id	sid	tid	token	lemma	pos
fcis-23014	1	1	frontiers	frontier	NOUN
fcis-23014	1	2	in	in	ADP
fcis-23014	1	3	computing	computing	NOUN
fcis-23014	1	4	and	and	CCONJ
fcis-23014	1	5	intelligent	intelligent	ADJ
fcis-23014	1	6	systems	system	NOUN
fcis-23014	1	7	issn	issn	VERB
fcis-23014	1	8	:	:	PUNCT
fcis-23014	1	9	2832	2832	NUM
fcis-23014	1	10	-	-	SYM
fcis-23014	1	11	6024	6024	NUM
fcis-23014	1	12	|	|	NOUN
fcis-23014	1	13	vol	vol	NOUN
fcis-23014	1	14	.	.	PROPN
fcis-23014	2	1	8	8	NUM
fcis-23014	2	2	,	,	PUNCT
fcis-23014	2	3	no	no	INTJ
fcis-23014	2	4	.	.	NOUN
fcis-23014	2	5	3	3	NUM
fcis-23014	2	6	,	,	PUNCT
fcis-23014	2	7	2024	2024	NUM
fcis-23014	2	8	80	80	NUM
fcis-23014	2	9	research	research	NOUN
fcis-23014	2	10	on	on	ADP
fcis-23014	2	11	equipment	equipment	NOUN
fcis-23014	2	12	fault	fault	NOUN
fcis-23014	2	13	identification	identification	NOUN
fcis-23014	2	14	method	method	NOUN
fcis-23014	2	15	and	and	CCONJ
fcis-23014	2	16	system	system	NOUN
fcis-23014	2	17	based	base	VERB
fcis-23014	2	18	on	on	ADP
fcis-23014	2	19	big	big	ADJ
fcis-23014	2	20	data	datum	NOUN
fcis-23014	2	21	correlation	correlation	NOUN
fcis-23014	2	22	analysis	analysis	NOUN
fcis-23014	2	23	dongxu	dongxu	PROPN
fcis-23014	2	24	yang	yang	PROPN
fcis-23014	2	25	,	,	PUNCT
fcis-23014	2	26	ran	run	VERB
fcis-23014	2	27	huo	huo	PROPN
fcis-23014	2	28	,	,	PUNCT
fcis-23014	2	29	jingquan	jingquan	PROPN
fcis-23014	2	30	jia	jia	PROPN
fcis-23014	2	31	,	,	PUNCT
fcis-23014	2	32	linxuan	linxuan	PROPN
fcis-23014	2	33	he	he	PRON
fcis-23014	2	34	faw	faw	PROPN
fcis-23014	2	35	group	group	NOUN
fcis-23014	2	36	engineering	engineering	PROPN
fcis-23014	2	37	and	and	CCONJ
fcis-23014	2	38	production	production	NOUN
fcis-23014	2	39	logistics	logistics	PROPN
fcis-23014	2	40	department	department	PROPN
fcis-23014	2	41	general	general	PROPN
fcis-23014	2	42	assembly	assembly	PROPN
fcis-23014	2	43	process	process	NOUN
fcis-23014	2	44	department	department	PROPN
fcis-23014	2	45	,	,	PUNCT
fcis-23014	2	46	changchun	changchun	PROPN
fcis-23014	2	47	,	,	PUNCT
fcis-23014	2	48	jilin	jilin	PROPN
fcis-23014	2	49	province	province	PROPN
fcis-23014	2	50	,	,	PUNCT
fcis-23014	2	51	china	china	PROPN
fcis-23014	2	52	abstract	abstract	PROPN
fcis-23014	2	53	:	:	PUNCT
fcis-23014	2	54	with	with	ADP
fcis-23014	2	55	the	the	DET
fcis-23014	2	56	rapid	rapid	ADJ
fcis-23014	2	57	progress	progress	NOUN
fcis-23014	2	58	in	in	ADP
fcis-23014	2	59	the	the	DET
fcis-23014	2	60	industrial	industrial	ADJ
fcis-23014	2	61	field	field	NOUN
fcis-23014	2	62	,	,	PUNCT
fcis-23014	2	63	equipment	equipment	NOUN
fcis-23014	2	64	fault	fault	NOUN
fcis-23014	2	65	identification	identification	NOUN
fcis-23014	2	66	plays	play	VERB
fcis-23014	2	67	a	a	DET
fcis-23014	2	68	crucial	crucial	ADJ
fcis-23014	2	69	role	role	NOUN
fcis-23014	2	70	in	in	ADP
fcis-23014	2	71	improving	improve	VERB
fcis-23014	2	72	production	production	NOUN
fcis-23014	2	73	efficiency	efficiency	NOUN
fcis-23014	2	74	and	and	CCONJ
fcis-23014	2	75	reducing	reduce	VERB
fcis-23014	2	76	operating	operating	NOUN
fcis-23014	2	77	costs	cost	NOUN
fcis-23014	2	78	.	.	PUNCT
fcis-23014	3	1	this	this	DET
fcis-23014	3	2	article	article	NOUN
fcis-23014	3	3	proposes	propose	VERB
fcis-23014	3	4	a	a	DET
fcis-23014	3	5	specialized	specialized	ADJ
fcis-23014	3	6	and	and	CCONJ
fcis-23014	3	7	efficient	efficient	ADJ
fcis-23014	3	8	equipment	equipment	NOUN
fcis-23014	3	9	fault	fault	NOUN
fcis-23014	3	10	identification	identification	NOUN
fcis-23014	3	11	method	method	NOUN
fcis-23014	3	12	and	and	CCONJ
fcis-23014	3	13	system	system	NOUN
fcis-23014	3	14	based	base	VERB
fcis-23014	3	15	on	on	ADP
fcis-23014	3	16	big	big	ADJ
fcis-23014	3	17	data	datum	NOUN
fcis-23014	3	18	correlation	correlation	NOUN
fcis-23014	3	19	analysis	analysis	NOUN
fcis-23014	3	20	.	.	PUNCT
fcis-23014	4	1	this	this	DET
fcis-23014	4	2	system	system	NOUN
fcis-23014	4	3	achieves	achieve	VERB
fcis-23014	4	4	precise	precise	ADJ
fcis-23014	4	5	identification	identification	NOUN
fcis-23014	4	6	of	of	ADP
fcis-23014	4	7	equipment	equipment	NOUN
fcis-23014	4	8	faults	fault	NOUN
fcis-23014	4	9	by	by	ADP
fcis-23014	4	10	finely	finely	ADV
fcis-23014	4	11	collecting	collect	VERB
fcis-23014	4	12	and	and	CCONJ
fcis-23014	4	13	preprocessing	preprocesse	VERB
fcis-23014	4	14	equipment	equipment	NOUN
fcis-23014	4	15	operation	operation	NOUN
fcis-23014	4	16	data	datum	NOUN
fcis-23014	4	17	,	,	PUNCT
fcis-23014	4	18	deeply	deeply	ADV
fcis-23014	4	19	exploring	explore	VERB
fcis-23014	4	20	potential	potential	ADJ
fcis-23014	4	21	association	association	NOUN
fcis-23014	4	22	rules	rule	NOUN
fcis-23014	4	23	between	between	ADP
fcis-23014	4	24	data	datum	NOUN
fcis-23014	4	25	.	.	PUNCT
fcis-23014	5	1	the	the	DET
fcis-23014	5	2	method	method	NOUN
fcis-23014	5	3	proposed	propose	VERB
fcis-23014	5	4	in	in	ADP
fcis-23014	5	5	this	this	DET
fcis-23014	5	6	article	article	NOUN
fcis-23014	5	7	not	not	PART
fcis-23014	5	8	only	only	ADV
fcis-23014	5	9	improves	improve	VERB
fcis-23014	5	10	the	the	DET
fcis-23014	5	11	accuracy	accuracy	NOUN
fcis-23014	5	12	of	of	ADP
fcis-23014	5	13	fault	fault	NOUN
fcis-23014	5	14	recognition	recognition	NOUN
fcis-23014	5	15	,	,	PUNCT
fcis-23014	5	16	but	but	CCONJ
fcis-23014	5	17	also	also	ADV
fcis-23014	5	18	significantly	significantly	ADV
fcis-23014	5	19	enhances	enhance	VERB
fcis-23014	5	20	recognition	recognition	NOUN
fcis-23014	5	21	efficiency	efficiency	NOUN
fcis-23014	5	22	,	,	PUNCT
fcis-23014	5	23	providing	provide	VERB
fcis-23014	5	24	strong	strong	ADJ
fcis-23014	5	25	support	support	NOUN
fcis-23014	5	26	for	for	ADP
fcis-23014	5	27	intelligent	intelligent	ADJ
fcis-23014	5	28	and	and	CCONJ
fcis-23014	5	29	refined	refined	ADJ
fcis-23014	5	30	management	management	NOUN
fcis-23014	5	31	in	in	ADP
fcis-23014	5	32	the	the	DET
fcis-23014	5	33	industrial	industrial	ADJ
fcis-23014	5	34	field	field	NOUN
fcis-23014	5	35	.	.	PUNCT
fcis-23014	6	1	keywords	keyword	NOUN
fcis-23014	6	2	:	:	PUNCT
fcis-23014	6	3	big	big	ADJ
fcis-23014	6	4	data	datum	NOUN
fcis-23014	6	5	;	;	PUNCT
fcis-23014	6	6	correlation	correlation	NOUN
fcis-23014	6	7	analysis	analysis	NOUN
fcis-23014	6	8	;	;	PUNCT
fcis-23014	6	9	equipment	equipment	NOUN
fcis-23014	6	10	fault	fault	NOUN
fcis-23014	6	11	identification	identification	NOUN
fcis-23014	6	12	.	.	PUNCT
fcis-23014	7	1	1	1	X
fcis-23014	7	2	.	.	X
fcis-23014	7	3	introduction	introduction	NOUN
fcis-23014	7	4	in	in	ADP
fcis-23014	7	5	the	the	DET
fcis-23014	7	6	industrial	industrial	ADJ
fcis-23014	7	7	field	field	NOUN
fcis-23014	7	8	,	,	PUNCT
fcis-23014	7	9	equipment	equipment	NOUN
fcis-23014	7	10	failures	failure	NOUN
fcis-23014	7	11	are	be	AUX
fcis-23014	7	12	one	one	NUM
fcis-23014	7	13	of	of	ADP
fcis-23014	7	14	the	the	DET
fcis-23014	7	15	main	main	ADJ
fcis-23014	7	16	reasons	reason	NOUN
fcis-23014	7	17	for	for	ADP
fcis-23014	7	18	decreased	decrease	VERB
fcis-23014	7	19	production	production	NOUN
fcis-23014	7	20	efficiency	efficiency	NOUN
fcis-23014	7	21	and	and	CCONJ
fcis-23014	7	22	increased	increase	VERB
fcis-23014	7	23	costs	cost	NOUN
fcis-23014	7	24	.	.	PUNCT
fcis-23014	8	1	traditional	traditional	ADJ
fcis-23014	8	2	equipment	equipment	NOUN
fcis-23014	8	3	fault	fault	NOUN
fcis-23014	8	4	identification	identification	NOUN
fcis-23014	8	5	methods	method	NOUN
fcis-23014	8	6	mainly	mainly	ADV
fcis-23014	8	7	rely	rely	VERB
fcis-23014	8	8	on	on	ADP
fcis-23014	8	9	manual	manual	ADJ
fcis-23014	8	10	experience	experience	NOUN
fcis-23014	8	11	and	and	CCONJ
fcis-23014	8	12	regular	regular	ADJ
fcis-23014	8	13	maintenance	maintenance	NOUN
fcis-23014	8	14	,	,	PUNCT
fcis-23014	8	15	which	which	PRON
fcis-23014	8	16	have	have	VERB
fcis-23014	8	17	problems	problem	NOUN
fcis-23014	8	18	such	such	ADJ
fcis-23014	8	19	as	as	ADP
fcis-23014	8	20	low	low	ADJ
fcis-23014	8	21	identification	identification	NOUN
fcis-23014	8	22	efficiency	efficiency	NOUN
fcis-23014	8	23	and	and	CCONJ
fcis-23014	8	24	poor	poor	ADJ
fcis-23014	8	25	accuracy	accuracy	NOUN
fcis-23014	8	26	.	.	PUNCT
fcis-23014	9	1	with	with	ADP
fcis-23014	9	2	the	the	DET
fcis-23014	9	3	continuous	continuous	ADJ
fcis-23014	9	4	development	development	NOUN
fcis-23014	9	5	of	of	ADP
fcis-23014	9	6	big	big	ADJ
fcis-23014	9	7	data	datum	NOUN
fcis-23014	9	8	technology	technology	NOUN
fcis-23014	9	9	,	,	PUNCT
fcis-23014	9	10	more	more	ADJ
fcis-23014	9	11	and	and	CCONJ
fcis-23014	9	12	more	more	ADJ
fcis-23014	9	13	researchers	researcher	NOUN
fcis-23014	9	14	are	be	AUX
fcis-23014	9	15	exploring	explore	VERB
fcis-23014	9	16	equipment	equipment	NOUN
fcis-23014	9	17	fault	fault	NOUN
fcis-23014	9	18	identification	identification	NOUN
fcis-23014	9	19	methods	method	NOUN
fcis-23014	9	20	based	base	VERB
fcis-23014	9	21	on	on	ADP
fcis-23014	9	22	big	big	ADJ
fcis-23014	9	23	data	datum	NOUN
fcis-23014	9	24	.	.	PUNCT
fcis-23014	10	1	this	this	DET
fcis-23014	10	2	article	article	NOUN
fcis-23014	10	3	proposes	propose	VERB
fcis-23014	10	4	a	a	DET
fcis-23014	10	5	device	device	NOUN
fcis-23014	10	6	fault	fault	VERB
fcis-23014	10	7	identification	identification	NOUN
fcis-23014	10	8	method	method	NOUN
fcis-23014	10	9	and	and	CCONJ
fcis-23014	10	10	system	system	NOUN
fcis-23014	10	11	based	base	VERB
fcis-23014	10	12	on	on	ADP
fcis-23014	10	13	big	big	ADJ
fcis-23014	10	14	data	datum	NOUN
fcis-23014	10	15	correlation	correlation	NOUN
fcis-23014	10	16	analysis	analysis	NOUN
fcis-23014	10	17	.	.	PUNCT
fcis-23014	11	1	through	through	ADP
fcis-23014	11	2	the	the	DET
fcis-23014	11	3	collection	collection	NOUN
fcis-23014	11	4	,	,	PUNCT
fcis-23014	11	5	preprocessing	preprocessing	NOUN
fcis-23014	11	6	,	,	PUNCT
fcis-23014	11	7	correlation	correlation	NOUN
fcis-23014	11	8	analysis	analysis	NOUN
fcis-23014	11	9	,	,	PUNCT
fcis-23014	11	10	and	and	CCONJ
fcis-23014	11	11	fault	fault	VERB
fcis-23014	11	12	identification	identification	NOUN
fcis-23014	11	13	of	of	ADP
fcis-23014	11	14	device	device	NOUN
fcis-23014	11	15	operation	operation	NOUN
fcis-23014	11	16	data	datum	NOUN
fcis-23014	11	17	,	,	PUNCT
fcis-23014	11	18	efficient	efficient	ADJ
fcis-23014	11	19	and	and	CCONJ
fcis-23014	11	20	accurate	accurate	ADJ
fcis-23014	11	21	identification	identification	NOUN
fcis-23014	11	22	of	of	ADP
fcis-23014	11	23	device	device	NOUN
fcis-23014	11	24	faults	fault	NOUN
fcis-23014	11	25	is	be	AUX
fcis-23014	11	26	achieved	achieve	VERB
fcis-23014	11	27	.	.	PUNCT
fcis-23014	12	1	2	2	X
fcis-23014	12	2	.	.	X
fcis-23014	12	3	principles	principle	NOUN
fcis-23014	12	4	of	of	ADP
fcis-23014	12	5	big	big	ADJ
fcis-23014	12	6	data	datum	NOUN
fcis-23014	12	7	correlation	correlation	NOUN
fcis-23014	12	8	analysis	analysis	NOUN
fcis-23014	12	9	big	big	ADJ
fcis-23014	12	10	data	datum	NOUN
fcis-23014	12	11	correlation	correlation	NOUN
fcis-23014	12	12	analysis	analysis	NOUN
fcis-23014	12	13	is	be	AUX
fcis-23014	12	14	a	a	DET
fcis-23014	12	15	method	method	NOUN
fcis-23014	12	16	of	of	ADP
fcis-23014	12	17	discovering	discover	VERB
fcis-23014	12	18	data	data	NOUN
fcis-23014	12	19	patterns	pattern	NOUN
fcis-23014	12	20	by	by	ADP
fcis-23014	12	21	mining	mining	NOUN
fcis-23014	12	22	potential	potential	ADJ
fcis-23014	12	23	relationships	relationship	NOUN
fcis-23014	12	24	between	between	ADP
fcis-23014	12	25	data	datum	NOUN
fcis-23014	12	26	.	.	PUNCT
fcis-23014	13	1	in	in	ADP
fcis-23014	13	2	equipment	equipment	NOUN
fcis-23014	13	3	fault	fault	NOUN
fcis-23014	13	4	identification	identification	NOUN
fcis-23014	13	5	,	,	PUNCT
fcis-23014	13	6	correlation	correlation	NOUN
fcis-23014	13	7	analysis	analysis	NOUN
fcis-23014	13	8	can	can	AUX
fcis-23014	13	9	help	help	VERB
fcis-23014	13	10	us	we	PRON
fcis-23014	13	11	discover	discover	VERB
fcis-23014	13	12	the	the	DET
fcis-23014	13	13	inherent	inherent	ADJ
fcis-23014	13	14	relationship	relationship	NOUN
fcis-23014	13	15	between	between	ADP
fcis-23014	13	16	equipment	equipment	NOUN
fcis-23014	13	17	operation	operation	NOUN
fcis-23014	13	18	data	datum	NOUN
fcis-23014	13	19	and	and	CCONJ
fcis-23014	13	20	faults	fault	NOUN
fcis-23014	13	21	,	,	PUNCT
fcis-23014	13	22	thereby	thereby	ADV
fcis-23014	13	23	achieving	achieve	VERB
fcis-23014	13	24	accurate	accurate	ADJ
fcis-23014	13	25	identification	identification	NOUN
fcis-23014	13	26	of	of	ADP
fcis-23014	13	27	equipment	equipment	NOUN
fcis-23014	13	28	faults	fault	NOUN
fcis-23014	13	29	.	.	PUNCT
fcis-23014	14	1	the	the	DET
fcis-23014	14	2	basic	basic	ADJ
fcis-23014	14	3	principles	principle	NOUN
fcis-23014	14	4	of	of	ADP
fcis-23014	14	5	association	association	NOUN
fcis-23014	14	6	analysis	analysis	NOUN
fcis-23014	14	7	include	include	VERB
fcis-23014	14	8	data	datum	NOUN
fcis-23014	14	9	preprocessing	preprocessing	NOUN
fcis-23014	14	10	,	,	PUNCT
fcis-23014	14	11	feature	feature	NOUN
fcis-23014	14	12	extraction	extraction	NOUN
fcis-23014	14	13	,	,	PUNCT
fcis-23014	14	14	association	association	NOUN
fcis-23014	14	15	rule	rule	NOUN
fcis-23014	14	16	mining	mining	NOUN
fcis-23014	14	17	,	,	PUNCT
fcis-23014	14	18	and	and	CCONJ
fcis-23014	14	19	result	result	VERB
fcis-23014	14	20	evaluation	evaluation	NOUN
fcis-23014	14	21	.	.	PUNCT
fcis-23014	15	1	3	3	X
fcis-23014	15	2	.	.	X
fcis-23014	15	3	equipment	equipment	NOUN
fcis-23014	15	4	fault	fault	NOUN
fcis-23014	15	5	identification	identification	NOUN
fcis-23014	15	6	method	method	NOUN
fcis-23014	15	7	the	the	DET
fcis-23014	15	8	equipment	equipment	NOUN
fcis-23014	15	9	fault	fault	NOUN
fcis-23014	15	10	identification	identification	NOUN
fcis-23014	15	11	method	method	NOUN
fcis-23014	15	12	based	base	VERB
fcis-23014	15	13	on	on	ADP
fcis-23014	15	14	big	big	ADJ
fcis-23014	15	15	data	datum	NOUN
fcis-23014	15	16	correlation	correlation	NOUN
fcis-23014	15	17	analysis	analysis	NOUN
fcis-23014	15	18	mainly	mainly	ADV
fcis-23014	15	19	includes	include	VERB
fcis-23014	15	20	the	the	DET
fcis-23014	15	21	following	follow	VERB
fcis-23014	15	22	steps	step	NOUN
fcis-23014	15	23	:	:	PUNCT
fcis-23014	15	24	figure	figure	NOUN
fcis-23014	15	25	1	1	NUM
fcis-23014	15	26	.	.	PUNCT
fcis-23014	15	27	system	system	NOUN
fcis-23014	15	28	web	web	NOUN
fcis-23014	15	29	display	display	NOUN
fcis-23014	15	30	1	1	NUM
fcis-23014	15	31	.	.	PUNCT
fcis-23014	15	32	data	datum	NOUN
fcis-23014	15	33	collection	collection	NOUN
fcis-23014	15	34	:	:	PUNCT
fcis-23014	15	35	real	real	ADJ
fcis-23014	15	36	time	time	NOUN
fcis-23014	15	37	collection	collection	NOUN
fcis-23014	15	38	of	of	ADP
fcis-23014	15	39	various	various	ADJ
fcis-23014	15	40	data	datum	NOUN
fcis-23014	15	41	during	during	ADP
fcis-23014	15	42	the	the	DET
fcis-23014	15	43	operation	operation	NOUN
fcis-23014	15	44	of	of	ADP
fcis-23014	15	45	online	online	ADJ
fcis-23014	15	46	devices	device	NOUN
fcis-23014	15	47	through	through	ADP
fcis-23014	15	48	network	network	NOUN
fcis-23014	15	49	monitoring	monitoring	NOUN
fcis-23014	15	50	devices	device	NOUN
fcis-23014	15	51	,	,	PUNCT
fcis-23014	15	52	including	include	VERB
fcis-23014	15	53	key	key	ADJ
fcis-23014	15	54	performance	performance	NOUN
fcis-23014	15	55	indicators	indicator	NOUN
fcis-23014	15	56	such	such	ADJ
fcis-23014	15	57	as	as	ADP
fcis-23014	15	58	cpu	cpu	ADJ
fcis-23014	15	59	utilization	utilization	NOUN
fcis-23014	15	60	and	and	CCONJ
fcis-23014	15	61	memory	memory	NOUN
fcis-23014	15	62	utilization	utilization	NOUN
fcis-23014	15	63	.	.	PUNCT
fcis-23014	16	1	during	during	ADP
fcis-23014	16	2	the	the	DET
fcis-23014	16	3	data	data	NOUN
fcis-23014	16	4	collection	collection	NOUN
fcis-23014	16	5	process	process	NOUN
fcis-23014	16	6	,	,	PUNCT
fcis-23014	16	7	the	the	DET
fcis-23014	16	8	system	system	NOUN
fcis-23014	16	9	pays	pay	VERB
fcis-23014	16	10	special	special	ADJ
fcis-23014	16	11	attention	attention	NOUN
fcis-23014	16	12	to	to	ADP
fcis-23014	16	13	the	the	DET
fcis-23014	16	14	port	port	NOUN
fcis-23014	16	15	status	status	NOUN
fcis-23014	16	16	and	and	CCONJ
fcis-23014	16	17	flow	flow	VERB
fcis-23014	16	18	situation	situation	NOUN
fcis-23014	16	19	of	of	ADP
fcis-23014	16	20	the	the	DET
fcis-23014	16	21	device	device	NOUN
fcis-23014	16	22	.	.	PUNCT
fcis-23014	17	1	by	by	ADP
fcis-23014	17	2	collecting	collect	VERB
fcis-23014	17	3	real	real	ADJ
fcis-23014	17	4	-	-	PUNCT
fcis-23014	17	5	time	time	NOUN
fcis-23014	17	6	data	datum	NOUN
fcis-23014	17	7	on	on	ADP
fcis-23014	17	8	port	port	NOUN
fcis-23014	17	9	traffic	traffic	NOUN
fcis-23014	17	10	,	,	PUNCT
fcis-23014	17	11	incorrect	incorrect	ADJ
fcis-23014	17	12	frame	frame	NOUN
fcis-23014	17	13	rates	rate	NOUN
fcis-23014	17	14	,	,	PUNCT
fcis-23014	17	15	and	and	CCONJ
fcis-23014	17	16	broadcast	broadcast	VERB
fcis-23014	17	17	frame	frame	NOUN
fcis-23014	17	18	rates	rate	NOUN
fcis-23014	17	19	,	,	PUNCT
fcis-23014	17	20	the	the	DET
fcis-23014	17	21	system	system	NOUN
fcis-23014	17	22	can	can	AUX
fcis-23014	17	23	accurately	accurately	ADV
fcis-23014	17	24	assess	assess	VERB
fcis-23014	17	25	the	the	DET
fcis-23014	17	26	quality	quality	NOUN
fcis-23014	17	27	and	and	CCONJ
fcis-23014	17	28	efficiency	efficiency	NOUN
fcis-23014	17	29	of	of	ADP
fcis-23014	17	30	network	network	NOUN
fcis-23014	17	31	transmission	transmission	NOUN
fcis-23014	17	32	.	.	PUNCT
fcis-23014	18	1	2	2	X
fcis-23014	18	2	.	.	X
fcis-23014	18	3	data	datum	NOUN
fcis-23014	18	4	preprocessing	preprocessing	NOUN
fcis-23014	18	5	:	:	PUNCT
fcis-23014	18	6	clean	clean	ADJ
fcis-23014	18	7	,	,	PUNCT
fcis-23014	18	8	denoise	denoise	NOUN
fcis-23014	18	9	,	,	PUNCT
fcis-23014	18	10	and	and	CCONJ
fcis-23014	18	11	standardize	standardize	VERB
fcis-23014	18	12	the	the	DET
fcis-23014	18	13	collected	collect	VERB
fcis-23014	18	14	raw	raw	ADJ
fcis-23014	18	15	data	datum	NOUN
fcis-23014	18	16	to	to	PART
fcis-23014	18	17	eliminate	eliminate	VERB
fcis-23014	18	18	outliers	outlier	NOUN
fcis-23014	18	19	and	and	CCONJ
fcis-23014	18	20	noise	noise	NOUN
fcis-23014	18	21	in	in	ADP
fcis-23014	18	22	the	the	DET
fcis-23014	18	23	data	datum	NOUN
fcis-23014	18	24	.	.	PUNCT
fcis-23014	19	1	3	3	X
fcis-23014	19	2	.	.	X
fcis-23014	19	3	feature	feature	NOUN
fcis-23014	19	4	extraction	extraction	NOUN
fcis-23014	19	5	:	:	PUNCT
fcis-23014	19	6	extract	extract	VERB
fcis-23014	19	7	key	key	ADJ
fcis-23014	19	8	features	feature	NOUN
fcis-23014	19	9	from	from	ADP
fcis-23014	19	10	preprocessed	preprocesse	VERB
fcis-23014	19	11	data	datum	NOUN
fcis-23014	19	12	that	that	PRON
fcis-23014	19	13	can	can	AUX
fcis-23014	19	14	reflect	reflect	VERB
fcis-23014	19	15	the	the	DET
fcis-23014	19	16	operating	operate	VERB
fcis-23014	19	17	status	status	NOUN
fcis-23014	19	18	of	of	ADP
fcis-23014	19	19	the	the	DET
fcis-23014	19	20	equipment	equipment	NOUN
fcis-23014	19	21	,	,	PUNCT
fcis-23014	19	22	and	and	CCONJ
fcis-23014	19	23	construct	construct	VERB
fcis-23014	19	24	feature	feature	NOUN
fcis-23014	19	25	vectors	vector	NOUN
fcis-23014	19	26	.	.	PUNCT
fcis-23014	20	1	81	81	NUM
fcis-23014	20	2	4	4	NUM
fcis-23014	20	3	.	.	PUNCT
fcis-23014	20	4	association	association	NOUN
fcis-23014	20	5	rule	rule	NOUN
fcis-23014	20	6	mining	mining	NOUN
fcis-23014	20	7	:	:	PUNCT
fcis-23014	20	8	using	use	VERB
fcis-23014	20	9	association	association	NOUN
fcis-23014	20	10	analysis	analysis	NOUN
fcis-23014	20	11	algorithms	algorithm	NOUN
fcis-23014	20	12	to	to	ADP
fcis-23014	20	13	mine	mine	PRON
fcis-23014	20	14	feature	feature	NOUN
fcis-23014	20	15	vectors	vector	NOUN
fcis-23014	20	16	and	and	CCONJ
fcis-23014	20	17	discover	discover	VERB
fcis-23014	20	18	association	association	NOUN
fcis-23014	20	19	rules	rule	NOUN
fcis-23014	20	20	between	between	ADP
fcis-23014	20	21	equipment	equipment	NOUN
fcis-23014	20	22	operation	operation	NOUN
fcis-23014	20	23	data	datum	NOUN
fcis-23014	20	24	and	and	CCONJ
fcis-23014	20	25	faults	fault	NOUN
fcis-23014	20	26	.	.	PUNCT
fcis-23014	21	1	5	5	X
fcis-23014	21	2	.	.	X
fcis-23014	21	3	fault	fault	VERB
fcis-23014	21	4	identification	identification	NOUN
fcis-23014	21	5	and	and	CCONJ
fcis-23014	21	6	warning	warning	NOUN
fcis-23014	21	7	:	:	PUNCT
fcis-23014	21	8	based	base	VERB
fcis-23014	21	9	on	on	ADP
fcis-23014	21	10	the	the	DET
fcis-23014	21	11	mined	mine	VERB
fcis-23014	21	12	association	association	NOUN
fcis-23014	21	13	rules	rule	NOUN
fcis-23014	21	14	,	,	PUNCT
fcis-23014	21	15	real	real	ADJ
fcis-23014	21	16	-	-	PUNCT
fcis-23014	21	17	time	time	NOUN
fcis-23014	21	18	analysis	analysis	NOUN
fcis-23014	21	19	of	of	ADP
fcis-23014	21	20	equipment	equipment	NOUN
fcis-23014	21	21	operation	operation	NOUN
fcis-23014	21	22	status	status	NOUN
fcis-23014	21	23	is	be	AUX
fcis-23014	21	24	carried	carry	VERB
fcis-23014	21	25	out	out	ADP
fcis-23014	21	26	.	.	PUNCT
fcis-23014	22	1	when	when	SCONJ
fcis-23014	22	2	abnormal	abnormal	ADJ
fcis-23014	22	3	modes	mode	NOUN
fcis-23014	22	4	are	be	AUX
fcis-23014	22	5	found	find	VERB
fcis-23014	22	6	,	,	PUNCT
fcis-23014	22	7	fault	fault	VERB
fcis-23014	22	8	warnings	warning	NOUN
fcis-23014	22	9	are	be	AUX
fcis-23014	22	10	issued	issue	VERB
fcis-23014	22	11	in	in	ADP
fcis-23014	22	12	a	a	DET
fcis-23014	22	13	timely	timely	ADJ
fcis-23014	22	14	manner	manner	NOUN
fcis-23014	22	15	.	.	PUNCT
fcis-23014	23	1	the	the	DET
fcis-23014	23	2	system	system	NOUN
fcis-23014	23	3	is	be	AUX
fcis-23014	23	4	divided	divide	VERB
fcis-23014	23	5	into	into	ADP
fcis-23014	23	6	four	four	NUM
fcis-23014	23	7	modules	module	NOUN
fcis-23014	23	8	,	,	PUNCT
fcis-23014	23	9	namely	namely	ADV
fcis-23014	23	10	network	network	NOUN
fcis-23014	23	11	monitoring	monitoring	NOUN
fcis-23014	23	12	module	module	NOUN
fcis-23014	23	13	,	,	PUNCT
fcis-23014	23	14	application	application	NOUN
fcis-23014	23	15	monitoring	monitoring	NOUN
fcis-23014	23	16	module	module	NOUN
fcis-23014	23	17	,	,	PUNCT
fcis-23014	23	18	analysis	analysis	NOUN
fcis-23014	23	19	warning	warning	NOUN
fcis-23014	23	20	module	module	NOUN
fcis-23014	23	21	,	,	PUNCT
fcis-23014	23	22	and	and	CCONJ
fcis-23014	23	23	simulation	simulation	NOUN
fcis-23014	23	24	testing	testing	NOUN
fcis-23014	23	25	module	module	NOUN
fcis-23014	23	26	.	.	PUNCT
fcis-23014	24	1	figure	figure	NOUN
fcis-23014	24	2	1	1	NUM
fcis-23014	24	3	shows	show	VERB
fcis-23014	24	4	the	the	DET
fcis-23014	24	5	web	web	NOUN
fcis-23014	24	6	end	end	NOUN
fcis-23014	24	7	display	display	NOUN
fcis-23014	24	8	of	of	ADP
fcis-23014	24	9	the	the	DET
fcis-23014	24	10	system	system	NOUN
fcis-23014	24	11	.	.	PUNCT
fcis-23014	25	1	the	the	DET
fcis-23014	25	2	menu	menu	NOUN
fcis-23014	25	3	is	be	AUX
fcis-23014	25	4	divided	divide	VERB
fcis-23014	25	5	into	into	ADP
fcis-23014	25	6	9	9	NUM
fcis-23014	25	7	items	item	NOUN
fcis-23014	25	8	,	,	PUNCT
fcis-23014	25	9	including	include	VERB
fcis-23014	25	10	data	data	NOUN
fcis-23014	25	11	quality	quality	NOUN
fcis-23014	25	12	monitoring	monitoring	NOUN
fcis-23014	25	13	,	,	PUNCT
fcis-23014	25	14	vehicle	vehicle	NOUN
fcis-23014	25	15	anomaly	anomaly	NOUN
fcis-23014	25	16	monitoring	monitoring	NOUN
fcis-23014	25	17	,	,	PUNCT
fcis-23014	25	18	big	big	ADJ
fcis-23014	25	19	data	datum	NOUN
fcis-23014	25	20	analysis	analysis	NOUN
fcis-23014	25	21	,	,	PUNCT
fcis-23014	25	22	and	and	CCONJ
fcis-23014	25	23	system	system	NOUN
fcis-23014	25	24	monitoring	monitoring	NOUN
fcis-23014	25	25	,	,	PUNCT
fcis-23014	25	26	each	each	PRON
fcis-23014	25	27	of	of	ADP
fcis-23014	25	28	which	which	PRON
fcis-23014	25	29	can	can	AUX
fcis-23014	25	30	be	be	AUX
fcis-23014	25	31	analyzed	analyze	VERB
fcis-23014	25	32	.	.	PUNCT
fcis-23014	26	1	4	4	X
fcis-23014	26	2	.	.	X
fcis-23014	26	3	design	design	NOUN
fcis-23014	26	4	and	and	CCONJ
fcis-23014	26	5	implementation	implementation	NOUN
fcis-23014	26	6	of	of	ADP
fcis-23014	26	7	data	datum	NOUN
fcis-23014	26	8	monitoring	monitoring	NOUN
fcis-23014	26	9	and	and	CCONJ
fcis-23014	26	10	early	early	ADJ
fcis-23014	26	11	warning	warning	NOUN
fcis-23014	26	12	system	system	NOUN
fcis-23014	26	13	the	the	DET
fcis-23014	26	14	design	design	NOUN
fcis-23014	26	15	and	and	CCONJ
fcis-23014	26	16	implementation	implementation	NOUN
fcis-23014	26	17	of	of	ADP
fcis-23014	26	18	a	a	DET
fcis-23014	26	19	data	datum	NOUN
fcis-23014	26	20	monitoring	monitoring	NOUN
fcis-23014	26	21	and	and	CCONJ
fcis-23014	26	22	early	early	ADJ
fcis-23014	26	23	warning	warning	NOUN
fcis-23014	26	24	system	system	NOUN
fcis-23014	26	25	are	be	AUX
fcis-23014	26	26	described	describe	VERB
fcis-23014	26	27	from	from	ADP
fcis-23014	26	28	two	two	NUM
fcis-23014	26	29	aspects	aspect	NOUN
fcis-23014	26	30	:	:	PUNCT
fcis-23014	26	31	overall	overall	ADJ
fcis-23014	26	32	system	system	NOUN
fcis-23014	26	33	functions	function	NOUN
fcis-23014	26	34	and	and	CCONJ
fcis-23014	26	35	system	system	NOUN
fcis-23014	26	36	algorithm	algorithm	NOUN
fcis-23014	26	37	interfaces	interface	NOUN
fcis-23014	26	38	.	.	PUNCT
fcis-23014	27	1	4.1	4.1	NUM
fcis-23014	27	2	.	.	PUNCT
fcis-23014	27	3	overall	overall	ADJ
fcis-23014	27	4	system	system	NOUN
fcis-23014	27	5	functionality	functionality	VERB
fcis-23014	27	6	the	the	DET
fcis-23014	27	7	data	datum	NOUN
fcis-23014	27	8	monitoring	monitoring	NOUN
fcis-23014	27	9	and	and	CCONJ
fcis-23014	27	10	early	early	ADJ
fcis-23014	27	11	warning	warning	NOUN
fcis-23014	27	12	system	system	NOUN
fcis-23014	27	13	is	be	AUX
fcis-23014	27	14	a	a	DET
fcis-23014	27	15	monitoring	monitoring	NOUN
fcis-23014	27	16	platform	platform	NOUN
fcis-23014	27	17	that	that	PRON
fcis-23014	27	18	integrates	integrate	VERB
fcis-23014	27	19	data	datum	NOUN
fcis-23014	27	20	collection	collection	NOUN
fcis-23014	27	21	,	,	PUNCT
fcis-23014	27	22	data	datum	NOUN
fcis-23014	27	23	analysis	analysis	NOUN
fcis-23014	27	24	,	,	PUNCT
fcis-23014	27	25	data	datum	NOUN
fcis-23014	27	26	calculation	calculation	NOUN
fcis-23014	27	27	,	,	PUNCT
fcis-23014	27	28	data	datum	NOUN
fcis-23014	27	29	display	display	NOUN
fcis-23014	27	30	,	,	PUNCT
fcis-23014	27	31	data	datum	NOUN
fcis-23014	27	32	monitoring	monitoring	NOUN
fcis-23014	27	33	,	,	PUNCT
fcis-23014	27	34	and	and	CCONJ
fcis-23014	27	35	early	early	ADJ
fcis-23014	27	36	warning	warning	NOUN
fcis-23014	27	37	.	.	PUNCT
fcis-23014	28	1	the	the	DET
fcis-23014	28	2	overall	overall	ADJ
fcis-23014	28	3	system	system	NOUN
fcis-23014	28	4	functions	function	NOUN
fcis-23014	28	5	are	be	AUX
fcis-23014	28	6	divided	divide	VERB
fcis-23014	28	7	into	into	ADP
fcis-23014	28	8	two	two	NUM
fcis-23014	28	9	major	major	ADJ
fcis-23014	28	10	parts	part	NOUN
fcis-23014	28	11	:	:	PUNCT
fcis-23014	28	12	business	business	NOUN
fcis-23014	28	13	modules	module	NOUN
fcis-23014	28	14	and	and	CCONJ
fcis-23014	28	15	technical	technical	ADJ
fcis-23014	28	16	architecture	architecture	NOUN
fcis-23014	28	17	.	.	PUNCT
fcis-23014	29	1	(	(	PUNCT
fcis-23014	29	2	1	1	X
fcis-23014	29	3	)	)	PUNCT
fcis-23014	29	4	business	business	NOUN
fcis-23014	29	5	module	module	NOUN
fcis-23014	29	6	the	the	DET
fcis-23014	29	7	business	business	NOUN
fcis-23014	29	8	module	module	NOUN
fcis-23014	29	9	is	be	AUX
fcis-23014	29	10	written	write	VERB
fcis-23014	29	11	and	and	CCONJ
fcis-23014	29	12	implemented	implement	VERB
fcis-23014	29	13	in	in	ADP
fcis-23014	29	14	java	java	PROPN
fcis-23014	29	15	code	code	PROPN
fcis-23014	29	16	,	,	PUNCT
fcis-23014	29	17	and	and	CCONJ
fcis-23014	29	18	its	its	PRON
fcis-23014	29	19	main	main	ADJ
fcis-23014	29	20	function	function	NOUN
fcis-23014	29	21	is	be	AUX
fcis-23014	29	22	to	to	PART
fcis-23014	29	23	monitor	monitor	VERB
fcis-23014	29	24	,	,	PUNCT
fcis-23014	29	25	warn	warn	VERB
fcis-23014	29	26	,	,	PUNCT
fcis-23014	29	27	and	and	CCONJ
fcis-23014	29	28	display	display	VERB
fcis-23014	29	29	the	the	DET
fcis-23014	29	30	overall	overall	ADJ
fcis-23014	29	31	situation	situation	NOUN
fcis-23014	29	32	of	of	ADP
fcis-23014	29	33	the	the	DET
fcis-23014	29	34	device	device	NOUN
fcis-23014	29	35	.	.	PUNCT
fcis-23014	30	1	network	network	NOUN
fcis-23014	30	2	monitoring	monitoring	NOUN
fcis-23014	30	3	:	:	PUNCT
fcis-23014	30	4	monitors	monitor	VERB
fcis-23014	30	5	the	the	DET
fcis-23014	30	6	physical	physical	ADJ
fcis-23014	30	7	links	link	NOUN
fcis-23014	30	8	of	of	ADP
fcis-23014	30	9	the	the	DET
fcis-23014	30	10	network	network	NOUN
fcis-23014	30	11	and	and	CCONJ
fcis-23014	30	12	identifies	identify	VERB
fcis-23014	30	13	underlying	underlie	VERB
fcis-23014	30	14	physical	physical	ADJ
fcis-23014	30	15	faults	fault	NOUN
fcis-23014	30	16	for	for	ADP
fcis-23014	30	17	early	early	ADJ
fcis-23014	30	18	warning	warning	NOUN
fcis-23014	30	19	.	.	PUNCT
fcis-23014	31	1	application	application	NOUN
fcis-23014	31	2	monitoring	monitoring	NOUN
fcis-23014	31	3	:	:	PUNCT
fcis-23014	31	4	monitor	monitor	VERB
fcis-23014	31	5	the	the	DET
fcis-23014	31	6	data	datum	NOUN
fcis-23014	31	7	processing	processing	NOUN
fcis-23014	31	8	and	and	CCONJ
fcis-23014	31	9	flow	flow	NOUN
fcis-23014	31	10	process	process	NOUN
fcis-23014	31	11	of	of	ADP
fcis-23014	31	12	the	the	DET
fcis-23014	31	13	application	application	NOUN
fcis-23014	31	14	system	system	NOUN
fcis-23014	31	15	,	,	PUNCT
fcis-23014	31	16	and	and	CCONJ
fcis-23014	31	17	refine	refine	VERB
fcis-23014	31	18	the	the	DET
fcis-23014	31	19	monitoring	monitoring	NOUN
fcis-23014	31	20	granularity	granularity	NOUN
fcis-23014	31	21	.	.	PUNCT
fcis-23014	32	1	analysis	analysis	NOUN
fcis-23014	32	2	and	and	CCONJ
fcis-23014	32	3	warning	warning	NOUN
fcis-23014	32	4	:	:	PUNCT
fcis-23014	32	5	integrating	integrate	VERB
fcis-23014	32	6	monitoring	monitor	VERB
fcis-23014	32	7	data	datum	NOUN
fcis-23014	32	8	from	from	ADP
fcis-23014	32	9	multiple	multiple	ADJ
fcis-23014	32	10	links	link	NOUN
fcis-23014	32	11	and	and	CCONJ
fcis-23014	32	12	devices	device	NOUN
fcis-23014	32	13	,	,	PUNCT
fcis-23014	32	14	conducting	conduct	VERB
fcis-23014	32	15	fusion	fusion	NOUN
fcis-23014	32	16	analysis	analysis	NOUN
fcis-23014	32	17	,	,	PUNCT
fcis-23014	32	18	establishing	establish	VERB
fcis-23014	32	19	a	a	DET
fcis-23014	32	20	multi	multi	ADJ
fcis-23014	32	21	scenario	scenario	NOUN
fcis-23014	32	22	warning	warning	NOUN
fcis-23014	32	23	model	model	NOUN
fcis-23014	32	24	,	,	PUNCT
fcis-23014	32	25	and	and	CCONJ
fcis-23014	32	26	accurately	accurately	ADV
fcis-23014	32	27	and	and	CCONJ
fcis-23014	32	28	quickly	quickly	ADV
fcis-23014	32	29	locating	locate	VERB
fcis-23014	32	30	faults	fault	NOUN
fcis-23014	32	31	.	.	PUNCT
fcis-23014	33	1	simulation	simulation	NOUN
fcis-23014	33	2	testing	testing	NOUN
fcis-23014	33	3	:	:	PUNCT
fcis-23014	33	4	simulate	simulate	VERB
fcis-23014	33	5	real	real	ADJ
fcis-23014	33	6	environmental	environmental	ADJ
fcis-23014	33	7	data	datum	NOUN
fcis-23014	33	8	,	,	PUNCT
fcis-23014	33	9	conduct	conduct	VERB
fcis-23014	33	10	system	system	NOUN
fcis-23014	33	11	online	online	NOUN
fcis-23014	33	12	simulation	simulation	NOUN
fcis-23014	33	13	testing	testing	NOUN
fcis-23014	33	14	in	in	ADP
fcis-23014	33	15	advance	advance	NOUN
fcis-23014	33	16	,	,	PUNCT
fcis-23014	33	17	and	and	CCONJ
fcis-23014	33	18	automatically	automatically	ADV
fcis-23014	33	19	determine	determine	VERB
fcis-23014	33	20	test	test	NOUN
fcis-23014	33	21	results	result	NOUN
fcis-23014	33	22	.	.	PUNCT
fcis-23014	34	1	system	system	NOUN
fcis-23014	34	2	management	management	NOUN
fcis-23014	34	3	,	,	PUNCT
fcis-23014	34	4	including	include	VERB
fcis-23014	34	5	user	user	NOUN
fcis-23014	34	6	management	management	NOUN
fcis-23014	34	7	,	,	PUNCT
fcis-23014	34	8	role	role	NOUN
fcis-23014	34	9	management	management	NOUN
fcis-23014	34	10	,	,	PUNCT
fcis-23014	34	11	permission	permission	NOUN
fcis-23014	34	12	allocation	allocation	NOUN
fcis-23014	34	13	,	,	PUNCT
fcis-23014	34	14	menu	menu	NOUN
fcis-23014	34	15	management	management	NOUN
fcis-23014	34	16	,	,	PUNCT
fcis-23014	34	17	and	and	CCONJ
fcis-23014	34	18	log	log	VERB
fcis-23014	34	19	management	management	NOUN
fcis-23014	34	20	.	.	PUNCT
fcis-23014	35	1	(	(	PUNCT
fcis-23014	35	2	2	2	X
fcis-23014	35	3	)	)	PUNCT
fcis-23014	35	4	technical	technical	ADJ
fcis-23014	35	5	architecture	architecture	NOUN
fcis-23014	35	6	after	after	ADP
fcis-23014	35	7	the	the	DET
fcis-23014	35	8	successful	successful	ADJ
fcis-23014	35	9	construction	construction	NOUN
fcis-23014	35	10	of	of	ADP
fcis-23014	35	11	the	the	DET
fcis-23014	35	12	high	high	ADJ
fcis-23014	35	13	concurrency	concurrency	NOUN
fcis-23014	35	14	,	,	PUNCT
fcis-23014	35	15	high	high	ADJ
fcis-23014	35	16	scalability	scalability	NOUN
fcis-23014	35	17	,	,	PUNCT
fcis-23014	35	18	and	and	CCONJ
fcis-23014	35	19	high	high	ADJ
fcis-23014	35	20	availability	availability	NOUN
fcis-23014	35	21	monitoring	monitoring	NOUN
fcis-23014	35	22	and	and	CCONJ
fcis-23014	35	23	early	early	ADJ
fcis-23014	35	24	warning	warning	NOUN
fcis-23014	35	25	platform	platform	NOUN
fcis-23014	35	26	studied	study	VERB
fcis-23014	35	27	in	in	ADP
fcis-23014	35	28	this	this	DET
fcis-23014	35	29	system	system	NOUN
fcis-23014	35	30	,	,	PUNCT
fcis-23014	35	31	it	it	PRON
fcis-23014	35	32	can	can	AUX
fcis-23014	35	33	support	support	VERB
fcis-23014	35	34	the	the	DET
fcis-23014	35	35	expansion	expansion	NOUN
fcis-23014	35	36	of	of	ADP
fcis-23014	35	37	intelligent	intelligent	ADJ
fcis-23014	35	38	devices	device	NOUN
fcis-23014	35	39	in	in	ADP
fcis-23014	35	40	various	various	ADJ
fcis-23014	35	41	fields	field	NOUN
fcis-23014	35	42	(	(	PUNCT
fcis-23014	35	43	snmp	snmp	PROPN
fcis-23014	35	44	,	,	PUNCT
fcis-23014	35	45	ipmi	ipmi	PROPN
fcis-23014	35	46	v2.0	v2.0	PROPN
fcis-23014	35	47	/	/	SYM
fcis-23014	35	48	v1.5	v1.5	NOUN
fcis-23014	35	49	protocol	protocol	NOUN
fcis-23014	35	50	)	)	PUNCT
fcis-23014	35	51	,	,	PUNCT
fcis-23014	35	52	with	with	ADP
fcis-23014	35	53	only	only	ADV
fcis-23014	35	54	the	the	DET
fcis-23014	35	55	adaptation	adaptation	NOUN
fcis-23014	35	56	of	of	ADP
fcis-23014	35	57	protocols	protocol	NOUN
fcis-23014	35	58	and	and	CCONJ
fcis-23014	35	59	databases	database	NOUN
fcis-23014	35	60	(	(	PUNCT
fcis-23014	35	61	oracle	oracle	NOUN
fcis-23014	35	62	,	,	PUNCT
fcis-23014	35	63	sqlserver	sqlserver	PROPN
fcis-23014	35	64	,	,	PUNCT
fcis-23014	35	65	dm	dm	NOUN
fcis-23014	35	66	,	,	PUNCT
fcis-23014	35	67	sybase	sybase	PROPN
fcis-23014	35	68	,	,	PUNCT
fcis-23014	35	69	informix	informix	PROPN
fcis-23014	35	70	,	,	PUNCT
fcis-23014	35	71	db2	db2	PROPN
fcis-23014	35	72	,	,	PUNCT
fcis-23014	35	73	mysql	mysql	NOUN
fcis-23014	35	74	,	,	PUNCT
fcis-23014	35	75	postgresql	postgresql	NOUN
fcis-23014	35	76	,	,	PUNCT
fcis-23014	35	77	etc	etc	X
fcis-23014	35	78	.	.	X
fcis-23014	35	79	)	)	PUNCT
fcis-23014	35	80	.	.	PUNCT
fcis-23014	36	1	the	the	DET
fcis-23014	36	2	technical	technical	ADJ
fcis-23014	36	3	architecture	architecture	NOUN
fcis-23014	36	4	is	be	AUX
fcis-23014	36	5	shown	show	VERB
fcis-23014	36	6	in	in	ADP
fcis-23014	36	7	figure	figure	NOUN
fcis-23014	36	8	2	2	NUM
fcis-23014	36	9	.	.	PUNCT
fcis-23014	36	10	figure	figure	NOUN
fcis-23014	36	11	2	2	NUM
fcis-23014	36	12	.	.	PUNCT
fcis-23014	36	13	overall	overall	ADJ
fcis-23014	36	14	technical	technical	ADJ
fcis-23014	36	15	architecture	architecture	NOUN
fcis-23014	36	16	of	of	ADP
fcis-23014	36	17	the	the	DET
fcis-23014	36	18	system	system	NOUN
fcis-23014	36	19	4.2	4.2	NUM
fcis-23014	36	20	.	.	PUNCT
fcis-23014	37	1	system	system	NOUN
fcis-23014	37	2	algorithm	algorithm	NOUN
fcis-23014	37	3	interface	interface	VERB
fcis-23014	37	4	the	the	DET
fcis-23014	37	5	algorithm	algorithm	NOUN
fcis-23014	37	6	platform	platform	NOUN
fcis-23014	37	7	is	be	AUX
fcis-23014	37	8	implemented	implement	VERB
fcis-23014	37	9	using	use	VERB
fcis-23014	37	10	java	java	PROPN
fcis-23014	37	11	integrated	integrate	VERB
fcis-23014	37	12	python	python	PROPN
fcis-23014	37	13	script	script	NOUN
fcis-23014	37	14	coding	coding	NOUN
fcis-23014	37	15	.	.	PUNCT
fcis-23014	38	1	the	the	DET
fcis-23014	38	2	purpose	purpose	NOUN
fcis-23014	38	3	of	of	ADP
fcis-23014	38	4	this	this	DET
fcis-23014	38	5	design	design	NOUN
fcis-23014	38	6	is	be	AUX
fcis-23014	38	7	to	to	PART
fcis-23014	38	8	fully	fully	ADV
fcis-23014	38	9	utilize	utilize	VERB
fcis-23014	38	10	the	the	DET
fcis-23014	38	11	flexibility	flexibility	NOUN
fcis-23014	38	12	and	and	CCONJ
fcis-23014	38	13	scalability	scalability	NOUN
fcis-23014	38	14	of	of	ADP
fcis-23014	38	15	python	python	NOUN
fcis-23014	38	16	coding	code	VERB
fcis-23014	38	17	in	in	ADP
fcis-23014	38	18	big	big	ADJ
fcis-23014	38	19	data	datum	NOUN
fcis-23014	38	20	analysis	analysis	NOUN
fcis-23014	38	21	,	,	PUNCT
fcis-23014	38	22	and	and	CCONJ
fcis-23014	38	23	to	to	PART
fcis-23014	38	24	fully	fully	ADV
fcis-23014	38	25	utilize	utilize	VERB
fcis-23014	38	26	the	the	DET
fcis-23014	38	27	shell	shell	NOUN
fcis-23014	38	28	of	of	ADP
fcis-23014	38	29	the	the	DET
fcis-23014	38	30	java	java	PROPN
fcis-23014	38	31	framework	framework	NOUN
fcis-23014	38	32	to	to	PART
fcis-23014	38	33	make	make	VERB
fcis-23014	38	34	it	it	PRON
fcis-23014	38	35	an	an	DET
fcis-23014	38	36	independent	independent	ADJ
fcis-23014	38	37	service	service	NOUN
fcis-23014	38	38	.	.	PUNCT
fcis-23014	39	1	it	it	PRON
fcis-23014	39	2	can	can	AUX
fcis-23014	39	3	also	also	ADV
fcis-23014	39	4	integrate	integrate	VERB
fcis-23014	39	5	with	with	ADP
fcis-23014	39	6	the	the	DET
fcis-23014	39	7	provided	provide	VERB
fcis-23014	39	8	api	api	NOUN
fcis-23014	39	9	and	and	CCONJ
fcis-23014	39	10	business	business	NOUN
fcis-23014	39	11	platform	platform	NOUN
fcis-23014	39	12	to	to	PART
fcis-23014	39	13	achieve	achieve	VERB
fcis-23014	39	14	the	the	DET
fcis-23014	39	15	effect	effect	NOUN
fcis-23014	39	16	of	of	ADP
fcis-23014	39	17	integrating	integrate	VERB
fcis-23014	39	18	models	model	NOUN
fcis-23014	39	19	.	.	PUNCT
fcis-23014	40	1	the	the	DET
fcis-23014	40	2	integration	integration	NOUN
fcis-23014	40	3	solution	solution	NOUN
fcis-23014	40	4	adopts	adopt	VERB
fcis-23014	40	5	a	a	DET
fcis-23014	40	6	technical	technical	ADJ
fcis-23014	40	7	approach	approach	NOUN
fcis-23014	40	8	of	of	ADP
fcis-23014	40	9	placing	place	VERB
fcis-23014	40	10	python	python	NOUN
fcis-23014	40	11	code	code	NOUN
fcis-23014	40	12	as	as	ADP
fcis-23014	40	13	a	a	DET
fcis-23014	40	14	folder	folder	NOUN
fcis-23014	40	15	in	in	ADP
fcis-23014	40	16	the	the	DET
fcis-23014	40	17	java	java	PROPN
fcis-23014	40	18	framework	framework	NOUN
fcis-23014	40	19	's	's	PART
fcis-23014	40	20	resource	resource	NOUN
fcis-23014	40	21	folder	folder	NOUN
fcis-23014	40	22	,	,	PUNCT
fcis-23014	40	23	and	and	CCONJ
fcis-23014	40	24	calling	call	VERB
fcis-23014	40	25	and	and	CCONJ
fcis-23014	40	26	executing	execute	VERB
fcis-23014	40	27	python	python	NOUN
fcis-23014	40	28	scripts	script	NOUN
fcis-23014	40	29	through	through	ADP
fcis-23014	40	30	the	the	DET
fcis-23014	40	31	command	command	NOUN
fcis-23014	40	32	line	line	NOUN
fcis-23014	40	33	in	in	ADP
fcis-23014	40	34	the	the	DET
fcis-23014	40	35	code	code	NOUN
fcis-23014	40	36	.	.	PUNCT
fcis-23014	41	1	5	5	X
fcis-23014	41	2	.	.	X
fcis-23014	41	3	predictive	predictive	ADJ
fcis-23014	41	4	model	model	NOUN
fcis-23014	41	5	algorithm	algorithm	PROPN
fcis-23014	41	6	realize	realize	VERB
fcis-23014	41	7	advance	advance	NOUN
fcis-23014	41	8	prediction	prediction	NOUN
fcis-23014	41	9	function	function	NOUN
fcis-23014	41	10	through	through	ADP
fcis-23014	41	11	time	time	NOUN
fcis-23014	41	12	series	series	PROPN
fcis-23014	41	13	prediction	prediction	NOUN
fcis-23014	41	14	algorithm	algorithm	NOUN
fcis-23014	41	15	.	.	PUNCT
fcis-23014	42	1	this	this	DET
fcis-23014	42	2	algorithm	algorithm	NOUN
fcis-23014	42	3	predicts	predict	VERB
fcis-23014	42	4	future	future	ADJ
fcis-23014	42	5	data	datum	NOUN
fcis-23014	42	6	based	base	VERB
fcis-23014	42	7	on	on	ADP
fcis-23014	42	8	historical	historical	ADJ
fcis-23014	42	9	data	datum	NOUN
fcis-23014	42	10	,	,	PUNCT
fcis-23014	42	11	and	and	CCONJ
fcis-23014	42	12	the	the	DET
fcis-23014	42	13	predicted	predict	VERB
fcis-23014	42	14	results	result	NOUN
fcis-23014	42	15	can	can	AUX
fcis-23014	42	16	be	be	AUX
fcis-23014	42	17	used	use	VERB
fcis-23014	42	18	to	to	PART
fcis-23014	42	19	predict	predict	VERB
fcis-23014	42	20	information	information	NOUN
fcis-23014	42	21	such	such	ADJ
fcis-23014	42	22	as	as	ADP
fcis-23014	42	23	it	it	PRON
fcis-23014	42	24	infrastructure	infrastructure	NOUN
fcis-23014	42	25	performance	performance	NOUN
fcis-23014	42	26	and	and	CCONJ
fcis-23014	42	27	resource	resource	NOUN
fcis-23014	42	28	usage	usage	NOUN
fcis-23014	42	29	.	.	PUNCT
fcis-23014	43	1	it	it	PRON
fcis-23014	43	2	also	also	ADV
fcis-23014	43	3	provides	provide	VERB
fcis-23014	43	4	reminders	reminder	NOUN
fcis-23014	43	5	,	,	PUNCT
fcis-23014	43	6	alarms	alarm	NOUN
fcis-23014	43	7	,	,	PUNCT
fcis-23014	43	8	and	and	CCONJ
fcis-23014	43	9	other	other	ADJ
fcis-23014	43	10	functions	function	NOUN
fcis-23014	43	11	in	in	ADP
fcis-23014	43	12	case	case	NOUN
fcis-23014	43	13	of	of	ADP
fcis-23014	43	14	performance	performance	NOUN
fcis-23014	43	15	degradation	degradation	NOUN
fcis-23014	43	16	or	or	CCONJ
fcis-23014	43	17	resource	resource	NOUN
fcis-23014	43	18	shortages	shortage	NOUN
fcis-23014	43	19	.	.	PUNCT
fcis-23014	44	1	time	time	PROPN
fcis-23014	44	2	series	series	PROPN
fcis-23014	44	3	prediction	prediction	NOUN
fcis-23014	44	4	algorithms	algorithm	NOUN
fcis-23014	44	5	usually	usually	ADV
fcis-23014	44	6	use	use	VERB
fcis-23014	44	7	statistical	statistical	ADJ
fcis-23014	44	8	analysis	analysis	NOUN
fcis-23014	44	9	methods	method	NOUN
fcis-23014	44	10	such	such	ADJ
fcis-23014	44	11	as	as	ADP
fcis-23014	44	12	autoregressive	autoregressive	ADJ
fcis-23014	44	13	(	(	PUNCT
fcis-23014	44	14	ar	ar	NOUN
fcis-23014	44	15	)	)	PUNCT
fcis-23014	44	16	,	,	PUNCT
fcis-23014	44	17	moving	move	VERB
fcis-23014	44	18	average	average	ADJ
fcis-23014	44	19	(	(	PUNCT
fcis-23014	44	20	ma	ma	PROPN
fcis-23014	44	21	)	)	PUNCT
fcis-23014	44	22	,	,	PUNCT
fcis-23014	44	23	and	and	CCONJ
fcis-23014	44	24	autoregressive	autoregressive	ADJ
fcis-23014	44	25	moving	move	VERB
fcis-23014	44	26	average	average	ADJ
fcis-23014	44	27	(	(	PUNCT
fcis-23014	44	28	arma	arma	PROPN
fcis-23014	44	29	)	)	PUNCT
fcis-23014	44	30	to	to	PART
fcis-23014	44	31	analyze	analyze	VERB
fcis-23014	44	32	the	the	DET
fcis-23014	44	33	trend	trend	NOUN
fcis-23014	44	34	and	and	CCONJ
fcis-23014	44	35	periodicity	periodicity	NOUN
fcis-23014	44	36	characteristics	characteristic	NOUN
fcis-23014	44	37	of	of	ADP
fcis-23014	44	38	time	time	NOUN
fcis-23014	44	39	series	series	NOUN
fcis-23014	44	40	,	,	PUNCT
fcis-23014	44	41	respectively	respectively	ADV
fcis-23014	44	42	82	82	NUM
fcis-23014	44	43	time	time	NOUN
fcis-23014	44	44	series	series	NOUN
fcis-23014	44	45	prediction	prediction	NOUN
fcis-23014	44	46	algorithm	algorithm	NOUN
fcis-23014	44	47	is	be	AUX
fcis-23014	44	48	a	a	DET
fcis-23014	44	49	method	method	NOUN
fcis-23014	44	50	used	use	VERB
fcis-23014	44	51	to	to	PART
fcis-23014	44	52	analyze	analyze	VERB
fcis-23014	44	53	time	time	NOUN
fcis-23014	44	54	series	series	PROPN
fcis-23014	44	55	data	datum	NOUN
fcis-23014	44	56	and	and	CCONJ
fcis-23014	44	57	predict	predict	VERB
fcis-23014	44	58	future	future	ADJ
fcis-23014	44	59	values	value	NOUN
fcis-23014	44	60	.	.	PUNCT
fcis-23014	45	1	it	it	PRON
fcis-23014	45	2	usually	usually	ADV
fcis-23014	45	3	predicts	predict	VERB
fcis-23014	45	4	future	future	ADJ
fcis-23014	45	5	data	datum	NOUN
fcis-23014	45	6	points	point	NOUN
fcis-23014	45	7	based	base	VERB
fcis-23014	45	8	on	on	ADP
fcis-23014	45	9	patterns	pattern	NOUN
fcis-23014	45	10	and	and	CCONJ
fcis-23014	45	11	trends	trend	NOUN
fcis-23014	45	12	of	of	ADP
fcis-23014	45	13	historical	historical	ADJ
fcis-23014	45	14	data	datum	NOUN
fcis-23014	45	15	.	.	PUNCT
fcis-23014	46	1	this	this	DET
fcis-23014	46	2	system	system	NOUN
fcis-23014	46	3	mainly	mainly	ADV
fcis-23014	46	4	applies	apply	VERB
fcis-23014	46	5	three	three	NUM
fcis-23014	46	6	commonly	commonly	ADV
fcis-23014	46	7	used	use	VERB
fcis-23014	46	8	time	time	NOUN
fcis-23014	46	9	series	series	PROPN
fcis-23014	46	10	prediction	prediction	NOUN
fcis-23014	46	11	algorithm	algorithm	NOUN
fcis-23014	46	12	models	model	NOUN
fcis-23014	46	13	:	:	PUNCT
fcis-23014	46	14	autoregressive	autoregressive	ADJ
fcis-23014	46	15	(	(	PUNCT
fcis-23014	46	16	ar	ar	NOUN
fcis-23014	46	17	)	)	PUNCT
fcis-23014	46	18	,	,	PUNCT
fcis-23014	46	19	moving	move	VERB
fcis-23014	46	20	average	average	ADJ
fcis-23014	46	21	(	(	PUNCT
fcis-23014	46	22	ma	ma	PROPN
fcis-23014	46	23	)	)	PUNCT
fcis-23014	46	24	,	,	PUNCT
fcis-23014	46	25	and	and	CCONJ
fcis-23014	46	26	autoregressive	autoregressive	ADJ
fcis-23014	46	27	moving	move	VERB
fcis-23014	46	28	average	average	ADJ
fcis-23014	46	29	(	(	PUNCT
fcis-23014	46	30	arma	arma	PROPN
fcis-23014	46	31	)	)	PUNCT
fcis-23014	46	32	.	.	PUNCT
fcis-23014	47	1	(	(	PUNCT
fcis-23014	47	2	1	1	X
fcis-23014	47	3	)	)	PUNCT
fcis-23014	47	4	autoregressive	autoregressive	ADJ
fcis-23014	47	5	model	model	NOUN
fcis-23014	47	6	(	(	PUNCT
fcis-23014	47	7	ar	ar	NOUN
fcis-23014	47	8	):	):	PUNCT
fcis-23014	47	9	the	the	DET
fcis-23014	47	10	autoregressive	autoregressive	ADJ
fcis-23014	47	11	model	model	NOUN
fcis-23014	47	12	predicts	predict	VERB
fcis-23014	47	13	future	future	ADJ
fcis-23014	47	14	values	value	NOUN
fcis-23014	47	15	based	base	VERB
fcis-23014	47	16	on	on	ADP
fcis-23014	47	17	the	the	DET
fcis-23014	47	18	historical	historical	ADJ
fcis-23014	47	19	values	value	NOUN
fcis-23014	47	20	of	of	ADP
fcis-23014	47	21	the	the	DET
fcis-23014	47	22	time	time	NOUN
fcis-23014	47	23	series	series	PROPN
fcis-23014	47	24	itself	itself	PRON
fcis-23014	47	25	.	.	PUNCT
fcis-23014	48	1	this	this	DET
fcis-23014	48	2	model	model	NOUN
fcis-23014	48	3	assumes	assume	VERB
fcis-23014	48	4	a	a	DET
fcis-23014	48	5	linear	linear	ADJ
fcis-23014	48	6	relationship	relationship	NOUN
fcis-23014	48	7	between	between	ADP
fcis-23014	48	8	future	future	ADJ
fcis-23014	48	9	values	value	NOUN
fcis-23014	48	10	and	and	CCONJ
fcis-23014	48	11	past	past	ADJ
fcis-23014	48	12	values	value	NOUN
fcis-23014	48	13	.	.	PUNCT
fcis-23014	49	1	the	the	DET
fcis-23014	49	2	mathematical	mathematical	ADJ
fcis-23014	49	3	expression	expression	NOUN
fcis-23014	49	4	of	of	ADP
fcis-23014	49	5	the	the	DET
fcis-23014	49	6	ar	ar	NOUN
fcis-23014	49	7	model	model	NOUN
fcis-23014	49	8	is	be	AUX
fcis-23014	49	9	:	:	PUNCT
fcis-23014	49	10	ti	ti	PROPN
fcis-23014	49	11	-	-	PROPN
fcis-23014	49	12	t	t	NOUN
fcis-23014	49	13	p	p	NOUN
fcis-23014	49	14	1i	1i	NOUN
fcis-23014	49	15	it	it	PRON
fcis-23014	49	16	xcx	xcx	PROPN
fcis-23014	49	17			PUNCT
fcis-23014	49	18			PROPN
fcis-23014	49	19			X
fcis-23014	49	20			NOUN
fcis-23014	49	21	among	among	ADP
fcis-23014	49	22	them	they	PRON
fcis-23014	49	23	,	,	PUNCT
fcis-23014	49	24	xt	xt	PROPN
fcis-23014	49	25	is	be	AUX
fcis-23014	49	26	the	the	DET
fcis-23014	49	27	value	value	NOUN
fcis-23014	49	28	of	of	ADP
fcis-23014	49	29	the	the	DET
fcis-23014	49	30	time	time	NOUN
fcis-23014	49	31	series	series	NOUN
fcis-23014	49	32	at	at	ADP
fcis-23014	49	33	time	time	NOUN
fcis-23014	49	34	point	point	PROPN
fcis-23014	49	35	t	t	PROPN
fcis-23014	49	36	,	,	PUNCT
fcis-23014	49	37	c	c	PROPN
fcis-23014	49	38	is	be	AUX
fcis-23014	49	39	a	a	DET
fcis-23014	49	40	constant	constant	ADJ
fcis-23014	49	41	term	term	NOUN
fcis-23014	49	42	,	,	PUNCT
fcis-23014	49	43	p	p	NOUN
fcis-23014	49	44	is	be	AUX
fcis-23014	49	45	the	the	DET
fcis-23014	49	46	order	order	NOUN
fcis-23014	49	47	of	of	ADP
fcis-23014	49	48	autoregression	autoregression	NOUN
fcis-23014	49	49	,	,	PUNCT
fcis-23014	49	50	i	i	NOUN
fcis-23014	49	51	is	be	AUX
fcis-23014	49	52	the	the	DET
fcis-23014	49	53	parameter	parameter	NOUN
fcis-23014	49	54	of	of	ADP
fcis-23014	49	55	the	the	DET
fcis-23014	49	56	model	model	NOUN
fcis-23014	49	57	,	,	PUNCT
fcis-23014	49	58	and	and	CCONJ
fcis-23014	49	59	t	t	PROPN
fcis-23014	49	60	is	be	AUX
fcis-23014	49	61	the	the	DET
fcis-23014	49	62	error	error	NOUN
fcis-23014	49	63	term	term	NOUN
fcis-23014	49	64	.	.	PUNCT
fcis-23014	50	1	the	the	DET
fcis-23014	50	2	parameters	parameter	NOUN
fcis-23014	50	3	of	of	ADP
fcis-23014	50	4	the	the	DET
fcis-23014	50	5	ar	ar	NOUN
fcis-23014	50	6	model	model	NOUN
fcis-23014	50	7	can	can	AUX
fcis-23014	50	8	be	be	AUX
fcis-23014	50	9	estimated	estimate	VERB
fcis-23014	50	10	by	by	ADP
fcis-23014	50	11	minimizing	minimize	VERB
fcis-23014	50	12	errors	error	NOUN
fcis-23014	50	13	,	,	PUNCT
fcis-23014	50	14	such	such	ADJ
fcis-23014	50	15	as	as	ADP
fcis-23014	50	16	the	the	DET
fcis-23014	50	17	least	least	ADJ
fcis-23014	50	18	squares	square	NOUN
fcis-23014	50	19	method	method	NOUN
fcis-23014	50	20	.	.	PUNCT
fcis-23014	51	1	(	(	PUNCT
fcis-23014	51	2	2	2	X
fcis-23014	51	3	)	)	PUNCT
fcis-23014	51	4	moving	move	VERB
fcis-23014	51	5	average	average	ADJ
fcis-23014	51	6	model	model	NOUN
fcis-23014	51	7	(	(	PUNCT
fcis-23014	51	8	ma	ma	PROPN
fcis-23014	51	9	):	):	PUNCT
fcis-23014	51	10	the	the	DET
fcis-23014	51	11	moving	move	VERB
fcis-23014	51	12	average	average	ADJ
fcis-23014	51	13	model	model	NOUN
fcis-23014	51	14	is	be	AUX
fcis-23014	51	15	a	a	DET
fcis-23014	51	16	method	method	NOUN
fcis-23014	51	17	of	of	ADP
fcis-23014	51	18	predicting	predict	VERB
fcis-23014	51	19	using	use	VERB
fcis-23014	51	20	the	the	DET
fcis-23014	51	21	residuals	residual	NOUN
fcis-23014	51	22	of	of	ADP
fcis-23014	51	23	a	a	DET
fcis-23014	51	24	time	time	NOUN
fcis-23014	51	25	series	series	NOUN
fcis-23014	51	26	(	(	PUNCT
fcis-23014	51	27	the	the	DET
fcis-23014	51	28	difference	difference	NOUN
fcis-23014	51	29	between	between	ADP
fcis-23014	51	30	observed	observe	VERB
fcis-23014	51	31	and	and	CCONJ
fcis-23014	51	32	predicted	predict	VERB
fcis-23014	51	33	values	value	NOUN
fcis-23014	51	34	)	)	PUNCT
fcis-23014	51	35	.	.	PUNCT
fcis-23014	52	1	it	it	PRON
fcis-23014	52	2	assumes	assume	VERB
fcis-23014	52	3	that	that	SCONJ
fcis-23014	52	4	future	future	ADJ
fcis-23014	52	5	values	value	NOUN
fcis-23014	52	6	are	be	AUX
fcis-23014	52	7	related	relate	VERB
fcis-23014	52	8	to	to	ADP
fcis-23014	52	9	past	past	ADJ
fcis-23014	52	10	error	error	NOUN
fcis-23014	52	11	terms	term	NOUN
fcis-23014	52	12	.	.	PUNCT
fcis-23014	53	1	the	the	DET
fcis-23014	53	2	mathematical	mathematical	ADJ
fcis-23014	53	3	expression	expression	NOUN
fcis-23014	53	4	of	of	ADP
fcis-23014	53	5	the	the	DET
fcis-23014	53	6	ma	ma	PROPN
fcis-23014	53	7	model	model	NOUN
fcis-23014	53	8	is	be	AUX
fcis-23014	53	9	:	:	PUNCT
fcis-23014	53	10	i	i	PROPN
fcis-23014	53	11	-	-	PUNCT
fcis-23014	53	12	t	t	PROPN
fcis-23014	53	13	q	q	PROPN
fcis-23014	53	14	1i	1i	NOUN
fcis-23014	53	15	ittx	ittx	VERB
fcis-23014	53	16			PROPN
fcis-23014	53	17			X
fcis-23014	53	18			NUM
fcis-23014	53	19			VERB
fcis-23014	53	20	,	,	PUNCT
fcis-23014	53	21	among	among	ADP
fcis-23014	53	22	them	they	PRON
fcis-23014	53	23	,	,	PUNCT
fcis-23014	53	24	xt	xt	PROPN
fcis-23014	53	25	is	be	AUX
fcis-23014	53	26	the	the	DET
fcis-23014	53	27	value	value	NOUN
fcis-23014	53	28	of	of	ADP
fcis-23014	53	29	the	the	DET
fcis-23014	53	30	time	time	NOUN
fcis-23014	53	31	series	series	NOUN
fcis-23014	53	32	at	at	ADP
fcis-23014	53	33	time	time	NOUN
fcis-23014	53	34	point	point	PROPN
fcis-23014	53	35	t	t	PROPN
fcis-23014	53	36	,	,	PUNCT
fcis-23014	53	37			NOUN
fcis-23014	53	38	it	it	PRON
fcis-23014	53	39	is	be	AUX
fcis-23014	53	40	the	the	DET
fcis-23014	53	41	average	average	ADJ
fcis-23014	53	42	value	value	NOUN
fcis-23014	53	43	,	,	PUNCT
fcis-23014	53	44	q	q	PUNCT
fcis-23014	53	45	is	be	AUX
fcis-23014	53	46	the	the	DET
fcis-23014	53	47	order	order	NOUN
fcis-23014	53	48	of	of	ADP
fcis-23014	53	49	the	the	DET
fcis-23014	53	50	moving	move	VERB
fcis-23014	53	51	average	average	ADJ
fcis-23014	53	52	,	,	PUNCT
fcis-23014	53	53	i	i	NOUN
fcis-23014	53	54	is	be	AUX
fcis-23014	53	55	the	the	DET
fcis-23014	53	56	model	model	NOUN
fcis-23014	53	57	parameter	parameter	NOUN
fcis-23014	53	58	,	,	PUNCT
fcis-23014	53	59	and	and	CCONJ
fcis-23014	53	60	t	t	PROPN
fcis-23014	53	61	is	be	AUX
fcis-23014	53	62	the	the	DET
fcis-23014	53	63	error	error	NOUN
fcis-23014	53	64	term	term	NOUN
fcis-23014	53	65	.	.	PUNCT
fcis-23014	54	1	similar	similar	ADJ
fcis-23014	54	2	to	to	ADP
fcis-23014	54	3	the	the	DET
fcis-23014	54	4	ar	ar	PROPN
fcis-23014	54	5	model	model	PROPN
fcis-23014	54	6	,	,	PUNCT
fcis-23014	54	7	the	the	DET
fcis-23014	54	8	parameters	parameter	NOUN
fcis-23014	54	9	of	of	ADP
fcis-23014	54	10	the	the	DET
fcis-23014	54	11	ma	ma	PROPN
fcis-23014	54	12	model	model	NOUN
fcis-23014	54	13	can	can	AUX
fcis-23014	54	14	be	be	AUX
fcis-23014	54	15	estimated	estimate	VERB
fcis-23014	54	16	by	by	ADP
fcis-23014	54	17	minimizing	minimize	VERB
fcis-23014	54	18	errors	error	NOUN
fcis-23014	54	19	.	.	PUNCT
fcis-23014	55	1	(	(	PUNCT
fcis-23014	55	2	3	3	X
fcis-23014	55	3	)	)	PUNCT
fcis-23014	55	4	autoregressive	autoregressive	ADJ
fcis-23014	55	5	moving	move	VERB
fcis-23014	55	6	average	average	ADJ
fcis-23014	55	7	model	model	NOUN
fcis-23014	55	8	(	(	PUNCT
fcis-23014	55	9	arma	arma	PROPN
fcis-23014	55	10	):	):	PUNCT
fcis-23014	55	11	the	the	DET
fcis-23014	55	12	arma	arma	PROPN
fcis-23014	55	13	model	model	NOUN
fcis-23014	55	14	combines	combine	VERB
fcis-23014	55	15	the	the	DET
fcis-23014	55	16	ar	ar	NOUN
fcis-23014	55	17	model	model	NOUN
fcis-23014	55	18	and	and	CCONJ
fcis-23014	55	19	the	the	DET
fcis-23014	55	20	ma	ma	PROPN
fcis-23014	55	21	model	model	PROPN
fcis-23014	55	22	,	,	PUNCT
fcis-23014	55	23	comprehensively	comprehensively	ADV
fcis-23014	55	24	utilizing	utilize	VERB
fcis-23014	55	25	the	the	DET
fcis-23014	55	26	autoregressive	autoregressive	ADJ
fcis-23014	55	27	and	and	CCONJ
fcis-23014	55	28	moving	move	VERB
fcis-23014	55	29	average	average	ADJ
fcis-23014	55	30	properties	property	NOUN
fcis-23014	55	31	of	of	ADP
fcis-23014	55	32	time	time	NOUN
fcis-23014	55	33	series	series	NOUN
fcis-23014	55	34	.	.	PUNCT
fcis-23014	56	1	the	the	DET
fcis-23014	56	2	mathematical	mathematical	ADJ
fcis-23014	56	3	expression	expression	NOUN
fcis-23014	56	4	for	for	ADP
fcis-23014	56	5	the	the	DET
fcis-23014	56	6	arma	arma	PROPN
fcis-23014	56	7	model	model	NOUN
fcis-23014	56	8	is	be	AUX
fcis-23014	56	9	:	:	PUNCT
fcis-23014	56	10	i	i	PROPN
fcis-23014	56	11	-	-	PUNCT
fcis-23014	56	12	t	t	PROPN
fcis-23014	56	13	q	q	PROPN
fcis-23014	56	14	1i	1i	NUM
fcis-23014	56	15	iti	iti	PROPN
fcis-23014	56	16	-	-	PROPN
fcis-23014	56	17	t	t	PROPN
fcis-23014	56	18	p	p	PROPN
fcis-23014	56	19	1i	1i	NOUN
fcis-23014	57	1	it	it	PRON
fcis-23014	57	2	xcx	xcx	PROPN
fcis-23014	57	3			NOUN
fcis-23014	57	4			PART
fcis-23014	57	5			NUM
fcis-23014	57	6			VERB
fcis-23014	57	7	among	among	ADP
fcis-23014	57	8	them	they	PRON
fcis-23014	57	9	,	,	PUNCT
fcis-23014	57	10	p	p	PROPN
fcis-23014	57	11	is	be	AUX
fcis-23014	57	12	the	the	DET
fcis-23014	57	13	order	order	NOUN
fcis-23014	57	14	of	of	ADP
fcis-23014	57	15	autoregression	autoregression	NOUN
fcis-23014	57	16	,	,	PUNCT
fcis-23014	57	17	q	q	X
fcis-23014	57	18	is	be	AUX
fcis-23014	57	19	the	the	DET
fcis-23014	57	20	order	order	NOUN
fcis-23014	57	21	of	of	ADP
fcis-23014	57	22	moving	move	VERB
fcis-23014	57	23	average	average	ADJ
fcis-23014	57	24	,	,	PUNCT
fcis-23014	57	25	and	and	CCONJ
fcis-23014	57	26	i	i	NOUN
fcis-23014	57	27	and	and	CCONJ
fcis-23014	57	28	i	i	NOUN
fcis-23014	57	29	are	be	AUX
fcis-23014	57	30	the	the	DET
fcis-23014	57	31	parameters	parameter	NOUN
fcis-23014	57	32	of	of	ADP
fcis-23014	57	33	the	the	DET
fcis-23014	57	34	model	model	NOUN
fcis-23014	57	35	.	.	PUNCT
fcis-23014	58	1	the	the	DET
fcis-23014	58	2	parameters	parameter	NOUN
fcis-23014	58	3	of	of	ADP
fcis-23014	58	4	the	the	DET
fcis-23014	58	5	arma	arma	PROPN
fcis-23014	58	6	model	model	NOUN
fcis-23014	58	7	can	can	AUX
fcis-23014	58	8	also	also	ADV
fcis-23014	58	9	be	be	AUX
fcis-23014	58	10	estimated	estimate	VERB
fcis-23014	58	11	by	by	ADP
fcis-23014	58	12	minimizing	minimize	VERB
fcis-23014	58	13	errors	error	NOUN
fcis-23014	58	14	.	.	PUNCT
fcis-23014	59	1	5.1	5.1	NUM
fcis-23014	59	2	.	.	PUNCT
fcis-23014	59	3	methods	method	NOUN
fcis-23014	59	4	for	for	ADP
fcis-23014	59	5	implementing	implement	VERB
fcis-23014	59	6	and	and	CCONJ
fcis-23014	59	7	fitting	fitting	ADJ
fcis-23014	59	8	time	time	NOUN
fcis-23014	59	9	series	series	NOUN
fcis-23014	59	10	prediction	prediction	NOUN
fcis-23014	59	11	models	model	NOUN
fcis-23014	59	12	:	:	PUNCT
fcis-23014	59	13	statistical	statistical	ADJ
fcis-23014	59	14	software	software	NOUN
fcis-23014	59	15	tools	tool	NOUN
fcis-23014	59	16	:	:	PUNCT
fcis-23014	59	17	statistical	statistical	ADJ
fcis-23014	59	18	software	software	NOUN
fcis-23014	59	19	tools	tool	NOUN
fcis-23014	59	20	(	(	PUNCT
fcis-23014	59	21	such	such	ADJ
fcis-23014	59	22	as	as	ADP
fcis-23014	59	23	r	r	PROPN
fcis-23014	59	24	,	,	PUNCT
fcis-23014	59	25	python	python	NOUN
fcis-23014	59	26	's	's	PART
fcis-23014	59	27	statsmoodels	statsmoodel	NOUN
fcis-23014	59	28	library	library	NOUN
fcis-23014	59	29	,	,	PUNCT
fcis-23014	59	30	etc	etc	X
fcis-23014	59	31	.	.	X
fcis-23014	59	32	)	)	PUNCT
fcis-23014	59	33	can	can	AUX
fcis-23014	59	34	be	be	AUX
fcis-23014	59	35	used	use	VERB
fcis-23014	59	36	to	to	PART
fcis-23014	59	37	implement	implement	VERB
fcis-23014	59	38	and	and	CCONJ
fcis-23014	59	39	fit	fit	ADJ
fcis-23014	59	40	time	time	NOUN
fcis-23014	59	41	series	series	NOUN
fcis-23014	59	42	prediction	prediction	NOUN
fcis-23014	59	43	models	model	NOUN
fcis-23014	59	44	.	.	PUNCT
fcis-23014	60	1	parameter	parameter	PROPN
fcis-23014	60	2	estimation	estimation	PROPN
fcis-23014	60	3	:	:	PUNCT
fcis-23014	60	4	the	the	DET
fcis-23014	60	5	parameters	parameter	NOUN
fcis-23014	60	6	of	of	ADP
fcis-23014	60	7	a	a	DET
fcis-23014	60	8	model	model	NOUN
fcis-23014	60	9	are	be	AUX
fcis-23014	60	10	usually	usually	ADV
fcis-23014	60	11	estimated	estimate	VERB
fcis-23014	60	12	by	by	ADP
fcis-23014	60	13	minimizing	minimize	VERB
fcis-23014	60	14	errors	error	NOUN
fcis-23014	60	15	,	,	PUNCT
fcis-23014	60	16	including	include	VERB
fcis-23014	60	17	least	least	ADJ
fcis-23014	60	18	squares	square	NOUN
fcis-23014	60	19	methods	method	NOUN
fcis-23014	60	20	.	.	PUNCT
fcis-23014	61	1	model	model	NOUN
fcis-23014	61	2	diagnosis	diagnosis	NOUN
fcis-23014	61	3	:	:	PUNCT
fcis-23014	61	4	after	after	ADP
fcis-23014	61	5	fitting	fit	VERB
fcis-23014	61	6	the	the	DET
fcis-23014	61	7	model	model	NOUN
fcis-23014	61	8	,	,	PUNCT
fcis-23014	61	9	it	it	PRON
fcis-23014	61	10	is	be	AUX
fcis-23014	61	11	necessary	necessary	ADJ
fcis-23014	61	12	to	to	PART
fcis-23014	61	13	diagnose	diagnose	VERB
fcis-23014	61	14	the	the	DET
fcis-23014	61	15	model	model	NOUN
fcis-23014	61	16	,	,	PUNCT
fcis-23014	61	17	check	check	VERB
fcis-23014	61	18	the	the	DET
fcis-23014	61	19	fitting	fitting	ADJ
fcis-23014	61	20	degree	degree	NOUN
fcis-23014	61	21	and	and	CCONJ
fcis-23014	61	22	residual	residual	ADJ
fcis-23014	61	23	properties	property	NOUN
fcis-23014	61	24	of	of	ADP
fcis-23014	61	25	the	the	DET
fcis-23014	61	26	model	model	NOUN
fcis-23014	61	27	,	,	PUNCT
fcis-23014	61	28	in	in	ADP
fcis-23014	61	29	order	order	NOUN
fcis-23014	61	30	to	to	PART
fcis-23014	61	31	evaluate	evaluate	VERB
fcis-23014	61	32	the	the	DET
fcis-23014	61	33	effectiveness	effectiveness	NOUN
fcis-23014	61	34	of	of	ADP
fcis-23014	61	35	the	the	DET
fcis-23014	61	36	model	model	NOUN
fcis-23014	61	37	.	.	PUNCT
fcis-23014	62	1	5.2	5.2	NUM
fcis-23014	62	2	.	.	PUNCT
fcis-23014	63	1	scenarios	scenario	NOUN
fcis-23014	63	2	applied	apply	VERB
fcis-23014	63	3	to	to	ADP
fcis-23014	63	4	equipment	equipment	NOUN
fcis-23014	63	5	fault	fault	NOUN
fcis-23014	63	6	identification	identification	NOUN
fcis-23014	63	7	:	:	PUNCT
fcis-23014	63	8	performance	performance	NOUN
fcis-23014	63	9	prediction	prediction	NOUN
fcis-23014	63	10	:	:	PUNCT
fcis-23014	63	11	using	use	VERB
fcis-23014	63	12	historical	historical	ADJ
fcis-23014	63	13	performance	performance	NOUN
fcis-23014	63	14	data	datum	NOUN
fcis-23014	63	15	to	to	PART
fcis-23014	63	16	predict	predict	VERB
fcis-23014	63	17	future	future	ADJ
fcis-23014	63	18	performance	performance	NOUN
fcis-23014	63	19	trends	trend	NOUN
fcis-23014	63	20	and	and	CCONJ
fcis-23014	63	21	help	help	VERB
fcis-23014	63	22	managers	manager	NOUN
fcis-23014	63	23	plan	plan	VERB
fcis-23014	63	24	resources	resource	NOUN
fcis-23014	63	25	reasonably	reasonably	ADV
fcis-23014	63	26	.	.	PUNCT
fcis-23014	64	1	resource	resource	NOUN
fcis-23014	64	2	usage	usage	NOUN
fcis-23014	64	3	prediction	prediction	NOUN
fcis-23014	64	4	:	:	PUNCT
fcis-23014	64	5	predict	predict	VERB
fcis-23014	64	6	the	the	DET
fcis-23014	64	7	future	future	ADJ
fcis-23014	64	8	demand	demand	NOUN
fcis-23014	64	9	for	for	ADP
fcis-23014	64	10	resources	resource	NOUN
fcis-23014	64	11	,	,	PUNCT
fcis-23014	64	12	help	help	VERB
fcis-23014	64	13	managers	manager	NOUN
fcis-23014	64	14	adjust	adjust	VERB
fcis-23014	64	15	resource	resource	NOUN
fcis-23014	64	16	allocation	allocation	NOUN
fcis-23014	64	17	in	in	ADP
fcis-23014	64	18	a	a	DET
fcis-23014	64	19	timely	timely	ADJ
fcis-23014	64	20	manner	manner	NOUN
fcis-23014	64	21	,	,	PUNCT
fcis-23014	64	22	and	and	CCONJ
fcis-23014	64	23	avoid	avoid	VERB
fcis-23014	64	24	resource	resource	NOUN
fcis-23014	64	25	shortages	shortage	NOUN
fcis-23014	64	26	.	.	PUNCT
fcis-23014	65	1	early	early	ADJ
fcis-23014	65	2	warning	warning	NOUN
fcis-23014	65	3	and	and	CCONJ
fcis-23014	65	4	alarm	alarm	NOUN
fcis-23014	65	5	:	:	PUNCT
fcis-23014	65	6	when	when	SCONJ
fcis-23014	65	7	the	the	DET
fcis-23014	65	8	predicted	predict	VERB
fcis-23014	65	9	results	result	NOUN
fcis-23014	65	10	indicate	indicate	VERB
fcis-23014	65	11	performance	performance	NOUN
fcis-23014	65	12	degradation	degradation	NOUN
fcis-23014	65	13	or	or	CCONJ
fcis-23014	65	14	resource	resource	NOUN
fcis-23014	65	15	shortage	shortage	NOUN
fcis-23014	65	16	,	,	PUNCT
fcis-23014	65	17	the	the	DET
fcis-23014	65	18	system	system	NOUN
fcis-23014	65	19	can	can	AUX
fcis-23014	65	20	automatically	automatically	ADV
fcis-23014	65	21	trigger	trigger	VERB
fcis-23014	65	22	reminders	reminder	NOUN
fcis-23014	65	23	,	,	PUNCT
fcis-23014	65	24	alarms	alarm	NOUN
fcis-23014	65	25	,	,	PUNCT
fcis-23014	65	26	and	and	CCONJ
fcis-23014	65	27	other	other	ADJ
fcis-23014	65	28	functions	function	NOUN
fcis-23014	65	29	to	to	PART
fcis-23014	65	30	remind	remind	VERB
fcis-23014	65	31	managers	manager	NOUN
fcis-23014	65	32	to	to	PART
fcis-23014	65	33	take	take	VERB
fcis-23014	65	34	corresponding	corresponding	ADJ
fcis-23014	65	35	measures	measure	NOUN
fcis-23014	65	36	.	.	PUNCT
fcis-23014	66	1	the	the	DET
fcis-23014	66	2	time	time	NOUN
fcis-23014	66	3	series	series	PROPN
fcis-23014	66	4	prediction	prediction	NOUN
fcis-23014	66	5	algorithm	algorithm	NOUN
fcis-23014	66	6	is	be	AUX
fcis-23014	66	7	a	a	DET
fcis-23014	66	8	powerful	powerful	ADJ
fcis-23014	66	9	tool	tool	NOUN
fcis-23014	66	10	that	that	PRON
fcis-23014	66	11	can	can	AUX
fcis-23014	66	12	help	help	VERB
fcis-23014	66	13	it	it	PRON
fcis-23014	66	14	managers	manager	NOUN
fcis-23014	66	15	discover	discover	VERB
fcis-23014	66	16	problems	problem	NOUN
fcis-23014	66	17	and	and	CCONJ
fcis-23014	66	18	predict	predict	VERB
fcis-23014	66	19	trends	trend	NOUN
fcis-23014	66	20	in	in	ADP
fcis-23014	66	21	a	a	DET
fcis-23014	66	22	timely	timely	ADJ
fcis-23014	66	23	manner	manner	NOUN
fcis-23014	66	24	,	,	PUNCT
fcis-23014	66	25	thereby	thereby	ADV
fcis-23014	66	26	better	well	ADV
fcis-23014	66	27	managing	manage	VERB
fcis-23014	66	28	and	and	CCONJ
fcis-23014	66	29	maintaining	maintain	VERB
fcis-23014	66	30	equipment	equipment	NOUN
fcis-23014	66	31	.	.	PUNCT
fcis-23014	67	1	in	in	ADP
fcis-23014	67	2	practical	practical	ADJ
fcis-23014	67	3	applications	application	NOUN
fcis-23014	67	4	,	,	PUNCT
fcis-23014	67	5	it	it	PRON
fcis-23014	67	6	is	be	AUX
fcis-23014	67	7	necessary	necessary	ADJ
fcis-23014	67	8	to	to	PART
fcis-23014	67	9	select	select	VERB
fcis-23014	67	10	appropriate	appropriate	ADJ
fcis-23014	67	11	prediction	prediction	NOUN
fcis-23014	67	12	models	model	NOUN
fcis-23014	67	13	based	base	VERB
fcis-23014	67	14	on	on	ADP
fcis-23014	67	15	specific	specific	ADJ
fcis-23014	67	16	situations	situation	NOUN
fcis-23014	67	17	,	,	PUNCT
fcis-23014	67	18	and	and	CCONJ
fcis-23014	67	19	make	make	VERB
fcis-23014	67	20	appropriate	appropriate	ADJ
fcis-23014	67	21	parameter	parameter	NOUN
fcis-23014	67	22	adjustments	adjustment	NOUN
fcis-23014	67	23	and	and	CCONJ
fcis-23014	67	24	model	model	NOUN
fcis-23014	67	25	diagnosis	diagnosis	NOUN
fcis-23014	67	26	to	to	PART
fcis-23014	67	27	ensure	ensure	VERB
fcis-23014	67	28	the	the	DET
fcis-23014	67	29	accuracy	accuracy	NOUN
fcis-23014	67	30	of	of	ADP
fcis-23014	67	31	prediction	prediction	NOUN
fcis-23014	67	32	results	result	NOUN
fcis-23014	67	33	.	.	PUNCT
fcis-23014	68	1	these	these	DET
fcis-23014	68	2	models	model	NOUN
fcis-23014	68	3	can	can	AUX
fcis-23014	68	4	be	be	AUX
fcis-23014	68	5	implemented	implement	VERB
fcis-23014	68	6	and	and	CCONJ
fcis-23014	68	7	fitted	fit	VERB
fcis-23014	68	8	through	through	ADP
fcis-23014	68	9	statistical	statistical	ADJ
fcis-23014	68	10	software	software	NOUN
fcis-23014	68	11	.	.	PUNCT
fcis-23014	69	1	for	for	ADP
fcis-23014	69	2	the	the	DET
fcis-23014	69	3	performance	performance	NOUN
fcis-23014	69	4	prediction	prediction	NOUN
fcis-23014	69	5	and	and	CCONJ
fcis-23014	69	6	resource	resource	NOUN
fcis-23014	69	7	utilization	utilization	NOUN
fcis-23014	69	8	prediction	prediction	NOUN
fcis-23014	69	9	of	of	ADP
fcis-23014	69	10	factory	factory	NOUN
fcis-23014	69	11	equipment	equipment	NOUN
fcis-23014	69	12	,	,	PUNCT
fcis-23014	69	13	these	these	DET
fcis-23014	69	14	models	model	NOUN
fcis-23014	69	15	can	can	AUX
fcis-23014	69	16	be	be	AUX
fcis-23014	69	17	used	use	VERB
fcis-23014	69	18	to	to	PART
fcis-23014	69	19	analyze	analyze	VERB
fcis-23014	69	20	historical	historical	ADJ
fcis-23014	69	21	performance	performance	NOUN
fcis-23014	69	22	data	datum	NOUN
fcis-23014	69	23	,	,	PUNCT
fcis-23014	69	24	predict	predict	VERB
fcis-23014	69	25	future	future	ADJ
fcis-23014	69	26	performance	performance	NOUN
fcis-23014	69	27	trends	trend	NOUN
fcis-23014	69	28	and	and	CCONJ
fcis-23014	69	29	resource	resource	NOUN
fcis-23014	69	30	requirements	requirement	NOUN
fcis-23014	69	31	,	,	PUNCT
fcis-23014	69	32	so	so	SCONJ
fcis-23014	69	33	as	as	SCONJ
fcis-23014	69	34	to	to	PART
fcis-23014	69	35	detect	detect	VERB
fcis-23014	69	36	performance	performance	NOUN
fcis-23014	69	37	degradation	degradation	NOUN
fcis-23014	69	38	or	or	CCONJ
fcis-23014	69	39	resource	resource	NOUN
fcis-23014	69	40	shortages	shortage	NOUN
fcis-23014	69	41	in	in	ADP
fcis-23014	69	42	advance	advance	NOUN
fcis-23014	69	43	,	,	PUNCT
fcis-23014	69	44	and	and	CCONJ
fcis-23014	69	45	trigger	trigger	NOUN
fcis-23014	69	46	functions	function	NOUN
fcis-23014	69	47	such	such	ADJ
fcis-23014	69	48	as	as	ADP
fcis-23014	69	49	reminders	reminder	NOUN
fcis-23014	69	50	and	and	CCONJ
fcis-23014	69	51	alarms	alarm	NOUN
fcis-23014	69	52	.	.	PUNCT
fcis-23014	70	1	6	6	X
fcis-23014	70	2	.	.	X
fcis-23014	70	3	system	system	NOUN
fcis-23014	70	4	applications	application	NOUN
fcis-23014	70	5	in	in	ADP
fcis-23014	70	6	the	the	DET
fcis-23014	70	7	era	era	NOUN
fcis-23014	70	8	of	of	ADP
fcis-23014	70	9	big	big	ADJ
fcis-23014	70	10	data	datum	NOUN
fcis-23014	70	11	,	,	PUNCT
fcis-23014	70	12	the	the	DET
fcis-23014	70	13	application	application	NOUN
fcis-23014	70	14	of	of	ADP
fcis-23014	70	15	algorithmic	algorithmic	ADJ
fcis-23014	70	16	models	model	NOUN
fcis-23014	70	17	is	be	AUX
fcis-23014	70	18	becoming	become	VERB
fcis-23014	70	19	increasingly	increasingly	ADV
fcis-23014	70	20	widespread	widespread	ADJ
fcis-23014	70	21	,	,	PUNCT
fcis-23014	70	22	especially	especially	ADV
fcis-23014	70	23	in	in	ADP
fcis-23014	70	24	the	the	DET
fcis-23014	70	25	field	field	NOUN
fcis-23014	70	26	of	of	ADP
fcis-23014	70	27	device	device	NOUN
fcis-23014	70	28	monitoring	monitoring	NOUN
fcis-23014	70	29	,	,	PUNCT
fcis-23014	70	30	where	where	SCONJ
fcis-23014	70	31	predictive	predictive	ADJ
fcis-23014	70	32	models	model	NOUN
fcis-23014	70	33	play	play	VERB
fcis-23014	70	34	a	a	DET
fcis-23014	70	35	crucial	crucial	ADJ
fcis-23014	70	36	role	role	NOUN
fcis-23014	70	37	.	.	PUNCT
fcis-23014	71	1	the	the	DET
fcis-23014	71	2	prediction	prediction	NOUN
fcis-23014	71	3	model	model	NOUN
fcis-23014	71	4	proposed	propose	VERB
fcis-23014	71	5	in	in	ADP
fcis-23014	71	6	this	this	DET
fcis-23014	71	7	article	article	NOUN
fcis-23014	71	8	mainly	mainly	ADV
fcis-23014	71	9	focuses	focus	VERB
fcis-23014	71	10	on	on	ADP
fcis-23014	71	11	monitoring	monitor	VERB
fcis-23014	71	12	equipment	equipment	NOUN
fcis-23014	71	13	operation	operation	NOUN
fcis-23014	71	14	data	datum	NOUN
fcis-23014	71	15	,	,	PUNCT
fcis-23014	71	16	achieving	achieve	VERB
fcis-23014	71	17	efficient	efficient	ADJ
fcis-23014	71	18	and	and	CCONJ
fcis-23014	71	19	accurate	accurate	ADJ
fcis-23014	71	20	prediction	prediction	NOUN
fcis-23014	71	21	of	of	ADP
fcis-23014	71	22	equipment	equipment	NOUN
fcis-23014	71	23	status	status	NOUN
fcis-23014	71	24	,	,	PUNCT
fcis-23014	71	25	and	and	CCONJ
fcis-23014	71	26	providing	provide	VERB
fcis-23014	71	27	strong	strong	ADJ
fcis-23014	71	28	support	support	NOUN
fcis-23014	71	29	for	for	ADP
fcis-23014	71	30	enterprise	enterprise	NOUN
fcis-23014	71	31	production	production	NOUN
fcis-23014	71	32	and	and	CCONJ
fcis-23014	71	33	operation	operation	NOUN
fcis-23014	71	34	.	.	PUNCT
fcis-23014	72	1	equipment	equipment	NOUN
fcis-23014	72	2	monitoring	monitoring	NOUN
fcis-23014	72	3	is	be	AUX
fcis-23014	72	4	an	an	DET
fcis-23014	72	5	indispensable	indispensable	ADJ
fcis-23014	72	6	part	part	NOUN
fcis-23014	72	7	of	of	ADP
fcis-23014	72	8	industrial	industrial	ADJ
fcis-23014	72	9	production	production	NOUN
fcis-23014	72	10	processes	process	NOUN
fcis-23014	72	11	.	.	PUNCT
fcis-23014	73	1	through	through	ADP
fcis-23014	73	2	real	real	ADJ
fcis-23014	73	3	-	-	PUNCT
fcis-23014	73	4	time	time	NOUN
fcis-23014	73	5	collection	collection	NOUN
fcis-23014	73	6	and	and	CCONJ
fcis-23014	73	7	analysis	analysis	NOUN
fcis-23014	73	8	of	of	ADP
fcis-23014	73	9	equipment	equipment	NOUN
fcis-23014	73	10	operation	operation	NOUN
fcis-23014	73	11	data	datum	NOUN
fcis-23014	73	12	,	,	PUNCT
fcis-23014	73	13	abnormal	abnormal	ADJ
fcis-23014	73	14	situations	situation	NOUN
fcis-23014	73	15	of	of	ADP
fcis-23014	73	16	equipment	equipment	NOUN
fcis-23014	73	17	can	can	AUX
fcis-23014	73	18	be	be	AUX
fcis-23014	73	19	detected	detect	VERB
fcis-23014	73	20	in	in	ADP
fcis-23014	73	21	a	a	DET
fcis-23014	73	22	timely	timely	ADJ
fcis-23014	73	23	manner	manner	NOUN
fcis-23014	73	24	,	,	PUNCT
fcis-23014	73	25	preventing	prevent	VERB
fcis-23014	73	26	faults	fault	NOUN
fcis-23014	73	27	from	from	ADP
fcis-23014	73	28	occurring	occur	VERB
fcis-23014	73	29	,	,	PUNCT
fcis-23014	73	30	and	and	CCONJ
fcis-23014	73	31	improving	improve	VERB
fcis-23014	73	32	production	production	NOUN
fcis-23014	73	33	efficiency	efficiency	NOUN
fcis-23014	73	34	.	.	PUNCT
fcis-23014	74	1	however	however	ADV
fcis-23014	74	2	,	,	PUNCT
fcis-23014	74	3	traditional	traditional	ADJ
fcis-23014	74	4	equipment	equipment	NOUN
fcis-23014	74	5	monitoring	monitoring	NOUN
fcis-23014	74	6	methods	method	NOUN
fcis-23014	74	7	often	often	ADV
fcis-23014	74	8	rely	rely	VERB
fcis-23014	74	9	on	on	ADP
fcis-23014	74	10	manual	manual	ADJ
fcis-23014	74	11	experience	experience	NOUN
fcis-23014	74	12	and	and	CCONJ
fcis-23014	74	13	regular	regular	ADJ
fcis-23014	74	14	inspections	inspection	NOUN
fcis-23014	74	15	,	,	PUNCT
fcis-23014	74	16	leading	lead	VERB
fcis-23014	74	17	to	to	ADP
fcis-23014	74	18	issues	issue	NOUN
fcis-23014	74	19	such	such	ADJ
fcis-23014	74	20	as	as	ADP
fcis-23014	74	21	incomplete	incomplete	ADJ
fcis-23014	74	22	data	datum	NOUN
fcis-23014	74	23	collection	collection	NOUN
fcis-23014	74	24	and	and	CCONJ
fcis-23014	74	25	inaccurate	inaccurate	ADJ
fcis-23014	74	26	analysis	analysis	NOUN
fcis-23014	74	27	.	.	PUNCT
fcis-23014	75	1	the	the	DET
fcis-23014	75	2	prediction	prediction	NOUN
fcis-23014	75	3	model	model	NOUN
fcis-23014	75	4	proposed	propose	VERB
fcis-23014	75	5	in	in	ADP
fcis-23014	75	6	this	this	DET
fcis-23014	75	7	article	article	NOUN
fcis-23014	75	8	utilizes	utilize	VERB
fcis-23014	75	9	big	big	ADJ
fcis-23014	75	10	data	datum	NOUN
fcis-23014	75	11	technology	technology	NOUN
fcis-23014	75	12	and	and	CCONJ
fcis-23014	75	13	machine	machine	NOUN
fcis-23014	75	14	learning	learn	VERB
fcis-23014	75	15	algorithms	algorithm	NOUN
fcis-23014	75	16	to	to	ADP
fcis-23014	75	17	deeply	deeply	ADV
fcis-23014	75	18	mine	mine	VERB
fcis-23014	75	19	and	and	CCONJ
fcis-23014	75	20	analyze	analyze	VERB
fcis-23014	75	21	equipment	equipment	NOUN
fcis-23014	75	22	operation	operation	NOUN
fcis-23014	75	23	data	datum	NOUN
fcis-23014	75	24	.	.	PUNCT
fcis-23014	76	1	by	by	ADP
fcis-23014	76	2	learning	learn	VERB
fcis-23014	76	3	from	from	ADP
fcis-23014	76	4	historical	historical	ADJ
fcis-23014	76	5	data	datum	NOUN
fcis-23014	76	6	,	,	PUNCT
fcis-23014	76	7	the	the	DET
fcis-23014	76	8	model	model	NOUN
fcis-23014	76	9	can	can	AUX
fcis-23014	76	10	capture	capture	VERB
fcis-23014	76	11	the	the	DET
fcis-23014	76	12	changes	change	NOUN
fcis-23014	76	13	in	in	ADP
fcis-23014	76	14	device	device	NOUN
fcis-23014	76	15	performance	performance	NOUN
fcis-23014	76	16	and	and	CCONJ
fcis-23014	76	17	predict	predict	VERB
fcis-23014	76	18	future	future	ADJ
fcis-23014	76	19	operational	operational	ADJ
fcis-23014	76	20	status	status	NOUN
fcis-23014	76	21	.	.	PUNCT
fcis-23014	77	1	this	this	DET
fcis-23014	77	2	prediction	prediction	NOUN
fcis-23014	77	3	not	not	PART
fcis-23014	77	4	only	only	ADV
fcis-23014	77	5	includes	include	VERB
fcis-23014	77	6	the	the	DET
fcis-23014	77	7	basic	basic	ADJ
fcis-23014	77	8	performance	performance	NOUN
fcis-23014	77	9	indicators	indicator	NOUN
fcis-23014	77	10	of	of	ADP
fcis-23014	77	11	the	the	DET
fcis-23014	77	12	equipment	equipment	NOUN
fcis-23014	77	13	,	,	PUNCT
fcis-23014	77	14	such	such	ADJ
fcis-23014	77	15	as	as	ADP
fcis-23014	77	16	temperature	temperature	NOUN
fcis-23014	77	17	,	,	PUNCT
fcis-23014	77	18	pressure	pressure	NOUN
fcis-23014	77	19	,	,	PUNCT
fcis-23014	77	20	flow	flow	NOUN
fcis-23014	77	21	rate	rate	NOUN
fcis-23014	77	22	,	,	PUNCT
fcis-23014	77	23	etc	etc	X
fcis-23014	77	24	.	.	X
fcis-23014	77	25	,	,	PUNCT
fcis-23014	77	26	but	but	CCONJ
fcis-23014	77	27	also	also	ADV
fcis-23014	77	28	predicts	predict	VERB
fcis-23014	77	29	the	the	DET
fcis-23014	77	30	probability	probability	NOUN
fcis-23014	77	31	of	of	ADP
fcis-23014	77	32	equipment	equipment	NOUN
fcis-23014	77	33	failure	failure	NOUN
fcis-23014	77	34	,	,	PUNCT
fcis-23014	77	35	remaining	remaining	ADJ
fcis-23014	77	36	life	life	NOUN
fcis-23014	77	37	,	,	PUNCT
fcis-23014	77	38	etc	etc	X
fcis-23014	77	39	.	.	X
fcis-23014	77	40	7	7	X
fcis-23014	77	41	.	.	X
fcis-23014	77	42	conclusion	conclusion	NOUN
fcis-23014	77	43	this	this	DET
fcis-23014	77	44	article	article	NOUN
fcis-23014	77	45	integrates	integrate	VERB
fcis-23014	77	46	the	the	DET
fcis-23014	77	47	business	business	NOUN
fcis-23014	77	48	platform	platform	NOUN
fcis-23014	77	49	developed	develop	VERB
fcis-23014	77	50	in	in	ADP
fcis-23014	77	51	java	java	NOUN
fcis-23014	77	52	and	and	CCONJ
fcis-23014	77	53	the	the	DET
fcis-23014	77	54	algorithm	algorithm	NOUN
fcis-23014	77	55	platform	platform	NOUN
fcis-23014	77	56	developed	develop	VERB
fcis-23014	77	57	in	in	ADP
fcis-23014	77	58	python	python	NOUN
fcis-23014	77	59	,	,	PUNCT
fcis-23014	77	60	and	and	CCONJ
fcis-23014	77	61	studies	study	NOUN
fcis-23014	77	62	a	a	DET
fcis-23014	77	63	fusion	fusion	NOUN
fcis-23014	77	64	model	model	NOUN
fcis-23014	77	65	optimized	optimize	VERB
fcis-23014	77	66	through	through	ADP
fcis-23014	77	67	technical	technical	ADJ
fcis-23014	77	68	solutions	solution	NOUN
fcis-23014	77	69	.	.	PUNCT
fcis-23014	78	1	based	base	VERB
fcis-23014	78	2	on	on	ADP
fcis-23014	78	3	this	this	PRON
fcis-23014	78	4	,	,	PUNCT
fcis-23014	78	5	the	the	DET
fcis-23014	78	6	design	design	NOUN
fcis-23014	78	7	of	of	ADP
fcis-23014	78	8	a	a	DET
fcis-23014	78	9	data	datum	NOUN
fcis-23014	78	10	monitoring	monitoring	NOUN
fcis-23014	78	11	and	and	CCONJ
fcis-23014	78	12	early	early	ADJ
fcis-23014	78	13	warning	warning	NOUN
fcis-23014	78	14	system	system	NOUN
fcis-23014	78	15	is	be	AUX
fcis-23014	78	16	implemented	implement	VERB
fcis-23014	78	17	.	.	PUNCT
fcis-23014	79	1	this	this	DET
fcis-23014	79	2	fusion	fusion	NOUN
fcis-23014	79	3	model	model	NOUN
fcis-23014	79	4	was	be	AUX
fcis-23014	79	5	83	83	NUM
fcis-23014	79	6	proposed	propose	VERB
fcis-23014	79	7	after	after	ADP
fcis-23014	79	8	conducting	conduct	VERB
fcis-23014	79	9	research	research	NOUN
fcis-23014	79	10	on	on	ADP
fcis-23014	79	11	the	the	DET
fcis-23014	79	12	current	current	ADJ
fcis-23014	79	13	situation	situation	NOUN
fcis-23014	79	14	of	of	ADP
fcis-23014	79	15	the	the	DET
fcis-23014	79	16	automotive	automotive	ADJ
fcis-23014	79	17	industry	industry	NOUN
fcis-23014	79	18	,	,	PUNCT
fcis-23014	79	19	collecting	collect	VERB
fcis-23014	79	20	user	user	NOUN
fcis-23014	79	21	needs	need	NOUN
fcis-23014	79	22	,	,	PUNCT
fcis-23014	79	23	and	and	CCONJ
fcis-23014	79	24	comparing	compare	VERB
fcis-23014	79	25	and	and	CCONJ
fcis-23014	79	26	debugging	debug	VERB
fcis-23014	79	27	java	java	NOUN
fcis-23014	79	28	and	and	CCONJ
fcis-23014	79	29	python	python	NOUN
fcis-23014	79	30	fusion	fusion	NOUN
fcis-23014	79	31	solutions	solution	NOUN
fcis-23014	79	32	.	.	PUNCT
fcis-23014	80	1	improvements	improvement	NOUN
fcis-23014	80	2	and	and	CCONJ
fcis-23014	80	3	optimizations	optimization	NOUN
fcis-23014	80	4	have	have	AUX
fcis-23014	80	5	been	be	AUX
fcis-23014	80	6	achieved	achieve	VERB
fcis-23014	80	7	in	in	ADP
fcis-23014	80	8	terms	term	NOUN
fcis-23014	80	9	of	of	ADP
fcis-23014	80	10	functionality	functionality	NOUN
fcis-23014	80	11	,	,	PUNCT
fcis-23014	80	12	technical	technical	ADJ
fcis-23014	80	13	architecture	architecture	NOUN
fcis-23014	80	14	,	,	PUNCT
fcis-23014	80	15	technical	technical	ADJ
fcis-23014	80	16	operations	operation	NOUN
fcis-23014	80	17	,	,	PUNCT
fcis-23014	80	18	and	and	CCONJ
fcis-23014	80	19	business	business	NOUN
fcis-23014	80	20	applications	application	NOUN
fcis-23014	80	21	.	.	PUNCT
fcis-23014	81	1	in	in	ADP
fcis-23014	81	2	summary	summary	NOUN
fcis-23014	81	3	,	,	PUNCT
fcis-23014	81	4	the	the	DET
fcis-23014	81	5	predictive	predictive	ADJ
fcis-23014	81	6	model	model	NOUN
fcis-23014	81	7	proposed	propose	VERB
fcis-23014	81	8	in	in	ADP
fcis-23014	81	9	this	this	DET
fcis-23014	81	10	article	article	NOUN
fcis-23014	81	11	has	have	VERB
fcis-23014	81	12	broad	broad	ADJ
fcis-23014	81	13	application	application	NOUN
fcis-23014	81	14	prospects	prospect	NOUN
fcis-23014	81	15	in	in	ADP
fcis-23014	81	16	the	the	DET
fcis-23014	81	17	field	field	NOUN
fcis-23014	81	18	of	of	ADP
fcis-23014	81	19	equipment	equipment	NOUN
fcis-23014	81	20	monitoring	monitoring	NOUN
fcis-23014	81	21	.	.	PUNCT
fcis-23014	82	1	by	by	ADP
fcis-23014	82	2	achieving	achieve	VERB
fcis-23014	82	3	precise	precise	ADJ
fcis-23014	82	4	monitoring	monitoring	NOUN
fcis-23014	82	5	and	and	CCONJ
fcis-23014	82	6	prediction	prediction	NOUN
fcis-23014	82	7	of	of	ADP
fcis-23014	82	8	device	device	NOUN
fcis-23014	82	9	operation	operation	NOUN
fcis-23014	82	10	data	datum	NOUN
fcis-23014	82	11	,	,	PUNCT
fcis-23014	82	12	this	this	DET
fcis-23014	82	13	model	model	NOUN
fcis-23014	82	14	helps	help	VERB
fcis-23014	82	15	to	to	PART
fcis-23014	82	16	improve	improve	VERB
fcis-23014	82	17	production	production	NOUN
fcis-23014	82	18	efficiency	efficiency	NOUN
fcis-23014	82	19	,	,	PUNCT
fcis-23014	82	20	reduce	reduce	VERB
fcis-23014	82	21	operating	operating	NOUN
fcis-23014	82	22	costs	cost	NOUN
fcis-23014	82	23	,	,	PUNCT
fcis-23014	82	24	and	and	CCONJ
fcis-23014	82	25	promote	promote	VERB
fcis-23014	82	26	intelligent	intelligent	ADJ
fcis-23014	82	27	and	and	CCONJ
fcis-23014	82	28	refined	refined	ADJ
fcis-23014	82	29	management	management	NOUN
fcis-23014	82	30	in	in	ADP
fcis-23014	82	31	the	the	DET
fcis-23014	82	32	industrial	industrial	ADJ
fcis-23014	82	33	field	field	NOUN
fcis-23014	82	34	.	.	PUNCT
fcis-23014	83	1	references	reference	NOUN
fcis-23014	83	2	[	[	X
fcis-23014	83	3	1	1	NUM
fcis-23014	83	4	]	]	X
fcis-23014	83	5	cheng	cheng	PROPN
fcis-23014	83	6	xueqi	xueqi	PROPN
fcis-23014	83	7	,	,	PUNCT
fcis-23014	83	8	jin	jin	PROPN
fcis-23014	83	9	xiaolong	xiaolong	PROPN
fcis-23014	83	10	,	,	PUNCT
fcis-23014	83	11	wang	wang	PROPN
fcis-23014	83	12	yuanzhuo	yuanzhuo	PROPN
fcis-23014	83	13	,	,	PUNCT
fcis-23014	83	14	et	et	PROPN
fcis-23014	83	15	al	al	PROPN
fcis-23014	83	16	.	.	PROPN
fcis-23014	83	17	overview	overview	NOUN
fcis-23014	83	18	of	of	ADP
fcis-23014	83	19	big	big	ADJ
fcis-23014	83	20	data	datum	NOUN
fcis-23014	83	21	systems	system	NOUN
fcis-23014	83	22	and	and	CCONJ
fcis-23014	83	23	analysis	analysis	NOUN
fcis-23014	83	24	technology	technology	NOUN
fcis-23014	84	1	[	[	X
fcis-23014	84	2	j	j	X
fcis-23014	84	3	]	]	X
fcis-23014	84	4	.	.	PUNCT
fcis-23014	85	1	journal	journal	PROPN
fcis-23014	85	2	of	of	ADP
fcis-23014	85	3	software	software	NOUN
fcis-23014	85	4	,	,	PUNCT
fcis-23014	85	5	2014,25	2014,25	NUM
fcis-23014	85	6	(	(	PUNCT
fcis-23014	85	7	9	9	NUM
fcis-23014	85	8	):	):	PUNCT
fcis-23014	85	9	1889	1889	NUM
fcis-23014	85	10	-	-	SYM
fcis-23014	85	11	1908	1908	NUM
fcis-23014	85	12	.	.	PUNCT
fcis-23014	86	1	[	[	X
fcis-23014	86	2	2	2	NUM
fcis-23014	86	3	]	]	X
fcis-23014	86	4	zhao	zhao	PROPN
fcis-23014	86	5	li	li	PROPN
fcis-23014	86	6	design	design	PROPN
fcis-23014	86	7	and	and	CCONJ
fcis-23014	86	8	implementation	implementation	NOUN
fcis-23014	86	9	of	of	ADP
fcis-23014	86	10	vehicle	vehicle	NOUN
fcis-23014	86	11	monitoring	monitoring	NOUN
fcis-23014	86	12	system	system	NOUN
fcis-23014	86	13	based	base	VERB
fcis-23014	86	14	on	on	ADP
fcis-23014	86	15	big	big	ADJ
fcis-23014	86	16	data	datum	NOUN
fcis-23014	86	17	processing	process	VERB
fcis-23014	86	18	[	[	X
fcis-23014	86	19	d	d	X
fcis-23014	86	20	]	]	X
fcis-23014	86	21	.	.	PUNCT
fcis-23014	87	1	beijing	beijing	PROPN
fcis-23014	87	2	:	:	PUNCT
fcis-23014	87	3	beijing	beijing	PROPN
fcis-23014	87	4	jiaotong	jiaotong	PROPN
fcis-23014	87	5	university	university	PROPN
fcis-23014	87	6	,	,	PUNCT
fcis-23014	87	7	2019	2019	NUM
fcis-23014	87	8	.	.	PUNCT
fcis-23014	88	1	[	[	X
fcis-23014	88	2	3	3	X
fcis-23014	88	3	]	]	X
fcis-23014	88	4	zeng	zeng	PROPN
fcis-23014	88	5	xianyu	xianyu	PROPN
fcis-23014	88	6	optimization	optimization	NOUN
fcis-23014	88	7	and	and	CCONJ
fcis-23014	88	8	implementation	implementation	NOUN
fcis-23014	88	9	of	of	ADP
fcis-23014	88	10	vehicle	vehicle	NOUN
fcis-23014	88	11	monitoring	monitoring	NOUN
fcis-23014	88	12	system	system	NOUN
fcis-23014	88	13	based	base	VERB
fcis-23014	88	14	on	on	ADP
fcis-23014	88	15	big	big	ADJ
fcis-23014	88	16	data	datum	NOUN
fcis-23014	88	17	technology	technology	NOUN
fcis-23014	89	1	[	[	X
fcis-23014	89	2	d	d	X
fcis-23014	89	3	]	]	X
fcis-23014	89	4	.	.	PUNCT
fcis-23014	90	1	changchun	changchun	PROPN
fcis-23014	90	2	:	:	PUNCT
fcis-23014	90	3	jilin	jilin	PROPN
fcis-23014	90	4	university	university	PROPN
fcis-23014	90	5	,	,	PUNCT
fcis-23014	90	6	2016	2016	NUM
fcis-23014	90	7	.	.	PUNCT
fcis-23014	91	1	[	[	X
fcis-23014	91	2	4	4	NUM
fcis-23014	91	3	]	]	X
fcis-23014	91	4	li	li	PROPN
fcis-23014	91	5	guojie	guojie	PROPN
fcis-23014	91	6	,	,	PUNCT
fcis-23014	91	7	cheng	cheng	PROPN
fcis-23014	91	8	xueqi	xueqi	PROPN
fcis-23014	91	9	.	.	PUNCT
fcis-23014	92	1	big	big	ADJ
fcis-23014	92	2	data	datum	NOUN
fcis-23014	92	3	research	research	NOUN
fcis-23014	92	4	:	:	PUNCT
fcis-23014	92	5	a	a	DET
fcis-23014	92	6	major	major	ADJ
fcis-23014	92	7	strategic	strategic	ADJ
fcis-23014	92	8	area	area	NOUN
fcis-23014	92	9	for	for	ADP
fcis-23014	92	10	future	future	ADJ
fcis-23014	92	11	science	science	NOUN
fcis-23014	92	12	and	and	CCONJ
fcis-23014	92	13	technology	technology	NOUN
fcis-23014	92	14	and	and	CCONJ
fcis-23014	92	15	economic	economic	ADJ
fcis-23014	92	16	and	and	CCONJ
fcis-23014	92	17	social	social	ADJ
fcis-23014	92	18	development	development	NOUN
fcis-23014	92	19	research	research	NOUN
fcis-23014	92	20	status	status	NOUN
fcis-23014	92	21	and	and	CCONJ
fcis-23014	92	22	scientific	scientific	ADJ
fcis-23014	92	23	thinking	thinking	NOUN
fcis-23014	92	24	of	of	ADP
fcis-23014	92	25	big	big	ADJ
fcis-23014	92	26	data	datum	NOUN
fcis-23014	93	1	[	[	X
fcis-23014	93	2	j	j	X
fcis-23014	93	3	]	]	X
fcis-23014	93	4	.	.	PUNCT
fcis-23014	94	1	journal	journal	PROPN
fcis-23014	94	2	of	of	ADP
fcis-23014	94	3	the	the	DET
fcis-23014	94	4	chinese	chinese	PROPN
fcis-23014	94	5	academy	academy	PROPN
fcis-23014	94	6	of	of	ADP
fcis-23014	94	7	sciences	sciences	PROPN
fcis-23014	94	8	,	,	PUNCT
fcis-23014	94	9	2012	2012	NUM
fcis-23014	94	10	,	,	PUNCT
fcis-23014	94	11	27	27	NUM
fcis-23014	94	12	(	(	PUNCT
fcis-23014	94	13	6	6	NUM
fcis-23014	94	14	):	):	PUNCT
fcis-23014	94	15	647	647	NUM
fcis-23014	94	16	-	-	SYM
fcis-23014	94	17	657	657	NUM
fcis-23014	94	18	.	.	PUNCT
fcis-23014	95	1	[	[	X
fcis-23014	95	2	5	5	X
fcis-23014	95	3	]	]	X
fcis-23014	95	4	zeng	zeng	PROPN
fcis-23014	95	5	lei	lei	PROPN
fcis-23014	95	6	.	.	PROPN
fcis-23014	95	7	review	review	NOUN
fcis-23014	95	8	of	of	ADP
fcis-23014	95	9	big	big	ADJ
fcis-23014	95	10	data	datum	NOUN
fcis-23014	95	11	research	research	NOUN
fcis-23014	96	1	[	[	X
fcis-23014	96	2	j	j	X
fcis-23014	96	3	]	]	X
fcis-23014	96	4	.	.	PUNCT
fcis-23014	97	1	software	software	NOUN
fcis-23014	97	2	guide	guide	NOUN
fcis-23014	97	3	,	,	PUNCT
fcis-23014	97	4	2015,14	2015,14	NUM
fcis-23014	97	5	(	(	PUNCT
fcis-23014	97	6	8)	8)	NUM
fcis-23014	97	7	:	:	SYM
fcis-23014	97	8	1	1	NUM
fcis-23014	97	9	-	-	SYM
fcis-23014	97	10	2	2	NUM
fcis-23014	97	11	.	.	PUNCT
fcis-23014	98	1	[	[	X
fcis-23014	98	2	6	6	NUM
fcis-23014	98	3	]	]	X
fcis-23014	98	4	fu	fu	PROPN
fcis-23014	98	5	yan	yan	PROPN
fcis-23014	98	6	,	,	PUNCT
fcis-23014	98	7	li	li	PROPN
fcis-23014	98	8	hongru	hongru	PROPN
fcis-23014	98	9	.	.	PUNCT
fcis-23014	99	1	research	research	NOUN
fcis-23014	99	2	on	on	ADP
fcis-23014	99	3	the	the	DET
fcis-23014	99	4	digital	digital	ADJ
fcis-23014	99	5	transformation	transformation	NOUN
fcis-23014	99	6	system	system	NOUN
fcis-23014	99	7	architecture	architecture	NOUN
fcis-23014	99	8	of	of	ADP
fcis-23014	99	9	vehicle	vehicle	NOUN
fcis-23014	99	10	enterprises	enterprise	NOUN
fcis-23014	99	11	[	[	X
fcis-23014	99	12	j	j	X
fcis-23014	99	13	]	]	X
fcis-23014	99	14	.	.	PUNCT
fcis-23014	100	1	automotive	automotive	ADJ
fcis-23014	100	2	digest	digest	PROPN
fcis-23014	100	3	,	,	PUNCT
fcis-23014	100	4	2022	2022	NUM
fcis-23014	100	5	(	(	PUNCT
fcis-23014	100	6	7	7	NUM
fcis-23014	100	7	):	):	SYM
fcis-23014	100	8	20	20	NUM
fcis-23014	100	9	-	-	SYM
fcis-23014	100	10	26	26	NUM
fcis-23014	100	11	.	.	PUNCT
fcis-23014	101	1	[	[	X
fcis-23014	101	2	7	7	NUM
fcis-23014	101	3	]	]	X
fcis-23014	101	4	zhang	zhang	PROPN
fcis-23014	101	5	wenjie	wenjie	PROPN
fcis-23014	101	6	,	,	PUNCT
fcis-23014	101	7	li	li	PROPN
fcis-23014	101	8	changlong	changlong	PROPN
fcis-23014	101	9	,	,	PUNCT
fcis-23014	101	10	hong	hong	PROPN
fcis-23014	101	11	yu	yu	PROPN
fcis-23014	101	12	,	,	PUNCT
fcis-23014	101	13	et	et	PROPN
fcis-23014	101	14	al	al	PROPN
fcis-23014	101	15	.	.	PUNCT
fcis-23014	102	1	the	the	DET
fcis-23014	102	2	application	application	NOUN
fcis-23014	102	3	of	of	ADP
fcis-23014	102	4	remote	remote	ADJ
fcis-23014	102	5	diagnosis	diagnosis	NOUN
fcis-23014	102	6	system	system	NOUN
fcis-23014	102	7	based	base	VERB
fcis-23014	102	8	on	on	ADP
fcis-23014	102	9	big	big	ADJ
fcis-23014	102	10	data	datum	NOUN
fcis-23014	102	11	technology	technology	NOUN
fcis-23014	102	12	in	in	ADP
fcis-23014	102	13	automobiles	automobile	NOUN
fcis-23014	102	14	[	[	X
fcis-23014	102	15	j	j	X
fcis-23014	102	16	]	]	X
fcis-23014	102	17	.	.	PUNCT
fcis-23014	103	1	automotive	automotive	ADJ
fcis-23014	103	2	digest	digest	PROPN
fcis-23014	103	3	,	,	PUNCT
fcis-23014	103	4	2022	2022	NUM
fcis-23014	103	5	(	(	PUNCT
fcis-23014	103	6	4	4	NUM
fcis-23014	103	7	):	):	PUNCT
fcis-23014	103	8	30	30	NUM
fcis-23014	103	9	-	-	SYM
fcis-23014	103	10	33	33	NUM
fcis-23014	103	11	.	.	PUNCT
fcis-23014	104	1	[	[	X
fcis-23014	104	2	8	8	NUM
fcis-23014	104	3	]	]	X
fcis-23014	104	4	chen	chen	PROPN
fcis-23014	104	5	liang	liang	PROPN
fcis-23014	104	6	research	research	PROPN
fcis-23014	104	7	on	on	ADP
fcis-23014	104	8	electric	electric	ADJ
fcis-23014	104	9	vehicle	vehicle	NOUN
fcis-23014	104	10	battery	battery	NOUN
fcis-23014	104	11	monitoring	monitoring	NOUN
fcis-23014	104	12	system	system	NOUN
fcis-23014	104	13	based	base	VERB
fcis-23014	104	14	on	on	ADP
fcis-23014	104	15	cloud	cloud	NOUN
fcis-23014	104	16	platform	platform	NOUN
fcis-23014	105	1	[	[	X
fcis-23014	105	2	d	d	X
fcis-23014	105	3	]	]	X
fcis-23014	105	4	.	.	PUNCT
fcis-23014	106	1	shanghai	shanghai	PROPN
fcis-23014	106	2	:	:	PUNCT
fcis-23014	106	3	shanghai	shanghai	PROPN
fcis-23014	106	4	university	university	PROPN
fcis-23014	106	5	of	of	ADP
fcis-23014	106	6	engineering	engineering	NOUN
fcis-23014	106	7	and	and	CCONJ
fcis-23014	106	8	technology	technology	NOUN
fcis-23014	106	9	,	,	PUNCT
fcis-23014	106	10	2017	2017	NUM
fcis-23014	106	11	.	.	PUNCT
fcis-23014	107	1	[	[	X
fcis-23014	107	2	9	9	NUM
fcis-23014	107	3	]	]	PUNCT
fcis-23014	107	4	wang	wang	PROPN
fcis-23014	107	5	ruwei	ruwei	VERB
fcis-23014	107	6	the	the	DET
fcis-23014	107	7	application	application	NOUN
fcis-23014	107	8	of	of	ADP
fcis-23014	107	9	java	java	PROPN
fcis-23014	107	10	programming	programming	NOUN
fcis-23014	107	11	language	language	NOUN
fcis-23014	107	12	in	in	ADP
fcis-23014	107	13	big	big	ADJ
fcis-23014	107	14	data	datum	NOUN
fcis-23014	107	15	development	development	NOUN
fcis-23014	108	1	[	[	X
fcis-23014	108	2	j	j	X
fcis-23014	108	3	]	]	X
fcis-23014	108	4	.	.	PUNCT
fcis-23014	109	1	electronic	electronic	ADJ
fcis-23014	109	2	technology	technology	NOUN
fcis-23014	109	3	,	,	PUNCT
fcis-23014	109	4	2022	2022	NUM
fcis-23014	109	5	,	,	PUNCT
fcis-23014	109	6	51	51	NUM
fcis-23014	109	7	(	(	PUNCT
fcis-23014	109	8	1	1	NUM
fcis-23014	109	9	):	):	PUNCT
fcis-23014	109	10	160	160	NUM
fcis-23014	109	11	-	-	SYM
fcis-23014	109	12	161	161	NUM
fcis-23014	109	13	.	.	PUNCT
fcis-23014	110	1	[	[	X
fcis-23014	110	2	10	10	NUM
fcis-23014	110	3	]	]	X
fcis-23014	110	4	guo	guo	PROPN
fcis-23014	110	5	yang	yang	PROPN
fcis-23014	110	6	,	,	PUNCT
fcis-23014	110	7	chang	chang	PROPN
fcis-23014	110	8	yingxian	yingxian	PROPN
fcis-23014	110	9	.	.	PUNCT
fcis-23014	111	1	on	on	ADP
fcis-23014	111	2	the	the	DET
fcis-23014	111	3	application	application	NOUN
fcis-23014	111	4	of	of	ADP
fcis-23014	111	5	java	java	PROPN
fcis-23014	111	6	language	language	PROPN
fcis-23014	111	7	in	in	ADP
fcis-23014	111	8	computer	computer	NOUN
fcis-23014	111	9	software	software	NOUN
fcis-23014	111	10	development	development	NOUN
fcis-23014	111	11	[	[	X
fcis-23014	111	12	j	j	X
fcis-23014	111	13	]	]	X
fcis-23014	111	14	.	.	PUNCT
fcis-23014	112	1	digital	digital	ADJ
fcis-23014	112	2	communication	communication	NOUN
fcis-23014	112	3	world	world	NOUN
fcis-23014	112	4	,	,	PUNCT
fcis-23014	112	5	2022	2022	NUM
fcis-23014	112	6	(	(	PUNCT
fcis-23014	112	7	1	1	NUM
fcis-23014	112	8	):	):	PUNCT
fcis-23014	112	9	88	88	NUM
fcis-23014	112	10	-	-	SYM
fcis-23014	112	11	90	90	NUM
fcis-23014	112	12	+	+	NOUN
fcis-23014	112	13	94	94	NUM
fcis-23014	112	14	.	.	PUNCT
fcis-23014	113	1	[	[	X
fcis-23014	113	2	11	11	NUM
fcis-23014	113	3	]	]	X
fcis-23014	113	4	zhang	zhang	PROPN
fcis-23014	113	5	jiaqi	jiaqi	PROPN
fcis-23014	113	6	design	design	PROPN
fcis-23014	113	7	and	and	CCONJ
fcis-23014	113	8	implementation	implementation	NOUN
fcis-23014	113	9	of	of	ADP
fcis-23014	113	10	a	a	DET
fcis-23014	113	11	vehicle	vehicle	NOUN
fcis-23014	113	12	test	test	NOUN
fcis-23014	113	13	management	management	NOUN
fcis-23014	113	14	information	information	NOUN
fcis-23014	113	15	system	system	NOUN
fcis-23014	113	16	based	base	VERB
fcis-23014	113	17	on	on	ADP
fcis-23014	113	18	java	java	PROPN
fcis-23014	113	19	web	web	NOUN
fcis-23014	114	1	[	[	X
fcis-23014	114	2	d	d	X
fcis-23014	114	3	]	]	X
fcis-23014	114	4	.	.	PUNCT
fcis-23014	115	1	beijing	beijing	PROPN
fcis-23014	115	2	:	:	PUNCT
fcis-23014	115	3	beijing	beijing	PROPN
fcis-23014	115	4	jiaotong	jiaotong	PROPN
fcis-23014	115	5	university	university	PROPN
fcis-23014	115	6	,	,	PUNCT
fcis-23014	115	7	2016	2016	NUM
fcis-23014	115	8	.	.	PUNCT
fcis-23014	116	1	[	[	X
fcis-23014	116	2	12	12	NUM
fcis-23014	116	3	]	]	X
fcis-23014	116	4	lu	lu	NOUN
fcis-23014	116	5	shaobing	shaobe	VERB
fcis-23014	116	6	.	.	PUNCT
fcis-23014	117	1	research	research	NOUN
fcis-23014	117	2	on	on	ADP
fcis-23014	117	3	hybrid	hybrid	ADJ
fcis-23014	117	4	language	language	NOUN
fcis-23014	117	5	programming	programming	NOUN
fcis-23014	117	6	and	and	CCONJ
fcis-23014	117	7	its	its	PRON
fcis-23014	117	8	implementation	implementation	NOUN
fcis-23014	117	9	based	base	VERB
fcis-23014	117	10	on	on	ADP
fcis-23014	117	11	python	python	PROPN
fcis-23014	118	1	[	[	X
fcis-23014	118	2	j	j	X
fcis-23014	118	3	]	]	X
fcis-23014	118	4	.	.	PUNCT
fcis-23014	119	1	science	science	NOUN
fcis-23014	119	2	and	and	CCONJ
fcis-23014	119	3	technology	technology	NOUN
fcis-23014	119	4	information	information	NOUN
fcis-23014	119	5	,	,	PUNCT
fcis-23014	119	6	2022	2022	NUM
fcis-23014	119	7	,	,	PUNCT
fcis-23014	119	8	20	20	NUM
fcis-23014	119	9	(	(	PUNCT
fcis-23014	119	10	14	14	NUM
fcis-23014	119	11	):	):	PUNCT
fcis-23014	119	12	31	31	NUM
fcis-23014	119	13	-	-	SYM
fcis-23014	119	14	33	33	NUM
fcis-23014	119	15	.	.	PUNCT
fcis-23014	120	1	[	[	X
fcis-23014	120	2	13	13	NUM
fcis-23014	120	3	]	]	X
fcis-23014	120	4	zhang	zhang	PROPN
fcis-23014	120	5	wei	wei	PROPN
fcis-23014	120	6	.	.	PUNCT
fcis-23014	121	1	implementation	implementation	NOUN
fcis-23014	121	2	of	of	ADP
fcis-23014	121	3	vehicle	vehicle	NOUN
fcis-23014	121	4	detection	detection	NOUN
fcis-23014	121	5	algorithm	algorithm	NOUN
fcis-23014	121	6	based	base	VERB
fcis-23014	121	7	on	on	ADP
fcis-23014	121	8	python	python	PROPN
fcis-23014	122	1	[	[	X
fcis-23014	122	2	j	j	X
fcis-23014	122	3	]	]	X
fcis-23014	122	4	.	.	PUNCT
fcis-23014	123	1	mechanical	mechanical	ADJ
fcis-23014	123	2	management	management	NOUN
fcis-23014	123	3	development	development	NOUN
fcis-23014	123	4	,	,	PUNCT
fcis-23014	123	5	2019,34	2019,34	NUM
fcis-23014	123	6	(	(	PUNCT
fcis-23014	123	7	12	12	NUM
fcis-23014	123	8	):	):	PUNCT
fcis-23014	123	9	258	258	NUM
fcis-23014	123	10	-	-	SYM
fcis-23014	123	11	261	261	NUM
fcis-23014	123	12	.	.	PUNCT
fcis-23014	124	1	[	[	X
fcis-23014	124	2	14	14	NUM
fcis-23014	124	3	]	]	X
fcis-23014	124	4	cheng	cheng	PROPN
fcis-23014	124	5	yi	yi	PROPN
fcis-23014	124	6	,	,	PUNCT
fcis-23014	124	7	cui	cui	PROPN
fcis-23014	124	8	jiqiang	jiqiang	PROPN
fcis-23014	124	9	,	,	PUNCT
fcis-23014	124	10	wang	wang	PROPN
fcis-23014	124	11	ruiying	ruiying	PROPN
fcis-23014	124	12	.	.	PUNCT
fcis-23014	125	1	analysis	analysis	NOUN
fcis-23014	125	2	of	of	ADP
fcis-23014	125	3	heavy	heavy	ADJ
fcis-23014	125	4	-	-	PUNCT
fcis-23014	125	5	duty	duty	NOUN
fcis-23014	125	6	dump	dump	NOUN
fcis-23014	125	7	truck	truck	NOUN
fcis-23014	125	8	operating	operating	NOUN
fcis-23014	125	9	conditions	condition	NOUN
fcis-23014	125	10	based	base	VERB
fcis-23014	125	11	on	on	ADP
fcis-23014	125	12	python	python	NOUN
fcis-23014	126	1	[	[	X
fcis-23014	126	2	j	j	X
fcis-23014	126	3	]	]	X
fcis-23014	126	4	.	.	PUNCT
fcis-23014	127	1	automotive	automotive	ADJ
fcis-23014	127	2	practical	practical	ADJ
fcis-23014	127	3	technology	technology	NOUN
fcis-23014	127	4	,	,	PUNCT
fcis-23014	127	5	2019	2019	NUM
fcis-23014	127	6	(	(	PUNCT
fcis-23014	127	7	20	20	NUM
fcis-23014	127	8	):	):	PUNCT
fcis-23014	127	9	58	58	NUM
fcis-23014	127	10	-	-	SYM
fcis-23014	127	11	60	60	NUM
fcis-23014	127	12	.	.	PUNCT
fcis-23014	128	1	[	[	X
fcis-23014	128	2	15	15	NUM
fcis-23014	128	3	]	]	X
fcis-23014	128	4	zhao	zhao	PROPN
fcis-23014	128	5	zhisheng	zhisheng	PROPN
fcis-23014	128	6	,	,	PUNCT
fcis-23014	128	7	zhang	zhang	PROPN
fcis-23014	128	8	xiao	xiao	PROPN
fcis-23014	128	9	,	,	PUNCT
fcis-23014	128	10	ma	ma	PROPN
fcis-23014	128	11	teng	teng	PROPN
fcis-23014	128	12	research	research	NOUN
fcis-23014	128	13	and	and	CCONJ
fcis-23014	128	14	implementation	implementation	NOUN
fcis-23014	128	15	of	of	ADP
fcis-23014	128	16	java	java	PROPN
fcis-23014	128	17	and	and	CCONJ
fcis-23014	128	18	python	python	NOUN
fcis-23014	128	19	integration	integration	NOUN
fcis-23014	128	20	scheme	scheme	NOUN
fcis-23014	128	21	[	[	X
fcis-23014	128	22	j	j	X
fcis-23014	128	23	]	]	X
fcis-23014	128	24	.	.	PUNCT
fcis-23014	129	1	network	network	NOUN
fcis-23014	129	2	security	security	NOUN
fcis-23014	129	3	technology	technology	NOUN
fcis-23014	129	4	and	and	CCONJ
fcis-23014	129	5	application	application	NOUN
fcis-23014	129	6	,	,	PUNCT
fcis-23014	129	7	2015	2015	NUM
fcis-23014	129	8	(	(	PUNCT
fcis-23014	129	9	1	1	NUM
fcis-23014	129	10	):	):	PUNCT
fcis-23014	129	11	146	146	NUM
fcis-23014	129	12	+	+	NOUN
fcis-23014	129	13	148	148	NUM
fcis-23014	129	14	.	.	PUNCT
fcis-23014	130	1	[	[	X
fcis-23014	130	2	16	16	NUM
fcis-23014	130	3	]	]	X
fcis-23014	130	4	zhang	zhang	PROPN
fcis-23014	130	5	chunguang	chunguang	PROPN
fcis-23014	130	6	design	design	NOUN
fcis-23014	130	7	and	and	CCONJ
fcis-23014	130	8	implementation	implementation	NOUN
fcis-23014	130	9	of	of	ADP
fcis-23014	130	10	a	a	DET
fcis-23014	130	11	comprehensive	comprehensive	ADJ
fcis-23014	130	12	quality	quality	NOUN
fcis-23014	130	13	assessment	assessment	NOUN
fcis-23014	130	14	system	system	NOUN
fcis-23014	130	15	for	for	ADP
fcis-23014	130	16	java	java	NOUN
fcis-23014	130	17	and	and	CCONJ
fcis-23014	130	18	python	python	PROPN
fcis-23014	130	19	mixed	mixed	ADJ
fcis-23014	130	20	source	source	NOUN
fcis-23014	130	21	software	software	NOUN
fcis-23014	130	22	[	[	X
fcis-23014	130	23	d	d	X
fcis-23014	130	24	]	]	X
fcis-23014	130	25	.	.	PUNCT
fcis-23014	131	1	nanjing	nanjing	PROPN
fcis-23014	131	2	:	:	PUNCT
fcis-23014	131	3	southeast	southeast	PROPN
fcis-23014	131	4	university	university	NOUN
fcis-23014	131	5	,	,	PUNCT
fcis-23014	131	6	2021	2021	NUM
fcis-23014	131	7	.	.	PUNCT
fcis-23014	132	1	[	[	X
fcis-23014	132	2	17	17	NUM
fcis-23014	132	3	]	]	X
fcis-23014	132	4	huang	huang	PROPN
fcis-23014	132	5	jingxuan	jingxuan	PROPN
fcis-23014	132	6	,	,	PUNCT
fcis-23014	132	7	liu	liu	PROPN
fcis-23014	132	8	kangjun	kangjun	PROPN
fcis-23014	132	9	,	,	PUNCT
fcis-23014	132	10	yun	yun	PROPN
fcis-23014	132	11	chentai	chentai	PROPN
fcis-23014	132	12	,	,	PUNCT
fcis-23014	132	13	et	et	PROPN
fcis-23014	132	14	al	al	PROPN
fcis-23014	132	15	.	.	PROPN
fcis-23014	132	16	design	design	NOUN
fcis-23014	132	17	and	and	CCONJ
fcis-23014	132	18	implementation	implementation	NOUN
fcis-23014	132	19	of	of	ADP
fcis-23014	132	20	an	an	DET
fcis-23014	132	21	assisted	assist	VERB
fcis-23014	132	22	bid	bid	NOUN
fcis-23014	132	23	evaluation	evaluation	NOUN
fcis-23014	132	24	system	system	NOUN
fcis-23014	132	25	based	base	VERB
fcis-23014	132	26	on	on	ADP
fcis-23014	132	27	java	java	PROPN
fcis-23014	132	28	and	and	CCONJ
fcis-23014	132	29	python	python	NOUN
fcis-23014	133	1	[	[	X
fcis-23014	133	2	j	j	X
fcis-23014	133	3	]	]	X
fcis-23014	133	4	.	.	PUNCT
fcis-23014	134	1	industrial	industrial	PROPN
fcis-23014	134	2	control	control	PROPN
fcis-23014	134	3	computer	computer	NOUN
fcis-23014	134	4	,	,	PUNCT
fcis-23014	134	5	2021,34	2021,34	NUM
fcis-23014	134	6	(	(	PUNCT
fcis-23014	134	7	3	3	NUM
fcis-23014	134	8	):	):	PUNCT
fcis-23014	134	9	18	18	NUM
fcis-23014	134	10	-	-	SYM
fcis-23014	134	11	20	20	NUM
fcis-23014	134	12	.	.	PUNCT
fcis-23014	135	1	[	[	X
fcis-23014	135	2	18	18	NUM
fcis-23014	135	3	]	]	X
fcis-23014	135	4	shen	shen	PROPN
fcis-23014	135	5	ao	ao	PROPN
fcis-23014	135	6	,	,	PUNCT
fcis-23014	135	7	wang	wang	PROPN
fcis-23014	135	8	lei	lei	PROPN
fcis-23014	135	9	,	,	PUNCT
fcis-23014	135	10	wang	wang	PROPN
fcis-23014	135	11	xidian	xidian	PROPN
fcis-23014	135	12	,	,	PUNCT
fcis-23014	135	13	etc	etc	X
fcis-23014	135	14	research	research	NOUN
fcis-23014	135	15	on	on	ADP
fcis-23014	135	16	the	the	DET
fcis-23014	135	17	application	application	NOUN
fcis-23014	135	18	of	of	ADP
fcis-23014	135	19	jython	jython	PROPN
fcis-23014	135	20	technology	technology	PROPN
fcis-23014	135	21	in	in	ADP
fcis-23014	135	22	network	network	NOUN
fcis-23014	135	23	management	management	NOUN
fcis-23014	135	24	support	support	NOUN
fcis-23014	135	25	systems	system	NOUN
fcis-23014	135	26	[	[	X
fcis-23014	135	27	j	j	X
fcis-23014	135	28	]	]	X
fcis-23014	135	29	.	.	PUNCT
fcis-23014	136	1	telecommunications	telecommunication	NOUN
fcis-23014	136	2	engineering	engineering	NOUN
fcis-23014	136	3	technology	technology	NOUN
fcis-23014	136	4	and	and	CCONJ
fcis-23014	136	5	standardization	standardization	NOUN
fcis-23014	136	6	,	,	PUNCT
fcis-23014	136	7	2013,26	2013,26	NOUN
fcis-23014	136	8	(	(	PUNCT
fcis-23014	136	9	5	5	NUM
fcis-23014	136	10	):	):	PUNCT
fcis-23014	136	11	52	52	NUM
fcis-23014	136	12	-	-	SYM
fcis-23014	136	13	56	56	NUM
fcis-23014	136	14	.	.	PUNCT
fcis-23014	137	1	[	[	X
fcis-23014	137	2	19	19	NUM
fcis-23014	137	3	]	]	X
fcis-23014	137	4	tan	tan	PROPN
fcis-23014	137	5	yi	yi	PROPN
fcis-23014	137	6	,	,	PUNCT
fcis-23014	137	7	wang	wang	PROPN
fcis-23014	137	8	kai	kai	PROPN
fcis-23014	137	9	,	,	PUNCT
fcis-23014	137	10	zhou	zhou	PROPN
fcis-23014	137	11	lanjiang	lanjiang	PROPN
fcis-23014	137	12	.	.	PUNCT
fcis-23014	138	1	rapid	rapid	ADJ
fcis-23014	138	2	development	development	NOUN
fcis-23014	138	3	of	of	ADP
fcis-23014	138	4	web	web	NOUN
fcis-23014	138	5	applications	application	NOUN
fcis-23014	138	6	using	use	VERB
fcis-23014	138	7	jython	jython	PROPN
fcis-23014	138	8	[	[	X
fcis-23014	138	9	j	j	X
fcis-23014	138	10	]	]	X
fcis-23014	138	11	.	.	PUNCT
fcis-23014	139	1	computer	computer	NOUN
fcis-23014	139	2	knowledge	knowledge	NOUN
fcis-23014	139	3	and	and	CCONJ
fcis-23014	139	4	technology	technology	NOUN
fcis-23014	139	5	,	,	PUNCT
fcis-23014	139	6	2006	2006	NUM
fcis-23014	139	7	(	(	PUNCT
fcis-23014	139	8	35	35	NUM
fcis-23014	139	9	):	):	PUNCT
fcis-23014	139	10	50	50	NUM
fcis-23014	139	11	+	+	NOUN
fcis-23014	139	12	72	72	NUM
fcis-23014	139	13	.	.	PUNCT
fcis-23014	140	1	[	[	X
fcis-23014	140	2	20	20	NUM
fcis-23014	140	3	]	]	PUNCT
fcis-23014	140	4	zeng	zeng	PROPN
fcis-23014	140	5	hao	hao	PROPN
fcis-23014	140	6	research	research	PROPN
fcis-23014	140	7	on	on	ADP
fcis-23014	140	8	the	the	DET
fcis-23014	140	9	application	application	NOUN
fcis-23014	140	10	of	of	ADP
fcis-23014	140	11	python	python	NOUN
fcis-23014	140	12	in	in	ADP
fcis-23014	140	13	other	other	ADJ
fcis-23014	140	14	languages	language	NOUN
fcis-23014	140	15	[	[	X
fcis-23014	140	16	j	j	X
fcis-23014	140	17	]	]	X
fcis-23014	140	18	.	.	PUNCT
fcis-23014	141	1	popular	popular	ADJ
fcis-23014	141	2	technology	technology	NOUN
fcis-23014	141	3	,	,	PUNCT
fcis-23014	141	4	2012,14	2012,14	CCONJ
fcis-23014	141	5	(	(	PUNCT
fcis-23014	141	6	7	7	NUM
fcis-23014	141	7	):	):	PUNCT
fcis-23014	141	8	13	13	NUM
fcis-23014	141	9	-	-	SYM
fcis-23014	141	10	14	14	NUM
fcis-23014	141	11	+	+	NOUN
fcis-23014	141	12	19	19	NUM
fcis-23014	141	13	.	.	PUNCT
fcis-23014	142	1	[	[	X
fcis-23014	142	2	21	21	NUM
fcis-23014	142	3	]	]	X
fcis-23014	142	4	wang	wang	PROPN
fcis-23014	142	5	wenyang	wenyang	PROPN
fcis-23014	142	6	,	,	PUNCT
fcis-23014	142	7	chen	chen	PROPN
fcis-23014	142	8	zheng	zheng	PROPN
fcis-23014	142	9	,	,	PUNCT
fcis-23014	142	10	chen	chen	PROPN
fcis-23014	142	11	xiangwei	xiangwei	PROPN
fcis-23014	142	12	.	.	PUNCT
fcis-23014	143	1	design	design	NOUN
fcis-23014	143	2	of	of	ADP
fcis-23014	143	3	new	new	ADJ
fcis-23014	143	4	energy	energy	NOUN
fcis-23014	143	5	vehicle	vehicle	NOUN
fcis-23014	143	6	monitoring	monitor	VERB
fcis-23014	143	7	platform	platform	NOUN
fcis-23014	143	8	software	software	NOUN
fcis-23014	144	1	[	[	X
fcis-23014	144	2	j	j	X
fcis-23014	144	3	]	]	X
fcis-23014	144	4	.	.	PUNCT
fcis-23014	145	1	equipment	equipment	NOUN
fcis-23014	145	2	manufacturing	manufacturing	NOUN
fcis-23014	145	3	technology	technology	NOUN
fcis-23014	145	4	,	,	PUNCT
fcis-23014	145	5	2014	2014	NUM
fcis-23014	145	6	(	(	PUNCT
fcis-23014	145	7	12	12	NUM
fcis-23014	145	8	):	):	PUNCT
fcis-23014	145	9	46	46	NUM
fcis-23014	145	10	-	-	SYM
fcis-23014	145	11	48	48	NUM
fcis-23014	145	12	.	.	PUNCT
fcis-23014	146	1	[	[	X
fcis-23014	146	2	22	22	NUM
fcis-23014	146	3	]	]	X
fcis-23014	146	4	zhang	zhang	PROPN
fcis-23014	146	5	yu	yu	PROPN
fcis-23014	146	6	,	,	PUNCT
fcis-23014	146	7	che	che	PROPN
fcis-23014	146	8	xiaobo	xiaobo	PROPN
fcis-23014	146	9	,	,	PUNCT
fcis-23014	146	10	wang	wang	PROPN
fcis-23014	146	11	yong	yong	PROPN
fcis-23014	146	12	,	,	PUNCT
fcis-23014	146	13	et	et	PROPN
fcis-23014	147	1	al	al	PROPN
fcis-23014	147	2	.	.	PUNCT
fcis-23014	147	3	optimization	optimization	NOUN
fcis-23014	147	4	design	design	NOUN
fcis-23014	147	5	of	of	ADP
fcis-23014	147	6	remote	remote	ADJ
fcis-23014	147	7	monitoring	monitoring	NOUN
fcis-23014	147	8	system	system	NOUN
fcis-23014	147	9	for	for	ADP
fcis-23014	147	10	new	new	ADJ
fcis-23014	147	11	energy	energy	NOUN
fcis-23014	147	12	vehicles	vehicle	NOUN
fcis-23014	147	13	[	[	X
fcis-23014	147	14	j	j	X
fcis-23014	147	15	]	]	X
fcis-23014	147	16	.	.	PUNCT
fcis-23014	148	1	modern	modern	ADJ
fcis-23014	148	2	electronic	electronic	ADJ
fcis-23014	148	3	technology	technology	NOUN
fcis-23014	148	4	,	,	PUNCT
fcis-23014	148	5	2019,42	2019,42	NUM
fcis-23014	148	6	(	(	PUNCT
fcis-23014	148	7	3	3	NUM
fcis-23014	148	8	):	):	PUNCT
fcis-23014	148	9	96100	96100	NUM
fcis-23014	148	10	.	.	PUNCT
fcis-23014	149	1	[	[	X
fcis-23014	149	2	23	23	NUM
fcis-23014	149	3	]	]	X
fcis-23014	149	4	aoyama	aoyama	PROPN
fcis-23014	149	5	k	k	PROPN
fcis-23014	149	6	i.	i.	PROPN
fcis-23014	149	7	universal	universal	PROPN
fcis-23014	149	8	traffic	traffic	NOUN
fcis-23014	149	9	management	management	NOUN
fcis-23014	149	10	system	system	NOUN
fcis-23014	149	11	(	(	PUNCT
fcis-23014	149	12	utms	utms	ADJ
fcis-23014	149	13	)	)	PUNCT
fcis-23014	149	14	in	in	ADP
fcis-23014	149	15	japan	japan	PROPN
fcis-23014	149	16	[	[	X
fcis-23014	149	17	c]//proceedings	c]//proceeding	NOUN
fcis-23014	149	18	of	of	ADP
fcis-23014	149	19	vnis'94	vnis'94	PROPN
fcis-23014	149	20	1994	1994	NUM
fcis-23014	149	21	vehicle	vehicle	NOUN
fcis-23014	149	22	navigation	navigation	NOUN
fcis-23014	149	23	and	and	CCONJ
fcis-23014	149	24	information	information	NOUN
fcis-23014	149	25	systems	system	NOUN
fcis-23014	149	26	conference	conference	PROPN
fcis-23014	149	27	,	,	PUNCT
fcis-23014	149	28	yokohama	yokohama	PROPN
fcis-23014	149	29	,	,	PUNCT
fcis-23014	149	30	japan	japan	PROPN
fcis-23014	149	31	:	:	PUNCT
fcis-23014	149	32	ieee	ieee	PROPN
fcis-23014	149	33	,	,	PUNCT
fcis-23014	149	34	1994	1994	NUM
fcis-23014	149	35	.	.	PUNCT
fcis-23014	150	1	[	[	X
fcis-23014	150	2	24	24	NUM
fcis-23014	150	3	]	]	PUNCT
fcis-23014	150	4	ostrowski	ostrowski	NOUN
fcis-23014	150	5	k	k	PROPN
fcis-23014	150	6	,	,	PUNCT
fcis-23014	150	7	birman	birman	NOUN
fcis-23014	150	8	k	k	PROPN
fcis-23014	150	9	,	,	PUNCT
fcis-23014	150	10	dolev	dolev	ADV
fcis-23014	150	11	d.	d.	PROPN
fcis-23014	150	12	extensible	extensible	ADJ
fcis-23014	150	13	architecture	architecture	NOUN
fcis-23014	150	14	for	for	ADP
fcis-23014	150	15	high	high	ADJ
fcis-23014	150	16	performance	performance	NOUN
fcis-23014	150	17	,	,	PUNCT
fcis-23014	150	18	scalable	scalable	ADJ
fcis-23014	150	19	,	,	PUNCT
fcis-23014	150	20	reliable	reliable	ADJ
fcis-23014	150	21	publish	publish	NOUN
fcis-23014	150	22	subscription	subscription	NOUN
fcis-23014	150	23	events	event	NOUN
fcis-23014	150	24	and	and	CCONJ
fcis-23014	150	25	notification	notification	NOUN
fcis-23014	150	26	[	[	X
fcis-23014	150	27	j	j	X
fcis-23014	150	28	]	]	X
fcis-23014	150	29	international	international	ADJ
fcis-23014	150	30	journal	journal	PROPN
fcis-23014	150	31	of	of	ADP
fcis-23014	150	32	web	web	NOUN
fcis-23014	150	33	services	service	NOUN
fcis-23014	150	34	research	research	NOUN
fcis-23014	150	35	,	,	PUNCT
fcis-23014	150	36	2007	2007	NUM
fcis-23014	150	37	,	,	PUNCT
fcis-23014	150	38	4	4	NUM
fcis-23014	150	39	(	(	PUNCT
fcis-23014	150	40	4	4	NUM
fcis-23014	150	41	):	):	PUNCT
fcis-23014	150	42	18	18	NUM
fcis-23014	150	43	-	-	SYM
fcis-23014	150	44	58	58	NUM
fcis-23014	150	45	.	.	PUNCT
fcis-23014	151	1	[	[	X
fcis-23014	151	2	25	25	NUM
fcis-23014	151	3	]	]	X
fcis-23014	151	4	yang	yang	PROPN
fcis-23014	151	5	j.	j.	PROPN
fcis-23014	151	6	web	web	PROPN
fcis-23014	151	7	service	service	NOUN
fcis-23014	151	8	componentization	componentization	NOUN
fcis-23014	151	9	[	[	X
fcis-23014	151	10	j	j	X
fcis-23014	151	11	]	]	X
fcis-23014	151	12	communications	communication	NOUN
fcis-23014	151	13	of	of	ADP
fcis-23014	151	14	the	the	DET
fcis-23014	151	15	acm	acm	NOUN
fcis-23014	151	16	,	,	PUNCT
fcis-23014	151	17	2003	2003	NUM
fcis-23014	151	18	,	,	PUNCT
fcis-23014	151	19	46	46	NUM
fcis-23014	151	20	(	(	PUNCT
fcis-23014	151	21	10	10	NUM
fcis-23014	151	22	):	):	PUNCT
fcis-23014	151	23	35	35	NUM
fcis-23014	151	24	-	-	SYM
fcis-23014	151	25	40	40	NUM
fcis-23014	151	26	.	.	PUNCT