	similar	similar	ADJ
ajis02-287	483	20	,	,	PUNCT
ajis02-287	483	21	middleware	middleware	NOUN
ajis02-287	483	22	layers	layer	NOUN
ajis02-287	483	23	to	to	PART
ajis02-287	483	24	add	add	VERB
ajis02-287	483	25	concept	concept	NOUN
ajis02-287	483	26	hierarchies	hierarchy	NOUN
ajis02-287	483	27	and/or	and/or	CCONJ
ajis02-287	483	28	lattices	lattice	NOUN
ajis02-287	483	29	.	.	PUNCT
ajis02-287	484	1	sampling	sample	VERB
ajis02-287	484	2	,	,	PUNCT
ajis02-287	484	3	clustering	clustering	NOUN
ajis02-287	484	4	and	and	CCONJ
ajis02-287	484	5	approximation	approximation	NOUN
ajis02-287	484	6	while	while	SCONJ
ajis02-287	484	7	there	there	PRON
ajis02-287	484	8	may	may	AUX
ajis02-287	484	9	be	be	AUX
ajis02-287	484	10	specified	specify	VERB
ajis02-287	484	11	bounds	bound	NOUN
ajis02-287	484	12	,	,	PUNCT
ajis02-287	484	13	many	many	ADJ
ajis02-287	484	14	multimedia	multimedia	NOUN
ajis02-287	484	15	databases	database	NOUN
ajis02-287	484	16	and	and	CCONJ
ajis02-287	484	17	real	real	ADJ
ajis02-287	484	18	-	-	PUNCT
ajis02-287	484	19	time	time	NOUN
ajis02-287	484	20	systems	system	NOUN
ajis02-287	484	21	are	be	AUX
ajis02-287	484	22	commonly	commonly	ADV
ajis02-287	484	23	willing	willing	ADJ
ajis02-287	484	24	to	to	PART
ajis02-287	484	25	accept	accept	VERB
ajis02-287	484	26	close	close	ADJ
ajis02-287	484	27	answers	answer	NOUN
ajis02-287	484	28	now	now	ADV
ajis02-287	484	29	in	in	ADP
ajis02-287	484	30	preference	preference	NOUN
ajis02-287	484	31	to	to	PART
ajis02-287	484	32	exact	exact	VERB
ajis02-287	484	33	answers	answer	NOUN
ajis02-287	484	34	eventually	eventually	ADV
ajis02-287	484	35	.	.	PUNCT
ajis02-287	485	1	for	for	ADP
ajis02-287	485	2	different	different	ADJ
ajis02-287	485	3	reasons	reason	NOUN
ajis02-287	485	4	,	,	PUNCT
ajis02-287	485	5	data	datum	NOUN
ajis02-287	485	6	mining	mining	NOUN
ajis02-287	485	7	applications	application	NOUN
ajis02-287	485	8	are	be	AUX
ajis02-287	485	9	also	also	ADV
ajis02-287	485	10	commonly	commonly	ADV
ajis02-287	485	11	content	content	ADJ
ajis02-287	485	12	to	to	PART
ajis02-287	485	13	accept	accept	VERB
ajis02-287	485	14	approximate	approximate	ADJ
ajis02-287	485	15	answers	answer	NOUN
ajis02-287	485	16	,	,	PUNCT
ajis02-287	485	17	perhaps	perhaps	ADV
ajis02-287	485	18	based	base	VERB
ajis02-287	485	19	on	on	ADP
ajis02-287	485	20	the	the	DET
ajis02-287	485	21	random	random	ADJ
ajis02-287	485	22	sampling	sampling	NOUN
ajis02-287	485	23	of	of	ADP
ajis02-287	485	24	data	datum	NOUN
ajis02-287	485	25	or	or	CCONJ
ajis02-287	485	26	of	of	ADP
ajis02-287	485	27	a	a	DET
ajis02-287	485	28	given	give	VERB
ajis02-287	485	29	cluster	cluster	NOUN
ajis02-287	485	30	or	or	CCONJ
ajis02-287	485	31	sub	sub	NOUN
ajis02-287	485	32	-	-	ADJ
ajis02-287	485	33	set	set	NOUN
ajis02-287	485	34	of	of	ADP
ajis02-287	485	35	the	the	DET
ajis02-287	485	36	data	datum	NOUN
ajis02-287	485	37	.	.	PUNCT
ajis02-287	486	1	inductive	inductive	PROPN
ajis02-287	486	2	queries	query	NOUN
ajis02-287	486	3	data	datum	NOUN
ajis02-287	486	4	mining	mining	NOUN
ajis02-287	486	5	researchers	researcher	NOUN
ajis02-287	486	6	and	and	CCONJ
ajis02-287	486	7	,	,	PUNCT
ajis02-287	486	8	to	to	ADP
ajis02-287	486	9	a	a	DET
ajis02-287	486	10	lesser	less	ADJ
ajis02-287	486	11	extent	extent	NOUN
ajis02-287	486	12	those	those	PRON
ajis02-287	486	13	involved	involve	VERB
ajis02-287	486	14	with	with	ADP
ajis02-287	486	15	data	datum	NOUN
ajis02-287	486	16	warehousing	warehousing	NOUN
ajis02-287	486	17	,	,	PUNCT
ajis02-287	486	18	sometimes	sometimes	ADV
ajis02-287	486	19	find	find	VERB
ajis02-287	486	20	that	that	SCONJ
ajis02-287	486	21	it	it	PRON
ajis02-287	486	22	is	be	AUX
ajis02-287	486	23	useful	useful	ADJ
ajis02-287	486	24	to	to	PART
ajis02-287	486	25	relax	relax	VERB
ajis02-287	486	26	the	the	DET
ajis02-287	486	27	closed	closed	ADJ
ajis02-287	486	28	world	world	NOUN
ajis02-287	486	29	assumption	assumption	NOUN
ajis02-287	486	30	.	.	PUNCT
ajis02-287	487	1	that	that	PRON
ajis02-287	487	2	is	is	ADV
ajis02-287	487	3	,	,	PUNCT
ajis02-287	487	4	it	it	PRON
ajis02-287	487	5	is	be	AUX
ajis02-287	487	6	occasionally	occasionally	ADV
ajis02-287	487	7	useful	useful	ADJ
ajis02-287	487	8	to	to	PART
ajis02-287	487	9	ask	ask	VERB
ajis02-287	487	10	questions	question	NOUN
ajis02-287	487	11	of	of	ADP
ajis02-287	487	12	the	the	DET
ajis02-287	487	13	database	database	NOUN
ajis02-287	487	14	without	without	ADP
ajis02-287	487	15	necessarily	necessarily	ADV
ajis02-287	487	16	assuming	assume	VERB
ajis02-287	487	17	that	that	SCONJ
ajis02-287	487	18	either	either	CCONJ
ajis02-287	487	19	all	all	DET
ajis02-287	487	20	the	the	DET
ajis02-287	487	21	data	data	NOUN
ajis02-287	487	22	is	be	AUX
ajis02-287	487	23	held	hold	VERB
ajis02-287	487	24	or	or	CCONJ
ajis02-287	487	25	that	that	SCONJ
ajis02-287	487	26	anything	anything	PRON
ajis02-287	487	27	not	not	PART
ajis02-287	487	28	held	hold	VERB
ajis02-287	487	29	in	in	ADP
ajis02-287	487	30	the	the	DET
ajis02-287	487	31	database	database	NOUN
ajis02-287	487	32	is	be	AUX
ajis02-287	487	33	untrue	untrue	ADJ
ajis02-287	487	34	.	.	PUNCT
ajis02-287	488	1	moreover	moreover	ADV
ajis02-287	488	2	,	,	PUNCT
ajis02-287	488	3	al	al	PROPN
ajis02-287	488	4	and	and	CCONJ
ajis02-287	488	5	deductive	deductive	ADJ
ajis02-287	488	6	database	database	NOUN
ajis02-287	488	7	research	research	NOUN
ajis02-287	488	8	has	have	AUX
ajis02-287	488	9	long	long	ADV
ajis02-287	488	10	investigated	investigate	VERB
ajis02-287	488	11	,	,	PUNCT
ajis02-287	488	12	for	for	ADP
ajis02-287	488	13	example	example	NOUN
ajis02-287	488	14	,	,	PUNCT
ajis02-287	488	15	the	the	DET
ajis02-287	488	16	explicit	explicit	ADJ
ajis02-287	488	17	holding	holding	NOUN
ajis02-287	488	18	of	of	ADP
ajis02-287	488	19	known	know	VERB
ajis02-287	488	20	falsities	falsity	NOUN
ajis02-287	488	21	so	so	SCONJ
ajis02-287	488	22	that	that	SCONJ
ajis02-287	488	23	a	a	DET
ajis02-287	488	24	tri	tri	ADJ
ajis02-287	488	25	-	-	ADJ
ajis02-287	488	26	state	state	ADJ
ajis02-287	488	27	logic	logic	NOUN
ajis02-287	488	28	of	of	ADP
ajis02-287	488	29	true	true	ADJ
ajis02-287	488	30	,	,	PUNCT
ajis02-287	488	31	false	false	ADJ
ajis02-287	488	32	and	and	CCONJ
ajis02-287	488	33	unknown	unknown	ADJ
ajis02-287	488	34	can	can	AUX
ajis02-287	488	35	be	be	AUX
ajis02-287	488	36	returned	return	VERB
ajis02-287	488	37	.	.	PUNCT
ajis02-287	489	1	the	the	DET
ajis02-287	489	2	development	development	NOUN
ajis02-287	489	3	of	of	ADP
ajis02-287	489	4	other	other	ADJ
ajis02-287	489	5	database	database	NOUN
ajis02-287	489	6	paradigms	paradigm	VERB
ajis02-287	489	7	to	to	PART
ajis02-287	489	8	accommodate	accommodate	VERB
ajis02-287	489	9	this	this	PRON
ajis02-287	489	10	may	may	AUX
ajis02-287	489	11	also	also	ADV
ajis02-287	489	12	be	be	AUX
ajis02-287	489	13	useful	useful	ADJ
ajis02-287	489	14	.	.	PUNCT
ajis02-287	490	1	incremental	incremental	ADJ
ajis02-287	490	2	knowledge	knowledge	NOUN
ajis02-287	490	3	discovery	discovery	NOUN
ajis02-287	490	4	the	the	DET
ajis02-287	490	5	volume	volume	NOUN
ajis02-287	490	6	of	of	ADP
ajis02-287	490	7	data	datum	NOUN
ajis02-287	490	8	currently	currently	ADV
ajis02-287	490	9	being	be	AUX
ajis02-287	490	10	mined	mine	VERB
ajis02-287	490	11	is	be	AUX
ajis02-287	490	12	outstripping	outstrip	VERB
ajis02-287	490	13	the	the	DET
ajis02-287	490	14	normal	normal	ADJ
ajis02-287	490	15	capacity	capacity	NOUN
ajis02-287	490	16	of	of	ADP
ajis02-287	490	17	data	datum	NOUN
ajis02-287	490	18	mining	mining	NOUN
ajis02-287	490	19	systems	system	NOUN
ajis02-287	490	20	to	to	PART
ajis02-287	490	21	mine	mine	VERB
ajis02-287	490	22	it	it	PRON
ajis02-287	490	23	,	,	PUNCT
ajis02-287	490	24	primarily	primarily	ADV
ajis02-287	490	25	due	due	ADP
ajis02-287	490	26	to	to	ADP
ajis02-287	490	27	the	the	DET
ajis02-287	490	28	i	i	PROPN
ajis02-287	490	29	/	/	SYM
ajis02-287	490	30	o	o	NOUN
ajis02-287	490	31	-	-	NOUN
ajis02-287	490	32	boundness	boundness	NOUN
ajis02-287	490	33	of	of	ADP
ajis02-287	490	34	data	datum	NOUN
ajis02-287	490	35	mining	mining	NOUN
ajis02-287	490	36	routines	routine	NOUN
ajis02-287	490	37	and	and	CCONJ
ajis02-287	490	38	the	the	DET
ajis02-287	490	39	fact	fact	NOUN
ajis02-287	490	40	that	that	SCONJ
ajis02-287	490	41	i	i	PRON
ajis02-287	490	42	/	/	SYM
ajis02-287	490	43	o	o	NOUN
ajis02-287	490	44	channel	channel	NOUN
ajis02-287	490	45	speed	speed	NOUN
ajis02-287	490	46	improvements	improvement	NOUN
ajis02-287	490	47	are	be	AUX
ajis02-287	490	48	not	not	PART
ajis02-287	490	49	keeping	keep	VERB
ajis02-287	490	50	pace	pace	NOUN
ajis02-287	490	51	with	with	ADP
ajis02-287	490	52	improvements	improvement	NOUN
ajis02-287	490	53	in	in	ADP
ajis02-287	490	54	either	either	CCONJ
ajis02-287	490	55	storage	storage	NOUN
ajis02-287	490	56	capacity	capacity	NOUN
ajis02-287	490	57	of	of	ADP
ajis02-287	490	58	cpu	cpu	NOUN
ajis02-287	490	59	speed	speed	NOUN
ajis02-287	490	60	.	.	PUNCT
ajis02-287	491	1	it	it	PRON
ajis02-287	491	2	is	be	AUX
ajis02-287	491	3	thus	thus	ADV
ajis02-287	491	4	important	important	ADJ
ajis02-287	491	5	that	that	SCONJ
ajis02-287	491	6	both	both	DET
ajis02-287	491	7	incremental	incremental	ADJ
ajis02-287	491	8	discovery	discovery	NOUN
ajis02-287	491	9	routines	routine	NOUN
ajis02-287	491	10	,	,	PUNCT
ajis02-287	491	11	which	which	PRON
ajis02-287	491	12	can	can	AUX
ajis02-287	491	13	amend	amend	VERB
ajis02-287	491	14	data	datum	NOUN
ajis02-287	491	15	warehouse	warehouse	NOUN
ajis02-287	491	16	data	datum	NOUN
ajis02-287	491	17	in	in	ADP
ajis02-287	491	18	bursts	burst	NOUN
ajis02-287	491	19	as	as	SCONJ
ajis02-287	491	20	changes	change	NOUN
ajis02-287	491	21	are	be	AUX
ajis02-287	491	22	made	make	VERB
ajis02-287	491	23	to	to	ADP
ajis02-287	491	24	the	the	DET
ajis02-287	491	25	transaction	transaction	NOUN
ajis02-287	491	26	database	database	NOUN
ajis02-287	491	27	,	,	PUNCT
ajis02-287	491	28	and	and	CCONJ
ajis02-287	491	29	that	that	SCONJ
ajis02-287	491	30	restartable	restartable	ADJ
ajis02-287	491	31	routines	routine	NOUN
ajis02-287	491	32	,	,	PUNCT
ajis02-287	491	33	which	which	PRON
ajis02-287	491	34	can	can	AUX
ajis02-287	491	35	be	be	AUX
ajis02-287	491	36	run	run	VERB
ajis02-287	491	37	whenever	whenever	SCONJ
ajis02-287	491	38	resources	resource	NOUN
ajis02-287	491	39	permit	permit	VERB
ajis02-287	491	40	,	,	PUNCT
ajis02-287	491	41	such	such	ADJ
ajis02-287	491	42	as	as	ADP
ajis02-287	491	43	overnight	overnight	ADV
ajis02-287	491	44	or	or	CCONJ
ajis02-287	491	45	during	during	ADP
ajis02-287	491	46	other	other	ADJ
ajis02-287	491	47	periods	period	NOUN
ajis02-287	491	48	of	of	ADP
ajis02-287	491	49	low	low	ADJ
ajis02-287	491	50	activity	activity	NOUN
ajis02-287	491	51	,	,	PUNCT
ajis02-287	491	52	be	be	AUX
ajis02-287	491	53	developed	develop	VERB
ajis02-287	491	54	.	.	PUNCT
ajis02-287	492	1	it	it	PRON
ajis02-287	492	2	would	would	AUX
ajis02-287	492	3	also	also	ADV
ajis02-287	492	4	be	be	AUX
ajis02-287	492	5	useful	useful	ADJ
ajis02-287	492	6	if	if	SCONJ
ajis02-287	492	7	cooperating	cooperate	VERB
ajis02-287	492	8	data	datum	NOUN
ajis02-287	492	9	mining	mining	NOUN
ajis02-287	492	10	algorithms	algorithm	NOUN
ajis02-287	492	11	,	,	PUNCT
ajis02-287	492	12	each	each	PRON
ajis02-287	492	13	tailored	tailor	VERB
ajis02-287	492	14	to	to	PART
ajis02-287	492	15	mine	mine	VERB
ajis02-287	492	16	different	different	ADJ
ajis02-287	492	17	aspects	aspect	NOUN
ajis02-287	492	18	of	of	ADP
ajis02-287	492	19	the	the	DET
ajis02-287	492	20	same	same	ADJ
ajis02-287	492	21	data	datum	NOUN
ajis02-287	492	22	store	store	NOUN
ajis02-287	492	23	,	,	PUNCT
ajis02-287	492	24	could	could	AUX
ajis02-287	492	25	be	be	AUX
ajis02-287	492	26	used	use	VERB
ajis02-287	492	27	.	.	PUNCT
ajis02-287	493	1	to	to	PART
ajis02-287	493	2	enable	enable	VERB
ajis02-287	493	3	both	both	PRON
ajis02-287	493	4	to	to	PART
ajis02-287	493	5	happen	happen	VERB
ajis02-287	493	6	,	,	PUNCT
ajis02-287	493	7	a	a	DET
ajis02-287	493	8	common	common	ADJ
ajis02-287	493	9	mechanism	mechanism	NOUN
ajis02-287	493	10	for	for	ADP
ajis02-287	493	11	storing	store	VERB
ajis02-287	493	12	interim	interim	ADJ
ajis02-287	493	13	results	result	NOUN
ajis02-287	493	14	would	would	AUX
ajis02-287	493	15	be	be	AUX
ajis02-287	493	16	useful	useful	ADJ
ajis02-287	493	17	.	.	PUNCT
ajis02-287	494	1	other	other	ADJ
ajis02-287	494	2	research	research	NOUN
ajis02-287	494	3	challenges	challenge	NOUN
ajis02-287	494	4	and	and	CCONJ
ajis02-287	494	5	conclusions	conclusion	NOUN
ajis02-287	494	6	the	the	DET
ajis02-287	494	7	research	research	NOUN
ajis02-287	494	8	challenges	challenge	NOUN
ajis02-287	494	9	discussed	discuss	VERB
ajis02-287	494	10	so	so	ADV
ajis02-287	494	11	far	far	ADV
ajis02-287	494	12	are	be	AUX
ajis02-287	494	13	directly	directly	ADV
ajis02-287	494	14	concerned	concerned	ADJ
ajis02-287	494	15	with	with	ADP
ajis02-287	494	16	the	the	DET
ajis02-287	494	17	problem	problem	NOUN
ajis02-287	494	18	of	of	ADP
ajis02-287	494	19	faster	fast	ADJ
ajis02-287	494	20	data	datum	NOUN
ajis02-287	494	21	integration	integration	NOUN
ajis02-287	494	22	.	.	PUNCT
ajis02-287	495	1	there	there	PRON
ajis02-287	495	2	are	be	VERB
ajis02-287	495	3	other	other	ADJ
ajis02-287	495	4	challenges	challenge	NOUN
ajis02-287	495	5	which	which	PRON
ajis02-287	495	6	are	be	AUX
ajis02-287	495	7	a	a	DET
ajis02-287	495	8	result	result	NOUN
ajis02-287	495	9	of	of	ADP
ajis02-287	495	10	the	the	DET
ajis02-287	495	11	data	datum	NOUN
ajis02-287	495	12	warehousing	warehousing	NOUN
ajis02-287	495	13	concept	concept	NOUN
ajis02-287	495	14	.	.	PUNCT
ajis02-287	496	1	here	here	ADV
ajis02-287	496	2	we	we	PRON
ajis02-287	496	3	mention	mention	VERB
ajis02-287	496	4	a	a	DET
ajis02-287	496	5	few	few	ADJ
ajis02-287	496	6	such	such	ADJ
ajis02-287	496	7	challenges	challenge	NOUN
ajis02-287	496	8	which	which	PRON
ajis02-287	496	9	are	be	AUX
ajis02-287	496	10	currently	currently	ADV
ajis02-287	496	11	active	active	ADJ
ajis02-287	496	12	.	.	PUNCT
ajis02-287	497	1	one	one	NUM
ajis02-287	497	2	such	such	ADJ
ajis02-287	497	3	problem	problem	NOUN
ajis02-287	497	4	arises	arise	VERB
ajis02-287	497	5	due	due	ADP
ajis02-287	497	6	to	to	ADP
ajis02-287	497	7	the	the	DET
ajis02-287	497	8	changing	change	VERB
ajis02-287	497	9	user	user	NOUN
ajis02-287	497	10	requirements	requirement	NOUN
ajis02-287	497	11	.	.	PUNCT
ajis02-287	498	1	as	as	ADP
ajis02-287	498	2	the	the	DET
ajis02-287	498	3	55	55	NUM
ajis02-287	498	4	ajis	ajis	NOUN
ajis02-287	498	5	vol	vol	NOUN
ajis02-287	498	6	.	.	PROPN
ajis02-287	498	7	7	7	NUM
ajis02-287	499	1	no	no	NOUN
ajis02-287	499	2	.	.	NOUN
ajis02-287	499	3	1	1	NUM
ajis02-287	499	4	sept	sept	PROPN
ajis02-287	499	5	1999	1999	NUM
ajis02-287	499	6	requirements	requirement	NOUN
ajis02-287	499	7	of	of	ADP
ajis02-287	499	8	the	the	DET
ajis02-287	499	9	user	user	NOUN
ajis02-287	499	10	changes	change	NOUN
ajis02-287	499	11	,	,	PUNCT
ajis02-287	499	12	the	the	DET
ajis02-287	499	13	view	view	NOUN
ajis02-287	499	14	definitions	definition	VERB
ajis02-287	499	15	at	at	ADP
ajis02-287	499	16	the	the	DET
ajis02-287	499	17	data	data	NOUN
ajis02-287	499	18	warehouse	warehouse	NOUN
ajis02-287	499	19	change	change	VERB
ajis02-287	499	20	dynamically	dynamically	ADV
ajis02-287	499	21	.	.	PUNCT
ajis02-287	500	1	there	there	PRON
ajis02-287	500	2	is	be	VERB
ajis02-287	500	3	a	a	DET
ajis02-287	500	4	need	need	NOUN
ajis02-287	500	5	to	to	PART
ajis02-287	500	6	develop	develop	VERB
ajis02-287	500	7	view	view	NOUN
ajis02-287	500	8	adaptation	adaptation	NOUN
ajis02-287	500	9	techniques	technique	NOUN
ajis02-287	500	10	that	that	PRON
ajis02-287	500	11	do	do	AUX
ajis02-287	500	12	not	not	PART
ajis02-287	500	13	need	need	VERB
ajis02-287	500	14	the	the	DET
ajis02-287	500	15	entire	entire	ADJ
ajis02-287	500	16	recomputation	recomputation	NOUN
ajis02-287	500	17	of	of	ADP
ajis02-287	500	18	the	the	DET
ajis02-287	500	19	materialized	materialize	VERB
ajis02-287	500	20	view	view	NOUN
ajis02-287	500	21	at	at	ADP
ajis02-287	500	22	every	every	DET
ajis02-287	500	23	change	change	NOUN
ajis02-287	500	24	.	.	PUNCT
ajis02-287	501	1	in	in	ADP
ajis02-287	501	2	(	(	PUNCT
ajis02-287	501	3	gupta	gupta	PROPN
ajis02-287	501	4	,	,	PUNCT
ajis02-287	501	5	mumick	mumick	ADJ
ajis02-287	501	6	and	and	CCONJ
ajis02-287	501	7	ross	ross	PROPN
ajis02-287	501	8	1995	1995	NUM
ajis02-287	501	9	;	;	PUNCT
ajis02-287	501	10	mohania	mohania	PROPN
ajis02-287	501	11	1997	1997	NUM
ajis02-287	501	12	;	;	PUNCT
ajis02-287	501	13	mohania	mohania	NOUN
ajis02-287	501	14	and	and	CCONJ
ajis02-287	501	15	dong	dong	PROPN
ajis02-287	501	16	1996	1996	NUM
ajis02-287	501	17	)	)	PUNCT
ajis02-287	501	18	,	,	PUNCT
ajis02-287	501	19	the	the	DET
ajis02-287	501	20	authors	author	NOUN
ajis02-287	501	21	have	have	AUX
ajis02-287	501	22	presented	present	VERB
ajis02-287	501	23	the	the	DET
ajis02-287	501	24	view	view	NOUN
ajis02-287	501	25	adaptation	adaptation	NOUN
ajis02-287	501	26	techniques	technique	NOUN
ajis02-287	501	27	for	for	ADP
ajis02-287	501	28	a	a	DET
ajis02-287	501	29	data	data	NOUN
ajis02-287	501	30	warehouse	warehouse	NOUN
ajis02-287	501	31	that	that	PRON
ajis02-287	501	32	recompute	recompute	VERB
ajis02-287	501	33	only	only	ADJ
ajis02-287	501	34	parts	part	NOUN
ajis02-287	501	35	of	of	ADP
ajis02-287	501	36	the	the	DET
ajis02-287	501	37	view	view	NOUN
ajis02-287	501	38	(	(	PUNCT
ajis02-287	501	39	if	if	SCONJ
ajis02-287	501	40	any	any	PRON
ajis02-287	501	41	)	)	PUNCT
ajis02-287	501	42	which	which	PRON
ajis02-287	501	43	can	can	AUX
ajis02-287	501	44	not	not	PART
ajis02-287	501	45	be	be	AUX
ajis02-287	501	46	derived	derive	VERB
ajis02-287	501	47	from	from	ADP
ajis02-287	501	48	the	the	DET
ajis02-287	501	49	existing	exist	VERB
ajis02-287	501	50	materialized	materialize	VERB
ajis02-287	501	51	views	view	NOUN
ajis02-287	501	52	.	.	PUNCT
ajis02-287	502	1	these	these	DET
ajis02-287	502	2	techniques	technique	NOUN
ajis02-287	502	3	are	be	AUX
ajis02-287	502	4	applicable	applicable	ADJ
ajis02-287	502	5	for	for	ADP
ajis02-287	502	6	spj	spj	NOUN
ajis02-287	502	7	queries	query	NOUN
ajis02-287	502	8	.	.	PUNCT
ajis02-287	503	1	however	however	ADV
ajis02-287	503	2	,	,	PUNCT
ajis02-287	503	3	there	there	PRON
ajis02-287	503	4	is	be	VERB
ajis02-287	503	5	a	a	DET
ajis02-287	503	6	need	need	NOUN
ajis02-287	503	7	to	to	PART
ajis02-287	503	8	devise	devise	VERB
ajis02-287	503	9	adaptation	adaptation	NOUN
ajis02-287	503	10	algorithms	algorithm	NOUN
ajis02-287	503	11	for	for	ADP
ajis02-287	503	12	aggregated	aggregated	ADJ
ajis02-287	503	13	queries	query	NOUN
ajis02-287	503	14	.	.	PUNCT
ajis02-287	504	1	as	as	SCONJ
ajis02-287	504	2	discussed	discuss	VERB
ajis02-287	504	3	in	in	ADP
ajis02-287	504	4	(	(	PUNCT
ajis02-287	504	5	munneke	munneke	ADJ
ajis02-287	504	6	,	,	PUNCT
ajis02-287	504	7	wahlstrom	wahlstrom	NOUN
ajis02-287	504	8	and	and	CCONJ
ajis02-287	504	9	mohania	mohania	NOUN
ajis02-287	504	10	1999	1999	NUM
ajis02-287	504	11	)	)	PUNCT
ajis02-287	504	12	,	,	PUNCT
ajis02-287	504	13	the	the	DET
ajis02-287	504	14	fragmentation	fragmentation	NOUN
ajis02-287	504	15	of	of	ADP
ajis02-287	504	16	a	a	DET
ajis02-287	504	17	multi	multi	ADJ
ajis02-287	504	18	-	-	ADJ
ajis02-287	504	19	dimensional	dimensional	ADJ
ajis02-287	504	20	databases	database	NOUN
ajis02-287	504	21	has	have	AUX
ajis02-287	504	22	not	not	PART
ajis02-287	504	23	been	be	AUX
ajis02-287	504	24	widely	widely	ADV
ajis02-287	504	25	researched	research	VERB
ajis02-287	504	26	.	.	PUNCT
ajis02-287	505	1	the	the	DET
ajis02-287	505	2	fragmentation	fragmentation	NOUN
ajis02-287	505	3	mechanisms	mechanism	NOUN
ajis02-287	505	4	employed	employ	VERB
ajis02-287	505	5	to	to	PART
ajis02-287	505	6	partition	partition	VERB
ajis02-287	505	7	a	a	DET
ajis02-287	505	8	database	database	NOUN
ajis02-287	505	9	over	over	ADP
ajis02-287	505	10	multiple	multiple	ADJ
ajis02-287	505	11	sites	site	NOUN
ajis02-287	505	12	play	play	VERB
ajis02-287	505	13	an	an	DET
ajis02-287	505	14	important	important	ADJ
ajis02-287	505	15	role	role	NOUN
ajis02-287	505	16	in	in	ADP
ajis02-287	505	17	the	the	DET
ajis02-287	505	18	design	design	NOUN
ajis02-287	505	19	of	of	ADP
ajis02-287	505	20	a	a	DET
ajis02-287	505	21	distributed	distribute	VERB
ajis02-287	505	22	database	database	NOUN
ajis02-287	505	23	system	system	NOUN
ajis02-287	505	24	as	as	SCONJ
ajis02-287	505	25	proper	proper	ADJ
ajis02-287	505	26	fragmentation	fragmentation	NOUN
ajis02-287	505	27	enhances	enhance	VERB
ajis02-287	505	28	query	query	NOUN
ajis02-287	505	29	performance	performance	NOUN
ajis02-287	505	30	by	by	ADP
ajis02-287	505	31	defining	define	VERB
ajis02-287	505	32	appropriate	appropriate	ADJ
ajis02-287	505	33	units	unit	NOUN
ajis02-287	505	34	of	of	ADP
ajis02-287	505	35	distribution	distribution	NOUN
ajis02-287	505	36	which	which	PRON
ajis02-287	505	37	allow	allow	VERB
ajis02-287	505	38	for	for	ADP
ajis02-287	505	39	concurrent	concurrent	ADJ
ajis02-287	505	40	,	,	PUNCT
ajis02-287	505	41	parallel	parallel	ADJ
ajis02-287	505	42	execution	execution	NOUN
ajis02-287	505	43	of	of	ADP
ajis02-287	505	44	queries	query	NOUN
ajis02-287	505	45	.	.	PUNCT
ajis02-287	506	1	the	the	DET
ajis02-287	506	2	parallel	parallel	ADJ
ajis02-287	506	3	processing	processing	NOUN
ajis02-287	506	4	of	of	ADP
ajis02-287	506	5	olap	olap	ADJ
ajis02-287	506	6	operations	operation	NOUN
ajis02-287	506	7	to	to	PART
ajis02-287	506	8	achieve	achieve	VERB
ajis02-287	506	9	quick	quick	ADJ
ajis02-287	506	10	response	response	NOUN
ajis02-287	506	11	times	time	NOUN
ajis02-287	506	12	is	be	AUX
ajis02-287	506	13	similarly	similarly	ADV
ajis02-287	506	14	important	important	ADJ
ajis02-287	506	15	(	(	PUNCT
ajis02-287	506	16	datta	datta	NOUN
ajis02-287	506	17	,	,	PUNCT
ajis02-287	506	18	moon	moon	PROPN
ajis02-287	506	19	and	and	CCONJ
ajis02-287	506	20	thomas	thomas	PROPN
ajis02-287	506	21	1998	1998	NUM
ajis02-287	506	22	)	)	PUNCT
ajis02-287	506	23	.	.	PUNCT
ajis02-287	507	1	this	this	PRON
ajis02-287	507	2	can	can	AUX
ajis02-287	507	3	be	be	AUX
ajis02-287	507	4	achieved	achieve	VERB
ajis02-287	507	5	by	by	ADP
ajis02-287	507	6	fragmenting	fragment	VERB
ajis02-287	507	7	multi	multi	ADJ
ajis02-287	507	8	-	-	ADJ
ajis02-287	507	9	dimensional	dimensional	ADJ
ajis02-287	507	10	database	database	NOUN
ajis02-287	507	11	into	into	ADP
ajis02-287	507	12	number	number	NOUN
ajis02-287	507	13	of	of	ADP
ajis02-287	507	14	fragments	fragment	NOUN
ajis02-287	507	15	.	.	PUNCT
ajis02-287	508	1	we	we	PRON
ajis02-287	508	2	identify	identify	VERB
ajis02-287	508	3	two	two	NUM
ajis02-287	508	4	types	type	NOUN
ajis02-287	508	5	of	of	ADP
ajis02-287	508	6	possible	possible	ADJ
ajis02-287	508	7	fragmentation	fragmentation	NOUN
ajis02-287	508	8	.	.	PUNCT
ajis02-287	509	1	firstly	firstly	ADV
ajis02-287	509	2	,	,	PUNCT
ajis02-287	509	3	slice	slice	NOUN
ajis02-287	509	4	and	and	CCONJ
ajis02-287	509	5	dice	dice	NOUN
ajis02-287	509	6	that	that	PRON
ajis02-287	509	7	selects	select	VERB
ajis02-287	509	8	subsets	subset	NOUN
ajis02-287	509	9	of	of	ADP
ajis02-287	509	10	data	datum	NOUN
ajis02-287	509	11	by	by	ADP
ajis02-287	509	12	'	'	PUNCT
ajis02-287	509	13	cutting	cut	VERB
ajis02-287	509	14	up	up	ADP
ajis02-287	509	15	'	'	PUNCT
ajis02-287	509	16	the	the	DET
ajis02-287	509	17	multi	multi	ADJ
ajis02-287	509	18	-	-	ADJ
ajis02-287	509	19	dimensional	dimensional	ADJ
ajis02-287	509	20	hypercube	hypercube	NOUN
ajis02-287	509	21	representation	representation	NOUN
ajis02-287	509	22	of	of	ADP
ajis02-287	509	23	the	the	DET
ajis02-287	509	24	global	global	ADJ
ajis02-287	509	25	data	datum	NOUN
ajis02-287	509	26	into	into	ADP
ajis02-287	509	27	sub	sub	NOUN
ajis02-287	509	28	-	-	NOUN
ajis02-287	509	29	cubes	cube	NOUN
ajis02-287	509	30	.	.	PUNCT
ajis02-287	510	1	slice	slice	NOUN
ajis02-287	510	2	and	and	CCONJ
ajis02-287	510	3	dice	dice	NOUN
ajis02-287	510	4	is	be	AUX
ajis02-287	510	5	currently	currently	ADV
ajis02-287	510	6	employed	employ	VERB
ajis02-287	510	7	by	by	ADP
ajis02-287	510	8	some	some	DET
ajis02-287	510	9	multi	multi	ADJ
ajis02-287	510	10	-	-	ADJ
ajis02-287	510	11	dimensional	dimensional	ADJ
ajis02-287	510	12	databases	database	NOUN
ajis02-287	510	13	that	that	PRON
ajis02-287	510	14	support	support	VERB
ajis02-287	510	15	fragmentation	fragmentation	NOUN
ajis02-287	510	16	;	;	PUNCT
ajis02-287	510	17	for	for	ADP
ajis02-287	510	18	example	example	NOUN
ajis02-287	510	19	the	the	DET
ajis02-287	510	20	essbase	essbase	ADJ
ajis02-287	510	21	olap	olap	NOUN
ajis02-287	510	22	server	server	NOUN
ajis02-287	510	23	partitioning	partition	VERB
ajis02-287	510	24	option	option	NOUN
ajis02-287	510	25	.	.	PUNCT
ajis02-287	511	1	secondly	secondly	ADV
ajis02-287	511	2	,	,	PUNCT
ajis02-287	511	3	severing	sever	VERB
ajis02-287	511	4	that	that	PRON
ajis02-287	511	5	divides	divide	VERB
ajis02-287	511	6	the	the	DET
ajis02-287	511	7	global	global	ADJ
ajis02-287	511	8	data	datum	NOUN
ajis02-287	511	9	by	by	ADP
ajis02-287	511	10	removing	remove	VERB
ajis02-287	511	11	dimensions	dimension	NOUN
ajis02-287	511	12	from	from	ADP
ajis02-287	511	13	a	a	DET
ajis02-287	511	14	hypercube	hypercube	NOUN
ajis02-287	511	15	.	.	PUNCT
ajis02-287	512	1	this	this	DET
ajis02-287	512	2	method	method	NOUN
ajis02-287	512	3	may	may	AUX
ajis02-287	512	4	be	be	AUX
ajis02-287	512	5	used	use	VERB
ajis02-287	512	6	to	to	PART
ajis02-287	512	7	divide	divide	VERB
ajis02-287	512	8	a	a	DET
ajis02-287	512	9	cube	cube	NOUN
ajis02-287	512	10	into	into	ADP
ajis02-287	512	11	two	two	NUM
ajis02-287	512	12	cubes	cube	NOUN
ajis02-287	512	13	with	with	ADP
ajis02-287	512	14	different	different	ADJ
ajis02-287	512	15	dimensions	dimension	NOUN
ajis02-287	512	16	from	from	ADP
ajis02-287	512	17	each	each	DET
ajis02-287	512	18	other	other	ADJ
ajis02-287	512	19	.	.	PUNCT
ajis02-287	513	1	operations	operation	NOUN
ajis02-287	513	2	performed	perform	VERB
ajis02-287	513	3	during	during	ADP
ajis02-287	513	4	severing	sever	VERB
ajis02-287	513	5	ensure	ensure	VERB
ajis02-287	513	6	that	that	SCONJ
ajis02-287	513	7	the	the	DET
ajis02-287	513	8	original	original	ADJ
ajis02-287	513	9	cube	cube	NOUN
ajis02-287	513	10	may	may	AUX
ajis02-287	513	11	be	be	AUX
ajis02-287	513	12	reconstructed	reconstruct	VERB
ajis02-287	513	13	from	from	ADP
ajis02-287	513	14	the	the	DET
ajis02-287	513	15	two	two	NUM
ajis02-287	513	16	severed	sever	VERB
ajis02-287	513	17	cubes	cube	NOUN
ajis02-287	513	18	(	(	PUNCT
ajis02-287	513	19	munneke	munneke	ADJ
ajis02-287	513	20	,	,	PUNCT
ajis02-287	513	21	wahlstrom	wahlstrom	NOUN
ajis02-287	513	22	and	and	CCONJ
ajis02-287	513	23	mohania	mohania	NOUN
ajis02-287	513	24	1999	1999	NUM
ajis02-287	513	25	)	)	PUNCT
ajis02-287	513	26	.	.	PUNCT
ajis02-287	514	1	another	another	DET
ajis02-287	514	2	interesting	interesting	ADJ
ajis02-287	514	3	problem	problem	NOUN
ajis02-287	514	4	is	be	AUX
ajis02-287	514	5	the	the	DET
ajis02-287	514	6	problem	problem	NOUN
ajis02-287	514	7	of	of	ADP
ajis02-287	514	8	data	datum	NOUN
ajis02-287	514	9	expiry	expiry	NOUN
ajis02-287	514	10	in	in	ADP
ajis02-287	514	11	the	the	DET
ajis02-287	514	12	warehouse	warehouse	NOUN
ajis02-287	514	13	.	.	PUNCT
ajis02-287	515	1	data	datum	NOUN
ajis02-287	515	2	that	that	PRON
ajis02-287	515	3	is	be	AUX
ajis02-287	515	4	materialized	materialize	VERB
ajis02-287	515	5	in	in	ADP
ajis02-287	515	6	the	the	DET
ajis02-287	515	7	warehouse	warehouse	NOUN
ajis02-287	515	8	may	may	AUX
ajis02-287	515	9	not	not	PART
ajis02-287	515	10	be	be	AUX
ajis02-287	515	11	needed	need	VERB
ajis02-287	515	12	after	after	ADP
ajis02-287	515	13	a	a	DET
ajis02-287	515	14	point	point	NOUN
ajis02-287	515	15	.	.	PUNCT
ajis02-287	516	1	there	there	PRON
ajis02-287	516	2	is	be	VERB
ajis02-287	516	3	a	a	DET
ajis02-287	516	4	need	need	NOUN
ajis02-287	516	5	to	to	PART
ajis02-287	516	6	devise	devise	VERB
ajis02-287	516	7	efficient	efficient	ADJ
ajis02-287	516	8	schemes	scheme	NOUN
ajis02-287	516	9	that	that	PRON
ajis02-287	516	10	determine	determine	VERB
ajis02-287	516	11	the	the	DET
ajis02-287	516	12	data	data	NOUN
ajis02-287	516	13	expiry	expiry	NOUN
ajis02-287	516	14	point	point	NOUN
ajis02-287	516	15	and	and	CCONJ
ajis02-287	516	16	do	do	VERB
ajis02-287	516	17	effective	effective	ADJ
ajis02-287	516	18	garbage	garbage	NOUN
ajis02-287	516	19	collection	collection	NOUN
ajis02-287	516	20	by	by	ADP
ajis02-287	516	21	removing	remove	VERB
ajis02-287	516	22	the	the	DET
ajis02-287	516	23	unnecessary	unnecessary	ADJ
ajis02-287	516	24	tuples	tuple	NOUN
ajis02-287	516	25	.	.	PUNCT
ajis02-287	517	1	the	the	DET
ajis02-287	517	2	challenge	challenge	NOUN
ajis02-287	517	3	that	that	PRON
ajis02-287	517	4	awaits	await	VERB
ajis02-287	517	5	the	the	DET
ajis02-287	517	6	data	datum	NOUN
ajis02-287	517	7	warehousing	warehousing	NOUN
ajis02-287	517	8	community	community	NOUN
ajis02-287	517	9	is	be	AUX
ajis02-287	517	10	the	the	DET
ajis02-287	517	11	integration	integration	NOUN
ajis02-287	517	12	of	of	ADP
ajis02-287	517	13	web	web	NOUN
ajis02-287	517	14	data	datum	NOUN
ajis02-287	517	15	in	in	ADP
ajis02-287	517	16	the	the	DET
ajis02-287	517	17	warehouse	warehouse	NOUN
ajis02-287	517	18	.	.	PUNCT
ajis02-287	518	1	the	the	DET
ajis02-287	518	2	internet	internet	NOUN
ajis02-287	518	3	has	have	AUX
ajis02-287	518	4	become	become	VERB
ajis02-287	518	5	a	a	DET
ajis02-287	518	6	repository	repository	NOUN
ajis02-287	518	7	of	of	ADP
ajis02-287	518	8	unstructured	unstructured	ADJ
ajis02-287	518	9	information	information	NOUN
ajis02-287	518	10	and	and	CCONJ
ajis02-287	518	11	the	the	DET
ajis02-287	518	12	need	need	NOUN
ajis02-287	518	13	to	to	PART
ajis02-287	518	14	incorporate	incorporate	VERB
ajis02-287	518	15	such	such	ADJ
ajis02-287	518	16	external	external	ADJ
ajis02-287	518	17	information	information	NOUN
ajis02-287	518	18	will	will	AUX
ajis02-287	518	19	require	require	VERB
ajis02-287	518	20	the	the	DET
ajis02-287	518	21	development	development	NOUN
ajis02-287	518	22	of	of	ADP
ajis02-287	518	23	effective	effective	ADJ
ajis02-287	518	24	schemes	scheme	NOUN
ajis02-287	518	25	for	for	ADP
ajis02-287	518	26	extracting	extract	VERB
ajis02-287	518	27	semi	semi	ADJ
ajis02-287	518	28	-	-	ADJ
ajis02-287	518	29	structured	structured	ADJ
ajis02-287	518	30	and	and	CCONJ
ajis02-287	518	31	unstructured	unstructured	ADJ
ajis02-287	518	32	data	datum	NOUN
ajis02-287	518	33	for	for	ADP
ajis02-287	518	34	storing	store	VERB
ajis02-287	518	35	in	in	ADP
ajis02-287	518	36	the	the	DET
ajis02-287	518	37	data	datum	NOUN
ajis02-287	518	38	warehouse	warehouse	NOUN
ajis02-287	518	39	.	.	PUNCT
ajis02-287	519	1	conclusions	conclusion	NOUN
ajis02-287	519	2	a	a	DET
ajis02-287	519	3	data	data	NOUN
ajis02-287	519	4	warehouse	warehouse	NOUN
ajis02-287	519	5	is	be	AUX
ajis02-287	519	6	a	a	DET
ajis02-287	519	7	central	central	ADJ
ajis02-287	519	8	repository	repository	NOUN
ajis02-287	519	9	that	that	PRON
ajis02-287	519	10	contains	contain	VERB
ajis02-287	519	11	highly	highly	ADV
ajis02-287	519	12	aggregated	aggregate	VERB
ajis02-287	519	13	,	,	PUNCT
ajis02-287	519	14	summarised	summarise	VERB
ajis02-287	519	15	and	and	CCONJ
ajis02-287	519	16	consolidated	consolidated	ADJ
ajis02-287	519	17	data	datum	NOUN
ajis02-287	519	18	,	,	PUNCT
ajis02-287	519	19	and	and	CCONJ
ajis02-287	519	20	is	be	AUX
ajis02-287	519	21	used	use	VERB
ajis02-287	519	22	for	for	ADP
ajis02-287	519	23	data	datum	NOUN
ajis02-287	519	24	analysis	analysis	NOUN
ajis02-287	519	25	and	and	CCONJ
ajis02-287	519	26	decision	decision	NOUN
ajis02-287	519	27	support	support	NOUN
ajis02-287	519	28	functions	function	NOUN
ajis02-287	519	29	.	.	PUNCT
ajis02-287	520	1	to	to	PART
ajis02-287	520	2	do	do	VERB
ajis02-287	520	3	effective	effective	ADJ
ajis02-287	520	4	data	datum	NOUN
ajis02-287	520	5	analysis	analysis	NOUN
ajis02-287	520	6	,	,	PUNCT
ajis02-287	520	7	the	the	DET
ajis02-287	520	8	quality	quality	NOUN
ajis02-287	520	9	of	of	ADP
ajis02-287	520	10	data	datum	NOUN
ajis02-287	520	11	is	be	AUX
ajis02-287	520	12	important	important	ADJ
ajis02-287	520	13	which	which	PRON
ajis02-287	520	14	can	can	AUX
ajis02-287	520	15	be	be	AUX
ajis02-287	520	16	achieved	achieve	VERB
ajis02-287	520	17	by	by	ADP
ajis02-287	520	18	cleaning	clean	VERB
ajis02-287	520	19	the	the	DET
ajis02-287	520	20	data	datum	NOUN
ajis02-287	520	21	.	.	PUNCT
ajis02-287	521	1	this	this	DET
ajis02-287	521	2	process	process	NOUN
ajis02-287	521	3	involves	involve	VERB
ajis02-287	521	4	data	datum	NOUN
ajis02-287	521	5	filtering	filtering	NOUN
ajis02-287	521	6	,	,	PUNCT
ajis02-287	521	7	transformation	transformation	NOUN
ajis02-287	521	8	and	and	CCONJ
ajis02-287	521	9	integration	integration	NOUN
ajis02-287	521	10	in	in	ADP
ajis02-287	521	11	order	order	NOUN
ajis02-287	521	12	to	to	PART
ajis02-287	521	13	get	get	AUX
ajis02-287	521	14	rid	rid	VERB
ajis02-287	521	15	of	of	ADP
ajis02-287	521	16	data	datum	NOUN
ajis02-287	521	17	inconsistencies	inconsistency	NOUN
ajis02-287	521	18	in	in	ADP
ajis02-287	521	19	the	the	DET
ajis02-287	521	20	warehouse	warehouse	NOUN
ajis02-287	521	21	.	.	PUNCT
ajis02-287	522	1	in	in	ADP
ajis02-287	522	2	this	this	DET
ajis02-287	522	3	paper	paper	NOUN
ajis02-287	522	4	,	,	PUNCT
ajis02-287	522	5	we	we	PRON
ajis02-287	522	6	have	have	AUX
ajis02-287	522	7	discussed	discuss	VERB
ajis02-287	522	8	several	several	ADJ
ajis02-287	522	9	research	research	NOUN
ajis02-287	522	10	issues	issue	NOUN
ajis02-287	522	11	in	in	ADP
ajis02-287	522	12	the	the	DET
ajis02-287	522	13	areas	area	NOUN
ajis02-287	522	14	of	of	ADP
ajis02-287	522	15	data	datum	NOUN
ajis02-287	522	16	warehouse	warehouse	NOUN
ajis02-287	522	17	modelling	modelling	NOUN
ajis02-287	522	18	,	,	PUNCT
ajis02-287	522	19	view	view	NOUN
ajis02-287	522	20	selection	selection	NOUN
ajis02-287	522	21	and	and	CCONJ
ajis02-287	522	22	maintenance	maintenance	NOUN
ajis02-287	522	23	,	,	PUNCT
ajis02-287	522	24	indexing	indexing	NOUN
ajis02-287	522	25	and	and	CCONJ
ajis02-287	522	26	parallel	parallel	ADJ
ajis02-287	522	27	query	query	NOUN
ajis02-287	522	28	processing	processing	NOUN
ajis02-287	522	29	.	.	PUNCT
ajis02-287	523	1	further	far	ADV
ajis02-287	523	2	,	,	PUNCT
ajis02-287	523	3	we	we	PRON
ajis02-287	523	4	have	have	AUX
ajis02-287	523	5	exploited	exploit	VERB
ajis02-287	523	6	the	the	DET
ajis02-287	523	7	multi	multi	NOUN
ajis02-287	523	8	-	-	NOUN
ajis02-287	523	9	dimensionality	dimensionality	NOUN
ajis02-287	523	10	of	of	ADP
ajis02-287	523	11	data	datum	NOUN
ajis02-287	523	12	in	in	ADP
ajis02-287	523	13	the	the	DET
ajis02-287	523	14	warehouse	warehouse	NOUN
ajis02-287	523	15	to	to	PART
ajis02-287	523	16	introduce	introduce	VERB
ajis02-287	523	17	the	the	DET
ajis02-287	523	18	concept	concept	NOUN
ajis02-287	523	19	of	of	ADP
ajis02-287	523	20	constraints	constraint	NOUN
ajis02-287	523	21	on	on	ADP
ajis02-287	523	22	the	the	DET
ajis02-287	523	23	data	data	NOUN
ajis02-287	523	24	cube	cube	NOUN
ajis02-287	523	25	.	.	PUNCT
ajis02-287	524	1	we	we	PRON
ajis02-287	524	2	highlight	highlight	VERB
ajis02-287	524	3	the	the	DET
ajis02-287	524	4	usefulness	usefulness	NOUN
ajis02-287	524	5	of	of	ADP
ajis02-287	524	6	the	the	DET
ajis02-287	524	7	constraint	constraint	NOUN
ajis02-287	524	8	set	set	VERB
ajis02-287	524	9	in	in	ADP
ajis02-287	524	10	every	every	DET
ajis02-287	524	11	aspect	aspect	NOUN
ajis02-287	524	12	of	of	ADP
ajis02-287	524	13	data	datum	NOUN
ajis02-287	524	14	warehousing	warehousing	NOUN
ajis02-287	524	15	,	,	PUNCT
ajis02-287	524	16	that	that	ADV
ajis02-287	524	17	is	is	ADV
ajis02-287	524	18	,	,	PUNCT
ajis02-287	524	19	design	design	NOUN
ajis02-287	524	20	,	,	PUNCT
ajis02-287	524	21	implementation	implementation	NOUN
ajis02-287	524	22	and	and	CCONJ
ajis02-287	524	23	maintenance	maintenance	NOUN
ajis02-287	524	24	.	.	PUNCT
ajis02-287	525	1	this	this	DET
ajis02-287	525	2	paper	paper	NOUN
ajis02-287	525	3	also	also	ADV
ajis02-287	525	4	underlines	underline	VERB
ajis02-287	525	5	the	the	DET
ajis02-287	525	6	need	need	NOUN
ajis02-287	525	7	for	for	ADP
ajis02-287	525	8	dynamic	dynamic	ADJ
ajis02-287	525	9	self	self	NOUN
ajis02-287	525	10	-	-	PUNCT
ajis02-287	525	11	maintainability	maintainability	NOUN
ajis02-287	525	12	of	of	ADP
ajis02-287	525	13	materialized	materialize	VERB
ajis02-287	525	14	views	view	NOUN
ajis02-287	525	15	and	and	CCONJ
ajis02-287	525	16	discusses	discuss	VERB
ajis02-287	525	17	the	the	DET
ajis02-287	525	18	issues	issue	NOUN
ajis02-287	525	19	involved	involve	VERB
ajis02-287	525	20	.	.	PUNCT
ajis02-287	526	1	in	in	ADP
ajis02-287	526	2	this	this	DET
ajis02-287	526	3	paper	paper	NOUN
ajis02-287	526	4	we	we	PRON
ajis02-287	526	5	have	have	AUX
ajis02-287	526	6	also	also	ADV
ajis02-287	526	7	discussed	discuss	VERB
ajis02-287	526	8	the	the	DET
ajis02-287	526	9	advantages	advantage	NOUN
ajis02-287	526	10	and	and	CCONJ
ajis02-287	526	11	differences	difference	NOUN
ajis02-287	526	12	in	in	ADP
ajis02-287	526	13	mining	mining	NOUN
ajis02-287	526	14	from	from	ADP
ajis02-287	526	15	data	datum	NOUN
ajis02-287	526	16	repositories	repository	NOUN
ajis02-287	526	17	such	such	ADJ
ajis02-287	526	18	as	as	ADP
ajis02-287	526	19	data	datum	NOUN
ajis02-287	526	20	warehouses	warehouse	NOUN
ajis02-287	526	21	.	.	PUNCT
ajis02-287	527	1	it	it	PRON
ajis02-287	527	2	is	be	AUX
ajis02-287	527	3	our	our	PRON
ajis02-287	527	4	view	view	NOUN
ajis02-287	527	5	that	that	SCONJ
ajis02-287	527	6	while	while	SCONJ
ajis02-287	527	7	the	the	DET
ajis02-287	527	8	majority	majority	NOUN
ajis02-287	527	9	of	of	ADP
ajis02-287	527	10	commercially	commercially	ADV
ajis02-287	527	11	implemented	implement	VERB
ajis02-287	527	12	mining	mining	NOUN
ajis02-287	527	13	systems	system	NOUN
ajis02-287	527	14	are	be	AUX
ajis02-287	527	15	currently	currently	ADV
ajis02-287	527	16	based	base	VERB
ajis02-287	527	17	around	around	ADP
ajis02-287	527	18	the	the	DET
ajis02-287	527	19	interactive	interactive	ADJ
ajis02-287	527	20	olap	olap	ADJ
ajis02-287	527	21	mode	mode	NOUN
ajis02-287	527	22	of	of	ADP
ajis02-287	527	23	knowledge	knowledge	NOUN
ajis02-287	527	24	discovery	discovery	NOUN
ajis02-287	527	25	,	,	PUNCT
ajis02-287	527	26	the	the	DET
ajis02-287	527	27	use	use	NOUN
ajis02-287	527	28	of	of	ADP
ajis02-287	527	29	semi	semi	ADJ
ajis02-287	527	30	-	-	ADJ
ajis02-287	527	31	autonomous	autonomous	ADJ
ajis02-287	527	32	mining	mining	NOUN
ajis02-287	527	33	search	search	NOUN
ajis02-287	527	34	engines	engine	NOUN
ajis02-287	527	35	will	will	AUX
ajis02-287	527	36	become	become	VERB
ajis02-287	527	37	more	more	ADV
ajis02-287	527	38	commonplace	commonplace	ADJ
ajis02-287	527	39	once	once	SCONJ
ajis02-287	527	40	some	some	DET
ajis02-287	527	41	research	research	NOUN
ajis02-287	527	42	problems	problem	NOUN
ajis02-287	527	43	,	,	PUNCT
ajis02-287	527	44	such	such	ADJ
ajis02-287	527	45	as	as	ADP
ajis02-287	527	46	rule	rule	NOUN
ajis02-287	527	47	useability	useability	NOUN
ajis02-287	527	48	,	,	PUNCT
ajis02-287	527	49	are	be	AUX
ajis02-287	527	50	resolved	resolve	VERB
ajis02-287	527	51	.	.	PUNCT
ajis02-287	528	1	the	the	DET
ajis02-287	528	2	area	area	NOUN
ajis02-287	528	3	discussed	discuss	VERB
ajis02-287	528	4	in	in	ADP
ajis02-287	528	5	the	the	DET
ajis02-287	528	6	paper	paper	NOUN
ajis02-287	528	7	also	also	ADV
ajis02-287	528	8	contains	contain	VERB
ajis02-287	528	9	a	a	DET
ajis02-287	528	10	number	number	NOUN
ajis02-287	528	11	of	of	ADP
ajis02-287	528	12	research	research	NOUN
ajis02-287	528	13	issues	issue	NOUN
ajis02-287	528	14	which	which	PRON
ajis02-287	528	15	will	will	AUX
ajis02-287	528	16	need	need	VERB
ajis02-287	528	17	to	to	PART
ajis02-287	528	18	be	be	AUX
ajis02-287	528	19	dealt	deal	VERB
ajis02-287	528	20	with	with	ADP
ajis02-287	528	21	before	before	SCONJ
ajis02-287	528	22	commercial	commercial	ADJ
ajis02-287	528	23	information	information	NOUN
ajis02-287	528	24	systems	system	NOUN
ajis02-287	528	25	can	can	AUX
ajis02-287	528	26	leverage	leverage	VERB
ajis02-287	528	27	the	the	DET
ajis02-287	528	28	maximum	maximum	ADJ
ajis02-287	528	29	advantage	advantage	NOUN
ajis02-287	528	30	from	from	ADP
ajis02-287	528	31	data	data	NOUN
ajis02-287	528	32	warehouses	warehouse	NOUN
ajis02-287	528	33	and	and	CCONJ
ajis02-287	528	34	the	the	DET
ajis02-287	528	35	associated	associated	ADJ
ajis02-287	528	36	technology	technology	NOUN
ajis02-287	528	37	.	.	PUNCT
ajis02-287	529	1	apart	apart	ADV
ajis02-287	529	2	from	from	ADP
ajis02-287	529	3	the	the	DET
ajis02-287	529	4	technical	technical	ADJ
ajis02-287	529	5	issues	issue	NOUN
ajis02-287	529	6	discussed	discuss	VERB
ajis02-287	529	7	at	at	ADP
ajis02-287	529	8	various	various	ADJ
ajis02-287	529	9	points	point	NOUN
ajis02-287	529	10	in	in	ADP
ajis02-287	529	11	the	the	DET
ajis02-287	529	12	paper	paper	NOUN
ajis02-287	529	13	,	,	PUNCT
ajis02-287	529	14	of	of	ADP
ajis02-287	529	15	particular	particular	ADJ
ajis02-287	529	16	immediate	immediate	ADJ
ajis02-287	529	17	concern	concern	NOUN
ajis02-287	529	18	is	be	AUX
ajis02-287	529	19	the	the	DET
ajis02-287	529	20	manner	manner	NOUN
ajis02-287	529	21	by	by	ADP
ajis02-287	529	22	which	which	PRON
ajis02-287	529	23	data	datum	NOUN
ajis02-287	529	24	warehouse	warehouse	NOUN
ajis02-287	529	25	design	design	NOUN
ajis02-287	529	26	and	and	CCONJ
ajis02-287	529	27	implementation	implementation	NOUN
ajis02-287	529	28	processes	process	NOUN
ajis02-287	529	29	are	be	AUX
ajis02-287	529	30	seamlessly	seamlessly	ADV
ajis02-287	529	31	integrated	integrate	VERB
ajis02-287	529	32	with	with	ADP
ajis02-287	529	33	conventional	conventional	ADJ
ajis02-287	529	34	information	information	NOUN
ajis02-287	529	35	systems	system	NOUN
ajis02-287	529	36	design	design	NOUN
ajis02-287	529	37	methodologies	methodology	NOUN
ajis02-287	529	38	.	.	PUNCT
ajis02-287	530	1	acknowledgments	acknowledgment	NOUN
ajis02-287	530	2	we	we	PRON
ajis02-287	530	3	are	be	AUX
ajis02-287	530	4	grateful	grateful	ADJ
ajis02-287	530	5	to	to	PART
ajis02-287	530	6	kirsten	kirsten	VERB
ajis02-287	530	7	wahlstrom	wahlstrom	NOUN
ajis02-287	530	8	for	for	ADP
ajis02-287	530	9	bringing	bring	VERB
ajis02-287	530	10	an	an	DET
ajis02-287	530	11	important	important	ADJ
ajis02-287	530	12	omission	omission	NOUN
ajis02-287	530	13	to	to	ADP
ajis02-287	530	14	our	our	PRON
ajis02-287	530	15	attention	attention	NOUN
ajis02-287	530	16	.	.	PUNCT
ajis02-287	531	1	references	reference	NOUN
ajis02-287	531	2	agrawal	agrawal	PROPN
ajis02-287	531	3	,	,	PUNCT
ajis02-287	531	4	d.	d.	PROPN
ajis02-287	531	5	,	,	PUNCT
ajis02-287	531	6	et	et	PROPN
ajis02-287	531	7	al	al	PROPN
ajis02-287	531	8	.	.	PROPN
ajis02-287	531	9	(	(	PUNCT
ajis02-287	531	10	1997	1997	NUM
ajis02-287	531	11	)	)	PUNCT
ajis02-287	531	12	.	.	PUNCT
ajis02-287	532	1	"	"	PUNCT
ajis02-287	532	2	efficient	efficient	ADJ
ajis02-287	532	3	view	view	NOUN
ajis02-287	532	4	maintenance	maintenance	NOUN
ajis02-287	532	5	in	in	ADP
ajis02-287	532	6	data	data	NOUN
ajis02-287	532	7	warehouses	warehouse	NOUN
ajis02-287	532	8	"	"	PUNCT
ajis02-287	532	9	.	.	PUNCT
ajis02-287	533	1	acm	acm	PROPN
ajis02-287	533	2	sigmod	sigmod	PROPN
ajis02-287	533	3	international	international	ADJ
ajis02-287	533	4	conference	conference	NOUN
ajis02-287	533	5	on	on	ADP
ajis02-287	533	6	management	management	NOUN
ajis02-287	533	7	of	of	ADP
ajis02-287	533	8	data	data	PROPN
ajis02-287	533	9	,	,	PUNCT
ajis02-287	533	10	tucson	tucson	PROPN
ajis02-287	533	11	,	,	PUNCT
ajis02-287	533	12	arizona	arizona	PROPN
ajis02-287	533	13	,	,	PUNCT
ajis02-287	533	14	usa	usa	PROPN
ajis02-287	533	15	,	,	PUNCT
ajis02-287	533	16	pp	pp	X
ajis02-287	533	17	.	.	PUNCT
ajis02-287	534	1	417	417	NUM
ajis02-287	534	2	-	-	SYM
ajis02-287	534	3	427	427	NUM
ajis02-287	534	4	.	.	PUNCT
ajis02-287	535	1	agrawal	agrawal	PROPN
ajis02-287	535	2	,	,	PUNCT
ajis02-287	535	3	r.	r.	PROPN
ajis02-287	535	4	,	,	PUNCT
ajis02-287	535	5	et	et	PROPN
ajis02-287	535	6	al	al	PROPN
ajis02-287	535	7	.	.	PROPN
ajis02-287	535	8	(	(	PUNCT
ajis02-287	535	9	1992	1992	NUM
ajis02-287	535	10	)	)	PUNCT
ajis02-287	535	11	.	.	PUNCT
ajis02-287	536	1	"	"	PUNCT
ajis02-287	536	2	an	an	DET
ajis02-287	536	3	interval	interval	NOUN
ajis02-287	536	4	classifier	classifier	NOUN
ajis02-287	536	5	for	for	ADP
ajis02-287	536	6	database	database	NOUN
ajis02-287	536	7	mining	mining	NOUN
ajis02-287	536	8	applications	application	NOUN
ajis02-287	536	9	"	"	PUNCT
ajis02-287	536	10	.	.	PUNCT
ajis02-287	537	1	eighteenth	eighteenth	PROPN
ajis02-287	537	2	international	international	ADJ
ajis02-287	537	3	conference	conference	NOUN
ajis02-287	537	4	on	on	ADP
ajis02-287	537	5	very	very	ADV
ajis02-287	537	6	large	large	ADJ
ajis02-287	537	7	data	datum	NOUN
ajis02-287	537	8	bases	basis	NOUN
ajis02-287	537	9	,	,	PUNCT
ajis02-287	537	10	vancouver	vancouver	PROPN
ajis02-287	537	11	,	,	PUNCT
ajis02-287	537	12	canada	canada	PROPN
ajis02-287	537	13	,	,	PUNCT
ajis02-287	537	14	pp	pp	X
ajis02-287	537	15	.	.	PUNCT
ajis02-287	538	1	560	560	NUM
ajis02-287	538	2	-	-	SYM
ajis02-287	538	3	573	573	NUM
ajis02-287	538	4	.	.	PUNCT
ajis02-287	539	1	agrawal	agrawal	PROPN
ajis02-287	539	2	,	,	PUNCT
ajis02-287	539	3	r.	r.	PROPN
ajis02-287	539	4	,	,	PUNCT
ajis02-287	539	5	et	et	PROPN
ajis02-287	539	6	al	al	PROPN
ajis02-287	539	7	.	.	PUNCT
ajis02-287	539	8	(	(	PUNCT
ajis02-287	539	9	1997	1997	NUM
ajis02-287	539	10	)	)	PUNCT
ajis02-287	539	11	.	.	PUNCT
ajis02-287	540	1	modeling	model	VERB
ajis02-287	540	2	multidimensional	multidimensional	ADJ
ajis02-287	540	3	databases	database	NOUN
ajis02-287	540	4	.	.	PUNCT
ajis02-287	541	1	research	research	NOUN
ajis02-287	541	2	report	report	NOUN
ajis02-287	541	3	report	report	VERB
ajis02-287	541	4	ibm	ibm	PROPN
ajis02-287	541	5	.	.	PROPN
ajis02-287	542	1	56	56	NUM
ajis02-287	542	2	ajis	ajis	NOUN
ajis02-287	542	3	vol	vol	NOUN
ajis02-287	542	4	.	.	PROPN
ajis02-287	542	5	7	7	NUM
ajis02-287	542	6	no	no	NOUN
ajis02-287	542	7	.	.	NOUN
ajis02-287	542	8	1	1	NUM
ajis02-287	542	9	sept	sept	PROPN
ajis02-287	542	10	1999	1999	NUM
ajis02-287	542	11	agrawal	agrawal	PROPN
ajis02-287	542	12	,	,	PUNCT
ajis02-287	542	13	r.	r.	PROPN
ajis02-287	542	14	,	,	PUNCT
ajis02-287	542	15	et	et	PROPN
ajis02-287	542	16	al	al	PROPN
ajis02-287	542	17	.	.	PUNCT
ajis02-287	543	1	(	(	PUNCT
ajis02-287	543	2	1993	1993	NUM
ajis02-287	543	3	)	)	PUNCT
ajis02-287	543	4	.	.	PUNCT
ajis02-287	544	1	"	"	PUNCT
ajis02-287	544	2	mining	mining	NOUN
ajis02-287	544	3	association	association	NOUN
ajis02-287	544	4	rules	rule	NOUN
ajis02-287	544	5	between	between	ADP
ajis02-287	544	6	sets	set	NOUN
ajis02-287	544	7	of	of	ADP
ajis02-287	544	8	items	item	NOUN
ajis02-287	544	9	in	in	ADP
ajis02-287	544	10	large	large	ADJ
ajis02-287	544	11	databases	database	NOUN
ajis02-287	544	12	"	"	PUNCT
ajis02-287	544	13	.	.	PUNCT
ajis02-287	545	1	acm	acm	PROPN
ajis02-287	545	2	sigmod	sigmod	PROPN
ajis02-287	545	3	international	international	ADJ
ajis02-287	545	4	conference	conference	NOUN
ajis02-287	545	5	on	on	ADP
ajis02-287	545	6	management	management	NOUN
ajis02-287	545	7	of	of	ADP
ajis02-287	545	8	data	data	PROPN
ajis02-287	545	9	,	,	PUNCT
ajis02-287	545	10	washington	washington	PROPN
ajis02-287	545	11	dc	dc	PROPN
ajis02-287	545	12	,	,	PUNCT
ajis02-287	545	13	usa	usa	PROPN
ajis02-287	545	14	,	,	PUNCT
ajis02-287	545	15	acm	acm	PROPN
ajis02-287	545	16	press	press	NOUN
ajis02-287	545	17	.	.	PUNCT
ajis02-287	546	1	vol	vol	NOUN
ajis02-287	546	2	.	.	PUNCT
ajis02-287	547	1	22	22	NUM
ajis02-287	547	2	.	.	PUNCT
ajis02-287	548	1	pp	pp	ADJ
ajis02-287	548	2	.	.	PUNCT
ajis02-287	549	1	207	207	NUM
ajis02-287	549	2	-	-	SYM
ajis02-287	549	3	216	216	NUM
ajis02-287	549	4	.	.	PUNCT
ajis02-287	550	1	bailey	bailey	PROPN
ajis02-287	550	2	,	,	PUNCT
ajis02-287	550	3	j.	j.	PROPN
ajis02-287	550	4	,	,	PUNCT
ajis02-287	550	5	et	et	PROPN
ajis02-287	550	6	al	al	PROPN
ajis02-287	550	7	.	.	PUNCT
ajis02-287	550	8	(	(	PUNCT
ajis02-287	550	9	1998	1998	NUM
ajis02-287	550	10	)	)	PUNCT
ajis02-287	550	11	.	.	PUNCT
ajis02-287	551	1	"	"	PUNCT
ajis02-287	551	2	distributed	distribute	VERB
ajis02-287	551	3	view	view	NOUN
ajis02-287	551	4	maintenance	maintenance	NOUN
ajis02-287	551	5	by	by	ADP
ajis02-287	551	6	incremental	incremental	ADJ
ajis02-287	551	7	semijoin	semijoin	NOUN
ajis02-287	551	8	and	and	CCONJ
ajis02-287	551	9	tagging	tagging	NOUN
ajis02-287	551	10	"	"	PUNCT
ajis02-287	551	11	.	.	PUNCT
ajis02-287	552	1	distributed	distribute	VERB
ajis02-287	552	2	and	and	CCONJ
ajis02-287	552	3	parallel	parallel	ADJ
ajis02-287	552	4	databases	database	NOUN
ajis02-287	552	5	.	.	PUNCT
ajis02-287	553	1	vol	vol	NOUN
ajis02-287	553	2	.	.	PROPN
ajis02-287	554	1	6	6	NUM
ajis02-287	554	2	,	,	PUNCT
ajis02-287	554	3	no	no	INTJ
ajis02-287	554	4	.	.	NOUN
ajis02-287	554	5	3	3	NUM
ajis02-287	554	6	,	,	PUNCT
ajis02-287	554	7	pp	pp	ADJ
ajis02-287	554	8	.	.	PUNCT
ajis02-287	555	1	287	287	NUM
ajis02-287	555	2	-	-	SYM
ajis02-287	555	3	309	309	NUM
ajis02-287	555	4	.	.	PUNCT
ajis02-287	556	1	baralis	baralis	PROPN
ajis02-287	556	2	,	,	PUNCT
ajis02-287	556	3	e.	e.	PROPN
ajis02-287	556	4	,	,	PUNCT
ajis02-287	556	5	et	et	PROPN
ajis02-287	556	6	al	al	PROPN
ajis02-287	556	7	.	.	PUNCT
ajis02-287	556	8	(	(	PUNCT
ajis02-287	556	9	1996	1996	NUM
ajis02-287	556	10	)	)	PUNCT
ajis02-287	556	11	.	.	PUNCT
ajis02-287	557	1	"	"	PUNCT
ajis02-287	557	2	conservative	conservative	ADJ
ajis02-287	557	3	timestamp	timestamp	NOUN
ajis02-287	557	4	revised	revise	VERB
ajis02-287	557	5	for	for	ADP
ajis02-287	557	6	materialized	materialize	VERB
ajis02-287	557	7	view	view	NOUN
ajis02-287	557	8	maintenance	maintenance	NOUN
ajis02-287	557	9	in	in	ADP
ajis02-287	557	10	a	a	DET
ajis02-287	557	11	data	data	NOUN
ajis02-287	557	12	warehouse	warehouse	NOUN
ajis02-287	557	13	"	"	PUNCT
ajis02-287	557	14	.	.	PUNCT
ajis02-287	558	1	workshop	workshop	NOUN
ajis02-287	558	2	on	on	ADP
ajis02-287	558	3	materialized	materialize	VERB
ajis02-287	558	4	views	view	NOUN
ajis02-287	558	5	,	,	PUNCT
ajis02-287	558	6	montreal	montreal	PROPN
ajis02-287	558	7	,	,	PUNCT
ajis02-287	558	8	pp	pp	ADJ
ajis02-287	558	9	.	.	PUNCT
ajis02-287	559	1	1	1	NUM
ajis02-287	559	2	-	-	SYM
ajis02-287	559	3	9	9	NUM
ajis02-287	559	4	.	.	PUNCT
ajis02-287	559	5	baralis	baralis	PROPN
ajis02-287	559	6	,	,	PUNCT
ajis02-287	559	7	e.	e.	PROPN
ajis02-287	559	8	,	,	PUNCT
ajis02-287	559	9	et	et	PROPN
ajis02-287	559	10	al	al	PROPN
ajis02-287	559	11	.	.	PROPN
ajis02-287	559	12	(	(	PUNCT
ajis02-287	559	13	1997	1997	NUM
ajis02-287	559	14	)	)	PUNCT
ajis02-287	559	15	.	.	PUNCT
ajis02-287	560	1	"	"	PUNCT
ajis02-287	560	2	materialized	materialize	VERB
ajis02-287	560	3	view	view	NOUN
ajis02-287	560	4	selection	selection	NOUN
ajis02-287	560	5	in	in	ADP
ajis02-287	560	6	a	a	DET
ajis02-287	560	7	multidimensional	multidimensional	ADJ
ajis02-287	560	8	database	database	NOUN
ajis02-287	560	9	"	"	PUNCT
ajis02-287	560	10	.	.	PUNCT
ajis02-287	561	1	internationa	internationa	PROPN
ajis02-287	561	2	]	]	PUNCT
ajis02-287	561	3	conference	conference	NOUN
ajis02-287	561	4	on	on	ADP
ajis02-287	561	5	very	very	ADV
ajis02-287	561	6	large	large	ADJ
ajis02-287	561	7	databases	database	NOUN
ajis02-287	561	8	,	,	PUNCT
ajis02-287	561	9	athens	athens	PROPN
ajis02-287	561	10	,	,	PUNCT
ajis02-287	561	11	greece	greece	PROPN
ajis02-287	561	12	,	,	PUNCT
ajis02-287	561	13	morgan	morgan	PROPN
ajis02-287	561	14	kaufmann	kaufmann	PROPN
ajis02-287	561	15	.	.	PUNCT
ajis02-287	562	1	pp	pp	X
ajis02-287	562	2	.	.	PUNCT
ajis02-287	563	1	156	156	NUM
ajis02-287	563	2	-	-	SYM
ajis02-287	563	3	165	165	NUM
ajis02-287	563	4	.	.	PUNCT
ajis02-287	564	1	bauer	bauer	PROPN
ajis02-287	564	2	,	,	PUNCT
ajis02-287	564	3	a.	a.	NOUN
ajis02-287	564	4	and	and	CCONJ
ajis02-287	564	5	lehner	lehner	PROPN
ajis02-287	564	6	,	,	PUNCT
ajis02-287	564	7	w.	w.	PROPN
ajis02-287	564	8	(	(	PUNCT
ajis02-287	564	9	1997	1997	NUM
ajis02-287	564	10	)	)	PUNCT
ajis02-287	564	11	.	.	PUNCT
ajis02-287	565	1	"	"	PUNCT
ajis02-287	565	2	the	the	DET
ajis02-287	565	3	cube	cube	NOUN
ajis02-287	565	4	-	-	PUNCT
ajis02-287	565	5	query	query	NOUN
ajis02-287	565	6	-	-	PUNCT
ajis02-287	565	7	language	language	NOUN
ajis02-287	565	8	(	(	PUNCT
ajis02-287	565	9	cql	cql	NOUN
ajis02-287	565	10	)	)	PUNCT
ajis02-287	565	11	for	for	ADP
ajis02-287	565	12	multidimensional	multidimensional	ADJ
ajis02-287	565	13	statistical	statistical	ADJ
ajis02-287	565	14	and	and	CCONJ
ajis02-287	565	15	scientific	scientific	ADJ
ajis02-287	565	16	database	database	NOUN
ajis02-287	565	17	systems	system	NOUN
ajis02-287	565	18	"	"	PUNCT
ajis02-287	565	19	.	.	PUNCT
ajis02-287	566	1	fifth	fifth	ADJ
ajis02-287	566	2	international	international	ADJ
ajis02-287	566	3	conference	conference	NOUN
ajis02-287	566	4	on	on	ADP
ajis02-287	566	5	database	database	NOUN
ajis02-287	566	6	systems	system	NOUN
ajis02-287	566	7	for	for	ADP
ajis02-287	566	8	advanced	advanced	ADJ
ajis02-287	566	9	applications	application	NOUN
ajis02-287	566	10	(	(	PUNCT
ajis02-287	566	11	dasfaa	dasfaa	NOUN
ajis02-287	566	12	)	)	PUNCT
ajis02-287	566	13	,	,	PUNCT
ajis02-287	566	14	melbourne	melbourne	NOUN
ajis02-287	566	15	,	,	PUNCT
ajis02-287	566	16	pp	pp	ADJ
ajis02-287	566	17	.	.	PUNCT
ajis02-287	567	1	263	263	NUM
ajis02-287	567	2	-	-	SYM
ajis02-287	567	3	272	272	NUM
ajis02-287	567	4	.	.	PUNCT
ajis02-287	568	1	blakeley	blakeley	PROPN
ajis02-287	568	2	,	,	PUNCT
ajis02-287	568	3	j.	j.	PROPN
ajis02-287	568	4	a.	a.	PROPN
ajis02-287	568	5	,	,	PUNCT
ajis02-287	568	6	et	et	PROPN
ajis02-287	568	7	al	al	PROPN
ajis02-287	568	8	.	.	PROPN
ajis02-287	568	9	(	(	PUNCT
ajis02-287	568	10	1986	1986	NUM
ajis02-287	568	11	)	)	PUNCT
ajis02-287	568	12	.	.	PUNCT
ajis02-287	569	1	"	"	PUNCT
ajis02-287	569	2	efficiently	efficiently	ADV
ajis02-287	569	3	updating	update	VERB
ajis02-287	569	4	materialized	materialize	VERB
ajis02-287	569	5	views	view	NOUN
ajis02-287	569	6	"	"	PUNCT
ajis02-287	569	7	.	.	PUNCT
ajis02-287	570	1	acm	acm	PROPN
ajis02-287	570	2	sigmod	sigmod	PROPN
ajis02-287	570	3	international	international	ADJ
ajis02-287	570	4	conference	conference	NOUN
ajis02-287	570	5	on	on	ADP
ajis02-287	570	6	the	the	DET
ajis02-287	570	7	management	management	NOUN
ajis02-287	570	8	of	of	ADP
ajis02-287	570	9	data	datum	NOUN
ajis02-287	570	10	,	,	PUNCT
ajis02-287	570	11	pp	pp	ADJ
ajis02-287	570	12	.	.	PUNCT
ajis02-287	571	1	61	61	NUM
ajis02-287	571	2	-71	-71	SYM
ajis02-287	571	3	.	.	PUNCT
ajis02-287	571	4	chaudhuri	chaudhuri	PROPN
ajis02-287	571	5	,	,	PUNCT
ajis02-287	571	6	s.	s.	PROPN
ajis02-287	571	7	(	(	PUNCT
ajis02-287	571	8	1997	1997	NUM
ajis02-287	571	9	)	)	PUNCT
ajis02-287	571	10	.	.	PUNCT
ajis02-287	572	1	"	"	PUNCT
ajis02-287	572	2	panel	panel	NOUN
ajis02-287	572	3	on	on	ADP
ajis02-287	572	4	"	"	PUNCT
ajis02-287	572	5	query	query	NOUN
ajis02-287	572	6	optimisation	optimisation	NOUN
ajis02-287	572	7	at	at	ADP
ajis02-287	572	8	the	the	DET
ajis02-287	572	9	crossroads	crossroad	NOUN
ajis02-287	572	10	"	"	PUNCT
ajis02-287	572	11	"	"	PUNCT
ajis02-287	572	12	.	.	PUNCT
ajis02-287	572	13	acm	acm	PROPN
ajis02-287	572	14	sigmod	sigmod	PROPN
ajis02-287	572	15	international	international	ADJ
ajis02-287	572	16	conference	conference	NOUN
ajis02-287	572	17	on	on	ADP
ajis02-287	572	18	the	the	DET
ajis02-287	572	19	management	management	NOUN
ajis02-287	572	20	of	of	ADP
ajis02-287	572	21	data	data	PROPN
ajis02-287	572	22	,	,	PUNCT
ajis02-287	572	23	tucson	tucson	PROPN
ajis02-287	572	24	,	,	PUNCT
ajis02-287	572	25	arizona	arizona	PROPN
ajis02-287	572	26	,	,	PUNCT
ajis02-287	572	27	usa	usa	PROPN
ajis02-287	572	28	,	,	PUNCT
ajis02-287	572	29	pp	pp	PROPN
ajis02-287	572	30	.	.	PUNCT
ajis02-287	572	31	509	509	NUM
ajis02-287	572	32	.	.	X
ajis02-287	572	33	chaudhuri	chaudhuri	PROPN
ajis02-287	572	34	,	,	PUNCT
ajis02-287	572	35	s.	s.	PROPN
ajis02-287	572	36	and	and	CCONJ
ajis02-287	572	37	dayal	dayal	PROPN
ajis02-287	572	38	,	,	PUNCT
ajis02-287	572	39	u.	u.	PROPN
ajis02-287	572	40	(	(	PUNCT
ajis02-287	572	41	1997	1997	NUM
ajis02-287	572	42	)	)	PUNCT
ajis02-287	572	43	.	.	PUNCT
ajis02-287	573	1	"	"	PUNCT
ajis02-287	573	2	an	an	DET
ajis02-287	573	3	overview	overview	NOUN
ajis02-287	573	4	of	of	ADP
ajis02-287	573	5	data	datum	NOUN
ajis02-287	573	6	warehousing	warehousing	NOUN
ajis02-287	573	7	and	and	CCONJ
ajis02-287	573	8	olap	olap	ADJ
ajis02-287	573	9	technology	technology	NOUN
ajis02-287	573	10	"	"	PUNCT
ajis02-287	573	11	.	.	PUNCT
ajis02-287	574	1	sigmod	sigmod	PROPN
ajis02-287	574	2	record	record	PROPN
ajis02-287	574	3	.	.	PUNCT
ajis02-287	575	1	vol	vol	NOUN
ajis02-287	575	2	.	.	PROPN
ajis02-287	576	1	26	26	NUM
ajis02-287	576	2	,	,	PUNCT
ajis02-287	576	3	no	no	INTJ
ajis02-287	576	4	.	.	NOUN
ajis02-287	576	5	1	1	NUM
ajis02-287	576	6	,	,	PUNCT
ajis02-287	576	7	pp	pp	ADJ
ajis02-287	576	8	.	.	PUNCT
ajis02-287	577	1	65	65	NUM
ajis02-287	577	2	-	-	SYM
ajis02-287	577	3	74	74	NUM
ajis02-287	577	4	.	.	PUNCT
ajis02-287	578	1	chen	chen	PROPN
ajis02-287	578	2	,	,	PUNCT
ajis02-287	578	3	m.-s	m.-s	PROPN
ajis02-287	578	4	.	.	PROPN
ajis02-287	578	5	,	,	PUNCT
ajis02-287	578	6	et	et	PROPN
ajis02-287	578	7	al	al	PROPN
ajis02-287	578	8	.	.	PUNCT
ajis02-287	578	9	(	(	PUNCT
ajis02-287	578	10	1996	1996	NUM
ajis02-287	578	11	)	)	PUNCT
ajis02-287	578	12	.	.	PUNCT
ajis02-287	579	1	"	"	PUNCT
ajis02-287	579	2	data	datum	NOUN
ajis02-287	579	3	mining	mining	NOUN
ajis02-287	579	4	:	:	PUNCT
ajis02-287	579	5	an	an	DET
ajis02-287	579	6	overview	overview	NOUN
ajis02-287	579	7	from	from	ADP
ajis02-287	579	8	database	database	PROPN
ajis02-287	579	9	perspective	perspective	NOUN
ajis02-287	579	10	"	"	PUNCT
ajis02-287	579	11	.	.	PUNCT
ajis02-287	580	1	ieee	ieee	NOUN
ajis02-287	580	2	transactions	transaction	NOUN
ajis02-287	580	3	on	on	ADP
ajis02-287	580	4	knowledge	knowledge	NOUN
ajis02-287	580	5	and	and	CCONJ
ajis02-287	580	6	data	datum	NOUN
ajis02-287	580	7	engineering	engineering	NOUN
ajis02-287	580	8	.	.	PUNCT
ajis02-287	581	1	vol	vol	NOUN
ajis02-287	581	2	.	.	PROPN
ajis02-287	581	3	8	8	NUM
ajis02-287	581	4	,	,	PUNCT
ajis02-287	581	5	no	no	INTJ
ajis02-287	581	6	.	.	NOUN
ajis02-287	581	7	6	6	NUM
ajis02-287	581	8	,	,	PUNCT
ajis02-287	581	9	pp	pp	ADJ
ajis02-287	581	10	.	.	PUNCT
ajis02-287	581	11	866	866	NUM
ajis02-287	581	12	-	-	PUNCT
ajis02-287	581	13	883	883	NUM
ajis02-287	581	14	.	.	PUNCT
ajis02-287	582	1	datta	datta	PROPN
ajis02-287	582	2	,	,	PUNCT
ajis02-287	582	3	a.	a.	PROPN
ajis02-287	582	4	,	,	PUNCT
ajis02-287	582	5	el	el	PROPN
ajis02-287	582	6	al	al	PROPN
ajis02-287	582	7	.	.	PUNCT
ajis02-287	582	8	(	(	PUNCT
ajis02-287	582	9	1998	1998	NUM
ajis02-287	582	10	)	)	PUNCT
ajis02-287	582	11	.	.	PUNCT
ajis02-287	583	1	a	a	DET
ajis02-287	583	2	case	case	NOUN
ajis02-287	583	3	for	for	ADP
ajis02-287	583	4	parallelism	parallelism	NOUN
ajis02-287	583	5	in	in	ADP
ajis02-287	583	6	data	datum	NOUN
ajis02-287	583	7	warehousing	warehousing	NOUN
ajis02-287	583	8	and	and	CCONJ
ajis02-287	583	9	olap	olap	NOUN
ajis02-287	583	10	.	.	PUNCT
ajis02-287	584	1	department	department	PROPN
ajis02-287	584	2	of	of	ADP
ajis02-287	584	3	mis	mis	PROPN
ajis02-287	584	4	,	,	PUNCT
ajis02-287	584	5	university	university	PROPN
ajis02-287	584	6	of	of	ADP
ajis02-287	584	7	arizona	arizona	PROPN
ajis02-287	584	8	,	,	PUNCT
ajis02-287	584	9	tucson	tucson	PROPN
ajis02-287	584	10	,	,	PUNCT
ajis02-287	584	11	az	az	PROPN
ajis02-287	584	12	.	.	PUNCT
ajis02-287	584	13	dong	dong	PROPN
ajis02-287	584	14	,	,	PUNCT
ajis02-287	584	15	g.	g.	PROPN
ajis02-287	584	16	and	and	CCONJ
ajis02-287	584	17	mohania	mohania	PROPN
ajis02-287	584	18	,	,	PUNCT
ajis02-287	584	19	m.	m.	NOUN
ajis02-287	584	20	(	(	PUNCT
ajis02-287	584	21	1996	1996	NUM
ajis02-287	584	22	)	)	PUNCT
ajis02-287	584	23	.	.	PUNCT
ajis02-287	585	1	"	"	PUNCT
ajis02-287	585	2	algorithms	algorithm	NOUN
ajis02-287	585	3	for	for	ADP
ajis02-287	585	4	view	view	NOUN
ajis02-287	585	5	maintenance	maintenance	NOUN
ajis02-287	585	6	in	in	ADP
ajis02-287	585	7	mobile	mobile	ADJ
ajis02-287	585	8	databases	database	NOUN
ajis02-287	585	9	"	"	PUNCT
ajis02-287	585	10	.	.	PUNCT
ajis02-287	586	1	first	first	ADJ
ajis02-287	586	2	australian	australian	ADJ
ajis02-287	586	3	workshop	workshop	NOUN
ajis02-287	586	4	on	on	ADP
ajis02-287	586	5	mobile	mobile	ADJ
ajis02-287	586	6	computing	computing	NOUN
ajis02-287	586	7	and	and	CCONJ
ajis02-287	586	8	databases	database	NOUN
ajis02-287	586	9	,	,	PUNCT
ajis02-287	586	10	monash	monash	PROPN
ajis02-287	586	11	university	university	PROPN
ajis02-287	586	12	,	,	PUNCT
ajis02-287	586	13	australia	australia	PROPN
ajis02-287	586	14	,	,	PUNCT
ajis02-287	586	15	fayyad	fayyad	NOUN
ajis02-287	586	16	,	,	PUNCT
ajis02-287	586	17	u.	u.	PROPN
ajis02-287	586	18	,	,	PUNCT
ajis02-287	586	19	m.	m.	NOUN
ajis02-287	586	20	,	,	PUNCT
ajis02-287	586	21	et	et	PROPN
ajis02-287	586	22	al	al	PROPN
ajis02-287	586	23	.	.	PUNCT
ajis02-287	586	24	(	(	PUNCT
ajis02-287	586	25	1996	1996	NUM
ajis02-287	586	26	)	)	PUNCT
ajis02-287	586	27	.	.	PUNCT
ajis02-287	587	1	"	"	PUNCT
ajis02-287	587	2	from	from	ADP
ajis02-287	587	3	data	datum	NOUN
ajis02-287	587	4	mining	mining	NOUN
ajis02-287	587	5	to	to	ADP
ajis02-287	587	6	knowledge	knowledge	NOUN
ajis02-287	587	7	discovery	discovery	NOUN
ajis02-287	587	8	:	:	PUNCT
ajis02-287	587	9	an	an	DET
ajis02-287	587	10	overview	overview	NOUN
ajis02-287	587	11	"	"	PUNCT
ajis02-287	587	12	,	,	PUNCT
ajis02-287	587	13	in	in	ADP
ajis02-287	587	14	advances	advance	NOUN
ajis02-287	587	15	in	in	ADP
ajis02-287	587	16	knowledge	knowledge	NOUN
ajis02-287	587	17	discovery	discovery	NOUN
ajis02-287	587	18	and	and	CCONJ
ajis02-287	587	19	data	datum	NOUN
ajis02-287	587	20	mining	mining	NOUN
ajis02-287	587	21	.	.	PUNCT
ajis02-287	588	1	aaai	aaai	PROPN
ajis02-287	588	2	press/	press/	NUM
ajis02-287	588	3	mit	mit	PROPN
ajis02-287	588	4	press	press	NOUN
ajis02-287	588	5	,	,	PUNCT
ajis02-287	588	6	pp	pp	ADJ
ajis02-287	588	7	.	.	PUNCT
ajis02-287	589	1	1	1	NUM
ajis02-287	589	2	-	-	SYM
ajis02-287	589	3	34	34	NUM
ajis02-287	589	4	.	.	PUNCT
ajis02-287	590	1	fayyad	fayyad	PROPN
ajis02-287	590	2	,	,	PUNCT
ajis02-287	590	3	u.	u.	PROPN
ajis02-287	590	4	,	,	PUNCT
ajis02-287	590	5	m.	m.	NOUN
ajis02-287	590	6	,	,	PUNCT
ajis02-287	590	7	et	et	PROPN
ajis02-287	590	8	al	al	PROPN
ajis02-287	590	9	,	,	PUNCT
ajis02-287	590	10	ed	ed	NOUN
ajis02-287	590	11	.	.	PUNCT
ajis02-287	590	12	(	(	PUNCT
ajis02-287	590	13	1996	1996	NUM
ajis02-287	590	14	)	)	PUNCT
ajis02-287	590	15	.	.	PUNCT
ajis02-287	591	1	advances	advance	NOUN
ajis02-287	591	2	in	in	ADP
ajis02-287	591	3	knowledge	knowledge	NOUN
ajis02-287	591	4	discovery	discovery	NOUN
ajis02-287	591	5	and	and	CCONJ
ajis02-287	591	6	data	datum	NOUN
ajis02-287	591	7	mining	mining	NOUN
ajis02-287	591	8	.	.	PUNCT
ajis02-287	592	1	menlo	menlo	PROPN
ajis02-287	592	2	park	park	PROPN
ajis02-287	592	3	,	,	PUNCT
ajis02-287	592	4	california	california	PROPN
ajis02-287	592	5	,	,	PUNCT
ajis02-287	592	6	aaai	aaai	PROPN
ajis02-287	592	7	press	press	PROPN
ajis02-287	592	8	.	.	PUNCT
ajis02-287	593	1	fayyad	fayyad	PROPN
ajis02-287	593	2	,	,	PUNCT
ajis02-287	593	3	u.	u.	PROPN
ajis02-287	593	4	m.	m.	PROPN
ajis02-287	593	5	,	,	PUNCT
ajis02-287	593	6	et	et	PROPN
ajis02-287	593	7	al	al	PROPN
ajis02-287	593	8	.	.	PUNCT
ajis02-287	593	9	(	(	PUNCT
ajis02-287	593	10	1993	1993	NUM
ajis02-287	593	11	)	)	PUNCT
ajis02-287	593	12	.	.	PUNCT
ajis02-287	594	1	"	"	PUNCT
ajis02-287	594	2	automated	automate	VERB
ajis02-287	594	3	analysis	analysis	NOUN
ajis02-287	594	4	of	of	ADP
ajis02-287	594	5	a	a	DET
ajis02-287	594	6	large	large	ADJ
ajis02-287	594	7	-	-	PUNCT
ajis02-287	594	8	scale	scale	NOUN
ajis02-287	594	9	sky	sky	NOUN
ajis02-287	594	10	survey	survey	NOUN
ajis02-287	594	11	:	:	PUNCT
ajis02-287	594	12	the	the	DET
ajis02-287	594	13	skicat	skicat	ADJ
ajis02-287	594	14	system	system	NOUN
ajis02-287	594	15	"	"	PUNCT
ajis02-287	594	16	.	.	PUNCT
ajis02-287	595	1	aaai93	aaai93	PROPN
ajis02-287	595	2	workshop	workshop	VERB
ajis02-287	595	3	on	on	ADP
ajis02-287	595	4	knowledge	knowledge	NOUN
ajis02-287	595	5	discovery	discovery	NOUN
ajis02-287	595	6	in	in	ADP
ajis02-287	595	7	databases	database	NOUN
ajis02-287	595	8	(	(	PUNCT
ajis02-287	595	9	kdd	kdd	PROPN
ajis02-287	595	10	'	'	NUM
ajis02-287	595	11	93	93	NUM
ajis02-287	595	12	)	)	PUNCT
ajis02-287	595	13	,	,	PUNCT
ajis02-287	595	14	washington	washington	PROPN
ajis02-287	595	15	d.c	d.c	PROPN
ajis02-287	595	16	.	.	PROPN
ajis02-287	595	17	,	,	PUNCT
ajis02-287	595	18	aaai	aaai	PROPN
ajis02-287	595	19	press	press	PROPN
ajis02-287	595	20	,	,	PUNCT
ajis02-287	595	21	menlo	menlo	NOUN
ajis02-287	595	22	park	park	PROPN
ajis02-287	595	23	,	,	PUNCT
ajis02-287	595	24	california	california	PROPN
ajis02-287	595	25	,	,	PUNCT
ajis02-287	595	26	pp	pp	ADJ
ajis02-287	595	27	.	.	PUNCT
ajis02-287	596	1	1	1	NUM
ajis02-287	596	2	-	-	SYM
ajis02-287	596	3	13	13	NUM
ajis02-287	596	4	.	.	PUNCT
ajis02-287	597	1	flanagan	flanagan	NOUN
ajis02-287	597	2	,	,	PUNCT
ajis02-287	597	3	t.	t.	NOUN
ajis02-287	597	4	and	and	CCONJ
ajis02-287	597	5	safdie	safdie	PROPN
ajis02-287	597	6	,	,	PUNCT
ajis02-287	597	7	e.	e.	PROPN
ajis02-287	597	8	(	(	PUNCT
ajis02-287	597	9	1997	1997	NUM
ajis02-287	597	10	)	)	PUNCT
ajis02-287	597	11	.	.	PUNCT
ajis02-287	598	1	data	datum	NOUN
ajis02-287	598	2	warehouse	warehouse	PROPN
ajis02-287	598	3	technical	technical	ADJ
ajis02-287	598	4	guide	guide	NOUN
ajis02-287	598	5	.	.	PUNCT
ajis02-287	599	1	white	white	PROPN
ajis02-287	599	2	paper	paper	PROPN
ajis02-287	599	3	report	report	PROPN
ajis02-287	599	4	sybase	sybase	PROPN
ajis02-287	599	5	.	.	PUNCT
ajis02-287	600	1	frawley	frawley	PROPN
ajis02-287	600	2	,	,	PUNCT
ajis02-287	600	3	w.	w.	PROPN
ajis02-287	600	4	j.	j.	PROPN
ajis02-287	600	5	,	,	PUNCT
ajis02-287	600	6	etal	etal	PROPN
ajis02-287	600	7	.	.	PUNCT
ajis02-287	601	1	(	(	PUNCT
ajis02-287	601	2	1992	1992	NUM
ajis02-287	601	3	)	)	PUNCT
ajis02-287	601	4	.	.	PUNCT
ajis02-287	602	1	"	"	PUNCT
ajis02-287	602	2	knowledge	knowledge	NOUN
ajis02-287	602	3	discovery	discovery	NOUN
ajis02-287	602	4	in	in	ADP
ajis02-287	602	5	databases	database	NOUN
ajis02-287	602	6	:	:	PUNCT
ajis02-287	602	7	an	an	DET
ajis02-287	602	8	overview	overview	NOUN
ajis02-287	602	9	"	"	PUNCT
ajis02-287	602	10	.	.	PUNCT
ajis02-287	603	1	al	al	PROPN
ajis02-287	603	2	magazine	magazine	PROPN
ajis02-287	603	3	.	.	PUNCT
ajis02-287	604	1	vol	vol	NOUN
ajis02-287	604	2	.	.	PROPN
ajis02-287	605	1	13	13	NUM
ajis02-287	605	2	,	,	PUNCT
ajis02-287	605	3	no	no	INTJ
ajis02-287	605	4	.	.	NOUN
ajis02-287	605	5	3	3	NUM
ajis02-287	605	6	,	,	PUNCT
ajis02-287	605	7	pp	pp	ADJ
ajis02-287	605	8	.	.	PUNCT
ajis02-287	606	1	57	57	NUM
ajis02-287	606	2	-	-	SYM
ajis02-287	606	3	70	70	NUM
ajis02-287	606	4	.	.	PUNCT
ajis02-287	607	1	also	also	ADV
ajis02-287	607	2	in	in	ADP
ajis02-287	607	3	piatetsky	piatetsky	PROPN
ajis02-287	607	4	-	-	PUNCT
ajis02-287	607	5	shapiro	shapiro	PROPN
ajis02-287	607	6	,	,	PUNCT
ajis02-287	607	7	g.	g.	PROPN
ajis02-287	607	8	and	and	CCONJ
ajis02-287	607	9	frawley	frawley	PROPN
ajis02-287	607	10	,	,	PUNCT
ajis02-287	607	11	w.j	w.j	PROPN
ajis02-287	607	12	.	.	PROPN
ajis02-287	607	13	,	,	PUNCT
ajis02-287	607	14	(	(	PUNCT
ajis02-287	607	15	eds	ed	NOUN
ajis02-287	607	16	.	.	PUNCT
ajis02-287	607	17	)	)	PUNCT
ajis02-287	607	18	1991	1991	NUM
ajis02-287	607	19	.	.	PUNCT
ajis02-287	608	1	knowledge	knowledge	NOUN
ajis02-287	608	2	discovery	discovery	PROPN
ajis02-287	608	3	in	in	ADP
ajis02-287	608	4	databases	database	NOUN
ajis02-287	608	5	.	.	PUNCT
ajis02-287	609	1	aaai	aaai	PROPN
ajis02-287	609	2	press	press	PROPN
ajis02-287	609	3	/	/	SYM
ajis02-287	609	4	mit	mit	PROPN
ajis02-287	609	5	press	press	NOUN
ajis02-287	609	6	,	,	PUNCT
ajis02-287	609	7	menlo	menlo	NOUN
ajis02-287	609	8	park	park	NOUN
ajis02-287	609	9	,	,	PUNCT
ajis02-287	609	10	ca	ca	NOUN
ajis02-287	609	11	.	.	NOUN
ajis02-287	610	1	1	1	NUM
ajis02-287	610	2	-	-	SYM
ajis02-287	610	3	30	30	NUM
ajis02-287	610	4	.	.	PUNCT
ajis02-287	611	1	gray	gray	PROPN
ajis02-287	611	2	,	,	PUNCT
ajis02-287	611	3	j.	j.	PROPN
ajis02-287	611	4	,	,	PUNCT
ajis02-287	611	5	et	et	PROPN
ajis02-287	611	6	al	al	PROPN
ajis02-287	611	7	.	.	PROPN
ajis02-287	611	8	(	(	PUNCT
ajis02-287	611	9	1997	1997	NUM
ajis02-287	611	10	)	)	PUNCT
ajis02-287	611	11	.	.	PUNCT
ajis02-287	612	1	"	"	PUNCT
ajis02-287	612	2	data	datum	NOUN
ajis02-287	612	3	cube	cube	NOUN
ajis02-287	612	4	:	:	PUNCT
ajis02-287	612	5	a	a	DET
ajis02-287	612	6	relational	relational	ADJ
ajis02-287	612	7	aggregation	aggregation	NOUN
ajis02-287	612	8	operator	operator	NOUN
ajis02-287	612	9	generalising	generalise	VERB
ajis02-287	612	10	group	group	NOUN
ajis02-287	612	11	-	-	PUNCT
ajis02-287	612	12	by	by	NOUN
ajis02-287	612	13	,	,	PUNCT
ajis02-287	612	14	cross	cross	ADJ
ajis02-287	612	15	-	-	ADJ
ajis02-287	612	16	tab	tab	ADJ
ajis02-287	612	17	and	and	CCONJ
ajis02-287	612	18	sub	sub	NOUN
ajis02-287	612	19	-	-	NOUN
ajis02-287	612	20	totals	total	NOUN
ajis02-287	612	21	"	"	PUNCT
ajis02-287	612	22	.	.	PUNCT
ajis02-287	613	1	data	datum	NOUN
ajis02-287	613	2	mining	mining	NOUN
ajis02-287	613	3	and	and	CCONJ
ajis02-287	613	4	knowledge	knowledge	NOUN
ajis02-287	613	5	discovery	discovery	NOUN
ajis02-287	613	6	.	.	PUNCT
ajis02-287	614	1	vol	vol	NOUN
ajis02-287	614	2	.	.	PROPN
ajis02-287	615	1	1	1	NUM
ajis02-287	615	2	,	,	PUNCT
ajis02-287	615	3	no	no	INTJ
ajis02-287	615	4	.	.	NOUN
ajis02-287	615	5	1	1	NUM
ajis02-287	615	6	,	,	PUNCT
ajis02-287	615	7	pp	pp	ADJ
ajis02-287	615	8	.	.	PUNCT
ajis02-287	616	1	29	29	NUM
ajis02-287	616	2	-	-	SYM
ajis02-287	616	3	54	54	NUM
ajis02-287	616	4	.	.	PUNCT
ajis02-287	617	1	griffin	griffin	PROPN
ajis02-287	617	2	,	,	PUNCT
ajis02-287	617	3	t.	t.	PROPN
ajis02-287	617	4	and	and	CCONJ
ajis02-287	617	5	libkin	libkin	PROPN
ajis02-287	617	6	,	,	PUNCT
ajis02-287	617	7	l.	l.	PROPN
ajis02-287	617	8	(	(	PUNCT
ajis02-287	617	9	1995	1995	NUM
ajis02-287	617	10	)	)	PUNCT
ajis02-287	617	11	.	.	PUNCT
ajis02-287	618	1	"	"	PUNCT
ajis02-287	618	2	incremental	incremental	ADJ
ajis02-287	618	3	maintenance	maintenance	NOUN
ajis02-287	618	4	of	of	ADP
ajis02-287	618	5	views	view	NOUN
ajis02-287	618	6	with	with	ADP
ajis02-287	618	7	duplicates	duplicate	NOUN
ajis02-287	618	8	"	"	PUNCT
ajis02-287	618	9	.	.	PUNCT
ajis02-287	619	1	acm	acm	PROPN
ajis02-287	619	2	sigmod	sigmod	PROPN
ajis02-287	619	3	international	international	ADJ
ajis02-287	619	4	conference	conference	NOUN
ajis02-287	619	5	on	on	ADP
ajis02-287	619	6	the	the	DET
ajis02-287	619	7	management	management	NOUN
ajis02-287	619	8	of	of	ADP
ajis02-287	619	9	data	data	PROPN
ajis02-287	619	10	,	,	PUNCT
ajis02-287	619	11	san	san	PROPN
ajis02-287	619	12	jose	jose	PROPN
ajis02-287	619	13	,	,	PUNCT
ajis02-287	619	14	usa	usa	PROPN
ajis02-287	619	15	,	,	PUNCT
ajis02-287	619	16	pp	pp	PROPN
ajis02-287	619	17	.	.	PUNCT
ajis02-287	620	1	328	328	NUM
ajis02-287	620	2	-	-	SYM
ajis02-287	620	3	339	339	NUM
ajis02-287	620	4	.	.	PUNCT
ajis02-287	621	1	gupta	gupta	PROPN
ajis02-287	621	2	,	,	PUNCT
ajis02-287	621	3	a.	a.	NOUN
ajis02-287	621	4	and	and	CCONJ
ajis02-287	621	5	mumick	mumick	PROPN
ajis02-287	621	6	,	,	PUNCT
ajis02-287	621	7	i.	i.	PROPN
ajis02-287	621	8	s.	s.	PROPN
ajis02-287	621	9	(	(	PUNCT
ajis02-287	621	10	1995	1995	NUM
ajis02-287	621	11	)	)	PUNCT
ajis02-287	621	12	.	.	PUNCT
ajis02-287	622	1	"	"	PUNCT
ajis02-287	622	2	maintenance	maintenance	NOUN
ajis02-287	622	3	of	of	ADP
ajis02-287	622	4	materialized	materialize	VERB
ajis02-287	622	5	views	view	NOUN
ajis02-287	622	6	:	:	PUNCT
ajis02-287	622	7	problems	problem	NOUN
ajis02-287	622	8	,	,	PUNCT
ajis02-287	622	9	techniques	technique	NOUN
ajis02-287	622	10	and	and	CCONJ
ajis02-287	622	11	applications	application	NOUN
ajis02-287	622	12	"	"	PUNCT
ajis02-287	622	13	.	.	PUNCT
ajis02-287	623	1	ieee	ieee	PROPN
ajis02-287	623	2	data	data	PROPN
ajis02-287	623	3	engineering	engineering	PROPN
ajis02-287	623	4	bulletin	bulletin	NOUN
ajis02-287	623	5	,	,	PUNCT
ajis02-287	623	6	special	special	ADJ
ajis02-287	623	7	issue	issue	NOUN
ajis02-287	623	8	on	on	ADP
ajis02-287	623	9	materialized	materialize	VERB
ajis02-287	623	10	views	view	NOUN
ajis02-287	623	11	and	and	CCONJ
ajis02-287	623	12	warehousing	warehousing	NOUN
ajis02-287	623	13	.	.	PUNCT
ajis02-287	624	1	vol	vol	NOUN
ajis02-287	624	2	.	.	PROPN
ajis02-287	625	1	18	18	NUM
ajis02-287	625	2	,	,	PUNCT
ajis02-287	625	3	no	no	INTJ
ajis02-287	625	4	.	.	NOUN
ajis02-287	625	5	2	2	NUM
ajis02-287	625	6	,	,	PUNCT
ajis02-287	625	7	pp	pp	ADJ
ajis02-287	625	8	.	.	PUNCT
ajis02-287	626	1	3	3	NUM
ajis02-287	626	2	-	-	SYM
ajis02-287	626	3	18	18	NUM
ajis02-287	626	4	.	.	PUNCT
ajis02-287	627	1	gupta	gupta	PROPN
ajis02-287	627	2	,	,	PUNCT
ajis02-287	627	3	a.	a.	PROPN
ajis02-287	627	4	,	,	PUNCT
ajis02-287	627	5	et	et	PROPN
ajis02-287	627	6	al	al	PROPN
ajis02-287	627	7	.	.	PROPN
ajis02-287	627	8	(	(	PUNCT
ajis02-287	627	9	1995	1995	NUM
ajis02-287	627	10	)	)	PUNCT
ajis02-287	627	11	.	.	PUNCT
ajis02-287	628	1	"	"	PUNCT
ajis02-287	628	2	adapting	adapt	VERB
ajis02-287	628	3	materialized	materialize	VERB
ajis02-287	628	4	views	view	NOUN
ajis02-287	628	5	after	after	ADP
ajis02-287	628	6	redefinitions	redefinition	NOUN
ajis02-287	628	7	"	"	PUNCT
ajis02-287	628	8	.	.	PUNCT
ajis02-287	629	1	acm	acm	PROPN
ajis02-287	629	2	sigmod	sigmod	PROPN
ajis02-287	629	3	international	international	ADJ
ajis02-287	629	4	conference	conference	NOUN
ajis02-287	629	5	on	on	ADP
ajis02-287	629	6	management	management	NOUN
ajis02-287	629	7	of	of	ADP
ajis02-287	629	8	data	data	PROPN
ajis02-287	629	9	,	,	PUNCT
ajis02-287	629	10	san	san	PROPN
ajis02-287	629	11	jose	jose	PROPN
ajis02-287	629	12	,	,	PUNCT
ajis02-287	629	13	usa	usa	PROPN
ajis02-287	629	14	,	,	PUNCT
ajis02-287	629	15	pp	pp	PROPN
ajis02-287	629	16	.	.	PUNCT
ajis02-287	630	1	211	211	NUM
ajis02-287	630	2	-222	-222	NOUN
ajis02-287	630	3	.	.	PUNCT
ajis02-287	631	1	gupta	gupta	PROPN
ajis02-287	631	2	,	,	PUNCT
ajis02-287	631	3	a.	a.	PROPN
ajis02-287	631	4	,	,	PUNCT
ajis02-287	631	5	et	et	PROPN
ajis02-287	631	6	al	al	PROPN
ajis02-287	631	7	.	.	PUNCT
ajis02-287	631	8	(	(	PUNCT
ajis02-287	631	9	1993	1993	NUM
ajis02-287	631	10	)	)	PUNCT
ajis02-287	631	11	.	.	PUNCT
ajis02-287	632	1	"	"	PUNCT
ajis02-287	632	2	maintaining	maintain	VERB
ajis02-287	632	3	views	view	NOUN
ajis02-287	632	4	incrementally	incrementally	ADV
ajis02-287	632	5	"	"	PUNCT
ajis02-287	632	6	.	.	PUNCT
ajis02-287	633	1	acm	acm	PROPN
ajis02-287	633	2	sigmod	sigmod	PROPN
ajis02-287	633	3	international	international	ADJ
ajis02-287	633	4	conference	conference	NOUN
ajis02-287	633	5	on	on	ADP
ajis02-287	633	6	management	management	NOUN
ajis02-287	633	7	of	of	ADP
ajis02-287	633	8	data	datum	NOUN
ajis02-287	633	9	,	,	PUNCT
ajis02-287	633	10	pp	pp	ADJ
ajis02-287	633	11	.	.	PUNCT
ajis02-287	634	1	157	157	NUM
ajis02-287	634	2	-	-	SYM
ajis02-287	634	3	166	166	NUM
ajis02-287	634	4	.	.	PUNCT
ajis02-287	635	1	han	han	PROPN
ajis02-287	635	2	,	,	PUNCT
ajis02-287	635	3	j.	j.	PROPN
ajis02-287	635	4	(	(	PUNCT
ajis02-287	635	5	et	et	PROPN
ajis02-287	635	6	al	al	PROPN
ajis02-287	635	7	.	.	PUNCT
ajis02-287	635	8	(	(	PUNCT
ajis02-287	635	9	1993	1993	NUM
ajis02-287	635	10	)	)	PUNCT
ajis02-287	635	11	.	.	PUNCT
ajis02-287	636	1	"	"	PUNCT
ajis02-287	636	2	data	data	NOUN
ajis02-287	636	3	-	-	PUNCT
ajis02-287	636	4	driven	drive	VERB
ajis02-287	636	5	discovery	discovery	NOUN
ajis02-287	636	6	of	of	ADP
ajis02-287	636	7	quantitative	quantitative	ADJ
ajis02-287	636	8	rules	rule	NOUN
ajis02-287	636	9	in	in	ADP
ajis02-287	636	10	relational	relational	ADJ
ajis02-287	636	11	databases	database	NOUN
ajis02-287	636	12	"	"	PUNCT
ajis02-287	636	13	.	.	PUNCT
ajis02-287	637	1	ieee	ieee	NOUN
ajis02-287	637	2	transactions	transaction	NOUN
ajis02-287	637	3	on	on	ADP
ajis02-287	637	4	knowledge	knowledge	NOUN
ajis02-287	637	5	and	and	CCONJ
ajis02-287	637	6	data	datum	NOUN
ajis02-287	637	7	engineering	engineering	NOUN
ajis02-287	637	8	.	.	PUNCT
ajis02-287	638	1	vol	vol	NOUN
ajis02-287	638	2	.	.	PROPN
ajis02-287	639	1	5	5	NUM
ajis02-287	639	2	,	,	PUNCT
ajis02-287	639	3	no	no	INTJ
ajis02-287	639	4	.	.	NOUN
ajis02-287	639	5	1	1	NUM
ajis02-287	639	6	,	,	PUNCT
ajis02-287	639	7	pp	pp	ADJ
ajis02-287	639	8	.	.	PUNCT
ajis02-287	640	1	29	29	NUM
ajis02-287	640	2	-	-	SYM
ajis02-287	640	3	40	40	NUM
ajis02-287	640	4	.	.	PUNCT
ajis02-287	641	1	holsheimer	holsheimer	NOUN
ajis02-287	641	2	,	,	PUNCT
ajis02-287	641	3	m.	m.	NOUN
ajis02-287	641	4	and	and	CCONJ
ajis02-287	641	5	siebes	siebe	NOUN
ajis02-287	641	6	,	,	PUNCT
ajis02-287	641	7	a.	a.	PROPN
ajis02-287	641	8	p.	p.	PROPN
ajis02-287	641	9	j.	j.	PROPN
ajis02-287	641	10	m.	m.	PROPN
ajis02-287	641	11	(	(	PUNCT
ajis02-287	641	12	1994	1994	NUM
ajis02-287	641	13	)	)	PUNCT
ajis02-287	641	14	.	.	PUNCT
ajis02-287	642	1	data	datum	NOUN
ajis02-287	642	2	mining	mining	NOUN
ajis02-287	642	3	:	:	PUNCT
ajis02-287	642	4	the	the	DET
ajis02-287	642	5	search	search	NOUN
ajis02-287	642	6	for	for	ADP
ajis02-287	642	7	knowledge	knowledge	NOUN
ajis02-287	642	8	in	in	ADP
ajis02-287	642	9	databases	database	NOUN
ajis02-287	642	10	.	.	PUNCT
ajis02-287	643	1	technical	technical	ADJ
ajis02-287	643	2	report	report	PROPN
ajis02-287	643	3	report	report	VERB
ajis02-287	643	4	cs	cs	ADJ
ajis02-287	643	5	-	-	ADJ
ajis02-287	643	6	r9406	r9406	ADJ
ajis02-287	643	7	.	.	PUNCT
ajis02-287	644	1	cwi	cwi	NOUN
ajis02-287	644	2	,	,	PUNCT
ajis02-287	644	3	the	the	DET
ajis02-287	644	4	netherlands	netherlands	PROPN
ajis02-287	644	5	.	.	PUNCT
ajis02-287	645	1	hull	hull	PROPN
ajis02-287	645	2	,	,	PUNCT
ajis02-287	645	3	r.	r.	PROPN
ajis02-287	645	4	and	and	CCONJ
ajis02-287	645	5	zhou	zhou	PROPN
ajis02-287	645	6	,	,	PUNCT
ajis02-287	645	7	g.	g.	PROPN
ajis02-287	645	8	(	(	PUNCT
ajis02-287	645	9	1996	1996	NUM
ajis02-287	645	10	)	)	PUNCT
ajis02-287	645	11	.	.	PUNCT
ajis02-287	646	1	"	"	PUNCT
ajis02-287	646	2	a	a	DET
ajis02-287	646	3	framework	framework	NOUN
ajis02-287	646	4	for	for	ADP
ajis02-287	646	5	supporting	support	VERB
ajis02-287	646	6	data	data	NOUN
ajis02-287	646	7	integration	integration	NOUN
ajis02-287	646	8	using	use	VERB
ajis02-287	646	9	the	the	DET
ajis02-287	646	10	materialized	materialize	VERB
ajis02-287	646	11	and	and	CCONJ
ajis02-287	646	12	virtual	virtual	ADJ
ajis02-287	646	13	approaches	approach	NOUN
ajis02-287	646	14	"	"	PUNCT
ajis02-287	646	15	.	.	PUNCT
ajis02-287	646	16	acm	acm	PROPN
ajis02-287	646	17	sigmod	sigmod	PROPN
ajis02-287	646	18	conf	conf	PROPN
ajis02-287	646	19	.	.	PUNCT
ajis02-287	647	1	on	on	ADP
ajis02-287	647	2	management	management	NOUN
ajis02-287	647	3	of	of	ADP
ajis02-287	647	4	data	data	PROPN
ajis02-287	647	5	,	,	PUNCT
ajis02-287	647	6	montreal	montreal	PROPN
ajis02-287	647	7	,	,	PUNCT
ajis02-287	647	8	canada	canada	PROPN
ajis02-287	647	9	,	,	PUNCT
ajis02-287	647	10	pp	pp	X
ajis02-287	647	11	.	.	PUNCT
ajis02-287	648	1	481	481	NUM
ajis02-287	648	2	-	-	SYM
ajis02-287	648	3	492	492	NUM
ajis02-287	648	4	.	.	PUNCT
ajis02-287	649	1	huyn	huyn	ADJ
ajis02-287	649	2	,	,	PUNCT
ajis02-287	649	3	n.	n.	PROPN
ajis02-287	649	4	(	(	PUNCT
ajis02-287	649	5	1997	1997	NUM
ajis02-287	649	6	)	)	PUNCT
ajis02-287	649	7	.	.	PUNCT
ajis02-287	650	1	"	"	PUNCT
ajis02-287	650	2	multiple	multiple	ADJ
ajis02-287	650	3	view	view	NOUN
ajis02-287	650	4	self	self	NOUN
ajis02-287	650	5	-	-	PUNCT
ajis02-287	650	6	maintenance	maintenance	NOUN
ajis02-287	650	7	in	in	ADP
ajis02-287	650	8	data	datum	NOUN
ajis02-287	650	9	warehousing	warehousing	NOUN
ajis02-287	650	10	environments	environment	NOUN
ajis02-287	650	11	"	"	PUNCT
ajis02-287	650	12	.	.	PUNCT
ajis02-287	651	1	international	international	ADJ
ajis02-287	651	2	conference	conference	NOUN
ajis02-287	651	3	on	on	ADP
ajis02-287	651	4	very	very	ADV
ajis02-287	651	5	large	large	ADJ
ajis02-287	651	6	databases	database	NOUN
ajis02-287	651	7	,	,	PUNCT
ajis02-287	651	8	athens	athens	PROPN
ajis02-287	651	9	,	,	PUNCT
ajis02-287	651	10	greece	greece	PROPN
ajis02-287	651	11	,	,	PUNCT
ajis02-287	651	12	pp	pp	ADJ
ajis02-287	651	13	.	.	PUNCT
ajis02-287	652	1	26	26	NUM
ajis02-287	652	2	-	-	SYM
ajis02-287	652	3	35	35	NUM
ajis02-287	652	4	.	.	PUNCT
ajis02-287	653	1	informix	informix	PROPN
ajis02-287	653	2	(	(	PUNCT
ajis02-287	653	3	1997	1997	NUM
ajis02-287	653	4	)	)	PUNCT
ajis02-287	653	5	.	.	PUNCT
ajis02-287	654	1	a	a	DET
ajis02-287	654	2	new	new	ADJ
ajis02-287	654	3	generation	generation	NOUN
ajis02-287	654	4	of	of	ADP
ajis02-287	654	5	decision	decision	NOUN
ajis02-287	654	6	-	-	PUNCT
ajis02-287	654	7	support	support	NOUN
ajis02-287	654	8	indexing	indexing	NOUN
ajis02-287	654	9	for	for	ADP
ajis02-287	654	10	enterprise	enterprise	NOUN
ajis02-287	654	11	-	-	PUNCT
ajis02-287	654	12	wide	wide	ADJ
ajis02-287	654	13	data	datum	NOUN
ajis02-287	654	14	warehouses	warehouse	NOUN
ajis02-287	654	15	.	.	PUNCT
ajis02-287	655	1	white	white	PROPN
ajis02-287	655	2	paper	paper	PROPN
ajis02-287	655	3	report	report	PROPN
ajis02-287	655	4	informix	informix	PROPN
ajis02-287	655	5	.	.	PUNCT
ajis02-287	656	1	inmon	inmon	PROPN
ajis02-287	656	2	,	,	PUNCT
ajis02-287	656	3	w.	w.	PROPN
ajis02-287	656	4	h.	h.	PROPN
ajis02-287	656	5	(	(	PUNCT
ajis02-287	656	6	1992	1992	NUM
ajis02-287	656	7	)	)	PUNCT
ajis02-287	656	8	.	.	PUNCT
ajis02-287	657	1	building	build	VERB
ajis02-287	657	2	the	the	DET
ajis02-287	657	3	data	datum	NOUN
ajis02-287	657	4	warehouse	warehouse	NOUN
ajis02-287	657	5	.	.	PUNCT
ajis02-287	658	1	qed	qed	PROPN
ajis02-287	658	2	technical	technical	PROPN
ajis02-287	658	3	publishing	publishing	PROPN
ajis02-287	658	4	group	group	NOUN
ajis02-287	658	5	.	.	PUNCT
ajis02-287	659	1	keats	keats	PROPN
ajis02-287	659	2	,	,	PUNCT
ajis02-287	659	3	g.	g.	PROPN
ajis02-287	659	4	and	and	CCONJ
ajis02-287	659	5	loo	loo	PROPN
ajis02-287	659	6	,	,	PUNCT
ajis02-287	659	7	s.	s.	PROPN
ajis02-287	659	8	(	(	PUNCT
ajis02-287	659	9	1997	1997	NUM
ajis02-287	659	10	)	)	PUNCT
ajis02-287	659	11	.	.	PUNCT
ajis02-287	660	1	"	"	PUNCT
ajis02-287	660	2	an	an	DET
ajis02-287	660	3	intelligent	intelligent	ADJ
ajis02-287	660	4	business	business	NOUN
ajis02-287	660	5	workbench	workbench	NOUN
ajis02-287	660	6	for	for	ADP
ajis02-287	660	7	the	the	DET
ajis02-287	660	8	insurance	insurance	NOUN
ajis02-287	660	9	industry	industry	NOUN
ajis02-287	660	10	:	:	PUNCT
ajis02-287	660	11	using	use	VERB
ajis02-287	660	12	data	datum	NOUN
ajis02-287	660	13	mining	mining	NOUN
ajis02-287	660	14	to	to	PART
ajis02-287	660	15	improve	improve	VERB
ajis02-287	660	16	decision	decision	NOUN
ajis02-287	660	17	making	making	NOUN
ajis02-287	660	18	and	and	CCONJ
ajis02-287	660	19	performance	performance	NOUN
ajis02-287	660	20	.	.	PUNCT
ajis02-287	660	21	"	"	PUNCT
ajis02-287	660	22	.	.	PUNCT
ajis02-287	661	1	eighth	eighth	ADJ
ajis02-287	661	2	international	international	ADJ
ajis02-287	661	3	database	database	NOUN
ajis02-287	661	4	workshop	workshop	NOUN
ajis02-287	661	5	,	,	PUNCT
ajis02-287	661	6	data	data	NOUN
ajis02-287	661	7	mining	mining	NOUN
ajis02-287	661	8	,	,	PUNCT
ajis02-287	661	9	data	datum	NOUN
ajis02-287	661	10	warehousing	warehousing	NOUN
ajis02-287	661	11	and	and	CCONJ
ajis02-287	661	12	client	client	NOUN
ajis02-287	661	13	/	/	SYM
ajis02-287	661	14	server	server	NOUN
ajis02-287	661	15	databases	database	NOUN
ajis02-287	661	16	.	.	PUNCT
ajis02-287	661	17	,	,	PUNCT
ajis02-287	661	18	hong	hong	PROPN
ajis02-287	661	19	kong	kong	PROPN
ajis02-287	661	20	,	,	PUNCT
ajis02-287	661	21	springer	springer	NOUN
ajis02-287	661	22	-	-	PUNCT
ajis02-287	661	23	verlag	verlag	PROPN
ajis02-287	661	24	singapore	singapore	PROPN
ajis02-287	661	25	,	,	PUNCT
ajis02-287	661	26	pp	pp	ADP
ajis02-287	661	27	.	.	PUNCT
ajis02-287	662	1	256	256	NUM
ajis02-287	662	2	-	-	SYM
ajis02-287	662	3	274	274	NUM
ajis02-287	662	4	.	.	NOUN
ajis02-287	662	5	57	57	NUM
ajis02-287	662	6	ajis	ajis	NOUN
ajis02-287	662	7	vol	vol	NOUN
ajis02-287	662	8	.	.	PROPN
ajis02-287	663	1	7	7	NUM
ajis02-287	663	2	no	no	NOUN
ajis02-287	663	3	.	.	NOUN
ajis02-287	663	4	1	1	NUM
ajis02-287	663	5	sept	sept	PROPN
ajis02-287	663	6	1999	1999	NUM
ajis02-287	663	7	koperski	koperski	PROPN
ajis02-287	663	8	,	,	PUNCT
ajis02-287	663	9	k.	k.	PROPN
ajis02-287	663	10	,	,	PUNCT
ajis02-287	663	11	et	et	PROPN
ajis02-287	663	12	al	al	PROPN
ajis02-287	663	13	.	.	PUNCT
ajis02-287	663	14	(	(	PUNCT
ajis02-287	663	15	1996	1996	NUM
ajis02-287	663	16	)	)	PUNCT
ajis02-287	663	17	.	.	PUNCT
ajis02-287	664	1	"	"	PUNCT
ajis02-287	664	2	knowledge	knowledge	NOUN
ajis02-287	664	3	discovery	discovery	NOUN
ajis02-287	664	4	in	in	ADP
ajis02-287	664	5	spatial	spatial	ADJ
ajis02-287	664	6	databases	database	NOUN
ajis02-287	664	7	:	:	PUNCT
ajis02-287	664	8	progress	progress	NOUN
ajis02-287	664	9	and	and	CCONJ
ajis02-287	664	10	challenges	challenge	NOUN
ajis02-287	664	11	"	"	PUNCT
ajis02-287	664	12	.	.	PUNCT
ajis02-287	665	1	acm	acm	PROPN
ajis02-287	665	2	sigmod	sigmod	NOUN
ajis02-287	665	3	workshop	workshop	NOUN
ajis02-287	665	4	on	on	ADP
ajis02-287	665	5	research	research	NOUN
ajis02-287	665	6	issues	issue	NOUN
ajis02-287	665	7	on	on	ADP
ajis02-287	665	8	data	datum	NOUN
ajis02-287	665	9	mining	mining	NOUN
ajis02-287	665	10	and	and	CCONJ
ajis02-287	665	11	knowledge	knowledge	NOUN
ajis02-287	665	12	discovery	discovery	PROPN
ajis02-287	665	13	,	,	PUNCT
ajis02-287	665	14	montreal	montreal	PROPN
ajis02-287	665	15	,	,	PUNCT
ajis02-287	665	16	canada	canada	PROPN
ajis02-287	665	17	,	,	PUNCT
ajis02-287	665	18	pp	pp	X
ajis02-287	665	19	.	.	PUNCT
ajis02-287	666	1	55	55	NUM
ajis02-287	666	2	-	-	SYM
ajis02-287	666	3	70	70	NUM
ajis02-287	666	4	.	.	PUNCT
ajis02-287	666	5	kuchenhoff	kuchenhoff	PROPN
ajis02-287	666	6	,	,	PUNCT
ajis02-287	666	7	v.	v.	PROPN
ajis02-287	666	8	(	(	PUNCT
ajis02-287	666	9	1991	1991	NUM
ajis02-287	666	10	)	)	PUNCT
ajis02-287	666	11	.	.	PUNCT
ajis02-287	667	1	"	"	PUNCT
ajis02-287	667	2	on	on	ADP
ajis02-287	667	3	the	the	DET
ajis02-287	667	4	efficient	efficient	ADJ
ajis02-287	667	5	computation	computation	NOUN
ajis02-287	667	6	of	of	ADP
ajis02-287	667	7	the	the	DET
ajis02-287	667	8	difference	difference	NOUN
ajis02-287	667	9	between	between	ADP
ajis02-287	667	10	consecutive	consecutive	ADJ
ajis02-287	667	11	database	database	NOUN
ajis02-287	667	12	states	state	NOUN
ajis02-287	667	13	"	"	PUNCT
ajis02-287	667	14	,	,	PUNCT
ajis02-287	667	15	in	in	ADP
ajis02-287	667	16	second	second	ADJ
ajis02-287	667	17	international	international	ADJ
ajis02-287	667	18	conference	conference	NOUN
ajis02-287	667	19	on	on	ADP
ajis02-287	667	20	deductive	deductive	ADJ
ajis02-287	667	21	object	object	NOUN
ajis02-287	667	22	-	-	PUNCT
ajis02-287	667	23	oriented	orient	VERB
ajis02-287	667	24	databases	database	NOUN
ajis02-287	667	25	.	.	PUNCT
ajis02-287	668	1	lecture	lecture	NOUN
ajis02-287	668	2	notes	note	NOUN
ajis02-287	668	3	in	in	ADP
ajis02-287	668	4	computer	computer	NOUN
ajis02-287	668	5	science	science	NOUN
ajis02-287	668	6	.	.	PUNCT
ajis02-287	669	1	vol	vol	NOUN
ajis02-287	669	2	.	.	PUNCT
ajis02-287	670	1	566	566	NUM
ajis02-287	670	2	.	.	PUNCT
ajis02-287	670	3	springer	springer	NOUN
ajis02-287	670	4	-	-	PUNCT
ajis02-287	670	5	verlag	verlag	PROPN
ajis02-287	670	6	.	.	PUNCT
ajis02-287	671	1	pp	pp	ADJ
ajis02-287	671	2	.	.	PUNCT
ajis02-287	672	1	478	478	NUM
ajis02-287	672	2	-	-	SYM
ajis02-287	672	3	502	502	NUM
ajis02-287	672	4	.	.	PUNCT
ajis02-287	672	5	labio	labio	PROPN
ajis02-287	672	6	,	,	PUNCT
ajis02-287	672	7	w.	w.	PROPN
ajis02-287	672	8	j.	j.	PROPN
ajis02-287	672	9	,	,	PUNCT
ajis02-287	672	10	et	et	PROPN
ajis02-287	672	11	al	al	PROPN
ajis02-287	672	12	.	.	PROPN
ajis02-287	672	13	(	(	PUNCT
ajis02-287	672	14	1997	1997	NUM
ajis02-287	672	15	)	)	PUNCT
ajis02-287	672	16	.	.	PUNCT
ajis02-287	673	1	"	"	PUNCT
ajis02-287	673	2	physical	physical	ADJ
ajis02-287	673	3	database	database	NOUN
ajis02-287	673	4	design	design	NOUN
ajis02-287	673	5	for	for	ADP
ajis02-287	673	6	data	data	NOUN
ajis02-287	673	7	warehouses	warehouse	NOUN
ajis02-287	673	8	"	"	PUNCT
ajis02-287	673	9	.	.	PUNCT
ajis02-287	674	1	thirteenth	thirteenth	ADJ
ajis02-287	674	2	international	international	ADJ
ajis02-287	674	3	conference	conference	NOUN
ajis02-287	674	4	on	on	ADP
ajis02-287	674	5	data	datum	NOUN
ajis02-287	674	6	engineering	engineering	NOUN
ajis02-287	674	7	,	,	PUNCT
ajis02-287	674	8	birmingham	birmingham	PROPN
ajis02-287	674	9	,	,	PUNCT
ajis02-287	674	10	u.k	u.k	PROPN
ajis02-287	674	11	.	.	PROPN
ajis02-287	674	12	,	,	PUNCT
ajis02-287	674	13	ieee	ieee	NOUN
ajis02-287	674	14	computer	computer	NOUN
ajis02-287	674	15	society	society	NOUN
ajis02-287	674	16	,	,	PUNCT
ajis02-287	674	17	pp	pp	ADP
ajis02-287	674	18	.	.	PUNCT
ajis02-287	675	1	277	277	NUM
ajis02-287	675	2	-	-	SYM
ajis02-287	675	3	288	288	NUM
ajis02-287	675	4	.	.	PUNCT
ajis02-287	676	1	lehner	lehner	PROPN
ajis02-287	676	2	,	,	PUNCT
ajis02-287	676	3	w.	w.	PROPN
ajis02-287	676	4	,	,	PUNCT
ajis02-287	676	5	et	et	PROPN
ajis02-287	676	6	al	al	PROPN
ajis02-287	676	7	.	.	PUNCT
ajis02-287	676	8	(	(	PUNCT
ajis02-287	676	9	1996	1996	NUM
ajis02-287	676	10	)	)	PUNCT
ajis02-287	676	11	.	.	PUNCT
ajis02-287	677	1	"	"	PUNCT
ajis02-287	677	2	cross	cross	ADJ
ajis02-287	677	3	-	-	ADJ
ajis02-287	677	4	db	db	ADJ
ajis02-287	677	5	:	:	PUNCT
ajis02-287	677	6	a	a	DET
ajis02-287	677	7	feature	feature	NOUN
ajis02-287	677	8	-	-	PUNCT
ajis02-287	677	9	extended	extend	VERB
ajis02-287	677	10	multidimensional	multidimensional	ADJ
ajis02-287	677	11	data	datum	NOUN
ajis02-287	677	12	model	model	NOUN
ajis02-287	677	13	for	for	ADP
ajis02-287	677	14	statistical	statistical	ADJ
ajis02-287	677	15	and	and	CCONJ
ajis02-287	677	16	scientific	scientific	ADJ
ajis02-287	677	17	databases	database	NOUN
ajis02-287	677	18	"	"	PUNCT
ajis02-287	677	19	.	.	PUNCT
ajis02-287	678	1	international	international	ADJ
ajis02-287	678	2	conference	conference	NOUN
ajis02-287	678	3	on	on	ADP
ajis02-287	678	4	information	information	NOUN
ajis02-287	678	5	and	and	CCONJ
ajis02-287	678	6	knowledge	knowledge	NOUN
ajis02-287	678	7	management	management	PROPN
ajis02-287	678	8	,	,	PUNCT
ajis02-287	678	9	rockville	rockville	PROPN
ajis02-287	678	10	,	,	PUNCT
ajis02-287	678	11	maryland	maryland	PROPN
ajis02-287	678	12	,	,	PUNCT
ajis02-287	678	13	usa	usa	PROPN
ajis02-287	678	14	,	,	PUNCT
ajis02-287	678	15	pp	pp	PROPN
ajis02-287	678	16	.	.	PUNCT
ajis02-287	679	1	253	253	NUM
ajis02-287	679	2	-	-	SYM
ajis02-287	679	3	260	260	NUM
ajis02-287	679	4	.	.	PUNCT
ajis02-287	680	1	li	li	PROPN
ajis02-287	680	2	,	,	PUNCT
ajis02-287	680	3	c.	c.	PROPN
ajis02-287	680	4	and	and	CCONJ
ajis02-287	680	5	wang	wang	PROPN
ajis02-287	680	6	,	,	PUNCT
ajis02-287	680	7	x.	x.	PROPN
ajis02-287	680	8	s.	s.	PROPN
ajis02-287	680	9	(	(	PUNCT
ajis02-287	680	10	1996	1996	NUM
ajis02-287	680	11	)	)	PUNCT
ajis02-287	680	12	.	.	PUNCT
ajis02-287	681	1	"	"	PUNCT
ajis02-287	681	2	a	a	DET
ajis02-287	681	3	data	data	NOUN
ajis02-287	681	4	model	model	NOUN
ajis02-287	681	5	for	for	ADP
ajis02-287	681	6	supporting	support	VERB
ajis02-287	681	7	on	on	ADP
ajis02-287	681	8	-	-	PUNCT
ajis02-287	681	9	line	line	NOUN
ajis02-287	681	10	analytical	analytical	ADJ
ajis02-287	681	11	processing	processing	NOUN
ajis02-287	681	12	"	"	PUNCT
ajis02-287	681	13	.	.	PUNCT
ajis02-287	682	1	international	international	ADJ
ajis02-287	682	2	conference	conference	NOUN
ajis02-287	682	3	on	on	ADP
ajis02-287	682	4	information	information	NOUN
ajis02-287	682	5	and	and	CCONJ
ajis02-287	682	6	knowledge	knowledge	NOUN
ajis02-287	682	7	management	management	PROPN
ajis02-287	682	8	,	,	PUNCT
ajis02-287	682	9	rockville	rockville	PROPN
ajis02-287	682	10	,	,	PUNCT
ajis02-287	682	11	maryland	maryland	PROPN
ajis02-287	682	12	,	,	PUNCT
ajis02-287	682	13	usa	usa	PROPN
ajis02-287	682	14	,	,	PUNCT
ajis02-287	682	15	pp	pp	PROPN
ajis02-287	682	16	.	.	PUNCT
ajis02-287	683	1	81	81	NUM
ajis02-287	683	2	-	-	SYM
ajis02-287	683	3	88	88	NUM
ajis02-287	683	4	.	.	PUNCT
ajis02-287	684	1	mohania	mohania	PROPN
ajis02-287	684	2	,	,	PUNCT
ajis02-287	684	3	m.	m.	NOUN
ajis02-287	684	4	(	(	PUNCT
ajis02-287	684	5	1997	1997	NUM
ajis02-287	684	6	)	)	PUNCT
ajis02-287	684	7	.	.	PUNCT
ajis02-287	685	1	"	"	PUNCT
ajis02-287	685	2	avoiding	avoid	VERB
ajis02-287	685	3	re	re	NOUN
ajis02-287	685	4	-	-	NOUN
ajis02-287	685	5	computation	computation	NOUN
ajis02-287	685	6	:	:	PUNCT
ajis02-287	685	7	view	view	NOUN
ajis02-287	685	8	adaptation	adaptation	NOUN
ajis02-287	685	9	in	in	ADP
ajis02-287	685	10	data	data	NOUN
ajis02-287	685	11	warehouses	warehouse	NOUN
ajis02-287	685	12	"	"	PUNCT
ajis02-287	685	13	.	.	PUNCT
ajis02-287	686	1	eighth	eighth	ADJ
ajis02-287	686	2	international	international	ADJ
ajis02-287	686	3	database	database	NOUN
ajis02-287	686	4	workshop	workshop	NOUN
ajis02-287	686	5	,	,	PUNCT
ajis02-287	686	6	hong	hong	PROPN
ajis02-287	686	7	kong	kong	PROPN
ajis02-287	686	8	,	,	PUNCT
ajis02-287	686	9	pp	pp	ADJ
ajis02-287	686	10	.	.	PUNCT
ajis02-287	687	1	151	151	NUM
ajis02-287	687	2	-	-	SYM
ajis02-287	687	3	165	165	NUM
ajis02-287	687	4	.	.	PUNCT
ajis02-287	687	5	mohania	mohania	PROPN
ajis02-287	687	6	,	,	PUNCT
ajis02-287	687	7	m.	m.	NOUN
ajis02-287	687	8	and	and	CCONJ
ajis02-287	687	9	dong	dong	PROPN
ajis02-287	687	10	,	,	PUNCT
ajis02-287	687	11	g.	g.	PROPN
ajis02-287	687	12	(	(	PUNCT
ajis02-287	687	13	1996	1996	NUM
ajis02-287	687	14	)	)	PUNCT
ajis02-287	687	15	.	.	PUNCT
ajis02-287	688	1	"	"	PUNCT
ajis02-287	688	2	algorithms	algorithm	NOUN
ajis02-287	688	3	for	for	ADP
ajis02-287	688	4	adapting	adapt	VERB
ajis02-287	688	5	materialized	materialize	VERB
ajis02-287	688	6	views	view	NOUN
ajis02-287	688	7	in	in	ADP
ajis02-287	688	8	data	data	NOUN
ajis02-287	688	9	warehouses	warehouse	NOUN
ajis02-287	688	10	"	"	PUNCT
ajis02-287	688	11	.	.	PUNCT
ajis02-287	689	1	international	international	ADJ
ajis02-287	689	2	symposium	symposium	NOUN
ajis02-287	689	3	on	on	ADP
ajis02-287	689	4	cooperative	cooperative	ADJ
ajis02-287	689	5	database	database	NOUN
ajis02-287	689	6	systems	system	NOUN
ajis02-287	689	7	for	for	ADP
ajis02-287	689	8	advanced	advanced	ADJ
ajis02-287	689	9	applications	application	NOUN
ajis02-287	689	10	,	,	PUNCT
ajis02-287	689	11	kyoto	kyoto	PROPN
ajis02-287	689	12	,	,	PUNCT
ajis02-287	689	13	japan	japan	PROPN
ajis02-287	689	14	,	,	PUNCT
ajis02-287	689	15	pp	pp	ADJ
ajis02-287	689	16	.	.	PUNCT
ajis02-287	690	1	62	62	NUM
ajis02-287	690	2	-	-	SYM
ajis02-287	690	3	69	69	NUM
ajis02-287	690	4	.	.	PUNCT
ajis02-287	691	1	mohania	mohania	PROPN
ajis02-287	691	2	,	,	PUNCT
ajis02-287	691	3	m.	m.	NOUN
ajis02-287	691	4	,	,	PUNCT
ajis02-287	691	5	et	et	PROPN
ajis02-287	691	6	al	al	PROPN
ajis02-287	691	7	.	.	PUNCT
ajis02-287	691	8	(	(	PUNCT
ajis02-287	691	9	1997	1997	NUM
ajis02-287	691	10	)	)	PUNCT
ajis02-287	691	11	.	.	PUNCT
ajis02-287	692	1	"	"	PUNCT
ajis02-287	692	2	incremental	incremental	ADJ
ajis02-287	692	3	maintenance	maintenance	NOUN
ajis02-287	692	4	of	of	ADP
ajis02-287	692	5	materialized	materialize	VERB
ajis02-287	692	6	views	view	NOUN
ajis02-287	692	7	"	"	PUNCT
ajis02-287	692	8	.	.	PUNCT
ajis02-287	693	1	eighth	eighth	ADJ
ajis02-287	693	2	international	international	ADJ
ajis02-287	693	3	conference	conference	NOUN
ajis02-287	693	4	on	on	ADP
ajis02-287	693	5	database	database	NOUN
ajis02-287	693	6	and	and	CCONJ
ajis02-287	693	7	expert	expert	NOUN
ajis02-287	693	8	systems	system	NOUN
ajis02-287	693	9	applications	application	NOUN
ajis02-287	693	10	(	(	PUNCT
ajis02-287	693	11	dexa	dexa	NOUN
ajis02-287	693	12	'	'	NUM
ajis02-287	693	13	97	97	NUM
ajis02-287	693	14	)	)	PUNCT
ajis02-287	693	15	,	,	PUNCT
ajis02-287	693	16	toulouse	toulouse	NOUN
ajis02-287	693	17	,	,	PUNCT
ajis02-287	693	18	france	france	PROPN
ajis02-287	693	19	,	,	PUNCT
ajis02-287	693	20	springerverlag	springerverlag	NOUN
ajis02-287	693	21	.	.	PUNCT
ajis02-287	694	1	pp	pp	ADJ
ajis02-287	694	2	.	.	PUNCT
ajis02-287	695	1	551	551	NUM
ajis02-287	695	2	-	-	SYM
ajis02-287	695	3	560	560	NUM
ajis02-287	695	4	.	.	PUNCT
ajis02-287	695	5	munneke	munneke	ADJ
ajis02-287	695	6	,	,	PUNCT
ajis02-287	695	7	d.	d.	PROPN
ajis02-287	695	8	,	,	PUNCT
ajis02-287	695	9	et	et	PROPN
ajis02-287	695	10	al	al	PROPN
ajis02-287	695	11	.	.	PUNCT
ajis02-287	695	12	(	(	PUNCT
ajis02-287	695	13	1999	1999	NUM
ajis02-287	695	14	)	)	PUNCT
ajis02-287	695	15	.	.	PUNCT
ajis02-287	696	1	"	"	PUNCT
ajis02-287	696	2	fragmentation	fragmentation	NOUN
ajis02-287	696	3	of	of	ADP
ajis02-287	696	4	multidimensional	multidimensional	ADJ
ajis02-287	696	5	databases	database	NOUN
ajis02-287	696	6	"	"	PUNCT
ajis02-287	696	7	.	.	PUNCT
ajis02-287	697	1	tenth	tenth	ADJ
ajis02-287	697	2	australasian	australasian	ADJ
ajis02-287	697	3	database	database	NOUN
ajis02-287	697	4	conference	conference	NOUN
ajis02-287	697	5	,	,	PUNCT
ajis02-287	697	6	auckland	auckland	PROPN
ajis02-287	697	7	,	,	PUNCT
ajis02-287	697	8	new	new	PROPN
ajis02-287	697	9	zealand	zealand	PROPN
ajis02-287	697	10	,	,	PUNCT
ajis02-287	697	11	springer	springer	NOUN
ajis02-287	697	12	,	,	PUNCT
ajis02-287	697	13	pp	pp	PROPN
ajis02-287	697	14	.	.	PUNCT
ajis02-287	698	1	153	153	NUM
ajis02-287	698	2	-	-	SYM
ajis02-287	698	3	164	164	NUM
ajis02-287	698	4	.	.	PUNCT
ajis02-287	699	1	o*neil	o*neil	PROPN
ajis02-287	699	2	,	,	PUNCT
ajis02-287	699	3	p.	p.	NOUN
ajis02-287	699	4	and	and	CCONJ
ajis02-287	699	5	quass	quass	PROPN
ajis02-287	699	6	,	,	PUNCT
ajis02-287	699	7	d.	d.	PROPN
ajis02-287	699	8	(	(	PUNCT
ajis02-287	699	9	1997	1997	NUM
ajis02-287	699	10	)	)	PUNCT
ajis02-287	699	11	.	.	PUNCT
ajis02-287	700	1	"	"	PUNCT
ajis02-287	700	2	improved	improve	VERB
ajis02-287	700	3	query	query	NOUN
ajis02-287	700	4	performance	performance	NOUN
ajis02-287	700	5	with	with	ADP
ajis02-287	700	6	variant	variant	ADJ
ajis02-287	700	7	indexes	index	NOUN
ajis02-287	700	8	"	"	PUNCT
ajis02-287	700	9	.	.	PUNCT
ajis02-287	701	1	acm	acm	PROPN
ajis02-287	701	2	sigmod	sigmod	PROPN
ajis02-287	701	3	international	international	ADJ
ajis02-287	701	4	conference	conference	NOUN
ajis02-287	701	5	on	on	ADP
ajis02-287	701	6	management	management	NOUN
ajis02-287	701	7	of	of	ADP
ajis02-287	701	8	data	data	PROPN
ajis02-287	701	9	,	,	PUNCT
ajis02-287	701	10	tucson	tucson	PROPN
ajis02-287	701	11	,	,	PUNCT
ajis02-287	701	12	arizona	arizona	PROPN
ajis02-287	701	13	,	,	PUNCT
ajis02-287	701	14	usa	usa	PROPN
ajis02-287	701	15	,	,	PUNCT
ajis02-287	701	16	pp	pp	PROPN
ajis02-287	701	17	.	.	PUNCT
ajis02-287	702	1	38	38	NUM
ajis02-287	702	2	-	-	SYM
ajis02-287	702	3	49	49	NUM
ajis02-287	702	4	.	.	PUNCT
ajis02-287	703	1	oracle	oracle	NOUN
ajis02-287	703	2	(	(	PUNCT
ajis02-287	703	3	1992	1992	NUM
ajis02-287	703	4	)	)	PUNCT
ajis02-287	703	5	.	.	PUNCT
ajis02-287	704	1	oracle	oracle	PROPN
ajis02-287	704	2	7	7	NUM
ajis02-287	704	3	server	server	NOUN
ajis02-287	704	4	concepts	concept	NOUN
ajis02-287	704	5	manual	manual	NOUN
ajis02-287	704	6	.	.	PUNCT
ajis02-287	705	1	redwood	redwood	NOUN
ajis02-287	705	2	city	city	PROPN
ajis02-287	705	3	,	,	PUNCT
ajis02-287	705	4	ca	ca	PROPN
ajis02-287	705	5	,	,	PUNCT
ajis02-287	705	6	oracle	oracle	PROPN
ajis02-287	705	7	corporation	corporation	PROPN
ajis02-287	705	8	.	.	PUNCT
ajis02-287	706	1	quass	quass	PROPN
ajis02-287	706	2	,	,	PUNCT
ajis02-287	706	3	d.	d.	PROPN
ajis02-287	706	4	,	,	PUNCT
ajis02-287	706	5	et	et	PROPN
ajis02-287	706	6	al	al	PROPN
ajis02-287	706	7	.	.	PUNCT
ajis02-287	706	8	(	(	PUNCT
ajis02-287	706	9	1996	1996	NUM
ajis02-287	706	10	)	)	PUNCT
ajis02-287	706	11	.	.	PUNCT
ajis02-287	707	1	"	"	PUNCT
ajis02-287	707	2	making	make	VERB
ajis02-287	707	3	views	view	NOUN
ajis02-287	707	4	self	self	NOUN
ajis02-287	707	5	-	-	PUNCT
ajis02-287	707	6	maintainable	maintainable	ADJ
ajis02-287	707	7	for	for	ADP
ajis02-287	707	8	data	datum	NOUN
ajis02-287	707	9	warehousing	warehousing	NOUN
ajis02-287	707	10	"	"	PUNCT
ajis02-287	707	11	.	.	PUNCT
ajis02-287	708	1	international	international	ADJ
ajis02-287	708	2	conference	conference	NOUN
ajis02-287	708	3	on	on	ADP
ajis02-287	708	4	parallel	parallel	ADJ
ajis02-287	708	5	and	and	CCONJ
ajis02-287	708	6	database	database	NOUN
ajis02-287	708	7	information	information	NOUN
ajis02-287	708	8	systems	system	NOUN
ajis02-287	708	9	,	,	PUNCT
ajis02-287	708	10	miami	miami	PROPN
ajis02-287	708	11	beach	beach	PROPN
ajis02-287	708	12	,	,	PUNCT
ajis02-287	708	13	florida	florida	PROPN
ajis02-287	708	14	,	,	PUNCT
ajis02-287	708	15	usa	usa	PROPN
ajis02-287	708	16	,	,	PUNCT
ajis02-287	708	17	quass	quass	PROPN
ajis02-287	708	18	,	,	PUNCT
ajis02-287	708	19	d.	d.	PROPN
ajis02-287	708	20	and	and	CCONJ
ajis02-287	708	21	widom	widom	PROPN
ajis02-287	708	22	,	,	PUNCT
ajis02-287	708	23	j.	j.	PROPN
ajis02-287	708	24	(	(	PUNCT
ajis02-287	708	25	1997	1997	NUM
ajis02-287	708	26	)	)	PUNCT
ajis02-287	708	27	.	.	PUNCT
ajis02-287	709	1	"	"	PUNCT
ajis02-287	709	2	on	on	ADP
ajis02-287	709	3	-	-	PUNCT
ajis02-287	709	4	line	line	NOUN
ajis02-287	709	5	warehouse	warehouse	NOUN
ajis02-287	709	6	view	view	NOUN
ajis02-287	709	7	maintenance	maintenance	NOUN
ajis02-287	709	8	for	for	ADP
ajis02-287	709	9	batch	batch	NOUN
ajis02-287	709	10	updates	update	NOUN
ajis02-287	709	11	"	"	PUNCT
ajis02-287	709	12	.	.	PUNCT
ajis02-287	709	13	acm	acm	PROPN
ajis02-287	709	14	sigmod	sigmod	PROPN
ajis02-287	709	15	international	international	ADJ
ajis02-287	709	16	conference	conference	NOUN
ajis02-287	709	17	on	on	ADP
ajis02-287	709	18	management	management	NOUN
ajis02-287	709	19	of	of	ADP
ajis02-287	709	20	data	data	PROPN
ajis02-287	709	21	,	,	PUNCT
ajis02-287	709	22	tucson	tucson	PROPN
ajis02-287	709	23	,	,	PUNCT
ajis02-287	709	24	arizona	arizona	PROPN
ajis02-287	709	25	,	,	PUNCT
ajis02-287	709	26	usa	usa	PROPN
ajis02-287	709	27	,	,	PUNCT
ajis02-287	709	28	pp	pp	ADJ
ajis02-287	709	29	.	.	PUNCT
ajis02-287	710	1	393	393	NUM
ajis02-287	710	2	-	-	SYM
ajis02-287	710	3	404	404	NUM
ajis02-287	710	4	.	.	PUNCT
ajis02-287	710	5	rainsford	rainsford	NOUN
ajis02-287	710	6	,	,	PUNCT
ajis02-287	710	7	c.	c.	PROPN
ajis02-287	710	8	p.	p.	PROPN
ajis02-287	710	9	and	and	CCONJ
ajis02-287	710	10	roddick	roddick	PROPN
ajis02-287	710	11	,	,	PUNCT
ajis02-287	710	12	j.	j.	PROPN
ajis02-287	710	13	f.	f.	PROPN
ajis02-287	710	14	(	(	PUNCT
ajis02-287	710	15	1999	1999	NUM
ajis02-287	710	16	)	)	PUNCT
ajis02-287	710	17	.	.	PUNCT
ajis02-287	711	1	"	"	PUNCT
ajis02-287	711	2	database	database	NOUN
ajis02-287	711	3	issues	issue	NOUN
ajis02-287	711	4	in	in	ADP
ajis02-287	711	5	knowledge	knowledge	NOUN
ajis02-287	711	6	discovery	discovery	PROPN
ajis02-287	711	7	and	and	CCONJ
ajis02-287	711	8	data	datum	NOUN
ajis02-287	711	9	mining	mining	NOUN
ajis02-287	711	10	"	"	PUNCT
ajis02-287	711	11	.	.	PUNCT
ajis02-287	712	1	australian	australian	ADJ
ajis02-287	712	2	journal	journal	NOUN
ajis02-287	712	3	of	of	ADP
ajis02-287	712	4	information	information	NOUN
ajis02-287	712	5	systems	system	NOUN
ajis02-287	712	6	.	.	PUNCT
ajis02-287	713	1	vol	vol	NOUN
ajis02-287	713	2	.	.	PROPN
ajis02-287	714	1	6	6	NUM
ajis02-287	714	2	,	,	PUNCT
ajis02-287	714	3	no	no	INTJ
ajis02-287	714	4	.	.	NOUN
ajis02-287	714	5	2	2	NUM
ajis02-287	714	6	,	,	PUNCT
ajis02-287	714	7	pp	pp	ADJ
ajis02-287	714	8	.	.	PUNCT
ajis02-287	715	1	101	101	NUM
ajis02-287	715	2	-	-	SYM
ajis02-287	715	3	128	128	NUM
ajis02-287	715	4	.	.	PUNCT
ajis02-287	715	5	ramakrishnan	ramakrishnan	PROPN
ajis02-287	715	6	,	,	PUNCT
ajis02-287	715	7	r.	r.	PROPN
ajis02-287	715	8	,	,	PUNCT
ajis02-287	715	9	et	et	PROPN
ajis02-287	715	10	al	al	PROPN
ajis02-287	715	11	.	.	PUNCT
ajis02-287	715	12	(	(	PUNCT
ajis02-287	715	13	1994	1994	NUM
ajis02-287	715	14	)	)	PUNCT
ajis02-287	715	15	.	.	PUNCT
ajis02-287	716	1	"	"	PUNCT
ajis02-287	716	2	efficient	efficient	ADJ
ajis02-287	716	3	incremental	incremental	ADJ
ajis02-287	716	4	evaluation	evaluation	NOUN
ajis02-287	716	5	of	of	ADP
ajis02-287	716	6	queries	query	NOUN
ajis02-287	716	7	with	with	ADP
ajis02-287	716	8	aggregation	aggregation	NOUN
ajis02-287	716	9	"	"	PUNCT
ajis02-287	716	10	.	.	PUNCT
ajis02-287	717	1	international	international	ADJ
ajis02-287	717	2	logic	logic	NOUN
ajis02-287	717	3	programming	programming	NOUN
ajis02-287	717	4	symposium	symposium	NOUN
ajis02-287	717	5	,	,	PUNCT
ajis02-287	717	6	ross	ross	PROPN
ajis02-287	717	7	,	,	PUNCT
ajis02-287	717	8	k.	k.	PROPN
ajis02-287	717	9	a.	a.	PROPN
ajis02-287	717	10	,	,	PUNCT
ajis02-287	717	11	et	et	PROPN
ajis02-287	717	12	al	al	PROPN
ajis02-287	717	13	.	.	PUNCT
ajis02-287	717	14	(	(	PUNCT
ajis02-287	717	15	1996	1996	NUM
ajis02-287	717	16	)	)	PUNCT
ajis02-287	717	17	.	.	PUNCT
ajis02-287	718	1	"	"	PUNCT
ajis02-287	718	2	materialized	materialize	VERB
ajis02-287	718	3	view	view	NOUN
ajis02-287	718	4	maintenance	maintenance	NOUN
ajis02-287	718	5	and	and	CCONJ
ajis02-287	718	6	integrity	integrity	NOUN
ajis02-287	718	7	constraint	constraint	NOUN
ajis02-287	718	8	checking	checking	NOUN
ajis02-287	718	9	:	:	PUNCT
ajis02-287	718	10	trading	trading	NOUN
ajis02-287	718	11	space	space	NOUN
ajis02-287	718	12	for	for	ADP
ajis02-287	718	13	time	time	NOUN
ajis02-287	718	14	"	"	PUNCT
ajis02-287	718	15	.	.	PUNCT
ajis02-287	719	1	acm	acm	PROPN
ajis02-287	719	2	sigmod	sigmod	PROPN
ajis02-287	719	3	international	international	ADJ
ajis02-287	719	4	conference	conference	NOUN
ajis02-287	719	5	on	on	ADP
ajis02-287	719	6	management	management	NOUN
ajis02-287	719	7	of	of	ADP
ajis02-287	719	8	data	data	PROPN
ajis02-287	719	9	,	,	PUNCT
ajis02-287	719	10	montreal	montreal	PROPN
ajis02-287	719	11	,	,	PUNCT
ajis02-287	719	12	canada	canada	PROPN
ajis02-287	719	13	,	,	PUNCT
ajis02-287	719	14	roussopoulos	roussopoulo	NOUN
ajis02-287	719	15	,	,	PUNCT
ajis02-287	719	16	n.	n.	NOUN
ajis02-287	719	17	(	(	PUNCT
ajis02-287	719	18	1982	1982	NUM
ajis02-287	719	19	)	)	PUNCT
ajis02-287	719	20	.	.	PUNCT
ajis02-287	720	1	"	"	PUNCT
ajis02-287	720	2	view	view	VERB
ajis02-287	720	3	indexing	indexing	NOUN
ajis02-287	720	4	in	in	ADP
ajis02-287	720	5	relational	relational	ADJ
ajis02-287	720	6	databases	database	NOUN
ajis02-287	720	7	"	"	PUNCT
ajis02-287	720	8	.	.	PUNCT
ajis02-287	721	1	acm	acm	NOUN
ajis02-287	721	2	transactions	transaction	NOUN
ajis02-287	721	3	on	on	ADP
ajis02-287	721	4	database	database	NOUN
ajis02-287	721	5	systems	system	NOUN
ajis02-287	721	6	.	.	PUNCT
ajis02-287	722	1	vol	vol	NOUN
ajis02-287	722	2	.	.	PROPN
ajis02-287	723	1	7	7	NUM
ajis02-287	723	2	,	,	PUNCT
ajis02-287	723	3	no	no	INTJ
ajis02-287	723	4	.	.	NOUN
ajis02-287	723	5	2	2	NUM
ajis02-287	723	6	,	,	PUNCT
ajis02-287	723	7	pp	pp	ADJ
ajis02-287	723	8	.	.	PUNCT
ajis02-287	724	1	258	258	NUM
ajis02-287	724	2	-	-	SYM
ajis02-287	724	3	290	290	NUM
ajis02-287	724	4	.	.	PUNCT
ajis02-287	725	1	segev	segev	NOUN
ajis02-287	725	2	,	,	PUNCT
ajis02-287	725	3	a.	a.	NOUN
ajis02-287	725	4	and	and	CCONJ
ajis02-287	725	5	fang	fang	PROPN
ajis02-287	725	6	,	,	PUNCT
ajis02-287	725	7	w.	w.	NOUN
ajis02-287	725	8	(	(	PUNCT
ajis02-287	725	9	1990	1990	NUM
ajis02-287	725	10	)	)	PUNCT
ajis02-287	725	11	.	.	PUNCT
ajis02-287	726	1	"	"	PUNCT
ajis02-287	726	2	currency	currency	NOUN
ajis02-287	726	3	based	base	VERB
ajis02-287	726	4	updates	update	NOUN
ajis02-287	726	5	to	to	PART
ajis02-287	726	6	distributed	distribute	VERB
ajis02-287	726	7	materialised	materialise	VERB
ajis02-287	726	8	views	view	NOUN
ajis02-287	726	9	"	"	PUNCT
ajis02-287	726	10	.	.	PUNCT
ajis02-287	727	1	ieee	ieee	PROPN
ajis02-287	727	2	international	international	PROPN
ajis02-287	727	3	conference	conference	PROPN
ajis02-287	727	4	on	on	ADP
ajis02-287	727	5	data	datum	NOUN
ajis02-287	727	6	engineering	engineering	NOUN
ajis02-287	727	7	,	,	PUNCT
ajis02-287	727	8	los	los	PROPN
ajis02-287	727	9	angeles	angeles	PROPN
ajis02-287	727	10	,	,	PUNCT
ajis02-287	727	11	california	california	PROPN
ajis02-287	727	12	,	,	PUNCT
ajis02-287	727	13	pp	pp	X
ajis02-287	727	14	.	.	PUNCT
ajis02-287	728	1	512	512	NUM
ajis02-287	728	2	-	-	SYM
ajis02-287	728	3	520	520	NUM
ajis02-287	728	4	.	.	PUNCT
ajis02-287	728	5	segev	segev	NOUN
ajis02-287	728	6	,	,	PUNCT
ajis02-287	728	7	a.	a.	NOUN
ajis02-287	728	8	and	and	CCONJ
ajis02-287	728	9	park	park	NOUN
ajis02-287	728	10	,	,	PUNCT
ajis02-287	728	11	j.	j.	PROPN
ajis02-287	728	12	(	(	PUNCT
ajis02-287	728	13	1989	1989	NUM
ajis02-287	728	14	)	)	PUNCT
ajis02-287	728	15	.	.	PUNCT
ajis02-287	729	1	"	"	PUNCT
ajis02-287	729	2	maintaining	maintain	VERB
ajis02-287	729	3	materialised	materialise	VERB
ajis02-287	729	4	views	view	NOUN
ajis02-287	729	5	in	in	ADP
ajis02-287	729	6	distributed	distribute	VERB
ajis02-287	729	7	databases	database	NOUN
ajis02-287	729	8	"	"	PUNCT
ajis02-287	729	9	.	.	PUNCT
ajis02-287	730	1	ieee	ieee	PROPN
ajis02-287	730	2	international	international	PROPN
ajis02-287	730	3	conference	conference	PROPN
ajis02-287	730	4	on	on	ADP
ajis02-287	730	5	data	datum	NOUN
ajis02-287	730	6	engineering	engineering	NOUN
ajis02-287	730	7	,	,	PUNCT
ajis02-287	730	8	los	los	PROPN
ajis02-287	730	9	angeles	angeles	PROPN
ajis02-287	730	10	,	,	PUNCT
ajis02-287	730	11	california	california	PROPN
ajis02-287	730	12	,	,	PUNCT
ajis02-287	730	13	pp	pp	PROPN
ajis02-287	730	14	.	.	PUNCT
ajis02-287	731	1	262	262	NUM
ajis02-287	731	2	-	-	SYM
ajis02-287	731	3	270	270	NUM
ajis02-287	731	4	.	.	PUNCT
ajis02-287	731	5	shortland	shortland	PROPN
ajis02-287	731	6	,	,	PUNCT
ajis02-287	731	7	r.	r.	PROPN
ajis02-287	731	8	and	and	CCONJ
ajis02-287	731	9	scarfe	scarfe	PROPN
ajis02-287	731	10	,	,	PUNCT
ajis02-287	731	11	r.	r.	PROPN
ajis02-287	731	12	(	(	PUNCT
ajis02-287	731	13	1994	1994	NUM
ajis02-287	731	14	)	)	PUNCT
ajis02-287	731	15	.	.	PUNCT
ajis02-287	732	1	"	"	PUNCT
ajis02-287	732	2	data	datum	NOUN
ajis02-287	732	3	mining	mining	NOUN
ajis02-287	732	4	applications	application	NOUN
ajis02-287	732	5	in	in	ADP
ajis02-287	732	6	bt	bt	NOUN
ajis02-287	732	7	"	"	PUNCT
ajis02-287	732	8	.	.	PUNCT
ajis02-287	733	1	bt	bt	PROPN
ajis02-287	733	2	technology	technology	PROPN
ajis02-287	733	3	journal	journal	PROPN
ajis02-287	733	4	.	.	PUNCT
ajis02-287	734	1	vol	vol	NOUN
ajis02-287	734	2	.	.	PROPN
ajis02-287	735	1	12	12	NUM
ajis02-287	735	2	,	,	PUNCT
ajis02-287	735	3	no	no	INTJ
ajis02-287	735	4	.	.	NOUN
ajis02-287	735	5	4	4	NUM
ajis02-287	735	6	,	,	PUNCT
ajis02-287	735	7	pp	pp	ADJ
ajis02-287	735	8	.	.	PUNCT
ajis02-287	736	1	17	17	NUM
ajis02-287	736	2	-	-	SYM
ajis02-287	736	3	22	22	NUM
ajis02-287	736	4	.	.	PUNCT
ajis02-287	737	1	viguier	viguier	PROPN
ajis02-287	737	2	,	,	PUNCT
ajis02-287	737	3	i.	i.	PROPN
ajis02-287	737	4	r.	r.	PROPN
ajis02-287	737	5	and	and	CCONJ
ajis02-287	737	6	datta	datta	PROPN
ajis02-287	737	7	,	,	PUNCT
ajis02-287	737	8	a.	a.	NOUN
ajis02-287	737	9	(	(	PUNCT
ajis02-287	737	10	1997	1997	NUM
ajis02-287	737	11	)	)	PUNCT
ajis02-287	737	12	.	.	PUNCT
ajis02-287	738	1	sizing	size	VERB
ajis02-287	738	2	access	access	NOUN
ajis02-287	738	3	structures	structure	NOUN
ajis02-287	738	4	for	for	ADP
ajis02-287	738	5	data	data	NOUN
ajis02-287	738	6	warehouses	warehouse	NOUN
ajis02-287	738	7	.	.	PUNCT
ajis02-287	739	1	technical	technical	ADJ
ajis02-287	739	2	report	report	PROPN
ajis02-287	739	3	report	report	NOUN
ajis02-287	739	4	dept	dept	NOUN
ajis02-287	739	5	.	.	PROPN
ajis02-287	739	6	of	of	ADP
ajis02-287	739	7	mis	mis	PROPN
ajis02-287	739	8	,	,	PUNCT
ajis02-287	739	9	university	university	PROPN
ajis02-287	739	10	of	of	ADP
ajis02-287	739	11	arizona	arizona	PROPN
ajis02-287	739	12	,	,	PUNCT
ajis02-287	739	13	tucson	tucson	PROPN
ajis02-287	739	14	,	,	PUNCT
ajis02-287	739	15	az	az	PROPN
ajis02-287	739	16	.	.	PUNCT
ajis02-287	740	1	viguier	viguier	PROPN
ajis02-287	740	2	,	,	PUNCT
ajis02-287	740	3	i.	i.	PROPN
ajis02-287	740	4	r.	r.	PROPN
ajis02-287	740	5	,	,	PUNCT
ajis02-287	740	6	et	et	PROPN
ajis02-287	740	7	al	al	PROPN
ajis02-287	740	8	.	.	PUNCT
ajis02-287	740	9	(	(	PUNCT
ajis02-287	740	10	1997	1997	NUM
ajis02-287	740	11	)	)	PUNCT
ajis02-287	740	12	.	.	PUNCT
ajis02-287	741	1	'	'	PUNCT
ajis02-287	741	2	have	have	VERB
ajis02-287	741	3	your	your	PRON
ajis02-287	741	4	data	datum	NOUN
ajis02-287	741	5	and	and	CCONJ
ajis02-287	741	6	index	index	NOUN
ajis02-287	741	7	it	it	PRON
ajis02-287	741	8	,	,	PUNCT
ajis02-287	741	9	too	too	ADV
ajis02-287	741	10	'	'	PUNCT
ajis02-287	741	11	,	,	PUNCT
ajis02-287	741	12	efficient	efficient	ADJ
ajis02-287	741	13	storage	storage	NOUN
ajis02-287	741	14	and	and	CCONJ
ajis02-287	741	15	indexing	indexing	NOUN
ajis02-287	741	16	for	for	ADP
ajis02-287	741	17	data	data	NOUN
ajis02-287	741	18	warehouses	warehouse	NOUN
ajis02-287	741	19	.	.	PUNCT
ajis02-287	742	1	technical	technical	ADJ
ajis02-287	742	2	report	report	PROPN
ajis02-287	742	3	report	report	VERB
ajis02-287	742	4	good	good	ADJ
ajis02-287	742	5	-	-	PUNCT
ajis02-287	742	6	tr-9702	tr-9702	NOUN
ajis02-287	742	7	.	.	PUNCT
ajis02-287	743	1	department	department	PROPN
ajis02-287	743	2	of	of	ADP
ajis02-287	743	3	mis	mis	PROPN
ajis02-287	743	4	,	,	PUNCT
ajis02-287	743	5	university	university	PROPN
ajis02-287	743	6	of	of	ADP
ajis02-287	743	7	arizona	arizona	PROPN
ajis02-287	743	8	.	.	PUNCT
ajis02-287	744	1	viveros	vivero	NOUN
ajis02-287	744	2	,	,	PUNCT
ajis02-287	744	3	m.	m.	PROPN
ajis02-287	744	4	s.	s.	PROPN
ajis02-287	744	5	,	,	PUNCT
ajis02-287	744	6	et	et	PROPN
ajis02-287	744	7	al	al	PROPN
ajis02-287	744	8	.	.	PUNCT
ajis02-287	744	9	(	(	PUNCT
ajis02-287	744	10	1996	1996	NUM
ajis02-287	744	11	)	)	PUNCT
ajis02-287	744	12	.	.	PUNCT
ajis02-287	745	1	"	"	PUNCT
ajis02-287	745	2	applying	apply	VERB
ajis02-287	745	3	data	datum	NOUN
ajis02-287	745	4	mining	mining	NOUN
ajis02-287	745	5	techniques	technique	NOUN
ajis02-287	745	6	to	to	ADP
ajis02-287	745	7	a	a	DET
ajis02-287	745	8	health	health	NOUN
ajis02-287	745	9	insurance	insurance	NOUN
ajis02-287	745	10	information	information	NOUN
ajis02-287	745	11	system	system	NOUN
ajis02-287	745	12	"	"	PUNCT
ajis02-287	745	13	.	.	PUNCT
ajis02-287	746	1	twenty	twenty	NUM
ajis02-287	746	2	-	-	PUNCT
ajis02-287	746	3	second	second	ADJ
ajis02-287	746	4	international	international	ADJ
ajis02-287	746	5	conference	conference	NOUN
ajis02-287	746	6	on	on	ADP
ajis02-287	746	7	very	very	ADV
ajis02-287	746	8	large	large	ADJ
ajis02-287	746	9	data	datum	NOUN
ajis02-287	746	10	bases	basis	NOUN
ajis02-287	746	11	(	(	PUNCT
ajis02-287	746	12	vldb	vldb	NOUN
ajis02-287	746	13	'	'	NUM
ajis02-287	746	14	96	96	NUM
ajis02-287	746	15	)	)	PUNCT
ajis02-287	746	16	,	,	PUNCT
ajis02-287	746	17	mumbai	mumbai	PROPN
ajis02-287	746	18	,	,	PUNCT
ajis02-287	746	19	india	india	PROPN
ajis02-287	746	20	,	,	PUNCT
ajis02-287	746	21	morgan	morgan	PROPN
ajis02-287	746	22	kaufmann	kaufmann	PROPN
ajis02-287	746	23	publishers	publishers	PROPN
ajis02-287	746	24	,	,	PUNCT
ajis02-287	746	25	inc	inc	PROPN
ajis02-287	746	26	.	.	PROPN
ajis02-287	747	1	san	san	PROPN
ajis02-287	747	2	francisco	francisco	PROPN
ajis02-287	747	3	,	,	PUNCT
ajis02-287	747	4	usa	usa	PROPN
ajis02-287	747	5	.	.	PROPN
ajis02-287	748	1	pp	pp	PROPN
ajis02-287	748	2	.	.	PUNCT
ajis02-287	749	1	286	286	NUM
ajis02-287	749	2	-	-	SYM
ajis02-287	749	3	293	293	NUM
ajis02-287	749	4	.	.	PUNCT
ajis02-287	749	5	widom	widom	NOUN
ajis02-287	749	6	,	,	PUNCT
ajis02-287	749	7	j.	j.	PROPN
ajis02-287	749	8	(	(	PUNCT
ajis02-287	749	9	1995	1995	NUM
ajis02-287	749	10	)	)	PUNCT
ajis02-287	749	11	.	.	PUNCT
ajis02-287	750	1	"	"	PUNCT
ajis02-287	750	2	research	research	NOUN
ajis02-287	750	3	problems	problem	NOUN
ajis02-287	750	4	in	in	ADP
ajis02-287	750	5	data	datum	NOUN
ajis02-287	750	6	warehousing	warehousing	NOUN
ajis02-287	750	7	"	"	PUNCT
ajis02-287	750	8	.	.	PUNCT
ajis02-287	751	1	fourth	fourth	ADJ
ajis02-287	751	2	international	international	ADJ
ajis02-287	751	3	conference	conference	NOUN
ajis02-287	751	4	on	on	ADP
ajis02-287	751	5	information	information	NOUN
ajis02-287	751	6	and	and	CCONJ
ajis02-287	751	7	knowledge	knowledge	NOUN
ajis02-287	751	8	management	management	NOUN
ajis02-287	751	9	(	(	PUNCT
ajis02-287	751	10	cikm	cikm	PROPN
ajis02-287	751	11	)	)	PUNCT
ajis02-287	751	12	,	,	PUNCT
ajis02-287	751	13	baltimore	baltimore	PROPN
ajis02-287	751	14	,	,	PUNCT
ajis02-287	751	15	maryland	maryland	PROPN
ajis02-287	751	16	,	,	PUNCT
ajis02-287	751	17	pp	pp	ADJ
ajis02-287	751	18	.	.	PUNCT
ajis02-287	752	1	25	25	NUM
ajis02-287	752	2	-	-	SYM
ajis02-287	752	3	30	30	NUM
ajis02-287	752	4	.	.	PUNCT
ajis02-287	753	1	yang	yang	PROPN
ajis02-287	753	2	,	,	PUNCT
ajis02-287	753	3	j.	j.	PROPN
ajis02-287	753	4	,	,	PUNCT
ajis02-287	753	5	et	et	PROPN
ajis02-287	753	6	al	al	PROPN
ajis02-287	753	7	.	.	PUNCT
ajis02-287	753	8	(	(	PUNCT
ajis02-287	753	9	1996	1996	NUM
ajis02-287	753	10	)	)	PUNCT
ajis02-287	753	11	.	.	PUNCT
ajis02-287	754	1	a	a	DET
ajis02-287	754	2	framework	framework	NOUN
ajis02-287	754	3	for	for	ADP
ajis02-287	754	4	designing	design	VERB
ajis02-287	754	5	materialized	materialize	VERB
ajis02-287	754	6	views	view	NOUN
ajis02-287	754	7	in	in	ADP
ajis02-287	754	8	data	data	NOUN
ajis02-287	754	9	warehousing	warehousing	NOUN
ajis02-287	754	10	environment	environment	PROPN
ajis02-287	754	11	.	.	PUNCT
ajis02-287	755	1	techn	techn	PROPN
ajis02-287	755	2	ical	ical	PROPN
ajis02-287	755	3	report	report	NOUN
ajis02-287	755	4	report	report	VERB
ajis02-287	755	5	hkust	hkust	NOUN
ajis02-287	755	6	-	-	PUNCT
ajis02-287	755	7	cs96	cs96	PROPN
ajis02-287	755	8	-	-	PUNCT
ajis02-287	755	9	35	35	NUM
ajis02-287	755	10	.	.	PUNCT
ajis02-287	756	1	department	department	NOUN
ajis02-287	756	2	of	of	ADP
ajis02-287	756	3	computer	computer	NOUN
ajis02-287	756	4	science	science	NOUN
ajis02-287	756	5	,	,	PUNCT
ajis02-287	756	6	the	the	DET
ajis02-287	756	7	hong	hong	PROPN
ajis02-287	756	8	kong	kong	PROPN
ajis02-287	756	9	university	university	PROPN
ajis02-287	756	10	of	of	ADP
ajis02-287	756	11	science	science	NOUN
ajis02-287	756	12	and	and	CCONJ
ajis02-287	756	13	technology	technology	NOUN
ajis02-287	756	14	.	.	PUNCT
ajis02-287	757	1	zhuge	zhuge	NOUN
ajis02-287	757	2	,	,	PUNCT
ajis02-287	757	3	y.	y.	PROPN
ajis02-287	757	4	,	,	PUNCT
ajis02-287	757	5	et	et	PROPN
ajis02-287	757	6	al	al	PROPN
ajis02-287	757	7	.	.	PROPN
ajis02-287	757	8	(	(	PUNCT
ajis02-287	757	9	1995	1995	NUM
ajis02-287	757	10	)	)	PUNCT
ajis02-287	757	11	.	.	PUNCT
ajis02-287	758	1	"	"	PUNCT
ajis02-287	758	2	view	view	VERB
ajis02-287	758	3	maintenance	maintenance	NOUN
ajis02-287	758	4	in	in	ADP
ajis02-287	758	5	a	a	DET
ajis02-287	758	6	warehousing	warehousing	NOUN
ajis02-287	758	7	environment	environment	NOUN
ajis02-287	758	8	"	"	PUNCT
ajis02-287	758	9	.	.	PUNCT
ajis02-287	759	1	acm	acm	PROPN
ajis02-287	759	2	sigmod	sigmod	PROPN
ajis02-287	759	3	international	international	ADJ
ajis02-287	759	4	conference	conference	NOUN
ajis02-287	759	5	on	on	ADP
ajis02-287	759	6	management	management	NOUN
ajis02-287	759	7	of	of	ADP
ajis02-287	759	8	data	data	PROPN
ajis02-287	759	9	,	,	PUNCT
ajis02-287	759	10	san	san	PROPN
ajis02-287	759	11	jose	jose	PROPN
ajis02-287	759	12	,	,	PUNCT
ajis02-287	759	13	usa	usa	PROPN
ajis02-287	759	14	,	,	PUNCT
ajis02-287	759	15	pp	pp	PROPN
ajis02-287	759	16	.	.	PUNCT
ajis02-287	760	1	316	316	NUM
ajis02-287	760	2	-	-	SYM
ajis02-287	760	3	327	327	NUM
ajis02-287	760	4	.	.	PUNCT
ajis02-287	761	1	zhuge	zhuge	NOUN
ajis02-287	761	2	,	,	PUNCT
ajis02-287	761	3	y.	y.	PROPN
ajis02-287	761	4	,	,	PUNCT
ajis02-287	761	5	et	et	PROPN
ajis02-287	761	6	al	al	PROPN
ajis02-287	761	7	.	.	PUNCT
ajis02-287	761	8	(	(	PUNCT
ajis02-287	761	9	1996	1996	NUM
ajis02-287	761	10	)	)	PUNCT
ajis02-287	761	11	.	.	PUNCT
ajis02-287	762	1	"	"	PUNCT
ajis02-287	762	2	the	the	DET
ajis02-287	762	3	strobe	strobe	NOUN
ajis02-287	762	4	algorithms	algorithms	NOUN
ajis02-287	762	5	for	for	ADP
ajis02-287	762	6	multi	multi	ADJ
ajis02-287	762	7	-	-	ADJ
ajis02-287	762	8	source	source	ADJ
ajis02-287	762	9	warehouse	warehouse	NOUN
ajis02-287	762	10	consistency	consistency	NOUN
ajis02-287	762	11	"	"	PUNCT
ajis02-287	762	12	.	.	PUNCT
ajis02-287	763	1	international	international	ADJ
ajis02-287	763	2	conference	conference	NOUN
ajis02-287	763	3	on	on	ADP
ajis02-287	763	4	parallel	parallel	ADJ
ajis02-287	763	5	and	and	CCONJ
ajis02-287	763	6	distributed	distribute	VERB
ajis02-287	763	7	information	information	NOUN
ajis02-287	763	8	systems	system	NOUN
ajis02-287	763	9	,	,	PUNCT
ajis02-287	763	10	miami	miami	PROPN
ajis02-287	763	11	beach	beach	PROPN
ajis02-287	763	12	,	,	PUNCT
ajis02-287	763	13	florida	florida	PROPN
ajis02-287	763	14	,	,	PUNCT
ajis02-287	763	15	58	58	NUM
ajis02-287	763	16	ajis	ajis	NOUN
ajis02-287	763	17	vol	vol	NOUN
ajis02-287	763	18	.	.	PROPN
ajis02-287	763	19	7	7	NUM
ajis02-287	764	1	no	no	NOUN
ajis02-287	764	2	.	.	NOUN
ajis02-287	764	3	1	1	NUM
ajis02-287	764	4	sept	sept	PROPN
ajis02-287	764	5	1999	1999	NUM
ajis02-287	764	6	ziarko	ziarko	PROPN
ajis02-287	764	7	,	,	PUNCT
ajis02-287	764	8	w.	w.	PROPN
ajis02-287	764	9	,	,	PUNCT
ajis02-287	764	10	el	el	PROPN
ajis02-287	764	11	al	al	PROPN
ajis02-287	764	12	.	.	PUNCT
ajis02-287	764	13	(	(	PUNCT
ajis02-287	764	14	1993	1993	NUM
ajis02-287	764	15	)	)	PUNCT
ajis02-287	764	16	.	.	PUNCT
ajis02-287	765	1	"	"	PUNCT
ajis02-287	765	2	an	an	DET
ajis02-287	765	3	application	application	NOUN
ajis02-287	765	4	of	of	ADP
ajis02-287	765	5	datalogic	datalogic	NOUN
ajis02-287	765	6	/	/	SYM
ajis02-287	765	7	r	r	NOUN
ajis02-287	765	8	knowledge	knowledge	NOUN
ajis02-287	765	9	discovery	discovery	NOUN
ajis02-287	765	10	tool	tool	NOUN
ajis02-287	765	11	to	to	PART
ajis02-287	765	12	identify	identify	VERB
ajis02-287	765	13	strong	strong	ADJ
ajis02-287	765	14	predictive	predictive	ADJ
ajis02-287	765	15	rules	rule	NOUN
ajis02-287	765	16	in	in	ADP
ajis02-287	765	17	stock	stock	NOUN
ajis02-287	765	18	market	market	NOUN
ajis02-287	765	19	data	datum	NOUN
ajis02-287	765	20	"	"	PUNCT
ajis02-287	765	21	.	.	PUNCT
ajis02-287	766	1	aaai-93	aaai-93	PROPN
ajis02-287	766	2	workshop	workshop	NOUN
ajis02-287	766	3	on	on	ADP
ajis02-287	766	4	knowledge	knowledge	NOUN
ajis02-287	766	5	discovery	discovery	NOUN
ajis02-287	766	6	in	in	ADP
ajis02-287	766	7	databases	database	NOUN
ajis02-287	766	8	(	(	PUNCT
ajis02-287	766	9	kdd	kdd	PROPN
ajis02-287	766	10	'	'	NUM
ajis02-287	766	11	93	93	NUM
ajis02-287	766	12	)	)	PUNCT
ajis02-287	766	13	,	,	PUNCT
ajis02-287	766	14	washington	washington	PROPN
ajis02-287	766	15	d.c	d.c	PROPN
ajis02-287	766	16	.	.	PROPN
ajis02-287	766	17	,	,	PUNCT
ajis02-287	766	18	aaai	aaai	PROPN
ajis02-287	766	19	press	press	PROPN
ajis02-287	766	20	,	,	PUNCT
ajis02-287	766	21	menlo	menlo	NOUN
ajis02-287	766	22	park	park	PROPN
ajis02-287	766	23	,	,	PUNCT
ajis02-287	766	24	california	california	PROPN
ajis02-287	766	25	,	,	PUNCT
ajis02-287	766	26	pp	pp	PROPN
ajis02-287	766	27	.	.	PUNCT
ajis02-287	766	28	89	89	NUM
ajis02-287	766	29	-	-	SYM
ajis02-287	766	30	101	101	NUM
ajis02-287	766	31	.	.	PUNCT
ajis02-287	766	32	59	59	NUM