id	sid	tid	token	lemma	pos
fbem-17287	1	1	frontiers	frontier	NOUN
fbem-17287	1	2	in	in	ADP
fbem-17287	1	3	business	business	NOUN
fbem-17287	1	4	,	,	PUNCT
fbem-17287	1	5	economics	economic	NOUN
fbem-17287	1	6	and	and	CCONJ
fbem-17287	1	7	management	management	NOUN
fbem-17287	1	8	issn	issn	PROPN
fbem-17287	1	9	:	:	PUNCT
fbem-17287	1	10	2766	2766	NUM
fbem-17287	1	11	-	-	PUNCT
fbem-17287	1	12	824x	824x	NUM
fbem-17287	1	13	|	|	ADJ
fbem-17287	1	14	vol	vol	NOUN
fbem-17287	1	15	.	.	PROPN
fbem-17287	1	16	13	13	NUM
fbem-17287	1	17	,	,	PUNCT
fbem-17287	1	18	no	no	INTJ
fbem-17287	1	19	.	.	NOUN
fbem-17287	1	20	2	2	NUM
fbem-17287	1	21	,	,	PUNCT
fbem-17287	1	22	2024	2024	NUM
fbem-17287	1	23	93	93	NUM
fbem-17287	1	24	the	the	DET
fbem-17287	1	25	current	current	ADJ
fbem-17287	1	26	development	development	NOUN
fbem-17287	1	27	and	and	CCONJ
fbem-17287	1	28	optimization	optimization	NOUN
fbem-17287	1	29	of	of	ADP
fbem-17287	1	30	smart	smart	ADJ
fbem-17287	1	31	public	public	ADJ
fbem-17287	1	32	transportation	transportation	NOUN
fbem-17287	1	33	in	in	ADP
fbem-17287	1	34	taiyuan	taiyuan	PROPN
fbem-17287	1	35	city	city	PROPN
fbem-17287	1	36	xintong	xintong	PROPN
fbem-17287	2	1	zhang	zhang	PROPN
fbem-17287	2	2	school	school	PROPN
fbem-17287	2	3	of	of	ADP
fbem-17287	2	4	management	management	NOUN
fbem-17287	2	5	professional	professional	ADJ
fbem-17287	2	6	degree	degree	NOUN
fbem-17287	2	7	education	education	NOUN
fbem-17287	2	8	centre	centre	NOUN
fbem-17287	2	9	,	,	PUNCT
fbem-17287	2	10	university	university	NOUN
fbem-17287	2	11	of	of	ADP
fbem-17287	2	12	shanghai	shanghai	PROPN
fbem-17287	2	13	for	for	ADP
fbem-17287	2	14	science	science	NOUN
fbem-17287	2	15	and	and	CCONJ
fbem-17287	2	16	technology	technology	NOUN
fbem-17287	2	17	,	,	PUNCT
fbem-17287	2	18	china	china	PROPN
fbem-17287	2	19	abstract	abstract	NOUN
fbem-17287	2	20	:	:	PUNCT
fbem-17287	2	21	"	"	PUNCT
fbem-17287	2	22	with	with	ADP
fbem-17287	2	23	the	the	DET
fbem-17287	2	24	development	development	NOUN
fbem-17287	2	25	of	of	ADP
fbem-17287	2	26	technology	technology	NOUN
fbem-17287	2	27	and	and	CCONJ
fbem-17287	2	28	the	the	DET
fbem-17287	2	29	smartification	smartification	NOUN
fbem-17287	2	30	of	of	ADP
fbem-17287	2	31	cities	city	NOUN
fbem-17287	2	32	,	,	PUNCT
fbem-17287	2	33	the	the	DET
fbem-17287	2	34	urbanization	urbanization	NOUN
fbem-17287	2	35	process	process	NOUN
fbem-17287	2	36	is	be	AUX
fbem-17287	2	37	accelerating	accelerate	VERB
fbem-17287	2	38	rapidly	rapidly	ADV
fbem-17287	2	39	.	.	PUNCT
fbem-17287	3	1	the	the	DET
fbem-17287	3	2	population	population	NOUN
fbem-17287	3	3	and	and	CCONJ
fbem-17287	3	4	the	the	DET
fbem-17287	3	5	number	number	NOUN
fbem-17287	3	6	of	of	ADP
fbem-17287	3	7	motor	motor	NOUN
fbem-17287	3	8	vehicles	vehicle	NOUN
fbem-17287	3	9	in	in	ADP
fbem-17287	3	10	cities	city	NOUN
fbem-17287	3	11	are	be	AUX
fbem-17287	3	12	increasing	increase	VERB
fbem-17287	3	13	rapidly	rapidly	ADV
fbem-17287	3	14	,	,	PUNCT
fbem-17287	3	15	leading	lead	VERB
fbem-17287	3	16	to	to	ADP
fbem-17287	3	17	evident	evident	ADJ
fbem-17287	3	18	issues	issue	NOUN
fbem-17287	3	19	such	such	ADJ
fbem-17287	3	20	as	as	ADP
fbem-17287	3	21	traffic	traffic	NOUN
fbem-17287	3	22	congestion	congestion	NOUN
fbem-17287	3	23	and	and	CCONJ
fbem-17287	3	24	air	air	NOUN
fbem-17287	3	25	pollution	pollution	NOUN
fbem-17287	3	26	.	.	PUNCT
fbem-17287	4	1	smart	smart	ADJ
fbem-17287	4	2	public	public	ADJ
fbem-17287	4	3	transportation	transportation	NOUN
fbem-17287	4	4	,	,	PUNCT
fbem-17287	4	5	as	as	ADP
fbem-17287	4	6	an	an	DET
fbem-17287	4	7	integral	integral	ADJ
fbem-17287	4	8	component	component	NOUN
fbem-17287	4	9	of	of	ADP
fbem-17287	4	10	smart	smart	ADJ
fbem-17287	4	11	cities	city	NOUN
fbem-17287	4	12	,	,	PUNCT
fbem-17287	4	13	can	can	AUX
fbem-17287	4	14	reduce	reduce	VERB
fbem-17287	4	15	passengers	passenger	NOUN
fbem-17287	4	16	'	'	PART
fbem-17287	4	17	travel	travel	NOUN
fbem-17287	4	18	costs	cost	NOUN
fbem-17287	4	19	,	,	PUNCT
fbem-17287	4	20	improve	improve	VERB
fbem-17287	4	21	travel	travel	NOUN
fbem-17287	4	22	efficiency	efficiency	NOUN
fbem-17287	4	23	to	to	ADP
fbem-17287	4	24	some	some	DET
fbem-17287	4	25	extent	extent	NOUN
fbem-17287	4	26	,	,	PUNCT
fbem-17287	4	27	and	and	CCONJ
fbem-17287	4	28	provide	provide	VERB
fbem-17287	4	29	big	big	ADJ
fbem-17287	4	30	data	datum	NOUN
fbem-17287	4	31	support	support	NOUN
fbem-17287	4	32	for	for	ADP
fbem-17287	4	33	the	the	DET
fbem-17287	4	34	development	development	NOUN
fbem-17287	4	35	of	of	ADP
fbem-17287	4	36	smart	smart	ADJ
fbem-17287	4	37	transportation	transportation	NOUN
fbem-17287	4	38	and	and	CCONJ
fbem-17287	4	39	even	even	ADV
fbem-17287	4	40	smart	smart	ADJ
fbem-17287	4	41	cities	city	NOUN
fbem-17287	4	42	.	.	PUNCT
fbem-17287	5	1	it	it	PRON
fbem-17287	5	2	is	be	AUX
fbem-17287	5	3	a	a	DET
fbem-17287	5	4	cost	cost	NOUN
fbem-17287	5	5	-	-	PUNCT
fbem-17287	5	6	effective	effective	ADJ
fbem-17287	5	7	,	,	PUNCT
fbem-17287	5	8	convenient	convenient	ADJ
fbem-17287	5	9	,	,	PUNCT
fbem-17287	5	10	and	and	CCONJ
fbem-17287	5	11	environmentally	environmentally	ADV
fbem-17287	5	12	friendly	friendly	ADJ
fbem-17287	5	13	mode	mode	NOUN
fbem-17287	5	14	of	of	ADP
fbem-17287	5	15	transportation.this	transportation.this	NUM
fbem-17287	5	16	article	article	NOUN
fbem-17287	5	17	first	first	ADV
fbem-17287	5	18	analyzes	analyze	VERB
fbem-17287	5	19	the	the	DET
fbem-17287	5	20	current	current	ADJ
fbem-17287	5	21	situation	situation	NOUN
fbem-17287	5	22	of	of	ADP
fbem-17287	5	23	smart	smart	ADJ
fbem-17287	5	24	public	public	ADJ
fbem-17287	5	25	transportation	transportation	NOUN
fbem-17287	5	26	in	in	ADP
fbem-17287	5	27	taiyuan	taiyuan	PROPN
fbem-17287	5	28	city	city	PROPN
fbem-17287	5	29	.	.	PUNCT
fbem-17287	6	1	it	it	PRON
fbem-17287	6	2	points	point	VERB
fbem-17287	6	3	out	out	ADP
fbem-17287	6	4	issues	issue	NOUN
fbem-17287	6	5	such	such	ADJ
fbem-17287	6	6	as	as	ADP
fbem-17287	6	7	uneven	uneven	ADJ
fbem-17287	6	8	allocation	allocation	NOUN
fbem-17287	6	9	of	of	ADP
fbem-17287	6	10	public	public	ADJ
fbem-17287	6	11	transportation	transportation	NOUN
fbem-17287	6	12	resources	resource	NOUN
fbem-17287	6	13	,	,	PUNCT
fbem-17287	6	14	prolonged	prolonged	ADJ
fbem-17287	6	15	travel	travel	NOUN
fbem-17287	6	16	times	time	NOUN
fbem-17287	6	17	for	for	ADP
fbem-17287	6	18	passengers	passenger	NOUN
fbem-17287	6	19	using	use	VERB
fbem-17287	6	20	public	public	ADJ
fbem-17287	6	21	transportation	transportation	NOUN
fbem-17287	6	22	,	,	PUNCT
fbem-17287	6	23	and	and	CCONJ
fbem-17287	6	24	overcrowding	overcrowd	VERB
fbem-17287	6	25	during	during	ADP
fbem-17287	6	26	peak	peak	ADJ
fbem-17287	6	27	hours	hour	NOUN
fbem-17287	6	28	.	.	PUNCT
fbem-17287	7	1	drawing	draw	VERB
fbem-17287	7	2	on	on	ADP
fbem-17287	7	3	the	the	DET
fbem-17287	7	4	development	development	NOUN
fbem-17287	7	5	experiences	experience	NOUN
fbem-17287	7	6	of	of	ADP
fbem-17287	7	7	smart	smart	ADJ
fbem-17287	7	8	public	public	ADJ
fbem-17287	7	9	transportation	transportation	NOUN
fbem-17287	7	10	in	in	ADP
fbem-17287	7	11	cities	city	NOUN
fbem-17287	7	12	both	both	CCONJ
fbem-17287	7	13	domestically	domestically	ADV
fbem-17287	7	14	and	and	CCONJ
fbem-17287	7	15	internationally	internationally	ADV
fbem-17287	7	16	,	,	PUNCT
fbem-17287	7	17	the	the	DET
fbem-17287	7	18	article	article	NOUN
fbem-17287	7	19	proposes	propose	VERB
fbem-17287	7	20	optimization	optimization	NOUN
fbem-17287	7	21	suggestions	suggestion	NOUN
fbem-17287	7	22	for	for	ADP
fbem-17287	7	23	the	the	DET
fbem-17287	7	24	current	current	ADJ
fbem-17287	7	25	state	state	NOUN
fbem-17287	7	26	of	of	ADP
fbem-17287	7	27	smart	smart	ADJ
fbem-17287	7	28	public	public	ADJ
fbem-17287	7	29	transportation	transportation	NOUN
fbem-17287	7	30	in	in	ADP
fbem-17287	7	31	taiyuan	taiyuan	PROPN
fbem-17287	7	32	.	.	PUNCT
fbem-17287	8	1	these	these	PRON
fbem-17287	8	2	include	include	VERB
fbem-17287	8	3	refined	refined	ADJ
fbem-17287	8	4	management	management	NOUN
fbem-17287	8	5	of	of	ADP
fbem-17287	8	6	public	public	ADJ
fbem-17287	8	7	transportation	transportation	NOUN
fbem-17287	8	8	,	,	PUNCT
fbem-17287	8	9	skip	skip	NOUN
fbem-17287	8	10	-	-	PUNCT
fbem-17287	8	11	stop	stop	NOUN
fbem-17287	8	12	operations	operation	NOUN
fbem-17287	8	13	,	,	PUNCT
fbem-17287	8	14	smart	smart	ADJ
fbem-17287	8	15	resource	resource	NOUN
fbem-17287	8	16	allocation	allocation	NOUN
fbem-17287	8	17	,	,	PUNCT
fbem-17287	8	18	and	and	CCONJ
fbem-17287	8	19	improvement	improvement	NOUN
fbem-17287	8	20	of	of	ADP
fbem-17287	8	21	infrastructure	infrastructure	NOUN
fbem-17287	8	22	construction	construction	NOUN
fbem-17287	8	23	.	.	PUNCT
fbem-17287	9	1	the	the	DET
fbem-17287	9	2	aim	aim	NOUN
fbem-17287	9	3	is	be	AUX
fbem-17287	9	4	to	to	PART
fbem-17287	9	5	provide	provide	VERB
fbem-17287	9	6	theoretical	theoretical	ADJ
fbem-17287	9	7	guidance	guidance	NOUN
fbem-17287	9	8	for	for	ADP
fbem-17287	9	9	the	the	DET
fbem-17287	9	10	optimization	optimization	NOUN
fbem-17287	9	11	and	and	CCONJ
fbem-17287	9	12	improvement	improvement	NOUN
fbem-17287	9	13	of	of	ADP
fbem-17287	9	14	smart	smart	ADJ
fbem-17287	9	15	public	public	ADJ
fbem-17287	9	16	transportation	transportation	NOUN
fbem-17287	9	17	in	in	ADP
fbem-17287	9	18	taiyuan	taiyuan	NOUN
fbem-17287	9	19	,	,	PUNCT
fbem-17287	9	20	enabling	enable	VERB
fbem-17287	9	21	more	more	ADV
fbem-17287	9	22	efficient	efficient	ADJ
fbem-17287	9	23	development	development	NOUN
fbem-17287	9	24	of	of	ADP
fbem-17287	9	25	'	'	PUNCT
fbem-17287	9	26	smart	smart	ADJ
fbem-17287	9	27	public	public	ADJ
fbem-17287	9	28	transportation	transportation	NOUN
fbem-17287	9	29	'	'	PUNCT
fbem-17287	9	30	in	in	ADP
fbem-17287	9	31	the	the	DET
fbem-17287	9	32	city	city	NOUN
fbem-17287	9	33	.	.	PUNCT
fbem-17287	9	34	"	"	PUNCT
fbem-17287	9	35	.	.	PUNCT
fbem-17287	10	1	keywords	keyword	NOUN
fbem-17287	10	2	:	:	PUNCT
fbem-17287	10	3	traffic	traffic	NOUN
fbem-17287	10	4	congestion	congestion	NOUN
fbem-17287	10	5	;	;	PUNCT
fbem-17287	10	6	smart	smart	ADJ
fbem-17287	10	7	public	public	ADJ
fbem-17287	10	8	transportation	transportation	NOUN
fbem-17287	10	9	;	;	PUNCT
fbem-17287	10	10	skip	skip	VERB
fbem-17287	10	11	-	-	PUNCT
fbem-17287	10	12	stop	stop	NOUN
fbem-17287	10	13	operation	operation	NOUN
fbem-17287	10	14	.	.	PUNCT
fbem-17287	11	1	1	1	X
fbem-17287	11	2	.	.	X
fbem-17287	11	3	introduction	introduction	NOUN
fbem-17287	11	4	public	public	ADJ
fbem-17287	11	5	transportation	transportation	NOUN
fbem-17287	11	6	has	have	VERB
fbem-17287	11	7	numerous	numerous	ADJ
fbem-17287	11	8	advantages	advantage	NOUN
fbem-17287	11	9	compared	compare	VERB
fbem-17287	11	10	to	to	ADP
fbem-17287	11	11	private	private	ADJ
fbem-17287	11	12	cars	car	NOUN
fbem-17287	11	13	,	,	PUNCT
fbem-17287	11	14	such	such	ADJ
fbem-17287	11	15	as	as	ADP
fbem-17287	11	16	lower	low	ADJ
fbem-17287	11	17	per	per	ADP
fbem-17287	11	18	capita	capita	NOUN
fbem-17287	11	19	expenses	expense	NOUN
fbem-17287	11	20	,	,	PUNCT
fbem-17287	11	21	significantly	significantly	ADV
fbem-17287	11	22	higher	high	ADJ
fbem-17287	11	23	passenger	passenger	NOUN
fbem-17287	11	24	capacity	capacity	NOUN
fbem-17287	11	25	,	,	PUNCT
fbem-17287	11	26	minimal	minimal	ADJ
fbem-17287	11	27	utilization	utilization	NOUN
fbem-17287	11	28	of	of	ADP
fbem-17287	11	29	public	public	ADJ
fbem-17287	11	30	roads	road	NOUN
fbem-17287	11	31	,	,	PUNCT
fbem-17287	11	32	and	and	CCONJ
fbem-17287	11	33	energy	energy	NOUN
fbem-17287	11	34	conservation	conservation	NOUN
fbem-17287	11	35	.	.	PUNCT
fbem-17287	12	1	according	accord	VERB
fbem-17287	12	2	to	to	ADP
fbem-17287	12	3	relevant	relevant	ADJ
fbem-17287	12	4	statistics	statistic	NOUN
fbem-17287	12	5	,	,	PUNCT
fbem-17287	12	6	the	the	DET
fbem-17287	12	7	passenger	passenger	NOUN
fbem-17287	12	8	capacity	capacity	NOUN
fbem-17287	12	9	of	of	ADP
fbem-17287	12	10	buses	bus	NOUN
fbem-17287	12	11	in	in	ADP
fbem-17287	12	12	urban	urban	ADJ
fbem-17287	12	13	areas	area	NOUN
fbem-17287	12	14	is	be	AUX
fbem-17287	12	15	approximately	approximately	ADV
fbem-17287	12	16	20	20	NUM
fbem-17287	12	17	times	time	NOUN
fbem-17287	12	18	that	that	DET
fbem-17287	12	19	of	of	ADP
fbem-17287	12	20	cars	car	NOUN
fbem-17287	12	21	,	,	PUNCT
fbem-17287	12	22	with	with	ADP
fbem-17287	12	23	around	around	ADP
fbem-17287	12	24	70	70	NUM
fbem-17287	12	25	%	%	NOUN
fbem-17287	12	26	of	of	ADP
fbem-17287	12	27	residents	resident	NOUN
fbem-17287	12	28	willing	willing	ADJ
fbem-17287	12	29	to	to	PART
fbem-17287	12	30	use	use	VERB
fbem-17287	12	31	public	public	ADJ
fbem-17287	12	32	transportation	transportation	NOUN
fbem-17287	12	33	.	.	PUNCT
fbem-17287	13	1	however	however	ADV
fbem-17287	13	2	,	,	PUNCT
fbem-17287	13	3	during	during	ADP
fbem-17287	13	4	the	the	DET
fbem-17287	13	5	normal	normal	ADJ
fbem-17287	13	6	operation	operation	NOUN
fbem-17287	13	7	of	of	ADP
fbem-17287	13	8	buses	bus	NOUN
fbem-17287	13	9	,	,	PUNCT
fbem-17287	13	10	there	there	PRON
fbem-17287	13	11	are	be	VERB
fbem-17287	13	12	many	many	ADJ
fbem-17287	13	13	factors	factor	NOUN
fbem-17287	13	14	that	that	PRON
fbem-17287	13	15	can	can	AUX
fbem-17287	13	16	impact	impact	VERB
fbem-17287	13	17	their	their	PRON
fbem-17287	13	18	regular	regular	ADJ
fbem-17287	13	19	functioning	functioning	NOUN
fbem-17287	13	20	,	,	PUNCT
fbem-17287	13	21	including	include	VERB
fbem-17287	13	22	road	road	NOUN
fbem-17287	13	23	congestion	congestion	NOUN
fbem-17287	13	24	,	,	PUNCT
fbem-17287	13	25	weather	weather	NOUN
fbem-17287	13	26	changes	change	NOUN
fbem-17287	13	27	,	,	PUNCT
fbem-17287	13	28	traffic	traffic	NOUN
fbem-17287	13	29	accidents	accident	NOUN
fbem-17287	13	30	,	,	PUNCT
fbem-17287	13	31	and	and	CCONJ
fbem-17287	13	32	signal	signal	VERB
fbem-17287	13	33	light	light	ADJ
fbem-17287	13	34	delays	delay	NOUN
fbem-17287	13	35	at	at	ADP
fbem-17287	13	36	intersections	intersection	NOUN
fbem-17287	13	37	,	,	PUNCT
fbem-17287	13	38	all	all	PRON
fbem-17287	13	39	of	of	ADP
fbem-17287	13	40	which	which	PRON
fbem-17287	13	41	can	can	AUX
fbem-17287	13	42	have	have	VERB
fbem-17287	13	43	varying	vary	VERB
fbem-17287	13	44	degrees	degree	NOUN
fbem-17287	13	45	of	of	ADP
fbem-17287	13	46	influence	influence	NOUN
fbem-17287	13	47	on	on	ADP
fbem-17287	13	48	bus	bus	NOUN
fbem-17287	13	49	travel	travel	NOUN
fbem-17287	13	50	.	.	PUNCT
fbem-17287	14	1	currently	currently	ADV
fbem-17287	14	2	,	,	PUNCT
fbem-17287	14	3	challenges	challenge	NOUN
fbem-17287	14	4	in	in	ADP
fbem-17287	14	5	bus	bus	NOUN
fbem-17287	14	6	operations	operation	NOUN
fbem-17287	14	7	include	include	VERB
fbem-17287	14	8	passenger	passenger	NOUN
fbem-17287	14	9	congestion	congestion	NOUN
fbem-17287	14	10	,	,	PUNCT
fbem-17287	14	11	difficulties	difficulty	NOUN
fbem-17287	14	12	in	in	ADP
fbem-17287	14	13	accessing	access	VERB
fbem-17287	14	14	bus	bus	NOUN
fbem-17287	14	15	information	information	NOUN
fbem-17287	14	16	during	during	ADP
fbem-17287	14	17	specific	specific	ADJ
fbem-17287	14	18	weather	weather	NOUN
fbem-17287	14	19	conditions	condition	NOUN
fbem-17287	14	20	,	,	PUNCT
fbem-17287	14	21	delayed	delay	VERB
fbem-17287	14	22	updates	update	NOUN
fbem-17287	14	23	in	in	ADP
fbem-17287	14	24	bus	bus	NOUN
fbem-17287	14	25	big	big	ADJ
fbem-17287	14	26	data	datum	NOUN
fbem-17287	14	27	information	information	NOUN
fbem-17287	14	28	,	,	PUNCT
fbem-17287	14	29	and	and	CCONJ
fbem-17287	14	30	substantial	substantial	ADJ
fbem-17287	14	31	cost	cost	NOUN
fbem-17287	14	32	consumption	consumption	NOUN
fbem-17287	14	33	,	,	PUNCT
fbem-17287	14	34	all	all	PRON
fbem-17287	14	35	of	of	ADP
fbem-17287	14	36	which	which	PRON
fbem-17287	14	37	urgently	urgently	ADV
fbem-17287	14	38	require	require	VERB
fbem-17287	14	39	improvement	improvement	NOUN
fbem-17287	14	40	.	.	PUNCT
fbem-17287	15	1	in	in	ADP
fbem-17287	15	2	the	the	DET
fbem-17287	15	3	process	process	NOUN
fbem-17287	15	4	of	of	ADP
fbem-17287	15	5	urbanization	urbanization	NOUN
fbem-17287	15	6	,	,	PUNCT
fbem-17287	15	7	there	there	PRON
fbem-17287	15	8	is	be	VERB
fbem-17287	15	9	an	an	DET
fbem-17287	15	10	inevitable	inevitable	ADJ
fbem-17287	15	11	increase	increase	NOUN
fbem-17287	15	12	in	in	ADP
fbem-17287	15	13	carbon	carbon	NOUN
fbem-17287	15	14	emissions	emission	NOUN
fbem-17287	15	15	and	and	CCONJ
fbem-17287	15	16	traffic	traffic	NOUN
fbem-17287	15	17	congestion	congestion	NOUN
fbem-17287	15	18	in	in	ADP
fbem-17287	15	19	cities	city	NOUN
fbem-17287	15	20	.	.	PUNCT
fbem-17287	16	1	therefore	therefore	ADV
fbem-17287	16	2	,	,	PUNCT
fbem-17287	16	3	the	the	DET
fbem-17287	16	4	smartification	smartification	NOUN
fbem-17287	16	5	of	of	ADP
fbem-17287	16	6	lowcarbon	lowcarbon	NOUN
fbem-17287	16	7	travel	travel	NOUN
fbem-17287	16	8	not	not	PART
fbem-17287	16	9	only	only	ADV
fbem-17287	16	10	alleviates	alleviate	VERB
fbem-17287	16	11	issues	issue	NOUN
fbem-17287	16	12	like	like	ADP
fbem-17287	16	13	traffic	traffic	NOUN
fbem-17287	16	14	congestion	congestion	NOUN
fbem-17287	16	15	associated	associate	VERB
fbem-17287	16	16	with	with	ADP
fbem-17287	16	17	urbanization	urbanization	NOUN
fbem-17287	16	18	but	but	CCONJ
fbem-17287	16	19	also	also	ADV
fbem-17287	16	20	significantly	significantly	ADV
fbem-17287	16	21	enhances	enhance	VERB
fbem-17287	16	22	the	the	DET
fbem-17287	16	23	well	well	ADV
fbem-17287	16	24	-	-	PUNCT
fbem-17287	16	25	being	being	NOUN
fbem-17287	16	26	of	of	ADP
fbem-17287	16	27	citizens	citizen	NOUN
fbem-17287	16	28	in	in	ADP
fbem-17287	16	29	their	their	PRON
fbem-17287	16	30	daily	daily	ADJ
fbem-17287	16	31	travels	travel	NOUN
fbem-17287	16	32	.	.	PUNCT
fbem-17287	17	1	furthermore	furthermore	ADV
fbem-17287	17	2	,	,	PUNCT
fbem-17287	17	3	taiyuan	taiyuan	ADJ
fbem-17287	17	4	city	city	NOUN
fbem-17287	17	5	became	become	VERB
fbem-17287	17	6	one	one	NUM
fbem-17287	17	7	of	of	ADP
fbem-17287	17	8	the	the	DET
fbem-17287	17	9	first	first	ADJ
fbem-17287	17	10	national	national	ADJ
fbem-17287	17	11	smart	smart	ADJ
fbem-17287	17	12	city	city	NOUN
fbem-17287	17	13	pilot	pilot	NOUN
fbem-17287	17	14	cities	city	NOUN
fbem-17287	17	15	in	in	ADP
fbem-17287	17	16	2013	2013	NUM
fbem-17287	17	17	,	,	PUNCT
fbem-17287	17	18	and	and	CCONJ
fbem-17287	17	19	the	the	DET
fbem-17287	17	20	development	development	NOUN
fbem-17287	17	21	of	of	ADP
fbem-17287	17	22	smart	smart	ADJ
fbem-17287	17	23	public	public	ADJ
fbem-17287	17	24	transportation	transportation	NOUN
fbem-17287	17	25	can	can	AUX
fbem-17287	17	26	contribute	contribute	VERB
fbem-17287	17	27	to	to	ADP
fbem-17287	17	28	enriching	enrich	VERB
fbem-17287	17	29	the	the	DET
fbem-17287	17	30	progress	progress	NOUN
fbem-17287	17	31	of	of	ADP
fbem-17287	17	32	smart	smart	ADJ
fbem-17287	17	33	cities	city	NOUN
fbem-17287	17	34	.	.	PUNCT
fbem-17287	18	1	so	so	ADV
fbem-17287	18	2	,	,	PUNCT
fbem-17287	18	3	what	what	PRON
fbem-17287	18	4	is	be	AUX
fbem-17287	18	5	the	the	DET
fbem-17287	18	6	current	current	ADJ
fbem-17287	18	7	status	status	NOUN
fbem-17287	18	8	of	of	ADP
fbem-17287	18	9	smart	smart	ADJ
fbem-17287	18	10	public	public	ADJ
fbem-17287	18	11	transportation	transportation	NOUN
fbem-17287	18	12	in	in	ADP
fbem-17287	18	13	taiyuan	taiyuan	PROPN
fbem-17287	18	14	city	city	PROPN
fbem-17287	18	15	?	?	PUNCT
fbem-17287	19	1	building	build	VERB
fbem-17287	19	2	upon	upon	SCONJ
fbem-17287	19	3	the	the	DET
fbem-17287	19	4	existing	exist	VERB
fbem-17287	19	5	situation	situation	NOUN
fbem-17287	19	6	,	,	PUNCT
fbem-17287	19	7	what	what	PRON
fbem-17287	19	8	are	be	AUX
fbem-17287	19	9	the	the	DET
fbem-17287	19	10	remaining	remain	VERB
fbem-17287	19	11	issues	issue	NOUN
fbem-17287	19	12	in	in	ADP
fbem-17287	19	13	the	the	DET
fbem-17287	19	14	development	development	NOUN
fbem-17287	19	15	of	of	ADP
fbem-17287	19	16	smart	smart	ADJ
fbem-17287	19	17	public	public	ADJ
fbem-17287	19	18	transportation	transportation	NOUN
fbem-17287	19	19	,	,	PUNCT
fbem-17287	19	20	and	and	CCONJ
fbem-17287	19	21	how	how	SCONJ
fbem-17287	19	22	can	can	AUX
fbem-17287	19	23	these	these	DET
fbem-17287	19	24	issues	issue	NOUN
fbem-17287	19	25	be	be	AUX
fbem-17287	19	26	specifically	specifically	ADV
fbem-17287	19	27	addressed	address	VERB
fbem-17287	19	28	?	?	PUNCT
fbem-17287	20	1	this	this	DET
fbem-17287	20	2	paper	paper	NOUN
fbem-17287	20	3	will	will	AUX
fbem-17287	20	4	explore	explore	VERB
fbem-17287	20	5	the	the	DET
fbem-17287	20	6	aforementioned	aforementioned	ADJ
fbem-17287	20	7	questions	question	NOUN
fbem-17287	20	8	.	.	PUNCT
fbem-17287	21	1	2	2	X
fbem-17287	21	2	.	.	X
fbem-17287	21	3	literature	literature	NOUN
fbem-17287	21	4	review	review	VERB
fbem-17287	21	5	some	some	DET
fbem-17287	21	6	scholars	scholar	NOUN
fbem-17287	21	7	have	have	AUX
fbem-17287	21	8	played	play	VERB
fbem-17287	21	9	a	a	DET
fbem-17287	21	10	significant	significant	ADJ
fbem-17287	21	11	role	role	NOUN
fbem-17287	21	12	in	in	ADP
fbem-17287	21	13	advancing	advance	VERB
fbem-17287	21	14	the	the	DET
fbem-17287	21	15	development	development	NOUN
fbem-17287	21	16	of	of	ADP
fbem-17287	21	17	smart	smart	ADJ
fbem-17287	21	18	public	public	ADJ
fbem-17287	21	19	transportation	transportation	NOUN
fbem-17287	21	20	through	through	ADP
fbem-17287	21	21	the	the	DET
fbem-17287	21	22	application	application	NOUN
fbem-17287	21	23	of	of	ADP
fbem-17287	21	24	big	big	ADJ
fbem-17287	21	25	data	datum	NOUN
fbem-17287	21	26	and	and	CCONJ
fbem-17287	21	27	gps	gps	PROPN
fbem-17287	21	28	technology	technology	NOUN
fbem-17287	21	29	.	.	PUNCT
fbem-17287	22	1	modern	modern	ADJ
fbem-17287	22	2	information	information	NOUN
fbem-17287	22	3	technology	technology	NOUN
fbem-17287	22	4	provides	provide	VERB
fbem-17287	22	5	more	more	ADV
fbem-17287	22	6	accurate	accurate	ADJ
fbem-17287	22	7	information	information	NOUN
fbem-17287	22	8	on	on	ADP
fbem-17287	22	9	aspects	aspect	NOUN
fbem-17287	22	10	such	such	ADJ
fbem-17287	22	11	as	as	ADP
fbem-17287	22	12	location	location	NOUN
fbem-17287	22	13	,	,	PUNCT
fbem-17287	22	14	scheduling	scheduling	NOUN
fbem-17287	22	15	,	,	PUNCT
fbem-17287	22	16	and	and	CCONJ
fbem-17287	22	17	passenger	passenger	NOUN
fbem-17287	22	18	travel	travel	NOUN
fbem-17287	22	19	times	time	NOUN
fbem-17287	22	20	in	in	ADP
fbem-17287	22	21	the	the	DET
fbem-17287	22	22	process	process	NOUN
fbem-17287	22	23	of	of	ADP
fbem-17287	22	24	public	public	ADJ
fbem-17287	22	25	transportation	transportation	NOUN
fbem-17287	22	26	.	.	PUNCT
fbem-17287	23	1	scholars	scholar	NOUN
fbem-17287	23	2	like	like	ADP
fbem-17287	23	3	he	he	PRON
fbem-17287	23	4	yongjun	yongjun	NOUN
fbem-17287	23	5	and	and	CCONJ
fbem-17287	23	6	yao	yao	PROPN
fbem-17287	23	7	qinghua	qinghua	PROPN
fbem-17287	23	8	(	(	PUNCT
fbem-17287	23	9	2016	2016	NUM
fbem-17287	23	10	)	)	PUNCT
fbem-17287	23	11	have	have	AUX
fbem-17287	23	12	made	make	VERB
fbem-17287	23	13	substantial	substantial	ADJ
fbem-17287	23	14	innovations	innovation	NOUN
fbem-17287	23	15	in	in	ADP
fbem-17287	23	16	personalized	personalized	ADJ
fbem-17287	23	17	transportation	transportation	NOUN
fbem-17287	23	18	services	service	NOUN
fbem-17287	23	19	,	,	PUNCT
fbem-17287	23	20	emphasizing	emphasize	VERB
fbem-17287	23	21	the	the	DET
fbem-17287	23	22	need	need	NOUN
fbem-17287	23	23	for	for	ADP
fbem-17287	23	24	humanized	humanize	VERB
fbem-17287	23	25	and	and	CCONJ
fbem-17287	23	26	precise	precise	ADJ
fbem-17287	23	27	services	service	NOUN
fbem-17287	23	28	,	,	PUNCT
fbem-17287	23	29	regardless	regardless	ADV
fbem-17287	23	30	of	of	ADP
fbem-17287	23	31	traditional	traditional	ADJ
fbem-17287	23	32	or	or	CCONJ
fbem-17287	23	33	modern	modern	ADJ
fbem-17287	23	34	modes	mode	NOUN
fbem-17287	23	35	.	.	PUNCT
fbem-17287	24	1	they	they	PRON
fbem-17287	24	2	believe	believe	VERB
fbem-17287	24	3	that	that	SCONJ
fbem-17287	24	4	improving	improve	VERB
fbem-17287	24	5	the	the	DET
fbem-17287	24	6	efficiency	efficiency	NOUN
fbem-17287	24	7	of	of	ADP
fbem-17287	24	8	public	public	ADJ
fbem-17287	24	9	transportation	transportation	NOUN
fbem-17287	24	10	is	be	AUX
fbem-17287	24	11	fundamentally	fundamentally	ADV
fbem-17287	24	12	about	about	ADP
fbem-17287	24	13	addressing	address	VERB
fbem-17287	24	14	the	the	DET
fbem-17287	24	15	shortcomings	shortcoming	NOUN
fbem-17287	24	16	in	in	ADP
fbem-17287	24	17	managing	manage	VERB
fbem-17287	24	18	both	both	CCONJ
fbem-17287	24	19	traditional	traditional	ADJ
fbem-17287	24	20	and	and	CCONJ
fbem-17287	24	21	modern	modern	ADJ
fbem-17287	24	22	models	model	NOUN
fbem-17287	24	23	.	.	PUNCT
fbem-17287	25	1	additionally	additionally	ADV
fbem-17287	25	2	,	,	PUNCT
fbem-17287	25	3	researchers	researcher	NOUN
fbem-17287	25	4	such	such	ADJ
fbem-17287	25	5	as	as	ADP
fbem-17287	25	6	pang	pang	NOUN
fbem-17287	25	7	mingbao	mingbao	PROPN
fbem-17287	25	8	,	,	PUNCT
fbem-17287	25	9	chen	chen	PROPN
fbem-17287	25	10	maolin	maolin	PROPN
fbem-17287	25	11	,	,	PUNCT
fbem-17287	25	12	and	and	CCONJ
fbem-17287	25	13	zhang	zhang	PROPN
fbem-17287	25	14	ning	ning	PROPN
fbem-17287	25	15	(	(	PUNCT
fbem-17287	25	16	2017	2017	NUM
fbem-17287	25	17	)	)	PUNCT
fbem-17287	25	18	not	not	PART
fbem-17287	25	19	only	only	ADV
fbem-17287	25	20	focus	focus	VERB
fbem-17287	25	21	on	on	ADP
fbem-17287	25	22	urban	urban	ADJ
fbem-17287	25	23	public	public	ADJ
fbem-17287	25	24	transportation	transportation	NOUN
fbem-17287	25	25	operation	operation	NOUN
fbem-17287	25	26	models	model	NOUN
fbem-17287	25	27	but	but	CCONJ
fbem-17287	25	28	also	also	ADV
fbem-17287	25	29	integrate	integrate	VERB
fbem-17287	25	30	urban	urban	ADJ
fbem-17287	25	31	and	and	CCONJ
fbem-17287	25	32	rural	rural	ADJ
fbem-17287	25	33	public	public	ADJ
fbem-17287	25	34	transportation	transportation	NOUN
fbem-17287	25	35	.	.	PUNCT
fbem-17287	26	1	they	they	PRON
fbem-17287	26	2	utilize	utilize	VERB
fbem-17287	26	3	big	big	ADJ
fbem-17287	26	4	data	datum	NOUN
fbem-17287	26	5	cloud	cloud	NOUN
fbem-17287	26	6	processing	processing	NOUN
fbem-17287	26	7	technology	technology	NOUN
fbem-17287	26	8	to	to	PART
fbem-17287	26	9	overcome	overcome	VERB
fbem-17287	26	10	operational	operational	ADJ
fbem-17287	26	11	obstacles	obstacle	NOUN
fbem-17287	26	12	in	in	ADP
fbem-17287	26	13	both	both	CCONJ
fbem-17287	26	14	urban	urban	ADJ
fbem-17287	26	15	and	and	CCONJ
fbem-17287	26	16	rural	rural	ADJ
fbem-17287	26	17	public	public	ADJ
fbem-17287	26	18	transportation	transportation	NOUN
fbem-17287	26	19	.	.	PUNCT
fbem-17287	27	1	for	for	ADP
fbem-17287	27	2	instance	instance	NOUN
fbem-17287	27	3	,	,	PUNCT
fbem-17287	27	4	adjusting	adjust	VERB
fbem-17287	27	5	the	the	DET
fbem-17287	27	6	frequency	frequency	NOUN
fbem-17287	27	7	of	of	ADP
fbem-17287	27	8	departures	departure	NOUN
fbem-17287	27	9	based	base	VERB
fbem-17287	27	10	on	on	ADP
fbem-17287	27	11	the	the	DET
fbem-17287	27	12	number	number	NOUN
fbem-17287	27	13	of	of	ADP
fbem-17287	27	14	passengers	passenger	NOUN
fbem-17287	27	15	in	in	ADP
fbem-17287	27	16	rural	rural	ADJ
fbem-17287	27	17	areas	area	NOUN
fbem-17287	27	18	,	,	PUNCT
fbem-17287	27	19	thus	thus	ADV
fbem-17287	27	20	enhancing	enhance	VERB
fbem-17287	27	21	operational	operational	ADJ
fbem-17287	27	22	efficiency	efficiency	NOUN
fbem-17287	27	23	.	.	PUNCT
fbem-17287	28	1	hu	hu	PROPN
fbem-17287	28	2	baitao	baitao	PROPN
fbem-17287	28	3	(	(	PUNCT
fbem-17287	28	4	2020	2020	NUM
fbem-17287	28	5	)	)	PUNCT
fbem-17287	28	6	proposes	propose	VERB
fbem-17287	28	7	a	a	DET
fbem-17287	28	8	method	method	NOUN
fbem-17287	28	9	to	to	PART
fbem-17287	28	10	increase	increase	VERB
fbem-17287	28	11	public	public	ADJ
fbem-17287	28	12	transportation	transportation	NOUN
fbem-17287	28	13	efficiency	efficiency	NOUN
fbem-17287	28	14	by	by	ADP
fbem-17287	28	15	first	first	ADV
fbem-17287	28	16	investigating	investigate	VERB
fbem-17287	28	17	real	real	ADJ
fbem-17287	28	18	-	-	PUNCT
fbem-17287	28	19	time	time	NOUN
fbem-17287	28	20	data	datum	NOUN
fbem-17287	28	21	on	on	ADP
fbem-17287	28	22	traffic	traffic	NOUN
fbem-17287	28	23	congestion	congestion	NOUN
fbem-17287	28	24	and	and	CCONJ
fbem-17287	28	25	passenger	passenger	NOUN
fbem-17287	28	26	density	density	NOUN
fbem-17287	28	27	in	in	ADP
fbem-17287	28	28	the	the	DET
fbem-17287	28	29	city	city	NOUN
fbem-17287	28	30	.	.	PUNCT
fbem-17287	29	1	this	this	DET
fbem-17287	29	2	method	method	NOUN
fbem-17287	29	3	determines	determine	VERB
fbem-17287	29	4	whether	whether	SCONJ
fbem-17287	29	5	passenger	passenger	NOUN
fbem-17287	29	6	density	density	NOUN
fbem-17287	29	7	is	be	AUX
fbem-17287	29	8	in	in	ADP
fbem-17287	29	9	an	an	DET
fbem-17287	29	10	abnormal	abnormal	ADJ
fbem-17287	29	11	state	state	NOUN
fbem-17287	29	12	and	and	CCONJ
fbem-17287	29	13	evaluates	evaluate	VERB
fbem-17287	29	14	the	the	DET
fbem-17287	29	15	degree	degree	NOUN
fbem-17287	29	16	of	of	ADP
fbem-17287	29	17	traffic	traffic	NOUN
fbem-17287	29	18	congestion	congestion	NOUN
fbem-17287	29	19	based	base	VERB
fbem-17287	29	20	on	on	ADP
fbem-17287	29	21	the	the	DET
fbem-17287	29	22	density	density	NOUN
fbem-17287	29	23	of	of	ADP
fbem-17287	29	24	passengers	passenger	NOUN
fbem-17287	29	25	(	(	PUNCT
fbem-17287	29	26	how	how	SCONJ
fbem-17287	29	27	many	many	ADJ
fbem-17287	29	28	passengers	passenger	NOUN
fbem-17287	29	29	per	per	ADP
fbem-17287	29	30	square	square	ADJ
fbem-17287	29	31	meter	meter	NOUN
fbem-17287	29	32	)	)	PUNCT
fbem-17287	29	33	.	.	PUNCT
fbem-17287	30	1	finally	finally	ADV
fbem-17287	30	2	,	,	PUNCT
fbem-17287	30	3	a	a	DET
fbem-17287	30	4	bus	bus	NOUN
fbem-17287	30	5	dispatch	dispatch	NOUN
fbem-17287	30	6	plan	plan	NOUN
fbem-17287	30	7	is	be	AUX
fbem-17287	30	8	determined	determine	VERB
fbem-17287	30	9	based	base	VERB
fbem-17287	30	10	on	on	ADP
fbem-17287	30	11	the	the	DET
fbem-17287	30	12	feedback	feedback	NOUN
fbem-17287	30	13	data	datum	NOUN
fbem-17287	30	14	.	.	PUNCT
fbem-17287	31	1	vimal	vimal	PROPN
fbem-17287	31	2	kumar	kumar	PROPN
fbem-17287	31	3	m	m	PROPN
fbem-17287	31	4	n	n	PART
fbem-17287	31	5	,	,	PUNCT
fbem-17287	31	6	palanivelu	palanivelu	NOUN
fbem-17287	31	7	m	m	PROPN
fbem-17287	31	8	,	,	PUNCT
fbem-17287	31	9	and	and	CCONJ
fbem-17287	31	10	rubesh	rubesh	VERB
fbem-17287	31	11	cm	cm	NOUN
fbem-17287	31	12	(	(	PUNCT
fbem-17287	31	13	2020	2020	NUM
fbem-17287	31	14	)	)	PUNCT
fbem-17287	31	15	emphasize	emphasize	VERB
fbem-17287	31	16	that	that	SCONJ
fbem-17287	31	17	passengers	passenger	NOUN
fbem-17287	31	18	in	in	ADP
fbem-17287	31	19	urban	urban	ADJ
fbem-17287	31	20	areas	area	NOUN
fbem-17287	31	21	may	may	AUX
fbem-17287	31	22	experience	experience	VERB
fbem-17287	31	23	difficulties	difficulty	NOUN
fbem-17287	31	24	in	in	ADP
fbem-17287	31	25	reaching	reach	VERB
fbem-17287	31	26	their	their	PRON
fbem-17287	31	27	destinations	destination	NOUN
fbem-17287	31	28	on	on	ADP
fbem-17287	31	29	time	time	NOUN
fbem-17287	31	30	due	due	ADP
fbem-17287	31	31	to	to	ADP
fbem-17287	31	32	not	not	PART
fbem-17287	31	33	knowing	know	VERB
fbem-17287	31	34	the	the	DET
fbem-17287	31	35	exact	exact	ADJ
fbem-17287	31	36	arrival	arrival	NOUN
fbem-17287	31	37	time	time	NOUN
fbem-17287	31	38	of	of	ADP
fbem-17287	31	39	buses	bus	NOUN
fbem-17287	31	40	,	,	PUNCT
fbem-17287	31	41	the	the	DET
fbem-17287	31	42	specific	specific	ADJ
fbem-17287	31	43	location	location	NOUN
fbem-17287	31	44	of	of	ADP
fbem-17287	31	45	buses	bus	NOUN
fbem-17287	31	46	,	,	PUNCT
fbem-17287	31	47	and	and	CCONJ
fbem-17287	31	48	the	the	DET
fbem-17287	31	49	number	number	NOUN
fbem-17287	31	50	of	of	ADP
fbem-17287	31	51	passengers	passenger	NOUN
fbem-17287	31	52	on	on	ADP
fbem-17287	31	53	board	board	NOUN
fbem-17287	31	54	.	.	PUNCT
fbem-17287	32	1	in	in	ADP
fbem-17287	32	2	their	their	PRON
fbem-17287	32	3	intelligent	intelligent	ADJ
fbem-17287	32	4	public	public	ADJ
fbem-17287	32	5	transportation	transportation	NOUN
fbem-17287	32	6	system	system	NOUN
fbem-17287	32	7	,	,	PUNCT
fbem-17287	32	8	they	they	PRON
fbem-17287	32	9	incorporate	incorporate	VERB
fbem-17287	32	10	a	a	DET
fbem-17287	32	11	gps	gps	NOUN
fbem-17287	32	12	module	module	NOUN
fbem-17287	32	13	to	to	PART
fbem-17287	32	14	accurately	accurately	ADV
fbem-17287	32	15	calculate	calculate	VERB
fbem-17287	32	16	vehicle	vehicle	NOUN
fbem-17287	32	17	speed	speed	NOUN
fbem-17287	32	18	and	and	CCONJ
fbem-17287	32	19	location	location	NOUN
fbem-17287	32	20	.	.	PUNCT
fbem-17287	33	1	passenger	passenger	NOUN
fbem-17287	33	2	numbers	number	NOUN
fbem-17287	33	3	are	be	AUX
fbem-17287	33	4	also	also	ADV
fbem-17287	33	5	calculated	calculate	VERB
fbem-17287	33	6	based	base	VERB
fbem-17287	33	7	on	on	ADP
fbem-17287	33	8	data	datum	NOUN
fbem-17287	33	9	from	from	ADP
fbem-17287	33	10	on	on	ADP
fbem-17287	33	11	-	-	PUNCT
fbem-17287	33	12	board	board	NOUN
fbem-17287	33	13	ticket	ticket	NOUN
fbem-17287	33	14	machines	machine	NOUN
fbem-17287	33	15	.	.	PUNCT
fbem-17287	34	1	víctor	víctor	PROPN
fbem-17287	34	2	manuel	manuel	PROPN
fbem-17287	34	3	padrón	padrón	PROPN
fbem-17287	34	4	nápoles	nápoles	PROPN
fbem-17287	34	5	and	and	CCONJ
fbem-17287	34	6	diego	diego	PROPN
fbem-17287	34	7	gachet	gachet	PROPN
fbem-17287	34	8	páez	páez	PROPN
fbem-17287	34	9	,	,	PUNCT
fbem-17287	34	10	among	among	ADP
fbem-17287	34	11	others	other	NOUN
fbem-17287	34	12	,	,	PUNCT
fbem-17287	34	13	believe	believe	VERB
fbem-17287	34	14	that	that	SCONJ
fbem-17287	34	15	94	94	NUM
fbem-17287	34	16	the	the	DET
fbem-17287	34	17	construction	construction	NOUN
fbem-17287	34	18	philosophy	philosophy	NOUN
fbem-17287	34	19	of	of	ADP
fbem-17287	34	20	smart	smart	ADJ
fbem-17287	34	21	public	public	ADJ
fbem-17287	34	22	transportation	transportation	NOUN
fbem-17287	34	23	should	should	AUX
fbem-17287	34	24	be	be	AUX
fbem-17287	34	25	an	an	DET
fbem-17287	34	26	inclusive	inclusive	ADJ
fbem-17287	34	27	system	system	NOUN
fbem-17287	34	28	.	.	PUNCT
fbem-17287	35	1	the	the	DET
fbem-17287	35	2	elderly	elderly	ADJ
fbem-17287	35	3	in	in	ADP
fbem-17287	35	4	urban	urban	ADJ
fbem-17287	35	5	areas	area	NOUN
fbem-17287	35	6	are	be	AUX
fbem-17287	35	7	no	no	ADV
fbem-17287	35	8	longer	long	ADV
fbem-17287	35	9	considered	consider	VERB
fbem-17287	35	10	a	a	DET
fbem-17287	35	11	vulnerable	vulnerable	ADJ
fbem-17287	35	12	group	group	NOUN
fbem-17287	35	13	but	but	CCONJ
fbem-17287	35	14	are	be	AUX
fbem-17287	35	15	part	part	NOUN
fbem-17287	35	16	of	of	ADP
fbem-17287	35	17	the	the	DET
fbem-17287	35	18	population	population	NOUN
fbem-17287	35	19	that	that	PRON
fbem-17287	35	20	promotes	promote	VERB
fbem-17287	35	21	the	the	DET
fbem-17287	35	22	development	development	NOUN
fbem-17287	35	23	of	of	ADP
fbem-17287	35	24	smart	smart	ADJ
fbem-17287	35	25	public	public	ADJ
fbem-17287	35	26	transportation	transportation	NOUN
fbem-17287	35	27	.	.	PUNCT
fbem-17287	36	1	smart	smart	ADJ
fbem-17287	36	2	cities	city	NOUN
fbem-17287	36	3	will	will	AUX
fbem-17287	36	4	manifest	manifest	VERB
fbem-17287	36	5	in	in	ADP
fbem-17287	36	6	the	the	DET
fbem-17287	36	7	form	form	NOUN
fbem-17287	36	8	of	of	ADP
fbem-17287	36	9	public	public	ADJ
fbem-17287	36	10	spaces	space	NOUN
fbem-17287	36	11	.	.	PUNCT
fbem-17287	37	1	chun	chun	PROPN
fbem-17287	37	2	yi	yi	PROPN
fbem-17287	37	3	liu	liu	PROPN
fbem-17287	37	4	and	and	CCONJ
fbem-17287	37	5	kuo	kuo	PROPN
fbem-17287	37	6	tai	tai	PROPN
fbem-17287	37	7	tang	tang	PROPN
fbem-17287	37	8	have	have	AUX
fbem-17287	37	9	studied	study	VERB
fbem-17287	37	10	the	the	DET
fbem-17287	37	11	issue	issue	NOUN
fbem-17287	37	12	of	of	ADP
fbem-17287	37	13	passengers	passenger	NOUN
fbem-17287	37	14	'	'	PART
fbem-17287	37	15	"	"	PUNCT
fbem-17287	37	16	inaccurate	inaccurate	ADJ
fbem-17287	37	17	arrival	arrival	NOUN
fbem-17287	37	18	times	time	NOUN
fbem-17287	37	19	leading	lead	VERB
fbem-17287	37	20	to	to	ADP
fbem-17287	37	21	time	time	NOUN
fbem-17287	37	22	costs	cost	NOUN
fbem-17287	37	23	and	and	CCONJ
fbem-17287	37	24	poor	poor	ADJ
fbem-17287	37	25	experiences	experience	NOUN
fbem-17287	37	26	.	.	PUNCT
fbem-17287	37	27	"	"	PUNCT
fbem-17287	38	1	they	they	PRON
fbem-17287	38	2	use	use	VERB
fbem-17287	38	3	gps	gps	NOUN
fbem-17287	38	4	positioning	positioning	NOUN
fbem-17287	38	5	and	and	CCONJ
fbem-17287	38	6	public	public	ADJ
fbem-17287	38	7	transportation	transportation	NOUN
fbem-17287	38	8	route	route	NOUN
fbem-17287	38	9	planning	plan	VERB
fbem-17287	38	10	modeling	modeling	NOUN
fbem-17287	38	11	to	to	PART
fbem-17287	38	12	address	address	VERB
fbem-17287	38	13	these	these	DET
fbem-17287	38	14	issues	issue	NOUN
fbem-17287	38	15	,	,	PUNCT
fbem-17287	38	16	constructing	construct	VERB
fbem-17287	38	17	a	a	DET
fbem-17287	38	18	more	more	ADV
fbem-17287	38	19	accurate	accurate	ADJ
fbem-17287	38	20	and	and	CCONJ
fbem-17287	38	21	scientific	scientific	ADJ
fbem-17287	38	22	public	public	ADJ
fbem-17287	38	23	transportation	transportation	NOUN
fbem-17287	38	24	system	system	NOUN
fbem-17287	38	25	.	.	PUNCT
fbem-17287	39	1	in	in	ADP
fbem-17287	39	2	summary	summary	NOUN
fbem-17287	39	3	,	,	PUNCT
fbem-17287	39	4	existing	exist	VERB
fbem-17287	39	5	literature	literature	NOUN
fbem-17287	39	6	has	have	AUX
fbem-17287	39	7	extensively	extensively	ADV
fbem-17287	39	8	explored	explore	VERB
fbem-17287	39	9	the	the	DET
fbem-17287	39	10	development	development	NOUN
fbem-17287	39	11	of	of	ADP
fbem-17287	39	12	smart	smart	ADJ
fbem-17287	39	13	public	public	ADJ
fbem-17287	39	14	transportation	transportation	NOUN
fbem-17287	39	15	through	through	ADP
fbem-17287	39	16	the	the	DET
fbem-17287	39	17	use	use	NOUN
fbem-17287	39	18	of	of	ADP
fbem-17287	39	19	big	big	ADJ
fbem-17287	39	20	data	datum	NOUN
fbem-17287	39	21	,	,	PUNCT
fbem-17287	39	22	gps	gps	PROPN
fbem-17287	39	23	,	,	PUNCT
fbem-17287	39	24	5	5	NUM
fbem-17287	39	25	g	g	NOUN
fbem-17287	39	26	technology	technology	NOUN
fbem-17287	39	27	,	,	PUNCT
fbem-17287	39	28	and	and	CCONJ
fbem-17287	39	29	other	other	ADJ
fbem-17287	39	30	advancements	advancement	NOUN
fbem-17287	39	31	.	.	PUNCT
fbem-17287	40	1	many	many	ADJ
fbem-17287	40	2	measures	measure	NOUN
fbem-17287	40	3	have	have	AUX
fbem-17287	40	4	been	be	AUX
fbem-17287	40	5	proposed	propose	VERB
fbem-17287	40	6	to	to	PART
fbem-17287	40	7	enrich	enrich	VERB
fbem-17287	40	8	the	the	DET
fbem-17287	40	9	content	content	NOUN
fbem-17287	40	10	of	of	ADP
fbem-17287	40	11	smart	smart	ADJ
fbem-17287	40	12	public	public	ADJ
fbem-17287	40	13	transportation	transportation	NOUN
fbem-17287	40	14	,	,	PUNCT
fbem-17287	40	15	including	include	VERB
fbem-17287	40	16	feedback	feedback	NOUN
fbem-17287	40	17	mechanisms	mechanism	NOUN
fbem-17287	40	18	,	,	PUNCT
fbem-17287	40	19	precise	precise	ADJ
fbem-17287	40	20	adjustments	adjustment	NOUN
fbem-17287	40	21	to	to	ADP
fbem-17287	40	22	passenger	passenger	NOUN
fbem-17287	40	23	flow	flow	NOUN
fbem-17287	40	24	and	and	CCONJ
fbem-17287	40	25	route	route	NOUN
fbem-17287	40	26	planning	planning	NOUN
fbem-17287	40	27	,	,	PUNCT
fbem-17287	40	28	and	and	CCONJ
fbem-17287	40	29	scientifically	scientifically	ADV
fbem-17287	40	30	adjusting	adjust	VERB
fbem-17287	40	31	bus	bus	NOUN
fbem-17287	40	32	departure	departure	NOUN
fbem-17287	40	33	frequencies	frequency	NOUN
fbem-17287	40	34	.	.	PUNCT
fbem-17287	41	1	the	the	DET
fbem-17287	41	2	ultimate	ultimate	ADJ
fbem-17287	41	3	goal	goal	NOUN
fbem-17287	41	4	is	be	AUX
fbem-17287	41	5	to	to	PART
fbem-17287	41	6	prioritize	prioritize	VERB
fbem-17287	41	7	a	a	DET
fbem-17287	41	8	"	"	PUNCT
fbem-17287	41	9	people	people	NOUN
fbem-17287	41	10	-	-	PUNCT
fbem-17287	41	11	oriented	orient	VERB
fbem-17287	41	12	"	"	PUNCT
fbem-17287	41	13	approach	approach	NOUN
fbem-17287	41	14	,	,	PUNCT
fbem-17287	41	15	considering	consider	VERB
fbem-17287	41	16	the	the	DET
fbem-17287	41	17	elderly	elderly	ADJ
fbem-17287	41	18	as	as	ADP
fbem-17287	41	19	a	a	DET
fbem-17287	41	20	crucial	crucial	ADJ
fbem-17287	41	21	demographic	demographic	NOUN
fbem-17287	41	22	for	for	ADP
fbem-17287	41	23	the	the	DET
fbem-17287	41	24	development	development	NOUN
fbem-17287	41	25	of	of	ADP
fbem-17287	41	26	smart	smart	ADJ
fbem-17287	41	27	public	public	ADJ
fbem-17287	41	28	transportation	transportation	NOUN
fbem-17287	41	29	.	.	PUNCT
fbem-17287	42	1	however	however	ADV
fbem-17287	42	2	,	,	PUNCT
fbem-17287	42	3	the	the	DET
fbem-17287	42	4	existing	exist	VERB
fbem-17287	42	5	literature	literature	NOUN
fbem-17287	42	6	predominantly	predominantly	ADV
fbem-17287	42	7	focuses	focus	VERB
fbem-17287	42	8	on	on	ADP
fbem-17287	42	9	providing	provide	VERB
fbem-17287	42	10	recommendations	recommendation	NOUN
fbem-17287	42	11	for	for	ADP
fbem-17287	42	12	the	the	DET
fbem-17287	42	13	macro	macro	ADJ
fbem-17287	42	14	-	-	NOUN
fbem-17287	42	15	level	level	NOUN
fbem-17287	42	16	development	development	NOUN
fbem-17287	42	17	of	of	ADP
fbem-17287	42	18	smart	smart	ADJ
fbem-17287	42	19	public	public	ADJ
fbem-17287	42	20	transportation	transportation	NOUN
fbem-17287	42	21	relying	rely	VERB
fbem-17287	42	22	on	on	ADP
fbem-17287	42	23	information	information	NOUN
fbem-17287	42	24	technology	technology	NOUN
fbem-17287	42	25	.	.	PUNCT
fbem-17287	43	1	there	there	PRON
fbem-17287	43	2	is	be	VERB
fbem-17287	43	3	limited	limited	ADJ
fbem-17287	43	4	research	research	NOUN
fbem-17287	43	5	that	that	PRON
fbem-17287	43	6	delves	delve	VERB
fbem-17287	43	7	into	into	ADP
fbem-17287	43	8	the	the	DET
fbem-17287	43	9	current	current	ADJ
fbem-17287	43	10	status	status	NOUN
fbem-17287	43	11	of	of	ADP
fbem-17287	43	12	smart	smart	ADJ
fbem-17287	43	13	public	public	ADJ
fbem-17287	43	14	transportation	transportation	NOUN
fbem-17287	43	15	development	development	NOUN
fbem-17287	43	16	in	in	ADP
fbem-17287	43	17	specific	specific	ADJ
fbem-17287	43	18	regions	region	NOUN
fbem-17287	43	19	and	and	CCONJ
fbem-17287	43	20	proposes	propose	VERB
fbem-17287	43	21	tailored	tailored	ADJ
fbem-17287	43	22	recommendations	recommendation	NOUN
fbem-17287	43	23	.	.	PUNCT
fbem-17287	44	1	therefore	therefore	ADV
fbem-17287	44	2	,	,	PUNCT
fbem-17287	44	3	this	this	DET
fbem-17287	44	4	paper	paper	NOUN
fbem-17287	44	5	shifts	shift	NOUN
fbem-17287	44	6	its	its	PRON
fbem-17287	44	7	focus	focus	NOUN
fbem-17287	44	8	to	to	ADP
fbem-17287	44	9	taiyuan	taiyuan	PROPN
fbem-17287	44	10	city	city	PROPN
fbem-17287	44	11	,	,	PUNCT
fbem-17287	44	12	summarizing	summarizing	NOUN
fbem-17287	44	13	and	and	CCONJ
fbem-17287	44	14	analyzing	analyze	VERB
fbem-17287	44	15	the	the	DET
fbem-17287	44	16	notable	notable	ADJ
fbem-17287	44	17	advantages	advantage	NOUN
fbem-17287	44	18	and	and	CCONJ
fbem-17287	44	19	practical	practical	ADJ
fbem-17287	44	20	constraints	constraint	NOUN
fbem-17287	44	21	of	of	ADP
fbem-17287	44	22	smart	smart	ADJ
fbem-17287	44	23	public	public	ADJ
fbem-17287	44	24	transportation	transportation	NOUN
fbem-17287	44	25	development	development	NOUN
fbem-17287	44	26	in	in	ADP
fbem-17287	44	27	taiyuan	taiyuan	PROPN
fbem-17287	44	28	city	city	PROPN
fbem-17287	44	29	.	.	PUNCT
fbem-17287	45	1	it	it	PRON
fbem-17287	45	2	aims	aim	VERB
fbem-17287	45	3	to	to	PART
fbem-17287	45	4	propose	propose	VERB
fbem-17287	45	5	targeted	target	VERB
fbem-17287	45	6	practical	practical	ADJ
fbem-17287	45	7	paths	path	NOUN
fbem-17287	45	8	for	for	ADP
fbem-17287	45	9	the	the	DET
fbem-17287	45	10	future	future	ADJ
fbem-17287	45	11	development	development	NOUN
fbem-17287	45	12	of	of	ADP
fbem-17287	45	13	smart	smart	ADJ
fbem-17287	45	14	public	public	ADJ
fbem-17287	45	15	transportation	transportation	NOUN
fbem-17287	45	16	in	in	ADP
fbem-17287	45	17	taiyuan	taiyuan	PROPN
fbem-17287	45	18	city	city	PROPN
fbem-17287	45	19	.	.	PUNCT
fbem-17287	46	1	3	3	X
fbem-17287	46	2	.	.	X
fbem-17287	46	3	the	the	DET
fbem-17287	46	4	significant	significant	ADJ
fbem-17287	46	5	advantages	advantage	NOUN
fbem-17287	46	6	of	of	ADP
fbem-17287	46	7	advancing	advance	VERB
fbem-17287	46	8	the	the	DET
fbem-17287	46	9	development	development	NOUN
fbem-17287	46	10	of	of	ADP
fbem-17287	46	11	smart	smart	ADJ
fbem-17287	46	12	public	public	ADJ
fbem-17287	46	13	transportation	transportation	NOUN
fbem-17287	46	14	in	in	ADP
fbem-17287	46	15	taiyuan	taiyuan	PROPN
fbem-17287	46	16	city	city	PROPN
fbem-17287	46	17	3.1	3.1	NUM
fbem-17287	46	18	.	.	PUNCT
fbem-17287	47	1	favorable	favorable	ADJ
fbem-17287	47	2	geographic	geographic	ADJ
fbem-17287	47	3	location	location	NOUN
fbem-17287	47	4	for	for	ADP
fbem-17287	47	5	the	the	DET
fbem-17287	47	6	development	development	NOUN
fbem-17287	47	7	of	of	ADP
fbem-17287	47	8	smart	smart	ADJ
fbem-17287	47	9	public	public	ADJ
fbem-17287	47	10	transportation	transportation	NOUN
fbem-17287	47	11	in	in	ADP
fbem-17287	47	12	taiyuan	taiyuan	PROPN
fbem-17287	47	13	taiyuan	taiyuan	PROPN
fbem-17287	47	14	is	be	AUX
fbem-17287	47	15	situated	situate	VERB
fbem-17287	47	16	in	in	ADP
fbem-17287	47	17	the	the	DET
fbem-17287	47	18	northern	northern	ADJ
fbem-17287	47	19	region	region	NOUN
fbem-17287	47	20	of	of	ADP
fbem-17287	47	21	china	china	PROPN
fbem-17287	47	22	and	and	CCONJ
fbem-17287	47	23	serves	serve	VERB
fbem-17287	47	24	as	as	ADP
fbem-17287	47	25	the	the	DET
fbem-17287	47	26	capital	capital	NOUN
fbem-17287	47	27	city	city	PROPN
fbem-17287	47	28	of	of	ADP
fbem-17287	47	29	shanxi	shanxi	PROPN
fbem-17287	47	30	province	province	PROPN
fbem-17287	47	31	.	.	PUNCT
fbem-17287	48	1	with	with	ADP
fbem-17287	48	2	a	a	DET
fbem-17287	48	3	history	history	NOUN
fbem-17287	48	4	spanning	span	VERB
fbem-17287	48	5	over	over	ADP
fbem-17287	48	6	2500	2500	NUM
fbem-17287	48	7	years	year	NOUN
fbem-17287	48	8	,	,	PUNCT
fbem-17287	48	9	taiyuan	taiyuan	NOUN
fbem-17287	48	10	,	,	PUNCT
fbem-17287	48	11	formerly	formerly	ADV
fbem-17287	48	12	known	know	VERB
fbem-17287	48	13	as	as	ADP
fbem-17287	48	14	jinyang	jinyang	PROPN
fbem-17287	48	15	and	and	CCONJ
fbem-17287	48	16	longcheng	longcheng	PROPN
fbem-17287	48	17	,	,	PUNCT
fbem-17287	48	18	was	be	AUX
fbem-17287	48	19	historically	historically	ADV
fbem-17287	48	20	considered	consider	VERB
fbem-17287	48	21	a	a	DET
fbem-17287	48	22	strategically	strategically	ADV
fbem-17287	48	23	important	important	ADJ
fbem-17287	48	24	location	location	NOUN
fbem-17287	48	25	.	.	PUNCT
fbem-17287	49	1	in	in	ADP
fbem-17287	49	2	the	the	DET
fbem-17287	49	3	context	context	NOUN
fbem-17287	49	4	of	of	ADP
fbem-17287	49	5	the	the	DET
fbem-17287	49	6	national	national	ADJ
fbem-17287	49	7	sustainable	sustainable	ADJ
fbem-17287	49	8	development	development	NOUN
fbem-17287	49	9	agenda	agenda	NOUN
fbem-17287	49	10	,	,	PUNCT
fbem-17287	49	11	taiyuan	taiyuan	PROPN
fbem-17287	49	12	has	have	AUX
fbem-17287	49	13	become	become	VERB
fbem-17287	49	14	a	a	DET
fbem-17287	49	15	crucial	crucial	ADJ
fbem-17287	49	16	demonstration	demonstration	NOUN
fbem-17287	49	17	area	area	NOUN
fbem-17287	49	18	for	for	ADP
fbem-17287	49	19	innovation	innovation	NOUN
fbem-17287	49	20	and	and	CCONJ
fbem-17287	49	21	is	be	AUX
fbem-17287	49	22	adjacent	adjacent	ADJ
fbem-17287	49	23	to	to	ADP
fbem-17287	49	24	the	the	DET
fbem-17287	49	25	beijing	beijing	PROPN
fbem-17287	49	26	-	-	PUNCT
fbem-17287	49	27	tianjin	tianjin	PROPN
fbem-17287	49	28	-	-	PUNCT
fbem-17287	49	29	hebei	hebei	PROPN
fbem-17287	49	30	region	region	NOUN
fbem-17287	49	31	.	.	PUNCT
fbem-17287	50	1	leveraging	leverage	VERB
fbem-17287	50	2	this	this	DET
fbem-17287	50	3	geographical	geographical	ADJ
fbem-17287	50	4	advantage	advantage	NOUN
fbem-17287	50	5	,	,	PUNCT
fbem-17287	50	6	the	the	DET
fbem-17287	50	7	national	national	ADJ
fbem-17287	50	8	development	development	PROPN
fbem-17287	50	9	and	and	CCONJ
fbem-17287	50	10	reform	reform	NOUN
fbem-17287	50	11	commission	commission	NOUN
fbem-17287	50	12	has	have	AUX
fbem-17287	50	13	proposed	propose	VERB
fbem-17287	50	14	collaborative	collaborative	ADJ
fbem-17287	50	15	support	support	NOUN
fbem-17287	50	16	for	for	ADP
fbem-17287	50	17	the	the	DET
fbem-17287	50	18	development	development	NOUN
fbem-17287	50	19	of	of	ADP
fbem-17287	50	20	shanxi	shanxi	PROPN
fbem-17287	50	21	province	province	PROPN
fbem-17287	50	22	and	and	CCONJ
fbem-17287	50	23	the	the	DET
fbem-17287	50	24	beijing	beijing	NOUN
fbem-17287	50	25	-	-	PUNCT
fbem-17287	50	26	tianjinhebei	tianjinhebei	NOUN
fbem-17287	50	27	region	region	NOUN
fbem-17287	50	28	,	,	PUNCT
fbem-17287	50	29	aiming	aim	VERB
fbem-17287	50	30	to	to	PART
fbem-17287	50	31	create	create	VERB
fbem-17287	50	32	a	a	DET
fbem-17287	50	33	mutually	mutually	ADV
fbem-17287	50	34	beneficial	beneficial	ADJ
fbem-17287	50	35	and	and	CCONJ
fbem-17287	50	36	winwin	winwin	ADJ
fbem-17287	50	37	situation	situation	NOUN
fbem-17287	50	38	.	.	PUNCT
fbem-17287	51	1	the	the	DET
fbem-17287	51	2	development	development	NOUN
fbem-17287	51	3	of	of	ADP
fbem-17287	51	4	the	the	DET
fbem-17287	51	5	"	"	PUNCT
fbem-17287	51	6	jing	jing	NOUN
fbem-17287	51	7	-	-	PUNCT
fbem-17287	51	8	jin	jin	NOUN
fbem-17287	51	9	-	-	PUNCT
fbem-17287	51	10	ji	ji	PROPN
fbem-17287	51	11	-	-	PUNCT
fbem-17287	51	12	jin	jin	ADJ
fbem-17287	51	13	"	"	PUNCT
fbem-17287	51	14	economic	economic	ADJ
fbem-17287	51	15	circle	circle	NOUN
fbem-17287	51	16	is	be	AUX
fbem-17287	51	17	expected	expect	VERB
fbem-17287	51	18	to	to	PART
fbem-17287	51	19	bring	bring	VERB
fbem-17287	51	20	significant	significant	ADJ
fbem-17287	51	21	opportunities	opportunity	NOUN
fbem-17287	51	22	for	for	ADP
fbem-17287	51	23	taiyuan	taiyuan	PROPN
fbem-17287	51	24	's	's	PART
fbem-17287	51	25	economic	economic	ADJ
fbem-17287	51	26	growth	growth	NOUN
fbem-17287	51	27	.	.	PUNCT
fbem-17287	52	1	in	in	ADP
fbem-17287	52	2	2013	2013	NUM
fbem-17287	52	3	,	,	PUNCT
fbem-17287	52	4	taiyuan	taiyuan	PROPN
fbem-17287	52	5	became	become	VERB
fbem-17287	52	6	a	a	DET
fbem-17287	52	7	pilot	pilot	NOUN
fbem-17287	52	8	city	city	NOUN
fbem-17287	52	9	for	for	ADP
fbem-17287	52	10	"	"	PUNCT
fbem-17287	52	11	smart	smart	ADJ
fbem-17287	52	12	cities	city	NOUN
fbem-17287	52	13	,	,	PUNCT
fbem-17287	52	14	"	"	PUNCT
fbem-17287	52	15	playing	play	VERB
fbem-17287	52	16	a	a	DET
fbem-17287	52	17	pivotal	pivotal	ADJ
fbem-17287	52	18	role	role	NOUN
fbem-17287	52	19	in	in	ADP
fbem-17287	52	20	propelling	propel	VERB
fbem-17287	52	21	the	the	DET
fbem-17287	52	22	development	development	NOUN
fbem-17287	52	23	of	of	ADP
fbem-17287	52	24	the	the	DET
fbem-17287	52	25	"	"	PUNCT
fbem-17287	52	26	smart	smart	ADJ
fbem-17287	52	27	city	city	NOUN
fbem-17287	52	28	"	"	PUNCT
fbem-17287	52	29	initiative	initiative	NOUN
fbem-17287	52	30	.	.	PUNCT
fbem-17287	53	1	as	as	ADP
fbem-17287	53	2	a	a	DET
fbem-17287	53	3	branch	branch	NOUN
fbem-17287	53	4	of	of	ADP
fbem-17287	53	5	the	the	DET
fbem-17287	53	6	smart	smart	ADJ
fbem-17287	53	7	city	city	NOUN
fbem-17287	53	8	concept	concept	NOUN
fbem-17287	53	9	,	,	PUNCT
fbem-17287	53	10	smart	smart	ADJ
fbem-17287	53	11	public	public	ADJ
fbem-17287	53	12	transportation	transportation	NOUN
fbem-17287	53	13	in	in	ADP
fbem-17287	53	14	taiyuan	taiyuan	NOUN
fbem-17287	53	15	also	also	ADV
fbem-17287	53	16	requires	require	VERB
fbem-17287	53	17	continuous	continuous	ADJ
fbem-17287	53	18	improvement	improvement	NOUN
fbem-17287	53	19	and	and	CCONJ
fbem-17287	53	20	optimization	optimization	NOUN
fbem-17287	53	21	.	.	PUNCT
fbem-17287	54	1	3.2	3.2	NUM
fbem-17287	54	2	.	.	PUNCT
fbem-17287	54	3	steady	steady	ADJ
fbem-17287	54	4	progress	progress	NOUN
fbem-17287	54	5	in	in	ADP
fbem-17287	54	6	the	the	DET
fbem-17287	54	7	infrastructure	infrastructure	NOUN
fbem-17287	54	8	development	development	NOUN
fbem-17287	54	9	of	of	ADP
fbem-17287	54	10	smart	smart	ADJ
fbem-17287	54	11	public	public	ADJ
fbem-17287	54	12	transportation	transportation	NOUN
fbem-17287	54	13	in	in	ADP
fbem-17287	54	14	taiyuan	taiyuan	NOUN
fbem-17287	54	15	as	as	ADP
fbem-17287	54	16	of	of	ADP
fbem-17287	54	17	november	november	PROPN
fbem-17287	54	18	2020	2020	NUM
fbem-17287	54	19	,	,	PUNCT
fbem-17287	54	20	the	the	DET
fbem-17287	54	21	ministry	ministry	PROPN
fbem-17287	54	22	of	of	ADP
fbem-17287	54	23	transport	transport	NOUN
fbem-17287	54	24	has	have	AUX
fbem-17287	54	25	announced	announce	VERB
fbem-17287	54	26	two	two	NUM
fbem-17287	54	27	batches	batch	NOUN
fbem-17287	54	28	totaling	total	VERB
fbem-17287	54	29	37	37	NUM
fbem-17287	54	30	cities	city	NOUN
fbem-17287	54	31	as	as	ADP
fbem-17287	54	32	demonstration	demonstration	NOUN
fbem-17287	54	33	pilot	pilot	NOUN
fbem-17287	54	34	cities	city	NOUN
fbem-17287	54	35	for	for	ADP
fbem-17287	54	36	intelligent	intelligent	ADJ
fbem-17287	54	37	applications	application	NOUN
fbem-17287	54	38	in	in	ADP
fbem-17287	54	39	public	public	ADJ
fbem-17287	54	40	transportation	transportation	NOUN
fbem-17287	54	41	,	,	PUNCT
fbem-17287	54	42	with	with	ADP
fbem-17287	54	43	taiyuan	taiyuan	PROPN
fbem-17287	54	44	included	include	VERB
fbem-17287	54	45	in	in	ADP
fbem-17287	54	46	the	the	DET
fbem-17287	54	47	second	second	ADJ
fbem-17287	54	48	batch	batch	NOUN
fbem-17287	54	49	.	.	PUNCT
fbem-17287	55	1	in	in	ADP
fbem-17287	55	2	april	april	PROPN
fbem-17287	55	3	2020	2020	NUM
fbem-17287	55	4	,	,	PUNCT
fbem-17287	55	5	taiyuan	taiyuan	PROPN
fbem-17287	55	6	's	's	PART
fbem-17287	55	7	public	public	ADJ
fbem-17287	55	8	transportation	transportation	NOUN
fbem-17287	55	9	company	company	NOUN
fbem-17287	55	10	launched	launch	VERB
fbem-17287	55	11	the	the	DET
fbem-17287	55	12	intelligent	intelligent	ADJ
fbem-17287	55	13	dispatch	dispatch	NOUN
fbem-17287	55	14	system	system	NOUN
fbem-17287	55	15	platform	platform	NOUN
fbem-17287	55	16	,	,	PUNCT
fbem-17287	55	17	introducing	introduce	VERB
fbem-17287	55	18	"	"	PUNCT
fbem-17287	55	19	smart	smart	ADJ
fbem-17287	55	20	public	public	ADJ
fbem-17287	55	21	transportation	transportation	NOUN
fbem-17287	55	22	"	"	PUNCT
fbem-17287	55	23	into	into	ADP
fbem-17287	55	24	the	the	DET
fbem-17287	55	25	lives	life	NOUN
fbem-17287	55	26	of	of	ADP
fbem-17287	55	27	the	the	DET
fbem-17287	55	28	city	city	NOUN
fbem-17287	55	29	's	's	PART
fbem-17287	55	30	residents	resident	NOUN
fbem-17287	55	31	.	.	PUNCT
fbem-17287	56	1	as	as	ADV
fbem-17287	56	2	early	early	ADV
fbem-17287	56	3	as	as	ADP
fbem-17287	56	4	2013	2013	NUM
fbem-17287	56	5	,	,	PUNCT
fbem-17287	56	6	taiyuan	taiyuan	PROPN
fbem-17287	56	7	initiated	initiate	VERB
fbem-17287	56	8	large	large	ADJ
fbem-17287	56	9	-	-	PUNCT
fbem-17287	56	10	scale	scale	NOUN
fbem-17287	56	11	road	road	NOUN
fbem-17287	56	12	construction	construction	NOUN
fbem-17287	56	13	projects	project	NOUN
fbem-17287	56	14	,	,	PUNCT
fbem-17287	56	15	including	include	VERB
fbem-17287	56	16	the	the	DET
fbem-17287	56	17	construction	construction	NOUN
fbem-17287	56	18	of	of	ADP
fbem-17287	56	19	east	east	ADJ
fbem-17287	56	20	central	central	PROPN
fbem-17287	56	21	ring	ring	NOUN
fbem-17287	56	22	road	road	NOUN
fbem-17287	56	23	,	,	PUNCT
fbem-17287	56	24	south	south	ADJ
fbem-17287	56	25	central	central	ADJ
fbem-17287	56	26	ring	ring	PROPN
fbem-17287	56	27	street	street	PROPN
fbem-17287	56	28	,	,	PUNCT
fbem-17287	56	29	west	west	PROPN
fbem-17287	56	30	central	central	ADJ
fbem-17287	56	31	ring	ring	NOUN
fbem-17287	56	32	north	north	NOUN
fbem-17287	56	33	section	section	NOUN
fbem-17287	56	34	,	,	PUNCT
fbem-17287	56	35	and	and	CCONJ
fbem-17287	56	36	north	north	ADJ
fbem-17287	56	37	central	central	ADJ
fbem-17287	56	38	ring	ring	NOUN
fbem-17287	56	39	street	street	NOUN
fbem-17287	56	40	.	.	PUNCT
fbem-17287	57	1	these	these	DET
fbem-17287	57	2	initiatives	initiative	NOUN
fbem-17287	57	3	have	have	AUX
fbem-17287	57	4	significantly	significantly	ADV
fbem-17287	57	5	alleviated	alleviate	VERB
fbem-17287	57	6	traffic	traffic	NOUN
fbem-17287	57	7	congestion	congestion	NOUN
fbem-17287	57	8	in	in	ADP
fbem-17287	57	9	the	the	DET
fbem-17287	57	10	city	city	NOUN
fbem-17287	57	11	,	,	PUNCT
fbem-17287	57	12	ensuring	ensure	VERB
fbem-17287	57	13	that	that	SCONJ
fbem-17287	57	14	vehicles	vehicle	NOUN
fbem-17287	57	15	from	from	ADP
fbem-17287	57	16	different	different	ADJ
fbem-17287	57	17	directions	direction	NOUN
fbem-17287	57	18	can	can	AUX
fbem-17287	57	19	navigate	navigate	VERB
fbem-17287	57	20	without	without	ADP
fbem-17287	57	21	interference	interference	NOUN
fbem-17287	57	22	.	.	PUNCT
fbem-17287	58	1	approximately	approximately	ADV
fbem-17287	58	2	70	70	NUM
fbem-17287	58	3	%	%	NOUN
fbem-17287	58	4	of	of	ADP
fbem-17287	58	5	the	the	DET
fbem-17287	58	6	urban	urban	ADJ
fbem-17287	58	7	population	population	NOUN
fbem-17287	58	8	is	be	AUX
fbem-17287	58	9	willing	willing	ADJ
fbem-17287	58	10	to	to	PART
fbem-17287	58	11	use	use	VERB
fbem-17287	58	12	public	public	ADJ
fbem-17287	58	13	transportation	transportation	NOUN
fbem-17287	58	14	,	,	PUNCT
fbem-17287	58	15	and	and	CCONJ
fbem-17287	58	16	even	even	ADV
fbem-17287	58	17	during	during	ADP
fbem-17287	58	18	restricted	restrict	VERB
fbem-17287	58	19	traffic	traffic	NOUN
fbem-17287	58	20	conditions	condition	NOUN
fbem-17287	58	21	,	,	PUNCT
fbem-17287	58	22	many	many	ADJ
fbem-17287	58	23	car	car	NOUN
fbem-17287	58	24	owners	owner	NOUN
fbem-17287	58	25	choose	choose	VERB
fbem-17287	58	26	public	public	ADJ
fbem-17287	58	27	transportation	transportation	NOUN
fbem-17287	58	28	as	as	ADP
fbem-17287	58	29	their	their	PRON
fbem-17287	58	30	preferred	preferred	ADJ
fbem-17287	58	31	mode	mode	NOUN
fbem-17287	58	32	of	of	ADP
fbem-17287	58	33	travel	travel	NOUN
fbem-17287	58	34	.	.	PUNCT
fbem-17287	59	1	table	table	NOUN
fbem-17287	59	2	1	1	NUM
fbem-17287	59	3	.	.	PUNCT
fbem-17287	59	4	comparison	comparison	NOUN
fbem-17287	59	5	of	of	ADP
fbem-17287	59	6	public	public	ADJ
fbem-17287	59	7	transportation	transportation	NOUN
fbem-17287	59	8	operation	operation	NOUN
fbem-17287	59	9	data	datum	NOUN
fbem-17287	59	10	between	between	ADP
fbem-17287	59	11	2022	2022	NUM
fbem-17287	59	12	and	and	CCONJ
fbem-17287	59	13	1978	1978	NUM
fbem-17287	59	14	2022	2022	NUM
fbem-17287	59	15	1978	1978	NUM
fbem-17287	59	16	growth	growth	NOUN
fbem-17287	59	17	factor	factor	NOUN
fbem-17287	59	18	operational	operational	ADJ
fbem-17287	59	19	fleet	fleet	NOUN
fbem-17287	59	20	(	(	PUNCT
fbem-17287	59	21	quantity	quantity	NOUN
fbem-17287	59	22	)	)	PUNCT
fbem-17287	59	23	2533	2533	NUM
fbem-17287	59	24	295	295	NUM
fbem-17287	59	25	8.59	8.59	NUM
fbem-17287	59	26	operating	operating	NOUN
fbem-17287	59	27	routes	route	NOUN
fbem-17287	59	28	(	(	PUNCT
fbem-17287	59	29	number	number	NOUN
fbem-17287	59	30	)	)	PUNCT
fbem-17287	59	31	201	201	NUM
fbem-17287	59	32	31	31	NUM
fbem-17287	59	33	6.48	6.48	NUM
fbem-17287	59	34	route	route	NOUN
fbem-17287	59	35	length	length	NOUN
fbem-17287	59	36	(	(	PUNCT
fbem-17287	59	37	kilometers	kilometer	NOUN
fbem-17287	59	38	)	)	PUNCT
fbem-17287	59	39	3323.08	3323.08	NUM
fbem-17287	59	40	520.25	520.25	NUM
fbem-17287	59	41	6.39	6.39	NUM
fbem-17287	59	42	daily	daily	ADJ
fbem-17287	59	43	passenger	passenger	NOUN
fbem-17287	59	44	volume	volume	NOUN
fbem-17287	59	45	(	(	PUNCT
fbem-17287	59	46	ten	ten	NUM
fbem-17287	59	47	thousand	thousand	NUM
fbem-17287	59	48	persontrips	persontrip	NOUN
fbem-17287	59	49	)	)	PUNCT
fbem-17287	59	50	101.73	101.73	NUM
fbem-17287	59	51	35.09	35.09	NUM
fbem-17287	59	52	2.90	2.90	NUM
fbem-17287	59	53	daily	daily	ADJ
fbem-17287	59	54	travel	travel	NOUN
fbem-17287	59	55	distance	distance	NOUN
fbem-17287	59	56	(	(	PUNCT
fbem-17287	59	57	ten	ten	NUM
fbem-17287	59	58	thousand	thousand	NUM
fbem-17287	59	59	kilometers	kilometer	NOUN
fbem-17287	59	60	)	)	PUNCT
fbem-17287	59	61	29.48	29.48	NUM
fbem-17287	59	62	3.58	3.58	NUM
fbem-17287	59	63	8.23	8.23	NUM
fbem-17287	59	64	table	table	NOUN
fbem-17287	59	65	1	1	NUM
fbem-17287	59	66	provides	provide	VERB
fbem-17287	59	67	a	a	DET
fbem-17287	59	68	comparison	comparison	NOUN
fbem-17287	59	69	of	of	ADP
fbem-17287	59	70	public	public	ADJ
fbem-17287	59	71	transportation	transportation	NOUN
fbem-17287	59	72	operational	operational	ADJ
fbem-17287	59	73	data	datum	NOUN
fbem-17287	59	74	between	between	ADP
fbem-17287	59	75	2022	2022	NUM
fbem-17287	59	76	and	and	CCONJ
fbem-17287	59	77	1978	1978	NUM
fbem-17287	59	78	,	,	PUNCT
fbem-17287	59	79	illustrating	illustrate	VERB
fbem-17287	59	80	the	the	DET
fbem-17287	59	81	historical	historical	ADJ
fbem-17287	59	82	evolution	evolution	NOUN
fbem-17287	59	83	of	of	ADP
fbem-17287	59	84	public	public	ADJ
fbem-17287	59	85	transportation	transportation	NOUN
fbem-17287	59	86	in	in	ADP
fbem-17287	59	87	taiyuan	taiyuan	PROPN
fbem-17287	59	88	.	.	PUNCT
fbem-17287	60	1	according	accord	VERB
fbem-17287	60	2	to	to	ADP
fbem-17287	60	3	the	the	DET
fbem-17287	60	4	official	official	ADJ
fbem-17287	60	5	website	website	NOUN
fbem-17287	60	6	of	of	ADP
fbem-17287	60	7	taiyuan	taiyuan	PROPN
fbem-17287	60	8	public	public	ADJ
fbem-17287	60	9	transportation	transportation	NOUN
fbem-17287	60	10	,	,	PUNCT
fbem-17287	60	11	as	as	ADP
fbem-17287	60	12	of	of	ADP
fbem-17287	60	13	the	the	DET
fbem-17287	60	14	end	end	NOUN
fbem-17287	60	15	of	of	ADP
fbem-17287	60	16	2022	2022	NUM
fbem-17287	60	17	,	,	PUNCT
fbem-17287	60	18	there	there	PRON
fbem-17287	60	19	are	be	VERB
fbem-17287	60	20	2,533	2,533	NUM
fbem-17287	60	21	operating	operating	NOUN
fbem-17287	60	22	vehicles	vehicle	NOUN
fbem-17287	60	23	and	and	CCONJ
fbem-17287	60	24	3,227	3,227	NUM
fbem-17287	60	25	total	total	ADJ
fbem-17287	60	26	vehicles	vehicle	NOUN
fbem-17287	60	27	(	(	PUNCT
fbem-17287	60	28	including	include	VERB
fbem-17287	60	29	spare	spare	ADJ
fbem-17287	60	30	ones	one	NOUN
fbem-17287	60	31	)	)	PUNCT
fbem-17287	60	32	in	in	ADP
fbem-17287	60	33	the	the	DET
fbem-17287	60	34	taiyuan	taiyuan	ADJ
fbem-17287	60	35	public	public	ADJ
fbem-17287	60	36	transportation	transportation	NOUN
fbem-17287	60	37	fleet	fleet	NOUN
fbem-17287	60	38	.	.	PUNCT
fbem-17287	61	1	the	the	DET
fbem-17287	61	2	system	system	NOUN
fbem-17287	61	3	operates	operate	VERB
fbem-17287	61	4	on	on	ADP
fbem-17287	61	5	253	253	NUM
fbem-17287	61	6	routes	route	NOUN
fbem-17287	61	7	with	with	ADP
fbem-17287	61	8	a	a	DET
fbem-17287	61	9	total	total	ADJ
fbem-17287	61	10	route	route	NOUN
fbem-17287	61	11	length	length	NOUN
fbem-17287	61	12	of	of	ADP
fbem-17287	61	13	4,103.98	4,103.98	NUM
fbem-17287	61	14	kilometers	kilometer	NOUN
fbem-17287	61	15	and	and	CCONJ
fbem-17287	61	16	a	a	DET
fbem-17287	61	17	network	network	NOUN
fbem-17287	61	18	length	length	NOUN
fbem-17287	61	19	of	of	ADP
fbem-17287	61	20	1,328.5	1,328.5	NUM
fbem-17287	61	21	kilometers	kilometer	NOUN
fbem-17287	61	22	.	.	PUNCT
fbem-17287	62	1	the	the	DET
fbem-17287	62	2	public	public	ADJ
fbem-17287	62	3	transportation	transportation	NOUN
fbem-17287	62	4	system	system	NOUN
fbem-17287	62	5	covers	cover	VERB
fbem-17287	62	6	various	various	ADJ
fbem-17287	62	7	districts	district	NOUN
fbem-17287	62	8	including	include	VERB
fbem-17287	62	9	yingze	yingze	PROPN
fbem-17287	62	10	,	,	PUNCT
fbem-17287	62	11	xiaodian	xiaodian	ADJ
fbem-17287	62	12	,	,	PUNCT
fbem-17287	62	13	jiancaoping	jiancaoping	PROPN
fbem-17287	62	14	,	,	PUNCT
fbem-17287	62	15	xinghualing	xinghualing	NOUN
fbem-17287	62	16	,	,	PUNCT
fbem-17287	62	17	wanbailin	wanbailin	ADJ
fbem-17287	62	18	,	,	PUNCT
fbem-17287	62	19	and	and	CCONJ
fbem-17287	62	20	jinyuan	jinyuan	PROPN
fbem-17287	62	21	,	,	PUNCT
fbem-17287	62	22	and	and	CCONJ
fbem-17287	62	23	extends	extend	VERB
fbem-17287	62	24	to	to	ADP
fbem-17287	62	25	qingxu	qingxu	PROPN
fbem-17287	62	26	county	county	PROPN
fbem-17287	62	27	,	,	PUNCT
fbem-17287	62	28	yangqu	yangqu	PROPN
fbem-17287	62	29	county	county	PROPN
fbem-17287	62	30	,	,	PUNCT
fbem-17287	62	31	and	and	CCONJ
fbem-17287	62	32	gujiao	gujiao	PROPN
fbem-17287	62	33	city	city	NOUN
fbem-17287	62	34	.	.	PUNCT
fbem-17287	63	1	in	in	ADP
fbem-17287	63	2	2022	2022	NUM
fbem-17287	63	3	,	,	PUNCT
fbem-17287	63	4	the	the	DET
fbem-17287	63	5	total	total	ADJ
fbem-17287	63	6	operating	operating	NOUN
fbem-17287	63	7	mileage	mileage	NOUN
fbem-17287	63	8	reached	reach	VERB
fbem-17287	63	9	95.7167	95.7167	NUM
fbem-17287	63	10	million	million	NUM
fbem-17287	63	11	kilometers	kilometer	NOUN
fbem-17287	63	12	,	,	PUNCT
fbem-17287	63	13	averaging	average	VERB
fbem-17287	63	14	262,200	262,200	NUM
fbem-17287	63	15	kilometers	kilometer	NOUN
fbem-17287	63	16	per	per	ADP
fbem-17287	63	17	day	day	NOUN
fbem-17287	63	18	.	.	PUNCT
fbem-17287	64	1	there	there	PRON
fbem-17287	64	2	were	be	VERB
fbem-17287	64	3	3.173	3.173	NUM
fbem-17287	64	4	million	million	NUM
fbem-17287	64	5	operating	operating	NOUN
fbem-17287	64	6	trips	trip	NOUN
fbem-17287	64	7	,	,	PUNCT
fbem-17287	64	8	averaging	average	VERB
fbem-17287	64	9	8,700	8,700	NUM
fbem-17287	64	10	trips	trip	NOUN
fbem-17287	64	11	per	per	ADP
fbem-17287	64	12	day	day	NOUN
fbem-17287	64	13	.	.	PUNCT
fbem-17287	65	1	the	the	DET
fbem-17287	65	2	total	total	ADJ
fbem-17287	65	3	passenger	passenger	NOUN
fbem-17287	65	4	volume	volume	NOUN
fbem-17287	65	5	amounted	amount	VERB
fbem-17287	65	6	to	to	ADP
fbem-17287	65	7	188	188	NUM
fbem-17287	65	8	million	million	NUM
fbem-17287	65	9	people	people	NOUN
fbem-17287	65	10	,	,	PUNCT
fbem-17287	65	11	averaging	average	VERB
fbem-17287	65	12	516,300	516,300	NUM
fbem-17287	65	13	people	people	NOUN
fbem-17287	65	14	per	per	ADP
fbem-17287	65	15	day	day	NOUN
fbem-17287	65	16	(	(	PUNCT
fbem-17287	65	17	including	include	VERB
fbem-17287	65	18	100,200	100,200	NUM
fbem-17287	65	19	free	free	ADJ
fbem-17287	65	20	riders	rider	NOUN
fbem-17287	65	21	per	per	ADP
fbem-17287	65	22	day	day	NOUN
fbem-17287	65	23	)	)	PUNCT
fbem-17287	65	24	.	.	PUNCT
fbem-17287	66	1	payment	payment	NOUN
fbem-17287	66	2	methods	method	NOUN
fbem-17287	66	3	such	such	ADJ
fbem-17287	66	4	as	as	ADP
fbem-17287	66	5	ic	ic	PROPN
fbem-17287	66	6	95	95	NUM
fbem-17287	66	7	cards	card	NOUN
fbem-17287	66	8	,	,	PUNCT
fbem-17287	66	9	qr	qr	PROPN
fbem-17287	66	10	codes	code	NOUN
fbem-17287	66	11	,	,	PUNCT
fbem-17287	66	12	and	and	CCONJ
fbem-17287	66	13	unionpay	unionpay	PROPN
fbem-17287	66	14	accounted	account	VERB
fbem-17287	66	15	for	for	ADP
fbem-17287	66	16	96.96	96.96	NUM
fbem-17287	66	17	%	%	NOUN
fbem-17287	66	18	of	of	ADP
fbem-17287	66	19	total	total	ADJ
fbem-17287	66	20	rides	ride	NOUN
fbem-17287	66	21	.	.	PUNCT
fbem-17287	67	1	with	with	ADP
fbem-17287	67	2	the	the	DET
fbem-17287	67	3	gradual	gradual	ADJ
fbem-17287	67	4	improvement	improvement	NOUN
fbem-17287	67	5	of	of	ADP
fbem-17287	67	6	charging	charge	VERB
fbem-17287	67	7	facilities	facility	NOUN
fbem-17287	67	8	,	,	PUNCT
fbem-17287	67	9	pure	pure	ADJ
fbem-17287	67	10	electric	electric	ADJ
fbem-17287	67	11	buses	bus	NOUN
fbem-17287	67	12	have	have	AUX
fbem-17287	67	13	become	become	VERB
fbem-17287	67	14	increasingly	increasingly	ADV
fbem-17287	67	15	common	common	ADJ
fbem-17287	67	16	in	in	ADP
fbem-17287	67	17	the	the	DET
fbem-17287	67	18	city	city	NOUN
fbem-17287	67	19	of	of	ADP
fbem-17287	67	20	taiyuan	taiyuan	PROPN
fbem-17287	67	21	.	.	PUNCT
fbem-17287	68	1	table	table	NOUN
fbem-17287	68	2	2	2	NUM
fbem-17287	68	3	.	.	PUNCT
fbem-17287	69	1	the	the	DET
fbem-17287	69	2	number	number	NOUN
fbem-17287	69	3	of	of	ADP
fbem-17287	69	4	operating	operate	VERB
fbem-17287	69	5	urban	urban	ADJ
fbem-17287	69	6	public	public	ADJ
fbem-17287	69	7	buses	bus	NOUN
fbem-17287	69	8	and	and	CCONJ
fbem-17287	69	9	passenger	passenger	NOUN
fbem-17287	69	10	volume	volume	NOUN
fbem-17287	69	11	in	in	ADP
fbem-17287	69	12	taiyuan	taiyuan	ADJ
fbem-17287	69	13	city	city	NOUN
fbem-17287	69	14	in	in	ADP
fbem-17287	69	15	recent	recent	ADJ
fbem-17287	69	16	years	year	NOUN
fbem-17287	69	17	year	year	NOUN
fbem-17287	69	18	city	city	NOUN
fbem-17287	69	19	bus	bus	NOUN
fbem-17287	69	20	fleet	fleet	NOUN
fbem-17287	69	21	passenger	passenger	NOUN
fbem-17287	69	22	volume	volume	NOUN
fbem-17287	69	23	(	(	PUNCT
fbem-17287	69	24	10,000	10,000	NUM
fbem-17287	69	25	persons	person	NOUN
fbem-17287	69	26	)	)	PUNCT
fbem-17287	69	27	2022	2022	NUM
fbem-17287	69	28	2533	2533	NUM
fbem-17287	69	29	18800	18800	NUM
fbem-17287	69	30	2021	2021	NUM
fbem-17287	69	31	3656	3656	NUM
fbem-17287	69	32	30257	30257	NUM
fbem-17287	69	33	2020	2020	NUM
fbem-17287	69	34	3725	3725	NUM
fbem-17287	69	35	21151	21151	NUM
fbem-17287	69	36	2019	2019	NUM
fbem-17287	69	37	3533	3533	NUM
fbem-17287	69	38	34485	34485	NUM
fbem-17287	69	39	2018	2018	NUM
fbem-17287	69	40	2521	2521	NUM
fbem-17287	69	41	36775	36775	NUM
fbem-17287	69	42	table	table	NOUN
fbem-17287	69	43	2	2	NUM
fbem-17287	69	44	provides	provide	VERB
fbem-17287	69	45	data	datum	NOUN
fbem-17287	69	46	on	on	ADP
fbem-17287	69	47	the	the	DET
fbem-17287	69	48	number	number	NOUN
fbem-17287	69	49	of	of	ADP
fbem-17287	69	50	urban	urban	ADJ
fbem-17287	69	51	public	public	ADJ
fbem-17287	69	52	transit	transit	NOUN
fbem-17287	69	53	operational	operational	ADJ
fbem-17287	69	54	vehicles	vehicle	NOUN
fbem-17287	69	55	and	and	CCONJ
fbem-17287	69	56	passenger	passenger	NOUN
fbem-17287	69	57	volume	volume	NOUN
fbem-17287	69	58	from	from	ADP
fbem-17287	69	59	2018	2018	NUM
fbem-17287	69	60	to	to	ADP
fbem-17287	69	61	2022	2022	NUM
fbem-17287	69	62	.	.	PUNCT
fbem-17287	70	1	from	from	ADP
fbem-17287	70	2	the	the	DET
fbem-17287	70	3	data	datum	NOUN
fbem-17287	70	4	,	,	PUNCT
fbem-17287	70	5	it	it	PRON
fbem-17287	70	6	is	be	AUX
fbem-17287	70	7	evident	evident	ADJ
fbem-17287	70	8	that	that	SCONJ
fbem-17287	70	9	despite	despite	SCONJ
fbem-17287	70	10	a	a	DET
fbem-17287	70	11	significant	significant	ADJ
fbem-17287	70	12	decrease	decrease	NOUN
fbem-17287	70	13	in	in	ADP
fbem-17287	70	14	the	the	DET
fbem-17287	70	15	quantity	quantity	NOUN
fbem-17287	70	16	of	of	ADP
fbem-17287	70	17	operational	operational	ADJ
fbem-17287	70	18	vehicles	vehicle	NOUN
fbem-17287	70	19	and	and	CCONJ
fbem-17287	70	20	passenger	passenger	NOUN
fbem-17287	70	21	volume	volume	NOUN
fbem-17287	70	22	in	in	ADP
fbem-17287	70	23	2022	2022	NUM
fbem-17287	70	24	due	due	ADP
fbem-17287	70	25	to	to	ADP
fbem-17287	70	26	the	the	DET
fbem-17287	70	27	impact	impact	NOUN
fbem-17287	70	28	of	of	ADP
fbem-17287	70	29	the	the	DET
fbem-17287	70	30	pandemic	pandemic	NOUN
fbem-17287	70	31	,	,	PUNCT
fbem-17287	70	32	there	there	PRON
fbem-17287	70	33	is	be	VERB
fbem-17287	70	34	a	a	DET
fbem-17287	70	35	noticeable	noticeable	ADJ
fbem-17287	70	36	trend	trend	NOUN
fbem-17287	70	37	of	of	ADP
fbem-17287	70	38	steady	steady	ADJ
fbem-17287	70	39	growth	growth	NOUN
fbem-17287	70	40	in	in	ADP
fbem-17287	70	41	the	the	DET
fbem-17287	70	42	number	number	NOUN
fbem-17287	70	43	of	of	ADP
fbem-17287	70	44	urban	urban	ADJ
fbem-17287	70	45	public	public	ADJ
fbem-17287	70	46	transit	transit	NOUN
fbem-17287	70	47	operational	operational	ADJ
fbem-17287	70	48	vehicles	vehicle	NOUN
fbem-17287	70	49	in	in	ADP
fbem-17287	70	50	taiyuan	taiyuan	PROPN
fbem-17287	70	51	city	city	PROPN
fbem-17287	70	52	.	.	PUNCT
fbem-17287	71	1	this	this	PRON
fbem-17287	71	2	indicates	indicate	VERB
fbem-17287	71	3	that	that	SCONJ
fbem-17287	71	4	the	the	DET
fbem-17287	71	5	infrastructure	infrastructure	NOUN
fbem-17287	71	6	development	development	NOUN
fbem-17287	71	7	for	for	ADP
fbem-17287	71	8	smart	smart	ADJ
fbem-17287	71	9	public	public	ADJ
fbem-17287	71	10	transit	transit	NOUN
fbem-17287	71	11	in	in	ADP
fbem-17287	71	12	taiyuan	taiyuan	ADJ
fbem-17287	71	13	city	city	PROPN
fbem-17287	71	14	is	be	AUX
fbem-17287	71	15	progressing	progress	VERB
fbem-17287	71	16	steadily	steadily	ADV
fbem-17287	71	17	.	.	PUNCT
fbem-17287	72	1	3.3	3.3	NUM
fbem-17287	72	2	.	.	PUNCT
fbem-17287	73	1	taiyuan	taiyuan	PROPN
fbem-17287	73	2	's	's	PART
fbem-17287	73	3	smart	smart	ADJ
fbem-17287	73	4	public	public	ADJ
fbem-17287	73	5	transit	transit	NOUN
fbem-17287	73	6	keeps	keep	VERB
fbem-17287	73	7	advancing	advance	VERB
fbem-17287	73	8	the	the	DET
fbem-17287	73	9	new	new	ADJ
fbem-17287	73	10	electric	electric	ADJ
fbem-17287	73	11	buses	bus	NOUN
fbem-17287	73	12	in	in	ADP
fbem-17287	73	13	taiyuan	taiyuan	NOUN
fbem-17287	73	14	are	be	AUX
fbem-17287	73	15	equipped	equip	VERB
fbem-17287	73	16	with	with	ADP
fbem-17287	73	17	coin	coin	NOUN
fbem-17287	73	18	boxes	box	NOUN
fbem-17287	73	19	featuring	feature	VERB
fbem-17287	73	20	two	two	NUM
fbem-17287	73	21	coin	coin	NOUN
fbem-17287	73	22	slots	slot	NOUN
fbem-17287	73	23	,	,	PUNCT
fbem-17287	73	24	accepting	accept	VERB
fbem-17287	73	25	both	both	DET
fbem-17287	73	26	paper	paper	NOUN
fbem-17287	73	27	bills	bill	NOUN
fbem-17287	73	28	and	and	CCONJ
fbem-17287	73	29	coins	coin	NOUN
fbem-17287	73	30	.	.	PUNCT
fbem-17287	74	1	the	the	DET
fbem-17287	74	2	updated	update	VERB
fbem-17287	74	3	coin	coin	NOUN
fbem-17287	74	4	boxes	box	NOUN
fbem-17287	74	5	also	also	ADV
fbem-17287	74	6	have	have	VERB
fbem-17287	74	7	functions	function	NOUN
fbem-17287	74	8	such	such	ADJ
fbem-17287	74	9	as	as	ADP
fbem-17287	74	10	identifying	identify	VERB
fbem-17287	74	11	counterfeit	counterfeit	ADJ
fbem-17287	74	12	tickets	ticket	NOUN
fbem-17287	74	13	,	,	PUNCT
fbem-17287	74	14	checking	check	VERB
fbem-17287	74	15	the	the	DET
fbem-17287	74	16	denomination	denomination	NOUN
fbem-17287	74	17	of	of	ADP
fbem-17287	74	18	banknotes	banknote	NOUN
fbem-17287	74	19	,	,	PUNCT
fbem-17287	74	20	and	and	CCONJ
fbem-17287	74	21	reading	read	VERB
fbem-17287	74	22	the	the	DET
fbem-17287	74	23	quantity	quantity	NOUN
fbem-17287	74	24	and	and	CCONJ
fbem-17287	74	25	amount	amount	NOUN
fbem-17287	74	26	of	of	ADP
fbem-17287	74	27	the	the	DET
fbem-17287	74	28	bills	bill	NOUN
fbem-17287	74	29	.	.	PUNCT
fbem-17287	75	1	after	after	SCONJ
fbem-17287	75	2	passengers	passenger	NOUN
fbem-17287	75	3	insert	insert	VERB
fbem-17287	75	4	coins	coin	NOUN
fbem-17287	75	5	,	,	PUNCT
fbem-17287	75	6	the	the	DET
fbem-17287	75	7	system	system	NOUN
fbem-17287	75	8	automatically	automatically	ADV
fbem-17287	75	9	detects	detect	VERB
fbem-17287	75	10	whether	whether	SCONJ
fbem-17287	75	11	counterfeit	counterfeit	ADJ
fbem-17287	75	12	money	money	NOUN
fbem-17287	75	13	is	be	AUX
fbem-17287	75	14	used	use	VERB
fbem-17287	75	15	and	and	CCONJ
fbem-17287	75	16	displays	display	VERB
fbem-17287	75	17	the	the	DET
fbem-17287	75	18	amount	amount	NOUN
fbem-17287	75	19	on	on	ADP
fbem-17287	75	20	the	the	DET
fbem-17287	75	21	machine	machine	NOUN
fbem-17287	75	22	.	.	PUNCT
fbem-17287	76	1	the	the	DET
fbem-17287	76	2	card	card	NOUN
fbem-17287	76	3	reader	reader	NOUN
fbem-17287	76	4	can	can	AUX
fbem-17287	76	5	automatically	automatically	ADV
fbem-17287	76	6	recognize	recognize	VERB
fbem-17287	76	7	various	various	ADJ
fbem-17287	76	8	cards	card	NOUN
fbem-17287	76	9	like	like	ADP
fbem-17287	76	10	the	the	DET
fbem-17287	76	11	taiyuan	taiyuan	ADJ
fbem-17287	76	12	public	public	PROPN
fbem-17287	76	13	transit	transit	NOUN
fbem-17287	76	14	card	card	NOUN
fbem-17287	76	15	,	,	PUNCT
fbem-17287	76	16	senior	senior	ADJ
fbem-17287	76	17	citizen	citizen	NOUN
fbem-17287	76	18	card	card	NOUN
fbem-17287	76	19	,	,	PUNCT
fbem-17287	76	20	and	and	CCONJ
fbem-17287	76	21	student	student	NOUN
fbem-17287	76	22	card	card	NOUN
fbem-17287	76	23	,	,	PUNCT
fbem-17287	76	24	deducting	deduct	VERB
fbem-17287	76	25	the	the	DET
fbem-17287	76	26	corresponding	corresponding	ADJ
fbem-17287	76	27	amount	amount	NOUN
fbem-17287	76	28	,	,	PUNCT
fbem-17287	76	29	which	which	PRON
fbem-17287	76	30	is	be	AUX
fbem-17287	76	31	also	also	ADV
fbem-17287	76	32	displayed	display	VERB
fbem-17287	76	33	on	on	ADP
fbem-17287	76	34	the	the	DET
fbem-17287	76	35	machine	machine	NOUN
fbem-17287	76	36	.	.	PUNCT
fbem-17287	77	1	cash	cash	NOUN
fbem-17287	77	2	,	,	PUNCT
fbem-17287	77	3	public	public	ADJ
fbem-17287	77	4	transit	transit	NOUN
fbem-17287	77	5	cards	card	NOUN
fbem-17287	77	6	,	,	PUNCT
fbem-17287	77	7	bank	bank	NOUN
fbem-17287	77	8	cards	card	NOUN
fbem-17287	77	9	,	,	PUNCT
fbem-17287	77	10	taiyuan	taiyuan	ADJ
fbem-17287	77	11	public	public	PROPN
fbem-17287	77	12	transit	transit	PROPN
fbem-17287	77	13	app	app	PROPN
fbem-17287	77	14	,	,	PUNCT
fbem-17287	77	15	alipay	alipay	PROPN
fbem-17287	77	16	,	,	PUNCT
fbem-17287	77	17	and	and	CCONJ
fbem-17287	77	18	other	other	ADJ
fbem-17287	77	19	payment	payment	NOUN
fbem-17287	77	20	methods	method	NOUN
fbem-17287	77	21	are	be	AUX
fbem-17287	77	22	fully	fully	ADV
fbem-17287	77	23	covered	cover	VERB
fbem-17287	77	24	for	for	ADP
fbem-17287	77	25	public	public	ADJ
fbem-17287	77	26	transportation	transportation	NOUN
fbem-17287	77	27	in	in	ADP
fbem-17287	77	28	taiyuan	taiyuan	PROPN
fbem-17287	77	29	.	.	PUNCT
fbem-17287	78	1	the	the	DET
fbem-17287	78	2	intelligent	intelligent	ADJ
fbem-17287	78	3	safety	safety	NOUN
fbem-17287	78	4	system	system	NOUN
fbem-17287	78	5	ensures	ensure	VERB
fbem-17287	78	6	that	that	SCONJ
fbem-17287	78	7	the	the	DET
fbem-17287	78	8	bus	bus	NOUN
fbem-17287	78	9	can	can	AUX
fbem-17287	78	10	not	not	PART
fbem-17287	78	11	start	start	VERB
fbem-17287	78	12	if	if	SCONJ
fbem-17287	78	13	the	the	DET
fbem-17287	78	14	doors	door	NOUN
fbem-17287	78	15	are	be	AUX
fbem-17287	78	16	not	not	PART
fbem-17287	78	17	properly	properly	ADV
fbem-17287	78	18	closed	closed	ADJ
fbem-17287	78	19	,	,	PUNCT
fbem-17287	78	20	preventing	prevent	VERB
fbem-17287	78	21	accidents	accident	NOUN
fbem-17287	78	22	caused	cause	VERB
fbem-17287	78	23	by	by	ADP
fbem-17287	78	24	prematurely	prematurely	ADV
fbem-17287	78	25	closing	close	VERB
fbem-17287	78	26	doors	door	NOUN
fbem-17287	78	27	in	in	ADP
fbem-17287	78	28	crowded	crowded	ADJ
fbem-17287	78	29	conditions	condition	NOUN
fbem-17287	78	30	.	.	PUNCT
fbem-17287	79	1	the	the	DET
fbem-17287	79	2	bus	bus	NOUN
fbem-17287	79	3	is	be	AUX
fbem-17287	79	4	equipped	equip	VERB
fbem-17287	79	5	with	with	ADP
fbem-17287	79	6	seven	seven	NUM
fbem-17287	79	7	cameras	camera	NOUN
fbem-17287	79	8	,	,	PUNCT
fbem-17287	79	9	providing	provide	VERB
fbem-17287	79	10	comprehensive	comprehensive	ADJ
fbem-17287	79	11	surveillance	surveillance	NOUN
fbem-17287	79	12	with	with	ADP
fbem-17287	79	13	no	no	DET
fbem-17287	79	14	blind	blind	ADJ
fbem-17287	79	15	spots	spot	NOUN
fbem-17287	79	16	,	,	PUNCT
fbem-17287	79	17	ensuring	ensure	VERB
fbem-17287	79	18	the	the	DET
fbem-17287	79	19	security	security	NOUN
fbem-17287	79	20	of	of	ADP
fbem-17287	79	21	passengers	passenger	NOUN
fbem-17287	79	22	'	'	PART
fbem-17287	79	23	belongings	belonging	NOUN
fbem-17287	79	24	and	and	CCONJ
fbem-17287	79	25	personal	personal	ADJ
fbem-17287	79	26	safety	safety	NOUN
fbem-17287	79	27	.	.	PUNCT
fbem-17287	80	1	emergency	emergency	NOUN
fbem-17287	80	2	window	window	NOUN
fbem-17287	80	3	-	-	PUNCT
fbem-17287	80	4	breaking	break	VERB
fbem-17287	80	5	hammers	hammer	NOUN
fbem-17287	80	6	are	be	AUX
fbem-17287	80	7	placed	place	VERB
fbem-17287	80	8	next	next	ADV
fbem-17287	80	9	to	to	ADP
fbem-17287	80	10	the	the	DET
fbem-17287	80	11	windows	window	NOUN
fbem-17287	80	12	,	,	PUNCT
fbem-17287	80	13	allowing	allow	VERB
fbem-17287	80	14	passengers	passenger	NOUN
fbem-17287	80	15	or	or	CCONJ
fbem-17287	80	16	drivers	driver	NOUN
fbem-17287	80	17	to	to	PART
fbem-17287	80	18	easily	easily	ADV
fbem-17287	80	19	break	break	VERB
fbem-17287	80	20	windows	window	NOUN
fbem-17287	80	21	in	in	ADP
fbem-17287	80	22	case	case	NOUN
fbem-17287	80	23	of	of	ADP
fbem-17287	80	24	danger	danger	NOUN
fbem-17287	80	25	,	,	PUNCT
fbem-17287	80	26	facilitating	facilitate	VERB
fbem-17287	80	27	evacuation	evacuation	NOUN
fbem-17287	80	28	and	and	CCONJ
fbem-17287	80	29	operations	operation	NOUN
fbem-17287	80	30	.	.	PUNCT
fbem-17287	81	1	the	the	DET
fbem-17287	81	2	real	real	ADJ
fbem-17287	81	3	-	-	PUNCT
fbem-17287	81	4	time	time	NOUN
fbem-17287	81	5	public	public	ADJ
fbem-17287	81	6	transit	transit	NOUN
fbem-17287	81	7	service	service	NOUN
fbem-17287	81	8	on	on	ADP
fbem-17287	81	9	amap	amap	NOUN
fbem-17287	81	10	significantly	significantly	ADV
fbem-17287	81	11	reduces	reduce	VERB
fbem-17287	81	12	passengers	passenger	NOUN
fbem-17287	81	13	'	'	PART
fbem-17287	81	14	waiting	waiting	NOUN
fbem-17287	81	15	time	time	NOUN
fbem-17287	81	16	by	by	ADP
fbem-17287	81	17	allowing	allow	VERB
fbem-17287	81	18	them	they	PRON
fbem-17287	81	19	to	to	PART
fbem-17287	81	20	view	view	VERB
fbem-17287	81	21	the	the	DET
fbem-17287	81	22	bus	bus	NOUN
fbem-17287	81	23	's	's	PART
fbem-17287	81	24	real	real	ADJ
fbem-17287	81	25	-	-	PUNCT
fbem-17287	81	26	time	time	NOUN
fbem-17287	81	27	location	location	NOUN
fbem-17287	81	28	,	,	PUNCT
fbem-17287	81	29	the	the	DET
fbem-17287	81	30	number	number	NOUN
fbem-17287	81	31	of	of	ADP
fbem-17287	81	32	stops	stop	NOUN
fbem-17287	81	33	remaining	remain	VERB
fbem-17287	81	34	,	,	PUNCT
fbem-17287	81	35	and	and	CCONJ
fbem-17287	81	36	estimated	estimate	VERB
fbem-17287	81	37	time	time	NOUN
fbem-17287	81	38	to	to	PART
fbem-17287	81	39	reach	reach	VERB
fbem-17287	81	40	the	the	DET
fbem-17287	81	41	destination	destination	NOUN
fbem-17287	81	42	through	through	ADP
fbem-17287	81	43	the	the	DET
fbem-17287	81	44	mobile	mobile	ADJ
fbem-17287	81	45	app	app	NOUN
fbem-17287	81	46	.	.	PROPN
fbem-17287	81	47	3.4	3.4	NUM
fbem-17287	81	48	.	.	PUNCT
fbem-17287	81	49	affordable	affordable	ADJ
fbem-17287	81	50	fare	fare	NOUN
fbem-17287	81	51	rates	rate	NOUN
fbem-17287	81	52	for	for	ADP
fbem-17287	81	53	taiyuan	taiyuan	PROPN
fbem-17287	81	54	's	's	PART
fbem-17287	81	55	smart	smart	ADJ
fbem-17287	81	56	public	public	ADJ
fbem-17287	81	57	transit	transit	NOUN
fbem-17287	81	58	whether	whether	SCONJ
fbem-17287	81	59	it	it	PRON
fbem-17287	81	60	's	be	AUX
fbem-17287	81	61	the	the	DET
fbem-17287	81	62	new	new	ADJ
fbem-17287	81	63	electric	electric	ADJ
fbem-17287	81	64	buses	bus	NOUN
fbem-17287	81	65	or	or	CCONJ
fbem-17287	81	66	those	those	PRON
fbem-17287	81	67	with	with	ADP
fbem-17287	81	68	air	air	NOUN
fbem-17287	81	69	conditioning	conditioning	NOUN
fbem-17287	81	70	during	during	ADP
fbem-17287	81	71	the	the	DET
fbem-17287	81	72	summer	summer	NOUN
fbem-17287	81	73	,	,	PUNCT
fbem-17287	81	74	taiyuan	taiyuan	PROPN
fbem-17287	81	75	's	's	PART
fbem-17287	81	76	public	public	ADJ
fbem-17287	81	77	transit	transit	NOUN
fbem-17287	81	78	fares	fare	NOUN
fbem-17287	81	79	remain	remain	VERB
fbem-17287	81	80	unchanged	unchanged	ADJ
fbem-17287	81	81	,	,	PUNCT
fbem-17287	81	82	consistently	consistently	ADV
fbem-17287	81	83	at	at	ADP
fbem-17287	81	84	one	one	NUM
fbem-17287	81	85	yuan	yuan	NOUN
fbem-17287	81	86	for	for	ADP
fbem-17287	81	87	the	the	DET
fbem-17287	81	88	entire	entire	ADJ
fbem-17287	81	89	journey	journey	NOUN
fbem-17287	81	90	.	.	PUNCT
fbem-17287	82	1	this	this	PRON
fbem-17287	82	2	is	be	AUX
fbem-17287	82	3	a	a	DET
fbem-17287	82	4	highly	highly	ADV
fbem-17287	82	5	commendable	commendable	ADJ
fbem-17287	82	6	inclusive	inclusive	ADJ
fbem-17287	82	7	policy	policy	NOUN
fbem-17287	82	8	in	in	ADP
fbem-17287	82	9	a	a	DET
fbem-17287	82	10	provincial	provincial	ADJ
fbem-17287	82	11	capital	capital	NOUN
fbem-17287	82	12	city	city	NOUN
fbem-17287	82	13	.	.	PUNCT
fbem-17287	83	1	additionally	additionally	ADV
fbem-17287	83	2	,	,	PUNCT
fbem-17287	83	3	the	the	DET
fbem-17287	83	4	public	public	ADJ
fbem-17287	83	5	transit	transit	NOUN
fbem-17287	83	6	card	card	NOUN
fbem-17287	83	7	costs	cost	VERB
fbem-17287	83	8	0.5	0.5	NUM
fbem-17287	83	9	yuan	yuan	NOUN
fbem-17287	83	10	,	,	PUNCT
fbem-17287	83	11	the	the	DET
fbem-17287	83	12	student	student	NOUN
fbem-17287	83	13	card	card	NOUN
fbem-17287	83	14	is	be	AUX
fbem-17287	83	15	priced	price	VERB
fbem-17287	83	16	at	at	ADP
fbem-17287	83	17	0.25	0.25	NUM
fbem-17287	83	18	yuan	yuan	NOUN
fbem-17287	83	19	,	,	PUNCT
fbem-17287	83	20	and	and	CCONJ
fbem-17287	83	21	the	the	DET
fbem-17287	83	22	senior	senior	ADJ
fbem-17287	83	23	citizen	citizen	NOUN
fbem-17287	83	24	card	card	NOUN
fbem-17287	83	25	is	be	AUX
fbem-17287	83	26	free	free	ADJ
fbem-17287	83	27	of	of	ADP
fbem-17287	83	28	charge	charge	NOUN
fbem-17287	83	29	.	.	PUNCT
fbem-17287	84	1	to	to	PART
fbem-17287	84	2	alleviate	alleviate	VERB
fbem-17287	84	3	congestion	congestion	NOUN
fbem-17287	84	4	,	,	PUNCT
fbem-17287	84	5	taiyuan	taiyuan	PROPN
fbem-17287	84	6	has	have	AUX
fbem-17287	84	7	introduced	introduce	VERB
fbem-17287	84	8	express	express	ADJ
fbem-17287	84	9	buses	bus	NOUN
fbem-17287	84	10	on	on	ADP
fbem-17287	84	11	top	top	NOUN
fbem-17287	84	12	of	of	ADP
fbem-17287	84	13	regular	regular	ADJ
fbem-17287	84	14	routes	route	NOUN
fbem-17287	84	15	,	,	PUNCT
fbem-17287	84	16	stopping	stop	VERB
fbem-17287	84	17	only	only	ADV
fbem-17287	84	18	at	at	ADP
fbem-17287	84	19	stations	station	NOUN
fbem-17287	84	20	with	with	ADP
fbem-17287	84	21	many	many	ADJ
fbem-17287	84	22	alighting	alighting	ADJ
fbem-17287	84	23	passengers	passenger	NOUN
fbem-17287	84	24	and	and	CCONJ
fbem-17287	84	25	skipping	skip	VERB
fbem-17287	84	26	stations	station	NOUN
fbem-17287	84	27	with	with	ADP
fbem-17287	84	28	fewer	few	ADJ
fbem-17287	84	29	alighting	alighting	ADJ
fbem-17287	84	30	passengers	passenger	NOUN
fbem-17287	84	31	.	.	PUNCT
fbem-17287	85	1	these	these	DET
fbem-17287	85	2	buses	bus	NOUN
fbem-17287	85	3	,	,	PUNCT
fbem-17287	85	4	identified	identify	VERB
fbem-17287	85	5	by	by	ADP
fbem-17287	85	6	a	a	DET
fbem-17287	85	7	'	'	PUNCT
fbem-17287	85	8	k	k	NOUN
fbem-17287	85	9	'	'	PUNCT
fbem-17287	85	10	in	in	ADP
fbem-17287	85	11	their	their	PRON
fbem-17287	85	12	route	route	NOUN
fbem-17287	85	13	numbers	number	NOUN
fbem-17287	85	14	,	,	PUNCT
fbem-17287	85	15	operate	operate	VERB
fbem-17287	85	16	at	at	ADP
fbem-17287	85	17	specific	specific	ADJ
fbem-17287	85	18	times	time	NOUN
fbem-17287	85	19	.	.	PUNCT
fbem-17287	86	1	this	this	PRON
fbem-17287	86	2	greatly	greatly	ADV
fbem-17287	86	3	facilitates	facilitate	VERB
fbem-17287	86	4	the	the	DET
fbem-17287	86	5	daily	daily	ADJ
fbem-17287	86	6	commute	commute	NOUN
fbem-17287	86	7	during	during	ADP
fbem-17287	86	8	peak	peak	NOUN
fbem-17287	86	9	hours	hour	NOUN
fbem-17287	86	10	for	for	ADP
fbem-17287	86	11	some	some	DET
fbem-17287	86	12	working	work	VERB
fbem-17287	86	13	individuals	individual	NOUN
fbem-17287	86	14	,	,	PUNCT
fbem-17287	86	15	addressing	address	VERB
fbem-17287	86	16	issues	issue	NOUN
fbem-17287	86	17	such	such	ADJ
fbem-17287	86	18	as	as	ADP
fbem-17287	86	19	long	long	ADJ
fbem-17287	86	20	travel	travel	NOUN
fbem-17287	86	21	times	time	NOUN
fbem-17287	86	22	,	,	PUNCT
fbem-17287	86	23	extended	extend	VERB
fbem-17287	86	24	boarding	boarding	NOUN
fbem-17287	86	25	times	time	NOUN
fbem-17287	86	26	,	,	PUNCT
fbem-17287	86	27	and	and	CCONJ
fbem-17287	86	28	difficulties	difficulty	NOUN
fbem-17287	86	29	in	in	ADP
fbem-17287	86	30	waiting	wait	VERB
fbem-17287	86	31	for	for	ADP
fbem-17287	86	32	buses	bus	NOUN
fbem-17287	86	33	on	on	ADP
fbem-17287	86	34	multiple	multiple	ADJ
fbem-17287	86	35	routes	route	NOUN
fbem-17287	86	36	.	.	PUNCT
fbem-17287	87	1	4	4	X
fbem-17287	87	2	.	.	X
fbem-17287	87	3	real	real	ADJ
fbem-17287	87	4	constraints	constraint	NOUN
fbem-17287	87	5	on	on	ADP
fbem-17287	87	6	advancing	advance	VERB
fbem-17287	87	7	the	the	DET
fbem-17287	87	8	development	development	NOUN
fbem-17287	87	9	of	of	ADP
fbem-17287	87	10	smart	smart	ADJ
fbem-17287	87	11	public	public	ADJ
fbem-17287	87	12	transit	transit	NOUN
fbem-17287	87	13	in	in	ADP
fbem-17287	87	14	taiyuan	taiyuan	PROPN
fbem-17287	87	15	city	city	PROPN
fbem-17287	87	16	.	.	PUNCT
fbem-17287	88	1	despite	despite	SCONJ
fbem-17287	88	2	having	have	VERB
fbem-17287	88	3	significant	significant	ADJ
fbem-17287	88	4	advantages	advantage	NOUN
fbem-17287	88	5	in	in	ADP
fbem-17287	88	6	terms	term	NOUN
fbem-17287	88	7	of	of	ADP
fbem-17287	88	8	geographical	geographical	ADJ
fbem-17287	88	9	location	location	NOUN
fbem-17287	88	10	,	,	PUNCT
fbem-17287	88	11	infrastructure	infrastructure	NOUN
fbem-17287	88	12	,	,	PUNCT
fbem-17287	88	13	commuting	commuting	NOUN
fbem-17287	88	14	methods	method	NOUN
fbem-17287	88	15	,	,	PUNCT
fbem-17287	88	16	and	and	CCONJ
fbem-17287	88	17	fare	fare	VERB
fbem-17287	88	18	rates	rate	NOUN
fbem-17287	88	19	,	,	PUNCT
fbem-17287	88	20	taiyuan	taiyuan	ADJ
fbem-17287	88	21	city	city	PROPN
fbem-17287	88	22	still	still	ADV
fbem-17287	88	23	lags	lag	VERB
fbem-17287	88	24	behind	behind	ADV
fbem-17287	88	25	when	when	SCONJ
fbem-17287	88	26	compared	compare	VERB
fbem-17287	88	27	horizontally	horizontally	ADV
fbem-17287	88	28	with	with	ADP
fbem-17287	88	29	various	various	ADJ
fbem-17287	88	30	central	central	ADJ
fbem-17287	88	31	cities	city	NOUN
fbem-17287	88	32	in	in	ADP
fbem-17287	88	33	terms	term	NOUN
fbem-17287	88	34	of	of	ADP
fbem-17287	88	35	passenger	passenger	NOUN
fbem-17287	88	36	volume	volume	NOUN
fbem-17287	88	37	.	.	PUNCT
fbem-17287	89	1	table	table	NOUN
fbem-17287	89	2	3	3	NUM
fbem-17287	89	3	.	.	PUNCT
fbem-17287	90	1	december	december	PROPN
fbem-17287	90	2	2022	2022	NUM
fbem-17287	90	3	partial	partial	ADJ
fbem-17287	90	4	central	central	ADJ
fbem-17287	90	5	city	city	NOUN
fbem-17287	90	6	passenger	passenger	NOUN
fbem-17287	90	7	traffic	traffic	NOUN
fbem-17287	90	8	region	region	NOUN
fbem-17287	90	9	total	total	ADJ
fbem-17287	90	10	passenger	passenger	NOUN
fbem-17287	90	11	volume	volume	NOUN
fbem-17287	90	12	(	(	PUNCT
fbem-17287	90	13	public	public	ADJ
fbem-17287	90	14	bus	bus	NOUN
fbem-17287	90	15	and	and	CCONJ
fbem-17287	90	16	electric	electric	PROPN
fbem-17287	90	17	tram	tram	PROPN
fbem-17287	90	18	)	)	PUNCT
fbem-17287	90	19	begin	begin	VERB
fbem-17287	90	20	of	of	ADP
fbem-17287	90	21	the	the	DET
fbem-17287	90	22	year	year	NOUN
fbem-17287	90	23	cumul	cumul	NOUN
fbem-17287	90	24	-	-	PUNCT
fbem-17287	90	25	ative	ative	NOUN
fbem-17287	90	26	this	this	DET
fbem-17287	90	27	month	month	NOUN
fbem-17287	90	28	growth	growth	NOUN
fbem-17287	90	29	rate%	rate%	VERB
fbem-17287	90	30	begin	begin	VERB
fbem-17287	90	31	of	of	ADP
fbem-17287	90	32	the	the	DET
fbem-17287	90	33	year	year	NOUN
fbem-17287	90	34	cumul	cumul	NOUN
fbem-17287	90	35	-	-	PUNCT
fbem-17287	90	36	ative	ative	NOUN
fbem-17287	90	37	this	this	DET
fbem-17287	90	38	month	month	NOUN
fbem-17287	90	39	the	the	DET
fbem-17287	90	40	same	same	ADJ
fbem-17287	90	41	period	period	NOUN
fbem-17287	90	42	%	%	NOUN
fbem-17287	90	43	beijing	beijing	PROPN
fbem-17287	90	44	417411	417411	NUM
fbem-17287	90	45	19221	19221	NUM
fbem-17287	91	1	-25.2	-25.2	NUM
fbem-17287	91	2	172559	172559	NUM
fbem-17287	92	1	9236	9236	NUM
fbem-17287	92	2	-24.9	-24.9	NUM
fbem-17287	92	3	tianjin	tianjin	PROPN
fbem-17287	92	4	76696	76696	NUM
fbem-17287	92	5	4790	4790	NUM
fbem-17287	92	6	-34.4	-34.4	NUM
fbem-17287	92	7	43959	43959	NUM
fbem-17287	92	8	2675	2675	NUM
fbem-17287	92	9	-34.7	-34.7	NOUN
fbem-17287	92	10	shijiazhuang	shijiazhuang	X
fbem-17287	92	11	30479	30479	NUM
fbem-17287	92	12	1080	1080	NUM
fbem-17287	92	13	-5.9	-5.9	NOUN
fbem-17287	92	14	14370	14370	NUM
fbem-17287	92	15	456	456	NUM
fbem-17287	92	16	-11	-11	SYM
fbem-17287	92	17	taiyuan	taiyuan	NOUN
fbem-17287	92	18	30921	30921	NUM
fbem-17287	92	19	1202	1202	NUM
fbem-17287	92	20	-23.7	-23.7	NUM
fbem-17287	92	21	18198	18198	NUM
fbem-17287	92	22	569	569	NUM
fbem-17287	92	23	-24.1	-24.1	ADV
fbem-17287	92	24	hohhot	hohhot	ADJ
fbem-17287	92	25	18762	18762	NUM
fbem-17287	92	26	344	344	NUM
fbem-17287	92	27	-40.8	-40.8	NUM
fbem-17287	92	28	12164	12164	NUM
fbem-17287	92	29	157	157	NUM
fbem-17287	92	30	-34.8	-34.8	PROPN
fbem-17287	92	31	table	table	NOUN
fbem-17287	92	32	3	3	NUM
fbem-17287	92	33	provides	provide	VERB
fbem-17287	92	34	data	datum	NOUN
fbem-17287	92	35	on	on	ADP
fbem-17287	92	36	the	the	DET
fbem-17287	92	37	total	total	ADJ
fbem-17287	92	38	passenger	passenger	NOUN
fbem-17287	92	39	volume	volume	NOUN
fbem-17287	92	40	and	and	CCONJ
fbem-17287	92	41	the	the	DET
fbem-17287	92	42	number	number	NOUN
fbem-17287	92	43	of	of	ADP
fbem-17287	92	44	public	public	ADJ
fbem-17287	92	45	buses	bus	NOUN
fbem-17287	92	46	and	and	CCONJ
fbem-17287	92	47	electric	electric	ADJ
fbem-17287	92	48	trams	tram	NOUN
fbem-17287	92	49	in	in	ADP
fbem-17287	92	50	some	some	DET
fbem-17287	92	51	major	major	ADJ
fbem-17287	92	52	cities	city	NOUN
fbem-17287	92	53	across	across	ADP
fbem-17287	92	54	the	the	DET
fbem-17287	92	55	country	country	NOUN
fbem-17287	92	56	as	as	ADP
fbem-17287	92	57	of	of	ADP
fbem-17287	92	58	december	december	PROPN
fbem-17287	92	59	2022	2022	NUM
fbem-17287	92	60	.	.	PUNCT
fbem-17287	93	1	according	accord	VERB
fbem-17287	93	2	to	to	ADP
fbem-17287	93	3	the	the	DET
fbem-17287	93	4	data	datum	NOUN
fbem-17287	93	5	from	from	ADP
fbem-17287	93	6	december	december	PROPN
fbem-17287	93	7	2022	2022	NUM
fbem-17287	93	8	,	,	PUNCT
fbem-17287	93	9	the	the	DET
fbem-17287	93	10	pandemic	pandemic	NOUN
fbem-17287	93	11	has	have	AUX
fbem-17287	93	12	indeed	indeed	ADV
fbem-17287	93	13	impacted	impact	VERB
fbem-17287	93	14	the	the	DET
fbem-17287	93	15	public	public	ADJ
fbem-17287	93	16	transportation	transportation	NOUN
fbem-17287	93	17	passenger	passenger	NOUN
fbem-17287	93	18	volumes	volume	NOUN
fbem-17287	93	19	in	in	ADP
fbem-17287	93	20	major	major	ADJ
fbem-17287	93	21	cities	city	NOUN
fbem-17287	93	22	.	.	PUNCT
fbem-17287	94	1	taiyuan	taiyuan	PROPN
fbem-17287	94	2	city	city	PROPN
fbem-17287	94	3	surpasses	surpass	VERB
fbem-17287	94	4	cities	city	NOUN
fbem-17287	94	5	such	such	ADJ
fbem-17287	94	6	as	as	ADP
fbem-17287	94	7	yinchuan	yinchuan	PROPN
fbem-17287	94	8	,	,	PUNCT
fbem-17287	94	9	xining	xining	PROPN
fbem-17287	94	10	,	,	PUNCT
fbem-17287	94	11	lhasa	lhasa	PROPN
fbem-17287	94	12	,	,	PUNCT
fbem-17287	94	13	haikou	haikou	PROPN
fbem-17287	94	14	,	,	PUNCT
fbem-17287	94	15	hohhot	hohhot	ADJ
fbem-17287	94	16	,	,	PUNCT
fbem-17287	94	17	and	and	CCONJ
fbem-17287	94	18	shijiazhuang	shijiazhuang	PROPN
fbem-17287	94	19	,	,	PUNCT
fbem-17287	94	20	ranking	ranking	NOUN
fbem-17287	94	21	seventh	seventh	ADJ
fbem-17287	94	22	in	in	ADP
fbem-17287	94	23	passenger	passenger	NOUN
fbem-17287	94	24	volume	volume	NOUN
fbem-17287	94	25	.	.	PUNCT
fbem-17287	95	1	the	the	DET
fbem-17287	95	2	subsidies	subsidy	NOUN
fbem-17287	95	3	provided	provide	VERB
fbem-17287	95	4	by	by	ADP
fbem-17287	95	5	the	the	DET
fbem-17287	95	6	taiyuan	taiyuan	PROPN
fbem-17287	95	7	city	city	PROPN
fbem-17287	95	8	government	government	NOUN
fbem-17287	95	9	for	for	ADP
fbem-17287	95	10	public	public	ADJ
fbem-17287	95	11	transit	transit	NOUN
fbem-17287	95	12	fares	fare	NOUN
fbem-17287	95	13	have	have	AUX
fbem-17287	95	14	significantly	significantly	ADV
fbem-17287	95	15	boosted	boost	VERB
fbem-17287	95	16	passenger	passenger	NOUN
fbem-17287	95	17	numbers	number	NOUN
fbem-17287	95	18	.	.	PUNCT
fbem-17287	96	1	however	however	ADV
fbem-17287	96	2	,	,	PUNCT
fbem-17287	96	3	it	it	PRON
fbem-17287	96	4	is	be	AUX
fbem-17287	96	5	undeniable	undeniable	ADJ
fbem-17287	96	6	that	that	SCONJ
fbem-17287	96	7	factors	factor	VERB
fbem-17287	96	8	such	such	ADJ
fbem-17287	96	9	as	as	ADP
fbem-17287	96	10	fewer	few	ADJ
fbem-17287	96	11	departures	departure	NOUN
fbem-17287	96	12	,	,	PUNCT
fbem-17287	96	13	a	a	DET
fbem-17287	96	14	lack	lack	NOUN
fbem-17287	96	15	of	of	ADP
fbem-17287	96	16	increased	increase	VERB
fbem-17287	96	17	vehicles	vehicle	NOUN
fbem-17287	96	18	during	during	ADP
fbem-17287	96	19	peak	peak	NOUN
fbem-17287	96	20	hours	hour	NOUN
fbem-17287	96	21	,	,	PUNCT
fbem-17287	96	22	and	and	CCONJ
fbem-17287	96	23	slower	slow	ADJ
fbem-17287	96	24	speeds	speed	NOUN
fbem-17287	96	25	may	may	AUX
fbem-17287	96	26	deter	deter	VERB
fbem-17287	96	27	passengers	passenger	NOUN
fbem-17287	96	28	,	,	PUNCT
fbem-17287	96	29	leading	lead	VERB
fbem-17287	96	30	them	they	PRON
fbem-17287	96	31	to	to	PART
fbem-17287	96	32	choose	choose	VERB
fbem-17287	96	33	alternative	alternative	ADJ
fbem-17287	96	34	modes	mode	NOUN
fbem-17287	96	35	of	of	ADP
fbem-17287	96	36	transportation	transportation	NOUN
fbem-17287	96	37	.	.	PUNCT
fbem-17287	97	1	based	base	VERB
fbem-17287	97	2	on	on	ADP
fbem-17287	97	3	the	the	DET
fbem-17287	97	4	analysis	analysis	NOUN
fbem-17287	97	5	of	of	ADP
fbem-17287	97	6	the	the	DET
fbem-17287	97	7	data	datum	NOUN
fbem-17287	97	8	above	above	ADP
fbem-17287	97	9	and	and	CCONJ
fbem-17287	97	10	on	on	ADP
fbem-17287	97	11	-	-	PUNCT
fbem-17287	97	12	site	site	NOUN
fbem-17287	97	13	investigations	investigation	NOUN
fbem-17287	97	14	into	into	ADP
fbem-17287	97	15	the	the	DET
fbem-17287	97	16	current	current	ADJ
fbem-17287	97	17	state	state	NOUN
fbem-17287	97	18	of	of	ADP
fbem-17287	97	19	public	public	ADJ
fbem-17287	97	20	transportation	transportation	NOUN
fbem-17287	97	21	in	in	ADP
fbem-17287	97	22	taiyuan	taiyuan	NOUN
fbem-17287	97	23	,	,	PUNCT
fbem-17287	97	24	this	this	DET
fbem-17287	97	25	article	article	NOUN
fbem-17287	97	26	provides	provide	VERB
fbem-17287	97	27	a	a	DET
fbem-17287	97	28	detailed	detailed	ADJ
fbem-17287	97	29	exploration	exploration	NOUN
fbem-17287	97	30	of	of	ADP
fbem-17287	97	31	five	five	NUM
fbem-17287	97	32	aspects	aspect	NOUN
fbem-17287	97	33	:	:	PUNCT
fbem-17287	97	34	the	the	DET
fbem-17287	97	35	unequal	unequal	ADJ
fbem-17287	97	36	allocation	allocation	NOUN
fbem-17287	97	37	of	of	ADP
fbem-17287	97	38	public	public	ADJ
fbem-17287	97	39	transit	transit	NOUN
fbem-17287	97	40	resources	resource	NOUN
fbem-17287	97	41	,	,	PUNCT
fbem-17287	97	42	slow	slow	ADJ
fbem-17287	97	43	operational	operational	ADJ
fbem-17287	97	44	speed	speed	NOUN
fbem-17287	97	45	of	of	ADP
fbem-17287	97	46	public	public	ADJ
fbem-17287	97	47	transit	transit	NOUN
fbem-17287	97	48	,	,	PUNCT
fbem-17287	97	49	the	the	DET
fbem-17287	97	50	occupation	occupation	NOUN
fbem-17287	97	51	of	of	ADP
fbem-17287	97	52	public	public	ADJ
fbem-17287	97	53	resources	resource	NOUN
fbem-17287	97	54	by	by	ADP
fbem-17287	97	55	the	the	DET
fbem-17287	97	56	elderly	elderly	ADJ
fbem-17287	97	57	during	during	ADP
fbem-17287	97	58	morning	morning	NOUN
fbem-17287	97	59	rush	rush	NOUN
fbem-17287	97	60	hours	hour	NOUN
fbem-17287	97	61	,	,	PUNCT
fbem-17287	97	62	inadequate	inadequate	ADJ
fbem-17287	97	63	analysis	analysis	NOUN
fbem-17287	97	64	of	of	ADP
fbem-17287	97	65	passenger	passenger	NOUN
fbem-17287	97	66	flow	flow	NOUN
fbem-17287	97	67	,	,	PUNCT
fbem-17287	97	68	and	and	CCONJ
fbem-17287	97	69	the	the	DET
fbem-17287	97	70	inability	inability	NOUN
fbem-17287	97	71	of	of	ADP
fbem-17287	97	72	the	the	DET
fbem-17287	97	73	96	96	NUM
fbem-17287	97	74	current	current	ADJ
fbem-17287	97	75	travel	travel	NOUN
fbem-17287	97	76	methods	method	NOUN
fbem-17287	97	77	to	to	PART
fbem-17287	97	78	cater	cater	VERB
fbem-17287	97	79	to	to	ADP
fbem-17287	97	80	all	all	DET
fbem-17287	97	81	public	public	ADJ
fbem-17287	97	82	transit	transit	NOUN
fbem-17287	97	83	passengers	passenger	NOUN
fbem-17287	97	84	.	.	PUNCT
fbem-17287	98	1	4.1	4.1	NUM
fbem-17287	98	2	.	.	PUNCT
fbem-17287	98	3	unequal	unequal	ADJ
fbem-17287	98	4	allocation	allocation	NOUN
fbem-17287	98	5	of	of	ADP
fbem-17287	98	6	public	public	ADJ
fbem-17287	98	7	transit	transit	NOUN
fbem-17287	98	8	resources	resource	NOUN
fbem-17287	98	9	during	during	ADP
fbem-17287	98	10	on	on	ADP
fbem-17287	98	11	-	-	PUNCT
fbem-17287	98	12	site	site	NOUN
fbem-17287	98	13	investigations	investigation	NOUN
fbem-17287	98	14	in	in	ADP
fbem-17287	98	15	taiyuan	taiyuan	PROPN
fbem-17287	98	16	,	,	PUNCT
fbem-17287	98	17	the	the	DET
fbem-17287	98	18	author	author	NOUN
fbem-17287	98	19	observed	observe	VERB
fbem-17287	98	20	that	that	SCONJ
fbem-17287	98	21	many	many	ADJ
fbem-17287	98	22	bus	bus	NOUN
fbem-17287	98	23	routes	route	NOUN
fbem-17287	98	24	in	in	ADP
fbem-17287	98	25	the	the	DET
fbem-17287	98	26	city	city	NOUN
fbem-17287	98	27	pass	pass	VERB
fbem-17287	98	28	through	through	ADP
fbem-17287	98	29	numerous	numerous	ADJ
fbem-17287	98	30	similar	similar	ADJ
fbem-17287	98	31	stations	station	NOUN
fbem-17287	98	32	,	,	PUNCT
fbem-17287	98	33	and	and	CCONJ
fbem-17287	98	34	their	their	PRON
fbem-17287	98	35	routes	route	NOUN
fbem-17287	98	36	are	be	AUX
fbem-17287	98	37	also	also	ADV
fbem-17287	98	38	very	very	ADV
fbem-17287	98	39	similar	similar	ADJ
fbem-17287	98	40	.	.	PUNCT
fbem-17287	99	1	this	this	PRON
fbem-17287	99	2	undoubtedly	undoubtedly	ADV
fbem-17287	99	3	leads	lead	VERB
fbem-17287	99	4	to	to	ADP
fbem-17287	99	5	a	a	DET
fbem-17287	99	6	certain	certain	ADJ
fbem-17287	99	7	degree	degree	NOUN
fbem-17287	99	8	of	of	ADP
fbem-17287	99	9	resource	resource	NOUN
fbem-17287	99	10	wastage	wastage	NOUN
fbem-17287	99	11	.	.	PUNCT
fbem-17287	100	1	moreover	moreover	ADV
fbem-17287	100	2	,	,	PUNCT
fbem-17287	100	3	adjustments	adjustment	NOUN
fbem-17287	100	4	to	to	ADP
fbem-17287	100	5	bus	bus	NOUN
fbem-17287	100	6	routes	route	NOUN
fbem-17287	100	7	in	in	ADP
fbem-17287	100	8	taiyuan	taiyuan	NOUN
fbem-17287	100	9	are	be	AUX
fbem-17287	100	10	often	often	ADV
fbem-17287	100	11	short	short	ADJ
fbem-17287	100	12	-	-	PUNCT
fbem-17287	100	13	term	term	NOUN
fbem-17287	100	14	fixes	fix	NOUN
fbem-17287	100	15	rather	rather	ADV
fbem-17287	100	16	than	than	ADP
fbem-17287	100	17	addressing	address	VERB
fbem-17287	100	18	the	the	DET
fbem-17287	100	19	root	root	NOUN
fbem-17287	100	20	issues	issue	NOUN
fbem-17287	100	21	through	through	ADP
fbem-17287	100	22	proper	proper	ADJ
fbem-17287	100	23	scientific	scientific	ADJ
fbem-17287	100	24	planning	planning	NOUN
fbem-17287	100	25	.	.	PUNCT
fbem-17287	101	1	additionally	additionally	ADV
fbem-17287	101	2	,	,	PUNCT
fbem-17287	101	3	a	a	DET
fbem-17287	101	4	significant	significant	ADJ
fbem-17287	101	5	number	number	NOUN
fbem-17287	101	6	of	of	ADP
fbem-17287	101	7	residents	resident	NOUN
fbem-17287	101	8	in	in	ADP
fbem-17287	101	9	taiyuan	taiyuan	NOUN
fbem-17287	101	10	exhibit	exhibit	VERB
fbem-17287	101	11	an	an	DET
fbem-17287	101	12	indifferent	indifferent	ADJ
fbem-17287	101	13	attitude	attitude	NOUN
fbem-17287	101	14	towards	towards	ADP
fbem-17287	101	15	taking	take	VERB
fbem-17287	101	16	buses	bus	NOUN
fbem-17287	101	17	,	,	PUNCT
fbem-17287	101	18	possibly	possibly	ADV
fbem-17287	101	19	due	due	ADP
fbem-17287	101	20	to	to	ADP
fbem-17287	101	21	the	the	DET
fbem-17287	101	22	distance	distance	NOUN
fbem-17287	101	23	between	between	ADP
fbem-17287	101	24	residential	residential	ADJ
fbem-17287	101	25	areas	area	NOUN
fbem-17287	101	26	and	and	CCONJ
fbem-17287	101	27	the	the	DET
fbem-17287	101	28	nearest	near	ADJ
fbem-17287	101	29	bus	bus	NOUN
fbem-17287	101	30	stops	stop	NOUN
fbem-17287	101	31	.	.	PUNCT
fbem-17287	102	1	the	the	DET
fbem-17287	102	2	distribution	distribution	NOUN
fbem-17287	102	3	of	of	ADP
fbem-17287	102	4	bus	bus	NOUN
fbem-17287	102	5	stops	stop	NOUN
fbem-17287	102	6	lacks	lack	VERB
fbem-17287	102	7	scientific	scientific	ADJ
fbem-17287	102	8	planning	planning	NOUN
fbem-17287	102	9	and	and	CCONJ
fbem-17287	102	10	fails	fail	VERB
fbem-17287	102	11	to	to	PART
fbem-17287	102	12	benefit	benefit	VERB
fbem-17287	102	13	the	the	DET
fbem-17287	102	14	majority	majority	NOUN
fbem-17287	102	15	of	of	ADP
fbem-17287	102	16	residents	resident	NOUN
fbem-17287	102	17	.	.	PUNCT
fbem-17287	103	1	many	many	ADJ
fbem-17287	103	2	buses	bus	NOUN
fbem-17287	103	3	in	in	ADP
fbem-17287	103	4	taiyuan	taiyuan	NOUN
fbem-17287	103	5	see	see	VERB
fbem-17287	103	6	minimal	minimal	ADJ
fbem-17287	103	7	ridership	ridership	NOUN
fbem-17287	103	8	outside	outside	ADP
fbem-17287	103	9	of	of	ADP
fbem-17287	103	10	peak	peak	NOUN
fbem-17287	103	11	hours	hour	NOUN
fbem-17287	103	12	,	,	PUNCT
fbem-17287	103	13	yet	yet	CCONJ
fbem-17287	103	14	they	they	PRON
fbem-17287	103	15	adhere	adhere	VERB
fbem-17287	103	16	to	to	ADP
fbem-17287	103	17	a	a	DET
fbem-17287	103	18	fixed	fix	VERB
fbem-17287	103	19	schedule	schedule	NOUN
fbem-17287	103	20	,	,	PUNCT
fbem-17287	103	21	resulting	result	VERB
fbem-17287	103	22	in	in	ADP
fbem-17287	103	23	significant	significant	ADJ
fbem-17287	103	24	resource	resource	NOUN
fbem-17287	103	25	wastage	wastage	NOUN
fbem-17287	103	26	even	even	ADV
fbem-17287	103	27	when	when	SCONJ
fbem-17287	103	28	there	there	PRON
fbem-17287	103	29	is	be	VERB
fbem-17287	103	30	high	high	ADJ
fbem-17287	103	31	seating	seating	NOUN
fbem-17287	103	32	availability	availability	NOUN
fbem-17287	103	33	.	.	PUNCT
fbem-17287	104	1	4.2	4.2	NUM
fbem-17287	104	2	.	.	PUNCT
fbem-17287	105	1	slow	slow	VERB
fbem-17287	105	2	public	public	ADJ
fbem-17287	105	3	transit	transit	NOUN
fbem-17287	105	4	speed	speed	NOUN
fbem-17287	105	5	,	,	PUNCT
fbem-17287	105	6	excessive	excessive	ADJ
fbem-17287	105	7	time	time	NOUN
fbem-17287	105	8	consumption	consumption	NOUN
fbem-17287	105	9	despite	despite	SCONJ
fbem-17287	105	10	taiyuan	taiyuan	PROPN
fbem-17287	105	11	's	's	PART
fbem-17287	105	12	advantageous	advantageous	ADJ
fbem-17287	105	13	road	road	NOUN
fbem-17287	105	14	conditions	condition	NOUN
fbem-17287	105	15	—	—	PUNCT
fbem-17287	105	16	flat	flat	ADJ
fbem-17287	105	17	,	,	PUNCT
fbem-17287	105	18	wide	wide	ADJ
fbem-17287	105	19	,	,	PUNCT
fbem-17287	105	20	and	and	CCONJ
fbem-17287	105	21	well	well	ADV
fbem-17287	105	22	-	-	PUNCT
fbem-17287	105	23	connected	connect	VERB
fbem-17287	105	24	—	—	PUNCT
fbem-17287	105	25	the	the	DET
fbem-17287	105	26	city	city	NOUN
fbem-17287	105	27	's	's	PART
fbem-17287	105	28	buses	bus	NOUN
fbem-17287	105	29	adhere	adhere	VERB
fbem-17287	105	30	to	to	ADP
fbem-17287	105	31	very	very	ADV
fbem-17287	105	32	strict	strict	ADJ
fbem-17287	105	33	speed	speed	NOUN
fbem-17287	105	34	limits	limit	NOUN
fbem-17287	105	35	.	.	PUNCT
fbem-17287	106	1	the	the	DET
fbem-17287	106	2	slow	slow	ADJ
fbem-17287	106	3	speed	speed	NOUN
fbem-17287	106	4	of	of	ADP
fbem-17287	106	5	public	public	ADJ
fbem-17287	106	6	transit	transit	NOUN
fbem-17287	106	7	leads	lead	VERB
fbem-17287	106	8	to	to	ADP
fbem-17287	106	9	excessive	excessive	ADJ
fbem-17287	106	10	travel	travel	NOUN
fbem-17287	106	11	time	time	NOUN
fbem-17287	106	12	,	,	PUNCT
fbem-17287	106	13	causing	cause	VERB
fbem-17287	106	14	passengers	passenger	NOUN
fbem-17287	106	15	to	to	PART
fbem-17287	106	16	opt	opt	VERB
fbem-17287	106	17	for	for	ADP
fbem-17287	106	18	faster	fast	ADJ
fbem-17287	106	19	alternatives	alternative	NOUN
fbem-17287	106	20	such	such	ADJ
fbem-17287	106	21	as	as	ADP
fbem-17287	106	22	subways	subway	NOUN
fbem-17287	106	23	or	or	CCONJ
fbem-17287	106	24	taxis	taxis	VERB
fbem-17287	106	25	,	,	PUNCT
fbem-17287	106	26	especially	especially	ADV
fbem-17287	106	27	in	in	ADP
fbem-17287	106	28	urgent	urgent	ADJ
fbem-17287	106	29	situations	situation	NOUN
fbem-17287	106	30	.	.	PUNCT
fbem-17287	107	1	therefore	therefore	ADV
fbem-17287	107	2	,	,	PUNCT
fbem-17287	107	3	improving	improve	VERB
fbem-17287	107	4	the	the	DET
fbem-17287	107	5	operational	operational	ADJ
fbem-17287	107	6	speed	speed	NOUN
fbem-17287	107	7	of	of	ADP
fbem-17287	107	8	public	public	ADJ
fbem-17287	107	9	transit	transit	NOUN
fbem-17287	107	10	is	be	AUX
fbem-17287	107	11	crucial	crucial	ADJ
fbem-17287	107	12	.	.	PUNCT
fbem-17287	108	1	4.3	4.3	NUM
fbem-17287	108	2	.	.	PUNCT
fbem-17287	109	1	elderly	elderly	ADJ
fbem-17287	109	2	population	population	NOUN
fbem-17287	109	3	seizing	seize	VERB
fbem-17287	109	4	public	public	ADJ
fbem-17287	109	5	resources	resource	NOUN
fbem-17287	109	6	during	during	ADP
fbem-17287	109	7	morning	morning	NOUN
fbem-17287	109	8	rush	rush	NOUN
fbem-17287	109	9	hours	hour	NOUN
fbem-17287	109	10	the	the	DET
fbem-17287	109	11	recently	recently	ADV
fbem-17287	109	12	revised	revise	VERB
fbem-17287	109	13	"	"	PUNCT
fbem-17287	109	14	taiyuan	taiyuan	ADJ
fbem-17287	109	15	city	city	NOUN
fbem-17287	109	16	elderly	elderly	ADJ
fbem-17287	109	17	rights	right	NOUN
fbem-17287	109	18	protection	protection	NOUN
fbem-17287	109	19	measures	measure	NOUN
fbem-17287	109	20	"	"	PUNCT
fbem-17287	109	21	has	have	AUX
fbem-17287	109	22	been	be	AUX
fbem-17287	109	23	enacted	enact	VERB
fbem-17287	109	24	and	and	CCONJ
fbem-17287	109	25	specifies	specify	VERB
fbem-17287	109	26	the	the	DET
fbem-17287	109	27	age	age	NOUN
fbem-17287	109	28	group	group	NOUN
fbem-17287	109	29	of	of	ADP
fbem-17287	109	30	elderly	elderly	ADJ
fbem-17287	109	31	individuals	individual	NOUN
fbem-17287	109	32	eligible	eligible	ADJ
fbem-17287	109	33	for	for	ADP
fbem-17287	109	34	free	free	ADJ
fbem-17287	109	35	bus	bus	NOUN
fbem-17287	109	36	rides	ride	NOUN
fbem-17287	109	37	in	in	ADP
fbem-17287	109	38	taiyuan	taiyuan	NOUN
fbem-17287	109	39	,	,	PUNCT
fbem-17287	109	40	changing	change	VERB
fbem-17287	109	41	the	the	DET
fbem-17287	109	42	previous	previous	ADJ
fbem-17287	109	43	threshold	threshold	NOUN
fbem-17287	109	44	from	from	ADP
fbem-17287	109	45	70	70	NUM
fbem-17287	109	46	years	year	NOUN
fbem-17287	109	47	to	to	ADP
fbem-17287	109	48	65	65	NUM
fbem-17287	109	49	years	year	NOUN
fbem-17287	109	50	.	.	PUNCT
fbem-17287	110	1	this	this	DET
fbem-17287	110	2	modification	modification	NOUN
fbem-17287	110	3	reflects	reflect	VERB
fbem-17287	110	4	a	a	DET
fbem-17287	110	5	caring	caring	ADJ
fbem-17287	110	6	attitude	attitude	NOUN
fbem-17287	110	7	towards	towards	ADP
fbem-17287	110	8	the	the	DET
fbem-17287	110	9	elderly	elderly	ADJ
fbem-17287	110	10	population	population	NOUN
fbem-17287	110	11	,	,	PUNCT
fbem-17287	110	12	and	and	CCONJ
fbem-17287	110	13	this	this	DET
fbem-17287	110	14	exclusive	exclusive	ADJ
fbem-17287	110	15	benefit	benefit	NOUN
fbem-17287	110	16	for	for	ADP
fbem-17287	110	17	seniors	senior	NOUN
fbem-17287	110	18	has	have	AUX
fbem-17287	110	19	garnered	garner	VERB
fbem-17287	110	20	widespread	widespread	ADJ
fbem-17287	110	21	approval	approval	NOUN
fbem-17287	110	22	.	.	PUNCT
fbem-17287	111	1	however	however	ADV
fbem-17287	111	2	,	,	PUNCT
fbem-17287	111	3	with	with	ADP
fbem-17287	111	4	the	the	DET
fbem-17287	111	5	acceleration	acceleration	NOUN
fbem-17287	111	6	of	of	ADP
fbem-17287	111	7	an	an	DET
fbem-17287	111	8	aging	age	VERB
fbem-17287	111	9	society	society	NOUN
fbem-17287	111	10	and	and	CCONJ
fbem-17287	111	11	urban	urban	PROPN
fbem-17287	111	12	development	development	PROPN
fbem-17287	111	13	,	,	PUNCT
fbem-17287	111	14	the	the	DET
fbem-17287	111	15	drawbacks	drawback	NOUN
fbem-17287	111	16	of	of	ADP
fbem-17287	111	17	this	this	DET
fbem-17287	111	18	exclusive	exclusive	ADJ
fbem-17287	111	19	policy	policy	NOUN
fbem-17287	111	20	for	for	ADP
fbem-17287	111	21	the	the	DET
fbem-17287	111	22	elderly	elderly	ADJ
fbem-17287	111	23	become	become	VERB
fbem-17287	111	24	increasingly	increasingly	ADV
fbem-17287	111	25	evident	evident	ADJ
fbem-17287	111	26	.	.	PUNCT
fbem-17287	112	1	for	for	ADP
fbem-17287	112	2	instance	instance	NOUN
fbem-17287	112	3	,	,	PUNCT
fbem-17287	112	4	during	during	ADP
fbem-17287	112	5	peak	peak	NOUN
fbem-17287	112	6	hours	hour	NOUN
fbem-17287	112	7	,	,	PUNCT
fbem-17287	112	8	the	the	DET
fbem-17287	112	9	elderly	elderly	ADJ
fbem-17287	112	10	often	often	ADV
fbem-17287	112	11	occupy	occupy	VERB
fbem-17287	112	12	public	public	ADJ
fbem-17287	112	13	resources	resource	NOUN
fbem-17287	112	14	,	,	PUNCT
fbem-17287	112	15	leading	lead	VERB
fbem-17287	112	16	to	to	ADP
fbem-17287	112	17	conflicts	conflict	NOUN
fbem-17287	112	18	over	over	ADP
fbem-17287	112	19	seat	seat	NOUN
fbem-17287	112	20	allocations	allocation	NOUN
fbem-17287	112	21	during	during	ADP
fbem-17287	112	22	rush	rush	NOUN
fbem-17287	112	23	hours	hour	NOUN
fbem-17287	112	24	.	.	PUNCT
fbem-17287	113	1	these	these	DET
fbem-17287	113	2	issues	issue	NOUN
fbem-17287	113	3	affect	affect	VERB
fbem-17287	113	4	social	social	ADJ
fbem-17287	113	5	efficiency	efficiency	NOUN
fbem-17287	113	6	and	and	CCONJ
fbem-17287	113	7	are	be	AUX
fbem-17287	113	8	gaining	gain	VERB
fbem-17287	113	9	attention	attention	NOUN
fbem-17287	113	10	.	.	PUNCT
fbem-17287	114	1	4.4	4.4	NUM
fbem-17287	114	2	.	.	PUNCT
fbem-17287	115	1	inadequate	inadequate	ADJ
fbem-17287	115	2	basis	basis	NOUN
fbem-17287	115	3	for	for	ADP
fbem-17287	115	4	passenger	passenger	NOUN
fbem-17287	115	5	flow	flow	NOUN
fbem-17287	115	6	analysis	analysis	NOUN
fbem-17287	115	7	due	due	ADP
fbem-17287	115	8	to	to	ADP
fbem-17287	115	9	a	a	DET
fbem-17287	115	10	lack	lack	NOUN
fbem-17287	115	11	of	of	ADP
fbem-17287	115	12	technological	technological	ADJ
fbem-17287	115	13	support	support	NOUN
fbem-17287	115	14	,	,	PUNCT
fbem-17287	115	15	it	it	PRON
fbem-17287	115	16	is	be	AUX
fbem-17287	115	17	challenging	challenge	VERB
fbem-17287	115	18	to	to	PART
fbem-17287	115	19	conduct	conduct	VERB
fbem-17287	115	20	effective	effective	ADJ
fbem-17287	115	21	manual	manual	ADJ
fbem-17287	115	22	passenger	passenger	NOUN
fbem-17287	115	23	flow	flow	NOUN
fbem-17287	115	24	statistics	statistic	NOUN
fbem-17287	115	25	for	for	SCONJ
fbem-17287	115	26	each	each	DET
fbem-17287	115	27	bus	bus	NOUN
fbem-17287	115	28	stop	stop	VERB
fbem-17287	115	29	on	on	ADP
fbem-17287	115	30	every	every	DET
fbem-17287	115	31	bus	bus	NOUN
fbem-17287	115	32	route	route	NOUN
fbem-17287	115	33	.	.	PUNCT
fbem-17287	116	1	the	the	DET
fbem-17287	116	2	absence	absence	NOUN
fbem-17287	116	3	of	of	ADP
fbem-17287	116	4	guaranteed	guarantee	VERB
fbem-17287	116	5	accuracy	accuracy	NOUN
fbem-17287	116	6	in	in	ADP
fbem-17287	116	7	the	the	DET
fbem-17287	116	8	collected	collect	VERB
fbem-17287	116	9	data	data	NOUN
fbem-17287	116	10	results	result	NOUN
fbem-17287	116	11	in	in	ADP
fbem-17287	116	12	an	an	DET
fbem-17287	116	13	inability	inability	NOUN
fbem-17287	116	14	to	to	PART
fbem-17287	116	15	determine	determine	VERB
fbem-17287	116	16	the	the	DET
fbem-17287	116	17	passenger	passenger	NOUN
fbem-17287	116	18	flow	flow	NOUN
fbem-17287	116	19	at	at	ADP
fbem-17287	116	20	each	each	DET
fbem-17287	116	21	bus	bus	NOUN
fbem-17287	116	22	stop	stop	VERB
fbem-17287	116	23	along	along	ADP
fbem-17287	116	24	each	each	DET
fbem-17287	116	25	route	route	NOUN
fbem-17287	116	26	in	in	ADP
fbem-17287	116	27	taiyuan	taiyuan	NOUN
fbem-17287	116	28	during	during	ADP
fbem-17287	116	29	specific	specific	ADJ
fbem-17287	116	30	time	time	NOUN
fbem-17287	116	31	periods	period	NOUN
fbem-17287	116	32	.	.	PUNCT
fbem-17287	117	1	often	often	ADV
fbem-17287	117	2	,	,	PUNCT
fbem-17287	117	3	a	a	DET
fbem-17287	117	4	bus	bus	NOUN
fbem-17287	117	5	route	route	NOUN
fbem-17287	117	6	passes	pass	VERB
fbem-17287	117	7	through	through	ADP
fbem-17287	117	8	dozens	dozen	NOUN
fbem-17287	117	9	of	of	ADP
fbem-17287	117	10	bus	bus	NOUN
fbem-17287	117	11	stops	stop	NOUN
fbem-17287	117	12	within	within	ADP
fbem-17287	117	13	short	short	ADJ
fbem-17287	117	14	distances	distance	NOUN
fbem-17287	117	15	,	,	PUNCT
fbem-17287	117	16	making	make	VERB
fbem-17287	117	17	manual	manual	ADJ
fbem-17287	117	18	counting	counting	NOUN
fbem-17287	117	19	impractical	impractical	ADJ
fbem-17287	117	20	and	and	CCONJ
fbem-17287	117	21	imprecise	imprecise	ADV
fbem-17287	117	22	.	.	PUNCT
fbem-17287	118	1	this	this	PRON
fbem-17287	118	2	hampers	hamper	VERB
fbem-17287	118	3	objective	objective	ADJ
fbem-17287	118	4	decision	decision	NOUN
fbem-17287	118	5	-	-	PUNCT
fbem-17287	118	6	making	making	NOUN
fbem-17287	118	7	for	for	ADP
fbem-17287	118	8	bus	bus	NOUN
fbem-17287	118	9	route	route	NOUN
fbem-17287	118	10	planning	planning	NOUN
fbem-17287	118	11	and	and	CCONJ
fbem-17287	118	12	stop	stop	VERB
fbem-17287	118	13	adjustments	adjustment	NOUN
fbem-17287	118	14	,	,	PUNCT
fbem-17287	118	15	as	as	SCONJ
fbem-17287	118	16	subjective	subjective	ADJ
fbem-17287	118	17	influences	influence	NOUN
fbem-17287	118	18	play	play	VERB
fbem-17287	118	19	a	a	DET
fbem-17287	118	20	significant	significant	ADJ
fbem-17287	118	21	role	role	NOUN
fbem-17287	118	22	.	.	PUNCT
fbem-17287	119	1	4.5	4.5	NUM
fbem-17287	119	2	.	.	PUNCT
fbem-17287	120	1	varied	varied	ADJ
fbem-17287	120	2	passenger	passenger	NOUN
fbem-17287	120	3	information	information	NOUN
fbem-17287	120	4	retrieval	retrieval	NOUN
fbem-17287	120	5	abilities	ability	NOUN
fbem-17287	120	6	while	while	SCONJ
fbem-17287	120	7	younger	young	ADJ
fbem-17287	120	8	individuals	individual	NOUN
fbem-17287	120	9	proficiently	proficiently	ADV
fbem-17287	120	10	use	use	VERB
fbem-17287	120	11	smartphones	smartphone	NOUN
fbem-17287	120	12	to	to	PART
fbem-17287	120	13	access	access	VERB
fbem-17287	120	14	information	information	NOUN
fbem-17287	120	15	about	about	ADP
fbem-17287	120	16	bus	bus	NOUN
fbem-17287	120	17	operations	operation	NOUN
fbem-17287	120	18	,	,	PUNCT
fbem-17287	120	19	estimated	estimate	VERB
fbem-17287	120	20	arrival	arrival	NOUN
fbem-17287	120	21	times	time	NOUN
fbem-17287	120	22	,	,	PUNCT
fbem-17287	120	23	and	and	CCONJ
fbem-17287	120	24	optimal	optimal	ADJ
fbem-17287	120	25	transfer	transfer	NOUN
fbem-17287	120	26	options	option	NOUN
fbem-17287	120	27	through	through	ADP
fbem-17287	120	28	apps	app	NOUN
fbem-17287	120	29	like	like	ADP
fbem-17287	120	30	amap	amap	NOUN
fbem-17287	120	31	,	,	PUNCT
fbem-17287	120	32	many	many	ADJ
fbem-17287	120	33	older	old	ADJ
fbem-17287	120	34	individuals	individual	NOUN
fbem-17287	120	35	and	and	CCONJ
fbem-17287	120	36	those	those	PRON
fbem-17287	120	37	unaccustomed	unaccustomed	ADJ
fbem-17287	120	38	to	to	ADP
fbem-17287	120	39	using	use	VERB
fbem-17287	120	40	smartphones	smartphone	NOUN
fbem-17287	120	41	for	for	ADP
fbem-17287	120	42	travel	travel	NOUN
fbem-17287	120	43	information	information	NOUN
fbem-17287	120	44	lack	lack	VERB
fbem-17287	120	45	the	the	DET
fbem-17287	120	46	ability	ability	NOUN
fbem-17287	120	47	to	to	PART
fbem-17287	120	48	receive	receive	VERB
fbem-17287	120	49	real	real	ADJ
fbem-17287	120	50	-	-	PUNCT
fbem-17287	120	51	time	time	NOUN
fbem-17287	120	52	updates	update	NOUN
fbem-17287	120	53	on	on	ADP
fbem-17287	120	54	bus	bus	NOUN
fbem-17287	120	55	operations	operation	NOUN
fbem-17287	120	56	and	and	CCONJ
fbem-17287	120	57	transfer	transfer	VERB
fbem-17287	120	58	details	detail	NOUN
fbem-17287	120	59	.	.	PUNCT
fbem-17287	121	1	this	this	DET
fbem-17287	121	2	segment	segment	NOUN
fbem-17287	121	3	of	of	ADP
fbem-17287	121	4	the	the	DET
fbem-17287	121	5	population	population	NOUN
fbem-17287	121	6	relies	rely	VERB
fbem-17287	121	7	on	on	ADP
fbem-17287	121	8	experience	experience	NOUN
fbem-17287	121	9	or	or	CCONJ
fbem-17287	121	10	asking	ask	VERB
fbem-17287	121	11	others	other	NOUN
fbem-17287	121	12	for	for	ADP
fbem-17287	121	13	travel	travel	NOUN
fbem-17287	121	14	information	information	NOUN
fbem-17287	121	15	,	,	PUNCT
fbem-17287	121	16	resulting	result	VERB
fbem-17287	121	17	in	in	ADP
fbem-17287	121	18	poor	poor	ADJ
fbem-17287	121	19	travel	travel	NOUN
fbem-17287	121	20	experiences	experience	NOUN
fbem-17287	121	21	and	and	CCONJ
fbem-17287	121	22	low	low	ADJ
fbem-17287	121	23	efficiency	efficiency	NOUN
fbem-17287	121	24	.	.	PUNCT
fbem-17287	122	1	therefore	therefore	ADV
fbem-17287	122	2	,	,	PUNCT
fbem-17287	122	3	there	there	PRON
fbem-17287	122	4	is	be	VERB
fbem-17287	122	5	a	a	DET
fbem-17287	122	6	need	need	NOUN
fbem-17287	122	7	to	to	PART
fbem-17287	122	8	identify	identify	VERB
fbem-17287	122	9	user	user	NOUN
fbem-17287	122	10	-	-	PUNCT
fbem-17287	122	11	friendly	friendly	ADJ
fbem-17287	122	12	methods	method	NOUN
fbem-17287	122	13	that	that	PRON
fbem-17287	122	14	cater	cater	VERB
fbem-17287	122	15	to	to	ADP
fbem-17287	122	16	all	all	DET
fbem-17287	122	17	age	age	NOUN
fbem-17287	122	18	groups	group	NOUN
fbem-17287	122	19	or	or	CCONJ
fbem-17287	122	20	implement	implement	VERB
fbem-17287	122	21	age	age	NOUN
fbem-17287	122	22	-	-	PUNCT
fbem-17287	122	23	specific	specific	ADJ
fbem-17287	122	24	information	information	NOUN
fbem-17287	122	25	retrieval	retrieval	NOUN
fbem-17287	122	26	strategies	strategy	NOUN
fbem-17287	122	27	for	for	ADP
fbem-17287	122	28	public	public	ADJ
fbem-17287	122	29	transit	transit	NOUN
fbem-17287	122	30	passengers	passenger	NOUN
fbem-17287	122	31	.	.	PUNCT
fbem-17287	123	1	5	5	X
fbem-17287	123	2	.	.	X
fbem-17287	123	3	practical	practical	ADJ
fbem-17287	123	4	pathways	pathway	NOUN
fbem-17287	123	5	for	for	ADP
fbem-17287	123	6	advancing	advance	VERB
fbem-17287	123	7	the	the	DET
fbem-17287	123	8	development	development	NOUN
fbem-17287	123	9	of	of	ADP
fbem-17287	123	10	smart	smart	ADJ
fbem-17287	123	11	public	public	ADJ
fbem-17287	123	12	transit	transit	NOUN
fbem-17287	123	13	in	in	ADP
fbem-17287	123	14	taiyuan	taiyuan	PROPN
fbem-17287	123	15	city	city	NOUN
fbem-17287	123	16	due	due	ADP
fbem-17287	123	17	to	to	ADP
fbem-17287	123	18	the	the	DET
fbem-17287	123	19	challenges	challenge	NOUN
fbem-17287	123	20	faced	face	VERB
fbem-17287	123	21	by	by	ADP
fbem-17287	123	22	some	some	DET
fbem-17287	123	23	developed	develop	VERB
fbem-17287	123	24	cities	city	NOUN
fbem-17287	123	25	,	,	PUNCT
fbem-17287	123	26	such	such	ADJ
fbem-17287	123	27	as	as	ADP
fbem-17287	123	28	air	air	NOUN
fbem-17287	123	29	pollution	pollution	NOUN
fbem-17287	123	30	and	and	CCONJ
fbem-17287	123	31	traffic	traffic	NOUN
fbem-17287	123	32	congestion	congestion	NOUN
fbem-17287	123	33	,	,	PUNCT
fbem-17287	123	34	they	they	PRON
fbem-17287	123	35	have	have	AUX
fbem-17287	123	36	sought	seek	VERB
fbem-17287	123	37	to	to	PART
fbem-17287	123	38	mitigate	mitigate	VERB
fbem-17287	123	39	these	these	DET
fbem-17287	123	40	urban	urban	ADJ
fbem-17287	123	41	issues	issue	NOUN
fbem-17287	123	42	and	and	CCONJ
fbem-17287	123	43	enhance	enhance	VERB
fbem-17287	123	44	the	the	DET
fbem-17287	123	45	efficiency	efficiency	NOUN
fbem-17287	123	46	of	of	ADP
fbem-17287	123	47	public	public	ADJ
fbem-17287	123	48	transportation	transportation	NOUN
fbem-17287	123	49	for	for	ADP
fbem-17287	123	50	their	their	PRON
fbem-17287	123	51	residents	resident	NOUN
fbem-17287	123	52	through	through	ADP
fbem-17287	123	53	smart	smart	ADJ
fbem-17287	123	54	management	management	NOUN
fbem-17287	123	55	practices	practice	NOUN
fbem-17287	123	56	.	.	PUNCT
fbem-17287	124	1	the	the	DET
fbem-17287	124	2	development	development	NOUN
fbem-17287	124	3	of	of	ADP
fbem-17287	124	4	smart	smart	ADJ
fbem-17287	124	5	public	public	ADJ
fbem-17287	124	6	transit	transit	NOUN
fbem-17287	124	7	aims	aim	VERB
fbem-17287	124	8	to	to	PART
fbem-17287	124	9	reduce	reduce	VERB
fbem-17287	124	10	traffic	traffic	NOUN
fbem-17287	124	11	congestion	congestion	NOUN
fbem-17287	124	12	and	and	CCONJ
fbem-17287	124	13	air	air	NOUN
fbem-17287	124	14	pollution	pollution	NOUN
fbem-17287	124	15	within	within	ADP
fbem-17287	124	16	cities	city	NOUN
fbem-17287	124	17	,	,	PUNCT
fbem-17287	124	18	improve	improve	VERB
fbem-17287	124	19	the	the	DET
fbem-17287	124	20	overall	overall	ADJ
fbem-17287	124	21	commuting	commuting	NOUN
fbem-17287	124	22	experience	experience	NOUN
fbem-17287	124	23	for	for	ADP
fbem-17287	124	24	passengers	passenger	NOUN
fbem-17287	124	25	,	,	PUNCT
fbem-17287	124	26	and	and	CCONJ
fbem-17287	124	27	maximize	maximize	VERB
fbem-17287	124	28	the	the	DET
fbem-17287	124	29	economic	economic	ADJ
fbem-17287	124	30	benefits	benefit	NOUN
fbem-17287	124	31	of	of	ADP
fbem-17287	124	32	public	public	ADJ
fbem-17287	124	33	transit	transit	NOUN
fbem-17287	124	34	systems	system	NOUN
fbem-17287	124	35	.	.	PUNCT
fbem-17287	125	1	the	the	DET
fbem-17287	125	2	valuable	valuable	ADJ
fbem-17287	125	3	experiences	experience	NOUN
fbem-17287	125	4	gained	gain	VERB
fbem-17287	125	5	by	by	ADP
fbem-17287	125	6	these	these	DET
fbem-17287	125	7	cities	city	NOUN
fbem-17287	125	8	in	in	ADP
fbem-17287	125	9	the	the	DET
fbem-17287	125	10	development	development	NOUN
fbem-17287	125	11	of	of	ADP
fbem-17287	125	12	smart	smart	ADJ
fbem-17287	125	13	public	public	ADJ
fbem-17287	125	14	transit	transit	NOUN
fbem-17287	125	15	are	be	AUX
fbem-17287	125	16	precisely	precisely	ADV
fbem-17287	125	17	what	what	PRON
fbem-17287	125	18	taiyuan	taiyuan	ADJ
fbem-17287	125	19	city	city	NOUN
fbem-17287	125	20	needs	need	VERB
fbem-17287	125	21	for	for	ADP
fbem-17287	125	22	its	its	PRON
fbem-17287	125	23	current	current	ADJ
fbem-17287	125	24	"	"	PUNCT
fbem-17287	125	25	smart	smart	ADJ
fbem-17287	125	26	public	public	ADJ
fbem-17287	125	27	transit	transit	NOUN
fbem-17287	125	28	"	"	PUNCT
fbem-17287	125	29	initiatives	initiative	NOUN
fbem-17287	125	30	.	.	PUNCT
fbem-17287	126	1	5.1	5.1	NUM
fbem-17287	126	2	.	.	PUNCT
fbem-17287	127	1	smart	smart	ADJ
fbem-17287	127	2	allocation	allocation	NOUN
fbem-17287	127	3	of	of	ADP
fbem-17287	127	4	public	public	ADJ
fbem-17287	127	5	transit	transit	NOUN
fbem-17287	127	6	resources	resource	NOUN
fbem-17287	127	7	in	in	ADP
fbem-17287	127	8	taiyuan	taiyuan	PROPN
fbem-17287	127	9	singapore	singapore	PROPN
fbem-17287	127	10	's	's	PART
fbem-17287	127	11	initiatives	initiative	NOUN
fbem-17287	127	12	in	in	ADP
fbem-17287	127	13	collecting	collect	VERB
fbem-17287	127	14	and	and	CCONJ
fbem-17287	127	15	processing	processing	NOUN
fbem-17287	127	16	transportation	transportation	NOUN
fbem-17287	127	17	information	information	NOUN
fbem-17287	127	18	are	be	AUX
fbem-17287	127	19	highly	highly	ADV
fbem-17287	127	20	commendable	commendable	ADJ
fbem-17287	127	21	and	and	CCONJ
fbem-17287	127	22	serve	serve	VERB
fbem-17287	127	23	as	as	ADP
fbem-17287	127	24	valuable	valuable	ADJ
fbem-17287	127	25	references	reference	NOUN
fbem-17287	127	26	.	.	PUNCT
fbem-17287	128	1	in	in	ADP
fbem-17287	128	2	their	their	PRON
fbem-17287	128	3	city	city	NOUN
fbem-17287	128	4	,	,	PUNCT
fbem-17287	128	5	gps	gps	PROPN
fbem-17287	128	6	positioning	positioning	NOUN
fbem-17287	128	7	systems	system	NOUN
fbem-17287	128	8	are	be	AUX
fbem-17287	128	9	installed	instal	VERB
fbem-17287	128	10	on	on	ADP
fbem-17287	128	11	all	all	DET
fbem-17287	128	12	buses	bus	NOUN
fbem-17287	128	13	,	,	PUNCT
fbem-17287	128	14	and	and	CCONJ
fbem-17287	128	15	there	there	PRON
fbem-17287	128	16	is	be	VERB
fbem-17287	128	17	comprehensive	comprehensive	ADJ
fbem-17287	128	18	street	street	NOUN
fbem-17287	128	19	monitoring	monitoring	NOUN
fbem-17287	128	20	for	for	ADP
fbem-17287	128	21	real	real	ADJ
fbem-17287	128	22	-	-	PUNCT
fbem-17287	128	23	time	time	NOUN
fbem-17287	128	24	analysis	analysis	NOUN
fbem-17287	128	25	of	of	ADP
fbem-17287	128	26	waiting	wait	VERB
fbem-17287	128	27	passengers	passenger	NOUN
fbem-17287	128	28	at	at	ADP
fbem-17287	128	29	each	each	DET
fbem-17287	128	30	station	station	NOUN
fbem-17287	128	31	and	and	CCONJ
fbem-17287	128	32	road	road	NOUN
fbem-17287	128	33	congestion	congestion	NOUN
fbem-17287	128	34	conditions	condition	NOUN
fbem-17287	128	35	.	.	PUNCT
fbem-17287	129	1	shanghai	shanghai	PROPN
fbem-17287	129	2	has	have	AUX
fbem-17287	129	3	also	also	ADV
fbem-17287	129	4	advanced	advance	VERB
fbem-17287	129	5	the	the	DET
fbem-17287	129	6	"	"	PUNCT
fbem-17287	129	7	1	1	NUM
fbem-17287	129	8	+	+	SYM
fbem-17287	129	9	3	3	NUM
fbem-17287	129	10	model	model	NOUN
fbem-17287	129	11	,	,	PUNCT
fbem-17287	129	12	"	"	PUNCT
fbem-17287	129	13	encompassing	encompass	VERB
fbem-17287	129	14	a	a	DET
fbem-17287	129	15	comprehensive	comprehensive	ADJ
fbem-17287	129	16	platform	platform	NOUN
fbem-17287	129	17	for	for	ADP
fbem-17287	129	18	public	public	ADJ
fbem-17287	129	19	information	information	NOUN
fbem-17287	129	20	collection	collection	NOUN
fbem-17287	129	21	and	and	CCONJ
fbem-17287	129	22	processing	processing	NOUN
fbem-17287	129	23	,	,	PUNCT
fbem-17287	129	24	supported	support	VERB
fbem-17287	129	25	by	by	ADP
fbem-17287	129	26	vehicle	vehicle	NOUN
fbem-17287	129	27	gps	gps	PROPN
fbem-17287	129	28	information	information	NOUN
fbem-17287	129	29	,	,	PUNCT
fbem-17287	129	30	macrocontrol	macrocontrol	NOUN
fbem-17287	129	31	of	of	ADP
fbem-17287	129	32	vehicle	vehicle	NOUN
fbem-17287	129	33	departure	departure	NOUN
fbem-17287	129	34	times	time	NOUN
fbem-17287	129	35	,	,	PUNCT
fbem-17287	129	36	and	and	CCONJ
fbem-17287	129	37	services	service	NOUN
fbem-17287	129	38	catering	cater	VERB
fbem-17287	129	39	to	to	ADP
fbem-17287	129	40	passenger	passenger	NOUN
fbem-17287	129	41	travel	travel	NOUN
fbem-17287	129	42	needs	need	NOUN
fbem-17287	129	43	.	.	PUNCT
fbem-17287	130	1	this	this	DET
fbem-17287	130	2	model	model	NOUN
fbem-17287	130	3	has	have	AUX
fbem-17287	130	4	propelled	propel	VERB
fbem-17287	130	5	the	the	DET
fbem-17287	130	6	intelligent	intelligent	ADJ
fbem-17287	130	7	development	development	NOUN
fbem-17287	130	8	of	of	ADP
fbem-17287	130	9	public	public	ADJ
fbem-17287	130	10	transportation	transportation	NOUN
fbem-17287	130	11	in	in	ADP
fbem-17287	130	12	shanghai	shanghai	PROPN
fbem-17287	130	13	.	.	PUNCT
fbem-17287	131	1	from	from	ADP
fbem-17287	131	2	this	this	PRON
fbem-17287	131	3	,	,	PUNCT
fbem-17287	131	4	it	it	PRON
fbem-17287	131	5	can	can	AUX
fbem-17287	131	6	be	be	AUX
fbem-17287	131	7	seen	see	VERB
fbem-17287	131	8	that	that	SCONJ
fbem-17287	131	9	the	the	DET
fbem-17287	131	10	allocation	allocation	NOUN
fbem-17287	131	11	of	of	ADP
fbem-17287	131	12	public	public	ADJ
fbem-17287	131	13	transit	transit	NOUN
fbem-17287	131	14	resources	resource	NOUN
fbem-17287	131	15	is	be	AUX
fbem-17287	131	16	crucial	crucial	ADJ
fbem-17287	131	17	,	,	PUNCT
fbem-17287	131	18	affecting	affect	VERB
fbem-17287	131	19	both	both	CCONJ
fbem-17287	131	20	passenger	passenger	NOUN
fbem-17287	131	21	travel	travel	NOUN
fbem-17287	131	22	efficiency	efficiency	NOUN
fbem-17287	131	23	and	and	CCONJ
fbem-17287	131	24	public	public	ADJ
fbem-17287	131	25	interests	interest	NOUN
fbem-17287	131	26	.	.	PUNCT
fbem-17287	132	1	through	through	ADP
fbem-17287	132	2	intelligent	intelligent	ADJ
fbem-17287	132	3	management	management	NOUN
fbem-17287	132	4	,	,	PUNCT
fbem-17287	132	5	existing	exist	VERB
fbem-17287	132	6	transit	transit	NOUN
fbem-17287	132	7	resources	resource	NOUN
fbem-17287	132	8	can	can	AUX
fbem-17287	132	9	be	be	AUX
fbem-17287	132	10	integrated	integrate	VERB
fbem-17287	132	11	into	into	ADP
fbem-17287	132	12	a	a	DET
fbem-17287	132	13	smart	smart	ADJ
fbem-17287	132	14	management	management	NOUN
fbem-17287	132	15	platform	platform	NOUN
fbem-17287	132	16	.	.	PUNCT
fbem-17287	133	1	by	by	ADP
fbem-17287	133	2	deploying	deploy	VERB
fbem-17287	133	3	on	on	ADP
fbem-17287	133	4	-	-	PUNCT
fbem-17287	133	5	board	board	NOUN
fbem-17287	133	6	gps	gps	NOUN
fbem-17287	133	7	devices	device	NOUN
fbem-17287	133	8	and	and	CCONJ
fbem-17287	133	9	station	station	NOUN
fbem-17287	133	10	sensing	sense	VERB
fbem-17287	133	11	equipment	equipment	NOUN
fbem-17287	133	12	,	,	PUNCT
fbem-17287	133	13	accurate	accurate	ADJ
fbem-17287	133	14	data	datum	NOUN
fbem-17287	133	15	on	on	ADP
fbem-17287	133	16	waiting	wait	VERB
fbem-17287	133	17	passengers	passenger	NOUN
fbem-17287	133	18	and	and	CCONJ
fbem-17287	133	19	passenger	passenger	NOUN
fbem-17287	133	20	flow	flow	NOUN
fbem-17287	133	21	at	at	ADP
fbem-17287	133	22	each	each	DET
fbem-17287	133	23	boarding	boarding	NOUN
fbem-17287	133	24	and	and	CCONJ
fbem-17287	133	25	alighting	alighting	PROPN
fbem-17287	133	26	point	point	NOUN
fbem-17287	133	27	can	can	AUX
fbem-17287	133	28	be	be	AUX
fbem-17287	133	29	obtained	obtain	VERB
fbem-17287	133	30	.	.	PUNCT
fbem-17287	134	1	this	this	PRON
fbem-17287	134	2	enables	enable	VERB
fbem-17287	134	3	precise	precise	ADJ
fbem-17287	134	4	analysis	analysis	NOUN
fbem-17287	134	5	of	of	ADP
fbem-17287	134	6	passenger	passenger	NOUN
fbem-17287	134	7	flow	flow	NOUN
fbem-17287	134	8	on	on	ADP
fbem-17287	134	9	each	each	DET
fbem-17287	134	10	bus	bus	NOUN
fbem-17287	134	11	route	route	NOUN
fbem-17287	134	12	.	.	PUNCT
fbem-17287	135	1	for	for	ADP
fbem-17287	135	2	routes	route	NOUN
fbem-17287	135	3	with	with	ADP
fbem-17287	135	4	dense	dense	ADJ
fbem-17287	135	5	passenger	passenger	NOUN
fbem-17287	135	6	distribution	distribution	NOUN
fbem-17287	135	7	,	,	PUNCT
fbem-17287	135	8	increasing	increase	VERB
fbem-17287	135	9	the	the	DET
fbem-17287	135	10	number	number	NOUN
fbem-17287	135	11	of	of	ADP
fbem-17287	135	12	buses	bus	NOUN
fbem-17287	135	13	and	and	CCONJ
fbem-17287	135	14	trips	trip	NOUN
fbem-17287	135	15	while	while	SCONJ
fbem-17287	135	16	reducing	reduce	VERB
fbem-17287	135	17	the	the	DET
fbem-17287	135	18	time	time	NOUN
fbem-17287	135	19	between	between	ADP
fbem-17287	135	20	departures	departure	NOUN
fbem-17287	135	21	is	be	AUX
fbem-17287	135	22	advisable	advisable	ADJ
fbem-17287	135	23	.	.	PUNCT
fbem-17287	136	1	for	for	ADP
fbem-17287	136	2	routes	route	NOUN
fbem-17287	136	3	with	with	ADP
fbem-17287	136	4	fewer	few	ADJ
fbem-17287	136	5	passengers	passenger	NOUN
fbem-17287	136	6	,	,	PUNCT
fbem-17287	136	7	decreasing	decrease	VERB
fbem-17287	136	8	the	the	DET
fbem-17287	136	9	number	number	NOUN
fbem-17287	136	10	of	of	ADP
fbem-17287	136	11	trips	trip	NOUN
fbem-17287	136	12	or	or	CCONJ
fbem-17287	136	13	reallocating	reallocate	VERB
fbem-17287	136	14	manpower	manpower	NOUN
fbem-17287	136	15	should	should	AUX
fbem-17287	136	16	be	be	AUX
fbem-17287	136	17	considered	consider	VERB
fbem-17287	136	18	,	,	PUNCT
fbem-17287	136	19	paying	pay	VERB
fbem-17287	136	20	attention	attention	NOUN
fbem-17287	136	21	to	to	ADP
fbem-17287	136	22	whether	whether	SCONJ
fbem-17287	136	23	the	the	DET
fbem-17287	136	24	station	station	NOUN
fbem-17287	136	25	layout	layout	NOUN
fbem-17287	136	26	is	be	AUX
fbem-17287	136	27	problematic	problematic	ADJ
fbem-17287	136	28	.	.	PUNCT
fbem-17287	137	1	based	base	VERB
fbem-17287	137	2	on	on	ADP
fbem-17287	137	3	accurate	accurate	ADJ
fbem-17287	137	4	feedback	feedback	NOUN
fbem-17287	137	5	on	on	ADP
fbem-17287	137	6	passenger	passenger	NOUN
fbem-17287	137	7	flow	flow	NOUN
fbem-17287	137	8	,	,	PUNCT
fbem-17287	137	9	adjusting	adjust	VERB
fbem-17287	137	10	the	the	DET
fbem-17287	137	11	number	number	NOUN
fbem-17287	137	12	of	of	ADP
fbem-17287	137	13	trips	trip	NOUN
fbem-17287	137	14	during	during	ADP
fbem-17287	137	15	peak	peak	NOUN
fbem-17287	137	16	periods	period	NOUN
fbem-17287	137	17	and	and	CCONJ
fbem-17287	137	18	decreasing	decrease	VERB
fbem-17287	137	19	departures	departure	NOUN
fbem-17287	137	20	during	during	ADP
fbem-17287	137	21	off	off	ADP
fbem-17287	137	22	-	-	PUNCT
fbem-17287	137	23	peak	peak	NOUN
fbem-17287	137	24	periods	period	NOUN
fbem-17287	137	25	can	can	AUX
fbem-17287	137	26	help	help	VERB
fbem-17287	137	27	save	save	VERB
fbem-17287	137	28	resources	resource	NOUN
fbem-17287	137	29	.	.	PUNCT
fbem-17287	138	1	this	this	DET
fbem-17287	138	2	way	way	NOUN
fbem-17287	138	3	,	,	PUNCT
fbem-17287	138	4	relying	rely	VERB
fbem-17287	138	5	on	on	ADP
fbem-17287	138	6	actual	actual	ADJ
fbem-17287	138	7	passenger	passenger	NOUN
fbem-17287	138	8	flow	flow	NOUN
fbem-17287	138	9	data	datum	NOUN
fbem-17287	138	10	,	,	PUNCT
fbem-17287	138	11	a	a	DET
fbem-17287	138	12	precise	precise	ADJ
fbem-17287	138	13	secondary	secondary	ADJ
fbem-17287	138	14	allocation	allocation	NOUN
fbem-17287	138	15	of	of	ADP
fbem-17287	138	16	transit	transit	NOUN
fbem-17287	138	17	resources	resource	NOUN
fbem-17287	138	18	can	can	AUX
fbem-17287	138	19	be	be	AUX
fbem-17287	138	20	carried	carry	VERB
fbem-17287	138	21	out	out	ADP
fbem-17287	138	22	.	.	PUNCT
fbem-17287	139	1	this	this	PRON
fbem-17287	139	2	ensures	ensure	VERB
fbem-17287	139	3	that	that	SCONJ
fbem-17287	139	4	public	public	ADJ
fbem-17287	139	5	transit	transit	NOUN
fbem-17287	139	6	aligns	align	VERB
fbem-17287	139	7	closely	closely	ADV
fbem-17287	139	8	with	with	ADP
fbem-17287	139	9	the	the	DET
fbem-17287	139	10	daily	daily	ADJ
fbem-17287	139	11	travel	travel	NOUN
fbem-17287	139	12	needs	need	NOUN
fbem-17287	139	13	of	of	ADP
fbem-17287	139	14	passengers	passenger	NOUN
fbem-17287	139	15	,	,	PUNCT
fbem-17287	139	16	maximizing	maximize	VERB
fbem-17287	139	17	satisfaction	satisfaction	NOUN
fbem-17287	139	18	for	for	ADP
fbem-17287	139	19	the	the	DET
fbem-17287	139	20	majority	majority	NOUN
fbem-17287	139	21	of	of	ADP
fbem-17287	139	22	commuters	commuter	NOUN
fbem-17287	139	23	.	.	PUNCT
fbem-17287	140	1	97	97	NUM
fbem-17287	140	2	5.2	5.2	NUM
fbem-17287	140	3	.	.	PUNCT
fbem-17287	141	1	strengthening	strengthen	VERB
fbem-17287	141	2	the	the	DET
fbem-17287	141	3	construction	construction	NOUN
fbem-17287	141	4	of	of	ADP
fbem-17287	141	5	intelligent	intelligent	ADJ
fbem-17287	141	6	public	public	ADJ
fbem-17287	141	7	transportation	transportation	NOUN
fbem-17287	141	8	infrastructure	infrastructure	NOUN
fbem-17287	141	9	in	in	ADP
fbem-17287	141	10	taiyuan	taiyuan	ADJ
fbem-17287	141	11	the	the	DET
fbem-17287	141	12	experiences	experience	NOUN
fbem-17287	141	13	of	of	ADP
fbem-17287	141	14	hangzhou	hangzhou	PROPN
fbem-17287	141	15	and	and	CCONJ
fbem-17287	141	16	tokyo	tokyo	PROPN
fbem-17287	141	17	in	in	ADP
fbem-17287	141	18	connecting	connect	VERB
fbem-17287	141	19	subway	subway	NOUN
fbem-17287	141	20	lines	line	NOUN
fbem-17287	141	21	and	and	CCONJ
fbem-17287	141	22	bus	bus	NOUN
fbem-17287	141	23	stops	stop	NOUN
fbem-17287	141	24	are	be	AUX
fbem-17287	141	25	valuable	valuable	ADJ
fbem-17287	141	26	lessons	lesson	NOUN
fbem-17287	141	27	that	that	PRON
fbem-17287	141	28	taiyuan	taiyuan	NOUN
fbem-17287	141	29	can	can	AUX
fbem-17287	141	30	learn	learn	VERB
fbem-17287	141	31	from	from	ADP
fbem-17287	141	32	.	.	PUNCT
fbem-17287	142	1	hangzhou	hangzhou	PROPN
fbem-17287	142	2	's	's	PART
fbem-17287	142	3	bus	bus	NOUN
fbem-17287	142	4	application	application	NOUN
fbem-17287	142	5	line	line	NOUN
fbem-17287	142	6	network	network	NOUN
fbem-17287	142	7	management	management	NOUN
fbem-17287	142	8	platform	platform	NOUN
fbem-17287	142	9	focuses	focus	VERB
fbem-17287	142	10	on	on	ADP
fbem-17287	142	11	optimizing	optimize	VERB
fbem-17287	142	12	and	and	CCONJ
fbem-17287	142	13	adjusting	adjust	VERB
fbem-17287	142	14	routes	route	NOUN
fbem-17287	142	15	,	,	PUNCT
fbem-17287	142	16	analyzing	analyze	VERB
fbem-17287	142	17	and	and	CCONJ
fbem-17287	142	18	evaluating	evaluate	VERB
fbem-17287	142	19	aspects	aspect	NOUN
fbem-17287	142	20	such	such	ADJ
fbem-17287	142	21	as	as	ADP
fbem-17287	142	22	operating	operate	VERB
fbem-17287	142	23	hours	hour	NOUN
fbem-17287	142	24	,	,	PUNCT
fbem-17287	142	25	vehicle	vehicle	NOUN
fbem-17287	142	26	allocation	allocation	NOUN
fbem-17287	142	27	plans	plan	NOUN
fbem-17287	142	28	,	,	PUNCT
fbem-17287	142	29	and	and	CCONJ
fbem-17287	142	30	passenger	passenger	NOUN
fbem-17287	142	31	flow	flow	NOUN
fbem-17287	142	32	predictions	prediction	NOUN
fbem-17287	142	33	.	.	PUNCT
fbem-17287	143	1	the	the	DET
fbem-17287	143	2	network	network	NOUN
fbem-17287	143	3	planning	planning	NOUN
fbem-17287	143	4	platform	platform	NOUN
fbem-17287	143	5	has	have	AUX
fbem-17287	143	6	played	play	VERB
fbem-17287	143	7	a	a	DET
fbem-17287	143	8	significant	significant	ADJ
fbem-17287	143	9	role	role	NOUN
fbem-17287	143	10	in	in	ADP
fbem-17287	143	11	promoting	promote	VERB
fbem-17287	143	12	the	the	DET
fbem-17287	143	13	integration	integration	NOUN
fbem-17287	143	14	of	of	ADP
fbem-17287	143	15	bus	bus	NOUN
fbem-17287	143	16	and	and	CCONJ
fbem-17287	143	17	subway	subway	NOUN
fbem-17287	143	18	networks	network	NOUN
fbem-17287	143	19	in	in	ADP
fbem-17287	143	20	hangzhou	hangzhou	PROPN
fbem-17287	143	21	.	.	PUNCT
fbem-17287	144	1	prior	prior	ADV
fbem-17287	144	2	to	to	ADP
fbem-17287	144	3	the	the	DET
fbem-17287	144	4	official	official	ADJ
fbem-17287	144	5	operation	operation	NOUN
fbem-17287	144	6	of	of	ADP
fbem-17287	144	7	line	line	NOUN
fbem-17287	144	8	5	5	NUM
fbem-17287	144	9	of	of	ADP
fbem-17287	144	10	the	the	DET
fbem-17287	144	11	subway	subway	NOUN
fbem-17287	144	12	in	in	ADP
fbem-17287	144	13	hangzhou	hangzhou	PROPN
fbem-17287	144	14	,	,	PUNCT
fbem-17287	144	15	the	the	DET
fbem-17287	144	16	platform	platform	NOUN
fbem-17287	144	17	accurately	accurately	ADV
fbem-17287	144	18	analyzed	analyze	VERB
fbem-17287	144	19	the	the	DET
fbem-17287	144	20	fluctuation	fluctuation	NOUN
fbem-17287	144	21	of	of	ADP
fbem-17287	144	22	passenger	passenger	NOUN
fbem-17287	144	23	flow	flow	NOUN
fbem-17287	144	24	at	at	ADP
fbem-17287	144	25	subway	subway	NOUN
fbem-17287	144	26	stations	station	NOUN
fbem-17287	144	27	,	,	PUNCT
fbem-17287	144	28	affected	affect	VERB
fbem-17287	144	29	bus	bus	NOUN
fbem-17287	144	30	routes	route	NOUN
fbem-17287	144	31	,	,	PUNCT
fbem-17287	144	32	and	and	CCONJ
fbem-17287	144	33	identified	identify	VERB
fbem-17287	144	34	impacted	impact	VERB
fbem-17287	144	35	bus	bus	NOUN
fbem-17287	144	36	stops	stop	NOUN
fbem-17287	144	37	.	.	PUNCT
fbem-17287	145	1	tokyo	tokyo	PROPN
fbem-17287	145	2	's	's	PART
fbem-17287	145	3	highly	highly	ADV
fbem-17287	145	4	advanced	advanced	ADJ
fbem-17287	145	5	information	information	NOUN
fbem-17287	145	6	technology	technology	NOUN
fbem-17287	145	7	in	in	ADP
fbem-17287	145	8	transportation	transportation	NOUN
fbem-17287	145	9	management	management	NOUN
fbem-17287	145	10	has	have	AUX
fbem-17287	145	11	led	lead	VERB
fbem-17287	145	12	to	to	ADP
fbem-17287	145	13	the	the	DET
fbem-17287	145	14	widespread	widespread	ADJ
fbem-17287	145	15	adoption	adoption	NOUN
fbem-17287	145	16	of	of	ADP
fbem-17287	145	17	bus	bus	NOUN
fbem-17287	145	18	priority	priority	NOUN
fbem-17287	145	19	measures	measure	NOUN
fbem-17287	145	20	in	in	ADP
fbem-17287	145	21	japan	japan	PROPN
fbem-17287	145	22	,	,	PUNCT
fbem-17287	145	23	ensuring	ensure	VERB
fbem-17287	145	24	seamless	seamless	ADJ
fbem-17287	145	25	connections	connection	NOUN
fbem-17287	145	26	between	between	ADP
fbem-17287	145	27	buses	bus	NOUN
fbem-17287	145	28	and	and	CCONJ
fbem-17287	145	29	rail	rail	NOUN
fbem-17287	145	30	transit	transit	NOUN
fbem-17287	145	31	,	,	PUNCT
fbem-17287	145	32	and	and	CCONJ
fbem-17287	145	33	accurately	accurately	ADV
fbem-17287	145	34	estimating	estimate	VERB
fbem-17287	145	35	transfer	transfer	NOUN
fbem-17287	145	36	times	time	NOUN
fbem-17287	145	37	to	to	PART
fbem-17287	145	38	enhance	enhance	VERB
fbem-17287	145	39	the	the	DET
fbem-17287	145	40	efficiency	efficiency	NOUN
fbem-17287	145	41	of	of	ADP
fbem-17287	145	42	bus	bus	NOUN
fbem-17287	145	43	travel	travel	NOUN
fbem-17287	145	44	.	.	PUNCT
fbem-17287	146	1	while	while	SCONJ
fbem-17287	146	2	taiyuan	taiyuan	PROPN
fbem-17287	146	3	's	's	PART
fbem-17287	146	4	public	public	ADJ
fbem-17287	146	5	transportation	transportation	NOUN
fbem-17287	146	6	infrastructure	infrastructure	NOUN
fbem-17287	146	7	has	have	AUX
fbem-17287	146	8	made	make	VERB
fbem-17287	146	9	strides	stride	NOUN
fbem-17287	146	10	towards	towards	ADP
fbem-17287	146	11	intelligent	intelligent	ADJ
fbem-17287	146	12	development	development	NOUN
fbem-17287	146	13	,	,	PUNCT
fbem-17287	146	14	there	there	PRON
fbem-17287	146	15	are	be	VERB
fbem-17287	146	16	areas	area	NOUN
fbem-17287	146	17	that	that	PRON
fbem-17287	146	18	require	require	VERB
fbem-17287	146	19	improvement	improvement	NOUN
fbem-17287	146	20	,	,	PUNCT
fbem-17287	146	21	particularly	particularly	ADV
fbem-17287	146	22	in	in	ADP
fbem-17287	146	23	the	the	DET
fbem-17287	146	24	timely	timely	ADJ
fbem-17287	146	25	replacement	replacement	NOUN
fbem-17287	146	26	of	of	ADP
fbem-17287	146	27	bus	bus	NOUN
fbem-17287	146	28	stops	stop	NOUN
fbem-17287	146	29	.	.	PUNCT
fbem-17287	147	1	with	with	ADP
fbem-17287	147	2	the	the	DET
fbem-17287	147	3	completion	completion	NOUN
fbem-17287	147	4	of	of	ADP
fbem-17287	147	5	metro	metro	PROPN
fbem-17287	147	6	line	line	NOUN
fbem-17287	147	7	2	2	NUM
fbem-17287	147	8	,	,	PUNCT
fbem-17287	147	9	there	there	PRON
fbem-17287	147	10	is	be	VERB
fbem-17287	147	11	an	an	DET
fbem-17287	147	12	opportunity	opportunity	NOUN
fbem-17287	147	13	to	to	PART
fbem-17287	147	14	optimize	optimize	VERB
fbem-17287	147	15	bus	bus	NOUN
fbem-17287	147	16	stop	stop	NOUN
fbem-17287	147	17	locations	location	NOUN
fbem-17287	147	18	along	along	ADP
fbem-17287	147	19	the	the	DET
fbem-17287	147	20	route	route	NOUN
fbem-17287	147	21	for	for	ADP
fbem-17287	147	22	better	well	ADJ
fbem-17287	147	23	integration	integration	NOUN
fbem-17287	147	24	with	with	ADP
fbem-17287	147	25	the	the	DET
fbem-17287	147	26	subway	subway	NOUN
fbem-17287	147	27	.	.	PUNCT
fbem-17287	148	1	as	as	ADP
fbem-17287	148	2	the	the	DET
fbem-17287	148	3	impending	impending	ADJ
fbem-17287	148	4	completion	completion	NOUN
fbem-17287	148	5	of	of	ADP
fbem-17287	148	6	metro	metro	PROPN
fbem-17287	148	7	line	line	NOUN
fbem-17287	148	8	1	1	NUM
fbem-17287	148	9	approaches	approach	NOUN
fbem-17287	148	10	,	,	PUNCT
fbem-17287	148	11	taiyuan	taiyuan	PROPN
fbem-17287	148	12	can	can	AUX
fbem-17287	148	13	further	far	ADV
fbem-17287	148	14	adjust	adjust	VERB
fbem-17287	148	15	bus	bus	NOUN
fbem-17287	148	16	stop	stop	NOUN
fbem-17287	148	17	locations	location	NOUN
fbem-17287	148	18	based	base	VERB
fbem-17287	148	19	on	on	ADP
fbem-17287	148	20	actual	actual	ADJ
fbem-17287	148	21	needs	need	NOUN
fbem-17287	148	22	.	.	PUNCT
fbem-17287	149	1	flexibility	flexibility	NOUN
fbem-17287	149	2	in	in	ADP
fbem-17287	149	3	modifying	modify	VERB
fbem-17287	149	4	bus	bus	NOUN
fbem-17287	149	5	routes	route	NOUN
fbem-17287	149	6	,	,	PUNCT
fbem-17287	149	7	driven	drive	VERB
fbem-17287	149	8	by	by	ADP
fbem-17287	149	9	feedback	feedback	NOUN
fbem-17287	149	10	on	on	ADP
fbem-17287	149	11	passenger	passenger	NOUN
fbem-17287	149	12	volume	volume	NOUN
fbem-17287	149	13	,	,	PUNCT
fbem-17287	149	14	is	be	AUX
fbem-17287	149	15	essential	essential	ADJ
fbem-17287	149	16	.	.	PUNCT
fbem-17287	150	1	removing	remove	VERB
fbem-17287	150	2	stops	stop	NOUN
fbem-17287	150	3	with	with	ADP
fbem-17287	150	4	low	low	ADJ
fbem-17287	150	5	passenger	passenger	NOUN
fbem-17287	150	6	concentration	concentration	NOUN
fbem-17287	150	7	and	and	CCONJ
fbem-17287	150	8	adding	add	VERB
fbem-17287	150	9	stops	stop	NOUN
fbem-17287	150	10	where	where	SCONJ
fbem-17287	150	11	needed	need	VERB
fbem-17287	150	12	can	can	AUX
fbem-17287	150	13	enhance	enhance	VERB
fbem-17287	150	14	the	the	DET
fbem-17287	150	15	efficiency	efficiency	NOUN
fbem-17287	150	16	of	of	ADP
fbem-17287	150	17	the	the	DET
fbem-17287	150	18	bus	bus	NOUN
fbem-17287	150	19	network	network	NOUN
fbem-17287	150	20	.	.	PUNCT
fbem-17287	151	1	efforts	effort	NOUN
fbem-17287	151	2	should	should	AUX
fbem-17287	151	3	also	also	ADV
fbem-17287	151	4	be	be	AUX
fbem-17287	151	5	directed	direct	VERB
fbem-17287	151	6	towards	towards	ADP
fbem-17287	151	7	upgrading	upgrade	VERB
fbem-17287	151	8	the	the	DET
fbem-17287	151	9	existing	exist	VERB
fbem-17287	151	10	engine	engine	NOUN
fbem-17287	151	11	systems	system	NOUN
fbem-17287	151	12	to	to	PART
fbem-17287	151	13	improve	improve	VERB
fbem-17287	151	14	speed	speed	NOUN
fbem-17287	151	15	on	on	ADP
fbem-17287	151	16	suitable	suitable	ADJ
fbem-17287	151	17	road	road	NOUN
fbem-17287	151	18	segments	segment	NOUN
fbem-17287	151	19	,	,	PUNCT
fbem-17287	151	20	ensuring	ensure	VERB
fbem-17287	151	21	time	time	NOUN
fbem-17287	151	22	savings	saving	NOUN
fbem-17287	151	23	for	for	ADP
fbem-17287	151	24	passengers	passenger	NOUN
fbem-17287	151	25	and	and	CCONJ
fbem-17287	151	26	increasing	increase	VERB
fbem-17287	151	27	overall	overall	ADJ
fbem-17287	151	28	travel	travel	NOUN
fbem-17287	151	29	efficiency	efficiency	NOUN
fbem-17287	151	30	.	.	PUNCT
fbem-17287	152	1	additionally	additionally	ADV
fbem-17287	152	2	,	,	PUNCT
fbem-17287	152	3	deploying	deploy	VERB
fbem-17287	152	4	specialized	specialized	ADJ
fbem-17287	152	5	personnel	personnel	NOUN
fbem-17287	152	6	at	at	ADP
fbem-17287	152	7	each	each	DET
fbem-17287	152	8	bus	bus	NOUN
fbem-17287	152	9	stop	stop	VERB
fbem-17287	152	10	for	for	ADP
fbem-17287	152	11	crowd	crowd	NOUN
fbem-17287	152	12	management	management	NOUN
fbem-17287	152	13	and	and	CCONJ
fbem-17287	152	14	maintenance	maintenance	NOUN
fbem-17287	152	15	may	may	AUX
fbem-17287	152	16	be	be	AUX
fbem-17287	152	17	reconsidered	reconsider	VERB
fbem-17287	152	18	for	for	ADP
fbem-17287	152	19	a	a	DET
fbem-17287	152	20	more	more	ADV
fbem-17287	152	21	efficient	efficient	ADJ
fbem-17287	152	22	use	use	NOUN
fbem-17287	152	23	of	of	ADP
fbem-17287	152	24	manpower	manpower	NOUN
fbem-17287	152	25	.	.	PUNCT
fbem-17287	153	1	upgrading	upgrade	VERB
fbem-17287	153	2	the	the	DET
fbem-17287	153	3	current	current	ADJ
fbem-17287	153	4	engine	engine	NOUN
fbem-17287	153	5	systems	system	NOUN
fbem-17287	153	6	and	and	CCONJ
fbem-17287	153	7	implementing	implement	VERB
fbem-17287	153	8	speed	speed	NOUN
fbem-17287	153	9	enhancements	enhancement	NOUN
fbem-17287	153	10	on	on	ADP
fbem-17287	153	11	appropriate	appropriate	ADJ
fbem-17287	153	12	road	road	NOUN
fbem-17287	153	13	segments	segment	NOUN
fbem-17287	153	14	can	can	AUX
fbem-17287	153	15	be	be	AUX
fbem-17287	153	16	followed	follow	VERB
fbem-17287	153	17	by	by	ADP
fbem-17287	153	18	relaxing	relax	VERB
fbem-17287	153	19	traffic	traffic	NOUN
fbem-17287	153	20	restrictions	restriction	NOUN
fbem-17287	153	21	,	,	PUNCT
fbem-17287	153	22	allowing	allow	VERB
fbem-17287	153	23	buses	bus	NOUN
fbem-17287	153	24	to	to	PART
fbem-17287	153	25	further	far	ADV
fbem-17287	153	26	increase	increase	VERB
fbem-17287	153	27	speed	speed	NOUN
fbem-17287	153	28	and	and	CCONJ
fbem-17287	153	29	reduce	reduce	VERB
fbem-17287	153	30	passenger	passenger	NOUN
fbem-17287	153	31	travel	travel	NOUN
fbem-17287	153	32	time	time	NOUN
fbem-17287	153	33	.	.	PUNCT
fbem-17287	154	1	in	in	ADP
fbem-17287	154	2	conclusion	conclusion	NOUN
fbem-17287	154	3	,	,	PUNCT
fbem-17287	154	4	taiyuan	taiyuan	PROPN
fbem-17287	154	5	can	can	AUX
fbem-17287	154	6	enhance	enhance	VERB
fbem-17287	154	7	its	its	PRON
fbem-17287	154	8	public	public	ADJ
fbem-17287	154	9	transportation	transportation	NOUN
fbem-17287	154	10	system	system	NOUN
fbem-17287	154	11	by	by	ADP
fbem-17287	154	12	adopting	adopt	VERB
fbem-17287	154	13	lessons	lesson	NOUN
fbem-17287	154	14	from	from	ADP
fbem-17287	154	15	hangzhou	hangzhou	PROPN
fbem-17287	154	16	and	and	CCONJ
fbem-17287	154	17	tokyo	tokyo	PROPN
fbem-17287	154	18	,	,	PUNCT
fbem-17287	154	19	particularly	particularly	ADV
fbem-17287	154	20	in	in	ADP
fbem-17287	154	21	optimizing	optimize	VERB
fbem-17287	154	22	routes	route	NOUN
fbem-17287	154	23	,	,	PUNCT
fbem-17287	154	24	integrating	integrate	VERB
fbem-17287	154	25	bus	bus	NOUN
fbem-17287	154	26	and	and	CCONJ
fbem-17287	154	27	subway	subway	NOUN
fbem-17287	154	28	networks	network	NOUN
fbem-17287	154	29	,	,	PUNCT
fbem-17287	154	30	and	and	CCONJ
fbem-17287	154	31	utilizing	utilize	VERB
fbem-17287	154	32	advanced	advanced	ADJ
fbem-17287	154	33	information	information	NOUN
fbem-17287	154	34	technology	technology	NOUN
fbem-17287	154	35	for	for	ADP
fbem-17287	154	36	efficient	efficient	ADJ
fbem-17287	154	37	and	and	CCONJ
fbem-17287	154	38	seamless	seamless	ADJ
fbem-17287	154	39	transportation	transportation	NOUN
fbem-17287	154	40	.	.	PUNCT
fbem-17287	155	1	continuous	continuous	ADJ
fbem-17287	155	2	improvements	improvement	NOUN
fbem-17287	155	3	in	in	ADP
fbem-17287	155	4	infrastructure	infrastructure	NOUN
fbem-17287	155	5	and	and	CCONJ
fbem-17287	155	6	operations	operation	NOUN
fbem-17287	155	7	will	will	AUX
fbem-17287	155	8	contribute	contribute	VERB
fbem-17287	155	9	to	to	ADP
fbem-17287	155	10	a	a	DET
fbem-17287	155	11	more	more	ADV
fbem-17287	155	12	intelligent	intelligent	ADJ
fbem-17287	155	13	and	and	CCONJ
fbem-17287	155	14	effective	effective	ADJ
fbem-17287	155	15	public	public	ADJ
fbem-17287	155	16	transportation	transportation	NOUN
fbem-17287	155	17	system	system	NOUN
fbem-17287	155	18	for	for	ADP
fbem-17287	155	19	the	the	DET
fbem-17287	155	20	city	city	NOUN
fbem-17287	155	21	.	.	PUNCT
fbem-17287	156	1	5.3	5.3	NUM
fbem-17287	156	2	.	.	PUNCT
fbem-17287	156	3	improving	improve	VERB
fbem-17287	156	4	the	the	DET
fbem-17287	156	5	welfare	welfare	NOUN
fbem-17287	156	6	policy	policy	NOUN
fbem-17287	156	7	of	of	ADP
fbem-17287	156	8	free	free	ADJ
fbem-17287	156	9	bus	bus	NOUN
fbem-17287	156	10	rides	ride	NOUN
fbem-17287	156	11	for	for	ADP
fbem-17287	156	12	the	the	DET
fbem-17287	156	13	elderly	elderly	ADJ
fbem-17287	156	14	shanghai	shanghai	PROPN
fbem-17287	156	15	officially	officially	ADV
fbem-17287	156	16	discontinued	discontinue	VERB
fbem-17287	156	17	the	the	DET
fbem-17287	156	18	system	system	NOUN
fbem-17287	156	19	allowing	allow	VERB
fbem-17287	156	20	individuals	individual	NOUN
fbem-17287	156	21	aged	aged	ADJ
fbem-17287	156	22	70	70	NUM
fbem-17287	156	23	and	and	CCONJ
fbem-17287	156	24	above	above	ADV
fbem-17287	156	25	to	to	PART
fbem-17287	156	26	ride	ride	VERB
fbem-17287	156	27	buses	bus	NOUN
fbem-17287	156	28	for	for	ADP
fbem-17287	156	29	free	free	ADJ
fbem-17287	156	30	in	in	ADP
fbem-17287	156	31	2016	2016	NUM
fbem-17287	156	32	.	.	PUNCT
fbem-17287	157	1	consequently	consequently	ADV
fbem-17287	157	2	,	,	PUNCT
fbem-17287	157	3	elderly	elderly	ADJ
fbem-17287	157	4	individuals	individual	NOUN
fbem-17287	157	5	are	be	AUX
fbem-17287	157	6	now	now	ADV
fbem-17287	157	7	required	require	VERB
fbem-17287	157	8	to	to	PART
fbem-17287	157	9	purchase	purchase	VERB
fbem-17287	157	10	tickets	ticket	NOUN
fbem-17287	157	11	or	or	CCONJ
fbem-17287	157	12	use	use	VERB
fbem-17287	157	13	coins	coin	NOUN
fbem-17287	157	14	for	for	ADP
fbem-17287	157	15	bus	bus	NOUN
fbem-17287	157	16	rides	ride	NOUN
fbem-17287	157	17	.	.	PUNCT
fbem-17287	158	1	however	however	ADV
fbem-17287	158	2	,	,	PUNCT
fbem-17287	158	3	a	a	DET
fbem-17287	158	4	comprehensive	comprehensive	ADJ
fbem-17287	158	5	subsidy	subsidy	NOUN
fbem-17287	158	6	system	system	NOUN
fbem-17287	158	7	was	be	AUX
fbem-17287	158	8	implemented	implement	VERB
fbem-17287	158	9	for	for	ADP
fbem-17287	158	10	senior	senior	ADJ
fbem-17287	158	11	citizens	citizen	NOUN
fbem-17287	158	12	.	.	PUNCT
fbem-17287	159	1	those	those	PRON
fbem-17287	159	2	aged	aged	ADJ
fbem-17287	159	3	65	65	NUM
fbem-17287	159	4	-	-	SYM
fbem-17287	159	5	69	69	NUM
fbem-17287	159	6	receive	receive	VERB
fbem-17287	159	7	a	a	DET
fbem-17287	159	8	monthly	monthly	ADJ
fbem-17287	159	9	subsidy	subsidy	NOUN
fbem-17287	159	10	of	of	ADP
fbem-17287	159	11	¥	¥	SYM
fbem-17287	159	12	75	75	NUM
fbem-17287	159	13	,	,	PUNCT
fbem-17287	159	14	those	those	PRON
fbem-17287	159	15	aged	aged	ADJ
fbem-17287	159	16	70	70	NUM
fbem-17287	159	17	-	-	SYM
fbem-17287	159	18	80	80	NUM
fbem-17287	159	19	receive	receive	VERB
fbem-17287	159	20	¥	¥	SYM
fbem-17287	159	21	150	150	NUM
fbem-17287	159	22	,	,	PUNCT
fbem-17287	159	23	and	and	CCONJ
fbem-17287	159	24	those	those	PRON
fbem-17287	159	25	aged	aged	ADJ
fbem-17287	159	26	80	80	NUM
fbem-17287	159	27	-	-	SYM
fbem-17287	159	28	89	89	NUM
fbem-17287	159	29	receive	receive	VERB
fbem-17287	159	30	¥	¥	SYM
fbem-17287	159	31	180	180	NUM
fbem-17287	159	32	,	,	PUNCT
fbem-17287	159	33	with	with	ADP
fbem-17287	159	34	the	the	DET
fbem-17287	159	35	subsidy	subsidy	NOUN
fbem-17287	159	36	increasing	increase	VERB
fbem-17287	159	37	with	with	ADP
fbem-17287	159	38	age	age	NOUN
fbem-17287	159	39	.	.	PUNCT
fbem-17287	160	1	according	accord	VERB
fbem-17287	160	2	to	to	ADP
fbem-17287	160	3	data	datum	NOUN
fbem-17287	160	4	provided	provide	VERB
fbem-17287	160	5	by	by	ADP
fbem-17287	160	6	shanghai	shanghai	PROPN
fbem-17287	160	7	,	,	PUNCT
fbem-17287	160	8	the	the	DET
fbem-17287	160	9	implementation	implementation	NOUN
fbem-17287	160	10	of	of	ADP
fbem-17287	160	11	this	this	DET
fbem-17287	160	12	new	new	ADJ
fbem-17287	160	13	policy	policy	NOUN
fbem-17287	160	14	resulted	result	VERB
fbem-17287	160	15	in	in	ADP
fbem-17287	160	16	a	a	DET
fbem-17287	160	17	significant	significant	ADJ
fbem-17287	160	18	decrease	decrease	NOUN
fbem-17287	160	19	in	in	ADP
fbem-17287	160	20	the	the	DET
fbem-17287	160	21	number	number	NOUN
fbem-17287	160	22	of	of	ADP
fbem-17287	160	23	elderly	elderly	ADJ
fbem-17287	160	24	individuals	individual	NOUN
fbem-17287	160	25	using	use	VERB
fbem-17287	160	26	public	public	ADJ
fbem-17287	160	27	buses	bus	NOUN
fbem-17287	160	28	.	.	PUNCT
fbem-17287	161	1	seniors	senior	NOUN
fbem-17287	161	2	are	be	AUX
fbem-17287	161	3	gradually	gradually	ADV
fbem-17287	161	4	adapting	adapt	VERB
fbem-17287	161	5	their	their	PRON
fbem-17287	161	6	travel	travel	NOUN
fbem-17287	161	7	methods	method	NOUN
fbem-17287	161	8	,	,	PUNCT
fbem-17287	161	9	effectively	effectively	ADV
fbem-17287	161	10	reducing	reduce	VERB
fbem-17287	161	11	conflicts	conflict	NOUN
fbem-17287	161	12	over	over	ADP
fbem-17287	161	13	seat	seat	NOUN
fbem-17287	161	14	availability	availability	NOUN
fbem-17287	161	15	and	and	CCONJ
fbem-17287	161	16	preventing	prevent	VERB
fbem-17287	161	17	resource	resource	NOUN
fbem-17287	161	18	competition	competition	NOUN
fbem-17287	161	19	during	during	ADP
fbem-17287	161	20	peak	peak	NOUN
fbem-17287	161	21	hours	hour	NOUN
fbem-17287	161	22	.	.	PUNCT
fbem-17287	162	1	the	the	DET
fbem-17287	162	2	concept	concept	NOUN
fbem-17287	162	3	of	of	ADP
fbem-17287	162	4	intelligent	intelligent	ADJ
fbem-17287	162	5	public	public	ADJ
fbem-17287	162	6	transportation	transportation	NOUN
fbem-17287	162	7	should	should	AUX
fbem-17287	162	8	be	be	AUX
fbem-17287	162	9	an	an	DET
fbem-17287	162	10	inclusive	inclusive	ADJ
fbem-17287	162	11	system	system	NOUN
fbem-17287	162	12	,	,	PUNCT
fbem-17287	162	13	where	where	SCONJ
fbem-17287	162	14	the	the	DET
fbem-17287	162	15	elderly	elderly	ADJ
fbem-17287	162	16	in	in	ADP
fbem-17287	162	17	the	the	DET
fbem-17287	162	18	city	city	NOUN
fbem-17287	162	19	are	be	AUX
fbem-17287	162	20	not	not	PART
fbem-17287	162	21	considered	consider	VERB
fbem-17287	162	22	a	a	DET
fbem-17287	162	23	disadvantaged	disadvantaged	ADJ
fbem-17287	162	24	group	group	NOUN
fbem-17287	162	25	but	but	CCONJ
fbem-17287	162	26	rather	rather	ADV
fbem-17287	162	27	an	an	DET
fbem-17287	162	28	integral	integral	ADJ
fbem-17287	162	29	part	part	NOUN
fbem-17287	162	30	of	of	ADP
fbem-17287	162	31	promoting	promote	VERB
fbem-17287	162	32	the	the	DET
fbem-17287	162	33	development	development	NOUN
fbem-17287	162	34	of	of	ADP
fbem-17287	162	35	intelligent	intelligent	ADJ
fbem-17287	162	36	public	public	ADJ
fbem-17287	162	37	transportation	transportation	NOUN
fbem-17287	162	38	.	.	PUNCT
fbem-17287	163	1	therefore	therefore	ADV
fbem-17287	163	2	,	,	PUNCT
fbem-17287	163	3	taiyuan	taiyuan	PROPN
fbem-17287	163	4	can	can	AUX
fbem-17287	163	5	consider	consider	VERB
fbem-17287	163	6	implementing	implement	VERB
fbem-17287	163	7	a	a	DET
fbem-17287	163	8	similar	similar	ADJ
fbem-17287	163	9	policy	policy	NOUN
fbem-17287	163	10	.	.	PUNCT
fbem-17287	164	1	this	this	DET
fbem-17287	164	2	subsidy	subsidy	NOUN
fbem-17287	164	3	policy	policy	NOUN
fbem-17287	164	4	could	could	AUX
fbem-17287	164	5	impose	impose	VERB
fbem-17287	164	6	restrictions	restriction	NOUN
fbem-17287	164	7	on	on	ADP
fbem-17287	164	8	seniors	senior	NOUN
fbem-17287	164	9	who	who	PRON
fbem-17287	164	10	frequently	frequently	ADV
fbem-17287	164	11	do	do	AUX
fbem-17287	164	12	not	not	PART
fbem-17287	164	13	utilize	utilize	VERB
fbem-17287	164	14	public	public	ADJ
fbem-17287	164	15	buses	bus	NOUN
fbem-17287	164	16	or	or	CCONJ
fbem-17287	164	17	travel	travel	VERB
fbem-17287	164	18	during	during	ADP
fbem-17287	164	19	peak	peak	NOUN
fbem-17287	164	20	hours	hour	NOUN
fbem-17287	164	21	.	.	PUNCT
fbem-17287	165	1	the	the	DET
fbem-17287	165	2	subsidies	subsidy	NOUN
fbem-17287	165	3	provided	provide	VERB
fbem-17287	165	4	would	would	AUX
fbem-17287	165	5	also	also	ADV
fbem-17287	165	6	not	not	PART
fbem-17287	165	7	burden	burden	VERB
fbem-17287	165	8	those	those	DET
fbem-17287	165	9	seniors	senior	NOUN
fbem-17287	165	10	who	who	PRON
fbem-17287	165	11	genuinely	genuinely	ADV
fbem-17287	165	12	rely	rely	VERB
fbem-17287	165	13	on	on	ADP
fbem-17287	165	14	public	public	ADJ
fbem-17287	165	15	transportation	transportation	NOUN
fbem-17287	165	16	.	.	PUNCT
fbem-17287	166	1	another	another	DET
fbem-17287	166	2	approach	approach	NOUN
fbem-17287	166	3	could	could	AUX
fbem-17287	166	4	involve	involve	VERB
fbem-17287	166	5	implementing	implement	VERB
fbem-17287	166	6	measures	measure	NOUN
fbem-17287	166	7	such	such	ADJ
fbem-17287	166	8	as	as	ADP
fbem-17287	166	9	separate	separate	ADJ
fbem-17287	166	10	buses	bus	NOUN
fbem-17287	166	11	for	for	ADP
fbem-17287	166	12	the	the	DET
fbem-17287	166	13	elderly	elderly	ADJ
fbem-17287	166	14	and	and	CCONJ
fbem-17287	166	15	the	the	DET
fbem-17287	166	16	general	general	ADJ
fbem-17287	166	17	public	public	NOUN
fbem-17287	166	18	during	during	ADP
fbem-17287	166	19	peak	peak	ADJ
fbem-17287	166	20	hours	hour	NOUN
fbem-17287	166	21	in	in	ADP
fbem-17287	166	22	the	the	DET
fbem-17287	166	23	morning	morning	NOUN
fbem-17287	166	24	and	and	CCONJ
fbem-17287	166	25	evening	evening	NOUN
fbem-17287	166	26	for	for	ADP
fbem-17287	166	27	individuals	individual	NOUN
fbem-17287	166	28	aged	age	VERB
fbem-17287	166	29	60	60	NUM
fbem-17287	166	30	and	and	CCONJ
fbem-17287	166	31	above	above	ADV
fbem-17287	166	32	.	.	PUNCT
fbem-17287	167	1	this	this	PRON
fbem-17287	167	2	would	would	AUX
fbem-17287	167	3	meet	meet	VERB
fbem-17287	167	4	the	the	DET
fbem-17287	167	5	needs	need	NOUN
fbem-17287	167	6	of	of	ADP
fbem-17287	167	7	working	work	VERB
fbem-17287	167	8	professionals	professional	NOUN
fbem-17287	167	9	and	and	CCONJ
fbem-17287	167	10	students	student	NOUN
fbem-17287	167	11	during	during	ADP
fbem-17287	167	12	their	their	PRON
fbem-17287	167	13	commute	commute	NOUN
fbem-17287	167	14	,	,	PUNCT
fbem-17287	167	15	enhancing	enhance	VERB
fbem-17287	167	16	the	the	DET
fbem-17287	167	17	public	public	ADJ
fbem-17287	167	18	transportation	transportation	NOUN
fbem-17287	167	19	experience	experience	NOUN
fbem-17287	167	20	for	for	ADP
fbem-17287	167	21	these	these	DET
fbem-17287	167	22	groups	group	NOUN
fbem-17287	167	23	without	without	ADP
fbem-17287	167	24	interfering	interfere	VERB
fbem-17287	167	25	with	with	ADP
fbem-17287	167	26	the	the	DET
fbem-17287	167	27	requirements	requirement	NOUN
fbem-17287	167	28	of	of	ADP
fbem-17287	167	29	the	the	DET
fbem-17287	167	30	elderly	elderly	ADJ
fbem-17287	167	31	.	.	PUNCT
fbem-17287	168	1	this	this	DET
fbem-17287	168	2	approach	approach	NOUN
fbem-17287	168	3	aims	aim	VERB
fbem-17287	168	4	to	to	PART
fbem-17287	168	5	improve	improve	VERB
fbem-17287	168	6	the	the	DET
fbem-17287	168	7	overall	overall	ADJ
fbem-17287	168	8	efficiency	efficiency	NOUN
fbem-17287	168	9	of	of	ADP
fbem-17287	168	10	public	public	ADJ
fbem-17287	168	11	transportation	transportation	NOUN
fbem-17287	168	12	services	service	NOUN
fbem-17287	168	13	.	.	PUNCT
fbem-17287	169	1	5.4	5.4	NUM
fbem-17287	169	2	.	.	PUNCT
fbem-17287	170	1	innovating	innovate	VERB
fbem-17287	170	2	taiyuan	taiyuan	PROPN
fbem-17287	170	3	's	's	PART
fbem-17287	170	4	public	public	ADJ
fbem-17287	170	5	transit	transit	NOUN
fbem-17287	170	6	refined	refined	ADJ
fbem-17287	170	7	management	management	NOUN
fbem-17287	170	8	approach	approach	NOUN
fbem-17287	170	9	following	follow	VERB
fbem-17287	170	10	the	the	DET
fbem-17287	170	11	precise	precise	ADJ
fbem-17287	170	12	calculation	calculation	NOUN
fbem-17287	170	13	of	of	ADP
fbem-17287	170	14	passenger	passenger	NOUN
fbem-17287	170	15	traffic	traffic	NOUN
fbem-17287	170	16	at	at	ADP
fbem-17287	170	17	bus	bus	NOUN
fbem-17287	170	18	stops	stop	VERB
fbem-17287	170	19	through	through	ADP
fbem-17287	170	20	the	the	DET
fbem-17287	170	21	aforementioned	aforementioned	ADJ
fbem-17287	170	22	methods	method	NOUN
fbem-17287	170	23	,	,	PUNCT
fbem-17287	170	24	an	an	DET
fbem-17287	170	25	innovative	innovative	ADJ
fbem-17287	170	26	approach	approach	NOUN
fbem-17287	170	27	known	know	VERB
fbem-17287	170	28	as	as	ADP
fbem-17287	170	29	"	"	PUNCT
fbem-17287	170	30	skip	skip	VERB
fbem-17287	170	31	-	-	PUNCT
fbem-17287	170	32	stop	stop	NOUN
fbem-17287	170	33	operation	operation	NOUN
fbem-17287	170	34	"	"	PUNCT
fbem-17287	170	35	can	can	AUX
fbem-17287	170	36	be	be	AUX
fbem-17287	170	37	introduced	introduce	VERB
fbem-17287	170	38	for	for	ADP
fbem-17287	170	39	buses	bus	NOUN
fbem-17287	170	40	.	.	PUNCT
fbem-17287	171	1	skip	skip	VERB
fbem-17287	171	2	-	-	PUNCT
fbem-17287	171	3	stop	stop	NOUN
fbem-17287	171	4	operation	operation	NOUN
fbem-17287	171	5	involves	involve	VERB
fbem-17287	171	6	a	a	DET
fbem-17287	171	7	bus	bus	NOUN
fbem-17287	171	8	bypassing	bypass	VERB
fbem-17287	171	9	a	a	DET
fbem-17287	171	10	specific	specific	ADJ
fbem-17287	171	11	station	station	NOUN
fbem-17287	171	12	on	on	ADP
fbem-17287	171	13	its	its	PRON
fbem-17287	171	14	route	route	NOUN
fbem-17287	171	15	based	base	VERB
fbem-17287	171	16	on	on	ADP
fbem-17287	171	17	data	datum	NOUN
fbem-17287	171	18	obtained	obtain	VERB
fbem-17287	171	19	from	from	ADP
fbem-17287	171	20	onboard	onboard	ADP
fbem-17287	171	21	gps	gps	NOUN
fbem-17287	171	22	devices	device	NOUN
fbem-17287	171	23	and	and	CCONJ
fbem-17287	171	24	station	station	NOUN
fbem-17287	171	25	sensing	sense	VERB
fbem-17287	171	26	equipment	equipment	NOUN
fbem-17287	171	27	,	,	PUNCT
fbem-17287	171	28	including	include	VERB
fbem-17287	171	29	the	the	DET
fbem-17287	171	30	number	number	NOUN
fbem-17287	171	31	of	of	ADP
fbem-17287	171	32	passengers	passenger	NOUN
fbem-17287	171	33	on	on	ADP
fbem-17287	171	34	board	board	NOUN
fbem-17287	171	35	and	and	CCONJ
fbem-17287	171	36	at	at	ADP
fbem-17287	171	37	the	the	DET
fbem-17287	171	38	bus	bus	NOUN
fbem-17287	171	39	stop	stop	NOUN
fbem-17287	171	40	.	.	PUNCT
fbem-17287	172	1	if	if	SCONJ
fbem-17287	172	2	there	there	PRON
fbem-17287	172	3	are	be	VERB
fbem-17287	172	4	no	no	DET
fbem-17287	172	5	passengers	passenger	NOUN
fbem-17287	172	6	waiting	wait	VERB
fbem-17287	172	7	at	at	ADP
fbem-17287	172	8	the	the	DET
fbem-17287	172	9	next	next	ADJ
fbem-17287	172	10	bus	bus	NOUN
fbem-17287	172	11	stop	stop	NOUN
fbem-17287	172	12	and	and	CCONJ
fbem-17287	172	13	no	no	DET
fbem-17287	172	14	passengers	passenger	NOUN
fbem-17287	172	15	planning	plan	VERB
fbem-17287	172	16	to	to	PART
fbem-17287	172	17	disembark	disembark	VERB
fbem-17287	172	18	,	,	PUNCT
fbem-17287	172	19	the	the	DET
fbem-17287	172	20	bus	bus	NOUN
fbem-17287	172	21	driver	driver	NOUN
fbem-17287	172	22	,	,	PUNCT
fbem-17287	172	23	upon	upon	SCONJ
fbem-17287	172	24	receiving	receive	VERB
fbem-17287	172	25	this	this	DET
fbem-17287	172	26	data	datum	NOUN
fbem-17287	172	27	,	,	PUNCT
fbem-17287	172	28	can	can	AUX
fbem-17287	172	29	skip	skip	VERB
fbem-17287	172	30	that	that	DET
fbem-17287	172	31	particular	particular	ADJ
fbem-17287	172	32	station	station	NOUN
fbem-17287	172	33	.	.	PUNCT
fbem-17287	173	1	however	however	ADV
fbem-17287	173	2	,	,	PUNCT
fbem-17287	173	3	the	the	DET
fbem-17287	173	4	decision	decision	NOUN
fbem-17287	173	5	for	for	ADP
fbem-17287	173	6	the	the	DET
fbem-17287	173	7	next	next	ADJ
fbem-17287	173	8	bus	bus	NOUN
fbem-17287	173	9	to	to	PART
fbem-17287	173	10	skip	skip	VERB
fbem-17287	173	11	the	the	DET
fbem-17287	173	12	station	station	NOUN
fbem-17287	173	13	is	be	AUX
fbem-17287	173	14	contingent	contingent	ADJ
fbem-17287	173	15	upon	upon	SCONJ
fbem-17287	173	16	feedback	feedback	NOUN
fbem-17287	173	17	from	from	ADP
fbem-17287	173	18	the	the	DET
fbem-17287	173	19	aforementioned	aforementioned	ADJ
fbem-17287	173	20	information	information	NOUN
fbem-17287	173	21	.	.	PUNCT
fbem-17287	174	1	when	when	SCONJ
fbem-17287	174	2	determining	determine	VERB
fbem-17287	174	3	whether	whether	SCONJ
fbem-17287	174	4	a	a	DET
fbem-17287	174	5	bus	bus	NOUN
fbem-17287	174	6	should	should	AUX
fbem-17287	174	7	skip	skip	VERB
fbem-17287	174	8	a	a	DET
fbem-17287	174	9	station	station	NOUN
fbem-17287	174	10	,	,	PUNCT
fbem-17287	174	11	a	a	DET
fbem-17287	174	12	time	time	NOUN
fbem-17287	174	13	parameter	parameter	NOUN
fbem-17287	174	14	related	relate	VERB
fbem-17287	174	15	to	to	ADP
fbem-17287	174	16	passenger	passenger	NOUN
fbem-17287	174	17	waiting	waiting	NOUN
fbem-17287	174	18	time	time	NOUN
fbem-17287	174	19	can	can	AUX
fbem-17287	174	20	be	be	AUX
fbem-17287	174	21	incorporated	incorporate	VERB
fbem-17287	174	22	.	.	PUNCT
fbem-17287	175	1	keeping	keep	VERB
fbem-17287	175	2	the	the	DET
fbem-17287	175	3	calculated	calculate	VERB
fbem-17287	175	4	time	time	NOUN
fbem-17287	175	5	parameters	parameter	NOUN
fbem-17287	175	6	within	within	ADP
fbem-17287	175	7	a	a	DET
fbem-17287	175	8	specific	specific	ADJ
fbem-17287	175	9	range	range	NOUN
fbem-17287	175	10	can	can	AUX
fbem-17287	175	11	reduce	reduce	VERB
fbem-17287	175	12	passenger	passenger	NOUN
fbem-17287	175	13	waiting	waiting	NOUN
fbem-17287	175	14	time	time	NOUN
fbem-17287	175	15	,	,	PUNCT
fbem-17287	175	16	enhancing	enhance	VERB
fbem-17287	175	17	the	the	DET
fbem-17287	175	18	overall	overall	ADJ
fbem-17287	175	19	travel	travel	NOUN
fbem-17287	175	20	experience	experience	NOUN
fbem-17287	175	21	and	and	CCONJ
fbem-17287	175	22	satisfaction	satisfaction	NOUN
fbem-17287	175	23	.	.	PUNCT
fbem-17287	176	1	learning	learn	VERB
fbem-17287	176	2	from	from	ADP
fbem-17287	176	3	hangzhou	hangzhou	PROPN
fbem-17287	176	4	's	's	PART
fbem-17287	176	5	comprehensive	comprehensive	ADJ
fbem-17287	176	6	safety	safety	NOUN
fbem-17287	176	7	management	management	NOUN
fbem-17287	176	8	measures	measure	NOUN
fbem-17287	176	9	for	for	ADP
fbem-17287	176	10	people	people	NOUN
fbem-17287	176	11	,	,	PUNCT
fbem-17287	176	12	vehicles	vehicle	NOUN
fbem-17287	176	13	,	,	PUNCT
fbem-17287	176	14	locations	location	NOUN
fbem-17287	176	15	,	,	PUNCT
fbem-17287	176	16	and	and	CCONJ
fbem-17287	176	17	routes	route	NOUN
fbem-17287	176	18	is	be	AUX
fbem-17287	176	19	also	also	ADV
fbem-17287	176	20	valuable	valuable	ADJ
fbem-17287	176	21	for	for	ADP
fbem-17287	176	22	taiyuan	taiyuan	PROPN
fbem-17287	176	23	.	.	PUNCT
fbem-17287	177	1	regarding	regard	VERB
fbem-17287	177	2	individuals	individual	NOUN
fbem-17287	177	3	,	,	PUNCT
fbem-17287	177	4	constructing	construct	VERB
fbem-17287	177	5	a	a	DET
fbem-17287	177	6	three	three	NUM
fbem-17287	177	7	-	-	PUNCT
fbem-17287	177	8	dimensional	dimensional	ADJ
fbem-17287	177	9	behavioral	behavioral	ADJ
fbem-17287	177	10	profile	profile	NOUN
fbem-17287	177	11	for	for	ADP
fbem-17287	177	12	drivers	driver	NOUN
fbem-17287	177	13	and	and	CCONJ
fbem-17287	177	14	conducting	conduct	VERB
fbem-17287	177	15	a	a	DET
fbem-17287	177	16	comprehensive	comprehensive	ADJ
fbem-17287	177	17	investigation	investigation	NOUN
fbem-17287	177	18	into	into	ADP
fbem-17287	177	19	the	the	DET
fbem-17287	177	20	driver	driver	NOUN
fbem-17287	177	21	's	's	PART
fbem-17287	177	22	health	health	NOUN
fbem-17287	177	23	code	code	NOUN
fbem-17287	177	24	,	,	PUNCT
fbem-17287	177	25	driver	driver	NOUN
fbem-17287	177	26	's	's	PART
fbem-17287	177	27	license	license	NOUN
fbem-17287	177	28	information	information	NOUN
fbem-17287	177	29	,	,	PUNCT
fbem-17287	177	30	traffic	traffic	NOUN
fbem-17287	177	31	violations	violation	NOUN
fbem-17287	177	32	,	,	PUNCT
fbem-17287	177	33	physical	physical	ADJ
fbem-17287	177	34	conditions	condition	NOUN
fbem-17287	177	35	,	,	PUNCT
fbem-17287	177	36	and	and	CCONJ
fbem-17287	177	37	security	security	NOUN
fbem-17287	177	38	information	information	NOUN
fbem-17287	177	39	are	be	AUX
fbem-17287	177	40	important	important	ADJ
fbem-17287	177	41	.	.	PUNCT
fbem-17287	178	1	for	for	ADP
fbem-17287	178	2	vehicles	vehicle	NOUN
fbem-17287	178	3	,	,	PUNCT
fbem-17287	178	4	implementing	implement	VERB
fbem-17287	178	5	full	full	ADJ
fbem-17287	178	6	-	-	PUNCT
fbem-17287	178	7	process	process	NOUN
fbem-17287	178	8	monitoring	monitoring	NOUN
fbem-17287	178	9	and	and	CCONJ
fbem-17287	178	10	intervention	intervention	NOUN
fbem-17287	178	11	is	be	AUX
fbem-17287	178	12	crucial	crucial	ADJ
fbem-17287	178	13	.	.	PUNCT
fbem-17287	179	1	real	real	ADJ
fbem-17287	179	2	-	-	PUNCT
fbem-17287	179	3	time	time	NOUN
fbem-17287	179	4	collection	collection	NOUN
fbem-17287	179	5	of	of	ADP
fbem-17287	179	6	data	datum	NOUN
fbem-17287	179	7	on	on	ADP
fbem-17287	179	8	bus	bus	NOUN
fbem-17287	179	9	operation	operation	NOUN
fbem-17287	179	10	mileage	mileage	NOUN
fbem-17287	179	11	,	,	PUNCT
fbem-17287	179	12	battery	battery	NOUN
fbem-17287	179	13	status	status	NOUN
fbem-17287	179	14	,	,	PUNCT
fbem-17287	179	15	maintenance	maintenance	NOUN
fbem-17287	179	16	records	record	NOUN
fbem-17287	179	17	,	,	PUNCT
fbem-17287	179	18	tire	tire	NOUN
fbem-17287	179	19	pressure	pressure	NOUN
fbem-17287	179	20	,	,	PUNCT
fbem-17287	179	21	and	and	CCONJ
fbem-17287	179	22	door	door	NOUN
fbem-17287	179	23	status	status	NOUN
fbem-17287	179	24	is	be	AUX
fbem-17287	179	25	necessary	necessary	ADJ
fbem-17287	179	26	.	.	PUNCT
fbem-17287	180	1	any	any	DET
fbem-17287	180	2	anomalies	anomaly	NOUN
fbem-17287	180	3	should	should	AUX
fbem-17287	180	4	be	be	AUX
fbem-17287	180	5	promptly	promptly	ADV
fbem-17287	180	6	alerted	alert	VERB
fbem-17287	180	7	and	and	CCONJ
fbem-17287	180	8	recorded	record	VERB
fbem-17287	180	9	on	on	ADP
fbem-17287	180	10	the	the	DET
fbem-17287	180	11	backend	backend	NOUN
fbem-17287	180	12	once	once	SCONJ
fbem-17287	180	13	the	the	DET
fbem-17287	180	14	situation	situation	NOUN
fbem-17287	180	15	returns	return	VERB
fbem-17287	180	16	to	to	ADP
fbem-17287	180	17	normal	normal	ADJ
fbem-17287	180	18	.	.	PUNCT
fbem-17287	181	1	concerning	concern	VERB
fbem-17287	181	2	locations	location	NOUN
fbem-17287	181	3	and	and	CCONJ
fbem-17287	181	4	routes	route	NOUN
fbem-17287	181	5	,	,	PUNCT
fbem-17287	181	6	utilizing	utilize	VERB
fbem-17287	181	7	a	a	DET
fbem-17287	181	8	comprehensive	comprehensive	ADJ
fbem-17287	181	9	station	station	NOUN
fbem-17287	181	10	safety	safety	NOUN
fbem-17287	181	11	management	management	NOUN
fbem-17287	181	12	system	system	NOUN
fbem-17287	181	13	enables	enable	VERB
fbem-17287	181	14	dynamic	dynamic	ADJ
fbem-17287	181	15	and	and	CCONJ
fbem-17287	181	16	static	static	ADJ
fbem-17287	181	17	safety	safety	NOUN
fbem-17287	181	18	control	control	NOUN
fbem-17287	181	19	at	at	ADP
fbem-17287	181	20	various	various	ADJ
fbem-17287	181	21	points	point	NOUN
fbem-17287	181	22	,	,	PUNCT
fbem-17287	181	23	including	include	VERB
fbem-17287	181	24	drivers	driver	NOUN
fbem-17287	181	25	,	,	PUNCT
fbem-17287	181	26	vehicles	vehicle	NOUN
fbem-17287	181	27	,	,	PUNCT
fbem-17287	181	28	stations	station	NOUN
fbem-17287	181	29	,	,	PUNCT
fbem-17287	181	30	and	and	CCONJ
fbem-17287	181	31	routes	route	NOUN
fbem-17287	181	32	.	.	PUNCT
fbem-17287	182	1	this	this	DET
fbem-17287	182	2	approach	approach	NOUN
fbem-17287	182	3	aims	aim	VERB
fbem-17287	182	4	to	to	PART
fbem-17287	182	5	enhance	enhance	VERB
fbem-17287	182	6	the	the	DET
fbem-17287	182	7	safety	safety	NOUN
fbem-17287	182	8	management	management	NOUN
fbem-17287	182	9	of	of	ADP
fbem-17287	182	10	each	each	DET
fbem-17287	182	11	link	link	NOUN
fbem-17287	182	12	in	in	ADP
fbem-17287	182	13	the	the	DET
fbem-17287	182	14	public	public	ADJ
fbem-17287	182	15	transportation	transportation	NOUN
fbem-17287	182	16	system	system	NOUN
fbem-17287	182	17	in	in	ADP
fbem-17287	182	18	taiyuan	taiyuan	NOUN
fbem-17287	182	19	,	,	PUNCT
fbem-17287	182	20	ensuring	ensure	VERB
fbem-17287	182	21	a	a	DET
fbem-17287	182	22	secure	secure	ADJ
fbem-17287	182	23	and	and	CCONJ
fbem-17287	182	24	efficient	efficient	ADJ
fbem-17287	182	25	transit	transit	NOUN
fbem-17287	182	26	experience	experience	NOUN
fbem-17287	182	27	for	for	ADP
fbem-17287	182	28	passengers	passenger	NOUN
fbem-17287	182	29	.	.	PUNCT
fbem-17287	183	1	98	98	NUM
fbem-17287	183	2	5.5	5.5	NUM
fbem-17287	183	3	.	.	PUNCT
fbem-17287	184	1	expanding	expand	VERB
fbem-17287	184	2	intelligent	intelligent	ADJ
fbem-17287	184	3	channels	channel	NOUN
fbem-17287	184	4	for	for	ADP
fbem-17287	184	5	public	public	ADJ
fbem-17287	184	6	transit	transit	NOUN
fbem-17287	184	7	information	information	NOUN
fbem-17287	184	8	dissemination	dissemination	NOUN
fbem-17287	184	9	accuracy	accuracy	NOUN
fbem-17287	184	10	in	in	ADP
fbem-17287	184	11	public	public	ADJ
fbem-17287	184	12	transit	transit	NOUN
fbem-17287	184	13	information	information	NOUN
fbem-17287	184	14	is	be	AUX
fbem-17287	184	15	fundamental	fundamental	ADJ
fbem-17287	184	16	to	to	ADP
fbem-17287	184	17	maximizing	maximize	VERB
fbem-17287	184	18	the	the	DET
fbem-17287	184	19	efficiency	efficiency	NOUN
fbem-17287	184	20	of	of	ADP
fbem-17287	184	21	bus	bus	NOUN
fbem-17287	184	22	travel	travel	NOUN
fbem-17287	184	23	,	,	PUNCT
fbem-17287	184	24	making	make	VERB
fbem-17287	184	25	it	it	PRON
fbem-17287	184	26	crucial	crucial	ADJ
fbem-17287	184	27	to	to	PART
fbem-17287	184	28	ensure	ensure	VERB
fbem-17287	184	29	the	the	DET
fbem-17287	184	30	accuracy	accuracy	NOUN
fbem-17287	184	31	of	of	ADP
fbem-17287	184	32	information	information	NOUN
fbem-17287	184	33	received	receive	VERB
fbem-17287	184	34	by	by	ADP
fbem-17287	184	35	passengers	passenger	NOUN
fbem-17287	184	36	.	.	PUNCT
fbem-17287	185	1	therefore	therefore	ADV
fbem-17287	185	2	,	,	PUNCT
fbem-17287	185	3	convenient	convenient	ADJ
fbem-17287	185	4	services	service	NOUN
fbem-17287	185	5	should	should	AUX
fbem-17287	185	6	be	be	AUX
fbem-17287	185	7	considered	consider	VERB
fbem-17287	185	8	to	to	PART
fbem-17287	185	9	expand	expand	VERB
fbem-17287	185	10	the	the	DET
fbem-17287	185	11	channels	channel	NOUN
fbem-17287	185	12	for	for	ADP
fbem-17287	185	13	disseminating	disseminate	VERB
fbem-17287	185	14	travel	travel	NOUN
fbem-17287	185	15	information	information	NOUN
fbem-17287	185	16	,	,	PUNCT
fbem-17287	185	17	thereby	thereby	ADV
fbem-17287	185	18	reaching	reach	VERB
fbem-17287	185	19	a	a	DET
fbem-17287	185	20	broader	broad	ADJ
fbem-17287	185	21	audience	audience	NOUN
fbem-17287	185	22	.	.	PUNCT
fbem-17287	186	1	japan	japan	PROPN
fbem-17287	186	2	's	's	PART
fbem-17287	186	3	experience	experience	NOUN
fbem-17287	186	4	in	in	ADP
fbem-17287	186	5	traffic	traffic	NOUN
fbem-17287	186	6	information	information	NOUN
fbem-17287	186	7	broadcast	broadcast	NOUN
fbem-17287	186	8	voice	voice	NOUN
fbem-17287	186	9	prompts	prompt	NOUN
fbem-17287	186	10	is	be	AUX
fbem-17287	186	11	highly	highly	ADV
fbem-17287	186	12	commendable	commendable	ADJ
fbem-17287	186	13	and	and	CCONJ
fbem-17287	186	14	provides	provide	VERB
fbem-17287	186	15	valuable	valuable	ADJ
fbem-17287	186	16	insights	insight	NOUN
fbem-17287	186	17	for	for	ADP
fbem-17287	186	18	taiyuan	taiyuan	NOUN
fbem-17287	186	19	.	.	PUNCT
fbem-17287	187	1	they	they	PRON
fbem-17287	187	2	equip	equip	VERB
fbem-17287	187	3	bus	bus	NOUN
fbem-17287	187	4	stops	stop	VERB
fbem-17287	187	5	with	with	ADP
fbem-17287	187	6	comprehensive	comprehensive	ADJ
fbem-17287	187	7	traffic	traffic	NOUN
fbem-17287	187	8	information	information	NOUN
fbem-17287	187	9	voice	voice	NOUN
fbem-17287	187	10	prompts	prompt	NOUN
fbem-17287	187	11	.	.	PUNCT
fbem-17287	188	1	many	many	ADJ
fbem-17287	188	2	buses	bus	NOUN
fbem-17287	188	3	are	be	AUX
fbem-17287	188	4	fitted	fit	VERB
fbem-17287	188	5	with	with	ADP
fbem-17287	188	6	multiple	multiple	ADJ
fbem-17287	188	7	display	display	NOUN
fbem-17287	188	8	screens	screen	NOUN
fbem-17287	188	9	that	that	PRON
fbem-17287	188	10	cyclically	cyclically	ADV
fbem-17287	188	11	play	play	VERB
fbem-17287	188	12	information	information	NOUN
fbem-17287	188	13	on	on	ADP
fbem-17287	188	14	the	the	DET
fbem-17287	188	15	bus	bus	NOUN
fbem-17287	188	16	's	's	PART
fbem-17287	188	17	route	route	NOUN
fbem-17287	188	18	,	,	PUNCT
fbem-17287	188	19	fare	fare	VERB
fbem-17287	188	20	details	detail	NOUN
fbem-17287	188	21	,	,	PUNCT
fbem-17287	188	22	preventing	prevent	VERB
fbem-17287	188	23	passengers	passenger	NOUN
fbem-17287	188	24	from	from	ADP
fbem-17287	188	25	boarding	board	VERB
fbem-17287	188	26	the	the	DET
fbem-17287	188	27	wrong	wrong	ADJ
fbem-17287	188	28	bus	bus	NOUN
fbem-17287	188	29	,	,	PUNCT
fbem-17287	188	30	reminding	remind	VERB
fbem-17287	188	31	them	they	PRON
fbem-17287	188	32	to	to	PART
fbem-17287	188	33	prepare	prepare	VERB
fbem-17287	188	34	for	for	ADP
fbem-17287	188	35	boarding	boarding	NOUN
fbem-17287	188	36	and	and	CCONJ
fbem-17287	188	37	alighting	alighting	NOUN
fbem-17287	188	38	,	,	PUNCT
fbem-17287	188	39	and	and	CCONJ
fbem-17287	188	40	simultaneously	simultaneously	ADV
fbem-17287	188	41	releasing	release	VERB
fbem-17287	188	42	this	this	DET
fbem-17287	188	43	information	information	NOUN
fbem-17287	188	44	on	on	ADP
fbem-17287	188	45	an	an	DET
fbem-17287	188	46	app	app	NOUN
fbem-17287	188	47	.	.	PUNCT
fbem-17287	189	1	this	this	DET
fbem-17287	189	2	dual	dual	ADJ
fbem-17287	189	3	assurance	assurance	NOUN
fbem-17287	189	4	approach	approach	NOUN
fbem-17287	189	5	significantly	significantly	ADV
fbem-17287	189	6	enhances	enhance	VERB
fbem-17287	189	7	passenger	passenger	NOUN
fbem-17287	189	8	travel	travel	NOUN
fbem-17287	189	9	efficiency	efficiency	NOUN
fbem-17287	189	10	.	.	PUNCT
fbem-17287	190	1	additionally	additionally	ADV
fbem-17287	190	2	,	,	PUNCT
fbem-17287	190	3	large	large	ADJ
fbem-17287	190	4	screens	screen	NOUN
fbem-17287	190	5	at	at	ADP
fbem-17287	190	6	each	each	DET
fbem-17287	190	7	bus	bus	NOUN
fbem-17287	190	8	stop	stop	NOUN
fbem-17287	190	9	display	display	NOUN
fbem-17287	190	10	weather	weather	NOUN
fbem-17287	190	11	forecasts	forecast	NOUN
fbem-17287	190	12	and	and	CCONJ
fbem-17287	190	13	current	current	ADJ
fbem-17287	190	14	news	news	NOUN
fbem-17287	190	15	to	to	PART
fbem-17287	190	16	engage	engage	VERB
fbem-17287	190	17	residents	resident	NOUN
fbem-17287	190	18	while	while	SCONJ
fbem-17287	190	19	waiting	wait	VERB
fbem-17287	190	20	,	,	PUNCT
fbem-17287	190	21	embodying	embody	VERB
fbem-17287	190	22	a	a	DET
fbem-17287	190	23	human	human	ADJ
fbem-17287	190	24	-	-	PUNCT
fbem-17287	190	25	centric	centric	NOUN
fbem-17287	190	26	philosophy	philosophy	NOUN
fbem-17287	190	27	.	.	PUNCT
fbem-17287	191	1	taiyuan	taiyuan	PROPN
fbem-17287	191	2	already	already	ADV
fbem-17287	191	3	has	have	VERB
fbem-17287	191	4	platforms	platform	NOUN
fbem-17287	191	5	such	such	ADJ
fbem-17287	191	6	as	as	ADP
fbem-17287	191	7	amap	amap	NOUN
fbem-17287	191	8	,	,	PUNCT
fbem-17287	191	9	taiyuan	taiyuan	ADJ
fbem-17287	191	10	bus	bus	NOUN
fbem-17287	191	11	app	app	PROPN
fbem-17287	191	12	,	,	PUNCT
fbem-17287	191	13	and	and	CCONJ
fbem-17287	191	14	a	a	DET
fbem-17287	191	15	hotline	hotline	NOUN
fbem-17287	191	16	for	for	ADP
fbem-17287	191	17	obtaining	obtain	VERB
fbem-17287	191	18	public	public	ADJ
fbem-17287	191	19	transit	transit	NOUN
fbem-17287	191	20	information	information	NOUN
fbem-17287	191	21	.	.	PUNCT
fbem-17287	192	1	to	to	PART
fbem-17287	192	2	expand	expand	VERB
fbem-17287	192	3	the	the	DET
fbem-17287	192	4	reach	reach	NOUN
fbem-17287	192	5	of	of	ADP
fbem-17287	192	6	travel	travel	NOUN
fbem-17287	192	7	information	information	NOUN
fbem-17287	192	8	dissemination	dissemination	NOUN
fbem-17287	192	9	,	,	PUNCT
fbem-17287	192	10	taiyuan	taiyuan	PROPN
fbem-17287	192	11	can	can	AUX
fbem-17287	192	12	draw	draw	VERB
fbem-17287	192	13	inspiration	inspiration	NOUN
fbem-17287	192	14	from	from	ADP
fbem-17287	192	15	tokyo	tokyo	PROPN
fbem-17287	192	16	,	,	PUNCT
fbem-17287	192	17	japan	japan	PROPN
fbem-17287	192	18	's	's	PART
fbem-17287	192	19	development	development	NOUN
fbem-17287	192	20	experience	experience	NOUN
fbem-17287	192	21	.	.	PUNCT
fbem-17287	193	1	this	this	PRON
fbem-17287	193	2	involves	involve	VERB
fbem-17287	193	3	increasing	increase	VERB
fbem-17287	193	4	the	the	DET
fbem-17287	193	5	availability	availability	NOUN
fbem-17287	193	6	of	of	ADP
fbem-17287	193	7	services	service	NOUN
fbem-17287	193	8	through	through	ADP
fbem-17287	193	9	websites	website	NOUN
fbem-17287	193	10	,	,	PUNCT
fbem-17287	193	11	electronic	electronic	ADJ
fbem-17287	193	12	display	display	NOUN
fbem-17287	193	13	screens	screen	NOUN
fbem-17287	193	14	at	at	ADP
fbem-17287	193	15	stations	station	NOUN
fbem-17287	193	16	,	,	PUNCT
fbem-17287	193	17	mobile	mobile	ADJ
fbem-17287	193	18	apps	app	NOUN
fbem-17287	193	19	,	,	PUNCT
fbem-17287	193	20	and	and	CCONJ
fbem-17287	193	21	wechat	wechat	PRON
fbem-17287	193	22	platforms	platform	NOUN
fbem-17287	193	23	for	for	ADP
fbem-17287	193	24	comprehensive	comprehensive	ADJ
fbem-17287	193	25	services	service	NOUN
fbem-17287	193	26	,	,	PUNCT
fbem-17287	193	27	including	include	VERB
fbem-17287	193	28	information	information	NOUN
fbem-17287	193	29	retrieval	retrieval	NOUN
fbem-17287	193	30	,	,	PUNCT
fbem-17287	193	31	consultation	consultation	NOUN
fbem-17287	193	32	services	service	NOUN
fbem-17287	193	33	,	,	PUNCT
fbem-17287	193	34	transfer	transfer	NOUN
fbem-17287	193	35	routes	route	NOUN
fbem-17287	193	36	,	,	PUNCT
fbem-17287	193	37	and	and	CCONJ
fbem-17287	193	38	route	route	NOUN
fbem-17287	193	39	inquiries	inquiry	NOUN
fbem-17287	193	40	.	.	PUNCT
fbem-17287	194	1	it	it	PRON
fbem-17287	194	2	can	can	AUX
fbem-17287	194	3	help	help	VERB
fbem-17287	194	4	waiting	wait	VERB
fbem-17287	194	5	passengers	passenger	NOUN
fbem-17287	194	6	choose	choose	VERB
fbem-17287	194	7	the	the	DET
fbem-17287	194	8	best	good	ADJ
fbem-17287	194	9	travel	travel	NOUN
fbem-17287	194	10	tools	tool	NOUN
fbem-17287	194	11	and	and	CCONJ
fbem-17287	194	12	transfer	transfer	NOUN
fbem-17287	194	13	options	option	NOUN
fbem-17287	194	14	.	.	PUNCT
fbem-17287	195	1	furthermore	furthermore	ADV
fbem-17287	195	2	,	,	PUNCT
fbem-17287	195	3	adding	add	VERB
fbem-17287	195	4	large	large	ADJ
fbem-17287	195	5	screens	screen	NOUN
fbem-17287	195	6	at	at	ADP
fbem-17287	195	7	stations	station	NOUN
fbem-17287	195	8	for	for	ADP
fbem-17287	195	9	public	public	ADJ
fbem-17287	195	10	transit	transit	NOUN
fbem-17287	195	11	information	information	NOUN
fbem-17287	195	12	and	and	CCONJ
fbem-17287	195	13	rolling	roll	VERB
fbem-17287	195	14	news	news	NOUN
fbem-17287	195	15	,	,	PUNCT
fbem-17287	195	16	onboard	onboard	ADP
fbem-17287	195	17	wifi	wifi	NOUN
fbem-17287	195	18	,	,	PUNCT
fbem-17287	195	19	and	and	CCONJ
fbem-17287	195	20	other	other	ADJ
fbem-17287	195	21	convenient	convenient	ADJ
fbem-17287	195	22	services	service	NOUN
fbem-17287	195	23	can	can	AUX
fbem-17287	195	24	both	both	PRON
fbem-17287	195	25	facilitate	facilitate	VERB
fbem-17287	195	26	passengers	passenger	NOUN
fbem-17287	195	27	'	'	PART
fbem-17287	195	28	travel	travel	NOUN
fbem-17287	195	29	and	and	CCONJ
fbem-17287	195	30	provide	provide	VERB
fbem-17287	195	31	entertainment	entertainment	NOUN
fbem-17287	195	32	.	.	PUNCT
fbem-17287	196	1	empowering	empower	VERB
fbem-17287	196	2	passengers	passenger	NOUN
fbem-17287	196	3	with	with	ADP
fbem-17287	196	4	more	more	ADJ
fbem-17287	196	5	choices	choice	NOUN
fbem-17287	196	6	ensures	ensure	VERB
fbem-17287	196	7	access	access	NOUN
fbem-17287	196	8	to	to	ADP
fbem-17287	196	9	various	various	ADJ
fbem-17287	196	10	travel	travel	NOUN
fbem-17287	196	11	-	-	PUNCT
fbem-17287	196	12	related	relate	VERB
fbem-17287	196	13	information	information	NOUN
fbem-17287	196	14	,	,	PUNCT
fbem-17287	196	15	such	such	ADJ
fbem-17287	196	16	as	as	ADP
fbem-17287	196	17	tourism	tourism	NOUN
fbem-17287	196	18	,	,	PUNCT
fbem-17287	196	19	weather	weather	NOUN
fbem-17287	196	20	,	,	PUNCT
fbem-17287	196	21	road	road	NOUN
fbem-17287	196	22	congestion	congestion	NOUN
fbem-17287	196	23	,	,	PUNCT
fbem-17287	196	24	and	and	CCONJ
fbem-17287	196	25	unexpected	unexpected	ADJ
fbem-17287	196	26	incidents	incident	NOUN
fbem-17287	196	27	during	during	ADP
fbem-17287	196	28	travel	travel	NOUN
fbem-17287	196	29	,	,	PUNCT
fbem-17287	196	30	effectively	effectively	ADV
fbem-17287	196	31	preventing	prevent	VERB
fbem-17287	196	32	efficiency	efficiency	NOUN
fbem-17287	196	33	delays	delay	NOUN
fbem-17287	196	34	due	due	ADP
fbem-17287	196	35	to	to	ADP
fbem-17287	196	36	information	information	NOUN
fbem-17287	196	37	asymmetry	asymmetry	NOUN
fbem-17287	196	38	.	.	PUNCT
fbem-17287	197	1	6	6	X
fbem-17287	197	2	.	.	X
fbem-17287	197	3	conclusion	conclusion	NOUN
fbem-17287	197	4	this	this	DET
fbem-17287	197	5	article	article	NOUN
fbem-17287	197	6	investigates	investigate	VERB
fbem-17287	197	7	and	and	CCONJ
fbem-17287	197	8	analyzes	analyze	VERB
fbem-17287	197	9	the	the	DET
fbem-17287	197	10	current	current	ADJ
fbem-17287	197	11	status	status	NOUN
fbem-17287	197	12	and	and	CCONJ
fbem-17287	197	13	issues	issue	NOUN
fbem-17287	197	14	of	of	ADP
fbem-17287	197	15	the	the	DET
fbem-17287	197	16	development	development	NOUN
fbem-17287	197	17	of	of	ADP
fbem-17287	197	18	smart	smart	ADJ
fbem-17287	197	19	public	public	ADJ
fbem-17287	197	20	transportation	transportation	NOUN
fbem-17287	197	21	in	in	ADP
fbem-17287	197	22	taiyuan	taiyuan	NOUN
fbem-17287	197	23	,	,	PUNCT
fbem-17287	197	24	coupled	couple	VERB
fbem-17287	197	25	with	with	ADP
fbem-17287	197	26	the	the	DET
fbem-17287	197	27	opportunities	opportunity	NOUN
fbem-17287	197	28	presented	present	VERB
fbem-17287	197	29	by	by	ADP
fbem-17287	197	30	the	the	DET
fbem-17287	197	31	development	development	NOUN
fbem-17287	197	32	of	of	ADP
fbem-17287	197	33	smart	smart	ADJ
fbem-17287	197	34	cities	city	NOUN
fbem-17287	197	35	.	.	PUNCT
fbem-17287	198	1	by	by	ADP
fbem-17287	198	2	utilizing	utilize	VERB
fbem-17287	198	3	methods	method	NOUN
fbem-17287	198	4	to	to	PART
fbem-17287	198	5	monitor	monitor	VERB
fbem-17287	198	6	the	the	DET
fbem-17287	198	7	entire	entire	ADJ
fbem-17287	198	8	process	process	NOUN
fbem-17287	198	9	of	of	ADP
fbem-17287	198	10	bus	bus	NOUN
fbem-17287	198	11	operations	operation	NOUN
fbem-17287	198	12	through	through	ADP
fbem-17287	198	13	passenger	passenger	NOUN
fbem-17287	198	14	and	and	CCONJ
fbem-17287	198	15	platform	platform	NOUN
fbem-17287	198	16	information	information	NOUN
fbem-17287	198	17	,	,	PUNCT
fbem-17287	198	18	the	the	DET
fbem-17287	198	19	transition	transition	NOUN
fbem-17287	198	20	from	from	ADP
fbem-17287	198	21	manual	manual	NOUN
fbem-17287	198	22	to	to	ADP
fbem-17287	198	23	intelligent	intelligent	ADJ
fbem-17287	198	24	means	mean	NOUN
fbem-17287	198	25	is	be	AUX
fbem-17287	198	26	further	far	ADV
fbem-17287	198	27	achieved	achieve	VERB
fbem-17287	198	28	.	.	PUNCT
fbem-17287	199	1	smart	smart	ADJ
fbem-17287	199	2	public	public	ADJ
fbem-17287	199	3	transportation	transportation	NOUN
fbem-17287	199	4	addresses	address	NOUN
fbem-17287	199	5	problems	problem	NOUN
fbem-17287	199	6	such	such	ADJ
fbem-17287	199	7	as	as	ADP
fbem-17287	199	8	excessively	excessively	ADV
fbem-17287	199	9	long	long	ADJ
fbem-17287	199	10	waiting	waiting	NOUN
fbem-17287	199	11	times	time	NOUN
fbem-17287	199	12	and	and	CCONJ
fbem-17287	199	13	uncomfortable	uncomfortable	ADJ
fbem-17287	199	14	travel	travel	NOUN
fbem-17287	199	15	experiences	experience	NOUN
fbem-17287	199	16	resulting	result	VERB
fbem-17287	199	17	from	from	ADP
fbem-17287	199	18	passengers	passenger	NOUN
fbem-17287	199	19	receiving	receive	VERB
fbem-17287	199	20	untimely	untimely	ADJ
fbem-17287	199	21	or	or	CCONJ
fbem-17287	199	22	incomplete	incomplete	ADJ
fbem-17287	199	23	information	information	NOUN
fbem-17287	199	24	.	.	PUNCT
fbem-17287	200	1	it	it	PRON
fbem-17287	200	2	also	also	ADV
fbem-17287	200	3	plays	play	VERB
fbem-17287	200	4	a	a	DET
fbem-17287	200	5	significant	significant	ADJ
fbem-17287	200	6	role	role	NOUN
fbem-17287	200	7	in	in	ADP
fbem-17287	200	8	advancing	advance	VERB
fbem-17287	200	9	the	the	DET
fbem-17287	200	10	intelligent	intelligent	ADJ
fbem-17287	200	11	allocation	allocation	NOUN
fbem-17287	200	12	and	and	CCONJ
fbem-17287	200	13	refined	refined	ADJ
fbem-17287	200	14	management	management	NOUN
fbem-17287	200	15	of	of	ADP
fbem-17287	200	16	current	current	ADJ
fbem-17287	200	17	public	public	ADJ
fbem-17287	200	18	transportation	transportation	NOUN
fbem-17287	200	19	resources	resource	NOUN
fbem-17287	200	20	.	.	PUNCT
fbem-17287	201	1	through	through	ADP
fbem-17287	201	2	intelligent	intelligent	ADJ
fbem-17287	201	3	management	management	NOUN
fbem-17287	201	4	methods	method	NOUN
fbem-17287	201	5	,	,	PUNCT
fbem-17287	201	6	more	more	ADV
fbem-17287	201	7	accurate	accurate	ADJ
fbem-17287	201	8	passenger	passenger	NOUN
fbem-17287	201	9	flow	flow	NOUN
fbem-17287	201	10	information	information	NOUN
fbem-17287	201	11	for	for	ADP
fbem-17287	201	12	each	each	DET
fbem-17287	201	13	bus	bus	NOUN
fbem-17287	201	14	stop	stop	NOUN
fbem-17287	201	15	and	and	CCONJ
fbem-17287	201	16	even	even	ADV
fbem-17287	201	17	specific	specific	ADJ
fbem-17287	201	18	time	time	NOUN
fbem-17287	201	19	periods	period	NOUN
fbem-17287	201	20	along	along	ADP
fbem-17287	201	21	each	each	DET
fbem-17287	201	22	bus	bus	NOUN
fbem-17287	201	23	route	route	NOUN
fbem-17287	201	24	can	can	AUX
fbem-17287	201	25	be	be	AUX
fbem-17287	201	26	obtained	obtain	VERB
fbem-17287	201	27	.	.	PUNCT
fbem-17287	202	1	this	this	PRON
fbem-17287	202	2	allows	allow	VERB
fbem-17287	202	3	for	for	ADP
fbem-17287	202	4	timely	timely	ADJ
fbem-17287	202	5	adjustments	adjustment	NOUN
fbem-17287	202	6	to	to	ADP
fbem-17287	202	7	bus	bus	NOUN
fbem-17287	202	8	routes	route	NOUN
fbem-17287	202	9	,	,	PUNCT
fbem-17287	202	10	addition	addition	NOUN
fbem-17287	202	11	or	or	CCONJ
fbem-17287	202	12	removal	removal	NOUN
fbem-17287	202	13	of	of	ADP
fbem-17287	202	14	specific	specific	ADJ
fbem-17287	202	15	bus	bus	NOUN
fbem-17287	202	16	stops	stop	NOUN
fbem-17287	202	17	,	,	PUNCT
fbem-17287	202	18	or	or	CCONJ
fbem-17287	202	19	the	the	DET
fbem-17287	202	20	introduction	introduction	NOUN
fbem-17287	202	21	of	of	ADP
fbem-17287	202	22	new	new	ADJ
fbem-17287	202	23	bus	bus	NOUN
fbem-17287	202	24	routes	route	NOUN
fbem-17287	202	25	based	base	VERB
fbem-17287	202	26	on	on	ADP
fbem-17287	202	27	taiyuan	taiyuan	PROPN
fbem-17287	202	28	's	's	PART
fbem-17287	202	29	strategic	strategic	ADJ
fbem-17287	202	30	development	development	NOUN
fbem-17287	202	31	and	and	CCONJ
fbem-17287	202	32	the	the	DET
fbem-17287	202	33	actual	actual	ADJ
fbem-17287	202	34	progress	progress	NOUN
fbem-17287	202	35	of	of	ADP
fbem-17287	202	36	smart	smart	ADJ
fbem-17287	202	37	public	public	ADJ
fbem-17287	202	38	transportation	transportation	NOUN
fbem-17287	202	39	.	.	PUNCT
fbem-17287	203	1	this	this	DET
fbem-17287	203	2	approach	approach	NOUN
fbem-17287	203	3	enables	enable	VERB
fbem-17287	203	4	a	a	DET
fbem-17287	203	5	scientifically	scientifically	ADV
fbem-17287	203	6	balanced	balanced	ADJ
fbem-17287	203	7	distribution	distribution	NOUN
fbem-17287	203	8	of	of	ADP
fbem-17287	203	9	passenger	passenger	NOUN
fbem-17287	203	10	flow	flow	NOUN
fbem-17287	203	11	,	,	PUNCT
fbem-17287	203	12	enhancing	enhance	VERB
fbem-17287	203	13	the	the	DET
fbem-17287	203	14	comfort	comfort	NOUN
fbem-17287	203	15	of	of	ADP
fbem-17287	203	16	the	the	DET
fbem-17287	203	17	commuting	commuting	NOUN
fbem-17287	203	18	environment	environment	NOUN
fbem-17287	203	19	.	.	PUNCT
fbem-17287	204	1	smart	smart	ADJ
fbem-17287	204	2	public	public	ADJ
fbem-17287	204	3	transportation	transportation	NOUN
fbem-17287	204	4	effectively	effectively	ADV
fbem-17287	204	5	utilizes	utilize	VERB
fbem-17287	204	6	existing	exist	VERB
fbem-17287	204	7	transportation	transportation	NOUN
fbem-17287	204	8	infrastructure	infrastructure	NOUN
fbem-17287	204	9	,	,	PUNCT
fbem-17287	204	10	reduces	reduce	VERB
fbem-17287	204	11	traffic	traffic	NOUN
fbem-17287	204	12	congestion	congestion	NOUN
fbem-17287	204	13	and	and	CCONJ
fbem-17287	204	14	environmental	environmental	ADJ
fbem-17287	204	15	pollution	pollution	NOUN
fbem-17287	204	16	,	,	PUNCT
fbem-17287	204	17	ensures	ensure	VERB
fbem-17287	204	18	traffic	traffic	NOUN
fbem-17287	204	19	safety	safety	NOUN
fbem-17287	204	20	,	,	PUNCT
fbem-17287	204	21	and	and	CCONJ
fbem-17287	204	22	improves	improve	VERB
fbem-17287	204	23	transportation	transportation	NOUN
fbem-17287	204	24	efficiency	efficiency	NOUN
fbem-17287	204	25	.	.	PUNCT
fbem-17287	205	1	it	it	PRON
fbem-17287	205	2	is	be	AUX
fbem-17287	205	3	also	also	ADV
fbem-17287	205	4	an	an	DET
fbem-17287	205	5	essential	essential	ADJ
fbem-17287	205	6	branch	branch	NOUN
fbem-17287	205	7	of	of	ADP
fbem-17287	205	8	smart	smart	ADJ
fbem-17287	205	9	cities	city	NOUN
fbem-17287	205	10	and	and	CCONJ
fbem-17287	205	11	currently	currently	ADV
fbem-17287	205	12	receives	receive	VERB
fbem-17287	205	13	strong	strong	ADJ
fbem-17287	205	14	support	support	NOUN
fbem-17287	205	15	from	from	ADP
fbem-17287	205	16	the	the	DET
fbem-17287	205	17	government	government	NOUN
fbem-17287	205	18	as	as	ADP
fbem-17287	205	19	part	part	NOUN
fbem-17287	205	20	of	of	ADP
fbem-17287	205	21	the	the	DET
fbem-17287	205	22	nation	nation	NOUN
fbem-17287	205	23	's	's	PART
fbem-17287	205	24	future	future	ADJ
fbem-17287	205	25	development	development	NOUN
fbem-17287	205	26	plans	plan	NOUN
fbem-17287	205	27	.	.	PUNCT
fbem-17287	206	1	this	this	DET
fbem-17287	206	2	innovative	innovative	ADJ
fbem-17287	206	3	initiative	initiative	NOUN
fbem-17287	206	4	aligns	align	VERB
fbem-17287	206	5	with	with	ADP
fbem-17287	206	6	the	the	DET
fbem-17287	206	7	direction	direction	NOUN
fbem-17287	206	8	of	of	ADP
fbem-17287	206	9	significant	significant	ADJ
fbem-17287	206	10	investments	investment	NOUN
fbem-17287	206	11	in	in	ADP
fbem-17287	206	12	smart	smart	ADJ
fbem-17287	206	13	construction	construction	NOUN
fbem-17287	206	14	in	in	ADP
fbem-17287	206	15	the	the	DET
fbem-17287	206	16	future	future	NOUN
fbem-17287	206	17	.	.	PUNCT
fbem-17287	207	1	the	the	DET
fbem-17287	207	2	optimization	optimization	NOUN
fbem-17287	207	3	recommendations	recommendation	NOUN
fbem-17287	207	4	proposed	propose	VERB
fbem-17287	207	5	in	in	ADP
fbem-17287	207	6	this	this	DET
fbem-17287	207	7	article	article	NOUN
fbem-17287	207	8	are	be	AUX
fbem-17287	207	9	based	base	VERB
fbem-17287	207	10	on	on	ADP
fbem-17287	207	11	the	the	DET
fbem-17287	207	12	existing	exist	VERB
fbem-17287	207	13	state	state	NOUN
fbem-17287	207	14	of	of	ADP
fbem-17287	207	15	smart	smart	ADJ
fbem-17287	207	16	public	public	ADJ
fbem-17287	207	17	transportation	transportation	NOUN
fbem-17287	207	18	in	in	ADP
fbem-17287	207	19	taiyuan	taiyuan	NOUN
fbem-17287	207	20	,	,	PUNCT
fbem-17287	207	21	considering	consider	VERB
fbem-17287	207	22	resident	resident	NOUN
fbem-17287	207	23	needs	need	NOUN
fbem-17287	207	24	and	and	CCONJ
fbem-17287	207	25	urban	urban	ADJ
fbem-17287	207	26	development	development	NOUN
fbem-17287	207	27	requirements	requirement	NOUN
fbem-17287	207	28	.	.	PUNCT
fbem-17287	208	1	the	the	DET
fbem-17287	208	2	suggestions	suggestion	NOUN
fbem-17287	208	3	range	range	VERB
fbem-17287	208	4	from	from	ADP
fbem-17287	208	5	infrastructure	infrastructure	NOUN
fbem-17287	208	6	improvements	improvement	NOUN
fbem-17287	208	7	to	to	ADP
fbem-17287	208	8	setting	set	VERB
fbem-17287	208	9	up	up	ADP
fbem-17287	208	10	query	query	NOUN
fbem-17287	208	11	methods	method	NOUN
fbem-17287	208	12	tailored	tailor	VERB
fbem-17287	208	13	to	to	ADP
fbem-17287	208	14	each	each	DET
fbem-17287	208	15	passenger	passenger	NOUN
fbem-17287	208	16	's	's	PART
fbem-17287	208	17	needs	need	NOUN
fbem-17287	208	18	,	,	PUNCT
fbem-17287	208	19	driving	drive	VERB
fbem-17287	208	20	the	the	DET
fbem-17287	208	21	progress	progress	NOUN
fbem-17287	208	22	of	of	ADP
fbem-17287	208	23	smart	smart	ADJ
fbem-17287	208	24	public	public	ADJ
fbem-17287	208	25	transportation	transportation	NOUN
fbem-17287	208	26	construction	construction	NOUN
fbem-17287	208	27	in	in	ADP
fbem-17287	208	28	the	the	DET
fbem-17287	208	29	city	city	NOUN
fbem-17287	208	30	.	.	PUNCT
fbem-17287	209	1	with	with	ADP
fbem-17287	209	2	the	the	DET
fbem-17287	209	3	goal	goal	NOUN
fbem-17287	209	4	of	of	ADP
fbem-17287	209	5	enriching	enrich	VERB
fbem-17287	209	6	the	the	DET
fbem-17287	209	7	city	city	NOUN
fbem-17287	209	8	's	's	PART
fbem-17287	209	9	intelligent	intelligent	ADJ
fbem-17287	209	10	attributes	attribute	NOUN
fbem-17287	209	11	,	,	PUNCT
fbem-17287	209	12	enhancing	enhance	VERB
fbem-17287	209	13	the	the	DET
fbem-17287	209	14	comfort	comfort	NOUN
fbem-17287	209	15	of	of	ADP
fbem-17287	209	16	urban	urban	ADJ
fbem-17287	209	17	residents	resident	NOUN
fbem-17287	209	18	,	,	PUNCT
fbem-17287	209	19	and	and	CCONJ
fbem-17287	209	20	facilitating	facilitate	VERB
fbem-17287	209	21	convenient	convenient	ADJ
fbem-17287	209	22	public	public	ADJ
fbem-17287	209	23	services	service	NOUN
fbem-17287	209	24	,	,	PUNCT
fbem-17287	209	25	these	these	DET
fbem-17287	209	26	recommendations	recommendation	NOUN
fbem-17287	209	27	hold	hold	VERB
fbem-17287	209	28	great	great	ADJ
fbem-17287	209	29	inspiration	inspiration	NOUN
fbem-17287	209	30	and	and	CCONJ
fbem-17287	209	31	reference	reference	NOUN
fbem-17287	209	32	significance	significance	NOUN
fbem-17287	209	33	for	for	ADP
fbem-17287	209	34	the	the	DET
fbem-17287	209	35	future	future	ADJ
fbem-17287	209	36	development	development	NOUN
fbem-17287	209	37	of	of	ADP
fbem-17287	209	38	smart	smart	ADJ
fbem-17287	209	39	public	public	ADJ
fbem-17287	209	40	transportation	transportation	NOUN
fbem-17287	209	41	in	in	ADP
fbem-17287	209	42	taiyuan	taiyuan	PROPN
fbem-17287	209	43	.	.	PUNCT
fbem-17287	210	1	references	reference	NOUN
fbem-17287	210	2	[	[	X
fbem-17287	210	3	1	1	NUM
fbem-17287	210	4	]	]	X
fbem-17287	210	5	zhang	zhang	PROPN
fbem-17287	210	6	shiyu	shiyu	PROPN
fbem-17287	210	7	,	,	PUNCT
fbem-17287	210	8	wang	wang	PROPN
fbem-17287	210	9	zhimin	zhimin	PROPN
fbem-17287	210	10	,	,	PUNCT
fbem-17287	210	11	feng	feng	PROPN
fbem-17287	210	12	zhenying	zhenying	PROPN
fbem-17287	210	13	,	,	PUNCT
fbem-17287	210	14	yu	yu	PROPN
fbem-17287	210	15	lili	lili	PROPN
fbem-17287	210	16	,	,	PUNCT
fbem-17287	210	17	bao	bao	PROPN
fbem-17287	210	18	degang	degang	PROPN
fbem-17287	210	19	.	.	PUNCT
fbem-17287	211	1	analysis	analysis	NOUN
fbem-17287	211	2	of	of	ADP
fbem-17287	211	3	smart	smart	ADJ
fbem-17287	211	4	public	public	ADJ
fbem-17287	211	5	transportation	transportation	NOUN
fbem-17287	211	6	construction	construction	NOUN
fbem-17287	212	1	[	[	X
fbem-17287	212	2	j	j	X
fbem-17287	212	3	]	]	X
fbem-17287	212	4	.	.	PUNCT
fbem-17287	213	1	science	science	NOUN
fbem-17287	213	2	and	and	CCONJ
fbem-17287	213	3	technology	technology	NOUN
fbem-17287	213	4	innovation	innovation	NOUN
fbem-17287	213	5	,	,	PUNCT
fbem-17287	213	6	2019(32	2019(32	NUM
fbem-17287	213	7	):	):	PUNCT
fbem-17287	213	8	51	51	NUM
fbem-17287	213	9	-	-	SYM
fbem-17287	213	10	52	52	NUM
fbem-17287	213	11	.	.	PUNCT
fbem-17287	214	1	[	[	X
fbem-17287	214	2	2	2	NUM
fbem-17287	214	3	]	]	SYM
fbem-17287	214	4	li	li	PROPN
fbem-17287	214	5	haoran	haoran	PROPN
fbem-17287	214	6	,	,	PUNCT
fbem-17287	214	7	wu	wu	PROPN
fbem-17287	214	8	yixuan	yixuan	PROPN
fbem-17287	214	9	,	,	PUNCT
fbem-17287	214	10	fan	fan	PROPN
fbem-17287	214	11	shuling	shuling	NOUN
fbem-17287	214	12	,	,	PUNCT
fbem-17287	214	13	guo	guo	PROPN
fbem-17287	214	14	zhenghua	zhenghua	PROPN
fbem-17287	214	15	.	.	PUNCT
fbem-17287	215	1	exploration	exploration	NOUN
fbem-17287	215	2	of	of	ADP
fbem-17287	215	3	intelligent	intelligent	ADJ
fbem-17287	215	4	public	public	ADJ
fbem-17287	215	5	transportation	transportation	NOUN
fbem-17287	215	6	system	system	NOUN
fbem-17287	215	7	construction	construction	NOUN
fbem-17287	215	8	from	from	ADP
fbem-17287	215	9	the	the	DET
fbem-17287	215	10	perspective	perspective	NOUN
fbem-17287	215	11	of	of	ADP
fbem-17287	215	12	smart	smart	ADJ
fbem-17287	215	13	cities	city	NOUN
fbem-17287	215	14	—	—	PUNCT
fbem-17287	215	15	a	a	DET
fbem-17287	215	16	case	case	NOUN
fbem-17287	215	17	study	study	NOUN
fbem-17287	215	18	of	of	ADP
fbem-17287	215	19	taiyuan	taiyuan	PROPN
fbem-17287	215	20	smart	smart	ADJ
fbem-17287	215	21	public	public	ADJ
fbem-17287	215	22	transportation	transportation	NOUN
fbem-17287	215	23	system	system	NOUN
fbem-17287	215	24	[	[	X
fbem-17287	215	25	j	j	X
fbem-17287	215	26	]	]	X
fbem-17287	215	27	.	.	PUNCT
fbem-17287	216	1	china	china	PROPN
fbem-17287	216	2	market	market	PROPN
fbem-17287	216	3	,	,	PUNCT
fbem-17287	216	4	2016(08	2016(08	NUM
fbem-17287	216	5	):	):	PUNCT
fbem-17287	216	6	161	161	NUM
fbem-17287	216	7	-	-	SYM
fbem-17287	216	8	162	162	NUM
fbem-17287	216	9	.	.	PUNCT
fbem-17287	217	1	[	[	X
fbem-17287	217	2	3	3	X
fbem-17287	217	3	]	]	X
fbem-17287	217	4	chen	chen	PROPN
fbem-17287	217	5	kai	kai	PROPN
fbem-17287	217	6	,	,	PUNCT
fbem-17287	217	7	dou	dou	PROPN
fbem-17287	217	8	lu	lu	PROPN
fbem-17287	217	9	,	,	PUNCT
fbem-17287	217	10	zhang	zhang	PROPN
fbem-17287	217	11	yong	yong	PROPN
fbem-17287	217	12	.	.	PUNCT
fbem-17287	217	13	discussion	discussion	NOUN
fbem-17287	217	14	on	on	ADP
fbem-17287	217	15	the	the	DET
fbem-17287	217	16	construction	construction	NOUN
fbem-17287	217	17	of	of	ADP
fbem-17287	217	18	smart	smart	ADJ
fbem-17287	217	19	public	public	ADJ
fbem-17287	217	20	transportation	transportation	NOUN
fbem-17287	217	21	system	system	NOUN
fbem-17287	218	1	[	[	X
fbem-17287	218	2	j	j	X
fbem-17287	218	3	]	]	X
fbem-17287	218	4	.	.	PUNCT
fbem-17287	219	1	digital	digital	ADJ
fbem-17287	219	2	communication	communication	NOUN
fbem-17287	219	3	world	world	NOUN
fbem-17287	219	4	,	,	PUNCT
fbem-17287	219	5	2019(11	2019(11	NUM
fbem-17287	219	6	):	):	PUNCT
fbem-17287	219	7	29	29	NUM
fbem-17287	219	8	+	+	SYM
fbem-17287	219	9	42	42	NUM
fbem-17287	219	10	.	.	PUNCT
fbem-17287	220	1	[	[	X
fbem-17287	220	2	4	4	X
fbem-17287	220	3	]	]	X
fbem-17287	220	4	zeng	zeng	PROPN
fbem-17287	220	5	yixuan	yixuan	PROPN
fbem-17287	220	6	.	.	PUNCT
fbem-17287	221	1	research	research	NOUN
fbem-17287	221	2	on	on	ADP
fbem-17287	221	3	construction	construction	NOUN
fbem-17287	221	4	and	and	CCONJ
fbem-17287	221	5	development	development	NOUN
fbem-17287	221	6	strategies	strategy	NOUN
fbem-17287	221	7	of	of	ADP
fbem-17287	221	8	smart	smart	ADJ
fbem-17287	221	9	transportation	transportation	NOUN
fbem-17287	222	1	[	[	X
fbem-17287	222	2	d	d	X
fbem-17287	222	3	]	]	X
fbem-17287	222	4	.	.	PUNCT
fbem-17287	223	1	huazhong	huazhong	PROPN
fbem-17287	223	2	normal	normal	ADJ
fbem-17287	223	3	university	university	NOUN
fbem-17287	223	4	,	,	PUNCT
fbem-17287	223	5	2019	2019	NUM
fbem-17287	223	6	.	.	PUNCT
fbem-17287	224	1	[	[	X
fbem-17287	224	2	5	5	NUM
fbem-17287	224	3	]	]	SYM
fbem-17287	224	4	li	li	PROPN
fbem-17287	224	5	yang	yang	PROPN
fbem-17287	224	6	.	.	PUNCT
fbem-17287	225	1	research	research	NOUN
fbem-17287	225	2	on	on	ADP
fbem-17287	225	3	dynamic	dynamic	ADJ
fbem-17287	225	4	bus	bus	NOUN
fbem-17287	225	5	mode	mode	NOUN
fbem-17287	225	6	operation	operation	NOUN
fbem-17287	225	7	strategy	strategy	NOUN
fbem-17287	225	8	based	base	VERB
fbem-17287	225	9	on	on	ADP
fbem-17287	225	10	internet+	internet+	PROPN
fbem-17287	226	1	[	[	X
fbem-17287	226	2	d	d	X
fbem-17287	226	3	]	]	X
fbem-17287	226	4	.	.	PUNCT
fbem-17287	227	1	wuhan	wuhan	PROPN
fbem-17287	227	2	university	university	PROPN
fbem-17287	227	3	of	of	ADP
fbem-17287	227	4	technology	technology	NOUN
fbem-17287	227	5	,	,	PUNCT
fbem-17287	227	6	2017	2017	NUM
fbem-17287	227	7	.	.	PUNCT
fbem-17287	228	1	[	[	X
fbem-17287	228	2	6	6	NUM
fbem-17287	228	3	]	]	X
fbem-17287	228	4	huang	huang	PROPN
fbem-17287	228	5	liying	liying	PROPN
fbem-17287	228	6	.	.	PUNCT
fbem-17287	229	1	research	research	NOUN
fbem-17287	229	2	on	on	ADP
fbem-17287	229	3	bus	bus	NOUN
fbem-17287	229	4	speed	speed	NOUN
fbem-17287	229	5	guidance	guidance	NOUN
fbem-17287	229	6	and	and	CCONJ
fbem-17287	229	7	intersection	intersection	NOUN
fbem-17287	229	8	signal	signal	NOUN
fbem-17287	229	9	coordination	coordination	NOUN
fbem-17287	229	10	considering	consider	VERB
fbem-17287	229	11	stop	stop	VERB
fbem-17287	229	12	time	time	NOUN
fbem-17287	229	13	fluctuation	fluctuation	NOUN
fbem-17287	229	14	[	[	X
fbem-17287	229	15	d	d	X
fbem-17287	229	16	]	]	X
fbem-17287	229	17	.	.	PUNCT
fbem-17287	230	1	jiangsu	jiangsu	PROPN
fbem-17287	230	2	university	university	PROPN
fbem-17287	230	3	,	,	PUNCT
fbem-17287	230	4	2019	2019	NUM
fbem-17287	230	5	.	.	PUNCT
fbem-17287	231	1	[	[	X
fbem-17287	231	2	7	7	NUM
fbem-17287	231	3	]	]	SYM
fbem-17287	231	4	hu	hu	PROPN
fbem-17287	231	5	weimin	weimin	PROPN
fbem-17287	231	6	,	,	PUNCT
fbem-17287	231	7	chen	chen	PROPN
fbem-17287	231	8	ping	ping	PROPN
fbem-17287	231	9	,	,	PUNCT
fbem-17287	231	10	xie	xie	PROPN
fbem-17287	231	11	qiming	qiming	PROPN
fbem-17287	231	12	,	,	PUNCT
fbem-17287	231	13	fu	fu	PROPN
fbem-17287	231	14	liang	liang	PROPN
fbem-17287	231	15	.	.	PUNCT
fbem-17287	232	1	design	design	NOUN
fbem-17287	232	2	and	and	CCONJ
fbem-17287	232	3	implementation	implementation	NOUN
fbem-17287	232	4	of	of	ADP
fbem-17287	232	5	smart	smart	ADJ
fbem-17287	232	6	public	public	ADJ
fbem-17287	232	7	transportation	transportation	NOUN
fbem-17287	232	8	system	system	NOUN
fbem-17287	232	9	based	base	VERB
fbem-17287	232	10	on	on	ADP
fbem-17287	232	11	internet	internet	NOUN
fbem-17287	232	12	of	of	ADP
fbem-17287	232	13	things	thing	NOUN
fbem-17287	232	14	technology	technology	NOUN
fbem-17287	233	1	[	[	X
fbem-17287	233	2	j	j	X
fbem-17287	233	3	]	]	X
fbem-17287	233	4	.	.	PUNCT
fbem-17287	234	1	computer	computer	NOUN
fbem-17287	234	2	era	era	NOUN
fbem-17287	234	3	,	,	PUNCT
fbem-17287	234	4	2016(09	2016(09	NUM
fbem-17287	234	5	):	):	PUNCT
fbem-17287	234	6	51	51	NUM
fbem-17287	234	7	-	-	SYM
fbem-17287	234	8	55	55	NUM
fbem-17287	234	9	.	.	PUNCT
fbem-17287	235	1	[	[	X
fbem-17287	235	2	8	8	NUM
fbem-17287	235	3	]	]	X
fbem-17287	235	4	feng	feng	PROPN
fbem-17287	235	5	haojie	haojie	PROPN
fbem-17287	235	6	.	.	PUNCT
fbem-17287	236	1	design	design	NOUN
fbem-17287	236	2	of	of	ADP
fbem-17287	236	3	smart	smart	ADJ
fbem-17287	236	4	bus	bus	NOUN
fbem-17287	236	5	service	service	NOUN
fbem-17287	236	6	system	system	NOUN
fbem-17287	236	7	based	base	VERB
fbem-17287	236	8	on	on	ADP
fbem-17287	236	9	bp	bp	PROPN
fbem-17287	236	10	neural	neural	ADJ
fbem-17287	236	11	network	network	NOUN
fbem-17287	236	12	and	and	CCONJ
fbem-17287	236	13	gis	gis	NOUN
fbem-17287	237	1	[	[	X
fbem-17287	237	2	d	d	X
fbem-17287	237	3	]	]	X
fbem-17287	237	4	.	.	PUNCT
fbem-17287	238	1	henan	henan	PROPN
fbem-17287	238	2	polytechnic	polytechnic	PROPN
fbem-17287	238	3	university	university	PROPN
fbem-17287	238	4	,	,	PUNCT
fbem-17287	238	5	2018	2018	NUM
fbem-17287	238	6	.	.	PUNCT
fbem-17287	239	1	[	[	X
fbem-17287	239	2	9	9	NUM
fbem-17287	239	3	]	]	PUNCT
fbem-17287	239	4	ziding	zide	VERB
fbem-17287	239	5	yuan	yuan	NOUN
fbem-17287	239	6	.	.	PUNCT
fbem-17287	240	1	adjustment	adjustment	NOUN
fbem-17287	240	2	and	and	CCONJ
fbem-17287	240	3	scheduling	scheduling	NOUN
fbem-17287	240	4	optimization	optimization	NOUN
fbem-17287	240	5	of	of	ADP
fbem-17287	240	6	ultra	ultra	ADJ
fbem-17287	240	7	-	-	ADJ
fbem-17287	240	8	long	long	ADJ
fbem-17287	240	9	bus	bus	NOUN
fbem-17287	240	10	routes	route	NOUN
fbem-17287	240	11	based	base	VERB
fbem-17287	240	12	on	on	ADP
fbem-17287	240	13	bus	bus	NOUN
fbem-17287	240	14	big	big	ADJ
fbem-17287	240	15	data	datum	NOUN
fbem-17287	241	1	[	[	X
fbem-17287	241	2	d	d	X
fbem-17287	241	3	]	]	X
fbem-17287	241	4	.	.	PUNCT
fbem-17287	242	1	guangdong	guangdong	PROPN
fbem-17287	242	2	university	university	PROPN
fbem-17287	242	3	of	of	ADP
fbem-17287	242	4	technology	technology	NOUN
fbem-17287	242	5	,	,	PUNCT
fbem-17287	242	6	2019	2019	NUM
fbem-17287	242	7	.	.	PUNCT
fbem-17287	243	1	[	[	X
fbem-17287	243	2	10	10	NUM
fbem-17287	243	3	]	]	X
fbem-17287	243	4	zhang	zhang	PROPN
fbem-17287	243	5	yunlong	yunlong	PROPN
fbem-17287	243	6	.	.	PROPN
fbem-17287	243	7	design	design	NOUN
fbem-17287	243	8	and	and	CCONJ
fbem-17287	243	9	implementation	implementation	NOUN
fbem-17287	243	10	of	of	ADP
fbem-17287	243	11	smart	smart	ADJ
fbem-17287	243	12	bus	bus	NOUN
fbem-17287	243	13	information	information	NOUN
fbem-17287	243	14	service	service	NOUN
fbem-17287	243	15	system	system	NOUN
fbem-17287	243	16	based	base	VERB
fbem-17287	243	17	on	on	ADP
fbem-17287	243	18	wi	wi	PROPN
fbem-17287	243	19	-	-	PUNCT
fbem-17287	243	20	fi	fi	NOUN
fbem-17287	243	21	data	datum	NOUN
fbem-17287	244	1	[	[	X
fbem-17287	244	2	d	d	X
fbem-17287	244	3	]	]	X
fbem-17287	244	4	.	.	PUNCT
fbem-17287	245	1	beijing	beijing	PROPN
fbem-17287	245	2	university	university	PROPN
fbem-17287	245	3	of	of	ADP
fbem-17287	245	4	posts	post	NOUN
fbem-17287	245	5	and	and	CCONJ
fbem-17287	245	6	telecommunications	telecommunication	NOUN
fbem-17287	245	7	,	,	PUNCT
fbem-17287	245	8	2019	2019	NUM
fbem-17287	245	9	.	.	PUNCT
fbem-17287	246	1	[	[	X
fbem-17287	246	2	11	11	NUM
fbem-17287	246	3	]	]	X
fbem-17287	246	4	guo	guo	PROPN
fbem-17287	246	5	xiaohua	xiaohua	PROPN
fbem-17287	246	6	.	.	PUNCT
fbem-17287	247	1	research	research	NOUN
fbem-17287	247	2	on	on	ADP
fbem-17287	247	3	investment	investment	NOUN
fbem-17287	247	4	models	model	NOUN
fbem-17287	247	5	for	for	ADP
fbem-17287	247	6	smart	smart	ADJ
fbem-17287	247	7	cities	city	NOUN
fbem-17287	248	1	[	[	X
fbem-17287	248	2	d	d	X
fbem-17287	248	3	]	]	X
fbem-17287	248	4	.	.	PUNCT
fbem-17287	249	1	taiyuan	taiyuan	PROPN
fbem-17287	249	2	university	university	PROPN
fbem-17287	249	3	of	of	ADP
fbem-17287	249	4	technology	technology	NOUN
fbem-17287	249	5	,	,	PUNCT
fbem-17287	249	6	2018	2018	NUM
fbem-17287	249	7	.	.	PUNCT
fbem-17287	250	1	[	[	X
fbem-17287	250	2	12	12	NUM
fbem-17287	250	3	]	]	X
fbem-17287	250	4	yang	yang	PROPN
fbem-17287	250	5	yinyan	yinyan	PROPN
fbem-17287	250	6	.	.	PUNCT
fbem-17287	251	1	research	research	NOUN
fbem-17287	251	2	on	on	ADP
fbem-17287	251	3	urban	urban	ADJ
fbem-17287	251	4	public	public	ADJ
fbem-17287	251	5	service	service	NOUN
fbem-17287	251	6	construction	construction	NOUN
fbem-17287	251	7	under	under	ADP
fbem-17287	251	8	the	the	DET
fbem-17287	251	9	vision	vision	NOUN
fbem-17287	251	10	of	of	ADP
fbem-17287	251	11	smart	smart	ADJ
fbem-17287	251	12	cities	city	NOUN
fbem-17287	252	1	[	[	X
fbem-17287	252	2	d	d	X
fbem-17287	252	3	]	]	X
fbem-17287	252	4	.	.	PUNCT
fbem-17287	253	1	shanxi	shanxi	PROPN
fbem-17287	253	2	university	university	PROPN
fbem-17287	253	3	of	of	ADP
fbem-17287	253	4	finance	finance	NOUN
fbem-17287	253	5	and	and	CCONJ
fbem-17287	253	6	economics	economic	NOUN
fbem-17287	253	7	,	,	PUNCT
fbem-17287	253	8	2016	2016	NUM
fbem-17287	253	9	.	.	PUNCT
fbem-17287	254	1	99	99	NUM
fbem-17287	255	1	[	[	SYM
fbem-17287	255	2	13	13	NUM
fbem-17287	255	3	]	]	SYM
fbem-17287	255	4	li	li	PROPN
fbem-17287	255	5	peilin	peilin	PROPN
fbem-17287	255	6	.	.	PUNCT
fbem-17287	256	1	a	a	DET
fbem-17287	256	2	review	review	NOUN
fbem-17287	256	3	and	and	CCONJ
fbem-17287	256	4	prospect	prospect	NOUN
fbem-17287	256	5	of	of	ADP
fbem-17287	256	6	modern	modern	ADJ
fbem-17287	256	7	urban	urban	ADJ
fbem-17287	256	8	public	public	ADJ
fbem-17287	256	9	transportation	transportation	NOUN
fbem-17287	256	10	research	research	NOUN
fbem-17287	256	11	in	in	ADP
fbem-17287	256	12	china	china	PROPN
fbem-17287	256	13	[	[	X
fbem-17287	256	14	j	j	X
fbem-17287	256	15	]	]	X
fbem-17287	256	16	.	.	PUNCT
fbem-17287	257	1	journal	journal	PROPN
fbem-17287	257	2	of	of	ADP
fbem-17287	257	3	wuhan	wuhan	PROPN
fbem-17287	257	4	university	university	PROPN
fbem-17287	257	5	(	(	PUNCT
fbem-17287	257	6	humanities	humanity	NOUN
fbem-17287	257	7	edition	edition	PROPN
fbem-17287	257	8	)	)	PUNCT
fbem-17287	257	9	,	,	PUNCT
fbem-17287	257	10	2017	2017	NUM
fbem-17287	257	11	,	,	PUNCT
fbem-17287	257	12	70(01	70(01	NUM
fbem-17287	257	13	):	):	PUNCT
fbem-17287	257	14	36	36	NUM
fbem-17287	257	15	-	-	SYM
fbem-17287	257	16	44	44	NUM
fbem-17287	257	17	.	.	PUNCT
fbem-17287	258	1	[	[	X
fbem-17287	258	2	14	14	NUM
fbem-17287	258	3	]	]	X
fbem-17287	258	4	carola	carola	PROPN
fbem-17287	258	5	leiva	leiva	PROPN
fbem-17287	258	6	,	,	PUNCT
fbem-17287	258	7	juan	juan	PROPN
fbem-17287	258	8	carlos	carlos	PROPN
fbem-17287	258	9	muñoz	muñoz	PROPN
fbem-17287	258	10	,	,	PUNCT
fbem-17287	258	11	ricardo	ricardo	PROPN
fbem-17287	258	12	giesen	giesen	PROPN
fbem-17287	258	13	,	,	PUNCT
fbem-17287	258	14	homero	homero	X
fbem-17287	258	15	larrain	larrain	NOUN
fbem-17287	258	16	.	.	PUNCT
fbem-17287	259	1	design	design	NOUN
fbem-17287	259	2	of	of	ADP
fbem-17287	259	3	limited	limited	ADJ
fbem-17287	259	4	-	-	PUNCT
fbem-17287	259	5	stop	stop	NOUN
fbem-17287	259	6	services	service	NOUN
fbem-17287	259	7	for	for	ADP
fbem-17287	259	8	an	an	DET
fbem-17287	259	9	urban	urban	ADJ
fbem-17287	259	10	bus	bus	NOUN
fbem-17287	259	11	corridor	corridor	NOUN
fbem-17287	259	12	with	with	ADP
fbem-17287	259	13	capacity	capacity	NOUN
fbem-17287	259	14	constraints	constraint	NOUN
fbem-17287	259	15	[	[	X
fbem-17287	259	16	j	j	X
fbem-17287	259	17	]	]	X
fbem-17287	259	18	.	.	PUNCT
fbem-17287	260	1	transportation	transportation	NOUN
fbem-17287	260	2	research	research	NOUN
fbem-17287	260	3	part	part	NOUN
fbem-17287	260	4	b	b	PROPN
fbem-17287	260	5	,	,	PUNCT
fbem-17287	260	6	2010	2010	NUM
fbem-17287	260	7	,	,	PUNCT
fbem-17287	260	8	44(10	44(10	NUM
fbem-17287	260	9	):	):	PUNCT
fbem-17287	260	10	.	.	PUNCT
fbem-17287	261	1	[	[	X
fbem-17287	261	2	15	15	NUM
fbem-17287	261	3	]	]	X
fbem-17287	261	4	laetitia	laetitia	PROPN
fbem-17287	261	5	gazel	gazel	PROPN
fbem-17287	261	6	anthoine	anthoine	PROPN
fbem-17287	261	7	.	.	PUNCT
fbem-17287	262	1	wi	wi	PROPN
fbem-17287	262	2	-	-	PUNCT
fbem-17287	262	3	fi	fi	NOUN
fbem-17287	262	4	-	-	PUNCT
fbem-17287	262	5	enabled	enable	VERB
fbem-17287	262	6	buses	bus	NOUN
fbem-17287	262	7	can	can	AUX
fbem-17287	262	8	serve	serve	VERB
fbem-17287	262	9	as	as	ADP
fbem-17287	262	10	the	the	DET
fbem-17287	262	11	foundation	foundation	NOUN
fbem-17287	262	12	for	for	ADP
fbem-17287	262	13	building	build	VERB
fbem-17287	262	14	a	a	DET
fbem-17287	262	15	smart	smart	ADJ
fbem-17287	262	16	city	city	NOUN
fbem-17287	263	1	[	[	X
fbem-17287	263	2	j	j	X
fbem-17287	263	3	]	]	X
fbem-17287	263	4	.	.	PUNCT
fbem-17287	263	5	mass	mass	PROPN
fbem-17287	263	6	transit	transit	PROPN
fbem-17287	263	7	,	,	PUNCT
fbem-17287	263	8	2017	2017	NUM
fbem-17287	263	9	,	,	PUNCT
fbem-17287	263	10	43(4	43(4	NOUN
fbem-17287	263	11	)	)	PUNCT
fbem-17287	263	12	.	.	PUNCT
fbem-17287	264	1	[	[	X
fbem-17287	264	2	16	16	NUM
fbem-17287	264	3	]	]	PUNCT
fbem-17287	264	4	mgtv	mgtv	NOUN
fbem-17287	264	5	;	;	PUNCT
fbem-17287	264	6	international	international	ADJ
fbem-17287	264	7	apprentices	apprentice	NOUN
fbem-17287	264	8	in	in	ADP
fbem-17287	264	9	"	"	PUNCT
fbem-17287	264	10	the	the	DET
fbem-17287	264	11	day	day	NOUN
fbem-17287	264	12	i	i	PRON
fbem-17287	264	13	ran	run	VERB
fbem-17287	264	14	china	china	PROPN
fbem-17287	264	15	"	"	PUNCT
fbem-17287	264	16	blown	blow	VERB
fbem-17287	264	17	away	away	ADV
fbem-17287	264	18	by	by	ADP
fbem-17287	264	19	china	china	PROPN
fbem-17287	264	20	's	's	PART
fbem-17287	264	21	5	5	NUM
fbem-17287	264	22	g	g	NOUN
fbem-17287	264	23	smart	smart	ADJ
fbem-17287	264	24	bus	bus	NOUN
fbem-17287	264	25	transit	transit	NOUN
fbem-17287	264	26	technology	technology	NOUN
fbem-17287	265	1	[	[	X
fbem-17287	265	2	j	j	X
fbem-17287	265	3	]	]	X
fbem-17287	265	4	.	.	PUNCT
fbem-17287	266	1	journal	journal	PROPN
fbem-17287	266	2	of	of	ADP
fbem-17287	266	3	engineering	engineering	NOUN
fbem-17287	266	4	,	,	PUNCT
fbem-17287	266	5	2019.m	2019.m	PROPN
fbem-17287	266	6	.	.	PUNCT
fbem-17287	266	7	young	young	ADJ
fbem-17287	266	8	,	,	PUNCT
fbem-17287	266	9	the	the	DET
fbem-17287	266	10	techincal	techincal	ADJ
fbem-17287	266	11	writers	writer	NOUN
fbem-17287	266	12	handbook	handbook	NOUN
fbem-17287	266	13	.	.	PUNCT
fbem-17287	267	1	mill	mill	NOUN
fbem-17287	267	2	valley	valley	PROPN
fbem-17287	267	3	,	,	PUNCT
fbem-17287	267	4	ca	ca	PROPN
fbem-17287	267	5	:	:	PUNCT
fbem-17287	267	6	university	university	NOUN
fbem-17287	267	7	science	science	NOUN
fbem-17287	267	8	,	,	PUNCT
fbem-17287	267	9	1989	1989	NUM
fbem-17287	267	10	.	.	PUNCT