id	sid	tid	token	lemma	pos
fbem-31297	1	1	frontiers	frontier	NOUN
fbem-31297	1	2	in	in	ADP
fbem-31297	1	3	business	business	NOUN
fbem-31297	1	4	,	,	PUNCT
fbem-31297	1	5	economics	economic	NOUN
fbem-31297	1	6	and	and	CCONJ
fbem-31297	1	7	management	management	NOUN
fbem-31297	1	8	issn	issn	PROPN
fbem-31297	1	9	:	:	PUNCT
fbem-31297	1	10	2766	2766	NUM
fbem-31297	1	11	-	-	PUNCT
fbem-31297	1	12	824x	824x	NUM
fbem-31297	1	13	|	|	ADJ
fbem-31297	1	14	vol	vol	NOUN
fbem-31297	1	15	.	.	PROPN
fbem-31297	1	16	20	20	NUM
fbem-31297	1	17	,	,	PUNCT
fbem-31297	1	18	no	no	INTJ
fbem-31297	1	19	.	.	NOUN
fbem-31297	1	20	1	1	NUM
fbem-31297	1	21	,	,	PUNCT
fbem-31297	1	22	2025	2025	NUM
fbem-31297	1	23	93	93	NUM
fbem-31297	1	24	data	datum	NOUN
fbem-31297	1	25	management	management	NOUN
fbem-31297	1	26	practices	practice	NOUN
fbem-31297	1	27	in	in	ADP
fbem-31297	1	28	multinational	multinational	ADJ
fbem-31297	1	29	enterprise	enterprise	NOUN
fbem-31297	1	30	:	:	PUNCT
fbem-31297	1	31	strategic	strategic	ADJ
fbem-31297	1	32	frameworks	framework	NOUN
fbem-31297	1	33	,	,	PUNCT
fbem-31297	1	34	lifecycle	lifecycle	NOUN
fbem-31297	1	35	approaches	approach	NOUN
fbem-31297	1	36	,	,	PUNCT
fbem-31297	1	37	and	and	CCONJ
fbem-31297	1	38	maturity	maturity	NOUN
fbem-31297	1	39	evaluation	evaluation	NOUN
fbem-31297	1	40	based	base	VERB
fbem-31297	1	41	on	on	ADP
fbem-31297	1	42	the	the	DET
fbem-31297	1	43	gb	gb	PROPN
fbem-31297	1	44	/	/	SYM
fbem-31297	1	45	t	t	NOUN
fbem-31297	1	46	36073	36073	NUM
fbem-31297	1	47	-	-	SYM
fbem-31297	1	48	2018	2018	NUM
fbem-31297	1	49	assessment	assessment	NOUN
fbem-31297	1	50	model	model	NOUN
fbem-31297	1	51	ziwei	ziwei	PROPN
fbem-31297	1	52	han	han	PROPN
fbem-31297	1	53	illinois	illinois	PROPN
fbem-31297	1	54	institute	institute	PROPN
fbem-31297	1	55	of	of	ADP
fbem-31297	1	56	technology	technology	PROPN
fbem-31297	1	57	,	,	PUNCT
fbem-31297	1	58	chicago	chicago	PROPN
fbem-31297	1	59	,	,	PUNCT
fbem-31297	1	60	il	il	PROPN
fbem-31297	1	61	60616	60616	NUM
fbem-31297	1	62	,	,	PUNCT
fbem-31297	1	63	united	united	PROPN
fbem-31297	1	64	states	states	PROPN
fbem-31297	1	65	abstract	abstract	NOUN
fbem-31297	1	66	:	:	PUNCT
fbem-31297	1	67	this	this	DET
fbem-31297	1	68	article	article	NOUN
fbem-31297	1	69	explores	explore	VERB
fbem-31297	1	70	the	the	DET
fbem-31297	1	71	critical	critical	ADJ
fbem-31297	1	72	role	role	NOUN
fbem-31297	1	73	of	of	ADP
fbem-31297	1	74	effective	effective	ADJ
fbem-31297	1	75	data	datum	NOUN
fbem-31297	1	76	management	management	NOUN
fbem-31297	1	77	in	in	ADP
fbem-31297	1	78	multinational	multinational	ADJ
fbem-31297	1	79	enterprises	enterprise	NOUN
fbem-31297	1	80	(	(	PUNCT
fbem-31297	1	81	mnes	mne	NOUN
fbem-31297	1	82	)	)	PUNCT
fbem-31297	1	83	amid	amid	ADP
fbem-31297	1	84	challenges	challenge	NOUN
fbem-31297	1	85	like	like	ADP
fbem-31297	1	86	data	datum	NOUN
fbem-31297	1	87	silos	silo	NOUN
fbem-31297	1	88	,	,	PUNCT
fbem-31297	1	89	quality	quality	NOUN
fbem-31297	1	90	issues	issue	NOUN
fbem-31297	1	91	,	,	PUNCT
fbem-31297	1	92	and	and	CCONJ
fbem-31297	1	93	compliance	compliance	NOUN
fbem-31297	1	94	risks	risk	NOUN
fbem-31297	1	95	.	.	PUNCT
fbem-31297	2	1	utilizing	utilize	VERB
fbem-31297	2	2	the	the	DET
fbem-31297	2	3	gb	gb	NOUN
fbem-31297	2	4	/	/	SYM
fbem-31297	2	5	t	t	NOUN
fbem-31297	2	6	36073	36073	NUM
fbem-31297	2	7	-	-	SYM
fbem-31297	2	8	2018	2018	NUM
fbem-31297	2	9	assessment	assessment	NOUN
fbem-31297	2	10	model	model	NOUN
fbem-31297	2	11	,	,	PUNCT
fbem-31297	2	12	it	it	PRON
fbem-31297	2	13	presents	present	VERB
fbem-31297	2	14	a	a	DET
fbem-31297	2	15	strategic	strategic	ADJ
fbem-31297	2	16	framework	framework	NOUN
fbem-31297	2	17	for	for	ADP
fbem-31297	2	18	enhancing	enhance	VERB
fbem-31297	2	19	data	data	NOUN
fbem-31297	2	20	governance	governance	NOUN
fbem-31297	2	21	,	,	PUNCT
fbem-31297	2	22	quality	quality	NOUN
fbem-31297	2	23	,	,	PUNCT
fbem-31297	2	24	and	and	CCONJ
fbem-31297	2	25	security	security	NOUN
fbem-31297	2	26	.	.	PUNCT
fbem-31297	3	1	the	the	DET
fbem-31297	3	2	discussion	discussion	NOUN
fbem-31297	3	3	includes	include	VERB
fbem-31297	3	4	practical	practical	ADJ
fbem-31297	3	5	recommendations	recommendation	NOUN
fbem-31297	3	6	and	and	CCONJ
fbem-31297	3	7	highlights	highlight	NOUN
fbem-31297	3	8	emerging	emerge	VERB
fbem-31297	3	9	trends	trend	NOUN
fbem-31297	3	10	such	such	ADJ
fbem-31297	3	11	as	as	ADP
fbem-31297	3	12	artificial	artificial	ADJ
fbem-31297	3	13	intelligence	intelligence	NOUN
fbem-31297	3	14	and	and	CCONJ
fbem-31297	3	15	ethical	ethical	ADJ
fbem-31297	3	16	data	datum	NOUN
fbem-31297	3	17	practices	practice	NOUN
fbem-31297	3	18	,	,	PUNCT
fbem-31297	3	19	offering	offer	VERB
fbem-31297	3	20	insights	insight	NOUN
fbem-31297	3	21	for	for	ADP
fbem-31297	3	22	mnes	mne	NOUN
fbem-31297	3	23	to	to	PART
fbem-31297	3	24	leverage	leverage	VERB
fbem-31297	3	25	data	datum	NOUN
fbem-31297	3	26	as	as	ADP
fbem-31297	3	27	a	a	DET
fbem-31297	3	28	strategic	strategic	ADJ
fbem-31297	3	29	asset	asset	NOUN
fbem-31297	3	30	for	for	ADP
fbem-31297	3	31	competitive	competitive	ADJ
fbem-31297	3	32	advantage	advantage	NOUN
fbem-31297	3	33	.	.	PUNCT
fbem-31297	4	1	keywords	keyword	NOUN
fbem-31297	4	2	:	:	PUNCT
fbem-31297	4	3	data	datum	NOUN
fbem-31297	4	4	management	management	NOUN
fbem-31297	4	5	;	;	PUNCT
fbem-31297	4	6	strategic	strategic	ADJ
fbem-31297	4	7	framework	framework	NOUN
fbem-31297	4	8	;	;	PUNCT
fbem-31297	4	9	maturity	maturity	NOUN
fbem-31297	4	10	evaluation	evaluation	NOUN
fbem-31297	4	11	.	.	PUNCT
fbem-31297	5	1	1	1	X
fbem-31297	5	2	.	.	X
fbem-31297	5	3	introduction	introduction	NOUN
fbem-31297	5	4	data	datum	NOUN
fbem-31297	5	5	management	management	NOUN
fbem-31297	5	6	is	be	AUX
fbem-31297	5	7	essential	essential	ADJ
fbem-31297	5	8	for	for	ADP
fbem-31297	5	9	ensuring	ensure	VERB
fbem-31297	5	10	the	the	DET
fbem-31297	5	11	security	security	NOUN
fbem-31297	5	12	,	,	PUNCT
fbem-31297	5	13	confidentiality	confidentiality	NOUN
fbem-31297	5	14	,	,	PUNCT
fbem-31297	5	15	accuracy	accuracy	NOUN
fbem-31297	5	16	,	,	PUNCT
fbem-31297	5	17	and	and	CCONJ
fbem-31297	5	18	availability	availability	NOUN
fbem-31297	5	19	of	of	ADP
fbem-31297	5	20	data	datum	NOUN
fbem-31297	5	21	throughout	throughout	ADP
fbem-31297	5	22	its	its	PRON
fbem-31297	5	23	lifecycle	lifecycle	NOUN
fbem-31297	5	24	.	.	PUNCT
fbem-31297	6	1	it	it	PRON
fbem-31297	6	2	involves	involve	VERB
fbem-31297	6	3	various	various	ADJ
fbem-31297	6	4	activities	activity	NOUN
fbem-31297	6	5	,	,	PUNCT
fbem-31297	6	6	including	include	VERB
fbem-31297	6	7	data	data	NOUN
fbem-31297	6	8	collection	collection	NOUN
fbem-31297	6	9	,	,	PUNCT
fbem-31297	6	10	storage	storage	NOUN
fbem-31297	6	11	,	,	PUNCT
fbem-31297	6	12	processing	processing	NOUN
fbem-31297	6	13	,	,	PUNCT
fbem-31297	6	14	and	and	CCONJ
fbem-31297	6	15	utilization	utilization	NOUN
fbem-31297	6	16	,	,	PUNCT
fbem-31297	6	17	while	while	SCONJ
fbem-31297	6	18	emphasizing	emphasize	VERB
fbem-31297	6	19	quality	quality	NOUN
fbem-31297	6	20	assurance	assurance	NOUN
fbem-31297	6	21	and	and	CCONJ
fbem-31297	6	22	compliance	compliance	NOUN
fbem-31297	6	23	.	.	PUNCT
fbem-31297	7	1	in	in	ADP
fbem-31297	7	2	today	today	NOUN
fbem-31297	7	3	's	's	PART
fbem-31297	7	4	data	data	NOUN
fbem-31297	7	5	-	-	PUNCT
fbem-31297	7	6	driven	drive	VERB
fbem-31297	7	7	environment	environment	NOUN
fbem-31297	7	8	,	,	PUNCT
fbem-31297	7	9	effective	effective	ADJ
fbem-31297	7	10	data	datum	NOUN
fbem-31297	7	11	management	management	NOUN
fbem-31297	7	12	is	be	AUX
fbem-31297	7	13	recognized	recognize	VERB
fbem-31297	7	14	as	as	ADP
fbem-31297	7	15	a	a	DET
fbem-31297	7	16	vital	vital	ADJ
fbem-31297	7	17	asset	asset	NOUN
fbem-31297	7	18	that	that	PRON
fbem-31297	7	19	influences	influence	VERB
fbem-31297	7	20	an	an	DET
fbem-31297	7	21	enterprise	enterprise	NOUN
fbem-31297	7	22	's	's	PART
fbem-31297	7	23	competitiveness	competitiveness	NOUN
fbem-31297	7	24	.	.	PUNCT
fbem-31297	8	1	in	in	ADP
fbem-31297	8	2	the	the	DET
fbem-31297	8	3	context	context	NOUN
fbem-31297	8	4	of	of	ADP
fbem-31297	8	5	globalization	globalization	NOUN
fbem-31297	8	6	,	,	PUNCT
fbem-31297	8	7	multinational	multinational	ADJ
fbem-31297	8	8	enterprises	enterprise	NOUN
fbem-31297	8	9	(	(	PUNCT
fbem-31297	8	10	mnes	mne	NOUN
fbem-31297	8	11	)	)	PUNCT
fbem-31297	8	12	encounter	encounter	VERB
fbem-31297	8	13	a	a	DET
fbem-31297	8	14	myriad	myriad	NOUN
fbem-31297	8	15	of	of	ADP
fbem-31297	8	16	complex	complex	ADJ
fbem-31297	8	17	challenges	challenge	NOUN
fbem-31297	8	18	that	that	PRON
fbem-31297	8	19	complicate	complicate	VERB
fbem-31297	8	20	their	their	PRON
fbem-31297	8	21	data	data	NOUN
fbem-31297	8	22	management	management	NOUN
fbem-31297	8	23	efforts	effort	NOUN
fbem-31297	8	24	.	.	PUNCT
fbem-31297	9	1	specifically	specifically	ADV
fbem-31297	9	2	,	,	PUNCT
fbem-31297	9	3	mnes	mne	NOUN
fbem-31297	9	4	often	often	ADV
fbem-31297	9	5	grapple	grapple	VERB
fbem-31297	9	6	with	with	ADP
fbem-31297	9	7	:	:	PUNCT
fbem-31297	9	8	data	datum	NOUN
fbem-31297	9	9	silos	silo	NOUN
fbem-31297	9	10	:	:	PUNCT
fbem-31297	9	11	in	in	ADP
fbem-31297	9	12	many	many	ADJ
fbem-31297	9	13	organizations	organization	NOUN
fbem-31297	9	14	,	,	PUNCT
fbem-31297	9	15	data	datum	NOUN
fbem-31297	9	16	is	be	AUX
fbem-31297	9	17	isolated	isolate	VERB
fbem-31297	9	18	in	in	ADP
fbem-31297	9	19	separate	separate	ADJ
fbem-31297	9	20	systems	system	NOUN
fbem-31297	9	21	or	or	CCONJ
fbem-31297	9	22	departments	department	NOUN
fbem-31297	9	23	,	,	PUNCT
fbem-31297	9	24	making	make	VERB
fbem-31297	9	25	it	it	PRON
fbem-31297	9	26	difficult	difficult	ADJ
fbem-31297	9	27	to	to	PART
fbem-31297	9	28	access	access	VERB
fbem-31297	9	29	and	and	CCONJ
fbem-31297	9	30	share	share	NOUN
fbem-31297	9	31	information	information	NOUN
fbem-31297	9	32	across	across	ADP
fbem-31297	9	33	the	the	DET
fbem-31297	9	34	organization	organization	NOUN
fbem-31297	9	35	,	,	PUNCT
fbem-31297	9	36	hindering	hinder	VERB
fbem-31297	9	37	collaboration	collaboration	NOUN
fbem-31297	9	38	and	and	CCONJ
fbem-31297	9	39	impeding	impede	VERB
fbem-31297	9	40	informed	informed	ADJ
fbem-31297	9	41	decision	decision	NOUN
fbem-31297	9	42	-	-	PUNCT
fbem-31297	9	43	making	making	NOUN
fbem-31297	9	44	[	[	X
fbem-31297	9	45	1	1	NUM
fbem-31297	9	46	]	]	PUNCT
fbem-31297	9	47	.	.	PUNCT
fbem-31297	10	1	data	datum	NOUN
fbem-31297	10	2	defects	defect	NOUN
fbem-31297	10	3	:	:	PUNCT
fbem-31297	10	4	the	the	DET
fbem-31297	10	5	accuracy	accuracy	NOUN
fbem-31297	10	6	,	,	PUNCT
fbem-31297	10	7	completeness	completeness	NOUN
fbem-31297	10	8	,	,	PUNCT
fbem-31297	10	9	consistency	consistency	NOUN
fbem-31297	10	10	,	,	PUNCT
fbem-31297	10	11	and	and	CCONJ
fbem-31297	10	12	reliability	reliability	NOUN
fbem-31297	10	13	of	of	ADP
fbem-31297	10	14	data	datum	NOUN
fbem-31297	10	15	are	be	AUX
fbem-31297	10	16	crucial	crucial	ADJ
fbem-31297	10	17	for	for	ADP
fbem-31297	10	18	effective	effective	ADJ
fbem-31297	10	19	operations	operation	NOUN
fbem-31297	10	20	.	.	PUNCT
fbem-31297	11	1	poor	poor	ADJ
fbem-31297	11	2	quality	quality	NOUN
fbem-31297	11	3	data	datum	NOUN
fbem-31297	11	4	can	can	AUX
fbem-31297	11	5	result	result	VERB
fbem-31297	11	6	in	in	ADP
fbem-31297	11	7	misguided	misguided	ADJ
fbem-31297	11	8	decisions	decision	NOUN
fbem-31297	11	9	,	,	PUNCT
fbem-31297	11	10	operational	operational	ADJ
fbem-31297	11	11	inefficiencies	inefficiency	NOUN
fbem-31297	11	12	,	,	PUNCT
fbem-31297	11	13	and	and	CCONJ
fbem-31297	11	14	ultimately	ultimately	ADV
fbem-31297	11	15	,	,	PUNCT
fbem-31297	11	16	a	a	DET
fbem-31297	11	17	negative	negative	ADJ
fbem-31297	11	18	impact	impact	NOUN
fbem-31297	11	19	on	on	ADP
fbem-31297	11	20	the	the	DET
fbem-31297	11	21	organization	organization	NOUN
fbem-31297	11	22	’s	’s	PART
fbem-31297	11	23	bottom	bottom	ADJ
fbem-31297	11	24	line	line	NOUN
fbem-31297	11	25	.	.	PUNCT
fbem-31297	12	1	compliance	compliance	NOUN
fbem-31297	12	2	risks	risk	NOUN
fbem-31297	12	3	:	:	PUNCT
fbem-31297	12	4	with	with	ADP
fbem-31297	12	5	legal	legal	ADJ
fbem-31297	12	6	regulations	regulation	NOUN
fbem-31297	12	7	becoming	become	VERB
fbem-31297	12	8	more	more	ADV
fbem-31297	12	9	stringent	stringent	ADJ
fbem-31297	12	10	,	,	PUNCT
fbem-31297	12	11	ensuring	ensure	VERB
fbem-31297	12	12	that	that	SCONJ
fbem-31297	12	13	an	an	DET
fbem-31297	12	14	organization	organization	NOUN
fbem-31297	12	15	’s	’s	PART
fbem-31297	12	16	data	data	NOUN
fbem-31297	12	17	practices	practice	NOUN
fbem-31297	12	18	comply	comply	VERB
fbem-31297	12	19	with	with	ADP
fbem-31297	12	20	all	all	DET
fbem-31297	12	21	applicable	applicable	ADJ
fbem-31297	12	22	laws	law	NOUN
fbem-31297	12	23	,	,	PUNCT
fbem-31297	12	24	regulations	regulation	NOUN
fbem-31297	12	25	,	,	PUNCT
fbem-31297	12	26	and	and	CCONJ
fbem-31297	12	27	industry	industry	NOUN
fbem-31297	12	28	standards	standard	NOUN
fbem-31297	12	29	is	be	AUX
fbem-31297	12	30	of	of	ADP
fbem-31297	12	31	paramount	paramount	ADJ
fbem-31297	12	32	importance	importance	NOUN
fbem-31297	12	33	.	.	PUNCT
fbem-31297	13	1	non	non	ADJ
fbem-31297	13	2	-	-	NOUN
fbem-31297	13	3	compliance	compliance	NOUN
fbem-31297	13	4	can	can	AUX
fbem-31297	13	5	lead	lead	VERB
fbem-31297	13	6	to	to	ADP
fbem-31297	13	7	severe	severe	ADJ
fbem-31297	13	8	penalties	penalty	NOUN
fbem-31297	13	9	,	,	PUNCT
fbem-31297	13	10	reputational	reputational	ADJ
fbem-31297	13	11	damage	damage	NOUN
fbem-31297	13	12	,	,	PUNCT
fbem-31297	13	13	and	and	CCONJ
fbem-31297	13	14	loss	loss	NOUN
fbem-31297	13	15	of	of	ADP
fbem-31297	13	16	customer	customer	NOUN
fbem-31297	13	17	trust	trust	NOUN
fbem-31297	14	1	[	[	X
fbem-31297	14	2	7	7	NUM
fbem-31297	14	3	]	]	PUNCT
fbem-31297	14	4	.	.	PUNCT
fbem-31297	15	1	to	to	PART
fbem-31297	15	2	address	address	VERB
fbem-31297	15	3	these	these	DET
fbem-31297	15	4	challenges	challenge	NOUN
fbem-31297	15	5	,	,	PUNCT
fbem-31297	15	6	mnes	mne	NOUN
fbem-31297	15	7	must	must	AUX
fbem-31297	15	8	establish	establish	VERB
fbem-31297	15	9	a	a	DET
fbem-31297	15	10	robust	robust	ADJ
fbem-31297	15	11	data	datum	NOUN
fbem-31297	15	12	management	management	NOUN
fbem-31297	15	13	framework	framework	NOUN
fbem-31297	15	14	that	that	PRON
fbem-31297	15	15	enhances	enhance	VERB
fbem-31297	15	16	governance	governance	NOUN
fbem-31297	15	17	and	and	CCONJ
fbem-31297	15	18	leverages	leverage	VERB
fbem-31297	15	19	data	datum	NOUN
fbem-31297	15	20	as	as	ADP
fbem-31297	15	21	a	a	DET
fbem-31297	15	22	strategic	strategic	ADJ
fbem-31297	15	23	asset	asset	NOUN
fbem-31297	15	24	.	.	PUNCT
fbem-31297	16	1	gb	gb	ADP
fbem-31297	16	2	/	/	SYM
fbem-31297	16	3	t	t	NOUN
fbem-31297	16	4	36073	36073	NUM
fbem-31297	16	5	-	-	SYM
fbem-31297	16	6	2018	2018	NUM
fbem-31297	16	7	(	(	PUNCT
fbem-31297	16	8	data	data	NOUN
fbem-31297	16	9	capability	capability	NOUN
fbem-31297	16	10	maturity	maturity	NOUN
fbem-31297	16	11	model	model	NOUN
fbem-31297	16	12	,	,	PUNCT
fbem-31297	16	13	dcmm	dcmm	NOUN
fbem-31297	16	14	)	)	PUNCT
fbem-31297	16	15	serves	serve	VERB
fbem-31297	16	16	as	as	ADP
fbem-31297	16	17	the	the	DET
fbem-31297	16	18	first	first	ADJ
fbem-31297	16	19	national	national	ADJ
fbem-31297	16	20	standard	standard	NOUN
fbem-31297	16	21	for	for	ADP
fbem-31297	16	22	data	data	NOUN
fbem-31297	16	23	management	management	NOUN
fbem-31297	16	24	in	in	ADP
fbem-31297	16	25	china	china	PROPN
fbem-31297	17	1	[	[	X
fbem-31297	17	2	1	1	NUM
fbem-31297	17	3	]	]	PUNCT
fbem-31297	17	4	,	,	PUNCT
fbem-31297	17	5	providing	provide	VERB
fbem-31297	17	6	both	both	CCONJ
fbem-31297	17	7	theoretical	theoretical	ADJ
fbem-31297	17	8	support	support	NOUN
fbem-31297	17	9	and	and	CCONJ
fbem-31297	17	10	practical	practical	ADJ
fbem-31297	17	11	guidance	guidance	NOUN
fbem-31297	17	12	for	for	ADP
fbem-31297	17	13	data	data	NOUN
fbem-31297	17	14	governance	governance	NOUN
fbem-31297	17	15	in	in	ADP
fbem-31297	17	16	mnes	mne	NOUN
fbem-31297	17	17	.	.	PUNCT
fbem-31297	18	1	this	this	DET
fbem-31297	18	2	model	model	NOUN
fbem-31297	18	3	outlines	outline	VERB
fbem-31297	18	4	a	a	DET
fbem-31297	18	5	structured	structured	ADJ
fbem-31297	18	6	approach	approach	NOUN
fbem-31297	18	7	to	to	ADP
fbem-31297	18	8	assessing	assess	VERB
fbem-31297	18	9	and	and	CCONJ
fbem-31297	18	10	improving	improve	VERB
fbem-31297	18	11	data	datum	NOUN
fbem-31297	18	12	management	management	NOUN
fbem-31297	18	13	practices	practice	NOUN
fbem-31297	18	14	,	,	PUNCT
fbem-31297	18	15	enabling	enable	VERB
fbem-31297	18	16	organizations	organization	NOUN
fbem-31297	18	17	to	to	PART
fbem-31297	18	18	navigate	navigate	VERB
fbem-31297	18	19	the	the	DET
fbem-31297	18	20	complexities	complexity	NOUN
fbem-31297	18	21	of	of	ADP
fbem-31297	18	22	data	datum	NOUN
fbem-31297	18	23	governance	governance	NOUN
fbem-31297	18	24	more	more	ADV
fbem-31297	18	25	effectively	effectively	ADV
fbem-31297	18	26	.	.	PUNCT
fbem-31297	19	1	the	the	DET
fbem-31297	19	2	objective	objective	NOUN
fbem-31297	19	3	of	of	ADP
fbem-31297	19	4	this	this	DET
fbem-31297	19	5	article	article	NOUN
fbem-31297	19	6	is	be	AUX
fbem-31297	19	7	to	to	PART
fbem-31297	19	8	explore	explore	VERB
fbem-31297	19	9	the	the	DET
fbem-31297	19	10	practical	practical	ADJ
fbem-31297	19	11	paths	path	NOUN
fbem-31297	19	12	for	for	ADP
fbem-31297	19	13	mnes	mne	NOUN
fbem-31297	19	14	in	in	ADP
fbem-31297	19	15	data	datum	NOUN
fbem-31297	19	16	governance	governance	NOUN
fbem-31297	19	17	,	,	PUNCT
fbem-31297	19	18	management	management	NOUN
fbem-31297	19	19	planning	planning	NOUN
fbem-31297	19	20	,	,	PUNCT
fbem-31297	19	21	and	and	CCONJ
fbem-31297	19	22	lifecycle	lifecycle	NOUN
fbem-31297	19	23	management	management	NOUN
fbem-31297	19	24	,	,	PUNCT
fbem-31297	19	25	offering	offer	VERB
fbem-31297	19	26	insights	insight	NOUN
fbem-31297	19	27	and	and	CCONJ
fbem-31297	19	28	actionable	actionable	ADJ
fbem-31297	19	29	recommendations	recommendation	NOUN
fbem-31297	19	30	based	base	VERB
fbem-31297	19	31	on	on	ADP
fbem-31297	19	32	the	the	DET
fbem-31297	19	33	gb	gb	PROPN
fbem-31297	19	34	/	/	SYM
fbem-31297	19	35	t	t	NOUN
fbem-31297	19	36	36073	36073	NUM
fbem-31297	19	37	-	-	SYM
fbem-31297	19	38	2018	2018	NUM
fbem-31297	19	39	model	model	NOUN
fbem-31297	19	40	to	to	PART
fbem-31297	19	41	enhance	enhance	VERB
fbem-31297	19	42	data	data	NOUN
fbem-31297	19	43	management	management	NOUN
fbem-31297	19	44	in	in	ADP
fbem-31297	19	45	a	a	DET
fbem-31297	19	46	complex	complex	ADJ
fbem-31297	19	47	global	global	ADJ
fbem-31297	19	48	landscape	landscape	NOUN
fbem-31297	19	49	.	.	PUNCT
fbem-31297	20	1	2	2	X
fbem-31297	20	2	.	.	X
fbem-31297	20	3	core	core	NOUN
fbem-31297	20	4	elements	element	NOUN
fbem-31297	20	5	of	of	ADP
fbem-31297	20	6	data	datum	NOUN
fbem-31297	20	7	management	management	NOUN
fbem-31297	20	8	data	datum	NOUN
fbem-31297	20	9	management	management	NOUN
fbem-31297	20	10	is	be	AUX
fbem-31297	20	11	crucial	crucial	ADJ
fbem-31297	20	12	for	for	SCONJ
fbem-31297	20	13	multinational	multinational	ADJ
fbem-31297	20	14	enterprises	enterprise	NOUN
fbem-31297	20	15	(	(	PUNCT
fbem-31297	20	16	mnes	mne	NOUN
fbem-31297	20	17	)	)	PUNCT
fbem-31297	20	18	to	to	PART
fbem-31297	20	19	ensure	ensure	VERB
fbem-31297	20	20	effective	effective	ADJ
fbem-31297	20	21	decision	decision	NOUN
fbem-31297	20	22	-	-	PUNCT
fbem-31297	20	23	making	making	NOUN
fbem-31297	20	24	,	,	PUNCT
fbem-31297	20	25	compliance	compliance	NOUN
fbem-31297	20	26	,	,	PUNCT
fbem-31297	20	27	and	and	CCONJ
fbem-31297	20	28	operational	operational	ADJ
fbem-31297	20	29	efficiency	efficiency	NOUN
fbem-31297	20	30	.	.	PUNCT
fbem-31297	21	1	proper	proper	ADJ
fbem-31297	21	2	data	datum	NOUN
fbem-31297	21	3	management	management	NOUN
fbem-31297	21	4	practices	practice	NOUN
fbem-31297	21	5	enable	enable	VERB
fbem-31297	21	6	organizations	organization	NOUN
fbem-31297	21	7	to	to	PART
fbem-31297	21	8	leverage	leverage	VERB
fbem-31297	21	9	data	datum	NOUN
fbem-31297	21	10	as	as	ADP
fbem-31297	21	11	a	a	DET
fbem-31297	21	12	strategic	strategic	ADJ
fbem-31297	21	13	asset	asset	NOUN
fbem-31297	21	14	,	,	PUNCT
fbem-31297	21	15	driving	drive	VERB
fbem-31297	21	16	innovation	innovation	NOUN
fbem-31297	21	17	and	and	CCONJ
fbem-31297	21	18	competitive	competitive	ADJ
fbem-31297	21	19	advantage	advantage	NOUN
fbem-31297	21	20	.	.	PUNCT
fbem-31297	22	1	the	the	DET
fbem-31297	22	2	gb	gb	PROPN
fbem-31297	22	3	/	/	SYM
fbem-31297	22	4	t	t	NOUN
fbem-31297	22	5	36073	36073	NUM
fbem-31297	22	6	-	-	SYM
fbem-31297	22	7	2018	2018	NUM
fbem-31297	22	8	assessment	assessment	NOUN
fbem-31297	22	9	model	model	NOUN
fbem-31297	22	10	provides	provide	VERB
fbem-31297	22	11	a	a	DET
fbem-31297	22	12	structured	structured	ADJ
fbem-31297	22	13	framework	framework	NOUN
fbem-31297	22	14	for	for	ADP
fbem-31297	22	15	evaluating	evaluate	VERB
fbem-31297	22	16	and	and	CCONJ
fbem-31297	22	17	improving	improve	VERB
fbem-31297	22	18	data	datum	NOUN
fbem-31297	22	19	management	management	NOUN
fbem-31297	22	20	practices	practice	NOUN
fbem-31297	22	21	within	within	ADP
fbem-31297	22	22	organizations	organization	NOUN
fbem-31297	22	23	[	[	X
fbem-31297	22	24	1	1	NUM
fbem-31297	22	25	]	]	PUNCT
fbem-31297	22	26	.	.	PUNCT
fbem-31297	23	1	it	it	PRON
fbem-31297	23	2	helps	help	VERB
fbem-31297	23	3	organizations	organization	NOUN
fbem-31297	23	4	assess	assess	VERB
fbem-31297	23	5	their	their	PRON
fbem-31297	23	6	capabilities	capability	NOUN
fbem-31297	23	7	and	and	CCONJ
fbem-31297	23	8	identify	identify	VERB
fbem-31297	23	9	improvement	improvement	NOUN
fbem-31297	23	10	areas	area	NOUN
fbem-31297	23	11	across	across	ADP
fbem-31297	23	12	key	key	ADJ
fbem-31297	23	13	dimensions	dimension	NOUN
fbem-31297	23	14	,	,	PUNCT
fbem-31297	23	15	including	include	VERB
fbem-31297	23	16	data	data	NOUN
fbem-31297	23	17	governance	governance	NOUN
fbem-31297	23	18	,	,	PUNCT
fbem-31297	23	19	lifecycle	lifecycle	NOUN
fbem-31297	23	20	management	management	NOUN
fbem-31297	23	21	,	,	PUNCT
fbem-31297	23	22	quality	quality	NOUN
fbem-31297	23	23	,	,	PUNCT
fbem-31297	23	24	and	and	CCONJ
fbem-31297	23	25	security	security	NOUN
fbem-31297	23	26	,	,	PUNCT
fbem-31297	23	27	enabling	enable	VERB
fbem-31297	23	28	benchmarking	benchmarke	VERB
fbem-31297	23	29	against	against	ADP
fbem-31297	23	30	industry	industry	NOUN
fbem-31297	23	31	standards	standard	NOUN
fbem-31297	23	32	.	.	PUNCT
fbem-31297	24	1	2.1	2.1	NUM
fbem-31297	24	2	.	.	PUNCT
fbem-31297	24	3	data	datum	NOUN
fbem-31297	24	4	governance	governance	NOUN
fbem-31297	24	5	framework	framework	NOUN
fbem-31297	24	6	data	datum	NOUN
fbem-31297	24	7	governance	governance	NOUN
fbem-31297	24	8	is	be	AUX
fbem-31297	24	9	a	a	DET
fbem-31297	24	10	critical	critical	ADJ
fbem-31297	24	11	component	component	NOUN
fbem-31297	24	12	of	of	ADP
fbem-31297	24	13	effective	effective	ADJ
fbem-31297	24	14	data	datum	NOUN
fbem-31297	24	15	management	management	NOUN
fbem-31297	24	16	,	,	PUNCT
fbem-31297	24	17	particularly	particularly	ADV
fbem-31297	24	18	for	for	ADP
fbem-31297	24	19	multinational	multinational	ADJ
fbem-31297	24	20	enterprises	enterprise	NOUN
fbem-31297	24	21	(	(	PUNCT
fbem-31297	24	22	mnes	mne	NOUN
fbem-31297	24	23	)	)	PUNCT
fbem-31297	24	24	operating	operate	VERB
fbem-31297	24	25	in	in	ADP
fbem-31297	24	26	diverse	diverse	ADJ
fbem-31297	24	27	regulatory	regulatory	ADJ
fbem-31297	24	28	environments	environment	NOUN
fbem-31297	24	29	and	and	CCONJ
fbem-31297	24	30	complex	complex	ADJ
fbem-31297	24	31	organizational	organizational	ADJ
fbem-31297	24	32	structures	structure	NOUN
fbem-31297	24	33	.	.	PUNCT
fbem-31297	25	1	a	a	DET
fbem-31297	25	2	robust	robust	ADJ
fbem-31297	25	3	data	datum	NOUN
fbem-31297	25	4	governance	governance	NOUN
fbem-31297	25	5	framework	framework	NOUN
fbem-31297	25	6	ensures	ensure	VERB
fbem-31297	25	7	that	that	SCONJ
fbem-31297	25	8	data	datum	NOUN
fbem-31297	25	9	is	be	AUX
fbem-31297	25	10	managed	manage	VERB
fbem-31297	25	11	as	as	ADP
fbem-31297	25	12	a	a	DET
fbem-31297	25	13	strategic	strategic	ADJ
fbem-31297	25	14	asset	asset	NOUN
fbem-31297	25	15	,	,	PUNCT
fbem-31297	25	16	aligning	align	VERB
fbem-31297	25	17	data	data	NOUN
fbem-31297	25	18	management	management	NOUN
fbem-31297	25	19	practices	practice	NOUN
fbem-31297	25	20	with	with	ADP
fbem-31297	25	21	business	business	NOUN
fbem-31297	25	22	objectives	objective	NOUN
fbem-31297	25	23	and	and	CCONJ
fbem-31297	25	24	compliance	compliance	NOUN
fbem-31297	25	25	requirements	requirement	NOUN
fbem-31297	25	26	[	[	X
fbem-31297	25	27	6	6	NUM
fbem-31297	25	28	]	]	PUNCT
fbem-31297	25	29	.	.	PUNCT
fbem-31297	26	1	the	the	DET
fbem-31297	26	2	key	key	ADJ
fbem-31297	26	3	elements	element	NOUN
fbem-31297	26	4	of	of	ADP
fbem-31297	26	5	a	a	DET
fbem-31297	26	6	data	data	NOUN
fbem-31297	26	7	governance	governance	NOUN
fbem-31297	26	8	framework	framework	NOUN
fbem-31297	26	9	include	include	VERB
fbem-31297	26	10	[	[	X
fbem-31297	26	11	8	8	NUM
fbem-31297	26	12	]	]	SYM
fbem-31297	26	13	:	:	PUNCT
fbem-31297	26	14	94	94	NUM
fbem-31297	26	15	table	table	NOUN
fbem-31297	26	16	1	1	NUM
fbem-31297	26	17	.	.	PUNCT
fbem-31297	26	18	key	key	ADJ
fbem-31297	26	19	elements	element	NOUN
fbem-31297	26	20	of	of	ADP
fbem-31297	26	21	data	datum	NOUN
fbem-31297	26	22	governance	governance	NOUN
fbem-31297	26	23	framework	framework	NOUN
fbem-31297	26	24	element	element	NOUN
fbem-31297	26	25	description	description	NOUN
fbem-31297	26	26	roles	role	NOUN
fbem-31297	26	27	and	and	CCONJ
fbem-31297	26	28	responsibilities	responsibility	NOUN
fbem-31297	26	29	defined	define	VERB
fbem-31297	26	30	roles	role	NOUN
fbem-31297	26	31	such	such	ADJ
fbem-31297	26	32	as	as	ADP
fbem-31297	26	33	data	datum	NOUN
fbem-31297	26	34	stewards	steward	NOUN
fbem-31297	26	35	,	,	PUNCT
fbem-31297	26	36	data	datum	NOUN
fbem-31297	26	37	owners	owner	NOUN
fbem-31297	26	38	,	,	PUNCT
fbem-31297	26	39	and	and	CCONJ
fbem-31297	26	40	governance	governance	NOUN
fbem-31297	26	41	committees	committee	NOUN
fbem-31297	26	42	responsible	responsible	ADJ
fbem-31297	26	43	for	for	ADP
fbem-31297	26	44	data	data	NOUN
fbem-31297	26	45	management	management	NOUN
fbem-31297	26	46	.	.	PUNCT
fbem-31297	27	1	data	datum	NOUN
fbem-31297	27	2	policies	policy	NOUN
fbem-31297	27	3	established	establish	VERB
fbem-31297	27	4	guidelines	guideline	NOUN
fbem-31297	27	5	governing	govern	VERB
fbem-31297	27	6	data	datum	NOUN
fbem-31297	27	7	access	access	NOUN
fbem-31297	27	8	,	,	PUNCT
fbem-31297	27	9	usage	usage	NOUN
fbem-31297	27	10	,	,	PUNCT
fbem-31297	27	11	sharing	sharing	NOUN
fbem-31297	27	12	,	,	PUNCT
fbem-31297	27	13	and	and	CCONJ
fbem-31297	27	14	retention	retention	NOUN
fbem-31297	27	15	across	across	ADP
fbem-31297	27	16	the	the	DET
fbem-31297	27	17	organizati9on	organizati9on	PROPN
fbem-31297	27	18	.	.	PROPN
fbem-31297	27	19	data	datum	NOUN
fbem-31297	27	20	asset	asset	NOUN
fbem-31297	27	21	catalog	catalog	NOUN
fbem-31297	27	22	a	a	DET
fbem-31297	27	23	centralized	centralized	ADJ
fbem-31297	27	24	repository	repository	NOUN
fbem-31297	27	25	that	that	PRON
fbem-31297	27	26	provides	provide	VERB
fbem-31297	27	27	visibility	visibility	NOUN
fbem-31297	27	28	into	into	ADP
fbem-31297	27	29	the	the	DET
fbem-31297	27	30	organization	organization	NOUN
fbem-31297	27	31	’s	’s	PART
fbem-31297	27	32	data	datum	NOUN
fbem-31297	27	33	assets	asset	NOUN
fbem-31297	27	34	and	and	CCONJ
fbem-31297	27	35	their	their	PRON
fbem-31297	27	36	usage	usage	NOUN
fbem-31297	27	37	.	.	PUNCT
fbem-31297	28	1	data	datum	NOUN
fbem-31297	28	2	quality	quality	NOUN
fbem-31297	28	3	standards	standard	NOUN
fbem-31297	28	4	criteria	criterion	NOUN
fbem-31297	28	5	and	and	CCONJ
fbem-31297	28	6	metrics	metric	NOUN
fbem-31297	28	7	for	for	ADP
fbem-31297	28	8	ensuring	ensure	VERB
fbem-31297	28	9	the	the	DET
fbem-31297	28	10	accuracy	accuracy	NOUN
fbem-31297	28	11	,	,	PUNCT
fbem-31297	28	12	consistency	consistency	NOUN
fbem-31297	28	13	,	,	PUNCT
fbem-31297	28	14	and	and	CCONJ
fbem-31297	28	15	reliability	reliability	NOUN
fbem-31297	28	16	of	of	ADP
fbem-31297	28	17	data	datum	NOUN
fbem-31297	28	18	.	.	PUNCT
fbem-31297	29	1	data	datum	NOUN
fbem-31297	29	2	security	security	NOUN
fbem-31297	29	3	measures	measure	NOUN
fbem-31297	29	4	policies	policy	NOUN
fbem-31297	29	5	and	and	CCONJ
fbem-31297	29	6	practices	practice	NOUN
fbem-31297	29	7	to	to	PART
fbem-31297	29	8	protect	protect	VERB
fbem-31297	29	9	sensitive	sensitive	ADJ
fbem-31297	29	10	data	datum	NOUN
fbem-31297	29	11	and	and	CCONJ
fbem-31297	29	12	ensure	ensure	VERB
fbem-31297	29	13	privacy	privacy	NOUN
fbem-31297	29	14	compliance	compliance	NOUN
fbem-31297	29	15	.	.	PUNCT
fbem-31297	30	1	training	training	NOUN
fbem-31297	30	2	and	and	CCONJ
fbem-31297	30	3	awareness	awareness	NOUN
fbem-31297	30	4	programs	program	NOUN
fbem-31297	30	5	to	to	PART
fbem-31297	30	6	educate	educate	VERB
fbem-31297	30	7	employees	employee	NOUN
fbem-31297	30	8	about	about	ADP
fbem-31297	30	9	data	datum	NOUN
fbem-31297	30	10	governance	governance	NOUN
fbem-31297	30	11	policies	policy	NOUN
fbem-31297	30	12	,	,	PUNCT
fbem-31297	30	13	roles	role	NOUN
fbem-31297	30	14	,	,	PUNCT
fbem-31297	30	15	and	and	CCONJ
fbem-31297	30	16	best	good	ADJ
fbem-31297	30	17	practices	practice	NOUN
fbem-31297	30	18	.	.	PUNCT
fbem-31297	31	1	master	master	NOUN
fbem-31297	31	2	data	data	PROPN
fbem-31297	31	3	management	management	NOUN
fbem-31297	31	4	processes	process	NOUN
fbem-31297	31	5	and	and	CCONJ
fbem-31297	31	6	tools	tool	NOUN
fbem-31297	31	7	for	for	ADP
fbem-31297	31	8	managing	manage	VERB
fbem-31297	31	9	critical	critical	ADJ
fbem-31297	31	10	data	datum	NOUN
fbem-31297	31	11	entities	entity	NOUN
fbem-31297	31	12	to	to	PART
fbem-31297	31	13	ensure	ensure	VERB
fbem-31297	31	14	consistency	consistency	NOUN
fbem-31297	31	15	and	and	CCONJ
fbem-31297	31	16	accuracy	accuracy	NOUN
fbem-31297	31	17	across	across	ADP
fbem-31297	31	18	the	the	DET
fbem-31297	31	19	organization	organization	NOUN
fbem-31297	31	20	.	.	PUNCT
fbem-31297	32	1	data	datum	NOUN
fbem-31297	32	2	standards	standard	NOUN
fbem-31297	32	3	management	management	NOUN
fbem-31297	32	4	establishing	establish	VERB
fbem-31297	32	5	and	and	CCONJ
fbem-31297	32	6	maintaining	maintain	VERB
fbem-31297	32	7	data	data	NOUN
fbem-31297	32	8	standards	standard	NOUN
fbem-31297	32	9	to	to	PART
fbem-31297	32	10	ensure	ensure	VERB
fbem-31297	32	11	uniformity	uniformity	NOUN
fbem-31297	32	12	and	and	CCONJ
fbem-31297	32	13	interoperability	interoperability	NOUN
fbem-31297	32	14	of	of	ADP
fbem-31297	32	15	data	datum	NOUN
fbem-31297	32	16	across	across	ADP
fbem-31297	32	17	systems	system	NOUN
fbem-31297	32	18	.	.	PUNCT
fbem-31297	33	1	data	datum	NOUN
fbem-31297	33	2	analysis	analysis	NOUN
fbem-31297	33	3	support	support	NOUN
fbem-31297	33	4	providing	provide	VERB
fbem-31297	33	5	tools	tool	NOUN
fbem-31297	33	6	and	and	CCONJ
fbem-31297	33	7	frameworks	framework	NOUN
fbem-31297	33	8	to	to	PART
fbem-31297	33	9	facilitate	facilitate	VERB
fbem-31297	33	10	data	datum	NOUN
fbem-31297	33	11	analysis	analysis	NOUN
fbem-31297	33	12	,	,	PUNCT
fbem-31297	33	13	enabling	enable	VERB
fbem-31297	33	14	informed	informed	ADJ
fbem-31297	33	15	decision	decision	NOUN
fbem-31297	33	16	-	-	PUNCT
fbem-31297	33	17	making	make	VERB
fbem-31297	33	18	and	and	CCONJ
fbem-31297	33	19	strategic	strategic	ADJ
fbem-31297	33	20	insights	insight	NOUN
fbem-31297	33	21	[	[	X
fbem-31297	33	22	4	4	NUM
fbem-31297	33	23	]	]	PUNCT
fbem-31297	33	24	.	.	PUNCT
fbem-31297	34	1	as	as	SCONJ
fbem-31297	34	2	organizations	organization	NOUN
fbem-31297	34	3	increasingly	increasingly	ADV
fbem-31297	34	4	recognize	recognize	VERB
fbem-31297	34	5	the	the	DET
fbem-31297	34	6	critical	critical	ADJ
fbem-31297	34	7	role	role	NOUN
fbem-31297	34	8	of	of	ADP
fbem-31297	34	9	data	datum	NOUN
fbem-31297	34	10	governance	governance	NOUN
fbem-31297	34	11	in	in	ADP
fbem-31297	34	12	managing	manage	VERB
fbem-31297	34	13	their	their	PRON
fbem-31297	34	14	data	datum	NOUN
fbem-31297	34	15	as	as	ADP
fbem-31297	34	16	a	a	DET
fbem-31297	34	17	strategic	strategic	ADJ
fbem-31297	34	18	asset	asset	NOUN
fbem-31297	34	19	,	,	PUNCT
fbem-31297	34	20	it	it	PRON
fbem-31297	34	21	becomes	become	VERB
fbem-31297	34	22	essential	essential	ADJ
fbem-31297	34	23	to	to	PART
fbem-31297	34	24	not	not	PART
fbem-31297	34	25	only	only	ADV
fbem-31297	34	26	establish	establish	VERB
fbem-31297	34	27	a	a	DET
fbem-31297	34	28	robust	robust	ADJ
fbem-31297	34	29	framework	framework	NOUN
fbem-31297	34	30	but	but	CCONJ
fbem-31297	34	31	also	also	ADV
fbem-31297	34	32	to	to	PART
fbem-31297	34	33	implement	implement	VERB
fbem-31297	34	34	effective	effective	ADJ
fbem-31297	34	35	practices	practice	NOUN
fbem-31297	34	36	that	that	PRON
fbem-31297	34	37	ensure	ensure	VERB
fbem-31297	34	38	its	its	PRON
fbem-31297	34	39	success	success	NOUN
fbem-31297	34	40	.	.	PUNCT
fbem-31297	35	1	2.1.1	2.1.1	X
fbem-31297	35	2	.	.	PUNCT
fbem-31297	35	3	governance	governance	NOUN
fbem-31297	35	4	objectives	objective	NOUN
fbem-31297	35	5	and	and	CCONJ
fbem-31297	35	6	role	role	NOUN
fbem-31297	35	7	allocation	allocation	NOUN
fbem-31297	35	8	1	1	NUM
fbem-31297	35	9	)	)	PUNCT
fbem-31297	35	10	define	define	VERB
fbem-31297	35	11	clear	clear	ADJ
fbem-31297	35	12	governance	governance	NOUN
fbem-31297	35	13	objectives	objective	NOUN
fbem-31297	35	14	:	:	PUNCT
fbem-31297	35	15	organizations	organization	NOUN
fbem-31297	35	16	should	should	AUX
fbem-31297	35	17	set	set	VERB
fbem-31297	35	18	specific	specific	ADJ
fbem-31297	35	19	,	,	PUNCT
fbem-31297	35	20	measurable	measurable	ADJ
fbem-31297	35	21	,	,	PUNCT
fbem-31297	35	22	achievable	achievable	ADJ
fbem-31297	35	23	,	,	PUNCT
fbem-31297	35	24	relevant	relevant	ADJ
fbem-31297	35	25	,	,	PUNCT
fbem-31297	35	26	and	and	CCONJ
fbem-31297	35	27	time	time	NOUN
fbem-31297	35	28	-	-	PUNCT
fbem-31297	35	29	bound	bind	VERB
fbem-31297	35	30	(	(	PUNCT
fbem-31297	35	31	smart	smart	ADJ
fbem-31297	35	32	)	)	PUNCT
fbem-31297	35	33	objectives	objective	NOUN
fbem-31297	35	34	for	for	ADP
fbem-31297	35	35	their	their	PRON
fbem-31297	35	36	data	datum	NOUN
fbem-31297	35	37	governance	governance	NOUN
fbem-31297	35	38	initiatives	initiative	NOUN
fbem-31297	35	39	[	[	X
fbem-31297	35	40	6	6	NUM
fbem-31297	35	41	]	]	PUNCT
fbem-31297	35	42	.	.	PUNCT
fbem-31297	36	1	for	for	ADP
fbem-31297	36	2	example	example	NOUN
fbem-31297	36	3	,	,	PUNCT
fbem-31297	36	4	a	a	DET
fbem-31297	36	5	multinational	multinational	ADJ
fbem-31297	36	6	retail	retail	ADJ
fbem-31297	36	7	company	company	NOUN
fbem-31297	36	8	like	like	ADP
fbem-31297	36	9	walmart	walmart	PROPN
fbem-31297	36	10	has	have	AUX
fbem-31297	36	11	established	establish	VERB
fbem-31297	36	12	governance	governance	NOUN
fbem-31297	36	13	objectives	objective	NOUN
fbem-31297	36	14	that	that	PRON
fbem-31297	36	15	focus	focus	VERB
fbem-31297	36	16	on	on	ADP
fbem-31297	36	17	improving	improve	VERB
fbem-31297	36	18	data	datum	NOUN
fbem-31297	36	19	quality	quality	NOUN
fbem-31297	36	20	and	and	CCONJ
fbem-31297	36	21	compliance	compliance	NOUN
fbem-31297	36	22	across	across	ADP
fbem-31297	36	23	its	its	PRON
fbem-31297	36	24	global	global	ADJ
fbem-31297	36	25	operations	operation	NOUN
fbem-31297	36	26	.	.	PUNCT
fbem-31297	37	1	by	by	ADP
fbem-31297	37	2	setting	set	VERB
fbem-31297	37	3	a	a	DET
fbem-31297	37	4	goal	goal	NOUN
fbem-31297	37	5	to	to	PART
fbem-31297	37	6	reduce	reduce	VERB
fbem-31297	37	7	data	data	NOUN
fbem-31297	37	8	errors	error	NOUN
fbem-31297	37	9	by	by	ADP
fbem-31297	37	10	30	30	NUM
fbem-31297	37	11	%	%	NOUN
fbem-31297	37	12	within	within	ADP
fbem-31297	37	13	a	a	DET
fbem-31297	37	14	year	year	NOUN
fbem-31297	37	15	,	,	PUNCT
fbem-31297	37	16	walmart	walmart	PROPN
fbem-31297	37	17	can	can	AUX
fbem-31297	37	18	track	track	VERB
fbem-31297	37	19	progress	progress	NOUN
fbem-31297	37	20	and	and	CCONJ
fbem-31297	37	21	make	make	VERB
fbem-31297	37	22	necessary	necessary	ADJ
fbem-31297	37	23	adjustments	adjustment	NOUN
fbem-31297	37	24	to	to	ADP
fbem-31297	37	25	its	its	PRON
fbem-31297	37	26	data	data	NOUN
fbem-31297	37	27	governance	governance	NOUN
fbem-31297	37	28	strategies	strategy	NOUN
fbem-31297	37	29	.	.	PUNCT
fbem-31297	38	1	2	2	X
fbem-31297	38	2	)	)	PUNCT
fbem-31297	38	3	role	role	NOUN
fbem-31297	38	4	allocation	allocation	NOUN
fbem-31297	38	5	and	and	CCONJ
fbem-31297	38	6	accountability	accountability	NOUN
fbem-31297	38	7	:	:	PUNCT
fbem-31297	38	8	clearly	clearly	ADV
fbem-31297	38	9	defining	define	VERB
fbem-31297	38	10	roles	role	NOUN
fbem-31297	38	11	and	and	CCONJ
fbem-31297	38	12	responsibilities	responsibility	NOUN
fbem-31297	38	13	is	be	AUX
fbem-31297	38	14	crucial	crucial	ADJ
fbem-31297	38	15	for	for	ADP
fbem-31297	38	16	effective	effective	ADJ
fbem-31297	38	17	data	datum	NOUN
fbem-31297	38	18	governance	governance	NOUN
fbem-31297	38	19	.	.	PUNCT
fbem-31297	39	1	for	for	ADP
fbem-31297	39	2	instance	instance	NOUN
fbem-31297	39	3	,	,	PUNCT
fbem-31297	39	4	a	a	DET
fbem-31297	39	5	financial	financial	ADJ
fbem-31297	39	6	services	service	NOUN
fbem-31297	39	7	firm	firm	NOUN
fbem-31297	39	8	like	like	ADP
fbem-31297	39	9	jpmorgan	jpmorgan	PROPN
fbem-31297	39	10	chase	chase	PROPN
fbem-31297	39	11	has	have	AUX
fbem-31297	39	12	appointed	appoint	VERB
fbem-31297	39	13	data	datum	NOUN
fbem-31297	39	14	stewards	steward	NOUN
fbem-31297	39	15	within	within	ADP
fbem-31297	39	16	each	each	DET
fbem-31297	39	17	business	business	NOUN
fbem-31297	39	18	unit	unit	NOUN
fbem-31297	39	19	who	who	PRON
fbem-31297	39	20	are	be	AUX
fbem-31297	39	21	responsible	responsible	ADJ
fbem-31297	39	22	for	for	ADP
fbem-31297	39	23	managing	manage	VERB
fbem-31297	39	24	data	datum	NOUN
fbem-31297	39	25	quality	quality	NOUN
fbem-31297	39	26	and	and	CCONJ
fbem-31297	39	27	compliance	compliance	NOUN
fbem-31297	39	28	.	.	PUNCT
fbem-31297	40	1	these	these	DET
fbem-31297	40	2	stewards	steward	NOUN
fbem-31297	40	3	work	work	VERB
fbem-31297	40	4	closely	closely	ADV
fbem-31297	40	5	with	with	ADP
fbem-31297	40	6	data	datum	NOUN
fbem-31297	40	7	owners	owner	NOUN
fbem-31297	40	8	and	and	CCONJ
fbem-31297	40	9	governance	governance	NOUN
fbem-31297	40	10	committees	committee	NOUN
fbem-31297	40	11	to	to	PART
fbem-31297	40	12	ensure	ensure	VERB
fbem-31297	40	13	that	that	SCONJ
fbem-31297	40	14	data	datum	NOUN
fbem-31297	40	15	management	management	NOUN
fbem-31297	40	16	practices	practice	NOUN
fbem-31297	40	17	align	align	VERB
fbem-31297	40	18	with	with	ADP
fbem-31297	40	19	the	the	DET
fbem-31297	40	20	organization	organization	NOUN
fbem-31297	40	21	’s	’s	PART
fbem-31297	40	22	overall	overall	ADJ
fbem-31297	40	23	strategy	strategy	NOUN
fbem-31297	40	24	.	.	PUNCT
fbem-31297	41	1	this	this	DET
fbem-31297	41	2	role	role	NOUN
fbem-31297	41	3	allocation	allocation	NOUN
fbem-31297	41	4	fosters	foster	VERB
fbem-31297	41	5	accountability	accountability	NOUN
fbem-31297	41	6	and	and	CCONJ
fbem-31297	41	7	ensures	ensure	VERB
fbem-31297	41	8	that	that	SCONJ
fbem-31297	41	9	data	datum	NOUN
fbem-31297	41	10	governance	governance	NOUN
fbem-31297	41	11	is	be	AUX
fbem-31297	41	12	integrated	integrate	VERB
fbem-31297	41	13	into	into	ADP
fbem-31297	41	14	daily	daily	ADJ
fbem-31297	41	15	operations	operation	NOUN
fbem-31297	41	16	.	.	PUNCT
fbem-31297	42	1	3	3	X
fbem-31297	42	2	)	)	PUNCT
fbem-31297	42	3	establish	establish	VERB
fbem-31297	42	4	a	a	DET
fbem-31297	42	5	governance	governance	NOUN
fbem-31297	42	6	committee	committee	NOUN
fbem-31297	42	7	:	:	PUNCT
fbem-31297	42	8	forming	form	VERB
fbem-31297	42	9	a	a	DET
fbem-31297	42	10	crossfunctional	crossfunctional	ADJ
fbem-31297	42	11	governance	governance	NOUN
fbem-31297	42	12	committee	committee	NOUN
fbem-31297	42	13	that	that	PRON
fbem-31297	42	14	includes	include	VERB
fbem-31297	42	15	representatives	representative	NOUN
fbem-31297	42	16	from	from	ADP
fbem-31297	42	17	it	it	PRON
fbem-31297	42	18	,	,	PUNCT
fbem-31297	42	19	compliance	compliance	NOUN
fbem-31297	42	20	,	,	PUNCT
fbem-31297	42	21	legal	legal	ADJ
fbem-31297	42	22	,	,	PUNCT
fbem-31297	42	23	and	and	CCONJ
fbem-31297	42	24	business	business	NOUN
fbem-31297	42	25	units	unit	NOUN
fbem-31297	42	26	can	can	AUX
fbem-31297	42	27	enhance	enhance	VERB
fbem-31297	42	28	collaboration	collaboration	NOUN
fbem-31297	42	29	and	and	CCONJ
fbem-31297	42	30	decision	decision	NOUN
fbem-31297	42	31	-	-	PUNCT
fbem-31297	42	32	making	making	NOUN
fbem-31297	42	33	.	.	PUNCT
fbem-31297	43	1	for	for	ADP
fbem-31297	43	2	example	example	NOUN
fbem-31297	43	3	,	,	PUNCT
fbem-31297	43	4	procter	procter	PROPN
fbem-31297	43	5	&	&	CCONJ
fbem-31297	43	6	gamble	gamble	PROPN
fbem-31297	43	7	has	have	VERB
fbem-31297	43	8	a	a	DET
fbem-31297	43	9	data	data	NOUN
fbem-31297	43	10	governance	governance	NOUN
fbem-31297	43	11	council	council	NOUN
fbem-31297	43	12	that	that	PRON
fbem-31297	43	13	meets	meet	VERB
fbem-31297	43	14	regularly	regularly	ADV
fbem-31297	43	15	to	to	PART
fbem-31297	43	16	review	review	VERB
fbem-31297	43	17	data	datum	NOUN
fbem-31297	43	18	policies	policy	NOUN
fbem-31297	43	19	,	,	PUNCT
fbem-31297	43	20	assess	assess	VERB
fbem-31297	43	21	compliance	compliance	NOUN
fbem-31297	43	22	risks	risk	NOUN
fbem-31297	43	23	,	,	PUNCT
fbem-31297	43	24	and	and	CCONJ
fbem-31297	43	25	address	address	VERB
fbem-31297	43	26	data	data	NOUN
fbem-31297	43	27	-	-	PUNCT
fbem-31297	43	28	related	relate	VERB
fbem-31297	43	29	challenges	challenge	NOUN
fbem-31297	43	30	.	.	PUNCT
fbem-31297	44	1	this	this	DET
fbem-31297	44	2	committee	committee	NOUN
fbem-31297	44	3	structure	structure	NOUN
fbem-31297	44	4	allows	allow	VERB
fbem-31297	44	5	for	for	ADP
fbem-31297	44	6	diverse	diverse	ADJ
fbem-31297	44	7	perspectives	perspective	NOUN
fbem-31297	44	8	and	and	CCONJ
fbem-31297	44	9	ensures	ensure	VERB
fbem-31297	44	10	that	that	SCONJ
fbem-31297	44	11	data	datum	NOUN
fbem-31297	44	12	governance	governance	NOUN
fbem-31297	44	13	aligns	align	VERB
fbem-31297	44	14	with	with	ADP
fbem-31297	44	15	business	business	NOUN
fbem-31297	44	16	objectives	objective	NOUN
fbem-31297	44	17	.	.	PUNCT
fbem-31297	45	1	2.1.2	2.1.2	X
fbem-31297	45	2	.	.	NOUN
fbem-31297	45	3	data	datum	NOUN
fbem-31297	45	4	asset	asset	NOUN
fbem-31297	45	5	catalog	catalog	NOUN
fbem-31297	45	6	and	and	CCONJ
fbem-31297	45	7	business	business	NOUN
fbem-31297	45	8	collaboration	collaboration	NOUN
fbem-31297	45	9	1	1	NUM
fbem-31297	45	10	)	)	PUNCT
fbem-31297	45	11	develop	develop	VERB
fbem-31297	45	12	a	a	DET
fbem-31297	45	13	comprehensive	comprehensive	ADJ
fbem-31297	45	14	data	data	NOUN
fbem-31297	45	15	asset	asset	NOUN
fbem-31297	45	16	catalog	catalog	NOUN
fbem-31297	45	17	:	:	PUNCT
fbem-31297	45	18	organizations	organization	NOUN
fbem-31297	45	19	should	should	AUX
fbem-31297	45	20	create	create	VERB
fbem-31297	45	21	a	a	DET
fbem-31297	45	22	centralized	centralized	ADJ
fbem-31297	45	23	data	data	NOUN
fbem-31297	45	24	asset	asset	NOUN
fbem-31297	45	25	catalog	catalog	NOUN
fbem-31297	45	26	that	that	PRON
fbem-31297	45	27	provides	provide	VERB
fbem-31297	45	28	visibility	visibility	NOUN
fbem-31297	45	29	into	into	ADP
fbem-31297	45	30	all	all	DET
fbem-31297	45	31	data	datum	NOUN
fbem-31297	45	32	assets	asset	NOUN
fbem-31297	45	33	,	,	PUNCT
fbem-31297	45	34	including	include	VERB
fbem-31297	45	35	their	their	PRON
fbem-31297	45	36	sources	source	NOUN
fbem-31297	45	37	,	,	PUNCT
fbem-31297	45	38	formats	format	NOUN
fbem-31297	45	39	,	,	PUNCT
fbem-31297	45	40	and	and	CCONJ
fbem-31297	45	41	usage	usage	NOUN
fbem-31297	46	1	[	[	X
fbem-31297	46	2	2	2	NUM
fbem-31297	46	3	]	]	PUNCT
fbem-31297	46	4	.	.	PUNCT
fbem-31297	47	1	for	for	ADP
fbem-31297	47	2	example	example	NOUN
fbem-31297	47	3	,	,	PUNCT
fbem-31297	47	4	the	the	DET
fbem-31297	47	5	healthcare	healthcare	NOUN
fbem-31297	47	6	provider	provider	NOUN
fbem-31297	47	7	kaiser	kaiser	PROPN
fbem-31297	47	8	permanente	permanente	PROPN
fbem-31297	47	9	has	have	AUX
fbem-31297	47	10	implemented	implement	VERB
fbem-31297	47	11	a	a	DET
fbem-31297	47	12	data	datum	NOUN
fbem-31297	47	13	asset	asset	NOUN
fbem-31297	47	14	catalog	catalog	NOUN
fbem-31297	47	15	that	that	PRON
fbem-31297	47	16	links	link	VERB
fbem-31297	47	17	clinical	clinical	ADJ
fbem-31297	47	18	data	datum	NOUN
fbem-31297	47	19	to	to	ADP
fbem-31297	47	20	business	business	NOUN
fbem-31297	47	21	processes	process	NOUN
fbem-31297	47	22	,	,	PUNCT
fbem-31297	47	23	enabling	enable	VERB
fbem-31297	47	24	healthcare	healthcare	NOUN
fbem-31297	47	25	professionals	professional	NOUN
fbem-31297	47	26	to	to	PART
fbem-31297	47	27	easily	easily	ADV
fbem-31297	47	28	access	access	VERB
fbem-31297	47	29	relevant	relevant	ADJ
fbem-31297	47	30	data	datum	NOUN
fbem-31297	47	31	for	for	ADP
fbem-31297	47	32	patient	patient	ADJ
fbem-31297	47	33	care	care	NOUN
fbem-31297	47	34	.	.	PUNCT
fbem-31297	48	1	this	this	DET
fbem-31297	48	2	catalog	catalog	NOUN
fbem-31297	48	3	not	not	PART
fbem-31297	48	4	only	only	ADV
fbem-31297	48	5	improves	improve	VERB
fbem-31297	48	6	data	data	NOUN
fbem-31297	48	7	discovery	discovery	NOUN
fbem-31297	48	8	but	but	CCONJ
fbem-31297	48	9	also	also	ADV
fbem-31297	48	10	enhances	enhance	VERB
fbem-31297	48	11	the	the	DET
fbem-31297	48	12	understanding	understanding	NOUN
fbem-31297	48	13	of	of	ADP
fbem-31297	48	14	how	how	SCONJ
fbem-31297	48	15	data	datum	NOUN
fbem-31297	48	16	supports	support	VERB
fbem-31297	48	17	business	business	NOUN
fbem-31297	48	18	objectives	objective	NOUN
fbem-31297	48	19	.	.	PUNCT
fbem-31297	49	1	2	2	X
fbem-31297	49	2	)	)	PUNCT
fbem-31297	49	3	facilitate	facilitate	VERB
fbem-31297	49	4	cross	cross	ADJ
fbem-31297	49	5	-	-	ADJ
fbem-31297	49	6	departmental	departmental	ADJ
fbem-31297	49	7	collaboration	collaboration	NOUN
fbem-31297	49	8	:	:	PUNCT
fbem-31297	49	9	encouraging	encourage	VERB
fbem-31297	49	10	collaboration	collaboration	NOUN
fbem-31297	49	11	between	between	ADP
fbem-31297	49	12	data	datum	NOUN
fbem-31297	49	13	management	management	NOUN
fbem-31297	49	14	teams	team	NOUN
fbem-31297	49	15	and	and	CCONJ
fbem-31297	49	16	business	business	NOUN
fbem-31297	49	17	units	unit	NOUN
fbem-31297	49	18	is	be	AUX
fbem-31297	49	19	essential	essential	ADJ
fbem-31297	49	20	for	for	ADP
fbem-31297	49	21	effective	effective	ADJ
fbem-31297	49	22	data	datum	NOUN
fbem-31297	49	23	governance	governance	NOUN
fbem-31297	49	24	.	.	PUNCT
fbem-31297	50	1	for	for	ADP
fbem-31297	50	2	instance	instance	NOUN
fbem-31297	50	3	,	,	PUNCT
fbem-31297	50	4	the	the	DET
fbem-31297	50	5	technology	technology	NOUN
fbem-31297	50	6	company	company	NOUN
fbem-31297	50	7	ibm	ibm	PROPN
fbem-31297	50	8	has	have	AUX
fbem-31297	50	9	established	establish	VERB
fbem-31297	50	10	cross	cross	ADJ
fbem-31297	50	11	-	-	ADJ
fbem-31297	50	12	functional	functional	ADJ
fbem-31297	50	13	teams	team	NOUN
fbem-31297	50	14	that	that	PRON
fbem-31297	50	15	include	include	VERB
fbem-31297	50	16	data	datum	NOUN
fbem-31297	50	17	scientists	scientist	NOUN
fbem-31297	50	18	,	,	PUNCT
fbem-31297	50	19	business	business	NOUN
fbem-31297	50	20	analysts	analyst	NOUN
fbem-31297	50	21	,	,	PUNCT
fbem-31297	50	22	and	and	CCONJ
fbem-31297	50	23	it	it	PRON
fbem-31297	50	24	professionals	professional	NOUN
fbem-31297	50	25	to	to	PART
fbem-31297	50	26	work	work	VERB
fbem-31297	50	27	on	on	ADP
fbem-31297	50	28	data	data	NOUN
fbem-31297	50	29	-	-	PUNCT
fbem-31297	50	30	driven	drive	VERB
fbem-31297	50	31	projects	project	NOUN
fbem-31297	50	32	.	.	PUNCT
fbem-31297	51	1	by	by	ADP
fbem-31297	51	2	fostering	foster	VERB
fbem-31297	51	3	collaboration	collaboration	NOUN
fbem-31297	51	4	,	,	PUNCT
fbem-31297	51	5	ibm	ibm	PROPN
fbem-31297	51	6	ensures	ensure	VERB
fbem-31297	51	7	that	that	SCONJ
fbem-31297	51	8	data	datum	NOUN
fbem-31297	51	9	initiatives	initiative	NOUN
fbem-31297	51	10	are	be	AUX
fbem-31297	51	11	closely	closely	ADV
fbem-31297	51	12	aligned	align	VERB
fbem-31297	51	13	with	with	ADP
fbem-31297	51	14	business	business	NOUN
fbem-31297	51	15	needs	need	NOUN
fbem-31297	51	16	,	,	PUNCT
fbem-31297	51	17	leading	lead	VERB
fbem-31297	51	18	to	to	ADP
fbem-31297	51	19	more	more	ADV
fbem-31297	51	20	effective	effective	ADJ
fbem-31297	51	21	data	data	NOUN
fbem-31297	51	22	utilization	utilization	NOUN
fbem-31297	51	23	and	and	CCONJ
fbem-31297	51	24	improved	improved	ADJ
fbem-31297	51	25	decision	decision	NOUN
fbem-31297	51	26	-	-	PUNCT
fbem-31297	51	27	making	making	NOUN
fbem-31297	51	28	.	.	PUNCT
fbem-31297	52	1	3	3	X
fbem-31297	52	2	)	)	PUNCT
fbem-31297	52	3	implement	implement	VERB
fbem-31297	52	4	data	datum	NOUN
fbem-31297	52	5	stewardship	stewardship	NOUN
fbem-31297	52	6	programs	program	NOUN
fbem-31297	52	7	:	:	PUNCT
fbem-31297	52	8	organizations	organization	NOUN
fbem-31297	52	9	should	should	AUX
fbem-31297	52	10	establish	establish	VERB
fbem-31297	52	11	data	data	NOUN
fbem-31297	52	12	stewardship	stewardship	NOUN
fbem-31297	52	13	programs	program	NOUN
fbem-31297	52	14	that	that	PRON
fbem-31297	52	15	empower	empower	VERB
fbem-31297	52	16	business	business	NOUN
fbem-31297	52	17	users	user	NOUN
fbem-31297	52	18	to	to	PART
fbem-31297	52	19	take	take	VERB
fbem-31297	52	20	ownership	ownership	NOUN
fbem-31297	52	21	of	of	ADP
fbem-31297	52	22	data	datum	NOUN
fbem-31297	52	23	quality	quality	NOUN
fbem-31297	52	24	and	and	CCONJ
fbem-31297	52	25	governance	governance	NOUN
fbem-31297	52	26	.	.	PUNCT
fbem-31297	53	1	for	for	ADP
fbem-31297	53	2	example	example	NOUN
fbem-31297	53	3	,	,	PUNCT
fbem-31297	53	4	the	the	DET
fbem-31297	53	5	consumer	consumer	NOUN
fbem-31297	53	6	goods	good	NOUN
fbem-31297	53	7	company	company	NOUN
fbem-31297	53	8	unilever	unilever	PROPN
fbem-31297	53	9	has	have	AUX
fbem-31297	53	10	implemented	implement	VERB
fbem-31297	53	11	a	a	DET
fbem-31297	53	12	data	data	NOUN
fbem-31297	53	13	stewardship	stewardship	NOUN
fbem-31297	53	14	program	program	NOUN
fbem-31297	53	15	where	where	SCONJ
fbem-31297	53	16	business	business	NOUN
fbem-31297	53	17	users	user	NOUN
fbem-31297	53	18	are	be	AUX
fbem-31297	53	19	trained	train	VERB
fbem-31297	53	20	to	to	PART
fbem-31297	53	21	manage	manage	VERB
fbem-31297	53	22	data	datum	NOUN
fbem-31297	53	23	quality	quality	NOUN
fbem-31297	53	24	within	within	ADP
fbem-31297	53	25	their	their	PRON
fbem-31297	53	26	departments	department	NOUN
fbem-31297	53	27	.	.	PUNCT
fbem-31297	54	1	this	this	DET
fbem-31297	54	2	approach	approach	NOUN
fbem-31297	54	3	not	not	PART
fbem-31297	54	4	only	only	ADV
fbem-31297	54	5	enhances	enhance	VERB
fbem-31297	54	6	data	datum	NOUN
fbem-31297	54	7	quality	quality	NOUN
fbem-31297	54	8	but	but	CCONJ
fbem-31297	54	9	also	also	ADV
fbem-31297	54	10	promotes	promote	VERB
fbem-31297	54	11	a	a	DET
fbem-31297	54	12	culture	culture	NOUN
fbem-31297	54	13	of	of	ADP
fbem-31297	54	14	accountability	accountability	NOUN
fbem-31297	54	15	and	and	CCONJ
fbem-31297	54	16	collaboration	collaboration	NOUN
fbem-31297	54	17	across	across	ADP
fbem-31297	54	18	the	the	DET
fbem-31297	54	19	organization	organization	NOUN
fbem-31297	54	20	.	.	PUNCT
fbem-31297	55	1	4	4	X
fbem-31297	55	2	)	)	PUNCT
fbem-31297	55	3	leverage	leverage	NOUN
fbem-31297	55	4	technology	technology	NOUN
fbem-31297	55	5	for	for	ADP
fbem-31297	55	6	collaboration	collaboration	NOUN
fbem-31297	55	7	:	:	PUNCT
fbem-31297	55	8	utilizing	utilize	VERB
fbem-31297	55	9	technology	technology	NOUN
fbem-31297	55	10	platforms	platform	NOUN
fbem-31297	55	11	that	that	PRON
fbem-31297	55	12	facilitate	facilitate	VERB
fbem-31297	55	13	data	datum	NOUN
fbem-31297	55	14	sharing	sharing	NOUN
fbem-31297	55	15	and	and	CCONJ
fbem-31297	55	16	collaboration	collaboration	NOUN
fbem-31297	55	17	can	can	AUX
fbem-31297	55	18	enhance	enhance	VERB
fbem-31297	55	19	the	the	DET
fbem-31297	55	20	effectiveness	effectiveness	NOUN
fbem-31297	55	21	of	of	ADP
fbem-31297	55	22	data	datum	NOUN
fbem-31297	55	23	governance	governance	NOUN
fbem-31297	55	24	.	.	PUNCT
fbem-31297	56	1	for	for	ADP
fbem-31297	56	2	instance	instance	NOUN
fbem-31297	56	3	,	,	PUNCT
fbem-31297	56	4	microsoft	microsoft	PROPN
fbem-31297	56	5	’s	’s	PART
fbem-31297	56	6	azure	azure	PROPN
fbem-31297	56	7	data	datum	NOUN
fbem-31297	56	8	catalog	catalog	NOUN
fbem-31297	56	9	allows	allow	VERB
fbem-31297	56	10	organizations	organization	NOUN
fbem-31297	56	11	to	to	PART
fbem-31297	56	12	register	register	VERB
fbem-31297	56	13	,	,	PUNCT
fbem-31297	56	14	discover	discover	VERB
fbem-31297	56	15	,	,	PUNCT
fbem-31297	56	16	and	and	CCONJ
fbem-31297	56	17	manage	manage	VERB
fbem-31297	56	18	data	data	NOUN
fbem-31297	56	19	assets	asset	NOUN
fbem-31297	56	20	in	in	ADP
fbem-31297	56	21	a	a	DET
fbem-31297	56	22	collaborative	collaborative	ADJ
fbem-31297	56	23	environment	environment	NOUN
fbem-31297	56	24	.	.	PUNCT
fbem-31297	57	1	by	by	ADP
fbem-31297	57	2	providing	provide	VERB
fbem-31297	57	3	a	a	DET
fbem-31297	57	4	userfriendly	userfriendly	ADJ
fbem-31297	57	5	interface	interface	NOUN
fbem-31297	57	6	for	for	ADP
fbem-31297	57	7	data	data	NOUN
fbem-31297	57	8	discovery	discovery	NOUN
fbem-31297	57	9	,	,	PUNCT
fbem-31297	57	10	organizations	organization	NOUN
fbem-31297	57	11	can	can	AUX
fbem-31297	57	12	lower	lower	VERB
fbem-31297	57	13	the	the	DET
fbem-31297	57	14	barrier	barrier	NOUN
fbem-31297	57	15	to	to	ADP
fbem-31297	57	16	understanding	understand	VERB
fbem-31297	57	17	system	system	NOUN
fbem-31297	57	18	data	datum	NOUN
fbem-31297	57	19	and	and	CCONJ
fbem-31297	57	20	promote	promote	VERB
fbem-31297	57	21	collaboration	collaboration	NOUN
fbem-31297	57	22	among	among	ADP
fbem-31297	57	23	teams	team	NOUN
fbem-31297	57	24	.	.	PUNCT
fbem-31297	58	1	while	while	SCONJ
fbem-31297	58	2	the	the	DET
fbem-31297	58	3	best	good	ADJ
fbem-31297	58	4	practices	practice	NOUN
fbem-31297	58	5	outlined	outline	VERB
fbem-31297	58	6	in	in	ADP
fbem-31297	58	7	this	this	DET
fbem-31297	58	8	section	section	NOUN
fbem-31297	58	9	provide	provide	VERB
fbem-31297	58	10	valuable	valuable	ADJ
fbem-31297	58	11	guidance	guidance	NOUN
fbem-31297	58	12	for	for	ADP
fbem-31297	58	13	establishing	establish	VERB
fbem-31297	58	14	an	an	DET
fbem-31297	58	15	effective	effective	ADJ
fbem-31297	58	16	data	data	NOUN
fbem-31297	58	17	governance	governance	NOUN
fbem-31297	58	18	framework	framework	NOUN
fbem-31297	58	19	,	,	PUNCT
fbem-31297	58	20	it	it	PRON
fbem-31297	58	21	is	be	AUX
fbem-31297	58	22	essential	essential	ADJ
fbem-31297	58	23	to	to	PART
fbem-31297	58	24	recognize	recognize	VERB
fbem-31297	58	25	that	that	SCONJ
fbem-31297	58	26	each	each	DET
fbem-31297	58	27	multinational	multinational	ADJ
fbem-31297	58	28	enterprise	enterprise	NOUN
fbem-31297	58	29	(	(	PUNCT
fbem-31297	58	30	mne	mne	PROPN
fbem-31297	58	31	)	)	PUNCT
fbem-31297	58	32	operates	operate	VERB
fbem-31297	58	33	within	within	ADP
fbem-31297	58	34	its	its	PRON
fbem-31297	58	35	own	own	ADJ
fbem-31297	58	36	unique	unique	ADJ
fbem-31297	58	37	context	context	NOUN
fbem-31297	58	38	.	.	PUNCT
fbem-31297	59	1	factors	factor	NOUN
fbem-31297	59	2	such	such	ADJ
fbem-31297	59	3	as	as	ADP
fbem-31297	59	4	industry	industry	NOUN
fbem-31297	59	5	,	,	PUNCT
fbem-31297	59	6	organizational	organizational	ADJ
fbem-31297	59	7	structure	structure	NOUN
fbem-31297	59	8	,	,	PUNCT
fbem-31297	59	9	regulatory	regulatory	ADJ
fbem-31297	59	10	environment	environment	NOUN
fbem-31297	59	11	,	,	PUNCT
fbem-31297	59	12	and	and	CCONJ
fbem-31297	59	13	cultural	cultural	ADJ
fbem-31297	59	14	considerations	consideration	NOUN
fbem-31297	59	15	can	can	AUX
fbem-31297	59	16	significantly	significantly	ADV
fbem-31297	59	17	influence	influence	VERB
fbem-31297	59	18	the	the	DET
fbem-31297	59	19	effectiveness	effectiveness	NOUN
fbem-31297	59	20	of	of	ADP
fbem-31297	59	21	data	datum	NOUN
fbem-31297	59	22	governance	governance	NOUN
fbem-31297	59	23	strategies	strategy	NOUN
fbem-31297	59	24	.	.	PUNCT
fbem-31297	60	1	therefore	therefore	ADV
fbem-31297	60	2	,	,	PUNCT
fbem-31297	60	3	mnes	mne	NOUN
fbem-31297	60	4	must	must	AUX
fbem-31297	60	5	conduct	conduct	VERB
fbem-31297	60	6	thorough	thorough	ADJ
fbem-31297	60	7	assessments	assessment	NOUN
fbem-31297	60	8	of	of	ADP
fbem-31297	60	9	their	their	PRON
fbem-31297	60	10	specific	specific	ADJ
fbem-31297	60	11	circumstances	circumstance	NOUN
fbem-31297	60	12	and	and	CCONJ
fbem-31297	60	13	challenges	challenge	NOUN
fbem-31297	60	14	to	to	PART
fbem-31297	60	15	develop	develop	VERB
fbem-31297	60	16	governance	governance	NOUN
fbem-31297	60	17	strategies	strategy	NOUN
fbem-31297	60	18	that	that	PRON
fbem-31297	60	19	are	be	AUX
fbem-31297	60	20	not	not	PART
fbem-31297	60	21	only	only	ADV
fbem-31297	60	22	aligned	align	VERB
fbem-31297	60	23	with	with	ADP
fbem-31297	60	24	best	good	ADJ
fbem-31297	60	25	practices	practice	NOUN
fbem-31297	60	26	but	but	CCONJ
fbem-31297	60	27	also	also	ADV
fbem-31297	60	28	tailored	tailor	VERB
fbem-31297	60	29	to	to	ADP
fbem-31297	60	30	their	their	PRON
fbem-31297	60	31	individual	individual	ADJ
fbem-31297	60	32	needs	need	NOUN
fbem-31297	60	33	.	.	PUNCT
fbem-31297	61	1	2.2	2.2	NUM
fbem-31297	61	2	.	.	PUNCT
fbem-31297	62	1	data	datum	NOUN
fbem-31297	62	2	lifecycle	lifecycle	PROPN
fbem-31297	62	3	management	management	NOUN
fbem-31297	62	4	effective	effective	ADJ
fbem-31297	62	5	data	datum	NOUN
fbem-31297	62	6	lifecycle	lifecycle	NOUN
fbem-31297	62	7	management	management	NOUN
fbem-31297	62	8	is	be	AUX
fbem-31297	62	9	essential	essential	ADJ
fbem-31297	62	10	for	for	ADP
fbem-31297	62	11	multinational	multinational	ADJ
fbem-31297	62	12	enterprises	enterprise	NOUN
fbem-31297	62	13	(	(	PUNCT
fbem-31297	62	14	mnes	mne	NOUN
fbem-31297	62	15	)	)	PUNCT
fbem-31297	62	16	to	to	PART
fbem-31297	62	17	ensure	ensure	VERB
fbem-31297	62	18	that	that	SCONJ
fbem-31297	62	19	their	their	PRON
fbem-31297	62	20	data	datum	NOUN
fbem-31297	62	21	is	be	AUX
fbem-31297	62	22	properly	properly	ADV
fbem-31297	62	23	created	create	VERB
fbem-31297	62	24	,	,	PUNCT
fbem-31297	62	25	stored	store	VERB
fbem-31297	62	26	,	,	PUNCT
fbem-31297	62	27	utilized	utilize	VERB
fbem-31297	62	28	,	,	PUNCT
fbem-31297	62	29	and	and	CCONJ
fbem-31297	62	30	disposed	dispose	VERB
fbem-31297	62	31	of	of	ADP
fbem-31297	62	32	throughout	throughout	ADP
fbem-31297	62	33	its	its	PRON
fbem-31297	62	34	lifecycle	lifecycle	NOUN
fbem-31297	62	35	.	.	PUNCT
fbem-31297	63	1	the	the	DET
fbem-31297	63	2	dcc	dcc	PROPN
fbem-31297	63	3	(	(	PUNCT
fbem-31297	63	4	digital	digital	ADJ
fbem-31297	63	5	curation	curation	NOUN
fbem-31297	63	6	centre	centre	NOUN
fbem-31297	63	7	)	)	PUNCT
fbem-31297	63	8	lifecycle	lifecycle	NOUN
fbem-31297	63	9	model	model	NOUN
fbem-31297	63	10	provides	provide	VERB
fbem-31297	63	11	a	a	DET
fbem-31297	63	12	comprehensive	comprehensive	ADJ
fbem-31297	63	13	framework	framework	NOUN
fbem-31297	63	14	for	for	ADP
fbem-31297	63	15	understanding	understand	VERB
fbem-31297	63	16	the	the	DET
fbem-31297	63	17	stages	stage	NOUN
fbem-31297	63	18	involved	involve	VERB
fbem-31297	63	19	in	in	ADP
fbem-31297	63	20	managing	manage	VERB
fbem-31297	63	21	digital	digital	ADJ
fbem-31297	63	22	data	datum	NOUN
fbem-31297	63	23	.	.	PUNCT
fbem-31297	64	1	this	this	DET
fbem-31297	64	2	model	model	NOUN
fbem-31297	64	3	outlines	outline	VERB
fbem-31297	64	4	eight	eight	NUM
fbem-31297	64	5	stages	stage	NOUN
fbem-31297	64	6	[	[	X
fbem-31297	64	7	13	13	NUM
fbem-31297	64	8	]	]	SYM
fbem-31297	64	9	:	:	PUNCT
fbem-31297	64	10	95	95	NUM
fbem-31297	64	11	table	table	NOUN
fbem-31297	64	12	2	2	NUM
fbem-31297	64	13	.	.	PUNCT
fbem-31297	64	14	data	datum	NOUN
fbem-31297	64	15	lifecycle	lifecycle	NOUN
fbem-31297	64	16	stages	stage	NOUN
fbem-31297	64	17	stage	stage	NOUN
fbem-31297	64	18	description	description	NOUN
fbem-31297	64	19	1	1	NUM
fbem-31297	64	20	.	.	X
fbem-31297	64	21	conceptualization	conceptualization	NOUN
fbem-31297	64	22	define	define	VERB
fbem-31297	64	23	the	the	DET
fbem-31297	64	24	purpose	purpose	NOUN
fbem-31297	64	25	and	and	CCONJ
fbem-31297	64	26	scope	scope	NOUN
fbem-31297	64	27	of	of	ADP
fbem-31297	64	28	the	the	DET
fbem-31297	64	29	data	datum	NOUN
fbem-31297	64	30	collection	collection	NOUN
fbem-31297	64	31	,	,	PUNCT
fbem-31297	64	32	identifying	identify	VERB
fbem-31297	64	33	research	research	NOUN
fbem-31297	64	34	questions	question	NOUN
fbem-31297	64	35	and	and	CCONJ
fbem-31297	64	36	data	datum	NOUN
fbem-31297	64	37	types	type	NOUN
fbem-31297	64	38	needed	need	VERB
fbem-31297	64	39	.	.	PUNCT
fbem-31297	65	1	2	2	X
fbem-31297	65	2	.	.	X
fbem-31297	65	3	creation	creation	NOUN
fbem-31297	65	4	generate	generate	NOUN
fbem-31297	65	5	or	or	CCONJ
fbem-31297	65	6	collect	collect	VERB
fbem-31297	65	7	the	the	DET
fbem-31297	65	8	actual	actual	ADJ
fbem-31297	65	9	data	datum	NOUN
fbem-31297	65	10	through	through	ADP
fbem-31297	65	11	various	various	ADJ
fbem-31297	65	12	methods	method	NOUN
fbem-31297	65	13	,	,	PUNCT
fbem-31297	65	14	documenting	document	VERB
fbem-31297	65	15	the	the	DET
fbem-31297	65	16	data	data	NOUN
fbem-31297	65	17	creation	creation	NOUN
fbem-31297	65	18	process	process	NOUN
fbem-31297	65	19	.	.	PUNCT
fbem-31297	66	1	3	3	X
fbem-31297	66	2	.	.	X
fbem-31297	66	3	evaluation	evaluation	NOUN
fbem-31297	66	4	assess	assess	VERB
fbem-31297	66	5	the	the	DET
fbem-31297	66	6	quality	quality	NOUN
fbem-31297	66	7	,	,	PUNCT
fbem-31297	66	8	relevance	relevance	NOUN
fbem-31297	66	9	,	,	PUNCT
fbem-31297	66	10	and	and	CCONJ
fbem-31297	66	11	completeness	completeness	NOUN
fbem-31297	66	12	of	of	ADP
fbem-31297	66	13	the	the	DET
fbem-31297	66	14	data	datum	NOUN
fbem-31297	66	15	to	to	PART
fbem-31297	66	16	ensure	ensure	VERB
fbem-31297	66	17	it	it	PRON
fbem-31297	66	18	meets	meet	VERB
fbem-31297	66	19	required	required	ADJ
fbem-31297	66	20	standards	standard	NOUN
fbem-31297	66	21	.	.	PUNCT
fbem-31297	67	1	4	4	X
fbem-31297	67	2	.	.	X
fbem-31297	67	3	preservation	preservation	NOUN
fbem-31297	67	4	implement	implement	VERB
fbem-31297	67	5	strategies	strategy	NOUN
fbem-31297	67	6	for	for	ADP
fbem-31297	67	7	long	long	ADJ
fbem-31297	67	8	-	-	PUNCT
fbem-31297	67	9	term	term	NOUN
fbem-31297	67	10	data	datum	NOUN
fbem-31297	67	11	storage	storage	NOUN
fbem-31297	67	12	,	,	PUNCT
fbem-31297	67	13	backup	backup	NOUN
fbem-31297	67	14	,	,	PUNCT
fbem-31297	67	15	and	and	CCONJ
fbem-31297	67	16	protection	protection	NOUN
fbem-31297	67	17	,	,	PUNCT
fbem-31297	67	18	along	along	ADP
fbem-31297	67	19	with	with	ADP
fbem-31297	67	20	creating	create	VERB
fbem-31297	67	21	metadata	metadata	NOUN
fbem-31297	67	22	.	.	PUNCT
fbem-31297	68	1	5	5	X
fbem-31297	68	2	.	.	X
fbem-31297	68	3	sharing	sharing	AUX
fbem-31297	68	4	make	make	VERB
fbem-31297	68	5	the	the	DET
fbem-31297	68	6	data	datum	NOUN
fbem-31297	68	7	available	available	ADJ
fbem-31297	68	8	for	for	ADP
fbem-31297	68	9	sharing	share	VERB
fbem-31297	68	10	with	with	ADP
fbem-31297	68	11	others	other	NOUN
fbem-31297	68	12	,	,	PUNCT
fbem-31297	68	13	ensuring	ensure	VERB
fbem-31297	68	14	appropriate	appropriate	ADJ
fbem-31297	68	15	access	access	NOUN
fbem-31297	68	16	controls	control	NOUN
fbem-31297	68	17	and	and	CCONJ
fbem-31297	68	18	licensing	licensing	NOUN
fbem-31297	68	19	.	.	PUNCT
fbem-31297	69	1	6	6	X
fbem-31297	69	2	.	.	X
fbem-31297	69	3	reuse	reuse	NOUN
fbem-31297	69	4	utilize	utilize	VERB
fbem-31297	69	5	the	the	DET
fbem-31297	69	6	shared	share	VERB
fbem-31297	69	7	data	datum	NOUN
fbem-31297	69	8	for	for	ADP
fbem-31297	69	9	further	further	ADJ
fbem-31297	69	10	research	research	NOUN
fbem-31297	69	11	or	or	CCONJ
fbem-31297	69	12	applications	application	NOUN
fbem-31297	69	13	,	,	PUNCT
fbem-31297	69	14	providing	provide	VERB
fbem-31297	69	15	clear	clear	ADJ
fbem-31297	69	16	documentation	documentation	NOUN
fbem-31297	69	17	for	for	ADP
fbem-31297	69	18	effective	effective	ADJ
fbem-31297	69	19	reuse	reuse	NOUN
fbem-31297	69	20	.	.	PUNCT
fbem-31297	70	1	7	7	X
fbem-31297	70	2	.	.	X
fbem-31297	70	3	review	review	NOUN
fbem-31297	70	4	assess	assess	VERB
fbem-31297	70	5	the	the	DET
fbem-31297	70	6	impact	impact	NOUN
fbem-31297	70	7	and	and	CCONJ
fbem-31297	70	8	effectiveness	effectiveness	NOUN
fbem-31297	70	9	of	of	ADP
fbem-31297	70	10	data	datum	NOUN
fbem-31297	70	11	management	management	NOUN
fbem-31297	70	12	practices	practice	NOUN
fbem-31297	70	13	,	,	PUNCT
fbem-31297	70	14	using	use	VERB
fbem-31297	70	15	feedback	feedback	NOUN
fbem-31297	70	16	for	for	ADP
fbem-31297	70	17	improvements	improvement	NOUN
fbem-31297	70	18	.	.	PUNCT
fbem-31297	71	1	8	8	X
fbem-31297	71	2	.	.	X
fbem-31297	71	3	retention	retention	NOUN
fbem-31297	71	4	and	and	CCONJ
fbem-31297	71	5	disposal	disposal	NOUN
fbem-31297	71	6	decide	decide	VERB
fbem-31297	71	7	on	on	ADP
fbem-31297	71	8	the	the	DET
fbem-31297	71	9	retention	retention	NOUN
fbem-31297	71	10	or	or	CCONJ
fbem-31297	71	11	disposal	disposal	NOUN
fbem-31297	71	12	of	of	ADP
fbem-31297	71	13	data	datum	NOUN
fbem-31297	71	14	,	,	PUNCT
fbem-31297	71	15	determining	determine	VERB
fbem-31297	71	16	which	which	DET
fbem-31297	71	17	data	datum	NOUN
fbem-31297	71	18	to	to	PART
fbem-31297	71	19	keep	keep	VERB
fbem-31297	71	20	for	for	ADP
fbem-31297	71	21	long	long	ADJ
fbem-31297	71	22	-	-	PUNCT
fbem-31297	71	23	term	term	NOUN
fbem-31297	71	24	use	use	NOUN
fbem-31297	71	25	and	and	CCONJ
fbem-31297	71	26	which	which	PRON
fbem-31297	71	27	to	to	PART
fbem-31297	71	28	delete	delete	VERB
fbem-31297	71	29	or	or	CCONJ
fbem-31297	71	30	archive	archive	NOUN
fbem-31297	71	31	.	.	PUNCT
fbem-31297	72	1	however	however	ADV
fbem-31297	72	2	,	,	PUNCT
fbem-31297	72	3	in	in	ADP
fbem-31297	72	4	real	real	ADJ
fbem-31297	72	5	-	-	PUNCT
fbem-31297	72	6	world	world	NOUN
fbem-31297	72	7	practices	practice	NOUN
fbem-31297	72	8	,	,	PUNCT
fbem-31297	72	9	mnes	mne	NOUN
fbem-31297	72	10	can	can	AUX
fbem-31297	72	11	simplify	simplify	VERB
fbem-31297	72	12	the	the	DET
fbem-31297	72	13	data	datum	NOUN
fbem-31297	72	14	lifecycle	lifecycle	NOUN
fbem-31297	72	15	into	into	ADP
fbem-31297	72	16	four	four	NUM
fbem-31297	72	17	key	key	ADJ
fbem-31297	72	18	stages	stage	NOUN
fbem-31297	72	19	:	:	PUNCT
fbem-31297	72	20	(	(	PUNCT
fbem-31297	72	21	1	1	X
fbem-31297	72	22	)	)	PUNCT
fbem-31297	72	23	data	datum	NOUN
fbem-31297	72	24	creation	creation	NOUN
fbem-31297	72	25	and	and	CCONJ
fbem-31297	72	26	collection	collection	NOUN
fbem-31297	72	27	in	in	ADP
fbem-31297	72	28	diverse	diverse	ADJ
fbem-31297	72	29	environments	environment	NOUN
fbem-31297	72	30	,	,	PUNCT
fbem-31297	72	31	mnes	mne	NOUN
fbem-31297	72	32	utilize	utilize	VERB
fbem-31297	72	33	various	various	ADJ
fbem-31297	72	34	methods	method	NOUN
fbem-31297	72	35	for	for	ADP
fbem-31297	72	36	data	data	NOUN
fbem-31297	72	37	collection	collection	NOUN
fbem-31297	72	38	,	,	PUNCT
fbem-31297	72	39	including	include	VERB
fbem-31297	72	40	:	:	PUNCT
fbem-31297	72	41	surveys	survey	NOUN
fbem-31297	72	42	and	and	CCONJ
fbem-31297	72	43	questionnaires	questionnaire	NOUN
fbem-31297	72	44	:	:	PUNCT
fbem-31297	72	45	organizations	organization	NOUN
fbem-31297	72	46	gather	gather	VERB
fbem-31297	72	47	quantitative	quantitative	ADJ
fbem-31297	72	48	and	and	CCONJ
fbem-31297	72	49	qualitative	qualitative	ADJ
fbem-31297	72	50	data	datum	NOUN
fbem-31297	72	51	from	from	ADP
fbem-31297	72	52	customers	customer	NOUN
fbem-31297	72	53	and	and	CCONJ
fbem-31297	72	54	stakeholders	stakeholder	NOUN
fbem-31297	72	55	through	through	ADP
fbem-31297	72	56	structured	structured	ADJ
fbem-31297	72	57	surveys	survey	NOUN
fbem-31297	72	58	,	,	PUNCT
fbem-31297	72	59	such	such	ADJ
fbem-31297	72	60	as	as	ADP
fbem-31297	72	61	a	a	DET
fbem-31297	72	62	global	global	ADJ
fbem-31297	72	63	consumer	consumer	NOUN
fbem-31297	72	64	goods	good	NOUN
fbem-31297	72	65	company	company	NOUN
fbem-31297	72	66	assessing	assess	VERB
fbem-31297	72	67	customer	customer	NOUN
fbem-31297	72	68	preferences	preference	NOUN
fbem-31297	72	69	.	.	PUNCT
fbem-31297	73	1	sensor	sensor	NOUN
fbem-31297	73	2	data	datum	NOUN
fbem-31297	73	3	:	:	PUNCT
fbem-31297	73	4	mnes	mne	NOUN
fbem-31297	73	5	collect	collect	VERB
fbem-31297	73	6	real	real	ADJ
fbem-31297	73	7	-	-	PUNCT
fbem-31297	73	8	time	time	NOUN
fbem-31297	73	9	data	datum	NOUN
fbem-31297	73	10	from	from	ADP
fbem-31297	73	11	sensors	sensor	NOUN
fbem-31297	73	12	and	and	CCONJ
fbem-31297	73	13	iot	iot	NOUN
fbem-31297	73	14	devices	device	NOUN
fbem-31297	73	15	in	in	ADP
fbem-31297	73	16	manufacturing	manufacturing	NOUN
fbem-31297	73	17	and	and	CCONJ
fbem-31297	73	18	logistics	logistic	NOUN
fbem-31297	73	19	,	,	PUNCT
fbem-31297	73	20	like	like	ADP
fbem-31297	73	21	an	an	DET
fbem-31297	73	22	automotive	automotive	ADJ
fbem-31297	73	23	manufacturer	manufacturer	NOUN
fbem-31297	73	24	monitoring	monitor	VERB
fbem-31297	73	25	production	production	NOUN
fbem-31297	73	26	line	line	NOUN
fbem-31297	73	27	performance	performance	NOUN
fbem-31297	73	28	.	.	PUNCT
fbem-31297	74	1	social	social	ADJ
fbem-31297	74	2	media	medium	NOUN
fbem-31297	74	3	and	and	CCONJ
fbem-31297	74	4	web	web	NOUN
fbem-31297	74	5	analytics	analytic	NOUN
fbem-31297	74	6	:	:	PUNCT
fbem-31297	74	7	mnes	mne	NOUN
fbem-31297	74	8	utilize	utilize	VERB
fbem-31297	74	9	social	social	ADJ
fbem-31297	74	10	media	medium	NOUN
fbem-31297	74	11	and	and	CCONJ
fbem-31297	74	12	web	web	NOUN
fbem-31297	74	13	analytics	analytic	NOUN
fbem-31297	74	14	to	to	PART
fbem-31297	74	15	track	track	VERB
fbem-31297	74	16	customer	customer	NOUN
fbem-31297	74	17	behavior	behavior	NOUN
fbem-31297	74	18	and	and	CCONJ
fbem-31297	74	19	engagement	engagement	NOUN
fbem-31297	74	20	,	,	PUNCT
fbem-31297	74	21	enabling	enable	VERB
fbem-31297	74	22	brands	brand	NOUN
fbem-31297	74	23	to	to	PART
fbem-31297	74	24	analyze	analyze	VERB
fbem-31297	74	25	consumer	consumer	NOUN
fbem-31297	74	26	sentiment	sentiment	NOUN
fbem-31297	74	27	and	and	CCONJ
fbem-31297	74	28	trends	trend	NOUN
fbem-31297	74	29	.	.	PUNCT
fbem-31297	75	1	transactional	transactional	ADJ
fbem-31297	75	2	data	datum	NOUN
fbem-31297	75	3	:	:	PUNCT
fbem-31297	75	4	data	datum	NOUN
fbem-31297	75	5	from	from	ADP
fbem-31297	75	6	business	business	NOUN
fbem-31297	75	7	transactions	transaction	NOUN
fbem-31297	75	8	,	,	PUNCT
fbem-31297	75	9	such	such	ADJ
fbem-31297	75	10	as	as	ADP
fbem-31297	75	11	sales	sale	NOUN
fbem-31297	75	12	records	record	NOUN
fbem-31297	75	13	,	,	PUNCT
fbem-31297	75	14	is	be	AUX
fbem-31297	75	15	vital	vital	ADJ
fbem-31297	75	16	for	for	ADP
fbem-31297	75	17	mnes	mne	NOUN
fbem-31297	75	18	.	.	PUNCT
fbem-31297	76	1	for	for	ADP
fbem-31297	76	2	example	example	NOUN
fbem-31297	76	3	,	,	PUNCT
fbem-31297	76	4	an	an	DET
fbem-31297	76	5	ecommerce	ecommerce	NOUN
fbem-31297	76	6	platform	platform	NOUN
fbem-31297	76	7	analyzes	analyze	VERB
fbem-31297	76	8	transactional	transactional	ADJ
fbem-31297	76	9	data	datum	NOUN
fbem-31297	76	10	to	to	PART
fbem-31297	76	11	optimize	optimize	VERB
fbem-31297	76	12	inventory	inventory	NOUN
fbem-31297	76	13	management	management	NOUN
fbem-31297	76	14	.	.	PUNCT
fbem-31297	77	1	(	(	PUNCT
fbem-31297	77	2	2	2	X
fbem-31297	77	3	)	)	PUNCT
fbem-31297	77	4	data	datum	NOUN
fbem-31297	77	5	storage	storage	NOUN
fbem-31297	77	6	and	and	CCONJ
fbem-31297	77	7	maintenance	maintenance	NOUN
fbem-31297	77	8	once	once	SCONJ
fbem-31297	77	9	data	datum	NOUN
fbem-31297	77	10	is	be	AUX
fbem-31297	77	11	created	create	VERB
fbem-31297	77	12	or	or	CCONJ
fbem-31297	77	13	collected	collect	VERB
fbem-31297	77	14	,	,	PUNCT
fbem-31297	77	15	it	it	PRON
fbem-31297	77	16	must	must	AUX
fbem-31297	77	17	be	be	AUX
fbem-31297	77	18	stored	store	VERB
fbem-31297	77	19	and	and	CCONJ
fbem-31297	77	20	maintained	maintain	VERB
fbem-31297	77	21	effectively	effectively	ADV
fbem-31297	77	22	.	.	PUNCT
fbem-31297	78	1	best	good	ADJ
fbem-31297	78	2	practices	practice	NOUN
fbem-31297	78	3	for	for	ADP
fbem-31297	78	4	data	datum	NOUN
fbem-31297	78	5	storage	storage	NOUN
fbem-31297	78	6	solutions	solution	NOUN
fbem-31297	78	7	include	include	VERB
fbem-31297	78	8	:	:	PUNCT
fbem-31297	78	9	cloud	cloud	NOUN
fbem-31297	78	10	storage	storage	NOUN
fbem-31297	78	11	:	:	PUNCT
fbem-31297	78	12	utilizing	utilize	VERB
fbem-31297	78	13	cloud	cloud	NOUN
fbem-31297	78	14	-	-	PUNCT
fbem-31297	78	15	based	base	VERB
fbem-31297	78	16	storage	storage	NOUN
fbem-31297	78	17	solutions	solution	NOUN
fbem-31297	78	18	allows	allow	VERB
fbem-31297	78	19	mnes	mne	NOUN
fbem-31297	78	20	to	to	PART
fbem-31297	78	21	scale	scale	VERB
fbem-31297	78	22	their	their	PRON
fbem-31297	78	23	data	datum	NOUN
fbem-31297	78	24	storage	storage	NOUN
fbem-31297	78	25	needs	need	VERB
fbem-31297	78	26	efficiently	efficiently	ADV
fbem-31297	78	27	.	.	PUNCT
fbem-31297	79	1	for	for	ADP
fbem-31297	79	2	example	example	NOUN
fbem-31297	79	3	,	,	PUNCT
fbem-31297	79	4	companies	company	NOUN
fbem-31297	79	5	like	like	ADP
fbem-31297	79	6	amazon	amazon	NOUN
fbem-31297	79	7	and	and	CCONJ
fbem-31297	79	8	google	google	PROPN
fbem-31297	79	9	offer	offer	NOUN
fbem-31297	79	10	cloud	cloud	NOUN
fbem-31297	79	11	services	service	NOUN
fbem-31297	79	12	that	that	PRON
fbem-31297	79	13	provide	provide	VERB
fbem-31297	79	14	secure	secure	ADJ
fbem-31297	79	15	and	and	CCONJ
fbem-31297	79	16	flexible	flexible	ADJ
fbem-31297	79	17	storage	storage	NOUN
fbem-31297	79	18	options	option	NOUN
fbem-31297	79	19	,	,	PUNCT
fbem-31297	79	20	enabling	enable	VERB
fbem-31297	79	21	organizations	organization	NOUN
fbem-31297	79	22	to	to	PART
fbem-31297	79	23	access	access	VERB
fbem-31297	79	24	data	datum	NOUN
fbem-31297	79	25	from	from	ADP
fbem-31297	79	26	anywhere	anywhere	ADV
fbem-31297	79	27	.	.	PUNCT
fbem-31297	80	1	data	datum	NOUN
fbem-31297	80	2	redundancy	redundancy	NOUN
fbem-31297	80	3	:	:	PUNCT
fbem-31297	80	4	implementing	implement	VERB
fbem-31297	80	5	data	data	NOUN
fbem-31297	80	6	redundancy	redundancy	NOUN
fbem-31297	80	7	strategies	strategy	NOUN
fbem-31297	80	8	,	,	PUNCT
fbem-31297	80	9	such	such	ADJ
fbem-31297	80	10	as	as	ADP
fbem-31297	80	11	regular	regular	ADJ
fbem-31297	80	12	backups	backup	NOUN
fbem-31297	80	13	and	and	CCONJ
fbem-31297	80	14	replication	replication	NOUN
fbem-31297	80	15	,	,	PUNCT
fbem-31297	80	16	ensures	ensure	VERB
fbem-31297	80	17	that	that	SCONJ
fbem-31297	80	18	data	datum	NOUN
fbem-31297	80	19	is	be	AUX
fbem-31297	80	20	protected	protect	VERB
fbem-31297	80	21	against	against	ADP
fbem-31297	80	22	loss	loss	NOUN
fbem-31297	80	23	or	or	CCONJ
fbem-31297	80	24	corruption	corruption	NOUN
fbem-31297	80	25	.	.	PUNCT
fbem-31297	81	1	mnes	mne	NOUN
fbem-31297	81	2	should	should	AUX
fbem-31297	81	3	establish	establish	VERB
fbem-31297	81	4	automated	automate	VERB
fbem-31297	81	5	backup	backup	NOUN
fbem-31297	81	6	processes	process	NOUN
fbem-31297	81	7	to	to	PART
fbem-31297	81	8	safeguard	safeguard	VERB
fbem-31297	81	9	critical	critical	ADJ
fbem-31297	81	10	data	datum	NOUN
fbem-31297	81	11	.	.	PUNCT
fbem-31297	82	1	data	datum	NOUN
fbem-31297	82	2	encryption	encryption	NOUN
fbem-31297	82	3	:	:	PUNCT
fbem-31297	82	4	to	to	PART
fbem-31297	82	5	enhance	enhance	VERB
fbem-31297	82	6	data	datum	NOUN
fbem-31297	82	7	security	security	NOUN
fbem-31297	82	8	,	,	PUNCT
fbem-31297	82	9	mnes	mne	NOUN
fbem-31297	82	10	should	should	AUX
fbem-31297	82	11	employ	employ	VERB
fbem-31297	82	12	encryption	encryption	NOUN
fbem-31297	82	13	techniques	technique	NOUN
fbem-31297	82	14	for	for	ADP
fbem-31297	82	15	sensitive	sensitive	ADJ
fbem-31297	82	16	data	datum	NOUN
fbem-31297	82	17	both	both	CCONJ
fbem-31297	82	18	at	at	ADP
fbem-31297	82	19	rest	rest	NOUN
fbem-31297	82	20	and	and	CCONJ
fbem-31297	82	21	in	in	ADP
fbem-31297	82	22	transit	transit	NOUN
fbem-31297	82	23	[	[	X
fbem-31297	82	24	3	3	NUM
fbem-31297	82	25	]	]	PUNCT
fbem-31297	82	26	.	.	PUNCT
fbem-31297	83	1	this	this	PRON
fbem-31297	83	2	protects	protect	VERB
fbem-31297	83	3	data	datum	NOUN
fbem-31297	83	4	from	from	ADP
fbem-31297	83	5	unauthorized	unauthorized	ADJ
fbem-31297	83	6	access	access	NOUN
fbem-31297	83	7	and	and	CCONJ
fbem-31297	83	8	ensures	ensure	VERB
fbem-31297	83	9	compliance	compliance	NOUN
fbem-31297	83	10	with	with	ADP
fbem-31297	83	11	data	datum	NOUN
fbem-31297	83	12	protection	protection	NOUN
fbem-31297	83	13	regulations	regulation	NOUN
fbem-31297	83	14	.	.	PUNCT
fbem-31297	84	1	regular	regular	ADJ
fbem-31297	84	2	maintenance	maintenance	NOUN
fbem-31297	84	3	:	:	PUNCT
fbem-31297	84	4	conducting	conduct	VERB
fbem-31297	84	5	regular	regular	ADJ
fbem-31297	84	6	audits	audits	NOUN
fbem-31297	84	7	and	and	CCONJ
fbem-31297	84	8	maintenance	maintenance	NOUN
fbem-31297	84	9	of	of	ADP
fbem-31297	84	10	data	datum	NOUN
fbem-31297	84	11	storage	storage	NOUN
fbem-31297	84	12	systems	system	NOUN
fbem-31297	84	13	helps	helps	AUX
fbem-31297	84	14	identify	identify	VERB
fbem-31297	84	15	and	and	CCONJ
fbem-31297	84	16	resolve	resolve	VERB
fbem-31297	84	17	issues	issue	NOUN
fbem-31297	84	18	promptly	promptly	ADV
fbem-31297	84	19	.	.	PUNCT
fbem-31297	85	1	mnes	mne	NOUN
fbem-31297	85	2	should	should	AUX
fbem-31297	85	3	establish	establish	VERB
fbem-31297	85	4	protocols	protocol	NOUN
fbem-31297	85	5	for	for	ADP
fbem-31297	85	6	monitoring	monitor	VERB
fbem-31297	85	7	data	datum	NOUN
fbem-31297	85	8	integrity	integrity	NOUN
fbem-31297	85	9	and	and	CCONJ
fbem-31297	85	10	performance	performance	NOUN
fbem-31297	85	11	.	.	PUNCT
fbem-31297	86	1	(	(	PUNCT
fbem-31297	86	2	3	3	X
fbem-31297	86	3	)	)	PUNCT
fbem-31297	86	4	data	datum	NOUN
fbem-31297	86	5	usage	usage	NOUN
fbem-31297	86	6	and	and	CCONJ
fbem-31297	86	7	sharing	share	VERB
fbem-31297	86	8	effective	effective	ADJ
fbem-31297	86	9	data	datum	NOUN
fbem-31297	86	10	utilization	utilization	NOUN
fbem-31297	86	11	across	across	ADP
fbem-31297	86	12	borders	border	NOUN
fbem-31297	86	13	is	be	AUX
fbem-31297	86	14	crucial	crucial	ADJ
fbem-31297	86	15	for	for	SCONJ
fbem-31297	86	16	mnes	mne	NOUN
fbem-31297	86	17	to	to	PART
fbem-31297	86	18	leverage	leverage	VERB
fbem-31297	86	19	their	their	PRON
fbem-31297	86	20	data	datum	NOUN
fbem-31297	86	21	as	as	ADP
fbem-31297	86	22	a	a	DET
fbem-31297	86	23	strategic	strategic	ADJ
fbem-31297	86	24	asset	asset	NOUN
fbem-31297	86	25	.	.	PUNCT
fbem-31297	87	1	strategies	strategy	NOUN
fbem-31297	87	2	for	for	ADP
fbem-31297	87	3	effective	effective	ADJ
fbem-31297	87	4	data	datum	NOUN
fbem-31297	87	5	utilization	utilization	NOUN
fbem-31297	87	6	include	include	VERB
fbem-31297	87	7	:	:	PUNCT
fbem-31297	87	8	data	data	NOUN
fbem-31297	87	9	governance	governance	NOUN
fbem-31297	87	10	policies	policy	NOUN
fbem-31297	87	11	:	:	PUNCT
fbem-31297	87	12	clear	clear	ADJ
fbem-31297	87	13	data	datum	NOUN
fbem-31297	87	14	governance	governance	NOUN
fbem-31297	87	15	policies	policy	NOUN
fbem-31297	87	16	ensure	ensure	VERB
fbem-31297	87	17	responsible	responsible	ADJ
fbem-31297	87	18	data	datum	NOUN
fbem-31297	87	19	use	use	NOUN
fbem-31297	87	20	and	and	CCONJ
fbem-31297	87	21	regulatory	regulatory	ADJ
fbem-31297	87	22	compliance	compliance	NOUN
fbem-31297	87	23	.	.	PUNCT
fbem-31297	88	1	for	for	ADP
fbem-31297	88	2	instance	instance	NOUN
fbem-31297	88	3	,	,	PUNCT
fbem-31297	88	4	a	a	DET
fbem-31297	88	5	pharmaceutical	pharmaceutical	ADJ
fbem-31297	88	6	company	company	NOUN
fbem-31297	88	7	may	may	AUX
fbem-31297	88	8	protect	protect	VERB
fbem-31297	88	9	patient	patient	ADJ
fbem-31297	88	10	information	information	NOUN
fbem-31297	88	11	while	while	SCONJ
fbem-31297	88	12	allowing	allow	VERB
fbem-31297	88	13	researchers	researcher	NOUN
fbem-31297	88	14	access	access	VERB
fbem-31297	88	15	to	to	ADP
fbem-31297	88	16	anonymized	anonymize	VERB
fbem-31297	88	17	data	datum	NOUN
fbem-31297	88	18	.	.	PUNCT
fbem-31297	89	1	cross	cross	ADJ
fbem-31297	89	2	-	-	ADJ
fbem-31297	89	3	functional	functional	ADJ
fbem-31297	89	4	collaboration	collaboration	NOUN
fbem-31297	89	5	:	:	PUNCT
fbem-31297	89	6	promoting	promote	VERB
fbem-31297	89	7	collaboration	collaboration	NOUN
fbem-31297	89	8	among	among	ADP
fbem-31297	89	9	departments	department	NOUN
fbem-31297	89	10	enhances	enhance	VERB
fbem-31297	89	11	data	datum	NOUN
fbem-31297	89	12	utilization	utilization	NOUN
fbem-31297	89	13	.	.	PUNCT
fbem-31297	90	1	a	a	DET
fbem-31297	90	2	global	global	ADJ
fbem-31297	90	3	technology	technology	NOUN
fbem-31297	90	4	firm	firm	NOUN
fbem-31297	90	5	might	might	AUX
fbem-31297	90	6	form	form	VERB
fbem-31297	90	7	cross	cross	ADJ
fbem-31297	90	8	-	-	ADJ
fbem-31297	90	9	functional	functional	ADJ
fbem-31297	90	10	teams	team	NOUN
fbem-31297	90	11	of	of	ADP
fbem-31297	90	12	data	datum	NOUN
fbem-31297	90	13	scientists	scientist	NOUN
fbem-31297	90	14	,	,	PUNCT
fbem-31297	90	15	marketing	marketing	NOUN
fbem-31297	90	16	analysts	analyst	NOUN
fbem-31297	90	17	,	,	PUNCT
fbem-31297	90	18	and	and	CCONJ
fbem-31297	90	19	product	product	NOUN
fbem-31297	90	20	managers	manager	NOUN
fbem-31297	90	21	to	to	PART
fbem-31297	90	22	share	share	VERB
fbem-31297	90	23	insights	insight	NOUN
fbem-31297	90	24	and	and	CCONJ
fbem-31297	90	25	drive	drive	VERB
fbem-31297	90	26	data	data	NOUN
fbem-31297	90	27	-	-	PUNCT
fbem-31297	90	28	driven	drive	VERB
fbem-31297	90	29	decisions	decision	NOUN
fbem-31297	90	30	.	.	PUNCT
fbem-31297	91	1	data	datum	NOUN
fbem-31297	91	2	integration	integration	NOUN
fbem-31297	91	3	tools	tool	NOUN
fbem-31297	91	4	:	:	PUNCT
fbem-31297	91	5	data	datum	NOUN
fbem-31297	91	6	integration	integration	NOUN
fbem-31297	91	7	tools	tool	NOUN
fbem-31297	91	8	facilitate	facilitate	VERB
fbem-31297	91	9	seamless	seamless	ADJ
fbem-31297	91	10	data	datum	NOUN
fbem-31297	91	11	sharing	share	VERB
fbem-31297	91	12	across	across	ADP
fbem-31297	91	13	systems	system	NOUN
fbem-31297	91	14	.	.	PUNCT
fbem-31297	92	1	for	for	ADP
fbem-31297	92	2	example	example	NOUN
fbem-31297	92	3	,	,	PUNCT
fbem-31297	92	4	mnes	mne	NOUN
fbem-31297	92	5	can	can	AUX
fbem-31297	92	6	use	use	VERB
fbem-31297	92	7	etl	etl	NOUN
fbem-31297	92	8	(	(	PUNCT
fbem-31297	92	9	extract	extract	NOUN
fbem-31297	92	10	,	,	PUNCT
fbem-31297	92	11	transform	transform	NOUN
fbem-31297	92	12	,	,	PUNCT
fbem-31297	92	13	load	load	NOUN
fbem-31297	92	14	)	)	PUNCT
fbem-31297	92	15	tools	tool	NOUN
fbem-31297	92	16	to	to	PART
fbem-31297	92	17	consolidate	consolidate	VERB
fbem-31297	92	18	data	datum	NOUN
fbem-31297	92	19	from	from	ADP
fbem-31297	92	20	various	various	ADJ
fbem-31297	92	21	sources	source	NOUN
fbem-31297	92	22	for	for	ADP
fbem-31297	92	23	comprehensive	comprehensive	ADJ
fbem-31297	92	24	analysis	analysis	NOUN
fbem-31297	92	25	.	.	PUNCT
fbem-31297	93	1	(	(	PUNCT
fbem-31297	93	2	4	4	X
fbem-31297	93	3	)	)	PUNCT
fbem-31297	93	4	data	datum	NOUN
fbem-31297	93	5	archiving	archive	VERB
fbem-31297	93	6	and	and	CCONJ
fbem-31297	93	7	disposal	disposal	VERB
fbem-31297	93	8	the	the	DET
fbem-31297	93	9	final	final	ADJ
fbem-31297	93	10	stage	stage	NOUN
fbem-31297	93	11	of	of	ADP
fbem-31297	93	12	the	the	DET
fbem-31297	93	13	data	datum	NOUN
fbem-31297	93	14	lifecycle	lifecycle	NOUN
fbem-31297	93	15	involves	involve	VERB
fbem-31297	93	16	data	datum	NOUN
fbem-31297	93	17	archiving	archive	VERB
fbem-31297	93	18	and	and	CCONJ
fbem-31297	93	19	secure	secure	ADJ
fbem-31297	93	20	disposal	disposal	NOUN
fbem-31297	93	21	.	.	PUNCT
fbem-31297	94	1	the	the	DET
fbem-31297	94	2	importance	importance	NOUN
fbem-31297	94	3	of	of	ADP
fbem-31297	94	4	data	datum	NOUN
fbem-31297	94	5	archiving	archive	VERB
fbem-31297	94	6	and	and	CCONJ
fbem-31297	94	7	secure	secure	ADJ
fbem-31297	94	8	disposal	disposal	NOUN
fbem-31297	94	9	methods	method	NOUN
fbem-31297	94	10	includes	include	VERB
fbem-31297	94	11	:	:	PUNCT
fbem-31297	94	12	data	datum	NOUN
fbem-31297	94	13	archiving	archiving	NOUN
fbem-31297	94	14	:	:	PUNCT
fbem-31297	94	15	archiving	archive	VERB
fbem-31297	94	16	infrequently	infrequently	ADV
fbem-31297	94	17	used	use	VERB
fbem-31297	94	18	data	datum	NOUN
fbem-31297	94	19	is	be	AUX
fbem-31297	94	20	essential	essential	ADJ
fbem-31297	94	21	for	for	ADP
fbem-31297	94	22	compliance	compliance	NOUN
fbem-31297	94	23	and	and	CCONJ
fbem-31297	94	24	historical	historical	ADJ
fbem-31297	94	25	analysis	analysis	NOUN
fbem-31297	94	26	.	.	PUNCT
fbem-31297	95	1	mnes	mne	NOUN
fbem-31297	95	2	should	should	AUX
fbem-31297	95	3	implement	implement	VERB
fbem-31297	95	4	secure	secure	ADJ
fbem-31297	95	5	archiving	archive	VERB
fbem-31297	95	6	solutions	solution	NOUN
fbem-31297	95	7	for	for	ADP
fbem-31297	95	8	easy	easy	ADJ
fbem-31297	95	9	retrieval	retrieval	NOUN
fbem-31297	95	10	.	.	PUNCT
fbem-31297	96	1	secure	secure	ADJ
fbem-31297	96	2	disposal	disposal	NOUN
fbem-31297	96	3	:	:	PUNCT
fbem-31297	96	4	proper	proper	ADJ
fbem-31297	96	5	disposal	disposal	NOUN
fbem-31297	96	6	of	of	ADP
fbem-31297	96	7	unnecessary	unnecessary	ADJ
fbem-31297	96	8	data	datum	NOUN
fbem-31297	96	9	is	be	AUX
fbem-31297	96	10	critical	critical	ADJ
fbem-31297	96	11	to	to	PART
fbem-31297	96	12	prevent	prevent	VERB
fbem-31297	96	13	unauthorized	unauthorized	ADJ
fbem-31297	96	14	access	access	NOUN
fbem-31297	96	15	.	.	PUNCT
fbem-31297	97	1	mnes	mne	NOUN
fbem-31297	97	2	should	should	AUX
fbem-31297	97	3	follow	follow	VERB
fbem-31297	97	4	protocols	protocol	NOUN
fbem-31297	97	5	like	like	ADP
fbem-31297	97	6	data	datum	NOUN
fbem-31297	97	7	wiping	wipe	VERB
fbem-31297	97	8	or	or	CCONJ
fbem-31297	97	9	physical	physical	ADJ
fbem-31297	97	10	destruction	destruction	NOUN
fbem-31297	97	11	of	of	ADP
fbem-31297	97	12	storage	storage	NOUN
fbem-31297	97	13	devices	device	NOUN
fbem-31297	97	14	to	to	PART
fbem-31297	97	15	ensure	ensure	VERB
fbem-31297	97	16	sensitive	sensitive	ADJ
fbem-31297	97	17	information	information	NOUN
fbem-31297	97	18	is	be	AUX
fbem-31297	97	19	irretrievable	irretrievable	ADJ
fbem-31297	97	20	.	.	PUNCT
fbem-31297	98	1	compliance	compliance	NOUN
fbem-31297	98	2	with	with	ADP
fbem-31297	98	3	regulations	regulation	NOUN
fbem-31297	98	4	:	:	PUNCT
fbem-31297	98	5	adhering	adhere	VERB
fbem-31297	98	6	to	to	ADP
fbem-31297	98	7	data	datum	NOUN
fbem-31297	98	8	retention	retention	NOUN
fbem-31297	98	9	and	and	CCONJ
fbem-31297	98	10	disposal	disposal	NOUN
fbem-31297	98	11	regulations	regulation	NOUN
fbem-31297	98	12	is	be	AUX
fbem-31297	98	13	vital	vital	ADJ
fbem-31297	98	14	to	to	PART
fbem-31297	98	15	avoid	avoid	VERB
fbem-31297	98	16	legal	legal	ADJ
fbem-31297	98	17	penalties	penalty	NOUN
fbem-31297	98	18	.	.	PUNCT
fbem-31297	99	1	organizations	organization	NOUN
fbem-31297	99	2	must	must	AUX
fbem-31297	99	3	establish	establish	VERB
fbem-31297	99	4	clear	clear	ADJ
fbem-31297	99	5	policies	policy	NOUN
fbem-31297	99	6	for	for	ADP
fbem-31297	99	7	retention	retention	NOUN
fbem-31297	99	8	periods	period	NOUN
fbem-31297	99	9	and	and	CCONJ
fbem-31297	99	10	ensure	ensure	VERB
fbem-31297	99	11	compliance	compliance	NOUN
fbem-31297	99	12	with	with	ADP
fbem-31297	99	13	applicable	applicable	ADJ
fbem-31297	99	14	laws	law	NOUN
fbem-31297	99	15	and	and	CCONJ
fbem-31297	99	16	standards	standard	NOUN
fbem-31297	99	17	.	.	PUNCT
fbem-31297	100	1	2.3	2.3	NUM
fbem-31297	100	2	.	.	PUNCT
fbem-31297	101	1	data	datum	NOUN
fbem-31297	101	2	quality	quality	NOUN
fbem-31297	101	3	and	and	CCONJ
fbem-31297	101	4	data	datum	NOUN
fbem-31297	101	5	security	security	NOUN
fbem-31297	101	6	data	datum	NOUN
fbem-31297	101	7	quality	quality	NOUN
fbem-31297	101	8	is	be	AUX
fbem-31297	101	9	a	a	DET
fbem-31297	101	10	measure	measure	NOUN
fbem-31297	101	11	of	of	ADP
fbem-31297	101	12	the	the	DET
fbem-31297	101	13	condition	condition	NOUN
fbem-31297	101	14	of	of	ADP
fbem-31297	101	15	data	datum	NOUN
fbem-31297	101	16	based	base	VERB
fbem-31297	101	17	on	on	ADP
fbem-31297	101	18	factors	factor	NOUN
fbem-31297	101	19	such	such	ADJ
fbem-31297	101	20	as	as	ADP
fbem-31297	101	21	accuracy	accuracy	NOUN
fbem-31297	101	22	,	,	PUNCT
fbem-31297	101	23	completeness	completeness	NOUN
fbem-31297	101	24	,	,	PUNCT
fbem-31297	101	25	consistency	consistency	NOUN
fbem-31297	101	26	,	,	PUNCT
fbem-31297	101	27	and	and	CCONJ
fbem-31297	101	28	reliability	reliability	NOUN
fbem-31297	101	29	.	.	PUNCT
fbem-31297	102	1	to	to	PART
fbem-31297	102	2	maintain	maintain	VERB
fbem-31297	102	3	high	high	ADJ
fbem-31297	102	4	data	datum	NOUN
fbem-31297	102	5	quality	quality	NOUN
fbem-31297	102	6	,	,	PUNCT
fbem-31297	102	7	mnes	mne	NOUN
fbem-31297	102	8	can	can	AUX
fbem-31297	102	9	implement	implement	VERB
fbem-31297	102	10	quality	quality	NOUN
fbem-31297	102	11	assessment	assessment	NOUN
fbem-31297	102	12	metrics	metric	NOUN
fbem-31297	102	13	and	and	CCONJ
fbem-31297	102	14	improvement	improvement	NOUN
fbem-31297	102	15	processes	process	NOUN
fbem-31297	102	16	,	,	PUNCT
fbem-31297	102	17	including	include	VERB
fbem-31297	102	18	:	:	PUNCT
fbem-31297	102	19	(	(	PUNCT
fbem-31297	102	20	1	1	X
fbem-31297	102	21	)	)	PUNCT
fbem-31297	102	22	quality	quality	NOUN
fbem-31297	102	23	assessment	assessment	NOUN
fbem-31297	102	24	metrics	metric	NOUN
fbem-31297	102	25	:	:	PUNCT
fbem-31297	102	26	organizations	organization	NOUN
fbem-31297	102	27	should	should	AUX
fbem-31297	102	28	establish	establish	VERB
fbem-31297	102	29	specific	specific	ADJ
fbem-31297	102	30	metrics	metric	NOUN
fbem-31297	102	31	to	to	PART
fbem-31297	102	32	evaluate	evaluate	VERB
fbem-31297	102	33	data	datum	NOUN
fbem-31297	102	34	quality	quality	NOUN
fbem-31297	102	35	.	.	PUNCT
fbem-31297	103	1	common	common	ADJ
fbem-31297	103	2	metrics	metric	NOUN
fbem-31297	103	3	include	include	VERB
fbem-31297	103	4	:	:	PUNCT
fbem-31297	103	5	accuracy	accuracy	NOUN
fbem-31297	103	6	:	:	PUNCT
fbem-31297	103	7	the	the	DET
fbem-31297	103	8	degree	degree	NOUN
fbem-31297	103	9	to	to	PART
fbem-31297	103	10	which	which	PRON
fbem-31297	103	11	data	datum	NOUN
fbem-31297	103	12	correctly	correctly	ADV
fbem-31297	103	13	represents	represent	VERB
fbem-31297	103	14	the	the	DET
fbem-31297	103	15	real	real	ADJ
fbem-31297	103	16	-	-	PUNCT
fbem-31297	103	17	world	world	NOUN
fbem-31297	103	18	entities	entity	NOUN
fbem-31297	103	19	it	it	PRON
fbem-31297	103	20	describes	describe	VERB
fbem-31297	103	21	.	.	PUNCT
fbem-31297	104	1	completeness	completeness	NOUN
fbem-31297	104	2	:	:	PUNCT
fbem-31297	104	3	the	the	DET
fbem-31297	104	4	extent	extent	NOUN
fbem-31297	104	5	to	to	PART
fbem-31297	104	6	which	which	PRON
fbem-31297	104	7	all	all	DET
fbem-31297	104	8	required	require	VERB
fbem-31297	104	9	data	datum	NOUN
fbem-31297	104	10	is	be	AUX
fbem-31297	104	11	present	present	ADJ
fbem-31297	104	12	and	and	CCONJ
fbem-31297	104	13	accounted	account	VERB
fbem-31297	104	14	for	for	ADP
fbem-31297	104	15	.	.	PUNCT
fbem-31297	105	1	consistency	consistency	NOUN
fbem-31297	105	2	:	:	PUNCT
fbem-31297	105	3	the	the	DET
fbem-31297	105	4	uniformity	uniformity	NOUN
fbem-31297	105	5	of	of	ADP
fbem-31297	105	6	data	datum	NOUN
fbem-31297	105	7	across	across	ADP
fbem-31297	105	8	different	different	ADJ
fbem-31297	105	9	datasets	dataset	NOUN
fbem-31297	105	10	and	and	CCONJ
fbem-31297	105	11	systems	system	NOUN
fbem-31297	105	12	.	.	PUNCT
fbem-31297	106	1	timeliness	timeliness	NOUN
fbem-31297	106	2	:	:	PUNCT
fbem-31297	106	3	the	the	DET
fbem-31297	106	4	degree	degree	NOUN
fbem-31297	106	5	to	to	PART
fbem-31297	106	6	which	which	PRON
fbem-31297	106	7	data	data	NOUN
fbem-31297	106	8	is	be	AUX
fbem-31297	106	9	up	up	ADP
fbem-31297	106	10	-	-	PUNCT
fbem-31297	106	11	to	to	ADP
fbem-31297	106	12	-	-	PUNCT
fbem-31297	106	13	date	date	NOUN
fbem-31297	106	14	and	and	CCONJ
fbem-31297	106	15	available	available	ADJ
fbem-31297	106	16	when	when	SCONJ
fbem-31297	106	17	needed	need	VERB
fbem-31297	106	18	.	.	PUNCT
fbem-31297	107	1	(	(	PUNCT
fbem-31297	107	2	2	2	X
fbem-31297	107	3	)	)	PUNCT
fbem-31297	107	4	standardized	standardize	VERB
fbem-31297	107	5	validation	validation	NOUN
fbem-31297	107	6	rules	rule	NOUN
fbem-31297	107	7	:	:	PUNCT
fbem-31297	107	8	implementing	implement	VERB
fbem-31297	107	9	standardized	standardized	ADJ
fbem-31297	107	10	validation	validation	NOUN
fbem-31297	107	11	rules	rule	NOUN
fbem-31297	107	12	helps	help	VERB
fbem-31297	107	13	ensure	ensure	VERB
fbem-31297	107	14	that	that	SCONJ
fbem-31297	107	15	data	datum	NOUN
fbem-31297	107	16	meets	meet	VERB
fbem-31297	107	17	established	establish	VERB
fbem-31297	107	18	quality	quality	NOUN
fbem-31297	107	19	criteria	criterion	NOUN
fbem-31297	107	20	.	.	PUNCT
fbem-31297	108	1	for	for	ADP
fbem-31297	108	2	example	example	NOUN
fbem-31297	108	3	,	,	PUNCT
fbem-31297	108	4	organizations	organization	NOUN
fbem-31297	108	5	can	can	AUX
fbem-31297	108	6	create	create	VERB
fbem-31297	108	7	rules	rule	NOUN
fbem-31297	108	8	that	that	PRON
fbem-31297	108	9	check	check	VERB
fbem-31297	108	10	for	for	ADP
fbem-31297	108	11	missing	miss	VERB
fbem-31297	108	12	values	value	NOUN
fbem-31297	108	13	,	,	PUNCT
fbem-31297	108	14	format	format	NOUN
fbem-31297	108	15	consistency	consistency	NOUN
fbem-31297	108	16	,	,	PUNCT
fbem-31297	108	17	and	and	CCONJ
fbem-31297	108	18	logical	logical	ADJ
fbem-31297	108	19	relationships	relationship	NOUN
fbem-31297	108	20	between	between	ADP
fbem-31297	108	21	data	datum	NOUN
fbem-31297	108	22	fields	field	NOUN
fbem-31297	108	23	.	.	PUNCT
fbem-31297	109	1	(	(	PUNCT
fbem-31297	109	2	3	3	X
fbem-31297	109	3	)	)	PUNCT
fbem-31297	109	4	dars	dar	NOUN
fbem-31297	109	5	method	method	NOUN
fbem-31297	109	6	:	:	PUNCT
fbem-31297	109	7	the	the	DET
fbem-31297	109	8	data	datum	NOUN
fbem-31297	109	9	assessment	assessment	NOUN
fbem-31297	109	10	and	and	CCONJ
fbem-31297	109	11	review	review	VERB
fbem-31297	109	12	96	96	NUM
fbem-31297	109	13	system	system	NOUN
fbem-31297	109	14	(	(	PUNCT
fbem-31297	109	15	dars	dar	NOUN
fbem-31297	109	16	)	)	PUNCT
fbem-31297	109	17	is	be	AUX
fbem-31297	109	18	a	a	DET
fbem-31297	109	19	structured	structured	ADJ
fbem-31297	109	20	approach	approach	NOUN
fbem-31297	109	21	to	to	ADP
fbem-31297	109	22	evaluating	evaluate	VERB
fbem-31297	109	23	and	and	CCONJ
fbem-31297	109	24	improving	improve	VERB
fbem-31297	109	25	data	datum	NOUN
fbem-31297	109	26	quality	quality	NOUN
fbem-31297	109	27	.	.	PUNCT
fbem-31297	110	1	the	the	DET
fbem-31297	110	2	dars	dar	NOUN
fbem-31297	110	3	method	method	NOUN
fbem-31297	110	4	involves	involve	VERB
fbem-31297	110	5	:	:	PUNCT
fbem-31297	110	6	data	datum	NOUN
fbem-31297	110	7	profiling	profiling	NOUN
fbem-31297	110	8	:	:	PUNCT
fbem-31297	110	9	analyzing	analyze	VERB
fbem-31297	110	10	data	datum	NOUN
fbem-31297	110	11	to	to	PART
fbem-31297	110	12	understand	understand	VERB
fbem-31297	110	13	its	its	PRON
fbem-31297	110	14	structure	structure	NOUN
fbem-31297	110	15	,	,	PUNCT
fbem-31297	110	16	content	content	NOUN
fbem-31297	110	17	,	,	PUNCT
fbem-31297	110	18	and	and	CCONJ
fbem-31297	110	19	quality	quality	NOUN
fbem-31297	110	20	issues	issue	NOUN
fbem-31297	110	21	.	.	PUNCT
fbem-31297	111	1	assessment	assessment	NOUN
fbem-31297	111	2	:	:	PUNCT
fbem-31297	111	3	evaluating	evaluate	VERB
fbem-31297	111	4	data	datum	NOUN
fbem-31297	111	5	against	against	ADP
fbem-31297	111	6	predefined	predefine	VERB
fbem-31297	111	7	quality	quality	NOUN
fbem-31297	111	8	metrics	metric	NOUN
fbem-31297	111	9	and	and	CCONJ
fbem-31297	111	10	identifying	identify	VERB
fbem-31297	111	11	areas	area	NOUN
fbem-31297	111	12	for	for	ADP
fbem-31297	111	13	improvement	improvement	NOUN
fbem-31297	111	14	.	.	PUNCT
fbem-31297	112	1	remediation	remediation	NOUN
fbem-31297	112	2	:	:	PUNCT
fbem-31297	112	3	implementing	implement	VERB
fbem-31297	112	4	corrective	corrective	ADJ
fbem-31297	112	5	actions	action	NOUN
fbem-31297	112	6	to	to	PART
fbem-31297	112	7	address	address	VERB
fbem-31297	112	8	identified	identify	VERB
fbem-31297	112	9	quality	quality	NOUN
fbem-31297	112	10	issues	issue	NOUN
fbem-31297	112	11	,	,	PUNCT
fbem-31297	112	12	such	such	ADJ
fbem-31297	112	13	as	as	ADP
fbem-31297	112	14	data	data	NOUN
fbem-31297	112	15	cleansing	cleansing	NOUN
fbem-31297	112	16	or	or	CCONJ
fbem-31297	112	17	enrichment	enrichment	NOUN
fbem-31297	112	18	.	.	PUNCT
fbem-31297	113	1	monitoring	monitoring	NOUN
fbem-31297	113	2	:	:	PUNCT
fbem-31297	113	3	continuously	continuously	ADV
fbem-31297	113	4	monitoring	monitor	VERB
fbem-31297	113	5	data	datum	NOUN
fbem-31297	113	6	quality	quality	NOUN
fbem-31297	113	7	over	over	ADP
fbem-31297	113	8	time	time	NOUN
fbem-31297	113	9	to	to	PART
fbem-31297	113	10	ensure	ensure	VERB
fbem-31297	113	11	ongoing	ongoing	ADJ
fbem-31297	113	12	compliance	compliance	NOUN
fbem-31297	113	13	with	with	ADP
fbem-31297	113	14	quality	quality	NOUN
fbem-31297	113	15	standards	standard	NOUN
fbem-31297	113	16	.	.	PUNCT
fbem-31297	114	1	by	by	ADP
fbem-31297	114	2	adopting	adopt	VERB
fbem-31297	114	3	these	these	DET
fbem-31297	114	4	quality	quality	NOUN
fbem-31297	114	5	assessment	assessment	NOUN
fbem-31297	114	6	metrics	metric	NOUN
fbem-31297	114	7	and	and	CCONJ
fbem-31297	114	8	improvement	improvement	NOUN
fbem-31297	114	9	processes	process	NOUN
fbem-31297	114	10	,	,	PUNCT
fbem-31297	114	11	mnes	mne	NOUN
fbem-31297	114	12	can	can	AUX
fbem-31297	114	13	enhance	enhance	VERB
fbem-31297	114	14	the	the	DET
fbem-31297	114	15	reliability	reliability	NOUN
fbem-31297	114	16	and	and	CCONJ
fbem-31297	114	17	usability	usability	NOUN
fbem-31297	114	18	of	of	ADP
fbem-31297	114	19	their	their	PRON
fbem-31297	114	20	data	datum	NOUN
fbem-31297	114	21	,	,	PUNCT
fbem-31297	114	22	ultimately	ultimately	ADV
fbem-31297	114	23	supporting	support	VERB
fbem-31297	114	24	better	well	ADJ
fbem-31297	114	25	decision	decision	NOUN
fbem-31297	114	26	-	-	PUNCT
fbem-31297	114	27	making	making	NOUN
fbem-31297	114	28	and	and	CCONJ
fbem-31297	114	29	operational	operational	ADJ
fbem-31297	114	30	efficiency	efficiency	NOUN
fbem-31297	114	31	.	.	PUNCT
fbem-31297	115	1	data	datum	NOUN
fbem-31297	115	2	security	security	NOUN
fbem-31297	115	3	is	be	AUX
fbem-31297	115	4	critical	critical	ADJ
fbem-31297	115	5	for	for	ADP
fbem-31297	115	6	protecting	protect	VERB
fbem-31297	115	7	sensitive	sensitive	ADJ
fbem-31297	115	8	information	information	NOUN
fbem-31297	115	9	from	from	ADP
fbem-31297	115	10	unauthorized	unauthorized	ADJ
fbem-31297	115	11	access	access	NOUN
fbem-31297	115	12	,	,	PUNCT
fbem-31297	115	13	breaches	breach	NOUN
fbem-31297	115	14	,	,	PUNCT
fbem-31297	115	15	and	and	CCONJ
fbem-31297	115	16	other	other	ADJ
fbem-31297	115	17	threats	threat	NOUN
fbem-31297	115	18	[	[	X
fbem-31297	115	19	3	3	NUM
fbem-31297	115	20	]	]	PUNCT
fbem-31297	115	21	.	.	PUNCT
fbem-31297	116	1	mnes	mne	NOUN
fbem-31297	116	2	should	should	AUX
fbem-31297	116	3	implement	implement	VERB
fbem-31297	116	4	comprehensive	comprehensive	ADJ
fbem-31297	116	5	data	datum	NOUN
fbem-31297	116	6	security	security	NOUN
fbem-31297	116	7	strategies	strategy	NOUN
fbem-31297	116	8	that	that	PRON
fbem-31297	116	9	encompass	encompass	VERB
fbem-31297	116	10	access	access	NOUN
fbem-31297	116	11	control	control	NOUN
fbem-31297	116	12	,	,	PUNCT
fbem-31297	116	13	encryption	encryption	NOUN
fbem-31297	116	14	,	,	PUNCT
fbem-31297	116	15	and	and	CCONJ
fbem-31297	116	16	compliance	compliance	NOUN
fbem-31297	116	17	with	with	ADP
fbem-31297	116	18	relevant	relevant	ADJ
fbem-31297	116	19	regulations	regulation	NOUN
fbem-31297	116	20	.	.	PUNCT
fbem-31297	117	1	key	key	ADJ
fbem-31297	117	2	components	component	NOUN
fbem-31297	117	3	include	include	VERB
fbem-31297	117	4	:	:	PUNCT
fbem-31297	117	5	(	(	PUNCT
fbem-31297	117	6	1	1	X
fbem-31297	117	7	)	)	PUNCT
fbem-31297	117	8	access	access	NOUN
fbem-31297	117	9	control	control	NOUN
fbem-31297	117	10	:	:	PUNCT
fbem-31297	117	11	implementing	implement	VERB
fbem-31297	117	12	robust	robust	ADJ
fbem-31297	117	13	access	access	NOUN
fbem-31297	117	14	control	control	NOUN
fbem-31297	117	15	measures	measure	NOUN
fbem-31297	117	16	ensures	ensure	VERB
fbem-31297	117	17	that	that	SCONJ
fbem-31297	117	18	only	only	ADV
fbem-31297	117	19	authorized	authorize	VERB
fbem-31297	117	20	personnel	personnel	NOUN
fbem-31297	117	21	can	can	AUX
fbem-31297	117	22	access	access	VERB
fbem-31297	117	23	sensitive	sensitive	ADJ
fbem-31297	117	24	data	datum	NOUN
fbem-31297	117	25	.	.	PUNCT
fbem-31297	118	1	best	good	ADJ
fbem-31297	118	2	practices	practice	NOUN
fbem-31297	118	3	for	for	ADP
fbem-31297	118	4	access	access	NOUN
fbem-31297	118	5	control	control	NOUN
fbem-31297	118	6	include	include	VERB
fbem-31297	118	7	:	:	PUNCT
fbem-31297	118	8	role	role	NOUN
fbem-31297	118	9	-	-	PUNCT
fbem-31297	118	10	based	base	VERB
fbem-31297	118	11	access	access	NOUN
fbem-31297	118	12	control	control	NOUN
fbem-31297	118	13	(	(	PUNCT
fbem-31297	118	14	rbac	rbac	NOUN
fbem-31297	118	15	):	):	PUNCT
fbem-31297	118	16	assigning	assign	VERB
fbem-31297	118	17	access	access	NOUN
fbem-31297	118	18	permissions	permission	NOUN
fbem-31297	118	19	based	base	VERB
fbem-31297	118	20	on	on	ADP
fbem-31297	118	21	user	user	NOUN
fbem-31297	118	22	roles	role	NOUN
fbem-31297	118	23	within	within	ADP
fbem-31297	118	24	the	the	DET
fbem-31297	118	25	organization	organization	NOUN
fbem-31297	118	26	.	.	PUNCT
fbem-31297	119	1	for	for	ADP
fbem-31297	119	2	example	example	NOUN
fbem-31297	119	3	,	,	PUNCT
fbem-31297	119	4	a	a	DET
fbem-31297	119	5	financial	financial	ADJ
fbem-31297	119	6	analyst	analyst	NOUN
fbem-31297	119	7	may	may	AUX
fbem-31297	119	8	have	have	VERB
fbem-31297	119	9	access	access	NOUN
fbem-31297	119	10	to	to	ADP
fbem-31297	119	11	financial	financial	ADJ
fbem-31297	119	12	data	datum	NOUN
fbem-31297	119	13	,	,	PUNCT
fbem-31297	119	14	while	while	SCONJ
fbem-31297	119	15	a	a	DET
fbem-31297	119	16	marketing	marketing	NOUN
fbem-31297	119	17	team	team	NOUN
fbem-31297	119	18	member	member	NOUN
fbem-31297	119	19	may	may	AUX
fbem-31297	119	20	only	only	ADV
fbem-31297	119	21	access	access	VERB
fbem-31297	119	22	customer	customer	NOUN
fbem-31297	119	23	engagement	engagement	NOUN
fbem-31297	119	24	data	datum	NOUN
fbem-31297	119	25	.	.	PUNCT
fbem-31297	120	1	least	least	ADJ
fbem-31297	120	2	privilege	privilege	NOUN
fbem-31297	120	3	principle	principle	NOUN
fbem-31297	120	4	:	:	PUNCT
fbem-31297	120	5	granting	grant	VERB
fbem-31297	120	6	users	user	NOUN
fbem-31297	120	7	the	the	DET
fbem-31297	120	8	minimum	minimum	ADJ
fbem-31297	120	9	level	level	NOUN
fbem-31297	120	10	of	of	ADP
fbem-31297	120	11	access	access	NOUN
fbem-31297	120	12	necessary	necessary	ADJ
fbem-31297	120	13	to	to	PART
fbem-31297	120	14	perform	perform	VERB
fbem-31297	120	15	their	their	PRON
fbem-31297	120	16	job	job	NOUN
fbem-31297	120	17	functions	function	NOUN
fbem-31297	120	18	.	.	PUNCT
fbem-31297	121	1	this	this	PRON
fbem-31297	121	2	reduces	reduce	VERB
fbem-31297	121	3	the	the	DET
fbem-31297	121	4	risk	risk	NOUN
fbem-31297	121	5	of	of	ADP
fbem-31297	121	6	unauthorized	unauthorized	ADJ
fbem-31297	121	7	access	access	NOUN
fbem-31297	121	8	to	to	ADP
fbem-31297	121	9	sensitive	sensitive	ADJ
fbem-31297	121	10	information	information	NOUN
fbem-31297	121	11	.	.	PUNCT
fbem-31297	122	1	(	(	PUNCT
fbem-31297	122	2	2	2	X
fbem-31297	122	3	)	)	PUNCT
fbem-31297	122	4	encryption	encryption	NOUN
fbem-31297	122	5	:	:	PUNCT
fbem-31297	122	6	encrypting	encrypt	VERB
fbem-31297	122	7	data	datum	NOUN
fbem-31297	122	8	both	both	CCONJ
fbem-31297	122	9	at	at	ADP
fbem-31297	122	10	rest	rest	NOUN
fbem-31297	122	11	and	and	CCONJ
fbem-31297	122	12	in	in	ADP
fbem-31297	122	13	transit	transit	NOUN
fbem-31297	122	14	is	be	AUX
fbem-31297	122	15	essential	essential	ADJ
fbem-31297	122	16	for	for	ADP
fbem-31297	122	17	protecting	protect	VERB
fbem-31297	122	18	sensitive	sensitive	ADJ
fbem-31297	122	19	information	information	NOUN
fbem-31297	122	20	from	from	ADP
fbem-31297	122	21	unauthorized	unauthorized	ADJ
fbem-31297	122	22	access	access	NOUN
fbem-31297	122	23	.	.	PUNCT
fbem-31297	123	1	encryption	encryption	NOUN
fbem-31297	123	2	transforms	transform	VERB
fbem-31297	123	3	data	datum	NOUN
fbem-31297	123	4	into	into	ADP
fbem-31297	123	5	a	a	DET
fbem-31297	123	6	coded	code	VERB
fbem-31297	123	7	format	format	NOUN
fbem-31297	123	8	that	that	PRON
fbem-31297	123	9	can	can	AUX
fbem-31297	123	10	only	only	ADV
fbem-31297	123	11	be	be	AUX
fbem-31297	123	12	read	read	VERB
fbem-31297	123	13	by	by	ADP
fbem-31297	123	14	authorized	authorize	VERB
fbem-31297	123	15	users	user	NOUN
fbem-31297	123	16	with	with	ADP
fbem-31297	123	17	the	the	DET
fbem-31297	123	18	appropriate	appropriate	ADJ
fbem-31297	123	19	decryption	decryption	NOUN
fbem-31297	123	20	keys	key	NOUN
fbem-31297	123	21	.	.	PUNCT
fbem-31297	124	1	for	for	ADP
fbem-31297	124	2	instance	instance	NOUN
fbem-31297	124	3	,	,	PUNCT
fbem-31297	124	4	mnes	mne	NOUN
fbem-31297	124	5	can	can	AUX
fbem-31297	124	6	use	use	VERB
fbem-31297	124	7	encryption	encryption	NOUN
fbem-31297	124	8	protocols	protocol	NOUN
fbem-31297	124	9	such	such	ADJ
fbem-31297	124	10	as	as	ADP
fbem-31297	124	11	aes	aes	PROPN
fbem-31297	124	12	(	(	PUNCT
fbem-31297	124	13	advanced	advanced	ADJ
fbem-31297	124	14	encryption	encryption	NOUN
fbem-31297	124	15	standard	standard	NOUN
fbem-31297	124	16	)	)	PUNCT
fbem-31297	124	17	to	to	PART
fbem-31297	124	18	secure	secure	VERB
fbem-31297	124	19	sensitive	sensitive	ADJ
fbem-31297	124	20	customer	customer	NOUN
fbem-31297	124	21	data	datum	NOUN
fbem-31297	124	22	stored	store	VERB
fbem-31297	124	23	in	in	ADP
fbem-31297	124	24	databases	database	NOUN
fbem-31297	124	25	.	.	PUNCT
fbem-31297	125	1	(	(	PUNCT
fbem-31297	125	2	3	3	X
fbem-31297	125	3	)	)	PUNCT
fbem-31297	125	4	compliance	compliance	NOUN
fbem-31297	125	5	with	with	ADP
fbem-31297	125	6	regulations	regulation	NOUN
fbem-31297	125	7	:	:	PUNCT
fbem-31297	125	8	adhering	adhere	VERB
fbem-31297	125	9	to	to	ADP
fbem-31297	125	10	data	data	NOUN
fbem-31297	125	11	protection	protection	NOUN
fbem-31297	125	12	regulations	regulation	NOUN
fbem-31297	125	13	,	,	PUNCT
fbem-31297	125	14	such	such	ADJ
fbem-31297	125	15	as	as	ADP
fbem-31297	125	16	gdpr	gdpr	PROPN
fbem-31297	125	17	(	(	PUNCT
fbem-31297	125	18	general	general	ADJ
fbem-31297	125	19	data	datum	NOUN
fbem-31297	125	20	protection	protection	PROPN
fbem-31297	125	21	regulation	regulation	PROPN
fbem-31297	125	22	)	)	PUNCT
fbem-31297	125	23	and	and	CCONJ
fbem-31297	125	24	hipaa	hipaa	NOUN
fbem-31297	125	25	(	(	PUNCT
fbem-31297	125	26	health	health	NOUN
fbem-31297	125	27	insurance	insurance	NOUN
fbem-31297	125	28	portability	portability	NOUN
fbem-31297	125	29	and	and	CCONJ
fbem-31297	125	30	accountability	accountability	NOUN
fbem-31297	125	31	act	act	NOUN
fbem-31297	125	32	)	)	PUNCT
fbem-31297	125	33	,	,	PUNCT
fbem-31297	125	34	is	be	AUX
fbem-31297	125	35	crucial	crucial	ADJ
fbem-31297	125	36	for	for	SCONJ
fbem-31297	125	37	mnes	mne	NOUN
fbem-31297	125	38	to	to	PART
fbem-31297	125	39	avoid	avoid	VERB
fbem-31297	125	40	legal	legal	ADJ
fbem-31297	125	41	penalties	penalty	NOUN
fbem-31297	125	42	and	and	CCONJ
fbem-31297	125	43	protect	protect	VERB
fbem-31297	125	44	customer	customer	NOUN
fbem-31297	125	45	trust	trust	PROPN
fbem-31297	125	46	.	.	PUNCT
fbem-31297	126	1	organizations	organization	NOUN
fbem-31297	126	2	should	should	AUX
fbem-31297	126	3	establish	establish	VERB
fbem-31297	126	4	clear	clear	ADJ
fbem-31297	126	5	data	datum	NOUN
fbem-31297	126	6	security	security	NOUN
fbem-31297	126	7	policies	policy	NOUN
fbem-31297	126	8	that	that	PRON
fbem-31297	126	9	align	align	VERB
fbem-31297	126	10	with	with	ADP
fbem-31297	126	11	regulatory	regulatory	ADJ
fbem-31297	126	12	requirements	requirement	NOUN
fbem-31297	126	13	and	and	CCONJ
fbem-31297	126	14	ensure	ensure	VERB
fbem-31297	126	15	that	that	SCONJ
fbem-31297	126	16	all	all	DET
fbem-31297	126	17	employees	employee	NOUN
fbem-31297	126	18	are	be	AUX
fbem-31297	126	19	trained	train	VERB
fbem-31297	126	20	on	on	ADP
fbem-31297	126	21	compliance	compliance	NOUN
fbem-31297	126	22	practices	practice	NOUN
fbem-31297	126	23	.	.	PUNCT
fbem-31297	127	1	(	(	PUNCT
fbem-31297	127	2	4	4	X
fbem-31297	127	3	)	)	PUNCT
fbem-31297	127	4	security	security	NOUN
fbem-31297	127	5	practices	practice	NOUN
fbem-31297	127	6	and	and	CCONJ
fbem-31297	127	7	principles	principle	NOUN
fbem-31297	127	8	:	:	PUNCT
fbem-31297	127	9	mnes	mne	NOUN
fbem-31297	127	10	should	should	AUX
fbem-31297	127	11	adopt	adopt	VERB
fbem-31297	127	12	security	security	NOUN
fbem-31297	127	13	best	good	ADJ
fbem-31297	127	14	practices	practice	NOUN
fbem-31297	127	15	and	and	CCONJ
fbem-31297	127	16	principles	principle	NOUN
fbem-31297	127	17	to	to	PART
fbem-31297	127	18	enhance	enhance	VERB
fbem-31297	127	19	their	their	PRON
fbem-31297	127	20	overall	overall	ADJ
fbem-31297	127	21	data	datum	NOUN
fbem-31297	127	22	security	security	NOUN
fbem-31297	127	23	posture	posture	NOUN
fbem-31297	127	24	.	.	PUNCT
fbem-31297	128	1	key	key	ADJ
fbem-31297	128	2	practices	practice	NOUN
fbem-31297	128	3	include	include	VERB
fbem-31297	128	4	:	:	PUNCT
fbem-31297	128	5	regular	regular	ADJ
fbem-31297	128	6	security	security	NOUN
fbem-31297	128	7	audits	audits	NOUN
fbem-31297	128	8	:	:	PUNCT
fbem-31297	128	9	conducting	conduct	VERB
fbem-31297	128	10	periodic	periodic	ADJ
fbem-31297	128	11	security	security	NOUN
fbem-31297	128	12	audits	audits	NOUN
fbem-31297	128	13	to	to	PART
fbem-31297	128	14	identify	identify	VERB
fbem-31297	128	15	vulnerabilities	vulnerability	NOUN
fbem-31297	128	16	and	and	CCONJ
fbem-31297	128	17	assess	assess	VERB
fbem-31297	128	18	the	the	DET
fbem-31297	128	19	effectiveness	effectiveness	NOUN
fbem-31297	128	20	of	of	ADP
fbem-31297	128	21	security	security	NOUN
fbem-31297	128	22	measures	measure	NOUN
fbem-31297	128	23	.	.	PUNCT
fbem-31297	129	1	incident	incident	NOUN
fbem-31297	129	2	response	response	NOUN
fbem-31297	129	3	planning	planning	NOUN
fbem-31297	129	4	:	:	PUNCT
fbem-31297	129	5	developing	develop	VERB
fbem-31297	129	6	and	and	CCONJ
fbem-31297	129	7	implementing	implement	VERB
fbem-31297	129	8	an	an	DET
fbem-31297	129	9	incident	incident	NOUN
fbem-31297	129	10	response	response	NOUN
fbem-31297	129	11	plan	plan	NOUN
fbem-31297	129	12	to	to	PART
fbem-31297	129	13	address	address	VERB
fbem-31297	129	14	potential	potential	ADJ
fbem-31297	129	15	data	datum	NOUN
fbem-31297	129	16	breaches	breach	NOUN
fbem-31297	129	17	or	or	CCONJ
fbem-31297	129	18	security	security	NOUN
fbem-31297	129	19	incidents	incident	NOUN
fbem-31297	129	20	promptly	promptly	ADV
fbem-31297	129	21	.	.	PUNCT
fbem-31297	130	1	employee	employee	NOUN
fbem-31297	130	2	training	training	NOUN
fbem-31297	130	3	:	:	PUNCT
fbem-31297	130	4	providing	provide	VERB
fbem-31297	130	5	ongoing	ongoing	ADJ
fbem-31297	130	6	training	training	NOUN
fbem-31297	130	7	to	to	ADP
fbem-31297	130	8	employees	employee	NOUN
fbem-31297	130	9	on	on	ADP
fbem-31297	130	10	data	datum	NOUN
fbem-31297	130	11	security	security	NOUN
fbem-31297	130	12	awareness	awareness	NOUN
fbem-31297	130	13	,	,	PUNCT
fbem-31297	130	14	including	include	VERB
fbem-31297	130	15	recognizing	recognize	VERB
fbem-31297	130	16	phishing	phishe	VERB
fbem-31297	130	17	attempts	attempt	NOUN
fbem-31297	130	18	and	and	CCONJ
fbem-31297	130	19	following	follow	VERB
fbem-31297	130	20	secure	secure	ADJ
fbem-31297	130	21	data	datum	NOUN
fbem-31297	130	22	handling	handling	NOUN
fbem-31297	130	23	practices	practice	NOUN
fbem-31297	130	24	.	.	PUNCT
fbem-31297	131	1	in	in	ADP
fbem-31297	131	2	conclusion	conclusion	NOUN
fbem-31297	131	3	,	,	PUNCT
fbem-31297	131	4	maintaining	maintain	VERB
fbem-31297	131	5	high	high	ADJ
fbem-31297	131	6	data	datum	NOUN
fbem-31297	131	7	quality	quality	NOUN
fbem-31297	131	8	and	and	CCONJ
fbem-31297	131	9	implementing	implement	VERB
fbem-31297	131	10	robust	robust	ADJ
fbem-31297	131	11	data	datum	NOUN
fbem-31297	131	12	security	security	NOUN
fbem-31297	131	13	strategies	strategy	NOUN
fbem-31297	131	14	are	be	AUX
fbem-31297	131	15	essential	essential	ADJ
fbem-31297	131	16	for	for	SCONJ
fbem-31297	131	17	mnes	mne	NOUN
fbem-31297	131	18	to	to	PART
fbem-31297	131	19	protect	protect	VERB
fbem-31297	131	20	their	their	PRON
fbem-31297	131	21	data	datum	NOUN
fbem-31297	131	22	assets	asset	NOUN
fbem-31297	131	23	and	and	CCONJ
fbem-31297	131	24	ensure	ensure	VERB
fbem-31297	131	25	compliance	compliance	NOUN
fbem-31297	131	26	with	with	ADP
fbem-31297	131	27	regulations	regulation	NOUN
fbem-31297	131	28	.	.	PUNCT
fbem-31297	132	1	by	by	ADP
fbem-31297	132	2	focusing	focus	VERB
fbem-31297	132	3	on	on	ADP
fbem-31297	132	4	quality	quality	NOUN
fbem-31297	132	5	assessment	assessment	NOUN
fbem-31297	132	6	metrics	metric	NOUN
fbem-31297	132	7	,	,	PUNCT
fbem-31297	132	8	improvement	improvement	NOUN
fbem-31297	132	9	processes	process	NOUN
fbem-31297	132	10	,	,	PUNCT
fbem-31297	132	11	and	and	CCONJ
fbem-31297	132	12	comprehensive	comprehensive	ADJ
fbem-31297	132	13	security	security	NOUN
fbem-31297	132	14	measures	measure	NOUN
fbem-31297	132	15	,	,	PUNCT
fbem-31297	132	16	organizations	organization	NOUN
fbem-31297	132	17	can	can	AUX
fbem-31297	132	18	enhance	enhance	VERB
fbem-31297	132	19	their	their	PRON
fbem-31297	132	20	data	data	NOUN
fbem-31297	132	21	management	management	NOUN
fbem-31297	132	22	efforts	effort	NOUN
fbem-31297	132	23	and	and	CCONJ
fbem-31297	132	24	safeguard	safeguard	VERB
fbem-31297	132	25	sensitive	sensitive	ADJ
fbem-31297	132	26	information	information	NOUN
fbem-31297	132	27	.	.	PUNCT
fbem-31297	133	1	3	3	X
fbem-31297	133	2	.	.	X
fbem-31297	133	3	technical	technical	ADJ
fbem-31297	133	4	solutions	solution	NOUN
fbem-31297	133	5	3.1	3.1	NUM
fbem-31297	133	6	.	.	PUNCT
fbem-31297	133	7	enterprise	enterprise	NOUN
fbem-31297	133	8	-	-	PUNCT
fbem-31297	133	9	level	level	NOUN
fbem-31297	133	10	data	datum	NOUN
fbem-31297	133	11	architecture	architecture	NOUN
fbem-31297	133	12	and	and	CCONJ
fbem-31297	133	13	data	data	NOUN
fbem-31297	133	14	platform	platform	NOUN
fbem-31297	133	15	establishing	establish	VERB
fbem-31297	133	16	an	an	DET
fbem-31297	133	17	enterprise	enterprise	NOUN
fbem-31297	133	18	-	-	PUNCT
fbem-31297	133	19	level	level	NOUN
fbem-31297	133	20	data	datum	NOUN
fbem-31297	133	21	architecture	architecture	NOUN
fbem-31297	133	22	is	be	AUX
fbem-31297	133	23	paramount	paramount	ADJ
fbem-31297	133	24	for	for	ADP
fbem-31297	133	25	multinational	multinational	ADJ
fbem-31297	133	26	enterprises	enterprise	NOUN
fbem-31297	133	27	(	(	PUNCT
fbem-31297	133	28	mnes	mne	NOUN
fbem-31297	133	29	)	)	PUNCT
fbem-31297	133	30	as	as	SCONJ
fbem-31297	133	31	it	it	PRON
fbem-31297	133	32	lays	lay	VERB
fbem-31297	133	33	the	the	DET
fbem-31297	133	34	foundation	foundation	NOUN
fbem-31297	133	35	for	for	ADP
fbem-31297	133	36	effective	effective	ADJ
fbem-31297	133	37	data	datum	NOUN
fbem-31297	133	38	management	management	NOUN
fbem-31297	133	39	across	across	ADP
fbem-31297	133	40	diverse	diverse	ADJ
fbem-31297	133	41	geographical	geographical	ADJ
fbem-31297	133	42	locations	location	NOUN
fbem-31297	133	43	and	and	CCONJ
fbem-31297	133	44	business	business	NOUN
fbem-31297	133	45	units	unit	NOUN
fbem-31297	133	46	[	[	X
fbem-31297	133	47	12	12	NUM
fbem-31297	133	48	]	]	PUNCT
fbem-31297	133	49	.	.	PUNCT
fbem-31297	134	1	in	in	ADP
fbem-31297	134	2	today	today	NOUN
fbem-31297	134	3	’s	’s	PART
fbem-31297	134	4	data	data	NOUN
fbem-31297	134	5	-	-	PUNCT
fbem-31297	134	6	driven	drive	VERB
fbem-31297	134	7	landscape	landscape	NOUN
fbem-31297	134	8	,	,	PUNCT
fbem-31297	134	9	a	a	DET
fbem-31297	134	10	robust	robust	ADJ
fbem-31297	134	11	data	data	NOUN
fbem-31297	134	12	architecture	architecture	NOUN
fbem-31297	134	13	is	be	AUX
fbem-31297	134	14	crucial	crucial	ADJ
fbem-31297	134	15	for	for	ADP
fbem-31297	134	16	effective	effective	ADJ
fbem-31297	134	17	data	datum	NOUN
fbem-31297	134	18	management	management	NOUN
fbem-31297	134	19	,	,	PUNCT
fbem-31297	134	20	enabling	enable	VERB
fbem-31297	134	21	seamless	seamless	ADJ
fbem-31297	134	22	integration	integration	NOUN
fbem-31297	134	23	,	,	PUNCT
fbem-31297	134	24	high	high	ADJ
fbem-31297	134	25	data	datum	NOUN
fbem-31297	134	26	quality	quality	NOUN
fbem-31297	134	27	,	,	PUNCT
fbem-31297	134	28	and	and	CCONJ
fbem-31297	134	29	strong	strong	ADJ
fbem-31297	134	30	governance	governance	NOUN
fbem-31297	134	31	.	.	PUNCT
fbem-31297	135	1	by	by	ADP
fbem-31297	135	2	centralizing	centralize	VERB
fbem-31297	135	3	data	datum	NOUN
fbem-31297	135	4	storage	storage	NOUN
fbem-31297	135	5	and	and	CCONJ
fbem-31297	135	6	processing	processing	NOUN
fbem-31297	135	7	,	,	PUNCT
fbem-31297	135	8	mnes	mne	NOUN
fbem-31297	135	9	can	can	AUX
fbem-31297	135	10	eliminate	eliminate	VERB
fbem-31297	135	11	data	datum	NOUN
fbem-31297	135	12	silos	silo	NOUN
fbem-31297	135	13	,	,	PUNCT
fbem-31297	135	14	providing	provide	VERB
fbem-31297	135	15	stakeholders	stakeholder	NOUN
fbem-31297	135	16	with	with	ADP
fbem-31297	135	17	consistent	consistent	ADJ
fbem-31297	135	18	and	and	CCONJ
fbem-31297	135	19	accurate	accurate	ADJ
fbem-31297	135	20	information	information	NOUN
fbem-31297	135	21	that	that	PRON
fbem-31297	135	22	enhances	enhance	VERB
fbem-31297	135	23	operational	operational	ADJ
fbem-31297	135	24	efficiency	efficiency	NOUN
fbem-31297	135	25	and	and	CCONJ
fbem-31297	135	26	fosters	foster	VERB
fbem-31297	135	27	collaboration	collaboration	NOUN
fbem-31297	135	28	.	.	PUNCT
fbem-31297	136	1	moreover	moreover	ADV
fbem-31297	136	2	,	,	PUNCT
fbem-31297	136	3	aligning	align	VERB
fbem-31297	136	4	data	datum	NOUN
fbem-31297	136	5	architecture	architecture	NOUN
fbem-31297	136	6	with	with	ADP
fbem-31297	136	7	business	business	NOUN
fbem-31297	136	8	strategies	strategy	NOUN
fbem-31297	136	9	is	be	AUX
fbem-31297	136	10	essential	essential	ADJ
fbem-31297	136	11	for	for	ADP
fbem-31297	136	12	organizational	organizational	ADJ
fbem-31297	136	13	success	success	NOUN
fbem-31297	136	14	.	.	PUNCT
fbem-31297	137	1	a	a	DET
fbem-31297	137	2	strategic	strategic	ADJ
fbem-31297	137	3	architecture	architecture	NOUN
fbem-31297	137	4	allows	allow	VERB
fbem-31297	137	5	mnes	mne	NOUN
fbem-31297	137	6	to	to	PART
fbem-31297	137	7	quickly	quickly	ADV
fbem-31297	137	8	respond	respond	VERB
fbem-31297	137	9	to	to	ADP
fbem-31297	137	10	market	market	NOUN
fbem-31297	137	11	changes	change	NOUN
fbem-31297	137	12	and	and	CCONJ
fbem-31297	137	13	customer	customer	NOUN
fbem-31297	137	14	needs	need	NOUN
fbem-31297	137	15	,	,	PUNCT
fbem-31297	137	16	leveraging	leverage	VERB
fbem-31297	137	17	data	datum	NOUN
fbem-31297	137	18	as	as	ADP
fbem-31297	137	19	a	a	DET
fbem-31297	137	20	strategic	strategic	ADJ
fbem-31297	137	21	asset	asset	NOUN
fbem-31297	137	22	to	to	PART
fbem-31297	137	23	drive	drive	VERB
fbem-31297	137	24	innovation	innovation	NOUN
fbem-31297	137	25	and	and	CCONJ
fbem-31297	137	26	gain	gain	VERB
fbem-31297	137	27	a	a	DET
fbem-31297	137	28	competitive	competitive	ADJ
fbem-31297	137	29	advantage	advantage	NOUN
fbem-31297	137	30	.	.	PUNCT
fbem-31297	138	1	to	to	PART
fbem-31297	138	2	achieve	achieve	VERB
fbem-31297	138	3	these	these	DET
fbem-31297	138	4	benefits	benefit	NOUN
fbem-31297	138	5	,	,	PUNCT
fbem-31297	138	6	mnes	mne	NOUN
fbem-31297	138	7	must	must	AUX
fbem-31297	138	8	invest	invest	VERB
fbem-31297	138	9	in	in	ADP
fbem-31297	138	10	a	a	DET
fbem-31297	138	11	comprehensive	comprehensive	ADJ
fbem-31297	138	12	data	datum	NOUN
fbem-31297	138	13	platform	platform	NOUN
fbem-31297	138	14	that	that	PRON
fbem-31297	138	15	includes	include	VERB
fbem-31297	138	16	data	datum	NOUN
fbem-31297	138	17	lakes	lake	NOUN
fbem-31297	138	18	for	for	ADP
fbem-31297	138	19	scalable	scalable	ADJ
fbem-31297	138	20	storage	storage	NOUN
fbem-31297	138	21	,	,	PUNCT
fbem-31297	138	22	etl	etl	NOUN
fbem-31297	138	23	processes	process	NOUN
fbem-31297	138	24	for	for	ADP
fbem-31297	138	25	integration	integration	NOUN
fbem-31297	138	26	,	,	PUNCT
fbem-31297	138	27	and	and	CCONJ
fbem-31297	138	28	advanced	advanced	ADJ
fbem-31297	138	29	analytics	analytic	NOUN
fbem-31297	138	30	tools	tool	NOUN
fbem-31297	138	31	for	for	ADP
fbem-31297	138	32	actionable	actionable	ADJ
fbem-31297	138	33	insights	insight	NOUN
fbem-31297	138	34	.	.	PUNCT
fbem-31297	139	1	a	a	DET
fbem-31297	139	2	well	well	ADV
fbem-31297	139	3	-	-	PUNCT
fbem-31297	139	4	structured	structure	VERB
fbem-31297	139	5	data	data	NOUN
fbem-31297	139	6	platform	platform	NOUN
fbem-31297	139	7	ensures	ensure	VERB
fbem-31297	139	8	that	that	SCONJ
fbem-31297	139	9	data	datum	NOUN
fbem-31297	139	10	architecture	architecture	NOUN
fbem-31297	139	11	meets	meet	VERB
fbem-31297	139	12	current	current	ADJ
fbem-31297	139	13	needs	need	NOUN
fbem-31297	139	14	and	and	CCONJ
fbem-31297	139	15	adapts	adapt	VERB
fbem-31297	139	16	to	to	ADP
fbem-31297	139	17	future	future	ADJ
fbem-31297	139	18	challenges	challenge	NOUN
fbem-31297	139	19	.	.	PUNCT
fbem-31297	140	1	data	datum	NOUN
fbem-31297	140	2	platform	platform	NOUN
fbem-31297	140	3	can	can	AUX
fbem-31297	140	4	be	be	AUX
fbem-31297	140	5	visualized	visualize	VERB
fbem-31297	140	6	in	in	ADP
fbem-31297	140	7	terms	term	NOUN
fbem-31297	140	8	of	of	ADP
fbem-31297	140	9	several	several	ADJ
fbem-31297	140	10	layers	layer	NOUN
fbem-31297	140	11	,	,	PUNCT
fbem-31297	140	12	each	each	PRON
fbem-31297	140	13	serving	serve	VERB
fbem-31297	140	14	a	a	DET
fbem-31297	140	15	distinct	distinct	ADJ
fbem-31297	140	16	purpose	purpose	NOUN
fbem-31297	140	17	:	:	PUNCT
fbem-31297	140	18	data	datum	NOUN
fbem-31297	140	19	source	source	NOUN
fbem-31297	140	20	layer	layer	NOUN
fbem-31297	140	21	:	:	PUNCT
fbem-31297	140	22	this	this	DET
fbem-31297	140	23	layer	layer	NOUN
fbem-31297	140	24	encompasses	encompass	VERB
fbem-31297	140	25	all	all	DET
fbem-31297	140	26	data	datum	NOUN
fbem-31297	140	27	sources	source	NOUN
fbem-31297	140	28	,	,	PUNCT
fbem-31297	140	29	including	include	VERB
fbem-31297	140	30	internal	internal	ADJ
fbem-31297	140	31	systems	system	NOUN
fbem-31297	140	32	(	(	PUNCT
fbem-31297	140	33	e.g.	e.g.	ADV
fbem-31297	140	34	,	,	PUNCT
fbem-31297	140	35	erp	erp	PROPN
fbem-31297	140	36	,	,	PUNCT
fbem-31297	140	37	crm	crm	PROPN
fbem-31297	140	38	)	)	PUNCT
fbem-31297	140	39	and	and	CCONJ
fbem-31297	140	40	external	external	ADJ
fbem-31297	140	41	sources	source	NOUN
fbem-31297	140	42	(	(	PUNCT
fbem-31297	140	43	e.g.	e.g.	ADV
fbem-31297	140	44	,	,	PUNCT
fbem-31297	140	45	social	social	ADJ
fbem-31297	140	46	media	medium	NOUN
fbem-31297	140	47	,	,	PUNCT
fbem-31297	140	48	third	third	ADJ
fbem-31297	140	49	-	-	PUNCT
fbem-31297	140	50	party	party	NOUN
fbem-31297	140	51	data	datum	NOUN
fbem-31297	140	52	providers	provider	NOUN
fbem-31297	140	53	)	)	PUNCT
fbem-31297	140	54	.	.	PUNCT
fbem-31297	141	1	it	it	PRON
fbem-31297	141	2	is	be	AUX
fbem-31297	141	3	essential	essential	ADJ
fbem-31297	141	4	to	to	PART
fbem-31297	141	5	identify	identify	VERB
fbem-31297	141	6	and	and	CCONJ
fbem-31297	141	7	catalog	catalog	VERB
fbem-31297	141	8	these	these	DET
fbem-31297	141	9	sources	source	NOUN
fbem-31297	141	10	to	to	PART
fbem-31297	141	11	understand	understand	VERB
fbem-31297	141	12	the	the	DET
fbem-31297	141	13	data	datum	NOUN
fbem-31297	141	14	landscape	landscape	NOUN
fbem-31297	141	15	.	.	PUNCT
fbem-31297	142	1	data	datum	NOUN
fbem-31297	142	2	ingestion	ingestion	NOUN
fbem-31297	142	3	layer	layer	NOUN
fbem-31297	142	4	:	:	PUNCT
fbem-31297	142	5	this	this	DET
fbem-31297	142	6	layer	layer	NOUN
fbem-31297	142	7	is	be	AUX
fbem-31297	142	8	responsible	responsible	ADJ
fbem-31297	142	9	for	for	ADP
fbem-31297	142	10	collecting	collect	VERB
fbem-31297	142	11	and	and	CCONJ
fbem-31297	142	12	ingesting	ingest	VERB
fbem-31297	142	13	data	datum	NOUN
fbem-31297	142	14	from	from	ADP
fbem-31297	142	15	various	various	ADJ
fbem-31297	142	16	sources	source	NOUN
fbem-31297	142	17	into	into	ADP
fbem-31297	142	18	the	the	DET
fbem-31297	142	19	data	data	NOUN
fbem-31297	142	20	platform	platform	NOUN
fbem-31297	142	21	.	.	PUNCT
fbem-31297	143	1	tools	tool	NOUN
fbem-31297	143	2	for	for	ADP
fbem-31297	143	3	data	datum	NOUN
fbem-31297	143	4	ingestion	ingestion	NOUN
fbem-31297	143	5	may	may	AUX
fbem-31297	143	6	include	include	VERB
fbem-31297	143	7	batch	batch	NOUN
fbem-31297	143	8	processing	processing	NOUN
fbem-31297	143	9	tools	tool	NOUN
fbem-31297	143	10	,	,	PUNCT
fbem-31297	143	11	real	real	ADJ
fbem-31297	143	12	-	-	PUNCT
fbem-31297	143	13	time	time	NOUN
fbem-31297	143	14	streaming	streaming	NOUN
fbem-31297	143	15	technologies	technology	NOUN
fbem-31297	143	16	,	,	PUNCT
fbem-31297	143	17	and	and	CCONJ
fbem-31297	143	18	apis	apis	PROPN
fbem-31297	143	19	.	.	PUNCT
fbem-31297	144	1	data	datum	NOUN
fbem-31297	144	2	storage	storage	NOUN
fbem-31297	144	3	layer	layer	NOUN
fbem-31297	144	4	:	:	PUNCT
fbem-31297	144	5	the	the	DET
fbem-31297	144	6	data	data	NOUN
fbem-31297	144	7	storage	storage	NOUN
fbem-31297	144	8	layer	layer	NOUN
fbem-31297	144	9	is	be	AUX
fbem-31297	144	10	where	where	SCONJ
fbem-31297	144	11	data	datum	NOUN
fbem-31297	144	12	is	be	AUX
fbem-31297	144	13	stored	store	VERB
fbem-31297	144	14	for	for	ADP
fbem-31297	144	15	analysis	analysis	NOUN
fbem-31297	144	16	and	and	CCONJ
fbem-31297	144	17	reporting	reporting	NOUN
fbem-31297	144	18	.	.	PUNCT
fbem-31297	145	1	data	datum	NOUN
fbem-31297	145	2	processing	processing	NOUN
fbem-31297	145	3	layer	layer	NOUN
fbem-31297	145	4	:	:	PUNCT
fbem-31297	145	5	this	this	DET
fbem-31297	145	6	layer	layer	NOUN
fbem-31297	145	7	involves	involve	VERB
fbem-31297	145	8	the	the	DET
fbem-31297	145	9	processing	processing	NOUN
fbem-31297	145	10	and	and	CCONJ
fbem-31297	145	11	transformation	transformation	NOUN
fbem-31297	145	12	of	of	ADP
fbem-31297	145	13	data	datum	NOUN
fbem-31297	145	14	to	to	PART
fbem-31297	145	15	make	make	VERB
fbem-31297	145	16	it	it	PRON
fbem-31297	145	17	suitable	suitable	ADJ
fbem-31297	145	18	for	for	ADP
fbem-31297	145	19	analysis	analysis	NOUN
fbem-31297	145	20	.	.	PUNCT
fbem-31297	146	1	key	key	ADJ
fbem-31297	146	2	technologies	technology	NOUN
fbem-31297	146	3	include	include	VERB
fbem-31297	146	4	:	:	PUNCT
fbem-31297	146	5	data	datum	NOUN
fbem-31297	146	6	access	access	NOUN
fbem-31297	146	7	layer	layer	NOUN
fbem-31297	146	8	:	:	PUNCT
fbem-31297	146	9	this	this	DET
fbem-31297	146	10	layer	layer	NOUN
fbem-31297	146	11	provides	provide	VERB
fbem-31297	146	12	access	access	NOUN
fbem-31297	146	13	to	to	ADP
fbem-31297	146	14	data	datum	NOUN
fbem-31297	146	15	for	for	ADP
fbem-31297	146	16	analytics	analytic	NOUN
fbem-31297	146	17	and	and	CCONJ
fbem-31297	146	18	reporting	reporting	NOUN
fbem-31297	146	19	.	.	PUNCT
fbem-31297	147	1	it	it	PRON
fbem-31297	147	2	includes	include	VERB
fbem-31297	147	3	business	business	NOUN
fbem-31297	147	4	intelligence	intelligence	NOUN
fbem-31297	147	5	tools	tool	NOUN
fbem-31297	147	6	(	(	PUNCT
fbem-31297	147	7	e.g.	e.g.	ADV
fbem-31297	147	8	,	,	PUNCT
fbem-31297	147	9	tableau	tableau	PROPN
fbem-31297	147	10	,	,	PUNCT
fbem-31297	147	11	power	power	NOUN
fbem-31297	147	12	bi	bi	NOUN
fbem-31297	147	13	)	)	PUNCT
fbem-31297	147	14	and	and	CCONJ
fbem-31297	147	15	data	datum	NOUN
fbem-31297	147	16	visualization	visualization	NOUN
fbem-31297	147	17	platforms	platform	NOUN
fbem-31297	147	18	that	that	PRON
fbem-31297	147	19	allow	allow	VERB
fbem-31297	147	20	users	user	NOUN
fbem-31297	147	21	to	to	PART
fbem-31297	147	22	create	create	VERB
fbem-31297	147	23	reports	report	NOUN
fbem-31297	147	24	and	and	CCONJ
fbem-31297	147	25	dashboards	dashboard	NOUN
fbem-31297	147	26	.	.	PUNCT
fbem-31297	148	1	data	datum	NOUN
fbem-31297	148	2	governance	governance	NOUN
fbem-31297	148	3	layer	layer	NOUN
fbem-31297	148	4	:	:	PUNCT
fbem-31297	148	5	this	this	DET
fbem-31297	148	6	layer	layer	NOUN
fbem-31297	148	7	encompasses	encompass	VERB
fbem-31297	148	8	the	the	DET
fbem-31297	148	9	policies	policy	NOUN
fbem-31297	148	10	,	,	PUNCT
fbem-31297	148	11	procedures	procedure	NOUN
fbem-31297	148	12	,	,	PUNCT
fbem-31297	148	13	and	and	CCONJ
fbem-31297	148	14	tools	tool	NOUN
fbem-31297	148	15	for	for	ADP
fbem-31297	148	16	managing	manage	VERB
fbem-31297	148	17	data	datum	NOUN
fbem-31297	148	18	governance	governance	NOUN
fbem-31297	148	19	,	,	PUNCT
fbem-31297	148	20	quality	quality	NOUN
fbem-31297	148	21	,	,	PUNCT
fbem-31297	148	22	and	and	CCONJ
fbem-31297	148	23	security	security	NOUN
fbem-31297	148	24	.	.	PUNCT
fbem-31297	149	1	it	it	PRON
fbem-31297	149	2	ensures	ensure	VERB
fbem-31297	149	3	that	that	SCONJ
fbem-31297	149	4	data	datum	NOUN
fbem-31297	149	5	is	be	AUX
fbem-31297	149	6	managed	manage	VERB
fbem-31297	149	7	consistently	consistently	ADV
fbem-31297	149	8	and	and	CCONJ
fbem-31297	149	9	complies	comply	VERB
fbem-31297	149	10	with	with	ADP
fbem-31297	149	11	regulations	regulation	NOUN
fbem-31297	149	12	.	.	PUNCT
fbem-31297	150	1	in	in	ADP
fbem-31297	150	2	the	the	DET
fbem-31297	150	3	phase	phase	NOUN
fbem-31297	150	4	of	of	ADP
fbem-31297	150	5	deploying	deploy	VERB
fbem-31297	150	6	the	the	DET
fbem-31297	150	7	data	datum	NOUN
fbem-31297	150	8	platform	platform	NOUN
fbem-31297	150	9	,	,	PUNCT
fbem-31297	150	10	selecting	select	VERB
fbem-31297	150	11	the	the	DET
fbem-31297	150	12	right	right	ADJ
fbem-31297	150	13	tools	tool	NOUN
fbem-31297	150	14	is	be	AUX
fbem-31297	150	15	crucial	crucial	ADJ
fbem-31297	150	16	for	for	ADP
fbem-31297	150	17	building	build	VERB
fbem-31297	150	18	an	an	DET
fbem-31297	150	19	effective	effective	ADJ
fbem-31297	150	20	data	data	NOUN
fbem-31297	150	21	architecture	architecture	NOUN
fbem-31297	150	22	.	.	PUNCT
fbem-31297	151	1	here	here	ADV
fbem-31297	151	2	are	be	AUX
fbem-31297	151	3	some	some	DET
fbem-31297	151	4	key	key	ADJ
fbem-31297	151	5	considerations	consideration	NOUN
fbem-31297	151	6	for	for	ADP
fbem-31297	151	7	tool	tool	NOUN
fbem-31297	151	8	selection	selection	NOUN
fbem-31297	151	9	[	[	X
fbem-31297	151	10	10	10	NUM
fbem-31297	151	11	]	]	X
fbem-31297	151	12	:	:	PUNCT
fbem-31297	151	13	data	data	PROPN
fbem-31297	151	14	lake	lake	PROPN
fbem-31297	151	15	solutions	solution	NOUN
fbem-31297	151	16	:	:	PUNCT
fbem-31297	151	17	consider	consider	VERB
fbem-31297	151	18	platforms	platform	NOUN
fbem-31297	151	19	like	like	ADP
fbem-31297	151	20	amazon	amazon	PROPN
fbem-31297	151	21	s3	s3	PROPN
fbem-31297	151	22	,	,	PUNCT
fbem-31297	151	23	azure	azure	ADJ
fbem-31297	151	24	data	data	PROPN
fbem-31297	151	25	lake	lake	PROPN
fbem-31297	151	26	storage	storage	NOUN
fbem-31297	151	27	,	,	PUNCT
fbem-31297	151	28	or	or	CCONJ
fbem-31297	151	29	google	google	PROPN
fbem-31297	151	30	cloud	cloud	NOUN
fbem-31297	151	31	storage	storage	NOUN
fbem-31297	151	32	for	for	ADP
fbem-31297	151	33	scalable	scalable	ADJ
fbem-31297	151	34	and	and	CCONJ
fbem-31297	151	35	cost	cost	NOUN
fbem-31297	151	36	-	-	PUNCT
fbem-31297	151	37	effective	effective	ADJ
fbem-31297	151	38	data	datum	NOUN
fbem-31297	151	39	lake	lake	NOUN
fbem-31297	151	40	solutions	solution	NOUN
fbem-31297	151	41	.	.	PUNCT
fbem-31297	152	1	these	these	DET
fbem-31297	152	2	platforms	platform	NOUN
fbem-31297	152	3	support	support	VERB
fbem-31297	152	4	the	the	DET
fbem-31297	152	5	storage	storage	NOUN
fbem-31297	152	6	of	of	ADP
fbem-31297	152	7	vast	vast	ADJ
fbem-31297	152	8	amounts	amount	NOUN
fbem-31297	152	9	of	of	ADP
fbem-31297	152	10	data	datum	NOUN
fbem-31297	152	11	in	in	ADP
fbem-31297	152	12	various	various	ADJ
fbem-31297	152	13	formats	format	NOUN
fbem-31297	152	14	.	.	PUNCT
fbem-31297	153	1	cloud	cloud	NOUN
fbem-31297	153	2	computing	computing	NOUN
fbem-31297	153	3	:	:	PUNCT
fbem-31297	153	4	cloud	cloud	NOUN
fbem-31297	153	5	computing	computing	NOUN
fbem-31297	153	6	offers	offer	VERB
fbem-31297	153	7	flexibility	flexibility	NOUN
fbem-31297	153	8	and	and	CCONJ
fbem-31297	153	9	97	97	NUM
fbem-31297	153	10	scalability	scalability	NOUN
fbem-31297	153	11	for	for	ADP
fbem-31297	153	12	data	data	NOUN
fbem-31297	153	13	architecture	architecture	NOUN
fbem-31297	153	14	.	.	PUNCT
fbem-31297	154	1	platforms	platform	NOUN
fbem-31297	154	2	like	like	ADP
fbem-31297	154	3	aws	aw	NOUN
fbem-31297	154	4	,	,	PUNCT
fbem-31297	154	5	microsoft	microsoft	PROPN
fbem-31297	154	6	azure	azure	NOUN
fbem-31297	154	7	,	,	PUNCT
fbem-31297	154	8	and	and	CCONJ
fbem-31297	154	9	google	google	PROPN
fbem-31297	154	10	cloud	cloud	PROPN
fbem-31297	154	11	provide	provide	VERB
fbem-31297	154	12	a	a	DET
fbem-31297	154	13	range	range	NOUN
fbem-31297	154	14	of	of	ADP
fbem-31297	154	15	services	service	NOUN
fbem-31297	154	16	for	for	ADP
fbem-31297	154	17	data	datum	NOUN
fbem-31297	154	18	storage	storage	NOUN
fbem-31297	154	19	,	,	PUNCT
fbem-31297	154	20	processing	processing	NOUN
fbem-31297	154	21	,	,	PUNCT
fbem-31297	154	22	and	and	CCONJ
fbem-31297	154	23	analytics	analytic	NOUN
fbem-31297	154	24	,	,	PUNCT
fbem-31297	154	25	allowing	allow	VERB
fbem-31297	154	26	mnes	mne	NOUN
fbem-31297	154	27	to	to	PART
fbem-31297	154	28	scale	scale	VERB
fbem-31297	154	29	their	their	PRON
fbem-31297	154	30	infrastructure	infrastructure	NOUN
fbem-31297	154	31	as	as	SCONJ
fbem-31297	154	32	needed	need	VERB
fbem-31297	154	33	[	[	PUNCT
fbem-31297	154	34	11	11	NUM
fbem-31297	154	35	]	]	PUNCT
fbem-31297	154	36	.	.	PUNCT
fbem-31297	155	1	etl	etl	NOUN
fbem-31297	155	2	tools	tool	NOUN
fbem-31297	155	3	:	:	PUNCT
fbem-31297	155	4	choose	choose	VERB
fbem-31297	155	5	etl	etl	NOUN
fbem-31297	155	6	tools	tool	NOUN
fbem-31297	155	7	that	that	PRON
fbem-31297	155	8	align	align	VERB
fbem-31297	155	9	with	with	ADP
fbem-31297	155	10	the	the	DET
fbem-31297	155	11	organization	organization	NOUN
fbem-31297	155	12	’s	’s	PART
fbem-31297	155	13	data	datum	NOUN
fbem-31297	155	14	integration	integration	NOUN
fbem-31297	155	15	needs	need	NOUN
fbem-31297	155	16	.	.	PUNCT
fbem-31297	156	1	popular	popular	ADJ
fbem-31297	156	2	options	option	NOUN
fbem-31297	156	3	include	include	VERB
fbem-31297	156	4	:	:	PUNCT
fbem-31297	156	5	informatica	informatica	PROPN
fbem-31297	156	6	powercenter	powercenter	PROPN
fbem-31297	156	7	:	:	PUNCT
fbem-31297	156	8	a	a	DET
fbem-31297	156	9	comprehensive	comprehensive	ADJ
fbem-31297	156	10	etl	etl	NOUN
fbem-31297	156	11	tool	tool	NOUN
fbem-31297	156	12	with	with	ADP
fbem-31297	156	13	robust	robust	ADJ
fbem-31297	156	14	data	datum	NOUN
fbem-31297	156	15	integration	integration	NOUN
fbem-31297	156	16	capabilities	capability	NOUN
fbem-31297	156	17	.	.	PUNCT
fbem-31297	157	1	talend	talend	NOUN
fbem-31297	157	2	:	:	PUNCT
fbem-31297	157	3	an	an	DET
fbem-31297	157	4	open	open	ADJ
fbem-31297	157	5	-	-	PUNCT
fbem-31297	157	6	source	source	NOUN
fbem-31297	157	7	etl	etl	NOUN
fbem-31297	157	8	tool	tool	NOUN
fbem-31297	157	9	that	that	PRON
fbem-31297	157	10	offers	offer	VERB
fbem-31297	157	11	flexibility	flexibility	NOUN
fbem-31297	157	12	and	and	CCONJ
fbem-31297	157	13	ease	ease	NOUN
fbem-31297	157	14	of	of	ADP
fbem-31297	157	15	use	use	NOUN
fbem-31297	157	16	.	.	PUNCT
fbem-31297	158	1	apache	apache	PROPN
fbem-31297	158	2	nifi	nifi	PROPN
fbem-31297	158	3	:	:	PUNCT
fbem-31297	158	4	a	a	DET
fbem-31297	158	5	data	data	NOUN
fbem-31297	158	6	flow	flow	NOUN
fbem-31297	158	7	automation	automation	NOUN
fbem-31297	158	8	tool	tool	NOUN
fbem-31297	158	9	that	that	PRON
fbem-31297	158	10	supports	support	VERB
fbem-31297	158	11	real	real	ADJ
fbem-31297	158	12	-	-	PUNCT
fbem-31297	158	13	time	time	NOUN
fbem-31297	158	14	data	datum	NOUN
fbem-31297	158	15	ingestion	ingestion	NOUN
fbem-31297	158	16	and	and	CCONJ
fbem-31297	158	17	processing	processing	NOUN
fbem-31297	158	18	.	.	PUNCT
fbem-31297	159	1	data	datum	NOUN
fbem-31297	159	2	processing	processing	NOUN
fbem-31297	159	3	frameworks	framework	NOUN
fbem-31297	159	4	:	:	PUNCT
fbem-31297	159	5	for	for	ADP
fbem-31297	159	6	large	large	ADJ
fbem-31297	159	7	-	-	PUNCT
fbem-31297	159	8	scale	scale	NOUN
fbem-31297	159	9	data	datum	NOUN
fbem-31297	159	10	processing	processing	NOUN
fbem-31297	159	11	,	,	PUNCT
fbem-31297	159	12	consider	consider	VERB
fbem-31297	159	13	using	use	VERB
fbem-31297	159	14	:	:	PUNCT
fbem-31297	159	15	apache	apache	NOUN
fbem-31297	159	16	spark	spark	NOUN
fbem-31297	159	17	:	:	PUNCT
fbem-31297	159	18	a	a	DET
fbem-31297	159	19	powerful	powerful	ADJ
fbem-31297	159	20	distributed	distribute	VERB
fbem-31297	159	21	processing	processing	NOUN
fbem-31297	159	22	framework	framework	NOUN
fbem-31297	159	23	that	that	PRON
fbem-31297	159	24	supports	support	VERB
fbem-31297	159	25	batch	batch	NOUN
fbem-31297	159	26	and	and	CCONJ
fbem-31297	159	27	stream	stream	NOUN
fbem-31297	159	28	processing	processing	NOUN
fbem-31297	159	29	.	.	PUNCT
fbem-31297	160	1	apache	apache	PROPN
fbem-31297	160	2	flink	flink	PROPN
fbem-31297	160	3	:	:	PUNCT
fbem-31297	160	4	a	a	DET
fbem-31297	160	5	stream	stream	NOUN
fbem-31297	160	6	processing	processing	NOUN
fbem-31297	160	7	framework	framework	NOUN
fbem-31297	160	8	that	that	PRON
fbem-31297	160	9	excels	excel	VERB
fbem-31297	160	10	in	in	ADP
fbem-31297	160	11	real	real	ADJ
fbem-31297	160	12	-	-	PUNCT
fbem-31297	160	13	time	time	NOUN
fbem-31297	160	14	data	datum	NOUN
fbem-31297	160	15	analytics	analytic	NOUN
fbem-31297	160	16	.	.	PUNCT
fbem-31297	161	1	business	business	NOUN
fbem-31297	161	2	intelligence	intelligence	NOUN
fbem-31297	161	3	tools	tool	NOUN
fbem-31297	161	4	:	:	PUNCT
fbem-31297	161	5	select	select	ADJ
fbem-31297	161	6	bi	bi	ADJ
fbem-31297	161	7	tools	tool	NOUN
fbem-31297	161	8	that	that	PRON
fbem-31297	161	9	enable	enable	VERB
fbem-31297	161	10	users	user	NOUN
fbem-31297	161	11	to	to	PART
fbem-31297	161	12	visualize	visualize	VERB
fbem-31297	161	13	and	and	CCONJ
fbem-31297	161	14	analyze	analyze	VERB
fbem-31297	161	15	data	datum	NOUN
fbem-31297	161	16	effectively	effectively	ADV
fbem-31297	161	17	[	[	X
fbem-31297	161	18	9	9	NUM
fbem-31297	161	19	]	]	PUNCT
fbem-31297	161	20	.	.	PUNCT
fbem-31297	162	1	when	when	SCONJ
fbem-31297	162	2	selecting	select	VERB
fbem-31297	162	3	tools	tool	NOUN
fbem-31297	162	4	for	for	ADP
fbem-31297	162	5	data	data	NOUN
fbem-31297	162	6	architecture	architecture	NOUN
fbem-31297	162	7	,	,	PUNCT
fbem-31297	162	8	mnes	mne	NOUN
fbem-31297	162	9	should	should	AUX
fbem-31297	162	10	consider	consider	VERB
fbem-31297	162	11	the	the	DET
fbem-31297	162	12	following	follow	VERB
fbem-31297	162	13	best	good	ADJ
fbem-31297	162	14	practices	practice	NOUN
fbem-31297	162	15	:	:	PUNCT
fbem-31297	162	16	assess	assess	NOUN
fbem-31297	162	17	business	business	NOUN
fbem-31297	162	18	needs	need	NOUN
fbem-31297	162	19	:	:	PUNCT
fbem-31297	162	20	understand	understand	VERB
fbem-31297	162	21	the	the	DET
fbem-31297	162	22	specific	specific	ADJ
fbem-31297	162	23	data	datum	NOUN
fbem-31297	162	24	management	management	NOUN
fbem-31297	162	25	requirements	requirement	NOUN
fbem-31297	162	26	of	of	ADP
fbem-31297	162	27	the	the	DET
fbem-31297	162	28	organization	organization	NOUN
fbem-31297	162	29	and	and	CCONJ
fbem-31297	162	30	choose	choose	VERB
fbem-31297	162	31	tools	tool	NOUN
fbem-31297	162	32	that	that	PRON
fbem-31297	162	33	align	align	VERB
fbem-31297	162	34	with	with	ADP
fbem-31297	162	35	those	those	DET
fbem-31297	162	36	needs	need	NOUN
fbem-31297	162	37	.	.	PUNCT
fbem-31297	163	1	evaluate	evaluate	VERB
fbem-31297	163	2	scalability	scalability	NOUN
fbem-31297	163	3	:	:	PUNCT
fbem-31297	163	4	ensure	ensure	VERB
fbem-31297	163	5	that	that	SCONJ
fbem-31297	163	6	the	the	DET
fbem-31297	163	7	selected	select	VERB
fbem-31297	163	8	tools	tool	NOUN
fbem-31297	163	9	can	can	AUX
fbem-31297	163	10	scale	scale	VERB
fbem-31297	163	11	with	with	ADP
fbem-31297	163	12	the	the	DET
fbem-31297	163	13	organization	organization	NOUN
fbem-31297	163	14	’s	’s	PART
fbem-31297	163	15	data	datum	NOUN
fbem-31297	163	16	growth	growth	NOUN
fbem-31297	163	17	and	and	CCONJ
fbem-31297	163	18	evolving	evolve	VERB
fbem-31297	163	19	business	business	NOUN
fbem-31297	163	20	demands	demand	NOUN
fbem-31297	163	21	.	.	PUNCT
fbem-31297	164	1	consider	consider	VERB
fbem-31297	164	2	integration	integration	NOUN
fbem-31297	164	3	capabilities	capability	NOUN
fbem-31297	164	4	:	:	PUNCT
fbem-31297	164	5	choose	choose	VERB
fbem-31297	164	6	tools	tool	NOUN
fbem-31297	164	7	that	that	PRON
fbem-31297	164	8	can	can	AUX
fbem-31297	164	9	easily	easily	ADV
fbem-31297	164	10	integrate	integrate	VERB
fbem-31297	164	11	with	with	ADP
fbem-31297	164	12	existing	exist	VERB
fbem-31297	164	13	systems	system	NOUN
fbem-31297	164	14	and	and	CCONJ
fbem-31297	164	15	data	datum	NOUN
fbem-31297	164	16	sources	source	NOUN
fbem-31297	164	17	to	to	PART
fbem-31297	164	18	facilitate	facilitate	VERB
fbem-31297	164	19	seamless	seamless	ADJ
fbem-31297	164	20	data	datum	NOUN
fbem-31297	164	21	flow	flow	NOUN
fbem-31297	164	22	.	.	PUNCT
fbem-31297	165	1	prioritize	prioritize	VERB
fbem-31297	165	2	user	user	NOUN
fbem-31297	165	3	experience	experience	NOUN
fbem-31297	165	4	:	:	PUNCT
fbem-31297	165	5	select	select	ADJ
fbem-31297	165	6	tools	tool	NOUN
fbem-31297	165	7	that	that	PRON
fbem-31297	165	8	are	be	AUX
fbem-31297	165	9	userfriendly	userfriendly	ADV
fbem-31297	165	10	and	and	CCONJ
fbem-31297	165	11	provide	provide	VERB
fbem-31297	165	12	adequate	adequate	ADJ
fbem-31297	165	13	training	training	NOUN
fbem-31297	165	14	and	and	CCONJ
fbem-31297	165	15	support	support	NOUN
fbem-31297	165	16	to	to	PART
fbem-31297	165	17	ensure	ensure	VERB
fbem-31297	165	18	successful	successful	ADJ
fbem-31297	165	19	adoption	adoption	NOUN
fbem-31297	165	20	by	by	ADP
fbem-31297	165	21	employees	employee	NOUN
fbem-31297	165	22	.	.	PUNCT
fbem-31297	166	1	3.2	3.2	NUM
fbem-31297	166	2	.	.	PUNCT
fbem-31297	167	1	metadata	metadata	PROPN
fbem-31297	167	2	management	management	NOUN
fbem-31297	167	3	in	in	ADP
fbem-31297	167	4	multinational	multinational	ADJ
fbem-31297	167	5	enterprises	enterprise	NOUN
fbem-31297	167	6	(	(	PUNCT
fbem-31297	167	7	mnes	mne	NOUN
fbem-31297	167	8	)	)	PUNCT
fbem-31297	167	9	,	,	PUNCT
fbem-31297	167	10	metadata	metadata	ADJ
fbem-31297	167	11	management	management	NOUN
fbem-31297	167	12	is	be	AUX
fbem-31297	167	13	essential	essential	ADJ
fbem-31297	167	14	for	for	ADP
fbem-31297	167	15	enhancing	enhance	VERB
fbem-31297	167	16	data	data	NOUN
fbem-31297	167	17	governance	governance	NOUN
fbem-31297	167	18	,	,	PUNCT
fbem-31297	167	19	quality	quality	NOUN
fbem-31297	167	20	,	,	PUNCT
fbem-31297	167	21	and	and	CCONJ
fbem-31297	167	22	usability	usability	NOUN
fbem-31297	167	23	.	.	PUNCT
fbem-31297	168	1	often	often	ADV
fbem-31297	168	2	described	describe	VERB
fbem-31297	168	3	as	as	ADP
fbem-31297	168	4	"	"	PUNCT
fbem-31297	168	5	data	datum	NOUN
fbem-31297	168	6	about	about	ADP
fbem-31297	168	7	data	datum	NOUN
fbem-31297	168	8	,	,	PUNCT
fbem-31297	168	9	"	"	PUNCT
fbem-31297	168	10	metadata	metadata	NOUN
fbem-31297	168	11	provides	provide	VERB
fbem-31297	168	12	critical	critical	ADJ
fbem-31297	168	13	context	context	NOUN
fbem-31297	168	14	for	for	ADP
fbem-31297	168	15	understanding	understand	VERB
fbem-31297	168	16	the	the	DET
fbem-31297	168	17	origin	origin	NOUN
fbem-31297	168	18	,	,	PUNCT
fbem-31297	168	19	structure	structure	NOUN
fbem-31297	168	20	,	,	PUNCT
fbem-31297	168	21	and	and	CCONJ
fbem-31297	168	22	meaning	meaning	NOUN
fbem-31297	168	23	of	of	ADP
fbem-31297	168	24	data	data	NOUN
fbem-31297	168	25	assets	asset	NOUN
fbem-31297	168	26	.	.	PUNCT
fbem-31297	169	1	effective	effective	ADJ
fbem-31297	169	2	metadata	metadata	NOUN
fbem-31297	169	3	management	management	NOUN
fbem-31297	169	4	enables	enable	VERB
fbem-31297	169	5	mnes	mne	NOUN
fbem-31297	169	6	to	to	PART
fbem-31297	169	7	navigate	navigate	VERB
fbem-31297	169	8	complex	complex	ADJ
fbem-31297	169	9	data	datum	NOUN
fbem-31297	169	10	landscapes	landscape	NOUN
fbem-31297	169	11	,	,	PUNCT
fbem-31297	169	12	ensuring	ensure	VERB
fbem-31297	169	13	data	datum	NOUN
fbem-31297	169	14	is	be	AUX
fbem-31297	169	15	accessible	accessible	ADJ
fbem-31297	169	16	and	and	CCONJ
fbem-31297	169	17	interpretable	interpretable	ADJ
fbem-31297	169	18	across	across	ADP
fbem-31297	169	19	regions	region	NOUN
fbem-31297	169	20	and	and	CCONJ
fbem-31297	169	21	business	business	NOUN
fbem-31297	169	22	units	unit	NOUN
fbem-31297	169	23	.	.	PUNCT
fbem-31297	170	1	by	by	ADP
fbem-31297	170	2	implementing	implement	VERB
fbem-31297	170	3	robust	robust	ADJ
fbem-31297	170	4	metadata	metadata	NOUN
fbem-31297	170	5	practices	practice	NOUN
fbem-31297	170	6	,	,	PUNCT
fbem-31297	170	7	mnes	mne	NOUN
fbem-31297	170	8	can	can	AUX
fbem-31297	170	9	improve	improve	VERB
fbem-31297	170	10	data	data	NOUN
fbem-31297	170	11	discovery	discovery	NOUN
fbem-31297	170	12	,	,	PUNCT
fbem-31297	170	13	ensure	ensure	VERB
fbem-31297	170	14	regulatory	regulatory	ADJ
fbem-31297	170	15	compliance	compliance	NOUN
fbem-31297	170	16	,	,	PUNCT
fbem-31297	170	17	and	and	CCONJ
fbem-31297	170	18	foster	foster	ADJ
fbem-31297	170	19	team	team	NOUN
fbem-31297	170	20	collaboration	collaboration	NOUN
fbem-31297	170	21	.	.	PUNCT
fbem-31297	171	1	ultimately	ultimately	ADV
fbem-31297	171	2	,	,	PUNCT
fbem-31297	171	3	effective	effective	ADJ
fbem-31297	171	4	metadata	metadata	NOUN
fbem-31297	171	5	management	management	NOUN
fbem-31297	171	6	supports	support	VERB
fbem-31297	171	7	informed	informed	ADJ
fbem-31297	171	8	decision	decision	NOUN
fbem-31297	171	9	-	-	PUNCT
fbem-31297	171	10	making	making	NOUN
fbem-31297	171	11	and	and	CCONJ
fbem-31297	171	12	drives	drive	VERB
fbem-31297	171	13	strategic	strategic	ADJ
fbem-31297	171	14	initiatives	initiative	NOUN
fbem-31297	171	15	by	by	ADP
fbem-31297	171	16	providing	provide	VERB
fbem-31297	171	17	stakeholders	stakeholder	NOUN
fbem-31297	171	18	with	with	ADP
fbem-31297	171	19	reliable	reliable	ADJ
fbem-31297	171	20	and	and	CCONJ
fbem-31297	171	21	relevant	relevant	ADJ
fbem-31297	171	22	data	datum	NOUN
fbem-31297	171	23	.	.	PUNCT
fbem-31297	172	1	a	a	DET
fbem-31297	172	2	comprehensive	comprehensive	ADJ
fbem-31297	172	3	metadata	metadata	NOUN
fbem-31297	172	4	management	management	NOUN
fbem-31297	172	5	framework	framework	NOUN
fbem-31297	172	6	consists	consist	VERB
fbem-31297	172	7	of	of	ADP
fbem-31297	172	8	several	several	ADJ
fbem-31297	172	9	key	key	ADJ
fbem-31297	172	10	components	component	NOUN
fbem-31297	172	11	:	:	PUNCT
fbem-31297	172	12	metadata	metadata	VERB
fbem-31297	172	13	repository	repository	NOUN
fbem-31297	172	14	:	:	PUNCT
fbem-31297	172	15	a	a	DET
fbem-31297	172	16	centralized	centralized	ADJ
fbem-31297	172	17	storage	storage	NOUN
fbem-31297	172	18	for	for	ADP
fbem-31297	172	19	metadata	metadata	ADJ
fbem-31297	172	20	definitions	definition	NOUN
fbem-31297	172	21	and	and	CCONJ
fbem-31297	172	22	relationships	relationship	NOUN
fbem-31297	172	23	,	,	PUNCT
fbem-31297	172	24	serving	serve	VERB
fbem-31297	172	25	as	as	ADP
fbem-31297	172	26	a	a	DET
fbem-31297	172	27	single	single	ADJ
fbem-31297	172	28	source	source	NOUN
fbem-31297	172	29	of	of	ADP
fbem-31297	172	30	truth	truth	NOUN
fbem-31297	172	31	for	for	ADP
fbem-31297	172	32	easy	easy	ADJ
fbem-31297	172	33	access	access	NOUN
fbem-31297	172	34	and	and	CCONJ
fbem-31297	172	35	understanding	understanding	NOUN
fbem-31297	172	36	of	of	ADP
fbem-31297	172	37	data	datum	NOUN
fbem-31297	172	38	assets	asset	NOUN
fbem-31297	172	39	.	.	PUNCT
fbem-31297	173	1	data	datum	NOUN
fbem-31297	173	2	governance	governance	NOUN
fbem-31297	173	3	:	:	PUNCT
fbem-31297	173	4	policies	policy	NOUN
fbem-31297	173	5	and	and	CCONJ
fbem-31297	173	6	procedures	procedure	NOUN
fbem-31297	173	7	for	for	ADP
fbem-31297	173	8	managing	manage	VERB
fbem-31297	173	9	metadata	metadata	NOUN
fbem-31297	173	10	,	,	PUNCT
fbem-31297	173	11	ensuring	ensure	VERB
fbem-31297	173	12	accuracy	accuracy	NOUN
fbem-31297	173	13	,	,	PUNCT
fbem-31297	173	14	consistency	consistency	NOUN
fbem-31297	173	15	,	,	PUNCT
fbem-31297	173	16	and	and	CCONJ
fbem-31297	173	17	security	security	NOUN
fbem-31297	173	18	while	while	SCONJ
fbem-31297	173	19	fostering	foster	VERB
fbem-31297	173	20	accountability	accountability	NOUN
fbem-31297	173	21	within	within	ADP
fbem-31297	173	22	the	the	DET
fbem-31297	173	23	organization	organization	NOUN
fbem-31297	173	24	.	.	PUNCT
fbem-31297	174	1	metadata	metadata	PROPN
fbem-31297	174	2	quality	quality	NOUN
fbem-31297	174	3	management	management	NOUN
fbem-31297	174	4	:	:	PUNCT
fbem-31297	174	5	processes	process	NOUN
fbem-31297	174	6	for	for	ADP
fbem-31297	174	7	monitoring	monitor	VERB
fbem-31297	174	8	and	and	CCONJ
fbem-31297	174	9	improving	improve	VERB
fbem-31297	174	10	metadata	metadata	ADJ
fbem-31297	174	11	quality	quality	NOUN
fbem-31297	174	12	through	through	ADP
fbem-31297	174	13	profiling	profiling	NOUN
fbem-31297	174	14	,	,	PUNCT
fbem-31297	174	15	validation	validation	NOUN
fbem-31297	174	16	,	,	PUNCT
fbem-31297	174	17	and	and	CCONJ
fbem-31297	174	18	enrichment	enrichment	NOUN
fbem-31297	174	19	to	to	PART
fbem-31297	174	20	maintain	maintain	VERB
fbem-31297	174	21	completeness	completeness	NOUN
fbem-31297	174	22	and	and	CCONJ
fbem-31297	174	23	accuracy	accuracy	NOUN
fbem-31297	174	24	.	.	PUNCT
fbem-31297	175	1	metadata	metadata	PROPN
fbem-31297	175	2	discovery	discovery	NOUN
fbem-31297	175	3	and	and	CCONJ
fbem-31297	175	4	lineage	lineage	NOUN
fbem-31297	175	5	:	:	PUNCT
fbem-31297	175	6	tools	tool	NOUN
fbem-31297	175	7	that	that	PRON
fbem-31297	175	8	enable	enable	VERB
fbem-31297	175	9	users	user	NOUN
fbem-31297	175	10	to	to	PART
fbem-31297	175	11	discover	discover	VERB
fbem-31297	175	12	metadata	metadata	NOUN
fbem-31297	175	13	and	and	CCONJ
fbem-31297	175	14	track	track	VERB
fbem-31297	175	15	the	the	DET
fbem-31297	175	16	origin	origin	NOUN
fbem-31297	175	17	,	,	PUNCT
fbem-31297	175	18	transformations	transformation	NOUN
fbem-31297	175	19	,	,	PUNCT
fbem-31297	175	20	and	and	CCONJ
fbem-31297	175	21	usage	usage	NOUN
fbem-31297	175	22	of	of	ADP
fbem-31297	175	23	data	datum	NOUN
fbem-31297	175	24	assets	asset	NOUN
fbem-31297	175	25	across	across	ADP
fbem-31297	175	26	systems	system	NOUN
fbem-31297	175	27	.	.	PUNCT
fbem-31297	176	1	user	user	NOUN
fbem-31297	176	2	access	access	NOUN
fbem-31297	176	3	and	and	CCONJ
fbem-31297	176	4	collaboration	collaboration	NOUN
fbem-31297	176	5	:	:	PUNCT
fbem-31297	176	6	user	user	NOUN
fbem-31297	176	7	-	-	PUNCT
fbem-31297	176	8	friendly	friendly	ADJ
fbem-31297	176	9	interfaces	interface	NOUN
fbem-31297	176	10	and	and	CCONJ
fbem-31297	176	11	collaboration	collaboration	NOUN
fbem-31297	176	12	tools	tool	NOUN
fbem-31297	176	13	that	that	PRON
fbem-31297	176	14	enhance	enhance	VERB
fbem-31297	176	15	metadata	metadata	ADJ
fbem-31297	176	16	usability	usability	NOUN
fbem-31297	176	17	through	through	ADP
fbem-31297	176	18	search	search	NOUN
fbem-31297	176	19	functionalities	functionality	NOUN
fbem-31297	176	20	,	,	PUNCT
fbem-31297	176	21	dashboards	dashboard	NOUN
fbem-31297	176	22	,	,	PUNCT
fbem-31297	176	23	and	and	CCONJ
fbem-31297	176	24	reporting	report	VERB
fbem-31297	176	25	.	.	PUNCT
fbem-31297	177	1	to	to	PART
fbem-31297	177	2	create	create	VERB
fbem-31297	177	3	an	an	DET
fbem-31297	177	4	effective	effective	ADJ
fbem-31297	177	5	metadata	metadata	NOUN
fbem-31297	177	6	management	management	NOUN
fbem-31297	177	7	system	system	NOUN
fbem-31297	177	8	,	,	PUNCT
fbem-31297	177	9	organizations	organization	NOUN
fbem-31297	177	10	can	can	AUX
fbem-31297	177	11	leverage	leverage	VERB
fbem-31297	177	12	various	various	ADJ
fbem-31297	177	13	tools	tool	NOUN
fbem-31297	177	14	and	and	CCONJ
fbem-31297	177	15	technologies	technology	NOUN
fbem-31297	177	16	:	:	PUNCT
fbem-31297	177	17	metadata	metadata	ADJ
fbem-31297	177	18	management	management	NOUN
fbem-31297	177	19	tools	tool	NOUN
fbem-31297	177	20	:	:	PUNCT
fbem-31297	177	21	solutions	solution	NOUN
fbem-31297	177	22	such	such	ADJ
fbem-31297	177	23	as	as	ADP
fbem-31297	177	24	apache	apache	PROPN
fbem-31297	177	25	atlas	atlas	PROPN
fbem-31297	177	26	,	,	PUNCT
fbem-31297	177	27	collibra	collibra	NOUN
fbem-31297	177	28	,	,	PUNCT
fbem-31297	177	29	and	and	CCONJ
fbem-31297	177	30	informatica	informatica	PROPN
fbem-31297	177	31	enterprise	enterprise	PROPN
fbem-31297	177	32	data	datum	NOUN
fbem-31297	177	33	catalog	catalog	NOUN
fbem-31297	177	34	provide	provide	VERB
fbem-31297	177	35	comprehensive	comprehensive	ADJ
fbem-31297	177	36	features	feature	NOUN
fbem-31297	177	37	for	for	ADP
fbem-31297	177	38	metadata	metadata	ADJ
fbem-31297	177	39	discovery	discovery	NOUN
fbem-31297	177	40	,	,	PUNCT
fbem-31297	177	41	governance	governance	NOUN
fbem-31297	177	42	,	,	PUNCT
fbem-31297	177	43	and	and	CCONJ
fbem-31297	177	44	lineage	lineage	NOUN
fbem-31297	177	45	tracking	tracking	NOUN
fbem-31297	177	46	.	.	PUNCT
fbem-31297	178	1	these	these	DET
fbem-31297	178	2	tools	tool	NOUN
fbem-31297	178	3	enable	enable	VERB
fbem-31297	178	4	organizations	organization	NOUN
fbem-31297	178	5	to	to	PART
fbem-31297	178	6	centralize	centralize	VERB
fbem-31297	178	7	their	their	PRON
fbem-31297	178	8	metadata	metadata	NOUN
fbem-31297	178	9	and	and	CCONJ
fbem-31297	178	10	facilitate	facilitate	NOUN
fbem-31297	178	11	collaboration	collaboration	NOUN
fbem-31297	178	12	among	among	ADP
fbem-31297	178	13	users	user	NOUN
fbem-31297	178	14	.	.	PUNCT
fbem-31297	179	1	data	datum	NOUN
fbem-31297	179	2	integration	integration	NOUN
fbem-31297	179	3	platforms	platform	NOUN
fbem-31297	179	4	:	:	PUNCT
fbem-31297	179	5	tools	tool	NOUN
fbem-31297	179	6	like	like	ADP
fbem-31297	179	7	talend	talend	NOUN
fbem-31297	179	8	and	and	CCONJ
fbem-31297	179	9	microsoft	microsoft	PROPN
fbem-31297	179	10	azure	azure	PROPN
fbem-31297	179	11	data	datum	NOUN
fbem-31297	179	12	factory	factory	NOUN
fbem-31297	179	13	can	can	AUX
fbem-31297	179	14	help	help	VERB
fbem-31297	179	15	in	in	ADP
fbem-31297	179	16	the	the	DET
fbem-31297	179	17	extraction	extraction	NOUN
fbem-31297	179	18	,	,	PUNCT
fbem-31297	179	19	transformation	transformation	NOUN
fbem-31297	179	20	,	,	PUNCT
fbem-31297	179	21	and	and	CCONJ
fbem-31297	179	22	loading	loading	NOUN
fbem-31297	179	23	(	(	PUNCT
fbem-31297	179	24	etl	etl	NOUN
fbem-31297	179	25	)	)	PUNCT
fbem-31297	179	26	of	of	ADP
fbem-31297	179	27	data	datum	NOUN
fbem-31297	179	28	while	while	SCONJ
fbem-31297	179	29	capturing	capture	VERB
fbem-31297	179	30	metadata	metadata	NOUN
fbem-31297	179	31	during	during	ADP
fbem-31297	179	32	the	the	DET
fbem-31297	179	33	process	process	NOUN
fbem-31297	179	34	.	.	PUNCT
fbem-31297	180	1	this	this	PRON
fbem-31297	180	2	ensures	ensure	VERB
fbem-31297	180	3	that	that	SCONJ
fbem-31297	180	4	metadata	metadata	NOUN
fbem-31297	180	5	is	be	AUX
fbem-31297	180	6	automatically	automatically	ADV
fbem-31297	180	7	updated	update	VERB
fbem-31297	180	8	as	as	SCONJ
fbem-31297	180	9	data	datum	NOUN
fbem-31297	180	10	flows	flow	VERB
fbem-31297	180	11	through	through	ADP
fbem-31297	180	12	the	the	DET
fbem-31297	180	13	system	system	NOUN
fbem-31297	180	14	.	.	PUNCT
fbem-31297	181	1	data	datum	NOUN
fbem-31297	181	2	quality	quality	NOUN
fbem-31297	181	3	tools	tool	NOUN
fbem-31297	181	4	:	:	PUNCT
fbem-31297	181	5	implementing	implement	VERB
fbem-31297	181	6	data	datum	NOUN
fbem-31297	181	7	quality	quality	NOUN
fbem-31297	181	8	tools	tool	NOUN
fbem-31297	181	9	such	such	ADJ
fbem-31297	181	10	as	as	ADP
fbem-31297	181	11	talend	talend	NOUN
fbem-31297	181	12	data	data	NOUN
fbem-31297	181	13	quality	quality	NOUN
fbem-31297	181	14	or	or	CCONJ
fbem-31297	181	15	informatica	informatica	PROPN
fbem-31297	181	16	data	data	PROPN
fbem-31297	181	17	quality	quality	NOUN
fbem-31297	181	18	can	can	AUX
fbem-31297	181	19	enhance	enhance	VERB
fbem-31297	181	20	the	the	DET
fbem-31297	181	21	accuracy	accuracy	NOUN
fbem-31297	181	22	and	and	CCONJ
fbem-31297	181	23	completeness	completeness	NOUN
fbem-31297	181	24	of	of	ADP
fbem-31297	181	25	metadata	metadata	NOUN
fbem-31297	181	26	by	by	ADP
fbem-31297	181	27	profiling	profiling	NOUN
fbem-31297	181	28	and	and	CCONJ
fbem-31297	181	29	cleansing	cleansing	NOUN
fbem-31297	181	30	data	datum	NOUN
fbem-31297	181	31	before	before	SCONJ
fbem-31297	181	32	it	it	PRON
fbem-31297	181	33	is	be	AUX
fbem-31297	181	34	ingested	ingest	VERB
fbem-31297	181	35	into	into	ADP
fbem-31297	181	36	the	the	DET
fbem-31297	181	37	metadata	metadata	ADJ
fbem-31297	181	38	repository	repository	NOUN
fbem-31297	181	39	.	.	PUNCT
fbem-31297	182	1	collaboration	collaboration	NOUN
fbem-31297	182	2	platforms	platform	NOUN
fbem-31297	182	3	:	:	PUNCT
fbem-31297	182	4	utilizing	utilize	VERB
fbem-31297	182	5	collaboration	collaboration	NOUN
fbem-31297	182	6	tools	tool	NOUN
fbem-31297	182	7	like	like	ADP
fbem-31297	182	8	confluence	confluence	NOUN
fbem-31297	182	9	or	or	CCONJ
fbem-31297	182	10	sharepoint	sharepoint	NOUN
fbem-31297	182	11	can	can	AUX
fbem-31297	182	12	facilitate	facilitate	VERB
fbem-31297	182	13	communication	communication	NOUN
fbem-31297	182	14	and	and	CCONJ
fbem-31297	182	15	knowledge	knowledge	NOUN
fbem-31297	182	16	sharing	sharing	NOUN
fbem-31297	182	17	among	among	ADP
fbem-31297	182	18	teams	team	NOUN
fbem-31297	182	19	,	,	PUNCT
fbem-31297	182	20	allowing	allow	VERB
fbem-31297	182	21	them	they	PRON
fbem-31297	182	22	to	to	PART
fbem-31297	182	23	contribute	contribute	VERB
fbem-31297	182	24	to	to	ADP
fbem-31297	182	25	and	and	CCONJ
fbem-31297	182	26	utilize	utilize	VERB
fbem-31297	182	27	metadata	metadata	NOUN
fbem-31297	182	28	effectively	effectively	ADV
fbem-31297	182	29	.	.	PUNCT
fbem-31297	183	1	furthermore	furthermore	ADV
fbem-31297	183	2	,	,	PUNCT
fbem-31297	183	3	mnes	mne	NOUN
fbem-31297	183	4	should	should	AUX
fbem-31297	183	5	adopt	adopt	VERB
fbem-31297	183	6	standardized	standardized	ADJ
fbem-31297	183	7	data	datum	NOUN
fbem-31297	183	8	exchange	exchange	NOUN
fbem-31297	183	9	formats	format	NOUN
fbem-31297	183	10	(	(	PUNCT
fbem-31297	183	11	e.g.	e.g.	ADV
fbem-31297	183	12	,	,	PUNCT
fbem-31297	183	13	xml	xml	NOUN
fbem-31297	183	14	,	,	PUNCT
fbem-31297	183	15	json	json	NOUN
fbem-31297	183	16	)	)	PUNCT
fbem-31297	183	17	and	and	CCONJ
fbem-31297	183	18	protocols	protocol	NOUN
fbem-31297	183	19	to	to	PART
fbem-31297	183	20	ensure	ensure	VERB
fbem-31297	183	21	consistent	consistent	ADJ
fbem-31297	183	22	metadata	metadata	NOUN
fbem-31297	183	23	sharing	sharing	NOUN
fbem-31297	183	24	and	and	CCONJ
fbem-31297	183	25	integration	integration	NOUN
fbem-31297	183	26	across	across	ADP
fbem-31297	183	27	systems	system	NOUN
fbem-31297	183	28	,	,	PUNCT
fbem-31297	183	29	enhancing	enhance	VERB
fbem-31297	183	30	interoperability	interoperability	NOUN
fbem-31297	183	31	and	and	CCONJ
fbem-31297	183	32	minimizing	minimize	VERB
fbem-31297	183	33	data	datum	NOUN
fbem-31297	183	34	discrepancies	discrepancy	NOUN
fbem-31297	183	35	.	.	PUNCT
fbem-31297	184	1	in	in	ADP
fbem-31297	184	2	specific	specific	ADJ
fbem-31297	184	3	domains	domain	NOUN
fbem-31297	184	4	,	,	PUNCT
fbem-31297	184	5	industry	industry	NOUN
fbem-31297	184	6	standards	standard	NOUN
fbem-31297	184	7	like	like	ADP
fbem-31297	184	8	hl7	hl7	NOUN
fbem-31297	184	9	and	and	CCONJ
fbem-31297	184	10	fhir	fhir	PROPN
fbem-31297	184	11	facilitate	facilitate	NOUN
fbem-31297	184	12	consistent	consistent	ADJ
fbem-31297	184	13	data	datum	NOUN
fbem-31297	184	14	exchange	exchange	NOUN
fbem-31297	184	15	in	in	ADP
fbem-31297	184	16	specific	specific	ADJ
fbem-31297	184	17	domains	domain	NOUN
fbem-31297	184	18	,	,	PUNCT
fbem-31297	184	19	promoting	promote	VERB
fbem-31297	184	20	interoperability	interoperability	NOUN
fbem-31297	184	21	among	among	ADP
fbem-31297	184	22	organizations	organization	NOUN
fbem-31297	184	23	.	.	PUNCT
fbem-31297	185	1	regular	regular	ADJ
fbem-31297	185	2	audits	audits	NOUN
fbem-31297	185	3	of	of	ADP
fbem-31297	185	4	data	datum	NOUN
fbem-31297	185	5	exchange	exchange	NOUN
fbem-31297	185	6	practices	practice	NOUN
fbem-31297	185	7	and	and	CCONJ
fbem-31297	185	8	metadata	metadata	ADJ
fbem-31297	185	9	quality	quality	NOUN
fbem-31297	185	10	are	be	AUX
fbem-31297	185	11	essential	essential	ADJ
fbem-31297	185	12	for	for	ADP
fbem-31297	185	13	identifying	identify	VERB
fbem-31297	185	14	improvement	improvement	NOUN
fbem-31297	185	15	areas	area	NOUN
fbem-31297	185	16	and	and	CCONJ
fbem-31297	185	17	ensuring	ensure	VERB
fbem-31297	185	18	compliance	compliance	NOUN
fbem-31297	185	19	with	with	ADP
fbem-31297	185	20	standards	standard	NOUN
fbem-31297	185	21	.	.	PUNCT
fbem-31297	186	1	by	by	ADP
fbem-31297	186	2	prioritizing	prioritize	VERB
fbem-31297	186	3	metadata	metadata	NOUN
fbem-31297	186	4	management	management	NOUN
fbem-31297	186	5	and	and	CCONJ
fbem-31297	186	6	standardization	standardization	NOUN
fbem-31297	186	7	,	,	PUNCT
fbem-31297	186	8	mnes	mne	NOUN
fbem-31297	186	9	can	can	AUX
fbem-31297	186	10	enhance	enhance	VERB
fbem-31297	186	11	their	their	PRON
fbem-31297	186	12	data	data	NOUN
fbem-31297	186	13	management	management	NOUN
fbem-31297	186	14	capabilities	capability	NOUN
fbem-31297	186	15	,	,	PUNCT
fbem-31297	186	16	improve	improve	VERB
fbem-31297	186	17	data	datum	NOUN
fbem-31297	186	18	quality	quality	NOUN
fbem-31297	186	19	,	,	PUNCT
fbem-31297	186	20	and	and	CCONJ
fbem-31297	186	21	support	support	VERB
fbem-31297	186	22	better	well	ADJ
fbem-31297	186	23	decision	decision	NOUN
fbem-31297	186	24	-	-	PUNCT
fbem-31297	186	25	making	making	NOUN
fbem-31297	186	26	across	across	ADP
fbem-31297	186	27	the	the	DET
fbem-31297	186	28	organization	organization	NOUN
fbem-31297	186	29	.	.	PUNCT
fbem-31297	187	1	4	4	X
fbem-31297	187	2	.	.	X
fbem-31297	187	3	implementation	implementation	NOUN
fbem-31297	187	4	strategies	strategy	NOUN
fbem-31297	187	5	and	and	CCONJ
fbem-31297	187	6	maturity	maturity	NOUN
fbem-31297	187	7	evaluation	evaluation	NOUN
fbem-31297	187	8	4.1	4.1	NUM
fbem-31297	187	9	.	.	PUNCT
fbem-31297	188	1	data	datum	NOUN
fbem-31297	188	2	management	management	NOUN
fbem-31297	188	3	plan	plan	NOUN
fbem-31297	188	4	(	(	PUNCT
fbem-31297	188	5	dmp	dmp	PROPN
fbem-31297	188	6	)	)	PUNCT
fbem-31297	188	7	a	a	DET
fbem-31297	188	8	data	data	NOUN
fbem-31297	188	9	management	management	NOUN
fbem-31297	188	10	plan	plan	NOUN
fbem-31297	188	11	(	(	PUNCT
fbem-31297	188	12	dmp	dmp	NOUN
fbem-31297	188	13	)	)	PUNCT
fbem-31297	188	14	serves	serve	VERB
fbem-31297	188	15	as	as	ADP
fbem-31297	188	16	a	a	DET
fbem-31297	188	17	foundational	foundational	ADJ
fbem-31297	188	18	document	document	NOUN
fbem-31297	188	19	that	that	PRON
fbem-31297	188	20	articulates	articulate	VERB
fbem-31297	188	21	the	the	DET
fbem-31297	188	22	strategies	strategy	NOUN
fbem-31297	188	23	and	and	CCONJ
fbem-31297	188	24	methodologies	methodology	NOUN
fbem-31297	188	25	for	for	ADP
fbem-31297	188	26	managing	manage	VERB
fbem-31297	188	27	data	datum	NOUN
fbem-31297	188	28	throughout	throughout	ADP
fbem-31297	188	29	its	its	PRON
fbem-31297	188	30	lifecycle	lifecycle	NOUN
fbem-31297	188	31	within	within	ADP
fbem-31297	188	32	multinational	multinational	ADJ
fbem-31297	188	33	enterprises	enterprise	NOUN
fbem-31297	188	34	(	(	PUNCT
fbem-31297	188	35	mnes	mne	NOUN
fbem-31297	188	36	)	)	PUNCT
fbem-31297	188	37	.	.	PUNCT
fbem-31297	189	1	the	the	DET
fbem-31297	189	2	dmp	dmp	NOUN
fbem-31297	189	3	encompasses	encompass	VERB
fbem-31297	189	4	several	several	ADJ
fbem-31297	189	5	critical	critical	ADJ
fbem-31297	189	6	components	component	NOUN
fbem-31297	189	7	:	:	PUNCT
fbem-31297	189	8	data	datum	NOUN
fbem-31297	189	9	description	description	NOUN
fbem-31297	189	10	:	:	PUNCT
fbem-31297	189	11	this	this	DET
fbem-31297	189	12	section	section	NOUN
fbem-31297	189	13	characterizes	characterize	VERB
fbem-31297	189	14	the	the	DET
fbem-31297	189	15	data	datum	NOUN
fbem-31297	189	16	to	to	PART
fbem-31297	189	17	be	be	AUX
fbem-31297	189	18	collected	collect	VERB
fbem-31297	189	19	,	,	PUNCT
fbem-31297	189	20	including	include	VERB
fbem-31297	189	21	types	type	NOUN
fbem-31297	189	22	,	,	PUNCT
fbem-31297	189	23	formats	format	NOUN
fbem-31297	189	24	,	,	PUNCT
fbem-31297	189	25	sources	source	NOUN
fbem-31297	189	26	,	,	PUNCT
fbem-31297	189	27	and	and	CCONJ
fbem-31297	189	28	intended	intend	VERB
fbem-31297	189	29	uses	use	NOUN
fbem-31297	189	30	.	.	PUNCT
fbem-31297	190	1	a	a	DET
fbem-31297	190	2	thorough	thorough	ADJ
fbem-31297	190	3	description	description	NOUN
fbem-31297	190	4	ensures	ensure	VERB
fbem-31297	190	5	stakeholders	stakeholder	NOUN
fbem-31297	190	6	understand	understand	VERB
fbem-31297	190	7	the	the	DET
fbem-31297	190	8	data	datum	NOUN
fbem-31297	190	9	's	's	PART
fbem-31297	190	10	relevance	relevance	NOUN
fbem-31297	190	11	to	to	ADP
fbem-31297	190	12	organizational	organizational	ADJ
fbem-31297	190	13	objectives	objective	NOUN
fbem-31297	190	14	and	and	CCONJ
fbem-31297	190	15	compliance	compliance	NOUN
fbem-31297	190	16	.	.	PUNCT
fbem-31297	191	1	metadata	metadata	PROPN
fbem-31297	191	2	templates	template	NOUN
fbem-31297	191	3	:	:	PUNCT
fbem-31297	191	4	standardized	standardized	ADJ
fbem-31297	191	5	metadata	metadata	NOUN
fbem-31297	191	6	templates	template	NOUN
fbem-31297	191	7	are	be	AUX
fbem-31297	191	8	essential	essential	ADJ
fbem-31297	191	9	for	for	ADP
fbem-31297	191	10	effective	effective	ADJ
fbem-31297	191	11	data	datum	NOUN
fbem-31297	191	12	management	management	NOUN
fbem-31297	191	13	,	,	PUNCT
fbem-31297	191	14	providing	provide	VERB
fbem-31297	191	15	context	context	NOUN
fbem-31297	191	16	for	for	ADP
fbem-31297	191	17	data	datum	NOUN
fbem-31297	191	18	discovery	discovery	NOUN
fbem-31297	191	19	and	and	CCONJ
fbem-31297	191	20	interoperability	interoperability	NOUN
fbem-31297	191	21	.	.	PUNCT
fbem-31297	192	1	the	the	DET
fbem-31297	192	2	dmp	dmp	PROPN
fbem-31297	192	3	should	should	AUX
fbem-31297	192	4	include	include	VERB
fbem-31297	192	5	fields	field	NOUN
fbem-31297	192	6	like	like	ADP
fbem-31297	192	7	data	datum	NOUN
fbem-31297	192	8	creator	creator	NOUN
fbem-31297	192	9	,	,	PUNCT
fbem-31297	192	10	creation	creation	NOUN
fbem-31297	192	11	date	date	NOUN
fbem-31297	192	12	,	,	PUNCT
fbem-31297	192	13	format	format	NOUN
fbem-31297	192	14	,	,	PUNCT
fbem-31297	192	15	and	and	CCONJ
fbem-31297	192	16	access	access	NOUN
fbem-31297	192	17	rights	right	NOUN
fbem-31297	192	18	to	to	PART
fbem-31297	192	19	enhance	enhance	VERB
fbem-31297	192	20	usability	usability	NOUN
fbem-31297	192	21	and	and	CCONJ
fbem-31297	192	22	governance	governance	NOUN
fbem-31297	192	23	.	.	PUNCT
fbem-31297	193	1	sharing	share	VERB
fbem-31297	193	2	policies	policy	NOUN
fbem-31297	193	3	:	:	PUNCT
fbem-31297	193	4	the	the	DET
fbem-31297	193	5	dmp	dmp	PROPN
fbem-31297	193	6	must	must	AUX
fbem-31297	193	7	outline	outline	VERB
fbem-31297	193	8	clear	clear	ADJ
fbem-31297	193	9	data	datum	NOUN
fbem-31297	193	10	sharing	share	VERB
fbem-31297	193	11	policies	policy	NOUN
fbem-31297	193	12	that	that	PRON
fbem-31297	193	13	comply	comply	VERB
fbem-31297	193	14	with	with	ADP
fbem-31297	193	15	funding	funding	NOUN
fbem-31297	193	16	agency	agency	NOUN
fbem-31297	193	17	requirements	requirement	NOUN
fbem-31297	193	18	,	,	PUNCT
fbem-31297	193	19	such	such	ADJ
fbem-31297	193	20	as	as	ADP
fbem-31297	193	21	those	those	PRON
fbem-31297	193	22	from	from	ADP
fbem-31297	193	23	nasa	nasa	PROPN
fbem-31297	193	24	and	and	CCONJ
fbem-31297	193	25	nsf	nsf	PROPN
fbem-31297	193	26	.	.	PUNCT
fbem-31297	194	1	these	these	DET
fbem-31297	194	2	policies	policy	NOUN
fbem-31297	194	3	should	should	AUX
fbem-31297	194	4	specify	specify	VERB
fbem-31297	194	5	conditions	condition	NOUN
fbem-31297	194	6	for	for	ADP
fbem-31297	194	7	sharing	share	VERB
fbem-31297	194	8	data	datum	NOUN
fbem-31297	194	9	with	with	ADP
fbem-31297	194	10	external	external	ADJ
fbem-31297	194	11	stakeholders	stakeholder	NOUN
fbem-31297	194	12	,	,	PUNCT
fbem-31297	194	13	data	datum	NOUN
fbem-31297	194	14	use	use	VERB
fbem-31297	194	15	restrictions	restriction	NOUN
fbem-31297	194	16	,	,	PUNCT
fbem-31297	194	17	and	and	CCONJ
fbem-31297	194	18	security	security	NOUN
fbem-31297	194	19	mechanisms	mechanism	NOUN
fbem-31297	194	20	,	,	PUNCT
fbem-31297	194	21	along	along	ADP
fbem-31297	194	22	with	with	ADP
fbem-31297	194	23	examples	example	NOUN
fbem-31297	194	24	of	of	ADP
fbem-31297	194	25	successful	successful	ADJ
fbem-31297	194	26	data	datum	NOUN
fbem-31297	194	27	sharing	share	VERB
fbem-31297	194	28	initiatives	initiative	NOUN
fbem-31297	194	29	to	to	PART
fbem-31297	194	30	promote	promote	VERB
fbem-31297	194	31	98	98	NUM
fbem-31297	194	32	best	good	ADJ
fbem-31297	194	33	practices	practice	NOUN
fbem-31297	194	34	.	.	PUNCT
fbem-31297	195	1	to	to	PART
fbem-31297	195	2	ensure	ensure	VERB
fbem-31297	195	3	the	the	DET
fbem-31297	195	4	dmp	dmp	NOUN
fbem-31297	195	5	remains	remain	VERB
fbem-31297	195	6	relevant	relevant	ADJ
fbem-31297	195	7	and	and	CCONJ
fbem-31297	195	8	effective	effective	ADJ
fbem-31297	195	9	,	,	PUNCT
fbem-31297	195	10	organizations	organization	NOUN
fbem-31297	195	11	should	should	AUX
fbem-31297	195	12	implement	implement	VERB
fbem-31297	195	13	a	a	DET
fbem-31297	195	14	continuous	continuous	ADJ
fbem-31297	195	15	update	update	NOUN
fbem-31297	195	16	mechanism	mechanism	NOUN
fbem-31297	195	17	based	base	VERB
fbem-31297	195	18	on	on	ADP
fbem-31297	195	19	dynamic	dynamic	ADJ
fbem-31297	195	20	documentation	documentation	NOUN
fbem-31297	195	21	principles	principle	NOUN
fbem-31297	195	22	.	.	PUNCT
fbem-31297	196	1	this	this	PRON
fbem-31297	196	2	involves	involve	VERB
fbem-31297	196	3	regularly	regularly	ADV
fbem-31297	196	4	reviewing	review	VERB
fbem-31297	196	5	and	and	CCONJ
fbem-31297	196	6	revising	revise	VERB
fbem-31297	196	7	the	the	DET
fbem-31297	196	8	dmp	dmp	NOUN
fbem-31297	196	9	to	to	PART
fbem-31297	196	10	reflect	reflect	VERB
fbem-31297	196	11	changes	change	NOUN
fbem-31297	196	12	in	in	ADP
fbem-31297	196	13	data	data	NOUN
fbem-31297	196	14	management	management	NOUN
fbem-31297	196	15	practices	practice	NOUN
fbem-31297	196	16	,	,	PUNCT
fbem-31297	196	17	regulations	regulation	NOUN
fbem-31297	196	18	,	,	PUNCT
fbem-31297	196	19	and	and	CCONJ
fbem-31297	196	20	organizational	organizational	ADJ
fbem-31297	196	21	priorities	priority	NOUN
fbem-31297	196	22	.	.	PUNCT
fbem-31297	197	1	establishing	establish	VERB
fbem-31297	197	2	a	a	DET
fbem-31297	197	3	systematic	systematic	ADJ
fbem-31297	197	4	review	review	NOUN
fbem-31297	197	5	schedule	schedule	NOUN
fbem-31297	197	6	and	and	CCONJ
fbem-31297	197	7	assigning	assign	VERB
fbem-31297	197	8	maintenance	maintenance	NOUN
fbem-31297	197	9	responsibilities	responsibility	NOUN
fbem-31297	197	10	will	will	AUX
fbem-31297	197	11	help	help	VERB
fbem-31297	197	12	keep	keep	VERB
fbem-31297	197	13	the	the	DET
fbem-31297	197	14	dmp	dmp	NOUN
fbem-31297	197	15	aligned	align	VERB
fbem-31297	197	16	with	with	ADP
fbem-31297	197	17	the	the	DET
fbem-31297	197	18	organization	organization	NOUN
fbem-31297	197	19	’s	’s	PART
fbem-31297	197	20	data	datum	NOUN
fbem-31297	197	21	landscape	landscape	NOUN
fbem-31297	197	22	.	.	PUNCT
fbem-31297	198	1	4.2	4.2	NUM
fbem-31297	198	2	.	.	PUNCT
fbem-31297	198	3	maturity	maturity	NOUN
fbem-31297	198	4	model	model	NOUN
fbem-31297	198	5	(	(	PUNCT
fbem-31297	198	6	dmm	dmm	PROPN
fbem-31297	198	7	)	)	PUNCT
fbem-31297	198	8	the	the	DET
fbem-31297	198	9	evaluation	evaluation	NOUN
fbem-31297	198	10	of	of	ADP
fbem-31297	198	11	data	data	NOUN
fbem-31297	198	12	management	management	NOUN
fbem-31297	198	13	maturity	maturity	NOUN
fbem-31297	198	14	can	can	AUX
fbem-31297	198	15	be	be	AUX
fbem-31297	198	16	effectively	effectively	ADV
fbem-31297	198	17	conducted	conduct	VERB
fbem-31297	198	18	using	use	VERB
fbem-31297	198	19	the	the	DET
fbem-31297	198	20	data	data	NOUN
fbem-31297	198	21	management	management	NOUN
fbem-31297	198	22	maturity	maturity	NOUN
fbem-31297	198	23	(	(	PUNCT
fbem-31297	198	24	dmm	dmm	PROPN
fbem-31297	198	25	)	)	PUNCT
fbem-31297	198	26	model	model	NOUN
fbem-31297	198	27	,	,	PUNCT
fbem-31297	198	28	which	which	PRON
fbem-31297	198	29	comprises	comprise	VERB
fbem-31297	198	30	a	a	DET
fbem-31297	198	31	five	five	NUM
fbem-31297	198	32	-	-	PUNCT
fbem-31297	198	33	level	level	NOUN
fbem-31297	198	34	assessment	assessment	NOUN
fbem-31297	198	35	framework	framework	NOUN
fbem-31297	198	36	:	:	PUNCT
fbem-31297	198	37	execution	execution	NOUN
fbem-31297	198	38	:	:	PUNCT
fbem-31297	198	39	organizations	organization	NOUN
fbem-31297	198	40	engage	engage	VERB
fbem-31297	198	41	in	in	ADP
fbem-31297	198	42	basic	basic	ADJ
fbem-31297	198	43	data	datum	NOUN
fbem-31297	198	44	management	management	NOUN
fbem-31297	198	45	activities	activity	NOUN
fbem-31297	198	46	without	without	ADP
fbem-31297	198	47	formal	formal	ADJ
fbem-31297	198	48	processes	process	NOUN
fbem-31297	198	49	,	,	PUNCT
fbem-31297	198	50	resulting	result	VERB
fbem-31297	198	51	in	in	ADP
fbem-31297	198	52	reactive	reactive	ADJ
fbem-31297	198	53	efforts	effort	NOUN
fbem-31297	198	54	and	and	CCONJ
fbem-31297	198	55	inefficiencies	inefficiency	NOUN
fbem-31297	198	56	.	.	PUNCT
fbem-31297	199	1	management	management	NOUN
fbem-31297	199	2	:	:	PUNCT
fbem-31297	199	3	structured	structure	VERB
fbem-31297	199	4	management	management	NOUN
fbem-31297	199	5	practices	practice	NOUN
fbem-31297	199	6	begin	begin	VERB
fbem-31297	199	7	to	to	PART
fbem-31297	199	8	emerge	emerge	VERB
fbem-31297	199	9	,	,	PUNCT
fbem-31297	199	10	defining	define	VERB
fbem-31297	199	11	roles	role	NOUN
fbem-31297	199	12	and	and	CCONJ
fbem-31297	199	13	responsibilities	responsibility	NOUN
fbem-31297	199	14	and	and	CCONJ
fbem-31297	199	15	transitioning	transition	VERB
fbem-31297	199	16	from	from	ADP
fbem-31297	199	17	ad	ad	NOUN
fbem-31297	199	18	-	-	PUNCT
fbem-31297	199	19	hoc	hoc	X
fbem-31297	199	20	to	to	ADP
fbem-31297	199	21	organized	organized	ADJ
fbem-31297	199	22	approaches	approach	NOUN
fbem-31297	199	23	with	with	ADP
fbem-31297	199	24	some	some	DET
fbem-31297	199	25	policies	policy	NOUN
fbem-31297	199	26	in	in	ADP
fbem-31297	199	27	place	place	NOUN
fbem-31297	199	28	.	.	PUNCT
fbem-31297	200	1	definition	definition	NOUN
fbem-31297	200	2	:	:	PUNCT
fbem-31297	200	3	clear	clear	ADJ
fbem-31297	200	4	data	datum	NOUN
fbem-31297	200	5	management	management	NOUN
fbem-31297	200	6	processes	process	NOUN
fbem-31297	200	7	and	and	CCONJ
fbem-31297	200	8	standards	standard	NOUN
fbem-31297	200	9	are	be	AUX
fbem-31297	200	10	articulated	articulate	VERB
fbem-31297	200	11	,	,	PUNCT
fbem-31297	200	12	with	with	ADP
fbem-31297	200	13	critical	critical	ADJ
fbem-31297	200	14	documentation	documentation	NOUN
fbem-31297	200	15	and	and	CCONJ
fbem-31297	200	16	governance	governance	NOUN
fbem-31297	200	17	frameworks	framework	NOUN
fbem-31297	200	18	established	establish	VERB
fbem-31297	200	19	to	to	PART
fbem-31297	200	20	ensure	ensure	VERB
fbem-31297	200	21	consistency	consistency	NOUN
fbem-31297	200	22	and	and	CCONJ
fbem-31297	200	23	compliance	compliance	NOUN
fbem-31297	200	24	.	.	PUNCT
fbem-31297	201	1	measurement	measurement	NOUN
fbem-31297	201	2	:	:	PUNCT
fbem-31297	201	3	metrics	metric	NOUN
fbem-31297	201	4	and	and	CCONJ
fbem-31297	201	5	key	key	ADJ
fbem-31297	201	6	performance	performance	NOUN
fbem-31297	201	7	indicators	indicator	NOUN
fbem-31297	201	8	(	(	PUNCT
fbem-31297	201	9	kpis	kpis	PROPN
fbem-31297	201	10	)	)	PUNCT
fbem-31297	201	11	are	be	AUX
fbem-31297	201	12	implemented	implement	VERB
fbem-31297	201	13	to	to	PART
fbem-31297	201	14	assess	assess	VERB
fbem-31297	201	15	data	datum	NOUN
fbem-31297	201	16	management	management	NOUN
fbem-31297	201	17	effectiveness	effectiveness	NOUN
fbem-31297	201	18	,	,	PUNCT
fbem-31297	201	19	with	with	ADP
fbem-31297	201	20	continuous	continuous	ADJ
fbem-31297	201	21	monitoring	monitoring	NOUN
fbem-31297	201	22	to	to	PART
fbem-31297	201	23	identify	identify	VERB
fbem-31297	201	24	improvement	improvement	NOUN
fbem-31297	201	25	areas	area	NOUN
fbem-31297	201	26	.	.	PUNCT
fbem-31297	202	1	optimization	optimization	NOUN
fbem-31297	202	2	:	:	PUNCT
fbem-31297	202	3	the	the	DET
fbem-31297	202	4	focus	focus	NOUN
fbem-31297	202	5	shifts	shift	NOUN
fbem-31297	202	6	to	to	ADP
fbem-31297	202	7	continuous	continuous	ADJ
fbem-31297	202	8	optimization	optimization	NOUN
fbem-31297	202	9	through	through	ADP
fbem-31297	202	10	iterative	iterative	NOUN
fbem-31297	202	11	improvements	improvement	NOUN
fbem-31297	202	12	,	,	PUNCT
fbem-31297	202	13	leveraging	leverage	VERB
fbem-31297	202	14	advanced	advanced	ADJ
fbem-31297	202	15	analytics	analytic	NOUN
fbem-31297	202	16	and	and	CCONJ
fbem-31297	202	17	feedback	feedback	NOUN
fbem-31297	202	18	to	to	PART
fbem-31297	202	19	refine	refine	VERB
fbem-31297	202	20	data	data	NOUN
fbem-31297	202	21	management	management	NOUN
fbem-31297	202	22	strategies	strategy	NOUN
fbem-31297	202	23	and	and	CCONJ
fbem-31297	202	24	foster	foster	ADJ
fbem-31297	202	25	excellence	excellence	NOUN
fbem-31297	202	26	.	.	PUNCT
fbem-31297	203	1	organizations	organization	NOUN
fbem-31297	203	2	should	should	AUX
fbem-31297	203	3	conduct	conduct	VERB
fbem-31297	203	4	self	self	NOUN
fbem-31297	203	5	-	-	PUNCT
fbem-31297	203	6	assessments	assessment	NOUN
fbem-31297	203	7	using	use	VERB
fbem-31297	203	8	the	the	DET
fbem-31297	203	9	dmm	dmm	PROPN
fbem-31297	203	10	model	model	NOUN
fbem-31297	203	11	to	to	PART
fbem-31297	203	12	evaluate	evaluate	VERB
fbem-31297	203	13	their	their	PRON
fbem-31297	203	14	maturity	maturity	NOUN
fbem-31297	203	15	level	level	NOUN
fbem-31297	203	16	.	.	PUNCT
fbem-31297	204	1	this	this	PRON
fbem-31297	204	2	can	can	AUX
fbem-31297	204	3	be	be	AUX
fbem-31297	204	4	enhanced	enhance	VERB
fbem-31297	204	5	through	through	ADP
fbem-31297	204	6	community	community	NOUN
fbem-31297	204	7	assessments	assessment	NOUN
fbem-31297	204	8	,	,	PUNCT
fbem-31297	204	9	allowing	allow	VERB
fbem-31297	204	10	collaboration	collaboration	NOUN
fbem-31297	204	11	with	with	ADP
fbem-31297	204	12	peers	peer	NOUN
fbem-31297	204	13	to	to	PART
fbem-31297	204	14	share	share	VERB
fbem-31297	204	15	insights	insight	NOUN
fbem-31297	204	16	and	and	CCONJ
fbem-31297	204	17	best	good	ADJ
fbem-31297	204	18	practices	practice	NOUN
fbem-31297	204	19	.	.	PUNCT
fbem-31297	205	1	by	by	ADP
fbem-31297	205	2	identifying	identify	VERB
fbem-31297	205	3	gaps	gap	NOUN
fbem-31297	205	4	in	in	ADP
fbem-31297	205	5	data	datum	NOUN
fbem-31297	205	6	management	management	NOUN
fbem-31297	205	7	capabilities	capability	NOUN
fbem-31297	205	8	,	,	PUNCT
fbem-31297	205	9	organizations	organization	NOUN
fbem-31297	205	10	can	can	AUX
fbem-31297	205	11	create	create	VERB
fbem-31297	205	12	targeted	target	VERB
fbem-31297	205	13	improvement	improvement	NOUN
fbem-31297	205	14	pathways	pathway	NOUN
fbem-31297	205	15	that	that	PRON
fbem-31297	205	16	align	align	VERB
fbem-31297	205	17	with	with	ADP
fbem-31297	205	18	their	their	PRON
fbem-31297	205	19	strategic	strategic	ADJ
fbem-31297	205	20	objectives	objective	NOUN
fbem-31297	205	21	and	and	CCONJ
fbem-31297	205	22	strengthen	strengthen	VERB
fbem-31297	205	23	overall	overall	ADJ
fbem-31297	205	24	data	datum	NOUN
fbem-31297	205	25	governance	governance	NOUN
fbem-31297	205	26	.	.	PUNCT
fbem-31297	206	1	4.3	4.3	NUM
fbem-31297	206	2	.	.	PUNCT
fbem-31297	207	1	change	change	NOUN
fbem-31297	207	2	management	management	NOUN
fbem-31297	207	3	and	and	CCONJ
fbem-31297	207	4	habit	habit	ADJ
fbem-31297	207	5	formation	formation	NOUN
fbem-31297	207	6	to	to	PART
fbem-31297	207	7	cultivate	cultivate	VERB
fbem-31297	207	8	a	a	DET
fbem-31297	207	9	culture	culture	NOUN
fbem-31297	207	10	of	of	ADP
fbem-31297	207	11	effective	effective	ADJ
fbem-31297	207	12	data	datum	NOUN
fbem-31297	207	13	management	management	NOUN
fbem-31297	207	14	,	,	PUNCT
fbem-31297	207	15	organizations	organization	NOUN
fbem-31297	207	16	should	should	AUX
fbem-31297	207	17	adopt	adopt	VERB
fbem-31297	207	18	an	an	DET
fbem-31297	207	19	incremental	incremental	ADJ
fbem-31297	207	20	practice	practice	NOUN
fbem-31297	207	21	adoption	adoption	NOUN
fbem-31297	207	22	strategy	strategy	NOUN
fbem-31297	207	23	.	.	PUNCT
fbem-31297	208	1	this	this	DET
fbem-31297	208	2	approach	approach	NOUN
fbem-31297	208	3	involves	involve	VERB
fbem-31297	208	4	introducing	introduce	VERB
fbem-31297	208	5	one	one	NUM
fbem-31297	208	6	new	new	ADJ
fbem-31297	208	7	data	datum	NOUN
fbem-31297	208	8	management	management	NOUN
fbem-31297	208	9	practice	practice	NOUN
fbem-31297	208	10	each	each	DET
fbem-31297	208	11	month	month	NOUN
fbem-31297	208	12	,	,	PUNCT
fbem-31297	208	13	allowing	allow	VERB
fbem-31297	208	14	teams	team	NOUN
fbem-31297	208	15	to	to	PART
fbem-31297	208	16	gradually	gradually	ADV
fbem-31297	208	17	integrate	integrate	VERB
fbem-31297	208	18	these	these	DET
fbem-31297	208	19	practices	practice	NOUN
fbem-31297	208	20	into	into	ADP
fbem-31297	208	21	their	their	PRON
fbem-31297	208	22	workflows	workflow	NOUN
fbem-31297	208	23	.	.	PUNCT
fbem-31297	209	1	by	by	ADP
fbem-31297	209	2	focusing	focus	VERB
fbem-31297	209	3	on	on	ADP
fbem-31297	209	4	manageable	manageable	ADJ
fbem-31297	209	5	changes	change	NOUN
fbem-31297	209	6	,	,	PUNCT
fbem-31297	209	7	organizations	organization	NOUN
fbem-31297	209	8	can	can	AUX
fbem-31297	209	9	mitigate	mitigate	VERB
fbem-31297	209	10	resistance	resistance	NOUN
fbem-31297	209	11	and	and	CCONJ
fbem-31297	209	12	foster	foster	ADJ
fbem-31297	209	13	buy	buy	NOUN
fbem-31297	209	14	-	-	PUNCT
fbem-31297	209	15	in	in	NOUN
fbem-31297	209	16	from	from	ADP
fbem-31297	209	17	employees	employee	NOUN
fbem-31297	209	18	,	,	PUNCT
fbem-31297	209	19	ultimately	ultimately	ADV
fbem-31297	209	20	leading	lead	VERB
fbem-31297	209	21	to	to	ADP
fbem-31297	209	22	sustained	sustained	ADJ
fbem-31297	209	23	improvements	improvement	NOUN
fbem-31297	209	24	in	in	ADP
fbem-31297	209	25	data	datum	NOUN
fbem-31297	209	26	management	management	NOUN
fbem-31297	209	27	.	.	PUNCT
fbem-31297	210	1	fostering	foster	VERB
fbem-31297	210	2	a	a	DET
fbem-31297	210	3	collaborative	collaborative	ADJ
fbem-31297	210	4	environment	environment	NOUN
fbem-31297	210	5	is	be	AUX
fbem-31297	210	6	essential	essential	ADJ
fbem-31297	210	7	for	for	ADP
fbem-31297	210	8	the	the	DET
fbem-31297	210	9	successful	successful	ADJ
fbem-31297	210	10	implementation	implementation	NOUN
fbem-31297	210	11	of	of	ADP
fbem-31297	210	12	data	datum	NOUN
fbem-31297	210	13	management	management	NOUN
fbem-31297	210	14	practices	practice	NOUN
fbem-31297	210	15	.	.	PUNCT
fbem-31297	211	1	organizations	organization	NOUN
fbem-31297	211	2	should	should	AUX
fbem-31297	211	3	promote	promote	VERB
fbem-31297	211	4	a	a	DET
fbem-31297	211	5	community	community	NOUN
fbem-31297	211	6	-	-	PUNCT
fbem-31297	211	7	driven	drive	VERB
fbem-31297	211	8	model	model	NOUN
fbem-31297	211	9	that	that	PRON
fbem-31297	211	10	encourages	encourage	VERB
fbem-31297	211	11	teamwork	teamwork	NOUN
fbem-31297	211	12	and	and	CCONJ
fbem-31297	211	13	knowledge	knowledge	NOUN
fbem-31297	211	14	sharing	sharing	NOUN
fbem-31297	211	15	across	across	ADP
fbem-31297	211	16	departments	department	NOUN
fbem-31297	211	17	.	.	PUNCT
fbem-31297	212	1	this	this	PRON
fbem-31297	212	2	can	can	AUX
fbem-31297	212	3	be	be	AUX
fbem-31297	212	4	achieved	achieve	VERB
fbem-31297	212	5	through	through	ADP
fbem-31297	212	6	regular	regular	ADJ
fbem-31297	212	7	workshops	workshop	NOUN
fbem-31297	212	8	,	,	PUNCT
fbem-31297	212	9	training	training	NOUN
fbem-31297	212	10	sessions	session	NOUN
fbem-31297	212	11	,	,	PUNCT
fbem-31297	212	12	and	and	CCONJ
fbem-31297	212	13	collaborative	collaborative	ADJ
fbem-31297	212	14	projects	project	NOUN
fbem-31297	212	15	that	that	PRON
fbem-31297	212	16	bring	bring	VERB
fbem-31297	212	17	together	together	ADV
fbem-31297	212	18	employees	employee	NOUN
fbem-31297	212	19	from	from	ADP
fbem-31297	212	20	diverse	diverse	ADJ
fbem-31297	212	21	backgrounds	background	NOUN
fbem-31297	212	22	.	.	PUNCT
fbem-31297	213	1	by	by	ADP
fbem-31297	213	2	nurturing	nurture	VERB
fbem-31297	213	3	a	a	DET
fbem-31297	213	4	culture	culture	NOUN
fbem-31297	213	5	of	of	ADP
fbem-31297	213	6	collaboration	collaboration	NOUN
fbem-31297	213	7	and	and	CCONJ
fbem-31297	213	8	shared	shared	ADJ
fbem-31297	213	9	responsibility	responsibility	NOUN
fbem-31297	213	10	,	,	PUNCT
fbem-31297	213	11	organizations	organization	NOUN
fbem-31297	213	12	can	can	AUX
fbem-31297	213	13	enhance	enhance	VERB
fbem-31297	213	14	their	their	PRON
fbem-31297	213	15	data	data	NOUN
fbem-31297	213	16	management	management	NOUN
fbem-31297	213	17	capabilities	capability	NOUN
fbem-31297	213	18	and	and	CCONJ
fbem-31297	213	19	create	create	VERB
fbem-31297	213	20	a	a	DET
fbem-31297	213	21	collective	collective	ADJ
fbem-31297	213	22	commitment	commitment	NOUN
fbem-31297	213	23	to	to	ADP
fbem-31297	213	24	data	datum	NOUN
fbem-31297	213	25	stewardship	stewardship	NOUN
fbem-31297	213	26	.	.	PUNCT
fbem-31297	214	1	5	5	X
fbem-31297	214	2	.	.	PUNCT
fbem-31297	214	3	future	future	ADJ
fbem-31297	214	4	trends	trend	NOUN
fbem-31297	214	5	and	and	CCONJ
fbem-31297	214	6	challenges	challenge	NOUN
fbem-31297	214	7	as	as	ADP
fbem-31297	214	8	multinational	multinational	ADJ
fbem-31297	214	9	enterprises	enterprise	NOUN
fbem-31297	214	10	(	(	PUNCT
fbem-31297	214	11	mnes	mne	NOUN
fbem-31297	214	12	)	)	PUNCT
fbem-31297	214	13	navigate	navigate	VERB
fbem-31297	214	14	the	the	DET
fbem-31297	214	15	evolving	evolve	VERB
fbem-31297	214	16	data	datum	NOUN
fbem-31297	214	17	management	management	NOUN
fbem-31297	214	18	landscape	landscape	NOUN
fbem-31297	214	19	,	,	PUNCT
fbem-31297	214	20	key	key	ADJ
fbem-31297	214	21	trends	trend	NOUN
fbem-31297	214	22	and	and	CCONJ
fbem-31297	214	23	challenges	challenge	NOUN
fbem-31297	214	24	are	be	AUX
fbem-31297	214	25	emerging	emerge	VERB
fbem-31297	214	26	that	that	PRON
fbem-31297	214	27	will	will	AUX
fbem-31297	214	28	shape	shape	VERB
fbem-31297	214	29	the	the	DET
fbem-31297	214	30	future	future	NOUN
fbem-31297	214	31	of	of	ADP
fbem-31297	214	32	data	datum	NOUN
fbem-31297	214	33	quality	quality	NOUN
fbem-31297	214	34	,	,	PUNCT
fbem-31297	214	35	privacy	privacy	NOUN
fbem-31297	214	36	,	,	PUNCT
fbem-31297	214	37	and	and	CCONJ
fbem-31297	214	38	standardization	standardization	NOUN
fbem-31297	214	39	.	.	PUNCT
fbem-31297	215	1	first	first	ADV
fbem-31297	215	2	,	,	PUNCT
fbem-31297	215	3	the	the	DET
fbem-31297	215	4	integration	integration	NOUN
fbem-31297	215	5	of	of	ADP
fbem-31297	215	6	artificial	artificial	ADJ
fbem-31297	215	7	intelligence	intelligence	NOUN
fbem-31297	215	8	(	(	PUNCT
fbem-31297	215	9	ai	ai	NOUN
fbem-31297	215	10	)	)	PUNCT
fbem-31297	215	11	into	into	ADP
fbem-31297	215	12	data	datum	NOUN
fbem-31297	215	13	quality	quality	NOUN
fbem-31297	215	14	management	management	NOUN
fbem-31297	215	15	is	be	AUX
fbem-31297	215	16	poised	poise	VERB
fbem-31297	215	17	to	to	PART
fbem-31297	215	18	revolutionize	revolutionize	VERB
fbem-31297	215	19	how	how	SCONJ
fbem-31297	215	20	organizations	organization	NOUN
fbem-31297	215	21	ensure	ensure	VERB
fbem-31297	215	22	the	the	DET
fbem-31297	215	23	accuracy	accuracy	NOUN
fbem-31297	215	24	,	,	PUNCT
fbem-31297	215	25	consistency	consistency	NOUN
fbem-31297	215	26	,	,	PUNCT
fbem-31297	215	27	and	and	CCONJ
fbem-31297	215	28	reliability	reliability	NOUN
fbem-31297	215	29	of	of	ADP
fbem-31297	215	30	their	their	PRON
fbem-31297	215	31	data	datum	NOUN
fbem-31297	215	32	[	[	X
fbem-31297	215	33	5	5	NUM
fbem-31297	215	34	]	]	PUNCT
fbem-31297	215	35	.	.	PUNCT
fbem-31297	216	1	ai	ai	VERB
fbem-31297	216	2	-	-	PUNCT
fbem-31297	216	3	powered	power	VERB
fbem-31297	216	4	predictive	predictive	ADJ
fbem-31297	216	5	models	model	NOUN
fbem-31297	216	6	can	can	AUX
fbem-31297	216	7	identify	identify	VERB
fbem-31297	216	8	anomalies	anomaly	NOUN
fbem-31297	216	9	and	and	CCONJ
fbem-31297	216	10	automate	automate	ADJ
fbem-31297	216	11	data	datum	NOUN
fbem-31297	216	12	cleansing	cleansing	NOUN
fbem-31297	216	13	,	,	PUNCT
fbem-31297	216	14	significantly	significantly	ADV
fbem-31297	216	15	reducing	reduce	VERB
fbem-31297	216	16	manual	manual	ADJ
fbem-31297	216	17	effort	effort	NOUN
fbem-31297	216	18	.	.	PUNCT
fbem-31297	217	1	these	these	DET
fbem-31297	217	2	tools	tool	NOUN
fbem-31297	217	3	continuously	continuously	ADV
fbem-31297	217	4	adapt	adapt	VERB
fbem-31297	217	5	to	to	ADP
fbem-31297	217	6	new	new	ADJ
fbem-31297	217	7	data	datum	NOUN
fbem-31297	217	8	,	,	PUNCT
fbem-31297	217	9	enhancing	enhance	VERB
fbem-31297	217	10	quality	quality	NOUN
fbem-31297	217	11	and	and	CCONJ
fbem-31297	217	12	enabling	enable	VERB
fbem-31297	217	13	informed	informed	ADJ
fbem-31297	217	14	decisionmaking	decisionmaking	NOUN
fbem-31297	217	15	.	.	PUNCT
fbem-31297	218	1	second	second	ADJ
fbem-31297	218	2	,	,	PUNCT
fbem-31297	218	3	as	as	SCONJ
fbem-31297	218	4	data	data	NOUN
fbem-31297	218	5	collection	collection	NOUN
fbem-31297	218	6	expands	expand	VERB
fbem-31297	218	7	,	,	PUNCT
fbem-31297	218	8	the	the	DET
fbem-31297	218	9	importance	importance	NOUN
fbem-31297	218	10	of	of	ADP
fbem-31297	218	11	privacy	privacy	NOUN
fbem-31297	218	12	protection	protection	NOUN
fbem-31297	218	13	and	and	CCONJ
fbem-31297	218	14	ethical	ethical	ADJ
fbem-31297	218	15	considerations	consideration	NOUN
fbem-31297	218	16	grows	grow	VERB
fbem-31297	218	17	.	.	PUNCT
fbem-31297	219	1	the	the	DET
fbem-31297	219	2	increasing	increase	VERB
fbem-31297	219	3	reliance	reliance	NOUN
fbem-31297	219	4	on	on	ADP
fbem-31297	219	5	personal	personal	ADJ
fbem-31297	219	6	data	datum	NOUN
fbem-31297	219	7	for	for	ADP
fbem-31297	219	8	analytics	analytic	NOUN
fbem-31297	219	9	and	and	CCONJ
fbem-31297	219	10	decision	decision	NOUN
fbem-31297	219	11	-	-	PUNCT
fbem-31297	219	12	making	making	NOUN
fbem-31297	219	13	raises	raise	VERB
fbem-31297	219	14	significant	significant	ADJ
fbem-31297	219	15	ethical	ethical	ADJ
fbem-31297	219	16	questions	question	NOUN
fbem-31297	219	17	regarding	regard	VERB
fbem-31297	219	18	consent	consent	NOUN
fbem-31297	219	19	,	,	PUNCT
fbem-31297	219	20	data	datum	NOUN
fbem-31297	219	21	ownership	ownership	NOUN
fbem-31297	219	22	,	,	PUNCT
fbem-31297	219	23	and	and	CCONJ
fbem-31297	219	24	the	the	DET
fbem-31297	219	25	potential	potential	NOUN
fbem-31297	219	26	for	for	ADP
fbem-31297	219	27	misuse	misuse	NOUN
fbem-31297	219	28	[	[	X
fbem-31297	219	29	14	14	NUM
fbem-31297	219	30	]	]	PUNCT
fbem-31297	219	31	.	.	PUNCT
fbem-31297	220	1	organizations	organization	NOUN
fbem-31297	220	2	must	must	AUX
fbem-31297	220	3	navigate	navigate	VERB
fbem-31297	220	4	complex	complex	ADJ
fbem-31297	220	5	regulatory	regulatory	ADJ
fbem-31297	220	6	environments	environment	NOUN
fbem-31297	220	7	,	,	PUNCT
fbem-31297	220	8	such	such	ADJ
fbem-31297	220	9	as	as	ADP
fbem-31297	220	10	the	the	DET
fbem-31297	220	11	general	general	ADJ
fbem-31297	220	12	data	data	PROPN
fbem-31297	220	13	protection	protection	NOUN
fbem-31297	220	14	regulation	regulation	NOUN
fbem-31297	220	15	(	(	PUNCT
fbem-31297	220	16	gdpr	gdpr	NOUN
fbem-31297	220	17	)	)	PUNCT
fbem-31297	220	18	in	in	ADP
fbem-31297	220	19	europe	europe	PROPN
fbem-31297	220	20	,	,	PUNCT
fbem-31297	220	21	which	which	PRON
fbem-31297	220	22	mandates	mandate	VERB
fbem-31297	220	23	strict	strict	ADJ
fbem-31297	220	24	guidelines	guideline	NOUN
fbem-31297	220	25	for	for	ADP
fbem-31297	220	26	data	data	NOUN
fbem-31297	220	27	handling	handling	NOUN
fbem-31297	220	28	and	and	CCONJ
fbem-31297	220	29	user	user	NOUN
fbem-31297	220	30	privacy	privacy	NOUN
fbem-31297	220	31	.	.	PUNCT
fbem-31297	221	1	mnes	mne	NOUN
fbem-31297	221	2	must	must	AUX
fbem-31297	221	3	establish	establish	VERB
fbem-31297	221	4	clear	clear	ADJ
fbem-31297	221	5	ethical	ethical	ADJ
fbem-31297	221	6	frameworks	framework	NOUN
fbem-31297	221	7	for	for	ADP
fbem-31297	221	8	data	datum	NOUN
fbem-31297	221	9	usage	usage	NOUN
fbem-31297	221	10	to	to	PART
fbem-31297	221	11	build	build	VERB
fbem-31297	221	12	trust	trust	NOUN
fbem-31297	221	13	and	and	CCONJ
fbem-31297	221	14	ensure	ensure	VERB
fbem-31297	221	15	accountability	accountability	NOUN
fbem-31297	221	16	.	.	PUNCT
fbem-31297	222	1	third	third	ADJ
fbem-31297	222	2	,	,	PUNCT
fbem-31297	222	3	the	the	DET
fbem-31297	222	4	demand	demand	NOUN
fbem-31297	222	5	for	for	ADP
fbem-31297	222	6	standardization	standardization	NOUN
fbem-31297	222	7	in	in	ADP
fbem-31297	222	8	data	data	NOUN
fbem-31297	222	9	management	management	NOUN
fbem-31297	222	10	practices	practice	NOUN
fbem-31297	222	11	is	be	AUX
fbem-31297	222	12	increasing	increase	VERB
fbem-31297	222	13	,	,	PUNCT
fbem-31297	222	14	particularly	particularly	ADV
fbem-31297	222	15	for	for	ADP
fbem-31297	222	16	cross	cross	ADJ
fbem-31297	222	17	-	-	ADJ
fbem-31297	222	18	domain	domain	ADJ
fbem-31297	222	19	collaboration	collaboration	NOUN
fbem-31297	222	20	.	.	PUNCT
fbem-31297	223	1	developing	develop	VERB
fbem-31297	223	2	standardized	standardized	ADJ
fbem-31297	223	3	query	query	NOUN
fbem-31297	223	4	languages	language	NOUN
fbem-31297	223	5	,	,	PUNCT
fbem-31297	223	6	such	such	ADJ
fbem-31297	223	7	as	as	ADP
fbem-31297	223	8	those	those	PRON
fbem-31297	223	9	proposed	propose	VERB
fbem-31297	223	10	by	by	ADP
fbem-31297	223	11	the	the	DET
fbem-31297	223	12	world	world	NOUN
fbem-31297	223	13	wide	wide	ADJ
fbem-31297	223	14	web	web	NOUN
fbem-31297	223	15	consortium	consortium	NOUN
fbem-31297	223	16	(	(	PUNCT
fbem-31297	223	17	w3c	w3c	PROPN
fbem-31297	223	18	)	)	PUNCT
fbem-31297	223	19	,	,	PUNCT
fbem-31297	223	20	facilitates	facilitate	VERB
fbem-31297	223	21	interoperability	interoperability	NOUN
fbem-31297	223	22	and	and	CCONJ
fbem-31297	223	23	seamless	seamless	ADJ
fbem-31297	223	24	data	datum	NOUN
fbem-31297	223	25	exchange	exchange	NOUN
fbem-31297	223	26	.	.	PUNCT
fbem-31297	224	1	by	by	ADP
fbem-31297	224	2	fostering	foster	VERB
fbem-31297	224	3	partnerships	partnership	NOUN
fbem-31297	224	4	and	and	CCONJ
fbem-31297	224	5	common	common	ADJ
fbem-31297	224	6	standards	standard	NOUN
fbem-31297	224	7	,	,	PUNCT
fbem-31297	224	8	mnes	mne	NOUN
fbem-31297	224	9	can	can	AUX
fbem-31297	224	10	enhance	enhance	VERB
fbem-31297	224	11	their	their	PRON
fbem-31297	224	12	data	data	NOUN
fbem-31297	224	13	management	management	NOUN
fbem-31297	224	14	capabilities	capability	NOUN
fbem-31297	224	15	and	and	CCONJ
fbem-31297	224	16	drive	drive	VERB
fbem-31297	224	17	innovation	innovation	NOUN
fbem-31297	224	18	.	.	PUNCT
fbem-31297	225	1	in	in	ADP
fbem-31297	225	2	conclusion	conclusion	NOUN
fbem-31297	225	3	,	,	PUNCT
fbem-31297	225	4	the	the	DET
fbem-31297	225	5	future	future	NOUN
fbem-31297	225	6	of	of	ADP
fbem-31297	225	7	data	datum	NOUN
fbem-31297	225	8	management	management	NOUN
fbem-31297	225	9	in	in	ADP
fbem-31297	225	10	mnes	mne	NOUN
fbem-31297	225	11	will	will	AUX
fbem-31297	225	12	be	be	AUX
fbem-31297	225	13	influenced	influence	VERB
fbem-31297	225	14	by	by	ADP
fbem-31297	225	15	ai	ai	PROPN
fbem-31297	225	16	integration	integration	NOUN
fbem-31297	225	17	,	,	PUNCT
fbem-31297	225	18	ethical	ethical	ADJ
fbem-31297	225	19	data	datum	NOUN
fbem-31297	225	20	practices	practice	NOUN
fbem-31297	225	21	,	,	PUNCT
fbem-31297	225	22	and	and	CCONJ
fbem-31297	225	23	the	the	DET
fbem-31297	225	24	need	need	NOUN
fbem-31297	225	25	for	for	ADP
fbem-31297	225	26	standardization	standardization	NOUN
fbem-31297	225	27	and	and	CCONJ
fbem-31297	225	28	collaboration	collaboration	NOUN
fbem-31297	225	29	.	.	PUNCT
fbem-31297	226	1	by	by	ADP
fbem-31297	226	2	proactively	proactively	ADV
fbem-31297	226	3	addressing	address	VERB
fbem-31297	226	4	these	these	DET
fbem-31297	226	5	trends	trend	NOUN
fbem-31297	226	6	,	,	PUNCT
fbem-31297	226	7	organizations	organization	NOUN
fbem-31297	226	8	can	can	AUX
fbem-31297	226	9	position	position	VERB
fbem-31297	226	10	themselves	themselves	PRON
fbem-31297	226	11	for	for	ADP
fbem-31297	226	12	success	success	NOUN
fbem-31297	226	13	in	in	ADP
fbem-31297	226	14	a	a	DET
fbem-31297	226	15	data	data	NOUN
fbem-31297	226	16	-	-	PUNCT
fbem-31297	226	17	centric	centric	ADJ
fbem-31297	226	18	world	world	NOUN
fbem-31297	226	19	.	.	PUNCT
fbem-31297	227	1	6	6	X
fbem-31297	227	2	.	.	X
fbem-31297	227	3	summary	summary	NOUN
fbem-31297	227	4	in	in	ADP
fbem-31297	227	5	today	today	NOUN
fbem-31297	227	6	’s	’s	PART
fbem-31297	227	7	data	data	NOUN
fbem-31297	227	8	-	-	PUNCT
fbem-31297	227	9	driven	drive	VERB
fbem-31297	227	10	world	world	NOUN
fbem-31297	227	11	,	,	PUNCT
fbem-31297	227	12	effective	effective	ADJ
fbem-31297	227	13	data	datum	NOUN
fbem-31297	227	14	management	management	NOUN
fbem-31297	227	15	is	be	AUX
fbem-31297	227	16	paramount	paramount	ADJ
fbem-31297	227	17	for	for	SCONJ
fbem-31297	227	18	mnes	mne	NOUN
fbem-31297	227	19	to	to	PART
fbem-31297	227	20	maintain	maintain	VERB
fbem-31297	227	21	competitiveness	competitiveness	NOUN
fbem-31297	227	22	and	and	CCONJ
fbem-31297	227	23	ensure	ensure	VERB
fbem-31297	227	24	compliance	compliance	NOUN
fbem-31297	227	25	across	across	ADP
fbem-31297	227	26	diverse	diverse	ADJ
fbem-31297	227	27	regulatory	regulatory	ADJ
fbem-31297	227	28	landscapes	landscape	NOUN
fbem-31297	227	29	.	.	PUNCT
fbem-31297	228	1	this	this	DET
fbem-31297	228	2	article	article	NOUN
fbem-31297	228	3	has	have	AUX
fbem-31297	228	4	explored	explore	VERB
fbem-31297	228	5	the	the	DET
fbem-31297	228	6	strategic	strategic	ADJ
fbem-31297	228	7	frameworks	framework	NOUN
fbem-31297	228	8	,	,	PUNCT
fbem-31297	228	9	lifecycle	lifecycle	NOUN
fbem-31297	228	10	approaches	approach	NOUN
fbem-31297	228	11	,	,	PUNCT
fbem-31297	228	12	and	and	CCONJ
fbem-31297	228	13	maturity	maturity	NOUN
fbem-31297	228	14	evaluation	evaluation	NOUN
fbem-31297	228	15	models	model	NOUN
fbem-31297	228	16	that	that	PRON
fbem-31297	228	17	mnes	mne	NOUN
fbem-31297	228	18	can	can	AUX
fbem-31297	228	19	adopt	adopt	VERB
fbem-31297	228	20	to	to	PART
fbem-31297	228	21	enhance	enhance	VERB
fbem-31297	228	22	their	their	PRON
fbem-31297	228	23	data	data	NOUN
fbem-31297	228	24	management	management	NOUN
fbem-31297	228	25	practices	practice	NOUN
fbem-31297	228	26	.	.	PUNCT
fbem-31297	229	1	by	by	ADP
fbem-31297	229	2	addressing	address	VERB
fbem-31297	229	3	challenges	challenge	NOUN
fbem-31297	229	4	such	such	ADJ
fbem-31297	229	5	as	as	ADP
fbem-31297	229	6	data	datum	NOUN
fbem-31297	229	7	silos	silo	NOUN
fbem-31297	229	8	,	,	PUNCT
fbem-31297	229	9	quality	quality	NOUN
fbem-31297	229	10	issues	issue	NOUN
fbem-31297	229	11	,	,	PUNCT
fbem-31297	229	12	and	and	CCONJ
fbem-31297	229	13	compliance	compliance	NOUN
fbem-31297	229	14	risks	risk	NOUN
fbem-31297	229	15	,	,	PUNCT
fbem-31297	229	16	organizations	organization	NOUN
fbem-31297	229	17	can	can	AUX
fbem-31297	229	18	leverage	leverage	VERB
fbem-31297	229	19	data	datum	NOUN
fbem-31297	229	20	as	as	ADP
fbem-31297	229	21	a	a	DET
fbem-31297	229	22	vital	vital	ADJ
fbem-31297	229	23	asset	asset	NOUN
fbem-31297	229	24	that	that	PRON
fbem-31297	229	25	drives	drive	VERB
fbem-31297	229	26	innovation	innovation	NOUN
fbem-31297	229	27	and	and	CCONJ
fbem-31297	229	28	operational	operational	ADJ
fbem-31297	229	29	efficiency	efficiency	NOUN
fbem-31297	229	30	.	.	PUNCT
fbem-31297	230	1	as	as	SCONJ
fbem-31297	230	2	we	we	PRON
fbem-31297	230	3	navigate	navigate	VERB
fbem-31297	230	4	the	the	DET
fbem-31297	230	5	complexities	complexity	NOUN
fbem-31297	230	6	of	of	ADP
fbem-31297	230	7	data	datum	NOUN
fbem-31297	230	8	governance	governance	NOUN
fbem-31297	230	9	,	,	PUNCT
fbem-31297	230	10	it	it	PRON
fbem-31297	230	11	is	be	AUX
fbem-31297	230	12	essential	essential	ADJ
fbem-31297	230	13	for	for	SCONJ
fbem-31297	230	14	both	both	CCONJ
fbem-31297	230	15	industry	industry	NOUN
fbem-31297	230	16	and	and	CCONJ
fbem-31297	230	17	academia	academia	NOUN
fbem-31297	230	18	to	to	PART
fbem-31297	230	19	collaborate	collaborate	VERB
fbem-31297	230	20	in	in	ADP
fbem-31297	230	21	building	build	VERB
fbem-31297	230	22	an	an	DET
fbem-31297	230	23	open	open	ADJ
fbem-31297	230	24	,	,	PUNCT
fbem-31297	230	25	safe	safe	ADJ
fbem-31297	230	26	,	,	PUNCT
fbem-31297	230	27	and	and	CCONJ
fbem-31297	230	28	efficient	efficient	ADJ
fbem-31297	230	29	data	datum	NOUN
fbem-31297	230	30	ecosystem	ecosystem	NOUN
fbem-31297	230	31	.	.	PUNCT
fbem-31297	231	1	such	such	ADJ
fbem-31297	231	2	collaboration	collaboration	NOUN
fbem-31297	231	3	will	will	AUX
fbem-31297	231	4	foster	foster	VERB
fbem-31297	231	5	the	the	DET
fbem-31297	231	6	development	development	NOUN
fbem-31297	231	7	of	of	ADP
fbem-31297	231	8	best	good	ADJ
fbem-31297	231	9	practices	practice	NOUN
fbem-31297	231	10	,	,	PUNCT
fbem-31297	231	11	innovative	innovative	ADJ
fbem-31297	231	12	solutions	solution	NOUN
fbem-31297	231	13	,	,	PUNCT
fbem-31297	231	14	and	and	CCONJ
fbem-31297	231	15	standardized	standardized	ADJ
fbem-31297	231	16	frameworks	framework	NOUN
fbem-31297	231	17	that	that	PRON
fbem-31297	231	18	can	can	AUX
fbem-31297	231	19	benefit	benefit	VERB
fbem-31297	231	20	all	all	DET
fbem-31297	231	21	stakeholders	stakeholder	NOUN
fbem-31297	231	22	.	.	PUNCT
fbem-31297	232	1	by	by	ADP
fbem-31297	232	2	working	work	VERB
fbem-31297	232	3	together	together	ADV
fbem-31297	232	4	,	,	PUNCT
fbem-31297	232	5	we	we	PRON
fbem-31297	232	6	can	can	AUX
fbem-31297	232	7	ensure	ensure	VERB
fbem-31297	232	8	that	that	SCONJ
fbem-31297	232	9	data	datum	NOUN
fbem-31297	232	10	management	management	NOUN
fbem-31297	232	11	not	not	PART
fbem-31297	232	12	only	only	ADV
fbem-31297	232	13	supports	support	VERB
fbem-31297	232	14	organizational	organizational	ADJ
fbem-31297	232	15	goals	goal	NOUN
fbem-31297	232	16	but	but	CCONJ
fbem-31297	232	17	also	also	ADV
fbem-31297	232	18	contributes	contribute	VERB
fbem-31297	232	19	to	to	ADP
fbem-31297	232	20	a	a	DET
fbem-31297	232	21	sustainable	sustainable	ADJ
fbem-31297	232	22	and	and	CCONJ
fbem-31297	232	23	responsible	responsible	ADJ
fbem-31297	232	24	data	datum	NOUN
fbem-31297	232	25	landscape	landscape	NOUN
fbem-31297	232	26	that	that	PRON
fbem-31297	232	27	benefits	benefit	VERB
fbem-31297	232	28	society	society	NOUN
fbem-31297	232	29	as	as	ADP
fbem-31297	232	30	a	a	DET
fbem-31297	232	31	whole	whole	NOUN
fbem-31297	232	32	.	.	PUNCT
fbem-31297	233	1	references	reference	NOUN
fbem-31297	233	2	[	[	X
fbem-31297	233	3	1	1	NUM
fbem-31297	233	4	]	]	X
fbem-31297	233	5	general	general	ADJ
fbem-31297	233	6	administration	administration	NOUN
fbem-31297	233	7	of	of	ADP
fbem-31297	233	8	quality	quality	PROPN
fbem-31297	233	9	supervision	supervision	NOUN
fbem-31297	233	10	,	,	PUNCT
fbem-31297	233	11	inspection	inspection	NOUN
fbem-31297	233	12	and	and	CCONJ
fbem-31297	233	13	quarantine	quarantine	NOUN
fbem-31297	233	14	of	of	ADP
fbem-31297	233	15	the	the	DET
fbem-31297	233	16	people	people	NOUN
fbem-31297	233	17	's	's	PART
fbem-31297	233	18	republic	republic	NOUN
fbem-31297	233	19	of	of	ADP
fbem-31297	233	20	china	china	PROPN
fbem-31297	233	21	&	&	CCONJ
fbem-31297	233	22	national	national	PROPN
fbem-31297	233	23	standardization	standardization	PROPN
fbem-31297	233	24	management	management	PROPN
fbem-31297	233	25	committee	committee	PROPN
fbem-31297	233	26	of	of	ADP
fbem-31297	233	27	china	china	PROPN
fbem-31297	233	28	.	.	PUNCT
fbem-31297	234	1	(	(	PUNCT
fbem-31297	234	2	2022	2022	NUM
fbem-31297	234	3	-	-	SYM
fbem-31297	234	4	11	11	NUM
fbem-31297	234	5	99	99	NUM
fbem-31297	234	6	20	20	NUM
fbem-31297	234	7	)	)	PUNCT
fbem-31297	234	8	.	.	PUNCT
fbem-31297	235	1	gb	gb	ADP
fbem-31297	235	2	/	/	SYM
fbem-31297	235	3	t	t	NOUN
fbem-31297	235	4	36073	36073	NUM
fbem-31297	235	5	-	-	SYM
fbem-31297	235	6	2018	2018	NUM
fbem-31297	235	7	english	english	ADJ
fbem-31297	235	8	version	version	NOUN
fbem-31297	235	9	:	:	PUNCT
fbem-31297	235	10	data	datum	NOUN
fbem-31297	235	11	management	management	NOUN
fbem-31297	235	12	capability	capability	NOUN
fbem-31297	235	13	maturity	maturity	NOUN
fbem-31297	235	14	assessment	assessment	NOUN
fbem-31297	235	15	model	model	NOUN
fbem-31297	235	16	.	.	PUNCT
fbem-31297	236	1	[	[	X
fbem-31297	236	2	2	2	NUM
fbem-31297	236	3	]	]	X
fbem-31297	236	4	global	global	ADJ
fbem-31297	236	5	data	data	PROPN
fbem-31297	236	6	asset	asset	PROPN
fbem-31297	236	7	council	council	PROPN
fbem-31297	236	8	&	&	CCONJ
fbem-31297	236	9	organizing	organizing	PROPN
fbem-31297	236	10	committee	committee	NOUN
fbem-31297	236	11	of	of	ADP
fbem-31297	236	12	the	the	DET
fbem-31297	236	13	global	global	ADJ
fbem-31297	236	14	data	data	PROPN
fbem-31297	236	15	asset	asset	NOUN
fbem-31297	236	16	conference	conference	NOUN
fbem-31297	236	17	.	.	PUNCT
fbem-31297	237	1	(	(	PUNCT
fbem-31297	237	2	2024	2024	NUM
fbem-31297	237	3	-	-	SYM
fbem-31297	237	4	07	07	NUM
fbem-31297	237	5	)	)	PUNCT
fbem-31297	237	6	.	.	PUNCT
fbem-31297	238	1	annual	annual	ADJ
fbem-31297	238	2	operational	operational	ADJ
fbem-31297	238	3	report	report	NOUN
fbem-31297	238	4	on	on	ADP
fbem-31297	238	5	data	data	NOUN
fbem-31297	238	6	assets	asset	NOUN
fbem-31297	238	7	(	(	PUNCT
fbem-31297	238	8	2023	2023	NUM
fbem-31297	238	9	)	)	PUNCT
fbem-31297	238	10	.	.	PUNCT
fbem-31297	239	1	[	[	X
fbem-31297	239	2	3	3	X
fbem-31297	239	3	]	]	X
fbem-31297	239	4	tencent	tencent	NOUN
fbem-31297	239	5	technology	technology	NOUN
fbem-31297	239	6	(	(	PUNCT
fbem-31297	239	7	shenzhen	shenzhen	PROPN
fbem-31297	239	8	)	)	PUNCT
fbem-31297	239	9	co.	co.	PROPN
fbem-31297	239	10	,	,	PUNCT
fbem-31297	239	11	ltd	ltd	PROPN
fbem-31297	239	12	.	.	PROPN
fbem-31297	239	13	&	&	CCONJ
fbem-31297	239	14	cloud	cloud	PROPN
fbem-31297	239	15	computing	computing	PROPN
fbem-31297	239	16	and	and	CCONJ
fbem-31297	239	17	big	big	ADJ
fbem-31297	239	18	data	data	PROPN
fbem-31297	239	19	research	research	PROPN
fbem-31297	239	20	institute	institute	PROPN
fbem-31297	239	21	of	of	ADP
fbem-31297	239	22	the	the	DET
fbem-31297	239	23	china	china	PROPN
fbem-31297	239	24	academy	academy	PROPN
fbem-31297	239	25	of	of	ADP
fbem-31297	239	26	information	information	NOUN
fbem-31297	239	27	and	and	CCONJ
fbem-31297	239	28	communications	communication	NOUN
fbem-31297	239	29	technology	technology	NOUN
fbem-31297	239	30	.	.	PUNCT
fbem-31297	240	1	(	(	PUNCT
fbem-31297	240	2	2023	2023	NUM
fbem-31297	240	3	-	-	SYM
fbem-31297	240	4	06	06	NUM
fbem-31297	240	5	)	)	PUNCT
fbem-31297	240	6	.	.	PUNCT
fbem-31297	241	1	data	datum	NOUN
fbem-31297	241	2	security	security	NOUN
fbem-31297	241	3	governance	governance	NOUN
fbem-31297	241	4	and	and	CCONJ
fbem-31297	241	5	practice	practice	VERB
fbem-31297	241	6	white	white	ADJ
fbem-31297	241	7	paper	paper	NOUN
fbem-31297	241	8	.	.	PUNCT
fbem-31297	242	1	[	[	X
fbem-31297	242	2	4	4	NUM
fbem-31297	242	3	]	]	X
fbem-31297	242	4	brandy	brandy	NOUN
fbem-31297	242	5	,	,	PUNCT
fbem-31297	242	6	s.	s.	PROPN
fbem-31297	242	7	(	(	PUNCT
fbem-31297	242	8	2023	2023	NUM
fbem-31297	242	9	-	-	SYM
fbem-31297	242	10	09	09	NUM
fbem-31297	242	11	-	-	PUNCT
fbem-31297	242	12	10	10	NUM
fbem-31297	242	13	)	)	PUNCT
fbem-31297	242	14	.	.	PUNCT
fbem-31297	243	1	overcoming	overcome	VERB
fbem-31297	243	2	challenges	challenge	NOUN
fbem-31297	243	3	and	and	CCONJ
fbem-31297	243	4	unlocking	unlock	VERB
fbem-31297	243	5	the	the	DET
fbem-31297	243	6	potential	potential	NOUN
fbem-31297	243	7	:	:	PUNCT
fbem-31297	243	8	empowering	empower	VERB
fbem-31297	243	9	small	small	ADJ
fbem-31297	243	10	and	and	CCONJ
fbem-31297	243	11	medium	medium	ADJ
fbem-31297	243	12	enterprises	enterprise	NOUN
fbem-31297	243	13	(	(	PUNCT
fbem-31297	243	14	smes	sme	NOUN
fbem-31297	243	15	)	)	PUNCT
fbem-31297	243	16	with	with	ADP
fbem-31297	243	17	data	datum	NOUN
fbem-31297	243	18	analytics	analytic	NOUN
fbem-31297	243	19	solutions	solution	NOUN
fbem-31297	243	20	.	.	PUNCT
fbem-31297	244	1	international	international	ADJ
fbem-31297	244	2	journal	journal	PROPN
fbem-31297	244	3	of	of	ADP
fbem-31297	244	4	information	information	NOUN
fbem-31297	244	5	technology	technology	NOUN
fbem-31297	244	6	and	and	CCONJ
fbem-31297	244	7	computer	computer	NOUN
fbem-31297	244	8	science	science	NOUN
fbem-31297	244	9	applications	application	NOUN
fbem-31297	244	10	.	.	PUNCT
fbem-31297	245	1	[	[	X
fbem-31297	245	2	5	5	NUM
fbem-31297	245	3	]	]	PUNCT
fbem-31297	245	4	mcafee	mcafee	NOUN
fbem-31297	245	5	,	,	PUNCT
fbem-31297	245	6	a.	a.	NOUN
fbem-31297	245	7	p.	p.	NOUN
fbem-31297	245	8	,	,	PUNCT
fbem-31297	245	9	&	&	CCONJ
fbem-31297	245	10	brynjolfsson	brynjolfsson	PROPN
fbem-31297	245	11	,	,	PUNCT
fbem-31297	245	12	e.	e.	PROPN
fbem-31297	245	13	(	(	PUNCT
fbem-31297	245	14	2012	2012	NUM
fbem-31297	245	15	-	-	SYM
fbem-31297	245	16	10	10	NUM
fbem-31297	245	17	-	-	NUM
fbem-31297	245	18	01	01	NUM
fbem-31297	245	19	)	)	PUNCT
fbem-31297	245	20	.	.	PUNCT
fbem-31297	246	1	big	big	ADJ
fbem-31297	246	2	data	datum	NOUN
fbem-31297	246	3	:	:	PUNCT
fbem-31297	246	4	the	the	DET
fbem-31297	246	5	management	management	NOUN
fbem-31297	246	6	revolution	revolution	NOUN
fbem-31297	246	7	.	.	PUNCT
fbem-31297	247	1	harvard	harvard	PROPN
fbem-31297	247	2	business	business	PROPN
fbem-31297	247	3	review	review	PROPN
fbem-31297	247	4	.	.	PUNCT
fbem-31297	248	1	[	[	X
fbem-31297	248	2	6	6	NUM
fbem-31297	248	3	]	]	X
fbem-31297	248	4	wang	wang	PROPN
fbem-31297	248	5	,	,	PUNCT
fbem-31297	248	6	j.	j.	PROPN
fbem-31297	248	7	(	(	PUNCT
fbem-31297	248	8	n.d	n.d	PROPN
fbem-31297	248	9	.	.	PROPN
fbem-31297	248	10	)	)	PUNCT
fbem-31297	248	11	.	.	PUNCT
fbem-31297	249	1	the	the	DET
fbem-31297	249	2	role	role	NOUN
fbem-31297	249	3	and	and	CCONJ
fbem-31297	249	4	strategy	strategy	NOUN
fbem-31297	249	5	of	of	ADP
fbem-31297	249	6	multinational	multinational	ADJ
fbem-31297	249	7	enterprises	enterprise	NOUN
fbem-31297	249	8	in	in	ADP
fbem-31297	249	9	global	global	ADJ
fbem-31297	249	10	data	datum	NOUN
fbem-31297	249	11	governance	governance	NOUN
fbem-31297	249	12	:	:	PUNCT
fbem-31297	249	13	challenges	challenge	NOUN
fbem-31297	249	14	and	and	CCONJ
fbem-31297	249	15	opportunities	opportunity	NOUN
fbem-31297	249	16	.	.	PUNCT
fbem-31297	250	1	[	[	X
fbem-31297	250	2	7	7	NUM
fbem-31297	250	3	]	]	X
fbem-31297	250	4	d’andrea	d’andrea	PROPN
fbem-31297	250	5	,	,	PUNCT
fbem-31297	250	6	c.	c.	PROPN
fbem-31297	250	7	d.	d.	PROPN
fbem-31297	250	8	,	,	PUNCT
fbem-31297	250	9	&	&	CCONJ
fbem-31297	250	10	xie	xie	PROPN
fbem-31297	250	11	,	,	PUNCT
fbem-31297	250	12	a.	a.	PROPN
fbem-31297	250	13	(	(	PUNCT
fbem-31297	250	14	2024	2024	NUM
fbem-31297	250	15	-	-	SYM
fbem-31297	250	16	02	02	NUM
fbem-31297	250	17	-	-	PUNCT
fbem-31297	250	18	07	07	NUM
fbem-31297	250	19	)	)	PUNCT
fbem-31297	250	20	.	.	PUNCT
fbem-31297	251	1	cross	cross	ADJ
fbem-31297	251	2	-	-	ADJ
fbem-31297	251	3	border	border	ADJ
fbem-31297	251	4	transfer	transfer	NOUN
fbem-31297	251	5	of	of	ADP
fbem-31297	251	6	personal	personal	ADJ
fbem-31297	251	7	data	datum	NOUN
fbem-31297	251	8	:	:	PUNCT
fbem-31297	251	9	navigating	navigate	VERB
fbem-31297	251	10	compliance	compliance	NOUN
fbem-31297	251	11	issues	issue	NOUN
fbem-31297	251	12	.	.	PUNCT
fbem-31297	252	1	[	[	X
fbem-31297	252	2	8	8	NUM
fbem-31297	252	3	]	]	SYM
fbem-31297	252	4	niemi	niemi	PROPN
fbem-31297	252	5	,	,	PUNCT
fbem-31297	252	6	e.	e.	PROPN
fbem-31297	252	7	(	(	PUNCT
fbem-31297	252	8	n.d	n.d	PROPN
fbem-31297	252	9	.	.	PROPN
fbem-31297	252	10	)	)	PUNCT
fbem-31297	252	11	.	.	PUNCT
fbem-31297	253	1	working	work	VERB
fbem-31297	253	2	paper	paper	NOUN
fbem-31297	253	3	:	:	PUNCT
fbem-31297	253	4	designing	design	VERB
fbem-31297	253	5	a	a	DET
fbem-31297	253	6	data	data	NOUN
fbem-31297	253	7	governance	governance	NOUN
fbem-31297	253	8	framework	framework	NOUN
fbem-31297	253	9	.	.	PUNCT
fbem-31297	254	1	[	[	X
fbem-31297	254	2	9	9	NUM
fbem-31297	254	3	]	]	X
fbem-31297	254	4	china	china	PROPN
fbem-31297	254	5	academy	academy	PROPN
fbem-31297	254	6	of	of	ADP
fbem-31297	254	7	information	information	NOUN
fbem-31297	254	8	and	and	CCONJ
fbem-31297	254	9	communications	communication	NOUN
fbem-31297	254	10	technology	technology	NOUN
fbem-31297	254	11	.	.	PUNCT
fbem-31297	255	1	(	(	PUNCT
fbem-31297	255	2	2020	2020	NUM
fbem-31297	255	3	-	-	SYM
fbem-31297	255	4	12	12	NUM
fbem-31297	255	5	)	)	PUNCT
fbem-31297	255	6	.	.	PUNCT
fbem-31297	256	1	big	big	ADJ
fbem-31297	256	2	data	data	PROPN
fbem-31297	256	3	white	white	PROPN
fbem-31297	256	4	paper	paper	PROPN
fbem-31297	256	5	(	(	PUNCT
fbem-31297	256	6	2020	2020	NUM
fbem-31297	256	7	)	)	PUNCT
fbem-31297	256	8	.	.	PUNCT
fbem-31297	257	1	[	[	X
fbem-31297	257	2	10	10	NUM
fbem-31297	257	3	]	]	PUNCT
fbem-31297	257	4	interconnectivity	interconnectivity	NOUN
fbem-31297	257	5	community	community	NOUN
fbem-31297	257	6	.	.	PUNCT
fbem-31297	258	1	(	(	PUNCT
fbem-31297	258	2	2021	2021	NUM
fbem-31297	258	3	-	-	SYM
fbem-31297	258	4	11	11	NUM
fbem-31297	258	5	-	-	NUM
fbem-31297	258	6	06	06	NUM
fbem-31297	258	7	)	)	PUNCT
fbem-31297	258	8	.	.	PUNCT
fbem-31297	259	1	data	datum	NOUN
fbem-31297	259	2	governance	governance	NOUN
fbem-31297	259	3	tool	tool	NOUN
fbem-31297	259	4	map	map	VERB
fbem-31297	259	5	overview	overview	NOUN
fbem-31297	259	6	.	.	PUNCT
fbem-31297	260	1	[	[	X
fbem-31297	260	2	11	11	NUM
fbem-31297	260	3	]	]	PUNCT
fbem-31297	260	4	hashem	hashem	PROPN
fbem-31297	260	5	,	,	PUNCT
fbem-31297	260	6	i.	i.	PROPN
fbem-31297	260	7	a.	a.	PROPN
fbem-31297	260	8	t.	t.	PROPN
fbem-31297	260	9	,	,	PUNCT
fbem-31297	260	10	yaqoob	yaqoob	NOUN
fbem-31297	260	11	,	,	PUNCT
fbem-31297	260	12	i.	i.	PROPN
fbem-31297	260	13	,	,	PUNCT
fbem-31297	260	14	et	et	PROPN
fbem-31297	260	15	al	al	PROPN
fbem-31297	260	16	.	.	PUNCT
fbem-31297	260	17	(	(	PUNCT
fbem-31297	260	18	n.d	n.d	PROPN
fbem-31297	260	19	.	.	PROPN
fbem-31297	260	20	)	)	PUNCT
fbem-31297	260	21	.	.	PUNCT
fbem-31297	261	1	the	the	DET
fbem-31297	261	2	rise	rise	NOUN
fbem-31297	261	3	of	of	ADP
fbem-31297	261	4	"	"	PUNCT
fbem-31297	261	5	big	big	ADJ
fbem-31297	261	6	data	datum	NOUN
fbem-31297	261	7	"	"	PUNCT
fbem-31297	261	8	on	on	ADP
fbem-31297	261	9	cloud	cloud	ADJ
fbem-31297	261	10	computing	computing	NOUN
fbem-31297	261	11	:	:	PUNCT
fbem-31297	261	12	review	review	NOUN
fbem-31297	261	13	and	and	CCONJ
fbem-31297	261	14	open	open	ADJ
fbem-31297	261	15	research	research	NOUN
fbem-31297	261	16	issues	issue	NOUN
fbem-31297	261	17	.	.	PUNCT
fbem-31297	262	1	information	information	NOUN
fbem-31297	262	2	systems	system	NOUN
fbem-31297	262	3	.	.	PUNCT
fbem-31297	263	1	[	[	X
fbem-31297	263	2	12	12	NUM
fbem-31297	263	3	]	]	X
fbem-31297	263	4	siemens	siemens	PROPN
fbem-31297	263	5	plm	plm	PROPN
fbem-31297	263	6	software	software	PROPN
fbem-31297	263	7	.	.	PUNCT
fbem-31297	264	1	enabling	enable	VERB
fbem-31297	264	2	innovation	innovation	NOUN
fbem-31297	264	3	through	through	ADP
fbem-31297	264	4	enterprise	enterprise	NOUN
fbem-31297	264	5	data	datum	NOUN
fbem-31297	264	6	management	management	NOUN
fbem-31297	264	7	.	.	PUNCT
fbem-31297	265	1	[	[	X
fbem-31297	265	2	13	13	NUM
fbem-31297	265	3	]	]	SYM
fbem-31297	265	4	sinaeepourfard	sinaeepourfard	NOUN
fbem-31297	265	5	,	,	PUNCT
fbem-31297	265	6	a.	a.	NOUN
fbem-31297	265	7	,	,	PUNCT
fbem-31297	265	8	garcía	garcía	ADJ
fbem-31297	265	9	,	,	PUNCT
fbem-31297	265	10	j.	j.	PROPN
fbem-31297	265	11	,	,	PUNCT
fbem-31297	265	12	et	et	PROPN
fbem-31297	265	13	al	al	PROPN
fbem-31297	265	14	.	.	PUNCT
fbem-31297	266	1	(	(	PUNCT
fbem-31297	266	2	2016	2016	NUM
fbem-31297	266	3	-	-	SYM
fbem-31297	266	4	10	10	NUM
fbem-31297	266	5	-	-	NUM
fbem-31297	266	6	01	01	NUM
fbem-31297	266	7	)	)	PUNCT
fbem-31297	266	8	.	.	PUNCT
fbem-31297	267	1	a	a	DET
fbem-31297	267	2	comprehensive	comprehensive	ADJ
fbem-31297	267	3	scenario	scenario	NOUN
fbem-31297	267	4	-	-	PUNCT
fbem-31297	267	5	agnostic	agnostic	ADJ
fbem-31297	267	6	data	datum	NOUN
fbem-31297	267	7	lifecycle	lifecycle	NOUN
fbem-31297	267	8	model	model	NOUN
fbem-31297	267	9	for	for	ADP
fbem-31297	267	10	efficient	efficient	ADJ
fbem-31297	267	11	data	datum	NOUN
fbem-31297	267	12	complexity	complexity	NOUN
fbem-31297	267	13	management	management	NOUN
fbem-31297	267	14	.	.	PUNCT
fbem-31297	268	1	2016	2016	NUM
fbem-31297	268	2	ieee	ieee	PROPN
fbem-31297	268	3	12th	12th	PROPN
fbem-31297	268	4	international	international	ADJ
fbem-31297	268	5	conference	conference	NOUN
fbem-31297	268	6	on	on	ADP
fbem-31297	268	7	e	e	NOUN
fbem-31297	268	8	-	-	NOUN
fbem-31297	268	9	science	science	NOUN
fbem-31297	268	10	(	(	PUNCT
fbem-31297	268	11	e	e	NOUN
fbem-31297	268	12	-	-	NOUN
fbem-31297	268	13	science	science	NOUN
fbem-31297	268	14	)	)	PUNCT
fbem-31297	268	15	.	.	PUNCT
fbem-31297	269	1	[	[	X
fbem-31297	269	2	14	14	NUM
fbem-31297	269	3	]	]	X
fbem-31297	269	4	yan	yan	PROPN
fbem-31297	269	5	,	,	PUNCT
fbem-31297	269	6	j.	j.	PROPN
fbem-31297	269	7	(	(	PUNCT
fbem-31297	269	8	2024	2024	NUM
fbem-31297	269	9	)	)	PUNCT
fbem-31297	269	10	.	.	PUNCT
fbem-31297	270	1	improvement	improvement	NOUN
fbem-31297	270	2	path	path	NOUN
fbem-31297	270	3	for	for	ADP
fbem-31297	270	4	cross	cross	ADJ
fbem-31297	270	5	-	-	ADJ
fbem-31297	270	6	border	border	ADJ
fbem-31297	270	7	governance	governance	NOUN
fbem-31297	270	8	rules	rule	NOUN
fbem-31297	270	9	of	of	ADP
fbem-31297	270	10	personal	personal	ADJ
fbem-31297	270	11	data	datum	NOUN
fbem-31297	270	12	from	from	ADP
fbem-31297	270	13	an	an	DET
fbem-31297	270	14	international	international	ADJ
fbem-31297	270	15	perspective	perspective	NOUN
fbem-31297	270	16	.	.	PUNCT
fbem-31297	271	1	international	international	ADJ
fbem-31297	271	2	journal	journal	PROPN
fbem-31297	271	3	of	of	ADP
fbem-31297	271	4	frontiers	frontier	NOUN
fbem-31297	271	5	in	in	ADP
fbem-31297	271	6	sociology	sociology	NOUN
fbem-31297	271	7	.	.	PUNCT