id	sid	tid	token	lemma	pos
ajst-20208	1	1	academic	academic	ADJ
ajst-20208	1	2	journal	journal	NOUN
ajst-20208	1	3	of	of	ADP
ajst-20208	1	4	science	science	NOUN
ajst-20208	1	5	and	and	CCONJ
ajst-20208	1	6	technology	technology	NOUN
ajst-20208	1	7	issn	issn	NOUN
ajst-20208	1	8	:	:	PUNCT
ajst-20208	1	9	2771	2771	NUM
ajst-20208	1	10	-	-	SYM
ajst-20208	1	11	3032	3032	NUM
ajst-20208	1	12	|	|	NOUN
ajst-20208	1	13	vol	vol	NOUN
ajst-20208	1	14	.	.	PROPN
ajst-20208	2	1	10	10	NUM
ajst-20208	2	2	,	,	PUNCT
ajst-20208	2	3	no	no	INTJ
ajst-20208	2	4	.	.	NOUN
ajst-20208	2	5	2	2	NUM
ajst-20208	2	6	,	,	PUNCT
ajst-20208	2	7	2024	2024	NUM
ajst-20208	2	8	153	153	NUM
ajst-20208	2	9	development	development	NOUN
ajst-20208	2	10	status	status	NOUN
ajst-20208	2	11	of	of	ADP
ajst-20208	2	12	intelligent	intelligent	ADJ
ajst-20208	2	13	traffic	traffic	NOUN
ajst-20208	2	14	management	management	NOUN
ajst-20208	2	15	system	system	NOUN
ajst-20208	2	16	rui	rui	PROPN
ajst-20208	2	17	wu1	wu1	PROPN
ajst-20208	2	18	,	,	PUNCT
ajst-20208	2	19	*	*	SYM
ajst-20208	2	20	1	1	NUM
ajst-20208	2	21	school	school	NOUN
ajst-20208	2	22	of	of	ADP
ajst-20208	2	23	traffic	traffic	NOUN
ajst-20208	2	24	&	&	CCONJ
ajst-20208	2	25	transportation	transportation	PROPN
ajst-20208	2	26	,	,	PUNCT
ajst-20208	2	27	chongqing	chongqing	PROPN
ajst-20208	2	28	jiaotong	jiaotong	PROPN
ajst-20208	2	29	university	university	PROPN
ajst-20208	2	30	,	,	PUNCT
ajst-20208	2	31	chongqing	chongqe	VERB
ajst-20208	2	32	400074	400074	NUM
ajst-20208	2	33	,	,	PUNCT
ajst-20208	3	1	p.	p.	PROPN
ajst-20208	3	2	r.	r.	PROPN
ajst-20208	4	1	china	china	PROPN
ajst-20208	4	2	*	*	PUNCT
ajst-20208	4	3	corresponding	correspond	VERB
ajst-20208	4	4	author	author	NOUN
ajst-20208	4	5	abstract	abstract	NOUN
ajst-20208	4	6	:	:	PUNCT
ajst-20208	4	7	the	the	DET
ajst-20208	4	8	intelligent	intelligent	ADJ
ajst-20208	4	9	traffic	traffic	NOUN
ajst-20208	4	10	management	management	NOUN
ajst-20208	4	11	system	system	NOUN
ajst-20208	4	12	is	be	AUX
ajst-20208	4	13	the	the	DET
ajst-20208	4	14	most	most	ADV
ajst-20208	4	15	important	important	ADJ
ajst-20208	4	16	part	part	NOUN
ajst-20208	4	17	of	of	ADP
ajst-20208	4	18	the	the	DET
ajst-20208	4	19	intelligent	intelligent	ADJ
ajst-20208	4	20	traffic	traffic	NOUN
ajst-20208	4	21	system	system	NOUN
ajst-20208	4	22	.	.	PUNCT
ajst-20208	5	1	the	the	DET
ajst-20208	5	2	research	research	NOUN
ajst-20208	5	3	and	and	CCONJ
ajst-20208	5	4	analysis	analysis	NOUN
ajst-20208	5	5	of	of	ADP
ajst-20208	5	6	the	the	DET
ajst-20208	5	7	development	development	NOUN
ajst-20208	5	8	status	status	NOUN
ajst-20208	5	9	of	of	ADP
ajst-20208	5	10	the	the	DET
ajst-20208	5	11	intelligent	intelligent	ADJ
ajst-20208	5	12	traffic	traffic	NOUN
ajst-20208	5	13	management	management	NOUN
ajst-20208	5	14	system	system	NOUN
ajst-20208	5	15	can	can	AUX
ajst-20208	5	16	provide	provide	VERB
ajst-20208	5	17	a	a	DET
ajst-20208	5	18	research	research	NOUN
ajst-20208	5	19	basis	basis	NOUN
ajst-20208	5	20	for	for	ADP
ajst-20208	5	21	its	its	PRON
ajst-20208	5	22	future	future	ADJ
ajst-20208	5	23	development	development	NOUN
ajst-20208	5	24	.	.	PUNCT
ajst-20208	6	1	this	this	DET
ajst-20208	6	2	paper	paper	NOUN
ajst-20208	6	3	studies	study	VERB
ajst-20208	6	4	the	the	DET
ajst-20208	6	5	three	three	NUM
ajst-20208	6	6	subsystems	subsystem	NOUN
ajst-20208	6	7	of	of	ADP
ajst-20208	6	8	the	the	DET
ajst-20208	6	9	intelligent	intelligent	ADJ
ajst-20208	6	10	traffic	traffic	NOUN
ajst-20208	6	11	management	management	NOUN
ajst-20208	6	12	system	system	NOUN
ajst-20208	6	13	:	:	PUNCT
ajst-20208	6	14	the	the	DET
ajst-20208	6	15	intelligent	intelligent	ADJ
ajst-20208	6	16	traffic	traffic	NOUN
ajst-20208	6	17	monitoring	monitoring	NOUN
ajst-20208	6	18	system	system	NOUN
ajst-20208	6	19	,	,	PUNCT
ajst-20208	6	20	the	the	PRON
ajst-20208	6	21	by	by	ADP
ajst-20208	6	22	comparing	compare	VERB
ajst-20208	6	23	the	the	DET
ajst-20208	6	24	research	research	NOUN
ajst-20208	6	25	methods	method	NOUN
ajst-20208	6	26	used	use	VERB
ajst-20208	6	27	by	by	ADP
ajst-20208	6	28	scholars	scholar	NOUN
ajst-20208	6	29	in	in	ADP
ajst-20208	6	30	different	different	ADJ
ajst-20208	6	31	time	time	NOUN
ajst-20208	6	32	periods	period	NOUN
ajst-20208	6	33	for	for	ADP
ajst-20208	6	34	intelligent	intelligent	ADJ
ajst-20208	6	35	information	information	NOUN
ajst-20208	6	36	service	service	NOUN
ajst-20208	6	37	systems	system	NOUN
ajst-20208	6	38	and	and	CCONJ
ajst-20208	6	39	signal	signal	PROPN
ajst-20208	6	40	control	control	NOUN
ajst-20208	6	41	systems	system	NOUN
ajst-20208	6	42	,	,	PUNCT
ajst-20208	6	43	it	it	PRON
ajst-20208	6	44	is	be	AUX
ajst-20208	6	45	found	find	VERB
ajst-20208	6	46	that	that	SCONJ
ajst-20208	6	47	with	with	ADP
ajst-20208	6	48	the	the	DET
ajst-20208	6	49	application	application	NOUN
ajst-20208	6	50	of	of	ADP
ajst-20208	6	51	technologies	technology	NOUN
ajst-20208	6	52	such	such	ADJ
ajst-20208	6	53	as	as	ADP
ajst-20208	6	54	the	the	DET
ajst-20208	6	55	internet	internet	NOUN
ajst-20208	6	56	of	of	ADP
ajst-20208	6	57	vehicles	vehicle	NOUN
ajst-20208	6	58	,	,	PUNCT
ajst-20208	6	59	big	big	ADJ
ajst-20208	6	60	data	datum	NOUN
ajst-20208	6	61	,	,	PUNCT
ajst-20208	6	62	internet	internet	NOUN
ajst-20208	6	63	of	of	ADP
ajst-20208	6	64	things	thing	NOUN
ajst-20208	6	65	,	,	PUNCT
ajst-20208	6	66	and	and	CCONJ
ajst-20208	6	67	deep	deep	ADJ
ajst-20208	6	68	learning	learning	NOUN
ajst-20208	6	69	,	,	PUNCT
ajst-20208	6	70	the	the	DET
ajst-20208	6	71	level	level	NOUN
ajst-20208	6	72	of	of	ADP
ajst-20208	6	73	intelligent	intelligent	ADJ
ajst-20208	6	74	traffic	traffic	NOUN
ajst-20208	6	75	management	management	NOUN
ajst-20208	6	76	system	system	NOUN
ajst-20208	6	77	management	management	NOUN
ajst-20208	6	78	is	be	AUX
ajst-20208	6	79	constantly	constantly	ADV
ajst-20208	6	80	rising	rise	VERB
ajst-20208	6	81	.	.	PUNCT
ajst-20208	7	1	keywords	keyword	NOUN
ajst-20208	7	2	:	:	PUNCT
ajst-20208	7	3	intelligent	intelligent	ADJ
ajst-20208	7	4	traffic	traffic	NOUN
ajst-20208	7	5	management	management	NOUN
ajst-20208	7	6	system	system	NOUN
ajst-20208	7	7	;	;	PUNCT
ajst-20208	7	8	monitoring	monitor	VERB
ajst-20208	7	9	system	system	NOUN
ajst-20208	7	10	;	;	PUNCT
ajst-20208	7	11	information	information	NOUN
ajst-20208	7	12	service	service	NOUN
ajst-20208	7	13	system	system	NOUN
ajst-20208	7	14	;	;	PUNCT
ajst-20208	7	15	signal	signal	NOUN
ajst-20208	7	16	control	control	NOUN
ajst-20208	7	17	system	system	NOUN
ajst-20208	7	18	.	.	PUNCT
ajst-20208	8	1	1	1	X
ajst-20208	8	2	.	.	X
ajst-20208	8	3	introduction	introduction	NOUN
ajst-20208	8	4	with	with	ADP
ajst-20208	8	5	the	the	DET
ajst-20208	8	6	rapid	rapid	ADJ
ajst-20208	8	7	development	development	NOUN
ajst-20208	8	8	of	of	ADP
ajst-20208	8	9	urbanization	urbanization	NOUN
ajst-20208	8	10	,	,	PUNCT
ajst-20208	8	11	urban	urban	ADJ
ajst-20208	8	12	road	road	NOUN
ajst-20208	8	13	traffic	traffic	NOUN
ajst-20208	8	14	problems	problem	NOUN
ajst-20208	8	15	are	be	AUX
ajst-20208	8	16	becoming	become	VERB
ajst-20208	8	17	more	more	ADV
ajst-20208	8	18	and	and	CCONJ
ajst-20208	8	19	more	more	ADV
ajst-20208	8	20	serious	serious	ADJ
ajst-20208	8	21	.	.	PUNCT
ajst-20208	9	1	traditional	traditional	ADJ
ajst-20208	9	2	traffic	traffic	NOUN
ajst-20208	9	3	management	management	NOUN
ajst-20208	9	4	methods	method	NOUN
ajst-20208	9	5	are	be	AUX
ajst-20208	9	6	no	no	ADV
ajst-20208	9	7	longer	long	ADV
ajst-20208	9	8	able	able	ADJ
ajst-20208	9	9	to	to	PART
ajst-20208	9	10	meet	meet	VERB
ajst-20208	9	11	the	the	DET
ajst-20208	9	12	complex	complex	ADJ
ajst-20208	9	13	and	and	CCONJ
ajst-20208	9	14	changeable	changeable	ADJ
ajst-20208	9	15	traffic	traffic	NOUN
ajst-20208	9	16	demands	demand	NOUN
ajst-20208	9	17	.	.	PUNCT
ajst-20208	10	1	intelligent	intelligent	ADJ
ajst-20208	10	2	traffic	traffic	NOUN
ajst-20208	10	3	management	management	NOUN
ajst-20208	10	4	has	have	AUX
ajst-20208	10	5	become	become	VERB
ajst-20208	10	6	an	an	DET
ajst-20208	10	7	important	important	ADJ
ajst-20208	10	8	means	mean	NOUN
ajst-20208	10	9	for	for	SCONJ
ajst-20208	10	10	cities	city	NOUN
ajst-20208	10	11	to	to	PART
ajst-20208	10	12	solve	solve	VERB
ajst-20208	10	13	urban	urban	ADJ
ajst-20208	10	14	traffic	traffic	NOUN
ajst-20208	10	15	problems	problem	NOUN
ajst-20208	10	16	.	.	PUNCT
ajst-20208	11	1	intelligent	intelligent	ADJ
ajst-20208	11	2	traffic	traffic	NOUN
ajst-20208	11	3	management	management	NOUN
ajst-20208	11	4	system	system	NOUN
ajst-20208	11	5	uses	use	VERB
ajst-20208	11	6	advanced	advanced	ADJ
ajst-20208	11	7	communication	communication	NOUN
ajst-20208	11	8	and	and	CCONJ
ajst-20208	11	9	computer	computer	NOUN
ajst-20208	11	10	technology	technology	NOUN
ajst-20208	11	11	to	to	PART
ajst-20208	11	12	realize	realize	VERB
ajst-20208	11	13	a	a	DET
ajst-20208	11	14	series	series	NOUN
ajst-20208	11	15	of	of	ADP
ajst-20208	11	16	efficient	efficient	ADJ
ajst-20208	11	17	and	and	CCONJ
ajst-20208	11	18	intelligent	intelligent	ADJ
ajst-20208	11	19	management	management	NOUN
ajst-20208	11	20	of	of	ADP
ajst-20208	11	21	real	real	ADJ
ajst-20208	11	22	-	-	PUNCT
ajst-20208	11	23	time	time	NOUN
ajst-20208	11	24	traffic	traffic	NOUN
ajst-20208	11	25	monitoring	monitoring	NOUN
ajst-20208	11	26	,	,	PUNCT
ajst-20208	11	27	traffic	traffic	NOUN
ajst-20208	11	28	signal	signal	PROPN
ajst-20208	11	29	control	control	NOUN
ajst-20208	11	30	,	,	PUNCT
ajst-20208	11	31	traffic	traffic	NOUN
ajst-20208	11	32	guidance	guidance	NOUN
ajst-20208	11	33	,	,	PUNCT
ajst-20208	11	34	traffic	traffic	NOUN
ajst-20208	11	35	optimization	optimization	NOUN
ajst-20208	11	36	analysis	analysis	NOUN
ajst-20208	11	37	,	,	PUNCT
ajst-20208	11	38	etc	etc	X
ajst-20208	11	39	.	.	X
ajst-20208	12	1	it	it	PRON
ajst-20208	12	2	is	be	AUX
ajst-20208	12	3	a	a	DET
ajst-20208	12	4	necessary	necessary	ADJ
ajst-20208	12	5	tool	tool	NOUN
ajst-20208	12	6	for	for	ADP
ajst-20208	12	7	future	future	ADJ
ajst-20208	12	8	urban	urban	ADJ
ajst-20208	12	9	traffic	traffic	NOUN
ajst-20208	12	10	management	management	NOUN
ajst-20208	12	11	,	,	PUNCT
ajst-20208	12	12	and	and	CCONJ
ajst-20208	12	13	it	it	PRON
ajst-20208	12	14	is	be	AUX
ajst-20208	12	15	also	also	ADV
ajst-20208	12	16	a	a	DET
ajst-20208	12	17	hot	hot	ADJ
ajst-20208	12	18	spot	spot	NOUN
ajst-20208	12	19	for	for	ADP
ajst-20208	12	20	scholars	scholar	NOUN
ajst-20208	12	21	and	and	CCONJ
ajst-20208	12	22	technicians	technician	NOUN
ajst-20208	12	23	.	.	PUNCT
ajst-20208	13	1	2	2	X
ajst-20208	13	2	.	.	X
ajst-20208	13	3	concept	concept	NOUN
ajst-20208	13	4	and	and	CCONJ
ajst-20208	13	5	function	function	NOUN
ajst-20208	13	6	of	of	ADP
ajst-20208	13	7	intelligent	intelligent	ADJ
ajst-20208	13	8	traffic	traffic	NOUN
ajst-20208	13	9	management	management	NOUN
ajst-20208	13	10	system	system	NOUN
ajst-20208	13	11	2.1	2.1	NUM
ajst-20208	13	12	.	.	PUNCT
ajst-20208	14	1	intelligent	intelligent	ADJ
ajst-20208	14	2	traffic	traffic	NOUN
ajst-20208	14	3	management	management	NOUN
ajst-20208	14	4	system	system	NOUN
ajst-20208	14	5	concept	concept	VERB
ajst-20208	14	6	intelligent	intelligent	ADJ
ajst-20208	14	7	traffic	traffic	NOUN
ajst-20208	14	8	management	management	NOUN
ajst-20208	14	9	system	system	NOUN
ajst-20208	14	10	refers	refer	VERB
ajst-20208	14	11	to	to	ADP
ajst-20208	14	12	the	the	DET
ajst-20208	14	13	use	use	NOUN
ajst-20208	14	14	of	of	ADP
ajst-20208	14	15	intelligent	intelligent	ADJ
ajst-20208	14	16	traffic	traffic	NOUN
ajst-20208	14	17	system	system	NOUN
ajst-20208	14	18	technology	technology	NOUN
ajst-20208	14	19	and	and	CCONJ
ajst-20208	14	20	methods	method	NOUN
ajst-20208	14	21	to	to	PART
ajst-20208	14	22	establish	establish	VERB
ajst-20208	14	23	an	an	DET
ajst-20208	14	24	advanced	advanced	ADJ
ajst-20208	14	25	traffic	traffic	NOUN
ajst-20208	14	26	control	control	NOUN
ajst-20208	14	27	,	,	PUNCT
ajst-20208	14	28	traffic	traffic	NOUN
ajst-20208	14	29	management	management	NOUN
ajst-20208	14	30	and	and	CCONJ
ajst-20208	14	31	traffic	traffic	NOUN
ajst-20208	14	32	decision	decision	NOUN
ajst-20208	14	33	-	-	PUNCT
ajst-20208	14	34	making	make	VERB
ajst-20208	14	35	system	system	NOUN
ajst-20208	14	36	for	for	ADP
ajst-20208	14	37	traffic	traffic	NOUN
ajst-20208	14	38	management	management	NOUN
ajst-20208	14	39	departments	department	NOUN
ajst-20208	14	40	.	.	PUNCT
ajst-20208	15	1	intelligent	intelligent	ADJ
ajst-20208	15	2	traffic	traffic	NOUN
ajst-20208	15	3	management	management	NOUN
ajst-20208	15	4	system	system	NOUN
ajst-20208	15	5	is	be	AUX
ajst-20208	15	6	the	the	DET
ajst-20208	15	7	most	most	ADV
ajst-20208	15	8	important	important	ADJ
ajst-20208	15	9	part	part	NOUN
ajst-20208	15	10	of	of	ADP
ajst-20208	15	11	intelligent	intelligent	ADJ
ajst-20208	15	12	transportation	transportation	NOUN
ajst-20208	15	13	system	system	NOUN
ajst-20208	15	14	,	,	PUNCT
ajst-20208	15	15	and	and	CCONJ
ajst-20208	15	16	also	also	ADV
ajst-20208	15	17	the	the	DET
ajst-20208	15	18	important	important	ADJ
ajst-20208	15	19	basic	basic	ADJ
ajst-20208	15	20	part	part	NOUN
ajst-20208	15	21	of	of	ADP
ajst-20208	15	22	urban	urban	ADJ
ajst-20208	15	23	intelligent	intelligent	ADJ
ajst-20208	15	24	transportation	transportation	NOUN
ajst-20208	15	25	system	system	NOUN
ajst-20208	15	26	.	.	PUNCT
ajst-20208	16	1	since	since	SCONJ
ajst-20208	16	2	the	the	DET
ajst-20208	16	3	world	world	NOUN
ajst-20208	16	4	's	's	PART
ajst-20208	16	5	major	major	ADJ
ajst-20208	16	6	cities	city	NOUN
ajst-20208	16	7	began	begin	VERB
ajst-20208	16	8	to	to	PART
ajst-20208	16	9	build	build	VERB
ajst-20208	16	10	networked	networked	ADJ
ajst-20208	16	11	signal	signal	NOUN
ajst-20208	16	12	control	control	NOUN
ajst-20208	16	13	systems	system	NOUN
ajst-20208	16	14	in	in	ADP
ajst-20208	16	15	the	the	DET
ajst-20208	16	16	1970s	1970	NOUN
ajst-20208	16	17	,	,	PUNCT
ajst-20208	16	18	many	many	ADJ
ajst-20208	16	19	large	large	ADJ
ajst-20208	16	20	and	and	CCONJ
ajst-20208	16	21	medium	medium	ADJ
ajst-20208	16	22	-	-	PUNCT
ajst-20208	16	23	sized	sized	ADJ
ajst-20208	16	24	cities	city	NOUN
ajst-20208	16	25	have	have	AUX
ajst-20208	16	26	formed	form	VERB
ajst-20208	16	27	an	an	DET
ajst-20208	16	28	urban	urban	ADJ
ajst-20208	16	29	intelligent	intelligent	ADJ
ajst-20208	16	30	transportation	transportation	NOUN
ajst-20208	16	31	integrated	integrate	VERB
ajst-20208	16	32	management	management	NOUN
ajst-20208	16	33	system	system	NOUN
ajst-20208	16	34	with	with	ADP
ajst-20208	16	35	signal	signal	NOUN
ajst-20208	16	36	control	control	NOUN
ajst-20208	16	37	system	system	NOUN
ajst-20208	16	38	as	as	ADP
ajst-20208	16	39	the	the	DET
ajst-20208	16	40	core	core	NOUN
ajst-20208	16	41	.	.	PUNCT
ajst-20208	17	1	meanwhile	meanwhile	ADV
ajst-20208	17	2	,	,	PUNCT
ajst-20208	17	3	countries	country	NOUN
ajst-20208	17	4	and	and	CCONJ
ajst-20208	17	5	regions	region	NOUN
ajst-20208	17	6	with	with	ADP
ajst-20208	17	7	relatively	relatively	ADV
ajst-20208	17	8	developed	develop	VERB
ajst-20208	17	9	expressways	expressway	NOUN
ajst-20208	17	10	have	have	AUX
ajst-20208	17	11	also	also	ADV
ajst-20208	17	12	formed	form	VERB
ajst-20208	17	13	intelligent	intelligent	ADJ
ajst-20208	17	14	traffic	traffic	NOUN
ajst-20208	17	15	management	management	NOUN
ajst-20208	17	16	systems	system	NOUN
ajst-20208	17	17	covering	cover	VERB
ajst-20208	17	18	expressways	expressway	NOUN
ajst-20208	17	19	.	.	PUNCT
ajst-20208	18	1	faced	face	VERB
ajst-20208	18	2	with	with	ADP
ajst-20208	18	3	problems	problem	NOUN
ajst-20208	18	4	such	such	ADJ
ajst-20208	18	5	as	as	ADP
ajst-20208	18	6	large	large	ADJ
ajst-20208	18	7	traffic	traffic	NOUN
ajst-20208	18	8	scale	scale	NOUN
ajst-20208	18	9	,	,	PUNCT
ajst-20208	18	10	diverse	diverse	ADJ
ajst-20208	18	11	transportation	transportation	NOUN
ajst-20208	18	12	modes	mode	NOUN
ajst-20208	18	13	,	,	PUNCT
ajst-20208	18	14	and	and	CCONJ
ajst-20208	18	15	traffic	traffic	NOUN
ajst-20208	18	16	congestion	congestion	NOUN
ajst-20208	18	17	,	,	PUNCT
ajst-20208	18	18	traditional	traditional	ADJ
ajst-20208	18	19	manual	manual	ADJ
ajst-20208	18	20	traffic	traffic	NOUN
ajst-20208	18	21	management	management	NOUN
ajst-20208	18	22	is	be	AUX
ajst-20208	18	23	bound	bind	VERB
ajst-20208	18	24	to	to	PART
ajst-20208	18	25	fail	fail	VERB
ajst-20208	18	26	to	to	PART
ajst-20208	18	27	meet	meet	VERB
ajst-20208	18	28	functional	functional	ADJ
ajst-20208	18	29	requirements	requirement	NOUN
ajst-20208	18	30	.	.	PUNCT
ajst-20208	19	1	with	with	ADP
ajst-20208	19	2	the	the	DET
ajst-20208	19	3	development	development	NOUN
ajst-20208	19	4	of	of	ADP
ajst-20208	19	5	communication	communication	NOUN
ajst-20208	19	6	technology	technology	NOUN
ajst-20208	19	7	and	and	CCONJ
ajst-20208	19	8	computer	computer	NOUN
ajst-20208	19	9	technology	technology	NOUN
ajst-20208	19	10	,	,	PUNCT
ajst-20208	19	11	intelligent	intelligent	ADJ
ajst-20208	19	12	traffic	traffic	NOUN
ajst-20208	19	13	management	management	NOUN
ajst-20208	19	14	system	system	NOUN
ajst-20208	19	15	is	be	AUX
ajst-20208	19	16	the	the	DET
ajst-20208	19	17	development	development	NOUN
ajst-20208	19	18	trend	trend	NOUN
ajst-20208	19	19	of	of	ADP
ajst-20208	19	20	traffic	traffic	NOUN
ajst-20208	19	21	management	management	NOUN
ajst-20208	19	22	.	.	PUNCT
ajst-20208	20	1	2.2	2.2	NUM
ajst-20208	20	2	.	.	PUNCT
ajst-20208	20	3	basic	basic	ADJ
ajst-20208	20	4	functions	function	NOUN
ajst-20208	20	5	1	1	NUM
ajst-20208	20	6	)	)	PUNCT
ajst-20208	20	7	integrate	integrate	VERB
ajst-20208	20	8	traffic	traffic	NOUN
ajst-20208	20	9	information	information	NOUN
ajst-20208	20	10	from	from	ADP
ajst-20208	20	11	different	different	ADJ
ajst-20208	20	12	channels	channel	NOUN
ajst-20208	20	13	information	information	NOUN
ajst-20208	20	14	is	be	AUX
ajst-20208	20	15	the	the	DET
ajst-20208	20	16	foundation	foundation	NOUN
ajst-20208	20	17	of	of	ADP
ajst-20208	20	18	a	a	DET
ajst-20208	20	19	complete	complete	ADJ
ajst-20208	20	20	and	and	CCONJ
ajst-20208	20	21	efficient	efficient	ADJ
ajst-20208	20	22	traffic	traffic	NOUN
ajst-20208	20	23	management	management	NOUN
ajst-20208	20	24	system	system	NOUN
ajst-20208	20	25	,	,	PUNCT
ajst-20208	20	26	and	and	CCONJ
ajst-20208	20	27	it	it	PRON
ajst-20208	20	28	is	be	AUX
ajst-20208	20	29	a	a	DET
ajst-20208	20	30	powerful	powerful	ADJ
ajst-20208	20	31	means	mean	NOUN
ajst-20208	20	32	for	for	ADP
ajst-20208	20	33	traffic	traffic	NOUN
ajst-20208	20	34	management	management	NOUN
ajst-20208	20	35	system	system	NOUN
ajst-20208	20	36	to	to	PART
ajst-20208	20	37	analyze	analyze	VERB
ajst-20208	20	38	and	and	CCONJ
ajst-20208	20	39	judge	judge	VERB
ajst-20208	20	40	road	road	NOUN
ajst-20208	20	41	conditions	condition	NOUN
ajst-20208	20	42	and	and	CCONJ
ajst-20208	20	43	implement	implement	VERB
ajst-20208	20	44	road	road	NOUN
ajst-20208	20	45	traffic	traffic	NOUN
ajst-20208	20	46	control	control	NOUN
ajst-20208	20	47	and	and	CCONJ
ajst-20208	20	48	control	control	NOUN
ajst-20208	20	49	.	.	PUNCT
ajst-20208	21	1	therefore	therefore	ADV
ajst-20208	21	2	,	,	PUNCT
ajst-20208	21	3	in	in	ADP
ajst-20208	21	4	order	order	NOUN
ajst-20208	21	5	to	to	PART
ajst-20208	21	6	accurately	accurately	ADV
ajst-20208	21	7	obtain	obtain	VERB
ajst-20208	21	8	various	various	ADJ
ajst-20208	21	9	types	type	NOUN
ajst-20208	21	10	of	of	ADP
ajst-20208	21	11	realtime	realtime	NOUN
ajst-20208	21	12	traffic	traffic	NOUN
ajst-20208	21	13	information	information	NOUN
ajst-20208	21	14	,	,	PUNCT
ajst-20208	21	15	it	it	PRON
ajst-20208	21	16	is	be	AUX
ajst-20208	21	17	necessary	necessary	ADJ
ajst-20208	21	18	to	to	PART
ajst-20208	21	19	establish	establish	VERB
ajst-20208	21	20	a	a	DET
ajst-20208	21	21	sharing	sharing	NOUN
ajst-20208	21	22	system	system	NOUN
ajst-20208	21	23	(	(	PUNCT
ajst-20208	21	24	data	data	NOUN
ajst-20208	21	25	warehouse	warehouse	NOUN
ajst-20208	21	26	)	)	PUNCT
ajst-20208	21	27	that	that	PRON
ajst-20208	21	28	can	can	AUX
ajst-20208	21	29	collect	collect	VERB
ajst-20208	21	30	and	and	CCONJ
ajst-20208	21	31	store	store	VERB
ajst-20208	21	32	these	these	DET
ajst-20208	21	33	information	information	NOUN
ajst-20208	21	34	.	.	PUNCT
ajst-20208	22	1	2	2	X
ajst-20208	22	2	)	)	PUNCT
ajst-20208	22	3	release	release	VERB
ajst-20208	22	4	various	various	ADJ
ajst-20208	22	5	traffic	traffic	NOUN
ajst-20208	22	6	information	information	NOUN
ajst-20208	22	7	timely	timely	ADJ
ajst-20208	22	8	and	and	CCONJ
ajst-20208	22	9	accurate	accurate	ADJ
ajst-20208	22	10	release	release	NOUN
ajst-20208	22	11	of	of	ADP
ajst-20208	22	12	traffic	traffic	NOUN
ajst-20208	22	13	information	information	NOUN
ajst-20208	22	14	to	to	ADP
ajst-20208	22	15	traffic	traffic	NOUN
ajst-20208	22	16	participants	participant	NOUN
ajst-20208	22	17	(	(	PUNCT
ajst-20208	22	18	including	include	VERB
ajst-20208	22	19	pedestrians	pedestrian	NOUN
ajst-20208	22	20	,	,	PUNCT
ajst-20208	22	21	drivers	driver	NOUN
ajst-20208	22	22	,	,	PUNCT
ajst-20208	22	23	traffic	traffic	NOUN
ajst-20208	22	24	management	management	NOUN
ajst-20208	22	25	personnel	personnel	NOUN
ajst-20208	22	26	,	,	PUNCT
ajst-20208	22	27	etc	etc	X
ajst-20208	22	28	.	.	X
ajst-20208	22	29	)	)	PUNCT
ajst-20208	22	30	,	,	PUNCT
ajst-20208	22	31	system	system	NOUN
ajst-20208	22	32	management	management	NOUN
ajst-20208	22	33	personnel	personnel	NOUN
ajst-20208	22	34	and	and	CCONJ
ajst-20208	22	35	other	other	ADJ
ajst-20208	22	36	third	third	ADJ
ajst-20208	22	37	parties	party	NOUN
ajst-20208	22	38	(	(	PUNCT
ajst-20208	22	39	including	include	VERB
ajst-20208	22	40	public	public	ADJ
ajst-20208	22	41	security	security	NOUN
ajst-20208	22	42	,	,	PUNCT
ajst-20208	22	43	fire	fire	NOUN
ajst-20208	22	44	,	,	PUNCT
ajst-20208	22	45	medical	medical	ADJ
ajst-20208	22	46	,	,	PUNCT
ajst-20208	22	47	municipal	municipal	ADJ
ajst-20208	22	48	,	,	PUNCT
ajst-20208	22	49	etc	etc	X
ajst-20208	22	50	.	.	X
ajst-20208	22	51	)	)	PUNCT
ajst-20208	22	52	is	be	AUX
ajst-20208	22	53	one	one	NUM
ajst-20208	22	54	of	of	ADP
ajst-20208	22	55	the	the	DET
ajst-20208	22	56	main	main	ADJ
ajst-20208	22	57	purposes	purpose	NOUN
ajst-20208	22	58	of	of	ADP
ajst-20208	22	59	establishing	establish	VERB
ajst-20208	22	60	an	an	DET
ajst-20208	22	61	intelligent	intelligent	ADJ
ajst-20208	22	62	traffic	traffic	NOUN
ajst-20208	22	63	management	management	NOUN
ajst-20208	22	64	system	system	NOUN
ajst-20208	22	65	.	.	PUNCT
ajst-20208	23	1	the	the	DET
ajst-20208	23	2	above	above	ADV
ajst-20208	23	3	-	-	PUNCT
ajst-20208	23	4	mentioned	mention	VERB
ajst-20208	23	5	departments	department	NOUN
ajst-20208	23	6	or	or	CCONJ
ajst-20208	23	7	personnel	personnel	NOUN
ajst-20208	23	8	use	use	VERB
ajst-20208	23	9	relevant	relevant	ADJ
ajst-20208	23	10	information	information	NOUN
ajst-20208	23	11	and	and	CCONJ
ajst-20208	23	12	data	datum	NOUN
ajst-20208	23	13	to	to	PART
ajst-20208	23	14	cope	cope	VERB
ajst-20208	23	15	with	with	ADP
ajst-20208	23	16	various	various	ADJ
ajst-20208	23	17	traffic	traffic	NOUN
ajst-20208	23	18	situations	situation	NOUN
ajst-20208	23	19	.	.	PUNCT
ajst-20208	24	1	adopt	adopt	VERB
ajst-20208	24	2	corresponding	correspond	VERB
ajst-20208	24	3	strategies	strategy	NOUN
ajst-20208	24	4	to	to	PART
ajst-20208	24	5	manage	manage	VERB
ajst-20208	24	6	their	their	PRON
ajst-20208	24	7	own	own	ADJ
ajst-20208	24	8	traffic	traffic	NOUN
ajst-20208	24	9	behavior	behavior	NOUN
ajst-20208	24	10	,	,	PUNCT
ajst-20208	24	11	and	and	CCONJ
ajst-20208	24	12	then	then	ADV
ajst-20208	24	13	improve	improve	VERB
ajst-20208	24	14	the	the	DET
ajst-20208	24	15	operation	operation	NOUN
ajst-20208	24	16	of	of	ADP
ajst-20208	24	17	the	the	DET
ajst-20208	24	18	whole	whole	ADJ
ajst-20208	24	19	traffic	traffic	NOUN
ajst-20208	24	20	management	management	NOUN
ajst-20208	24	21	system	system	NOUN
ajst-20208	24	22	.	.	PUNCT
ajst-20208	25	1	3	3	X
ajst-20208	25	2	)	)	PUNCT
ajst-20208	25	3	intelligent	intelligent	ADJ
ajst-20208	25	4	traffic	traffic	NOUN
ajst-20208	25	5	incident	incident	NOUN
ajst-20208	25	6	detection	detection	NOUN
ajst-20208	25	7	using	use	VERB
ajst-20208	25	8	the	the	DET
ajst-20208	25	9	achievements	achievement	NOUN
ajst-20208	25	10	of	of	ADP
ajst-20208	25	11	artificial	artificial	ADJ
ajst-20208	25	12	intelligence	intelligence	NOUN
ajst-20208	25	13	,	,	PUNCT
ajst-20208	25	14	machine	machine	NOUN
ajst-20208	25	15	vision	vision	NOUN
ajst-20208	25	16	and	and	CCONJ
ajst-20208	25	17	image	image	NOUN
ajst-20208	25	18	processing	processing	NOUN
ajst-20208	25	19	with	with	ADP
ajst-20208	25	20	considerable	considerable	ADJ
ajst-20208	25	21	development	development	NOUN
ajst-20208	25	22	trend	trend	NOUN
ajst-20208	25	23	,	,	PUNCT
ajst-20208	25	24	it	it	PRON
ajst-20208	25	25	can	can	AUX
ajst-20208	25	26	automatically	automatically	ADV
ajst-20208	25	27	realize	realize	VERB
ajst-20208	25	28	traffic	traffic	NOUN
ajst-20208	25	29	jam	jam	NOUN
ajst-20208	25	30	detection	detection	NOUN
ajst-20208	25	31	,	,	PUNCT
ajst-20208	25	32	parking	parking	NOUN
ajst-20208	25	33	detection	detection	NOUN
ajst-20208	25	34	,	,	PUNCT
ajst-20208	25	35	retrograde	retrograde	ADJ
ajst-20208	25	36	detection	detection	NOUN
ajst-20208	25	37	,	,	PUNCT
ajst-20208	25	38	pedestrian	pedestrian	NOUN
ajst-20208	25	39	intrusion	intrusion	NOUN
ajst-20208	25	40	detection	detection	NOUN
ajst-20208	25	41	,	,	PUNCT
ajst-20208	25	42	spill	spill	NOUN
ajst-20208	25	43	detection	detection	NOUN
ajst-20208	25	44	,	,	PUNCT
ajst-20208	25	45	smoke	smoke	NOUN
ajst-20208	25	46	detection	detection	NOUN
ajst-20208	25	47	,	,	PUNCT
ajst-20208	25	48	illegal	illegal	ADJ
ajst-20208	25	49	line	line	NOUN
ajst-20208	25	50	integration	integration	NOUN
ajst-20208	25	51	detection	detection	NOUN
ajst-20208	25	52	,	,	PUNCT
ajst-20208	25	53	illegal	illegal	ADJ
ajst-20208	25	54	u	u	NOUN
ajst-20208	25	55	-	-	ADJ
ajst-20208	25	56	turn	turn	NOUN
ajst-20208	25	57	detection	detection	NOUN
ajst-20208	25	58	and	and	CCONJ
ajst-20208	25	59	other	other	ADJ
ajst-20208	25	60	events	event	NOUN
ajst-20208	25	61	.	.	PUNCT
ajst-20208	26	1	finally	finally	ADV
ajst-20208	26	2	assist	assist	VERB
ajst-20208	26	3	managers	manager	NOUN
ajst-20208	26	4	to	to	PART
ajst-20208	26	5	make	make	VERB
ajst-20208	26	6	decisions	decision	NOUN
ajst-20208	26	7	and	and	CCONJ
ajst-20208	26	8	relieve	relieve	VERB
ajst-20208	26	9	traffic	traffic	NOUN
ajst-20208	26	10	pressure	pressure	NOUN
ajst-20208	26	11	.	.	PUNCT
ajst-20208	27	1	3	3	X
ajst-20208	27	2	.	.	X
ajst-20208	27	3	intelligent	intelligent	ADJ
ajst-20208	27	4	traffic	traffic	NOUN
ajst-20208	27	5	management	management	NOUN
ajst-20208	27	6	system	system	NOUN
ajst-20208	27	7	subsystem	subsystem	NOUN
ajst-20208	27	8	intelligent	intelligent	ADJ
ajst-20208	27	9	traffic	traffic	NOUN
ajst-20208	27	10	management	management	NOUN
ajst-20208	27	11	system	system	NOUN
ajst-20208	27	12	is	be	AUX
ajst-20208	27	13	a	a	DET
ajst-20208	27	14	system	system	NOUN
ajst-20208	27	15	system	system	NOUN
ajst-20208	27	16	composed	compose	VERB
ajst-20208	27	17	of	of	ADP
ajst-20208	27	18	multiple	multiple	ADJ
ajst-20208	27	19	subsystems	subsystem	NOUN
ajst-20208	27	20	,	,	PUNCT
ajst-20208	27	21	including	include	VERB
ajst-20208	27	22	road	road	NOUN
ajst-20208	27	23	transport	transport	NOUN
ajst-20208	27	24	monitoring	monitoring	NOUN
ajst-20208	27	25	system	system	NOUN
ajst-20208	27	26	,	,	PUNCT
ajst-20208	27	27	information	information	NOUN
ajst-20208	27	28	release	release	NOUN
ajst-20208	27	29	system	system	NOUN
ajst-20208	27	30	,	,	PUNCT
ajst-20208	27	31	signal	signal	NOUN
ajst-20208	27	32	control	control	NOUN
ajst-20208	27	33	system	system	NOUN
ajst-20208	27	34	,	,	PUNCT
ajst-20208	27	35	etc	etc	X
ajst-20208	27	36	.	.	X
ajst-20208	27	37	,	,	PUNCT
ajst-20208	27	38	through	through	ADP
ajst-20208	27	39	the	the	DET
ajst-20208	27	40	system	system	NOUN
ajst-20208	27	41	to	to	PART
ajst-20208	27	42	achieve	achieve	VERB
ajst-20208	27	43	real	real	ADJ
ajst-20208	27	44	-	-	PUNCT
ajst-20208	27	45	time	time	NOUN
ajst-20208	27	46	traffic	traffic	NOUN
ajst-20208	27	47	flow	flow	NOUN
ajst-20208	27	48	monitoring	monitoring	NOUN
ajst-20208	27	49	,	,	PUNCT
ajst-20208	27	50	traffic	traffic	NOUN
ajst-20208	27	51	signal	signal	NOUN
ajst-20208	27	52	priority	priority	NOUN
ajst-20208	27	53	control	control	NOUN
ajst-20208	27	54	,	,	PUNCT
ajst-20208	27	55	guiding	guide	VERB
ajst-20208	27	56	the	the	DET
ajst-20208	27	57	154	154	NUM
ajst-20208	27	58	role	role	NOUN
ajst-20208	27	59	of	of	ADP
ajst-20208	27	60	vehicles	vehicle	NOUN
ajst-20208	27	61	,	,	PUNCT
ajst-20208	27	62	the	the	DET
ajst-20208	27	63	ultimate	ultimate	ADJ
ajst-20208	27	64	goal	goal	NOUN
ajst-20208	27	65	is	be	AUX
ajst-20208	27	66	to	to	PART
ajst-20208	27	67	better	well	ADJ
ajst-20208	27	68	traffic	traffic	NOUN
ajst-20208	27	69	operation	operation	NOUN
ajst-20208	27	70	services	service	NOUN
ajst-20208	27	71	.	.	PUNCT
ajst-20208	28	1	3.1	3.1	NUM
ajst-20208	28	2	.	.	PUNCT
ajst-20208	28	3	traffic	traffic	NOUN
ajst-20208	28	4	monitoring	monitoring	NOUN
ajst-20208	28	5	system	system	NOUN
ajst-20208	28	6	traffic	traffic	NOUN
ajst-20208	28	7	monitoring	monitoring	NOUN
ajst-20208	28	8	system	system	NOUN
ajst-20208	28	9	is	be	AUX
ajst-20208	28	10	one	one	NUM
ajst-20208	28	11	of	of	ADP
ajst-20208	28	12	the	the	DET
ajst-20208	28	13	subsystems	subsystem	NOUN
ajst-20208	28	14	of	of	ADP
ajst-20208	28	15	intelligent	intelligent	ADJ
ajst-20208	28	16	transportation	transportation	NOUN
ajst-20208	28	17	system	system	NOUN
ajst-20208	28	18	,	,	PUNCT
ajst-20208	28	19	which	which	PRON
ajst-20208	28	20	plays	play	VERB
ajst-20208	28	21	an	an	DET
ajst-20208	28	22	important	important	ADJ
ajst-20208	28	23	role	role	NOUN
ajst-20208	28	24	in	in	ADP
ajst-20208	28	25	vehicle	vehicle	NOUN
ajst-20208	28	26	detection	detection	NOUN
ajst-20208	28	27	and	and	CCONJ
ajst-20208	28	28	traffic	traffic	NOUN
ajst-20208	28	29	flow	flow	NOUN
ajst-20208	28	30	statistics	statistic	NOUN
ajst-20208	28	31	,	,	PUNCT
ajst-20208	28	32	illegal	illegal	ADJ
ajst-20208	28	33	behavior	behavior	NOUN
ajst-20208	28	34	identification	identification	NOUN
ajst-20208	28	35	,	,	PUNCT
ajst-20208	28	36	traffic	traffic	NOUN
ajst-20208	28	37	incident	incident	NOUN
ajst-20208	28	38	warning	warning	NOUN
ajst-20208	28	39	,	,	PUNCT
ajst-20208	28	40	escape	escape	NOUN
ajst-20208	28	41	vehicle	vehicle	NOUN
ajst-20208	28	42	tracking	tracking	NOUN
ajst-20208	28	43	and	and	CCONJ
ajst-20208	28	44	so	so	ADV
ajst-20208	28	45	on	on	ADV
ajst-20208	28	46	.	.	PUNCT
ajst-20208	29	1	it	it	PRON
ajst-20208	29	2	has	have	VERB
ajst-20208	29	3	important	important	ADJ
ajst-20208	29	4	economic	economic	ADJ
ajst-20208	29	5	and	and	CCONJ
ajst-20208	29	6	social	social	ADJ
ajst-20208	29	7	significance	significance	NOUN
ajst-20208	29	8	to	to	PART
ajst-20208	29	9	alleviate	alleviate	VERB
ajst-20208	29	10	the	the	DET
ajst-20208	29	11	increasingly	increasingly	ADV
ajst-20208	29	12	serious	serious	ADJ
ajst-20208	29	13	traffic	traffic	NOUN
ajst-20208	29	14	congestion	congestion	NOUN
ajst-20208	29	15	and	and	CCONJ
ajst-20208	29	16	facilitate	facilitate	VERB
ajst-20208	29	17	the	the	DET
ajst-20208	29	18	mass	mass	NOUN
ajst-20208	29	19	travel	travel	NOUN
ajst-20208	29	20	.	.	PUNCT
ajst-20208	30	1	as	as	SCONJ
ajst-20208	30	2	the	the	DET
ajst-20208	30	3	core	core	NOUN
ajst-20208	30	4	technology	technology	NOUN
ajst-20208	30	5	of	of	ADP
ajst-20208	30	6	intelligent	intelligent	ADJ
ajst-20208	30	7	traffic	traffic	NOUN
ajst-20208	30	8	monitoring	monitoring	NOUN
ajst-20208	30	9	system	system	NOUN
ajst-20208	30	10	,	,	PUNCT
ajst-20208	30	11	vehicle	vehicle	NOUN
ajst-20208	30	12	detection	detection	NOUN
ajst-20208	30	13	and	and	CCONJ
ajst-20208	30	14	tracking	tracking	NOUN
ajst-20208	30	15	technology	technology	NOUN
ajst-20208	30	16	plays	play	VERB
ajst-20208	30	17	a	a	DET
ajst-20208	30	18	vital	vital	ADJ
ajst-20208	30	19	role	role	NOUN
ajst-20208	30	20	in	in	ADP
ajst-20208	30	21	the	the	DET
ajst-20208	30	22	construction	construction	NOUN
ajst-20208	30	23	of	of	ADP
ajst-20208	30	24	intelligent	intelligent	ADJ
ajst-20208	30	25	traffic	traffic	NOUN
ajst-20208	30	26	at	at	ADP
ajst-20208	30	27	present	present	ADJ
ajst-20208	30	28	,	,	PUNCT
ajst-20208	30	29	the	the	DET
ajst-20208	30	30	detection	detection	NOUN
ajst-20208	30	31	of	of	ADP
ajst-20208	30	32	vehicle	vehicle	NOUN
ajst-20208	30	33	targets	target	NOUN
ajst-20208	30	34	is	be	AUX
ajst-20208	30	35	mainly	mainly	ADV
ajst-20208	30	36	divided	divide	VERB
ajst-20208	30	37	into	into	ADP
ajst-20208	30	38	two	two	NUM
ajst-20208	30	39	categories	category	NOUN
ajst-20208	30	40	.	.	PUNCT
ajst-20208	31	1	one	one	NUM
ajst-20208	31	2	is	be	AUX
ajst-20208	31	3	the	the	DET
ajst-20208	31	4	traditional	traditional	ADJ
ajst-20208	31	5	image	image	NOUN
ajst-20208	31	6	processing	processing	NOUN
ajst-20208	31	7	methods	method	NOUN
ajst-20208	31	8	,	,	PUNCT
ajst-20208	31	9	such	such	ADJ
ajst-20208	31	10	as	as	ADP
ajst-20208	31	11	the	the	DET
ajst-20208	31	12	use	use	NOUN
ajst-20208	31	13	of	of	ADP
ajst-20208	31	14	inter	inter	ADJ
ajst-20208	31	15	-	-	ADJ
ajst-20208	31	16	frame	frame	ADJ
ajst-20208	31	17	difference	difference	NOUN
ajst-20208	31	18	method	method	NOUN
ajst-20208	31	19	,	,	PUNCT
ajst-20208	31	20	background	background	NOUN
ajst-20208	31	21	difference	difference	NOUN
ajst-20208	31	22	method	method	NOUN
ajst-20208	31	23	and	and	CCONJ
ajst-20208	31	24	other	other	ADJ
ajst-20208	31	25	methods	method	NOUN
ajst-20208	31	26	to	to	PART
ajst-20208	31	27	process	process	VERB
ajst-20208	31	28	vehicle	vehicle	NOUN
ajst-20208	31	29	target	target	NOUN
ajst-20208	31	30	images	image	NOUN
ajst-20208	31	31	.	.	PUNCT
ajst-20208	32	1	for	for	ADP
ajst-20208	32	2	example	example	NOUN
ajst-20208	32	3	,	,	PUNCT
ajst-20208	32	4	yao	yao	PROPN
ajst-20208	32	5	lin[1	lin[1	PROPN
ajst-20208	32	6	]	]	X
ajst-20208	32	7	et	et	PROPN
ajst-20208	32	8	al	al	PROPN
ajst-20208	32	9	.	.	PROPN
ajst-20208	32	10	used	use	VERB
ajst-20208	32	11	three	three	NUM
ajst-20208	32	12	consecutive	consecutive	ADJ
ajst-20208	32	13	frames	frame	NOUN
ajst-20208	32	14	to	to	PART
ajst-20208	32	15	extract	extract	VERB
ajst-20208	32	16	foreground	foreground	NOUN
ajst-20208	32	17	vehicle	vehicle	NOUN
ajst-20208	32	18	targets	target	NOUN
ajst-20208	32	19	on	on	ADP
ajst-20208	32	20	the	the	DET
ajst-20208	32	21	basis	basis	NOUN
ajst-20208	32	22	of	of	ADP
ajst-20208	32	23	inter	inter	ADJ
ajst-20208	32	24	-	-	ADJ
ajst-20208	32	25	frame	frame	ADJ
ajst-20208	32	26	difference	difference	NOUN
ajst-20208	32	27	method	method	NOUN
ajst-20208	32	28	,	,	PUNCT
ajst-20208	32	29	and	and	CCONJ
ajst-20208	32	30	further	far	ADV
ajst-20208	32	31	realized	realize	VERB
ajst-20208	32	32	vehicle	vehicle	NOUN
ajst-20208	32	33	target	target	NOUN
ajst-20208	32	34	detection	detection	NOUN
ajst-20208	32	35	effectively	effectively	ADV
ajst-20208	32	36	through	through	ADP
ajst-20208	32	37	binarization	binarization	NOUN
ajst-20208	32	38	operation	operation	NOUN
ajst-20208	32	39	and	and	CCONJ
ajst-20208	32	40	combined	combine	VERB
ajst-20208	32	41	with	with	ADP
ajst-20208	32	42	vehicle	vehicle	NOUN
ajst-20208	32	43	rigid	rigid	ADJ
ajst-20208	32	44	structure	structure	NOUN
ajst-20208	32	45	model	model	NOUN
ajst-20208	32	46	.	.	PUNCT
ajst-20208	33	1	the	the	DET
ajst-20208	33	2	other	other	ADJ
ajst-20208	33	3	is	be	AUX
ajst-20208	33	4	the	the	DET
ajst-20208	33	5	use	use	NOUN
ajst-20208	33	6	of	of	ADP
ajst-20208	33	7	neural	neural	ADJ
ajst-20208	33	8	networks	network	NOUN
ajst-20208	33	9	for	for	ADP
ajst-20208	33	10	vehicle	vehicle	NOUN
ajst-20208	33	11	target	target	NOUN
ajst-20208	33	12	detection	detection	NOUN
ajst-20208	33	13	,	,	PUNCT
ajst-20208	33	14	such	such	ADJ
ajst-20208	33	15	as	as	ADP
ajst-20208	33	16	:	:	PUNCT
ajst-20208	33	17	he	he	PRON
ajst-20208	33	18	kaiming[2	kaiming[2	X
ajst-20208	33	19	]	]	PUNCT
ajst-20208	33	20	and	and	CCONJ
ajst-20208	33	21	others	other	NOUN
ajst-20208	33	22	propose	propose	VERB
ajst-20208	33	23	the	the	DET
ajst-20208	33	24	method	method	NOUN
ajst-20208	33	25	of	of	ADP
ajst-20208	33	26	spatial	spatial	ADJ
ajst-20208	33	27	pyramid	pyramid	NOUN
ajst-20208	33	28	pooling	pool	VERB
ajst-20208	33	29	(	(	PUNCT
ajst-20208	33	30	spp	spp	NOUN
ajst-20208	33	31	)	)	PUNCT
ajst-20208	33	32	to	to	PART
ajst-20208	33	33	reduce	reduce	VERB
ajst-20208	33	34	the	the	DET
ajst-20208	33	35	number	number	NOUN
ajst-20208	33	36	of	of	ADP
ajst-20208	33	37	forward	forward	ADJ
ajst-20208	33	38	propagation	propagation	NOUN
ajst-20208	33	39	.	.	PUNCT
ajst-20208	34	1	by	by	ADP
ajst-20208	34	2	cascading	cascade	VERB
ajst-20208	34	3	the	the	DET
ajst-20208	34	4	shallow	shallow	NOUN
ajst-20208	34	5	to	to	ADP
ajst-20208	34	6	deep	deep	ADJ
ajst-20208	34	7	multi	multi	ADJ
ajst-20208	34	8	-	-	ADJ
ajst-20208	34	9	layer	layer	ADJ
ajst-20208	34	10	features	feature	NOUN
ajst-20208	34	11	of	of	ADP
ajst-20208	34	12	the	the	DET
ajst-20208	34	13	network	network	NOUN
ajst-20208	34	14	,	,	PUNCT
ajst-20208	34	15	the	the	DET
ajst-20208	34	16	network	network	NOUN
ajst-20208	34	17	can	can	AUX
ajst-20208	34	18	achieve	achieve	VERB
ajst-20208	34	19	good	good	ADJ
ajst-20208	34	20	results	result	NOUN
ajst-20208	34	21	through	through	ADP
ajst-20208	34	22	one	one	NUM
ajst-20208	34	23	feature	feature	NOUN
ajst-20208	34	24	extraction	extraction	NOUN
ajst-20208	34	25	.	.	PUNCT
ajst-20208	35	1	the	the	DET
ajst-20208	35	2	monitoring	monitoring	NOUN
ajst-20208	35	3	object	object	NOUN
ajst-20208	35	4	of	of	ADP
ajst-20208	35	5	the	the	DET
ajst-20208	35	6	system	system	NOUN
ajst-20208	35	7	is	be	AUX
ajst-20208	35	8	aerial	aerial	ADJ
ajst-20208	35	9	traffic	traffic	NOUN
ajst-20208	35	10	video	video	NOUN
ajst-20208	35	11	taken	take	VERB
ajst-20208	35	12	by	by	ADP
ajst-20208	35	13	drones	drone	NOUN
ajst-20208	35	14	,	,	PUNCT
ajst-20208	35	15	which	which	PRON
ajst-20208	35	16	helps	help	VERB
ajst-20208	35	17	to	to	PART
ajst-20208	35	18	expand	expand	VERB
ajst-20208	35	19	the	the	DET
ajst-20208	35	20	monitoring	monitoring	NOUN
ajst-20208	35	21	scope	scope	NOUN
ajst-20208	35	22	,	,	PUNCT
ajst-20208	35	23	improve	improve	VERB
ajst-20208	35	24	the	the	DET
ajst-20208	35	25	efficiency	efficiency	NOUN
ajst-20208	35	26	of	of	ADP
ajst-20208	35	27	traffic	traffic	NOUN
ajst-20208	35	28	control	control	NOUN
ajst-20208	35	29	,	,	PUNCT
ajst-20208	35	30	and	and	CCONJ
ajst-20208	35	31	realize	realize	VERB
ajst-20208	35	32	the	the	DET
ajst-20208	35	33	monitoring	monitoring	NOUN
ajst-20208	35	34	and	and	CCONJ
ajst-20208	35	35	analysis	analysis	NOUN
ajst-20208	35	36	of	of	ADP
ajst-20208	35	37	urban	urban	ADJ
ajst-20208	35	38	road	road	NOUN
ajst-20208	35	39	traffic	traffic	NOUN
ajst-20208	35	40	flow	flow	NOUN
ajst-20208	35	41	,	,	PUNCT
ajst-20208	35	42	speed	speed	NOUN
ajst-20208	35	43	and	and	CCONJ
ajst-20208	35	44	abnormal	abnormal	ADJ
ajst-20208	35	45	parking	parking	NOUN
ajst-20208	35	46	.	.	PUNCT
ajst-20208	36	1	jinshasha	jinshasha	PROPN
ajst-20208	36	2	et	et	PROPN
ajst-20208	36	3	al	al	PROPN
ajst-20208	36	4	.	.	PUNCT
ajst-20208	37	1	[	[	X
ajst-20208	37	2	3	3	X
ajst-20208	37	3	]	]	PUNCT
ajst-20208	37	4	found	find	VERB
ajst-20208	37	5	that	that	SCONJ
ajst-20208	37	6	multi	multi	ADJ
ajst-20208	37	7	-	-	ADJ
ajst-20208	37	8	target	target	ADJ
ajst-20208	37	9	tracking	tracking	NOUN
ajst-20208	37	10	algorithm	algorithm	NOUN
ajst-20208	37	11	can	can	AUX
ajst-20208	37	12	be	be	AUX
ajst-20208	37	13	better	well	ADV
ajst-20208	37	14	applied	apply	VERB
ajst-20208	37	15	to	to	ADP
ajst-20208	37	16	intelligent	intelligent	ADJ
ajst-20208	37	17	traffic	traffic	NOUN
ajst-20208	37	18	monitoring	monitor	VERB
ajst-20208	37	19	scenarios	scenario	NOUN
ajst-20208	37	20	by	by	ADP
ajst-20208	37	21	comparing	compare	VERB
ajst-20208	37	22	tracking	tracking	NOUN
ajst-20208	37	23	speed	speed	NOUN
ajst-20208	37	24	and	and	CCONJ
ajst-20208	37	25	tracking	tracking	NOUN
ajst-20208	37	26	accuracy	accuracy	NOUN
ajst-20208	37	27	.	.	PUNCT
ajst-20208	38	1	li	li	PROPN
ajst-20208	38	2	zhenxiao	zhenxiao	PROPN
ajst-20208	38	3	[	[	X
ajst-20208	38	4	4	4	NUM
ajst-20208	38	5	]	]	PUNCT
ajst-20208	38	6	et	et	PROPN
ajst-20208	38	7	al	al	PROPN
ajst-20208	38	8	.	.	PROPN
ajst-20208	38	9	proposed	propose	VERB
ajst-20208	38	10	a	a	DET
ajst-20208	38	11	multivehicle	multivehicle	NOUN
ajst-20208	38	12	tracking	track	VERB
ajst-20208	38	13	algorithm	algorithm	NOUN
ajst-20208	38	14	based	base	VERB
ajst-20208	38	15	on	on	ADP
ajst-20208	38	16	detection	detection	NOUN
ajst-20208	38	17	to	to	PART
ajst-20208	38	18	achieve	achieve	VERB
ajst-20208	38	19	realtime	realtime	NOUN
ajst-20208	38	20	and	and	CCONJ
ajst-20208	38	21	accurate	accurate	ADJ
ajst-20208	38	22	tracking	tracking	NOUN
ajst-20208	38	23	of	of	ADP
ajst-20208	38	24	multiple	multiple	ADJ
ajst-20208	38	25	vehicles	vehicle	NOUN
ajst-20208	38	26	.	.	PUNCT
ajst-20208	39	1	the	the	DET
ajst-20208	39	2	traditional	traditional	ADJ
ajst-20208	39	3	vehicle	vehicle	NOUN
ajst-20208	39	4	detection	detection	NOUN
ajst-20208	39	5	technology	technology	NOUN
ajst-20208	39	6	and	and	CCONJ
ajst-20208	39	7	tracking	tracking	NOUN
ajst-20208	39	8	technology	technology	NOUN
ajst-20208	39	9	need	need	VERB
ajst-20208	39	10	a	a	DET
ajst-20208	39	11	lot	lot	NOUN
ajst-20208	39	12	of	of	ADP
ajst-20208	39	13	manual	manual	ADJ
ajst-20208	39	14	participation	participation	NOUN
ajst-20208	39	15	,	,	PUNCT
ajst-20208	39	16	which	which	PRON
ajst-20208	39	17	has	have	VERB
ajst-20208	39	18	the	the	DET
ajst-20208	39	19	disadvantages	disadvantage	NOUN
ajst-20208	39	20	of	of	ADP
ajst-20208	39	21	high	high	ADJ
ajst-20208	39	22	labor	labor	NOUN
ajst-20208	39	23	intensity	intensity	NOUN
ajst-20208	39	24	,	,	PUNCT
ajst-20208	39	25	poor	poor	ADJ
ajst-20208	39	26	real	real	ADJ
ajst-20208	39	27	-	-	PUNCT
ajst-20208	39	28	time	time	NOUN
ajst-20208	39	29	performance	performance	NOUN
ajst-20208	39	30	and	and	CCONJ
ajst-20208	39	31	high	high	ADJ
ajst-20208	39	32	labor	labor	NOUN
ajst-20208	39	33	cost	cost	NOUN
ajst-20208	39	34	.	.	PUNCT
ajst-20208	40	1	the	the	DET
ajst-20208	40	2	target	target	NOUN
ajst-20208	40	3	detection	detection	NOUN
ajst-20208	40	4	and	and	CCONJ
ajst-20208	40	5	tracking	tracking	NOUN
ajst-20208	40	6	method	method	NOUN
ajst-20208	40	7	based	base	VERB
ajst-20208	40	8	on	on	ADP
ajst-20208	40	9	computer	computer	NOUN
ajst-20208	40	10	vision	vision	NOUN
ajst-20208	40	11	is	be	AUX
ajst-20208	40	12	gradually	gradually	ADV
ajst-20208	40	13	applied	apply	VERB
ajst-20208	40	14	to	to	ADP
ajst-20208	40	15	intelligent	intelligent	ADJ
ajst-20208	40	16	traffic	traffic	NOUN
ajst-20208	40	17	monitoring	monitoring	NOUN
ajst-20208	40	18	system	system	NOUN
ajst-20208	40	19	.	.	PUNCT
ajst-20208	41	1	with	with	ADP
ajst-20208	41	2	the	the	DET
ajst-20208	41	3	rapid	rapid	ADJ
ajst-20208	41	4	development	development	NOUN
ajst-20208	41	5	of	of	ADP
ajst-20208	41	6	deep	deep	ADJ
ajst-20208	41	7	learning	learning	NOUN
ajst-20208	41	8	algorithm	algorithm	NOUN
ajst-20208	41	9	,	,	PUNCT
ajst-20208	41	10	its	its	PRON
ajst-20208	41	11	superiority	superiority	NOUN
ajst-20208	41	12	in	in	ADP
ajst-20208	41	13	complex	complex	ADJ
ajst-20208	41	14	scenes	scene	NOUN
ajst-20208	41	15	has	have	AUX
ajst-20208	41	16	gradually	gradually	ADV
ajst-20208	41	17	replaced	replace	VERB
ajst-20208	41	18	the	the	DET
ajst-20208	41	19	traditional	traditional	ADJ
ajst-20208	41	20	algorithm	algorithm	NOUN
ajst-20208	41	21	.	.	PUNCT
ajst-20208	42	1	in	in	ADP
ajst-20208	42	2	recent	recent	ADJ
ajst-20208	42	3	years	year	NOUN
ajst-20208	42	4	,	,	PUNCT
ajst-20208	42	5	more	more	ADJ
ajst-20208	42	6	scholars	scholar	NOUN
ajst-20208	42	7	have	have	VERB
ajst-20208	42	8	combined	combine	VERB
ajst-20208	42	9	vehicle	vehicle	NOUN
ajst-20208	42	10	detection	detection	NOUN
ajst-20208	42	11	algorithm	algorithm	NOUN
ajst-20208	42	12	and	and	CCONJ
ajst-20208	42	13	tracking	track	VERB
ajst-20208	42	14	algorithm	algorithm	NOUN
ajst-20208	42	15	to	to	PART
ajst-20208	42	16	monitor	monitor	VERB
ajst-20208	42	17	the	the	DET
ajst-20208	42	18	traffic	traffic	NOUN
ajst-20208	42	19	situation	situation	NOUN
ajst-20208	42	20	,	,	PUNCT
ajst-20208	42	21	which	which	PRON
ajst-20208	42	22	is	be	AUX
ajst-20208	42	23	now	now	ADV
ajst-20208	42	24	a	a	DET
ajst-20208	42	25	research	research	NOUN
ajst-20208	42	26	hotspot	hotspot	NOUN
ajst-20208	42	27	of	of	ADP
ajst-20208	42	28	scholars	scholar	NOUN
ajst-20208	42	29	,	,	PUNCT
ajst-20208	42	30	and	and	CCONJ
ajst-20208	42	31	also	also	ADV
ajst-20208	42	32	the	the	DET
ajst-20208	42	33	development	development	NOUN
ajst-20208	42	34	direction	direction	NOUN
ajst-20208	42	35	of	of	ADP
ajst-20208	42	36	future	future	ADJ
ajst-20208	42	37	traffic	traffic	NOUN
ajst-20208	42	38	monitoring	monitoring	NOUN
ajst-20208	42	39	system	system	NOUN
ajst-20208	42	40	.	.	PUNCT
ajst-20208	43	1	3.2	3.2	NUM
ajst-20208	43	2	.	.	PUNCT
ajst-20208	44	1	traffic	traffic	NOUN
ajst-20208	44	2	information	information	NOUN
ajst-20208	44	3	service	service	NOUN
ajst-20208	44	4	system	system	NOUN
ajst-20208	44	5	trafficinformation	trafficinformation	NOUN
ajst-20208	44	6	service	service	NOUN
ajst-20208	44	7	system	system	NOUN
ajst-20208	44	8	(	(	PUNCT
ajst-20208	44	9	tiss	tiss	ADJ
ajst-20208	44	10	)	)	PUNCT
ajst-20208	44	11	is	be	AUX
ajst-20208	44	12	an	an	DET
ajst-20208	44	13	important	important	ADJ
ajst-20208	44	14	part	part	NOUN
ajst-20208	44	15	of	of	ADP
ajst-20208	44	16	its	its	PRON
ajst-20208	44	17	,	,	PUNCT
ajst-20208	44	18	tiss	tiss	NOUN
ajst-20208	44	19	is	be	AUX
ajst-20208	44	20	mainly	mainly	ADV
ajst-20208	44	21	for	for	ADP
ajst-20208	44	22	public	public	ADJ
ajst-20208	44	23	travelers	traveler	NOUN
ajst-20208	44	24	,	,	PUNCT
ajst-20208	44	25	using	use	VERB
ajst-20208	44	26	wireless	wireless	NOUN
ajst-20208	44	27	and	and	CCONJ
ajst-20208	44	28	wired	wire	VERB
ajst-20208	44	29	communication	communication	NOUN
ajst-20208	44	30	means	mean	NOUN
ajst-20208	44	31	,	,	PUNCT
ajst-20208	44	32	in	in	ADP
ajst-20208	44	33	the	the	DET
ajst-20208	44	34	form	form	NOUN
ajst-20208	44	35	of	of	ADP
ajst-20208	44	36	text	text	NOUN
ajst-20208	44	37	,	,	PUNCT
ajst-20208	44	38	voice	voice	NOUN
ajst-20208	44	39	,	,	PUNCT
ajst-20208	44	40	graphics	graphic	NOUN
ajst-20208	44	41	,	,	PUNCT
ajst-20208	44	42	video	video	NOUN
ajst-20208	44	43	and	and	CCONJ
ajst-20208	44	44	other	other	ADJ
ajst-20208	44	45	forms	form	NOUN
ajst-20208	44	46	,	,	PUNCT
ajst-20208	44	47	it	it	PRON
ajst-20208	44	48	provides	provide	VERB
ajst-20208	44	49	real	real	ADJ
ajst-20208	44	50	-	-	PUNCT
ajst-20208	44	51	time	time	NOUN
ajst-20208	44	52	and	and	CCONJ
ajst-20208	44	53	dynamic	dynamic	ADJ
ajst-20208	44	54	traffic	traffic	NOUN
ajst-20208	44	55	information	information	NOUN
ajst-20208	44	56	related	relate	VERB
ajst-20208	44	57	to	to	PART
ajst-20208	44	58	travel	travel	VERB
ajst-20208	44	59	,	,	PUNCT
ajst-20208	44	60	so	so	SCONJ
ajst-20208	44	61	that	that	SCONJ
ajst-20208	44	62	travelers	traveler	NOUN
ajst-20208	44	63	can	can	AUX
ajst-20208	44	64	obtain	obtain	VERB
ajst-20208	44	65	various	various	ADJ
ajst-20208	44	66	relevant	relevant	ADJ
ajst-20208	44	67	information	information	NOUN
ajst-20208	44	68	such	such	ADJ
ajst-20208	44	69	as	as	ADP
ajst-20208	44	70	road	road	NOUN
ajst-20208	44	71	traffic	traffic	NOUN
ajst-20208	44	72	situation	situation	NOUN
ajst-20208	44	73	,	,	PUNCT
ajst-20208	44	74	required	require	VERB
ajst-20208	44	75	time	time	NOUN
ajst-20208	44	76	,	,	PUNCT
ajst-20208	44	77	best	good	ADJ
ajst-20208	44	78	transfer	transfer	NOUN
ajst-20208	44	79	mode	mode	NOUN
ajst-20208	44	80	,	,	PUNCT
ajst-20208	44	81	required	require	VERB
ajst-20208	44	82	cost	cost	NOUN
ajst-20208	44	83	and	and	CCONJ
ajst-20208	44	84	destination	destination	NOUN
ajst-20208	44	85	at	at	ADP
ajst-20208	44	86	any	any	DET
ajst-20208	44	87	time	time	NOUN
ajst-20208	44	88	during	during	ADP
ajst-20208	44	89	the	the	DET
ajst-20208	44	90	whole	whole	ADJ
ajst-20208	44	91	travel	travel	NOUN
ajst-20208	44	92	process	process	NOUN
ajst-20208	44	93	,	,	PUNCT
ajst-20208	44	94	so	so	SCONJ
ajst-20208	44	95	as	as	SCONJ
ajst-20208	44	96	to	to	PART
ajst-20208	44	97	guide	guide	VERB
ajst-20208	44	98	travelers	traveler	NOUN
ajst-20208	44	99	to	to	PART
ajst-20208	44	100	choose	choose	VERB
ajst-20208	44	101	the	the	DET
ajst-20208	44	102	appropriate	appropriate	ADJ
ajst-20208	44	103	transportation	transportation	NOUN
ajst-20208	44	104	mode	mode	NOUN
ajst-20208	44	105	,	,	PUNCT
ajst-20208	44	106	travel	travel	NOUN
ajst-20208	44	107	route	route	NOUN
ajst-20208	44	108	and	and	CCONJ
ajst-20208	44	109	departure	departure	NOUN
ajst-20208	44	110	time	time	NOUN
ajst-20208	44	111	.	.	PUNCT
ajst-20208	45	1	complete	complete	VERB
ajst-20208	45	2	the	the	DET
ajst-20208	45	3	travel	travel	NOUN
ajst-20208	45	4	process	process	NOUN
ajst-20208	45	5	in	in	ADP
ajst-20208	45	6	the	the	DET
ajst-20208	45	7	most	most	ADV
ajst-20208	45	8	efficient	efficient	ADJ
ajst-20208	45	9	and	and	CCONJ
ajst-20208	45	10	convenient	convenient	ADJ
ajst-20208	45	11	way	way	NOUN
ajst-20208	46	1	[	[	X
ajst-20208	46	2	5	5	NUM
ajst-20208	46	3	]	]	PUNCT
ajst-20208	46	4	.	.	PUNCT
ajst-20208	47	1	traffic	traffic	NOUN
ajst-20208	47	2	information	information	NOUN
ajst-20208	47	3	service	service	NOUN
ajst-20208	47	4	system	system	NOUN
ajst-20208	47	5	is	be	AUX
ajst-20208	47	6	mainly	mainly	ADV
ajst-20208	47	7	composed	compose	VERB
ajst-20208	47	8	of	of	ADP
ajst-20208	47	9	four	four	NUM
ajst-20208	47	10	parts	part	NOUN
ajst-20208	47	11	:	:	PUNCT
ajst-20208	47	12	traffic	traffic	NOUN
ajst-20208	47	13	information	information	NOUN
ajst-20208	47	14	collection	collection	NOUN
ajst-20208	47	15	,	,	PUNCT
ajst-20208	47	16	transmission	transmission	NOUN
ajst-20208	47	17	,	,	PUNCT
ajst-20208	47	18	processing	processing	NOUN
ajst-20208	47	19	and	and	CCONJ
ajst-20208	47	20	service	service	NOUN
ajst-20208	47	21	.	.	PUNCT
ajst-20208	48	1	yang	yang	PROPN
ajst-20208	48	2	xiaoli	xiaoli	PROPN
ajst-20208	49	1	[	[	X
ajst-20208	49	2	6	6	NUM
ajst-20208	49	3	]	]	PUNCT
ajst-20208	49	4	et	et	PROPN
ajst-20208	49	5	al	al	PROPN
ajst-20208	49	6	.	.	PROPN
ajst-20208	49	7	analyzed	analyze	VERB
ajst-20208	49	8	the	the	DET
ajst-20208	49	9	traffic	traffic	NOUN
ajst-20208	49	10	information	information	NOUN
ajst-20208	49	11	characteristics	characteristic	NOUN
ajst-20208	49	12	,	,	PUNCT
ajst-20208	49	13	research	research	NOUN
ajst-20208	49	14	status	status	NOUN
ajst-20208	49	15	and	and	CCONJ
ajst-20208	49	16	system	system	NOUN
ajst-20208	49	17	structure	structure	NOUN
ajst-20208	49	18	under	under	ADP
ajst-20208	49	19	the	the	DET
ajst-20208	49	20	big	big	ADJ
ajst-20208	49	21	data	datum	NOUN
ajst-20208	49	22	of	of	ADP
ajst-20208	49	23	the	the	DET
ajst-20208	49	24	internet	internet	NOUN
ajst-20208	49	25	of	of	ADP
ajst-20208	49	26	vehicles	vehicle	NOUN
ajst-20208	49	27	,	,	PUNCT
ajst-20208	49	28	studied	study	VERB
ajst-20208	49	29	the	the	DET
ajst-20208	49	30	processing	processing	NOUN
ajst-20208	49	31	and	and	CCONJ
ajst-20208	49	32	release	release	NOUN
ajst-20208	49	33	of	of	ADP
ajst-20208	49	34	traffic	traffic	NOUN
ajst-20208	49	35	service	service	NOUN
ajst-20208	49	36	information	information	NOUN
ajst-20208	49	37	,	,	PUNCT
ajst-20208	49	38	and	and	CCONJ
ajst-20208	49	39	studied	study	VERB
ajst-20208	49	40	the	the	DET
ajst-20208	49	41	technical	technical	ADJ
ajst-20208	49	42	architecture	architecture	NOUN
ajst-20208	49	43	and	and	CCONJ
ajst-20208	49	44	big	big	ADJ
ajst-20208	49	45	data	data	NOUN
ajst-20208	49	46	application	application	NOUN
ajst-20208	49	47	framework	framework	NOUN
ajst-20208	49	48	of	of	ADP
ajst-20208	49	49	the	the	DET
ajst-20208	49	50	information	information	NOUN
ajst-20208	49	51	service	service	NOUN
ajst-20208	49	52	platform	platform	NOUN
ajst-20208	49	53	of	of	ADP
ajst-20208	49	54	the	the	DET
ajst-20208	49	55	internet	internet	NOUN
ajst-20208	49	56	of	of	ADP
ajst-20208	49	57	vehicles	vehicle	NOUN
ajst-20208	49	58	in	in	ADP
ajst-20208	49	59	the	the	DET
ajst-20208	49	60	big	big	ADJ
ajst-20208	49	61	data	datum	NOUN
ajst-20208	49	62	environment	environment	NOUN
ajst-20208	49	63	,	,	PUNCT
ajst-20208	49	64	so	so	SCONJ
ajst-20208	49	65	as	as	SCONJ
ajst-20208	49	66	to	to	PART
ajst-20208	49	67	formulate	formulate	VERB
ajst-20208	49	68	reasonable	reasonable	ADJ
ajst-20208	49	69	plans	plan	NOUN
ajst-20208	49	70	according	accord	VERB
ajst-20208	49	71	to	to	ADP
ajst-20208	49	72	the	the	DET
ajst-20208	49	73	needs	need	NOUN
ajst-20208	49	74	of	of	ADP
ajst-20208	49	75	travelers	traveler	NOUN
ajst-20208	49	76	.	.	PUNCT
ajst-20208	50	1	he	he	PRON
ajst-20208	50	2	jing	je	VERB
ajst-20208	51	1	[	[	X
ajst-20208	51	2	7	7	X
ajst-20208	51	3	]	]	PUNCT
ajst-20208	51	4	et	et	PROPN
ajst-20208	51	5	al	al	PROPN
ajst-20208	51	6	.	.	PROPN
ajst-20208	51	7	analyzed	analyze	VERB
ajst-20208	51	8	the	the	DET
ajst-20208	51	9	characteristics	characteristic	NOUN
ajst-20208	51	10	of	of	ADP
ajst-20208	51	11	big	big	ADJ
ajst-20208	51	12	data	datum	NOUN
ajst-20208	51	13	and	and	CCONJ
ajst-20208	51	14	the	the	DET
ajst-20208	51	15	background	background	NOUN
ajst-20208	51	16	of	of	ADP
ajst-20208	51	17	road	road	NOUN
ajst-20208	51	18	traffic	traffic	NOUN
ajst-20208	51	19	big	big	ADJ
ajst-20208	51	20	data	datum	NOUN
ajst-20208	51	21	,	,	PUNCT
ajst-20208	51	22	summarized	summarize	VERB
ajst-20208	51	23	the	the	DET
ajst-20208	51	24	information	information	NOUN
ajst-20208	51	25	service	service	NOUN
ajst-20208	51	26	content	content	NOUN
ajst-20208	51	27	under	under	ADP
ajst-20208	51	28	this	this	DET
ajst-20208	51	29	background	background	NOUN
ajst-20208	51	30	,	,	PUNCT
ajst-20208	51	31	and	and	CCONJ
ajst-20208	51	32	proposed	propose	VERB
ajst-20208	51	33	the	the	DET
ajst-20208	51	34	traffic	traffic	NOUN
ajst-20208	51	35	big	big	ADJ
ajst-20208	51	36	data	data	PROPN
ajst-20208	51	37	information	information	NOUN
ajst-20208	51	38	service	service	NOUN
ajst-20208	51	39	architecture	architecture	NOUN
ajst-20208	51	40	based	base	VERB
ajst-20208	51	41	on	on	ADP
ajst-20208	51	42	the	the	DET
ajst-20208	51	43	internet	internet	NOUN
ajst-20208	51	44	of	of	ADP
ajst-20208	51	45	things	thing	NOUN
ajst-20208	51	46	to	to	PART
ajst-20208	51	47	guide	guide	VERB
ajst-20208	51	48	information	information	NOUN
ajst-20208	51	49	release	release	NOUN
ajst-20208	51	50	and	and	CCONJ
ajst-20208	51	51	service	service	NOUN
ajst-20208	51	52	.	.	PUNCT
ajst-20208	52	1	through	through	ADP
ajst-20208	52	2	the	the	DET
ajst-20208	52	3	search	search	NOUN
ajst-20208	52	4	of	of	ADP
ajst-20208	52	5	cnki	cnki	NOUN
ajst-20208	52	6	and	and	CCONJ
ajst-20208	52	7	the	the	DET
ajst-20208	52	8	summary	summary	NOUN
ajst-20208	52	9	of	of	ADP
ajst-20208	52	10	the	the	DET
ajst-20208	52	11	above	above	ADJ
ajst-20208	52	12	literature	literature	NOUN
ajst-20208	52	13	,	,	PUNCT
ajst-20208	52	14	it	it	PRON
ajst-20208	52	15	is	be	AUX
ajst-20208	52	16	found	find	VERB
ajst-20208	52	17	that	that	SCONJ
ajst-20208	52	18	there	there	PRON
ajst-20208	52	19	have	have	AUX
ajst-20208	52	20	been	be	AUX
ajst-20208	52	21	few	few	ADJ
ajst-20208	52	22	researches	research	NOUN
ajst-20208	52	23	on	on	ADP
ajst-20208	52	24	intelligent	intelligent	ADJ
ajst-20208	52	25	transportation	transportation	NOUN
ajst-20208	52	26	information	information	NOUN
ajst-20208	52	27	service	service	NOUN
ajst-20208	52	28	system	system	NOUN
ajst-20208	52	29	in	in	ADP
ajst-20208	52	30	the	the	DET
ajst-20208	52	31	past	past	ADJ
ajst-20208	52	32	two	two	NUM
ajst-20208	52	33	years	year	NOUN
ajst-20208	52	34	,	,	PUNCT
ajst-20208	52	35	but	but	CCONJ
ajst-20208	52	36	more	more	ADV
ajst-20208	52	37	before	before	ADP
ajst-20208	52	38	2019	2019	NUM
ajst-20208	52	39	,	,	PUNCT
ajst-20208	52	40	and	and	CCONJ
ajst-20208	52	41	after	after	ADP
ajst-20208	52	42	2015	2015	NUM
ajst-20208	52	43	,	,	PUNCT
ajst-20208	52	44	they	they	PRON
ajst-20208	52	45	mainly	mainly	ADV
ajst-20208	52	46	focus	focus	VERB
ajst-20208	52	47	on	on	ADP
ajst-20208	52	48	the	the	DET
ajst-20208	52	49	application	application	NOUN
ajst-20208	52	50	of	of	ADP
ajst-20208	52	51	vehicle	vehicle	NOUN
ajst-20208	52	52	networking	networking	NOUN
ajst-20208	52	53	and	and	CCONJ
ajst-20208	52	54	big	big	ADJ
ajst-20208	52	55	data	datum	NOUN
ajst-20208	52	56	in	in	ADP
ajst-20208	52	57	the	the	DET
ajst-20208	52	58	construction	construction	NOUN
ajst-20208	52	59	of	of	ADP
ajst-20208	52	60	intelligent	intelligent	ADJ
ajst-20208	52	61	transportation	transportation	NOUN
ajst-20208	52	62	service	service	NOUN
ajst-20208	52	63	information	information	NOUN
ajst-20208	52	64	platform	platform	NOUN
ajst-20208	52	65	.	.	PUNCT
ajst-20208	53	1	the	the	DET
ajst-20208	53	2	development	development	NOUN
ajst-20208	53	3	prospect	prospect	NOUN
ajst-20208	53	4	of	of	ADP
ajst-20208	53	5	intelligent	intelligent	ADJ
ajst-20208	53	6	information	information	NOUN
ajst-20208	53	7	service	service	NOUN
ajst-20208	53	8	system	system	NOUN
ajst-20208	53	9	centered	center	VERB
ajst-20208	53	10	on	on	ADP
ajst-20208	53	11	traveler	traveler	NOUN
ajst-20208	53	12	's	's	PART
ajst-20208	53	13	demand	demand	NOUN
ajst-20208	53	14	.	.	PUNCT
ajst-20208	54	1	3.3	3.3	NUM
ajst-20208	54	2	.	.	PUNCT
ajst-20208	55	1	intelligent	intelligent	ADJ
ajst-20208	55	2	signal	signal	NOUN
ajst-20208	55	3	control	control	NOUN
ajst-20208	55	4	system	system	NOUN
ajst-20208	55	5	the	the	DET
ajst-20208	55	6	intelligent	intelligent	ADJ
ajst-20208	55	7	traffic	traffic	NOUN
ajst-20208	55	8	signal	signal	NOUN
ajst-20208	55	9	control	control	NOUN
ajst-20208	55	10	system	system	NOUN
ajst-20208	55	11	can	can	AUX
ajst-20208	55	12	reduce	reduce	VERB
ajst-20208	55	13	the	the	DET
ajst-20208	55	14	total	total	ADJ
ajst-20208	55	15	delay	delay	NOUN
ajst-20208	55	16	of	of	ADP
ajst-20208	55	17	vehicles	vehicle	NOUN
ajst-20208	55	18	and	and	CCONJ
ajst-20208	55	19	improve	improve	VERB
ajst-20208	55	20	the	the	DET
ajst-20208	55	21	operation	operation	NOUN
ajst-20208	55	22	efficiency	efficiency	NOUN
ajst-20208	55	23	of	of	ADP
ajst-20208	55	24	road	road	NOUN
ajst-20208	55	25	network	network	NOUN
ajst-20208	55	26	by	by	ADP
ajst-20208	55	27	adjusting	adjust	VERB
ajst-20208	55	28	the	the	DET
ajst-20208	55	29	timing	timing	NOUN
ajst-20208	55	30	scheme	scheme	NOUN
ajst-20208	55	31	of	of	ADP
ajst-20208	55	32	signal	signal	ADJ
ajst-20208	55	33	lights	light	NOUN
ajst-20208	55	34	reasonably	reasonably	ADV
ajst-20208	55	35	.	.	PUNCT
ajst-20208	56	1	at	at	ADP
ajst-20208	56	2	present	present	ADJ
ajst-20208	56	3	,	,	PUNCT
ajst-20208	56	4	chinese	chinese	ADJ
ajst-20208	56	5	scholars	scholar	NOUN
ajst-20208	56	6	'	'	PART
ajst-20208	56	7	research	research	NOUN
ajst-20208	56	8	on	on	ADP
ajst-20208	56	9	urban	urban	ADJ
ajst-20208	56	10	road	road	NOUN
ajst-20208	56	11	traffic	traffic	NOUN
ajst-20208	56	12	control	control	NOUN
ajst-20208	56	13	technology	technology	NOUN
ajst-20208	56	14	mainly	mainly	ADV
ajst-20208	56	15	focuses	focus	VERB
ajst-20208	56	16	on	on	ADP
ajst-20208	56	17	the	the	DET
ajst-20208	56	18	control	control	NOUN
ajst-20208	56	19	of	of	ADP
ajst-20208	56	20	traffic	traffic	NOUN
ajst-20208	56	21	signals	signal	NOUN
ajst-20208	56	22	.	.	PUNCT
ajst-20208	57	1	how	how	SCONJ
ajst-20208	57	2	to	to	PART
ajst-20208	57	3	realize	realize	VERB
ajst-20208	57	4	intelligent	intelligent	ADJ
ajst-20208	57	5	control	control	NOUN
ajst-20208	57	6	of	of	ADP
ajst-20208	57	7	traffic	traffic	NOUN
ajst-20208	57	8	signals	signal	NOUN
ajst-20208	57	9	is	be	AUX
ajst-20208	57	10	an	an	DET
ajst-20208	57	11	important	important	ADJ
ajst-20208	57	12	direction	direction	NOUN
ajst-20208	57	13	of	of	ADP
ajst-20208	57	14	its	its	PRON
ajst-20208	57	15	research	research	NOUN
ajst-20208	57	16	in	in	ADP
ajst-20208	57	17	our	our	PRON
ajst-20208	57	18	country	country	NOUN
ajst-20208	57	19	.	.	PUNCT
ajst-20208	58	1	tan	tan	PROPN
ajst-20208	58	2	et	et	PROPN
ajst-20208	58	3	al	al	PROPN
ajst-20208	58	4	.	.	PUNCT
ajst-20208	59	1	[	[	X
ajst-20208	59	2	8	8	NUM
ajst-20208	59	3	]	]	PUNCT
ajst-20208	59	4	studied	study	VERB
ajst-20208	59	5	the	the	DET
ajst-20208	59	6	intelligent	intelligent	ADJ
ajst-20208	59	7	traffic	traffic	NOUN
ajst-20208	59	8	signal	signal	NOUN
ajst-20208	59	9	control	control	NOUN
ajst-20208	59	10	system	system	NOUN
ajst-20208	59	11	and	and	CCONJ
ajst-20208	59	12	established	establish	VERB
ajst-20208	59	13	a	a	DET
ajst-20208	59	14	model	model	NOUN
ajst-20208	59	15	using	use	VERB
ajst-20208	59	16	fuzzy	fuzzy	ADJ
ajst-20208	59	17	computing	compute	VERB
ajst-20208	59	18	technology	technology	NOUN
ajst-20208	59	19	to	to	PART
ajst-20208	59	20	realize	realize	VERB
ajst-20208	59	21	the	the	DET
ajst-20208	59	22	intelligent	intelligent	ADJ
ajst-20208	59	23	control	control	NOUN
ajst-20208	59	24	of	of	ADP
ajst-20208	59	25	traffic	traffic	NOUN
ajst-20208	59	26	lights	light	NOUN
ajst-20208	59	27	,	,	PUNCT
ajst-20208	59	28	and	and	CCONJ
ajst-20208	59	29	the	the	DET
ajst-20208	59	30	system	system	NOUN
ajst-20208	59	31	could	could	AUX
ajst-20208	59	32	be	be	AUX
ajst-20208	59	33	realized	realize	VERB
ajst-20208	59	34	under	under	ADP
ajst-20208	59	35	different	different	ADJ
ajst-20208	59	36	traffic	traffic	NOUN
ajst-20208	59	37	conditions	condition	NOUN
ajst-20208	59	38	.	.	PUNCT
ajst-20208	60	1	difebbraro	difebbraro	PROPN
ajst-20208	60	2	et	et	PROPN
ajst-20208	60	3	al	al	PROPN
ajst-20208	60	4	.	.	PUNCT
ajst-20208	61	1	[	[	X
ajst-20208	61	2	9	9	NUM
ajst-20208	61	3	]	]	PUNCT
ajst-20208	61	4	studied	study	VERB
ajst-20208	61	5	the	the	DET
ajst-20208	61	6	application	application	NOUN
ajst-20208	61	7	of	of	ADP
ajst-20208	61	8	petri	petri	ADJ
ajst-20208	61	9	net	net	NOUN
ajst-20208	61	10	(	(	PUNCT
ajst-20208	61	11	pn	pn	NOUN
ajst-20208	61	12	)	)	PUNCT
ajst-20208	61	13	model	model	NOUN
ajst-20208	61	14	to	to	ADP
ajst-20208	61	15	traffic	traffic	NOUN
ajst-20208	61	16	management	management	NOUN
ajst-20208	61	17	,	,	PUNCT
ajst-20208	61	18	and	and	CCONJ
ajst-20208	61	19	the	the	DET
ajst-20208	61	20	results	result	NOUN
ajst-20208	61	21	showed	show	VERB
ajst-20208	61	22	that	that	SCONJ
ajst-20208	61	23	the	the	DET
ajst-20208	61	24	control	control	NOUN
ajst-20208	61	25	of	of	ADP
ajst-20208	61	26	intersection	intersection	NOUN
ajst-20208	61	27	signal	signal	NOUN
ajst-20208	61	28	lights	light	NOUN
ajst-20208	61	29	could	could	AUX
ajst-20208	61	30	be	be	AUX
ajst-20208	61	31	realized	realize	VERB
ajst-20208	61	32	according	accord	VERB
ajst-20208	61	33	to	to	ADP
ajst-20208	61	34	the	the	DET
ajst-20208	61	35	establishment	establishment	NOUN
ajst-20208	61	36	of	of	ADP
ajst-20208	61	37	a	a	DET
ajst-20208	61	38	reasonable	reasonable	ADJ
ajst-20208	61	39	model	model	NOUN
ajst-20208	61	40	,	,	PUNCT
ajst-20208	61	41	thus	thus	ADV
ajst-20208	61	42	realizing	realize	VERB
ajst-20208	61	43	the	the	DET
ajst-20208	61	44	role	role	NOUN
ajst-20208	61	45	of	of	ADP
ajst-20208	61	46	traffic	traffic	NOUN
ajst-20208	61	47	control	control	NOUN
ajst-20208	61	48	.	.	PUNCT
ajst-20208	62	1	compared	compare	VERB
ajst-20208	62	2	with	with	ADP
ajst-20208	62	3	traditional	traditional	ADJ
ajst-20208	62	4	signal	signal	NOUN
ajst-20208	62	5	control	control	NOUN
ajst-20208	62	6	methods	method	NOUN
ajst-20208	62	7	,	,	PUNCT
ajst-20208	62	8	with	with	ADP
ajst-20208	62	9	the	the	DET
ajst-20208	62	10	support	support	NOUN
ajst-20208	62	11	of	of	ADP
ajst-20208	62	12	a	a	DET
ajst-20208	62	13	variety	variety	NOUN
ajst-20208	62	14	of	of	ADP
ajst-20208	62	15	new	new	ADJ
ajst-20208	62	16	technologies	technology	NOUN
ajst-20208	62	17	such	such	ADJ
ajst-20208	62	18	as	as	ADP
ajst-20208	62	19	online	online	ADJ
ajst-20208	62	20	car	car	NOUN
ajst-20208	62	21	hailing	hail	VERB
ajst-20208	62	22	and	and	CCONJ
ajst-20208	62	23	the	the	DET
ajst-20208	62	24	internet	internet	NOUN
ajst-20208	62	25	,	,	PUNCT
ajst-20208	62	26	it	it	PRON
ajst-20208	62	27	is	be	AUX
ajst-20208	62	28	no	no	ADV
ajst-20208	62	29	longer	long	ADV
ajst-20208	62	30	limited	limit	VERB
ajst-20208	62	31	to	to	ADP
ajst-20208	62	32	the	the	DET
ajst-20208	62	33	system	system	NOUN
ajst-20208	62	34	's	's	PART
ajst-20208	62	35	own	own	ADJ
ajst-20208	62	36	collection	collection	NOUN
ajst-20208	62	37	,	,	PUNCT
ajst-20208	62	38	and	and	CCONJ
ajst-20208	62	39	is	be	AUX
ajst-20208	62	40	based	base	VERB
ajst-20208	62	41	on	on	ADP
ajst-20208	62	42	the	the	DET
ajst-20208	62	43	integration	integration	NOUN
ajst-20208	62	44	analysis	analysis	NOUN
ajst-20208	62	45	of	of	ADP
ajst-20208	62	46	multi	multi	ADJ
ajst-20208	62	47	-	-	NOUN
ajst-20208	62	48	source	source	NOUN
ajst-20208	62	49	and	and	CCONJ
ajst-20208	62	50	multi	multi	ADJ
ajst-20208	62	51	-	-	ADJ
ajst-20208	62	52	dimensional	dimensional	ADJ
ajst-20208	62	53	big	big	ADJ
ajst-20208	62	54	data	datum	NOUN
ajst-20208	62	55	that	that	PRON
ajst-20208	62	56	can	can	AUX
ajst-20208	62	57	be	be	AUX
ajst-20208	62	58	obtained	obtain	VERB
ajst-20208	62	59	anytime	anytime	ADV
ajst-20208	62	60	and	and	CCONJ
ajst-20208	62	61	anywhere	anywhere	ADV
ajst-20208	62	62	at	at	ADP
ajst-20208	62	63	low	low	ADJ
ajst-20208	62	64	cost	cost	NOUN
ajst-20208	62	65	.	.	PUNCT
ajst-20208	63	1	at	at	ADP
ajst-20208	63	2	the	the	DET
ajst-20208	63	3	same	same	ADJ
ajst-20208	63	4	time	time	NOUN
ajst-20208	63	5	,	,	PUNCT
ajst-20208	63	6	with	with	ADP
ajst-20208	63	7	the	the	DET
ajst-20208	63	8	transplantation	transplantation	NOUN
ajst-20208	63	9	of	of	ADP
ajst-20208	63	10	new	new	ADJ
ajst-20208	63	11	technologies	technology	NOUN
ajst-20208	63	12	such	such	ADJ
ajst-20208	63	13	as	as	ADP
ajst-20208	63	14	cloud	cloud	NOUN
ajst-20208	63	15	computing	computing	NOUN
ajst-20208	63	16	,	,	PUNCT
ajst-20208	63	17	edge	edge	NOUN
ajst-20208	63	18	computing	computing	NOUN
ajst-20208	63	19	,	,	PUNCT
ajst-20208	63	20	machine	machine	NOUN
ajst-20208	63	21	learning	learning	NOUN
ajst-20208	63	22	and	and	CCONJ
ajst-20208	63	23	neural	neural	ADJ
ajst-20208	63	24	networks	network	NOUN
ajst-20208	63	25	,	,	PUNCT
ajst-20208	63	26	the	the	DET
ajst-20208	63	27	system	system	NOUN
ajst-20208	63	28	can	can	AUX
ajst-20208	63	29	no	no	ADV
ajst-20208	63	30	longer	long	ADV
ajst-20208	63	31	rely	rely	VERB
ajst-20208	63	32	on	on	ADP
ajst-20208	63	33	complex	complex	ADJ
ajst-20208	63	34	data	data	NOUN
ajst-20208	63	35	models	model	NOUN
ajst-20208	63	36	with	with	ADP
ajst-20208	63	37	many	many	ADJ
ajst-20208	63	38	formula	formula	NOUN
ajst-20208	63	39	variables	variable	NOUN
ajst-20208	63	40	and	and	CCONJ
ajst-20208	63	41	harsh	harsh	ADJ
ajst-20208	63	42	boundary	boundary	ADJ
ajst-20208	63	43	conditions	condition	NOUN
ajst-20208	63	44	in	in	ADP
ajst-20208	63	45	modern	modern	ADJ
ajst-20208	63	46	control	control	NOUN
ajst-20208	63	47	theory	theory	NOUN
ajst-20208	63	48	,	,	PUNCT
ajst-20208	63	49	and	and	CCONJ
ajst-20208	63	50	can	can	AUX
ajst-20208	63	51	be	be	AUX
ajst-20208	63	52	directly	directly	ADV
ajst-20208	63	53	driven	drive	VERB
ajst-20208	63	54	by	by	ADP
ajst-20208	63	55	big	big	ADJ
ajst-20208	63	56	data	datum	NOUN
ajst-20208	63	57	intelligent	intelligent	ADJ
ajst-20208	63	58	decision	decision	NOUN
ajst-20208	63	59	control	control	NOUN
ajst-20208	63	60	and	and	CCONJ
ajst-20208	63	61	iterative	iterative	NOUN
ajst-20208	63	62	learning	learning	NOUN
ajst-20208	63	63	of	of	ADP
ajst-20208	63	64	traffic	traffic	NOUN
ajst-20208	63	65	signals	signal	NOUN
ajst-20208	63	66	.	.	PUNCT
ajst-20208	64	1	through	through	ADP
ajst-20208	64	2	the	the	DET
ajst-20208	64	3	application	application	NOUN
ajst-20208	64	4	of	of	ADP
ajst-20208	64	5	new	new	ADJ
ajst-20208	64	6	technologies	technology	NOUN
ajst-20208	64	7	such	such	ADJ
ajst-20208	64	8	as	as	ADP
ajst-20208	64	9	the	the	DET
ajst-20208	64	10	internet	internet	NOUN
ajst-20208	64	11	of	of	ADP
ajst-20208	64	12	things	thing	NOUN
ajst-20208	64	13	,	,	PUNCT
ajst-20208	64	14	the	the	DET
ajst-20208	64	15	internet	internet	NOUN
ajst-20208	64	16	of	of	ADP
ajst-20208	64	17	vehicles	vehicle	NOUN
ajst-20208	64	18	,	,	PUNCT
ajst-20208	64	19	and	and	CCONJ
ajst-20208	64	20	mobile	mobile	ADJ
ajst-20208	64	21	internet	internet	NOUN
ajst-20208	64	22	,	,	PUNCT
ajst-20208	64	23	traffic	traffic	NOUN
ajst-20208	64	24	signal	signal	NOUN
ajst-20208	64	25	control	control	NOUN
ajst-20208	64	26	has	have	AUX
ajst-20208	64	27	gradually	gradually	ADV
ajst-20208	64	28	changed	change	VERB
ajst-20208	64	29	from	from	ADP
ajst-20208	64	30	traffic	traffic	NOUN
ajst-20208	64	31	response	response	NOUN
ajst-20208	64	32	to	to	ADP
ajst-20208	64	33	traffic	traffic	NOUN
ajst-20208	64	34	demand	demand	NOUN
ajst-20208	64	35	pre	pre	NOUN
ajst-20208	64	36	-	-	NOUN
ajst-20208	64	37	guidance	guidance	ADJ
ajst-20208	64	38	,	,	PUNCT
ajst-20208	64	39	and	and	CCONJ
ajst-20208	64	40	traffic	traffic	NOUN
ajst-20208	64	41	information	information	NOUN
ajst-20208	64	42	active	active	ADJ
ajst-20208	64	43	service	service	NOUN
ajst-20208	64	44	,	,	PUNCT
ajst-20208	64	45	truly	truly	ADV
ajst-20208	64	46	realizing	realize	VERB
ajst-20208	64	47	the	the	DET
ajst-20208	64	48	efficient	efficient	ADJ
ajst-20208	64	49	allocation	allocation	NOUN
ajst-20208	64	50	and	and	CCONJ
ajst-20208	64	51	coordination	coordination	NOUN
ajst-20208	64	52	of	of	ADP
ajst-20208	64	53	traffic	traffic	NOUN
ajst-20208	64	54	elements	element	NOUN
ajst-20208	64	55	such	such	ADJ
ajst-20208	64	56	as	as	ADP
ajst-20208	64	57	people	people	NOUN
ajst-20208	64	58	,	,	PUNCT
ajst-20208	64	59	vehicles	vehicle	NOUN
ajst-20208	64	60	,	,	PUNCT
ajst-20208	64	61	roads	road	NOUN
ajst-20208	64	62	,	,	PUNCT
ajst-20208	64	63	and	and	CCONJ
ajst-20208	64	64	controls	control	NOUN
ajst-20208	64	65	in	in	ADP
ajst-20208	64	66	the	the	DET
ajst-20208	64	67	155	155	NUM
ajst-20208	64	68	whole	whole	ADJ
ajst-20208	64	69	time	time	NOUN
ajst-20208	64	70	and	and	CCONJ
ajst-20208	64	71	space	space	NOUN
ajst-20208	64	72	.	.	PUNCT
ajst-20208	65	1	4	4	X
ajst-20208	65	2	.	.	X
ajst-20208	65	3	conclusion	conclusion	NOUN
ajst-20208	65	4	in	in	ADP
ajst-20208	65	5	the	the	DET
ajst-20208	65	6	early	early	ADJ
ajst-20208	65	7	stage	stage	NOUN
ajst-20208	65	8	of	of	ADP
ajst-20208	65	9	construction	construction	NOUN
ajst-20208	65	10	,	,	PUNCT
ajst-20208	65	11	the	the	DET
ajst-20208	65	12	intelligent	intelligent	ADJ
ajst-20208	65	13	traffic	traffic	NOUN
ajst-20208	65	14	management	management	NOUN
ajst-20208	65	15	system	system	NOUN
ajst-20208	65	16	was	be	AUX
ajst-20208	65	17	restricted	restrict	VERB
ajst-20208	65	18	by	by	ADP
ajst-20208	65	19	the	the	DET
ajst-20208	65	20	basic	basic	ADJ
ajst-20208	65	21	supporting	support	VERB
ajst-20208	65	22	technology	technology	NOUN
ajst-20208	65	23	and	and	CCONJ
ajst-20208	65	24	supported	support	VERB
ajst-20208	65	25	by	by	ADP
ajst-20208	65	26	traditional	traditional	ADJ
ajst-20208	65	27	information	information	NOUN
ajst-20208	65	28	and	and	CCONJ
ajst-20208	65	29	communication	communication	NOUN
ajst-20208	65	30	technology	technology	NOUN
ajst-20208	65	31	means	mean	VERB
ajst-20208	65	32	to	to	PART
ajst-20208	65	33	achieve	achieve	VERB
ajst-20208	65	34	preliminary	preliminary	ADJ
ajst-20208	65	35	information	information	NOUN
ajst-20208	65	36	collection	collection	NOUN
ajst-20208	65	37	,	,	PUNCT
ajst-20208	65	38	data	datum	NOUN
ajst-20208	65	39	analysis	analysis	NOUN
ajst-20208	65	40	,	,	PUNCT
ajst-20208	65	41	automatic	automatic	ADJ
ajst-20208	65	42	control	control	NOUN
ajst-20208	65	43	,	,	PUNCT
ajst-20208	65	44	command	command	NOUN
ajst-20208	65	45	and	and	CCONJ
ajst-20208	65	46	dispatch	dispatch	NOUN
ajst-20208	65	47	,	,	PUNCT
ajst-20208	65	48	information	information	NOUN
ajst-20208	65	49	service	service	NOUN
ajst-20208	65	50	and	and	CCONJ
ajst-20208	65	51	other	other	ADJ
ajst-20208	65	52	functions	function	NOUN
ajst-20208	65	53	.	.	PUNCT
ajst-20208	66	1	at	at	ADP
ajst-20208	66	2	that	that	DET
ajst-20208	66	3	time	time	NOUN
ajst-20208	66	4	,	,	PUNCT
ajst-20208	66	5	the	the	DET
ajst-20208	66	6	amount	amount	NOUN
ajst-20208	66	7	of	of	ADP
ajst-20208	66	8	information	information	NOUN
ajst-20208	66	9	collection	collection	NOUN
ajst-20208	66	10	was	be	AUX
ajst-20208	66	11	limited	limit	VERB
ajst-20208	66	12	,	,	PUNCT
ajst-20208	66	13	the	the	DET
ajst-20208	66	14	communication	communication	NOUN
ajst-20208	66	15	speed	speed	NOUN
ajst-20208	66	16	was	be	AUX
ajst-20208	66	17	restricted	restrict	VERB
ajst-20208	66	18	,	,	PUNCT
ajst-20208	66	19	and	and	CCONJ
ajst-20208	66	20	the	the	DET
ajst-20208	66	21	control	control	NOUN
ajst-20208	66	22	method	method	NOUN
ajst-20208	66	23	was	be	AUX
ajst-20208	66	24	simple	simple	ADJ
ajst-20208	66	25	.	.	PUNCT
ajst-20208	67	1	but	but	CCONJ
ajst-20208	67	2	it	it	PRON
ajst-20208	67	3	also	also	ADV
ajst-20208	67	4	plays	play	VERB
ajst-20208	67	5	an	an	DET
ajst-20208	67	6	important	important	ADJ
ajst-20208	67	7	role	role	NOUN
ajst-20208	67	8	in	in	ADP
ajst-20208	67	9	automatic	automatic	ADJ
ajst-20208	67	10	signal	signal	NOUN
ajst-20208	67	11	control	control	NOUN
ajst-20208	67	12	,	,	PUNCT
ajst-20208	67	13	information	information	NOUN
ajst-20208	67	14	services	service	NOUN
ajst-20208	67	15	,	,	PUNCT
ajst-20208	67	16	emergency	emergency	NOUN
ajst-20208	67	17	traffic	traffic	NOUN
ajst-20208	67	18	and	and	CCONJ
ajst-20208	67	19	so	so	ADV
ajst-20208	67	20	on	on	ADV
ajst-20208	67	21	.	.	PUNCT
ajst-20208	68	1	in	in	ADP
ajst-20208	68	2	recent	recent	ADJ
ajst-20208	68	3	years	year	NOUN
ajst-20208	68	4	,	,	PUNCT
ajst-20208	68	5	cloud	cloud	NOUN
ajst-20208	68	6	computing	computing	NOUN
ajst-20208	68	7	,	,	PUNCT
ajst-20208	68	8	big	big	ADJ
ajst-20208	68	9	data	datum	NOUN
ajst-20208	68	10	,	,	PUNCT
ajst-20208	68	11	internet	internet	NOUN
ajst-20208	68	12	of	of	ADP
ajst-20208	68	13	things	thing	NOUN
ajst-20208	68	14	,	,	PUNCT
ajst-20208	68	15	mobile	mobile	ADJ
ajst-20208	68	16	internet	internet	NOUN
ajst-20208	68	17	,	,	PUNCT
ajst-20208	68	18	artificial	artificial	ADJ
ajst-20208	68	19	intelligence	intelligence	NOUN
ajst-20208	68	20	and	and	CCONJ
ajst-20208	68	21	other	other	ADJ
ajst-20208	68	22	technologies	technology	NOUN
ajst-20208	68	23	have	have	AUX
ajst-20208	68	24	been	be	AUX
ajst-20208	68	25	gradually	gradually	ADV
ajst-20208	68	26	introduced	introduce	VERB
ajst-20208	68	27	into	into	ADP
ajst-20208	68	28	intelligent	intelligent	ADJ
ajst-20208	68	29	transportation	transportation	NOUN
ajst-20208	68	30	systems	system	NOUN
ajst-20208	68	31	and	and	CCONJ
ajst-20208	68	32	gradually	gradually	ADV
ajst-20208	68	33	play	play	VERB
ajst-20208	68	34	an	an	DET
ajst-20208	68	35	increasingly	increasingly	ADV
ajst-20208	68	36	significant	significant	ADJ
ajst-20208	68	37	role	role	NOUN
ajst-20208	68	38	in	in	ADP
ajst-20208	68	39	some	some	DET
ajst-20208	68	40	scenarios	scenario	NOUN
ajst-20208	68	41	.	.	PUNCT
ajst-20208	69	1	big	big	ADJ
ajst-20208	69	2	data	datum	NOUN
ajst-20208	69	3	analysis	analysis	NOUN
ajst-20208	69	4	algorithms	algorithm	NOUN
ajst-20208	69	5	,	,	PUNCT
ajst-20208	69	6	ai	ai	VERB
ajst-20208	69	7	algorithms	algorithm	NOUN
ajst-20208	69	8	,	,	PUNCT
ajst-20208	69	9	and	and	CCONJ
ajst-20208	69	10	deep	deep	ADJ
ajst-20208	69	11	learning	learning	NOUN
ajst-20208	69	12	improve	improve	VERB
ajst-20208	69	13	data	datum	NOUN
ajst-20208	69	14	analysis	analysis	NOUN
ajst-20208	69	15	capabilities	capability	NOUN
ajst-20208	69	16	,	,	PUNCT
ajst-20208	69	17	which	which	PRON
ajst-20208	69	18	can	can	AUX
ajst-20208	69	19	promote	promote	VERB
ajst-20208	69	20	urban	urban	ADJ
ajst-20208	69	21	intelligent	intelligent	ADJ
ajst-20208	69	22	traffic	traffic	NOUN
ajst-20208	69	23	management	management	NOUN
ajst-20208	69	24	systems	system	NOUN
ajst-20208	69	25	to	to	PART
ajst-20208	69	26	maximize	maximize	VERB
ajst-20208	69	27	their	their	PRON
ajst-20208	69	28	value	value	NOUN
ajst-20208	69	29	,	,	PUNCT
ajst-20208	69	30	provide	provide	VERB
ajst-20208	69	31	more	more	ADV
ajst-20208	69	32	scientific	scientific	ADJ
ajst-20208	69	33	and	and	CCONJ
ajst-20208	69	34	reliable	reliable	ADJ
ajst-20208	69	35	support	support	NOUN
ajst-20208	69	36	for	for	ADP
ajst-20208	69	37	traffic	traffic	NOUN
ajst-20208	69	38	management	management	NOUN
ajst-20208	69	39	decisions	decision	NOUN
ajst-20208	69	40	,	,	PUNCT
ajst-20208	69	41	and	and	CCONJ
ajst-20208	69	42	strive	strive	VERB
ajst-20208	69	43	to	to	PART
ajst-20208	69	44	provide	provide	VERB
ajst-20208	69	45	better	well	ADJ
ajst-20208	69	46	services	service	NOUN
ajst-20208	69	47	for	for	ADP
ajst-20208	69	48	people	people	NOUN
ajst-20208	69	49	while	while	SCONJ
ajst-20208	69	50	improving	improve	VERB
ajst-20208	69	51	management	management	NOUN
ajst-20208	69	52	efficiency	efficiency	NOUN
ajst-20208	69	53	references	reference	NOUN
ajst-20208	69	54	[	[	X
ajst-20208	69	55	1	1	NUM
ajst-20208	69	56	]	]	PUNCT
ajst-20208	69	57	yao	yao	PROPN
ajst-20208	69	58	lin	lin	PROPN
ajst-20208	69	59	,	,	PUNCT
ajst-20208	69	60	ma	ma	PROPN
ajst-20208	69	61	fang	fang	PROPN
ajst-20208	69	62	,	,	PUNCT
ajst-20208	69	63	duan	duan	PROPN
ajst-20208	69	64	shihong	shihong	PROPN
ajst-20208	69	65	.	.	PUNCT
ajst-20208	70	1	an	an	DET
ajst-20208	70	2	object	object	NOUN
ajst-20208	70	3	reconstruction	reconstruction	NOUN
ajst-20208	70	4	algorithm	algorithm	NOUN
ajst-20208	70	5	for	for	ADP
ajst-20208	70	6	moving	move	VERB
ajst-20208	70	7	vehicle	vehicle	NOUN
ajst-20208	70	8	detection	detection	NOUN
ajst-20208	70	9	based	base	VERB
ajst-20208	70	10	on	on	ADP
ajst-20208	70	11	three	three	NUM
ajst-20208	70	12	-	-	PUNCT
ajst-20208	70	13	frame	frame	NOUN
ajst-20208	70	14	differencing[c]//	differencing[c]//	PROPN
ajst-20208	70	15	2015	2015	NUM
ajst-20208	70	16	ieee	ieee	PROPN
ajst-20208	70	17	12th	12th	PROPN
ajst-20208	70	18	intl	intl	PROPN
ajst-20208	70	19	confon	confon	PROPN
ajst-20208	70	20	ubiquitous	ubiquitous	ADJ
ajst-20208	70	21	intelligence	intelligence	NOUN
ajst-20208	70	22	and	and	CCONJ
ajst-20208	70	23	computing	computing	NOUN
ajst-20208	70	24	and	and	CCONJ
ajst-20208	70	25	2015	2015	NUM
ajst-20208	70	26	ieee	ieee	PROPN
ajst-20208	70	27	12th	12th	PROPN
ajst-20208	70	28	intl	intl	PROPN
ajst-20208	70	29	conf	conf	NOUN
ajst-20208	70	30	on	on	ADP
ajst-20208	70	31	autonomic	autonomic	ADJ
ajst-20208	70	32	and	and	CCONJ
ajst-20208	70	33	trusted	trusted	ADJ
ajst-20208	70	34	computing	computing	NOUN
ajst-20208	70	35	and	and	CCONJ
ajst-20208	70	36	2015	2015	NUM
ajst-20208	70	37	ieee	ieee	PROPN
ajst-20208	70	38	15th	15th	PROPN
ajst-20208	70	39	intl	intl	PROPN
ajst-20208	70	40	conf	conf	NOUN
ajst-20208	70	41	on	on	ADP
ajst-20208	70	42	scalable	scalable	ADJ
ajst-20208	70	43	computing	computing	NOUN
ajst-20208	70	44	and	and	CCONJ
ajst-20208	70	45	communications	communication	NOUN
ajst-20208	70	46	and	and	CCONJ
ajst-20208	70	47	its	its	PRON
ajst-20208	70	48	associated	associated	ADJ
ajst-20208	70	49	workshops	workshop	NOUN
ajst-20208	70	50	(	(	PUNCT
ajst-20208	70	51	uic	uic	NOUN
ajst-20208	70	52	-	-	PUNCT
ajst-20208	70	53	atc	atc	ADJ
ajst-20208	70	54	-	-	PUNCT
ajst-20208	70	55	scal	scal	ADJ
ajst-20208	70	56	com	com	NOUN
ajst-20208	70	57	)	)	PUNCT
ajst-20208	70	58	.	.	PUNCT
ajst-20208	71	1	ieee	ieee	PROPN
ajst-20208	71	2	,	,	PUNCT
ajst-20208	71	3	2015	2015	NUM
ajst-20208	71	4	:	:	PUNCT
ajst-20208	71	5	1864	1864	NUM
ajst-20208	71	6	-	-	SYM
ajst-20208	71	7	1868	1868	NUM
ajst-20208	71	8	.	.	PUNCT
ajst-20208	72	1	[	[	X
ajst-20208	72	2	2	2	X
ajst-20208	72	3	]	]	PUNCT
ajst-20208	72	4	he	he	PRON
ajst-20208	72	5	kaiming	kaiming	PROPN
ajst-20208	72	6	,	,	PUNCT
ajst-20208	72	7	zhang	zhang	PROPN
ajst-20208	72	8	xiangyu	xiangyu	PROPN
ajst-20208	72	9	,	,	PUNCT
ajst-20208	72	10	ren	ren	PROPN
ajst-20208	72	11	shaoqing	shaoqing	PROPN
ajst-20208	72	12	,	,	PUNCT
ajst-20208	72	13	et	et	PROPN
ajst-20208	72	14	al	al	PROPN
ajst-20208	72	15	.	.	PUNCT
ajst-20208	73	1	spatial	spatial	ADJ
ajst-20208	73	2	pyramid	pyramid	NOUN
ajst-20208	73	3	pooling	pool	VERB
ajst-20208	73	4	in	in	ADP
ajst-20208	73	5	deep	deep	ADJ
ajst-20208	73	6	convolutional	convolutional	ADJ
ajst-20208	73	7	networks	network	NOUN
ajst-20208	73	8	for	for	ADP
ajst-20208	73	9	visual	visual	ADJ
ajst-20208	73	10	recognition[j	recognition[j	NOUN
ajst-20208	73	11	]	]	PUNCT
ajst-20208	73	12	.	.	PUNCT
ajst-20208	74	1	ieee	ieee	NOUN
ajst-20208	74	2	transactions	transaction	NOUN
ajst-20208	74	3	on	on	ADP
ajst-20208	74	4	pattern	pattern	NOUN
ajst-20208	74	5	analysis	analysis	NOUN
ajst-20208	74	6	and	and	CCONJ
ajst-20208	74	7	machine	machine	NOUN
ajst-20208	74	8	intelligence	intelligence	NOUN
ajst-20208	74	9	,	,	PUNCT
ajst-20208	74	10	2015	2015	NUM
ajst-20208	74	11	,	,	PUNCT
ajst-20208	74	12	37(9	37(9	NUM
ajst-20208	74	13	):	):	PUNCT
ajst-20208	74	14	1904	1904	NUM
ajst-20208	74	15	-	-	SYM
ajst-20208	74	16	1916	1916	NUM
ajst-20208	74	17	.	.	PUNCT
ajst-20208	75	1	[	[	X
ajst-20208	75	2	3	3	X
ajst-20208	75	3	]	]	X
ajst-20208	75	4	jin	jin	NOUN
ajst-20208	75	5	shasha	shasha	PROPN
ajst-20208	75	6	,	,	PUNCT
ajst-20208	75	7	long	long	PROPN
ajst-20208	75	8	wei	wei	PROPN
ajst-20208	75	9	,	,	PUNCT
ajst-20208	75	10	hu	hu	PROPN
ajst-20208	75	11	lingxi	lingxi	PROPN
ajst-20208	75	12	,	,	PUNCT
ajst-20208	75	13	wang	wang	PROPN
ajst-20208	75	14	tianyu	tianyu	PROPN
ajst-20208	75	15	,	,	PUNCT
ajst-20208	75	16	pan	pan	PROPN
ajst-20208	75	17	hua	hua	PROPN
ajst-20208	75	18	,	,	PUNCT
ajst-20208	75	19	jiang	jiang	PROPN
ajst-20208	75	20	linhua	linhua	PROPN
ajst-20208	75	21	.	.	PUNCT
ajst-20208	76	1	research	research	NOUN
ajst-20208	76	2	progress	progress	NOUN
ajst-20208	76	3	of	of	ADP
ajst-20208	76	4	multi	multi	ADJ
ajst-20208	76	5	-	-	ADJ
ajst-20208	76	6	target	target	ADJ
ajst-20208	76	7	detection	detection	NOUN
ajst-20208	76	8	and	and	CCONJ
ajst-20208	76	9	tracking	track	VERB
ajst-20208	76	10	algorithm	algorithm	NOUN
ajst-20208	76	11	in	in	ADP
ajst-20208	76	12	intelligent	intelligent	ADJ
ajst-20208	76	13	traffic	traffic	NOUN
ajst-20208	76	14	monitoring	monitoring	NOUN
ajst-20208	76	15	system	system	NOUN
ajst-20208	77	1	[	[	X
ajst-20208	77	2	j	j	X
ajst-20208	77	3	/	/	SYM
ajst-20208	77	4	ol	ol	PROPN
ajst-20208	77	5	]	]	PUNCT
ajst-20208	77	6	.	.	PUNCT
ajst-20208	78	1	control	control	NOUN
ajst-20208	78	2	and	and	CCONJ
ajst-20208	78	3	decision	decision	NOUN
ajst-20208	78	4	:1	:1	PUNCT
ajst-20208	78	5	-	-	NOUN
ajst-20208	78	6	13[2022	13[2022	NUM
ajst-20208	78	7	-	-	PUNCT
ajst-20208	78	8	04	04	NUM
ajst-20208	78	9	-	-	SYM
ajst-20208	78	10	29	29	NUM
ajst-20208	78	11	]	]	PUNCT
ajst-20208	78	12	.	.	PUNCT
ajst-20208	79	1	[	[	X
ajst-20208	79	2	4	4	NUM
ajst-20208	79	3	]	]	X
ajst-20208	79	4	li	li	PROPN
ajst-20208	79	5	zhenxiao	zhenxiao	PROPN
ajst-20208	79	6	,	,	PUNCT
ajst-20208	79	7	sun	sun	PROPN
ajst-20208	79	8	wei	wei	PROPN
ajst-20208	79	9	,	,	PUNCT
ajst-20208	79	10	liu	liu	PROPN
ajst-20208	79	11	mingming	mingming	PROPN
ajst-20208	79	12	,	,	PUNCT
ajst-20208	79	13	zheng	zheng	PROPN
ajst-20208	79	14	lili	lili	PROPN
ajst-20208	79	15	,	,	PUNCT
ajst-20208	79	16	chen	chen	PROPN
ajst-20208	79	17	shaoying	shaoying	PROPN
ajst-20208	79	18	.	.	PUNCT
ajst-20208	80	1	research	research	NOUN
ajst-20208	80	2	on	on	ADP
ajst-20208	80	3	vehicle	vehicle	NOUN
ajst-20208	80	4	detection	detection	NOUN
ajst-20208	80	5	and	and	CCONJ
ajst-20208	80	6	tracking	track	VERB
ajst-20208	80	7	algorithm	algorithm	NOUN
ajst-20208	80	8	in	in	ADP
ajst-20208	80	9	traffic	traffic	NOUN
ajst-20208	80	10	monitoring	monitoring	NOUN
ajst-20208	80	11	scenario	scenario	NOUN
ajst-20208	81	1	[	[	X
ajst-20208	81	2	j	j	X
ajst-20208	81	3	]	]	X
ajst-20208	81	4	.	.	PUNCT
ajst-20208	82	1	computer	computer	NOUN
ajst-20208	82	2	engineering	engineering	NOUN
ajst-20208	82	3	and	and	CCONJ
ajst-20208	82	4	applications,2021,57(08):103	applications,2021,57(08):103	NOUN
ajst-20208	82	5	-	-	PUNCT
ajst-20208	82	6	111	111	NUM
ajst-20208	82	7	.	.	PUNCT
ajst-20208	83	1	(	(	PUNCT
ajst-20208	83	2	in	in	ADP
ajst-20208	83	3	chinese	chinese	PROPN
ajst-20208	83	4	)	)	PUNCT
ajst-20208	84	1	[	[	X
ajst-20208	84	2	5	5	NUM
ajst-20208	84	3	]	]	PUNCT
ajst-20208	84	4	jayakrishnan	jayakrishnan	NOUN
ajst-20208	84	5	r	r	PROPN
ajst-20208	84	6	,	,	PUNCT
ajst-20208	84	7	mahmassani	mahmassani	X
ajst-20208	84	8	h	h	PROPN
ajst-20208	84	9	s	s	PROPN
ajst-20208	84	10	,	,	PUNCT
ajst-20208	84	11	hu	hu	PROPN
ajst-20208	84	12	t	t	PROPN
ajst-20208	84	13	y.	y.	PROPN
ajst-20208	84	14	anevaluation	anevaluation	PROPN
ajst-20208	84	15	tool	tool	NOUN
ajst-20208	84	16	for	for	ADP
ajst-20208	84	17	advanced	advanced	ADJ
ajst-20208	84	18	traffic	traffic	NOUN
ajst-20208	84	19	information	information	NOUN
ajst-20208	84	20	and	and	CCONJ
ajst-20208	84	21	management	management	NOUN
ajst-20208	84	22	systems	system	NOUN
ajst-20208	84	23	in	in	ADP
ajst-20208	84	24	urban	urban	ADJ
ajst-20208	84	25	networks[j	networks[j	PROPN
ajst-20208	84	26	]	]	X
ajst-20208	84	27	.	.	PUNCT
ajst-20208	85	1	transportation	transportation	NOUN
ajst-20208	85	2	research	research	NOUN
ajst-20208	85	3	partc	partc	NOUN
ajst-20208	85	4	:	:	PUNCT
ajst-20208	85	5	emerging	emerge	VERB
ajst-20208	85	6	technologies	technology	NOUN
ajst-20208	85	7	,	,	PUNCT
ajst-20208	85	8	1994	1994	NUM
ajst-20208	85	9	,	,	PUNCT
ajst-20208	85	10	2(3	2(3	NUM
ajst-20208	85	11	):	):	PUNCT
ajst-20208	85	12	129	129	NUM
ajst-20208	85	13	-	-	SYM
ajst-20208	85	14	147	147	NUM
ajst-20208	85	15	.	.	PUNCT
ajst-20208	86	1	[	[	X
ajst-20208	86	2	6	6	NUM
ajst-20208	86	3	]	]	PUNCT
ajst-20208	86	4	yang	yang	PROPN
ajst-20208	86	5	xiaoli	xiaoli	PROPN
ajst-20208	86	6	.	.	PUNCT
ajst-20208	87	1	research	research	NOUN
ajst-20208	87	2	on	on	ADP
ajst-20208	87	3	traffic	traffic	NOUN
ajst-20208	87	4	information	information	NOUN
ajst-20208	87	5	service	service	NOUN
ajst-20208	87	6	based	base	VERB
ajst-20208	87	7	on	on	ADP
ajst-20208	87	8	big	big	ADJ
ajst-20208	87	9	data	datum	NOUN
ajst-20208	87	10	of	of	ADP
ajst-20208	87	11	vehicle	vehicle	NOUN
ajst-20208	87	12	networking	network	VERB
ajst-20208	87	13	[	[	X
ajst-20208	87	14	j	j	X
ajst-20208	87	15	]	]	X
ajst-20208	87	16	.	.	PUNCT
ajst-20208	88	1	wireless	wireless	ADJ
ajst-20208	88	2	internet	internet	NOUN
ajst-20208	88	3	technology,2017(16):35	technology,2017(16):35	NOUN
ajst-20208	88	4	-	-	PUNCT
ajst-20208	88	5	36	36	NUM
ajst-20208	88	6	.	.	PUNCT
ajst-20208	89	1	(	(	PUNCT
ajst-20208	89	2	in	in	ADP
ajst-20208	89	3	chinese	chinese	PROPN
ajst-20208	89	4	)	)	PUNCT
ajst-20208	90	1	[	[	X
ajst-20208	90	2	7	7	X
ajst-20208	90	3	]	]	X
ajst-20208	90	4	he	he	PRON
ajst-20208	90	5	jing	jing	PROPN
ajst-20208	90	6	,	,	PUNCT
ajst-20208	90	7	xu	xu	PROPN
ajst-20208	90	8	yongchang	yongchang	PROPN
ajst-20208	90	9	.	.	PUNCT
ajst-20208	91	1	application	application	NOUN
ajst-20208	91	2	of	of	ADP
ajst-20208	91	3	big	big	ADJ
ajst-20208	91	4	data	datum	NOUN
ajst-20208	91	5	analysis	analysis	NOUN
ajst-20208	91	6	in	in	ADP
ajst-20208	91	7	highway	highway	NOUN
ajst-20208	91	8	traffic	traffic	NOUN
ajst-20208	91	9	information	information	NOUN
ajst-20208	91	10	service	service	NOUN
ajst-20208	92	1	[	[	X
ajst-20208	92	2	j	j	X
ajst-20208	92	3	]	]	X
ajst-20208	92	4	.	.	PUNCT
ajst-20208	93	1	china	china	PROPN
ajst-20208	93	2	transportation	transportation	PROPN
ajst-20208	93	3	informatization,2019(04):108	informatization,2019(04):108	PROPN
ajst-20208	93	4	-	-	PUNCT
ajst-20208	93	5	111	111	NUM
ajst-20208	93	6	.	.	PUNCT
ajst-20208	94	1	[	[	X
ajst-20208	94	2	8	8	NUM
ajst-20208	94	3	]	]	PUNCT
ajst-20208	94	4	khiang	khiang	NOUN
ajst-20208	94	5	k	k	PROPN
ajst-20208	94	6	,	,	PUNCT
ajst-20208	94	7	khalid	khalid	PROPN
ajst-20208	94	8	m	m	PROPN
ajst-20208	94	9	,	,	PUNCT
ajst-20208	94	10	yusof	yusof	PROPN
ajst-20208	94	11	r.	r.	PROPN
ajst-20208	94	12	intelligent	intelligent	ADJ
ajst-20208	94	13	traffic	traffic	NOUN
ajst-20208	94	14	lights	light	NOUN
ajst-20208	94	15	control	control	NOUN
ajst-20208	94	16	by	by	ADP
ajst-20208	94	17	fuzzy	fuzzy	ADJ
ajst-20208	94	18	logic	logic	NOUN
ajst-20208	94	19	[	[	X
ajst-20208	94	20	j].malaysian	j].malaysian	ADJ
ajst-20208	94	21	journal	journal	NOUN
ajst-20208	94	22	of	of	ADP
ajst-20208	94	23	computer	computer	NOUN
ajst-20208	94	24	science	science	NOUN
ajst-20208	94	25	,	,	PUNCT
ajst-20208	94	26	1996	1996	NUM
ajst-20208	94	27	,	,	PUNCT
ajst-20208	94	28	9(2):29	9(2):29	NOUN
ajst-20208	94	29	-	-	SYM
ajst-20208	94	30	35	35	NUM
ajst-20208	94	31	.	.	PUNCT
ajst-20208	95	1	[	[	X
ajst-20208	95	2	9	9	NUM
ajst-20208	95	3	]	]	PUNCT
ajst-20208	95	4	febbraro	febbraro	NOUN
ajst-20208	95	5	a	a	DET
ajst-20208	95	6	d	d	PROPN
ajst-20208	95	7	,	,	PUNCT
ajst-20208	95	8	giglio	giglio	PROPN
ajst-20208	95	9	d	d	PROPN
ajst-20208	95	10	,	,	PUNCT
ajst-20208	95	11	sacco	sacco	PROPN
ajst-20208	95	12	n.	n.	PROPN
ajst-20208	95	13	urban	urban	PROPN
ajst-20208	95	14	traffic	traffic	PROPN
ajst-20208	95	15	control	control	NOUN
ajst-20208	95	16	structure	structure	NOUN
ajst-20208	95	17	based	base	VERB
ajst-20208	95	18	on	on	ADP
ajst-20208	95	19	hybrid	hybrid	ADJ
ajst-20208	95	20	petrinets	petrinet	NOUN
ajst-20208	96	1	[	[	X
ajst-20208	96	2	j	j	X
ajst-20208	96	3	]	]	X
ajst-20208	96	4	.	.	PUNCT
ajst-20208	97	1	ieee	ieee	NOUN
ajst-20208	97	2	transactions	transaction	NOUN
ajst-20208	97	3	on	on	ADP
ajst-20208	97	4	intelligent	intelligent	ADJ
ajst-20208	97	5	transportation	transportation	NOUN
ajst-20208	97	6	systems	system	NOUN
ajst-20208	97	7	,	,	PUNCT
ajst-20208	97	8	2004	2004	NUM
ajst-20208	97	9	,	,	PUNCT
ajst-20208	97	10	5(4):224	5(4):224	NUM
ajst-20208	97	11	-	-	SYM
ajst-20208	97	12	237	237	NUM
ajst-20208	97	13	.	.	PUNCT