id	sid	tid	token	lemma	pos
fbem-8694	1	1	frontiers	frontier	NOUN
fbem-8694	1	2	in	in	ADP
fbem-8694	1	3	business	business	NOUN
fbem-8694	1	4	,	,	PUNCT
fbem-8694	1	5	economics	economic	NOUN
fbem-8694	1	6	and	and	CCONJ
fbem-8694	1	7	management	management	NOUN
fbem-8694	1	8	issn	issn	PROPN
fbem-8694	1	9	:	:	PUNCT
fbem-8694	1	10	2766	2766	NUM
fbem-8694	1	11	-	-	PUNCT
fbem-8694	1	12	824x	824x	NUM
fbem-8694	1	13	|	|	ADJ
fbem-8694	1	14	vol	vol	NOUN
fbem-8694	1	15	.	.	PROPN
fbem-8694	2	1	9	9	NUM
fbem-8694	2	2	,	,	PUNCT
fbem-8694	2	3	no	no	INTJ
fbem-8694	2	4	.	.	NOUN
fbem-8694	2	5	1	1	NUM
fbem-8694	2	6	,	,	PUNCT
fbem-8694	2	7	2023	2023	NUM
fbem-8694	2	8	282	282	NUM
fbem-8694	2	9	enhancing	enhance	VERB
fbem-8694	2	10	operational	operational	ADJ
fbem-8694	2	11	efficiency	efficiency	NOUN
fbem-8694	2	12	:	:	PUNCT
fbem-8694	2	13	integrating	integrate	VERB
fbem-8694	2	14	machine	machine	NOUN
fbem-8694	2	15	learning	learn	VERB
fbem-8694	2	16	predictive	predictive	ADJ
fbem-8694	2	17	capabilities	capability	NOUN
fbem-8694	2	18	in	in	ADP
fbem-8694	2	19	business	business	NOUN
fbem-8694	2	20	intellgence	intellgence	NOUN
fbem-8694	2	21	for	for	ADP
fbem-8694	2	22	informed	informed	ADJ
fbem-8694	2	23	decision‐making	decision‐make	VERB
fbem-8694	2	24	feng	feng	PROPN
fbem-8694	2	25	wang1	wang1	PROPN
fbem-8694	2	26	,	,	PUNCT
fbem-8694	2	27	joey	joey	PROPN
fbem-8694	2	28	aviles1	aviles1	PROPN
fbem-8694	2	29	,	,	PUNCT
fbem-8694	2	30	*	*	SYM
fbem-8694	2	31	1	1	NUM
fbem-8694	2	32	graduate	graduate	NOUN
fbem-8694	2	33	school	school	NOUN
fbem-8694	2	34	,	,	PUNCT
fbem-8694	2	35	angeles	angeles	PROPN
fbem-8694	2	36	university	university	PROPN
fbem-8694	2	37	foundation	foundation	NOUN
fbem-8694	2	38	,	,	PUNCT
fbem-8694	2	39	2009	2009	NUM
fbem-8694	2	40	angeles	angeles	PROPN
fbem-8694	2	41	city	city	PROPN
fbem-8694	2	42	,	,	PUNCT
fbem-8694	2	43	philippines	philippine	NOUN
fbem-8694	2	44	*	*	PUNCT
fbem-8694	2	45	corresponding	correspond	VERB
fbem-8694	2	46	author	author	NOUN
fbem-8694	2	47	:	:	PUNCT
fbem-8694	2	48	joey	joey	PROPN
fbem-8694	2	49	avlies	avlies	PROPN
fbem-8694	2	50	(	(	PUNCT
fbem-8694	2	51	email	email	NOUN
fbem-8694	2	52	:	:	PUNCT
fbem-8694	2	53	aviles.joey@auf.edu.ph	aviles.joey@auf.edu.ph	PROPN
fbem-8694	2	54	)	)	PUNCT
fbem-8694	2	55	abstract	abstract	NOUN
fbem-8694	2	56	:	:	PUNCT
fbem-8694	2	57	with	with	ADP
fbem-8694	2	58	the	the	DET
fbem-8694	2	59	rapid	rapid	ADJ
fbem-8694	2	60	advancement	advancement	NOUN
fbem-8694	2	61	of	of	ADP
fbem-8694	2	62	information	information	NOUN
fbem-8694	2	63	technology	technology	NOUN
fbem-8694	2	64	,	,	PUNCT
fbem-8694	2	65	business	business	NOUN
fbem-8694	2	66	intelligence	intelligence	NOUN
fbem-8694	2	67	and	and	CCONJ
fbem-8694	2	68	data	datum	NOUN
fbem-8694	2	69	analysis	analysis	NOUN
fbem-8694	2	70	have	have	AUX
fbem-8694	2	71	become	become	VERB
fbem-8694	2	72	integral	integral	ADJ
fbem-8694	2	73	to	to	ADP
fbem-8694	2	74	the	the	DET
fbem-8694	2	75	success	success	NOUN
fbem-8694	2	76	of	of	ADP
fbem-8694	2	77	modern	modern	ADJ
fbem-8694	2	78	enterprises	enterprise	NOUN
fbem-8694	2	79	.	.	PUNCT
fbem-8694	3	1	through	through	ADP
fbem-8694	3	2	the	the	DET
fbem-8694	3	3	utilization	utilization	NOUN
fbem-8694	3	4	of	of	ADP
fbem-8694	3	5	various	various	ADJ
fbem-8694	3	6	computing	computing	NOUN
fbem-8694	3	7	technologies	technology	NOUN
fbem-8694	3	8	,	,	PUNCT
fbem-8694	3	9	organizations	organization	NOUN
fbem-8694	3	10	can	can	AUX
fbem-8694	3	11	gain	gain	VERB
fbem-8694	3	12	a	a	DET
fbem-8694	3	13	better	well	ADJ
fbem-8694	3	14	understanding	understanding	NOUN
fbem-8694	3	15	of	of	ADP
fbem-8694	3	16	their	their	PRON
fbem-8694	3	17	vast	vast	ADJ
fbem-8694	3	18	amounts	amount	NOUN
fbem-8694	3	19	of	of	ADP
fbem-8694	3	20	data	datum	NOUN
fbem-8694	3	21	and	and	CCONJ
fbem-8694	3	22	optimize	optimize	VERB
fbem-8694	3	23	their	their	PRON
fbem-8694	3	24	business	business	NOUN
fbem-8694	3	25	decisions	decision	NOUN
fbem-8694	3	26	.	.	PUNCT
fbem-8694	4	1	machine	machine	NOUN
fbem-8694	4	2	learning	learn	VERB
fbem-8694	4	3	technology	technology	NOUN
fbem-8694	4	4	,	,	PUNCT
fbem-8694	4	5	in	in	ADP
fbem-8694	4	6	particular	particular	ADJ
fbem-8694	4	7	,	,	PUNCT
fbem-8694	4	8	has	have	AUX
fbem-8694	4	9	presented	present	VERB
fbem-8694	4	10	significant	significant	ADJ
fbem-8694	4	11	potential	potential	NOUN
fbem-8694	4	12	for	for	ADP
fbem-8694	4	13	enterprises	enterprise	NOUN
fbem-8694	4	14	.	.	PUNCT
fbem-8694	5	1	by	by	ADP
fbem-8694	5	2	analyzing	analyze	VERB
fbem-8694	5	3	historical	historical	ADJ
fbem-8694	5	4	sales	sale	NOUN
fbem-8694	5	5	data	datum	NOUN
fbem-8694	5	6	and	and	CCONJ
fbem-8694	5	7	relevant	relevant	ADJ
fbem-8694	5	8	factors	factor	NOUN
fbem-8694	5	9	,	,	PUNCT
fbem-8694	5	10	machine	machine	NOUN
fbem-8694	5	11	learning	learning	NOUN
fbem-8694	5	12	can	can	AUX
fbem-8694	5	13	predict	predict	VERB
fbem-8694	5	14	the	the	DET
fbem-8694	5	15	sales	sale	NOUN
fbem-8694	5	16	volume	volume	NOUN
fbem-8694	5	17	of	of	ADP
fbem-8694	5	18	goods	good	NOUN
fbem-8694	5	19	.	.	PUNCT
fbem-8694	6	1	commonly	commonly	ADV
fbem-8694	6	2	used	use	VERB
fbem-8694	6	3	algorithms	algorithm	NOUN
fbem-8694	6	4	in	in	ADP
fbem-8694	6	5	machine	machine	NOUN
fbem-8694	6	6	learning	learn	VERB
fbem-8694	6	7	for	for	ADP
fbem-8694	6	8	this	this	DET
fbem-8694	6	9	purpose	purpose	NOUN
fbem-8694	6	10	include	include	AUX
fbem-8694	6	11	regression	regression	NOUN
fbem-8694	6	12	algorithms	algorithm	NOUN
fbem-8694	6	13	and	and	CCONJ
fbem-8694	6	14	neural	neural	ADJ
fbem-8694	6	15	network	network	NOUN
fbem-8694	6	16	algorithms	algorithm	NOUN
fbem-8694	6	17	.	.	PUNCT
fbem-8694	7	1	by	by	ADP
fbem-8694	7	2	establishing	establish	VERB
fbem-8694	7	3	mathematical	mathematical	ADJ
fbem-8694	7	4	models	model	NOUN
fbem-8694	7	5	,	,	PUNCT
fbem-8694	7	6	future	future	ADJ
fbem-8694	7	7	sales	sale	NOUN
fbem-8694	7	8	trends	trend	NOUN
fbem-8694	7	9	can	can	AUX
fbem-8694	7	10	be	be	AUX
fbem-8694	7	11	accurately	accurately	ADV
fbem-8694	7	12	forecasted	forecast	VERB
fbem-8694	7	13	.	.	PUNCT
fbem-8694	8	1	these	these	DET
fbem-8694	8	2	algorithms	algorithm	NOUN
fbem-8694	8	3	have	have	VERB
fbem-8694	8	4	the	the	DET
fbem-8694	8	5	capability	capability	NOUN
fbem-8694	8	6	to	to	PART
fbem-8694	8	7	automatically	automatically	ADV
fbem-8694	8	8	identify	identify	VERB
fbem-8694	8	9	hidden	hide	VERB
fbem-8694	8	10	patterns	pattern	NOUN
fbem-8694	8	11	and	and	CCONJ
fbem-8694	8	12	trends	trend	NOUN
fbem-8694	8	13	within	within	ADP
fbem-8694	8	14	the	the	DET
fbem-8694	8	15	data	datum	NOUN
fbem-8694	8	16	,	,	PUNCT
fbem-8694	8	17	enabling	enable	VERB
fbem-8694	8	18	enterprises	enterprise	NOUN
fbem-8694	8	19	to	to	PART
fbem-8694	8	20	predict	predict	VERB
fbem-8694	8	21	demand	demand	NOUN
fbem-8694	8	22	and	and	CCONJ
fbem-8694	8	23	adjust	adjust	VERB
fbem-8694	8	24	their	their	PRON
fbem-8694	8	25	production	production	NOUN
fbem-8694	8	26	and	and	CCONJ
fbem-8694	8	27	supply	supply	NOUN
fbem-8694	8	28	chain	chain	NOUN
fbem-8694	8	29	strategies	strategy	NOUN
fbem-8694	8	30	accordingly	accordingly	ADV
fbem-8694	8	31	,	,	PUNCT
fbem-8694	8	32	thus	thus	ADV
fbem-8694	8	33	better	well	ADV
fbem-8694	8	34	meeting	meet	VERB
fbem-8694	8	35	market	market	NOUN
fbem-8694	8	36	demand	demand	NOUN
fbem-8694	8	37	.	.	PUNCT
fbem-8694	9	1	by	by	ADP
fbem-8694	9	2	integrating	integrate	VERB
fbem-8694	9	3	regression	regression	NOUN
fbem-8694	9	4	algorithms	algorithm	NOUN
fbem-8694	9	5	and	and	CCONJ
fbem-8694	9	6	neural	neural	ADJ
fbem-8694	9	7	network	network	NOUN
fbem-8694	9	8	algorithms	algorithm	NOUN
fbem-8694	9	9	with	with	ADP
fbem-8694	9	10	enterprise	enterprise	NOUN
fbem-8694	9	11	data	datum	NOUN
fbem-8694	9	12	,	,	PUNCT
fbem-8694	9	13	managers	manager	NOUN
fbem-8694	9	14	can	can	AUX
fbem-8694	9	15	obtain	obtain	VERB
fbem-8694	9	16	real	real	ADJ
fbem-8694	9	17	-	-	PUNCT
fbem-8694	9	18	time	time	NOUN
fbem-8694	9	19	and	and	CCONJ
fbem-8694	9	20	precise	precise	ADJ
fbem-8694	9	21	sales	sale	NOUN
fbem-8694	9	22	forecasts	forecast	NOUN
fbem-8694	9	23	.	.	PUNCT
fbem-8694	10	1	these	these	DET
fbem-8694	10	2	forecast	forecast	NOUN
fbem-8694	10	3	results	result	NOUN
fbem-8694	10	4	provide	provide	VERB
fbem-8694	10	5	robust	robust	ADJ
fbem-8694	10	6	support	support	NOUN
fbem-8694	10	7	for	for	ADP
fbem-8694	10	8	enterprise	enterprise	NOUN
fbem-8694	10	9	decision	decision	NOUN
fbem-8694	10	10	-	-	PUNCT
fbem-8694	10	11	making	making	NOUN
fbem-8694	10	12	,	,	PUNCT
fbem-8694	10	13	enabling	enable	VERB
fbem-8694	10	14	operators	operator	NOUN
fbem-8694	10	15	to	to	PART
fbem-8694	10	16	formulate	formulate	VERB
fbem-8694	10	17	more	more	ADV
fbem-8694	10	18	informed	informed	ADJ
fbem-8694	10	19	marketing	marketing	NOUN
fbem-8694	10	20	strategies	strategy	NOUN
fbem-8694	10	21	,	,	PUNCT
fbem-8694	10	22	optimize	optimize	VERB
fbem-8694	10	23	inventory	inventory	NOUN
fbem-8694	10	24	management	management	NOUN
fbem-8694	10	25	,	,	PUNCT
fbem-8694	10	26	and	and	CCONJ
fbem-8694	10	27	make	make	VERB
fbem-8694	10	28	accurate	accurate	ADJ
fbem-8694	10	29	production	production	NOUN
fbem-8694	10	30	plans	plan	NOUN
fbem-8694	10	31	during	during	ADP
fbem-8694	10	32	peak	peak	NOUN
fbem-8694	10	33	demand	demand	NOUN
fbem-8694	10	34	periods	period	NOUN
fbem-8694	10	35	.	.	PUNCT
fbem-8694	11	1	additionally	additionally	ADV
fbem-8694	11	2	,	,	PUNCT
fbem-8694	11	3	by	by	ADP
fbem-8694	11	4	analyzing	analyze	VERB
fbem-8694	11	5	sales	sale	NOUN
fbem-8694	11	6	data	datum	NOUN
fbem-8694	11	7	and	and	CCONJ
fbem-8694	11	8	other	other	ADJ
fbem-8694	11	9	relevant	relevant	ADJ
fbem-8694	11	10	information	information	NOUN
fbem-8694	11	11	,	,	PUNCT
fbem-8694	11	12	enterprises	enterprise	NOUN
fbem-8694	11	13	can	can	AUX
fbem-8694	11	14	identify	identify	VERB
fbem-8694	11	15	key	key	ADJ
fbem-8694	11	16	factors	factor	NOUN
fbem-8694	11	17	that	that	PRON
fbem-8694	11	18	influence	influence	VERB
fbem-8694	11	19	sales	sale	NOUN
fbem-8694	11	20	,	,	PUNCT
fbem-8694	11	21	such	such	ADJ
fbem-8694	11	22	as	as	ADP
fbem-8694	11	23	product	product	NOUN
fbem-8694	11	24	characteristics	characteristic	NOUN
fbem-8694	11	25	,	,	PUNCT
fbem-8694	11	26	market	market	NOUN
fbem-8694	11	27	trends	trend	NOUN
fbem-8694	11	28	,	,	PUNCT
fbem-8694	11	29	and	and	CCONJ
fbem-8694	11	30	consumer	consumer	NOUN
fbem-8694	11	31	behavior	behavior	NOUN
fbem-8694	11	32	.	.	PUNCT
fbem-8694	12	1	this	this	DET
fbem-8694	12	2	deeper	deep	ADJ
fbem-8694	12	3	understanding	understanding	NOUN
fbem-8694	12	4	of	of	ADP
fbem-8694	12	5	the	the	DET
fbem-8694	12	6	market	market	NOUN
fbem-8694	12	7	and	and	CCONJ
fbem-8694	12	8	customer	customer	NOUN
fbem-8694	12	9	needs	need	VERB
fbem-8694	12	10	allows	allow	VERB
fbem-8694	12	11	organizations	organization	NOUN
fbem-8694	12	12	to	to	PART
fbem-8694	12	13	enhance	enhance	VERB
fbem-8694	12	14	their	their	PRON
fbem-8694	12	15	competitiveness	competitiveness	NOUN
fbem-8694	12	16	further	far	ADV
fbem-8694	12	17	.	.	PUNCT
fbem-8694	13	1	the	the	DET
fbem-8694	13	2	application	application	NOUN
fbem-8694	13	3	of	of	ADP
fbem-8694	13	4	machine	machine	NOUN
fbem-8694	13	5	learning	learn	VERB
fbem-8694	13	6	technology	technology	NOUN
fbem-8694	13	7	,	,	PUNCT
fbem-8694	13	8	specifically	specifically	ADV
fbem-8694	13	9	regression	regression	VERB
fbem-8694	13	10	algorithms	algorithm	NOUN
fbem-8694	13	11	and	and	CCONJ
fbem-8694	13	12	neural	neural	ADJ
fbem-8694	13	13	network	network	NOUN
fbem-8694	13	14	algorithms	algorithm	NOUN
fbem-8694	13	15	,	,	PUNCT
fbem-8694	13	16	coupled	couple	VERB
fbem-8694	13	17	with	with	ADP
fbem-8694	13	18	comprehensive	comprehensive	ADJ
fbem-8694	13	19	data	datum	NOUN
fbem-8694	13	20	analysis	analysis	NOUN
fbem-8694	13	21	,	,	PUNCT
fbem-8694	13	22	empowers	empower	VERB
fbem-8694	13	23	enterprises	enterprise	NOUN
fbem-8694	13	24	to	to	PART
fbem-8694	13	25	make	make	VERB
fbem-8694	13	26	more	more	ADV
fbem-8694	13	27	accurate	accurate	ADJ
fbem-8694	13	28	sales	sale	NOUN
fbem-8694	13	29	forecasts	forecast	NOUN
fbem-8694	13	30	.	.	PUNCT
fbem-8694	14	1	these	these	DET
fbem-8694	14	2	forecasts	forecast	NOUN
fbem-8694	14	3	aid	aid	VERB
fbem-8694	14	4	in	in	ADP
fbem-8694	14	5	strategic	strategic	ADJ
fbem-8694	14	6	decision	decision	NOUN
fbem-8694	14	7	-	-	PUNCT
fbem-8694	14	8	making	making	NOUN
fbem-8694	14	9	,	,	PUNCT
fbem-8694	14	10	including	include	VERB
fbem-8694	14	11	marketing	marketing	NOUN
fbem-8694	14	12	strategies	strategy	NOUN
fbem-8694	14	13	,	,	PUNCT
fbem-8694	14	14	inventory	inventory	NOUN
fbem-8694	14	15	management	management	NOUN
fbem-8694	14	16	,	,	PUNCT
fbem-8694	14	17	and	and	CCONJ
fbem-8694	14	18	production	production	NOUN
fbem-8694	14	19	planning	planning	NOUN
fbem-8694	14	20	,	,	PUNCT
fbem-8694	14	21	while	while	SCONJ
fbem-8694	14	22	also	also	ADV
fbem-8694	14	23	enabling	enable	VERB
fbem-8694	14	24	businesses	business	NOUN
fbem-8694	14	25	to	to	PART
fbem-8694	14	26	gain	gain	VERB
fbem-8694	14	27	valuable	valuable	ADJ
fbem-8694	14	28	insights	insight	NOUN
fbem-8694	14	29	into	into	ADP
fbem-8694	14	30	market	market	NOUN
fbem-8694	14	31	dynamics	dynamic	NOUN
fbem-8694	14	32	and	and	CCONJ
fbem-8694	14	33	customer	customer	NOUN
fbem-8694	14	34	preferences	preference	NOUN
fbem-8694	14	35	,	,	PUNCT
fbem-8694	14	36	ultimately	ultimately	ADV
fbem-8694	14	37	strengthening	strengthen	VERB
fbem-8694	14	38	their	their	PRON
fbem-8694	14	39	competitive	competitive	ADJ
fbem-8694	14	40	advantage	advantage	NOUN
fbem-8694	14	41	.	.	PUNCT
fbem-8694	15	1	keywords	keyword	NOUN
fbem-8694	15	2	:	:	PUNCT
fbem-8694	15	3	business	business	NOUN
fbem-8694	15	4	intelligence	intelligence	NOUN
fbem-8694	15	5	,	,	PUNCT
fbem-8694	15	6	big	big	ADJ
fbem-8694	15	7	data	datum	NOUN
fbem-8694	15	8	,	,	PUNCT
fbem-8694	15	9	algorithm	algorithm	NOUN
fbem-8694	15	10	,	,	PUNCT
fbem-8694	15	11	machine	machine	NOUN
fbem-8694	15	12	learning	learning	NOUN
fbem-8694	15	13	,	,	PUNCT
fbem-8694	15	14	data	datum	NOUN
fbem-8694	15	15	analysis	analysis	NOUN
fbem-8694	15	16	,	,	PUNCT
fbem-8694	15	17	system	system	NOUN
fbem-8694	15	18	integration	integration	NOUN
fbem-8694	15	19	.	.	PUNCT
fbem-8694	16	1	1	1	X
fbem-8694	16	2	.	.	X
fbem-8694	16	3	introduction	introduction	NOUN
fbem-8694	16	4	over	over	ADP
fbem-8694	16	5	the	the	DET
fbem-8694	16	6	past	past	ADJ
fbem-8694	16	7	few	few	ADJ
fbem-8694	16	8	decades	decade	NOUN
fbem-8694	16	9	,	,	PUNCT
fbem-8694	16	10	the	the	DET
fbem-8694	16	11	rapid	rapid	ADJ
fbem-8694	16	12	advancement	advancement	NOUN
fbem-8694	16	13	of	of	ADP
fbem-8694	16	14	information	information	NOUN
fbem-8694	16	15	technology	technology	NOUN
fbem-8694	16	16	and	and	CCONJ
fbem-8694	16	17	the	the	DET
fbem-8694	16	18	continuous	continuous	ADJ
fbem-8694	16	19	enhancement	enhancement	NOUN
fbem-8694	16	20	of	of	ADP
fbem-8694	16	21	computing	computing	NOUN
fbem-8694	16	22	power	power	NOUN
fbem-8694	16	23	have	have	AUX
fbem-8694	16	24	laid	lay	VERB
fbem-8694	16	25	the	the	DET
fbem-8694	16	26	foundation	foundation	NOUN
fbem-8694	16	27	for	for	ADP
fbem-8694	16	28	the	the	DET
fbem-8694	16	29	emergence	emergence	NOUN
fbem-8694	16	30	of	of	ADP
fbem-8694	16	31	business	business	NOUN
fbem-8694	16	32	intelligence	intelligence	NOUN
fbem-8694	16	33	(	(	PUNCT
fbem-8694	16	34	bi	bi	NOUN
fbem-8694	16	35	)	)	PUNCT
fbem-8694	16	36	and	and	CCONJ
fbem-8694	16	37	data	datum	NOUN
fbem-8694	16	38	analysis	analysis	NOUN
fbem-8694	16	39	.	.	PUNCT
fbem-8694	17	1	with	with	ADP
fbem-8694	17	2	the	the	DET
fbem-8694	17	3	progress	progress	NOUN
fbem-8694	17	4	in	in	ADP
fbem-8694	17	5	computer	computer	NOUN
fbem-8694	17	6	hardware	hardware	NOUN
fbem-8694	17	7	,	,	PUNCT
fbem-8694	17	8	the	the	DET
fbem-8694	17	9	feasibility	feasibility	NOUN
fbem-8694	17	10	and	and	CCONJ
fbem-8694	17	11	efficiency	efficiency	NOUN
fbem-8694	17	12	of	of	ADP
fbem-8694	17	13	processing	process	VERB
fbem-8694	17	14	large	large	ADJ
fbem-8694	17	15	-	-	PUNCT
fbem-8694	17	16	scale	scale	NOUN
fbem-8694	17	17	data	datum	NOUN
fbem-8694	17	18	have	have	AUX
fbem-8694	17	19	significantly	significantly	ADV
fbem-8694	17	20	improved	improve	VERB
fbem-8694	17	21	.	.	PUNCT
fbem-8694	18	1	additionally	additionally	ADV
fbem-8694	18	2	,	,	PUNCT
fbem-8694	18	3	the	the	DET
fbem-8694	18	4	widespread	widespread	ADJ
fbem-8694	18	5	adoption	adoption	NOUN
fbem-8694	18	6	of	of	ADP
fbem-8694	18	7	the	the	DET
fbem-8694	18	8	internet	internet	NOUN
fbem-8694	18	9	and	and	CCONJ
fbem-8694	18	10	the	the	DET
fbem-8694	18	11	ongoing	ongoing	ADJ
fbem-8694	18	12	digital	digital	ADJ
fbem-8694	18	13	transformation	transformation	NOUN
fbem-8694	18	14	have	have	AUX
fbem-8694	18	15	led	lead	VERB
fbem-8694	18	16	to	to	ADP
fbem-8694	18	17	an	an	DET
fbem-8694	18	18	explosion	explosion	NOUN
fbem-8694	18	19	of	of	ADP
fbem-8694	18	20	data	datum	NOUN
fbem-8694	18	21	volume	volume	NOUN
fbem-8694	18	22	.	.	PUNCT
fbem-8694	19	1	consequently	consequently	ADV
fbem-8694	19	2	,	,	PUNCT
fbem-8694	19	3	businesses	business	NOUN
fbem-8694	19	4	can	can	AUX
fbem-8694	19	5	effortlessly	effortlessly	ADV
fbem-8694	19	6	collect	collect	VERB
fbem-8694	19	7	,	,	PUNCT
fbem-8694	19	8	store	store	NOUN
fbem-8694	19	9	,	,	PUNCT
fbem-8694	19	10	and	and	CCONJ
fbem-8694	19	11	access	access	VERB
fbem-8694	19	12	vast	vast	ADJ
fbem-8694	19	13	amounts	amount	NOUN
fbem-8694	19	14	of	of	ADP
fbem-8694	19	15	data	datum	NOUN
fbem-8694	19	16	,	,	PUNCT
fbem-8694	19	17	providing	provide	VERB
fbem-8694	19	18	abundant	abundant	ADJ
fbem-8694	19	19	data	datum	NOUN
fbem-8694	19	20	resources	resource	NOUN
fbem-8694	19	21	for	for	ADP
fbem-8694	19	22	business	business	NOUN
fbem-8694	19	23	intelligence	intelligence	NOUN
fbem-8694	19	24	and	and	CCONJ
fbem-8694	19	25	data	datum	NOUN
fbem-8694	19	26	analysis	analysis	NOUN
fbem-8694	19	27	.	.	PUNCT
fbem-8694	20	1	furthermore	furthermore	ADV
fbem-8694	20	2	,	,	PUNCT
fbem-8694	20	3	the	the	DET
fbem-8694	20	4	development	development	NOUN
fbem-8694	20	5	of	of	ADP
fbem-8694	20	6	data	datum	NOUN
fbem-8694	20	7	management	management	NOUN
fbem-8694	20	8	practices	practice	NOUN
fbem-8694	20	9	has	have	AUX
fbem-8694	20	10	played	play	VERB
fbem-8694	20	11	a	a	DET
fbem-8694	20	12	vital	vital	ADJ
fbem-8694	20	13	role	role	NOUN
fbem-8694	20	14	in	in	ADP
fbem-8694	20	15	facilitating	facilitate	VERB
fbem-8694	20	16	the	the	DET
fbem-8694	20	17	progress	progress	NOUN
fbem-8694	20	18	of	of	ADP
fbem-8694	20	19	business	business	NOUN
fbem-8694	20	20	intelligence	intelligence	NOUN
fbem-8694	20	21	and	and	CCONJ
fbem-8694	20	22	data	datum	NOUN
fbem-8694	20	23	analysis	analysis	NOUN
fbem-8694	20	24	.	.	PUNCT
fbem-8694	21	1	data	datum	NOUN
fbem-8694	21	2	management	management	NOUN
fbem-8694	21	3	encompasses	encompass	VERB
fbem-8694	21	4	various	various	ADJ
fbem-8694	21	5	aspects	aspect	NOUN
fbem-8694	21	6	,	,	PUNCT
fbem-8694	21	7	including	include	VERB
fbem-8694	21	8	data	data	NOUN
fbem-8694	21	9	collection	collection	NOUN
fbem-8694	21	10	,	,	PUNCT
fbem-8694	21	11	storage	storage	NOUN
fbem-8694	21	12	,	,	PUNCT
fbem-8694	21	13	cleansing	cleansing	NOUN
fbem-8694	21	14	,	,	PUNCT
fbem-8694	21	15	integration	integration	NOUN
fbem-8694	21	16	,	,	PUNCT
fbem-8694	21	17	and	and	CCONJ
fbem-8694	21	18	security	security	NOUN
fbem-8694	21	19	,	,	PUNCT
fbem-8694	21	20	with	with	ADP
fbem-8694	21	21	the	the	DET
fbem-8694	21	22	aim	aim	NOUN
fbem-8694	21	23	of	of	ADP
fbem-8694	21	24	ensuring	ensure	VERB
fbem-8694	21	25	data	datum	NOUN
fbem-8694	21	26	quality	quality	NOUN
fbem-8694	21	27	and	and	CCONJ
fbem-8694	21	28	consistency	consistency	NOUN
fbem-8694	21	29	.	.	PUNCT
fbem-8694	22	1	with	with	ADP
fbem-8694	22	2	the	the	DET
fbem-8694	22	3	maturation	maturation	NOUN
fbem-8694	22	4	of	of	ADP
fbem-8694	22	5	data	datum	NOUN
fbem-8694	22	6	management	management	NOUN
fbem-8694	22	7	technologies	technology	NOUN
fbem-8694	22	8	,	,	PUNCT
fbem-8694	22	9	enterprises	enterprise	NOUN
fbem-8694	22	10	can	can	AUX
fbem-8694	22	11	better	well	ADV
fbem-8694	22	12	manage	manage	VERB
fbem-8694	22	13	and	and	CCONJ
fbem-8694	22	14	leverage	leverage	VERB
fbem-8694	22	15	their	their	PRON
fbem-8694	22	16	data	datum	NOUN
fbem-8694	22	17	assets	asset	NOUN
fbem-8694	22	18	,	,	PUNCT
fbem-8694	22	19	thereby	thereby	ADV
fbem-8694	22	20	establishing	establish	VERB
fbem-8694	22	21	a	a	DET
fbem-8694	22	22	reliable	reliable	ADJ
fbem-8694	22	23	foundation	foundation	NOUN
fbem-8694	22	24	for	for	ADP
fbem-8694	22	25	business	business	NOUN
fbem-8694	22	26	intelligence	intelligence	NOUN
fbem-8694	22	27	and	and	CCONJ
fbem-8694	22	28	data	datum	NOUN
fbem-8694	22	29	analysis	analysis	NOUN
fbem-8694	22	30	.	.	PUNCT
fbem-8694	23	1	the	the	DET
fbem-8694	23	2	advancement	advancement	NOUN
fbem-8694	23	3	of	of	ADP
fbem-8694	23	4	technology	technology	NOUN
fbem-8694	23	5	and	and	CCONJ
fbem-8694	23	6	the	the	DET
fbem-8694	23	7	innovation	innovation	NOUN
fbem-8694	23	8	of	of	ADP
fbem-8694	23	9	methodologies	methodology	NOUN
fbem-8694	23	10	have	have	AUX
fbem-8694	23	11	also	also	ADV
fbem-8694	23	12	significantly	significantly	ADV
fbem-8694	23	13	impacted	impact	VERB
fbem-8694	23	14	the	the	DET
fbem-8694	23	15	evolution	evolution	NOUN
fbem-8694	23	16	of	of	ADP
fbem-8694	23	17	business	business	NOUN
fbem-8694	23	18	intelligence	intelligence	NOUN
fbem-8694	23	19	and	and	CCONJ
fbem-8694	23	20	data	datum	NOUN
fbem-8694	23	21	analysis	analysis	NOUN
fbem-8694	23	22	.	.	PUNCT
fbem-8694	24	1	from	from	ADP
fbem-8694	24	2	a	a	DET
fbem-8694	24	3	technological	technological	ADJ
fbem-8694	24	4	perspective	perspective	NOUN
fbem-8694	24	5	,	,	PUNCT
fbem-8694	24	6	the	the	DET
fbem-8694	24	7	development	development	NOUN
fbem-8694	24	8	of	of	ADP
fbem-8694	24	9	database	database	NOUN
fbem-8694	24	10	technologies	technology	NOUN
fbem-8694	24	11	has	have	AUX
fbem-8694	24	12	provided	provide	VERB
fbem-8694	24	13	robust	robust	ADJ
fbem-8694	24	14	support	support	NOUN
fbem-8694	24	15	for	for	ADP
fbem-8694	24	16	data	datum	NOUN
fbem-8694	24	17	storage	storage	NOUN
fbem-8694	24	18	and	and	CCONJ
fbem-8694	24	19	retrieval	retrieval	NOUN
fbem-8694	24	20	,	,	PUNCT
fbem-8694	24	21	while	while	SCONJ
fbem-8694	24	22	the	the	DET
fbem-8694	24	23	rise	rise	NOUN
fbem-8694	24	24	of	of	ADP
fbem-8694	24	25	data	datum	NOUN
fbem-8694	24	26	warehousing	warehousing	NOUN
fbem-8694	24	27	enables	enable	VERB
fbem-8694	24	28	centralized	centralized	ADJ
fbem-8694	24	29	storage	storage	NOUN
fbem-8694	24	30	and	and	CCONJ
fbem-8694	24	31	management	management	NOUN
fbem-8694	24	32	of	of	ADP
fbem-8694	24	33	extensive	extensive	ADJ
fbem-8694	24	34	datasets	dataset	NOUN
fbem-8694	24	35	.	.	PUNCT
fbem-8694	25	1	additionally	additionally	ADV
fbem-8694	25	2	,	,	PUNCT
fbem-8694	25	3	the	the	DET
fbem-8694	25	4	application	application	NOUN
fbem-8694	25	5	of	of	ADP
fbem-8694	25	6	extract	extract	NOUN
fbem-8694	25	7	,	,	PUNCT
fbem-8694	25	8	transform	transform	NOUN
fbem-8694	25	9	,	,	PUNCT
fbem-8694	25	10	load	load	NOUN
fbem-8694	25	11	(	(	PUNCT
fbem-8694	25	12	etl	etl	NOUN
fbem-8694	25	13	)	)	PUNCT
fbem-8694	25	14	techniques	technique	NOUN
fbem-8694	25	15	has	have	AUX
fbem-8694	25	16	streamlined	streamline	VERB
fbem-8694	25	17	the	the	DET
fbem-8694	25	18	process	process	NOUN
fbem-8694	25	19	of	of	ADP
fbem-8694	25	20	extracting	extract	VERB
fbem-8694	25	21	,	,	PUNCT
fbem-8694	25	22	transforming	transform	VERB
fbem-8694	25	23	,	,	PUNCT
fbem-8694	25	24	and	and	CCONJ
fbem-8694	25	25	loading	loading	NOUN
fbem-8694	25	26	data	datum	NOUN
fbem-8694	25	27	from	from	ADP
fbem-8694	25	28	various	various	ADJ
fbem-8694	25	29	sources	source	NOUN
fbem-8694	25	30	.	.	PUNCT
fbem-8694	26	1	the	the	DET
fbem-8694	26	2	advent	advent	NOUN
fbem-8694	26	3	of	of	ADP
fbem-8694	26	4	cloud	cloud	NOUN
fbem-8694	26	5	computing	computing	NOUN
fbem-8694	26	6	and	and	CCONJ
fbem-8694	26	7	big	big	ADJ
fbem-8694	26	8	data	datum	NOUN
fbem-8694	26	9	technologies	technology	NOUN
fbem-8694	26	10	has	have	AUX
fbem-8694	26	11	further	far	ADV
fbem-8694	26	12	empowered	empower	VERB
fbem-8694	26	13	enterprises	enterprise	NOUN
fbem-8694	26	14	to	to	PART
fbem-8694	26	15	flexibly	flexibly	ADV
fbem-8694	26	16	process	process	VERB
fbem-8694	26	17	and	and	CCONJ
fbem-8694	26	18	analyze	analyze	VERB
fbem-8694	26	19	vast	vast	ADJ
fbem-8694	26	20	amounts	amount	NOUN
fbem-8694	26	21	of	of	ADP
fbem-8694	26	22	data	datum	NOUN
fbem-8694	26	23	,	,	PUNCT
fbem-8694	26	24	facilitating	facilitate	VERB
fbem-8694	26	25	large	large	ADJ
fbem-8694	26	26	-	-	PUNCT
fbem-8694	26	27	scale	scale	NOUN
fbem-8694	26	28	business	business	NOUN
fbem-8694	26	29	intelligence	intelligence	NOUN
fbem-8694	26	30	and	and	CCONJ
fbem-8694	26	31	data	datum	NOUN
fbem-8694	26	32	analysis	analysis	NOUN
fbem-8694	26	33	endeavors	endeavor	NOUN
fbem-8694	26	34	.	.	PUNCT
fbem-8694	27	1	methodologically	methodologically	ADV
fbem-8694	27	2	,	,	PUNCT
fbem-8694	27	3	the	the	DET
fbem-8694	27	4	evolution	evolution	NOUN
fbem-8694	27	5	of	of	ADP
fbem-8694	27	6	data	datum	NOUN
fbem-8694	27	7	mining	mining	NOUN
fbem-8694	27	8	techniques	technique	NOUN
fbem-8694	27	9	has	have	AUX
fbem-8694	27	10	allowed	allow	VERB
fbem-8694	27	11	enterprises	enterprise	NOUN
fbem-8694	27	12	to	to	PART
fbem-8694	27	13	uncover	uncover	VERB
fbem-8694	27	14	hidden	hide	VERB
fbem-8694	27	15	patterns	pattern	NOUN
fbem-8694	27	16	and	and	CCONJ
fbem-8694	27	17	association	association	NOUN
fbem-8694	27	18	rules	rule	NOUN
fbem-8694	27	19	within	within	ADP
fbem-8694	27	20	big	big	ADJ
fbem-8694	27	21	data	datum	NOUN
fbem-8694	27	22	.	.	PUNCT
fbem-8694	28	1	data	datum	NOUN
fbem-8694	28	2	mining	mining	NOUN
fbem-8694	28	3	encompasses	encompass	VERB
fbem-8694	28	4	methods	method	NOUN
fbem-8694	28	5	such	such	ADJ
fbem-8694	28	6	as	as	ADP
fbem-8694	28	7	clustering	clustering	NOUN
fbem-8694	28	8	,	,	PUNCT
fbem-8694	28	9	classification	classification	NOUN
fbem-8694	28	10	,	,	PUNCT
fbem-8694	28	11	and	and	CCONJ
fbem-8694	28	12	association	association	NOUN
fbem-8694	28	13	rule	rule	NOUN
fbem-8694	28	14	mining	mining	NOUN
fbem-8694	28	15	,	,	PUNCT
fbem-8694	28	16	enabling	enable	VERB
fbem-8694	28	17	enterprises	enterprise	NOUN
fbem-8694	28	18	to	to	PART
fbem-8694	28	19	unearth	unearth	VERB
fbem-8694	28	20	valuable	valuable	ADJ
fbem-8694	28	21	insights	insight	NOUN
fbem-8694	28	22	and	and	CCONJ
fbem-8694	28	23	information	information	NOUN
fbem-8694	28	24	.	.	PUNCT
fbem-8694	29	1	moreover	moreover	ADV
fbem-8694	29	2	,	,	PUNCT
fbem-8694	29	3	with	with	ADP
fbem-8694	29	4	the	the	DET
fbem-8694	29	5	rise	rise	NOUN
fbem-8694	29	6	of	of	ADP
fbem-8694	29	7	machine	machine	NOUN
fbem-8694	29	8	learning	learning	NOUN
fbem-8694	29	9	and	and	CCONJ
fbem-8694	29	10	artificial	artificial	ADJ
fbem-8694	29	11	intelligence	intelligence	NOUN
fbem-8694	29	12	,	,	PUNCT
fbem-8694	29	13	businesses	business	NOUN
fbem-8694	29	14	can	can	AUX
fbem-8694	29	15	leverage	leverage	VERB
fbem-8694	29	16	algorithms	algorithm	NOUN
fbem-8694	29	17	and	and	CCONJ
fbem-8694	29	18	models	model	NOUN
fbem-8694	29	19	to	to	PART
fbem-8694	29	20	predict	predict	VERB
fbem-8694	29	21	and	and	CCONJ
fbem-8694	29	22	optimize	optimize	VERB
fbem-8694	29	23	data	datum	NOUN
fbem-8694	29	24	,	,	PUNCT
fbem-8694	29	25	thereby	thereby	ADV
fbem-8694	29	26	enhancing	enhance	VERB
fbem-8694	29	27	the	the	DET
fbem-8694	29	28	accuracy	accuracy	NOUN
fbem-8694	29	29	and	and	CCONJ
fbem-8694	29	30	efficiency	efficiency	NOUN
fbem-8694	29	31	of	of	ADP
fbem-8694	29	32	decision	decision	NOUN
fbem-8694	29	33	-	-	PUNCT
fbem-8694	29	34	making	make	VERB
fbem-8694	29	35	processes	process	NOUN
fbem-8694	29	36	.	.	PUNCT
fbem-8694	30	1	business	business	NOUN
fbem-8694	30	2	intelligence	intelligence	NOUN
fbem-8694	30	3	and	and	CCONJ
fbem-8694	30	4	data	datum	NOUN
fbem-8694	30	5	analysis	analysis	NOUN
fbem-8694	30	6	have	have	AUX
fbem-8694	30	7	found	find	VERB
fbem-8694	30	8	widespread	widespread	ADJ
fbem-8694	30	9	application	application	NOUN
fbem-8694	30	10	and	and	CCONJ
fbem-8694	30	11	adoption	adoption	NOUN
fbem-8694	30	12	across	across	ADP
fbem-8694	30	13	various	various	ADJ
fbem-8694	30	14	industries	industry	NOUN
fbem-8694	30	15	.	.	PUNCT
fbem-8694	31	1	enterprises	enterprise	NOUN
fbem-8694	31	2	within	within	ADP
fbem-8694	31	3	the	the	DET
fbem-8694	31	4	finance	finance	NOUN
fbem-8694	31	5	,	,	PUNCT
fbem-8694	31	6	retail	retail	NOUN
fbem-8694	31	7	,	,	PUNCT
fbem-8694	31	8	manufacturing	manufacturing	NOUN
fbem-8694	31	9	,	,	PUNCT
fbem-8694	31	10	healthcare	healthcare	PROPN
fbem-8694	31	11	,	,	PUNCT
fbem-8694	31	12	and	and	CCONJ
fbem-8694	31	13	other	other	ADJ
fbem-8694	31	14	sectors	sector	NOUN
fbem-8694	31	15	have	have	AUX
fbem-8694	31	16	recognized	recognize	VERB
fbem-8694	31	17	the	the	DET
fbem-8694	31	18	significance	significance	NOUN
fbem-8694	31	19	of	of	ADP
fbem-8694	31	20	data	datum	NOUN
fbem-8694	31	21	in	in	ADP
fbem-8694	31	22	driving	drive	VERB
fbem-8694	31	23	successful	successful	ADJ
fbem-8694	31	24	business	business	NOUN
fbem-8694	31	25	operations	operation	NOUN
fbem-8694	31	26	,	,	PUNCT
fbem-8694	31	27	leading	lead	VERB
fbem-8694	31	28	them	they	PRON
fbem-8694	31	29	to	to	PART
fbem-8694	31	30	actively	actively	ADV
fbem-8694	31	31	embrace	embrace	VERB
fbem-8694	31	32	business	business	NOUN
fbem-8694	31	33	intelligence	intelligence	NOUN
fbem-8694	31	34	and	and	CCONJ
fbem-8694	31	35	data	datum	NOUN
fbem-8694	31	36	analysis	analysis	NOUN
fbem-8694	31	37	to	to	PART
fbem-8694	31	38	optimize	optimize	VERB
fbem-8694	31	39	their	their	PRON
fbem-8694	31	40	activities	activity	NOUN
fbem-8694	31	41	.	.	PUNCT
fbem-8694	32	1	for	for	ADP
fbem-8694	32	2	instance	instance	NOUN
fbem-8694	32	3	,	,	PUNCT
fbem-8694	32	4	in	in	ADP
fbem-8694	32	5	the	the	DET
fbem-8694	32	6	finance	finance	NOUN
fbem-8694	32	7	industry	industry	NOUN
fbem-8694	32	8	,	,	PUNCT
fbem-8694	32	9	business	business	NOUN
fbem-8694	32	10	intelligence	intelligence	NOUN
fbem-8694	32	11	and	and	CCONJ
fbem-8694	32	12	data	datum	NOUN
fbem-8694	32	13	analysis	analysis	NOUN
fbem-8694	32	14	are	be	AUX
fbem-8694	32	15	extensively	extensively	ADV
fbem-8694	32	16	employed	employ	VERB
fbem-8694	32	17	in	in	ADP
fbem-8694	32	18	risk	risk	NOUN
fbem-8694	32	19	management	management	NOUN
fbem-8694	32	20	,	,	PUNCT
fbem-8694	32	21	fraud	fraud	NOUN
fbem-8694	32	22	detection	detection	NOUN
fbem-8694	32	23	,	,	PUNCT
fbem-8694	32	24	and	and	CCONJ
fbem-8694	32	25	customer	customer	NOUN
fbem-8694	32	26	relationship	relationship	NOUN
fbem-8694	32	27	management	management	NOUN
fbem-8694	32	28	.	.	PUNCT
fbem-8694	33	1	by	by	ADP
fbem-8694	33	2	analyzing	analyze	VERB
fbem-8694	33	3	a	a	DET
fbem-8694	33	4	vast	vast	ADJ
fbem-8694	33	5	array	array	NOUN
fbem-8694	33	6	of	of	ADP
fbem-8694	33	7	financial	financial	ADJ
fbem-8694	33	8	data	datum	NOUN
fbem-8694	33	9	,	,	PUNCT
fbem-8694	33	10	including	include	VERB
fbem-8694	33	11	transaction	transaction	NOUN
fbem-8694	33	12	records	record	NOUN
fbem-8694	33	13	,	,	PUNCT
fbem-8694	33	14	market	market	NOUN
fbem-8694	33	15	283	283	NUM
fbem-8694	33	16	data	datum	NOUN
fbem-8694	33	17	,	,	PUNCT
fbem-8694	33	18	and	and	CCONJ
fbem-8694	33	19	customer	customer	NOUN
fbem-8694	33	20	information	information	NOUN
fbem-8694	33	21	,	,	PUNCT
fbem-8694	33	22	financial	financial	ADJ
fbem-8694	33	23	institutions	institution	NOUN
fbem-8694	33	24	can	can	AUX
fbem-8694	33	25	more	more	ADV
fbem-8694	33	26	effectively	effectively	ADV
fbem-8694	33	27	evaluate	evaluate	VERB
fbem-8694	33	28	risks	risk	NOUN
fbem-8694	33	29	,	,	PUNCT
fbem-8694	33	30	detect	detect	VERB
fbem-8694	33	31	potential	potential	ADJ
fbem-8694	33	32	fraud	fraud	NOUN
fbem-8694	33	33	,	,	PUNCT
fbem-8694	33	34	and	and	CCONJ
fbem-8694	33	35	offer	offer	VERB
fbem-8694	33	36	personalized	personalize	VERB
fbem-8694	33	37	financial	financial	ADJ
fbem-8694	33	38	products	product	NOUN
fbem-8694	33	39	and	and	CCONJ
fbem-8694	33	40	services[1	services[1	NOUN
fbem-8694	33	41	]	]	PUNCT
fbem-8694	33	42	.	.	PUNCT
fbem-8694	34	1	similarly	similarly	ADV
fbem-8694	34	2	,	,	PUNCT
fbem-8694	34	3	in	in	ADP
fbem-8694	34	4	the	the	DET
fbem-8694	34	5	retail	retail	ADJ
fbem-8694	34	6	sector	sector	NOUN
fbem-8694	34	7	,	,	PUNCT
fbem-8694	34	8	businesses	business	NOUN
fbem-8694	34	9	leverage	leverage	VERB
fbem-8694	34	10	business	business	NOUN
fbem-8694	34	11	intelligence	intelligence	NOUN
fbem-8694	34	12	and	and	CCONJ
fbem-8694	34	13	data	datum	NOUN
fbem-8694	34	14	analysis	analysis	NOUN
fbem-8694	34	15	to	to	PART
fbem-8694	34	16	comprehend	comprehend	VERB
fbem-8694	34	17	consumer	consumer	NOUN
fbem-8694	34	18	needs	need	NOUN
fbem-8694	34	19	and	and	CCONJ
fbem-8694	34	20	preferences	preference	NOUN
fbem-8694	34	21	by	by	ADP
fbem-8694	34	22	analyzing	analyze	VERB
fbem-8694	34	23	sales	sale	NOUN
fbem-8694	34	24	data	datum	NOUN
fbem-8694	34	25	,	,	PUNCT
fbem-8694	34	26	customer	customer	NOUN
fbem-8694	34	27	purchasing	purchasing	NOUN
fbem-8694	34	28	behavior	behavior	NOUN
fbem-8694	34	29	,	,	PUNCT
fbem-8694	34	30	and	and	CCONJ
fbem-8694	34	31	market	market	NOUN
fbem-8694	34	32	trends	trend	NOUN
fbem-8694	34	33	.	.	PUNCT
fbem-8694	35	1	this	this	PRON
fbem-8694	35	2	empowers	empower	VERB
fbem-8694	35	3	retailers	retailer	NOUN
fbem-8694	35	4	to	to	PART
fbem-8694	35	5	optimize	optimize	VERB
fbem-8694	35	6	inventory	inventory	NOUN
fbem-8694	35	7	management	management	NOUN
fbem-8694	35	8	,	,	PUNCT
fbem-8694	35	9	supply	supply	NOUN
fbem-8694	35	10	chain	chain	NOUN
fbem-8694	35	11	operations	operation	NOUN
fbem-8694	35	12	,	,	PUNCT
fbem-8694	35	13	and	and	CCONJ
fbem-8694	35	14	pricing	pricing	NOUN
fbem-8694	35	15	strategies	strategy	NOUN
fbem-8694	35	16	.	.	PUNCT
fbem-8694	36	1	moreover	moreover	ADV
fbem-8694	36	2	,	,	PUNCT
fbem-8694	36	3	within	within	ADP
fbem-8694	36	4	the	the	DET
fbem-8694	36	5	manufacturing	manufacturing	NOUN
fbem-8694	36	6	industry	industry	NOUN
fbem-8694	36	7	,	,	PUNCT
fbem-8694	36	8	business	business	NOUN
fbem-8694	36	9	intelligence	intelligence	NOUN
fbem-8694	36	10	and	and	CCONJ
fbem-8694	36	11	data	datum	NOUN
fbem-8694	36	12	analysis	analysis	NOUN
fbem-8694	36	13	enable	enable	ADJ
fbem-8694	36	14	realtime	realtime	NOUN
fbem-8694	36	15	monitoring	monitoring	NOUN
fbem-8694	36	16	and	and	CCONJ
fbem-8694	36	17	optimization	optimization	NOUN
fbem-8694	36	18	of	of	ADP
fbem-8694	36	19	production	production	NOUN
fbem-8694	36	20	processes	process	NOUN
fbem-8694	36	21	,	,	PUNCT
fbem-8694	36	22	leading	lead	VERB
fbem-8694	36	23	to	to	ADP
fbem-8694	36	24	improved	improve	VERB
fbem-8694	36	25	production	production	NOUN
fbem-8694	36	26	efficiency	efficiency	NOUN
fbem-8694	36	27	and	and	CCONJ
fbem-8694	36	28	product	product	NOUN
fbem-8694	36	29	quality	quality	NOUN
fbem-8694	36	30	.	.	PUNCT
fbem-8694	37	1	by	by	ADP
fbem-8694	37	2	analyzing	analyze	VERB
fbem-8694	37	3	data	datum	NOUN
fbem-8694	37	4	from	from	ADP
fbem-8694	37	5	production	production	NOUN
fbem-8694	37	6	lines	line	NOUN
fbem-8694	37	7	and	and	CCONJ
fbem-8694	37	8	sensors	sensor	NOUN
fbem-8694	37	9	,	,	PUNCT
fbem-8694	37	10	manufacturers	manufacturer	NOUN
fbem-8694	37	11	can	can	AUX
fbem-8694	37	12	promptly	promptly	ADV
fbem-8694	37	13	identify	identify	VERB
fbem-8694	37	14	potential	potential	ADJ
fbem-8694	37	15	faults	fault	NOUN
fbem-8694	37	16	and	and	CCONJ
fbem-8694	37	17	issues	issue	NOUN
fbem-8694	37	18	,	,	PUNCT
fbem-8694	37	19	allowing	allow	VERB
fbem-8694	37	20	them	they	PRON
fbem-8694	37	21	to	to	PART
fbem-8694	37	22	undertake	undertake	VERB
fbem-8694	37	23	preventive	preventive	ADJ
fbem-8694	37	24	maintenance	maintenance	NOUN
fbem-8694	37	25	measures	measure	NOUN
fbem-8694	37	26	,	,	PUNCT
fbem-8694	37	27	thereby	thereby	ADV
fbem-8694	37	28	minimizing	minimize	VERB
fbem-8694	37	29	downtime	downtime	NOUN
fbem-8694	37	30	and	and	CCONJ
fbem-8694	37	31	reducing	reduce	VERB
fbem-8694	37	32	production	production	NOUN
fbem-8694	37	33	costs[2	costs[2	PROPN
fbem-8694	37	34	]	]	PUNCT
fbem-8694	37	35	.	.	PUNCT
fbem-8694	38	1	in	in	ADP
fbem-8694	38	2	the	the	DET
fbem-8694	38	3	healthcare	healthcare	NOUN
fbem-8694	38	4	field	field	NOUN
fbem-8694	38	5	,	,	PUNCT
fbem-8694	38	6	business	business	NOUN
fbem-8694	38	7	intelligence	intelligence	NOUN
fbem-8694	38	8	and	and	CCONJ
fbem-8694	38	9	data	datum	NOUN
fbem-8694	38	10	analysis	analysis	NOUN
fbem-8694	38	11	play	play	VERB
fbem-8694	38	12	a	a	DET
fbem-8694	38	13	pivotal	pivotal	ADJ
fbem-8694	38	14	role	role	NOUN
fbem-8694	38	15	in	in	ADP
fbem-8694	38	16	decisionmaking	decisionmake	VERB
fbem-8694	38	17	within	within	ADP
fbem-8694	38	18	medical	medical	ADJ
fbem-8694	38	19	institutions	institution	NOUN
fbem-8694	38	20	and	and	CCONJ
fbem-8694	38	21	patient	patient	ADJ
fbem-8694	38	22	care	care	NOUN
fbem-8694	38	23	.	.	PUNCT
fbem-8694	39	1	integration	integration	NOUN
fbem-8694	39	2	of	of	ADP
fbem-8694	39	3	clinical	clinical	ADJ
fbem-8694	39	4	data	datum	NOUN
fbem-8694	39	5	,	,	PUNCT
fbem-8694	39	6	patient	patient	ADJ
fbem-8694	39	7	information	information	NOUN
fbem-8694	39	8	,	,	PUNCT
fbem-8694	39	9	and	and	CCONJ
fbem-8694	39	10	medical	medical	ADJ
fbem-8694	39	11	resources	resource	NOUN
fbem-8694	39	12	facilitates	facilitate	VERB
fbem-8694	39	13	process	process	NOUN
fbem-8694	39	14	improvement	improvement	NOUN
fbem-8694	39	15	,	,	PUNCT
fbem-8694	39	16	disease	disease	NOUN
fbem-8694	39	17	management	management	NOUN
fbem-8694	39	18	,	,	PUNCT
fbem-8694	39	19	and	and	CCONJ
fbem-8694	39	20	resource	resource	NOUN
fbem-8694	39	21	optimization	optimization	NOUN
fbem-8694	39	22	,	,	PUNCT
fbem-8694	39	23	enabling	enable	VERB
fbem-8694	39	24	the	the	DET
fbem-8694	39	25	provision	provision	NOUN
fbem-8694	39	26	of	of	ADP
fbem-8694	39	27	efficient	efficient	ADJ
fbem-8694	39	28	medical	medical	ADJ
fbem-8694	39	29	services	service	NOUN
fbem-8694	39	30	and	and	CCONJ
fbem-8694	39	31	personalized	personalized	ADJ
fbem-8694	39	32	care	care	NOUN
fbem-8694	39	33	programs[3	programs[3	NOUN
fbem-8694	39	34	]	]	PUNCT
fbem-8694	39	35	.	.	PUNCT
fbem-8694	40	1	in	in	ADP
fbem-8694	40	2	conclusion	conclusion	NOUN
fbem-8694	40	3	,	,	PUNCT
fbem-8694	40	4	business	business	NOUN
fbem-8694	40	5	intelligence	intelligence	NOUN
fbem-8694	40	6	and	and	CCONJ
fbem-8694	40	7	data	datum	NOUN
fbem-8694	40	8	analysis	analysis	NOUN
fbem-8694	40	9	serve	serve	VERB
fbem-8694	40	10	multiple	multiple	ADJ
fbem-8694	40	11	roles	role	NOUN
fbem-8694	40	12	in	in	ADP
fbem-8694	40	13	business	business	NOUN
fbem-8694	40	14	activities	activity	NOUN
fbem-8694	40	15	.	.	PUNCT
fbem-8694	41	1	they	they	PRON
fbem-8694	41	2	assist	assist	VERB
fbem-8694	41	3	enterprises	enterprise	NOUN
fbem-8694	41	4	in	in	ADP
fbem-8694	41	5	extracting	extract	VERB
fbem-8694	41	6	valuable	valuable	ADJ
fbem-8694	41	7	insights	insight	NOUN
fbem-8694	41	8	and	and	CCONJ
fbem-8694	41	9	information	information	NOUN
fbem-8694	41	10	from	from	ADP
fbem-8694	41	11	vast	vast	ADJ
fbem-8694	41	12	volumes	volume	NOUN
fbem-8694	41	13	of	of	ADP
fbem-8694	41	14	data	datum	NOUN
fbem-8694	41	15	,	,	PUNCT
fbem-8694	41	16	optimizing	optimize	VERB
fbem-8694	41	17	business	business	NOUN
fbem-8694	41	18	processes	process	NOUN
fbem-8694	41	19	and	and	CCONJ
fbem-8694	41	20	resource	resource	NOUN
fbem-8694	41	21	allocation	allocation	NOUN
fbem-8694	41	22	,	,	PUNCT
fbem-8694	41	23	and	and	CCONJ
fbem-8694	41	24	improving	improve	VERB
fbem-8694	41	25	the	the	DET
fbem-8694	41	26	accuracy	accuracy	NOUN
fbem-8694	41	27	and	and	CCONJ
fbem-8694	41	28	efficiency	efficiency	NOUN
fbem-8694	41	29	of	of	ADP
fbem-8694	41	30	decision	decision	NOUN
fbem-8694	41	31	-	-	PUNCT
fbem-8694	41	32	making	making	NOUN
fbem-8694	41	33	.	.	PUNCT
fbem-8694	42	1	as	as	ADP
fbem-8694	42	2	a	a	DET
fbem-8694	42	3	result	result	NOUN
fbem-8694	42	4	,	,	PUNCT
fbem-8694	42	5	businesses	business	NOUN
fbem-8694	42	6	can	can	AUX
fbem-8694	42	7	achieve	achieve	VERB
fbem-8694	42	8	competitive	competitive	ADJ
fbem-8694	42	9	advantages	advantage	NOUN
fbem-8694	42	10	and	and	CCONJ
fbem-8694	42	11	foster	foster	ADJ
fbem-8694	42	12	performance	performance	NOUN
fbem-8694	42	13	growth	growth	NOUN
fbem-8694	42	14	.	.	PUNCT
fbem-8694	43	1	2	2	X
fbem-8694	43	2	.	.	NUM
fbem-8694	43	3	related	relate	VERB
fbem-8694	43	4	work	work	NOUN
fbem-8694	43	5	business	business	NOUN
fbem-8694	43	6	intelligence	intelligence	NOUN
fbem-8694	43	7	and	and	CCONJ
fbem-8694	43	8	data	datum	NOUN
fbem-8694	43	9	analysis	analysis	NOUN
fbem-8694	43	10	encompass	encompass	VERB
fbem-8694	43	11	a	a	DET
fbem-8694	43	12	variety	variety	NOUN
fbem-8694	43	13	of	of	ADP
fbem-8694	43	14	methods	method	NOUN
fbem-8694	43	15	and	and	CCONJ
fbem-8694	43	16	techniques	technique	NOUN
fbem-8694	43	17	used	use	VERB
fbem-8694	43	18	to	to	PART
fbem-8694	43	19	process	process	VERB
fbem-8694	43	20	and	and	CCONJ
fbem-8694	43	21	analyze	analyze	VERB
fbem-8694	43	22	data	datum	NOUN
fbem-8694	43	23	to	to	PART
fbem-8694	43	24	gain	gain	VERB
fbem-8694	43	25	insights	insight	NOUN
fbem-8694	43	26	and	and	CCONJ
fbem-8694	43	27	support	support	VERB
fbem-8694	43	28	decision	decision	NOUN
fbem-8694	43	29	-	-	PUNCT
fbem-8694	43	30	making	making	NOUN
fbem-8694	43	31	in	in	ADP
fbem-8694	43	32	business	business	NOUN
fbem-8694	43	33	.	.	PUNCT
fbem-8694	44	1	2.1	2.1	NUM
fbem-8694	44	2	.	.	PUNCT
fbem-8694	45	1	literature	literature	PROPN
fbem-8694	45	2	review	review	PROPN
fbem-8694	45	3	2.1.1	2.1.1	NUM
fbem-8694	45	4	.	.	PUNCT
fbem-8694	46	1	descriptive	descriptive	ADJ
fbem-8694	46	2	analysis	analysis	NOUN
fbem-8694	46	3	descriptive	descriptive	ADJ
fbem-8694	46	4	analysis	analysis	NOUN
fbem-8694	46	5	aims	aim	VERB
fbem-8694	46	6	to	to	PART
fbem-8694	46	7	summarize	summarize	VERB
fbem-8694	46	8	and	and	CCONJ
fbem-8694	46	9	describe	describe	VERB
fbem-8694	46	10	data	datum	NOUN
fbem-8694	46	11	to	to	PART
fbem-8694	46	12	provide	provide	VERB
fbem-8694	46	13	an	an	DET
fbem-8694	46	14	understanding	understanding	NOUN
fbem-8694	46	15	of	of	ADP
fbem-8694	46	16	the	the	DET
fbem-8694	46	17	current	current	ADJ
fbem-8694	46	18	state	state	NOUN
fbem-8694	46	19	of	of	ADP
fbem-8694	46	20	business[4	business[4	NUM
fbem-8694	46	21	]	]	X
fbem-8694	46	22	.	.	PUNCT
fbem-8694	47	1	common	common	ADJ
fbem-8694	47	2	descriptive	descriptive	ADJ
fbem-8694	47	3	analysis	analysis	NOUN
fbem-8694	47	4	methods	method	NOUN
fbem-8694	47	5	include	include	VERB
fbem-8694	47	6	data	datum	NOUN
fbem-8694	47	7	visualization	visualization	NOUN
fbem-8694	47	8	,	,	PUNCT
fbem-8694	47	9	calculation	calculation	NOUN
fbem-8694	47	10	of	of	ADP
fbem-8694	47	11	statistical	statistical	ADJ
fbem-8694	47	12	metrics	metric	NOUN
fbem-8694	47	13	,	,	PUNCT
fbem-8694	47	14	and	and	CCONJ
fbem-8694	47	15	data	datum	NOUN
fbem-8694	47	16	summarization	summarization	NOUN
fbem-8694	47	17	.	.	PUNCT
fbem-8694	48	1	2.1.2	2.1.2	X
fbem-8694	48	2	.	.	NOUN
fbem-8694	48	3	predictive	predictive	ADJ
fbem-8694	48	4	analysis	analysis	NOUN
fbem-8694	48	5	predictive	predictive	ADJ
fbem-8694	48	6	analysis	analysis	NOUN
fbem-8694	48	7	relies	rely	VERB
fbem-8694	48	8	on	on	ADP
fbem-8694	48	9	historical	historical	ADJ
fbem-8694	48	10	data	datum	NOUN
fbem-8694	48	11	and	and	CCONJ
fbem-8694	48	12	models	model	NOUN
fbem-8694	48	13	to	to	PART
fbem-8694	48	14	forecast	forecast	VERB
fbem-8694	48	15	future	future	ADJ
fbem-8694	48	16	trends	trend	NOUN
fbem-8694	48	17	and	and	CCONJ
fbem-8694	48	18	events	event	NOUN
fbem-8694	48	19	.	.	PUNCT
fbem-8694	49	1	predictive	predictive	ADJ
fbem-8694	49	2	analysis	analysis	NOUN
fbem-8694	49	3	methods	method	NOUN
fbem-8694	49	4	include	include	VERB
fbem-8694	49	5	time	time	NOUN
fbem-8694	49	6	series	series	PROPN
fbem-8694	49	7	analysis	analysis	NOUN
fbem-8694	49	8	,	,	PUNCT
fbem-8694	49	9	regression	regression	VERB
fbem-8694	49	10	analysis	analysis	NOUN
fbem-8694	49	11	,	,	PUNCT
fbem-8694	49	12	and	and	CCONJ
fbem-8694	49	13	machine	machine	NOUN
fbem-8694	49	14	learning	learn	VERB
fbem-8694	49	15	algorithms[5	algorithms[5	PROPN
fbem-8694	49	16	]	]	PUNCT
fbem-8694	49	17	.	.	PUNCT
fbem-8694	50	1	2.1.3	2.1.3	NUM
fbem-8694	50	2	.	.	PUNCT
fbem-8694	50	3	association	association	NOUN
fbem-8694	50	4	analysis	analysis	NOUN
fbem-8694	50	5	association	association	NOUN
fbem-8694	50	6	analysis	analysis	NOUN
fbem-8694	50	7	seeks	seek	VERB
fbem-8694	50	8	to	to	PART
fbem-8694	50	9	discover	discover	VERB
fbem-8694	50	10	patterns	pattern	NOUN
fbem-8694	50	11	and	and	CCONJ
fbem-8694	50	12	relationships	relationship	NOUN
fbem-8694	50	13	in	in	ADP
fbem-8694	50	14	data	datum	NOUN
fbem-8694	50	15	.	.	PUNCT
fbem-8694	51	1	through	through	ADP
fbem-8694	51	2	association	association	NOUN
fbem-8694	51	3	analysis	analysis	NOUN
fbem-8694	51	4	,	,	PUNCT
fbem-8694	51	5	one	one	PRON
fbem-8694	51	6	can	can	AUX
fbem-8694	51	7	determine	determine	VERB
fbem-8694	51	8	associations	association	NOUN
fbem-8694	51	9	between	between	ADP
fbem-8694	51	10	items	item	NOUN
fbem-8694	51	11	in	in	ADP
fbem-8694	51	12	a	a	DET
fbem-8694	51	13	shopping	shopping	NOUN
fbem-8694	51	14	basket	basket	NOUN
fbem-8694	51	15	,	,	PUNCT
fbem-8694	51	16	user	user	NOUN
fbem-8694	51	17	behavior	behavior	NOUN
fbem-8694	51	18	patterns	pattern	NOUN
fbem-8694	51	19	,	,	PUNCT
fbem-8694	51	20	and	and	CCONJ
fbem-8694	51	21	more[6	more[6	X
fbem-8694	51	22	]	]	PUNCT
fbem-8694	51	23	.	.	PUNCT
fbem-8694	52	1	prominent	prominent	ADJ
fbem-8694	52	2	association	association	NOUN
fbem-8694	52	3	analysis	analysis	NOUN
fbem-8694	52	4	algorithms	algorithm	NOUN
fbem-8694	52	5	include	include	VERB
fbem-8694	52	6	the	the	DET
fbem-8694	52	7	apriori	apriori	ADJ
fbem-8694	52	8	algorithm	algorithm	NOUN
fbem-8694	52	9	and	and	CCONJ
fbem-8694	52	10	fpgrowth	fpgrowth	NOUN
fbem-8694	52	11	algorithm	algorithm	NOUN
fbem-8694	52	12	.	.	PUNCT
fbem-8694	53	1	2.1.4	2.1.4	NUM
fbem-8694	53	2	.	.	PUNCT
fbem-8694	54	1	classification	classification	NOUN
fbem-8694	54	2	and	and	CCONJ
fbem-8694	54	3	clustering	cluster	VERB
fbem-8694	54	4	analysis	analysis	NOUN
fbem-8694	54	5	classification	classification	NOUN
fbem-8694	54	6	and	and	CCONJ
fbem-8694	54	7	clustering	cluster	VERB
fbem-8694	54	8	analysis	analysis	NOUN
fbem-8694	54	9	are	be	AUX
fbem-8694	54	10	methods	method	NOUN
fbem-8694	54	11	used	use	VERB
fbem-8694	54	12	to	to	ADP
fbem-8694	54	13	group	group	VERB
fbem-8694	54	14	and	and	CCONJ
fbem-8694	54	15	classify	classify	VERB
fbem-8694	54	16	data	datum	NOUN
fbem-8694	54	17	.	.	PUNCT
fbem-8694	55	1	classification	classification	NOUN
fbem-8694	55	2	analysis	analysis	NOUN
fbem-8694	55	3	is	be	AUX
fbem-8694	55	4	employed	employ	VERB
fbem-8694	55	5	to	to	PART
fbem-8694	55	6	predict	predict	VERB
fbem-8694	55	7	and	and	CCONJ
fbem-8694	55	8	categorize	categorize	VERB
fbem-8694	55	9	data	datum	NOUN
fbem-8694	55	10	,	,	PUNCT
fbem-8694	55	11	while	while	SCONJ
fbem-8694	55	12	clustering	cluster	VERB
fbem-8694	55	13	analysis	analysis	NOUN
fbem-8694	55	14	is	be	AUX
fbem-8694	55	15	used	use	VERB
fbem-8694	55	16	to	to	PART
fbem-8694	55	17	identify	identify	VERB
fbem-8694	55	18	similarities	similarity	NOUN
fbem-8694	55	19	and	and	CCONJ
fbem-8694	55	20	groupings	grouping	NOUN
fbem-8694	55	21	in	in	ADP
fbem-8694	55	22	the	the	DET
fbem-8694	55	23	data[7	data[7	PROPN
fbem-8694	55	24	]	]	PUNCT
fbem-8694	55	25	.	.	PUNCT
fbem-8694	56	1	common	common	ADJ
fbem-8694	56	2	classification	classification	NOUN
fbem-8694	56	3	and	and	CCONJ
fbem-8694	56	4	clustering	clustering	ADJ
fbem-8694	56	5	algorithms	algorithm	NOUN
fbem-8694	56	6	include	include	VERB
fbem-8694	56	7	decision	decision	NOUN
fbem-8694	56	8	trees	tree	NOUN
fbem-8694	56	9	,	,	PUNCT
fbem-8694	56	10	support	support	NOUN
fbem-8694	56	11	vector	vector	NOUN
fbem-8694	56	12	machines	machine	NOUN
fbem-8694	56	13	,	,	PUNCT
fbem-8694	56	14	k	k	ADJ
fbem-8694	56	15	-	-	PUNCT
fbem-8694	56	16	means	mean	VERB
fbem-8694	56	17	clustering	clustering	NOUN
fbem-8694	56	18	,	,	PUNCT
fbem-8694	56	19	and	and	CCONJ
fbem-8694	56	20	hierarchical	hierarchical	ADJ
fbem-8694	56	21	clustering	clustering	NOUN
fbem-8694	56	22	.	.	PUNCT
fbem-8694	57	1	2.1.5	2.1.5	NUM
fbem-8694	57	2	.	.	PUNCT
fbem-8694	57	3	text	text	NOUN
fbem-8694	57	4	mining	mining	NOUN
fbem-8694	57	5	and	and	CCONJ
fbem-8694	57	6	sentiment	sentiment	NOUN
fbem-8694	57	7	analysis	analysis	NOUN
fbem-8694	57	8	text	text	NOUN
fbem-8694	57	9	mining	mining	NOUN
fbem-8694	57	10	and	and	CCONJ
fbem-8694	57	11	sentiment	sentiment	NOUN
fbem-8694	57	12	analysis	analysis	NOUN
fbem-8694	57	13	are	be	AUX
fbem-8694	57	14	employed	employ	VERB
fbem-8694	57	15	to	to	PART
fbem-8694	57	16	process	process	VERB
fbem-8694	57	17	and	and	CCONJ
fbem-8694	57	18	analyze	analyze	VERB
fbem-8694	57	19	textual	textual	ADJ
fbem-8694	57	20	data	datum	NOUN
fbem-8694	57	21	.	.	PUNCT
fbem-8694	58	1	text	text	NOUN
fbem-8694	58	2	mining	mining	NOUN
fbem-8694	58	3	methods	method	NOUN
fbem-8694	58	4	can	can	AUX
fbem-8694	58	5	extract	extract	VERB
fbem-8694	58	6	keywords	keyword	NOUN
fbem-8694	58	7	,	,	PUNCT
fbem-8694	58	8	perform	perform	VERB
fbem-8694	58	9	topic	topic	NOUN
fbem-8694	58	10	modeling	modeling	NOUN
fbem-8694	58	11	,	,	PUNCT
fbem-8694	58	12	and	and	CCONJ
fbem-8694	58	13	classify	classify	VERB
fbem-8694	58	14	text	text	NOUN
fbem-8694	58	15	,	,	PUNCT
fbem-8694	58	16	while	while	SCONJ
fbem-8694	58	17	sentiment	sentiment	NOUN
fbem-8694	58	18	analysis	analysis	NOUN
fbem-8694	58	19	aims	aim	VERB
fbem-8694	58	20	to	to	PART
fbem-8694	58	21	analyze	analyze	VERB
fbem-8694	58	22	sentiment	sentiment	NOUN
fbem-8694	58	23	tendencies	tendency	NOUN
fbem-8694	58	24	and	and	CCONJ
fbem-8694	58	25	polarity	polarity	NOUN
fbem-8694	58	26	within	within	ADP
fbem-8694	58	27	the	the	DET
fbem-8694	58	28	text	text	NOUN
fbem-8694	58	29	.	.	PUNCT
fbem-8694	59	1	2.1.6	2.1.6	X
fbem-8694	59	2	.	.	PROPN
fbem-8694	59	3	big	big	ADJ
fbem-8694	59	4	data	data	PROPN
fbem-8694	59	5	analytics	analytic	NOUN
fbem-8694	59	6	big	big	ADJ
fbem-8694	59	7	data	datum	NOUN
fbem-8694	59	8	analytics	analytic	NOUN
fbem-8694	59	9	methods	method	NOUN
fbem-8694	59	10	are	be	AUX
fbem-8694	59	11	suitable	suitable	ADJ
fbem-8694	59	12	for	for	ADP
fbem-8694	59	13	processing	processing	NOUN
fbem-8694	59	14	and	and	CCONJ
fbem-8694	59	15	analyzing	analyze	VERB
fbem-8694	59	16	large	large	ADJ
fbem-8694	59	17	-	-	PUNCT
fbem-8694	59	18	scale	scale	NOUN
fbem-8694	59	19	and	and	CCONJ
fbem-8694	59	20	high	high	ADJ
fbem-8694	59	21	-	-	PUNCT
fbem-8694	59	22	dimensional	dimensional	ADJ
fbem-8694	59	23	datasets	dataset	NOUN
fbem-8694	59	24	.	.	PUNCT
fbem-8694	60	1	this	this	PRON
fbem-8694	60	2	includes	include	VERB
fbem-8694	60	3	techniques	technique	NOUN
fbem-8694	60	4	such	such	ADJ
fbem-8694	60	5	as	as	ADP
fbem-8694	60	6	distributed	distribute	VERB
fbem-8694	60	7	computing	computing	NOUN
fbem-8694	60	8	,	,	PUNCT
fbem-8694	60	9	parallel	parallel	ADJ
fbem-8694	60	10	processing	processing	NOUN
fbem-8694	60	11	,	,	PUNCT
fbem-8694	60	12	and	and	CCONJ
fbem-8694	60	13	distributed	distribute	VERB
fbem-8694	60	14	storage	storage	NOUN
fbem-8694	60	15	to	to	PART
fbem-8694	60	16	efficiently	efficiently	ADV
fbem-8694	60	17	handle	handle	VERB
fbem-8694	60	18	and	and	CCONJ
fbem-8694	60	19	analyze	analyze	VERB
fbem-8694	60	20	massive	massive	ADJ
fbem-8694	60	21	amounts	amount	NOUN
fbem-8694	60	22	of	of	ADP
fbem-8694	60	23	data[8	data[8	PROPN
fbem-8694	60	24	]	]	PUNCT
fbem-8694	60	25	.	.	PUNCT
fbem-8694	61	1	2.2	2.2	NUM
fbem-8694	61	2	.	.	PUNCT
fbem-8694	61	3	methodology	methodology	NOUN
fbem-8694	61	4	machine	machine	NOUN
fbem-8694	61	5	learning	learning	NOUN
fbem-8694	61	6	is	be	AUX
fbem-8694	61	7	a	a	DET
fbem-8694	61	8	vital	vital	ADJ
fbem-8694	61	9	approach	approach	NOUN
fbem-8694	61	10	within	within	ADP
fbem-8694	61	11	business	business	NOUN
fbem-8694	61	12	intelligence	intelligence	NOUN
fbem-8694	61	13	,	,	PUNCT
fbem-8694	61	14	encompassing	encompass	VERB
fbem-8694	61	15	diverse	diverse	ADJ
fbem-8694	61	16	areas	area	NOUN
fbem-8694	61	17	such	such	ADJ
fbem-8694	61	18	as	as	ADP
fbem-8694	61	19	sales	sale	NOUN
fbem-8694	61	20	forecasting	forecasting	NOUN
fbem-8694	61	21	,	,	PUNCT
fbem-8694	61	22	customer	customer	NOUN
fbem-8694	61	23	behavior	behavior	NOUN
fbem-8694	61	24	analysis	analysis	NOUN
fbem-8694	61	25	,	,	PUNCT
fbem-8694	61	26	market	market	NOUN
fbem-8694	61	27	segmentation	segmentation	NOUN
fbem-8694	61	28	,	,	PUNCT
fbem-8694	61	29	risk	risk	NOUN
fbem-8694	61	30	assessment	assessment	NOUN
fbem-8694	61	31	,	,	PUNCT
fbem-8694	61	32	product	product	NOUN
fbem-8694	61	33	recommendation	recommendation	NOUN
fbem-8694	61	34	,	,	PUNCT
fbem-8694	61	35	and	and	CCONJ
fbem-8694	61	36	pricing	pricing	NOUN
fbem-8694	61	37	optimization	optimization	NOUN
fbem-8694	61	38	.	.	PUNCT
fbem-8694	62	1	by	by	ADP
fbem-8694	62	2	leveraging	leverage	VERB
fbem-8694	62	3	historical	historical	ADJ
fbem-8694	62	4	data	datum	NOUN
fbem-8694	62	5	and	and	CCONJ
fbem-8694	62	6	models	model	NOUN
fbem-8694	62	7	,	,	PUNCT
fbem-8694	62	8	machine	machine	NOUN
fbem-8694	62	9	learning	learning	NOUN
fbem-8694	62	10	empowers	empower	VERB
fbem-8694	62	11	enterprises	enterprise	NOUN
fbem-8694	62	12	to	to	PART
fbem-8694	62	13	predict	predict	VERB
fbem-8694	62	14	future	future	ADJ
fbem-8694	62	15	sales	sale	NOUN
fbem-8694	62	16	trends	trend	NOUN
fbem-8694	62	17	,	,	PUNCT
fbem-8694	62	18	enabling	enable	VERB
fbem-8694	62	19	them	they	PRON
fbem-8694	62	20	to	to	PART
fbem-8694	62	21	formulate	formulate	VERB
fbem-8694	62	22	accurate	accurate	ADJ
fbem-8694	62	23	sales	sale	NOUN
fbem-8694	62	24	forecasts	forecast	NOUN
fbem-8694	62	25	and	and	CCONJ
fbem-8694	62	26	optimize	optimize	VERB
fbem-8694	62	27	inventory	inventory	NOUN
fbem-8694	62	28	planning	planning	NOUN
fbem-8694	62	29	.	.	PUNCT
fbem-8694	63	1	moreover	moreover	ADV
fbem-8694	63	2	,	,	PUNCT
fbem-8694	63	3	machine	machine	NOUN
fbem-8694	63	4	learning	learning	NOUN
fbem-8694	63	5	facilitates	facilitate	VERB
fbem-8694	63	6	the	the	DET
fbem-8694	63	7	analysis	analysis	NOUN
fbem-8694	63	8	of	of	ADP
fbem-8694	63	9	customer	customer	NOUN
fbem-8694	63	10	buying	buying	NOUN
fbem-8694	63	11	behaviors	behavior	NOUN
fbem-8694	63	12	and	and	CCONJ
fbem-8694	63	13	preferences	preference	NOUN
fbem-8694	63	14	,	,	PUNCT
fbem-8694	63	15	enabling	enable	VERB
fbem-8694	63	16	personalized	personalized	ADJ
fbem-8694	63	17	product	product	NOUN
fbem-8694	63	18	recommendations	recommendation	NOUN
fbem-8694	63	19	and	and	CCONJ
fbem-8694	63	20	customized	customize	VERB
fbem-8694	63	21	marketing	marketing	NOUN
fbem-8694	63	22	strategies	strategy	NOUN
fbem-8694	63	23	to	to	PART
fbem-8694	63	24	enhance	enhance	VERB
fbem-8694	63	25	customer	customer	NOUN
fbem-8694	63	26	satisfaction	satisfaction	NOUN
fbem-8694	63	27	and	and	CCONJ
fbem-8694	63	28	drive	drive	VERB
fbem-8694	63	29	sales	sale	NOUN
fbem-8694	63	30	performance	performance	NOUN
fbem-8694	63	31	.	.	PUNCT
fbem-8694	64	1	machine	machine	NOUN
fbem-8694	64	2	learning	learning	NOUN
fbem-8694	64	3	finds	find	VERB
fbem-8694	64	4	application	application	NOUN
fbem-8694	64	5	in	in	ADP
fbem-8694	64	6	market	market	NOUN
fbem-8694	64	7	segmentation	segmentation	NOUN
fbem-8694	64	8	and	and	CCONJ
fbem-8694	64	9	positioning	positioning	NOUN
fbem-8694	64	10	,	,	PUNCT
fbem-8694	64	11	providing	provide	VERB
fbem-8694	64	12	businesses	business	NOUN
fbem-8694	64	13	with	with	ADP
fbem-8694	64	14	insights	insight	NOUN
fbem-8694	64	15	into	into	ADP
fbem-8694	64	16	distinct	distinct	ADJ
fbem-8694	64	17	customer	customer	NOUN
fbem-8694	64	18	groups	group	NOUN
fbem-8694	64	19	and	and	CCONJ
fbem-8694	64	20	their	their	PRON
fbem-8694	64	21	unique	unique	ADJ
fbem-8694	64	22	needs	need	NOUN
fbem-8694	64	23	.	.	PUNCT
fbem-8694	65	1	this	this	DET
fbem-8694	65	2	knowledge	knowledge	NOUN
fbem-8694	65	3	supports	support	VERB
fbem-8694	65	4	the	the	DET
fbem-8694	65	5	development	development	NOUN
fbem-8694	65	6	of	of	ADP
fbem-8694	65	7	targeted	target	VERB
fbem-8694	65	8	marketing	marketing	NOUN
fbem-8694	65	9	strategies	strategy	NOUN
fbem-8694	65	10	for	for	ADP
fbem-8694	65	11	various	various	ADJ
fbem-8694	65	12	market	market	NOUN
fbem-8694	65	13	segments	segment	NOUN
fbem-8694	65	14	.	.	PUNCT
fbem-8694	66	1	furthermore	furthermore	ADV
fbem-8694	66	2	,	,	PUNCT
fbem-8694	66	3	machine	machine	NOUN
fbem-8694	66	4	learning	learning	NOUN
fbem-8694	66	5	contributes	contribute	VERB
fbem-8694	66	6	to	to	PART
fbem-8694	66	7	risk	risk	NOUN
fbem-8694	66	8	assessment	assessment	NOUN
fbem-8694	66	9	.	.	PUNCT
fbem-8694	67	1	for	for	ADP
fbem-8694	67	2	instance	instance	NOUN
fbem-8694	67	3	,	,	PUNCT
fbem-8694	67	4	in	in	ADP
fbem-8694	67	5	the	the	DET
fbem-8694	67	6	financial	financial	ADJ
fbem-8694	67	7	sector	sector	NOUN
fbem-8694	67	8	,	,	PUNCT
fbem-8694	67	9	machine	machine	NOUN
fbem-8694	67	10	learning	learning	NOUN
fbem-8694	67	11	algorithms	algorithm	NOUN
fbem-8694	67	12	can	can	AUX
fbem-8694	67	13	evaluate	evaluate	VERB
fbem-8694	67	14	and	and	CCONJ
fbem-8694	67	15	forecast	forecast	VERB
fbem-8694	67	16	credit	credit	NOUN
fbem-8694	67	17	risks	risk	NOUN
fbem-8694	67	18	,	,	PUNCT
fbem-8694	67	19	empowering	empower	VERB
fbem-8694	67	20	financial	financial	ADJ
fbem-8694	67	21	institutions	institution	NOUN
fbem-8694	67	22	to	to	PART
fbem-8694	67	23	effectively	effectively	ADV
fbem-8694	67	24	manage	manage	VERB
fbem-8694	67	25	risks	risk	NOUN
fbem-8694	67	26	.	.	PUNCT
fbem-8694	68	1	additionally	additionally	ADV
fbem-8694	68	2	,	,	PUNCT
fbem-8694	68	3	machine	machine	NOUN
fbem-8694	68	4	learning	learning	NOUN
fbem-8694	68	5	facilitates	facilitate	VERB
fbem-8694	68	6	product	product	NOUN
fbem-8694	68	7	pricing	pricing	NOUN
fbem-8694	68	8	optimization	optimization	NOUN
fbem-8694	68	9	—	—	PUNCT
fbem-8694	68	10	an	an	DET
fbem-8694	68	11	essential	essential	ADJ
fbem-8694	68	12	aspect	aspect	NOUN
fbem-8694	68	13	of	of	ADP
fbem-8694	68	14	business	business	NOUN
fbem-8694	68	15	intelligence	intelligence	NOUN
fbem-8694	68	16	.	.	PUNCT
fbem-8694	69	1	enterprises	enterprise	NOUN
fbem-8694	69	2	can	can	AUX
fbem-8694	69	3	employ	employ	VERB
fbem-8694	69	4	machine	machine	NOUN
fbem-8694	69	5	learning	learning	NOUN
fbem-8694	69	6	models	model	NOUN
fbem-8694	69	7	to	to	PART
fbem-8694	69	8	analyze	analyze	VERB
fbem-8694	69	9	historical	historical	ADJ
fbem-8694	69	10	sales	sale	NOUN
fbem-8694	69	11	data	datum	NOUN
fbem-8694	69	12	,	,	PUNCT
fbem-8694	69	13	market	market	NOUN
fbem-8694	69	14	competition	competition	NOUN
fbem-8694	69	15	,	,	PUNCT
fbem-8694	69	16	and	and	CCONJ
fbem-8694	69	17	other	other	ADJ
fbem-8694	69	18	relevant	relevant	ADJ
fbem-8694	69	19	factors	factor	NOUN
fbem-8694	69	20	to	to	PART
fbem-8694	69	21	predict	predict	VERB
fbem-8694	69	22	sales	sale	NOUN
fbem-8694	69	23	and	and	CCONJ
fbem-8694	69	24	profits	profit	NOUN
fbem-8694	69	25	under	under	ADP
fbem-8694	69	26	different	different	ADJ
fbem-8694	69	27	pricing	pricing	NOUN
fbem-8694	69	28	strategies	strategy	NOUN
fbem-8694	69	29	.	.	PUNCT
fbem-8694	70	1	this	this	PRON
fbem-8694	70	2	enables	enable	VERB
fbem-8694	70	3	businesses	business	NOUN
fbem-8694	70	4	to	to	PART
fbem-8694	70	5	identify	identify	VERB
fbem-8694	70	6	the	the	DET
fbem-8694	70	7	optimal	optimal	ADJ
fbem-8694	70	8	pricing	pricing	NOUN
fbem-8694	70	9	strategy	strategy	NOUN
fbem-8694	70	10	.	.	PUNCT
fbem-8694	71	1	below	below	ADP
fbem-8694	71	2	are	be	AUX
fbem-8694	71	3	several	several	ADJ
fbem-8694	71	4	machine	machine	NOUN
fbem-8694	71	5	learning	learn	VERB
fbem-8694	71	6	algorithms	algorithm	NOUN
fbem-8694	71	7	that	that	PRON
fbem-8694	71	8	can	can	AUX
fbem-8694	71	9	assist	assist	VERB
fbem-8694	71	10	companies	company	NOUN
fbem-8694	71	11	in	in	ADP
fbem-8694	71	12	predicting	predict	VERB
fbem-8694	71	13	sales	sale	NOUN
fbem-8694	71	14	:	:	PUNCT
fbem-8694	71	15	2.2.1	2.2.1	NUM
fbem-8694	71	16	.	.	PUNCT
fbem-8694	72	1	linear	linear	PROPN
fbem-8694	72	2	regression	regression	NOUN
fbem-8694	72	3	a	a	DET
fbem-8694	72	4	supervised	supervised	ADJ
fbem-8694	72	5	learning	learning	NOUN
fbem-8694	72	6	algorithm	algorithm	NOUN
fbem-8694	72	7	used	use	VERB
fbem-8694	72	8	to	to	PART
fbem-8694	72	9	establish	establish	VERB
fbem-8694	72	10	a	a	DET
fbem-8694	72	11	linear	linear	ADJ
fbem-8694	72	12	relationship	relationship	NOUN
fbem-8694	72	13	between	between	ADP
fbem-8694	72	14	the	the	DET
fbem-8694	72	15	dependent	dependent	ADJ
fbem-8694	72	16	variable	variable	NOUN
fbem-8694	72	17	(	(	PUNCT
fbem-8694	72	18	sales	sale	NOUN
fbem-8694	72	19	)	)	PUNCT
fbem-8694	72	20	and	and	CCONJ
fbem-8694	72	21	one	one	NUM
fbem-8694	72	22	or	or	CCONJ
fbem-8694	72	23	more	more	ADV
fbem-8694	72	24	independent	independent	ADJ
fbem-8694	72	25	variables	variable	NOUN
fbem-8694	72	26	(	(	PUNCT
fbem-8694	72	27	such	such	ADJ
fbem-8694	72	28	as	as	ADP
fbem-8694	72	29	advertising	advertising	NOUN
fbem-8694	72	30	expenditure	expenditure	NOUN
fbem-8694	72	31	,	,	PUNCT
fbem-8694	72	32	pricing	pricing	NOUN
fbem-8694	72	33	,	,	PUNCT
fbem-8694	72	34	or	or	CCONJ
fbem-8694	72	35	seasonality	seasonality	NOUN
fbem-8694	72	36	)	)	PUNCT
fbem-8694	72	37	.	.	PUNCT
fbem-8694	73	1	it	it	PRON
fbem-8694	73	2	predicts	predict	VERB
fbem-8694	73	3	sales	sale	NOUN
fbem-8694	73	4	based	base	VERB
fbem-8694	73	5	on	on	ADP
fbem-8694	73	6	the	the	DET
fbem-8694	73	7	input	input	NOUN
fbem-8694	73	8	variables	variable	NOUN
fbem-8694	73	9	'	'	PART
fbem-8694	73	10	linear	linear	NOUN
fbem-8694	73	11	combination[9	combination[9	PROPN
fbem-8694	73	12	]	]	PUNCT
fbem-8694	73	13	.	.	PUNCT
fbem-8694	74	1	2.2.2	2.2.2	X
fbem-8694	74	2	.	.	PUNCT
fbem-8694	74	3	neural	neural	ADJ
fbem-8694	74	4	network	network	NOUN
fbem-8694	74	5	neural	neural	ADJ
fbem-8694	74	6	network	network	NOUN
fbem-8694	74	7	,	,	PUNCT
fbem-8694	74	8	specifically	specifically	ADV
fbem-8694	74	9	deep	deep	ADJ
fbem-8694	74	10	learning	learning	NOUN
fbem-8694	74	11	models	model	NOUN
fbem-8694	74	12	,	,	PUNCT
fbem-8694	74	13	have	have	AUX
fbem-8694	74	14	gained	gain	VERB
fbem-8694	74	15	popularity	popularity	NOUN
fbem-8694	74	16	in	in	ADP
fbem-8694	74	17	sales	sale	NOUN
fbem-8694	74	18	prediction	prediction	NOUN
fbem-8694	74	19	due	due	ADP
fbem-8694	74	20	to	to	ADP
fbem-8694	74	21	their	their	PRON
fbem-8694	74	22	ability	ability	NOUN
fbem-8694	74	23	to	to	PART
fbem-8694	74	24	capture	capture	VERB
fbem-8694	74	25	complex	complex	ADJ
fbem-8694	74	26	patterns	pattern	NOUN
fbem-8694	74	27	in	in	ADP
fbem-8694	74	28	the	the	DET
fbem-8694	74	29	data[10	data[10	NOUN
fbem-8694	74	30	]	]	PUNCT
fbem-8694	74	31	.	.	PUNCT
fbem-8694	75	1	these	these	DET
fbem-8694	75	2	models	model	NOUN
fbem-8694	75	3	consist	consist	VERB
fbem-8694	75	4	of	of	ADP
fbem-8694	75	5	interconnected	interconnected	ADJ
fbem-8694	75	6	layers	layer	NOUN
fbem-8694	75	7	of	of	ADP
fbem-8694	75	8	artificial	artificial	ADJ
fbem-8694	75	9	neurons	neuron	NOUN
fbem-8694	75	10	that	that	PRON
fbem-8694	75	11	learn	learn	VERB
fbem-8694	75	12	hierarchical	hierarchical	ADJ
fbem-8694	75	13	representations	representation	NOUN
fbem-8694	75	14	of	of	ADP
fbem-8694	75	15	the	the	DET
fbem-8694	75	16	input	input	NOUN
fbem-8694	75	17	data	datum	NOUN
fbem-8694	75	18	to	to	PART
fbem-8694	75	19	predict	predict	VERB
fbem-8694	75	20	sales	sale	NOUN
fbem-8694	75	21	.	.	PUNCT
fbem-8694	76	1	2.2.3	2.2.3	NUM
fbem-8694	76	2	.	.	PUNCT
fbem-8694	76	3	time	time	NOUN
fbem-8694	76	4	series	series	PROPN
fbem-8694	76	5	a	a	DET
fbem-8694	76	6	method	method	NOUN
fbem-8694	76	7	for	for	ADP
fbem-8694	76	8	dealing	deal	VERB
fbem-8694	76	9	with	with	ADP
fbem-8694	76	10	time	time	NOUN
fbem-8694	76	11	-	-	PUNCT
fbem-8694	76	12	related	relate	VERB
fbem-8694	76	13	data	datum	NOUN
fbem-8694	76	14	,	,	PUNCT
fbem-8694	76	15	which	which	PRON
fbem-8694	76	16	considers	consider	VERB
fbem-8694	76	17	the	the	DET
fbem-8694	76	18	order	order	NOUN
fbem-8694	76	19	and	and	CCONJ
fbem-8694	76	20	dependence	dependence	NOUN
fbem-8694	76	21	of	of	ADP
fbem-8694	76	22	data	datum	NOUN
fbem-8694	76	23	in	in	ADP
fbem-8694	76	24	time[11	time[11	PROPN
fbem-8694	76	25	]	]	PUNCT
fbem-8694	76	26	.	.	PUNCT
fbem-8694	77	1	for	for	ADP
fbem-8694	77	2	sales	sale	NOUN
fbem-8694	77	3	forecast	forecast	NOUN
fbem-8694	77	4	,	,	PUNCT
fbem-8694	77	5	time	time	NOUN
fbem-8694	77	6	series	series	NOUN
fbem-8694	77	7	analysis	analysis	NOUN
fbem-8694	77	8	can	can	AUX
fbem-8694	77	9	predict	predict	VERB
fbem-8694	77	10	the	the	DET
fbem-8694	77	11	future	future	ADJ
fbem-8694	77	12	sales	sale	NOUN
fbem-8694	77	13	trend	trend	NOUN
fbem-8694	77	14	according	accord	VERB
fbem-8694	77	15	to	to	ADP
fbem-8694	77	16	the	the	DET
fbem-8694	77	17	patterns	pattern	NOUN
fbem-8694	77	18	and	and	CCONJ
fbem-8694	77	19	trends	trend	NOUN
fbem-8694	77	20	of	of	ADP
fbem-8694	77	21	past	past	ADJ
fbem-8694	77	22	sales	sale	NOUN
fbem-8694	77	23	data	datum	NOUN
fbem-8694	77	24	.	.	PUNCT
fbem-8694	78	1	284	284	NUM
fbem-8694	78	2	3	3	NUM
fbem-8694	78	3	.	.	PUNCT
fbem-8694	78	4	results	result	VERB
fbem-8694	78	5	3.1	3.1	NUM
fbem-8694	78	6	.	.	PUNCT
fbem-8694	79	1	data	datum	NOUN
fbem-8694	79	2	source	source	VERB
fbem-8694	79	3	a	a	DET
fbem-8694	79	4	supermarket	supermarket	NOUN
fbem-8694	79	5	's	's	PART
fbem-8694	79	6	dataset	dataset	NOUN
fbem-8694	79	7	comprises	comprise	VERB
fbem-8694	79	8	commodity	commodity	NOUN
fbem-8694	79	9	sales	sale	NOUN
fbem-8694	79	10	data	datum	NOUN
fbem-8694	79	11	spanning	span	VERB
fbem-8694	79	12	from	from	ADP
fbem-8694	79	13	january	january	PROPN
fbem-8694	79	14	1	1	NUM
fbem-8694	79	15	,	,	PUNCT
fbem-8694	79	16	2021	2021	NUM
fbem-8694	79	17	,	,	PUNCT
fbem-8694	79	18	to	to	ADP
fbem-8694	79	19	december	december	PROPN
fbem-8694	79	20	31	31	NUM
fbem-8694	79	21	,	,	PUNCT
fbem-8694	79	22	2022	2022	NUM
fbem-8694	79	23	.	.	PUNCT
fbem-8694	80	1	the	the	DET
fbem-8694	80	2	dataset	dataset	NOUN
fbem-8694	80	3	includes	include	VERB
fbem-8694	80	4	various	various	ADJ
fbem-8694	80	5	variables	variable	NOUN
fbem-8694	80	6	such	such	ADJ
fbem-8694	80	7	as	as	ADP
fbem-8694	80	8	sales	sale	NOUN
fbem-8694	80	9	time	time	NOUN
fbem-8694	80	10	,	,	PUNCT
fbem-8694	80	11	season	season	NOUN
fbem-8694	80	12	,	,	PUNCT
fbem-8694	80	13	payment	payment	NOUN
fbem-8694	80	14	method	method	NOUN
fbem-8694	80	15	,	,	PUNCT
fbem-8694	80	16	satisfaction	satisfaction	NOUN
fbem-8694	80	17	,	,	PUNCT
fbem-8694	80	18	weather	weather	NOUN
fbem-8694	80	19	,	,	PUNCT
fbem-8694	80	20	discount	discount	NOUN
fbem-8694	80	21	,	,	PUNCT
fbem-8694	80	22	retail	retail	ADJ
fbem-8694	80	23	price	price	NOUN
fbem-8694	80	24	,	,	PUNCT
fbem-8694	80	25	and	and	CCONJ
fbem-8694	80	26	sales	sale	NOUN
fbem-8694	80	27	volume	volume	NOUN
fbem-8694	80	28	,	,	PUNCT
fbem-8694	80	29	totaling	total	VERB
fbem-8694	80	30	730	730	NUM
fbem-8694	80	31	data	datum	NOUN
fbem-8694	80	32	points	point	NOUN
fbem-8694	80	33	.	.	PUNCT
fbem-8694	81	1	notably	notably	ADV
fbem-8694	81	2	,	,	PUNCT
fbem-8694	81	3	the	the	DET
fbem-8694	81	4	variables	variable	NOUN
fbem-8694	81	5	of	of	ADP
fbem-8694	81	6	payment	payment	NOUN
fbem-8694	81	7	method	method	NOUN
fbem-8694	81	8	,	,	PUNCT
fbem-8694	81	9	satisfaction	satisfaction	NOUN
fbem-8694	81	10	,	,	PUNCT
fbem-8694	81	11	weather	weather	NOUN
fbem-8694	81	12	,	,	PUNCT
fbem-8694	81	13	and	and	CCONJ
fbem-8694	81	14	discount	discount	NOUN
fbem-8694	81	15	are	be	AUX
fbem-8694	81	16	obtained	obtain	VERB
fbem-8694	81	17	through	through	ADP
fbem-8694	81	18	customer	customer	NOUN
fbem-8694	81	19	surveys	survey	NOUN
fbem-8694	81	20	,	,	PUNCT
fbem-8694	81	21	representing	represent	VERB
fbem-8694	81	22	subjective	subjective	ADJ
fbem-8694	81	23	factors	factor	NOUN
fbem-8694	81	24	based	base	VERB
fbem-8694	81	25	on	on	ADP
fbem-8694	81	26	customer	customer	NOUN
fbem-8694	81	27	perceptions	perception	NOUN
fbem-8694	81	28	.	.	PUNCT
fbem-8694	82	1	the	the	DET
fbem-8694	82	2	provided	provide	VERB
fbem-8694	82	3	information	information	NOUN
fbem-8694	82	4	is	be	AUX
fbem-8694	82	5	presented	present	VERB
fbem-8694	82	6	in	in	ADP
fbem-8694	82	7	the	the	DET
fbem-8694	82	8	following	follow	VERB
fbem-8694	82	9	table	table	NOUN
fbem-8694	82	10	1	1	NUM
fbem-8694	82	11	,	,	PUNCT
fbem-8694	82	12	structured	structure	VERB
fbem-8694	82	13	in	in	ADP
fbem-8694	82	14	a	a	DET
fbem-8694	82	15	tabular	tabular	ADJ
fbem-8694	82	16	data	data	NOUN
fbem-8694	82	17	format	format	NOUN
fbem-8694	82	18	.	.	PUNCT
fbem-8694	83	1	the	the	DET
fbem-8694	83	2	dataset	dataset	NOUN
fbem-8694	83	3	includes	include	VERB
fbem-8694	83	4	the	the	DET
fbem-8694	83	5	following	follow	VERB
fbem-8694	83	6	field	field	NOUN
fbem-8694	83	7	descriptions	description	NOUN
fbem-8694	83	8	:	:	PUNCT
fbem-8694	83	9	sales	sale	NOUN
fbem-8694	83	10	time	time	NOUN
fbem-8694	83	11	(	(	PUNCT
fbem-8694	83	12	st	st	PROPN
fbem-8694	83	13	):	):	PUNCT
fbem-8694	83	14	the	the	DET
fbem-8694	83	15	timestamp	timestamp	NOUN
fbem-8694	83	16	or	or	CCONJ
fbem-8694	83	17	date	date	NOUN
fbem-8694	83	18	when	when	SCONJ
fbem-8694	83	19	the	the	DET
fbem-8694	83	20	sales	sale	NOUN
fbem-8694	83	21	transaction	transaction	NOUN
fbem-8694	83	22	takes	take	VERB
fbem-8694	83	23	place	place	NOUN
fbem-8694	83	24	.	.	PUNCT
fbem-8694	84	1	season	season	NOUN
fbem-8694	84	2	(	(	PUNCT
fbem-8694	84	3	ss	ss	NOUN
fbem-8694	84	4	):	):	PUNCT
fbem-8694	84	5	the	the	DET
fbem-8694	84	6	specific	specific	ADJ
fbem-8694	84	7	season	season	NOUN
fbem-8694	84	8	during	during	ADP
fbem-8694	84	9	which	which	PRON
fbem-8694	84	10	the	the	DET
fbem-8694	84	11	sales	sale	NOUN
fbem-8694	84	12	transactions	transaction	NOUN
fbem-8694	84	13	occur	occur	VERB
fbem-8694	84	14	,	,	PUNCT
fbem-8694	84	15	such	such	ADJ
fbem-8694	84	16	as	as	ADP
fbem-8694	84	17	spring	spring	NOUN
fbem-8694	84	18	,	,	PUNCT
fbem-8694	84	19	summer	summer	NOUN
fbem-8694	84	20	,	,	PUNCT
fbem-8694	84	21	autumn	autumn	NOUN
fbem-8694	84	22	,	,	PUNCT
fbem-8694	84	23	or	or	CCONJ
fbem-8694	84	24	winter	winter	NOUN
fbem-8694	84	25	.	.	PUNCT
fbem-8694	85	1	payment	payment	NOUN
fbem-8694	85	2	method	method	NOUN
fbem-8694	85	3	(	(	PUNCT
fbem-8694	85	4	pm	pm	NOUN
fbem-8694	85	5	):	):	PUNCT
fbem-8694	85	6	the	the	DET
fbem-8694	85	7	method	method	NOUN
fbem-8694	85	8	employed	employ	VERB
fbem-8694	85	9	by	by	ADP
fbem-8694	85	10	customers	customer	NOUN
fbem-8694	85	11	to	to	PART
fbem-8694	85	12	complete	complete	VERB
fbem-8694	85	13	their	their	PRON
fbem-8694	85	14	payment	payment	NOUN
fbem-8694	85	15	for	for	ADP
fbem-8694	85	16	the	the	DET
fbem-8694	85	17	purchased	purchase	VERB
fbem-8694	85	18	items	item	NOUN
fbem-8694	85	19	.	.	PUNCT
fbem-8694	86	1	satisfaction	satisfaction	NOUN
fbem-8694	86	2	(	(	PUNCT
fbem-8694	86	3	sat	sit	VERB
fbem-8694	86	4	):	):	PUNCT
fbem-8694	86	5	the	the	DET
fbem-8694	86	6	level	level	NOUN
fbem-8694	86	7	of	of	ADP
fbem-8694	86	8	customer	customer	NOUN
fbem-8694	86	9	satisfaction	satisfaction	NOUN
fbem-8694	86	10	with	with	ADP
fbem-8694	86	11	their	their	PRON
fbem-8694	86	12	shopping	shopping	NOUN
fbem-8694	86	13	experience	experience	NOUN
fbem-8694	86	14	.	.	PUNCT
fbem-8694	87	1	weather	weather	NOUN
fbem-8694	87	2	(	(	PUNCT
fbem-8694	87	3	wt	wt	NOUN
fbem-8694	87	4	):	):	PUNCT
fbem-8694	87	5	the	the	DET
fbem-8694	87	6	prevailing	prevail	VERB
fbem-8694	87	7	weather	weather	NOUN
fbem-8694	87	8	conditions	condition	NOUN
fbem-8694	87	9	at	at	ADP
fbem-8694	87	10	the	the	DET
fbem-8694	87	11	time	time	NOUN
fbem-8694	87	12	of	of	ADP
fbem-8694	87	13	the	the	DET
fbem-8694	87	14	sales	sale	NOUN
fbem-8694	87	15	transactions	transaction	NOUN
fbem-8694	87	16	.	.	PUNCT
fbem-8694	88	1	discount	discount	NOUN
fbem-8694	88	2	(	(	PUNCT
fbem-8694	88	3	dc	dc	PROPN
fbem-8694	88	4	):	):	PUNCT
fbem-8694	88	5	the	the	DET
fbem-8694	88	6	degree	degree	NOUN
fbem-8694	88	7	or	or	CCONJ
fbem-8694	88	8	extent	extent	NOUN
fbem-8694	88	9	of	of	ADP
fbem-8694	88	10	discount	discount	NOUN
fbem-8694	88	11	provided	provide	VERB
fbem-8694	88	12	to	to	ADP
fbem-8694	88	13	customers	customer	NOUN
fbem-8694	88	14	.	.	PUNCT
fbem-8694	89	1	price	price	NOUN
fbem-8694	89	2	(	(	PUNCT
fbem-8694	89	3	pc	pc	NOUN
fbem-8694	89	4	):	):	PUNCT
fbem-8694	89	5	the	the	DET
fbem-8694	89	6	original	original	ADJ
fbem-8694	89	7	price	price	NOUN
fbem-8694	89	8	of	of	ADP
fbem-8694	89	9	the	the	DET
fbem-8694	89	10	goods	good	NOUN
fbem-8694	89	11	before	before	SCONJ
fbem-8694	89	12	any	any	DET
fbem-8694	89	13	discount	discount	NOUN
fbem-8694	89	14	is	be	AUX
fbem-8694	89	15	applied	apply	VERB
fbem-8694	89	16	.	.	PUNCT
fbem-8694	90	1	quantity	quantity	NOUN
fbem-8694	90	2	(	(	PUNCT
fbem-8694	90	3	pt	pt	NOUN
fbem-8694	90	4	):	):	PUNCT
fbem-8694	90	5	the	the	DET
fbem-8694	90	6	quantity	quantity	NOUN
fbem-8694	90	7	or	or	CCONJ
fbem-8694	90	8	number	number	NOUN
fbem-8694	90	9	of	of	ADP
fbem-8694	90	10	units	unit	NOUN
fbem-8694	90	11	sold	sell	VERB
fbem-8694	90	12	for	for	ADP
fbem-8694	90	13	the	the	DET
fbem-8694	90	14	corresponding	corresponding	ADJ
fbem-8694	90	15	goods	good	NOUN
fbem-8694	90	16	.	.	PUNCT
fbem-8694	91	1	the	the	DET
fbem-8694	91	2	table	table	NOUN
fbem-8694	91	3	1	1	NUM
fbem-8694	91	4	presents	present	NOUN
fbem-8694	91	5	data	datum	NOUN
fbem-8694	91	6	pertaining	pertain	VERB
fbem-8694	91	7	to	to	PART
fbem-8694	91	8	pm	pm	VERB
fbem-8694	91	9	,	,	PUNCT
fbem-8694	91	10	sat	sit	VERB
fbem-8694	91	11	,	,	PUNCT
fbem-8694	91	12	wt	wt	ADP
fbem-8694	91	13	,	,	PUNCT
fbem-8694	91	14	and	and	CCONJ
fbem-8694	91	15	dc	dc	PROPN
fbem-8694	91	16	,	,	PUNCT
fbem-8694	91	17	acquired	acquire	VERB
fbem-8694	91	18	through	through	ADP
fbem-8694	91	19	post	post	ADJ
fbem-8694	91	20	-	-	ADJ
fbem-8694	91	21	purchase	purchase	ADJ
fbem-8694	91	22	customer	customer	NOUN
fbem-8694	91	23	surveys	survey	NOUN
fbem-8694	91	24	.	.	PUNCT
fbem-8694	92	1	the	the	DET
fbem-8694	92	2	data	datum	NOUN
fbem-8694	92	3	is	be	AUX
fbem-8694	92	4	collected	collect	VERB
fbem-8694	92	5	using	use	VERB
fbem-8694	92	6	the	the	DET
fbem-8694	92	7	likert	likert	ADJ
fbem-8694	92	8	scale	scale	NOUN
fbem-8694	92	9	,	,	PUNCT
fbem-8694	92	10	comprising	comprise	VERB
fbem-8694	92	11	five	five	NUM
fbem-8694	92	12	response	response	NOUN
fbem-8694	92	13	options	option	NOUN
fbem-8694	92	14	.	.	PUNCT
fbem-8694	93	1	the	the	DET
fbem-8694	93	2	scoring	scoring	NOUN
fbem-8694	93	3	ranges	range	VERB
fbem-8694	93	4	from	from	ADP
fbem-8694	93	5	1	1	NUM
fbem-8694	93	6	to	to	ADP
fbem-8694	93	7	5	5	NUM
fbem-8694	93	8	,	,	PUNCT
fbem-8694	93	9	representing	represent	VERB
fbem-8694	93	10	the	the	DET
fbem-8694	93	11	levels	level	NOUN
fbem-8694	93	12	of	of	ADP
fbem-8694	93	13	dissatisfaction	dissatisfaction	NOUN
fbem-8694	93	14	,	,	PUNCT
fbem-8694	93	15	below	below	ADP
fbem-8694	93	16	average	average	ADJ
fbem-8694	93	17	satisfaction	satisfaction	NOUN
fbem-8694	93	18	,	,	PUNCT
fbem-8694	93	19	average	average	ADJ
fbem-8694	93	20	satisfaction	satisfaction	NOUN
fbem-8694	93	21	,	,	PUNCT
fbem-8694	93	22	above	above	ADP
fbem-8694	93	23	average	average	ADJ
fbem-8694	93	24	satisfaction	satisfaction	NOUN
fbem-8694	93	25	,	,	PUNCT
fbem-8694	93	26	and	and	CCONJ
fbem-8694	93	27	high	high	ADJ
fbem-8694	93	28	satisfaction	satisfaction	NOUN
fbem-8694	93	29	.	.	PUNCT
fbem-8694	94	1	table	table	NOUN
fbem-8694	94	2	1	1	NUM
fbem-8694	94	3	.	.	PUNCT
fbem-8694	94	4	numeric	numeric	PROPN
fbem-8694	94	5	field	field	NOUN
fbem-8694	94	6	st	st	PROPN
fbem-8694	95	1	ss	ss	PROPN
fbem-8694	95	2	pm	pm	NOUN
fbem-8694	95	3	sat	sit	VERB
fbem-8694	95	4	wt	wt	PROPN
fbem-8694	95	5	dc	dc	PROPN
fbem-8694	95	6	pc	pc	NOUN
fbem-8694	95	7	pt	pt	NOUN
fbem-8694	96	1	2021/1/1	2021/1/1	NOUN
fbem-8694	96	2	1	1	NUM
fbem-8694	96	3	1	1	NUM
fbem-8694	96	4	3	3	NUM
fbem-8694	96	5	2	2	NUM
fbem-8694	96	6	2	2	NUM
fbem-8694	96	7	20.5	20.5	NUM
fbem-8694	96	8	11	11	NUM
fbem-8694	96	9	2021/1/2	2021/1/2	NUM
fbem-8694	96	10	1	1	NUM
fbem-8694	96	11	1	1	NUM
fbem-8694	96	12	3	3	NUM
fbem-8694	96	13	2	2	NUM
fbem-8694	96	14	1	1	NUM
fbem-8694	96	15	20.5	20.5	NUM
fbem-8694	96	16	9	9	NUM
fbem-8694	96	17	:	:	PUNCT
fbem-8694	96	18	:	:	PUNCT
fbem-8694	96	19	:	:	PUNCT
fbem-8694	96	20	:	:	PUNCT
fbem-8694	96	21	:	:	PUNCT
fbem-8694	96	22	:	:	PUNCT
fbem-8694	96	23	:	:	PUNCT
fbem-8694	96	24	:	:	PUNCT
fbem-8694	96	25	2021/4/5	2021/4/5	NUM
fbem-8694	96	26	2	2	NUM
fbem-8694	96	27	3	3	NUM
fbem-8694	96	28	5	5	NUM
fbem-8694	96	29	4	4	NUM
fbem-8694	96	30	3	3	NUM
fbem-8694	96	31	18.5	18.5	NUM
fbem-8694	96	32	18	18	NUM
fbem-8694	96	33	:	:	PUNCT
fbem-8694	96	34	:	:	PUNCT
fbem-8694	96	35	:	:	PUNCT
fbem-8694	96	36	:	:	PUNCT
fbem-8694	96	37	:	:	PUNCT
fbem-8694	96	38	:	:	PUNCT
fbem-8694	96	39	:	:	PUNCT
fbem-8694	96	40	:	:	PUNCT
fbem-8694	96	41	2021/10/2	2021/10/2	NUM
fbem-8694	96	42	4	4	NUM
fbem-8694	96	43	3	3	NUM
fbem-8694	96	44	4	4	NUM
fbem-8694	96	45	3	3	NUM
fbem-8694	96	46	4	4	NUM
fbem-8694	96	47	17.5	17.5	NUM
fbem-8694	96	48	17	17	NUM
fbem-8694	96	49	:	:	PUNCT
fbem-8694	96	50	:	:	PUNCT
fbem-8694	96	51	:	:	PUNCT
fbem-8694	96	52	:	:	PUNCT
fbem-8694	96	53	:	:	PUNCT
fbem-8694	96	54	:	:	PUNCT
fbem-8694	96	55	:	:	PUNCT
fbem-8694	96	56	:	:	PUNCT
fbem-8694	96	57	2022/4/10	2022/4/10	NUM
fbem-8694	96	58	2	2	NUM
fbem-8694	96	59	4	4	NUM
fbem-8694	96	60	3	3	NUM
fbem-8694	96	61	4	4	NUM
fbem-8694	96	62	3	3	NUM
fbem-8694	96	63	19.5	19.5	NUM
fbem-8694	96	64	16	16	NUM
fbem-8694	96	65	:	:	PUNCT
fbem-8694	96	66	:	:	PUNCT
fbem-8694	96	67	:	:	PUNCT
fbem-8694	96	68	:	:	PUNCT
fbem-8694	96	69	:	:	PUNCT
fbem-8694	96	70	:	:	PUNCT
fbem-8694	96	71	:	:	PUNCT
fbem-8694	96	72	:	:	PUNCT
fbem-8694	96	73	2022/12/31	2022/12/31	NUM
fbem-8694	96	74	4	4	NUM
fbem-8694	96	75	3	3	NUM
fbem-8694	96	76	3	3	NUM
fbem-8694	96	77	4	4	NUM
fbem-8694	96	78	5	5	NUM
fbem-8694	96	79	19	19	NUM
fbem-8694	96	80	26	26	NUM
fbem-8694	96	81	3.2	3.2	NUM
fbem-8694	96	82	.	.	PUNCT
fbem-8694	97	1	algorithm	algorithm	NOUN
fbem-8694	97	2	model	model	NOUN
fbem-8694	97	3	table	table	NOUN
fbem-8694	97	4	2	2	NUM
fbem-8694	97	5	.	.	PUNCT
fbem-8694	97	6	performance	performance	NOUN
fbem-8694	97	7	comparison	comparison	NOUN
fbem-8694	97	8	of	of	ADP
fbem-8694	97	9	various	various	ADJ
fbem-8694	97	10	algorithms	algorithm	NOUN
fbem-8694	97	11	i	i	PROPN
fbem-8694	97	12	d	d	PROPN
fbem-8694	97	13	model	model	NOUN
fbem-8694	97	14	r2	r2	PROPN
fbem-8694	97	15	1	1	NUM
fbem-8694	97	16	adaboost	adaboost	ADV
fbem-8694	97	17	regressor	regressor	NOUN
fbem-8694	97	18	86	86	NUM
fbem-8694	97	19	%	%	NOUN
fbem-8694	97	20	2	2	NUM
fbem-8694	97	21	bp	bp	PROPN
fbem-8694	97	22	neutral	neutral	ADJ
fbem-8694	97	23	network	network	NOUN
fbem-8694	97	24	93	93	NUM
fbem-8694	97	25	%	%	NOUN
fbem-8694	97	26	in	in	ADP
fbem-8694	97	27	table	table	NOUN
fbem-8694	97	28	2	2	NUM
fbem-8694	97	29	,	,	PUNCT
fbem-8694	97	30	the	the	DET
fbem-8694	97	31	neural	neural	ADJ
fbem-8694	97	32	network	network	NOUN
fbem-8694	97	33	algorithm	algorithm	NOUN
fbem-8694	97	34	outperforms	outperform	VERB
fbem-8694	97	35	the	the	DET
fbem-8694	97	36	regression	regression	NOUN
fbem-8694	97	37	algorithm	algorithm	NOUN
fbem-8694	97	38	on	on	ADP
fbem-8694	97	39	the	the	DET
fbem-8694	97	40	same	same	ADJ
fbem-8694	97	41	dataset	dataset	NOUN
fbem-8694	97	42	.	.	PUNCT
fbem-8694	98	1	one	one	NUM
fbem-8694	98	2	of	of	ADP
fbem-8694	98	3	the	the	DET
fbem-8694	98	4	reasons	reason	NOUN
fbem-8694	98	5	for	for	ADP
fbem-8694	98	6	this	this	PRON
fbem-8694	98	7	is	be	AUX
fbem-8694	98	8	the	the	DET
fbem-8694	98	9	inclusion	inclusion	NOUN
fbem-8694	98	10	of	of	ADP
fbem-8694	98	11	subjective	subjective	ADJ
fbem-8694	98	12	factors	factor	NOUN
fbem-8694	98	13	of	of	ADP
fbem-8694	98	14	customers	customer	NOUN
fbem-8694	98	15	in	in	ADP
fbem-8694	98	16	addition	addition	NOUN
fbem-8694	98	17	to	to	ADP
fbem-8694	98	18	the	the	DET
fbem-8694	98	19	historical	historical	ADJ
fbem-8694	98	20	sales	sale	NOUN
fbem-8694	98	21	volume	volume	NOUN
fbem-8694	98	22	.	.	PUNCT
fbem-8694	99	1	these	these	DET
fbem-8694	99	2	factors	factor	NOUN
fbem-8694	99	3	are	be	AUX
fbem-8694	99	4	considered	consider	VERB
fbem-8694	99	5	exogenous	exogenous	ADJ
fbem-8694	99	6	variables	variable	NOUN
fbem-8694	99	7	,	,	PUNCT
fbem-8694	99	8	and	and	CCONJ
fbem-8694	99	9	they	they	PRON
fbem-8694	99	10	do	do	AUX
fbem-8694	99	11	not	not	PART
fbem-8694	99	12	follow	follow	VERB
fbem-8694	99	13	a	a	DET
fbem-8694	99	14	linear	linear	ADJ
fbem-8694	99	15	distribution	distribution	NOUN
fbem-8694	99	16	under	under	ADP
fbem-8694	99	17	certain	certain	ADJ
fbem-8694	99	18	conditions	condition	NOUN
fbem-8694	99	19	.	.	PUNCT
fbem-8694	100	1	consequently	consequently	ADV
fbem-8694	100	2	,	,	PUNCT
fbem-8694	100	3	the	the	DET
fbem-8694	100	4	neural	neural	ADJ
fbem-8694	100	5	network	network	NOUN
fbem-8694	100	6	algorithm	algorithm	NOUN
fbem-8694	100	7	performs	perform	VERB
fbem-8694	100	8	better	well	ADV
fbem-8694	100	9	,	,	PUNCT
fbem-8694	100	10	as	as	SCONJ
fbem-8694	100	11	it	it	PRON
fbem-8694	100	12	can	can	AUX
fbem-8694	100	13	capture	capture	VERB
fbem-8694	100	14	the	the	DET
fbem-8694	100	15	non	non	ADJ
fbem-8694	100	16	-	-	ADJ
fbem-8694	100	17	linear	linear	ADJ
fbem-8694	100	18	relationships	relationship	NOUN
fbem-8694	100	19	between	between	ADP
fbem-8694	100	20	these	these	DET
fbem-8694	100	21	variables	variable	NOUN
fbem-8694	100	22	and	and	CCONJ
fbem-8694	100	23	the	the	DET
fbem-8694	100	24	target	target	NOUN
fbem-8694	100	25	variable	variable	NOUN
fbem-8694	100	26	.	.	PUNCT
fbem-8694	101	1	both	both	CCONJ
fbem-8694	101	2	the	the	DET
fbem-8694	101	3	neural	neural	ADJ
fbem-8694	101	4	network	network	NOUN
fbem-8694	101	5	and	and	CCONJ
fbem-8694	101	6	regression	regression	NOUN
fbem-8694	101	7	algorithms	algorithm	NOUN
fbem-8694	101	8	can	can	AUX
fbem-8694	101	9	serve	serve	VERB
fbem-8694	101	10	as	as	ADP
fbem-8694	101	11	interfaces	interface	NOUN
fbem-8694	101	12	to	to	PART
fbem-8694	101	13	connect	connect	VERB
fbem-8694	101	14	to	to	ADP
fbem-8694	101	15	the	the	DET
fbem-8694	101	16	enterprise	enterprise	NOUN
fbem-8694	101	17	management	management	NOUN
fbem-8694	101	18	system	system	NOUN
fbem-8694	101	19	.	.	PUNCT
fbem-8694	102	1	by	by	ADP
fbem-8694	102	2	continuously	continuously	ADV
fbem-8694	102	3	training	train	VERB
fbem-8694	102	4	these	these	DET
fbem-8694	102	5	algorithms	algorithm	NOUN
fbem-8694	102	6	,	,	PUNCT
fbem-8694	102	7	an	an	DET
fbem-8694	102	8	optimal	optimal	ADJ
fbem-8694	102	9	algorithm	algorithm	NOUN
fbem-8694	102	10	can	can	AUX
fbem-8694	102	11	be	be	AUX
fbem-8694	102	12	developed	develop	VERB
fbem-8694	102	13	.	.	PUNCT
fbem-8694	103	1	furthermore	furthermore	ADV
fbem-8694	103	2	,	,	PUNCT
fbem-8694	103	3	other	other	ADJ
fbem-8694	103	4	algorithms	algorithm	NOUN
fbem-8694	103	5	can	can	AUX
fbem-8694	103	6	be	be	AUX
fbem-8694	103	7	added	add	VERB
fbem-8694	103	8	iteratively	iteratively	ADV
fbem-8694	103	9	to	to	ADP
fbem-8694	103	10	the	the	DET
fbem-8694	103	11	system	system	NOUN
fbem-8694	103	12	,	,	PUNCT
fbem-8694	103	13	enhancing	enhance	VERB
fbem-8694	103	14	the	the	DET
fbem-8694	103	15	predictive	predictive	ADJ
fbem-8694	103	16	ability	ability	NOUN
fbem-8694	103	17	of	of	ADP
fbem-8694	103	18	the	the	DET
fbem-8694	103	19	entire	entire	ADJ
fbem-8694	103	20	management	management	NOUN
fbem-8694	103	21	system	system	NOUN
fbem-8694	103	22	.	.	PUNCT
fbem-8694	104	1	this	this	DET
fbem-8694	104	2	iterative	iterative	NOUN
fbem-8694	104	3	process	process	NOUN
fbem-8694	104	4	allows	allow	VERB
fbem-8694	104	5	for	for	ADP
fbem-8694	104	6	continuous	continuous	ADJ
fbem-8694	104	7	optimization	optimization	NOUN
fbem-8694	104	8	and	and	CCONJ
fbem-8694	104	9	improvement	improvement	NOUN
fbem-8694	104	10	of	of	ADP
fbem-8694	104	11	the	the	DET
fbem-8694	104	12	predictive	predictive	ADJ
fbem-8694	104	13	capabilities	capability	NOUN
fbem-8694	104	14	.	.	PUNCT
fbem-8694	105	1	3.3	3.3	NUM
fbem-8694	105	2	.	.	PUNCT
fbem-8694	105	3	integrated	integrate	VERB
fbem-8694	105	4	system	system	NOUN
fbem-8694	105	5	in	in	ADP
fbem-8694	105	6	order	order	NOUN
fbem-8694	105	7	to	to	PART
fbem-8694	105	8	integrate	integrate	VERB
fbem-8694	105	9	various	various	ADJ
fbem-8694	105	10	commodity	commodity	NOUN
fbem-8694	105	11	sales	sale	NOUN
fbem-8694	105	12	forecasting	forecasting	NOUN
fbem-8694	105	13	algorithms	algorithm	NOUN
fbem-8694	105	14	into	into	ADP
fbem-8694	105	15	an	an	DET
fbem-8694	105	16	enterprise	enterprise	NOUN
fbem-8694	105	17	management	management	NOUN
fbem-8694	105	18	system	system	NOUN
fbem-8694	105	19	through	through	ADP
fbem-8694	105	20	interfaces	interface	NOUN
fbem-8694	105	21	,	,	PUNCT
fbem-8694	105	22	it	it	PRON
fbem-8694	105	23	is	be	AUX
fbem-8694	105	24	essential	essential	ADJ
fbem-8694	105	25	to	to	PART
fbem-8694	105	26	design	design	VERB
fbem-8694	105	27	an	an	DET
fbem-8694	105	28	api	api	NOUN
fbem-8694	105	29	(	(	PUNCT
fbem-8694	105	30	application	application	NOUN
fbem-8694	105	31	programming	programming	NOUN
fbem-8694	105	32	interface	interface	NOUN
fbem-8694	105	33	)	)	PUNCT
fbem-8694	105	34	interface	interface	NOUN
fbem-8694	105	35	that	that	PRON
fbem-8694	105	36	enables	enable	VERB
fbem-8694	105	37	communication	communication	NOUN
fbem-8694	105	38	between	between	ADP
fbem-8694	105	39	the	the	DET
fbem-8694	105	40	system	system	NOUN
fbem-8694	105	41	and	and	CCONJ
fbem-8694	105	42	the	the	DET
fbem-8694	105	43	forecasting	forecasting	NOUN
fbem-8694	105	44	algorithms	algorithm	NOUN
fbem-8694	105	45	.	.	PUNCT
fbem-8694	106	1	the	the	DET
fbem-8694	106	2	api	api	NOUN
fbem-8694	106	3	interface	interface	NOUN
fbem-8694	106	4	defines	define	VERB
fbem-8694	106	5	the	the	DET
fbem-8694	106	6	format	format	NOUN
fbem-8694	106	7	,	,	PUNCT
fbem-8694	106	8	protocol	protocol	NOUN
fbem-8694	106	9	,	,	PUNCT
fbem-8694	106	10	and	and	CCONJ
fbem-8694	106	11	specifications	specification	NOUN
fbem-8694	106	12	for	for	ADP
fbem-8694	106	13	data	data	NOUN
fbem-8694	106	14	transmission	transmission	NOUN
fbem-8694	106	15	.	.	PUNCT
fbem-8694	107	1	commonly	commonly	ADV
fbem-8694	107	2	used	use	VERB
fbem-8694	107	3	api	api	NOUN
fbem-8694	107	4	interface	interface	NOUN
fbem-8694	107	5	technologies	technology	NOUN
fbem-8694	107	6	include	include	VERB
fbem-8694	107	7	restful	restful	ADJ
fbem-8694	107	8	api	api	NOUN
fbem-8694	107	9	and	and	CCONJ
fbem-8694	107	10	graphql	graphql	NOUN
fbem-8694	107	11	.	.	PUNCT
fbem-8694	108	1	the	the	DET
fbem-8694	108	2	integration	integration	NOUN
fbem-8694	108	3	process	process	NOUN
fbem-8694	108	4	involves	involve	VERB
fbem-8694	108	5	writing	write	VERB
fbem-8694	108	6	code	code	NOUN
fbem-8694	108	7	to	to	PART
fbem-8694	108	8	establish	establish	VERB
fbem-8694	108	9	the	the	DET
fbem-8694	108	10	connection	connection	NOUN
fbem-8694	108	11	between	between	ADP
fbem-8694	108	12	the	the	DET
fbem-8694	108	13	enterprise	enterprise	NOUN
fbem-8694	108	14	management	management	NOUN
fbem-8694	108	15	system	system	NOUN
fbem-8694	108	16	and	and	CCONJ
fbem-8694	108	17	the	the	DET
fbem-8694	108	18	forecasting	forecasting	NOUN
fbem-8694	108	19	algorithms	algorithm	NOUN
fbem-8694	108	20	,	,	PUNCT
fbem-8694	108	21	ensuring	ensure	VERB
fbem-8694	108	22	the	the	DET
fbem-8694	108	23	accurate	accurate	ADJ
fbem-8694	108	24	transmission	transmission	NOUN
fbem-8694	108	25	and	and	CCONJ
fbem-8694	108	26	interaction	interaction	NOUN
fbem-8694	108	27	of	of	ADP
fbem-8694	108	28	data	datum	NOUN
fbem-8694	108	29	.	.	PUNCT
fbem-8694	109	1	it	it	PRON
fbem-8694	109	2	is	be	AUX
fbem-8694	109	3	crucial	crucial	ADJ
fbem-8694	109	4	to	to	PART
fbem-8694	109	5	consider	consider	VERB
fbem-8694	109	6	the	the	DET
fbem-8694	109	7	security	security	NOUN
fbem-8694	109	8	,	,	PUNCT
fbem-8694	109	9	stability	stability	NOUN
fbem-8694	109	10	,	,	PUNCT
fbem-8694	109	11	and	and	CCONJ
fbem-8694	109	12	performance	performance	NOUN
fbem-8694	109	13	of	of	ADP
fbem-8694	109	14	the	the	DET
fbem-8694	109	15	system	system	NOUN
fbem-8694	109	16	during	during	ADP
fbem-8694	109	17	the	the	DET
fbem-8694	109	18	integration	integration	NOUN
fbem-8694	109	19	.	.	PUNCT
fbem-8694	110	1	the	the	DET
fbem-8694	110	2	data	data	NOUN
fbem-8694	110	3	transmission	transmission	NOUN
fbem-8694	110	4	and	and	CCONJ
fbem-8694	110	5	processing	processing	NOUN
fbem-8694	110	6	methods	method	NOUN
fbem-8694	110	7	need	need	VERB
fbem-8694	110	8	to	to	PART
fbem-8694	110	9	be	be	AUX
fbem-8694	110	10	determined	determine	VERB
fbem-8694	110	11	,	,	PUNCT
fbem-8694	110	12	which	which	PRON
fbem-8694	110	13	may	may	AUX
fbem-8694	110	14	involve	involve	VERB
fbem-8694	110	15	sending	send	VERB
fbem-8694	110	16	input	input	NOUN
fbem-8694	110	17	data	datum	NOUN
fbem-8694	110	18	to	to	ADP
fbem-8694	110	19	the	the	DET
fbem-8694	110	20	prediction	prediction	NOUN
fbem-8694	110	21	algorithms	algorithm	NOUN
fbem-8694	110	22	and	and	CCONJ
fbem-8694	110	23	retrieving	retrieve	VERB
fbem-8694	110	24	the	the	DET
fbem-8694	110	25	forecasting	forecasting	NOUN
fbem-8694	110	26	results	result	NOUN
fbem-8694	110	27	back	back	ADV
fbem-8694	110	28	to	to	ADP
fbem-8694	110	29	the	the	DET
fbem-8694	110	30	enterprise	enterprise	NOUN
fbem-8694	110	31	management	management	NOUN
fbem-8694	110	32	system	system	NOUN
fbem-8694	110	33	.	.	PUNCT
fbem-8694	111	1	data	datum	NOUN
fbem-8694	111	2	format	format	NOUN
fbem-8694	111	3	conversion	conversion	NOUN
fbem-8694	111	4	,	,	PUNCT
fbem-8694	111	5	encryption	encryption	NOUN
fbem-8694	111	6	,	,	PUNCT
fbem-8694	111	7	and	and	CCONJ
fbem-8694	111	8	compression	compression	NOUN
fbem-8694	111	9	might	might	AUX
fbem-8694	111	10	be	be	AUX
fbem-8694	111	11	necessary	necessary	ADJ
fbem-8694	111	12	during	during	ADP
fbem-8694	111	13	the	the	DET
fbem-8694	111	14	transmission	transmission	NOUN
fbem-8694	111	15	.	.	PUNCT
fbem-8694	112	1	once	once	SCONJ
fbem-8694	112	2	the	the	DET
fbem-8694	112	3	integration	integration	NOUN
fbem-8694	112	4	of	of	ADP
fbem-8694	112	5	the	the	DET
fbem-8694	112	6	interface	interface	NOUN
fbem-8694	112	7	is	be	AUX
fbem-8694	112	8	completed	complete	VERB
fbem-8694	112	9	,	,	PUNCT
fbem-8694	112	10	thorough	thorough	ADJ
fbem-8694	112	11	testing	testing	NOUN
fbem-8694	112	12	and	and	CCONJ
fbem-8694	112	13	verification	verification	NOUN
fbem-8694	112	14	are	be	AUX
fbem-8694	112	15	conducted	conduct	VERB
fbem-8694	112	16	.	.	PUNCT
fbem-8694	113	1	this	this	PRON
fbem-8694	113	2	includes	include	VERB
fbem-8694	113	3	unit	unit	NOUN
fbem-8694	113	4	testing	testing	NOUN
fbem-8694	113	5	,	,	PUNCT
fbem-8694	113	6	integration	integration	NOUN
fbem-8694	113	7	testing	testing	NOUN
fbem-8694	113	8	,	,	PUNCT
fbem-8694	113	9	and	and	CCONJ
fbem-8694	113	10	end	end	NOUN
fbem-8694	113	11	-	-	PUNCT
fbem-8694	113	12	to	to	ADP
fbem-8694	113	13	-	-	PUNCT
fbem-8694	113	14	end	end	NOUN
fbem-8694	113	15	testing	testing	NOUN
fbem-8694	113	16	to	to	PART
fbem-8694	113	17	ensure	ensure	VERB
fbem-8694	113	18	the	the	DET
fbem-8694	113	19	correct	correct	ADJ
fbem-8694	113	20	operation	operation	NOUN
fbem-8694	113	21	and	and	CCONJ
fbem-8694	113	22	accuracy	accuracy	NOUN
fbem-8694	113	23	of	of	ADP
fbem-8694	113	24	the	the	DET
fbem-8694	113	25	prediction	prediction	NOUN
fbem-8694	113	26	algorithms	algorithm	NOUN
fbem-8694	113	27	within	within	ADP
fbem-8694	113	28	the	the	DET
fbem-8694	113	29	enterprise	enterprise	NOUN
fbem-8694	113	30	management	management	NOUN
fbem-8694	113	31	system	system	NOUN
fbem-8694	113	32	.	.	PUNCT
fbem-8694	114	1	once	once	SCONJ
fbem-8694	114	2	the	the	DET
fbem-8694	114	3	tests	test	NOUN
fbem-8694	114	4	and	and	CCONJ
fbem-8694	114	5	verification	verification	NOUN
fbem-8694	114	6	pass	pass	NOUN
fbem-8694	114	7	,	,	PUNCT
fbem-8694	114	8	the	the	DET
fbem-8694	114	9	integrated	integrate	VERB
fbem-8694	114	10	prediction	prediction	NOUN
fbem-8694	114	11	algorithms	algorithm	NOUN
fbem-8694	114	12	can	can	AUX
fbem-8694	114	13	be	be	AUX
fbem-8694	114	14	deployed	deploy	VERB
fbem-8694	114	15	in	in	ADP
fbem-8694	114	16	the	the	DET
fbem-8694	114	17	production	production	NOUN
fbem-8694	114	18	environment	environment	NOUN
fbem-8694	114	19	.	.	PUNCT
fbem-8694	115	1	subsequently	subsequently	ADV
fbem-8694	115	2	,	,	PUNCT
fbem-8694	115	3	monitoring	monitoring	NOUN
fbem-8694	115	4	and	and	CCONJ
fbem-8694	115	5	maintenance	maintenance	NOUN
fbem-8694	115	6	are	be	AUX
fbem-8694	115	7	carried	carry	VERB
fbem-8694	115	8	out	out	ADP
fbem-8694	115	9	to	to	PART
fbem-8694	115	10	ensure	ensure	VERB
fbem-8694	115	11	the	the	DET
fbem-8694	115	12	stability	stability	NOUN
fbem-8694	115	13	and	and	CCONJ
fbem-8694	115	14	performance	performance	NOUN
fbem-8694	115	15	of	of	ADP
fbem-8694	115	16	the	the	DET
fbem-8694	115	17	algorithms	algorithm	NOUN
fbem-8694	115	18	.	.	PUNCT
fbem-8694	116	1	over	over	ADP
fbem-8694	116	2	time	time	NOUN
fbem-8694	116	3	,	,	PUNCT
fbem-8694	116	4	as	as	SCONJ
fbem-8694	116	5	business	business	NOUN
fbem-8694	116	6	requirements	requirement	NOUN
fbem-8694	116	7	and	and	CCONJ
fbem-8694	116	8	data	datum	NOUN
fbem-8694	116	9	patterns	pattern	NOUN
fbem-8694	116	10	evolve	evolve	VERB
fbem-8694	116	11	,	,	PUNCT
fbem-8694	116	12	the	the	DET
fbem-8694	116	13	prediction	prediction	NOUN
fbem-8694	116	14	algorithms	algorithm	NOUN
fbem-8694	116	15	may	may	AUX
fbem-8694	116	16	need	need	VERB
fbem-8694	116	17	to	to	PART
fbem-8694	116	18	be	be	AUX
fbem-8694	116	19	updated	update	VERB
fbem-8694	116	20	and	and	CCONJ
fbem-8694	116	21	iterated	iterate	VERB
fbem-8694	116	22	.	.	PUNCT
fbem-8694	117	1	therefore	therefore	ADV
fbem-8694	117	2	,	,	PUNCT
fbem-8694	117	3	it	it	PRON
fbem-8694	117	4	is	be	AUX
fbem-8694	117	5	essential	essential	ADJ
fbem-8694	117	6	to	to	PART
fbem-8694	117	7	establish	establish	VERB
fbem-8694	117	8	a	a	DET
fbem-8694	117	9	corresponding	correspond	VERB
fbem-8694	117	10	update	update	NOUN
fbem-8694	117	11	and	and	CCONJ
fbem-8694	117	12	iteration	iteration	NOUN
fbem-8694	117	13	mechanism	mechanism	NOUN
fbem-8694	117	14	to	to	PART
fbem-8694	117	15	ensure	ensure	VERB
fbem-8694	117	16	the	the	DET
fbem-8694	117	17	seamless	seamless	ADJ
fbem-8694	117	18	integration	integration	NOUN
fbem-8694	117	19	of	of	ADP
fbem-8694	117	20	the	the	DET
fbem-8694	117	21	forecasting	forecasting	NOUN
fbem-8694	117	22	algorithms	algorithm	NOUN
fbem-8694	117	23	and	and	CCONJ
fbem-8694	117	24	the	the	DET
fbem-8694	117	25	enterprise	enterprise	NOUN
fbem-8694	117	26	management	management	NOUN
fbem-8694	117	27	system	system	NOUN
fbem-8694	117	28	.	.	PUNCT
fbem-8694	118	1	by	by	ADP
fbem-8694	118	2	integrating	integrate	VERB
fbem-8694	118	3	the	the	DET
fbem-8694	118	4	forecasting	forecasting	NOUN
fbem-8694	118	5	algorithms	algorithm	NOUN
fbem-8694	118	6	into	into	ADP
fbem-8694	118	7	the	the	DET
fbem-8694	118	8	enterprise	enterprise	NOUN
fbem-8694	118	9	management	management	NOUN
fbem-8694	118	10	system	system	NOUN
fbem-8694	118	11	through	through	ADP
fbem-8694	118	12	interfaces	interface	NOUN
fbem-8694	118	13	,	,	PUNCT
fbem-8694	118	14	businesses	business	NOUN
fbem-8694	118	15	can	can	AUX
fbem-8694	118	16	benefit	benefit	VERB
fbem-8694	118	17	from	from	ADP
fbem-8694	118	18	real	real	ADJ
fbem-8694	118	19	-	-	PUNCT
fbem-8694	118	20	time	time	NOUN
fbem-8694	118	21	insights	insight	NOUN
fbem-8694	118	22	,	,	PUNCT
fbem-8694	118	23	data	datum	NOUN
fbem-8694	118	24	support	support	NOUN
fbem-8694	118	25	,	,	PUNCT
fbem-8694	118	26	and	and	CCONJ
fbem-8694	118	27	accurate	accurate	ADJ
fbem-8694	118	28	predictions	prediction	NOUN
fbem-8694	118	29	.	.	PUNCT
fbem-8694	119	1	this	this	DET
fbem-8694	119	2	integration	integration	NOUN
fbem-8694	119	3	facilitates	facilitate	VERB
fbem-8694	119	4	strategic	strategic	ADJ
fbem-8694	119	5	planning	planning	NOUN
fbem-8694	119	6	,	,	PUNCT
fbem-8694	119	7	sales	sale	NOUN
fbem-8694	119	8	and	and	CCONJ
fbem-8694	119	9	marketing	marketing	NOUN
fbem-8694	119	10	optimization	optimization	NOUN
fbem-8694	119	11	,	,	PUNCT
fbem-8694	119	12	resource	resource	NOUN
fbem-8694	119	13	allocation	allocation	NOUN
fbem-8694	119	14	,	,	PUNCT
fbem-8694	119	15	risk	risk	NOUN
fbem-8694	119	16	management	management	NOUN
fbem-8694	119	17	,	,	PUNCT
fbem-8694	119	18	data	data	NOUN
fbem-8694	119	19	-	-	PUNCT
fbem-8694	119	20	driven	drive	VERB
fbem-8694	119	21	decision	decision	NOUN
fbem-8694	119	22	-	-	PUNCT
fbem-8694	119	23	making	making	NOUN
fbem-8694	119	24	,	,	PUNCT
fbem-8694	119	25	and	and	CCONJ
fbem-8694	119	26	improved	improved	ADJ
fbem-8694	119	27	efficiency	efficiency	NOUN
fbem-8694	119	28	and	and	CCONJ
fbem-8694	119	29	productivity	productivity	NOUN
fbem-8694	119	30	.	.	PUNCT
fbem-8694	120	1	it	it	PRON
fbem-8694	120	2	enables	enable	VERB
fbem-8694	120	3	businesses	business	NOUN
fbem-8694	120	4	to	to	PART
fbem-8694	120	5	adapt	adapt	VERB
fbem-8694	120	6	to	to	ADP
fbem-8694	120	7	market	market	NOUN
fbem-8694	120	8	changes	change	NOUN
fbem-8694	120	9	,	,	PUNCT
fbem-8694	120	10	optimize	optimize	NOUN
fbem-8694	120	11	operations	operation	NOUN
fbem-8694	120	12	,	,	PUNCT
fbem-8694	120	13	and	and	CCONJ
fbem-8694	120	14	achieve	achieve	VERB
fbem-8694	120	15	sustained	sustain	VERB
fbem-8694	120	16	competitive	competitive	ADJ
fbem-8694	120	17	advantages	advantage	NOUN
fbem-8694	120	18	and	and	CCONJ
fbem-8694	120	19	business	business	NOUN
fbem-8694	120	20	growth	growth	NOUN
fbem-8694	120	21	.	.	PUNCT
fbem-8694	121	1	the	the	DET
fbem-8694	121	2	following	follow	VERB
fbem-8694	121	3	figure	figure	NOUN
fbem-8694	121	4	1	1	NUM
fbem-8694	121	5	shows	show	VERB
fbem-8694	121	6	the	the	DET
fbem-8694	121	7	system	system	NOUN
fbem-8694	121	8	framework	framework	NOUN
fbem-8694	121	9	of	of	ADP
fbem-8694	121	10	integrated	integrate	VERB
fbem-8694	121	11	prediction	prediction	NOUN
fbem-8694	121	12	model	model	NOUN
fbem-8694	121	13	algorithm	algorithm	NOUN
fbem-8694	121	14	.	.	PUNCT
fbem-8694	122	1	the	the	DET
fbem-8694	122	2	integration	integration	NOUN
fbem-8694	122	3	of	of	ADP
fbem-8694	122	4	the	the	DET
fbem-8694	122	5	data	datum	NOUN
fbem-8694	122	6	analysis	analysis	NOUN
fbem-8694	122	7	module	module	NOUN
fbem-8694	122	8	and	and	CCONJ
fbem-8694	122	9	machine	machine	NOUN
fbem-8694	122	10	learning	learning	NOUN
fbem-8694	122	11	module	module	NOUN
fbem-8694	122	12	takes	take	VERB
fbem-8694	122	13	place	place	NOUN
fbem-8694	122	14	within	within	ADP
fbem-8694	122	15	the	the	DET
fbem-8694	122	16	business	business	NOUN
fbem-8694	122	17	layer	layer	NOUN
fbem-8694	122	18	of	of	ADP
fbem-8694	122	19	the	the	DET
fbem-8694	122	20	overall	overall	ADJ
fbem-8694	122	21	system	system	NOUN
fbem-8694	122	22	framework	framework	NOUN
fbem-8694	122	23	.	.	PUNCT
fbem-8694	123	1	the	the	DET
fbem-8694	123	2	prediction	prediction	NOUN
fbem-8694	123	3	results	result	NOUN
fbem-8694	123	4	can	can	AUX
fbem-8694	123	5	be	be	AUX
fbem-8694	123	6	output	output	VERB
fbem-8694	123	7	through	through	ADP
fbem-8694	123	8	h5	h5	NOUN
fbem-8694	123	9	,	,	PUNCT
fbem-8694	123	10	providing	provide	VERB
fbem-8694	123	11	decision	decision	NOUN
fbem-8694	123	12	makers	maker	NOUN
fbem-8694	123	13	with	with	ADP
fbem-8694	123	14	access	access	NOUN
fbem-8694	123	15	via	via	ADP
fbem-8694	123	16	both	both	DET
fbem-8694	123	17	pc	pc	NOUN
fbem-8694	123	18	and	and	CCONJ
fbem-8694	123	19	mobile	mobile	ADJ
fbem-8694	123	20	devices	device	NOUN
fbem-8694	123	21	.	.	PUNCT
fbem-8694	124	1	285	285	NUM
fbem-8694	124	2	figure	figure	NOUN
fbem-8694	124	3	1	1	NUM
fbem-8694	124	4	.	.	PUNCT
fbem-8694	125	1	the	the	DET
fbem-8694	125	2	system	system	NOUN
fbem-8694	125	3	framework	framework	NOUN
fbem-8694	125	4	of	of	ADP
fbem-8694	125	5	integrated	integrate	VERB
fbem-8694	125	6	prediction	prediction	NOUN
fbem-8694	125	7	model	model	NOUN
fbem-8694	125	8	algorithm	algorithm	NOUN
fbem-8694	125	9	4	4	NUM
fbem-8694	125	10	.	.	PUNCT
fbem-8694	125	11	conclusion	conclusion	VERB
fbem-8694	125	12	the	the	DET
fbem-8694	125	13	application	application	NOUN
fbem-8694	125	14	of	of	ADP
fbem-8694	125	15	business	business	NOUN
fbem-8694	125	16	intelligence	intelligence	NOUN
fbem-8694	125	17	and	and	CCONJ
fbem-8694	125	18	data	data	NOUN
fbem-8694	125	19	analytics	analytic	NOUN
fbem-8694	125	20	technologies	technology	NOUN
fbem-8694	125	21	not	not	PART
fbem-8694	125	22	only	only	ADV
fbem-8694	125	23	improves	improve	VERB
fbem-8694	125	24	operational	operational	ADJ
fbem-8694	125	25	efficiency	efficiency	NOUN
fbem-8694	125	26	but	but	CCONJ
fbem-8694	125	27	also	also	ADV
fbem-8694	125	28	helps	help	VERB
fbem-8694	125	29	enterprises	enterprise	NOUN
fbem-8694	125	30	grasp	grasp	VERB
fbem-8694	125	31	market	market	NOUN
fbem-8694	125	32	trends	trend	NOUN
fbem-8694	125	33	,	,	PUNCT
fbem-8694	125	34	optimize	optimize	VERB
fbem-8694	125	35	resource	resource	NOUN
fbem-8694	125	36	allocation	allocation	NOUN
fbem-8694	125	37	,	,	PUNCT
fbem-8694	125	38	achieve	achieve	VERB
fbem-8694	125	39	business	business	NOUN
fbem-8694	125	40	growth	growth	NOUN
fbem-8694	125	41	,	,	PUNCT
fbem-8694	125	42	and	and	CCONJ
fbem-8694	125	43	gain	gain	VERB
fbem-8694	125	44	competitive	competitive	ADJ
fbem-8694	125	45	advantage	advantage	NOUN
fbem-8694	125	46	.	.	PUNCT
fbem-8694	126	1	the	the	DET
fbem-8694	126	2	ability	ability	NOUN
fbem-8694	126	3	to	to	PART
fbem-8694	126	4	predict	predict	VERB
fbem-8694	126	5	sales	sale	NOUN
fbem-8694	126	6	volume	volume	NOUN
fbem-8694	126	7	enables	enable	VERB
fbem-8694	126	8	organizations	organization	NOUN
fbem-8694	126	9	to	to	PART
fbem-8694	126	10	better	well	ADV
fbem-8694	126	11	meet	meet	VERB
fbem-8694	126	12	market	market	NOUN
fbem-8694	126	13	demand	demand	NOUN
fbem-8694	126	14	and	and	CCONJ
fbem-8694	126	15	avoid	avoid	VERB
fbem-8694	126	16	overproduction	overproduction	NOUN
fbem-8694	126	17	or	or	CCONJ
fbem-8694	126	18	stockouts	stockout	NOUN
fbem-8694	126	19	.	.	PUNCT
fbem-8694	127	1	furthermore	furthermore	ADV
fbem-8694	127	2	,	,	PUNCT
fbem-8694	127	3	through	through	ADP
fbem-8694	127	4	in	in	ADP
fbem-8694	127	5	-	-	PUNCT
fbem-8694	127	6	depth	depth	NOUN
fbem-8694	127	7	analysis	analysis	NOUN
fbem-8694	127	8	of	of	ADP
fbem-8694	127	9	sales	sale	NOUN
fbem-8694	127	10	data	datum	NOUN
fbem-8694	127	11	and	and	CCONJ
fbem-8694	127	12	relevant	relevant	ADJ
fbem-8694	127	13	factors	factor	NOUN
fbem-8694	127	14	,	,	PUNCT
fbem-8694	127	15	enterprises	enterprise	NOUN
fbem-8694	127	16	can	can	AUX
fbem-8694	127	17	uncover	uncover	VERB
fbem-8694	127	18	information	information	NOUN
fbem-8694	127	19	about	about	ADP
fbem-8694	127	20	product	product	NOUN
fbem-8694	127	21	characteristics	characteristic	NOUN
fbem-8694	127	22	,	,	PUNCT
fbem-8694	127	23	consumer	consumer	NOUN
fbem-8694	127	24	preferences	preference	NOUN
fbem-8694	127	25	,	,	PUNCT
fbem-8694	127	26	and	and	CCONJ
fbem-8694	127	27	market	market	NOUN
fbem-8694	127	28	opportunities	opportunity	NOUN
fbem-8694	127	29	,	,	PUNCT
fbem-8694	127	30	enabling	enable	VERB
fbem-8694	127	31	them	they	PRON
fbem-8694	127	32	to	to	PART
fbem-8694	127	33	adjust	adjust	VERB
fbem-8694	127	34	strategies	strategy	NOUN
fbem-8694	127	35	,	,	PUNCT
fbem-8694	127	36	improve	improve	VERB
fbem-8694	127	37	products	product	NOUN
fbem-8694	127	38	and	and	CCONJ
fbem-8694	127	39	services	service	NOUN
fbem-8694	127	40	,	,	PUNCT
fbem-8694	127	41	and	and	CCONJ
fbem-8694	127	42	enhance	enhance	VERB
fbem-8694	127	43	their	their	PRON
fbem-8694	127	44	market	market	NOUN
fbem-8694	127	45	competitiveness	competitiveness	NOUN
fbem-8694	127	46	.	.	PUNCT
fbem-8694	128	1	business	business	NOUN
fbem-8694	128	2	intelligence	intelligence	NOUN
fbem-8694	128	3	and	and	CCONJ
fbem-8694	128	4	data	data	NOUN
fbem-8694	128	5	analytics	analytic	NOUN
fbem-8694	128	6	technologies	technology	NOUN
fbem-8694	128	7	have	have	VERB
fbem-8694	128	8	significant	significant	ADJ
fbem-8694	128	9	potential	potential	NOUN
fbem-8694	128	10	in	in	ADP
fbem-8694	128	11	improving	improve	VERB
fbem-8694	128	12	operational	operational	ADJ
fbem-8694	128	13	efficiency	efficiency	NOUN
fbem-8694	128	14	and	and	CCONJ
fbem-8694	128	15	strengthening	strengthen	VERB
fbem-8694	128	16	market	market	NOUN
fbem-8694	128	17	competitiveness	competitiveness	NOUN
fbem-8694	128	18	.	.	PUNCT
fbem-8694	129	1	by	by	ADP
fbem-8694	129	2	utilizing	utilize	VERB
fbem-8694	129	3	machine	machine	NOUN
fbem-8694	129	4	learning	learning	NOUN
fbem-8694	129	5	algorithms	algorithm	NOUN
fbem-8694	129	6	,	,	PUNCT
fbem-8694	129	7	particularly	particularly	ADV
fbem-8694	129	8	regression	regression	VERB
fbem-8694	129	9	algorithms	algorithm	NOUN
fbem-8694	129	10	and	and	CCONJ
fbem-8694	129	11	neural	neural	ADJ
fbem-8694	129	12	network	network	NOUN
fbem-8694	129	13	algorithms	algorithm	NOUN
fbem-8694	129	14	,	,	PUNCT
fbem-8694	129	15	in	in	ADP
fbem-8694	129	16	a	a	DET
fbem-8694	129	17	systematic	systematic	ADJ
fbem-8694	129	18	integration	integration	NOUN
fbem-8694	129	19	,	,	PUNCT
fbem-8694	129	20	enterprises	enterprise	NOUN
fbem-8694	129	21	can	can	AUX
fbem-8694	129	22	predict	predict	VERB
fbem-8694	129	23	sales	sale	NOUN
fbem-8694	129	24	volume	volume	NOUN
fbem-8694	129	25	and	and	CCONJ
fbem-8694	129	26	provide	provide	VERB
fbem-8694	129	27	accurate	accurate	ADJ
fbem-8694	129	28	support	support	NOUN
fbem-8694	129	29	to	to	ADP
fbem-8694	129	30	decision	decision	NOUN
fbem-8694	129	31	-	-	PUNCT
fbem-8694	129	32	makers	maker	NOUN
fbem-8694	129	33	.	.	PUNCT
fbem-8694	130	1	however	however	ADV
fbem-8694	130	2	,	,	PUNCT
fbem-8694	130	3	the	the	DET
fbem-8694	130	4	successful	successful	ADJ
fbem-8694	130	5	application	application	NOUN
fbem-8694	130	6	of	of	ADP
fbem-8694	130	7	these	these	DET
fbem-8694	130	8	technologies	technology	NOUN
fbem-8694	130	9	requires	require	VERB
fbem-8694	130	10	a	a	DET
fbem-8694	130	11	comprehensive	comprehensive	ADJ
fbem-8694	130	12	consideration	consideration	NOUN
fbem-8694	130	13	of	of	ADP
fbem-8694	130	14	factors	factor	NOUN
fbem-8694	130	15	such	such	ADJ
fbem-8694	130	16	as	as	ADP
fbem-8694	130	17	data	datum	NOUN
fbem-8694	130	18	quality	quality	NOUN
fbem-8694	130	19	,	,	PUNCT
fbem-8694	130	20	algorithm	algorithm	NOUN
fbem-8694	130	21	selection	selection	NOUN
fbem-8694	130	22	,	,	PUNCT
fbem-8694	130	23	parameter	parameter	NOUN
fbem-8694	130	24	tuning	tuning	NOUN
fbem-8694	130	25	,	,	PUNCT
fbem-8694	130	26	and	and	CCONJ
fbem-8694	130	27	personnel	personnel	NOUN
fbem-8694	130	28	training	training	NOUN
fbem-8694	130	29	.	.	PUNCT
fbem-8694	131	1	only	only	ADV
fbem-8694	131	2	through	through	ADP
fbem-8694	131	3	effective	effective	ADJ
fbem-8694	131	4	implementation	implementation	NOUN
fbem-8694	131	5	and	and	CCONJ
fbem-8694	131	6	coordinated	coordinated	ADJ
fbem-8694	131	7	efforts	effort	NOUN
fbem-8694	131	8	in	in	ADP
fbem-8694	131	9	these	these	DET
fbem-8694	131	10	aspects	aspect	NOUN
fbem-8694	131	11	can	can	AUX
fbem-8694	131	12	enterprises	enterprise	NOUN
fbem-8694	131	13	fully	fully	ADV
fbem-8694	131	14	leverage	leverage	VERB
fbem-8694	131	15	the	the	DET
fbem-8694	131	16	potential	potential	NOUN
fbem-8694	131	17	of	of	ADP
fbem-8694	131	18	business	business	NOUN
fbem-8694	131	19	intelligence	intelligence	NOUN
fbem-8694	131	20	and	and	CCONJ
fbem-8694	131	21	data	data	NOUN
fbem-8694	131	22	analytics	analytic	NOUN
fbem-8694	131	23	technologies	technology	NOUN
fbem-8694	131	24	to	to	PART
fbem-8694	131	25	enhance	enhance	VERB
fbem-8694	131	26	operational	operational	ADJ
fbem-8694	131	27	efficiency	efficiency	NOUN
fbem-8694	131	28	and	and	CCONJ
fbem-8694	131	29	gain	gain	VERB
fbem-8694	131	30	market	market	NOUN
fbem-8694	131	31	competitiveness	competitiveness	NOUN
fbem-8694	131	32	.	.	PUNCT
fbem-8694	132	1	references	reference	NOUN
fbem-8694	132	2	[	[	X
fbem-8694	132	3	1	1	NUM
fbem-8694	132	4	]	]	PUNCT
fbem-8694	132	5	geng	geng	PROPN
fbem-8694	132	6	g	g	PROPN
fbem-8694	132	7	,	,	PUNCT
fbem-8694	132	8	guan	guan	PROPN
fbem-8694	132	9	z.	z.	PROPN
fbem-8694	132	10	application	application	NOUN
fbem-8694	132	11	of	of	ADP
fbem-8694	132	12	capital	capital	NOUN
fbem-8694	132	13	asset	asset	NOUN
fbem-8694	132	14	pricing	pricing	NOUN
fbem-8694	132	15	model	model	NOUN
fbem-8694	132	16	based	base	VERB
fbem-8694	132	17	on	on	ADP
fbem-8694	132	18	bp	bp	PROPN
fbem-8694	132	19	neural	neural	ADJ
fbem-8694	132	20	network	network	NOUN
fbem-8694	132	21	in	in	ADP
fbem-8694	132	22	e	e	PROPN
fbem-8694	132	23	-	-	NOUN
fbem-8694	132	24	commerce	commerce	NOUN
fbem-8694	132	25	financing	financing	NOUN
fbem-8694	133	1	[	[	X
fbem-8694	133	2	j	j	X
fbem-8694	133	3	]	]	X
fbem-8694	133	4	.	.	PUNCT
fbem-8694	134	1	computational	computational	ADJ
fbem-8694	134	2	intelligence	intelligence	NOUN
fbem-8694	134	3	and	and	CCONJ
fbem-8694	134	4	neuroscience	neuroscience	NOUN
fbem-8694	134	5	,	,	PUNCT
fbem-8694	134	6	2022	2022	NUM
fbem-8694	134	7	,	,	PUNCT
fbem-8694	134	8	2022	2022	NUM
fbem-8694	134	9	:	:	PUNCT
fbem-8694	134	10	1	1	NUM
fbem-8694	134	11	–	–	PUNCT
fbem-8694	134	12	10	10	NUM
fbem-8694	134	13	.	.	PUNCT
fbem-8694	135	1	[	[	X
fbem-8694	135	2	2	2	X
fbem-8694	135	3	]	]	X
fbem-8694	135	4	feng	feng	PROPN
fbem-8694	135	5	w.	w.	PROPN
fbem-8694	135	6	sales	sales	PROPN
fbem-8694	135	7	forecast	forecast	NOUN
fbem-8694	135	8	of	of	ADP
fbem-8694	135	9	marketing	marketing	NOUN
fbem-8694	135	10	brand	brand	NOUN
fbem-8694	135	11	based	base	VERB
fbem-8694	135	12	on	on	ADP
fbem-8694	135	13	bp	bp	PROPN
fbem-8694	135	14	neural	neural	ADJ
fbem-8694	135	15	network	network	NOUN
fbem-8694	135	16	model	model	NOUN
fbem-8694	136	1	[	[	X
fbem-8694	136	2	j	j	X
fbem-8694	136	3	]	]	X
fbem-8694	136	4	.	.	PUNCT
fbem-8694	137	1	computational	computational	ADJ
fbem-8694	137	2	intelligence	intelligence	NOUN
fbem-8694	137	3	and	and	CCONJ
fbem-8694	137	4	neuroscience	neuroscience	NOUN
fbem-8694	137	5	,	,	PUNCT
fbem-8694	137	6	2022	2022	NUM
fbem-8694	137	7	,	,	PUNCT
fbem-8694	137	8	2022	2022	NUM
fbem-8694	137	9	:	:	PUNCT
fbem-8694	137	10	1–11	1–11	NOUN
fbem-8694	137	11	.	.	PUNCT
fbem-8694	138	1	[	[	X
fbem-8694	138	2	3	3	X
fbem-8694	138	3	]	]	PUNCT
fbem-8694	138	4	semati	semati	PROPN
fbem-8694	138	5	a	a	PROPN
fbem-8694	138	6	,	,	PUNCT
fbem-8694	138	7	zare	zare	PROPN
fbem-8694	138	8	a	a	X
fbem-8694	138	9	,	,	PUNCT
fbem-8694	138	10	zare	zare	PROPN
fbem-8694	138	11	m	m	PROPN
fbem-8694	138	12	,	,	PUNCT
fbem-8694	138	13	et	et	PROPN
fbem-8694	138	14	al	al	PROPN
fbem-8694	138	15	.	.	PUNCT
fbem-8694	139	1	spatiotemporal	spatiotemporal	ADJ
fbem-8694	139	2	study	study	NOUN
fbem-8694	139	3	of	of	ADP
fbem-8694	139	4	covid-19	covid-19	PROPN
fbem-8694	139	5	in	in	ADP
fbem-8694	139	6	fars	fars	PROPN
fbem-8694	139	7	province	province	PROPN
fbem-8694	139	8	,	,	PUNCT
fbem-8694	139	9	iran	iran	PROPN
fbem-8694	139	10	,	,	PUNCT
fbem-8694	139	11	october	october	PROPN
fbem-8694	139	12	-	-	PUNCT
fbem-8694	139	13	november	november	PROPN
fbem-8694	139	14	2020	2020	NUM
fbem-8694	139	15	:	:	PUNCT
fbem-8694	140	1	establishment	establishment	NOUN
fbem-8694	140	2	of	of	ADP
fbem-8694	140	3	early	early	ADJ
fbem-8694	140	4	warning	warning	NOUN
fbem-8694	140	5	system	system	NOUN
fbem-8694	140	6	[	[	X
fbem-8694	140	7	j	j	X
fbem-8694	140	8	]	]	X
fbem-8694	140	9	.	.	PUNCT
fbem-8694	141	1	canadian	canadian	ADJ
fbem-8694	141	2	journal	journal	PROPN
fbem-8694	141	3	of	of	ADP
fbem-8694	141	4	infectious	infectious	ADJ
fbem-8694	141	5	diseases	disease	NOUN
fbem-8694	141	6	and	and	CCONJ
fbem-8694	141	7	medical	medical	ADJ
fbem-8694	141	8	microbiology	microbiology	NOUN
fbem-8694	141	9	,	,	PUNCT
fbem-8694	141	10	2022	2022	NUM
fbem-8694	141	11	,	,	PUNCT
fbem-8694	141	12	2022	2022	NUM
fbem-8694	141	13	:	:	PUNCT
fbem-8694	141	14	1–12	1–12	NOUN
fbem-8694	141	15	.	.	PUNCT
fbem-8694	142	1	[	[	X
fbem-8694	142	2	4	4	X
fbem-8694	142	3	]	]	PUNCT
fbem-8694	142	4	faúndez	faúndez	PROPN
fbem-8694	142	5	m	m	VERB
fbem-8694	142	6	o	o	NOUN
fbem-8694	142	7	,	,	PUNCT
fbem-8694	142	8	de	de	X
fbem-8694	142	9	la	la	X
fbem-8694	142	10	fuente	fuente	PROPN
fbem-8694	142	11	-	-	PUNCT
fbem-8694	142	12	mella	mella	PROPN
fbem-8694	142	13	h.	h.	PROPN
fbem-8694	142	14	skills	skills	PROPN
fbem-8694	142	15	measurement	measurement	VERB
fbem-8694	142	16	strategic	strategic	ADJ
fbem-8694	142	17	leadership	leadership	NOUN
fbem-8694	142	18	based	base	VERB
fbem-8694	142	19	on	on	ADP
fbem-8694	142	20	knowledge	knowledge	NOUN
fbem-8694	142	21	analytics	analytic	NOUN
fbem-8694	142	22	management	management	NOUN
fbem-8694	142	23	through	through	ADP
fbem-8694	142	24	the	the	DET
fbem-8694	142	25	design	design	NOUN
fbem-8694	142	26	of	of	ADP
fbem-8694	142	27	an	an	DET
fbem-8694	142	28	instrument	instrument	NOUN
fbem-8694	142	29	for	for	ADP
fbem-8694	142	30	business	business	NOUN
fbem-8694	142	31	managers	manager	NOUN
fbem-8694	142	32	of	of	ADP
fbem-8694	142	33	chilean	chilean	ADJ
fbem-8694	142	34	companies	company	NOUN
fbem-8694	143	1	[	[	X
fbem-8694	143	2	j	j	X
fbem-8694	143	3	]	]	X
fbem-8694	143	4	.	.	PUNCT
fbem-8694	144	1	sustainability	sustainability	NOUN
fbem-8694	144	2	,	,	PUNCT
fbem-8694	144	3	2022	2022	NUM
fbem-8694	144	4	,	,	PUNCT
fbem-8694	144	5	14(15	14(15	NUM
fbem-8694	144	6	):	):	PUNCT
fbem-8694	144	7	9299	9299	NUM
fbem-8694	144	8	.	.	PUNCT
fbem-8694	145	1	[	[	X
fbem-8694	145	2	5	5	NUM
fbem-8694	145	3	]	]	PUNCT
fbem-8694	145	4	alqhatani	alqhatani	NOUN
fbem-8694	145	5	a	a	NOUN
fbem-8694	145	6	,	,	PUNCT
fbem-8694	145	7	ashraf	ashraf	PROPN
fbem-8694	145	8	m	m	PROPN
fbem-8694	145	9	s	s	PROPN
fbem-8694	145	10	,	,	PUNCT
fbem-8694	145	11	ferzund	ferzund	PROPN
fbem-8694	145	12	j	j	PROPN
fbem-8694	145	13	,	,	PUNCT
fbem-8694	145	14	et	et	PROPN
fbem-8694	145	15	al	al	PROPN
fbem-8694	145	16	.	.	PROPN
fbem-8694	145	17	360	360	NUM
fbem-8694	145	18	°	°	ADP
fbem-8694	145	19	retail	retail	ADJ
fbem-8694	145	20	business	business	NOUN
fbem-8694	145	21	analytics	analytic	NOUN
fbem-8694	145	22	by	by	ADP
fbem-8694	145	23	adopting	adopt	VERB
fbem-8694	145	24	hybrid	hybrid	ADJ
fbem-8694	145	25	machine	machine	NOUN
fbem-8694	145	26	learning	learning	NOUN
fbem-8694	145	27	and	and	CCONJ
fbem-8694	145	28	a	a	DET
fbem-8694	145	29	business	business	NOUN
fbem-8694	145	30	intelligence	intelligence	NOUN
fbem-8694	145	31	approach	approach	NOUN
fbem-8694	145	32	[	[	X
fbem-8694	145	33	j	j	X
fbem-8694	145	34	]	]	X
fbem-8694	145	35	.	.	PUNCT
fbem-8694	146	1	sustainability	sustainability	NOUN
fbem-8694	146	2	,	,	PUNCT
fbem-8694	146	3	2022	2022	NUM
fbem-8694	146	4	,	,	PUNCT
fbem-8694	146	5	14(19	14(19	NUM
fbem-8694	146	6	):	):	PUNCT
fbem-8694	146	7	11942	11942	NUM
fbem-8694	146	8	.	.	PUNCT
fbem-8694	147	1	[	[	X
fbem-8694	147	2	6	6	NUM
fbem-8694	147	3	]	]	X
fbem-8694	147	4	zhou	zhou	PROPN
fbem-8694	147	5	z	z	PROPN
fbem-8694	147	6	,	,	PUNCT
fbem-8694	147	7	liu	liu	PROPN
fbem-8694	147	8	y	y	PROPN
fbem-8694	147	9	,	,	PUNCT
fbem-8694	147	10	yu	yu	PROPN
fbem-8694	147	11	h	h	NOUN
fbem-8694	147	12	,	,	PUNCT
fbem-8694	147	13	et	et	PROPN
fbem-8694	147	14	al	al	PROPN
fbem-8694	147	15	.	.	PUNCT
fbem-8694	148	1	the	the	DET
fbem-8694	148	2	influence	influence	NOUN
fbem-8694	148	3	of	of	ADP
fbem-8694	148	4	machine	machine	NOUN
fbem-8694	148	5	learningbased	learningbase	VERB
fbem-8694	148	6	knowledge	knowledge	NOUN
fbem-8694	148	7	management	management	NOUN
fbem-8694	148	8	model	model	NOUN
fbem-8694	148	9	on	on	ADP
fbem-8694	148	10	enterprise	enterprise	NOUN
fbem-8694	148	11	organizational	organizational	ADJ
fbem-8694	148	12	capability	capability	NOUN
fbem-8694	148	13	innovation	innovation	NOUN
fbem-8694	148	14	and	and	CCONJ
fbem-8694	148	15	industrial	industrial	ADJ
fbem-8694	148	16	development	development	NOUN
fbem-8694	149	1	[	[	X
fbem-8694	149	2	j	j	X
fbem-8694	149	3	]	]	X
fbem-8694	149	4	.	.	PUNCT
fbem-8694	150	1	plos	plos	PROPN
fbem-8694	150	2	one	one	NUM
fbem-8694	150	3	,	,	PUNCT
fbem-8694	150	4	2020	2020	NUM
fbem-8694	150	5	,	,	PUNCT
fbem-8694	150	6	15(12	15(12	NUM
fbem-8694	150	7	):	):	PUNCT
fbem-8694	150	8	e0242253	e0242253	X
fbem-8694	150	9	.	.	PUNCT
fbem-8694	151	1	[	[	X
fbem-8694	151	2	7	7	X
fbem-8694	151	3	]	]	PUNCT
fbem-8694	151	4	gomes	gome	NOUN
fbem-8694	151	5	p	p	NOUN
fbem-8694	151	6	,	,	PUNCT
fbem-8694	151	7	verçosa	verçosa	PROPN
fbem-8694	151	8	l	l	PROPN
fbem-8694	151	9	,	,	PUNCT
fbem-8694	151	10	melo	melo	PROPN
fbem-8694	151	11	f	f	PROPN
fbem-8694	151	12	,	,	PUNCT
fbem-8694	151	13	et	et	PROPN
fbem-8694	151	14	al	al	PROPN
fbem-8694	151	15	.	.	PUNCT
fbem-8694	151	16	artificial	artificial	ADJ
fbem-8694	151	17	intelligencebased	intelligencebase	VERB
fbem-8694	151	18	methods	method	NOUN
fbem-8694	151	19	for	for	ADP
fbem-8694	151	20	business	business	NOUN
fbem-8694	151	21	processes	process	NOUN
fbem-8694	151	22	:	:	PUNCT
fbem-8694	151	23	a	a	DET
fbem-8694	151	24	systematic	systematic	ADJ
fbem-8694	151	25	literature	literature	NOUN
fbem-8694	151	26	review	review	NOUN
fbem-8694	152	1	[	[	X
fbem-8694	152	2	j	j	X
fbem-8694	152	3	]	]	X
fbem-8694	152	4	.	.	PUNCT
fbem-8694	153	1	applied	apply	VERB
fbem-8694	153	2	sciences	science	NOUN
fbem-8694	153	3	,	,	PUNCT
fbem-8694	153	4	2022	2022	NUM
fbem-8694	153	5	,	,	PUNCT
fbem-8694	153	6	12(5	12(5	NUM
fbem-8694	153	7	):	):	PUNCT
fbem-8694	153	8	2314	2314	NUM
fbem-8694	153	9	.	.	PUNCT
fbem-8694	154	1	286	286	NUM
fbem-8694	154	2	[	[	SYM
fbem-8694	154	3	8	8	NUM
fbem-8694	154	4	]	]	X
fbem-8694	154	5	zineb	zineb	NOUN
fbem-8694	154	6	e	e	PROPN
fbem-8694	154	7	f	f	PROPN
fbem-8694	154	8	,	,	PUNCT
fbem-8694	154	9	najat	najat	PROPN
fbem-8694	154	10	r	r	NOUN
fbem-8694	154	11	,	,	PUNCT
fbem-8694	154	12	jaafar	jaafar	ADJ
fbem-8694	154	13	a.	a.	NOUN
fbem-8694	154	14	an	an	DET
fbem-8694	154	15	intelligent	intelligent	ADJ
fbem-8694	154	16	approach	approach	NOUN
fbem-8694	154	17	for	for	ADP
fbem-8694	154	18	data	datum	NOUN
fbem-8694	154	19	analysis	analysis	NOUN
fbem-8694	154	20	and	and	CCONJ
fbem-8694	154	21	decision	decision	NOUN
fbem-8694	154	22	making	making	NOUN
fbem-8694	154	23	in	in	ADP
fbem-8694	154	24	big	big	ADJ
fbem-8694	154	25	data	datum	NOUN
fbem-8694	154	26	:	:	PUNCT
fbem-8694	154	27	a	a	DET
fbem-8694	154	28	case	case	NOUN
fbem-8694	154	29	study	study	NOUN
fbem-8694	154	30	on	on	ADP
fbem-8694	154	31	e	e	NOUN
fbem-8694	154	32	-	-	NOUN
fbem-8694	154	33	commerce	commerce	NOUN
fbem-8694	154	34	industry	industry	NOUN
fbem-8694	155	1	[	[	X
fbem-8694	155	2	j	j	X
fbem-8694	155	3	]	]	X
fbem-8694	155	4	.	.	PUNCT
fbem-8694	156	1	international	international	ADJ
fbem-8694	156	2	journal	journal	PROPN
fbem-8694	156	3	of	of	ADP
fbem-8694	156	4	advanced	advanced	ADJ
fbem-8694	156	5	computer	computer	NOUN
fbem-8694	156	6	science	science	NOUN
fbem-8694	156	7	and	and	CCONJ
fbem-8694	156	8	applications	application	NOUN
fbem-8694	156	9	,	,	PUNCT
fbem-8694	156	10	2021	2021	NUM
fbem-8694	156	11	,	,	PUNCT
fbem-8694	156	12	12(7	12(7	NUM
fbem-8694	156	13	)	)	PUNCT
fbem-8694	156	14	.	.	PUNCT
fbem-8694	157	1	[	[	X
fbem-8694	157	2	9	9	NUM
fbem-8694	157	3	]	]	X
fbem-8694	157	4	alqudah	alqudah	NOUN
fbem-8694	157	5	h	h	PROPN
fbem-8694	157	6	e	e	PROPN
fbem-8694	157	7	,	,	PUNCT
fbem-8694	157	8	poshdar	poshdar	NOUN
fbem-8694	157	9	m	m	PROPN
fbem-8694	157	10	,	,	PUNCT
fbem-8694	157	11	oyewobi	oyewobi	PROPN
fbem-8694	157	12	l	l	PROPN
fbem-8694	157	13	o	o	NOUN
fbem-8694	157	14	,	,	PUNCT
fbem-8694	157	15	et	et	PROPN
fbem-8694	157	16	al	al	PROPN
fbem-8694	157	17	.	.	PROPN
fbem-8694	157	18	sustaining	sustain	VERB
fbem-8694	157	19	construction	construction	NOUN
fbem-8694	157	20	organisations	organisation	NOUN
fbem-8694	157	21	in	in	ADP
fbem-8694	157	22	nz	nz	NOUN
fbem-8694	157	23	:	:	PUNCT
fbem-8694	157	24	a	a	DET
fbem-8694	157	25	linear	linear	ADJ
fbem-8694	157	26	regression	regression	NOUN
fbem-8694	157	27	model	model	NOUN
fbem-8694	157	28	approach	approach	NOUN
fbem-8694	157	29	to	to	ADP
fbem-8694	157	30	analysing	analyse	VERB
fbem-8694	157	31	determinants	determinant	NOUN
fbem-8694	157	32	of	of	ADP
fbem-8694	157	33	their	their	PRON
fbem-8694	157	34	performance	performance	NOUN
fbem-8694	158	1	[	[	X
fbem-8694	158	2	j	j	X
fbem-8694	158	3	]	]	X
fbem-8694	158	4	.	.	PUNCT
fbem-8694	159	1	sustainability	sustainability	NOUN
fbem-8694	159	2	,	,	PUNCT
fbem-8694	159	3	2023	2023	NUM
fbem-8694	159	4	,	,	PUNCT
fbem-8694	159	5	15(5	15(5	NUM
fbem-8694	159	6	):	):	PUNCT
fbem-8694	159	7	4143	4143	NUM
fbem-8694	159	8	.	.	PUNCT
fbem-8694	160	1	[	[	X
fbem-8694	160	2	10	10	NUM
fbem-8694	160	3	]	]	X
fbem-8694	160	4	yang	yang	PROPN
fbem-8694	160	5	z	z	PROPN
fbem-8694	160	6	,	,	PUNCT
fbem-8694	160	7	mehmed	mehme	VERB
fbem-8694	160	8	e	e	PROPN
fbem-8694	160	9	e.	e.	PROPN
fbem-8694	160	10	artificial	artificial	PROPN
fbem-8694	160	11	neural	neural	ADJ
fbem-8694	160	12	networks	network	NOUN
fbem-8694	160	13	in	in	ADP
fbem-8694	160	14	freight	freight	NOUN
fbem-8694	160	15	rate	rate	NOUN
fbem-8694	160	16	forecasting	forecasting	NOUN
fbem-8694	161	1	[	[	X
fbem-8694	161	2	j	j	X
fbem-8694	161	3	]	]	X
fbem-8694	161	4	.	.	PUNCT
fbem-8694	162	1	maritime	maritime	ADJ
fbem-8694	162	2	economics	economics	PROPN
fbem-8694	162	3	&	&	CCONJ
fbem-8694	162	4	logistics	logistic	NOUN
fbem-8694	162	5	,	,	PUNCT
fbem-8694	162	6	2019	2019	NUM
fbem-8694	162	7	,	,	PUNCT
fbem-8694	162	8	21(3	21(3	NUM
fbem-8694	162	9	):	):	PUNCT
fbem-8694	162	10	390–414	390–414	NUM
fbem-8694	162	11	.	.	PUNCT
fbem-8694	163	1	[	[	X
fbem-8694	163	2	11	11	NUM
fbem-8694	163	3	]	]	X
fbem-8694	163	4	ali	ali	PROPN
fbem-8694	163	5	m	m	PROPN
fbem-8694	163	6	,	,	PUNCT
fbem-8694	163	7	khan	khan	PROPN
fbem-8694	163	8	d	d	PROPN
fbem-8694	163	9	m	m	PROPN
fbem-8694	163	10	,	,	PUNCT
fbem-8694	163	11	aamir	aamir	PROPN
fbem-8694	163	12	m	m	PROPN
fbem-8694	163	13	,	,	PUNCT
fbem-8694	163	14	et	et	PROPN
fbem-8694	163	15	al	al	PROPN
fbem-8694	163	16	.	.	PROPN
fbem-8694	163	17	predicting	predict	VERB
fbem-8694	163	18	the	the	DET
fbem-8694	163	19	direction	direction	NOUN
fbem-8694	163	20	movement	movement	NOUN
fbem-8694	163	21	of	of	ADP
fbem-8694	163	22	financial	financial	ADJ
fbem-8694	163	23	time	time	NOUN
fbem-8694	163	24	series	series	PROPN
fbem-8694	163	25	using	use	VERB
fbem-8694	163	26	artificial	artificial	ADJ
fbem-8694	163	27	neural	neural	ADJ
fbem-8694	163	28	network	network	NOUN
fbem-8694	163	29	and	and	CCONJ
fbem-8694	163	30	support	support	NOUN
fbem-8694	163	31	vector	vector	NOUN
fbem-8694	163	32	machine	machine	NOUN
fbem-8694	164	1	[	[	X
fbem-8694	164	2	j	j	X
fbem-8694	164	3	]	]	X
fbem-8694	164	4	.	.	PUNCT
fbem-8694	165	1	complexity	complexity	NOUN
fbem-8694	165	2	,	,	PUNCT
fbem-8694	165	3	2021	2021	NUM
fbem-8694	165	4	,	,	PUNCT
fbem-8694	165	5	2021	2021	NUM
fbem-8694	165	6	:	:	PUNCT
fbem-8694	165	7	1–13	1–13	NOUN
fbem-8694	165	8	.	.	PUNCT