id	sid	tid	token	lemma	pos
fcis-11239	1	1	frontiers	frontier	NOUN
fcis-11239	1	2	in	in	ADP
fcis-11239	1	3	computing	computing	NOUN
fcis-11239	1	4	and	and	CCONJ
fcis-11239	1	5	intelligent	intelligent	ADJ
fcis-11239	1	6	systems	system	NOUN
fcis-11239	1	7	issn	issn	VERB
fcis-11239	1	8	:	:	PUNCT
fcis-11239	1	9	2832	2832	NUM
fcis-11239	1	10	-	-	SYM
fcis-11239	1	11	6024	6024	NUM
fcis-11239	1	12	|	|	NOUN
fcis-11239	1	13	vol	vol	NOUN
fcis-11239	1	14	.	.	PROPN
fcis-11239	2	1	4	4	NUM
fcis-11239	2	2	,	,	PUNCT
fcis-11239	2	3	no	no	INTJ
fcis-11239	2	4	.	.	NOUN
fcis-11239	2	5	3	3	NUM
fcis-11239	2	6	,	,	PUNCT
fcis-11239	2	7	2023	2023	NUM
fcis-11239	2	8	121	121	NUM
fcis-11239	2	9	research	research	NOUN
fcis-11239	2	10	on	on	ADP
fcis-11239	2	11	urban	urban	ADJ
fcis-11239	2	12	monitoring	monitoring	NOUN
fcis-11239	2	13	network	network	NOUN
fcis-11239	2	14	management	management	NOUN
fcis-11239	2	15	platform	platform	NOUN
fcis-11239	2	16	based	base	VERB
fcis-11239	2	17	on	on	ADP
fcis-11239	2	18	ai	ai	PROPN
fcis-11239	2	19	data	data	NOUN
fcis-11239	2	20	stream	stream	NOUN
fcis-11239	2	21	processing	process	VERB
fcis-11239	2	22	qinyu	qinyu	ADJ
fcis-11239	2	23	song	song	NOUN
fcis-11239	2	24	china	china	PROPN
fcis-11239	2	25	agricultural	agricultural	PROPN
fcis-11239	2	26	university	university	PROPN
fcis-11239	2	27	,	,	PUNCT
fcis-11239	2	28	beijing	beijing	PROPN
fcis-11239	2	29	,	,	PUNCT
fcis-11239	2	30	china	china	PROPN
fcis-11239	2	31	abstract	abstract	PROPN
fcis-11239	2	32	:	:	PUNCT
fcis-11239	2	33	in	in	ADP
fcis-11239	2	34	recent	recent	ADJ
fcis-11239	2	35	years	year	NOUN
fcis-11239	2	36	,	,	PUNCT
fcis-11239	2	37	with	with	ADP
fcis-11239	2	38	the	the	DET
fcis-11239	2	39	upsurge	upsurge	NOUN
fcis-11239	2	40	of	of	ADP
fcis-11239	2	41	the	the	DET
fcis-11239	2	42	continuous	continuous	ADJ
fcis-11239	2	43	development	development	NOUN
fcis-11239	2	44	of	of	ADP
fcis-11239	2	45	high	high	ADJ
fcis-11239	2	46	-	-	PUNCT
fcis-11239	2	47	tech	tech	NOUN
fcis-11239	2	48	information	information	NOUN
fcis-11239	2	49	industry	industry	NOUN
fcis-11239	2	50	,	,	PUNCT
fcis-11239	2	51	the	the	DET
fcis-11239	2	52	security	security	NOUN
fcis-11239	2	53	industry	industry	NOUN
fcis-11239	2	54	has	have	AUX
fcis-11239	2	55	also	also	ADV
fcis-11239	2	56	made	make	VERB
fcis-11239	2	57	a	a	DET
fcis-11239	2	58	new	new	ADJ
fcis-11239	2	59	leap	leap	NOUN
fcis-11239	2	60	in	in	ADP
fcis-11239	2	61	technology	technology	NOUN
fcis-11239	2	62	,	,	PUNCT
fcis-11239	2	63	products	product	NOUN
fcis-11239	2	64	,	,	PUNCT
fcis-11239	2	65	industry	industry	NOUN
fcis-11239	2	66	and	and	CCONJ
fcis-11239	2	67	so	so	ADV
fcis-11239	2	68	on	on	ADV
fcis-11239	2	69	.	.	PUNCT
fcis-11239	3	1	the	the	DET
fcis-11239	3	2	traditional	traditional	ADJ
fcis-11239	3	3	single	single	ADJ
fcis-11239	3	4	small	small	ADJ
fcis-11239	3	5	-	-	PUNCT
fcis-11239	3	6	scale	scale	NOUN
fcis-11239	3	7	monitoring	monitoring	NOUN
fcis-11239	3	8	and	and	CCONJ
fcis-11239	3	9	management	management	NOUN
fcis-11239	3	10	software	software	NOUN
fcis-11239	3	11	obviously	obviously	ADV
fcis-11239	3	12	can	can	AUX
fcis-11239	3	13	not	not	PART
fcis-11239	3	14	meet	meet	VERB
fcis-11239	3	15	the	the	DET
fcis-11239	3	16	actual	actual	ADJ
fcis-11239	3	17	needs	need	NOUN
fcis-11239	3	18	of	of	ADP
fcis-11239	3	19	users	user	NOUN
fcis-11239	3	20	in	in	ADP
fcis-11239	3	21	terms	term	NOUN
fcis-11239	3	22	of	of	ADP
fcis-11239	3	23	system	system	NOUN
fcis-11239	3	24	scale	scale	NOUN
fcis-11239	3	25	and	and	CCONJ
fcis-11239	3	26	functional	functional	ADJ
fcis-11239	3	27	requirements	requirement	NOUN
fcis-11239	3	28	.	.	PUNCT
fcis-11239	4	1	this	this	DET
fcis-11239	4	2	paper	paper	NOUN
fcis-11239	4	3	puts	put	VERB
fcis-11239	4	4	forward	forward	ADV
fcis-11239	4	5	a	a	DET
fcis-11239	4	6	network	network	NOUN
fcis-11239	4	7	management	management	NOUN
fcis-11239	4	8	platform	platform	NOUN
fcis-11239	4	9	for	for	ADP
fcis-11239	4	10	urban	urban	ADJ
fcis-11239	4	11	monitoring	monitoring	NOUN
fcis-11239	4	12	based	base	VERB
fcis-11239	4	13	on	on	ADP
fcis-11239	4	14	ai	ai	PROPN
fcis-11239	4	15	data	data	NOUN
fcis-11239	4	16	stream	stream	NOUN
fcis-11239	4	17	processing	processing	NOUN
fcis-11239	4	18	.	.	PUNCT
fcis-11239	5	1	with	with	ADP
fcis-11239	5	2	the	the	DET
fcis-11239	5	3	help	help	NOUN
fcis-11239	5	4	of	of	ADP
fcis-11239	5	5	comprehensive	comprehensive	ADJ
fcis-11239	5	6	processing	processing	NOUN
fcis-11239	5	7	and	and	CCONJ
fcis-11239	5	8	analysis	analysis	NOUN
fcis-11239	5	9	of	of	ADP
fcis-11239	5	10	urban	urban	ADJ
fcis-11239	5	11	complex	complex	ADJ
fcis-11239	5	12	information	information	NOUN
fcis-11239	5	13	,	,	PUNCT
fcis-11239	5	14	through	through	ADP
fcis-11239	5	15	network	network	NOUN
fcis-11239	5	16	remote	remote	ADJ
fcis-11239	5	17	monitoring	monitoring	NOUN
fcis-11239	5	18	means	mean	NOUN
fcis-11239	5	19	,	,	PUNCT
fcis-11239	5	20	information	information	NOUN
fcis-11239	5	21	supervision	supervision	NOUN
fcis-11239	5	22	and	and	CCONJ
fcis-11239	5	23	public	public	ADJ
fcis-11239	5	24	opinion	opinion	NOUN
fcis-11239	5	25	trends	trend	NOUN
fcis-11239	5	26	are	be	AUX
fcis-11239	5	27	used	use	VERB
fcis-11239	5	28	to	to	PART
fcis-11239	5	29	control	control	VERB
fcis-11239	5	30	social	social	ADJ
fcis-11239	5	31	environmental	environmental	ADJ
fcis-11239	5	32	security	security	NOUN
fcis-11239	5	33	,	,	PUNCT
fcis-11239	5	34	timely	timely	ADV
fcis-11239	5	35	warning	warning	NOUN
fcis-11239	5	36	and	and	CCONJ
fcis-11239	5	37	response	response	NOUN
fcis-11239	5	38	to	to	ADP
fcis-11239	5	39	unexpected	unexpected	ADJ
fcis-11239	5	40	accidents	accident	NOUN
fcis-11239	5	41	,	,	PUNCT
fcis-11239	5	42	so	so	SCONJ
fcis-11239	5	43	as	as	SCONJ
fcis-11239	5	44	to	to	PART
fcis-11239	5	45	ensure	ensure	VERB
fcis-11239	5	46	that	that	SCONJ
fcis-11239	5	47	governance	governance	NOUN
fcis-11239	5	48	departments	department	NOUN
fcis-11239	5	49	can	can	AUX
fcis-11239	5	50	fully	fully	ADV
fcis-11239	5	51	control	control	VERB
fcis-11239	5	52	and	and	CCONJ
fcis-11239	5	53	prevent	prevent	VERB
fcis-11239	5	54	possible	possible	ADJ
fcis-11239	5	55	problems	problem	NOUN
fcis-11239	5	56	such	such	ADJ
fcis-11239	5	57	as	as	ADP
fcis-11239	5	58	road	road	NOUN
fcis-11239	5	59	traffic	traffic	NOUN
fcis-11239	5	60	,	,	PUNCT
fcis-11239	5	61	population	population	NOUN
fcis-11239	5	62	distribution	distribution	NOUN
fcis-11239	5	63	and	and	CCONJ
fcis-11239	5	64	disaster	disaster	NOUN
fcis-11239	5	65	emergency	emergency	NOUN
fcis-11239	5	66	.	.	PUNCT
fcis-11239	6	1	keywords	keyword	NOUN
fcis-11239	6	2	:	:	PUNCT
fcis-11239	6	3	ai	ai	VERB
fcis-11239	6	4	data	data	NOUN
fcis-11239	6	5	stream	stream	NOUN
fcis-11239	6	6	processing	processing	NOUN
fcis-11239	6	7	;	;	PUNCT
fcis-11239	6	8	urban	urban	ADJ
fcis-11239	6	9	monitoring	monitoring	NOUN
fcis-11239	6	10	network	network	NOUN
fcis-11239	6	11	management	management	NOUN
fcis-11239	6	12	.	.	PUNCT
fcis-11239	7	1	1	1	X
fcis-11239	7	2	.	.	X
fcis-11239	7	3	introduction	introduction	NOUN
fcis-11239	7	4	urban	urban	ADJ
fcis-11239	7	5	network	network	NOUN
fcis-11239	7	6	monitoring	monitoring	NOUN
fcis-11239	7	7	and	and	CCONJ
fcis-11239	7	8	management	management	NOUN
fcis-11239	7	9	system	system	NOUN
fcis-11239	7	10	is	be	AUX
fcis-11239	7	11	an	an	DET
fcis-11239	7	12	important	important	ADJ
fcis-11239	7	13	embodiment	embodiment	NOUN
fcis-11239	7	14	to	to	PART
fcis-11239	7	15	measure	measure	VERB
fcis-11239	7	16	the	the	DET
fcis-11239	7	17	modern	modern	ADJ
fcis-11239	7	18	management	management	NOUN
fcis-11239	7	19	level	level	NOUN
fcis-11239	7	20	of	of	ADP
fcis-11239	7	21	a	a	DET
fcis-11239	7	22	city	city	NOUN
fcis-11239	7	23	,	,	PUNCT
fcis-11239	7	24	and	and	CCONJ
fcis-11239	7	25	it	it	PRON
fcis-11239	7	26	is	be	AUX
fcis-11239	7	27	the	the	DET
fcis-11239	7	28	basis	basis	NOUN
fcis-11239	7	29	to	to	PART
fcis-11239	7	30	realize	realize	VERB
fcis-11239	7	31	the	the	DET
fcis-11239	7	32	security	security	NOUN
fcis-11239	7	33	and	and	CCONJ
fcis-11239	7	34	stability	stability	NOUN
fcis-11239	7	35	of	of	ADP
fcis-11239	7	36	a	a	DET
fcis-11239	7	37	safe	safe	ADJ
fcis-11239	7	38	city	city	NOUN
fcis-11239	7	39	and	and	CCONJ
fcis-11239	7	40	even	even	ADV
fcis-11239	7	41	the	the	DET
fcis-11239	7	42	whole	whole	ADJ
fcis-11239	7	43	country	country	NOUN
fcis-11239	8	1	[	[	X
fcis-11239	8	2	1	1	NUM
fcis-11239	8	3	]	]	PUNCT
fcis-11239	8	4	.	.	PUNCT
fcis-11239	9	1	the	the	DET
fcis-11239	9	2	existing	exist	VERB
fcis-11239	9	3	network	network	NOUN
fcis-11239	9	4	monitoring	monitoring	NOUN
fcis-11239	9	5	network	network	NOUN
fcis-11239	9	6	is	be	AUX
fcis-11239	9	7	usually	usually	ADV
fcis-11239	9	8	a	a	DET
fcis-11239	9	9	selfcontained	selfcontaine	VERB
fcis-11239	9	10	system	system	NOUN
fcis-11239	9	11	of	of	ADP
fcis-11239	9	12	various	various	ADJ
fcis-11239	9	13	industries	industry	NOUN
fcis-11239	9	14	,	,	PUNCT
fcis-11239	9	15	communities	community	NOUN
fcis-11239	9	16	and	and	CCONJ
fcis-11239	9	17	enterprises	enterprise	NOUN
fcis-11239	9	18	,	,	PUNCT
fcis-11239	9	19	but	but	CCONJ
fcis-11239	9	20	the	the	DET
fcis-11239	9	21	monitoring	monitoring	NOUN
fcis-11239	9	22	demand	demand	NOUN
fcis-11239	9	23	has	have	AUX
fcis-11239	9	24	developed	develop	VERB
fcis-11239	9	25	into	into	ADP
fcis-11239	9	26	wide	wide	ADJ
fcis-11239	9	27	-	-	PUNCT
fcis-11239	9	28	area	area	NOUN
fcis-11239	9	29	urban	urban	ADJ
fcis-11239	9	30	networking	networking	NOUN
fcis-11239	9	31	,	,	PUNCT
fcis-11239	9	32	and	and	CCONJ
fcis-11239	9	33	the	the	DET
fcis-11239	9	34	front	front	ADJ
fcis-11239	9	35	-	-	PUNCT
fcis-11239	9	36	end	end	NOUN
fcis-11239	9	37	video	video	NOUN
fcis-11239	9	38	equipment	equipment	NOUN
fcis-11239	9	39	has	have	AUX
fcis-11239	9	40	reached	reach	VERB
fcis-11239	9	41	hundreds	hundred	NOUN
fcis-11239	9	42	of	of	ADP
fcis-11239	9	43	thousands	thousand	NOUN
fcis-11239	9	44	of	of	ADP
fcis-11239	9	45	levels	level	NOUN
fcis-11239	9	46	[	[	X
fcis-11239	9	47	2	2	NUM
fcis-11239	9	48	]	]	PUNCT
fcis-11239	9	49	.	.	PUNCT
fcis-11239	10	1	large	large	ADJ
fcis-11239	10	2	-	-	PUNCT
fcis-11239	10	3	scale	scale	NOUN
fcis-11239	10	4	information	information	NOUN
fcis-11239	10	5	sharing	sharing	NOUN
fcis-11239	10	6	and	and	CCONJ
fcis-11239	10	7	urban	urban	ADJ
fcis-11239	10	8	management	management	NOUN
fcis-11239	10	9	demand	demand	NOUN
fcis-11239	10	10	promote	promote	VERB
fcis-11239	10	11	the	the	DET
fcis-11239	10	12	development	development	NOUN
fcis-11239	10	13	of	of	ADP
fcis-11239	10	14	monitoring	monitor	VERB
fcis-11239	10	15	system	system	NOUN
fcis-11239	10	16	to	to	ADP
fcis-11239	10	17	network	network	NOUN
fcis-11239	10	18	management	management	NOUN
fcis-11239	10	19	platform	platform	NOUN
fcis-11239	10	20	.	.	PUNCT
fcis-11239	11	1	the	the	DET
fcis-11239	11	2	rise	rise	NOUN
fcis-11239	11	3	of	of	ADP
fcis-11239	11	4	ai	ai	ADJ
fcis-11239	11	5	data	data	NOUN
fcis-11239	11	6	stream	stream	NOUN
fcis-11239	11	7	processing	processing	NOUN
fcis-11239	11	8	stems	stem	VERB
fcis-11239	11	9	from	from	ADP
fcis-11239	11	10	the	the	DET
fcis-11239	11	11	interaction	interaction	NOUN
fcis-11239	11	12	of	of	ADP
fcis-11239	11	13	many	many	ADJ
fcis-11239	11	14	factors	factor	NOUN
fcis-11239	11	15	.	.	PUNCT
fcis-11239	12	1	first	first	ADV
fcis-11239	12	2	of	of	ADP
fcis-11239	12	3	all	all	PRON
fcis-11239	12	4	,	,	PUNCT
fcis-11239	12	5	with	with	ADP
fcis-11239	12	6	the	the	DET
fcis-11239	12	7	rapid	rapid	ADJ
fcis-11239	12	8	development	development	NOUN
fcis-11239	12	9	of	of	ADP
fcis-11239	12	10	internet	internet	NOUN
fcis-11239	12	11	and	and	CCONJ
fcis-11239	12	12	internet	internet	NOUN
fcis-11239	12	13	of	of	ADP
fcis-11239	12	14	things	thing	NOUN
fcis-11239	12	15	technology	technology	NOUN
fcis-11239	12	16	,	,	PUNCT
fcis-11239	12	17	the	the	DET
fcis-11239	12	18	emergence	emergence	NOUN
fcis-11239	12	19	of	of	ADP
fcis-11239	12	20	big	big	ADJ
fcis-11239	12	21	data	datum	NOUN
fcis-11239	12	22	has	have	AUX
fcis-11239	12	23	become	become	VERB
fcis-11239	12	24	a	a	DET
fcis-11239	12	25	trend	trend	NOUN
fcis-11239	12	26	[	[	X
fcis-11239	12	27	3	3	NUM
fcis-11239	12	28	]	]	PUNCT
fcis-11239	12	29	.	.	PUNCT
fcis-11239	13	1	sensors	sensor	NOUN
fcis-11239	13	2	,	,	PUNCT
fcis-11239	13	3	social	social	ADJ
fcis-11239	13	4	media	medium	NOUN
fcis-11239	13	5	,	,	PUNCT
fcis-11239	13	6	logs	log	NOUN
fcis-11239	13	7	and	and	CCONJ
fcis-11239	13	8	other	other	ADJ
fcis-11239	13	9	data	datum	NOUN
fcis-11239	13	10	sources	source	NOUN
fcis-11239	13	11	are	be	AUX
fcis-11239	13	12	constantly	constantly	ADV
fcis-11239	13	13	emerging	emerge	VERB
fcis-11239	13	14	,	,	PUNCT
fcis-11239	13	15	showing	show	VERB
fcis-11239	13	16	the	the	DET
fcis-11239	13	17	characteristics	characteristic	NOUN
fcis-11239	13	18	of	of	ADP
fcis-11239	13	19	high	high	ADJ
fcis-11239	13	20	dimension	dimension	NOUN
fcis-11239	13	21	,	,	PUNCT
fcis-11239	13	22	high	high	ADJ
fcis-11239	13	23	speed	speed	NOUN
fcis-11239	13	24	and	and	CCONJ
fcis-11239	13	25	diversity	diversity	NOUN
fcis-11239	13	26	.	.	PUNCT
fcis-11239	14	1	this	this	DET
fcis-11239	14	2	massive	massive	ADJ
fcis-11239	14	3	real	real	ADJ
fcis-11239	14	4	-	-	PUNCT
fcis-11239	14	5	time	time	NOUN
fcis-11239	14	6	data	datum	NOUN
fcis-11239	14	7	is	be	AUX
fcis-11239	14	8	a	a	DET
fcis-11239	14	9	challenge	challenge	NOUN
fcis-11239	14	10	to	to	ADP
fcis-11239	14	11	the	the	DET
fcis-11239	14	12	traditional	traditional	ADJ
fcis-11239	14	13	batch	batch	NOUN
fcis-11239	14	14	processing	processing	NOUN
fcis-11239	14	15	method	method	NOUN
fcis-11239	14	16	,	,	PUNCT
fcis-11239	14	17	which	which	PRON
fcis-11239	14	18	requires	require	VERB
fcis-11239	14	19	a	a	DET
fcis-11239	14	20	more	more	ADV
fcis-11239	14	21	efficient	efficient	ADJ
fcis-11239	14	22	processing	processing	NOUN
fcis-11239	14	23	method	method	NOUN
fcis-11239	14	24	.	.	PUNCT
fcis-11239	15	1	at	at	ADP
fcis-11239	15	2	the	the	DET
fcis-11239	15	3	same	same	ADJ
fcis-11239	15	4	time	time	NOUN
fcis-11239	15	5	,	,	PUNCT
fcis-11239	15	6	major	major	ADJ
fcis-11239	15	7	breakthroughs	breakthrough	NOUN
fcis-11239	15	8	in	in	ADP
fcis-11239	15	9	the	the	DET
fcis-11239	15	10	fields	field	NOUN
fcis-11239	15	11	of	of	ADP
fcis-11239	15	12	machine	machine	NOUN
fcis-11239	15	13	learning	learning	NOUN
fcis-11239	15	14	and	and	CCONJ
fcis-11239	15	15	deep	deep	ADJ
fcis-11239	15	16	learning	learning	NOUN
fcis-11239	15	17	enable	enable	VERB
fcis-11239	15	18	ai	ai	VERB
fcis-11239	15	19	algorithm	algorithm	NOUN
fcis-11239	15	20	to	to	PART
fcis-11239	15	21	efficiently	efficiently	ADV
fcis-11239	15	22	analyze	analyze	VERB
fcis-11239	15	23	and	and	CCONJ
fcis-11239	15	24	model	model	VERB
fcis-11239	15	25	large	large	ADJ
fcis-11239	15	26	-	-	PUNCT
fcis-11239	15	27	scale	scale	NOUN
fcis-11239	15	28	data	datum	NOUN
fcis-11239	15	29	.	.	PUNCT
fcis-11239	16	1	this	this	PRON
fcis-11239	16	2	provides	provide	VERB
fcis-11239	16	3	a	a	DET
fcis-11239	16	4	new	new	ADJ
fcis-11239	16	5	solution	solution	NOUN
fcis-11239	16	6	for	for	ADP
fcis-11239	16	7	realtime	realtime	ADJ
fcis-11239	16	8	data	datum	NOUN
fcis-11239	16	9	stream	stream	NOUN
fcis-11239	16	10	processing	processing	NOUN
fcis-11239	16	11	.	.	PUNCT
fcis-11239	17	1	by	by	ADP
fcis-11239	17	2	applying	apply	VERB
fcis-11239	17	3	ai	ai	NOUN
fcis-11239	17	4	algorithm	algorithm	NOUN
fcis-11239	17	5	to	to	ADP
fcis-11239	17	6	real	real	ADJ
fcis-11239	17	7	-	-	PUNCT
fcis-11239	17	8	time	time	NOUN
fcis-11239	17	9	data	datum	NOUN
fcis-11239	17	10	stream	stream	NOUN
fcis-11239	17	11	processing	processing	NOUN
fcis-11239	17	12	,	,	PUNCT
fcis-11239	17	13	real	real	ADJ
fcis-11239	17	14	-	-	PUNCT
fcis-11239	17	15	time	time	NOUN
fcis-11239	17	16	analysis	analysis	NOUN
fcis-11239	17	17	,	,	PUNCT
fcis-11239	17	18	prediction	prediction	NOUN
fcis-11239	17	19	and	and	CCONJ
fcis-11239	17	20	decision	decision	NOUN
fcis-11239	17	21	of	of	ADP
fcis-11239	17	22	data	datum	NOUN
fcis-11239	17	23	can	can	AUX
fcis-11239	17	24	be	be	AUX
fcis-11239	17	25	realized	realize	VERB
fcis-11239	17	26	,	,	PUNCT
fcis-11239	17	27	thus	thus	ADV
fcis-11239	17	28	improving	improve	VERB
fcis-11239	17	29	the	the	DET
fcis-11239	17	30	response	response	NOUN
fcis-11239	17	31	speed	speed	NOUN
fcis-11239	17	32	and	and	CCONJ
fcis-11239	17	33	accuracy	accuracy	NOUN
fcis-11239	17	34	of	of	ADP
fcis-11239	17	35	the	the	DET
fcis-11239	17	36	system	system	NOUN
fcis-11239	17	37	[	[	X
fcis-11239	17	38	4	4	NUM
fcis-11239	17	39	]	]	PUNCT
fcis-11239	17	40	.	.	PUNCT
fcis-11239	18	1	in	in	ADP
fcis-11239	18	2	addition	addition	NOUN
fcis-11239	18	3	,	,	PUNCT
fcis-11239	18	4	with	with	ADP
fcis-11239	18	5	the	the	DET
fcis-11239	18	6	continuous	continuous	ADJ
fcis-11239	18	7	improvement	improvement	NOUN
fcis-11239	18	8	of	of	ADP
fcis-11239	18	9	computing	compute	VERB
fcis-11239	18	10	power	power	NOUN
fcis-11239	18	11	and	and	CCONJ
fcis-11239	18	12	the	the	DET
fcis-11239	18	13	progress	progress	NOUN
fcis-11239	18	14	of	of	ADP
fcis-11239	18	15	chip	chip	NOUN
fcis-11239	18	16	technology	technology	NOUN
fcis-11239	18	17	,	,	PUNCT
fcis-11239	18	18	modern	modern	ADJ
fcis-11239	18	19	embedded	embed	VERB
fcis-11239	18	20	systems	system	NOUN
fcis-11239	18	21	can	can	AUX
fcis-11239	18	22	run	run	VERB
fcis-11239	18	23	complex	complex	ADJ
fcis-11239	18	24	ai	ai	VERB
fcis-11239	18	25	algorithms	algorithm	NOUN
fcis-11239	18	26	on	on	ADP
fcis-11239	18	27	smaller	small	ADJ
fcis-11239	18	28	devices	device	NOUN
fcis-11239	18	29	.	.	PUNCT
fcis-11239	19	1	this	this	PRON
fcis-11239	19	2	enables	enable	VERB
fcis-11239	19	3	ai	ai	VERB
fcis-11239	19	4	to	to	PART
fcis-11239	19	5	be	be	AUX
fcis-11239	19	6	embedded	embed	VERB
fcis-11239	19	7	in	in	ADP
fcis-11239	19	8	edge	edge	NOUN
fcis-11239	19	9	devices	device	NOUN
fcis-11239	19	10	and	and	CCONJ
fcis-11239	19	11	sensors	sensor	NOUN
fcis-11239	19	12	to	to	PART
fcis-11239	19	13	realize	realize	VERB
fcis-11239	19	14	local	local	ADJ
fcis-11239	19	15	processing	processing	NOUN
fcis-11239	19	16	and	and	CCONJ
fcis-11239	19	17	analysis	analysis	NOUN
fcis-11239	19	18	of	of	ADP
fcis-11239	19	19	real	real	ADJ
fcis-11239	19	20	-	-	PUNCT
fcis-11239	19	21	time	time	NOUN
fcis-11239	19	22	data	datum	NOUN
fcis-11239	19	23	streams	stream	NOUN
fcis-11239	19	24	.	.	PUNCT
fcis-11239	20	1	this	this	DET
fcis-11239	20	2	distributed	distribute	VERB
fcis-11239	20	3	data	data	NOUN
fcis-11239	20	4	processing	processing	NOUN
fcis-11239	20	5	method	method	NOUN
fcis-11239	20	6	has	have	VERB
fcis-11239	20	7	lower	low	ADJ
fcis-11239	20	8	delay	delay	NOUN
fcis-11239	20	9	and	and	CCONJ
fcis-11239	20	10	better	well	ADJ
fcis-11239	20	11	privacy	privacy	NOUN
fcis-11239	20	12	protection	protection	NOUN
fcis-11239	20	13	,	,	PUNCT
fcis-11239	20	14	and	and	CCONJ
fcis-11239	20	15	is	be	AUX
fcis-11239	20	16	suitable	suitable	ADJ
fcis-11239	20	17	for	for	ADP
fcis-11239	20	18	scenes	scene	NOUN
fcis-11239	20	19	that	that	PRON
fcis-11239	20	20	need	need	VERB
fcis-11239	20	21	rapid	rapid	ADJ
fcis-11239	20	22	response	response	NOUN
fcis-11239	20	23	and	and	CCONJ
fcis-11239	20	24	data	datum	NOUN
fcis-11239	20	25	security	security	NOUN
fcis-11239	20	26	protection	protection	NOUN
fcis-11239	20	27	.	.	PUNCT
fcis-11239	21	1	to	to	PART
fcis-11239	21	2	sum	sum	VERB
fcis-11239	21	3	up	up	ADP
fcis-11239	21	4	,	,	PUNCT
fcis-11239	21	5	the	the	DET
fcis-11239	21	6	rise	rise	NOUN
fcis-11239	21	7	of	of	ADP
fcis-11239	21	8	ai	ai	ADJ
fcis-11239	21	9	data	data	NOUN
fcis-11239	21	10	stream	stream	NOUN
fcis-11239	21	11	processing	processing	NOUN
fcis-11239	21	12	is	be	AUX
fcis-11239	21	13	the	the	DET
fcis-11239	21	14	result	result	NOUN
fcis-11239	21	15	of	of	ADP
fcis-11239	21	16	the	the	DET
fcis-11239	21	17	interaction	interaction	NOUN
fcis-11239	21	18	between	between	ADP
fcis-11239	21	19	the	the	DET
fcis-11239	21	20	generation	generation	NOUN
fcis-11239	21	21	and	and	CCONJ
fcis-11239	21	22	demand	demand	NOUN
fcis-11239	21	23	of	of	ADP
fcis-11239	21	24	big	big	ADJ
fcis-11239	21	25	data	datum	NOUN
fcis-11239	21	26	,	,	PUNCT
fcis-11239	21	27	the	the	DET
fcis-11239	21	28	progress	progress	NOUN
fcis-11239	21	29	of	of	ADP
fcis-11239	21	30	ai	ai	ADJ
fcis-11239	21	31	algorithm	algorithm	NOUN
fcis-11239	21	32	and	and	CCONJ
fcis-11239	21	33	the	the	DET
fcis-11239	21	34	development	development	NOUN
fcis-11239	21	35	of	of	ADP
fcis-11239	21	36	embedded	embed	VERB
fcis-11239	21	37	system	system	NOUN
fcis-11239	21	38	technology	technology	NOUN
fcis-11239	21	39	[	[	X
fcis-11239	21	40	5	5	NUM
fcis-11239	21	41	]	]	PUNCT
fcis-11239	21	42	.	.	PUNCT
fcis-11239	22	1	this	this	DET
fcis-11239	22	2	processing	processing	NOUN
fcis-11239	22	3	method	method	NOUN
fcis-11239	22	4	can	can	AUX
fcis-11239	22	5	help	help	VERB
fcis-11239	22	6	people	people	NOUN
fcis-11239	22	7	better	well	ADV
fcis-11239	22	8	understand	understand	VERB
fcis-11239	22	9	and	and	CCONJ
fcis-11239	22	10	use	use	VERB
fcis-11239	22	11	real	real	ADJ
fcis-11239	22	12	-	-	PUNCT
fcis-11239	22	13	time	time	NOUN
fcis-11239	22	14	data	datum	NOUN
fcis-11239	22	15	,	,	PUNCT
fcis-11239	22	16	and	and	CCONJ
fcis-11239	22	17	provide	provide	VERB
fcis-11239	22	18	more	more	ADV
fcis-11239	22	19	intelligent	intelligent	ADJ
fcis-11239	22	20	and	and	CCONJ
fcis-11239	22	21	efficient	efficient	ADJ
fcis-11239	22	22	solutions	solution	NOUN
fcis-11239	22	23	in	in	ADP
fcis-11239	22	24	various	various	ADJ
fcis-11239	22	25	fields	field	NOUN
fcis-11239	22	26	.	.	PUNCT
fcis-11239	23	1	it	it	PRON
fcis-11239	23	2	not	not	PART
fcis-11239	23	3	only	only	ADV
fcis-11239	23	4	provides	provide	VERB
fcis-11239	23	5	support	support	NOUN
fcis-11239	23	6	for	for	ADP
fcis-11239	23	7	real	real	ADJ
fcis-11239	23	8	-	-	PUNCT
fcis-11239	23	9	time	time	NOUN
fcis-11239	23	10	decisionmaking	decisionmaking	NOUN
fcis-11239	23	11	,	,	PUNCT
fcis-11239	23	12	but	but	CCONJ
fcis-11239	23	13	also	also	ADV
fcis-11239	23	14	brings	bring	VERB
fcis-11239	23	15	new	new	ADJ
fcis-11239	23	16	opportunities	opportunity	NOUN
fcis-11239	23	17	and	and	CCONJ
fcis-11239	23	18	challenges	challenge	NOUN
fcis-11239	23	19	to	to	ADP
fcis-11239	23	20	the	the	DET
fcis-11239	23	21	development	development	NOUN
fcis-11239	23	22	of	of	ADP
fcis-11239	23	23	intelligent	intelligent	ADJ
fcis-11239	23	24	transportation	transportation	NOUN
fcis-11239	23	25	,	,	PUNCT
fcis-11239	23	26	smart	smart	ADJ
fcis-11239	23	27	cities	city	NOUN
fcis-11239	23	28	,	,	PUNCT
fcis-11239	23	29	industrial	industrial	ADJ
fcis-11239	23	30	automation	automation	NOUN
fcis-11239	23	31	and	and	CCONJ
fcis-11239	23	32	other	other	ADJ
fcis-11239	23	33	fields	field	NOUN
fcis-11239	23	34	.	.	PUNCT
fcis-11239	24	1	the	the	DET
fcis-11239	24	2	management	management	NOUN
fcis-11239	24	3	platform	platform	NOUN
fcis-11239	24	4	of	of	ADP
fcis-11239	24	5	urban	urban	ADJ
fcis-11239	24	6	monitoring	monitoring	NOUN
fcis-11239	24	7	network	network	NOUN
fcis-11239	24	8	based	base	VERB
fcis-11239	24	9	on	on	ADP
fcis-11239	24	10	ai	ai	PROPN
fcis-11239	24	11	data	data	NOUN
fcis-11239	24	12	stream	stream	NOUN
fcis-11239	24	13	processing	processing	NOUN
fcis-11239	24	14	is	be	AUX
fcis-11239	24	15	research	research	NOUN
fcis-11239	24	16	to	to	PART
fcis-11239	24	17	improve	improve	VERB
fcis-11239	24	18	the	the	DET
fcis-11239	24	19	management	management	NOUN
fcis-11239	24	20	efficiency	efficiency	NOUN
fcis-11239	24	21	and	and	CCONJ
fcis-11239	24	22	intelligent	intelligent	ADJ
fcis-11239	24	23	level	level	NOUN
fcis-11239	24	24	of	of	ADP
fcis-11239	24	25	urban	urban	ADJ
fcis-11239	24	26	monitoring	monitoring	NOUN
fcis-11239	24	27	network	network	NOUN
fcis-11239	24	28	by	by	ADP
fcis-11239	24	29	using	use	VERB
fcis-11239	24	30	artificial	artificial	ADJ
fcis-11239	24	31	intelligence	intelligence	NOUN
fcis-11239	24	32	and	and	CCONJ
fcis-11239	24	33	data	data	NOUN
fcis-11239	24	34	stream	stream	NOUN
fcis-11239	24	35	processing	processing	NOUN
fcis-11239	24	36	technology	technology	NOUN
fcis-11239	24	37	[	[	X
fcis-11239	24	38	6	6	NUM
fcis-11239	24	39	]	]	PUNCT
fcis-11239	24	40	.	.	PUNCT
fcis-11239	25	1	the	the	DET
fcis-11239	25	2	platform	platform	NOUN
fcis-11239	25	3	can	can	AUX
fcis-11239	25	4	obtain	obtain	VERB
fcis-11239	25	5	useful	useful	ADJ
fcis-11239	25	6	information	information	NOUN
fcis-11239	25	7	and	and	CCONJ
fcis-11239	25	8	make	make	VERB
fcis-11239	25	9	corresponding	corresponding	ADJ
fcis-11239	25	10	decisions	decision	NOUN
fcis-11239	25	11	by	by	ADP
fcis-11239	25	12	analyzing	analyze	VERB
fcis-11239	25	13	and	and	CCONJ
fcis-11239	25	14	processing	process	VERB
fcis-11239	25	15	the	the	DET
fcis-11239	25	16	data	datum	NOUN
fcis-11239	25	17	collected	collect	VERB
fcis-11239	25	18	by	by	ADP
fcis-11239	25	19	various	various	ADJ
fcis-11239	25	20	monitoring	monitoring	NOUN
fcis-11239	25	21	devices	device	NOUN
fcis-11239	25	22	(	(	PUNCT
fcis-11239	25	23	such	such	ADJ
fcis-11239	25	24	as	as	ADP
fcis-11239	25	25	cameras	camera	NOUN
fcis-11239	25	26	and	and	CCONJ
fcis-11239	25	27	sensors	sensor	NOUN
fcis-11239	25	28	)	)	PUNCT
fcis-11239	25	29	in	in	ADP
fcis-11239	25	30	the	the	DET
fcis-11239	25	31	city	city	NOUN
fcis-11239	25	32	in	in	ADP
fcis-11239	25	33	real	real	ADJ
fcis-11239	25	34	time	time	NOUN
fcis-11239	25	35	.	.	PUNCT
fcis-11239	26	1	it	it	PRON
fcis-11239	26	2	can	can	AUX
fcis-11239	26	3	improve	improve	VERB
fcis-11239	26	4	the	the	DET
fcis-11239	26	5	management	management	NOUN
fcis-11239	26	6	level	level	NOUN
fcis-11239	26	7	of	of	ADP
fcis-11239	26	8	urban	urban	ADJ
fcis-11239	26	9	monitoring	monitoring	NOUN
fcis-11239	26	10	network	network	NOUN
fcis-11239	26	11	through	through	ADP
fcis-11239	26	12	intelligent	intelligent	ADJ
fcis-11239	26	13	and	and	CCONJ
fcis-11239	26	14	efficient	efficient	ADJ
fcis-11239	26	15	data	datum	NOUN
fcis-11239	26	16	processing	processing	NOUN
fcis-11239	26	17	and	and	CCONJ
fcis-11239	26	18	analysis	analysis	NOUN
fcis-11239	26	19	,	,	PUNCT
fcis-11239	26	20	and	and	CCONJ
fcis-11239	26	21	provide	provide	VERB
fcis-11239	26	22	strong	strong	ADJ
fcis-11239	26	23	support	support	NOUN
fcis-11239	26	24	for	for	ADP
fcis-11239	26	25	urban	urban	ADJ
fcis-11239	26	26	safety	safety	NOUN
fcis-11239	26	27	and	and	CCONJ
fcis-11239	26	28	governance	governance	NOUN
fcis-11239	26	29	.	.	PUNCT
fcis-11239	27	1	2	2	X
fcis-11239	27	2	.	.	X
fcis-11239	27	3	the	the	DET
fcis-11239	27	4	current	current	ADJ
fcis-11239	27	5	situation	situation	NOUN
fcis-11239	27	6	of	of	ADP
fcis-11239	27	7	2.ai	2.ai	NUM
fcis-11239	27	8	data	datum	NOUN
fcis-11239	27	9	stream	stream	NOUN
fcis-11239	27	10	processing	processing	NOUN
fcis-11239	27	11	technology	technology	NOUN
fcis-11239	27	12	and	and	CCONJ
fcis-11239	27	13	urban	urban	ADJ
fcis-11239	27	14	monitoring	monitoring	NOUN
fcis-11239	27	15	network	network	NOUN
fcis-11239	27	16	management	management	NOUN
fcis-11239	27	17	platform	platform	NOUN
fcis-11239	27	18	2.1	2.1	NUM
fcis-11239	27	19	.	.	PUNCT
fcis-11239	28	1	ai	ai	VERB
fcis-11239	28	2	data	data	NOUN
fcis-11239	28	3	stream	stream	NOUN
fcis-11239	28	4	processing	processing	NOUN
fcis-11239	28	5	technology	technology	NOUN
fcis-11239	28	6	in	in	ADP
fcis-11239	28	7	recent	recent	ADJ
fcis-11239	28	8	years	year	NOUN
fcis-11239	28	9	,	,	PUNCT
fcis-11239	28	10	a	a	DET
fcis-11239	28	11	new	new	ADJ
fcis-11239	28	12	data	datum	NOUN
fcis-11239	28	13	mode	mode	NOUN
fcis-11239	28	14	-	-	PUNCT
fcis-11239	28	15	data	datum	NOUN
fcis-11239	28	16	stream	stream	NOUN
fcis-11239	28	17	has	have	AUX
fcis-11239	28	18	appeared	appear	VERB
fcis-11239	28	19	in	in	ADP
fcis-11239	28	20	many	many	ADJ
fcis-11239	28	21	application	application	NOUN
fcis-11239	28	22	fields	field	NOUN
fcis-11239	28	23	.	.	PUNCT
fcis-11239	29	1	different	different	ADJ
fcis-11239	29	2	from	from	ADP
fcis-11239	29	3	the	the	DET
fcis-11239	29	4	tables	table	NOUN
fcis-11239	29	5	stored	store	VERB
fcis-11239	29	6	statically	statically	ADV
fcis-11239	29	7	in	in	ADP
fcis-11239	29	8	the	the	DET
fcis-11239	29	9	traditional	traditional	ADJ
fcis-11239	29	10	database	database	NOUN
fcis-11239	29	11	model	model	NOUN
fcis-11239	29	12	,	,	PUNCT
fcis-11239	29	13	the	the	DET
fcis-11239	29	14	data	datum	NOUN
fcis-11239	29	15	in	in	ADP
fcis-11239	29	16	this	this	DET
fcis-11239	29	17	model	model	NOUN
fcis-11239	29	18	is	be	AUX
fcis-11239	29	19	no	no	ADV
fcis-11239	29	20	longer	long	ADV
fcis-11239	29	21	a	a	DET
fcis-11239	29	22	permanent	permanent	ADJ
fcis-11239	29	23	relational	relational	ADJ
fcis-11239	29	24	form	form	NOUN
fcis-11239	29	25	,	,	PUNCT
fcis-11239	29	26	but	but	CCONJ
fcis-11239	29	27	a	a	DET
fcis-11239	29	28	large	large	ADJ
fcis-11239	29	29	number	number	NOUN
fcis-11239	29	30	of	of	ADP
fcis-11239	29	31	continuous	continuous	ADJ
fcis-11239	29	32	,	,	PUNCT
fcis-11239	29	33	fast	fast	ADJ
fcis-11239	29	34	and	and	CCONJ
fcis-11239	29	35	time	time	NOUN
fcis-11239	29	36	-	-	PUNCT
fcis-11239	29	37	varying	vary	VERB
fcis-11239	29	38	data	datum	NOUN
fcis-11239	29	39	streams	stream	NOUN
fcis-11239	29	40	,	,	PUNCT
fcis-11239	29	41	such	such	ADJ
fcis-11239	29	42	as	as	ADP
fcis-11239	29	43	financial	financial	ADJ
fcis-11239	29	44	data	datum	NOUN
fcis-11239	29	45	,	,	PUNCT
fcis-11239	29	46	sensor	sensor	NOUN
fcis-11239	29	47	data	datum	NOUN
fcis-11239	29	48	,	,	PUNCT
fcis-11239	29	49	network	network	NOUN
fcis-11239	29	50	traffic	traffic	NOUN
fcis-11239	29	51	data	datum	NOUN
fcis-11239	29	52	and	and	CCONJ
fcis-11239	29	53	so	so	ADV
fcis-11239	29	54	on	on	ADP
fcis-11239	29	55	[	[	X
fcis-11239	29	56	7	7	NUM
fcis-11239	29	57	]	]	PUNCT
fcis-11239	29	58	.	.	PUNCT
fcis-11239	30	1	compared	compare	VERB
fcis-11239	30	2	with	with	ADP
fcis-11239	30	3	the	the	DET
fcis-11239	30	4	database	database	NOUN
fcis-11239	30	5	model	model	NOUN
fcis-11239	30	6	,	,	PUNCT
fcis-11239	30	7	the	the	DET
fcis-11239	30	8	data	data	NOUN
fcis-11239	30	9	flow	flow	NOUN
fcis-11239	30	10	model	model	NOUN
fcis-11239	30	11	has	have	VERB
fcis-11239	30	12	the	the	DET
fcis-11239	30	13	following	follow	VERB
fcis-11239	30	14	characteristics	characteristic	NOUN
fcis-11239	30	15	:	:	PUNCT
fcis-11239	30	16	the	the	DET
fcis-11239	30	17	data	data	NOUN
fcis-11239	30	18	elements	element	NOUN
fcis-11239	30	19	in	in	ADP
fcis-11239	30	20	the	the	DET
fcis-11239	30	21	stream	stream	NOUN
fcis-11239	30	22	arrive	arrive	NOUN
fcis-11239	30	23	online	online	ADV
fcis-11239	30	24	;	;	PUNCT
fcis-11239	30	25	the	the	DET
fcis-11239	30	26	system	system	NOUN
fcis-11239	30	27	can	can	AUX
fcis-11239	30	28	not	not	PART
fcis-11239	30	29	control	control	VERB
fcis-11239	30	30	the	the	DET
fcis-11239	30	31	order	order	NOUN
fcis-11239	30	32	of	of	ADP
fcis-11239	30	33	newly	newly	ADV
fcis-11239	30	34	arrived	arrive	VERB
fcis-11239	30	35	data	datum	NOUN
fcis-11239	30	36	to	to	PART
fcis-11239	30	37	be	be	AUX
fcis-11239	30	38	processed	process	VERB
fcis-11239	30	39	;	;	PUNCT
fcis-11239	30	40	once	once	ADV
fcis-11239	30	41	an	an	DET
fcis-11239	30	42	element	element	NOUN
fcis-11239	30	43	in	in	ADP
fcis-11239	30	44	the	the	DET
fcis-11239	30	45	data	data	NOUN
fcis-11239	30	46	stream	stream	NOUN
fcis-11239	30	47	is	be	AUX
fcis-11239	30	48	processed	process	VERB
fcis-11239	30	49	,	,	PUNCT
fcis-11239	30	50	it	it	PRON
fcis-11239	30	51	is	be	AUX
fcis-11239	30	52	either	either	ADV
fcis-11239	30	53	discarded	discard	VERB
fcis-11239	30	54	or	or	CCONJ
fcis-11239	30	55	archived	archive	VERB
fcis-11239	30	56	[	[	X
fcis-11239	30	57	8	8	NUM
fcis-11239	30	58	]	]	PUNCT
fcis-11239	30	59	.	.	PUNCT
fcis-11239	31	1	in	in	ADP
fcis-11239	31	2	view	view	NOUN
fcis-11239	31	3	of	of	ADP
fcis-11239	31	4	these	these	DET
fcis-11239	31	5	characteristics	characteristic	NOUN
fcis-11239	31	6	,	,	PUNCT
fcis-11239	31	7	a	a	DET
fcis-11239	31	8	strategy	strategy	NOUN
fcis-11239	31	9	model	model	NOUN
fcis-11239	31	10	for	for	ADP
fcis-11239	31	11	dealing	deal	VERB
fcis-11239	31	12	with	with	ADP
fcis-11239	31	13	continuous	continuous	ADJ
fcis-11239	31	14	data	datum	NOUN
fcis-11239	31	15	streams	stream	NOUN
fcis-11239	31	16	is	be	AUX
fcis-11239	31	17	proposed	propose	VERB
fcis-11239	31	18	,	,	PUNCT
fcis-11239	31	19	namely	namely	ADV
fcis-11239	31	20	continuous	continuous	ADJ
fcis-11239	31	21	query	query	NOUN
fcis-11239	31	22	.	.	PUNCT
fcis-11239	32	1	in	in	ADP
fcis-11239	32	2	this	this	DET
fcis-11239	32	3	model	model	NOUN
fcis-11239	32	4	,	,	PUNCT
fcis-11239	32	5	data	datum	NOUN
fcis-11239	32	6	arrive	arrive	VERB
fcis-11239	32	7	in	in	ADP
fcis-11239	32	8	the	the	DET
fcis-11239	32	9	form	form	NOUN
fcis-11239	32	10	of	of	ADP
fcis-11239	32	11	continuous	continuous	ADJ
fcis-11239	32	12	addition	addition	NOUN
fcis-11239	32	13	,	,	PUNCT
fcis-11239	32	14	which	which	PRON
fcis-11239	32	15	drives	drive	VERB
fcis-11239	32	16	the	the	DET
fcis-11239	32	17	continuous	continuous	ADJ
fcis-11239	32	18	execution	execution	NOUN
fcis-11239	32	19	of	of	ADP
fcis-11239	32	20	registration	registration	NOUN
fcis-11239	32	21	query	query	NOUN
fcis-11239	32	22	.	.	PUNCT
fcis-11239	33	1	in	in	ADP
fcis-11239	33	2	addition	addition	NOUN
fcis-11239	33	3	,	,	PUNCT
fcis-11239	33	4	due	due	ADP
fcis-11239	33	5	to	to	ADP
fcis-11239	33	6	the	the	DET
fcis-11239	33	7	continuous	continuous	ADJ
fcis-11239	33	8	addition	addition	NOUN
fcis-11239	33	9	122	122	NUM
fcis-11239	33	10	of	of	ADP
fcis-11239	33	11	streams	stream	NOUN
fcis-11239	33	12	,	,	PUNCT
fcis-11239	33	13	all	all	DET
fcis-11239	33	14	data	datum	NOUN
fcis-11239	33	15	can	can	AUX
fcis-11239	33	16	not	not	PART
fcis-11239	33	17	be	be	AUX
fcis-11239	33	18	read	read	VERB
fcis-11239	33	19	into	into	ADP
fcis-11239	33	20	memory	memory	NOUN
fcis-11239	33	21	at	at	ADP
fcis-11239	33	22	one	one	NUM
fcis-11239	33	23	time	time	NOUN
fcis-11239	33	24	,	,	PUNCT
fcis-11239	33	25	and	and	CCONJ
fcis-11239	33	26	the	the	DET
fcis-11239	33	27	execution	execution	NOUN
fcis-11239	33	28	of	of	ADP
fcis-11239	33	29	blocking	block	VERB
fcis-11239	33	30	operators	operator	NOUN
fcis-11239	33	31	(	(	PUNCT
fcis-11239	33	32	such	such	ADJ
fcis-11239	33	33	as	as	ADP
fcis-11239	33	34	various	various	ADJ
fcis-11239	33	35	aggregate	aggregate	ADJ
fcis-11239	33	36	functions	function	NOUN
fcis-11239	33	37	)	)	PUNCT
fcis-11239	33	38	must	must	AUX
fcis-11239	33	39	be	be	AUX
fcis-11239	33	40	unblocked	unblock	VERB
fcis-11239	33	41	in	in	ADP
fcis-11239	33	42	some	some	DET
fcis-11239	33	43	way	way	NOUN
fcis-11239	34	1	[	[	X
fcis-11239	34	2	9	9	NUM
fcis-11239	34	3	]	]	PUNCT
fcis-11239	34	4	.	.	PUNCT
fcis-11239	35	1	ai	ai	AUX
fcis-11239	35	2	data	data	NOUN
fcis-11239	35	3	stream	stream	NOUN
fcis-11239	35	4	processing	processing	NOUN
fcis-11239	35	5	technology	technology	NOUN
fcis-11239	35	6	refers	refer	VERB
fcis-11239	35	7	to	to	ADP
fcis-11239	35	8	a	a	DET
fcis-11239	35	9	technology	technology	NOUN
fcis-11239	35	10	that	that	PRON
fcis-11239	35	11	applies	apply	VERB
fcis-11239	35	12	artificial	artificial	ADJ
fcis-11239	35	13	intelligence	intelligence	NOUN
fcis-11239	35	14	(	(	PUNCT
fcis-11239	35	15	ai	ai	NOUN
fcis-11239	35	16	)	)	PUNCT
fcis-11239	35	17	algorithm	algorithm	NOUN
fcis-11239	35	18	to	to	ADP
fcis-11239	35	19	the	the	DET
fcis-11239	35	20	processing	processing	NOUN
fcis-11239	35	21	and	and	CCONJ
fcis-11239	35	22	analysis	analysis	NOUN
fcis-11239	35	23	of	of	ADP
fcis-11239	35	24	real	real	ADJ
fcis-11239	35	25	-	-	PUNCT
fcis-11239	35	26	time	time	NOUN
fcis-11239	35	27	data	datum	NOUN
fcis-11239	35	28	streams	stream	NOUN
fcis-11239	35	29	[	[	X
fcis-11239	35	30	10	10	NUM
fcis-11239	35	31	]	]	PUNCT
fcis-11239	35	32	.	.	PUNCT
fcis-11239	36	1	it	it	PRON
fcis-11239	36	2	combines	combine	VERB
fcis-11239	36	3	technologies	technology	NOUN
fcis-11239	36	4	in	in	ADP
fcis-11239	36	5	the	the	DET
fcis-11239	36	6	fields	field	NOUN
fcis-11239	36	7	of	of	ADP
fcis-11239	36	8	big	big	ADJ
fcis-11239	36	9	data	datum	NOUN
fcis-11239	36	10	processing	processing	NOUN
fcis-11239	36	11	,	,	PUNCT
fcis-11239	36	12	machine	machine	NOUN
fcis-11239	36	13	learning	learning	NOUN
fcis-11239	36	14	and	and	CCONJ
fcis-11239	36	15	real	real	ADJ
fcis-11239	36	16	-	-	PUNCT
fcis-11239	36	17	time	time	NOUN
fcis-11239	36	18	decision	decision	NOUN
fcis-11239	36	19	-	-	PUNCT
fcis-11239	36	20	making	making	NOUN
fcis-11239	36	21	,	,	PUNCT
fcis-11239	36	22	aiming	aim	VERB
fcis-11239	36	23	at	at	ADP
fcis-11239	36	24	realizing	realize	VERB
fcis-11239	36	25	real	real	ADJ
fcis-11239	36	26	-	-	PUNCT
fcis-11239	36	27	time	time	NOUN
fcis-11239	36	28	analysis	analysis	NOUN
fcis-11239	36	29	,	,	PUNCT
fcis-11239	36	30	prediction	prediction	NOUN
fcis-11239	36	31	and	and	CCONJ
fcis-11239	36	32	decision	decision	NOUN
fcis-11239	36	33	-	-	PUNCT
fcis-11239	36	34	making	making	NOUN
fcis-11239	36	35	of	of	ADP
fcis-11239	36	36	high	high	ADJ
fcis-11239	36	37	-	-	PUNCT
fcis-11239	36	38	speed	speed	NOUN
fcis-11239	36	39	,	,	PUNCT
fcis-11239	36	40	high	high	ADJ
fcis-11239	36	41	-	-	PUNCT
fcis-11239	36	42	dimensional	dimensional	ADJ
fcis-11239	36	43	and	and	CCONJ
fcis-11239	36	44	diverse	diverse	ADJ
fcis-11239	36	45	data	datum	NOUN
fcis-11239	36	46	streams	stream	NOUN
fcis-11239	36	47	.	.	PUNCT
fcis-11239	37	1	through	through	ADP
fcis-11239	37	2	intelligent	intelligent	ADJ
fcis-11239	37	3	algorithms	algorithm	NOUN
fcis-11239	37	4	and	and	CCONJ
fcis-11239	37	5	models	model	NOUN
fcis-11239	37	6	,	,	PUNCT
fcis-11239	37	7	ai	ai	VERB
fcis-11239	37	8	data	data	NOUN
fcis-11239	37	9	stream	stream	NOUN
fcis-11239	37	10	processing	processing	NOUN
fcis-11239	37	11	technology	technology	NOUN
fcis-11239	37	12	can	can	AUX
fcis-11239	37	13	help	help	VERB
fcis-11239	37	14	enterprises	enterprise	NOUN
fcis-11239	37	15	and	and	CCONJ
fcis-11239	37	16	organizations	organization	NOUN
fcis-11239	37	17	to	to	PART
fcis-11239	37	18	better	well	ADV
fcis-11239	37	19	understand	understand	VERB
fcis-11239	37	20	and	and	CCONJ
fcis-11239	37	21	utilize	utilize	VERB
fcis-11239	37	22	real	real	ADJ
fcis-11239	37	23	-	-	PUNCT
fcis-11239	37	24	time	time	NOUN
fcis-11239	37	25	data	datum	NOUN
fcis-11239	37	26	and	and	CCONJ
fcis-11239	37	27	make	make	VERB
fcis-11239	37	28	immediate	immediate	ADJ
fcis-11239	37	29	responses	response	NOUN
fcis-11239	37	30	and	and	CCONJ
fcis-11239	37	31	decisions	decision	NOUN
fcis-11239	37	32	in	in	ADP
fcis-11239	37	33	a	a	DET
fcis-11239	37	34	rapidly	rapidly	ADV
fcis-11239	37	35	changing	change	VERB
fcis-11239	37	36	environment	environment	NOUN
fcis-11239	38	1	[	[	X
fcis-11239	38	2	11	11	NUM
fcis-11239	38	3	]	]	PUNCT
fcis-11239	38	4	.	.	PUNCT
fcis-11239	39	1	ai	ai	AUX
fcis-11239	39	2	data	data	NOUN
fcis-11239	39	3	stream	stream	NOUN
fcis-11239	39	4	processing	processing	NOUN
fcis-11239	39	5	technology	technology	NOUN
fcis-11239	39	6	has	have	AUX
fcis-11239	39	7	been	be	AUX
fcis-11239	39	8	widely	widely	ADV
fcis-11239	39	9	used	use	VERB
fcis-11239	39	10	in	in	ADP
fcis-11239	39	11	many	many	ADJ
fcis-11239	39	12	fields	field	NOUN
fcis-11239	39	13	,	,	PUNCT
fcis-11239	39	14	such	such	ADJ
fcis-11239	39	15	as	as	ADP
fcis-11239	39	16	financial	financial	ADJ
fcis-11239	39	17	fraud	fraud	NOUN
fcis-11239	39	18	detection	detection	NOUN
fcis-11239	39	19	,	,	PUNCT
fcis-11239	39	20	intelligent	intelligent	ADJ
fcis-11239	39	21	traffic	traffic	NOUN
fcis-11239	39	22	management	management	NOUN
fcis-11239	39	23	,	,	PUNCT
fcis-11239	39	24	data	data	VERB
fcis-11239	39	25	analysis	analysis	NOUN
fcis-11239	39	26	of	of	ADP
fcis-11239	39	27	internet	internet	NOUN
fcis-11239	39	28	of	of	ADP
fcis-11239	39	29	things	thing	NOUN
fcis-11239	39	30	,	,	PUNCT
fcis-11239	39	31	online	online	ADJ
fcis-11239	39	32	advertising	advertising	NOUN
fcis-11239	39	33	optimization	optimization	NOUN
fcis-11239	39	34	,	,	PUNCT
fcis-11239	39	35	etc	etc	X
fcis-11239	39	36	.	.	X
fcis-11239	40	1	it	it	PRON
fcis-11239	40	2	can	can	AUX
fcis-11239	40	3	help	help	VERB
fcis-11239	40	4	people	people	NOUN
fcis-11239	40	5	make	make	VERB
fcis-11239	40	6	better	well	ADJ
fcis-11239	40	7	use	use	NOUN
fcis-11239	40	8	of	of	ADP
fcis-11239	40	9	a	a	DET
fcis-11239	40	10	large	large	ADJ
fcis-11239	40	11	number	number	NOUN
fcis-11239	40	12	of	of	ADP
fcis-11239	40	13	real	real	ADJ
fcis-11239	40	14	-	-	PUNCT
fcis-11239	40	15	time	time	NOUN
fcis-11239	40	16	data	datum	NOUN
fcis-11239	40	17	generated	generate	VERB
fcis-11239	40	18	rapidly	rapidly	ADV
fcis-11239	40	19	,	,	PUNCT
fcis-11239	40	20	and	and	CCONJ
fcis-11239	40	21	make	make	VERB
fcis-11239	40	22	decisions	decision	NOUN
fcis-11239	40	23	and	and	CCONJ
fcis-11239	40	24	processes	process	NOUN
fcis-11239	40	25	automatically	automatically	ADV
fcis-11239	40	26	,	,	PUNCT
fcis-11239	40	27	so	so	SCONJ
fcis-11239	40	28	as	as	SCONJ
fcis-11239	40	29	to	to	PART
fcis-11239	40	30	improve	improve	VERB
fcis-11239	40	31	work	work	NOUN
fcis-11239	40	32	efficiency	efficiency	NOUN
fcis-11239	40	33	and	and	CCONJ
fcis-11239	40	34	decision	decision	NOUN
fcis-11239	40	35	accuracy	accuracy	NOUN
fcis-11239	40	36	.	.	PUNCT
fcis-11239	41	1	with	with	ADP
fcis-11239	41	2	the	the	DET
fcis-11239	41	3	continuous	continuous	ADJ
fcis-11239	41	4	development	development	NOUN
fcis-11239	41	5	of	of	ADP
fcis-11239	41	6	technology	technology	NOUN
fcis-11239	41	7	,	,	PUNCT
fcis-11239	41	8	ai	ai	VERB
fcis-11239	41	9	data	data	NOUN
fcis-11239	41	10	stream	stream	NOUN
fcis-11239	41	11	processing	processing	NOUN
fcis-11239	41	12	technology	technology	NOUN
fcis-11239	41	13	will	will	AUX
fcis-11239	41	14	continue	continue	VERB
fcis-11239	41	15	to	to	PART
fcis-11239	41	16	evolve	evolve	VERB
fcis-11239	41	17	and	and	CCONJ
fcis-11239	41	18	innovate	innovate	VERB
fcis-11239	41	19	,	,	PUNCT
fcis-11239	41	20	bringing	bring	VERB
fcis-11239	41	21	more	more	ADJ
fcis-11239	41	22	applications	application	NOUN
fcis-11239	41	23	and	and	CCONJ
fcis-11239	41	24	challenges	challenge	NOUN
fcis-11239	41	25	to	to	ADP
fcis-11239	41	26	various	various	ADJ
fcis-11239	41	27	industries	industry	NOUN
fcis-11239	41	28	.	.	PUNCT
fcis-11239	42	1	2.2	2.2	NUM
fcis-11239	42	2	.	.	PUNCT
fcis-11239	43	1	the	the	DET
fcis-11239	43	2	status	status	NOUN
fcis-11239	43	3	of	of	ADP
fcis-11239	43	4	urban	urban	ADJ
fcis-11239	43	5	monitoring	monitoring	NOUN
fcis-11239	43	6	network	network	NOUN
fcis-11239	43	7	management	management	NOUN
fcis-11239	43	8	platform	platform	NOUN
fcis-11239	43	9	urban	urban	ADJ
fcis-11239	43	10	monitoring	monitoring	NOUN
fcis-11239	43	11	network	network	NOUN
fcis-11239	43	12	management	management	NOUN
fcis-11239	43	13	includes	include	VERB
fcis-11239	43	14	real	real	ADJ
fcis-11239	43	15	-	-	PUNCT
fcis-11239	43	16	time	time	NOUN
fcis-11239	43	17	monitoring	monitoring	NOUN
fcis-11239	43	18	and	and	CCONJ
fcis-11239	43	19	discovery	discovery	NOUN
fcis-11239	43	20	of	of	ADP
fcis-11239	43	21	various	various	ADJ
fcis-11239	43	22	security	security	NOUN
fcis-11239	43	23	events	event	NOUN
fcis-11239	43	24	such	such	ADJ
fcis-11239	43	25	as	as	ADP
fcis-11239	43	26	port	port	NOUN
fcis-11239	43	27	scanning	scanning	NOUN
fcis-11239	43	28	,	,	PUNCT
fcis-11239	43	29	dos	do	NOUN
fcis-11239	43	30	attacks	attack	NOUN
fcis-11239	43	31	and	and	CCONJ
fcis-11239	43	32	large	large	ADJ
fcis-11239	43	33	-	-	PUNCT
fcis-11239	43	34	scale	scale	NOUN
fcis-11239	43	35	worms	worm	NOUN
fcis-11239	43	36	[	[	X
fcis-11239	43	37	12	12	NUM
fcis-11239	43	38	]	]	PUNCT
fcis-11239	43	39	.	.	PUNCT
fcis-11239	44	1	the	the	DET
fcis-11239	44	2	traditional	traditional	ADJ
fcis-11239	44	3	solution	solution	NOUN
fcis-11239	44	4	is	be	AUX
fcis-11239	44	5	to	to	PART
fcis-11239	44	6	use	use	VERB
fcis-11239	44	7	intrusion	intrusion	NOUN
fcis-11239	44	8	detection	detection	NOUN
fcis-11239	44	9	technology	technology	NOUN
fcis-11239	44	10	(	(	PUNCT
fcis-11239	44	11	including	include	VERB
fcis-11239	44	12	misuse	misuse	NOUN
fcis-11239	44	13	detection	detection	NOUN
fcis-11239	44	14	and	and	CCONJ
fcis-11239	44	15	anomaly	anomaly	NOUN
fcis-11239	44	16	detection	detection	NOUN
fcis-11239	44	17	)	)	PUNCT
fcis-11239	44	18	,	,	PUNCT
fcis-11239	44	19	combined	combine	VERB
fcis-11239	44	20	with	with	ADP
fcis-11239	44	21	various	various	ADJ
fcis-11239	44	22	methods	method	NOUN
fcis-11239	44	23	of	of	ADP
fcis-11239	44	24	worm	worm	NOUN
fcis-11239	44	25	discovery	discovery	PROPN
fcis-11239	44	26	and	and	CCONJ
fcis-11239	44	27	network	network	NOUN
fcis-11239	44	28	traffic	traffic	NOUN
fcis-11239	44	29	flow	flow	NOUN
fcis-11239	44	30	analysis	analysis	NOUN
fcis-11239	44	31	to	to	PART
fcis-11239	44	32	complete	complete	VERB
fcis-11239	44	33	the	the	DET
fcis-11239	44	34	alarm	alarm	NOUN
fcis-11239	44	35	and	and	CCONJ
fcis-11239	44	36	prevention	prevention	NOUN
fcis-11239	44	37	of	of	ADP
fcis-11239	44	38	security	security	NOUN
fcis-11239	44	39	incidents	incident	NOUN
fcis-11239	44	40	.	.	PUNCT
fcis-11239	45	1	the	the	DET
fcis-11239	45	2	development	development	NOUN
fcis-11239	45	3	of	of	ADP
fcis-11239	45	4	internet	internet	NOUN
fcis-11239	45	5	provides	provide	VERB
fcis-11239	45	6	convenience	convenience	NOUN
fcis-11239	45	7	for	for	ADP
fcis-11239	45	8	the	the	DET
fcis-11239	45	9	efficient	efficient	ADJ
fcis-11239	45	10	sharing	sharing	NOUN
fcis-11239	45	11	of	of	ADP
fcis-11239	45	12	resources	resource	NOUN
fcis-11239	45	13	and	and	CCONJ
fcis-11239	45	14	information	information	NOUN
fcis-11239	45	15	on	on	ADP
fcis-11239	45	16	a	a	DET
fcis-11239	45	17	global	global	ADJ
fcis-11239	45	18	scale	scale	NOUN
fcis-11239	45	19	,	,	PUNCT
fcis-11239	45	20	but	but	CCONJ
fcis-11239	45	21	it	it	PRON
fcis-11239	45	22	also	also	ADV
fcis-11239	45	23	poses	pose	VERB
fcis-11239	45	24	new	new	ADJ
fcis-11239	45	25	challenges	challenge	NOUN
fcis-11239	45	26	to	to	PART
fcis-11239	45	27	network	network	VERB
fcis-11239	45	28	security	security	NOUN
fcis-11239	45	29	and	and	CCONJ
fcis-11239	45	30	intrusion	intrusion	NOUN
fcis-11239	45	31	detection	detection	NOUN
fcis-11239	45	32	systems	system	NOUN
fcis-11239	45	33	.	.	PUNCT
fcis-11239	46	1	the	the	DET
fcis-11239	46	2	increasingly	increasingly	ADV
fcis-11239	46	3	complex	complex	ADJ
fcis-11239	46	4	network	network	NOUN
fcis-11239	46	5	system	system	NOUN
fcis-11239	46	6	structure	structure	NOUN
fcis-11239	46	7	,	,	PUNCT
fcis-11239	46	8	widely	widely	ADV
fcis-11239	46	9	used	use	VERB
fcis-11239	46	10	distributed	distribute	VERB
fcis-11239	46	11	application	application	NOUN
fcis-11239	46	12	environment	environment	NOUN
fcis-11239	46	13	,	,	PUNCT
fcis-11239	46	14	mass	mass	NOUN
fcis-11239	46	15	storage	storage	NOUN
fcis-11239	46	16	and	and	CCONJ
fcis-11239	46	17	high	high	ADJ
fcis-11239	46	18	-	-	PUNCT
fcis-11239	46	19	bandwidth	bandwidth	NOUN
fcis-11239	46	20	transmission	transmission	NOUN
fcis-11239	46	21	technology	technology	NOUN
fcis-11239	46	22	make	make	VERB
fcis-11239	46	23	the	the	DET
fcis-11239	46	24	traditional	traditional	ADJ
fcis-11239	46	25	intrusion	intrusion	NOUN
fcis-11239	46	26	detection	detection	NOUN
fcis-11239	46	27	more	more	ADJ
fcis-11239	46	28	and	and	CCONJ
fcis-11239	46	29	more	more	ADV
fcis-11239	46	30	unable	unable	ADJ
fcis-11239	46	31	to	to	PART
fcis-11239	46	32	meet	meet	VERB
fcis-11239	46	33	the	the	DET
fcis-11239	46	34	security	security	NOUN
fcis-11239	46	35	requirements	requirement	NOUN
fcis-11239	46	36	of	of	ADP
fcis-11239	46	37	the	the	DET
fcis-11239	46	38	system	system	NOUN
fcis-11239	46	39	.	.	PUNCT
fcis-11239	47	1	the	the	DET
fcis-11239	47	2	urban	urban	ADJ
fcis-11239	47	3	monitoring	monitoring	NOUN
fcis-11239	47	4	network	network	NOUN
fcis-11239	47	5	management	management	NOUN
fcis-11239	47	6	platform	platform	NOUN
fcis-11239	47	7	not	not	PART
fcis-11239	47	8	only	only	ADV
fcis-11239	47	9	improves	improve	VERB
fcis-11239	47	10	the	the	DET
fcis-11239	47	11	level	level	NOUN
fcis-11239	47	12	of	of	ADP
fcis-11239	47	13	urban	urban	ADJ
fcis-11239	47	14	safety	safety	NOUN
fcis-11239	47	15	management	management	NOUN
fcis-11239	47	16	and	and	CCONJ
fcis-11239	47	17	intelligence	intelligence	NOUN
fcis-11239	47	18	,	,	PUNCT
fcis-11239	47	19	but	but	CCONJ
fcis-11239	47	20	also	also	ADV
fcis-11239	47	21	faces	face	VERB
fcis-11239	47	22	some	some	DET
fcis-11239	47	23	shortcomings	shortcoming	NOUN
fcis-11239	47	24	and	and	CCONJ
fcis-11239	47	25	challenges	challenge	NOUN
fcis-11239	47	26	.	.	PUNCT
fcis-11239	48	1	among	among	ADP
fcis-11239	48	2	them	they	PRON
fcis-11239	48	3	,	,	PUNCT
fcis-11239	48	4	privacy	privacy	NOUN
fcis-11239	48	5	issues	issue	NOUN
fcis-11239	48	6	and	and	CCONJ
fcis-11239	48	7	data	datum	NOUN
fcis-11239	48	8	security	security	NOUN
fcis-11239	48	9	risks	risk	NOUN
fcis-11239	48	10	are	be	AUX
fcis-11239	48	11	the	the	DET
fcis-11239	48	12	most	most	ADV
fcis-11239	48	13	prominent	prominent	ADJ
fcis-11239	48	14	,	,	PUNCT
fcis-11239	48	15	and	and	CCONJ
fcis-11239	48	16	effective	effective	ADJ
fcis-11239	48	17	privacy	privacy	NOUN
fcis-11239	48	18	protection	protection	NOUN
fcis-11239	48	19	and	and	CCONJ
fcis-11239	48	20	security	security	NOUN
fcis-11239	48	21	measures	measure	NOUN
fcis-11239	48	22	need	need	VERB
fcis-11239	48	23	to	to	PART
fcis-11239	48	24	be	be	AUX
fcis-11239	48	25	taken	take	VERB
fcis-11239	48	26	to	to	PART
fcis-11239	48	27	deal	deal	VERB
fcis-11239	48	28	with	with	ADP
fcis-11239	48	29	them	they	PRON
fcis-11239	48	30	.	.	PUNCT
fcis-11239	49	1	in	in	ADP
fcis-11239	49	2	addition	addition	NOUN
fcis-11239	49	3	,	,	PUNCT
fcis-11239	49	4	there	there	PRON
fcis-11239	49	5	are	be	VERB
fcis-11239	49	6	also	also	ADV
fcis-11239	49	7	some	some	DET
fcis-11239	49	8	problems	problem	NOUN
fcis-11239	49	9	,	,	PUNCT
fcis-11239	49	10	such	such	ADJ
fcis-11239	49	11	as	as	ADP
fcis-11239	49	12	non	non	ADJ
fcis-11239	49	13	-	-	ADJ
fcis-11239	49	14	uniform	uniform	ADJ
fcis-11239	49	15	technical	technical	ADJ
fcis-11239	49	16	standards	standard	NOUN
fcis-11239	49	17	,	,	PUNCT
fcis-11239	49	18	emphasizing	emphasize	VERB
fcis-11239	49	19	technology	technology	NOUN
fcis-11239	49	20	while	while	SCONJ
fcis-11239	49	21	ignoring	ignore	VERB
fcis-11239	49	22	social	social	ADJ
fcis-11239	49	23	factors	factor	NOUN
fcis-11239	49	24	,	,	PUNCT
fcis-11239	49	25	challenges	challenge	NOUN
fcis-11239	49	26	of	of	ADP
fcis-11239	49	27	operation	operation	NOUN
fcis-11239	49	28	and	and	CCONJ
fcis-11239	49	29	maintenance	maintenance	NOUN
fcis-11239	49	30	costs	cost	NOUN
fcis-11239	49	31	,	,	PUNCT
fcis-11239	49	32	false	false	ADJ
fcis-11239	49	33	alarms	alarm	NOUN
fcis-11239	49	34	and	and	CCONJ
fcis-11239	49	35	low	low	ADJ
fcis-11239	49	36	public	public	ADJ
fcis-11239	49	37	participation	participation	NOUN
fcis-11239	49	38	.	.	PUNCT
fcis-11239	50	1	however	however	ADV
fcis-11239	50	2	,	,	PUNCT
fcis-11239	50	3	these	these	DET
fcis-11239	50	4	problems	problem	NOUN
fcis-11239	50	5	can	can	AUX
fcis-11239	50	6	be	be	AUX
fcis-11239	50	7	solved	solve	VERB
fcis-11239	50	8	or	or	CCONJ
fcis-11239	50	9	alleviated	alleviate	VERB
fcis-11239	50	10	by	by	ADP
fcis-11239	50	11	formulating	formulate	VERB
fcis-11239	50	12	clear	clear	ADJ
fcis-11239	50	13	privacy	privacy	NOUN
fcis-11239	50	14	policies	policy	NOUN
fcis-11239	50	15	,	,	PUNCT
fcis-11239	50	16	strengthening	strengthen	VERB
fcis-11239	50	17	security	security	NOUN
fcis-11239	50	18	protection	protection	NOUN
fcis-11239	50	19	measures	measure	NOUN
fcis-11239	50	20	,	,	PUNCT
fcis-11239	50	21	promoting	promote	VERB
fcis-11239	50	22	the	the	DET
fcis-11239	50	23	unification	unification	NOUN
fcis-11239	50	24	of	of	ADP
fcis-11239	50	25	technical	technical	ADJ
fcis-11239	50	26	standards	standard	NOUN
fcis-11239	50	27	,	,	PUNCT
fcis-11239	50	28	and	and	CCONJ
fcis-11239	50	29	strengthening	strengthen	VERB
fcis-11239	50	30	social	social	ADJ
fcis-11239	50	31	participation	participation	NOUN
fcis-11239	50	32	and	and	CCONJ
fcis-11239	50	33	public	public	ADJ
fcis-11239	50	34	education	education	NOUN
fcis-11239	50	35	,	,	PUNCT
fcis-11239	50	36	so	so	SCONJ
fcis-11239	50	37	as	as	SCONJ
fcis-11239	50	38	to	to	PART
fcis-11239	50	39	realize	realize	VERB
fcis-11239	50	40	the	the	DET
fcis-11239	50	41	sustainable	sustainable	ADJ
fcis-11239	50	42	development	development	NOUN
fcis-11239	50	43	and	and	CCONJ
fcis-11239	50	44	good	good	ADJ
fcis-11239	50	45	application	application	NOUN
fcis-11239	50	46	of	of	ADP
fcis-11239	50	47	urban	urban	ADJ
fcis-11239	50	48	monitoring	monitoring	NOUN
fcis-11239	50	49	network	network	NOUN
fcis-11239	50	50	management	management	NOUN
fcis-11239	50	51	platform	platform	NOUN
fcis-11239	50	52	.	.	PUNCT
fcis-11239	51	1	in	in	ADP
fcis-11239	51	2	the	the	DET
fcis-11239	51	3	future	future	NOUN
fcis-11239	51	4	,	,	PUNCT
fcis-11239	51	5	with	with	ADP
fcis-11239	51	6	the	the	DET
fcis-11239	51	7	further	further	ADJ
fcis-11239	51	8	development	development	NOUN
fcis-11239	51	9	of	of	ADP
fcis-11239	51	10	technology	technology	NOUN
fcis-11239	51	11	and	and	CCONJ
fcis-11239	51	12	society	society	NOUN
fcis-11239	51	13	,	,	PUNCT
fcis-11239	51	14	the	the	DET
fcis-11239	51	15	urban	urban	ADJ
fcis-11239	51	16	monitoring	monitoring	NOUN
fcis-11239	51	17	network	network	NOUN
fcis-11239	51	18	management	management	NOUN
fcis-11239	51	19	platform	platform	NOUN
fcis-11239	51	20	is	be	AUX
fcis-11239	51	21	expected	expect	VERB
fcis-11239	51	22	to	to	PART
fcis-11239	51	23	be	be	AUX
fcis-11239	51	24	gradually	gradually	ADV
fcis-11239	51	25	improved	improve	VERB
fcis-11239	51	26	,	,	PUNCT
fcis-11239	51	27	providing	provide	VERB
fcis-11239	51	28	safer	safe	ADJ
fcis-11239	51	29	and	and	CCONJ
fcis-11239	51	30	smarter	smart	ADJ
fcis-11239	51	31	management	management	NOUN
fcis-11239	51	32	and	and	CCONJ
fcis-11239	51	33	services	service	NOUN
fcis-11239	51	34	for	for	ADP
fcis-11239	51	35	the	the	DET
fcis-11239	51	36	city	city	NOUN
fcis-11239	51	37	,	,	PUNCT
fcis-11239	51	38	and	and	CCONJ
fcis-11239	51	39	balancing	balance	VERB
fcis-11239	51	40	the	the	DET
fcis-11239	51	41	relationship	relationship	NOUN
fcis-11239	51	42	between	between	ADP
fcis-11239	51	43	data	datum	NOUN
fcis-11239	51	44	processing	processing	NOUN
fcis-11239	51	45	and	and	CCONJ
fcis-11239	51	46	personal	personal	ADJ
fcis-11239	51	47	privacy	privacy	NOUN
fcis-11239	51	48	protection	protection	NOUN
fcis-11239	51	49	to	to	PART
fcis-11239	51	50	meet	meet	VERB
fcis-11239	51	51	the	the	DET
fcis-11239	51	52	needs	need	NOUN
fcis-11239	51	53	and	and	CCONJ
fcis-11239	51	54	expectations	expectation	NOUN
fcis-11239	51	55	of	of	ADP
fcis-11239	51	56	society	society	NOUN
fcis-11239	51	57	and	and	CCONJ
fcis-11239	51	58	the	the	DET
fcis-11239	51	59	public	public	NOUN
fcis-11239	51	60	for	for	ADP
fcis-11239	51	61	the	the	DET
fcis-11239	51	62	construction	construction	NOUN
fcis-11239	51	63	of	of	ADP
fcis-11239	51	64	smart	smart	ADJ
fcis-11239	51	65	cities	city	NOUN
fcis-11239	51	66	.	.	PUNCT
fcis-11239	52	1	in	in	ADP
fcis-11239	52	2	this	this	DET
fcis-11239	52	3	case	case	NOUN
fcis-11239	52	4	,	,	PUNCT
fcis-11239	52	5	we	we	PRON
fcis-11239	52	6	need	need	VERB
fcis-11239	52	7	to	to	PART
fcis-11239	52	8	propose	propose	VERB
fcis-11239	52	9	and	and	CCONJ
fcis-11239	52	10	implement	implement	VERB
fcis-11239	52	11	new	new	ADJ
fcis-11239	52	12	intrusion	intrusion	NOUN
fcis-11239	52	13	detection	detection	NOUN
fcis-11239	52	14	methods	method	NOUN
fcis-11239	52	15	from	from	ADP
fcis-11239	52	16	system	system	NOUN
fcis-11239	52	17	model	model	NOUN
fcis-11239	52	18	,	,	PUNCT
fcis-11239	52	19	architecture	architecture	NOUN
fcis-11239	52	20	,	,	PUNCT
fcis-11239	52	21	implementation	implementation	NOUN
fcis-11239	52	22	technology	technology	NOUN
fcis-11239	52	23	and	and	CCONJ
fcis-11239	52	24	other	other	ADJ
fcis-11239	52	25	aspects	aspect	NOUN
fcis-11239	52	26	to	to	PART
fcis-11239	52	27	meet	meet	VERB
fcis-11239	52	28	the	the	DET
fcis-11239	52	29	increasingly	increasingly	ADV
fcis-11239	52	30	complex	complex	ADJ
fcis-11239	52	31	needs	need	NOUN
fcis-11239	52	32	of	of	ADP
fcis-11239	52	33	urban	urban	ADJ
fcis-11239	52	34	monitoring	monitoring	NOUN
fcis-11239	52	35	network	network	NOUN
fcis-11239	52	36	management	management	NOUN
fcis-11239	52	37	.	.	PUNCT
fcis-11239	53	1	3	3	X
fcis-11239	53	2	.	.	X
fcis-11239	53	3	urban	urban	ADJ
fcis-11239	53	4	monitoring	monitoring	NOUN
fcis-11239	53	5	network	network	NOUN
fcis-11239	53	6	management	management	NOUN
fcis-11239	53	7	platform	platform	NOUN
fcis-11239	53	8	based	base	VERB
fcis-11239	53	9	on	on	ADP
fcis-11239	53	10	ai	ai	PROPN
fcis-11239	53	11	data	data	NOUN
fcis-11239	53	12	stream	stream	NOUN
fcis-11239	53	13	processing	process	VERB
fcis-11239	53	14	the	the	DET
fcis-11239	53	15	urban	urban	ADJ
fcis-11239	53	16	monitoring	monitoring	NOUN
fcis-11239	53	17	network	network	NOUN
fcis-11239	53	18	management	management	NOUN
fcis-11239	53	19	platform	platform	NOUN
fcis-11239	53	20	not	not	PART
fcis-11239	53	21	only	only	ADV
fcis-11239	53	22	improves	improve	VERB
fcis-11239	53	23	the	the	DET
fcis-11239	53	24	level	level	NOUN
fcis-11239	53	25	of	of	ADP
fcis-11239	53	26	urban	urban	ADJ
fcis-11239	53	27	safety	safety	NOUN
fcis-11239	53	28	management	management	NOUN
fcis-11239	53	29	and	and	CCONJ
fcis-11239	53	30	intelligence	intelligence	NOUN
fcis-11239	53	31	,	,	PUNCT
fcis-11239	53	32	but	but	CCONJ
fcis-11239	53	33	also	also	ADV
fcis-11239	53	34	faces	face	VERB
fcis-11239	53	35	some	some	DET
fcis-11239	53	36	shortcomings	shortcoming	NOUN
fcis-11239	53	37	and	and	CCONJ
fcis-11239	53	38	challenges	challenge	NOUN
fcis-11239	53	39	.	.	PUNCT
fcis-11239	54	1	through	through	ADP
fcis-11239	54	2	research	research	NOUN
fcis-11239	54	3	,	,	PUNCT
fcis-11239	54	4	we	we	PRON
fcis-11239	54	5	put	put	VERB
fcis-11239	54	6	forward	forward	ADP
fcis-11239	54	7	an	an	DET
fcis-11239	54	8	urban	urban	ADJ
fcis-11239	54	9	monitoring	monitoring	NOUN
fcis-11239	54	10	network	network	NOUN
fcis-11239	54	11	management	management	NOUN
fcis-11239	54	12	platform	platform	NOUN
fcis-11239	54	13	based	base	VERB
fcis-11239	54	14	on	on	ADP
fcis-11239	54	15	ai	ai	PROPN
fcis-11239	54	16	data	data	NOUN
fcis-11239	54	17	stream	stream	NOUN
fcis-11239	54	18	processing	processing	NOUN
fcis-11239	54	19	,	,	PUNCT
fcis-11239	54	20	which	which	PRON
fcis-11239	54	21	combines	combine	VERB
fcis-11239	54	22	technologies	technology	NOUN
fcis-11239	54	23	in	in	ADP
fcis-11239	54	24	the	the	DET
fcis-11239	54	25	fields	field	NOUN
fcis-11239	54	26	of	of	ADP
fcis-11239	54	27	big	big	ADJ
fcis-11239	54	28	data	datum	NOUN
fcis-11239	54	29	processing	processing	NOUN
fcis-11239	54	30	,	,	PUNCT
fcis-11239	54	31	machine	machine	NOUN
fcis-11239	54	32	learning	learning	NOUN
fcis-11239	54	33	and	and	CCONJ
fcis-11239	54	34	real	real	ADJ
fcis-11239	54	35	-	-	PUNCT
fcis-11239	54	36	time	time	NOUN
fcis-11239	54	37	decisionmaking	decisionmaking	NOUN
fcis-11239	54	38	,	,	PUNCT
fcis-11239	54	39	aiming	aim	VERB
fcis-11239	54	40	at	at	ADP
fcis-11239	54	41	realizing	realize	VERB
fcis-11239	54	42	real	real	ADJ
fcis-11239	54	43	-	-	PUNCT
fcis-11239	54	44	time	time	NOUN
fcis-11239	54	45	analysis	analysis	NOUN
fcis-11239	54	46	,	,	PUNCT
fcis-11239	54	47	prediction	prediction	NOUN
fcis-11239	54	48	and	and	CCONJ
fcis-11239	54	49	decision	decision	NOUN
fcis-11239	54	50	-	-	PUNCT
fcis-11239	54	51	making	making	NOUN
fcis-11239	54	52	of	of	ADP
fcis-11239	54	53	high	high	ADJ
fcis-11239	54	54	-	-	PUNCT
fcis-11239	54	55	speed	speed	NOUN
fcis-11239	54	56	,	,	PUNCT
fcis-11239	54	57	high	high	ADJ
fcis-11239	54	58	-	-	PUNCT
fcis-11239	54	59	dimensional	dimensional	ADJ
fcis-11239	54	60	and	and	CCONJ
fcis-11239	54	61	diverse	diverse	ADJ
fcis-11239	54	62	data	datum	NOUN
fcis-11239	54	63	streams	stream	NOUN
fcis-11239	54	64	.	.	PUNCT
fcis-11239	55	1	through	through	ADP
fcis-11239	55	2	intelligent	intelligent	ADJ
fcis-11239	55	3	algorithms	algorithm	NOUN
fcis-11239	55	4	and	and	CCONJ
fcis-11239	55	5	models	model	NOUN
fcis-11239	55	6	,	,	PUNCT
fcis-11239	55	7	ai	ai	VERB
fcis-11239	55	8	data	data	NOUN
fcis-11239	55	9	stream	stream	NOUN
fcis-11239	55	10	processing	processing	NOUN
fcis-11239	55	11	technology	technology	NOUN
fcis-11239	55	12	can	can	AUX
fcis-11239	55	13	help	help	VERB
fcis-11239	55	14	enterprises	enterprise	NOUN
fcis-11239	55	15	and	and	CCONJ
fcis-11239	55	16	organizations	organization	NOUN
fcis-11239	55	17	to	to	PART
fcis-11239	55	18	better	well	ADV
fcis-11239	55	19	understand	understand	VERB
fcis-11239	55	20	and	and	CCONJ
fcis-11239	55	21	utilize	utilize	VERB
fcis-11239	55	22	real	real	ADJ
fcis-11239	55	23	-	-	PUNCT
fcis-11239	55	24	time	time	NOUN
fcis-11239	55	25	data	datum	NOUN
fcis-11239	55	26	and	and	CCONJ
fcis-11239	55	27	make	make	VERB
fcis-11239	55	28	immediate	immediate	ADJ
fcis-11239	55	29	responses	response	NOUN
fcis-11239	55	30	and	and	CCONJ
fcis-11239	55	31	decisions	decision	NOUN
fcis-11239	55	32	in	in	ADP
fcis-11239	55	33	a	a	DET
fcis-11239	55	34	rapidly	rapidly	ADV
fcis-11239	55	35	changing	change	VERB
fcis-11239	55	36	environment	environment	NOUN
fcis-11239	55	37	.	.	PUNCT
fcis-11239	56	1	the	the	DET
fcis-11239	56	2	main	main	ADJ
fcis-11239	56	3	steps	step	NOUN
fcis-11239	56	4	of	of	ADP
fcis-11239	56	5	ai	ai	ADJ
fcis-11239	56	6	data	data	NOUN
fcis-11239	56	7	stream	stream	NOUN
fcis-11239	56	8	processing	processing	NOUN
fcis-11239	56	9	technology	technology	NOUN
fcis-11239	56	10	include	include	VERB
fcis-11239	56	11	real	real	ADJ
fcis-11239	56	12	-	-	PUNCT
fcis-11239	56	13	time	time	NOUN
fcis-11239	56	14	data	datum	NOUN
fcis-11239	56	15	collection	collection	NOUN
fcis-11239	56	16	and	and	CCONJ
fcis-11239	56	17	cleaning	cleaning	NOUN
fcis-11239	56	18	,	,	PUNCT
fcis-11239	56	19	feature	feature	NOUN
fcis-11239	56	20	extraction	extraction	NOUN
fcis-11239	56	21	and	and	CCONJ
fcis-11239	56	22	dimensionality	dimensionality	NOUN
fcis-11239	56	23	reduction	reduction	NOUN
fcis-11239	56	24	,	,	PUNCT
fcis-11239	56	25	model	model	NOUN
fcis-11239	56	26	training	training	NOUN
fcis-11239	56	27	and	and	CCONJ
fcis-11239	56	28	updating	updating	NOUN
fcis-11239	56	29	,	,	PUNCT
fcis-11239	56	30	real	real	ADJ
fcis-11239	56	31	-	-	PUNCT
fcis-11239	56	32	time	time	NOUN
fcis-11239	56	33	decision	decision	NOUN
fcis-11239	56	34	-	-	PUNCT
fcis-11239	56	35	making	making	NOUN
fcis-11239	56	36	and	and	CCONJ
fcis-11239	56	37	response	response	NOUN
fcis-11239	56	38	,	,	PUNCT
fcis-11239	56	39	visualization	visualization	NOUN
fcis-11239	56	40	and	and	CCONJ
fcis-11239	56	41	reporting	reporting	NOUN
fcis-11239	56	42	.	.	PUNCT
fcis-11239	57	1	through	through	ADP
fcis-11239	57	2	these	these	DET
fcis-11239	57	3	steps	step	NOUN
fcis-11239	57	4	,	,	PUNCT
fcis-11239	57	5	real	real	ADJ
fcis-11239	57	6	-	-	PUNCT
fcis-11239	57	7	time	time	NOUN
fcis-11239	57	8	data	data	NOUN
fcis-11239	57	9	streams	stream	NOUN
fcis-11239	57	10	can	can	AUX
fcis-11239	57	11	be	be	AUX
fcis-11239	57	12	accurately	accurately	ADV
fcis-11239	57	13	analyzed	analyze	VERB
fcis-11239	57	14	,	,	PUNCT
fcis-11239	57	15	classified	classified	ADJ
fcis-11239	57	16	,	,	PUNCT
fcis-11239	57	17	clustered	clustered	ADJ
fcis-11239	57	18	and	and	CCONJ
fcis-11239	57	19	predicted	predict	VERB
fcis-11239	57	20	,	,	PUNCT
fcis-11239	57	21	thus	thus	ADV
fcis-11239	57	22	providing	provide	VERB
fcis-11239	57	23	users	user	NOUN
fcis-11239	57	24	with	with	ADP
fcis-11239	57	25	insight	insight	NOUN
fcis-11239	57	26	and	and	CCONJ
fcis-11239	57	27	decision	decision	NOUN
fcis-11239	57	28	support	support	NOUN
fcis-11239	57	29	about	about	ADP
fcis-11239	57	30	real	real	ADJ
fcis-11239	57	31	-	-	PUNCT
fcis-11239	57	32	time	time	NOUN
fcis-11239	57	33	data	datum	NOUN
fcis-11239	57	34	.	.	PUNCT
fcis-11239	58	1	this	this	DET
fcis-11239	58	2	technology	technology	NOUN
fcis-11239	58	3	is	be	AUX
fcis-11239	58	4	widely	widely	ADV
fcis-11239	58	5	used	use	VERB
fcis-11239	58	6	in	in	ADP
fcis-11239	58	7	many	many	ADJ
fcis-11239	58	8	fields	field	NOUN
fcis-11239	58	9	,	,	PUNCT
fcis-11239	58	10	such	such	ADJ
fcis-11239	58	11	as	as	ADP
fcis-11239	58	12	financial	financial	ADJ
fcis-11239	58	13	fraud	fraud	NOUN
fcis-11239	58	14	detection	detection	NOUN
fcis-11239	58	15	,	,	PUNCT
fcis-11239	58	16	intelligent	intelligent	ADJ
fcis-11239	58	17	traffic	traffic	NOUN
fcis-11239	58	18	management	management	NOUN
fcis-11239	58	19	,	,	PUNCT
fcis-11239	58	20	data	data	VERB
fcis-11239	58	21	analysis	analysis	NOUN
fcis-11239	58	22	of	of	ADP
fcis-11239	58	23	internet	internet	NOUN
fcis-11239	58	24	of	of	ADP
fcis-11239	58	25	things	thing	NOUN
fcis-11239	58	26	,	,	PUNCT
fcis-11239	58	27	online	online	ADJ
fcis-11239	58	28	advertising	advertising	NOUN
fcis-11239	58	29	optimization	optimization	NOUN
fcis-11239	58	30	and	and	CCONJ
fcis-11239	58	31	so	so	ADV
fcis-11239	58	32	on	on	ADV
fcis-11239	58	33	.	.	PUNCT
fcis-11239	59	1	it	it	PRON
fcis-11239	59	2	can	can	AUX
fcis-11239	59	3	help	help	VERB
fcis-11239	59	4	people	people	NOUN
fcis-11239	59	5	make	make	VERB
fcis-11239	59	6	better	well	ADJ
fcis-11239	59	7	use	use	NOUN
fcis-11239	59	8	of	of	ADP
fcis-11239	59	9	a	a	DET
fcis-11239	59	10	large	large	ADJ
fcis-11239	59	11	number	number	NOUN
fcis-11239	59	12	of	of	ADP
fcis-11239	59	13	real	real	ADJ
fcis-11239	59	14	-	-	PUNCT
fcis-11239	59	15	time	time	NOUN
fcis-11239	59	16	data	datum	NOUN
fcis-11239	59	17	generated	generate	VERB
fcis-11239	59	18	rapidly	rapidly	ADV
fcis-11239	59	19	,	,	PUNCT
fcis-11239	59	20	and	and	CCONJ
fcis-11239	59	21	make	make	VERB
fcis-11239	59	22	decisions	decision	NOUN
fcis-11239	59	23	and	and	CCONJ
fcis-11239	59	24	processes	process	NOUN
fcis-11239	59	25	automatically	automatically	ADV
fcis-11239	59	26	,	,	PUNCT
fcis-11239	59	27	so	so	SCONJ
fcis-11239	59	28	as	as	SCONJ
fcis-11239	59	29	to	to	PART
fcis-11239	59	30	improve	improve	VERB
fcis-11239	59	31	work	work	NOUN
fcis-11239	59	32	efficiency	efficiency	NOUN
fcis-11239	59	33	and	and	CCONJ
fcis-11239	59	34	decision	decision	NOUN
fcis-11239	59	35	accuracy	accuracy	NOUN
fcis-11239	59	36	.	.	PUNCT
fcis-11239	60	1	with	with	ADP
fcis-11239	60	2	the	the	DET
fcis-11239	60	3	continuous	continuous	ADJ
fcis-11239	60	4	development	development	NOUN
fcis-11239	60	5	of	of	ADP
fcis-11239	60	6	technology	technology	NOUN
fcis-11239	60	7	,	,	PUNCT
fcis-11239	60	8	ai	ai	VERB
fcis-11239	60	9	data	data	NOUN
fcis-11239	60	10	stream	stream	NOUN
fcis-11239	60	11	processing	processing	NOUN
fcis-11239	60	12	technology	technology	NOUN
fcis-11239	60	13	will	will	AUX
fcis-11239	60	14	continue	continue	VERB
fcis-11239	60	15	to	to	PART
fcis-11239	60	16	evolve	evolve	VERB
fcis-11239	60	17	and	and	CCONJ
fcis-11239	60	18	innovate	innovate	VERB
fcis-11239	60	19	,	,	PUNCT
fcis-11239	60	20	bringing	bring	VERB
fcis-11239	60	21	more	more	ADJ
fcis-11239	60	22	applications	application	NOUN
fcis-11239	60	23	and	and	CCONJ
fcis-11239	60	24	challenges	challenge	NOUN
fcis-11239	60	25	to	to	ADP
fcis-11239	60	26	various	various	ADJ
fcis-11239	60	27	industries	industry	NOUN
fcis-11239	60	28	.	.	PUNCT
fcis-11239	61	1	but	but	CCONJ
fcis-11239	61	2	at	at	ADP
fcis-11239	61	3	the	the	DET
fcis-11239	61	4	same	same	ADJ
fcis-11239	61	5	time	time	NOUN
fcis-11239	61	6	,	,	PUNCT
fcis-11239	61	7	we	we	PRON
fcis-11239	61	8	need	need	VERB
fcis-11239	61	9	to	to	PART
fcis-11239	61	10	pay	pay	VERB
fcis-11239	61	11	attention	attention	NOUN
fcis-11239	61	12	to	to	ADP
fcis-11239	61	13	privacy	privacy	NOUN
fcis-11239	61	14	protection	protection	NOUN
fcis-11239	61	15	and	and	CCONJ
fcis-11239	61	16	data	datum	NOUN
fcis-11239	61	17	security	security	NOUN
fcis-11239	61	18	to	to	PART
fcis-11239	61	19	ensure	ensure	VERB
fcis-11239	61	20	compliance	compliance	NOUN
fcis-11239	61	21	and	and	CCONJ
fcis-11239	61	22	security	security	NOUN
fcis-11239	61	23	in	in	ADP
fcis-11239	61	24	data	datum	NOUN
fcis-11239	61	25	processing	processing	NOUN
fcis-11239	61	26	.	.	PUNCT
fcis-11239	62	1	through	through	ADP
fcis-11239	62	2	continuous	continuous	ADJ
fcis-11239	62	3	research	research	NOUN
fcis-11239	62	4	and	and	CCONJ
fcis-11239	62	5	development	development	NOUN
fcis-11239	62	6	,	,	PUNCT
fcis-11239	62	7	ai	ai	VERB
fcis-11239	62	8	data	data	NOUN
fcis-11239	62	9	stream	stream	NOUN
fcis-11239	62	10	processing	processing	NOUN
fcis-11239	62	11	technology	technology	NOUN
fcis-11239	62	12	is	be	AUX
fcis-11239	62	13	expected	expect	VERB
fcis-11239	62	14	to	to	PART
fcis-11239	62	15	make	make	VERB
fcis-11239	62	16	a	a	DET
fcis-11239	62	17	greater	great	ADJ
fcis-11239	62	18	breakthrough	breakthrough	NOUN
fcis-11239	62	19	in	in	ADP
fcis-11239	62	20	real	real	ADJ
fcis-11239	62	21	-	-	PUNCT
fcis-11239	62	22	time	time	NOUN
fcis-11239	62	23	data	datum	NOUN
fcis-11239	62	24	analysis	analysis	NOUN
fcis-11239	62	25	and	and	CCONJ
fcis-11239	62	26	decision	decision	NOUN
fcis-11239	62	27	-	-	PUNCT
fcis-11239	62	28	making	making	NOUN
fcis-11239	62	29	,	,	PUNCT
fcis-11239	62	30	and	and	CCONJ
fcis-11239	62	31	create	create	VERB
fcis-11239	62	32	a	a	DET
fcis-11239	62	33	smarter	smart	ADJ
fcis-11239	62	34	and	and	CCONJ
fcis-11239	62	35	more	more	ADV
fcis-11239	62	36	efficient	efficient	ADJ
fcis-11239	62	37	working	working	NOUN
fcis-11239	62	38	and	and	CCONJ
fcis-11239	62	39	living	living	NOUN
fcis-11239	62	40	environment	environment	NOUN
fcis-11239	62	41	for	for	ADP
fcis-11239	62	42	people	people	NOUN
fcis-11239	62	43	.	.	PUNCT
fcis-11239	63	1	many	many	ADJ
fcis-11239	63	2	security	security	NOUN
fcis-11239	63	3	applications	application	NOUN
fcis-11239	63	4	are	be	AUX
fcis-11239	63	5	typical	typical	ADJ
fcis-11239	63	6	data	datum	NOUN
fcis-11239	63	7	stream	stream	NOUN
fcis-11239	63	8	applications	application	NOUN
fcis-11239	63	9	,	,	PUNCT
fcis-11239	63	10	especially	especially	ADV
fcis-11239	63	11	the	the	DET
fcis-11239	63	12	network	network	NOUN
fcis-11239	63	13	security	security	NOUN
fcis-11239	63	14	event	event	NOUN
fcis-11239	63	15	monitoring	monitoring	NOUN
fcis-11239	63	16	and	and	CCONJ
fcis-11239	63	17	analysis	analysis	NOUN
fcis-11239	63	18	system	system	NOUN
fcis-11239	63	19	.	.	PUNCT
fcis-11239	64	1	these	these	DET
fcis-11239	64	2	security	security	NOUN
fcis-11239	64	3	applications	application	NOUN
fcis-11239	64	4	must	must	AUX
fcis-11239	64	5	deal	deal	VERB
fcis-11239	64	6	with	with	ADP
fcis-11239	64	7	online	online	ADJ
fcis-11239	64	8	and	and	CCONJ
fcis-11239	64	9	continuous	continuous	ADJ
fcis-11239	64	10	high	high	ADJ
fcis-11239	64	11	-	-	PUNCT
fcis-11239	64	12	speed	speed	NOUN
fcis-11239	64	13	network	network	NOUN
fcis-11239	64	14	data	datum	NOUN
fcis-11239	64	15	flow	flow	NOUN
fcis-11239	64	16	without	without	ADP
fcis-11239	64	17	delay	delay	NOUN
fcis-11239	64	18	,	,	PUNCT
fcis-11239	64	19	and	and	CCONJ
fcis-11239	64	20	all	all	DET
fcis-11239	64	21	network	network	NOUN
fcis-11239	64	22	data	datum	NOUN
fcis-11239	64	23	can	can	AUX
fcis-11239	64	24	not	not	PART
fcis-11239	64	25	be	be	AUX
fcis-11239	64	26	stored	store	VERB
fcis-11239	64	27	in	in	ADP
fcis-11239	64	28	external	external	ADJ
fcis-11239	64	29	memory	memory	NOUN
fcis-11239	64	30	.	.	PUNCT
fcis-11239	65	1	our	our	PRON
fcis-11239	65	2	research	research	NOUN
fcis-11239	65	3	is	be	AUX
fcis-11239	65	4	based	base	VERB
fcis-11239	65	5	on	on	ADP
fcis-11239	65	6	continuous	continuous	ADJ
fcis-11239	65	7	query	query	NOUN
fcis-11239	65	8	model	model	NOUN
fcis-11239	65	9	and	and	CCONJ
fcis-11239	65	10	sliding	sliding	ADJ
fcis-11239	65	11	window	window	NOUN
fcis-11239	65	12	technology	technology	NOUN
fcis-11239	65	13	,	,	PUNCT
fcis-11239	65	14	using	use	VERB
fcis-11239	65	15	data	datum	NOUN
fcis-11239	65	16	stream	stream	NOUN
fcis-11239	65	17	management	management	NOUN
fcis-11239	65	18	system	system	NOUN
fcis-11239	65	19	as	as	ADP
fcis-11239	65	20	the	the	DET
fcis-11239	65	21	platform	platform	NOUN
fcis-11239	65	22	for	for	ADP
fcis-11239	65	23	stream	stream	NOUN
fcis-11239	65	24	data	datum	NOUN
fcis-11239	65	25	processing	processing	NOUN
fcis-11239	65	26	,	,	PUNCT
fcis-11239	65	27	and	and	CCONJ
fcis-11239	65	28	applying	apply	VERB
fcis-11239	65	29	it	it	PRON
fcis-11239	65	30	to	to	ADP
fcis-11239	65	31	urban	urban	ADJ
fcis-11239	65	32	network	network	NOUN
fcis-11239	65	33	security	security	NOUN
fcis-11239	65	34	monitoring	monitoring	NOUN
fcis-11239	65	35	system	system	NOUN
fcis-11239	65	36	.	.	PUNCT
fcis-11239	66	1	in	in	ADP
fcis-11239	66	2	this	this	DET
fcis-11239	66	3	system	system	NOUN
fcis-11239	66	4	,	,	PUNCT
fcis-11239	66	5	the	the	DET
fcis-11239	66	6	data	data	NOUN
fcis-11239	66	7	flow	flow	NOUN
fcis-11239	66	8	management	management	NOUN
fcis-11239	66	9	platform	platform	NOUN
fcis-11239	66	10	performs	perform	VERB
fcis-11239	66	11	a	a	DET
fcis-11239	66	12	large	large	ADJ
fcis-11239	66	13	number	number	NOUN
fcis-11239	66	14	of	of	ADP
fcis-11239	66	15	continuous	continuous	ADJ
fcis-11239	66	16	queries	query	NOUN
fcis-11239	66	17	registered	register	VERB
fcis-11239	66	18	in	in	ADP
fcis-11239	66	19	the	the	DET
fcis-11239	66	20	system	system	NOUN
fcis-11239	66	21	,	,	PUNCT
fcis-11239	66	22	filters	filter	NOUN
fcis-11239	66	23	,	,	PUNCT
fcis-11239	66	24	connects	connect	VERB
fcis-11239	66	25	and	and	CCONJ
fcis-11239	66	26	aggregates	aggregate	VERB
fcis-11239	66	27	continuous	continuous	ADJ
fcis-11239	66	28	network	network	NOUN
fcis-11239	66	29	flows	flow	VERB
fcis-11239	66	30	,	,	PUNCT
fcis-11239	66	31	and	and	CCONJ
fcis-11239	66	32	completes	complete	VERB
fcis-11239	66	33	the	the	DET
fcis-11239	66	34	monitoring	monitoring	NOUN
fcis-11239	66	35	and	and	CCONJ
fcis-11239	66	36	alarm	alarm	NOUN
fcis-11239	66	37	of	of	ADP
fcis-11239	66	38	various	various	ADJ
fcis-11239	66	39	security	security	NOUN
fcis-11239	66	40	incidents	incident	NOUN
fcis-11239	66	41	,	,	PUNCT
fcis-11239	66	42	thus	thus	ADV
fcis-11239	66	43	effectively	effectively	ADV
fcis-11239	66	44	123	123	NUM
fcis-11239	66	45	supporting	support	VERB
fcis-11239	66	46	the	the	DET
fcis-11239	66	47	requirements	requirement	NOUN
fcis-11239	66	48	of	of	ADP
fcis-11239	66	49	real	real	ADJ
fcis-11239	66	50	-	-	PUNCT
fcis-11239	66	51	time	time	NOUN
fcis-11239	66	52	,	,	PUNCT
fcis-11239	66	53	accuracy	accuracy	NOUN
fcis-11239	66	54	and	and	CCONJ
fcis-11239	66	55	flexibility	flexibility	NOUN
fcis-11239	66	56	of	of	ADP
fcis-11239	66	57	the	the	DET
fcis-11239	66	58	monitoring	monitoring	NOUN
fcis-11239	66	59	system	system	NOUN
fcis-11239	66	60	.	.	PUNCT
fcis-11239	67	1	the	the	DET
fcis-11239	67	2	structure	structure	NOUN
fcis-11239	67	3	of	of	ADP
fcis-11239	67	4	urban	urban	ADJ
fcis-11239	67	5	monitoring	monitoring	NOUN
fcis-11239	67	6	network	network	NOUN
fcis-11239	67	7	management	management	NOUN
fcis-11239	67	8	platform	platform	NOUN
fcis-11239	67	9	system	system	NOUN
fcis-11239	67	10	based	base	VERB
fcis-11239	67	11	on	on	ADP
fcis-11239	67	12	ai	ai	PROPN
fcis-11239	67	13	data	data	NOUN
fcis-11239	67	14	stream	stream	NOUN
fcis-11239	67	15	processing	processing	NOUN
fcis-11239	67	16	is	be	AUX
fcis-11239	67	17	shown	show	VERB
fcis-11239	67	18	in	in	ADP
fcis-11239	67	19	figure	figure	NOUN
fcis-11239	67	20	1	1	NUM
fcis-11239	67	21	.	.	PUNCT
fcis-11239	68	1	figure	figure	NOUN
fcis-11239	68	2	1	1	NUM
fcis-11239	68	3	.	.	PUNCT
fcis-11239	68	4	system	system	NOUN
fcis-11239	68	5	structure	structure	NOUN
fcis-11239	68	6	diagram	diagram	VERB
fcis-11239	68	7	the	the	DET
fcis-11239	68	8	input	input	NOUN
fcis-11239	68	9	data	datum	NOUN
fcis-11239	68	10	source	source	NOUN
fcis-11239	68	11	of	of	ADP
fcis-11239	68	12	the	the	DET
fcis-11239	68	13	urban	urban	ADJ
fcis-11239	68	14	monitoring	monitoring	NOUN
fcis-11239	68	15	network	network	NOUN
fcis-11239	68	16	management	management	NOUN
fcis-11239	68	17	platform	platform	NOUN
fcis-11239	68	18	based	base	VERB
fcis-11239	68	19	on	on	ADP
fcis-11239	68	20	ai	ai	PROPN
fcis-11239	68	21	data	data	NOUN
fcis-11239	68	22	stream	stream	NOUN
fcis-11239	68	23	processing	processing	NOUN
fcis-11239	68	24	is	be	AUX
fcis-11239	68	25	the	the	DET
fcis-11239	68	26	network	network	NOUN
fcis-11239	68	27	packets	packet	NOUN
fcis-11239	68	28	collected	collect	VERB
fcis-11239	68	29	by	by	ADP
fcis-11239	68	30	network	network	NOUN
fcis-11239	68	31	packet	packet	NOUN
fcis-11239	68	32	detectors	detector	NOUN
fcis-11239	68	33	distributed	distribute	VERB
fcis-11239	68	34	at	at	ADP
fcis-11239	68	35	multiple	multiple	ADJ
fcis-11239	68	36	collection	collection	NOUN
fcis-11239	68	37	points	point	NOUN
fcis-11239	68	38	through	through	ADP
fcis-11239	68	39	packet	packet	NOUN
fcis-11239	68	40	capture	capture	NOUN
fcis-11239	68	41	.	.	PUNCT
fcis-11239	69	1	the	the	DET
fcis-11239	69	2	original	original	ADJ
fcis-11239	69	3	network	network	NOUN
fcis-11239	69	4	packet	packet	NOUN
fcis-11239	69	5	is	be	AUX
fcis-11239	69	6	preprocessed	preprocesse	VERB
fcis-11239	69	7	to	to	PART
fcis-11239	69	8	form	form	VERB
fcis-11239	69	9	a	a	DET
fcis-11239	69	10	data	data	NOUN
fcis-11239	69	11	stream	stream	NOUN
fcis-11239	69	12	that	that	PRON
fcis-11239	69	13	conforms	conform	VERB
fcis-11239	69	14	to	to	ADP
fcis-11239	69	15	the	the	DET
fcis-11239	69	16	format	format	NOUN
fcis-11239	69	17	.	.	PUNCT
fcis-11239	70	1	the	the	DET
fcis-11239	70	2	system	system	NOUN
fcis-11239	70	3	defines	define	VERB
fcis-11239	70	4	three	three	NUM
fcis-11239	70	5	streams	stream	NOUN
fcis-11239	70	6	in	in	ADP
fcis-11239	70	7	advance	advance	NOUN
fcis-11239	70	8	.	.	PUNCT
fcis-11239	71	1	through	through	ADP
fcis-11239	71	2	these	these	DET
fcis-11239	71	3	three	three	NUM
fcis-11239	71	4	streams	stream	NOUN
fcis-11239	71	5	,	,	PUNCT
fcis-11239	71	6	most	most	ADJ
fcis-11239	71	7	network	network	NOUN
fcis-11239	71	8	security	security	NOUN
fcis-11239	71	9	event	event	NOUN
fcis-11239	71	10	monitoring	monitoring	NOUN
fcis-11239	71	11	functions	function	NOUN
fcis-11239	71	12	can	can	AUX
fcis-11239	71	13	be	be	AUX
fcis-11239	71	14	completed	complete	VERB
fcis-11239	71	15	.	.	PUNCT
fcis-11239	72	1	the	the	DET
fcis-11239	72	2	specific	specific	ADJ
fcis-11239	72	3	stream	stream	NOUN
fcis-11239	72	4	format	format	NOUN
fcis-11239	72	5	is	be	AUX
fcis-11239	72	6	discussed	discuss	VERB
fcis-11239	72	7	in	in	ADP
fcis-11239	72	8	the	the	DET
fcis-11239	72	9	following	follow	VERB
fcis-11239	72	10	data	datum	NOUN
fcis-11239	72	11	preprocessing	preprocessing	NOUN
fcis-11239	72	12	module	module	NOUN
fcis-11239	72	13	.	.	PUNCT
fcis-11239	73	1	if	if	SCONJ
fcis-11239	73	2	users	user	NOUN
fcis-11239	73	3	need	need	VERB
fcis-11239	73	4	streams	stream	NOUN
fcis-11239	73	5	of	of	ADP
fcis-11239	73	6	other	other	ADJ
fcis-11239	73	7	specific	specific	ADJ
fcis-11239	73	8	applications	application	NOUN
fcis-11239	73	9	,	,	PUNCT
fcis-11239	73	10	they	they	PRON
fcis-11239	73	11	can	can	AUX
fcis-11239	73	12	register	register	VERB
fcis-11239	73	13	according	accord	VERB
fcis-11239	73	14	to	to	ADP
fcis-11239	73	15	the	the	DET
fcis-11239	73	16	corresponding	corresponding	ADJ
fcis-11239	73	17	stream	stream	NOUN
fcis-11239	73	18	format	format	NOUN
fcis-11239	73	19	.	.	PUNCT
fcis-11239	74	1	various	various	ADJ
fcis-11239	74	2	monitoring	monitoring	NOUN
fcis-11239	74	3	requirements	requirement	NOUN
fcis-11239	74	4	are	be	AUX
fcis-11239	74	5	continuous	continuous	ADJ
fcis-11239	74	6	queries	query	NOUN
fcis-11239	74	7	written	write	VERB
fcis-11239	74	8	in	in	ADP
fcis-11239	74	9	cql	cql	NOUN
fcis-11239	74	10	language	language	NOUN
fcis-11239	74	11	,	,	PUNCT
fcis-11239	74	12	such	such	ADJ
fcis-11239	74	13	as	as	ADP
fcis-11239	74	14	intrusion	intrusion	NOUN
fcis-11239	74	15	detection	detection	NOUN
fcis-11239	74	16	statements	statement	NOUN
fcis-11239	74	17	similar	similar	ADJ
fcis-11239	74	18	to	to	ADP
fcis-11239	74	19	ids	id	NOUN
fcis-11239	74	20	attack	attack	NOUN
fcis-11239	74	21	rules	rule	NOUN
fcis-11239	74	22	,	,	PUNCT
fcis-11239	74	23	worm	worm	NOUN
fcis-11239	74	24	detection	detection	NOUN
fcis-11239	74	25	rules	rule	VERB
fcis-11239	74	26	statements	statement	NOUN
fcis-11239	74	27	,	,	PUNCT
fcis-11239	74	28	and	and	CCONJ
fcis-11239	74	29	statistics	statistic	NOUN
fcis-11239	74	30	maintenance	maintenance	NOUN
fcis-11239	74	31	statements	statement	NOUN
fcis-11239	74	32	corresponding	correspond	VERB
fcis-11239	74	33	to	to	ADP
fcis-11239	74	34	various	various	ADJ
fcis-11239	74	35	related	related	ADJ
fcis-11239	74	36	network	network	NOUN
fcis-11239	74	37	monitoring	monitoring	NOUN
fcis-11239	74	38	.	.	PUNCT
fcis-11239	75	1	the	the	DET
fcis-11239	75	2	city	city	NOUN
fcis-11239	75	3	monitoring	monitor	VERB
fcis-11239	75	4	network	network	NOUN
fcis-11239	75	5	management	management	NOUN
fcis-11239	75	6	platform	platform	NOUN
fcis-11239	75	7	based	base	VERB
fcis-11239	75	8	on	on	ADP
fcis-11239	75	9	ai	ai	PROPN
fcis-11239	75	10	data	data	NOUN
fcis-11239	75	11	stream	stream	NOUN
fcis-11239	75	12	processing	processing	NOUN
fcis-11239	75	13	will	will	AUX
fcis-11239	75	14	act	act	VERB
fcis-11239	75	15	on	on	ADP
fcis-11239	75	16	the	the	DET
fcis-11239	75	17	continuous	continuous	ADJ
fcis-11239	75	18	incoming	incoming	ADJ
fcis-11239	75	19	data	datum	NOUN
fcis-11239	75	20	stream	stream	NOUN
fcis-11239	75	21	and	and	CCONJ
fcis-11239	75	22	produce	produce	VERB
fcis-11239	75	23	the	the	DET
fcis-11239	75	24	query	query	NOUN
fcis-11239	75	25	results	result	NOUN
fcis-11239	75	26	in	in	ADP
fcis-11239	75	27	continuous	continuous	ADJ
fcis-11239	75	28	stream	stream	NOUN
fcis-11239	75	29	form	form	NOUN
fcis-11239	75	30	.	.	PUNCT
fcis-11239	76	1	the	the	DET
fcis-11239	76	2	query	query	NOUN
fcis-11239	76	3	results	result	NOUN
fcis-11239	76	4	can	can	AUX
fcis-11239	76	5	be	be	AUX
fcis-11239	76	6	forwarded	forward	VERB
fcis-11239	76	7	to	to	ADP
fcis-11239	76	8	a	a	DET
fcis-11239	76	9	trigger	trigger	NOUN
fcis-11239	76	10	module	module	NOUN
fcis-11239	76	11	in	in	ADP
fcis-11239	76	12	real	real	ADJ
fcis-11239	76	13	time	time	NOUN
fcis-11239	76	14	to	to	PART
fcis-11239	76	15	alarm	alarm	VERB
fcis-11239	76	16	the	the	DET
fcis-11239	76	17	detected	detect	VERB
fcis-11239	76	18	intrusion	intrusion	NOUN
fcis-11239	76	19	behavior	behavior	NOUN
fcis-11239	76	20	,	,	PUNCT
fcis-11239	76	21	or	or	CCONJ
fcis-11239	76	22	cached	cache	VERB
fcis-11239	76	23	in	in	ADP
fcis-11239	76	24	the	the	DET
fcis-11239	76	25	system	system	NOUN
fcis-11239	76	26	and	and	CCONJ
fcis-11239	76	27	submitted	submit	VERB
fcis-11239	76	28	to	to	ADP
fcis-11239	76	29	users	user	NOUN
fcis-11239	76	30	for	for	ADP
fcis-11239	76	31	viewing	view	VERB
fcis-11239	76	32	when	when	SCONJ
fcis-11239	76	33	necessary	necessary	ADJ
fcis-11239	76	34	.	.	PUNCT
fcis-11239	77	1	the	the	DET
fcis-11239	77	2	processing	processing	NOUN
fcis-11239	77	3	plan	plan	NOUN
fcis-11239	77	4	of	of	ADP
fcis-11239	77	5	urban	urban	ADJ
fcis-11239	77	6	monitoring	monitoring	NOUN
fcis-11239	77	7	network	network	NOUN
fcis-11239	77	8	management	management	NOUN
fcis-11239	77	9	platform	platform	NOUN
fcis-11239	77	10	based	base	VERB
fcis-11239	77	11	on	on	ADP
fcis-11239	77	12	ai	ai	PROPN
fcis-11239	77	13	data	data	NOUN
fcis-11239	77	14	stream	stream	NOUN
fcis-11239	77	15	processing	processing	NOUN
fcis-11239	77	16	covers	cover	VERB
fcis-11239	77	17	intelligent	intelligent	ADJ
fcis-11239	77	18	transportation	transportation	NOUN
fcis-11239	77	19	system	system	NOUN
fcis-11239	77	20	,	,	PUNCT
fcis-11239	77	21	security	security	NOUN
fcis-11239	77	22	video	video	NOUN
fcis-11239	77	23	monitoring	monitoring	NOUN
fcis-11239	77	24	,	,	PUNCT
fcis-11239	77	25	security	security	NOUN
fcis-11239	77	26	bayonet	bayonet	NOUN
fcis-11239	77	27	monitoring	monitoring	NOUN
fcis-11239	77	28	,	,	PUNCT
fcis-11239	77	29	electronic	electronic	ADJ
fcis-11239	77	30	police	police	NOUN
fcis-11239	77	31	system	system	NOUN
fcis-11239	77	32	,	,	PUNCT
fcis-11239	77	33	etc	etc	X
fcis-11239	77	34	.	.	X
fcis-11239	77	35	,	,	PUNCT
fcis-11239	77	36	which	which	PRON
fcis-11239	77	37	is	be	AUX
fcis-11239	77	38	combined	combine	VERB
fcis-11239	77	39	with	with	ADP
fcis-11239	77	40	intelligent	intelligent	ADJ
fcis-11239	77	41	video	video	NOUN
fcis-11239	77	42	analysis	analysis	NOUN
fcis-11239	77	43	to	to	PART
fcis-11239	77	44	improve	improve	VERB
fcis-11239	77	45	the	the	DET
fcis-11239	77	46	security	security	NOUN
fcis-11239	77	47	standards	standard	NOUN
fcis-11239	77	48	of	of	ADP
fcis-11239	77	49	smart	smart	ADJ
fcis-11239	77	50	cities	city	NOUN
fcis-11239	77	51	,	,	PUNCT
fcis-11239	77	52	combine	combine	VERB
fcis-11239	77	53	vehicle	vehicle	NOUN
fcis-11239	77	54	-	-	PUNCT
fcis-11239	77	55	mounted	mount	VERB
fcis-11239	77	56	and	and	CCONJ
fcis-11239	77	57	personal	personal	ADJ
fcis-11239	77	58	mobile	mobile	ADJ
fcis-11239	77	59	video	video	NOUN
fcis-11239	77	60	monitoring	monitoring	NOUN
fcis-11239	77	61	,	,	PUNCT
fcis-11239	77	62	cover	cover	VERB
fcis-11239	77	63	urban	urban	ADJ
fcis-11239	77	64	video	video	NOUN
fcis-11239	77	65	monitoring	monitoring	NOUN
fcis-11239	77	66	to	to	ADP
fcis-11239	77	67	all	all	DET
fcis-11239	77	68	important	important	ADJ
fcis-11239	77	69	locations	location	NOUN
fcis-11239	77	70	and	and	CCONJ
fcis-11239	77	71	regions	region	NOUN
fcis-11239	77	72	,	,	PUNCT
fcis-11239	77	73	and	and	CCONJ
fcis-11239	77	74	use	use	VERB
fcis-11239	77	75	comprehensive	comprehensive	ADJ
fcis-11239	77	76	video	video	NOUN
fcis-11239	77	77	management	management	NOUN
fcis-11239	77	78	platform	platform	NOUN
fcis-11239	77	79	to	to	PART
fcis-11239	77	80	summarize	summarize	VERB
fcis-11239	77	81	existing	exist	VERB
fcis-11239	77	82	monitoring	monitoring	NOUN
fcis-11239	77	83	resources	resource	NOUN
fcis-11239	77	84	and	and	CCONJ
fcis-11239	77	85	all	all	DET
fcis-11239	77	86	social	social	ADJ
fcis-11239	77	87	communication	communication	NOUN
fcis-11239	77	88	video	video	NOUN
fcis-11239	77	89	resources	resource	NOUN
fcis-11239	77	90	.	.	PUNCT
fcis-11239	78	1	using	use	VERB
fcis-11239	78	2	the	the	DET
fcis-11239	78	3	same	same	ADJ
fcis-11239	78	4	video	video	NOUN
fcis-11239	78	5	surveillance	surveillance	NOUN
fcis-11239	78	6	information	information	NOUN
fcis-11239	78	7	management	management	NOUN
fcis-11239	78	8	platform	platform	NOUN
fcis-11239	78	9	to	to	PART
fcis-11239	78	10	provide	provide	VERB
fcis-11239	78	11	sharing	sharing	NOUN
fcis-11239	78	12	and	and	CCONJ
fcis-11239	78	13	application	application	NOUN
fcis-11239	78	14	of	of	ADP
fcis-11239	78	15	traffic	traffic	NOUN
fcis-11239	78	16	police	police	NOUN
fcis-11239	78	17	,	,	PUNCT
fcis-11239	78	18	public	public	ADJ
fcis-11239	78	19	,	,	PUNCT
fcis-11239	78	20	security	security	NOUN
fcis-11239	78	21	,	,	PUNCT
fcis-11239	78	22	urban	urban	ADJ
fcis-11239	78	23	management	management	NOUN
fcis-11239	78	24	and	and	CCONJ
fcis-11239	78	25	municipal	municipal	ADJ
fcis-11239	78	26	video	video	NOUN
fcis-11239	78	27	resources	resource	NOUN
fcis-11239	78	28	improves	improve	VERB
fcis-11239	78	29	the	the	DET
fcis-11239	78	30	visualization	visualization	NOUN
fcis-11239	78	31	,	,	PUNCT
fcis-11239	78	32	intelligence	intelligence	NOUN
fcis-11239	78	33	and	and	CCONJ
fcis-11239	78	34	control	control	NOUN
fcis-11239	78	35	of	of	ADP
fcis-11239	78	36	the	the	DET
fcis-11239	78	37	whole	whole	ADJ
fcis-11239	78	38	system	system	NOUN
fcis-11239	78	39	.	.	PUNCT
fcis-11239	79	1	the	the	DET
fcis-11239	79	2	overall	overall	ADJ
fcis-11239	79	3	synthesis	synthesis	NOUN
fcis-11239	79	4	of	of	ADP
fcis-11239	79	5	urban	urban	ADJ
fcis-11239	79	6	monitoring	monitoring	NOUN
fcis-11239	79	7	network	network	NOUN
fcis-11239	79	8	management	management	NOUN
fcis-11239	79	9	platform	platform	NOUN
fcis-11239	79	10	is	be	AUX
fcis-11239	79	11	shown	show	VERB
fcis-11239	79	12	in	in	ADP
fcis-11239	79	13	figure	figure	NOUN
fcis-11239	79	14	2	2	NUM
fcis-11239	79	15	.	.	PUNCT
fcis-11239	79	16	figure	figure	NOUN
fcis-11239	79	17	2	2	NUM
fcis-11239	79	18	.	.	PUNCT
fcis-11239	79	19	overall	overall	ADJ
fcis-11239	79	20	synthetic	synthetic	ADJ
fcis-11239	79	21	diagram	diagram	NOUN
fcis-11239	79	22	of	of	ADP
fcis-11239	79	23	urban	urban	ADJ
fcis-11239	79	24	monitoring	monitoring	NOUN
fcis-11239	79	25	network	network	NOUN
fcis-11239	79	26	management	management	NOUN
fcis-11239	79	27	platform	platform	NOUN
fcis-11239	79	28	4	4	NUM
fcis-11239	79	29	.	.	PUNCT
fcis-11239	79	30	conclusion	conclusion	NOUN
fcis-11239	79	31	ai	ai	VERB
fcis-11239	79	32	data	data	NOUN
fcis-11239	79	33	stream	stream	NOUN
fcis-11239	79	34	processing	processing	NOUN
fcis-11239	79	35	plays	play	VERB
fcis-11239	79	36	an	an	DET
fcis-11239	79	37	important	important	ADJ
fcis-11239	79	38	role	role	NOUN
fcis-11239	79	39	in	in	ADP
fcis-11239	79	40	urban	urban	ADJ
fcis-11239	79	41	monitoring	monitoring	NOUN
fcis-11239	79	42	network	network	NOUN
fcis-11239	79	43	management	management	NOUN
fcis-11239	79	44	platform	platform	NOUN
fcis-11239	79	45	.	.	PUNCT
fcis-11239	80	1	it	it	PRON
fcis-11239	80	2	collects	collect	VERB
fcis-11239	80	3	,	,	PUNCT
fcis-11239	80	4	processes	process	NOUN
fcis-11239	80	5	and	and	CCONJ
fcis-11239	80	6	analyzes	analyze	VERB
fcis-11239	80	7	a	a	DET
fcis-11239	80	8	large	large	ADJ
fcis-11239	80	9	number	number	NOUN
fcis-11239	80	10	of	of	ADP
fcis-11239	80	11	video	video	NOUN
fcis-11239	80	12	and	and	CCONJ
fcis-11239	80	13	image	image	NOUN
fcis-11239	80	14	data	datum	NOUN
fcis-11239	80	15	in	in	ADP
fcis-11239	80	16	real	real	ADJ
fcis-11239	80	17	time	time	NOUN
fcis-11239	80	18	,	,	PUNCT
fcis-11239	80	19	and	and	CCONJ
fcis-11239	80	20	uses	use	VERB
fcis-11239	80	21	machine	machine	NOUN
fcis-11239	80	22	learning	learning	NOUN
fcis-11239	80	23	and	and	CCONJ
fcis-11239	80	24	intelligent	intelligent	ADJ
fcis-11239	80	25	algorithms	algorithm	NOUN
fcis-11239	80	26	to	to	PART
fcis-11239	80	27	realize	realize	VERB
fcis-11239	80	28	functions	function	NOUN
fcis-11239	80	29	such	such	ADJ
fcis-11239	80	30	as	as	ADP
fcis-11239	80	31	target	target	NOUN
fcis-11239	80	32	recognition	recognition	NOUN
fcis-11239	80	33	,	,	PUNCT
fcis-11239	80	34	anomaly	anomaly	NOUN
fcis-11239	80	35	detection	detection	NOUN
fcis-11239	80	36	,	,	PUNCT
fcis-11239	80	37	data	datum	NOUN
fcis-11239	80	38	aggregation	aggregation	NOUN
fcis-11239	80	39	and	and	CCONJ
fcis-11239	80	40	intelligent	intelligent	ADJ
fcis-11239	80	41	analysis	analysis	NOUN
fcis-11239	80	42	.	.	PUNCT
fcis-11239	81	1	this	this	PRON
fcis-11239	81	2	can	can	AUX
fcis-11239	81	3	help	help	VERB
fcis-11239	81	4	improve	improve	VERB
fcis-11239	81	5	the	the	DET
fcis-11239	81	6	intelligent	intelligent	ADJ
fcis-11239	81	7	level	level	NOUN
fcis-11239	81	8	of	of	ADP
fcis-11239	81	9	urban	urban	ADJ
fcis-11239	81	10	safety	safety	NOUN
fcis-11239	81	11	management	management	NOUN
fcis-11239	81	12	and	and	CCONJ
fcis-11239	81	13	resource	resource	NOUN
fcis-11239	81	14	scheduling	scheduling	NOUN
fcis-11239	81	15	.	.	PUNCT
fcis-11239	82	1	the	the	DET
fcis-11239	82	2	network	network	NOUN
fcis-11239	82	3	security	security	NOUN
fcis-11239	82	4	event	event	NOUN
fcis-11239	82	5	monitoring	monitor	VERB
fcis-11239	82	6	system	system	NOUN
fcis-11239	82	7	based	base	VERB
fcis-11239	82	8	on	on	ADP
fcis-11239	82	9	data	data	NOUN
fcis-11239	82	10	flow	flow	NOUN
fcis-11239	82	11	management	management	NOUN
fcis-11239	82	12	platform	platform	NOUN
fcis-11239	82	13	has	have	VERB
fcis-11239	82	14	an	an	DET
fcis-11239	82	15	accurate	accurate	ADJ
fcis-11239	82	16	,	,	PUNCT
fcis-11239	82	17	concise	concise	ADJ
fcis-11239	82	18	and	and	CCONJ
fcis-11239	82	19	complete	complete	ADJ
fcis-11239	82	20	interface	interface	NOUN
fcis-11239	82	21	language	language	NOUN
fcis-11239	82	22	and	and	CCONJ
fcis-11239	82	23	powerful	powerful	ADJ
fcis-11239	82	24	expressive	expressive	ADJ
fcis-11239	82	25	ability	ability	NOUN
fcis-11239	82	26	,	,	PUNCT
fcis-11239	82	27	which	which	PRON
fcis-11239	82	28	can	can	AUX
fcis-11239	82	29	integrate	integrate	VERB
fcis-11239	82	30	various	various	ADJ
fcis-11239	82	31	functions	function	NOUN
fcis-11239	82	32	of	of	ADP
fcis-11239	82	33	rule	rule	NOUN
fcis-11239	82	34	-	-	PUNCT
fcis-11239	82	35	based	base	VERB
fcis-11239	82	36	ids	id	NOUN
fcis-11239	82	37	,	,	PUNCT
fcis-11239	82	38	such	such	ADJ
fcis-11239	82	39	as	as	ADP
fcis-11239	82	40	network	network	NOUN
fcis-11239	82	41	attack	attack	NOUN
fcis-11239	82	42	detection	detection	NOUN
fcis-11239	82	43	,	,	PUNCT
fcis-11239	82	44	worm	worm	NOUN
fcis-11239	82	45	discovery	discovery	NOUN
fcis-11239	82	46	and	and	CCONJ
fcis-11239	82	47	network	network	NOUN
fcis-11239	82	48	status	status	NOUN
fcis-11239	82	49	monitoring	monitoring	NOUN
fcis-11239	82	50	,	,	PUNCT
fcis-11239	82	51	and	and	CCONJ
fcis-11239	82	52	has	have	VERB
fcis-11239	82	53	good	good	ADJ
fcis-11239	82	54	scalability	scalability	NOUN
fcis-11239	82	55	.	.	PUNCT
fcis-11239	83	1	it	it	PRON
fcis-11239	83	2	is	be	AUX
fcis-11239	83	3	a	a	DET
fcis-11239	83	4	promising	promising	ADJ
fcis-11239	83	5	research	research	NOUN
fcis-11239	83	6	idea	idea	NOUN
fcis-11239	83	7	to	to	PART
fcis-11239	83	8	apply	apply	VERB
fcis-11239	83	9	data	data	NOUN
fcis-11239	83	10	stream	stream	NOUN
fcis-11239	83	11	processing	processing	NOUN
fcis-11239	83	12	technology	technology	NOUN
fcis-11239	83	13	to	to	ADP
fcis-11239	83	14	network	network	NOUN
fcis-11239	83	15	security	security	NOUN
fcis-11239	83	16	.	.	PUNCT
fcis-11239	84	1	in	in	ADP
fcis-11239	84	2	the	the	DET
fcis-11239	84	3	next	next	ADJ
fcis-11239	84	4	step	step	NOUN
fcis-11239	84	5	,	,	PUNCT
fcis-11239	84	6	we	we	PRON
fcis-11239	84	7	will	will	AUX
fcis-11239	84	8	consider	consider	VERB
fcis-11239	84	9	how	how	SCONJ
fcis-11239	84	10	to	to	PART
fcis-11239	84	11	further	far	ADV
fcis-11239	84	12	optimize	optimize	VERB
fcis-11239	84	13	the	the	DET
fcis-11239	84	14	query	query	NOUN
fcis-11239	84	15	engine	engine	NOUN
fcis-11239	84	16	of	of	ADP
fcis-11239	84	17	the	the	DET
fcis-11239	84	18	platform	platform	NOUN
fcis-11239	84	19	,	,	PUNCT
fcis-11239	84	20	including	include	VERB
fcis-11239	84	21	multi	multi	ADJ
fcis-11239	84	22	-	-	ADJ
fcis-11239	84	23	query	query	ADJ
fcis-11239	84	24	optimization	optimization	NOUN
fcis-11239	84	25	through	through	ADP
fcis-11239	84	26	query	query	NOUN
fcis-11239	84	27	grouping	grouping	NOUN
fcis-11239	84	28	and	and	CCONJ
fcis-11239	84	29	indexing	indexing	NOUN
fcis-11239	84	30	,	,	PUNCT
fcis-11239	84	31	so	so	SCONJ
fcis-11239	84	32	as	as	SCONJ
fcis-11239	84	33	to	to	PART
fcis-11239	84	34	further	far	ADV
fcis-11239	84	35	improve	improve	VERB
fcis-11239	84	36	the	the	DET
fcis-11239	84	37	execution	execution	NOUN
fcis-11239	84	38	efficiency	efficiency	NOUN
fcis-11239	84	39	of	of	ADP
fcis-11239	84	40	the	the	DET
fcis-11239	84	41	query	query	NOUN
fcis-11239	84	42	engine	engine	NOUN
fcis-11239	84	43	and	and	CCONJ
fcis-11239	84	44	thus	thus	ADV
fcis-11239	84	45	improve	improve	VERB
fcis-11239	84	46	the	the	DET
fcis-11239	84	47	efficiency	efficiency	NOUN
fcis-11239	84	48	and	and	CCONJ
fcis-11239	84	49	accuracy	accuracy	NOUN
fcis-11239	84	50	of	of	ADP
fcis-11239	84	51	network	network	NOUN
fcis-11239	84	52	security	security	NOUN
fcis-11239	84	53	event	event	NOUN
fcis-11239	84	54	monitoring	monitoring	NOUN
fcis-11239	84	55	.	.	PUNCT
fcis-11239	85	1	references	reference	NOUN
fcis-11239	85	2	[	[	X
fcis-11239	85	3	1	1	NUM
fcis-11239	85	4	]	]	X
fcis-11239	85	5	zhong	zhong	PROPN
fcis-11239	85	6	,	,	PUNCT
fcis-11239	85	7	zijia	zijia	PROPN
fcis-11239	85	8	,	,	PUNCT
fcis-11239	85	9	kim	kim	PROPN
fcis-11239	85	10	,	,	PUNCT
fcis-11239	85	11	et	et	NOUN
fcis-11239	85	12	al.low	al.low	NOUN
fcis-11239	85	13	-	-	PUNCT
fcis-11239	85	14	cost	cost	NOUN
fcis-11239	85	15	and	and	CCONJ
fcis-11239	85	16	energy	energy	NOUN
fcis-11239	85	17	-	-	PUNCT
fcis-11239	85	18	saving	save	VERB
fcis-11239	85	19	wireless	wireless	ADJ
fcis-11239	85	20	sensor	sensor	NOUN
fcis-11239	85	21	network	network	NOUN
fcis-11239	85	22	for	for	ADP
fcis-11239	85	23	real	real	ADJ
fcis-11239	85	24	-	-	PUNCT
fcis-11239	85	25	time	time	NOUN
fcis-11239	85	26	urban	urban	ADJ
fcis-11239	85	27	mobility	mobility	NOUN
fcis-11239	85	28	monitoring	monitor	VERB
fcis-11239	85	29	system[j].journal	system[j].journal	ADJ
fcis-11239	85	30	of	of	ADP
fcis-11239	85	31	sensors	sensor	NOUN
fcis-11239	85	32	,	,	PUNCT
fcis-11239	85	33	2015.doi	2015.doi	NUM
fcis-11239	85	34	:	:	PUNCT
fcis-11239	85	35	10.1155/	10.1155/	NUM
fcis-11239	85	36	2015/	2015/	NUM
fcis-11239	85	37	685786	685786	NUM
fcis-11239	85	38	.	.	PUNCT
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fcis-11239	86	2	2	2	NUM
fcis-11239	86	3	]	]	X
fcis-11239	86	4	fernández	fernández	PROPN
fcis-11239	86	5	-	-	PUNCT
fcis-11239	86	6	lozano	lozano	PROPN
fcis-11239	86	7	j.j	j.j	PROPN
fcis-11239	86	8	,	,	PUNCT
fcis-11239	86	9	martín	martín	NOUN
fcis-11239	86	10	-	-	PUNCT
fcis-11239	86	11	guzmán	guzmán	NOUN
fcis-11239	86	12	miguel	miguel	PROPN
fcis-11239	86	13	,	,	PUNCT
fcis-11239	86	14	martín	martín	NOUN
fcis-11239	86	15	-	-	PUNCT
fcis-11239	86	16	ávila	ávila	PROPN
fcis-11239	86	17	juan	juan	PROPN
fcis-11239	86	18	,	,	PUNCT
fcis-11239	86	19	et	et	PROPN
fcis-11239	86	20	al.a	al.a	ADJ
fcis-11239	86	21	wireless	wireless	ADJ
fcis-11239	86	22	sensor	sensor	NOUN
fcis-11239	86	23	network	network	NOUN
fcis-11239	86	24	for	for	ADP
fcis-11239	86	25	urban	urban	ADJ
fcis-11239	86	26	traffic	traffic	NOUN
fcis-11239	86	27	characterization	characterization	NOUN
fcis-11239	86	28	and	and	CCONJ
fcis-11239	86	29	trend	trend	NOUN
fcis-11239	86	30	monitoring[j].sensors	monitoring[j].sensor	NOUN
fcis-11239	86	31	,	,	PUNCT
fcis-11239	86	32	2015	2015	NUM
fcis-11239	86	33	,	,	PUNCT
fcis-11239	86	34	15	15	NUM
fcis-11239	86	35	(	(	PUNCT
fcis-11239	86	36	10):26143	10):26143	NUM
fcis-11239	86	37	-	-	SYM
fcis-11239	86	38	26169.doi:10.3390	26169.doi:10.3390	NUM
fcis-11239	86	39	/	/	SYM
fcis-11239	86	40	s151026143	s151026143	NOUN
fcis-11239	86	41	.	.	PUNCT
fcis-11239	87	1	[	[	X
fcis-11239	87	2	3	3	X
fcis-11239	87	3	]	]	X
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fcis-11239	87	5	b	b	X
fcis-11239	87	6	k	k	X
fcis-11239	87	7	,	,	PUNCT
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fcis-11239	87	11	safety	safety	NOUN
fcis-11239	87	12	network	network	NOUN
fcis-11239	87	13	for	for	ADP
fcis-11239	87	14	long	long	ADJ
fcis-11239	87	15	-	-	PUNCT
fcis-11239	87	16	term	term	NOUN
fcis-11239	87	17	structural	structural	ADJ
fcis-11239	87	18	health	health	NOUN
fcis-11239	87	19	monitoring	monitoring	NOUN
fcis-11239	87	20	of	of	ADP
fcis-11239	87	21	buildings	building	NOUN
fcis-11239	87	22	using	use	VERB
fcis-11239	87	23	convolutional	convolutional	ADJ
fcis-11239	87	24	neural	neural	ADJ
fcis-11239	87	25	network[j].automation	network[j].automation	NOUN
fcis-11239	87	26	in	in	ADP
fcis-11239	87	27	construction	construction	NOUN
fcis-11239	87	28	,	,	PUNCT
fcis-11239	87	29	2022(may	2022(may	NUM
fcis-11239	87	30	):	):	PUNCT
fcis-11239	87	31	137	137	NUM
fcis-11239	87	32	.	.	PUNCT
fcis-11239	88	1	doi	doi	NOUN
fcis-11239	88	2	:	:	PUNCT
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fcis-11239	88	4	/	/	SYM
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fcis-11239	88	6	.	.	PUNCT
fcis-11239	89	1	[	[	X
fcis-11239	89	2	4	4	NUM
fcis-11239	89	3	]	]	X
fcis-11239	89	4	segura	segura	PROPN
fcis-11239	89	5	-	-	PUNCT
fcis-11239	89	6	garcia	garcia	PROPN
fcis-11239	89	7	j	j	PROPN
fcis-11239	89	8	,	,	PUNCT
fcis-11239	89	9	felici	felici	PROPN
fcis-11239	89	10	-	-	PUNCT
fcis-11239	89	11	castell	castell	PROPN
fcis-11239	89	12	s	s	PROPN
fcis-11239	89	13	,	,	PUNCT
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fcis-11239	89	15	-	-	PUNCT
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fcis-11239	89	17	j	j	PROPN
fcis-11239	89	18	j	j	PROPN
fcis-11239	89	19	,	,	PUNCT
fcis-11239	89	20	et	et	NOUN
fcis-11239	89	21	al.lowcost	al.lowcost	AUX
fcis-11239	89	22	alternatives	alternative	NOUN
fcis-11239	89	23	for	for	ADP
fcis-11239	89	24	urban	urban	ADJ
fcis-11239	89	25	noise	noise	NOUN
fcis-11239	89	26	nuisance	nuisance	ADJ
fcis-11239	89	27	monitoring	monitoring	NOUN
fcis-11239	89	28	using	use	VERB
fcis-11239	89	29	wireless	wireless	ADJ
fcis-11239	89	30	sensor	sensor	NOUN
fcis-11239	89	31	networks[j].sensors	networks[j].sensor	NOUN
fcis-11239	89	32	journal	journal	PROPN
fcis-11239	89	33	ieee	ieee	NOUN
fcis-11239	89	34	,	,	PUNCT
fcis-11239	89	35	2015	2015	NUM
fcis-11239	89	36	,	,	PUNCT
fcis-11239	89	37	15(2):836	15(2):836	NOUN
fcis-11239	89	38	-	-	SYM
fcis-11239	89	39	844.doi	844.doi	NUM
fcis-11239	89	40	:	:	PUNCT
fcis-11239	89	41	10.1109/	10.1109/	NUM
fcis-11239	89	42	jsen	jsen	PROPN
fcis-11239	89	43	.	.	PUNCT
fcis-11239	90	1	2014	2014	NUM
fcis-11239	90	2	.	.	PUNCT
fcis-11239	91	1	2356342	2356342	NUM
fcis-11239	91	2	.	.	PUNCT
fcis-11239	92	1	[	[	X
fcis-11239	92	2	5	5	X
fcis-11239	92	3	]	]	PUNCT
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fcis-11239	92	6	,	,	PUNCT
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fcis-11239	92	9	,	,	PUNCT
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fcis-11239	92	13	et	et	PROPN
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fcis-11239	92	16	for	for	ADP
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fcis-11239	92	18	the	the	DET
fcis-11239	92	19	size	size	NOUN
fcis-11239	92	20	of	of	ADP
fcis-11239	92	21	an	an	DET
fcis-11239	92	22	existing	exist	VERB
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fcis-11239	92	24	-	-	PUNCT
fcis-11239	92	25	like	like	ADJ
fcis-11239	92	26	monitoring	monitoring	NOUN
fcis-11239	92	27	network	network	NOUN
fcis-11239	92	28	for	for	ADP
fcis-11239	92	29	retrieving	retrieve	VERB
fcis-11239	92	30	an	an	DET
fcis-11239	92	31	unknown	unknown	ADJ
fcis-11239	92	32	point	point	NOUN
fcis-11239	92	33	source	source	NOUN
fcis-11239	92	34	emission[j].geoscientific	emission[j].geoscientific	PROPN
fcis-11239	92	35	model	model	NOUN
fcis-11239	92	36	development	development	NOUN
fcis-11239	92	37	,	,	PUNCT
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fcis-11239	92	39	/	/	SYM
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fcis-11239	92	41	-	-	PUNCT
fcis-11239	92	42	36872019	36872019	NUM
fcis-11239	92	43	.	.	PUNCT
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fcis-11239	93	2	6	6	NUM
fcis-11239	93	3	]	]	SYM
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fcis-11239	93	6	,	,	PUNCT
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fcis-11239	93	12	,	,	PUNCT
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fcis-11239	93	18	and	and	CCONJ
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fcis-11239	93	27	model	model	NOUN
fcis-11239	93	28	and	and	CCONJ
fcis-11239	93	29	neural	neural	ADJ
fcis-11239	93	30	network	network	NOUN
fcis-11239	93	31	data	data	PROPN
fcis-11239	93	32	calibration	calibration	NOUN
fcis-11239	93	33	algorithm	algorithm	NOUN
fcis-11239	93	34	[	[	X
fcis-11239	93	35	j	j	X
fcis-11239	93	36	]	]	X
fcis-11239	93	37	.	.	PUNCT
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fcis-11239	94	2	,	,	PUNCT
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fcis-11239	94	4	,	,	PUNCT
fcis-11239	94	5	2017:1	2017:1	NUM
fcis-11239	94	6	-	-	PUNCT
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fcis-11239	94	8	.	.	PUNCT
fcis-11239	95	1	[	[	X
fcis-11239	95	2	7	7	NUM
fcis-11239	95	3	]	]	X
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fcis-11239	95	10	location	location	NOUN
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fcis-11239	95	12	technology	technology	NOUN
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fcis-11239	95	14	sensor	sensor	NOUN
fcis-11239	95	15	network	network	NOUN
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fcis-11239	95	17	on	on	ADP
fcis-11239	95	18	internet	internet	NOUN
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fcis-11239	95	21	of	of	ADP
fcis-11239	95	22	web	web	NOUN
fcis-11239	95	23	engineering	engineering	NOUN
fcis-11239	95	24	,	,	PUNCT
fcis-11239	95	25	2021(3):20	2021(3):20	NUM
fcis-11239	95	26	.	.	PUNCT
fcis-11239	96	1	[	[	X
fcis-11239	96	2	8	8	NUM
fcis-11239	96	3	]	]	X
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fcis-11239	96	5	s	s	PROPN
fcis-11239	96	6	,	,	PUNCT
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fcis-11239	96	8	s	s	PROPN
fcis-11239	96	9	,	,	PUNCT
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fcis-11239	96	12	-	-	PUNCT
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fcis-11239	96	14	,	,	PUNCT
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fcis-11239	96	22	in	in	ADP
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fcis-11239	96	25	:	:	PUNCT
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fcis-11239	96	27	traffic	traffic	NOUN
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fcis-11239	96	34	&	&	CCONJ
fcis-11239	96	35	electrical	electrical	ADJ
fcis-11239	96	36	engineering	engineering	NOUN
fcis-11239	96	37	,	,	PUNCT
fcis-11239	96	38	2021	2021	NUM
fcis-11239	96	39	,	,	PUNCT
fcis-11239	96	40	89:106906	89:106906	NUM
fcis-11239	97	1	.	.	PUNCT
fcis-11239	97	2	doi	doi	PROPN
fcis-11239	97	3	:	:	PUNCT
fcis-11239	97	4	10.1016/	10.1016/	NUM
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fcis-11239	97	7	.	.	PUNCT
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fcis-11239	98	2	.	.	PUNCT
fcis-11239	99	1	[	[	X
fcis-11239	99	2	9	9	NUM
fcis-11239	99	3	]	]	X
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fcis-11239	99	5	x	x	PROPN
fcis-11239	99	6	,	,	PUNCT
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fcis-11239	99	8	x	x	PROPN
fcis-11239	99	9	,	,	PUNCT
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fcis-11239	99	12	,	,	PUNCT
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fcis-11239	99	15	-	-	PUNCT
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fcis-11239	99	17	prediction	prediction	NOUN
fcis-11239	99	18	system	system	NOUN
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fcis-11239	99	20	dynamic	dynamic	ADJ
fcis-11239	99	21	people	people	NOUN
fcis-11239	99	22	-	-	PUNCT
fcis-11239	99	23	flow	flow	NOUN
fcis-11239	99	24	in	in	ADP
fcis-11239	99	25	large	large	ADJ
fcis-11239	99	26	urban	urban	ADJ
fcis-11239	99	27	network	network	NOUN
fcis-11239	99	28	using	use	VERB
fcis-11239	99	29	cellular	cellular	ADJ
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fcis-11239	99	31	data[j].journal	data[j].journal	ADJ
fcis-11239	99	32	of	of	ADP
fcis-11239	99	33	advanced	advanced	ADJ
fcis-11239	99	34	transportation	transportation	NOUN
fcis-11239	99	35	,	,	PUNCT
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fcis-11239	99	37	,	,	PUNCT
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fcis-11239	99	39	-	-	SYM
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fcis-11239	99	41	.	.	PUNCT
fcis-11239	100	1	[	[	X
fcis-11239	100	2	10	10	NUM
fcis-11239	100	3	]	]	X
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fcis-11239	100	5	x	x	PROPN
fcis-11239	100	6	,	,	PUNCT
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fcis-11239	100	9	,	,	PUNCT
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fcis-11239	100	15	-	-	PUNCT
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fcis-11239	100	17	prediction	prediction	NOUN
fcis-11239	100	18	system	system	NOUN
fcis-11239	100	19	of	of	ADP
fcis-11239	100	20	dynamic	dynamic	ADJ
fcis-11239	100	21	people	people	NOUN
fcis-11239	100	22	-	-	PUNCT
fcis-11239	100	23	flow	flow	NOUN
fcis-11239	100	24	in	in	ADP
fcis-11239	100	25	large	large	ADJ
fcis-11239	100	26	urban	urban	ADJ
fcis-11239	100	27	network	network	NOUN
fcis-11239	100	28	using	use	VERB
fcis-11239	100	29	cellular	cellular	ADJ
fcis-11239	100	30	probe	probe	NOUN
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fcis-11239	100	32	of	of	ADP
fcis-11239	100	33	advanced	advanced	ADJ
fcis-11239	100	34	transportation	transportation	NOUN
fcis-11239	100	35	,	,	PUNCT
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fcis-11239	100	37	.	.	PUNCT
fcis-11239	101	1	[	[	X
fcis-11239	101	2	11	11	NUM
fcis-11239	101	3	]	]	X
fcis-11239	101	4	hale	hale	PROPN
fcis-11239	101	5	g.gathering	g.gathere	VERB
fcis-11239	101	6	big	big	ADJ
fcis-11239	101	7	data	datum	NOUN
fcis-11239	101	8	analytics	analytic	NOUN
fcis-11239	101	9	through	through	ADP
fcis-11239	101	10	network	network	NOUN
fcis-11239	101	11	monitoring[j].control	monitoring[j].control	PROPN
fcis-11239	101	12	engineering	engineering	PROPN
fcis-11239	101	13	,	,	PUNCT
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fcis-11239	101	15	,	,	PUNCT
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fcis-11239	101	17	-	-	SYM
fcis-11239	101	18	37	37	NUM
fcis-11239	101	19	.	.	PUNCT
fcis-11239	102	1	[	[	X
fcis-11239	102	2	12	12	NUM
fcis-11239	102	3	]	]	X
fcis-11239	102	4	hale	hale	PROPN
fcis-11239	102	5	g.using	g.use	VERB
fcis-11239	102	6	wireless	wireless	NOUN
fcis-11239	102	7	to	to	PART
fcis-11239	102	8	gain	gain	VERB
fcis-11239	102	9	a	a	DET
fcis-11239	102	10	network	network	NOUN
fcis-11239	102	11	and	and	CCONJ
fcis-11239	102	12	data	datum	NOUN
fcis-11239	102	13	monitoring	monitor	VERB
fcis-11239	102	14	edge[j].control	edge[j].control	NOUN
fcis-11239	102	15	engineering	engineering	NOUN
fcis-11239	102	16	,	,	PUNCT
fcis-11239	102	17	2016	2016	NUM
fcis-11239	102	18	,	,	PUNCT
fcis-11239	102	19	63(12):42	63(12):42	NOUN
fcis-11239	102	20	-	-	SYM
fcis-11239	102	21	43	43	NUM
fcis-11239	102	22	.	.	PUNCT