id	sid	tid	token	lemma	pos
ajst-27531	1	1	academic	academic	ADJ
ajst-27531	1	2	journal	journal	NOUN
ajst-27531	1	3	of	of	ADP
ajst-27531	1	4	science	science	NOUN
ajst-27531	1	5	and	and	CCONJ
ajst-27531	1	6	technology	technology	NOUN
ajst-27531	1	7	issn	issn	NOUN
ajst-27531	1	8	:	:	PUNCT
ajst-27531	1	9	2771	2771	NUM
ajst-27531	1	10	-	-	SYM
ajst-27531	1	11	3032	3032	NUM
ajst-27531	1	12	|	|	NOUN
ajst-27531	1	13	vol	vol	NOUN
ajst-27531	1	14	.	.	PROPN
ajst-27531	1	15	13	13	NUM
ajst-27531	1	16	,	,	PUNCT
ajst-27531	1	17	no	no	INTJ
ajst-27531	1	18	.	.	NOUN
ajst-27531	1	19	2	2	NUM
ajst-27531	1	20	,	,	PUNCT
ajst-27531	1	21	2024	2024	NUM
ajst-27531	1	22	196	196	NUM
ajst-27531	1	23	big	big	ADJ
ajst-27531	1	24	data	datum	NOUN
ajst-27531	1	25	analysis	analysis	NOUN
ajst-27531	1	26	and	and	CCONJ
ajst-27531	1	27	intelligent	intelligent	ADJ
ajst-27531	1	28	decision	decision	NOUN
ajst-27531	1	29	support	support	NOUN
ajst-27531	1	30	system	system	NOUN
ajst-27531	1	31	construction	construction	NOUN
ajst-27531	1	32	in	in	ADP
ajst-27531	1	33	mechanical	mechanical	ADJ
ajst-27531	1	34	manufacturing	manufacturing	NOUN
ajst-27531	1	35	yanyang	yanyang	PROPN
ajst-27531	2	1	he	he	PRON
ajst-27531	2	2	*	*	PUNCT
ajst-27531	2	3	shanghai	shanghai	PROPN
ajst-27531	2	4	university	university	PROPN
ajst-27531	2	5	,	,	PUNCT
ajst-27531	2	6	shanghai	shanghai	PROPN
ajst-27531	2	7	200444	200444	NUM
ajst-27531	2	8	,	,	PUNCT
ajst-27531	2	9	china	china	PROPN
ajst-27531	2	10	*	*	PUNCT
ajst-27531	2	11	corresponding	correspond	VERB
ajst-27531	2	12	author	author	NOUN
ajst-27531	2	13	abstract	abstract	NOUN
ajst-27531	2	14	:	:	PUNCT
ajst-27531	2	15	the	the	DET
ajst-27531	2	16	purpose	purpose	NOUN
ajst-27531	2	17	of	of	ADP
ajst-27531	2	18	this	this	DET
ajst-27531	2	19	article	article	NOUN
ajst-27531	2	20	is	be	AUX
ajst-27531	2	21	to	to	PART
ajst-27531	2	22	explore	explore	VERB
ajst-27531	2	23	the	the	DET
ajst-27531	2	24	application	application	NOUN
ajst-27531	2	25	of	of	ADP
ajst-27531	2	26	intelligent	intelligent	ADJ
ajst-27531	2	27	decision	decision	NOUN
ajst-27531	2	28	support	support	NOUN
ajst-27531	2	29	system	system	NOUN
ajst-27531	2	30	(	(	PUNCT
ajst-27531	2	31	dss	dss	NOUN
ajst-27531	2	32	)	)	PUNCT
ajst-27531	2	33	in	in	ADP
ajst-27531	2	34	machinery	machinery	NOUN
ajst-27531	2	35	manufacturing	manufacturing	NOUN
ajst-27531	2	36	industry	industry	NOUN
ajst-27531	2	37	.	.	PUNCT
ajst-27531	3	1	through	through	ADP
ajst-27531	3	2	the	the	DET
ajst-27531	3	3	integration	integration	NOUN
ajst-27531	3	4	and	and	CCONJ
ajst-27531	3	5	innovation	innovation	NOUN
ajst-27531	3	6	of	of	ADP
ajst-27531	3	7	big	big	ADJ
ajst-27531	3	8	data	datum	NOUN
ajst-27531	3	9	processing	processing	NOUN
ajst-27531	3	10	technology	technology	NOUN
ajst-27531	3	11	,	,	PUNCT
ajst-27531	3	12	it	it	PRON
ajst-27531	3	13	provides	provide	VERB
ajst-27531	3	14	efficient	efficient	ADJ
ajst-27531	3	15	decision	decision	NOUN
ajst-27531	3	16	support	support	NOUN
ajst-27531	3	17	for	for	ADP
ajst-27531	3	18	machinery	machinery	NOUN
ajst-27531	3	19	manufacturing	manufacturing	NOUN
ajst-27531	3	20	enterprises	enterprise	NOUN
ajst-27531	3	21	and	and	CCONJ
ajst-27531	3	22	promotes	promote	VERB
ajst-27531	3	23	the	the	DET
ajst-27531	3	24	intelligent	intelligent	ADJ
ajst-27531	3	25	transformation	transformation	NOUN
ajst-27531	3	26	of	of	ADP
ajst-27531	3	27	the	the	DET
ajst-27531	3	28	industry	industry	NOUN
ajst-27531	3	29	.	.	PUNCT
ajst-27531	4	1	in	in	ADP
ajst-27531	4	2	order	order	NOUN
ajst-27531	4	3	to	to	PART
ajst-27531	4	4	achieve	achieve	VERB
ajst-27531	4	5	this	this	DET
ajst-27531	4	6	goal	goal	NOUN
ajst-27531	4	7	,	,	PUNCT
ajst-27531	4	8	the	the	DET
ajst-27531	4	9	important	important	ADJ
ajst-27531	4	10	role	role	NOUN
ajst-27531	4	11	of	of	ADP
ajst-27531	4	12	big	big	ADJ
ajst-27531	4	13	data	datum	NOUN
ajst-27531	4	14	in	in	ADP
ajst-27531	4	15	mechanical	mechanical	ADJ
ajst-27531	4	16	manufacturing	manufacturing	NOUN
ajst-27531	4	17	is	be	AUX
ajst-27531	4	18	first	first	ADV
ajst-27531	4	19	expounded	expound	VERB
ajst-27531	4	20	,	,	PUNCT
ajst-27531	4	21	and	and	CCONJ
ajst-27531	4	22	the	the	DET
ajst-27531	4	23	construction	construction	NOUN
ajst-27531	4	24	process	process	NOUN
ajst-27531	4	25	of	of	ADP
ajst-27531	4	26	intelligent	intelligent	ADJ
ajst-27531	4	27	dss	dss	NOUN
ajst-27531	4	28	is	be	AUX
ajst-27531	4	29	introduced	introduce	VERB
ajst-27531	4	30	.	.	PUNCT
ajst-27531	5	1	in	in	ADP
ajst-27531	5	2	the	the	DET
ajst-27531	5	3	system	system	NOUN
ajst-27531	5	4	construction	construction	NOUN
ajst-27531	5	5	,	,	PUNCT
ajst-27531	5	6	the	the	DET
ajst-27531	5	7	hierarchical	hierarchical	ADJ
ajst-27531	5	8	architecture	architecture	NOUN
ajst-27531	5	9	design	design	NOUN
ajst-27531	5	10	is	be	AUX
ajst-27531	5	11	adopted	adopt	VERB
ajst-27531	5	12	,	,	PUNCT
ajst-27531	5	13	and	and	CCONJ
ajst-27531	5	14	key	key	ADJ
ajst-27531	5	15	technologies	technology	NOUN
ajst-27531	5	16	such	such	ADJ
ajst-27531	5	17	as	as	ADP
ajst-27531	5	18	big	big	ADJ
ajst-27531	5	19	data	datum	NOUN
ajst-27531	5	20	analysis	analysis	NOUN
ajst-27531	5	21	,	,	PUNCT
ajst-27531	5	22	machine	machine	NOUN
ajst-27531	5	23	learning	learning	NOUN
ajst-27531	5	24	and	and	CCONJ
ajst-27531	5	25	knowledge	knowledge	NOUN
ajst-27531	5	26	map	map	NOUN
ajst-27531	5	27	construction	construction	NOUN
ajst-27531	5	28	are	be	AUX
ajst-27531	5	29	integrated	integrate	VERB
ajst-27531	5	30	,	,	PUNCT
ajst-27531	5	31	and	and	CCONJ
ajst-27531	5	32	several	several	ADJ
ajst-27531	5	33	functional	functional	ADJ
ajst-27531	5	34	modules	module	NOUN
ajst-27531	5	35	such	such	ADJ
ajst-27531	5	36	as	as	ADP
ajst-27531	5	37	production	production	NOUN
ajst-27531	5	38	monitoring	monitoring	NOUN
ajst-27531	5	39	,	,	PUNCT
ajst-27531	5	40	predictive	predictive	ADJ
ajst-27531	5	41	maintenance	maintenance	NOUN
ajst-27531	5	42	and	and	CCONJ
ajst-27531	5	43	resource	resource	NOUN
ajst-27531	5	44	allocation	allocation	NOUN
ajst-27531	5	45	optimization	optimization	NOUN
ajst-27531	5	46	are	be	AUX
ajst-27531	5	47	designed	design	VERB
ajst-27531	5	48	.	.	PUNCT
ajst-27531	6	1	then	then	ADV
ajst-27531	6	2	,	,	PUNCT
ajst-27531	6	3	by	by	ADP
ajst-27531	6	4	selecting	select	VERB
ajst-27531	6	5	practical	practical	ADJ
ajst-27531	6	6	application	application	NOUN
ajst-27531	6	7	cases	case	NOUN
ajst-27531	6	8	,	,	PUNCT
ajst-27531	6	9	the	the	DET
ajst-27531	6	10	changes	change	NOUN
ajst-27531	6	11	before	before	ADV
ajst-27531	6	12	and	and	CCONJ
ajst-27531	6	13	after	after	ADP
ajst-27531	6	14	system	system	NOUN
ajst-27531	6	15	deployment	deployment	NOUN
ajst-27531	6	16	are	be	AUX
ajst-27531	6	17	described	describe	VERB
ajst-27531	6	18	.	.	PUNCT
ajst-27531	7	1	the	the	DET
ajst-27531	7	2	results	result	NOUN
ajst-27531	7	3	show	show	VERB
ajst-27531	7	4	that	that	SCONJ
ajst-27531	7	5	the	the	DET
ajst-27531	7	6	successful	successful	ADJ
ajst-27531	7	7	application	application	NOUN
ajst-27531	7	8	of	of	ADP
ajst-27531	7	9	intelligent	intelligent	ADJ
ajst-27531	7	10	dss	dss	NOUN
ajst-27531	7	11	has	have	AUX
ajst-27531	7	12	improved	improve	VERB
ajst-27531	7	13	the	the	DET
ajst-27531	7	14	production	production	NOUN
ajst-27531	7	15	efficiency	efficiency	NOUN
ajst-27531	7	16	and	and	CCONJ
ajst-27531	7	17	decision	decision	NOUN
ajst-27531	7	18	-	-	PUNCT
ajst-27531	7	19	making	make	VERB
ajst-27531	7	20	level	level	NOUN
ajst-27531	7	21	of	of	ADP
ajst-27531	7	22	machinery	machinery	NOUN
ajst-27531	7	23	manufacturing	manufacturing	NOUN
ajst-27531	7	24	enterprises	enterprise	NOUN
ajst-27531	7	25	and	and	CCONJ
ajst-27531	7	26	brought	bring	VERB
ajst-27531	7	27	tangible	tangible	ADJ
ajst-27531	7	28	economic	economic	ADJ
ajst-27531	7	29	benefits	benefit	NOUN
ajst-27531	7	30	to	to	ADP
ajst-27531	7	31	enterprises	enterprise	NOUN
ajst-27531	7	32	.	.	PUNCT
ajst-27531	8	1	this	this	DET
ajst-27531	8	2	achievement	achievement	NOUN
ajst-27531	8	3	proves	prove	VERB
ajst-27531	8	4	the	the	DET
ajst-27531	8	5	great	great	ADJ
ajst-27531	8	6	potential	potential	NOUN
ajst-27531	8	7	of	of	ADP
ajst-27531	8	8	big	big	ADJ
ajst-27531	8	9	data	datum	NOUN
ajst-27531	8	10	processing	processing	NOUN
ajst-27531	8	11	technology	technology	NOUN
ajst-27531	8	12	and	and	CCONJ
ajst-27531	8	13	intelligent	intelligent	ADJ
ajst-27531	8	14	dss	dss	NOUN
ajst-27531	8	15	in	in	ADP
ajst-27531	8	16	machinery	machinery	NOUN
ajst-27531	8	17	manufacturing	manufacturing	NOUN
ajst-27531	8	18	industry	industry	NOUN
ajst-27531	8	19	.	.	PUNCT
ajst-27531	9	1	keywords	keyword	NOUN
ajst-27531	9	2	:	:	PUNCT
ajst-27531	9	3	intelligent	intelligent	ADJ
ajst-27531	9	4	decision	decision	NOUN
ajst-27531	9	5	support	support	NOUN
ajst-27531	9	6	system	system	NOUN
ajst-27531	9	7	;	;	PUNCT
ajst-27531	9	8	mechanical	mechanical	ADJ
ajst-27531	9	9	manufacturing	manufacturing	NOUN
ajst-27531	9	10	;	;	PUNCT
ajst-27531	9	11	big	big	ADJ
ajst-27531	9	12	data	datum	NOUN
ajst-27531	9	13	processing	processing	NOUN
ajst-27531	9	14	technology	technology	NOUN
ajst-27531	9	15	;	;	PUNCT
ajst-27531	9	16	production	production	NOUN
ajst-27531	9	17	efficiency	efficiency	NOUN
ajst-27531	9	18	;	;	PUNCT
ajst-27531	9	19	intelligent	intelligent	ADJ
ajst-27531	9	20	transformation	transformation	NOUN
ajst-27531	9	21	.	.	PUNCT
ajst-27531	10	1	1	1	X
ajst-27531	10	2	.	.	X
ajst-27531	10	3	introduction	introduction	NOUN
ajst-27531	10	4	in	in	ADP
ajst-27531	10	5	today	today	NOUN
ajst-27531	10	6	's	's	PART
ajst-27531	10	7	wave	wave	NOUN
ajst-27531	10	8	of	of	ADP
ajst-27531	10	9	industry	industry	NOUN
ajst-27531	10	10	4.0	4.0	NUM
ajst-27531	10	11	,	,	PUNCT
ajst-27531	10	12	the	the	DET
ajst-27531	10	13	machinery	machinery	NOUN
ajst-27531	10	14	manufacturing	manufacturing	NOUN
ajst-27531	10	15	industry	industry	NOUN
ajst-27531	10	16	is	be	AUX
ajst-27531	10	17	facing	face	VERB
ajst-27531	10	18	unprecedented	unprecedented	ADJ
ajst-27531	10	19	transformation	transformation	NOUN
ajst-27531	10	20	challenges	challenge	NOUN
ajst-27531	10	21	and	and	CCONJ
ajst-27531	10	22	opportunities	opportunity	NOUN
ajst-27531	10	23	[	[	X
ajst-27531	10	24	1	1	NUM
ajst-27531	10	25	]	]	PUNCT
ajst-27531	10	26	.	.	PUNCT
ajst-27531	11	1	this	this	DET
ajst-27531	11	2	transformation	transformation	NOUN
ajst-27531	11	3	is	be	AUX
ajst-27531	11	4	reflected	reflect	VERB
ajst-27531	11	5	in	in	ADP
ajst-27531	11	6	the	the	DET
ajst-27531	11	7	innovation	innovation	NOUN
ajst-27531	11	8	of	of	ADP
ajst-27531	11	9	production	production	NOUN
ajst-27531	11	10	methods	method	NOUN
ajst-27531	11	11	,	,	PUNCT
ajst-27531	11	12	but	but	CCONJ
ajst-27531	11	13	also	also	ADV
ajst-27531	11	14	in	in	ADP
ajst-27531	11	15	the	the	DET
ajst-27531	11	16	intelligent	intelligent	ADJ
ajst-27531	11	17	upgrading	upgrading	NOUN
ajst-27531	11	18	of	of	ADP
ajst-27531	11	19	the	the	DET
ajst-27531	11	20	entire	entire	ADJ
ajst-27531	11	21	industrial	industrial	ADJ
ajst-27531	11	22	chain	chain	NOUN
ajst-27531	11	23	[	[	X
ajst-27531	11	24	2	2	NUM
ajst-27531	11	25	]	]	PUNCT
ajst-27531	11	26	.	.	PUNCT
ajst-27531	12	1	with	with	ADP
ajst-27531	12	2	the	the	DET
ajst-27531	12	3	rapid	rapid	ADJ
ajst-27531	12	4	development	development	NOUN
ajst-27531	12	5	of	of	ADP
ajst-27531	12	6	internet	internet	NOUN
ajst-27531	12	7	of	of	ADP
ajst-27531	12	8	things	thing	NOUN
ajst-27531	12	9	,	,	PUNCT
ajst-27531	12	10	cloud	cloud	NOUN
ajst-27531	12	11	computing	computing	NOUN
ajst-27531	12	12	,	,	PUNCT
ajst-27531	12	13	big	big	ADJ
ajst-27531	12	14	data	datum	NOUN
ajst-27531	12	15	and	and	CCONJ
ajst-27531	12	16	other	other	ADJ
ajst-27531	12	17	advanced	advanced	ADJ
ajst-27531	12	18	technologies	technology	NOUN
ajst-27531	12	19	,	,	PUNCT
ajst-27531	12	20	machinery	machinery	NOUN
ajst-27531	12	21	manufacturing	manufacturing	NOUN
ajst-27531	12	22	enterprises	enterprise	NOUN
ajst-27531	12	23	began	begin	VERB
ajst-27531	12	24	to	to	PART
ajst-27531	12	25	seek	seek	VERB
ajst-27531	12	26	to	to	PART
ajst-27531	12	27	realize	realize	VERB
ajst-27531	12	28	the	the	DET
ajst-27531	12	29	automation	automation	NOUN
ajst-27531	12	30	and	and	CCONJ
ajst-27531	12	31	intelligence	intelligence	NOUN
ajst-27531	12	32	of	of	ADP
ajst-27531	12	33	production	production	NOUN
ajst-27531	12	34	process	process	NOUN
ajst-27531	12	35	through	through	ADP
ajst-27531	12	36	technical	technical	ADJ
ajst-27531	12	37	means	mean	NOUN
ajst-27531	12	38	in	in	ADP
ajst-27531	12	39	order	order	NOUN
ajst-27531	12	40	to	to	PART
ajst-27531	12	41	improve	improve	VERB
ajst-27531	12	42	production	production	NOUN
ajst-27531	12	43	efficiency	efficiency	NOUN
ajst-27531	12	44	,	,	PUNCT
ajst-27531	12	45	reduce	reduce	VERB
ajst-27531	12	46	operating	operating	NOUN
ajst-27531	12	47	costs	cost	NOUN
ajst-27531	12	48	and	and	CCONJ
ajst-27531	12	49	enhance	enhance	VERB
ajst-27531	12	50	market	market	NOUN
ajst-27531	12	51	competitiveness	competitiveness	NOUN
ajst-27531	13	1	[	[	X
ajst-27531	13	2	3	3	NUM
ajst-27531	13	3	]	]	PUNCT
ajst-27531	13	4	.	.	PUNCT
ajst-27531	14	1	in	in	ADP
ajst-27531	14	2	this	this	DET
ajst-27531	14	3	context	context	NOUN
ajst-27531	14	4	,	,	PUNCT
ajst-27531	14	5	big	big	ADJ
ajst-27531	14	6	data	datum	NOUN
ajst-27531	14	7	analysis	analysis	NOUN
ajst-27531	14	8	technology	technology	NOUN
ajst-27531	14	9	has	have	AUX
ajst-27531	14	10	become	become	VERB
ajst-27531	14	11	a	a	DET
ajst-27531	14	12	key	key	ADJ
ajst-27531	14	13	force	force	NOUN
ajst-27531	14	14	to	to	PART
ajst-27531	14	15	promote	promote	VERB
ajst-27531	14	16	the	the	DET
ajst-27531	14	17	transformation	transformation	NOUN
ajst-27531	14	18	of	of	ADP
ajst-27531	14	19	the	the	DET
ajst-27531	14	20	machinery	machinery	NOUN
ajst-27531	14	21	manufacturing	manufacturing	NOUN
ajst-27531	14	22	industry	industry	NOUN
ajst-27531	14	23	[	[	X
ajst-27531	14	24	4	4	NUM
ajst-27531	14	25	]	]	PUNCT
ajst-27531	14	26	.	.	PUNCT
ajst-27531	15	1	big	big	ADJ
ajst-27531	15	2	data	data	PROPN
ajst-27531	15	3	analysis	analysis	NOUN
ajst-27531	15	4	technology	technology	NOUN
ajst-27531	15	5	can	can	AUX
ajst-27531	15	6	dig	dig	VERB
ajst-27531	15	7	deep	deep	ADV
ajst-27531	15	8	into	into	ADP
ajst-27531	15	9	the	the	DET
ajst-27531	15	10	massive	massive	ADJ
ajst-27531	15	11	data	datum	NOUN
ajst-27531	15	12	generated	generate	VERB
ajst-27531	15	13	in	in	ADP
ajst-27531	15	14	the	the	DET
ajst-27531	15	15	process	process	NOUN
ajst-27531	15	16	of	of	ADP
ajst-27531	15	17	mechanical	mechanical	ADJ
ajst-27531	15	18	manufacturing	manufacturing	NOUN
ajst-27531	15	19	,	,	PUNCT
ajst-27531	15	20	reveal	reveal	VERB
ajst-27531	15	21	the	the	DET
ajst-27531	15	22	laws	law	NOUN
ajst-27531	15	23	and	and	CCONJ
ajst-27531	15	24	trends	trend	NOUN
ajst-27531	15	25	behind	behind	ADP
ajst-27531	15	26	the	the	DET
ajst-27531	15	27	data	datum	NOUN
ajst-27531	15	28	through	through	ADP
ajst-27531	15	29	the	the	DET
ajst-27531	15	30	algorithm	algorithm	NOUN
ajst-27531	15	31	model	model	NOUN
ajst-27531	15	32	,	,	PUNCT
ajst-27531	15	33	and	and	CCONJ
ajst-27531	15	34	provide	provide	VERB
ajst-27531	15	35	scientific	scientific	ADJ
ajst-27531	15	36	basis	basis	NOUN
ajst-27531	15	37	for	for	ADP
ajst-27531	15	38	the	the	DET
ajst-27531	15	39	production	production	NOUN
ajst-27531	15	40	decision	decision	NOUN
ajst-27531	15	41	of	of	ADP
ajst-27531	15	42	enterprises	enterprise	NOUN
ajst-27531	15	43	[	[	X
ajst-27531	15	44	5	5	NUM
ajst-27531	15	45	]	]	PUNCT
ajst-27531	15	46	.	.	PUNCT
ajst-27531	16	1	therefore	therefore	ADV
ajst-27531	16	2	,	,	PUNCT
ajst-27531	16	3	the	the	DET
ajst-27531	16	4	application	application	NOUN
ajst-27531	16	5	prospect	prospect	NOUN
ajst-27531	16	6	of	of	ADP
ajst-27531	16	7	big	big	ADJ
ajst-27531	16	8	data	datum	NOUN
ajst-27531	16	9	analysis	analysis	NOUN
ajst-27531	16	10	technology	technology	NOUN
ajst-27531	16	11	in	in	ADP
ajst-27531	16	12	machinery	machinery	NOUN
ajst-27531	16	13	manufacturing	manufacturing	NOUN
ajst-27531	16	14	industry	industry	NOUN
ajst-27531	16	15	is	be	AUX
ajst-27531	16	16	broad	broad	ADJ
ajst-27531	16	17	,	,	PUNCT
ajst-27531	16	18	which	which	PRON
ajst-27531	16	19	is	be	AUX
ajst-27531	16	20	of	of	ADP
ajst-27531	16	21	great	great	ADJ
ajst-27531	16	22	significance	significance	NOUN
ajst-27531	16	23	to	to	PART
ajst-27531	16	24	enhance	enhance	VERB
ajst-27531	16	25	the	the	DET
ajst-27531	16	26	overall	overall	ADJ
ajst-27531	16	27	competitiveness	competitiveness	NOUN
ajst-27531	16	28	of	of	ADP
ajst-27531	16	29	the	the	DET
ajst-27531	16	30	industry	industry	NOUN
ajst-27531	16	31	.	.	PUNCT
ajst-27531	17	1	however	however	ADV
ajst-27531	17	2	,	,	PUNCT
ajst-27531	17	3	to	to	PART
ajst-27531	17	4	give	give	VERB
ajst-27531	17	5	full	full	ADJ
ajst-27531	17	6	play	play	NOUN
ajst-27531	17	7	to	to	ADP
ajst-27531	17	8	the	the	DET
ajst-27531	17	9	potential	potential	NOUN
ajst-27531	17	10	of	of	ADP
ajst-27531	17	11	big	big	ADJ
ajst-27531	17	12	data	datum	NOUN
ajst-27531	17	13	analysis	analysis	NOUN
ajst-27531	17	14	technology	technology	NOUN
ajst-27531	17	15	,	,	PUNCT
ajst-27531	17	16	it	it	PRON
ajst-27531	17	17	is	be	AUX
ajst-27531	17	18	very	very	ADV
ajst-27531	17	19	important	important	ADJ
ajst-27531	17	20	to	to	PART
ajst-27531	17	21	build	build	VERB
ajst-27531	17	22	an	an	DET
ajst-27531	17	23	efficient	efficient	ADJ
ajst-27531	17	24	and	and	CCONJ
ajst-27531	17	25	intelligent	intelligent	ADJ
ajst-27531	17	26	dss	dss	NOUN
ajst-27531	17	27	[	[	X
ajst-27531	17	28	6	6	NUM
ajst-27531	17	29	]	]	PUNCT
ajst-27531	17	30	.	.	PUNCT
ajst-27531	18	1	intelligent	intelligent	ADJ
ajst-27531	18	2	dss	dss	NOUN
ajst-27531	18	3	can	can	AUX
ajst-27531	18	4	integrate	integrate	VERB
ajst-27531	18	5	all	all	DET
ajst-27531	18	6	kinds	kind	NOUN
ajst-27531	18	7	of	of	ADP
ajst-27531	18	8	data	datum	NOUN
ajst-27531	18	9	resources	resource	NOUN
ajst-27531	18	10	inside	inside	ADP
ajst-27531	18	11	and	and	CCONJ
ajst-27531	18	12	outside	outside	ADP
ajst-27531	18	13	the	the	DET
ajst-27531	18	14	enterprise	enterprise	NOUN
ajst-27531	18	15	,	,	PUNCT
ajst-27531	18	16	use	use	VERB
ajst-27531	18	17	advanced	advanced	ADJ
ajst-27531	18	18	algorithm	algorithm	NOUN
ajst-27531	18	19	model	model	NOUN
ajst-27531	18	20	for	for	ADP
ajst-27531	18	21	in	in	ADP
ajst-27531	18	22	-	-	PUNCT
ajst-27531	18	23	depth	depth	NOUN
ajst-27531	18	24	analysis	analysis	NOUN
ajst-27531	18	25	,	,	PUNCT
ajst-27531	18	26	and	and	CCONJ
ajst-27531	18	27	provide	provide	VERB
ajst-27531	18	28	timely	timely	ADJ
ajst-27531	18	29	and	and	CCONJ
ajst-27531	18	30	accurate	accurate	ADJ
ajst-27531	18	31	decision	decision	NOUN
ajst-27531	18	32	-	-	PUNCT
ajst-27531	18	33	making	make	VERB
ajst-27531	18	34	suggestions	suggestion	NOUN
ajst-27531	18	35	for	for	ADP
ajst-27531	18	36	managers	manager	NOUN
ajst-27531	18	37	[	[	X
ajst-27531	18	38	7	7	NUM
ajst-27531	18	39	]	]	PUNCT
ajst-27531	18	40	.	.	PUNCT
ajst-27531	19	1	this	this	PRON
ajst-27531	19	2	can	can	AUX
ajst-27531	19	3	help	help	VERB
ajst-27531	19	4	enterprises	enterprise	NOUN
ajst-27531	19	5	to	to	PART
ajst-27531	19	6	quickly	quickly	ADV
ajst-27531	19	7	respond	respond	VERB
ajst-27531	19	8	to	to	ADP
ajst-27531	19	9	market	market	NOUN
ajst-27531	19	10	changes	change	NOUN
ajst-27531	19	11	,	,	PUNCT
ajst-27531	19	12	and	and	CCONJ
ajst-27531	19	13	also	also	ADV
ajst-27531	19	14	realize	realize	VERB
ajst-27531	19	15	intelligent	intelligent	ADJ
ajst-27531	19	16	decision	decision	NOUN
ajst-27531	19	17	-	-	PUNCT
ajst-27531	19	18	making	making	NOUN
ajst-27531	19	19	in	in	ADP
ajst-27531	19	20	complex	complex	ADJ
ajst-27531	19	21	and	and	CCONJ
ajst-27531	19	22	changeable	changeable	ADJ
ajst-27531	19	23	production	production	NOUN
ajst-27531	19	24	environment	environment	NOUN
ajst-27531	19	25	,	,	PUNCT
ajst-27531	19	26	and	and	CCONJ
ajst-27531	19	27	promote	promote	VERB
ajst-27531	19	28	the	the	DET
ajst-27531	19	29	intelligent	intelligent	ADJ
ajst-27531	19	30	and	and	CCONJ
ajst-27531	19	31	automatic	automatic	ADJ
ajst-27531	19	32	process	process	NOUN
ajst-27531	19	33	of	of	ADP
ajst-27531	19	34	machinery	machinery	NOUN
ajst-27531	19	35	manufacturing	manufacturing	NOUN
ajst-27531	19	36	industry	industry	NOUN
ajst-27531	20	1	[	[	X
ajst-27531	20	2	8	8	NUM
ajst-27531	20	3	]	]	PUNCT
ajst-27531	20	4	.	.	PUNCT
ajst-27531	21	1	therefore	therefore	ADV
ajst-27531	21	2	,	,	PUNCT
ajst-27531	21	3	the	the	DET
ajst-27531	21	4	construction	construction	NOUN
ajst-27531	21	5	of	of	ADP
ajst-27531	21	6	intelligent	intelligent	ADJ
ajst-27531	21	7	dss	dss	NOUN
ajst-27531	21	8	plays	play	VERB
ajst-27531	21	9	an	an	DET
ajst-27531	21	10	important	important	ADJ
ajst-27531	21	11	role	role	NOUN
ajst-27531	21	12	in	in	ADP
ajst-27531	21	13	the	the	DET
ajst-27531	21	14	future	future	ADJ
ajst-27531	21	15	development	development	NOUN
ajst-27531	21	16	of	of	ADP
ajst-27531	21	17	machinery	machinery	NOUN
ajst-27531	21	18	manufacturing	manufacturing	NOUN
ajst-27531	21	19	industry	industry	NOUN
ajst-27531	21	20	.	.	PUNCT
ajst-27531	22	1	the	the	DET
ajst-27531	22	2	purpose	purpose	NOUN
ajst-27531	22	3	of	of	ADP
ajst-27531	22	4	this	this	DET
ajst-27531	22	5	study	study	NOUN
ajst-27531	22	6	is	be	AUX
ajst-27531	22	7	to	to	PART
ajst-27531	22	8	deeply	deeply	ADV
ajst-27531	22	9	discuss	discuss	VERB
ajst-27531	22	10	the	the	DET
ajst-27531	22	11	construction	construction	NOUN
ajst-27531	22	12	of	of	ADP
ajst-27531	22	13	big	big	ADJ
ajst-27531	22	14	data	datum	NOUN
ajst-27531	22	15	analysis	analysis	NOUN
ajst-27531	22	16	and	and	CCONJ
ajst-27531	22	17	intelligent	intelligent	ADJ
ajst-27531	22	18	dss	dss	NOUN
ajst-27531	22	19	in	in	ADP
ajst-27531	22	20	mechanical	mechanical	ADJ
ajst-27531	22	21	manufacturing	manufacturing	NOUN
ajst-27531	22	22	.	.	PUNCT
ajst-27531	23	1	through	through	ADP
ajst-27531	23	2	the	the	DET
ajst-27531	23	3	combination	combination	NOUN
ajst-27531	23	4	of	of	ADP
ajst-27531	23	5	theoretical	theoretical	ADJ
ajst-27531	23	6	analysis	analysis	NOUN
ajst-27531	23	7	and	and	CCONJ
ajst-27531	23	8	empirical	empirical	ADJ
ajst-27531	23	9	research	research	NOUN
ajst-27531	23	10	,	,	PUNCT
ajst-27531	23	11	the	the	DET
ajst-27531	23	12	application	application	NOUN
ajst-27531	23	13	path	path	NOUN
ajst-27531	23	14	and	and	CCONJ
ajst-27531	23	15	potential	potential	NOUN
ajst-27531	23	16	of	of	ADP
ajst-27531	23	17	big	big	ADJ
ajst-27531	23	18	data	datum	NOUN
ajst-27531	23	19	analysis	analysis	NOUN
ajst-27531	23	20	technology	technology	NOUN
ajst-27531	23	21	in	in	ADP
ajst-27531	23	22	machinery	machinery	NOUN
ajst-27531	23	23	manufacturing	manufacturing	NOUN
ajst-27531	23	24	industry	industry	NOUN
ajst-27531	23	25	are	be	AUX
ajst-27531	23	26	clarified	clarify	VERB
ajst-27531	23	27	,	,	PUNCT
ajst-27531	23	28	and	and	CCONJ
ajst-27531	23	29	a	a	DET
ajst-27531	23	30	set	set	NOUN
ajst-27531	23	31	of	of	ADP
ajst-27531	23	32	feasible	feasible	ADJ
ajst-27531	23	33	intelligent	intelligent	ADJ
ajst-27531	23	34	dss	dss	NOUN
ajst-27531	23	35	construction	construction	NOUN
ajst-27531	23	36	scheme	scheme	NOUN
ajst-27531	23	37	is	be	AUX
ajst-27531	23	38	put	put	VERB
ajst-27531	23	39	forward	forward	ADV
ajst-27531	23	40	.	.	PUNCT
ajst-27531	24	1	the	the	DET
ajst-27531	24	2	research	research	NOUN
ajst-27531	24	3	content	content	NOUN
ajst-27531	24	4	will	will	AUX
ajst-27531	24	5	focus	focus	VERB
ajst-27531	24	6	on	on	ADP
ajst-27531	24	7	the	the	DET
ajst-27531	24	8	selection	selection	NOUN
ajst-27531	24	9	and	and	CCONJ
ajst-27531	24	10	application	application	NOUN
ajst-27531	24	11	of	of	ADP
ajst-27531	24	12	big	big	ADJ
ajst-27531	24	13	data	datum	NOUN
ajst-27531	24	14	analysis	analysis	NOUN
ajst-27531	24	15	technology	technology	NOUN
ajst-27531	24	16	,	,	PUNCT
ajst-27531	24	17	the	the	DET
ajst-27531	24	18	architecture	architecture	NOUN
ajst-27531	24	19	design	design	NOUN
ajst-27531	24	20	of	of	ADP
ajst-27531	24	21	intelligent	intelligent	ADJ
ajst-27531	24	22	dss	dss	NOUN
ajst-27531	24	23	,	,	PUNCT
ajst-27531	24	24	the	the	DET
ajst-27531	24	25	integration	integration	NOUN
ajst-27531	24	26	and	and	CCONJ
ajst-27531	24	27	innovation	innovation	NOUN
ajst-27531	24	28	of	of	ADP
ajst-27531	24	29	key	key	ADJ
ajst-27531	24	30	technologies	technology	NOUN
ajst-27531	24	31	,	,	PUNCT
ajst-27531	24	32	and	and	CCONJ
ajst-27531	24	33	the	the	DET
ajst-27531	24	34	realization	realization	NOUN
ajst-27531	24	35	and	and	CCONJ
ajst-27531	24	36	optimization	optimization	NOUN
ajst-27531	24	37	of	of	ADP
ajst-27531	24	38	system	system	NOUN
ajst-27531	24	39	functions	function	NOUN
ajst-27531	24	40	.	.	PUNCT
ajst-27531	25	1	2	2	X
ajst-27531	25	2	.	.	X
ajst-27531	25	3	big	big	ADJ
ajst-27531	25	4	data	datum	NOUN
ajst-27531	25	5	processing	processing	NOUN
ajst-27531	25	6	technology	technology	NOUN
ajst-27531	25	7	in	in	ADP
ajst-27531	25	8	mechanical	mechanical	ADJ
ajst-27531	25	9	manufacturing	manufacturing	NOUN
ajst-27531	25	10	2.1	2.1	NUM
ajst-27531	25	11	.	.	PUNCT
ajst-27531	26	1	overview	overview	NOUN
ajst-27531	26	2	and	and	CCONJ
ajst-27531	26	3	characteristics	characteristic	NOUN
ajst-27531	26	4	of	of	ADP
ajst-27531	26	5	big	big	ADJ
ajst-27531	26	6	data	datum	NOUN
ajst-27531	26	7	as	as	ADP
ajst-27531	26	8	a	a	DET
ajst-27531	26	9	product	product	NOUN
ajst-27531	26	10	of	of	ADP
ajst-27531	26	11	the	the	DET
ajst-27531	26	12	information	information	NOUN
ajst-27531	26	13	age	age	NOUN
ajst-27531	26	14	,	,	PUNCT
ajst-27531	26	15	big	big	ADJ
ajst-27531	26	16	data	datum	NOUN
ajst-27531	26	17	is	be	AUX
ajst-27531	26	18	famous	famous	ADJ
ajst-27531	26	19	for	for	ADP
ajst-27531	26	20	its	its	PRON
ajst-27531	26	21	huge	huge	ADJ
ajst-27531	26	22	data	datum	NOUN
ajst-27531	26	23	volume	volume	NOUN
ajst-27531	26	24	,	,	PUNCT
ajst-27531	26	25	rapid	rapid	ADJ
ajst-27531	26	26	data	datum	NOUN
ajst-27531	26	27	flow	flow	NOUN
ajst-27531	26	28	,	,	PUNCT
ajst-27531	26	29	diverse	diverse	ADJ
ajst-27531	26	30	data	datum	NOUN
ajst-27531	26	31	types	type	NOUN
ajst-27531	26	32	and	and	CCONJ
ajst-27531	26	33	potential	potential	ADJ
ajst-27531	26	34	high	high	ADJ
ajst-27531	26	35	value	value	NOUN
ajst-27531	27	1	[	[	X
ajst-27531	27	2	9	9	NUM
ajst-27531	27	3	]	]	PUNCT
ajst-27531	27	4	.	.	PUNCT
ajst-27531	28	1	in	in	ADP
ajst-27531	28	2	the	the	DET
ajst-27531	28	3	field	field	NOUN
ajst-27531	28	4	of	of	ADP
ajst-27531	28	5	machinery	machinery	NOUN
ajst-27531	28	6	manufacturing	manufacturing	NOUN
ajst-27531	28	7	,	,	PUNCT
ajst-27531	28	8	big	big	ADJ
ajst-27531	28	9	data	datum	NOUN
ajst-27531	28	10	includes	include	VERB
ajst-27531	28	11	all	all	DET
ajst-27531	28	12	kinds	kind	NOUN
ajst-27531	28	13	of	of	ADP
ajst-27531	28	14	sensor	sensor	NOUN
ajst-27531	28	15	data	datum	NOUN
ajst-27531	28	16	,	,	PUNCT
ajst-27531	28	17	equipment	equipment	NOUN
ajst-27531	28	18	operation	operation	NOUN
ajst-27531	28	19	data	datum	NOUN
ajst-27531	28	20	,	,	PUNCT
ajst-27531	28	21	product	product	NOUN
ajst-27531	28	22	quality	quality	NOUN
ajst-27531	28	23	data	datum	NOUN
ajst-27531	28	24	,	,	PUNCT
ajst-27531	28	25	etc	etc	X
ajst-27531	28	26	.	.	X
ajst-27531	28	27	,	,	PUNCT
ajst-27531	28	28	and	and	CCONJ
ajst-27531	28	29	also	also	ADV
ajst-27531	28	30	covers	cover	VERB
ajst-27531	28	31	external	external	ADJ
ajst-27531	28	32	information	information	NOUN
ajst-27531	28	33	such	such	ADJ
ajst-27531	28	34	as	as	ADP
ajst-27531	28	35	market	market	NOUN
ajst-27531	28	36	trends	trend	NOUN
ajst-27531	28	37	and	and	CCONJ
ajst-27531	28	38	customer	customer	NOUN
ajst-27531	28	39	needs	need	VERB
ajst-27531	28	40	[	[	X
ajst-27531	28	41	10	10	NUM
ajst-27531	28	42	]	]	PUNCT
ajst-27531	28	43	.	.	PUNCT
ajst-27531	29	1	these	these	DET
ajst-27531	29	2	data	datum	NOUN
ajst-27531	29	3	have	have	VERB
ajst-27531	29	4	the	the	DET
ajst-27531	29	5	characteristics	characteristic	NOUN
ajst-27531	29	6	of	of	ADP
ajst-27531	29	7	large	large	ADJ
ajst-27531	29	8	volume	volume	NOUN
ajst-27531	29	9	,	,	PUNCT
ajst-27531	29	10	many	many	ADJ
ajst-27531	29	11	types	type	NOUN
ajst-27531	29	12	,	,	PUNCT
ajst-27531	29	13	high	high	ADJ
ajst-27531	29	14	speed	speed	NOUN
ajst-27531	29	15	and	and	CCONJ
ajst-27531	29	16	low	low	ADJ
ajst-27531	29	17	value	value	NOUN
ajst-27531	29	18	density	density	NOUN
ajst-27531	29	19	,	,	PUNCT
ajst-27531	29	20	and	and	CCONJ
ajst-27531	29	21	need	need	VERB
ajst-27531	29	22	to	to	PART
ajst-27531	29	23	be	be	AUX
ajst-27531	29	24	processed	process	VERB
ajst-27531	29	25	and	and	CCONJ
ajst-27531	29	26	analyzed	analyze	VERB
ajst-27531	29	27	by	by	ADP
ajst-27531	29	28	special	special	ADJ
ajst-27531	29	29	technical	technical	ADJ
ajst-27531	29	30	means	mean	NOUN
ajst-27531	29	31	in	in	ADP
ajst-27531	29	32	order	order	NOUN
ajst-27531	29	33	to	to	PART
ajst-27531	29	34	dig	dig	VERB
ajst-27531	29	35	out	out	ADP
ajst-27531	29	36	the	the	DET
ajst-27531	29	37	hidden	hide	VERB
ajst-27531	29	38	value	value	NOUN
ajst-27531	29	39	behind	behind	ADP
ajst-27531	29	40	them	they	PRON
ajst-27531	29	41	and	and	CCONJ
ajst-27531	29	42	provide	provide	VERB
ajst-27531	29	43	support	support	NOUN
ajst-27531	29	44	for	for	ADP
ajst-27531	29	45	the	the	DET
ajst-27531	29	46	production	production	NOUN
ajst-27531	29	47	decision	decision	NOUN
ajst-27531	29	48	of	of	ADP
ajst-27531	29	49	enterprises	enterprise	NOUN
ajst-27531	29	50	[	[	X
ajst-27531	29	51	11	11	NUM
ajst-27531	29	52	]	]	PUNCT
ajst-27531	29	53	.	.	PUNCT
ajst-27531	30	1	the	the	DET
ajst-27531	30	2	application	application	NOUN
ajst-27531	30	3	of	of	ADP
ajst-27531	30	4	big	big	ADJ
ajst-27531	30	5	data	datum	NOUN
ajst-27531	30	6	technology	technology	NOUN
ajst-27531	30	7	is	be	AUX
ajst-27531	30	8	gradually	gradually	ADV
ajst-27531	30	9	changing	change	VERB
ajst-27531	30	10	the	the	DET
ajst-27531	30	11	production	production	NOUN
ajst-27531	30	12	mode	mode	NOUN
ajst-27531	30	13	and	and	CCONJ
ajst-27531	30	14	management	management	NOUN
ajst-27531	30	15	mode	mode	NOUN
ajst-27531	30	16	of	of	ADP
ajst-27531	30	17	machinery	machinery	NOUN
ajst-27531	30	18	manufacturing	manufacturing	NOUN
ajst-27531	30	19	industry	industry	NOUN
ajst-27531	30	20	,	,	PUNCT
ajst-27531	30	21	and	and	CCONJ
ajst-27531	30	22	promoting	promote	VERB
ajst-27531	30	23	the	the	DET
ajst-27531	30	24	industry	industry	NOUN
ajst-27531	30	25	to	to	PART
ajst-27531	30	26	develop	develop	VERB
ajst-27531	30	27	in	in	ADP
ajst-27531	30	28	the	the	DET
ajst-27531	30	29	direction	direction	NOUN
ajst-27531	30	30	of	of	ADP
ajst-27531	30	31	intelligence	intelligence	NOUN
ajst-27531	30	32	and	and	CCONJ
ajst-27531	30	33	refinement	refinement	NOUN
ajst-27531	30	34	.	.	PUNCT
ajst-27531	31	1	197	197	NUM
ajst-27531	31	2	2.2	2.2	NUM
ajst-27531	31	3	.	.	PUNCT
ajst-27531	32	1	data	datum	NOUN
ajst-27531	32	2	acquisition	acquisition	NOUN
ajst-27531	32	3	and	and	CCONJ
ajst-27531	32	4	preprocessing	preprocessing	NOUN
ajst-27531	32	5	of	of	ADP
ajst-27531	32	6	mechanical	mechanical	ADJ
ajst-27531	32	7	manufacturing	manufacturing	NOUN
ajst-27531	32	8	in	in	ADP
ajst-27531	32	9	the	the	DET
ajst-27531	32	10	process	process	NOUN
ajst-27531	32	11	of	of	ADP
ajst-27531	32	12	mechanical	mechanical	ADJ
ajst-27531	32	13	manufacturing	manufacturing	NOUN
ajst-27531	32	14	,	,	PUNCT
ajst-27531	32	15	data	datum	NOUN
ajst-27531	32	16	collection	collection	NOUN
ajst-27531	32	17	is	be	AUX
ajst-27531	32	18	the	the	DET
ajst-27531	32	19	first	first	ADJ
ajst-27531	32	20	step	step	NOUN
ajst-27531	32	21	in	in	ADP
ajst-27531	32	22	the	the	DET
ajst-27531	32	23	application	application	NOUN
ajst-27531	32	24	of	of	ADP
ajst-27531	32	25	big	big	ADJ
ajst-27531	32	26	data	datum	NOUN
ajst-27531	32	27	[	[	X
ajst-27531	32	28	12	12	NUM
ajst-27531	32	29	]	]	PUNCT
ajst-27531	32	30	.	.	PUNCT
ajst-27531	33	1	in	in	ADP
ajst-27531	33	2	order	order	NOUN
ajst-27531	33	3	to	to	PART
ajst-27531	33	4	comprehensively	comprehensively	ADV
ajst-27531	33	5	and	and	CCONJ
ajst-27531	33	6	accurately	accurately	ADV
ajst-27531	33	7	reflect	reflect	VERB
ajst-27531	33	8	the	the	DET
ajst-27531	33	9	production	production	NOUN
ajst-27531	33	10	situation	situation	NOUN
ajst-27531	33	11	,	,	PUNCT
ajst-27531	33	12	it	it	PRON
ajst-27531	33	13	is	be	AUX
ajst-27531	33	14	necessary	necessary	ADJ
ajst-27531	33	15	to	to	PART
ajst-27531	33	16	use	use	VERB
ajst-27531	33	17	a	a	DET
ajst-27531	33	18	variety	variety	NOUN
ajst-27531	33	19	of	of	ADP
ajst-27531	33	20	sensors	sensor	NOUN
ajst-27531	33	21	and	and	CCONJ
ajst-27531	33	22	monitoring	monitor	VERB
ajst-27531	33	23	equipment	equipment	NOUN
ajst-27531	33	24	to	to	PART
ajst-27531	33	25	collect	collect	VERB
ajst-27531	33	26	all	all	DET
ajst-27531	33	27	kinds	kind	NOUN
ajst-27531	33	28	of	of	ADP
ajst-27531	33	29	data	datum	NOUN
ajst-27531	33	30	on	on	ADP
ajst-27531	33	31	the	the	DET
ajst-27531	33	32	production	production	NOUN
ajst-27531	33	33	line	line	NOUN
ajst-27531	33	34	in	in	ADP
ajst-27531	33	35	real	real	ADJ
ajst-27531	33	36	time	time	NOUN
ajst-27531	33	37	,	,	PUNCT
ajst-27531	33	38	as	as	SCONJ
ajst-27531	33	39	shown	show	VERB
ajst-27531	33	40	in	in	ADP
ajst-27531	33	41	table	table	NOUN
ajst-27531	33	42	1	1	NUM
ajst-27531	33	43	.	.	PUNCT
ajst-27531	33	44	table	table	NOUN
ajst-27531	33	45	1	1	NUM
ajst-27531	33	46	.	.	PUNCT
ajst-27531	33	47	data	datum	NOUN
ajst-27531	33	48	collection	collection	NOUN
ajst-27531	33	49	table	table	NOUN
ajst-27531	33	50	for	for	ADP
ajst-27531	33	51	production	production	NOUN
ajst-27531	33	52	line	line	NOUN
ajst-27531	33	53	in	in	ADP
ajst-27531	33	54	mechanical	mechanical	ADJ
ajst-27531	33	55	manufacturing	manufacturing	NOUN
ajst-27531	33	56	process	process	NOUN
ajst-27531	33	57	data	datum	NOUN
ajst-27531	33	58	collection	collection	NOUN
ajst-27531	33	59	point	point	NOUN
ajst-27531	33	60	sensor	sensor	NOUN
ajst-27531	33	61	/	/	SYM
ajst-27531	33	62	monitoring	monitoring	NOUN
ajst-27531	33	63	equipment	equipment	NOUN
ajst-27531	33	64	type	type	NOUN
ajst-27531	33	65	collection	collection	NOUN
ajst-27531	33	66	parameter	parameter	NOUN
ajst-27531	33	67	data	data	PROPN
ajst-27531	33	68	unit	unit	NOUN
ajst-27531	33	69	collection	collection	NOUN
ajst-27531	33	70	frequency	frequency	NOUN
ajst-27531	33	71	(	(	PUNCT
ajst-27531	33	72	times	time	NOUN
ajst-27531	33	73	/	/	SYM
ajst-27531	33	74	minute	minute	NOUN
ajst-27531	33	75	)	)	PUNCT
ajst-27531	33	76	machine	machine	NOUN
ajst-27531	33	77	tool	tool	NOUN
ajst-27531	33	78	spindle	spindle	NOUN
ajst-27531	33	79	vibration	vibration	NOUN
ajst-27531	33	80	sensor	sensor	NOUN
ajst-27531	33	81	vibration	vibration	NOUN
ajst-27531	33	82	amplitude	amplitude	NOUN
ajst-27531	33	83	mm	mm	PROPN
ajst-27531	33	84	10	10	NUM
ajst-27531	33	85	machine	machine	NOUN
ajst-27531	33	86	tool	tool	NOUN
ajst-27531	33	87	feed	feed	NOUN
ajst-27531	33	88	system	system	NOUN
ajst-27531	33	89	displacement	displacement	NOUN
ajst-27531	33	90	sensor	sensor	NOUN
ajst-27531	33	91	displacement	displacement	NOUN
ajst-27531	33	92	mm	mm	NOUN
ajst-27531	33	93	5	5	NUM
ajst-27531	33	94	cutting	cut	VERB
ajst-27531	33	95	tool	tool	NOUN
ajst-27531	33	96	temperature	temperature	NOUN
ajst-27531	33	97	sensor	sensor	NOUN
ajst-27531	33	98	temperature	temperature	NOUN
ajst-27531	33	99	℃	℃	PROPN
ajst-27531	33	100	20	20	NUM
ajst-27531	33	101	cutting	cut	VERB
ajst-27531	33	102	area	area	NOUN
ajst-27531	33	103	sound	sound	NOUN
ajst-27531	33	104	sensor	sensor	NOUN
ajst-27531	33	105	sound	sound	NOUN
ajst-27531	33	106	pressure	pressure	NOUN
ajst-27531	33	107	level	level	NOUN
ajst-27531	33	108	db	db	PROPN
ajst-27531	33	109	15	15	NUM
ajst-27531	33	110	workpiece	workpiece	NOUN
ajst-27531	33	111	surface	surface	NOUN
ajst-27531	33	112	optical	optical	ADJ
ajst-27531	33	113	sensor	sensor	NOUN
ajst-27531	33	114	surface	surface	NOUN
ajst-27531	33	115	roughness	roughness	NOUN
ajst-27531	33	116	μm	μm	NOUN
ajst-27531	33	117	5	5	NUM
ajst-27531	33	118	coolant	coolant	NOUN
ajst-27531	33	119	system	system	NOUN
ajst-27531	33	120	flow	flow	NOUN
ajst-27531	33	121	sensor	sensor	NOUN
ajst-27531	33	122	flow	flow	NOUN
ajst-27531	33	123	rate	rate	NOUN
ajst-27531	33	124	l	l	NOUN
ajst-27531	33	125	/	/	SYM
ajst-27531	33	126	min	min	NOUN
ajst-27531	33	127	1	1	NUM
ajst-27531	33	128	motor	motor	NOUN
ajst-27531	33	129	current	current	ADJ
ajst-27531	33	130	current	current	ADJ
ajst-27531	33	131	sensor	sensor	NOUN
ajst-27531	33	132	current	current	ADJ
ajst-27531	33	133	value	value	NOUN
ajst-27531	33	134	a	a	DET
ajst-27531	33	135	10	10	NUM
ajst-27531	33	136	production	production	NOUN
ajst-27531	33	137	line	line	NOUN
ajst-27531	33	138	environment	environment	NOUN
ajst-27531	33	139	temperature	temperature	NOUN
ajst-27531	33	140	and	and	CCONJ
ajst-27531	33	141	humidity	humidity	NOUN
ajst-27531	33	142	sensor	sensor	NOUN
ajst-27531	33	143	temperature	temperature	NOUN
ajst-27531	33	144	/	/	SYM
ajst-27531	33	145	humidity	humidity	NOUN
ajst-27531	33	146	℃	℃	PROPN
ajst-27531	33	147	/%rh	/%rh	NOUN
ajst-27531	33	148	1	1	NUM
ajst-27531	33	149	material	material	NOUN
ajst-27531	33	150	conveyor	conveyor	NOUN
ajst-27531	33	151	belt	belt	NOUN
ajst-27531	33	152	weight	weight	NOUN
ajst-27531	33	153	sensor	sensor	NOUN
ajst-27531	33	154	material	material	NOUN
ajst-27531	33	155	weight	weight	NOUN
ajst-27531	33	156	kg	kg	X
ajst-27531	33	157	2	2	NUM
ajst-27531	33	158	finished	finished	ADJ
ajst-27531	33	159	product	product	NOUN
ajst-27531	33	160	inspection	inspection	NOUN
ajst-27531	33	161	area	area	NOUN
ajst-27531	33	162	vision	vision	PROPN
ajst-27531	33	163	inspection	inspection	NOUN
ajst-27531	33	164	system	system	NOUN
ajst-27531	33	165	dimensions	dimension	NOUN
ajst-27531	33	166	/	/	SYM
ajst-27531	33	167	defects	defect	NOUN
ajst-27531	33	168	1	1	NUM
ajst-27531	33	169	(	(	PUNCT
ajst-27531	33	170	per	per	ADP
ajst-27531	33	171	product	product	NOUN
ajst-27531	33	172	)	)	PUNCT
ajst-27531	33	173	the	the	DET
ajst-27531	33	174	original	original	ADJ
ajst-27531	33	175	data	datum	NOUN
ajst-27531	33	176	often	often	ADV
ajst-27531	33	177	have	have	VERB
ajst-27531	33	178	problems	problem	NOUN
ajst-27531	33	179	such	such	ADJ
ajst-27531	33	180	as	as	ADP
ajst-27531	33	181	noise	noise	NOUN
ajst-27531	33	182	,	,	PUNCT
ajst-27531	33	183	missing	missing	ADJ
ajst-27531	33	184	and	and	CCONJ
ajst-27531	33	185	abnormality	abnormality	NOUN
ajst-27531	33	186	,	,	PUNCT
ajst-27531	33	187	and	and	CCONJ
ajst-27531	33	188	direct	direct	ADJ
ajst-27531	33	189	analysis	analysis	NOUN
ajst-27531	33	190	will	will	AUX
ajst-27531	33	191	affect	affect	VERB
ajst-27531	33	192	the	the	DET
ajst-27531	33	193	accuracy	accuracy	NOUN
ajst-27531	33	194	of	of	ADP
ajst-27531	33	195	the	the	DET
ajst-27531	33	196	results	result	NOUN
ajst-27531	33	197	.	.	PUNCT
ajst-27531	34	1	therefore	therefore	ADV
ajst-27531	34	2	,	,	PUNCT
ajst-27531	34	3	after	after	ADP
ajst-27531	34	4	data	data	NOUN
ajst-27531	34	5	collection	collection	NOUN
ajst-27531	34	6	,	,	PUNCT
ajst-27531	34	7	preprocessing	preprocessing	NOUN
ajst-27531	34	8	is	be	AUX
ajst-27531	34	9	carried	carry	VERB
ajst-27531	34	10	out	out	ADP
ajst-27531	34	11	to	to	PART
ajst-27531	34	12	ensure	ensure	VERB
ajst-27531	34	13	the	the	DET
ajst-27531	34	14	authenticity	authenticity	NOUN
ajst-27531	34	15	and	and	CCONJ
ajst-27531	34	16	reliability	reliability	NOUN
ajst-27531	34	17	of	of	ADP
ajst-27531	34	18	the	the	DET
ajst-27531	34	19	data	datum	NOUN
ajst-27531	34	20	.	.	PUNCT
ajst-27531	35	1	2.3	2.3	NUM
ajst-27531	35	2	.	.	PUNCT
ajst-27531	36	1	data	datum	NOUN
ajst-27531	36	2	storage	storage	NOUN
ajst-27531	36	3	and	and	CCONJ
ajst-27531	36	4	management	management	NOUN
ajst-27531	36	5	traditional	traditional	ADJ
ajst-27531	36	6	database	database	NOUN
ajst-27531	36	7	systems	system	NOUN
ajst-27531	36	8	are	be	AUX
ajst-27531	36	9	often	often	ADV
ajst-27531	36	10	difficult	difficult	ADJ
ajst-27531	36	11	to	to	PART
ajst-27531	36	12	meet	meet	VERB
ajst-27531	36	13	the	the	DET
ajst-27531	36	14	storage	storage	NOUN
ajst-27531	36	15	requirements	requirement	NOUN
ajst-27531	36	16	of	of	ADP
ajst-27531	36	17	big	big	ADJ
ajst-27531	36	18	data	datum	NOUN
ajst-27531	36	19	,	,	PUNCT
ajst-27531	36	20	so	so	SCONJ
ajst-27531	36	21	it	it	PRON
ajst-27531	36	22	is	be	AUX
ajst-27531	36	23	necessary	necessary	ADJ
ajst-27531	36	24	to	to	PART
ajst-27531	36	25	adopt	adopt	VERB
ajst-27531	36	26	more	more	ADV
ajst-27531	36	27	advanced	advanced	ADJ
ajst-27531	36	28	storage	storage	NOUN
ajst-27531	36	29	technologies	technology	NOUN
ajst-27531	36	30	(	(	PUNCT
ajst-27531	36	31	distributed	distribute	VERB
ajst-27531	36	32	file	file	NOUN
ajst-27531	36	33	system	system	NOUN
ajst-27531	36	34	,	,	PUNCT
ajst-27531	36	35	nosql	nosql	ADJ
ajst-27531	36	36	database	database	NOUN
ajst-27531	36	37	)	)	PUNCT
ajst-27531	36	38	.	.	PUNCT
ajst-27531	37	1	these	these	DET
ajst-27531	37	2	technologies	technology	NOUN
ajst-27531	37	3	can	can	AUX
ajst-27531	37	4	provide	provide	VERB
ajst-27531	37	5	enough	enough	ADJ
ajst-27531	37	6	storage	storage	NOUN
ajst-27531	37	7	space	space	NOUN
ajst-27531	37	8	,	,	PUNCT
ajst-27531	37	9	realize	realize	VERB
ajst-27531	37	10	fast	fast	ADJ
ajst-27531	37	11	reading	reading	NOUN
ajst-27531	37	12	,	,	PUNCT
ajst-27531	37	13	writing	writing	NOUN
ajst-27531	37	14	and	and	CCONJ
ajst-27531	37	15	efficient	efficient	ADJ
ajst-27531	37	16	retrieval	retrieval	NOUN
ajst-27531	37	17	of	of	ADP
ajst-27531	37	18	data	datum	NOUN
ajst-27531	37	19	,	,	PUNCT
ajst-27531	37	20	and	and	CCONJ
ajst-27531	37	21	meet	meet	VERB
ajst-27531	37	22	the	the	DET
ajst-27531	37	23	requirements	requirement	NOUN
ajst-27531	37	24	of	of	ADP
ajst-27531	37	25	mechanical	mechanical	ADJ
ajst-27531	37	26	manufacturing	manufacturing	NOUN
ajst-27531	37	27	industry	industry	NOUN
ajst-27531	37	28	for	for	ADP
ajst-27531	37	29	real	real	ADJ
ajst-27531	37	30	-	-	PUNCT
ajst-27531	37	31	time	time	NOUN
ajst-27531	37	32	and	and	CCONJ
ajst-27531	37	33	availability	availability	NOUN
ajst-27531	37	34	of	of	ADP
ajst-27531	37	35	data	datum	NOUN
ajst-27531	37	36	.	.	PUNCT
ajst-27531	38	1	in	in	ADP
ajst-27531	38	2	order	order	NOUN
ajst-27531	38	3	to	to	PART
ajst-27531	38	4	ensure	ensure	VERB
ajst-27531	38	5	the	the	DET
ajst-27531	38	6	security	security	NOUN
ajst-27531	38	7	and	and	CCONJ
ajst-27531	38	8	privacy	privacy	NOUN
ajst-27531	38	9	of	of	ADP
ajst-27531	38	10	data	data	PROPN
ajst-27531	38	11	,	,	PUNCT
ajst-27531	38	12	a	a	DET
ajst-27531	38	13	perfect	perfect	ADJ
ajst-27531	38	14	data	data	NOUN
ajst-27531	38	15	security	security	NOUN
ajst-27531	38	16	mechanism	mechanism	NOUN
ajst-27531	38	17	is	be	AUX
ajst-27531	38	18	established	establish	VERB
ajst-27531	38	19	.	.	PUNCT
ajst-27531	39	1	these	these	PRON
ajst-27531	39	2	include	include	VERB
ajst-27531	39	3	data	datum	NOUN
ajst-27531	39	4	encryption	encryption	NOUN
ajst-27531	39	5	,	,	PUNCT
ajst-27531	39	6	access	access	NOUN
ajst-27531	39	7	control	control	NOUN
ajst-27531	39	8	,	,	PUNCT
ajst-27531	39	9	backup	backup	NOUN
ajst-27531	39	10	and	and	CCONJ
ajst-27531	39	11	recovery	recovery	NOUN
ajst-27531	39	12	,	,	PUNCT
ajst-27531	39	13	etc	etc	X
ajst-27531	39	14	.	.	X
ajst-27531	39	15	,	,	PUNCT
ajst-27531	39	16	to	to	PART
ajst-27531	39	17	ensure	ensure	VERB
ajst-27531	39	18	the	the	DET
ajst-27531	39	19	security	security	NOUN
ajst-27531	39	20	of	of	ADP
ajst-27531	39	21	data	datum	NOUN
ajst-27531	39	22	during	during	ADP
ajst-27531	39	23	storage	storage	NOUN
ajst-27531	39	24	and	and	CCONJ
ajst-27531	39	25	transmission	transmission	NOUN
ajst-27531	39	26	.	.	PUNCT
ajst-27531	40	1	3	3	X
ajst-27531	40	2	.	.	X
ajst-27531	40	3	construction	construction	NOUN
ajst-27531	40	4	of	of	ADP
ajst-27531	40	5	intelligent	intelligent	ADJ
ajst-27531	40	6	dss	dss	NOUN
ajst-27531	40	7	3.1	3.1	NUM
ajst-27531	40	8	.	.	PUNCT
ajst-27531	40	9	system	system	NOUN
ajst-27531	40	10	architecture	architecture	NOUN
ajst-27531	40	11	design	design	VERB
ajst-27531	40	12	the	the	DET
ajst-27531	40	13	architecture	architecture	NOUN
ajst-27531	40	14	design	design	NOUN
ajst-27531	40	15	of	of	ADP
ajst-27531	40	16	intelligent	intelligent	ADJ
ajst-27531	40	17	dss	dss	NOUN
ajst-27531	40	18	is	be	AUX
ajst-27531	40	19	the	the	DET
ajst-27531	40	20	basis	basis	NOUN
ajst-27531	40	21	of	of	ADP
ajst-27531	40	22	its	its	PRON
ajst-27531	40	23	successful	successful	ADJ
ajst-27531	40	24	construction	construction	NOUN
ajst-27531	40	25	.	.	PUNCT
ajst-27531	41	1	in	in	ADP
ajst-27531	41	2	the	the	DET
ajst-27531	41	3	field	field	NOUN
ajst-27531	41	4	of	of	ADP
ajst-27531	41	5	mechanical	mechanical	ADJ
ajst-27531	41	6	manufacturing	manufacturing	NOUN
ajst-27531	41	7	,	,	PUNCT
ajst-27531	41	8	the	the	DET
ajst-27531	41	9	system	system	NOUN
ajst-27531	41	10	needs	need	VERB
ajst-27531	41	11	to	to	PART
ajst-27531	41	12	be	be	AUX
ajst-27531	41	13	highly	highly	ADV
ajst-27531	41	14	integrated	integrate	VERB
ajst-27531	41	15	,	,	PUNCT
ajst-27531	41	16	flexible	flexible	ADJ
ajst-27531	41	17	and	and	CCONJ
ajst-27531	41	18	extensible	extensible	ADJ
ajst-27531	41	19	to	to	PART
ajst-27531	41	20	adapt	adapt	VERB
ajst-27531	41	21	to	to	ADP
ajst-27531	41	22	the	the	DET
ajst-27531	41	23	ever	ever	ADV
ajst-27531	41	24	-	-	PUNCT
ajst-27531	41	25	changing	change	VERB
ajst-27531	41	26	production	production	NOUN
ajst-27531	41	27	environment	environment	NOUN
ajst-27531	41	28	and	and	CCONJ
ajst-27531	41	29	business	business	NOUN
ajst-27531	41	30	needs	need	NOUN
ajst-27531	41	31	.	.	PUNCT
ajst-27531	42	1	therefore	therefore	ADV
ajst-27531	42	2	,	,	PUNCT
ajst-27531	42	3	a	a	DET
ajst-27531	42	4	hierarchical	hierarchical	ADJ
ajst-27531	42	5	architecture	architecture	NOUN
ajst-27531	42	6	is	be	AUX
ajst-27531	42	7	adopted	adopt	VERB
ajst-27531	42	8	,	,	PUNCT
ajst-27531	42	9	including	include	VERB
ajst-27531	42	10	data	datum	NOUN
ajst-27531	42	11	layer	layer	NOUN
ajst-27531	42	12	,	,	PUNCT
ajst-27531	42	13	analysis	analysis	NOUN
ajst-27531	42	14	layer	layer	NOUN
ajst-27531	42	15	,	,	PUNCT
ajst-27531	42	16	decision	decision	NOUN
ajst-27531	42	17	layer	layer	NOUN
ajst-27531	42	18	and	and	CCONJ
ajst-27531	42	19	application	application	NOUN
ajst-27531	42	20	layer	layer	NOUN
ajst-27531	42	21	,	,	PUNCT
ajst-27531	42	22	as	as	SCONJ
ajst-27531	42	23	shown	show	VERB
ajst-27531	42	24	in	in	ADP
ajst-27531	42	25	figure	figure	NOUN
ajst-27531	42	26	1	1	NUM
ajst-27531	42	27	:	:	PUNCT
ajst-27531	42	28	figure	figure	NOUN
ajst-27531	42	29	1	1	NUM
ajst-27531	42	30	.	.	PUNCT
ajst-27531	42	31	hierarchical	hierarchical	ADJ
ajst-27531	42	32	architecture	architecture	NOUN
ajst-27531	42	33	198	198	NUM
ajst-27531	42	34	this	this	DET
ajst-27531	42	35	hierarchical	hierarchical	ADJ
ajst-27531	42	36	architecture	architecture	NOUN
ajst-27531	42	37	can	can	AUX
ajst-27531	42	38	improve	improve	VERB
ajst-27531	42	39	the	the	DET
ajst-27531	42	40	maintainability	maintainability	NOUN
ajst-27531	42	41	and	and	CCONJ
ajst-27531	42	42	expansibility	expansibility	NOUN
ajst-27531	42	43	of	of	ADP
ajst-27531	42	44	the	the	DET
ajst-27531	42	45	system	system	NOUN
ajst-27531	42	46	,	,	PUNCT
ajst-27531	42	47	and	and	CCONJ
ajst-27531	42	48	at	at	ADP
ajst-27531	42	49	the	the	DET
ajst-27531	42	50	same	same	ADJ
ajst-27531	42	51	time	time	NOUN
ajst-27531	42	52	ensure	ensure	VERB
ajst-27531	42	53	the	the	DET
ajst-27531	42	54	security	security	NOUN
ajst-27531	42	55	of	of	ADP
ajst-27531	42	56	data	datum	NOUN
ajst-27531	42	57	and	and	CCONJ
ajst-27531	42	58	the	the	DET
ajst-27531	42	59	accuracy	accuracy	NOUN
ajst-27531	42	60	of	of	ADP
ajst-27531	42	61	decision	decision	NOUN
ajst-27531	42	62	-	-	PUNCT
ajst-27531	42	63	making	making	NOUN
ajst-27531	42	64	.	.	PUNCT
ajst-27531	43	1	3.2	3.2	NUM
ajst-27531	43	2	.	.	PUNCT
ajst-27531	43	3	research	research	NOUN
ajst-27531	43	4	and	and	CCONJ
ajst-27531	43	5	integration	integration	NOUN
ajst-27531	43	6	of	of	ADP
ajst-27531	43	7	key	key	ADJ
ajst-27531	43	8	technologies	technology	NOUN
ajst-27531	43	9	in	in	ADP
ajst-27531	43	10	the	the	DET
ajst-27531	43	11	process	process	NOUN
ajst-27531	43	12	of	of	ADP
ajst-27531	43	13	building	build	VERB
ajst-27531	43	14	intelligent	intelligent	ADJ
ajst-27531	43	15	dss	dss	NOUN
ajst-27531	43	16	,	,	PUNCT
ajst-27531	43	17	the	the	DET
ajst-27531	43	18	research	research	NOUN
ajst-27531	43	19	and	and	CCONJ
ajst-27531	43	20	integration	integration	NOUN
ajst-27531	43	21	of	of	ADP
ajst-27531	43	22	key	key	ADJ
ajst-27531	43	23	technologies	technology	NOUN
ajst-27531	43	24	is	be	AUX
ajst-27531	43	25	the	the	DET
ajst-27531	43	26	core	core	NOUN
ajst-27531	43	27	link	link	NOUN
ajst-27531	43	28	.	.	PUNCT
ajst-27531	44	1	in	in	ADP
ajst-27531	44	2	this	this	DET
ajst-27531	44	3	article	article	NOUN
ajst-27531	44	4	,	,	PUNCT
ajst-27531	44	5	big	big	ADJ
ajst-27531	44	6	data	datum	NOUN
ajst-27531	44	7	analysis	analysis	NOUN
ajst-27531	44	8	technology	technology	NOUN
ajst-27531	44	9	,	,	PUNCT
ajst-27531	44	10	machine	machine	NOUN
ajst-27531	44	11	learning	learning	NOUN
ajst-27531	44	12	algorithm	algorithm	NOUN
ajst-27531	44	13	,	,	PUNCT
ajst-27531	44	14	knowledge	knowledge	NOUN
ajst-27531	44	15	map	map	NOUN
ajst-27531	44	16	construction	construction	NOUN
ajst-27531	44	17	technology	technology	NOUN
ajst-27531	44	18	and	and	CCONJ
ajst-27531	44	19	optimization	optimization	NOUN
ajst-27531	44	20	algorithm	algorithm	NOUN
ajst-27531	44	21	are	be	AUX
ajst-27531	44	22	deeply	deeply	ADV
ajst-27531	44	23	studied	study	VERB
ajst-27531	44	24	,	,	PUNCT
ajst-27531	44	25	and	and	CCONJ
ajst-27531	44	26	these	these	DET
ajst-27531	44	27	technologies	technology	NOUN
ajst-27531	44	28	are	be	AUX
ajst-27531	44	29	organically	organically	ADV
ajst-27531	44	30	integrated	integrate	VERB
ajst-27531	44	31	into	into	ADP
ajst-27531	44	32	the	the	DET
ajst-27531	44	33	system	system	NOUN
ajst-27531	44	34	.	.	PUNCT
ajst-27531	45	1	as	as	ADP
ajst-27531	45	2	the	the	DET
ajst-27531	45	3	basis	basis	NOUN
ajst-27531	45	4	of	of	ADP
ajst-27531	45	5	data	datum	NOUN
ajst-27531	45	6	processing	processing	NOUN
ajst-27531	45	7	,	,	PUNCT
ajst-27531	45	8	big	big	ADJ
ajst-27531	45	9	data	datum	NOUN
ajst-27531	45	10	analysis	analysis	NOUN
ajst-27531	45	11	technology	technology	NOUN
ajst-27531	45	12	plays	play	VERB
ajst-27531	45	13	a	a	DET
ajst-27531	45	14	vital	vital	ADJ
ajst-27531	45	15	role	role	NOUN
ajst-27531	45	16	.	.	PUNCT
ajst-27531	46	1	by	by	ADP
ajst-27531	46	2	introducing	introduce	VERB
ajst-27531	46	3	advanced	advanced	ADJ
ajst-27531	46	4	big	big	ADJ
ajst-27531	46	5	data	datum	NOUN
ajst-27531	46	6	analysis	analysis	NOUN
ajst-27531	46	7	technology	technology	NOUN
ajst-27531	46	8	,	,	PUNCT
ajst-27531	46	9	the	the	DET
ajst-27531	46	10	system	system	NOUN
ajst-27531	46	11	realizes	realize	VERB
ajst-27531	46	12	the	the	DET
ajst-27531	46	13	rapid	rapid	ADJ
ajst-27531	46	14	processing	processing	NOUN
ajst-27531	46	15	of	of	ADP
ajst-27531	46	16	data	datum	NOUN
ajst-27531	46	17	and	and	CCONJ
ajst-27531	46	18	accurately	accurately	ADV
ajst-27531	46	19	extracts	extract	VERB
ajst-27531	46	20	information	information	NOUN
ajst-27531	46	21	that	that	PRON
ajst-27531	46	22	is	be	AUX
ajst-27531	46	23	important	important	ADJ
ajst-27531	46	24	for	for	ADP
ajst-27531	46	25	decision	decision	NOUN
ajst-27531	46	26	-	-	PUNCT
ajst-27531	46	27	making	making	NOUN
ajst-27531	46	28	.	.	PUNCT
ajst-27531	47	1	this	this	PRON
ajst-27531	47	2	provides	provide	VERB
ajst-27531	47	3	a	a	DET
ajst-27531	47	4	solid	solid	ADJ
ajst-27531	47	5	data	data	NOUN
ajst-27531	47	6	support	support	NOUN
ajst-27531	47	7	for	for	ADP
ajst-27531	47	8	the	the	DET
ajst-27531	47	9	subsequent	subsequent	ADJ
ajst-27531	47	10	decision	decision	NOUN
ajst-27531	47	11	-	-	PUNCT
ajst-27531	47	12	making	make	VERB
ajst-27531	47	13	process	process	NOUN
ajst-27531	47	14	.	.	PUNCT
ajst-27531	48	1	the	the	DET
ajst-27531	48	2	introduction	introduction	NOUN
ajst-27531	48	3	of	of	ADP
ajst-27531	48	4	machine	machine	NOUN
ajst-27531	48	5	learning	learn	VERB
ajst-27531	48	6	algorithm	algorithm	NOUN
ajst-27531	48	7	further	far	ADV
ajst-27531	48	8	improves	improve	VERB
ajst-27531	48	9	the	the	DET
ajst-27531	48	10	prediction	prediction	NOUN
ajst-27531	48	11	ability	ability	NOUN
ajst-27531	48	12	of	of	ADP
ajst-27531	48	13	the	the	DET
ajst-27531	48	14	system	system	NOUN
ajst-27531	48	15	.	.	PUNCT
ajst-27531	49	1	by	by	ADP
ajst-27531	49	2	training	training	NOUN
ajst-27531	49	3	and	and	CCONJ
ajst-27531	49	4	optimizing	optimize	VERB
ajst-27531	49	5	various	various	ADJ
ajst-27531	49	6	forecasting	forecasting	NOUN
ajst-27531	49	7	models	model	NOUN
ajst-27531	49	8	,	,	PUNCT
ajst-27531	49	9	we	we	PRON
ajst-27531	49	10	can	can	AUX
ajst-27531	49	11	grasp	grasp	VERB
ajst-27531	49	12	the	the	DET
ajst-27531	49	13	future	future	ADJ
ajst-27531	49	14	trend	trend	NOUN
ajst-27531	49	15	more	more	ADV
ajst-27531	49	16	accurately	accurately	ADV
ajst-27531	49	17	and	and	CCONJ
ajst-27531	49	18	provide	provide	VERB
ajst-27531	49	19	forward	forward	ADV
ajst-27531	49	20	-	-	PUNCT
ajst-27531	49	21	looking	look	VERB
ajst-27531	49	22	suggestions	suggestion	NOUN
ajst-27531	49	23	for	for	ADP
ajst-27531	49	24	decision	decision	NOUN
ajst-27531	49	25	makers	maker	NOUN
ajst-27531	49	26	.	.	PUNCT
ajst-27531	50	1	this	this	DET
ajst-27531	50	2	data	data	NOUN
ajst-27531	50	3	-	-	PUNCT
ajst-27531	50	4	based	base	VERB
ajst-27531	50	5	forecasting	forecasting	NOUN
ajst-27531	50	6	effectively	effectively	ADV
ajst-27531	50	7	improves	improve	VERB
ajst-27531	50	8	the	the	DET
ajst-27531	50	9	accuracy	accuracy	NOUN
ajst-27531	50	10	of	of	ADP
ajst-27531	50	11	decision	decision	NOUN
ajst-27531	50	12	-	-	PUNCT
ajst-27531	50	13	making	making	NOUN
ajst-27531	50	14	and	and	CCONJ
ajst-27531	50	15	greatly	greatly	ADV
ajst-27531	50	16	shortens	shorten	VERB
ajst-27531	50	17	the	the	DET
ajst-27531	50	18	decision	decision	NOUN
ajst-27531	50	19	-	-	PUNCT
ajst-27531	50	20	making	make	VERB
ajst-27531	50	21	cycle	cycle	NOUN
ajst-27531	50	22	,	,	PUNCT
ajst-27531	50	23	enabling	enable	VERB
ajst-27531	50	24	enterprises	enterprise	NOUN
ajst-27531	50	25	to	to	PART
ajst-27531	50	26	respond	respond	VERB
ajst-27531	50	27	to	to	ADP
ajst-27531	50	28	market	market	NOUN
ajst-27531	50	29	changes	change	NOUN
ajst-27531	50	30	more	more	ADV
ajst-27531	50	31	quickly	quickly	ADV
ajst-27531	50	32	.	.	PUNCT
ajst-27531	51	1	the	the	DET
ajst-27531	51	2	application	application	NOUN
ajst-27531	51	3	of	of	ADP
ajst-27531	51	4	knowledge	knowledge	NOUN
ajst-27531	51	5	map	map	NOUN
ajst-27531	51	6	construction	construction	NOUN
ajst-27531	51	7	technology	technology	NOUN
ajst-27531	51	8	makes	make	VERB
ajst-27531	51	9	the	the	DET
ajst-27531	51	10	system	system	NOUN
ajst-27531	51	11	have	have	VERB
ajst-27531	51	12	a	a	DET
ajst-27531	51	13	deeper	deep	ADJ
ajst-27531	51	14	understanding	understanding	NOUN
ajst-27531	51	15	and	and	CCONJ
ajst-27531	51	16	organization	organization	NOUN
ajst-27531	51	17	of	of	ADP
ajst-27531	51	18	complex	complex	ADJ
ajst-27531	51	19	knowledge	knowledge	NOUN
ajst-27531	51	20	system	system	NOUN
ajst-27531	51	21	.	.	PUNCT
ajst-27531	52	1	by	by	ADP
ajst-27531	52	2	connecting	connect	VERB
ajst-27531	52	3	scattered	scatter	VERB
ajst-27531	52	4	knowledge	knowledge	NOUN
ajst-27531	52	5	points	point	NOUN
ajst-27531	52	6	into	into	ADP
ajst-27531	52	7	a	a	DET
ajst-27531	52	8	network	network	NOUN
ajst-27531	52	9	,	,	PUNCT
ajst-27531	52	10	a	a	DET
ajst-27531	52	11	systematic	systematic	ADJ
ajst-27531	52	12	knowledge	knowledge	NOUN
ajst-27531	52	13	map	map	NOUN
ajst-27531	52	14	is	be	AUX
ajst-27531	52	15	formed	form	VERB
ajst-27531	52	16	,	,	PUNCT
ajst-27531	52	17	and	and	CCONJ
ajst-27531	52	18	the	the	DET
ajst-27531	52	19	existing	exist	VERB
ajst-27531	52	20	knowledge	knowledge	NOUN
ajst-27531	52	21	resources	resource	NOUN
ajst-27531	52	22	can	can	AUX
ajst-27531	52	23	be	be	AUX
ajst-27531	52	24	better	well	ADV
ajst-27531	52	25	utilized	utilize	VERB
ajst-27531	52	26	and	and	CCONJ
ajst-27531	52	27	integrated	integrate	VERB
ajst-27531	52	28	.	.	PUNCT
ajst-27531	53	1	it	it	PRON
ajst-27531	53	2	improves	improve	VERB
ajst-27531	53	3	the	the	DET
ajst-27531	53	4	intelligent	intelligent	ADJ
ajst-27531	53	5	level	level	NOUN
ajst-27531	53	6	of	of	ADP
ajst-27531	53	7	decision	decision	NOUN
ajst-27531	53	8	-	-	PUNCT
ajst-27531	53	9	making	making	NOUN
ajst-27531	53	10	and	and	CCONJ
ajst-27531	53	11	enables	enable	VERB
ajst-27531	53	12	the	the	DET
ajst-27531	53	13	system	system	NOUN
ajst-27531	53	14	to	to	PART
ajst-27531	53	15	deal	deal	VERB
ajst-27531	53	16	with	with	ADP
ajst-27531	53	17	various	various	ADJ
ajst-27531	53	18	complex	complex	ADJ
ajst-27531	53	19	situations	situation	NOUN
ajst-27531	53	20	more	more	ADV
ajst-27531	53	21	flexibly	flexibly	ADV
ajst-27531	53	22	.	.	PUNCT
ajst-27531	54	1	finally	finally	ADV
ajst-27531	54	2	,	,	PUNCT
ajst-27531	54	3	the	the	DET
ajst-27531	54	4	integration	integration	NOUN
ajst-27531	54	5	of	of	ADP
ajst-27531	54	6	optimization	optimization	NOUN
ajst-27531	54	7	algorithms	algorithm	NOUN
ajst-27531	54	8	.	.	PUNCT
ajst-27531	55	1	it	it	PRON
ajst-27531	55	2	provides	provide	VERB
ajst-27531	55	3	strong	strong	ADJ
ajst-27531	55	4	support	support	NOUN
ajst-27531	55	5	for	for	ADP
ajst-27531	55	6	the	the	DET
ajst-27531	55	7	system	system	NOUN
ajst-27531	55	8	to	to	PART
ajst-27531	55	9	solve	solve	VERB
ajst-27531	55	10	various	various	ADJ
ajst-27531	55	11	optimization	optimization	NOUN
ajst-27531	55	12	problems	problem	NOUN
ajst-27531	55	13	.	.	PUNCT
ajst-27531	56	1	whether	whether	SCONJ
ajst-27531	56	2	it	it	PRON
ajst-27531	56	3	is	be	AUX
ajst-27531	56	4	resource	resource	NOUN
ajst-27531	56	5	allocation	allocation	NOUN
ajst-27531	56	6	optimization	optimization	NOUN
ajst-27531	56	7	,	,	PUNCT
ajst-27531	56	8	production	production	NOUN
ajst-27531	56	9	scheduling	scheduling	NOUN
ajst-27531	56	10	optimization	optimization	NOUN
ajst-27531	56	11	,	,	PUNCT
ajst-27531	56	12	or	or	CCONJ
ajst-27531	56	13	other	other	ADJ
ajst-27531	56	14	types	type	NOUN
ajst-27531	56	15	of	of	ADP
ajst-27531	56	16	optimization	optimization	NOUN
ajst-27531	56	17	problems	problem	NOUN
ajst-27531	56	18	,	,	PUNCT
ajst-27531	56	19	we	we	PRON
ajst-27531	56	20	can	can	AUX
ajst-27531	56	21	find	find	VERB
ajst-27531	56	22	the	the	DET
ajst-27531	56	23	optimal	optimal	ADJ
ajst-27531	56	24	solution	solution	NOUN
ajst-27531	56	25	or	or	CCONJ
ajst-27531	56	26	approximate	approximate	ADJ
ajst-27531	56	27	optimal	optimal	ADJ
ajst-27531	56	28	solution	solution	NOUN
ajst-27531	56	29	by	by	ADP
ajst-27531	56	30	introducing	introduce	VERB
ajst-27531	56	31	advanced	advanced	ADJ
ajst-27531	56	32	optimization	optimization	NOUN
ajst-27531	56	33	algorithms	algorithm	NOUN
ajst-27531	56	34	.	.	PUNCT
ajst-27531	57	1	3.3	3.3	NUM
ajst-27531	57	2	.	.	PUNCT
ajst-27531	58	1	system	system	NOUN
ajst-27531	58	2	function	function	NOUN
ajst-27531	58	3	module	module	NOUN
ajst-27531	58	4	design	design	NOUN
ajst-27531	58	5	in	in	ADP
ajst-27531	58	6	order	order	NOUN
ajst-27531	58	7	to	to	PART
ajst-27531	58	8	meet	meet	VERB
ajst-27531	58	9	the	the	DET
ajst-27531	58	10	actual	actual	ADJ
ajst-27531	58	11	needs	need	NOUN
ajst-27531	58	12	of	of	ADP
ajst-27531	58	13	machinery	machinery	NOUN
ajst-27531	58	14	manufacturing	manufacturing	NOUN
ajst-27531	58	15	enterprises	enterprise	NOUN
ajst-27531	58	16	,	,	PUNCT
ajst-27531	58	17	several	several	ADJ
ajst-27531	58	18	functional	functional	ADJ
ajst-27531	58	19	modules	module	NOUN
ajst-27531	58	20	are	be	AUX
ajst-27531	58	21	designed	design	VERB
ajst-27531	58	22	in	in	ADP
ajst-27531	58	23	the	the	DET
ajst-27531	58	24	system	system	NOUN
ajst-27531	58	25	.	.	PUNCT
ajst-27531	59	1	it	it	PRON
ajst-27531	59	2	includes	include	VERB
ajst-27531	59	3	production	production	NOUN
ajst-27531	59	4	monitoring	monitoring	NOUN
ajst-27531	59	5	module	module	NOUN
ajst-27531	59	6	,	,	PUNCT
ajst-27531	59	7	forecast	forecast	NOUN
ajst-27531	59	8	maintenance	maintenance	NOUN
ajst-27531	59	9	module	module	NOUN
ajst-27531	59	10	,	,	PUNCT
ajst-27531	59	11	resource	resource	NOUN
ajst-27531	59	12	allocation	allocation	NOUN
ajst-27531	59	13	optimization	optimization	NOUN
ajst-27531	59	14	module	module	NOUN
ajst-27531	59	15	and	and	CCONJ
ajst-27531	59	16	quality	quality	NOUN
ajst-27531	59	17	control	control	NOUN
ajst-27531	59	18	module	module	NOUN
ajst-27531	59	19	,	,	PUNCT
ajst-27531	59	20	as	as	SCONJ
ajst-27531	59	21	shown	show	VERB
ajst-27531	59	22	in	in	ADP
ajst-27531	59	23	table	table	NOUN
ajst-27531	59	24	2	2	NUM
ajst-27531	59	25	:	:	PUNCT
ajst-27531	59	26	table	table	NOUN
ajst-27531	59	27	2	2	NUM
ajst-27531	59	28	.	.	PUNCT
ajst-27531	59	29	core	core	ADJ
ajst-27531	59	30	functional	functional	ADJ
ajst-27531	59	31	modules	module	NOUN
ajst-27531	59	32	of	of	ADP
ajst-27531	59	33	intelligent	intelligent	ADJ
ajst-27531	59	34	dss	dss	NOUN
ajst-27531	59	35	functional	functional	ADJ
ajst-27531	59	36	module	module	NOUN
ajst-27531	59	37	name	name	NOUN
ajst-27531	59	38	module	module	NOUN
ajst-27531	59	39	description	description	NOUN
ajst-27531	59	40	production	production	NOUN
ajst-27531	59	41	monitoring	monitoring	NOUN
ajst-27531	59	42	module	module	NOUN
ajst-27531	59	43	real	real	ADJ
ajst-27531	59	44	-	-	PUNCT
ajst-27531	59	45	time	time	NOUN
ajst-27531	59	46	monitoring	monitoring	NOUN
ajst-27531	59	47	of	of	ADP
ajst-27531	59	48	key	key	ADJ
ajst-27531	59	49	indicators	indicator	NOUN
ajst-27531	59	50	during	during	ADP
ajst-27531	59	51	the	the	DET
ajst-27531	59	52	production	production	NOUN
ajst-27531	59	53	process	process	NOUN
ajst-27531	59	54	,	,	PUNCT
ajst-27531	59	55	such	such	ADJ
ajst-27531	59	56	as	as	ADP
ajst-27531	59	57	equipment	equipment	NOUN
ajst-27531	59	58	status	status	NOUN
ajst-27531	59	59	,	,	PUNCT
ajst-27531	59	60	production	production	NOUN
ajst-27531	59	61	progress	progress	NOUN
ajst-27531	59	62	,	,	PUNCT
ajst-27531	59	63	output	output	NOUN
ajst-27531	59	64	,	,	PUNCT
ajst-27531	59	65	etc	etc	X
ajst-27531	59	66	.	.	X
ajst-27531	59	67	,	,	PUNCT
ajst-27531	59	68	to	to	PART
ajst-27531	59	69	ensure	ensure	VERB
ajst-27531	59	70	smooth	smooth	ADJ
ajst-27531	59	71	production	production	NOUN
ajst-27531	59	72	activities	activity	NOUN
ajst-27531	59	73	,	,	PUNCT
ajst-27531	59	74	promptly	promptly	ADV
ajst-27531	59	75	identify	identify	VERB
ajst-27531	59	76	and	and	CCONJ
ajst-27531	59	77	address	address	VERB
ajst-27531	59	78	potential	potential	ADJ
ajst-27531	59	79	issues	issue	NOUN
ajst-27531	59	80	.	.	PUNCT
ajst-27531	60	1	predictive	predictive	ADJ
ajst-27531	60	2	maintenance	maintenance	NOUN
ajst-27531	60	3	module	module	NOUN
ajst-27531	60	4	utilizing	utilize	VERB
ajst-27531	60	5	machine	machine	NOUN
ajst-27531	60	6	learning	learn	VERB
ajst-27531	60	7	algorithms	algorithm	NOUN
ajst-27531	60	8	and	and	CCONJ
ajst-27531	60	9	big	big	ADJ
ajst-27531	60	10	data	datum	NOUN
ajst-27531	60	11	analysis	analysis	NOUN
ajst-27531	60	12	techniques	technique	NOUN
ajst-27531	60	13	to	to	PART
ajst-27531	60	14	predict	predict	VERB
ajst-27531	60	15	the	the	DET
ajst-27531	60	16	likelihood	likelihood	NOUN
ajst-27531	60	17	and	and	CCONJ
ajst-27531	60	18	timing	timing	NOUN
ajst-27531	60	19	of	of	ADP
ajst-27531	60	20	equipment	equipment	NOUN
ajst-27531	60	21	failures	failure	NOUN
ajst-27531	60	22	,	,	PUNCT
ajst-27531	60	23	develop	develop	VERB
ajst-27531	60	24	maintenance	maintenance	NOUN
ajst-27531	60	25	plans	plan	NOUN
ajst-27531	60	26	ahead	ahead	ADV
ajst-27531	60	27	of	of	ADP
ajst-27531	60	28	time	time	NOUN
ajst-27531	60	29	,	,	PUNCT
ajst-27531	60	30	reduce	reduce	VERB
ajst-27531	60	31	equipment	equipment	NOUN
ajst-27531	60	32	downtime	downtime	NOUN
ajst-27531	60	33	,	,	PUNCT
ajst-27531	60	34	and	and	CCONJ
ajst-27531	60	35	improve	improve	VERB
ajst-27531	60	36	equipment	equipment	NOUN
ajst-27531	60	37	utilization	utilization	NOUN
ajst-27531	60	38	.	.	PUNCT
ajst-27531	61	1	resource	resource	NOUN
ajst-27531	61	2	allocation	allocation	NOUN
ajst-27531	61	3	optimization	optimization	NOUN
ajst-27531	61	4	module	module	NOUN
ajst-27531	61	5	based	base	VERB
ajst-27531	61	6	on	on	ADP
ajst-27531	61	7	multi	multi	ADJ
ajst-27531	61	8	-	-	ADJ
ajst-27531	61	9	dimensional	dimensional	ADJ
ajst-27531	61	10	information	information	NOUN
ajst-27531	61	11	such	such	ADJ
ajst-27531	61	12	as	as	ADP
ajst-27531	61	13	production	production	NOUN
ajst-27531	61	14	demands	demand	NOUN
ajst-27531	61	15	,	,	PUNCT
ajst-27531	61	16	equipment	equipment	NOUN
ajst-27531	61	17	conditions	condition	NOUN
ajst-27531	61	18	,	,	PUNCT
ajst-27531	61	19	personnel	personnel	NOUN
ajst-27531	61	20	allocation	allocation	NOUN
ajst-27531	61	21	,	,	PUNCT
ajst-27531	61	22	etc	etc	X
ajst-27531	61	23	.	.	X
ajst-27531	61	24	,	,	PUNCT
ajst-27531	61	25	employing	employ	VERB
ajst-27531	61	26	optimization	optimization	NOUN
ajst-27531	61	27	algorithms	algorithm	NOUN
ajst-27531	61	28	to	to	PART
ajst-27531	61	29	allocate	allocate	VERB
ajst-27531	61	30	resources	resource	NOUN
ajst-27531	61	31	reasonably	reasonably	ADV
ajst-27531	61	32	,	,	PUNCT
ajst-27531	61	33	enhance	enhance	VERB
ajst-27531	61	34	production	production	NOUN
ajst-27531	61	35	efficiency	efficiency	NOUN
ajst-27531	61	36	,	,	PUNCT
ajst-27531	61	37	and	and	CCONJ
ajst-27531	61	38	reduce	reduce	VERB
ajst-27531	61	39	production	production	NOUN
ajst-27531	61	40	costs	cost	NOUN
ajst-27531	61	41	.	.	PUNCT
ajst-27531	62	1	quality	quality	NOUN
ajst-27531	62	2	control	control	NOUN
ajst-27531	62	3	module	module	NOUN
ajst-27531	62	4	comprehensive	comprehensive	ADJ
ajst-27531	62	5	monitoring	monitoring	NOUN
ajst-27531	62	6	of	of	ADP
ajst-27531	62	7	product	product	NOUN
ajst-27531	62	8	quality	quality	NOUN
ajst-27531	62	9	during	during	ADP
ajst-27531	62	10	the	the	DET
ajst-27531	62	11	production	production	NOUN
ajst-27531	62	12	process	process	NOUN
ajst-27531	62	13	,	,	PUNCT
ajst-27531	62	14	using	use	VERB
ajst-27531	62	15	data	datum	NOUN
ajst-27531	62	16	analysis	analysis	NOUN
ajst-27531	62	17	to	to	PART
ajst-27531	62	18	promptly	promptly	ADV
ajst-27531	62	19	detect	detect	VERB
ajst-27531	62	20	quality	quality	NOUN
ajst-27531	62	21	issues	issue	NOUN
ajst-27531	62	22	,	,	PUNCT
ajst-27531	62	23	trace	trace	VERB
ajst-27531	62	24	the	the	DET
ajst-27531	62	25	source	source	NOUN
ajst-27531	62	26	of	of	ADP
ajst-27531	62	27	problems	problem	NOUN
ajst-27531	62	28	,	,	PUNCT
ajst-27531	62	29	and	and	CCONJ
ajst-27531	62	30	take	take	VERB
ajst-27531	62	31	effective	effective	ADJ
ajst-27531	62	32	measures	measure	NOUN
ajst-27531	62	33	for	for	ADP
ajst-27531	62	34	improvement	improvement	NOUN
ajst-27531	62	35	to	to	PART
ajst-27531	62	36	ensure	ensure	VERB
ajst-27531	62	37	stable	stable	ADJ
ajst-27531	62	38	and	and	CCONJ
ajst-27531	62	39	reliable	reliable	ADJ
ajst-27531	62	40	product	product	NOUN
ajst-27531	62	41	quality	quality	NOUN
ajst-27531	62	42	.	.	PUNCT
ajst-27531	63	1	these	these	DET
ajst-27531	63	2	functional	functional	ADJ
ajst-27531	63	3	modules	module	NOUN
ajst-27531	63	4	in	in	ADP
ajst-27531	63	5	table	table	NOUN
ajst-27531	63	6	2	2	NUM
ajst-27531	63	7	cooperate	cooperate	VERB
ajst-27531	63	8	with	with	ADP
ajst-27531	63	9	each	each	DET
ajst-27531	63	10	other	other	ADJ
ajst-27531	63	11	to	to	PART
ajst-27531	63	12	form	form	VERB
ajst-27531	63	13	the	the	DET
ajst-27531	63	14	core	core	ADJ
ajst-27531	63	15	part	part	NOUN
ajst-27531	63	16	of	of	ADP
ajst-27531	63	17	intelligent	intelligent	ADJ
ajst-27531	63	18	dss	dss	NOUN
ajst-27531	63	19	.	.	PUNCT
ajst-27531	64	1	this	this	PRON
ajst-27531	64	2	provides	provide	VERB
ajst-27531	64	3	all	all	PRON
ajst-27531	64	4	-	-	PUNCT
ajst-27531	64	5	round	round	NOUN
ajst-27531	64	6	support	support	NOUN
ajst-27531	64	7	for	for	ADP
ajst-27531	64	8	the	the	DET
ajst-27531	64	9	production	production	NOUN
ajst-27531	64	10	decision	decision	NOUN
ajst-27531	64	11	-	-	PUNCT
ajst-27531	64	12	making	making	NOUN
ajst-27531	64	13	of	of	ADP
ajst-27531	64	14	enterprises	enterprise	NOUN
ajst-27531	64	15	.	.	PUNCT
ajst-27531	65	1	3.4	3.4	NUM
ajst-27531	65	2	.	.	PUNCT
ajst-27531	65	3	user	user	NOUN
ajst-27531	65	4	interface	interface	PROPN
ajst-27531	65	5	and	and	CCONJ
ajst-27531	65	6	interaction	interaction	NOUN
ajst-27531	65	7	design	design	NOUN
ajst-27531	65	8	user	user	NOUN
ajst-27531	65	9	interface	interface	NOUN
ajst-27531	65	10	and	and	CCONJ
ajst-27531	65	11	interactive	interactive	ADJ
ajst-27531	65	12	design	design	NOUN
ajst-27531	65	13	are	be	AUX
ajst-27531	65	14	the	the	DET
ajst-27531	65	15	bridge	bridge	NOUN
ajst-27531	65	16	between	between	ADP
ajst-27531	65	17	intelligent	intelligent	ADJ
ajst-27531	65	18	dss	dss	NOUN
ajst-27531	65	19	and	and	CCONJ
ajst-27531	65	20	users	user	NOUN
ajst-27531	65	21	.	.	PUNCT
ajst-27531	66	1	this	this	DET
ajst-27531	66	2	article	article	NOUN
ajst-27531	66	3	pays	pay	VERB
ajst-27531	66	4	attention	attention	NOUN
ajst-27531	66	5	to	to	ADP
ajst-27531	66	6	the	the	DET
ajst-27531	66	7	friendliness	friendliness	NOUN
ajst-27531	66	8	and	and	CCONJ
ajst-27531	66	9	ease	ease	NOUN
ajst-27531	66	10	of	of	ADP
ajst-27531	66	11	use	use	NOUN
ajst-27531	66	12	of	of	ADP
ajst-27531	66	13	the	the	DET
ajst-27531	66	14	interface	interface	NOUN
ajst-27531	66	15	,	,	PUNCT
ajst-27531	66	16	and	and	CCONJ
ajst-27531	66	17	adopts	adopt	VERB
ajst-27531	66	18	an	an	DET
ajst-27531	66	19	intuitive	intuitive	ADJ
ajst-27531	66	20	graphical	graphical	ADJ
ajst-27531	66	21	interface	interface	NOUN
ajst-27531	66	22	and	and	CCONJ
ajst-27531	66	23	simple	simple	ADJ
ajst-27531	66	24	operation	operation	NOUN
ajst-27531	66	25	process	process	NOUN
ajst-27531	66	26	to	to	PART
ajst-27531	66	27	reduce	reduce	VERB
ajst-27531	66	28	the	the	DET
ajst-27531	66	29	learning	learning	NOUN
ajst-27531	66	30	cost	cost	NOUN
ajst-27531	66	31	of	of	ADP
ajst-27531	66	32	users	user	NOUN
ajst-27531	66	33	.	.	PUNCT
ajst-27531	67	1	at	at	ADP
ajst-27531	67	2	the	the	DET
ajst-27531	67	3	same	same	ADJ
ajst-27531	67	4	time	time	NOUN
ajst-27531	67	5	,	,	PUNCT
ajst-27531	67	6	it	it	PRON
ajst-27531	67	7	also	also	ADV
ajst-27531	67	8	designed	design	VERB
ajst-27531	67	9	a	a	DET
ajst-27531	67	10	wealth	wealth	NOUN
ajst-27531	67	11	of	of	ADP
ajst-27531	67	12	interactive	interactive	ADJ
ajst-27531	67	13	ways	way	NOUN
ajst-27531	67	14	.	.	PUNCT
ajst-27531	68	1	this	this	PRON
ajst-27531	68	2	includes	include	VERB
ajst-27531	68	3	voice	voice	NOUN
ajst-27531	68	4	interaction	interaction	NOUN
ajst-27531	68	5	,	,	PUNCT
ajst-27531	68	6	gesture	gesture	NOUN
ajst-27531	68	7	interaction	interaction	NOUN
ajst-27531	68	8	,	,	PUNCT
ajst-27531	68	9	etc	etc	X
ajst-27531	68	10	.	.	X
ajst-27531	68	11	to	to	PART
ajst-27531	68	12	meet	meet	VERB
ajst-27531	68	13	the	the	DET
ajst-27531	68	14	usage	usage	NOUN
ajst-27531	68	15	habits	habit	NOUN
ajst-27531	68	16	of	of	ADP
ajst-27531	68	17	different	different	ADJ
ajst-27531	68	18	users	user	NOUN
ajst-27531	68	19	.	.	PUNCT
ajst-27531	69	1	in	in	ADP
ajst-27531	69	2	the	the	DET
ajst-27531	69	3	interface	interface	NOUN
ajst-27531	69	4	layout	layout	NOUN
ajst-27531	69	5	,	,	PUNCT
ajst-27531	69	6	the	the	DET
ajst-27531	69	7	system	system	NOUN
ajst-27531	69	8	follows	follow	VERB
ajst-27531	69	9	the	the	DET
ajst-27531	69	10	principle	principle	NOUN
ajst-27531	69	11	of	of	ADP
ajst-27531	69	12	clear	clear	ADJ
ajst-27531	69	13	information	information	NOUN
ajst-27531	69	14	and	and	CCONJ
ajst-27531	69	15	convenient	convenient	ADJ
ajst-27531	69	16	operation	operation	NOUN
ajst-27531	69	17	,	,	PUNCT
ajst-27531	69	18	and	and	CCONJ
ajst-27531	69	19	puts	put	VERB
ajst-27531	69	20	important	important	ADJ
ajst-27531	69	21	information	information	NOUN
ajst-27531	69	22	and	and	CCONJ
ajst-27531	69	23	functions	function	NOUN
ajst-27531	69	24	in	in	ADP
ajst-27531	69	25	a	a	DET
ajst-27531	69	26	conspicuous	conspicuous	ADJ
ajst-27531	69	27	position	position	NOUN
ajst-27531	69	28	for	for	SCONJ
ajst-27531	69	29	users	user	NOUN
ajst-27531	69	30	to	to	PART
ajst-27531	69	31	find	find	VERB
ajst-27531	69	32	and	and	CCONJ
ajst-27531	69	33	use	use	VERB
ajst-27531	69	34	quickly	quickly	ADV
ajst-27531	69	35	.	.	PUNCT
ajst-27531	70	1	the	the	DET
ajst-27531	70	2	system	system	NOUN
ajst-27531	70	3	also	also	ADV
ajst-27531	70	4	provides	provide	VERB
ajst-27531	70	5	personalized	personalized	ADJ
ajst-27531	70	6	setting	set	VERB
ajst-27531	70	7	options	option	NOUN
ajst-27531	70	8	,	,	PUNCT
ajst-27531	70	9	allowing	allow	VERB
ajst-27531	70	10	users	user	NOUN
ajst-27531	70	11	to	to	PART
ajst-27531	70	12	customize	customize	VERB
ajst-27531	70	13	the	the	DET
ajst-27531	70	14	interface	interface	NOUN
ajst-27531	70	15	style	style	NOUN
ajst-27531	70	16	and	and	CCONJ
ajst-27531	70	17	functional	functional	ADJ
ajst-27531	70	18	layout	layout	NOUN
ajst-27531	70	19	according	accord	VERB
ajst-27531	70	20	to	to	ADP
ajst-27531	70	21	their	their	PRON
ajst-27531	70	22	own	own	ADJ
ajst-27531	70	23	needs	need	NOUN
ajst-27531	70	24	.	.	PUNCT
ajst-27531	71	1	4	4	X
ajst-27531	71	2	.	.	X
ajst-27531	71	3	system	system	NOUN
ajst-27531	71	4	implementation	implementation	NOUN
ajst-27531	71	5	and	and	CCONJ
ajst-27531	71	6	case	case	NOUN
ajst-27531	71	7	analysis	analysis	NOUN
ajst-27531	71	8	4.1	4.1	NUM
ajst-27531	71	9	.	.	PUNCT
ajst-27531	72	1	system	system	NOUN
ajst-27531	72	2	implementation	implementation	NOUN
ajst-27531	72	3	strategy	strategy	NOUN
ajst-27531	72	4	system	system	NOUN
ajst-27531	72	5	implementation	implementation	NOUN
ajst-27531	72	6	is	be	AUX
ajst-27531	72	7	the	the	DET
ajst-27531	72	8	key	key	ADJ
ajst-27531	72	9	step	step	NOUN
ajst-27531	72	10	of	of	ADP
ajst-27531	72	11	intelligent	intelligent	ADJ
ajst-27531	72	12	dss	dss	NOUN
ajst-27531	72	13	from	from	ADP
ajst-27531	72	14	theory	theory	NOUN
ajst-27531	72	15	to	to	ADP
ajst-27531	72	16	practice	practice	NOUN
ajst-27531	72	17	.	.	PUNCT
ajst-27531	73	1	this	this	DET
ajst-27531	73	2	article	article	NOUN
ajst-27531	73	3	adopts	adopt	VERB
ajst-27531	73	4	a	a	DET
ajst-27531	73	5	phased	phased	ADJ
ajst-27531	73	6	and	and	CCONJ
ajst-27531	73	7	stepby	stepby	ADJ
ajst-27531	73	8	-	-	PUNCT
ajst-27531	73	9	step	step	NOUN
ajst-27531	73	10	implementation	implementation	NOUN
ajst-27531	73	11	strategy	strategy	NOUN
ajst-27531	73	12	to	to	PART
ajst-27531	73	13	ensure	ensure	VERB
ajst-27531	73	14	the	the	DET
ajst-27531	73	15	smooth	smooth	ADJ
ajst-27531	73	16	transition	transition	NOUN
ajst-27531	73	17	and	and	CCONJ
ajst-27531	73	18	effective	effective	ADJ
ajst-27531	73	19	application	application	NOUN
ajst-27531	73	20	of	of	ADP
ajst-27531	73	21	the	the	DET
ajst-27531	73	22	system	system	NOUN
ajst-27531	73	23	.	.	PUNCT
ajst-27531	74	1	first	first	ADV
ajst-27531	74	2	of	of	ADP
ajst-27531	74	3	all	all	PRON
ajst-27531	74	4	,	,	PUNCT
ajst-27531	74	5	communicate	communicate	VERB
ajst-27531	74	6	with	with	ADP
ajst-27531	74	7	enterprises	enterprise	NOUN
ajst-27531	74	8	in	in	ADP
ajst-27531	74	9	depth	depth	NOUN
ajst-27531	74	10	,	,	PUNCT
ajst-27531	74	11	make	make	VERB
ajst-27531	74	12	clear	clear	ADJ
ajst-27531	74	13	their	their	PRON
ajst-27531	74	14	actual	actual	ADJ
ajst-27531	74	15	needs	need	NOUN
ajst-27531	74	16	and	and	CCONJ
ajst-27531	74	17	expectations	expectation	NOUN
ajst-27531	74	18	,	,	PUNCT
ajst-27531	74	19	and	and	CCONJ
ajst-27531	74	20	make	make	VERB
ajst-27531	74	21	detailed	detailed	ADJ
ajst-27531	74	22	implementation	implementation	NOUN
ajst-27531	74	23	plans	plan	NOUN
ajst-27531	74	24	.	.	PUNCT
ajst-27531	75	1	then	then	ADV
ajst-27531	75	2	,	,	PUNCT
ajst-27531	75	3	install	install	VERB
ajst-27531	75	4	and	and	CCONJ
ajst-27531	75	5	configure	configure	VERB
ajst-27531	75	6	the	the	DET
ajst-27531	75	7	system	system	NOUN
ajst-27531	75	8	to	to	PART
ajst-27531	75	9	ensure	ensure	VERB
ajst-27531	75	10	that	that	SCONJ
ajst-27531	75	11	all	all	DET
ajst-27531	75	12	functional	functional	ADJ
ajst-27531	75	13	modules	module	NOUN
ajst-27531	75	14	can	can	AUX
ajst-27531	75	15	run	run	VERB
ajst-27531	75	16	normally	normally	ADV
ajst-27531	75	17	.	.	PUNCT
ajst-27531	76	1	then	then	ADV
ajst-27531	76	2	,	,	PUNCT
ajst-27531	76	3	organize	organize	VERB
ajst-27531	76	4	enterprise	enterprise	NOUN
ajst-27531	76	5	employees	employee	NOUN
ajst-27531	76	6	to	to	PART
ajst-27531	76	7	carry	carry	VERB
ajst-27531	76	8	out	out	ADP
ajst-27531	76	9	systematic	systematic	ADJ
ajst-27531	76	10	training	training	NOUN
ajst-27531	76	11	to	to	PART
ajst-27531	76	12	improve	improve	VERB
ajst-27531	76	13	their	their	PRON
ajst-27531	76	14	understanding	understanding	NOUN
ajst-27531	76	15	and	and	CCONJ
ajst-27531	76	16	ability	ability	NOUN
ajst-27531	76	17	to	to	PART
ajst-27531	76	18	use	use	VERB
ajst-27531	76	19	the	the	DET
ajst-27531	76	20	system	system	NOUN
ajst-27531	76	21	.	.	PUNCT
ajst-27531	77	1	finally	finally	ADV
ajst-27531	77	2	,	,	PUNCT
ajst-27531	77	3	gradually	gradually	ADV
ajst-27531	77	4	put	put	VERB
ajst-27531	77	5	the	the	DET
ajst-27531	77	6	system	system	NOUN
ajst-27531	77	7	into	into	ADP
ajst-27531	77	8	the	the	DET
ajst-27531	77	9	actual	actual	ADJ
ajst-27531	77	10	production	production	NOUN
ajst-27531	77	11	environment	environment	NOUN
ajst-27531	77	12	,	,	PUNCT
ajst-27531	77	13	through	through	ADP
ajst-27531	77	14	real	real	ADJ
ajst-27531	77	15	-	-	PUNCT
ajst-27531	77	16	time	time	NOUN
ajst-27531	77	17	monitoring	monitoring	NOUN
ajst-27531	77	18	and	and	CCONJ
ajst-27531	77	19	feedback	feedback	NOUN
ajst-27531	77	20	,	,	PUNCT
ajst-27531	77	21	timely	timely	ADJ
ajst-27531	77	22	adjustment	adjustment	NOUN
ajst-27531	77	23	and	and	CCONJ
ajst-27531	77	24	optimization	optimization	NOUN
ajst-27531	77	25	,	,	PUNCT
ajst-27531	77	26	to	to	PART
ajst-27531	77	27	ensure	ensure	VERB
ajst-27531	77	28	that	that	SCONJ
ajst-27531	77	29	the	the	DET
ajst-27531	77	30	system	system	NOUN
ajst-27531	77	31	can	can	AUX
ajst-27531	77	32	provide	provide	VERB
ajst-27531	77	33	stable	stable	ADJ
ajst-27531	77	34	support	support	NOUN
ajst-27531	77	35	for	for	ADP
ajst-27531	77	36	enterprise	enterprise	NOUN
ajst-27531	77	37	production	production	NOUN
ajst-27531	77	38	decisions	decision	NOUN
ajst-27531	77	39	.	.	PUNCT
ajst-27531	78	1	199	199	NUM
ajst-27531	78	2	4.2	4.2	NUM
ajst-27531	78	3	.	.	PUNCT
ajst-27531	79	1	case	case	NOUN
ajst-27531	79	2	study	study	NOUN
ajst-27531	79	3	taking	take	VERB
ajst-27531	79	4	a	a	DET
ajst-27531	79	5	well	well	ADV
ajst-27531	79	6	-	-	PUNCT
ajst-27531	79	7	known	know	VERB
ajst-27531	79	8	machinery	machinery	NOUN
ajst-27531	79	9	manufacturing	manufacturing	NOUN
ajst-27531	79	10	enterprise	enterprise	NOUN
ajst-27531	79	11	as	as	ADP
ajst-27531	79	12	an	an	DET
ajst-27531	79	13	example	example	NOUN
ajst-27531	79	14	,	,	PUNCT
ajst-27531	79	15	the	the	DET
ajst-27531	79	16	enterprise	enterprise	NOUN
ajst-27531	79	17	is	be	AUX
ajst-27531	79	18	faced	face	VERB
ajst-27531	79	19	with	with	ADP
ajst-27531	79	20	problems	problem	NOUN
ajst-27531	79	21	such	such	ADJ
ajst-27531	79	22	as	as	ADP
ajst-27531	79	23	low	low	ADJ
ajst-27531	79	24	production	production	NOUN
ajst-27531	79	25	efficiency	efficiency	NOUN
ajst-27531	79	26	,	,	PUNCT
ajst-27531	79	27	high	high	ADJ
ajst-27531	79	28	equipment	equipment	NOUN
ajst-27531	79	29	maintenance	maintenance	NOUN
ajst-27531	79	30	cost	cost	NOUN
ajst-27531	79	31	and	and	CCONJ
ajst-27531	79	32	insufficient	insufficient	ADJ
ajst-27531	79	33	decision	decision	NOUN
ajst-27531	79	34	-	-	PUNCT
ajst-27531	79	35	making	making	NOUN
ajst-27531	79	36	basis	basis	NOUN
ajst-27531	79	37	in	in	ADP
ajst-27531	79	38	the	the	DET
ajst-27531	79	39	production	production	NOUN
ajst-27531	79	40	process	process	NOUN
ajst-27531	79	41	.	.	PUNCT
ajst-27531	80	1	in	in	ADP
ajst-27531	80	2	order	order	NOUN
ajst-27531	80	3	to	to	PART
ajst-27531	80	4	improve	improve	VERB
ajst-27531	80	5	this	this	DET
ajst-27531	80	6	situation	situation	NOUN
ajst-27531	80	7	,	,	PUNCT
ajst-27531	80	8	intelligent	intelligent	ADJ
ajst-27531	80	9	dss	dss	NOUN
ajst-27531	80	10	is	be	AUX
ajst-27531	80	11	deployed	deploy	VERB
ajst-27531	80	12	.	.	PUNCT
ajst-27531	81	1	after	after	SCONJ
ajst-27531	81	2	the	the	DET
ajst-27531	81	3	system	system	NOUN
ajst-27531	81	4	is	be	AUX
ajst-27531	81	5	deployed	deploy	VERB
ajst-27531	81	6	,	,	PUNCT
ajst-27531	81	7	enterprises	enterprise	NOUN
ajst-27531	81	8	can	can	AUX
ajst-27531	81	9	accurately	accurately	ADV
ajst-27531	81	10	grasp	grasp	VERB
ajst-27531	81	11	the	the	DET
ajst-27531	81	12	production	production	NOUN
ajst-27531	81	13	situation	situation	NOUN
ajst-27531	81	14	and	and	CCONJ
ajst-27531	81	15	find	find	VERB
ajst-27531	81	16	and	and	CCONJ
ajst-27531	81	17	solve	solve	VERB
ajst-27531	81	18	the	the	DET
ajst-27531	81	19	production	production	NOUN
ajst-27531	81	20	bottleneck	bottleneck	NOUN
ajst-27531	81	21	in	in	ADP
ajst-27531	81	22	time	time	NOUN
ajst-27531	81	23	by	by	ADP
ajst-27531	81	24	collecting	collect	VERB
ajst-27531	81	25	all	all	DET
ajst-27531	81	26	kinds	kind	NOUN
ajst-27531	81	27	of	of	ADP
ajst-27531	81	28	data	datum	NOUN
ajst-27531	81	29	on	on	ADP
ajst-27531	81	30	the	the	DET
ajst-27531	81	31	production	production	NOUN
ajst-27531	81	32	line	line	NOUN
ajst-27531	81	33	in	in	ADP
ajst-27531	81	34	real	real	ADJ
ajst-27531	81	35	time	time	NOUN
ajst-27531	81	36	and	and	CCONJ
ajst-27531	81	37	using	use	VERB
ajst-27531	81	38	big	big	ADJ
ajst-27531	81	39	data	datum	NOUN
ajst-27531	81	40	analysis	analysis	NOUN
ajst-27531	81	41	technology	technology	NOUN
ajst-27531	81	42	for	for	ADP
ajst-27531	81	43	in	in	ADP
ajst-27531	81	44	-	-	PUNCT
ajst-27531	81	45	depth	depth	NOUN
ajst-27531	81	46	mining	mining	NOUN
ajst-27531	81	47	.	.	PUNCT
ajst-27531	82	1	the	the	DET
ajst-27531	82	2	effective	effective	ADJ
ajst-27531	82	3	application	application	NOUN
ajst-27531	82	4	of	of	ADP
ajst-27531	82	5	predictive	predictive	ADJ
ajst-27531	82	6	maintenance	maintenance	NOUN
ajst-27531	82	7	module	module	NOUN
ajst-27531	82	8	greatly	greatly	ADV
ajst-27531	82	9	reduces	reduce	VERB
ajst-27531	82	10	the	the	DET
ajst-27531	82	11	equipment	equipment	NOUN
ajst-27531	82	12	failure	failure	NOUN
ajst-27531	82	13	rate	rate	NOUN
ajst-27531	82	14	and	and	CCONJ
ajst-27531	82	15	the	the	DET
ajst-27531	82	16	maintenance	maintenance	NOUN
ajst-27531	82	17	cost	cost	NOUN
ajst-27531	82	18	.	.	PUNCT
ajst-27531	83	1	the	the	DET
ajst-27531	83	2	optimized	optimize	VERB
ajst-27531	83	3	decision	decision	NOUN
ajst-27531	83	4	-	-	PUNCT
ajst-27531	83	5	making	make	VERB
ajst-27531	83	6	suggestions	suggestion	NOUN
ajst-27531	83	7	provided	provide	VERB
ajst-27531	83	8	by	by	ADP
ajst-27531	83	9	the	the	DET
ajst-27531	83	10	system	system	NOUN
ajst-27531	83	11	,	,	PUNCT
ajst-27531	83	12	such	such	ADJ
ajst-27531	83	13	as	as	ADP
ajst-27531	83	14	resource	resource	NOUN
ajst-27531	83	15	allocation	allocation	NOUN
ajst-27531	83	16	scheme	scheme	NOUN
ajst-27531	83	17	and	and	CCONJ
ajst-27531	83	18	production	production	NOUN
ajst-27531	83	19	plan	plan	NOUN
ajst-27531	83	20	adjustment	adjustment	NOUN
ajst-27531	83	21	,	,	PUNCT
ajst-27531	83	22	have	have	AUX
ajst-27531	83	23	brought	bring	VERB
ajst-27531	83	24	remarkable	remarkable	ADJ
ajst-27531	83	25	economic	economic	ADJ
ajst-27531	83	26	benefits	benefit	NOUN
ajst-27531	83	27	to	to	ADP
ajst-27531	83	28	the	the	DET
ajst-27531	83	29	enterprise	enterprise	NOUN
ajst-27531	83	30	.	.	PUNCT
ajst-27531	84	1	the	the	DET
ajst-27531	84	2	specific	specific	ADJ
ajst-27531	84	3	display	display	NOUN
ajst-27531	84	4	is	be	AUX
ajst-27531	84	5	shown	show	VERB
ajst-27531	84	6	in	in	ADP
ajst-27531	84	7	table	table	NOUN
ajst-27531	84	8	3	3	NUM
ajst-27531	84	9	:	:	PUNCT
ajst-27531	84	10	table	table	NOUN
ajst-27531	84	11	3	3	NUM
ajst-27531	84	12	.	.	PUNCT
ajst-27531	84	13	statistics	statistic	NOUN
ajst-27531	84	14	table	table	NOUN
ajst-27531	84	15	of	of	ADP
ajst-27531	84	16	application	application	NOUN
ajst-27531	84	17	effects	effect	NOUN
ajst-27531	84	18	of	of	ADP
ajst-27531	84	19	intelligent	intelligent	ADJ
ajst-27531	84	20	dsss	dsss	NOUN
ajst-27531	84	21	in	in	ADP
ajst-27531	84	22	machinery	machinery	NOUN
ajst-27531	84	23	manufacturing	manufacturing	NOUN
ajst-27531	84	24	enterprises	enterprise	NOUN
ajst-27531	84	25	indicator	indicator	NOUN
ajst-27531	84	26	before	before	ADP
ajst-27531	84	27	system	system	NOUN
ajst-27531	84	28	deployment	deployment	NOUN
ajst-27531	84	29	after	after	ADP
ajst-27531	84	30	system	system	NOUN
ajst-27531	84	31	deployment	deployment	NOUN
ajst-27531	84	32	improvement	improvement	NOUN
ajst-27531	84	33	rate	rate	NOUN
ajst-27531	84	34	production	production	NOUN
ajst-27531	84	35	efficiency	efficiency	NOUN
ajst-27531	84	36	(	(	PUNCT
ajst-27531	84	37	increase	increase	VERB
ajst-27531	84	38	percentage	percentage	NOUN
ajst-27531	84	39	)	)	PUNCT
ajst-27531	84	40	baseline	baseline	NOUN
ajst-27531	84	41	(	(	PUNCT
ajst-27531	84	42	100	100	NUM
ajst-27531	84	43	%	%	NOUN
ajst-27531	84	44	)	)	PUNCT
ajst-27531	84	45	120	120	NUM
ajst-27531	84	46	%	%	NOUN
ajst-27531	84	47	+20	+20	NUM
ajst-27531	84	48	%	%	NOUN
ajst-27531	84	49	equipment	equipment	NOUN
ajst-27531	84	50	maintenance	maintenance	NOUN
ajst-27531	84	51	cost	cost	NOUN
ajst-27531	84	52	(	(	PUNCT
ajst-27531	84	53	reduction	reduction	NOUN
ajst-27531	84	54	percentage	percentage	NOUN
ajst-27531	84	55	)	)	PUNCT
ajst-27531	84	56	baseline	baseline	NOUN
ajst-27531	84	57	(	(	PUNCT
ajst-27531	84	58	100	100	NUM
ajst-27531	84	59	%	%	NOUN
ajst-27531	84	60	)	)	PUNCT
ajst-27531	84	61	85	85	NUM
ajst-27531	84	62	%	%	NOUN
ajst-27531	84	63	-15	-15	NUM
ajst-27531	84	64	%	%	NOUN
ajst-27531	84	65	decision	decision	NOUN
ajst-27531	84	66	-	-	PUNCT
ajst-27531	84	67	making	make	VERB
ajst-27531	84	68	time	time	NOUN
ajst-27531	84	69	(	(	PUNCT
ajst-27531	84	70	reduction	reduction	NOUN
ajst-27531	84	71	ratio	ratio	NOUN
ajst-27531	84	72	)	)	PUNCT
ajst-27531	84	73	average	average	ADJ
ajst-27531	84	74	time	time	NOUN
ajst-27531	84	75	:	:	PUNCT
ajst-27531	84	76	5	5	NUM
ajst-27531	84	77	days	day	NOUN
ajst-27531	84	78	average	average	ADJ
ajst-27531	84	79	time	time	NOUN
ajst-27531	84	80	:	:	PUNCT
ajst-27531	84	81	2	2	NUM
ajst-27531	84	82	days	day	NOUN
ajst-27531	84	83	reduced	reduce	VERB
ajst-27531	84	84	to	to	ADP
ajst-27531	84	85	40	40	NUM
ajst-27531	84	86	%	%	NOUN
ajst-27531	84	87	of	of	ADP
ajst-27531	84	88	original	original	NOUN
ajst-27531	84	89	before	before	ADP
ajst-27531	84	90	the	the	DET
ajst-27531	84	91	system	system	NOUN
ajst-27531	84	92	deployment	deployment	NOUN
ajst-27531	84	93	,	,	PUNCT
ajst-27531	84	94	the	the	DET
ajst-27531	84	95	production	production	NOUN
ajst-27531	84	96	efficiency	efficiency	NOUN
ajst-27531	84	97	of	of	ADP
ajst-27531	84	98	the	the	DET
ajst-27531	84	99	enterprise	enterprise	NOUN
ajst-27531	84	100	was	be	AUX
ajst-27531	84	101	100	100	NUM
ajst-27531	84	102	%	%	NOUN
ajst-27531	84	103	of	of	ADP
ajst-27531	84	104	the	the	DET
ajst-27531	84	105	benchmark	benchmark	NOUN
ajst-27531	84	106	value	value	NOUN
ajst-27531	84	107	,	,	PUNCT
ajst-27531	84	108	and	and	CCONJ
ajst-27531	84	109	after	after	ADP
ajst-27531	84	110	the	the	DET
ajst-27531	84	111	system	system	NOUN
ajst-27531	84	112	deployment	deployment	NOUN
ajst-27531	84	113	,	,	PUNCT
ajst-27531	84	114	the	the	DET
ajst-27531	84	115	production	production	NOUN
ajst-27531	84	116	efficiency	efficiency	NOUN
ajst-27531	84	117	increased	increase	VERB
ajst-27531	84	118	to	to	ADP
ajst-27531	84	119	120	120	NUM
ajst-27531	84	120	%	%	NOUN
ajst-27531	84	121	,	,	PUNCT
ajst-27531	84	122	that	that	ADV
ajst-27531	84	123	is	is	ADV
ajst-27531	84	124	,	,	PUNCT
ajst-27531	84	125	increased	increase	VERB
ajst-27531	84	126	by	by	ADP
ajst-27531	84	127	20	20	NUM
ajst-27531	84	128	%	%	NOUN
ajst-27531	84	129	.	.	PUNCT
ajst-27531	85	1	before	before	ADP
ajst-27531	85	2	system	system	NOUN
ajst-27531	85	3	deployment	deployment	NOUN
ajst-27531	85	4	,	,	PUNCT
ajst-27531	85	5	the	the	DET
ajst-27531	85	6	equipment	equipment	NOUN
ajst-27531	85	7	maintenance	maintenance	NOUN
ajst-27531	85	8	cost	cost	NOUN
ajst-27531	85	9	was	be	AUX
ajst-27531	85	10	100	100	NUM
ajst-27531	85	11	%	%	NOUN
ajst-27531	85	12	of	of	ADP
ajst-27531	85	13	the	the	DET
ajst-27531	85	14	benchmark	benchmark	NOUN
ajst-27531	85	15	value	value	NOUN
ajst-27531	85	16	,	,	PUNCT
ajst-27531	85	17	and	and	CCONJ
ajst-27531	85	18	after	after	ADP
ajst-27531	85	19	system	system	NOUN
ajst-27531	85	20	deployment	deployment	NOUN
ajst-27531	85	21	,	,	PUNCT
ajst-27531	85	22	the	the	DET
ajst-27531	85	23	maintenance	maintenance	NOUN
ajst-27531	85	24	cost	cost	NOUN
ajst-27531	85	25	was	be	AUX
ajst-27531	85	26	reduced	reduce	VERB
ajst-27531	85	27	to	to	ADP
ajst-27531	85	28	85	85	NUM
ajst-27531	85	29	%	%	NOUN
ajst-27531	85	30	,	,	PUNCT
ajst-27531	85	31	that	that	ADV
ajst-27531	85	32	is	is	ADV
ajst-27531	85	33	,	,	PUNCT
ajst-27531	85	34	it	it	PRON
ajst-27531	85	35	was	be	AUX
ajst-27531	85	36	reduced	reduce	VERB
ajst-27531	85	37	by	by	ADP
ajst-27531	85	38	15	15	NUM
ajst-27531	85	39	%	%	NOUN
ajst-27531	85	40	.	.	PUNCT
ajst-27531	86	1	this	this	PRON
ajst-27531	86	2	reflects	reflect	VERB
ajst-27531	86	3	the	the	DET
ajst-27531	86	4	effective	effective	ADJ
ajst-27531	86	5	role	role	NOUN
ajst-27531	86	6	of	of	ADP
ajst-27531	86	7	predictive	predictive	ADJ
ajst-27531	86	8	maintenance	maintenance	NOUN
ajst-27531	86	9	module	module	NOUN
ajst-27531	86	10	in	in	ADP
ajst-27531	86	11	reducing	reduce	VERB
ajst-27531	86	12	equipment	equipment	NOUN
ajst-27531	86	13	failure	failure	NOUN
ajst-27531	86	14	rate	rate	NOUN
ajst-27531	86	15	and	and	CCONJ
ajst-27531	86	16	maintenance	maintenance	NOUN
ajst-27531	86	17	cost	cost	NOUN
ajst-27531	86	18	.	.	PUNCT
ajst-27531	87	1	the	the	DET
ajst-27531	87	2	average	average	ADJ
ajst-27531	87	3	decision	decision	NOUN
ajst-27531	87	4	-	-	PUNCT
ajst-27531	87	5	making	making	NOUN
ajst-27531	87	6	time	time	NOUN
ajst-27531	87	7	before	before	SCONJ
ajst-27531	87	8	system	system	NOUN
ajst-27531	87	9	deployment	deployment	NOUN
ajst-27531	87	10	is	be	AUX
ajst-27531	87	11	5	5	NUM
ajst-27531	87	12	days	day	NOUN
ajst-27531	87	13	,	,	PUNCT
ajst-27531	87	14	and	and	CCONJ
ajst-27531	87	15	it	it	PRON
ajst-27531	87	16	is	be	AUX
ajst-27531	87	17	shortened	shorten	VERB
ajst-27531	87	18	to	to	ADP
ajst-27531	87	19	2	2	NUM
ajst-27531	87	20	days	day	NOUN
ajst-27531	87	21	after	after	ADP
ajst-27531	87	22	system	system	NOUN
ajst-27531	87	23	deployment	deployment	NOUN
ajst-27531	87	24	,	,	PUNCT
ajst-27531	87	25	that	that	ADV
ajst-27531	87	26	is	is	ADV
ajst-27531	87	27	,	,	PUNCT
ajst-27531	87	28	the	the	DET
ajst-27531	87	29	decision	decision	NOUN
ajst-27531	87	30	-	-	PUNCT
ajst-27531	87	31	making	making	NOUN
ajst-27531	87	32	time	time	NOUN
ajst-27531	87	33	is	be	AUX
ajst-27531	87	34	shortened	shorten	VERB
ajst-27531	87	35	to	to	ADP
ajst-27531	87	36	40	40	NUM
ajst-27531	87	37	%	%	NOUN
ajst-27531	87	38	.	.	PUNCT
ajst-27531	88	1	this	this	PRON
ajst-27531	88	2	reflects	reflect	VERB
ajst-27531	88	3	the	the	DET
ajst-27531	88	4	advantages	advantage	NOUN
ajst-27531	88	5	of	of	ADP
ajst-27531	88	6	intelligent	intelligent	ADJ
ajst-27531	88	7	dss	dss	NOUN
ajst-27531	88	8	in	in	ADP
ajst-27531	88	9	accelerating	accelerate	VERB
ajst-27531	88	10	the	the	DET
ajst-27531	88	11	decision	decision	NOUN
ajst-27531	88	12	-	-	PUNCT
ajst-27531	88	13	making	make	VERB
ajst-27531	88	14	process	process	NOUN
ajst-27531	88	15	and	and	CCONJ
ajst-27531	88	16	improving	improve	VERB
ajst-27531	88	17	the	the	DET
ajst-27531	88	18	decision	decision	NOUN
ajst-27531	88	19	-	-	PUNCT
ajst-27531	88	20	making	make	VERB
ajst-27531	88	21	efficiency	efficiency	NOUN
ajst-27531	88	22	.	.	PUNCT
ajst-27531	89	1	4.3	4.3	NUM
ajst-27531	89	2	.	.	PUNCT
ajst-27531	89	3	performance	performance	NOUN
ajst-27531	89	4	assessment	assessment	NOUN
ajst-27531	89	5	and	and	CCONJ
ajst-27531	89	6	improvement	improvement	NOUN
ajst-27531	89	7	suggestions	suggestion	NOUN
ajst-27531	89	8	in	in	ADP
ajst-27531	89	9	order	order	NOUN
ajst-27531	89	10	to	to	PART
ajst-27531	89	11	comprehensively	comprehensively	ADV
ajst-27531	89	12	assess	assess	VERB
ajst-27531	89	13	the	the	DET
ajst-27531	89	14	performance	performance	NOUN
ajst-27531	89	15	of	of	ADP
ajst-27531	89	16	intelligent	intelligent	ADJ
ajst-27531	89	17	dss	dss	NOUN
ajst-27531	89	18	,	,	PUNCT
ajst-27531	89	19	a	a	DET
ajst-27531	89	20	variety	variety	NOUN
ajst-27531	89	21	of	of	ADP
ajst-27531	89	22	quantitative	quantitative	ADJ
ajst-27531	89	23	indicators	indicator	NOUN
ajst-27531	89	24	are	be	AUX
ajst-27531	89	25	adopted	adopt	VERB
ajst-27531	89	26	,	,	PUNCT
ajst-27531	89	27	including	include	VERB
ajst-27531	89	28	data	data	NOUN
ajst-27531	89	29	processing	processing	NOUN
ajst-27531	89	30	speed	speed	NOUN
ajst-27531	89	31	,	,	PUNCT
ajst-27531	89	32	decision	decision	NOUN
ajst-27531	89	33	accuracy	accuracy	NOUN
ajst-27531	89	34	and	and	CCONJ
ajst-27531	89	35	user	user	NOUN
ajst-27531	89	36	satisfaction	satisfaction	NOUN
ajst-27531	89	37	.	.	PUNCT
ajst-27531	90	1	the	the	DET
ajst-27531	90	2	test	test	NOUN
ajst-27531	90	3	results	result	NOUN
ajst-27531	90	4	are	be	AUX
ajst-27531	90	5	shown	show	VERB
ajst-27531	90	6	in	in	ADP
ajst-27531	90	7	table	table	NOUN
ajst-27531	90	8	4	4	NUM
ajst-27531	90	9	:	:	PUNCT
ajst-27531	90	10	table	table	NOUN
ajst-27531	90	11	4	4	NUM
ajst-27531	90	12	.	.	PUNCT
ajst-27531	90	13	performance	performance	NOUN
ajst-27531	90	14	assessment	assessment	NOUN
ajst-27531	90	15	results	result	NOUN
ajst-27531	90	16	of	of	ADP
ajst-27531	90	17	intelligent	intelligent	ADJ
ajst-27531	90	18	dss	dss	NOUN
ajst-27531	90	19	assessment	assessment	NOUN
ajst-27531	90	20	metric	metric	ADJ
ajst-27531	90	21	specific	specific	ADJ
ajst-27531	90	22	value	value	NOUN
ajst-27531	90	23	/	/	SYM
ajst-27531	90	24	description	description	NOUN
ajst-27531	90	25	data	datum	NOUN
ajst-27531	90	26	processing	processing	NOUN
ajst-27531	90	27	speed	speed	NOUN
ajst-27531	90	28	average	average	ADJ
ajst-27531	90	29	processing	processing	NOUN
ajst-27531	90	30	time	time	NOUN
ajst-27531	90	31	:	:	PUNCT
ajst-27531	90	32	<	<	X
ajst-27531	90	33	1	1	NUM
ajst-27531	90	34	second	second	ADJ
ajst-27531	90	35	(	(	PUNCT
ajst-27531	90	36	for	for	ADP
ajst-27531	90	37	large	large	ADJ
ajst-27531	90	38	datasets	dataset	NOUN
ajst-27531	90	39	)	)	PUNCT
ajst-27531	90	40	decision	decision	NOUN
ajst-27531	90	41	accuracy	accuracy	NOUN
ajst-27531	90	42	accuracy	accuracy	NOUN
ajst-27531	90	43	rate	rate	NOUN
ajst-27531	90	44	:	:	PUNCT
ajst-27531	90	45	92	92	NUM
ajst-27531	90	46	%	%	NOUN
ajst-27531	90	47	(	(	PUNCT
ajst-27531	90	48	based	base	VERB
ajst-27531	90	49	on	on	ADP
ajst-27531	90	50	historical	historical	ADJ
ajst-27531	90	51	data	datum	NOUN
ajst-27531	90	52	validation	validation	NOUN
ajst-27531	90	53	)	)	PUNCT
ajst-27531	90	54	user	user	NOUN
ajst-27531	90	55	satisfaction	satisfaction	NOUN
ajst-27531	90	56	(	(	PUNCT
ajst-27531	90	57	overall	overall	ADJ
ajst-27531	90	58	)	)	PUNCT
ajst-27531	90	59	satisfaction	satisfaction	NOUN
ajst-27531	90	60	score	score	NOUN
ajst-27531	90	61	:	:	PUNCT
ajst-27531	90	62	4.7/5	4.7/5	NUM
ajst-27531	90	63	(	(	PUNCT
ajst-27531	90	64	based	base	VERB
ajst-27531	90	65	on	on	ADP
ajst-27531	90	66	employee	employee	NOUN
ajst-27531	90	67	survey	survey	NOUN
ajst-27531	90	68	)	)	PUNCT
ajst-27531	90	69	user	user	NOUN
ajst-27531	90	70	satisfaction	satisfaction	NOUN
ajst-27531	90	71	(	(	PUNCT
ajst-27531	90	72	usability	usability	NOUN
ajst-27531	90	73	)	)	PUNCT
ajst-27531	90	74	usability	usability	NOUN
ajst-27531	90	75	score	score	NOUN
ajst-27531	90	76	:	:	PUNCT
ajst-27531	90	77	4.6/5	4.6/5	NUM
ajst-27531	90	78	user	user	NOUN
ajst-27531	90	79	satisfaction	satisfaction	NOUN
ajst-27531	90	80	(	(	PUNCT
ajst-27531	90	81	effectiveness	effectiveness	NOUN
ajst-27531	90	82	)	)	PUNCT
ajst-27531	90	83	effectiveness	effectiveness	NOUN
ajst-27531	90	84	score	score	NOUN
ajst-27531	90	85	:	:	PUNCT
ajst-27531	90	86	4.8/5	4.8/5	NUM
ajst-27531	90	87	user	user	NOUN
ajst-27531	90	88	satisfaction	satisfaction	NOUN
ajst-27531	90	89	(	(	PUNCT
ajst-27531	90	90	support	support	NOUN
ajst-27531	90	91	)	)	PUNCT
ajst-27531	90	92	support	support	NOUN
ajst-27531	90	93	score	score	NOUN
ajst-27531	90	94	:	:	PUNCT
ajst-27531	90	95	4.9/5	4.9/5	NUM
ajst-27531	90	96	(	(	PUNCT
ajst-27531	90	97	including	include	VERB
ajst-27531	90	98	technical	technical	ADJ
ajst-27531	90	99	support	support	NOUN
ajst-27531	90	100	and	and	CCONJ
ajst-27531	90	101	training	training	NOUN
ajst-27531	90	102	)	)	PUNCT
ajst-27531	90	103	after	after	ADP
ajst-27531	90	104	the	the	DET
ajst-27531	90	105	actual	actual	ADJ
ajst-27531	90	106	test	test	NOUN
ajst-27531	90	107	,	,	PUNCT
ajst-27531	90	108	the	the	DET
ajst-27531	90	109	intelligent	intelligent	ADJ
ajst-27531	90	110	dss	dss	NOUN
ajst-27531	90	111	has	have	AUX
ajst-27531	90	112	shown	show	VERB
ajst-27531	90	113	excellent	excellent	ADJ
ajst-27531	90	114	performance	performance	NOUN
ajst-27531	90	115	in	in	ADP
ajst-27531	90	116	processing	process	VERB
ajst-27531	90	117	massive	massive	ADJ
ajst-27531	90	118	data	datum	NOUN
ajst-27531	90	119	,	,	PUNCT
ajst-27531	90	120	and	and	CCONJ
ajst-27531	90	121	the	the	DET
ajst-27531	90	122	average	average	ADJ
ajst-27531	90	123	processing	processing	NOUN
ajst-27531	90	124	time	time	NOUN
ajst-27531	90	125	is	be	AUX
ajst-27531	90	126	less	less	ADJ
ajst-27531	90	127	than	than	ADP
ajst-27531	90	128	1	1	NUM
ajst-27531	90	129	second	second	ADJ
ajst-27531	90	130	,	,	PUNCT
ajst-27531	90	131	which	which	PRON
ajst-27531	90	132	significantly	significantly	ADV
ajst-27531	90	133	improves	improve	VERB
ajst-27531	90	134	the	the	DET
ajst-27531	90	135	data	datum	NOUN
ajst-27531	90	136	processing	processing	NOUN
ajst-27531	90	137	efficiency	efficiency	NOUN
ajst-27531	90	138	.	.	PUNCT
ajst-27531	91	1	the	the	DET
ajst-27531	91	2	decision	decision	NOUN
ajst-27531	91	3	accuracy	accuracy	NOUN
ajst-27531	91	4	of	of	ADP
ajst-27531	91	5	the	the	DET
ajst-27531	91	6	system	system	NOUN
ajst-27531	91	7	is	be	AUX
ajst-27531	91	8	as	as	ADV
ajst-27531	91	9	high	high	ADJ
ajst-27531	91	10	as	as	ADP
ajst-27531	91	11	92	92	NUM
ajst-27531	91	12	%	%	NOUN
ajst-27531	91	13	.	.	PUNCT
ajst-27531	92	1	the	the	DET
ajst-27531	92	2	verification	verification	NOUN
ajst-27531	92	3	based	base	VERB
ajst-27531	92	4	on	on	ADP
ajst-27531	92	5	historical	historical	ADJ
ajst-27531	92	6	data	datum	NOUN
ajst-27531	92	7	shows	show	VERB
ajst-27531	92	8	that	that	SCONJ
ajst-27531	92	9	the	the	DET
ajst-27531	92	10	system	system	NOUN
ajst-27531	92	11	can	can	AUX
ajst-27531	92	12	make	make	VERB
ajst-27531	92	13	highly	highly	ADV
ajst-27531	92	14	accurate	accurate	ADJ
ajst-27531	92	15	decision	decision	NOUN
ajst-27531	92	16	suggestions	suggestion	NOUN
ajst-27531	92	17	.	.	PUNCT
ajst-27531	93	1	in	in	ADP
ajst-27531	93	2	terms	term	NOUN
ajst-27531	93	3	of	of	ADP
ajst-27531	93	4	user	user	NOUN
ajst-27531	93	5	satisfaction	satisfaction	NOUN
ajst-27531	93	6	,	,	PUNCT
ajst-27531	93	7	through	through	ADP
ajst-27531	93	8	the	the	DET
ajst-27531	93	9	survey	survey	NOUN
ajst-27531	93	10	of	of	ADP
ajst-27531	93	11	employees	employee	NOUN
ajst-27531	93	12	,	,	PUNCT
ajst-27531	93	13	the	the	DET
ajst-27531	93	14	overall	overall	ADJ
ajst-27531	93	15	satisfaction	satisfaction	NOUN
ajst-27531	93	16	score	score	NOUN
ajst-27531	93	17	is	be	AUX
ajst-27531	93	18	4.7/5	4.7/5	NUM
ajst-27531	93	19	,	,	PUNCT
ajst-27531	93	20	and	and	CCONJ
ajst-27531	93	21	the	the	DET
ajst-27531	93	22	scores	score	NOUN
ajst-27531	93	23	of	of	ADP
ajst-27531	93	24	usability	usability	NOUN
ajst-27531	93	25	,	,	PUNCT
ajst-27531	93	26	effectiveness	effectiveness	NOUN
ajst-27531	93	27	and	and	CCONJ
ajst-27531	93	28	support	support	NOUN
ajst-27531	93	29	are	be	AUX
ajst-27531	93	30	also	also	ADV
ajst-27531	93	31	close	close	ADJ
ajst-27531	93	32	to	to	ADP
ajst-27531	93	33	or	or	CCONJ
ajst-27531	93	34	above	above	ADP
ajst-27531	93	35	4.8/5	4.8/5	NUM
ajst-27531	93	36	.	.	PUNCT
ajst-27531	94	1	this	this	PRON
ajst-27531	94	2	shows	show	VERB
ajst-27531	94	3	that	that	SCONJ
ajst-27531	94	4	the	the	DET
ajst-27531	94	5	employees	employee	NOUN
ajst-27531	94	6	of	of	ADP
ajst-27531	94	7	the	the	DET
ajst-27531	94	8	enterprise	enterprise	NOUN
ajst-27531	94	9	positively	positively	ADV
ajst-27531	94	10	assess	assess	VERB
ajst-27531	94	11	the	the	DET
ajst-27531	94	12	experience	experience	NOUN
ajst-27531	94	13	and	and	CCONJ
ajst-27531	94	14	effect	effect	NOUN
ajst-27531	94	15	of	of	ADP
ajst-27531	94	16	the	the	DET
ajst-27531	94	17	system	system	NOUN
ajst-27531	94	18	.	.	PUNCT
ajst-27531	95	1	however	however	ADV
ajst-27531	95	2	,	,	PUNCT
ajst-27531	95	3	during	during	ADP
ajst-27531	95	4	the	the	DET
ajst-27531	95	5	assessment	assessment	NOUN
ajst-27531	95	6	process	process	NOUN
ajst-27531	95	7	,	,	PUNCT
ajst-27531	95	8	some	some	DET
ajst-27531	95	9	improvements	improvement	NOUN
ajst-27531	95	10	were	be	AUX
ajst-27531	95	11	also	also	ADV
ajst-27531	95	12	found	find	VERB
ajst-27531	95	13	.	.	PUNCT
ajst-27531	96	1	for	for	ADP
ajst-27531	96	2	example	example	NOUN
ajst-27531	96	3	,	,	PUNCT
ajst-27531	96	4	although	although	SCONJ
ajst-27531	96	5	the	the	DET
ajst-27531	96	6	user	user	NOUN
ajst-27531	96	7	interface	interface	NOUN
ajst-27531	96	8	of	of	ADP
ajst-27531	96	9	the	the	DET
ajst-27531	96	10	system	system	NOUN
ajst-27531	96	11	is	be	AUX
ajst-27531	96	12	friendly	friendly	ADJ
ajst-27531	96	13	,	,	PUNCT
ajst-27531	96	14	some	some	DET
ajst-27531	96	15	details	detail	NOUN
ajst-27531	96	16	can	can	AUX
ajst-27531	96	17	be	be	AUX
ajst-27531	96	18	further	far	ADV
ajst-27531	96	19	optimized	optimize	VERB
ajst-27531	96	20	to	to	PART
ajst-27531	96	21	improve	improve	VERB
ajst-27531	96	22	the	the	DET
ajst-27531	96	23	efficiency	efficiency	NOUN
ajst-27531	96	24	of	of	ADP
ajst-27531	96	25	users	user	NOUN
ajst-27531	96	26	.	.	PUNCT
ajst-27531	97	1	with	with	ADP
ajst-27531	97	2	the	the	DET
ajst-27531	97	3	continuous	continuous	ADJ
ajst-27531	97	4	development	development	NOUN
ajst-27531	97	5	of	of	ADP
ajst-27531	97	6	enterprise	enterprise	NOUN
ajst-27531	97	7	business	business	NOUN
ajst-27531	97	8	,	,	PUNCT
ajst-27531	97	9	the	the	DET
ajst-27531	97	10	system	system	NOUN
ajst-27531	97	11	also	also	ADV
ajst-27531	97	12	needs	need	VERB
ajst-27531	97	13	to	to	PART
ajst-27531	97	14	be	be	AUX
ajst-27531	97	15	updated	update	VERB
ajst-27531	97	16	and	and	CCONJ
ajst-27531	97	17	iterated	iterate	VERB
ajst-27531	97	18	to	to	PART
ajst-27531	97	19	meet	meet	VERB
ajst-27531	97	20	the	the	DET
ajst-27531	97	21	new	new	ADJ
ajst-27531	97	22	requirements	requirement	NOUN
ajst-27531	97	23	.	.	PUNCT
ajst-27531	98	1	therefore	therefore	ADV
ajst-27531	98	2	,	,	PUNCT
ajst-27531	98	3	it	it	PRON
ajst-27531	98	4	is	be	AUX
ajst-27531	98	5	suggested	suggest	VERB
ajst-27531	98	6	to	to	PART
ajst-27531	98	7	continuously	continuously	ADV
ajst-27531	98	8	optimize	optimize	VERB
ajst-27531	98	9	the	the	DET
ajst-27531	98	10	system	system	NOUN
ajst-27531	98	11	in	in	ADP
ajst-27531	98	12	the	the	DET
ajst-27531	98	13	future	future	NOUN
ajst-27531	98	14	.	.	PUNCT
ajst-27531	99	1	this	this	PRON
ajst-27531	99	2	includes	include	VERB
ajst-27531	99	3	strengthening	strengthen	VERB
ajst-27531	99	4	the	the	DET
ajst-27531	99	5	interactive	interactive	ADJ
ajst-27531	99	6	design	design	NOUN
ajst-27531	99	7	of	of	ADP
ajst-27531	99	8	user	user	NOUN
ajst-27531	99	9	interface	interface	NOUN
ajst-27531	99	10	,	,	PUNCT
ajst-27531	99	11	introducing	introduce	VERB
ajst-27531	99	12	more	more	ADV
ajst-27531	99	13	advanced	advanced	ADJ
ajst-27531	99	14	algorithms	algorithm	NOUN
ajst-27531	99	15	and	and	CCONJ
ajst-27531	99	16	technologies	technology	NOUN
ajst-27531	99	17	,	,	PUNCT
ajst-27531	99	18	and	and	CCONJ
ajst-27531	99	19	perfecting	perfect	VERB
ajst-27531	99	20	the	the	DET
ajst-27531	99	21	functional	functional	ADJ
ajst-27531	99	22	modules	module	NOUN
ajst-27531	99	23	of	of	ADP
ajst-27531	99	24	the	the	DET
ajst-27531	99	25	system	system	NOUN
ajst-27531	99	26	.	.	PUNCT
ajst-27531	100	1	in	in	ADP
ajst-27531	100	2	order	order	NOUN
ajst-27531	100	3	to	to	PART
ajst-27531	100	4	ensure	ensure	VERB
ajst-27531	100	5	that	that	SCONJ
ajst-27531	100	6	the	the	DET
ajst-27531	100	7	system	system	NOUN
ajst-27531	100	8	can	can	AUX
ajst-27531	100	9	always	always	ADV
ajst-27531	100	10	provide	provide	VERB
ajst-27531	100	11	efficient	efficient	ADJ
ajst-27531	100	12	and	and	CCONJ
ajst-27531	100	13	accurate	accurate	ADJ
ajst-27531	100	14	decision	decision	NOUN
ajst-27531	100	15	support	support	NOUN
ajst-27531	100	16	for	for	ADP
ajst-27531	100	17	enterprises	enterprise	NOUN
ajst-27531	100	18	.	.	PUNCT
ajst-27531	101	1	5	5	X
ajst-27531	101	2	.	.	X
ajst-27531	101	3	conclusions	conclusion	NOUN
ajst-27531	101	4	after	after	ADP
ajst-27531	101	5	the	the	DET
ajst-27531	101	6	actual	actual	ADJ
ajst-27531	101	7	test	test	NOUN
ajst-27531	101	8	,	,	PUNCT
ajst-27531	101	9	the	the	DET
ajst-27531	101	10	intelligent	intelligent	ADJ
ajst-27531	101	11	dss	dss	NOUN
ajst-27531	101	12	has	have	AUX
ajst-27531	101	13	shown	show	VERB
ajst-27531	101	14	excellent	excellent	ADJ
ajst-27531	101	15	performance	performance	NOUN
ajst-27531	101	16	in	in	ADP
ajst-27531	101	17	processing	process	VERB
ajst-27531	101	18	massive	massive	ADJ
ajst-27531	101	19	data	datum	NOUN
ajst-27531	101	20	,	,	PUNCT
ajst-27531	101	21	and	and	CCONJ
ajst-27531	101	22	the	the	DET
ajst-27531	101	23	average	average	ADJ
ajst-27531	101	24	processing	processing	NOUN
ajst-27531	101	25	time	time	NOUN
ajst-27531	101	26	is	be	AUX
ajst-27531	101	27	less	less	ADJ
ajst-27531	101	28	than	than	ADP
ajst-27531	101	29	1	1	NUM
ajst-27531	101	30	second	second	ADJ
ajst-27531	101	31	,	,	PUNCT
ajst-27531	101	32	which	which	PRON
ajst-27531	101	33	significantly	significantly	ADV
ajst-27531	101	34	improves	improve	VERB
ajst-27531	101	35	the	the	DET
ajst-27531	101	36	data	datum	NOUN
ajst-27531	101	37	processing	processing	NOUN
ajst-27531	101	38	efficiency	efficiency	NOUN
ajst-27531	101	39	.	.	PUNCT
ajst-27531	102	1	the	the	DET
ajst-27531	102	2	decision	decision	NOUN
ajst-27531	102	3	accuracy	accuracy	NOUN
ajst-27531	102	4	of	of	ADP
ajst-27531	102	5	the	the	DET
ajst-27531	102	6	system	system	NOUN
ajst-27531	102	7	is	be	AUX
ajst-27531	102	8	as	as	ADV
ajst-27531	102	9	high	high	ADJ
ajst-27531	102	10	as	as	ADP
ajst-27531	102	11	92	92	NUM
ajst-27531	102	12	%	%	NOUN
ajst-27531	102	13	.	.	PUNCT
ajst-27531	103	1	the	the	DET
ajst-27531	103	2	verification	verification	NOUN
ajst-27531	103	3	based	base	VERB
ajst-27531	103	4	on	on	ADP
ajst-27531	103	5	historical	historical	ADJ
ajst-27531	103	6	data	datum	NOUN
ajst-27531	103	7	shows	show	VERB
ajst-27531	103	8	that	that	SCONJ
ajst-27531	103	9	the	the	DET
ajst-27531	103	10	system	system	NOUN
ajst-27531	103	11	can	can	AUX
ajst-27531	103	12	make	make	VERB
ajst-27531	103	13	highly	highly	ADV
ajst-27531	103	14	accurate	accurate	ADJ
ajst-27531	103	15	decision	decision	NOUN
ajst-27531	103	16	suggestions	suggestion	NOUN
ajst-27531	103	17	.	.	PUNCT
ajst-27531	104	1	in	in	ADP
ajst-27531	104	2	terms	term	NOUN
ajst-27531	104	3	of	of	ADP
ajst-27531	104	4	user	user	NOUN
ajst-27531	104	5	satisfaction	satisfaction	NOUN
ajst-27531	104	6	,	,	PUNCT
ajst-27531	104	7	through	through	ADP
ajst-27531	104	8	the	the	DET
ajst-27531	104	9	survey	survey	NOUN
ajst-27531	104	10	of	of	ADP
ajst-27531	104	11	employees	employee	NOUN
ajst-27531	104	12	,	,	PUNCT
ajst-27531	104	13	the	the	DET
ajst-27531	104	14	overall	overall	ADJ
ajst-27531	104	15	satisfaction	satisfaction	NOUN
ajst-27531	104	16	score	score	NOUN
ajst-27531	104	17	is	be	AUX
ajst-27531	104	18	4.7/5	4.7/5	NUM
ajst-27531	104	19	,	,	PUNCT
ajst-27531	104	20	and	and	CCONJ
ajst-27531	104	21	the	the	DET
ajst-27531	104	22	scores	score	NOUN
ajst-27531	104	23	of	of	ADP
ajst-27531	104	24	usability	usability	NOUN
ajst-27531	104	25	,	,	PUNCT
ajst-27531	104	26	effectiveness	effectiveness	NOUN
ajst-27531	104	27	and	and	CCONJ
ajst-27531	104	28	support	support	NOUN
ajst-27531	104	29	are	be	AUX
ajst-27531	104	30	also	also	ADV
ajst-27531	104	31	close	close	ADJ
ajst-27531	104	32	to	to	ADP
ajst-27531	104	33	or	or	CCONJ
ajst-27531	104	34	above	above	ADP
ajst-27531	104	35	4.8/5	4.8/5	NUM
ajst-27531	104	36	.	.	PUNCT
ajst-27531	105	1	this	this	PRON
ajst-27531	105	2	shows	show	VERB
ajst-27531	105	3	that	that	SCONJ
ajst-27531	105	4	the	the	DET
ajst-27531	105	5	employees	employee	NOUN
ajst-27531	105	6	of	of	ADP
ajst-27531	105	7	the	the	DET
ajst-27531	105	8	enterprise	enterprise	NOUN
ajst-27531	105	9	positively	positively	ADV
ajst-27531	105	10	assess	assess	VERB
ajst-27531	105	11	the	the	DET
ajst-27531	105	12	experience	experience	NOUN
ajst-27531	105	13	and	and	CCONJ
ajst-27531	105	14	effect	effect	NOUN
ajst-27531	105	15	of	of	ADP
ajst-27531	105	16	the	the	DET
ajst-27531	105	17	system	system	NOUN
ajst-27531	105	18	.	.	PUNCT
ajst-27531	106	1	however	however	ADV
ajst-27531	106	2	,	,	PUNCT
ajst-27531	106	3	during	during	ADP
ajst-27531	106	4	the	the	DET
ajst-27531	106	5	assessment	assessment	NOUN
ajst-27531	106	6	process	process	NOUN
ajst-27531	106	7	,	,	PUNCT
ajst-27531	106	8	some	some	DET
ajst-27531	106	9	improvements	improvement	NOUN
ajst-27531	106	10	were	be	AUX
ajst-27531	106	11	also	also	ADV
ajst-27531	106	12	found	find	VERB
ajst-27531	106	13	.	.	PUNCT
ajst-27531	107	1	for	for	ADP
ajst-27531	107	2	example	example	NOUN
ajst-27531	107	3	,	,	PUNCT
ajst-27531	107	4	although	although	SCONJ
ajst-27531	107	5	the	the	DET
ajst-27531	107	6	user	user	NOUN
ajst-27531	107	7	interface	interface	NOUN
ajst-27531	107	8	of	of	ADP
ajst-27531	107	9	the	the	DET
ajst-27531	107	10	system	system	NOUN
ajst-27531	107	11	is	be	AUX
ajst-27531	107	12	friendly	friendly	ADJ
ajst-27531	107	13	,	,	PUNCT
ajst-27531	107	14	some	some	DET
ajst-27531	107	15	details	detail	NOUN
ajst-27531	107	16	can	can	AUX
ajst-27531	107	17	be	be	AUX
ajst-27531	107	18	further	far	ADV
ajst-27531	107	19	optimized	optimize	VERB
ajst-27531	107	20	to	to	PART
ajst-27531	107	21	improve	improve	VERB
ajst-27531	107	22	the	the	DET
ajst-27531	107	23	efficiency	efficiency	NOUN
ajst-27531	107	24	of	of	ADP
ajst-27531	107	25	users	user	NOUN
ajst-27531	107	26	.	.	PUNCT
ajst-27531	108	1	with	with	ADP
ajst-27531	108	2	the	the	DET
ajst-27531	108	3	continuous	continuous	ADJ
ajst-27531	108	4	development	development	NOUN
ajst-27531	108	5	of	of	ADP
ajst-27531	108	6	enterprise	enterprise	NOUN
ajst-27531	108	7	business	business	NOUN
ajst-27531	108	8	,	,	PUNCT
ajst-27531	108	9	the	the	DET
ajst-27531	108	10	system	system	NOUN
ajst-27531	108	11	also	also	ADV
ajst-27531	108	12	needs	need	VERB
ajst-27531	108	13	to	to	PART
ajst-27531	108	14	be	be	AUX
ajst-27531	108	15	updated	update	VERB
ajst-27531	108	16	and	and	CCONJ
ajst-27531	108	17	iterated	iterate	VERB
ajst-27531	108	18	to	to	PART
ajst-27531	108	19	meet	meet	VERB
ajst-27531	108	20	the	the	DET
ajst-27531	108	21	new	new	ADJ
ajst-27531	108	22	200	200	NUM
ajst-27531	108	23	requirements	requirement	NOUN
ajst-27531	108	24	.	.	PUNCT
ajst-27531	109	1	therefore	therefore	ADV
ajst-27531	109	2	,	,	PUNCT
ajst-27531	109	3	it	it	PRON
ajst-27531	109	4	is	be	AUX
ajst-27531	109	5	suggested	suggest	VERB
ajst-27531	109	6	to	to	PART
ajst-27531	109	7	continuously	continuously	ADV
ajst-27531	109	8	optimize	optimize	VERB
ajst-27531	109	9	the	the	DET
ajst-27531	109	10	system	system	NOUN
ajst-27531	109	11	in	in	ADP
ajst-27531	109	12	the	the	DET
ajst-27531	109	13	future	future	NOUN
ajst-27531	109	14	.	.	PUNCT
ajst-27531	110	1	this	this	PRON
ajst-27531	110	2	includes	include	VERB
ajst-27531	110	3	strengthening	strengthen	VERB
ajst-27531	110	4	the	the	DET
ajst-27531	110	5	interactive	interactive	ADJ
ajst-27531	110	6	design	design	NOUN
ajst-27531	110	7	of	of	ADP
ajst-27531	110	8	user	user	NOUN
ajst-27531	110	9	interface	interface	NOUN
ajst-27531	110	10	,	,	PUNCT
ajst-27531	110	11	introducing	introduce	VERB
ajst-27531	110	12	more	more	ADV
ajst-27531	110	13	advanced	advanced	ADJ
ajst-27531	110	14	algorithms	algorithm	NOUN
ajst-27531	110	15	and	and	CCONJ
ajst-27531	110	16	technologies	technology	NOUN
ajst-27531	110	17	,	,	PUNCT
ajst-27531	110	18	and	and	CCONJ
ajst-27531	110	19	perfecting	perfect	VERB
ajst-27531	110	20	the	the	DET
ajst-27531	110	21	functional	functional	ADJ
ajst-27531	110	22	modules	module	NOUN
ajst-27531	110	23	of	of	ADP
ajst-27531	110	24	the	the	DET
ajst-27531	110	25	system	system	NOUN
ajst-27531	110	26	.	.	PUNCT
ajst-27531	111	1	in	in	ADP
ajst-27531	111	2	order	order	NOUN
ajst-27531	111	3	to	to	PART
ajst-27531	111	4	ensure	ensure	VERB
ajst-27531	111	5	that	that	SCONJ
ajst-27531	111	6	the	the	DET
ajst-27531	111	7	system	system	NOUN
ajst-27531	111	8	can	can	AUX
ajst-27531	111	9	always	always	ADV
ajst-27531	111	10	provide	provide	VERB
ajst-27531	111	11	efficient	efficient	ADJ
ajst-27531	111	12	and	and	CCONJ
ajst-27531	111	13	accurate	accurate	ADJ
ajst-27531	111	14	decision	decision	NOUN
ajst-27531	111	15	support	support	NOUN
ajst-27531	111	16	for	for	ADP
ajst-27531	111	17	enterprises	enterprise	NOUN
ajst-27531	111	18	.	.	PUNCT
ajst-27531	112	1	references	reference	NOUN
ajst-27531	112	2	[	[	X
ajst-27531	112	3	1	1	NUM
ajst-27531	112	4	]	]	X
ajst-27531	112	5	fang	fang	X
ajst-27531	112	6	weiguang	weiguang	PROPN
ajst-27531	112	7	,	,	PUNCT
ajst-27531	112	8	guo	guo	PROPN
ajst-27531	112	9	yu	yu	PROPN
ajst-27531	112	10	,	,	PUNCT
ajst-27531	112	11	huang	huang	PROPN
ajst-27531	112	12	shaohua	shaohua	PROPN
ajst-27531	112	13	,	,	PUNCT
ajst-27531	112	14	et	et	PROPN
ajst-27531	112	15	al	al	PROPN
ajst-27531	112	16	.	.	PROPN
ajst-27531	112	17	research	research	NOUN
ajst-27531	112	18	on	on	ADP
ajst-27531	112	19	intelligent	intelligent	ADJ
ajst-27531	112	20	control	control	NOUN
ajst-27531	112	21	methods	method	NOUN
ajst-27531	112	22	for	for	ADP
ajst-27531	112	23	production	production	NOUN
ajst-27531	112	24	processes	process	NOUN
ajst-27531	112	25	in	in	ADP
ajst-27531	112	26	discrete	discrete	ADJ
ajst-27531	112	27	manufacturing	manufacturing	NOUN
ajst-27531	112	28	workshops	workshop	NOUN
ajst-27531	112	29	driven	drive	VERB
ajst-27531	112	30	by	by	ADP
ajst-27531	112	31	big	big	ADJ
ajst-27531	112	32	data	datum	NOUN
ajst-27531	113	1	[	[	X
ajst-27531	113	2	j	j	X
ajst-27531	113	3	]	]	X
ajst-27531	113	4	.	.	PUNCT
ajst-27531	114	1	journal	journal	PROPN
ajst-27531	114	2	of	of	ADP
ajst-27531	114	3	mechanical	mechanical	ADJ
ajst-27531	114	4	engineering	engineering	NOUN
ajst-27531	114	5	,	,	PUNCT
ajst-27531	114	6	2021	2021	NUM
ajst-27531	114	7	,	,	PUNCT
ajst-27531	114	8	57(20	57(20	NUM
ajst-27531	114	9	):	):	PUNCT
ajst-27531	114	10	277	277	NUM
ajst-27531	114	11	-	-	SYM
ajst-27531	114	12	291	291	NUM
ajst-27531	114	13	.	.	PUNCT
ajst-27531	115	1	[	[	X
ajst-27531	115	2	2	2	NUM
ajst-27531	115	3	]	]	PUNCT
ajst-27531	115	4	wei	wei	PROPN
ajst-27531	115	5	wei	wei	PROPN
ajst-27531	115	6	,	,	PUNCT
ajst-27531	115	7	chen	chen	PROPN
ajst-27531	115	8	zheng	zheng	PROPN
ajst-27531	115	9	,	,	PUNCT
ajst-27531	115	10	yuan	yuan	PROPN
ajst-27531	115	11	jun	jun	PROPN
ajst-27531	115	12	.	.	PROPN
ajst-27531	116	1	an	an	DET
ajst-27531	116	2	adaptive	adaptive	ADJ
ajst-27531	116	3	design	design	NOUN
ajst-27531	116	4	method	method	NOUN
ajst-27531	116	5	for	for	ADP
ajst-27531	116	6	product	product	NOUN
ajst-27531	116	7	processes	process	NOUN
ajst-27531	116	8	based	base	VERB
ajst-27531	116	9	on	on	ADP
ajst-27531	116	10	manufacturing	manufacture	VERB
ajst-27531	116	11	big	big	ADJ
ajst-27531	116	12	data	datum	NOUN
ajst-27531	117	1	[	[	X
ajst-27531	117	2	j	j	X
ajst-27531	117	3	]	]	X
ajst-27531	117	4	.	.	PUNCT
ajst-27531	118	1	engineering	engineering	NOUN
ajst-27531	118	2	sciences	science	NOUN
ajst-27531	118	3	,	,	PUNCT
ajst-27531	118	4	2020	2020	NUM
ajst-27531	118	5	,	,	PUNCT
ajst-27531	118	6	22(04	22(04	NUM
ajst-27531	118	7	):	):	PUNCT
ajst-27531	118	8	42	42	NUM
ajst-27531	118	9	-	-	SYM
ajst-27531	118	10	49	49	NUM
ajst-27531	118	11	.	.	PUNCT
ajst-27531	119	1	[	[	X
ajst-27531	119	2	3	3	X
ajst-27531	119	3	]	]	X
ajst-27531	119	4	liu	liu	PROPN
ajst-27531	119	5	jianhua	jianhua	PROPN
ajst-27531	119	6	,	,	PUNCT
ajst-27531	119	7	li	li	PROPN
ajst-27531	119	8	kunping	kunping	PROPN
ajst-27531	119	9	,	,	PUNCT
ajst-27531	119	10	zhuang	zhuang	PROPN
ajst-27531	119	11	cunbo	cunbo	PROPN
ajst-27531	119	12	,	,	PUNCT
ajst-27531	119	13	et	et	PROPN
ajst-27531	119	14	al	al	PROPN
ajst-27531	119	15	.	.	PUNCT
ajst-27531	120	1	new	new	ADJ
ajst-27531	120	2	connotations	connotation	NOUN
ajst-27531	120	3	and	and	CCONJ
ajst-27531	120	4	technical	technical	ADJ
ajst-27531	120	5	systems	system	NOUN
ajst-27531	120	6	of	of	ADP
ajst-27531	120	7	digital	digital	ADJ
ajst-27531	120	8	transformation	transformation	NOUN
ajst-27531	120	9	for	for	ADP
ajst-27531	120	10	manufacturing	manufacturing	NOUN
ajst-27531	120	11	enterprises	enterprise	NOUN
ajst-27531	120	12	in	in	ADP
ajst-27531	120	13	the	the	DET
ajst-27531	120	14	big	big	ADJ
ajst-27531	120	15	data	datum	NOUN
ajst-27531	120	16	era	era	NOUN
ajst-27531	121	1	[	[	X
ajst-27531	121	2	j	j	X
ajst-27531	121	3	]	]	X
ajst-27531	121	4	.	.	PUNCT
ajst-27531	122	1	computer	computer	NOUN
ajst-27531	122	2	integrated	integrate	VERB
ajst-27531	122	3	manufacturing	manufacturing	NOUN
ajst-27531	122	4	systems	system	NOUN
ajst-27531	122	5	,	,	PUNCT
ajst-27531	122	6	2022	2022	NUM
ajst-27531	122	7	,	,	PUNCT
ajst-27531	122	8	28(12	28(12	NUM
ajst-27531	122	9	):	):	PUNCT
ajst-27531	122	10	3707	3707	NUM
ajst-27531	122	11	-	-	SYM
ajst-27531	122	12	3719	3719	NUM
ajst-27531	122	13	[	[	X
ajst-27531	122	14	4	4	NUM
ajst-27531	122	15	]	]	X
ajst-27531	122	16	li	li	PROPN
ajst-27531	122	17	junyan	junyan	PROPN
ajst-27531	122	18	,	,	PUNCT
ajst-27531	122	19	hu	hu	PROPN
ajst-27531	122	20	xin	xin	PROPN
ajst-27531	122	21	,	,	PUNCT
ajst-27531	122	22	liu	liu	PROPN
ajst-27531	122	23	zhihong	zhihong	PROPN
ajst-27531	122	24	,	,	PUNCT
ajst-27531	122	25	et	et	PROPN
ajst-27531	122	26	al	al	PROPN
ajst-27531	122	27	.	.	PUNCT
ajst-27531	123	1	a	a	DET
ajst-27531	123	2	review	review	NOUN
ajst-27531	123	3	of	of	ADP
ajst-27531	123	4	product	product	NOUN
ajst-27531	123	5	quality	quality	NOUN
ajst-27531	123	6	analysis	analysis	NOUN
ajst-27531	123	7	in	in	ADP
ajst-27531	123	8	discrete	discrete	ADJ
ajst-27531	123	9	manufacturing	manufacturing	NOUN
ajst-27531	123	10	based	base	VERB
ajst-27531	123	11	on	on	ADP
ajst-27531	123	12	big	big	ADJ
ajst-27531	123	13	data	datum	NOUN
ajst-27531	124	1	[	[	X
ajst-27531	124	2	j	j	X
ajst-27531	124	3	]	]	X
ajst-27531	124	4	.	.	PUNCT
ajst-27531	125	1	ordnance	ordnance	NOUN
ajst-27531	125	2	industry	industry	NOUN
ajst-27531	125	3	automation	automation	NOUN
ajst-27531	125	4	,	,	PUNCT
ajst-27531	125	5	2023	2023	NUM
ajst-27531	125	6	,	,	PUNCT
ajst-27531	125	7	42(11	42(11	NUM
ajst-27531	125	8	):	):	PUNCT
ajst-27531	125	9	23	23	NUM
ajst-27531	125	10	-	-	SYM
ajst-27531	125	11	27	27	NUM
ajst-27531	125	12	.	.	PUNCT
ajst-27531	126	1	[	[	X
ajst-27531	126	2	5	5	X
ajst-27531	126	3	]	]	X
ajst-27531	126	4	liu	liu	PROPN
ajst-27531	126	5	weijie	weijie	PROPN
ajst-27531	126	6	,	,	PUNCT
ajst-27531	126	7	ji	ji	PROPN
ajst-27531	126	8	weixi	weixi	PROPN
ajst-27531	126	9	,	,	PUNCT
ajst-27531	126	10	zhang	zhang	PROPN
ajst-27531	126	11	chaoyang	chaoyang	PROPN
ajst-27531	126	12	.	.	PUNCT
ajst-27531	127	1	big	big	ADJ
ajst-27531	127	2	data	datum	NOUN
ajst-27531	127	3	modeling	modeling	NOUN
ajst-27531	127	4	and	and	CCONJ
ajst-27531	127	5	analysis	analysis	NOUN
ajst-27531	127	6	methods	method	NOUN
ajst-27531	127	7	for	for	ADP
ajst-27531	127	8	intelligent	intelligent	ADJ
ajst-27531	127	9	production	production	NOUN
ajst-27531	127	10	maintenance	maintenance	NOUN
ajst-27531	127	11	[	[	X
ajst-27531	127	12	j	j	X
ajst-27531	127	13	]	]	X
ajst-27531	127	14	.	.	PUNCT
ajst-27531	128	1	china	china	PROPN
ajst-27531	128	2	mechanical	mechanical	ADJ
ajst-27531	128	3	engineering	engineering	PROPN
ajst-27531	128	4	,	,	PUNCT
ajst-27531	128	5	2019	2019	NUM
ajst-27531	128	6	,	,	PUNCT
ajst-27531	128	7	30(02	30(02	NUM
ajst-27531	128	8	):	):	PUNCT
ajst-27531	128	9	159	159	NUM
ajst-27531	128	10	-	-	SYM
ajst-27531	128	11	166	166	NUM
ajst-27531	128	12	.	.	PUNCT
ajst-27531	129	1	[	[	X
ajst-27531	129	2	6	6	NUM
ajst-27531	129	3	]	]	X
ajst-27531	129	4	zhou	zhou	PROPN
ajst-27531	129	5	yaqin	yaqin	PROPN
ajst-27531	129	6	,	,	PUNCT
ajst-27531	129	7	wang	wang	PROPN
ajst-27531	129	8	junliang	junliang	PROPN
ajst-27531	129	9	,	,	PUNCT
ajst-27531	129	10	bao	bao	PROPN
ajst-27531	129	11	jinsong	jinsong	PROPN
ajst-27531	129	12	,	,	PUNCT
ajst-27531	129	13	et	et	PROPN
ajst-27531	129	14	al	al	PROPN
ajst-27531	129	15	.	.	PROPN
ajst-27531	129	16	research	research	NOUN
ajst-27531	129	17	on	on	ADP
ajst-27531	129	18	a	a	DET
ajst-27531	129	19	universal	universal	ADJ
ajst-27531	129	20	data	data	NOUN
ajst-27531	129	21	model	model	NOUN
ajst-27531	129	22	for	for	ADP
ajst-27531	129	23	intelligent	intelligent	ADJ
ajst-27531	129	24	control	control	NOUN
ajst-27531	129	25	in	in	ADP
ajst-27531	129	26	knitting	knitting	NOUN
ajst-27531	129	27	production	production	NOUN
ajst-27531	129	28	[	[	X
ajst-27531	129	29	j	j	X
ajst-27531	129	30	]	]	X
ajst-27531	129	31	.	.	PUNCT
ajst-27531	130	1	china	china	PROPN
ajst-27531	130	2	mechanical	mechanical	ADJ
ajst-27531	130	3	engineering	engineering	PROPN
ajst-27531	130	4	,	,	PUNCT
ajst-27531	130	5	2019	2019	NUM
ajst-27531	130	6	,	,	PUNCT
ajst-27531	130	7	30(02	30(02	NUM
ajst-27531	130	8	):	):	PUNCT
ajst-27531	130	9	143	143	NUM
ajst-27531	130	10	-	-	SYM
ajst-27531	130	11	148	148	NUM
ajst-27531	130	12	+	+	NOUN
ajst-27531	130	13	219	219	NUM
ajst-27531	130	14	.	.	PUNCT
ajst-27531	131	1	[	[	X
ajst-27531	131	2	7	7	X
ajst-27531	131	3	]	]	X
ajst-27531	131	4	zhou	zhou	PROPN
ajst-27531	131	5	wei	wei	PROPN
ajst-27531	131	6	,	,	PUNCT
ajst-27531	131	7	chen	chen	PROPN
ajst-27531	131	8	shuai	shuai	PROPN
ajst-27531	131	9	,	,	PUNCT
ajst-27531	131	10	hou	hou	PROPN
ajst-27531	131	11	dan	dan	PROPN
ajst-27531	131	12	.	.	PROPN
ajst-27531	131	13	design	design	NOUN
ajst-27531	131	14	of	of	ADP
ajst-27531	131	15	an	an	DET
ajst-27531	131	16	automated	automate	VERB
ajst-27531	131	17	mechanical	mechanical	ADJ
ajst-27531	131	18	instrumentation	instrumentation	NOUN
ajst-27531	131	19	control	control	NOUN
ajst-27531	131	20	system	system	NOUN
ajst-27531	131	21	for	for	ADP
ajst-27531	131	22	big	big	ADJ
ajst-27531	131	23	data	datum	NOUN
ajst-27531	131	24	environments	environment	NOUN
ajst-27531	132	1	[	[	X
ajst-27531	132	2	j	j	X
ajst-27531	132	3	]	]	X
ajst-27531	132	4	.	.	PUNCT
ajst-27531	132	5	manufacturing	manufacture	VERB
ajst-27531	132	6	automation	automation	NOUN
ajst-27531	132	7	,	,	PUNCT
ajst-27531	132	8	2022	2022	NUM
ajst-27531	132	9	,	,	PUNCT
ajst-27531	132	10	44(1	44(1	PROPN
ajst-27531	132	11	):	):	PUNCT
ajst-27531	132	12	206	206	NUM
ajst-27531	132	13	-	-	SYM
ajst-27531	132	14	208	208	NUM
ajst-27531	132	15	.	.	PUNCT
ajst-27531	133	1	[	[	X
ajst-27531	133	2	8	8	NUM
ajst-27531	133	3	]	]	X
ajst-27531	133	4	shi	shi	PROPN
ajst-27531	133	5	hongyu	hongyu	PROPN
ajst-27531	133	6	,	,	PUNCT
ajst-27531	133	7	cheng	cheng	PROPN
ajst-27531	133	8	ke	ke	PROPN
ajst-27531	133	9	,	,	PUNCT
ajst-27531	133	10	wang	wang	PROPN
ajst-27531	133	11	xinke	xinke	PROPN
ajst-27531	133	12	,	,	PUNCT
ajst-27531	133	13	et	et	PROPN
ajst-27531	133	14	al	al	PROPN
ajst-27531	133	15	.	.	PUNCT
ajst-27531	133	16	fault	fault	AUX
ajst-27531	133	17	warning	warning	NOUN
ajst-27531	133	18	and	and	CCONJ
ajst-27531	133	19	decision	decision	NOUN
ajst-27531	133	20	support	support	NOUN
ajst-27531	133	21	for	for	ADP
ajst-27531	133	22	power	power	NOUN
ajst-27531	133	23	inspection	inspection	NOUN
ajst-27531	133	24	cockpits	cockpit	NOUN
ajst-27531	133	25	based	base	VERB
ajst-27531	133	26	on	on	ADP
ajst-27531	133	27	multi	multi	ADJ
ajst-27531	133	28	-	-	ADJ
ajst-27531	133	29	state	state	ADJ
ajst-27531	133	30	data	datum	NOUN
ajst-27531	133	31	collection	collection	NOUN
ajst-27531	134	1	[	[	X
ajst-27531	134	2	j	j	X
ajst-27531	134	3	]	]	X
ajst-27531	134	4	.	.	PUNCT
ajst-27531	135	1	mechanical	mechanical	ADJ
ajst-27531	135	2	design	design	NOUN
ajst-27531	135	3	and	and	CCONJ
ajst-27531	135	4	manufacturing	manufacturing	NOUN
ajst-27531	135	5	engineering	engineering	NOUN
ajst-27531	135	6	,	,	PUNCT
ajst-27531	135	7	2024	2024	NUM
ajst-27531	135	8	,	,	PUNCT
ajst-27531	135	9	53(6	53(6	NUM
ajst-27531	135	10	):	):	PUNCT
ajst-27531	135	11	95	95	NUM
ajst-27531	135	12	-	-	SYM
ajst-27531	135	13	100	100	NUM
ajst-27531	135	14	.	.	PUNCT
ajst-27531	136	1	[	[	X
ajst-27531	136	2	9	9	NUM
ajst-27531	136	3	]	]	X
ajst-27531	136	4	zhou	zhou	PROPN
ajst-27531	136	5	haofei	haofei	PROPN
ajst-27531	136	6	,	,	PUNCT
ajst-27531	136	7	liu	liu	PROPN
ajst-27531	136	8	yumin	yumin	PROPN
ajst-27531	136	9	.	.	PUNCT
ajst-27531	137	1	real	real	ADJ
ajst-27531	137	2	-	-	PUNCT
ajst-27531	137	3	time	time	NOUN
ajst-27531	137	4	intelligent	intelligent	ADJ
ajst-27531	137	5	monitoring	monitoring	NOUN
ajst-27531	137	6	of	of	ADP
ajst-27531	137	7	manufacturing	manufacturing	NOUN
ajst-27531	137	8	processes	process	NOUN
ajst-27531	137	9	based	base	VERB
ajst-27531	137	10	on	on	ADP
ajst-27531	137	11	deep	deep	ADJ
ajst-27531	137	12	belief	belief	NOUN
ajst-27531	137	13	networks	network	NOUN
ajst-27531	137	14	and	and	CCONJ
ajst-27531	137	15	big	big	ADJ
ajst-27531	137	16	data	datum	NOUN
ajst-27531	138	1	[	[	X
ajst-27531	138	2	j	j	X
ajst-27531	138	3	]	]	X
ajst-27531	138	4	.	.	PUNCT
ajst-27531	139	1	china	china	PROPN
ajst-27531	139	2	mechanical	mechanical	ADJ
ajst-27531	139	3	engineering	engineering	PROPN
ajst-27531	139	4	,	,	PUNCT
ajst-27531	139	5	2018	2018	NUM
ajst-27531	139	6	,	,	PUNCT
ajst-27531	139	7	29(10	29(10	NUM
ajst-27531	139	8	):	):	PUNCT
ajst-27531	139	9	1201	1201	NUM
ajst-27531	139	10	-	-	SYM
ajst-27531	139	11	1207	1207	NUM
ajst-27531	139	12	+	+	NOUN
ajst-27531	139	13	1213	1213	NUM
ajst-27531	139	14	.	.	PUNCT
ajst-27531	140	1	[	[	X
ajst-27531	140	2	10	10	NUM
ajst-27531	140	3	]	]	X
ajst-27531	140	4	zhang	zhang	PROPN
ajst-27531	140	5	chaoyang	chaoyang	PROPN
ajst-27531	140	6	,	,	PUNCT
ajst-27531	140	7	ji	ji	PROPN
ajst-27531	140	8	weixi	weixi	PROPN
ajst-27531	140	9	,	,	PUNCT
ajst-27531	140	10	qiu	qiu	PROPN
ajst-27531	140	11	yongtao	yongtao	PROPN
ajst-27531	140	12	.	.	PUNCT
ajst-27531	141	1	real	real	ADJ
ajst-27531	141	2	-	-	PUNCT
ajst-27531	141	3	time	time	NOUN
ajst-27531	141	4	energy	energy	NOUN
ajst-27531	141	5	efficiency	efficiency	NOUN
ajst-27531	141	6	analysis	analysis	NOUN
ajst-27531	141	7	method	method	NOUN
ajst-27531	141	8	for	for	ADP
ajst-27531	141	9	discrete	discrete	ADJ
ajst-27531	141	10	manufacturing	manufacturing	NOUN
ajst-27531	141	11	workshops	workshop	NOUN
ajst-27531	141	12	driven	drive	VERB
ajst-27531	141	13	by	by	ADP
ajst-27531	141	14	big	big	ADJ
ajst-27531	141	15	data	datum	NOUN
ajst-27531	142	1	[	[	X
ajst-27531	142	2	j	j	X
ajst-27531	142	3	]	]	X
ajst-27531	142	4	.	.	PUNCT
ajst-27531	143	1	journal	journal	PROPN
ajst-27531	143	2	of	of	ADP
ajst-27531	143	3	mechanical	mechanical	ADJ
ajst-27531	143	4	science	science	NOUN
ajst-27531	143	5	and	and	CCONJ
ajst-27531	143	6	technology	technology	NOUN
ajst-27531	143	7	,	,	PUNCT
ajst-27531	143	8	2020	2020	NUM
ajst-27531	143	9	,	,	PUNCT
ajst-27531	143	10	39(09	39(09	NUM
ajst-27531	143	11	):	):	PUNCT
ajst-27531	143	12	1395	1395	NUM
ajst-27531	143	13	-	-	SYM
ajst-27531	143	14	1403	1403	NUM
ajst-27531	143	15	.	.	PUNCT
ajst-27531	144	1	[	[	X
ajst-27531	144	2	11	11	NUM
ajst-27531	144	3	]	]	X
ajst-27531	144	4	li	li	PROPN
ajst-27531	144	5	minbo	minbo	PROPN
ajst-27531	144	6	,	,	PUNCT
ajst-27531	144	7	xu	xu	PROPN
ajst-27531	144	8	xinxing	xinxing	PROPN
ajst-27531	144	9	,	,	PUNCT
ajst-27531	144	10	li	li	PROPN
ajst-27531	144	11	qiang	qiang	PROPN
ajst-27531	144	12	,	,	PUNCT
ajst-27531	144	13	et	et	PROPN
ajst-27531	144	14	al	al	PROPN
ajst-27531	144	15	.	.	PUNCT
ajst-27531	144	16	multi	multi	ADJ
ajst-27531	144	17	-	-	ADJ
ajst-27531	144	18	dimensional	dimensional	ADJ
ajst-27531	144	19	analysis	analysis	NOUN
ajst-27531	144	20	method	method	NOUN
ajst-27531	144	21	for	for	ADP
ajst-27531	144	22	industrial	industrial	ADJ
ajst-27531	144	23	big	big	ADJ
ajst-27531	144	24	data	datum	NOUN
ajst-27531	144	25	based	base	VERB
ajst-27531	144	26	on	on	ADP
ajst-27531	144	27	json	json	NOUN
ajst-27531	144	28	document	document	NOUN
ajst-27531	144	29	structure	structure	NOUN
ajst-27531	144	30	[	[	X
ajst-27531	144	31	j	j	X
ajst-27531	144	32	]	]	X
ajst-27531	144	33	.	.	PUNCT
ajst-27531	145	1	china	china	PROPN
ajst-27531	145	2	mechanical	mechanical	ADJ
ajst-27531	145	3	engineering	engineering	PROPN
ajst-27531	145	4	,	,	PUNCT
ajst-27531	145	5	2020	2020	NUM
ajst-27531	145	6	,	,	PUNCT
ajst-27531	145	7	31(14	31(14	NUM
ajst-27531	145	8	):	):	PUNCT
ajst-27531	145	9	1700	1700	NUM
ajst-27531	145	10	-	-	SYM
ajst-27531	145	11	1707	1707	NUM
ajst-27531	145	12	+	+	NOUN
ajst-27531	145	13	1716	1716	NUM
ajst-27531	145	14	.	.	PUNCT
ajst-27531	146	1	[	[	X
ajst-27531	146	2	12	12	NUM
ajst-27531	146	3	]	]	X
ajst-27531	146	4	pei	pei	PROPN
ajst-27531	146	5	fengque	fengque	PROPN
ajst-27531	146	6	,	,	PUNCT
ajst-27531	146	7	zhang	zhang	PROPN
ajst-27531	146	8	jiaxuan	jiaxuan	PROPN
ajst-27531	146	9	,	,	PUNCT
ajst-27531	146	10	tong	tong	PROPN
ajst-27531	146	11	yifei	yifei	PROPN
ajst-27531	146	12	,	,	PUNCT
ajst-27531	146	13	et	et	PROPN
ajst-27531	147	1	al	al	PROPN
ajst-27531	147	2	.	.	PROPN
ajst-27531	147	3	precise	precise	ADJ
ajst-27531	147	4	monitoring	monitoring	NOUN
ajst-27531	147	5	of	of	ADP
ajst-27531	147	6	comprehensive	comprehensive	ADJ
ajst-27531	147	7	equipment	equipment	NOUN
ajst-27531	147	8	efficiency	efficiency	NOUN
ajst-27531	147	9	in	in	ADP
ajst-27531	147	10	production	production	NOUN
ajst-27531	147	11	line	line	NOUN
ajst-27531	147	12	clusters	cluster	NOUN
ajst-27531	147	13	driven	drive	VERB
ajst-27531	147	14	by	by	ADP
ajst-27531	147	15	big	big	ADJ
ajst-27531	147	16	data	datum	NOUN
ajst-27531	148	1	[	[	X
ajst-27531	148	2	j	j	X
ajst-27531	148	3	]	]	X
ajst-27531	148	4	.	.	PUNCT
ajst-27531	149	1	computer	computer	NOUN
ajst-27531	149	2	integrated	integrate	VERB
ajst-27531	149	3	manufacturing	manufacturing	NOUN
ajst-27531	149	4	systems	system	NOUN
ajst-27531	149	5	,	,	PUNCT
ajst-27531	149	6	2023	2023	NUM
ajst-27531	149	7	,	,	PUNCT
ajst-27531	149	8	29(5	29(5	NUM
ajst-27531	149	9	):	):	PUNCT
ajst-27531	149	10	1481	1481	NUM
ajst-27531	149	11	-	-	SYM
ajst-27531	149	12	1490	1490	NUM
ajst-27531	149	13	.	.	PUNCT