id	sid	tid	token	lemma	pos
easat-4243	1	1	edelweiss	edelweiss	PROPN
easat-4243	1	2	applied	apply	VERB
easat-4243	1	3	science	science	NOUN
easat-4243	1	4	and	and	CCONJ
easat-4243	1	5	technology	technology	NOUN
easat-4243	1	6	issn	issn	PROPN
easat-4243	1	7	:	:	PUNCT
easat-4243	1	8	2576	2576	NUM
easat-4243	1	9	-	-	SYM
easat-4243	1	10	8484	8484	NUM
easat-4243	1	11	vol	vol	NOUN
easat-4243	1	12	.	.	PROPN
easat-4243	1	13	8	8	NUM
easat-4243	1	14	,	,	PUNCT
easat-4243	1	15	no	no	INTJ
easat-4243	1	16	.	.	NOUN
easat-4243	1	17	6	6	NUM
easat-4243	1	18	,	,	PUNCT
easat-4243	1	19	9778	9778	NUM
easat-4243	1	20	-	-	SYM
easat-4243	1	21	9783	9783	NUM
easat-4243	1	22	2024	2024	NUM
easat-4243	1	23	publisher	publisher	NOUN
easat-4243	1	24	:	:	PUNCT
easat-4243	1	25	learning	learn	VERB
easat-4243	1	26	gate	gate	NOUN
easat-4243	1	27	doi	doi	PROPN
easat-4243	1	28	:	:	PUNCT
easat-4243	1	29	10.55214/25768484.v8i6.4243	10.55214/25768484.v8i6.4243	NUM
easat-4243	1	30	©	©	ADP
easat-4243	1	31	2024	2024	NUM
easat-4243	1	32	by	by	ADP
easat-4243	1	33	the	the	DET
easat-4243	1	34	author	author	NOUN
easat-4243	1	35	;	;	PUNCT
easat-4243	1	36	licensee	licensee	PROPN
easat-4243	1	37	learning	learning	NOUN
easat-4243	1	38	gate	gate	NOUN
easat-4243	1	39	©	©	PROPN
easat-4243	1	40	2024	2024	NUM
easat-4243	1	41	by	by	ADP
easat-4243	1	42	the	the	DET
easat-4243	1	43	author	author	NOUN
easat-4243	1	44	;	;	PUNCT
easat-4243	1	45	licensee	licensee	PROPN
easat-4243	1	46	learning	learn	VERB
easat-4243	1	47	gate	gate	NOUN
easat-4243	1	48	*	*	PUNCT
easat-4243	1	49	correspondence	correspondence	NOUN
easat-4243	1	50	:	:	PUNCT
easat-4243	1	51	aalroomi@aou.edu.kw	aalroomi@aou.edu.kw	PROPN
easat-4243	1	52	forecasting	forecasting	NOUN
easat-4243	1	53	analytics	analytic	NOUN
easat-4243	1	54	for	for	ADP
easat-4243	1	55	industry	industry	NOUN
easat-4243	1	56	4.0	4.0	NUM
easat-4243	1	57	azzam	azzam	PROPN
easat-4243	1	58	alroomi1	alroomi1	PROPN
easat-4243	1	59	*	*	SYM
easat-4243	1	60	1arab	1arab	NUM
easat-4243	1	61	open	open	ADJ
easat-4243	1	62	university	university	NOUN
easat-4243	1	63	;	;	PUNCT
easat-4243	1	64	aalroomi@aou.edu.kw	aalroomi@aou.edu.kw	PROPN
easat-4243	1	65	(	(	PUNCT
easat-4243	1	66	a.a	a.a	PROPN
easat-4243	1	67	.	.	PROPN
easat-4243	1	68	)	)	PUNCT
easat-4243	1	69	.	.	PUNCT
easat-4243	2	1	abstract	abstract	ADV
easat-4243	2	2	:	:	PUNCT
easat-4243	2	3	this	this	DET
easat-4243	2	4	research	research	NOUN
easat-4243	2	5	through	through	ADP
easat-4243	2	6	a	a	DET
easat-4243	2	7	systematic	systematic	ADJ
easat-4243	2	8	review	review	NOUN
easat-4243	2	9	highlights	highlight	NOUN
easat-4243	2	10	studies	study	NOUN
easat-4243	2	11	that	that	PRON
easat-4243	2	12	have	have	AUX
easat-4243	2	13	delved	delve	VERB
easat-4243	2	14	into	into	ADP
easat-4243	2	15	analytics	analytic	NOUN
easat-4243	2	16	for	for	ADP
easat-4243	2	17	industry	industry	NOUN
easat-4243	2	18	4.0	4.0	NUM
easat-4243	2	19	with	with	ADP
easat-4243	2	20	the	the	DET
easat-4243	2	21	aim	aim	NOUN
easat-4243	2	22	of	of	ADP
easat-4243	2	23	discussing	discuss	VERB
easat-4243	2	24	and	and	CCONJ
easat-4243	2	25	reflecting	reflect	VERB
easat-4243	2	26	on	on	ADP
easat-4243	2	27	the	the	DET
easat-4243	2	28	manner	manner	NOUN
easat-4243	2	29	in	in	ADP
easat-4243	2	30	which	which	PRON
easat-4243	2	31	applications	application	NOUN
easat-4243	2	32	of	of	ADP
easat-4243	2	33	artificial	artificial	ADJ
easat-4243	2	34	intelligence	intelligence	NOUN
easat-4243	2	35	such	such	ADJ
easat-4243	2	36	as	as	ADP
easat-4243	2	37	machine	machine	NOUN
easat-4243	2	38	learning	learning	NOUN
easat-4243	2	39	and	and	CCONJ
easat-4243	2	40	deep	deep	ADJ
easat-4243	2	41	learning	learning	NOUN
easat-4243	2	42	have	have	AUX
easat-4243	2	43	helped	help	VERB
easat-4243	2	44	in	in	ADP
easat-4243	2	45	forecasting	forecasting	NOUN
easat-4243	2	46	and	and	CCONJ
easat-4243	2	47	facilitated	facilitate	VERB
easat-4243	2	48	informed	informed	ADJ
easat-4243	2	49	decision	decision	NOUN
easat-4243	2	50	-	-	PUNCT
easat-4243	2	51	making	making	NOUN
easat-4243	2	52	.	.	PUNCT
easat-4243	3	1	keywords	keyword	NOUN
easat-4243	3	2	:	:	PUNCT
easat-4243	3	3	analytics	analytic	NOUN
easat-4243	3	4	,	,	PUNCT
easat-4243	3	5	forecasting	forecasting	NOUN
easat-4243	3	6	,	,	PUNCT
easat-4243	3	7	industry	industry	NOUN
easat-4243	3	8	4.0	4.0	NUM
easat-4243	3	9	,	,	PUNCT
easat-4243	3	10	machine	machine	NOUN
easat-4243	3	11	learning	learning	NOUN
easat-4243	3	12	,	,	PUNCT
easat-4243	3	13	prediction	prediction	NOUN
easat-4243	3	14	.	.	PUNCT
easat-4243	4	1	1	1	X
easat-4243	4	2	.	.	X
easat-4243	4	3	introduction	introduction	NOUN
easat-4243	4	4	the	the	DET
easat-4243	4	5	ecosystem	ecosystem	NOUN
easat-4243	4	6	of	of	ADP
easat-4243	4	7	advanced	advanced	ADJ
easat-4243	4	8	analytics	analytic	NOUN
easat-4243	4	9	tools	tool	NOUN
easat-4243	4	10	and	and	CCONJ
easat-4243	4	11	big	big	ADJ
easat-4243	4	12	data	datum	NOUN
easat-4243	4	13	technologies	technology	NOUN
easat-4243	4	14	has	have	AUX
easat-4243	4	15	evolved	evolve	VERB
easat-4243	4	16	rapidly	rapidly	ADV
easat-4243	4	17	over	over	ADP
easat-4243	4	18	the	the	DET
easat-4243	4	19	past	past	ADJ
easat-4243	4	20	years	year	NOUN
easat-4243	4	21	,	,	PUNCT
easat-4243	4	22	offering	offer	VERB
easat-4243	4	23	new	new	ADJ
easat-4243	4	24	possibilities	possibility	NOUN
easat-4243	4	25	for	for	ADP
easat-4243	4	26	data	data	NOUN
easat-4243	4	27	-	-	PUNCT
easat-4243	4	28	driven	drive	VERB
easat-4243	4	29	solutions	solution	NOUN
easat-4243	4	30	and	and	CCONJ
easat-4243	4	31	digital	digital	ADJ
easat-4243	4	32	transformations	transformation	NOUN
easat-4243	4	33	.	.	PUNCT
easat-4243	5	1	in	in	ADP
easat-4243	5	2	the	the	DET
easat-4243	5	3	contemporary	contemporary	ADJ
easat-4243	5	4	world	world	NOUN
easat-4243	5	5	,	,	PUNCT
easat-4243	5	6	the	the	DET
easat-4243	5	7	industry	industry	NOUN
easat-4243	5	8	4.0	4.0	NUM
easat-4243	5	9	environment	environment	NOUN
easat-4243	5	10	connects	connect	VERB
easat-4243	5	11	machines	machine	NOUN
easat-4243	5	12	as	as	ADP
easat-4243	5	13	a	a	DET
easat-4243	5	14	collaborative	collaborative	ADJ
easat-4243	5	15	community	community	NOUN
easat-4243	5	16	.	.	PUNCT
easat-4243	6	1	lee	lee	PROPN
easat-4243	6	2	,	,	PUNCT
easat-4243	6	3	kao	kao	PROPN
easat-4243	6	4	,	,	PUNCT
easat-4243	6	5	&	&	CCONJ
easat-4243	6	6	yang	yang	PROPN
easat-4243	7	1	[	[	X
easat-4243	7	2	9	9	NUM
easat-4243	7	3	]	]	PUNCT
easat-4243	7	4	reiterate	reiterate	VERB
easat-4243	7	5	that	that	SCONJ
easat-4243	7	6	such	such	ADJ
easat-4243	7	7	evolution	evolution	NOUN
easat-4243	7	8	requires	require	VERB
easat-4243	7	9	the	the	DET
easat-4243	7	10	utilization	utilization	NOUN
easat-4243	7	11	of	of	ADP
easat-4243	7	12	advanced	advanced	ADJ
easat-4243	7	13	prediction	prediction	NOUN
easat-4243	7	14	tools	tool	NOUN
easat-4243	7	15	that	that	PRON
easat-4243	7	16	can	can	AUX
easat-4243	7	17	be	be	AUX
easat-4243	7	18	able	able	ADJ
easat-4243	7	19	to	to	PART
easat-4243	7	20	process	process	VERB
easat-4243	7	21	data	datum	NOUN
easat-4243	7	22	systematically	systematically	ADV
easat-4243	7	23	into	into	ADP
easat-4243	7	24	information	information	NOUN
easat-4243	7	25	to	to	PART
easat-4243	7	26	explain	explain	VERB
easat-4243	7	27	uncertainties	uncertainty	NOUN
easat-4243	7	28	in	in	ADP
easat-4243	7	29	such	such	DET
easat-4243	7	30	a	a	DET
easat-4243	7	31	way	way	NOUN
easat-4243	7	32	that	that	PRON
easat-4243	7	33	such	such	ADJ
easat-4243	7	34	information	information	NOUN
easat-4243	7	35	can	can	AUX
easat-4243	7	36	help	help	VERB
easat-4243	7	37	enterprises	enterprise	NOUN
easat-4243	7	38	and	and	CCONJ
easat-4243	7	39	forecasters	forecaster	NOUN
easat-4243	7	40	to	to	PART
easat-4243	7	41	make	make	VERB
easat-4243	7	42	informed	informed	ADJ
easat-4243	7	43	decisions	decision	NOUN
easat-4243	7	44	.	.	PUNCT
easat-4243	8	1	in	in	ADP
easat-4243	8	2	the	the	DET
easat-4243	8	3	context	context	NOUN
easat-4243	8	4	of	of	ADP
easat-4243	8	5	forecasting	forecasting	NOUN
easat-4243	8	6	analytics	analytic	NOUN
easat-4243	8	7	for	for	ADP
easat-4243	8	8	industry	industry	NOUN
easat-4243	8	9	4.0	4.0	NUM
easat-4243	8	10	,	,	PUNCT
easat-4243	8	11	subsets	subset	NOUN
easat-4243	8	12	of	of	ADP
easat-4243	8	13	artificial	artificial	ADJ
easat-4243	8	14	intelligence	intelligence	NOUN
easat-4243	8	15	(	(	PUNCT
easat-4243	8	16	ai	ai	NOUN
easat-4243	8	17	)	)	PUNCT
easat-4243	8	18	such	such	ADJ
easat-4243	8	19	as	as	ADP
easat-4243	8	20	machine	machine	NOUN
easat-4243	8	21	learning	learning	NOUN
easat-4243	8	22	(	(	PUNCT
easat-4243	8	23	ml	ml	NOUN
easat-4243	8	24	)	)	PUNCT
easat-4243	8	25	algorithms	algorithm	NOUN
easat-4243	8	26	and	and	CCONJ
easat-4243	8	27	deep	deep	ADJ
easat-4243	8	28	learning	learning	NOUN
easat-4243	8	29	(	(	PUNCT
easat-4243	8	30	dl	dl	INTJ
easat-4243	8	31	)	)	PUNCT
easat-4243	8	32	have	have	AUX
easat-4243	8	33	proved	prove	VERB
easat-4243	8	34	effective	effective	ADJ
easat-4243	8	35	in	in	ADP
easat-4243	8	36	improving	improve	VERB
easat-4243	8	37	forecasting	forecasting	NOUN
easat-4243	8	38	and	and	CCONJ
easat-4243	8	39	predictive	predictive	ADJ
easat-4243	8	40	analytics	analytic	NOUN
easat-4243	8	41	for	for	ADP
easat-4243	8	42	many	many	ADJ
easat-4243	8	43	firms	firm	NOUN
easat-4243	8	44	operating	operate	VERB
easat-4243	8	45	in	in	ADP
easat-4243	8	46	industry	industry	NOUN
easat-4243	8	47	4.0	4.0	NUM
easat-4243	8	48	environment	environment	NOUN
easat-4243	8	49	.	.	PUNCT
easat-4243	9	1	noteworthy	noteworthy	ADJ
easat-4243	9	2	,	,	PUNCT
easat-4243	9	3	many	many	ADJ
easat-4243	9	4	of	of	ADP
easat-4243	9	5	these	these	DET
easat-4243	9	6	firms	firm	NOUN
easat-4243	9	7	are	be	AUX
easat-4243	9	8	in	in	ADP
easat-4243	9	9	the	the	DET
easat-4243	9	10	manufacturing	manufacturing	NOUN
easat-4243	9	11	and	and	CCONJ
easat-4243	9	12	logistics	logistic	NOUN
easat-4243	9	13	segments	segment	NOUN
easat-4243	9	14	.	.	PUNCT
easat-4243	10	1	the	the	DET
easat-4243	10	2	purpose	purpose	NOUN
easat-4243	10	3	of	of	ADP
easat-4243	10	4	this	this	DET
easat-4243	10	5	research	research	NOUN
easat-4243	10	6	is	be	AUX
easat-4243	10	7	to	to	PART
easat-4243	10	8	review	review	VERB
easat-4243	10	9	and	and	CCONJ
easat-4243	10	10	document	document	NOUN
easat-4243	10	11	studies	study	NOUN
easat-4243	10	12	that	that	PRON
easat-4243	10	13	have	have	AUX
easat-4243	10	14	delved	delve	VERB
easat-4243	10	15	into	into	ADP
easat-4243	10	16	analytics	analytic	NOUN
easat-4243	10	17	for	for	ADP
easat-4243	10	18	industry	industry	NOUN
easat-4243	10	19	4.0	4.0	NUM
easat-4243	10	20	with	with	ADP
easat-4243	10	21	the	the	DET
easat-4243	10	22	aim	aim	NOUN
easat-4243	10	23	of	of	ADP
easat-4243	10	24	shedding	shed	VERB
easat-4243	10	25	light	light	NOUN
easat-4243	10	26	on	on	ADP
easat-4243	10	27	the	the	DET
easat-4243	10	28	manner	manner	NOUN
easat-4243	10	29	in	in	ADP
easat-4243	10	30	which	which	PRON
easat-4243	10	31	applications	application	NOUN
easat-4243	10	32	of	of	ADP
easat-4243	10	33	ai	ai	NOUN
easat-4243	10	34	such	such	ADJ
easat-4243	10	35	as	as	ADP
easat-4243	10	36	ml	ml	NOUN
easat-4243	10	37	and	and	CCONJ
easat-4243	10	38	dl	dl	PROPN
easat-4243	10	39	have	have	AUX
easat-4243	10	40	helped	help	VERB
easat-4243	10	41	in	in	ADP
easat-4243	10	42	forecasting	forecasting	NOUN
easat-4243	10	43	and	and	CCONJ
easat-4243	10	44	facilitated	facilitate	VERB
easat-4243	10	45	informed	informed	ADJ
easat-4243	10	46	decision	decision	NOUN
easat-4243	10	47	-	-	PUNCT
easat-4243	10	48	making	making	NOUN
easat-4243	10	49	.	.	PUNCT
easat-4243	11	1	2	2	X
easat-4243	11	2	.	.	X
easat-4243	11	3	forecasting	forecasting	NOUN
easat-4243	11	4	analytics	analytic	NOUN
easat-4243	11	5	for	for	ADP
easat-4243	11	6	industry	industry	NOUN
easat-4243	11	7	4.0	4.0	NUM
easat-4243	11	8	the	the	DET
easat-4243	11	9	topic	topic	NOUN
easat-4243	11	10	of	of	ADP
easat-4243	11	11	forecasting	forecasting	NOUN
easat-4243	11	12	analytics	analytic	NOUN
easat-4243	11	13	in	in	ADP
easat-4243	11	14	industry	industry	NOUN
easat-4243	11	15	4.0	4.0	NUM
easat-4243	11	16	has	have	AUX
easat-4243	11	17	receive	receive	VERB
easat-4243	11	18	extensive	extensive	ADJ
easat-4243	11	19	coverage	coverage	NOUN
easat-4243	11	20	in	in	ADP
easat-4243	11	21	both	both	CCONJ
easat-4243	11	22	empirical	empirical	ADJ
easat-4243	11	23	and	and	CCONJ
easat-4243	11	24	theoretical	theoretical	ADJ
easat-4243	11	25	studies	study	NOUN
easat-4243	11	26	.	.	PUNCT
easat-4243	12	1	bajic	bajic	NOUN
easat-4243	12	2	,	,	PUNCT
easat-4243	12	3	cosic	cosic	NOUN
easat-4243	12	4	,	,	PUNCT
easat-4243	12	5	lazarevic	lazarevic	NOUN
easat-4243	12	6	,	,	PUNCT
easat-4243	12	7	sremcev	sremcev	ADJ
easat-4243	12	8	,	,	PUNCT
easat-4243	12	9	&	&	CCONJ
easat-4243	12	10	rikalovic	rikalovic	VERB
easat-4243	12	11	[	[	X
easat-4243	12	12	2	2	NUM
easat-4243	12	13	]	]	PUNCT
easat-4243	12	14	explored	explored	ADJ
easat-4243	12	15	machine	machine	NOUN
easat-4243	12	16	learning	learning	NOUN
easat-4243	12	17	(	(	PUNCT
easat-4243	12	18	ml	ml	NOUN
easat-4243	12	19	)	)	PUNCT
easat-4243	12	20	techniques	technique	NOUN
easat-4243	12	21	in	in	ADP
easat-4243	12	22	industry	industry	NOUN
easat-4243	12	23	4.0	4.0	NUM
easat-4243	12	24	with	with	ADP
easat-4243	12	25	specific	specific	ADJ
easat-4243	12	26	emphasis	emphasis	NOUN
easat-4243	12	27	on	on	ADP
easat-4243	12	28	applications	application	NOUN
easat-4243	12	29	and	and	CCONJ
easat-4243	12	30	challenges	challenge	NOUN
easat-4243	12	31	to	to	ADP
easat-4243	12	32	smart	smart	ADJ
easat-4243	12	33	manufacturing	manufacturing	NOUN
easat-4243	12	34	.	.	PUNCT
easat-4243	13	1	according	accord	VERB
easat-4243	13	2	to	to	ADP
easat-4243	13	3	the	the	DET
easat-4243	13	4	researchers	researcher	NOUN
easat-4243	13	5	,	,	PUNCT
easat-4243	13	6	industry	industry	NOUN
easat-4243	13	7	4.0	4.0	NUM
easat-4243	13	8	is	be	AUX
easat-4243	13	9	creating	create	VERB
easat-4243	13	10	new	new	ADJ
easat-4243	13	11	opportunities	opportunity	NOUN
easat-4243	13	12	through	through	ADP
easat-4243	13	13	changing	change	VERB
easat-4243	13	14	traditional	traditional	ADJ
easat-4243	13	15	manufacturing	manufacturing	NOUN
easat-4243	13	16	into	into	ADP
easat-4243	13	17	smart	smart	ADJ
easat-4243	13	18	manufacturing	manufacturing	NOUN
easat-4243	13	19	,	,	PUNCT
easat-4243	13	20	with	with	ADP
easat-4243	13	21	machines	machine	NOUN
easat-4243	13	22	learning	learn	VERB
easat-4243	13	23	to	to	PART
easat-4243	13	24	understand	understand	VERB
easat-4243	13	25	these	these	DET
easat-4243	13	26	processes	process	NOUN
easat-4243	13	27	,	,	PUNCT
easat-4243	13	28	interacting	interact	VERB
easat-4243	13	29	with	with	ADP
easat-4243	13	30	environment	environment	NOUN
easat-4243	13	31	,	,	PUNCT
easat-4243	13	32	and	and	CCONJ
easat-4243	13	33	adapting	adapt	VERB
easat-4243	13	34	their	their	PRON
easat-4243	13	35	behavior	behavior	NOUN
easat-4243	13	36	intelligently	intelligently	ADV
easat-4243	13	37	.	.	PUNCT
easat-4243	14	1	consistent	consistent	ADJ
easat-4243	14	2	with	with	ADP
easat-4243	14	3	the	the	DET
easat-4243	14	4	assertions	assertion	NOUN
easat-4243	14	5	by	by	ADP
easat-4243	14	6	cioffi	cioffi	PROPN
easat-4243	14	7	,	,	PUNCT
easat-4243	14	8	travaglioni	travaglioni	NOUN
easat-4243	14	9	,	,	PUNCT
easat-4243	14	10	piscitelli	piscitelli	ADV
easat-4243	14	11	,	,	PUNCT
easat-4243	14	12	petrillo	petrillo	PROPN
easat-4243	14	13	,	,	PUNCT
easat-4243	14	14	&	&	CCONJ
easat-4243	14	15	felice	felice	NOUN
easat-4243	15	1	[	[	X
easat-4243	15	2	6	6	NUM
easat-4243	15	3	]	]	PUNCT
easat-4243	15	4	,	,	PUNCT
easat-4243	15	5	bajic	bajic	NOUN
easat-4243	15	6	et	et	PROPN
easat-4243	15	7	al	al	PROPN
easat-4243	15	8	.	.	PUNCT
easat-4243	16	1	[	[	X
easat-4243	16	2	2	2	X
easat-4243	16	3	]	]	PUNCT
easat-4243	16	4	underscore	underscore	VERB
easat-4243	16	5	the	the	DET
easat-4243	16	6	importance	importance	NOUN
easat-4243	16	7	of	of	ADP
easat-4243	16	8	using	use	VERB
easat-4243	16	9	advanced	advanced	ADJ
easat-4243	16	10	methods	method	NOUN
easat-4243	16	11	,	,	PUNCT
easat-4243	16	12	algorithms	algorithm	NOUN
easat-4243	16	13	,	,	PUNCT
easat-4243	16	14	technologies	technology	NOUN
easat-4243	16	15	,	,	PUNCT
easat-4243	16	16	and	and	CCONJ
easat-4243	16	17	software	software	NOUN
easat-4243	16	18	in	in	ADP
easat-4243	16	19	order	order	NOUN
easat-4243	16	20	to	to	PART
easat-4243	16	21	extract	extract	VERB
easat-4243	16	22	and	and	CCONJ
easat-4243	16	23	collect	collect	VERB
easat-4243	16	24	data	datum	NOUN
easat-4243	16	25	from	from	ADP
easat-4243	16	26	the	the	DET
easat-4243	16	27	manufacturing	manufacturing	NOUN
easat-4243	16	28	environment	environment	NOUN
easat-4243	16	29	.	.	PUNCT
easat-4243	17	1	similar	similar	ADJ
easat-4243	17	2	to	to	ADP
easat-4243	17	3	the	the	DET
easat-4243	17	4	study	study	NOUN
easat-4243	17	5	by	by	ADP
easat-4243	17	6	bajic	bajic	NOUN
easat-4243	17	7	et	et	PROPN
easat-4243	17	8	al	al	PROPN
easat-4243	17	9	.	.	PUNCT
easat-4243	18	1	[	[	X
easat-4243	18	2	2	2	NUM
easat-4243	18	3	]	]	PUNCT
easat-4243	18	4	,	,	PUNCT
easat-4243	18	5	cioffi	cioffi	PROPN
easat-4243	18	6	et	et	PROPN
easat-4243	18	7	al	al	PROPN
easat-4243	18	8	.	.	PUNCT
easat-4243	19	1	[	[	X
easat-4243	19	2	6	6	NUM
easat-4243	19	3	]	]	PUNCT
easat-4243	19	4	also	also	ADV
easat-4243	19	5	endeavored	endeavor	VERB
easat-4243	19	6	to	to	PART
easat-4243	19	7	investigate	investigate	VERB
easat-4243	19	8	machine	machine	NOUN
easat-4243	19	9	learning	learning	NOUN
easat-4243	19	10	and	and	CCONJ
easat-4243	19	11	artificial	artificial	ADJ
easat-4243	19	12	intelligence	intelligence	NOUN
easat-4243	19	13	applications	application	NOUN
easat-4243	19	14	in	in	ADP
easat-4243	19	15	smart	smart	ADJ
easat-4243	19	16	production	production	NOUN
easat-4243	19	17	,	,	PUNCT
easat-4243	19	18	albeit	albeit	SCONJ
easat-4243	19	19	with	with	ADP
easat-4243	19	20	specific	specific	ADJ
easat-4243	19	21	emphasis	emphasis	NOUN
easat-4243	19	22	on	on	ADP
easat-4243	19	23	trends	trend	NOUN
easat-4243	19	24	,	,	PUNCT
easat-4243	19	25	progress	progress	NOUN
easat-4243	19	26	,	,	PUNCT
easat-4243	19	27	and	and	CCONJ
easat-4243	19	28	development	development	NOUN
easat-4243	19	29	.	.	PUNCT
easat-4243	20	1	to	to	PART
easat-4243	20	2	accomplish	accomplish	VERB
easat-4243	20	3	their	their	PRON
easat-4243	20	4	goals	goal	NOUN
easat-4243	20	5	,	,	PUNCT
easat-4243	20	6	the	the	DET
easat-4243	20	7	researchers	researcher	NOUN
easat-4243	20	8	utilized	utilize	VERB
easat-4243	20	9	a	a	DET
easat-4243	20	10	systematic	systematic	ADJ
easat-4243	20	11	literature	literature	NOUN
easat-4243	20	12	review	review	NOUN
easat-4243	20	13	approach	approach	NOUN
easat-4243	20	14	,	,	PUNCT
easat-4243	20	15	searching	search	VERB
easat-4243	20	16	the	the	DET
easat-4243	20	17	scopus	scopus	NOUN
easat-4243	20	18	and	and	CCONJ
easat-4243	20	19	web	web	NOUN
easat-4243	20	20	of	of	ADP
easat-4243	20	21	science	science	NOUN
easat-4243	20	22	databases	database	NOUN
easat-4243	20	23	,	,	PUNCT
easat-4243	20	24	and	and	CCONJ
easat-4243	20	25	then	then	ADV
easat-4243	20	26	utilizing	utilize	VERB
easat-4243	20	27	ucinet	ucinet	NOUN
easat-4243	20	28	software	software	NOUN
easat-4243	20	29	to	to	PART
easat-4243	20	30	complete	complete	VERB
easat-4243	20	31	the	the	DET
easat-4243	20	32	analysis	analysis	NOUN
easat-4243	20	33	.	.	PUNCT
easat-4243	21	1	the	the	DET
easat-4243	21	2	reviewers	reviewer	NOUN
easat-4243	21	3	settled	settle	VERB
easat-4243	21	4	on	on	ADP
easat-4243	21	5	a	a	DET
easat-4243	21	6	final	final	ADJ
easat-4243	21	7	sample	sample	NOUN
easat-4243	21	8	of	of	ADP
easat-4243	21	9	82	82	NUM
easat-4243	21	10	articles	article	NOUN
easat-4243	21	11	for	for	ADP
easat-4243	21	12	review	review	NOUN
easat-4243	21	13	.	.	PUNCT
easat-4243	22	1	a	a	DET
easat-4243	22	2	recurrent	recurrent	ADJ
easat-4243	22	3	theme	theme	NOUN
easat-4243	22	4	in	in	ADP
easat-4243	22	5	the	the	DET
easat-4243	22	6	articles	article	NOUN
easat-4243	22	7	reviewed	review	VERB
easat-4243	22	8	was	be	AUX
easat-4243	22	9	that	that	SCONJ
easat-4243	22	10	with	with	ADP
easat-4243	22	11	the	the	DET
easat-4243	22	12	introduction	introduction	NOUN
easat-4243	22	13	of	of	ADP
easat-4243	22	14	industry	industry	NOUN
easat-4243	22	15	4.0	4.0	NUM
easat-4243	22	16	,	,	PUNCT
easat-4243	22	17	machine	machine	NOUN
easat-4243	22	18	learning	learning	NOUN
easat-4243	22	19	and	and	CCONJ
easat-4243	22	20	artificial	artificial	ADJ
easat-4243	22	21	intelligence	intelligence	NOUN
easat-4243	22	22	were	be	AUX
easat-4243	22	23	major	major	ADJ
easat-4243	22	24	drivers	driver	NOUN
easat-4243	22	25	in	in	ADP
easat-4243	22	26	forecasting	forecasting	NOUN
easat-4243	22	27	analytics	analytic	NOUN
easat-4243	22	28	of	of	ADP
easat-4243	22	29	the	the	DET
easat-4243	22	30	smart	smart	ADJ
easat-4243	22	31	factory	factory	NOUN
easat-4243	22	32	revolution	revolution	NOUN
easat-4243	22	33	.	.	PUNCT
easat-4243	23	1	the	the	DET
easat-4243	23	2	study	study	NOUN
easat-4243	23	3	by	by	ADP
easat-4243	23	4	cioffi	cioffi	PROPN
easat-4243	23	5	et	et	PROPN
easat-4243	23	6	al	al	PROPN
easat-4243	23	7	.	.	PUNCT
easat-4243	24	1	[	[	X
easat-4243	24	2	6	6	NUM
easat-4243	24	3	]	]	PUNCT
easat-4243	24	4	also	also	ADV
easat-4243	24	5	established	establish	VERB
easat-4243	24	6	that	that	SCONJ
easat-4243	24	7	smart	smart	ADJ
easat-4243	24	8	production	production	NOUN
easat-4243	24	9	systems	system	NOUN
easat-4243	24	10	need	need	VERB
easat-4243	24	11	9779	9779	NUM
easat-4243	24	12	edelweiss	edelweiss	PROPN
easat-4243	24	13	applied	apply	VERB
easat-4243	24	14	science	science	NOUN
easat-4243	24	15	and	and	CCONJ
easat-4243	24	16	technology	technology	NOUN
easat-4243	24	17	issn	issn	PROPN
easat-4243	24	18	:	:	PUNCT
easat-4243	24	19	2576	2576	NUM
easat-4243	24	20	-	-	SYM
easat-4243	24	21	8484	8484	NUM
easat-4243	24	22	vol	vol	NOUN
easat-4243	24	23	.	.	PROPN
easat-4243	24	24	8	8	NUM
easat-4243	24	25	,	,	PUNCT
easat-4243	24	26	no	no	INTJ
easat-4243	24	27	.	.	NOUN
easat-4243	25	1	6	6	NUM
easat-4243	25	2	:	:	SYM
easat-4243	25	3	9778	9778	NUM
easat-4243	25	4	-	-	SYM
easat-4243	25	5	9783	9783	NUM
easat-4243	25	6	,	,	PUNCT
easat-4243	25	7	2024	2024	NUM
easat-4243	25	8	doi	doi	NOUN
easat-4243	25	9	:	:	PUNCT
easat-4243	25	10	10.55214/25768484.v8i6.4243	10.55214/25768484.v8i6.4243	NUM
easat-4243	25	11	©	©	ADP
easat-4243	25	12	2024	2024	NUM
easat-4243	25	13	by	by	ADP
easat-4243	25	14	the	the	DET
easat-4243	25	15	author	author	NOUN
easat-4243	25	16	;	;	PUNCT
easat-4243	25	17	licensee	licensee	PROPN
easat-4243	25	18	learning	learn	VERB
easat-4243	25	19	gate	gate	VERB
easat-4243	25	20	innovative	innovative	ADJ
easat-4243	25	21	solutions	solution	NOUN
easat-4243	25	22	in	in	ADP
easat-4243	25	23	order	order	NOUN
easat-4243	25	24	to	to	PART
easat-4243	25	25	increase	increase	VERB
easat-4243	25	26	the	the	DET
easat-4243	25	27	sustainability	sustainability	NOUN
easat-4243	25	28	and	and	CCONJ
easat-4243	25	29	quality	quality	NOUN
easat-4243	25	30	while	while	SCONJ
easat-4243	25	31	reducing	reduce	VERB
easat-4243	25	32	costs	cost	NOUN
easat-4243	25	33	of	of	ADP
easat-4243	25	34	the	the	DET
easat-4243	25	35	manufacturing	manufacturing	NOUN
easat-4243	25	36	activities	activity	NOUN
easat-4243	25	37	.	.	PUNCT
easat-4243	26	1	the	the	DET
easat-4243	26	2	studies	study	NOUN
easat-4243	26	3	by	by	ADP
easat-4243	26	4	bajic	bajic	NOUN
easat-4243	26	5	et	et	PROPN
easat-4243	26	6	al	al	PROPN
easat-4243	26	7	.	.	PUNCT
easat-4243	27	1	[	[	X
easat-4243	27	2	2	2	NUM
easat-4243	27	3	]	]	PUNCT
easat-4243	27	4	and	and	CCONJ
easat-4243	27	5	cioffi	cioffi	VERB
easat-4243	27	6	et	et	PROPN
easat-4243	27	7	al	al	PROPN
easat-4243	27	8	.	.	PUNCT
easat-4243	28	1	[	[	X
easat-4243	28	2	6	6	NUM
easat-4243	28	3	]	]	PUNCT
easat-4243	28	4	also	also	ADV
easat-4243	28	5	have	have	VERB
easat-4243	28	6	some	some	DET
easat-4243	28	7	other	other	ADJ
easat-4243	28	8	points	point	NOUN
easat-4243	28	9	of	of	ADP
easat-4243	28	10	convergence	convergence	NOUN
easat-4243	28	11	.	.	PUNCT
easat-4243	29	1	for	for	ADP
easat-4243	29	2	example	example	NOUN
easat-4243	29	3	,	,	PUNCT
easat-4243	29	4	both	both	DET
easat-4243	29	5	investigations	investigation	NOUN
easat-4243	29	6	revealed	reveal	VERB
easat-4243	29	7	that	that	SCONJ
easat-4243	29	8	ai	ai	NOUN
easat-4243	29	9	-	-	PUNCT
easat-4243	29	10	driven	drive	VERB
easat-4243	29	11	technologies	technology	NOUN
easat-4243	29	12	,	,	PUNCT
easat-4243	29	13	supported	support	VERB
easat-4243	29	14	by	by	ADP
easat-4243	29	15	i4.0	i4.0	PROPN
easat-4243	29	16	key	key	ADJ
easat-4243	29	17	enabling	enable	VERB
easat-4243	29	18	technologies	technology	NOUN
easat-4243	29	19	such	such	ADJ
easat-4243	29	20	as	as	ADP
easat-4243	29	21	internet	internet	NOUN
easat-4243	29	22	of	of	ADP
easat-4243	29	23	things	thing	NOUN
easat-4243	29	24	,	,	PUNCT
easat-4243	29	25	big	big	ADJ
easat-4243	29	26	data	datum	NOUN
easat-4243	29	27	,	,	PUNCT
easat-4243	29	28	cloud	cloud	NOUN
easat-4243	29	29	computing	computing	NOUN
easat-4243	29	30	,	,	PUNCT
easat-4243	29	31	advanced	advanced	ADJ
easat-4243	29	32	embedded	embed	VERB
easat-4243	29	33	systems	system	NOUN
easat-4243	29	34	,	,	PUNCT
easat-4243	29	35	virtual	virtual	ADJ
easat-4243	29	36	and	and	CCONJ
easat-4243	29	37	augmented	augment	VERB
easat-4243	29	38	reality	reality	NOUN
easat-4243	29	39	,	,	PUNCT
easat-4243	29	40	and	and	CCONJ
easat-4243	29	41	cognitive	cognitive	ADJ
easat-4243	29	42	systems	system	NOUN
easat-4243	29	43	are	be	AUX
easat-4243	29	44	ready	ready	ADJ
easat-4243	29	45	to	to	PART
easat-4243	29	46	produce	produce	VERB
easat-4243	29	47	new	new	ADJ
easat-4243	29	48	industrial	industrial	ADJ
easat-4243	29	49	paradigms	paradigm	NOUN
easat-4243	29	50	in	in	ADP
easat-4243	29	51	industry	industry	NOUN
easat-4243	29	52	4.0	4.0	NUM
easat-4243	29	53	.	.	PUNCT
easat-4243	29	54	bajic	bajic	NOUN
easat-4243	29	55	et	et	PROPN
easat-4243	29	56	al	al	PROPN
easat-4243	29	57	.	.	PUNCT
easat-4243	30	1	[	[	X
easat-4243	30	2	2	2	X
easat-4243	30	3	]	]	PUNCT
easat-4243	30	4	in	in	ADP
easat-4243	30	5	their	their	PRON
easat-4243	30	6	analysis	analysis	NOUN
easat-4243	30	7	acknowledge	acknowledge	ADJ
easat-4243	30	8	that	that	SCONJ
easat-4243	30	9	ml	ml	VERB
easat-4243	30	10	is	be	AUX
easat-4243	30	11	becoming	become	VERB
easat-4243	30	12	the	the	DET
easat-4243	30	13	most	most	ADV
easat-4243	30	14	important	important	ADJ
easat-4243	30	15	technique	technique	NOUN
easat-4243	30	16	used	use	VERB
easat-4243	30	17	for	for	ADP
easat-4243	30	18	predicting	predict	VERB
easat-4243	30	19	and	and	CCONJ
easat-4243	30	20	classifying	classify	VERB
easat-4243	30	21	the	the	DET
easat-4243	30	22	difficulty	difficulty	NOUN
easat-4243	30	23	of	of	ADP
easat-4243	30	24	solving	solve	VERB
easat-4243	30	25	problems	problem	NOUN
easat-4243	30	26	inside	inside	ADV
easat-4243	30	27	of	of	ADP
easat-4243	30	28	the	the	DET
easat-4243	30	29	production	production	NOUN
easat-4243	30	30	systems	system	NOUN
easat-4243	30	31	.	.	PUNCT
easat-4243	31	1	the	the	DET
easat-4243	31	2	researchers	researcher	NOUN
easat-4243	31	3	further	far	ADV
easat-4243	31	4	contend	contend	VERB
easat-4243	31	5	that	that	SCONJ
easat-4243	31	6	ml	ml	AUX
easat-4243	31	7	utilizes	utilize	VERB
easat-4243	31	8	increased	increase	VERB
easat-4243	31	9	computing	computing	NOUN
easat-4243	31	10	power	power	NOUN
easat-4243	31	11	coupled	couple	VERB
easat-4243	31	12	with	with	ADP
easat-4243	31	13	various	various	ADJ
easat-4243	31	14	software	software	NOUN
easat-4243	31	15	for	for	ADP
easat-4243	31	16	gaining	gain	VERB
easat-4243	31	17	the	the	DET
easat-4243	31	18	meaningful	meaningful	ADJ
easat-4243	31	19	knowledge	knowledge	NOUN
easat-4243	31	20	and	and	CCONJ
easat-4243	31	21	information	information	NOUN
easat-4243	31	22	from	from	ADP
easat-4243	31	23	the	the	DET
easat-4243	31	24	big	big	ADJ
easat-4243	31	25	data	datum	NOUN
easat-4243	31	26	collected	collect	VERB
easat-4243	31	27	from	from	ADP
easat-4243	31	28	the	the	DET
easat-4243	31	29	production	production	NOUN
easat-4243	31	30	environment	environment	NOUN
easat-4243	31	31	.	.	PUNCT
easat-4243	32	1	the	the	DET
easat-4243	32	2	utility	utility	NOUN
easat-4243	32	3	of	of	ADP
easat-4243	32	4	ml	ml	NOUN
easat-4243	32	5	for	for	ADP
easat-4243	32	6	forecasting	forecasting	NOUN
easat-4243	32	7	analytics	analytic	NOUN
easat-4243	32	8	for	for	ADP
easat-4243	32	9	industry	industry	NOUN
easat-4243	32	10	4.0	4.0	NUM
easat-4243	32	11	as	as	SCONJ
easat-4243	32	12	identified	identify	VERB
easat-4243	32	13	by	by	ADP
easat-4243	32	14	bajic	bajic	NOUN
easat-4243	32	15	et	et	PROPN
easat-4243	32	16	al	al	PROPN
easat-4243	32	17	.	.	PUNCT
easat-4243	33	1	[	[	X
easat-4243	33	2	2	2	NUM
easat-4243	33	3	]	]	PUNCT
easat-4243	33	4	and	and	CCONJ
easat-4243	33	5	cioffi	cioffi	VERB
easat-4243	33	6	et	et	PROPN
easat-4243	33	7	al	al	PROPN
easat-4243	33	8	.	.	PUNCT
easat-4243	34	1	[	[	X
easat-4243	34	2	6	6	NUM
easat-4243	34	3	]	]	PUNCT
easat-4243	34	4	stems	stem	VERB
easat-4243	34	5	from	from	ADP
easat-4243	34	6	its	its	PRON
easat-4243	34	7	ability	ability	NOUN
easat-4243	34	8	to	to	PART
easat-4243	34	9	learn	learn	VERB
easat-4243	34	10	from	from	ADP
easat-4243	34	11	the	the	DET
easat-4243	34	12	data	datum	NOUN
easat-4243	34	13	collected	collect	VERB
easat-4243	34	14	through	through	ADP
easat-4243	34	15	getting	get	VERB
easat-4243	34	16	the	the	DET
easat-4243	34	17	computational	computational	ADJ
easat-4243	34	18	/	/	SYM
easat-4243	34	19	artificial	artificial	ADJ
easat-4243	34	20	intelligence	intelligence	NOUN
easat-4243	34	21	.	.	PUNCT
easat-4243	35	1	classified	classify	VERB
easat-4243	35	2	by	by	ADP
easat-4243	35	3	the	the	DET
easat-4243	35	4	available	available	ADJ
easat-4243	35	5	feedback	feedback	NOUN
easat-4243	35	6	,	,	PUNCT
easat-4243	35	7	the	the	DET
easat-4243	35	8	most	most	ADV
easat-4243	35	9	important	important	ADJ
easat-4243	35	10	techniques	technique	NOUN
easat-4243	35	11	used	use	VERB
easat-4243	35	12	for	for	ADP
easat-4243	35	13	learning	learn	VERB
easat-4243	35	14	in	in	ADP
easat-4243	35	15	the	the	DET
easat-4243	35	16	industry	industry	NOUN
easat-4243	35	17	4.0	4.0	NUM
easat-4243	35	18	are	be	AUX
easat-4243	35	19	reinforcement	reinforcement	NOUN
easat-4243	35	20	,	,	PUNCT
easat-4243	35	21	supervised	supervise	VERB
easat-4243	35	22	,	,	PUNCT
easat-4243	35	23	and	and	CCONJ
easat-4243	35	24	unsupervised	unsupervised	ADJ
easat-4243	35	25	techniques	technique	NOUN
easat-4243	35	26	.	.	PUNCT
easat-4243	36	1	cadavid	cadavid	PROPN
easat-4243	36	2	,	,	PUNCT
easat-4243	36	3	lamouri	lamouri	PROPN
easat-4243	36	4	,	,	PUNCT
easat-4243	36	5	grabot	grabot	PROPN
easat-4243	36	6	,	,	PUNCT
easat-4243	36	7	pellerin	pellerin	PROPN
easat-4243	36	8	,	,	PUNCT
easat-4243	36	9	&	&	CCONJ
easat-4243	36	10	fortin	fortin	PROPN
easat-4243	37	1	[	[	X
easat-4243	37	2	5	5	NUM
easat-4243	37	3	]	]	PUNCT
easat-4243	37	4	in	in	ADP
easat-4243	37	5	a	a	DET
easat-4243	37	6	similar	similar	ADJ
easat-4243	37	7	light	light	NOUN
easat-4243	37	8	also	also	ADV
easat-4243	37	9	state	state	VERB
easat-4243	37	10	that	that	SCONJ
easat-4243	37	11	with	with	ADP
easat-4243	37	12	the	the	DET
easat-4243	37	13	advent	advent	NOUN
easat-4243	37	14	of	of	ADP
easat-4243	37	15	industry	industry	NOUN
easat-4243	37	16	4.0	4.0	NUM
easat-4243	37	17	,	,	PUNCT
easat-4243	37	18	high	high	ADJ
easat-4243	37	19	computing	computing	NOUN
easat-4243	37	20	power	power	NOUN
easat-4243	37	21	,	,	PUNCT
easat-4243	37	22	copious	copious	ADJ
easat-4243	37	23	availability	availability	NOUN
easat-4243	37	24	of	of	ADP
easat-4243	37	25	data	datum	NOUN
easat-4243	37	26	,	,	PUNCT
easat-4243	37	27	and	and	CCONJ
easat-4243	37	28	large	large	ADJ
easat-4243	37	29	storage	storage	NOUN
easat-4243	37	30	capacity	capacity	NOUN
easat-4243	37	31	,	,	PUNCT
easat-4243	37	32	machine	machine	NOUN
easat-4243	37	33	learning	learning	NOUN
easat-4243	37	34	(	(	PUNCT
easat-4243	37	35	ml	ml	NOUN
easat-4243	37	36	)	)	PUNCT
easat-4243	37	37	approaches	approach	NOUN
easat-4243	37	38	have	have	AUX
easat-4243	37	39	emerged	emerge	VERB
easat-4243	37	40	as	as	ADP
easat-4243	37	41	an	an	DET
easat-4243	37	42	appealing	appealing	ADJ
easat-4243	37	43	solution	solution	NOUN
easat-4243	37	44	to	to	ADP
easat-4243	37	45	enhancing	enhance	VERB
easat-4243	37	46	predictive	predictive	ADJ
easat-4243	37	47	analytics	analytic	NOUN
easat-4243	37	48	and	and	CCONJ
easat-4243	37	49	tackling	tackle	VERB
easat-4243	37	50	manufacturing	manufacturing	NOUN
easat-4243	37	51	challenges	challenge	NOUN
easat-4243	37	52	.	.	PUNCT
easat-4243	38	1	the	the	DET
easat-4243	38	2	rapid	rapid	ADJ
easat-4243	38	3	evolution	evolution	NOUN
easat-4243	38	4	of	of	ADP
easat-4243	38	5	technologies	technology	NOUN
easat-4243	38	6	interconnected	interconnect	VERB
easat-4243	38	7	with	with	ADP
easat-4243	38	8	internet	internet	NOUN
easat-4243	38	9	of	of	ADP
easat-4243	38	10	things	thing	NOUN
easat-4243	38	11	and	and	CCONJ
easat-4243	38	12	ict	ict	PROPN
easat-4243	38	13	enabled	enable	VERB
easat-4243	38	14	the	the	DET
easat-4243	38	15	growth	growth	NOUN
easat-4243	38	16	of	of	ADP
easat-4243	38	17	manufacturing	manufacturing	NOUN
easat-4243	38	18	that	that	PRON
easat-4243	38	19	led	lead	VERB
easat-4243	38	20	to	to	ADP
easat-4243	38	21	industry	industry	NOUN
easat-4243	38	22	4.0	4.0	NUM
easat-4243	38	23	.	.	PUNCT
easat-4243	38	24	bajic	bajic	NOUN
easat-4243	38	25	et	et	PROPN
easat-4243	38	26	al	al	PROPN
easat-4243	38	27	.	.	PUNCT
easat-4243	39	1	[	[	X
easat-4243	39	2	2	2	X
easat-4243	39	3	]	]	PUNCT
easat-4243	39	4	contend	contend	VERB
easat-4243	39	5	that	that	SCONJ
easat-4243	39	6	the	the	DET
easat-4243	39	7	implementation	implementation	NOUN
easat-4243	39	8	of	of	ADP
easat-4243	39	9	cyber	cyber	NOUN
easat-4243	39	10	-	-	PUNCT
easat-4243	39	11	physical	physical	ADJ
easat-4243	39	12	systems	system	NOUN
easat-4243	39	13	(	(	PUNCT
easat-4243	39	14	cps	cps	PROPN
easat-4243	39	15	)	)	PUNCT
easat-4243	39	16	combined	combine	VERB
easat-4243	39	17	with	with	ADP
easat-4243	39	18	internet	internet	NOUN
easat-4243	39	19	of	of	ADP
easat-4243	39	20	things	thing	NOUN
easat-4243	39	21	can	can	AUX
easat-4243	39	22	provide	provide	VERB
easat-4243	39	23	flexible	flexible	ADJ
easat-4243	39	24	,	,	PUNCT
easat-4243	39	25	intelligent	intelligent	ADJ
easat-4243	39	26	systems	system	NOUN
easat-4243	39	27	that	that	PRON
easat-4243	39	28	are	be	AUX
easat-4243	39	29	capable	capable	ADJ
easat-4243	39	30	of	of	ADP
easat-4243	39	31	self	self	NOUN
easat-4243	39	32	-	-	PUNCT
easat-4243	39	33	learning	learning	NOUN
easat-4243	39	34	that	that	PRON
easat-4243	39	35	represents	represent	VERB
easat-4243	39	36	the	the	DET
easat-4243	39	37	core	core	NOUN
easat-4243	39	38	of	of	ADP
easat-4243	39	39	industry	industry	NOUN
easat-4243	39	40	4.0	4.0	NUM
easat-4243	39	41	.	.	PUNCT
easat-4243	40	1	nevertheless	nevertheless	ADV
easat-4243	40	2	,	,	PUNCT
easat-4243	40	3	in	in	ADP
easat-4243	40	4	order	order	NOUN
easat-4243	40	5	to	to	PART
easat-4243	40	6	achieve	achieve	VERB
easat-4243	40	7	flexible	flexible	ADJ
easat-4243	40	8	and	and	CCONJ
easat-4243	40	9	intelligent	intelligent	ADJ
easat-4243	40	10	systems	system	NOUN
easat-4243	40	11	,	,	PUNCT
easat-4243	40	12	there	there	PRON
easat-4243	40	13	is	be	VERB
easat-4243	40	14	a	a	DET
easat-4243	40	15	requirement	requirement	NOUN
easat-4243	40	16	of	of	ADP
easat-4243	40	17	big	big	ADJ
easat-4243	40	18	data	datum	NOUN
easat-4243	40	19	.	.	PUNCT
easat-4243	41	1	cadavid	cadavid	INTJ
easat-4243	41	2	et	et	PROPN
easat-4243	41	3	al	al	PROPN
easat-4243	41	4	.	.	PUNCT
easat-4243	42	1	[	[	X
easat-4243	42	2	5	5	NUM
easat-4243	42	3	]	]	PUNCT
easat-4243	42	4	concur	concur	NOUN
easat-4243	42	5	with	with	ADP
easat-4243	42	6	bajic	bajic	NOUN
easat-4243	42	7	et	et	PROPN
easat-4243	42	8	al	al	PROPN
easat-4243	42	9	.	.	PUNCT
easat-4243	43	1	[	[	X
easat-4243	43	2	2	2	X
easat-4243	43	3	]	]	PUNCT
easat-4243	43	4	by	by	ADP
easat-4243	43	5	asserting	assert	VERB
easat-4243	43	6	that	that	SCONJ
easat-4243	43	7	in	in	ADP
easat-4243	43	8	big	big	ADJ
easat-4243	43	9	data	datum	NOUN
easat-4243	43	10	’s	’s	PART
easat-4243	43	11	knowledge	knowledge	NOUN
easat-4243	43	12	discovery	discovery	NOUN
easat-4243	43	13	in	in	ADP
easat-4243	43	14	databases	database	NOUN
easat-4243	43	15	(	(	PUNCT
easat-4243	43	16	kdd	kdd	PROPN
easat-4243	43	17	)	)	PUNCT
easat-4243	43	18	,	,	PUNCT
easat-4243	43	19	machine	machine	NOUN
easat-4243	43	20	learning	learning	NOUN
easat-4243	43	21	along	along	ADP
easat-4243	43	22	with	with	ADP
easat-4243	43	23	data	datum	NOUN
easat-4243	43	24	mining	mining	NOUN
easat-4243	43	25	,	,	PUNCT
easat-4243	43	26	pattern	pattern	NOUN
easat-4243	43	27	recognition	recognition	NOUN
easat-4243	43	28	,	,	PUNCT
easat-4243	43	29	statistic	statistic	ADJ
easat-4243	43	30	and	and	CCONJ
easat-4243	43	31	other	other	ADJ
easat-4243	43	32	methods	method	NOUN
easat-4243	43	33	play	play	VERB
easat-4243	43	34	an	an	DET
easat-4243	43	35	important	important	ADJ
easat-4243	43	36	role	role	NOUN
easat-4243	43	37	.	.	PUNCT
easat-4243	44	1	as	as	ADP
easat-4243	44	2	a	a	DET
easat-4243	44	3	major	major	ADJ
easat-4243	44	4	part	part	NOUN
easat-4243	44	5	of	of	ADP
easat-4243	44	6	the	the	DET
easat-4243	44	7	intelligent	intelligent	ADJ
easat-4243	44	8	system	system	NOUN
easat-4243	44	9	in	in	ADP
easat-4243	44	10	industry	industry	NOUN
easat-4243	44	11	4.0	4.0	NUM
easat-4243	44	12	,	,	PUNCT
easat-4243	44	13	ml	ml	PART
easat-4243	44	14	helps	help	VERB
easat-4243	44	15	in	in	ADP
easat-4243	44	16	the	the	DET
easat-4243	44	17	generation	generation	NOUN
easat-4243	44	18	of	of	ADP
easat-4243	44	19	new	new	ADJ
easat-4243	44	20	information	information	NOUN
easat-4243	44	21	/	/	SYM
easat-4243	44	22	knowledge	knowledge	NOUN
easat-4243	44	23	that	that	PRON
easat-4243	44	24	supports	support	VERB
easat-4243	44	25	the	the	DET
easat-4243	44	26	process	process	NOUN
easat-4243	44	27	of	of	ADP
easat-4243	44	28	making	make	VERB
easat-4243	44	29	accurate	accurate	ADJ
easat-4243	44	30	predictions	prediction	NOUN
easat-4243	44	31	or	or	CCONJ
easat-4243	44	32	decision	decision	NOUN
easat-4243	44	33	making	making	NOUN
easat-4243	44	34	in	in	ADP
easat-4243	44	35	the	the	DET
easat-4243	44	36	manufacturing	manufacturing	NOUN
easat-4243	44	37	and	and	CCONJ
easat-4243	44	38	other	other	ADJ
easat-4243	44	39	environments	environment	NOUN
easat-4243	44	40	.	.	PUNCT
easat-4243	45	1	this	this	PRON
easat-4243	45	2	is	be	AUX
easat-4243	45	3	because	because	SCONJ
easat-4243	45	4	of	of	ADP
easat-4243	45	5	its	its	PRON
easat-4243	45	6	immense	immense	ADJ
easat-4243	45	7	ability	ability	NOUN
easat-4243	45	8	at	at	ADP
easat-4243	45	9	pattern	pattern	NOUN
easat-4243	45	10	recognition	recognition	NOUN
easat-4243	45	11	among	among	ADP
easat-4243	45	12	data	datum	NOUN
easat-4243	45	13	sets	set	NOUN
easat-4243	45	14	that	that	PRON
easat-4243	45	15	describe	describe	VERB
easat-4243	45	16	the	the	DET
easat-4243	45	17	structure	structure	NOUN
easat-4243	45	18	and	and	CCONJ
easat-4243	45	19	relationships	relationship	NOUN
easat-4243	45	20	among	among	ADP
easat-4243	45	21	those	those	DET
easat-4243	45	22	sets	set	NOUN
easat-4243	45	23	.	.	PUNCT
easat-4243	46	1	alcácer	alcácer	PROPN
easat-4243	46	2	&	&	CCONJ
easat-4243	46	3	cruz	cruz	PROPN
easat-4243	46	4	-	-	PUNCT
easat-4243	46	5	machado	machado	PROPN
easat-4243	47	1	[	[	X
easat-4243	47	2	1	1	NUM
easat-4243	47	3	]	]	PUNCT
easat-4243	47	4	,	,	PUNCT
easat-4243	47	5	akin	akin	ADJ
easat-4243	47	6	to	to	AUX
easat-4243	47	7	cioffi	cioffi	VERB
easat-4243	47	8	et	et	NOUN
easat-4243	47	9	al	al	PROPN
easat-4243	47	10	.	.	PUNCT
easat-4243	48	1	[	[	X
easat-4243	48	2	6	6	NUM
easat-4243	48	3	]	]	PUNCT
easat-4243	48	4	performed	perform	VERB
easat-4243	48	5	a	a	DET
easat-4243	48	6	literature	literature	NOUN
easat-4243	48	7	review	review	NOUN
easat-4243	48	8	with	with	ADP
easat-4243	48	9	specific	specific	ADJ
easat-4243	48	10	emphasis	emphasis	NOUN
easat-4243	48	11	on	on	ADP
easat-4243	48	12	forecasting	forecasting	NOUN
easat-4243	48	13	analytics	analytic	NOUN
easat-4243	48	14	of	of	ADP
easat-4243	48	15	technologies	technology	NOUN
easat-4243	48	16	for	for	ADP
easat-4243	48	17	manufacturing	manufacturing	NOUN
easat-4243	48	18	systems	system	NOUN
easat-4243	48	19	within	within	ADP
easat-4243	48	20	the	the	DET
easat-4243	48	21	context	context	NOUN
easat-4243	48	22	of	of	ADP
easat-4243	48	23	industry	industry	NOUN
easat-4243	48	24	4.0	4.0	NUM
easat-4243	48	25	.	.	PUNCT
easat-4243	49	1	as	as	SCONJ
easat-4243	49	2	the	the	DET
easat-4243	49	3	researchers	researcher	NOUN
easat-4243	49	4	rightly	rightly	ADV
easat-4243	49	5	mention	mention	VERB
easat-4243	49	6	,	,	PUNCT
easat-4243	49	7	industry	industry	NOUN
easat-4243	49	8	4.0	4.0	NUM
easat-4243	49	9	leads	lead	VERB
easat-4243	49	10	to	to	ADP
easat-4243	49	11	the	the	DET
easat-4243	49	12	digitization	digitization	NOUN
easat-4243	49	13	era	era	NOUN
easat-4243	49	14	.	.	PUNCT
easat-4243	50	1	the	the	DET
easat-4243	50	2	researchers	researcher	NOUN
easat-4243	50	3	found	find	VERB
easat-4243	50	4	out	out	ADP
easat-4243	50	5	that	that	SCONJ
easat-4243	50	6	most	most	ADJ
easat-4243	50	7	of	of	ADP
easat-4243	50	8	the	the	DET
easat-4243	50	9	reviewed	review	VERB
easat-4243	50	10	literature	literature	NOUN
easat-4243	50	11	identified	identify	VERB
easat-4243	50	12	nine	nine	NUM
easat-4243	50	13	pillars	pillar	NOUN
easat-4243	50	14	or	or	CCONJ
easat-4243	50	15	building	build	VERB
easat-4243	50	16	blocks	block	NOUN
easat-4243	50	17	of	of	ADP
easat-4243	50	18	the	the	DET
easat-4243	50	19	industry	industry	NOUN
easat-4243	50	20	4.0	4.0	NUM
easat-4243	50	21	framework	framework	NOUN
easat-4243	50	22	.	.	PUNCT
easat-4243	51	1	these	these	DET
easat-4243	51	2	pillars	pillar	NOUN
easat-4243	51	3	,	,	PUNCT
easat-4243	51	4	in	in	ADP
easat-4243	51	5	addition	addition	NOUN
easat-4243	51	6	to	to	ADP
easat-4243	51	7	those	those	PRON
easat-4243	51	8	identified	identify	VERB
easat-4243	51	9	by	by	ADP
easat-4243	51	10	bajic	bajic	NOUN
easat-4243	51	11	et	et	PROPN
easat-4243	51	12	al	al	PROPN
easat-4243	51	13	.	.	PUNCT
easat-4243	52	1	[	[	X
easat-4243	52	2	2	2	NUM
easat-4243	52	3	]	]	PUNCT
easat-4243	52	4	,	,	PUNCT
easat-4243	52	5	include	include	VERB
easat-4243	52	6	the	the	DET
easat-4243	52	7	industrial	industrial	ADJ
easat-4243	52	8	internet	internet	NOUN
easat-4243	52	9	of	of	ADP
easat-4243	52	10	things	thing	NOUN
easat-4243	52	11	,	,	PUNCT
easat-4243	52	12	cloud	cloud	NOUN
easat-4243	52	13	computing	computing	NOUN
easat-4243	52	14	,	,	PUNCT
easat-4243	52	15	big	big	ADJ
easat-4243	52	16	data	data	PROPN
easat-4243	52	17	,	,	PUNCT
easat-4243	52	18	simulation	simulation	NOUN
easat-4243	52	19	,	,	PUNCT
easat-4243	52	20	augmented	augment	VERB
easat-4243	52	21	reality	reality	NOUN
easat-4243	52	22	,	,	PUNCT
easat-4243	52	23	additive	additive	ADJ
easat-4243	52	24	manufacturing	manufacturing	NOUN
easat-4243	52	25	,	,	PUNCT
easat-4243	52	26	horizontal	horizontal	ADJ
easat-4243	52	27	and	and	CCONJ
easat-4243	52	28	vertical	vertical	ADJ
easat-4243	52	29	systems	system	NOUN
easat-4243	52	30	integration	integration	NOUN
easat-4243	52	31	,	,	PUNCT
easat-4243	52	32	autonomous	autonomous	ADJ
easat-4243	52	33	robots	robot	NOUN
easat-4243	52	34	,	,	PUNCT
easat-4243	52	35	and	and	CCONJ
easat-4243	52	36	cyber	cyber	ADJ
easat-4243	52	37	security	security	NOUN
easat-4243	52	38	.	.	PUNCT
easat-4243	53	1	for	for	ADP
easat-4243	53	2	industry	industry	NOUN
easat-4243	53	3	4.0	4.0	NUM
easat-4243	53	4	success	success	NOUN
easat-4243	53	5	,	,	PUNCT
easat-4243	53	6	alcácer	alcácer	NOUN
easat-4243	53	7	&	&	CCONJ
easat-4243	53	8	cruz	cruz	PROPN
easat-4243	53	9	-	-	PUNCT
easat-4243	53	10	machado	machado	PROPN
easat-4243	53	11	[	[	X
easat-4243	53	12	1	1	X
easat-4243	53	13	]	]	PUNCT
easat-4243	53	14	acknowledge	acknowledge	VERB
easat-4243	53	15	that	that	SCONJ
easat-4243	53	16	data	datum	NOUN
easat-4243	53	17	security	security	NOUN
easat-4243	53	18	is	be	AUX
easat-4243	53	19	necessary	necessary	ADJ
easat-4243	53	20	.	.	PUNCT
easat-4243	54	1	based	base	VERB
easat-4243	54	2	on	on	ADP
easat-4243	54	3	real	real	ADJ
easat-4243	54	4	-	-	PUNCT
easat-4243	54	5	world	world	NOUN
easat-4243	54	6	cases	case	NOUN
easat-4243	54	7	of	of	ADP
easat-4243	54	8	predictive	predictive	ADJ
easat-4243	54	9	quality	quality	NOUN
easat-4243	54	10	management	management	NOUN
easat-4243	54	11	and	and	CCONJ
easat-4243	54	12	an	an	DET
easat-4243	54	13	extensive	extensive	ADJ
easat-4243	54	14	review	review	NOUN
easat-4243	54	15	of	of	ADP
easat-4243	54	16	literature	literature	PROPN
easat-4243	54	17	,	,	PUNCT
easat-4243	54	18	lee	lee	PROPN
easat-4243	54	19	,	,	PUNCT
easat-4243	54	20	lee	lee	PROPN
easat-4243	54	21	,	,	PUNCT
easat-4243	54	22	&	&	CCONJ
easat-4243	54	23	kim	kim	PROPN
easat-4243	54	24	[	[	X
easat-4243	54	25	10	10	NUM
easat-4243	54	26	]	]	PUNCT
easat-4243	54	27	sought	seek	VERB
easat-4243	54	28	to	to	PART
easat-4243	54	29	present	present	VERB
easat-4243	54	30	new	new	ADJ
easat-4243	54	31	,	,	PUNCT
easat-4243	54	32	novel	novel	ADJ
easat-4243	54	33	ideas	idea	NOUN
easat-4243	54	34	for	for	ADP
easat-4243	54	35	predictive	predictive	ADJ
easat-4243	54	36	quality	quality	NOUN
easat-4243	54	37	management	management	NOUN
easat-4243	54	38	grounded	ground	VERB
easat-4243	54	39	on	on	ADP
easat-4243	54	40	new	new	ADJ
easat-4243	54	41	technologies	technology	NOUN
easat-4243	54	42	.	.	PUNCT
easat-4243	55	1	the	the	DET
easat-4243	55	2	real	real	ADJ
easat-4243	55	3	-	-	PUNCT
easat-4243	55	4	world	world	NOUN
easat-4243	55	5	cases	case	NOUN
easat-4243	55	6	used	use	VERB
easat-4243	55	7	in	in	ADP
easat-4243	55	8	this	this	DET
easat-4243	55	9	investigation	investigation	NOUN
easat-4243	55	10	included	include	VERB
easat-4243	55	11	rolls	roll	NOUN
easat-4243	55	12	royce	royce	PROPN
easat-4243	55	13	,	,	PUNCT
easat-4243	55	14	hyundai	hyundai	PROPN
easat-4243	55	15	motors	motors	PROPN
easat-4243	55	16	,	,	PUNCT
easat-4243	55	17	bosch	bosch	PROPN
easat-4243	55	18	,	,	PUNCT
easat-4243	55	19	clova	clova	X
easat-4243	55	20	,	,	PUNCT
easat-4243	55	21	and	and	CCONJ
easat-4243	55	22	john	john	PROPN
easat-4243	55	23	deere	deere	PROPN
easat-4243	55	24	.	.	PUNCT
easat-4243	56	1	the	the	DET
easat-4243	56	2	researchers	researcher	NOUN
easat-4243	56	3	contend	contend	VERB
easat-4243	56	4	that	that	SCONJ
easat-4243	56	5	the	the	DET
easat-4243	56	6	industry	industry	NOUN
easat-4243	56	7	4.0	4.0	NUM
easat-4243	56	8	era	era	NOUN
easat-4243	56	9	necessitates	necessitate	VERB
easat-4243	56	10	new	new	ADJ
easat-4243	56	11	quality	quality	NOUN
easat-4243	56	12	management	management	NOUN
easat-4243	56	13	systems	system	NOUN
easat-4243	56	14	because	because	SCONJ
easat-4243	56	15	of	of	ADP
easat-4243	56	16	the	the	DET
easat-4243	56	17	advent	advent	NOUN
easat-4243	56	18	of	of	ADP
easat-4243	56	19	advanced	advanced	ADJ
easat-4243	56	20	digital	digital	ADJ
easat-4243	56	21	technologies	technology	NOUN
easat-4243	56	22	and	and	CCONJ
easat-4243	56	23	the	the	DET
easat-4243	56	24	everincreasing	everincreasing	ADJ
easat-4243	56	25	complexity	complexity	NOUN
easat-4243	56	26	of	of	ADP
easat-4243	56	27	the	the	DET
easat-4243	56	28	global	global	PROPN
easat-4243	56	29	business	business	PROPN
easat-4243	56	30	environment	environment	PROPN
easat-4243	56	31	,	,	PUNCT
easat-4243	56	32	an	an	DET
easat-4243	56	33	opinion	opinion	NOUN
easat-4243	56	34	also	also	ADV
easat-4243	56	35	shared	share	VERB
easat-4243	56	36	by	by	ADP
easat-4243	56	37	lasi	lasi	PROPN
easat-4243	56	38	et	et	PROPN
easat-4243	56	39	al	al	PROPN
easat-4243	56	40	.	.	PUNCT
easat-4243	57	1	[	[	X
easat-4243	57	2	8	8	NUM
easat-4243	57	3	]	]	PUNCT
easat-4243	57	4	.	.	PUNCT
easat-4243	58	1	after	after	ADP
easat-4243	58	2	conducting	conduct	VERB
easat-4243	58	3	their	their	PRON
easat-4243	58	4	analysis	analysis	NOUN
easat-4243	58	5	,	,	PUNCT
easat-4243	58	6	results	result	NOUN
easat-4243	58	7	by	by	ADP
easat-4243	58	8	lee	lee	PROPN
easat-4243	58	9	et	et	PROPN
easat-4243	58	10	al	al	PROPN
easat-4243	58	11	.	.	PUNCT
easat-4243	59	1	[	[	X
easat-4243	59	2	10	10	NUM
easat-4243	59	3	]	]	PUNCT
easat-4243	59	4	indicated	indicate	VERB
easat-4243	59	5	that	that	SCONJ
easat-4243	59	6	advanced	advanced	ADJ
easat-4243	59	7	technology	technology	NOUN
easat-4243	59	8	facilitated	facilitate	VERB
easat-4243	59	9	predictive	predictive	ADJ
easat-4243	59	10	maintenance	maintenance	NOUN
easat-4243	59	11	in	in	ADP
easat-4243	59	12	the	the	DET
easat-4243	59	13	advanced	advanced	ADJ
easat-4243	59	14	industries	industry	NOUN
easat-4243	59	15	studied	study	VERB
easat-4243	59	16	.	.	PUNCT
easat-4243	60	1	they	they	PRON
easat-4243	60	2	also	also	ADV
easat-4243	60	3	established	establish	VERB
easat-4243	60	4	that	that	SCONJ
easat-4243	60	5	this	this	DET
easat-4243	60	6	predictive	predictive	ADJ
easat-4243	60	7	maintenance	maintenance	NOUN
easat-4243	60	8	could	could	AUX
easat-4243	60	9	find	find	VERB
easat-4243	60	10	direct	direct	ADJ
easat-4243	60	11	application	application	NOUN
easat-4243	60	12	to	to	ADP
easat-4243	60	13	various	various	ADJ
easat-4243	60	14	industries	industry	NOUN
easat-4243	60	15	through	through	ADP
easat-4243	60	16	capitalizing	capitalize	VERB
easat-4243	60	17	on	on	ADP
easat-4243	60	18	big	big	ADJ
easat-4243	60	19	data	datum	NOUN
easat-4243	60	20	analytics	analytic	NOUN
easat-4243	60	21	,	,	PUNCT
easat-4243	60	22	ai	ai	VERB
easat-4243	60	23	,	,	PUNCT
easat-4243	60	24	smart	smart	ADJ
easat-4243	60	25	sensors	sensor	NOUN
easat-4243	60	26	,	,	PUNCT
easat-4243	60	27	and	and	CCONJ
easat-4243	60	28	platform	platform	NOUN
easat-4243	60	29	construction	construction	NOUN
easat-4243	60	30	.	.	PUNCT
easat-4243	61	1	the	the	DET
easat-4243	61	2	investigation	investigation	NOUN
easat-4243	61	3	by	by	ADP
easat-4243	61	4	lee	lee	PROPN
easat-4243	61	5	et	et	PROPN
easat-4243	61	6	al	al	PROPN
easat-4243	61	7	.	.	PUNCT
easat-4243	62	1	[	[	X
easat-4243	62	2	10	10	NUM
easat-4243	62	3	]	]	PUNCT
easat-4243	62	4	further	far	ADV
easat-4243	62	5	disclosed	disclose	VERB
easat-4243	62	6	that	that	SCONJ
easat-4243	62	7	such	such	ADJ
easat-4243	62	8	predictive	predictive	ADJ
easat-4243	62	9	management	management	NOUN
easat-4243	62	10	systems	system	NOUN
easat-4243	62	11	could	could	AUX
easat-4243	62	12	become	become	VERB
easat-4243	62	13	living	living	NOUN
easat-4243	62	14	ecosystems	ecosystem	NOUN
easat-4243	62	15	with	with	ADP
easat-4243	62	16	the	the	DET
easat-4243	62	17	potential	potential	NOUN
easat-4243	62	18	of	of	ADP
easat-4243	62	19	performing	perform	VERB
easat-4243	62	20	cause	cause	NOUN
easat-4243	62	21	-	-	PUNCT
easat-4243	62	22	effect	effect	NOUN
easat-4243	62	23	analysis	analysis	NOUN
easat-4243	62	24	,	,	PUNCT
easat-4243	62	25	big	big	ADJ
easat-4243	62	26	data	datum	NOUN
easat-4243	62	27	analytics	analytic	NOUN
easat-4243	62	28	and	and	CCONJ
easat-4243	62	29	monitoring	monitoring	NOUN
easat-4243	62	30	,	,	PUNCT
easat-4243	62	31	and	and	CCONJ
easat-4243	62	32	fostering	foster	VERB
easat-4243	62	33	effective	effective	ADJ
easat-4243	62	34	decisionmaking	decisionmaking	NOUN
easat-4243	62	35	in	in	ADP
easat-4243	62	36	real	real	ADJ
easat-4243	62	37	world	world	NOUN
easat-4243	62	38	.	.	PUNCT
easat-4243	63	1	9780	9780	NUM
easat-4243	63	2	edelweiss	edelweiss	PROPN
easat-4243	63	3	applied	apply	VERB
easat-4243	63	4	science	science	NOUN
easat-4243	63	5	and	and	CCONJ
easat-4243	63	6	technology	technology	NOUN
easat-4243	63	7	issn	issn	PROPN
easat-4243	63	8	:	:	PUNCT
easat-4243	63	9	2576	2576	NUM
easat-4243	63	10	-	-	SYM
easat-4243	63	11	8484	8484	NUM
easat-4243	63	12	vol	vol	NOUN
easat-4243	63	13	.	.	PROPN
easat-4243	63	14	8	8	NUM
easat-4243	63	15	,	,	PUNCT
easat-4243	63	16	no	no	INTJ
easat-4243	63	17	.	.	NOUN
easat-4243	64	1	6	6	NUM
easat-4243	64	2	:	:	SYM
easat-4243	64	3	9778	9778	NUM
easat-4243	64	4	-	-	SYM
easat-4243	64	5	9783	9783	NUM
easat-4243	64	6	,	,	PUNCT
easat-4243	64	7	2024	2024	NUM
easat-4243	64	8	doi	doi	NOUN
easat-4243	64	9	:	:	PUNCT
easat-4243	64	10	10.55214/25768484.v8i6.4243	10.55214/25768484.v8i6.4243	NUM
easat-4243	64	11	©	©	ADP
easat-4243	64	12	2024	2024	NUM
easat-4243	64	13	by	by	ADP
easat-4243	64	14	the	the	DET
easat-4243	64	15	author	author	NOUN
easat-4243	64	16	;	;	PUNCT
easat-4243	64	17	licensee	licensee	PROPN
easat-4243	64	18	learning	learning	PROPN
easat-4243	64	19	gate	gate	PROPN
easat-4243	64	20	nagy	nagy	NOUN
easat-4243	64	21	,	,	PUNCT
easat-4243	64	22	oláh	oláh	NOUN
easat-4243	64	23	,	,	PUNCT
easat-4243	64	24	erdei	erdei	NOUN
easat-4243	64	25	,	,	PUNCT
easat-4243	64	26	máté	máté	NOUN
easat-4243	64	27	,	,	PUNCT
easat-4243	64	28	&	&	CCONJ
easat-4243	64	29	popp	popp	VERB
easat-4243	65	1	[	[	X
easat-4243	65	2	11	11	NUM
easat-4243	65	3	]	]	PUNCT
easat-4243	65	4	from	from	ADP
easat-4243	65	5	a	a	DET
easat-4243	65	6	different	different	ADJ
easat-4243	65	7	dimension	dimension	NOUN
easat-4243	65	8	sought	seek	VERB
easat-4243	65	9	to	to	PART
easat-4243	65	10	investigate	investigate	VERB
easat-4243	65	11	the	the	DET
easat-4243	65	12	predictive	predictive	ADJ
easat-4243	65	13	analytics	analytic	NOUN
easat-4243	65	14	of	of	ADP
easat-4243	65	15	industry	industry	NOUN
easat-4243	65	16	4.0	4.0	NUM
easat-4243	65	17	and	and	CCONJ
easat-4243	65	18	the	the	DET
easat-4243	65	19	internet	internet	NOUN
easat-4243	65	20	of	of	ADP
easat-4243	65	21	things	thing	NOUN
easat-4243	65	22	on	on	ADP
easat-4243	65	23	the	the	DET
easat-4243	65	24	business	business	NOUN
easat-4243	65	25	strategy	strategy	NOUN
easat-4243	65	26	of	of	ADP
easat-4243	65	27	the	the	DET
easat-4243	65	28	value	value	NOUN
easat-4243	65	29	chain	chain	NOUN
easat-4243	65	30	in	in	ADP
easat-4243	65	31	hungary	hungary	PROPN
easat-4243	65	32	.	.	PUNCT
easat-4243	66	1	the	the	DET
easat-4243	66	2	researchers	researcher	NOUN
easat-4243	66	3	affirm	affirm	VERB
easat-4243	66	4	that	that	SCONJ
easat-4243	66	5	in	in	ADP
easat-4243	66	6	the	the	DET
easat-4243	66	7	era	era	NOUN
easat-4243	66	8	of	of	ADP
easat-4243	66	9	digitalization	digitalization	NOUN
easat-4243	66	10	,	,	PUNCT
easat-4243	66	11	companies	company	NOUN
easat-4243	66	12	“	"	PUNCT
easat-4243	66	13	are	be	AUX
easat-4243	66	14	increasingly	increasingly	ADV
easat-4243	66	15	investing	invest	VERB
easat-4243	66	16	in	in	ADP
easat-4243	66	17	tools	tool	NOUN
easat-4243	66	18	and	and	CCONJ
easat-4243	66	19	solutions	solution	NOUN
easat-4243	66	20	that	that	PRON
easat-4243	66	21	allow	allow	VERB
easat-4243	66	22	their	their	PRON
easat-4243	66	23	processes	process	NOUN
easat-4243	66	24	,	,	PUNCT
easat-4243	66	25	machines	machine	NOUN
easat-4243	66	26	,	,	PUNCT
easat-4243	66	27	employees	employee	NOUN
easat-4243	66	28	,	,	PUNCT
easat-4243	66	29	and	and	CCONJ
easat-4243	66	30	even	even	ADV
easat-4243	66	31	the	the	DET
easat-4243	66	32	products	product	NOUN
easat-4243	66	33	themselves	themselves	PRON
easat-4243	66	34	,	,	PUNCT
easat-4243	66	35	to	to	PART
easat-4243	66	36	be	be	AUX
easat-4243	66	37	integrated	integrate	VERB
easat-4243	66	38	into	into	ADP
easat-4243	66	39	a	a	DET
easat-4243	66	40	single	single	ADJ
easat-4243	66	41	integrated	integrate	VERB
easat-4243	66	42	network	network	NOUN
easat-4243	66	43	for	for	ADP
easat-4243	66	44	data	data	NOUN
easat-4243	66	45	collection	collection	NOUN
easat-4243	66	46	,	,	PUNCT
easat-4243	66	47	data	datum	NOUN
easat-4243	66	48	analysis	analysis	NOUN
easat-4243	66	49	,	,	PUNCT
easat-4243	66	50	the	the	DET
easat-4243	66	51	evaluation	evaluation	NOUN
easat-4243	66	52	of	of	ADP
easat-4243	66	53	company	company	NOUN
easat-4243	66	54	development	development	NOUN
easat-4243	66	55	,	,	PUNCT
easat-4243	66	56	and	and	CCONJ
easat-4243	66	57	performance	performance	NOUN
easat-4243	66	58	improvement	improvement	NOUN
easat-4243	66	59	”	"	PUNCT
easat-4243	66	60	(	(	PUNCT
easat-4243	66	61	p.	p.	NOUN
easat-4243	66	62	3491	3491	NUM
easat-4243	66	63	)	)	PUNCT
easat-4243	66	64	.	.	PUNCT
easat-4243	67	1	nagy	nagy	PROPN
easat-4243	67	2	et	et	PROPN
easat-4243	67	3	al	al	PROPN
easat-4243	67	4	.	.	PUNCT
easat-4243	68	1	[	[	X
easat-4243	68	2	11	11	NUM
easat-4243	68	3	]	]	X
easat-4243	68	4	utilized	utilize	VERB
easat-4243	68	5	porter	porter	NOUN
easat-4243	68	6	’s	’s	PART
easat-4243	68	7	value	value	NOUN
easat-4243	68	8	chain	chain	NOUN
easat-4243	68	9	model	model	NOUN
easat-4243	68	10	in	in	ADP
easat-4243	68	11	studying	study	VERB
easat-4243	68	12	the	the	DET
easat-4243	68	13	effect	effect	NOUN
easat-4243	68	14	on	on	ADP
easat-4243	68	15	industry	industry	NOUN
easat-4243	68	16	4.0	4.0	NUM
easat-4243	68	17	on	on	ADP
easat-4243	68	18	the	the	DET
easat-4243	68	19	company	company	NOUN
easat-4243	68	20	.	.	PUNCT
easat-4243	69	1	in	in	ADP
easat-4243	69	2	their	their	PRON
easat-4243	69	3	investigation	investigation	NOUN
easat-4243	69	4	,	,	PUNCT
easat-4243	69	5	they	they	PRON
easat-4243	69	6	applied	apply	VERB
easat-4243	69	7	a	a	DET
easat-4243	69	8	dual	dual	ADJ
easat-4243	69	9	methodology	methodology	NOUN
easat-4243	69	10	that	that	PRON
easat-4243	69	11	involved	involve	VERB
easat-4243	69	12	sending	send	VERB
easat-4243	69	13	online	online	ADJ
easat-4243	69	14	questionnaires	questionnaire	NOUN
easat-4243	69	15	to	to	PART
easat-4243	69	16	logistical	logistical	ADJ
easat-4243	69	17	and	and	CCONJ
easat-4243	69	18	manufacturing	manufacturing	NOUN
easat-4243	69	19	services	service	NOUN
easat-4243	69	20	as	as	ADV
easat-4243	69	21	well	well	ADV
easat-4243	69	22	as	as	ADP
easat-4243	69	23	conducting	conduct	VERB
easat-4243	69	24	expert	expert	NOUN
easat-4243	69	25	interviews	interview	NOUN
easat-4243	69	26	with	with	ADP
easat-4243	69	27	manufacturing	manufacturing	NOUN
easat-4243	69	28	firms	firm	NOUN
easat-4243	69	29	to	to	PART
easat-4243	69	30	ascertain	ascertain	VERB
easat-4243	69	31	the	the	DET
easat-4243	69	32	manner	manner	NOUN
easat-4243	69	33	in	in	ADP
easat-4243	69	34	which	which	PRON
easat-4243	69	35	these	these	DET
easat-4243	69	36	firms	firm	NOUN
easat-4243	69	37	are	be	AUX
easat-4243	69	38	able	able	ADJ
easat-4243	69	39	to	to	PART
easat-4243	69	40	forecast	forecast	VERB
easat-4243	69	41	analytics	analytic	NOUN
easat-4243	69	42	for	for	ADP
easat-4243	69	43	industry	industry	NOUN
easat-4243	69	44	4.0	4.0	NUM
easat-4243	69	45	.	.	PUNCT
easat-4243	70	1	during	during	ADP
easat-4243	70	2	their	their	PRON
easat-4243	70	3	research	research	NOUN
easat-4243	70	4	,	,	PUNCT
easat-4243	70	5	nagy	nagy	PROPN
easat-4243	70	6	et	et	PROPN
easat-4243	70	7	al	al	PROPN
easat-4243	70	8	.	.	PUNCT
easat-4243	71	1	[	[	X
easat-4243	71	2	11	11	NUM
easat-4243	71	3	]	]	PUNCT
easat-4243	71	4	found	find	VERB
easat-4243	71	5	out	out	ADP
easat-4243	71	6	that	that	SCONJ
easat-4243	71	7	the	the	DET
easat-4243	71	8	spread	spread	NOUN
easat-4243	71	9	of	of	ADP
easat-4243	71	10	real	real	ADJ
easat-4243	71	11	-	-	PUNCT
easat-4243	71	12	time	time	NOUN
easat-4243	71	13	data	datum	NOUN
easat-4243	71	14	across	across	ADP
easat-4243	71	15	firms	firm	NOUN
easat-4243	71	16	,	,	PUNCT
easat-4243	71	17	given	give	VERB
easat-4243	71	18	the	the	DET
easat-4243	71	19	availability	availability	NOUN
easat-4243	71	20	of	of	ADP
easat-4243	71	21	appropriate	appropriate	ADJ
easat-4243	71	22	methods	method	NOUN
easat-4243	71	23	and	and	CCONJ
easat-4243	71	24	tools	tool	NOUN
easat-4243	71	25	,	,	PUNCT
easat-4243	71	26	could	could	AUX
easat-4243	71	27	have	have	VERB
easat-4243	71	28	a	a	DET
easat-4243	71	29	significant	significant	ADJ
easat-4243	71	30	effect	effect	NOUN
easat-4243	71	31	on	on	ADP
easat-4243	71	32	the	the	DET
easat-4243	71	33	entire	entire	ADJ
easat-4243	71	34	firm	firm	NOUN
easat-4243	71	35	including	include	VERB
easat-4243	71	36	the	the	DET
easat-4243	71	37	ability	ability	NOUN
easat-4243	71	38	to	to	PART
easat-4243	71	39	make	make	VERB
easat-4243	71	40	accurate	accurate	ADJ
easat-4243	71	41	forecasts	forecast	NOUN
easat-4243	71	42	and	and	CCONJ
easat-4243	71	43	decisions	decision	NOUN
easat-4243	71	44	.	.	PUNCT
easat-4243	72	1	just	just	ADV
easat-4243	72	2	like	like	INTJ
easat-4243	72	3	in	in	ADP
easat-4243	72	4	the	the	DET
easat-4243	72	5	study	study	NOUN
easat-4243	72	6	by	by	ADP
easat-4243	72	7	cioffi	cioffi	PROPN
easat-4243	72	8	et	et	PROPN
easat-4243	72	9	al	al	PROPN
easat-4243	72	10	.	.	PUNCT
easat-4243	73	1	[	[	X
easat-4243	73	2	6	6	NUM
easat-4243	73	3	]	]	PUNCT
easat-4243	73	4	,	,	PUNCT
easat-4243	73	5	nagy	nagy	PROPN
easat-4243	73	6	et	et	PROPN
easat-4243	73	7	al	al	PROPN
easat-4243	73	8	.	.	PUNCT
easat-4243	74	1	[	[	X
easat-4243	74	2	11	11	NUM
easat-4243	74	3	]	]	PUNCT
easat-4243	74	4	established	establish	VERB
easat-4243	74	5	that	that	SCONJ
easat-4243	74	6	companies	company	NOUN
easat-4243	74	7	using	use	VERB
easat-4243	74	8	cyber	cyber	ADJ
easat-4243	74	9	physical	physical	ADJ
easat-4243	74	10	system	system	NOUN
easat-4243	74	11	(	(	PUNCT
easat-4243	74	12	cps	cps	PROPN
easat-4243	74	13	)	)	PUNCT
easat-4243	74	14	,	,	PUNCT
easat-4243	74	15	cyber	cyber	PROPN
easat-4243	74	16	physical	physical	ADJ
easat-4243	74	17	production	production	NOUN
easat-4243	74	18	systems	system	NOUN
easat-4243	74	19	(	(	PUNCT
easat-4243	74	20	cpps	cpps	PROPN
easat-4243	74	21	)	)	PUNCT
easat-4243	74	22	,	,	PUNCT
easat-4243	74	23	and	and	CCONJ
easat-4243	74	24	dig	dig	VERB
easat-4243	74	25	data	data	NOUN
easat-4243	74	26	technologies	technology	NOUN
easat-4243	74	27	had	have	VERB
easat-4243	74	28	a	a	DET
easat-4243	74	29	higher	high	ADJ
easat-4243	74	30	level	level	NOUN
easat-4243	74	31	of	of	ADP
easat-4243	74	32	logistic	logistic	ADJ
easat-4243	74	33	service	service	NOUN
easat-4243	74	34	,	,	PUNCT
easat-4243	74	35	improved	improved	ADJ
easat-4243	74	36	coordination	coordination	NOUN
easat-4243	74	37	between	between	ADP
easat-4243	74	38	various	various	ADJ
easat-4243	74	39	logistics	logistic	NOUN
easat-4243	74	40	functions	function	NOUN
easat-4243	74	41	,	,	PUNCT
easat-4243	74	42	more	more	ADV
easat-4243	74	43	efficient	efficient	ADJ
easat-4243	74	44	processes	process	NOUN
easat-4243	74	45	with	with	ADP
easat-4243	74	46	their	their	PRON
easat-4243	74	47	partners	partner	NOUN
easat-4243	74	48	,	,	PUNCT
easat-4243	74	49	higher	high	ADJ
easat-4243	74	50	competitiveness	competitiveness	NOUN
easat-4243	74	51	,	,	PUNCT
easat-4243	74	52	and	and	CCONJ
easat-4243	74	53	higher	high	ADJ
easat-4243	74	54	financial	financial	ADJ
easat-4243	74	55	and	and	CCONJ
easat-4243	74	56	market	market	NOUN
easat-4243	74	57	performance	performance	NOUN
easat-4243	74	58	.	.	PUNCT
easat-4243	75	1	moreover	moreover	ADV
easat-4243	75	2	,	,	PUNCT
easat-4243	75	3	companies	company	NOUN
easat-4243	75	4	in	in	ADP
easat-4243	75	5	hungary	hungary	PROPN
easat-4243	75	6	that	that	PRON
easat-4243	75	7	utilized	utilize	VERB
easat-4243	75	8	ml	ml	ADP
easat-4243	75	9	techniques	technique	NOUN
easat-4243	75	10	benefited	benefit	VERB
easat-4243	75	11	from	from	ADP
easat-4243	75	12	uncovering	uncover	VERB
easat-4243	75	13	intricate	intricate	ADJ
easat-4243	75	14	production	production	NOUN
easat-4243	75	15	patterns	pattern	NOUN
easat-4243	75	16	and	and	CCONJ
easat-4243	75	17	timely	timely	ADJ
easat-4243	75	18	decision	decision	NOUN
easat-4243	75	19	support	support	NOUN
easat-4243	75	20	in	in	ADP
easat-4243	75	21	areas	area	NOUN
easat-4243	75	22	such	such	ADJ
easat-4243	75	23	as	as	ADP
easat-4243	75	24	process	process	NOUN
easat-4243	75	25	optimization	optimization	NOUN
easat-4243	75	26	,	,	PUNCT
easat-4243	75	27	predictive	predictive	ADJ
easat-4243	75	28	maintenance	maintenance	NOUN
easat-4243	75	29	;	;	PUNCT
easat-4243	75	30	task	task	NOUN
easat-4243	75	31	scheduling	scheduling	NOUN
easat-4243	75	32	,	,	PUNCT
easat-4243	75	33	supply	supply	NOUN
easat-4243	75	34	chain	chain	NOUN
easat-4243	75	35	,	,	PUNCT
easat-4243	75	36	sustainability	sustainability	NOUN
easat-4243	75	37	,	,	PUNCT
easat-4243	75	38	and	and	CCONJ
easat-4243	75	39	quality	quality	NOUN
easat-4243	75	40	improvement	improvement	NOUN
easat-4243	75	41	[	[	X
easat-4243	75	42	11	11	NUM
easat-4243	75	43	]	]	PUNCT
easat-4243	75	44	.	.	PUNCT
easat-4243	76	1	taking	take	VERB
easat-4243	76	2	a	a	DET
easat-4243	76	3	different	different	ADJ
easat-4243	76	4	approach	approach	NOUN
easat-4243	76	5	,	,	PUNCT
easat-4243	76	6	bonnard	bonnard	ADV
easat-4243	76	7	,	,	PUNCT
easat-4243	76	8	vieira	vieira	PROPN
easat-4243	76	9	,	,	PUNCT
easat-4243	76	10	arantes	arante	NOUN
easat-4243	76	11	,	,	PUNCT
easat-4243	76	12	lorbieski	lorbieski	NOUN
easat-4243	76	13	,	,	PUNCT
easat-4243	76	14	&	&	CCONJ
easat-4243	76	15	nunes	nunes	PROPN
easat-4243	76	16	[	[	X
easat-4243	76	17	4	4	NUM
easat-4243	76	18	]	]	PUNCT
easat-4243	76	19	concentrated	concentrate	VERB
easat-4243	76	20	their	their	PRON
easat-4243	76	21	inquiry	inquiry	NOUN
easat-4243	76	22	on	on	ADP
easat-4243	76	23	small	small	ADJ
easat-4243	76	24	and	and	CCONJ
easat-4243	76	25	medium	medium	ADJ
easat-4243	76	26	sized	sized	ADJ
easat-4243	76	27	enterprises	enterprise	NOUN
easat-4243	76	28	(	(	PUNCT
easat-4243	76	29	smes	sme	NOUN
easat-4243	76	30	)	)	PUNCT
easat-4243	76	31	.	.	PUNCT
easat-4243	77	1	the	the	DET
easat-4243	77	2	aim	aim	NOUN
easat-4243	77	3	of	of	ADP
easat-4243	77	4	their	their	PRON
easat-4243	77	5	study	study	NOUN
easat-4243	77	6	was	be	AUX
easat-4243	77	7	to	to	PART
easat-4243	77	8	present	present	VERB
easat-4243	77	9	the	the	DET
easat-4243	77	10	methodology	methodology	NOUN
easat-4243	77	11	,	,	PUNCT
easat-4243	77	12	development	development	NOUN
easat-4243	77	13	,	,	PUNCT
easat-4243	77	14	and	and	CCONJ
easat-4243	77	15	implementation	implementation	NOUN
easat-4243	77	16	of	of	ADP
easat-4243	77	17	a	a	DET
easat-4243	77	18	new	new	ADJ
easat-4243	77	19	cloud	cloud	NOUN
easat-4243	77	20	-	-	PUNCT
easat-4243	77	21	computing	compute	VERB
easat-4243	77	22	platform	platform	NOUN
easat-4243	77	23	for	for	ADP
easat-4243	77	24	collecting	collecting	NOUN
easat-4243	77	25	,	,	PUNCT
easat-4243	77	26	storing	storing	NOUN
easat-4243	77	27	,	,	PUNCT
easat-4243	77	28	and	and	CCONJ
easat-4243	77	29	processing	processing	NOUN
easat-4243	77	30	data	datum	NOUN
easat-4243	77	31	from	from	ADP
easat-4243	77	32	industrial	industrial	ADJ
easat-4243	77	33	sme	sme	NOUN
easat-4243	77	34	companies	company	NOUN
easat-4243	77	35	in	in	ADP
easat-4243	77	36	brazil	brazil	PROPN
easat-4243	77	37	.	.	PUNCT
easat-4243	78	1	the	the	DET
easat-4243	78	2	objective	objective	NOUN
easat-4243	78	3	was	be	AUX
easat-4243	78	4	to	to	PART
easat-4243	78	5	implement	implement	VERB
easat-4243	78	6	and	and	CCONJ
easat-4243	78	7	test	test	VERB
easat-4243	78	8	the	the	DET
easat-4243	78	9	platform	platform	NOUN
easat-4243	78	10	that	that	PRON
easat-4243	78	11	employs	employ	VERB
easat-4243	78	12	more	more	ADJ
easat-4243	78	13	and	and	CCONJ
easat-4243	78	14	more	more	ADV
easat-4243	78	15	intelligent	intelligent	ADJ
easat-4243	78	16	and	and	CCONJ
easat-4243	78	17	connected	connected	ADJ
easat-4243	78	18	devices	device	NOUN
easat-4243	78	19	to	to	ADP
easat-4243	78	20	producing	produce	VERB
easat-4243	78	21	thousands	thousand	NOUN
easat-4243	78	22	of	of	ADP
easat-4243	78	23	data	datum	NOUN
easat-4243	78	24	that	that	PRON
easat-4243	78	25	when	when	SCONJ
easat-4243	78	26	computed	compute	VERB
easat-4243	78	27	achieve	achieve	VERB
easat-4243	78	28	high	high	ADJ
easat-4243	78	29	value	value	NOUN
easat-4243	78	30	addition	addition	NOUN
easat-4243	78	31	.	.	PUNCT
easat-4243	79	1	in	in	ADP
easat-4243	79	2	line	line	NOUN
easat-4243	79	3	with	with	ADP
easat-4243	79	4	their	their	PRON
easat-4243	79	5	study	study	NOUN
easat-4243	79	6	,	,	PUNCT
easat-4243	79	7	bonnard	bonnard	PROPN
easat-4243	79	8	et	et	PROPN
easat-4243	79	9	al	al	PROPN
easat-4243	79	10	.	.	PUNCT
easat-4243	80	1	[	[	X
easat-4243	80	2	4	4	X
easat-4243	80	3	]	]	PUNCT
easat-4243	80	4	presented	present	VERB
easat-4243	80	5	the	the	DET
easat-4243	80	6	architecture	architecture	NOUN
easat-4243	80	7	that	that	SCONJ
easat-4243	80	8	they	they	PRON
easat-4243	80	9	developed	develop	VERB
easat-4243	80	10	to	to	PART
easat-4243	80	11	collect	collect	VERB
easat-4243	80	12	data	datum	NOUN
easat-4243	80	13	and	and	CCONJ
easat-4243	80	14	store	store	VERB
easat-4243	80	15	this	this	DET
easat-4243	80	16	data	datum	NOUN
easat-4243	80	17	in	in	ADP
easat-4243	80	18	a	a	DET
easat-4243	80	19	big	big	ADJ
easat-4243	80	20	data	data	NOUN
easat-4243	80	21	solution	solution	NOUN
easat-4243	80	22	,	,	PUNCT
easat-4243	80	23	after	after	ADP
easat-4243	80	24	which	which	PRON
easat-4243	80	25	they	they	PRON
easat-4243	80	26	would	would	AUX
easat-4243	80	27	process	process	VERB
easat-4243	80	28	it	it	PRON
easat-4243	80	29	with	with	ADP
easat-4243	80	30	advanced	advanced	ADJ
easat-4243	80	31	ai	ai	NOUN
easat-4243	80	32	algorithms	algorithms	NOUN
easat-4243	80	33	and	and	CCONJ
easat-4243	80	34	optimization	optimization	NOUN
easat-4243	80	35	techniques	technique	NOUN
easat-4243	80	36	.	.	PUNCT
easat-4243	81	1	in	in	ADP
easat-4243	81	2	the	the	DET
easat-4243	81	3	architecture	architecture	NOUN
easat-4243	81	4	developed	develop	VERB
easat-4243	81	5	by	by	ADP
easat-4243	81	6	bonnard	bonnard	NOUN
easat-4243	81	7	et	et	PROPN
easat-4243	81	8	al	al	PROPN
easat-4243	81	9	.	.	PUNCT
easat-4243	82	1	[	[	X
easat-4243	82	2	4	4	NUM
easat-4243	82	3	]	]	PUNCT
easat-4243	82	4	,	,	PUNCT
easat-4243	82	5	communication	communication	NOUN
easat-4243	82	6	between	between	ADP
easat-4243	82	7	the	the	DET
easat-4243	82	8	different	different	ADJ
easat-4243	82	9	components	component	NOUN
easat-4243	82	10	occurred	occur	VERB
easat-4243	82	11	via	via	ADP
easat-4243	82	12	application	application	NOUN
easat-4243	82	13	programming	programming	NOUN
easat-4243	82	14	interface	interface	NOUN
easat-4243	82	15	(	(	PUNCT
easat-4243	82	16	api	api	NOUN
easat-4243	82	17	)	)	PUNCT
easat-4243	82	18	and	and	CCONJ
easat-4243	82	19	representational	representational	ADJ
easat-4243	82	20	state	state	NOUN
easat-4243	82	21	transfer	transfer	NOUN
easat-4243	82	22	(	(	PUNCT
easat-4243	82	23	rest	rest	NOUN
easat-4243	82	24	)	)	PUNCT
easat-4243	82	25	.	.	PUNCT
easat-4243	83	1	the	the	DET
easat-4243	83	2	system	system	NOUN
easat-4243	83	3	has	have	VERB
easat-4243	83	4	a	a	DET
easat-4243	83	5	frontend	frontend	NOUN
easat-4243	83	6	dashboard	dashboard	NOUN
easat-4243	83	7	component	component	NOUN
easat-4243	83	8	representing	represent	VERB
easat-4243	83	9	a	a	DET
easat-4243	83	10	web	web	NOUN
easat-4243	83	11	interface	interface	NOUN
easat-4243	83	12	or	or	CCONJ
easat-4243	83	13	mobile	mobile	ADJ
easat-4243	83	14	application	application	NOUN
easat-4243	83	15	via	via	ADP
easat-4243	83	16	which	which	PRON
easat-4243	83	17	the	the	DET
easat-4243	83	18	user	user	NOUN
easat-4243	83	19	could	could	AUX
easat-4243	83	20	interact	interact	VERB
easat-4243	83	21	with	with	ADP
easat-4243	83	22	the	the	DET
easat-4243	83	23	environment	environment	NOUN
easat-4243	83	24	.	.	PUNCT
easat-4243	84	1	according	accord	VERB
easat-4243	84	2	to	to	ADP
easat-4243	84	3	bonnard	bonnard	PROPN
easat-4243	84	4	et	et	PROPN
easat-4243	84	5	al	al	PROPN
easat-4243	84	6	.	.	PUNCT
easat-4243	85	1	[	[	X
easat-4243	85	2	4	4	NUM
easat-4243	85	3	]	]	PUNCT
easat-4243	85	4	,	,	PUNCT
easat-4243	85	5	frontend	frontend	NOUN
easat-4243	85	6	requested	request	VERB
easat-4243	85	7	data	datum	NOUN
easat-4243	85	8	from	from	ADP
easat-4243	85	9	the	the	DET
easat-4243	85	10	backend	backend	NOUN
easat-4243	85	11	that	that	PRON
easat-4243	85	12	represented	represent	VERB
easat-4243	85	13	the	the	DET
easat-4243	85	14	intermediate	intermediate	ADJ
easat-4243	85	15	component	component	NOUN
easat-4243	85	16	.	.	PUNCT
easat-4243	86	1	analytics	analytic	NOUN
easat-4243	86	2	in	in	ADP
easat-4243	86	3	this	this	DET
easat-4243	86	4	model	model	NOUN
easat-4243	86	5	represented	represent	VERB
easat-4243	86	6	the	the	DET
easat-4243	86	7	component	component	NOUN
easat-4243	86	8	that	that	PRON
easat-4243	86	9	had	have	VERB
easat-4243	86	10	the	the	DET
easat-4243	86	11	intelligence	intelligence	NOUN
easat-4243	86	12	demanded	demand	VERB
easat-4243	86	13	,	,	PUNCT
easat-4243	86	14	an	an	DET
easat-4243	86	15	approach	approach	NOUN
easat-4243	86	16	also	also	ADV
easat-4243	86	17	utilized	utilize	VERB
easat-4243	86	18	and	and	CCONJ
easat-4243	86	19	reinforced	reinforce	VERB
easat-4243	86	20	by	by	ADP
easat-4243	86	21	tao	tao	PROPN
easat-4243	86	22	,	,	PUNCT
easat-4243	86	23	qi	qi	PROPN
easat-4243	86	24	,	,	PUNCT
easat-4243	86	25	liu	liu	PROPN
easat-4243	86	26	,	,	PUNCT
easat-4243	86	27	&	&	CCONJ
easat-4243	86	28	kusiak	kusiak	PROPN
easat-4243	87	1	[	[	X
easat-4243	87	2	15	15	NUM
easat-4243	87	3	]	]	PUNCT
easat-4243	87	4	.	.	PUNCT
easat-4243	88	1	analytics	analytic	NOUN
easat-4243	88	2	consumed	consume	VERB
easat-4243	88	3	data	datum	NOUN
easat-4243	88	4	from	from	ADP
easat-4243	88	5	the	the	DET
easat-4243	88	6	big	big	ADJ
easat-4243	88	7	data	data	NOUN
easat-4243	88	8	structure	structure	NOUN
easat-4243	88	9	and	and	CCONJ
easat-4243	88	10	backend	backend	VERB
easat-4243	88	11	,	,	PUNCT
easat-4243	88	12	after	after	ADP
easat-4243	88	13	which	which	PRON
easat-4243	88	14	the	the	DET
easat-4243	88	15	researchers	researcher	NOUN
easat-4243	88	16	implemented	implement	VERB
easat-4243	88	17	the	the	DET
easat-4243	88	18	analytics	analytic	NOUN
easat-4243	88	19	using	use	VERB
easat-4243	88	20	various	various	ADJ
easat-4243	88	21	ai	ai	ADJ
easat-4243	88	22	techniques	technique	NOUN
easat-4243	88	23	including	include	VERB
easat-4243	88	24	ml	ml	NOUN
easat-4243	88	25	,	,	PUNCT
easat-4243	88	26	genetic	genetic	ADJ
easat-4243	88	27	algorithm	algorithm	NOUN
easat-4243	88	28	,	,	PUNCT
easat-4243	88	29	neural	neural	ADJ
easat-4243	88	30	networks	network	NOUN
easat-4243	88	31	,	,	PUNCT
easat-4243	88	32	and	and	CCONJ
easat-4243	88	33	data	datum	NOUN
easat-4243	88	34	mining	mining	NOUN
easat-4243	88	35	.	.	PUNCT
easat-4243	89	1	following	follow	VERB
easat-4243	89	2	the	the	DET
easat-4243	89	3	implementation	implementation	NOUN
easat-4243	89	4	,	,	PUNCT
easat-4243	89	5	the	the	DET
easat-4243	89	6	information	information	NOUN
easat-4243	89	7	or	or	CCONJ
easat-4243	89	8	forecast	forecast	NOUN
easat-4243	89	9	provided	provide	VERB
easat-4243	89	10	by	by	ADP
easat-4243	89	11	the	the	DET
easat-4243	89	12	data	datum	NOUN
easat-4243	89	13	analysis	analysis	NOUN
easat-4243	89	14	facilitated	facilitate	VERB
easat-4243	89	15	decision	decision	NOUN
easat-4243	89	16	-	-	PUNCT
easat-4243	89	17	making	make	VERB
easat-4243	89	18	support	support	NOUN
easat-4243	89	19	from	from	ADP
easat-4243	89	20	which	which	PRON
easat-4243	89	21	the	the	DET
easat-4243	89	22	smes	sme	NOUN
easat-4243	89	23	could	could	AUX
easat-4243	89	24	develop	develop	VERB
easat-4243	89	25	action	action	NOUN
easat-4243	89	26	plans	plan	NOUN
easat-4243	89	27	.	.	PUNCT
easat-4243	90	1	in	in	ADP
easat-4243	90	2	the	the	DET
easat-4243	90	3	study	study	NOUN
easat-4243	90	4	by	by	ADP
easat-4243	90	5	tao	tao	PROPN
easat-4243	90	6	et	et	PROPN
easat-4243	90	7	al	al	PROPN
easat-4243	90	8	.	.	PUNCT
easat-4243	91	1	[	[	X
easat-4243	91	2	15	15	NUM
easat-4243	91	3	]	]	PUNCT
easat-4243	91	4	,	,	PUNCT
easat-4243	91	5	the	the	DET
easat-4243	91	6	scholars	scholar	NOUN
easat-4243	91	7	discussed	discuss	VERB
easat-4243	91	8	the	the	DET
easat-4243	91	9	role	role	NOUN
easat-4243	91	10	played	play	VERB
easat-4243	91	11	by	by	ADP
easat-4243	91	12	big	big	ADJ
easat-4243	91	13	data	datum	NOUN
easat-4243	91	14	in	in	ADP
easat-4243	91	15	industry	industry	NOUN
easat-4243	91	16	4.0	4.0	NUM
easat-4243	91	17	environment	environment	NOUN
easat-4243	91	18	to	to	PART
easat-4243	91	19	support	support	VERB
easat-4243	91	20	smart	smart	ADJ
easat-4243	91	21	manufacturing	manufacturing	NOUN
easat-4243	91	22	.	.	PUNCT
easat-4243	92	1	the	the	DET
easat-4243	92	2	researchers	researcher	NOUN
easat-4243	92	3	aver	aver	VERB
easat-4243	92	4	that	that	DET
easat-4243	92	5	advance	advance	NOUN
easat-4243	92	6	in	in	ADP
easat-4243	92	7	big	big	ADJ
easat-4243	92	8	data	datum	NOUN
easat-4243	92	9	,	,	PUNCT
easat-4243	92	10	the	the	DET
easat-4243	92	11	internet	internet	NOUN
easat-4243	92	12	of	of	ADP
easat-4243	92	13	things	thing	NOUN
easat-4243	92	14	,	,	PUNCT
easat-4243	92	15	internet	internet	NOUN
easat-4243	92	16	technology	technology	NOUN
easat-4243	92	17	,	,	PUNCT
easat-4243	92	18	cloud	cloud	NOUN
easat-4243	92	19	computing	computing	NOUN
easat-4243	92	20	,	,	PUNCT
easat-4243	92	21	and	and	CCONJ
easat-4243	92	22	artificial	artificial	ADJ
easat-4243	92	23	intelligence	intelligence	NOUN
easat-4243	92	24	have	have	AUX
easat-4243	92	25	had	have	VERB
easat-4243	92	26	a	a	DET
easat-4243	92	27	profound	profound	ADJ
easat-4243	92	28	effect	effect	NOUN
easat-4243	92	29	on	on	ADP
easat-4243	92	30	manufacturing	manufacturing	NOUN
easat-4243	92	31	,	,	PUNCT
easat-4243	92	32	with	with	ADP
easat-4243	92	33	the	the	DET
easat-4243	92	34	volume	volume	NOUN
easat-4243	92	35	of	of	ADP
easat-4243	92	36	data	datum	NOUN
easat-4243	92	37	in	in	ADP
easat-4243	92	38	manufacturing	manufacturing	NOUN
easat-4243	92	39	growing	grow	VERB
easat-4243	92	40	exponentially	exponentially	ADV
easat-4243	92	41	.	.	PUNCT
easat-4243	93	1	consistent	consistent	ADJ
easat-4243	93	2	with	with	ADP
easat-4243	93	3	the	the	DET
easat-4243	93	4	assertions	assertion	NOUN
easat-4243	93	5	by	by	ADP
easat-4243	93	6	bonnard	bonnard	NOUN
easat-4243	93	7	et	et	PROPN
easat-4243	93	8	al	al	PROPN
easat-4243	93	9	.	.	PUNCT
easat-4243	94	1	[	[	X
easat-4243	94	2	4	4	NUM
easat-4243	94	3	]	]	PUNCT
easat-4243	94	4	,	,	PUNCT
easat-4243	94	5	tao	tao	PROPN
easat-4243	94	6	et	et	PROPN
easat-4243	94	7	al	al	PROPN
easat-4243	94	8	.	.	PUNCT
easat-4243	95	1	[	[	X
easat-4243	95	2	15	15	NUM
easat-4243	95	3	]	]	PUNCT
easat-4243	95	4	acknowledge	acknowledge	VERB
easat-4243	95	5	that	that	SCONJ
easat-4243	95	6	big	big	ADJ
easat-4243	95	7	data	datum	NOUN
easat-4243	95	8	empowers	empower	VERB
easat-4243	95	9	firms	firm	NOUN
easat-4243	95	10	to	to	PART
easat-4243	95	11	adopt	adopt	VERB
easat-4243	95	12	data	data	NOUN
easat-4243	95	13	-	-	PUNCT
easat-4243	95	14	driven	drive	VERB
easat-4243	95	15	strategies	strategy	NOUN
easat-4243	95	16	that	that	PRON
easat-4243	95	17	enhance	enhance	VERB
easat-4243	95	18	their	their	PRON
easat-4243	95	19	predictive	predictive	ADJ
easat-4243	95	20	capabilities	capability	NOUN
easat-4243	95	21	and	and	CCONJ
easat-4243	95	22	make	make	VERB
easat-4243	95	23	them	they	PRON
easat-4243	95	24	more	more	ADV
easat-4243	95	25	competitive	competitive	ADJ
easat-4243	95	26	.	.	PUNCT
easat-4243	96	1	the	the	DET
easat-4243	96	2	researchers	researcher	NOUN
easat-4243	96	3	from	from	ADP
easat-4243	96	4	this	this	DET
easat-4243	96	5	inquiry	inquiry	NOUN
easat-4243	96	6	concluded	conclude	VERB
easat-4243	96	7	that	that	SCONJ
easat-4243	96	8	big	big	ADJ
easat-4243	96	9	data	datum	NOUN
easat-4243	96	10	analytics	analytic	NOUN
easat-4243	96	11	,	,	PUNCT
easat-4243	96	12	in	in	ADP
easat-4243	96	13	conjunction	conjunction	NOUN
easat-4243	96	14	with	with	ADP
easat-4243	96	15	machine	machine	NOUN
easat-4243	96	16	learning	learning	NOUN
easat-4243	96	17	,	,	PUNCT
easat-4243	96	18	equips	equip	VERB
easat-4243	96	19	manufacturing	manufacturing	NOUN
easat-4243	96	20	enterprises	enterprise	NOUN
easat-4243	96	21	with	with	ADP
easat-4243	96	22	a	a	DET
easat-4243	96	23	specific	specific	ADJ
easat-4243	96	24	kind	kind	NOUN
easat-4243	96	25	of	of	ADP
easat-4243	96	26	case	case	NOUN
easat-4243	96	27	-	-	PUNCT
easat-4243	96	28	based	base	VERB
easat-4243	96	29	reasoning	reasoning	NOUN
easat-4243	96	30	capacity	capacity	NOUN
easat-4243	96	31	that	that	PRON
easat-4243	96	32	can	can	AUX
easat-4243	96	33	help	help	VERB
easat-4243	96	34	in	in	ADP
easat-4243	96	35	preventing	prevent	VERB
easat-4243	96	36	recurrence	recurrence	NOUN
easat-4243	96	37	of	of	ADP
easat-4243	96	38	similar	similar	ADJ
easat-4243	96	39	problems	problem	NOUN
easat-4243	96	40	in	in	ADP
easat-4243	96	41	the	the	DET
easat-4243	96	42	future	future	NOUN
easat-4243	96	43	[	[	X
easat-4243	96	44	15	15	NUM
easat-4243	96	45	]	]	PUNCT
easat-4243	96	46	.	.	PUNCT
easat-4243	97	1	besides	besides	SCONJ
easat-4243	97	2	machine	machine	NOUN
easat-4243	97	3	learning	learning	NOUN
easat-4243	97	4	,	,	PUNCT
easat-4243	97	5	other	other	ADJ
easat-4243	97	6	techniques	technique	NOUN
easat-4243	97	7	identified	identify	VERB
easat-4243	97	8	by	by	ADP
easat-4243	97	9	tao	tao	PROPN
easat-4243	97	10	et	et	PROPN
easat-4243	97	11	al	al	PROPN
easat-4243	97	12	.	.	PUNCT
easat-4243	98	1	[	[	X
easat-4243	98	2	15	15	NUM
easat-4243	98	3	]	]	PUNCT
easat-4243	98	4	and	and	CCONJ
easat-4243	98	5	bonnard	bonnard	NOUN
easat-4243	98	6	et	et	PROPN
easat-4243	98	7	al	al	PROPN
easat-4243	98	8	.	.	PUNCT
easat-4243	99	1	[	[	X
easat-4243	99	2	4	4	X
easat-4243	99	3	]	]	PUNCT
easat-4243	99	4	that	that	PRON
easat-4243	99	5	can	can	AUX
easat-4243	99	6	enhance	enhance	VERB
easat-4243	99	7	the	the	DET
easat-4243	99	8	effectiveness	effectiveness	NOUN
easat-4243	99	9	of	of	ADP
easat-4243	99	10	data	datum	NOUN
easat-4243	99	11	analytics	analytic	NOUN
easat-4243	99	12	in	in	ADP
easat-4243	99	13	industry	industry	NOUN
easat-4243	99	14	4.0	4.0	NUM
easat-4243	99	15	environment	environment	NOUN
easat-4243	99	16	include	include	VERB
easat-4243	99	17	large	large	ADJ
easat-4243	99	18	scale	scale	NOUN
easat-4243	99	19	computing	computing	NOUN
easat-4243	99	20	as	as	ADV
easat-4243	99	21	well	well	ADV
easat-4243	99	22	as	as	ADP
easat-4243	99	23	the	the	DET
easat-4243	99	24	use	use	NOUN
easat-4243	99	25	of	of	ADP
easat-4243	99	26	other	other	ADJ
easat-4243	99	27	forecasting	forecasting	NOUN
easat-4243	99	28	models	model	NOUN
easat-4243	99	29	.	.	PUNCT
easat-4243	100	1	schuh	schuh	PROPN
easat-4243	100	2	,	,	PUNCT
easat-4243	100	3	potente	potente	ADJ
easat-4243	100	4	,	,	PUNCT
easat-4243	100	5	wesch	wesch	NOUN
easat-4243	100	6	-	-	PUNCT
easat-4243	100	7	potente	potente	NOUN
easat-4243	100	8	,	,	PUNCT
easat-4243	100	9	weber	weber	PROPN
easat-4243	100	10	,	,	PUNCT
easat-4243	100	11	&	&	CCONJ
easat-4243	100	12	prote	prote	VERB
easat-4243	101	1	[	[	X
easat-4243	101	2	12	12	NUM
easat-4243	101	3	]	]	PUNCT
easat-4243	101	4	echo	echo	VERB
easat-4243	101	5	similar	similar	ADJ
easat-4243	101	6	sentiments	sentiment	NOUN
easat-4243	101	7	,	,	PUNCT
easat-4243	101	8	adding	add	VERB
easat-4243	101	9	that	that	SCONJ
easat-4243	101	10	advanced	advanced	ADJ
easat-4243	101	11	data	data	NOUN
easat-4243	101	12	mining	mining	NOUN
easat-4243	101	13	techniques	technique	NOUN
easat-4243	101	14	such	such	ADJ
easat-4243	101	15	as	as	ADP
easat-4243	101	16	clustering	cluster	VERB
easat-4243	101	17	,	,	PUNCT
easat-4243	101	18	9781	9781	NUM
easat-4243	101	19	edelweiss	edelweiss	PROPN
easat-4243	101	20	applied	apply	VERB
easat-4243	101	21	science	science	NOUN
easat-4243	101	22	and	and	CCONJ
easat-4243	101	23	technology	technology	NOUN
easat-4243	101	24	issn	issn	PROPN
easat-4243	101	25	:	:	PUNCT
easat-4243	101	26	2576	2576	NUM
easat-4243	101	27	-	-	SYM
easat-4243	101	28	8484	8484	NUM
easat-4243	101	29	vol	vol	NOUN
easat-4243	101	30	.	.	PROPN
easat-4243	101	31	8	8	NUM
easat-4243	101	32	,	,	PUNCT
easat-4243	101	33	no	no	INTJ
easat-4243	101	34	.	.	NOUN
easat-4243	101	35	6	6	NUM
easat-4243	101	36	:	:	SYM
easat-4243	101	37	9778	9778	NUM
easat-4243	101	38	-	-	SYM
easat-4243	101	39	9783	9783	NUM
easat-4243	101	40	,	,	PUNCT
easat-4243	101	41	2024	2024	NUM
easat-4243	101	42	doi	doi	NOUN
easat-4243	101	43	:	:	PUNCT
easat-4243	101	44	10.55214/25768484.v8i6.4243	10.55214/25768484.v8i6.4243	NUM
easat-4243	101	45	©	©	ADP
easat-4243	101	46	2024	2024	NUM
easat-4243	101	47	by	by	ADP
easat-4243	101	48	the	the	DET
easat-4243	101	49	author	author	NOUN
easat-4243	101	50	;	;	PUNCT
easat-4243	101	51	licensee	licensee	PROPN
easat-4243	101	52	learning	learn	VERB
easat-4243	101	53	gate	gate	PROPN
easat-4243	101	54	regression	regression	NOUN
easat-4243	101	55	,	,	PUNCT
easat-4243	101	56	classification	classification	NOUN
easat-4243	101	57	,	,	PUNCT
easat-4243	101	58	prediction	prediction	NOUN
easat-4243	101	59	,	,	PUNCT
easat-4243	101	60	association	association	NOUN
easat-4243	101	61	rules	rule	NOUN
easat-4243	101	62	,	,	PUNCT
easat-4243	101	63	and	and	CCONJ
easat-4243	101	64	deviation	deviation	NOUN
easat-4243	101	65	analysis	analysis	NOUN
easat-4243	101	66	can	can	AUX
easat-4243	101	67	also	also	ADV
easat-4243	101	68	find	find	VERB
easat-4243	101	69	direct	direct	ADJ
easat-4243	101	70	application	application	NOUN
easat-4243	101	71	in	in	ADP
easat-4243	101	72	enhancing	enhance	VERB
easat-4243	101	73	the	the	DET
easat-4243	101	74	effectiveness	effectiveness	NOUN
easat-4243	101	75	of	of	ADP
easat-4243	101	76	data	datum	NOUN
easat-4243	101	77	analytics	analytic	NOUN
easat-4243	101	78	in	in	ADP
easat-4243	101	79	industry	industry	NOUN
easat-4243	101	80	4.0	4.0	NUM
easat-4243	101	81	.	.	PUNCT
easat-4243	102	1	through	through	ADP
easat-4243	102	2	these	these	DET
easat-4243	102	3	data	datum	NOUN
easat-4243	102	4	processing	processing	NOUN
easat-4243	102	5	efforts	effort	NOUN
easat-4243	102	6	,	,	PUNCT
easat-4243	102	7	firms	firm	NOUN
easat-4243	102	8	and	and	CCONJ
easat-4243	102	9	forecasters	forecaster	NOUN
easat-4243	102	10	can	can	AUX
easat-4243	102	11	be	be	AUX
easat-4243	102	12	able	able	ADJ
easat-4243	102	13	to	to	PART
easat-4243	102	14	derive	derive	VERB
easat-4243	102	15	understandable	understandable	ADJ
easat-4243	102	16	knowledge	knowledge	NOUN
easat-4243	102	17	from	from	ADP
easat-4243	102	18	a	a	DET
easat-4243	102	19	large	large	ADJ
easat-4243	102	20	quantity	quantity	NOUN
easat-4243	102	21	of	of	ADP
easat-4243	102	22	ambiguous	ambiguous	ADJ
easat-4243	102	23	and	and	CCONJ
easat-4243	102	24	dynamic	dynamic	ADJ
easat-4243	102	25	raw	raw	ADJ
easat-4243	102	26	date	date	NOUN
easat-4243	102	27	.	.	PUNCT
easat-4243	103	1	in	in	ADP
easat-4243	103	2	the	the	DET
easat-4243	103	3	data	data	NOUN
easat-4243	103	4	-	-	PUNCT
easat-4243	103	5	driven	drive	VERB
easat-4243	103	6	smart	smart	ADJ
easat-4243	103	7	manufacturing	manufacturing	NOUN
easat-4243	103	8	framework	framework	NOUN
easat-4243	103	9	developed	develop	VERB
easat-4243	103	10	by	by	ADP
easat-4243	103	11	tao	tao	PROPN
easat-4243	103	12	et	et	PROPN
easat-4243	103	13	al	al	PROPN
easat-4243	103	14	.	.	PUNCT
easat-4243	104	1	[	[	X
easat-4243	104	2	15	15	NUM
easat-4243	104	3	]	]	PUNCT
easat-4243	104	4	,	,	PUNCT
easat-4243	104	5	the	the	DET
easat-4243	104	6	researchers	researcher	NOUN
easat-4243	104	7	incorporated	incorporate	VERB
easat-4243	104	8	four	four	NUM
easat-4243	104	9	modules	module	NOUN
easat-4243	104	10	,	,	PUNCT
easat-4243	104	11	which	which	PRON
easat-4243	104	12	were	be	AUX
easat-4243	104	13	the	the	DET
easat-4243	104	14	manufacturing	manufacturing	NOUN
easat-4243	104	15	module	module	NOUN
easat-4243	104	16	,	,	PUNCT
easat-4243	104	17	the	the	DET
easat-4243	104	18	data	data	NOUN
easat-4243	104	19	driver	driver	NOUN
easat-4243	104	20	module	module	NOUN
easat-4243	104	21	,	,	PUNCT
easat-4243	104	22	the	the	DET
easat-4243	104	23	real	real	ADJ
easat-4243	104	24	-	-	PUNCT
easat-4243	104	25	time	time	NOUN
easat-4243	104	26	monitor	monitor	NOUN
easat-4243	104	27	module	module	NOUN
easat-4243	104	28	,	,	PUNCT
easat-4243	104	29	and	and	CCONJ
easat-4243	104	30	the	the	DET
easat-4243	104	31	problem	problem	NOUN
easat-4243	104	32	-	-	PUNCT
easat-4243	104	33	processing	process	VERB
easat-4243	104	34	module	module	NOUN
easat-4243	104	35	.	.	PUNCT
easat-4243	105	1	in	in	ADP
easat-4243	105	2	the	the	DET
easat-4243	105	3	problem	problem	NOUN
easat-4243	105	4	-	-	PUNCT
easat-4243	105	5	processing	process	VERB
easat-4243	105	6	module	module	NOUN
easat-4243	105	7	,	,	PUNCT
easat-4243	105	8	firms	firm	NOUN
easat-4243	105	9	and	and	CCONJ
easat-4243	105	10	forecasters	forecaster	NOUN
easat-4243	105	11	can	can	AUX
easat-4243	105	12	identify	identify	VERB
easat-4243	105	13	and	and	CCONJ
easat-4243	105	14	predict	predict	VERB
easat-4243	105	15	emerging	emerge	VERB
easat-4243	105	16	problems	problem	NOUN
easat-4243	105	17	,	,	PUNCT
easat-4243	105	18	diagnose	diagnose	NOUN
easat-4243	105	19	root	root	NOUN
easat-4243	105	20	causes	cause	NOUN
easat-4243	105	21	,	,	PUNCT
easat-4243	105	22	and	and	CCONJ
easat-4243	105	23	recommend	recommend	VERB
easat-4243	105	24	possible	possible	ADJ
easat-4243	105	25	solutions	solution	NOUN
easat-4243	105	26	.	.	PUNCT
easat-4243	106	1	kabugo	kabugo	PROPN
easat-4243	106	2	,	,	PUNCT
easat-4243	106	3	jämsä	jämsä	NOUN
easat-4243	106	4	-	-	PUNCT
easat-4243	106	5	jounela	jounela	PROPN
easat-4243	106	6	,	,	PUNCT
easat-4243	106	7	schiemann	schiemann	PROPN
easat-4243	106	8	,	,	PUNCT
easat-4243	106	9	&	&	CCONJ
easat-4243	106	10	binder	binder	NOUN
easat-4243	106	11	[	[	X
easat-4243	106	12	7	7	X
easat-4243	106	13	]	]	PUNCT
easat-4243	106	14	took	take	VERB
easat-4243	106	15	a	a	DET
easat-4243	106	16	unique	unique	ADJ
easat-4243	106	17	orientation	orientation	NOUN
easat-4243	106	18	through	through	ADP
easat-4243	106	19	proposing	propose	VERB
easat-4243	106	20	a	a	DET
easat-4243	106	21	process	process	NOUN
easat-4243	106	22	data	data	NOUN
easat-4243	106	23	-	-	PUNCT
easat-4243	106	24	analytics	analytic	NOUN
easat-4243	106	25	platform	platform	NOUN
easat-4243	106	26	centered	center	VERB
easat-4243	106	27	and	and	CCONJ
easat-4243	106	28	built	build	VERB
easat-4243	106	29	around	around	ADP
easat-4243	106	30	the	the	DET
easat-4243	106	31	concept	concept	NOUN
easat-4243	106	32	of	of	ADP
easat-4243	106	33	industry	industry	NOUN
easat-4243	106	34	4.0	4.0	NUM
easat-4243	106	35	for	for	ADP
easat-4243	106	36	a	a	DET
easat-4243	106	37	waste	waste	NOUN
easat-4243	106	38	-	-	PUNCT
easat-4243	106	39	toenergy	toenergy	NOUN
easat-4243	106	40	plant	plant	NOUN
easat-4243	106	41	.	.	PUNCT
easat-4243	107	1	the	the	DET
easat-4243	107	2	platform	platform	NOUN
easat-4243	107	3	developed	develop	VERB
easat-4243	107	4	by	by	ADP
easat-4243	107	5	these	these	DET
easat-4243	107	6	researchers	researcher	NOUN
easat-4243	107	7	utilized	utilize	VERB
easat-4243	107	8	the	the	DET
easat-4243	107	9	state	state	NOUN
easat-4243	107	10	-	-	PUNCT
easat-4243	107	11	of	of	ADP
easat-4243	107	12	-	-	PUNCT
easat-4243	107	13	the	the	DET
easat-4243	107	14	-	-	PUNCT
easat-4243	107	15	art	art	NOUN
easat-4243	107	16	industrial	industrial	ADJ
easat-4243	107	17	internet	internet	NOUN
easat-4243	107	18	of	of	ADP
easat-4243	107	19	things	thing	NOUN
easat-4243	107	20	platforms	platform	NOUN
easat-4243	107	21	,	,	PUNCT
easat-4243	107	22	machine	machine	NOUN
easat-4243	107	23	learning	learning	NOUN
easat-4243	107	24	(	(	PUNCT
easat-4243	107	25	ml	ml	NOUN
easat-4243	107	26	)	)	PUNCT
easat-4243	107	27	algorithms	algorithm	NOUN
easat-4243	107	28	,	,	PUNCT
easat-4243	107	29	and	and	CCONJ
easat-4243	107	30	big	big	ADJ
easat-4243	107	31	data	datum	NOUN
easat-4243	107	32	software	software	NOUN
easat-4243	107	33	tools	tool	NOUN
easat-4243	107	34	.	.	PUNCT
easat-4243	108	1	specifically	specifically	ADV
easat-4243	108	2	,	,	PUNCT
easat-4243	108	3	the	the	DET
easat-4243	108	4	platform	platform	NOUN
easat-4243	108	5	emphasized	emphasize	VERB
easat-4243	108	6	the	the	DET
easat-4243	108	7	use	use	NOUN
easat-4243	108	8	of	of	ADP
easat-4243	108	9	machine	machine	NOUN
easat-4243	108	10	learning	learning	NOUN
easat-4243	108	11	methods	method	NOUN
easat-4243	108	12	for	for	ADP
easat-4243	108	13	process	process	NOUN
easat-4243	108	14	data	datum	NOUN
easat-4243	108	15	analytics	analytic	NOUN
easat-4243	108	16	while	while	SCONJ
easat-4243	108	17	simultaneously	simultaneously	ADV
easat-4243	108	18	taking	take	VERB
easat-4243	108	19	advantage	advantage	NOUN
easat-4243	108	20	of	of	ADP
easat-4243	108	21	big	big	ADJ
easat-4243	108	22	data	datum	NOUN
easat-4243	108	23	processing	processing	NOUN
easat-4243	108	24	tools	tool	NOUN
easat-4243	108	25	and	and	CCONJ
easat-4243	108	26	exploiting	exploit	VERB
easat-4243	108	27	the	the	DET
easat-4243	108	28	currently	currently	ADV
easat-4243	108	29	available	available	ADJ
easat-4243	108	30	industrial	industrial	ADJ
easat-4243	108	31	grade	grade	NOUN
easat-4243	108	32	cloud	cloud	NOUN
easat-4243	108	33	computing	computing	NOUN
easat-4243	108	34	platforms	platform	NOUN
easat-4243	108	35	.	.	PUNCT
easat-4243	109	1	the	the	DET
easat-4243	109	2	researchers	researcher	NOUN
easat-4243	109	3	demonstrated	demonstrate	VERB
easat-4243	109	4	the	the	DET
easat-4243	109	5	industrial	industrial	ADJ
easat-4243	109	6	applicability	applicability	NOUN
easat-4243	109	7	of	of	ADP
easat-4243	109	8	the	the	DET
easat-4243	109	9	platform	platform	NOUN
easat-4243	109	10	through	through	ADP
easat-4243	109	11	the	the	DET
easat-4243	109	12	development	development	NOUN
easat-4243	109	13	of	of	ADP
easat-4243	109	14	soft	soft	ADJ
easat-4243	109	15	sensors	sensor	NOUN
easat-4243	109	16	for	for	ADP
easat-4243	109	17	utilization	utilization	NOUN
easat-4243	109	18	in	in	ADP
easat-4243	109	19	a	a	DET
easat-4243	109	20	waste	waste	NOUN
easat-4243	109	21	-	-	PUNCT
easat-4243	109	22	to	to	ADP
easat-4243	109	23	-	-	PUNCT
easat-4243	109	24	energy	energy	NOUN
easat-4243	109	25	(	(	PUNCT
easat-4243	109	26	wte	wte	NOUN
easat-4243	109	27	)	)	PUNCT
easat-4243	109	28	plant	plant	NOUN
easat-4243	109	29	constrained	constrain	VERB
easat-4243	109	30	to	to	PART
easat-4243	109	31	control	control	VERB
easat-4243	109	32	gaseous	gaseous	ADJ
easat-4243	109	33	and	and	CCONJ
easat-4243	109	34	particulate	particulate	NOUN
easat-4243	109	35	emissions	emission	NOUN
easat-4243	109	36	.	.	PUNCT
easat-4243	110	1	using	use	VERB
easat-4243	110	2	the	the	DET
easat-4243	110	3	case	case	NOUN
easat-4243	110	4	study	study	NOUN
easat-4243	110	5	approach	approach	NOUN
easat-4243	110	6	,	,	PUNCT
easat-4243	110	7	the	the	DET
easat-4243	110	8	work	work	NOUN
easat-4243	110	9	by	by	ADP
easat-4243	110	10	kabugo	kabugo	PROPN
easat-4243	110	11	et	et	PROPN
easat-4243	110	12	al	al	PROPN
easat-4243	110	13	.	.	PUNCT
easat-4243	111	1	[	[	X
easat-4243	111	2	7	7	NUM
easat-4243	111	3	]	]	PUNCT
easat-4243	111	4	investigated	investigate	VERB
easat-4243	111	5	data	data	NOUN
easat-4243	111	6	-	-	PUNCT
easat-4243	111	7	driven	drive	VERB
easat-4243	111	8	soft	soft	ADJ
easat-4243	111	9	sensors	sensor	NOUN
easat-4243	111	10	for	for	ADP
easat-4243	111	11	predicting	predict	VERB
easat-4243	111	12	hot	hot	ADJ
easat-4243	111	13	flue	flue	NOUN
easat-4243	111	14	gas	gas	NOUN
easat-4243	111	15	temperature	temperature	NOUN
easat-4243	111	16	and	and	CCONJ
easat-4243	111	17	syngas	syngas	NOUN
easat-4243	111	18	heating	heating	NOUN
easat-4243	111	19	value	value	NOUN
easat-4243	111	20	.	.	PUNCT
easat-4243	112	1	among	among	ADP
easat-4243	112	2	the	the	DET
easat-4243	112	3	data	data	NOUN
easat-4243	112	4	-	-	PUNCT
easat-4243	112	5	driven	drive	VERB
easat-4243	112	6	methods	method	NOUN
easat-4243	112	7	studies	study	NOUN
easat-4243	112	8	in	in	ADP
easat-4243	112	9	this	this	DET
easat-4243	112	10	investigation	investigation	NOUN
easat-4243	112	11	,	,	PUNCT
easat-4243	112	12	the	the	DET
easat-4243	112	13	neural	neural	ADJ
easat-4243	112	14	network	network	NOUN
easat-4243	112	15	-	-	PUNCT
easat-4243	112	16	based	base	VERB
easat-4243	112	17	narx	narx	NOUN
easat-4243	112	18	model	model	NOUN
easat-4243	112	19	demonstrated	demonstrate	VERB
easat-4243	112	20	superior	superior	ADJ
easat-4243	112	21	performance	performance	NOUN
easat-4243	112	22	in	in	ADP
easat-4243	112	23	predicting	predict	VERB
easat-4243	112	24	both	both	CCONJ
easat-4243	112	25	hot	hot	ADJ
easat-4243	112	26	flue	flue	NOUN
easat-4243	112	27	gas	gas	NOUN
easat-4243	112	28	temperature	temperature	NOUN
easat-4243	112	29	and	and	CCONJ
easat-4243	112	30	syngas	syngas	NOUN
easat-4243	112	31	heating	heating	NOUN
easat-4243	112	32	value	value	NOUN
easat-4243	112	33	.	.	PUNCT
easat-4243	113	1	the	the	DET
easat-4243	113	2	modeling	modeling	NOUN
easat-4243	113	3	results	result	NOUN
easat-4243	113	4	,	,	PUNCT
easat-4243	113	5	as	as	SCONJ
easat-4243	113	6	was	be	AUX
easat-4243	113	7	similarly	similarly	ADV
easat-4243	113	8	in	in	ADP
easat-4243	113	9	a	a	DET
easat-4243	113	10	study	study	NOUN
easat-4243	113	11	by	by	ADP
easat-4243	113	12	shang	shang	PROPN
easat-4243	113	13	,	,	PUNCT
easat-4243	113	14	yang	yang	PROPN
easat-4243	113	15	,	,	PUNCT
easat-4243	113	16	huang	huang	PROPN
easat-4243	113	17	,	,	PUNCT
easat-4243	113	18	&	&	CCONJ
easat-4243	113	19	lyu	lyu	VERB
easat-4243	114	1	[	[	X
easat-4243	114	2	14	14	NUM
easat-4243	114	3	]	]	PUNCT
easat-4243	114	4	showed	show	VERB
easat-4243	114	5	that	that	SCONJ
easat-4243	114	6	in	in	ADP
easat-4243	114	7	cases	case	NOUN
easat-4243	114	8	where	where	SCONJ
easat-4243	114	9	limited	limited	ADJ
easat-4243	114	10	process	process	NOUN
easat-4243	114	11	knowledge	knowledge	NOUN
easat-4243	114	12	about	about	ADP
easat-4243	114	13	the	the	DET
easat-4243	114	14	process	process	NOUN
easat-4243	114	15	phenomenon	phenomenon	NOUN
easat-4243	114	16	exists	exist	VERB
easat-4243	114	17	,	,	PUNCT
easat-4243	114	18	data	data	NOUN
easat-4243	114	19	-	-	PUNCT
easat-4243	114	20	driven	drive	VERB
easat-4243	114	21	soft	soft	ADJ
easat-4243	114	22	sensors	sensor	NOUN
easat-4243	114	23	could	could	AUX
easat-4243	114	24	be	be	AUX
easat-4243	114	25	effective	effective	ADJ
easat-4243	114	26	tools	tool	NOUN
easat-4243	114	27	for	for	ADP
easat-4243	114	28	predictive	predictive	ADJ
easat-4243	114	29	data	datum	NOUN
easat-4243	114	30	analytics	analytic	NOUN
easat-4243	114	31	.	.	PUNCT
easat-4243	115	1	in	in	ADP
easat-4243	115	2	the	the	DET
easat-4243	115	3	investigation	investigation	NOUN
easat-4243	115	4	by	by	ADP
easat-4243	115	5	shang	shang	PROPN
easat-4243	115	6	et	et	PROPN
easat-4243	115	7	al	al	PROPN
easat-4243	115	8	.	.	PUNCT
easat-4243	116	1	[	[	X
easat-4243	116	2	14	14	NUM
easat-4243	116	3	]	]	PUNCT
easat-4243	116	4	,	,	PUNCT
easat-4243	116	5	the	the	DET
easat-4243	116	6	researchers	researcher	NOUN
easat-4243	116	7	employed	employ	VERB
easat-4243	116	8	deep	deep	ADJ
easat-4243	116	9	learning	learning	NOUN
easat-4243	116	10	,	,	PUNCT
easat-4243	116	11	a	a	DET
easat-4243	116	12	popular	popular	ADJ
easat-4243	116	13	data	data	NOUN
easat-4243	116	14	-	-	PUNCT
easat-4243	116	15	driven	drive	VERB
easat-4243	116	16	approach	approach	NOUN
easat-4243	116	17	in	in	ADP
easat-4243	116	18	the	the	DET
easat-4243	116	19	domain	domain	NOUN
easat-4243	116	20	of	of	ADP
easat-4243	116	21	machine	machine	NOUN
easat-4243	116	22	learning	learning	NOUN
easat-4243	116	23	(	(	PUNCT
easat-4243	116	24	ml	ml	NOUN
easat-4243	116	25	)	)	PUNCT
easat-4243	116	26	,	,	PUNCT
easat-4243	116	27	to	to	PART
easat-4243	116	28	build	build	VERB
easat-4243	116	29	soft	soft	ADJ
easat-4243	116	30	sensors	sensor	NOUN
easat-4243	116	31	and	and	CCONJ
easat-4243	116	32	applied	apply	VERB
easat-4243	116	33	the	the	DET
easat-4243	116	34	model	model	NOUN
easat-4243	116	35	to	to	ADP
easat-4243	116	36	an	an	DET
easat-4243	116	37	industrial	industrial	ADJ
easat-4243	116	38	case	case	NOUN
easat-4243	116	39	to	to	PART
easat-4243	116	40	approximate	approximate	VERB
easat-4243	116	41	the	the	DET
easat-4243	116	42	heavy	heavy	ADJ
easat-4243	116	43	diesel	diesel	NOUN
easat-4243	116	44	95	95	NUM
easat-4243	116	45	%	%	NOUN
easat-4243	116	46	cut	cut	NOUN
easat-4243	116	47	point	point	NOUN
easat-4243	116	48	of	of	ADP
easat-4243	116	49	a	a	DET
easat-4243	116	50	crude	crude	ADJ
easat-4243	116	51	distillation	distillation	NOUN
easat-4243	116	52	unit	unit	NOUN
easat-4243	116	53	(	(	PUNCT
easat-4243	116	54	cdu	cdu	PROPN
easat-4243	116	55	)	)	PUNCT
easat-4243	116	56	.	.	PUNCT
easat-4243	117	1	the	the	DET
easat-4243	117	2	inquiry	inquiry	NOUN
easat-4243	117	3	by	by	ADP
easat-4243	117	4	shang	shang	PROPN
easat-4243	117	5	et	et	PROPN
easat-4243	117	6	al	al	PROPN
easat-4243	117	7	.	.	PUNCT
easat-4243	118	1	[	[	X
easat-4243	118	2	14	14	NUM
easat-4243	118	3	]	]	PUNCT
easat-4243	118	4	,	,	PUNCT
easat-4243	118	5	like	like	ADP
easat-4243	118	6	that	that	PRON
easat-4243	118	7	of	of	ADP
easat-4243	118	8	kabugo	kabugo	PROPN
easat-4243	118	9	et	et	PROPN
easat-4243	118	10	al	al	PROPN
easat-4243	118	11	.	.	PUNCT
easat-4243	119	1	[	[	X
easat-4243	119	2	7	7	X
easat-4243	119	3	]	]	PUNCT
easat-4243	119	4	revealed	reveal	VERB
easat-4243	119	5	that	that	SCONJ
easat-4243	119	6	deep	deep	ADJ
easat-4243	119	7	learning	learning	NOUN
easat-4243	119	8	was	be	AUX
easat-4243	119	9	an	an	DET
easat-4243	119	10	effective	effective	ADJ
easat-4243	119	11	tool	tool	NOUN
easat-4243	119	12	for	for	ADP
easat-4243	119	13	forecasting	forecasting	NOUN
easat-4243	119	14	analytics	analytic	NOUN
easat-4243	119	15	for	for	ADP
easat-4243	119	16	industry	industry	NOUN
easat-4243	119	17	4.0	4.0	NUM
easat-4243	119	18	.	.	PUNCT
easat-4243	120	1	nevertheless	nevertheless	ADV
easat-4243	120	2	,	,	PUNCT
easat-4243	120	3	shang	shang	PROPN
easat-4243	120	4	et	et	PROPN
easat-4243	120	5	al	al	PROPN
easat-4243	120	6	.	.	PUNCT
easat-4243	121	1	[	[	X
easat-4243	121	2	14	14	NUM
easat-4243	121	3	]	]	PUNCT
easat-4243	121	4	go	go	VERB
easat-4243	121	5	a	a	DET
easat-4243	121	6	step	step	NOUN
easat-4243	121	7	further	far	ADV
easat-4243	121	8	to	to	PART
easat-4243	121	9	explain	explain	VERB
easat-4243	121	10	the	the	DET
easat-4243	121	11	rationale	rationale	NOUN
easat-4243	121	12	for	for	ADP
easat-4243	121	13	why	why	SCONJ
easat-4243	121	14	deep	deep	ADJ
easat-4243	121	15	learning	learning	NOUN
easat-4243	121	16	,	,	PUNCT
easat-4243	121	17	a	a	DET
easat-4243	121	18	popular	popular	ADJ
easat-4243	121	19	data	data	NOUN
easat-4243	121	20	-	-	PUNCT
easat-4243	121	21	driven	drive	VERB
easat-4243	121	22	approach	approach	NOUN
easat-4243	121	23	in	in	ADP
easat-4243	121	24	the	the	DET
easat-4243	121	25	domain	domain	NOUN
easat-4243	121	26	of	of	ADP
easat-4243	121	27	machine	machine	NOUN
easat-4243	121	28	learning	learning	NOUN
easat-4243	121	29	(	(	PUNCT
easat-4243	121	30	ml	ml	NOUN
easat-4243	121	31	)	)	PUNCT
easat-4243	121	32	,	,	PUNCT
easat-4243	121	33	is	be	AUX
easat-4243	121	34	an	an	DET
easat-4243	121	35	effective	effective	ADJ
easat-4243	121	36	predictive	predictive	ADJ
easat-4243	121	37	analytic	analytic	ADJ
easat-4243	121	38	tool	tool	NOUN
easat-4243	121	39	for	for	ADP
easat-4243	121	40	industry	industry	NOUN
easat-4243	121	41	4.0	4.0	NUM
easat-4243	121	42	.	.	PUNCT
easat-4243	122	1	first	first	ADV
easat-4243	122	2	,	,	PUNCT
easat-4243	122	3	the	the	DET
easat-4243	122	4	researchers	researcher	NOUN
easat-4243	122	5	attribute	attribute	VERB
easat-4243	122	6	the	the	DET
easat-4243	122	7	effectiveness	effectiveness	NOUN
easat-4243	122	8	of	of	ADP
easat-4243	122	9	deep	deep	ADJ
easat-4243	122	10	learning	learning	NOUN
easat-4243	122	11	to	to	ADP
easat-4243	122	12	its	its	PRON
easat-4243	122	13	complex	complex	ADJ
easat-4243	122	14	multilayer	multilayer	ADJ
easat-4243	122	15	structure	structure	NOUN
easat-4243	122	16	,	,	PUNCT
easat-4243	122	17	which	which	PRON
easat-4243	122	18	enables	enable	VERB
easat-4243	122	19	the	the	DET
easat-4243	122	20	network	network	NOUN
easat-4243	122	21	to	to	PART
easat-4243	122	22	contain	contain	VERB
easat-4243	122	23	richer	rich	ADJ
easat-4243	122	24	information	information	NOUN
easat-4243	122	25	and	and	CCONJ
easat-4243	122	26	consequently	consequently	ADV
easat-4243	122	27	yield	yield	VERB
easat-4243	122	28	improved	improved	ADJ
easat-4243	122	29	representation	representation	NOUN
easat-4243	122	30	ability	ability	NOUN
easat-4243	122	31	.	.	PUNCT
easat-4243	123	1	second	second	ADV
easat-4243	123	2	,	,	PUNCT
easat-4243	123	3	established	establish	VERB
easat-4243	123	4	as	as	ADP
easat-4243	123	5	latent	latent	ADJ
easat-4243	123	6	variable	variable	ADJ
easat-4243	123	7	models	model	NOUN
easat-4243	123	8	,	,	PUNCT
easat-4243	123	9	deep	deep	ADJ
easat-4243	123	10	neural	neural	ADJ
easat-4243	123	11	networks	network	NOUN
easat-4243	123	12	have	have	VERB
easat-4243	123	13	a	a	DET
easat-4243	123	14	higher	high	ADJ
easat-4243	123	15	capability	capability	NOUN
easat-4243	123	16	of	of	ADP
easat-4243	123	17	describing	describe	VERB
easat-4243	123	18	highly	highly	ADV
easat-4243	123	19	correlated	correlate	VERB
easat-4243	123	20	process	process	NOUN
easat-4243	123	21	variables	variable	NOUN
easat-4243	123	22	.	.	PUNCT
easat-4243	124	1	moreover	moreover	ADV
easat-4243	124	2	,	,	PUNCT
easat-4243	124	3	“	"	PUNCT
easat-4243	124	4	the	the	DET
easat-4243	124	5	deep	deep	ADJ
easat-4243	124	6	learning	learning	NOUN
easat-4243	124	7	is	be	AUX
easat-4243	124	8	semi	semi	ADJ
easat-4243	124	9	-	-	ADJ
easat-4243	124	10	supervised	supervised	ADJ
easat-4243	124	11	so	so	SCONJ
easat-4243	124	12	that	that	SCONJ
easat-4243	124	13	all	all	DET
easat-4243	124	14	available	available	ADJ
easat-4243	124	15	process	process	NOUN
easat-4243	124	16	data	datum	NOUN
easat-4243	124	17	can	can	AUX
easat-4243	124	18	be	be	AUX
easat-4243	124	19	utilized	utilize	VERB
easat-4243	124	20	and	and	CCONJ
easat-4243	124	21	the	the	DET
easat-4243	124	22	deep	deep	ADJ
easat-4243	124	23	learning	learning	NOUN
easat-4243	124	24	technique	technique	NOUN
easat-4243	124	25	is	be	AUX
easat-4243	124	26	particularly	particularly	ADV
easat-4243	124	27	efficient	efficient	ADJ
easat-4243	124	28	dealing	deal	VERB
easat-4243	124	29	with	with	ADP
easat-4243	124	30	massive	massive	ADJ
easat-4243	124	31	data	datum	NOUN
easat-4243	124	32	in	in	ADP
easat-4243	124	33	practice	practice	NOUN
easat-4243	124	34	”	"	PUNCT
easat-4243	124	35	(	(	PUNCT
easat-4243	124	36	[	[	X
easat-4243	124	37	14	14	NUM
easat-4243	124	38	]	]	PUNCT
easat-4243	124	39	,	,	PUNCT
easat-4243	124	40	p.	p.	NOUN
easat-4243	124	41	231	231	NUM
easat-4243	124	42	)	)	PUNCT
easat-4243	124	43	.	.	PUNCT
easat-4243	125	1	from	from	ADP
easat-4243	125	2	a	a	DET
easat-4243	125	3	different	different	ADJ
easat-4243	125	4	dimension	dimension	NOUN
easat-4243	125	5	,	,	PUNCT
easat-4243	125	6	bezobrazov	bezobrazov	NOUN
easat-4243	125	7	,	,	PUNCT
easat-4243	125	8	anfilets	anfilet	NOUN
easat-4243	125	9	,	,	PUNCT
easat-4243	125	10	dolny	dolny	NOUN
easat-4243	125	11	,	,	PUNCT
easat-4243	125	12	and	and	CCONJ
easat-4243	125	13	yakimovich	yakimovich	NOUN
easat-4243	125	14	[	[	X
easat-4243	125	15	3	3	NUM
easat-4243	125	16	]	]	PUNCT
easat-4243	125	17	proposed	propose	VERB
easat-4243	125	18	a	a	DET
easat-4243	125	19	system	system	NOUN
easat-4243	125	20	for	for	ADP
easat-4243	125	21	predictive	predictive	ADJ
easat-4243	125	22	analytics	analytic	NOUN
easat-4243	125	23	for	for	ADP
easat-4243	125	24	industry	industry	NOUN
easat-4243	125	25	4.0	4.0	NUM
easat-4243	125	26	,	,	PUNCT
easat-4243	125	27	although	although	SCONJ
easat-4243	125	28	they	they	PRON
easat-4243	125	29	based	base	VERB
easat-4243	125	30	their	their	PRON
easat-4243	125	31	system	system	NOUN
easat-4243	125	32	on	on	ADP
easat-4243	125	33	artificial	artificial	ADJ
easat-4243	125	34	neural	neural	ADJ
easat-4243	125	35	network	network	NOUN
easat-4243	125	36	that	that	PRON
easat-4243	125	37	encompassed	encompass	VERB
easat-4243	125	38	both	both	DET
easat-4243	125	39	deep	deep	ADJ
easat-4243	125	40	and	and	CCONJ
easat-4243	125	41	shallow	shallow	ADJ
easat-4243	125	42	neural	neural	ADJ
easat-4243	125	43	networks	network	NOUN
easat-4243	125	44	.	.	PUNCT
easat-4243	126	1	according	accord	VERB
easat-4243	126	2	to	to	ADP
easat-4243	126	3	the	the	DET
easat-4243	126	4	researchers	researcher	NOUN
easat-4243	126	5	,	,	PUNCT
easat-4243	126	6	the	the	DET
easat-4243	126	7	industrial	industrial	ADJ
easat-4243	126	8	predictive	predictive	ADJ
easat-4243	126	9	analytics	analytic	NOUN
easat-4243	126	10	for	for	ADP
easat-4243	126	11	industry	industry	NOUN
easat-4243	126	12	4.0	4.0	NUM
easat-4243	126	13	is	be	AUX
easat-4243	126	14	a	a	DET
easat-4243	126	15	system	system	NOUN
easat-4243	126	16	that	that	PRON
easat-4243	126	17	can	can	AUX
easat-4243	126	18	predict	predict	VERB
easat-4243	126	19	as	as	ADV
easat-4243	126	20	well	well	ADV
easat-4243	126	21	as	as	ADP
easat-4243	126	22	prevent	prevent	VERB
easat-4243	126	23	machine	machine	NOUN
easat-4243	126	24	breakdowns	breakdown	NOUN
easat-4243	126	25	and	and	CCONJ
easat-4243	126	26	failures	failure	NOUN
easat-4243	126	27	through	through	ADP
easat-4243	126	28	analyzing	analyze	VERB
easat-4243	126	29	time	time	NOUN
easat-4243	126	30	-	-	PUNCT
easat-4243	126	31	series	series	NOUN
easat-4243	126	32	data	datum	NOUN
easat-4243	126	33	such	such	ADJ
easat-4243	126	34	as	as	ADP
easat-4243	126	35	vibration	vibration	NOUN
easat-4243	126	36	,	,	PUNCT
easat-4243	126	37	temperature	temperature	NOUN
easat-4243	126	38	and	and	CCONJ
easat-4243	126	39	pressure	pressure	NOUN
easat-4243	126	40	received	receive	VERB
easat-4243	126	41	from	from	ADP
easat-4243	126	42	sensors	sensor	NOUN
easat-4243	126	43	inherently	inherently	ADV
easat-4243	126	44	embedded	embed	VERB
easat-4243	126	45	in	in	ADP
easat-4243	126	46	machines	machine	NOUN
easat-4243	126	47	and	and	CCONJ
easat-4243	126	48	equipment	equipment	NOUN
easat-4243	126	49	.	.	PUNCT
easat-4243	127	1	the	the	DET
easat-4243	127	2	rationale	rationale	NOUN
easat-4243	127	3	provided	provide	VERB
easat-4243	127	4	by	by	ADP
easat-4243	127	5	bezobrazov	bezobrazov	NOUN
easat-4243	127	6	et	et	PROPN
easat-4243	127	7	al	al	PROPN
easat-4243	127	8	.	.	PUNCT
easat-4243	128	1	[	[	X
easat-4243	128	2	3	3	X
easat-4243	128	3	]	]	PUNCT
easat-4243	128	4	for	for	ADP
easat-4243	128	5	basing	base	VERB
easat-4243	128	6	their	their	PRON
easat-4243	128	7	system	system	NOUN
easat-4243	128	8	on	on	ADP
easat-4243	128	9	artificial	artificial	ADJ
easat-4243	128	10	neural	neural	ADJ
easat-4243	128	11	networks	network	NOUN
easat-4243	128	12	and	and	CCONJ
easat-4243	128	13	artificial	artificial	ADJ
easat-4243	128	14	intelligence	intelligence	NOUN
easat-4243	128	15	stemmed	stem	VERB
easat-4243	128	16	from	from	ADP
easat-4243	128	17	their	their	PRON
easat-4243	128	18	reasoning	reasoning	NOUN
easat-4243	128	19	that	that	SCONJ
easat-4243	128	20	these	these	DET
easat-4243	128	21	networks	network	NOUN
easat-4243	128	22	permit	permit	VERB
easat-4243	128	23	the	the	DET
easat-4243	128	24	analysis	analysis	NOUN
easat-4243	128	25	of	of	ADP
easat-4243	128	26	huge	huge	ADJ
easat-4243	128	27	data	datum	NOUN
easat-4243	128	28	generated	generate	VERB
easat-4243	128	29	from	from	ADP
easat-4243	128	30	the	the	DET
easat-4243	128	31	manufacturing	manufacturing	NOUN
easat-4243	128	32	process	process	NOUN
easat-4243	128	33	and	and	CCONJ
easat-4243	128	34	they	they	PRON
easat-4243	128	35	have	have	VERB
easat-4243	128	36	the	the	DET
easat-4243	128	37	capability	capability	NOUN
easat-4243	128	38	of	of	ADP
easat-4243	128	39	predicting	predict	VERB
easat-4243	128	40	what	what	PRON
easat-4243	128	41	will	will	AUX
easat-4243	128	42	go	go	VERB
easat-4243	128	43	wrong	wrong	ADJ
easat-4243	128	44	,	,	PUNCT
easat-4243	128	45	and	and	CCONJ
easat-4243	128	46	when	when	SCONJ
easat-4243	128	47	.	.	PUNCT
easat-4243	129	1	whereas	whereas	SCONJ
easat-4243	129	2	many	many	ADJ
easat-4243	129	3	theoretical	theoretical	ADJ
easat-4243	129	4	and	and	CCONJ
easat-4243	129	5	empirical	empirical	ADJ
easat-4243	129	6	studies	study	NOUN
easat-4243	129	7	have	have	AUX
easat-4243	129	8	focused	focus	VERB
easat-4243	129	9	on	on	ADP
easat-4243	129	10	predictive	predictive	ADJ
easat-4243	129	11	analytics	analytic	NOUN
easat-4243	129	12	for	for	ADP
easat-4243	129	13	industry	industry	NOUN
easat-4243	129	14	4.0	4.0	NUM
easat-4243	129	15	using	use	VERB
easat-4243	129	16	algorithms	algorithm	NOUN
easat-4243	129	17	such	such	ADJ
easat-4243	129	18	as	as	ADP
easat-4243	129	19	machine	machine	NOUN
easat-4243	129	20	learning	learning	NOUN
easat-4243	129	21	(	(	PUNCT
easat-4243	129	22	ml	ml	NOUN
easat-4243	129	23	)	)	PUNCT
easat-4243	129	24	,	,	PUNCT
easat-4243	129	25	deep	deep	ADJ
easat-4243	129	26	learning	learning	NOUN
easat-4243	129	27	,	,	PUNCT
easat-4243	129	28	and	and	CCONJ
easat-4243	129	29	data	datum	NOUN
easat-4243	129	30	mining	mining	NOUN
easat-4243	129	31	,	,	PUNCT
easat-4243	129	32	it	it	PRON
easat-4243	129	33	is	be	AUX
easat-4243	129	34	worth	worth	ADJ
easat-4243	129	35	highlighting	highlight	VERB
easat-4243	129	36	a	a	DET
easat-4243	129	37	study	study	NOUN
easat-4243	129	38	by	by	ADP
easat-4243	129	39	shamim	shamim	PROPN
easat-4243	129	40	,	,	PUNCT
easat-4243	129	41	cang	cang	PROPN
easat-4243	129	42	,	,	PUNCT
easat-4243	129	43	yu	yu	PROPN
easat-4243	129	44	,	,	PUNCT
easat-4243	129	45	&	&	CCONJ
easat-4243	129	46	li	li	PROPN
easat-4243	130	1	[	[	X
easat-4243	130	2	13	13	NUM
easat-4243	130	3	]	]	PUNCT
easat-4243	130	4	provided	provide	VERB
easat-4243	130	5	some	some	DET
easat-4243	130	6	management	management	NOUN
easat-4243	130	7	approaches	approach	NOUN
easat-4243	130	8	for	for	ADP
easat-4243	130	9	industry	industry	NOUN
easat-4243	130	10	4.0	4.0	NUM
easat-4243	130	11	with	with	ADP
easat-4243	130	12	specific	specific	ADJ
easat-4243	130	13	emphasis	emphasis	NOUN
easat-4243	130	14	on	on	ADP
easat-4243	130	15	the	the	DET
easat-4243	130	16	human	human	ADJ
easat-4243	130	17	resource	resource	NOUN
easat-4243	130	18	perspective	perspective	NOUN
easat-4243	130	19	.	.	PUNCT
easat-4243	131	1	a	a	DET
easat-4243	131	2	management	management	NOUN
easat-4243	131	3	focus	focus	NOUN
easat-4243	131	4	is	be	AUX
easat-4243	131	5	an	an	DET
easat-4243	131	6	important	important	ADJ
easat-4243	131	7	consideration	consideration	NOUN
easat-4243	131	8	because	because	SCONJ
easat-4243	131	9	of	of	ADP
easat-4243	131	10	the	the	DET
easat-4243	131	11	many	many	ADJ
easat-4243	131	12	challenges	challenge	NOUN
easat-4243	131	13	that	that	PRON
easat-4243	131	14	may	may	AUX
easat-4243	131	15	be	be	AUX
easat-4243	131	16	inherent	inherent	ADJ
easat-4243	131	17	in	in	ADP
easat-4243	131	18	the	the	DET
easat-4243	131	19	industry	industry	NOUN
easat-4243	131	20	4.0	4.0	NUM
easat-4243	131	21	environment	environment	NOUN
easat-4243	131	22	.	.	PUNCT
easat-4243	132	1	as	as	ADP
easat-4243	132	2	shamim	shamim	PROPN
easat-4243	132	3	et	et	PROPN
easat-4243	132	4	al	al	PROPN
easat-4243	132	5	.	.	PUNCT
easat-4243	133	1	[	[	X
easat-4243	133	2	13	13	NUM
easat-4243	133	3	]	]	PUNCT
easat-4243	133	4	vividly	vividly	ADV
easat-4243	133	5	point	point	VERB
easat-4243	133	6	out	out	ADP
easat-4243	133	7	,	,	PUNCT
easat-4243	133	8	“	"	PUNCT
easat-4243	133	9	industry	industry	NOUN
easat-4243	133	10	4.0	4.0	NUM
easat-4243	133	11	considers	consider	VERB
easat-4243	133	12	the	the	DET
easat-4243	133	13	digital	digital	ADJ
easat-4243	133	14	enhancement	enhancement	NOUN
easat-4243	133	15	9782	9782	NUM
easat-4243	133	16	edelweiss	edelweiss	PROPN
easat-4243	133	17	applied	apply	VERB
easat-4243	133	18	science	science	NOUN
easat-4243	133	19	and	and	CCONJ
easat-4243	133	20	technology	technology	NOUN
easat-4243	133	21	issn	issn	PROPN
easat-4243	133	22	:	:	PUNCT
easat-4243	133	23	2576	2576	NUM
easat-4243	133	24	-	-	SYM
easat-4243	133	25	8484	8484	NUM
easat-4243	133	26	vol	vol	NOUN
easat-4243	133	27	.	.	PROPN
easat-4243	133	28	8	8	NUM
easat-4243	133	29	,	,	PUNCT
easat-4243	133	30	no	no	INTJ
easat-4243	133	31	.	.	NOUN
easat-4243	134	1	6	6	NUM
easat-4243	134	2	:	:	SYM
easat-4243	134	3	9778	9778	NUM
easat-4243	134	4	-	-	SYM
easat-4243	134	5	9783	9783	NUM
easat-4243	134	6	,	,	PUNCT
easat-4243	134	7	2024	2024	NUM
easat-4243	134	8	doi	doi	NOUN
easat-4243	134	9	:	:	PUNCT
easat-4243	134	10	10.55214/25768484.v8i6.4243	10.55214/25768484.v8i6.4243	NUM
easat-4243	134	11	©	©	ADP
easat-4243	134	12	2024	2024	NUM
easat-4243	134	13	by	by	ADP
easat-4243	134	14	the	the	DET
easat-4243	134	15	author	author	NOUN
easat-4243	134	16	;	;	PUNCT
easat-4243	134	17	licensee	licensee	NOUN
easat-4243	134	18	learning	learn	VERB
easat-4243	134	19	gate	gate	NOUN
easat-4243	134	20	and	and	CCONJ
easat-4243	134	21	reengineering	reengineering	NOUN
easat-4243	134	22	of	of	ADP
easat-4243	134	23	products	product	NOUN
easat-4243	134	24	”	"	PUNCT
easat-4243	134	25	(	(	PUNCT
easat-4243	134	26	5309	5309	NUM
easat-4243	134	27	)	)	PUNCT
easat-4243	134	28	.	.	PUNCT
easat-4243	135	1	highly	highly	ADV
easat-4243	135	2	differentiated	differentiated	ADJ
easat-4243	135	3	customized	customized	ADJ
easat-4243	135	4	products	product	NOUN
easat-4243	135	5	coupled	couple	VERB
easat-4243	135	6	with	with	ADP
easat-4243	135	7	wellcoordinated	wellcoordinated	ADJ
easat-4243	135	8	combination	combination	NOUN
easat-4243	135	9	of	of	ADP
easat-4243	135	10	products	product	NOUN
easat-4243	135	11	and	and	CCONJ
easat-4243	135	12	services	service	NOUN
easat-4243	135	13	further	far	ADV
easat-4243	135	14	characterize	characterize	VERB
easat-4243	135	15	it	it	PRON
easat-4243	135	16	as	as	ADV
easat-4243	135	17	well	well	ADV
easat-4243	135	18	,	,	PUNCT
easat-4243	135	19	presenting	present	VERB
easat-4243	135	20	challenges	challenge	NOUN
easat-4243	135	21	that	that	PRON
easat-4243	135	22	require	require	VERB
easat-4243	135	23	continuous	continuous	ADJ
easat-4243	135	24	learning	learning	NOUN
easat-4243	135	25	and	and	CCONJ
easat-4243	135	26	innovation	innovation	NOUN
easat-4243	135	27	.	.	PUNCT
easat-4243	136	1	according	accord	VERB
easat-4243	136	2	to	to	ADP
easat-4243	136	3	lasi	lasi	PROPN
easat-4243	136	4	,	,	PUNCT
easat-4243	136	5	fettke	fettke	NOUN
easat-4243	136	6	,	,	PUNCT
easat-4243	136	7	kemper	kemper	PROPN
easat-4243	136	8	,	,	PUNCT
easat-4243	136	9	feld	feld	NOUN
easat-4243	136	10	,	,	PUNCT
easat-4243	136	11	&	&	CCONJ
easat-4243	136	12	hoffmann	hoffmann	PROPN
easat-4243	136	13	[	[	X
easat-4243	136	14	8	8	NUM
easat-4243	136	15	]	]	PUNCT
easat-4243	136	16	success	success	NOUN
easat-4243	136	17	in	in	ADP
easat-4243	136	18	industry	industry	NOUN
easat-4243	136	19	4.0	4.0	NUM
easat-4243	136	20	depends	depend	VERB
easat-4243	136	21	upon	upon	SCONJ
easat-4243	136	22	the	the	DET
easat-4243	136	23	innovation	innovation	NOUN
easat-4243	136	24	capability	capability	NOUN
easat-4243	136	25	of	of	ADP
easat-4243	136	26	the	the	DET
easat-4243	136	27	industry	industry	NOUN
easat-4243	136	28	.	.	PUNCT
easat-4243	137	1	this	this	DET
easat-4243	137	2	innovation	innovation	NOUN
easat-4243	137	3	capability	capability	NOUN
easat-4243	137	4	is	be	AUX
easat-4243	137	5	either	either	CCONJ
easat-4243	137	6	about	about	ADP
easat-4243	137	7	cps	cp	NOUN
easat-4243	137	8	(	(	PUNCT
easat-4243	137	9	i.e.	i.e.	X
easat-4243	137	10	computer	computer	NOUN
easat-4243	137	11	networks	network	NOUN
easat-4243	137	12	,	,	PUNCT
easat-4243	137	13	embedded	embed	VERB
easat-4243	137	14	actuators	actuator	NOUN
easat-4243	137	15	,	,	PUNCT
easat-4243	137	16	or	or	CCONJ
easat-4243	137	17	sensors	sensor	NOUN
easat-4243	137	18	)	)	PUNCT
easat-4243	137	19	,	,	PUNCT
easat-4243	137	20	product	product	NOUN
easat-4243	137	21	differentiation	differentiation	NOUN
easat-4243	137	22	,	,	PUNCT
easat-4243	137	23	reengineering	reengineering	NOUN
easat-4243	137	24	,	,	PUNCT
easat-4243	137	25	or	or	CCONJ
easat-4243	137	26	some	some	DET
easat-4243	137	27	supply	supply	NOUN
easat-4243	137	28	chain	chain	NOUN
easat-4243	137	29	issues	issue	NOUN
easat-4243	137	30	.	.	PUNCT
easat-4243	138	1	if	if	SCONJ
easat-4243	138	2	enterprises	enterprise	NOUN
easat-4243	138	3	need	need	VERB
easat-4243	138	4	to	to	PART
easat-4243	138	5	be	be	AUX
easat-4243	138	6	smart	smart	ADJ
easat-4243	138	7	,	,	PUNCT
easat-4243	138	8	they	they	PRON
easat-4243	138	9	require	require	VERB
easat-4243	138	10	an	an	DET
easat-4243	138	11	accommodative	accommodative	ADJ
easat-4243	138	12	climate	climate	NOUN
easat-4243	138	13	for	for	ADP
easat-4243	138	14	learning	learning	NOUN
easat-4243	138	15	,	,	PUNCT
easat-4243	138	16	innovation	innovation	NOUN
easat-4243	138	17	,	,	PUNCT
easat-4243	138	18	and	and	CCONJ
easat-4243	138	19	intelligent	intelligent	ADJ
easat-4243	138	20	employees	employee	NOUN
easat-4243	138	21	,	,	PUNCT
easat-4243	138	22	which	which	PRON
easat-4243	138	23	necessitates	necessitate	VERB
easat-4243	138	24	suitable	suitable	ADJ
easat-4243	138	25	management	management	NOUN
easat-4243	138	26	practices	practice	NOUN
easat-4243	138	27	.	.	PUNCT
easat-4243	139	1	industry	industry	NOUN
easat-4243	139	2	4.0	4.0	NUM
easat-4243	139	3	needs	need	NOUN
easat-4243	139	4	to	to	PART
easat-4243	139	5	develop	develop	VERB
easat-4243	139	6	vibrant	vibrant	ADJ
easat-4243	139	7	capabilities	capability	NOUN
easat-4243	139	8	to	to	PART
easat-4243	139	9	manage	manage	VERB
easat-4243	139	10	business	business	NOUN
easat-4243	139	11	models	model	NOUN
easat-4243	139	12	successfully	successfully	ADV
easat-4243	139	13	,	,	PUNCT
easat-4243	139	14	to	to	PART
easat-4243	139	15	develop	develop	VERB
easat-4243	139	16	product	product	NOUN
easat-4243	139	17	portfolio	portfolio	NOUN
easat-4243	139	18	,	,	PUNCT
easat-4243	139	19	to	to	PART
easat-4243	139	20	enhance	enhance	VERB
easat-4243	139	21	value	value	NOUN
easat-4243	139	22	chain	chain	NOUN
easat-4243	139	23	systems	system	NOUN
easat-4243	139	24	and	and	CCONJ
easat-4243	139	25	processes	process	NOUN
easat-4243	139	26	,	,	PUNCT
easat-4243	139	27	risk	risk	NOUN
easat-4243	139	28	management	management	NOUN
easat-4243	139	29	,	,	PUNCT
easat-4243	139	30	and	and	CCONJ
easat-4243	139	31	cultural	cultural	ADJ
easat-4243	139	32	management	management	NOUN
easat-4243	139	33	because	because	SCONJ
easat-4243	139	34	of	of	ADP
easat-4243	139	35	globalization	globalization	NOUN
easat-4243	139	36	.	.	PUNCT
easat-4243	140	1	in	in	ADP
easat-4243	140	2	industry	industry	NOUN
easat-4243	140	3	4.0	4.0	NUM
easat-4243	140	4	environment	environment	NOUN
easat-4243	140	5	,	,	PUNCT
easat-4243	140	6	it	it	PRON
easat-4243	140	7	is	be	AUX
easat-4243	140	8	evident	evident	ADJ
easat-4243	140	9	that	that	SCONJ
easat-4243	140	10	firm	firm	NOUN
easat-4243	140	11	will	will	AUX
easat-4243	140	12	face	face	VERB
easat-4243	140	13	many	many	ADJ
easat-4243	140	14	technological	technological	ADJ
easat-4243	140	15	,	,	PUNCT
easat-4243	140	16	economic	economic	ADJ
easat-4243	140	17	,	,	PUNCT
easat-4243	140	18	and	and	CCONJ
easat-4243	140	19	social	social	ADJ
easat-4243	140	20	challenges	challenge	NOUN
easat-4243	140	21	that	that	PRON
easat-4243	140	22	require	require	VERB
easat-4243	140	23	innovative	innovative	ADJ
easat-4243	140	24	workforce	workforce	NOUN
easat-4243	140	25	and	and	CCONJ
easat-4243	140	26	dynamic	dynamic	ADJ
easat-4243	140	27	capabilities	capability	NOUN
easat-4243	140	28	.	.	PUNCT
easat-4243	141	1	the	the	DET
easat-4243	141	2	recommendations	recommendation	NOUN
easat-4243	141	3	offered	offer	VERB
easat-4243	141	4	by	by	ADP
easat-4243	141	5	shamim	shamim	PROPN
easat-4243	141	6	et	et	PROPN
easat-4243	141	7	al	al	PROPN
easat-4243	141	8	.	.	PUNCT
easat-4243	142	1	[	[	X
easat-4243	142	2	13	13	NUM
easat-4243	142	3	]	]	PUNCT
easat-4243	142	4	as	as	ADV
easat-4243	142	5	well	well	ADV
easat-4243	142	6	as	as	ADP
easat-4243	142	7	by	by	ADP
easat-4243	142	8	lasi	lasi	PROPN
easat-4243	142	9	et	et	PROPN
easat-4243	142	10	al	al	PROPN
easat-4243	142	11	.	.	PUNCT
easat-4243	143	1	[	[	X
easat-4243	143	2	8	8	NUM
easat-4243	143	3	]	]	PUNCT
easat-4243	143	4	in	in	ADP
easat-4243	143	5	order	order	NOUN
easat-4243	143	6	to	to	PART
easat-4243	143	7	ensure	ensure	VERB
easat-4243	143	8	proper	proper	ADJ
easat-4243	143	9	forecasting	forecasting	NOUN
easat-4243	143	10	analytics	analytic	NOUN
easat-4243	143	11	for	for	ADP
easat-4243	143	12	industry	industry	NOUN
easat-4243	143	13	4.0	4.0	NUM
easat-4243	143	14	include	include	VERB
easat-4243	143	15	having	have	VERB
easat-4243	143	16	effective	effective	ADJ
easat-4243	143	17	,	,	PUNCT
easat-4243	143	18	visionary	visionary	ADJ
easat-4243	143	19	leaders	leader	NOUN
easat-4243	143	20	,	,	PUNCT
easat-4243	143	21	providing	provide	VERB
easat-4243	143	22	staff	staff	NOUN
easat-4243	143	23	members	member	NOUN
easat-4243	143	24	with	with	ADP
easat-4243	143	25	appropriate	appropriate	ADJ
easat-4243	143	26	,	,	PUNCT
easat-4243	143	27	ongoing	ongoing	ADJ
easat-4243	143	28	training	training	NOUN
easat-4243	143	29	,	,	PUNCT
easat-4243	143	30	using	use	VERB
easat-4243	143	31	extensive	extensive	ADJ
easat-4243	143	32	recruitment	recruitment	NOUN
easat-4243	143	33	and	and	CCONJ
easat-4243	143	34	selection	selection	NOUN
easat-4243	143	35	procedures	procedure	NOUN
easat-4243	143	36	to	to	PART
easat-4243	143	37	hire	hire	VERB
easat-4243	143	38	the	the	DET
easat-4243	143	39	right	right	ADJ
easat-4243	143	40	staff	staff	NOUN
easat-4243	143	41	,	,	PUNCT
easat-4243	143	42	and	and	CCONJ
easat-4243	143	43	having	have	VERB
easat-4243	143	44	a	a	DET
easat-4243	143	45	performance	performance	NOUN
easat-4243	143	46	appraisal	appraisal	NOUN
easat-4243	143	47	system	system	NOUN
easat-4243	143	48	focused	focus	VERB
easat-4243	143	49	on	on	ADP
easat-4243	143	50	employee	employee	NOUN
easat-4243	143	51	development	development	NOUN
easat-4243	143	52	.	.	PUNCT
easat-4243	144	1	3	3	X
easat-4243	144	2	.	.	X
easat-4243	144	3	reflection	reflection	NOUN
easat-4243	144	4	,	,	PUNCT
easat-4243	144	5	conclusion	conclusion	NOUN
easat-4243	144	6	and	and	CCONJ
easat-4243	144	7	the	the	DET
easat-4243	144	8	future	future	ADJ
easat-4243	144	9	overall	overall	NOUN
easat-4243	144	10	,	,	PUNCT
easat-4243	144	11	this	this	DET
easat-4243	144	12	extensive	extensive	ADJ
easat-4243	144	13	review	review	NOUN
easat-4243	144	14	has	have	AUX
easat-4243	144	15	provided	provide	VERB
easat-4243	144	16	deep	deep	ADJ
easat-4243	144	17	insights	insight	NOUN
easat-4243	144	18	pertaining	pertain	VERB
easat-4243	144	19	to	to	ADP
easat-4243	144	20	forecasting	forecast	VERB
easat-4243	144	21	analytics	analytic	NOUN
easat-4243	144	22	for	for	ADP
easat-4243	144	23	industry	industry	NOUN
easat-4243	144	24	4.0	4.0	NUM
easat-4243	144	25	.	.	PUNCT
easat-4243	145	1	from	from	ADP
easat-4243	145	2	the	the	DET
easat-4243	145	3	analysis	analysis	NOUN
easat-4243	145	4	,	,	PUNCT
easat-4243	145	5	it	it	PRON
easat-4243	145	6	has	have	AUX
easat-4243	145	7	become	become	VERB
easat-4243	145	8	evident	evident	ADJ
easat-4243	145	9	that	that	SCONJ
easat-4243	145	10	the	the	DET
easat-4243	145	11	ecosystem	ecosystem	NOUN
easat-4243	145	12	of	of	ADP
easat-4243	145	13	advanced	advanced	ADJ
easat-4243	145	14	analytics	analytic	NOUN
easat-4243	145	15	tools	tool	NOUN
easat-4243	145	16	and	and	CCONJ
easat-4243	145	17	big	big	ADJ
easat-4243	145	18	data	datum	NOUN
easat-4243	145	19	technologies	technology	NOUN
easat-4243	145	20	has	have	AUX
easat-4243	145	21	evolved	evolve	VERB
easat-4243	145	22	rapidly	rapidly	ADV
easat-4243	145	23	over	over	ADP
easat-4243	145	24	the	the	DET
easat-4243	145	25	past	past	ADJ
easat-4243	145	26	years	year	NOUN
easat-4243	145	27	,	,	PUNCT
easat-4243	145	28	offering	offer	VERB
easat-4243	145	29	new	new	ADJ
easat-4243	145	30	possibilities	possibility	NOUN
easat-4243	145	31	for	for	ADP
easat-4243	145	32	datadriven	datadriven	ADJ
easat-4243	145	33	solutions	solution	NOUN
easat-4243	145	34	and	and	CCONJ
easat-4243	145	35	digital	digital	ADJ
easat-4243	145	36	transformations	transformation	NOUN
easat-4243	145	37	.	.	PUNCT
easat-4243	146	1	much	much	ADJ
easat-4243	146	2	of	of	ADP
easat-4243	146	3	the	the	DET
easat-4243	146	4	literature	literature	NOUN
easat-4243	146	5	supports	support	VERB
easat-4243	146	6	the	the	DET
easat-4243	146	7	notion	notion	NOUN
easat-4243	146	8	that	that	SCONJ
easat-4243	146	9	subsets	subset	NOUN
easat-4243	146	10	of	of	ADP
easat-4243	146	11	ai	ai	NOUN
easat-4243	146	12	such	such	ADJ
easat-4243	146	13	as	as	ADP
easat-4243	146	14	ml	ml	NOUN
easat-4243	146	15	and	and	CCONJ
easat-4243	146	16	dl	dl	PROPN
easat-4243	146	17	algorithms	algorithm	NOUN
easat-4243	146	18	have	have	AUX
easat-4243	146	19	great	great	ADJ
easat-4243	146	20	potential	potential	NOUN
easat-4243	146	21	in	in	ADP
easat-4243	146	22	improving	improve	VERB
easat-4243	146	23	forecasting	forecasting	NOUN
easat-4243	146	24	analytics	analytic	NOUN
easat-4243	146	25	for	for	ADP
easat-4243	146	26	industry	industry	NOUN
easat-4243	146	27	4.0	4.0	NUM
easat-4243	146	28	.	.	PUNCT
easat-4243	147	1	moreover	moreover	ADV
easat-4243	147	2	,	,	PUNCT
easat-4243	147	3	advanced	advanced	ADJ
easat-4243	147	4	data	data	NOUN
easat-4243	147	5	mining	mining	NOUN
easat-4243	147	6	techniques	technique	NOUN
easat-4243	147	7	such	such	ADJ
easat-4243	147	8	as	as	ADP
easat-4243	147	9	clustering	clustering	NOUN
easat-4243	147	10	,	,	PUNCT
easat-4243	147	11	regression	regression	NOUN
easat-4243	147	12	,	,	PUNCT
easat-4243	147	13	classification	classification	NOUN
easat-4243	147	14	,	,	PUNCT
easat-4243	147	15	prediction	prediction	NOUN
easat-4243	147	16	,	,	PUNCT
easat-4243	147	17	association	association	NOUN
easat-4243	147	18	rules	rule	NOUN
easat-4243	147	19	,	,	PUNCT
easat-4243	147	20	and	and	CCONJ
easat-4243	147	21	deviation	deviation	NOUN
easat-4243	147	22	analysis	analysis	NOUN
easat-4243	147	23	can	can	AUX
easat-4243	147	24	also	also	ADV
easat-4243	147	25	find	find	VERB
easat-4243	147	26	direct	direct	ADJ
easat-4243	147	27	application	application	NOUN
easat-4243	147	28	in	in	ADP
easat-4243	147	29	enhancing	enhance	VERB
easat-4243	147	30	the	the	DET
easat-4243	147	31	effectiveness	effectiveness	NOUN
easat-4243	147	32	of	of	ADP
easat-4243	147	33	data	datum	NOUN
easat-4243	147	34	analytics	analytic	NOUN
easat-4243	147	35	in	in	ADP
easat-4243	147	36	industry	industry	NOUN
easat-4243	147	37	4.0	4.0	NUM
easat-4243	147	38	.	.	PUNCT
easat-4243	148	1	through	through	ADP
easat-4243	148	2	these	these	DET
easat-4243	148	3	data	datum	NOUN
easat-4243	148	4	processing	processing	NOUN
easat-4243	148	5	efforts	effort	NOUN
easat-4243	148	6	,	,	PUNCT
easat-4243	148	7	firms	firm	NOUN
easat-4243	148	8	and	and	CCONJ
easat-4243	148	9	forecasters	forecaster	NOUN
easat-4243	148	10	can	can	AUX
easat-4243	148	11	be	be	AUX
easat-4243	148	12	able	able	ADJ
easat-4243	148	13	to	to	PART
easat-4243	148	14	derive	derive	VERB
easat-4243	148	15	understandable	understandable	ADJ
easat-4243	148	16	knowledge	knowledge	NOUN
easat-4243	148	17	from	from	ADP
easat-4243	148	18	a	a	DET
easat-4243	148	19	large	large	ADJ
easat-4243	148	20	quantity	quantity	NOUN
easat-4243	148	21	of	of	ADP
easat-4243	148	22	ambiguous	ambiguous	ADJ
easat-4243	148	23	and	and	CCONJ
easat-4243	148	24	dynamic	dynamic	ADJ
easat-4243	148	25	raw	raw	ADJ
easat-4243	148	26	date	date	NOUN
easat-4243	148	27	.	.	PUNCT
easat-4243	149	1	however	however	ADV
easat-4243	149	2	as	as	ADP
easat-4243	149	3	in	in	ADP
easat-4243	149	4	any	any	DET
easat-4243	149	5	other	other	ADJ
easat-4243	149	6	study	study	NOUN
easat-4243	149	7	,	,	PUNCT
easat-4243	149	8	ml	ml	PUNCT
easat-4243	149	9	and	and	CCONJ
easat-4243	149	10	dl	dl	PROPN
easat-4243	149	11	come	come	VERB
easat-4243	149	12	with	with	ADP
easat-4243	149	13	the	the	DET
easat-4243	149	14	usual	usual	ADJ
easat-4243	149	15	caveat	caveat	NOUN
easat-4243	149	16	of	of	ADP
easat-4243	149	17	being	be	AUX
easat-4243	149	18	‘	'	PUNCT
easat-4243	149	19	black	black	ADJ
easat-4243	149	20	-	-	PUNCT
easat-4243	149	21	box	box	NOUN
easat-4243	149	22	’	'	PUNCT
easat-4243	149	23	approaches	approach	NOUN
easat-4243	149	24	and	and	CCONJ
easat-4243	149	25	thus	thus	ADV
easat-4243	149	26	no	no	DET
easat-4243	149	27	elements	element	NOUN
easat-4243	149	28	of	of	ADP
easat-4243	149	29	causality	causality	NOUN
easat-4243	149	30	are	be	AUX
easat-4243	149	31	established	establish	VERB
easat-4243	149	32	in	in	ADP
easat-4243	149	33	such	such	ADJ
easat-4243	149	34	studies	study	NOUN
easat-4243	149	35	,	,	PUNCT
easat-4243	149	36	and	and	CCONJ
easat-4243	149	37	that	that	PRON
easat-4243	149	38	makes	make	VERB
easat-4243	149	39	many	many	ADJ
easat-4243	149	40	of	of	ADP
easat-4243	149	41	the	the	DET
easat-4243	149	42	users	user	NOUN
easat-4243	149	43	in	in	ADP
easat-4243	149	44	industry	industry	NOUN
easat-4243	149	45	skeptic	skeptic	ADJ
easat-4243	149	46	about	about	ADP
easat-4243	149	47	the	the	DET
easat-4243	149	48	use	use	NOUN
easat-4243	149	49	and	and	CCONJ
easat-4243	149	50	the	the	DET
easat-4243	149	51	origins	origin	NOUN
easat-4243	149	52	of	of	ADP
easat-4243	149	53	them	they	PRON
easat-4243	149	54	.	.	PUNCT
easat-4243	150	1	with	with	ADP
easat-4243	150	2	that	that	PRON
easat-4243	150	3	been	be	AUX
easat-4243	150	4	said	say	VERB
easat-4243	150	5	,	,	PUNCT
easat-4243	150	6	the	the	PRON
easat-4243	150	7	more	more	ADJ
easat-4243	150	8	than	than	ADP
easat-4243	150	9	often	often	ADV
easat-4243	150	10	success	success	NOUN
easat-4243	150	11	of	of	ADP
easat-4243	150	12	such	such	ADJ
easat-4243	150	13	ml	ml	NOUN
easat-4243	150	14	and	and	CCONJ
easat-4243	150	15	dl	dl	PROPN
easat-4243	150	16	approaches	approach	NOUN
easat-4243	150	17	usually	usually	ADV
easat-4243	150	18	move	move	VERB
easat-4243	150	19	the	the	DET
easat-4243	150	20	discussion	discussion	NOUN
easat-4243	150	21	of	of	ADP
easat-4243	150	22	the	the	DET
easat-4243	150	23	respective	respective	ADJ
easat-4243	150	24	adoption	adoption	NOUN
easat-4243	150	25	more	more	ADV
easat-4243	150	26	pertinent	pertinent	ADJ
easat-4243	150	27	that	that	SCONJ
easat-4243	150	28	anything	anything	PRON
easat-4243	150	29	else	else	ADV
easat-4243	150	30	.	.	PUNCT
easat-4243	151	1	we	we	PRON
easat-4243	151	2	leave	leave	VERB
easat-4243	151	3	this	this	DET
easat-4243	151	4	causality	causality	NOUN
easat-4243	151	5	chase	chase	NOUN
easat-4243	151	6	and	and	CCONJ
easat-4243	151	7	quest	quest	NOUN
easat-4243	151	8	for	for	ADP
easat-4243	151	9	the	the	DET
easat-4243	151	10	future	future	NOUN
easat-4243	151	11	and	and	CCONJ
easat-4243	151	12	focus	focus	VERB
easat-4243	151	13	now	now	ADV
easat-4243	151	14	on	on	ADP
easat-4243	151	15	the	the	DET
easat-4243	151	16	overwhelming	overwhelming	ADJ
easat-4243	151	17	successes	success	NOUN
easat-4243	151	18	we	we	PRON
easat-4243	151	19	see	see	VERB
easat-4243	151	20	more	more	ADV
easat-4243	151	21	and	and	CCONJ
easat-4243	151	22	more	more	ADV
easat-4243	151	23	often	often	ADV
easat-4243	151	24	in	in	ADP
easat-4243	151	25	industry	industry	NOUN
easat-4243	151	26	4.0	4.0	NUM
easat-4243	151	27	.	.	PUNCT
easat-4243	152	1	copyright	copyright	NOUN
easat-4243	152	2	:	:	PUNCT
easat-4243	152	3	©	©	PROPN
easat-4243	152	4	2024	2024	NUM
easat-4243	152	5	by	by	ADP
easat-4243	152	6	the	the	DET
easat-4243	152	7	authors	author	NOUN
easat-4243	152	8	.	.	PUNCT
easat-4243	153	1	this	this	DET
easat-4243	153	2	article	article	NOUN
easat-4243	153	3	is	be	AUX
easat-4243	153	4	an	an	DET
easat-4243	153	5	open	open	ADJ
easat-4243	153	6	access	access	NOUN
easat-4243	153	7	article	article	NOUN
easat-4243	153	8	distributed	distribute	VERB
easat-4243	153	9	under	under	ADP
easat-4243	153	10	the	the	DET
easat-4243	153	11	terms	term	NOUN
easat-4243	153	12	and	and	CCONJ
easat-4243	153	13	conditions	condition	NOUN
easat-4243	153	14	of	of	ADP
easat-4243	153	15	the	the	DET
easat-4243	153	16	creative	creative	ADJ
easat-4243	153	17	commons	common	NOUN
easat-4243	153	18	attribution	attribution	NOUN
easat-4243	153	19	(	(	PUNCT
easat-4243	153	20	cc	cc	NOUN
easat-4243	153	21	by	by	ADP
easat-4243	153	22	)	)	PUNCT
easat-4243	153	23	license	license	NOUN
easat-4243	153	24	(	(	PUNCT
easat-4243	153	25	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-4243	153	26	)	)	PUNCT
easat-4243	153	27	.	.	PUNCT
easat-4243	154	1	references	reference	NOUN
easat-4243	154	2	[	[	X
easat-4243	154	3	1	1	NUM
easat-4243	154	4	]	]	PUNCT
easat-4243	154	5	alcácer	alcácer	NOUN
easat-4243	154	6	,	,	PUNCT
easat-4243	154	7	v.	v.	PROPN
easat-4243	154	8	,	,	PUNCT
easat-4243	154	9	&	&	CCONJ
easat-4243	154	10	cruz	cruz	PROPN
easat-4243	154	11	-	-	PUNCT
easat-4243	154	12	machado	machado	PROPN
easat-4243	154	13	,	,	PUNCT
easat-4243	154	14	v.	v.	PROPN
easat-4243	154	15	(	(	PUNCT
easat-4243	154	16	2019	2019	NUM
easat-4243	154	17	)	)	PUNCT
easat-4243	154	18	.	.	PUNCT
easat-4243	155	1	scanning	scan	VERB
easat-4243	155	2	the	the	DET
easat-4243	155	3	industry	industry	NOUN
easat-4243	155	4	4.0	4.0	NUM
easat-4243	155	5	:	:	PUNCT
easat-4243	155	6	a	a	DET
easat-4243	155	7	literature	literature	NOUN
easat-4243	155	8	review	review	NOUN
easat-4243	155	9	on	on	ADP
easat-4243	155	10	technologies	technology	NOUN
easat-4243	155	11	for	for	ADP
easat-4243	155	12	manufacturing	manufacturing	NOUN
easat-4243	155	13	systems	system	NOUN
easat-4243	155	14	.	.	PUNCT
easat-4243	156	1	engineering	engineering	NOUN
easat-4243	156	2	science	science	NOUN
easat-4243	156	3	and	and	CCONJ
easat-4243	156	4	technology	technology	NOUN
easat-4243	156	5	,	,	PUNCT
easat-4243	156	6	an	an	DET
easat-4243	156	7	international	international	ADJ
easat-4243	156	8	journal	journal	NOUN
easat-4243	156	9	,	,	PUNCT
easat-4243	156	10	22(3	22(3	NUM
easat-4243	156	11	)	)	PUNCT
easat-4243	156	12	,	,	PUNCT
easat-4243	156	13	899	899	NUM
easat-4243	156	14	-	-	SYM
easat-4243	156	15	919	919	NUM
easat-4243	156	16	.	.	PUNCT
easat-4243	157	1	[	[	X
easat-4243	157	2	2	2	NUM
easat-4243	157	3	]	]	PUNCT
easat-4243	157	4	bajic	bajic	NOUN
easat-4243	157	5	,	,	PUNCT
easat-4243	157	6	b.	b.	PROPN
easat-4243	157	7	,	,	PUNCT
easat-4243	157	8	cosic	cosic	PROPN
easat-4243	157	9	,	,	PUNCT
easat-4243	157	10	i.	i.	NOUN
easat-4243	157	11	,	,	PUNCT
easat-4243	157	12	lazarevic	lazarevic	NOUN
easat-4243	157	13	,	,	PUNCT
easat-4243	157	14	m.	m.	NOUN
easat-4243	157	15	,	,	PUNCT
easat-4243	157	16	sremcev	sremcev	ADJ
easat-4243	157	17	,	,	PUNCT
easat-4243	157	18	n.	n.	NOUN
easat-4243	157	19	,	,	PUNCT
easat-4243	157	20	&	&	CCONJ
easat-4243	157	21	rikalovic	rikalovic	NOUN
easat-4243	157	22	,	,	PUNCT
easat-4243	157	23	a.	a.	NOUN
easat-4243	157	24	(	(	PUNCT
easat-4243	157	25	2018	2018	NUM
easat-4243	157	26	)	)	PUNCT
easat-4243	157	27	.	.	PUNCT
easat-4243	158	1	machine	machine	NOUN
easat-4243	158	2	learning	learn	VERB
easat-4243	158	3	techniques	technique	NOUN
easat-4243	158	4	for	for	ADP
easat-4243	158	5	smart	smart	ADJ
easat-4243	158	6	manufacturing	manufacturing	NOUN
easat-4243	158	7	:	:	PUNCT
easat-4243	158	8	applications	application	NOUN
easat-4243	158	9	and	and	CCONJ
easat-4243	158	10	challenges	challenge	NOUN
easat-4243	158	11	in	in	ADP
easat-4243	158	12	industry	industry	NOUN
easat-4243	158	13	4.0	4.0	NUM
easat-4243	158	14	.	.	PUNCT
easat-4243	159	1	9th	9th	ADJ
easat-4243	159	2	international	international	ADJ
easat-4243	159	3	scientific	scientific	ADJ
easat-4243	159	4	and	and	CCONJ
easat-4243	159	5	expert	expert	NOUN
easat-4243	159	6	conference	conference	NOUN
easat-4243	159	7	team	team	NOUN
easat-4243	159	8	2018	2018	NUM
easat-4243	159	9	,	,	PUNCT
easat-4243	159	10	29	29	NUM
easat-4243	159	11	-	-	SYM
easat-4243	159	12	38	38	NUM
easat-4243	159	13	.	.	PUNCT
easat-4243	160	1	[	[	X
easat-4243	160	2	3	3	NUM
easat-4243	160	3	]	]	PUNCT
easat-4243	160	4	bezobrazov	bezobrazov	NOUN
easat-4243	160	5	,	,	PUNCT
easat-4243	160	6	s.	s.	PROPN
easat-4243	160	7	,	,	PUNCT
easat-4243	160	8	anfilets	anfilet	NOUN
easat-4243	160	9	,	,	PUNCT
easat-4243	160	10	s.	s.	PROPN
easat-4243	160	11	,	,	PUNCT
easat-4243	160	12	dolny	dolny	PROPN
easat-4243	160	13	,	,	PUNCT
easat-4243	160	14	r.	r.	PROPN
easat-4243	160	15	,	,	PUNCT
easat-4243	160	16	&	&	CCONJ
easat-4243	160	17	yakimovich	yakimovich	PROPN
easat-4243	160	18	,	,	PUNCT
easat-4243	160	19	d.	d.	PROPN
easat-4243	160	20	(	(	PUNCT
easat-4243	160	21	2019	2019	NUM
easat-4243	160	22	)	)	PUNCT
easat-4243	160	23	.	.	PUNCT
easat-4243	161	1	predictive	predictive	ADJ
easat-4243	161	2	analytics	analytic	NOUN
easat-4243	161	3	for	for	ADP
easat-4243	161	4	industry	industry	NOUN
easat-4243	161	5	4.0	4.0	NUM
easat-4243	161	6	.	.	PUNCT
easat-4243	162	1	international	international	ADJ
easat-4243	162	2	scientific	scientific	ADJ
easat-4243	162	3	journal	journal	NOUN
easat-4243	162	4	industry	industry	NOUN
easat-4243	162	5	4.0	4.0	NUM
easat-4243	162	6	.	.	VERB
easat-4243	162	7	,	,	PUNCT
easat-4243	162	8	6	6	NUM
easat-4243	162	9	,	,	PUNCT
easat-4243	162	10	273	273	NUM
easat-4243	162	11	-	-	SYM
easat-4243	162	12	276	276	NUM
easat-4243	162	13	.	.	PUNCT
easat-4243	163	1	[	[	X
easat-4243	163	2	4	4	NUM
easat-4243	163	3	]	]	PUNCT
easat-4243	163	4	bonnard	bonnard	NOUN
easat-4243	163	5	,	,	PUNCT
easat-4243	163	6	r.	r.	PROPN
easat-4243	163	7	,	,	PUNCT
easat-4243	163	8	vieira	vieira	PROPN
easat-4243	163	9	,	,	PUNCT
easat-4243	163	10	k.	k.	PROPN
easat-4243	163	11	,	,	PUNCT
easat-4243	163	12	arantes	arante	NOUN
easat-4243	163	13	,	,	PUNCT
easat-4243	163	14	m.	m.	NOUN
easat-4243	163	15	d.	d.	PROPN
easat-4243	163	16	,	,	PUNCT
easat-4243	163	17	lorbieski	lorbieski	PROPN
easat-4243	163	18	,	,	PUNCT
easat-4243	163	19	r.	r.	PROPN
easat-4243	163	20	,	,	PUNCT
easat-4243	163	21	&	&	CCONJ
easat-4243	163	22	nunes	nunes	PROPN
easat-4243	163	23	,	,	PUNCT
easat-4243	163	24	m.	m.	NOUN
easat-4243	163	25	(	(	PUNCT
easat-4243	163	26	2019	2019	NUM
easat-4243	163	27	)	)	PUNCT
easat-4243	163	28	.	.	PUNCT
easat-4243	164	1	a	a	DET
easat-4243	164	2	big	big	ADJ
easat-4243	164	3	data	datum	NOUN
easat-4243	164	4	/	/	SYM
easat-4243	164	5	analytics	analytic	NOUN
easat-4243	164	6	platform	platform	NOUN
easat-4243	164	7	for	for	ADP
easat-4243	164	8	industry	industry	NOUN
easat-4243	164	9	4.0	4.0	NUM
easat-4243	164	10	implementation	implementation	NOUN
easat-4243	164	11	in	in	ADP
easat-4243	164	12	smes	sme	NOUN
easat-4243	164	13	.	.	PUNCT
easat-4243	165	1	automansec	automansec	VERB
easat-4243	165	2	4	4	NUM
easat-4243	165	3	cloudiot	cloudiot	NOUN
easat-4243	165	4	,	,	PUNCT
easat-4243	165	5	1	1	NUM
easat-4243	165	6	-	-	SYM
easat-4243	165	7	9	9	NUM
easat-4243	165	8	.	.	PUNCT
easat-4243	166	1	[	[	X
easat-4243	166	2	5	5	NUM
easat-4243	166	3	]	]	SYM
easat-4243	166	4	cadavid	cadavid	PROPN
easat-4243	166	5	,	,	PUNCT
easat-4243	166	6	j.	j.	PROPN
easat-4243	166	7	p.	p.	PROPN
easat-4243	166	8	,	,	PUNCT
easat-4243	166	9	lamouri	lamouri	PROPN
easat-4243	166	10	,	,	PUNCT
easat-4243	166	11	s.	s.	PROPN
easat-4243	166	12	,	,	PUNCT
easat-4243	166	13	grabot	grabot	PROPN
easat-4243	166	14	,	,	PUNCT
easat-4243	166	15	b.	b.	PROPN
easat-4243	166	16	,	,	PUNCT
easat-4243	166	17	pellerin	pellerin	PROPN
easat-4243	166	18	,	,	PUNCT
easat-4243	166	19	r.	r.	PROPN
easat-4243	166	20	,	,	PUNCT
easat-4243	166	21	&	&	CCONJ
easat-4243	166	22	fortin	fortin	PROPN
easat-4243	166	23	,	,	PUNCT
easat-4243	166	24	a.	a.	NOUN
easat-4243	166	25	(	(	PUNCT
easat-4243	166	26	2020	2020	NUM
easat-4243	166	27	)	)	PUNCT
easat-4243	166	28	.	.	PUNCT
easat-4243	167	1	machine	machine	NOUN
easat-4243	167	2	learning	learning	NOUN
easat-4243	167	3	applied	apply	VERB
easat-4243	167	4	in	in	ADP
easat-4243	167	5	production	production	NOUN
easat-4243	167	6	planning	planning	NOUN
easat-4243	167	7	and	and	CCONJ
easat-4243	167	8	control	control	NOUN
easat-4243	167	9	:	:	PUNCT
easat-4243	167	10	a	a	DET
easat-4243	167	11	state	state	NOUN
easat-4243	167	12	-	-	PUNCT
easat-4243	167	13	of	of	ADP
easat-4243	167	14	-	-	PUNCT
easat-4243	167	15	the	the	DET
easat-4243	167	16	-	-	PUNCT
easat-4243	167	17	art	art	NOUN
easat-4243	167	18	in	in	ADP
easat-4243	167	19	the	the	DET
easat-4243	167	20	era	era	NOUN
easat-4243	167	21	of	of	ADP
easat-4243	167	22	industry	industry	NOUN
easat-4243	167	23	4.0	4.0	NUM
easat-4243	167	24	.	.	PUNCT
easat-4243	168	1	journal	journal	NOUN
easat-4243	168	2	of	of	ADP
easat-4243	168	3	intelligent	intelligent	ADJ
easat-4243	168	4	manufacturing	manufacturing	NOUN
easat-4243	168	5	,	,	PUNCT
easat-4243	168	6	31	31	NUM
easat-4243	168	7	,	,	PUNCT
easat-4243	168	8	15311558	15311558	NUM
easat-4243	168	9	.	.	PUNCT
easat-4243	169	1	[	[	X
easat-4243	169	2	6	6	NUM
easat-4243	169	3	]	]	X
easat-4243	169	4	cioffi	cioffi	PROPN
easat-4243	169	5	,	,	PUNCT
easat-4243	169	6	r.	r.	PROPN
easat-4243	169	7	,	,	PUNCT
easat-4243	169	8	travaglioni	travaglioni	NOUN
easat-4243	169	9	,	,	PUNCT
easat-4243	169	10	m.	m.	NOUN
easat-4243	169	11	,	,	PUNCT
easat-4243	169	12	piscitelli	piscitelli	PROPN
easat-4243	169	13	,	,	PUNCT
easat-4243	169	14	g.	g.	PROPN
easat-4243	169	15	,	,	PUNCT
easat-4243	169	16	petrillo	petrillo	PROPN
easat-4243	169	17	,	,	PUNCT
easat-4243	169	18	a.	a.	PROPN
easat-4243	169	19	,	,	PUNCT
easat-4243	169	20	&	&	CCONJ
easat-4243	169	21	felice	felice	PROPN
easat-4243	169	22	,	,	PUNCT
easat-4243	169	23	f.	f.	PROPN
easat-4243	169	24	d.	d.	PROPN
easat-4243	169	25	(	(	PUNCT
easat-4243	169	26	2020	2020	NUM
easat-4243	169	27	)	)	PUNCT
easat-4243	169	28	.	.	PUNCT
easat-4243	170	1	artificial	artificial	ADJ
easat-4243	170	2	intelligence	intelligence	NOUN
easat-4243	170	3	and	and	CCONJ
easat-4243	170	4	machine	machine	NOUN
easat-4243	170	5	learning	learning	NOUN
easat-4243	170	6	applications	application	NOUN
easat-4243	170	7	in	in	ADP
easat-4243	170	8	smart	smart	ADJ
easat-4243	170	9	production	production	NOUN
easat-4243	170	10	:	:	PUNCT
easat-4243	170	11	progress	progress	NOUN
easat-4243	170	12	,	,	PUNCT
easat-4243	170	13	trends	trend	NOUN
easat-4243	170	14	and	and	CCONJ
easat-4243	170	15	directions	direction	NOUN
easat-4243	170	16	.	.	PUNCT
easat-4243	171	1	sustainability	sustainability	NOUN
easat-4243	171	2	,	,	PUNCT
easat-4243	171	3	12(2	12(2	NUM
easat-4243	171	4	)	)	PUNCT
easat-4243	171	5	,	,	PUNCT
easat-4243	171	6	1	1	NUM
easat-4243	171	7	-	-	SYM
easat-4243	171	8	26	26	NUM
easat-4243	171	9	.	.	PUNCT
easat-4243	172	1	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-4243	172	2	9783	9783	NUM
easat-4243	172	3	edelweiss	edelweiss	PROPN
easat-4243	172	4	applied	apply	VERB
easat-4243	172	5	science	science	NOUN
easat-4243	172	6	and	and	CCONJ
easat-4243	172	7	technology	technology	NOUN
easat-4243	172	8	issn	issn	PROPN
easat-4243	172	9	:	:	PUNCT
easat-4243	172	10	2576	2576	NUM
easat-4243	172	11	-	-	SYM
easat-4243	172	12	8484	8484	NUM
easat-4243	172	13	vol	vol	NOUN
easat-4243	172	14	.	.	PROPN
easat-4243	172	15	8	8	NUM
easat-4243	172	16	,	,	PUNCT
easat-4243	172	17	no	no	INTJ
easat-4243	172	18	.	.	NOUN
easat-4243	172	19	6	6	NUM
easat-4243	172	20	:	:	SYM
easat-4243	172	21	9778	9778	NUM
easat-4243	172	22	-	-	SYM
easat-4243	172	23	9783	9783	NUM
easat-4243	172	24	,	,	PUNCT
easat-4243	172	25	2024	2024	NUM
easat-4243	172	26	doi	doi	NOUN
easat-4243	172	27	:	:	PUNCT
easat-4243	172	28	10.55214/25768484.v8i6.4243	10.55214/25768484.v8i6.4243	NUM
easat-4243	172	29	©	©	ADP
easat-4243	172	30	2024	2024	NUM
easat-4243	172	31	by	by	ADP
easat-4243	172	32	the	the	DET
easat-4243	172	33	author	author	NOUN
easat-4243	172	34	;	;	PUNCT
easat-4243	172	35	licensee	licensee	PROPN
easat-4243	172	36	learning	learning	NOUN
easat-4243	172	37	gate	gate	NOUN
easat-4243	173	1	[	[	X
easat-4243	173	2	7	7	NUM
easat-4243	173	3	]	]	PUNCT
easat-4243	173	4	kabugo	kabugo	PROPN
easat-4243	173	5	,	,	PUNCT
easat-4243	173	6	j.	j.	PROPN
easat-4243	173	7	c.	c.	PROPN
easat-4243	173	8	,	,	PUNCT
easat-4243	173	9	jämsä	jämsä	NOUN
easat-4243	173	10	-	-	PUNCT
easat-4243	173	11	jounela	jounela	NOUN
easat-4243	173	12	,	,	PUNCT
easat-4243	173	13	s.-l	s.-l	NOUN
easat-4243	173	14	.	.	PUNCT
easat-4243	173	15	,	,	PUNCT
easat-4243	173	16	schiemann	schiemann	PROPN
easat-4243	173	17	,	,	PUNCT
easat-4243	173	18	r.	r.	PROPN
easat-4243	173	19	,	,	PUNCT
easat-4243	173	20	&	&	CCONJ
easat-4243	173	21	binder	binder	PROPN
easat-4243	173	22	,	,	PUNCT
easat-4243	173	23	c.	c.	PROPN
easat-4243	173	24	(	(	PUNCT
easat-4243	173	25	2020	2020	NUM
easat-4243	173	26	)	)	PUNCT
easat-4243	173	27	.	.	PUNCT
easat-4243	174	1	industry	industry	NOUN
easat-4243	174	2	4.0	4.0	NUM
easat-4243	174	3	based	base	VERB
easat-4243	174	4	process	process	NOUN
easat-4243	174	5	data	datum	NOUN
easat-4243	174	6	analytics	analytic	NOUN
easat-4243	174	7	platform	platform	NOUN
easat-4243	174	8	:	:	PUNCT
easat-4243	174	9	a	a	DET
easat-4243	174	10	waste	waste	VERB
easat-4243	174	11	-	-	PUNCT
easat-4243	174	12	to	to	ADP
easat-4243	174	13	-	-	PUNCT
easat-4243	174	14	energy	energy	NOUN
easat-4243	174	15	plant	plant	NOUN
easat-4243	174	16	case	case	NOUN
easat-4243	174	17	study	study	NOUN
easat-4243	174	18	.	.	PUNCT
easat-4243	175	1	international	international	ADJ
easat-4243	175	2	journal	journal	NOUN
easat-4243	175	3	of	of	ADP
easat-4243	175	4	electrical	electrical	ADJ
easat-4243	175	5	power	power	NOUN
easat-4243	175	6	&	&	CCONJ
easat-4243	175	7	energy	energy	NOUN
easat-4243	175	8	systems	system	NOUN
easat-4243	175	9	,	,	PUNCT
easat-4243	175	10	115	115	NUM
easat-4243	175	11	,	,	PUNCT
easat-4243	175	12	1	1	NUM
easat-4243	175	13	-	-	SYM
easat-4243	175	14	18	18	NUM
easat-4243	175	15	.	.	PUNCT
easat-4243	176	1	[	[	X
easat-4243	176	2	8	8	NUM
easat-4243	176	3	]	]	X
easat-4243	176	4	lasi	lasi	PROPN
easat-4243	176	5	,	,	PUNCT
easat-4243	176	6	h.	h.	PROPN
easat-4243	176	7	,	,	PUNCT
easat-4243	176	8	fettke	fettke	NOUN
easat-4243	176	9	,	,	PUNCT
easat-4243	176	10	p.	p.	PROPN
easat-4243	176	11	,	,	PUNCT
easat-4243	176	12	kemper	kemper	PROPN
easat-4243	176	13	,	,	PUNCT
easat-4243	176	14	h.	h.	PROPN
easat-4243	176	15	,	,	PUNCT
easat-4243	176	16	feld	feld	PROPN
easat-4243	176	17	,	,	PUNCT
easat-4243	176	18	d.	d.	PROPN
easat-4243	176	19	,	,	PUNCT
easat-4243	176	20	&	&	CCONJ
easat-4243	176	21	hoffmann	hoffmann	PROPN
easat-4243	176	22	,	,	PUNCT
easat-4243	176	23	d.	d.	PROPN
easat-4243	176	24	(	(	PUNCT
easat-4243	176	25	2014	2014	NUM
easat-4243	176	26	)	)	PUNCT
easat-4243	176	27	.	.	PUNCT
easat-4243	177	1	industry	industry	NOUN
easat-4243	177	2	4.0	4.0	NUM
easat-4243	177	3	.	.	PUNCT
easat-4243	178	1	business	business	NOUN
easat-4243	178	2	&	&	CCONJ
easat-4243	178	3	information	information	PROPN
easat-4243	178	4	systems	system	NOUN
easat-4243	178	5	engineering	engineering	NOUN
easat-4243	178	6	,	,	PUNCT
easat-4243	178	7	6(4	6(4	NUM
easat-4243	178	8	)	)	PUNCT
easat-4243	178	9	,	,	PUNCT
easat-4243	178	10	239	239	NUM
easat-4243	178	11	-	-	SYM
easat-4243	178	12	242	242	NUM
easat-4243	178	13	.	.	PUNCT
easat-4243	179	1	[	[	X
easat-4243	179	2	9	9	NUM
easat-4243	179	3	]	]	SYM
easat-4243	179	4	lee	lee	PROPN
easat-4243	179	5	,	,	PUNCT
easat-4243	179	6	j.	j.	PROPN
easat-4243	179	7	,	,	PUNCT
easat-4243	179	8	kao	kao	PROPN
easat-4243	179	9	,	,	PUNCT
easat-4243	179	10	h.	h.	PROPN
easat-4243	179	11	,	,	PUNCT
easat-4243	179	12	&	&	CCONJ
easat-4243	179	13	yang	yang	PROPN
easat-4243	179	14	,	,	PUNCT
easat-4243	179	15	s.	s.	PROPN
easat-4243	179	16	(	(	PUNCT
easat-4243	179	17	2014	2014	NUM
easat-4243	179	18	)	)	PUNCT
easat-4243	179	19	.	.	PUNCT
easat-4243	180	1	service	service	NOUN
easat-4243	180	2	innovation	innovation	NOUN
easat-4243	180	3	and	and	CCONJ
easat-4243	180	4	smart	smart	ADJ
easat-4243	180	5	analytics	analytic	NOUN
easat-4243	180	6	for	for	ADP
easat-4243	180	7	industry	industry	NOUN
easat-4243	180	8	4.0	4.0	NUM
easat-4243	180	9	and	and	CCONJ
easat-4243	180	10	big	big	ADJ
easat-4243	180	11	data	datum	NOUN
easat-4243	180	12	environment	environment	NOUN
easat-4243	180	13	.	.	PUNCT
easat-4243	181	1	procedia	procedia	PROPN
easat-4243	181	2	cirp	cirp	PROPN
easat-4243	181	3	,	,	PUNCT
easat-4243	181	4	16	16	NUM
easat-4243	181	5	,	,	PUNCT
easat-4243	181	6	3	3	NUM
easat-4243	181	7	-	-	SYM
easat-4243	181	8	8	8	NUM
easat-4243	181	9	.	.	PUNCT
easat-4243	182	1	[	[	X
easat-4243	182	2	10	10	NUM
easat-4243	182	3	]	]	X
easat-4243	182	4	lee	lee	PROPN
easat-4243	182	5	,	,	PUNCT
easat-4243	182	6	s.	s.	PROPN
easat-4243	182	7	,	,	PUNCT
easat-4243	182	8	lee	lee	PROPN
easat-4243	182	9	,	,	PUNCT
easat-4243	182	10	d.	d.	PROPN
easat-4243	182	11	,	,	PUNCT
easat-4243	182	12	&	&	CCONJ
easat-4243	182	13	kim	kim	PROPN
easat-4243	182	14	,	,	PUNCT
easat-4243	182	15	y.	y.	PROPN
easat-4243	182	16	(	(	PUNCT
easat-4243	182	17	2019	2019	NUM
easat-4243	182	18	)	)	PUNCT
easat-4243	182	19	.	.	PUNCT
easat-4243	183	1	the	the	DET
easat-4243	183	2	quality	quality	PROPN
easat-4243	183	3	management	management	NOUN
easat-4243	183	4	ecosystem	ecosystem	NOUN
easat-4243	183	5	for	for	ADP
easat-4243	183	6	predictive	predictive	ADJ
easat-4243	183	7	maintenance	maintenance	NOUN
easat-4243	183	8	in	in	ADP
easat-4243	183	9	the	the	DET
easat-4243	183	10	industry	industry	NOUN
easat-4243	183	11	4.0	4.0	NUM
easat-4243	183	12	era	era	NOUN
easat-4243	183	13	.	.	PUNCT
easat-4243	184	1	international	international	ADJ
easat-4243	184	2	journal	journal	PROPN
easat-4243	184	3	of	of	ADP
easat-4243	184	4	quality	quality	NOUN
easat-4243	184	5	innovation	innovation	NOUN
easat-4243	184	6	,	,	PUNCT
easat-4243	184	7	5(4	5(4	NUM
easat-4243	184	8	)	)	PUNCT
easat-4243	184	9	,	,	PUNCT
easat-4243	184	10	1	1	NUM
easat-4243	184	11	-	-	SYM
easat-4243	184	12	11	11	NUM
easat-4243	184	13	.	.	PUNCT
easat-4243	185	1	[	[	X
easat-4243	185	2	11	11	NUM
easat-4243	185	3	]	]	PUNCT
easat-4243	185	4	nagy	nagy	NOUN
easat-4243	185	5	,	,	PUNCT
easat-4243	185	6	j.	j.	PROPN
easat-4243	185	7	,	,	PUNCT
easat-4243	185	8	oláh	oláh	PROPN
easat-4243	185	9	,	,	PUNCT
easat-4243	185	10	j.	j.	PROPN
easat-4243	185	11	,	,	PUNCT
easat-4243	185	12	erdei	erdei	PROPN
easat-4243	185	13	,	,	PUNCT
easat-4243	185	14	e.	e.	PROPN
easat-4243	185	15	,	,	PUNCT
easat-4243	185	16	máté	máté	PROPN
easat-4243	185	17	,	,	PUNCT
easat-4243	185	18	d.	d.	PROPN
easat-4243	185	19	,	,	PUNCT
easat-4243	185	20	&	&	CCONJ
easat-4243	185	21	popp	popp	PROPN
easat-4243	185	22	,	,	PUNCT
easat-4243	185	23	j.	j.	PROPN
easat-4243	185	24	(	(	PUNCT
easat-4243	185	25	2018	2018	NUM
easat-4243	185	26	)	)	PUNCT
easat-4243	185	27	.	.	PUNCT
easat-4243	186	1	the	the	DET
easat-4243	186	2	role	role	NOUN
easat-4243	186	3	and	and	CCONJ
easat-4243	186	4	impact	impact	NOUN
easat-4243	186	5	of	of	ADP
easat-4243	186	6	industry	industry	NOUN
easat-4243	186	7	4.0	4.0	NUM
easat-4243	186	8	and	and	CCONJ
easat-4243	186	9	the	the	DET
easat-4243	186	10	internet	internet	NOUN
easat-4243	186	11	of	of	ADP
easat-4243	186	12	things	thing	NOUN
easat-4243	186	13	on	on	ADP
easat-4243	186	14	the	the	DET
easat-4243	186	15	business	business	NOUN
easat-4243	186	16	strategy	strategy	NOUN
easat-4243	186	17	of	of	ADP
easat-4243	186	18	the	the	DET
easat-4243	186	19	value	value	NOUN
easat-4243	186	20	chain	chain	NOUN
easat-4243	186	21	—	—	PUNCT
easat-4243	186	22	the	the	DET
easat-4243	186	23	case	case	NOUN
easat-4243	186	24	of	of	ADP
easat-4243	186	25	hungary	hungary	PROPN
easat-4243	186	26	.	.	PUNCT
easat-4243	187	1	sustainability	sustainability	NOUN
easat-4243	187	2	,	,	PUNCT
easat-4243	187	3	10	10	NUM
easat-4243	187	4	,	,	PUNCT
easat-4243	187	5	3491	3491	NUM
easat-4243	187	6	.	.	PUNCT
easat-4243	188	1	[	[	X
easat-4243	188	2	12	12	NUM
easat-4243	188	3	]	]	X
easat-4243	188	4	schuh	schuh	PROPN
easat-4243	188	5	,	,	PUNCT
easat-4243	188	6	g.	g.	PROPN
easat-4243	188	7	,	,	PUNCT
easat-4243	188	8	potente	potente	NOUN
easat-4243	188	9	,	,	PUNCT
easat-4243	188	10	t.	t.	PROPN
easat-4243	188	11	,	,	PUNCT
easat-4243	188	12	wesch	wesch	NOUN
easat-4243	188	13	-	-	PUNCT
easat-4243	188	14	potente	potente	NOUN
easat-4243	188	15	,	,	PUNCT
easat-4243	188	16	c.	c.	PROPN
easat-4243	188	17	,	,	PUNCT
easat-4243	188	18	weber	weber	PROPN
easat-4243	188	19	,	,	PUNCT
easat-4243	188	20	a.	a.	PROPN
easat-4243	188	21	r.	r.	PROPN
easat-4243	188	22	,	,	PUNCT
easat-4243	188	23	&	&	CCONJ
easat-4243	188	24	prote	prote	VERB
easat-4243	188	25	,	,	PUNCT
easat-4243	188	26	j.-p	j.-p	PROPN
easat-4243	188	27	.	.	PUNCT
easat-4243	189	1	(	(	PUNCT
easat-4243	189	2	2014	2014	NUM
easat-4243	189	3	)	)	PUNCT
easat-4243	189	4	.	.	PUNCT
easat-4243	190	1	collaboration	collaboration	NOUN
easat-4243	190	2	mechanisms	mechanism	NOUN
easat-4243	190	3	to	to	PART
easat-4243	190	4	increase	increase	VERB
easat-4243	190	5	productivity	productivity	NOUN
easat-4243	190	6	in	in	ADP
easat-4243	190	7	the	the	DET
easat-4243	190	8	context	context	NOUN
easat-4243	190	9	of	of	ADP
easat-4243	190	10	industrie	industrie	PROPN
easat-4243	190	11	4.0	4.0	NUM
easat-4243	190	12	.	.	PUNCT
easat-4243	191	1	procedia	procedia	PROPN
easat-4243	191	2	cirp	cirp	NOUN
easat-4243	191	3	,	,	PUNCT
easat-4243	191	4	19	19	NUM
easat-4243	191	5	,	,	PUNCT
easat-4243	191	6	51	51	NUM
easat-4243	191	7	-	-	SYM
easat-4243	191	8	56	56	NUM
easat-4243	191	9	.	.	PUNCT
easat-4243	192	1	[	[	X
easat-4243	192	2	13	13	NUM
easat-4243	192	3	]	]	X
easat-4243	192	4	shamim	shamim	PROPN
easat-4243	192	5	,	,	PUNCT
easat-4243	192	6	s.	s.	PROPN
easat-4243	192	7	,	,	PUNCT
easat-4243	192	8	cang	cang	PROPN
easat-4243	192	9	,	,	PUNCT
easat-4243	192	10	s.	s.	PROPN
easat-4243	192	11	,	,	PUNCT
easat-4243	192	12	yu	yu	PROPN
easat-4243	192	13	,	,	PUNCT
easat-4243	192	14	h.	h.	PROPN
easat-4243	192	15	,	,	PUNCT
easat-4243	192	16	&	&	CCONJ
easat-4243	192	17	li	li	PROPN
easat-4243	192	18	,	,	PUNCT
easat-4243	192	19	y.	y.	PROPN
easat-4243	192	20	(	(	PUNCT
easat-4243	192	21	2016	2016	NUM
easat-4243	192	22	)	)	PUNCT
easat-4243	192	23	.	.	PUNCT
easat-4243	193	1	management	management	NOUN
easat-4243	193	2	approaches	approach	VERB
easat-4243	193	3	for	for	ADP
easat-4243	193	4	industry	industry	NOUN
easat-4243	193	5	4.0	4.0	NUM
easat-4243	193	6	:	:	PUNCT
easat-4243	193	7	a	a	DET
easat-4243	193	8	human	human	ADJ
easat-4243	193	9	resource	resource	NOUN
easat-4243	193	10	management	management	NOUN
easat-4243	193	11	perspective	perspective	NOUN
easat-4243	193	12	.	.	PUNCT
easat-4243	194	1	ieee	ieee	PROPN
easat-4243	194	2	congress	congress	PROPN
easat-4243	194	3	on	on	ADP
easat-4243	194	4	evolutionary	evolutionary	ADJ
easat-4243	194	5	computation	computation	NOUN
easat-4243	194	6	(	(	PUNCT
easat-4243	194	7	cec	cec	PROPN
easat-4243	194	8	)	)	PUNCT
easat-4243	194	9	,	,	PUNCT
easat-4243	194	10	5309	5309	NUM
easat-4243	194	11	-	-	SYM
easat-4243	194	12	5315	5315	NUM
easat-4243	194	13	.	.	PUNCT
easat-4243	195	1	[	[	X
easat-4243	195	2	14	14	NUM
easat-4243	195	3	]	]	X
easat-4243	195	4	shang	shang	PROPN
easat-4243	195	5	,	,	PUNCT
easat-4243	195	6	c.	c.	PROPN
easat-4243	195	7	,	,	PUNCT
easat-4243	195	8	yang	yang	PROPN
easat-4243	195	9	,	,	PUNCT
easat-4243	195	10	f.	f.	PROPN
easat-4243	195	11	,	,	PUNCT
easat-4243	195	12	huang	huang	PROPN
easat-4243	195	13	,	,	PUNCT
easat-4243	195	14	d.	d.	PROPN
easat-4243	195	15	,	,	PUNCT
easat-4243	195	16	&	&	CCONJ
easat-4243	195	17	lyu	lyu	PROPN
easat-4243	195	18	,	,	PUNCT
easat-4243	195	19	w.	w.	PROPN
easat-4243	195	20	(	(	PUNCT
easat-4243	195	21	2014	2014	NUM
easat-4243	195	22	)	)	PUNCT
easat-4243	195	23	.	.	PUNCT
easat-4243	195	24	data	data	NOUN
easat-4243	195	25	-	-	PUNCT
easat-4243	195	26	driven	drive	VERB
easat-4243	195	27	soft	soft	ADJ
easat-4243	195	28	sensor	sensor	NOUN
easat-4243	195	29	development	development	NOUN
easat-4243	195	30	based	base	VERB
easat-4243	195	31	on	on	ADP
easat-4243	195	32	deep	deep	ADJ
easat-4243	195	33	learning	learning	NOUN
easat-4243	195	34	technique	technique	NOUN
easat-4243	195	35	.	.	PUNCT
easat-4243	196	1	journal	journal	NOUN
easat-4243	196	2	of	of	ADP
easat-4243	196	3	process	process	NOUN
easat-4243	196	4	control	control	NOUN
easat-4243	196	5	,	,	PUNCT
easat-4243	196	6	24	24	NUM
easat-4243	196	7	,	,	PUNCT
easat-4243	196	8	223	223	NUM
easat-4243	196	9	-	-	SYM
easat-4243	196	10	233	233	NUM
easat-4243	196	11	.	.	PUNCT
easat-4243	197	1	[	[	X
easat-4243	197	2	15	15	NUM
easat-4243	197	3	]	]	X
easat-4243	197	4	tao	tao	PROPN
easat-4243	197	5	,	,	PUNCT
easat-4243	197	6	f.	f.	PROPN
easat-4243	197	7	,	,	PUNCT
easat-4243	197	8	qi	qi	PROPN
easat-4243	197	9	,	,	PUNCT
easat-4243	197	10	q.	q.	PROPN
easat-4243	197	11	,	,	PUNCT
easat-4243	197	12	liu	liu	PROPN
easat-4243	197	13	,	,	PUNCT
easat-4243	197	14	a.	a.	PROPN
easat-4243	197	15	,	,	PUNCT
easat-4243	197	16	&	&	CCONJ
easat-4243	197	17	kusiak	kusiak	PROPN
easat-4243	197	18	,	,	PUNCT
easat-4243	197	19	a.	a.	NOUN
easat-4243	197	20	(	(	PUNCT
easat-4243	197	21	2018	2018	NUM
easat-4243	197	22	)	)	PUNCT
easat-4243	197	23	.	.	PUNCT
easat-4243	198	1	data	data	NOUN
easat-4243	198	2	-	-	PUNCT
easat-4243	198	3	driven	drive	VERB
easat-4243	198	4	smart	smart	ADJ
easat-4243	198	5	manufacturing	manufacturing	NOUN
easat-4243	198	6	.	.	PUNCT
easat-4243	199	1	journal	journal	NOUN
easat-4243	199	2	of	of	ADP
easat-4243	199	3	manufacturing	manufacturing	NOUN
easat-4243	199	4	systems	system	NOUN
easat-4243	199	5	,	,	PUNCT
easat-4243	199	6	48	48	NUM
easat-4243	199	7	,	,	PUNCT
easat-4243	199	8	157–169	157–169	NUM
easat-4243	199	9	.	.	PUNCT
easat-4243	200	1	©	©	NOUN
easat-4243	200	2	2020	2020	NUM
easat-4243	200	3	by	by	ADP
easat-4243	200	4	the	the	DET
easat-4243	200	5	authors	author	NOUN
easat-4243	200	6	.	.	PUNCT
easat-4243	201	1	submitted	submit	VERB
easat-4243	201	2	for	for	ADP
easat-4243	201	3	possible	possible	ADJ
easat-4243	201	4	open	open	ADJ
easat-4243	201	5	access	access	NOUN
easat-4243	201	6	publication	publication	NOUN
easat-4243	201	7	under	under	ADP
easat-4243	201	8	the	the	DET
easat-4243	201	9	terms	term	NOUN
easat-4243	201	10	and	and	CCONJ
easat-4243	201	11	conditions	condition	NOUN
easat-4243	201	12	of	of	ADP
easat-4243	201	13	the	the	DET
easat-4243	201	14	creative	creative	ADJ
easat-4243	201	15	commons	common	NOUN
easat-4243	201	16	attribution	attribution	NOUN
easat-4243	201	17	(	(	PUNCT
easat-4243	201	18	cc	cc	NOUN
easat-4243	201	19	by	by	ADP
easat-4243	201	20	)	)	PUNCT
easat-4243	201	21	license	license	NOUN
easat-4243	201	22	(	(	PUNCT
easat-4243	201	23	http://creativecommons.org/licenses/by/4.0/	http://creativecommons.org/licenses/by/4.0/	PROPN
easat-4243	201	24	)	)	PUNCT
easat-4243	201	25	.	.	PUNCT