id	sid	tid	token	lemma	pos
ajst-4121	1	1	academic	academic	ADJ
ajst-4121	1	2	journal	journal	NOUN
ajst-4121	1	3	of	of	ADP
ajst-4121	1	4	science	science	NOUN
ajst-4121	1	5	and	and	CCONJ
ajst-4121	1	6	technology	technology	NOUN
ajst-4121	1	7	issn	issn	NOUN
ajst-4121	1	8	:	:	PUNCT
ajst-4121	1	9	2771	2771	NUM
ajst-4121	1	10	-	-	SYM
ajst-4121	1	11	3032	3032	NUM
ajst-4121	1	12	|	|	NOUN
ajst-4121	1	13	vol	vol	NOUN
ajst-4121	1	14	.	.	PROPN
ajst-4121	2	1	4	4	NUM
ajst-4121	2	2	,	,	PUNCT
ajst-4121	2	3	no	no	INTJ
ajst-4121	2	4	.	.	NOUN
ajst-4121	2	5	2	2	NUM
ajst-4121	2	6	,	,	PUNCT
ajst-4121	2	7	2022	2022	NUM
ajst-4121	2	8	125	125	NUM
ajst-4121	2	9	research	research	NOUN
ajst-4121	2	10	on	on	ADP
ajst-4121	2	11	traffic	traffic	NOUN
ajst-4121	2	12	informatization	informatization	NOUN
ajst-4121	2	13	and	and	CCONJ
ajst-4121	2	14	intelligent	intelligent	ADJ
ajst-4121	2	15	construction	construction	NOUN
ajst-4121	2	16	based	base	VERB
ajst-4121	2	17	on	on	ADP
ajst-4121	2	18	urban	urban	ADJ
ajst-4121	2	19	traffic	traffic	NOUN
ajst-4121	2	20	big	big	ADJ
ajst-4121	2	21	data	datum	NOUN
ajst-4121	2	22	qiang	qiang	PROPN
ajst-4121	2	23	lin	lin	PROPN
ajst-4121	2	24	shijiazhuang	shijiazhuang	PROPN
ajst-4121	2	25	hi	hi	PROPN
ajst-4121	2	26	-	-	PUNCT
ajst-4121	2	27	tech	tech	ADJ
ajst-4121	2	28	industrial	industrial	ADJ
ajst-4121	2	29	development	development	NOUN
ajst-4121	2	30	zone	zone	NOUN
ajst-4121	2	31	,	,	PUNCT
ajst-4121	2	32	shijiazhuang	shijiazhuang	PROPN
ajst-4121	2	33	hebei	hebei	PROPN
ajst-4121	2	34	,	,	PUNCT
ajst-4121	2	35	china	china	PROPN
ajst-4121	2	36	abstract	abstract	NOUN
ajst-4121	2	37	:	:	PUNCT
ajst-4121	3	1	urban	urban	ADJ
ajst-4121	3	2	traffic	traffic	NOUN
ajst-4121	3	3	is	be	AUX
ajst-4121	3	4	a	a	DET
ajst-4121	3	5	new	new	ADJ
ajst-4121	3	6	traffic	traffic	NOUN
ajst-4121	3	7	demand	demand	NOUN
ajst-4121	3	8	network	network	NOUN
ajst-4121	3	9	defined	define	VERB
ajst-4121	3	10	by	by	ADP
ajst-4121	3	11	residents	resident	NOUN
ajst-4121	3	12	'	'	PART
ajst-4121	3	13	travel	travel	NOUN
ajst-4121	3	14	behavior	behavior	NOUN
ajst-4121	3	15	and	and	CCONJ
ajst-4121	3	16	community	community	NOUN
ajst-4121	3	17	relationship	relationship	NOUN
ajst-4121	3	18	.	.	PUNCT
ajst-4121	4	1	from	from	ADP
ajst-4121	4	2	the	the	DET
ajst-4121	4	3	management	management	NOUN
ajst-4121	4	4	level	level	NOUN
ajst-4121	4	5	,	,	PUNCT
ajst-4121	4	6	we	we	PRON
ajst-4121	4	7	should	should	AUX
ajst-4121	4	8	actively	actively	ADV
ajst-4121	4	9	study	study	VERB
ajst-4121	4	10	and	and	CCONJ
ajst-4121	4	11	explore	explore	VERB
ajst-4121	4	12	the	the	DET
ajst-4121	4	13	construction	construction	NOUN
ajst-4121	4	14	of	of	ADP
ajst-4121	4	15	urban	urban	ADJ
ajst-4121	4	16	traffic	traffic	NOUN
ajst-4121	4	17	informatization	informatization	NOUN
ajst-4121	4	18	and	and	CCONJ
ajst-4121	4	19	intelligence	intelligence	NOUN
ajst-4121	4	20	,	,	PUNCT
ajst-4121	4	21	strengthen	strengthen	VERB
ajst-4121	4	22	the	the	DET
ajst-4121	4	23	operation	operation	NOUN
ajst-4121	4	24	efficiency	efficiency	NOUN
ajst-4121	4	25	of	of	ADP
ajst-4121	4	26	infrastructure	infrastructure	NOUN
ajst-4121	4	27	and	and	CCONJ
ajst-4121	4	28	the	the	DET
ajst-4121	4	29	dynamic	dynamic	ADJ
ajst-4121	4	30	supervision	supervision	NOUN
ajst-4121	4	31	of	of	ADP
ajst-4121	4	32	traffic	traffic	NOUN
ajst-4121	4	33	in	in	ADP
ajst-4121	4	34	various	various	ADJ
ajst-4121	4	35	fields	field	NOUN
ajst-4121	4	36	and	and	CCONJ
ajst-4121	4	37	subsystems	subsystem	NOUN
ajst-4121	4	38	of	of	ADP
ajst-4121	4	39	the	the	DET
ajst-4121	4	40	city	city	NOUN
ajst-4121	4	41	,	,	PUNCT
ajst-4121	4	42	and	and	CCONJ
ajst-4121	4	43	promote	promote	VERB
ajst-4121	4	44	the	the	DET
ajst-4121	4	45	integrated	integrate	VERB
ajst-4121	4	46	management	management	NOUN
ajst-4121	4	47	of	of	ADP
ajst-4121	4	48	urban	urban	ADJ
ajst-4121	4	49	network	network	NOUN
ajst-4121	4	50	operation	operation	NOUN
ajst-4121	4	51	,	,	PUNCT
ajst-4121	4	52	management	management	NOUN
ajst-4121	4	53	,	,	PUNCT
ajst-4121	4	54	emergency	emergency	NOUN
ajst-4121	4	55	response	response	NOUN
ajst-4121	4	56	,	,	PUNCT
ajst-4121	4	57	treatment	treatment	NOUN
ajst-4121	4	58	and	and	CCONJ
ajst-4121	4	59	maintenance	maintenance	NOUN
ajst-4121	4	60	.	.	PUNCT
ajst-4121	5	1	under	under	ADP
ajst-4121	5	2	the	the	DET
ajst-4121	5	3	background	background	NOUN
ajst-4121	5	4	of	of	ADP
ajst-4121	5	5	big	big	ADJ
ajst-4121	5	6	data	datum	NOUN
ajst-4121	5	7	,	,	PUNCT
ajst-4121	5	8	build	build	VERB
ajst-4121	5	9	an	an	DET
ajst-4121	5	10	information	information	NOUN
ajst-4121	5	11	and	and	CCONJ
ajst-4121	5	12	intelligent	intelligent	ADJ
ajst-4121	5	13	system	system	NOUN
ajst-4121	5	14	of	of	ADP
ajst-4121	5	15	urban	urban	ADJ
ajst-4121	5	16	traffic	traffic	NOUN
ajst-4121	5	17	to	to	PART
ajst-4121	5	18	solve	solve	VERB
ajst-4121	5	19	the	the	DET
ajst-4121	5	20	problems	problem	NOUN
ajst-4121	5	21	of	of	ADP
ajst-4121	5	22	poor	poor	ADJ
ajst-4121	5	23	standardization	standardization	NOUN
ajst-4121	5	24	,	,	PUNCT
ajst-4121	5	25	low	low	ADJ
ajst-4121	5	26	level	level	NOUN
ajst-4121	5	27	of	of	ADP
ajst-4121	5	28	digitalization	digitalization	NOUN
ajst-4121	5	29	,	,	PUNCT
ajst-4121	5	30	poor	poor	ADJ
ajst-4121	5	31	sharing	sharing	NOUN
ajst-4121	5	32	and	and	CCONJ
ajst-4121	5	33	wide	wide	ADJ
ajst-4121	5	34	sources	source	NOUN
ajst-4121	5	35	of	of	ADP
ajst-4121	5	36	existing	exist	VERB
ajst-4121	5	37	cost	cost	NOUN
ajst-4121	5	38	control	control	NOUN
ajst-4121	5	39	information	information	NOUN
ajst-4121	5	40	.	.	PUNCT
ajst-4121	6	1	from	from	ADP
ajst-4121	6	2	the	the	DET
ajst-4121	6	3	perspective	perspective	NOUN
ajst-4121	6	4	of	of	ADP
ajst-4121	6	5	system	system	NOUN
ajst-4121	6	6	architecture	architecture	NOUN
ajst-4121	6	7	and	and	CCONJ
ajst-4121	6	8	function	function	NOUN
ajst-4121	6	9	,	,	PUNCT
ajst-4121	6	10	the	the	DET
ajst-4121	6	11	framework	framework	NOUN
ajst-4121	6	12	of	of	ADP
ajst-4121	6	13	urban	urban	ADJ
ajst-4121	6	14	traffic	traffic	NOUN
ajst-4121	6	15	informatization	informatization	NOUN
ajst-4121	6	16	and	and	CCONJ
ajst-4121	6	17	intelligent	intelligent	ADJ
ajst-4121	6	18	system	system	NOUN
ajst-4121	6	19	should	should	AUX
ajst-4121	6	20	include	include	VERB
ajst-4121	6	21	four	four	NUM
ajst-4121	6	22	levels	level	NOUN
ajst-4121	6	23	,	,	PUNCT
ajst-4121	6	24	namely	namely	ADV
ajst-4121	6	25	,	,	PUNCT
ajst-4121	6	26	perception	perception	NOUN
ajst-4121	6	27	layer	layer	NOUN
ajst-4121	6	28	,	,	PUNCT
ajst-4121	6	29	network	network	NOUN
ajst-4121	6	30	layer	layer	NOUN
ajst-4121	6	31	,	,	PUNCT
ajst-4121	6	32	data	data	NOUN
ajst-4121	6	33	layer	layer	NOUN
ajst-4121	6	34	and	and	CCONJ
ajst-4121	6	35	application	application	NOUN
ajst-4121	6	36	layer	layer	NOUN
ajst-4121	6	37	.	.	PUNCT
ajst-4121	7	1	the	the	DET
ajst-4121	7	2	information	information	NOUN
ajst-4121	7	3	system	system	NOUN
ajst-4121	7	4	under	under	ADP
ajst-4121	7	5	this	this	DET
ajst-4121	7	6	construction	construction	NOUN
ajst-4121	7	7	idea	idea	NOUN
ajst-4121	7	8	can	can	AUX
ajst-4121	7	9	comprehensively	comprehensively	ADV
ajst-4121	7	10	collect	collect	VERB
ajst-4121	7	11	the	the	DET
ajst-4121	7	12	operation	operation	NOUN
ajst-4121	7	13	and	and	CCONJ
ajst-4121	7	14	management	management	NOUN
ajst-4121	7	15	data	datum	NOUN
ajst-4121	7	16	of	of	ADP
ajst-4121	7	17	urban	urban	ADJ
ajst-4121	7	18	transportation	transportation	NOUN
ajst-4121	7	19	enterprises	enterprise	NOUN
ajst-4121	7	20	,	,	PUNCT
ajst-4121	7	21	and	and	CCONJ
ajst-4121	7	22	then	then	ADV
ajst-4121	7	23	analyze	analyze	VERB
ajst-4121	7	24	all	all	DET
ajst-4121	7	25	kinds	kind	NOUN
ajst-4121	7	26	of	of	ADP
ajst-4121	7	27	operation	operation	NOUN
ajst-4121	7	28	indicators	indicator	NOUN
ajst-4121	7	29	.	.	PUNCT
ajst-4121	8	1	keywords	keyword	NOUN
ajst-4121	8	2	:	:	PUNCT
ajst-4121	8	3	urban	urban	ADJ
ajst-4121	8	4	traffic	traffic	NOUN
ajst-4121	8	5	,	,	PUNCT
ajst-4121	8	6	big	big	ADJ
ajst-4121	8	7	data	datum	NOUN
ajst-4121	8	8	,	,	PUNCT
ajst-4121	8	9	informatization	informatization	NOUN
ajst-4121	8	10	,	,	PUNCT
ajst-4121	8	11	intelligent	intelligent	ADJ
ajst-4121	8	12	.	.	PUNCT
ajst-4121	9	1	1	1	X
ajst-4121	9	2	.	.	X
ajst-4121	9	3	introduction	introduction	NOUN
ajst-4121	9	4	as	as	SCONJ
ajst-4121	9	5	people	people	NOUN
ajst-4121	9	6	put	put	VERB
ajst-4121	9	7	forward	forward	ADV
ajst-4121	9	8	new	new	ADJ
ajst-4121	9	9	and	and	CCONJ
ajst-4121	9	10	higher	high	ADJ
ajst-4121	9	11	requirements	requirement	NOUN
ajst-4121	9	12	for	for	ADP
ajst-4121	9	13	urban	urban	ADJ
ajst-4121	9	14	travel	travel	NOUN
ajst-4121	9	15	,	,	PUNCT
ajst-4121	9	16	such	such	ADJ
ajst-4121	9	17	as	as	ADP
ajst-4121	9	18	high	high	ADJ
ajst-4121	9	19	speed	speed	NOUN
ajst-4121	9	20	,	,	PUNCT
ajst-4121	9	21	convenience	convenience	NOUN
ajst-4121	9	22	,	,	PUNCT
ajst-4121	9	23	safety	safety	NOUN
ajst-4121	9	24	,	,	PUNCT
ajst-4121	9	25	environmental	environmental	ADJ
ajst-4121	9	26	protection	protection	NOUN
ajst-4121	9	27	,	,	PUNCT
ajst-4121	9	28	etc	etc	X
ajst-4121	9	29	.	.	X
ajst-4121	9	30	,	,	PUNCT
ajst-4121	9	31	the	the	DET
ajst-4121	9	32	informatization	informatization	NOUN
ajst-4121	9	33	and	and	CCONJ
ajst-4121	9	34	intelligentization	intelligentization	NOUN
ajst-4121	9	35	of	of	ADP
ajst-4121	9	36	urban	urban	ADJ
ajst-4121	9	37	traffic	traffic	NOUN
ajst-4121	9	38	has	have	AUX
ajst-4121	9	39	become	become	VERB
ajst-4121	9	40	an	an	DET
ajst-4121	9	41	important	important	ADJ
ajst-4121	9	42	task	task	NOUN
ajst-4121	9	43	of	of	ADP
ajst-4121	9	44	urban	urban	ADJ
ajst-4121	9	45	construction	construction	NOUN
ajst-4121	9	46	.	.	PUNCT
ajst-4121	10	1	whether	whether	SCONJ
ajst-4121	10	2	it	it	PRON
ajst-4121	10	3	is	be	AUX
ajst-4121	10	4	intelligent	intelligent	ADJ
ajst-4121	10	5	transportation	transportation	NOUN
ajst-4121	10	6	tools	tool	NOUN
ajst-4121	10	7	,	,	PUNCT
ajst-4121	10	8	intelligent	intelligent	ADJ
ajst-4121	10	9	traffic	traffic	NOUN
ajst-4121	10	10	management	management	NOUN
ajst-4121	10	11	systems	system	NOUN
ajst-4121	10	12	,	,	PUNCT
ajst-4121	10	13	or	or	CCONJ
ajst-4121	10	14	internet	internet	NOUN
ajst-4121	10	15	and	and	CCONJ
ajst-4121	10	16	internet	internet	NOUN
ajst-4121	10	17	of	of	ADP
ajst-4121	10	18	things	thing	NOUN
ajst-4121	10	19	technologies	technology	NOUN
ajst-4121	10	20	,	,	PUNCT
ajst-4121	10	21	the	the	DET
ajst-4121	10	22	intelligentization	intelligentization	NOUN
ajst-4121	10	23	of	of	ADP
ajst-4121	10	24	urban	urban	ADJ
ajst-4121	10	25	traffic	traffic	NOUN
ajst-4121	10	26	systems	system	NOUN
ajst-4121	10	27	is	be	AUX
ajst-4121	10	28	constantly	constantly	ADV
ajst-4121	10	29	accelerating	accelerate	VERB
ajst-4121	10	30	.	.	PUNCT
ajst-4121	11	1	information	information	NOUN
ajst-4121	11	2	and	and	CCONJ
ajst-4121	11	3	intelligent	intelligent	ADJ
ajst-4121	11	4	construction	construction	NOUN
ajst-4121	11	5	of	of	ADP
ajst-4121	11	6	urban	urban	ADJ
ajst-4121	11	7	traffic	traffic	NOUN
ajst-4121	11	8	is	be	AUX
ajst-4121	11	9	an	an	DET
ajst-4121	11	10	important	important	ADJ
ajst-4121	11	11	technical	technical	ADJ
ajst-4121	11	12	means	mean	NOUN
ajst-4121	11	13	to	to	PART
ajst-4121	11	14	improve	improve	VERB
ajst-4121	11	15	the	the	DET
ajst-4121	11	16	urban	urban	ADJ
ajst-4121	11	17	traffic	traffic	NOUN
ajst-4121	11	18	operation	operation	NOUN
ajst-4121	11	19	system	system	NOUN
ajst-4121	11	20	,	,	PUNCT
ajst-4121	11	21	and	and	CCONJ
ajst-4121	11	22	also	also	ADV
ajst-4121	11	23	an	an	DET
ajst-4121	11	24	important	important	ADJ
ajst-4121	11	25	content	content	NOUN
ajst-4121	11	26	to	to	PART
ajst-4121	11	27	improve	improve	VERB
ajst-4121	11	28	the	the	DET
ajst-4121	11	29	management	management	NOUN
ajst-4121	11	30	level	level	NOUN
ajst-4121	11	31	of	of	ADP
ajst-4121	11	32	urban	urban	ADJ
ajst-4121	11	33	traffic	traffic	NOUN
ajst-4121	11	34	operation	operation	NOUN
ajst-4121	12	1	[	[	X
ajst-4121	12	2	1	1	NUM
ajst-4121	12	3	-	-	SYM
ajst-4121	12	4	2	2	NUM
ajst-4121	12	5	]	]	PUNCT
ajst-4121	12	6	.	.	PUNCT
ajst-4121	13	1	under	under	ADP
ajst-4121	13	2	this	this	DET
ajst-4121	13	3	background	background	NOUN
ajst-4121	13	4	,	,	PUNCT
ajst-4121	13	5	it	it	PRON
ajst-4121	13	6	is	be	AUX
ajst-4121	13	7	necessary	necessary	ADJ
ajst-4121	13	8	for	for	SCONJ
ajst-4121	13	9	us	we	PRON
ajst-4121	13	10	to	to	PART
ajst-4121	13	11	explore	explore	VERB
ajst-4121	13	12	and	and	CCONJ
ajst-4121	13	13	discuss	discuss	VERB
ajst-4121	13	14	the	the	DET
ajst-4121	13	15	framework	framework	NOUN
ajst-4121	13	16	design	design	NOUN
ajst-4121	13	17	and	and	CCONJ
ajst-4121	13	18	construction	construction	NOUN
ajst-4121	13	19	of	of	ADP
ajst-4121	13	20	urban	urban	ADJ
ajst-4121	13	21	traffic	traffic	NOUN
ajst-4121	13	22	informatization	informatization	NOUN
ajst-4121	13	23	and	and	CCONJ
ajst-4121	13	24	intelligent	intelligent	ADJ
ajst-4121	13	25	system	system	NOUN
ajst-4121	13	26	,	,	PUNCT
ajst-4121	13	27	so	so	SCONJ
ajst-4121	13	28	as	as	SCONJ
ajst-4121	13	29	to	to	PART
ajst-4121	13	30	promote	promote	VERB
ajst-4121	13	31	the	the	DET
ajst-4121	13	32	vigorous	vigorous	ADJ
ajst-4121	13	33	progress	progress	NOUN
ajst-4121	13	34	of	of	ADP
ajst-4121	13	35	china	china	PROPN
ajst-4121	13	36	's	's	PART
ajst-4121	13	37	traffic	traffic	NOUN
ajst-4121	13	38	construction	construction	NOUN
ajst-4121	13	39	and	and	CCONJ
ajst-4121	13	40	realize	realize	VERB
ajst-4121	13	41	the	the	DET
ajst-4121	13	42	full	full	ADJ
ajst-4121	13	43	application	application	NOUN
ajst-4121	13	44	value	value	NOUN
ajst-4121	13	45	of	of	ADP
ajst-4121	13	46	big	big	ADJ
ajst-4121	13	47	data	datum	NOUN
ajst-4121	13	48	technology	technology	NOUN
ajst-4121	13	49	,	,	PUNCT
ajst-4121	13	50	information	information	NOUN
ajst-4121	13	51	technology	technology	NOUN
ajst-4121	13	52	and	and	CCONJ
ajst-4121	13	53	internet	internet	NOUN
ajst-4121	13	54	of	of	ADP
ajst-4121	13	55	things	thing	NOUN
ajst-4121	13	56	technology	technology	NOUN
ajst-4121	13	57	in	in	ADP
ajst-4121	13	58	the	the	DET
ajst-4121	13	59	national	national	ADJ
ajst-4121	13	60	economy	economy	NOUN
ajst-4121	13	61	and	and	CCONJ
ajst-4121	13	62	people	people	NOUN
ajst-4121	13	63	's	's	PART
ajst-4121	13	64	livelihood	livelihood	NOUN
ajst-4121	13	65	.	.	PUNCT
ajst-4121	14	1	2	2	X
ajst-4121	14	2	.	.	X
ajst-4121	14	3	urban	urban	ADJ
ajst-4121	14	4	traffic	traffic	NOUN
ajst-4121	14	5	big	big	ADJ
ajst-4121	14	6	data	datum	NOUN
ajst-4121	14	7	in	in	ADP
ajst-4121	14	8	recent	recent	ADJ
ajst-4121	14	9	years	year	NOUN
ajst-4121	14	10	,	,	PUNCT
ajst-4121	14	11	the	the	DET
ajst-4121	14	12	rapid	rapid	ADJ
ajst-4121	14	13	growth	growth	NOUN
ajst-4121	14	14	of	of	ADP
ajst-4121	14	15	data	datum	NOUN
ajst-4121	14	16	has	have	AUX
ajst-4121	14	17	become	become	VERB
ajst-4121	14	18	a	a	DET
ajst-4121	14	19	severe	severe	ADJ
ajst-4121	14	20	challenge	challenge	NOUN
ajst-4121	14	21	and	and	CCONJ
ajst-4121	14	22	a	a	DET
ajst-4121	14	23	valuable	valuable	ADJ
ajst-4121	14	24	opportunity	opportunity	NOUN
ajst-4121	14	25	faced	face	VERB
ajst-4121	14	26	by	by	ADP
ajst-4121	14	27	many	many	ADJ
ajst-4121	14	28	industries	industry	NOUN
ajst-4121	14	29	,	,	PUNCT
ajst-4121	14	30	and	and	CCONJ
ajst-4121	14	31	the	the	DET
ajst-4121	14	32	information	information	NOUN
ajst-4121	14	33	society	society	NOUN
ajst-4121	14	34	is	be	AUX
ajst-4121	14	35	entering	enter	VERB
ajst-4121	14	36	the	the	DET
ajst-4121	14	37	era	era	NOUN
ajst-4121	14	38	of	of	ADP
ajst-4121	14	39	big	big	ADJ
ajst-4121	14	40	data	datum	NOUN
ajst-4121	14	41	.	.	PUNCT
ajst-4121	15	1	in	in	ADP
ajst-4121	15	2	order	order	NOUN
ajst-4121	15	3	to	to	PART
ajst-4121	15	4	cope	cope	VERB
ajst-4121	15	5	with	with	ADP
ajst-4121	15	6	the	the	DET
ajst-4121	15	7	development	development	NOUN
ajst-4121	15	8	trend	trend	NOUN
ajst-4121	15	9	of	of	ADP
ajst-4121	15	10	big	big	ADJ
ajst-4121	15	11	data	datum	NOUN
ajst-4121	15	12	and	and	CCONJ
ajst-4121	15	13	better	well	ADV
ajst-4121	15	14	provide	provide	VERB
ajst-4121	15	15	data	datum	NOUN
ajst-4121	15	16	analysis	analysis	NOUN
ajst-4121	15	17	services	service	NOUN
ajst-4121	15	18	for	for	ADP
ajst-4121	15	19	industry	industry	NOUN
ajst-4121	15	20	users	user	NOUN
ajst-4121	15	21	and	and	CCONJ
ajst-4121	15	22	individuals	individual	NOUN
ajst-4121	15	23	,	,	PUNCT
ajst-4121	15	24	it	it	PRON
ajst-4121	15	25	is	be	AUX
ajst-4121	15	26	urgent	urgent	ADJ
ajst-4121	15	27	to	to	PART
ajst-4121	15	28	build	build	VERB
ajst-4121	15	29	various	various	ADJ
ajst-4121	15	30	big	big	ADJ
ajst-4121	15	31	data	datum	NOUN
ajst-4121	15	32	platforms	platform	NOUN
ajst-4121	15	33	to	to	PART
ajst-4121	15	34	support	support	VERB
ajst-4121	15	35	users	user	NOUN
ajst-4121	15	36	'	'	PART
ajst-4121	15	37	multiple	multiple	ADJ
ajst-4121	15	38	demands	demand	NOUN
ajst-4121	15	39	for	for	ADP
ajst-4121	15	40	data	datum	NOUN
ajst-4121	15	41	[	[	X
ajst-4121	15	42	3	3	NUM
ajst-4121	15	43	]	]	PUNCT
ajst-4121	15	44	.	.	PUNCT
ajst-4121	16	1	besides	besides	SCONJ
ajst-4121	16	2	,	,	PUNCT
ajst-4121	16	3	the	the	DET
ajst-4121	16	4	classified	classified	ADJ
ajst-4121	16	5	storage	storage	NOUN
ajst-4121	16	6	of	of	ADP
ajst-4121	16	7	data	datum	NOUN
ajst-4121	16	8	,	,	PUNCT
ajst-4121	16	9	the	the	DET
ajst-4121	16	10	openness	openness	NOUN
ajst-4121	16	11	of	of	ADP
ajst-4121	16	12	data	datum	NOUN
ajst-4121	16	13	platform	platform	NOUN
ajst-4121	16	14	,	,	PUNCT
ajst-4121	16	15	the	the	DET
ajst-4121	16	16	intelligent	intelligent	ADJ
ajst-4121	16	17	processing	processing	NOUN
ajst-4121	16	18	of	of	ADP
ajst-4121	16	19	data	datum	NOUN
ajst-4121	16	20	and	and	CCONJ
ajst-4121	16	21	the	the	DET
ajst-4121	16	22	interaction	interaction	NOUN
ajst-4121	16	23	between	between	ADP
ajst-4121	16	24	data	datum	NOUN
ajst-4121	16	25	platform	platform	NOUN
ajst-4121	16	26	and	and	CCONJ
ajst-4121	16	27	users	user	NOUN
ajst-4121	16	28	all	all	PRON
ajst-4121	16	29	bring	bring	VERB
ajst-4121	16	30	unprecedented	unprecedented	ADJ
ajst-4121	16	31	challenges	challenge	NOUN
ajst-4121	16	32	to	to	ADP
ajst-4121	16	33	the	the	DET
ajst-4121	16	34	construction	construction	NOUN
ajst-4121	16	35	of	of	ADP
ajst-4121	16	36	big	big	ADJ
ajst-4121	16	37	data	datum	NOUN
ajst-4121	16	38	platform	platform	NOUN
ajst-4121	16	39	.	.	PUNCT
ajst-4121	17	1	according	accord	VERB
ajst-4121	17	2	to	to	ADP
ajst-4121	17	3	the	the	DET
ajst-4121	17	4	estimation	estimation	NOUN
ajst-4121	17	5	of	of	ADP
ajst-4121	17	6	relevant	relevant	ADJ
ajst-4121	17	7	departments	department	NOUN
ajst-4121	17	8	of	of	ADP
ajst-4121	17	9	data	datum	NOUN
ajst-4121	17	10	management	management	NOUN
ajst-4121	17	11	,	,	PUNCT
ajst-4121	17	12	the	the	DET
ajst-4121	17	13	data	datum	NOUN
ajst-4121	17	14	will	will	AUX
ajst-4121	17	15	increase	increase	VERB
ajst-4121	17	16	rapidly	rapidly	ADV
ajst-4121	17	17	at	at	ADP
ajst-4121	17	18	a	a	DET
ajst-4121	17	19	rate	rate	NOUN
ajst-4121	17	20	of	of	ADP
ajst-4121	17	21	50	50	NUM
ajst-4121	17	22	%	%	NOUN
ajst-4121	17	23	every	every	DET
ajst-4121	17	24	year	year	NOUN
ajst-4121	17	25	,	,	PUNCT
ajst-4121	17	26	which	which	PRON
ajst-4121	17	27	means	mean	VERB
ajst-4121	17	28	that	that	SCONJ
ajst-4121	17	29	the	the	DET
ajst-4121	17	30	data	data	NOUN
ajst-4121	17	31	information	information	NOUN
ajst-4121	17	32	that	that	SCONJ
ajst-4121	17	33	human	human	ADJ
ajst-4121	17	34	beings	being	NOUN
ajst-4121	17	35	need	need	VERB
ajst-4121	17	36	to	to	PART
ajst-4121	17	37	process	process	VERB
ajst-4121	17	38	will	will	AUX
ajst-4121	17	39	become	become	VERB
ajst-4121	17	40	more	more	ADV
ajst-4121	17	41	huge	huge	ADJ
ajst-4121	17	42	,	,	PUNCT
ajst-4121	17	43	which	which	PRON
ajst-4121	17	44	will	will	AUX
ajst-4121	17	45	bring	bring	VERB
ajst-4121	17	46	great	great	ADJ
ajst-4121	17	47	challenges	challenge	NOUN
ajst-4121	17	48	to	to	ADP
ajst-4121	17	49	human	human	ADJ
ajst-4121	17	50	data	datum	NOUN
ajst-4121	17	51	platforms	platform	NOUN
ajst-4121	17	52	.	.	PUNCT
ajst-4121	18	1	the	the	DET
ajst-4121	18	2	big	big	ADJ
ajst-4121	18	3	data	datum	NOUN
ajst-4121	18	4	technology	technology	NOUN
ajst-4121	18	5	came	come	VERB
ajst-4121	18	6	into	into	ADP
ajst-4121	18	7	being	be	AUX
ajst-4121	18	8	as	as	SCONJ
ajst-4121	18	9	the	the	DET
ajst-4121	18	10	times	time	NOUN
ajst-4121	18	11	require	require	VERB
ajst-4121	18	12	.	.	PUNCT
ajst-4121	19	1	it	it	PRON
ajst-4121	19	2	helps	help	VERB
ajst-4121	19	3	people	people	NOUN
ajst-4121	19	4	solve	solve	VERB
ajst-4121	19	5	related	related	ADJ
ajst-4121	19	6	data	datum	NOUN
ajst-4121	19	7	processing	processing	NOUN
ajst-4121	19	8	problems	problem	NOUN
ajst-4121	19	9	by	by	ADP
ajst-4121	19	10	perceiving	perceive	VERB
ajst-4121	19	11	,	,	PUNCT
ajst-4121	19	12	acquiring	acquire	VERB
ajst-4121	19	13	,	,	PUNCT
ajst-4121	19	14	transmitting	transmit	VERB
ajst-4121	19	15	and	and	CCONJ
ajst-4121	19	16	processing	processing	NOUN
ajst-4121	19	17	data	datum	NOUN
ajst-4121	19	18	,	,	PUNCT
ajst-4121	19	19	and	and	CCONJ
ajst-4121	19	20	carrying	carry	VERB
ajst-4121	19	21	out	out	ADP
ajst-4121	19	22	structured	structured	ADJ
ajst-4121	19	23	and	and	CCONJ
ajst-4121	19	24	professional	professional	ADJ
ajst-4121	19	25	processing	processing	NOUN
ajst-4121	19	26	analysis	analysis	NOUN
ajst-4121	19	27	[	[	X
ajst-4121	19	28	4	4	NUM
ajst-4121	19	29	]	]	PUNCT
ajst-4121	19	30	.	.	PUNCT
ajst-4121	20	1	the	the	DET
ajst-4121	20	2	research	research	NOUN
ajst-4121	20	3	contents	content	NOUN
ajst-4121	20	4	of	of	ADP
ajst-4121	20	5	urban	urban	ADJ
ajst-4121	20	6	traffic	traffic	NOUN
ajst-4121	20	7	big	big	ADJ
ajst-4121	20	8	data	datum	NOUN
ajst-4121	20	9	technology	technology	NOUN
ajst-4121	20	10	and	and	CCONJ
ajst-4121	20	11	intelligent	intelligent	ADJ
ajst-4121	20	12	application	application	NOUN
ajst-4121	20	13	system	system	NOUN
ajst-4121	20	14	mainly	mainly	ADV
ajst-4121	20	15	include	include	VERB
ajst-4121	20	16	the	the	DET
ajst-4121	20	17	following	follow	VERB
ajst-4121	20	18	aspects	aspect	NOUN
ajst-4121	20	19	:	:	PUNCT
ajst-4121	20	20	first	first	ADJ
ajst-4121	20	21	,	,	PUNCT
ajst-4121	20	22	big	big	ADJ
ajst-4121	20	23	data	datum	NOUN
ajst-4121	20	24	with	with	ADP
ajst-4121	20	25	time	time	NOUN
ajst-4121	20	26	-	-	PUNCT
ajst-4121	20	27	limited	limit	VERB
ajst-4121	20	28	nature	nature	NOUN
ajst-4121	20	29	;	;	PUNCT
ajst-4121	20	30	second	second	X
ajst-4121	20	31	,	,	PUNCT
ajst-4121	20	32	the	the	DET
ajst-4121	20	33	excavation	excavation	NOUN
ajst-4121	20	34	of	of	ADP
ajst-4121	20	35	high	high	ADJ
ajst-4121	20	36	-	-	PUNCT
ajst-4121	20	37	dimensional	dimensional	ADJ
ajst-4121	20	38	space	space	NOUN
ajst-4121	20	39	;	;	PUNCT
ajst-4121	20	40	therefore	therefore	ADV
ajst-4121	20	41	,	,	PUNCT
ajst-4121	20	42	it	it	PRON
ajst-4121	20	43	is	be	AUX
ajst-4121	20	44	necessary	necessary	ADJ
ajst-4121	20	45	to	to	PART
ajst-4121	20	46	study	study	VERB
ajst-4121	20	47	and	and	CCONJ
ajst-4121	20	48	analyze	analyze	VERB
ajst-4121	20	49	the	the	DET
ajst-4121	20	50	laws	law	NOUN
ajst-4121	20	51	and	and	CCONJ
ajst-4121	20	52	traffic	traffic	NOUN
ajst-4121	20	53	behaviors	behavior	NOUN
ajst-4121	20	54	in	in	ADP
ajst-4121	20	55	the	the	DET
ajst-4121	20	56	traffic	traffic	NOUN
ajst-4121	20	57	system	system	NOUN
ajst-4121	20	58	through	through	ADP
ajst-4121	20	59	big	big	ADJ
ajst-4121	20	60	data	datum	NOUN
ajst-4121	20	61	knowledge	knowledge	NOUN
ajst-4121	20	62	,	,	PUNCT
ajst-4121	20	63	excavate	excavate	VERB
ajst-4121	20	64	and	and	CCONJ
ajst-4121	20	65	explore	explore	VERB
ajst-4121	20	66	high	high	ADJ
ajst-4121	20	67	-	-	PUNCT
ajst-4121	20	68	dimensional	dimensional	ADJ
ajst-4121	20	69	spatial	spatial	ADJ
ajst-4121	20	70	knowledge	knowledge	NOUN
ajst-4121	20	71	,	,	PUNCT
ajst-4121	20	72	and	and	CCONJ
ajst-4121	20	73	explore	explore	VERB
ajst-4121	20	74	a	a	DET
ajst-4121	20	75	traffic	traffic	NOUN
ajst-4121	20	76	theory	theory	NOUN
ajst-4121	20	77	suitable	suitable	ADJ
ajst-4121	20	78	for	for	ADP
ajst-4121	20	79	china	china	PROPN
ajst-4121	20	80	's	's	PART
ajst-4121	20	81	national	national	ADJ
ajst-4121	20	82	conditions	condition	NOUN
ajst-4121	20	83	,	,	PUNCT
ajst-4121	20	84	so	so	SCONJ
ajst-4121	20	85	as	as	SCONJ
ajst-4121	20	86	to	to	PART
ajst-4121	20	87	provide	provide	VERB
ajst-4121	20	88	theoretical	theoretical	ADJ
ajst-4121	20	89	basis	basis	NOUN
ajst-4121	20	90	for	for	ADP
ajst-4121	20	91	china	china	PROPN
ajst-4121	20	92	's	's	PART
ajst-4121	20	93	urban	urban	ADJ
ajst-4121	20	94	traffic	traffic	NOUN
ajst-4121	20	95	.	.	PUNCT
ajst-4121	21	1	3	3	X
ajst-4121	21	2	.	.	X
ajst-4121	21	3	problems	problem	NOUN
ajst-4121	21	4	existing	exist	VERB
ajst-4121	21	5	in	in	ADP
ajst-4121	21	6	the	the	DET
ajst-4121	21	7	process	process	NOUN
ajst-4121	21	8	of	of	ADP
ajst-4121	21	9	informatization	informatization	NOUN
ajst-4121	21	10	and	and	CCONJ
ajst-4121	21	11	intellectualization	intellectualization	NOUN
ajst-4121	21	12	of	of	ADP
ajst-4121	21	13	urban	urban	ADJ
ajst-4121	21	14	traffic	traffic	NOUN
ajst-4121	21	15	at	at	ADP
ajst-4121	21	16	present	present	ADJ
ajst-4121	21	17	3.1	3.1	NUM
ajst-4121	21	18	.	.	PUNCT
ajst-4121	22	1	lack	lack	NOUN
ajst-4121	22	2	of	of	ADP
ajst-4121	22	3	long	long	ADJ
ajst-4121	22	4	-	-	PUNCT
ajst-4121	22	5	term	term	NOUN
ajst-4121	22	6	consideration	consideration	NOUN
ajst-4121	22	7	and	and	CCONJ
ajst-4121	22	8	planning	planning	NOUN
ajst-4121	22	9	as	as	ADP
ajst-4121	22	10	the	the	DET
ajst-4121	22	11	informatization	informatization	NOUN
ajst-4121	22	12	and	and	CCONJ
ajst-4121	22	13	intellectualization	intellectualization	NOUN
ajst-4121	22	14	of	of	ADP
ajst-4121	22	15	urban	urban	ADJ
ajst-4121	22	16	traffic	traffic	NOUN
ajst-4121	22	17	is	be	AUX
ajst-4121	22	18	a	a	DET
ajst-4121	22	19	new	new	ADJ
ajst-4121	22	20	thing	thing	NOUN
ajst-4121	22	21	,	,	PUNCT
ajst-4121	22	22	many	many	ADJ
ajst-4121	22	23	cities	city	NOUN
ajst-4121	22	24	lack	lack	VERB
ajst-4121	22	25	long	long	ADJ
ajst-4121	22	26	-	-	PUNCT
ajst-4121	22	27	term	term	NOUN
ajst-4121	22	28	consideration	consideration	NOUN
ajst-4121	22	29	and	and	CCONJ
ajst-4121	22	30	planning	planning	NOUN
ajst-4121	22	31	in	in	ADP
ajst-4121	22	32	the	the	DET
ajst-4121	22	33	design	design	NOUN
ajst-4121	22	34	of	of	ADP
ajst-4121	22	35	intelligent	intelligent	ADJ
ajst-4121	22	36	traffic	traffic	NOUN
ajst-4121	22	37	development	development	NOUN
ajst-4121	22	38	,	,	PUNCT
ajst-4121	22	39	and	and	CCONJ
ajst-4121	22	40	it	it	PRON
ajst-4121	22	41	is	be	AUX
ajst-4121	22	42	difficult	difficult	ADJ
ajst-4121	22	43	to	to	PART
ajst-4121	22	44	fully	fully	ADV
ajst-4121	22	45	consider	consider	VERB
ajst-4121	22	46	all	all	DET
ajst-4121	22	47	kinds	kind	NOUN
ajst-4121	22	48	of	of	ADP
ajst-4121	22	49	influencing	influence	VERB
ajst-4121	22	50	factors	factor	NOUN
ajst-4121	22	51	that	that	PRON
ajst-4121	22	52	will	will	AUX
ajst-4121	22	53	affect	affect	VERB
ajst-4121	22	54	the	the	DET
ajst-4121	22	55	future	future	ADJ
ajst-4121	22	56	development	development	NOUN
ajst-4121	22	57	of	of	ADP
ajst-4121	22	58	urban	urban	ADJ
ajst-4121	22	59	traffic	traffic	NOUN
ajst-4121	22	60	,	,	PUNCT
ajst-4121	22	61	which	which	PRON
ajst-4121	22	62	makes	make	VERB
ajst-4121	22	63	the	the	DET
ajst-4121	22	64	later	late	ADJ
ajst-4121	22	65	transformation	transformation	NOUN
ajst-4121	22	66	difficult	difficult	ADJ
ajst-4121	22	67	and	and	CCONJ
ajst-4121	22	68	hinders	hinder	VERB
ajst-4121	22	69	the	the	DET
ajst-4121	22	70	urban	urban	ADJ
ajst-4121	22	71	construction	construction	NOUN
ajst-4121	22	72	and	and	CCONJ
ajst-4121	22	73	the	the	DET
ajst-4121	22	74	upgrading	upgrading	NOUN
ajst-4121	22	75	of	of	ADP
ajst-4121	22	76	intelligent	intelligent	ADJ
ajst-4121	22	77	traffic	traffic	NOUN
ajst-4121	22	78	.	.	PUNCT
ajst-4121	23	1	under	under	ADP
ajst-4121	23	2	the	the	DET
ajst-4121	23	3	monitoring	monitoring	NOUN
ajst-4121	23	4	of	of	ADP
ajst-4121	23	5	big	big	ADJ
ajst-4121	23	6	data	datum	NOUN
ajst-4121	23	7	technology	technology	NOUN
ajst-4121	23	8	,	,	PUNCT
ajst-4121	23	9	once	once	ADV
ajst-4121	23	10	an	an	DET
ajst-4121	23	11	emergency	emergency	NOUN
ajst-4121	23	12	safety	safety	NOUN
ajst-4121	23	13	accident	accident	NOUN
ajst-4121	23	14	occurs	occur	VERB
ajst-4121	23	15	,	,	PUNCT
ajst-4121	23	16	the	the	DET
ajst-4121	23	17	quick	quick	ADJ
ajst-4121	23	18	response	response	NOUN
ajst-4121	23	19	ability	ability	NOUN
ajst-4121	23	20	and	and	CCONJ
ajst-4121	23	21	decision	decision	NOUN
ajst-4121	23	22	-	-	PUNCT
ajst-4121	23	23	making	make	VERB
ajst-4121	23	24	assistance	assistance	NOUN
ajst-4121	23	25	ability	ability	NOUN
ajst-4121	23	26	of	of	ADP
ajst-4121	23	27	big	big	ADJ
ajst-4121	23	28	data	datum	NOUN
ajst-4121	23	29	technology	technology	NOUN
ajst-4121	23	30	will	will	AUX
ajst-4121	23	31	be	be	AUX
ajst-4121	23	32	fully	fully	ADV
ajst-4121	23	33	demonstrated	demonstrate	VERB
ajst-4121	23	34	,	,	PUNCT
ajst-4121	23	35	and	and	CCONJ
ajst-4121	23	36	rescuers	rescuer	NOUN
ajst-4121	23	37	will	will	AUX
ajst-4121	23	38	rush	rush	VERB
ajst-4121	23	39	to	to	ADP
ajst-4121	23	40	the	the	DET
ajst-4121	23	41	scene	scene	NOUN
ajst-4121	23	42	of	of	ADP
ajst-4121	23	43	the	the	DET
ajst-4121	23	44	accident	accident	NOUN
ajst-4121	23	45	at	at	ADP
ajst-4121	23	46	the	the	DET
ajst-4121	23	47	first	first	ADJ
ajst-4121	23	48	time	time	NOUN
ajst-4121	23	49	,	,	PUNCT
ajst-4121	23	50	thus	thus	ADV
ajst-4121	23	51	greatly	greatly	ADV
ajst-4121	23	52	reducing	reduce	VERB
ajst-4121	23	53	casualties	casualty	NOUN
ajst-4121	23	54	and	and	CCONJ
ajst-4121	23	55	ensuring	ensure	VERB
ajst-4121	23	56	people	people	NOUN
ajst-4121	23	57	's	's	PART
ajst-4121	23	58	life	life	NOUN
ajst-4121	23	59	safety	safety	NOUN
ajst-4121	23	60	to	to	ADP
ajst-4121	23	61	the	the	DET
ajst-4121	23	62	maximum	maximum	ADJ
ajst-4121	23	63	extent	extent	NOUN
ajst-4121	23	64	[	[	X
ajst-4121	23	65	5	5	NUM
ajst-4121	23	66	-	-	SYM
ajst-4121	23	67	6	6	NUM
ajst-4121	23	68	]	]	PUNCT
ajst-4121	23	69	.	.	PUNCT
ajst-4121	24	1	126	126	NUM
ajst-4121	24	2	3.2	3.2	NUM
ajst-4121	24	3	.	.	PUNCT
ajst-4121	25	1	unreasonable	unreasonable	ADJ
ajst-4121	25	2	control	control	NOUN
ajst-4121	25	3	of	of	ADP
ajst-4121	25	4	equipment	equipment	NOUN
ajst-4121	25	5	and	and	CCONJ
ajst-4121	25	6	material	material	NOUN
ajst-4121	25	7	cost	cost	NOUN
ajst-4121	25	8	at	at	ADP
ajst-4121	25	9	present	present	ADJ
ajst-4121	25	10	,	,	PUNCT
ajst-4121	25	11	the	the	DET
ajst-4121	25	12	standardization	standardization	NOUN
ajst-4121	25	13	of	of	ADP
ajst-4121	25	14	management	management	NOUN
ajst-4121	25	15	and	and	CCONJ
ajst-4121	25	16	control	control	NOUN
ajst-4121	25	17	equipment	equipment	NOUN
ajst-4121	25	18	and	and	CCONJ
ajst-4121	25	19	material	material	NOUN
ajst-4121	25	20	cost	cost	NOUN
ajst-4121	25	21	information	information	NOUN
ajst-4121	25	22	of	of	ADP
ajst-4121	25	23	urban	urban	ADJ
ajst-4121	25	24	traffic	traffic	NOUN
ajst-4121	25	25	engineering	engineering	NOUN
ajst-4121	25	26	equipment	equipment	NOUN
ajst-4121	25	27	and	and	CCONJ
ajst-4121	25	28	material	material	NOUN
ajst-4121	25	29	cost	cost	NOUN
ajst-4121	25	30	information	information	NOUN
ajst-4121	25	31	is	be	AUX
ajst-4121	25	32	poor	poor	ADJ
ajst-4121	25	33	.	.	PUNCT
ajst-4121	26	1	different	different	ADJ
ajst-4121	26	2	engineering	engineering	NOUN
ajst-4121	26	3	construction	construction	NOUN
ajst-4121	26	4	units	unit	NOUN
ajst-4121	26	5	,	,	PUNCT
ajst-4121	26	6	even	even	ADV
ajst-4121	26	7	different	different	ADJ
ajst-4121	26	8	production	production	NOUN
ajst-4121	26	9	management	management	NOUN
ajst-4121	26	10	links	link	NOUN
ajst-4121	26	11	in	in	ADP
ajst-4121	26	12	unified	unified	ADJ
ajst-4121	26	13	construction	construction	NOUN
ajst-4121	26	14	units	unit	NOUN
ajst-4121	26	15	,	,	PUNCT
ajst-4121	26	16	can	can	AUX
ajst-4121	26	17	provide	provide	VERB
ajst-4121	26	18	different	different	ADJ
ajst-4121	26	19	data	datum	NOUN
ajst-4121	26	20	information	information	NOUN
ajst-4121	26	21	formats	format	NOUN
ajst-4121	26	22	,	,	PUNCT
ajst-4121	26	23	and	and	CCONJ
ajst-4121	26	24	lack	lack	NOUN
ajst-4121	26	25	of	of	ADP
ajst-4121	26	26	uniform	uniform	ADJ
ajst-4121	26	27	standards	standard	NOUN
ajst-4121	26	28	.	.	PUNCT
ajst-4121	27	1	the	the	DET
ajst-4121	27	2	collected	collect	VERB
ajst-4121	27	3	data	datum	NOUN
ajst-4121	27	4	is	be	AUX
ajst-4121	27	5	multifarious	multifarious	ADJ
ajst-4121	27	6	,	,	PUNCT
ajst-4121	27	7	which	which	PRON
ajst-4121	27	8	leads	lead	VERB
ajst-4121	27	9	to	to	ADP
ajst-4121	27	10	a	a	DET
ajst-4121	27	11	lot	lot	NOUN
ajst-4121	27	12	of	of	ADP
ajst-4121	27	13	energy	energy	NOUN
ajst-4121	27	14	for	for	ADP
ajst-4121	27	15	data	datum	NOUN
ajst-4121	27	16	preprocessing	preprocesse	VERB
ajst-4121	27	17	during	during	ADP
ajst-4121	27	18	data	datum	NOUN
ajst-4121	27	19	collection	collection	NOUN
ajst-4121	27	20	.	.	PUNCT
ajst-4121	28	1	there	there	PRON
ajst-4121	28	2	are	be	VERB
ajst-4121	28	3	many	many	ADJ
ajst-4121	28	4	sources	source	NOUN
ajst-4121	28	5	of	of	ADP
ajst-4121	28	6	equipment	equipment	NOUN
ajst-4121	28	7	cost	cost	NOUN
ajst-4121	28	8	information	information	NOUN
ajst-4121	28	9	,	,	PUNCT
ajst-4121	28	10	such	such	ADJ
ajst-4121	28	11	as	as	ADP
ajst-4121	28	12	suppliers	supplier	NOUN
ajst-4121	28	13	,	,	PUNCT
ajst-4121	28	14	engineering	engineering	NOUN
ajst-4121	28	15	cost	cost	NOUN
ajst-4121	28	16	management	management	NOUN
ajst-4121	28	17	units	unit	NOUN
ajst-4121	28	18	,	,	PUNCT
ajst-4121	28	19	historical	historical	ADJ
ajst-4121	28	20	price	price	NOUN
ajst-4121	28	21	trends	trend	NOUN
ajst-4121	28	22	,	,	PUNCT
ajst-4121	28	23	network	network	NOUN
ajst-4121	28	24	information	information	NOUN
ajst-4121	28	25	collection	collection	NOUN
ajst-4121	28	26	and	and	CCONJ
ajst-4121	28	27	other	other	ADJ
ajst-4121	28	28	channels	channel	NOUN
ajst-4121	28	29	.	.	PUNCT
ajst-4121	29	1	however	however	ADV
ajst-4121	29	2	,	,	PUNCT
ajst-4121	29	3	the	the	DET
ajst-4121	29	4	authenticity	authenticity	NOUN
ajst-4121	29	5	and	and	CCONJ
ajst-4121	29	6	reliability	reliability	NOUN
ajst-4121	29	7	are	be	AUX
ajst-4121	29	8	questionable	questionable	ADJ
ajst-4121	29	9	,	,	PUNCT
ajst-4121	29	10	which	which	PRON
ajst-4121	29	11	requires	require	VERB
ajst-4121	29	12	the	the	DET
ajst-4121	29	13	staff	staff	NOUN
ajst-4121	29	14	to	to	PART
ajst-4121	29	15	spend	spend	VERB
ajst-4121	29	16	their	their	PRON
ajst-4121	29	17	energy	energy	NOUN
ajst-4121	29	18	on	on	ADP
ajst-4121	29	19	further	further	ADJ
ajst-4121	29	20	screening	screening	NOUN
ajst-4121	29	21	and	and	CCONJ
ajst-4121	29	22	verification	verification	NOUN
ajst-4121	29	23	to	to	PART
ajst-4121	29	24	ensure	ensure	VERB
ajst-4121	29	25	the	the	DET
ajst-4121	29	26	truthfulness	truthfulness	ADJ
ajst-4121	29	27	,	,	PUNCT
ajst-4121	29	28	rationality	rationality	NOUN
ajst-4121	29	29	and	and	CCONJ
ajst-4121	29	30	effectiveness	effectiveness	NOUN
ajst-4121	29	31	of	of	ADP
ajst-4121	29	32	the	the	DET
ajst-4121	29	33	information	information	NOUN
ajst-4121	29	34	.	.	PUNCT
ajst-4121	30	1	3.3	3.3	NUM
ajst-4121	30	2	.	.	PUNCT
ajst-4121	31	1	there	there	PRON
ajst-4121	31	2	is	be	VERB
ajst-4121	31	3	no	no	DET
ajst-4121	31	4	clear	clear	ADJ
ajst-4121	31	5	positioning	positioning	NOUN
ajst-4121	31	6	of	of	ADP
ajst-4121	31	7	information	information	NOUN
ajst-4121	31	8	system	system	NOUN
ajst-4121	31	9	construction	construction	NOUN
ajst-4121	31	10	information	information	NOUN
ajst-4121	31	11	system	system	NOUN
ajst-4121	31	12	construction	construction	NOUN
ajst-4121	31	13	is	be	AUX
ajst-4121	31	14	not	not	PART
ajst-4121	31	15	only	only	ADV
ajst-4121	31	16	the	the	DET
ajst-4121	31	17	accumulation	accumulation	NOUN
ajst-4121	31	18	of	of	ADP
ajst-4121	31	19	data	datum	NOUN
ajst-4121	31	20	,	,	PUNCT
ajst-4121	31	21	but	but	CCONJ
ajst-4121	31	22	also	also	ADV
ajst-4121	31	23	plays	play	VERB
ajst-4121	31	24	an	an	DET
ajst-4121	31	25	important	important	ADJ
ajst-4121	31	26	role	role	NOUN
ajst-4121	31	27	in	in	ADP
ajst-4121	31	28	supporting	support	VERB
ajst-4121	31	29	leaders	leader	NOUN
ajst-4121	31	30	'	'	PART
ajst-4121	31	31	decision	decision	NOUN
ajst-4121	31	32	-	-	PUNCT
ajst-4121	31	33	making	making	NOUN
ajst-4121	31	34	,	,	PUNCT
ajst-4121	31	35	managers	manager	NOUN
ajst-4121	31	36	'	'	PART
ajst-4121	31	37	effective	effective	ADJ
ajst-4121	31	38	management	management	NOUN
ajst-4121	31	39	and	and	CCONJ
ajst-4121	31	40	operators	operator	NOUN
ajst-4121	31	41	'	'	PART
ajst-4121	31	42	exploration	exploration	NOUN
ajst-4121	31	43	and	and	CCONJ
ajst-4121	31	44	analysis	analysis	NOUN
ajst-4121	31	45	of	of	ADP
ajst-4121	31	46	specific	specific	ADJ
ajst-4121	31	47	problems	problem	NOUN
ajst-4121	31	48	in	in	ADP
ajst-4121	31	49	production	production	NOUN
ajst-4121	31	50	with	with	ADP
ajst-4121	31	51	clear	clear	ADJ
ajst-4121	31	52	data	datum	NOUN
ajst-4121	31	53	analysis	analysis	NOUN
ajst-4121	31	54	results	result	NOUN
ajst-4121	31	55	.	.	PUNCT
ajst-4121	32	1	what	what	PRON
ajst-4121	32	2	is	be	AUX
ajst-4121	32	3	pushed	push	VERB
ajst-4121	32	4	to	to	ADP
ajst-4121	32	5	the	the	DET
ajst-4121	32	6	managers	manager	NOUN
ajst-4121	32	7	is	be	AUX
ajst-4121	32	8	only	only	ADV
ajst-4121	32	9	the	the	DET
ajst-4121	32	10	business	business	NOUN
ajst-4121	32	11	management	management	NOUN
ajst-4121	32	12	data	datum	NOUN
ajst-4121	32	13	graph	graph	NOUN
ajst-4121	32	14	of	of	ADP
ajst-4121	32	15	eight	eight	NUM
ajst-4121	32	16	main	main	ADJ
ajst-4121	32	17	functional	functional	ADJ
ajst-4121	32	18	modules	module	NOUN
ajst-4121	32	19	[	[	X
ajst-4121	32	20	7	7	NUM
ajst-4121	32	21	]	]	PUNCT
ajst-4121	32	22	.	.	PUNCT
ajst-4121	33	1	in	in	ADP
ajst-4121	33	2	fact	fact	NOUN
ajst-4121	33	3	,	,	PUNCT
ajst-4121	33	4	managers	manager	NOUN
ajst-4121	33	5	need	need	VERB
ajst-4121	33	6	to	to	PART
ajst-4121	33	7	master	master	VERB
ajst-4121	33	8	the	the	DET
ajst-4121	33	9	completion	completion	NOUN
ajst-4121	33	10	degree	degree	NOUN
ajst-4121	33	11	of	of	ADP
ajst-4121	33	12	the	the	DET
ajst-4121	33	13	work	work	NOUN
ajst-4121	33	14	plan	plan	NOUN
ajst-4121	33	15	and	and	CCONJ
ajst-4121	33	16	the	the	DET
ajst-4121	33	17	actual	actual	ADJ
ajst-4121	33	18	working	work	VERB
ajst-4121	33	19	conditions	condition	NOUN
ajst-4121	33	20	of	of	ADP
ajst-4121	33	21	the	the	DET
ajst-4121	33	22	crew	crew	NOUN
ajst-4121	33	23	,	,	PUNCT
ajst-4121	33	24	station	station	NOUN
ajst-4121	33	25	service	service	NOUN
ajst-4121	33	26	,	,	PUNCT
ajst-4121	33	27	maintenance	maintenance	NOUN
ajst-4121	33	28	and	and	CCONJ
ajst-4121	33	29	other	other	ADJ
ajst-4121	33	30	post	post	NOUN
ajst-4121	33	31	personnel	personnel	NOUN
ajst-4121	33	32	at	at	ADP
ajst-4121	33	33	different	different	ADJ
ajst-4121	33	34	time	time	NOUN
ajst-4121	33	35	points	point	NOUN
ajst-4121	33	36	.	.	PUNCT
ajst-4121	34	1	the	the	DET
ajst-4121	34	2	seriousness	seriousness	NOUN
ajst-4121	34	3	and	and	CCONJ
ajst-4121	34	4	standardization	standardization	NOUN
ajst-4121	34	5	of	of	ADP
ajst-4121	34	6	operators	operator	NOUN
ajst-4121	34	7	in	in	ADP
ajst-4121	34	8	selecting	select	VERB
ajst-4121	34	9	and	and	CCONJ
ajst-4121	34	10	inputting	inputte	VERB
ajst-4121	34	11	information	information	NOUN
ajst-4121	34	12	directly	directly	ADV
ajst-4121	34	13	affects	affect	VERB
ajst-4121	34	14	the	the	DET
ajst-4121	34	15	accuracy	accuracy	NOUN
ajst-4121	34	16	and	and	CCONJ
ajst-4121	34	17	effectiveness	effectiveness	NOUN
ajst-4121	34	18	of	of	ADP
ajst-4121	34	19	information	information	NOUN
ajst-4121	34	20	pushed	push	VERB
ajst-4121	34	21	by	by	ADP
ajst-4121	34	22	information	information	NOUN
ajst-4121	34	23	system	system	NOUN
ajst-4121	34	24	.	.	PUNCT
ajst-4121	35	1	by	by	ADP
ajst-4121	35	2	means	mean	NOUN
ajst-4121	35	3	of	of	ADP
ajst-4121	35	4	intelligent	intelligent	ADJ
ajst-4121	35	5	analysis	analysis	NOUN
ajst-4121	35	6	of	of	ADP
ajst-4121	35	7	big	big	ADJ
ajst-4121	35	8	data	datum	NOUN
ajst-4121	35	9	,	,	PUNCT
ajst-4121	35	10	we	we	PRON
ajst-4121	35	11	can	can	AUX
ajst-4121	35	12	predict	predict	VERB
ajst-4121	35	13	the	the	DET
ajst-4121	35	14	trend	trend	NOUN
ajst-4121	35	15	of	of	ADP
ajst-4121	35	16	failure	failure	NOUN
ajst-4121	35	17	,	,	PUNCT
ajst-4121	35	18	eliminate	eliminate	VERB
ajst-4121	35	19	hidden	hide	VERB
ajst-4121	35	20	dangers	danger	NOUN
ajst-4121	35	21	timely	timely	ADV
ajst-4121	35	22	and	and	CCONJ
ajst-4121	35	23	pertinently	pertinently	ADV
ajst-4121	35	24	,	,	PUNCT
ajst-4121	35	25	and	and	CCONJ
ajst-4121	35	26	extend	extend	VERB
ajst-4121	35	27	the	the	DET
ajst-4121	35	28	trouble	trouble	NOUN
ajst-4121	35	29	-	-	PUNCT
ajst-4121	35	30	free	free	ADJ
ajst-4121	35	31	running	running	NOUN
ajst-4121	35	32	time	time	NOUN
ajst-4121	35	33	of	of	ADP
ajst-4121	35	34	equipment	equipment	NOUN
ajst-4121	35	35	.	.	PUNCT
ajst-4121	36	1	optimize	optimize	NOUN
ajst-4121	36	2	procedures	procedure	NOUN
ajst-4121	36	3	and	and	CCONJ
ajst-4121	36	4	improve	improve	VERB
ajst-4121	36	5	safety	safety	NOUN
ajst-4121	36	6	management	management	NOUN
ajst-4121	36	7	ability	ability	NOUN
ajst-4121	36	8	.	.	PUNCT
ajst-4121	37	1	4	4	X
ajst-4121	37	2	.	.	NUM
ajst-4121	37	3	thoughts	thought	NOUN
ajst-4121	37	4	on	on	ADP
ajst-4121	37	5	traffic	traffic	NOUN
ajst-4121	37	6	informatization	informatization	NOUN
ajst-4121	37	7	and	and	CCONJ
ajst-4121	37	8	intelligence	intelligence	NOUN
ajst-4121	37	9	construction	construction	NOUN
ajst-4121	37	10	4.1	4.1	NUM
ajst-4121	37	11	.	.	PUNCT
ajst-4121	38	1	intelligent	intelligent	ADJ
ajst-4121	38	2	application	application	NOUN
ajst-4121	38	3	system	system	NOUN
ajst-4121	38	4	of	of	ADP
ajst-4121	38	5	urban	urban	ADJ
ajst-4121	38	6	traffic	traffic	NOUN
ajst-4121	38	7	big	big	ADJ
ajst-4121	38	8	data	datum	NOUN
ajst-4121	38	9	big	big	ADJ
ajst-4121	38	10	data	datum	NOUN
ajst-4121	38	11	to	to	ADP
ajst-4121	38	12	cloud	cloud	NOUN
ajst-4121	38	13	computing	computing	NOUN
ajst-4121	38	14	depends	depend	VERB
ajst-4121	38	15	on	on	ADP
ajst-4121	38	16	the	the	DET
ajst-4121	38	17	improvement	improvement	NOUN
ajst-4121	38	18	of	of	ADP
ajst-4121	38	19	data	datum	NOUN
ajst-4121	38	20	communication	communication	NOUN
ajst-4121	38	21	bandwidth	bandwidth	NOUN
ajst-4121	38	22	and	and	CCONJ
ajst-4121	38	23	the	the	DET
ajst-4121	38	24	construction	construction	NOUN
ajst-4121	38	25	of	of	ADP
ajst-4121	38	26	cloud	cloud	ADJ
ajst-4121	38	27	resource	resource	NOUN
ajst-4121	38	28	pool	pool	NOUN
ajst-4121	38	29	.	.	PUNCT
ajst-4121	39	1	it	it	PRON
ajst-4121	39	2	is	be	AUX
ajst-4121	39	3	necessary	necessary	ADJ
ajst-4121	39	4	to	to	PART
ajst-4121	39	5	ensure	ensure	VERB
ajst-4121	39	6	that	that	SCONJ
ajst-4121	39	7	the	the	DET
ajst-4121	39	8	original	original	ADJ
ajst-4121	39	9	data	datum	NOUN
ajst-4121	39	10	can	can	AUX
ajst-4121	39	11	be	be	AUX
ajst-4121	39	12	migrated	migrate	VERB
ajst-4121	39	13	to	to	ADP
ajst-4121	39	14	the	the	DET
ajst-4121	39	15	cloud	cloud	NOUN
ajst-4121	39	16	computing	compute	VERB
ajst-4121	39	17	environment	environment	NOUN
ajst-4121	39	18	and	and	CCONJ
ajst-4121	39	19	the	the	DET
ajst-4121	39	20	resource	resource	NOUN
ajst-4121	39	21	pool	pool	NOUN
ajst-4121	39	22	can	can	AUX
ajst-4121	39	23	be	be	AUX
ajst-4121	39	24	expanded	expand	VERB
ajst-4121	39	25	flexibly	flexibly	ADV
ajst-4121	39	26	as	as	SCONJ
ajst-4121	39	27	needed	need	VERB
ajst-4121	39	28	.	.	PUNCT
ajst-4121	40	1	urban	urban	ADJ
ajst-4121	40	2	traffic	traffic	NOUN
ajst-4121	40	3	big	big	ADJ
ajst-4121	40	4	data	datum	NOUN
ajst-4121	40	5	can	can	AUX
ajst-4121	40	6	be	be	AUX
ajst-4121	40	7	divided	divide	VERB
ajst-4121	40	8	into	into	ADP
ajst-4121	40	9	static	static	ADJ
ajst-4121	40	10	big	big	ADJ
ajst-4121	40	11	data	datum	NOUN
ajst-4121	40	12	and	and	CCONJ
ajst-4121	40	13	dynamic	dynamic	ADJ
ajst-4121	40	14	big	big	ADJ
ajst-4121	40	15	data	datum	NOUN
ajst-4121	40	16	.	.	PUNCT
ajst-4121	41	1	static	static	ADJ
ajst-4121	41	2	traffic	traffic	NOUN
ajst-4121	41	3	big	big	ADJ
ajst-4121	41	4	data	datum	NOUN
ajst-4121	41	5	mainly	mainly	ADV
ajst-4121	41	6	includes	include	VERB
ajst-4121	41	7	basic	basic	ADJ
ajst-4121	41	8	spatial	spatial	ADJ
ajst-4121	41	9	data	datum	NOUN
ajst-4121	41	10	of	of	ADP
ajst-4121	41	11	urban	urban	ADJ
ajst-4121	41	12	traffic	traffic	NOUN
ajst-4121	41	13	,	,	PUNCT
ajst-4121	41	14	basic	basic	ADJ
ajst-4121	41	15	information	information	NOUN
ajst-4121	41	16	of	of	ADP
ajst-4121	41	17	road	road	NOUN
ajst-4121	41	18	traffic	traffic	NOUN
ajst-4121	41	19	network	network	NOUN
ajst-4121	41	20	,	,	PUNCT
ajst-4121	41	21	etc	etc	X
ajst-4121	41	22	.	.	X
ajst-4121	41	23	dynamic	dynamic	ADJ
ajst-4121	41	24	traffic	traffic	NOUN
ajst-4121	41	25	big	big	ADJ
ajst-4121	41	26	data	datum	NOUN
ajst-4121	41	27	has	have	VERB
ajst-4121	41	28	a	a	DET
ajst-4121	41	29	wide	wide	ADJ
ajst-4121	41	30	range	range	NOUN
ajst-4121	41	31	of	of	ADP
ajst-4121	41	32	sources	source	NOUN
ajst-4121	41	33	and	and	CCONJ
ajst-4121	41	34	various	various	ADJ
ajst-4121	41	35	forms	form	NOUN
ajst-4121	41	36	,	,	PUNCT
ajst-4121	41	37	mainly	mainly	ADV
ajst-4121	41	38	including	include	VERB
ajst-4121	41	39	satellite	satellite	NOUN
ajst-4121	41	40	remote	remote	ADJ
ajst-4121	41	41	sensing	sensing	NOUN
ajst-4121	41	42	and	and	CCONJ
ajst-4121	41	43	aerial	aerial	ADJ
ajst-4121	41	44	photogrammetry	photogrammetry	NOUN
ajst-4121	42	1	[	[	X
ajst-4121	42	2	8	8	NUM
ajst-4121	42	3	]	]	PUNCT
ajst-4121	42	4	.	.	PUNCT
ajst-4121	43	1	urban	urban	ADJ
ajst-4121	43	2	traffic	traffic	NOUN
ajst-4121	43	3	big	big	ADJ
ajst-4121	43	4	data	datum	NOUN
ajst-4121	43	5	technology	technology	NOUN
ajst-4121	43	6	and	and	CCONJ
ajst-4121	43	7	intelligent	intelligent	ADJ
ajst-4121	43	8	application	application	NOUN
ajst-4121	43	9	system	system	NOUN
ajst-4121	43	10	can	can	AUX
ajst-4121	43	11	not	not	PART
ajst-4121	43	12	only	only	ADV
ajst-4121	43	13	alleviate	alleviate	VERB
ajst-4121	43	14	urban	urban	ADJ
ajst-4121	43	15	traffic	traffic	NOUN
ajst-4121	43	16	congestion	congestion	NOUN
ajst-4121	43	17	,	,	PUNCT
ajst-4121	43	18	but	but	CCONJ
ajst-4121	43	19	also	also	ADV
ajst-4121	43	20	use	use	VERB
ajst-4121	43	21	big	big	ADJ
ajst-4121	43	22	data	datum	NOUN
ajst-4121	43	23	and	and	CCONJ
ajst-4121	43	24	other	other	ADJ
ajst-4121	43	25	technologies	technology	NOUN
ajst-4121	43	26	to	to	PART
ajst-4121	43	27	realize	realize	VERB
ajst-4121	43	28	more	more	ADJ
ajst-4121	43	29	powerful	powerful	ADJ
ajst-4121	43	30	functions	function	NOUN
ajst-4121	43	31	of	of	ADP
ajst-4121	43	32	intelligent	intelligent	ADJ
ajst-4121	43	33	application	application	NOUN
ajst-4121	43	34	system	system	NOUN
ajst-4121	43	35	.	.	PUNCT
ajst-4121	44	1	besides	besides	SCONJ
ajst-4121	44	2	alleviating	alleviate	VERB
ajst-4121	44	3	urban	urban	ADJ
ajst-4121	44	4	traffic	traffic	NOUN
ajst-4121	44	5	congestion	congestion	NOUN
ajst-4121	44	6	,	,	PUNCT
ajst-4121	44	7	urban	urban	ADJ
ajst-4121	44	8	traffic	traffic	NOUN
ajst-4121	44	9	big	big	ADJ
ajst-4121	44	10	data	datum	NOUN
ajst-4121	44	11	technology	technology	NOUN
ajst-4121	44	12	and	and	CCONJ
ajst-4121	44	13	intelligent	intelligent	ADJ
ajst-4121	44	14	application	application	NOUN
ajst-4121	44	15	system	system	NOUN
ajst-4121	44	16	can	can	AUX
ajst-4121	44	17	also	also	ADV
ajst-4121	44	18	use	use	VERB
ajst-4121	44	19	big	big	ADJ
ajst-4121	44	20	data	datum	NOUN
ajst-4121	44	21	and	and	CCONJ
ajst-4121	44	22	other	other	ADJ
ajst-4121	44	23	technologies	technology	NOUN
ajst-4121	44	24	to	to	PART
ajst-4121	44	25	realize	realize	VERB
ajst-4121	44	26	more	more	ADJ
ajst-4121	44	27	powerful	powerful	ADJ
ajst-4121	44	28	functions	function	NOUN
ajst-4121	44	29	of	of	ADP
ajst-4121	44	30	intelligent	intelligent	ADJ
ajst-4121	44	31	application	application	NOUN
ajst-4121	44	32	system	system	NOUN
ajst-4121	44	33	.	.	PUNCT
ajst-4121	45	1	the	the	DET
ajst-4121	45	2	intelligent	intelligent	ADJ
ajst-4121	45	3	urban	urban	ADJ
ajst-4121	45	4	transportation	transportation	NOUN
ajst-4121	45	5	system	system	NOUN
ajst-4121	45	6	takes	take	VERB
ajst-4121	45	7	the	the	DET
ajst-4121	45	8	information	information	NOUN
ajst-4121	45	9	guidance	guidance	NOUN
ajst-4121	45	10	service	service	NOUN
ajst-4121	45	11	map	map	NOUN
ajst-4121	45	12	as	as	ADP
ajst-4121	45	13	the	the	DET
ajst-4121	45	14	main	main	ADJ
ajst-4121	45	15	display	display	NOUN
ajst-4121	45	16	form	form	NOUN
ajst-4121	45	17	,	,	PUNCT
ajst-4121	45	18	and	and	CCONJ
ajst-4121	45	19	relies	rely	VERB
ajst-4121	45	20	on	on	ADP
ajst-4121	45	21	the	the	DET
ajst-4121	45	22	intelligent	intelligent	ADJ
ajst-4121	45	23	urban	urban	ADJ
ajst-4121	45	24	transportation	transportation	NOUN
ajst-4121	45	25	service	service	NOUN
ajst-4121	45	26	network	network	NOUN
ajst-4121	45	27	to	to	PART
ajst-4121	45	28	collect	collect	VERB
ajst-4121	45	29	and	and	CCONJ
ajst-4121	45	30	sort	sort	VERB
ajst-4121	45	31	out	out	ADP
ajst-4121	45	32	all	all	DET
ajst-4121	45	33	kinds	kind	NOUN
ajst-4121	45	34	of	of	ADP
ajst-4121	45	35	information	information	NOUN
ajst-4121	45	36	resources	resource	NOUN
ajst-4121	45	37	held	hold	VERB
ajst-4121	45	38	by	by	ADP
ajst-4121	45	39	the	the	DET
ajst-4121	45	40	road	road	NOUN
ajst-4121	45	41	transportation	transportation	NOUN
ajst-4121	45	42	industry	industry	NOUN
ajst-4121	45	43	departments	department	NOUN
ajst-4121	45	44	,	,	PUNCT
ajst-4121	45	45	so	so	SCONJ
ajst-4121	45	46	that	that	SCONJ
ajst-4121	45	47	travelers	traveler	NOUN
ajst-4121	45	48	can	can	AUX
ajst-4121	45	49	get	get	VERB
ajst-4121	45	50	any	any	DET
ajst-4121	45	51	information	information	NOUN
ajst-4121	45	52	related	relate	VERB
ajst-4121	45	53	to	to	ADP
ajst-4121	45	54	transportation	transportation	NOUN
ajst-4121	45	55	anytime	anytime	NOUN
ajst-4121	45	56	and	and	CCONJ
ajst-4121	45	57	anywhere	anywhere	ADV
ajst-4121	45	58	;	;	PUNCT
ajst-4121	45	59	comfortable	comfortable	ADJ
ajst-4121	45	60	public	public	ADJ
ajst-4121	45	61	transportation	transportation	NOUN
ajst-4121	45	62	system	system	NOUN
ajst-4121	45	63	will	will	AUX
ajst-4121	45	64	become	become	VERB
ajst-4121	45	65	the	the	DET
ajst-4121	45	66	main	main	ADJ
ajst-4121	45	67	body	body	NOUN
ajst-4121	45	68	of	of	ADP
ajst-4121	45	69	urban	urban	ADJ
ajst-4121	45	70	commuter	commuter	NOUN
ajst-4121	45	71	transportation	transportation	NOUN
ajst-4121	45	72	,	,	PUNCT
ajst-4121	45	73	and	and	CCONJ
ajst-4121	45	74	fully	fully	ADV
ajst-4121	45	75	improve	improve	VERB
ajst-4121	45	76	the	the	DET
ajst-4121	45	77	sharing	sharing	NOUN
ajst-4121	45	78	rate	rate	NOUN
ajst-4121	45	79	of	of	ADP
ajst-4121	45	80	urban	urban	ADJ
ajst-4121	45	81	public	public	ADJ
ajst-4121	45	82	transportation	transportation	NOUN
ajst-4121	45	83	.	.	PUNCT
ajst-4121	46	1	the	the	DET
ajst-4121	46	2	specific	specific	ADJ
ajst-4121	46	3	content	content	NOUN
ajst-4121	46	4	of	of	ADP
ajst-4121	46	5	urban	urban	ADJ
ajst-4121	46	6	traffic	traffic	NOUN
ajst-4121	46	7	big	big	ADJ
ajst-4121	46	8	data	data	PROPN
ajst-4121	46	9	mining	mining	NOUN
ajst-4121	46	10	model	model	NOUN
ajst-4121	46	11	is	be	AUX
ajst-4121	46	12	shown	show	VERB
ajst-4121	46	13	in	in	ADP
ajst-4121	46	14	figure	figure	NOUN
ajst-4121	46	15	1	1	NUM
ajst-4121	46	16	.	.	PUNCT
ajst-4121	46	17	figure	figure	NOUN
ajst-4121	46	18	1	1	NUM
ajst-4121	46	19	.	.	PUNCT
ajst-4121	47	1	urban	urban	ADJ
ajst-4121	47	2	traffic	traffic	NOUN
ajst-4121	47	3	big	big	ADJ
ajst-4121	47	4	data	data	PROPN
ajst-4121	47	5	mining	mining	NOUN
ajst-4121	47	6	model	model	NOUN
ajst-4121	47	7	big	big	ADJ
ajst-4121	47	8	data	datum	NOUN
ajst-4121	47	9	preprocessing	preprocesse	VERB
ajst-4121	47	10	technology	technology	NOUN
ajst-4121	47	11	is	be	AUX
ajst-4121	47	12	to	to	PART
ajst-4121	47	13	further	far	ADV
ajst-4121	47	14	process	process	VERB
ajst-4121	47	15	the	the	DET
ajst-4121	47	16	data	datum	NOUN
ajst-4121	47	17	of	of	ADP
ajst-4121	47	18	the	the	DET
ajst-4121	47	19	access	access	NOUN
ajst-4121	47	20	platform	platform	NOUN
ajst-4121	47	21	according	accord	VERB
ajst-4121	47	22	to	to	ADP
ajst-4121	47	23	specific	specific	ADJ
ajst-4121	47	24	business	business	NOUN
ajst-4121	47	25	rules	rule	NOUN
ajst-4121	47	26	,	,	PUNCT
ajst-4121	47	27	including	include	VERB
ajst-4121	47	28	checking	check	VERB
ajst-4121	47	29	the	the	DET
ajst-4121	47	30	validity	validity	NOUN
ajst-4121	47	31	of	of	ADP
ajst-4121	47	32	the	the	DET
ajst-4121	47	33	access	access	NOUN
ajst-4121	47	34	data	datum	NOUN
ajst-4121	47	35	,	,	PUNCT
ajst-4121	47	36	cleaning	clean	VERB
ajst-4121	47	37	big	big	ADJ
ajst-4121	47	38	data	datum	NOUN
ajst-4121	47	39	,	,	PUNCT
ajst-4121	47	40	etc	etc	X
ajst-4121	47	41	.	.	X
ajst-4121	48	1	the	the	DET
ajst-4121	48	2	data	datum	NOUN
ajst-4121	48	3	that	that	PRON
ajst-4121	48	4	people	people	NOUN
ajst-4121	48	5	can	can	AUX
ajst-4121	48	6	collect	collect	VERB
ajst-4121	48	7	include	include	VERB
ajst-4121	48	8	driving	drive	VERB
ajst-4121	48	9	behavior	behavior	NOUN
ajst-4121	48	10	data	datum	NOUN
ajst-4121	48	11	,	,	PUNCT
ajst-4121	48	12	paying	pay	VERB
ajst-4121	48	13	behavior	behavior	NOUN
ajst-4121	48	14	data	datum	NOUN
ajst-4121	48	15	and	and	CCONJ
ajst-4121	48	16	travel	travel	NOUN
ajst-4121	48	17	behavior	behavior	NOUN
ajst-4121	48	18	data	datum	NOUN
ajst-4121	48	19	.	.	PUNCT
ajst-4121	49	1	the	the	DET
ajst-4121	49	2	data	datum	NOUN
ajst-4121	49	3	collected	collect	VERB
ajst-4121	49	4	from	from	ADP
ajst-4121	49	5	cars	car	NOUN
ajst-4121	49	6	include	include	VERB
ajst-4121	49	7	vehicle	vehicle	NOUN
ajst-4121	49	8	information	information	NOUN
ajst-4121	49	9	data	data	PROPN
ajst-4121	49	10	,	,	PUNCT
ajst-4121	49	11	vehicle	vehicle	NOUN
ajst-4121	49	12	real	real	ADJ
ajst-4121	49	13	-	-	PUNCT
ajst-4121	49	14	time	time	NOUN
ajst-4121	49	15	position	position	NOUN
ajst-4121	49	16	data	datum	NOUN
ajst-4121	49	17	,	,	PUNCT
ajst-4121	49	18	bus	bus	NOUN
ajst-4121	49	19	operation	operation	NOUN
ajst-4121	49	20	data	datum	NOUN
ajst-4121	49	21	,	,	PUNCT
ajst-4121	49	22	taxi	taxi	NOUN
ajst-4121	49	23	operation	operation	NOUN
ajst-4121	49	24	data	datum	NOUN
ajst-4121	49	25	and	and	CCONJ
ajst-4121	49	26	crowdsourced	crowdsourced	ADJ
ajst-4121	49	27	road	road	NOUN
ajst-4121	49	28	condition	condition	NOUN
ajst-4121	49	29	data	datum	NOUN
ajst-4121	49	30	.	.	PUNCT
ajst-4121	50	1	the	the	DET
ajst-4121	50	2	data	datum	NOUN
ajst-4121	50	3	about	about	ADP
ajst-4121	50	4	roads	road	NOUN
ajst-4121	50	5	include	include	VERB
ajst-4121	50	6	satellite	satellite	NOUN
ajst-4121	50	7	image	image	NOUN
ajst-4121	50	8	data	datum	NOUN
ajst-4121	50	9	,	,	PUNCT
ajst-4121	50	10	aerial	aerial	ADJ
ajst-4121	50	11	photography	photography	NOUN
ajst-4121	50	12	data	datum	NOUN
ajst-4121	50	13	and	and	CCONJ
ajst-4121	50	14	road	road	NOUN
ajst-4121	50	15	infrastructure	infrastructure	NOUN
ajst-4121	50	16	data	datum	NOUN
ajst-4121	50	17	.	.	PUNCT
ajst-4121	51	1	urban	urban	ADJ
ajst-4121	51	2	traffic	traffic	NOUN
ajst-4121	51	3	is	be	AUX
ajst-4121	51	4	a	a	DET
ajst-4121	51	5	new	new	ADJ
ajst-4121	51	6	traffic	traffic	NOUN
ajst-4121	51	7	demand	demand	NOUN
ajst-4121	51	8	network	network	NOUN
ajst-4121	51	9	defined	define	VERB
ajst-4121	51	10	by	by	ADP
ajst-4121	51	11	residents	resident	NOUN
ajst-4121	51	12	'	'	PART
ajst-4121	51	13	travel	travel	NOUN
ajst-4121	51	14	behavior	behavior	NOUN
ajst-4121	51	15	and	and	CCONJ
ajst-4121	51	16	community	community	NOUN
ajst-4121	51	17	relationship	relationship	NOUN
ajst-4121	51	18	.	.	PUNCT
ajst-4121	52	1	do	do	VERB
ajst-4121	52	2	a	a	DET
ajst-4121	52	3	good	good	ADJ
ajst-4121	52	4	job	job	NOUN
ajst-4121	52	5	in	in	ADP
ajst-4121	52	6	the	the	DET
ajst-4121	52	7	development	development	NOUN
ajst-4121	52	8	of	of	ADP
ajst-4121	52	9	the	the	DET
ajst-4121	52	10	city	city	NOUN
ajst-4121	52	11	's	's	PART
ajst-4121	52	12	external	external	ADJ
ajst-4121	52	13	transportation	transportation	NOUN
ajst-4121	52	14	system	system	NOUN
ajst-4121	52	15	,	,	PUNCT
ajst-4121	52	16	especially	especially	ADV
ajst-4121	52	17	in	in	ADP
ajst-4121	52	18	combination	combination	NOUN
ajst-4121	52	19	with	with	ADP
ajst-4121	52	20	the	the	DET
ajst-4121	52	21	city	city	NOUN
ajst-4121	52	22	's	's	PART
ajst-4121	52	23	traffic	traffic	NOUN
ajst-4121	52	24	reality	reality	NOUN
ajst-4121	52	25	,	,	PUNCT
ajst-4121	52	26	constantly	constantly	ADV
ajst-4121	52	27	broaden	broaden	VERB
ajst-4121	52	28	the	the	DET
ajst-4121	52	29	road	road	NOUN
ajst-4121	52	30	network	network	NOUN
ajst-4121	52	31	structure	structure	NOUN
ajst-4121	52	32	,	,	PUNCT
ajst-4121	52	33	realize	realize	VERB
ajst-4121	52	34	the	the	DET
ajst-4121	52	35	connection	connection	NOUN
ajst-4121	52	36	between	between	ADP
ajst-4121	52	37	the	the	DET
ajst-4121	52	38	city	city	NOUN
ajst-4121	52	39	's	's	PART
ajst-4121	52	40	internal	internal	ADJ
ajst-4121	52	41	127	127	NUM
ajst-4121	52	42	transportation	transportation	NOUN
ajst-4121	52	43	and	and	CCONJ
ajst-4121	52	44	the	the	DET
ajst-4121	52	45	transportation	transportation	NOUN
ajst-4121	52	46	systems	system	NOUN
ajst-4121	52	47	such	such	ADJ
ajst-4121	52	48	as	as	ADP
ajst-4121	52	49	railways	railway	NOUN
ajst-4121	52	50	,	,	PUNCT
ajst-4121	52	51	inland	inland	ADJ
ajst-4121	52	52	navigation	navigation	NOUN
ajst-4121	52	53	,	,	PUNCT
ajst-4121	52	54	civil	civil	ADJ
ajst-4121	52	55	aviation	aviation	NOUN
ajst-4121	52	56	and	and	CCONJ
ajst-4121	52	57	maritime	maritime	ADJ
ajst-4121	52	58	transportation	transportation	NOUN
ajst-4121	52	59	,	,	PUNCT
ajst-4121	52	60	and	and	CCONJ
ajst-4121	52	61	enhance	enhance	VERB
ajst-4121	52	62	the	the	DET
ajst-4121	52	63	convenience	convenience	NOUN
ajst-4121	52	64	and	and	CCONJ
ajst-4121	52	65	commonality	commonality	NOUN
ajst-4121	52	66	of	of	ADP
ajst-4121	52	67	urban	urban	ADJ
ajst-4121	52	68	transportation	transportation	NOUN
ajst-4121	53	1	[	[	X
ajst-4121	53	2	9	9	NUM
ajst-4121	53	3	]	]	PUNCT
ajst-4121	53	4	.	.	PUNCT
ajst-4121	54	1	comprehensively	comprehensively	ADV
ajst-4121	54	2	monitor	monitor	VERB
ajst-4121	54	3	and	and	CCONJ
ajst-4121	54	4	connect	connect	VERB
ajst-4121	54	5	the	the	DET
ajst-4121	54	6	vehicle	vehicle	NOUN
ajst-4121	54	7	's	's	PART
ajst-4121	54	8	condition	condition	NOUN
ajst-4121	54	9	on	on	ADP
ajst-4121	54	10	the	the	DET
ajst-4121	54	11	road	road	NOUN
ajst-4121	54	12	and	and	CCONJ
ajst-4121	54	13	the	the	DET
ajst-4121	54	14	vehicle	vehicle	NOUN
ajst-4121	54	15	's	's	PART
ajst-4121	54	16	driving	driving	NOUN
ajst-4121	54	17	position	position	NOUN
ajst-4121	54	18	,	,	PUNCT
ajst-4121	54	19	so	so	SCONJ
ajst-4121	54	20	as	as	SCONJ
ajst-4121	54	21	to	to	PART
ajst-4121	54	22	screen	screen	VERB
ajst-4121	54	23	and	and	CCONJ
ajst-4121	54	24	analyze	analyze	VERB
ajst-4121	54	25	the	the	DET
ajst-4121	54	26	information	information	NOUN
ajst-4121	54	27	,	,	PUNCT
ajst-4121	54	28	and	and	CCONJ
ajst-4121	54	29	timely	timely	ADV
ajst-4121	54	30	transmit	transmit	VERB
ajst-4121	54	31	the	the	DET
ajst-4121	54	32	information	information	NOUN
ajst-4121	54	33	to	to	ADP
ajst-4121	54	34	each	each	DET
ajst-4121	54	35	vehicle	vehicle	NOUN
ajst-4121	54	36	driver	driver	NOUN
ajst-4121	54	37	to	to	PART
ajst-4121	54	38	provide	provide	VERB
ajst-4121	54	39	real	real	ADJ
ajst-4121	54	40	-	-	PUNCT
ajst-4121	54	41	time	time	NOUN
ajst-4121	54	42	travel	travel	NOUN
ajst-4121	54	43	information	information	NOUN
ajst-4121	54	44	.	.	PUNCT
ajst-4121	55	1	its	its	PRON
ajst-4121	55	2	main	main	ADJ
ajst-4121	55	3	content	content	NOUN
ajst-4121	55	4	is	be	AUX
ajst-4121	55	5	to	to	PART
ajst-4121	55	6	make	make	VERB
ajst-4121	55	7	a	a	DET
ajst-4121	55	8	detailed	detailed	ADJ
ajst-4121	55	9	analysis	analysis	NOUN
ajst-4121	55	10	of	of	ADP
ajst-4121	55	11	the	the	DET
ajst-4121	55	12	annual	annual	ADJ
ajst-4121	55	13	traffic	traffic	NOUN
ajst-4121	55	14	accident	accident	NOUN
ajst-4121	55	15	occurrence	occurrence	NOUN
ajst-4121	55	16	coefficient	coefficient	NOUN
ajst-4121	55	17	,	,	PUNCT
ajst-4121	55	18	and	and	CCONJ
ajst-4121	55	19	formulate	formulate	VERB
ajst-4121	55	20	targeted	target	VERB
ajst-4121	55	21	and	and	CCONJ
ajst-4121	55	22	operable	operable	ADJ
ajst-4121	55	23	solutions	solution	NOUN
ajst-4121	55	24	to	to	PART
ajst-4121	55	25	improve	improve	VERB
ajst-4121	55	26	the	the	DET
ajst-4121	55	27	safety	safety	NOUN
ajst-4121	55	28	of	of	ADP
ajst-4121	55	29	urban	urban	ADJ
ajst-4121	55	30	intelligent	intelligent	ADJ
ajst-4121	55	31	transportation	transportation	NOUN
ajst-4121	55	32	in	in	ADP
ajst-4121	55	33	the	the	DET
ajst-4121	55	34	future	future	NOUN
ajst-4121	55	35	.	.	PUNCT
ajst-4121	56	1	4.2	4.2	NUM
ajst-4121	56	2	.	.	PUNCT
ajst-4121	57	1	design	design	NOUN
ajst-4121	57	2	of	of	ADP
ajst-4121	57	3	urban	urban	ADJ
ajst-4121	57	4	traffic	traffic	NOUN
ajst-4121	57	5	informatization	informatization	NOUN
ajst-4121	57	6	and	and	CCONJ
ajst-4121	57	7	intelligent	intelligent	ADJ
ajst-4121	57	8	system	system	NOUN
ajst-4121	57	9	framework	framework	NOUN
ajst-4121	57	10	urban	urban	ADJ
ajst-4121	57	11	traffic	traffic	NOUN
ajst-4121	57	12	informatization	informatization	NOUN
ajst-4121	57	13	and	and	CCONJ
ajst-4121	57	14	intelligent	intelligent	ADJ
ajst-4121	57	15	system	system	NOUN
ajst-4121	57	16	mainly	mainly	ADV
ajst-4121	57	17	deal	deal	VERB
ajst-4121	57	18	with	with	ADP
ajst-4121	57	19	data	datum	NOUN
ajst-4121	57	20	.	.	PUNCT
ajst-4121	58	1	considering	consider	VERB
ajst-4121	58	2	the	the	DET
ajst-4121	58	3	wide	wide	ADJ
ajst-4121	58	4	sources	source	NOUN
ajst-4121	58	5	and	and	CCONJ
ajst-4121	58	6	numerous	numerous	ADJ
ajst-4121	58	7	channels	channel	NOUN
ajst-4121	58	8	of	of	ADP
ajst-4121	58	9	data	datum	NOUN
ajst-4121	58	10	information	information	NOUN
ajst-4121	58	11	of	of	ADP
ajst-4121	58	12	engineering	engineering	NOUN
ajst-4121	58	13	cost	cost	NOUN
ajst-4121	58	14	,	,	PUNCT
ajst-4121	58	15	first	first	ADV
ajst-4121	58	16	consider	consider	VERB
ajst-4121	58	17	its	its	PRON
ajst-4121	58	18	data	data	NOUN
ajst-4121	58	19	collection	collection	NOUN
ajst-4121	58	20	function	function	NOUN
ajst-4121	58	21	.	.	PUNCT
ajst-4121	59	1	through	through	ADP
ajst-4121	59	2	the	the	DET
ajst-4121	59	3	application	application	NOUN
ajst-4121	59	4	of	of	ADP
ajst-4121	59	5	big	big	ADJ
ajst-4121	59	6	data	datum	NOUN
ajst-4121	59	7	technology	technology	NOUN
ajst-4121	59	8	and	and	CCONJ
ajst-4121	59	9	cloud	cloud	NOUN
ajst-4121	59	10	storage	storage	NOUN
ajst-4121	59	11	technology	technology	NOUN
ajst-4121	59	12	,	,	PUNCT
ajst-4121	59	13	data	datum	NOUN
ajst-4121	59	14	of	of	ADP
ajst-4121	59	15	different	different	ADJ
ajst-4121	59	16	channels	channel	NOUN
ajst-4121	59	17	,	,	PUNCT
ajst-4121	59	18	categories	category	NOUN
ajst-4121	59	19	,	,	PUNCT
ajst-4121	59	20	levels	level	NOUN
ajst-4121	59	21	,	,	PUNCT
ajst-4121	59	22	perspectives	perspective	NOUN
ajst-4121	59	23	and	and	CCONJ
ajst-4121	59	24	dimensions	dimension	NOUN
ajst-4121	59	25	can	can	AUX
ajst-4121	59	26	be	be	AUX
ajst-4121	59	27	uploaded	upload	VERB
ajst-4121	59	28	and	and	CCONJ
ajst-4121	59	29	entered	enter	VERB
ajst-4121	59	30	.	.	PUNCT
ajst-4121	60	1	after	after	SCONJ
ajst-4121	60	2	the	the	DET
ajst-4121	60	3	data	data	NOUN
ajst-4121	60	4	processing	processing	NOUN
ajst-4121	60	5	is	be	AUX
ajst-4121	60	6	finished	finish	VERB
ajst-4121	60	7	,	,	PUNCT
ajst-4121	60	8	big	big	ADJ
ajst-4121	60	9	data	datum	NOUN
ajst-4121	60	10	technology	technology	NOUN
ajst-4121	60	11	can	can	AUX
ajst-4121	60	12	play	play	VERB
ajst-4121	60	13	its	its	PRON
ajst-4121	60	14	function	function	NOUN
ajst-4121	60	15	of	of	ADP
ajst-4121	60	16	data	datum	NOUN
ajst-4121	60	17	analysis	analysis	NOUN
ajst-4121	60	18	,	,	PUNCT
ajst-4121	60	19	find	find	VERB
ajst-4121	60	20	its	its	PRON
ajst-4121	60	21	internal	internal	ADJ
ajst-4121	60	22	regular	regular	ADJ
ajst-4121	60	23	relationship	relationship	NOUN
ajst-4121	60	24	in	in	ADP
ajst-4121	60	25	massive	massive	ADJ
ajst-4121	60	26	data	datum	NOUN
ajst-4121	60	27	,	,	PUNCT
ajst-4121	60	28	realize	realize	VERB
ajst-4121	60	29	the	the	DET
ajst-4121	60	30	dynamic	dynamic	ADJ
ajst-4121	60	31	trend	trend	NOUN
ajst-4121	60	32	display	display	NOUN
ajst-4121	60	33	of	of	ADP
ajst-4121	60	34	prices	price	NOUN
ajst-4121	60	35	,	,	PUNCT
ajst-4121	60	36	and	and	CCONJ
ajst-4121	60	37	even	even	ADV
ajst-4121	60	38	predict	predict	VERB
ajst-4121	60	39	the	the	DET
ajst-4121	60	40	future	future	ADJ
ajst-4121	60	41	price	price	NOUN
ajst-4121	60	42	change	change	NOUN
ajst-4121	60	43	trend	trend	NOUN
ajst-4121	60	44	,	,	PUNCT
ajst-4121	60	45	so	so	SCONJ
ajst-4121	60	46	that	that	SCONJ
ajst-4121	60	47	the	the	DET
ajst-4121	60	48	management	management	NOUN
ajst-4121	60	49	can	can	AUX
ajst-4121	60	50	make	make	VERB
ajst-4121	60	51	decisions	decision	NOUN
ajst-4121	60	52	.	.	PUNCT
ajst-4121	61	1	it	it	PRON
ajst-4121	61	2	can	can	AUX
ajst-4121	61	3	rely	rely	VERB
ajst-4121	61	4	on	on	ADP
ajst-4121	61	5	its	its	PRON
ajst-4121	61	6	powerful	powerful	ADJ
ajst-4121	61	7	database	database	NOUN
ajst-4121	61	8	to	to	PART
ajst-4121	61	9	perform	perform	VERB
ajst-4121	61	10	various	various	ADJ
ajst-4121	61	11	functions	function	NOUN
ajst-4121	61	12	such	such	ADJ
ajst-4121	61	13	as	as	ADP
ajst-4121	61	14	type	type	NOUN
ajst-4121	61	15	price	price	NOUN
ajst-4121	61	16	comparison	comparison	NOUN
ajst-4121	61	17	,	,	PUNCT
ajst-4121	61	18	project	project	NOUN
ajst-4121	61	19	price	price	NOUN
ajst-4121	61	20	comparison	comparison	NOUN
ajst-4121	61	21	,	,	PUNCT
ajst-4121	61	22	period	period	NOUN
ajst-4121	61	23	price	price	NOUN
ajst-4121	61	24	comparison	comparison	NOUN
ajst-4121	61	25	,	,	PUNCT
ajst-4121	61	26	and	and	CCONJ
ajst-4121	61	27	regional	regional	ADJ
ajst-4121	61	28	price	price	NOUN
ajst-4121	61	29	comparison	comparison	NOUN
ajst-4121	61	30	on	on	ADP
ajst-4121	61	31	the	the	DET
ajst-4121	61	32	compiled	compile	VERB
ajst-4121	61	33	data	datum	NOUN
ajst-4121	61	34	,	,	PUNCT
ajst-4121	61	35	so	so	SCONJ
ajst-4121	61	36	as	as	SCONJ
ajst-4121	61	37	to	to	PART
ajst-4121	61	38	maximize	maximize	VERB
ajst-4121	61	39	the	the	DET
ajst-4121	61	40	profit	profit	NOUN
ajst-4121	61	41	of	of	ADP
ajst-4121	61	42	equipment	equipment	NOUN
ajst-4121	61	43	and	and	CCONJ
ajst-4121	61	44	material	material	NOUN
ajst-4121	61	45	cost	cost	NOUN
ajst-4121	61	46	control	control	NOUN
ajst-4121	61	47	.	.	PUNCT
ajst-4121	62	1	from	from	ADP
ajst-4121	62	2	the	the	DET
ajst-4121	62	3	management	management	NOUN
ajst-4121	62	4	level	level	NOUN
ajst-4121	62	5	,	,	PUNCT
ajst-4121	62	6	we	we	PRON
ajst-4121	62	7	should	should	AUX
ajst-4121	62	8	actively	actively	ADV
ajst-4121	62	9	study	study	VERB
ajst-4121	62	10	and	and	CCONJ
ajst-4121	62	11	explore	explore	VERB
ajst-4121	62	12	the	the	DET
ajst-4121	62	13	construction	construction	NOUN
ajst-4121	62	14	of	of	ADP
ajst-4121	62	15	urban	urban	ADJ
ajst-4121	62	16	traffic	traffic	NOUN
ajst-4121	62	17	informatization	informatization	NOUN
ajst-4121	62	18	and	and	CCONJ
ajst-4121	62	19	intelligence	intelligence	NOUN
ajst-4121	62	20	,	,	PUNCT
ajst-4121	62	21	strengthen	strengthen	VERB
ajst-4121	62	22	the	the	DET
ajst-4121	62	23	operation	operation	NOUN
ajst-4121	62	24	efficiency	efficiency	NOUN
ajst-4121	62	25	of	of	ADP
ajst-4121	62	26	infrastructure	infrastructure	NOUN
ajst-4121	62	27	and	and	CCONJ
ajst-4121	62	28	the	the	DET
ajst-4121	62	29	dynamic	dynamic	ADJ
ajst-4121	62	30	supervision	supervision	NOUN
ajst-4121	62	31	of	of	ADP
ajst-4121	62	32	traffic	traffic	NOUN
ajst-4121	62	33	in	in	ADP
ajst-4121	62	34	various	various	ADJ
ajst-4121	62	35	fields	field	NOUN
ajst-4121	62	36	and	and	CCONJ
ajst-4121	62	37	subsystems	subsystem	NOUN
ajst-4121	62	38	of	of	ADP
ajst-4121	62	39	the	the	DET
ajst-4121	62	40	city	city	NOUN
ajst-4121	62	41	,	,	PUNCT
ajst-4121	62	42	and	and	CCONJ
ajst-4121	62	43	promote	promote	VERB
ajst-4121	62	44	the	the	DET
ajst-4121	62	45	integrated	integrate	VERB
ajst-4121	62	46	management	management	NOUN
ajst-4121	62	47	of	of	ADP
ajst-4121	62	48	urban	urban	ADJ
ajst-4121	62	49	network	network	NOUN
ajst-4121	62	50	operation	operation	NOUN
ajst-4121	62	51	,	,	PUNCT
ajst-4121	62	52	management	management	NOUN
ajst-4121	62	53	,	,	PUNCT
ajst-4121	62	54	emergency	emergency	NOUN
ajst-4121	62	55	response	response	NOUN
ajst-4121	62	56	,	,	PUNCT
ajst-4121	62	57	treatment	treatment	NOUN
ajst-4121	62	58	and	and	CCONJ
ajst-4121	62	59	maintenance	maintenance	NOUN
ajst-4121	62	60	.	.	PUNCT
ajst-4121	63	1	to	to	PART
ajst-4121	63	2	meet	meet	VERB
ajst-4121	63	3	the	the	DET
ajst-4121	63	4	needs	need	NOUN
ajst-4121	63	5	of	of	ADP
ajst-4121	63	6	urban	urban	ADJ
ajst-4121	63	7	traffic	traffic	NOUN
ajst-4121	63	8	operation	operation	NOUN
ajst-4121	63	9	,	,	PUNCT
ajst-4121	63	10	management	management	NOUN
ajst-4121	63	11	and	and	CCONJ
ajst-4121	63	12	service	service	NOUN
ajst-4121	63	13	,	,	PUNCT
ajst-4121	63	14	from	from	ADP
ajst-4121	63	15	the	the	DET
ajst-4121	63	16	perspective	perspective	NOUN
ajst-4121	63	17	of	of	ADP
ajst-4121	63	18	system	system	NOUN
ajst-4121	63	19	architecture	architecture	NOUN
ajst-4121	63	20	and	and	CCONJ
ajst-4121	63	21	functions	function	NOUN
ajst-4121	63	22	,	,	PUNCT
ajst-4121	63	23	the	the	DET
ajst-4121	63	24	framework	framework	NOUN
ajst-4121	63	25	of	of	ADP
ajst-4121	63	26	urban	urban	ADJ
ajst-4121	63	27	traffic	traffic	NOUN
ajst-4121	63	28	informatization	informatization	NOUN
ajst-4121	63	29	and	and	CCONJ
ajst-4121	63	30	intelligent	intelligent	ADJ
ajst-4121	63	31	system	system	NOUN
ajst-4121	63	32	should	should	AUX
ajst-4121	63	33	include	include	VERB
ajst-4121	63	34	four	four	NUM
ajst-4121	63	35	levels	level	NOUN
ajst-4121	63	36	(	(	PUNCT
ajst-4121	63	37	as	as	SCONJ
ajst-4121	63	38	shown	show	VERB
ajst-4121	63	39	in	in	ADP
ajst-4121	63	40	figure	figure	NOUN
ajst-4121	63	41	2	2	NUM
ajst-4121	63	42	)	)	PUNCT
ajst-4121	63	43	,	,	PUNCT
ajst-4121	63	44	namely	namely	ADV
ajst-4121	63	45	perception	perception	NOUN
ajst-4121	63	46	layer	layer	NOUN
ajst-4121	63	47	,	,	PUNCT
ajst-4121	63	48	network	network	NOUN
ajst-4121	63	49	layer	layer	NOUN
ajst-4121	63	50	,	,	PUNCT
ajst-4121	63	51	data	data	NOUN
ajst-4121	63	52	layer	layer	NOUN
ajst-4121	63	53	and	and	CCONJ
ajst-4121	63	54	application	application	NOUN
ajst-4121	63	55	layer	layer	NOUN
ajst-4121	63	56	.	.	PUNCT
ajst-4121	64	1	figure	figure	NOUN
ajst-4121	64	2	2	2	NUM
ajst-4121	64	3	.	.	PUNCT
ajst-4121	65	1	urban	urban	ADJ
ajst-4121	65	2	traffic	traffic	NOUN
ajst-4121	65	3	informatization	informatization	NOUN
ajst-4121	65	4	and	and	CCONJ
ajst-4121	65	5	intelligent	intelligent	ADJ
ajst-4121	65	6	system	system	NOUN
ajst-4121	65	7	framework	framework	NOUN
ajst-4121	65	8	among	among	ADP
ajst-4121	65	9	them	they	PRON
ajst-4121	65	10	,	,	PUNCT
ajst-4121	65	11	the	the	DET
ajst-4121	65	12	perception	perception	NOUN
ajst-4121	65	13	layer	layer	NOUN
ajst-4121	65	14	aims	aim	VERB
ajst-4121	65	15	to	to	PART
ajst-4121	65	16	coordinate	coordinate	VERB
ajst-4121	65	17	the	the	DET
ajst-4121	65	18	perception	perception	NOUN
ajst-4121	65	19	devices	device	NOUN
ajst-4121	65	20	related	relate	VERB
ajst-4121	65	21	to	to	ADP
ajst-4121	65	22	people	people	NOUN
ajst-4121	65	23	,	,	PUNCT
ajst-4121	65	24	cars	car	NOUN
ajst-4121	65	25	,	,	PUNCT
ajst-4121	65	26	ships	ship	NOUN
ajst-4121	65	27	,	,	PUNCT
ajst-4121	65	28	roads	road	NOUN
ajst-4121	65	29	and	and	CCONJ
ajst-4121	65	30	ports	port	NOUN
ajst-4121	65	31	,	,	PUNCT
ajst-4121	65	32	and	and	CCONJ
ajst-4121	65	33	realize	realize	VERB
ajst-4121	65	34	the	the	DET
ajst-4121	65	35	visibility	visibility	NOUN
ajst-4121	65	36	,	,	PUNCT
ajst-4121	65	37	measurability	measurability	NOUN
ajst-4121	65	38	and	and	CCONJ
ajst-4121	65	39	controllability	controllability	NOUN
ajst-4121	65	40	of	of	ADP
ajst-4121	65	41	the	the	DET
ajst-4121	65	42	integrated	integrate	VERB
ajst-4121	65	43	traffic	traffic	NOUN
ajst-4121	65	44	operation	operation	NOUN
ajst-4121	65	45	state	state	NOUN
ajst-4121	65	46	.	.	PUNCT
ajst-4121	66	1	the	the	DET
ajst-4121	66	2	network	network	NOUN
ajst-4121	66	3	layer	layer	NOUN
ajst-4121	66	4	is	be	AUX
ajst-4121	66	5	responsible	responsible	ADJ
ajst-4121	66	6	for	for	ADP
ajst-4121	66	7	the	the	DET
ajst-4121	66	8	acquisition	acquisition	NOUN
ajst-4121	66	9	and	and	CCONJ
ajst-4121	66	10	transmission	transmission	NOUN
ajst-4121	66	11	of	of	ADP
ajst-4121	66	12	traffic	traffic	NOUN
ajst-4121	66	13	and	and	CCONJ
ajst-4121	66	14	related	related	ADJ
ajst-4121	66	15	data	datum	NOUN
ajst-4121	66	16	.	.	PUNCT
ajst-4121	67	1	the	the	DET
ajst-4121	67	2	data	data	NOUN
ajst-4121	67	3	layer	layer	NOUN
ajst-4121	67	4	is	be	AUX
ajst-4121	67	5	designed	design	VERB
ajst-4121	67	6	to	to	PART
ajst-4121	67	7	store	store	VERB
ajst-4121	67	8	and	and	CCONJ
ajst-4121	67	9	process	process	NOUN
ajst-4121	67	10	data	datum	NOUN
ajst-4121	67	11	.	.	PUNCT
ajst-4121	68	1	the	the	DET
ajst-4121	68	2	application	application	NOUN
ajst-4121	68	3	layer	layer	NOUN
ajst-4121	68	4	focuses	focus	VERB
ajst-4121	68	5	on	on	ADP
ajst-4121	68	6	the	the	DET
ajst-4121	68	7	functions	function	NOUN
ajst-4121	68	8	of	of	ADP
ajst-4121	68	9	online	online	ADJ
ajst-4121	68	10	ticket	ticket	NOUN
ajst-4121	68	11	sales	sale	NOUN
ajst-4121	68	12	,	,	PUNCT
ajst-4121	68	13	taxi	taxi	NOUN
ajst-4121	68	14	calling	calling	NOUN
ajst-4121	68	15	,	,	PUNCT
ajst-4121	68	16	operation	operation	NOUN
ajst-4121	68	17	command	command	NOUN
ajst-4121	68	18	and	and	CCONJ
ajst-4121	68	19	emergency	emergency	NOUN
ajst-4121	68	20	response	response	NOUN
ajst-4121	68	21	.	.	PUNCT
ajst-4121	69	1	the	the	DET
ajst-4121	69	2	information	information	NOUN
ajst-4121	69	3	system	system	NOUN
ajst-4121	69	4	under	under	ADP
ajst-4121	69	5	this	this	DET
ajst-4121	69	6	construction	construction	NOUN
ajst-4121	69	7	idea	idea	NOUN
ajst-4121	69	8	can	can	AUX
ajst-4121	69	9	comprehensively	comprehensively	ADV
ajst-4121	69	10	collect	collect	VERB
ajst-4121	69	11	the	the	DET
ajst-4121	69	12	operation	operation	NOUN
ajst-4121	69	13	and	and	CCONJ
ajst-4121	69	14	management	management	NOUN
ajst-4121	69	15	data	datum	NOUN
ajst-4121	69	16	of	of	ADP
ajst-4121	69	17	urban	urban	ADJ
ajst-4121	69	18	transportation	transportation	NOUN
ajst-4121	69	19	enterprises	enterprise	NOUN
ajst-4121	69	20	,	,	PUNCT
ajst-4121	69	21	and	and	CCONJ
ajst-4121	69	22	then	then	ADV
ajst-4121	69	23	analyze	analyze	VERB
ajst-4121	69	24	all	all	DET
ajst-4121	69	25	kinds	kind	NOUN
ajst-4121	69	26	of	of	ADP
ajst-4121	69	27	operation	operation	NOUN
ajst-4121	69	28	indicators	indicator	NOUN
ajst-4121	69	29	.	.	PUNCT
ajst-4121	70	1	opening	open	VERB
ajst-4121	70	2	the	the	DET
ajst-4121	70	3	channel	channel	NOUN
ajst-4121	70	4	with	with	ADP
ajst-4121	70	5	the	the	DET
ajst-4121	70	6	production	production	NOUN
ajst-4121	70	7	system	system	NOUN
ajst-4121	70	8	will	will	AUX
ajst-4121	70	9	undoubtedly	undoubtedly	ADV
ajst-4121	70	10	greatly	greatly	ADV
ajst-4121	70	11	improve	improve	VERB
ajst-4121	70	12	the	the	DET
ajst-4121	70	13	comprehensive	comprehensive	ADJ
ajst-4121	70	14	evaluation	evaluation	NOUN
ajst-4121	70	15	and	and	CCONJ
ajst-4121	70	16	early	early	ADJ
ajst-4121	70	17	warning	warning	NOUN
ajst-4121	70	18	system	system	NOUN
ajst-4121	70	19	of	of	ADP
ajst-4121	70	20	operation	operation	NOUN
ajst-4121	70	21	management	management	NOUN
ajst-4121	70	22	and	and	CCONJ
ajst-4121	70	23	maintenance	maintenance	NOUN
ajst-4121	70	24	management	management	NOUN
ajst-4121	70	25	,	,	PUNCT
ajst-4121	70	26	substantially	substantially	ADV
ajst-4121	70	27	promote	promote	VERB
ajst-4121	70	28	the	the	DET
ajst-4121	70	29	practicability	practicability	NOUN
ajst-4121	70	30	of	of	ADP
ajst-4121	70	31	the	the	DET
ajst-4121	70	32	information	information	NOUN
ajst-4121	70	33	system	system	NOUN
ajst-4121	70	34	,	,	PUNCT
ajst-4121	70	35	and	and	CCONJ
ajst-4121	70	36	further	far	ADV
ajst-4121	70	37	enhance	enhance	VERB
ajst-4121	70	38	the	the	DET
ajst-4121	70	39	openness	openness	NOUN
ajst-4121	70	40	and	and	CCONJ
ajst-4121	70	41	flexibility	flexibility	NOUN
ajst-4121	70	42	of	of	ADP
ajst-4121	70	43	the	the	DET
ajst-4121	70	44	information	information	NOUN
ajst-4121	70	45	system	system	NOUN
ajst-4121	70	46	.	.	PUNCT
ajst-4121	71	1	from	from	ADP
ajst-4121	71	2	the	the	DET
ajst-4121	71	3	information	information	NOUN
ajst-4121	71	4	data	data	PROPN
ajst-4121	71	5	management	management	NOUN
ajst-4121	71	6	security	security	NOUN
ajst-4121	71	7	system	system	NOUN
ajst-4121	71	8	of	of	ADP
ajst-4121	71	9	urban	urban	ADJ
ajst-4121	71	10	traffic	traffic	NOUN
ajst-4121	71	11	enterprises	enterprise	NOUN
ajst-4121	71	12	,	,	PUNCT
ajst-4121	71	13	it	it	PRON
ajst-4121	71	14	needs	need	VERB
ajst-4121	71	15	the	the	DET
ajst-4121	71	16	complete	complete	ADJ
ajst-4121	71	17	guarantee	guarantee	NOUN
ajst-4121	71	18	of	of	ADP
ajst-4121	71	19	organization	organization	NOUN
ajst-4121	71	20	,	,	PUNCT
ajst-4121	71	21	system	system	NOUN
ajst-4121	71	22	,	,	PUNCT
ajst-4121	71	23	personnel	personnel	NOUN
ajst-4121	71	24	,	,	PUNCT
ajst-4121	71	25	construction	construction	NOUN
ajst-4121	71	26	standards	standard	NOUN
ajst-4121	71	27	and	and	CCONJ
ajst-4121	71	28	safety	safety	NOUN
ajst-4121	71	29	operation	operation	NOUN
ajst-4121	71	30	and	and	CCONJ
ajst-4121	71	31	maintenance	maintenance	NOUN
ajst-4121	71	32	.	.	PUNCT
ajst-4121	72	1	in	in	ADP
ajst-4121	72	2	this	this	DET
ajst-4121	72	3	paper	paper	NOUN
ajst-4121	72	4	,	,	PUNCT
ajst-4121	72	5	a	a	DET
ajst-4121	72	6	firewall	firewall	NOUN
ajst-4121	72	7	is	be	AUX
ajst-4121	72	8	established	establish	VERB
ajst-4121	72	9	to	to	PART
ajst-4121	72	10	isolate	isolate	VERB
ajst-4121	72	11	the	the	DET
ajst-4121	72	12	intranet	intranet	NOUN
ajst-4121	72	13	from	from	ADP
ajst-4121	72	14	the	the	DET
ajst-4121	72	15	internet	internet	NOUN
ajst-4121	72	16	or	or	CCONJ
ajst-4121	72	17	other	other	ADJ
ajst-4121	72	18	external	external	ADJ
ajst-4121	72	19	networks	network	NOUN
ajst-4121	72	20	,	,	PUNCT
ajst-4121	72	21	and	and	CCONJ
ajst-4121	72	22	the	the	DET
ajst-4121	72	23	intranet	intranet	NOUN
ajst-4121	72	24	is	be	AUX
ajst-4121	72	25	protected	protect	VERB
ajst-4121	72	26	by	by	ADP
ajst-4121	72	27	restricting	restrict	VERB
ajst-4121	72	28	network	network	NOUN
ajst-4121	72	29	access	access	NOUN
ajst-4121	72	30	,	,	PUNCT
ajst-4121	72	31	so	so	SCONJ
ajst-4121	72	32	as	as	SCONJ
ajst-4121	72	33	to	to	PART
ajst-4121	72	34	ensure	ensure	VERB
ajst-4121	72	35	the	the	DET
ajst-4121	72	36	security	security	NOUN
ajst-4121	72	37	of	of	ADP
ajst-4121	72	38	data	datum	NOUN
ajst-4121	72	39	transmission	transmission	NOUN
ajst-4121	72	40	in	in	ADP
ajst-4121	72	41	the	the	DET
ajst-4121	72	42	cloud	cloud	NOUN
ajst-4121	72	43	.	.	PUNCT
ajst-4121	73	1	users	user	NOUN
ajst-4121	73	2	establish	establish	VERB
ajst-4121	73	3	ssl	ssl	PROPN
ajst-4121	73	4	vpn	vpn	NOUN
ajst-4121	73	5	connection	connection	NOUN
ajst-4121	73	6	by	by	ADP
ajst-4121	73	7	installing	instal	VERB
ajst-4121	73	8	vpn	vpn	NOUN
ajst-4121	73	9	client	client	NOUN
ajst-4121	73	10	,	,	PUNCT
ajst-4121	73	11	and	and	CCONJ
ajst-4121	73	12	remotely	remotely	ADV
ajst-4121	73	13	access	access	NOUN
ajst-4121	73	14	virtual	virtual	ADJ
ajst-4121	73	15	private	private	ADJ
ajst-4121	73	16	cloud	cloud	NOUN
ajst-4121	73	17	to	to	PART
ajst-4121	73	18	enter	enter	VERB
ajst-4121	73	19	the	the	DET
ajst-4121	73	20	system	system	NOUN
ajst-4121	73	21	login	login	NOUN
ajst-4121	73	22	interface	interface	NOUN
ajst-4121	73	23	[	[	X
ajst-4121	73	24	10	10	NUM
ajst-4121	73	25	]	]	PUNCT
ajst-4121	73	26	.	.	PUNCT
ajst-4121	74	1	after	after	ADP
ajst-4121	74	2	confirming	confirm	VERB
ajst-4121	74	3	the	the	DET
ajst-4121	74	4	user	user	NOUN
ajst-4121	74	5	's	's	PART
ajst-4121	74	6	identity	identity	NOUN
ajst-4121	74	7	information	information	NOUN
ajst-4121	74	8	,	,	PUNCT
ajst-4121	74	9	the	the	DET
ajst-4121	74	10	system	system	NOUN
ajst-4121	74	11	will	will	AUX
ajst-4121	74	12	automatically	automatically	ADV
ajst-4121	74	13	jump	jump	VERB
ajst-4121	74	14	to	to	ADP
ajst-4121	74	15	the	the	DET
ajst-4121	74	16	data	datum	NOUN
ajst-4121	74	17	analysis	analysis	NOUN
ajst-4121	74	18	interface	interface	NOUN
ajst-4121	74	19	serving	serve	VERB
ajst-4121	74	20	intranet	intranet	NOUN
ajst-4121	74	21	users	user	NOUN
ajst-4121	74	22	.	.	PUNCT
ajst-4121	75	1	support	support	NOUN
ajst-4121	75	2	intranet	intranet	NOUN
ajst-4121	75	3	users	user	NOUN
ajst-4121	75	4	of	of	ADP
ajst-4121	75	5	the	the	DET
ajst-4121	75	6	system	system	NOUN
ajst-4121	75	7	to	to	PART
ajst-4121	75	8	upload	upload	VERB
ajst-4121	75	9	fixed	fixed	ADJ
ajst-4121	75	10	format	format	NOUN
ajst-4121	75	11	data	datum	NOUN
ajst-4121	75	12	,	,	PUNCT
ajst-4121	75	13	query	query	NOUN
ajst-4121	75	14	data	datum	NOUN
ajst-4121	75	15	,	,	PUNCT
ajst-4121	75	16	call	call	VERB
ajst-4121	75	17	visual	visual	ADJ
ajst-4121	75	18	services	service	NOUN
ajst-4121	75	19	and	and	CCONJ
ajst-4121	75	20	other	other	ADJ
ajst-4121	75	21	operations	operation	NOUN
ajst-4121	75	22	on	on	ADP
ajst-4121	75	23	the	the	DET
ajst-4121	75	24	web	web	NOUN
ajst-4121	75	25	side	side	NOUN
ajst-4121	75	26	;	;	PUNCT
ajst-4121	75	27	other	other	ADJ
ajst-4121	75	28	users	user	NOUN
ajst-4121	75	29	can	can	AUX
ajst-4121	75	30	view	view	VERB
ajst-4121	75	31	the	the	DET
ajst-4121	75	32	visual	visual	ADJ
ajst-4121	75	33	analysis	analysis	NOUN
ajst-4121	75	34	results	result	NOUN
ajst-4121	75	35	,	,	PUNCT
ajst-4121	75	36	and	and	CCONJ
ajst-4121	75	37	support	support	VERB
ajst-4121	75	38	the	the	DET
ajst-4121	75	39	evaluation	evaluation	NOUN
ajst-4121	75	40	and	and	CCONJ
ajst-4121	75	41	feedback	feedback	NOUN
ajst-4121	75	42	of	of	ADP
ajst-4121	75	43	the	the	DET
ajst-4121	75	44	results	result	NOUN
ajst-4121	75	45	in	in	ADP
ajst-4121	75	46	the	the	DET
ajst-4121	75	47	discussion	discussion	NOUN
ajst-4121	75	48	area	area	NOUN
ajst-4121	75	49	.	.	PUNCT
ajst-4121	76	1	128	128	NUM
ajst-4121	76	2	5	5	NUM
ajst-4121	76	3	.	.	PUNCT
ajst-4121	76	4	conclusions	conclusion	NOUN
ajst-4121	76	5	urban	urban	ADJ
ajst-4121	76	6	traffic	traffic	NOUN
ajst-4121	76	7	informatization	informatization	NOUN
ajst-4121	76	8	and	and	CCONJ
ajst-4121	76	9	intelligent	intelligent	ADJ
ajst-4121	76	10	construction	construction	NOUN
ajst-4121	76	11	are	be	AUX
ajst-4121	76	12	important	important	ADJ
ajst-4121	76	13	technical	technical	ADJ
ajst-4121	76	14	means	mean	NOUN
ajst-4121	76	15	to	to	PART
ajst-4121	76	16	improve	improve	VERB
ajst-4121	76	17	urban	urban	ADJ
ajst-4121	76	18	traffic	traffic	NOUN
ajst-4121	76	19	operation	operation	NOUN
ajst-4121	76	20	system	system	NOUN
ajst-4121	76	21	,	,	PUNCT
ajst-4121	76	22	and	and	CCONJ
ajst-4121	76	23	also	also	ADV
ajst-4121	76	24	important	important	ADJ
ajst-4121	76	25	contents	content	NOUN
ajst-4121	76	26	to	to	PART
ajst-4121	76	27	improve	improve	VERB
ajst-4121	76	28	urban	urban	ADJ
ajst-4121	76	29	traffic	traffic	NOUN
ajst-4121	76	30	operation	operation	NOUN
ajst-4121	76	31	management	management	NOUN
ajst-4121	76	32	level	level	NOUN
ajst-4121	76	33	.	.	PUNCT
ajst-4121	77	1	this	this	PRON
ajst-4121	77	2	means	mean	VERB
ajst-4121	77	3	that	that	SCONJ
ajst-4121	77	4	the	the	DET
ajst-4121	77	5	data	data	NOUN
ajst-4121	77	6	information	information	NOUN
ajst-4121	77	7	that	that	SCONJ
ajst-4121	77	8	human	human	ADJ
ajst-4121	77	9	beings	being	NOUN
ajst-4121	77	10	need	need	VERB
ajst-4121	77	11	to	to	PART
ajst-4121	77	12	process	process	VERB
ajst-4121	77	13	will	will	AUX
ajst-4121	77	14	become	become	VERB
ajst-4121	77	15	more	more	ADV
ajst-4121	77	16	and	and	CCONJ
ajst-4121	77	17	more	more	ADV
ajst-4121	77	18	huge	huge	ADJ
ajst-4121	77	19	,	,	PUNCT
ajst-4121	77	20	which	which	PRON
ajst-4121	77	21	brings	bring	VERB
ajst-4121	77	22	great	great	ADJ
ajst-4121	77	23	challenges	challenge	NOUN
ajst-4121	77	24	to	to	ADP
ajst-4121	77	25	human	human	ADJ
ajst-4121	77	26	data	datum	NOUN
ajst-4121	77	27	platforms	platform	NOUN
ajst-4121	77	28	.	.	PUNCT
ajst-4121	78	1	big	big	ADJ
ajst-4121	78	2	data	datum	NOUN
ajst-4121	78	3	technology	technology	NOUN
ajst-4121	78	4	emerges	emerge	VERB
ajst-4121	78	5	as	as	ADP
ajst-4121	78	6	the	the	DET
ajst-4121	78	7	times	time	NOUN
ajst-4121	78	8	require	require	VERB
ajst-4121	78	9	.	.	PUNCT
ajst-4121	79	1	it	it	PRON
ajst-4121	79	2	helps	help	VERB
ajst-4121	79	3	people	people	NOUN
ajst-4121	79	4	solve	solve	VERB
ajst-4121	79	5	related	related	ADJ
ajst-4121	79	6	data	datum	NOUN
ajst-4121	79	7	processing	processing	NOUN
ajst-4121	79	8	problems	problem	NOUN
ajst-4121	79	9	by	by	ADP
ajst-4121	79	10	perceiving	perceive	VERB
ajst-4121	79	11	,	,	PUNCT
ajst-4121	79	12	acquiring	acquire	VERB
ajst-4121	79	13	,	,	PUNCT
ajst-4121	79	14	transmitting	transmit	VERB
ajst-4121	79	15	and	and	CCONJ
ajst-4121	79	16	processing	processing	NOUN
ajst-4121	79	17	data	datum	NOUN
ajst-4121	79	18	,	,	PUNCT
ajst-4121	79	19	and	and	CCONJ
ajst-4121	79	20	carrying	carry	VERB
ajst-4121	79	21	out	out	ADP
ajst-4121	79	22	structured	structured	ADJ
ajst-4121	79	23	and	and	CCONJ
ajst-4121	79	24	professional	professional	ADJ
ajst-4121	79	25	processing	processing	NOUN
ajst-4121	79	26	analysis	analysis	NOUN
ajst-4121	79	27	.	.	PUNCT
ajst-4121	80	1	this	this	DET
ajst-4121	80	2	paper	paper	NOUN
ajst-4121	80	3	discusses	discuss	VERB
ajst-4121	80	4	the	the	DET
ajst-4121	80	5	overall	overall	ADJ
ajst-4121	80	6	framework	framework	NOUN
ajst-4121	80	7	and	and	CCONJ
ajst-4121	80	8	construction	construction	NOUN
ajst-4121	80	9	emphasis	emphasis	NOUN
ajst-4121	80	10	of	of	ADP
ajst-4121	80	11	integrated	integrate	VERB
ajst-4121	80	12	traffic	traffic	NOUN
ajst-4121	80	13	information	information	NOUN
ajst-4121	80	14	system	system	NOUN
ajst-4121	80	15	,	,	PUNCT
ajst-4121	80	16	which	which	PRON
ajst-4121	80	17	is	be	AUX
ajst-4121	80	18	helpful	helpful	ADJ
ajst-4121	80	19	to	to	PART
ajst-4121	80	20	grasp	grasp	VERB
ajst-4121	80	21	the	the	DET
ajst-4121	80	22	focus	focus	NOUN
ajst-4121	80	23	and	and	CCONJ
ajst-4121	80	24	foothold	foothold	NOUN
ajst-4121	80	25	of	of	ADP
ajst-4121	80	26	traffic	traffic	NOUN
ajst-4121	80	27	information	information	NOUN
ajst-4121	80	28	development	development	NOUN
ajst-4121	80	29	from	from	ADP
ajst-4121	80	30	the	the	DET
ajst-4121	80	31	design	design	NOUN
ajst-4121	80	32	level	level	NOUN
ajst-4121	80	33	,	,	PUNCT
ajst-4121	80	34	and	and	CCONJ
ajst-4121	80	35	has	have	VERB
ajst-4121	80	36	important	important	ADJ
ajst-4121	80	37	reference	reference	NOUN
ajst-4121	80	38	significance	significance	NOUN
ajst-4121	80	39	for	for	ADP
ajst-4121	80	40	scientific	scientific	ADJ
ajst-4121	80	41	formulation	formulation	NOUN
ajst-4121	80	42	of	of	ADP
ajst-4121	80	43	traffic	traffic	NOUN
ajst-4121	80	44	information	information	NOUN
ajst-4121	80	45	development	development	NOUN
ajst-4121	80	46	planning	planning	NOUN
ajst-4121	80	47	.	.	PUNCT
ajst-4121	81	1	references	reference	NOUN
ajst-4121	81	2	[	[	X
ajst-4121	81	3	1	1	NUM
ajst-4121	81	4	]	]	X
ajst-4121	81	5	zhao	zhao	PROPN
ajst-4121	81	6	ming	ming	PROPN
ajst-4121	81	7	,	,	PUNCT
ajst-4121	81	8	zhang	zhang	PROPN
ajst-4121	81	9	jianqin,&lu	jianqin,&lu	PROPN
ajst-4121	81	10	jian	jian	PROPN
ajst-4121	81	11	.	.	PUNCT
ajst-4121	81	12	(	(	PUNCT
ajst-4121	81	13	2020	2020	NUM
ajst-4121	81	14	)	)	PUNCT
ajst-4121	81	15	.	.	PUNCT
ajst-4121	82	1	urban	urban	ADJ
ajst-4121	82	2	traffic	traffic	NOUN
ajst-4121	82	3	big	big	ADJ
ajst-4121	82	4	data	datum	NOUN
ajst-4121	82	5	analysis	analysis	NOUN
ajst-4121	82	6	platform	platform	NOUN
ajst-4121	82	7	based	base	VERB
ajst-4121	82	8	on	on	ADP
ajst-4121	82	9	cloud	cloud	NOUN
ajst-4121	82	10	computing	computing	NOUN
ajst-4121	82	11	.	.	PUNCT
ajst-4121	83	1	geospatial	geospatial	ADJ
ajst-4121	83	2	information	information	NOUN
ajst-4121	83	3	,	,	PUNCT
ajst-4121	83	4	18(2	18(2	NUM
ajst-4121	83	5	)	)	PUNCT
ajst-4121	83	6	,	,	PUNCT
ajst-4121	83	7	5	5	X
ajst-4121	83	8	.	.	PUNCT
ajst-4121	84	1	[	[	X
ajst-4121	84	2	2	2	NUM
ajst-4121	84	3	]	]	X
ajst-4121	84	4	zhong	zhong	PROPN
ajst-4121	84	5	wang	wang	PROPN
ajst-4121	84	6	.	.	PUNCT
ajst-4121	85	1	(	(	PUNCT
ajst-4121	85	2	2017	2017	NUM
ajst-4121	85	3	)	)	PUNCT
ajst-4121	85	4	.	.	PUNCT
ajst-4121	86	1	research	research	NOUN
ajst-4121	86	2	on	on	ADP
ajst-4121	86	3	application	application	NOUN
ajst-4121	86	4	fields	field	NOUN
ajst-4121	86	5	and	and	CCONJ
ajst-4121	86	6	measures	measure	NOUN
ajst-4121	86	7	of	of	ADP
ajst-4121	86	8	urban	urban	ADJ
ajst-4121	86	9	traffic	traffic	NOUN
ajst-4121	86	10	big	big	ADJ
ajst-4121	86	11	data	datum	NOUN
ajst-4121	86	12	.	.	PUNCT
ajst-4121	87	1	management	management	NOUN
ajst-4121	87	2	modernization	modernization	NOUN
ajst-4121	87	3	,	,	PUNCT
ajst-4121	87	4	2017(1	2017(1	NUM
ajst-4121	87	5	)	)	PUNCT
ajst-4121	87	6	,	,	PUNCT
ajst-4121	87	7	3	3	X
ajst-4121	87	8	.	.	PUNCT
ajst-4121	88	1	[	[	X
ajst-4121	88	2	3	3	X
ajst-4121	88	3	]	]	X
ajst-4121	88	4	yang	yang	PROPN
ajst-4121	88	5	dongyuan	dongyuan	PROPN
ajst-4121	88	6	.	.	PUNCT
ajst-4121	89	1	(	(	PUNCT
ajst-4121	89	2	2016	2016	NUM
ajst-4121	89	3	)	)	PUNCT
ajst-4121	89	4	.	.	PUNCT
ajst-4121	90	1	promoting	promote	VERB
ajst-4121	90	2	the	the	DET
ajst-4121	90	3	transformation	transformation	NOUN
ajst-4121	90	4	of	of	ADP
ajst-4121	90	5	urban	urban	ADJ
ajst-4121	90	6	transportation	transportation	NOUN
ajst-4121	90	7	planning	planning	NOUN
ajst-4121	90	8	theory	theory	NOUN
ajst-4121	90	9	through	through	ADP
ajst-4121	90	10	big	big	ADJ
ajst-4121	90	11	data	datum	NOUN
ajst-4121	90	12	.	.	PUNCT
ajst-4121	91	1	urban	urban	ADJ
ajst-4121	91	2	transportation	transportation	PROPN
ajst-4121	91	3	,	,	PUNCT
ajst-4121	91	4	14(3	14(3	NUM
ajst-4121	91	5	)	)	PUNCT
ajst-4121	91	6	,	,	PUNCT
ajst-4121	91	7	9	9	NUM
ajst-4121	91	8	.	.	PUNCT
ajst-4121	92	1	[	[	X
ajst-4121	92	2	4	4	NUM
ajst-4121	92	3	]	]	X
ajst-4121	92	4	li	li	PROPN
ajst-4121	92	5	yan	yan	PROPN
ajst-4121	92	6	.	.	PUNCT
ajst-4121	93	1	(	(	PUNCT
ajst-4121	93	2	2017	2017	NUM
ajst-4121	93	3	)	)	PUNCT
ajst-4121	93	4	.	.	PUNCT
ajst-4121	94	1	design	design	NOUN
ajst-4121	94	2	of	of	ADP
ajst-4121	94	3	big	big	ADJ
ajst-4121	94	4	data	datum	NOUN
ajst-4121	94	5	system	system	NOUN
ajst-4121	94	6	for	for	ADP
ajst-4121	94	7	urban	urban	ADJ
ajst-4121	94	8	traffic	traffic	NOUN
ajst-4121	94	9	dispatch	dispatch	NOUN
ajst-4121	94	10	considering	consider	VERB
ajst-4121	94	11	the	the	DET
ajst-4121	94	12	impact	impact	NOUN
ajst-4121	94	13	of	of	ADP
ajst-4121	94	14	random	random	ADJ
ajst-4121	94	15	car	car	NOUN
ajst-4121	94	16	accidents	accident	NOUN
ajst-4121	94	17	.	.	PUNCT
ajst-4121	95	1	modern	modern	ADJ
ajst-4121	95	2	electronic	electronic	ADJ
ajst-4121	95	3	technology	technology	NOUN
ajst-4121	95	4	,	,	PUNCT
ajst-4121	95	5	40(6	40(6	PROPN
ajst-4121	95	6	)	)	PUNCT
ajst-4121	95	7	,	,	PUNCT
ajst-4121	95	8	4	4	X
ajst-4121	95	9	.	.	PUNCT
ajst-4121	96	1	[	[	X
ajst-4121	96	2	5	5	X
ajst-4121	96	3	]	]	X
ajst-4121	96	4	zhang	zhang	PROPN
ajst-4121	96	5	tianran	tianran	PROPN
ajst-4121	96	6	.	.	PUNCT
ajst-4121	97	1	(	(	PUNCT
ajst-4121	97	2	2016	2016	NUM
ajst-4121	97	3	)	)	PUNCT
ajst-4121	97	4	.	.	PUNCT
ajst-4121	98	1	thoughts	thought	NOUN
ajst-4121	98	2	on	on	ADP
ajst-4121	98	3	the	the	DET
ajst-4121	98	4	development	development	NOUN
ajst-4121	98	5	of	of	ADP
ajst-4121	98	6	traffic	traffic	NOUN
ajst-4121	98	7	model	model	NOUN
ajst-4121	98	8	under	under	ADP
ajst-4121	98	9	the	the	DET
ajst-4121	98	10	background	background	NOUN
ajst-4121	98	11	of	of	ADP
ajst-4121	98	12	big	big	ADJ
ajst-4121	98	13	data	datum	NOUN
ajst-4121	98	14	.	.	PUNCT
ajst-4121	99	1	urban	urban	ADJ
ajst-4121	99	2	traffic	traffic	NOUN
ajst-4121	99	3	,	,	PUNCT
ajst-4121	99	4	4(2	4(2	NUM
ajst-4121	99	5	)	)	PUNCT
ajst-4121	99	6	,	,	PUNCT
ajst-4121	99	7	22	22	NUM
ajst-4121	99	8	-	-	SYM
ajst-4121	99	9	28	28	NUM
ajst-4121	99	10	.	.	PUNCT
ajst-4121	100	1	[	[	X
ajst-4121	100	2	6	6	NUM
ajst-4121	100	3	]	]	X
ajst-4121	100	4	ren	ren	PROPN
ajst-4121	100	5	chuanbin	chuanbin	NOUN
ajst-4121	100	6	,	,	PUNCT
ajst-4121	100	7	yu	yu	PROPN
ajst-4121	100	8	miao	miao	PROPN
ajst-4121	100	9	,	,	PUNCT
ajst-4121	100	10	li	li	PROPN
ajst-4121	100	11	ke	ke	PROPN
ajst-4121	100	12	,	,	PUNCT
ajst-4121	100	13	&	&	CCONJ
ajst-4121	100	14	feng	feng	PROPN
ajst-4121	100	15	zengwen	zengwen	PROPN
ajst-4121	100	16	.	.	PUNCT
ajst-4121	101	1	(	(	PUNCT
ajst-4121	101	2	2021	2021	NUM
ajst-4121	101	3	)	)	PUNCT
ajst-4121	101	4	.	.	PUNCT
ajst-4121	102	1	integration	integration	NOUN
ajst-4121	102	2	and	and	CCONJ
ajst-4121	102	3	application	application	NOUN
ajst-4121	102	4	of	of	ADP
ajst-4121	102	5	urban	urban	ADJ
ajst-4121	102	6	rail	rail	NOUN
ajst-4121	102	7	transit	transit	NOUN
ajst-4121	102	8	survey	survey	VERB
ajst-4121	102	9	big	big	ADJ
ajst-4121	102	10	data	datum	NOUN
ajst-4121	102	11	.	.	PUNCT
ajst-4121	103	1	geological	geological	ADJ
ajst-4121	103	2	review	review	NOUN
ajst-4121	103	3	,	,	PUNCT
ajst-4121	103	4	67(1	67(1	NOUN
ajst-4121	103	5	)	)	PUNCT
ajst-4121	103	6	,	,	PUNCT
ajst-4121	103	7	3	3	X
ajst-4121	103	8	.	.	PUNCT
ajst-4121	104	1	[	[	X
ajst-4121	104	2	7	7	X
ajst-4121	104	3	]	]	PUNCT
ajst-4121	104	4	xie	xie	PROPN
ajst-4121	104	5	yinghao	yinghao	PROPN
ajst-4121	104	6	,	,	PUNCT
ajst-4121	104	7	jiang	jiang	PROPN
ajst-4121	104	8	zhibin,&xu	zhibin,&xu	PROPN
ajst-4121	104	9	ruihua	ruihua	PROPN
ajst-4121	104	10	.	.	PUNCT
ajst-4121	105	1	(	(	PUNCT
ajst-4121	105	2	2017	2017	NUM
ajst-4121	105	3	)	)	PUNCT
ajst-4121	105	4	.	.	PUNCT
ajst-4121	106	1	visualization	visualization	NOUN
ajst-4121	106	2	analysis	analysis	NOUN
ajst-4121	106	3	and	and	CCONJ
ajst-4121	106	4	optimization	optimization	NOUN
ajst-4121	106	5	of	of	ADP
ajst-4121	106	6	passenger	passenger	NOUN
ajst-4121	106	7	flow	flow	NOUN
ajst-4121	106	8	data	datum	NOUN
ajst-4121	106	9	of	of	ADP
ajst-4121	106	10	urban	urban	ADJ
ajst-4121	106	11	rail	rail	NOUN
ajst-4121	106	12	transit	transit	NOUN
ajst-4121	106	13	section	section	NOUN
ajst-4121	106	14	.	.	PUNCT
ajst-4121	107	1	urban	urban	ADJ
ajst-4121	107	2	rail	rail	NOUN
ajst-4121	107	3	transit	transit	NOUN
ajst-4121	107	4	research	research	NOUN
ajst-4121	107	5	,	,	PUNCT
ajst-4121	107	6	20(1	20(1	NUM
ajst-4121	107	7	)	)	PUNCT
ajst-4121	107	8	,	,	PUNCT
ajst-4121	107	9	6	6	NUM
ajst-4121	107	10	.	.	PUNCT
ajst-4121	108	1	[	[	X
ajst-4121	108	2	8	8	NUM
ajst-4121	108	3	]	]	X
ajst-4121	108	4	liu	liu	PROPN
ajst-4121	108	5	zhuo	zhuo	PROPN
ajst-4121	108	6	,	,	PUNCT
ajst-4121	108	7	chen	chen	PROPN
ajst-4121	108	8	yanyan	yanyan	PROPN
ajst-4121	108	9	,	,	PUNCT
ajst-4121	108	10	yao	yao	PROPN
ajst-4121	108	11	lu	lu	PROPN
ajst-4121	108	12	,	,	PUNCT
ajst-4121	108	13	sun	sun	PROPN
ajst-4121	108	14	haodong,&he	haodong,&he	PROPN
ajst-4121	108	15	jia	jia	PROPN
ajst-4121	108	16	.	.	PROPN
ajst-4121	108	17	(	(	PUNCT
ajst-4121	108	18	2020	2020	NUM
ajst-4121	108	19	)	)	PUNCT
ajst-4121	108	20	.	.	PUNCT
ajst-4121	109	1	spatial	spatial	ADJ
ajst-4121	109	2	-	-	PUNCT
ajst-4121	109	3	temporal	temporal	ADJ
ajst-4121	109	4	big	big	ADJ
ajst-4121	109	5	data	data	NOUN
ajst-4121	109	6	-	-	PUNCT
ajst-4121	109	7	driven	drive	VERB
ajst-4121	109	8	decision	decision	NOUN
ajst-4121	109	9	support	support	NOUN
ajst-4121	109	10	framework	framework	NOUN
ajst-4121	109	11	for	for	ADP
ajst-4121	109	12	new	new	ADJ
ajst-4121	109	13	smart	smart	ADJ
ajst-4121	109	14	city	city	NOUN
ajst-4121	109	15	transportation	transportation	NOUN
ajst-4121	109	16	planning	planning	NOUN
ajst-4121	109	17	.	.	PUNCT
ajst-4121	110	1	geographic	geographic	ADJ
ajst-4121	110	2	information	information	NOUN
ajst-4121	110	3	world	world	NOUN
ajst-4121	110	4	,	,	PUNCT
ajst-4121	110	5	2020(3	2020(3	NUM
ajst-4121	110	6	)	)	PUNCT
ajst-4121	110	7	,	,	PUNCT
ajst-4121	110	8	1	1	NUM
ajst-4121	110	9	-	-	SYM
ajst-4121	110	10	7	7	NUM
ajst-4121	110	11	.	.	PUNCT
ajst-4121	111	1	[	[	X
ajst-4121	111	2	9	9	NUM
ajst-4121	111	3	]	]	X
ajst-4121	111	4	luan	luan	PROPN
ajst-4121	111	5	xiali	xiali	PROPN
ajst-4121	111	6	,	,	PUNCT
ajst-4121	111	7	wei	wei	PROPN
ajst-4121	111	8	sheng	sheng	PROPN
ajst-4121	111	9	,	,	PUNCT
ajst-4121	111	10	han	han	PROPN
ajst-4121	111	11	shanrui	shanrui	PROPN
ajst-4121	111	12	,	,	PUNCT
ajst-4121	111	13	li	li	PROPN
ajst-4121	111	14	xiaoting	xiaoting	PROPN
ajst-4121	111	15	,	,	PUNCT
ajst-4121	111	16	yang	yang	PROPN
ajst-4121	111	17	wenyu,&liu	wenyu,&liu	PROPN
ajst-4121	111	18	maosong	maosong	PROPN
ajst-4121	111	19	et	et	PROPN
ajst-4121	111	20	al	al	PROPN
ajst-4121	111	21	.	.	PROPN
ajst-4121	111	22	(	(	PUNCT
ajst-4121	111	23	2018	2018	NUM
ajst-4121	111	24	)	)	PUNCT
ajst-4121	111	25	.	.	PUNCT
ajst-4121	112	1	multi	multi	ADJ
ajst-4121	112	2	-	-	ADJ
ajst-4121	112	3	scale	scale	ADJ
ajst-4121	112	4	study	study	NOUN
ajst-4121	112	5	on	on	ADP
ajst-4121	112	6	the	the	DET
ajst-4121	112	7	formation	formation	NOUN
ajst-4121	112	8	mechanism	mechanism	NOUN
ajst-4121	112	9	and	and	CCONJ
ajst-4121	112	10	dominant	dominant	ADJ
ajst-4121	112	11	factors	factor	NOUN
ajst-4121	112	12	of	of	ADP
ajst-4121	112	13	thermal	thermal	ADJ
ajst-4121	112	14	field	field	NOUN
ajst-4121	112	15	pattern	pattern	NOUN
ajst-4121	112	16	based	base	VERB
ajst-4121	112	17	on	on	ADP
ajst-4121	112	18	urban	urban	ADJ
ajst-4121	112	19	big	big	ADJ
ajst-4121	112	20	data	datum	NOUN
ajst-4121	112	21	.	.	PUNCT
ajst-4121	113	1	journal	journal	PROPN
ajst-4121	113	2	of	of	ADP
ajst-4121	113	3	applied	apply	VERB
ajst-4121	113	4	ecology	ecology	NOUN
ajst-4121	113	5	,	,	PUNCT
ajst-4121	113	6	029(009	029(009	NUM
ajst-4121	113	7	)	)	PUNCT
ajst-4121	113	8	,	,	PUNCT
ajst-4121	113	9	2861	2861	NUM
ajst-4121	113	10	-	-	SYM
ajst-4121	113	11	2868	2868	NUM
ajst-4121	113	12	.	.	PUNCT
ajst-4121	114	1	[	[	X
ajst-4121	114	2	10	10	NUM
ajst-4121	114	3	]	]	X
ajst-4121	114	4	zhou	zhou	PROPN
ajst-4121	114	5	tao	tao	PROPN
ajst-4121	114	6	,	,	PUNCT
ajst-4121	114	7	zhang	zhang	PROPN
ajst-4121	114	8	jiansong,&dai	jiansong,&dai	PROPN
ajst-4121	115	1	xuhao	xuhao	PROPN
ajst-4121	115	2	.	.	PUNCT
ajst-4121	116	1	(	(	PUNCT
ajst-4121	116	2	2016	2016	NUM
ajst-4121	116	3	)	)	PUNCT
ajst-4121	116	4	.	.	PUNCT
ajst-4121	117	1	urban	urban	ADJ
ajst-4121	117	2	transportation	transportation	PROPN
ajst-4121	117	3	planning	planning	NOUN
ajst-4121	117	4	and	and	CCONJ
ajst-4121	117	5	management	management	NOUN
ajst-4121	117	6	under	under	ADP
ajst-4121	117	7	the	the	DET
ajst-4121	117	8	big	big	ADJ
ajst-4121	117	9	data	data	PROPN
ajst-4121	117	10	environment	environment	NOUN
ajst-4121	117	11	-	-	PUNCT
ajst-4121	117	12	selected	select	VERB
ajst-4121	117	13	discussions	discussion	NOUN
ajst-4121	117	14	of	of	ADP
ajst-4121	117	15	the	the	DET
ajst-4121	117	16	12th	12th	ADJ
ajst-4121	117	17	symposium	symposium	NOUN
ajst-4121	117	18	of	of	ADP
ajst-4121	117	19	china	china	PROPN
ajst-4121	117	20	urban	urban	PROPN
ajst-4121	117	21	transportation	transportation	PROPN
ajst-4121	117	22	development	development	PROPN
ajst-4121	117	23	forum	forum	PROPN
ajst-4121	117	24	.	.	PUNCT
ajst-4121	118	1	urban	urban	ADJ
ajst-4121	118	2	transportation	transportation	PROPN
ajst-4121	118	3	,	,	PUNCT
ajst-4121	118	4	14(6	14(6	NOUN
ajst-4121	118	5	)	)	PUNCT
ajst-4121	118	6	,	,	PUNCT
ajst-4121	118	7	9	9	X
ajst-4121	118	8	.	.	PUNCT