id	sid	tid	token	lemma	pos
ajis02-2541	1	1	paper	paper	NOUN
ajis02-2541	1	2	title	title	NOUN
ajis02-2541	1	3	(	(	PUNCT
ajis02-2541	1	4	paper	paper	NOUN
ajis02-2541	1	5	title	title	NOUN
ajis02-2541	1	6	style	style	NOUN
ajis02-2541	1	7	)	)	PUNCT
ajis02-2541	1	8	australasian	australasian	ADJ
ajis02-2541	1	9	journal	journal	NOUN
ajis02-2541	1	10	of	of	ADP
ajis02-2541	1	11	information	information	NOUN
ajis02-2541	1	12	systems	system	NOUN
ajis02-2541	1	13	balakrishnan	balakrishnan	PROPN
ajis02-2541	1	14	,	,	PUNCT
ajis02-2541	1	15	das	das	PROPN
ajis02-2541	1	16	&	&	CCONJ
ajis02-2541	1	17	chattopadhyay	chattopadhyay	PROPN
ajis02-2541	1	18	2020	2020	NUM
ajis02-2541	1	19	,	,	PUNCT
ajis02-2541	1	20	vol	vol	NOUN
ajis02-2541	1	21	24	24	NUM
ajis02-2541	1	22	,	,	PUNCT
ajis02-2541	1	23	research	research	NOUN
ajis02-2541	1	24	article	article	NOUN
ajis02-2541	1	25	implementing	implement	VERB
ajis02-2541	1	26	data	datum	NOUN
ajis02-2541	1	27	strategy	strategy	NOUN
ajis02-2541	1	28	1	1	NUM
ajis02-2541	1	29	implementing	implement	VERB
ajis02-2541	1	30	data	data	NOUN
ajis02-2541	1	31	strategy	strategy	NOUN
ajis02-2541	1	32	:	:	PUNCT
ajis02-2541	1	33	design	design	NOUN
ajis02-2541	1	34	considerations	consideration	NOUN
ajis02-2541	1	35	and	and	CCONJ
ajis02-2541	1	36	reference	reference	NOUN
ajis02-2541	1	37	architecture	architecture	NOUN
ajis02-2541	1	38	for	for	ADP
ajis02-2541	1	39	data	data	NOUN
ajis02-2541	1	40	-	-	PUNCT
ajis02-2541	1	41	enabled	enable	VERB
ajis02-2541	1	42	value	value	NOUN
ajis02-2541	1	43	creation	creation	NOUN
ajis02-2541	1	44	radhakrishnan	radhakrishnan	PROPN
ajis02-2541	1	45	balakrishnan	balakrishnan	PROPN
ajis02-2541	1	46	indian	indian	PROPN
ajis02-2541	1	47	institute	institute	PROPN
ajis02-2541	1	48	of	of	ADP
ajis02-2541	1	49	management	management	PROPN
ajis02-2541	1	50	raipur	raipur	PROPN
ajis02-2541	1	51	,	,	PUNCT
ajis02-2541	1	52	india	india	PROPN
ajis02-2541	1	53	radhakrishnan.efpm2016@iimraipur.ac.in	radhakrishnan.efpm2016@iimraipur.ac.in	PROPN
ajis02-2541	1	54	satyasiba	satyasiba	PROPN
ajis02-2541	1	55	das	das	PROPN
ajis02-2541	1	56	indian	indian	PROPN
ajis02-2541	1	57	institute	institute	PROPN
ajis02-2541	1	58	of	of	ADP
ajis02-2541	1	59	management	management	PROPN
ajis02-2541	1	60	raipur	raipur	PROPN
ajis02-2541	1	61	,	,	PUNCT
ajis02-2541	1	62	india	india	PROPN
ajis02-2541	1	63	manojit	manojit	PROPN
ajis02-2541	1	64	chattopadhyay	chattopadhyay	PROPN
ajis02-2541	1	65	indian	indian	PROPN
ajis02-2541	1	66	institute	institute	PROPN
ajis02-2541	1	67	of	of	ADP
ajis02-2541	1	68	management	management	PROPN
ajis02-2541	1	69	raipur	raipur	PROPN
ajis02-2541	1	70	,	,	PUNCT
ajis02-2541	1	71	india	india	PROPN
ajis02-2541	1	72	abstract	abstract	NOUN
ajis02-2541	1	73	with	with	ADP
ajis02-2541	1	74	the	the	DET
ajis02-2541	1	75	arrival	arrival	NOUN
ajis02-2541	1	76	of	of	ADP
ajis02-2541	1	77	big	big	ADJ
ajis02-2541	1	78	data	datum	NOUN
ajis02-2541	1	79	,	,	PUNCT
ajis02-2541	1	80	organizations	organization	NOUN
ajis02-2541	1	81	have	have	AUX
ajis02-2541	1	82	started	start	VERB
ajis02-2541	1	83	building	build	VERB
ajis02-2541	1	84	data	datum	NOUN
ajis02-2541	1	85	-	-	PUNCT
ajis02-2541	1	86	enabled	enable	VERB
ajis02-2541	1	87	customer	customer	NOUN
ajis02-2541	1	88	value	value	NOUN
ajis02-2541	1	89	propositions	proposition	NOUN
ajis02-2541	1	90	to	to	PART
ajis02-2541	1	91	increase	increase	VERB
ajis02-2541	1	92	monetizing	monetizing	NOUN
ajis02-2541	1	93	and	and	CCONJ
ajis02-2541	1	94	cost	cost	NOUN
ajis02-2541	1	95	-	-	PUNCT
ajis02-2541	1	96	saving	save	VERB
ajis02-2541	1	97	opportunities	opportunity	NOUN
ajis02-2541	1	98	.	.	PUNCT
ajis02-2541	2	1	organizations	organization	NOUN
ajis02-2541	2	2	have	have	VERB
ajis02-2541	2	3	to	to	PART
ajis02-2541	2	4	implement	implement	VERB
ajis02-2541	2	5	a	a	DET
ajis02-2541	2	6	set	set	NOUN
ajis02-2541	2	7	of	of	ADP
ajis02-2541	2	8	guidelines	guideline	NOUN
ajis02-2541	2	9	,	,	PUNCT
ajis02-2541	2	10	procedures	procedure	NOUN
ajis02-2541	2	11	,	,	PUNCT
ajis02-2541	2	12	and	and	CCONJ
ajis02-2541	2	13	processes	process	NOUN
ajis02-2541	2	14	to	to	PART
ajis02-2541	2	15	manage	manage	VERB
ajis02-2541	2	16	,	,	PUNCT
ajis02-2541	2	17	process	process	NOUN
ajis02-2541	2	18	and	and	CCONJ
ajis02-2541	2	19	transform	transform	VERB
ajis02-2541	2	20	data	datum	NOUN
ajis02-2541	2	21	that	that	PRON
ajis02-2541	2	22	could	could	AUX
ajis02-2541	2	23	be	be	AUX
ajis02-2541	2	24	leveraged	leverage	VERB
ajis02-2541	2	25	for	for	ADP
ajis02-2541	2	26	value	value	NOUN
ajis02-2541	2	27	creation	creation	NOUN
ajis02-2541	2	28	.	.	PUNCT
ajis02-2541	3	1	this	this	DET
ajis02-2541	3	2	study	study	NOUN
ajis02-2541	3	3	has	have	AUX
ajis02-2541	3	4	approached	approach	VERB
ajis02-2541	3	5	the	the	DET
ajis02-2541	3	6	journey	journey	NOUN
ajis02-2541	3	7	of	of	ADP
ajis02-2541	3	8	an	an	DET
ajis02-2541	3	9	organization	organization	NOUN
ajis02-2541	3	10	towards	towards	ADP
ajis02-2541	3	11	data	data	NOUN
ajis02-2541	3	12	-	-	PUNCT
ajis02-2541	3	13	enabled	enable	VERB
ajis02-2541	3	14	value	value	NOUN
ajis02-2541	3	15	creation	creation	NOUN
ajis02-2541	3	16	through	through	ADP
ajis02-2541	3	17	four	four	NUM
ajis02-2541	3	18	levels	level	NOUN
ajis02-2541	3	19	of	of	ADP
ajis02-2541	3	20	data	datum	NOUN
ajis02-2541	3	21	processing	processing	NOUN
ajis02-2541	3	22	,	,	PUNCT
ajis02-2541	3	23	such	such	ADJ
ajis02-2541	3	24	as	as	ADP
ajis02-2541	3	25	data	data	NOUN
ajis02-2541	3	26	extraction	extraction	NOUN
ajis02-2541	3	27	,	,	PUNCT
ajis02-2541	3	28	data	datum	NOUN
ajis02-2541	3	29	transformation	transformation	NOUN
ajis02-2541	3	30	,	,	PUNCT
ajis02-2541	3	31	value	value	NOUN
ajis02-2541	3	32	creation	creation	NOUN
ajis02-2541	3	33	,	,	PUNCT
ajis02-2541	3	34	and	and	CCONJ
ajis02-2541	3	35	value	value	NOUN
ajis02-2541	3	36	delivery	delivery	NOUN
ajis02-2541	3	37	.	.	PUNCT
ajis02-2541	4	1	this	this	DET
ajis02-2541	4	2	study	study	NOUN
ajis02-2541	4	3	has	have	VERB
ajis02-2541	4	4	critical	critical	ADJ
ajis02-2541	4	5	inferences	inference	NOUN
ajis02-2541	4	6	on	on	ADP
ajis02-2541	4	7	using	use	VERB
ajis02-2541	4	8	data	datum	NOUN
ajis02-2541	4	9	management	management	NOUN
ajis02-2541	4	10	solutions	solution	NOUN
ajis02-2541	4	11	such	such	ADJ
ajis02-2541	4	12	as	as	ADP
ajis02-2541	4	13	rdbms	rdbms	NOUN
ajis02-2541	4	14	,	,	PUNCT
ajis02-2541	4	15	nosql	nosql	ADJ
ajis02-2541	4	16	,	,	PUNCT
ajis02-2541	4	17	newsql	newsql	NOUN
ajis02-2541	4	18	,	,	PUNCT
ajis02-2541	4	19	big	big	ADJ
ajis02-2541	4	20	data	datum	NOUN
ajis02-2541	4	21	and	and	CCONJ
ajis02-2541	4	22	real	real	ADJ
ajis02-2541	4	23	-	-	PUNCT
ajis02-2541	4	24	time	time	NOUN
ajis02-2541	4	25	reporting	reporting	NOUN
ajis02-2541	4	26	tools	tool	NOUN
ajis02-2541	4	27	to	to	PART
ajis02-2541	4	28	support	support	VERB
ajis02-2541	4	29	transactional	transactional	ADJ
ajis02-2541	4	30	data	datum	NOUN
ajis02-2541	4	31	in	in	ADP
ajis02-2541	4	32	internal	internal	ADJ
ajis02-2541	4	33	systems	system	NOUN
ajis02-2541	4	34	,	,	PUNCT
ajis02-2541	4	35	and	and	CCONJ
ajis02-2541	4	36	other	other	ADJ
ajis02-2541	4	37	types	type	NOUN
ajis02-2541	4	38	of	of	ADP
ajis02-2541	4	39	data	datum	NOUN
ajis02-2541	4	40	in	in	ADP
ajis02-2541	4	41	external	external	ADJ
ajis02-2541	4	42	systems	system	NOUN
ajis02-2541	4	43	such	such	ADJ
ajis02-2541	4	44	as	as	ADP
ajis02-2541	4	45	social	social	ADJ
ajis02-2541	4	46	media	medium	NOUN
ajis02-2541	4	47	.	.	PUNCT
ajis02-2541	5	1	the	the	DET
ajis02-2541	5	2	outcome	outcome	NOUN
ajis02-2541	5	3	of	of	ADP
ajis02-2541	5	4	this	this	DET
ajis02-2541	5	5	study	study	NOUN
ajis02-2541	5	6	is	be	AUX
ajis02-2541	5	7	a	a	DET
ajis02-2541	5	8	methodological	methodological	ADJ
ajis02-2541	5	9	technology	technology	NOUN
ajis02-2541	5	10	independent	independent	ADJ
ajis02-2541	5	11	data	datum	NOUN
ajis02-2541	5	12	management	management	NOUN
ajis02-2541	5	13	framework	framework	NOUN
ajis02-2541	5	14	an	an	DET
ajis02-2541	5	15	organization	organization	NOUN
ajis02-2541	5	16	could	could	AUX
ajis02-2541	5	17	use	use	VERB
ajis02-2541	5	18	when	when	SCONJ
ajis02-2541	5	19	building	build	VERB
ajis02-2541	5	20	a	a	DET
ajis02-2541	5	21	strategy	strategy	NOUN
ajis02-2541	5	22	around	around	ADP
ajis02-2541	5	23	data	datum	NOUN
ajis02-2541	5	24	.	.	PUNCT
ajis02-2541	6	1	this	this	DET
ajis02-2541	6	2	study	study	NOUN
ajis02-2541	6	3	provides	provide	VERB
ajis02-2541	6	4	guidelines	guideline	NOUN
ajis02-2541	6	5	for	for	ADP
ajis02-2541	6	6	defining	define	VERB
ajis02-2541	6	7	an	an	DET
ajis02-2541	6	8	enterprise	enterprise	NOUN
ajis02-2541	6	9	-	-	PUNCT
ajis02-2541	6	10	wide	wide	ADJ
ajis02-2541	6	11	data	datum	NOUN
ajis02-2541	6	12	management	management	NOUN
ajis02-2541	6	13	solution	solution	NOUN
ajis02-2541	6	14	,	,	PUNCT
ajis02-2541	6	15	helping	help	VERB
ajis02-2541	6	16	both	both	CCONJ
ajis02-2541	6	17	the	the	DET
ajis02-2541	6	18	academicians	academician	NOUN
ajis02-2541	6	19	and	and	CCONJ
ajis02-2541	6	20	practitioners	practitioner	NOUN
ajis02-2541	6	21	.	.	PUNCT
ajis02-2541	7	1	keywords	keyword	NOUN
ajis02-2541	7	2	:	:	PUNCT
ajis02-2541	7	3	data	datum	NOUN
ajis02-2541	7	4	management	management	NOUN
ajis02-2541	7	5	;	;	PUNCT
ajis02-2541	7	6	data	datum	NOUN
ajis02-2541	7	7	management	management	NOUN
ajis02-2541	7	8	reference	reference	NOUN
ajis02-2541	7	9	architecture	architecture	NOUN
ajis02-2541	7	10	;	;	PUNCT
ajis02-2541	7	11	data	datum	NOUN
ajis02-2541	7	12	strategy	strategy	NOUN
ajis02-2541	7	13	;	;	PUNCT
ajis02-2541	7	14	design	design	NOUN
ajis02-2541	7	15	considerations	consideration	NOUN
ajis02-2541	7	16	for	for	ADP
ajis02-2541	7	17	big	big	ADJ
ajis02-2541	7	18	data	datum	NOUN
ajis02-2541	7	19	;	;	PUNCT
ajis02-2541	7	20	governance	governance	NOUN
ajis02-2541	7	21	for	for	ADP
ajis02-2541	7	22	big	big	ADJ
ajis02-2541	7	23	data	datum	NOUN
ajis02-2541	7	24	;	;	PUNCT
ajis02-2541	7	25	data	datum	NOUN
ajis02-2541	7	26	-	-	PUNCT
ajis02-2541	7	27	enabled	enable	VERB
ajis02-2541	7	28	value	value	NOUN
ajis02-2541	7	29	creation	creation	NOUN
ajis02-2541	7	30	;	;	PUNCT
ajis02-2541	7	31	1	1	NUM
ajis02-2541	7	32	introduction	introduction	NOUN
ajis02-2541	7	33	organizations	organization	NOUN
ajis02-2541	7	34	across	across	ADP
ajis02-2541	7	35	industries	industry	NOUN
ajis02-2541	7	36	consider	consider	VERB
ajis02-2541	7	37	data	datum	NOUN
ajis02-2541	7	38	as	as	ADP
ajis02-2541	7	39	an	an	DET
ajis02-2541	7	40	essential	essential	ADJ
ajis02-2541	7	41	factor	factor	NOUN
ajis02-2541	7	42	of	of	ADP
ajis02-2541	7	43	production	production	NOUN
ajis02-2541	7	44	similar	similar	ADJ
ajis02-2541	7	45	to	to	ADP
ajis02-2541	7	46	other	other	ADJ
ajis02-2541	7	47	critical	critical	ADJ
ajis02-2541	7	48	assets	asset	NOUN
ajis02-2541	7	49	such	such	ADJ
ajis02-2541	7	50	as	as	ADP
ajis02-2541	7	51	labour	labour	NOUN
ajis02-2541	7	52	,	,	PUNCT
ajis02-2541	7	53	capital	capital	NOUN
ajis02-2541	7	54	,	,	PUNCT
ajis02-2541	7	55	and	and	CCONJ
ajis02-2541	7	56	land	land	NOUN
ajis02-2541	7	57	.	.	PUNCT
ajis02-2541	8	1	in	in	ADP
ajis02-2541	8	2	the	the	DET
ajis02-2541	8	3	past	past	NOUN
ajis02-2541	8	4	,	,	PUNCT
ajis02-2541	8	5	organizations	organization	NOUN
ajis02-2541	8	6	were	be	AUX
ajis02-2541	8	7	primarily	primarily	ADV
ajis02-2541	8	8	focusing	focus	VERB
ajis02-2541	8	9	on	on	ADP
ajis02-2541	8	10	enterprise	enterprise	NOUN
ajis02-2541	8	11	-	-	PUNCT
ajis02-2541	8	12	specific	specific	ADJ
ajis02-2541	8	13	structured	structured	ADJ
ajis02-2541	8	14	data	datum	NOUN
ajis02-2541	8	15	,	,	PUNCT
ajis02-2541	8	16	and	and	CCONJ
ajis02-2541	8	17	of	of	ADP
ajis02-2541	8	18	late	late	ADJ
ajis02-2541	8	19	,	,	PUNCT
ajis02-2541	8	20	organizations	organization	NOUN
ajis02-2541	8	21	have	have	AUX
ajis02-2541	8	22	started	start	VERB
ajis02-2541	8	23	collecting	collect	VERB
ajis02-2541	8	24	data	datum	NOUN
ajis02-2541	8	25	regardless	regardless	ADV
ajis02-2541	8	26	of	of	ADP
ajis02-2541	8	27	the	the	DET
ajis02-2541	8	28	size	size	NOUN
ajis02-2541	8	29	,	,	PUNCT
ajis02-2541	8	30	structure	structure	NOUN
ajis02-2541	8	31	,	,	PUNCT
ajis02-2541	8	32	and	and	CCONJ
ajis02-2541	8	33	the	the	DET
ajis02-2541	8	34	speed	speed	NOUN
ajis02-2541	8	35	at	at	ADP
ajis02-2541	8	36	which	which	PRON
ajis02-2541	8	37	it	it	PRON
ajis02-2541	8	38	is	be	AUX
ajis02-2541	8	39	created	create	VERB
ajis02-2541	8	40	(	(	PUNCT
ajis02-2541	8	41	manyika	manyika	X
ajis02-2541	8	42	et	et	PROPN
ajis02-2541	8	43	al	al	PROPN
ajis02-2541	8	44	.	.	PROPN
ajis02-2541	8	45	,	,	PUNCT
ajis02-2541	8	46	2011	2011	NUM
ajis02-2541	8	47	)	)	PUNCT
ajis02-2541	8	48	.	.	PUNCT
ajis02-2541	9	1	big	big	ADJ
ajis02-2541	9	2	data	datum	NOUN
ajis02-2541	9	3	is	be	AUX
ajis02-2541	9	4	no	no	ADV
ajis02-2541	9	5	longer	long	ADV
ajis02-2541	9	6	a	a	DET
ajis02-2541	9	7	buzz	buzz	ADJ
ajis02-2541	9	8	word	word	NOUN
ajis02-2541	9	9	used	use	VERB
ajis02-2541	9	10	by	by	ADP
ajis02-2541	9	11	a	a	DET
ajis02-2541	9	12	select	select	ADJ
ajis02-2541	9	13	number	number	NOUN
ajis02-2541	9	14	of	of	ADP
ajis02-2541	9	15	technology	technology	NOUN
ajis02-2541	9	16	companies	company	NOUN
ajis02-2541	9	17	and	and	CCONJ
ajis02-2541	9	18	consultants	consultant	NOUN
ajis02-2541	9	19	.	.	PUNCT
ajis02-2541	10	1	today	today	NOUN
ajis02-2541	10	2	,	,	PUNCT
ajis02-2541	10	3	most	most	ADJ
ajis02-2541	10	4	organizations	organization	NOUN
ajis02-2541	10	5	have	have	VERB
ajis02-2541	10	6	to	to	PART
ajis02-2541	10	7	deal	deal	VERB
ajis02-2541	10	8	with	with	ADP
ajis02-2541	10	9	large	large	ADJ
ajis02-2541	10	10	volumes	volume	NOUN
ajis02-2541	10	11	of	of	ADP
ajis02-2541	10	12	data	datum	NOUN
ajis02-2541	10	13	as	as	SCONJ
ajis02-2541	10	14	their	their	PRON
ajis02-2541	10	15	interactions	interaction	NOUN
ajis02-2541	10	16	with	with	ADP
ajis02-2541	10	17	stakeholders	stakeholder	NOUN
ajis02-2541	10	18	are	be	AUX
ajis02-2541	10	19	recorded	record	VERB
ajis02-2541	10	20	with	with	ADP
ajis02-2541	10	21	increasing	increase	VERB
ajis02-2541	10	22	level	level	NOUN
ajis02-2541	10	23	of	of	ADP
ajis02-2541	10	24	granularity	granularity	NOUN
ajis02-2541	10	25	.	.	PUNCT
ajis02-2541	11	1	the	the	DET
ajis02-2541	11	2	initial	initial	ADJ
ajis02-2541	11	3	definition	definition	NOUN
ajis02-2541	11	4	of	of	ADP
ajis02-2541	11	5	big	big	ADJ
ajis02-2541	11	6	data	datum	NOUN
ajis02-2541	11	7	confining	confine	VERB
ajis02-2541	11	8	only	only	ADV
ajis02-2541	11	9	to	to	ADP
ajis02-2541	11	10	volume	volume	NOUN
ajis02-2541	11	11	has	have	AUX
ajis02-2541	11	12	expanded	expand	VERB
ajis02-2541	11	13	to	to	PART
ajis02-2541	11	14	include	include	VERB
ajis02-2541	11	15	velocity	velocity	NOUN
ajis02-2541	11	16	at	at	ADP
ajis02-2541	11	17	which	which	PRON
ajis02-2541	11	18	the	the	DET
ajis02-2541	11	19	data	datum	NOUN
ajis02-2541	11	20	gets	get	AUX
ajis02-2541	11	21	created	create	VERB
ajis02-2541	11	22	,	,	PUNCT
ajis02-2541	11	23	variety	variety	NOUN
ajis02-2541	11	24	such	such	ADJ
ajis02-2541	11	25	as	as	ADP
ajis02-2541	11	26	structured	structured	ADJ
ajis02-2541	11	27	,	,	PUNCT
ajis02-2541	11	28	semi	semi	ADJ
ajis02-2541	11	29	-	-	ADJ
ajis02-2541	11	30	structured	structured	ADJ
ajis02-2541	11	31	and	and	CCONJ
ajis02-2541	11	32	unstructured	unstructured	ADJ
ajis02-2541	11	33	formats	format	NOUN
ajis02-2541	11	34	,	,	PUNCT
ajis02-2541	11	35	veracity	veracity	NOUN
ajis02-2541	11	36	or	or	CCONJ
ajis02-2541	11	37	accuracy	accuracy	NOUN
ajis02-2541	11	38	of	of	ADP
ajis02-2541	11	39	data	datum	NOUN
ajis02-2541	11	40	,	,	PUNCT
ajis02-2541	11	41	and	and	CCONJ
ajis02-2541	11	42	the	the	DET
ajis02-2541	11	43	value	value	NOUN
ajis02-2541	11	44	that	that	PRON
ajis02-2541	11	45	gets	get	AUX
ajis02-2541	11	46	generated	generate	VERB
ajis02-2541	11	47	through	through	ADP
ajis02-2541	11	48	data	data	NOUN
ajis02-2541	11	49	insights	insight	NOUN
ajis02-2541	11	50	(	(	PUNCT
ajis02-2541	11	51	t.	t.	PROPN
ajis02-2541	11	52	h.	h.	PROPN
ajis02-2541	11	53	davenport	davenport	PROPN
ajis02-2541	11	54	,	,	PUNCT
ajis02-2541	11	55	2014	2014	NUM
ajis02-2541	11	56	)	)	PUNCT
ajis02-2541	11	57	.	.	PUNCT
ajis02-2541	12	1	there	there	PRON
ajis02-2541	12	2	is	be	VERB
ajis02-2541	12	3	value	value	NOUN
ajis02-2541	12	4	hidden	hide	VERB
ajis02-2541	12	5	within	within	ADP
ajis02-2541	12	6	big	big	ADJ
ajis02-2541	12	7	data	datum	NOUN
ajis02-2541	12	8	collected	collect	VERB
ajis02-2541	12	9	by	by	ADP
ajis02-2541	12	10	organizations	organization	NOUN
ajis02-2541	12	11	,	,	PUNCT
ajis02-2541	12	12	and	and	CCONJ
ajis02-2541	12	13	the	the	DET
ajis02-2541	12	14	effective	effective	ADJ
ajis02-2541	12	15	extraction	extraction	NOUN
ajis02-2541	12	16	and	and	CCONJ
ajis02-2541	12	17	application	application	NOUN
ajis02-2541	12	18	of	of	ADP
ajis02-2541	12	19	that	that	DET
ajis02-2541	12	20	value	value	NOUN
ajis02-2541	12	21	have	have	AUX
ajis02-2541	12	22	become	become	VERB
ajis02-2541	12	23	a	a	DET
ajis02-2541	12	24	key	key	ADJ
ajis02-2541	12	25	differentiator	differentiator	NOUN
ajis02-2541	12	26	in	in	ADP
ajis02-2541	12	27	the	the	DET
ajis02-2541	12	28	battle	battle	NOUN
ajis02-2541	12	29	for	for	ADP
ajis02-2541	12	30	supremacy	supremacy	NOUN
ajis02-2541	12	31	in	in	ADP
ajis02-2541	12	32	the	the	DET
ajis02-2541	12	33	marketplace	marketplace	NOUN
ajis02-2541	12	34	.	.	PUNCT
ajis02-2541	13	1	australasian	australasian	ADJ
ajis02-2541	13	2	journal	journal	NOUN
ajis02-2541	13	3	of	of	ADP
ajis02-2541	13	4	information	information	NOUN
ajis02-2541	13	5	systems	system	NOUN
ajis02-2541	13	6	balakrishnan	balakrishnan	PROPN
ajis02-2541	13	7	,	,	PUNCT
ajis02-2541	13	8	das	das	PROPN
ajis02-2541	13	9	&	&	CCONJ
ajis02-2541	13	10	chattopadhyay	chattopadhyay	PROPN
ajis02-2541	13	11	2020	2020	NUM
ajis02-2541	13	12	,	,	PUNCT
ajis02-2541	13	13	vol	vol	NOUN
ajis02-2541	13	14	24	24	NUM
ajis02-2541	13	15	,	,	PUNCT
ajis02-2541	13	16	research	research	NOUN
ajis02-2541	13	17	article	article	NOUN
ajis02-2541	13	18	implementing	implement	VERB
ajis02-2541	13	19	data	datum	NOUN
ajis02-2541	13	20	strategy	strategy	NOUN
ajis02-2541	13	21	2	2	NUM
ajis02-2541	13	22	traditionally	traditionally	ADV
ajis02-2541	13	23	,	,	PUNCT
ajis02-2541	13	24	organizations	organization	NOUN
ajis02-2541	13	25	have	have	AUX
ajis02-2541	13	26	been	be	AUX
ajis02-2541	13	27	collecting	collect	VERB
ajis02-2541	13	28	and	and	CCONJ
ajis02-2541	13	29	analysing	analyse	VERB
ajis02-2541	13	30	data	datum	NOUN
ajis02-2541	13	31	from	from	ADP
ajis02-2541	13	32	various	various	ADJ
ajis02-2541	13	33	transactional	transactional	ADJ
ajis02-2541	13	34	systems	system	NOUN
ajis02-2541	13	35	to	to	PART
ajis02-2541	13	36	identify	identify	VERB
ajis02-2541	13	37	patterns	pattern	NOUN
ajis02-2541	13	38	and	and	CCONJ
ajis02-2541	13	39	arrive	arrive	VERB
ajis02-2541	13	40	at	at	ADP
ajis02-2541	13	41	inferences	inference	NOUN
ajis02-2541	13	42	with	with	ADP
ajis02-2541	13	43	which	which	PRON
ajis02-2541	13	44	they	they	PRON
ajis02-2541	13	45	have	have	AUX
ajis02-2541	13	46	enhanced	enhance	VERB
ajis02-2541	13	47	operational	operational	ADJ
ajis02-2541	13	48	efficiency	efficiency	NOUN
ajis02-2541	13	49	and	and	CCONJ
ajis02-2541	13	50	reduced	reduced	ADJ
ajis02-2541	13	51	cost	cost	NOUN
ajis02-2541	13	52	.	.	PUNCT
ajis02-2541	14	1	now	now	ADV
ajis02-2541	14	2	there	there	PRON
ajis02-2541	14	3	is	be	VERB
ajis02-2541	14	4	a	a	DET
ajis02-2541	14	5	plethora	plethora	NOUN
ajis02-2541	14	6	of	of	ADP
ajis02-2541	14	7	additional	additional	ADJ
ajis02-2541	14	8	data	datum	NOUN
ajis02-2541	14	9	,	,	PUNCT
ajis02-2541	14	10	such	such	ADJ
ajis02-2541	14	11	as	as	ADP
ajis02-2541	14	12	extensive	extensive	ADJ
ajis02-2541	14	13	customer	customer	NOUN
ajis02-2541	14	14	and	and	CCONJ
ajis02-2541	14	15	supplier	supplier	NOUN
ajis02-2541	14	16	information	information	NOUN
ajis02-2541	14	17	,	,	PUNCT
ajis02-2541	14	18	detailed	detailed	ADJ
ajis02-2541	14	19	product	product	NOUN
ajis02-2541	14	20	catalogues	catalogue	NOUN
ajis02-2541	14	21	,	,	PUNCT
ajis02-2541	14	22	more	more	ADJ
ajis02-2541	14	23	information	information	NOUN
ajis02-2541	14	24	surrounding	surround	VERB
ajis02-2541	14	25	online	online	ADJ
ajis02-2541	14	26	transactions	transaction	NOUN
ajis02-2541	14	27	,	,	PUNCT
ajis02-2541	14	28	and	and	CCONJ
ajis02-2541	14	29	an	an	DET
ajis02-2541	14	30	increase	increase	NOUN
ajis02-2541	14	31	in	in	ADP
ajis02-2541	14	32	the	the	DET
ajis02-2541	14	33	volume	volume	NOUN
ajis02-2541	14	34	of	of	ADP
ajis02-2541	14	35	communication	communication	NOUN
ajis02-2541	14	36	with	with	ADP
ajis02-2541	14	37	third	third	ADJ
ajis02-2541	14	38	parties	party	NOUN
ajis02-2541	14	39	,	,	PUNCT
ajis02-2541	14	40	including	include	VERB
ajis02-2541	14	41	email	email	NOUN
ajis02-2541	14	42	and	and	CCONJ
ajis02-2541	14	43	voice	voice	NOUN
ajis02-2541	14	44	recording	recording	NOUN
ajis02-2541	14	45	systems	system	NOUN
ajis02-2541	14	46	.	.	PUNCT
ajis02-2541	15	1	this	this	PRON
ajis02-2541	15	2	is	be	AUX
ajis02-2541	15	3	further	far	ADV
ajis02-2541	15	4	supplemented	supplement	VERB
ajis02-2541	15	5	with	with	ADP
ajis02-2541	15	6	data	datum	NOUN
ajis02-2541	15	7	available	available	ADJ
ajis02-2541	15	8	on	on	ADP
ajis02-2541	15	9	social	social	ADJ
ajis02-2541	15	10	media	medium	NOUN
ajis02-2541	15	11	(	(	PUNCT
ajis02-2541	15	12	sm	sm	X
ajis02-2541	15	13	)	)	PUNCT
ajis02-2541	15	14	that	that	PRON
ajis02-2541	15	15	exist	exist	VERB
ajis02-2541	15	16	outside	outside	ADP
ajis02-2541	15	17	of	of	ADP
ajis02-2541	15	18	the	the	DET
ajis02-2541	15	19	organization	organization	NOUN
ajis02-2541	15	20	.	.	PUNCT
ajis02-2541	16	1	with	with	ADP
ajis02-2541	16	2	this	this	DET
ajis02-2541	16	3	barrage	barrage	NOUN
ajis02-2541	16	4	of	of	ADP
ajis02-2541	16	5	data	datum	NOUN
ajis02-2541	16	6	,	,	PUNCT
ajis02-2541	16	7	organizations	organization	NOUN
ajis02-2541	16	8	have	have	VERB
ajis02-2541	16	9	to	to	PART
ajis02-2541	16	10	identify	identify	VERB
ajis02-2541	16	11	the	the	DET
ajis02-2541	16	12	right	right	ADJ
ajis02-2541	16	13	means	mean	NOUN
ajis02-2541	16	14	to	to	PART
ajis02-2541	16	15	store	store	VERB
ajis02-2541	16	16	,	,	PUNCT
ajis02-2541	16	17	retrieve	retrieve	VERB
ajis02-2541	16	18	and	and	CCONJ
ajis02-2541	16	19	process	process	NOUN
ajis02-2541	16	20	data	datum	NOUN
ajis02-2541	16	21	to	to	PART
ajis02-2541	16	22	arrive	arrive	VERB
ajis02-2541	16	23	at	at	ADP
ajis02-2541	16	24	actionable	actionable	ADJ
ajis02-2541	16	25	inferences	inference	NOUN
ajis02-2541	16	26	.	.	PUNCT
ajis02-2541	17	1	the	the	DET
ajis02-2541	17	2	study	study	NOUN
ajis02-2541	17	3	on	on	ADP
ajis02-2541	17	4	data	datum	NOUN
ajis02-2541	17	5	management	management	NOUN
ajis02-2541	17	6	has	have	AUX
ajis02-2541	17	7	received	receive	VERB
ajis02-2541	17	8	extensive	extensive	ADJ
ajis02-2541	17	9	attention	attention	NOUN
ajis02-2541	17	10	in	in	ADP
ajis02-2541	17	11	the	the	DET
ajis02-2541	17	12	recent	recent	ADJ
ajis02-2541	17	13	past	past	NOUN
ajis02-2541	17	14	,	,	PUNCT
ajis02-2541	17	15	and	and	CCONJ
ajis02-2541	17	16	some	some	PRON
ajis02-2541	17	17	of	of	ADP
ajis02-2541	17	18	the	the	DET
ajis02-2541	17	19	topics	topic	NOUN
ajis02-2541	17	20	covered	cover	VERB
ajis02-2541	17	21	in	in	ADP
ajis02-2541	17	22	data	datum	NOUN
ajis02-2541	17	23	management	management	NOUN
ajis02-2541	17	24	are	be	AUX
ajis02-2541	17	25	summarized	summarize	VERB
ajis02-2541	17	26	in	in	ADP
ajis02-2541	17	27	table	table	NOUN
ajis02-2541	17	28	1	1	NUM
ajis02-2541	17	29	.	.	PUNCT
ajis02-2541	18	1	in	in	ADP
ajis02-2541	18	2	the	the	DET
ajis02-2541	18	3	literature	literature	NOUN
ajis02-2541	18	4	related	relate	VERB
ajis02-2541	18	5	to	to	ADP
ajis02-2541	18	6	data	datum	NOUN
ajis02-2541	18	7	management	management	NOUN
ajis02-2541	18	8	,	,	PUNCT
ajis02-2541	18	9	‘	'	PUNCT
ajis02-2541	18	10	how	how	SCONJ
ajis02-2541	18	11	do	do	AUX
ajis02-2541	18	12	organizations	organization	NOUN
ajis02-2541	18	13	build	build	VERB
ajis02-2541	18	14	a	a	DET
ajis02-2541	18	15	robust	robust	ADJ
ajis02-2541	18	16	data	datum	NOUN
ajis02-2541	18	17	architecture	architecture	NOUN
ajis02-2541	18	18	to	to	PART
ajis02-2541	18	19	support	support	VERB
ajis02-2541	18	20	different	different	ADJ
ajis02-2541	18	21	types	type	NOUN
ajis02-2541	18	22	of	of	ADP
ajis02-2541	18	23	data	datum	NOUN
ajis02-2541	18	24	management	management	NOUN
ajis02-2541	18	25	systems	system	NOUN
ajis02-2541	18	26	,	,	PUNCT
ajis02-2541	18	27	and	and	CCONJ
ajis02-2541	18	28	what	what	PRON
ajis02-2541	18	29	are	be	AUX
ajis02-2541	18	30	the	the	DET
ajis02-2541	18	31	critical	critical	ADJ
ajis02-2541	18	32	elements	element	NOUN
ajis02-2541	18	33	of	of	ADP
ajis02-2541	18	34	the	the	DET
ajis02-2541	18	35	proposed	propose	VERB
ajis02-2541	18	36	architecture	architecture	NOUN
ajis02-2541	18	37	that	that	PRON
ajis02-2541	18	38	enable	enable	VERB
ajis02-2541	18	39	data	data	NOUN
ajis02-2541	18	40	-	-	PUNCT
ajis02-2541	18	41	driven	drive	VERB
ajis02-2541	18	42	value	value	NOUN
ajis02-2541	18	43	generation	generation	NOUN
ajis02-2541	18	44	?	?	PUNCT
ajis02-2541	18	45	’	'	PUNCT
ajis02-2541	18	46	has	have	AUX
ajis02-2541	18	47	been	be	AUX
ajis02-2541	18	48	identified	identify	VERB
ajis02-2541	18	49	as	as	ADP
ajis02-2541	18	50	a	a	DET
ajis02-2541	18	51	less	less	ADV
ajis02-2541	18	52	researched	research	VERB
ajis02-2541	18	53	topic	topic	NOUN
ajis02-2541	18	54	.	.	PUNCT
ajis02-2541	19	1	to	to	ADP
ajis02-2541	19	2	this	this	DET
ajis02-2541	19	3	end	end	NOUN
ajis02-2541	19	4	,	,	PUNCT
ajis02-2541	19	5	the	the	DET
ajis02-2541	19	6	proposed	propose	VERB
ajis02-2541	19	7	study	study	NOUN
ajis02-2541	19	8	attempts	attempt	VERB
ajis02-2541	19	9	to	to	PART
ajis02-2541	19	10	arrive	arrive	VERB
ajis02-2541	19	11	at	at	ADP
ajis02-2541	19	12	a	a	DET
ajis02-2541	19	13	reference	reference	NOUN
ajis02-2541	19	14	architecture	architecture	NOUN
ajis02-2541	19	15	,	,	PUNCT
ajis02-2541	19	16	including	include	VERB
ajis02-2541	19	17	different	different	ADJ
ajis02-2541	19	18	types	type	NOUN
ajis02-2541	19	19	of	of	ADP
ajis02-2541	19	20	data	datum	NOUN
ajis02-2541	19	21	management	management	NOUN
ajis02-2541	19	22	solutions	solution	NOUN
ajis02-2541	19	23	,	,	PUNCT
ajis02-2541	19	24	and	and	CCONJ
ajis02-2541	19	25	how	how	SCONJ
ajis02-2541	19	26	these	these	DET
ajis02-2541	19	27	systems	system	NOUN
ajis02-2541	19	28	can	can	AUX
ajis02-2541	19	29	combine	combine	VERB
ajis02-2541	19	30	to	to	PART
ajis02-2541	19	31	drive	drive	VERB
ajis02-2541	19	32	value	value	NOUN
ajis02-2541	19	33	-	-	PUNCT
ajis02-2541	19	34	creation	creation	NOUN
ajis02-2541	19	35	for	for	ADP
ajis02-2541	19	36	customers	customer	NOUN
ajis02-2541	19	37	.	.	PUNCT
ajis02-2541	20	1	there	there	PRON
ajis02-2541	20	2	are	be	VERB
ajis02-2541	20	3	two	two	NUM
ajis02-2541	20	4	objectives	objective	NOUN
ajis02-2541	20	5	of	of	ADP
ajis02-2541	20	6	this	this	DET
ajis02-2541	20	7	study	study	NOUN
ajis02-2541	20	8	:	:	PUNCT
ajis02-2541	20	9	(	(	PUNCT
ajis02-2541	20	10	i	i	NOUN
ajis02-2541	20	11	)	)	PUNCT
ajis02-2541	20	12	to	to	PART
ajis02-2541	20	13	identify	identify	VERB
ajis02-2541	20	14	how	how	SCONJ
ajis02-2541	20	15	organizations	organization	NOUN
ajis02-2541	20	16	support	support	VERB
ajis02-2541	20	17	a	a	DET
ajis02-2541	20	18	variety	variety	NOUN
ajis02-2541	20	19	of	of	ADP
ajis02-2541	20	20	data	datum	NOUN
ajis02-2541	20	21	management	management	NOUN
ajis02-2541	20	22	solutions	solution	NOUN
ajis02-2541	20	23	from	from	ADP
ajis02-2541	20	24	traditional	traditional	ADJ
ajis02-2541	20	25	rdbms	rdbms	NOUN
ajis02-2541	20	26	to	to	ADP
ajis02-2541	20	27	newsql	newsql	NOUN
ajis02-2541	20	28	,	,	PUNCT
ajis02-2541	20	29	and	and	CCONJ
ajis02-2541	20	30	the	the	DET
ajis02-2541	20	31	recommended	recommend	VERB
ajis02-2541	20	32	data	data	NOUN
ajis02-2541	20	33	architecture	architecture	NOUN
ajis02-2541	20	34	for	for	ADP
ajis02-2541	20	35	supporting	support	VERB
ajis02-2541	20	36	data	datum	NOUN
ajis02-2541	20	37	-	-	PUNCT
ajis02-2541	20	38	enabled	enable	VERB
ajis02-2541	20	39	value	value	NOUN
ajis02-2541	20	40	creation	creation	NOUN
ajis02-2541	20	41	,	,	PUNCT
ajis02-2541	20	42	and	and	CCONJ
ajis02-2541	20	43	(	(	PUNCT
ajis02-2541	20	44	ii	ii	NOUN
ajis02-2541	20	45	)	)	PUNCT
ajis02-2541	20	46	to	to	PART
ajis02-2541	20	47	understand	understand	VERB
ajis02-2541	20	48	the	the	DET
ajis02-2541	20	49	design	design	NOUN
ajis02-2541	20	50	considerations	consideration	NOUN
ajis02-2541	20	51	in	in	ADP
ajis02-2541	20	52	implementing	implement	VERB
ajis02-2541	20	53	the	the	DET
ajis02-2541	20	54	proposed	propose	VERB
ajis02-2541	20	55	architecture	architecture	NOUN
ajis02-2541	20	56	.	.	PUNCT
ajis02-2541	21	1	this	this	DET
ajis02-2541	21	2	study	study	NOUN
ajis02-2541	21	3	is	be	AUX
ajis02-2541	21	4	organized	organize	VERB
ajis02-2541	21	5	as	as	SCONJ
ajis02-2541	21	6	follows	follow	VERB
ajis02-2541	21	7	:	:	PUNCT
ajis02-2541	21	8	in	in	ADP
ajis02-2541	21	9	section-2	section-2	NUM
ajis02-2541	21	10	,	,	PUNCT
ajis02-2541	21	11	the	the	DET
ajis02-2541	21	12	study	study	NOUN
ajis02-2541	21	13	presents	present	VERB
ajis02-2541	21	14	a	a	DET
ajis02-2541	21	15	literature	literature	NOUN
ajis02-2541	21	16	review	review	NOUN
ajis02-2541	21	17	on	on	ADP
ajis02-2541	21	18	the	the	DET
ajis02-2541	21	19	need	need	NOUN
ajis02-2541	21	20	for	for	SCONJ
ajis02-2541	21	21	data	datum	NOUN
ajis02-2541	21	22	management	management	NOUN
ajis02-2541	21	23	solutions	solution	NOUN
ajis02-2541	21	24	to	to	PART
ajis02-2541	21	25	create	create	VERB
ajis02-2541	21	26	data	datum	NOUN
ajis02-2541	21	27	-	-	PUNCT
ajis02-2541	21	28	enabled	enable	VERB
ajis02-2541	21	29	value	value	NOUN
ajis02-2541	21	30	creation	creation	NOUN
ajis02-2541	21	31	.	.	PUNCT
ajis02-2541	22	1	in	in	ADP
ajis02-2541	22	2	section-3	section-3	PROPN
ajis02-2541	22	3	,	,	PUNCT
ajis02-2541	22	4	the	the	DET
ajis02-2541	22	5	study	study	NOUN
ajis02-2541	22	6	covers	cover	VERB
ajis02-2541	22	7	the	the	DET
ajis02-2541	22	8	research	research	NOUN
ajis02-2541	22	9	methodology	methodology	NOUN
ajis02-2541	22	10	,	,	PUNCT
ajis02-2541	22	11	research	research	NOUN
ajis02-2541	22	12	setup	setup	NOUN
ajis02-2541	22	13	,	,	PUNCT
ajis02-2541	22	14	and	and	CCONJ
ajis02-2541	22	15	data	datum	NOUN
ajis02-2541	22	16	analysis	analysis	NOUN
ajis02-2541	22	17	associated	associate	VERB
ajis02-2541	22	18	with	with	ADP
ajis02-2541	22	19	the	the	DET
ajis02-2541	22	20	investigation	investigation	NOUN
ajis02-2541	22	21	.	.	PUNCT
ajis02-2541	23	1	the	the	DET
ajis02-2541	23	2	findings	finding	NOUN
ajis02-2541	23	3	are	be	AUX
ajis02-2541	23	4	presented	present	VERB
ajis02-2541	23	5	in	in	ADP
ajis02-2541	23	6	section-4	section-4	NUM
ajis02-2541	23	7	,	,	PUNCT
ajis02-2541	23	8	followed	follow	VERB
ajis02-2541	23	9	by	by	ADP
ajis02-2541	23	10	a	a	DET
ajis02-2541	23	11	discussion	discussion	NOUN
ajis02-2541	23	12	on	on	ADP
ajis02-2541	23	13	the	the	DET
ajis02-2541	23	14	findings	finding	NOUN
ajis02-2541	23	15	in	in	ADP
ajis02-2541	23	16	section-5	section-5	PROPN
ajis02-2541	23	17	,	,	PUNCT
ajis02-2541	23	18	and	and	CCONJ
ajis02-2541	23	19	the	the	DET
ajis02-2541	23	20	conclusion	conclusion	NOUN
ajis02-2541	23	21	in	in	ADP
ajis02-2541	23	22	section-6	section-6	PROPN
ajis02-2541	23	23	.	.	PUNCT
ajis02-2541	24	1	the	the	DET
ajis02-2541	24	2	study	study	NOUN
ajis02-2541	24	3	has	have	AUX
ajis02-2541	24	4	identified	identify	VERB
ajis02-2541	24	5	a	a	DET
ajis02-2541	24	6	methodological	methodological	ADJ
ajis02-2541	24	7	technology	technology	NOUN
ajis02-2541	24	8	independent	independent	ADJ
ajis02-2541	24	9	framework	framework	NOUN
ajis02-2541	24	10	an	an	DET
ajis02-2541	24	11	organization	organization	NOUN
ajis02-2541	24	12	could	could	AUX
ajis02-2541	24	13	use	use	VERB
ajis02-2541	24	14	when	when	SCONJ
ajis02-2541	24	15	building	build	VERB
ajis02-2541	24	16	a	a	DET
ajis02-2541	24	17	strategy	strategy	NOUN
ajis02-2541	24	18	around	around	ADP
ajis02-2541	24	19	data	data	NOUN
ajis02-2541	24	20	-	-	PUNCT
ajis02-2541	24	21	enabled	enable	VERB
ajis02-2541	24	22	value	value	NOUN
ajis02-2541	24	23	creation	creation	NOUN
ajis02-2541	24	24	and	and	CCONJ
ajis02-2541	24	25	delivery	delivery	NOUN
ajis02-2541	24	26	.	.	PUNCT
ajis02-2541	25	1	aspects	aspect	NOUN
ajis02-2541	25	2	of	of	ADP
ajis02-2541	25	3	data	datum	NOUN
ajis02-2541	25	4	management	management	NOUN
ajis02-2541	25	5	notable	notable	ADJ
ajis02-2541	25	6	contributions	contribution	NOUN
ajis02-2541	25	7	fundamentals	fundamental	NOUN
ajis02-2541	25	8	on	on	ADP
ajis02-2541	25	9	data	datum	NOUN
ajis02-2541	25	10	analytics	analytic	NOUN
ajis02-2541	25	11	(	(	PUNCT
ajis02-2541	25	12	t.	t.	PROPN
ajis02-2541	25	13	h.	h.	PROPN
ajis02-2541	25	14	davenport	davenport	PROPN
ajis02-2541	25	15	,	,	PUNCT
ajis02-2541	25	16	harris	harris	PROPN
ajis02-2541	25	17	,	,	PUNCT
ajis02-2541	25	18	long	long	ADJ
ajis02-2541	25	19	,	,	PUNCT
ajis02-2541	25	20	&	&	CCONJ
ajis02-2541	25	21	jacobson	jacobson	PROPN
ajis02-2541	25	22	,	,	PUNCT
ajis02-2541	25	23	2001	2001	NUM
ajis02-2541	25	24	)	)	PUNCT
ajis02-2541	25	25	data	data	VERB
ajis02-2541	25	26	analysis	analysis	NOUN
ajis02-2541	25	27	on	on	ADP
ajis02-2541	25	28	web	web	NOUN
ajis02-2541	25	29	3.0	3.0	NUM
ajis02-2541	25	30	(	(	PUNCT
ajis02-2541	25	31	hendler	hendler	NOUN
ajis02-2541	25	32	,	,	PUNCT
ajis02-2541	25	33	2009	2009	NUM
ajis02-2541	25	34	;	;	PUNCT
ajis02-2541	25	35	spivack	spivack	NOUN
ajis02-2541	25	36	,	,	PUNCT
ajis02-2541	25	37	2011	2011	NUM
ajis02-2541	25	38	)	)	PUNCT
ajis02-2541	25	39	data	datum	NOUN
ajis02-2541	25	40	management	management	NOUN
ajis02-2541	25	41	–	–	PUNCT
ajis02-2541	25	42	value	value	NOUN
ajis02-2541	25	43	creation	creation	NOUN
ajis02-2541	25	44	framework	framework	NOUN
ajis02-2541	25	45	(	(	PUNCT
ajis02-2541	25	46	lim	lim	PROPN
ajis02-2541	25	47	et	et	PROPN
ajis02-2541	25	48	al	al	PROPN
ajis02-2541	25	49	.	.	PROPN
ajis02-2541	25	50	,	,	PUNCT
ajis02-2541	25	51	2018	2018	NUM
ajis02-2541	25	52	)	)	PUNCT
ajis02-2541	25	53	data	datum	NOUN
ajis02-2541	25	54	management	management	NOUN
ajis02-2541	25	55	–	–	PUNCT
ajis02-2541	25	56	big	big	ADJ
ajis02-2541	25	57	data	datum	NOUN
ajis02-2541	25	58	based	base	VERB
ajis02-2541	25	59	value	value	NOUN
ajis02-2541	25	60	creation	creation	NOUN
ajis02-2541	25	61	(	(	PUNCT
ajis02-2541	25	62	mazzei	mazzei	ADJ
ajis02-2541	25	63	&	&	CCONJ
ajis02-2541	25	64	noble	noble	ADJ
ajis02-2541	25	65	,	,	PUNCT
ajis02-2541	25	66	2017	2017	NUM
ajis02-2541	25	67	)	)	PUNCT
ajis02-2541	25	68	data	datum	NOUN
ajis02-2541	25	69	management	management	NOUN
ajis02-2541	25	70	–	–	PUNCT
ajis02-2541	25	71	building	build	VERB
ajis02-2541	25	72	blocks	block	NOUN
ajis02-2541	25	73	for	for	ADP
ajis02-2541	25	74	a	a	DET
ajis02-2541	25	75	data	data	NOUN
ajis02-2541	25	76	-	-	PUNCT
ajis02-2541	25	77	driven	drive	VERB
ajis02-2541	25	78	culture	culture	NOUN
ajis02-2541	25	79	(	(	PUNCT
ajis02-2541	25	80	anderson	anderson	PROPN
ajis02-2541	25	81	&	&	CCONJ
ajis02-2541	25	82	li	li	PROPN
ajis02-2541	25	83	,	,	PUNCT
ajis02-2541	25	84	2017	2017	NUM
ajis02-2541	25	85	)	)	PUNCT
ajis02-2541	25	86	data	datum	NOUN
ajis02-2541	25	87	strategy	strategy	NOUN
ajis02-2541	25	88	–	–	PUNCT
ajis02-2541	25	89	guidelines	guideline	NOUN
ajis02-2541	25	90	for	for	ADP
ajis02-2541	25	91	development	development	NOUN
ajis02-2541	25	92	(	(	PUNCT
ajis02-2541	25	93	bowen	bowen	PROPN
ajis02-2541	25	94	&	&	CCONJ
ajis02-2541	25	95	smith	smith	PROPN
ajis02-2541	25	96	,	,	PUNCT
ajis02-2541	25	97	2014	2014	NUM
ajis02-2541	25	98	)	)	PUNCT
ajis02-2541	25	99	data	datum	NOUN
ajis02-2541	25	100	management	management	NOUN
ajis02-2541	25	101	–	–	PUNCT
ajis02-2541	25	102	usage	usage	NOUN
ajis02-2541	25	103	of	of	ADP
ajis02-2541	25	104	relational	relational	ADJ
ajis02-2541	25	105	database	database	NOUN
ajis02-2541	25	106	management	management	NOUN
ajis02-2541	25	107	systems	system	NOUN
ajis02-2541	25	108	(	(	PUNCT
ajis02-2541	25	109	rdbms	rdbms	NOUN
ajis02-2541	25	110	)	)	PUNCT
ajis02-2541	25	111	and	and	CCONJ
ajis02-2541	25	112	nosql	nosql	PROPN
ajis02-2541	25	113	(	(	PUNCT
ajis02-2541	25	114	link	link	NOUN
ajis02-2541	25	115	&	&	CCONJ
ajis02-2541	25	116	prade	prade	PROPN
ajis02-2541	25	117	,	,	PUNCT
ajis02-2541	25	118	2019	2019	NUM
ajis02-2541	25	119	;	;	PUNCT
ajis02-2541	25	120	pokorny	pokorny	PROPN
ajis02-2541	25	121	,	,	PUNCT
ajis02-2541	25	122	2013	2013	NUM
ajis02-2541	25	123	)	)	PUNCT
ajis02-2541	25	124	data	datum	NOUN
ajis02-2541	25	125	management	management	NOUN
ajis02-2541	25	126	–	–	PUNCT
ajis02-2541	25	127	migration	migration	NOUN
ajis02-2541	25	128	from	from	ADP
ajis02-2541	25	129	rdbms	rdbms	NOUN
ajis02-2541	25	130	to	to	ADP
ajis02-2541	25	131	nosql	nosql	PROPN
ajis02-2541	25	132	(	(	PUNCT
ajis02-2541	25	133	rocha	rocha	PROPN
ajis02-2541	25	134	,	,	PUNCT
ajis02-2541	25	135	vale	vale	NOUN
ajis02-2541	25	136	,	,	PUNCT
ajis02-2541	25	137	cirilo	cirilo	ADV
ajis02-2541	25	138	,	,	PUNCT
ajis02-2541	25	139	barbosa	barbosa	PROPN
ajis02-2541	25	140	,	,	PUNCT
ajis02-2541	25	141	&	&	CCONJ
ajis02-2541	25	142	mourao	mourao	PROPN
ajis02-2541	25	143	,	,	PUNCT
ajis02-2541	25	144	2015	2015	NUM
ajis02-2541	25	145	)	)	PUNCT
ajis02-2541	25	146	data	datum	NOUN
ajis02-2541	25	147	management	management	NOUN
ajis02-2541	25	148	–	–	PUNCT
ajis02-2541	25	149	features	feature	NOUN
ajis02-2541	25	150	of	of	ADP
ajis02-2541	25	151	nosql	nosql	ADJ
ajis02-2541	25	152	systems	system	NOUN
ajis02-2541	25	153	(	(	PUNCT
ajis02-2541	25	154	mohan	mohan	PROPN
ajis02-2541	25	155	,	,	PUNCT
ajis02-2541	25	156	2013	2013	NUM
ajis02-2541	25	157	;	;	PUNCT
ajis02-2541	25	158	pavlo	pavlo	PROPN
ajis02-2541	25	159	&	&	CCONJ
ajis02-2541	25	160	aslett	aslett	PROPN
ajis02-2541	25	161	,	,	PUNCT
ajis02-2541	25	162	2016	2016	NUM
ajis02-2541	25	163	)	)	PUNCT
ajis02-2541	25	164	data	datum	NOUN
ajis02-2541	25	165	management	management	NOUN
ajis02-2541	25	166	–	–	PUNCT
ajis02-2541	25	167	use	use	NOUN
ajis02-2541	25	168	of	of	ADP
ajis02-2541	25	169	newsql	newsql	ADJ
ajis02-2541	25	170	systems	system	NOUN
ajis02-2541	25	171	(	(	PUNCT
ajis02-2541	25	172	kaur	kaur	PROPN
ajis02-2541	25	173	&	&	CCONJ
ajis02-2541	25	174	sachdeva	sachdeva	PROPN
ajis02-2541	25	175	,	,	PUNCT
ajis02-2541	25	176	2017	2017	NUM
ajis02-2541	25	177	;	;	PUNCT
ajis02-2541	25	178	simsek	simsek	NOUN
ajis02-2541	25	179	,	,	PUNCT
ajis02-2541	25	180	2019	2019	NUM
ajis02-2541	25	181	)	)	PUNCT
ajis02-2541	25	182	table	table	NOUN
ajis02-2541	25	183	1	1	NUM
ajis02-2541	25	184	:	:	PUNCT
ajis02-2541	25	185	aspects	aspect	NOUN
ajis02-2541	25	186	of	of	ADP
ajis02-2541	25	187	data	datum	NOUN
ajis02-2541	25	188	management	management	NOUN
ajis02-2541	25	189	and	and	CCONJ
ajis02-2541	25	190	notable	notable	ADJ
ajis02-2541	25	191	research	research	NOUN
ajis02-2541	25	192	contributions	contribution	NOUN
ajis02-2541	25	193	australasian	australasian	ADJ
ajis02-2541	25	194	journal	journal	NOUN
ajis02-2541	25	195	of	of	ADP
ajis02-2541	25	196	information	information	NOUN
ajis02-2541	25	197	systems	system	NOUN
ajis02-2541	25	198	balakrishnan	balakrishnan	PROPN
ajis02-2541	25	199	,	,	PUNCT
ajis02-2541	25	200	das	das	PROPN
ajis02-2541	25	201	&	&	CCONJ
ajis02-2541	25	202	chattopadhyay	chattopadhyay	PROPN
ajis02-2541	25	203	2020	2020	NUM
ajis02-2541	25	204	,	,	PUNCT
ajis02-2541	25	205	vol	vol	NOUN
ajis02-2541	25	206	24	24	NUM
ajis02-2541	25	207	,	,	PUNCT
ajis02-2541	25	208	research	research	NOUN
ajis02-2541	25	209	article	article	NOUN
ajis02-2541	25	210	implementing	implement	VERB
ajis02-2541	25	211	data	datum	NOUN
ajis02-2541	25	212	strategy	strategy	NOUN
ajis02-2541	25	213	3	3	NUM
ajis02-2541	25	214	2	2	NUM
ajis02-2541	25	215	literature	literature	NOUN
ajis02-2541	25	216	review	review	VERB
ajis02-2541	25	217	the	the	DET
ajis02-2541	25	218	first	first	ADJ
ajis02-2541	25	219	section	section	NOUN
ajis02-2541	25	220	of	of	ADP
ajis02-2541	25	221	the	the	DET
ajis02-2541	25	222	literature	literature	NOUN
ajis02-2541	25	223	review	review	NOUN
ajis02-2541	25	224	discusses	discuss	VERB
ajis02-2541	25	225	how	how	SCONJ
ajis02-2541	25	226	data	datum	NOUN
ajis02-2541	25	227	strategy	strategy	NOUN
ajis02-2541	25	228	is	be	AUX
ajis02-2541	25	229	critical	critical	ADJ
ajis02-2541	25	230	for	for	ADP
ajis02-2541	25	231	an	an	DET
ajis02-2541	25	232	organization	organization	NOUN
ajis02-2541	25	233	,	,	PUNCT
ajis02-2541	25	234	and	and	CCONJ
ajis02-2541	25	235	the	the	DET
ajis02-2541	25	236	design	design	NOUN
ajis02-2541	25	237	considerations	consideration	NOUN
ajis02-2541	25	238	for	for	ADP
ajis02-2541	25	239	data	data	NOUN
ajis02-2541	25	240	-	-	PUNCT
ajis02-2541	25	241	enabled	enable	VERB
ajis02-2541	25	242	value	value	NOUN
ajis02-2541	25	243	creation	creation	NOUN
ajis02-2541	25	244	.	.	PUNCT
ajis02-2541	26	1	the	the	DET
ajis02-2541	26	2	second	second	ADJ
ajis02-2541	26	3	section	section	NOUN
ajis02-2541	26	4	discusses	discuss	VERB
ajis02-2541	26	5	the	the	DET
ajis02-2541	26	6	use	use	NOUN
ajis02-2541	26	7	of	of	ADP
ajis02-2541	26	8	traditional	traditional	ADJ
ajis02-2541	26	9	relational	relational	ADJ
ajis02-2541	26	10	database	database	NOUN
ajis02-2541	26	11	management	management	NOUN
ajis02-2541	26	12	systems	system	NOUN
ajis02-2541	26	13	(	(	PUNCT
ajis02-2541	26	14	rdbms	rdbms	NOUN
ajis02-2541	26	15	)	)	PUNCT
ajis02-2541	26	16	to	to	PART
ajis02-2541	26	17	store	store	VERB
ajis02-2541	26	18	structured	structured	ADJ
ajis02-2541	26	19	data	datum	NOUN
ajis02-2541	26	20	and	and	CCONJ
ajis02-2541	26	21	provides	provide	VERB
ajis02-2541	26	22	a	a	DET
ajis02-2541	26	23	brief	brief	NOUN
ajis02-2541	26	24	on	on	ADP
ajis02-2541	26	25	the	the	DET
ajis02-2541	26	26	issues	issue	NOUN
ajis02-2541	26	27	related	relate	VERB
ajis02-2541	26	28	to	to	ADP
ajis02-2541	26	29	rdbms	rdbms	NOUN
ajis02-2541	26	30	.	.	PUNCT
ajis02-2541	27	1	the	the	DET
ajis02-2541	27	2	third	third	ADJ
ajis02-2541	27	3	section	section	NOUN
ajis02-2541	27	4	provides	provide	VERB
ajis02-2541	27	5	an	an	DET
ajis02-2541	27	6	overview	overview	NOUN
ajis02-2541	27	7	of	of	ADP
ajis02-2541	27	8	how	how	SCONJ
ajis02-2541	27	9	nosql	nosql	ADJ
ajis02-2541	27	10	systems	system	NOUN
ajis02-2541	27	11	could	could	AUX
ajis02-2541	27	12	be	be	AUX
ajis02-2541	27	13	used	use	VERB
ajis02-2541	27	14	to	to	PART
ajis02-2541	27	15	overcome	overcome	VERB
ajis02-2541	27	16	some	some	PRON
ajis02-2541	27	17	of	of	ADP
ajis02-2541	27	18	the	the	DET
ajis02-2541	27	19	problems	problem	NOUN
ajis02-2541	27	20	related	relate	VERB
ajis02-2541	27	21	to	to	ADP
ajis02-2541	27	22	rdbms	rdbms	NOUN
ajis02-2541	27	23	.	.	PUNCT
ajis02-2541	28	1	the	the	DET
ajis02-2541	28	2	fourth	fourth	ADJ
ajis02-2541	28	3	section	section	NOUN
ajis02-2541	28	4	discusses	discuss	VERB
ajis02-2541	28	5	newsql	newsql	ADJ
ajis02-2541	28	6	systems	system	NOUN
ajis02-2541	28	7	and	and	CCONJ
ajis02-2541	28	8	how	how	SCONJ
ajis02-2541	28	9	they	they	PRON
ajis02-2541	28	10	could	could	AUX
ajis02-2541	28	11	be	be	AUX
ajis02-2541	28	12	leveraged	leverage	VERB
ajis02-2541	28	13	to	to	PART
ajis02-2541	28	14	build	build	VERB
ajis02-2541	28	15	data	datum	NOUN
ajis02-2541	28	16	management	management	NOUN
ajis02-2541	28	17	solutions	solution	NOUN
ajis02-2541	28	18	.	.	PUNCT
ajis02-2541	29	1	the	the	DET
ajis02-2541	29	2	last	last	ADJ
ajis02-2541	29	3	section	section	NOUN
ajis02-2541	29	4	discusses	discuss	VERB
ajis02-2541	29	5	the	the	DET
ajis02-2541	29	6	need	need	NOUN
ajis02-2541	29	7	for	for	ADP
ajis02-2541	29	8	data	datum	NOUN
ajis02-2541	29	9	governance	governance	NOUN
ajis02-2541	29	10	and	and	CCONJ
ajis02-2541	29	11	critical	critical	ADJ
ajis02-2541	29	12	elements	element	NOUN
ajis02-2541	29	13	of	of	ADP
ajis02-2541	29	14	data	datum	NOUN
ajis02-2541	29	15	governance	governance	NOUN
ajis02-2541	29	16	.	.	PUNCT
ajis02-2541	30	1	2.1	2.1	NUM
ajis02-2541	30	2	data	data	NOUN
ajis02-2541	30	3	strategy	strategy	NOUN
ajis02-2541	30	4	–	–	PUNCT
ajis02-2541	30	5	a	a	DET
ajis02-2541	30	6	critical	critical	ADJ
ajis02-2541	30	7	component	component	NOUN
ajis02-2541	30	8	of	of	ADP
ajis02-2541	30	9	web	web	NOUN
ajis02-2541	30	10	3.0	3.0	NUM
ajis02-2541	30	11	john	john	PROPN
ajis02-2541	30	12	markoff	markoff	PROPN
ajis02-2541	30	13	of	of	ADP
ajis02-2541	30	14	the	the	DET
ajis02-2541	30	15	new	new	PROPN
ajis02-2541	30	16	york	york	PROPN
ajis02-2541	30	17	times	times	PROPN
ajis02-2541	30	18	had	have	AUX
ajis02-2541	30	19	coined	coin	VERB
ajis02-2541	30	20	the	the	DET
ajis02-2541	30	21	term	term	NOUN
ajis02-2541	30	22	web	web	NOUN
ajis02-2541	30	23	3.0	3.0	NUM
ajis02-2541	30	24	to	to	PART
ajis02-2541	30	25	refer	refer	VERB
ajis02-2541	30	26	to	to	ADP
ajis02-2541	30	27	the	the	DET
ajis02-2541	30	28	intelligent	intelligent	ADJ
ajis02-2541	30	29	web	web	NOUN
ajis02-2541	30	30	such	such	ADJ
ajis02-2541	30	31	as	as	ADP
ajis02-2541	30	32	the	the	DET
ajis02-2541	30	33	“	"	PUNCT
ajis02-2541	30	34	applications	application	NOUN
ajis02-2541	30	35	using	use	VERB
ajis02-2541	30	36	semantic	semantic	ADJ
ajis02-2541	30	37	web	web	NOUN
ajis02-2541	30	38	,	,	PUNCT
ajis02-2541	30	39	natural	natural	ADJ
ajis02-2541	30	40	language	language	NOUN
ajis02-2541	30	41	search	search	NOUN
ajis02-2541	30	42	,	,	PUNCT
ajis02-2541	30	43	data	datum	NOUN
ajis02-2541	30	44	mining	mining	NOUN
ajis02-2541	30	45	,	,	PUNCT
ajis02-2541	30	46	machine	machine	NOUN
ajis02-2541	30	47	learning	learning	NOUN
ajis02-2541	30	48	(	(	PUNCT
ajis02-2541	30	49	ml	ml	NOUN
ajis02-2541	30	50	)	)	PUNCT
ajis02-2541	30	51	,	,	PUNCT
ajis02-2541	30	52	and	and	CCONJ
ajis02-2541	30	53	artificial	artificial	ADJ
ajis02-2541	30	54	intelligence	intelligence	NOUN
ajis02-2541	30	55	(	(	PUNCT
ajis02-2541	30	56	ai	ai	NOUN
ajis02-2541	30	57	)	)	PUNCT
ajis02-2541	30	58	technologies	technology	NOUN
ajis02-2541	30	59	that	that	PRON
ajis02-2541	30	60	emphasize	emphasize	VERB
ajis02-2541	30	61	machine	machine	NOUN
ajis02-2541	30	62	-	-	PUNCT
ajis02-2541	30	63	facilitated	facilitate	VERB
ajis02-2541	30	64	understanding	understanding	NOUN
ajis02-2541	30	65	of	of	ADP
ajis02-2541	30	66	information	information	NOUN
ajis02-2541	30	67	to	to	PART
ajis02-2541	30	68	provide	provide	VERB
ajis02-2541	30	69	a	a	DET
ajis02-2541	30	70	more	more	ADV
ajis02-2541	30	71	productive	productive	ADJ
ajis02-2541	30	72	and	and	CCONJ
ajis02-2541	30	73	intuitive	intuitive	ADJ
ajis02-2541	30	74	user	user	NOUN
ajis02-2541	30	75	experience	experience	NOUN
ajis02-2541	30	76	”	"	PUNCT
ajis02-2541	30	77	(	(	PUNCT
ajis02-2541	30	78	spivack	spivack	NOUN
ajis02-2541	30	79	,	,	PUNCT
ajis02-2541	30	80	2011	2011	NUM
ajis02-2541	30	81	)	)	PUNCT
ajis02-2541	30	82	.	.	PUNCT
ajis02-2541	31	1	web	web	NOUN
ajis02-2541	31	2	3.0	3.0	NUM
ajis02-2541	31	3	technologies	technology	NOUN
ajis02-2541	31	4	enable	enable	VERB
ajis02-2541	31	5	firms	firm	NOUN
ajis02-2541	31	6	to	to	PART
ajis02-2541	31	7	respond	respond	VERB
ajis02-2541	31	8	to	to	ADP
ajis02-2541	31	9	external	external	ADJ
ajis02-2541	31	10	changes	change	NOUN
ajis02-2541	31	11	quickly	quickly	ADV
ajis02-2541	31	12	by	by	ADP
ajis02-2541	31	13	integrating	integrate	VERB
ajis02-2541	31	14	data	datum	NOUN
ajis02-2541	31	15	and	and	CCONJ
ajis02-2541	31	16	applications	application	NOUN
ajis02-2541	31	17	and	and	CCONJ
ajis02-2541	31	18	providing	provide	VERB
ajis02-2541	31	19	the	the	DET
ajis02-2541	31	20	ability	ability	NOUN
ajis02-2541	31	21	to	to	PART
ajis02-2541	31	22	“	"	PUNCT
ajis02-2541	31	23	infer	infer	VERB
ajis02-2541	31	24	relationships	relationship	NOUN
ajis02-2541	31	25	between	between	ADP
ajis02-2541	31	26	data	datum	NOUN
ajis02-2541	31	27	available	available	ADJ
ajis02-2541	31	28	in	in	ADP
ajis02-2541	31	29	different	different	ADJ
ajis02-2541	31	30	applications	application	NOUN
ajis02-2541	31	31	or	or	CCONJ
ajis02-2541	31	32	different	different	ADJ
ajis02-2541	31	33	parts	part	NOUN
ajis02-2541	31	34	of	of	ADP
ajis02-2541	31	35	the	the	DET
ajis02-2541	31	36	same	same	ADJ
ajis02-2541	31	37	application	application	NOUN
ajis02-2541	31	38	”	"	PUNCT
ajis02-2541	31	39	(	(	PUNCT
ajis02-2541	31	40	hendler	hendler	NOUN
ajis02-2541	31	41	,	,	PUNCT
ajis02-2541	31	42	2009	2009	NUM
ajis02-2541	31	43	)	)	PUNCT
ajis02-2541	31	44	.	.	PUNCT
ajis02-2541	32	1	web	web	NOUN
ajis02-2541	32	2	3.0	3.0	NUM
ajis02-2541	32	3	comprises	comprise	NOUN
ajis02-2541	32	4	of	of	ADP
ajis02-2541	32	5	technologies	technology	NOUN
ajis02-2541	32	6	such	such	ADJ
ajis02-2541	32	7	as	as	ADP
ajis02-2541	32	8	ubiquitous	ubiquitous	ADJ
ajis02-2541	32	9	connectivity	connectivity	NOUN
ajis02-2541	32	10	,	,	PUNCT
ajis02-2541	32	11	network	network	NOUN
ajis02-2541	32	12	computing	computing	NOUN
ajis02-2541	32	13	,	,	PUNCT
ajis02-2541	32	14	open	open	ADJ
ajis02-2541	32	15	technologies	technology	NOUN
ajis02-2541	32	16	,	,	PUNCT
ajis02-2541	32	17	and	and	CCONJ
ajis02-2541	32	18	the	the	DET
ajis02-2541	32	19	intelligent	intelligent	ADJ
ajis02-2541	32	20	internet	internet	NOUN
ajis02-2541	32	21	(	(	PUNCT
ajis02-2541	32	22	spivack	spivack	NOUN
ajis02-2541	32	23	,	,	PUNCT
ajis02-2541	32	24	2011	2011	NUM
ajis02-2541	32	25	)	)	PUNCT
ajis02-2541	32	26	.	.	PUNCT
ajis02-2541	33	1	the	the	DET
ajis02-2541	33	2	intelligent	intelligent	ADJ
ajis02-2541	33	3	web	web	NOUN
ajis02-2541	33	4	consists	consist	VERB
ajis02-2541	33	5	of	of	ADP
ajis02-2541	33	6	a	a	DET
ajis02-2541	33	7	variety	variety	NOUN
ajis02-2541	33	8	of	of	ADP
ajis02-2541	33	9	technology	technology	NOUN
ajis02-2541	33	10	solutions	solution	NOUN
ajis02-2541	33	11	associated	associate	VERB
ajis02-2541	33	12	with	with	ADP
ajis02-2541	33	13	data	datum	NOUN
ajis02-2541	33	14	stores	store	NOUN
ajis02-2541	33	15	and	and	CCONJ
ajis02-2541	33	16	data	datum	NOUN
ajis02-2541	33	17	processing	processing	NOUN
ajis02-2541	33	18	using	use	VERB
ajis02-2541	33	19	natural	natural	ADJ
ajis02-2541	33	20	language	language	NOUN
ajis02-2541	33	21	processing	processing	NOUN
ajis02-2541	33	22	(	(	PUNCT
ajis02-2541	33	23	nlp	nlp	NOUN
ajis02-2541	33	24	)	)	PUNCT
ajis02-2541	33	25	,	,	PUNCT
ajis02-2541	33	26	ml	ml	PROPN
ajis02-2541	33	27	and	and	CCONJ
ajis02-2541	33	28	ai	ai	VERB
ajis02-2541	33	29	.	.	PUNCT
ajis02-2541	34	1	in	in	ADP
ajis02-2541	34	2	the	the	DET
ajis02-2541	34	3	existing	exist	VERB
ajis02-2541	34	4	literature	literature	NOUN
ajis02-2541	34	5	on	on	ADP
ajis02-2541	34	6	data	datum	NOUN
ajis02-2541	34	7	management	management	NOUN
ajis02-2541	34	8	,	,	PUNCT
ajis02-2541	34	9	the	the	DET
ajis02-2541	34	10	terms	term	NOUN
ajis02-2541	34	11	data	datum	NOUN
ajis02-2541	34	12	and	and	CCONJ
ajis02-2541	34	13	information	information	NOUN
ajis02-2541	34	14	have	have	AUX
ajis02-2541	34	15	often	often	ADV
ajis02-2541	34	16	been	be	AUX
ajis02-2541	34	17	used	use	VERB
ajis02-2541	34	18	interchangeably	interchangeably	ADV
ajis02-2541	34	19	.	.	PUNCT
ajis02-2541	35	1	this	this	DET
ajis02-2541	35	2	study	study	NOUN
ajis02-2541	35	3	differentiates	differentiate	VERB
ajis02-2541	35	4	data	datum	NOUN
ajis02-2541	35	5	and	and	CCONJ
ajis02-2541	35	6	information	information	NOUN
ajis02-2541	35	7	based	base	VERB
ajis02-2541	35	8	on	on	ADP
ajis02-2541	35	9	the	the	DET
ajis02-2541	35	10	widely	widely	ADV
ajis02-2541	35	11	popular	popular	ADJ
ajis02-2541	35	12	data	data	NOUN
ajis02-2541	35	13	-	-	PUNCT
ajis02-2541	35	14	information	information	NOUN
ajis02-2541	35	15	-	-	PUNCT
ajis02-2541	35	16	knowledge	knowledge	NOUN
ajis02-2541	35	17	hierarchy	hierarchy	NOUN
ajis02-2541	35	18	(	(	PUNCT
ajis02-2541	35	19	braganza	braganza	ADJ
ajis02-2541	35	20	,	,	PUNCT
ajis02-2541	35	21	2004	2004	NUM
ajis02-2541	35	22	;	;	PUNCT
ajis02-2541	35	23	t.	t.	PROPN
ajis02-2541	35	24	h.	h.	PROPN
ajis02-2541	35	25	davenport	davenport	PROPN
ajis02-2541	35	26	et	et	PROPN
ajis02-2541	35	27	al	al	PROPN
ajis02-2541	35	28	.	.	PROPN
ajis02-2541	35	29	,	,	PUNCT
ajis02-2541	35	30	2001	2001	NUM
ajis02-2541	35	31	)	)	PUNCT
ajis02-2541	35	32	.	.	PUNCT
ajis02-2541	36	1	data	datum	NOUN
ajis02-2541	36	2	are	be	AUX
ajis02-2541	36	3	facts	fact	NOUN
ajis02-2541	36	4	and	and	CCONJ
ajis02-2541	36	5	observations	observation	NOUN
ajis02-2541	36	6	,	,	PUNCT
ajis02-2541	36	7	and	and	CCONJ
ajis02-2541	36	8	in	in	ADP
ajis02-2541	36	9	a	a	DET
ajis02-2541	36	10	given	give	VERB
ajis02-2541	36	11	context	context	NOUN
ajis02-2541	36	12	,	,	PUNCT
ajis02-2541	36	13	processed	process	VERB
ajis02-2541	36	14	data	data	NOUN
ajis02-2541	36	15	becomes	become	VERB
ajis02-2541	36	16	information	information	NOUN
ajis02-2541	36	17	(	(	PUNCT
ajis02-2541	36	18	zack	zack	PROPN
ajis02-2541	36	19	,	,	PUNCT
ajis02-2541	36	20	1999	1999	NUM
ajis02-2541	36	21	)	)	PUNCT
ajis02-2541	36	22	.	.	PUNCT
ajis02-2541	37	1	the	the	DET
ajis02-2541	37	2	information	information	NOUN
ajis02-2541	37	3	that	that	PRON
ajis02-2541	37	4	leads	lead	VERB
ajis02-2541	37	5	to	to	ADP
ajis02-2541	37	6	results	result	NOUN
ajis02-2541	37	7	becomes	become	VERB
ajis02-2541	37	8	part	part	NOUN
ajis02-2541	37	9	of	of	ADP
ajis02-2541	37	10	the	the	DET
ajis02-2541	37	11	knowledge	knowledge	NOUN
ajis02-2541	37	12	.	.	PUNCT
ajis02-2541	38	1	data	datum	NOUN
ajis02-2541	38	2	analytics	analytic	NOUN
ajis02-2541	38	3	is	be	AUX
ajis02-2541	38	4	defined	define	VERB
ajis02-2541	38	5	as	as	ADP
ajis02-2541	38	6	the	the	DET
ajis02-2541	38	7	transformation	transformation	NOUN
ajis02-2541	38	8	of	of	ADP
ajis02-2541	38	9	quasi	quasi	ADJ
ajis02-2541	38	10	-	-	ADJ
ajis02-2541	38	11	finished	finished	ADJ
ajis02-2541	38	12	data	datum	NOUN
ajis02-2541	38	13	into	into	ADP
ajis02-2541	38	14	useful	useful	ADJ
ajis02-2541	38	15	insights	insight	NOUN
ajis02-2541	38	16	and	and	CCONJ
ajis02-2541	38	17	knowledge	knowledge	NOUN
ajis02-2541	38	18	(	(	PUNCT
ajis02-2541	38	19	t.	t.	PROPN
ajis02-2541	38	20	h.	h.	PROPN
ajis02-2541	38	21	davenport	davenport	PROPN
ajis02-2541	38	22	et	et	PROPN
ajis02-2541	38	23	al	al	PROPN
ajis02-2541	38	24	.	.	PROPN
ajis02-2541	38	25	,	,	PUNCT
ajis02-2541	38	26	2001	2001	NUM
ajis02-2541	38	27	)	)	PUNCT
ajis02-2541	38	28	.	.	PUNCT
ajis02-2541	39	1	the	the	DET
ajis02-2541	39	2	quasi	quasi	ADJ
ajis02-2541	39	3	-	-	ADJ
ajis02-2541	39	4	finished	finished	ADJ
ajis02-2541	39	5	data	datum	NOUN
ajis02-2541	39	6	goes	go	VERB
ajis02-2541	39	7	through	through	ADP
ajis02-2541	39	8	a	a	DET
ajis02-2541	39	9	process	process	NOUN
ajis02-2541	39	10	of	of	ADP
ajis02-2541	39	11	cleansing	cleansing	NOUN
ajis02-2541	39	12	,	,	PUNCT
ajis02-2541	39	13	amending	amending	NOUN
ajis02-2541	39	14	,	,	PUNCT
ajis02-2541	39	15	and	and	CCONJ
ajis02-2541	39	16	augmenting	augment	VERB
ajis02-2541	39	17	before	before	ADP
ajis02-2541	39	18	going	go	VERB
ajis02-2541	39	19	through	through	ADP
ajis02-2541	39	20	further	further	ADJ
ajis02-2541	39	21	processing	processing	NOUN
ajis02-2541	39	22	by	by	ADP
ajis02-2541	39	23	statistical	statistical	ADJ
ajis02-2541	39	24	techniques	technique	NOUN
ajis02-2541	39	25	,	,	PUNCT
ajis02-2541	39	26	computer	computer	NOUN
ajis02-2541	39	27	programs	program	NOUN
ajis02-2541	39	28	,	,	PUNCT
ajis02-2541	39	29	and	and	CCONJ
ajis02-2541	39	30	manual	manual	ADJ
ajis02-2541	39	31	analysis	analysis	NOUN
ajis02-2541	39	32	.	.	PUNCT
ajis02-2541	40	1	organizations	organization	NOUN
ajis02-2541	40	2	consider	consider	VERB
ajis02-2541	40	3	knowledge	knowledge	NOUN
ajis02-2541	40	4	as	as	ADP
ajis02-2541	40	5	a	a	DET
ajis02-2541	40	6	strategic	strategic	ADJ
ajis02-2541	40	7	asset	asset	NOUN
ajis02-2541	40	8	,	,	PUNCT
ajis02-2541	40	9	and	and	CCONJ
ajis02-2541	40	10	organizations	organization	NOUN
ajis02-2541	40	11	have	have	VERB
ajis02-2541	40	12	to	to	PART
ajis02-2541	40	13	create	create	VERB
ajis02-2541	40	14	,	,	PUNCT
ajis02-2541	40	15	capture	capture	NOUN
ajis02-2541	40	16	,	,	PUNCT
ajis02-2541	40	17	and	and	CCONJ
ajis02-2541	40	18	share	share	VERB
ajis02-2541	40	19	knowledge	knowledge	NOUN
ajis02-2541	40	20	to	to	PART
ajis02-2541	40	21	remain	remain	VERB
ajis02-2541	40	22	competitive	competitive	ADJ
ajis02-2541	40	23	(	(	PUNCT
ajis02-2541	40	24	zack	zack	PROPN
ajis02-2541	40	25	,	,	PUNCT
ajis02-2541	40	26	1999	1999	NUM
ajis02-2541	40	27	)	)	PUNCT
ajis02-2541	40	28	.	.	PUNCT
ajis02-2541	41	1	organizations	organization	NOUN
ajis02-2541	41	2	implement	implement	VERB
ajis02-2541	41	3	knowledge	knowledge	NOUN
ajis02-2541	41	4	management	management	NOUN
ajis02-2541	41	5	mechanisms	mechanism	NOUN
ajis02-2541	41	6	by	by	ADP
ajis02-2541	41	7	building	build	VERB
ajis02-2541	41	8	repositories	repository	NOUN
ajis02-2541	41	9	of	of	ADP
ajis02-2541	41	10	explicit	explicit	ADJ
ajis02-2541	41	11	knowledge	knowledge	NOUN
ajis02-2541	41	12	,	,	PUNCT
ajis02-2541	41	13	defining	define	VERB
ajis02-2541	41	14	roles	role	NOUN
ajis02-2541	41	15	to	to	PART
ajis02-2541	41	16	execute	execute	VERB
ajis02-2541	41	17	and	and	CCONJ
ajis02-2541	41	18	manage	manage	VERB
ajis02-2541	41	19	the	the	DET
ajis02-2541	41	20	knowledge	knowledge	NOUN
ajis02-2541	41	21	accumulation	accumulation	NOUN
ajis02-2541	41	22	process	process	NOUN
ajis02-2541	41	23	,	,	PUNCT
ajis02-2541	41	24	and	and	CCONJ
ajis02-2541	41	25	developing	develop	VERB
ajis02-2541	41	26	solutions	solution	NOUN
ajis02-2541	41	27	using	use	VERB
ajis02-2541	41	28	information	information	NOUN
ajis02-2541	41	29	technologies	technology	NOUN
ajis02-2541	41	30	to	to	PART
ajis02-2541	41	31	support	support	VERB
ajis02-2541	41	32	knowledge	knowledge	NOUN
ajis02-2541	41	33	repositories	repository	NOUN
ajis02-2541	41	34	and	and	CCONJ
ajis02-2541	41	35	processes	process	NOUN
ajis02-2541	41	36	(	(	PUNCT
ajis02-2541	41	37	zack	zack	PROPN
ajis02-2541	41	38	,	,	PUNCT
ajis02-2541	41	39	1999	1999	NUM
ajis02-2541	41	40	)	)	PUNCT
ajis02-2541	41	41	.	.	PUNCT
ajis02-2541	42	1	an	an	DET
ajis02-2541	42	2	organization	organization	NOUN
ajis02-2541	42	3	achieves	achieve	VERB
ajis02-2541	42	4	data	datum	NOUN
ajis02-2541	42	5	-	-	PUNCT
ajis02-2541	42	6	enabled	enable	VERB
ajis02-2541	42	7	value	value	NOUN
ajis02-2541	42	8	creation	creation	NOUN
ajis02-2541	42	9	by	by	ADP
ajis02-2541	42	10	focusing	focus	VERB
ajis02-2541	42	11	on	on	ADP
ajis02-2541	42	12	four	four	NUM
ajis02-2541	42	13	areas	area	NOUN
ajis02-2541	42	14	,	,	PUNCT
ajis02-2541	42	15	such	such	ADJ
ajis02-2541	42	16	as	as	ADP
ajis02-2541	42	17	data	data	NOUN
ajis02-2541	42	18	collection	collection	NOUN
ajis02-2541	42	19	,	,	PUNCT
ajis02-2541	42	20	information	information	NOUN
ajis02-2541	42	21	creation	creation	NOUN
ajis02-2541	42	22	,	,	PUNCT
ajis02-2541	42	23	value	value	NOUN
ajis02-2541	42	24	creation	creation	NOUN
ajis02-2541	42	25	,	,	PUNCT
ajis02-2541	42	26	and	and	CCONJ
ajis02-2541	42	27	distribution	distribution	NOUN
ajis02-2541	42	28	through	through	ADP
ajis02-2541	42	29	provider	provider	NOUN
ajis02-2541	42	30	networks	network	NOUN
ajis02-2541	42	31	(	(	PUNCT
ajis02-2541	42	32	lim	lim	PROPN
ajis02-2541	42	33	et	et	PROPN
ajis02-2541	42	34	al	al	PROPN
ajis02-2541	42	35	.	.	PROPN
ajis02-2541	42	36	,	,	PUNCT
ajis02-2541	42	37	2018	2018	NUM
ajis02-2541	42	38	)	)	PUNCT
ajis02-2541	42	39	.	.	PUNCT
ajis02-2541	43	1	organizations	organization	NOUN
ajis02-2541	43	2	use	use	VERB
ajis02-2541	43	3	data	datum	NOUN
ajis02-2541	43	4	in	in	ADP
ajis02-2541	43	5	a	a	DET
ajis02-2541	43	6	variety	variety	NOUN
ajis02-2541	43	7	of	of	ADP
ajis02-2541	43	8	ways	way	NOUN
ajis02-2541	43	9	,	,	PUNCT
ajis02-2541	43	10	such	such	ADJ
ajis02-2541	43	11	as	as	ADP
ajis02-2541	43	12	for	for	ADP
ajis02-2541	43	13	exploring	explore	VERB
ajis02-2541	43	14	new	new	ADJ
ajis02-2541	43	15	opportunities	opportunity	NOUN
ajis02-2541	43	16	,	,	PUNCT
ajis02-2541	43	17	for	for	ADP
ajis02-2541	43	18	arriving	arrive	VERB
ajis02-2541	43	19	at	at	ADP
ajis02-2541	43	20	insightful	insightful	ADJ
ajis02-2541	43	21	analysis	analysis	NOUN
ajis02-2541	43	22	on	on	ADP
ajis02-2541	43	23	various	various	ADJ
ajis02-2541	43	24	internal	internal	ADJ
ajis02-2541	43	25	and	and	CCONJ
ajis02-2541	43	26	external	external	ADJ
ajis02-2541	43	27	factors	factor	NOUN
ajis02-2541	43	28	,	,	PUNCT
ajis02-2541	43	29	and	and	CCONJ
ajis02-2541	43	30	for	for	ADP
ajis02-2541	43	31	improving	improve	VERB
ajis02-2541	43	32	the	the	DET
ajis02-2541	43	33	organization	organization	NOUN
ajis02-2541	43	34	’s	’s	PART
ajis02-2541	43	35	data	data	PROPN
ajis02-2541	43	36	eco	eco	PROPN
ajis02-2541	43	37	-	-	PUNCT
ajis02-2541	43	38	system	system	NOUN
ajis02-2541	43	39	by	by	ADP
ajis02-2541	43	40	compiling	compile	VERB
ajis02-2541	43	41	all	all	DET
ajis02-2541	43	42	possible	possible	ADJ
ajis02-2541	43	43	data	datum	NOUN
ajis02-2541	43	44	from	from	ADP
ajis02-2541	43	45	end	end	NOUN
ajis02-2541	43	46	customers	customer	NOUN
ajis02-2541	43	47	(	(	PUNCT
ajis02-2541	43	48	mazzei	mazzei	ADJ
ajis02-2541	43	49	&	&	CCONJ
ajis02-2541	43	50	noble	noble	ADJ
ajis02-2541	43	51	,	,	PUNCT
ajis02-2541	43	52	2017	2017	NUM
ajis02-2541	43	53	)	)	PUNCT
ajis02-2541	43	54	.	.	PUNCT
ajis02-2541	44	1	organizations	organization	NOUN
ajis02-2541	44	2	could	could	AUX
ajis02-2541	44	3	build	build	VERB
ajis02-2541	44	4	innovative	innovative	ADJ
ajis02-2541	44	5	business	business	NOUN
ajis02-2541	44	6	models	model	NOUN
ajis02-2541	44	7	by	by	ADP
ajis02-2541	44	8	building	build	VERB
ajis02-2541	44	9	data	datum	NOUN
ajis02-2541	44	10	-	-	PUNCT
ajis02-2541	44	11	enabled	enable	VERB
ajis02-2541	44	12	assets	asset	NOUN
ajis02-2541	44	13	and	and	CCONJ
ajis02-2541	44	14	resources	resource	NOUN
ajis02-2541	44	15	.	.	PUNCT
ajis02-2541	45	1	organizations	organization	NOUN
ajis02-2541	45	2	,	,	PUNCT
ajis02-2541	45	3	by	by	ADP
ajis02-2541	45	4	developing	develop	VERB
ajis02-2541	45	5	analytical	analytical	ADJ
ajis02-2541	45	6	capabilities	capability	NOUN
ajis02-2541	45	7	,	,	PUNCT
ajis02-2541	45	8	could	could	AUX
ajis02-2541	45	9	improve	improve	VERB
ajis02-2541	45	10	product	product	NOUN
ajis02-2541	45	11	development	development	NOUN
ajis02-2541	45	12	,	,	PUNCT
ajis02-2541	45	13	customer	customer	NOUN
ajis02-2541	45	14	service	service	NOUN
ajis02-2541	45	15	,	,	PUNCT
ajis02-2541	45	16	and	and	CCONJ
ajis02-2541	45	17	other	other	ADJ
ajis02-2541	45	18	value	value	NOUN
ajis02-2541	45	19	-	-	PUNCT
ajis02-2541	45	20	chain	chain	NOUN
ajis02-2541	45	21	activities	activity	NOUN
ajis02-2541	45	22	(	(	PUNCT
ajis02-2541	45	23	mazzei	mazzei	ADJ
ajis02-2541	45	24	&	&	CCONJ
ajis02-2541	45	25	noble	noble	ADJ
ajis02-2541	45	26	,	,	PUNCT
ajis02-2541	45	27	australasian	australasian	ADJ
ajis02-2541	45	28	journal	journal	NOUN
ajis02-2541	45	29	of	of	ADP
ajis02-2541	45	30	information	information	NOUN
ajis02-2541	45	31	systems	system	NOUN
ajis02-2541	45	32	balakrishnan	balakrishnan	PROPN
ajis02-2541	45	33	,	,	PUNCT
ajis02-2541	45	34	das	das	PROPN
ajis02-2541	45	35	&	&	CCONJ
ajis02-2541	45	36	chattopadhyay	chattopadhyay	PROPN
ajis02-2541	45	37	2020	2020	NUM
ajis02-2541	45	38	,	,	PUNCT
ajis02-2541	45	39	vol	vol	NOUN
ajis02-2541	45	40	24	24	NUM
ajis02-2541	45	41	,	,	PUNCT
ajis02-2541	45	42	research	research	NOUN
ajis02-2541	45	43	article	article	NOUN
ajis02-2541	45	44	implementing	implement	VERB
ajis02-2541	45	45	data	datum	NOUN
ajis02-2541	45	46	strategy	strategy	NOUN
ajis02-2541	45	47	4	4	NUM
ajis02-2541	45	48	2017	2017	NUM
ajis02-2541	45	49	)	)	PUNCT
ajis02-2541	45	50	.	.	PUNCT
ajis02-2541	46	1	organizations	organization	NOUN
ajis02-2541	46	2	look	look	VERB
ajis02-2541	46	3	at	at	ADP
ajis02-2541	46	4	data	datum	NOUN
ajis02-2541	46	5	and	and	CCONJ
ajis02-2541	46	6	analytics	analytic	NOUN
ajis02-2541	46	7	as	as	ADP
ajis02-2541	46	8	tools	tool	NOUN
ajis02-2541	46	9	for	for	ADP
ajis02-2541	46	10	enhancing	enhance	VERB
ajis02-2541	46	11	innovation	innovation	NOUN
ajis02-2541	46	12	and	and	CCONJ
ajis02-2541	46	13	operational	operational	ADJ
ajis02-2541	46	14	efficiency	efficiency	NOUN
ajis02-2541	46	15	,	,	PUNCT
ajis02-2541	46	16	thus	thus	ADV
ajis02-2541	46	17	leading	lead	VERB
ajis02-2541	46	18	to	to	ADP
ajis02-2541	46	19	additional	additional	ADJ
ajis02-2541	46	20	revenue	revenue	NOUN
ajis02-2541	46	21	streams	stream	NOUN
ajis02-2541	46	22	.	.	PUNCT
ajis02-2541	47	1	organizations	organization	NOUN
ajis02-2541	47	2	could	could	AUX
ajis02-2541	47	3	reap	reap	VERB
ajis02-2541	47	4	huge	huge	ADJ
ajis02-2541	47	5	rewards	reward	NOUN
ajis02-2541	47	6	by	by	ADP
ajis02-2541	47	7	implementing	implement	VERB
ajis02-2541	47	8	effective	effective	ADJ
ajis02-2541	47	9	means	mean	NOUN
ajis02-2541	47	10	of	of	ADP
ajis02-2541	47	11	data	datum	NOUN
ajis02-2541	47	12	management	management	NOUN
ajis02-2541	47	13	solutions	solution	NOUN
ajis02-2541	47	14	.	.	PUNCT
ajis02-2541	48	1	data	data	NOUN
ajis02-2541	48	2	-	-	PUNCT
ajis02-2541	48	3	driven	drive	VERB
ajis02-2541	48	4	organizations	organization	NOUN
ajis02-2541	48	5	have	have	VERB
ajis02-2541	48	6	higher	high	ADJ
ajis02-2541	48	7	output	output	NOUN
ajis02-2541	48	8	and	and	CCONJ
ajis02-2541	48	9	productivity	productivity	NOUN
ajis02-2541	48	10	than	than	ADP
ajis02-2541	48	11	their	their	PRON
ajis02-2541	48	12	less	less	ADJ
ajis02-2541	48	13	data	data	NOUN
ajis02-2541	48	14	-	-	PUNCT
ajis02-2541	48	15	driven	drive	VERB
ajis02-2541	48	16	counterparts	counterpart	NOUN
ajis02-2541	48	17	.	.	PUNCT
ajis02-2541	49	1	organizations	organization	NOUN
ajis02-2541	49	2	could	could	AUX
ajis02-2541	49	3	facilitate	facilitate	VERB
ajis02-2541	49	4	data	data	NOUN
ajis02-2541	49	5	-	-	PUNCT
ajis02-2541	49	6	driven	drive	VERB
ajis02-2541	49	7	culture	culture	NOUN
ajis02-2541	49	8	by	by	ADP
ajis02-2541	49	9	implementing	implement	VERB
ajis02-2541	49	10	various	various	ADJ
ajis02-2541	49	11	measures	measure	NOUN
ajis02-2541	49	12	such	such	ADJ
ajis02-2541	49	13	as	as	ADP
ajis02-2541	49	14	building	build	VERB
ajis02-2541	49	15	a	a	DET
ajis02-2541	49	16	repository	repository	NOUN
ajis02-2541	49	17	that	that	PRON
ajis02-2541	49	18	provides	provide	VERB
ajis02-2541	49	19	a	a	DET
ajis02-2541	49	20	single	single	ADJ
ajis02-2541	49	21	version	version	NOUN
ajis02-2541	49	22	of	of	ADP
ajis02-2541	49	23	truth	truth	NOUN
ajis02-2541	49	24	,	,	PUNCT
ajis02-2541	49	25	building	build	VERB
ajis02-2541	49	26	a	a	DET
ajis02-2541	49	27	repository	repository	NOUN
ajis02-2541	49	28	containing	contain	VERB
ajis02-2541	49	29	data	datum	NOUN
ajis02-2541	49	30	dictionary	dictionary	NOUN
ajis02-2541	49	31	to	to	PART
ajis02-2541	49	32	understand	understand	VERB
ajis02-2541	49	33	what	what	PRON
ajis02-2541	49	34	the	the	DET
ajis02-2541	49	35	data	datum	NOUN
ajis02-2541	49	36	means	mean	VERB
ajis02-2541	49	37	,	,	PUNCT
ajis02-2541	49	38	giving	give	VERB
ajis02-2541	49	39	access	access	NOUN
ajis02-2541	49	40	to	to	ADP
ajis02-2541	49	41	information	information	NOUN
ajis02-2541	49	42	for	for	ADP
ajis02-2541	49	43	all	all	DET
ajis02-2541	49	44	relevant	relevant	ADJ
ajis02-2541	49	45	roles	role	NOUN
ajis02-2541	49	46	in	in	ADP
ajis02-2541	49	47	the	the	DET
ajis02-2541	49	48	organization	organization	NOUN
ajis02-2541	49	49	,	,	PUNCT
ajis02-2541	49	50	and	and	CCONJ
ajis02-2541	49	51	enabling	enable	VERB
ajis02-2541	49	52	managers	manager	NOUN
ajis02-2541	49	53	to	to	PART
ajis02-2541	49	54	support	support	VERB
ajis02-2541	49	55	data	data	NOUN
ajis02-2541	49	56	-	-	PUNCT
ajis02-2541	49	57	driven	drive	VERB
ajis02-2541	49	58	decision	decision	NOUN
ajis02-2541	49	59	making	making	NOUN
ajis02-2541	49	60	(	(	PUNCT
ajis02-2541	49	61	anderson	anderson	PROPN
ajis02-2541	49	62	&	&	CCONJ
ajis02-2541	49	63	li	li	PROPN
ajis02-2541	49	64	,	,	PUNCT
ajis02-2541	49	65	2017	2017	NUM
ajis02-2541	49	66	)	)	PUNCT
ajis02-2541	49	67	.	.	PUNCT
ajis02-2541	50	1	technology	technology	NOUN
ajis02-2541	50	2	is	be	AUX
ajis02-2541	50	3	the	the	DET
ajis02-2541	50	4	critical	critical	ADJ
ajis02-2541	50	5	enabler	enabler	NOUN
ajis02-2541	50	6	for	for	ADP
ajis02-2541	50	7	big	big	ADJ
ajis02-2541	50	8	-	-	PUNCT
ajis02-2541	50	9	data	data	NOUN
ajis02-2541	50	10	aided	aid	VERB
ajis02-2541	50	11	value	value	NOUN
ajis02-2541	50	12	generation	generation	NOUN
ajis02-2541	50	13	.	.	PUNCT
ajis02-2541	51	1	however	however	ADV
ajis02-2541	51	2	,	,	PUNCT
ajis02-2541	51	3	the	the	DET
ajis02-2541	51	4	quality	quality	NOUN
ajis02-2541	51	5	and	and	CCONJ
ajis02-2541	51	6	integrity	integrity	NOUN
ajis02-2541	51	7	of	of	ADP
ajis02-2541	51	8	data	datum	NOUN
ajis02-2541	51	9	used	use	VERB
ajis02-2541	51	10	for	for	ADP
ajis02-2541	51	11	arriving	arrive	VERB
ajis02-2541	51	12	at	at	ADP
ajis02-2541	51	13	inferences	inference	NOUN
ajis02-2541	51	14	depend	depend	VERB
ajis02-2541	51	15	on	on	ADP
ajis02-2541	51	16	business	business	NOUN
ajis02-2541	51	17	processes	process	NOUN
ajis02-2541	51	18	and	and	CCONJ
ajis02-2541	51	19	rules	rule	NOUN
ajis02-2541	51	20	rather	rather	ADV
ajis02-2541	51	21	than	than	ADP
ajis02-2541	51	22	on	on	ADP
ajis02-2541	51	23	technology	technology	NOUN
ajis02-2541	51	24	(	(	PUNCT
ajis02-2541	51	25	bowen	bowen	PROPN
ajis02-2541	51	26	&	&	CCONJ
ajis02-2541	51	27	smith	smith	PROPN
ajis02-2541	51	28	,	,	PUNCT
ajis02-2541	51	29	2014	2014	NUM
ajis02-2541	51	30	)	)	PUNCT
ajis02-2541	51	31	.	.	PUNCT
ajis02-2541	52	1	firms	firm	NOUN
ajis02-2541	52	2	generate	generate	VERB
ajis02-2541	52	3	value	value	NOUN
ajis02-2541	52	4	by	by	ADP
ajis02-2541	52	5	analysing	analyse	VERB
ajis02-2541	52	6	data	datum	NOUN
ajis02-2541	52	7	available	available	ADJ
ajis02-2541	52	8	at	at	ADP
ajis02-2541	52	9	their	their	PRON
ajis02-2541	52	10	disposal	disposal	NOUN
ajis02-2541	52	11	,	,	PUNCT
ajis02-2541	52	12	and	and	CCONJ
ajis02-2541	52	13	the	the	DET
ajis02-2541	52	14	value	value	NOUN
ajis02-2541	52	15	derived	derive	VERB
ajis02-2541	52	16	from	from	ADP
ajis02-2541	52	17	analysis	analysis	NOUN
ajis02-2541	52	18	helps	help	VERB
ajis02-2541	52	19	on	on	ADP
ajis02-2541	52	20	both	both	CCONJ
ajis02-2541	52	21	internal	internal	ADJ
ajis02-2541	52	22	operations	operation	NOUN
ajis02-2541	52	23	front	front	NOUN
ajis02-2541	52	24	,	,	PUNCT
ajis02-2541	52	25	and	and	CCONJ
ajis02-2541	52	26	external	external	ADJ
ajis02-2541	52	27	market	market	NOUN
ajis02-2541	52	28	services	service	NOUN
ajis02-2541	52	29	front	front	NOUN
ajis02-2541	52	30	.	.	PUNCT
ajis02-2541	53	1	the	the	DET
ajis02-2541	53	2	dataenabled	dataenable	VERB
ajis02-2541	53	3	value	value	NOUN
ajis02-2541	53	4	generation	generation	NOUN
ajis02-2541	53	5	options	option	NOUN
ajis02-2541	53	6	range	range	VERB
ajis02-2541	53	7	from	from	ADP
ajis02-2541	53	8	managerial	managerial	ADJ
ajis02-2541	53	9	actions	action	NOUN
ajis02-2541	53	10	such	such	ADJ
ajis02-2541	53	11	as	as	ADP
ajis02-2541	53	12	implementing	implement	VERB
ajis02-2541	53	13	datadriven	datadriven	ADJ
ajis02-2541	53	14	process	process	NOUN
ajis02-2541	53	15	management	management	NOUN
ajis02-2541	53	16	to	to	ADP
ajis02-2541	53	17	managing	manage	VERB
ajis02-2541	53	18	operations	operation	NOUN
ajis02-2541	53	19	through	through	ADP
ajis02-2541	53	20	data	data	NOUN
ajis02-2541	53	21	-	-	PUNCT
ajis02-2541	53	22	driven	drive	VERB
ajis02-2541	53	23	workforce	workforce	NOUN
ajis02-2541	53	24	management	management	NOUN
ajis02-2541	53	25	and	and	CCONJ
ajis02-2541	53	26	creating	create	VERB
ajis02-2541	53	27	new	new	ADJ
ajis02-2541	53	28	market	market	NOUN
ajis02-2541	53	29	offerings	offering	NOUN
ajis02-2541	53	30	based	base	VERB
ajis02-2541	53	31	on	on	ADP
ajis02-2541	53	32	data	datum	NOUN
ajis02-2541	53	33	analytics	analytic	NOUN
ajis02-2541	53	34	,	,	PUNCT
ajis02-2541	53	35	ml	ml	PUNCT
ajis02-2541	53	36	and	and	CCONJ
ajis02-2541	53	37	ai	ai	VERB
ajis02-2541	53	38	techniques	technique	NOUN
ajis02-2541	53	39	.	.	PUNCT
ajis02-2541	54	1	for	for	SCONJ
ajis02-2541	54	2	an	an	DET
ajis02-2541	54	3	organization	organization	NOUN
ajis02-2541	54	4	to	to	PART
ajis02-2541	54	5	build	build	VERB
ajis02-2541	54	6	data	datum	NOUN
ajis02-2541	54	7	-	-	PUNCT
ajis02-2541	54	8	enabled	enable	VERB
ajis02-2541	54	9	value	value	NOUN
ajis02-2541	54	10	creation	creation	NOUN
ajis02-2541	54	11	,	,	PUNCT
ajis02-2541	54	12	it	it	PRON
ajis02-2541	54	13	has	have	VERB
ajis02-2541	54	14	to	to	PART
ajis02-2541	54	15	deploy	deploy	VERB
ajis02-2541	54	16	the	the	DET
ajis02-2541	54	17	right	right	ADJ
ajis02-2541	54	18	set	set	NOUN
ajis02-2541	54	19	of	of	ADP
ajis02-2541	54	20	data	datum	NOUN
ajis02-2541	54	21	management	management	NOUN
ajis02-2541	54	22	processes	process	NOUN
ajis02-2541	54	23	,	,	PUNCT
ajis02-2541	54	24	tools	tool	NOUN
ajis02-2541	54	25	,	,	PUNCT
ajis02-2541	54	26	and	and	CCONJ
ajis02-2541	54	27	methods	method	NOUN
ajis02-2541	54	28	for	for	ADP
ajis02-2541	54	29	facilitating	facilitate	VERB
ajis02-2541	54	30	the	the	DET
ajis02-2541	54	31	building	building	NOUN
ajis02-2541	54	32	blocks	block	NOUN
ajis02-2541	54	33	necessary	necessary	ADJ
ajis02-2541	54	34	to	to	PART
ajis02-2541	54	35	create	create	VERB
ajis02-2541	54	36	a	a	DET
ajis02-2541	54	37	data	data	NOUN
ajis02-2541	54	38	-	-	PUNCT
ajis02-2541	54	39	driven	drive	VERB
ajis02-2541	54	40	culture	culture	NOUN
ajis02-2541	54	41	.	.	PUNCT
ajis02-2541	55	1	this	this	DET
ajis02-2541	55	2	study	study	NOUN
ajis02-2541	55	3	is	be	AUX
ajis02-2541	55	4	an	an	DET
ajis02-2541	55	5	attempt	attempt	NOUN
ajis02-2541	55	6	in	in	ADP
ajis02-2541	55	7	that	that	DET
ajis02-2541	55	8	direction	direction	NOUN
ajis02-2541	55	9	to	to	PART
ajis02-2541	55	10	provide	provide	VERB
ajis02-2541	55	11	insights	insight	NOUN
ajis02-2541	55	12	on	on	ADP
ajis02-2541	55	13	a	a	DET
ajis02-2541	55	14	reference	reference	NOUN
ajis02-2541	55	15	data	data	NOUN
ajis02-2541	55	16	architecture	architecture	NOUN
ajis02-2541	55	17	for	for	ADP
ajis02-2541	55	18	handling	handle	VERB
ajis02-2541	55	19	all	all	DET
ajis02-2541	55	20	types	type	NOUN
ajis02-2541	55	21	of	of	ADP
ajis02-2541	55	22	data	datum	NOUN
ajis02-2541	55	23	in	in	ADP
ajis02-2541	55	24	a	a	DET
ajis02-2541	55	25	corporate	corporate	ADJ
ajis02-2541	55	26	environment	environment	NOUN
ajis02-2541	55	27	such	such	ADJ
ajis02-2541	55	28	as	as	ADP
ajis02-2541	55	29	data	datum	NOUN
ajis02-2541	55	30	in	in	ADP
ajis02-2541	55	31	traditional	traditional	ADJ
ajis02-2541	55	32	transactional	transactional	ADJ
ajis02-2541	55	33	systems	system	NOUN
ajis02-2541	55	34	,	,	PUNCT
ajis02-2541	55	35	data	datum	NOUN
ajis02-2541	55	36	warehouses	warehouse	NOUN
ajis02-2541	55	37	,	,	PUNCT
ajis02-2541	55	38	big	big	ADJ
ajis02-2541	55	39	data	datum	NOUN
ajis02-2541	55	40	repositories	repository	NOUN
ajis02-2541	55	41	,	,	PUNCT
ajis02-2541	55	42	schema	schema	NOUN
ajis02-2541	55	43	-	-	PUNCT
ajis02-2541	55	44	less	less	ADJ
ajis02-2541	55	45	data	datum	NOUN
ajis02-2541	55	46	stores	store	NOUN
ajis02-2541	55	47	,	,	PUNCT
ajis02-2541	55	48	and	and	CCONJ
ajis02-2541	55	49	a	a	DET
ajis02-2541	55	50	newer	new	ADJ
ajis02-2541	55	51	variant	variant	NOUN
ajis02-2541	55	52	of	of	ADP
ajis02-2541	55	53	the	the	DET
ajis02-2541	55	54	scalable	scalable	ADJ
ajis02-2541	55	55	transactional	transactional	ADJ
ajis02-2541	55	56	system	system	NOUN
ajis02-2541	55	57	such	such	ADJ
ajis02-2541	55	58	as	as	ADP
ajis02-2541	55	59	newsql	newsql	NOUN
ajis02-2541	55	60	.	.	PUNCT
ajis02-2541	56	1	the	the	DET
ajis02-2541	56	2	next	next	ADJ
ajis02-2541	56	3	few	few	ADJ
ajis02-2541	56	4	sections	section	NOUN
ajis02-2541	56	5	deal	deal	VERB
ajis02-2541	56	6	with	with	ADP
ajis02-2541	56	7	various	various	ADJ
ajis02-2541	56	8	types	type	NOUN
ajis02-2541	56	9	of	of	ADP
ajis02-2541	56	10	data	datum	NOUN
ajis02-2541	56	11	,	,	PUNCT
ajis02-2541	56	12	an	an	DET
ajis02-2541	56	13	orientation	orientation	NOUN
ajis02-2541	56	14	on	on	ADP
ajis02-2541	56	15	the	the	DET
ajis02-2541	56	16	usage	usage	NOUN
ajis02-2541	56	17	,	,	PUNCT
ajis02-2541	56	18	shortcomings	shortcoming	NOUN
ajis02-2541	56	19	,	,	PUNCT
ajis02-2541	56	20	and	and	CCONJ
ajis02-2541	56	21	alternative	alternative	ADJ
ajis02-2541	56	22	options	option	NOUN
ajis02-2541	56	23	.	.	PUNCT
ajis02-2541	57	1	2.2	2.2	NUM
ajis02-2541	57	2	relational	relational	ADJ
ajis02-2541	57	3	database	database	NOUN
ajis02-2541	57	4	management	management	NOUN
ajis02-2541	57	5	systems	system	NOUN
ajis02-2541	57	6	(	(	PUNCT
ajis02-2541	57	7	rdbms	rdbms	NOUN
ajis02-2541	57	8	)	)	PUNCT
ajis02-2541	57	9	rdbms	rdbms	NOUN
ajis02-2541	57	10	store	store	NOUN
ajis02-2541	57	11	and	and	CCONJ
ajis02-2541	57	12	represent	represent	VERB
ajis02-2541	57	13	data	datum	NOUN
ajis02-2541	57	14	in	in	ADP
ajis02-2541	57	15	two	two	NUM
ajis02-2541	57	16	-	-	PUNCT
ajis02-2541	57	17	dimensional	dimensional	ADJ
ajis02-2541	57	18	tables	table	NOUN
ajis02-2541	57	19	.	.	PUNCT
ajis02-2541	58	1	this	this	PRON
ajis02-2541	58	2	is	be	AUX
ajis02-2541	58	3	a	a	DET
ajis02-2541	58	4	simple	simple	ADJ
ajis02-2541	58	5	and	and	CCONJ
ajis02-2541	58	6	effective	effective	ADJ
ajis02-2541	58	7	way	way	NOUN
ajis02-2541	58	8	of	of	ADP
ajis02-2541	58	9	automated	automate	VERB
ajis02-2541	58	10	storage	storage	NOUN
ajis02-2541	58	11	and	and	CCONJ
ajis02-2541	58	12	retrieval	retrieval	NOUN
ajis02-2541	58	13	of	of	ADP
ajis02-2541	58	14	structured	structured	ADJ
ajis02-2541	58	15	data	datum	NOUN
ajis02-2541	58	16	.	.	PUNCT
ajis02-2541	59	1	while	while	SCONJ
ajis02-2541	59	2	using	use	VERB
ajis02-2541	59	3	rdbms	rdbms	NOUN
ajis02-2541	59	4	,	,	PUNCT
ajis02-2541	59	5	programmers	programmer	NOUN
ajis02-2541	59	6	employ	employ	VERB
ajis02-2541	59	7	query	query	NOUN
ajis02-2541	59	8	-	-	PUNCT
ajis02-2541	59	9	based	base	VERB
ajis02-2541	59	10	scripting	scripting	NOUN
ajis02-2541	59	11	languages	language	NOUN
ajis02-2541	59	12	to	to	PART
ajis02-2541	59	13	perform	perform	VERB
ajis02-2541	59	14	data	datum	NOUN
ajis02-2541	59	15	management	management	NOUN
ajis02-2541	59	16	tasks	task	NOUN
ajis02-2541	59	17	.	.	PUNCT
ajis02-2541	60	1	this	this	PRON
ajis02-2541	60	2	continues	continue	VERB
ajis02-2541	60	3	to	to	PART
ajis02-2541	60	4	be	be	AUX
ajis02-2541	60	5	useful	useful	ADJ
ajis02-2541	60	6	when	when	SCONJ
ajis02-2541	60	7	the	the	DET
ajis02-2541	60	8	data	data	NOUN
ajis02-2541	60	9	is	be	AUX
ajis02-2541	60	10	in	in	ADP
ajis02-2541	60	11	a	a	DET
ajis02-2541	60	12	structured	structured	ADJ
ajis02-2541	60	13	format	format	NOUN
ajis02-2541	60	14	,	,	PUNCT
ajis02-2541	60	15	and	and	CCONJ
ajis02-2541	60	16	the	the	DET
ajis02-2541	60	17	scale	scale	NOUN
ajis02-2541	60	18	of	of	ADP
ajis02-2541	60	19	the	the	DET
ajis02-2541	60	20	data	datum	NOUN
ajis02-2541	60	21	is	be	AUX
ajis02-2541	60	22	manageable	manageable	ADJ
ajis02-2541	60	23	.	.	PUNCT
ajis02-2541	61	1	rdbms	rdbm	NOUN
ajis02-2541	61	2	are	be	AUX
ajis02-2541	61	3	suitable	suitable	ADJ
ajis02-2541	61	4	for	for	ADP
ajis02-2541	61	5	online	online	ADJ
ajis02-2541	61	6	transaction	transaction	NOUN
ajis02-2541	61	7	processing	processing	NOUN
ajis02-2541	61	8	(	(	PUNCT
ajis02-2541	61	9	oltp	oltp	NOUN
ajis02-2541	61	10	)	)	PUNCT
ajis02-2541	61	11	applications	application	NOUN
ajis02-2541	61	12	and	and	CCONJ
ajis02-2541	61	13	characterized	characterize	VERB
ajis02-2541	61	14	by	by	ADP
ajis02-2541	61	15	atomicity	atomicity	NOUN
ajis02-2541	61	16	(	(	PUNCT
ajis02-2541	61	17	a	a	NOUN
ajis02-2541	61	18	)	)	PUNCT
ajis02-2541	61	19	,	,	PUNCT
ajis02-2541	61	20	consistency	consistency	NOUN
ajis02-2541	61	21	(	(	PUNCT
ajis02-2541	61	22	c	c	NOUN
ajis02-2541	61	23	)	)	PUNCT
ajis02-2541	61	24	,	,	PUNCT
ajis02-2541	61	25	isolation	isolation	NOUN
ajis02-2541	61	26	(	(	PUNCT
ajis02-2541	61	27	i	i	NOUN
ajis02-2541	61	28	)	)	PUNCT
ajis02-2541	61	29	and	and	CCONJ
ajis02-2541	61	30	durability	durability	NOUN
ajis02-2541	61	31	(	(	PUNCT
ajis02-2541	61	32	d	d	NOUN
ajis02-2541	61	33	)	)	PUNCT
ajis02-2541	61	34	.	.	PUNCT
ajis02-2541	62	1	the	the	DET
ajis02-2541	62	2	acid	acid	NOUN
ajis02-2541	62	3	properties	property	NOUN
ajis02-2541	62	4	of	of	ADP
ajis02-2541	62	5	rdbms	rdbms	NOUN
ajis02-2541	62	6	ensure	ensure	VERB
ajis02-2541	62	7	that	that	SCONJ
ajis02-2541	62	8	the	the	DET
ajis02-2541	62	9	related	related	ADJ
ajis02-2541	62	10	transactions	transaction	NOUN
ajis02-2541	62	11	get	get	AUX
ajis02-2541	62	12	completed	complete	VERB
ajis02-2541	62	13	as	as	ADP
ajis02-2541	62	14	one	one	NUM
ajis02-2541	62	15	unit	unit	NOUN
ajis02-2541	62	16	–	–	PUNCT
ajis02-2541	62	17	all	all	PRON
ajis02-2541	62	18	or	or	CCONJ
ajis02-2541	62	19	nothing	nothing	PRON
ajis02-2541	62	20	,	,	PUNCT
ajis02-2541	62	21	transactions	transaction	NOUN
ajis02-2541	62	22	happen	happen	VERB
ajis02-2541	62	23	independently	independently	ADV
ajis02-2541	62	24	,	,	PUNCT
ajis02-2541	62	25	transactions	transaction	NOUN
ajis02-2541	62	26	that	that	PRON
ajis02-2541	62	27	are	be	AUX
ajis02-2541	62	28	written	write	VERB
ajis02-2541	62	29	to	to	ADP
ajis02-2541	62	30	the	the	DET
ajis02-2541	62	31	storage	storage	NOUN
ajis02-2541	62	32	result	result	NOUN
ajis02-2541	62	33	in	in	ADP
ajis02-2541	62	34	consistent	consistent	ADJ
ajis02-2541	62	35	data	datum	NOUN
ajis02-2541	62	36	stores	store	NOUN
ajis02-2541	62	37	,	,	PUNCT
ajis02-2541	62	38	and	and	CCONJ
ajis02-2541	62	39	data	datum	NOUN
ajis02-2541	62	40	stays	stay	VERB
ajis02-2541	62	41	durable	durable	ADJ
ajis02-2541	62	42	irrespective	irrespective	ADV
ajis02-2541	62	43	of	of	ADP
ajis02-2541	62	44	system	system	NOUN
ajis02-2541	62	45	failures	failure	NOUN
ajis02-2541	62	46	(	(	PUNCT
ajis02-2541	62	47	pokorny	pokorny	VERB
ajis02-2541	62	48	,	,	PUNCT
ajis02-2541	62	49	2013	2013	NUM
ajis02-2541	62	50	)	)	PUNCT
ajis02-2541	62	51	.	.	PUNCT
ajis02-2541	63	1	rdbms	rdbms	NOUN
ajis02-2541	63	2	have	have	AUX
ajis02-2541	63	3	been	be	AUX
ajis02-2541	63	4	used	use	VERB
ajis02-2541	63	5	for	for	ADP
ajis02-2541	63	6	decades	decade	NOUN
ajis02-2541	63	7	and	and	CCONJ
ajis02-2541	63	8	are	be	AUX
ajis02-2541	63	9	mature	mature	ADJ
ajis02-2541	63	10	systems	system	NOUN
ajis02-2541	63	11	,	,	PUNCT
ajis02-2541	63	12	yet	yet	ADV
ajis02-2541	63	13	,	,	PUNCT
ajis02-2541	63	14	in	in	ADP
ajis02-2541	63	15	the	the	DET
ajis02-2541	63	16	face	face	NOUN
ajis02-2541	63	17	of	of	ADP
ajis02-2541	63	18	ever	ever	ADV
ajis02-2541	63	19	-	-	PUNCT
ajis02-2541	63	20	changing	change	VERB
ajis02-2541	63	21	types	type	NOUN
ajis02-2541	63	22	of	of	ADP
ajis02-2541	63	23	data	datum	NOUN
ajis02-2541	63	24	and	and	CCONJ
ajis02-2541	63	25	the	the	DET
ajis02-2541	63	26	complicated	complicated	ADJ
ajis02-2541	63	27	relationships	relationship	NOUN
ajis02-2541	63	28	among	among	ADP
ajis02-2541	63	29	them	they	PRON
ajis02-2541	63	30	,	,	PUNCT
ajis02-2541	63	31	they	they	PRON
ajis02-2541	63	32	become	become	VERB
ajis02-2541	63	33	difficult	difficult	ADJ
ajis02-2541	63	34	to	to	PART
ajis02-2541	63	35	use	use	VERB
ajis02-2541	63	36	.	.	PUNCT
ajis02-2541	64	1	in	in	ADP
ajis02-2541	64	2	rdbms	rdbms	NOUN
ajis02-2541	64	3	,	,	PUNCT
ajis02-2541	64	4	especially	especially	ADV
ajis02-2541	64	5	in	in	ADP
ajis02-2541	64	6	oltp	oltp	PROPN
ajis02-2541	64	7	systems	system	NOUN
ajis02-2541	64	8	,	,	PUNCT
ajis02-2541	64	9	data	datum	NOUN
ajis02-2541	64	10	gets	get	AUX
ajis02-2541	64	11	stored	store	VERB
ajis02-2541	64	12	in	in	ADP
ajis02-2541	64	13	normalized	normalize	VERB
ajis02-2541	64	14	forms	form	NOUN
ajis02-2541	64	15	following	follow	VERB
ajis02-2541	64	16	codd	codd	NOUN
ajis02-2541	64	17	’s	’s	PART
ajis02-2541	64	18	rules	rule	NOUN
ajis02-2541	64	19	,	,	PUNCT
ajis02-2541	64	20	eliminating	eliminate	VERB
ajis02-2541	64	21	redundancy	redundancy	NOUN
ajis02-2541	64	22	and	and	CCONJ
ajis02-2541	64	23	making	make	VERB
ajis02-2541	64	24	sure	sure	ADJ
ajis02-2541	64	25	that	that	SCONJ
ajis02-2541	64	26	all	all	DET
ajis02-2541	64	27	changes	change	NOUN
ajis02-2541	64	28	in	in	ADP
ajis02-2541	64	29	the	the	DET
ajis02-2541	64	30	data	datum	NOUN
ajis02-2541	64	31	are	be	AUX
ajis02-2541	64	32	consistent	consistent	ADJ
ajis02-2541	64	33	across	across	ADP
ajis02-2541	64	34	the	the	DET
ajis02-2541	64	35	models	model	NOUN
ajis02-2541	64	36	(	(	PUNCT
ajis02-2541	64	37	link	link	NOUN
ajis02-2541	64	38	&	&	CCONJ
ajis02-2541	64	39	prade	prade	PROPN
ajis02-2541	64	40	,	,	PUNCT
ajis02-2541	64	41	2019	2019	NUM
ajis02-2541	64	42	)	)	PUNCT
ajis02-2541	64	43	.	.	PUNCT
ajis02-2541	65	1	the	the	DET
ajis02-2541	65	2	more	more	ADV
ajis02-2541	65	3	complex	complex	ADJ
ajis02-2541	65	4	the	the	DET
ajis02-2541	65	5	collection	collection	NOUN
ajis02-2541	65	6	of	of	ADP
ajis02-2541	65	7	data	datum	NOUN
ajis02-2541	65	8	is	be	AUX
ajis02-2541	65	9	,	,	PUNCT
ajis02-2541	65	10	the	the	DET
ajis02-2541	65	11	more	more	ADJ
ajis02-2541	65	12	levels	level	NOUN
ajis02-2541	65	13	of	of	ADP
ajis02-2541	65	14	hierarchy	hierarchy	NOUN
ajis02-2541	65	15	and	and	CCONJ
ajis02-2541	65	16	cross	cross	NOUN
ajis02-2541	65	17	relationships	relationship	NOUN
ajis02-2541	65	18	,	,	PUNCT
ajis02-2541	65	19	the	the	PRON
ajis02-2541	65	20	less	less	ADV
ajis02-2541	65	21	possible	possible	ADJ
ajis02-2541	65	22	it	it	PRON
ajis02-2541	65	23	is	be	AUX
ajis02-2541	65	24	to	to	PART
ajis02-2541	65	25	represent	represent	VERB
ajis02-2541	65	26	the	the	DET
ajis02-2541	65	27	collected	collect	VERB
ajis02-2541	65	28	data	datum	NOUN
ajis02-2541	65	29	within	within	ADP
ajis02-2541	65	30	the	the	DET
ajis02-2541	65	31	simple	simple	ADJ
ajis02-2541	65	32	tabular	tabular	NOUN
ajis02-2541	65	33	structures	structure	NOUN
ajis02-2541	65	34	of	of	ADP
ajis02-2541	65	35	an	an	DET
ajis02-2541	65	36	oltp	oltp	NOUN
ajis02-2541	65	37	relational	relational	ADJ
ajis02-2541	65	38	database	database	NOUN
ajis02-2541	65	39	system	system	NOUN
ajis02-2541	65	40	.	.	PUNCT
ajis02-2541	66	1	the	the	DET
ajis02-2541	66	2	issues	issue	NOUN
ajis02-2541	66	3	associated	associate	VERB
ajis02-2541	66	4	with	with	ADP
ajis02-2541	66	5	normalized	normalize	VERB
ajis02-2541	66	6	data	datum	NOUN
ajis02-2541	66	7	resulting	result	VERB
ajis02-2541	66	8	in	in	ADP
ajis02-2541	66	9	inefficient	inefficient	ADJ
ajis02-2541	66	10	retrievals	retrieval	NOUN
ajis02-2541	66	11	and	and	CCONJ
ajis02-2541	66	12	lack	lack	NOUN
ajis02-2541	66	13	of	of	ADP
ajis02-2541	66	14	support	support	NOUN
ajis02-2541	66	15	for	for	ADP
ajis02-2541	66	16	complex	complex	ADJ
ajis02-2541	66	17	structures	structure	NOUN
ajis02-2541	66	18	such	such	ADJ
ajis02-2541	66	19	as	as	ADP
ajis02-2541	66	20	hierarchies	hierarchy	NOUN
ajis02-2541	66	21	are	be	AUX
ajis02-2541	66	22	eliminated	eliminate	VERB
ajis02-2541	66	23	in	in	ADP
ajis02-2541	66	24	data	datum	NOUN
ajis02-2541	66	25	-	-	PUNCT
ajis02-2541	66	26	warehouses	warehouse	NOUN
ajis02-2541	66	27	.	.	PUNCT
ajis02-2541	67	1	datawarehouses	datawarehouse	NOUN
ajis02-2541	67	2	are	be	AUX
ajis02-2541	67	3	relational	relational	ADJ
ajis02-2541	67	4	in	in	ADP
ajis02-2541	67	5	nature	nature	NOUN
ajis02-2541	67	6	and	and	CCONJ
ajis02-2541	67	7	store	store	VERB
ajis02-2541	67	8	aggregate	aggregate	ADJ
ajis02-2541	67	9	information	information	NOUN
ajis02-2541	67	10	that	that	PRON
ajis02-2541	67	11	can	can	AUX
ajis02-2541	67	12	readily	readily	ADV
ajis02-2541	67	13	be	be	AUX
ajis02-2541	67	14	used	use	VERB
ajis02-2541	67	15	for	for	ADP
ajis02-2541	67	16	analysis	analysis	NOUN
ajis02-2541	67	17	and	and	CCONJ
ajis02-2541	67	18	reporting	reporting	NOUN
ajis02-2541	67	19	.	.	PUNCT
ajis02-2541	68	1	rdbms	rdbms	NOUN
ajis02-2541	68	2	supporting	support	VERB
ajis02-2541	68	3	data	datum	NOUN
ajis02-2541	68	4	warehouses	warehouse	NOUN
ajis02-2541	68	5	feature	feature	VERB
ajis02-2541	68	6	non	non	ADJ
ajis02-2541	68	7	-	-	ADJ
ajis02-2541	68	8	normalized	normalized	ADJ
ajis02-2541	68	9	or	or	CCONJ
ajis02-2541	68	10	australasian	australasian	ADJ
ajis02-2541	68	11	journal	journal	NOUN
ajis02-2541	68	12	of	of	ADP
ajis02-2541	68	13	information	information	NOUN
ajis02-2541	68	14	systems	system	NOUN
ajis02-2541	68	15	balakrishnan	balakrishnan	PROPN
ajis02-2541	68	16	,	,	PUNCT
ajis02-2541	68	17	das	das	PROPN
ajis02-2541	68	18	&	&	CCONJ
ajis02-2541	68	19	chattopadhyay	chattopadhyay	PROPN
ajis02-2541	68	20	2020	2020	NUM
ajis02-2541	68	21	,	,	PUNCT
ajis02-2541	68	22	vol	vol	NOUN
ajis02-2541	68	23	24	24	NUM
ajis02-2541	68	24	,	,	PUNCT
ajis02-2541	68	25	research	research	NOUN
ajis02-2541	68	26	article	article	NOUN
ajis02-2541	68	27	implementing	implement	VERB
ajis02-2541	68	28	data	datum	NOUN
ajis02-2541	68	29	strategy	strategy	NOUN
ajis02-2541	68	30	5	5	NUM
ajis02-2541	68	31	de	de	ADV
ajis02-2541	68	32	-	-	ADJ
ajis02-2541	68	33	normalized	normalize	VERB
ajis02-2541	68	34	data	datum	NOUN
ajis02-2541	68	35	stores	store	NOUN
ajis02-2541	68	36	to	to	PART
ajis02-2541	68	37	facilitate	facilitate	VERB
ajis02-2541	68	38	easy	easy	ADJ
ajis02-2541	68	39	retrieval	retrieval	NOUN
ajis02-2541	68	40	for	for	ADP
ajis02-2541	68	41	analysis	analysis	NOUN
ajis02-2541	68	42	and	and	CCONJ
ajis02-2541	68	43	reporting	reporting	NOUN
ajis02-2541	68	44	.	.	PUNCT
ajis02-2541	69	1	data	datum	NOUN
ajis02-2541	69	2	warehouses	warehouse	NOUN
ajis02-2541	69	3	are	be	AUX
ajis02-2541	69	4	built	build	VERB
ajis02-2541	69	5	with	with	ADP
ajis02-2541	69	6	star	star	NOUN
ajis02-2541	69	7	-	-	PUNCT
ajis02-2541	69	8	schemas	schema	NOUN
ajis02-2541	69	9	or	or	CCONJ
ajis02-2541	69	10	snowflake	snowflake	NOUN
ajis02-2541	69	11	schemas	schema	NOUN
ajis02-2541	69	12	.	.	PUNCT
ajis02-2541	70	1	data	datum	NOUN
ajis02-2541	70	2	warehouses	warehouse	NOUN
ajis02-2541	70	3	comprise	comprise	VERB
ajis02-2541	70	4	of	of	ADP
ajis02-2541	70	5	dimensional	dimensional	ADJ
ajis02-2541	70	6	stores	store	NOUN
ajis02-2541	70	7	through	through	ADP
ajis02-2541	70	8	which	which	PRON
ajis02-2541	70	9	hierarchies	hierarchy	NOUN
ajis02-2541	70	10	can	can	AUX
ajis02-2541	70	11	be	be	AUX
ajis02-2541	70	12	supported	support	VERB
ajis02-2541	70	13	.	.	PUNCT
ajis02-2541	71	1	also	also	ADV
ajis02-2541	71	2	,	,	PUNCT
ajis02-2541	71	3	data	datum	NOUN
ajis02-2541	71	4	warehouses	warehouse	NOUN
ajis02-2541	71	5	enable	enable	VERB
ajis02-2541	71	6	storage	storage	NOUN
ajis02-2541	71	7	of	of	ADP
ajis02-2541	71	8	business	business	NOUN
ajis02-2541	71	9	metrics	metric	NOUN
ajis02-2541	71	10	associated	associate	VERB
ajis02-2541	71	11	with	with	ADP
ajis02-2541	71	12	various	various	ADJ
ajis02-2541	71	13	dimensional	dimensional	ADJ
ajis02-2541	71	14	stores	store	NOUN
ajis02-2541	71	15	.	.	PUNCT
ajis02-2541	72	1	when	when	SCONJ
ajis02-2541	72	2	it	it	PRON
ajis02-2541	72	3	comes	come	VERB
ajis02-2541	72	4	to	to	ADP
ajis02-2541	72	5	performance	performance	NOUN
ajis02-2541	72	6	,	,	PUNCT
ajis02-2541	72	7	rdbms	rdbms	NOUN
ajis02-2541	72	8	could	could	AUX
ajis02-2541	72	9	scale	scale	VERB
ajis02-2541	72	10	up	up	ADP
ajis02-2541	72	11	very	very	ADV
ajis02-2541	72	12	well	well	ADV
ajis02-2541	72	13	,	,	PUNCT
ajis02-2541	72	14	but	but	CCONJ
ajis02-2541	72	15	always	always	ADV
ajis02-2541	72	16	with	with	ADP
ajis02-2541	72	17	an	an	DET
ajis02-2541	72	18	associated	associated	ADJ
ajis02-2541	72	19	cost	cost	NOUN
ajis02-2541	72	20	.	.	PUNCT
ajis02-2541	73	1	the	the	DET
ajis02-2541	73	2	initial	initial	ADJ
ajis02-2541	73	3	investment	investment	NOUN
ajis02-2541	73	4	needed	need	VERB
ajis02-2541	73	5	for	for	ADP
ajis02-2541	73	6	rdbms	rdbms	NOUN
ajis02-2541	73	7	is	be	AUX
ajis02-2541	73	8	high	high	ADJ
ajis02-2541	73	9	as	as	SCONJ
ajis02-2541	73	10	one	one	NUM
ajis02-2541	73	11	has	have	VERB
ajis02-2541	73	12	to	to	PART
ajis02-2541	73	13	pay	pay	VERB
ajis02-2541	73	14	for	for	ADP
ajis02-2541	73	15	both	both	DET
ajis02-2541	73	16	software	software	NOUN
ajis02-2541	73	17	systems	system	NOUN
ajis02-2541	73	18	such	such	ADJ
ajis02-2541	73	19	as	as	ADP
ajis02-2541	73	20	oracle	oracle	NOUN
ajis02-2541	73	21	,	,	PUNCT
ajis02-2541	73	22	and	and	CCONJ
ajis02-2541	73	23	high	high	ADJ
ajis02-2541	73	24	-	-	PUNCT
ajis02-2541	73	25	end	end	NOUN
ajis02-2541	73	26	servers	server	NOUN
ajis02-2541	73	27	with	with	ADP
ajis02-2541	73	28	excellent	excellent	ADJ
ajis02-2541	73	29	processing	processing	NOUN
ajis02-2541	73	30	capabilities	capability	NOUN
ajis02-2541	73	31	.	.	PUNCT
ajis02-2541	74	1	if	if	SCONJ
ajis02-2541	74	2	one	one	PRON
ajis02-2541	74	3	uses	use	VERB
ajis02-2541	74	4	rdbms	rdbms	NOUN
ajis02-2541	74	5	for	for	ADP
ajis02-2541	74	6	storing	store	VERB
ajis02-2541	74	7	some	some	DET
ajis02-2541	74	8	reasonably	reasonably	ADV
ajis02-2541	74	9	common	common	ADJ
ajis02-2541	74	10	forms	form	NOUN
ajis02-2541	74	11	of	of	ADP
ajis02-2541	74	12	data	datum	NOUN
ajis02-2541	74	13	like	like	ADP
ajis02-2541	74	14	storing	store	VERB
ajis02-2541	74	15	the	the	DET
ajis02-2541	74	16	content	content	NOUN
ajis02-2541	74	17	from	from	ADP
ajis02-2541	74	18	channels	channel	NOUN
ajis02-2541	74	19	such	such	ADJ
ajis02-2541	74	20	as	as	ADP
ajis02-2541	74	21	sm	sm	PROPN
ajis02-2541	74	22	,	,	PUNCT
ajis02-2541	74	23	articles	article	NOUN
ajis02-2541	74	24	,	,	PUNCT
ajis02-2541	74	25	blogs	blog	NOUN
ajis02-2541	74	26	,	,	PUNCT
ajis02-2541	74	27	forums	forum	NOUN
ajis02-2541	74	28	,	,	PUNCT
ajis02-2541	74	29	to	to	PART
ajis02-2541	74	30	identify	identify	VERB
ajis02-2541	74	31	prospects	prospect	NOUN
ajis02-2541	74	32	in	in	ADP
ajis02-2541	74	33	various	various	ADJ
ajis02-2541	74	34	domains	domain	NOUN
ajis02-2541	74	35	,	,	PUNCT
ajis02-2541	74	36	it	it	PRON
ajis02-2541	74	37	will	will	AUX
ajis02-2541	74	38	result	result	VERB
ajis02-2541	74	39	in	in	ADP
ajis02-2541	74	40	processing	process	VERB
ajis02-2541	74	41	heavy	heavy	ADJ
ajis02-2541	74	42	-	-	PUNCT
ajis02-2541	74	43	duty	duty	NOUN
ajis02-2541	74	44	data	datum	NOUN
ajis02-2541	74	45	.	.	PUNCT
ajis02-2541	75	1	while	while	SCONJ
ajis02-2541	75	2	using	use	VERB
ajis02-2541	75	3	rdbms	rdbms	NOUN
ajis02-2541	75	4	for	for	ADP
ajis02-2541	75	5	this	this	DET
ajis02-2541	75	6	purpose	purpose	NOUN
ajis02-2541	75	7	,	,	PUNCT
ajis02-2541	75	8	one	one	PRON
ajis02-2541	75	9	would	would	AUX
ajis02-2541	75	10	run	run	VERB
ajis02-2541	75	11	into	into	ADP
ajis02-2541	75	12	issues	issue	NOUN
ajis02-2541	75	13	on	on	ADP
ajis02-2541	75	14	cost	cost	NOUN
ajis02-2541	75	15	,	,	PUNCT
ajis02-2541	75	16	performance	performance	NOUN
ajis02-2541	75	17	,	,	PUNCT
ajis02-2541	75	18	scalability	scalability	NOUN
ajis02-2541	75	19	,	,	PUNCT
ajis02-2541	75	20	and	and	CCONJ
ajis02-2541	75	21	even	even	ADV
ajis02-2541	75	22	on	on	ADP
ajis02-2541	75	23	building	build	VERB
ajis02-2541	75	24	complex	complex	ADJ
ajis02-2541	75	25	programming	programming	NOUN
ajis02-2541	75	26	logic	logic	NOUN
ajis02-2541	75	27	for	for	ADP
ajis02-2541	75	28	text	text	NOUN
ajis02-2541	75	29	processing	processing	NOUN
ajis02-2541	75	30	.	.	PUNCT
ajis02-2541	76	1	the	the	DET
ajis02-2541	76	2	applications	application	NOUN
ajis02-2541	76	3	using	use	VERB
ajis02-2541	76	4	a	a	DET
ajis02-2541	76	5	massive	massive	ADJ
ajis02-2541	76	6	amount	amount	NOUN
ajis02-2541	76	7	of	of	ADP
ajis02-2541	76	8	unstructured	unstructured	ADJ
ajis02-2541	76	9	data	datum	NOUN
ajis02-2541	76	10	streaming	streaming	NOUN
ajis02-2541	76	11	on	on	ADP
ajis02-2541	76	12	a	a	DET
ajis02-2541	76	13	real	real	ADJ
ajis02-2541	76	14	-	-	PUNCT
ajis02-2541	76	15	time	time	NOUN
ajis02-2541	76	16	basis	basis	NOUN
ajis02-2541	76	17	would	would	AUX
ajis02-2541	76	18	need	need	VERB
ajis02-2541	76	19	a	a	DET
ajis02-2541	76	20	scalable	scalable	ADJ
ajis02-2541	76	21	system	system	NOUN
ajis02-2541	76	22	with	with	ADP
ajis02-2541	76	23	extensive	extensive	ADJ
ajis02-2541	76	24	storage	storage	NOUN
ajis02-2541	76	25	and	and	CCONJ
ajis02-2541	76	26	high	high	ADJ
ajis02-2541	76	27	availability	availability	NOUN
ajis02-2541	76	28	(	(	PUNCT
ajis02-2541	76	29	rocha	rocha	PROPN
ajis02-2541	76	30	et	et	PROPN
ajis02-2541	76	31	al	al	PROPN
ajis02-2541	76	32	.	.	PROPN
ajis02-2541	76	33	,	,	PUNCT
ajis02-2541	76	34	2015	2015	NUM
ajis02-2541	76	35	)	)	PUNCT
ajis02-2541	76	36	.	.	PUNCT
ajis02-2541	77	1	rdbms	rdbms	NOUN
ajis02-2541	77	2	support	support	NOUN
ajis02-2541	77	3	scaling	scaling	NOUN
ajis02-2541	77	4	-	-	PUNCT
ajis02-2541	77	5	up	up	NOUN
ajis02-2541	77	6	vertically	vertically	ADV
ajis02-2541	77	7	by	by	ADP
ajis02-2541	77	8	moving	move	VERB
ajis02-2541	77	9	the	the	DET
ajis02-2541	77	10	database	database	NOUN
ajis02-2541	77	11	to	to	ADP
ajis02-2541	77	12	a	a	DET
ajis02-2541	77	13	machine	machine	NOUN
ajis02-2541	77	14	with	with	ADP
ajis02-2541	77	15	better	well	ADJ
ajis02-2541	77	16	hardware	hardware	NOUN
ajis02-2541	77	17	,	,	PUNCT
ajis02-2541	77	18	resulting	result	VERB
ajis02-2541	77	19	in	in	ADP
ajis02-2541	77	20	additional	additional	ADJ
ajis02-2541	77	21	cost	cost	NOUN
ajis02-2541	77	22	.	.	PUNCT
ajis02-2541	78	1	the	the	DET
ajis02-2541	78	2	sources	source	NOUN
ajis02-2541	78	3	of	of	ADP
ajis02-2541	78	4	data	datum	NOUN
ajis02-2541	78	5	such	such	ADJ
ajis02-2541	78	6	as	as	ADP
ajis02-2541	78	7	real	real	ADJ
ajis02-2541	78	8	-	-	PUNCT
ajis02-2541	78	9	time	time	NOUN
ajis02-2541	78	10	feeds	feed	NOUN
ajis02-2541	78	11	and	and	CCONJ
ajis02-2541	78	12	sm	sm	PROPN
ajis02-2541	78	13	warrant	warrant	VERB
ajis02-2541	78	14	a	a	DET
ajis02-2541	78	15	new	new	ADJ
ajis02-2541	78	16	type	type	NOUN
ajis02-2541	78	17	of	of	ADP
ajis02-2541	78	18	system	system	NOUN
ajis02-2541	78	19	called	call	VERB
ajis02-2541	78	20	nosql	nosql	NOUN
ajis02-2541	78	21	that	that	PRON
ajis02-2541	78	22	facilitates	facilitate	VERB
ajis02-2541	78	23	scaling	scaling	NOUN
ajis02-2541	78	24	-	-	PUNCT
ajis02-2541	78	25	up	up	ADP
ajis02-2541	78	26	horizontally	horizontally	ADV
ajis02-2541	78	27	(	(	PUNCT
ajis02-2541	78	28	or	or	CCONJ
ajis02-2541	78	29	scaling	scaling	NOUN
ajis02-2541	78	30	-	-	PUNCT
ajis02-2541	78	31	out	out	NOUN
ajis02-2541	78	32	)	)	PUNCT
ajis02-2541	78	33	by	by	ADP
ajis02-2541	78	34	adding	add	VERB
ajis02-2541	78	35	more	more	ADJ
ajis02-2541	78	36	low	low	ADJ
ajis02-2541	78	37	-	-	PUNCT
ajis02-2541	78	38	cost	cost	NOUN
ajis02-2541	78	39	machines	machine	NOUN
ajis02-2541	78	40	or	or	CCONJ
ajis02-2541	78	41	commodity	commodity	NOUN
ajis02-2541	78	42	servers	server	NOUN
ajis02-2541	78	43	(	(	PUNCT
ajis02-2541	78	44	pavlo	pavlo	PROPN
ajis02-2541	78	45	&	&	CCONJ
ajis02-2541	78	46	aslett	aslett	PROPN
ajis02-2541	78	47	,	,	PUNCT
ajis02-2541	78	48	2016	2016	NUM
ajis02-2541	78	49	)	)	PUNCT
ajis02-2541	78	50	.	.	PUNCT
ajis02-2541	79	1	2.3	2.3	NUM
ajis02-2541	79	2	‘	'	PUNCT
ajis02-2541	79	3	not	not	PART
ajis02-2541	79	4	only	only	ADV
ajis02-2541	79	5	sql	sql	NOUN
ajis02-2541	79	6	or	or	CCONJ
ajis02-2541	79	7	nosql	nosql	NOUN
ajis02-2541	79	8	’	'	PUNCT
ajis02-2541	79	9	–	–	PUNCT
ajis02-2541	79	10	a	a	DET
ajis02-2541	79	11	schema	schema	NOUN
ajis02-2541	79	12	-	-	PUNCT
ajis02-2541	79	13	less	less	ADJ
ajis02-2541	79	14	database	database	NOUN
ajis02-2541	79	15	solution	solution	NOUN
ajis02-2541	79	16	with	with	ADP
ajis02-2541	79	17	the	the	DET
ajis02-2541	79	18	arrival	arrival	NOUN
ajis02-2541	79	19	of	of	ADP
ajis02-2541	79	20	web	web	NOUN
ajis02-2541	79	21	2.0	2.0	NUM
ajis02-2541	79	22	and	and	CCONJ
ajis02-2541	79	23	web	web	NOUN
ajis02-2541	79	24	3.0	3.0	NUM
ajis02-2541	79	25	,	,	PUNCT
ajis02-2541	79	26	different	different	ADJ
ajis02-2541	79	27	types	type	NOUN
ajis02-2541	79	28	of	of	ADP
ajis02-2541	79	29	data	datum	NOUN
ajis02-2541	79	30	formats	format	NOUN
ajis02-2541	79	31	and	and	CCONJ
ajis02-2541	79	32	various	various	ADJ
ajis02-2541	79	33	data	datum	NOUN
ajis02-2541	79	34	channels	channel	NOUN
ajis02-2541	79	35	emerged	emerge	VERB
ajis02-2541	79	36	,	,	PUNCT
ajis02-2541	79	37	and	and	CCONJ
ajis02-2541	79	38	this	this	DET
ajis02-2541	79	39	new	new	ADJ
ajis02-2541	79	40	paradigm	paradigm	NOUN
ajis02-2541	79	41	warranted	warrant	VERB
ajis02-2541	79	42	for	for	ADP
ajis02-2541	79	43	a	a	DET
ajis02-2541	79	44	different	different	ADJ
ajis02-2541	79	45	approach	approach	NOUN
ajis02-2541	79	46	for	for	ADP
ajis02-2541	79	47	data	datum	NOUN
ajis02-2541	79	48	storage	storage	NOUN
ajis02-2541	79	49	and	and	CCONJ
ajis02-2541	79	50	retrieval	retrieval	NOUN
ajis02-2541	79	51	.	.	PUNCT
ajis02-2541	80	1	the	the	DET
ajis02-2541	80	2	modified	modify	VERB
ajis02-2541	80	3	approach	approach	NOUN
ajis02-2541	80	4	to	to	ADP
ajis02-2541	80	5	storing	store	VERB
ajis02-2541	80	6	data	datum	NOUN
ajis02-2541	80	7	in	in	ADP
ajis02-2541	80	8	nosql	nosql	NOUN
ajis02-2541	80	9	is	be	AUX
ajis02-2541	80	10	called	call	VERB
ajis02-2541	80	11	cap	cap	NOUN
ajis02-2541	80	12	.	.	PUNCT
ajis02-2541	81	1	cap	cap	NOUN
ajis02-2541	81	2	deals	deal	NOUN
ajis02-2541	81	3	with	with	ADP
ajis02-2541	81	4	data	datum	NOUN
ajis02-2541	81	5	consistency	consistency	NOUN
ajis02-2541	81	6	data	datum	NOUN
ajis02-2541	81	7	being	be	AUX
ajis02-2541	81	8	correct	correct	ADJ
ajis02-2541	81	9	all	all	DET
ajis02-2541	81	10	the	the	DET
ajis02-2541	81	11	time	time	NOUN
ajis02-2541	81	12	,	,	PUNCT
ajis02-2541	81	13	data	datum	NOUN
ajis02-2541	81	14	availability	availability	NOUN
ajis02-2541	81	15	reading	reading	NOUN
ajis02-2541	81	16	and	and	CCONJ
ajis02-2541	81	17	writing	write	VERB
ajis02-2541	81	18	data	datum	NOUN
ajis02-2541	81	19	all	all	DET
ajis02-2541	81	20	the	the	DET
ajis02-2541	81	21	time	time	NOUN
ajis02-2541	81	22	,	,	PUNCT
ajis02-2541	81	23	and	and	CCONJ
ajis02-2541	81	24	partition	partition	NOUN
ajis02-2541	81	25	tolerance	tolerance	NOUN
ajis02-2541	81	26	no	no	DET
ajis02-2541	81	27	complete	complete	ADJ
ajis02-2541	81	28	failure	failure	NOUN
ajis02-2541	81	29	of	of	ADP
ajis02-2541	81	30	the	the	DET
ajis02-2541	81	31	system	system	NOUN
ajis02-2541	81	32	,	,	PUNCT
ajis02-2541	81	33	and	and	CCONJ
ajis02-2541	81	34	the	the	DET
ajis02-2541	81	35	system	system	NOUN
ajis02-2541	81	36	becomes	become	VERB
ajis02-2541	81	37	consistent	consistent	ADJ
ajis02-2541	81	38	when	when	SCONJ
ajis02-2541	81	39	it	it	PRON
ajis02-2541	81	40	comes	come	VERB
ajis02-2541	81	41	online	online	ADV
ajis02-2541	81	42	.	.	PUNCT
ajis02-2541	82	1	the	the	DET
ajis02-2541	82	2	type	type	NOUN
ajis02-2541	82	3	of	of	ADP
ajis02-2541	82	4	systems	system	NOUN
ajis02-2541	82	5	based	base	VERB
ajis02-2541	82	6	on	on	ADP
ajis02-2541	82	7	cap	cap	NOUN
ajis02-2541	82	8	is	be	AUX
ajis02-2541	82	9	not	not	PART
ajis02-2541	82	10	acid	acid	ADJ
ajis02-2541	82	11	and	and	CCONJ
ajis02-2541	82	12	called	call	VERB
ajis02-2541	82	13	base	base	NOUN
ajis02-2541	82	14	systems	system	NOUN
ajis02-2541	82	15	(	(	PUNCT
ajis02-2541	82	16	pokorny	pokorny	PROPN
ajis02-2541	82	17	,	,	PUNCT
ajis02-2541	82	18	2013	2013	NUM
ajis02-2541	82	19	)	)	PUNCT
ajis02-2541	82	20	.	.	PUNCT
ajis02-2541	83	1	base	base	NOUN
ajis02-2541	83	2	reflects	reflect	VERB
ajis02-2541	83	3	the	the	DET
ajis02-2541	83	4	features	feature	NOUN
ajis02-2541	83	5	of	of	ADP
ajis02-2541	83	6	nosql	nosql	ADJ
ajis02-2541	83	7	systems	system	NOUN
ajis02-2541	83	8	that	that	PRON
ajis02-2541	83	9	include	include	VERB
ajis02-2541	83	10	basic	basic	ADJ
ajis02-2541	83	11	-	-	PUNCT
ajis02-2541	83	12	availability	availability	NOUN
ajis02-2541	83	13	,	,	PUNCT
ajis02-2541	83	14	soft	soft	ADJ
ajis02-2541	83	15	-	-	PUNCT
ajis02-2541	83	16	state	state	NOUN
ajis02-2541	83	17	,	,	PUNCT
ajis02-2541	83	18	and	and	CCONJ
ajis02-2541	83	19	eventual	eventual	ADJ
ajis02-2541	83	20	-	-	PUNCT
ajis02-2541	83	21	consistency	consistency	NOUN
ajis02-2541	83	22	.	.	PUNCT
ajis02-2541	84	1	the	the	DET
ajis02-2541	84	2	critical	critical	ADJ
ajis02-2541	84	3	feature	feature	NOUN
ajis02-2541	84	4	of	of	ADP
ajis02-2541	84	5	nosql	nosql	ADJ
ajis02-2541	84	6	system	system	NOUN
ajis02-2541	84	7	is	be	AUX
ajis02-2541	84	8	that	that	SCONJ
ajis02-2541	84	9	it	it	PRON
ajis02-2541	84	10	sacrifices	sacrifice	VERB
ajis02-2541	84	11	robust	robust	ADJ
ajis02-2541	84	12	transactional	transactional	ADJ
ajis02-2541	84	13	guarantees	guarantee	NOUN
ajis02-2541	84	14	and	and	CCONJ
ajis02-2541	84	15	data	datum	NOUN
ajis02-2541	84	16	models	model	NOUN
ajis02-2541	84	17	of	of	ADP
ajis02-2541	84	18	rdbms	rdbms	NOUN
ajis02-2541	84	19	in	in	ADP
ajis02-2541	84	20	favour	favour	NOUN
ajis02-2541	84	21	of	of	ADP
ajis02-2541	84	22	eventual	eventual	ADJ
ajis02-2541	84	23	consistency	consistency	NOUN
ajis02-2541	84	24	and	and	CCONJ
ajis02-2541	84	25	more	more	ADV
ajis02-2541	84	26	flexible	flexible	ADJ
ajis02-2541	84	27	data	data	NOUN
ajis02-2541	84	28	models	model	NOUN
ajis02-2541	84	29	such	such	ADJ
ajis02-2541	84	30	as	as	ADP
ajis02-2541	84	31	key	key	ADJ
ajis02-2541	84	32	-	-	PUNCT
ajis02-2541	84	33	value	value	NOUN
ajis02-2541	84	34	pairs	pair	NOUN
ajis02-2541	84	35	,	,	PUNCT
ajis02-2541	84	36	document	document	NOUN
ajis02-2541	84	37	-	-	PUNCT
ajis02-2541	84	38	stores	store	NOUN
ajis02-2541	84	39	,	,	PUNCT
ajis02-2541	84	40	columnar	columnar	ADJ
ajis02-2541	84	41	stores	store	NOUN
ajis02-2541	84	42	,	,	PUNCT
ajis02-2541	84	43	graph	graph	NOUN
ajis02-2541	84	44	databases	database	NOUN
ajis02-2541	84	45	and	and	CCONJ
ajis02-2541	84	46	likes	like	NOUN
ajis02-2541	84	47	(	(	PUNCT
ajis02-2541	84	48	pavlo	pavlo	PROPN
ajis02-2541	84	49	&	&	CCONJ
ajis02-2541	84	50	aslett	aslett	PROPN
ajis02-2541	84	51	,	,	PUNCT
ajis02-2541	84	52	2016	2016	NUM
ajis02-2541	84	53	)	)	PUNCT
ajis02-2541	84	54	.	.	PUNCT
ajis02-2541	85	1	performance	performance	NOUN
ajis02-2541	85	2	and	and	CCONJ
ajis02-2541	85	3	flexibility	flexibility	NOUN
ajis02-2541	85	4	are	be	AUX
ajis02-2541	85	5	the	the	DET
ajis02-2541	85	6	two	two	NUM
ajis02-2541	85	7	critical	critical	ADJ
ajis02-2541	85	8	reasons	reason	NOUN
ajis02-2541	85	9	for	for	SCONJ
ajis02-2541	85	10	firms	firm	NOUN
ajis02-2541	85	11	to	to	PART
ajis02-2541	85	12	move	move	VERB
ajis02-2541	85	13	to	to	ADP
ajis02-2541	85	14	nosql	nosql	ADJ
ajis02-2541	85	15	systems	system	NOUN
ajis02-2541	85	16	(	(	PUNCT
ajis02-2541	85	17	lourenço	lourenço	X
ajis02-2541	85	18	,	,	PUNCT
ajis02-2541	85	19	cabral	cabral	PROPN
ajis02-2541	85	20	,	,	PUNCT
ajis02-2541	85	21	carreiro	carreiro	PROPN
ajis02-2541	85	22	,	,	PUNCT
ajis02-2541	85	23	vieira	vieira	NOUN
ajis02-2541	85	24	,	,	PUNCT
ajis02-2541	85	25	&	&	CCONJ
ajis02-2541	85	26	bernardino	bernardino	PROPN
ajis02-2541	85	27	,	,	PUNCT
ajis02-2541	85	28	2015	2015	NUM
ajis02-2541	85	29	)	)	PUNCT
ajis02-2541	85	30	.	.	PUNCT
ajis02-2541	86	1	performance	performance	NOUN
ajis02-2541	86	2	is	be	AUX
ajis02-2541	86	3	focused	focus	VERB
ajis02-2541	86	4	on	on	ADP
ajis02-2541	86	5	sharing	share	VERB
ajis02-2541	86	6	and	and	CCONJ
ajis02-2541	86	7	managing	manage	VERB
ajis02-2541	86	8	distributed	distribute	VERB
ajis02-2541	86	9	data	datum	NOUN
ajis02-2541	86	10	,	,	PUNCT
ajis02-2541	86	11	and	and	CCONJ
ajis02-2541	86	12	flexibility	flexibility	NOUN
ajis02-2541	86	13	is	be	AUX
ajis02-2541	86	14	the	the	DET
ajis02-2541	86	15	ability	ability	NOUN
ajis02-2541	86	16	to	to	PART
ajis02-2541	86	17	handle	handle	VERB
ajis02-2541	86	18	different	different	ADJ
ajis02-2541	86	19	types	type	NOUN
ajis02-2541	86	20	of	of	ADP
ajis02-2541	86	21	data	datum	NOUN
ajis02-2541	86	22	such	such	ADJ
ajis02-2541	86	23	as	as	ADP
ajis02-2541	86	24	unstructured	unstructured	ADJ
ajis02-2541	86	25	and	and	CCONJ
ajis02-2541	86	26	semi	semi	ADJ
ajis02-2541	86	27	-	-	ADJ
ajis02-2541	86	28	structured	structured	ADJ
ajis02-2541	86	29	data	datum	NOUN
ajis02-2541	86	30	that	that	PRON
ajis02-2541	86	31	may	may	AUX
ajis02-2541	86	32	arise	arise	VERB
ajis02-2541	86	33	on	on	ADP
ajis02-2541	86	34	the	the	DET
ajis02-2541	86	35	web	web	NOUN
ajis02-2541	86	36	.	.	PUNCT
ajis02-2541	87	1	in	in	ADP
ajis02-2541	87	2	the	the	DET
ajis02-2541	87	3	base	base	NOUN
ajis02-2541	87	4	model	model	NOUN
ajis02-2541	87	5	,	,	PUNCT
ajis02-2541	87	6	the	the	DET
ajis02-2541	87	7	main	main	ADJ
ajis02-2541	87	8	emphasis	emphasis	NOUN
ajis02-2541	87	9	is	be	AUX
ajis02-2541	87	10	on	on	ADP
ajis02-2541	87	11	data	data	NOUN
ajis02-2541	87	12	availability	availability	NOUN
ajis02-2541	87	13	despite	despite	SCONJ
ajis02-2541	87	14	multiple	multiple	ADJ
ajis02-2541	87	15	system	system	NOUN
ajis02-2541	87	16	failures	failure	NOUN
ajis02-2541	87	17	.	.	PUNCT
ajis02-2541	88	1	nosql	nosql	ADJ
ajis02-2541	88	2	databases	database	NOUN
ajis02-2541	88	3	spread	spread	VERB
ajis02-2541	88	4	data	datum	NOUN
ajis02-2541	88	5	across	across	ADP
ajis02-2541	88	6	many	many	ADJ
ajis02-2541	88	7	storage	storage	NOUN
ajis02-2541	88	8	systems	system	NOUN
ajis02-2541	88	9	with	with	ADP
ajis02-2541	88	10	a	a	DET
ajis02-2541	88	11	high	high	ADJ
ajis02-2541	88	12	degree	degree	NOUN
ajis02-2541	88	13	of	of	ADP
ajis02-2541	88	14	replication	replication	NOUN
ajis02-2541	88	15	.	.	PUNCT
ajis02-2541	89	1	nosql	nosql	ADJ
ajis02-2541	89	2	solutions	solution	NOUN
ajis02-2541	89	3	operate	operate	VERB
ajis02-2541	89	4	similarly	similarly	ADV
ajis02-2541	89	5	as	as	ADP
ajis02-2541	89	6	other	other	ADJ
ajis02-2541	89	7	distributed	distribute	VERB
ajis02-2541	89	8	systems	system	NOUN
ajis02-2541	89	9	,	,	PUNCT
ajis02-2541	89	10	providing	provide	VERB
ajis02-2541	89	11	critical	critical	ADJ
ajis02-2541	89	12	features	feature	NOUN
ajis02-2541	89	13	such	such	ADJ
ajis02-2541	89	14	as	as	ADP
ajis02-2541	89	15	scalability	scalability	NOUN
ajis02-2541	89	16	,	,	PUNCT
ajis02-2541	89	17	concurrency	concurrency	NOUN
ajis02-2541	89	18	,	,	PUNCT
ajis02-2541	89	19	data	datum	NOUN
ajis02-2541	89	20	fail	fail	NOUN
ajis02-2541	89	21	-	-	PUNCT
ajis02-2541	89	22	over	over	NOUN
ajis02-2541	89	23	and	and	CCONJ
ajis02-2541	89	24	recovery	recovery	NOUN
ajis02-2541	89	25	,	,	PUNCT
ajis02-2541	89	26	and	and	CCONJ
ajis02-2541	89	27	data	datum	NOUN
ajis02-2541	89	28	security	security	NOUN
ajis02-2541	89	29	.	.	PUNCT
ajis02-2541	90	1	the	the	DET
ajis02-2541	90	2	storage	storage	NOUN
ajis02-2541	90	3	failures	failure	NOUN
ajis02-2541	90	4	do	do	AUX
ajis02-2541	90	5	not	not	PART
ajis02-2541	90	6	necessarily	necessarily	ADV
ajis02-2541	90	7	result	result	VERB
ajis02-2541	90	8	in	in	ADP
ajis02-2541	90	9	a	a	DET
ajis02-2541	90	10	complete	complete	ADJ
ajis02-2541	90	11	outage	outage	NOUN
ajis02-2541	90	12	of	of	ADP
ajis02-2541	90	13	the	the	DET
ajis02-2541	90	14	system	system	NOUN
ajis02-2541	90	15	.	.	PUNCT
ajis02-2541	91	1	in	in	ADP
ajis02-2541	91	2	rdbms	rdbms	NOUN
ajis02-2541	91	3	,	,	PUNCT
ajis02-2541	91	4	data	datum	NOUN
ajis02-2541	91	5	is	be	AUX
ajis02-2541	91	6	organized	organize	VERB
ajis02-2541	91	7	in	in	ADP
ajis02-2541	91	8	the	the	DET
ajis02-2541	91	9	form	form	NOUN
ajis02-2541	91	10	of	of	ADP
ajis02-2541	91	11	database	database	NOUN
ajis02-2541	91	12	tables	table	NOUN
ajis02-2541	91	13	,	,	PUNCT
ajis02-2541	91	14	whereas	whereas	SCONJ
ajis02-2541	91	15	nosql	nosql	ADJ
ajis02-2541	91	16	databases	database	NOUN
ajis02-2541	91	17	use	use	VERB
ajis02-2541	91	18	different	different	ADJ
ajis02-2541	91	19	approaches	approach	NOUN
ajis02-2541	91	20	for	for	ADP
ajis02-2541	91	21	storing	store	VERB
ajis02-2541	91	22	data	datum	NOUN
ajis02-2541	91	23	(	(	PUNCT
ajis02-2541	91	24	sareen	sareen	PROPN
ajis02-2541	91	25	&	&	CCONJ
ajis02-2541	91	26	kumar	kumar	PROPN
ajis02-2541	91	27	,	,	PUNCT
ajis02-2541	91	28	2015	2015	NUM
ajis02-2541	91	29	)	)	PUNCT
ajis02-2541	91	30	.	.	PUNCT
ajis02-2541	92	1	for	for	ADP
ajis02-2541	92	2	example	example	NOUN
ajis02-2541	92	3	,	,	PUNCT
ajis02-2541	92	4	a	a	DET
ajis02-2541	92	5	key	key	ADJ
ajis02-2541	92	6	-	-	PUNCT
ajis02-2541	92	7	value	value	NOUN
ajis02-2541	92	8	nosql	nosql	ADJ
ajis02-2541	92	9	database	database	NOUN
ajis02-2541	92	10	such	such	ADJ
ajis02-2541	92	11	as	as	ADP
ajis02-2541	92	12	mongodb	mongodb	NOUN
ajis02-2541	92	13	stores	store	NOUN
ajis02-2541	92	14	values	value	NOUN
ajis02-2541	92	15	for	for	ADP
ajis02-2541	92	16	each	each	DET
ajis02-2541	92	17	key	key	NOUN
ajis02-2541	92	18	and	and	CCONJ
ajis02-2541	92	19	distributes	distribute	VERB
ajis02-2541	92	20	those	those	DET
ajis02-2541	92	21	values	value	NOUN
ajis02-2541	92	22	across	across	ADP
ajis02-2541	92	23	the	the	DET
ajis02-2541	92	24	database	database	NOUN
ajis02-2541	92	25	to	to	PART
ajis02-2541	92	26	allow	allow	VERB
ajis02-2541	92	27	for	for	ADP
ajis02-2541	92	28	easy	easy	ADJ
ajis02-2541	92	29	and	and	CCONJ
ajis02-2541	92	30	efficient	efficient	ADJ
ajis02-2541	92	31	retrieval	retrieval	NOUN
ajis02-2541	92	32	.	.	PUNCT
ajis02-2541	93	1	the	the	DET
ajis02-2541	93	2	nosql	nosql	ADJ
ajis02-2541	93	3	database	database	NOUN
ajis02-2541	93	4	does	do	AUX
ajis02-2541	93	5	not	not	PART
ajis02-2541	93	6	have	have	VERB
ajis02-2541	93	7	a	a	DET
ajis02-2541	93	8	standard	standard	ADJ
ajis02-2541	93	9	schema	schema	NOUN
ajis02-2541	93	10	or	or	CCONJ
ajis02-2541	93	11	physical	physical	ADJ
ajis02-2541	93	12	model	model	NOUN
ajis02-2541	93	13	that	that	PRON
ajis02-2541	93	14	stores	store	VERB
ajis02-2541	93	15	the	the	DET
ajis02-2541	93	16	meta	meta	NOUN
ajis02-2541	93	17	-	-	PUNCT
ajis02-2541	93	18	data	data	NOUN
ajis02-2541	93	19	for	for	ADP
ajis02-2541	93	20	the	the	DET
ajis02-2541	93	21	data	data	NOUN
ajis02-2541	93	22	elements	element	NOUN
ajis02-2541	93	23	.	.	PUNCT
ajis02-2541	94	1	in	in	ADP
ajis02-2541	94	2	other	other	ADJ
ajis02-2541	94	3	words	word	NOUN
ajis02-2541	94	4	,	,	PUNCT
ajis02-2541	94	5	there	there	PRON
ajis02-2541	94	6	is	be	VERB
ajis02-2541	94	7	no	no	DET
ajis02-2541	94	8	schema	schema	NOUN
ajis02-2541	94	9	available	available	ADJ
ajis02-2541	94	10	for	for	ADP
ajis02-2541	94	11	nosql	nosql	ADJ
ajis02-2541	94	12	databases	database	NOUN
ajis02-2541	94	13	,	,	PUNCT
ajis02-2541	94	14	and	and	CCONJ
ajis02-2541	94	15	they	they	PRON
ajis02-2541	94	16	could	could	AUX
ajis02-2541	94	17	be	be	AUX
ajis02-2541	94	18	categorized	categorize	VERB
ajis02-2541	94	19	as	as	ADP
ajis02-2541	94	20	schema	schema	NOUN
ajis02-2541	94	21	-	-	PUNCT
ajis02-2541	94	22	less	less	ADJ
ajis02-2541	94	23	databases	database	NOUN
ajis02-2541	94	24	.	.	PUNCT
ajis02-2541	95	1	australasian	australasian	ADJ
ajis02-2541	95	2	journal	journal	NOUN
ajis02-2541	95	3	of	of	ADP
ajis02-2541	95	4	information	information	NOUN
ajis02-2541	95	5	systems	system	NOUN
ajis02-2541	95	6	balakrishnan	balakrishnan	PROPN
ajis02-2541	95	7	,	,	PUNCT
ajis02-2541	95	8	das	das	PROPN
ajis02-2541	95	9	&	&	CCONJ
ajis02-2541	95	10	chattopadhyay	chattopadhyay	PROPN
ajis02-2541	95	11	2020	2020	NUM
ajis02-2541	95	12	,	,	PUNCT
ajis02-2541	95	13	vol	vol	NOUN
ajis02-2541	95	14	24	24	NUM
ajis02-2541	95	15	,	,	PUNCT
ajis02-2541	95	16	research	research	NOUN
ajis02-2541	95	17	article	article	NOUN
ajis02-2541	95	18	implementing	implement	VERB
ajis02-2541	95	19	data	datum	NOUN
ajis02-2541	95	20	strategy	strategy	NOUN
ajis02-2541	95	21	6	6	NUM
ajis02-2541	95	22	nosql	nosql	NOUN
ajis02-2541	95	23	systems	system	NOUN
ajis02-2541	95	24	are	be	AUX
ajis02-2541	95	25	highly	highly	ADV
ajis02-2541	95	26	optimized	optimize	VERB
ajis02-2541	95	27	for	for	ADP
ajis02-2541	95	28	storing	store	VERB
ajis02-2541	95	29	high	high	ADJ
ajis02-2541	95	30	volumes	volume	NOUN
ajis02-2541	95	31	of	of	ADP
ajis02-2541	95	32	data	datum	NOUN
ajis02-2541	95	33	and	and	CCONJ
ajis02-2541	95	34	efficient	efficient	ADJ
ajis02-2541	95	35	data	datum	NOUN
ajis02-2541	95	36	retrieval	retrieval	NOUN
ajis02-2541	95	37	.	.	PUNCT
ajis02-2541	96	1	nosql	nosql	ADJ
ajis02-2541	96	2	system	system	NOUN
ajis02-2541	96	3	could	could	AUX
ajis02-2541	96	4	be	be	AUX
ajis02-2541	96	5	a	a	DET
ajis02-2541	96	6	better	well	ADJ
ajis02-2541	96	7	fit	fit	NOUN
ajis02-2541	96	8	for	for	ADP
ajis02-2541	96	9	storing	store	VERB
ajis02-2541	96	10	blogs	blog	NOUN
ajis02-2541	96	11	,	,	PUNCT
ajis02-2541	96	12	articles	article	NOUN
ajis02-2541	96	13	,	,	PUNCT
ajis02-2541	96	14	sm	sm	PROPN
ajis02-2541	96	15	content	content	NOUN
ajis02-2541	96	16	and	and	CCONJ
ajis02-2541	96	17	any	any	DET
ajis02-2541	96	18	unstructured	unstructured	ADJ
ajis02-2541	96	19	data	datum	NOUN
ajis02-2541	96	20	that	that	PRON
ajis02-2541	96	21	does	do	AUX
ajis02-2541	96	22	not	not	PART
ajis02-2541	96	23	fit	fit	VERB
ajis02-2541	96	24	into	into	ADP
ajis02-2541	96	25	a	a	DET
ajis02-2541	96	26	relational	relational	ADJ
ajis02-2541	96	27	database	database	NOUN
ajis02-2541	96	28	table	table	NOUN
ajis02-2541	96	29	.	.	PUNCT
ajis02-2541	97	1	for	for	ADP
ajis02-2541	97	2	nosql	nosql	ADJ
ajis02-2541	97	3	systems	system	NOUN
ajis02-2541	97	4	,	,	PUNCT
ajis02-2541	97	5	developers	developer	NOUN
ajis02-2541	97	6	do	do	AUX
ajis02-2541	97	7	not	not	PART
ajis02-2541	97	8	create	create	VERB
ajis02-2541	97	9	logical	logical	ADJ
ajis02-2541	97	10	data	datum	NOUN
ajis02-2541	97	11	models	model	NOUN
ajis02-2541	97	12	,	,	PUNCT
ajis02-2541	97	13	and	and	CCONJ
ajis02-2541	97	14	hence	hence	ADV
ajis02-2541	97	15	,	,	PUNCT
ajis02-2541	97	16	data	datum	NOUN
ajis02-2541	97	17	is	be	AUX
ajis02-2541	97	18	unconstrained	unconstraine	VERB
ajis02-2541	97	19	(	(	PUNCT
ajis02-2541	97	20	stantic	stantic	ADJ
ajis02-2541	97	21	&	&	CCONJ
ajis02-2541	97	22	pokorny	pokorny	PROPN
ajis02-2541	97	23	,	,	PUNCT
ajis02-2541	97	24	2014	2014	NUM
ajis02-2541	97	25	)	)	PUNCT
ajis02-2541	97	26	.	.	PUNCT
ajis02-2541	98	1	there	there	PRON
ajis02-2541	98	2	are	be	VERB
ajis02-2541	98	3	query	query	NOUN
ajis02-2541	98	4	tools	tool	NOUN
ajis02-2541	98	5	such	such	ADJ
ajis02-2541	98	6	as	as	ADP
ajis02-2541	98	7	xquery	xquery	NOUN
ajis02-2541	98	8	and	and	CCONJ
ajis02-2541	98	9	jsoniq	jsoniq	PROPN
ajis02-2541	98	10	developed	develop	VERB
ajis02-2541	98	11	to	to	PART
ajis02-2541	98	12	support	support	VERB
ajis02-2541	98	13	data	datum	NOUN
ajis02-2541	98	14	retrieval	retrieval	NOUN
ajis02-2541	98	15	from	from	ADP
ajis02-2541	98	16	nosql	nosql	ADJ
ajis02-2541	98	17	systems	system	NOUN
ajis02-2541	98	18	.	.	PUNCT
ajis02-2541	99	1	however	however	ADV
ajis02-2541	99	2	,	,	PUNCT
ajis02-2541	99	3	they	they	PRON
ajis02-2541	99	4	are	be	AUX
ajis02-2541	99	5	not	not	PART
ajis02-2541	99	6	widely	widely	ADV
ajis02-2541	99	7	used	use	VERB
ajis02-2541	99	8	.	.	PUNCT
ajis02-2541	100	1	in	in	ADP
ajis02-2541	100	2	cases	case	NOUN
ajis02-2541	100	3	where	where	SCONJ
ajis02-2541	100	4	nosql	nosql	ADJ
ajis02-2541	100	5	query	query	NOUN
ajis02-2541	100	6	tools	tool	NOUN
ajis02-2541	100	7	are	be	AUX
ajis02-2541	100	8	not	not	PART
ajis02-2541	100	9	used	use	VERB
ajis02-2541	100	10	,	,	PUNCT
ajis02-2541	100	11	the	the	DET
ajis02-2541	100	12	nosql	nosql	ADJ
ajis02-2541	100	13	query	query	NOUN
ajis02-2541	100	14	options	option	NOUN
ajis02-2541	100	15	are	be	AUX
ajis02-2541	100	16	built	build	VERB
ajis02-2541	100	17	into	into	ADP
ajis02-2541	100	18	the	the	DET
ajis02-2541	100	19	application	application	NOUN
ajis02-2541	100	20	layer	layer	NOUN
ajis02-2541	100	21	.	.	PUNCT
ajis02-2541	101	1	nosql	nosql	ADJ
ajis02-2541	101	2	systems	system	NOUN
ajis02-2541	101	3	are	be	AUX
ajis02-2541	101	4	inherently	inherently	ADV
ajis02-2541	101	5	huge	huge	ADJ
ajis02-2541	101	6	in	in	ADP
ajis02-2541	101	7	nature	nature	NOUN
ajis02-2541	101	8	because	because	SCONJ
ajis02-2541	101	9	of	of	ADP
ajis02-2541	101	10	the	the	DET
ajis02-2541	101	11	type	type	NOUN
ajis02-2541	101	12	of	of	ADP
ajis02-2541	101	13	data	datum	NOUN
ajis02-2541	101	14	that	that	PRON
ajis02-2541	101	15	gets	get	AUX
ajis02-2541	101	16	saved	save	VERB
ajis02-2541	101	17	.	.	PUNCT
ajis02-2541	102	1	the	the	DET
ajis02-2541	102	2	usage	usage	NOUN
ajis02-2541	102	3	of	of	ADP
ajis02-2541	102	4	unconstrained	unconstrained	ADJ
ajis02-2541	102	5	data	datum	NOUN
ajis02-2541	102	6	in	in	ADP
ajis02-2541	102	7	nosql	nosql	ADJ
ajis02-2541	102	8	systems	system	NOUN
ajis02-2541	102	9	is	be	AUX
ajis02-2541	102	10	generally	generally	ADV
ajis02-2541	102	11	supported	support	VERB
ajis02-2541	102	12	by	by	ADP
ajis02-2541	102	13	metadata	metadata	NOUN
ajis02-2541	102	14	such	such	ADJ
ajis02-2541	102	15	as	as	ADP
ajis02-2541	102	16	data	datum	NOUN
ajis02-2541	102	17	catalogues	catalogue	NOUN
ajis02-2541	102	18	for	for	ADP
ajis02-2541	102	19	facilitating	facilitate	VERB
ajis02-2541	102	20	efficient	efficient	ADJ
ajis02-2541	102	21	and	and	CCONJ
ajis02-2541	102	22	faster	fast	ADJ
ajis02-2541	102	23	data	datum	NOUN
ajis02-2541	102	24	retrievals	retrieval	NOUN
ajis02-2541	102	25	.	.	PUNCT
ajis02-2541	103	1	nosql	nosql	ADJ
ajis02-2541	103	2	systems	systems	PROPN
ajis02-2541	103	3	complement	complement	NOUN
ajis02-2541	103	4	rdbms	rdbms	NOUN
ajis02-2541	103	5	,	,	PUNCT
ajis02-2541	103	6	and	and	CCONJ
ajis02-2541	103	7	hence	hence	ADV
ajis02-2541	103	8	these	these	DET
ajis02-2541	103	9	systems	system	NOUN
ajis02-2541	103	10	co	co	NOUN
ajis02-2541	103	11	-	-	NOUN
ajis02-2541	103	12	exist	exist	VERB
ajis02-2541	103	13	.	.	PUNCT
ajis02-2541	104	1	the	the	DET
ajis02-2541	104	2	issues	issue	NOUN
ajis02-2541	104	3	associated	associate	VERB
ajis02-2541	104	4	with	with	ADP
ajis02-2541	104	5	rdbms	rdbms	NOUN
ajis02-2541	104	6	,	,	PUNCT
ajis02-2541	104	7	such	such	ADJ
ajis02-2541	104	8	as	as	ADP
ajis02-2541	104	9	data	data	NOUN
ajis02-2541	104	10	model	model	NOUN
ajis02-2541	104	11	change	change	NOUN
ajis02-2541	104	12	management	management	NOUN
ajis02-2541	104	13	,	,	PUNCT
ajis02-2541	104	14	and	and	CCONJ
ajis02-2541	104	15	data	datum	NOUN
ajis02-2541	104	16	integrity	integrity	NOUN
ajis02-2541	104	17	enforcement	enforcement	NOUN
ajis02-2541	104	18	,	,	PUNCT
ajis02-2541	104	19	are	be	AUX
ajis02-2541	104	20	eliminated	eliminate	VERB
ajis02-2541	104	21	in	in	ADP
ajis02-2541	104	22	nosql	nosql	ADJ
ajis02-2541	104	23	systems	system	NOUN
ajis02-2541	104	24	.	.	PUNCT
ajis02-2541	105	1	nosql	nosql	ADJ
ajis02-2541	105	2	systems	system	NOUN
ajis02-2541	105	3	are	be	AUX
ajis02-2541	105	4	useful	useful	ADJ
ajis02-2541	105	5	when	when	SCONJ
ajis02-2541	105	6	the	the	DET
ajis02-2541	105	7	data	datum	NOUN
ajis02-2541	105	8	’s	’s	PART
ajis02-2541	105	9	nature	nature	NOUN
ajis02-2541	105	10	does	do	AUX
ajis02-2541	105	11	not	not	PART
ajis02-2541	105	12	require	require	VERB
ajis02-2541	105	13	a	a	DET
ajis02-2541	105	14	relational	relational	ADJ
ajis02-2541	105	15	data	data	NOUN
ajis02-2541	105	16	model	model	NOUN
ajis02-2541	105	17	(	(	PUNCT
ajis02-2541	105	18	sareen	sareen	PROPN
ajis02-2541	105	19	&	&	CCONJ
ajis02-2541	105	20	kumar	kumar	PROPN
ajis02-2541	105	21	,	,	PUNCT
ajis02-2541	105	22	2015	2015	NUM
ajis02-2541	105	23	)	)	PUNCT
ajis02-2541	105	24	.	.	PUNCT
ajis02-2541	106	1	nosql	nosql	PROPN
ajis02-2541	106	2	systems	system	NOUN
ajis02-2541	106	3	present	present	VERB
ajis02-2541	106	4	a	a	DET
ajis02-2541	106	5	different	different	ADJ
ajis02-2541	106	6	set	set	NOUN
ajis02-2541	106	7	of	of	ADP
ajis02-2541	106	8	issues	issue	NOUN
ajis02-2541	106	9	such	such	ADJ
ajis02-2541	106	10	as	as	ADP
ajis02-2541	106	11	lack	lack	NOUN
ajis02-2541	106	12	of	of	ADP
ajis02-2541	106	13	designer	designer	NOUN
ajis02-2541	106	14	tools	tool	NOUN
ajis02-2541	106	15	to	to	PART
ajis02-2541	106	16	manage	manage	VERB
ajis02-2541	106	17	nosql	nosql	ADJ
ajis02-2541	106	18	systems	system	NOUN
ajis02-2541	106	19	,	,	PUNCT
ajis02-2541	106	20	and	and	CCONJ
ajis02-2541	106	21	lack	lack	NOUN
ajis02-2541	106	22	of	of	ADP
ajis02-2541	106	23	routines	routine	NOUN
ajis02-2541	106	24	or	or	CCONJ
ajis02-2541	106	25	options	option	NOUN
ajis02-2541	106	26	to	to	PART
ajis02-2541	106	27	migrate	migrate	VERB
ajis02-2541	106	28	from	from	ADP
ajis02-2541	106	29	one	one	NUM
ajis02-2541	106	30	nosql	nosql	ADJ
ajis02-2541	106	31	system	system	NOUN
ajis02-2541	106	32	to	to	ADP
ajis02-2541	106	33	another	another	DET
ajis02-2541	106	34	nosql	nosql	ADJ
ajis02-2541	106	35	system	system	NOUN
ajis02-2541	106	36	(	(	PUNCT
ajis02-2541	106	37	mohan	mohan	PROPN
ajis02-2541	106	38	,	,	PUNCT
ajis02-2541	106	39	2013	2013	NUM
ajis02-2541	106	40	)	)	PUNCT
ajis02-2541	106	41	.	.	PUNCT
ajis02-2541	107	1	nosql	nosql	ADJ
ajis02-2541	107	2	systems	system	NOUN
ajis02-2541	107	3	do	do	AUX
ajis02-2541	107	4	not	not	PART
ajis02-2541	107	5	have	have	VERB
ajis02-2541	107	6	any	any	DET
ajis02-2541	107	7	standardized	standardized	ADJ
ajis02-2541	107	8	way	way	NOUN
ajis02-2541	107	9	of	of	ADP
ajis02-2541	107	10	storing	store	VERB
ajis02-2541	107	11	and	and	CCONJ
ajis02-2541	107	12	retrieving	retrieve	VERB
ajis02-2541	107	13	data	datum	NOUN
ajis02-2541	107	14	like	like	ADP
ajis02-2541	107	15	rdbms	rdbms	NOUN
ajis02-2541	107	16	and	and	CCONJ
ajis02-2541	107	17	sql	sql	NOUN
ajis02-2541	107	18	based	base	VERB
ajis02-2541	107	19	systems	system	NOUN
ajis02-2541	107	20	,	,	PUNCT
ajis02-2541	107	21	and	and	CCONJ
ajis02-2541	107	22	hence	hence	ADV
ajis02-2541	107	23	,	,	PUNCT
ajis02-2541	107	24	facilitating	facilitate	VERB
ajis02-2541	107	25	change	change	NOUN
ajis02-2541	107	26	management	management	NOUN
ajis02-2541	107	27	on	on	ADP
ajis02-2541	107	28	nosql	nosql	ADJ
ajis02-2541	107	29	based	base	VERB
ajis02-2541	107	30	systems	system	NOUN
ajis02-2541	107	31	could	could	AUX
ajis02-2541	107	32	be	be	AUX
ajis02-2541	107	33	frightening	frightening	ADJ
ajis02-2541	107	34	(	(	PUNCT
ajis02-2541	107	35	mohan	mohan	PROPN
ajis02-2541	107	36	,	,	PUNCT
ajis02-2541	107	37	2013	2013	NUM
ajis02-2541	107	38	)	)	PUNCT
ajis02-2541	107	39	.	.	PUNCT
ajis02-2541	108	1	nosql	nosql	ADJ
ajis02-2541	108	2	systems	system	NOUN
ajis02-2541	108	3	are	be	AUX
ajis02-2541	108	4	not	not	PART
ajis02-2541	108	5	recommended	recommend	VERB
ajis02-2541	108	6	for	for	ADP
ajis02-2541	108	7	applications	application	NOUN
ajis02-2541	108	8	requiring	require	VERB
ajis02-2541	108	9	functionality	functionality	NOUN
ajis02-2541	108	10	,	,	PUNCT
ajis02-2541	108	11	such	such	ADJ
ajis02-2541	108	12	as	as	ADP
ajis02-2541	108	13	data	datum	NOUN
ajis02-2541	108	14	integrity	integrity	NOUN
ajis02-2541	108	15	and	and	CCONJ
ajis02-2541	108	16	security	security	NOUN
ajis02-2541	108	17	.	.	PUNCT
ajis02-2541	109	1	however	however	ADV
ajis02-2541	109	2	,	,	PUNCT
ajis02-2541	109	3	they	they	PRON
ajis02-2541	109	4	could	could	AUX
ajis02-2541	109	5	be	be	AUX
ajis02-2541	109	6	used	use	VERB
ajis02-2541	109	7	for	for	ADP
ajis02-2541	109	8	analysing	analyse	VERB
ajis02-2541	109	9	high	high	ADJ
ajis02-2541	109	10	volume	volume	NOUN
ajis02-2541	109	11	and	and	CCONJ
ajis02-2541	109	12	real	real	ADJ
ajis02-2541	109	13	-	-	PUNCT
ajis02-2541	109	14	time	time	NOUN
ajis02-2541	109	15	data	datum	NOUN
ajis02-2541	109	16	such	such	ADJ
ajis02-2541	109	17	as	as	ADP
ajis02-2541	109	18	web	web	NOUN
ajis02-2541	109	19	-	-	ADJ
ajis02-2541	109	20	log	log	ADJ
ajis02-2541	109	21	data	datum	NOUN
ajis02-2541	109	22	,	,	PUNCT
ajis02-2541	109	23	and	and	CCONJ
ajis02-2541	109	24	click	click	ADJ
ajis02-2541	109	25	-	-	PUNCT
ajis02-2541	109	26	stream	stream	NOUN
ajis02-2541	109	27	data	datum	NOUN
ajis02-2541	109	28	(	(	PUNCT
ajis02-2541	109	29	stantic	stantic	ADJ
ajis02-2541	109	30	&	&	CCONJ
ajis02-2541	109	31	pokorny	pokorny	PROPN
ajis02-2541	109	32	,	,	PUNCT
ajis02-2541	109	33	2014	2014	NUM
ajis02-2541	109	34	)	)	PUNCT
ajis02-2541	109	35	.	.	PUNCT
ajis02-2541	110	1	nosql	nosql	PROPN
ajis02-2541	110	2	can	can	AUX
ajis02-2541	110	3	not	not	PART
ajis02-2541	110	4	be	be	AUX
ajis02-2541	110	5	used	use	VERB
ajis02-2541	110	6	as	as	ADP
ajis02-2541	110	7	the	the	DET
ajis02-2541	110	8	standard	standard	ADJ
ajis02-2541	110	9	data	datum	NOUN
ajis02-2541	110	10	store	store	NOUN
ajis02-2541	110	11	for	for	ADP
ajis02-2541	110	12	all	all	DET
ajis02-2541	110	13	types	type	NOUN
ajis02-2541	110	14	of	of	ADP
ajis02-2541	110	15	data	datum	NOUN
ajis02-2541	110	16	,	,	PUNCT
ajis02-2541	110	17	and	and	CCONJ
ajis02-2541	110	18	organizations	organization	NOUN
ajis02-2541	110	19	have	have	VERB
ajis02-2541	110	20	to	to	PART
ajis02-2541	110	21	use	use	VERB
ajis02-2541	110	22	nosql	nosql	ADJ
ajis02-2541	110	23	systems	system	NOUN
ajis02-2541	110	24	for	for	ADP
ajis02-2541	110	25	the	the	DET
ajis02-2541	110	26	right	right	ADJ
ajis02-2541	110	27	use	use	NOUN
ajis02-2541	110	28	cases	case	NOUN
ajis02-2541	110	29	to	to	PART
ajis02-2541	110	30	facilitate	facilitate	VERB
ajis02-2541	110	31	efficient	efficient	ADJ
ajis02-2541	110	32	data	datum	NOUN
ajis02-2541	110	33	storage	storage	NOUN
ajis02-2541	110	34	,	,	PUNCT
ajis02-2541	110	35	retrieval	retrieval	NOUN
ajis02-2541	110	36	,	,	PUNCT
ajis02-2541	110	37	and	and	CCONJ
ajis02-2541	110	38	change	change	NOUN
ajis02-2541	110	39	management	management	NOUN
ajis02-2541	110	40	.	.	PUNCT
ajis02-2541	111	1	this	this	DET
ajis02-2541	111	2	study	study	NOUN
ajis02-2541	111	3	attempts	attempt	VERB
ajis02-2541	111	4	to	to	PART
ajis02-2541	111	5	understand	understand	VERB
ajis02-2541	111	6	use	use	NOUN
ajis02-2541	111	7	cases	case	NOUN
ajis02-2541	111	8	relevant	relevant	ADJ
ajis02-2541	111	9	for	for	ADP
ajis02-2541	111	10	nosql	nosql	ADJ
ajis02-2541	111	11	systems	system	NOUN
ajis02-2541	111	12	and	and	CCONJ
ajis02-2541	111	13	how	how	SCONJ
ajis02-2541	111	14	these	these	DET
ajis02-2541	111	15	systems	system	NOUN
ajis02-2541	111	16	could	could	AUX
ajis02-2541	111	17	work	work	VERB
ajis02-2541	111	18	with	with	ADP
ajis02-2541	111	19	existing	exist	VERB
ajis02-2541	111	20	traditional	traditional	ADJ
ajis02-2541	111	21	rdbms	rdbms	NOUN
ajis02-2541	111	22	supporting	support	VERB
ajis02-2541	111	23	online	online	ADJ
ajis02-2541	111	24	transaction	transaction	NOUN
ajis02-2541	111	25	processing	processing	NOUN
ajis02-2541	111	26	(	(	PUNCT
ajis02-2541	111	27	oltp	oltp	NOUN
ajis02-2541	111	28	)	)	PUNCT
ajis02-2541	111	29	solutions	solution	NOUN
ajis02-2541	111	30	.	.	PUNCT
ajis02-2541	112	1	2.4	2.4	NUM
ajis02-2541	112	2	newsql	newsql	NOUN
ajis02-2541	112	3	systems	system	NOUN
ajis02-2541	112	4	newsql	newsql	NOUN
ajis02-2541	112	5	systems	system	NOUN
ajis02-2541	112	6	represent	represent	VERB
ajis02-2541	112	7	a	a	DET
ajis02-2541	112	8	newer	new	ADJ
ajis02-2541	112	9	version	version	NOUN
ajis02-2541	112	10	of	of	ADP
ajis02-2541	112	11	the	the	DET
ajis02-2541	112	12	already	already	ADV
ajis02-2541	112	13	existing	exist	VERB
ajis02-2541	112	14	rdbms	rdbms	NOUN
ajis02-2541	112	15	technologies	technology	NOUN
ajis02-2541	112	16	.	.	PUNCT
ajis02-2541	113	1	newsql	newsql	PROPN
ajis02-2541	113	2	systems	system	NOUN
ajis02-2541	113	3	are	be	AUX
ajis02-2541	113	4	the	the	DET
ajis02-2541	113	5	ones	one	NOUN
ajis02-2541	113	6	that	that	PRON
ajis02-2541	113	7	combine	combine	VERB
ajis02-2541	113	8	the	the	DET
ajis02-2541	113	9	critical	critical	ADJ
ajis02-2541	113	10	features	feature	NOUN
ajis02-2541	113	11	of	of	ADP
ajis02-2541	113	12	both	both	DET
ajis02-2541	113	13	rdbms	rdbms	NOUN
ajis02-2541	113	14	and	and	CCONJ
ajis02-2541	113	15	nosql	nosql	ADJ
ajis02-2541	113	16	systems	system	NOUN
ajis02-2541	113	17	(	(	PUNCT
ajis02-2541	113	18	pavlo	pavlo	PROPN
ajis02-2541	113	19	&	&	CCONJ
ajis02-2541	113	20	aslett	aslett	PROPN
ajis02-2541	113	21	,	,	PUNCT
ajis02-2541	113	22	2016	2016	NUM
ajis02-2541	113	23	)	)	PUNCT
ajis02-2541	113	24	.	.	PUNCT
ajis02-2541	114	1	newsql	newsql	PROPN
ajis02-2541	114	2	systems	system	NOUN
ajis02-2541	114	3	are	be	AUX
ajis02-2541	114	4	based	base	VERB
ajis02-2541	114	5	on	on	ADP
ajis02-2541	114	6	distributed	distribute	VERB
ajis02-2541	114	7	architecture	architecture	NOUN
ajis02-2541	114	8	operating	operate	VERB
ajis02-2541	114	9	on	on	ADP
ajis02-2541	114	10	shared	share	VERB
ajis02-2541	114	11	-	-	PUNCT
ajis02-2541	114	12	nothing	nothing	PRON
ajis02-2541	114	13	resources	resource	NOUN
ajis02-2541	114	14	and	and	CCONJ
ajis02-2541	114	15	contain	contain	VERB
ajis02-2541	114	16	components	component	NOUN
ajis02-2541	114	17	to	to	PART
ajis02-2541	114	18	support	support	VERB
ajis02-2541	114	19	multi	multi	ADJ
ajis02-2541	114	20	-	-	ADJ
ajis02-2541	114	21	node	node	ADJ
ajis02-2541	114	22	concurrency	concurrency	NOUN
ajis02-2541	114	23	control	control	NOUN
ajis02-2541	114	24	,	,	PUNCT
ajis02-2541	114	25	fault	fault	VERB
ajis02-2541	114	26	tolerance	tolerance	NOUN
ajis02-2541	114	27	through	through	ADP
ajis02-2541	114	28	replication	replication	NOUN
ajis02-2541	114	29	,	,	PUNCT
ajis02-2541	114	30	and	and	CCONJ
ajis02-2541	114	31	distributed	distribute	VERB
ajis02-2541	114	32	query	query	NOUN
ajis02-2541	114	33	processing	processing	NOUN
ajis02-2541	114	34	(	(	PUNCT
ajis02-2541	114	35	pavlo	pavlo	PROPN
ajis02-2541	114	36	&	&	CCONJ
ajis02-2541	114	37	aslett	aslett	PROPN
ajis02-2541	114	38	,	,	PUNCT
ajis02-2541	114	39	2016	2016	NUM
ajis02-2541	114	40	)	)	PUNCT
ajis02-2541	114	41	.	.	PUNCT
ajis02-2541	115	1	this	this	PRON
ajis02-2541	115	2	includes	include	VERB
ajis02-2541	115	3	cloud	cloud	NOUN
ajis02-2541	115	4	computing	computing	NOUN
ajis02-2541	115	5	providers	provider	NOUN
ajis02-2541	115	6	that	that	PRON
ajis02-2541	115	7	offer	offer	VERB
ajis02-2541	115	8	newsql	newsql	NOUN
ajis02-2541	115	9	databaseas	databasea	NOUN
ajis02-2541	115	10	-	-	PUNCT
ajis02-2541	115	11	a	a	DET
ajis02-2541	115	12	-	-	PUNCT
ajis02-2541	115	13	service	service	NOUN
ajis02-2541	115	14	(	(	PUNCT
ajis02-2541	115	15	dbaas	dbaas	NOUN
ajis02-2541	115	16	)	)	PUNCT
ajis02-2541	115	17	products	product	NOUN
ajis02-2541	115	18	.	.	PUNCT
ajis02-2541	116	1	newsql	newsql	ADJ
ajis02-2541	116	2	dbaas	dbaas	NOUN
ajis02-2541	116	3	products	product	NOUN
ajis02-2541	116	4	are	be	AUX
ajis02-2541	116	5	hosted	host	VERB
ajis02-2541	116	6	on	on	ADP
ajis02-2541	116	7	cloud	cloud	NOUN
ajis02-2541	116	8	infrastructure	infrastructure	NOUN
ajis02-2541	116	9	,	,	PUNCT
ajis02-2541	116	10	and	and	CCONJ
ajis02-2541	116	11	the	the	DET
ajis02-2541	116	12	customers	customer	NOUN
ajis02-2541	116	13	are	be	AUX
ajis02-2541	116	14	provided	provide	VERB
ajis02-2541	116	15	with	with	ADP
ajis02-2541	116	16	a	a	DET
ajis02-2541	116	17	universal	universal	ADJ
ajis02-2541	116	18	-	-	PUNCT
ajis02-2541	116	19	resource	resource	NOUN
ajis02-2541	116	20	-	-	PUNCT
ajis02-2541	116	21	locator	locator	NOUN
ajis02-2541	116	22	(	(	PUNCT
ajis02-2541	116	23	url	url	PROPN
ajis02-2541	116	24	)	)	PUNCT
ajis02-2541	116	25	to	to	PART
ajis02-2541	116	26	connect	connect	VERB
ajis02-2541	116	27	to	to	ADP
ajis02-2541	116	28	the	the	DET
ajis02-2541	116	29	system	system	NOUN
ajis02-2541	116	30	.	.	PUNCT
ajis02-2541	117	1	dbaas	dbaas	NOUN
ajis02-2541	117	2	enables	enable	VERB
ajis02-2541	117	3	the	the	DET
ajis02-2541	117	4	pay	pay	VERB
ajis02-2541	117	5	-	-	PUNCT
ajis02-2541	117	6	per	per	ADP
ajis02-2541	117	7	-	-	PUNCT
ajis02-2541	117	8	use	use	NOUN
ajis02-2541	117	9	of	of	ADP
ajis02-2541	117	10	computing	compute	VERB
ajis02-2541	117	11	resources	resource	NOUN
ajis02-2541	117	12	.	.	PUNCT
ajis02-2541	118	1	newsql	newsql	PROPN
ajis02-2541	118	2	systems	system	NOUN
ajis02-2541	118	3	support	support	VERB
ajis02-2541	118	4	horizontal	horizontal	ADJ
ajis02-2541	118	5	scaling	scaling	NOUN
ajis02-2541	118	6	by	by	ADP
ajis02-2541	118	7	adding	add	VERB
ajis02-2541	118	8	new	new	ADJ
ajis02-2541	118	9	servers	server	NOUN
ajis02-2541	118	10	,	,	PUNCT
ajis02-2541	118	11	and	and	CCONJ
ajis02-2541	118	12	support	support	NOUN
ajis02-2541	118	13	partitioning	partitioning	NOUN
ajis02-2541	118	14	,	,	PUNCT
ajis02-2541	118	15	sharding	sharding	NOUN
ajis02-2541	118	16	,	,	PUNCT
ajis02-2541	118	17	and	and	CCONJ
ajis02-2541	118	18	clustering	cluster	VERB
ajis02-2541	118	19	.	.	PUNCT
ajis02-2541	119	1	newsql	newsql	PROPN
ajis02-2541	119	2	systems	system	NOUN
ajis02-2541	119	3	,	,	PUNCT
ajis02-2541	119	4	by	by	ADP
ajis02-2541	119	5	combining	combine	VERB
ajis02-2541	119	6	features	feature	NOUN
ajis02-2541	119	7	from	from	ADP
ajis02-2541	119	8	both	both	CCONJ
ajis02-2541	119	9	nosql	nosql	PROPN
ajis02-2541	119	10	and	and	CCONJ
ajis02-2541	119	11	rdbms	rdbms	NOUN
ajis02-2541	119	12	,	,	PUNCT
ajis02-2541	119	13	could	could	AUX
ajis02-2541	119	14	support	support	VERB
ajis02-2541	119	15	both	both	DET
ajis02-2541	119	16	acid	acid	NOUN
ajis02-2541	119	17	transactions	transaction	NOUN
ajis02-2541	119	18	and	and	CCONJ
ajis02-2541	119	19	enable	enable	VERB
ajis02-2541	119	20	high	high	ADJ
ajis02-2541	119	21	-	-	PUNCT
ajis02-2541	119	22	availability	availability	NOUN
ajis02-2541	119	23	systems	system	NOUN
ajis02-2541	119	24	.	.	PUNCT
ajis02-2541	120	1	newsql	newsql	PROPN
ajis02-2541	120	2	systems	system	NOUN
ajis02-2541	120	3	meet	meet	VERB
ajis02-2541	120	4	many	many	ADJ
ajis02-2541	120	5	of	of	ADP
ajis02-2541	120	6	the	the	DET
ajis02-2541	120	7	requirements	requirement	NOUN
ajis02-2541	120	8	for	for	ADP
ajis02-2541	120	9	data	data	NOUN
ajis02-2541	120	10	management	management	NOUN
ajis02-2541	120	11	in	in	ADP
ajis02-2541	120	12	cloud	cloud	ADJ
ajis02-2541	120	13	environments	environment	NOUN
ajis02-2541	120	14	,	,	PUNCT
ajis02-2541	120	15	combined	combine	VERB
ajis02-2541	120	16	with	with	ADP
ajis02-2541	120	17	the	the	DET
ajis02-2541	120	18	benefits	benefit	NOUN
ajis02-2541	120	19	offered	offer	VERB
ajis02-2541	120	20	by	by	ADP
ajis02-2541	120	21	traditional	traditional	ADJ
ajis02-2541	120	22	rdbms	rdbms	NOUN
ajis02-2541	120	23	(	(	PUNCT
ajis02-2541	120	24	grolinger	grolinger	NOUN
ajis02-2541	120	25	,	,	PUNCT
ajis02-2541	120	26	higashino	higashino	PROPN
ajis02-2541	120	27	,	,	PUNCT
ajis02-2541	120	28	tiwari	tiwari	PROPN
ajis02-2541	120	29	,	,	PUNCT
ajis02-2541	120	30	&	&	CCONJ
ajis02-2541	120	31	capretz	capretz	PROPN
ajis02-2541	120	32	,	,	PUNCT
ajis02-2541	120	33	2013	2013	NUM
ajis02-2541	120	34	)	)	PUNCT
ajis02-2541	120	35	.	.	PUNCT
ajis02-2541	121	1	newsql	newsql	PROPN
ajis02-2541	121	2	could	could	AUX
ajis02-2541	121	3	be	be	AUX
ajis02-2541	121	4	considered	consider	VERB
ajis02-2541	121	5	as	as	ADP
ajis02-2541	121	6	an	an	DET
ajis02-2541	121	7	alternative	alternative	NOUN
ajis02-2541	121	8	to	to	ADP
ajis02-2541	121	9	nosql	nosql	ADJ
ajis02-2541	121	10	systems	system	NOUN
ajis02-2541	121	11	for	for	ADP
ajis02-2541	121	12	new	new	ADJ
ajis02-2541	121	13	oltp	oltp	PROPN
ajis02-2541	121	14	applications	application	NOUN
ajis02-2541	121	15	(	(	PUNCT
ajis02-2541	121	16	kaur	kaur	PROPN
ajis02-2541	121	17	&	&	CCONJ
ajis02-2541	121	18	sachdeva	sachdeva	PROPN
ajis02-2541	121	19	,	,	PUNCT
ajis02-2541	121	20	2017	2017	NUM
ajis02-2541	121	21	)	)	PUNCT
ajis02-2541	121	22	.	.	PUNCT
ajis02-2541	122	1	some	some	PRON
ajis02-2541	122	2	of	of	ADP
ajis02-2541	122	3	the	the	DET
ajis02-2541	122	4	newsql	newsql	ADJ
ajis02-2541	122	5	systems	system	NOUN
ajis02-2541	122	6	,	,	PUNCT
ajis02-2541	122	7	such	such	ADJ
ajis02-2541	122	8	as	as	ADP
ajis02-2541	122	9	voltdb	voltdb	NOUN
ajis02-2541	122	10	,	,	PUNCT
ajis02-2541	122	11	support	support	NOUN
ajis02-2541	122	12	in	in	ADP
ajis02-2541	122	13	-	-	PUNCT
ajis02-2541	122	14	memory	memory	NOUN
ajis02-2541	122	15	processing	processing	NOUN
ajis02-2541	122	16	of	of	ADP
ajis02-2541	122	17	complex	complex	ADJ
ajis02-2541	122	18	acid	acid	NOUN
ajis02-2541	122	19	transactions	transaction	NOUN
ajis02-2541	122	20	in	in	ADP
ajis02-2541	122	21	a	a	DET
ajis02-2541	122	22	distributed	distribute	VERB
ajis02-2541	122	23	manner	manner	NOUN
ajis02-2541	122	24	.	.	PUNCT
ajis02-2541	122	25	newsql	newsql	PROPN
ajis02-2541	122	26	systems	system	NOUN
ajis02-2541	122	27	are	be	AUX
ajis02-2541	122	28	developed	develop	VERB
ajis02-2541	122	29	from	from	ADP
ajis02-2541	122	30	scratch	scratch	NOUN
ajis02-2541	122	31	using	use	VERB
ajis02-2541	122	32	shared	share	VERB
ajis02-2541	122	33	-	-	PUNCT
ajis02-2541	122	34	nothing	nothing	PRON
ajis02-2541	122	35	architecture	architecture	NOUN
ajis02-2541	122	36	,	,	PUNCT
ajis02-2541	122	37	or	or	CCONJ
ajis02-2541	122	38	australasian	australasian	ADJ
ajis02-2541	122	39	journal	journal	NOUN
ajis02-2541	122	40	of	of	ADP
ajis02-2541	122	41	information	information	NOUN
ajis02-2541	122	42	systems	system	NOUN
ajis02-2541	122	43	balakrishnan	balakrishnan	PROPN
ajis02-2541	122	44	,	,	PUNCT
ajis02-2541	122	45	das	das	PROPN
ajis02-2541	122	46	&	&	CCONJ
ajis02-2541	122	47	chattopadhyay	chattopadhyay	PROPN
ajis02-2541	122	48	2020	2020	NUM
ajis02-2541	122	49	,	,	PUNCT
ajis02-2541	122	50	vol	vol	NOUN
ajis02-2541	122	51	24	24	NUM
ajis02-2541	122	52	,	,	PUNCT
ajis02-2541	122	53	research	research	NOUN
ajis02-2541	122	54	article	article	NOUN
ajis02-2541	122	55	implementing	implement	VERB
ajis02-2541	122	56	data	datum	NOUN
ajis02-2541	122	57	strategy	strategy	NOUN
ajis02-2541	122	58	7	7	NUM
ajis02-2541	122	59	built	build	VERB
ajis02-2541	122	60	by	by	ADP
ajis02-2541	122	61	augmenting	augment	VERB
ajis02-2541	122	62	the	the	DET
ajis02-2541	122	63	existing	exist	VERB
ajis02-2541	122	64	rdbms	rdbms	NOUN
ajis02-2541	122	65	,	,	PUNCT
ajis02-2541	122	66	enabling	enable	VERB
ajis02-2541	122	67	them	they	PRON
ajis02-2541	122	68	to	to	PART
ajis02-2541	122	69	scale	scale	VERB
ajis02-2541	122	70	-	-	PUNCT
ajis02-2541	122	71	out	out	NOUN
ajis02-2541	122	72	.	.	PUNCT
ajis02-2541	123	1	through	through	ADP
ajis02-2541	123	2	augmentation	augmentation	NOUN
ajis02-2541	123	3	,	,	PUNCT
ajis02-2541	123	4	the	the	DET
ajis02-2541	123	5	features	feature	NOUN
ajis02-2541	123	6	of	of	ADP
ajis02-2541	123	7	newsql	newsql	NOUN
ajis02-2541	123	8	could	could	AUX
ajis02-2541	123	9	be	be	AUX
ajis02-2541	123	10	extended	extend	VERB
ajis02-2541	123	11	on	on	ADP
ajis02-2541	123	12	top	top	NOUN
ajis02-2541	123	13	of	of	ADP
ajis02-2541	123	14	existing	exist	VERB
ajis02-2541	123	15	rdbms	rdbms	NOUN
ajis02-2541	123	16	solutions	solution	NOUN
ajis02-2541	123	17	,	,	PUNCT
ajis02-2541	123	18	and	and	CCONJ
ajis02-2541	123	19	this	this	DET
ajis02-2541	123	20	feature	feature	NOUN
ajis02-2541	123	21	would	would	AUX
ajis02-2541	123	22	be	be	AUX
ajis02-2541	123	23	useful	useful	ADJ
ajis02-2541	123	24	for	for	ADP
ajis02-2541	123	25	organizations	organization	NOUN
ajis02-2541	123	26	that	that	PRON
ajis02-2541	123	27	are	be	AUX
ajis02-2541	123	28	not	not	PART
ajis02-2541	123	29	willing	willing	ADJ
ajis02-2541	123	30	to	to	PART
ajis02-2541	123	31	migrate	migrate	VERB
ajis02-2541	123	32	to	to	ADP
ajis02-2541	123	33	new	new	ADJ
ajis02-2541	123	34	database	database	NOUN
ajis02-2541	123	35	solutions	solution	NOUN
ajis02-2541	123	36	.	.	PUNCT
ajis02-2541	124	1	the	the	DET
ajis02-2541	124	2	traditional	traditional	ADJ
ajis02-2541	124	3	one	one	NUM
ajis02-2541	124	4	-	-	PUNCT
ajis02-2541	124	5	size	size	NOUN
ajis02-2541	124	6	-	-	PUNCT
ajis02-2541	124	7	fits	fit	VERB
ajis02-2541	124	8	-	-	PUNCT
ajis02-2541	124	9	all	all	PRON
ajis02-2541	124	10	approach	approach	NOUN
ajis02-2541	124	11	of	of	ADP
ajis02-2541	124	12	rdbms	rdbms	NOUN
ajis02-2541	124	13	does	do	AUX
ajis02-2541	124	14	not	not	PART
ajis02-2541	124	15	hold	hold	VERB
ajis02-2541	124	16	good	good	ADJ
ajis02-2541	124	17	anymore	anymore	ADV
ajis02-2541	124	18	,	,	PUNCT
ajis02-2541	124	19	and	and	CCONJ
ajis02-2541	124	20	newsql	newsql	NOUN
ajis02-2541	124	21	empowers	empower	VERB
ajis02-2541	124	22	organizations	organization	NOUN
ajis02-2541	124	23	to	to	PART
ajis02-2541	124	24	move	move	VERB
ajis02-2541	124	25	towards	towards	ADP
ajis02-2541	124	26	specialized	specialized	ADJ
ajis02-2541	124	27	database	database	NOUN
ajis02-2541	124	28	designs	design	NOUN
ajis02-2541	124	29	catering	cater	VERB
ajis02-2541	124	30	to	to	ADP
ajis02-2541	124	31	their	their	PRON
ajis02-2541	124	32	specific	specific	ADJ
ajis02-2541	124	33	data	datum	NOUN
ajis02-2541	124	34	storage	storage	NOUN
ajis02-2541	124	35	and	and	CCONJ
ajis02-2541	124	36	processing	processing	NOUN
ajis02-2541	124	37	needs	need	NOUN
ajis02-2541	124	38	(	(	PUNCT
ajis02-2541	124	39	simsek	simsek	NOUN
ajis02-2541	124	40	,	,	PUNCT
ajis02-2541	124	41	2019	2019	NUM
ajis02-2541	124	42	)	)	PUNCT
ajis02-2541	124	43	.	.	PUNCT
ajis02-2541	125	1	2.5	2.5	NUM
ajis02-2541	125	2	data	datum	NOUN
ajis02-2541	125	3	governance	governance	NOUN
ajis02-2541	125	4	information	information	NOUN
ajis02-2541	125	5	is	be	AUX
ajis02-2541	125	6	a	a	DET
ajis02-2541	125	7	critical	critical	ADJ
ajis02-2541	125	8	resource	resource	NOUN
ajis02-2541	125	9	for	for	ADP
ajis02-2541	125	10	organizations	organization	NOUN
ajis02-2541	125	11	,	,	PUNCT
ajis02-2541	125	12	and	and	CCONJ
ajis02-2541	125	13	it	it	PRON
ajis02-2541	125	14	forms	form	VERB
ajis02-2541	125	15	the	the	DET
ajis02-2541	125	16	basis	basis	NOUN
ajis02-2541	125	17	for	for	ADP
ajis02-2541	125	18	business	business	NOUN
ajis02-2541	125	19	intelligence	intelligence	NOUN
ajis02-2541	125	20	and	and	CCONJ
ajis02-2541	125	21	data	datum	NOUN
ajis02-2541	125	22	analytics	analytic	NOUN
ajis02-2541	125	23	(	(	PUNCT
ajis02-2541	125	24	newman	newman	PROPN
ajis02-2541	125	25	&	&	CCONJ
ajis02-2541	125	26	logan	logan	PROPN
ajis02-2541	125	27	,	,	PUNCT
ajis02-2541	125	28	2009	2009	NUM
ajis02-2541	125	29	)	)	PUNCT
ajis02-2541	125	30	.	.	PUNCT
ajis02-2541	126	1	information	information	NOUN
ajis02-2541	126	2	takes	take	VERB
ajis02-2541	126	3	on	on	ADP
ajis02-2541	126	4	new	new	ADJ
ajis02-2541	126	5	importance	importance	NOUN
ajis02-2541	126	6	in	in	ADP
ajis02-2541	126	7	it	it	PRON
ajis02-2541	126	8	-	-	PUNCT
ajis02-2541	126	9	related	relate	VERB
ajis02-2541	126	10	strategies	strategy	NOUN
ajis02-2541	126	11	such	such	ADJ
ajis02-2541	126	12	as	as	ADP
ajis02-2541	126	13	service	service	NOUN
ajis02-2541	126	14	-	-	PUNCT
ajis02-2541	126	15	oriented	orient	VERB
ajis02-2541	126	16	architecture	architecture	NOUN
ajis02-2541	126	17	.	.	PUNCT
ajis02-2541	127	1	data	datum	NOUN
ajis02-2541	127	2	governance	governance	NOUN
ajis02-2541	127	3	is	be	AUX
ajis02-2541	127	4	defined	define	VERB
ajis02-2541	127	5	as	as	ADP
ajis02-2541	127	6	an	an	DET
ajis02-2541	127	7	organizational	organizational	ADJ
ajis02-2541	127	8	approach	approach	NOUN
ajis02-2541	127	9	to	to	ADP
ajis02-2541	127	10	data	datum	NOUN
ajis02-2541	127	11	and	and	CCONJ
ajis02-2541	127	12	information	information	NOUN
ajis02-2541	127	13	management	management	NOUN
ajis02-2541	127	14	through	through	ADP
ajis02-2541	127	15	a	a	DET
ajis02-2541	127	16	set	set	NOUN
ajis02-2541	127	17	of	of	ADP
ajis02-2541	127	18	policies	policy	NOUN
ajis02-2541	127	19	and	and	CCONJ
ajis02-2541	127	20	procedures	procedure	NOUN
ajis02-2541	127	21	,	,	PUNCT
ajis02-2541	127	22	to	to	PART
ajis02-2541	127	23	manage	manage	VERB
ajis02-2541	127	24	the	the	DET
ajis02-2541	127	25	life	life	NOUN
ajis02-2541	127	26	cycle	cycle	NOUN
ajis02-2541	127	27	of	of	ADP
ajis02-2541	127	28	data	datum	NOUN
ajis02-2541	127	29	from	from	ADP
ajis02-2541	127	30	acquisition	acquisition	NOUN
ajis02-2541	127	31	to	to	PART
ajis02-2541	127	32	use	use	VERB
ajis02-2541	127	33	to	to	ADP
ajis02-2541	127	34	disposal	disposal	NOUN
ajis02-2541	127	35	(	(	PUNCT
ajis02-2541	127	36	korhonen	korhonen	PROPN
ajis02-2541	127	37	,	,	PUNCT
ajis02-2541	127	38	melleri	melleri	PROPN
ajis02-2541	127	39	,	,	PUNCT
ajis02-2541	127	40	hiekkanen	hiekkanen	PROPN
ajis02-2541	127	41	,	,	PUNCT
ajis02-2541	127	42	&	&	CCONJ
ajis02-2541	127	43	helenius	helenius	PROPN
ajis02-2541	127	44	,	,	PUNCT
ajis02-2541	127	45	2013	2013	NUM
ajis02-2541	127	46	)	)	PUNCT
ajis02-2541	127	47	.	.	PUNCT
ajis02-2541	128	1	with	with	ADP
ajis02-2541	128	2	data	data	NOUN
ajis02-2541	128	3	governance	governance	NOUN
ajis02-2541	128	4	,	,	PUNCT
ajis02-2541	128	5	organizations	organization	NOUN
ajis02-2541	128	6	could	could	AUX
ajis02-2541	128	7	define	define	VERB
ajis02-2541	128	8	guidelines	guideline	NOUN
ajis02-2541	128	9	and	and	CCONJ
ajis02-2541	128	10	standards	standard	NOUN
ajis02-2541	128	11	for	for	ADP
ajis02-2541	128	12	data	datum	NOUN
ajis02-2541	128	13	quality	quality	NOUN
ajis02-2541	128	14	management	management	NOUN
ajis02-2541	128	15	and	and	CCONJ
ajis02-2541	128	16	assure	assure	VERB
ajis02-2541	128	17	compliance	compliance	NOUN
ajis02-2541	128	18	with	with	ADP
ajis02-2541	128	19	laws	law	NOUN
ajis02-2541	128	20	governing	govern	VERB
ajis02-2541	128	21	data	datum	NOUN
ajis02-2541	128	22	(	(	PUNCT
ajis02-2541	128	23	weber	weber	PROPN
ajis02-2541	128	24	,	,	PUNCT
ajis02-2541	128	25	otto	otto	PROPN
ajis02-2541	128	26	,	,	PUNCT
ajis02-2541	128	27	&	&	CCONJ
ajis02-2541	128	28	osterle	osterle	PROPN
ajis02-2541	128	29	,	,	PUNCT
ajis02-2541	128	30	2009	2009	NUM
ajis02-2541	128	31	)	)	PUNCT
ajis02-2541	128	32	.	.	PUNCT
ajis02-2541	129	1	data	datum	NOUN
ajis02-2541	129	2	or	or	CCONJ
ajis02-2541	129	3	information	information	NOUN
ajis02-2541	129	4	governance	governance	NOUN
ajis02-2541	129	5	is	be	AUX
ajis02-2541	129	6	a	a	DET
ajis02-2541	129	7	mechanism	mechanism	NOUN
ajis02-2541	129	8	through	through	ADP
ajis02-2541	129	9	which	which	PRON
ajis02-2541	129	10	data	datum	NOUN
ajis02-2541	129	11	that	that	PRON
ajis02-2541	129	12	is	be	AUX
ajis02-2541	129	13	considered	consider	VERB
ajis02-2541	129	14	a	a	DET
ajis02-2541	129	15	liability	liability	NOUN
ajis02-2541	129	16	,	,	PUNCT
ajis02-2541	129	17	get	get	AUX
ajis02-2541	129	18	converted	convert	VERB
ajis02-2541	129	19	into	into	ADP
ajis02-2541	129	20	a	a	DET
ajis02-2541	129	21	trusted	trust	VERB
ajis02-2541	129	22	strategic	strategic	ADJ
ajis02-2541	129	23	asset	asset	NOUN
ajis02-2541	129	24	(	(	PUNCT
ajis02-2541	129	25	kooper	kooper	PROPN
ajis02-2541	129	26	,	,	PUNCT
ajis02-2541	129	27	maes	maes	PROPN
ajis02-2541	129	28	,	,	PUNCT
ajis02-2541	129	29	&	&	CCONJ
ajis02-2541	129	30	lindgreen	lindgreen	PROPN
ajis02-2541	129	31	,	,	PUNCT
ajis02-2541	129	32	2011	2011	NUM
ajis02-2541	129	33	)	)	PUNCT
ajis02-2541	129	34	the	the	DET
ajis02-2541	129	35	organization	organization	NOUN
ajis02-2541	129	36	’s	’s	PART
ajis02-2541	129	37	use	use	NOUN
ajis02-2541	129	38	of	of	ADP
ajis02-2541	129	39	information	information	NOUN
ajis02-2541	129	40	technology	technology	NOUN
ajis02-2541	129	41	(	(	PUNCT
ajis02-2541	129	42	it	it	PRON
ajis02-2541	129	43	)	)	PUNCT
ajis02-2541	129	44	is	be	AUX
ajis02-2541	129	45	primarily	primarily	ADV
ajis02-2541	129	46	focused	focus	VERB
ajis02-2541	129	47	on	on	ADP
ajis02-2541	129	48	operational	operational	ADJ
ajis02-2541	129	49	efficiency	efficiency	NOUN
ajis02-2541	129	50	;	;	PUNCT
ajis02-2541	129	51	however	however	ADV
ajis02-2541	129	52	,	,	PUNCT
ajis02-2541	129	53	the	the	DET
ajis02-2541	129	54	evolving	evolve	VERB
ajis02-2541	129	55	complex	complex	NOUN
ajis02-2541	129	56	it	it	PRON
ajis02-2541	129	57	landscape	landscape	NOUN
ajis02-2541	129	58	has	have	AUX
ajis02-2541	129	59	resulted	result	VERB
ajis02-2541	129	60	in	in	ADP
ajis02-2541	129	61	redundant	redundant	ADJ
ajis02-2541	129	62	and	and	CCONJ
ajis02-2541	129	63	inconsistent	inconsistent	ADJ
ajis02-2541	129	64	data	datum	NOUN
ajis02-2541	129	65	in	in	ADP
ajis02-2541	129	66	enterprise	enterprise	NOUN
ajis02-2541	129	67	environments	environment	NOUN
ajis02-2541	129	68	(	(	PUNCT
ajis02-2541	129	69	korhonen	korhonen	PROPN
ajis02-2541	129	70	et	et	PROPN
ajis02-2541	129	71	al	al	PROPN
ajis02-2541	129	72	.	.	PROPN
ajis02-2541	129	73	,	,	PUNCT
ajis02-2541	129	74	2013	2013	NUM
ajis02-2541	129	75	)	)	PUNCT
ajis02-2541	129	76	.	.	PUNCT
ajis02-2541	130	1	incorrect	incorrect	ADJ
ajis02-2541	130	2	and	and	CCONJ
ajis02-2541	130	3	erroneous	erroneous	ADJ
ajis02-2541	130	4	data	datum	NOUN
ajis02-2541	130	5	add	add	VERB
ajis02-2541	130	6	additional	additional	ADJ
ajis02-2541	130	7	costs	cost	NOUN
ajis02-2541	130	8	and	and	CCONJ
ajis02-2541	130	9	risks	risk	NOUN
ajis02-2541	130	10	and	and	CCONJ
ajis02-2541	130	11	lead	lead	VERB
ajis02-2541	130	12	to	to	ADP
ajis02-2541	130	13	poor	poor	ADJ
ajis02-2541	130	14	managerial	managerial	ADJ
ajis02-2541	130	15	decisions	decision	NOUN
ajis02-2541	130	16	.	.	PUNCT
ajis02-2541	131	1	ever	ever	ADV
ajis02-2541	131	2	since	since	SCONJ
ajis02-2541	131	3	the	the	DET
ajis02-2541	131	4	inception	inception	NOUN
ajis02-2541	131	5	of	of	ADP
ajis02-2541	131	6	big	big	ADJ
ajis02-2541	131	7	data	datum	NOUN
ajis02-2541	131	8	and	and	CCONJ
ajis02-2541	131	9	streaming	streaming	NOUN
ajis02-2541	131	10	data	datum	NOUN
ajis02-2541	131	11	,	,	PUNCT
ajis02-2541	131	12	organizations	organization	NOUN
ajis02-2541	131	13	have	have	AUX
ajis02-2541	131	14	started	start	VERB
ajis02-2541	131	15	considering	consider	VERB
ajis02-2541	131	16	data	datum	NOUN
ajis02-2541	131	17	they	they	PRON
ajis02-2541	131	18	collect	collect	VERB
ajis02-2541	131	19	from	from	ADP
ajis02-2541	131	20	various	various	ADJ
ajis02-2541	131	21	internal	internal	ADJ
ajis02-2541	131	22	systems	system	NOUN
ajis02-2541	131	23	and	and	CCONJ
ajis02-2541	131	24	external	external	ADJ
ajis02-2541	131	25	sources	source	NOUN
ajis02-2541	131	26	,	,	PUNCT
ajis02-2541	131	27	as	as	ADP
ajis02-2541	131	28	assets	asset	NOUN
ajis02-2541	131	29	.	.	PUNCT
ajis02-2541	132	1	information	information	NOUN
ajis02-2541	132	2	assets	asset	NOUN
ajis02-2541	132	3	are	be	AUX
ajis02-2541	132	4	facts	fact	NOUN
ajis02-2541	132	5	that	that	PRON
ajis02-2541	132	6	have	have	VERB
ajis02-2541	132	7	value	value	NOUN
ajis02-2541	132	8	or	or	CCONJ
ajis02-2541	132	9	potential	potential	ADJ
ajis02-2541	132	10	value	value	NOUN
ajis02-2541	132	11	that	that	PRON
ajis02-2541	132	12	are	be	AUX
ajis02-2541	132	13	documented	document	VERB
ajis02-2541	132	14	(	(	PUNCT
ajis02-2541	132	15	khatri	khatri	PROPN
ajis02-2541	132	16	&	&	CCONJ
ajis02-2541	132	17	brown	brown	PROPN
ajis02-2541	132	18	,	,	PUNCT
ajis02-2541	132	19	2010	2010	NUM
ajis02-2541	132	20	)	)	PUNCT
ajis02-2541	132	21	.	.	PUNCT
ajis02-2541	133	1	the	the	DET
ajis02-2541	133	2	critical	critical	ADJ
ajis02-2541	133	3	business	business	NOUN
ajis02-2541	133	4	benefit	benefit	NOUN
ajis02-2541	133	5	of	of	ADP
ajis02-2541	133	6	information	information	NOUN
ajis02-2541	133	7	governance	governance	NOUN
ajis02-2541	133	8	is	be	AUX
ajis02-2541	133	9	the	the	DET
ajis02-2541	133	10	realization	realization	NOUN
ajis02-2541	133	11	of	of	ADP
ajis02-2541	133	12	data	datum	NOUN
ajis02-2541	133	13	as	as	ADP
ajis02-2541	133	14	a	a	DET
ajis02-2541	133	15	valuable	valuable	ADJ
ajis02-2541	133	16	and	and	CCONJ
ajis02-2541	133	17	manageable	manageable	ADJ
ajis02-2541	133	18	organizational	organizational	ADJ
ajis02-2541	133	19	asset	asset	NOUN
ajis02-2541	133	20	,	,	PUNCT
ajis02-2541	133	21	and	and	CCONJ
ajis02-2541	133	22	other	other	ADJ
ajis02-2541	133	23	business	business	NOUN
ajis02-2541	133	24	benefits	benefit	NOUN
ajis02-2541	133	25	include	include	VERB
ajis02-2541	133	26	improved	improve	VERB
ajis02-2541	133	27	business	business	NOUN
ajis02-2541	133	28	decisions	decision	NOUN
ajis02-2541	133	29	due	due	ADJ
ajis02-2541	133	30	to	to	ADP
ajis02-2541	133	31	accurate	accurate	ADJ
ajis02-2541	133	32	data	datum	NOUN
ajis02-2541	133	33	,	,	PUNCT
ajis02-2541	133	34	and	and	CCONJ
ajis02-2541	133	35	increased	increase	VERB
ajis02-2541	133	36	user	user	NOUN
ajis02-2541	133	37	trust	trust	NOUN
ajis02-2541	133	38	within	within	ADP
ajis02-2541	133	39	the	the	DET
ajis02-2541	133	40	organizations	organization	NOUN
ajis02-2541	133	41	’	'	PUNCT
ajis02-2541	133	42	data	datum	NOUN
ajis02-2541	133	43	sources	source	NOUN
ajis02-2541	133	44	(	(	PUNCT
ajis02-2541	133	45	marco	marco	PROPN
ajis02-2541	133	46	,	,	PUNCT
ajis02-2541	133	47	2006	2006	NUM
ajis02-2541	133	48	)	)	PUNCT
ajis02-2541	133	49	.	.	PUNCT
ajis02-2541	134	1	data	datum	NOUN
ajis02-2541	134	2	governance	governance	NOUN
ajis02-2541	134	3	strategy	strategy	NOUN
ajis02-2541	134	4	results	result	VERB
ajis02-2541	134	5	in	in	ADP
ajis02-2541	134	6	improved	improved	ADJ
ajis02-2541	134	7	reliability	reliability	NOUN
ajis02-2541	134	8	,	,	PUNCT
ajis02-2541	134	9	traceability	traceability	NOUN
ajis02-2541	134	10	,	,	PUNCT
ajis02-2541	134	11	and	and	CCONJ
ajis02-2541	134	12	authenticity	authenticity	NOUN
ajis02-2541	134	13	of	of	ADP
ajis02-2541	134	14	data	datum	NOUN
ajis02-2541	134	15	,	,	PUNCT
ajis02-2541	134	16	thus	thus	ADV
ajis02-2541	134	17	providing	provide	VERB
ajis02-2541	134	18	the	the	DET
ajis02-2541	134	19	backbone	backbone	NOUN
ajis02-2541	134	20	communication	communication	NOUN
ajis02-2541	134	21	platform	platform	NOUN
ajis02-2541	134	22	across	across	ADP
ajis02-2541	134	23	all	all	DET
ajis02-2541	134	24	stakeholders	stakeholder	NOUN
ajis02-2541	134	25	.	.	PUNCT
ajis02-2541	135	1	some	some	PRON
ajis02-2541	135	2	of	of	ADP
ajis02-2541	135	3	the	the	DET
ajis02-2541	135	4	critical	critical	ADJ
ajis02-2541	135	5	elements	element	NOUN
ajis02-2541	135	6	of	of	ADP
ajis02-2541	135	7	data	datum	NOUN
ajis02-2541	135	8	governance	governance	NOUN
ajis02-2541	135	9	include	include	VERB
ajis02-2541	135	10	data	datum	NOUN
ajis02-2541	135	11	quality	quality	NOUN
ajis02-2541	135	12	,	,	PUNCT
ajis02-2541	135	13	meta	meta	ADJ
ajis02-2541	135	14	-	-	PUNCT
ajis02-2541	135	15	data	datum	NOUN
ajis02-2541	135	16	management	management	NOUN
ajis02-2541	135	17	,	,	PUNCT
ajis02-2541	135	18	and	and	CCONJ
ajis02-2541	135	19	data	datum	NOUN
ajis02-2541	135	20	life	life	NOUN
ajis02-2541	135	21	-	-	PUNCT
ajis02-2541	135	22	cycle	cycle	NOUN
ajis02-2541	135	23	management	management	NOUN
ajis02-2541	135	24	.	.	PUNCT
ajis02-2541	136	1	having	have	VERB
ajis02-2541	136	2	high	high	ADJ
ajis02-2541	136	3	-	-	PUNCT
ajis02-2541	136	4	quality	quality	NOUN
ajis02-2541	136	5	information	information	NOUN
ajis02-2541	136	6	is	be	AUX
ajis02-2541	136	7	a	a	DET
ajis02-2541	136	8	pre	pre	NOUN
ajis02-2541	136	9	-	-	NOUN
ajis02-2541	136	10	requisite	requisite	ADJ
ajis02-2541	136	11	to	to	ADP
ajis02-2541	136	12	building	build	VERB
ajis02-2541	136	13	data	data	NOUN
ajis02-2541	136	14	-	-	PUNCT
ajis02-2541	136	15	driven	drive	VERB
ajis02-2541	136	16	customer	customer	NOUN
ajis02-2541	136	17	value	value	NOUN
ajis02-2541	136	18	propositions	proposition	NOUN
ajis02-2541	136	19	(	(	PUNCT
ajis02-2541	136	20	weber	weber	PROPN
ajis02-2541	136	21	et	et	PROPN
ajis02-2541	136	22	al	al	PROPN
ajis02-2541	136	23	.	.	PROPN
ajis02-2541	136	24	,	,	PUNCT
ajis02-2541	136	25	2009	2009	NUM
ajis02-2541	136	26	)	)	PUNCT
ajis02-2541	136	27	.	.	PUNCT
ajis02-2541	137	1	hence	hence	ADV
ajis02-2541	137	2	,	,	PUNCT
ajis02-2541	137	3	it	it	PRON
ajis02-2541	137	4	is	be	AUX
ajis02-2541	137	5	critical	critical	ADJ
ajis02-2541	137	6	for	for	SCONJ
ajis02-2541	137	7	organizations	organization	NOUN
ajis02-2541	137	8	to	to	PART
ajis02-2541	137	9	focus	focus	VERB
ajis02-2541	137	10	on	on	ADP
ajis02-2541	137	11	data	datum	NOUN
ajis02-2541	137	12	quality	quality	NOUN
ajis02-2541	137	13	so	so	SCONJ
ajis02-2541	137	14	that	that	SCONJ
ajis02-2541	137	15	they	they	PRON
ajis02-2541	137	16	could	could	AUX
ajis02-2541	137	17	make	make	VERB
ajis02-2541	137	18	effective	effective	ADJ
ajis02-2541	137	19	managerial	managerial	ADJ
ajis02-2541	137	20	and	and	CCONJ
ajis02-2541	137	21	strategic	strategic	ADJ
ajis02-2541	137	22	decisions	decision	NOUN
ajis02-2541	137	23	.	.	PUNCT
ajis02-2541	138	1	data	datum	NOUN
ajis02-2541	138	2	quality	quality	PROPN
ajis02-2541	138	3	management	management	NOUN
ajis02-2541	138	4	helps	help	VERB
ajis02-2541	138	5	an	an	DET
ajis02-2541	138	6	organization	organization	NOUN
ajis02-2541	138	7	to	to	PART
ajis02-2541	138	8	plan	plan	VERB
ajis02-2541	138	9	,	,	PUNCT
ajis02-2541	138	10	provision	provision	NOUN
ajis02-2541	138	11	,	,	PUNCT
ajis02-2541	138	12	organize	organize	VERB
ajis02-2541	138	13	,	,	PUNCT
ajis02-2541	138	14	use	use	NOUN
ajis02-2541	138	15	,	,	PUNCT
ajis02-2541	138	16	and	and	CCONJ
ajis02-2541	138	17	retire	retire	VERB
ajis02-2541	138	18	high	high	ADJ
ajis02-2541	138	19	-	-	PUNCT
ajis02-2541	138	20	quality	quality	NOUN
ajis02-2541	138	21	data	datum	NOUN
ajis02-2541	138	22	(	(	PUNCT
ajis02-2541	138	23	weber	weber	PROPN
ajis02-2541	138	24	et	et	PROPN
ajis02-2541	138	25	al	al	PROPN
ajis02-2541	138	26	.	.	PROPN
ajis02-2541	138	27	,	,	PUNCT
ajis02-2541	138	28	2009	2009	NUM
ajis02-2541	138	29	)	)	PUNCT
ajis02-2541	138	30	.	.	PUNCT
ajis02-2541	139	1	for	for	SCONJ
ajis02-2541	139	2	a	a	DET
ajis02-2541	139	3	firm	firm	NOUN
ajis02-2541	139	4	to	to	PART
ajis02-2541	139	5	implement	implement	VERB
ajis02-2541	139	6	the	the	DET
ajis02-2541	139	7	right	right	ADJ
ajis02-2541	139	8	governance	governance	NOUN
ajis02-2541	139	9	program	program	NOUN
ajis02-2541	139	10	,	,	PUNCT
ajis02-2541	139	11	it	it	PRON
ajis02-2541	139	12	has	have	VERB
ajis02-2541	139	13	to	to	PART
ajis02-2541	139	14	manage	manage	VERB
ajis02-2541	139	15	various	various	ADJ
ajis02-2541	139	16	aspects	aspect	NOUN
ajis02-2541	139	17	of	of	ADP
ajis02-2541	139	18	data	datum	NOUN
ajis02-2541	139	19	management	management	NOUN
ajis02-2541	139	20	such	such	ADJ
ajis02-2541	139	21	as	as	ADP
ajis02-2541	139	22	information	information	NOUN
ajis02-2541	139	23	security	security	NOUN
ajis02-2541	139	24	,	,	PUNCT
ajis02-2541	139	25	risk	risk	NOUN
ajis02-2541	139	26	management	management	NOUN
ajis02-2541	139	27	,	,	PUNCT
ajis02-2541	139	28	data	data	NOUN
ajis02-2541	139	29	privacy	privacy	NOUN
ajis02-2541	139	30	,	,	PUNCT
ajis02-2541	139	31	data	datum	NOUN
ajis02-2541	139	32	security	security	NOUN
ajis02-2541	139	33	,	,	PUNCT
ajis02-2541	139	34	data	datum	NOUN
ajis02-2541	139	35	loss	loss	NOUN
ajis02-2541	139	36	,	,	PUNCT
ajis02-2541	139	37	and	and	CCONJ
ajis02-2541	139	38	business	business	NOUN
ajis02-2541	139	39	continuity	continuity	NOUN
ajis02-2541	139	40	.	.	PUNCT
ajis02-2541	140	1	organizations	organization	NOUN
ajis02-2541	140	2	in	in	ADP
ajis02-2541	140	3	the	the	DET
ajis02-2541	140	4	digital	digital	ADJ
ajis02-2541	140	5	era	era	NOUN
ajis02-2541	140	6	have	have	VERB
ajis02-2541	140	7	to	to	PART
ajis02-2541	140	8	adopt	adopt	VERB
ajis02-2541	140	9	a	a	DET
ajis02-2541	140	10	holistic	holistic	ADJ
ajis02-2541	140	11	approach	approach	NOUN
ajis02-2541	140	12	to	to	PART
ajis02-2541	140	13	manage	manage	VERB
ajis02-2541	140	14	the	the	DET
ajis02-2541	140	15	three	three	NUM
ajis02-2541	140	16	critical	critical	ADJ
ajis02-2541	140	17	challenges	challenge	NOUN
ajis02-2541	140	18	associated	associate	VERB
ajis02-2541	140	19	with	with	ADP
ajis02-2541	140	20	data	datum	NOUN
ajis02-2541	140	21	management	management	NOUN
ajis02-2541	140	22	such	such	ADJ
ajis02-2541	140	23	as	as	ADP
ajis02-2541	140	24	data	datum	NOUN
ajis02-2541	140	25	security	security	NOUN
ajis02-2541	140	26	,	,	PUNCT
ajis02-2541	140	27	data	datum	NOUN
ajis02-2541	140	28	privacy	privacy	NOUN
ajis02-2541	140	29	and	and	CCONJ
ajis02-2541	140	30	compliance	compliance	NOUN
ajis02-2541	140	31	obligations	obligation	NOUN
ajis02-2541	140	32	(	(	PUNCT
ajis02-2541	140	33	salido	salido	NOUN
ajis02-2541	140	34	,	,	PUNCT
ajis02-2541	140	35	2010	2010	NUM
ajis02-2541	140	36	)	)	PUNCT
ajis02-2541	140	37	.	.	PUNCT
ajis02-2541	141	1	these	these	DET
ajis02-2541	141	2	problem	problem	NOUN
ajis02-2541	141	3	areas	area	NOUN
ajis02-2541	141	4	of	of	ADP
ajis02-2541	141	5	data	datum	NOUN
ajis02-2541	141	6	management	management	NOUN
ajis02-2541	141	7	have	have	VERB
ajis02-2541	141	8	to	to	PART
ajis02-2541	141	9	be	be	AUX
ajis02-2541	141	10	adeptly	adeptly	ADV
ajis02-2541	141	11	supported	support	VERB
ajis02-2541	141	12	by	by	ADP
ajis02-2541	141	13	three	three	NUM
ajis02-2541	141	14	capabilities	capability	NOUN
ajis02-2541	141	15	of	of	ADP
ajis02-2541	141	16	firms	firm	NOUN
ajis02-2541	141	17	such	such	ADJ
ajis02-2541	141	18	as	as	ADP
ajis02-2541	141	19	people	people	NOUN
ajis02-2541	141	20	,	,	PUNCT
ajis02-2541	141	21	process	process	NOUN
ajis02-2541	141	22	and	and	CCONJ
ajis02-2541	141	23	technology	technology	NOUN
ajis02-2541	141	24	.	.	PUNCT
ajis02-2541	142	1	organizations	organization	NOUN
ajis02-2541	142	2	design	design	VERB
ajis02-2541	142	3	three	three	NUM
ajis02-2541	142	4	kinds	kind	NOUN
ajis02-2541	142	5	of	of	ADP
ajis02-2541	142	6	governance	governance	NOUN
ajis02-2541	142	7	mechanisms	mechanism	NOUN
ajis02-2541	142	8	such	such	ADJ
ajis02-2541	142	9	as	as	ADP
ajis02-2541	142	10	decision	decision	NOUN
ajis02-2541	142	11	-	-	PUNCT
ajis02-2541	142	12	making	make	VERB
ajis02-2541	142	13	structures	structure	NOUN
ajis02-2541	142	14	,	,	PUNCT
ajis02-2541	142	15	alignment	alignment	NOUN
ajis02-2541	142	16	processes	process	NOUN
ajis02-2541	142	17	,	,	PUNCT
ajis02-2541	142	18	and	and	CCONJ
ajis02-2541	142	19	formal	formal	ADJ
ajis02-2541	142	20	communications	communication	NOUN
ajis02-2541	142	21	(	(	PUNCT
ajis02-2541	142	22	weill	weill	PROPN
ajis02-2541	142	23	&	&	CCONJ
ajis02-2541	142	24	ross	ross	PROPN
ajis02-2541	142	25	,	,	PUNCT
ajis02-2541	142	26	2005	2005	NUM
ajis02-2541	142	27	)	)	PUNCT
ajis02-2541	142	28	.	.	PUNCT
ajis02-2541	143	1	australasian	australasian	ADJ
ajis02-2541	143	2	journal	journal	NOUN
ajis02-2541	143	3	of	of	ADP
ajis02-2541	143	4	information	information	NOUN
ajis02-2541	143	5	systems	system	NOUN
ajis02-2541	143	6	balakrishnan	balakrishnan	PROPN
ajis02-2541	143	7	,	,	PUNCT
ajis02-2541	143	8	das	das	PROPN
ajis02-2541	143	9	&	&	CCONJ
ajis02-2541	143	10	chattopadhyay	chattopadhyay	PROPN
ajis02-2541	143	11	2020	2020	NUM
ajis02-2541	143	12	,	,	PUNCT
ajis02-2541	143	13	vol	vol	NOUN
ajis02-2541	143	14	24	24	NUM
ajis02-2541	143	15	,	,	PUNCT
ajis02-2541	143	16	research	research	NOUN
ajis02-2541	143	17	article	article	NOUN
ajis02-2541	143	18	implementing	implement	VERB
ajis02-2541	143	19	data	datum	NOUN
ajis02-2541	143	20	strategy	strategy	NOUN
ajis02-2541	143	21	8	8	NUM
ajis02-2541	143	22	successful	successful	ADJ
ajis02-2541	143	23	information	information	NOUN
ajis02-2541	143	24	governance	governance	NOUN
ajis02-2541	143	25	warrants	warrant	NOUN
ajis02-2541	143	26	accountability	accountability	NOUN
ajis02-2541	143	27	,	,	PUNCT
ajis02-2541	143	28	and	and	CCONJ
ajis02-2541	143	29	accountability	accountability	NOUN
ajis02-2541	143	30	is	be	AUX
ajis02-2541	143	31	executed	execute	VERB
ajis02-2541	143	32	through	through	ADP
ajis02-2541	143	33	a	a	DET
ajis02-2541	143	34	formalized	formalize	VERB
ajis02-2541	143	35	process	process	NOUN
ajis02-2541	143	36	called	call	VERB
ajis02-2541	143	37	stewardship	stewardship	NOUN
ajis02-2541	143	38	(	(	PUNCT
ajis02-2541	143	39	newman	newman	PROPN
ajis02-2541	143	40	&	&	CCONJ
ajis02-2541	143	41	logan	logan	PROPN
ajis02-2541	143	42	,	,	PUNCT
ajis02-2541	143	43	2009	2009	NUM
ajis02-2541	143	44	)	)	PUNCT
ajis02-2541	143	45	.	.	PUNCT
ajis02-2541	144	1	the	the	DET
ajis02-2541	144	2	people	people	NOUN
ajis02-2541	144	3	aspect	aspect	VERB
ajis02-2541	144	4	of	of	ADP
ajis02-2541	144	5	data	datum	NOUN
ajis02-2541	144	6	management	management	NOUN
ajis02-2541	144	7	deals	deal	NOUN
ajis02-2541	144	8	with	with	ADP
ajis02-2541	144	9	identifying	identify	VERB
ajis02-2541	144	10	data	datum	NOUN
ajis02-2541	144	11	-	-	PUNCT
ajis02-2541	144	12	stewards	steward	NOUN
ajis02-2541	144	13	people	people	NOUN
ajis02-2541	144	14	collectively	collectively	ADV
ajis02-2541	144	15	responsible	responsible	ADJ
ajis02-2541	144	16	for	for	ADP
ajis02-2541	144	17	data	datum	NOUN
ajis02-2541	144	18	quality	quality	NOUN
ajis02-2541	144	19	in	in	ADP
ajis02-2541	144	20	the	the	DET
ajis02-2541	144	21	organization	organization	NOUN
ajis02-2541	144	22	by	by	ADP
ajis02-2541	144	23	defining	define	VERB
ajis02-2541	144	24	policies	policy	NOUN
ajis02-2541	144	25	and	and	CCONJ
ajis02-2541	144	26	procedures	procedure	NOUN
ajis02-2541	144	27	for	for	ADP
ajis02-2541	144	28	the	the	DET
ajis02-2541	144	29	classification	classification	NOUN
ajis02-2541	144	30	,	,	PUNCT
ajis02-2541	144	31	protection	protection	NOUN
ajis02-2541	144	32	,	,	PUNCT
ajis02-2541	144	33	use	use	NOUN
ajis02-2541	144	34	,	,	PUNCT
ajis02-2541	144	35	and	and	CCONJ
ajis02-2541	144	36	management	management	NOUN
ajis02-2541	144	37	of	of	ADP
ajis02-2541	144	38	data	datum	NOUN
ajis02-2541	144	39	(	(	PUNCT
ajis02-2541	144	40	salido	salido	NOUN
ajis02-2541	144	41	,	,	PUNCT
ajis02-2541	144	42	2010	2010	NUM
ajis02-2541	144	43	)	)	PUNCT
ajis02-2541	144	44	.	.	PUNCT
ajis02-2541	145	1	the	the	DET
ajis02-2541	145	2	data	datum	NOUN
ajis02-2541	145	3	stewards	steward	NOUN
ajis02-2541	145	4	engage	engage	VERB
ajis02-2541	145	5	in	in	ADP
ajis02-2541	145	6	information	information	NOUN
ajis02-2541	145	7	governance	governance	NOUN
ajis02-2541	145	8	by	by	ADP
ajis02-2541	145	9	implementing	implement	VERB
ajis02-2541	145	10	managerial	managerial	ADJ
ajis02-2541	145	11	activities	activity	NOUN
ajis02-2541	145	12	such	such	ADJ
ajis02-2541	145	13	as	as	ADP
ajis02-2541	145	14	setting	set	VERB
ajis02-2541	145	15	standards	standard	NOUN
ajis02-2541	145	16	,	,	PUNCT
ajis02-2541	145	17	enforcing	enforce	VERB
ajis02-2541	145	18	policies	policy	NOUN
ajis02-2541	145	19	around	around	ADP
ajis02-2541	145	20	data	datum	NOUN
ajis02-2541	145	21	,	,	PUNCT
ajis02-2541	145	22	resolving	resolve	VERB
ajis02-2541	145	23	intra	intra	ADJ
ajis02-2541	145	24	-	-	ADJ
ajis02-2541	145	25	team	team	ADJ
ajis02-2541	145	26	issues	issue	NOUN
ajis02-2541	145	27	and	and	CCONJ
ajis02-2541	145	28	implementing	implement	VERB
ajis02-2541	145	29	day	day	NOUN
ajis02-2541	145	30	-	-	PUNCT
ajis02-2541	145	31	to	to	ADP
ajis02-2541	145	32	-	-	PUNCT
ajis02-2541	145	33	day	day	NOUN
ajis02-2541	145	34	operational	operational	ADJ
ajis02-2541	145	35	procedures	procedure	NOUN
ajis02-2541	145	36	(	(	PUNCT
ajis02-2541	145	37	newman	newman	PROPN
ajis02-2541	145	38	&	&	CCONJ
ajis02-2541	145	39	logan	logan	PROPN
ajis02-2541	145	40	,	,	PUNCT
ajis02-2541	145	41	2009	2009	NUM
ajis02-2541	145	42	)	)	PUNCT
ajis02-2541	145	43	.	.	PUNCT
ajis02-2541	146	1	the	the	DET
ajis02-2541	146	2	process	process	NOUN
ajis02-2541	146	3	aspect	aspect	NOUN
ajis02-2541	146	4	of	of	ADP
ajis02-2541	146	5	data	datum	NOUN
ajis02-2541	146	6	management	management	NOUN
ajis02-2541	146	7	deals	deal	NOUN
ajis02-2541	146	8	with	with	ADP
ajis02-2541	146	9	defining	define	VERB
ajis02-2541	146	10	a	a	DET
ajis02-2541	146	11	set	set	NOUN
ajis02-2541	146	12	of	of	ADP
ajis02-2541	146	13	processes	process	NOUN
ajis02-2541	146	14	to	to	PART
ajis02-2541	146	15	manage	manage	VERB
ajis02-2541	146	16	elements	element	NOUN
ajis02-2541	146	17	such	such	ADJ
ajis02-2541	146	18	as	as	ADP
ajis02-2541	146	19	information	information	NOUN
ajis02-2541	146	20	security	security	NOUN
ajis02-2541	146	21	needs	need	NOUN
ajis02-2541	146	22	and	and	CCONJ
ajis02-2541	146	23	compliance	compliance	NOUN
ajis02-2541	146	24	needs	need	NOUN
ajis02-2541	146	25	of	of	ADP
ajis02-2541	146	26	the	the	DET
ajis02-2541	146	27	organization	organization	NOUN
ajis02-2541	146	28	.	.	PUNCT
ajis02-2541	147	1	the	the	DET
ajis02-2541	147	2	process	process	NOUN
ajis02-2541	147	3	aspect	aspect	NOUN
ajis02-2541	147	4	of	of	ADP
ajis02-2541	147	5	information	information	NOUN
ajis02-2541	147	6	governance	governance	NOUN
ajis02-2541	147	7	deals	deal	NOUN
ajis02-2541	147	8	with	with	ADP
ajis02-2541	147	9	monitoring	monitoring	NOUN
ajis02-2541	147	10	and	and	CCONJ
ajis02-2541	147	11	reconciling	reconcile	VERB
ajis02-2541	147	12	data	datum	NOUN
ajis02-2541	147	13	at	at	ADP
ajis02-2541	147	14	critical	critical	ADJ
ajis02-2541	147	15	points	point	NOUN
ajis02-2541	147	16	along	along	ADP
ajis02-2541	147	17	data	data	PROPN
ajis02-2541	147	18	’s	’s	PART
ajis02-2541	147	19	path	path	NOUN
ajis02-2541	147	20	through	through	ADP
ajis02-2541	147	21	the	the	DET
ajis02-2541	147	22	organization	organization	NOUN
ajis02-2541	147	23	’s	’s	PART
ajis02-2541	147	24	it	it	PRON
ajis02-2541	147	25	systems	system	NOUN
ajis02-2541	147	26	,	,	PUNCT
ajis02-2541	147	27	and	and	CCONJ
ajis02-2541	147	28	this	this	PRON
ajis02-2541	147	29	includes	include	VERB
ajis02-2541	147	30	initial	initial	ADJ
ajis02-2541	147	31	data	datum	NOUN
ajis02-2541	147	32	entry	entry	NOUN
ajis02-2541	147	33	points	point	NOUN
ajis02-2541	147	34	and	and	CCONJ
ajis02-2541	147	35	data	datum	NOUN
ajis02-2541	147	36	aggregation	aggregation	NOUN
ajis02-2541	147	37	points	point	NOUN
ajis02-2541	147	38	(	(	PUNCT
ajis02-2541	147	39	griffin	griffin	NOUN
ajis02-2541	147	40	,	,	PUNCT
ajis02-2541	147	41	2005	2005	NUM
ajis02-2541	147	42	)	)	PUNCT
ajis02-2541	147	43	.	.	PUNCT
ajis02-2541	148	1	at	at	ADP
ajis02-2541	148	2	the	the	DET
ajis02-2541	148	3	data	data	NOUN
ajis02-2541	148	4	-	-	PUNCT
ajis02-2541	148	5	entry	entry	NOUN
ajis02-2541	148	6	points	point	NOUN
ajis02-2541	148	7	,	,	PUNCT
ajis02-2541	148	8	the	the	DET
ajis02-2541	148	9	it	it	PRON
ajis02-2541	148	10	systems	system	NOUN
ajis02-2541	148	11	could	could	AUX
ajis02-2541	148	12	check	check	VERB
ajis02-2541	148	13	for	for	ADP
ajis02-2541	148	14	valid	valid	ADJ
ajis02-2541	148	15	values	value	NOUN
ajis02-2541	148	16	or	or	CCONJ
ajis02-2541	148	17	required	require	VERB
ajis02-2541	148	18	values	value	NOUN
ajis02-2541	148	19	.	.	PUNCT
ajis02-2541	149	1	at	at	ADP
ajis02-2541	149	2	data	data	NOUN
ajis02-2541	149	3	aggregation	aggregation	NOUN
ajis02-2541	149	4	points	point	NOUN
ajis02-2541	149	5	,	,	PUNCT
ajis02-2541	149	6	the	the	DET
ajis02-2541	149	7	process	process	NOUN
ajis02-2541	149	8	steps	step	NOUN
ajis02-2541	149	9	could	could	AUX
ajis02-2541	149	10	include	include	VERB
ajis02-2541	149	11	eliminating	eliminate	VERB
ajis02-2541	149	12	duplicate	duplicate	ADJ
ajis02-2541	149	13	data	datum	NOUN
ajis02-2541	149	14	entries	entry	NOUN
ajis02-2541	149	15	and	and	CCONJ
ajis02-2541	149	16	checking	check	VERB
ajis02-2541	149	17	for	for	ADP
ajis02-2541	149	18	valid	valid	ADJ
ajis02-2541	149	19	crossreferences	crossreference	NOUN
ajis02-2541	149	20	to	to	PART
ajis02-2541	149	21	strengthen	strengthen	VERB
ajis02-2541	149	22	the	the	DET
ajis02-2541	149	23	authenticity	authenticity	NOUN
ajis02-2541	149	24	of	of	ADP
ajis02-2541	149	25	data	datum	NOUN
ajis02-2541	149	26	.	.	PUNCT
ajis02-2541	150	1	also	also	ADV
ajis02-2541	150	2	,	,	PUNCT
ajis02-2541	150	3	the	the	DET
ajis02-2541	150	4	process	process	NOUN
ajis02-2541	150	5	options	option	NOUN
ajis02-2541	150	6	include	include	VERB
ajis02-2541	150	7	features	feature	NOUN
ajis02-2541	150	8	for	for	ADP
ajis02-2541	150	9	manual	manual	ADJ
ajis02-2541	150	10	corrections	correction	NOUN
ajis02-2541	150	11	to	to	ADP
ajis02-2541	150	12	exceptions	exception	NOUN
ajis02-2541	150	13	and	and	CCONJ
ajis02-2541	150	14	errors	error	NOUN
ajis02-2541	150	15	that	that	PRON
ajis02-2541	150	16	can	can	AUX
ajis02-2541	150	17	not	not	PART
ajis02-2541	150	18	be	be	AUX
ajis02-2541	150	19	fixed	fix	VERB
ajis02-2541	150	20	automatically	automatically	ADV
ajis02-2541	150	21	(	(	PUNCT
ajis02-2541	150	22	griffin	griffin	NOUN
ajis02-2541	150	23	,	,	PUNCT
ajis02-2541	150	24	2005	2005	NUM
ajis02-2541	150	25	)	)	PUNCT
ajis02-2541	150	26	.	.	PUNCT
ajis02-2541	151	1	the	the	DET
ajis02-2541	151	2	technology	technology	NOUN
ajis02-2541	151	3	aspects	aspect	NOUN
ajis02-2541	151	4	of	of	ADP
ajis02-2541	151	5	information	information	NOUN
ajis02-2541	151	6	governance	governance	NOUN
ajis02-2541	151	7	and	and	CCONJ
ajis02-2541	151	8	data	datum	NOUN
ajis02-2541	151	9	management	management	NOUN
ajis02-2541	151	10	deal	deal	NOUN
ajis02-2541	151	11	with	with	ADP
ajis02-2541	151	12	activities	activity	NOUN
ajis02-2541	151	13	such	such	ADJ
ajis02-2541	151	14	as	as	ADP
ajis02-2541	151	15	providing	provide	VERB
ajis02-2541	151	16	secure	secure	ADJ
ajis02-2541	151	17	infrastructure	infrastructure	NOUN
ajis02-2541	151	18	,	,	PUNCT
ajis02-2541	151	19	implementing	implement	VERB
ajis02-2541	151	20	identity	identity	NOUN
ajis02-2541	151	21	and	and	CCONJ
ajis02-2541	151	22	access	access	NOUN
ajis02-2541	151	23	control	control	NOUN
ajis02-2541	151	24	,	,	PUNCT
ajis02-2541	151	25	strengthening	strengthen	VERB
ajis02-2541	151	26	information	information	NOUN
ajis02-2541	151	27	protection	protection	NOUN
ajis02-2541	151	28	features	feature	NOUN
ajis02-2541	151	29	,	,	PUNCT
ajis02-2541	151	30	and	and	CCONJ
ajis02-2541	151	31	implementing	implement	VERB
ajis02-2541	151	32	robust	robust	ADJ
ajis02-2541	151	33	auditing	auditing	NOUN
ajis02-2541	151	34	and	and	CCONJ
ajis02-2541	151	35	reporting	reporting	NOUN
ajis02-2541	151	36	functionalities	functionality	NOUN
ajis02-2541	151	37	(	(	PUNCT
ajis02-2541	151	38	salido	salido	NOUN
ajis02-2541	151	39	,	,	PUNCT
ajis02-2541	151	40	2010	2010	NUM
ajis02-2541	151	41	)	)	PUNCT
ajis02-2541	151	42	.	.	PUNCT
ajis02-2541	152	1	the	the	DET
ajis02-2541	152	2	software	software	NOUN
ajis02-2541	152	3	solution	solution	NOUN
ajis02-2541	152	4	considered	consider	VERB
ajis02-2541	152	5	for	for	ADP
ajis02-2541	152	6	big	big	ADJ
ajis02-2541	152	7	data	data	NOUN
ajis02-2541	152	8	-	-	PUNCT
ajis02-2541	152	9	related	relate	VERB
ajis02-2541	152	10	data	datum	NOUN
ajis02-2541	152	11	management	management	NOUN
ajis02-2541	152	12	solutions	solution	NOUN
ajis02-2541	152	13	should	should	AUX
ajis02-2541	152	14	scale	scale	VERB
ajis02-2541	152	15	to	to	PART
ajis02-2541	152	16	accommodate	accommodate	VERB
ajis02-2541	152	17	large	large	ADJ
ajis02-2541	152	18	datasets	dataset	NOUN
ajis02-2541	152	19	,	,	PUNCT
ajis02-2541	152	20	leverage	leverage	VERB
ajis02-2541	152	21	the	the	DET
ajis02-2541	152	22	underlying	underlie	VERB
ajis02-2541	152	23	hardware	hardware	NOUN
ajis02-2541	152	24	platforms	platform	NOUN
ajis02-2541	152	25	efficiently	efficiently	ADV
ajis02-2541	152	26	,	,	PUNCT
ajis02-2541	152	27	and	and	CCONJ
ajis02-2541	152	28	bridge	bridge	VERB
ajis02-2541	152	29	the	the	DET
ajis02-2541	152	30	increasing	increase	VERB
ajis02-2541	152	31	gap	gap	NOUN
ajis02-2541	152	32	between	between	ADP
ajis02-2541	152	33	growing	grow	VERB
ajis02-2541	152	34	data	datum	NOUN
ajis02-2541	152	35	and	and	CCONJ
ajis02-2541	152	36	computing	compute	VERB
ajis02-2541	152	37	power	power	NOUN
ajis02-2541	152	38	(	(	PUNCT
ajis02-2541	152	39	kambatla	kambatla	NOUN
ajis02-2541	152	40	,	,	PUNCT
ajis02-2541	152	41	kollias	kollias	PROPN
ajis02-2541	152	42	,	,	PUNCT
ajis02-2541	152	43	kumar	kumar	PROPN
ajis02-2541	152	44	,	,	PUNCT
ajis02-2541	152	45	&	&	CCONJ
ajis02-2541	152	46	grama	grama	PROPN
ajis02-2541	152	47	,	,	PUNCT
ajis02-2541	152	48	2014	2014	NUM
ajis02-2541	152	49	)	)	PUNCT
ajis02-2541	152	50	.	.	PUNCT
ajis02-2541	153	1	the	the	DET
ajis02-2541	153	2	terms	term	NOUN
ajis02-2541	153	3	data	datum	NOUN
ajis02-2541	153	4	governance	governance	NOUN
ajis02-2541	153	5	and	and	CCONJ
ajis02-2541	153	6	data	datum	NOUN
ajis02-2541	153	7	quality	quality	NOUN
ajis02-2541	153	8	are	be	AUX
ajis02-2541	153	9	often	often	ADV
ajis02-2541	153	10	used	use	VERB
ajis02-2541	153	11	interchangeably	interchangeably	ADV
ajis02-2541	153	12	,	,	PUNCT
ajis02-2541	153	13	but	but	CCONJ
ajis02-2541	153	14	both	both	PRON
ajis02-2541	153	15	are	be	AUX
ajis02-2541	153	16	different	different	ADJ
ajis02-2541	153	17	in	in	ADP
ajis02-2541	153	18	theory	theory	NOUN
ajis02-2541	153	19	and	and	CCONJ
ajis02-2541	153	20	practice	practice	NOUN
ajis02-2541	153	21	.	.	PUNCT
ajis02-2541	154	1	data	datum	NOUN
ajis02-2541	154	2	quality	quality	NOUN
ajis02-2541	154	3	happens	happen	VERB
ajis02-2541	154	4	at	at	ADP
ajis02-2541	154	5	both	both	CCONJ
ajis02-2541	154	6	the	the	DET
ajis02-2541	154	7	front	front	ADJ
ajis02-2541	154	8	-	-	PUNCT
ajis02-2541	154	9	end	end	NOUN
ajis02-2541	154	10	through	through	ADP
ajis02-2541	154	11	data	datum	NOUN
ajis02-2541	154	12	validations	validation	NOUN
ajis02-2541	154	13	and	and	CCONJ
ajis02-2541	154	14	back	back	NOUN
ajis02-2541	154	15	-	-	PUNCT
ajis02-2541	154	16	end	end	NOUN
ajis02-2541	154	17	through	through	ADP
ajis02-2541	154	18	databases	database	NOUN
ajis02-2541	154	19	.	.	PUNCT
ajis02-2541	155	1	the	the	DET
ajis02-2541	155	2	process	process	NOUN
ajis02-2541	155	3	of	of	ADP
ajis02-2541	155	4	data	datum	NOUN
ajis02-2541	155	5	quality	quality	NOUN
ajis02-2541	155	6	is	be	AUX
ajis02-2541	155	7	defined	define	VERB
ajis02-2541	155	8	,	,	PUNCT
ajis02-2541	155	9	structured	structured	ADJ
ajis02-2541	155	10	,	,	PUNCT
ajis02-2541	155	11	and	and	CCONJ
ajis02-2541	155	12	implemented	implement	VERB
ajis02-2541	155	13	through	through	ADP
ajis02-2541	155	14	a	a	DET
ajis02-2541	155	15	well	well	ADV
ajis02-2541	155	16	-	-	PUNCT
ajis02-2541	155	17	designed	design	VERB
ajis02-2541	155	18	data	datum	NOUN
ajis02-2541	155	19	governance	governance	NOUN
ajis02-2541	155	20	framework	framework	NOUN
ajis02-2541	155	21	.	.	PUNCT
ajis02-2541	156	1	in	in	ADP
ajis02-2541	156	2	the	the	DET
ajis02-2541	156	3	data	data	NOUN
ajis02-2541	156	4	governance	governance	NOUN
ajis02-2541	156	5	framework	framework	NOUN
ajis02-2541	156	6	,	,	PUNCT
ajis02-2541	156	7	rules	rule	NOUN
ajis02-2541	156	8	and	and	CCONJ
ajis02-2541	156	9	policies	policy	NOUN
ajis02-2541	156	10	related	relate	VERB
ajis02-2541	156	11	to	to	ADP
ajis02-2541	156	12	data	datum	NOUN
ajis02-2541	156	13	ownership	ownership	NOUN
ajis02-2541	156	14	,	,	PUNCT
ajis02-2541	156	15	data	datum	NOUN
ajis02-2541	156	16	processes	process	NOUN
ajis02-2541	156	17	,	,	PUNCT
ajis02-2541	156	18	and	and	CCONJ
ajis02-2541	156	19	data	datum	NOUN
ajis02-2541	156	20	technologies	technology	NOUN
ajis02-2541	156	21	are	be	AUX
ajis02-2541	156	22	clearly	clearly	ADV
ajis02-2541	156	23	defined	define	VERB
ajis02-2541	156	24	.	.	PUNCT
ajis02-2541	157	1	in	in	ADP
ajis02-2541	157	2	other	other	ADJ
ajis02-2541	157	3	words	word	NOUN
ajis02-2541	157	4	,	,	PUNCT
ajis02-2541	157	5	data	datum	NOUN
ajis02-2541	157	6	governance	governance	NOUN
ajis02-2541	157	7	provides	provide	VERB
ajis02-2541	157	8	a	a	DET
ajis02-2541	157	9	framework	framework	NOUN
ajis02-2541	157	10	for	for	ADP
ajis02-2541	157	11	managing	manage	VERB
ajis02-2541	157	12	data	datum	NOUN
ajis02-2541	157	13	quality	quality	NOUN
ajis02-2541	157	14	(	(	PUNCT
ajis02-2541	157	15	ghosh	ghosh	PROPN
ajis02-2541	157	16	,	,	PUNCT
ajis02-2541	157	17	2019	2019	NUM
ajis02-2541	157	18	)	)	PUNCT
ajis02-2541	157	19	.	.	PUNCT
ajis02-2541	158	1	the	the	DET
ajis02-2541	158	2	existing	exist	VERB
ajis02-2541	158	3	literature	literature	NOUN
ajis02-2541	158	4	on	on	ADP
ajis02-2541	158	5	data	datum	NOUN
ajis02-2541	158	6	management	management	NOUN
ajis02-2541	158	7	covers	cover	VERB
ajis02-2541	158	8	a	a	DET
ajis02-2541	158	9	variety	variety	NOUN
ajis02-2541	158	10	of	of	ADP
ajis02-2541	158	11	topics	topic	NOUN
ajis02-2541	158	12	,	,	PUNCT
ajis02-2541	158	13	as	as	SCONJ
ajis02-2541	158	14	mentioned	mention	VERB
ajis02-2541	158	15	in	in	ADP
ajis02-2541	158	16	table	table	NOUN
ajis02-2541	158	17	1	1	NUM
ajis02-2541	158	18	.	.	PUNCT
ajis02-2541	159	1	however	however	ADV
ajis02-2541	159	2	,	,	PUNCT
ajis02-2541	159	3	in	in	ADP
ajis02-2541	159	4	the	the	DET
ajis02-2541	159	5	current	current	ADJ
ajis02-2541	159	6	research	research	NOUN
ajis02-2541	159	7	of	of	ADP
ajis02-2541	159	8	data	datum	NOUN
ajis02-2541	159	9	management	management	NOUN
ajis02-2541	159	10	,	,	PUNCT
ajis02-2541	159	11	queries	query	VERB
ajis02-2541	159	12	such	such	ADJ
ajis02-2541	159	13	as	as	ADP
ajis02-2541	159	14	‘	'	PUNCT
ajis02-2541	159	15	how	how	SCONJ
ajis02-2541	159	16	do	do	AUX
ajis02-2541	159	17	organizations	organization	NOUN
ajis02-2541	159	18	support	support	VERB
ajis02-2541	159	19	variety	variety	NOUN
ajis02-2541	159	20	of	of	ADP
ajis02-2541	159	21	data	datum	NOUN
ajis02-2541	159	22	management	management	NOUN
ajis02-2541	159	23	solutions	solution	NOUN
ajis02-2541	159	24	ranging	range	VERB
ajis02-2541	159	25	from	from	ADP
ajis02-2541	159	26	traditional	traditional	ADJ
ajis02-2541	159	27	rdbms	rdbms	NOUN
ajis02-2541	159	28	to	to	ADP
ajis02-2541	159	29	newsql	newsql	NOUN
ajis02-2541	159	30	,	,	PUNCT
ajis02-2541	159	31	and	and	CCONJ
ajis02-2541	159	32	how	how	SCONJ
ajis02-2541	159	33	do	do	AUX
ajis02-2541	159	34	organizations	organization	NOUN
ajis02-2541	159	35	integrate	integrate	VERB
ajis02-2541	159	36	them	they	PRON
ajis02-2541	159	37	for	for	ADP
ajis02-2541	159	38	facilitating	facilitate	VERB
ajis02-2541	159	39	data	datum	NOUN
ajis02-2541	159	40	collection	collection	NOUN
ajis02-2541	159	41	,	,	PUNCT
ajis02-2541	159	42	aggregation	aggregation	NOUN
ajis02-2541	159	43	,	,	PUNCT
ajis02-2541	159	44	and	and	CCONJ
ajis02-2541	159	45	analysis	analysis	NOUN
ajis02-2541	159	46	?	?	PUNCT
ajis02-2541	159	47	,	,	PUNCT
ajis02-2541	159	48	‘	'	PUNCT
ajis02-2541	159	49	what	what	PRON
ajis02-2541	159	50	is	be	AUX
ajis02-2541	159	51	the	the	DET
ajis02-2541	159	52	recommended	recommend	VERB
ajis02-2541	159	53	data	data	NOUN
ajis02-2541	159	54	architecture	architecture	NOUN
ajis02-2541	159	55	for	for	ADP
ajis02-2541	159	56	supporting	support	VERB
ajis02-2541	159	57	dataenabled	dataenable	VERB
ajis02-2541	159	58	value	value	NOUN
ajis02-2541	159	59	creation	creation	NOUN
ajis02-2541	159	60	?	?	PUNCT
ajis02-2541	159	61	’	'	PUNCT
ajis02-2541	159	62	,	,	PUNCT
ajis02-2541	159	63	and	and	CCONJ
ajis02-2541	159	64	‘	'	PUNCT
ajis02-2541	159	65	what	what	PRON
ajis02-2541	159	66	are	be	AUX
ajis02-2541	159	67	the	the	DET
ajis02-2541	159	68	design	design	NOUN
ajis02-2541	159	69	considerations	consideration	NOUN
ajis02-2541	159	70	in	in	ADP
ajis02-2541	159	71	implementing	implement	VERB
ajis02-2541	159	72	the	the	DET
ajis02-2541	159	73	proposed	propose	VERB
ajis02-2541	159	74	architecture	architecture	NOUN
ajis02-2541	159	75	,	,	PUNCT
ajis02-2541	159	76	in	in	ADP
ajis02-2541	159	77	terms	term	NOUN
ajis02-2541	159	78	of	of	ADP
ajis02-2541	159	79	data	data	NOUN
ajis02-2541	159	80	governance	governance	NOUN
ajis02-2541	159	81	,	,	PUNCT
ajis02-2541	159	82	data	datum	NOUN
ajis02-2541	159	83	security	security	NOUN
ajis02-2541	159	84	,	,	PUNCT
ajis02-2541	159	85	disaster	disaster	NOUN
ajis02-2541	159	86	management	management	NOUN
ajis02-2541	159	87	,	,	PUNCT
ajis02-2541	159	88	and	and	CCONJ
ajis02-2541	159	89	business	business	NOUN
ajis02-2541	159	90	continuity	continuity	NOUN
ajis02-2541	159	91	?	?	PUNCT
ajis02-2541	159	92	’	'	PUNCT
ajis02-2541	159	93	,	,	PUNCT
ajis02-2541	159	94	have	have	AUX
ajis02-2541	159	95	been	be	AUX
ajis02-2541	159	96	identified	identify	VERB
ajis02-2541	159	97	as	as	ADP
ajis02-2541	159	98	less	less	ADV
ajis02-2541	159	99	explored	explore	VERB
ajis02-2541	159	100	,	,	PUNCT
ajis02-2541	159	101	and	and	CCONJ
ajis02-2541	159	102	recommended	recommend	VERB
ajis02-2541	159	103	for	for	ADP
ajis02-2541	159	104	research	research	NOUN
ajis02-2541	159	105	.	.	PUNCT
ajis02-2541	160	1	this	this	DET
ajis02-2541	160	2	study	study	NOUN
ajis02-2541	160	3	attempts	attempt	VERB
ajis02-2541	160	4	to	to	PART
ajis02-2541	160	5	delve	delve	VERB
ajis02-2541	160	6	into	into	ADP
ajis02-2541	160	7	various	various	ADJ
ajis02-2541	160	8	aspects	aspect	NOUN
ajis02-2541	160	9	of	of	ADP
ajis02-2541	160	10	data	datum	NOUN
ajis02-2541	160	11	management	management	NOUN
ajis02-2541	160	12	,	,	PUNCT
ajis02-2541	160	13	to	to	PART
ajis02-2541	160	14	arrive	arrive	VERB
ajis02-2541	160	15	at	at	ADP
ajis02-2541	160	16	inferences	inference	NOUN
ajis02-2541	160	17	on	on	ADP
ajis02-2541	160	18	reference	reference	NOUN
ajis02-2541	160	19	architecture	architecture	NOUN
ajis02-2541	160	20	and	and	CCONJ
ajis02-2541	160	21	design	design	NOUN
ajis02-2541	160	22	considerations	consideration	NOUN
ajis02-2541	160	23	to	to	PART
ajis02-2541	160	24	enable	enable	VERB
ajis02-2541	160	25	data	datum	NOUN
ajis02-2541	160	26	strategy	strategy	NOUN
ajis02-2541	160	27	for	for	ADP
ajis02-2541	160	28	customer	customer	NOUN
ajis02-2541	160	29	value	value	NOUN
ajis02-2541	160	30	creation	creation	NOUN
ajis02-2541	160	31	.	.	PUNCT
ajis02-2541	161	1	australasian	australasian	ADJ
ajis02-2541	161	2	journal	journal	NOUN
ajis02-2541	161	3	of	of	ADP
ajis02-2541	161	4	information	information	NOUN
ajis02-2541	161	5	systems	system	NOUN
ajis02-2541	161	6	balakrishnan	balakrishnan	PROPN
ajis02-2541	161	7	,	,	PUNCT
ajis02-2541	161	8	das	das	PROPN
ajis02-2541	161	9	&	&	CCONJ
ajis02-2541	161	10	chattopadhyay	chattopadhyay	PROPN
ajis02-2541	161	11	2020	2020	NUM
ajis02-2541	161	12	,	,	PUNCT
ajis02-2541	161	13	vol	vol	NOUN
ajis02-2541	161	14	24	24	NUM
ajis02-2541	161	15	,	,	PUNCT
ajis02-2541	161	16	research	research	NOUN
ajis02-2541	161	17	article	article	NOUN
ajis02-2541	161	18	implementing	implement	VERB
ajis02-2541	161	19	data	datum	NOUN
ajis02-2541	161	20	strategy	strategy	NOUN
ajis02-2541	161	21	9	9	NUM
ajis02-2541	161	22	3	3	NUM
ajis02-2541	161	23	research	research	NOUN
ajis02-2541	161	24	methodology	methodology	NOUN
ajis02-2541	161	25	3.1	3.1	NUM
ajis02-2541	161	26	research	research	NOUN
ajis02-2541	161	27	setting	set	VERB
ajis02-2541	161	28	this	this	DET
ajis02-2541	161	29	study	study	NOUN
ajis02-2541	161	30	is	be	AUX
ajis02-2541	161	31	based	base	VERB
ajis02-2541	161	32	on	on	ADP
ajis02-2541	161	33	an	an	DET
ajis02-2541	161	34	explorative	explorative	ADJ
ajis02-2541	161	35	approach	approach	NOUN
ajis02-2541	161	36	to	to	PART
ajis02-2541	161	37	understand	understand	VERB
ajis02-2541	161	38	data	datum	NOUN
ajis02-2541	161	39	management	management	NOUN
ajis02-2541	161	40	solutions	solution	NOUN
ajis02-2541	161	41	used	use	VERB
ajis02-2541	161	42	by	by	ADP
ajis02-2541	161	43	organizations	organization	NOUN
ajis02-2541	161	44	,	,	PUNCT
ajis02-2541	161	45	and	and	CCONJ
ajis02-2541	161	46	the	the	DET
ajis02-2541	161	47	inferences	inference	NOUN
ajis02-2541	161	48	are	be	AUX
ajis02-2541	161	49	generic	generic	ADJ
ajis02-2541	161	50	in	in	ADP
ajis02-2541	161	51	nature	nature	NOUN
ajis02-2541	161	52	.	.	PUNCT
ajis02-2541	162	1	the	the	DET
ajis02-2541	162	2	study	study	NOUN
ajis02-2541	162	3	is	be	AUX
ajis02-2541	162	4	executed	execute	VERB
ajis02-2541	162	5	through	through	ADP
ajis02-2541	162	6	interviews	interview	NOUN
ajis02-2541	162	7	with	with	ADP
ajis02-2541	162	8	three	three	NUM
ajis02-2541	162	9	data	datum	NOUN
ajis02-2541	162	10	architects	architect	NOUN
ajis02-2541	162	11	focusing	focus	VERB
ajis02-2541	162	12	on	on	ADP
ajis02-2541	162	13	building	build	VERB
ajis02-2541	162	14	solutions	solution	NOUN
ajis02-2541	162	15	using	use	VERB
ajis02-2541	162	16	the	the	DET
ajis02-2541	162	17	latest	late	ADJ
ajis02-2541	162	18	data	datum	NOUN
ajis02-2541	162	19	management	management	NOUN
ajis02-2541	162	20	tools	tool	NOUN
ajis02-2541	162	21	and	and	CCONJ
ajis02-2541	162	22	technologies	technology	NOUN
ajis02-2541	162	23	.	.	PUNCT
ajis02-2541	163	1	all	all	DET
ajis02-2541	163	2	three	three	NUM
ajis02-2541	163	3	data	datum	NOUN
ajis02-2541	163	4	architects	architect	NOUN
ajis02-2541	163	5	have	have	VERB
ajis02-2541	163	6	significant	significant	ADJ
ajis02-2541	163	7	industry	industry	NOUN
ajis02-2541	163	8	experience	experience	NOUN
ajis02-2541	163	9	,	,	PUNCT
ajis02-2541	163	10	worked	work	VERB
ajis02-2541	163	11	with	with	ADP
ajis02-2541	163	12	multi	multi	ADJ
ajis02-2541	163	13	-	-	ADJ
ajis02-2541	163	14	national	national	ADJ
ajis02-2541	163	15	corporations	corporation	NOUN
ajis02-2541	163	16	,	,	PUNCT
ajis02-2541	163	17	and	and	CCONJ
ajis02-2541	163	18	architected	architecte	VERB
ajis02-2541	163	19	complex	complex	ADJ
ajis02-2541	163	20	data	datum	NOUN
ajis02-2541	163	21	management	management	NOUN
ajis02-2541	163	22	solutions	solution	NOUN
ajis02-2541	163	23	for	for	ADP
ajis02-2541	163	24	global	global	ADJ
ajis02-2541	163	25	clients	client	NOUN
ajis02-2541	163	26	.	.	PUNCT
ajis02-2541	164	1	one	one	NUM
ajis02-2541	164	2	of	of	ADP
ajis02-2541	164	3	the	the	DET
ajis02-2541	164	4	architects	architect	NOUN
ajis02-2541	164	5	–	–	PUNCT
ajis02-2541	164	6	a1	a1	NOUN
ajis02-2541	164	7	,	,	PUNCT
ajis02-2541	164	8	has	have	AUX
ajis02-2541	164	9	been	be	AUX
ajis02-2541	164	10	working	work	VERB
ajis02-2541	164	11	on	on	ADP
ajis02-2541	164	12	building	build	VERB
ajis02-2541	164	13	solutions	solution	NOUN
ajis02-2541	164	14	for	for	ADP
ajis02-2541	164	15	clients	client	NOUN
ajis02-2541	164	16	in	in	ADP
ajis02-2541	164	17	north	north	PROPN
ajis02-2541	164	18	america	america	PROPN
ajis02-2541	164	19	.	.	PUNCT
ajis02-2541	165	1	another	another	DET
ajis02-2541	165	2	interviewee	interviewee	NOUN
ajis02-2541	165	3	–	–	PUNCT
ajis02-2541	165	4	a2	a2	PROPN
ajis02-2541	165	5	,	,	PUNCT
ajis02-2541	165	6	has	have	AUX
ajis02-2541	165	7	been	be	AUX
ajis02-2541	165	8	working	work	VERB
ajis02-2541	165	9	with	with	ADP
ajis02-2541	165	10	clients	client	NOUN
ajis02-2541	165	11	in	in	ADP
ajis02-2541	165	12	western	western	ADJ
ajis02-2541	165	13	europe	europe	PROPN
ajis02-2541	165	14	and	and	CCONJ
ajis02-2541	165	15	the	the	DET
ajis02-2541	165	16	americas	america	NOUN
ajis02-2541	165	17	,	,	PUNCT
ajis02-2541	165	18	and	and	CCONJ
ajis02-2541	165	19	the	the	DET
ajis02-2541	165	20	third	third	ADJ
ajis02-2541	165	21	one	one	NUM
ajis02-2541	165	22	–	–	PUNCT
ajis02-2541	165	23	a3	a3	NOUN
ajis02-2541	165	24	has	have	VERB
ajis02-2541	165	25	experience	experience	NOUN
ajis02-2541	165	26	in	in	ADP
ajis02-2541	165	27	building	build	VERB
ajis02-2541	165	28	solutions	solution	NOUN
ajis02-2541	165	29	for	for	ADP
ajis02-2541	165	30	e	e	NOUN
ajis02-2541	165	31	-	-	NOUN
ajis02-2541	165	32	commerce	commerce	NOUN
ajis02-2541	165	33	,	,	PUNCT
ajis02-2541	165	34	banking	banking	NOUN
ajis02-2541	165	35	and	and	CCONJ
ajis02-2541	165	36	financial	financial	ADJ
ajis02-2541	165	37	services	service	NOUN
ajis02-2541	165	38	clients	client	NOUN
ajis02-2541	165	39	in	in	ADP
ajis02-2541	165	40	north	north	PROPN
ajis02-2541	165	41	america	america	PROPN
ajis02-2541	165	42	.	.	PUNCT
ajis02-2541	166	1	this	this	DET
ajis02-2541	166	2	research	research	NOUN
ajis02-2541	166	3	is	be	AUX
ajis02-2541	166	4	conceptual	conceptual	ADJ
ajis02-2541	166	5	in	in	ADP
ajis02-2541	166	6	nature	nature	NOUN
ajis02-2541	166	7	,	,	PUNCT
ajis02-2541	166	8	and	and	CCONJ
ajis02-2541	166	9	there	there	PRON
ajis02-2541	166	10	are	be	VERB
ajis02-2541	166	11	no	no	DET
ajis02-2541	166	12	control	control	NOUN
ajis02-2541	166	13	variables	variable	NOUN
ajis02-2541	166	14	,	,	PUNCT
ajis02-2541	166	15	moderating	moderating	NOUN
ajis02-2541	166	16	,	,	PUNCT
ajis02-2541	166	17	and	and	CCONJ
ajis02-2541	166	18	mediating	mediate	VERB
ajis02-2541	166	19	factors	factor	NOUN
ajis02-2541	166	20	considered	consider	VERB
ajis02-2541	166	21	for	for	ADP
ajis02-2541	166	22	this	this	DET
ajis02-2541	166	23	study	study	NOUN
ajis02-2541	166	24	.	.	PUNCT
ajis02-2541	167	1	this	this	DET
ajis02-2541	167	2	study	study	NOUN
ajis02-2541	167	3	includes	include	VERB
ajis02-2541	167	4	interviews	interview	NOUN
ajis02-2541	167	5	that	that	PRON
ajis02-2541	167	6	have	have	AUX
ajis02-2541	167	7	enabled	enable	VERB
ajis02-2541	167	8	the	the	DET
ajis02-2541	167	9	researchers	researcher	NOUN
ajis02-2541	167	10	to	to	PART
ajis02-2541	167	11	understand	understand	VERB
ajis02-2541	167	12	the	the	DET
ajis02-2541	167	13	data	datum	NOUN
ajis02-2541	167	14	architecture	architecture	NOUN
ajis02-2541	167	15	used	use	VERB
ajis02-2541	167	16	for	for	ADP
ajis02-2541	167	17	creating	create	VERB
ajis02-2541	167	18	a	a	DET
ajis02-2541	167	19	robust	robust	ADJ
ajis02-2541	167	20	data	datum	NOUN
ajis02-2541	167	21	management	management	NOUN
ajis02-2541	167	22	solution	solution	NOUN
ajis02-2541	167	23	covering	cover	VERB
ajis02-2541	167	24	all	all	DET
ajis02-2541	167	25	design	design	NOUN
ajis02-2541	167	26	aspects	aspect	NOUN
ajis02-2541	167	27	,	,	PUNCT
ajis02-2541	167	28	end	end	NOUN
ajis02-2541	167	29	-	-	PUNCT
ajis02-2541	167	30	user	user	NOUN
ajis02-2541	167	31	aspects	aspect	NOUN
ajis02-2541	167	32	,	,	PUNCT
ajis02-2541	167	33	and	and	CCONJ
ajis02-2541	167	34	governance	governance	NOUN
ajis02-2541	167	35	aspects	aspect	NOUN
ajis02-2541	167	36	.	.	PUNCT
ajis02-2541	168	1	the	the	DET
ajis02-2541	168	2	interviewees	interviewee	NOUN
ajis02-2541	168	3	have	have	AUX
ajis02-2541	168	4	provided	provide	VERB
ajis02-2541	168	5	documents	document	NOUN
ajis02-2541	168	6	on	on	ADP
ajis02-2541	168	7	processes	process	NOUN
ajis02-2541	168	8	used	use	VERB
ajis02-2541	168	9	while	while	SCONJ
ajis02-2541	168	10	building	build	VERB
ajis02-2541	168	11	data	data	NOUN
ajis02-2541	168	12	warehouses	warehouse	NOUN
ajis02-2541	168	13	and	and	CCONJ
ajis02-2541	168	14	presented	present	VERB
ajis02-2541	168	15	architecture	architecture	NOUN
ajis02-2541	168	16	diagrams	diagram	NOUN
ajis02-2541	168	17	that	that	PRON
ajis02-2541	168	18	accommodate	accommodate	VERB
ajis02-2541	168	19	various	various	ADJ
ajis02-2541	168	20	data	datum	NOUN
ajis02-2541	168	21	management	management	NOUN
ajis02-2541	168	22	solutions	solution	NOUN
ajis02-2541	168	23	.	.	PUNCT
ajis02-2541	169	1	the	the	DET
ajis02-2541	169	2	study	study	NOUN
ajis02-2541	169	3	involves	involve	VERB
ajis02-2541	169	4	interviewing	interview	VERB
ajis02-2541	169	5	three	three	NUM
ajis02-2541	169	6	candidates	candidate	NOUN
ajis02-2541	169	7	,	,	PUNCT
ajis02-2541	169	8	and	and	CCONJ
ajis02-2541	169	9	for	for	ADP
ajis02-2541	169	10	insightful	insightful	ADJ
ajis02-2541	169	11	qualitative	qualitative	ADJ
ajis02-2541	169	12	research	research	NOUN
ajis02-2541	169	13	,	,	PUNCT
ajis02-2541	169	14	the	the	DET
ajis02-2541	169	15	number	number	NOUN
ajis02-2541	169	16	of	of	ADP
ajis02-2541	169	17	interviewees	interviewee	NOUN
ajis02-2541	169	18	may	may	AUX
ajis02-2541	169	19	not	not	PART
ajis02-2541	169	20	be	be	AUX
ajis02-2541	169	21	considered	consider	VERB
ajis02-2541	169	22	sufficient	sufficient	ADJ
ajis02-2541	169	23	,	,	PUNCT
ajis02-2541	169	24	as	as	SCONJ
ajis02-2541	169	25	interviewing	interview	VERB
ajis02-2541	169	26	three	three	NUM
ajis02-2541	169	27	people	people	NOUN
ajis02-2541	169	28	does	do	AUX
ajis02-2541	169	29	not	not	PART
ajis02-2541	169	30	satisfy	satisfy	VERB
ajis02-2541	169	31	the	the	DET
ajis02-2541	169	32	condition	condition	NOUN
ajis02-2541	169	33	of	of	ADP
ajis02-2541	169	34	having	have	VERB
ajis02-2541	169	35	a	a	DET
ajis02-2541	169	36	representative	representative	ADJ
ajis02-2541	169	37	sample	sample	NOUN
ajis02-2541	169	38	.	.	PUNCT
ajis02-2541	170	1	however	however	ADV
ajis02-2541	170	2	,	,	PUNCT
ajis02-2541	170	3	the	the	DET
ajis02-2541	170	4	three	three	NUM
ajis02-2541	170	5	senior	senior	ADJ
ajis02-2541	170	6	people	people	NOUN
ajis02-2541	170	7	found	find	VERB
ajis02-2541	170	8	for	for	ADP
ajis02-2541	170	9	this	this	DET
ajis02-2541	170	10	study	study	NOUN
ajis02-2541	170	11	a1	a1	NOUN
ajis02-2541	170	12	,	,	PUNCT
ajis02-2541	170	13	a2	a2	PROPN
ajis02-2541	170	14	and	and	CCONJ
ajis02-2541	170	15	a3	a3	NOUN
ajis02-2541	170	16	are	be	AUX
ajis02-2541	170	17	playing	play	VERB
ajis02-2541	170	18	leadership	leadership	NOUN
ajis02-2541	170	19	roles	role	NOUN
ajis02-2541	170	20	in	in	ADP
ajis02-2541	170	21	their	their	PRON
ajis02-2541	170	22	respective	respective	ADJ
ajis02-2541	170	23	teams	team	NOUN
ajis02-2541	170	24	.	.	PUNCT
ajis02-2541	171	1	a1	a1	NOUN
ajis02-2541	171	2	,	,	PUNCT
ajis02-2541	171	3	as	as	SCONJ
ajis02-2541	171	4	a	a	DET
ajis02-2541	171	5	team	team	NOUN
ajis02-2541	171	6	lead	lead	VERB
ajis02-2541	171	7	,	,	PUNCT
ajis02-2541	171	8	manages	manage	VERB
ajis02-2541	171	9	fifteen	fifteen	NUM
ajis02-2541	171	10	data	datum	NOUN
ajis02-2541	171	11	architects	architect	NOUN
ajis02-2541	171	12	,	,	PUNCT
ajis02-2541	171	13	a2	a2	PROPN
ajis02-2541	171	14	,	,	PUNCT
ajis02-2541	171	15	manages	manage	VERB
ajis02-2541	171	16	twenty	twenty	NUM
ajis02-2541	171	17	-	-	PUNCT
ajis02-2541	171	18	five	five	NUM
ajis02-2541	171	19	data	datum	NOUN
ajis02-2541	171	20	architects	architect	NOUN
ajis02-2541	171	21	,	,	PUNCT
ajis02-2541	171	22	and	and	CCONJ
ajis02-2541	171	23	a3	a3	NOUN
ajis02-2541	171	24	manages	manage	VERB
ajis02-2541	171	25	fifteen	fifteen	NUM
ajis02-2541	171	26	data	datum	NOUN
ajis02-2541	171	27	architects	architect	NOUN
ajis02-2541	171	28	.	.	PUNCT
ajis02-2541	172	1	all	all	DET
ajis02-2541	172	2	interviewees	interviewee	NOUN
ajis02-2541	172	3	have	have	VERB
ajis02-2541	172	4	exposure	exposure	NOUN
ajis02-2541	172	5	to	to	ADP
ajis02-2541	172	6	variety	variety	NOUN
ajis02-2541	172	7	of	of	ADP
ajis02-2541	172	8	business	business	NOUN
ajis02-2541	172	9	challenges	challenge	NOUN
ajis02-2541	172	10	in	in	ADP
ajis02-2541	172	11	data	data	NOUN
ajis02-2541	172	12	management	management	NOUN
ajis02-2541	172	13	domain	domain	NOUN
ajis02-2541	172	14	,	,	PUNCT
ajis02-2541	172	15	and	and	CCONJ
ajis02-2541	172	16	they	they	PRON
ajis02-2541	172	17	have	have	AUX
ajis02-2541	172	18	provided	provide	VERB
ajis02-2541	172	19	solutions	solution	NOUN
ajis02-2541	172	20	to	to	ADP
ajis02-2541	172	21	complex	complex	ADJ
ajis02-2541	172	22	business	business	NOUN
ajis02-2541	172	23	problems	problem	NOUN
ajis02-2541	172	24	,	,	PUNCT
ajis02-2541	172	25	with	with	ADP
ajis02-2541	172	26	help	help	NOUN
ajis02-2541	172	27	from	from	ADP
ajis02-2541	172	28	team	team	NOUN
ajis02-2541	172	29	members	member	NOUN
ajis02-2541	172	30	.	.	PUNCT
ajis02-2541	173	1	they	they	PRON
ajis02-2541	173	2	have	have	VERB
ajis02-2541	173	3	a	a	DET
ajis02-2541	173	4	collective	collective	ADJ
ajis02-2541	173	5	knowledge	knowledge	NOUN
ajis02-2541	173	6	base	base	NOUN
ajis02-2541	173	7	on	on	ADP
ajis02-2541	173	8	various	various	ADJ
ajis02-2541	173	9	data	datum	NOUN
ajis02-2541	173	10	management	management	NOUN
ajis02-2541	173	11	techniques	technique	NOUN
ajis02-2541	173	12	and	and	CCONJ
ajis02-2541	173	13	worked	work	VERB
ajis02-2541	173	14	on	on	ADP
ajis02-2541	173	15	all	all	DET
ajis02-2541	173	16	tools	tool	NOUN
ajis02-2541	173	17	and	and	CCONJ
ajis02-2541	173	18	technologies	technology	NOUN
ajis02-2541	173	19	related	relate	VERB
ajis02-2541	173	20	to	to	ADP
ajis02-2541	173	21	data	datum	NOUN
ajis02-2541	173	22	management	management	NOUN
ajis02-2541	173	23	.	.	PUNCT
ajis02-2541	174	1	this	this	DET
ajis02-2541	174	2	criterion	criterion	NOUN
ajis02-2541	174	3	qualifies	qualify	VERB
ajis02-2541	174	4	them	they	PRON
ajis02-2541	174	5	as	as	ADP
ajis02-2541	174	6	subject	subject	NOUN
ajis02-2541	174	7	matter	matter	NOUN
ajis02-2541	174	8	experts	expert	NOUN
ajis02-2541	174	9	(	(	PUNCT
ajis02-2541	174	10	sme	sme	PROPN
ajis02-2541	174	11	)	)	PUNCT
ajis02-2541	174	12	who	who	PRON
ajis02-2541	174	13	could	could	AUX
ajis02-2541	174	14	provide	provide	VERB
ajis02-2541	174	15	insights	insight	NOUN
ajis02-2541	174	16	on	on	ADP
ajis02-2541	174	17	all	all	DET
ajis02-2541	174	18	aspects	aspect	NOUN
ajis02-2541	174	19	of	of	ADP
ajis02-2541	174	20	data	datum	NOUN
ajis02-2541	174	21	management	management	NOUN
ajis02-2541	174	22	.	.	PUNCT
ajis02-2541	175	1	the	the	DET
ajis02-2541	175	2	sme	sme	NOUN
ajis02-2541	175	3	has	have	VERB
ajis02-2541	175	4	profound	profound	ADJ
ajis02-2541	175	5	knowledge	knowledge	NOUN
ajis02-2541	175	6	in	in	ADP
ajis02-2541	175	7	the	the	DET
ajis02-2541	175	8	subject	subject	NOUN
ajis02-2541	175	9	,	,	PUNCT
ajis02-2541	175	10	and	and	CCONJ
ajis02-2541	175	11	their	their	PRON
ajis02-2541	175	12	experience	experience	NOUN
ajis02-2541	175	13	was	be	AUX
ajis02-2541	175	14	evident	evident	ADJ
ajis02-2541	175	15	as	as	SCONJ
ajis02-2541	175	16	they	they	PRON
ajis02-2541	175	17	could	could	AUX
ajis02-2541	175	18	comment	comment	VERB
ajis02-2541	175	19	and	and	CCONJ
ajis02-2541	175	20	voice	voice	VERB
ajis02-2541	175	21	their	their	PRON
ajis02-2541	175	22	opinion	opinion	NOUN
ajis02-2541	175	23	on	on	ADP
ajis02-2541	175	24	all	all	DET
ajis02-2541	175	25	prominent	prominent	ADJ
ajis02-2541	175	26	and	and	CCONJ
ajis02-2541	175	27	latest	late	ADJ
ajis02-2541	175	28	methodologies	methodology	NOUN
ajis02-2541	175	29	and	and	CCONJ
ajis02-2541	175	30	technologies	technology	NOUN
ajis02-2541	175	31	used	use	VERB
ajis02-2541	175	32	for	for	ADP
ajis02-2541	175	33	data	data	NOUN
ajis02-2541	175	34	management	management	NOUN
ajis02-2541	175	35	.	.	PUNCT
ajis02-2541	176	1	all	all	DET
ajis02-2541	176	2	the	the	DET
ajis02-2541	176	3	chosen	choose	VERB
ajis02-2541	176	4	interviewees	interviewee	NOUN
ajis02-2541	176	5	are	be	AUX
ajis02-2541	176	6	from	from	ADP
ajis02-2541	176	7	different	different	ADJ
ajis02-2541	176	8	organizations	organization	NOUN
ajis02-2541	176	9	,	,	PUNCT
ajis02-2541	176	10	and	and	CCONJ
ajis02-2541	176	11	hence	hence	ADV
ajis02-2541	176	12	their	their	PRON
ajis02-2541	176	13	comments	comment	NOUN
ajis02-2541	176	14	and	and	CCONJ
ajis02-2541	176	15	opinions	opinion	NOUN
ajis02-2541	176	16	are	be	AUX
ajis02-2541	176	17	independent	independent	ADJ
ajis02-2541	176	18	,	,	PUNCT
ajis02-2541	176	19	and	and	CCONJ
ajis02-2541	176	20	not	not	PART
ajis02-2541	176	21	influenced	influence	VERB
ajis02-2541	176	22	by	by	ADP
ajis02-2541	176	23	other	other	ADJ
ajis02-2541	176	24	members	member	NOUN
ajis02-2541	176	25	.	.	PUNCT
ajis02-2541	177	1	in	in	ADP
ajis02-2541	177	2	addition	addition	NOUN
ajis02-2541	177	3	to	to	ADP
ajis02-2541	177	4	these	these	DET
ajis02-2541	177	5	discussions	discussion	NOUN
ajis02-2541	177	6	,	,	PUNCT
ajis02-2541	177	7	the	the	DET
ajis02-2541	177	8	researchers	researcher	NOUN
ajis02-2541	177	9	have	have	AUX
ajis02-2541	177	10	met	meet	VERB
ajis02-2541	177	11	with	with	ADP
ajis02-2541	177	12	the	the	DET
ajis02-2541	177	13	team	team	NOUN
ajis02-2541	177	14	members	member	NOUN
ajis02-2541	177	15	to	to	PART
ajis02-2541	177	16	have	have	VERB
ajis02-2541	177	17	informal	informal	ADJ
ajis02-2541	177	18	discussions	discussion	NOUN
ajis02-2541	177	19	on	on	ADP
ajis02-2541	177	20	finer	fine	ADJ
ajis02-2541	177	21	aspects	aspect	NOUN
ajis02-2541	177	22	of	of	ADP
ajis02-2541	177	23	data	datum	NOUN
ajis02-2541	177	24	management	management	NOUN
ajis02-2541	177	25	.	.	PUNCT
ajis02-2541	178	1	during	during	ADP
ajis02-2541	178	2	those	those	DET
ajis02-2541	178	3	meetings	meeting	NOUN
ajis02-2541	178	4	,	,	PUNCT
ajis02-2541	178	5	the	the	DET
ajis02-2541	178	6	team	team	NOUN
ajis02-2541	178	7	members	member	NOUN
ajis02-2541	178	8	had	have	AUX
ajis02-2541	178	9	shared	share	VERB
ajis02-2541	178	10	artifacts	artifact	NOUN
ajis02-2541	178	11	covering	cover	VERB
ajis02-2541	178	12	the	the	DET
ajis02-2541	178	13	data	data	NOUN
ajis02-2541	178	14	management	management	NOUN
ajis02-2541	178	15	solutioning	solutioning	NOUN
ajis02-2541	178	16	and	and	CCONJ
ajis02-2541	178	17	implementation	implementation	NOUN
ajis02-2541	178	18	details	detail	NOUN
ajis02-2541	178	19	for	for	ADP
ajis02-2541	178	20	various	various	ADJ
ajis02-2541	178	21	clients	client	NOUN
ajis02-2541	178	22	.	.	PUNCT
ajis02-2541	179	1	the	the	DET
ajis02-2541	179	2	researchers	researcher	NOUN
ajis02-2541	179	3	have	have	AUX
ajis02-2541	179	4	used	use	VERB
ajis02-2541	179	5	the	the	DET
ajis02-2541	179	6	transcripts	transcript	NOUN
ajis02-2541	179	7	,	,	PUNCT
ajis02-2541	179	8	documentation	documentation	NOUN
ajis02-2541	179	9	,	,	PUNCT
ajis02-2541	179	10	and	and	CCONJ
ajis02-2541	179	11	artifacts	artifact	NOUN
ajis02-2541	179	12	to	to	PART
ajis02-2541	179	13	arrive	arrive	VERB
ajis02-2541	179	14	at	at	ADP
ajis02-2541	179	15	the	the	DET
ajis02-2541	179	16	inferences	inference	NOUN
ajis02-2541	179	17	and	and	CCONJ
ajis02-2541	179	18	contributions	contribution	NOUN
ajis02-2541	179	19	for	for	ADP
ajis02-2541	179	20	this	this	DET
ajis02-2541	179	21	paper	paper	NOUN
ajis02-2541	179	22	.	.	PUNCT
ajis02-2541	180	1	3.2	3.2	NUM
ajis02-2541	180	2	research	research	NOUN
ajis02-2541	180	3	design	design	NOUN
ajis02-2541	180	4	and	and	CCONJ
ajis02-2541	180	5	data	datum	NOUN
ajis02-2541	180	6	collection	collection	NOUN
ajis02-2541	180	7	the	the	DET
ajis02-2541	180	8	scope	scope	NOUN
ajis02-2541	180	9	of	of	ADP
ajis02-2541	180	10	the	the	DET
ajis02-2541	180	11	research	research	NOUN
ajis02-2541	180	12	is	be	AUX
ajis02-2541	180	13	limited	limit	VERB
ajis02-2541	180	14	to	to	ADP
ajis02-2541	180	15	four	four	NUM
ajis02-2541	180	16	dimensions	dimension	NOUN
ajis02-2541	180	17	of	of	ADP
ajis02-2541	180	18	data	datum	NOUN
ajis02-2541	180	19	-	-	PUNCT
ajis02-2541	180	20	enabled	enable	VERB
ajis02-2541	180	21	value	value	NOUN
ajis02-2541	180	22	creation	creation	NOUN
ajis02-2541	180	23	,	,	PUNCT
ajis02-2541	180	24	as	as	SCONJ
ajis02-2541	180	25	suggested	suggest	VERB
ajis02-2541	180	26	by	by	ADP
ajis02-2541	180	27	lim	lim	PROPN
ajis02-2541	180	28	et	et	PROPN
ajis02-2541	180	29	al	al	PROPN
ajis02-2541	180	30	.	.	PROPN
ajis02-2541	181	1	(	(	PUNCT
ajis02-2541	181	2	2018	2018	NUM
ajis02-2541	181	3	)	)	PUNCT
ajis02-2541	181	4	,	,	PUNCT
ajis02-2541	181	5	and	and	CCONJ
ajis02-2541	181	6	the	the	DET
ajis02-2541	181	7	dimensions	dimension	NOUN
ajis02-2541	181	8	include	include	VERB
ajis02-2541	181	9	data	datum	NOUN
ajis02-2541	181	10	collection	collection	NOUN
ajis02-2541	181	11	,	,	PUNCT
ajis02-2541	181	12	information	information	NOUN
ajis02-2541	181	13	creation	creation	NOUN
ajis02-2541	181	14	,	,	PUNCT
ajis02-2541	181	15	value	value	NOUN
ajis02-2541	181	16	creation	creation	NOUN
ajis02-2541	181	17	,	,	PUNCT
ajis02-2541	181	18	and	and	CCONJ
ajis02-2541	181	19	distribution	distribution	NOUN
ajis02-2541	181	20	or	or	CCONJ
ajis02-2541	181	21	information	information	NOUN
ajis02-2541	181	22	delivery	delivery	NOUN
ajis02-2541	181	23	.	.	PUNCT
ajis02-2541	182	1	the	the	DET
ajis02-2541	182	2	scope	scope	NOUN
ajis02-2541	182	3	is	be	AUX
ajis02-2541	182	4	technical	technical	ADJ
ajis02-2541	182	5	in	in	ADP
ajis02-2541	182	6	nature	nature	NOUN
ajis02-2541	182	7	,	,	PUNCT
ajis02-2541	182	8	and	and	CCONJ
ajis02-2541	182	9	covers	cover	VERB
ajis02-2541	182	10	governance	governance	NOUN
ajis02-2541	182	11	aspects	aspect	NOUN
ajis02-2541	182	12	of	of	ADP
ajis02-2541	182	13	data	datum	NOUN
ajis02-2541	182	14	management	management	NOUN
ajis02-2541	182	15	such	such	ADJ
ajis02-2541	182	16	as	as	ADP
ajis02-2541	182	17	information	information	NOUN
ajis02-2541	182	18	security	security	NOUN
ajis02-2541	182	19	,	,	PUNCT
ajis02-2541	182	20	data	data	NOUN
ajis02-2541	182	21	privacy	privacy	NOUN
ajis02-2541	182	22	,	,	PUNCT
ajis02-2541	182	23	and	and	CCONJ
ajis02-2541	182	24	data	datum	NOUN
ajis02-2541	182	25	quality	quality	NOUN
ajis02-2541	182	26	.	.	PUNCT
ajis02-2541	183	1	the	the	DET
ajis02-2541	183	2	queries	query	NOUN
ajis02-2541	183	3	covering	cover	VERB
ajis02-2541	183	4	these	these	DET
ajis02-2541	183	5	four	four	NUM
ajis02-2541	183	6	dimensions	dimension	NOUN
ajis02-2541	183	7	are	be	AUX
ajis02-2541	183	8	created	create	VERB
ajis02-2541	183	9	in	in	ADP
ajis02-2541	183	10	australasian	australasian	ADJ
ajis02-2541	183	11	journal	journal	NOUN
ajis02-2541	183	12	of	of	ADP
ajis02-2541	183	13	information	information	NOUN
ajis02-2541	183	14	systems	system	NOUN
ajis02-2541	183	15	balakrishnan	balakrishnan	PROPN
ajis02-2541	183	16	,	,	PUNCT
ajis02-2541	183	17	das	das	PROPN
ajis02-2541	183	18	&	&	CCONJ
ajis02-2541	183	19	chattopadhyay	chattopadhyay	PROPN
ajis02-2541	183	20	2020	2020	NUM
ajis02-2541	183	21	,	,	PUNCT
ajis02-2541	183	22	vol	vol	NOUN
ajis02-2541	183	23	24	24	NUM
ajis02-2541	183	24	,	,	PUNCT
ajis02-2541	183	25	research	research	NOUN
ajis02-2541	183	26	article	article	NOUN
ajis02-2541	183	27	implementing	implement	VERB
ajis02-2541	183	28	data	datum	NOUN
ajis02-2541	183	29	strategy	strategy	NOUN
ajis02-2541	183	30	10	10	NUM
ajis02-2541	183	31	consultation	consultation	NOUN
ajis02-2541	183	32	with	with	ADP
ajis02-2541	183	33	faculties	faculty	NOUN
ajis02-2541	183	34	teaching	teach	VERB
ajis02-2541	183	35	courses	course	NOUN
ajis02-2541	183	36	on	on	ADP
ajis02-2541	183	37	data	datum	NOUN
ajis02-2541	183	38	management	management	NOUN
ajis02-2541	183	39	for	for	ADP
ajis02-2541	183	40	under	under	NOUN
ajis02-2541	183	41	-	-	PUNCT
ajis02-2541	183	42	graduate	graduate	NOUN
ajis02-2541	183	43	engineering	engineering	NOUN
ajis02-2541	183	44	students	student	NOUN
ajis02-2541	183	45	.	.	PUNCT
ajis02-2541	184	1	the	the	DET
ajis02-2541	184	2	study	study	NOUN
ajis02-2541	184	3	does	do	AUX
ajis02-2541	184	4	not	not	PART
ajis02-2541	184	5	focus	focus	VERB
ajis02-2541	184	6	on	on	ADP
ajis02-2541	184	7	covering	cover	VERB
ajis02-2541	184	8	the	the	DET
ajis02-2541	184	9	aspects	aspect	NOUN
ajis02-2541	184	10	related	relate	VERB
ajis02-2541	184	11	to	to	ADP
ajis02-2541	184	12	hardware	hardware	NOUN
ajis02-2541	184	13	or	or	CCONJ
ajis02-2541	184	14	infrastructure	infrastructure	NOUN
ajis02-2541	184	15	components	component	NOUN
ajis02-2541	184	16	associated	associate	VERB
ajis02-2541	184	17	with	with	ADP
ajis02-2541	184	18	data	datum	NOUN
ajis02-2541	184	19	management	management	NOUN
ajis02-2541	184	20	.	.	PUNCT
ajis02-2541	185	1	the	the	DET
ajis02-2541	185	2	study	study	NOUN
ajis02-2541	185	3	comprises	comprise	NOUN
ajis02-2541	185	4	of	of	ADP
ajis02-2541	185	5	interviews	interview	NOUN
ajis02-2541	185	6	with	with	ADP
ajis02-2541	185	7	subject	subject	ADJ
ajis02-2541	185	8	matter	matter	NOUN
ajis02-2541	185	9	experts	expert	NOUN
ajis02-2541	185	10	,	,	PUNCT
ajis02-2541	185	11	and	and	CCONJ
ajis02-2541	185	12	the	the	DET
ajis02-2541	185	13	research	research	NOUN
ajis02-2541	185	14	is	be	AUX
ajis02-2541	185	15	exploratory	exploratory	ADJ
ajis02-2541	185	16	in	in	ADP
ajis02-2541	185	17	nature	nature	NOUN
ajis02-2541	185	18	.	.	PUNCT
ajis02-2541	186	1	the	the	DET
ajis02-2541	186	2	researchers	researcher	NOUN
ajis02-2541	186	3	have	have	AUX
ajis02-2541	186	4	avoided	avoid	VERB
ajis02-2541	186	5	any	any	DET
ajis02-2541	186	6	leading	lead	VERB
ajis02-2541	186	7	queries	query	NOUN
ajis02-2541	186	8	to	to	ADP
ajis02-2541	186	9	interviewees	interviewee	NOUN
ajis02-2541	186	10	and	and	CCONJ
ajis02-2541	186	11	included	include	VERB
ajis02-2541	186	12	probing	probe	VERB
ajis02-2541	186	13	queries	query	NOUN
ajis02-2541	186	14	to	to	PART
ajis02-2541	186	15	offer	offer	VERB
ajis02-2541	186	16	more	more	ADJ
ajis02-2541	186	17	clarity	clarity	NOUN
ajis02-2541	186	18	on	on	ADP
ajis02-2541	186	19	the	the	DET
ajis02-2541	186	20	base	base	NOUN
ajis02-2541	186	21	queries	query	NOUN
ajis02-2541	186	22	when	when	SCONJ
ajis02-2541	186	23	needed	need	VERB
ajis02-2541	186	24	.	.	PUNCT
ajis02-2541	187	1	the	the	DET
ajis02-2541	187	2	questions	question	NOUN
ajis02-2541	187	3	are	be	AUX
ajis02-2541	187	4	openended	openende	VERB
ajis02-2541	187	5	,	,	PUNCT
ajis02-2541	187	6	and	and	CCONJ
ajis02-2541	187	7	some	some	PRON
ajis02-2541	187	8	of	of	ADP
ajis02-2541	187	9	the	the	DET
ajis02-2541	187	10	queries	query	NOUN
ajis02-2541	187	11	used	use	VERB
ajis02-2541	187	12	for	for	ADP
ajis02-2541	187	13	this	this	DET
ajis02-2541	187	14	study	study	NOUN
ajis02-2541	187	15	are	be	AUX
ajis02-2541	187	16	,	,	PUNCT
ajis02-2541	187	17	“	"	PUNCT
ajis02-2541	187	18	how	how	SCONJ
ajis02-2541	187	19	are	be	AUX
ajis02-2541	187	20	various	various	ADJ
ajis02-2541	187	21	data	datum	NOUN
ajis02-2541	187	22	management	management	NOUN
ajis02-2541	187	23	systems	system	NOUN
ajis02-2541	187	24	integrated	integrate	VERB
ajis02-2541	187	25	?	?	PUNCT
ajis02-2541	188	1	from	from	ADP
ajis02-2541	188	2	your	your	PRON
ajis02-2541	188	3	area	area	NOUN
ajis02-2541	188	4	of	of	ADP
ajis02-2541	188	5	expertise	expertise	NOUN
ajis02-2541	188	6	,	,	PUNCT
ajis02-2541	188	7	could	could	AUX
ajis02-2541	188	8	you	you	PRON
ajis02-2541	188	9	provide	provide	VERB
ajis02-2541	188	10	insights	insight	NOUN
ajis02-2541	188	11	on	on	ADP
ajis02-2541	188	12	why	why	SCONJ
ajis02-2541	188	13	the	the	DET
ajis02-2541	188	14	integration	integration	NOUN
ajis02-2541	188	15	is	be	AUX
ajis02-2541	188	16	needed	need	VERB
ajis02-2541	188	17	,	,	PUNCT
ajis02-2541	188	18	and	and	CCONJ
ajis02-2541	188	19	how	how	SCONJ
ajis02-2541	188	20	it	it	PRON
ajis02-2541	188	21	was	be	AUX
ajis02-2541	188	22	implemented	implement	VERB
ajis02-2541	188	23	?	?	PUNCT
ajis02-2541	188	24	”	"	PUNCT
ajis02-2541	188	25	,	,	PUNCT
ajis02-2541	188	26	“	"	PUNCT
ajis02-2541	188	27	how	how	SCONJ
ajis02-2541	188	28	would	would	AUX
ajis02-2541	188	29	you	you	PRON
ajis02-2541	188	30	handle	handle	VERB
ajis02-2541	188	31	exceptions	exception	NOUN
ajis02-2541	188	32	while	while	SCONJ
ajis02-2541	188	33	loading	load	VERB
ajis02-2541	188	34	different	different	ADJ
ajis02-2541	188	35	types	type	NOUN
ajis02-2541	188	36	of	of	ADP
ajis02-2541	188	37	data	datum	NOUN
ajis02-2541	188	38	?	?	PUNCT
ajis02-2541	188	39	”	"	PUNCT
ajis02-2541	189	1	“	"	PUNCT
ajis02-2541	189	2	what	what	PRON
ajis02-2541	189	3	is	be	AUX
ajis02-2541	189	4	the	the	DET
ajis02-2541	189	5	new	new	ADJ
ajis02-2541	189	6	customer	customer	NOUN
ajis02-2541	189	7	value	value	NOUN
ajis02-2541	189	8	proposition	proposition	NOUN
ajis02-2541	189	9	that	that	PRON
ajis02-2541	189	10	comes	come	VERB
ajis02-2541	189	11	with	with	ADP
ajis02-2541	189	12	the	the	DET
ajis02-2541	189	13	data	data	NOUN
ajis02-2541	189	14	exploration	exploration	NOUN
ajis02-2541	189	15	tools	tool	NOUN
ajis02-2541	189	16	?	?	PUNCT
ajis02-2541	189	17	”	"	PUNCT
ajis02-2541	190	1	“	"	PUNCT
ajis02-2541	190	2	how	how	SCONJ
ajis02-2541	190	3	does	do	AUX
ajis02-2541	190	4	your	your	PRON
ajis02-2541	190	5	new	new	ADJ
ajis02-2541	190	6	value	value	NOUN
ajis02-2541	190	7	proposition	proposition	NOUN
ajis02-2541	190	8	get	get	AUX
ajis02-2541	190	9	monetized	monetize	VERB
ajis02-2541	190	10	?	?	PUNCT
ajis02-2541	191	1	could	could	AUX
ajis02-2541	191	2	you	you	PRON
ajis02-2541	191	3	give	give	VERB
ajis02-2541	191	4	specific	specific	ADJ
ajis02-2541	191	5	scenarios	scenario	NOUN
ajis02-2541	191	6	on	on	ADP
ajis02-2541	191	7	how	how	SCONJ
ajis02-2541	191	8	you	you	PRON
ajis02-2541	191	9	helped	help	VERB
ajis02-2541	191	10	your	your	PRON
ajis02-2541	191	11	client	client	NOUN
ajis02-2541	191	12	monetize	monetize	NOUN
ajis02-2541	191	13	on	on	ADP
ajis02-2541	191	14	data	datum	NOUN
ajis02-2541	191	15	offerings	offering	NOUN
ajis02-2541	191	16	?	?	PUNCT
ajis02-2541	191	17	”	"	PUNCT
ajis02-2541	191	18	,	,	PUNCT
ajis02-2541	191	19	and	and	CCONJ
ajis02-2541	191	20	“	"	PUNCT
ajis02-2541	191	21	what	what	DET
ajis02-2541	191	22	kind	kind	NOUN
ajis02-2541	191	23	of	of	ADP
ajis02-2541	191	24	data	data	NOUN
ajis02-2541	191	25	governance	governance	NOUN
ajis02-2541	191	26	mechanisms	mechanism	NOUN
ajis02-2541	191	27	you	you	PRON
ajis02-2541	191	28	have	have	AUX
ajis02-2541	191	29	implemented	implement	VERB
ajis02-2541	191	30	?	?	PUNCT
ajis02-2541	192	1	what	what	PRON
ajis02-2541	192	2	are	be	AUX
ajis02-2541	192	3	the	the	DET
ajis02-2541	192	4	design	design	NOUN
ajis02-2541	192	5	considerations	consideration	NOUN
ajis02-2541	192	6	for	for	ADP
ajis02-2541	192	7	business	business	NOUN
ajis02-2541	192	8	continuity	continuity	NOUN
ajis02-2541	192	9	?	?	PUNCT
ajis02-2541	192	10	”	"	PUNCT
ajis02-2541	192	11	.	.	PUNCT
ajis02-2541	193	1	the	the	DET
ajis02-2541	193	2	study	study	NOUN
ajis02-2541	193	3	is	be	AUX
ajis02-2541	193	4	conducted	conduct	VERB
ajis02-2541	193	5	without	without	ADP
ajis02-2541	193	6	any	any	DET
ajis02-2541	193	7	underlying	underlying	ADJ
ajis02-2541	193	8	assumptions	assumption	NOUN
ajis02-2541	193	9	,	,	PUNCT
ajis02-2541	193	10	and	and	CCONJ
ajis02-2541	193	11	the	the	DET
ajis02-2541	193	12	researchers	researcher	NOUN
ajis02-2541	193	13	have	have	AUX
ajis02-2541	193	14	personally	personally	ADV
ajis02-2541	193	15	met	meet	VERB
ajis02-2541	193	16	all	all	DET
ajis02-2541	193	17	the	the	DET
ajis02-2541	193	18	three	three	NUM
ajis02-2541	193	19	data	datum	NOUN
ajis02-2541	193	20	architects	architect	NOUN
ajis02-2541	193	21	,	,	PUNCT
ajis02-2541	193	22	conducted	conduct	VERB
ajis02-2541	193	23	interviews	interview	NOUN
ajis02-2541	193	24	and	and	CCONJ
ajis02-2541	193	25	transcribed	transcribe	VERB
ajis02-2541	193	26	the	the	DET
ajis02-2541	193	27	audio	audio	ADJ
ajis02-2541	193	28	files	file	NOUN
ajis02-2541	193	29	.	.	PUNCT
ajis02-2541	194	1	the	the	DET
ajis02-2541	194	2	transcripts	transcript	NOUN
ajis02-2541	194	3	are	be	AUX
ajis02-2541	194	4	reviewed	review	VERB
ajis02-2541	194	5	with	with	ADP
ajis02-2541	194	6	the	the	DET
ajis02-2541	194	7	interviewees	interviewee	NOUN
ajis02-2541	194	8	for	for	ADP
ajis02-2541	194	9	approval	approval	NOUN
ajis02-2541	194	10	,	,	PUNCT
ajis02-2541	194	11	thus	thus	ADV
ajis02-2541	194	12	enhancing	enhance	VERB
ajis02-2541	194	13	the	the	DET
ajis02-2541	194	14	accuracy	accuracy	NOUN
ajis02-2541	194	15	of	of	ADP
ajis02-2541	194	16	collected	collect	VERB
ajis02-2541	194	17	data	datum	NOUN
ajis02-2541	194	18	(	(	PUNCT
ajis02-2541	194	19	huber	huber	PROPN
ajis02-2541	194	20	&	&	CCONJ
ajis02-2541	194	21	power	power	PROPN
ajis02-2541	194	22	,	,	PUNCT
ajis02-2541	194	23	1985	1985	NUM
ajis02-2541	194	24	)	)	PUNCT
ajis02-2541	194	25	.	.	PUNCT
ajis02-2541	195	1	the	the	DET
ajis02-2541	195	2	study	study	NOUN
ajis02-2541	195	3	comprises	comprise	VERB
ajis02-2541	195	4	of	of	ADP
ajis02-2541	195	5	150	150	NUM
ajis02-2541	195	6	minutes	minute	NOUN
ajis02-2541	195	7	of	of	ADP
ajis02-2541	195	8	audio	audio	ADJ
ajis02-2541	195	9	recordings	recording	NOUN
ajis02-2541	195	10	,	,	PUNCT
ajis02-2541	195	11	and	and	CCONJ
ajis02-2541	195	12	16000	16000	NUM
ajis02-2541	195	13	words	word	NOUN
ajis02-2541	195	14	in	in	ADP
ajis02-2541	195	15	transcripts	transcript	NOUN
ajis02-2541	195	16	.	.	PUNCT
ajis02-2541	196	1	also	also	ADV
ajis02-2541	196	2	,	,	PUNCT
ajis02-2541	196	3	the	the	DET
ajis02-2541	196	4	authors	author	NOUN
ajis02-2541	196	5	have	have	AUX
ajis02-2541	196	6	referred	refer	VERB
ajis02-2541	196	7	to	to	ADP
ajis02-2541	196	8	various	various	ADJ
ajis02-2541	196	9	process	process	NOUN
ajis02-2541	196	10	documentation	documentation	NOUN
ajis02-2541	196	11	,	,	PUNCT
ajis02-2541	196	12	and	and	CCONJ
ajis02-2541	196	13	discussions	discussion	NOUN
ajis02-2541	196	14	with	with	ADP
ajis02-2541	196	15	critical	critical	ADJ
ajis02-2541	196	16	team	team	NOUN
ajis02-2541	196	17	members	member	NOUN
ajis02-2541	196	18	through	through	ADP
ajis02-2541	196	19	informal	informal	ADJ
ajis02-2541	196	20	question	question	NOUN
ajis02-2541	196	21	-	-	PUNCT
ajis02-2541	196	22	and	and	CCONJ
ajis02-2541	196	23	-	-	PUNCT
ajis02-2541	196	24	answer	answer	NOUN
ajis02-2541	196	25	sessions	session	NOUN
ajis02-2541	196	26	to	to	PART
ajis02-2541	196	27	answer	answer	VERB
ajis02-2541	196	28	queries	query	NOUN
ajis02-2541	196	29	,	,	PUNCT
ajis02-2541	196	30	for	for	ADP
ajis02-2541	196	31	a	a	DET
ajis02-2541	196	32	period	period	NOUN
ajis02-2541	196	33	of	of	ADP
ajis02-2541	196	34	another	another	DET
ajis02-2541	196	35	140	140	NUM
ajis02-2541	196	36	minutes	minute	NOUN
ajis02-2541	196	37	;	;	PUNCT
ajis02-2541	196	38	3.3	3.3	NUM
ajis02-2541	196	39	data	datum	NOUN
ajis02-2541	196	40	analysis	analysis	NOUN
ajis02-2541	196	41	the	the	DET
ajis02-2541	196	42	researchers	researcher	NOUN
ajis02-2541	196	43	have	have	AUX
ajis02-2541	196	44	transcribed	transcribe	VERB
ajis02-2541	196	45	the	the	DET
ajis02-2541	196	46	recorded	record	VERB
ajis02-2541	196	47	conversations	conversation	NOUN
ajis02-2541	196	48	and	and	CCONJ
ajis02-2541	196	49	validated	validate	VERB
ajis02-2541	196	50	the	the	DET
ajis02-2541	196	51	transcribed	transcribe	VERB
ajis02-2541	196	52	content	content	NOUN
ajis02-2541	196	53	through	through	ADP
ajis02-2541	196	54	the	the	DET
ajis02-2541	196	55	maker	maker	NOUN
ajis02-2541	196	56	-	-	PUNCT
ajis02-2541	196	57	checker	checker	NOUN
ajis02-2541	196	58	process	process	NOUN
ajis02-2541	196	59	,	,	PUNCT
ajis02-2541	196	60	a	a	DET
ajis02-2541	196	61	dual	dual	ADJ
ajis02-2541	196	62	-	-	PUNCT
ajis02-2541	196	63	approval	approval	NOUN
ajis02-2541	196	64	process	process	NOUN
ajis02-2541	196	65	typically	typically	ADV
ajis02-2541	196	66	used	use	VERB
ajis02-2541	196	67	in	in	ADP
ajis02-2541	196	68	the	the	DET
ajis02-2541	196	69	financial	financial	ADJ
ajis02-2541	196	70	services	service	NOUN
ajis02-2541	196	71	industry	industry	NOUN
ajis02-2541	196	72	(	(	PUNCT
ajis02-2541	196	73	commercial	commercial	ADJ
ajis02-2541	196	74	bank	bank	NOUN
ajis02-2541	196	75	,	,	PUNCT
ajis02-2541	196	76	2018	2018	NUM
ajis02-2541	196	77	)	)	PUNCT
ajis02-2541	196	78	.	.	PUNCT
ajis02-2541	197	1	in	in	ADP
ajis02-2541	197	2	this	this	DET
ajis02-2541	197	3	dual	dual	ADJ
ajis02-2541	197	4	-	-	PUNCT
ajis02-2541	197	5	approval	approval	NOUN
ajis02-2541	197	6	process	process	NOUN
ajis02-2541	197	7	,	,	PUNCT
ajis02-2541	197	8	a	a	DET
ajis02-2541	197	9	maker	maker	NOUN
ajis02-2541	197	10	enters	enter	VERB
ajis02-2541	197	11	the	the	DET
ajis02-2541	197	12	transactions	transaction	NOUN
ajis02-2541	197	13	into	into	ADP
ajis02-2541	197	14	a	a	DET
ajis02-2541	197	15	system	system	NOUN
ajis02-2541	197	16	,	,	PUNCT
ajis02-2541	197	17	and	and	CCONJ
ajis02-2541	197	18	a	a	DET
ajis02-2541	197	19	checker	checker	NOUN
ajis02-2541	197	20	reviews	review	VERB
ajis02-2541	197	21	these	these	DET
ajis02-2541	197	22	transactions	transaction	NOUN
ajis02-2541	197	23	and	and	CCONJ
ajis02-2541	197	24	approves	approve	VERB
ajis02-2541	197	25	the	the	DET
ajis02-2541	197	26	same	same	ADJ
ajis02-2541	197	27	.	.	PUNCT
ajis02-2541	198	1	for	for	ADP
ajis02-2541	198	2	this	this	DET
ajis02-2541	198	3	study	study	NOUN
ajis02-2541	198	4	,	,	PUNCT
ajis02-2541	198	5	an	an	DET
ajis02-2541	198	6	author	author	NOUN
ajis02-2541	198	7	analysing	analyse	VERB
ajis02-2541	198	8	the	the	DET
ajis02-2541	198	9	transcript	transcript	NOUN
ajis02-2541	198	10	files	file	NOUN
ajis02-2541	198	11	,	,	PUNCT
ajis02-2541	198	12	gets	get	VERB
ajis02-2541	198	13	his	his	PRON
ajis02-2541	198	14	analysis	analysis	NOUN
ajis02-2541	198	15	reviewed	review	VERB
ajis02-2541	198	16	and	and	CCONJ
ajis02-2541	198	17	approved	approve	VERB
ajis02-2541	198	18	by	by	ADP
ajis02-2541	198	19	the	the	DET
ajis02-2541	198	20	other	other	ADJ
ajis02-2541	198	21	author	author	NOUN
ajis02-2541	198	22	.	.	PUNCT
ajis02-2541	199	1	the	the	DET
ajis02-2541	199	2	researchers	researcher	NOUN
ajis02-2541	199	3	have	have	AUX
ajis02-2541	199	4	analysed	analyse	VERB
ajis02-2541	199	5	the	the	DET
ajis02-2541	199	6	data	datum	NOUN
ajis02-2541	199	7	,	,	PUNCT
ajis02-2541	199	8	verified	verify	VERB
ajis02-2541	199	9	each	each	DET
ajis02-2541	199	10	other	other	ADJ
ajis02-2541	199	11	’s	’s	PART
ajis02-2541	199	12	work	work	NOUN
ajis02-2541	199	13	,	,	PUNCT
ajis02-2541	199	14	and	and	CCONJ
ajis02-2541	199	15	frequently	frequently	ADV
ajis02-2541	199	16	referred	refer	VERB
ajis02-2541	199	17	to	to	ADP
ajis02-2541	199	18	both	both	DET
ajis02-2541	199	19	the	the	DET
ajis02-2541	199	20	data	datum	NOUN
ajis02-2541	199	21	and	and	CCONJ
ajis02-2541	199	22	existing	exist	VERB
ajis02-2541	199	23	literature	literature	NOUN
ajis02-2541	199	24	when	when	SCONJ
ajis02-2541	199	25	developing	develop	VERB
ajis02-2541	199	26	the	the	DET
ajis02-2541	199	27	research	research	NOUN
ajis02-2541	199	28	report	report	NOUN
ajis02-2541	199	29	.	.	PUNCT
ajis02-2541	200	1	this	this	DET
ajis02-2541	200	2	study	study	NOUN
ajis02-2541	200	3	has	have	AUX
ajis02-2541	200	4	identified	identify	VERB
ajis02-2541	200	5	findings	finding	NOUN
ajis02-2541	200	6	across	across	ADP
ajis02-2541	200	7	four	four	NUM
ajis02-2541	200	8	aspects	aspect	NOUN
ajis02-2541	200	9	of	of	ADP
ajis02-2541	200	10	data	datum	NOUN
ajis02-2541	200	11	-	-	PUNCT
ajis02-2541	200	12	enabled	enable	VERB
ajis02-2541	200	13	value	value	NOUN
ajis02-2541	200	14	creation	creation	NOUN
ajis02-2541	200	15	,	,	PUNCT
ajis02-2541	200	16	and	and	CCONJ
ajis02-2541	200	17	these	these	DET
ajis02-2541	200	18	inferences	inference	NOUN
ajis02-2541	200	19	are	be	AUX
ajis02-2541	200	20	summarized	summarize	VERB
ajis02-2541	200	21	in	in	ADP
ajis02-2541	200	22	the	the	DET
ajis02-2541	200	23	next	next	ADJ
ajis02-2541	200	24	section	section	NOUN
ajis02-2541	200	25	.	.	PUNCT
ajis02-2541	201	1	4	4	NUM
ajis02-2541	201	2	research	research	NOUN
ajis02-2541	201	3	findings	finding	VERB
ajis02-2541	201	4	the	the	DET
ajis02-2541	201	5	study	study	NOUN
ajis02-2541	201	6	proposes	propose	VERB
ajis02-2541	201	7	a	a	DET
ajis02-2541	201	8	methodological	methodological	ADJ
ajis02-2541	201	9	technology	technology	NOUN
ajis02-2541	201	10	independent	independent	ADJ
ajis02-2541	201	11	framework	framework	NOUN
ajis02-2541	201	12	an	an	DET
ajis02-2541	201	13	organization	organization	NOUN
ajis02-2541	201	14	could	could	AUX
ajis02-2541	201	15	implement	implement	VERB
ajis02-2541	201	16	to	to	PART
ajis02-2541	201	17	support	support	VERB
ajis02-2541	201	18	data	datum	NOUN
ajis02-2541	201	19	-	-	PUNCT
ajis02-2541	201	20	enabled	enable	VERB
ajis02-2541	201	21	value	value	NOUN
ajis02-2541	201	22	creation	creation	NOUN
ajis02-2541	201	23	.	.	PUNCT
ajis02-2541	202	1	all	all	DET
ajis02-2541	202	2	the	the	DET
ajis02-2541	202	3	critical	critical	ADJ
ajis02-2541	202	4	elements	element	NOUN
ajis02-2541	202	5	of	of	ADP
ajis02-2541	202	6	the	the	DET
ajis02-2541	202	7	structure	structure	NOUN
ajis02-2541	202	8	supporting	support	VERB
ajis02-2541	202	9	data	data	NOUN
ajis02-2541	202	10	-	-	PUNCT
ajis02-2541	202	11	enabled	enable	VERB
ajis02-2541	202	12	value	value	NOUN
ajis02-2541	202	13	creation	creation	NOUN
ajis02-2541	202	14	are	be	AUX
ajis02-2541	202	15	portrayed	portray	VERB
ajis02-2541	202	16	in	in	ADP
ajis02-2541	202	17	fig.1	fig.1	PROPN
ajis02-2541	202	18	.	.	PUNCT
ajis02-2541	203	1	these	these	DET
ajis02-2541	203	2	components	component	NOUN
ajis02-2541	203	3	are	be	AUX
ajis02-2541	203	4	discussed	discuss	VERB
ajis02-2541	203	5	at	at	ADP
ajis02-2541	203	6	length	length	NOUN
ajis02-2541	203	7	in	in	ADP
ajis02-2541	203	8	subsequent	subsequent	ADJ
ajis02-2541	203	9	sections	section	NOUN
ajis02-2541	203	10	.	.	PUNCT
ajis02-2541	204	1	the	the	DET
ajis02-2541	204	2	first	first	ADJ
ajis02-2541	204	3	section	section	NOUN
ajis02-2541	204	4	provides	provide	VERB
ajis02-2541	204	5	details	detail	NOUN
ajis02-2541	204	6	on	on	ADP
ajis02-2541	204	7	different	different	ADJ
ajis02-2541	204	8	types	type	NOUN
ajis02-2541	204	9	of	of	ADP
ajis02-2541	204	10	data	datum	NOUN
ajis02-2541	204	11	analytics	analytic	NOUN
ajis02-2541	204	12	solutions	solution	NOUN
ajis02-2541	204	13	implemented	implement	VERB
ajis02-2541	204	14	by	by	ADP
ajis02-2541	204	15	organizations	organization	NOUN
ajis02-2541	204	16	.	.	PUNCT
ajis02-2541	205	1	the	the	DET
ajis02-2541	205	2	second	second	ADJ
ajis02-2541	205	3	section	section	NOUN
ajis02-2541	205	4	contains	contain	VERB
ajis02-2541	205	5	the	the	DET
ajis02-2541	205	6	findings	finding	NOUN
ajis02-2541	205	7	on	on	ADP
ajis02-2541	205	8	data	datum	NOUN
ajis02-2541	205	9	integration	integration	NOUN
ajis02-2541	205	10	methods	method	NOUN
ajis02-2541	205	11	adopted	adopt	VERB
ajis02-2541	205	12	by	by	ADP
ajis02-2541	205	13	firms	firm	NOUN
ajis02-2541	205	14	,	,	PUNCT
ajis02-2541	205	15	explicitly	explicitly	ADV
ajis02-2541	205	16	covering	cover	VERB
ajis02-2541	205	17	all	all	DET
ajis02-2541	205	18	types	type	NOUN
ajis02-2541	205	19	of	of	ADP
ajis02-2541	205	20	data	datum	NOUN
ajis02-2541	205	21	such	such	ADJ
ajis02-2541	205	22	as	as	ADP
ajis02-2541	205	23	structured	structured	ADJ
ajis02-2541	205	24	data	datum	NOUN
ajis02-2541	205	25	,	,	PUNCT
ajis02-2541	205	26	semi	semi	ADJ
ajis02-2541	205	27	-	-	ADJ
ajis02-2541	205	28	structured	structured	ADJ
ajis02-2541	205	29	data	datum	NOUN
ajis02-2541	205	30	,	,	PUNCT
ajis02-2541	205	31	and	and	CCONJ
ajis02-2541	205	32	unstructured	unstructured	ADJ
ajis02-2541	205	33	data	datum	NOUN
ajis02-2541	205	34	.	.	PUNCT
ajis02-2541	206	1	the	the	DET
ajis02-2541	206	2	third	third	ADJ
ajis02-2541	206	3	section	section	NOUN
ajis02-2541	206	4	summarizes	summarize	VERB
ajis02-2541	206	5	the	the	DET
ajis02-2541	206	6	findings	finding	NOUN
ajis02-2541	206	7	on	on	ADP
ajis02-2541	206	8	data	datum	NOUN
ajis02-2541	206	9	transformation	transformation	NOUN
ajis02-2541	206	10	methods	method	NOUN
ajis02-2541	206	11	used	use	VERB
ajis02-2541	206	12	by	by	ADP
ajis02-2541	206	13	firms	firm	NOUN
ajis02-2541	206	14	to	to	PART
ajis02-2541	206	15	create	create	VERB
ajis02-2541	206	16	information	information	NOUN
ajis02-2541	206	17	that	that	PRON
ajis02-2541	206	18	can	can	AUX
ajis02-2541	206	19	be	be	AUX
ajis02-2541	206	20	part	part	NOUN
ajis02-2541	206	21	of	of	ADP
ajis02-2541	206	22	the	the	DET
ajis02-2541	206	23	knowledge	knowledge	NOUN
ajis02-2541	206	24	.	.	PUNCT
ajis02-2541	207	1	the	the	DET
ajis02-2541	207	2	fourth	fourth	ADJ
ajis02-2541	207	3	section	section	NOUN
ajis02-2541	207	4	lists	list	VERB
ajis02-2541	207	5	the	the	DET
ajis02-2541	207	6	findings	finding	NOUN
ajis02-2541	207	7	on	on	ADP
ajis02-2541	207	8	the	the	DET
ajis02-2541	207	9	value	value	NOUN
ajis02-2541	207	10	creation	creation	NOUN
ajis02-2541	207	11	resulting	result	VERB
ajis02-2541	207	12	from	from	ADP
ajis02-2541	207	13	such	such	DET
ajis02-2541	207	14	an	an	DET
ajis02-2541	207	15	architecture	architecture	NOUN
ajis02-2541	207	16	,	,	PUNCT
ajis02-2541	207	17	and	and	CCONJ
ajis02-2541	207	18	the	the	DET
ajis02-2541	207	19	last	last	ADJ
ajis02-2541	207	20	section	section	NOUN
ajis02-2541	207	21	summarizes	summarize	VERB
ajis02-2541	207	22	the	the	DET
ajis02-2541	207	23	findings	finding	NOUN
ajis02-2541	207	24	on	on	ADP
ajis02-2541	207	25	other	other	ADJ
ajis02-2541	207	26	business	business	NOUN
ajis02-2541	207	27	critical	critical	ADJ
ajis02-2541	207	28	considerations	consideration	NOUN
ajis02-2541	207	29	such	such	ADJ
ajis02-2541	207	30	as	as	ADP
ajis02-2541	207	31	data	datum	NOUN
ajis02-2541	207	32	quality	quality	NOUN
ajis02-2541	207	33	,	,	PUNCT
ajis02-2541	207	34	data	datum	NOUN
ajis02-2541	207	35	security	security	NOUN
ajis02-2541	207	36	,	,	PUNCT
ajis02-2541	207	37	and	and	CCONJ
ajis02-2541	207	38	business	business	NOUN
ajis02-2541	207	39	continuity	continuity	NOUN
ajis02-2541	207	40	.	.	PUNCT
ajis02-2541	208	1	australasian	australasian	ADJ
ajis02-2541	208	2	journal	journal	NOUN
ajis02-2541	208	3	of	of	ADP
ajis02-2541	208	4	information	information	NOUN
ajis02-2541	208	5	systems	system	NOUN
ajis02-2541	208	6	balakrishnan	balakrishnan	PROPN
ajis02-2541	208	7	,	,	PUNCT
ajis02-2541	208	8	das	das	PROPN
ajis02-2541	208	9	&	&	CCONJ
ajis02-2541	208	10	chattopadhyay	chattopadhyay	PROPN
ajis02-2541	208	11	2020	2020	NUM
ajis02-2541	208	12	,	,	PUNCT
ajis02-2541	208	13	vol	vol	NOUN
ajis02-2541	208	14	24	24	NUM
ajis02-2541	208	15	,	,	PUNCT
ajis02-2541	208	16	research	research	NOUN
ajis02-2541	208	17	article	article	NOUN
ajis02-2541	208	18	implementing	implement	VERB
ajis02-2541	208	19	data	datum	NOUN
ajis02-2541	208	20	strategy	strategy	NOUN
ajis02-2541	208	21	11	11	NUM
ajis02-2541	208	22	fig.1	fig.1	PROPN
ajis02-2541	208	23	reference	reference	NOUN
ajis02-2541	208	24	architecture	architecture	NOUN
ajis02-2541	208	25	for	for	ADP
ajis02-2541	208	26	creating	create	VERB
ajis02-2541	208	27	big	big	ADJ
ajis02-2541	208	28	data	datum	NOUN
ajis02-2541	208	29	enabled	enable	VERB
ajis02-2541	208	30	value	value	NOUN
ajis02-2541	208	31	creation	creation	NOUN
ajis02-2541	208	32	4.1	4.1	NUM
ajis02-2541	208	33	use	use	NOUN
ajis02-2541	208	34	cases	case	NOUN
ajis02-2541	208	35	for	for	ADP
ajis02-2541	208	36	various	various	ADJ
ajis02-2541	208	37	data	datum	NOUN
ajis02-2541	208	38	management	management	NOUN
ajis02-2541	208	39	technologies	technology	NOUN
ajis02-2541	208	40	one	one	NUM
ajis02-2541	208	41	of	of	ADP
ajis02-2541	208	42	the	the	DET
ajis02-2541	208	43	data	datum	NOUN
ajis02-2541	208	44	architects	architect	NOUN
ajis02-2541	208	45	has	have	AUX
ajis02-2541	208	46	spelled	spell	VERB
ajis02-2541	208	47	out	out	ADP
ajis02-2541	208	48	the	the	DET
ajis02-2541	208	49	use	use	NOUN
ajis02-2541	208	50	cases	case	NOUN
ajis02-2541	208	51	of	of	ADP
ajis02-2541	208	52	these	these	DET
ajis02-2541	208	53	data	datum	NOUN
ajis02-2541	208	54	management	management	NOUN
ajis02-2541	208	55	technologies	technology	NOUN
ajis02-2541	208	56	,	,	PUNCT
ajis02-2541	208	57	and	and	CCONJ
ajis02-2541	208	58	opined	opine	VERB
ajis02-2541	208	59	,	,	PUNCT
ajis02-2541	208	60	“	"	PUNCT
ajis02-2541	208	61	anything	anything	PRON
ajis02-2541	208	62	that	that	PRON
ajis02-2541	208	63	is	be	AUX
ajis02-2541	208	64	transactional	transactional	ADJ
ajis02-2541	208	65	in	in	ADP
ajis02-2541	208	66	nature	nature	NOUN
ajis02-2541	208	67	–	–	PUNCT
ajis02-2541	208	68	where	where	SCONJ
ajis02-2541	208	69	you	you	PRON
ajis02-2541	208	70	have	have	AUX
ajis02-2541	208	71	structured	structure	VERB
ajis02-2541	208	72	schema	schema	NOUN
ajis02-2541	208	73	and	and	CCONJ
ajis02-2541	208	74	transactions	transaction	NOUN
ajis02-2541	208	75	…	…	PUNCT
ajis02-2541	208	76	things	thing	NOUN
ajis02-2541	208	77	like	like	ADP
ajis02-2541	208	78	erp	erp	NOUN
ajis02-2541	208	79	and	and	CCONJ
ajis02-2541	208	80	stuff	stuff	NOUN
ajis02-2541	208	81	–	–	PUNCT
ajis02-2541	208	82	rdbms	rdbms	NOUN
ajis02-2541	208	83	is	be	AUX
ajis02-2541	208	84	the	the	DET
ajis02-2541	208	85	preferred	preferred	ADJ
ajis02-2541	208	86	choice	choice	NOUN
ajis02-2541	208	87	;	;	PUNCT
ajis02-2541	208	88	…	…	PUNCT
ajis02-2541	208	89	when	when	SCONJ
ajis02-2541	208	90	you	you	PRON
ajis02-2541	208	91	have	have	VERB
ajis02-2541	208	92	aspects	aspect	NOUN
ajis02-2541	208	93	related	relate	VERB
ajis02-2541	208	94	to	to	ADP
ajis02-2541	208	95	data	datum	NOUN
ajis02-2541	208	96	integrity	integrity	NOUN
ajis02-2541	208	97	and	and	CCONJ
ajis02-2541	208	98	things	thing	NOUN
ajis02-2541	208	99	,	,	PUNCT
ajis02-2541	208	100	that	that	PRON
ajis02-2541	208	101	is	be	AUX
ajis02-2541	208	102	where	where	SCONJ
ajis02-2541	208	103	rdbms	rdbms	NOUN
ajis02-2541	208	104	comes	come	VERB
ajis02-2541	208	105	into	into	ADP
ajis02-2541	208	106	play	play	NOUN
ajis02-2541	208	107	;	;	PUNCT
ajis02-2541	208	108	…	…	PUNCT
ajis02-2541	208	109	.	.	PUNCT
ajis02-2541	209	1	the	the	DET
ajis02-2541	209	2	challenge	challenge	NOUN
ajis02-2541	209	3	comes	come	VERB
ajis02-2541	209	4	as	as	ADP
ajis02-2541	209	5	(	(	PUNCT
ajis02-2541	209	6	when	when	SCONJ
ajis02-2541	209	7	)	)	PUNCT
ajis02-2541	209	8	the	the	DET
ajis02-2541	209	9	data	datum	NOUN
ajis02-2541	209	10	volume	volume	NOUN
ajis02-2541	209	11	increases	increase	NOUN
ajis02-2541	209	12	;	;	PUNCT
ajis02-2541	209	13	the	the	DET
ajis02-2541	209	14	only	only	ADJ
ajis02-2541	209	15	way	way	NOUN
ajis02-2541	209	16	you	you	PRON
ajis02-2541	209	17	can	can	AUX
ajis02-2541	209	18	handle	handle	VERB
ajis02-2541	209	19	volumes	volume	NOUN
ajis02-2541	209	20	is	be	AUX
ajis02-2541	209	21	to	to	PART
ajis02-2541	209	22	grow	grow	VERB
ajis02-2541	209	23	vertically	vertically	ADV
ajis02-2541	209	24	;	;	PUNCT
ajis02-2541	209	25	like	like	SCONJ
ajis02-2541	209	26	you	you	PRON
ajis02-2541	209	27	have	have	VERB
ajis02-2541	209	28	to	to	PART
ajis02-2541	209	29	increase	increase	VERB
ajis02-2541	209	30	the	the	DET
ajis02-2541	209	31	processing	processing	NOUN
ajis02-2541	209	32	capability	capability	NOUN
ajis02-2541	209	33	of	of	ADP
ajis02-2541	209	34	the	the	DET
ajis02-2541	209	35	server	server	NOUN
ajis02-2541	209	36	.	.	PUNCT
ajis02-2541	210	1	…	…	PUNCT
ajis02-2541	210	2	.we	.we	NUM
ajis02-2541	210	3	had	have	VERB
ajis02-2541	210	4	influence	influence	NOUN
ajis02-2541	210	5	of	of	ADP
ajis02-2541	210	6	social	social	ADJ
ajis02-2541	210	7	media	medium	NOUN
ajis02-2541	210	8	data	datum	NOUN
ajis02-2541	210	9	coming	come	VERB
ajis02-2541	210	10	;	;	PUNCT
ajis02-2541	210	11	influence	influence	NOUN
ajis02-2541	210	12	of	of	ADP
ajis02-2541	210	13	semi	semi	ADJ
ajis02-2541	210	14	-	-	ADJ
ajis02-2541	210	15	structured	structured	ADJ
ajis02-2541	210	16	data	datum	NOUN
ajis02-2541	210	17	coming	come	VERB
ajis02-2541	210	18	;	;	PUNCT
ajis02-2541	210	19	semi	semi	ADV
ajis02-2541	210	20	-	-	ADJ
ajis02-2541	210	21	structured	structured	ADJ
ajis02-2541	210	22	in	in	ADP
ajis02-2541	210	23	the	the	DET
ajis02-2541	210	24	form	form	NOUN
ajis02-2541	210	25	of	of	ADP
ajis02-2541	210	26	xml	xml	PROPN
ajis02-2541	210	27	,	,	PUNCT
ajis02-2541	210	28	json	json	NOUN
ajis02-2541	210	29	,	,	PUNCT
ajis02-2541	210	30	and	and	CCONJ
ajis02-2541	210	31	other	other	ADJ
ajis02-2541	210	32	files	file	NOUN
ajis02-2541	210	33	have	have	AUX
ajis02-2541	210	34	come	come	VERB
ajis02-2541	210	35	;	;	PUNCT
ajis02-2541	210	36	these	these	DET
ajis02-2541	210	37	things	thing	NOUN
ajis02-2541	210	38	resulting	result	VERB
ajis02-2541	210	39	in	in	ADP
ajis02-2541	210	40	change	change	NOUN
ajis02-2541	210	41	in	in	ADP
ajis02-2541	210	42	data	data	NOUN
ajis02-2541	210	43	structures	structure	NOUN
ajis02-2541	210	44	as	as	ADV
ajis02-2541	210	45	well	well	ADV
ajis02-2541	210	46	;	;	PUNCT
ajis02-2541	210	47	that	that	PRON
ajis02-2541	210	48	is	be	AUX
ajis02-2541	210	49	how	how	SCONJ
ajis02-2541	210	50	we	we	PRON
ajis02-2541	210	51	got	get	VERB
ajis02-2541	210	52	nosql	nosql	ADJ
ajis02-2541	210	53	;	;	PUNCT
ajis02-2541	210	54	…	…	PUNCT
ajis02-2541	210	55	lots	lot	NOUN
ajis02-2541	210	56	of	of	ADP
ajis02-2541	210	57	vital	vital	ADJ
ajis02-2541	210	58	data	datum	NOUN
ajis02-2541	210	59	that	that	PRON
ajis02-2541	210	60	needs	need	VERB
ajis02-2541	210	61	to	to	PART
ajis02-2541	210	62	be	be	AUX
ajis02-2541	210	63	stored	store	VERB
ajis02-2541	210	64	and	and	CCONJ
ajis02-2541	210	65	does	do	AUX
ajis02-2541	210	66	not	not	PART
ajis02-2541	210	67	need	need	VERB
ajis02-2541	210	68	to	to	PART
ajis02-2541	210	69	be	be	AUX
ajis02-2541	210	70	in	in	ADP
ajis02-2541	210	71	an	an	DET
ajis02-2541	210	72	integrated	integrate	VERB
ajis02-2541	210	73	manner	manner	NOUN
ajis02-2541	210	74	(	(	PUNCT
ajis02-2541	210	75	data	datum	NOUN
ajis02-2541	210	76	integrity	integrity	NOUN
ajis02-2541	210	77	need	need	AUX
ajis02-2541	210	78	not	not	PART
ajis02-2541	210	79	be	be	AUX
ajis02-2541	210	80	there	there	ADV
ajis02-2541	210	81	)	)	PUNCT
ajis02-2541	210	82	then	then	ADV
ajis02-2541	210	83	,	,	PUNCT
ajis02-2541	210	84	we	we	PRON
ajis02-2541	210	85	have	have	VERB
ajis02-2541	210	86	to	to	PART
ajis02-2541	210	87	go	go	VERB
ajis02-2541	210	88	for	for	ADP
ajis02-2541	210	89	nosql	nosql	ADJ
ajis02-2541	210	90	systems	system	NOUN
ajis02-2541	210	91	…	…	PUNCT
ajis02-2541	210	92	a	a	DET
ajis02-2541	210	93	new	new	ADJ
ajis02-2541	210	94	generation	generation	NOUN
ajis02-2541	210	95	data	datum	NOUN
ajis02-2541	210	96	management	management	NOUN
ajis02-2541	210	97	solution	solution	NOUN
ajis02-2541	210	98	–	–	PUNCT
ajis02-2541	210	99	you	you	PRON
ajis02-2541	210	100	could	could	AUX
ajis02-2541	210	101	handle	handle	VERB
ajis02-2541	210	102	big	big	ADJ
ajis02-2541	210	103	volumes	volume	NOUN
ajis02-2541	210	104	and	and	CCONJ
ajis02-2541	210	105	scaling	scale	VERB
ajis02-2541	210	106	like	like	ADP
ajis02-2541	210	107	nosql	nosql	NOUN
ajis02-2541	210	108	–	–	PUNCT
ajis02-2541	210	109	that	that	PRON
ajis02-2541	210	110	is	be	AUX
ajis02-2541	210	111	where	where	SCONJ
ajis02-2541	210	112	newsql	newsql	NOUN
ajis02-2541	210	113	comes	come	VERB
ajis02-2541	210	114	into	into	ADP
ajis02-2541	210	115	(	(	PUNCT
ajis02-2541	210	116	the	the	DET
ajis02-2541	210	117	)	)	PUNCT
ajis02-2541	210	118	picture	picture	NOUN
ajis02-2541	210	119	;	;	PUNCT
ajis02-2541	210	120	low	low	ADJ
ajis02-2541	210	121	latency	latency	NOUN
ajis02-2541	210	122	data	datum	NOUN
ajis02-2541	210	123	retrievals	retrieval	NOUN
ajis02-2541	210	124	–	–	PUNCT
ajis02-2541	210	125	huge	huge	ADJ
ajis02-2541	210	126	storage	storage	NOUN
ajis02-2541	210	127	,	,	PUNCT
ajis02-2541	210	128	scaling	scale	VERB
ajis02-2541	210	129	up	up	ADP
ajis02-2541	210	130	horizontally	horizontally	ADV
ajis02-2541	210	131	,	,	PUNCT
ajis02-2541	210	132	with	with	ADP
ajis02-2541	210	133	very	very	ADV
ajis02-2541	210	134	low	low	ADJ
ajis02-2541	210	135	latency	latency	NOUN
ajis02-2541	210	136	;	;	PUNCT
ajis02-2541	210	137	”	"	PUNCT
ajis02-2541	210	138	(	(	PUNCT
ajis02-2541	210	139	a2	a2	PROPN
ajis02-2541	210	140	,	,	PUNCT
ajis02-2541	210	141	data	datum	NOUN
ajis02-2541	210	142	and	and	CCONJ
ajis02-2541	210	143	solution	solution	NOUN
ajis02-2541	210	144	architect	architect	NOUN
ajis02-2541	210	145	)	)	PUNCT
ajis02-2541	210	146	data	datum	NOUN
ajis02-2541	210	147	management	management	NOUN
ajis02-2541	210	148	solutions	solution	NOUN
ajis02-2541	210	149	are	be	AUX
ajis02-2541	210	150	implemented	implement	VERB
ajis02-2541	210	151	for	for	ADP
ajis02-2541	210	152	descriptive	descriptive	ADJ
ajis02-2541	210	153	,	,	PUNCT
ajis02-2541	210	154	predictive	predictive	ADJ
ajis02-2541	210	155	and	and	CCONJ
ajis02-2541	210	156	prescriptive	prescriptive	ADJ
ajis02-2541	210	157	analytics	analytic	NOUN
ajis02-2541	210	158	solutions	solution	NOUN
ajis02-2541	210	159	.	.	PUNCT
ajis02-2541	211	1	the	the	DET
ajis02-2541	211	2	following	follow	VERB
ajis02-2541	211	3	table	table	NOUN
ajis02-2541	211	4	lists	list	VERB
ajis02-2541	211	5	the	the	DET
ajis02-2541	211	6	suggestions	suggestion	NOUN
ajis02-2541	211	7	as	as	SCONJ
ajis02-2541	211	8	indicated	indicate	VERB
ajis02-2541	211	9	by	by	ADP
ajis02-2541	211	10	the	the	DET
ajis02-2541	211	11	interviewees	interviewee	NOUN
ajis02-2541	211	12	,	,	PUNCT
ajis02-2541	211	13	on	on	ADP
ajis02-2541	211	14	the	the	DET
ajis02-2541	211	15	type	type	NOUN
ajis02-2541	211	16	of	of	ADP
ajis02-2541	211	17	data	datum	NOUN
ajis02-2541	211	18	management	management	NOUN
ajis02-2541	211	19	solutions	solution	NOUN
ajis02-2541	211	20	possible	possible	ADJ
ajis02-2541	211	21	with	with	ADP
ajis02-2541	211	22	different	different	ADJ
ajis02-2541	211	23	types	type	NOUN
ajis02-2541	211	24	of	of	ADP
ajis02-2541	211	25	data	datum	NOUN
ajis02-2541	211	26	.	.	PUNCT
ajis02-2541	212	1	-	-	PUNCT
ajis02-2541	212	2	internal	internal	ADJ
ajis02-2541	212	3	sources	source	NOUN
ajis02-2541	212	4	crm	crm	VERB
ajis02-2541	212	5	retail	retail	ADJ
ajis02-2541	212	6	sales	sale	NOUN
ajis02-2541	212	7	erp	erp	PROPN
ajis02-2541	212	8	ecommerce	ecommerce	PROPN
ajis02-2541	212	9	inventory	inventory	NOUN
ajis02-2541	212	10	external	external	ADJ
ajis02-2541	212	11	sources	source	NOUN
ajis02-2541	212	12	twitter	twitter	VERB
ajis02-2541	212	13	facebook	facebook	PROPN
ajis02-2541	212	14	e	e	PROPN
ajis02-2541	212	15	t	t	PROPN
ajis02-2541	212	16	l	l	PROPN
ajis02-2541	212	17	data	data	PROPN
ajis02-2541	212	18	lake	lake	PROPN
ajis02-2541	212	19	edw	edw	PROPN
ajis02-2541	212	20	hr	hr	NOUN
ajis02-2541	212	21	order	order	NOUN
ajis02-2541	212	22	inventory	inventory	NOUN
ajis02-2541	212	23	customer	customer	NOUN
ajis02-2541	212	24	nosql	nosql	NOUN
ajis02-2541	212	25	or	or	CCONJ
ajis02-2541	212	26	big	big	ADJ
ajis02-2541	212	27	data	datum	NOUN
ajis02-2541	212	28	environment	environment	NOUN
ajis02-2541	212	29	s	s	PART
ajis02-2541	212	30	e	e	NOUN
ajis02-2541	212	31	n	n	CCONJ
ajis02-2541	212	32	ti	ti	NOUN
ajis02-2541	212	33	m	m	NOUN
ajis02-2541	212	34	e	e	NOUN
ajis02-2541	212	35	n	n	ADP
ajis02-2541	212	36	t	t	PROPN
ajis02-2541	212	37	m	m	VERB
ajis02-2541	212	38	e	e	NOUN
ajis02-2541	212	39	tr	tr	PROPN
ajis02-2541	212	40	ic	ic	PROPN
ajis02-2541	212	41	s	s	PROPN
ajis02-2541	212	42	p	p	X
ajis02-2541	212	43	ro	ro	X
ajis02-2541	212	44	d	d	X
ajis02-2541	212	45	u	u	X
ajis02-2541	212	46	c	c	PROPN
ajis02-2541	212	47	t	t	NOUN
ajis02-2541	212	48	a	a	DET
ajis02-2541	212	49	ff	ff	NOUN
ajis02-2541	212	50	in	in	ADP
ajis02-2541	212	51	ity	ity	PROPN
ajis02-2541	212	52	m	m	PROPN
ajis02-2541	212	53	e	e	NOUN
ajis02-2541	212	54	tr	tr	NOUN
ajis02-2541	212	55	ic	ic	PROPN
ajis02-2541	212	56	s	s	PROPN
ajis02-2541	212	57	s	s	PROPN
ajis02-2541	212	58	e	e	X
ajis02-2541	212	59	rv	rv	NOUN
ajis02-2541	212	60	ic	ic	PROPN
ajis02-2541	212	61	e	e	PROPN
ajis02-2541	212	62	q	q	PROPN
ajis02-2541	212	63	u	u	PROPN
ajis02-2541	212	64	a	a	DET
ajis02-2541	212	65	lit	light	VERB
ajis02-2541	212	66	y	y	NOUN
ajis02-2541	212	67	m	m	VERB
ajis02-2541	212	68	e	e	NOUN
ajis02-2541	212	69	tr	tr	VERB
ajis02-2541	213	1	ic	ic	PROPN
ajis02-2541	213	2	s	s	PART
ajis02-2541	213	3	enterprise	enterprise	NOUN
ajis02-2541	213	4	functional	functional	ADJ
ajis02-2541	213	5	metrics	metric	NOUN
ajis02-2541	213	6	social	social	ADJ
ajis02-2541	213	7	media	medium	NOUN
ajis02-2541	213	8	metrics	metric	NOUN
ajis02-2541	213	9	nosql	nosql	ADJ
ajis02-2541	213	10	or	or	CCONJ
ajis02-2541	213	11	big	big	ADJ
ajis02-2541	213	12	data	datum	NOUN
ajis02-2541	213	13	environment	environment	NOUN
ajis02-2541	213	14	edw	edw	PROPN
ajis02-2541	213	15	fail	fail	NOUN
ajis02-2541	213	16	-	-	PUNCT
ajis02-2541	213	17	over	over	ADP
ajis02-2541	213	18	/	/	SYM
ajis02-2541	213	19	secondary	secondary	ADJ
ajis02-2541	213	20	instance	instance	NOUN
ajis02-2541	213	21	streaming	streaming	NOUN
ajis02-2541	213	22	analysis	analysis	NOUN
ajis02-2541	213	23	business	business	NOUN
ajis02-2541	213	24	analytics	analytic	NOUN
ajis02-2541	213	25	real	real	ADJ
ajis02-2541	213	26	time	time	NOUN
ajis02-2541	213	27	trends	trend	NOUN
ajis02-2541	213	28	sentiment	sentiment	NOUN
ajis02-2541	213	29	metrics	metric	NOUN
ajis02-2541	213	30	other	other	ADJ
ajis02-2541	213	31	social	social	ADJ
ajis02-2541	213	32	media	medium	NOUN
ajis02-2541	213	33	metrics	metric	NOUN
ajis02-2541	213	34	passive	passive	ADJ
ajis02-2541	213	35	replication	replication	NOUN
ajis02-2541	213	36	active	active	ADJ
ajis02-2541	213	37	replication	replication	NOUN
ajis02-2541	213	38	e	e	NOUN
ajis02-2541	213	39	l	l	NOUN
ajis02-2541	213	40	t	t	PROPN
ajis02-2541	213	41	....	....	PUNCT
ajis02-2541	214	1	data	datum	NOUN
ajis02-2541	214	2	marts	marts	PROPN
ajis02-2541	214	3	australasian	australasian	ADJ
ajis02-2541	214	4	journal	journal	NOUN
ajis02-2541	214	5	of	of	ADP
ajis02-2541	214	6	information	information	NOUN
ajis02-2541	214	7	systems	system	NOUN
ajis02-2541	214	8	balakrishnan	balakrishnan	PROPN
ajis02-2541	214	9	,	,	PUNCT
ajis02-2541	214	10	das	das	PROPN
ajis02-2541	214	11	&	&	CCONJ
ajis02-2541	214	12	chattopadhyay	chattopadhyay	PROPN
ajis02-2541	214	13	2020	2020	NUM
ajis02-2541	214	14	,	,	PUNCT
ajis02-2541	214	15	vol	vol	NOUN
ajis02-2541	214	16	24	24	NUM
ajis02-2541	214	17	,	,	PUNCT
ajis02-2541	214	18	research	research	NOUN
ajis02-2541	214	19	article	article	NOUN
ajis02-2541	214	20	implementing	implement	VERB
ajis02-2541	214	21	data	data	NOUN
ajis02-2541	214	22	strategy	strategy	NOUN
ajis02-2541	214	23	12	12	NUM
ajis02-2541	214	24	type	type	NOUN
ajis02-2541	214	25	of	of	ADP
ajis02-2541	214	26	data	data	NOUN
ajis02-2541	214	27	management	management	NOUN
ajis02-2541	214	28	technology	technology	NOUN
ajis02-2541	214	29	descriptive	descriptive	ADJ
ajis02-2541	214	30	analytics	analytic	NOUN
ajis02-2541	214	31	solutions	solution	NOUN
ajis02-2541	214	32	predictive	predictive	ADJ
ajis02-2541	214	33	and	and	CCONJ
ajis02-2541	214	34	prescriptive	prescriptive	ADJ
ajis02-2541	214	35	analytics	analytic	NOUN
ajis02-2541	214	36	solutions	solution	NOUN
ajis02-2541	214	37	rdbms	rdbms	NOUN
ajis02-2541	214	38	(	(	PUNCT
ajis02-2541	214	39	supports	support	VERB
ajis02-2541	214	40	structured	structured	ADJ
ajis02-2541	214	41	data	datum	NOUN
ajis02-2541	214	42	and	and	CCONJ
ajis02-2541	214	43	acid	acid	NOUN
ajis02-2541	214	44	transactions	transaction	NOUN
ajis02-2541	214	45	)	)	PUNCT
ajis02-2541	214	46	various	various	ADJ
ajis02-2541	214	47	reporting	reporting	NOUN
ajis02-2541	214	48	solutions	solution	NOUN
ajis02-2541	214	49	based	base	VERB
ajis02-2541	214	50	on	on	ADP
ajis02-2541	214	51	customer	customer	NOUN
ajis02-2541	214	52	relationship	relationship	NOUN
ajis02-2541	214	53	management	management	NOUN
ajis02-2541	214	54	(	(	PUNCT
ajis02-2541	214	55	crm	crm	NOUN
ajis02-2541	214	56	)	)	PUNCT
ajis02-2541	214	57	and	and	CCONJ
ajis02-2541	214	58	enterprise	enterprise	NOUN
ajis02-2541	214	59	resource	resource	NOUN
ajis02-2541	214	60	planning	planning	NOUN
ajis02-2541	214	61	(	(	PUNCT
ajis02-2541	214	62	erp	erp	NOUN
ajis02-2541	214	63	)	)	PUNCT
ajis02-2541	214	64	applications	application	NOUN
ajis02-2541	214	65	;	;	PUNCT
ajis02-2541	214	66	management	management	NOUN
ajis02-2541	214	67	information	information	NOUN
ajis02-2541	214	68	systems	system	NOUN
ajis02-2541	214	69	(	(	PUNCT
ajis02-2541	214	70	mis	mis	PROPN
ajis02-2541	214	71	)	)	PUNCT
ajis02-2541	214	72	generating	generate	VERB
ajis02-2541	214	73	daily	daily	ADJ
ajis02-2541	214	74	reports	report	NOUN
ajis02-2541	214	75	;	;	PUNCT
ajis02-2541	214	76	retail	retail	ADJ
ajis02-2541	214	77	:	:	PUNCT
ajis02-2541	214	78	recommendation	recommendation	NOUN
ajis02-2541	214	79	solutions	solution	NOUN
ajis02-2541	214	80	banking	banking	NOUN
ajis02-2541	214	81	:	:	PUNCT
ajis02-2541	214	82	fraud	fraud	NOUN
ajis02-2541	214	83	monitoring	monitoring	NOUN
ajis02-2541	214	84	solutions	solution	NOUN
ajis02-2541	214	85	health	health	NOUN
ajis02-2541	214	86	-	-	PUNCT
ajis02-2541	214	87	care	care	NOUN
ajis02-2541	214	88	:	:	PUNCT
ajis02-2541	214	89	identifying	identify	VERB
ajis02-2541	214	90	the	the	DET
ajis02-2541	214	91	right	right	ADJ
ajis02-2541	214	92	solution	solution	NOUN
ajis02-2541	214	93	based	base	VERB
ajis02-2541	214	94	on	on	ADP
ajis02-2541	214	95	given	give	VERB
ajis02-2541	214	96	health	health	NOUN
ajis02-2541	214	97	conditions	condition	NOUN
ajis02-2541	214	98	(	(	PUNCT
ajis02-2541	214	99	prescriptive	prescriptive	ADJ
ajis02-2541	214	100	solution	solution	NOUN
ajis02-2541	214	101	)	)	PUNCT
ajis02-2541	214	102	nosql	nosql	NOUN
ajis02-2541	214	103	(	(	PUNCT
ajis02-2541	214	104	supports	support	VERB
ajis02-2541	214	105	unstructured	unstructured	ADJ
ajis02-2541	214	106	and	and	CCONJ
ajis02-2541	214	107	semi	semi	ADJ
ajis02-2541	214	108	-	-	ADJ
ajis02-2541	214	109	structured	structured	ADJ
ajis02-2541	214	110	data	datum	NOUN
ajis02-2541	214	111	)	)	PUNCT
ajis02-2541	214	112	statistics	statistic	NOUN
ajis02-2541	214	113	information	information	NOUN
ajis02-2541	214	114	such	such	ADJ
ajis02-2541	214	115	as	as	ADP
ajis02-2541	214	116	tag	tag	NOUN
ajis02-2541	214	117	-	-	PUNCT
ajis02-2541	214	118	clouds	cloud	NOUN
ajis02-2541	214	119	,	,	PUNCT
ajis02-2541	214	120	sentiments	sentiment	NOUN
ajis02-2541	214	121	on	on	ADP
ajis02-2541	214	122	social	social	ADJ
ajis02-2541	214	123	-	-	PUNCT
ajis02-2541	214	124	media	medium	NOUN
ajis02-2541	214	125	content	content	NOUN
ajis02-2541	214	126	,	,	PUNCT
ajis02-2541	214	127	and	and	CCONJ
ajis02-2541	214	128	visual	visual	ADJ
ajis02-2541	214	129	reporting	reporting	NOUN
ajis02-2541	214	130	on	on	ADP
ajis02-2541	214	131	hierarchical	hierarchical	ADJ
ajis02-2541	214	132	information	information	NOUN
ajis02-2541	214	133	arriving	arrive	VERB
ajis02-2541	214	134	at	at	ADP
ajis02-2541	214	135	the	the	DET
ajis02-2541	214	136	sentiment	sentiment	NOUN
ajis02-2541	214	137	trend	trend	NOUN
ajis02-2541	214	138	based	base	VERB
ajis02-2541	214	139	on	on	ADP
ajis02-2541	214	140	the	the	DET
ajis02-2541	214	141	tone	tone	NOUN
ajis02-2541	214	142	of	of	ADP
ajis02-2541	214	143	sentiments	sentiment	NOUN
ajis02-2541	214	144	collected	collect	VERB
ajis02-2541	214	145	over	over	ADP
ajis02-2541	214	146	a	a	DET
ajis02-2541	214	147	period	period	NOUN
ajis02-2541	214	148	of	of	ADP
ajis02-2541	214	149	time	time	NOUN
ajis02-2541	214	150	;	;	PUNCT
ajis02-2541	214	151	predicting	predict	VERB
ajis02-2541	214	152	the	the	DET
ajis02-2541	214	153	most	most	ADV
ajis02-2541	214	154	-	-	PUNCT
ajis02-2541	214	155	preferred	preferred	ADJ
ajis02-2541	214	156	features	feature	NOUN
ajis02-2541	214	157	in	in	ADP
ajis02-2541	214	158	a	a	DET
ajis02-2541	214	159	new	new	ADJ
ajis02-2541	214	160	product	product	NOUN
ajis02-2541	214	161	or	or	CCONJ
ajis02-2541	214	162	service	service	NOUN
ajis02-2541	214	163	based	base	VERB
ajis02-2541	214	164	on	on	ADP
ajis02-2541	214	165	the	the	DET
ajis02-2541	214	166	comments	comment	NOUN
ajis02-2541	214	167	collected	collect	VERB
ajis02-2541	214	168	from	from	ADP
ajis02-2541	214	169	semi	semi	ADJ
ajis02-2541	214	170	-	-	ADJ
ajis02-2541	214	171	structured	structured	ADJ
ajis02-2541	214	172	and	and	CCONJ
ajis02-2541	214	173	unstructured	unstructured	ADJ
ajis02-2541	214	174	data	datum	NOUN
ajis02-2541	214	175	sources	source	NOUN
ajis02-2541	214	176	newsql	newsql	VERB
ajis02-2541	214	177	(	(	PUNCT
ajis02-2541	214	178	structured	structured	ADJ
ajis02-2541	214	179	data	datum	NOUN
ajis02-2541	214	180	)	)	PUNCT
ajis02-2541	214	181	similar	similar	ADJ
ajis02-2541	214	182	to	to	ADP
ajis02-2541	214	183	rdbms	rdbms	NOUN
ajis02-2541	214	184	;	;	PUNCT
ajis02-2541	214	185	however	however	ADV
ajis02-2541	214	186	,	,	PUNCT
ajis02-2541	214	187	newsql	newsql	NOUN
ajis02-2541	214	188	is	be	AUX
ajis02-2541	214	189	mostly	mostly	ADV
ajis02-2541	214	190	used	use	VERB
ajis02-2541	214	191	for	for	ADP
ajis02-2541	214	192	real	real	ADJ
ajis02-2541	214	193	-	-	PUNCT
ajis02-2541	214	194	time	time	NOUN
ajis02-2541	214	195	analytics	analytic	NOUN
ajis02-2541	214	196	and	and	CCONJ
ajis02-2541	214	197	predictive	predictive	ADJ
ajis02-2541	214	198	analytics	analytic	NOUN
ajis02-2541	214	199	streaming	streaming	NOUN
ajis02-2541	214	200	analytics	analytic	NOUN
ajis02-2541	214	201	–	–	PUNCT
ajis02-2541	214	202	on	on	ADP
ajis02-2541	214	203	customer	customer	NOUN
ajis02-2541	214	204	sentiments	sentiment	NOUN
ajis02-2541	214	205	;	;	PUNCT
ajis02-2541	214	206	identifying	identify	VERB
ajis02-2541	214	207	trends	trend	NOUN
ajis02-2541	214	208	in	in	ADP
ajis02-2541	214	209	user	user	NOUN
ajis02-2541	214	210	perceptions	perception	NOUN
ajis02-2541	214	211	;	;	PUNCT
ajis02-2541	214	212	real	real	ADJ
ajis02-2541	214	213	-	-	PUNCT
ajis02-2541	214	214	time	time	NOUN
ajis02-2541	214	215	recommendations	recommendation	NOUN
ajis02-2541	214	216	on	on	ADP
ajis02-2541	214	217	product	product	NOUN
ajis02-2541	214	218	purchases	purchase	NOUN
ajis02-2541	214	219	;	;	PUNCT
ajis02-2541	214	220	streaming	stream	VERB
ajis02-2541	214	221	analytics	analytic	NOUN
ajis02-2541	214	222	on	on	ADP
ajis02-2541	214	223	data	datum	NOUN
ajis02-2541	214	224	from	from	ADP
ajis02-2541	214	225	iot	iot	NOUN
ajis02-2541	214	226	;	;	PUNCT
ajis02-2541	214	227	market	market	NOUN
ajis02-2541	214	228	basket	basket	NOUN
ajis02-2541	214	229	analysis	analysis	NOUN
ajis02-2541	214	230	in	in	ADP
ajis02-2541	214	231	retail	retail	ADJ
ajis02-2541	214	232	industry	industry	NOUN
ajis02-2541	214	233	;	;	PUNCT
ajis02-2541	214	234	solutions	solution	NOUN
ajis02-2541	214	235	supporting	support	VERB
ajis02-2541	214	236	big	big	ADJ
ajis02-2541	214	237	data	datum	NOUN
ajis02-2541	214	238	(	(	PUNCT
ajis02-2541	214	239	hdfs	hdfs	PROPN
ajis02-2541	214	240	based	base	VERB
ajis02-2541	214	241	systems	system	NOUN
ajis02-2541	214	242	)	)	PUNCT
ajis02-2541	214	243	all	all	DET
ajis02-2541	214	244	types	type	NOUN
ajis02-2541	214	245	of	of	ADP
ajis02-2541	214	246	data	datum	NOUN
ajis02-2541	214	247	;	;	PUNCT
ajis02-2541	214	248	mainly	mainly	ADV
ajis02-2541	214	249	used	use	VERB
ajis02-2541	214	250	as	as	ADP
ajis02-2541	214	251	‘	'	PUNCT
ajis02-2541	214	252	data	datum	NOUN
ajis02-2541	214	253	staging	staging	NOUN
ajis02-2541	214	254	’	'	PUNCT
ajis02-2541	214	255	area	area	NOUN
ajis02-2541	214	256	and	and	CCONJ
ajis02-2541	214	257	data	datum	NOUN
ajis02-2541	214	258	archival	archival	NOUN
ajis02-2541	214	259	area	area	NOUN
ajis02-2541	214	260	;	;	PUNCT
ajis02-2541	214	261	helpful	helpful	ADJ
ajis02-2541	214	262	to	to	PART
ajis02-2541	214	263	deal	deal	VERB
ajis02-2541	214	264	with	with	ADP
ajis02-2541	214	265	‘	'	PUNCT
ajis02-2541	214	266	save	save	VERB
ajis02-2541	214	267	now	now	ADV
ajis02-2541	214	268	and	and	CCONJ
ajis02-2541	214	269	analyze	analyze	VERB
ajis02-2541	214	270	later	later	ADJ
ajis02-2541	214	271	’	'	PUNCT
ajis02-2541	214	272	kind	kind	NOUN
ajis02-2541	214	273	of	of	ADP
ajis02-2541	214	274	data	datum	NOUN
ajis02-2541	214	275	;	;	PUNCT
ajis02-2541	214	276	staging	stage	VERB
ajis02-2541	214	277	area	area	NOUN
ajis02-2541	214	278	for	for	ADP
ajis02-2541	214	279	extract	extract	NOUN
ajis02-2541	214	280	-	-	PUNCT
ajis02-2541	214	281	load	load	NOUN
ajis02-2541	214	282	-	-	PUNCT
ajis02-2541	214	283	transform	transform	NOUN
ajis02-2541	214	284	(	(	PUNCT
ajis02-2541	214	285	elt	elt	NOUN
ajis02-2541	214	286	)	)	PUNCT
ajis02-2541	214	287	kind	kind	NOUN
ajis02-2541	214	288	of	of	ADP
ajis02-2541	214	289	data	data	NOUN
ajis02-2541	214	290	extraction	extraction	NOUN
ajis02-2541	214	291	;	;	PUNCT
ajis02-2541	214	292	storage	storage	NOUN
ajis02-2541	214	293	for	for	ADP
ajis02-2541	214	294	archived	archive	VERB
ajis02-2541	214	295	-	-	PUNCT
ajis02-2541	214	296	data	datum	NOUN
ajis02-2541	214	297	wherever	wherever	SCONJ
ajis02-2541	214	298	needed	need	VERB
ajis02-2541	214	299	;	;	PUNCT
ajis02-2541	214	300	system	system	NOUN
ajis02-2541	214	301	can	can	AUX
ajis02-2541	214	302	support	support	VERB
ajis02-2541	214	303	all	all	DET
ajis02-2541	214	304	type	type	NOUN
ajis02-2541	214	305	of	of	ADP
ajis02-2541	214	306	data	datum	NOUN
ajis02-2541	214	307	to	to	PART
ajis02-2541	214	308	support	support	VERB
ajis02-2541	214	309	descriptive	descriptive	ADJ
ajis02-2541	214	310	,	,	PUNCT
ajis02-2541	214	311	predictive	predictive	ADJ
ajis02-2541	214	312	and	and	CCONJ
ajis02-2541	214	313	prescriptive	prescriptive	ADJ
ajis02-2541	214	314	analytics	analytic	NOUN
ajis02-2541	214	315	solutions	solution	NOUN
ajis02-2541	214	316	table	table	NOUN
ajis02-2541	214	317	2	2	NUM
ajis02-2541	214	318	:	:	PUNCT
ajis02-2541	214	319	data	datum	NOUN
ajis02-2541	214	320	management	management	NOUN
ajis02-2541	214	321	technologies	technology	NOUN
ajis02-2541	214	322	and	and	CCONJ
ajis02-2541	214	323	use	use	NOUN
ajis02-2541	214	324	cases	case	NOUN
ajis02-2541	214	325	supported	support	VERB
ajis02-2541	214	326	4.2	4.2	NUM
ajis02-2541	214	327	data	datum	NOUN
ajis02-2541	214	328	integration	integration	NOUN
ajis02-2541	214	329	data	datum	NOUN
ajis02-2541	214	330	integration	integration	NOUN
ajis02-2541	214	331	involves	involve	VERB
ajis02-2541	214	332	combining	combine	VERB
ajis02-2541	214	333	data	datum	NOUN
ajis02-2541	214	334	from	from	ADP
ajis02-2541	214	335	disparate	disparate	ADJ
ajis02-2541	214	336	and	and	CCONJ
ajis02-2541	214	337	heterogeneous	heterogeneous	ADJ
ajis02-2541	214	338	source	source	NOUN
ajis02-2541	214	339	systems	system	NOUN
ajis02-2541	214	340	to	to	PART
ajis02-2541	214	341	arrive	arrive	VERB
ajis02-2541	214	342	at	at	ADP
ajis02-2541	214	343	a	a	DET
ajis02-2541	214	344	unified	unified	ADJ
ajis02-2541	214	345	view	view	NOUN
ajis02-2541	214	346	of	of	ADP
ajis02-2541	214	347	the	the	DET
ajis02-2541	214	348	data	datum	NOUN
ajis02-2541	214	349	.	.	PUNCT
ajis02-2541	215	1	data	datum	NOUN
ajis02-2541	215	2	integration	integration	NOUN
ajis02-2541	215	3	consolidates	consolidate	VERB
ajis02-2541	215	4	applications	application	NOUN
ajis02-2541	215	5	within	within	ADP
ajis02-2541	215	6	one	one	NUM
ajis02-2541	215	7	firm	firm	NOUN
ajis02-2541	215	8	to	to	PART
ajis02-2541	215	9	provide	provide	VERB
ajis02-2541	215	10	a	a	DET
ajis02-2541	215	11	unified	unified	ADJ
ajis02-2541	215	12	view	view	NOUN
ajis02-2541	215	13	of	of	ADP
ajis02-2541	215	14	the	the	DET
ajis02-2541	215	15	firm	firm	NOUN
ajis02-2541	215	16	’s	’s	PART
ajis02-2541	215	17	data	data	NOUN
ajis02-2541	215	18	assets	asset	NOUN
ajis02-2541	215	19	(	(	PUNCT
ajis02-2541	215	20	“	"	PUNCT
ajis02-2541	215	21	data	datum	NOUN
ajis02-2541	215	22	integration	integration	NOUN
ajis02-2541	215	23	,	,	PUNCT
ajis02-2541	215	24	”	"	PUNCT
ajis02-2541	215	25	2018	2018	NUM
ajis02-2541	215	26	)	)	PUNCT
ajis02-2541	215	27	.	.	PUNCT
ajis02-2541	216	1	data	datum	NOUN
ajis02-2541	216	2	integration	integration	NOUN
ajis02-2541	216	3	enables	enable	VERB
ajis02-2541	216	4	businesses	business	NOUN
ajis02-2541	216	5	to	to	PART
ajis02-2541	216	6	provide	provide	VERB
ajis02-2541	216	7	users	user	NOUN
ajis02-2541	216	8	with	with	ADP
ajis02-2541	216	9	a	a	DET
ajis02-2541	216	10	real	real	ADJ
ajis02-2541	216	11	-	-	PUNCT
ajis02-2541	216	12	time	time	NOUN
ajis02-2541	216	13	view	view	NOUN
ajis02-2541	216	14	of	of	ADP
ajis02-2541	216	15	business	business	NOUN
ajis02-2541	216	16	performance	performance	NOUN
ajis02-2541	216	17	by	by	ADP
ajis02-2541	216	18	combining	combine	VERB
ajis02-2541	216	19	data	datum	NOUN
ajis02-2541	216	20	residing	reside	VERB
ajis02-2541	216	21	in	in	ADP
ajis02-2541	216	22	different	different	ADJ
ajis02-2541	216	23	sources	source	NOUN
ajis02-2541	216	24	,	,	PUNCT
ajis02-2541	216	25	and	and	CCONJ
ajis02-2541	216	26	inclusion	inclusion	NOUN
ajis02-2541	216	27	is	be	AUX
ajis02-2541	216	28	the	the	DET
ajis02-2541	216	29	first	first	ADJ
ajis02-2541	216	30	step	step	NOUN
ajis02-2541	216	31	towards	towards	ADP
ajis02-2541	216	32	transforming	transform	VERB
ajis02-2541	216	33	data	datum	NOUN
ajis02-2541	216	34	into	into	ADP
ajis02-2541	216	35	meaningful	meaningful	ADJ
ajis02-2541	216	36	insights	insight	NOUN
ajis02-2541	216	37	such	such	ADJ
ajis02-2541	216	38	as	as	ADP
ajis02-2541	216	39	business	business	NOUN
ajis02-2541	216	40	metrics	metric	NOUN
ajis02-2541	216	41	and	and	CCONJ
ajis02-2541	216	42	key	key	ADJ
ajis02-2541	216	43	-	-	PUNCT
ajis02-2541	216	44	performanceindicators	performanceindicator	NOUN
ajis02-2541	216	45	(	(	PUNCT
ajis02-2541	216	46	kpi	kpi	PROPN
ajis02-2541	216	47	)	)	PUNCT
ajis02-2541	216	48	(	(	PUNCT
ajis02-2541	216	49	doyle	doyle	NOUN
ajis02-2541	216	50	,	,	PUNCT
ajis02-2541	216	51	2017	2017	NUM
ajis02-2541	216	52	)	)	PUNCT
ajis02-2541	216	53	.	.	PUNCT
ajis02-2541	217	1	organizations	organization	NOUN
ajis02-2541	217	2	use	use	VERB
ajis02-2541	217	3	various	various	ADJ
ajis02-2541	217	4	means	mean	NOUN
ajis02-2541	217	5	to	to	PART
ajis02-2541	217	6	extract	extract	VERB
ajis02-2541	217	7	data	datum	NOUN
ajis02-2541	217	8	from	from	ADP
ajis02-2541	217	9	source	source	NOUN
ajis02-2541	217	10	systems	system	NOUN
ajis02-2541	217	11	,	,	PUNCT
ajis02-2541	217	12	integrate	integrate	VERB
ajis02-2541	217	13	them	they	PRON
ajis02-2541	217	14	,	,	PUNCT
ajis02-2541	217	15	arrive	arrive	VERB
ajis02-2541	217	16	at	at	ADP
ajis02-2541	217	17	different	different	ADJ
ajis02-2541	217	18	business	business	NOUN
ajis02-2541	217	19	metrics	metric	NOUN
ajis02-2541	217	20	,	,	PUNCT
ajis02-2541	217	21	and	and	CCONJ
ajis02-2541	217	22	store	store	VERB
ajis02-2541	217	23	those	those	DET
ajis02-2541	217	24	kpi	kpi	PROPN
ajis02-2541	217	25	in	in	ADP
ajis02-2541	217	26	a	a	DET
ajis02-2541	217	27	relational	relational	ADJ
ajis02-2541	217	28	data	datum	NOUN
ajis02-2541	217	29	warehouse	warehouse	NOUN
ajis02-2541	217	30	that	that	PRON
ajis02-2541	217	31	could	could	AUX
ajis02-2541	217	32	drive	drive	VERB
ajis02-2541	217	33	further	further	ADJ
ajis02-2541	217	34	analysis	analysis	NOUN
ajis02-2541	217	35	.	.	PUNCT
ajis02-2541	218	1	organizations	organization	NOUN
ajis02-2541	218	2	could	could	AUX
ajis02-2541	218	3	use	use	VERB
ajis02-2541	218	4	either	either	CCONJ
ajis02-2541	218	5	etl	etl	NOUN
ajis02-2541	218	6	(	(	PUNCT
ajis02-2541	218	7	extract	extract	NOUN
ajis02-2541	218	8	-	-	PUNCT
ajis02-2541	218	9	transform	transform	NOUN
ajis02-2541	218	10	-	-	PUNCT
ajis02-2541	218	11	load	load	NOUN
ajis02-2541	218	12	)	)	PUNCT
ajis02-2541	218	13	or	or	CCONJ
ajis02-2541	218	14	elt	elt	PROPN
ajis02-2541	218	15	(	(	PUNCT
ajis02-2541	218	16	extract	extract	NOUN
ajis02-2541	218	17	-	-	PUNCT
ajis02-2541	218	18	load	load	NOUN
ajis02-2541	218	19	-	-	PUNCT
ajis02-2541	218	20	transform	transform	NOUN
ajis02-2541	218	21	)	)	PUNCT
ajis02-2541	218	22	to	to	PART
ajis02-2541	218	23	extract	extract	VERB
ajis02-2541	218	24	data	datum	NOUN
ajis02-2541	218	25	from	from	ADP
ajis02-2541	218	26	the	the	DET
ajis02-2541	218	27	source	source	NOUN
ajis02-2541	218	28	systems	system	NOUN
ajis02-2541	218	29	.	.	PUNCT
ajis02-2541	219	1	when	when	SCONJ
ajis02-2541	219	2	using	use	VERB
ajis02-2541	219	3	etl	etl	NOUN
ajis02-2541	219	4	,	,	PUNCT
ajis02-2541	219	5	the	the	DET
ajis02-2541	219	6	data	data	NOUN
ajis02-2541	219	7	is	be	AUX
ajis02-2541	219	8	extracted	extract	VERB
ajis02-2541	219	9	from	from	ADP
ajis02-2541	219	10	source	source	NOUN
ajis02-2541	219	11	systems	system	NOUN
ajis02-2541	219	12	,	,	PUNCT
ajis02-2541	219	13	transformational	transformational	ADJ
ajis02-2541	219	14	rules	rule	NOUN
ajis02-2541	219	15	are	be	AUX
ajis02-2541	219	16	applied	apply	VERB
ajis02-2541	219	17	to	to	ADP
ajis02-2541	219	18	the	the	DET
ajis02-2541	219	19	data	datum	NOUN
ajis02-2541	219	20	,	,	PUNCT
ajis02-2541	219	21	all	all	DET
ajis02-2541	219	22	necessary	necessary	ADJ
ajis02-2541	219	23	business	business	NOUN
ajis02-2541	219	24	metrics	metric	NOUN
ajis02-2541	219	25	are	be	AUX
ajis02-2541	219	26	calculated	calculate	VERB
ajis02-2541	219	27	,	,	PUNCT
ajis02-2541	219	28	and	and	CCONJ
ajis02-2541	219	29	the	the	DET
ajis02-2541	219	30	transformed	transform	VERB
ajis02-2541	219	31	information	information	NOUN
ajis02-2541	219	32	is	be	AUX
ajis02-2541	219	33	loaded	load	VERB
ajis02-2541	219	34	into	into	ADP
ajis02-2541	219	35	the	the	DET
ajis02-2541	219	36	target	target	NOUN
ajis02-2541	219	37	database	database	NOUN
ajis02-2541	219	38	.	.	PUNCT
ajis02-2541	220	1	in	in	ADP
ajis02-2541	220	2	the	the	DET
ajis02-2541	220	3	case	case	NOUN
ajis02-2541	220	4	of	of	ADP
ajis02-2541	220	5	elt	elt	PROPN
ajis02-2541	220	6	,	,	PUNCT
ajis02-2541	220	7	the	the	DET
ajis02-2541	220	8	extracted	extract	VERB
ajis02-2541	220	9	data	datum	NOUN
ajis02-2541	220	10	is	be	AUX
ajis02-2541	220	11	loaded	load	VERB
ajis02-2541	220	12	into	into	ADP
ajis02-2541	220	13	a	a	DET
ajis02-2541	220	14	temporary	temporary	ADJ
ajis02-2541	220	15	work	work	NOUN
ajis02-2541	220	16	area	area	NOUN
ajis02-2541	220	17	called	call	VERB
ajis02-2541	220	18	‘	'	PUNCT
ajis02-2541	220	19	staging	staging	NOUN
ajis02-2541	220	20	area	area	NOUN
ajis02-2541	220	21	’	'	PUNCT
ajis02-2541	220	22	,	,	PUNCT
ajis02-2541	220	23	transformation	transformation	NOUN
ajis02-2541	220	24	rules	rule	NOUN
ajis02-2541	220	25	are	be	AUX
ajis02-2541	220	26	applied	apply	VERB
ajis02-2541	220	27	to	to	PART
ajis02-2541	220	28	arrive	arrive	VERB
ajis02-2541	220	29	at	at	ADP
ajis02-2541	220	30	business	business	NOUN
ajis02-2541	220	31	metrics	metric	NOUN
ajis02-2541	220	32	,	,	PUNCT
ajis02-2541	220	33	and	and	CCONJ
ajis02-2541	220	34	the	the	DET
ajis02-2541	220	35	australasian	australasian	ADJ
ajis02-2541	220	36	journal	journal	NOUN
ajis02-2541	220	37	of	of	ADP
ajis02-2541	220	38	information	information	NOUN
ajis02-2541	220	39	systems	system	NOUN
ajis02-2541	220	40	balakrishnan	balakrishnan	PROPN
ajis02-2541	220	41	,	,	PUNCT
ajis02-2541	220	42	das	das	PROPN
ajis02-2541	220	43	&	&	CCONJ
ajis02-2541	220	44	chattopadhyay	chattopadhyay	PROPN
ajis02-2541	220	45	2020	2020	NUM
ajis02-2541	220	46	,	,	PUNCT
ajis02-2541	220	47	vol	vol	NOUN
ajis02-2541	220	48	24	24	NUM
ajis02-2541	220	49	,	,	PUNCT
ajis02-2541	220	50	research	research	NOUN
ajis02-2541	220	51	article	article	NOUN
ajis02-2541	220	52	implementing	implement	VERB
ajis02-2541	220	53	data	datum	NOUN
ajis02-2541	220	54	strategy	strategy	NOUN
ajis02-2541	220	55	13	13	NUM
ajis02-2541	220	56	transformed	transform	VERB
ajis02-2541	220	57	information	information	NOUN
ajis02-2541	220	58	or	or	CCONJ
ajis02-2541	220	59	business	business	NOUN
ajis02-2541	220	60	metrics	metric	NOUN
ajis02-2541	220	61	is	be	AUX
ajis02-2541	220	62	loaded	load	VERB
ajis02-2541	220	63	into	into	ADP
ajis02-2541	220	64	the	the	DET
ajis02-2541	220	65	target	target	NOUN
ajis02-2541	220	66	data	datum	NOUN
ajis02-2541	220	67	warehouse	warehouse	NOUN
ajis02-2541	220	68	.	.	PUNCT
ajis02-2541	221	1	to	to	PART
ajis02-2541	221	2	answer	answer	VERB
ajis02-2541	221	3	a	a	DET
ajis02-2541	221	4	specific	specific	ADJ
ajis02-2541	221	5	query	query	NOUN
ajis02-2541	221	6	on	on	ADP
ajis02-2541	221	7	the	the	DET
ajis02-2541	221	8	right	right	ADJ
ajis02-2541	221	9	use	use	NOUN
ajis02-2541	221	10	cases	case	NOUN
ajis02-2541	221	11	for	for	ADP
ajis02-2541	221	12	using	use	VERB
ajis02-2541	221	13	either	either	PRON
ajis02-2541	221	14	of	of	ADP
ajis02-2541	221	15	etl	etl	NOUN
ajis02-2541	221	16	or	or	CCONJ
ajis02-2541	221	17	elt	elt	NOUN
ajis02-2541	221	18	,	,	PUNCT
ajis02-2541	221	19	a3	a3	NOUN
ajis02-2541	221	20	claims	claim	NOUN
ajis02-2541	221	21	,	,	PUNCT
ajis02-2541	221	22	“	"	PUNCT
ajis02-2541	221	23	if	if	SCONJ
ajis02-2541	221	24	the	the	DET
ajis02-2541	221	25	systems	system	NOUN
ajis02-2541	221	26	you	you	PRON
ajis02-2541	221	27	extract	extract	VERB
ajis02-2541	221	28	data	datum	NOUN
ajis02-2541	221	29	from	from	ADP
ajis02-2541	221	30	(	(	PUNCT
ajis02-2541	221	31	source	source	NOUN
ajis02-2541	221	32	systems	system	NOUN
ajis02-2541	221	33	)	)	PUNCT
ajis02-2541	221	34	are	be	AUX
ajis02-2541	221	35	all	all	PRON
ajis02-2541	221	36	local	local	ADJ
ajis02-2541	221	37	(	(	PUNCT
ajis02-2541	221	38	within	within	ADP
ajis02-2541	221	39	your	your	PRON
ajis02-2541	221	40	internet	internet	NOUN
ajis02-2541	221	41	/	/	SYM
ajis02-2541	221	42	intranet	intranet	NOUN
ajis02-2541	221	43	)	)	PUNCT
ajis02-2541	221	44	,	,	PUNCT
ajis02-2541	221	45	then	then	ADV
ajis02-2541	221	46	etl	etl	NOUN
ajis02-2541	221	47	would	would	AUX
ajis02-2541	221	48	be	be	AUX
ajis02-2541	221	49	good	good	ADJ
ajis02-2541	221	50	;	;	PUNCT
ajis02-2541	221	51	there	there	PRON
ajis02-2541	221	52	wo	will	AUX
ajis02-2541	221	53	n’t	not	PART
ajis02-2541	221	54	be	be	AUX
ajis02-2541	221	55	much	much	ADJ
ajis02-2541	221	56	of	of	ADP
ajis02-2541	221	57	latency	latency	NOUN
ajis02-2541	221	58	issues	issue	NOUN
ajis02-2541	221	59	here	here	ADV
ajis02-2541	221	60	as	as	SCONJ
ajis02-2541	221	61	the	the	DET
ajis02-2541	221	62	data	data	NOUN
ajis02-2541	221	63	is	be	AUX
ajis02-2541	221	64	internal	internal	ADJ
ajis02-2541	221	65	;	;	PUNCT
ajis02-2541	221	66	the	the	DET
ajis02-2541	221	67	data	datum	NOUN
ajis02-2541	221	68	you	you	PRON
ajis02-2541	221	69	have	have	VERB
ajis02-2541	221	70	on	on	ADP
ajis02-2541	221	71	external	external	ADJ
ajis02-2541	221	72	systems	system	NOUN
ajis02-2541	221	73	–	–	PUNCT
ajis02-2541	221	74	especially	especially	ADV
ajis02-2541	221	75	social	social	ADJ
ajis02-2541	221	76	media	medium	NOUN
ajis02-2541	221	77	,	,	PUNCT
ajis02-2541	221	78	etc	etc	X
ajis02-2541	221	79	–	–	PUNCT
ajis02-2541	221	80	you	you	PRON
ajis02-2541	221	81	extract	extract	VERB
ajis02-2541	221	82	data	datum	NOUN
ajis02-2541	221	83	,	,	PUNCT
ajis02-2541	221	84	you	you	PRON
ajis02-2541	221	85	load	load	VERB
ajis02-2541	221	86	them	they	PRON
ajis02-2541	221	87	as	as	SCONJ
ajis02-2541	221	88	-	-	PUNCT
ajis02-2541	221	89	is	be	AUX
ajis02-2541	221	90	into	into	ADP
ajis02-2541	221	91	some	some	DET
ajis02-2541	221	92	sort	sort	NOUN
ajis02-2541	221	93	of	of	ADP
ajis02-2541	221	94	temporary	temporary	ADJ
ajis02-2541	221	95	store	store	NOUN
ajis02-2541	221	96	(	(	PUNCT
ajis02-2541	221	97	data	data	NOUN
ajis02-2541	221	98	staging	staging	NOUN
ajis02-2541	221	99	area	area	NOUN
ajis02-2541	221	100	)	)	PUNCT
ajis02-2541	221	101	–	–	PUNCT
ajis02-2541	221	102	and	and	CCONJ
ajis02-2541	221	103	then	then	ADV
ajis02-2541	221	104	transform	transform	VERB
ajis02-2541	221	105	and	and	CCONJ
ajis02-2541	221	106	load	load	NOUN
ajis02-2541	221	107	/	/	SYM
ajis02-2541	221	108	persist	persist	NOUN
ajis02-2541	221	109	into	into	ADP
ajis02-2541	221	110	data	datum	NOUN
ajis02-2541	221	111	warehouse	warehouse	NOUN
ajis02-2541	221	112	;	;	PUNCT
ajis02-2541	221	113	(	(	PUNCT
ajis02-2541	221	114	use	use	NOUN
ajis02-2541	221	115	elt	elt	PROPN
ajis02-2541	221	116	)	)	PUNCT
ajis02-2541	221	117	“	"	PUNCT
ajis02-2541	221	118	(	(	PUNCT
ajis02-2541	221	119	a3	a3	NOUN
ajis02-2541	221	120	,	,	PUNCT
ajis02-2541	221	121	data	datum	NOUN
ajis02-2541	221	122	architect	architect	NOUN
ajis02-2541	221	123	)	)	PUNCT
ajis02-2541	221	124	etl	etl	NOUN
ajis02-2541	221	125	is	be	AUX
ajis02-2541	221	126	the	the	DET
ajis02-2541	221	127	standard	standard	ADJ
ajis02-2541	221	128	way	way	NOUN
ajis02-2541	221	129	of	of	ADP
ajis02-2541	221	130	data	data	NOUN
ajis02-2541	221	131	extraction	extraction	NOUN
ajis02-2541	221	132	when	when	SCONJ
ajis02-2541	221	133	sourcing	source	VERB
ajis02-2541	221	134	from	from	ADP
ajis02-2541	221	135	internal	internal	ADJ
ajis02-2541	221	136	transaction	transaction	NOUN
ajis02-2541	221	137	processing	processing	NOUN
ajis02-2541	221	138	systems	system	NOUN
ajis02-2541	221	139	.	.	PUNCT
ajis02-2541	222	1	however	however	ADV
ajis02-2541	222	2	,	,	PUNCT
ajis02-2541	222	3	data	datum	NOUN
ajis02-2541	222	4	from	from	ADP
ajis02-2541	222	5	sm	sm	PRON
ajis02-2541	222	6	such	such	ADJ
ajis02-2541	222	7	as	as	ADP
ajis02-2541	222	8	twitter	twitter	NOUN
ajis02-2541	222	9	and	and	CCONJ
ajis02-2541	222	10	facebook	facebook	NOUN
ajis02-2541	222	11	get	get	AUX
ajis02-2541	222	12	loaded	load	VERB
ajis02-2541	222	13	first	first	ADV
ajis02-2541	222	14	into	into	ADP
ajis02-2541	222	15	a	a	DET
ajis02-2541	222	16	data	data	NOUN
ajis02-2541	222	17	store	store	NOUN
ajis02-2541	222	18	like	like	ADP
ajis02-2541	222	19	nosql	nosql	ADJ
ajis02-2541	222	20	,	,	PUNCT
ajis02-2541	222	21	necessary	necessary	ADJ
ajis02-2541	222	22	metrics	metric	NOUN
ajis02-2541	222	23	such	such	ADJ
ajis02-2541	222	24	as	as	ADP
ajis02-2541	222	25	sentiment	sentiment	NOUN
ajis02-2541	222	26	scores	score	NOUN
ajis02-2541	222	27	are	be	AUX
ajis02-2541	222	28	calculated	calculate	VERB
ajis02-2541	222	29	,	,	PUNCT
ajis02-2541	222	30	and	and	CCONJ
ajis02-2541	222	31	the	the	DET
ajis02-2541	222	32	results	result	NOUN
ajis02-2541	222	33	are	be	AUX
ajis02-2541	222	34	loaded	load	VERB
ajis02-2541	222	35	into	into	ADP
ajis02-2541	222	36	a	a	DET
ajis02-2541	222	37	relational	relational	ADJ
ajis02-2541	222	38	data	datum	NOUN
ajis02-2541	222	39	warehouse	warehouse	NOUN
ajis02-2541	222	40	.	.	PUNCT
ajis02-2541	223	1	sm	sm	PROPN
ajis02-2541	223	2	data	data	PROPN
ajis02-2541	223	3	is	be	AUX
ajis02-2541	223	4	usually	usually	ADV
ajis02-2541	223	5	extracted	extract	VERB
ajis02-2541	223	6	through	through	ADP
ajis02-2541	223	7	scripts	script	NOUN
ajis02-2541	223	8	,	,	PUNCT
ajis02-2541	223	9	software	software	NOUN
ajis02-2541	223	10	programs	program	NOUN
ajis02-2541	223	11	,	,	PUNCT
ajis02-2541	223	12	and	and	CCONJ
ajis02-2541	223	13	crawler	crawler	NOUN
ajis02-2541	223	14	programs	program	NOUN
ajis02-2541	223	15	.	.	PUNCT
ajis02-2541	224	1	an	an	DET
ajis02-2541	224	2	etl	etl	NOUN
ajis02-2541	224	3	or	or	CCONJ
ajis02-2541	224	4	elt	elt	NOUN
ajis02-2541	224	5	process	process	NOUN
ajis02-2541	224	6	might	might	AUX
ajis02-2541	224	7	throw	throw	VERB
ajis02-2541	224	8	exceptions	exception	NOUN
ajis02-2541	224	9	or	or	CCONJ
ajis02-2541	224	10	errors	error	NOUN
ajis02-2541	224	11	for	for	ADP
ajis02-2541	224	12	data	datum	NOUN
ajis02-2541	224	13	that	that	PRON
ajis02-2541	224	14	can	can	AUX
ajis02-2541	224	15	not	not	PART
ajis02-2541	224	16	be	be	AUX
ajis02-2541	224	17	processed	process	VERB
ajis02-2541	224	18	completely	completely	ADV
ajis02-2541	224	19	.	.	PUNCT
ajis02-2541	225	1	these	these	DET
ajis02-2541	225	2	exceptions	exception	NOUN
ajis02-2541	225	3	are	be	AUX
ajis02-2541	225	4	sent	send	VERB
ajis02-2541	225	5	back	back	ADV
ajis02-2541	225	6	to	to	ADP
ajis02-2541	225	7	source	source	NOUN
ajis02-2541	225	8	systems	system	NOUN
ajis02-2541	225	9	,	,	PUNCT
ajis02-2541	225	10	and	and	CCONJ
ajis02-2541	225	11	alert	alert	VERB
ajis02-2541	225	12	messages	message	NOUN
ajis02-2541	225	13	are	be	AUX
ajis02-2541	225	14	raised	raise	VERB
ajis02-2541	225	15	to	to	ADP
ajis02-2541	225	16	business	business	NOUN
ajis02-2541	225	17	users	user	NOUN
ajis02-2541	225	18	.	.	PUNCT
ajis02-2541	226	1	business	business	NOUN
ajis02-2541	226	2	users	user	NOUN
ajis02-2541	226	3	view	view	VERB
ajis02-2541	226	4	error	error	NOUN
ajis02-2541	226	5	records	record	NOUN
ajis02-2541	226	6	through	through	ADP
ajis02-2541	226	7	user	user	NOUN
ajis02-2541	226	8	interfaces	interface	NOUN
ajis02-2541	226	9	or	or	CCONJ
ajis02-2541	226	10	applications	application	NOUN
ajis02-2541	226	11	wherein	wherein	SCONJ
ajis02-2541	226	12	they	they	PRON
ajis02-2541	226	13	would	would	AUX
ajis02-2541	226	14	have	have	VERB
ajis02-2541	226	15	options	option	NOUN
ajis02-2541	226	16	to	to	PART
ajis02-2541	226	17	fix	fix	VERB
ajis02-2541	226	18	the	the	DET
ajis02-2541	226	19	data	datum	NOUN
ajis02-2541	226	20	,	,	PUNCT
ajis02-2541	226	21	and	and	CCONJ
ajis02-2541	226	22	resubmit	resubmit	VERB
ajis02-2541	226	23	for	for	ADP
ajis02-2541	226	24	processing	processing	NOUN
ajis02-2541	226	25	.	.	PUNCT
ajis02-2541	227	1	the	the	DET
ajis02-2541	227	2	data	data	NOUN
ajis02-2541	227	3	extraction	extraction	NOUN
ajis02-2541	227	4	and	and	CCONJ
ajis02-2541	227	5	load	load	NOUN
ajis02-2541	227	6	procedures	procedure	NOUN
ajis02-2541	227	7	maintain	maintain	VERB
ajis02-2541	227	8	data	datum	NOUN
ajis02-2541	227	9	integrity	integrity	NOUN
ajis02-2541	227	10	when	when	SCONJ
ajis02-2541	227	11	loading	loading	NOUN
ajis02-2541	227	12	data	datum	NOUN
ajis02-2541	227	13	into	into	ADP
ajis02-2541	227	14	target	target	NOUN
ajis02-2541	227	15	systems	system	NOUN
ajis02-2541	227	16	,	,	PUNCT
ajis02-2541	227	17	and	and	CCONJ
ajis02-2541	227	18	reconcile	reconcile	ADJ
ajis02-2541	227	19	target	target	NOUN
ajis02-2541	227	20	data	datum	NOUN
ajis02-2541	227	21	with	with	ADP
ajis02-2541	227	22	source	source	NOUN
ajis02-2541	227	23	systems	system	NOUN
ajis02-2541	227	24	to	to	PART
ajis02-2541	227	25	load	load	VERB
ajis02-2541	227	26	all	all	DET
ajis02-2541	227	27	relevant	relevant	ADJ
ajis02-2541	227	28	information	information	NOUN
ajis02-2541	227	29	into	into	ADP
ajis02-2541	227	30	target	target	NOUN
ajis02-2541	227	31	systems	system	NOUN
ajis02-2541	227	32	.	.	PUNCT
ajis02-2541	228	1	the	the	DET
ajis02-2541	228	2	data	data	NOUN
ajis02-2541	228	3	extraction	extraction	NOUN
ajis02-2541	228	4	process	process	NOUN
ajis02-2541	228	5	,	,	PUNCT
ajis02-2541	228	6	depending	depend	VERB
ajis02-2541	228	7	on	on	ADP
ajis02-2541	228	8	the	the	DET
ajis02-2541	228	9	business	business	NOUN
ajis02-2541	228	10	rules	rule	NOUN
ajis02-2541	228	11	,	,	PUNCT
ajis02-2541	228	12	could	could	AUX
ajis02-2541	228	13	be	be	AUX
ajis02-2541	228	14	set	set	VERB
ajis02-2541	228	15	as	as	ADP
ajis02-2541	228	16	an	an	DET
ajis02-2541	228	17	incremental	incremental	ADJ
ajis02-2541	228	18	-	-	PUNCT
ajis02-2541	228	19	refresh	refresh	NOUN
ajis02-2541	228	20	or	or	CCONJ
ajis02-2541	228	21	full	full	ADJ
ajis02-2541	228	22	-	-	PUNCT
ajis02-2541	228	23	refresh	refresh	NOUN
ajis02-2541	228	24	procedures	procedure	NOUN
ajis02-2541	228	25	.	.	PUNCT
ajis02-2541	229	1	in	in	ADP
ajis02-2541	229	2	the	the	DET
ajis02-2541	229	3	case	case	NOUN
ajis02-2541	229	4	of	of	ADP
ajis02-2541	229	5	incremental	incremental	ADJ
ajis02-2541	229	6	-	-	PUNCT
ajis02-2541	229	7	refresh	refresh	NOUN
ajis02-2541	229	8	,	,	PUNCT
ajis02-2541	229	9	new	new	ADJ
ajis02-2541	229	10	transactions	transaction	NOUN
ajis02-2541	229	11	since	since	SCONJ
ajis02-2541	229	12	the	the	DET
ajis02-2541	229	13	last	last	ADJ
ajis02-2541	229	14	incremental	incremental	ADJ
ajis02-2541	229	15	-	-	PUNCT
ajis02-2541	229	16	refresh	refresh	NOUN
ajis02-2541	229	17	,	,	PUNCT
ajis02-2541	229	18	will	will	AUX
ajis02-2541	229	19	get	get	AUX
ajis02-2541	229	20	extracted	extract	VERB
ajis02-2541	229	21	from	from	ADP
ajis02-2541	229	22	the	the	DET
ajis02-2541	229	23	source	source	NOUN
ajis02-2541	229	24	system	system	NOUN
ajis02-2541	229	25	,	,	PUNCT
ajis02-2541	229	26	and	and	CCONJ
ajis02-2541	229	27	loaded	load	VERB
ajis02-2541	229	28	into	into	ADP
ajis02-2541	229	29	the	the	DET
ajis02-2541	229	30	target	target	NOUN
ajis02-2541	229	31	system	system	NOUN
ajis02-2541	229	32	.	.	PUNCT
ajis02-2541	230	1	the	the	DET
ajis02-2541	230	2	incremental	incremental	ADJ
ajis02-2541	230	3	transactions	transaction	NOUN
ajis02-2541	230	4	are	be	AUX
ajis02-2541	230	5	usually	usually	ADV
ajis02-2541	230	6	identified	identify	VERB
ajis02-2541	230	7	through	through	ADP
ajis02-2541	230	8	a	a	DET
ajis02-2541	230	9	timestamp	timestamp	NOUN
ajis02-2541	230	10	field	field	NOUN
ajis02-2541	230	11	in	in	ADP
ajis02-2541	230	12	transactions	transaction	NOUN
ajis02-2541	230	13	.	.	PUNCT
ajis02-2541	231	1	in	in	ADP
ajis02-2541	231	2	the	the	DET
ajis02-2541	231	3	case	case	NOUN
ajis02-2541	231	4	of	of	ADP
ajis02-2541	231	5	full	full	ADJ
ajis02-2541	231	6	-	-	PUNCT
ajis02-2541	231	7	refresh	refresh	NOUN
ajis02-2541	231	8	,	,	PUNCT
ajis02-2541	231	9	the	the	DET
ajis02-2541	231	10	entire	entire	ADJ
ajis02-2541	231	11	target	target	NOUN
ajis02-2541	231	12	data	datum	NOUN
ajis02-2541	231	13	gets	get	AUX
ajis02-2541	231	14	overwritten	overwrite	VERB
ajis02-2541	231	15	by	by	ADP
ajis02-2541	231	16	the	the	DET
ajis02-2541	231	17	source	source	NOUN
ajis02-2541	231	18	data	datum	NOUN
ajis02-2541	231	19	.	.	PUNCT
ajis02-2541	232	1	the	the	DET
ajis02-2541	232	2	following	follow	VERB
ajis02-2541	232	3	quote	quote	INTJ
ajis02-2541	232	4	summarizes	summarize	VERB
ajis02-2541	232	5	how	how	SCONJ
ajis02-2541	232	6	incremental	incremental	ADJ
ajis02-2541	232	7	-	-	PUNCT
ajis02-2541	232	8	refresh	refresh	NOUN
ajis02-2541	232	9	and	and	CCONJ
ajis02-2541	232	10	full	full	ADJ
ajis02-2541	232	11	-	-	PUNCT
ajis02-2541	232	12	refresh	refresh	NOUN
ajis02-2541	232	13	data	datum	NOUN
ajis02-2541	232	14	extraction	extraction	NOUN
ajis02-2541	232	15	procedures	procedure	NOUN
ajis02-2541	232	16	work	work	VERB
ajis02-2541	232	17	:	:	PUNCT
ajis02-2541	232	18	“	"	PUNCT
ajis02-2541	232	19	when	when	SCONJ
ajis02-2541	232	20	you	you	PRON
ajis02-2541	232	21	do	do	VERB
ajis02-2541	232	22	data	data	NOUN
ajis02-2541	232	23	extraction	extraction	NOUN
ajis02-2541	232	24	,	,	PUNCT
ajis02-2541	232	25	and	and	CCONJ
ajis02-2541	232	26	if	if	SCONJ
ajis02-2541	232	27	you	you	PRON
ajis02-2541	232	28	know	know	VERB
ajis02-2541	232	29	that	that	SCONJ
ajis02-2541	232	30	the	the	DET
ajis02-2541	232	31	data	datum	NOUN
ajis02-2541	232	32	(	(	PUNCT
ajis02-2541	232	33	source	source	NOUN
ajis02-2541	232	34	data	data	PROPN
ajis02-2541	232	35	)	)	PUNCT
ajis02-2541	232	36	is	be	AUX
ajis02-2541	232	37	changing	change	VERB
ajis02-2541	232	38	,	,	PUNCT
ajis02-2541	232	39	then	then	ADV
ajis02-2541	232	40	,	,	PUNCT
ajis02-2541	232	41	you	you	PRON
ajis02-2541	232	42	will	will	AUX
ajis02-2541	232	43	have	have	VERB
ajis02-2541	232	44	to	to	PART
ajis02-2541	232	45	set	set	VERB
ajis02-2541	232	46	that	that	PRON
ajis02-2541	232	47	as	as	ADP
ajis02-2541	232	48	a	a	DET
ajis02-2541	232	49	full	full	ADJ
ajis02-2541	232	50	refresh	refresh	NOUN
ajis02-2541	232	51	;	;	PUNCT
ajis02-2541	232	52	if	if	SCONJ
ajis02-2541	232	53	the	the	DET
ajis02-2541	232	54	data	datum	NOUN
ajis02-2541	232	55	does	do	AUX
ajis02-2541	232	56	n’t	not	PART
ajis02-2541	232	57	change	change	VERB
ajis02-2541	232	58	much	much	ADV
ajis02-2541	232	59	,	,	PUNCT
ajis02-2541	232	60	it	it	PRON
ajis02-2541	232	61	has	have	VERB
ajis02-2541	232	62	to	to	PART
ajis02-2541	232	63	be	be	AUX
ajis02-2541	232	64	incremental	incremental	ADJ
ajis02-2541	232	65	refresh	refresh	NOUN
ajis02-2541	232	66	;	;	PUNCT
ajis02-2541	232	67	if	if	SCONJ
ajis02-2541	232	68	i	i	PRON
ajis02-2541	232	69	have	have	VERB
ajis02-2541	232	70	to	to	PART
ajis02-2541	232	71	quote	quote	VERB
ajis02-2541	232	72	example	example	NOUN
ajis02-2541	232	73	from	from	ADP
ajis02-2541	232	74	the	the	DET
ajis02-2541	232	75	credit	credit	NOUN
ajis02-2541	232	76	card	card	NOUN
ajis02-2541	232	77	expense	expense	NOUN
ajis02-2541	232	78	transactions	transaction	NOUN
ajis02-2541	232	79	,	,	PUNCT
ajis02-2541	232	80	the	the	DET
ajis02-2541	232	81	transactions	transaction	NOUN
ajis02-2541	232	82	happen	happen	VERB
ajis02-2541	232	83	on	on	ADP
ajis02-2541	232	84	a	a	DET
ajis02-2541	232	85	daily	daily	ADJ
ajis02-2541	232	86	basis	basis	NOUN
ajis02-2541	232	87	,	,	PUNCT
ajis02-2541	232	88	and	and	CCONJ
ajis02-2541	232	89	no	no	DET
ajis02-2541	232	90	need	need	NOUN
ajis02-2541	232	91	to	to	PART
ajis02-2541	232	92	do	do	AUX
ajis02-2541	232	93	full	full	ADJ
ajis02-2541	232	94	refresh	refresh	NOUN
ajis02-2541	232	95	(	(	PUNCT
ajis02-2541	232	96	on	on	ADP
ajis02-2541	232	97	those	those	DET
ajis02-2541	232	98	daily	daily	ADJ
ajis02-2541	232	99	transactions	transaction	NOUN
ajis02-2541	232	100	)	)	PUNCT
ajis02-2541	232	101	;	;	PUNCT
ajis02-2541	232	102	likewise	likewise	ADV
ajis02-2541	232	103	,	,	PUNCT
ajis02-2541	232	104	your	your	PRON
ajis02-2541	232	105	banking	banking	NOUN
ajis02-2541	232	106	transactions	transaction	NOUN
ajis02-2541	232	107	–	–	PUNCT
ajis02-2541	232	108	no	no	DET
ajis02-2541	232	109	need	need	NOUN
ajis02-2541	232	110	to	to	PART
ajis02-2541	232	111	do	do	AUX
ajis02-2541	232	112	full	full	ADJ
ajis02-2541	232	113	refresh	refresh	NOUN
ajis02-2541	232	114	as	as	ADP
ajis02-2541	232	115	all	all	DET
ajis02-2541	232	116	the	the	DET
ajis02-2541	232	117	transactions	transaction	NOUN
ajis02-2541	232	118	like	like	ADP
ajis02-2541	232	119	deposits	deposit	NOUN
ajis02-2541	232	120	,	,	PUNCT
ajis02-2541	232	121	withdrawals	withdrawal	NOUN
ajis02-2541	232	122	,	,	PUNCT
ajis02-2541	232	123	etc	etc	X
ajis02-2541	232	124	–	–	PUNCT
ajis02-2541	232	125	are	be	AUX
ajis02-2541	232	126	incremental	incremental	ADJ
ajis02-2541	232	127	in	in	ADP
ajis02-2541	232	128	nature	nature	NOUN
ajis02-2541	232	129	;	;	PUNCT
ajis02-2541	232	130	and	and	CCONJ
ajis02-2541	232	131	also	also	ADV
ajis02-2541	232	132	,	,	PUNCT
ajis02-2541	232	133	once	once	SCONJ
ajis02-2541	232	134	you	you	PRON
ajis02-2541	232	135	do	do	VERB
ajis02-2541	232	136	a	a	DET
ajis02-2541	232	137	transaction	transaction	NOUN
ajis02-2541	232	138	you	you	PRON
ajis02-2541	232	139	hardly	hardly	ADV
ajis02-2541	232	140	change	change	VERB
ajis02-2541	232	141	anything	anything	PRON
ajis02-2541	232	142	;	;	PUNCT
ajis02-2541	232	143	maybe	maybe	ADV
ajis02-2541	232	144	there	there	PRON
ajis02-2541	232	145	is	be	VERB
ajis02-2541	232	146	a	a	DET
ajis02-2541	232	147	credit	credit	NOUN
ajis02-2541	232	148	onto	onto	ADP
ajis02-2541	232	149	your	your	PRON
ajis02-2541	232	150	account	account	NOUN
ajis02-2541	232	151	,	,	PUNCT
ajis02-2541	232	152	but	but	CCONJ
ajis02-2541	232	153	that	that	PRON
ajis02-2541	232	154	is	be	AUX
ajis02-2541	232	155	a	a	DET
ajis02-2541	232	156	new	new	ADJ
ajis02-2541	232	157	transaction	transaction	NOUN
ajis02-2541	232	158	–	–	PUNCT
ajis02-2541	232	159	which	which	PRON
ajis02-2541	232	160	can	can	AUX
ajis02-2541	232	161	again	again	ADV
ajis02-2541	232	162	be	be	AUX
ajis02-2541	232	163	incremental	incremental	ADJ
ajis02-2541	232	164	;	;	PUNCT
ajis02-2541	232	165	full	full	ADJ
ajis02-2541	232	166	refreshes	refreshe	NOUN
ajis02-2541	232	167	happen	happen	VERB
ajis02-2541	232	168	when	when	SCONJ
ajis02-2541	232	169	you	you	PRON
ajis02-2541	232	170	set	set	VERB
ajis02-2541	232	171	up	up	ADP
ajis02-2541	232	172	the	the	DET
ajis02-2541	232	173	target	target	NOUN
ajis02-2541	232	174	(	(	PUNCT
ajis02-2541	232	175	data	data	PROPN
ajis02-2541	232	176	)	)	PUNCT
ajis02-2541	232	177	for	for	ADP
ajis02-2541	232	178	the	the	DET
ajis02-2541	232	179	first	first	ADJ
ajis02-2541	232	180	time	time	NOUN
ajis02-2541	232	181	;	;	PUNCT
ajis02-2541	232	182	also	also	ADV
ajis02-2541	232	183	–	–	PUNCT
ajis02-2541	232	184	things	thing	NOUN
ajis02-2541	232	185	like	like	ADP
ajis02-2541	232	186	billing	bill	VERB
ajis02-2541	232	187	for	for	ADP
ajis02-2541	232	188	one	one	NUM
ajis02-2541	232	189	of	of	ADP
ajis02-2541	232	190	your	your	PRON
ajis02-2541	232	191	corporate	corporate	ADJ
ajis02-2541	232	192	clients	client	NOUN
ajis02-2541	232	193	:	:	PUNCT
ajis02-2541	232	194	there	there	ADV
ajis02-2541	232	195	,	,	PUNCT
ajis02-2541	232	196	may	may	AUX
ajis02-2541	232	197	be	be	AUX
ajis02-2541	232	198	billing	bill	VERB
ajis02-2541	232	199	has	have	VERB
ajis02-2541	232	200	to	to	PART
ajis02-2541	232	201	be	be	AUX
ajis02-2541	232	202	done	do	VERB
ajis02-2541	232	203	as	as	ADP
ajis02-2541	232	204	a	a	DET
ajis02-2541	232	205	full	full	ADJ
ajis02-2541	232	206	refresh	refresh	NOUN
ajis02-2541	232	207	on	on	ADP
ajis02-2541	232	208	a	a	DET
ajis02-2541	232	209	periodic	periodic	ADJ
ajis02-2541	232	210	basis	basis	NOUN
ajis02-2541	232	211	–	–	PUNCT
ajis02-2541	232	212	say	say	VERB
ajis02-2541	232	213	3	3	NUM
ajis02-2541	232	214	months	month	NOUN
ajis02-2541	232	215	or	or	CCONJ
ajis02-2541	232	216	6	6	NUM
ajis02-2541	232	217	months	month	NOUN
ajis02-2541	232	218	or	or	CCONJ
ajis02-2541	232	219	even	even	ADV
ajis02-2541	232	220	a	a	DET
ajis02-2541	232	221	year	year	NOUN
ajis02-2541	232	222	;	;	PUNCT
ajis02-2541	232	223	”	"	PUNCT
ajis02-2541	232	224	(	(	PUNCT
ajis02-2541	232	225	a3	a3	NOUN
ajis02-2541	232	226	,	,	PUNCT
ajis02-2541	232	227	data	datum	NOUN
ajis02-2541	232	228	architect	architect	NOUN
ajis02-2541	232	229	)	)	PUNCT
ajis02-2541	232	230	data	datum	NOUN
ajis02-2541	232	231	transformation	transformation	NOUN
ajis02-2541	232	232	is	be	AUX
ajis02-2541	232	233	a	a	DET
ajis02-2541	232	234	process	process	NOUN
ajis02-2541	232	235	through	through	ADP
ajis02-2541	232	236	which	which	PRON
ajis02-2541	232	237	the	the	DET
ajis02-2541	232	238	data	datum	NOUN
ajis02-2541	232	239	extracted	extract	VERB
ajis02-2541	232	240	from	from	ADP
ajis02-2541	232	241	source	source	NOUN
ajis02-2541	232	242	systems	system	NOUN
ajis02-2541	232	243	is	be	AUX
ajis02-2541	232	244	transformed	transform	VERB
ajis02-2541	232	245	to	to	PART
ajis02-2541	232	246	reflect	reflect	VERB
ajis02-2541	232	247	the	the	DET
ajis02-2541	232	248	precise	precise	ADJ
ajis02-2541	232	249	business	business	NOUN
ajis02-2541	232	250	metrics	metric	NOUN
ajis02-2541	232	251	used	use	VERB
ajis02-2541	232	252	for	for	ADP
ajis02-2541	232	253	end	end	NOUN
ajis02-2541	232	254	-	-	PUNCT
ajis02-2541	232	255	user	user	NOUN
ajis02-2541	232	256	analysis	analysis	NOUN
ajis02-2541	232	257	.	.	PUNCT
ajis02-2541	233	1	the	the	DET
ajis02-2541	233	2	data	data	NOUN
ajis02-2541	233	3	transformation	transformation	NOUN
ajis02-2541	233	4	happens	happen	VERB
ajis02-2541	233	5	either	either	CCONJ
ajis02-2541	233	6	at	at	ADP
ajis02-2541	233	7	the	the	DET
ajis02-2541	233	8	source	source	NOUN
ajis02-2541	233	9	system	system	NOUN
ajis02-2541	233	10	or	or	CCONJ
ajis02-2541	233	11	at	at	ADP
ajis02-2541	233	12	the	the	DET
ajis02-2541	233	13	target	target	NOUN
ajis02-2541	233	14	system	system	NOUN
ajis02-2541	233	15	after	after	SCONJ
ajis02-2541	233	16	the	the	DET
ajis02-2541	233	17	load	load	NOUN
ajis02-2541	233	18	to	to	ADP
ajis02-2541	233	19	the	the	DET
ajis02-2541	233	20	staging	staging	NOUN
ajis02-2541	233	21	area	area	NOUN
ajis02-2541	233	22	is	be	AUX
ajis02-2541	233	23	completed	complete	VERB
ajis02-2541	233	24	.	.	PUNCT
ajis02-2541	234	1	for	for	ADP
ajis02-2541	234	2	data	data	NOUN
ajis02-2541	234	3	extraction	extraction	NOUN
ajis02-2541	234	4	and	and	CCONJ
ajis02-2541	234	5	transformation	transformation	NOUN
ajis02-2541	234	6	,	,	PUNCT
ajis02-2541	234	7	one	one	PRON
ajis02-2541	234	8	could	could	AUX
ajis02-2541	234	9	choose	choose	VERB
ajis02-2541	234	10	to	to	PART
ajis02-2541	234	11	transform	transform	VERB
ajis02-2541	234	12	at	at	ADP
ajis02-2541	234	13	the	the	DET
ajis02-2541	234	14	source	source	NOUN
ajis02-2541	234	15	,	,	PUNCT
ajis02-2541	234	16	provided	provide	VERB
ajis02-2541	234	17	the	the	DET
ajis02-2541	234	18	source	source	NOUN
ajis02-2541	234	19	systems	system	NOUN
ajis02-2541	234	20	are	be	AUX
ajis02-2541	234	21	internal	internal	ADJ
ajis02-2541	234	22	to	to	ADP
ajis02-2541	234	23	the	the	DET
ajis02-2541	234	24	firm	firm	NOUN
ajis02-2541	234	25	or	or	CCONJ
ajis02-2541	234	26	available	available	ADJ
ajis02-2541	234	27	within	within	ADP
ajis02-2541	234	28	the	the	DET
ajis02-2541	234	29	firm	firm	NOUN
ajis02-2541	234	30	’s	’s	PART
ajis02-2541	234	31	intranet	intranet	NOUN
ajis02-2541	234	32	.	.	PUNCT
ajis02-2541	235	1	data	datum	NOUN
ajis02-2541	235	2	extracted	extract	VERB
ajis02-2541	235	3	from	from	ADP
ajis02-2541	235	4	sm	sm	NOUN
ajis02-2541	235	5	and	and	CCONJ
ajis02-2541	235	6	external	external	ADJ
ajis02-2541	235	7	sites	site	NOUN
ajis02-2541	235	8	is	be	AUX
ajis02-2541	235	9	brought	bring	VERB
ajis02-2541	235	10	inside	inside	ADP
ajis02-2541	235	11	the	the	DET
ajis02-2541	235	12	firm	firm	NOUN
ajis02-2541	235	13	’s	’s	PART
ajis02-2541	235	14	intranet	intranet	NOUN
ajis02-2541	235	15	,	,	PUNCT
ajis02-2541	235	16	loaded	load	VERB
ajis02-2541	235	17	into	into	ADP
ajis02-2541	235	18	the	the	DET
ajis02-2541	235	19	staging	staging	NOUN
ajis02-2541	235	20	area	area	NOUN
ajis02-2541	235	21	,	,	PUNCT
ajis02-2541	235	22	transformed	transform	VERB
ajis02-2541	235	23	to	to	PART
ajis02-2541	235	24	arrive	arrive	VERB
ajis02-2541	235	25	at	at	ADP
ajis02-2541	235	26	metrics	metric	NOUN
ajis02-2541	235	27	such	such	ADJ
ajis02-2541	235	28	as	as	ADP
ajis02-2541	235	29	sentiment	sentiment	NOUN
ajis02-2541	235	30	scores	score	NOUN
ajis02-2541	235	31	and	and	CCONJ
ajis02-2541	235	32	product	product	NOUN
ajis02-2541	235	33	affinity	affinity	NOUN
ajis02-2541	235	34	scores	score	NOUN
ajis02-2541	235	35	,	,	PUNCT
ajis02-2541	235	36	and	and	CCONJ
ajis02-2541	235	37	loaded	load	VERB
ajis02-2541	235	38	into	into	ADP
ajis02-2541	235	39	a	a	DET
ajis02-2541	235	40	target	target	NOUN
ajis02-2541	235	41	data	datum	NOUN
ajis02-2541	235	42	warehouse	warehouse	NOUN
ajis02-2541	235	43	for	for	ADP
ajis02-2541	235	44	further	further	ADJ
ajis02-2541	235	45	analysis	analysis	NOUN
ajis02-2541	235	46	.	.	PUNCT
ajis02-2541	236	1	australasian	australasian	ADJ
ajis02-2541	236	2	journal	journal	NOUN
ajis02-2541	236	3	of	of	ADP
ajis02-2541	236	4	information	information	NOUN
ajis02-2541	236	5	systems	system	NOUN
ajis02-2541	236	6	balakrishnan	balakrishnan	PROPN
ajis02-2541	236	7	,	,	PUNCT
ajis02-2541	236	8	das	das	PROPN
ajis02-2541	236	9	&	&	CCONJ
ajis02-2541	236	10	chattopadhyay	chattopadhyay	PROPN
ajis02-2541	236	11	2020	2020	NUM
ajis02-2541	236	12	,	,	PUNCT
ajis02-2541	236	13	vol	vol	NOUN
ajis02-2541	236	14	24	24	NUM
ajis02-2541	236	15	,	,	PUNCT
ajis02-2541	236	16	research	research	NOUN
ajis02-2541	236	17	article	article	NOUN
ajis02-2541	236	18	implementing	implement	VERB
ajis02-2541	236	19	data	datum	NOUN
ajis02-2541	236	20	strategy	strategy	NOUN
ajis02-2541	236	21	14	14	NUM
ajis02-2541	236	22	organizations	organization	NOUN
ajis02-2541	236	23	could	could	AUX
ajis02-2541	236	24	implement	implement	VERB
ajis02-2541	236	25	data	data	NOUN
ajis02-2541	236	26	transformation	transformation	NOUN
ajis02-2541	236	27	using	use	VERB
ajis02-2541	236	28	in	in	ADP
ajis02-2541	236	29	-	-	PUNCT
ajis02-2541	236	30	memory	memory	NOUN
ajis02-2541	236	31	techniques	technique	NOUN
ajis02-2541	236	32	that	that	PRON
ajis02-2541	236	33	are	be	AUX
ajis02-2541	236	34	part	part	NOUN
ajis02-2541	236	35	of	of	ADP
ajis02-2541	236	36	new	new	ADJ
ajis02-2541	236	37	data	datum	NOUN
ajis02-2541	236	38	management	management	NOUN
ajis02-2541	236	39	solutions	solution	NOUN
ajis02-2541	236	40	called	call	VERB
ajis02-2541	236	41	newsql	newsql	ADJ
ajis02-2541	236	42	systems	system	NOUN
ajis02-2541	236	43	.	.	PUNCT
ajis02-2541	237	1	newsql	newsql	PROPN
ajis02-2541	237	2	technologies	technology	NOUN
ajis02-2541	237	3	offer	offer	VERB
ajis02-2541	237	4	inmemory	inmemory	ADJ
ajis02-2541	237	5	computing	computing	NOUN
ajis02-2541	237	6	features	feature	NOUN
ajis02-2541	237	7	that	that	PRON
ajis02-2541	237	8	support	support	VERB
ajis02-2541	237	9	real	real	ADJ
ajis02-2541	237	10	-	-	PUNCT
ajis02-2541	237	11	time	time	NOUN
ajis02-2541	237	12	analysis	analysis	NOUN
ajis02-2541	237	13	of	of	ADP
ajis02-2541	237	14	data	datum	NOUN
ajis02-2541	237	15	.	.	PUNCT
ajis02-2541	238	1	in	in	ADP
ajis02-2541	238	2	this	this	DET
ajis02-2541	238	3	case	case	NOUN
ajis02-2541	238	4	,	,	PUNCT
ajis02-2541	238	5	the	the	DET
ajis02-2541	238	6	data	datum	NOUN
ajis02-2541	238	7	that	that	PRON
ajis02-2541	238	8	comes	come	VERB
ajis02-2541	238	9	in	in	ADP
ajis02-2541	238	10	real	real	ADJ
ajis02-2541	238	11	-	-	PUNCT
ajis02-2541	238	12	time	time	NOUN
ajis02-2541	238	13	such	such	ADJ
ajis02-2541	238	14	as	as	ADP
ajis02-2541	238	15	internet	internet	NOUN
ajis02-2541	238	16	-	-	PUNCT
ajis02-2541	238	17	of	of	ADP
ajis02-2541	238	18	-	-	PUNCT
ajis02-2541	238	19	things	thing	NOUN
ajis02-2541	238	20	(	(	PUNCT
ajis02-2541	238	21	iot	iot	NOUN
ajis02-2541	238	22	)	)	PUNCT
ajis02-2541	238	23	sensor	sensor	NOUN
ajis02-2541	238	24	data	datum	NOUN
ajis02-2541	238	25	and	and	CCONJ
ajis02-2541	238	26	real	real	ADJ
ajis02-2541	238	27	-	-	PUNCT
ajis02-2541	238	28	time	time	NOUN
ajis02-2541	238	29	twitter	twitter	NOUN
ajis02-2541	238	30	feeds	feed	NOUN
ajis02-2541	238	31	,	,	PUNCT
ajis02-2541	238	32	could	could	AUX
ajis02-2541	238	33	be	be	AUX
ajis02-2541	238	34	loaded	load	VERB
ajis02-2541	238	35	into	into	ADP
ajis02-2541	238	36	the	the	DET
ajis02-2541	238	37	newsql	newsql	ADJ
ajis02-2541	238	38	database	database	NOUN
ajis02-2541	238	39	,	,	PUNCT
ajis02-2541	238	40	and	and	CCONJ
ajis02-2541	238	41	analysed	analyse	VERB
ajis02-2541	238	42	on	on	ADP
ajis02-2541	238	43	a	a	DET
ajis02-2541	238	44	real	real	ADJ
ajis02-2541	238	45	-	-	PUNCT
ajis02-2541	238	46	time	time	NOUN
ajis02-2541	238	47	basis	basis	NOUN
ajis02-2541	238	48	.	.	PUNCT
ajis02-2541	239	1	the	the	DET
ajis02-2541	239	2	new	new	ADJ
ajis02-2541	239	3	generation	generation	NOUN
ajis02-2541	239	4	analytics	analytic	NOUN
ajis02-2541	239	5	tools	tool	NOUN
ajis02-2541	239	6	such	such	ADJ
ajis02-2541	239	7	as	as	ADP
ajis02-2541	239	8	spotfire	spotfire	NOUN
ajis02-2541	239	9	and	and	CCONJ
ajis02-2541	239	10	tableau	tableau	PROPN
ajis02-2541	239	11	provide	provide	VERB
ajis02-2541	239	12	in	in	ADP
ajis02-2541	239	13	-	-	PUNCT
ajis02-2541	239	14	memory	memory	NOUN
ajis02-2541	239	15	-	-	PUNCT
ajis02-2541	239	16	computing	compute	VERB
ajis02-2541	239	17	features	feature	NOUN
ajis02-2541	239	18	through	through	ADP
ajis02-2541	239	19	which	which	PRON
ajis02-2541	239	20	the	the	DET
ajis02-2541	239	21	entire	entire	ADJ
ajis02-2541	239	22	data	datum	NOUN
ajis02-2541	239	23	used	use	VERB
ajis02-2541	239	24	for	for	ADP
ajis02-2541	239	25	reporting	reporting	NOUN
ajis02-2541	239	26	could	could	AUX
ajis02-2541	239	27	be	be	AUX
ajis02-2541	239	28	cached	cache	VERB
ajis02-2541	239	29	into	into	ADP
ajis02-2541	239	30	the	the	DET
ajis02-2541	239	31	reporting	reporting	NOUN
ajis02-2541	239	32	server	server	NOUN
ajis02-2541	239	33	,	,	PUNCT
ajis02-2541	239	34	and	and	CCONJ
ajis02-2541	239	35	cached	cache	VERB
ajis02-2541	239	36	data	datum	NOUN
ajis02-2541	239	37	in	in	ADP
ajis02-2541	239	38	memory	memory	NOUN
ajis02-2541	239	39	would	would	AUX
ajis02-2541	239	40	expedite	expedite	VERB
ajis02-2541	239	41	information	information	NOUN
ajis02-2541	239	42	delivery	delivery	NOUN
ajis02-2541	239	43	and	and	CCONJ
ajis02-2541	239	44	visualization	visualization	NOUN
ajis02-2541	239	45	.	.	PUNCT
ajis02-2541	240	1	one	one	NUM
ajis02-2541	240	2	of	of	ADP
ajis02-2541	240	3	the	the	DET
ajis02-2541	240	4	subject	subject	NOUN
ajis02-2541	240	5	matter	matter	NOUN
ajis02-2541	240	6	experts	expert	NOUN
ajis02-2541	240	7	has	have	AUX
ajis02-2541	240	8	mentioned	mention	VERB
ajis02-2541	240	9	the	the	DET
ajis02-2541	240	10	following	follow	VERB
ajis02-2541	240	11	while	while	SCONJ
ajis02-2541	240	12	discussing	discuss	VERB
ajis02-2541	240	13	in	in	ADP
ajis02-2541	240	14	-	-	PUNCT
ajis02-2541	240	15	memory	memory	NOUN
ajis02-2541	240	16	computing	computing	NOUN
ajis02-2541	240	17	:	:	PUNCT
ajis02-2541	240	18	“	"	PUNCT
ajis02-2541	240	19	it	it	PRON
ajis02-2541	240	20	(	(	PUNCT
ajis02-2541	240	21	in	in	ADP
ajis02-2541	240	22	-	-	PUNCT
ajis02-2541	240	23	memory	memory	NOUN
ajis02-2541	240	24	analysis	analysis	NOUN
ajis02-2541	240	25	)	)	PUNCT
ajis02-2541	240	26	is	be	AUX
ajis02-2541	240	27	something	something	PRON
ajis02-2541	240	28	that	that	PRON
ajis02-2541	240	29	we	we	PRON
ajis02-2541	240	30	typically	typically	ADV
ajis02-2541	240	31	use	use	VERB
ajis02-2541	240	32	it	it	PRON
ajis02-2541	240	33	for	for	ADP
ajis02-2541	240	34	visualization	visualization	NOUN
ajis02-2541	240	35	;	;	PUNCT
ajis02-2541	240	36	when	when	SCONJ
ajis02-2541	240	37	you	you	PRON
ajis02-2541	240	38	want	want	VERB
ajis02-2541	240	39	to	to	PART
ajis02-2541	240	40	write	write	VERB
ajis02-2541	240	41	a	a	DET
ajis02-2541	240	42	query	query	NOUN
ajis02-2541	240	43	and	and	CCONJ
ajis02-2541	240	44	load	load	VERB
ajis02-2541	240	45	lots	lot	NOUN
ajis02-2541	240	46	of	of	ADP
ajis02-2541	240	47	data	datum	NOUN
ajis02-2541	240	48	;	;	PUNCT
ajis02-2541	240	49	it	it	PRON
ajis02-2541	240	50	is	be	AUX
ajis02-2541	240	51	supposed	suppose	VERB
ajis02-2541	240	52	to	to	PART
ajis02-2541	240	53	be	be	AUX
ajis02-2541	240	54	available	available	ADJ
ajis02-2541	240	55	for	for	ADP
ajis02-2541	240	56	visualization	visualization	NOUN
ajis02-2541	240	57	very	very	ADV
ajis02-2541	240	58	quickly	quickly	ADV
ajis02-2541	240	59	–	–	PUNCT
ajis02-2541	240	60	then	then	ADV
ajis02-2541	240	61	you	you	PRON
ajis02-2541	240	62	can	can	AUX
ajis02-2541	240	63	use	use	VERB
ajis02-2541	240	64	in	in	ADP
ajis02-2541	240	65	-	-	PUNCT
ajis02-2541	240	66	memory	memory	NOUN
ajis02-2541	240	67	;	;	PUNCT
ajis02-2541	240	68	…	…	PUNCT
ajis02-2541	240	69	in	in	ADP
ajis02-2541	240	70	-	-	PUNCT
ajis02-2541	240	71	memory	memory	NOUN
ajis02-2541	240	72	computing	computing	NOUN
ajis02-2541	240	73	will	will	AUX
ajis02-2541	240	74	be	be	AUX
ajis02-2541	240	75	beneficial	beneficial	ADJ
ajis02-2541	240	76	for	for	ADP
ajis02-2541	240	77	sporting	sporting	NOUN
ajis02-2541	240	78	,	,	PUNCT
ajis02-2541	240	79	casino	casino	NOUN
ajis02-2541	240	80	kind	kind	NOUN
ajis02-2541	240	81	of	of	ADP
ajis02-2541	240	82	businesses	business	NOUN
ajis02-2541	240	83	where	where	SCONJ
ajis02-2541	240	84	the	the	DET
ajis02-2541	240	85	update	update	NOUN
ajis02-2541	240	86	should	should	AUX
ajis02-2541	240	87	be	be	AUX
ajis02-2541	240	88	in	in	ADP
ajis02-2541	240	89	seconds	second	NOUN
ajis02-2541	240	90	and	and	CCONJ
ajis02-2541	240	91	decisions	decision	NOUN
ajis02-2541	240	92	should	should	AUX
ajis02-2541	240	93	be	be	AUX
ajis02-2541	240	94	taken	take	VERB
ajis02-2541	240	95	in	in	ADP
ajis02-2541	240	96	seconds	second	NOUN
ajis02-2541	240	97	.	.	PUNCT
ajis02-2541	240	98	”	"	PUNCT
ajis02-2541	241	1	(	(	PUNCT
ajis02-2541	241	2	a1	a1	NOUN
ajis02-2541	241	3	,	,	PUNCT
ajis02-2541	241	4	senior	senior	ADJ
ajis02-2541	241	5	data	data	NOUN
ajis02-2541	241	6	architect	architect	NOUN
ajis02-2541	241	7	)	)	PUNCT
ajis02-2541	241	8	organizations	organization	NOUN
ajis02-2541	241	9	store	store	NOUN
ajis02-2541	241	10	business	business	NOUN
ajis02-2541	241	11	metrics	metric	NOUN
ajis02-2541	241	12	and	and	CCONJ
ajis02-2541	241	13	kpi	kpi	ADJ
ajis02-2541	241	14	data	datum	NOUN
ajis02-2541	241	15	in	in	ADP
ajis02-2541	241	16	a	a	DET
ajis02-2541	241	17	data	data	NOUN
ajis02-2541	241	18	warehouse	warehouse	NOUN
ajis02-2541	241	19	that	that	PRON
ajis02-2541	241	20	is	be	AUX
ajis02-2541	241	21	usually	usually	ADV
ajis02-2541	241	22	represented	represent	VERB
ajis02-2541	241	23	by	by	ADP
ajis02-2541	241	24	a	a	DET
ajis02-2541	241	25	star	star	NOUN
ajis02-2541	241	26	-	-	PUNCT
ajis02-2541	241	27	schema	schema	NOUN
ajis02-2541	241	28	wherein	wherein	SCONJ
ajis02-2541	241	29	the	the	DET
ajis02-2541	241	30	business	business	NOUN
ajis02-2541	241	31	-	-	PUNCT
ajis02-2541	241	32	relevant	relevant	ADJ
ajis02-2541	241	33	kpi	kpi	NOUN
ajis02-2541	241	34	are	be	AUX
ajis02-2541	241	35	stored	store	VERB
ajis02-2541	241	36	in	in	ADP
ajis02-2541	241	37	one	one	NUM
ajis02-2541	241	38	or	or	CCONJ
ajis02-2541	241	39	more	more	ADJ
ajis02-2541	241	40	fact	fact	NOUN
ajis02-2541	241	41	tables	table	NOUN
ajis02-2541	241	42	(	(	PUNCT
ajis02-2541	241	43	or	or	CCONJ
ajis02-2541	241	44	a	a	DET
ajis02-2541	241	45	data	data	NOUN
ajis02-2541	241	46	store	store	NOUN
ajis02-2541	241	47	)	)	PUNCT
ajis02-2541	241	48	,	,	PUNCT
ajis02-2541	241	49	and	and	CCONJ
ajis02-2541	241	50	all	all	DET
ajis02-2541	241	51	reporting	reporting	NOUN
ajis02-2541	241	52	entities	entity	NOUN
ajis02-2541	241	53	are	be	AUX
ajis02-2541	241	54	stored	store	VERB
ajis02-2541	241	55	as	as	ADP
ajis02-2541	241	56	dimensions	dimension	NOUN
ajis02-2541	241	57	.	.	PUNCT
ajis02-2541	242	1	for	for	ADP
ajis02-2541	242	2	an	an	DET
ajis02-2541	242	3	organization	organization	NOUN
ajis02-2541	242	4	,	,	PUNCT
ajis02-2541	242	5	there	there	PRON
ajis02-2541	242	6	would	would	AUX
ajis02-2541	242	7	be	be	AUX
ajis02-2541	242	8	an	an	DET
ajis02-2541	242	9	enterprise	enterprise	NOUN
ajis02-2541	242	10	-	-	PUNCT
ajis02-2541	242	11	wide	wide	ADJ
ajis02-2541	242	12	data	datum	NOUN
ajis02-2541	242	13	warehouse	warehouse	NOUN
ajis02-2541	242	14	(	(	PUNCT
ajis02-2541	242	15	edw	edw	PROPN
ajis02-2541	242	16	)	)	PUNCT
ajis02-2541	242	17	that	that	PRON
ajis02-2541	242	18	hosts	host	VERB
ajis02-2541	242	19	business	business	NOUN
ajis02-2541	242	20	metrics	metric	NOUN
ajis02-2541	242	21	relevant	relevant	ADJ
ajis02-2541	242	22	for	for	ADP
ajis02-2541	242	23	all	all	DET
ajis02-2541	242	24	functional	functional	ADJ
ajis02-2541	242	25	teams	team	NOUN
ajis02-2541	242	26	within	within	ADP
ajis02-2541	242	27	the	the	DET
ajis02-2541	242	28	organization	organization	NOUN
ajis02-2541	242	29	.	.	PUNCT
ajis02-2541	243	1	in	in	ADP
ajis02-2541	243	2	addition	addition	NOUN
ajis02-2541	243	3	to	to	ADP
ajis02-2541	243	4	this	this	DET
ajis02-2541	243	5	edw	edw	NOUN
ajis02-2541	243	6	,	,	PUNCT
ajis02-2541	243	7	there	there	PRON
ajis02-2541	243	8	would	would	AUX
ajis02-2541	243	9	be	be	AUX
ajis02-2541	243	10	many	many	ADJ
ajis02-2541	243	11	subject	subject	ADJ
ajis02-2541	243	12	-	-	PUNCT
ajis02-2541	243	13	area	area	NOUN
ajis02-2541	243	14	data	datum	NOUN
ajis02-2541	243	15	warehouses	warehouse	VERB
ajis02-2541	243	16	one	one	NUM
ajis02-2541	243	17	for	for	ADP
ajis02-2541	243	18	each	each	DET
ajis02-2541	243	19	functional	functional	ADJ
ajis02-2541	243	20	unit	unit	NOUN
ajis02-2541	243	21	within	within	ADP
ajis02-2541	243	22	the	the	DET
ajis02-2541	243	23	organization	organization	NOUN
ajis02-2541	243	24	.	.	PUNCT
ajis02-2541	244	1	these	these	DET
ajis02-2541	244	2	subject	subject	ADJ
ajis02-2541	244	3	-	-	PUNCT
ajis02-2541	244	4	area	area	NOUN
ajis02-2541	244	5	data	datum	NOUN
ajis02-2541	244	6	warehouses	warehouse	NOUN
ajis02-2541	244	7	are	be	AUX
ajis02-2541	244	8	otherwise	otherwise	ADV
ajis02-2541	244	9	known	know	VERB
ajis02-2541	244	10	as	as	ADP
ajis02-2541	244	11	data	data	NOUN
ajis02-2541	244	12	-	-	PUNCT
ajis02-2541	244	13	marts	marts	NOUN
ajis02-2541	244	14	.	.	PUNCT
ajis02-2541	245	1	the	the	DET
ajis02-2541	245	2	data	data	NOUN
ajis02-2541	245	3	-	-	PUNCT
ajis02-2541	245	4	marts	marts	PROPN
ajis02-2541	245	5	are	be	AUX
ajis02-2541	245	6	built	build	VERB
ajis02-2541	245	7	by	by	ADP
ajis02-2541	245	8	extracting	extract	VERB
ajis02-2541	245	9	subject	subject	ADJ
ajis02-2541	245	10	-	-	PUNCT
ajis02-2541	245	11	specific	specific	ADJ
ajis02-2541	245	12	data	datum	NOUN
ajis02-2541	245	13	from	from	ADP
ajis02-2541	245	14	edw	edw	PROPN
ajis02-2541	245	15	,	,	PUNCT
ajis02-2541	245	16	or	or	CCONJ
ajis02-2541	245	17	in	in	ADP
ajis02-2541	245	18	some	some	DET
ajis02-2541	245	19	cases	case	NOUN
ajis02-2541	245	20	,	,	PUNCT
ajis02-2541	245	21	an	an	DET
ajis02-2541	245	22	organization	organization	NOUN
ajis02-2541	245	23	could	could	AUX
ajis02-2541	245	24	build	build	VERB
ajis02-2541	245	25	edw	edw	PROPN
ajis02-2541	245	26	from	from	ADP
ajis02-2541	245	27	the	the	DET
ajis02-2541	245	28	underlying	underlie	VERB
ajis02-2541	245	29	subject	subject	ADJ
ajis02-2541	245	30	-	-	PUNCT
ajis02-2541	245	31	specific	specific	ADJ
ajis02-2541	245	32	data	datum	NOUN
ajis02-2541	245	33	-	-	PUNCT
ajis02-2541	245	34	marts	marts	NOUN
ajis02-2541	245	35	.	.	PUNCT
ajis02-2541	246	1	a1	a1	NOUN
ajis02-2541	246	2	has	have	AUX
ajis02-2541	246	3	suggested	suggest	VERB
ajis02-2541	246	4	,	,	PUNCT
ajis02-2541	246	5	“	"	PUNCT
ajis02-2541	246	6	the	the	DET
ajis02-2541	246	7	other	other	ADJ
ajis02-2541	246	8	important	important	ADJ
ajis02-2541	246	9	thing	thing	NOUN
ajis02-2541	246	10	is	be	AUX
ajis02-2541	246	11	for	for	SCONJ
ajis02-2541	246	12	all	all	DET
ajis02-2541	246	13	data	datum	NOUN
ajis02-2541	246	14	warehouses	warehouse	NOUN
ajis02-2541	246	15	to	to	PART
ajis02-2541	246	16	have	have	VERB
ajis02-2541	246	17	subject	subject	ADJ
ajis02-2541	246	18	areas	area	NOUN
ajis02-2541	246	19	(	(	PUNCT
ajis02-2541	246	20	on	on	ADP
ajis02-2541	246	21	their	their	PRON
ajis02-2541	246	22	own	own	ADJ
ajis02-2541	246	23	)	)	PUNCT
ajis02-2541	246	24	;	;	PUNCT
ajis02-2541	246	25	it	it	PRON
ajis02-2541	246	26	would	would	AUX
ajis02-2541	246	27	help	help	VERB
ajis02-2541	246	28	in	in	ADP
ajis02-2541	246	29	semantic	semantic	ADJ
ajis02-2541	246	30	analysis	analysis	NOUN
ajis02-2541	246	31	;	;	PUNCT
ajis02-2541	246	32	you	you	PRON
ajis02-2541	246	33	put	put	VERB
ajis02-2541	246	34	customer	customer	NOUN
ajis02-2541	246	35	data	datum	NOUN
ajis02-2541	246	36	into	into	ADP
ajis02-2541	246	37	‘	'	PUNCT
ajis02-2541	246	38	customers	customer	NOUN
ajis02-2541	246	39	’	'	PUNCT
ajis02-2541	246	40	store	store	NOUN
ajis02-2541	246	41	,	,	PUNCT
ajis02-2541	246	42	sales	sale	NOUN
ajis02-2541	246	43	into	into	ADP
ajis02-2541	246	44	a	a	DET
ajis02-2541	246	45	separate	separate	ADJ
ajis02-2541	246	46	store	store	NOUN
ajis02-2541	246	47	;	;	PUNCT
ajis02-2541	246	48	you	you	PRON
ajis02-2541	246	49	can	can	AUX
ajis02-2541	246	50	put	put	VERB
ajis02-2541	246	51	that	that	PRON
ajis02-2541	246	52	into	into	ADP
ajis02-2541	246	53	(	(	PUNCT
ajis02-2541	246	54	create	create	VERB
ajis02-2541	246	55	)	)	PUNCT
ajis02-2541	246	56	order	order	NOUN
ajis02-2541	246	57	,	,	PUNCT
ajis02-2541	246	58	inventory	inventory	NOUN
ajis02-2541	246	59	;	;	PUNCT
ajis02-2541	246	60	likewise	likewise	ADV
ajis02-2541	246	61	,	,	PUNCT
ajis02-2541	246	62	you	you	PRON
ajis02-2541	246	63	can	can	AUX
ajis02-2541	246	64	create	create	VERB
ajis02-2541	246	65	subject	subject	ADJ
ajis02-2541	246	66	areas	area	NOUN
ajis02-2541	246	67	,	,	PUNCT
ajis02-2541	246	68	and	and	CCONJ
ajis02-2541	246	69	keep	keep	VERB
ajis02-2541	246	70	the	the	DET
ajis02-2541	246	71	data	datum	NOUN
ajis02-2541	246	72	into	into	ADP
ajis02-2541	246	73	different	different	ADJ
ajis02-2541	246	74	subject	subject	ADJ
ajis02-2541	246	75	areas	area	NOUN
ajis02-2541	246	76	;	;	PUNCT
ajis02-2541	246	77	anybody	anybody	PRON
ajis02-2541	246	78	who	who	PRON
ajis02-2541	246	79	want	want	VERB
ajis02-2541	246	80	to	to	PART
ajis02-2541	246	81	do	do	VERB
ajis02-2541	246	82	customer	customer	NOUN
ajis02-2541	246	83	analysis	analysis	NOUN
ajis02-2541	246	84	can	can	AUX
ajis02-2541	246	85	easily	easily	ADV
ajis02-2541	246	86	do	do	VERB
ajis02-2541	246	87	it	it	PRON
ajis02-2541	246	88	from	from	ADP
ajis02-2541	246	89	the	the	DET
ajis02-2541	246	90	subject	subject	ADJ
ajis02-2541	246	91	-	-	PUNCT
ajis02-2541	246	92	area	area	NOUN
ajis02-2541	246	93	data	data	NOUN
ajis02-2541	246	94	-	-	PUNCT
ajis02-2541	246	95	mart	mart	PROPN
ajis02-2541	246	96	(	(	PUNCT
ajis02-2541	246	97	data	datum	NOUN
ajis02-2541	246	98	base	base	NOUN
ajis02-2541	246	99	)	)	PUNCT
ajis02-2541	246	100	;	;	PUNCT
ajis02-2541	246	101	it	it	PRON
ajis02-2541	246	102	is	be	AUX
ajis02-2541	246	103	always	always	ADV
ajis02-2541	246	104	better	well	ADJ
ajis02-2541	246	105	to	to	PART
ajis02-2541	246	106	persist	persist	VERB
ajis02-2541	246	107	in	in	ADP
ajis02-2541	246	108	subject	subject	ADJ
ajis02-2541	246	109	-	-	PUNCT
ajis02-2541	246	110	matter	matter	NOUN
ajis02-2541	246	111	data	datum	NOUN
ajis02-2541	246	112	store	store	NOUN
ajis02-2541	246	113	and	and	CCONJ
ajis02-2541	246	114	do	do	VERB
ajis02-2541	246	115	further	further	ADJ
ajis02-2541	246	116	analysis	analysis	NOUN
ajis02-2541	246	117	;	;	PUNCT
ajis02-2541	246	118	“	"	PUNCT
ajis02-2541	246	119	(	(	PUNCT
ajis02-2541	246	120	a1	a1	NOUN
ajis02-2541	246	121	,	,	PUNCT
ajis02-2541	246	122	senior	senior	ADJ
ajis02-2541	246	123	data	data	NOUN
ajis02-2541	246	124	architect	architect	NOUN
ajis02-2541	246	125	)	)	PUNCT
ajis02-2541	246	126	data	datum	NOUN
ajis02-2541	246	127	transformation	transformation	NOUN
ajis02-2541	246	128	process	process	NOUN
ajis02-2541	246	129	is	be	AUX
ajis02-2541	246	130	preceded	precede	VERB
ajis02-2541	246	131	with	with	ADP
ajis02-2541	246	132	the	the	DET
ajis02-2541	246	133	pre	pre	ADJ
ajis02-2541	246	134	-	-	ADJ
ajis02-2541	246	135	processing	processing	ADJ
ajis02-2541	246	136	phase	phase	NOUN
ajis02-2541	246	137	during	during	ADP
ajis02-2541	246	138	which	which	PRON
ajis02-2541	246	139	data	datum	NOUN
ajis02-2541	246	140	from	from	ADP
ajis02-2541	246	141	disparate	disparate	ADJ
ajis02-2541	246	142	systems	system	NOUN
ajis02-2541	246	143	get	get	AUX
ajis02-2541	246	144	cleansed	cleanse	VERB
ajis02-2541	246	145	,	,	PUNCT
ajis02-2541	246	146	validated	validate	VERB
ajis02-2541	246	147	and	and	CCONJ
ajis02-2541	246	148	modelled	model	VERB
ajis02-2541	246	149	to	to	PART
ajis02-2541	246	150	support	support	VERB
ajis02-2541	246	151	transforming	transform	VERB
ajis02-2541	246	152	and	and	CCONJ
ajis02-2541	246	153	loading	load	VERB
ajis02-2541	246	154	the	the	DET
ajis02-2541	246	155	data	datum	NOUN
ajis02-2541	246	156	into	into	ADP
ajis02-2541	246	157	target	target	NOUN
ajis02-2541	246	158	database	database	NOUN
ajis02-2541	246	159	.	.	PUNCT
ajis02-2541	247	1	the	the	DET
ajis02-2541	247	2	processes	process	NOUN
ajis02-2541	247	3	of	of	ADP
ajis02-2541	247	4	extracting	extract	VERB
ajis02-2541	247	5	data	datum	NOUN
ajis02-2541	247	6	from	from	ADP
ajis02-2541	247	7	source	source	NOUN
ajis02-2541	247	8	systems	system	NOUN
ajis02-2541	247	9	,	,	PUNCT
ajis02-2541	247	10	transforming	transform	VERB
ajis02-2541	247	11	data	datum	NOUN
ajis02-2541	247	12	,	,	PUNCT
ajis02-2541	247	13	and	and	CCONJ
ajis02-2541	247	14	loading	load	VERB
ajis02-2541	247	15	necessary	necessary	ADJ
ajis02-2541	247	16	business	business	NOUN
ajis02-2541	247	17	-	-	PUNCT
ajis02-2541	247	18	relevant	relevant	ADJ
ajis02-2541	247	19	metrics	metric	NOUN
ajis02-2541	247	20	into	into	ADP
ajis02-2541	247	21	edw	edw	PROPN
ajis02-2541	247	22	are	be	AUX
ajis02-2541	247	23	portrayed	portray	VERB
ajis02-2541	247	24	in	in	ADP
ajis02-2541	247	25	fig.2	fig.2	PROPN
ajis02-2541	247	26	.	.	PUNCT
ajis02-2541	248	1	australasian	australasian	ADJ
ajis02-2541	248	2	journal	journal	NOUN
ajis02-2541	248	3	of	of	ADP
ajis02-2541	248	4	information	information	NOUN
ajis02-2541	248	5	systems	system	NOUN
ajis02-2541	248	6	balakrishnan	balakrishnan	PROPN
ajis02-2541	248	7	,	,	PUNCT
ajis02-2541	248	8	das	das	PROPN
ajis02-2541	248	9	&	&	CCONJ
ajis02-2541	248	10	chattopadhyay	chattopadhyay	PROPN
ajis02-2541	248	11	2020	2020	NUM
ajis02-2541	248	12	,	,	PUNCT
ajis02-2541	248	13	vol	vol	NOUN
ajis02-2541	248	14	24	24	NUM
ajis02-2541	248	15	,	,	PUNCT
ajis02-2541	248	16	research	research	NOUN
ajis02-2541	248	17	article	article	NOUN
ajis02-2541	248	18	implementing	implement	VERB
ajis02-2541	248	19	data	datum	NOUN
ajis02-2541	248	20	strategy	strategy	NOUN
ajis02-2541	248	21	15	15	NUM
ajis02-2541	248	22	fig.2	fig.2	PROPN
ajis02-2541	248	23	edw	edw	PROPN
ajis02-2541	248	24	built	build	VERB
ajis02-2541	248	25	using	use	VERB
ajis02-2541	248	26	etl	etl	NOUN
ajis02-2541	248	27	and	and	CCONJ
ajis02-2541	248	28	elt	elt	NOUN
ajis02-2541	248	29	processes	process	NOUN
ajis02-2541	248	30	the	the	DET
ajis02-2541	248	31	findings	finding	NOUN
ajis02-2541	248	32	from	from	ADP
ajis02-2541	248	33	this	this	DET
ajis02-2541	248	34	study	study	NOUN
ajis02-2541	248	35	are	be	AUX
ajis02-2541	248	36	in	in	ADP
ajis02-2541	248	37	line	line	NOUN
ajis02-2541	248	38	with	with	ADP
ajis02-2541	248	39	inferences	inference	NOUN
ajis02-2541	248	40	on	on	ADP
ajis02-2541	248	41	big	big	ADJ
ajis02-2541	248	42	data	datum	NOUN
ajis02-2541	248	43	extraction	extraction	NOUN
ajis02-2541	248	44	methods	method	NOUN
ajis02-2541	248	45	identified	identify	VERB
ajis02-2541	248	46	by	by	ADP
ajis02-2541	248	47	paakkonen	paakkonen	PROPN
ajis02-2541	248	48	and	and	CCONJ
ajis02-2541	248	49	pakkala	pakkala	NOUN
ajis02-2541	248	50	(	(	PUNCT
ajis02-2541	248	51	2015	2015	NUM
ajis02-2541	248	52	)	)	PUNCT
ajis02-2541	248	53	.	.	PUNCT
ajis02-2541	249	1	in	in	ADP
ajis02-2541	249	2	addition	addition	NOUN
ajis02-2541	249	3	,	,	PUNCT
ajis02-2541	249	4	this	this	DET
ajis02-2541	249	5	study	study	NOUN
ajis02-2541	249	6	provides	provide	VERB
ajis02-2541	249	7	inferences	inference	NOUN
ajis02-2541	249	8	on	on	ADP
ajis02-2541	249	9	extraction	extraction	NOUN
ajis02-2541	249	10	options	option	NOUN
ajis02-2541	249	11	for	for	ADP
ajis02-2541	249	12	both	both	CCONJ
ajis02-2541	249	13	internal	internal	ADJ
ajis02-2541	249	14	and	and	CCONJ
ajis02-2541	249	15	external	external	ADJ
ajis02-2541	249	16	systems	system	NOUN
ajis02-2541	249	17	,	,	PUNCT
ajis02-2541	249	18	and	and	CCONJ
ajis02-2541	249	19	outlines	outline	VERB
ajis02-2541	249	20	the	the	DET
ajis02-2541	249	21	need	need	NOUN
ajis02-2541	249	22	for	for	ADP
ajis02-2541	249	23	datastaging	datastage	VERB
ajis02-2541	249	24	to	to	PART
ajis02-2541	249	25	handle	handle	VERB
ajis02-2541	249	26	data	datum	NOUN
ajis02-2541	249	27	from	from	ADP
ajis02-2541	249	28	external	external	ADJ
ajis02-2541	249	29	systems	system	NOUN
ajis02-2541	249	30	.	.	PUNCT
ajis02-2541	250	1	4.3	4.3	NUM
ajis02-2541	250	2	data	datum	NOUN
ajis02-2541	250	3	lakes	lake	NOUN
ajis02-2541	250	4	and	and	CCONJ
ajis02-2541	250	5	dataspaces	dataspace	NOUN
ajis02-2541	250	6	data	datum	NOUN
ajis02-2541	250	7	lakes	lake	NOUN
ajis02-2541	250	8	enable	enable	VERB
ajis02-2541	250	9	large	large	ADJ
ajis02-2541	250	10	-	-	PUNCT
ajis02-2541	250	11	scale	scale	NOUN
ajis02-2541	250	12	data	datum	NOUN
ajis02-2541	250	13	storage	storage	NOUN
ajis02-2541	250	14	at	at	ADP
ajis02-2541	250	15	a	a	DET
ajis02-2541	250	16	relatively	relatively	ADV
ajis02-2541	250	17	low	low	ADJ
ajis02-2541	250	18	cost	cost	NOUN
ajis02-2541	250	19	.	.	PUNCT
ajis02-2541	251	1	it	it	PRON
ajis02-2541	251	2	is	be	AUX
ajis02-2541	251	3	cheap	cheap	ADJ
ajis02-2541	251	4	and	and	CCONJ
ajis02-2541	251	5	persistent	persistent	ADJ
ajis02-2541	251	6	storage	storage	NOUN
ajis02-2541	251	7	that	that	PRON
ajis02-2541	251	8	can	can	AUX
ajis02-2541	251	9	support	support	VERB
ajis02-2541	251	10	huge	huge	ADJ
ajis02-2541	251	11	volumes	volume	NOUN
ajis02-2541	251	12	of	of	ADP
ajis02-2541	251	13	data	datum	NOUN
ajis02-2541	251	14	(	(	PUNCT
ajis02-2541	251	15	t.	t.	PROPN
ajis02-2541	251	16	davenport	davenport	PROPN
ajis02-2541	251	17	&	&	CCONJ
ajis02-2541	251	18	verma	verma	PROPN
ajis02-2541	251	19	,	,	PUNCT
ajis02-2541	251	20	2018	2018	NUM
ajis02-2541	251	21	)	)	PUNCT
ajis02-2541	251	22	.	.	PUNCT
ajis02-2541	252	1	the	the	DET
ajis02-2541	252	2	data	datum	NOUN
ajis02-2541	252	3	stewards	steward	NOUN
ajis02-2541	252	4	have	have	VERB
ajis02-2541	252	5	to	to	PART
ajis02-2541	252	6	identify	identify	VERB
ajis02-2541	252	7	all	all	DET
ajis02-2541	252	8	possible	possible	ADJ
ajis02-2541	252	9	sources	source	NOUN
ajis02-2541	252	10	from	from	ADP
ajis02-2541	252	11	where	where	SCONJ
ajis02-2541	252	12	the	the	DET
ajis02-2541	252	13	data	datum	NOUN
ajis02-2541	252	14	has	have	AUX
ajis02-2541	252	15	to	to	PART
ajis02-2541	252	16	be	be	AUX
ajis02-2541	252	17	brought	bring	VERB
ajis02-2541	252	18	into	into	ADP
ajis02-2541	252	19	the	the	DET
ajis02-2541	252	20	enterprise	enterprise	NOUN
ajis02-2541	252	21	data	datum	NOUN
ajis02-2541	252	22	lake	lake	NOUN
ajis02-2541	252	23	.	.	PUNCT
ajis02-2541	253	1	once	once	SCONJ
ajis02-2541	253	2	the	the	DET
ajis02-2541	253	3	causes	cause	NOUN
ajis02-2541	253	4	are	be	AUX
ajis02-2541	253	5	identified	identify	VERB
ajis02-2541	253	6	,	,	PUNCT
ajis02-2541	253	7	the	the	DET
ajis02-2541	253	8	architects	architect	NOUN
ajis02-2541	253	9	have	have	VERB
ajis02-2541	253	10	to	to	PART
ajis02-2541	253	11	identify	identify	VERB
ajis02-2541	253	12	the	the	DET
ajis02-2541	253	13	right	right	ADJ
ajis02-2541	253	14	means	mean	NOUN
ajis02-2541	253	15	to	to	PART
ajis02-2541	253	16	get	get	VERB
ajis02-2541	253	17	the	the	DET
ajis02-2541	253	18	incremental	incremental	ADJ
ajis02-2541	253	19	and	and	CCONJ
ajis02-2541	253	20	full	full	ADJ
ajis02-2541	253	21	dump	dump	NOUN
ajis02-2541	253	22	of	of	ADP
ajis02-2541	253	23	data	datum	NOUN
ajis02-2541	253	24	from	from	ADP
ajis02-2541	253	25	the	the	DET
ajis02-2541	253	26	source	source	NOUN
ajis02-2541	253	27	,	,	PUNCT
ajis02-2541	253	28	and	and	CCONJ
ajis02-2541	253	29	these	these	DET
ajis02-2541	253	30	mechanisms	mechanism	NOUN
ajis02-2541	253	31	would	would	AUX
ajis02-2541	253	32	include	include	VERB
ajis02-2541	253	33	techniques	technique	NOUN
ajis02-2541	253	34	such	such	ADJ
ajis02-2541	253	35	as	as	ADP
ajis02-2541	253	36	writing	write	VERB
ajis02-2541	253	37	a	a	DET
ajis02-2541	253	38	crawler	crawler	NOUN
ajis02-2541	253	39	job	job	NOUN
ajis02-2541	253	40	,	,	PUNCT
ajis02-2541	253	41	developing	develop	VERB
ajis02-2541	253	42	a	a	DET
ajis02-2541	253	43	program	program	NOUN
ajis02-2541	253	44	to	to	PART
ajis02-2541	253	45	call	call	VERB
ajis02-2541	253	46	api	api	NOUN
ajis02-2541	253	47	function	function	NOUN
ajis02-2541	253	48	to	to	PART
ajis02-2541	253	49	get	get	VERB
ajis02-2541	253	50	data	datum	NOUN
ajis02-2541	253	51	,	,	PUNCT
ajis02-2541	253	52	configuring	configure	VERB
ajis02-2541	253	53	an	an	DET
ajis02-2541	253	54	elt	elt	NOUN
ajis02-2541	253	55	tool	tool	NOUN
ajis02-2541	253	56	to	to	PART
ajis02-2541	253	57	extract	extract	VERB
ajis02-2541	253	58	data	datum	NOUN
ajis02-2541	253	59	,	,	PUNCT
ajis02-2541	253	60	and	and	CCONJ
ajis02-2541	253	61	using	use	VERB
ajis02-2541	253	62	vendor	vendor	NOUN
ajis02-2541	253	63	(	(	PUNCT
ajis02-2541	253	64	source	source	NOUN
ajis02-2541	253	65	)	)	PUNCT
ajis02-2541	253	66	provided	provide	VERB
ajis02-2541	253	67	adapters	adapter	NOUN
ajis02-2541	253	68	or	or	CCONJ
ajis02-2541	253	69	scripts	script	NOUN
ajis02-2541	253	70	.	.	PUNCT
ajis02-2541	254	1	the	the	DET
ajis02-2541	254	2	architects	architect	NOUN
ajis02-2541	254	3	have	have	VERB
ajis02-2541	254	4	to	to	PART
ajis02-2541	254	5	define	define	VERB
ajis02-2541	254	6	an	an	DET
ajis02-2541	254	7	integrated	integrate	VERB
ajis02-2541	254	8	semantic	semantic	ADJ
ajis02-2541	254	9	layer	layer	NOUN
ajis02-2541	254	10	as	as	SCONJ
ajis02-2541	254	11	mentioned	mention	VERB
ajis02-2541	254	12	by	by	ADP
ajis02-2541	254	13	a2	a2	PROPN
ajis02-2541	254	14	,	,	PUNCT
ajis02-2541	254	15	“	"	PUNCT
ajis02-2541	254	16	to	to	PART
ajis02-2541	254	17	give	give	VERB
ajis02-2541	254	18	a	a	DET
ajis02-2541	254	19	specific	specific	ADJ
ajis02-2541	254	20	example	example	NOUN
ajis02-2541	254	21	–	–	PUNCT
ajis02-2541	254	22	assume	assume	VERB
ajis02-2541	254	23	you	you	PRON
ajis02-2541	254	24	are	be	AUX
ajis02-2541	254	25	getting	get	VERB
ajis02-2541	254	26	social	social	ADJ
ajis02-2541	254	27	media	medium	NOUN
ajis02-2541	254	28	comments	comment	NOUN
ajis02-2541	254	29	on	on	ADP
ajis02-2541	254	30	your	your	PRON
ajis02-2541	254	31	product	product	NOUN
ajis02-2541	254	32	,	,	PUNCT
ajis02-2541	254	33	service	service	NOUN
ajis02-2541	254	34	quality	quality	NOUN
ajis02-2541	254	35	and	and	CCONJ
ajis02-2541	254	36	product	product	NOUN
ajis02-2541	254	37	ideation	ideation	NOUN
ajis02-2541	254	38	;	;	PUNCT
ajis02-2541	254	39	these	these	PRON
ajis02-2541	254	40	are	be	AUX
ajis02-2541	254	41	three	three	NUM
ajis02-2541	254	42	different	different	ADJ
ajis02-2541	254	43	things	thing	NOUN
ajis02-2541	254	44	–	–	PUNCT
ajis02-2541	254	45	or	or	CCONJ
ajis02-2541	254	46	you	you	PRON
ajis02-2541	254	47	could	could	AUX
ajis02-2541	254	48	call	call	VERB
ajis02-2541	254	49	it	it	PRON
ajis02-2541	254	50	‘	'	PUNCT
ajis02-2541	254	51	subject	subject	ADJ
ajis02-2541	254	52	areas	area	NOUN
ajis02-2541	254	53	or	or	CCONJ
ajis02-2541	254	54	domains	domain	NOUN
ajis02-2541	254	55	’	'	PUNCT
ajis02-2541	254	56	.	.	PUNCT
ajis02-2541	255	1	when	when	SCONJ
ajis02-2541	255	2	you	you	PRON
ajis02-2541	255	3	bring	bring	VERB
ajis02-2541	255	4	it	it	PRON
ajis02-2541	255	5	over	over	ADP
ajis02-2541	255	6	(	(	PUNCT
ajis02-2541	255	7	the	the	DET
ajis02-2541	255	8	data	datum	NOUN
ajis02-2541	255	9	over	over	ADP
ajis02-2541	255	10	to	to	ADP
ajis02-2541	255	11	staging	staging	NOUN
ajis02-2541	255	12	)	)	PUNCT
ajis02-2541	255	13	,	,	PUNCT
ajis02-2541	255	14	you	you	PRON
ajis02-2541	255	15	put	put	VERB
ajis02-2541	255	16	it	it	PRON
ajis02-2541	255	17	(	(	PUNCT
ajis02-2541	255	18	the	the	DET
ajis02-2541	255	19	extracted	extract	VERB
ajis02-2541	255	20	data	datum	NOUN
ajis02-2541	255	21	)	)	PUNCT
ajis02-2541	255	22	on	on	ADP
ajis02-2541	255	23	a	a	DET
ajis02-2541	255	24	staging	staging	NOUN
ajis02-2541	255	25	(	(	PUNCT
ajis02-2541	255	26	temporary	temporary	ADJ
ajis02-2541	255	27	)	)	PUNCT
ajis02-2541	255	28	data	datum	NOUN
ajis02-2541	255	29	store	store	NOUN
ajis02-2541	255	30	;	;	PUNCT
ajis02-2541	255	31	a	a	DET
ajis02-2541	255	32	semantic	semantic	ADJ
ajis02-2541	255	33	layer	layer	NOUN
ajis02-2541	255	34	integrating	integrate	VERB
ajis02-2541	255	35	all	all	DET
ajis02-2541	255	36	these	these	DET
ajis02-2541	255	37	three	three	NUM
ajis02-2541	255	38	domains	domain	NOUN
ajis02-2541	255	39	have	have	VERB
ajis02-2541	255	40	to	to	PART
ajis02-2541	255	41	be	be	AUX
ajis02-2541	255	42	modelled	model	VERB
ajis02-2541	255	43	–	–	PUNCT
ajis02-2541	255	44	to	to	PART
ajis02-2541	255	45	be	be	AUX
ajis02-2541	255	46	precise	precise	ADJ
ajis02-2541	255	47	,	,	PUNCT
ajis02-2541	255	48	integrating	integrate	VERB
ajis02-2541	255	49	your	your	PRON
ajis02-2541	255	50	products	product	NOUN
ajis02-2541	255	51	through	through	ADP
ajis02-2541	255	52	product	product	NOUN
ajis02-2541	255	53	-	-	PUNCT
ajis02-2541	255	54	id	id	NOUN
ajis02-2541	255	55	and	and	CCONJ
ajis02-2541	255	56	relating	relate	VERB
ajis02-2541	255	57	those	those	DET
ajis02-2541	255	58	products	product	NOUN
ajis02-2541	255	59	to	to	ADP
ajis02-2541	255	60	the	the	DET
ajis02-2541	255	61	comments	comment	NOUN
ajis02-2541	255	62	you	you	PRON
ajis02-2541	255	63	get	get	VERB
ajis02-2541	255	64	on	on	ADP
ajis02-2541	255	65	service	service	NOUN
ajis02-2541	255	66	quality	quality	NOUN
ajis02-2541	255	67	(	(	PUNCT
ajis02-2541	255	68	related	relate	VERB
ajis02-2541	255	69	to	to	ADP
ajis02-2541	255	70	those	those	DET
ajis02-2541	255	71	products	product	NOUN
ajis02-2541	255	72	)	)	PUNCT
ajis02-2541	255	73	,	,	PUNCT
ajis02-2541	255	74	and	and	CCONJ
ajis02-2541	255	75	user	user	NOUN
ajis02-2541	255	76	feedback	feedback	NOUN
ajis02-2541	255	77	on	on	ADP
ajis02-2541	255	78	new	new	ADJ
ajis02-2541	255	79	features	feature	NOUN
ajis02-2541	255	80	that	that	PRON
ajis02-2541	255	81	could	could	AUX
ajis02-2541	255	82	be	be	AUX
ajis02-2541	255	83	added	add	VERB
ajis02-2541	255	84	to	to	ADP
ajis02-2541	255	85	the	the	DET
ajis02-2541	255	86	product	product	NOUN
ajis02-2541	255	87	through	through	ADP
ajis02-2541	255	88	product	product	NOUN
ajis02-2541	255	89	ideation	ideation	NOUN
ajis02-2541	255	90	.	.	PUNCT
ajis02-2541	256	1	internal	internal	ADJ
ajis02-2541	256	2	systems	system	NOUN
ajis02-2541	256	3	package	package	NOUN
ajis02-2541	256	4	applications	application	NOUN
ajis02-2541	256	5	(	(	PUNCT
ajis02-2541	256	6	sap	sap	PROPN
ajis02-2541	256	7	,	,	PUNCT
ajis02-2541	256	8	oracle	oracle	PROPN
ajis02-2541	256	9	erp	erp	PROPN
ajis02-2541	256	10	,	,	PUNCT
ajis02-2541	256	11	ms	ms	PROPN
ajis02-2541	256	12	-	-	PUNCT
ajis02-2541	256	13	crm	crm	NOUN
ajis02-2541	256	14	)	)	PUNCT
ajis02-2541	256	15	legacy	legacy	NOUN
ajis02-2541	256	16	(	(	PUNCT
ajis02-2541	256	17	mainframe	mainframe	NOUN
ajis02-2541	256	18	,	,	PUNCT
ajis02-2541	256	19	as400	as400	PROPN
ajis02-2541	256	20	)	)	PUNCT
ajis02-2541	256	21	oia	oia	PROPN
ajis02-2541	256	22	(	(	PUNCT
ajis02-2541	256	23	other	other	ADJ
ajis02-2541	256	24	internal	internal	ADJ
ajis02-2541	256	25	“	"	PUNCT
ajis02-2541	256	26	homegrown	homegrown	ADJ
ajis02-2541	256	27	”	"	PUNCT
ajis02-2541	256	28	applications	application	NOUN
ajis02-2541	256	29	)	)	PUNCT
ajis02-2541	256	30	•	•	ADP
ajis02-2541	256	31	business	business	NOUN
ajis02-2541	256	32	rules	rule	NOUN
ajis02-2541	256	33	driven	drive	VERB
ajis02-2541	256	34	data	datum	NOUN
ajis02-2541	256	35	extraction	extraction	NOUN
ajis02-2541	256	36	•	•	NOUN
ajis02-2541	256	37	restructure	restructure	NOUN
ajis02-2541	256	38	data	datum	NOUN
ajis02-2541	256	39	as	as	SCONJ
ajis02-2541	256	40	needed	need	VERB
ajis02-2541	256	41	•	•	NUM
ajis02-2541	256	42	calculate	calculate	NOUN
ajis02-2541	256	43	business	business	NOUN
ajis02-2541	256	44	metrics	metric	NOUN
ajis02-2541	256	45	•	•	NOUN
ajis02-2541	256	46	load	load	NOUN
ajis02-2541	256	47	into	into	ADP
ajis02-2541	256	48	target	target	NOUN
ajis02-2541	256	49	edw	edw	PROPN
ajis02-2541	256	50	hr	hr	NOUN
ajis02-2541	256	51	marketing	marketing	NOUN
ajis02-2541	256	52	sales	sale	NOUN
ajis02-2541	256	53	social	social	ADJ
ajis02-2541	256	54	media	medium	NOUN
ajis02-2541	256	55	metrics	metric	NOUN
ajis02-2541	256	56	•	•	NOUN
ajis02-2541	256	57	business	business	NOUN
ajis02-2541	256	58	rules	rule	NOUN
ajis02-2541	256	59	driven	drive	VERB
ajis02-2541	256	60	extraction	extraction	NOUN
ajis02-2541	256	61	•	•	NOUN
ajis02-2541	256	62	load	load	NOUN
ajis02-2541	256	63	data	datum	NOUN
ajis02-2541	256	64	into	into	ADP
ajis02-2541	256	65	staging	staging	NOUN
ajis02-2541	256	66	area	area	NOUN
ajis02-2541	256	67	loading	loading	NOUN
ajis02-2541	256	68	area	area	NOUN
ajis02-2541	256	69	external	external	ADJ
ajis02-2541	256	70	systems	system	NOUN
ajis02-2541	256	71	online	online	ADJ
ajis02-2541	256	72	forums	forum	NOUN
ajis02-2541	257	1	social	social	ADJ
ajis02-2541	257	2	media	medium	NOUN
ajis02-2541	257	3	e	e	PROPN
ajis02-2541	257	4	t	t	PROPN
ajis02-2541	257	5	l	l	PROPN
ajis02-2541	257	6	edw	edw	PROPN
ajis02-2541	257	7	e	e	PROPN
ajis02-2541	257	8	l	l	PROPN
ajis02-2541	257	9	t	t	PROPN
ajis02-2541	257	10	data	data	PROPN
ajis02-2541	257	11	lake	lake	PROPN
ajis02-2541	257	12	enterprise	enterprise	NOUN
ajis02-2541	257	13	functional	functional	ADJ
ajis02-2541	257	14	metrics	metric	NOUN
ajis02-2541	257	15	r	r	NOUN
ajis02-2541	257	16	e	e	NOUN
ajis02-2541	257	17	s	s	VERB
ajis02-2541	257	18	tr	tr	NOUN
ajis02-2541	257	19	u	u	PROPN
ajis02-2541	257	20	c	c	PROPN
ajis02-2541	257	21	tu	tu	X
ajis02-2541	257	22	re	re	PROPN
ajis02-2541	257	23	d	d	PROPN
ajis02-2541	257	24	a	a	X
ajis02-2541	257	25	ta	ta	ADP
ajis02-2541	257	26	a	a	DET
ajis02-2541	257	27	s	s	NOUN
ajis02-2541	257	28	n	n	NOUN
ajis02-2541	257	29	e	e	NOUN
ajis02-2541	257	30	e	e	X
ajis02-2541	257	31	d	d	X
ajis02-2541	257	32	e	e	X
ajis02-2541	257	33	d	d	X
ajis02-2541	257	34	c	c	PROPN
ajis02-2541	257	35	a	a	DET
ajis02-2541	257	36	lc	lc	NOUN
ajis02-2541	257	37	u	u	NOUN
ajis02-2541	257	38	la	la	X
ajis02-2541	257	39	te	te	PROPN
ajis02-2541	257	40	b	b	X
ajis02-2541	257	41	u	u	X
ajis02-2541	257	42	s	s	VERB
ajis02-2541	257	43	in	in	ADP
ajis02-2541	257	44	e	e	PROPN
ajis02-2541	257	45	s	s	PROPN
ajis02-2541	257	46	s	s	PART
ajis02-2541	257	47	m	m	NOUN
ajis02-2541	257	48	e	e	NOUN
ajis02-2541	257	49	tr	tr	NOUN
ajis02-2541	257	50	ic	ic	PROPN
ajis02-2541	257	51	s	s	PROPN
ajis02-2541	257	52	l	l	NOUN
ajis02-2541	257	53	o	o	NOUN
ajis02-2541	258	1	a	a	DET
ajis02-2541	258	2	d	d	X
ajis02-2541	258	3	i	i	PRON
ajis02-2541	258	4	n	n	PROPN
ajis02-2541	258	5	to	to	ADP
ajis02-2541	258	6	t	t	PROPN
ajis02-2541	258	7	a	a	DET
ajis02-2541	258	8	rg	rg	PROPN
ajis02-2541	258	9	e	e	PROPN
ajis02-2541	258	10	t	t	NOUN
ajis02-2541	258	11	e	e	X
ajis02-2541	258	12	d	d	X
ajis02-2541	258	13	w	w	PROPN
ajis02-2541	258	14	…	…	PUNCT
ajis02-2541	258	15	data	datum	NOUN
ajis02-2541	258	16	marts	marts	ADJ
ajis02-2541	258	17	australasian	australasian	ADJ
ajis02-2541	258	18	journal	journal	NOUN
ajis02-2541	258	19	of	of	ADP
ajis02-2541	258	20	information	information	NOUN
ajis02-2541	258	21	systems	system	NOUN
ajis02-2541	258	22	balakrishnan	balakrishnan	PROPN
ajis02-2541	258	23	,	,	PUNCT
ajis02-2541	258	24	das	das	PROPN
ajis02-2541	258	25	&	&	CCONJ
ajis02-2541	258	26	chattopadhyay	chattopadhyay	PROPN
ajis02-2541	258	27	2020	2020	NUM
ajis02-2541	258	28	,	,	PUNCT
ajis02-2541	258	29	vol	vol	NOUN
ajis02-2541	258	30	24	24	NUM
ajis02-2541	258	31	,	,	PUNCT
ajis02-2541	258	32	research	research	NOUN
ajis02-2541	258	33	article	article	NOUN
ajis02-2541	258	34	implementing	implement	VERB
ajis02-2541	258	35	data	datum	NOUN
ajis02-2541	258	36	strategy	strategy	NOUN
ajis02-2541	258	37	16	16	NUM
ajis02-2541	258	38	building	build	VERB
ajis02-2541	258	39	this	this	DET
ajis02-2541	258	40	integrated	integrate	VERB
ajis02-2541	258	41	model	model	NOUN
ajis02-2541	258	42	is	be	AUX
ajis02-2541	258	43	a	a	DET
ajis02-2541	258	44	complex	complex	ADJ
ajis02-2541	258	45	process	process	NOUN
ajis02-2541	258	46	as	as	SCONJ
ajis02-2541	258	47	the	the	DET
ajis02-2541	258	48	relationships	relationship	NOUN
ajis02-2541	258	49	are	be	AUX
ajis02-2541	258	50	not	not	PART
ajis02-2541	258	51	defined	define	VERB
ajis02-2541	258	52	in	in	ADP
ajis02-2541	258	53	a	a	DET
ajis02-2541	258	54	concrete	concrete	ADJ
ajis02-2541	258	55	way	way	NOUN
ajis02-2541	258	56	;	;	PUNCT
ajis02-2541	258	57	you	you	PRON
ajis02-2541	258	58	will	will	AUX
ajis02-2541	258	59	have	have	VERB
ajis02-2541	258	60	to	to	PART
ajis02-2541	258	61	do	do	VERB
ajis02-2541	258	62	lot	lot	NOUN
ajis02-2541	258	63	of	of	ADP
ajis02-2541	258	64	trial	trial	NOUN
ajis02-2541	258	65	and	and	CCONJ
ajis02-2541	258	66	error	error	NOUN
ajis02-2541	258	67	things	thing	NOUN
ajis02-2541	258	68	(	(	PUNCT
ajis02-2541	258	69	modelling	modelling	NOUN
ajis02-2541	258	70	)	)	PUNCT
ajis02-2541	258	71	;	;	PUNCT
ajis02-2541	258	72	one	one	PRON
ajis02-2541	258	73	need	need	VERB
ajis02-2541	258	74	to	to	PART
ajis02-2541	258	75	create	create	VERB
ajis02-2541	258	76	ontologies	ontology	NOUN
ajis02-2541	258	77	,	,	PUNCT
ajis02-2541	258	78	tag	tag	NOUN
ajis02-2541	258	79	-	-	PUNCT
ajis02-2541	258	80	clouds	cloud	NOUN
ajis02-2541	258	81	for	for	ADP
ajis02-2541	258	82	often	often	ADV
ajis02-2541	258	83	-	-	PUNCT
ajis02-2541	258	84	used	use	VERB
ajis02-2541	258	85	words	word	NOUN
ajis02-2541	258	86	,	,	PUNCT
ajis02-2541	258	87	classifications	classification	NOUN
ajis02-2541	258	88	on	on	ADP
ajis02-2541	258	89	the	the	DET
ajis02-2541	258	90	type	type	NOUN
ajis02-2541	258	91	of	of	ADP
ajis02-2541	258	92	comments	comment	NOUN
ajis02-2541	258	93	used	use	VERB
ajis02-2541	258	94	,	,	PUNCT
ajis02-2541	258	95	etc	etc	X
ajis02-2541	258	96	–	–	PUNCT
ajis02-2541	258	97	to	to	PART
ajis02-2541	258	98	arrive	arrive	VERB
ajis02-2541	258	99	at	at	ADP
ajis02-2541	258	100	this	this	DET
ajis02-2541	258	101	integrated	integrate	VERB
ajis02-2541	258	102	(	(	PUNCT
ajis02-2541	258	103	semantic	semantic	ADJ
ajis02-2541	258	104	)	)	PUNCT
ajis02-2541	258	105	layer	layer	NOUN
ajis02-2541	258	106	;	;	PUNCT
ajis02-2541	258	107	data	datum	NOUN
ajis02-2541	258	108	analytics	analytic	NOUN
ajis02-2541	258	109	and	and	CCONJ
ajis02-2541	258	110	your	your	PRON
ajis02-2541	258	111	predictive	predictive	ADJ
ajis02-2541	258	112	stuff	stuff	NOUN
ajis02-2541	258	113	(	(	PUNCT
ajis02-2541	258	114	analytics	analytic	NOUN
ajis02-2541	258	115	)	)	PUNCT
ajis02-2541	258	116	can	can	AUX
ajis02-2541	258	117	be	be	AUX
ajis02-2541	258	118	driven	drive	VERB
ajis02-2541	258	119	off	off	ADP
ajis02-2541	258	120	of	of	ADP
ajis02-2541	258	121	this	this	DET
ajis02-2541	258	122	(	(	PUNCT
ajis02-2541	258	123	integrated	integrated	ADJ
ajis02-2541	258	124	layer	layer	NOUN
ajis02-2541	258	125	)	)	PUNCT
ajis02-2541	258	126	;	;	PUNCT
ajis02-2541	258	127	all	all	DET
ajis02-2541	258	128	these	these	DET
ajis02-2541	258	129	things	thing	NOUN
ajis02-2541	258	130	constitute	constitute	VERB
ajis02-2541	258	131	your	your	PRON
ajis02-2541	258	132	data	data	NOUN
ajis02-2541	258	133	lake	lake	NOUN
ajis02-2541	258	134	”	"	PUNCT
ajis02-2541	258	135	(	(	PUNCT
ajis02-2541	258	136	a2	a2	PROPN
ajis02-2541	258	137	,	,	PUNCT
ajis02-2541	258	138	data	datum	NOUN
ajis02-2541	258	139	and	and	CCONJ
ajis02-2541	258	140	solution	solution	NOUN
ajis02-2541	258	141	architect	architect	NOUN
ajis02-2541	258	142	)	)	PUNCT
ajis02-2541	258	143	hadoop	hadoop	NOUN
ajis02-2541	258	144	based	base	VERB
ajis02-2541	258	145	big	big	ADJ
ajis02-2541	258	146	data	datum	NOUN
ajis02-2541	258	147	environments	environment	NOUN
ajis02-2541	258	148	provide	provide	VERB
ajis02-2541	258	149	flexibility	flexibility	NOUN
ajis02-2541	258	150	to	to	ADP
ajis02-2541	258	151	organizations	organization	NOUN
ajis02-2541	258	152	when	when	SCONJ
ajis02-2541	258	153	dealing	deal	VERB
ajis02-2541	258	154	with	with	ADP
ajis02-2541	258	155	high	high	ADJ
ajis02-2541	258	156	volumes	volume	NOUN
ajis02-2541	258	157	of	of	ADP
ajis02-2541	258	158	data	datum	NOUN
ajis02-2541	258	159	from	from	ADP
ajis02-2541	258	160	different	different	ADJ
ajis02-2541	258	161	source	source	NOUN
ajis02-2541	258	162	systems	system	NOUN
ajis02-2541	258	163	.	.	PUNCT
ajis02-2541	259	1	since	since	SCONJ
ajis02-2541	259	2	systems	system	NOUN
ajis02-2541	259	3	supporting	support	VERB
ajis02-2541	259	4	big	big	ADJ
ajis02-2541	259	5	data	datum	NOUN
ajis02-2541	259	6	are	be	AUX
ajis02-2541	259	7	hosted	host	VERB
ajis02-2541	259	8	on	on	ADP
ajis02-2541	259	9	low	low	ADJ
ajis02-2541	259	10	-	-	PUNCT
ajis02-2541	259	11	cost	cost	NOUN
ajis02-2541	259	12	commodity	commodity	NOUN
ajis02-2541	259	13	hardware	hardware	NOUN
ajis02-2541	259	14	,	,	PUNCT
ajis02-2541	259	15	organizations	organization	NOUN
ajis02-2541	259	16	could	could	AUX
ajis02-2541	259	17	choose	choose	VERB
ajis02-2541	259	18	to	to	PART
ajis02-2541	259	19	save	save	VERB
ajis02-2541	259	20	data	datum	NOUN
ajis02-2541	259	21	from	from	ADP
ajis02-2541	259	22	less	less	ADV
ajis02-2541	259	23	popular	popular	ADJ
ajis02-2541	259	24	social	social	ADJ
ajis02-2541	259	25	forums	forum	NOUN
ajis02-2541	259	26	,	,	PUNCT
ajis02-2541	259	27	newspapers	newspaper	NOUN
ajis02-2541	259	28	and	and	CCONJ
ajis02-2541	259	29	online	online	ADJ
ajis02-2541	259	30	magazines	magazine	NOUN
ajis02-2541	259	31	into	into	ADP
ajis02-2541	259	32	a	a	DET
ajis02-2541	259	33	big	big	ADJ
ajis02-2541	259	34	-	-	PUNCT
ajis02-2541	259	35	data	data	NOUN
ajis02-2541	259	36	environment	environment	NOUN
ajis02-2541	259	37	,	,	PUNCT
ajis02-2541	259	38	without	without	ADP
ajis02-2541	259	39	worrying	worry	VERB
ajis02-2541	259	40	about	about	ADP
ajis02-2541	259	41	how	how	SCONJ
ajis02-2541	259	42	it	it	PRON
ajis02-2541	259	43	could	could	AUX
ajis02-2541	259	44	be	be	AUX
ajis02-2541	259	45	leveraged	leverage	VERB
ajis02-2541	259	46	for	for	ADP
ajis02-2541	259	47	customer	customer	NOUN
ajis02-2541	259	48	value	value	NOUN
ajis02-2541	259	49	creation	creation	NOUN
ajis02-2541	259	50	.	.	PUNCT
ajis02-2541	260	1	in	in	ADP
ajis02-2541	260	2	the	the	DET
ajis02-2541	260	3	words	word	NOUN
ajis02-2541	260	4	of	of	ADP
ajis02-2541	260	5	an	an	DET
ajis02-2541	260	6	architect	architect	NOUN
ajis02-2541	260	7	,	,	PUNCT
ajis02-2541	260	8	“	"	PUNCT
ajis02-2541	260	9	we	we	PRON
ajis02-2541	260	10	always	always	ADV
ajis02-2541	260	11	tell	tell	VERB
ajis02-2541	260	12	them	they	PRON
ajis02-2541	260	13	(	(	PUNCT
ajis02-2541	260	14	clients	client	NOUN
ajis02-2541	260	15	)	)	PUNCT
ajis02-2541	260	16	–	–	PUNCT
ajis02-2541	260	17	‘	'	PUNCT
ajis02-2541	260	18	forget	forget	VERB
ajis02-2541	260	19	about	about	ADP
ajis02-2541	260	20	what	what	PRON
ajis02-2541	260	21	you	you	PRON
ajis02-2541	260	22	want	want	VERB
ajis02-2541	260	23	to	to	PART
ajis02-2541	260	24	do	do	VERB
ajis02-2541	260	25	with	with	ADP
ajis02-2541	260	26	data	datum	NOUN
ajis02-2541	260	27	;	;	PUNCT
ajis02-2541	260	28	have	have	VERB
ajis02-2541	260	29	a	a	DET
ajis02-2541	260	30	data	data	NOUN
ajis02-2541	260	31	-	-	PUNCT
ajis02-2541	260	32	lake	lake	NOUN
ajis02-2541	260	33	in	in	ADP
ajis02-2541	260	34	hadoop	hadoop	NOUN
ajis02-2541	260	35	;	;	PUNCT
ajis02-2541	260	36	any	any	DET
ajis02-2541	260	37	data	datum	NOUN
ajis02-2541	260	38	,	,	PUNCT
ajis02-2541	260	39	you	you	PRON
ajis02-2541	260	40	come	come	VERB
ajis02-2541	260	41	across	across	ADV
ajis02-2541	260	42	–	–	PUNCT
ajis02-2541	260	43	make	make	VERB
ajis02-2541	260	44	sure	sure	ADJ
ajis02-2541	260	45	that	that	SCONJ
ajis02-2541	260	46	you	you	PRON
ajis02-2541	260	47	store	store	VERB
ajis02-2541	260	48	in	in	ADP
ajis02-2541	260	49	hadoop	hadoop	NOUN
ajis02-2541	260	50	(	(	PUNCT
ajis02-2541	260	51	big	big	ADJ
ajis02-2541	260	52	data	datum	NOUN
ajis02-2541	260	53	environment	environment	NOUN
ajis02-2541	260	54	)	)	PUNCT
ajis02-2541	260	55	’	'	PUNCT
ajis02-2541	260	56	;	;	PUNCT
ajis02-2541	260	57	we	we	PRON
ajis02-2541	260	58	are	be	AUX
ajis02-2541	260	59	not	not	PART
ajis02-2541	260	60	saying	say	VERB
ajis02-2541	260	61	that	that	SCONJ
ajis02-2541	260	62	high	high	ADJ
ajis02-2541	260	63	-	-	PUNCT
ajis02-2541	260	64	volume	volume	NOUN
ajis02-2541	260	65	data	datum	NOUN
ajis02-2541	260	66	only	only	ADV
ajis02-2541	260	67	should	should	AUX
ajis02-2541	260	68	go	go	VERB
ajis02-2541	260	69	to	to	ADP
ajis02-2541	260	70	hadoop	hadoop	NOUN
ajis02-2541	260	71	;	;	PUNCT
ajis02-2541	260	72	all	all	DET
ajis02-2541	260	73	other	other	ADJ
ajis02-2541	260	74	data	datum	NOUN
ajis02-2541	260	75	–	–	PUNCT
ajis02-2541	260	76	streaming	streaming	NOUN
ajis02-2541	260	77	,	,	PUNCT
ajis02-2541	260	78	etc	etc	X
ajis02-2541	260	79	-more	-more	ADJ
ajis02-2541	260	80	like	like	ADP
ajis02-2541	260	81	a	a	DET
ajis02-2541	260	82	‘	'	PUNCT
ajis02-2541	260	83	staging	staging	NOUN
ajis02-2541	260	84	’	'	PUNCT
ajis02-2541	260	85	area	area	NOUN
ajis02-2541	260	86	;	;	PUNCT
ajis02-2541	260	87	dump	dump	VERB
ajis02-2541	260	88	everything	everything	PRON
ajis02-2541	260	89	into	into	ADP
ajis02-2541	260	90	one	one	NUM
ajis02-2541	260	91	store	store	NOUN
ajis02-2541	260	92	;	;	PUNCT
ajis02-2541	260	93	we	we	PRON
ajis02-2541	260	94	then	then	ADV
ajis02-2541	260	95	figure	figure	VERB
ajis02-2541	260	96	out	out	ADP
ajis02-2541	260	97	a	a	DET
ajis02-2541	260	98	way	way	NOUN
ajis02-2541	260	99	to	to	PART
ajis02-2541	260	100	use	use	VERB
ajis02-2541	260	101	it	it	PRON
ajis02-2541	260	102	,	,	PUNCT
ajis02-2541	260	103	build	build	VERB
ajis02-2541	260	104	analysis	analysis	NOUN
ajis02-2541	260	105	and	and	CCONJ
ajis02-2541	260	106	store	store	VERB
ajis02-2541	260	107	the	the	DET
ajis02-2541	260	108	inferences	inference	NOUN
ajis02-2541	260	109	;	;	PUNCT
ajis02-2541	260	110	”	"	PUNCT
ajis02-2541	260	111	(	(	PUNCT
ajis02-2541	260	112	a2	a2	PROPN
ajis02-2541	260	113	,	,	PUNCT
ajis02-2541	260	114	data	datum	NOUN
ajis02-2541	260	115	and	and	CCONJ
ajis02-2541	260	116	solution	solution	NOUN
ajis02-2541	260	117	architect	architect	NOUN
ajis02-2541	260	118	)	)	PUNCT
ajis02-2541	260	119	all	all	DET
ajis02-2541	260	120	the	the	DET
ajis02-2541	260	121	subject	subject	NOUN
ajis02-2541	260	122	matter	matter	NOUN
ajis02-2541	260	123	experts	expert	NOUN
ajis02-2541	260	124	handling	handle	VERB
ajis02-2541	260	125	data	datum	NOUN
ajis02-2541	260	126	management	management	NOUN
ajis02-2541	260	127	solutions	solution	NOUN
ajis02-2541	260	128	feel	feel	VERB
ajis02-2541	260	129	that	that	SCONJ
ajis02-2541	260	130	data	data	NOUN
ajis02-2541	260	131	lakes	lake	NOUN
ajis02-2541	260	132	could	could	AUX
ajis02-2541	260	133	be	be	AUX
ajis02-2541	260	134	used	use	VERB
ajis02-2541	260	135	to	to	PART
ajis02-2541	260	136	archive	archive	VERB
ajis02-2541	260	137	all	all	DET
ajis02-2541	260	138	types	type	NOUN
ajis02-2541	260	139	of	of	ADP
ajis02-2541	260	140	data	datum	NOUN
ajis02-2541	260	141	that	that	PRON
ajis02-2541	260	142	may	may	AUX
ajis02-2541	260	143	or	or	CCONJ
ajis02-2541	260	144	may	may	AUX
ajis02-2541	260	145	not	not	PART
ajis02-2541	260	146	be	be	AUX
ajis02-2541	260	147	used	use	VERB
ajis02-2541	260	148	later	later	ADV
ajis02-2541	260	149	.	.	PUNCT
ajis02-2541	261	1	this	this	PRON
ajis02-2541	261	2	would	would	AUX
ajis02-2541	261	3	result	result	VERB
ajis02-2541	261	4	in	in	ADP
ajis02-2541	261	5	a	a	DET
ajis02-2541	261	6	data	data	NOUN
ajis02-2541	261	7	store	store	NOUN
ajis02-2541	261	8	that	that	PRON
ajis02-2541	261	9	is	be	AUX
ajis02-2541	261	10	humongous	humongous	ADJ
ajis02-2541	261	11	in	in	ADP
ajis02-2541	261	12	nature	nature	NOUN
ajis02-2541	261	13	,	,	PUNCT
ajis02-2541	261	14	and	and	CCONJ
ajis02-2541	261	15	hence	hence	ADV
ajis02-2541	261	16	retrieving	retrieve	VERB
ajis02-2541	261	17	data	datum	NOUN
ajis02-2541	261	18	for	for	ADP
ajis02-2541	261	19	further	further	ADJ
ajis02-2541	261	20	processing	processing	NOUN
ajis02-2541	261	21	might	might	AUX
ajis02-2541	261	22	be	be	AUX
ajis02-2541	261	23	time	time	NOUN
ajis02-2541	261	24	-	-	PUNCT
ajis02-2541	261	25	consuming	consume	VERB
ajis02-2541	261	26	and	and	CCONJ
ajis02-2541	261	27	cumbersome	cumbersome	ADJ
ajis02-2541	261	28	in	in	ADP
ajis02-2541	261	29	nature	nature	NOUN
ajis02-2541	261	30	.	.	PUNCT
ajis02-2541	262	1	dataspaces	dataspace	NOUN
ajis02-2541	262	2	would	would	AUX
ajis02-2541	262	3	help	help	VERB
ajis02-2541	262	4	overcome	overcome	VERB
ajis02-2541	262	5	these	these	DET
ajis02-2541	262	6	issues	issue	NOUN
ajis02-2541	262	7	.	.	PUNCT
ajis02-2541	263	1	dataspaces	dataspace	NOUN
ajis02-2541	263	2	are	be	AUX
ajis02-2541	263	3	not	not	PART
ajis02-2541	263	4	part	part	NOUN
ajis02-2541	263	5	of	of	ADP
ajis02-2541	263	6	a	a	DET
ajis02-2541	263	7	data	data	NOUN
ajis02-2541	263	8	integration	integration	NOUN
ajis02-2541	263	9	layer	layer	NOUN
ajis02-2541	263	10	,	,	PUNCT
ajis02-2541	263	11	and	and	CCONJ
ajis02-2541	263	12	they	they	PRON
ajis02-2541	263	13	provide	provide	VERB
ajis02-2541	263	14	base	base	NOUN
ajis02-2541	263	15	functionality	functionality	NOUN
ajis02-2541	263	16	over	over	ADP
ajis02-2541	263	17	all	all	DET
ajis02-2541	263	18	data	datum	NOUN
ajis02-2541	263	19	sources	source	NOUN
ajis02-2541	263	20	,	,	PUNCT
ajis02-2541	263	21	regardless	regardless	ADV
ajis02-2541	263	22	of	of	ADP
ajis02-2541	263	23	how	how	SCONJ
ajis02-2541	263	24	integrated	integrated	ADJ
ajis02-2541	263	25	they	they	PRON
ajis02-2541	263	26	are	be	AUX
ajis02-2541	263	27	(	(	PUNCT
ajis02-2541	263	28	franklin	franklin	PROPN
ajis02-2541	263	29	,	,	PUNCT
ajis02-2541	263	30	halevy	halevy	NOUN
ajis02-2541	263	31	,	,	PUNCT
ajis02-2541	263	32	&	&	CCONJ
ajis02-2541	263	33	maier	maier	PROPN
ajis02-2541	263	34	,	,	PUNCT
ajis02-2541	263	35	2005	2005	NUM
ajis02-2541	263	36	)	)	PUNCT
ajis02-2541	263	37	.	.	PUNCT
ajis02-2541	264	1	dataspace	dataspace	ADJ
ajis02-2541	264	2	comprises	comprise	NOUN
ajis02-2541	264	3	of	of	ADP
ajis02-2541	264	4	data	datum	NOUN
ajis02-2541	264	5	models	model	NOUN
ajis02-2541	264	6	with	with	ADP
ajis02-2541	264	7	a	a	DET
ajis02-2541	264	8	collection	collection	NOUN
ajis02-2541	264	9	of	of	ADP
ajis02-2541	264	10	relationships	relationship	NOUN
ajis02-2541	264	11	between	between	ADP
ajis02-2541	264	12	data	datum	NOUN
ajis02-2541	264	13	repositories	repository	NOUN
ajis02-2541	264	14	.	.	PUNCT
ajis02-2541	265	1	one	one	NUM
ajis02-2541	265	2	of	of	ADP
ajis02-2541	265	3	the	the	DET
ajis02-2541	265	4	basic	basic	ADJ
ajis02-2541	265	5	dataspace	dataspace	NOUN
ajis02-2541	265	6	services	service	NOUN
ajis02-2541	265	7	is	be	AUX
ajis02-2541	265	8	cataloguing	catalogue	VERB
ajis02-2541	265	9	data	datum	NOUN
ajis02-2541	265	10	elements	element	NOUN
ajis02-2541	265	11	from	from	ADP
ajis02-2541	265	12	all	all	DET
ajis02-2541	265	13	participating	participate	VERB
ajis02-2541	265	14	data	datum	NOUN
ajis02-2541	265	15	sources	source	NOUN
ajis02-2541	265	16	(	(	PUNCT
ajis02-2541	265	17	franklin	franklin	PROPN
ajis02-2541	265	18	et	et	PROPN
ajis02-2541	265	19	al	al	PROPN
ajis02-2541	265	20	.	.	PROPN
ajis02-2541	265	21	,	,	PUNCT
ajis02-2541	265	22	2005	2005	NUM
ajis02-2541	265	23	)	)	PUNCT
ajis02-2541	265	24	.	.	PUNCT
ajis02-2541	266	1	dataspace	dataspace	ADJ
ajis02-2541	266	2	platform	platform	NOUN
ajis02-2541	266	3	should	should	AUX
ajis02-2541	266	4	provide	provide	VERB
ajis02-2541	266	5	means	mean	NOUN
ajis02-2541	266	6	for	for	ADP
ajis02-2541	266	7	searching	search	VERB
ajis02-2541	266	8	and	and	CCONJ
ajis02-2541	266	9	querying	query	VERB
ajis02-2541	266	10	the	the	DET
ajis02-2541	266	11	metadata	metadata	NOUN
ajis02-2541	266	12	.	.	PUNCT
ajis02-2541	267	1	the	the	DET
ajis02-2541	267	2	metadata	metadata	NOUN
ajis02-2541	267	3	forms	form	VERB
ajis02-2541	267	4	the	the	DET
ajis02-2541	267	5	basis	basis	NOUN
ajis02-2541	267	6	for	for	ADP
ajis02-2541	267	7	all	all	DET
ajis02-2541	267	8	retrieval	retrieval	NOUN
ajis02-2541	267	9	operations	operation	NOUN
ajis02-2541	267	10	,	,	PUNCT
ajis02-2541	267	11	and	and	CCONJ
ajis02-2541	267	12	the	the	DET
ajis02-2541	267	13	metadata	metadata	NOUN
ajis02-2541	267	14	in	in	ADP
ajis02-2541	267	15	dataspace	dataspace	NOUN
ajis02-2541	267	16	could	could	AUX
ajis02-2541	267	17	be	be	AUX
ajis02-2541	267	18	configured	configure	VERB
ajis02-2541	267	19	at	at	ADP
ajis02-2541	267	20	various	various	ADJ
ajis02-2541	267	21	levels	level	NOUN
ajis02-2541	267	22	such	such	ADJ
ajis02-2541	267	23	as	as	ADP
ajis02-2541	267	24	timebound	timebound	ADJ
ajis02-2541	267	25	data	datum	NOUN
ajis02-2541	267	26	,	,	PUNCT
ajis02-2541	267	27	source	source	NOUN
ajis02-2541	267	28	-	-	PUNCT
ajis02-2541	267	29	specific	specific	ADJ
ajis02-2541	267	30	data	datum	NOUN
ajis02-2541	267	31	,	,	PUNCT
ajis02-2541	267	32	and	and	CCONJ
ajis02-2541	267	33	certainty	certainty	NOUN
ajis02-2541	267	34	of	of	ADP
ajis02-2541	267	35	data	data	PROPN
ajis02-2541	267	36	.	.	PUNCT
ajis02-2541	268	1	dataspace	dataspace	PROPN
ajis02-2541	268	2	is	be	AUX
ajis02-2541	268	3	considered	consider	VERB
ajis02-2541	268	4	as	as	ADP
ajis02-2541	268	5	a	a	DET
ajis02-2541	268	6	hybrid	hybrid	NOUN
ajis02-2541	268	7	of	of	ADP
ajis02-2541	268	8	a	a	DET
ajis02-2541	268	9	database	database	NOUN
ajis02-2541	268	10	management	management	NOUN
ajis02-2541	268	11	system	system	NOUN
ajis02-2541	268	12	storing	store	VERB
ajis02-2541	268	13	data	datum	NOUN
ajis02-2541	268	14	from	from	ADP
ajis02-2541	268	15	variety	variety	NOUN
ajis02-2541	268	16	of	of	ADP
ajis02-2541	268	17	sources	source	NOUN
ajis02-2541	268	18	,	,	PUNCT
ajis02-2541	268	19	a	a	DET
ajis02-2541	268	20	search	search	NOUN
ajis02-2541	268	21	engine	engine	NOUN
ajis02-2541	268	22	,	,	PUNCT
ajis02-2541	268	23	a	a	DET
ajis02-2541	268	24	datasharing	datashare	VERB
ajis02-2541	268	25	system	system	NOUN
ajis02-2541	268	26	and	and	CCONJ
ajis02-2541	268	27	an	an	DET
ajis02-2541	268	28	information	information	NOUN
ajis02-2541	268	29	integration	integration	NOUN
ajis02-2541	268	30	system	system	NOUN
ajis02-2541	268	31	(	(	PUNCT
ajis02-2541	268	32	mirza	mirza	PROPN
ajis02-2541	268	33	,	,	PUNCT
ajis02-2541	268	34	chen	chen	PROPN
ajis02-2541	268	35	,	,	PUNCT
ajis02-2541	268	36	&	&	CCONJ
ajis02-2541	268	37	chen	chen	PROPN
ajis02-2541	268	38	,	,	PUNCT
ajis02-2541	268	39	2010	2010	NUM
ajis02-2541	268	40	)	)	PUNCT
ajis02-2541	268	41	.	.	PUNCT
ajis02-2541	269	1	in	in	ADP
ajis02-2541	269	2	the	the	DET
ajis02-2541	269	3	words	word	NOUN
ajis02-2541	269	4	of	of	ADP
ajis02-2541	269	5	a	a	DET
ajis02-2541	269	6	team	team	NOUN
ajis02-2541	269	7	member	member	NOUN
ajis02-2541	269	8	from	from	ADP
ajis02-2541	269	9	a2	a2	PROPN
ajis02-2541	269	10	,	,	PUNCT
ajis02-2541	269	11	“	"	PUNCT
ajis02-2541	269	12	any	any	DET
ajis02-2541	269	13	data	datum	NOUN
ajis02-2541	269	14	that	that	PRON
ajis02-2541	269	15	you	you	PRON
ajis02-2541	269	16	get	get	VERB
ajis02-2541	269	17	into	into	ADP
ajis02-2541	269	18	data	data	NOUN
ajis02-2541	269	19	lake	lake	NOUN
ajis02-2541	269	20	,	,	PUNCT
ajis02-2541	269	21	one	one	PRON
ajis02-2541	269	22	has	have	VERB
ajis02-2541	269	23	to	to	PART
ajis02-2541	269	24	create	create	VERB
ajis02-2541	269	25	a	a	DET
ajis02-2541	269	26	model	model	NOUN
ajis02-2541	269	27	or	or	CCONJ
ajis02-2541	269	28	a	a	DET
ajis02-2541	269	29	catalogue	catalogue	NOUN
ajis02-2541	269	30	supporting	support	VERB
ajis02-2541	269	31	all	all	DET
ajis02-2541	269	32	sources	source	NOUN
ajis02-2541	269	33	of	of	ADP
ajis02-2541	269	34	data	datum	NOUN
ajis02-2541	269	35	,	,	PUNCT
ajis02-2541	269	36	where	where	SCONJ
ajis02-2541	269	37	the	the	DET
ajis02-2541	269	38	data	datum	NOUN
ajis02-2541	269	39	is	be	AUX
ajis02-2541	269	40	retrieved	retrieve	VERB
ajis02-2541	269	41	from	from	ADP
ajis02-2541	269	42	,	,	PUNCT
ajis02-2541	269	43	time	time	NOUN
ajis02-2541	269	44	-	-	PUNCT
ajis02-2541	269	45	stamp	stamp	NOUN
ajis02-2541	269	46	associated	associate	VERB
ajis02-2541	269	47	with	with	ADP
ajis02-2541	269	48	data	datum	NOUN
ajis02-2541	269	49	,	,	PUNCT
ajis02-2541	269	50	all	all	DET
ajis02-2541	269	51	the	the	DET
ajis02-2541	269	52	metadata	metadata	NOUN
ajis02-2541	269	53	associated	associate	VERB
ajis02-2541	269	54	with	with	ADP
ajis02-2541	269	55	data	datum	NOUN
ajis02-2541	269	56	like	like	ADP
ajis02-2541	269	57	which	which	DET
ajis02-2541	269	58	user	user	NOUN
ajis02-2541	269	59	(	(	PUNCT
ajis02-2541	269	60	if	if	SCONJ
ajis02-2541	269	61	possible	possible	ADJ
ajis02-2541	269	62	to	to	PART
ajis02-2541	269	63	identify	identify	VERB
ajis02-2541	269	64	)	)	PUNCT
ajis02-2541	269	65	has	have	AUX
ajis02-2541	269	66	created	create	VERB
ajis02-2541	269	67	it	it	PRON
ajis02-2541	269	68	,	,	PUNCT
ajis02-2541	269	69	geo	geo	PROPN
ajis02-2541	269	70	(	(	PUNCT
ajis02-2541	269	71	geography	geography	NOUN
ajis02-2541	269	72	)	)	PUNCT
ajis02-2541	269	73	associated	associate	VERB
ajis02-2541	269	74	with	with	ADP
ajis02-2541	269	75	the	the	DET
ajis02-2541	269	76	data	datum	NOUN
ajis02-2541	269	77	,	,	PUNCT
ajis02-2541	269	78	relationship	relationship	NOUN
ajis02-2541	269	79	between	between	ADP
ajis02-2541	269	80	data	datum	NOUN
ajis02-2541	269	81	elements	element	NOUN
ajis02-2541	269	82	from	from	ADP
ajis02-2541	269	83	various	various	ADJ
ajis02-2541	269	84	sources	source	NOUN
ajis02-2541	269	85	–	–	PUNCT
ajis02-2541	269	86	if	if	SCONJ
ajis02-2541	269	87	any	any	PRON
ajis02-2541	269	88	,	,	PUNCT
ajis02-2541	269	89	etc	etc	X
ajis02-2541	269	90	.	.	X
ajis02-2541	270	1	we	we	PRON
ajis02-2541	270	2	could	could	AUX
ajis02-2541	270	3	build	build	VERB
ajis02-2541	270	4	more	more	ADJ
ajis02-2541	270	5	intelligence	intelligence	NOUN
ajis02-2541	270	6	in	in	ADP
ajis02-2541	270	7	the	the	DET
ajis02-2541	270	8	meta	meta	PROPN
ajis02-2541	270	9	data	datum	NOUN
ajis02-2541	270	10	by	by	ADP
ajis02-2541	270	11	providing	provide	VERB
ajis02-2541	270	12	filtering	filter	VERB
ajis02-2541	270	13	elements	element	NOUN
ajis02-2541	270	14	such	such	ADJ
ajis02-2541	270	15	as	as	ADP
ajis02-2541	270	16	the	the	DET
ajis02-2541	270	17	key	key	ADJ
ajis02-2541	270	18	tags	tag	NOUN
ajis02-2541	270	19	that	that	PRON
ajis02-2541	270	20	are	be	AUX
ajis02-2541	270	21	being	be	AUX
ajis02-2541	270	22	referred	refer	VERB
ajis02-2541	270	23	,	,	PUNCT
ajis02-2541	270	24	the	the	DET
ajis02-2541	270	25	impact	impact	NOUN
ajis02-2541	270	26	the	the	DET
ajis02-2541	270	27	data	datum	NOUN
ajis02-2541	270	28	have	have	VERB
ajis02-2541	270	29	–	–	PUNCT
ajis02-2541	270	30	in	in	ADP
ajis02-2541	270	31	terms	term	NOUN
ajis02-2541	270	32	of	of	ADP
ajis02-2541	270	33	decision	decision	NOUN
ajis02-2541	270	34	making	making	NOUN
ajis02-2541	270	35	,	,	PUNCT
ajis02-2541	270	36	etc	etc	X
ajis02-2541	270	37	.	.	X
ajis02-2541	271	1	all	all	DET
ajis02-2541	271	2	this	this	PRON
ajis02-2541	271	3	could	could	AUX
ajis02-2541	271	4	be	be	AUX
ajis02-2541	271	5	part	part	NOUN
ajis02-2541	271	6	of	of	ADP
ajis02-2541	271	7	the	the	DET
ajis02-2541	271	8	meta	meta	ADJ
ajis02-2541	271	9	data	datum	NOUN
ajis02-2541	271	10	;	;	PUNCT
ajis02-2541	271	11	when	when	SCONJ
ajis02-2541	271	12	we	we	PRON
ajis02-2541	271	13	retrieve	retrieve	VERB
ajis02-2541	271	14	data	datum	NOUN
ajis02-2541	271	15	,	,	PUNCT
ajis02-2541	271	16	usually	usually	ADV
ajis02-2541	271	17	you	you	PRON
ajis02-2541	271	18	retrieve	retrieve	VERB
ajis02-2541	271	19	it	it	PRON
ajis02-2541	271	20	through	through	ADP
ajis02-2541	271	21	an	an	DET
ajis02-2541	271	22	app(application	app(application	NOUN
ajis02-2541	271	23	)	)	PUNCT
ajis02-2541	271	24	layer	layer	NOUN
ajis02-2541	271	25	;	;	PUNCT
ajis02-2541	271	26	there	there	ADV
ajis02-2541	271	27	,	,	PUNCT
ajis02-2541	271	28	you	you	PRON
ajis02-2541	271	29	query	query	VERB
ajis02-2541	271	30	the	the	DET
ajis02-2541	271	31	meta	meta	NOUN
ajis02-2541	271	32	-	-	PUNCT
ajis02-2541	271	33	data	data	NOUN
ajis02-2541	271	34	to	to	PART
ajis02-2541	271	35	identify	identify	VERB
ajis02-2541	271	36	the	the	DET
ajis02-2541	271	37	right	right	ADJ
ajis02-2541	271	38	source	source	NOUN
ajis02-2541	271	39	we	we	PRON
ajis02-2541	271	40	should	should	AUX
ajis02-2541	271	41	query	query	VERB
ajis02-2541	271	42	from	from	ADP
ajis02-2541	271	43	,	,	PUNCT
ajis02-2541	271	44	and	and	CCONJ
ajis02-2541	271	45	initiate	initiate	VERB
ajis02-2541	271	46	our	our	PRON
ajis02-2541	271	47	retrieval	retrieval	NOUN
ajis02-2541	271	48	;	;	PUNCT
ajis02-2541	271	49	by	by	ADP
ajis02-2541	271	50	having	have	VERB
ajis02-2541	271	51	an	an	DET
ajis02-2541	271	52	effective	effective	ADJ
ajis02-2541	271	53	cataloguing	cataloguing	NOUN
ajis02-2541	271	54	,	,	PUNCT
ajis02-2541	271	55	you	you	PRON
ajis02-2541	271	56	would	would	AUX
ajis02-2541	271	57	be	be	AUX
ajis02-2541	271	58	able	able	ADJ
ajis02-2541	271	59	to	to	PART
ajis02-2541	271	60	isolate	isolate	VERB
ajis02-2541	271	61	which	which	DET
ajis02-2541	271	62	sources	source	NOUN
ajis02-2541	271	63	need	need	VERB
ajis02-2541	271	64	to	to	PART
ajis02-2541	271	65	be	be	AUX
ajis02-2541	271	66	queried	query	VERB
ajis02-2541	271	67	,	,	PUNCT
ajis02-2541	271	68	and	and	CCONJ
ajis02-2541	271	69	also	also	ADV
ajis02-2541	271	70	–	–	PUNCT
ajis02-2541	271	71	how	how	SCONJ
ajis02-2541	271	72	impactful	impactful	ADJ
ajis02-2541	271	73	the	the	DET
ajis02-2541	271	74	inference	inference	NOUN
ajis02-2541	271	75	could	could	AUX
ajis02-2541	271	76	be	be	AUX
ajis02-2541	271	77	.	.	PUNCT
ajis02-2541	272	1	if	if	SCONJ
ajis02-2541	272	2	you	you	PRON
ajis02-2541	272	3	do	do	AUX
ajis02-2541	272	4	n’t	not	PART
ajis02-2541	272	5	have	have	VERB
ajis02-2541	272	6	catalogue	catalogue	NOUN
ajis02-2541	272	7	information	information	NOUN
ajis02-2541	272	8	or	or	CCONJ
ajis02-2541	272	9	namespace	namespace	NOUN
ajis02-2541	272	10	kind	kind	NOUN
ajis02-2541	272	11	of	of	ADP
ajis02-2541	272	12	setup	setup	NOUN
ajis02-2541	272	13	,	,	PUNCT
ajis02-2541	272	14	querying	query	VERB
ajis02-2541	272	15	from	from	ADP
ajis02-2541	272	16	a	a	DET
ajis02-2541	272	17	data	data	NOUN
ajis02-2541	272	18	lake	lake	NOUN
ajis02-2541	272	19	might	might	AUX
ajis02-2541	272	20	australasian	australasian	ADJ
ajis02-2541	272	21	journal	journal	NOUN
ajis02-2541	272	22	of	of	ADP
ajis02-2541	272	23	information	information	NOUN
ajis02-2541	272	24	systems	system	NOUN
ajis02-2541	272	25	balakrishnan	balakrishnan	PROPN
ajis02-2541	272	26	,	,	PUNCT
ajis02-2541	272	27	das	das	PROPN
ajis02-2541	272	28	&	&	CCONJ
ajis02-2541	272	29	chattopadhyay	chattopadhyay	PROPN
ajis02-2541	272	30	2020	2020	NUM
ajis02-2541	272	31	,	,	PUNCT
ajis02-2541	272	32	vol	vol	NOUN
ajis02-2541	272	33	24	24	NUM
ajis02-2541	272	34	,	,	PUNCT
ajis02-2541	272	35	research	research	NOUN
ajis02-2541	272	36	article	article	NOUN
ajis02-2541	272	37	implementing	implement	VERB
ajis02-2541	272	38	data	datum	NOUN
ajis02-2541	272	39	strategy	strategy	NOUN
ajis02-2541	272	40	17	17	NUM
ajis02-2541	272	41	be	be	AUX
ajis02-2541	272	42	impossible	impossible	ADJ
ajis02-2541	272	43	as	as	SCONJ
ajis02-2541	272	44	no	no	DET
ajis02-2541	272	45	one	one	NOUN
ajis02-2541	272	46	knows	know	VERB
ajis02-2541	272	47	where	where	SCONJ
ajis02-2541	272	48	to	to	PART
ajis02-2541	272	49	get	get	VERB
ajis02-2541	272	50	it	it	PRON
ajis02-2541	272	51	(	(	PUNCT
ajis02-2541	272	52	your	your	PRON
ajis02-2541	272	53	search	search	NOUN
ajis02-2541	272	54	results	result	NOUN
ajis02-2541	272	55	)	)	PUNCT
ajis02-2541	272	56	from	from	ADP
ajis02-2541	272	57	”	"	PUNCT
ajis02-2541	272	58	(	(	PUNCT
ajis02-2541	272	59	team	team	NOUN
ajis02-2541	272	60	-	-	PUNCT
ajis02-2541	272	61	a2	a2	NOUN
ajis02-2541	272	62	,	,	PUNCT
ajis02-2541	272	63	data	datum	NOUN
ajis02-2541	272	64	and	and	CCONJ
ajis02-2541	272	65	solution	solution	NOUN
ajis02-2541	272	66	architect	architect	NOUN
ajis02-2541	272	67	)	)	PUNCT
ajis02-2541	272	68	the	the	DET
ajis02-2541	272	69	inferences	inference	NOUN
ajis02-2541	272	70	presented	present	VERB
ajis02-2541	272	71	in	in	ADP
ajis02-2541	272	72	this	this	DET
ajis02-2541	272	73	study	study	NOUN
ajis02-2541	272	74	that	that	PRON
ajis02-2541	272	75	are	be	AUX
ajis02-2541	272	76	related	relate	VERB
ajis02-2541	272	77	to	to	ADP
ajis02-2541	272	78	data	datum	NOUN
ajis02-2541	272	79	spaces	space	NOUN
ajis02-2541	272	80	is	be	AUX
ajis02-2541	272	81	similar	similar	ADJ
ajis02-2541	272	82	to	to	ADP
ajis02-2541	272	83	the	the	DET
ajis02-2541	272	84	concepts	concept	NOUN
ajis02-2541	272	85	suggested	suggest	VERB
ajis02-2541	272	86	by	by	ADP
ajis02-2541	272	87	franklin	franklin	PROPN
ajis02-2541	272	88	et	et	PROPN
ajis02-2541	272	89	al	al	PROPN
ajis02-2541	272	90	.	.	PROPN
ajis02-2541	273	1	(	(	PUNCT
ajis02-2541	273	2	2005	2005	NUM
ajis02-2541	273	3	)	)	PUNCT
ajis02-2541	273	4	and	and	CCONJ
ajis02-2541	273	5	mirza	mirza	PROPN
ajis02-2541	273	6	et	et	PROPN
ajis02-2541	273	7	al	al	PROPN
ajis02-2541	273	8	.	.	PROPN
ajis02-2541	274	1	(	(	PUNCT
ajis02-2541	274	2	2010	2010	NUM
ajis02-2541	274	3	)	)	PUNCT
ajis02-2541	274	4	.	.	PUNCT
ajis02-2541	275	1	additionally	additionally	ADV
ajis02-2541	275	2	,	,	PUNCT
ajis02-2541	275	3	this	this	DET
ajis02-2541	275	4	study	study	NOUN
ajis02-2541	275	5	emphasizes	emphasize	VERB
ajis02-2541	275	6	the	the	DET
ajis02-2541	275	7	need	need	NOUN
ajis02-2541	275	8	for	for	ADP
ajis02-2541	275	9	having	have	VERB
ajis02-2541	275	10	subject	subject	ADJ
ajis02-2541	275	11	-	-	PUNCT
ajis02-2541	275	12	area	area	NOUN
ajis02-2541	275	13	specific	specific	ADJ
ajis02-2541	275	14	data	datum	NOUN
ajis02-2541	275	15	stores	store	NOUN
ajis02-2541	275	16	along	along	ADP
ajis02-2541	275	17	with	with	ADP
ajis02-2541	275	18	catalogue	catalogue	NOUN
ajis02-2541	275	19	and	and	CCONJ
ajis02-2541	275	20	meta	meta	NOUN
ajis02-2541	275	21	-	-	PUNCT
ajis02-2541	275	22	data	datum	NOUN
ajis02-2541	275	23	for	for	ADP
ajis02-2541	275	24	each	each	DET
ajis02-2541	275	25	subject	subject	ADJ
ajis02-2541	275	26	-	-	PUNCT
ajis02-2541	275	27	area	area	NOUN
ajis02-2541	275	28	.	.	PUNCT
ajis02-2541	276	1	business	business	NOUN
ajis02-2541	276	2	intelligence	intelligence	NOUN
ajis02-2541	276	3	solutions	solution	NOUN
ajis02-2541	276	4	built	build	VERB
ajis02-2541	276	5	on	on	ADP
ajis02-2541	276	6	this	this	DET
ajis02-2541	276	7	premise	premise	NOUN
ajis02-2541	276	8	enable	enable	VERB
ajis02-2541	276	9	combining	combine	VERB
ajis02-2541	276	10	data	datum	NOUN
ajis02-2541	276	11	across	across	ADP
ajis02-2541	276	12	various	various	ADJ
ajis02-2541	276	13	subject	subject	NOUN
ajis02-2541	276	14	-	-	PUNCT
ajis02-2541	276	15	areas	area	NOUN
ajis02-2541	276	16	to	to	PART
ajis02-2541	276	17	arrive	arrive	VERB
ajis02-2541	276	18	at	at	ADP
ajis02-2541	276	19	valuable	valuable	ADJ
ajis02-2541	276	20	inferences	inference	NOUN
ajis02-2541	276	21	that	that	PRON
ajis02-2541	276	22	could	could	AUX
ajis02-2541	276	23	drive	drive	VERB
ajis02-2541	276	24	business	business	NOUN
ajis02-2541	276	25	decisions	decision	NOUN
ajis02-2541	276	26	.	.	PUNCT
ajis02-2541	277	1	4.4	4.4	NUM
ajis02-2541	277	2	customer	customer	NOUN
ajis02-2541	277	3	value	value	NOUN
ajis02-2541	277	4	creation	creation	NOUN
ajis02-2541	277	5	the	the	DET
ajis02-2541	277	6	organizations	organization	NOUN
ajis02-2541	277	7	of	of	ADP
ajis02-2541	277	8	the	the	DET
ajis02-2541	277	9	new	new	ADJ
ajis02-2541	277	10	digital	digital	ADJ
ajis02-2541	277	11	era	era	NOUN
ajis02-2541	277	12	use	use	VERB
ajis02-2541	277	13	data	datum	NOUN
ajis02-2541	277	14	as	as	ADP
ajis02-2541	277	15	a	a	DET
ajis02-2541	277	16	means	means	NOUN
ajis02-2541	277	17	by	by	ADP
ajis02-2541	277	18	which	which	PRON
ajis02-2541	277	19	they	they	PRON
ajis02-2541	277	20	could	could	AUX
ajis02-2541	277	21	create	create	VERB
ajis02-2541	277	22	customer	customer	NOUN
ajis02-2541	277	23	value	value	NOUN
ajis02-2541	277	24	proposition	proposition	NOUN
ajis02-2541	277	25	and	and	CCONJ
ajis02-2541	277	26	leverage	leverage	NOUN
ajis02-2541	277	27	the	the	DET
ajis02-2541	277	28	same	same	ADJ
ajis02-2541	277	29	for	for	ADP
ajis02-2541	277	30	monetization	monetization	NOUN
ajis02-2541	277	31	.	.	PUNCT
ajis02-2541	278	1	a2	a2	PROPN
ajis02-2541	278	2	has	have	AUX
ajis02-2541	278	3	opined	opine	VERB
ajis02-2541	278	4	,	,	PUNCT
ajis02-2541	278	5	“	"	PUNCT
ajis02-2541	278	6	data	data	NOUN
ajis02-2541	278	7	monetization	monetization	NOUN
ajis02-2541	278	8	is	be	AUX
ajis02-2541	278	9	an	an	DET
ajis02-2541	278	10	area	area	NOUN
ajis02-2541	278	11	where	where	SCONJ
ajis02-2541	278	12	every	every	DET
ajis02-2541	278	13	organization	organization	NOUN
ajis02-2541	278	14	wants	want	VERB
ajis02-2541	278	15	to	to	PART
ajis02-2541	278	16	get	get	VERB
ajis02-2541	278	17	into	into	ADP
ajis02-2541	278	18	;	;	PUNCT
ajis02-2541	278	19	data	datum	NOUN
ajis02-2541	278	20	is	be	AUX
ajis02-2541	278	21	very	very	ADV
ajis02-2541	278	22	valuable	valuable	ADJ
ajis02-2541	278	23	and	and	CCONJ
ajis02-2541	278	24	not	not	PART
ajis02-2541	278	25	that	that	ADV
ajis02-2541	278	26	easy	easy	ADJ
ajis02-2541	278	27	to	to	PART
ajis02-2541	278	28	get	get	VERB
ajis02-2541	278	29	;	;	PUNCT
ajis02-2541	278	30	now	now	ADV
ajis02-2541	278	31	organizations	organization	NOUN
ajis02-2541	278	32	look	look	VERB
ajis02-2541	278	33	at	at	ADP
ajis02-2541	278	34	–	–	PUNCT
ajis02-2541	278	35	we	we	PRON
ajis02-2541	278	36	have	have	VERB
ajis02-2541	278	37	data	datum	NOUN
ajis02-2541	278	38	now	now	ADV
ajis02-2541	278	39	,	,	PUNCT
ajis02-2541	278	40	and	and	CCONJ
ajis02-2541	278	41	how	how	SCONJ
ajis02-2541	278	42	they	they	PRON
ajis02-2541	278	43	can	can	AUX
ajis02-2541	278	44	make	make	VERB
ajis02-2541	278	45	money	money	NOUN
ajis02-2541	278	46	out	out	ADP
ajis02-2541	278	47	of	of	ADP
ajis02-2541	278	48	it	it	PRON
ajis02-2541	278	49	?	?	PUNCT
ajis02-2541	279	1	something	something	PRON
ajis02-2541	279	2	we	we	PRON
ajis02-2541	279	3	are	be	AUX
ajis02-2541	279	4	looking	look	VERB
ajis02-2541	279	5	into	into	ADP
ajis02-2541	279	6	–	–	PUNCT
ajis02-2541	279	7	of	of	ADP
ajis02-2541	279	8	late	late	ADV
ajis02-2541	279	9	is	be	AUX
ajis02-2541	279	10	‘	'	PUNCT
ajis02-2541	279	11	benchmarking	benchmarke	VERB
ajis02-2541	279	12	’	'	PUNCT
ajis02-2541	279	13	;	;	PUNCT
ajis02-2541	279	14	benchmarking	benchmarke	VERB
ajis02-2541	279	15	is	be	AUX
ajis02-2541	279	16	very	very	ADV
ajis02-2541	279	17	relevant	relevant	ADJ
ajis02-2541	279	18	for	for	ADP
ajis02-2541	279	19	people	people	NOUN
ajis02-2541	279	20	in	in	ADP
ajis02-2541	279	21	health	health	NOUN
ajis02-2541	279	22	-	-	PUNCT
ajis02-2541	279	23	care	care	NOUN
ajis02-2541	279	24	industry	industry	NOUN
ajis02-2541	279	25	;	;	PUNCT
ajis02-2541	279	26	benchmarking	benchmarke	VERB
ajis02-2541	279	27	gives	give	VERB
ajis02-2541	279	28	an	an	DET
ajis02-2541	279	29	idea	idea	NOUN
ajis02-2541	279	30	on	on	ADP
ajis02-2541	279	31	where	where	SCONJ
ajis02-2541	279	32	an	an	DET
ajis02-2541	279	33	organization	organization	NOUN
ajis02-2541	279	34	stands	stand	VERB
ajis02-2541	279	35	with	with	ADP
ajis02-2541	279	36	respect	respect	NOUN
ajis02-2541	279	37	to	to	ADP
ajis02-2541	279	38	various	various	ADJ
ajis02-2541	279	39	parameters	parameter	NOUN
ajis02-2541	279	40	that	that	PRON
ajis02-2541	279	41	are	be	AUX
ajis02-2541	279	42	standardized	standardize	VERB
ajis02-2541	279	43	for	for	ADP
ajis02-2541	279	44	the	the	DET
ajis02-2541	279	45	industry	industry	NOUN
ajis02-2541	279	46	–	–	PUNCT
ajis02-2541	279	47	and	and	CCONJ
ajis02-2541	279	48	gives	give	VERB
ajis02-2541	279	49	an	an	DET
ajis02-2541	279	50	indication	indication	NOUN
ajis02-2541	279	51	of	of	ADP
ajis02-2541	279	52	where	where	SCONJ
ajis02-2541	279	53	the	the	DET
ajis02-2541	279	54	company	company	NOUN
ajis02-2541	279	55	should	should	AUX
ajis02-2541	279	56	focus	focus	VERB
ajis02-2541	279	57	on	on	ADP
ajis02-2541	279	58	;	;	PUNCT
ajis02-2541	279	59	there	there	PRON
ajis02-2541	279	60	are	be	VERB
ajis02-2541	279	61	organizations	organization	NOUN
ajis02-2541	279	62	in	in	ADP
ajis02-2541	279	63	healthcare	healthcare	NOUN
ajis02-2541	279	64	industry	industry	NOUN
ajis02-2541	279	65	,	,	PUNCT
ajis02-2541	279	66	who	who	PRON
ajis02-2541	279	67	collect	collect	VERB
ajis02-2541	279	68	data	datum	NOUN
ajis02-2541	279	69	(	(	PUNCT
ajis02-2541	279	70	from	from	ADP
ajis02-2541	279	71	various	various	ADJ
ajis02-2541	279	72	firms	firm	NOUN
ajis02-2541	279	73	)	)	PUNCT
ajis02-2541	279	74	,	,	PUNCT
ajis02-2541	279	75	these	these	DET
ajis02-2541	279	76	people	people	NOUN
ajis02-2541	279	77	collect	collect	VERB
ajis02-2541	279	78	non	non	ADJ
ajis02-2541	279	79	-	-	ADJ
ajis02-2541	279	80	sensitive	sensitive	ADJ
ajis02-2541	279	81	data	datum	NOUN
ajis02-2541	279	82	,	,	PUNCT
ajis02-2541	279	83	gender	gender	NOUN
ajis02-2541	279	84	data	datum	NOUN
ajis02-2541	279	85	,	,	PUNCT
ajis02-2541	279	86	demographic	demographic	ADJ
ajis02-2541	279	87	data	datum	NOUN
ajis02-2541	279	88	–	–	PUNCT
ajis02-2541	279	89	and	and	CCONJ
ajis02-2541	279	90	start	start	VERB
ajis02-2541	279	91	creating	create	VERB
ajis02-2541	279	92	benchmarks	benchmark	NOUN
ajis02-2541	279	93	with	with	ADP
ajis02-2541	279	94	data	datum	NOUN
ajis02-2541	279	95	;	;	PUNCT
ajis02-2541	279	96	the	the	DET
ajis02-2541	279	97	data	datum	NOUN
ajis02-2541	279	98	can	can	AUX
ajis02-2541	279	99	be	be	AUX
ajis02-2541	279	100	federated	federate	VERB
ajis02-2541	279	101	and	and	CCONJ
ajis02-2541	279	102	third	third	ADJ
ajis02-2541	279	103	-	-	PUNCT
ajis02-2541	279	104	party	party	NOUN
ajis02-2541	279	105	people	people	NOUN
ajis02-2541	279	106	can	can	AUX
ajis02-2541	279	107	bank	bank	VERB
ajis02-2541	279	108	on	on	ADP
ajis02-2541	279	109	the	the	DET
ajis02-2541	279	110	data	datum	NOUN
ajis02-2541	279	111	for	for	ADP
ajis02-2541	279	112	benchmarking	benchmarke	VERB
ajis02-2541	279	113	;	;	PUNCT
ajis02-2541	279	114	that	that	PRON
ajis02-2541	279	115	is	be	AUX
ajis02-2541	279	116	one	one	NUM
ajis02-2541	279	117	way	way	NOUN
ajis02-2541	279	118	of	of	ADP
ajis02-2541	279	119	monetizing	monetizing	NOUN
ajis02-2541	279	120	;	;	PUNCT
ajis02-2541	279	121	this	this	PRON
ajis02-2541	279	122	probably	probably	ADV
ajis02-2541	279	123	would	would	AUX
ajis02-2541	279	124	fall	fall	VERB
ajis02-2541	279	125	into	into	ADP
ajis02-2541	279	126	‘	'	PUNCT
ajis02-2541	279	127	data	datum	NOUN
ajis02-2541	279	128	-	-	PUNCT
ajis02-2541	279	129	as	as	ADP
ajis02-2541	279	130	-	-	PUNCT
ajis02-2541	279	131	a	a	DET
ajis02-2541	279	132	-	-	PUNCT
ajis02-2541	279	133	service	service	NOUN
ajis02-2541	279	134	’	'	PUNCT
ajis02-2541	279	135	model	model	NOUN
ajis02-2541	279	136	as	as	ADV
ajis02-2541	279	137	well	well	ADV
ajis02-2541	279	138	..	..	PUNCT
ajis02-2541	279	139	”	"	PUNCT
ajis02-2541	280	1	(	(	PUNCT
ajis02-2541	280	2	a2	a2	PROPN
ajis02-2541	280	3	,	,	PUNCT
ajis02-2541	280	4	data	datum	NOUN
ajis02-2541	280	5	and	and	CCONJ
ajis02-2541	280	6	solution	solution	NOUN
ajis02-2541	280	7	architect	architect	NOUN
ajis02-2541	280	8	)	)	PUNCT
ajis02-2541	280	9	one	one	NUM
ajis02-2541	280	10	of	of	ADP
ajis02-2541	280	11	the	the	DET
ajis02-2541	280	12	architects	architect	NOUN
ajis02-2541	280	13	has	have	AUX
ajis02-2541	280	14	opined	opine	VERB
ajis02-2541	280	15	on	on	ADP
ajis02-2541	280	16	the	the	DET
ajis02-2541	280	17	data	data	NOUN
ajis02-2541	280	18	-	-	PUNCT
ajis02-2541	280	19	enabled	enable	VERB
ajis02-2541	280	20	value	value	NOUN
ajis02-2541	280	21	creation	creation	NOUN
ajis02-2541	280	22	saying	say	VERB
ajis02-2541	280	23	,	,	PUNCT
ajis02-2541	280	24	“	"	PUNCT
ajis02-2541	280	25	(	(	PUNCT
ajis02-2541	280	26	by	by	ADP
ajis02-2541	280	27	listening	listen	VERB
ajis02-2541	280	28	to	to	ADP
ajis02-2541	280	29	data	datum	NOUN
ajis02-2541	280	30	in	in	ADP
ajis02-2541	280	31	sm	sm	PROPN
ajis02-2541	280	32	and	and	CCONJ
ajis02-2541	280	33	other	other	ADJ
ajis02-2541	280	34	channels	channel	NOUN
ajis02-2541	280	35	)	)	PUNCT
ajis02-2541	280	36	,	,	PUNCT
ajis02-2541	280	37	businesses	business	NOUN
ajis02-2541	280	38	get	get	VERB
ajis02-2541	280	39	more	more	ADV
ajis02-2541	280	40	informed	informed	ADJ
ajis02-2541	280	41	in	in	ADP
ajis02-2541	280	42	terms	term	NOUN
ajis02-2541	280	43	of	of	ADP
ajis02-2541	280	44	what	what	DET
ajis02-2541	280	45	products	product	NOUN
ajis02-2541	280	46	have	have	AUX
ajis02-2541	280	47	to	to	PART
ajis02-2541	280	48	be	be	AUX
ajis02-2541	280	49	developed	develop	VERB
ajis02-2541	280	50	,	,	PUNCT
ajis02-2541	280	51	and	and	CCONJ
ajis02-2541	280	52	how	how	SCONJ
ajis02-2541	280	53	they	they	PRON
ajis02-2541	280	54	have	have	VERB
ajis02-2541	280	55	to	to	PART
ajis02-2541	280	56	be	be	AUX
ajis02-2541	280	57	positioned	position	VERB
ajis02-2541	280	58	…	…	PUNCT
ajis02-2541	280	59	if	if	SCONJ
ajis02-2541	280	60	you	you	PRON
ajis02-2541	280	61	provided	provide	VERB
ajis02-2541	280	62	targeted	target	VERB
ajis02-2541	280	63	discounts	discount	NOUN
ajis02-2541	280	64	,	,	PUNCT
ajis02-2541	280	65	people	people	NOUN
ajis02-2541	280	66	tend	tend	VERB
ajis02-2541	280	67	to	to	PART
ajis02-2541	280	68	buy	buy	VERB
ajis02-2541	280	69	more	more	ADJ
ajis02-2541	280	70	;	;	PUNCT
ajis02-2541	280	71	..	..	PUNCT
ajis02-2541	280	72	people	people	NOUN
ajis02-2541	280	73	tend	tend	VERB
ajis02-2541	280	74	to	to	PART
ajis02-2541	280	75	buy	buy	VERB
ajis02-2541	280	76	more	more	ADJ
ajis02-2541	280	77	as	as	SCONJ
ajis02-2541	280	78	there	there	PRON
ajis02-2541	280	79	is	be	VERB
ajis02-2541	280	80	a	a	DET
ajis02-2541	280	81	discount	discount	NOUN
ajis02-2541	280	82	which	which	PRON
ajis02-2541	280	83	in	in	ADP
ajis02-2541	280	84	turn	turn	NOUN
ajis02-2541	280	85	increases	increase	VERB
ajis02-2541	280	86	sales	sale	NOUN
ajis02-2541	280	87	.	.	PUNCT
ajis02-2541	281	1	if	if	SCONJ
ajis02-2541	281	2	you	you	PRON
ajis02-2541	281	3	look	look	VERB
ajis02-2541	281	4	at	at	ADP
ajis02-2541	281	5	a	a	DET
ajis02-2541	281	6	data	data	NOUN
ajis02-2541	281	7	warehouse	warehouse	NOUN
ajis02-2541	281	8	,	,	PUNCT
ajis02-2541	281	9	it	it	PRON
ajis02-2541	281	10	helps	help	VERB
ajis02-2541	281	11	–	–	PUNCT
ajis02-2541	281	12	and	and	CCONJ
ajis02-2541	281	13	gives	give	VERB
ajis02-2541	281	14	directions	direction	NOUN
ajis02-2541	281	15	to	to	ADP
ajis02-2541	281	16	salespeople	salesperson	NOUN
ajis02-2541	281	17	on	on	ADP
ajis02-2541	281	18	what	what	PRON
ajis02-2541	281	19	to	to	PART
ajis02-2541	281	20	do	do	AUX
ajis02-2541	281	21	(	(	PUNCT
ajis02-2541	281	22	which	which	DET
ajis02-2541	281	23	product	product	NOUN
ajis02-2541	281	24	to	to	PART
ajis02-2541	281	25	develop	develop	VERB
ajis02-2541	281	26	)	)	PUNCT
ajis02-2541	281	27	,	,	PUNCT
ajis02-2541	281	28	when	when	SCONJ
ajis02-2541	281	29	and	and	CCONJ
ajis02-2541	281	30	where	where	SCONJ
ajis02-2541	281	31	(	(	PUNCT
ajis02-2541	281	32	positioning	positioning	NOUN
ajis02-2541	281	33	in	in	ADP
ajis02-2541	281	34	different	different	ADJ
ajis02-2541	281	35	markets	market	NOUN
ajis02-2541	281	36	)	)	PUNCT
ajis02-2541	281	37	?	?	PUNCT
ajis02-2541	281	38	”	"	PUNCT
ajis02-2541	282	1	(	(	PUNCT
ajis02-2541	282	2	a1	a1	NOUN
ajis02-2541	282	3	,	,	PUNCT
ajis02-2541	282	4	senior	senior	ADJ
ajis02-2541	282	5	data	data	NOUN
ajis02-2541	282	6	architect	architect	NOUN
ajis02-2541	282	7	)	)	PUNCT
ajis02-2541	282	8	firms	firm	NOUN
ajis02-2541	282	9	have	have	AUX
ajis02-2541	282	10	deployed	deploy	VERB
ajis02-2541	282	11	self	self	NOUN
ajis02-2541	282	12	-	-	PUNCT
ajis02-2541	282	13	service	service	NOUN
ajis02-2541	282	14	business	business	NOUN
ajis02-2541	282	15	intelligence	intelligence	NOUN
ajis02-2541	282	16	tools	tool	NOUN
ajis02-2541	282	17	for	for	ADP
ajis02-2541	282	18	doing	do	VERB
ajis02-2541	282	19	explorative	explorative	ADJ
ajis02-2541	282	20	data	datum	NOUN
ajis02-2541	282	21	analysis	analysis	NOUN
ajis02-2541	282	22	.	.	PUNCT
ajis02-2541	283	1	the	the	DET
ajis02-2541	283	2	information	information	NOUN
ajis02-2541	283	3	visualization	visualization	NOUN
ajis02-2541	283	4	tools	tool	NOUN
ajis02-2541	283	5	support	support	VERB
ajis02-2541	283	6	a	a	DET
ajis02-2541	283	7	variety	variety	NOUN
ajis02-2541	283	8	of	of	ADP
ajis02-2541	283	9	analysis	analysis	NOUN
ajis02-2541	283	10	such	such	ADJ
ajis02-2541	283	11	as	as	ADP
ajis02-2541	283	12	what	what	PRON
ajis02-2541	283	13	-	-	PUNCT
ajis02-2541	283	14	if	if	SCONJ
ajis02-2541	283	15	analysis	analysis	NOUN
ajis02-2541	283	16	,	,	PUNCT
ajis02-2541	283	17	scenario	scenario	NOUN
ajis02-2541	283	18	analysis	analysis	NOUN
ajis02-2541	283	19	,	,	PUNCT
ajis02-2541	283	20	correlation	correlation	NOUN
ajis02-2541	283	21	analysis	analysis	NOUN
ajis02-2541	283	22	,	,	PUNCT
ajis02-2541	283	23	and	and	CCONJ
ajis02-2541	283	24	enable	enable	VERB
ajis02-2541	283	25	business	business	NOUN
ajis02-2541	283	26	users	user	NOUN
ajis02-2541	283	27	to	to	PART
ajis02-2541	283	28	understand	understand	VERB
ajis02-2541	283	29	business	business	NOUN
ajis02-2541	283	30	kpi	kpi	PROPN
ajis02-2541	283	31	in	in	ADP
ajis02-2541	283	32	a	a	DET
ajis02-2541	283	33	better	well	ADJ
ajis02-2541	283	34	way	way	NOUN
ajis02-2541	283	35	.	.	PUNCT
ajis02-2541	284	1	the	the	DET
ajis02-2541	284	2	new	new	ADJ
ajis02-2541	284	3	generation	generation	NOUN
ajis02-2541	284	4	data	data	VERB
ajis02-2541	284	5	explorative	explorative	ADJ
ajis02-2541	284	6	tools	tool	NOUN
ajis02-2541	284	7	are	be	AUX
ajis02-2541	284	8	more	more	ADV
ajis02-2541	284	9	tuned	tune	VERB
ajis02-2541	284	10	for	for	ADP
ajis02-2541	284	11	business	business	NOUN
ajis02-2541	284	12	use	use	NOUN
ajis02-2541	284	13	than	than	SCONJ
ajis02-2541	284	14	for	for	SCONJ
ajis02-2541	284	15	it	it	PRON
ajis02-2541	284	16	use	use	VERB
ajis02-2541	284	17	,	,	PUNCT
ajis02-2541	284	18	and	and	CCONJ
ajis02-2541	284	19	engage	engage	VERB
ajis02-2541	284	20	customers	customer	NOUN
ajis02-2541	284	21	more	more	ADV
ajis02-2541	284	22	efficiently	efficiently	ADV
ajis02-2541	284	23	than	than	ADP
ajis02-2541	284	24	the	the	DET
ajis02-2541	284	25	previous	previous	ADJ
ajis02-2541	284	26	generation	generation	NOUN
ajis02-2541	284	27	reporting	reporting	NOUN
ajis02-2541	284	28	tools	tool	NOUN
ajis02-2541	284	29	.	.	PUNCT
ajis02-2541	285	1	the	the	DET
ajis02-2541	285	2	inferences	inference	NOUN
ajis02-2541	285	3	on	on	ADP
ajis02-2541	285	4	value	value	NOUN
ajis02-2541	285	5	creation	creation	NOUN
ajis02-2541	285	6	and	and	CCONJ
ajis02-2541	285	7	value	value	NOUN
ajis02-2541	285	8	delivery	delivery	NOUN
ajis02-2541	285	9	are	be	AUX
ajis02-2541	285	10	aptly	aptly	ADV
ajis02-2541	285	11	summarized	summarize	VERB
ajis02-2541	285	12	by	by	ADP
ajis02-2541	285	13	one	one	NUM
ajis02-2541	285	14	of	of	ADP
ajis02-2541	285	15	the	the	DET
ajis02-2541	285	16	interviewees	interviewee	NOUN
ajis02-2541	285	17	:	:	PUNCT
ajis02-2541	285	18	“	"	PUNCT
ajis02-2541	285	19	you	you	PRON
ajis02-2541	285	20	provide	provide	VERB
ajis02-2541	285	21	value	value	NOUN
ajis02-2541	285	22	-	-	PUNCT
ajis02-2541	285	23	add	add	VERB
ajis02-2541	285	24	like	like	ADP
ajis02-2541	285	25	self	self	NOUN
ajis02-2541	285	26	-	-	PUNCT
ajis02-2541	285	27	service	service	NOUN
ajis02-2541	285	28	reports	report	NOUN
ajis02-2541	285	29	(	(	PUNCT
ajis02-2541	285	30	to	to	ADP
ajis02-2541	285	31	business	business	NOUN
ajis02-2541	285	32	users	user	NOUN
ajis02-2541	285	33	)	)	PUNCT
ajis02-2541	285	34	,	,	PUNCT
ajis02-2541	285	35	real	real	ADJ
ajis02-2541	285	36	-	-	PUNCT
ajis02-2541	285	37	time	time	NOUN
ajis02-2541	285	38	analysis	analysis	NOUN
ajis02-2541	285	39	,	,	PUNCT
ajis02-2541	285	40	help	help	VERB
ajis02-2541	285	41	customers	customer	NOUN
ajis02-2541	285	42	in	in	ADP
ajis02-2541	285	43	their	their	PRON
ajis02-2541	285	44	product	product	NOUN
ajis02-2541	285	45	launch	launch	NOUN
ajis02-2541	285	46	,	,	PUNCT
ajis02-2541	285	47	product	product	NOUN
ajis02-2541	285	48	positioning	positioning	NOUN
ajis02-2541	285	49	,	,	PUNCT
ajis02-2541	285	50	enhancing	enhance	VERB
ajis02-2541	285	51	your	your	PRON
ajis02-2541	285	52	target	target	NOUN
ajis02-2541	285	53	market	market	NOUN
ajis02-2541	285	54	reach	reach	VERB
ajis02-2541	285	55	those	those	PRON
ajis02-2541	285	56	are	be	AUX
ajis02-2541	285	57	your	your	PRON
ajis02-2541	285	58	monetization	monetization	NOUN
ajis02-2541	285	59	opportunities	opportunity	NOUN
ajis02-2541	285	60	;	;	PUNCT
ajis02-2541	285	61	internally	internally	ADV
ajis02-2541	285	62	,	,	PUNCT
ajis02-2541	285	63	you	you	PRON
ajis02-2541	285	64	use	use	VERB
ajis02-2541	285	65	data	data	NOUN
ajis02-2541	285	66	-	-	PUNCT
ajis02-2541	285	67	driven	drive	VERB
ajis02-2541	285	68	decisions	decision	NOUN
ajis02-2541	285	69	to	to	PART
ajis02-2541	285	70	improvise	improvise	VERB
ajis02-2541	285	71	your	your	PRON
ajis02-2541	285	72	operational	operational	ADJ
ajis02-2541	285	73	metrics	metric	NOUN
ajis02-2541	285	74	;	;	PUNCT
ajis02-2541	285	75	that	that	PRON
ajis02-2541	285	76	is	be	AUX
ajis02-2541	285	77	your	your	PRON
ajis02-2541	285	78	cost	cost	NOUN
ajis02-2541	285	79	saving	saving	NOUN
ajis02-2541	285	80	opportunities	opportunity	NOUN
ajis02-2541	285	81	;	;	PUNCT
ajis02-2541	285	82	any	any	DET
ajis02-2541	285	83	data	data	NOUN
ajis02-2541	285	84	-	-	PUNCT
ajis02-2541	285	85	driven	drive	VERB
ajis02-2541	285	86	initiatives	initiative	NOUN
ajis02-2541	285	87	(	(	PUNCT
ajis02-2541	285	88	value	value	NOUN
ajis02-2541	285	89	propositions	proposition	NOUN
ajis02-2541	285	90	)	)	PUNCT
ajis02-2541	285	91	help	help	VERB
ajis02-2541	285	92	you	you	PRON
ajis02-2541	285	93	on	on	ADP
ajis02-2541	285	94	two	two	NUM
ajis02-2541	285	95	fronts	front	NOUN
ajis02-2541	285	96	:	:	PUNCT
ajis02-2541	285	97	open	open	ADJ
ajis02-2541	285	98	(	(	PUNCT
ajis02-2541	285	99	enables	enable	NOUN
ajis02-2541	285	100	)	)	PUNCT
ajis02-2541	285	101	new	new	ADJ
ajis02-2541	285	102	avenues	avenue	NOUN
ajis02-2541	285	103	for	for	ADP
ajis02-2541	285	104	revenue	revenue	NOUN
ajis02-2541	285	105	(	(	PUNCT
ajis02-2541	285	106	additional	additional	ADJ
ajis02-2541	285	107	revenue	revenue	NOUN
ajis02-2541	285	108	generation	generation	NOUN
ajis02-2541	285	109	)	)	PUNCT
ajis02-2541	285	110	,	,	PUNCT
ajis02-2541	285	111	and	and	CCONJ
ajis02-2541	285	112	cost	cost	NOUN
ajis02-2541	285	113	-	-	PUNCT
ajis02-2541	285	114	saving	save	VERB
ajis02-2541	285	115	opportunities	opportunity	NOUN
ajis02-2541	285	116	by	by	ADP
ajis02-2541	285	117	process	process	NOUN
ajis02-2541	285	118	optimization	optimization	NOUN
ajis02-2541	285	119	;	;	PUNCT
ajis02-2541	285	120	and	and	CCONJ
ajis02-2541	285	121	by	by	ADP
ajis02-2541	285	122	doing	do	VERB
ajis02-2541	285	123	your	your	PRON
ajis02-2541	285	124	data	data	NOUN
ajis02-2541	285	125	management	management	NOUN
ajis02-2541	285	126	the	the	DET
ajis02-2541	285	127	right	right	ADJ
ajis02-2541	285	128	way	way	NOUN
ajis02-2541	285	129	–	–	PUNCT
ajis02-2541	285	130	you	you	PRON
ajis02-2541	285	131	get	get	VERB
ajis02-2541	285	132	to	to	PART
ajis02-2541	285	133	benefit	benefit	VERB
ajis02-2541	285	134	from	from	ADP
ajis02-2541	285	135	both	both	DET
ajis02-2541	285	136	ends	end	NOUN
ajis02-2541	285	137	(	(	PUNCT
ajis02-2541	285	138	revenue	revenue	NOUN
ajis02-2541	285	139	generation	generation	NOUN
ajis02-2541	285	140	and	and	CCONJ
ajis02-2541	285	141	cost	cost	NOUN
ajis02-2541	285	142	cutting	cutting	NOUN
ajis02-2541	285	143	)	)	PUNCT
ajis02-2541	285	144	;	;	PUNCT
ajis02-2541	285	145	”	"	PUNCT
ajis02-2541	285	146	(	(	PUNCT
ajis02-2541	285	147	a3	a3	NOUN
ajis02-2541	285	148	,	,	PUNCT
ajis02-2541	285	149	data	datum	NOUN
ajis02-2541	285	150	architect	architect	NOUN
ajis02-2541	285	151	)	)	PUNCT
ajis02-2541	285	152	australasian	australasian	ADJ
ajis02-2541	285	153	journal	journal	NOUN
ajis02-2541	285	154	of	of	ADP
ajis02-2541	285	155	information	information	NOUN
ajis02-2541	285	156	systems	system	NOUN
ajis02-2541	285	157	balakrishnan	balakrishnan	PROPN
ajis02-2541	285	158	,	,	PUNCT
ajis02-2541	285	159	das	das	PROPN
ajis02-2541	285	160	&	&	CCONJ
ajis02-2541	285	161	chattopadhyay	chattopadhyay	PROPN
ajis02-2541	285	162	2020	2020	NUM
ajis02-2541	285	163	,	,	PUNCT
ajis02-2541	285	164	vol	vol	NOUN
ajis02-2541	285	165	24	24	NUM
ajis02-2541	285	166	,	,	PUNCT
ajis02-2541	285	167	research	research	NOUN
ajis02-2541	285	168	article	article	NOUN
ajis02-2541	285	169	implementing	implement	VERB
ajis02-2541	285	170	data	datum	NOUN
ajis02-2541	285	171	strategy	strategy	NOUN
ajis02-2541	285	172	18	18	NUM
ajis02-2541	285	173	the	the	DET
ajis02-2541	285	174	findings	finding	NOUN
ajis02-2541	285	175	from	from	ADP
ajis02-2541	285	176	this	this	DET
ajis02-2541	285	177	study	study	NOUN
ajis02-2541	285	178	resonate	resonate	VERB
ajis02-2541	285	179	with	with	ADP
ajis02-2541	285	180	the	the	DET
ajis02-2541	285	181	ideas	idea	NOUN
ajis02-2541	285	182	of	of	ADP
ajis02-2541	285	183	using	use	VERB
ajis02-2541	285	184	data	data	NOUN
ajis02-2541	285	185	-	-	PUNCT
ajis02-2541	285	186	driven	drive	VERB
ajis02-2541	285	187	decisions	decision	NOUN
ajis02-2541	285	188	for	for	ADP
ajis02-2541	285	189	process	process	NOUN
ajis02-2541	285	190	optimization	optimization	NOUN
ajis02-2541	285	191	and	and	CCONJ
ajis02-2541	285	192	value	value	NOUN
ajis02-2541	285	193	creation	creation	NOUN
ajis02-2541	285	194	that	that	PRON
ajis02-2541	285	195	are	be	AUX
ajis02-2541	285	196	presented	present	VERB
ajis02-2541	285	197	in	in	ADP
ajis02-2541	285	198	various	various	ADJ
ajis02-2541	285	199	other	other	ADJ
ajis02-2541	285	200	studies	study	NOUN
ajis02-2541	285	201	.	.	PUNCT
ajis02-2541	286	1	furthermore	furthermore	ADV
ajis02-2541	286	2	,	,	PUNCT
ajis02-2541	286	3	this	this	DET
ajis02-2541	286	4	study	study	NOUN
ajis02-2541	286	5	highlights	highlight	NOUN
ajis02-2541	286	6	options	option	NOUN
ajis02-2541	286	7	for	for	ADP
ajis02-2541	286	8	data	data	NOUN
ajis02-2541	286	9	-	-	PUNCT
ajis02-2541	286	10	enabled	enable	VERB
ajis02-2541	286	11	new	new	ADJ
ajis02-2541	286	12	value	value	NOUN
ajis02-2541	286	13	creation	creation	NOUN
ajis02-2541	286	14	and	and	CCONJ
ajis02-2541	286	15	revenue	revenue	NOUN
ajis02-2541	286	16	generation	generation	NOUN
ajis02-2541	286	17	opportunities	opportunity	NOUN
ajis02-2541	286	18	such	such	ADJ
ajis02-2541	286	19	as	as	ADP
ajis02-2541	286	20	building	build	VERB
ajis02-2541	286	21	data	datum	NOUN
ajis02-2541	286	22	-	-	PUNCT
ajis02-2541	286	23	as	as	ADP
ajis02-2541	286	24	-	-	PUNCT
ajis02-2541	286	25	a	a	DET
ajis02-2541	286	26	-	-	PUNCT
ajis02-2541	286	27	service	service	NOUN
ajis02-2541	286	28	model	model	NOUN
ajis02-2541	286	29	.	.	PUNCT
ajis02-2541	287	1	4.5	4.5	NUM
ajis02-2541	287	2	other	other	ADJ
ajis02-2541	287	3	critical	critical	ADJ
ajis02-2541	287	4	considerations	consideration	NOUN
ajis02-2541	287	5	:	:	PUNCT
ajis02-2541	287	6	data	datum	NOUN
ajis02-2541	287	7	quality	quality	NOUN
ajis02-2541	287	8	,	,	PUNCT
ajis02-2541	287	9	data	datum	NOUN
ajis02-2541	287	10	security	security	NOUN
ajis02-2541	287	11	and	and	CCONJ
ajis02-2541	287	12	business	business	NOUN
ajis02-2541	287	13	continuity	continuity	NOUN
ajis02-2541	287	14	the	the	DET
ajis02-2541	287	15	organization	organization	NOUN
ajis02-2541	287	16	’s	’s	PART
ajis02-2541	287	17	ability	ability	NOUN
ajis02-2541	287	18	to	to	PART
ajis02-2541	287	19	create	create	VERB
ajis02-2541	287	20	a	a	DET
ajis02-2541	287	21	data	data	NOUN
ajis02-2541	287	22	-	-	PUNCT
ajis02-2541	287	23	driven	drive	VERB
ajis02-2541	287	24	value	value	NOUN
ajis02-2541	287	25	proposition	proposition	NOUN
ajis02-2541	287	26	is	be	AUX
ajis02-2541	287	27	severely	severely	ADV
ajis02-2541	287	28	impacted	impact	VERB
ajis02-2541	287	29	by	by	ADP
ajis02-2541	287	30	low	low	ADJ
ajis02-2541	287	31	-	-	PUNCT
ajis02-2541	287	32	quality	quality	NOUN
ajis02-2541	287	33	data	datum	NOUN
ajis02-2541	287	34	.	.	PUNCT
ajis02-2541	288	1	organizations	organization	NOUN
ajis02-2541	288	2	strive	strive	VERB
ajis02-2541	288	3	hard	hard	ADV
ajis02-2541	288	4	to	to	PART
ajis02-2541	288	5	strengthen	strengthen	VERB
ajis02-2541	288	6	the	the	DET
ajis02-2541	288	7	quality	quality	NOUN
ajis02-2541	288	8	of	of	ADP
ajis02-2541	288	9	data	datum	NOUN
ajis02-2541	288	10	used	use	VERB
ajis02-2541	288	11	for	for	ADP
ajis02-2541	288	12	building	build	VERB
ajis02-2541	288	13	edw	edw	PROPN
ajis02-2541	288	14	.	.	PUNCT
ajis02-2541	289	1	a	a	DET
ajis02-2541	289	2	slang	slang	ADJ
ajis02-2541	289	3	expression	expression	NOUN
ajis02-2541	289	4	‘	'	PUNCT
ajis02-2541	289	5	garbage	garbage	NOUN
ajis02-2541	289	6	in	in	ADV
ajis02-2541	289	7	,	,	PUNCT
ajis02-2541	289	8	garbage	garbage	NOUN
ajis02-2541	289	9	out	out	ADP
ajis02-2541	289	10	(	(	PUNCT
ajis02-2541	289	11	gigo	gigo	PROPN
ajis02-2541	289	12	)	)	PUNCT
ajis02-2541	289	13	’	'	PUNCT
ajis02-2541	289	14	(	(	PUNCT
ajis02-2541	289	15	techopedia	techopedia	NOUN
ajis02-2541	289	16	,	,	PUNCT
ajis02-2541	289	17	2011	2011	NUM
ajis02-2541	289	18	)	)	PUNCT
ajis02-2541	289	19	refers	refer	VERB
ajis02-2541	289	20	to	to	ADP
ajis02-2541	289	21	inaccurate	inaccurate	ADJ
ajis02-2541	289	22	results	result	NOUN
ajis02-2541	289	23	due	due	ADP
ajis02-2541	289	24	to	to	ADP
ajis02-2541	289	25	erroneous	erroneous	ADJ
ajis02-2541	289	26	input	input	NOUN
ajis02-2541	289	27	data	datum	NOUN
ajis02-2541	289	28	.	.	PUNCT
ajis02-2541	290	1	data	datum	NOUN
ajis02-2541	290	2	governance	governance	NOUN
ajis02-2541	290	3	mechanisms	mechanism	NOUN
ajis02-2541	290	4	make	make	VERB
ajis02-2541	290	5	sure	sure	ADJ
ajis02-2541	290	6	that	that	SCONJ
ajis02-2541	290	7	the	the	DET
ajis02-2541	290	8	data	datum	NOUN
ajis02-2541	290	9	entered	enter	VERB
ajis02-2541	290	10	into	into	ADP
ajis02-2541	290	11	both	both	CCONJ
ajis02-2541	290	12	transactional	transactional	ADJ
ajis02-2541	290	13	systems	system	NOUN
ajis02-2541	290	14	and	and	CCONJ
ajis02-2541	290	15	reporting	reporting	NOUN
ajis02-2541	290	16	systems	system	NOUN
ajis02-2541	290	17	are	be	AUX
ajis02-2541	290	18	valid	valid	ADJ
ajis02-2541	290	19	,	,	PUNCT
ajis02-2541	290	20	valuable	valuable	ADJ
ajis02-2541	290	21	,	,	PUNCT
ajis02-2541	290	22	safe	safe	ADJ
ajis02-2541	290	23	and	and	CCONJ
ajis02-2541	290	24	could	could	AUX
ajis02-2541	290	25	be	be	AUX
ajis02-2541	290	26	used	use	VERB
ajis02-2541	290	27	effectively	effectively	ADV
ajis02-2541	290	28	for	for	ADP
ajis02-2541	290	29	decision	decision	NOUN
ajis02-2541	290	30	making	making	NOUN
ajis02-2541	290	31	.	.	PUNCT
ajis02-2541	291	1	one	one	NUM
ajis02-2541	291	2	of	of	ADP
ajis02-2541	291	3	the	the	DET
ajis02-2541	291	4	subject	subject	NOUN
ajis02-2541	291	5	matter	matter	NOUN
ajis02-2541	291	6	experts	expert	NOUN
ajis02-2541	291	7	has	have	VERB
ajis02-2541	291	8	to	to	PART
ajis02-2541	291	9	say	say	VERB
ajis02-2541	291	10	this	this	PRON
ajis02-2541	291	11	,	,	PUNCT
ajis02-2541	291	12	when	when	SCONJ
ajis02-2541	291	13	queried	query	VERB
ajis02-2541	291	14	on	on	ADP
ajis02-2541	291	15	the	the	DET
ajis02-2541	291	16	aspects	aspect	NOUN
ajis02-2541	291	17	of	of	ADP
ajis02-2541	291	18	data	data	NOUN
ajis02-2541	291	19	governance	governance	NOUN
ajis02-2541	291	20	:	:	PUNCT
ajis02-2541	291	21	“	"	PUNCT
ajis02-2541	291	22	implementing	implement	VERB
ajis02-2541	291	23	master	master	NOUN
ajis02-2541	291	24	data	datum	NOUN
ajis02-2541	291	25	management	management	NOUN
ajis02-2541	291	26	,	,	PUNCT
ajis02-2541	291	27	cleansing	cleanse	VERB
ajis02-2541	291	28	rules	rule	NOUN
ajis02-2541	291	29	for	for	ADP
ajis02-2541	291	30	data	data	NOUN
ajis02-2541	291	31	,	,	PUNCT
ajis02-2541	291	32	business	business	NOUN
ajis02-2541	291	33	rules	rule	NOUN
ajis02-2541	291	34	for	for	ADP
ajis02-2541	291	35	data	datum	NOUN
ajis02-2541	291	36	validation	validation	NOUN
ajis02-2541	291	37	,	,	PUNCT
ajis02-2541	291	38	implementing	implement	VERB
ajis02-2541	291	39	maker	maker	NOUN
ajis02-2541	291	40	-	-	PUNCT
ajis02-2541	291	41	checker	checker	NOUN
ajis02-2541	291	42	for	for	ADP
ajis02-2541	291	43	enforcing	enforce	VERB
ajis02-2541	291	44	transactional	transactional	ADJ
ajis02-2541	291	45	integrity	integrity	NOUN
ajis02-2541	291	46	,	,	PUNCT
ajis02-2541	291	47	data	datum	NOUN
ajis02-2541	291	48	backups	backup	NOUN
ajis02-2541	291	49	and	and	CCONJ
ajis02-2541	291	50	archival	archival	NOUN
ajis02-2541	291	51	based	base	VERB
ajis02-2541	291	52	on	on	ADP
ajis02-2541	291	53	business	business	NOUN
ajis02-2541	291	54	rules	rule	NOUN
ajis02-2541	291	55	at	at	ADP
ajis02-2541	291	56	stipulated	stipulate	VERB
ajis02-2541	291	57	time	time	NOUN
ajis02-2541	291	58	periods	period	NOUN
ajis02-2541	291	59	–	–	PUNCT
ajis02-2541	291	60	all	all	PRON
ajis02-2541	291	61	are	be	AUX
ajis02-2541	291	62	part	part	NOUN
ajis02-2541	291	63	of	of	ADP
ajis02-2541	291	64	data	datum	NOUN
ajis02-2541	291	65	governance	governance	NOUN
ajis02-2541	291	66	mechanisms	mechanism	NOUN
ajis02-2541	291	67	;	;	PUNCT
ajis02-2541	291	68	an	an	DET
ajis02-2541	291	69	organization	organization	NOUN
ajis02-2541	291	70	has	have	VERB
ajis02-2541	291	71	to	to	PART
ajis02-2541	291	72	look	look	VERB
ajis02-2541	291	73	at	at	ADP
ajis02-2541	291	74	these	these	DET
ajis02-2541	291	75	things	thing	NOUN
ajis02-2541	291	76	holistically	holistically	ADV
ajis02-2541	291	77	–	–	PUNCT
ajis02-2541	291	78	to	to	PART
ajis02-2541	291	79	set	set	VERB
ajis02-2541	291	80	up	up	ADP
ajis02-2541	291	81	their	their	PRON
ajis02-2541	291	82	governance	governance	NOUN
ajis02-2541	291	83	mechanisms	mechanism	NOUN
ajis02-2541	291	84	for	for	ADP
ajis02-2541	291	85	ensuring	ensure	VERB
ajis02-2541	291	86	‘	'	PUNCT
ajis02-2541	291	87	clean	clean	ADJ
ajis02-2541	291	88	data	datum	NOUN
ajis02-2541	291	89	’	'	PUNCT
ajis02-2541	291	90	;	;	PUNCT
ajis02-2541	291	91	”	"	PUNCT
ajis02-2541	291	92	(	(	PUNCT
ajis02-2541	291	93	a3	a3	NOUN
ajis02-2541	291	94	,	,	PUNCT
ajis02-2541	291	95	data	datum	NOUN
ajis02-2541	291	96	architect	architect	NOUN
ajis02-2541	291	97	)	)	PUNCT
ajis02-2541	291	98	organizations	organization	NOUN
ajis02-2541	291	99	have	have	VERB
ajis02-2541	291	100	to	to	PART
ajis02-2541	291	101	comply	comply	VERB
ajis02-2541	291	102	with	with	ADP
ajis02-2541	291	103	stringent	stringent	ADJ
ajis02-2541	291	104	data	datum	NOUN
ajis02-2541	291	105	security	security	NOUN
ajis02-2541	291	106	mandates	mandate	NOUN
ajis02-2541	291	107	,	,	PUNCT
ajis02-2541	291	108	and	and	CCONJ
ajis02-2541	291	109	one	one	NUM
ajis02-2541	291	110	of	of	ADP
ajis02-2541	291	111	the	the	DET
ajis02-2541	291	112	rules	rule	NOUN
ajis02-2541	291	113	imposed	impose	VERB
ajis02-2541	291	114	by	by	ADP
ajis02-2541	291	115	sarbanes	sarbane	NOUN
ajis02-2541	291	116	-	-	PUNCT
ajis02-2541	291	117	oxley	oxley	PROPN
ajis02-2541	291	118	(	(	PUNCT
ajis02-2541	291	119	sox	sox	PROPN
ajis02-2541	291	120	)	)	PUNCT
ajis02-2541	291	121	considers	consider	VERB
ajis02-2541	291	122	encryption	encryption	NOUN
ajis02-2541	291	123	as	as	ADP
ajis02-2541	291	124	a	a	DET
ajis02-2541	291	125	critical	critical	ADJ
ajis02-2541	291	126	security	security	NOUN
ajis02-2541	291	127	control	control	NOUN
ajis02-2541	291	128	,	,	PUNCT
ajis02-2541	291	129	and	and	CCONJ
ajis02-2541	291	130	one	one	NUM
ajis02-2541	291	131	of	of	ADP
ajis02-2541	291	132	the	the	DET
ajis02-2541	291	133	best	good	ADJ
ajis02-2541	291	134	practices	practice	NOUN
ajis02-2541	291	135	,	,	PUNCT
ajis02-2541	291	136	for	for	ADP
ajis02-2541	291	137	both	both	PRON
ajis02-2541	291	138	data	datum	NOUN
ajis02-2541	291	139	-	-	PUNCT
ajis02-2541	291	140	at	at	ADP
ajis02-2541	291	141	-	-	PUNCT
ajis02-2541	291	142	rest	rest	NOUN
ajis02-2541	291	143	,	,	PUNCT
ajis02-2541	291	144	and	and	CCONJ
ajis02-2541	291	145	data	datum	NOUN
ajis02-2541	291	146	-	-	PUNCT
ajis02-2541	291	147	in	in	ADP
ajis02-2541	291	148	-	-	PUNCT
ajis02-2541	291	149	transit	transit	NOUN
ajis02-2541	291	150	(	(	PUNCT
ajis02-2541	291	151	mcafee	mcafee	NOUN
ajis02-2541	291	152	,	,	PUNCT
ajis02-2541	291	153	2019	2019	NUM
ajis02-2541	291	154	)	)	PUNCT
ajis02-2541	291	155	.	.	PUNCT
ajis02-2541	292	1	this	this	PRON
ajis02-2541	292	2	implies	imply	VERB
ajis02-2541	292	3	that	that	SCONJ
ajis02-2541	292	4	all	all	DET
ajis02-2541	292	5	types	type	NOUN
ajis02-2541	292	6	of	of	ADP
ajis02-2541	292	7	data	datum	NOUN
ajis02-2541	292	8	residing	reside	VERB
ajis02-2541	292	9	in	in	ADP
ajis02-2541	292	10	enterprise	enterprise	NOUN
ajis02-2541	292	11	systems	system	NOUN
ajis02-2541	292	12	within	within	ADP
ajis02-2541	292	13	the	the	DET
ajis02-2541	292	14	organization	organization	NOUN
ajis02-2541	292	15	,	,	PUNCT
ajis02-2541	292	16	have	have	VERB
ajis02-2541	292	17	to	to	PART
ajis02-2541	292	18	be	be	AUX
ajis02-2541	292	19	encrypted	encrypt	VERB
ajis02-2541	292	20	.	.	PUNCT
ajis02-2541	293	1	data	datum	NOUN
ajis02-2541	293	2	encryption	encryption	NOUN
ajis02-2541	293	3	happens	happen	VERB
ajis02-2541	293	4	at	at	ADP
ajis02-2541	293	5	the	the	DET
ajis02-2541	293	6	database	database	NOUN
ajis02-2541	293	7	level	level	NOUN
ajis02-2541	293	8	or	or	CCONJ
ajis02-2541	293	9	the	the	DET
ajis02-2541	293	10	hardware	hardware	NOUN
ajis02-2541	293	11	level	level	NOUN
ajis02-2541	293	12	.	.	PUNCT
ajis02-2541	294	1	organizations	organization	NOUN
ajis02-2541	294	2	could	could	AUX
ajis02-2541	294	3	choose	choose	VERB
ajis02-2541	294	4	to	to	PART
ajis02-2541	294	5	encrypt	encrypt	VERB
ajis02-2541	294	6	entire	entire	ADJ
ajis02-2541	294	7	databases	database	NOUN
ajis02-2541	294	8	such	such	ADJ
ajis02-2541	294	9	as	as	ADP
ajis02-2541	294	10	mongodb	mongodb	NOUN
ajis02-2541	294	11	or	or	CCONJ
ajis02-2541	294	12	oracle	oracle	NOUN
ajis02-2541	294	13	hosting	host	VERB
ajis02-2541	294	14	transactional	transactional	ADJ
ajis02-2541	294	15	applications	application	NOUN
ajis02-2541	294	16	.	.	PUNCT
ajis02-2541	295	1	the	the	DET
ajis02-2541	295	2	encryption	encryption	NOUN
ajis02-2541	295	3	at	at	ADP
ajis02-2541	295	4	the	the	DET
ajis02-2541	295	5	database	database	NOUN
ajis02-2541	295	6	level	level	NOUN
ajis02-2541	295	7	is	be	AUX
ajis02-2541	295	8	preferred	prefer	VERB
ajis02-2541	295	9	over	over	ADP
ajis02-2541	295	10	incorporating	incorporate	VERB
ajis02-2541	295	11	security	security	NOUN
ajis02-2541	295	12	at	at	ADP
ajis02-2541	295	13	the	the	DET
ajis02-2541	295	14	code	code	NOUN
ajis02-2541	295	15	level	level	NOUN
ajis02-2541	295	16	because	because	SCONJ
ajis02-2541	295	17	database	database	NOUN
ajis02-2541	295	18	-	-	PUNCT
ajis02-2541	295	19	level	level	NOUN
ajis02-2541	295	20	encryption	encryption	NOUN
ajis02-2541	295	21	provides	provide	VERB
ajis02-2541	295	22	uniformity	uniformity	NOUN
ajis02-2541	295	23	across	across	ADP
ajis02-2541	295	24	all	all	DET
ajis02-2541	295	25	functional	functional	ADJ
ajis02-2541	295	26	elements	element	NOUN
ajis02-2541	295	27	of	of	ADP
ajis02-2541	295	28	the	the	DET
ajis02-2541	295	29	application	application	NOUN
ajis02-2541	295	30	.	.	PUNCT
ajis02-2541	296	1	data	datum	NOUN
ajis02-2541	296	2	centres	centre	NOUN
ajis02-2541	296	3	hosting	host	VERB
ajis02-2541	296	4	servers	server	NOUN
ajis02-2541	296	5	running	run	VERB
ajis02-2541	296	6	enterprise	enterprise	NOUN
ajis02-2541	296	7	applications	application	NOUN
ajis02-2541	296	8	could	could	AUX
ajis02-2541	296	9	be	be	AUX
ajis02-2541	296	10	protected	protect	VERB
ajis02-2541	296	11	by	by	ADP
ajis02-2541	296	12	the	the	DET
ajis02-2541	296	13	use	use	NOUN
ajis02-2541	296	14	of	of	ADP
ajis02-2541	296	15	firewall	firewall	NOUN
ajis02-2541	296	16	software	software	NOUN
ajis02-2541	296	17	and	and	CCONJ
ajis02-2541	296	18	access	access	NOUN
ajis02-2541	296	19	control	control	NOUN
ajis02-2541	296	20	mechanisms	mechanism	NOUN
ajis02-2541	296	21	.	.	PUNCT
ajis02-2541	297	1	for	for	ADP
ajis02-2541	297	2	encrypting	encrypt	VERB
ajis02-2541	297	3	data	data	NOUN
ajis02-2541	297	4	-	-	PUNCT
ajis02-2541	297	5	in	in	ADP
ajis02-2541	297	6	-	-	PUNCT
ajis02-2541	297	7	transit	transit	NOUN
ajis02-2541	297	8	,	,	PUNCT
ajis02-2541	297	9	firms	firm	NOUN
ajis02-2541	297	10	could	could	AUX
ajis02-2541	297	11	use	use	VERB
ajis02-2541	297	12	a	a	DET
ajis02-2541	297	13	secured	secure	VERB
ajis02-2541	297	14	protocol	protocol	NOUN
ajis02-2541	297	15	such	such	ADJ
ajis02-2541	297	16	as	as	ADP
ajis02-2541	297	17	https	https	NOUN
ajis02-2541	297	18	instead	instead	ADV
ajis02-2541	297	19	of	of	ADP
ajis02-2541	297	20	http	http	NOUN
ajis02-2541	297	21	.	.	PUNCT
ajis02-2541	298	1	for	for	ADP
ajis02-2541	298	2	datatransfers	datatransfer	NOUN
ajis02-2541	298	3	from	from	ADP
ajis02-2541	298	4	the	the	DET
ajis02-2541	298	5	source	source	NOUN
ajis02-2541	298	6	system	system	NOUN
ajis02-2541	298	7	to	to	ADP
ajis02-2541	298	8	the	the	DET
ajis02-2541	298	9	target	target	NOUN
ajis02-2541	298	10	system	system	NOUN
ajis02-2541	298	11	,	,	PUNCT
ajis02-2541	298	12	firms	firm	NOUN
ajis02-2541	298	13	could	could	AUX
ajis02-2541	298	14	use	use	VERB
ajis02-2541	298	15	secured	secure	VERB
ajis02-2541	298	16	-	-	PUNCT
ajis02-2541	298	17	ftp	ftp	NOUN
ajis02-2541	298	18	instead	instead	ADV
ajis02-2541	298	19	of	of	ADP
ajis02-2541	298	20	regular	regular	ADJ
ajis02-2541	298	21	ftp	ftp	PROPN
ajis02-2541	298	22	.	.	PROPN
ajis02-2541	298	23	organizations	organization	NOUN
ajis02-2541	298	24	implement	implement	VERB
ajis02-2541	298	25	data	datum	NOUN
ajis02-2541	298	26	replication	replication	NOUN
ajis02-2541	298	27	to	to	PART
ajis02-2541	298	28	support	support	VERB
ajis02-2541	298	29	recovery	recovery	NOUN
ajis02-2541	298	30	from	from	ADP
ajis02-2541	298	31	data	datum	NOUN
ajis02-2541	298	32	failures	failure	NOUN
ajis02-2541	298	33	and	and	CCONJ
ajis02-2541	298	34	business	business	NOUN
ajis02-2541	298	35	continuity	continuity	NOUN
ajis02-2541	298	36	.	.	PUNCT
ajis02-2541	299	1	data	datum	NOUN
ajis02-2541	299	2	replication	replication	NOUN
ajis02-2541	299	3	happens	happen	VERB
ajis02-2541	299	4	through	through	ADP
ajis02-2541	299	5	two	two	NUM
ajis02-2541	299	6	modes	mode	NOUN
ajis02-2541	299	7	such	such	ADJ
ajis02-2541	299	8	as	as	ADP
ajis02-2541	299	9	active	active	ADJ
ajis02-2541	299	10	-	-	PUNCT
ajis02-2541	299	11	replication	replication	NOUN
ajis02-2541	299	12	and	and	CCONJ
ajis02-2541	299	13	passivereplication	passivereplication	NOUN
ajis02-2541	299	14	.	.	PUNCT
ajis02-2541	300	1	the	the	DET
ajis02-2541	300	2	databases	database	NOUN
ajis02-2541	300	3	are	be	AUX
ajis02-2541	300	4	replicated	replicate	VERB
ajis02-2541	300	5	on	on	ADP
ajis02-2541	300	6	a	a	DET
ajis02-2541	300	7	real	real	ADJ
ajis02-2541	300	8	-	-	PUNCT
ajis02-2541	300	9	time	time	NOUN
ajis02-2541	300	10	basis	basis	NOUN
ajis02-2541	300	11	during	during	ADP
ajis02-2541	300	12	active	active	ADJ
ajis02-2541	300	13	-	-	PUNCT
ajis02-2541	300	14	replication	replication	NOUN
ajis02-2541	300	15	,	,	PUNCT
ajis02-2541	300	16	and	and	CCONJ
ajis02-2541	300	17	during	during	ADP
ajis02-2541	300	18	passive	passive	ADJ
ajis02-2541	300	19	-	-	PUNCT
ajis02-2541	300	20	replication	replication	NOUN
ajis02-2541	300	21	,	,	PUNCT
ajis02-2541	300	22	databases	database	NOUN
ajis02-2541	300	23	are	be	AUX
ajis02-2541	300	24	replicated	replicate	VERB
ajis02-2541	300	25	when	when	SCONJ
ajis02-2541	300	26	they	they	PRON
ajis02-2541	300	27	are	be	AUX
ajis02-2541	300	28	offline	offline	ADJ
ajis02-2541	300	29	.	.	PUNCT
ajis02-2541	301	1	organizations	organization	NOUN
ajis02-2541	301	2	usually	usually	ADV
ajis02-2541	301	3	keep	keep	VERB
ajis02-2541	301	4	primary	primary	ADJ
ajis02-2541	301	5	server	server	NOUN
ajis02-2541	301	6	hosting	host	VERB
ajis02-2541	301	7	data	datum	NOUN
ajis02-2541	301	8	and	and	CCONJ
ajis02-2541	301	9	a	a	DET
ajis02-2541	301	10	secondary	secondary	ADJ
ajis02-2541	301	11	,	,	PUNCT
ajis02-2541	301	12	failover	failover	NOUN
ajis02-2541	301	13	server	server	NOUN
ajis02-2541	301	14	in	in	ADP
ajis02-2541	301	15	case	case	NOUN
ajis02-2541	301	16	of	of	ADP
ajis02-2541	301	17	system	system	NOUN
ajis02-2541	301	18	failures	failure	NOUN
ajis02-2541	301	19	.	.	PUNCT
ajis02-2541	302	1	in	in	ADP
ajis02-2541	302	2	the	the	DET
ajis02-2541	302	3	case	case	NOUN
ajis02-2541	302	4	of	of	ADP
ajis02-2541	302	5	system	system	NOUN
ajis02-2541	302	6	failures	failure	NOUN
ajis02-2541	302	7	or	or	CCONJ
ajis02-2541	302	8	data	datum	NOUN
ajis02-2541	302	9	loss	loss	NOUN
ajis02-2541	302	10	,	,	PUNCT
ajis02-2541	302	11	the	the	DET
ajis02-2541	302	12	fail	fail	VERB
ajis02-2541	302	13	-	-	PUNCT
ajis02-2541	302	14	over	over	ADP
ajis02-2541	302	15	server	server	NOUN
ajis02-2541	302	16	takes	take	VERB
ajis02-2541	302	17	over	over	ADP
ajis02-2541	302	18	automatically	automatically	ADV
ajis02-2541	302	19	.	.	PUNCT
ajis02-2541	303	1	organizations	organization	NOUN
ajis02-2541	303	2	define	define	VERB
ajis02-2541	303	3	business	business	NOUN
ajis02-2541	303	4	rules	rule	NOUN
ajis02-2541	303	5	for	for	ADP
ajis02-2541	303	6	configuring	configure	VERB
ajis02-2541	303	7	data	data	NOUN
ajis02-2541	303	8	replication	replication	NOUN
ajis02-2541	303	9	frequencies	frequency	NOUN
ajis02-2541	303	10	between	between	ADP
ajis02-2541	303	11	primary	primary	ADJ
ajis02-2541	303	12	and	and	CCONJ
ajis02-2541	303	13	fail	fail	ADJ
ajis02-2541	303	14	-	-	PUNCT
ajis02-2541	303	15	over	over	ADP
ajis02-2541	303	16	sites	site	NOUN
ajis02-2541	303	17	.	.	PUNCT
ajis02-2541	304	1	for	for	ADP
ajis02-2541	304	2	all	all	DET
ajis02-2541	304	3	critical	critical	ADJ
ajis02-2541	304	4	transactional	transactional	ADJ
ajis02-2541	304	5	systems	system	NOUN
ajis02-2541	304	6	,	,	PUNCT
ajis02-2541	304	7	replication	replication	NOUN
ajis02-2541	304	8	happens	happen	VERB
ajis02-2541	304	9	frequently	frequently	ADV
ajis02-2541	304	10	,	,	PUNCT
ajis02-2541	304	11	or	or	CCONJ
ajis02-2541	304	12	on	on	ADP
ajis02-2541	304	13	a	a	DET
ajis02-2541	304	14	real	real	ADJ
ajis02-2541	304	15	-	-	PUNCT
ajis02-2541	304	16	time	time	NOUN
ajis02-2541	304	17	basis	basis	NOUN
ajis02-2541	304	18	.	.	PUNCT
ajis02-2541	305	1	for	for	ADP
ajis02-2541	305	2	all	all	DET
ajis02-2541	305	3	non	non	ADJ
ajis02-2541	305	4	-	-	ADJ
ajis02-2541	305	5	critical	critical	ADJ
ajis02-2541	305	6	transactions	transaction	NOUN
ajis02-2541	305	7	,	,	PUNCT
ajis02-2541	305	8	replication	replication	NOUN
ajis02-2541	305	9	could	could	AUX
ajis02-2541	305	10	occur	occur	VERB
ajis02-2541	305	11	during	during	ADP
ajis02-2541	305	12	off	off	ADP
ajis02-2541	305	13	-	-	PUNCT
ajis02-2541	305	14	hours	hour	NOUN
ajis02-2541	305	15	.	.	PUNCT
ajis02-2541	306	1	the	the	DET
ajis02-2541	306	2	non	non	ADJ
ajis02-2541	306	3	-	-	ADJ
ajis02-2541	306	4	critical	critical	ADJ
ajis02-2541	306	5	data	datum	NOUN
ajis02-2541	306	6	such	such	ADJ
ajis02-2541	306	7	as	as	ADP
ajis02-2541	306	8	facts	fact	NOUN
ajis02-2541	306	9	and	and	CCONJ
ajis02-2541	306	10	dimensions	dimension	NOUN
ajis02-2541	306	11	in	in	ADP
ajis02-2541	306	12	an	an	DET
ajis02-2541	306	13	edw	edw	NOUN
ajis02-2541	306	14	are	be	AUX
ajis02-2541	306	15	replicated	replicate	VERB
ajis02-2541	306	16	less	less	ADV
ajis02-2541	306	17	-	-	PUNCT
ajis02-2541	306	18	frequently	frequently	ADV
ajis02-2541	306	19	,	,	PUNCT
ajis02-2541	306	20	usually	usually	ADV
ajis02-2541	306	21	once	once	ADV
ajis02-2541	306	22	a	a	DET
ajis02-2541	306	23	day	day	NOUN
ajis02-2541	306	24	.	.	PUNCT
ajis02-2541	307	1	in	in	ADP
ajis02-2541	307	2	case	case	NOUN
ajis02-2541	307	3	of	of	ADP
ajis02-2541	307	4	data	datum	NOUN
ajis02-2541	307	5	loss	loss	NOUN
ajis02-2541	307	6	,	,	PUNCT
ajis02-2541	307	7	this	this	DET
ajis02-2541	307	8	incremental	incremental	ADJ
ajis02-2541	307	9	data	datum	NOUN
ajis02-2541	307	10	in	in	ADP
ajis02-2541	307	11	edw	edw	PROPN
ajis02-2541	307	12	could	could	AUX
ajis02-2541	307	13	be	be	AUX
ajis02-2541	307	14	built	build	VERB
ajis02-2541	307	15	from	from	ADP
ajis02-2541	307	16	the	the	DET
ajis02-2541	307	17	data	datum	NOUN
ajis02-2541	307	18	in	in	ADP
ajis02-2541	307	19	transactional	transactional	ADJ
ajis02-2541	307	20	systems	system	NOUN
ajis02-2541	307	21	.	.	PUNCT
ajis02-2541	308	1	the	the	DET
ajis02-2541	308	2	objective	objective	NOUN
ajis02-2541	308	3	of	of	ADP
ajis02-2541	308	4	replication	replication	NOUN
ajis02-2541	308	5	is	be	AUX
ajis02-2541	308	6	to	to	PART
ajis02-2541	308	7	keep	keep	VERB
ajis02-2541	308	8	the	the	DET
ajis02-2541	308	9	data	data	NOUN
ajis02-2541	308	10	loss	loss	NOUN
ajis02-2541	308	11	at	at	ADP
ajis02-2541	308	12	a	a	DET
ajis02-2541	308	13	very	very	ADV
ajis02-2541	308	14	minimal	minimal	ADJ
ajis02-2541	308	15	level	level	NOUN
ajis02-2541	308	16	.	.	PUNCT
ajis02-2541	309	1	australasian	australasian	ADJ
ajis02-2541	309	2	journal	journal	NOUN
ajis02-2541	309	3	of	of	ADP
ajis02-2541	309	4	information	information	NOUN
ajis02-2541	309	5	systems	system	NOUN
ajis02-2541	309	6	balakrishnan	balakrishnan	PROPN
ajis02-2541	309	7	,	,	PUNCT
ajis02-2541	309	8	das	das	PROPN
ajis02-2541	309	9	&	&	CCONJ
ajis02-2541	309	10	chattopadhyay	chattopadhyay	PROPN
ajis02-2541	309	11	2020	2020	NUM
ajis02-2541	309	12	,	,	PUNCT
ajis02-2541	309	13	vol	vol	NOUN
ajis02-2541	309	14	24	24	NUM
ajis02-2541	309	15	,	,	PUNCT
ajis02-2541	309	16	research	research	NOUN
ajis02-2541	309	17	article	article	NOUN
ajis02-2541	309	18	implementing	implement	VERB
ajis02-2541	309	19	data	datum	NOUN
ajis02-2541	309	20	strategy	strategy	NOUN
ajis02-2541	309	21	19	19	NUM
ajis02-2541	309	22	5	5	NUM
ajis02-2541	309	23	discussion	discussion	NOUN
ajis02-2541	309	24	this	this	DET
ajis02-2541	309	25	study	study	NOUN
ajis02-2541	309	26	on	on	ADP
ajis02-2541	309	27	data	datum	NOUN
ajis02-2541	309	28	architecture	architecture	NOUN
ajis02-2541	309	29	related	relate	VERB
ajis02-2541	309	30	to	to	ADP
ajis02-2541	309	31	using	use	VERB
ajis02-2541	309	32	diverse	diverse	ADJ
ajis02-2541	309	33	data	datum	NOUN
ajis02-2541	309	34	management	management	NOUN
ajis02-2541	309	35	solutions	solution	NOUN
ajis02-2541	309	36	has	have	VERB
ajis02-2541	309	37	inferences	inference	NOUN
ajis02-2541	309	38	on	on	ADP
ajis02-2541	309	39	using	use	VERB
ajis02-2541	309	40	data	data	NOUN
ajis02-2541	309	41	-	-	PUNCT
ajis02-2541	309	42	access	access	NOUN
ajis02-2541	309	43	concepts	concept	NOUN
ajis02-2541	309	44	such	such	ADJ
ajis02-2541	309	45	as	as	ADP
ajis02-2541	309	46	data	data	NOUN
ajis02-2541	309	47	virtualization	virtualization	NOUN
ajis02-2541	309	48	,	,	PUNCT
ajis02-2541	309	49	implementing	implement	VERB
ajis02-2541	309	50	alternate	alternate	ADJ
ajis02-2541	309	51	options	option	NOUN
ajis02-2541	309	52	for	for	ADP
ajis02-2541	309	53	real	real	ADJ
ajis02-2541	309	54	-	-	PUNCT
ajis02-2541	309	55	time	time	NOUN
ajis02-2541	309	56	analytics	analytic	NOUN
ajis02-2541	309	57	,	,	PUNCT
ajis02-2541	309	58	and	and	CCONJ
ajis02-2541	309	59	defining	define	VERB
ajis02-2541	309	60	general	general	ADJ
ajis02-2541	309	61	guidelines	guideline	NOUN
ajis02-2541	309	62	for	for	ADP
ajis02-2541	309	63	building	build	VERB
ajis02-2541	309	64	a	a	DET
ajis02-2541	309	65	robust	robust	ADJ
ajis02-2541	309	66	data	datum	NOUN
ajis02-2541	309	67	architecture	architecture	NOUN
ajis02-2541	309	68	for	for	ADP
ajis02-2541	309	69	enterprise	enterprise	NOUN
ajis02-2541	309	70	data	datum	NOUN
ajis02-2541	309	71	lake	lake	PROPN
ajis02-2541	309	72	and	and	CCONJ
ajis02-2541	309	73	edw	edw	PROPN
ajis02-2541	309	74	.	.	PUNCT
ajis02-2541	310	1	these	these	DET
ajis02-2541	310	2	inferences	inference	NOUN
ajis02-2541	310	3	are	be	AUX
ajis02-2541	310	4	discussed	discuss	VERB
ajis02-2541	310	5	at	at	ADP
ajis02-2541	310	6	length	length	NOUN
ajis02-2541	310	7	in	in	ADP
ajis02-2541	310	8	subsequent	subsequent	ADJ
ajis02-2541	310	9	sections	section	NOUN
ajis02-2541	310	10	.	.	PUNCT
ajis02-2541	311	1	the	the	DET
ajis02-2541	311	2	last	last	ADJ
ajis02-2541	311	3	section	section	NOUN
ajis02-2541	311	4	discusses	discuss	VERB
ajis02-2541	311	5	the	the	DET
ajis02-2541	311	6	implications	implication	NOUN
ajis02-2541	311	7	for	for	ADP
ajis02-2541	311	8	both	both	DET
ajis02-2541	311	9	practitioners	practitioner	NOUN
ajis02-2541	311	10	and	and	CCONJ
ajis02-2541	311	11	academicians	academician	NOUN
ajis02-2541	311	12	and	and	CCONJ
ajis02-2541	311	13	the	the	DET
ajis02-2541	311	14	limitations	limitation	NOUN
ajis02-2541	311	15	of	of	ADP
ajis02-2541	311	16	this	this	DET
ajis02-2541	311	17	study	study	NOUN
ajis02-2541	311	18	.	.	PUNCT
ajis02-2541	312	1	5.1	5.1	NUM
ajis02-2541	312	2	options	option	NOUN
ajis02-2541	312	3	available	available	ADJ
ajis02-2541	312	4	for	for	ADP
ajis02-2541	312	5	data	data	NOUN
ajis02-2541	312	6	extraction	extraction	NOUN
ajis02-2541	312	7	while	while	SCONJ
ajis02-2541	312	8	extracting	extract	VERB
ajis02-2541	312	9	data	datum	NOUN
ajis02-2541	312	10	from	from	ADP
ajis02-2541	312	11	source	source	NOUN
ajis02-2541	312	12	systems	system	NOUN
ajis02-2541	312	13	,	,	PUNCT
ajis02-2541	312	14	organizations	organization	NOUN
ajis02-2541	312	15	could	could	AUX
ajis02-2541	312	16	choose	choose	VERB
ajis02-2541	312	17	either	either	CCONJ
ajis02-2541	312	18	etl	etl	NOUN
ajis02-2541	312	19	or	or	CCONJ
ajis02-2541	312	20	elt	elt	NOUN
ajis02-2541	312	21	as	as	ADP
ajis02-2541	312	22	an	an	DET
ajis02-2541	312	23	option	option	NOUN
ajis02-2541	312	24	to	to	PART
ajis02-2541	312	25	transform	transform	VERB
ajis02-2541	312	26	and	and	CCONJ
ajis02-2541	312	27	load	load	VERB
ajis02-2541	312	28	data	datum	NOUN
ajis02-2541	312	29	into	into	ADP
ajis02-2541	312	30	target	target	NOUN
ajis02-2541	312	31	systems	system	NOUN
ajis02-2541	312	32	.	.	PUNCT
ajis02-2541	313	1	for	for	ADP
ajis02-2541	313	2	both	both	CCONJ
ajis02-2541	313	3	etl	etl	NOUN
ajis02-2541	313	4	and	and	CCONJ
ajis02-2541	313	5	elt	elt	PROPN
ajis02-2541	313	6	data	data	NOUN
ajis02-2541	313	7	extraction	extraction	NOUN
ajis02-2541	313	8	,	,	PUNCT
ajis02-2541	313	9	organizations	organization	NOUN
ajis02-2541	313	10	create	create	VERB
ajis02-2541	313	11	necessary	necessary	ADJ
ajis02-2541	313	12	scripts	script	NOUN
ajis02-2541	313	13	or	or	CCONJ
ajis02-2541	313	14	use	use	VERB
ajis02-2541	313	15	commercial	commercial	ADJ
ajis02-2541	313	16	-	-	PUNCT
ajis02-2541	313	17	off	off	ADP
ajis02-2541	313	18	-	-	PUNCT
ajis02-2541	313	19	the	the	DET
ajis02-2541	313	20	-	-	PUNCT
ajis02-2541	313	21	shelf	shelf	NOUN
ajis02-2541	313	22	tools	tool	NOUN
ajis02-2541	313	23	to	to	PART
ajis02-2541	313	24	complete	complete	VERB
ajis02-2541	313	25	the	the	DET
ajis02-2541	313	26	data	datum	NOUN
ajis02-2541	313	27	extraction	extraction	NOUN
ajis02-2541	313	28	and	and	CCONJ
ajis02-2541	313	29	load	load	NOUN
ajis02-2541	313	30	jobs	job	NOUN
ajis02-2541	313	31	.	.	PUNCT
ajis02-2541	314	1	creating	create	VERB
ajis02-2541	314	2	these	these	DET
ajis02-2541	314	3	jobs	job	NOUN
ajis02-2541	314	4	is	be	AUX
ajis02-2541	314	5	time	time	NOUN
ajis02-2541	314	6	-	-	PUNCT
ajis02-2541	314	7	consuming	consume	VERB
ajis02-2541	314	8	,	,	PUNCT
ajis02-2541	314	9	and	and	CCONJ
ajis02-2541	314	10	one	one	NUM
ajis02-2541	314	11	needs	need	VERB
ajis02-2541	314	12	to	to	PART
ajis02-2541	314	13	go	go	VERB
ajis02-2541	314	14	through	through	ADP
ajis02-2541	314	15	rigorous	rigorous	ADJ
ajis02-2541	314	16	testing	testing	NOUN
ajis02-2541	314	17	to	to	PART
ajis02-2541	314	18	cover	cover	VERB
ajis02-2541	314	19	all	all	DET
ajis02-2541	314	20	possible	possible	ADJ
ajis02-2541	314	21	data	datum	NOUN
ajis02-2541	314	22	scenarios	scenario	NOUN
ajis02-2541	314	23	.	.	PUNCT
ajis02-2541	315	1	one	one	NUM
ajis02-2541	315	2	of	of	ADP
ajis02-2541	315	3	the	the	DET
ajis02-2541	315	4	options	option	NOUN
ajis02-2541	315	5	available	available	ADJ
ajis02-2541	315	6	for	for	ADP
ajis02-2541	315	7	an	an	DET
ajis02-2541	315	8	organization	organization	NOUN
ajis02-2541	315	9	to	to	PART
ajis02-2541	315	10	extract	extract	VERB
ajis02-2541	315	11	data	datum	NOUN
ajis02-2541	315	12	from	from	ADP
ajis02-2541	315	13	source	source	NOUN
ajis02-2541	315	14	systems	system	NOUN
ajis02-2541	315	15	instead	instead	ADV
ajis02-2541	315	16	of	of	ADP
ajis02-2541	315	17	setting	set	VERB
ajis02-2541	315	18	up	up	ADP
ajis02-2541	315	19	etl	etl	NOUN
ajis02-2541	315	20	or	or	CCONJ
ajis02-2541	315	21	elt	elt	NOUN
ajis02-2541	315	22	jobs	job	NOUN
ajis02-2541	315	23	is	be	AUX
ajis02-2541	315	24	to	to	PART
ajis02-2541	315	25	build	build	VERB
ajis02-2541	315	26	data	datum	NOUN
ajis02-2541	315	27	virtualization	virtualization	NOUN
ajis02-2541	315	28	on	on	ADP
ajis02-2541	315	29	top	top	NOUN
ajis02-2541	315	30	of	of	ADP
ajis02-2541	315	31	underlying	underlie	VERB
ajis02-2541	315	32	databases	database	NOUN
ajis02-2541	315	33	.	.	PUNCT
ajis02-2541	316	1	data	datum	NOUN
ajis02-2541	316	2	virtualization	virtualization	NOUN
ajis02-2541	316	3	integrates	integrate	VERB
ajis02-2541	316	4	data	datum	NOUN
ajis02-2541	316	5	from	from	ADP
ajis02-2541	316	6	disparate	disparate	ADJ
ajis02-2541	316	7	source	source	NOUN
ajis02-2541	316	8	systems	system	NOUN
ajis02-2541	316	9	without	without	ADP
ajis02-2541	316	10	replicating	replicate	VERB
ajis02-2541	316	11	the	the	DET
ajis02-2541	316	12	data	datum	NOUN
ajis02-2541	316	13	,	,	PUNCT
ajis02-2541	316	14	to	to	PART
ajis02-2541	316	15	create	create	VERB
ajis02-2541	316	16	a	a	DET
ajis02-2541	316	17	single	single	ADJ
ajis02-2541	316	18	virtual	virtual	ADJ
ajis02-2541	316	19	data	datum	NOUN
ajis02-2541	316	20	layer	layer	NOUN
ajis02-2541	316	21	that	that	PRON
ajis02-2541	316	22	delivers	deliver	VERB
ajis02-2541	316	23	unified	unified	ADJ
ajis02-2541	316	24	data	datum	NOUN
ajis02-2541	316	25	to	to	ADP
ajis02-2541	316	26	multiple	multiple	ADJ
ajis02-2541	316	27	applications	application	NOUN
ajis02-2541	316	28	and	and	CCONJ
ajis02-2541	316	29	end	end	NOUN
ajis02-2541	316	30	-	-	PUNCT
ajis02-2541	316	31	users	user	NOUN
ajis02-2541	316	32	(	(	PUNCT
ajis02-2541	316	33	patrizio	patrizio	NOUN
ajis02-2541	316	34	,	,	PUNCT
ajis02-2541	316	35	2019	2019	NUM
ajis02-2541	316	36	)	)	PUNCT
ajis02-2541	316	37	.	.	PUNCT
ajis02-2541	317	1	when	when	SCONJ
ajis02-2541	317	2	answering	answer	VERB
ajis02-2541	317	3	a	a	DET
ajis02-2541	317	4	query	query	NOUN
ajis02-2541	317	5	on	on	ADP
ajis02-2541	317	6	specific	specific	ADJ
ajis02-2541	317	7	scenarios	scenario	NOUN
ajis02-2541	317	8	for	for	ADP
ajis02-2541	317	9	using	use	VERB
ajis02-2541	317	10	data	datum	NOUN
ajis02-2541	317	11	virtualization	virtualization	NOUN
ajis02-2541	317	12	over	over	ADP
ajis02-2541	317	13	etl	etl	NOUN
ajis02-2541	317	14	or	or	CCONJ
ajis02-2541	317	15	elt	elt	NOUN
ajis02-2541	317	16	,	,	PUNCT
ajis02-2541	317	17	a1	a1	NOUN
ajis02-2541	317	18	has	have	AUX
ajis02-2541	317	19	opined	opine	VERB
ajis02-2541	317	20	,	,	PUNCT
ajis02-2541	317	21	“	"	PUNCT
ajis02-2541	317	22	data	data	NOUN
ajis02-2541	317	23	virtualization	virtualization	NOUN
ajis02-2541	317	24	is	be	AUX
ajis02-2541	317	25	a	a	DET
ajis02-2541	317	26	case	case	NOUN
ajis02-2541	317	27	where	where	SCONJ
ajis02-2541	317	28	you	you	PRON
ajis02-2541	317	29	want	want	VERB
ajis02-2541	317	30	to	to	PART
ajis02-2541	317	31	do	do	VERB
ajis02-2541	317	32	ad	ad	NOUN
ajis02-2541	317	33	-	-	PUNCT
ajis02-2541	317	34	hoc	hoc	X
ajis02-2541	317	35	-	-	PUNCT
ajis02-2541	317	36	queries	query	NOUN
ajis02-2541	317	37	(	(	PUNCT
ajis02-2541	317	38	for	for	ADP
ajis02-2541	317	39	reporting	reporting	NOUN
ajis02-2541	317	40	)	)	PUNCT
ajis02-2541	317	41	;	;	PUNCT
ajis02-2541	317	42	when	when	SCONJ
ajis02-2541	317	43	your	your	PRON
ajis02-2541	317	44	business	business	NOUN
ajis02-2541	317	45	wants	want	VERB
ajis02-2541	317	46	to	to	PART
ajis02-2541	317	47	do	do	VERB
ajis02-2541	317	48	adhoc	adhoc	NOUN
ajis02-2541	317	49	-	-	PUNCT
ajis02-2541	317	50	querying	querying	NOUN
ajis02-2541	317	51	,	,	PUNCT
ajis02-2541	317	52	and	and	CCONJ
ajis02-2541	317	53	you	you	PRON
ajis02-2541	317	54	want	want	VERB
ajis02-2541	317	55	to	to	PART
ajis02-2541	317	56	run	run	VERB
ajis02-2541	317	57	something	something	PRON
ajis02-2541	317	58	which	which	PRON
ajis02-2541	317	59	is	be	AUX
ajis02-2541	317	60	not	not	PART
ajis02-2541	317	61	already	already	ADV
ajis02-2541	317	62	existing	exist	VERB
ajis02-2541	317	63	.	.	PUNCT
ajis02-2541	318	1	they	they	PRON
ajis02-2541	318	2	(	(	PUNCT
ajis02-2541	318	3	business	business	NOUN
ajis02-2541	318	4	users	user	NOUN
ajis02-2541	318	5	)	)	PUNCT
ajis02-2541	318	6	can	can	AUX
ajis02-2541	318	7	look	look	VERB
ajis02-2541	318	8	at	at	ADP
ajis02-2541	318	9	the	the	DET
ajis02-2541	318	10	data	datum	NOUN
ajis02-2541	318	11	,	,	PUNCT
ajis02-2541	318	12	define	define	VERB
ajis02-2541	318	13	some	some	DET
ajis02-2541	318	14	queries	query	NOUN
ajis02-2541	318	15	on	on	ADP
ajis02-2541	318	16	it	it	PRON
ajis02-2541	318	17	,	,	PUNCT
ajis02-2541	318	18	and	and	CCONJ
ajis02-2541	318	19	explore	explore	VERB
ajis02-2541	318	20	the	the	DET
ajis02-2541	318	21	data	datum	NOUN
ajis02-2541	318	22	further	far	ADV
ajis02-2541	318	23	;	;	PUNCT
ajis02-2541	318	24	so	so	CCONJ
ajis02-2541	318	25	,	,	PUNCT
ajis02-2541	318	26	data	datum	NOUN
ajis02-2541	318	27	virtualization	virtualization	NOUN
ajis02-2541	318	28	helps	help	VERB
ajis02-2541	318	29	with	with	ADP
ajis02-2541	318	30	ad	ad	NOUN
ajis02-2541	318	31	-	-	PUNCT
ajis02-2541	318	32	hoc	hoc	ADJ
ajis02-2541	318	33	queries	query	NOUN
ajis02-2541	318	34	which	which	PRON
ajis02-2541	318	35	are	be	AUX
ajis02-2541	318	36	not	not	PART
ajis02-2541	318	37	existing	exist	VERB
ajis02-2541	318	38	already	already	ADV
ajis02-2541	318	39	;	;	PUNCT
ajis02-2541	318	40	and	and	CCONJ
ajis02-2541	318	41	it	it	PRON
ajis02-2541	318	42	adds	add	VERB
ajis02-2541	318	43	value	value	NOUN
ajis02-2541	318	44	without	without	ADP
ajis02-2541	318	45	adding	add	VERB
ajis02-2541	318	46	a	a	DET
ajis02-2541	318	47	long	long	ADJ
ajis02-2541	318	48	etl	etl	NOUN
ajis02-2541	318	49	process	process	NOUN
ajis02-2541	318	50	…	…	PUNCT
ajis02-2541	318	51	.	.	PUNCT
ajis02-2541	319	1	i	i	PRON
ajis02-2541	319	2	would	would	AUX
ajis02-2541	319	3	rather	rather	ADV
ajis02-2541	319	4	say	say	VERB
ajis02-2541	319	5	–	–	PUNCT
ajis02-2541	319	6	use	use	VERB
ajis02-2541	319	7	data	datum	NOUN
ajis02-2541	319	8	virtualization	virtualization	NOUN
ajis02-2541	319	9	for	for	ADP
ajis02-2541	319	10	all	all	DET
ajis02-2541	319	11	pocs	poc	NOUN
ajis02-2541	319	12	(	(	PUNCT
ajis02-2541	319	13	proof	proof	NOUN
ajis02-2541	319	14	of	of	ADP
ajis02-2541	319	15	concepts	concept	NOUN
ajis02-2541	319	16	)	)	PUNCT
ajis02-2541	319	17	that	that	PRON
ajis02-2541	319	18	you	you	PRON
ajis02-2541	319	19	want	want	VERB
ajis02-2541	319	20	to	to	PART
ajis02-2541	319	21	run	run	VERB
ajis02-2541	319	22	;	;	PUNCT
ajis02-2541	319	23	find	find	VERB
ajis02-2541	319	24	the	the	DET
ajis02-2541	319	25	value	value	NOUN
ajis02-2541	319	26	of	of	ADP
ajis02-2541	319	27	it	it	PRON
ajis02-2541	319	28	;	;	PUNCT
ajis02-2541	319	29	and	and	CCONJ
ajis02-2541	319	30	for	for	ADP
ajis02-2541	319	31	better	well	ADJ
ajis02-2541	319	32	performance	performance	NOUN
ajis02-2541	319	33	(	(	PUNCT
ajis02-2541	319	34	if	if	SCONJ
ajis02-2541	319	35	it	it	PRON
ajis02-2541	319	36	needs	need	VERB
ajis02-2541	319	37	to	to	PART
ajis02-2541	319	38	be	be	AUX
ajis02-2541	319	39	repeated	repeat	VERB
ajis02-2541	319	40	)	)	PUNCT
ajis02-2541	319	41	,	,	PUNCT
ajis02-2541	319	42	you	you	PRON
ajis02-2541	319	43	make	make	VERB
ajis02-2541	319	44	it	it	PRON
ajis02-2541	319	45	into	into	ADP
ajis02-2541	319	46	etl	etl	NOUN
ajis02-2541	319	47	or	or	CCONJ
ajis02-2541	319	48	elt	elt	PROPN
ajis02-2541	319	49	(	(	PUNCT
ajis02-2541	319	50	for	for	ADP
ajis02-2541	319	51	further	further	ADJ
ajis02-2541	319	52	extraction	extraction	NOUN
ajis02-2541	319	53	,	,	PUNCT
ajis02-2541	319	54	processing	processing	NOUN
ajis02-2541	319	55	,	,	PUNCT
ajis02-2541	319	56	and	and	CCONJ
ajis02-2541	319	57	analysis	analysis	NOUN
ajis02-2541	319	58	)	)	PUNCT
ajis02-2541	319	59	;	;	PUNCT
ajis02-2541	319	60	”	"	PUNCT
ajis02-2541	319	61	the	the	DET
ajis02-2541	319	62	suggestion	suggestion	NOUN
ajis02-2541	319	63	is	be	AUX
ajis02-2541	319	64	to	to	PART
ajis02-2541	319	65	use	use	VERB
ajis02-2541	319	66	the	the	DET
ajis02-2541	319	67	data	data	NOUN
ajis02-2541	319	68	virtualization	virtualization	NOUN
ajis02-2541	319	69	option	option	NOUN
ajis02-2541	319	70	to	to	PART
ajis02-2541	319	71	query	query	VERB
ajis02-2541	319	72	directly	directly	ADV
ajis02-2541	319	73	from	from	ADP
ajis02-2541	319	74	underlying	underlie	VERB
ajis02-2541	319	75	systems	system	NOUN
ajis02-2541	319	76	when	when	SCONJ
ajis02-2541	319	77	working	work	VERB
ajis02-2541	319	78	on	on	ADP
ajis02-2541	319	79	proof	proof	NOUN
ajis02-2541	319	80	-	-	PUNCT
ajis02-2541	319	81	of	of	ADP
ajis02-2541	319	82	-	-	PUNCT
ajis02-2541	319	83	concept	concept	NOUN
ajis02-2541	319	84	or	or	CCONJ
ajis02-2541	319	85	demo	demo	NOUN
ajis02-2541	319	86	-	-	PUNCT
ajis02-2541	319	87	version	version	NOUN
ajis02-2541	319	88	of	of	ADP
ajis02-2541	319	89	applications	application	NOUN
ajis02-2541	319	90	.	.	PUNCT
ajis02-2541	320	1	organizations	organization	NOUN
ajis02-2541	320	2	could	could	AUX
ajis02-2541	320	3	choose	choose	VERB
ajis02-2541	320	4	to	to	PART
ajis02-2541	320	5	go	go	VERB
ajis02-2541	320	6	with	with	ADP
ajis02-2541	320	7	etl	etl	NOUN
ajis02-2541	320	8	or	or	CCONJ
ajis02-2541	320	9	elt	elt	NOUN
ajis02-2541	320	10	jobs	job	NOUN
ajis02-2541	320	11	when	when	SCONJ
ajis02-2541	320	12	they	they	PRON
ajis02-2541	320	13	want	want	VERB
ajis02-2541	320	14	to	to	PART
ajis02-2541	320	15	implement	implement	VERB
ajis02-2541	320	16	the	the	DET
ajis02-2541	320	17	proof	proof	NOUN
ajis02-2541	320	18	-	-	PUNCT
ajis02-2541	320	19	of	of	ADP
ajis02-2541	320	20	-	-	PUNCT
ajis02-2541	320	21	concept	concept	NOUN
ajis02-2541	320	22	version	version	NOUN
ajis02-2541	320	23	as	as	ADP
ajis02-2541	320	24	a	a	DET
ajis02-2541	320	25	full	full	ADV
ajis02-2541	320	26	-	-	PUNCT
ajis02-2541	320	27	fledged	fledged	ADJ
ajis02-2541	320	28	application	application	NOUN
ajis02-2541	320	29	.	.	PUNCT
ajis02-2541	321	1	data	datum	NOUN
ajis02-2541	321	2	virtualization	virtualization	NOUN
ajis02-2541	321	3	helps	help	VERB
ajis02-2541	321	4	a	a	DET
ajis02-2541	321	5	firm	firm	NOUN
ajis02-2541	321	6	to	to	PART
ajis02-2541	321	7	increase	increase	VERB
ajis02-2541	321	8	productivity	productivity	NOUN
ajis02-2541	321	9	when	when	SCONJ
ajis02-2541	321	10	building	build	VERB
ajis02-2541	321	11	edw	edw	PROPN
ajis02-2541	321	12	,	,	PUNCT
ajis02-2541	321	13	brings	bring	VERB
ajis02-2541	321	14	down	down	ADP
ajis02-2541	321	15	the	the	DET
ajis02-2541	321	16	cost	cost	NOUN
ajis02-2541	321	17	as	as	SCONJ
ajis02-2541	321	18	the	the	DET
ajis02-2541	321	19	data	datum	NOUN
ajis02-2541	321	20	does	do	AUX
ajis02-2541	321	21	not	not	PART
ajis02-2541	321	22	get	get	AUX
ajis02-2541	321	23	replicated	replicate	VERB
ajis02-2541	321	24	through	through	ADP
ajis02-2541	321	25	etl	etl	NOUN
ajis02-2541	321	26	,	,	PUNCT
ajis02-2541	321	27	and	and	CCONJ
ajis02-2541	321	28	lessens	lessen	VERB
ajis02-2541	321	29	the	the	DET
ajis02-2541	321	30	data	data	NOUN
ajis02-2541	321	31	governance	governance	NOUN
ajis02-2541	321	32	needs	need	NOUN
ajis02-2541	321	33	(	(	PUNCT
ajis02-2541	321	34	patrizio	patrizio	NOUN
ajis02-2541	321	35	,	,	PUNCT
ajis02-2541	321	36	2019	2019	NUM
ajis02-2541	321	37	)	)	PUNCT
ajis02-2541	321	38	.	.	PUNCT
ajis02-2541	322	1	5.2	5.2	NUM
ajis02-2541	322	2	real	real	ADJ
ajis02-2541	322	3	-	-	PUNCT
ajis02-2541	322	4	time	time	NOUN
ajis02-2541	322	5	analytics	analytic	NOUN
ajis02-2541	322	6	organizations	organization	NOUN
ajis02-2541	322	7	could	could	AUX
ajis02-2541	322	8	use	use	VERB
ajis02-2541	322	9	streaming	streaming	NOUN
ajis02-2541	322	10	analytics	analytic	NOUN
ajis02-2541	322	11	or	or	CCONJ
ajis02-2541	322	12	real	real	ADJ
ajis02-2541	322	13	-	-	PUNCT
ajis02-2541	322	14	time	time	NOUN
ajis02-2541	322	15	analytics	analytic	NOUN
ajis02-2541	322	16	to	to	PART
ajis02-2541	322	17	query	query	VERB
ajis02-2541	322	18	continuous	continuous	ADJ
ajis02-2541	322	19	data	datum	NOUN
ajis02-2541	322	20	streams	stream	NOUN
ajis02-2541	322	21	and	and	CCONJ
ajis02-2541	322	22	detect	detect	VERB
ajis02-2541	322	23	conditions	condition	NOUN
ajis02-2541	322	24	instantly	instantly	ADV
ajis02-2541	322	25	,	,	PUNCT
ajis02-2541	322	26	within	within	ADP
ajis02-2541	322	27	a	a	DET
ajis02-2541	322	28	small	small	ADJ
ajis02-2541	322	29	period	period	NOUN
ajis02-2541	322	30	from	from	ADP
ajis02-2541	322	31	the	the	DET
ajis02-2541	322	32	time	time	NOUN
ajis02-2541	322	33	the	the	DET
ajis02-2541	322	34	data	data	NOUN
ajis02-2541	322	35	is	be	AUX
ajis02-2541	322	36	received	receive	VERB
ajis02-2541	322	37	(	(	PUNCT
ajis02-2541	322	38	perera	perera	PROPN
ajis02-2541	322	39	,	,	PUNCT
ajis02-2541	322	40	2018	2018	NUM
ajis02-2541	322	41	)	)	PUNCT
ajis02-2541	322	42	.	.	PUNCT
ajis02-2541	323	1	real	real	ADJ
ajis02-2541	323	2	-	-	PUNCT
ajis02-2541	323	3	time	time	NOUN
ajis02-2541	323	4	analysis	analysis	NOUN
ajis02-2541	323	5	is	be	AUX
ajis02-2541	323	6	the	the	DET
ajis02-2541	323	7	right	right	ADJ
ajis02-2541	323	8	choice	choice	NOUN
ajis02-2541	323	9	in	in	ADP
ajis02-2541	323	10	scenarios	scenario	NOUN
ajis02-2541	323	11	where	where	SCONJ
ajis02-2541	323	12	the	the	DET
ajis02-2541	323	13	data	data	NOUN
ajis02-2541	323	14	insights	insight	NOUN
ajis02-2541	323	15	are	be	AUX
ajis02-2541	323	16	more	more	ADV
ajis02-2541	323	17	valuable	valuable	ADJ
ajis02-2541	323	18	only	only	ADV
ajis02-2541	323	19	when	when	SCONJ
ajis02-2541	323	20	the	the	DET
ajis02-2541	323	21	data	data	NOUN
ajis02-2541	323	22	is	be	AUX
ajis02-2541	323	23	processed	process	VERB
ajis02-2541	323	24	shortly	shortly	ADV
ajis02-2541	323	25	after	after	SCONJ
ajis02-2541	323	26	it	it	PRON
ajis02-2541	323	27	is	be	AUX
ajis02-2541	323	28	received	receive	VERB
ajis02-2541	323	29	,	,	PUNCT
ajis02-2541	323	30	and	and	CCONJ
ajis02-2541	323	31	the	the	DET
ajis02-2541	323	32	value	value	NOUN
ajis02-2541	323	33	diminishes	diminish	VERB
ajis02-2541	323	34	fast	fast	ADV
ajis02-2541	323	35	with	with	ADP
ajis02-2541	323	36	time	time	NOUN
ajis02-2541	323	37	(	(	PUNCT
ajis02-2541	323	38	perera	perera	PROPN
ajis02-2541	323	39	,	,	PUNCT
ajis02-2541	323	40	2018	2018	NUM
ajis02-2541	323	41	)	)	PUNCT
ajis02-2541	323	42	.	.	PUNCT
ajis02-2541	324	1	some	some	PRON
ajis02-2541	324	2	of	of	ADP
ajis02-2541	324	3	the	the	DET
ajis02-2541	324	4	typical	typical	ADJ
ajis02-2541	324	5	use	use	NOUN
ajis02-2541	324	6	cases	case	NOUN
ajis02-2541	324	7	for	for	ADP
ajis02-2541	324	8	real	real	ADJ
ajis02-2541	324	9	-	-	PUNCT
ajis02-2541	324	10	time	time	NOUN
ajis02-2541	324	11	analytics	analytic	NOUN
ajis02-2541	324	12	are	be	AUX
ajis02-2541	324	13	applications	application	NOUN
ajis02-2541	324	14	such	such	ADJ
ajis02-2541	324	15	as	as	ADP
ajis02-2541	324	16	providing	provide	VERB
ajis02-2541	324	17	real	real	ADJ
ajis02-2541	324	18	-	-	PUNCT
ajis02-2541	324	19	time	time	NOUN
ajis02-2541	324	20	personalization	personalization	NOUN
ajis02-2541	324	21	options	option	NOUN
ajis02-2541	324	22	,	,	PUNCT
ajis02-2541	324	23	detecting	detect	VERB
ajis02-2541	324	24	anomalies	anomaly	NOUN
ajis02-2541	324	25	and	and	CCONJ
ajis02-2541	324	26	frauds	fraud	NOUN
ajis02-2541	324	27	in	in	ADP
ajis02-2541	324	28	real	real	ADJ
ajis02-2541	324	29	-	-	PUNCT
ajis02-2541	324	30	time	time	NOUN
ajis02-2541	324	31	,	,	PUNCT
ajis02-2541	324	32	providing	provide	VERB
ajis02-2541	324	33	real	real	ADJ
ajis02-2541	324	34	-	-	PUNCT
ajis02-2541	324	35	time	time	NOUN
ajis02-2541	324	36	emergency	emergency	NOUN
ajis02-2541	324	37	health	health	NOUN
ajis02-2541	324	38	-	-	PUNCT
ajis02-2541	324	39	care	care	NOUN
ajis02-2541	324	40	services	service	NOUN
ajis02-2541	324	41	,	,	PUNCT
ajis02-2541	324	42	implementing	implement	VERB
ajis02-2541	324	43	smart	smart	ADJ
ajis02-2541	324	44	device	device	NOUN
ajis02-2541	324	45	applications	application	NOUN
ajis02-2541	324	46	,	,	PUNCT
ajis02-2541	324	47	and	and	CCONJ
ajis02-2541	324	48	building	build	VERB
ajis02-2541	324	49	algorithmic	algorithmic	ADJ
ajis02-2541	324	50	trading	trading	NOUN
ajis02-2541	324	51	applications	application	NOUN
ajis02-2541	324	52	(	(	PUNCT
ajis02-2541	324	53	lawton	lawton	PROPN
ajis02-2541	324	54	,	,	PUNCT
ajis02-2541	324	55	2019	2019	NUM
ajis02-2541	324	56	)	)	PUNCT
ajis02-2541	324	57	.	.	PUNCT
ajis02-2541	325	1	options	option	NOUN
ajis02-2541	325	2	such	such	ADJ
ajis02-2541	325	3	as	as	ADP
ajis02-2541	325	4	an	an	DET
ajis02-2541	325	5	e	e	NOUN
ajis02-2541	325	6	-	-	ADJ
ajis02-2541	325	7	commerce	commerce	NOUN
ajis02-2541	325	8	portal	portal	NOUN
ajis02-2541	325	9	recommending	recommend	VERB
ajis02-2541	325	10	a	a	DET
ajis02-2541	325	11	product	product	NOUN
ajis02-2541	325	12	to	to	PART
ajis02-2541	325	13	buy	buy	VERB
ajis02-2541	325	14	,	,	PUNCT
ajis02-2541	325	15	or	or	CCONJ
ajis02-2541	325	16	offering	offer	VERB
ajis02-2541	325	17	a	a	DET
ajis02-2541	325	18	discount	discount	NOUN
ajis02-2541	325	19	based	base	VERB
ajis02-2541	325	20	on	on	ADP
ajis02-2541	325	21	the	the	DET
ajis02-2541	325	22	transactions	transaction	NOUN
ajis02-2541	325	23	one	one	PRON
ajis02-2541	325	24	has	have	AUX
ajis02-2541	325	25	made	make	VERB
ajis02-2541	325	26	in	in	ADP
ajis02-2541	325	27	the	the	DET
ajis02-2541	325	28	last	last	ADJ
ajis02-2541	325	29	few	few	ADJ
ajis02-2541	325	30	hours	hour	NOUN
ajis02-2541	325	31	,	,	PUNCT
ajis02-2541	325	32	are	be	AUX
ajis02-2541	325	33	made	make	VERB
ajis02-2541	325	34	australasian	australasian	ADJ
ajis02-2541	325	35	journal	journal	NOUN
ajis02-2541	325	36	of	of	ADP
ajis02-2541	325	37	information	information	NOUN
ajis02-2541	325	38	systems	system	NOUN
ajis02-2541	325	39	balakrishnan	balakrishnan	PROPN
ajis02-2541	325	40	,	,	PUNCT
ajis02-2541	325	41	das	das	PROPN
ajis02-2541	325	42	&	&	CCONJ
ajis02-2541	325	43	chattopadhyay	chattopadhyay	PROPN
ajis02-2541	325	44	2020	2020	NUM
ajis02-2541	325	45	,	,	PUNCT
ajis02-2541	325	46	vol	vol	NOUN
ajis02-2541	325	47	24	24	NUM
ajis02-2541	325	48	,	,	PUNCT
ajis02-2541	325	49	research	research	NOUN
ajis02-2541	325	50	article	article	NOUN
ajis02-2541	325	51	implementing	implement	VERB
ajis02-2541	325	52	data	datum	NOUN
ajis02-2541	325	53	strategy	strategy	NOUN
ajis02-2541	325	54	20	20	NUM
ajis02-2541	325	55	possible	possible	ADJ
ajis02-2541	325	56	through	through	ADP
ajis02-2541	325	57	real	real	ADJ
ajis02-2541	325	58	-	-	PUNCT
ajis02-2541	325	59	time	time	NOUN
ajis02-2541	325	60	analytics	analytic	NOUN
ajis02-2541	325	61	.	.	PUNCT
ajis02-2541	326	1	organizations	organization	NOUN
ajis02-2541	326	2	could	could	AUX
ajis02-2541	326	3	use	use	VERB
ajis02-2541	326	4	technologies	technology	NOUN
ajis02-2541	326	5	such	such	ADJ
ajis02-2541	326	6	as	as	ADP
ajis02-2541	326	7	newsql	newsql	NOUN
ajis02-2541	326	8	to	to	PART
ajis02-2541	326	9	drive	drive	VERB
ajis02-2541	326	10	real	real	ADJ
ajis02-2541	326	11	-	-	PUNCT
ajis02-2541	326	12	time	time	NOUN
ajis02-2541	326	13	analytics	analytic	NOUN
ajis02-2541	326	14	.	.	PUNCT
ajis02-2541	327	1	one	one	NUM
ajis02-2541	327	2	of	of	ADP
ajis02-2541	327	3	the	the	DET
ajis02-2541	327	4	architects	architect	NOUN
ajis02-2541	327	5	has	have	AUX
ajis02-2541	327	6	commented	comment	VERB
ajis02-2541	327	7	on	on	ADP
ajis02-2541	327	8	the	the	DET
ajis02-2541	327	9	popularity	popularity	NOUN
ajis02-2541	327	10	and	and	CCONJ
ajis02-2541	327	11	relevance	relevance	NOUN
ajis02-2541	327	12	of	of	ADP
ajis02-2541	327	13	newsql	newsql	ADJ
ajis02-2541	327	14	systems	system	NOUN
ajis02-2541	327	15	,	,	PUNCT
ajis02-2541	327	16	“	"	PUNCT
ajis02-2541	327	17	i	i	PRON
ajis02-2541	327	18	have	have	VERB
ajis02-2541	327	19	my	my	PRON
ajis02-2541	327	20	apprehensions	apprehension	NOUN
ajis02-2541	327	21	about	about	ADP
ajis02-2541	327	22	newsql	newsql	NOUN
ajis02-2541	327	23	;	;	PUNCT
ajis02-2541	327	24	if	if	SCONJ
ajis02-2541	327	25	you	you	PRON
ajis02-2541	327	26	look	look	VERB
ajis02-2541	327	27	at	at	ADP
ajis02-2541	327	28	the	the	DET
ajis02-2541	327	29	way	way	NOUN
ajis02-2541	327	30	it	it	PRON
ajis02-2541	327	31	has	have	AUX
ajis02-2541	327	32	come	come	VERB
ajis02-2541	327	33	up	up	ADP
ajis02-2541	327	34	,	,	PUNCT
ajis02-2541	327	35	it	it	PRON
ajis02-2541	327	36	has	have	AUX
ajis02-2541	327	37	been	be	AUX
ajis02-2541	327	38	there	there	ADV
ajis02-2541	327	39	for	for	ADP
ajis02-2541	327	40	almost	almost	ADV
ajis02-2541	327	41	8	8	NUM
ajis02-2541	327	42	years	year	NOUN
ajis02-2541	327	43	now	now	ADV
ajis02-2541	327	44	;	;	PUNCT
ajis02-2541	327	45	2011	2011	NUM
ajis02-2541	327	46	is	be	AUX
ajis02-2541	327	47	when	when	SCONJ
ajis02-2541	327	48	it	it	PRON
ajis02-2541	327	49	came	come	VERB
ajis02-2541	327	50	first	first	ADV
ajis02-2541	327	51	;	;	PUNCT
ajis02-2541	327	52	–	–	PUNCT
ajis02-2541	327	53	not	not	PART
ajis02-2541	327	54	much	much	ADJ
ajis02-2541	327	55	of	of	ADP
ajis02-2541	327	56	adoption	adoption	NOUN
ajis02-2541	327	57	happened	happen	VERB
ajis02-2541	327	58	in	in	ADP
ajis02-2541	327	59	the	the	DET
ajis02-2541	327	60	industry	industry	NOUN
ajis02-2541	327	61	;	;	PUNCT
ajis02-2541	327	62	that	that	PRON
ajis02-2541	327	63	is	be	AUX
ajis02-2541	327	64	what	what	PRON
ajis02-2541	327	65	i	i	PRON
ajis02-2541	327	66	have	have	AUX
ajis02-2541	327	67	seen	see	VERB
ajis02-2541	327	68	;	;	PUNCT
ajis02-2541	327	69	even	even	ADV
ajis02-2541	327	70	though	though	SCONJ
ajis02-2541	327	71	it	it	PRON
ajis02-2541	327	72	(	(	PUNCT
ajis02-2541	327	73	newsql	newsql	NOUN
ajis02-2541	327	74	)	)	PUNCT
ajis02-2541	327	75	happened	happen	VERB
ajis02-2541	327	76	,	,	PUNCT
ajis02-2541	327	77	it	it	PRON
ajis02-2541	327	78	happened	happen	VERB
ajis02-2541	327	79	in	in	ADP
ajis02-2541	327	80	a	a	DET
ajis02-2541	327	81	small	small	ADJ
ajis02-2541	327	82	way	way	NOUN
ajis02-2541	327	83	;	;	PUNCT
ajis02-2541	327	84	in	in	ADP
ajis02-2541	327	85	places	place	NOUN
ajis02-2541	327	86	like	like	ADP
ajis02-2541	327	87	ours	ours	PRON
ajis02-2541	327	88	(	(	PUNCT
ajis02-2541	327	89	e	e	NOUN
ajis02-2541	327	90	-	-	NOUN
ajis02-2541	327	91	commerce	commerce	NOUN
ajis02-2541	327	92	portals	portal	NOUN
ajis02-2541	327	93	)	)	PUNCT
ajis02-2541	327	94	,	,	PUNCT
ajis02-2541	327	95	it	it	PRON
ajis02-2541	327	96	is	be	AUX
ajis02-2541	327	97	difficult	difficult	ADJ
ajis02-2541	327	98	to	to	PART
ajis02-2541	327	99	adopt	adopt	VERB
ajis02-2541	327	100	(	(	PUNCT
ajis02-2541	327	101	a	a	DET
ajis02-2541	327	102	tool	tool	NOUN
ajis02-2541	327	103	or	or	CCONJ
ajis02-2541	327	104	technology	technology	NOUN
ajis02-2541	327	105	)	)	PUNCT
ajis02-2541	327	106	which	which	PRON
ajis02-2541	327	107	is	be	AUX
ajis02-2541	327	108	not	not	PART
ajis02-2541	327	109	previously	previously	ADV
ajis02-2541	327	110	adopted	adopt	VERB
ajis02-2541	327	111	or	or	CCONJ
ajis02-2541	327	112	proven	prove	VERB
ajis02-2541	327	113	(	(	PUNCT
ajis02-2541	327	114	by	by	ADP
ajis02-2541	327	115	others	other	NOUN
ajis02-2541	327	116	)	)	PUNCT
ajis02-2541	327	117	;	;	PUNCT
ajis02-2541	327	118	…	…	PUNCT
ajis02-2541	327	119	the	the	DET
ajis02-2541	327	120	maturity	maturity	NOUN
ajis02-2541	327	121	of	of	ADP
ajis02-2541	327	122	newsql	newsql	NOUN
ajis02-2541	327	123	is	be	AUX
ajis02-2541	327	124	still	still	ADV
ajis02-2541	327	125	a	a	DET
ajis02-2541	327	126	question	question	NOUN
ajis02-2541	327	127	;	;	PUNCT
ajis02-2541	327	128	(	(	PUNCT
ajis02-2541	327	129	a1	a1	NOUN
ajis02-2541	327	130	,	,	PUNCT
ajis02-2541	327	131	senior	senior	ADJ
ajis02-2541	327	132	data	data	NOUN
ajis02-2541	327	133	architect	architect	NOUN
ajis02-2541	327	134	)	)	PUNCT
ajis02-2541	327	135	the	the	DET
ajis02-2541	327	136	architects	architect	NOUN
ajis02-2541	327	137	feel	feel	VERB
ajis02-2541	327	138	that	that	SCONJ
ajis02-2541	327	139	newsql	newsql	ADJ
ajis02-2541	327	140	systems	system	NOUN
ajis02-2541	327	141	handle	handle	VERB
ajis02-2541	327	142	real	real	ADJ
ajis02-2541	327	143	-	-	PUNCT
ajis02-2541	327	144	time	time	NOUN
ajis02-2541	327	145	analysis	analysis	NOUN
ajis02-2541	327	146	at	at	ADP
ajis02-2541	327	147	a	a	DET
ajis02-2541	327	148	higher	high	ADJ
ajis02-2541	327	149	cost	cost	NOUN
ajis02-2541	327	150	compared	compare	VERB
ajis02-2541	327	151	to	to	ADP
ajis02-2541	327	152	other	other	ADJ
ajis02-2541	327	153	streaming	streaming	NOUN
ajis02-2541	327	154	analytics	analytic	NOUN
ajis02-2541	327	155	tools	tool	NOUN
ajis02-2541	327	156	that	that	PRON
ajis02-2541	327	157	are	be	AUX
ajis02-2541	327	158	open	open	ADJ
ajis02-2541	327	159	-	-	PUNCT
ajis02-2541	327	160	source	source	NOUN
ajis02-2541	327	161	or	or	CCONJ
ajis02-2541	327	162	offered	offer	VERB
ajis02-2541	327	163	at	at	ADP
ajis02-2541	327	164	a	a	DET
ajis02-2541	327	165	significantly	significantly	ADV
ajis02-2541	327	166	lower	low	ADJ
ajis02-2541	327	167	cost	cost	NOUN
ajis02-2541	327	168	.	.	PUNCT
ajis02-2541	328	1	one	one	NUM
ajis02-2541	328	2	of	of	ADP
ajis02-2541	328	3	the	the	DET
ajis02-2541	328	4	subject	subject	NOUN
ajis02-2541	328	5	matter	matter	NOUN
ajis02-2541	328	6	experts	expert	NOUN
ajis02-2541	328	7	used	use	VERB
ajis02-2541	328	8	for	for	ADP
ajis02-2541	328	9	this	this	DET
ajis02-2541	328	10	study	study	NOUN
ajis02-2541	328	11	,	,	PUNCT
ajis02-2541	328	12	feel	feel	VERB
ajis02-2541	328	13	that	that	SCONJ
ajis02-2541	328	14	tools	tool	NOUN
ajis02-2541	328	15	such	such	ADJ
ajis02-2541	328	16	as	as	ADP
ajis02-2541	328	17	kafka	kafka	PROPN
ajis02-2541	328	18	,	,	PUNCT
ajis02-2541	328	19	provided	provide	VERB
ajis02-2541	328	20	by	by	ADP
ajis02-2541	328	21	apache	apache	PROPN
ajis02-2541	328	22	foundation	foundation	PROPN
ajis02-2541	328	23	,	,	PUNCT
ajis02-2541	328	24	could	could	AUX
ajis02-2541	328	25	listen	listen	VERB
ajis02-2541	328	26	to	to	ADP
ajis02-2541	328	27	messages	message	NOUN
ajis02-2541	328	28	streaming	streaming	NOUN
ajis02-2541	328	29	from	from	ADP
ajis02-2541	328	30	sm	sm	PROPN
ajis02-2541	328	31	,	,	PUNCT
ajis02-2541	328	32	and	and	CCONJ
ajis02-2541	328	33	synchronously	synchronously	ADV
ajis02-2541	328	34	do	do	VERB
ajis02-2541	328	35	analysis	analysis	NOUN
ajis02-2541	328	36	such	such	ADJ
ajis02-2541	328	37	as	as	ADP
ajis02-2541	328	38	trends	trend	NOUN
ajis02-2541	328	39	and	and	CCONJ
ajis02-2541	328	40	sentiments	sentiment	NOUN
ajis02-2541	328	41	.	.	PUNCT
ajis02-2541	329	1	information	information	NOUN
ajis02-2541	329	2	visualization	visualization	NOUN
ajis02-2541	329	3	tools	tool	NOUN
ajis02-2541	329	4	could	could	AUX
ajis02-2541	329	5	directly	directly	ADV
ajis02-2541	329	6	connect	connect	VERB
ajis02-2541	329	7	to	to	ADP
ajis02-2541	329	8	streaming	streaming	NOUN
ajis02-2541	329	9	analytics	analytic	NOUN
ajis02-2541	329	10	tools	tool	NOUN
ajis02-2541	329	11	and	and	CCONJ
ajis02-2541	329	12	plot	plot	VERB
ajis02-2541	329	13	real	real	ADJ
ajis02-2541	329	14	-	-	PUNCT
ajis02-2541	329	15	time	time	NOUN
ajis02-2541	329	16	reports	report	NOUN
ajis02-2541	329	17	on	on	ADP
ajis02-2541	329	18	inbound	inbound	ADJ
ajis02-2541	329	19	comments	comment	NOUN
ajis02-2541	329	20	.	.	PUNCT
ajis02-2541	330	1	the	the	DET
ajis02-2541	330	2	messages	message	NOUN
ajis02-2541	330	3	coming	come	VERB
ajis02-2541	330	4	through	through	ADP
ajis02-2541	330	5	kafka	kafka	PROPN
ajis02-2541	330	6	are	be	AUX
ajis02-2541	330	7	cached	cache	VERB
ajis02-2541	330	8	in	in	ADP
ajis02-2541	330	9	kafka	kafka	PROPN
ajis02-2541	330	10	for	for	ADP
ajis02-2541	330	11	a	a	DET
ajis02-2541	330	12	duration	duration	NOUN
ajis02-2541	330	13	that	that	PRON
ajis02-2541	330	14	could	could	AUX
ajis02-2541	330	15	be	be	AUX
ajis02-2541	330	16	configured	configure	VERB
ajis02-2541	330	17	.	.	PUNCT
ajis02-2541	331	1	developers	developer	NOUN
ajis02-2541	331	2	could	could	AUX
ajis02-2541	331	3	write	write	VERB
ajis02-2541	331	4	scripts	script	NOUN
ajis02-2541	331	5	to	to	PART
ajis02-2541	331	6	move	move	VERB
ajis02-2541	331	7	the	the	DET
ajis02-2541	331	8	streaming	streaming	NOUN
ajis02-2541	331	9	messages	message	NOUN
ajis02-2541	331	10	coming	come	VERB
ajis02-2541	331	11	through	through	ADP
ajis02-2541	331	12	kafka	kafka	PROPN
ajis02-2541	331	13	,	,	PUNCT
ajis02-2541	331	14	and	and	CCONJ
ajis02-2541	331	15	persist	persist	VERB
ajis02-2541	331	16	them	they	PRON
ajis02-2541	331	17	in	in	ADP
ajis02-2541	331	18	a	a	DET
ajis02-2541	331	19	data	data	NOUN
ajis02-2541	331	20	-	-	PUNCT
ajis02-2541	331	21	store	store	NOUN
ajis02-2541	331	22	if	if	SCONJ
ajis02-2541	331	23	needed	need	VERB
ajis02-2541	331	24	(	(	PUNCT
ajis02-2541	331	25	yang	yang	PROPN
ajis02-2541	331	26	,	,	PUNCT
ajis02-2541	331	27	2016	2016	NUM
ajis02-2541	331	28	)	)	PUNCT
ajis02-2541	331	29	.	.	PUNCT
ajis02-2541	332	1	a1	a1	NOUN
ajis02-2541	332	2	has	have	AUX
ajis02-2541	332	3	opined	opine	VERB
ajis02-2541	332	4	,	,	PUNCT
ajis02-2541	332	5	“	"	PUNCT
ajis02-2541	332	6	you	you	PRON
ajis02-2541	332	7	will	will	AUX
ajis02-2541	332	8	have	have	VERB
ajis02-2541	332	9	a	a	DET
ajis02-2541	332	10	lot	lot	NOUN
ajis02-2541	332	11	more	more	ADJ
ajis02-2541	332	12	channels	channel	NOUN
ajis02-2541	332	13	kafka	kafka	PROPN
ajis02-2541	332	14	listens	listen	VERB
ajis02-2541	332	15	at	at	ADP
ajis02-2541	332	16	(	(	PUNCT
ajis02-2541	332	17	to	to	PART
ajis02-2541	332	18	)	)	PUNCT
ajis02-2541	332	19	;	;	PUNCT
ajis02-2541	332	20	you	you	PRON
ajis02-2541	332	21	could	could	AUX
ajis02-2541	332	22	push	push	VERB
ajis02-2541	332	23	messages	message	NOUN
ajis02-2541	332	24	to	to	ADP
ajis02-2541	332	25	various	various	ADJ
ajis02-2541	332	26	channels	channel	NOUN
ajis02-2541	332	27	–	–	PUNCT
ajis02-2541	332	28	the	the	DET
ajis02-2541	332	29	product	product	NOUN
ajis02-2541	332	30	could	could	AUX
ajis02-2541	332	31	be	be	AUX
ajis02-2541	332	32	one	one	NUM
ajis02-2541	332	33	,	,	PUNCT
ajis02-2541	332	34	and	and	CCONJ
ajis02-2541	332	35	so	so	ADV
ajis02-2541	332	36	on	on	ADV
ajis02-2541	332	37	.	.	PUNCT
ajis02-2541	333	1	…	…	PUNCT
ajis02-2541	333	2	if	if	SCONJ
ajis02-2541	333	3	they	they	PRON
ajis02-2541	333	4	(	(	PUNCT
ajis02-2541	333	5	firms	firm	NOUN
ajis02-2541	333	6	)	)	PUNCT
ajis02-2541	333	7	want	want	VERB
ajis02-2541	333	8	to	to	PART
ajis02-2541	333	9	do	do	VERB
ajis02-2541	333	10	that	that	DET
ajis02-2541	333	11	(	(	PUNCT
ajis02-2541	333	12	real	real	ADJ
ajis02-2541	333	13	-	-	PUNCT
ajis02-2541	333	14	time	time	NOUN
ajis02-2541	333	15	analysis	analysis	NOUN
ajis02-2541	333	16	)	)	PUNCT
ajis02-2541	333	17	,	,	PUNCT
ajis02-2541	333	18	we	we	PRON
ajis02-2541	333	19	will	will	AUX
ajis02-2541	333	20	have	have	VERB
ajis02-2541	333	21	(	(	PUNCT
ajis02-2541	333	22	a	a	DET
ajis02-2541	333	23	tool	tool	NOUN
ajis02-2541	333	24	like	like	ADP
ajis02-2541	333	25	)	)	PUNCT
ajis02-2541	333	26	tableau	tableau	PROPN
ajis02-2541	333	27	listening	listen	VERB
ajis02-2541	333	28	to	to	ADP
ajis02-2541	333	29	kafka	kafka	PROPN
ajis02-2541	333	30	;	;	PUNCT
ajis02-2541	333	31	then	then	ADV
ajis02-2541	333	32	,	,	PUNCT
ajis02-2541	333	33	you	you	PRON
ajis02-2541	333	34	can	can	AUX
ajis02-2541	333	35	do	do	VERB
ajis02-2541	333	36	real	real	ADJ
ajis02-2541	333	37	-	-	PUNCT
ajis02-2541	333	38	time	time	NOUN
ajis02-2541	333	39	analytics	analytic	NOUN
ajis02-2541	333	40	;	;	PUNCT
ajis02-2541	333	41	so	so	ADV
ajis02-2541	333	42	,	,	PUNCT
ajis02-2541	333	43	kafka	kafka	PROPN
ajis02-2541	333	44	would	would	AUX
ajis02-2541	333	45	be	be	AUX
ajis02-2541	333	46	your	your	PRON
ajis02-2541	333	47	data	data	NOUN
ajis02-2541	333	48	source	source	NOUN
ajis02-2541	333	49	for	for	ADP
ajis02-2541	333	50	tableau	tableau	NOUN
ajis02-2541	333	51	;	;	PUNCT
ajis02-2541	333	52	it	it	PRON
ajis02-2541	333	53	is	be	AUX
ajis02-2541	333	54	like	like	ADP
ajis02-2541	333	55	messaging	message	VERB
ajis02-2541	333	56	queue	queue	NOUN
ajis02-2541	333	57	;	;	PUNCT
ajis02-2541	333	58	the	the	DET
ajis02-2541	333	59	data	data	NOUN
ajis02-2541	333	60	gets	get	AUX
ajis02-2541	333	61	persisted	persist	VERB
ajis02-2541	333	62	for	for	ADP
ajis02-2541	333	63	a	a	DET
ajis02-2541	333	64	period	period	NOUN
ajis02-2541	333	65	of	of	ADP
ajis02-2541	333	66	time	time	NOUN
ajis02-2541	333	67	(	(	PUNCT
ajis02-2541	333	68	in	in	ADP
ajis02-2541	333	69	kafka	kafka	PROPN
ajis02-2541	333	70	)	)	PUNCT
ajis02-2541	333	71	;	;	PUNCT
ajis02-2541	333	72	then	then	ADV
ajis02-2541	333	73	,	,	PUNCT
ajis02-2541	333	74	you	you	PRON
ajis02-2541	333	75	could	could	AUX
ajis02-2541	333	76	refresh	refresh	VERB
ajis02-2541	333	77	that	that	PRON
ajis02-2541	333	78	also	also	ADV
ajis02-2541	333	79	;	;	PUNCT
ajis02-2541	333	80	if	if	SCONJ
ajis02-2541	333	81	you	you	PRON
ajis02-2541	333	82	do	do	AUX
ajis02-2541	333	83	not	not	PART
ajis02-2541	333	84	want	want	VERB
ajis02-2541	333	85	to	to	PART
ajis02-2541	333	86	keep	keep	VERB
ajis02-2541	333	87	that	that	DET
ajis02-2541	333	88	data	datum	NOUN
ajis02-2541	333	89	(	(	PUNCT
ajis02-2541	333	90	in	in	ADP
ajis02-2541	333	91	kafka	kafka	PROPN
ajis02-2541	333	92	)	)	PUNCT
ajis02-2541	333	93	for	for	ADP
ajis02-2541	333	94	a	a	DET
ajis02-2541	333	95	long	long	ADJ
ajis02-2541	333	96	time	time	NOUN
ajis02-2541	333	97	,	,	PUNCT
ajis02-2541	333	98	you	you	PRON
ajis02-2541	333	99	could	could	AUX
ajis02-2541	333	100	set	set	VERB
ajis02-2541	333	101	the	the	DET
ajis02-2541	333	102	configuration	configuration	NOUN
ajis02-2541	333	103	to	to	PART
ajis02-2541	333	104	‘	'	PUNCT
ajis02-2541	333	105	delete	delete	VERB
ajis02-2541	333	106	the	the	DET
ajis02-2541	333	107	messages	message	NOUN
ajis02-2541	333	108	’	'	PUNCT
ajis02-2541	333	109	,	,	PUNCT
ajis02-2541	333	110	or	or	CCONJ
ajis02-2541	333	111	you	you	PRON
ajis02-2541	333	112	could	could	AUX
ajis02-2541	333	113	move	move	VERB
ajis02-2541	333	114	the	the	DET
ajis02-2541	333	115	messages	message	NOUN
ajis02-2541	333	116	(	(	PUNCT
ajis02-2541	333	117	to	to	ADP
ajis02-2541	333	118	your	your	PRON
ajis02-2541	333	119	data	data	NOUN
ajis02-2541	333	120	warehouse	warehouse	NOUN
ajis02-2541	333	121	or	or	CCONJ
ajis02-2541	333	122	transactional	transactional	ADJ
ajis02-2541	333	123	systems	system	NOUN
ajis02-2541	333	124	)	)	PUNCT
ajis02-2541	333	125	also	also	ADV
ajis02-2541	333	126	”	"	PUNCT
ajis02-2541	333	127	(	(	PUNCT
ajis02-2541	333	128	a1	a1	NOUN
ajis02-2541	333	129	,	,	PUNCT
ajis02-2541	333	130	senior	senior	ADJ
ajis02-2541	333	131	data	data	NOUN
ajis02-2541	333	132	architect	architect	NOUN
ajis02-2541	333	133	)	)	PUNCT
ajis02-2541	333	134	the	the	DET
ajis02-2541	333	135	big	big	ADJ
ajis02-2541	333	136	data	datum	NOUN
ajis02-2541	333	137	and	and	CCONJ
ajis02-2541	333	138	data	datum	NOUN
ajis02-2541	333	139	management	management	NOUN
ajis02-2541	333	140	reference	reference	NOUN
ajis02-2541	333	141	architecture	architecture	NOUN
ajis02-2541	333	142	depicted	depict	VERB
ajis02-2541	333	143	in	in	ADP
ajis02-2541	333	144	fig.1	fig.1	PROPN
ajis02-2541	333	145	covers	cover	VERB
ajis02-2541	333	146	all	all	DET
ajis02-2541	333	147	the	the	DET
ajis02-2541	333	148	components	component	NOUN
ajis02-2541	333	149	of	of	ADP
ajis02-2541	333	150	edw	edw	PROPN
ajis02-2541	333	151	and	and	CCONJ
ajis02-2541	333	152	data	data	PROPN
ajis02-2541	333	153	lake	lake	NOUN
ajis02-2541	333	154	.	.	PUNCT
ajis02-2541	334	1	the	the	DET
ajis02-2541	334	2	streaming	streaming	NOUN
ajis02-2541	334	3	-	-	PUNCT
ajis02-2541	334	4	analytics	analytic	NOUN
ajis02-2541	334	5	part	part	NOUN
ajis02-2541	334	6	in	in	ADP
ajis02-2541	334	7	fig.1	fig.1	PROPN
ajis02-2541	334	8	is	be	AUX
ajis02-2541	334	9	explained	explain	VERB
ajis02-2541	334	10	in	in	ADP
ajis02-2541	334	11	fig.3	fig.3	PROPN
ajis02-2541	334	12	,	,	PUNCT
ajis02-2541	334	13	which	which	PRON
ajis02-2541	334	14	contains	contain	VERB
ajis02-2541	334	15	high	high	ADJ
ajis02-2541	334	16	-	-	PUNCT
ajis02-2541	334	17	level	level	NOUN
ajis02-2541	334	18	architecture	architecture	NOUN
ajis02-2541	334	19	and	and	CCONJ
ajis02-2541	334	20	process	process	NOUN
ajis02-2541	334	21	flow	flow	NOUN
ajis02-2541	334	22	associated	associate	VERB
ajis02-2541	334	23	with	with	ADP
ajis02-2541	334	24	kafka	kafka	PROPN
ajis02-2541	334	25	enabled	enable	VERB
ajis02-2541	334	26	stream	stream	NOUN
ajis02-2541	334	27	-	-	PUNCT
ajis02-2541	334	28	processing	processing	NOUN
ajis02-2541	334	29	.	.	PUNCT
ajis02-2541	335	1	fig.3	fig.3	ADJ
ajis02-2541	335	2	stream	stream	NOUN
ajis02-2541	335	3	processing	processing	NOUN
ajis02-2541	335	4	using	use	VERB
ajis02-2541	335	5	kafka	kafka	PROPN
ajis02-2541	335	6	–	–	PUNCT
ajis02-2541	335	7	high	high	ADJ
ajis02-2541	335	8	-	-	PUNCT
ajis02-2541	335	9	level	level	NOUN
ajis02-2541	335	10	architecture	architecture	NOUN
ajis02-2541	335	11	and	and	CCONJ
ajis02-2541	335	12	process	process	NOUN
ajis02-2541	335	13	flow	flow	VERB
ajis02-2541	335	14	persist	persist	ADJ
ajis02-2541	335	15	data	datum	NOUN
ajis02-2541	335	16	to	to	ADP
ajis02-2541	335	17	disk(optional	disk(optional	ADJ
ajis02-2541	335	18	)	)	PUNCT
ajis02-2541	335	19	data	datum	NOUN
ajis02-2541	335	20	request	request	NOUN
ajis02-2541	335	21	api	api	NOUN
ajis02-2541	335	22	twitter	twitter	NOUN
ajis02-2541	335	23	facebook	facebook	PROPN
ajis02-2541	335	24	python	python	PROPN
ajis02-2541	335	25	tableau	tableau	PROPN
ajis02-2541	335	26	batch	batch	PROPN
ajis02-2541	335	27	data	datum	NOUN
ajis02-2541	335	28	streaming	streaming	NOUN
ajis02-2541	335	29	data	datum	NOUN
ajis02-2541	335	30	data	datum	NOUN
ajis02-2541	335	31	sources	source	NOUN
ajis02-2541	335	32	extraction	extraction	NOUN
ajis02-2541	335	33	python	python	NOUN
ajis02-2541	335	34	script	script	NOUN
ajis02-2541	335	35	kafka	kafka	PROPN
ajis02-2541	335	36	storage	storage	PROPN
ajis02-2541	335	37	&	&	CCONJ
ajis02-2541	335	38	messaging	message	VERB
ajis02-2541	335	39	storage	storage	NOUN
ajis02-2541	335	40	kafka	kafka	PROPN
ajis02-2541	335	41	connect	connect	VERB
ajis02-2541	335	42	hdfs	hdfs	PROPN
ajis02-2541	335	43	hive	hive	PROPN
ajis02-2541	335	44	store	store	NOUN
ajis02-2541	335	45	analysis	analysis	NOUN
ajis02-2541	335	46	&	&	CCONJ
ajis02-2541	335	47	report	report	VERB
ajis02-2541	335	48	australasian	australasian	ADJ
ajis02-2541	335	49	journal	journal	NOUN
ajis02-2541	335	50	of	of	ADP
ajis02-2541	335	51	information	information	NOUN
ajis02-2541	335	52	systems	system	NOUN
ajis02-2541	335	53	balakrishnan	balakrishnan	PROPN
ajis02-2541	335	54	,	,	PUNCT
ajis02-2541	335	55	das	das	PROPN
ajis02-2541	335	56	&	&	CCONJ
ajis02-2541	335	57	chattopadhyay	chattopadhyay	PROPN
ajis02-2541	335	58	2020	2020	NUM
ajis02-2541	335	59	,	,	PUNCT
ajis02-2541	335	60	vol	vol	NOUN
ajis02-2541	335	61	24	24	NUM
ajis02-2541	335	62	,	,	PUNCT
ajis02-2541	335	63	research	research	NOUN
ajis02-2541	335	64	article	article	NOUN
ajis02-2541	335	65	implementing	implement	VERB
ajis02-2541	335	66	data	datum	NOUN
ajis02-2541	335	67	strategy	strategy	NOUN
ajis02-2541	335	68	21	21	NUM
ajis02-2541	335	69	5.3	5.3	NUM
ajis02-2541	335	70	guidelines	guideline	NOUN
ajis02-2541	335	71	for	for	ADP
ajis02-2541	335	72	building	build	VERB
ajis02-2541	335	73	a	a	DET
ajis02-2541	335	74	robust	robust	ADJ
ajis02-2541	335	75	data	datum	NOUN
ajis02-2541	335	76	architecture	architecture	NOUN
ajis02-2541	335	77	organizations	organization	NOUN
ajis02-2541	335	78	have	have	VERB
ajis02-2541	335	79	predicaments	predicament	NOUN
ajis02-2541	335	80	on	on	ADP
ajis02-2541	335	81	the	the	DET
ajis02-2541	335	82	validity	validity	NOUN
ajis02-2541	335	83	of	of	ADP
ajis02-2541	335	84	the	the	DET
ajis02-2541	335	85	data	datum	NOUN
ajis02-2541	335	86	management	management	NOUN
ajis02-2541	335	87	solutions	solution	NOUN
ajis02-2541	335	88	discussed	discuss	VERB
ajis02-2541	335	89	in	in	ADP
ajis02-2541	335	90	this	this	DET
ajis02-2541	335	91	paper	paper	NOUN
ajis02-2541	335	92	,	,	PUNCT
ajis02-2541	335	93	and	and	CCONJ
ajis02-2541	335	94	the	the	DET
ajis02-2541	335	95	chances	chance	NOUN
ajis02-2541	335	96	of	of	ADP
ajis02-2541	335	97	these	these	DET
ajis02-2541	335	98	solutions	solution	NOUN
ajis02-2541	335	99	becoming	become	VERB
ajis02-2541	335	100	obsolete	obsolete	ADJ
ajis02-2541	335	101	.	.	PUNCT
ajis02-2541	336	1	the	the	DET
ajis02-2541	336	2	solutions	solution	NOUN
ajis02-2541	336	3	mentioned	mention	VERB
ajis02-2541	336	4	in	in	ADP
ajis02-2541	336	5	this	this	DET
ajis02-2541	336	6	study	study	NOUN
ajis02-2541	336	7	such	such	ADJ
ajis02-2541	336	8	as	as	ADP
ajis02-2541	336	9	rdbms	rdbms	NOUN
ajis02-2541	336	10	,	,	PUNCT
ajis02-2541	336	11	nosql	nosql	ADJ
ajis02-2541	336	12	,	,	PUNCT
ajis02-2541	336	13	and	and	CCONJ
ajis02-2541	336	14	newsql	newsql	NOUN
ajis02-2541	336	15	or	or	CCONJ
ajis02-2541	336	16	real	real	ADJ
ajis02-2541	336	17	-	-	PUNCT
ajis02-2541	336	18	time	time	NOUN
ajis02-2541	336	19	analysis	analysis	NOUN
ajis02-2541	336	20	tools	tool	NOUN
ajis02-2541	336	21	,	,	PUNCT
ajis02-2541	336	22	complement	complement	VERB
ajis02-2541	336	23	each	each	DET
ajis02-2541	336	24	other	other	ADJ
ajis02-2541	336	25	and	and	CCONJ
ajis02-2541	336	26	will	will	AUX
ajis02-2541	336	27	continue	continue	VERB
ajis02-2541	336	28	to	to	PART
ajis02-2541	336	29	co	co	VERB
ajis02-2541	336	30	-	-	VERB
ajis02-2541	336	31	exist	exist	VERB
ajis02-2541	336	32	in	in	ADP
ajis02-2541	336	33	an	an	DET
ajis02-2541	336	34	enterprise	enterprise	NOUN
ajis02-2541	336	35	.	.	PUNCT
ajis02-2541	337	1	the	the	DET
ajis02-2541	337	2	choice	choice	NOUN
ajis02-2541	337	3	of	of	ADP
ajis02-2541	337	4	using	use	VERB
ajis02-2541	337	5	an	an	DET
ajis02-2541	337	6	appropriate	appropriate	ADJ
ajis02-2541	337	7	data	datum	NOUN
ajis02-2541	337	8	management	management	NOUN
ajis02-2541	337	9	solution	solution	NOUN
ajis02-2541	337	10	is	be	AUX
ajis02-2541	337	11	dependent	dependent	ADJ
ajis02-2541	337	12	on	on	ADP
ajis02-2541	337	13	the	the	DET
ajis02-2541	337	14	type	type	NOUN
ajis02-2541	337	15	of	of	ADP
ajis02-2541	337	16	data	datum	NOUN
ajis02-2541	337	17	that	that	PRON
ajis02-2541	337	18	needs	need	VERB
ajis02-2541	337	19	to	to	PART
ajis02-2541	337	20	be	be	AUX
ajis02-2541	337	21	managed	manage	VERB
ajis02-2541	337	22	,	,	PUNCT
ajis02-2541	337	23	the	the	DET
ajis02-2541	337	24	way	way	NOUN
ajis02-2541	337	25	the	the	DET
ajis02-2541	337	26	data	data	NOUN
ajis02-2541	337	27	has	have	VERB
ajis02-2541	337	28	to	to	PART
ajis02-2541	337	29	be	be	AUX
ajis02-2541	337	30	integrated	integrate	VERB
ajis02-2541	337	31	and	and	CCONJ
ajis02-2541	337	32	transformed	transform	VERB
ajis02-2541	337	33	,	,	PUNCT
ajis02-2541	337	34	and	and	CCONJ
ajis02-2541	337	35	the	the	DET
ajis02-2541	337	36	method	method	NOUN
ajis02-2541	337	37	the	the	DET
ajis02-2541	337	38	data	data	NOUN
ajis02-2541	337	39	has	have	VERB
ajis02-2541	337	40	to	to	PART
ajis02-2541	337	41	be	be	AUX
ajis02-2541	337	42	analysed	analyse	VERB
ajis02-2541	337	43	.	.	PUNCT
ajis02-2541	338	1	in	in	ADP
ajis02-2541	338	2	the	the	DET
ajis02-2541	338	3	interest	interest	NOUN
ajis02-2541	338	4	of	of	ADP
ajis02-2541	338	5	time	time	NOUN
ajis02-2541	338	6	,	,	PUNCT
ajis02-2541	338	7	effort	effort	NOUN
ajis02-2541	338	8	and	and	CCONJ
ajis02-2541	338	9	cost	cost	NOUN
ajis02-2541	338	10	,	,	PUNCT
ajis02-2541	338	11	organizations	organization	NOUN
ajis02-2541	338	12	tend	tend	VERB
ajis02-2541	338	13	to	to	PART
ajis02-2541	338	14	standardize	standardize	VERB
ajis02-2541	338	15	the	the	DET
ajis02-2541	338	16	usage	usage	NOUN
ajis02-2541	338	17	of	of	ADP
ajis02-2541	338	18	data	datum	NOUN
ajis02-2541	338	19	management	management	NOUN
ajis02-2541	338	20	solutions	solution	NOUN
ajis02-2541	338	21	.	.	PUNCT
ajis02-2541	339	1	the	the	DET
ajis02-2541	339	2	standardization	standardization	NOUN
ajis02-2541	339	3	of	of	ADP
ajis02-2541	339	4	solutions	solution	NOUN
ajis02-2541	339	5	is	be	AUX
ajis02-2541	339	6	considered	consider	VERB
ajis02-2541	339	7	a	a	DET
ajis02-2541	339	8	good	good	ADJ
ajis02-2541	339	9	initiative	initiative	NOUN
ajis02-2541	339	10	,	,	PUNCT
ajis02-2541	339	11	but	but	CCONJ
ajis02-2541	339	12	it	it	PRON
ajis02-2541	339	13	may	may	AUX
ajis02-2541	339	14	not	not	PART
ajis02-2541	339	15	be	be	AUX
ajis02-2541	339	16	the	the	DET
ajis02-2541	339	17	right	right	ADJ
ajis02-2541	339	18	choice	choice	NOUN
ajis02-2541	339	19	.	.	PUNCT
ajis02-2541	340	1	as	as	SCONJ
ajis02-2541	340	2	one	one	PRON
ajis02-2541	340	3	could	could	AUX
ajis02-2541	340	4	notice	notice	VERB
ajis02-2541	340	5	,	,	PUNCT
ajis02-2541	340	6	data	datum	NOUN
ajis02-2541	340	7	keeps	keep	VERB
ajis02-2541	340	8	on	on	ADP
ajis02-2541	340	9	evolving	evolve	VERB
ajis02-2541	340	10	.	.	PUNCT
ajis02-2541	341	1	as	as	SCONJ
ajis02-2541	341	2	the	the	DET
ajis02-2541	341	3	data	data	NOUN
ajis02-2541	341	4	evolves	evolve	VERB
ajis02-2541	341	5	,	,	PUNCT
ajis02-2541	341	6	the	the	DET
ajis02-2541	341	7	data	data	NOUN
ajis02-2541	341	8	management	management	NOUN
ajis02-2541	341	9	solutions	solution	NOUN
ajis02-2541	341	10	have	have	VERB
ajis02-2541	341	11	to	to	PART
ajis02-2541	341	12	evolve	evolve	VERB
ajis02-2541	341	13	as	as	ADV
ajis02-2541	341	14	well	well	ADV
ajis02-2541	341	15	.	.	PUNCT
ajis02-2541	342	1	with	with	ADP
ajis02-2541	342	2	that	that	PRON
ajis02-2541	342	3	,	,	PUNCT
ajis02-2541	342	4	the	the	DET
ajis02-2541	342	5	adage	adage	NOUN
ajis02-2541	342	6	of	of	ADP
ajis02-2541	342	7	one	one	NUM
ajis02-2541	342	8	-	-	PUNCT
ajis02-2541	342	9	size	size	NOUN
ajis02-2541	342	10	-	-	PUNCT
ajis02-2541	342	11	fits	fit	VERB
ajis02-2541	342	12	-	-	PUNCT
ajis02-2541	342	13	all	all	PRON
ajis02-2541	342	14	would	would	AUX
ajis02-2541	342	15	not	not	PART
ajis02-2541	342	16	work	work	VERB
ajis02-2541	342	17	anymore	anymore	ADV
ajis02-2541	342	18	,	,	PUNCT
ajis02-2541	342	19	when	when	SCONJ
ajis02-2541	342	20	discussing	discuss	VERB
ajis02-2541	342	21	data	data	NOUN
ajis02-2541	342	22	management	management	NOUN
ajis02-2541	342	23	solutions	solution	NOUN
ajis02-2541	342	24	.	.	PUNCT
ajis02-2541	343	1	it	it	PRON
ajis02-2541	343	2	is	be	AUX
ajis02-2541	343	3	suggested	suggest	VERB
ajis02-2541	343	4	that	that	SCONJ
ajis02-2541	343	5	organizations	organization	NOUN
ajis02-2541	343	6	should	should	AUX
ajis02-2541	343	7	extract	extract	VERB
ajis02-2541	343	8	all	all	DET
ajis02-2541	343	9	types	type	NOUN
ajis02-2541	343	10	of	of	ADP
ajis02-2541	343	11	data	datum	NOUN
ajis02-2541	343	12	available	available	ADJ
ajis02-2541	343	13	on	on	ADP
ajis02-2541	343	14	external	external	ADJ
ajis02-2541	343	15	systems	system	NOUN
ajis02-2541	343	16	,	,	PUNCT
ajis02-2541	343	17	load	load	VERB
ajis02-2541	343	18	them	they	PRON
ajis02-2541	343	19	into	into	ADP
ajis02-2541	343	20	a	a	DET
ajis02-2541	343	21	low	low	ADJ
ajis02-2541	343	22	-	-	PUNCT
ajis02-2541	343	23	cost	cost	NOUN
ajis02-2541	343	24	big	big	ADJ
ajis02-2541	343	25	data	datum	NOUN
ajis02-2541	343	26	setup	setup	NOUN
ajis02-2541	343	27	,	,	PUNCT
ajis02-2541	343	28	regardless	regardless	ADV
ajis02-2541	343	29	of	of	ADP
ajis02-2541	343	30	whether	whether	SCONJ
ajis02-2541	343	31	it	it	PRON
ajis02-2541	343	32	could	could	AUX
ajis02-2541	343	33	be	be	AUX
ajis02-2541	343	34	leveraged	leverage	VERB
ajis02-2541	343	35	or	or	CCONJ
ajis02-2541	343	36	not	not	PART
ajis02-2541	343	37	.	.	PUNCT
ajis02-2541	344	1	when	when	SCONJ
ajis02-2541	344	2	organizations	organization	NOUN
ajis02-2541	344	3	arrive	arrive	VERB
ajis02-2541	344	4	at	at	ADP
ajis02-2541	344	5	a	a	DET
ajis02-2541	344	6	need	need	NOUN
ajis02-2541	344	7	to	to	PART
ajis02-2541	344	8	use	use	VERB
ajis02-2541	344	9	the	the	DET
ajis02-2541	344	10	saved	save	VERB
ajis02-2541	344	11	data	datum	NOUN
ajis02-2541	344	12	from	from	ADP
ajis02-2541	344	13	external	external	ADJ
ajis02-2541	344	14	sources	source	NOUN
ajis02-2541	344	15	,	,	PUNCT
ajis02-2541	344	16	they	they	PRON
ajis02-2541	344	17	could	could	AUX
ajis02-2541	344	18	implement	implement	VERB
ajis02-2541	344	19	processes	process	NOUN
ajis02-2541	344	20	to	to	PART
ajis02-2541	344	21	transform	transform	VERB
ajis02-2541	344	22	the	the	DET
ajis02-2541	344	23	staged	stage	VERB
ajis02-2541	344	24	data	datum	NOUN
ajis02-2541	344	25	into	into	ADP
ajis02-2541	344	26	meaningful	meaningful	ADJ
ajis02-2541	344	27	business	business	NOUN
ajis02-2541	344	28	metrics	metric	NOUN
ajis02-2541	344	29	and	and	CCONJ
ajis02-2541	344	30	persist	persist	VERB
ajis02-2541	344	31	into	into	ADP
ajis02-2541	344	32	an	an	DET
ajis02-2541	344	33	edw	edw	PROPN
ajis02-2541	344	34	.	.	PUNCT
ajis02-2541	345	1	organizations	organization	NOUN
ajis02-2541	345	2	have	have	VERB
ajis02-2541	345	3	to	to	PART
ajis02-2541	345	4	be	be	AUX
ajis02-2541	345	5	mindful	mindful	ADJ
ajis02-2541	345	6	of	of	ADP
ajis02-2541	345	7	data	datum	NOUN
ajis02-2541	345	8	quality	quality	NOUN
ajis02-2541	345	9	,	,	PUNCT
ajis02-2541	345	10	as	as	SCONJ
ajis02-2541	345	11	the	the	DET
ajis02-2541	345	12	data	datum	NOUN
ajis02-2541	345	13	quality	quality	NOUN
ajis02-2541	345	14	determines	determine	VERB
ajis02-2541	345	15	the	the	DET
ajis02-2541	345	16	effectiveness	effectiveness	NOUN
ajis02-2541	345	17	of	of	ADP
ajis02-2541	345	18	data	datum	NOUN
ajis02-2541	345	19	analytics	analytic	NOUN
ajis02-2541	345	20	.	.	PUNCT
ajis02-2541	346	1	organizations	organization	NOUN
ajis02-2541	346	2	have	have	VERB
ajis02-2541	346	3	to	to	PART
ajis02-2541	346	4	implement	implement	VERB
ajis02-2541	346	5	a	a	DET
ajis02-2541	346	6	business	business	NOUN
ajis02-2541	346	7	-	-	PUNCT
ajis02-2541	346	8	rule	rule	NOUN
ajis02-2541	346	9	driven	drive	VERB
ajis02-2541	346	10	data	datum	NOUN
ajis02-2541	346	11	cleansing	cleansing	NOUN
ajis02-2541	346	12	,	,	PUNCT
ajis02-2541	346	13	data	datum	NOUN
ajis02-2541	346	14	profiling	profiling	NOUN
ajis02-2541	346	15	,	,	PUNCT
ajis02-2541	346	16	and	and	CCONJ
ajis02-2541	346	17	data	datum	NOUN
ajis02-2541	346	18	validation	validation	NOUN
ajis02-2541	346	19	procedure	procedure	NOUN
ajis02-2541	346	20	to	to	PART
ajis02-2541	346	21	make	make	VERB
ajis02-2541	346	22	sure	sure	ADJ
ajis02-2541	346	23	that	that	SCONJ
ajis02-2541	346	24	the	the	DET
ajis02-2541	346	25	data	data	NOUN
ajis02-2541	346	26	is	be	AUX
ajis02-2541	346	27	analysis	analysis	NOUN
ajis02-2541	346	28	-	-	PUNCT
ajis02-2541	346	29	ready	ready	ADJ
ajis02-2541	346	30	before	before	SCONJ
ajis02-2541	346	31	it	it	PRON
ajis02-2541	346	32	is	be	AUX
ajis02-2541	346	33	transformed	transform	VERB
ajis02-2541	346	34	and	and	CCONJ
ajis02-2541	346	35	loaded	load	VERB
ajis02-2541	346	36	into	into	ADP
ajis02-2541	346	37	edw	edw	PROPN
ajis02-2541	346	38	.	.	PROPN
ajis02-2541	346	39	for	for	ADP
ajis02-2541	346	40	transactional	transactional	ADJ
ajis02-2541	346	41	systems	system	NOUN
ajis02-2541	346	42	,	,	PUNCT
ajis02-2541	346	43	to	to	PART
ajis02-2541	346	44	strengthen	strengthen	VERB
ajis02-2541	346	45	the	the	DET
ajis02-2541	346	46	data	datum	NOUN
ajis02-2541	346	47	quality	quality	NOUN
ajis02-2541	346	48	,	,	PUNCT
ajis02-2541	346	49	organizations	organization	NOUN
ajis02-2541	346	50	could	could	AUX
ajis02-2541	346	51	implement	implement	VERB
ajis02-2541	346	52	maker	maker	NOUN
ajis02-2541	346	53	-	-	PUNCT
ajis02-2541	346	54	checker	checker	NOUN
ajis02-2541	346	55	,	,	PUNCT
ajis02-2541	346	56	a	a	DET
ajis02-2541	346	57	widely	widely	ADV
ajis02-2541	346	58	implemented	implement	VERB
ajis02-2541	346	59	,	,	PUNCT
ajis02-2541	346	60	successful	successful	ADJ
ajis02-2541	346	61	process	process	NOUN
ajis02-2541	346	62	implemented	implement	VERB
ajis02-2541	346	63	in	in	ADP
ajis02-2541	346	64	the	the	DET
ajis02-2541	346	65	financial	financial	ADJ
ajis02-2541	346	66	services	service	NOUN
ajis02-2541	346	67	industry	industry	NOUN
ajis02-2541	346	68	(	(	PUNCT
ajis02-2541	346	69	commercial	commercial	ADJ
ajis02-2541	346	70	bank	bank	NOUN
ajis02-2541	346	71	,	,	PUNCT
ajis02-2541	346	72	2018	2018	NUM
ajis02-2541	346	73	)	)	PUNCT
ajis02-2541	346	74	.	.	PUNCT
ajis02-2541	347	1	this	this	DET
ajis02-2541	347	2	process	process	NOUN
ajis02-2541	347	3	mandates	mandate	VERB
ajis02-2541	347	4	a	a	DET
ajis02-2541	347	5	transaction	transaction	NOUN
ajis02-2541	347	6	entered	enter	VERB
ajis02-2541	347	7	by	by	ADP
ajis02-2541	347	8	a	a	DET
ajis02-2541	347	9	maker	maker	NOUN
ajis02-2541	347	10	to	to	PART
ajis02-2541	347	11	be	be	AUX
ajis02-2541	347	12	verified	verify	VERB
ajis02-2541	347	13	and	and	CCONJ
ajis02-2541	347	14	approved	approve	VERB
ajis02-2541	347	15	by	by	ADP
ajis02-2541	347	16	a	a	DET
ajis02-2541	347	17	checker	checker	NOUN
ajis02-2541	347	18	,	,	PUNCT
ajis02-2541	347	19	to	to	PART
ajis02-2541	347	20	make	make	VERB
ajis02-2541	347	21	sure	sure	ADJ
ajis02-2541	347	22	that	that	SCONJ
ajis02-2541	347	23	the	the	DET
ajis02-2541	347	24	data	data	NOUN
ajis02-2541	347	25	is	be	AUX
ajis02-2541	347	26	valid	valid	ADJ
ajis02-2541	347	27	and	and	CCONJ
ajis02-2541	347	28	useable	useable	ADJ
ajis02-2541	347	29	.	.	PUNCT
ajis02-2541	348	1	the	the	DET
ajis02-2541	348	2	data	datum	NOUN
ajis02-2541	348	3	extracted	extract	VERB
ajis02-2541	348	4	from	from	ADP
ajis02-2541	348	5	external	external	ADJ
ajis02-2541	348	6	source	source	NOUN
ajis02-2541	348	7	systems	system	NOUN
ajis02-2541	348	8	such	such	ADJ
ajis02-2541	348	9	as	as	ADP
ajis02-2541	348	10	sm	sm	PROPN
ajis02-2541	348	11	,	,	PUNCT
ajis02-2541	348	12	forums	forum	NOUN
ajis02-2541	348	13	,	,	PUNCT
ajis02-2541	348	14	blogs	blog	NOUN
ajis02-2541	348	15	,	,	PUNCT
ajis02-2541	348	16	and	and	CCONJ
ajis02-2541	348	17	newsletters	newsletter	NOUN
ajis02-2541	348	18	get	get	AUX
ajis02-2541	348	19	inserted	insert	VERB
ajis02-2541	348	20	into	into	ADP
ajis02-2541	348	21	data	datum	NOUN
ajis02-2541	348	22	lakes	lake	NOUN
ajis02-2541	348	23	,	,	PUNCT
ajis02-2541	348	24	and	and	CCONJ
ajis02-2541	348	25	data	datum	NOUN
ajis02-2541	348	26	governance	governance	NOUN
ajis02-2541	348	27	enables	enable	VERB
ajis02-2541	348	28	the	the	DET
ajis02-2541	348	29	data	datum	NOUN
ajis02-2541	348	30	to	to	PART
ajis02-2541	348	31	be	be	AUX
ajis02-2541	348	32	tagged	tag	VERB
ajis02-2541	348	33	.	.	PUNCT
ajis02-2541	349	1	in	in	ADP
ajis02-2541	349	2	other	other	ADJ
ajis02-2541	349	3	words	word	NOUN
ajis02-2541	349	4	,	,	PUNCT
ajis02-2541	349	5	data	datum	NOUN
ajis02-2541	349	6	governance	governance	NOUN
ajis02-2541	349	7	mechanisms	mechanism	NOUN
ajis02-2541	349	8	warrant	warrant	VERB
ajis02-2541	349	9	architects	architect	NOUN
ajis02-2541	349	10	to	to	PART
ajis02-2541	349	11	catalogue	catalogue	VERB
ajis02-2541	349	12	the	the	DET
ajis02-2541	349	13	data	datum	NOUN
ajis02-2541	349	14	that	that	PRON
ajis02-2541	349	15	gets	get	VERB
ajis02-2541	349	16	into	into	ADP
ajis02-2541	349	17	data	datum	NOUN
ajis02-2541	349	18	lakes	lake	NOUN
ajis02-2541	349	19	by	by	ADP
ajis02-2541	349	20	building	build	VERB
ajis02-2541	349	21	a	a	DET
ajis02-2541	349	22	meta	meta	ADJ
ajis02-2541	349	23	-	-	PUNCT
ajis02-2541	349	24	data	data	NOUN
ajis02-2541	349	25	repository	repository	NOUN
ajis02-2541	349	26	.	.	PUNCT
ajis02-2541	350	1	the	the	DET
ajis02-2541	350	2	data	datum	NOUN
ajis02-2541	350	3	has	have	VERB
ajis02-2541	350	4	to	to	PART
ajis02-2541	350	5	be	be	AUX
ajis02-2541	350	6	governed	govern	VERB
ajis02-2541	350	7	in	in	ADP
ajis02-2541	350	8	terms	term	NOUN
ajis02-2541	350	9	of	of	ADP
ajis02-2541	350	10	ownership	ownership	NOUN
ajis02-2541	350	11	,	,	PUNCT
ajis02-2541	350	12	accountability	accountability	NOUN
ajis02-2541	350	13	,	,	PUNCT
ajis02-2541	350	14	sharing	sharing	NOUN
ajis02-2541	350	15	,	,	PUNCT
ajis02-2541	350	16	and	and	CCONJ
ajis02-2541	350	17	usage	usage	NOUN
ajis02-2541	350	18	,	,	PUNCT
ajis02-2541	350	19	to	to	PART
ajis02-2541	350	20	avoid	avoid	VERB
ajis02-2541	350	21	accumulating	accumulate	VERB
ajis02-2541	350	22	unwanted	unwanted	ADJ
ajis02-2541	350	23	data	datum	NOUN
ajis02-2541	350	24	in	in	ADP
ajis02-2541	350	25	the	the	DET
ajis02-2541	350	26	form	form	NOUN
ajis02-2541	350	27	of	of	ADP
ajis02-2541	350	28	data	data	NOUN
ajis02-2541	350	29	swamps	swamps	NOUN
ajis02-2541	350	30	(	(	PUNCT
ajis02-2541	350	31	ghosh	ghosh	PROPN
ajis02-2541	350	32	,	,	PUNCT
ajis02-2541	350	33	2019	2019	NUM
ajis02-2541	350	34	)	)	PUNCT
ajis02-2541	350	35	.	.	PUNCT
ajis02-2541	351	1	the	the	DET
ajis02-2541	351	2	organization	organization	NOUN
ajis02-2541	351	3	’s	’s	PART
ajis02-2541	351	4	success	success	NOUN
ajis02-2541	351	5	in	in	ADP
ajis02-2541	351	6	building	build	VERB
ajis02-2541	351	7	a	a	DET
ajis02-2541	351	8	robust	robust	ADJ
ajis02-2541	351	9	data	datum	NOUN
ajis02-2541	351	10	management	management	NOUN
ajis02-2541	351	11	system	system	NOUN
ajis02-2541	351	12	depends	depend	VERB
ajis02-2541	351	13	on	on	ADP
ajis02-2541	351	14	implementing	implement	VERB
ajis02-2541	351	15	solutions	solution	NOUN
ajis02-2541	351	16	such	such	ADJ
ajis02-2541	351	17	as	as	ADP
ajis02-2541	351	18	master	master	NOUN
ajis02-2541	351	19	data	data	PROPN
ajis02-2541	351	20	management	management	NOUN
ajis02-2541	351	21	(	(	PUNCT
ajis02-2541	351	22	mdm	mdm	NOUN
ajis02-2541	351	23	)	)	PUNCT
ajis02-2541	351	24	solution	solution	NOUN
ajis02-2541	351	25	,	,	PUNCT
ajis02-2541	351	26	implementing	implement	VERB
ajis02-2541	351	27	data	data	NOUN
ajis02-2541	351	28	privacy	privacy	NOUN
ajis02-2541	351	29	,	,	PUNCT
ajis02-2541	351	30	and	and	CCONJ
ajis02-2541	351	31	maintaining	maintain	VERB
ajis02-2541	351	32	data	data	NOUN
ajis02-2541	351	33	portability	portability	NOUN
ajis02-2541	351	34	to	to	ADP
ajis02-2541	351	35	other	other	ADJ
ajis02-2541	351	36	environments	environment	NOUN
ajis02-2541	351	37	when	when	SCONJ
ajis02-2541	351	38	needed	need	VERB
ajis02-2541	351	39	(	(	PUNCT
ajis02-2541	351	40	addagada	addagada	NOUN
ajis02-2541	351	41	,	,	PUNCT
ajis02-2541	351	42	2019	2019	NUM
ajis02-2541	351	43	)	)	PUNCT
ajis02-2541	351	44	.	.	PUNCT
ajis02-2541	352	1	master	master	NOUN
ajis02-2541	352	2	data	data	PROPN
ajis02-2541	352	3	is	be	AUX
ajis02-2541	352	4	defined	define	VERB
ajis02-2541	352	5	as	as	ADP
ajis02-2541	352	6	an	an	DET
ajis02-2541	352	7	organization	organization	NOUN
ajis02-2541	352	8	’s	’s	PART
ajis02-2541	352	9	core	core	NOUN
ajis02-2541	352	10	data	datum	NOUN
ajis02-2541	352	11	,	,	PUNCT
ajis02-2541	352	12	containing	contain	VERB
ajis02-2541	352	13	the	the	DET
ajis02-2541	352	14	necessary	necessary	ADJ
ajis02-2541	352	15	information	information	NOUN
ajis02-2541	352	16	that	that	PRON
ajis02-2541	352	17	is	be	AUX
ajis02-2541	352	18	critical	critical	ADJ
ajis02-2541	352	19	to	to	PART
ajis02-2541	352	20	run	run	VERB
ajis02-2541	352	21	the	the	DET
ajis02-2541	352	22	business	business	NOUN
ajis02-2541	352	23	,	,	PUNCT
ajis02-2541	352	24	and	and	CCONJ
ajis02-2541	352	25	the	the	DET
ajis02-2541	352	26	data	data	NOUN
ajis02-2541	352	27	is	be	AUX
ajis02-2541	352	28	relatively	relatively	ADV
ajis02-2541	352	29	stable	stable	ADJ
ajis02-2541	352	30	in	in	ADP
ajis02-2541	352	31	nature	nature	NOUN
ajis02-2541	352	32	(	(	PUNCT
ajis02-2541	352	33	foote	foote	NOUN
ajis02-2541	352	34	,	,	PUNCT
ajis02-2541	352	35	2019a	2019a	NUM
ajis02-2541	352	36	)	)	PUNCT
ajis02-2541	352	37	.	.	PUNCT
ajis02-2541	353	1	some	some	PRON
ajis02-2541	353	2	of	of	ADP
ajis02-2541	353	3	the	the	DET
ajis02-2541	353	4	master	master	NOUN
ajis02-2541	353	5	data	datum	NOUN
ajis02-2541	353	6	domains	domain	NOUN
ajis02-2541	353	7	include	include	VERB
ajis02-2541	353	8	customers	customer	NOUN
ajis02-2541	353	9	,	,	PUNCT
ajis02-2541	353	10	products	product	NOUN
ajis02-2541	353	11	,	,	PUNCT
ajis02-2541	353	12	and	and	CCONJ
ajis02-2541	353	13	locations	location	NOUN
ajis02-2541	353	14	.	.	PUNCT
ajis02-2541	354	1	in	in	ADP
ajis02-2541	354	2	the	the	DET
ajis02-2541	354	3	words	word	NOUN
ajis02-2541	354	4	of	of	ADP
ajis02-2541	354	5	a1	a1	NOUN
ajis02-2541	354	6	,	,	PUNCT
ajis02-2541	354	7	“	"	PUNCT
ajis02-2541	354	8	the	the	DET
ajis02-2541	354	9	centralized	centralized	ADJ
ajis02-2541	354	10	master	master	NOUN
ajis02-2541	354	11	data	datum	NOUN
ajis02-2541	354	12	–	–	PUNCT
ajis02-2541	354	13	used	use	VERB
ajis02-2541	354	14	by	by	ADP
ajis02-2541	354	15	all	all	DET
ajis02-2541	354	16	systems	system	NOUN
ajis02-2541	354	17	in	in	ADP
ajis02-2541	354	18	the	the	DET
ajis02-2541	354	19	enterprise	enterprise	NOUN
ajis02-2541	354	20	;	;	PUNCT
ajis02-2541	354	21	generally	generally	ADV
ajis02-2541	354	22	,	,	PUNCT
ajis02-2541	354	23	one	one	NUM
ajis02-2541	354	24	(	(	PUNCT
ajis02-2541	354	25	the	the	DET
ajis02-2541	354	26	firm	firm	NOUN
ajis02-2541	354	27	)	)	PUNCT
ajis02-2541	354	28	stores	store	NOUN
ajis02-2541	354	29	only	only	ADV
ajis02-2541	354	30	one	one	NUM
ajis02-2541	354	31	instance	instance	NOUN
ajis02-2541	354	32	of	of	ADP
ajis02-2541	354	33	master	master	NOUN
ajis02-2541	354	34	data	datum	NOUN
ajis02-2541	354	35	–	–	PUNCT
ajis02-2541	354	36	that	that	PRON
ajis02-2541	354	37	gets	get	AUX
ajis02-2541	354	38	replicated	replicate	VERB
ajis02-2541	354	39	or	or	CCONJ
ajis02-2541	354	40	federated	federate	VERB
ajis02-2541	354	41	to	to	ADP
ajis02-2541	354	42	other	other	ADJ
ajis02-2541	354	43	systems	system	NOUN
ajis02-2541	354	44	;	;	PUNCT
ajis02-2541	354	45	the	the	DET
ajis02-2541	354	46	data	datum	NOUN
ajis02-2541	354	47	in	in	ADP
ajis02-2541	354	48	master	master	NOUN
ajis02-2541	354	49	data	datum	NOUN
ajis02-2541	354	50	should	should	AUX
ajis02-2541	354	51	reflect	reflect	VERB
ajis02-2541	354	52	‘	'	PUNCT
ajis02-2541	354	53	the	the	DET
ajis02-2541	354	54	single	single	ADJ
ajis02-2541	354	55	version	version	NOUN
ajis02-2541	354	56	of	of	ADP
ajis02-2541	354	57	your	your	PRON
ajis02-2541	354	58	most	most	ADV
ajis02-2541	354	59	important	important	ADJ
ajis02-2541	354	60	entities	entity	NOUN
ajis02-2541	354	61	in	in	ADP
ajis02-2541	354	62	the	the	DET
ajis02-2541	354	63	enterprise	enterprise	NOUN
ajis02-2541	354	64	–	–	PUNCT
ajis02-2541	354	65	like	like	ADP
ajis02-2541	354	66	customer	customer	NOUN
ajis02-2541	354	67	and	and	CCONJ
ajis02-2541	354	68	part	part	NOUN
ajis02-2541	354	69	/	/	SYM
ajis02-2541	354	70	product	product	NOUN
ajis02-2541	354	71	details	detail	NOUN
ajis02-2541	354	72	’	'	PUNCT
ajis02-2541	354	73	.	.	PUNCT
ajis02-2541	355	1	a	a	DET
ajis02-2541	355	2	well	well	ADV
ajis02-2541	355	3	-	-	PUNCT
ajis02-2541	355	4	defined	define	VERB
ajis02-2541	355	5	master	master	NOUN
ajis02-2541	355	6	data	datum	NOUN
ajis02-2541	355	7	of	of	ADP
ajis02-2541	355	8	customers	customer	NOUN
ajis02-2541	355	9	and	and	CCONJ
ajis02-2541	355	10	products	product	NOUN
ajis02-2541	355	11	can	can	AUX
ajis02-2541	355	12	enable	enable	VERB
ajis02-2541	355	13	the	the	DET
ajis02-2541	355	14	firm	firm	NOUN
ajis02-2541	355	15	to	to	PART
ajis02-2541	355	16	get	get	VERB
ajis02-2541	355	17	a	a	DET
ajis02-2541	355	18	unified	unified	ADJ
ajis02-2541	355	19	view	view	NOUN
ajis02-2541	355	20	of	of	ADP
ajis02-2541	355	21	customer	customer	NOUN
ajis02-2541	355	22	-	-	PUNCT
ajis02-2541	355	23	wise	wise	ADJ
ajis02-2541	355	24	product	product	NOUN
ajis02-2541	355	25	sales	sale	NOUN
ajis02-2541	355	26	across	across	ADP
ajis02-2541	355	27	various	various	ADJ
ajis02-2541	355	28	channels	channel	NOUN
ajis02-2541	355	29	–	–	PUNCT
ajis02-2541	355	30	in	in	ADP
ajis02-2541	355	31	an	an	DET
ajis02-2541	355	32	effective	effective	ADJ
ajis02-2541	355	33	way	way	NOUN
ajis02-2541	355	34	in	in	ADP
ajis02-2541	355	35	very	very	ADV
ajis02-2541	355	36	short	short	ADJ
ajis02-2541	355	37	span	span	NOUN
ajis02-2541	355	38	of	of	ADP
ajis02-2541	355	39	time	time	NOUN
ajis02-2541	355	40	;	;	PUNCT
ajis02-2541	355	41	mdm	mdm	PROPN
ajis02-2541	355	42	increases	increase	VERB
ajis02-2541	355	43	data	datum	NOUN
ajis02-2541	355	44	analytics	analytic	NOUN
ajis02-2541	355	45	efficiency	efficiency	NOUN
ajis02-2541	355	46	”	"	PUNCT
ajis02-2541	355	47	(	(	PUNCT
ajis02-2541	355	48	a1	a1	NOUN
ajis02-2541	355	49	,	,	PUNCT
ajis02-2541	355	50	senior	senior	ADJ
ajis02-2541	355	51	data	data	NOUN
ajis02-2541	355	52	architect	architect	NOUN
ajis02-2541	355	53	)	)	PUNCT
ajis02-2541	355	54	australasian	australasian	ADJ
ajis02-2541	355	55	journal	journal	NOUN
ajis02-2541	355	56	of	of	ADP
ajis02-2541	355	57	information	information	NOUN
ajis02-2541	355	58	systems	system	NOUN
ajis02-2541	355	59	balakrishnan	balakrishnan	PROPN
ajis02-2541	355	60	,	,	PUNCT
ajis02-2541	355	61	das	das	PROPN
ajis02-2541	355	62	&	&	CCONJ
ajis02-2541	355	63	chattopadhyay	chattopadhyay	PROPN
ajis02-2541	355	64	2020	2020	NUM
ajis02-2541	355	65	,	,	PUNCT
ajis02-2541	355	66	vol	vol	NOUN
ajis02-2541	355	67	24	24	NUM
ajis02-2541	355	68	,	,	PUNCT
ajis02-2541	355	69	research	research	NOUN
ajis02-2541	355	70	article	article	NOUN
ajis02-2541	355	71	implementing	implement	VERB
ajis02-2541	355	72	data	datum	NOUN
ajis02-2541	355	73	strategy	strategy	NOUN
ajis02-2541	355	74	22	22	NUM
ajis02-2541	355	75	as	as	SCONJ
ajis02-2541	355	76	the	the	DET
ajis02-2541	355	77	type	type	NOUN
ajis02-2541	355	78	of	of	ADP
ajis02-2541	355	79	data	datum	NOUN
ajis02-2541	355	80	evolves	evolve	NOUN
ajis02-2541	355	81	,	,	PUNCT
ajis02-2541	355	82	data	datum	NOUN
ajis02-2541	355	83	modelling	modelling	NOUN
ajis02-2541	355	84	has	have	AUX
ajis02-2541	355	85	become	become	VERB
ajis02-2541	355	86	even	even	ADV
ajis02-2541	355	87	more	more	ADV
ajis02-2541	355	88	important	important	ADJ
ajis02-2541	355	89	(	(	PUNCT
ajis02-2541	355	90	foote	foote	NOUN
ajis02-2541	355	91	,	,	PUNCT
ajis02-2541	355	92	2019b	2019b	NUM
ajis02-2541	355	93	)	)	PUNCT
ajis02-2541	355	94	.	.	PUNCT
ajis02-2541	356	1	the	the	DET
ajis02-2541	356	2	benefits	benefit	NOUN
ajis02-2541	356	3	associated	associate	VERB
ajis02-2541	356	4	with	with	ADP
ajis02-2541	356	5	modelling	model	VERB
ajis02-2541	356	6	nosql	nosql	ADJ
ajis02-2541	356	7	data	datum	NOUN
ajis02-2541	356	8	include	include	VERB
ajis02-2541	356	9	improved	improve	VERB
ajis02-2541	356	10	data	datum	NOUN
ajis02-2541	356	11	quality	quality	NOUN
ajis02-2541	356	12	,	,	PUNCT
ajis02-2541	356	13	lot	lot	NOUN
ajis02-2541	356	14	more	more	ADV
ajis02-2541	356	15	identifiable	identifiable	ADJ
ajis02-2541	356	16	information	information	NOUN
ajis02-2541	356	17	,	,	PUNCT
ajis02-2541	356	18	and	and	CCONJ
ajis02-2541	356	19	enhanced	enhance	VERB
ajis02-2541	356	20	business	business	NOUN
ajis02-2541	356	21	intelligence	intelligence	NOUN
ajis02-2541	356	22	.	.	PUNCT
ajis02-2541	357	1	architects	architect	NOUN
ajis02-2541	357	2	could	could	AUX
ajis02-2541	357	3	start	start	VERB
ajis02-2541	357	4	with	with	ADP
ajis02-2541	357	5	simple	simple	ADJ
ajis02-2541	357	6	models	model	NOUN
ajis02-2541	357	7	,	,	PUNCT
ajis02-2541	357	8	and	and	CCONJ
ajis02-2541	357	9	make	make	VERB
ajis02-2541	357	10	the	the	DET
ajis02-2541	357	11	models	model	NOUN
ajis02-2541	357	12	agile	agile	ADJ
ajis02-2541	357	13	,	,	PUNCT
ajis02-2541	357	14	keeping	keep	VERB
ajis02-2541	357	15	them	they	PRON
ajis02-2541	357	16	evolve	evolve	NOUN
ajis02-2541	357	17	as	as	ADP
ajis02-2541	357	18	new	new	ADJ
ajis02-2541	357	19	data	datum	NOUN
ajis02-2541	357	20	sources	source	NOUN
ajis02-2541	357	21	and	and	CCONJ
ajis02-2541	357	22	types	type	NOUN
ajis02-2541	357	23	of	of	ADP
ajis02-2541	357	24	data	datum	NOUN
ajis02-2541	357	25	get	get	AUX
ajis02-2541	357	26	added	add	VERB
ajis02-2541	357	27	into	into	ADP
ajis02-2541	357	28	data	datum	NOUN
ajis02-2541	357	29	lakes	lake	NOUN
ajis02-2541	357	30	(	(	PUNCT
ajis02-2541	357	31	foote	foote	NOUN
ajis02-2541	357	32	,	,	PUNCT
ajis02-2541	357	33	2019b	2019b	NUM
ajis02-2541	357	34	)	)	PUNCT
ajis02-2541	357	35	.	.	PUNCT
ajis02-2541	358	1	in	in	ADP
ajis02-2541	358	2	the	the	DET
ajis02-2541	358	3	words	word	NOUN
ajis02-2541	358	4	of	of	ADP
ajis02-2541	358	5	a2	a2	PROPN
ajis02-2541	358	6	and	and	CCONJ
ajis02-2541	358	7	his	his	PRON
ajis02-2541	358	8	team	team	NOUN
ajis02-2541	358	9	,	,	PUNCT
ajis02-2541	358	10	“	"	PUNCT
ajis02-2541	358	11	data	data	NOUN
ajis02-2541	358	12	models	model	NOUN
ajis02-2541	358	13	are	be	AUX
ajis02-2541	358	14	very	very	ADV
ajis02-2541	358	15	important	important	ADJ
ajis02-2541	358	16	regardless	regardless	ADV
ajis02-2541	358	17	of	of	ADP
ajis02-2541	358	18	the	the	DET
ajis02-2541	358	19	data	datum	NOUN
ajis02-2541	358	20	you	you	PRON
ajis02-2541	358	21	use	use	VERB
ajis02-2541	358	22	;	;	PUNCT
ajis02-2541	358	23	all	all	PRON
ajis02-2541	358	24	of	of	ADP
ajis02-2541	358	25	us	we	PRON
ajis02-2541	358	26	are	be	AUX
ajis02-2541	358	27	familiar	familiar	ADJ
ajis02-2541	358	28	with	with	ADP
ajis02-2541	358	29	oltp	oltp	PROPN
ajis02-2541	358	30	and	and	CCONJ
ajis02-2541	358	31	olap	olap	ADJ
ajis02-2541	358	32	related	related	ADJ
ajis02-2541	358	33	data	data	NOUN
ajis02-2541	358	34	models	model	NOUN
ajis02-2541	358	35	(	(	PUNCT
ajis02-2541	358	36	normalization	normalization	NOUN
ajis02-2541	358	37	and	and	CCONJ
ajis02-2541	358	38	relational	relational	ADJ
ajis02-2541	358	39	databases	database	NOUN
ajis02-2541	358	40	)	)	PUNCT
ajis02-2541	358	41	;	;	PUNCT
ajis02-2541	358	42	now	now	ADV
ajis02-2541	358	43	,	,	PUNCT
ajis02-2541	358	44	with	with	ADP
ajis02-2541	358	45	all	all	DET
ajis02-2541	358	46	the	the	DET
ajis02-2541	358	47	evolving	evolve	VERB
ajis02-2541	358	48	database	database	NOUN
ajis02-2541	358	49	types	type	NOUN
ajis02-2541	358	50	,	,	PUNCT
ajis02-2541	358	51	we	we	PRON
ajis02-2541	358	52	need	need	VERB
ajis02-2541	358	53	to	to	PART
ajis02-2541	358	54	constantly	constantly	ADV
ajis02-2541	358	55	add	add	VERB
ajis02-2541	358	56	meta	meta	ADJ
ajis02-2541	358	57	-	-	PUNCT
ajis02-2541	358	58	data	data	NOUN
ajis02-2541	358	59	repositories	repository	NOUN
ajis02-2541	358	60	and	and	CCONJ
ajis02-2541	358	61	models	model	NOUN
ajis02-2541	358	62	to	to	PART
ajis02-2541	358	63	define	define	VERB
ajis02-2541	358	64	and	and	CCONJ
ajis02-2541	358	65	hold	hold	VERB
ajis02-2541	358	66	that	that	DET
ajis02-2541	358	67	data	datum	NOUN
ajis02-2541	358	68	;	;	PUNCT
ajis02-2541	358	69	this	this	PRON
ajis02-2541	358	70	(	(	PUNCT
ajis02-2541	358	71	modelling	model	VERB
ajis02-2541	358	72	nosql	nosql	ADJ
ajis02-2541	358	73	data	datum	NOUN
ajis02-2541	358	74	)	)	PUNCT
ajis02-2541	358	75	will	will	AUX
ajis02-2541	358	76	play	play	VERB
ajis02-2541	358	77	a	a	DET
ajis02-2541	358	78	critical	critical	ADJ
ajis02-2541	358	79	role	role	NOUN
ajis02-2541	358	80	when	when	SCONJ
ajis02-2541	358	81	you	you	PRON
ajis02-2541	358	82	do	do	VERB
ajis02-2541	358	83	analysis	analysis	NOUN
ajis02-2541	358	84	;	;	PUNCT
ajis02-2541	358	85	to	to	PART
ajis02-2541	358	86	give	give	VERB
ajis02-2541	358	87	an	an	DET
ajis02-2541	358	88	example	example	NOUN
ajis02-2541	358	89	,	,	PUNCT
ajis02-2541	358	90	if	if	SCONJ
ajis02-2541	358	91	you	you	PRON
ajis02-2541	358	92	want	want	VERB
ajis02-2541	358	93	to	to	PART
ajis02-2541	358	94	monitor	monitor	VERB
ajis02-2541	358	95	twitter	twitter	NOUN
ajis02-2541	358	96	feeds	feed	VERB
ajis02-2541	358	97	for	for	ADP
ajis02-2541	358	98	a	a	DET
ajis02-2541	358	99	given	give	VERB
ajis02-2541	358	100	trending	trending	NOUN
ajis02-2541	358	101	topic	topic	NOUN
ajis02-2541	358	102	,	,	PUNCT
ajis02-2541	358	103	the	the	DET
ajis02-2541	358	104	data	datum	NOUN
ajis02-2541	358	105	could	could	AUX
ajis02-2541	358	106	be	be	AUX
ajis02-2541	358	107	stored	store	VERB
ajis02-2541	358	108	in	in	ADP
ajis02-2541	358	109	a	a	DET
ajis02-2541	358	110	relational	relational	ADJ
ajis02-2541	358	111	model	model	NOUN
ajis02-2541	358	112	that	that	PRON
ajis02-2541	358	113	store	store	NOUN
ajis02-2541	358	114	,	,	PUNCT
ajis02-2541	358	115	topic	topic	NOUN
ajis02-2541	358	116	-	-	PUNCT
ajis02-2541	358	117	id	id	ADJ
ajis02-2541	358	118	,	,	PUNCT
ajis02-2541	358	119	topic	topic	NOUN
ajis02-2541	358	120	-	-	PUNCT
ajis02-2541	358	121	name	name	NOUN
ajis02-2541	358	122	,	,	PUNCT
ajis02-2541	358	123	comment	comment	NOUN
ajis02-2541	358	124	or	or	CCONJ
ajis02-2541	358	125	tweet	tweet	NOUN
ajis02-2541	358	126	,	,	PUNCT
ajis02-2541	358	127	and	and	CCONJ
ajis02-2541	358	128	some	some	DET
ajis02-2541	358	129	meta	meta	ADJ
ajis02-2541	358	130	-	-	PUNCT
ajis02-2541	358	131	data	data	NOUN
ajis02-2541	358	132	on	on	ADP
ajis02-2541	358	133	the	the	DET
ajis02-2541	358	134	person	person	NOUN
ajis02-2541	358	135	posted	post	VERB
ajis02-2541	358	136	the	the	DET
ajis02-2541	358	137	tweet	tweet	NOUN
ajis02-2541	358	138	including	include	VERB
ajis02-2541	358	139	the	the	DET
ajis02-2541	358	140	date	date	NOUN
ajis02-2541	358	141	-	-	PUNCT
ajis02-2541	358	142	time	time	NOUN
ajis02-2541	358	143	stamp	stamp	NOUN
ajis02-2541	358	144	;	;	PUNCT
ajis02-2541	358	145	once	once	ADV
ajis02-2541	358	146	,	,	PUNCT
ajis02-2541	358	147	you	you	PRON
ajis02-2541	358	148	have	have	VERB
ajis02-2541	358	149	it	it	PRON
ajis02-2541	358	150	in	in	ADP
ajis02-2541	358	151	this	this	DET
ajis02-2541	358	152	form	form	NOUN
ajis02-2541	358	153	,	,	PUNCT
ajis02-2541	358	154	assuming	assume	VERB
ajis02-2541	358	155	that	that	SCONJ
ajis02-2541	358	156	it	it	PRON
ajis02-2541	358	157	is	be	AUX
ajis02-2541	358	158	saved	save	VERB
ajis02-2541	358	159	in	in	ADP
ajis02-2541	358	160	bigdata	bigdata	PROPN
ajis02-2541	358	161	hadoop	hadoop	NOUN
ajis02-2541	358	162	cluster	cluster	NOUN
ajis02-2541	358	163	,	,	PUNCT
ajis02-2541	358	164	querying	query	VERB
ajis02-2541	358	165	this	this	DET
ajis02-2541	358	166	data	datum	NOUN
ajis02-2541	358	167	using	use	VERB
ajis02-2541	358	168	tools	tool	NOUN
ajis02-2541	358	169	like	like	ADP
ajis02-2541	358	170	hive	hive	NOUN
ajis02-2541	358	171	would	would	AUX
ajis02-2541	358	172	be	be	AUX
ajis02-2541	358	173	much	much	ADV
ajis02-2541	358	174	easier	easy	ADJ
ajis02-2541	358	175	;	;	PUNCT
ajis02-2541	358	176	you	you	PRON
ajis02-2541	358	177	could	could	AUX
ajis02-2541	358	178	query	query	VERB
ajis02-2541	358	179	,	,	PUNCT
ajis02-2541	358	180	do	do	VERB
ajis02-2541	358	181	your	your	PRON
ajis02-2541	358	182	aggregates	aggregate	NOUN
ajis02-2541	358	183	and	and	CCONJ
ajis02-2541	358	184	analytics	analytic	NOUN
ajis02-2541	358	185	on	on	ADP
ajis02-2541	358	186	top	top	NOUN
ajis02-2541	358	187	of	of	ADP
ajis02-2541	358	188	this	this	PRON
ajis02-2541	358	189	;	;	PUNCT
ajis02-2541	358	190	as	as	ADP
ajis02-2541	358	191	and	and	CCONJ
ajis02-2541	358	192	when	when	SCONJ
ajis02-2541	358	193	new	new	ADJ
ajis02-2541	358	194	types	type	NOUN
ajis02-2541	358	195	and	and	CCONJ
ajis02-2541	358	196	sources	source	NOUN
ajis02-2541	358	197	evolve	evolve	VERB
ajis02-2541	358	198	,	,	PUNCT
ajis02-2541	358	199	one	one	PRON
ajis02-2541	358	200	should	should	AUX
ajis02-2541	358	201	keep	keep	VERB
ajis02-2541	358	202	adding	add	VERB
ajis02-2541	358	203	flexible	flexible	ADJ
ajis02-2541	358	204	data	datum	NOUN
ajis02-2541	358	205	models	model	NOUN
ajis02-2541	358	206	in	in	ADP
ajis02-2541	358	207	the	the	DET
ajis02-2541	358	208	form	form	NOUN
ajis02-2541	358	209	of	of	ADP
ajis02-2541	358	210	your	your	PRON
ajis02-2541	358	211	meta	meta	ADJ
ajis02-2541	358	212	-	-	PUNCT
ajis02-2541	358	213	data	data	NOUN
ajis02-2541	358	214	,	,	PUNCT
ajis02-2541	358	215	and	and	CCONJ
ajis02-2541	358	216	also	also	ADV
ajis02-2541	358	217	tables	table	VERB
ajis02-2541	358	218	to	to	PART
ajis02-2541	358	219	host	host	VERB
ajis02-2541	358	220	your	your	PRON
ajis02-2541	358	221	data	datum	NOUN
ajis02-2541	358	222	..	..	PUNCT
ajis02-2541	359	1	this	this	PRON
ajis02-2541	359	2	is	be	AUX
ajis02-2541	359	3	very	very	ADV
ajis02-2541	359	4	important	important	ADJ
ajis02-2541	359	5	to	to	PART
ajis02-2541	359	6	have	have	VERB
ajis02-2541	359	7	a	a	DET
ajis02-2541	359	8	control	control	NOUN
ajis02-2541	359	9	over	over	ADP
ajis02-2541	359	10	what	what	PRON
ajis02-2541	359	11	comes	come	VERB
ajis02-2541	359	12	into	into	ADP
ajis02-2541	359	13	your	your	PRON
ajis02-2541	359	14	system	system	NOUN
ajis02-2541	359	15	”	"	PUNCT
ajis02-2541	359	16	(	(	PUNCT
ajis02-2541	359	17	a2	a2	PROPN
ajis02-2541	359	18	,	,	PUNCT
ajis02-2541	359	19	data	datum	NOUN
ajis02-2541	359	20	and	and	CCONJ
ajis02-2541	359	21	solution	solution	NOUN
ajis02-2541	359	22	architect	architect	NOUN
ajis02-2541	359	23	)	)	PUNCT
ajis02-2541	359	24	good	good	ADJ
ajis02-2541	359	25	data	datum	NOUN
ajis02-2541	359	26	governance	governance	NOUN
ajis02-2541	359	27	mechanisms	mechanism	NOUN
ajis02-2541	359	28	,	,	PUNCT
ajis02-2541	359	29	coupled	couple	VERB
ajis02-2541	359	30	with	with	ADP
ajis02-2541	359	31	data	datum	NOUN
ajis02-2541	359	32	management	management	NOUN
ajis02-2541	359	33	best	good	ADJ
ajis02-2541	359	34	practices	practice	NOUN
ajis02-2541	359	35	contribute	contribute	VERB
ajis02-2541	359	36	to	to	ADP
ajis02-2541	359	37	the	the	DET
ajis02-2541	359	38	successful	successful	ADJ
ajis02-2541	359	39	implementation	implementation	NOUN
ajis02-2541	359	40	of	of	ADP
ajis02-2541	359	41	data	data	NOUN
ajis02-2541	359	42	-	-	PUNCT
ajis02-2541	359	43	driven	drive	VERB
ajis02-2541	359	44	value	value	NOUN
ajis02-2541	359	45	creation	creation	NOUN
ajis02-2541	359	46	.	.	PUNCT
ajis02-2541	360	1	the	the	DET
ajis02-2541	360	2	data	data	NOUN
ajis02-2541	360	3	governance	governance	NOUN
ajis02-2541	360	4	issues	issue	NOUN
ajis02-2541	360	5	related	relate	VERB
ajis02-2541	360	6	to	to	ADP
ajis02-2541	360	7	data	data	NOUN
ajis02-2541	360	8	security	security	NOUN
ajis02-2541	360	9	,	,	PUNCT
ajis02-2541	360	10	data	data	NOUN
ajis02-2541	360	11	privacy	privacy	NOUN
ajis02-2541	360	12	,	,	PUNCT
ajis02-2541	360	13	and	and	CCONJ
ajis02-2541	360	14	data	datum	NOUN
ajis02-2541	360	15	quality	quality	NOUN
ajis02-2541	360	16	could	could	AUX
ajis02-2541	360	17	be	be	AUX
ajis02-2541	360	18	managed	manage	VERB
ajis02-2541	360	19	effectively	effectively	ADV
ajis02-2541	360	20	through	through	ADP
ajis02-2541	360	21	data	data	NOUN
ajis02-2541	360	22	-	-	PUNCT
ajis02-2541	360	23	stewardship	stewardship	NOUN
ajis02-2541	360	24	,	,	PUNCT
ajis02-2541	360	25	the	the	DET
ajis02-2541	360	26	right	right	ADJ
ajis02-2541	360	27	set	set	NOUN
ajis02-2541	360	28	of	of	ADP
ajis02-2541	360	29	processes	process	NOUN
ajis02-2541	360	30	for	for	ADP
ajis02-2541	360	31	extraction	extraction	NOUN
ajis02-2541	360	32	,	,	PUNCT
ajis02-2541	360	33	transformation	transformation	NOUN
ajis02-2541	360	34	and	and	CCONJ
ajis02-2541	360	35	loading	loading	NOUN
ajis02-2541	360	36	,	,	PUNCT
ajis02-2541	360	37	and	and	CCONJ
ajis02-2541	360	38	the	the	DET
ajis02-2541	360	39	right	right	ADJ
ajis02-2541	360	40	tools	tool	NOUN
ajis02-2541	360	41	and	and	CCONJ
ajis02-2541	360	42	technologies	technology	NOUN
ajis02-2541	360	43	.	.	PUNCT
ajis02-2541	361	1	in	in	ADP
ajis02-2541	361	2	this	this	DET
ajis02-2541	361	3	section	section	NOUN
ajis02-2541	361	4	,	,	PUNCT
ajis02-2541	361	5	as	as	SCONJ
ajis02-2541	361	6	mentioned	mention	VERB
ajis02-2541	361	7	earlier	early	ADV
ajis02-2541	361	8	,	,	PUNCT
ajis02-2541	361	9	the	the	DET
ajis02-2541	361	10	aspects	aspect	NOUN
ajis02-2541	361	11	to	to	PART
ajis02-2541	361	12	related	relate	VERB
ajis02-2541	361	13	to	to	ADP
ajis02-2541	361	14	technology	technology	NOUN
ajis02-2541	361	15	governance	governance	NOUN
ajis02-2541	361	16	are	be	AUX
ajis02-2541	361	17	included	include	VERB
ajis02-2541	361	18	,	,	PUNCT
ajis02-2541	361	19	and	and	CCONJ
ajis02-2541	361	20	mechanisms	mechanism	NOUN
ajis02-2541	361	21	related	relate	VERB
ajis02-2541	361	22	to	to	ADP
ajis02-2541	361	23	people	people	NOUN
ajis02-2541	361	24	and	and	CCONJ
ajis02-2541	361	25	process	process	NOUN
ajis02-2541	361	26	aspects	aspect	NOUN
ajis02-2541	361	27	of	of	ADP
ajis02-2541	361	28	governance	governance	NOUN
ajis02-2541	361	29	are	be	AUX
ajis02-2541	361	30	not	not	PART
ajis02-2541	361	31	dealt	deal	VERB
ajis02-2541	361	32	with	with	ADP
ajis02-2541	361	33	.	.	PUNCT
ajis02-2541	362	1	5.4	5.4	NUM
ajis02-2541	362	2	implications	implication	NOUN
ajis02-2541	362	3	and	and	CCONJ
ajis02-2541	362	4	limitations	limitation	NOUN
ajis02-2541	362	5	of	of	ADP
ajis02-2541	362	6	this	this	DET
ajis02-2541	362	7	study	study	NOUN
ajis02-2541	362	8	this	this	DET
ajis02-2541	362	9	study	study	NOUN
ajis02-2541	362	10	has	have	VERB
ajis02-2541	362	11	implications	implication	NOUN
ajis02-2541	362	12	for	for	ADP
ajis02-2541	362	13	both	both	DET
ajis02-2541	362	14	practitioners	practitioner	NOUN
ajis02-2541	362	15	and	and	CCONJ
ajis02-2541	362	16	academicians	academician	NOUN
ajis02-2541	362	17	.	.	PUNCT
ajis02-2541	363	1	for	for	ADP
ajis02-2541	363	2	the	the	DET
ajis02-2541	363	3	practitioners	practitioner	NOUN
ajis02-2541	363	4	,	,	PUNCT
ajis02-2541	363	5	this	this	DET
ajis02-2541	363	6	study	study	NOUN
ajis02-2541	363	7	provides	provide	VERB
ajis02-2541	363	8	an	an	DET
ajis02-2541	363	9	overview	overview	NOUN
ajis02-2541	363	10	of	of	ADP
ajis02-2541	363	11	building	build	VERB
ajis02-2541	363	12	an	an	DET
ajis02-2541	363	13	edw	edw	NOUN
ajis02-2541	363	14	by	by	ADP
ajis02-2541	363	15	encompassing	encompass	VERB
ajis02-2541	363	16	data	datum	NOUN
ajis02-2541	363	17	from	from	ADP
ajis02-2541	363	18	disparate	disparate	ADJ
ajis02-2541	363	19	sources	source	NOUN
ajis02-2541	363	20	and	and	CCONJ
ajis02-2541	363	21	external	external	ADJ
ajis02-2541	363	22	systems	system	NOUN
ajis02-2541	363	23	.	.	PUNCT
ajis02-2541	364	1	this	this	DET
ajis02-2541	364	2	study	study	NOUN
ajis02-2541	364	3	provides	provide	VERB
ajis02-2541	364	4	insights	insight	NOUN
ajis02-2541	364	5	to	to	ADP
ajis02-2541	364	6	managers	manager	NOUN
ajis02-2541	364	7	on	on	ADP
ajis02-2541	364	8	the	the	DET
ajis02-2541	364	9	choices	choice	NOUN
ajis02-2541	364	10	of	of	ADP
ajis02-2541	364	11	data	datum	NOUN
ajis02-2541	364	12	management	management	NOUN
ajis02-2541	364	13	solutions	solution	NOUN
ajis02-2541	364	14	available	available	ADJ
ajis02-2541	364	15	,	,	PUNCT
ajis02-2541	364	16	and	and	CCONJ
ajis02-2541	364	17	the	the	DET
ajis02-2541	364	18	ideal	ideal	ADJ
ajis02-2541	364	19	use	use	NOUN
ajis02-2541	364	20	cases	case	NOUN
ajis02-2541	364	21	for	for	ADP
ajis02-2541	364	22	the	the	DET
ajis02-2541	364	23	same	same	ADJ
ajis02-2541	364	24	.	.	PUNCT
ajis02-2541	365	1	with	with	ADP
ajis02-2541	365	2	this	this	DET
ajis02-2541	365	3	information	information	NOUN
ajis02-2541	365	4	,	,	PUNCT
ajis02-2541	365	5	managers	manager	NOUN
ajis02-2541	365	6	would	would	AUX
ajis02-2541	365	7	be	be	AUX
ajis02-2541	365	8	able	able	ADJ
ajis02-2541	365	9	to	to	PART
ajis02-2541	365	10	choose	choose	VERB
ajis02-2541	365	11	the	the	DET
ajis02-2541	365	12	right	right	ADJ
ajis02-2541	365	13	data	datum	NOUN
ajis02-2541	365	14	management	management	NOUN
ajis02-2541	365	15	tool	tool	NOUN
ajis02-2541	365	16	for	for	ADP
ajis02-2541	365	17	a	a	DET
ajis02-2541	365	18	specific	specific	ADJ
ajis02-2541	365	19	business	business	NOUN
ajis02-2541	365	20	purpose	purpose	NOUN
ajis02-2541	365	21	.	.	PUNCT
ajis02-2541	366	1	this	this	DET
ajis02-2541	366	2	study	study	NOUN
ajis02-2541	366	3	provides	provide	VERB
ajis02-2541	366	4	inferences	inference	NOUN
ajis02-2541	366	5	to	to	ADP
ajis02-2541	366	6	academicians	academician	NOUN
ajis02-2541	366	7	on	on	ADP
ajis02-2541	366	8	the	the	DET
ajis02-2541	366	9	methods	method	NOUN
ajis02-2541	366	10	used	use	VERB
ajis02-2541	366	11	for	for	ADP
ajis02-2541	366	12	creating	create	VERB
ajis02-2541	366	13	value	value	NOUN
ajis02-2541	366	14	propositions	proposition	NOUN
ajis02-2541	366	15	from	from	ADP
ajis02-2541	366	16	data	datum	NOUN
ajis02-2541	366	17	available	available	ADJ
ajis02-2541	366	18	in	in	ADP
ajis02-2541	366	19	internal	internal	ADJ
ajis02-2541	366	20	systems	system	NOUN
ajis02-2541	366	21	and	and	CCONJ
ajis02-2541	366	22	external	external	ADJ
ajis02-2541	366	23	systems	system	NOUN
ajis02-2541	366	24	.	.	PUNCT
ajis02-2541	367	1	academicians	academician	NOUN
ajis02-2541	367	2	would	would	AUX
ajis02-2541	367	3	be	be	AUX
ajis02-2541	367	4	able	able	ADJ
ajis02-2541	367	5	to	to	PART
ajis02-2541	367	6	understand	understand	VERB
ajis02-2541	367	7	the	the	DET
ajis02-2541	367	8	components	component	NOUN
ajis02-2541	367	9	involved	involve	VERB
ajis02-2541	367	10	in	in	ADP
ajis02-2541	367	11	building	build	VERB
ajis02-2541	367	12	an	an	DET
ajis02-2541	367	13	edw	edw	NOUN
ajis02-2541	367	14	,	,	PUNCT
ajis02-2541	367	15	and	and	CCONJ
ajis02-2541	367	16	the	the	DET
ajis02-2541	367	17	use	use	NOUN
ajis02-2541	367	18	of	of	ADP
ajis02-2541	367	19	various	various	ADJ
ajis02-2541	367	20	data	datum	NOUN
ajis02-2541	367	21	management	management	NOUN
ajis02-2541	367	22	solutions	solution	NOUN
ajis02-2541	367	23	.	.	PUNCT
ajis02-2541	368	1	this	this	DET
ajis02-2541	368	2	study	study	NOUN
ajis02-2541	368	3	provides	provide	VERB
ajis02-2541	368	4	extensive	extensive	ADJ
ajis02-2541	368	5	coverage	coverage	NOUN
ajis02-2541	368	6	of	of	ADP
ajis02-2541	368	7	the	the	DET
ajis02-2541	368	8	processes	process	NOUN
ajis02-2541	368	9	needed	need	VERB
ajis02-2541	368	10	for	for	ADP
ajis02-2541	368	11	creating	create	VERB
ajis02-2541	368	12	an	an	DET
ajis02-2541	368	13	edw	edw	NOUN
ajis02-2541	368	14	.	.	PUNCT
ajis02-2541	369	1	the	the	DET
ajis02-2541	369	2	subject	subject	NOUN
ajis02-2541	369	3	matter	matter	NOUN
ajis02-2541	369	4	experts	expert	NOUN
ajis02-2541	369	5	used	use	VERB
ajis02-2541	369	6	for	for	ADP
ajis02-2541	369	7	the	the	DET
ajis02-2541	369	8	study	study	NOUN
ajis02-2541	369	9	have	have	AUX
ajis02-2541	369	10	offered	offer	VERB
ajis02-2541	369	11	insights	insight	NOUN
ajis02-2541	369	12	on	on	ADP
ajis02-2541	369	13	generic	generic	ADJ
ajis02-2541	369	14	processes	process	NOUN
ajis02-2541	369	15	used	use	VERB
ajis02-2541	369	16	in	in	ADP
ajis02-2541	369	17	data	datum	NOUN
ajis02-2541	369	18	analysis	analysis	NOUN
ajis02-2541	369	19	.	.	PUNCT
ajis02-2541	370	1	however	however	ADV
ajis02-2541	370	2	,	,	PUNCT
ajis02-2541	370	3	the	the	DET
ajis02-2541	370	4	insights	insight	NOUN
ajis02-2541	370	5	offered	offer	VERB
ajis02-2541	370	6	on	on	ADP
ajis02-2541	370	7	data	datum	NOUN
ajis02-2541	370	8	architecture	architecture	NOUN
ajis02-2541	370	9	are	be	AUX
ajis02-2541	370	10	oriented	orient	VERB
ajis02-2541	370	11	more	more	ADJ
ajis02-2541	370	12	towards	towards	ADP
ajis02-2541	370	13	practitioners	practitioner	NOUN
ajis02-2541	370	14	.	.	PUNCT
ajis02-2541	371	1	this	this	DET
ajis02-2541	371	2	study	study	NOUN
ajis02-2541	371	3	proposes	propose	VERB
ajis02-2541	371	4	research	research	NOUN
ajis02-2541	371	5	to	to	PART
ajis02-2541	371	6	be	be	AUX
ajis02-2541	371	7	conducted	conduct	VERB
ajis02-2541	371	8	in	in	ADP
ajis02-2541	371	9	academic	academic	ADJ
ajis02-2541	371	10	settings	setting	NOUN
ajis02-2541	371	11	,	,	PUNCT
ajis02-2541	371	12	to	to	PART
ajis02-2541	371	13	understand	understand	VERB
ajis02-2541	371	14	the	the	DET
ajis02-2541	371	15	concepts	concept	NOUN
ajis02-2541	371	16	and	and	CCONJ
ajis02-2541	371	17	theory	theory	NOUN
ajis02-2541	371	18	behind	behind	ADP
ajis02-2541	371	19	implementing	implement	VERB
ajis02-2541	371	20	data	datum	NOUN
ajis02-2541	371	21	management	management	NOUN
ajis02-2541	371	22	solutions	solution	NOUN
ajis02-2541	371	23	.	.	PUNCT
ajis02-2541	372	1	this	this	PRON
ajis02-2541	372	2	suggested	suggest	VERB
ajis02-2541	372	3	research	research	NOUN
ajis02-2541	372	4	would	would	AUX
ajis02-2541	372	5	be	be	AUX
ajis02-2541	372	6	able	able	ADJ
ajis02-2541	372	7	to	to	PART
ajis02-2541	372	8	bring	bring	VERB
ajis02-2541	372	9	perspective	perspective	NOUN
ajis02-2541	372	10	on	on	ADP
ajis02-2541	372	11	the	the	DET
ajis02-2541	372	12	nature	nature	NOUN
ajis02-2541	372	13	of	of	ADP
ajis02-2541	372	14	transactions	transaction	NOUN
ajis02-2541	372	15	,	,	PUNCT
ajis02-2541	372	16	properties	property	NOUN
ajis02-2541	372	17	of	of	ADP
ajis02-2541	372	18	data	datum	NOUN
ajis02-2541	372	19	conducive	conducive	ADJ
ajis02-2541	372	20	for	for	ADP
ajis02-2541	372	21	certain	certain	ADJ
ajis02-2541	372	22	analysis	analysis	NOUN
ajis02-2541	372	23	,	,	PUNCT
ajis02-2541	372	24	extraction	extraction	NOUN
ajis02-2541	372	25	and	and	CCONJ
ajis02-2541	372	26	transformation	transformation	NOUN
ajis02-2541	372	27	methods	method	NOUN
ajis02-2541	372	28	,	,	PUNCT
ajis02-2541	372	29	and	and	CCONJ
ajis02-2541	372	30	options	option	NOUN
ajis02-2541	372	31	available	available	ADJ
ajis02-2541	372	32	for	for	ADP
ajis02-2541	372	33	analytics	analytic	NOUN
ajis02-2541	372	34	.	.	PUNCT
ajis02-2541	373	1	6	6	NUM
ajis02-2541	373	2	conclusion	conclusion	NOUN
ajis02-2541	373	3	many	many	ADJ
ajis02-2541	373	4	of	of	ADP
ajis02-2541	373	5	the	the	DET
ajis02-2541	373	6	findings	finding	NOUN
ajis02-2541	373	7	from	from	ADP
ajis02-2541	373	8	this	this	DET
ajis02-2541	373	9	study	study	NOUN
ajis02-2541	373	10	are	be	AUX
ajis02-2541	373	11	already	already	ADV
ajis02-2541	373	12	available	available	ADJ
ajis02-2541	373	13	as	as	ADP
ajis02-2541	373	14	part	part	NOUN
ajis02-2541	373	15	of	of	ADP
ajis02-2541	373	16	technical	technical	ADJ
ajis02-2541	373	17	white	white	ADJ
ajis02-2541	373	18	papers	paper	NOUN
ajis02-2541	373	19	,	,	PUNCT
ajis02-2541	373	20	research	research	NOUN
ajis02-2541	373	21	articles	article	NOUN
ajis02-2541	373	22	,	,	PUNCT
ajis02-2541	373	23	and	and	CCONJ
ajis02-2541	373	24	conference	conference	NOUN
ajis02-2541	373	25	proceedings	proceeding	NOUN
ajis02-2541	373	26	.	.	PUNCT
ajis02-2541	374	1	however	however	ADV
ajis02-2541	374	2	,	,	PUNCT
ajis02-2541	374	3	in	in	ADP
ajis02-2541	374	4	this	this	DET
ajis02-2541	374	5	paper	paper	NOUN
ajis02-2541	374	6	,	,	PUNCT
ajis02-2541	374	7	the	the	DET
ajis02-2541	374	8	researchers	researcher	NOUN
ajis02-2541	374	9	have	have	VERB
ajis02-2541	374	10	australasian	australasian	ADJ
ajis02-2541	374	11	journal	journal	NOUN
ajis02-2541	374	12	of	of	ADP
ajis02-2541	374	13	information	information	NOUN
ajis02-2541	374	14	systems	system	NOUN
ajis02-2541	374	15	balakrishnan	balakrishnan	PROPN
ajis02-2541	374	16	,	,	PUNCT
ajis02-2541	374	17	das	das	PROPN
ajis02-2541	374	18	&	&	CCONJ
ajis02-2541	374	19	chattopadhyay	chattopadhyay	PROPN
ajis02-2541	374	20	2020	2020	NUM
ajis02-2541	374	21	,	,	PUNCT
ajis02-2541	374	22	vol	vol	NOUN
ajis02-2541	374	23	24	24	NUM
ajis02-2541	374	24	,	,	PUNCT
ajis02-2541	374	25	research	research	NOUN
ajis02-2541	374	26	article	article	NOUN
ajis02-2541	374	27	implementing	implement	VERB
ajis02-2541	374	28	data	datum	NOUN
ajis02-2541	374	29	strategy	strategy	NOUN
ajis02-2541	374	30	23	23	NUM
ajis02-2541	374	31	attempted	attempt	VERB
ajis02-2541	374	32	to	to	PART
ajis02-2541	374	33	collate	collate	VERB
ajis02-2541	374	34	all	all	DET
ajis02-2541	374	35	those	those	DET
ajis02-2541	374	36	findings	finding	NOUN
ajis02-2541	374	37	to	to	PART
ajis02-2541	374	38	arrive	arrive	VERB
ajis02-2541	374	39	at	at	ADP
ajis02-2541	374	40	a	a	DET
ajis02-2541	374	41	reference	reference	NOUN
ajis02-2541	374	42	architecture	architecture	NOUN
ajis02-2541	374	43	for	for	ADP
ajis02-2541	374	44	all	all	DET
ajis02-2541	374	45	types	type	NOUN
ajis02-2541	374	46	of	of	ADP
ajis02-2541	374	47	data	datum	NOUN
ajis02-2541	374	48	management	management	NOUN
ajis02-2541	374	49	solutions	solution	NOUN
ajis02-2541	374	50	.	.	PUNCT
ajis02-2541	375	1	the	the	DET
ajis02-2541	375	2	critical	critical	ADJ
ajis02-2541	375	3	contribution	contribution	NOUN
ajis02-2541	375	4	from	from	ADP
ajis02-2541	375	5	this	this	DET
ajis02-2541	375	6	paper	paper	NOUN
ajis02-2541	375	7	is	be	AUX
ajis02-2541	375	8	to	to	PART
ajis02-2541	375	9	provide	provide	VERB
ajis02-2541	375	10	a	a	DET
ajis02-2541	375	11	consolidated	consolidated	ADJ
ajis02-2541	375	12	reference	reference	NOUN
ajis02-2541	375	13	material	material	NOUN
ajis02-2541	375	14	that	that	PRON
ajis02-2541	375	15	would	would	AUX
ajis02-2541	375	16	provide	provide	VERB
ajis02-2541	375	17	input	input	NOUN
ajis02-2541	375	18	to	to	ADP
ajis02-2541	375	19	practitioners	practitioner	NOUN
ajis02-2541	375	20	on	on	ADP
ajis02-2541	375	21	:	:	PUNCT
ajis02-2541	375	22	a	a	X
ajis02-2541	375	23	)	)	PUNCT
ajis02-2541	375	24	using	use	VERB
ajis02-2541	375	25	the	the	DET
ajis02-2541	375	26	right	right	ADJ
ajis02-2541	375	27	technology	technology	NOUN
ajis02-2541	375	28	and	and	CCONJ
ajis02-2541	375	29	methods	method	NOUN
ajis02-2541	375	30	for	for	ADP
ajis02-2541	375	31	data	datum	NOUN
ajis02-2541	375	32	analysis	analysis	NOUN
ajis02-2541	375	33	,	,	PUNCT
ajis02-2541	375	34	b	b	NOUN
ajis02-2541	375	35	)	)	PUNCT
ajis02-2541	375	36	implementing	implement	VERB
ajis02-2541	375	37	the	the	DET
ajis02-2541	375	38	right	right	ADJ
ajis02-2541	375	39	use	use	NOUN
ajis02-2541	375	40	cases	case	NOUN
ajis02-2541	375	41	for	for	ADP
ajis02-2541	375	42	various	various	ADJ
ajis02-2541	375	43	data	datum	NOUN
ajis02-2541	375	44	management	management	NOUN
ajis02-2541	375	45	technologies	technology	NOUN
ajis02-2541	375	46	,	,	PUNCT
ajis02-2541	375	47	c	c	NOUN
ajis02-2541	375	48	)	)	PUNCT
ajis02-2541	375	49	recommending	recommend	VERB
ajis02-2541	375	50	a	a	DET
ajis02-2541	375	51	reference	reference	NOUN
ajis02-2541	375	52	architecture	architecture	NOUN
ajis02-2541	375	53	for	for	ADP
ajis02-2541	375	54	managing	manage	VERB
ajis02-2541	375	55	various	various	ADJ
ajis02-2541	375	56	data	datum	NOUN
ajis02-2541	375	57	management	management	NOUN
ajis02-2541	375	58	solutions	solution	NOUN
ajis02-2541	375	59	and	and	CCONJ
ajis02-2541	375	60	design	design	NOUN
ajis02-2541	375	61	considerations	consideration	NOUN
ajis02-2541	375	62	for	for	ADP
ajis02-2541	375	63	implementing	implement	VERB
ajis02-2541	375	64	the	the	DET
ajis02-2541	375	65	solution	solution	NOUN
ajis02-2541	375	66	,	,	PUNCT
ajis02-2541	375	67	d	d	X
ajis02-2541	375	68	)	)	PUNCT
ajis02-2541	375	69	providing	provide	VERB
ajis02-2541	375	70	a	a	DET
ajis02-2541	375	71	literature	literature	NOUN
ajis02-2541	375	72	review	review	NOUN
ajis02-2541	375	73	and	and	CCONJ
ajis02-2541	375	74	overview	overview	NOUN
ajis02-2541	375	75	of	of	ADP
ajis02-2541	375	76	all	all	DET
ajis02-2541	375	77	types	type	NOUN
ajis02-2541	375	78	of	of	ADP
ajis02-2541	375	79	data	datum	NOUN
ajis02-2541	375	80	management	management	NOUN
ajis02-2541	375	81	solutions	solution	NOUN
ajis02-2541	375	82	,	,	PUNCT
ajis02-2541	375	83	their	their	PRON
ajis02-2541	375	84	pros	pro	NOUN
ajis02-2541	375	85	and	and	CCONJ
ajis02-2541	375	86	cons	con	NOUN
ajis02-2541	375	87	,	,	PUNCT
ajis02-2541	375	88	and	and	CCONJ
ajis02-2541	375	89	how	how	SCONJ
ajis02-2541	375	90	they	they	PRON
ajis02-2541	375	91	are	be	AUX
ajis02-2541	375	92	part	part	NOUN
ajis02-2541	375	93	of	of	ADP
ajis02-2541	375	94	the	the	DET
ajis02-2541	375	95	data	data	NOUN
ajis02-2541	375	96	management	management	PROPN
ajis02-2541	375	97	eco	eco	PROPN
ajis02-2541	375	98	-	-	PUNCT
ajis02-2541	375	99	system	system	NOUN
ajis02-2541	375	100	,	,	PUNCT
ajis02-2541	375	101	and	and	CCONJ
ajis02-2541	375	102	e	e	X
ajis02-2541	375	103	)	)	PUNCT
ajis02-2541	375	104	providing	provide	VERB
ajis02-2541	375	105	a	a	DET
ajis02-2541	375	106	consolidated	consolidated	ADJ
ajis02-2541	375	107	view	view	NOUN
ajis02-2541	375	108	on	on	ADP
ajis02-2541	375	109	various	various	ADJ
ajis02-2541	375	110	technologies	technology	NOUN
ajis02-2541	375	111	used	use	VERB
ajis02-2541	375	112	for	for	ADP
ajis02-2541	375	113	data	data	NOUN
ajis02-2541	375	114	management	management	NOUN
ajis02-2541	375	115	such	such	ADJ
ajis02-2541	375	116	as	as	ADP
ajis02-2541	375	117	data	datum	NOUN
ajis02-2541	375	118	lakes	lake	NOUN
ajis02-2541	375	119	,	,	PUNCT
ajis02-2541	375	120	dataspaces	dataspace	NOUN
ajis02-2541	375	121	,	,	PUNCT
ajis02-2541	375	122	virtualization	virtualization	NOUN
ajis02-2541	375	123	,	,	PUNCT
ajis02-2541	375	124	and	and	CCONJ
ajis02-2541	375	125	real	real	ADJ
ajis02-2541	375	126	-	-	PUNCT
ajis02-2541	375	127	time	time	NOUN
ajis02-2541	375	128	monitoring	monitoring	NOUN
ajis02-2541	375	129	tools	tool	NOUN
ajis02-2541	375	130	.	.	PUNCT
ajis02-2541	376	1	this	this	DET
ajis02-2541	376	2	study	study	NOUN
ajis02-2541	376	3	has	have	AUX
ajis02-2541	376	4	approached	approach	VERB
ajis02-2541	376	5	the	the	DET
ajis02-2541	376	6	journey	journey	NOUN
ajis02-2541	376	7	of	of	ADP
ajis02-2541	376	8	an	an	DET
ajis02-2541	376	9	organization	organization	NOUN
ajis02-2541	376	10	towards	towards	ADP
ajis02-2541	376	11	data	data	NOUN
ajis02-2541	376	12	-	-	PUNCT
ajis02-2541	376	13	enabled	enable	VERB
ajis02-2541	376	14	value	value	NOUN
ajis02-2541	376	15	creation	creation	NOUN
ajis02-2541	376	16	through	through	ADP
ajis02-2541	376	17	four	four	NUM
ajis02-2541	376	18	levels	level	NOUN
ajis02-2541	376	19	of	of	ADP
ajis02-2541	376	20	data	datum	NOUN
ajis02-2541	376	21	processing	processing	NOUN
ajis02-2541	376	22	,	,	PUNCT
ajis02-2541	376	23	such	such	ADJ
ajis02-2541	376	24	as	as	ADP
ajis02-2541	376	25	data	data	NOUN
ajis02-2541	376	26	extraction	extraction	NOUN
ajis02-2541	376	27	,	,	PUNCT
ajis02-2541	376	28	data	datum	NOUN
ajis02-2541	376	29	transformation	transformation	NOUN
ajis02-2541	376	30	,	,	PUNCT
ajis02-2541	376	31	data	datum	NOUN
ajis02-2541	376	32	exploration	exploration	NOUN
ajis02-2541	376	33	or	or	CCONJ
ajis02-2541	376	34	information	information	NOUN
ajis02-2541	376	35	visualization	visualization	NOUN
ajis02-2541	376	36	,	,	PUNCT
ajis02-2541	376	37	and	and	CCONJ
ajis02-2541	376	38	value	value	NOUN
ajis02-2541	376	39	creation	creation	NOUN
ajis02-2541	376	40	.	.	PUNCT
ajis02-2541	377	1	the	the	DET
ajis02-2541	377	2	study	study	NOUN
ajis02-2541	377	3	has	have	VERB
ajis02-2541	377	4	critical	critical	ADJ
ajis02-2541	377	5	observations	observation	NOUN
ajis02-2541	377	6	with	with	ADP
ajis02-2541	377	7	respect	respect	NOUN
ajis02-2541	377	8	to	to	ADP
ajis02-2541	377	9	using	use	VERB
ajis02-2541	377	10	rdbms	rdbms	NOUN
ajis02-2541	377	11	,	,	PUNCT
ajis02-2541	377	12	nosql	nosql	NOUN
ajis02-2541	377	13	,	,	PUNCT
ajis02-2541	377	14	and	and	CCONJ
ajis02-2541	377	15	in	in	ADP
ajis02-2541	377	16	-	-	PUNCT
ajis02-2541	377	17	memory	memory	NOUN
ajis02-2541	377	18	data	datum	NOUN
ajis02-2541	377	19	management	management	NOUN
ajis02-2541	377	20	solutions	solution	NOUN
ajis02-2541	377	21	.	.	PUNCT
ajis02-2541	378	1	the	the	DET
ajis02-2541	378	2	query	query	NOUN
ajis02-2541	378	3	on	on	ADP
ajis02-2541	378	4	organizations	organization	NOUN
ajis02-2541	378	5	supporting	support	VERB
ajis02-2541	378	6	a	a	DET
ajis02-2541	378	7	variety	variety	NOUN
ajis02-2541	378	8	of	of	ADP
ajis02-2541	378	9	data	datum	NOUN
ajis02-2541	378	10	management	management	NOUN
ajis02-2541	378	11	solutions	solution	NOUN
ajis02-2541	378	12	,	,	PUNCT
ajis02-2541	378	13	and	and	CCONJ
ajis02-2541	378	14	the	the	DET
ajis02-2541	378	15	recommended	recommend	VERB
ajis02-2541	378	16	data	data	NOUN
ajis02-2541	378	17	architecture	architecture	NOUN
ajis02-2541	378	18	for	for	ADP
ajis02-2541	378	19	supporting	support	VERB
ajis02-2541	378	20	the	the	DET
ajis02-2541	378	21	same	same	ADJ
ajis02-2541	378	22	,	,	PUNCT
ajis02-2541	378	23	is	be	AUX
ajis02-2541	378	24	aptly	aptly	ADV
ajis02-2541	378	25	answered	answer	VERB
ajis02-2541	378	26	by	by	ADP
ajis02-2541	378	27	one	one	NUM
ajis02-2541	378	28	of	of	ADP
ajis02-2541	378	29	the	the	DET
ajis02-2541	378	30	subject	subject	ADJ
ajis02-2541	378	31	matter	matter	NOUN
ajis02-2541	378	32	experts	expert	NOUN
ajis02-2541	378	33	.	.	PUNCT
ajis02-2541	379	1	the	the	DET
ajis02-2541	379	2	entire	entire	ADJ
ajis02-2541	379	3	process	process	NOUN
ajis02-2541	379	4	of	of	ADP
ajis02-2541	379	5	building	build	VERB
ajis02-2541	379	6	an	an	DET
ajis02-2541	379	7	edw	edw	NOUN
ajis02-2541	379	8	that	that	PRON
ajis02-2541	379	9	enables	enable	VERB
ajis02-2541	379	10	further	further	ADJ
ajis02-2541	379	11	data	datum	NOUN
ajis02-2541	379	12	analysis	analysis	NOUN
ajis02-2541	379	13	is	be	AUX
ajis02-2541	379	14	succinctly	succinctly	ADV
ajis02-2541	379	15	quoted	quote	VERB
ajis02-2541	379	16	here	here	ADV
ajis02-2541	379	17	:	:	PUNCT
ajis02-2541	379	18	“	"	PUNCT
ajis02-2541	379	19	the	the	DET
ajis02-2541	379	20	traditional	traditional	ADJ
ajis02-2541	379	21	data	datum	NOUN
ajis02-2541	379	22	in	in	ADP
ajis02-2541	379	23	various	various	ADJ
ajis02-2541	379	24	transactional	transactional	ADJ
ajis02-2541	379	25	systems	system	NOUN
ajis02-2541	379	26	,	,	PUNCT
ajis02-2541	379	27	you	you	PRON
ajis02-2541	379	28	store	store	VERB
ajis02-2541	379	29	in	in	ADP
ajis02-2541	379	30	relational	relational	ADJ
ajis02-2541	379	31	databases	database	NOUN
ajis02-2541	379	32	;	;	PUNCT
ajis02-2541	379	33	you	you	PRON
ajis02-2541	379	34	have	have	VERB
ajis02-2541	379	35	data	datum	NOUN
ajis02-2541	379	36	from	from	ADP
ajis02-2541	379	37	social	social	ADJ
ajis02-2541	379	38	media	medium	NOUN
ajis02-2541	379	39	,	,	PUNCT
ajis02-2541	379	40	and	and	CCONJ
ajis02-2541	379	41	whatever	whatever	DET
ajis02-2541	379	42	other	other	ADJ
ajis02-2541	379	43	external	external	ADJ
ajis02-2541	379	44	sources	source	NOUN
ajis02-2541	379	45	–	–	PUNCT
ajis02-2541	379	46	you	you	PRON
ajis02-2541	379	47	want	want	VERB
ajis02-2541	379	48	to	to	PART
ajis02-2541	379	49	bring	bring	VERB
ajis02-2541	379	50	it	it	PRON
ajis02-2541	379	51	over	over	ADP
ajis02-2541	379	52	to	to	ADP
ajis02-2541	379	53	a	a	DET
ajis02-2541	379	54	nosql	nosql	ADJ
ajis02-2541	379	55	kind	kind	NOUN
ajis02-2541	379	56	of	of	ADP
ajis02-2541	379	57	environment	environment	NOUN
ajis02-2541	379	58	which	which	PRON
ajis02-2541	379	59	is	be	AUX
ajis02-2541	379	60	hosted	host	VERB
ajis02-2541	379	61	on	on	ADP
ajis02-2541	379	62	a	a	DET
ajis02-2541	379	63	big	big	ADJ
ajis02-2541	379	64	data	datum	NOUN
ajis02-2541	379	65	environment	environment	NOUN
ajis02-2541	379	66	,	,	PUNCT
ajis02-2541	379	67	or	or	CCONJ
ajis02-2541	379	68	,	,	PUNCT
ajis02-2541	379	69	you	you	PRON
ajis02-2541	379	70	could	could	AUX
ajis02-2541	379	71	use	use	VERB
ajis02-2541	379	72	any	any	DET
ajis02-2541	379	73	other	other	ADJ
ajis02-2541	379	74	form	form	NOUN
ajis02-2541	379	75	of	of	ADP
ajis02-2541	379	76	big	big	ADJ
ajis02-2541	379	77	data	datum	NOUN
ajis02-2541	379	78	systems	system	NOUN
ajis02-2541	379	79	(	(	PUNCT
ajis02-2541	379	80	systems	system	NOUN
ajis02-2541	379	81	supporting	support	VERB
ajis02-2541	379	82	big	big	ADJ
ajis02-2541	379	83	data	datum	NOUN
ajis02-2541	379	84	provided	provide	VERB
ajis02-2541	379	85	by	by	ADP
ajis02-2541	379	86	various	various	ADJ
ajis02-2541	379	87	third	third	ADJ
ajis02-2541	379	88	parties	party	NOUN
ajis02-2541	379	89	)	)	PUNCT
ajis02-2541	379	90	,	,	PUNCT
ajis02-2541	379	91	and	and	CCONJ
ajis02-2541	379	92	then	then	ADV
ajis02-2541	379	93	you	you	PRON
ajis02-2541	379	94	use	use	VERB
ajis02-2541	379	95	some	some	DET
ajis02-2541	379	96	level	level	NOUN
ajis02-2541	379	97	of	of	ADP
ajis02-2541	379	98	processing	processing	NOUN
ajis02-2541	379	99	and	and	CCONJ
ajis02-2541	379	100	transformation	transformation	NOUN
ajis02-2541	379	101	to	to	PART
ajis02-2541	379	102	take	take	VERB
ajis02-2541	379	103	all	all	DET
ajis02-2541	379	104	metrics	metric	NOUN
ajis02-2541	379	105	that	that	PRON
ajis02-2541	379	106	are	be	AUX
ajis02-2541	379	107	relevant	relevant	ADJ
ajis02-2541	379	108	for	for	ADP
ajis02-2541	379	109	your	your	PRON
ajis02-2541	379	110	business	business	NOUN
ajis02-2541	379	111	needs	need	NOUN
ajis02-2541	379	112	,	,	PUNCT
ajis02-2541	379	113	and	and	CCONJ
ajis02-2541	379	114	then	then	ADV
ajis02-2541	379	115	bring	bring	VERB
ajis02-2541	379	116	it	it	PRON
ajis02-2541	379	117	(	(	PUNCT
ajis02-2541	379	118	those	those	DET
ajis02-2541	379	119	metrics	metric	NOUN
ajis02-2541	379	120	and	and	CCONJ
ajis02-2541	379	121	kpi	kpi	PROPN
ajis02-2541	379	122	)	)	PUNCT
ajis02-2541	379	123	into	into	ADP
ajis02-2541	379	124	a	a	DET
ajis02-2541	379	125	structured	structured	ADJ
ajis02-2541	379	126	kind	kind	NOUN
ajis02-2541	379	127	of	of	ADP
ajis02-2541	379	128	data	data	NOUN
ajis02-2541	379	129	warehouse	warehouse	NOUN
ajis02-2541	379	130	,	,	PUNCT
ajis02-2541	379	131	and	and	CCONJ
ajis02-2541	379	132	you	you	PRON
ajis02-2541	379	133	drive	drive	VERB
ajis02-2541	379	134	your	your	PRON
ajis02-2541	379	135	information	information	NOUN
ajis02-2541	379	136	visualization	visualization	NOUN
ajis02-2541	379	137	(	(	PUNCT
ajis02-2541	379	138	reporting	reporting	NOUN
ajis02-2541	379	139	and	and	CCONJ
ajis02-2541	379	140	analysis	analysis	NOUN
ajis02-2541	379	141	)	)	PUNCT
ajis02-2541	379	142	on	on	ADP
ajis02-2541	379	143	top	top	NOUN
ajis02-2541	379	144	of	of	ADP
ajis02-2541	379	145	that	that	PRON
ajis02-2541	379	146	”	"	PUNCT
ajis02-2541	379	147	(	(	PUNCT
ajis02-2541	379	148	a1	a1	NOUN
ajis02-2541	379	149	,	,	PUNCT
ajis02-2541	379	150	senior	senior	ADJ
ajis02-2541	379	151	data	data	NOUN
ajis02-2541	379	152	architect	architect	NOUN
ajis02-2541	379	153	)	)	PUNCT
ajis02-2541	379	154	organizations	organization	NOUN
ajis02-2541	379	155	could	could	AUX
ajis02-2541	379	156	create	create	VERB
ajis02-2541	379	157	value	value	NOUN
ajis02-2541	379	158	by	by	ADP
ajis02-2541	379	159	providing	provide	VERB
ajis02-2541	379	160	real	real	ADJ
ajis02-2541	379	161	-	-	PUNCT
ajis02-2541	379	162	time	time	NOUN
ajis02-2541	379	163	analysis	analysis	NOUN
ajis02-2541	379	164	on	on	ADP
ajis02-2541	379	165	data	datum	NOUN
ajis02-2541	379	166	retrieved	retrieve	VERB
ajis02-2541	379	167	from	from	ADP
ajis02-2541	379	168	sm	sm	PROPN
ajis02-2541	379	169	,	,	PUNCT
ajis02-2541	379	170	and	and	CCONJ
ajis02-2541	379	171	an	an	DET
ajis02-2541	379	172	architect	architect	NOUN
ajis02-2541	379	173	,	,	PUNCT
ajis02-2541	379	174	when	when	SCONJ
ajis02-2541	379	175	discussing	discuss	VERB
ajis02-2541	379	176	the	the	DET
ajis02-2541	379	177	technology	technology	NOUN
ajis02-2541	379	178	used	use	VERB
ajis02-2541	379	179	for	for	ADP
ajis02-2541	379	180	real	real	ADJ
ajis02-2541	379	181	-	-	PUNCT
ajis02-2541	379	182	time	time	NOUN
ajis02-2541	379	183	analytics	analytic	NOUN
ajis02-2541	379	184	,	,	PUNCT
ajis02-2541	379	185	has	have	AUX
ajis02-2541	379	186	mentioned	mention	VERB
ajis02-2541	379	187	,	,	PUNCT
ajis02-2541	379	188	“	"	PUNCT
ajis02-2541	379	189	any	any	DET
ajis02-2541	379	190	data	datum	NOUN
ajis02-2541	379	191	that	that	PRON
ajis02-2541	379	192	does	do	AUX
ajis02-2541	379	193	not	not	PART
ajis02-2541	379	194	have	have	VERB
ajis02-2541	379	195	to	to	PART
ajis02-2541	379	196	be	be	AUX
ajis02-2541	379	197	persisted	persist	VERB
ajis02-2541	379	198	,	,	PUNCT
ajis02-2541	379	199	and	and	CCONJ
ajis02-2541	379	200	you	you	PRON
ajis02-2541	379	201	need	need	VERB
ajis02-2541	379	202	real	real	ADJ
ajis02-2541	379	203	-	-	PUNCT
ajis02-2541	379	204	time	time	NOUN
ajis02-2541	379	205	analysis	analysis	NOUN
ajis02-2541	379	206	,	,	PUNCT
ajis02-2541	379	207	then	then	ADV
ajis02-2541	379	208	go	go	VERB
ajis02-2541	379	209	for	for	ADP
ajis02-2541	379	210	newsql	newsql	NOUN
ajis02-2541	379	211	;	;	PUNCT
ajis02-2541	379	212	here	here	ADV
ajis02-2541	379	213	,	,	PUNCT
ajis02-2541	379	214	what	what	PRON
ajis02-2541	379	215	you	you	PRON
ajis02-2541	379	216	do	do	AUX
ajis02-2541	379	217	is	be	AUX
ajis02-2541	379	218	–	–	PUNCT
ajis02-2541	379	219	you	you	PRON
ajis02-2541	379	220	stream	stream	VERB
ajis02-2541	379	221	the	the	DET
ajis02-2541	379	222	data	datum	NOUN
ajis02-2541	379	223	into	into	ADP
ajis02-2541	379	224	newsql	newsql	NOUN
ajis02-2541	379	225	in	in	ADP
ajis02-2541	379	226	-	-	PUNCT
ajis02-2541	379	227	memory	memory	NOUN
ajis02-2541	379	228	database	database	NOUN
ajis02-2541	379	229	,	,	PUNCT
ajis02-2541	379	230	enable	enable	VERB
ajis02-2541	379	231	all	all	DET
ajis02-2541	379	232	your	your	PRON
ajis02-2541	379	233	analysis	analysis	NOUN
ajis02-2541	379	234	on	on	ADP
ajis02-2541	379	235	the	the	DET
ajis02-2541	379	236	same	same	ADJ
ajis02-2541	379	237	;	;	PUNCT
ajis02-2541	379	238	…	…	PUNCT
ajis02-2541	379	239	newsql	newsql	NOUN
ajis02-2541	379	240	is	be	AUX
ajis02-2541	379	241	not	not	PART
ajis02-2541	379	242	proven	prove	VERB
ajis02-2541	379	243	,	,	PUNCT
ajis02-2541	379	244	and	and	CCONJ
ajis02-2541	379	245	a	a	DET
ajis02-2541	379	246	bit	bit	NOUN
ajis02-2541	379	247	expensive	expensive	ADJ
ajis02-2541	379	248	,	,	PUNCT
ajis02-2541	379	249	and	and	CCONJ
ajis02-2541	379	250	you	you	PRON
ajis02-2541	379	251	have	have	VERB
ajis02-2541	379	252	other	other	ADJ
ajis02-2541	379	253	options	option	NOUN
ajis02-2541	379	254	available	available	ADJ
ajis02-2541	379	255	as	as	ADV
ajis02-2541	379	256	well	well	ADV
ajis02-2541	379	257	–	–	PUNCT
ajis02-2541	379	258	for	for	ADP
ajis02-2541	379	259	doing	do	VERB
ajis02-2541	379	260	real	real	ADJ
ajis02-2541	379	261	-	-	PUNCT
ajis02-2541	379	262	time	time	NOUN
ajis02-2541	379	263	analysis	analysis	NOUN
ajis02-2541	379	264	(	(	PUNCT
ajis02-2541	379	265	like	like	ADP
ajis02-2541	379	266	kafka	kafka	PROPN
ajis02-2541	379	267	)	)	PUNCT
ajis02-2541	379	268	”	"	PUNCT
ajis02-2541	379	269	(	(	PUNCT
ajis02-2541	379	270	a3	a3	NOUN
ajis02-2541	379	271	,	,	PUNCT
ajis02-2541	379	272	data	datum	NOUN
ajis02-2541	379	273	architect	architect	NOUN
ajis02-2541	379	274	)	)	PUNCT
ajis02-2541	379	275	organizations	organization	NOUN
ajis02-2541	379	276	manage	manage	VERB
ajis02-2541	379	277	the	the	DET
ajis02-2541	379	278	data	data	NOUN
ajis02-2541	379	279	-	-	PUNCT
ajis02-2541	379	280	enabled	enable	VERB
ajis02-2541	379	281	value	value	NOUN
ajis02-2541	379	282	creation	creation	NOUN
ajis02-2541	379	283	through	through	ADP
ajis02-2541	379	284	governance	governance	NOUN
ajis02-2541	379	285	mechanisms	mechanism	NOUN
ajis02-2541	379	286	implemented	implement	VERB
ajis02-2541	379	287	in	in	ADP
ajis02-2541	379	288	a	a	DET
ajis02-2541	379	289	holistic	holistic	ADJ
ajis02-2541	379	290	way	way	NOUN
ajis02-2541	379	291	to	to	PART
ajis02-2541	379	292	address	address	VERB
ajis02-2541	379	293	challenges	challenge	NOUN
ajis02-2541	379	294	associated	associate	VERB
ajis02-2541	379	295	with	with	ADP
ajis02-2541	379	296	data	datum	NOUN
ajis02-2541	379	297	security	security	NOUN
ajis02-2541	379	298	,	,	PUNCT
ajis02-2541	379	299	data	data	NOUN
ajis02-2541	379	300	privacy	privacy	NOUN
ajis02-2541	379	301	,	,	PUNCT
ajis02-2541	379	302	data	datum	NOUN
ajis02-2541	379	303	loss	loss	NOUN
ajis02-2541	379	304	and	and	CCONJ
ajis02-2541	379	305	recovery	recovery	NOUN
ajis02-2541	379	306	,	,	PUNCT
ajis02-2541	379	307	and	and	CCONJ
ajis02-2541	379	308	business	business	NOUN
ajis02-2541	379	309	continuity	continuity	NOUN
ajis02-2541	379	310	.	.	PUNCT
ajis02-2541	380	1	the	the	DET
ajis02-2541	380	2	design	design	NOUN
ajis02-2541	380	3	considerations	consideration	NOUN
ajis02-2541	380	4	should	should	AUX
ajis02-2541	380	5	include	include	VERB
ajis02-2541	380	6	elements	element	NOUN
ajis02-2541	380	7	such	such	ADJ
ajis02-2541	380	8	as	as	ADP
ajis02-2541	380	9	encryption	encryption	NOUN
ajis02-2541	380	10	at	at	ADP
ajis02-2541	380	11	the	the	DET
ajis02-2541	380	12	database	database	NOUN
ajis02-2541	380	13	and	and	CCONJ
ajis02-2541	380	14	hardware	hardware	NOUN
ajis02-2541	380	15	-	-	PUNCT
ajis02-2541	380	16	level	level	NOUN
ajis02-2541	380	17	for	for	ADP
ajis02-2541	380	18	data	data	NOUN
ajis02-2541	380	19	-	-	PUNCT
ajis02-2541	380	20	at	at	ADP
ajis02-2541	380	21	-	-	PUNCT
ajis02-2541	380	22	rest	rest	NOUN
ajis02-2541	380	23	,	,	PUNCT
ajis02-2541	380	24	security	security	NOUN
ajis02-2541	380	25	through	through	ADP
ajis02-2541	380	26	firewall	firewall	NOUN
ajis02-2541	380	27	at	at	ADP
ajis02-2541	380	28	the	the	DET
ajis02-2541	380	29	data	data	NOUN
ajis02-2541	380	30	-	-	PUNCT
ajis02-2541	380	31	centre	centre	NOUN
ajis02-2541	380	32	level	level	NOUN
ajis02-2541	380	33	,	,	PUNCT
ajis02-2541	380	34	data	datum	NOUN
ajis02-2541	380	35	transfer	transfer	NOUN
ajis02-2541	380	36	over	over	ADP
ajis02-2541	380	37	secured	secured	ADJ
ajis02-2541	380	38	protocols	protocol	NOUN
ajis02-2541	380	39	for	for	ADP
ajis02-2541	380	40	datain	datain	NOUN
ajis02-2541	380	41	-	-	PUNCT
ajis02-2541	380	42	transit	transit	NOUN
ajis02-2541	380	43	,	,	PUNCT
ajis02-2541	380	44	access	access	NOUN
ajis02-2541	380	45	controls	control	NOUN
ajis02-2541	380	46	at	at	ADP
ajis02-2541	380	47	various	various	ADJ
ajis02-2541	380	48	levels	level	NOUN
ajis02-2541	380	49	,	,	PUNCT
ajis02-2541	380	50	scheduled	schedule	VERB
ajis02-2541	380	51	back	back	NOUN
ajis02-2541	380	52	-	-	PUNCT
ajis02-2541	380	53	ups	up	NOUN
ajis02-2541	380	54	for	for	ADP
ajis02-2541	380	55	data	datum	NOUN
ajis02-2541	380	56	,	,	PUNCT
ajis02-2541	380	57	data	datum	NOUN
ajis02-2541	380	58	storage	storage	NOUN
ajis02-2541	380	59	through	through	ADP
ajis02-2541	380	60	both	both	CCONJ
ajis02-2541	380	61	primary	primary	ADJ
ajis02-2541	380	62	and	and	CCONJ
ajis02-2541	380	63	fail	fail	ADJ
ajis02-2541	380	64	-	-	PUNCT
ajis02-2541	380	65	over	over	ADP
ajis02-2541	380	66	instances	instance	NOUN
ajis02-2541	380	67	,	,	PUNCT
ajis02-2541	380	68	and	and	CCONJ
ajis02-2541	380	69	data	datum	NOUN
ajis02-2541	380	70	replication	replication	NOUN
ajis02-2541	380	71	through	through	ADP
ajis02-2541	380	72	active	active	ADJ
ajis02-2541	380	73	and	and	CCONJ
ajis02-2541	380	74	passive	passive	ADJ
ajis02-2541	380	75	modes	mode	NOUN
ajis02-2541	380	76	.	.	PUNCT
ajis02-2541	381	1	organizations	organization	NOUN
ajis02-2541	381	2	have	have	VERB
ajis02-2541	381	3	to	to	PART
ajis02-2541	381	4	implement	implement	VERB
ajis02-2541	381	5	robust	robust	ADJ
ajis02-2541	381	6	information	information	NOUN
ajis02-2541	381	7	-	-	PUNCT
ajis02-2541	381	8	governance	governance	NOUN
ajis02-2541	381	9	mechanisms	mechanism	NOUN
ajis02-2541	381	10	across	across	ADP
ajis02-2541	381	11	data	datum	NOUN
ajis02-2541	381	12	handling	handling	NOUN
ajis02-2541	381	13	processes	process	NOUN
ajis02-2541	381	14	to	to	PART
ajis02-2541	381	15	achieve	achieve	VERB
ajis02-2541	381	16	higher	high	ADJ
ajis02-2541	381	17	level	level	NOUN
ajis02-2541	381	18	of	of	ADP
ajis02-2541	381	19	quality	quality	NOUN
ajis02-2541	381	20	.	.	PUNCT
ajis02-2541	382	1	one	one	NUM
ajis02-2541	382	2	of	of	ADP
ajis02-2541	382	3	the	the	DET
ajis02-2541	382	4	architects	architect	NOUN
ajis02-2541	382	5	has	have	AUX
ajis02-2541	382	6	commented	comment	VERB
ajis02-2541	382	7	on	on	ADP
ajis02-2541	382	8	the	the	DET
ajis02-2541	382	9	aspect	aspect	NOUN
ajis02-2541	382	10	of	of	ADP
ajis02-2541	382	11	data	datum	NOUN
ajis02-2541	382	12	governance	governance	NOUN
ajis02-2541	382	13	,	,	PUNCT
ajis02-2541	382	14	“	"	PUNCT
ajis02-2541	382	15	’	'	PUNCT
ajis02-2541	382	16	clean	clean	ADJ
ajis02-2541	382	17	and	and	CCONJ
ajis02-2541	382	18	good	good	ADJ
ajis02-2541	382	19	data	datum	NOUN
ajis02-2541	382	20	’	'	PUNCT
ajis02-2541	382	21	enables	enable	VERB
ajis02-2541	382	22	good	good	ADJ
ajis02-2541	382	23	metrics	metric	NOUN
ajis02-2541	382	24	,	,	PUNCT
ajis02-2541	382	25	and	and	CCONJ
ajis02-2541	382	26	good	good	ADJ
ajis02-2541	382	27	metrics	metric	NOUN
ajis02-2541	382	28	enable	enable	VERB
ajis02-2541	382	29	great	great	ADJ
ajis02-2541	382	30	inferences	inference	NOUN
ajis02-2541	382	31	–	–	PUNCT
ajis02-2541	382	32	and	and	CCONJ
ajis02-2541	382	33	hence	hence	ADV
ajis02-2541	382	34	,	,	PUNCT
ajis02-2541	382	35	these	these	DET
ajis02-2541	382	36	things	thing	NOUN
ajis02-2541	382	37	(	(	PUNCT
ajis02-2541	382	38	data	data	NOUN
ajis02-2541	382	39	governance	governance	NOUN
ajis02-2541	382	40	mechanisms	mechanism	NOUN
ajis02-2541	382	41	and	and	CCONJ
ajis02-2541	382	42	best	good	ADJ
ajis02-2541	382	43	practices	practice	NOUN
ajis02-2541	382	44	)	)	PUNCT
ajis02-2541	382	45	are	be	AUX
ajis02-2541	382	46	very	very	ADV
ajis02-2541	382	47	critical	critical	ADJ
ajis02-2541	382	48	for	for	ADP
ajis02-2541	382	49	australasian	australasian	ADJ
ajis02-2541	382	50	journal	journal	NOUN
ajis02-2541	382	51	of	of	ADP
ajis02-2541	382	52	information	information	NOUN
ajis02-2541	382	53	systems	system	NOUN
ajis02-2541	382	54	balakrishnan	balakrishnan	PROPN
ajis02-2541	382	55	,	,	PUNCT
ajis02-2541	382	56	das	das	PROPN
ajis02-2541	382	57	&	&	CCONJ
ajis02-2541	382	58	chattopadhyay	chattopadhyay	PROPN
ajis02-2541	382	59	2020	2020	NUM
ajis02-2541	382	60	,	,	PUNCT
ajis02-2541	382	61	vol	vol	NOUN
ajis02-2541	382	62	24	24	NUM
ajis02-2541	382	63	,	,	PUNCT
ajis02-2541	382	64	research	research	NOUN
ajis02-2541	382	65	article	article	NOUN
ajis02-2541	382	66	implementing	implement	VERB
ajis02-2541	382	67	data	datum	NOUN
ajis02-2541	382	68	strategy	strategy	NOUN
ajis02-2541	382	69	24	24	NUM
ajis02-2541	382	70	implementing	implement	VERB
ajis02-2541	382	71	quality	quality	NOUN
ajis02-2541	382	72	data	datum	NOUN
ajis02-2541	382	73	management	management	NOUN
ajis02-2541	382	74	solutions	solution	NOUN
ajis02-2541	382	75	that	that	PRON
ajis02-2541	382	76	would	would	AUX
ajis02-2541	382	77	drive	drive	VERB
ajis02-2541	382	78	your	your	PRON
ajis02-2541	382	79	business	business	NOUN
ajis02-2541	382	80	;	;	PUNCT
ajis02-2541	382	81	”	"	PUNCT
ajis02-2541	382	82	(	(	PUNCT
ajis02-2541	382	83	a3	a3	NOUN
ajis02-2541	382	84	,	,	PUNCT
ajis02-2541	382	85	data	datum	NOUN
ajis02-2541	382	86	architect	architect	NOUN
ajis02-2541	382	87	)	)	PUNCT
ajis02-2541	382	88	in	in	ADP
ajis02-2541	382	89	summary	summary	NOUN
ajis02-2541	382	90	,	,	PUNCT
ajis02-2541	382	91	data	datum	NOUN
ajis02-2541	382	92	is	be	AUX
ajis02-2541	382	93	considered	consider	VERB
ajis02-2541	382	94	as	as	ADP
ajis02-2541	382	95	the	the	DET
ajis02-2541	382	96	gold	gold	NOUN
ajis02-2541	382	97	of	of	ADP
ajis02-2541	382	98	the	the	DET
ajis02-2541	382	99	21st	21st	ADJ
ajis02-2541	382	100	century	century	NOUN
ajis02-2541	382	101	(	(	PUNCT
ajis02-2541	382	102	aviza	aviza	NOUN
ajis02-2541	382	103	,	,	PUNCT
ajis02-2541	382	104	2017	2017	NUM
ajis02-2541	382	105	)	)	PUNCT
ajis02-2541	382	106	,	,	PUNCT
ajis02-2541	382	107	and	and	CCONJ
ajis02-2541	382	108	using	use	VERB
ajis02-2541	382	109	it	it	PRON
ajis02-2541	382	110	the	the	DET
ajis02-2541	382	111	right	right	ADJ
ajis02-2541	382	112	way	way	NOUN
ajis02-2541	382	113	would	would	AUX
ajis02-2541	382	114	yield	yield	VERB
ajis02-2541	382	115	economic	economic	ADJ
ajis02-2541	382	116	returns	return	NOUN
ajis02-2541	382	117	at	at	ADP
ajis02-2541	382	118	an	an	DET
ajis02-2541	382	119	epic	epic	ADJ
ajis02-2541	382	120	scale	scale	NOUN
ajis02-2541	382	121	.	.	PUNCT
ajis02-2541	383	1	organizations	organization	NOUN
ajis02-2541	383	2	could	could	AUX
ajis02-2541	383	3	harvest	harvest	VERB
ajis02-2541	383	4	the	the	DET
ajis02-2541	383	5	value	value	NOUN
ajis02-2541	383	6	embedded	embed	VERB
ajis02-2541	383	7	in	in	ADP
ajis02-2541	383	8	data	datum	NOUN
ajis02-2541	383	9	by	by	ADP
ajis02-2541	383	10	implementing	implement	VERB
ajis02-2541	383	11	the	the	DET
ajis02-2541	383	12	right	right	ADJ
ajis02-2541	383	13	data	datum	NOUN
ajis02-2541	383	14	management	management	NOUN
ajis02-2541	383	15	technologies	technology	NOUN
ajis02-2541	383	16	,	,	PUNCT
ajis02-2541	383	17	coupled	couple	VERB
ajis02-2541	383	18	with	with	ADP
ajis02-2541	383	19	appropriate	appropriate	ADJ
ajis02-2541	383	20	information	information	NOUN
ajis02-2541	383	21	governance	governance	NOUN
ajis02-2541	383	22	mechanisms	mechanism	NOUN
ajis02-2541	383	23	.	.	PUNCT
ajis02-2541	384	1	acknowledgements	acknowledgement	NOUN
ajis02-2541	384	2	we	we	PRON
ajis02-2541	384	3	thank	thank	VERB
ajis02-2541	384	4	our	our	PRON
ajis02-2541	384	5	interviewees	interviewee	NOUN
ajis02-2541	384	6	rajendran	rajendran	PROPN
ajis02-2541	384	7	subramanian	subramanian	PROPN
ajis02-2541	384	8	,	,	PUNCT
ajis02-2541	384	9	narayanan	narayanan	PROPN
ajis02-2541	384	10	kandanchatha	kandanchatha	PROPN
ajis02-2541	384	11	,	,	PUNCT
ajis02-2541	384	12	mukundakumar	mukundakumar	PROPN
ajis02-2541	384	13	kg	kg	PROPN
ajis02-2541	384	14	,	,	PUNCT
ajis02-2541	384	15	brijesh	brijesh	NOUN
ajis02-2541	384	16	madhavan	madhavan	PROPN
ajis02-2541	384	17	,	,	PUNCT
ajis02-2541	384	18	shiju	shiju	PROPN
ajis02-2541	384	19	jalaludin	jalaludin	PROPN
ajis02-2541	384	20	,	,	PUNCT
ajis02-2541	384	21	murali	murali	PROPN
ajis02-2541	384	22	avanamuthu	avanamuthu	PROPN
ajis02-2541	384	23	,	,	PUNCT
ajis02-2541	384	24	and	and	CCONJ
ajis02-2541	384	25	their	their	PRON
ajis02-2541	384	26	team	team	NOUN
ajis02-2541	384	27	members	member	NOUN
ajis02-2541	384	28	for	for	ADP
ajis02-2541	384	29	sharing	share	VERB
ajis02-2541	384	30	their	their	PRON
ajis02-2541	384	31	pearls	pearl	NOUN
ajis02-2541	384	32	of	of	ADP
ajis02-2541	384	33	wisdom	wisdom	NOUN
ajis02-2541	384	34	during	during	ADP
ajis02-2541	384	35	the	the	DET
ajis02-2541	384	36	course	course	NOUN
ajis02-2541	384	37	of	of	ADP
ajis02-2541	384	38	this	this	DET
ajis02-2541	384	39	research	research	NOUN
ajis02-2541	384	40	.	.	PUNCT
ajis02-2541	385	1	we	we	PRON
ajis02-2541	385	2	are	be	AUX
ajis02-2541	385	3	immensely	immensely	ADV
ajis02-2541	385	4	grateful	grateful	ADJ
ajis02-2541	385	5	to	to	ADP
ajis02-2541	385	6	dr	dr	PROPN
ajis02-2541	385	7	.	.	PROPN
ajis02-2541	385	8	s.	s.	PROPN
ajis02-2541	385	9	varadhaganapathy	varadhaganapathy	PROPN
ajis02-2541	385	10	for	for	ADP
ajis02-2541	385	11	helping	help	VERB
ajis02-2541	385	12	us	we	PRON
ajis02-2541	385	13	in	in	ADP
ajis02-2541	385	14	framing	frame	VERB
ajis02-2541	385	15	our	our	PRON
ajis02-2541	385	16	research	research	NOUN
ajis02-2541	385	17	queries	query	NOUN
ajis02-2541	385	18	.	.	PUNCT
ajis02-2541	386	1	we	we	PRON
ajis02-2541	386	2	extend	extend	VERB
ajis02-2541	386	3	our	our	PRON
ajis02-2541	386	4	sincere	sincere	ADJ
ajis02-2541	386	5	thanks	thank	NOUN
ajis02-2541	386	6	to	to	ADP
ajis02-2541	386	7	latha	latha	PROPN
ajis02-2541	386	8	venkitachalam	venkitachalam	PROPN
ajis02-2541	386	9	and	and	CCONJ
ajis02-2541	386	10	baiju	baiju	PROPN
ajis02-2541	386	11	ambadan	ambadan	NOUN
ajis02-2541	386	12	for	for	ADP
ajis02-2541	386	13	providing	provide	VERB
ajis02-2541	386	14	comments	comment	NOUN
ajis02-2541	386	15	that	that	PRON
ajis02-2541	386	16	have	have	AUX
ajis02-2541	386	17	greatly	greatly	ADV
ajis02-2541	386	18	improved	improve	VERB
ajis02-2541	386	19	the	the	DET
ajis02-2541	386	20	manuscript	manuscript	NOUN
ajis02-2541	386	21	.	.	PUNCT
ajis02-2541	387	1	please	please	INTJ
ajis02-2541	387	2	note	note	VERB
ajis02-2541	387	3	that	that	SCONJ
ajis02-2541	387	4	any	any	DET
ajis02-2541	387	5	errors	error	NOUN
ajis02-2541	387	6	in	in	ADP
ajis02-2541	387	7	the	the	DET
ajis02-2541	387	8	manuscript	manuscript	NOUN
ajis02-2541	387	9	are	be	AUX
ajis02-2541	387	10	our	our	PRON
ajis02-2541	387	11	own	own	ADJ
ajis02-2541	387	12	,	,	PUNCT
ajis02-2541	387	13	and	and	CCONJ
ajis02-2541	387	14	the	the	DET
ajis02-2541	387	15	errors	error	NOUN
ajis02-2541	387	16	should	should	AUX
ajis02-2541	387	17	not	not	PART
ajis02-2541	387	18	tarnish	tarnish	VERB
ajis02-2541	387	19	the	the	DET
ajis02-2541	387	20	reputations	reputation	NOUN
ajis02-2541	387	21	of	of	ADP
ajis02-2541	387	22	these	these	DET
ajis02-2541	387	23	esteemed	esteemed	ADJ
ajis02-2541	387	24	persons	person	NOUN
ajis02-2541	387	25	.	.	PUNCT
ajis02-2541	388	1	references	reference	NOUN
ajis02-2541	388	2	addagada	addagada	PROPN
ajis02-2541	388	3	,	,	PUNCT
ajis02-2541	388	4	t.	t.	PROPN
ajis02-2541	388	5	(	(	PUNCT
ajis02-2541	388	6	2019	2019	NUM
ajis02-2541	388	7	)	)	PUNCT
ajis02-2541	388	8	.	.	PUNCT
ajis02-2541	389	1	customer	customer	NOUN
ajis02-2541	389	2	data	datum	NOUN
ajis02-2541	389	3	protection	protection	NOUN
ajis02-2541	389	4	:	:	PUNCT
ajis02-2541	389	5	deriving	derive	VERB
ajis02-2541	389	6	value	value	NOUN
ajis02-2541	389	7	and	and	CCONJ
ajis02-2541	389	8	ownership	ownership	NOUN
ajis02-2541	389	9	.	.	PUNCT
ajis02-2541	390	1	retrieved	retrieve	VERB
ajis02-2541	390	2	may	may	AUX
ajis02-2541	390	3	24	24	NUM
ajis02-2541	390	4	,	,	PUNCT
ajis02-2541	390	5	2019	2019	NUM
ajis02-2541	390	6	,	,	PUNCT
ajis02-2541	390	7	from	from	ADP
ajis02-2541	390	8	https://www.dataversity.net/customer-data-protection-deriving-valueand-ownership/	https://www.dataversity.net/customer-data-protection-deriving-valueand-ownership/	PROPN
ajis02-2541	390	9	anderson	anderson	PROPN
ajis02-2541	390	10	,	,	PUNCT
ajis02-2541	390	11	c.	c.	PROPN
ajis02-2541	390	12	,	,	PUNCT
ajis02-2541	390	13	&	&	CCONJ
ajis02-2541	390	14	li	li	PROPN
ajis02-2541	390	15	,	,	PUNCT
ajis02-2541	390	16	m.	m.	NOUN
ajis02-2541	390	17	(	(	PUNCT
ajis02-2541	390	18	2017	2017	NUM
ajis02-2541	390	19	)	)	PUNCT
ajis02-2541	390	20	.	.	PUNCT
ajis02-2541	391	1	five	five	NUM
ajis02-2541	391	2	building	building	NOUN
ajis02-2541	391	3	blocks	block	NOUN
ajis02-2541	391	4	of	of	ADP
ajis02-2541	391	5	a	a	DET
ajis02-2541	391	6	data	data	NOUN
ajis02-2541	391	7	-	-	PUNCT
ajis02-2541	391	8	driven	drive	VERB
ajis02-2541	391	9	culture	culture	NOUN
ajis02-2541	391	10	.	.	PUNCT
ajis02-2541	392	1	retrieved	retrieve	VERB
ajis02-2541	392	2	may	may	AUX
ajis02-2541	392	3	27	27	NUM
ajis02-2541	392	4	,	,	PUNCT
ajis02-2541	392	5	2019	2019	NUM
ajis02-2541	392	6	,	,	PUNCT
ajis02-2541	392	7	from	from	ADP
ajis02-2541	392	8	https://techcrunch.com/2017/06/23/five-building-blocks-of-a-data-drivenculture/	https://techcrunch.com/2017/06/23/five-building-blocks-of-a-data-drivenculture/	NOUN
ajis02-2541	392	9	aviza	aviza	NOUN
ajis02-2541	392	10	,	,	PUNCT
ajis02-2541	392	11	e.	e.	PROPN
ajis02-2541	392	12	(	(	PUNCT
ajis02-2541	392	13	2017	2017	NUM
ajis02-2541	392	14	)	)	PUNCT
ajis02-2541	392	15	.	.	PUNCT
ajis02-2541	393	1	data	datum	NOUN
ajis02-2541	393	2	is	be	AUX
ajis02-2541	393	3	the	the	DET
ajis02-2541	393	4	gold	gold	NOUN
ajis02-2541	393	5	of	of	ADP
ajis02-2541	393	6	the	the	DET
ajis02-2541	393	7	21st	21st	ADJ
ajis02-2541	393	8	century	century	NOUN
ajis02-2541	393	9	.	.	PUNCT
ajis02-2541	394	1	retrieved	retrieve	VERB
ajis02-2541	394	2	may	may	AUX
ajis02-2541	394	3	20	20	NUM
ajis02-2541	394	4	,	,	PUNCT
ajis02-2541	394	5	2019	2019	NUM
ajis02-2541	394	6	,	,	PUNCT
ajis02-2541	394	7	from	from	ADP
ajis02-2541	394	8	https://www.cloudbakers.com/blog/data-is-the-gold-of-the-21st-century	https://www.cloudbakers.com/blog/data-is-the-gold-of-the-21st-century	PROPN
ajis02-2541	394	9	bowen	bowen	PROPN
ajis02-2541	394	10	,	,	PUNCT
ajis02-2541	394	11	r.	r.	PROPN
ajis02-2541	394	12	,	,	PUNCT
ajis02-2541	394	13	&	&	CCONJ
ajis02-2541	394	14	smith	smith	PROPN
ajis02-2541	394	15	,	,	PUNCT
ajis02-2541	394	16	a.	a.	PROPN
ajis02-2541	394	17	r.	r.	PROPN
ajis02-2541	394	18	(	(	PUNCT
ajis02-2541	394	19	2014	2014	NUM
ajis02-2541	394	20	)	)	PUNCT
ajis02-2541	394	21	.	.	PUNCT
ajis02-2541	395	1	developing	develop	VERB
ajis02-2541	395	2	an	an	DET
ajis02-2541	395	3	enterprisewide	enterprisewide	NOUN
ajis02-2541	395	4	data	data	NOUN
ajis02-2541	395	5	strategy	strategy	NOUN
ajis02-2541	395	6	.	.	PUNCT
ajis02-2541	396	1	healthcare	healthcare	PROPN
ajis02-2541	396	2	financial	financial	PROPN
ajis02-2541	396	3	management	management	PROPN
ajis02-2541	396	4	,	,	PUNCT
ajis02-2541	396	5	68(4	68(4	NUM
ajis02-2541	396	6	)	)	PUNCT
ajis02-2541	396	7	.	.	PUNCT
ajis02-2541	397	1	braganza	braganza	PROPN
ajis02-2541	397	2	,	,	PUNCT
ajis02-2541	397	3	a.	a.	NOUN
ajis02-2541	397	4	(	(	PUNCT
ajis02-2541	397	5	2004	2004	NUM
ajis02-2541	397	6	)	)	PUNCT
ajis02-2541	397	7	.	.	PUNCT
ajis02-2541	398	1	rethinking	rethink	VERB
ajis02-2541	398	2	the	the	DET
ajis02-2541	398	3	data	datum	NOUN
ajis02-2541	398	4	–	–	PUNCT
ajis02-2541	398	5	information	information	NOUN
ajis02-2541	398	6	–	–	PUNCT
ajis02-2541	398	7	knowledge	knowledge	NOUN
ajis02-2541	398	8	hierarchy	hierarchy	NOUN
ajis02-2541	398	9	 	 	SPACE
ajis02-2541	398	10	:	:	PUNCT
ajis02-2541	398	11	towards	towards	ADP
ajis02-2541	398	12	a	a	DET
ajis02-2541	398	13	casebased	casebase	VERB
ajis02-2541	398	14	model	model	NOUN
ajis02-2541	398	15	.	.	PUNCT
ajis02-2541	399	1	international	international	ADJ
ajis02-2541	399	2	journal	journal	PROPN
ajis02-2541	399	3	of	of	ADP
ajis02-2541	399	4	information	information	NOUN
ajis02-2541	399	5	management	management	NOUN
ajis02-2541	399	6	,	,	PUNCT
ajis02-2541	399	7	24	24	NUM
ajis02-2541	399	8	,	,	PUNCT
ajis02-2541	399	9	347–356	347–356	NUM
ajis02-2541	399	10	.	.	PUNCT
ajis02-2541	400	1	https://doi.org/10.1016/j.ijinfomgt.2004.04.007	https://doi.org/10.1016/j.ijinfomgt.2004.04.007	PROPN
ajis02-2541	400	2	commercial	commercial	ADJ
ajis02-2541	400	3	bank	bank	NOUN
ajis02-2541	400	4	,	,	PUNCT
ajis02-2541	400	5	c.	c.	PROPN
ajis02-2541	400	6	g.	g.	PROPN
ajis02-2541	400	7	(	(	PUNCT
ajis02-2541	400	8	2018	2018	NUM
ajis02-2541	400	9	)	)	PUNCT
ajis02-2541	400	10	.	.	PUNCT
ajis02-2541	401	1	why	why	SCONJ
ajis02-2541	401	2	dual	dual	ADJ
ajis02-2541	401	3	approval	approval	NOUN
ajis02-2541	401	4	matters	matter	NOUN
ajis02-2541	401	5	.	.	PUNCT
ajis02-2541	402	1	retrieved	retrieve	VERB
ajis02-2541	402	2	may	may	AUX
ajis02-2541	402	3	6	6	NUM
ajis02-2541	402	4	,	,	PUNCT
ajis02-2541	402	5	2019	2019	NUM
ajis02-2541	402	6	,	,	PUNCT
ajis02-2541	402	7	from	from	ADP
ajis02-2541	402	8	https://businessaccess.citibank.citigroup.com/basprod/citiiwt/images/why_dual_appr	https://businessaccess.citibank.citigroup.com/basprod/citiiwt/images/why_dual_appr	PROPN
ajis02-2541	402	9	oval_matters.pdf	oval_matters.pdf	NOUN
ajis02-2541	402	10	data	datum	NOUN
ajis02-2541	402	11	integration	integration	NOUN
ajis02-2541	402	12	.	.	PUNCT
ajis02-2541	403	1	(	(	PUNCT
ajis02-2541	403	2	2018	2018	NUM
ajis02-2541	403	3	)	)	PUNCT
ajis02-2541	403	4	.	.	PUNCT
ajis02-2541	404	1	retrieved	retrieve	VERB
ajis02-2541	404	2	may	may	AUX
ajis02-2541	404	3	20	20	NUM
ajis02-2541	404	4	,	,	PUNCT
ajis02-2541	404	5	2019	2019	NUM
ajis02-2541	404	6	,	,	PUNCT
ajis02-2541	404	7	from	from	ADP
ajis02-2541	404	8	https://www.dataintegration.info/dataintegration	https://www.dataintegration.info/dataintegration	PROPN
ajis02-2541	404	9	davenport	davenport	NOUN
ajis02-2541	404	10	,	,	PUNCT
ajis02-2541	404	11	t.	t.	PROPN
ajis02-2541	404	12	h.	h.	PROPN
ajis02-2541	404	13	(	(	PUNCT
ajis02-2541	404	14	2014	2014	NUM
ajis02-2541	404	15	)	)	PUNCT
ajis02-2541	404	16	.	.	PUNCT
ajis02-2541	405	1	big	big	ADJ
ajis02-2541	405	2	data	datum	NOUN
ajis02-2541	405	3	at	at	ADP
ajis02-2541	405	4	work	work	NOUN
ajis02-2541	405	5	:	:	PUNCT
ajis02-2541	405	6	dispelling	dispel	VERB
ajis02-2541	405	7	the	the	DET
ajis02-2541	405	8	myths	myth	NOUN
ajis02-2541	405	9	and	and	CCONJ
ajis02-2541	405	10	uncovering	uncover	VERB
ajis02-2541	405	11	the	the	DET
ajis02-2541	405	12	opportunities	opportunity	NOUN
ajis02-2541	405	13	.	.	PUNCT
ajis02-2541	406	1	harvard	harvard	PROPN
ajis02-2541	406	2	business	business	PROPN
ajis02-2541	406	3	review	review	PROPN
ajis02-2541	406	4	press	press	NOUN
ajis02-2541	406	5	.	.	PUNCT
ajis02-2541	407	1	davenport	davenport	PROPN
ajis02-2541	407	2	,	,	PUNCT
ajis02-2541	407	3	t.	t.	PROPN
ajis02-2541	407	4	h.	h.	PROPN
ajis02-2541	407	5	,	,	PUNCT
ajis02-2541	407	6	harris	harris	PROPN
ajis02-2541	407	7	,	,	PUNCT
ajis02-2541	407	8	j.	j.	PROPN
ajis02-2541	407	9	g.	g.	PROPN
ajis02-2541	407	10	,	,	PUNCT
ajis02-2541	407	11	long	long	ADV
ajis02-2541	407	12	,	,	PUNCT
ajis02-2541	407	13	d.	d.	PROPN
ajis02-2541	407	14	w.	w.	PROPN
ajis02-2541	407	15	de	de	PROPN
ajis02-2541	407	16	,	,	PUNCT
ajis02-2541	407	17	&	&	CCONJ
ajis02-2541	407	18	jacobson	jacobson	PROPN
ajis02-2541	407	19	,	,	PUNCT
ajis02-2541	407	20	a.	a.	PROPN
ajis02-2541	407	21	l.	l.	PROPN
ajis02-2541	407	22	(	(	PUNCT
ajis02-2541	407	23	2001	2001	NUM
ajis02-2541	407	24	)	)	PUNCT
ajis02-2541	407	25	.	.	PUNCT
ajis02-2541	408	1	data	datum	NOUN
ajis02-2541	408	2	to	to	ADP
ajis02-2541	408	3	knowledge	knowledge	NOUN
ajis02-2541	408	4	to	to	ADP
ajis02-2541	408	5	results	result	NOUN
ajis02-2541	408	6	:	:	PUNCT
ajis02-2541	408	7	building	build	VERB
ajis02-2541	408	8	an	an	DET
ajis02-2541	408	9	analytic	analytic	ADJ
ajis02-2541	408	10	capability	capability	NOUN
ajis02-2541	408	11	.	.	PUNCT
ajis02-2541	409	1	california	california	PROPN
ajis02-2541	409	2	management	management	PROPN
ajis02-2541	409	3	review	review	PROPN
ajis02-2541	409	4	,	,	PUNCT
ajis02-2541	409	5	43(2	43(2	NUM
ajis02-2541	409	6	)	)	PUNCT
ajis02-2541	409	7	.	.	PUNCT
ajis02-2541	410	1	davenport	davenport	PROPN
ajis02-2541	410	2	,	,	PUNCT
ajis02-2541	410	3	t.	t.	PROPN
ajis02-2541	410	4	,	,	PUNCT
ajis02-2541	410	5	&	&	CCONJ
ajis02-2541	410	6	verma	verma	PROPN
ajis02-2541	410	7	,	,	PUNCT
ajis02-2541	410	8	a.	a.	NOUN
ajis02-2541	410	9	(	(	PUNCT
ajis02-2541	410	10	2018	2018	NUM
ajis02-2541	410	11	)	)	PUNCT
ajis02-2541	410	12	.	.	PUNCT
ajis02-2541	411	1	it	it	PRON
ajis02-2541	411	2	’s	’	VERB
ajis02-2541	411	3	time	time	NOUN
ajis02-2541	411	4	to	to	PART
ajis02-2541	411	5	modernize	modernize	VERB
ajis02-2541	411	6	your	your	PRON
ajis02-2541	411	7	big	big	ADJ
ajis02-2541	411	8	data	data	NOUN
ajis02-2541	411	9	management	management	NOUN
ajis02-2541	411	10	techniques	technique	NOUN
ajis02-2541	411	11	.	.	PUNCT
ajis02-2541	412	1	retrieved	retrieve	VERB
ajis02-2541	412	2	may	may	PROPN
ajis02-2541	412	3	18	18	NUM
ajis02-2541	412	4	,	,	PUNCT
ajis02-2541	412	5	2019	2019	NUM
ajis02-2541	412	6	,	,	PUNCT
ajis02-2541	412	7	from	from	ADP
ajis02-2541	412	8	australasian	australasian	ADJ
ajis02-2541	412	9	journal	journal	NOUN
ajis02-2541	412	10	of	of	ADP
ajis02-2541	412	11	information	information	NOUN
ajis02-2541	412	12	systems	system	NOUN
ajis02-2541	412	13	balakrishnan	balakrishnan	PROPN
ajis02-2541	412	14	,	,	PUNCT
ajis02-2541	412	15	das	das	PROPN
ajis02-2541	412	16	&	&	CCONJ
ajis02-2541	412	17	chattopadhyay	chattopadhyay	PROPN
ajis02-2541	412	18	2020	2020	NUM
ajis02-2541	412	19	,	,	PUNCT
ajis02-2541	412	20	vol	vol	NOUN
ajis02-2541	412	21	24	24	NUM
ajis02-2541	412	22	,	,	PUNCT
ajis02-2541	412	23	research	research	NOUN
ajis02-2541	412	24	article	article	NOUN
ajis02-2541	412	25	implementing	implement	VERB
ajis02-2541	412	26	data	datum	NOUN
ajis02-2541	412	27	strategy	strategy	NOUN
ajis02-2541	412	28	25	25	NUM
ajis02-2541	412	29	https://www2.deloitte.com/us/en/insights/topics/analytics/data-managementtechniques-approaches-tools.html	https://www2.deloitte.com/us/en/insights/topics/analytics/data-managementtechniques-approaches-tools.html	PUNCT
ajis02-2541	412	30	doyle	doyle	NOUN
ajis02-2541	412	31	,	,	PUNCT
ajis02-2541	412	32	m.	m.	NOUN
ajis02-2541	412	33	(	(	PUNCT
ajis02-2541	412	34	2017	2017	NUM
ajis02-2541	412	35	)	)	PUNCT
ajis02-2541	412	36	.	.	PUNCT
ajis02-2541	413	1	the	the	DET
ajis02-2541	413	2	importance	importance	NOUN
ajis02-2541	413	3	of	of	ADP
ajis02-2541	413	4	a	a	DET
ajis02-2541	413	5	“	"	PUNCT
ajis02-2541	413	6	data	data	NOUN
ajis02-2541	413	7	integration	integration	NOUN
ajis02-2541	413	8	first	first	ADJ
ajis02-2541	413	9	”	"	PUNCT
ajis02-2541	413	10	strategy	strategy	NOUN
ajis02-2541	413	11	.	.	PUNCT
ajis02-2541	414	1	retrieved	retrieve	VERB
ajis02-2541	414	2	may	may	AUX
ajis02-2541	414	3	15	15	NUM
ajis02-2541	414	4	,	,	PUNCT
ajis02-2541	414	5	2019	2019	NUM
ajis02-2541	414	6	,	,	PUNCT
ajis02-2541	414	7	from	from	ADP
ajis02-2541	414	8	https://www.dqglobal.com/2017/07/25/importance-data-integration/	https://www.dqglobal.com/2017/07/25/importance-data-integration/	PROPN
ajis02-2541	414	9	foote	foote	PROPN
ajis02-2541	414	10	,	,	PUNCT
ajis02-2541	414	11	k.	k.	PROPN
ajis02-2541	414	12	d.	d.	PROPN
ajis02-2541	414	13	(	(	PUNCT
ajis02-2541	414	14	2019a	2019a	NUM
ajis02-2541	414	15	)	)	PUNCT
ajis02-2541	414	16	.	.	PUNCT
ajis02-2541	415	1	a	a	DET
ajis02-2541	415	2	brief	brief	ADJ
ajis02-2541	415	3	history	history	NOUN
ajis02-2541	415	4	of	of	ADP
ajis02-2541	415	5	master	master	PROPN
ajis02-2541	415	6	data	data	PROPN
ajis02-2541	415	7	.	.	PUNCT
ajis02-2541	416	1	retrieved	retrieve	VERB
ajis02-2541	416	2	may	may	AUX
ajis02-2541	416	3	12	12	NUM
ajis02-2541	416	4	,	,	PUNCT
ajis02-2541	416	5	2019	2019	NUM
ajis02-2541	416	6	,	,	PUNCT
ajis02-2541	416	7	from	from	ADP
ajis02-2541	416	8	https://www.dataversity.net/a-brief-history-of-master-data/	https://www.dataversity.net/a-brief-history-of-master-data/	PROPN
ajis02-2541	416	9	foote	foote	PROPN
ajis02-2541	416	10	,	,	PUNCT
ajis02-2541	416	11	k.	k.	PROPN
ajis02-2541	416	12	d.	d.	PROPN
ajis02-2541	416	13	(	(	PUNCT
ajis02-2541	416	14	2019b	2019b	NUM
ajis02-2541	416	15	)	)	PUNCT
ajis02-2541	416	16	.	.	PUNCT
ajis02-2541	417	1	data	datum	NOUN
ajis02-2541	417	2	modeling	modeling	NOUN
ajis02-2541	417	3	in	in	ADP
ajis02-2541	417	4	an	an	DET
ajis02-2541	417	5	agile	agile	ADJ
ajis02-2541	417	6	world	world	NOUN
ajis02-2541	417	7	.	.	PUNCT
ajis02-2541	418	1	retrieved	retrieve	VERB
ajis02-2541	418	2	may	may	AUX
ajis02-2541	418	3	15	15	NUM
ajis02-2541	418	4	,	,	PUNCT
ajis02-2541	418	5	2019	2019	NUM
ajis02-2541	418	6	,	,	PUNCT
ajis02-2541	418	7	from	from	ADP
ajis02-2541	418	8	https://www.dataversity.net/data-modeling-in-an-agile-world/	https://www.dataversity.net/data-modeling-in-an-agile-world/	PROPN
ajis02-2541	418	9	franklin	franklin	PROPN
ajis02-2541	418	10	,	,	PUNCT
ajis02-2541	418	11	m.	m.	NOUN
ajis02-2541	418	12	,	,	PUNCT
ajis02-2541	418	13	halevy	halevy	NOUN
ajis02-2541	418	14	,	,	PUNCT
ajis02-2541	418	15	a.	a.	PROPN
ajis02-2541	418	16	,	,	PUNCT
ajis02-2541	418	17	&	&	CCONJ
ajis02-2541	418	18	maier	maier	PROPN
ajis02-2541	418	19	,	,	PUNCT
ajis02-2541	418	20	d.	d.	PROPN
ajis02-2541	418	21	(	(	PUNCT
ajis02-2541	418	22	2005	2005	NUM
ajis02-2541	418	23	)	)	PUNCT
ajis02-2541	418	24	.	.	PUNCT
ajis02-2541	419	1	from	from	ADP
ajis02-2541	419	2	databases	database	NOUN
ajis02-2541	419	3	to	to	ADP
ajis02-2541	419	4	dataspaces	dataspace	NOUN
ajis02-2541	419	5	:	:	PUNCT
ajis02-2541	419	6	a	a	DET
ajis02-2541	419	7	new	new	ADJ
ajis02-2541	419	8	abstraction	abstraction	NOUN
ajis02-2541	419	9	for	for	ADP
ajis02-2541	419	10	information	information	NOUN
ajis02-2541	419	11	management	management	NOUN
ajis02-2541	419	12	.	.	PUNCT
ajis02-2541	420	1	sigmod	sigmod	PROPN
ajis02-2541	420	2	record	record	PROPN
ajis02-2541	420	3	,	,	PUNCT
ajis02-2541	420	4	34(4	34(4	NUM
ajis02-2541	420	5	)	)	PUNCT
ajis02-2541	420	6	,	,	PUNCT
ajis02-2541	420	7	27–33	27–33	PROPN
ajis02-2541	420	8	.	.	PROPN
ajis02-2541	420	9	https://doi.org/10.1145/1107499.1107502	https://doi.org/10.1145/1107499.1107502	PROPN
ajis02-2541	421	1	ghosh	ghosh	PROPN
ajis02-2541	421	2	,	,	PUNCT
ajis02-2541	421	3	p.	p.	NOUN
ajis02-2541	421	4	(	(	PUNCT
ajis02-2541	421	5	2019	2019	NUM
ajis02-2541	421	6	)	)	PUNCT
ajis02-2541	421	7	.	.	PUNCT
ajis02-2541	422	1	data	datum	NOUN
ajis02-2541	422	2	governance	governance	NOUN
ajis02-2541	422	3	and	and	CCONJ
ajis02-2541	422	4	data	datum	NOUN
ajis02-2541	422	5	quality	quality	NOUN
ajis02-2541	422	6	use	use	NOUN
ajis02-2541	422	7	cases	case	NOUN
ajis02-2541	422	8	.	.	PUNCT
ajis02-2541	423	1	retrieved	retrieve	VERB
ajis02-2541	423	2	may	may	AUX
ajis02-2541	423	3	12	12	NUM
ajis02-2541	423	4	,	,	PUNCT
ajis02-2541	423	5	2019	2019	NUM
ajis02-2541	423	6	,	,	PUNCT
ajis02-2541	423	7	from	from	ADP
ajis02-2541	423	8	https://www.dataversity.net/data-governance-and-data-quality-use-cases/	https://www.dataversity.net/data-governance-and-data-quality-use-cases/	PROPN
ajis02-2541	423	9	griffin	griffin	NOUN
ajis02-2541	423	10	,	,	PUNCT
ajis02-2541	423	11	j.	j.	PROPN
ajis02-2541	423	12	(	(	PUNCT
ajis02-2541	423	13	2005	2005	NUM
ajis02-2541	423	14	)	)	PUNCT
ajis02-2541	423	15	.	.	PUNCT
ajis02-2541	424	1	data	datum	NOUN
ajis02-2541	424	2	governance	governance	NOUN
ajis02-2541	424	3	:	:	PUNCT
ajis02-2541	424	4	a	a	DET
ajis02-2541	424	5	strategy	strategy	NOUN
ajis02-2541	424	6	for	for	ADP
ajis02-2541	424	7	success	success	NOUN
ajis02-2541	424	8	.	.	PUNCT
ajis02-2541	425	1	dm	dm	PROPN
ajis02-2541	425	2	review	review	NOUN
ajis02-2541	425	3	,	,	PUNCT
ajis02-2541	425	4	15(8	15(8	NUM
ajis02-2541	425	5	)	)	PUNCT
ajis02-2541	425	6	,	,	PUNCT
ajis02-2541	425	7	15	15	NUM
ajis02-2541	425	8	,	,	PUNCT
ajis02-2541	425	9	70	70	NUM
ajis02-2541	425	10	.	.	PUNCT
ajis02-2541	426	1	grolinger	grolinger	PROPN
ajis02-2541	426	2	,	,	PUNCT
ajis02-2541	426	3	k.	k.	PROPN
ajis02-2541	426	4	,	,	PUNCT
ajis02-2541	426	5	higashino	higashino	PROPN
ajis02-2541	426	6	,	,	PUNCT
ajis02-2541	426	7	w.	w.	PROPN
ajis02-2541	426	8	a.	a.	PROPN
ajis02-2541	426	9	,	,	PUNCT
ajis02-2541	426	10	tiwari	tiwari	PROPN
ajis02-2541	426	11	,	,	PUNCT
ajis02-2541	426	12	a.	a.	PROPN
ajis02-2541	426	13	,	,	PUNCT
ajis02-2541	426	14	&	&	CCONJ
ajis02-2541	426	15	capretz	capretz	PROPN
ajis02-2541	426	16	,	,	PUNCT
ajis02-2541	426	17	m.	m.	NOUN
ajis02-2541	426	18	a.	a.	NOUN
ajis02-2541	426	19	m.	m.	NOUN
ajis02-2541	426	20	(	(	PUNCT
ajis02-2541	426	21	2013	2013	NUM
ajis02-2541	426	22	)	)	PUNCT
ajis02-2541	426	23	.	.	PUNCT
ajis02-2541	427	1	data	datum	NOUN
ajis02-2541	427	2	management	management	NOUN
ajis02-2541	427	3	in	in	ADP
ajis02-2541	427	4	cloud	cloud	ADJ
ajis02-2541	427	5	environments	environment	NOUN
ajis02-2541	427	6	 	 	SPACE
ajis02-2541	427	7	:	:	PUNCT
ajis02-2541	427	8	nosql	nosql	ADJ
ajis02-2541	427	9	and	and	CCONJ
ajis02-2541	427	10	newsql	newsql	ADJ
ajis02-2541	427	11	data	datum	NOUN
ajis02-2541	427	12	stores	store	NOUN
ajis02-2541	427	13	.	.	PUNCT
ajis02-2541	428	1	journal	journal	PROPN
ajis02-2541	428	2	of	of	ADP
ajis02-2541	428	3	cloud	cloud	PROPN
ajis02-2541	428	4	computing	computing	NOUN
ajis02-2541	428	5	.	.	PUNCT
ajis02-2541	429	1	https://doi.org/https://doi.org/10.1186/2192-113x-2-22	https://doi.org/https://doi.org/10.1186/2192-113x-2-22	PROPN
ajis02-2541	429	2	hendler	hendler	NOUN
ajis02-2541	429	3	,	,	PUNCT
ajis02-2541	429	4	j.	j.	PROPN
ajis02-2541	429	5	(	(	PUNCT
ajis02-2541	429	6	2009	2009	NUM
ajis02-2541	429	7	)	)	PUNCT
ajis02-2541	429	8	.	.	PUNCT
ajis02-2541	430	1	web	web	NOUN
ajis02-2541	430	2	3.0	3.0	NUM
ajis02-2541	430	3	emerging	emerge	VERB
ajis02-2541	430	4	.	.	PUNCT
ajis02-2541	431	1	ieee	ieee	NOUN
ajis02-2541	431	2	computer	computer	NOUN
ajis02-2541	431	3	society	society	NOUN
ajis02-2541	431	4	,	,	PUNCT
ajis02-2541	431	5	42(january	42(january	NUM
ajis02-2541	431	6	)	)	PUNCT
ajis02-2541	431	7	,	,	PUNCT
ajis02-2541	431	8	111–113	111–113	NUM
ajis02-2541	431	9	.	.	PUNCT
ajis02-2541	432	1	huber	huber	PROPN
ajis02-2541	432	2	,	,	PUNCT
ajis02-2541	432	3	g.	g.	PROPN
ajis02-2541	432	4	p.	p.	PROPN
ajis02-2541	432	5	.	.	PUNCT
ajis02-2541	433	1	,	,	PUNCT
ajis02-2541	433	2	&	&	CCONJ
ajis02-2541	433	3	power	power	NOUN
ajis02-2541	433	4	,	,	PUNCT
ajis02-2541	433	5	d.	d.	PROPN
ajis02-2541	433	6	j.	j.	PROPN
ajis02-2541	434	1	.	.	PUNCT
ajis02-2541	435	1	(	(	PUNCT
ajis02-2541	435	2	1985	1985	NUM
ajis02-2541	435	3	)	)	PUNCT
ajis02-2541	435	4	.	.	PUNCT
ajis02-2541	436	1	retrospective	retrospective	ADJ
ajis02-2541	436	2	reports	report	NOUN
ajis02-2541	436	3	of	of	ADP
ajis02-2541	436	4	strategic	strategic	ADJ
ajis02-2541	436	5	-	-	PUNCT
ajis02-2541	436	6	level	level	NOUN
ajis02-2541	436	7	managers	manager	NOUN
ajis02-2541	436	8	 	 	SPACE
ajis02-2541	436	9	:	:	PUNCT
ajis02-2541	436	10	guidelines	guideline	NOUN
ajis02-2541	436	11	for	for	ADP
ajis02-2541	436	12	increasing	increase	VERB
ajis02-2541	436	13	their	their	PRON
ajis02-2541	436	14	accuracy	accuracy	NOUN
ajis02-2541	436	15	.	.	PUNCT
ajis02-2541	437	1	strategic	strategic	ADJ
ajis02-2541	437	2	management	management	NOUN
ajis02-2541	437	3	journal	journal	NOUN
ajis02-2541	437	4	,	,	PUNCT
ajis02-2541	437	5	6(2	6(2	NUM
ajis02-2541	437	6	)	)	PUNCT
ajis02-2541	437	7	,	,	PUNCT
ajis02-2541	437	8	171–180	171–180	NUM
ajis02-2541	437	9	.	.	PUNCT
ajis02-2541	438	1	kambatla	kambatla	PROPN
ajis02-2541	438	2	,	,	PUNCT
ajis02-2541	438	3	k.	k.	PROPN
ajis02-2541	438	4	,	,	PUNCT
ajis02-2541	438	5	kollias	kollias	PROPN
ajis02-2541	438	6	,	,	PUNCT
ajis02-2541	438	7	g.	g.	PROPN
ajis02-2541	438	8	,	,	PUNCT
ajis02-2541	438	9	kumar	kumar	PROPN
ajis02-2541	438	10	,	,	PUNCT
ajis02-2541	438	11	v.	v.	PROPN
ajis02-2541	438	12	,	,	PUNCT
ajis02-2541	438	13	&	&	CCONJ
ajis02-2541	438	14	grama	grama	PROPN
ajis02-2541	438	15	,	,	PUNCT
ajis02-2541	438	16	a.	a.	NOUN
ajis02-2541	438	17	(	(	PUNCT
ajis02-2541	438	18	2014	2014	NUM
ajis02-2541	438	19	)	)	PUNCT
ajis02-2541	438	20	.	.	PUNCT
ajis02-2541	439	1	trends	trend	NOUN
ajis02-2541	439	2	in	in	ADP
ajis02-2541	439	3	big	big	ADJ
ajis02-2541	439	4	data	datum	NOUN
ajis02-2541	439	5	analytics	analytic	NOUN
ajis02-2541	439	6	.	.	PUNCT
ajis02-2541	440	1	journal	journal	PROPN
ajis02-2541	440	2	of	of	ADP
ajis02-2541	440	3	parallel	parallel	ADJ
ajis02-2541	440	4	and	and	CCONJ
ajis02-2541	440	5	distributed	distributed	ADJ
ajis02-2541	440	6	computing	computing	NOUN
ajis02-2541	440	7	,	,	PUNCT
ajis02-2541	440	8	74(7	74(7	NOUN
ajis02-2541	440	9	)	)	PUNCT
ajis02-2541	440	10	,	,	PUNCT
ajis02-2541	440	11	2561–2573	2561–2573	NUM
ajis02-2541	440	12	.	.	PUNCT
ajis02-2541	441	1	https://doi.org/10.1016/j.jpdc.2014.01.003	https://doi.org/10.1016/j.jpdc.2014.01.003	PROPN
ajis02-2541	441	2	kaur	kaur	PROPN
ajis02-2541	441	3	,	,	PUNCT
ajis02-2541	441	4	k.	k.	PROPN
ajis02-2541	441	5	,	,	PUNCT
ajis02-2541	441	6	&	&	CCONJ
ajis02-2541	441	7	sachdeva	sachdeva	PROPN
ajis02-2541	441	8	,	,	PUNCT
ajis02-2541	441	9	m.	m.	NOUN
ajis02-2541	441	10	(	(	PUNCT
ajis02-2541	441	11	2017	2017	NUM
ajis02-2541	441	12	)	)	PUNCT
ajis02-2541	441	13	.	.	PUNCT
ajis02-2541	442	1	performance	performance	NOUN
ajis02-2541	442	2	evaluation	evaluation	NOUN
ajis02-2541	442	3	of	of	ADP
ajis02-2541	442	4	newsql	newsql	ADJ
ajis02-2541	442	5	databases	database	NOUN
ajis02-2541	442	6	.	.	PUNCT
ajis02-2541	443	1	in	in	ADP
ajis02-2541	443	2	international	international	ADJ
ajis02-2541	443	3	conference	conference	NOUN
ajis02-2541	443	4	on	on	ADP
ajis02-2541	443	5	inventive	inventive	ADJ
ajis02-2541	443	6	systems	system	NOUN
ajis02-2541	443	7	and	and	CCONJ
ajis02-2541	443	8	control	control	NOUN
ajis02-2541	443	9	(	(	PUNCT
ajis02-2541	443	10	pp	pp	ADJ
ajis02-2541	443	11	.	.	PUNCT
ajis02-2541	444	1	1–5	1–5	NUM
ajis02-2541	444	2	)	)	PUNCT
ajis02-2541	444	3	.	.	PUNCT
ajis02-2541	445	1	https://doi.org/10.1109/icisc.2017.8068585	https://doi.org/10.1109/icisc.2017.8068585	PROPN
ajis02-2541	445	2	khatri	khatri	PROPN
ajis02-2541	445	3	,	,	PUNCT
ajis02-2541	445	4	v.	v.	PROPN
ajis02-2541	445	5	,	,	PUNCT
ajis02-2541	445	6	&	&	CCONJ
ajis02-2541	445	7	brown	brown	PROPN
ajis02-2541	445	8	,	,	PUNCT
ajis02-2541	445	9	c.	c.	PROPN
ajis02-2541	445	10	v.	v.	PROPN
ajis02-2541	445	11	(	(	PUNCT
ajis02-2541	445	12	2010	2010	NUM
ajis02-2541	445	13	)	)	PUNCT
ajis02-2541	445	14	.	.	PUNCT
ajis02-2541	446	1	designing	design	VERB
ajis02-2541	446	2	data	datum	NOUN
ajis02-2541	446	3	governance	governance	NOUN
ajis02-2541	446	4	.	.	PUNCT
ajis02-2541	447	1	communications	communication	NOUN
ajis02-2541	447	2	of	of	ADP
ajis02-2541	447	3	the	the	DET
ajis02-2541	447	4	acm	acm	PROPN
ajis02-2541	447	5	,	,	PUNCT
ajis02-2541	447	6	53(1	53(1	NOUN
ajis02-2541	447	7	)	)	PUNCT
ajis02-2541	447	8	.	.	PUNCT
ajis02-2541	448	1	https://doi.org/10.1145/1629175.1629210	https://doi.org/10.1145/1629175.1629210	PROPN
ajis02-2541	448	2	kooper	kooper	PROPN
ajis02-2541	448	3	,	,	PUNCT
ajis02-2541	448	4	m.	m.	NOUN
ajis02-2541	448	5	,	,	PUNCT
ajis02-2541	448	6	maes	maes	PROPN
ajis02-2541	448	7	,	,	PUNCT
ajis02-2541	448	8	r.	r.	PROPN
ajis02-2541	448	9	,	,	PUNCT
ajis02-2541	448	10	&	&	CCONJ
ajis02-2541	448	11	lindgreen	lindgreen	PROPN
ajis02-2541	448	12	,	,	PUNCT
ajis02-2541	448	13	r.	r.	PROPN
ajis02-2541	448	14	e.	e.	PROPN
ajis02-2541	448	15	(	(	PUNCT
ajis02-2541	448	16	2011	2011	NUM
ajis02-2541	448	17	)	)	PUNCT
ajis02-2541	448	18	.	.	PUNCT
ajis02-2541	449	1	information	information	NOUN
ajis02-2541	449	2	governance	governance	NOUN
ajis02-2541	449	3	as	as	ADP
ajis02-2541	449	4	a	a	DET
ajis02-2541	449	5	holistic	holistic	ADJ
ajis02-2541	449	6	approach	approach	NOUN
ajis02-2541	449	7	to	to	ADP
ajis02-2541	449	8	managing	manage	VERB
ajis02-2541	449	9	and	and	CCONJ
ajis02-2541	449	10	leveraging	leverage	VERB
ajis02-2541	449	11	information	information	NOUN
ajis02-2541	449	12	prepared	prepare	VERB
ajis02-2541	449	13	for	for	ADP
ajis02-2541	449	14	ibm	ibm	PROPN
ajis02-2541	449	15	corporation	corporation	NOUN
ajis02-2541	449	16	.	.	PUNCT
ajis02-2541	450	1	international	international	ADJ
ajis02-2541	450	2	journal	journal	PROPN
ajis02-2541	450	3	of	of	ADP
ajis02-2541	450	4	information	information	NOUN
ajis02-2541	450	5	management	management	NOUN
ajis02-2541	450	6	,	,	PUNCT
ajis02-2541	450	7	31	31	NUM
ajis02-2541	450	8	.	.	PUNCT
ajis02-2541	451	1	korhonen	korhonen	PROPN
ajis02-2541	451	2	,	,	PUNCT
ajis02-2541	451	3	j.	j.	PROPN
ajis02-2541	451	4	j.	j.	PROPN
ajis02-2541	451	5	,	,	PUNCT
ajis02-2541	451	6	melleri	melleri	PROPN
ajis02-2541	451	7	,	,	PUNCT
ajis02-2541	451	8	i.	i.	PROPN
ajis02-2541	451	9	,	,	PUNCT
ajis02-2541	451	10	hiekkanen	hiekkanen	PROPN
ajis02-2541	451	11	,	,	PUNCT
ajis02-2541	451	12	k.	k.	PROPN
ajis02-2541	451	13	,	,	PUNCT
ajis02-2541	451	14	&	&	CCONJ
ajis02-2541	451	15	helenius	helenius	PROPN
ajis02-2541	451	16	,	,	PUNCT
ajis02-2541	451	17	m.	m.	NOUN
ajis02-2541	451	18	(	(	PUNCT
ajis02-2541	451	19	2013	2013	NUM
ajis02-2541	451	20	)	)	PUNCT
ajis02-2541	451	21	.	.	PUNCT
ajis02-2541	452	1	designing	design	VERB
ajis02-2541	452	2	data	datum	NOUN
ajis02-2541	452	3	governance	governance	NOUN
ajis02-2541	452	4	structure	structure	NOUN
ajis02-2541	452	5	 	 	SPACE
ajis02-2541	452	6	:	:	PUNCT
ajis02-2541	452	7	an	an	DET
ajis02-2541	452	8	organizational	organizational	ADJ
ajis02-2541	452	9	perspective	perspective	NOUN
ajis02-2541	452	10	.	.	PUNCT
ajis02-2541	453	1	gstf	gstf	PROPN
ajis02-2541	453	2	journal	journal	PROPN
ajis02-2541	453	3	on	on	ADP
ajis02-2541	453	4	computing	computing	NOUN
ajis02-2541	453	5	,	,	PUNCT
ajis02-2541	453	6	2(4	2(4	NUM
ajis02-2541	453	7	)	)	PUNCT
ajis02-2541	453	8	,	,	PUNCT
ajis02-2541	453	9	11–17	11–17	NUM
ajis02-2541	453	10	.	.	PUNCT
ajis02-2541	454	1	https://doi.org/10.5176/2251-3043	https://doi.org/10.5176/2251-3043	PROPN
ajis02-2541	454	2	lawton	lawton	PROPN
ajis02-2541	454	3	,	,	PUNCT
ajis02-2541	454	4	g.	g.	PROPN
ajis02-2541	454	5	(	(	PUNCT
ajis02-2541	454	6	2019	2019	NUM
ajis02-2541	454	7	)	)	PUNCT
ajis02-2541	454	8	.	.	PUNCT
ajis02-2541	455	1	7	7	NUM
ajis02-2541	455	2	enterprise	enterprise	NOUN
ajis02-2541	455	3	use	use	NOUN
ajis02-2541	455	4	cases	case	NOUN
ajis02-2541	455	5	for	for	ADP
ajis02-2541	455	6	real	real	ADJ
ajis02-2541	455	7	-	-	PUNCT
ajis02-2541	455	8	time	time	NOUN
ajis02-2541	455	9	streaming	streaming	NOUN
ajis02-2541	455	10	analytics	analytic	NOUN
ajis02-2541	455	11	.	.	PUNCT
ajis02-2541	456	1	retrieved	retrieve	VERB
ajis02-2541	456	2	may	may	AUX
ajis02-2541	456	3	20	20	NUM
ajis02-2541	456	4	,	,	PUNCT
ajis02-2541	456	5	2019	2019	NUM
ajis02-2541	456	6	,	,	PUNCT
ajis02-2541	456	7	from	from	ADP
ajis02-2541	456	8	https://searchbusinessanalytics.techtarget.com/feature/7-enterprise-use-cases-forreal-time-streaming-analytics	https://searchbusinessanalytics.techtarget.com/feature/7-enterprise-use-cases-forreal-time-streaming-analytic	NOUN
ajis02-2541	456	9	lim	lim	PROPN
ajis02-2541	456	10	,	,	PUNCT
ajis02-2541	456	11	c.	c.	PROPN
ajis02-2541	456	12	,	,	PUNCT
ajis02-2541	456	13	kim	kim	PROPN
ajis02-2541	456	14	,	,	PUNCT
ajis02-2541	456	15	k.	k.	PROPN
ajis02-2541	456	16	,	,	PUNCT
ajis02-2541	456	17	kim	kim	PROPN
ajis02-2541	456	18	,	,	PUNCT
ajis02-2541	456	19	m.	m.	NOUN
ajis02-2541	456	20	,	,	PUNCT
ajis02-2541	456	21	heo	heo	PROPN
ajis02-2541	456	22	,	,	PUNCT
ajis02-2541	456	23	j.	j.	PROPN
ajis02-2541	456	24	,	,	PUNCT
ajis02-2541	456	25	kim	kim	PROPN
ajis02-2541	456	26	,	,	PUNCT
ajis02-2541	456	27	k.	k.	PROPN
ajis02-2541	456	28	,	,	PUNCT
ajis02-2541	456	29	&	&	CCONJ
ajis02-2541	456	30	maglio	maglio	PROPN
ajis02-2541	456	31	,	,	PUNCT
ajis02-2541	456	32	p.	p.	NOUN
ajis02-2541	456	33	p.	p.	NOUN
ajis02-2541	457	1	(	(	PUNCT
ajis02-2541	457	2	2018	2018	NUM
ajis02-2541	457	3	)	)	PUNCT
ajis02-2541	457	4	.	.	PUNCT
ajis02-2541	458	1	from	from	ADP
ajis02-2541	458	2	data	datum	NOUN
ajis02-2541	458	3	to	to	ADP
ajis02-2541	458	4	value	value	NOUN
ajis02-2541	458	5	 	 	SPACE
ajis02-2541	458	6	:	:	PUNCT
ajis02-2541	458	7	a	a	DET
ajis02-2541	458	8	ninefactor	ninefactor	NOUN
ajis02-2541	458	9	framework	framework	NOUN
ajis02-2541	458	10	for	for	ADP
ajis02-2541	458	11	data	data	NOUN
ajis02-2541	458	12	-	-	PUNCT
ajis02-2541	458	13	based	base	VERB
ajis02-2541	458	14	value	value	NOUN
ajis02-2541	458	15	creation	creation	NOUN
ajis02-2541	458	16	in	in	ADP
ajis02-2541	458	17	information	information	NOUN
ajis02-2541	458	18	-	-	PUNCT
ajis02-2541	458	19	intensive	intensive	ADJ
ajis02-2541	458	20	services	service	NOUN
ajis02-2541	458	21	.	.	PUNCT
ajis02-2541	459	1	australasian	australasian	ADJ
ajis02-2541	459	2	journal	journal	NOUN
ajis02-2541	459	3	of	of	ADP
ajis02-2541	459	4	information	information	NOUN
ajis02-2541	459	5	systems	system	NOUN
ajis02-2541	459	6	balakrishnan	balakrishnan	PROPN
ajis02-2541	459	7	,	,	PUNCT
ajis02-2541	459	8	das	das	PROPN
ajis02-2541	459	9	&	&	CCONJ
ajis02-2541	459	10	chattopadhyay	chattopadhyay	PROPN
ajis02-2541	459	11	2020	2020	NUM
ajis02-2541	459	12	,	,	PUNCT
ajis02-2541	459	13	vol	vol	NOUN
ajis02-2541	459	14	24	24	NUM
ajis02-2541	459	15	,	,	PUNCT
ajis02-2541	459	16	research	research	NOUN
ajis02-2541	459	17	article	article	NOUN
ajis02-2541	459	18	implementing	implement	VERB
ajis02-2541	459	19	data	datum	NOUN
ajis02-2541	459	20	strategy	strategy	NOUN
ajis02-2541	459	21	26	26	NUM
ajis02-2541	459	22	international	international	ADJ
ajis02-2541	459	23	journal	journal	NOUN
ajis02-2541	459	24	of	of	ADP
ajis02-2541	459	25	information	information	NOUN
ajis02-2541	459	26	management	management	NOUN
ajis02-2541	459	27	,	,	PUNCT
ajis02-2541	459	28	39(january	39(january	NUM
ajis02-2541	459	29	2017	2017	NUM
ajis02-2541	459	30	)	)	PUNCT
ajis02-2541	459	31	,	,	PUNCT
ajis02-2541	459	32	121–135	121–135	NUM
ajis02-2541	459	33	.	.	PUNCT
ajis02-2541	460	1	https://doi.org/10.1016/j.ijinfomgt.2017.12.007	https://doi.org/10.1016/j.ijinfomgt.2017.12.007	ADJ
ajis02-2541	460	2	link	link	NOUN
ajis02-2541	460	3	,	,	PUNCT
ajis02-2541	460	4	s.	s.	PROPN
ajis02-2541	460	5	,	,	PUNCT
ajis02-2541	460	6	&	&	CCONJ
ajis02-2541	460	7	prade	prade	PROPN
ajis02-2541	460	8	,	,	PUNCT
ajis02-2541	460	9	h.	h.	PROPN
ajis02-2541	460	10	(	(	PUNCT
ajis02-2541	460	11	2019	2019	NUM
ajis02-2541	460	12	)	)	PUNCT
ajis02-2541	460	13	.	.	PUNCT
ajis02-2541	461	1	relational	relational	ADJ
ajis02-2541	461	2	database	database	NOUN
ajis02-2541	461	3	schema	schema	NOUN
ajis02-2541	461	4	design	design	NOUN
ajis02-2541	461	5	for	for	ADP
ajis02-2541	461	6	uncertain	uncertain	ADJ
ajis02-2541	461	7	data	datum	NOUN
ajis02-2541	461	8	relational	relational	ADJ
ajis02-2541	461	9	database	database	NOUN
ajis02-2541	461	10	schema	schema	NOUN
ajis02-2541	461	11	design	design	NOUN
ajis02-2541	461	12	for	for	ADP
ajis02-2541	461	13	uncertain	uncertain	ADJ
ajis02-2541	461	14	data	datum	NOUN
ajis02-2541	461	15	$	$	SYM
ajis02-2541	461	16	.	.	PUNCT
ajis02-2541	462	1	information	information	NOUN
ajis02-2541	462	2	systems	system	NOUN
ajis02-2541	462	3	.	.	PUNCT
ajis02-2541	463	1	https://doi.org/10.1016/j.is.2019.04.003	https://doi.org/10.1016/j.is.2019.04.003	ADJ
ajis02-2541	463	2	lourenço	lourenço	PROPN
ajis02-2541	463	3	,	,	PUNCT
ajis02-2541	463	4	j.	j.	PROPN
ajis02-2541	463	5	r.	r.	PROPN
ajis02-2541	463	6	,	,	PUNCT
ajis02-2541	463	7	cabral	cabral	PROPN
ajis02-2541	463	8	,	,	PUNCT
ajis02-2541	463	9	b.	b.	PROPN
ajis02-2541	463	10	,	,	PUNCT
ajis02-2541	463	11	carreiro	carreiro	PROPN
ajis02-2541	463	12	,	,	PUNCT
ajis02-2541	463	13	p.	p.	PROPN
ajis02-2541	463	14	,	,	PUNCT
ajis02-2541	463	15	vieira	vieira	PROPN
ajis02-2541	463	16	,	,	PUNCT
ajis02-2541	463	17	m.	m.	NOUN
ajis02-2541	463	18	,	,	PUNCT
ajis02-2541	463	19	&	&	CCONJ
ajis02-2541	463	20	bernardino	bernardino	PROPN
ajis02-2541	463	21	,	,	PUNCT
ajis02-2541	463	22	j.	j.	PROPN
ajis02-2541	463	23	(	(	PUNCT
ajis02-2541	463	24	2015	2015	NUM
ajis02-2541	463	25	)	)	PUNCT
ajis02-2541	463	26	.	.	PUNCT
ajis02-2541	464	1	choosing	choose	VERB
ajis02-2541	464	2	the	the	DET
ajis02-2541	464	3	right	right	ADJ
ajis02-2541	464	4	nosql	nosql	ADJ
ajis02-2541	464	5	database	database	NOUN
ajis02-2541	464	6	for	for	ADP
ajis02-2541	464	7	the	the	DET
ajis02-2541	464	8	job	job	NOUN
ajis02-2541	464	9	:	:	PUNCT
ajis02-2541	464	10	a	a	DET
ajis02-2541	464	11	quality	quality	NOUN
ajis02-2541	464	12	attribute	attribute	NOUN
ajis02-2541	464	13	evaluation	evaluation	NOUN
ajis02-2541	464	14	.	.	PUNCT
ajis02-2541	465	1	journal	journal	NOUN
ajis02-2541	465	2	of	of	ADP
ajis02-2541	465	3	big	big	ADJ
ajis02-2541	465	4	data	datum	NOUN
ajis02-2541	465	5	,	,	PUNCT
ajis02-2541	465	6	2(1	2(1	NUM
ajis02-2541	465	7	)	)	PUNCT
ajis02-2541	465	8	,	,	PUNCT
ajis02-2541	465	9	1–26	1–26	NOUN
ajis02-2541	465	10	.	.	PUNCT
ajis02-2541	466	1	https://doi.org/10.1186/s40537-015-0025-0	https://doi.org/10.1186/s40537-015-0025-0	NUM
ajis02-2541	466	2	manyika	manyika	INTJ
ajis02-2541	466	3	,	,	PUNCT
ajis02-2541	466	4	j.	j.	PROPN
ajis02-2541	466	5	,	,	PUNCT
ajis02-2541	466	6	chui	chui	PROPN
ajis02-2541	466	7	,	,	PUNCT
ajis02-2541	466	8	m.	m.	NOUN
ajis02-2541	466	9	,	,	PUNCT
ajis02-2541	466	10	brown	brown	PROPN
ajis02-2541	466	11	,	,	PUNCT
ajis02-2541	466	12	b.	b.	PROPN
ajis02-2541	466	13	,	,	PUNCT
ajis02-2541	466	14	bughin	bughin	PROPN
ajis02-2541	466	15	,	,	PUNCT
ajis02-2541	466	16	j.	j.	PROPN
ajis02-2541	466	17	,	,	PUNCT
ajis02-2541	466	18	dobbs	dobbs	PROPN
ajis02-2541	466	19	,	,	PUNCT
ajis02-2541	466	20	r.	r.	PROPN
ajis02-2541	466	21	,	,	PUNCT
ajis02-2541	466	22	roxburgh	roxburgh	PROPN
ajis02-2541	466	23	,	,	PUNCT
ajis02-2541	466	24	c.	c.	PROPN
ajis02-2541	466	25	,	,	PUNCT
ajis02-2541	466	26	&	&	CCONJ
ajis02-2541	466	27	byers	byer	NOUN
ajis02-2541	466	28	,	,	PUNCT
ajis02-2541	466	29	a.	a.	PROPN
ajis02-2541	466	30	h.	h.	PROPN
ajis02-2541	466	31	(	(	PUNCT
ajis02-2541	466	32	2011	2011	NUM
ajis02-2541	466	33	)	)	PUNCT
ajis02-2541	466	34	.	.	PUNCT
ajis02-2541	467	1	big	big	ADJ
ajis02-2541	467	2	data	datum	NOUN
ajis02-2541	467	3	:	:	PUNCT
ajis02-2541	467	4	the	the	DET
ajis02-2541	467	5	next	next	ADJ
ajis02-2541	467	6	frontier	frontier	NOUN
ajis02-2541	467	7	for	for	ADP
ajis02-2541	467	8	innovation	innovation	NOUN
ajis02-2541	467	9	,	,	PUNCT
ajis02-2541	467	10	competition	competition	NOUN
ajis02-2541	467	11	,	,	PUNCT
ajis02-2541	467	12	and	and	CCONJ
ajis02-2541	467	13	productivity	productivity	NOUN
ajis02-2541	467	14	.	.	PUNCT
ajis02-2541	468	1	mckinsey	mckinsey	PROPN
ajis02-2541	468	2	global	global	PROPN
ajis02-2541	468	3	institute	institute	PROPN
ajis02-2541	468	4	,	,	PUNCT
ajis02-2541	468	5	(	(	PUNCT
ajis02-2541	468	6	may	may	PROPN
ajis02-2541	468	7	)	)	PUNCT
ajis02-2541	468	8	.	.	PUNCT
ajis02-2541	469	1	marco	marco	PROPN
ajis02-2541	469	2	,	,	PUNCT
ajis02-2541	469	3	d.	d.	PROPN
ajis02-2541	469	4	(	(	PUNCT
ajis02-2541	469	5	2006	2006	NUM
ajis02-2541	469	6	)	)	PUNCT
ajis02-2541	469	7	.	.	PUNCT
ajis02-2541	470	1	understanding	understand	VERB
ajis02-2541	470	2	data	datum	NOUN
ajis02-2541	470	3	governance	governance	NOUN
ajis02-2541	470	4	and	and	CCONJ
ajis02-2541	470	5	stewardship	stewardship	NOUN
ajis02-2541	470	6	,	,	PUNCT
ajis02-2541	470	7	part	part	NOUN
ajis02-2541	470	8	1	1	NUM
ajis02-2541	470	9	.	.	PUNCT
ajis02-2541	470	10	dm	dm	NOUN
ajis02-2541	470	11	review	review	NOUN
ajis02-2541	470	12	,	,	PUNCT
ajis02-2541	470	13	16(9	16(9	NUM
ajis02-2541	470	14	)	)	PUNCT
ajis02-2541	470	15	,	,	PUNCT
ajis02-2541	470	16	28	28	NUM
ajis02-2541	470	17	.	.	NUM
ajis02-2541	470	18	mazzei	mazzei	PROPN
ajis02-2541	470	19	,	,	PUNCT
ajis02-2541	470	20	m.	m.	NOUN
ajis02-2541	470	21	j.	j.	PROPN
ajis02-2541	470	22	,	,	PUNCT
ajis02-2541	470	23	&	&	CCONJ
ajis02-2541	470	24	noble	noble	PROPN
ajis02-2541	470	25	,	,	PUNCT
ajis02-2541	470	26	d.	d.	PROPN
ajis02-2541	470	27	(	(	PUNCT
ajis02-2541	470	28	2017	2017	NUM
ajis02-2541	470	29	)	)	PUNCT
ajis02-2541	470	30	.	.	PUNCT
ajis02-2541	471	1	big	big	ADJ
ajis02-2541	471	2	data	data	PROPN
ajis02-2541	471	3	dreams	dream	NOUN
ajis02-2541	471	4	 	 	SPACE
ajis02-2541	471	5	:	:	PUNCT
ajis02-2541	471	6	a	a	DET
ajis02-2541	471	7	framework	framework	NOUN
ajis02-2541	471	8	for	for	ADP
ajis02-2541	471	9	corporate	corporate	ADJ
ajis02-2541	471	10	strategy	strategy	NOUN
ajis02-2541	471	11	.	.	PUNCT
ajis02-2541	472	1	business	business	NOUN
ajis02-2541	472	2	horizons	horizon	NOUN
ajis02-2541	472	3	,	,	PUNCT
ajis02-2541	472	4	(	(	PUNCT
ajis02-2541	472	5	60	60	NUM
ajis02-2541	472	6	)	)	PUNCT
ajis02-2541	472	7	,	,	PUNCT
ajis02-2541	472	8	405–414	405–414	NUM
ajis02-2541	472	9	.	.	PUNCT
ajis02-2541	473	1	mcafee	mcafee	NOUN
ajis02-2541	473	2	.	.	PUNCT
ajis02-2541	474	1	(	(	PUNCT
ajis02-2541	474	2	2019	2019	NUM
ajis02-2541	474	3	)	)	PUNCT
ajis02-2541	474	4	.	.	PUNCT
ajis02-2541	475	1	overview	overview	NOUN
ajis02-2541	475	2	of	of	ADP
ajis02-2541	475	3	serbanes	serbane	NOUN
ajis02-2541	475	4	-	-	PUNCT
ajis02-2541	475	5	oxley	oxley	NOUN
ajis02-2541	475	6	.	.	PUNCT
ajis02-2541	476	1	retrieved	retrieve	VERB
ajis02-2541	476	2	may	may	AUX
ajis02-2541	476	3	20	20	NUM
ajis02-2541	476	4	,	,	PUNCT
ajis02-2541	476	5	2019	2019	NUM
ajis02-2541	476	6	,	,	PUNCT
ajis02-2541	476	7	from	from	ADP
ajis02-2541	476	8	https://www.skyhighnetworks.com/cloud-compliance/sarbanes-oxley-encryptioncompliance-requirements/	https://www.skyhighnetworks.com/cloud-compliance/sarbanes-oxley-encryptioncompliance-requirements/	NOUN
ajis02-2541	476	9	mirza	mirza	PROPN
ajis02-2541	476	10	,	,	PUNCT
ajis02-2541	476	11	h.	h.	PROPN
ajis02-2541	476	12	t.	t.	PROPN
ajis02-2541	476	13	,	,	PUNCT
ajis02-2541	476	14	chen	chen	PROPN
ajis02-2541	476	15	,	,	PUNCT
ajis02-2541	476	16	l.	l.	PROPN
ajis02-2541	476	17	,	,	PUNCT
ajis02-2541	476	18	&	&	CCONJ
ajis02-2541	476	19	chen	chen	PROPN
ajis02-2541	476	20	,	,	PUNCT
ajis02-2541	476	21	g.	g.	PROPN
ajis02-2541	476	22	(	(	PUNCT
ajis02-2541	476	23	2010	2010	NUM
ajis02-2541	476	24	)	)	PUNCT
ajis02-2541	476	25	.	.	PUNCT
ajis02-2541	477	1	practicability	practicability	NOUN
ajis02-2541	477	2	of	of	ADP
ajis02-2541	477	3	dataspace	dataspace	NOUN
ajis02-2541	477	4	systems	system	NOUN
ajis02-2541	477	5	.	.	PUNCT
ajis02-2541	478	1	international	international	ADJ
ajis02-2541	478	2	journal	journal	PROPN
ajis02-2541	478	3	of	of	ADP
ajis02-2541	478	4	digital	digital	ADJ
ajis02-2541	478	5	content	content	NOUN
ajis02-2541	478	6	technology	technology	NOUN
ajis02-2541	478	7	and	and	CCONJ
ajis02-2541	478	8	its	its	PRON
ajis02-2541	478	9	applications	application	NOUN
ajis02-2541	478	10	,	,	PUNCT
ajis02-2541	478	11	4(3	4(3	NUM
ajis02-2541	478	12	)	)	PUNCT
ajis02-2541	478	13	,	,	PUNCT
ajis02-2541	478	14	233–243	233–243	NUM
ajis02-2541	478	15	.	.	PUNCT
ajis02-2541	479	1	https://doi.org/10.4156/jdcta.vol4.issue3.23	https://doi.org/10.4156/jdcta.vol4.issue3.23	PROPN
ajis02-2541	479	2	mohan	mohan	PROPN
ajis02-2541	479	3	,	,	PUNCT
ajis02-2541	479	4	c.	c.	PROPN
ajis02-2541	479	5	(	(	PUNCT
ajis02-2541	479	6	2013	2013	NUM
ajis02-2541	479	7	)	)	PUNCT
ajis02-2541	479	8	.	.	PUNCT
ajis02-2541	480	1	history	history	NOUN
ajis02-2541	480	2	repeats	repeat	VERB
ajis02-2541	480	3	itself	itself	PRON
ajis02-2541	480	4	 	 	SPACE
ajis02-2541	480	5	:	:	PUNCT
ajis02-2541	480	6	sensible	sensible	ADJ
ajis02-2541	480	7	and	and	CCONJ
ajis02-2541	480	8	nonsensql	nonsensql	ADJ
ajis02-2541	480	9	aspects	aspect	NOUN
ajis02-2541	480	10	of	of	ADP
ajis02-2541	480	11	the	the	DET
ajis02-2541	480	12	nosql	nosql	ADJ
ajis02-2541	480	13	hoopla	hoopla	NOUN
ajis02-2541	480	14	.	.	PUNCT
ajis02-2541	481	1	ibm	ibm	PROPN
ajis02-2541	481	2	alamaden	alamaden	ADJ
ajis02-2541	481	3	research	research	NOUN
ajis02-2541	481	4	center	center	NOUN
ajis02-2541	481	5	,	,	PUNCT
ajis02-2541	481	6	11–16	11–16	NUM
ajis02-2541	481	7	.	.	PUNCT
ajis02-2541	482	1	newman	newman	PROPN
ajis02-2541	482	2	,	,	PUNCT
ajis02-2541	482	3	d.	d.	PROPN
ajis02-2541	482	4	,	,	PUNCT
ajis02-2541	482	5	&	&	CCONJ
ajis02-2541	482	6	logan	logan	PROPN
ajis02-2541	482	7	,	,	PUNCT
ajis02-2541	482	8	d.	d.	PROPN
ajis02-2541	482	9	(	(	PUNCT
ajis02-2541	482	10	2009	2009	NUM
ajis02-2541	482	11	)	)	PUNCT
ajis02-2541	482	12	.	.	PUNCT
ajis02-2541	483	1	governance	governance	NOUN
ajis02-2541	483	2	is	be	AUX
ajis02-2541	483	3	an	an	DET
ajis02-2541	483	4	essential	essential	ADJ
ajis02-2541	483	5	building	building	NOUN
ajis02-2541	483	6	block	block	NOUN
ajis02-2541	483	7	for	for	ADP
ajis02-2541	483	8	enterprise	enterprise	NOUN
ajis02-2541	483	9	information	information	NOUN
ajis02-2541	483	10	management	management	NOUN
ajis02-2541	483	11	.	.	PUNCT
ajis02-2541	484	1	gartner	gartner	PROPN
ajis02-2541	484	2	research	research	PROPN
ajis02-2541	484	3	,	,	PUNCT
ajis02-2541	484	4	(	(	PUNCT
ajis02-2541	484	5	may	may	PROPN
ajis02-2541	484	6	2006	2006	NUM
ajis02-2541	484	7	)	)	PUNCT
ajis02-2541	484	8	.	.	PUNCT
ajis02-2541	485	1	pääkkönen	pääkkönen	PROPN
ajis02-2541	485	2	,	,	PUNCT
ajis02-2541	485	3	p.	p.	PROPN
ajis02-2541	485	4	,	,	PUNCT
ajis02-2541	485	5	&	&	CCONJ
ajis02-2541	485	6	pakkala	pakkala	PROPN
ajis02-2541	485	7	,	,	PUNCT
ajis02-2541	485	8	d.	d.	PROPN
ajis02-2541	485	9	(	(	PUNCT
ajis02-2541	485	10	2015	2015	NUM
ajis02-2541	485	11	)	)	PUNCT
ajis02-2541	485	12	.	.	PUNCT
ajis02-2541	486	1	big	big	ADJ
ajis02-2541	486	2	data	data	PROPN
ajis02-2541	486	3	research	research	NOUN
ajis02-2541	486	4	reference	reference	NOUN
ajis02-2541	486	5	architecture	architecture	NOUN
ajis02-2541	486	6	and	and	CCONJ
ajis02-2541	486	7	classification	classification	NOUN
ajis02-2541	486	8	of	of	ADP
ajis02-2541	486	9	technologies	technology	NOUN
ajis02-2541	486	10	,	,	PUNCT
ajis02-2541	486	11	products	product	NOUN
ajis02-2541	486	12	and	and	CCONJ
ajis02-2541	486	13	services	service	NOUN
ajis02-2541	486	14	for	for	ADP
ajis02-2541	486	15	big	big	ADJ
ajis02-2541	486	16	data	datum	NOUN
ajis02-2541	486	17	systems	system	NOUN
ajis02-2541	486	18	.	.	PUNCT
ajis02-2541	487	1	big	big	ADJ
ajis02-2541	487	2	data	data	PROPN
ajis02-2541	487	3	research	research	NOUN
ajis02-2541	487	4	,	,	PUNCT
ajis02-2541	487	5	2(4	2(4	NUM
ajis02-2541	487	6	)	)	PUNCT
ajis02-2541	487	7	,	,	PUNCT
ajis02-2541	487	8	166–186	166–186	NUM
ajis02-2541	487	9	.	.	PUNCT
ajis02-2541	488	1	https://doi.org/10.1016/j.bdr.2015.01.001	https://doi.org/10.1016/j.bdr.2015.01.001	PROPN
ajis02-2541	488	2	patrizio	patrizio	PROPN
ajis02-2541	488	3	,	,	PUNCT
ajis02-2541	488	4	a.	a.	NOUN
ajis02-2541	488	5	(	(	PUNCT
ajis02-2541	488	6	2019	2019	NUM
ajis02-2541	488	7	)	)	PUNCT
ajis02-2541	488	8	.	.	PUNCT
ajis02-2541	489	1	what	what	PRON
ajis02-2541	489	2	is	be	AUX
ajis02-2541	489	3	data	data	NOUN
ajis02-2541	489	4	virtualization	virtualization	NOUN
ajis02-2541	489	5	?	?	PUNCT
ajis02-2541	490	1	retrieved	retrieve	VERB
ajis02-2541	490	2	may	may	AUX
ajis02-2541	490	3	20	20	NUM
ajis02-2541	490	4	,	,	PUNCT
ajis02-2541	490	5	2019	2019	NUM
ajis02-2541	490	6	,	,	PUNCT
ajis02-2541	490	7	from	from	ADP
ajis02-2541	490	8	https://www.datamation.com/big-data/what-is-data-virtualization.html	https://www.datamation.com/big-data/what-is-data-virtualization.html	PROPN
ajis02-2541	490	9	pavlo	pavlo	PROPN
ajis02-2541	490	10	,	,	PUNCT
ajis02-2541	490	11	a.	a.	NOUN
ajis02-2541	490	12	,	,	PUNCT
ajis02-2541	490	13	&	&	CCONJ
ajis02-2541	490	14	aslett	aslett	PROPN
ajis02-2541	490	15	,	,	PUNCT
ajis02-2541	490	16	m.	m.	NOUN
ajis02-2541	490	17	(	(	PUNCT
ajis02-2541	490	18	2016	2016	NUM
ajis02-2541	490	19	)	)	PUNCT
ajis02-2541	490	20	.	.	PUNCT
ajis02-2541	491	1	what	what	PRON
ajis02-2541	491	2	is	be	AUX
ajis02-2541	491	3	really	really	ADV
ajis02-2541	491	4	new	new	ADJ
ajis02-2541	491	5	with	with	ADP
ajis02-2541	491	6	newsql	newsql	NOUN
ajis02-2541	491	7	 	 	SPACE
ajis02-2541	491	8	?	?	PUNCT
ajis02-2541	492	1	sigmod	sigmod	PROPN
ajis02-2541	492	2	record	record	NOUN
ajis02-2541	492	3	,	,	PUNCT
ajis02-2541	492	4	45(2	45(2	NOUN
ajis02-2541	492	5	)	)	PUNCT
ajis02-2541	492	6	,	,	PUNCT
ajis02-2541	492	7	45	45	NUM
ajis02-2541	492	8	–	–	SYM
ajis02-2541	492	9	55	55	NUM
ajis02-2541	492	10	.	.	PUNCT
ajis02-2541	493	1	perera	perera	PROPN
ajis02-2541	493	2	,	,	PUNCT
ajis02-2541	493	3	s.	s.	PROPN
ajis02-2541	493	4	(	(	PUNCT
ajis02-2541	493	5	2018	2018	NUM
ajis02-2541	493	6	)	)	PUNCT
ajis02-2541	493	7	.	.	PUNCT
ajis02-2541	494	1	a	a	DET
ajis02-2541	494	2	gentle	gentle	ADJ
ajis02-2541	494	3	introduction	introduction	NOUN
ajis02-2541	494	4	to	to	PART
ajis02-2541	494	5	stream	stream	VERB
ajis02-2541	494	6	processing	processing	NOUN
ajis02-2541	494	7	.	.	PUNCT
ajis02-2541	495	1	retrieved	retrieve	VERB
ajis02-2541	495	2	may	may	AUX
ajis02-2541	495	3	20	20	NUM
ajis02-2541	495	4	,	,	PUNCT
ajis02-2541	495	5	2019	2019	NUM
ajis02-2541	495	6	,	,	PUNCT
ajis02-2541	495	7	from	from	ADP
ajis02-2541	495	8	https://medium.com/stream-processing/what-is-stream-processing-1eadfca11b97	https://medium.com/stream-processing/what-is-stream-processing-1eadfca11b97	PROPN
ajis02-2541	495	9	pokorny	pokorny	PROPN
ajis02-2541	495	10	,	,	PUNCT
ajis02-2541	495	11	j.	j.	PROPN
ajis02-2541	495	12	(	(	PUNCT
ajis02-2541	495	13	2013	2013	NUM
ajis02-2541	495	14	)	)	PUNCT
ajis02-2541	495	15	.	.	PUNCT
ajis02-2541	496	1	nosql	nosql	ADJ
ajis02-2541	496	2	databases	database	NOUN
ajis02-2541	496	3	:	:	PUNCT
ajis02-2541	496	4	a	a	DET
ajis02-2541	496	5	step	step	NOUN
ajis02-2541	496	6	to	to	ADP
ajis02-2541	496	7	database	database	NOUN
ajis02-2541	496	8	scalability	scalability	NOUN
ajis02-2541	496	9	in	in	ADP
ajis02-2541	496	10	web	web	NOUN
ajis02-2541	496	11	environment	environment	NOUN
ajis02-2541	496	12	.	.	PUNCT
ajis02-2541	497	1	international	international	ADJ
ajis02-2541	497	2	journal	journal	PROPN
ajis02-2541	497	3	of	of	ADP
ajis02-2541	497	4	web	web	NOUN
ajis02-2541	497	5	information	information	NOUN
ajis02-2541	497	6	systems	system	NOUN
ajis02-2541	497	7	,	,	PUNCT
ajis02-2541	497	8	9(1	9(1	NUM
ajis02-2541	497	9	)	)	PUNCT
ajis02-2541	497	10	,	,	PUNCT
ajis02-2541	497	11	69–82	69–82	NUM
ajis02-2541	497	12	.	.	PUNCT
ajis02-2541	498	1	https://doi.org/10.1108/17440081311316398	https://doi.org/10.1108/17440081311316398	PROPN
ajis02-2541	498	2	rocha	rocha	PROPN
ajis02-2541	498	3	,	,	PUNCT
ajis02-2541	498	4	l.	l.	PROPN
ajis02-2541	498	5	,	,	PUNCT
ajis02-2541	498	6	vale	vale	NOUN
ajis02-2541	498	7	,	,	PUNCT
ajis02-2541	498	8	f.	f.	PROPN
ajis02-2541	498	9	,	,	PUNCT
ajis02-2541	498	10	cirilo	cirilo	PROPN
ajis02-2541	498	11	,	,	PUNCT
ajis02-2541	498	12	e.	e.	PROPN
ajis02-2541	498	13	,	,	PUNCT
ajis02-2541	498	14	barbosa	barbosa	PROPN
ajis02-2541	498	15	,	,	PUNCT
ajis02-2541	498	16	d.	d.	PROPN
ajis02-2541	498	17	,	,	PUNCT
ajis02-2541	498	18	&	&	CCONJ
ajis02-2541	498	19	mourao	mourao	PROPN
ajis02-2541	498	20	,	,	PUNCT
ajis02-2541	498	21	f.	f.	PROPN
ajis02-2541	498	22	(	(	PUNCT
ajis02-2541	498	23	2015	2015	NUM
ajis02-2541	498	24	)	)	PUNCT
ajis02-2541	498	25	.	.	PUNCT
ajis02-2541	499	1	a	a	DET
ajis02-2541	499	2	framework	framework	NOUN
ajis02-2541	499	3	for	for	ADP
ajis02-2541	499	4	migrating	migrate	VERB
ajis02-2541	499	5	relational	relational	ADJ
ajis02-2541	499	6	datasets	dataset	NOUN
ajis02-2541	499	7	to	to	AUX
ajis02-2541	499	8	nosql	nosql	ADJ
ajis02-2541	499	9	∗.	∗.	PROPN
ajis02-2541	499	10	proceedia	proceedia	NOUN
ajis02-2541	499	11	computer	computer	NOUN
ajis02-2541	499	12	science	science	NOUN
ajis02-2541	499	13	,	,	PUNCT
ajis02-2541	499	14	51	51	NUM
ajis02-2541	499	15	,	,	PUNCT
ajis02-2541	499	16	2593–2602	2593–2602	NUM
ajis02-2541	499	17	.	.	PUNCT
ajis02-2541	500	1	https://doi.org/10.1016/j.procs.2015.05.367	https://doi.org/10.1016/j.procs.2015.05.367	NOUN
ajis02-2541	500	2	australasian	australasian	ADJ
ajis02-2541	500	3	journal	journal	NOUN
ajis02-2541	500	4	of	of	ADP
ajis02-2541	500	5	information	information	NOUN
ajis02-2541	500	6	systems	system	NOUN
ajis02-2541	500	7	balakrishnan	balakrishnan	PROPN
ajis02-2541	500	8	,	,	PUNCT
ajis02-2541	500	9	das	das	PROPN
ajis02-2541	500	10	&	&	CCONJ
ajis02-2541	500	11	chattopadhyay	chattopadhyay	PROPN
ajis02-2541	500	12	2020	2020	NUM
ajis02-2541	500	13	,	,	PUNCT
ajis02-2541	500	14	vol	vol	NOUN
ajis02-2541	500	15	24	24	NUM
ajis02-2541	500	16	,	,	PUNCT
ajis02-2541	500	17	research	research	NOUN
ajis02-2541	500	18	article	article	NOUN
ajis02-2541	500	19	implementing	implement	VERB
ajis02-2541	500	20	data	datum	NOUN
ajis02-2541	500	21	strategy	strategy	NOUN
ajis02-2541	500	22	27	27	NUM
ajis02-2541	500	23	salido	salido	NOUN
ajis02-2541	500	24	,	,	PUNCT
ajis02-2541	500	25	j.	j.	PROPN
ajis02-2541	500	26	(	(	PUNCT
ajis02-2541	500	27	2010	2010	NUM
ajis02-2541	500	28	)	)	PUNCT
ajis02-2541	500	29	.	.	PUNCT
ajis02-2541	501	1	data	datum	NOUN
ajis02-2541	501	2	governance	governance	NOUN
ajis02-2541	501	3	for	for	ADP
ajis02-2541	501	4	privacy	privacy	NOUN
ajis02-2541	501	5	,	,	PUNCT
ajis02-2541	501	6	confidentiality	confidentiality	NOUN
ajis02-2541	501	7	and	and	CCONJ
ajis02-2541	501	8	compliance	compliance	NOUN
ajis02-2541	501	9	:	:	PUNCT
ajis02-2541	501	10	a	a	DET
ajis02-2541	501	11	holistic	holistic	ADJ
ajis02-2541	501	12	approach	approach	NOUN
ajis02-2541	501	13	.	.	PUNCT
ajis02-2541	502	1	isaca	isaca	PROPN
ajis02-2541	502	2	journal	journal	PROPN
ajis02-2541	502	3	,	,	PUNCT
ajis02-2541	502	4	6	6	NUM
ajis02-2541	502	5	,	,	PUNCT
ajis02-2541	502	6	1–7	1–7	NUM
ajis02-2541	502	7	.	.	PUNCT
ajis02-2541	502	8	sareen	sareen	PROPN
ajis02-2541	502	9	,	,	PUNCT
ajis02-2541	502	10	p.	p.	PROPN
ajis02-2541	502	11	,	,	PUNCT
ajis02-2541	502	12	&	&	CCONJ
ajis02-2541	502	13	kumar	kumar	PROPN
ajis02-2541	502	14	,	,	PUNCT
ajis02-2541	502	15	p.	p.	NOUN
ajis02-2541	502	16	(	(	PUNCT
ajis02-2541	502	17	2015	2015	NUM
ajis02-2541	502	18	)	)	PUNCT
ajis02-2541	502	19	.	.	PUNCT
ajis02-2541	503	1	nosql	nosql	ADJ
ajis02-2541	503	2	database	database	NOUN
ajis02-2541	503	3	and	and	CCONJ
ajis02-2541	503	4	its	its	PRON
ajis02-2541	503	5	comparison	comparison	NOUN
ajis02-2541	503	6	with	with	ADP
ajis02-2541	503	7	sql	sql	NOUN
ajis02-2541	503	8	database	database	NOUN
ajis02-2541	503	9	.	.	PUNCT
ajis02-2541	504	1	international	international	ADJ
ajis02-2541	504	2	journal	journal	PROPN
ajis02-2541	504	3	of	of	ADP
ajis02-2541	504	4	computer	computer	NOUN
ajis02-2541	504	5	science	science	PROPN
ajis02-2541	504	6	&	&	CCONJ
ajis02-2541	504	7	communication	communication	NOUN
ajis02-2541	504	8	networks	network	NOUN
ajis02-2541	504	9	,	,	PUNCT
ajis02-2541	504	10	5(5	5(5	NUM
ajis02-2541	504	11	)	)	PUNCT
ajis02-2541	504	12	,	,	PUNCT
ajis02-2541	504	13	293–298	293–298	NUM
ajis02-2541	504	14	.	.	PUNCT
ajis02-2541	505	1	simsek	simsek	NOUN
ajis02-2541	505	2	,	,	PUNCT
ajis02-2541	505	3	g.	g.	PROPN
ajis02-2541	505	4	(	(	PUNCT
ajis02-2541	505	5	2019	2019	NUM
ajis02-2541	505	6	)	)	PUNCT
ajis02-2541	505	7	.	.	PUNCT
ajis02-2541	506	1	what	what	PRON
ajis02-2541	506	2	is	be	AUX
ajis02-2541	506	3	new	new	ADJ
ajis02-2541	506	4	about	about	ADP
ajis02-2541	506	5	newsql	newsql	NOUN
ajis02-2541	506	6	?	?	PUNCT
ajis02-2541	507	1	retrieved	retrieve	VERB
ajis02-2541	507	2	june	june	PROPN
ajis02-2541	507	3	7	7	NUM
ajis02-2541	507	4	,	,	PUNCT
ajis02-2541	507	5	2019	2019	NUM
ajis02-2541	507	6	,	,	PUNCT
ajis02-2541	507	7	from	from	ADP
ajis02-2541	507	8	https://softwareengineeringdaily.com/2019/02/24/what-is-new-about-newsql/	https://softwareengineeringdaily.com/2019/02/24/what-is-new-about-newsql/	CCONJ
ajis02-2541	507	9	spivack	spivack	NOUN
ajis02-2541	507	10	,	,	PUNCT
ajis02-2541	507	11	n.	n.	PROPN
ajis02-2541	507	12	(	(	PUNCT
ajis02-2541	507	13	2011	2011	NUM
ajis02-2541	507	14	)	)	PUNCT
ajis02-2541	507	15	.	.	PUNCT
ajis02-2541	508	1	web	web	NOUN
ajis02-2541	508	2	3.0	3.0	NUM
ajis02-2541	508	3	:	:	PUNCT
ajis02-2541	508	4	the	the	DET
ajis02-2541	508	5	third	third	ADJ
ajis02-2541	508	6	generation	generation	NOUN
ajis02-2541	508	7	web	web	NOUN
ajis02-2541	508	8	is	be	AUX
ajis02-2541	508	9	coming	come	VERB
ajis02-2541	508	10	.	.	PUNCT
ajis02-2541	509	1	retrieved	retrieve	VERB
ajis02-2541	509	2	may	may	AUX
ajis02-2541	509	3	18	18	NUM
ajis02-2541	509	4	,	,	PUNCT
ajis02-2541	509	5	2019	2019	NUM
ajis02-2541	509	6	,	,	PUNCT
ajis02-2541	509	7	from	from	ADP
ajis02-2541	509	8	https://lifeboat.com/ex/web.3.0	https://lifeboat.com/ex/web.3.0	NOUN
ajis02-2541	509	9	stantic	stantic	PROPN
ajis02-2541	509	10	,	,	PUNCT
ajis02-2541	509	11	b.	b.	PROPN
ajis02-2541	509	12	,	,	PUNCT
ajis02-2541	509	13	&	&	CCONJ
ajis02-2541	509	14	pokorny	pokorny	PROPN
ajis02-2541	509	15	,	,	PUNCT
ajis02-2541	509	16	j.	j.	PROPN
ajis02-2541	509	17	(	(	PUNCT
ajis02-2541	509	18	2014	2014	NUM
ajis02-2541	509	19	)	)	PUNCT
ajis02-2541	509	20	.	.	PUNCT
ajis02-2541	510	1	opportunities	opportunity	NOUN
ajis02-2541	510	2	in	in	ADP
ajis02-2541	510	3	big	big	ADJ
ajis02-2541	510	4	data	datum	NOUN
ajis02-2541	510	5	management	management	NOUN
ajis02-2541	510	6	and	and	CCONJ
ajis02-2541	510	7	processing	processing	NOUN
ajis02-2541	510	8	.	.	PUNCT
ajis02-2541	511	1	databases	database	NOUN
ajis02-2541	511	2	and	and	CCONJ
ajis02-2541	511	3	information	information	NOUN
ajis02-2541	511	4	systems	system	NOUN
ajis02-2541	511	5	viii	viii	PROPN
ajis02-2541	511	6	.	.	PUNCT
ajis02-2541	512	1	https://doi.org/10.3233/978-1-61499-458-9-15	https://doi.org/10.3233/978-1-61499-458-9-15	PROPN
ajis02-2541	512	2	techopedia	techopedia	PROPN
ajis02-2541	512	3	.	.	PUNCT
ajis02-2541	513	1	(	(	PUNCT
ajis02-2541	513	2	2011	2011	NUM
ajis02-2541	513	3	)	)	PUNCT
ajis02-2541	513	4	.	.	PUNCT
ajis02-2541	514	1	garbage	garbage	NOUN
ajis02-2541	514	2	in	in	ADP
ajis02-2541	514	3	,	,	PUNCT
ajis02-2541	514	4	garbage	garbage	NOUN
ajis02-2541	514	5	out	out	ADP
ajis02-2541	514	6	(	(	PUNCT
ajis02-2541	514	7	gigo	gigo	PROPN
ajis02-2541	514	8	)	)	PUNCT
ajis02-2541	514	9	.	.	PUNCT
ajis02-2541	515	1	retrieved	retrieve	VERB
ajis02-2541	515	2	may	may	AUX
ajis02-2541	515	3	15	15	NUM
ajis02-2541	515	4	,	,	PUNCT
ajis02-2541	515	5	2019	2019	NUM
ajis02-2541	515	6	,	,	PUNCT
ajis02-2541	515	7	from	from	ADP
ajis02-2541	515	8	https://www.techopedia.com/definition/3801/garbage-in-garbage-out-gigo	https://www.techopedia.com/definition/3801/garbage-in-garbage-out-gigo	PROPN
ajis02-2541	515	9	weber	weber	PROPN
ajis02-2541	515	10	,	,	PUNCT
ajis02-2541	515	11	k.	k.	PROPN
ajis02-2541	515	12	,	,	PUNCT
ajis02-2541	515	13	otto	otto	PROPN
ajis02-2541	515	14	,	,	PUNCT
ajis02-2541	515	15	b.	b.	PROPN
ajis02-2541	515	16	,	,	PUNCT
ajis02-2541	515	17	&	&	CCONJ
ajis02-2541	515	18	osterle	osterle	PROPN
ajis02-2541	515	19	,	,	PUNCT
ajis02-2541	515	20	h.	h.	PROPN
ajis02-2541	515	21	(	(	PUNCT
ajis02-2541	515	22	2009	2009	NUM
ajis02-2541	515	23	)	)	PUNCT
ajis02-2541	515	24	.	.	PUNCT
ajis02-2541	516	1	one	one	NUM
ajis02-2541	516	2	size	size	NOUN
ajis02-2541	516	3	does	do	AUX
ajis02-2541	516	4	not	not	PART
ajis02-2541	516	5	fit	fit	VERB
ajis02-2541	516	6	all	all	PRON
ajis02-2541	516	7	—	—	PUNCT
ajis02-2541	516	8	a	a	DET
ajis02-2541	516	9	contingency	contingency	NOUN
ajis02-2541	516	10	approach	approach	NOUN
ajis02-2541	516	11	to	to	ADP
ajis02-2541	516	12	data	datum	NOUN
ajis02-2541	516	13	governance	governance	NOUN
ajis02-2541	516	14	.	.	PUNCT
ajis02-2541	517	1	acm	acm	PROPN
ajis02-2541	517	2	journal	journal	PROPN
ajis02-2541	517	3	of	of	ADP
ajis02-2541	517	4	information	information	NOUN
ajis02-2541	517	5	quality	quality	NOUN
ajis02-2541	517	6	,	,	PUNCT
ajis02-2541	517	7	1(1	1(1	NUM
ajis02-2541	517	8	)	)	PUNCT
ajis02-2541	517	9	.	.	PUNCT
ajis02-2541	518	1	https://doi.org/10.1145/1515693.1515696.http	https://doi.org/10.1145/1515693.1515696.http	PROPN
ajis02-2541	518	2	weill	weill	PROPN
ajis02-2541	518	3	,	,	PUNCT
ajis02-2541	518	4	p.	p.	PROPN
ajis02-2541	518	5	,	,	PUNCT
ajis02-2541	518	6	&	&	CCONJ
ajis02-2541	518	7	ross	ross	PROPN
ajis02-2541	518	8	,	,	PUNCT
ajis02-2541	518	9	j.	j.	PROPN
ajis02-2541	518	10	(	(	PUNCT
ajis02-2541	518	11	2005	2005	NUM
ajis02-2541	518	12	)	)	PUNCT
ajis02-2541	518	13	.	.	PUNCT
ajis02-2541	519	1	a	a	DET
ajis02-2541	519	2	matrixed	matrixed	ADJ
ajis02-2541	519	3	approach	approach	NOUN
ajis02-2541	519	4	to	to	ADP
ajis02-2541	519	5	designing	design	VERB
ajis02-2541	519	6	it	it	PRON
ajis02-2541	519	7	governance	governance	NOUN
ajis02-2541	519	8	.	.	PUNCT
ajis02-2541	520	1	mit	mit	PROPN
ajis02-2541	520	2	sloan	sloan	PROPN
ajis02-2541	520	3	management	management	PROPN
ajis02-2541	520	4	review	review	PROPN
ajis02-2541	520	5	,	,	PUNCT
ajis02-2541	520	6	46(2	46(2	NOUN
ajis02-2541	520	7	)	)	PUNCT
ajis02-2541	520	8	,	,	PUNCT
ajis02-2541	520	9	26–34	26–34	NUM
ajis02-2541	520	10	.	.	PUNCT
ajis02-2541	520	11	yang	yang	PROPN
ajis02-2541	520	12	,	,	PUNCT
ajis02-2541	520	13	f.	f.	PROPN
ajis02-2541	520	14	(	(	PUNCT
ajis02-2541	520	15	2016	2016	NUM
ajis02-2541	520	16	)	)	PUNCT
ajis02-2541	520	17	.	.	PUNCT
ajis02-2541	521	1	building	build	VERB
ajis02-2541	521	2	a	a	DET
ajis02-2541	521	3	streaming	streaming	NOUN
ajis02-2541	521	4	analytics	analytic	NOUN
ajis02-2541	521	5	stack	stack	VERB
ajis02-2541	521	6	with	with	ADP
ajis02-2541	521	7	apache	apache	PROPN
ajis02-2541	521	8	kafka	kafka	PROPN
ajis02-2541	521	9	and	and	CCONJ
ajis02-2541	521	10	druid	druid	PROPN
ajis02-2541	521	11	.	.	PUNCT
ajis02-2541	522	1	retrieved	retrieve	VERB
ajis02-2541	522	2	may	may	AUX
ajis02-2541	522	3	20	20	NUM
ajis02-2541	522	4	,	,	PUNCT
ajis02-2541	522	5	2019	2019	NUM
ajis02-2541	522	6	,	,	PUNCT
ajis02-2541	522	7	from	from	ADP
ajis02-2541	522	8	https://www.confluent.io/blog/building-a-streaming-analytics-stackwith-apache-kafka-and-druid/	https://www.confluent.io/blog/building-a-streaming-analytics-stackwith-apache-kafka-and-druid/	PROPN
ajis02-2541	522	9	zack	zack	PROPN
ajis02-2541	522	10	,	,	PUNCT
ajis02-2541	522	11	m.	m.	PROPN
ajis02-2541	522	12	h.	h.	PROPN
ajis02-2541	522	13	(	(	PUNCT
ajis02-2541	522	14	1999	1999	NUM
ajis02-2541	522	15	)	)	PUNCT
ajis02-2541	522	16	.	.	PUNCT
ajis02-2541	523	1	managing	manage	VERB
ajis02-2541	523	2	codified	codify	VERB
ajis02-2541	523	3	knowledge	knowledge	NOUN
ajis02-2541	523	4	.	.	PUNCT
ajis02-2541	524	1	sloan	sloan	PROPN
ajis02-2541	524	2	management	management	PROPN
ajis02-2541	524	3	review	review	PROPN
ajis02-2541	524	4	,	,	PUNCT
ajis02-2541	524	5	40(4	40(4	NUM
ajis02-2541	524	6	)	)	PUNCT
ajis02-2541	524	7	,	,	PUNCT
ajis02-2541	524	8	45–58	45–58	NOUN
ajis02-2541	524	9	.	.	PUNCT
ajis02-2541	525	1	copyright	copyright	NOUN
ajis02-2541	525	2	:	:	PUNCT
ajis02-2541	525	3	©	©	PROPN
ajis02-2541	525	4	2020	2020	NUM
ajis02-2541	525	5	balakrishnan	balakrishnan	PROPN
ajis02-2541	525	6	,	,	PUNCT
ajis02-2541	525	7	das	das	PROPN
ajis02-2541	525	8	&	&	CCONJ
ajis02-2541	525	9	chattopadhyay	chattopadhyay	PROPN
ajis02-2541	525	10	.	.	PUNCT
ajis02-2541	526	1	this	this	PRON
ajis02-2541	526	2	is	be	AUX
ajis02-2541	526	3	an	an	DET
ajis02-2541	526	4	open	open	ADJ
ajis02-2541	526	5	-	-	PUNCT
ajis02-2541	526	6	access	access	NOUN
ajis02-2541	526	7	article	article	NOUN
ajis02-2541	526	8	distributed	distribute	VERB
ajis02-2541	526	9	under	under	ADP
ajis02-2541	526	10	the	the	DET
ajis02-2541	526	11	terms	term	NOUN
ajis02-2541	526	12	of	of	ADP
ajis02-2541	526	13	the	the	DET
ajis02-2541	526	14	creative	creative	ADJ
ajis02-2541	526	15	commons	common	NOUN
ajis02-2541	526	16	attribution	attribution	NOUN
ajis02-2541	526	17	-	-	PUNCT
ajis02-2541	526	18	noncommercial	noncommercial	ADJ
ajis02-2541	526	19	3.0	3.0	NUM
ajis02-2541	526	20	australia	australia	NOUN
ajis02-2541	526	21	license	license	NOUN
ajis02-2541	526	22	,	,	PUNCT
ajis02-2541	526	23	which	which	PRON
ajis02-2541	526	24	permits	permit	VERB
ajis02-2541	526	25	non	non	ADJ
ajis02-2541	526	26	-	-	ADJ
ajis02-2541	526	27	commercial	commercial	ADJ
ajis02-2541	526	28	use	use	NOUN
ajis02-2541	526	29	,	,	PUNCT
ajis02-2541	526	30	distribution	distribution	NOUN
ajis02-2541	526	31	,	,	PUNCT
ajis02-2541	526	32	and	and	CCONJ
ajis02-2541	526	33	reproduction	reproduction	NOUN
ajis02-2541	526	34	in	in	ADP
ajis02-2541	526	35	any	any	DET
ajis02-2541	526	36	medium	medium	NOUN
ajis02-2541	526	37	,	,	PUNCT
ajis02-2541	526	38	provided	provide	VERB
ajis02-2541	526	39	the	the	DET
ajis02-2541	526	40	original	original	ADJ
ajis02-2541	526	41	author	author	NOUN
ajis02-2541	526	42	and	and	CCONJ
ajis02-2541	526	43	ajis	ajis	ADV
ajis02-2541	526	44	are	be	AUX
ajis02-2541	526	45	credited	credit	VERB
ajis02-2541	526	46	.	.	PUNCT
ajis02-2541	527	1	doi	doi	NOUN
ajis02-2541	527	2	:	:	PUNCT
ajis02-2541	527	3	https://doi.org/10.3127/ajis.v24i0.2541	https://doi.org/10.3127/ajis.v24i0.2541	PUNCT
ajis02-2541	527	4	http://creativecommons.org/licenses/by-nc/3.0/au/	http://creativecommons.org/licenses/by-nc/3.0/au/	ADV
ajis02-2541	527	5	http://creativecommons.org/licenses/by-nc/3.0/au/	http://creativecommons.org/licenses/by-nc/3.0/au/	ADV