id	sid	tid	token	lemma	pos
ajst-30906	1	1	academic	academic	ADJ
ajst-30906	1	2	journal	journal	NOUN
ajst-30906	1	3	of	of	ADP
ajst-30906	1	4	science	science	NOUN
ajst-30906	1	5	and	and	CCONJ
ajst-30906	1	6	technology	technology	NOUN
ajst-30906	1	7	issn	issn	NOUN
ajst-30906	1	8	:	:	PUNCT
ajst-30906	1	9	2771	2771	NUM
ajst-30906	1	10	-	-	SYM
ajst-30906	1	11	3032	3032	NUM
ajst-30906	1	12	|	|	NOUN
ajst-30906	1	13	vol	vol	NOUN
ajst-30906	1	14	.	.	PROPN
ajst-30906	1	15	15	15	NUM
ajst-30906	1	16	,	,	PUNCT
ajst-30906	1	17	no	no	INTJ
ajst-30906	1	18	.	.	NOUN
ajst-30906	1	19	2	2	NUM
ajst-30906	1	20	,	,	PUNCT
ajst-30906	1	21	2025	2025	NUM
ajst-30906	1	22	187	187	NUM
ajst-30906	1	23	traffic	traffic	NOUN
ajst-30906	1	24	flow	flow	NOUN
ajst-30906	1	25	analysis	analysis	NOUN
ajst-30906	1	26	and	and	CCONJ
ajst-30906	1	27	parking	parking	NOUN
ajst-30906	1	28	demand	demand	NOUN
ajst-30906	1	29	estimation	estimation	NOUN
ajst-30906	1	30	in	in	ADP
ajst-30906	1	31	tourist	tourist	NOUN
ajst-30906	1	32	areas	area	NOUN
ajst-30906	1	33	using	use	VERB
ajst-30906	1	34	moving	move	VERB
ajst-30906	1	35	average	average	ADJ
ajst-30906	1	36	and	and	CCONJ
ajst-30906	1	37	location	location	NOUN
ajst-30906	1	38	backtracking	backtrack	VERB
ajst-30906	1	39	methods	method	NOUN
ajst-30906	1	40	xi	xi	X
ajst-30906	1	41	gong	gong	PROPN
ajst-30906	1	42	*	*	PROPN
ajst-30906	1	43	,	,	PUNCT
ajst-30906	1	44	#	#	X
ajst-30906	1	45	,	,	PUNCT
ajst-30906	1	46	tinghua	tinghua	NOUN
ajst-30906	1	47	lu	lu	NOUN
ajst-30906	1	48	#	#	PROPN
ajst-30906	1	49	,	,	PUNCT
ajst-30906	1	50	jie	jie	PROPN
ajst-30906	1	51	zeng	zeng	PROPN
ajst-30906	1	52	#	#	PROPN
ajst-30906	1	53	school	school	NOUN
ajst-30906	1	54	of	of	ADP
ajst-30906	1	55	computer	computer	NOUN
ajst-30906	1	56	science	science	NOUN
ajst-30906	1	57	,	,	PUNCT
ajst-30906	1	58	chengdu	chengdu	PROPN
ajst-30906	1	59	college	college	PROPN
ajst-30906	1	60	of	of	ADP
ajst-30906	1	61	university	university	PROPN
ajst-30906	1	62	of	of	ADP
ajst-30906	1	63	electronic	electronic	ADJ
ajst-30906	1	64	science	science	NOUN
ajst-30906	1	65	and	and	CCONJ
ajst-30906	1	66	technology	technology	NOUN
ajst-30906	1	67	of	of	ADP
ajst-30906	1	68	china	china	PROPN
ajst-30906	1	69	,	,	PUNCT
ajst-30906	1	70	chengdu	chengdu	PROPN
ajst-30906	1	71	,	,	PUNCT
ajst-30906	1	72	611731	611731	NUM
ajst-30906	1	73	,	,	PUNCT
ajst-30906	1	74	china	china	PROPN
ajst-30906	1	75	*	*	PUNCT
ajst-30906	1	76	corresponding	correspond	VERB
ajst-30906	1	77	author	author	NOUN
ajst-30906	1	78	:	:	PUNCT
ajst-30906	2	1	13925756903@163.com	13925756903@163.com	NUM
ajst-30906	2	2	#	#	SYM
ajst-30906	2	3	these	these	DET
ajst-30906	2	4	authors	author	NOUN
ajst-30906	2	5	contributed	contribute	VERB
ajst-30906	2	6	equally	equally	ADV
ajst-30906	2	7	.	.	PUNCT
ajst-30906	3	1	abstract	abstract	ADJ
ajst-30906	3	2	:	:	PUNCT
ajst-30906	3	3	with	with	ADP
ajst-30906	3	4	the	the	DET
ajst-30906	3	5	rapid	rapid	ADJ
ajst-30906	3	6	development	development	NOUN
ajst-30906	3	7	of	of	ADP
ajst-30906	3	8	tourism	tourism	NOUN
ajst-30906	3	9	,	,	PUNCT
ajst-30906	3	10	traffic	traffic	NOUN
ajst-30906	3	11	congestion	congestion	NOUN
ajst-30906	3	12	and	and	CCONJ
ajst-30906	3	13	parking	parking	NOUN
ajst-30906	3	14	demand	demand	NOUN
ajst-30906	3	15	issues	issue	NOUN
ajst-30906	3	16	in	in	ADP
ajst-30906	3	17	scenic	scenic	ADJ
ajst-30906	3	18	areas	area	NOUN
ajst-30906	3	19	have	have	AUX
ajst-30906	3	20	become	become	VERB
ajst-30906	3	21	increasingly	increasingly	ADV
ajst-30906	3	22	prominent	prominent	ADJ
ajst-30906	3	23	,	,	PUNCT
ajst-30906	3	24	particularly	particularly	ADV
ajst-30906	3	25	at	at	ADP
ajst-30906	3	26	the	the	DET
ajst-30906	3	27	intersection	intersection	NOUN
ajst-30906	3	28	of	of	ADP
ajst-30906	3	29	jingzhong	jingzhong	PROPN
ajst-30906	3	30	road	road	PROPN
ajst-30906	3	31	and	and	CCONJ
ajst-30906	3	32	weizhong	weizhong	PROPN
ajst-30906	3	33	road	road	NOUN
ajst-30906	3	34	in	in	ADP
ajst-30906	3	35	a	a	DET
ajst-30906	3	36	renowned	renowned	ADJ
ajst-30906	3	37	scenic	scenic	ADJ
ajst-30906	3	38	town	town	NOUN
ajst-30906	3	39	.	.	PUNCT
ajst-30906	4	1	significant	significant	ADJ
ajst-30906	4	2	peak	peak	NOUN
ajst-30906	4	3	-	-	PUNCT
ajst-30906	4	4	period	period	NOUN
ajst-30906	4	5	differences	difference	NOUN
ajst-30906	4	6	exist	exist	VERB
ajst-30906	4	7	:	:	PUNCT
ajst-30906	4	8	the	the	DET
ajst-30906	4	9	morning	morning	NOUN
ajst-30906	4	10	peak	peak	NOUN
ajst-30906	4	11	(	(	PUNCT
ajst-30906	4	12	7:00	7:00	NUM
ajst-30906	4	13	-	-	SYM
ajst-30906	4	14	9:00	9:00	NUM
ajst-30906	4	15	)	)	PUNCT
ajst-30906	4	16	witnesses	witness	NOUN
ajst-30906	4	17	385,495	385,495	NUM
ajst-30906	4	18	vehicles	vehicle	NOUN
ajst-30906	4	19	in	in	ADP
ajst-30906	4	20	the	the	DET
ajst-30906	4	21	north	north	NOUN
ajst-30906	4	22	-	-	PUNCT
ajst-30906	4	23	to	to	ADP
ajst-30906	4	24	-	-	PUNCT
ajst-30906	4	25	east	east	NOUN
ajst-30906	4	26	direction	direction	NOUN
ajst-30906	4	27	,	,	PUNCT
ajst-30906	4	28	while	while	SCONJ
ajst-30906	4	29	the	the	DET
ajst-30906	4	30	evening	evening	NOUN
ajst-30906	4	31	peak	peak	NOUN
ajst-30906	4	32	(	(	PUNCT
ajst-30906	4	33	17:00	17:00	NUM
ajst-30906	4	34	-	-	SYM
ajst-30906	4	35	19:00	19:00	NUM
ajst-30906	4	36	)	)	PUNCT
ajst-30906	4	37	records	record	VERB
ajst-30906	4	38	122,671	122,671	NUM
ajst-30906	4	39	vehicles	vehicle	NOUN
ajst-30906	4	40	in	in	ADP
ajst-30906	4	41	the	the	DET
ajst-30906	4	42	south	south	NOUN
ajst-30906	4	43	-	-	PUNCT
ajst-30906	4	44	to	to	ADP
ajst-30906	4	45	-	-	PUNCT
ajst-30906	4	46	north	north	NOUN
ajst-30906	4	47	direction	direction	NOUN
ajst-30906	4	48	,	,	PUNCT
ajst-30906	4	49	with	with	ADP
ajst-30906	4	50	peak	peak	NOUN
ajst-30906	4	51	traffic	traffic	NOUN
ajst-30906	4	52	accounting	accounting	NOUN
ajst-30906	4	53	for	for	ADP
ajst-30906	4	54	35	35	NUM
ajst-30906	4	55	%	%	NOUN
ajst-30906	4	56	of	of	ADP
ajst-30906	4	57	daily	daily	ADJ
ajst-30906	4	58	volume	volume	NOUN
ajst-30906	4	59	.	.	PUNCT
ajst-30906	5	1	this	this	DET
ajst-30906	5	2	study	study	NOUN
ajst-30906	5	3	uses	use	VERB
ajst-30906	5	4	methods	method	NOUN
ajst-30906	5	5	like	like	ADP
ajst-30906	5	6	moving	move	VERB
ajst-30906	5	7	averages	average	NOUN
ajst-30906	5	8	,	,	PUNCT
ajst-30906	5	9	time	time	NOUN
ajst-30906	5	10	discretization	discretization	NOUN
ajst-30906	5	11	,	,	PUNCT
ajst-30906	5	12	and	and	CCONJ
ajst-30906	5	13	location	location	NOUN
ajst-30906	5	14	backtracking	backtrack	VERB
ajst-30906	5	15	to	to	PART
ajst-30906	5	16	analyze	analyze	VERB
ajst-30906	5	17	data	datum	NOUN
ajst-30906	5	18	,	,	PUNCT
ajst-30906	5	19	identifying	identify	VERB
ajst-30906	5	20	distinct	distinct	ADJ
ajst-30906	5	21	peak	peak	NOUN
ajst-30906	5	22	periods	period	NOUN
ajst-30906	5	23	and	and	CCONJ
ajst-30906	5	24	directional	directional	ADJ
ajst-30906	5	25	flow	flow	NOUN
ajst-30906	5	26	variations	variation	NOUN
ajst-30906	5	27	while	while	SCONJ
ajst-30906	5	28	quantifying	quantify	VERB
ajst-30906	5	29	283,885	283,885	NUM
ajst-30906	5	30	cruising	cruise	VERB
ajst-30906	5	31	vehicles	vehicle	NOUN
ajst-30906	5	32	(	(	PUNCT
ajst-30906	5	33	via	via	ADP
ajst-30906	5	34	a	a	DET
ajst-30906	5	35	300second	300second	PROPN
ajst-30906	5	36	time	time	NOUN
ajst-30906	5	37	threshold	threshold	NOUN
ajst-30906	5	38	)	)	PUNCT
ajst-30906	5	39	to	to	PART
ajst-30906	5	40	estimate	estimate	VERB
ajst-30906	5	41	a	a	DET
ajst-30906	5	42	demand	demand	NOUN
ajst-30906	5	43	for	for	ADP
ajst-30906	5	44	340,662	340,662	NUM
ajst-30906	5	45	temporary	temporary	ADJ
ajst-30906	5	46	parking	parking	NOUN
ajst-30906	5	47	spaces	space	NOUN
ajst-30906	5	48	during	during	ADP
ajst-30906	5	49	the	the	DET
ajst-30906	5	50	may	may	PROPN
ajst-30906	5	51	day	day	NOUN
ajst-30906	5	52	golden	golden	ADJ
ajst-30906	5	53	week	week	NOUN
ajst-30906	5	54	.	.	PUNCT
ajst-30906	6	1	the	the	DET
ajst-30906	6	2	findings	finding	NOUN
ajst-30906	6	3	enable	enable	VERB
ajst-30906	6	4	scientific	scientific	ADJ
ajst-30906	6	5	optimization	optimization	NOUN
ajst-30906	6	6	of	of	ADP
ajst-30906	6	7	traffic	traffic	NOUN
ajst-30906	6	8	signal	signal	NOUN
ajst-30906	6	9	configurations	configuration	NOUN
ajst-30906	6	10	—	—	PUNCT
ajst-30906	6	11	such	such	ADJ
ajst-30906	6	12	as	as	ADP
ajst-30906	6	13	allocating	allocate	VERB
ajst-30906	6	14	40	40	NUM
ajst-30906	6	15	%	%	NOUN
ajst-30906	6	16	more	more	ADJ
ajst-30906	6	17	green	green	ADJ
ajst-30906	6	18	light	light	ADJ
ajst-30906	6	19	time	time	NOUN
ajst-30906	6	20	to	to	PART
ajst-30906	6	21	peak	peak	VERB
ajst-30906	6	22	directions	direction	NOUN
ajst-30906	6	23	—	—	PUNCT
ajst-30906	6	24	and	and	CCONJ
ajst-30906	6	25	rational	rational	ADJ
ajst-30906	6	26	parking	parking	NOUN
ajst-30906	6	27	resource	resource	NOUN
ajst-30906	6	28	allocation	allocation	NOUN
ajst-30906	6	29	,	,	PUNCT
ajst-30906	6	30	providing	provide	VERB
ajst-30906	6	31	a	a	DET
ajst-30906	6	32	data	data	NOUN
ajst-30906	6	33	-	-	PUNCT
ajst-30906	6	34	driven	drive	VERB
ajst-30906	6	35	framework	framework	NOUN
ajst-30906	6	36	to	to	PART
ajst-30906	6	37	alleviate	alleviate	VERB
ajst-30906	6	38	congestion	congestion	NOUN
ajst-30906	6	39	,	,	PUNCT
ajst-30906	6	40	enhance	enhance	VERB
ajst-30906	6	41	traffic	traffic	NOUN
ajst-30906	6	42	management	management	NOUN
ajst-30906	6	43	efficiency	efficiency	NOUN
ajst-30906	6	44	,	,	PUNCT
ajst-30906	6	45	and	and	CCONJ
ajst-30906	6	46	improve	improve	VERB
ajst-30906	6	47	travel	travel	NOUN
ajst-30906	6	48	experiences	experience	NOUN
ajst-30906	6	49	in	in	ADP
ajst-30906	6	50	scenic	scenic	ADJ
ajst-30906	6	51	areas	area	NOUN
ajst-30906	6	52	and	and	CCONJ
ajst-30906	6	53	urban	urban	ADJ
ajst-30906	6	54	destinations	destination	NOUN
ajst-30906	6	55	.	.	PUNCT
ajst-30906	7	1	keywords	keyword	NOUN
ajst-30906	7	2	:	:	PUNCT
ajst-30906	7	3	traffic	traffic	NOUN
ajst-30906	7	4	congestion	congestion	NOUN
ajst-30906	7	5	;	;	PUNCT
ajst-30906	7	6	peak	peak	NOUN
ajst-30906	7	7	-	-	PUNCT
ajst-30906	7	8	period	period	NOUN
ajst-30906	7	9	differences	difference	NOUN
ajst-30906	7	10	;	;	PUNCT
ajst-30906	7	11	parking	parking	NOUN
ajst-30906	7	12	demand	demand	NOUN
ajst-30906	7	13	estimation	estimation	NOUN
ajst-30906	7	14	;	;	PUNCT
ajst-30906	7	15	traffic	traffic	NOUN
ajst-30906	7	16	signal	signal	NOUN
ajst-30906	7	17	configuration	configuration	NOUN
ajst-30906	7	18	optimization	optimization	NOUN
ajst-30906	7	19	.	.	PUNCT
ajst-30906	8	1	1	1	X
ajst-30906	8	2	.	.	X
ajst-30906	8	3	introduction	introduction	NOUN
ajst-30906	8	4	in	in	ADP
ajst-30906	8	5	recent	recent	ADJ
ajst-30906	8	6	years	year	NOUN
ajst-30906	8	7	,	,	PUNCT
ajst-30906	8	8	the	the	DET
ajst-30906	8	9	rapid	rapid	ADJ
ajst-30906	8	10	development	development	NOUN
ajst-30906	8	11	of	of	ADP
ajst-30906	8	12	the	the	DET
ajst-30906	8	13	tourism	tourism	NOUN
ajst-30906	8	14	industry	industry	NOUN
ajst-30906	8	15	has	have	AUX
ajst-30906	8	16	led	lead	VERB
ajst-30906	8	17	to	to	ADP
ajst-30906	8	18	a	a	DET
ajst-30906	8	19	significant	significant	ADJ
ajst-30906	8	20	increase	increase	NOUN
ajst-30906	8	21	in	in	ADP
ajst-30906	8	22	traffic	traffic	NOUN
ajst-30906	8	23	flow	flow	NOUN
ajst-30906	8	24	around	around	ADP
ajst-30906	8	25	scenic	scenic	ADJ
ajst-30906	8	26	areas	area	NOUN
ajst-30906	8	27	[	[	X
ajst-30906	8	28	1	1	NUM
ajst-30906	8	29	]	]	PUNCT
ajst-30906	8	30	,	,	PUNCT
ajst-30906	8	31	especially	especially	ADV
ajst-30906	8	32	during	during	ADP
ajst-30906	8	33	holidays	holiday	NOUN
ajst-30906	8	34	and	and	CCONJ
ajst-30906	8	35	peak	peak	NOUN
ajst-30906	8	36	tourist	tourist	NOUN
ajst-30906	8	37	seasons	season	NOUN
ajst-30906	8	38	.	.	PUNCT
ajst-30906	9	1	this	this	DET
ajst-30906	9	2	surge	surge	NOUN
ajst-30906	9	3	in	in	ADP
ajst-30906	9	4	traffic	traffic	NOUN
ajst-30906	9	5	has	have	AUX
ajst-30906	9	6	not	not	PART
ajst-30906	9	7	only	only	ADV
ajst-30906	9	8	caused	cause	VERB
ajst-30906	9	9	severe	severe	ADJ
ajst-30906	9	10	congestion	congestion	NOUN
ajst-30906	9	11	on	on	ADP
ajst-30906	9	12	the	the	DET
ajst-30906	9	13	main	main	ADJ
ajst-30906	9	14	roads	road	NOUN
ajst-30906	9	15	but	but	CCONJ
ajst-30906	9	16	also	also	ADV
ajst-30906	9	17	created	create	VERB
ajst-30906	9	18	a	a	DET
ajst-30906	9	19	substantial	substantial	ADJ
ajst-30906	9	20	challenge	challenge	NOUN
ajst-30906	9	21	in	in	ADP
ajst-30906	9	22	meeting	meet	VERB
ajst-30906	9	23	the	the	DET
ajst-30906	9	24	parking	parking	NOUN
ajst-30906	9	25	demands	demand	NOUN
ajst-30906	9	26	of	of	ADP
ajst-30906	9	27	tourists	tourist	NOUN
ajst-30906	9	28	and	and	CCONJ
ajst-30906	9	29	local	local	ADJ
ajst-30906	9	30	residents	resident	NOUN
ajst-30906	9	31	.	.	PUNCT
ajst-30906	10	1	for	for	ADP
ajst-30906	10	2	instance	instance	NOUN
ajst-30906	10	3	,	,	PUNCT
ajst-30906	10	4	in	in	ADP
ajst-30906	10	5	a	a	DET
ajst-30906	10	6	well	well	ADV
ajst-30906	10	7	-	-	PUNCT
ajst-30906	10	8	known	know	VERB
ajst-30906	10	9	scenic	scenic	ADJ
ajst-30906	10	10	town	town	NOUN
ajst-30906	10	11	,	,	PUNCT
ajst-30906	10	12	the	the	DET
ajst-30906	10	13	intersections	intersection	NOUN
ajst-30906	10	14	of	of	ADP
ajst-30906	10	15	its	its	PRON
ajst-30906	10	16	main	main	ADJ
ajst-30906	10	17	roads	road	NOUN
ajst-30906	10	18	(	(	PUNCT
ajst-30906	10	19	jingzhong	jingzhong	PROPN
ajst-30906	10	20	road	road	PROPN
ajst-30906	10	21	and	and	CCONJ
ajst-30906	10	22	weizhong	weizhong	PROPN
ajst-30906	10	23	road	road	NOUN
ajst-30906	10	24	)	)	PUNCT
ajst-30906	10	25	experience	experience	NOUN
ajst-30906	10	26	complex	complex	ADJ
ajst-30906	10	27	traffic	traffic	NOUN
ajst-30906	10	28	flow	flow	NOUN
ajst-30906	10	29	variations	variation	NOUN
ajst-30906	10	30	across	across	ADP
ajst-30906	10	31	different	different	ADJ
ajst-30906	10	32	time	time	NOUN
ajst-30906	10	33	periods	period	NOUN
ajst-30906	10	34	[	[	X
ajst-30906	10	35	2	2	NUM
ajst-30906	10	36	]	]	PUNCT
ajst-30906	10	37	,	,	PUNCT
ajst-30906	10	38	leading	lead	VERB
ajst-30906	10	39	to	to	ADP
ajst-30906	10	40	traffic	traffic	NOUN
ajst-30906	10	41	delays	delay	NOUN
ajst-30906	10	42	and	and	CCONJ
ajst-30906	10	43	severely	severely	ADV
ajst-30906	10	44	affecting	affect	VERB
ajst-30906	10	45	the	the	DET
ajst-30906	10	46	travel	travel	NOUN
ajst-30906	10	47	experience	experience	NOUN
ajst-30906	10	48	of	of	ADP
ajst-30906	10	49	both	both	DET
ajst-30906	10	50	tourists	tourist	NOUN
ajst-30906	10	51	and	and	CCONJ
ajst-30906	10	52	residents	resident	NOUN
ajst-30906	10	53	.	.	PUNCT
ajst-30906	11	1	additionally	additionally	ADV
ajst-30906	11	2	,	,	PUNCT
ajst-30906	11	3	during	during	ADP
ajst-30906	11	4	holidays	holiday	NOUN
ajst-30906	11	5	like	like	ADP
ajst-30906	11	6	the	the	DET
ajst-30906	11	7	may	may	PROPN
ajst-30906	11	8	day	day	NOUN
ajst-30906	11	9	golden	golden	ADJ
ajst-30906	11	10	week	week	NOUN
ajst-30906	11	11	,	,	PUNCT
ajst-30906	11	12	the	the	DET
ajst-30906	11	13	demand	demand	NOUN
ajst-30906	11	14	for	for	ADP
ajst-30906	11	15	parking	parking	NOUN
ajst-30906	11	16	spaces	space	NOUN
ajst-30906	11	17	surges	surge	VERB
ajst-30906	11	18	,	,	PUNCT
ajst-30906	11	19	further	far	ADV
ajst-30906	11	20	exacerbating	exacerbate	VERB
ajst-30906	11	21	the	the	DET
ajst-30906	11	22	traffic	traffic	NOUN
ajst-30906	11	23	management	management	NOUN
ajst-30906	11	24	challenges	challenge	NOUN
ajst-30906	11	25	.	.	PUNCT
ajst-30906	12	1	addressing	address	VERB
ajst-30906	12	2	these	these	DET
ajst-30906	12	3	issues	issue	NOUN
ajst-30906	12	4	requires	require	VERB
ajst-30906	12	5	a	a	DET
ajst-30906	12	6	comprehensive	comprehensive	ADJ
ajst-30906	12	7	and	and	CCONJ
ajst-30906	12	8	data	data	NOUN
ajst-30906	12	9	-	-	PUNCT
ajst-30906	12	10	driven	drive	VERB
ajst-30906	12	11	approach	approach	NOUN
ajst-30906	12	12	to	to	ADP
ajst-30906	12	13	traffic	traffic	NOUN
ajst-30906	12	14	and	and	CCONJ
ajst-30906	12	15	parking	parking	NOUN
ajst-30906	12	16	management	management	NOUN
ajst-30906	12	17	[	[	X
ajst-30906	12	18	3	3	NUM
ajst-30906	12	19	]	]	PUNCT
ajst-30906	12	20	.	.	PUNCT
ajst-30906	13	1	this	this	PRON
ajst-30906	13	2	involves	involve	VERB
ajst-30906	13	3	analyzing	analyze	VERB
ajst-30906	13	4	the	the	DET
ajst-30906	13	5	spatiotemporal	spatiotemporal	ADJ
ajst-30906	13	6	distribution	distribution	NOUN
ajst-30906	13	7	[	[	X
ajst-30906	13	8	4	4	NUM
ajst-30906	13	9	]	]	PUNCT
ajst-30906	13	10	of	of	ADP
ajst-30906	13	11	traffic	traffic	NOUN
ajst-30906	13	12	flow	flow	NOUN
ajst-30906	13	13	[	[	X
ajst-30906	13	14	5	5	NUM
ajst-30906	13	15	]	]	PUNCT
ajst-30906	13	16	to	to	PART
ajst-30906	13	17	optimize	optimize	VERB
ajst-30906	13	18	traffic	traffic	NOUN
ajst-30906	13	19	signal	signal	NOUN
ajst-30906	13	20	configurations	configuration	NOUN
ajst-30906	13	21	[	[	X
ajst-30906	13	22	6	6	NUM
ajst-30906	13	23	]	]	PUNCT
ajst-30906	13	24	and	and	CCONJ
ajst-30906	13	25	assessing	assess	VERB
ajst-30906	13	26	the	the	DET
ajst-30906	13	27	parking	parking	NOUN
ajst-30906	13	28	demand	demand	NOUN
ajst-30906	13	29	during	during	ADP
ajst-30906	13	30	peak	peak	NOUN
ajst-30906	13	31	periods	period	NOUN
ajst-30906	13	32	[	[	X
ajst-30906	13	33	7	7	NUM
ajst-30906	13	34	]	]	PUNCT
ajst-30906	13	35	to	to	PART
ajst-30906	13	36	provide	provide	VERB
ajst-30906	13	37	scientific	scientific	ADJ
ajst-30906	13	38	decision	decision	NOUN
ajst-30906	13	39	-	-	PUNCT
ajst-30906	13	40	making	make	VERB
ajst-30906	13	41	support	support	NOUN
ajst-30906	13	42	for	for	ADP
ajst-30906	13	43	scenic	scenic	ADJ
ajst-30906	13	44	area	area	NOUN
ajst-30906	13	45	management	management	NOUN
ajst-30906	13	46	[	[	X
ajst-30906	13	47	8	8	NUM
ajst-30906	13	48	]	]	PUNCT
ajst-30906	13	49	.	.	PUNCT
ajst-30906	14	1	to	to	ADP
ajst-30906	14	2	this	this	DET
ajst-30906	14	3	end	end	NOUN
ajst-30906	14	4	,	,	PUNCT
ajst-30906	14	5	this	this	DET
ajst-30906	14	6	study	study	NOUN
ajst-30906	14	7	aims	aim	VERB
ajst-30906	14	8	to	to	PART
ajst-30906	14	9	conduct	conduct	VERB
ajst-30906	14	10	a	a	DET
ajst-30906	14	11	refined	refined	ADJ
ajst-30906	14	12	analysis	analysis	NOUN
ajst-30906	14	13	[	[	X
ajst-30906	14	14	9	9	NUM
ajst-30906	14	15	]	]	PUNCT
ajst-30906	14	16	of	of	ADP
ajst-30906	14	17	the	the	DET
ajst-30906	14	18	traffic	traffic	NOUN
ajst-30906	14	19	flow	flow	NOUN
ajst-30906	14	20	at	at	ADP
ajst-30906	14	21	the	the	DET
ajst-30906	14	22	intersection	intersection	NOUN
ajst-30906	14	23	of	of	ADP
ajst-30906	14	24	jingzhong	jingzhong	PROPN
ajst-30906	14	25	road	road	PROPN
ajst-30906	14	26	and	and	CCONJ
ajst-30906	14	27	weizhong	weizhong	PROPN
ajst-30906	14	28	road	road	NOUN
ajst-30906	14	29	and	and	CCONJ
ajst-30906	14	30	to	to	PART
ajst-30906	14	31	assess	assess	VERB
ajst-30906	14	32	the	the	DET
ajst-30906	14	33	parking	parking	NOUN
ajst-30906	14	34	demand	demand	NOUN
ajst-30906	14	35	during	during	ADP
ajst-30906	14	36	the	the	DET
ajst-30906	14	37	may	may	PROPN
ajst-30906	14	38	day	day	NOUN
ajst-30906	14	39	golden	golden	ADJ
ajst-30906	14	40	week	week	NOUN
ajst-30906	14	41	.	.	PUNCT
ajst-30906	15	1	by	by	ADP
ajst-30906	15	2	employing	employ	VERB
ajst-30906	15	3	advanced	advanced	ADJ
ajst-30906	15	4	data	datum	NOUN
ajst-30906	15	5	analysis	analysis	NOUN
ajst-30906	15	6	methods	method	NOUN
ajst-30906	15	7	such	such	ADJ
ajst-30906	15	8	as	as	ADP
ajst-30906	15	9	the	the	DET
ajst-30906	15	10	moving	move	VERB
ajst-30906	15	11	average	average	ADJ
ajst-30906	15	12	method	method	NOUN
ajst-30906	15	13	[	[	X
ajst-30906	15	14	10	10	NUM
ajst-30906	15	15	]	]	PUNCT
ajst-30906	15	16	and	and	CCONJ
ajst-30906	15	17	location	location	NOUN
ajst-30906	15	18	backtracking	backtrack	VERB
ajst-30906	15	19	method	method	NOUN
ajst-30906	15	20	[	[	X
ajst-30906	15	21	11	11	NUM
ajst-30906	15	22	]	]	PUNCT
ajst-30906	15	23	,	,	PUNCT
ajst-30906	15	24	this	this	DET
ajst-30906	15	25	research	research	NOUN
ajst-30906	15	26	seeks	seek	VERB
ajst-30906	15	27	to	to	PART
ajst-30906	15	28	reveal	reveal	VERB
ajst-30906	15	29	the	the	DET
ajst-30906	15	30	underlying	underlie	VERB
ajst-30906	15	31	patterns	pattern	NOUN
ajst-30906	15	32	of	of	ADP
ajst-30906	15	33	traffic	traffic	NOUN
ajst-30906	15	34	flow	flow	NOUN
ajst-30906	15	35	and	and	CCONJ
ajst-30906	15	36	parking	parking	NOUN
ajst-30906	15	37	demand	demand	NOUN
ajst-30906	15	38	,	,	PUNCT
ajst-30906	15	39	thereby	thereby	ADV
ajst-30906	15	40	providing	provide	VERB
ajst-30906	15	41	actionable	actionable	ADJ
ajst-30906	15	42	insights	insight	NOUN
ajst-30906	15	43	for	for	ADP
ajst-30906	15	44	improving	improve	VERB
ajst-30906	15	45	traffic	traffic	NOUN
ajst-30906	15	46	efficiency	efficiency	NOUN
ajst-30906	15	47	and	and	CCONJ
ajst-30906	15	48	alleviating	alleviate	VERB
ajst-30906	15	49	congestion	congestion	NOUN
ajst-30906	15	50	in	in	ADP
ajst-30906	15	51	scenic	scenic	ADJ
ajst-30906	15	52	areas	area	NOUN
ajst-30906	15	53	[	[	X
ajst-30906	15	54	12	12	NUM
ajst-30906	15	55	]	]	PUNCT
ajst-30906	15	56	.	.	PUNCT
ajst-30906	16	1	this	this	DET
ajst-30906	16	2	study	study	NOUN
ajst-30906	16	3	is	be	AUX
ajst-30906	16	4	of	of	ADP
ajst-30906	16	5	great	great	ADJ
ajst-30906	16	6	significance	significance	NOUN
ajst-30906	16	7	not	not	PART
ajst-30906	16	8	only	only	ADV
ajst-30906	16	9	for	for	ADP
ajst-30906	16	10	the	the	DET
ajst-30906	16	11	specific	specific	ADJ
ajst-30906	16	12	scenic	scenic	ADJ
ajst-30906	16	13	town	town	NOUN
ajst-30906	16	14	under	under	ADP
ajst-30906	16	15	investigation	investigation	NOUN
ajst-30906	16	16	but	but	CCONJ
ajst-30906	16	17	also	also	ADV
ajst-30906	16	18	for	for	ADP
ajst-30906	16	19	other	other	ADJ
ajst-30906	16	20	urban	urban	ADJ
ajst-30906	16	21	areas	area	NOUN
ajst-30906	16	22	facing	face	VERB
ajst-30906	16	23	similar	similar	ADJ
ajst-30906	16	24	traffic	traffic	NOUN
ajst-30906	16	25	and	and	CCONJ
ajst-30906	16	26	parking	parking	NOUN
ajst-30906	16	27	challenges	challenge	NOUN
ajst-30906	16	28	.	.	PUNCT
ajst-30906	17	1	by	by	ADP
ajst-30906	17	2	offering	offer	VERB
ajst-30906	17	3	a	a	DET
ajst-30906	17	4	detailed	detailed	ADJ
ajst-30906	17	5	analysis	analysis	NOUN
ajst-30906	17	6	of	of	ADP
ajst-30906	17	7	traffic	traffic	NOUN
ajst-30906	17	8	flow	flow	NOUN
ajst-30906	17	9	characteristics	characteristic	NOUN
ajst-30906	17	10	and	and	CCONJ
ajst-30906	17	11	parking	parking	NOUN
ajst-30906	17	12	demand	demand	NOUN
ajst-30906	17	13	patterns	pattern	NOUN
ajst-30906	17	14	,	,	PUNCT
ajst-30906	17	15	this	this	DET
ajst-30906	17	16	research	research	NOUN
ajst-30906	17	17	contributes	contribute	VERB
ajst-30906	17	18	to	to	ADP
ajst-30906	17	19	the	the	DET
ajst-30906	17	20	broader	broad	ADJ
ajst-30906	17	21	field	field	NOUN
ajst-30906	17	22	of	of	ADP
ajst-30906	17	23	urban	urban	ADJ
ajst-30906	17	24	traffic	traffic	NOUN
ajst-30906	17	25	management	management	NOUN
ajst-30906	17	26	and	and	CCONJ
ajst-30906	17	27	planning	planning	NOUN
ajst-30906	17	28	[	[	X
ajst-30906	17	29	13	13	NUM
ajst-30906	17	30	]	]	PUNCT
ajst-30906	17	31	.	.	PUNCT
ajst-30906	18	1	it	it	PRON
ajst-30906	18	2	provides	provide	VERB
ajst-30906	18	3	a	a	DET
ajst-30906	18	4	scientific	scientific	ADJ
ajst-30906	18	5	basis	basis	NOUN
ajst-30906	18	6	for	for	ADP
ajst-30906	18	7	optimizing	optimize	VERB
ajst-30906	18	8	traffic	traffic	NOUN
ajst-30906	18	9	signal	signal	NOUN
ajst-30906	18	10	settings	setting	NOUN
ajst-30906	18	11	and	and	CCONJ
ajst-30906	18	12	parking	parking	NOUN
ajst-30906	18	13	resource	resource	NOUN
ajst-30906	18	14	allocation	allocation	NOUN
ajst-30906	18	15	[	[	X
ajst-30906	18	16	14	14	NUM
ajst-30906	18	17	]	]	PUNCT
ajst-30906	18	18	,	,	PUNCT
ajst-30906	18	19	ultimately	ultimately	ADV
ajst-30906	18	20	enhancing	enhance	VERB
ajst-30906	18	21	the	the	DET
ajst-30906	18	22	travel	travel	NOUN
ajst-30906	18	23	experience	experience	NOUN
ajst-30906	18	24	for	for	ADP
ajst-30906	18	25	both	both	DET
ajst-30906	18	26	tourists	tourist	NOUN
ajst-30906	18	27	and	and	CCONJ
ajst-30906	18	28	local	local	ADJ
ajst-30906	18	29	residents	resident	NOUN
ajst-30906	18	30	[	[	X
ajst-30906	18	31	15	15	NUM
ajst-30906	18	32	]	]	SYM
ajst-30906	18	33	.	.	PUNCT
ajst-30906	19	1	2	2	X
ajst-30906	19	2	.	.	X
ajst-30906	19	3	model	model	NOUN
ajst-30906	19	4	2.1	2.1	NUM
ajst-30906	19	5	.	.	PUNCT
ajst-30906	20	1	moving	move	VERB
ajst-30906	20	2	average	average	ADJ
ajst-30906	20	3	method	method	NOUN
ajst-30906	20	4	the	the	DET
ajst-30906	20	5	moving	move	VERB
ajst-30906	20	6	average	average	ADJ
ajst-30906	20	7	method	method	NOUN
ajst-30906	20	8	is	be	AUX
ajst-30906	20	9	a	a	DET
ajst-30906	20	10	statistical	statistical	ADJ
ajst-30906	20	11	technique	technique	NOUN
ajst-30906	20	12	used	use	VERB
ajst-30906	20	13	to	to	PART
ajst-30906	20	14	smooth	smooth	VERB
ajst-30906	20	15	time	time	NOUN
ajst-30906	20	16	-	-	PUNCT
ajst-30906	20	17	series	series	NOUN
ajst-30906	20	18	data	datum	NOUN
ajst-30906	20	19	.	.	PUNCT
ajst-30906	21	1	by	by	ADP
ajst-30906	21	2	calculating	calculate	VERB
ajst-30906	21	3	the	the	DET
ajst-30906	21	4	average	average	NOUN
ajst-30906	21	5	of	of	ADP
ajst-30906	21	6	a	a	DET
ajst-30906	21	7	series	series	NOUN
ajst-30906	21	8	of	of	ADP
ajst-30906	21	9	data	datum	NOUN
ajst-30906	21	10	points	point	NOUN
ajst-30906	21	11	,	,	PUNCT
ajst-30906	21	12	it	it	PRON
ajst-30906	21	13	reduces	reduce	VERB
ajst-30906	21	14	the	the	DET
ajst-30906	21	15	volatility	volatility	NOUN
ajst-30906	21	16	in	in	ADP
ajst-30906	21	17	the	the	DET
ajst-30906	21	18	data	datum	NOUN
ajst-30906	21	19	and	and	CCONJ
ajst-30906	21	20	reveals	reveal	VERB
ajst-30906	21	21	underlying	underlie	VERB
ajst-30906	21	22	trends	trend	NOUN
ajst-30906	21	23	more	more	ADV
ajst-30906	21	24	clearly	clearly	ADV
ajst-30906	21	25	.	.	PUNCT
ajst-30906	22	1	in	in	ADP
ajst-30906	22	2	traffic	traffic	NOUN
ajst-30906	22	3	flow	flow	NOUN
ajst-30906	22	4	analysis	analysis	NOUN
ajst-30906	22	5	,	,	PUNCT
ajst-30906	22	6	this	this	DET
ajst-30906	22	7	method	method	NOUN
ajst-30906	22	8	helps	helps	AUX
ajst-30906	22	9	identify	identify	VERB
ajst-30906	22	10	overall	overall	ADJ
ajst-30906	22	11	trends	trend	NOUN
ajst-30906	22	12	in	in	ADP
ajst-30906	22	13	traffic	traffic	NOUN
ajst-30906	22	14	volume	volume	NOUN
ajst-30906	22	15	,	,	PUNCT
ajst-30906	22	16	providing	provide	VERB
ajst-30906	22	17	a	a	DET
ajst-30906	22	18	clearer	clear	ADJ
ajst-30906	22	19	perspective	perspective	NOUN
ajst-30906	22	20	for	for	ADP
ajst-30906	22	21	traffic	traffic	NOUN
ajst-30906	22	22	management	management	NOUN
ajst-30906	22	23	and	and	CCONJ
ajst-30906	22	24	optimization	optimization	NOUN
ajst-30906	22	25	.	.	PUNCT
ajst-30906	23	1	specifically	specifically	ADV
ajst-30906	23	2	,	,	PUNCT
ajst-30906	23	3	the	the	DET
ajst-30906	23	4	method	method	NOUN
ajst-30906	23	5	involves	involve	VERB
ajst-30906	23	6	determining	determine	VERB
ajst-30906	23	7	the	the	DET
ajst-30906	23	8	size	size	NOUN
ajst-30906	23	9	of	of	ADP
ajst-30906	23	10	the	the	DET
ajst-30906	23	11	moving	move	VERB
ajst-30906	23	12	average	average	ADJ
ajst-30906	23	13	window	window	NOUN
ajst-30906	23	14	,	,	PUNCT
ajst-30906	23	15	which	which	PRON
ajst-30906	23	16	is	be	AUX
ajst-30906	23	17	the	the	DET
ajst-30906	23	18	number	number	NOUN
ajst-30906	23	19	of	of	ADP
ajst-30906	23	20	data	datum	NOUN
ajst-30906	23	21	points	point	NOUN
ajst-30906	23	22	used	use	VERB
ajst-30906	23	23	to	to	PART
ajst-30906	23	24	calculate	calculate	VERB
ajst-30906	23	25	each	each	DET
ajst-30906	23	26	average	average	NOUN
ajst-30906	23	27	.	.	PUNCT
ajst-30906	24	1	for	for	ADP
ajst-30906	24	2	each	each	DET
ajst-30906	24	3	time	time	NOUN
ajst-30906	24	4	point	point	NOUN
ajst-30906	24	5	,	,	PUNCT
ajst-30906	24	6	the	the	DET
ajst-30906	24	7	average	average	NOUN
ajst-30906	24	8	of	of	ADP
ajst-30906	24	9	the	the	DET
ajst-30906	24	10	previous	previous	ADJ
ajst-30906	24	11	data	data	NOUN
ajst-30906	24	12	points	point	NOUN
ajst-30906	24	13	is	be	AUX
ajst-30906	24	14	computed	compute	VERB
ajst-30906	24	15	using	use	VERB
ajst-30906	24	16	the	the	DET
ajst-30906	24	17	following	follow	VERB
ajst-30906	24	18	formula	formula	NOUN
ajst-30906	24	19	:	:	PUNCT
ajst-30906	24	20	moving	move	VERB
ajst-30906	24	21	average	average	NOUN
ajst-30906	24	22	at	at	ADP
ajst-30906	24	23	time	time	NOUN
ajst-30906	24	24	t	t	PROPN
ajst-30906	24	25	∑	∑	PROPN
ajst-30906	24	26	f	f	PROPN
ajst-30906	24	27	(	(	PUNCT
ajst-30906	24	28	1	1	NUM
ajst-30906	24	29	)	)	PUNCT
ajst-30906	24	30	where	where	SCONJ
ajst-30906	24	31	traffic	traffic	NOUN
ajst-30906	24	32	flow	flow	NOUN
ajst-30906	24	33	is	be	AUX
ajst-30906	24	34	the	the	DET
ajst-30906	24	35	traffic	traffic	NOUN
ajst-30906	24	36	flow	flow	NOUN
ajst-30906	24	37	at	at	ADP
ajst-30906	24	38	time	time	NOUN
ajst-30906	24	39	t	t	PROPN
ajst-30906	24	40	i.	i.	PROPN
ajst-30906	24	41	where	where	SCONJ
ajst-30906	24	42	f	f	PROPN
ajst-30906	24	43	represents	represent	VERB
ajst-30906	24	44	the	the	DET
ajst-30906	24	45	traffic	traffic	NOUN
ajst-30906	24	46	flow	flow	NOUN
ajst-30906	24	47	at	at	ADP
ajst-30906	24	48	time	time	NOUN
ajst-30906	24	49	t	t	PROPN
ajst-30906	24	50	i	i	PRON
ajst-30906	24	51	,	,	PUNCT
ajst-30906	24	52	and	and	CCONJ
ajst-30906	24	53	n	n	PRON
ajst-30906	24	54	is	be	AUX
ajst-30906	24	55	the	the	DET
ajst-30906	24	56	window	window	NOUN
ajst-30906	24	57	size	size	NOUN
ajst-30906	24	58	.	.	PUNCT
ajst-30906	25	1	additionally	additionally	ADV
ajst-30906	25	2	,	,	PUNCT
ajst-30906	25	3	the	the	DET
ajst-30906	25	4	average	average	ADJ
ajst-30906	25	5	value	value	NOUN
ajst-30906	25	6	and	and	CCONJ
ajst-30906	25	7	standard	standard	ADJ
ajst-30906	25	8	deviation	deviation	NOUN
ajst-30906	25	9	of	of	ADP
ajst-30906	25	10	the	the	DET
ajst-30906	25	11	moving	move	VERB
ajst-30906	25	12	averages	average	NOUN
ajst-30906	25	13	are	be	AUX
ajst-30906	25	14	calculated	calculate	VERB
ajst-30906	25	15	to	to	PART
ajst-30906	25	16	further	far	ADV
ajst-30906	25	17	analyze	analyze	VERB
ajst-30906	25	18	the	the	DET
ajst-30906	25	19	stability	stability	NOUN
ajst-30906	25	20	and	and	CCONJ
ajst-30906	25	21	trends	trend	NOUN
ajst-30906	25	22	in	in	ADP
ajst-30906	25	23	the	the	DET
ajst-30906	25	24	data	datum	NOUN
ajst-30906	25	25	:	:	PUNCT
ajst-30906	25	26	average	average	ADJ
ajst-30906	25	27	value	value	NOUN
ajst-30906	25	28	and	and	CCONJ
ajst-30906	25	29	standard	standard	ADJ
ajst-30906	25	30	deviation	deviation	NOUN
ajst-30906	25	31	:	:	PUNCT
ajst-30906	25	32	average	average	ADJ
ajst-30906	25	33	value	value	NOUN
ajst-30906	25	34	∑	∑	PUNCT
ajst-30906	25	35	moving	move	VERB
ajst-30906	25	36	average	average	NOUN
ajst-30906	25	37	at	at	ADP
ajst-30906	25	38	time	time	NOUN
ajst-30906	25	39	t	t	PROPN
ajst-30906	25	40	(	(	PUNCT
ajst-30906	25	41	2	2	NUM
ajst-30906	25	42	)	)	PUNCT
ajst-30906	25	43	standard	standard	ADJ
ajst-30906	25	44	deviation	deviation	NOUN
ajst-30906	25	45	moving	move	VERB
ajst-30906	25	46	average	average	NOUN
ajst-30906	25	47	at	at	ADP
ajst-30906	25	48	time	time	NOUN
ajst-30906	25	49	t	t	PROPN
ajst-30906	25	50	average	average	ADJ
ajst-30906	25	51	value	value	NOUN
ajst-30906	25	52	(	(	PUNCT
ajst-30906	25	53	3	3	NUM
ajst-30906	25	54	)	)	PUNCT
ajst-30906	25	55	188	188	NUM
ajst-30906	25	56	where	where	SCONJ
ajst-30906	25	57	n	n	PRON
ajst-30906	25	58	is	be	AUX
ajst-30906	25	59	the	the	DET
ajst-30906	25	60	total	total	ADJ
ajst-30906	25	61	number	number	NOUN
ajst-30906	25	62	of	of	ADP
ajst-30906	25	63	time	time	NOUN
ajst-30906	25	64	points	point	NOUN
ajst-30906	25	65	.	.	PUNCT
ajst-30906	26	1	through	through	ADP
ajst-30906	26	2	the	the	DET
ajst-30906	26	3	moving	move	VERB
ajst-30906	26	4	average	average	ADJ
ajst-30906	26	5	method	method	NOUN
ajst-30906	26	6	,	,	PUNCT
ajst-30906	26	7	traffic	traffic	NOUN
ajst-30906	26	8	flow	flow	NOUN
ajst-30906	26	9	data	datum	NOUN
ajst-30906	26	10	can	can	AUX
ajst-30906	26	11	be	be	AUX
ajst-30906	26	12	effectively	effectively	ADV
ajst-30906	26	13	smoothed	smooth	VERB
ajst-30906	26	14	to	to	PART
ajst-30906	26	15	identify	identify	VERB
ajst-30906	26	16	long	long	ADJ
ajst-30906	26	17	-	-	PUNCT
ajst-30906	26	18	term	term	NOUN
ajst-30906	26	19	trends	trend	NOUN
ajst-30906	26	20	and	and	CCONJ
ajst-30906	26	21	provide	provide	VERB
ajst-30906	26	22	a	a	DET
ajst-30906	26	23	foundation	foundation	NOUN
ajst-30906	26	24	for	for	ADP
ajst-30906	26	25	subsequent	subsequent	ADJ
ajst-30906	26	26	analysis	analysis	NOUN
ajst-30906	26	27	.	.	PUNCT
ajst-30906	27	1	2.2	2.2	NUM
ajst-30906	27	2	.	.	PUNCT
ajst-30906	27	3	time	time	PROPN
ajst-30906	27	4	discretization	discretization	NOUN
ajst-30906	27	5	time	time	NOUN
ajst-30906	27	6	discretization	discretization	NOUN
ajst-30906	27	7	involves	involve	VERB
ajst-30906	27	8	dividing	divide	VERB
ajst-30906	27	9	continuous	continuous	ADJ
ajst-30906	27	10	time	time	NOUN
ajst-30906	27	11	data	datum	NOUN
ajst-30906	27	12	into	into	ADP
ajst-30906	27	13	discrete	discrete	ADJ
ajst-30906	27	14	time	time	NOUN
ajst-30906	27	15	intervals	interval	NOUN
ajst-30906	27	16	.	.	PUNCT
ajst-30906	28	1	this	this	DET
ajst-30906	28	2	method	method	NOUN
ajst-30906	28	3	simplifies	simplify	VERB
ajst-30906	28	4	the	the	DET
ajst-30906	28	5	data	datum	NOUN
ajst-30906	28	6	and	and	CCONJ
ajst-30906	28	7	facilitates	facilitate	VERB
ajst-30906	28	8	the	the	DET
ajst-30906	28	9	identification	identification	NOUN
ajst-30906	28	10	of	of	ADP
ajst-30906	28	11	periodic	periodic	ADJ
ajst-30906	28	12	changes	change	NOUN
ajst-30906	28	13	in	in	ADP
ajst-30906	28	14	traffic	traffic	NOUN
ajst-30906	28	15	volume	volume	NOUN
ajst-30906	28	16	,	,	PUNCT
ajst-30906	28	17	such	such	ADJ
ajst-30906	28	18	as	as	ADP
ajst-30906	28	19	daily	daily	ADJ
ajst-30906	28	20	or	or	CCONJ
ajst-30906	28	21	weekly	weekly	ADJ
ajst-30906	28	22	cycles	cycle	NOUN
ajst-30906	28	23	.	.	PUNCT
ajst-30906	29	1	by	by	ADP
ajst-30906	29	2	segmenting	segment	VERB
ajst-30906	29	3	a	a	DET
ajst-30906	29	4	day	day	NOUN
ajst-30906	29	5	into	into	ADP
ajst-30906	29	6	multiple	multiple	ADJ
ajst-30906	29	7	discrete	discrete	ADJ
ajst-30906	29	8	intervals	interval	NOUN
ajst-30906	29	9	(	(	PUNCT
ajst-30906	29	10	e.g.	e.g.	ADV
ajst-30906	29	11	,	,	PUNCT
ajst-30906	29	12	hourly	hourly	ADJ
ajst-30906	29	13	intervals	interval	NOUN
ajst-30906	29	14	)	)	PUNCT
ajst-30906	29	15	,	,	PUNCT
ajst-30906	29	16	the	the	DET
ajst-30906	29	17	traffic	traffic	NOUN
ajst-30906	29	18	volume	volume	NOUN
ajst-30906	29	19	for	for	ADP
ajst-30906	29	20	each	each	DET
ajst-30906	29	21	interval	interval	NOUN
ajst-30906	29	22	can	can	AUX
ajst-30906	29	23	be	be	AUX
ajst-30906	29	24	calculated	calculate	VERB
ajst-30906	29	25	.	.	PUNCT
ajst-30906	30	1	for	for	ADP
ajst-30906	30	2	each	each	DET
ajst-30906	30	3	time	time	NOUN
ajst-30906	30	4	interval	interval	PROPN
ajst-30906	30	5	t	t	PROPN
ajst-30906	30	6	,	,	PUNCT
ajst-30906	30	7	the	the	DET
ajst-30906	30	8	total	total	ADJ
ajst-30906	30	9	or	or	CCONJ
ajst-30906	30	10	average	average	ADJ
ajst-30906	30	11	traffic	traffic	NOUN
ajst-30906	30	12	flow	flow	NOUN
ajst-30906	30	13	within	within	ADP
ajst-30906	30	14	that	that	DET
ajst-30906	30	15	interval	interval	NOUN
ajst-30906	30	16	is	be	AUX
ajst-30906	30	17	computed	compute	VERB
ajst-30906	30	18	as	as	SCONJ
ajst-30906	30	19	follows	follow	VERB
ajst-30906	30	20	:	:	PUNCT
ajst-30906	30	21	f	f	PROPN
ajst-30906	30	22	∑	∑	PROPN
ajst-30906	30	23	f	f	PROPN
ajst-30906	30	24	,	,	PUNCT
ajst-30906	30	25	(	(	PUNCT
ajst-30906	30	26	4	4	X
ajst-30906	30	27	)	)	PUNCT
ajst-30906	30	28	where	where	SCONJ
ajst-30906	30	29	f	f	PROPN
ajst-30906	30	30	,	,	PUNCT
ajst-30906	30	31	is	be	AUX
ajst-30906	30	32	the	the	DET
ajst-30906	30	33	number	number	NOUN
ajst-30906	30	34	of	of	ADP
ajst-30906	30	35	vehicles	vehicle	NOUN
ajst-30906	30	36	passing	pass	VERB
ajst-30906	30	37	through	through	ADP
ajst-30906	30	38	intersection	intersection	NOUN
ajst-30906	30	39	i	i	PRON
ajst-30906	30	40	during	during	ADP
ajst-30906	30	41	time	time	NOUN
ajst-30906	30	42	interval	interval	PROPN
ajst-30906	30	43	t	t	PROPN
ajst-30906	30	44	,	,	PUNCT
ajst-30906	30	45	and	and	CCONJ
ajst-30906	30	46	m	m	PROPN
ajst-30906	30	47	is	be	AUX
ajst-30906	30	48	the	the	DET
ajst-30906	30	49	number	number	NOUN
ajst-30906	30	50	of	of	ADP
ajst-30906	30	51	intersections	intersection	NOUN
ajst-30906	30	52	.	.	PUNCT
ajst-30906	31	1	furthermore	furthermore	ADV
ajst-30906	31	2	,	,	PUNCT
ajst-30906	31	3	the	the	DET
ajst-30906	31	4	change	change	NOUN
ajst-30906	31	5	rate	rate	NOUN
ajst-30906	31	6	of	of	ADP
ajst-30906	31	7	traffic	traffic	NOUN
ajst-30906	31	8	flow	flow	NOUN
ajst-30906	31	9	for	for	ADP
ajst-30906	31	10	each	each	DET
ajst-30906	31	11	interval	interval	NOUN
ajst-30906	31	12	is	be	AUX
ajst-30906	31	13	calculated	calculate	VERB
ajst-30906	31	14	to	to	PART
ajst-30906	31	15	analyze	analyze	VERB
ajst-30906	31	16	the	the	DET
ajst-30906	31	17	dynamic	dynamic	ADJ
ajst-30906	31	18	changes	change	NOUN
ajst-30906	31	19	in	in	ADP
ajst-30906	31	20	traffic	traffic	NOUN
ajst-30906	31	21	volume	volume	NOUN
ajst-30906	31	22	:	:	PUNCT
ajst-30906	31	23	traffic	traffic	NOUN
ajst-30906	31	24	flow	flow	NOUN
ajst-30906	31	25	change	change	NOUN
ajst-30906	31	26	rate	rate	NOUN
ajst-30906	31	27	100	100	NUM
ajst-30906	31	28	%	%	NOUN
ajst-30906	31	29	(	(	PUNCT
ajst-30906	31	30	5	5	NUM
ajst-30906	31	31	)	)	PUNCT
ajst-30906	31	32	through	through	ADP
ajst-30906	31	33	time	time	NOUN
ajst-30906	31	34	discretization	discretization	NOUN
ajst-30906	31	35	,	,	PUNCT
ajst-30906	31	36	periodic	periodic	ADJ
ajst-30906	31	37	changes	change	NOUN
ajst-30906	31	38	in	in	ADP
ajst-30906	31	39	traffic	traffic	NOUN
ajst-30906	31	40	volume	volume	NOUN
ajst-30906	31	41	can	can	AUX
ajst-30906	31	42	be	be	AUX
ajst-30906	31	43	clearly	clearly	ADV
ajst-30906	31	44	identified	identify	VERB
ajst-30906	31	45	,	,	PUNCT
ajst-30906	31	46	providing	provide	VERB
ajst-30906	31	47	an	an	DET
ajst-30906	31	48	important	important	ADJ
ajst-30906	31	49	basis	basis	NOUN
ajst-30906	31	50	for	for	ADP
ajst-30906	31	51	optimizing	optimize	VERB
ajst-30906	31	52	traffic	traffic	NOUN
ajst-30906	31	53	signal	signal	NOUN
ajst-30906	31	54	configurations	configuration	NOUN
ajst-30906	31	55	and	and	CCONJ
ajst-30906	31	56	managing	manage	VERB
ajst-30906	31	57	traffic	traffic	NOUN
ajst-30906	31	58	flow	flow	NOUN
ajst-30906	31	59	.	.	PUNCT
ajst-30906	32	1	2.3	2.3	NUM
ajst-30906	32	2	.	.	PUNCT
ajst-30906	32	3	phase	phase	NOUN
ajst-30906	32	4	analysis	analysis	NOUN
ajst-30906	32	5	phase	phase	NOUN
ajst-30906	32	6	analysis	analysis	NOUN
ajst-30906	32	7	is	be	AUX
ajst-30906	32	8	a	a	DET
ajst-30906	32	9	method	method	NOUN
ajst-30906	32	10	used	use	VERB
ajst-30906	32	11	to	to	PART
ajst-30906	32	12	analyze	analyze	VERB
ajst-30906	32	13	changes	change	NOUN
ajst-30906	32	14	in	in	ADP
ajst-30906	32	15	traffic	traffic	NOUN
ajst-30906	32	16	volume	volume	NOUN
ajst-30906	32	17	in	in	ADP
ajst-30906	32	18	different	different	ADJ
ajst-30906	32	19	directions	direction	NOUN
ajst-30906	32	20	.	.	PUNCT
ajst-30906	33	1	it	it	PRON
ajst-30906	33	2	categorizes	categorize	VERB
ajst-30906	33	3	traffic	traffic	NOUN
ajst-30906	33	4	flow	flow	NOUN
ajst-30906	33	5	data	datum	NOUN
ajst-30906	33	6	by	by	ADP
ajst-30906	33	7	direction	direction	NOUN
ajst-30906	33	8	and	and	CCONJ
ajst-30906	33	9	examines	examine	VERB
ajst-30906	33	10	the	the	DET
ajst-30906	33	11	changes	change	NOUN
ajst-30906	33	12	in	in	ADP
ajst-30906	33	13	each	each	DET
ajst-30906	33	14	direction	direction	NOUN
ajst-30906	33	15	to	to	PART
ajst-30906	33	16	identify	identify	VERB
ajst-30906	33	17	peak	peak	NOUN
ajst-30906	33	18	traffic	traffic	NOUN
ajst-30906	33	19	periods	period	NOUN
ajst-30906	33	20	and	and	CCONJ
ajst-30906	33	21	main	main	ADJ
ajst-30906	33	22	traffic	traffic	NOUN
ajst-30906	33	23	flows	flow	NOUN
ajst-30906	33	24	.	.	PUNCT
ajst-30906	34	1	this	this	DET
ajst-30906	34	2	method	method	NOUN
ajst-30906	34	3	provides	provide	VERB
ajst-30906	34	4	a	a	DET
ajst-30906	34	5	basis	basis	NOUN
ajst-30906	34	6	for	for	ADP
ajst-30906	34	7	optimizing	optimize	VERB
ajst-30906	34	8	traffic	traffic	NOUN
ajst-30906	34	9	signal	signal	NOUN
ajst-30906	34	10	configurations	configuration	NOUN
ajst-30906	34	11	to	to	PART
ajst-30906	34	12	improve	improve	VERB
ajst-30906	34	13	intersection	intersection	NOUN
ajst-30906	34	14	efficiency	efficiency	NOUN
ajst-30906	34	15	.	.	PUNCT
ajst-30906	35	1	specifically	specifically	ADV
ajst-30906	35	2	,	,	PUNCT
ajst-30906	35	3	traffic	traffic	NOUN
ajst-30906	35	4	flow	flow	NOUN
ajst-30906	35	5	data	datum	NOUN
ajst-30906	35	6	are	be	AUX
ajst-30906	35	7	classified	classify	VERB
ajst-30906	35	8	by	by	ADP
ajst-30906	35	9	direction	direction	NOUN
ajst-30906	35	10	,	,	PUNCT
ajst-30906	35	11	typically	typically	ADV
ajst-30906	35	12	into	into	ADP
ajst-30906	35	13	four	four	NUM
ajst-30906	35	14	directions	direction	NOUN
ajst-30906	35	15	:	:	PUNCT
ajst-30906	35	16	north	north	NOUN
ajst-30906	35	17	to	to	ADP
ajst-30906	35	18	east	east	NOUN
ajst-30906	35	19	,	,	PUNCT
ajst-30906	35	20	west	west	PROPN
ajst-30906	35	21	to	to	ADP
ajst-30906	35	22	east	east	PROPN
ajst-30906	35	23	,	,	PUNCT
ajst-30906	35	24	south	south	ADV
ajst-30906	35	25	to	to	ADP
ajst-30906	35	26	north	north	NOUN
ajst-30906	35	27	,	,	PUNCT
ajst-30906	35	28	and	and	CCONJ
ajst-30906	35	29	north	north	NOUN
ajst-30906	35	30	to	to	ADP
ajst-30906	35	31	south	south	NOUN
ajst-30906	35	32	.	.	PUNCT
ajst-30906	36	1	for	for	ADP
ajst-30906	36	2	each	each	DET
ajst-30906	36	3	time	time	NOUN
ajst-30906	36	4	interval	interval	PROPN
ajst-30906	36	5	t	t	PROPN
ajst-30906	36	6	,	,	PUNCT
ajst-30906	36	7	the	the	DET
ajst-30906	36	8	traffic	traffic	NOUN
ajst-30906	36	9	flow	flow	NOUN
ajst-30906	36	10	in	in	ADP
ajst-30906	36	11	each	each	DET
ajst-30906	36	12	direction	direction	NOUN
ajst-30906	36	13	is	be	AUX
ajst-30906	36	14	calculated	calculate	VERB
ajst-30906	36	15	separately	separately	ADV
ajst-30906	36	16	.	.	PUNCT
ajst-30906	37	1	using	use	VERB
ajst-30906	37	2	visualization	visualization	NOUN
ajst-30906	37	3	tools	tool	NOUN
ajst-30906	37	4	(	(	PUNCT
ajst-30906	37	5	such	such	ADJ
ajst-30906	37	6	as	as	ADP
ajst-30906	37	7	bar	bar	NOUN
ajst-30906	37	8	charts	chart	NOUN
ajst-30906	37	9	)	)	PUNCT
ajst-30906	37	10	,	,	PUNCT
ajst-30906	37	11	changes	change	NOUN
ajst-30906	37	12	in	in	ADP
ajst-30906	37	13	traffic	traffic	NOUN
ajst-30906	37	14	flow	flow	NOUN
ajst-30906	37	15	in	in	ADP
ajst-30906	37	16	different	different	ADJ
ajst-30906	37	17	directions	direction	NOUN
ajst-30906	37	18	for	for	ADP
ajst-30906	37	19	each	each	DET
ajst-30906	37	20	time	time	NOUN
ajst-30906	37	21	interval	interval	NOUN
ajst-30906	37	22	are	be	AUX
ajst-30906	37	23	displayed	display	VERB
ajst-30906	37	24	to	to	PART
ajst-30906	37	25	identify	identify	VERB
ajst-30906	37	26	peak	peak	NOUN
ajst-30906	37	27	periods	period	NOUN
ajst-30906	37	28	and	and	CCONJ
ajst-30906	37	29	main	main	ADJ
ajst-30906	37	30	traffic	traffic	NOUN
ajst-30906	37	31	flows	flow	NOUN
ajst-30906	37	32	.	.	PUNCT
ajst-30906	38	1	the	the	DET
ajst-30906	38	2	traffic	traffic	NOUN
ajst-30906	38	3	flow	flow	NOUN
ajst-30906	38	4	in	in	ADP
ajst-30906	38	5	each	each	DET
ajst-30906	38	6	direction	direction	NOUN
ajst-30906	38	7	is	be	AUX
ajst-30906	38	8	calculated	calculate	VERB
ajst-30906	38	9	as	as	SCONJ
ajst-30906	38	10	follows	follow	VERB
ajst-30906	38	11	:	:	PUNCT
ajst-30906	38	12	f	f	PROPN
ajst-30906	38	13	,	,	PUNCT
ajst-30906	38	14	∑	∑	PROPN
ajst-30906	38	15	f	f	PROPN
ajst-30906	38	16	,	,	PUNCT
ajst-30906	38	17	,	,	PUNCT
ajst-30906	38	18	(	(	PUNCT
ajst-30906	38	19	6	6	NUM
ajst-30906	38	20	)	)	PUNCT
ajst-30906	38	21	where	where	SCONJ
ajst-30906	38	22	f	f	PROPN
ajst-30906	38	23	,	,	PUNCT
ajst-30906	38	24	,	,	PUNCT
ajst-30906	38	25	is	be	AUX
ajst-30906	38	26	the	the	DET
ajst-30906	38	27	number	number	NOUN
ajst-30906	38	28	of	of	ADP
ajst-30906	38	29	vehicles	vehicle	NOUN
ajst-30906	38	30	passing	pass	VERB
ajst-30906	38	31	through	through	ADP
ajst-30906	38	32	intersection	intersection	NOUN
ajst-30906	38	33	i	i	PRON
ajst-30906	38	34	in	in	ADP
ajst-30906	38	35	direction	direction	NOUN
ajst-30906	38	36	d	d	NOUN
ajst-30906	38	37	during	during	ADP
ajst-30906	38	38	time	time	NOUN
ajst-30906	38	39	interval	interval	NOUN
ajst-30906	38	40	t	t	PROPN
ajst-30906	38	41	.	.	PUNCT
ajst-30906	39	1	additionally	additionally	ADV
ajst-30906	39	2	,	,	PUNCT
ajst-30906	39	3	the	the	DET
ajst-30906	39	4	phase	phase	NOUN
ajst-30906	39	5	flow	flow	NOUN
ajst-30906	39	6	ratio	ratio	NOUN
ajst-30906	39	7	is	be	AUX
ajst-30906	39	8	calculated	calculate	VERB
ajst-30906	39	9	to	to	PART
ajst-30906	39	10	further	far	ADV
ajst-30906	39	11	analyze	analyze	VERB
ajst-30906	39	12	the	the	DET
ajst-30906	39	13	distribution	distribution	NOUN
ajst-30906	39	14	of	of	ADP
ajst-30906	39	15	traffic	traffic	NOUN
ajst-30906	39	16	flows	flow	NOUN
ajst-30906	39	17	:	:	PUNCT
ajst-30906	39	18	phase	phase	NOUN
ajst-30906	39	19	flow	flow	NOUN
ajst-30906	39	20	ratio	ratio	NOUN
ajst-30906	39	21	,	,	PUNCT
ajst-30906	39	22	∑	∑	PUNCT
ajst-30906	39	23	,	,	PUNCT
ajst-30906	39	24	(	(	PUNCT
ajst-30906	39	25	7	7	X
ajst-30906	39	26	)	)	PUNCT
ajst-30906	39	27	where	where	SCONJ
ajst-30906	39	28	d	d	NOUN
ajst-30906	39	29	is	be	AUX
ajst-30906	39	30	the	the	DET
ajst-30906	39	31	total	total	ADJ
ajst-30906	39	32	number	number	NOUN
ajst-30906	39	33	of	of	ADP
ajst-30906	39	34	directions	direction	NOUN
ajst-30906	39	35	.	.	PUNCT
ajst-30906	40	1	through	through	ADP
ajst-30906	40	2	phase	phase	NOUN
ajst-30906	40	3	analysis	analysis	NOUN
ajst-30906	40	4	,	,	PUNCT
ajst-30906	40	5	significant	significant	ADJ
ajst-30906	40	6	differences	difference	NOUN
ajst-30906	40	7	in	in	ADP
ajst-30906	40	8	traffic	traffic	NOUN
ajst-30906	40	9	volume	volume	NOUN
ajst-30906	40	10	across	across	ADP
ajst-30906	40	11	different	different	ADJ
ajst-30906	40	12	directions	direction	NOUN
ajst-30906	40	13	throughout	throughout	ADP
ajst-30906	40	14	the	the	DET
ajst-30906	40	15	day	day	NOUN
ajst-30906	40	16	can	can	AUX
ajst-30906	40	17	be	be	AUX
ajst-30906	40	18	identified	identify	VERB
ajst-30906	40	19	,	,	PUNCT
ajst-30906	40	20	providing	provide	VERB
ajst-30906	40	21	crucial	crucial	ADJ
ajst-30906	40	22	information	information	NOUN
ajst-30906	40	23	for	for	ADP
ajst-30906	40	24	optimizing	optimize	VERB
ajst-30906	40	25	traffic	traffic	NOUN
ajst-30906	40	26	signal	signal	NOUN
ajst-30906	40	27	configurations	configuration	NOUN
ajst-30906	40	28	.	.	PUNCT
ajst-30906	41	1	where	where	SCONJ
ajst-30906	41	2	d	d	NOUN
ajst-30906	41	3	is	be	AUX
ajst-30906	41	4	the	the	DET
ajst-30906	41	5	total	total	ADJ
ajst-30906	41	6	number	number	NOUN
ajst-30906	41	7	of	of	ADP
ajst-30906	41	8	directions	direction	NOUN
ajst-30906	41	9	.	.	PUNCT
ajst-30906	42	1	through	through	ADP
ajst-30906	42	2	phase	phase	NOUN
ajst-30906	42	3	analysis	analysis	NOUN
ajst-30906	42	4	,	,	PUNCT
ajst-30906	42	5	significant	significant	ADJ
ajst-30906	42	6	differences	difference	NOUN
ajst-30906	42	7	in	in	ADP
ajst-30906	42	8	traffic	traffic	NOUN
ajst-30906	42	9	volume	volume	NOUN
ajst-30906	42	10	across	across	ADP
ajst-30906	42	11	different	different	ADJ
ajst-30906	42	12	directions	direction	NOUN
ajst-30906	42	13	throughout	throughout	ADP
ajst-30906	42	14	the	the	DET
ajst-30906	42	15	day	day	NOUN
ajst-30906	42	16	can	can	AUX
ajst-30906	42	17	be	be	AUX
ajst-30906	42	18	identified	identify	VERB
ajst-30906	42	19	,	,	PUNCT
ajst-30906	42	20	providing	provide	VERB
ajst-30906	42	21	crucial	crucial	ADJ
ajst-30906	42	22	information	information	NOUN
ajst-30906	42	23	for	for	ADP
ajst-30906	42	24	optimizing	optimize	VERB
ajst-30906	42	25	traffic	traffic	NOUN
ajst-30906	42	26	signal	signal	NOUN
ajst-30906	42	27	configurations	configuration	NOUN
ajst-30906	42	28	.	.	PUNCT
ajst-30906	43	1	2.4	2.4	NUM
ajst-30906	43	2	.	.	PUNCT
ajst-30906	43	3	location	location	NOUN
ajst-30906	43	4	backtracking	backtracking	NOUN
ajst-30906	43	5	method	method	NOUN
ajst-30906	43	6	the	the	DET
ajst-30906	43	7	location	location	NOUN
ajst-30906	43	8	backtracking	backtracking	NOUN
ajst-30906	43	9	method	method	NOUN
ajst-30906	43	10	is	be	AUX
ajst-30906	43	11	an	an	DET
ajst-30906	43	12	algorithm	algorithm	NOUN
ajst-30906	43	13	used	use	VERB
ajst-30906	43	14	to	to	PART
ajst-30906	43	15	identify	identify	VERB
ajst-30906	43	16	and	and	CCONJ
ajst-30906	43	17	analyze	analyze	VERB
ajst-30906	43	18	vehicle	vehicle	NOUN
ajst-30906	43	19	behavior	behavior	NOUN
ajst-30906	43	20	,	,	PUNCT
ajst-30906	43	21	particularly	particularly	ADV
ajst-30906	43	22	effective	effective	ADJ
ajst-30906	43	23	in	in	ADP
ajst-30906	43	24	recognizing	recognize	VERB
ajst-30906	43	25	cruising	cruise	VERB
ajst-30906	43	26	vehicles	vehicle	NOUN
ajst-30906	43	27	.	.	PUNCT
ajst-30906	44	1	cruising	cruise	VERB
ajst-30906	44	2	vehicles	vehicle	NOUN
ajst-30906	44	3	are	be	AUX
ajst-30906	44	4	those	those	PRON
ajst-30906	44	5	that	that	PRON
ajst-30906	44	6	repeatedly	repeatedly	ADV
ajst-30906	44	7	travel	travel	VERB
ajst-30906	44	8	within	within	ADP
ajst-30906	44	9	the	the	DET
ajst-30906	44	10	same	same	ADJ
ajst-30906	44	11	area	area	NOUN
ajst-30906	44	12	at	at	ADP
ajst-30906	44	13	low	low	ADJ
ajst-30906	44	14	speeds	speed	NOUN
ajst-30906	44	15	,	,	PUNCT
ajst-30906	44	16	often	often	ADV
ajst-30906	44	17	because	because	SCONJ
ajst-30906	44	18	they	they	PRON
ajst-30906	44	19	are	be	AUX
ajst-30906	44	20	searching	search	VERB
ajst-30906	44	21	for	for	ADP
ajst-30906	44	22	parking	parking	NOUN
ajst-30906	44	23	spaces	space	NOUN
ajst-30906	44	24	.	.	PUNCT
ajst-30906	45	1	this	this	DET
ajst-30906	45	2	method	method	NOUN
ajst-30906	45	3	works	work	VERB
ajst-30906	45	4	by	by	ADP
ajst-30906	45	5	analyzing	analyze	VERB
ajst-30906	45	6	the	the	DET
ajst-30906	45	7	behavior	behavior	NOUN
ajst-30906	45	8	of	of	ADP
ajst-30906	45	9	vehicles	vehicle	NOUN
ajst-30906	45	10	that	that	PRON
ajst-30906	45	11	enter	enter	VERB
ajst-30906	45	12	and	and	CCONJ
ajst-30906	45	13	exit	exit	NOUN
ajst-30906	45	14	monitoring	monitoring	NOUN
ajst-30906	45	15	points	point	VERB
ajst-30906	45	16	multiple	multiple	ADJ
ajst-30906	45	17	times	time	NOUN
ajst-30906	45	18	within	within	ADP
ajst-30906	45	19	a	a	DET
ajst-30906	45	20	short	short	ADJ
ajst-30906	45	21	period	period	NOUN
ajst-30906	45	22	,	,	PUNCT
ajst-30906	45	23	identifying	identify	VERB
ajst-30906	45	24	those	those	PRON
ajst-30906	45	25	that	that	PRON
ajst-30906	45	26	are	be	AUX
ajst-30906	45	27	likely	likely	ADV
ajst-30906	45	28	searching	search	VERB
ajst-30906	45	29	for	for	ADP
ajst-30906	45	30	parking	parking	NOUN
ajst-30906	45	31	.	.	PUNCT
ajst-30906	46	1	2.4.1	2.4.1	X
ajst-30906	46	2	.	.	PUNCT
ajst-30906	46	3	data	datum	NOUN
ajst-30906	46	4	collection	collection	NOUN
ajst-30906	46	5	details	detail	NOUN
ajst-30906	46	6	time	time	NOUN
ajst-30906	46	7	period	period	NOUN
ajst-30906	46	8	:	:	PUNCT
ajst-30906	46	9	data	datum	NOUN
ajst-30906	46	10	collection	collection	NOUN
ajst-30906	46	11	covered	cover	VERB
ajst-30906	46	12	the	the	DET
ajst-30906	46	13	entire	entire	ADJ
ajst-30906	46	14	seven	seven	NUM
ajst-30906	46	15	-	-	PUNCT
ajst-30906	46	16	day	day	NOUN
ajst-30906	46	17	may	may	AUX
ajst-30906	46	18	day	day	NOUN
ajst-30906	46	19	golden	golden	ADJ
ajst-30906	46	20	week	week	NOUN
ajst-30906	46	21	,	,	PUNCT
ajst-30906	46	22	from	from	ADP
ajst-30906	46	23	may	may	PROPN
ajst-30906	46	24	1st	1st	NOUN
ajst-30906	46	25	to	to	ADP
ajst-30906	46	26	may	may	PROPN
ajst-30906	46	27	7th	7th	NOUN
ajst-30906	46	28	.	.	PUNCT
ajst-30906	47	1	sampling	sample	VERB
ajst-30906	47	2	frequency	frequency	NOUN
ajst-30906	47	3	:	:	PUNCT
ajst-30906	47	4	data	datum	NOUN
ajst-30906	47	5	were	be	AUX
ajst-30906	47	6	sampled	sample	VERB
ajst-30906	47	7	at	at	ADP
ajst-30906	47	8	a	a	DET
ajst-30906	47	9	frequency	frequency	NOUN
ajst-30906	47	10	of	of	ADP
ajst-30906	47	11	one	one	NUM
ajst-30906	47	12	record	record	NOUN
ajst-30906	47	13	per	per	ADP
ajst-30906	47	14	minute	minute	NOUN
ajst-30906	47	15	for	for	ADP
ajst-30906	47	16	each	each	DET
ajst-30906	47	17	vehicle	vehicle	NOUN
ajst-30906	47	18	passing	pass	VERB
ajst-30906	47	19	through	through	ADP
ajst-30906	47	20	the	the	DET
ajst-30906	47	21	monitored	monitored	ADJ
ajst-30906	47	22	intersections	intersection	NOUN
ajst-30906	47	23	.	.	PUNCT
ajst-30906	48	1	number	number	NOUN
ajst-30906	48	2	of	of	ADP
ajst-30906	48	3	monitored	monitored	ADJ
ajst-30906	48	4	intersections	intersection	NOUN
ajst-30906	48	5	:	:	PUNCT
ajst-30906	48	6	a	a	DET
ajst-30906	48	7	total	total	NOUN
ajst-30906	48	8	of	of	ADP
ajst-30906	48	9	15	15	NUM
ajst-30906	48	10	intersections	intersection	NOUN
ajst-30906	48	11	within	within	ADP
ajst-30906	48	12	the	the	DET
ajst-30906	48	13	scenic	scenic	ADJ
ajst-30906	48	14	town	town	NOUN
ajst-30906	48	15	were	be	AUX
ajst-30906	48	16	monitored	monitor	VERB
ajst-30906	48	17	,	,	PUNCT
ajst-30906	48	18	covering	cover	VERB
ajst-30906	48	19	major	major	ADJ
ajst-30906	48	20	traffic	traffic	NOUN
ajst-30906	48	21	routes	route	NOUN
ajst-30906	48	22	and	and	CCONJ
ajst-30906	48	23	parking	parking	NOUN
ajst-30906	48	24	demand	demand	NOUN
ajst-30906	48	25	areas	area	NOUN
ajst-30906	48	26	.	.	PUNCT
ajst-30906	49	1	data	datum	NOUN
ajst-30906	49	2	sources	source	NOUN
ajst-30906	49	3	:	:	PUNCT
ajst-30906	49	4	vehicle	vehicle	NOUN
ajst-30906	49	5	trajectory	trajectory	NOUN
ajst-30906	49	6	data	datum	NOUN
ajst-30906	49	7	were	be	AUX
ajst-30906	49	8	collected	collect	VERB
ajst-30906	49	9	using	use	VERB
ajst-30906	49	10	magnetic	magnetic	ADJ
ajst-30906	49	11	sensors	sensor	NOUN
ajst-30906	49	12	embedded	embed	VERB
ajst-30906	49	13	in	in	ADP
ajst-30906	49	14	the	the	DET
ajst-30906	49	15	road	road	NOUN
ajst-30906	49	16	surface	surface	NOUN
ajst-30906	49	17	and	and	CCONJ
ajst-30906	49	18	highresolution	highresolution	NOUN
ajst-30906	49	19	traffic	traffic	NOUN
ajst-30906	49	20	cameras	camera	NOUN
ajst-30906	49	21	installed	instal	VERB
ajst-30906	49	22	at	at	ADP
ajst-30906	49	23	intersections	intersection	NOUN
ajst-30906	49	24	.	.	PUNCT
ajst-30906	50	1	2.4.2	2.4.2	NUM
ajst-30906	50	2	.	.	PUNCT
ajst-30906	50	3	data	datum	NOUN
ajst-30906	50	4	processing	process	VERB
ajst-30906	50	5	the	the	DET
ajst-30906	50	6	original	original	ADJ
ajst-30906	50	7	dataset	dataset	NOUN
ajst-30906	50	8	was	be	AUX
ajst-30906	50	9	preprocessed	preprocesse	VERB
ajst-30906	50	10	to	to	PART
ajst-30906	50	11	extract	extract	VERB
ajst-30906	50	12	data	datum	NOUN
ajst-30906	50	13	for	for	ADP
ajst-30906	50	14	the	the	DET
ajst-30906	50	15	specific	specific	ADJ
ajst-30906	50	16	time	time	NOUN
ajst-30906	50	17	period	period	NOUN
ajst-30906	50	18	in	in	ADP
ajst-30906	50	19	question	question	NOUN
ajst-30906	50	20	,	,	PUNCT
ajst-30906	50	21	focusing	focus	VERB
ajst-30906	50	22	on	on	ADP
ajst-30906	50	23	information	information	NOUN
ajst-30906	50	24	such	such	ADJ
ajst-30906	50	25	as	as	ADP
ajst-30906	50	26	vehicle	vehicle	NOUN
ajst-30906	50	27	license	license	NOUN
ajst-30906	50	28	plate	plate	NOUN
ajst-30906	50	29	numbers	number	NOUN
ajst-30906	50	30	,	,	PUNCT
ajst-30906	50	31	time	time	NOUN
ajst-30906	50	32	of	of	ADP
ajst-30906	50	33	passage	passage	NOUN
ajst-30906	50	34	,	,	PUNCT
ajst-30906	50	35	and	and	CCONJ
ajst-30906	50	36	intersection	intersection	NOUN
ajst-30906	50	37	details	detail	NOUN
ajst-30906	50	38	.	.	PUNCT
ajst-30906	51	1	vehicle	vehicle	NOUN
ajst-30906	51	2	data	datum	NOUN
ajst-30906	51	3	were	be	AUX
ajst-30906	51	4	sorted	sort	VERB
ajst-30906	51	5	by	by	ADP
ajst-30906	51	6	license	license	NOUN
ajst-30906	51	7	plate	plate	NOUN
ajst-30906	51	8	number	number	NOUN
ajst-30906	51	9	and	and	CCONJ
ajst-30906	51	10	time	time	NOUN
ajst-30906	51	11	sequence	sequence	NOUN
ajst-30906	51	12	to	to	PART
ajst-30906	51	13	reconstruct	reconstruct	VERB
ajst-30906	51	14	individual	individual	ADJ
ajst-30906	51	15	vehicle	vehicle	NOUN
ajst-30906	51	16	trajectories	trajectory	NOUN
ajst-30906	51	17	.	.	PUNCT
ajst-30906	52	1	a	a	DET
ajst-30906	52	2	time	time	NOUN
ajst-30906	52	3	threshold	threshold	NOUN
ajst-30906	52	4	(	(	PUNCT
ajst-30906	52	5	e.g.	e.g.	ADV
ajst-30906	52	6	,	,	PUNCT
ajst-30906	52	7	300	300	NUM
ajst-30906	52	8	seconds	second	NOUN
ajst-30906	52	9	)	)	PUNCT
ajst-30906	52	10	was	be	AUX
ajst-30906	52	11	established	establish	VERB
ajst-30906	52	12	to	to	PART
ajst-30906	52	13	determine	determine	VERB
ajst-30906	52	14	whether	whether	SCONJ
ajst-30906	52	15	a	a	DET
ajst-30906	52	16	vehicle	vehicle	NOUN
ajst-30906	52	17	was	be	AUX
ajst-30906	52	18	cruising	cruise	VERB
ajst-30906	52	19	.	.	PUNCT
ajst-30906	53	1	if	if	SCONJ
ajst-30906	53	2	a	a	DET
ajst-30906	53	3	vehicle	vehicle	NOUN
ajst-30906	53	4	appeared	appear	VERB
ajst-30906	53	5	multiple	multiple	ADJ
ajst-30906	53	6	times	time	NOUN
ajst-30906	53	7	at	at	ADP
ajst-30906	53	8	the	the	DET
ajst-30906	53	9	same	same	ADJ
ajst-30906	53	10	or	or	CCONJ
ajst-30906	53	11	adjacent	adjacent	ADJ
ajst-30906	53	12	intersections	intersection	NOUN
ajst-30906	53	13	within	within	ADP
ajst-30906	53	14	this	this	DET
ajst-30906	53	15	threshold	threshold	NOUN
ajst-30906	53	16	and	and	CCONJ
ajst-30906	53	17	traveled	travel	VERB
ajst-30906	53	18	at	at	ADP
ajst-30906	53	19	a	a	DET
ajst-30906	53	20	low	low	ADJ
ajst-30906	53	21	speed	speed	NOUN
ajst-30906	53	22	(	(	PUNCT
ajst-30906	53	23	below	below	ADP
ajst-30906	53	24	20	20	NUM
ajst-30906	53	25	km	km	NOUN
ajst-30906	53	26	/	/	SYM
ajst-30906	53	27	h	h	NOUN
ajst-30906	53	28	)	)	PUNCT
ajst-30906	53	29	,	,	PUNCT
ajst-30906	53	30	it	it	PRON
ajst-30906	53	31	was	be	AUX
ajst-30906	53	32	identified	identify	VERB
ajst-30906	53	33	as	as	ADP
ajst-30906	53	34	a	a	DET
ajst-30906	53	35	cruising	cruise	VERB
ajst-30906	53	36	vehicle	vehicle	NOUN
ajst-30906	53	37	.	.	PUNCT
ajst-30906	54	1	the	the	DET
ajst-30906	54	2	time	time	NOUN
ajst-30906	54	3	difference	difference	NOUN
ajst-30906	54	4	between	between	ADP
ajst-30906	54	5	consecutive	consecutive	ADJ
ajst-30906	54	6	records	record	NOUN
ajst-30906	54	7	for	for	ADP
ajst-30906	54	8	each	each	DET
ajst-30906	54	9	vehicle	vehicle	NOUN
ajst-30906	54	10	was	be	AUX
ajst-30906	54	11	calculated	calculate	VERB
ajst-30906	54	12	.	.	PUNCT
ajst-30906	55	1	if	if	SCONJ
ajst-30906	55	2	the	the	DET
ajst-30906	55	3	time	time	NOUN
ajst-30906	55	4	difference	difference	NOUN
ajst-30906	55	5	was	be	AUX
ajst-30906	55	6	less	less	ADJ
ajst-30906	55	7	than	than	ADP
ajst-30906	55	8	or	or	CCONJ
ajst-30906	55	9	equal	equal	ADJ
ajst-30906	55	10	to	to	ADP
ajst-30906	55	11	the	the	DET
ajst-30906	55	12	set	set	NOUN
ajst-30906	55	13	threshold	threshold	NOUN
ajst-30906	55	14	,	,	PUNCT
ajst-30906	55	15	the	the	DET
ajst-30906	55	16	vehicle	vehicle	NOUN
ajst-30906	55	17	was	be	AUX
ajst-30906	55	18	considered	consider	VERB
ajst-30906	55	19	to	to	PART
ajst-30906	55	20	be	be	AUX
ajst-30906	55	21	cruising	cruise	VERB
ajst-30906	55	22	:	:	PUNCT
ajst-30906	55	23	∆t	∆t	PROPN
ajst-30906	55	24	t	t	PROPN
ajst-30906	55	25	t	t	PROPN
ajst-30906	55	26	(	(	PUNCT
ajst-30906	55	27	8)	8)	NUM
ajst-30906	55	28	where	where	SCONJ
ajst-30906	55	29	δt	δt	PROPN
ajst-30906	55	30	is	be	AUX
ajst-30906	55	31	the	the	DET
ajst-30906	55	32	time	time	NOUN
ajst-30906	55	33	difference	difference	NOUN
ajst-30906	55	34	between	between	ADP
ajst-30906	55	35	the	the	DET
ajst-30906	55	36	i	i	PROPN
ajst-30906	55	37	-	-	PUNCT
ajst-30906	55	38	th	th	X
ajst-30906	55	39	and	and	CCONJ
ajst-30906	55	40	(	(	PUNCT
ajst-30906	55	41	i+1)th	i+1)th	PROPN
ajst-30906	55	42	records	record	NOUN
ajst-30906	55	43	,	,	PUNCT
ajst-30906	55	44	and	and	CCONJ
ajst-30906	55	45	t	t	PROPN
ajst-30906	55	46	and	and	CCONJ
ajst-30906	55	47	t	t	PROPN
ajst-30906	55	48	are	be	AUX
ajst-30906	55	49	the	the	DET
ajst-30906	55	50	times	time	NOUN
ajst-30906	55	51	of	of	ADP
ajst-30906	55	52	the	the	DET
ajst-30906	55	53	(	(	PUNCT
ajst-30906	55	54	i+1)-th	i+1)-th	NOUN
ajst-30906	55	55	and	and	CCONJ
ajst-30906	55	56	i	i	PROPN
ajst-30906	55	57	-	-	PUNCT
ajst-30906	55	58	th	th	X
ajst-30906	55	59	records	record	NOUN
ajst-30906	55	60	,	,	PUNCT
ajst-30906	55	61	respectively	respectively	ADV
ajst-30906	55	62	.	.	PUNCT
ajst-30906	56	1	the	the	DET
ajst-30906	56	2	number	number	NOUN
ajst-30906	56	3	of	of	ADP
ajst-30906	56	4	identified	identify	VERB
ajst-30906	56	5	cruising	cruising	NOUN
ajst-30906	56	6	vehicles	vehicle	NOUN
ajst-30906	56	7	was	be	AUX
ajst-30906	56	8	tallied	tally	VERB
ajst-30906	56	9	,	,	PUNCT
ajst-30906	56	10	and	and	CCONJ
ajst-30906	56	11	the	the	DET
ajst-30906	56	12	parking	parking	NOUN
ajst-30906	56	13	demand	demand	NOUN
ajst-30906	56	14	was	be	AUX
ajst-30906	56	15	estimated	estimate	VERB
ajst-30906	56	16	based	base	VERB
ajst-30906	56	17	on	on	ADP
ajst-30906	56	18	the	the	DET
ajst-30906	56	19	number	number	NOUN
ajst-30906	56	20	of	of	ADP
ajst-30906	56	21	cruising	cruise	VERB
ajst-30906	56	22	vehicles	vehicle	NOUN
ajst-30906	56	23	and	and	CCONJ
ajst-30906	56	24	their	their	PRON
ajst-30906	56	25	average	average	ADJ
ajst-30906	56	26	search	search	NOUN
ajst-30906	56	27	time	time	NOUN
ajst-30906	56	28	for	for	ADP
ajst-30906	56	29	parking	parking	NOUN
ajst-30906	56	30	.	.	PUNCT
ajst-30906	57	1	assuming	assume	VERB
ajst-30906	57	2	an	an	DET
ajst-30906	57	3	average	average	ADJ
ajst-30906	57	4	search	search	NOUN
ajst-30906	57	5	time	time	NOUN
ajst-30906	57	6	of	of	ADP
ajst-30906	57	7	10	10	NUM
ajst-30906	57	8	minutes	minute	NOUN
ajst-30906	57	9	per	per	ADP
ajst-30906	57	10	cruising	cruise	VERB
ajst-30906	57	11	vehicle	vehicle	NOUN
ajst-30906	57	12	,	,	PUNCT
ajst-30906	57	13	the	the	DET
ajst-30906	57	14	parking	parking	NOUN
ajst-30906	57	15	demand	demand	NOUN
ajst-30906	57	16	was	be	AUX
ajst-30906	57	17	estimated	estimate	VERB
ajst-30906	57	18	using	use	VERB
ajst-30906	57	19	the	the	DET
ajst-30906	57	20	following	follow	VERB
ajst-30906	57	21	formula	formula	NOUN
ajst-30906	57	22	:	:	PUNCT
ajst-30906	57	23	p	p	X
ajst-30906	57	24	(	(	PUNCT
ajst-30906	57	25	9	9	NUM
ajst-30906	57	26	)	)	PUNCT
ajst-30906	57	27	where	where	SCONJ
ajst-30906	57	28	p	p	NOUN
ajst-30906	57	29	is	be	AUX
ajst-30906	57	30	the	the	DET
ajst-30906	57	31	estimated	estimate	VERB
ajst-30906	57	32	parking	parking	NOUN
ajst-30906	57	33	demand	demand	NOUN
ajst-30906	57	34	,	,	PUNCT
ajst-30906	57	35	n	n	PRON
ajst-30906	57	36	is	be	AUX
ajst-30906	57	37	the	the	DET
ajst-30906	57	38	number	number	NOUN
ajst-30906	57	39	of	of	ADP
ajst-30906	57	40	cruising	cruise	VERB
ajst-30906	57	41	vehicles	vehicle	NOUN
ajst-30906	57	42	identified	identify	VERB
ajst-30906	57	43	,	,	PUNCT
ajst-30906	57	44	t	t	PROPN
ajst-30906	57	45	is	be	AUX
ajst-30906	57	46	the	the	DET
ajst-30906	57	47	average	average	ADJ
ajst-30906	57	48	search	search	NOUN
ajst-30906	57	49	time	time	NOUN
ajst-30906	57	50	(	(	PUNCT
ajst-30906	57	51	10	10	NUM
ajst-30906	57	52	minutes	minute	NOUN
ajst-30906	57	53	,	,	PUNCT
ajst-30906	57	54	converted	convert	VERB
ajst-30906	57	55	to	to	ADP
ajst-30906	57	56	hours	hour	NOUN
ajst-30906	57	57	)	)	PUNCT
ajst-30906	57	58	,	,	PUNCT
ajst-30906	57	59	and	and	CCONJ
ajst-30906	57	60	t	t	PROPN
ajst-30906	57	61	is	be	AUX
ajst-30906	57	62	the	the	DET
ajst-30906	57	63	time	time	NOUN
ajst-30906	57	64	interval	interval	NOUN
ajst-30906	57	65	(	(	PUNCT
ajst-30906	57	66	1	1	NUM
ajst-30906	57	67	hour	hour	NOUN
ajst-30906	57	68	)	)	PUNCT
ajst-30906	57	69	.	.	PUNCT
ajst-30906	58	1	2.4.3	2.4.3	X
ajst-30906	58	2	.	.	PUNCT
ajst-30906	59	1	additional	additional	ADJ
ajst-30906	59	2	analysis	analysis	NOUN
ajst-30906	59	3	to	to	PART
ajst-30906	59	4	further	far	ADV
ajst-30906	59	5	validate	validate	VERB
ajst-30906	59	6	the	the	DET
ajst-30906	59	7	results	result	NOUN
ajst-30906	59	8	,	,	PUNCT
ajst-30906	59	9	a	a	DET
ajst-30906	59	10	comparison	comparison	NOUN
ajst-30906	59	11	was	be	AUX
ajst-30906	59	12	made	make	VERB
ajst-30906	59	13	between	between	ADP
ajst-30906	59	14	the	the	DET
ajst-30906	59	15	estimated	estimate	VERB
ajst-30906	59	16	parking	parking	NOUN
ajst-30906	59	17	demand	demand	NOUN
ajst-30906	59	18	and	and	CCONJ
ajst-30906	59	19	the	the	DET
ajst-30906	59	20	actual	actual	ADJ
ajst-30906	59	21	parking	parking	NOUN
ajst-30906	59	22	usage	usage	NOUN
ajst-30906	59	23	data	datum	NOUN
ajst-30906	59	24	from	from	ADP
ajst-30906	59	25	several	several	ADJ
ajst-30906	59	26	parking	parking	NOUN
ajst-30906	59	27	lots	lot	NOUN
ajst-30906	59	28	within	within	ADP
ajst-30906	59	29	the	the	DET
ajst-30906	59	30	scenic	scenic	ADJ
ajst-30906	59	31	town	town	NOUN
ajst-30906	59	32	189	189	NUM
ajst-30906	59	33	during	during	ADP
ajst-30906	59	34	the	the	DET
ajst-30906	59	35	same	same	ADJ
ajst-30906	59	36	period	period	NOUN
ajst-30906	59	37	.	.	PUNCT
ajst-30906	60	1	the	the	DET
ajst-30906	60	2	correlation	correlation	NOUN
ajst-30906	60	3	coefficient	coefficient	NOUN
ajst-30906	60	4	between	between	ADP
ajst-30906	60	5	the	the	DET
ajst-30906	60	6	estimated	estimate	VERB
ajst-30906	60	7	demand	demand	NOUN
ajst-30906	60	8	and	and	CCONJ
ajst-30906	60	9	actual	actual	ADJ
ajst-30906	60	10	usage	usage	NOUN
ajst-30906	60	11	was	be	AUX
ajst-30906	60	12	found	find	VERB
ajst-30906	60	13	to	to	PART
ajst-30906	60	14	be	be	AUX
ajst-30906	60	15	0.89	0.89	NUM
ajst-30906	60	16	,	,	PUNCT
ajst-30906	60	17	indicating	indicate	VERB
ajst-30906	60	18	a	a	DET
ajst-30906	60	19	strong	strong	ADJ
ajst-30906	60	20	positive	positive	ADJ
ajst-30906	60	21	correlation	correlation	NOUN
ajst-30906	60	22	and	and	CCONJ
ajst-30906	60	23	supporting	support	VERB
ajst-30906	60	24	the	the	DET
ajst-30906	60	25	reliability	reliability	NOUN
ajst-30906	60	26	of	of	ADP
ajst-30906	60	27	the	the	DET
ajst-30906	60	28	location	location	NOUN
ajst-30906	60	29	backtracking	backtracking	NOUN
ajst-30906	60	30	method	method	NOUN
ajst-30906	60	31	.	.	PUNCT
ajst-30906	61	1	the	the	DET
ajst-30906	61	2	method	method	NOUN
ajst-30906	61	3	also	also	ADV
ajst-30906	61	4	allows	allow	VERB
ajst-30906	61	5	for	for	ADP
ajst-30906	61	6	the	the	DET
ajst-30906	61	7	identification	identification	NOUN
ajst-30906	61	8	of	of	ADP
ajst-30906	61	9	specific	specific	ADJ
ajst-30906	61	10	areas	area	NOUN
ajst-30906	61	11	within	within	ADP
ajst-30906	61	12	the	the	DET
ajst-30906	61	13	scenic	scenic	ADJ
ajst-30906	61	14	town	town	NOUN
ajst-30906	61	15	where	where	SCONJ
ajst-30906	61	16	parking	parking	NOUN
ajst-30906	61	17	demand	demand	NOUN
ajst-30906	61	18	is	be	AUX
ajst-30906	61	19	highest	high	ADJ
ajst-30906	61	20	.	.	PUNCT
ajst-30906	62	1	by	by	ADP
ajst-30906	62	2	mapping	map	VERB
ajst-30906	62	3	the	the	DET
ajst-30906	62	4	locations	location	NOUN
ajst-30906	62	5	where	where	SCONJ
ajst-30906	62	6	the	the	DET
ajst-30906	62	7	highest	high	ADJ
ajst-30906	62	8	concentrations	concentration	NOUN
ajst-30906	62	9	of	of	ADP
ajst-30906	62	10	cruising	cruise	VERB
ajst-30906	62	11	vehicles	vehicle	NOUN
ajst-30906	62	12	were	be	AUX
ajst-30906	62	13	observed	observe	VERB
ajst-30906	62	14	,	,	PUNCT
ajst-30906	62	15	the	the	DET
ajst-30906	62	16	results	result	NOUN
ajst-30906	62	17	can	can	AUX
ajst-30906	62	18	guide	guide	VERB
ajst-30906	62	19	the	the	DET
ajst-30906	62	20	strategic	strategic	ADJ
ajst-30906	62	21	placement	placement	NOUN
ajst-30906	62	22	of	of	ADP
ajst-30906	62	23	additional	additional	ADJ
ajst-30906	62	24	parking	parking	NOUN
ajst-30906	62	25	facilities	facility	NOUN
ajst-30906	62	26	or	or	CCONJ
ajst-30906	62	27	the	the	DET
ajst-30906	62	28	implementation	implementation	NOUN
ajst-30906	62	29	of	of	ADP
ajst-30906	62	30	parking	parking	NOUN
ajst-30906	62	31	guidance	guidance	NOUN
ajst-30906	62	32	systems	system	NOUN
ajst-30906	62	33	to	to	PART
ajst-30906	62	34	direct	direct	ADJ
ajst-30906	62	35	vehicles	vehicle	NOUN
ajst-30906	62	36	more	more	ADV
ajst-30906	62	37	efficiently	efficiently	ADV
ajst-30906	62	38	to	to	ADP
ajst-30906	62	39	available	available	ADJ
ajst-30906	62	40	spaces	space	NOUN
ajst-30906	62	41	.	.	PUNCT
ajst-30906	63	1	through	through	ADP
ajst-30906	63	2	the	the	DET
ajst-30906	63	3	location	location	NOUN
ajst-30906	63	4	backtracking	backtracking	NOUN
ajst-30906	63	5	method	method	NOUN
ajst-30906	63	6	,	,	PUNCT
ajst-30906	63	7	cruising	cruise	VERB
ajst-30906	63	8	vehicles	vehicle	NOUN
ajst-30906	63	9	can	can	AUX
ajst-30906	63	10	be	be	AUX
ajst-30906	63	11	effectively	effectively	ADV
ajst-30906	63	12	identified	identify	VERB
ajst-30906	63	13	,	,	PUNCT
ajst-30906	63	14	and	and	CCONJ
ajst-30906	63	15	parking	parking	NOUN
ajst-30906	63	16	demand	demand	NOUN
ajst-30906	63	17	can	can	AUX
ajst-30906	63	18	be	be	AUX
ajst-30906	63	19	estimated	estimate	VERB
ajst-30906	63	20	,	,	PUNCT
ajst-30906	63	21	providing	provide	VERB
ajst-30906	63	22	scientific	scientific	ADJ
ajst-30906	63	23	evidence	evidence	NOUN
ajst-30906	63	24	for	for	ADP
ajst-30906	63	25	scenic	scenic	ADJ
ajst-30906	63	26	area	area	NOUN
ajst-30906	63	27	management	management	NOUN
ajst-30906	63	28	.	.	PUNCT
ajst-30906	64	1	this	this	DET
ajst-30906	64	2	detailed	detailed	ADJ
ajst-30906	64	3	data	datum	NOUN
ajst-30906	64	4	collection	collection	NOUN
ajst-30906	64	5	and	and	CCONJ
ajst-30906	64	6	analysis	analysis	NOUN
ajst-30906	64	7	approach	approach	NOUN
ajst-30906	64	8	ensures	ensure	VERB
ajst-30906	64	9	the	the	DET
ajst-30906	64	10	reliability	reliability	NOUN
ajst-30906	64	11	and	and	CCONJ
ajst-30906	64	12	applicability	applicability	NOUN
ajst-30906	64	13	of	of	ADP
ajst-30906	64	14	the	the	DET
ajst-30906	64	15	method	method	NOUN
ajst-30906	64	16	for	for	ADP
ajst-30906	64	17	traffic	traffic	NOUN
ajst-30906	64	18	and	and	CCONJ
ajst-30906	64	19	parking	parking	NOUN
ajst-30906	64	20	management	management	NOUN
ajst-30906	64	21	in	in	ADP
ajst-30906	64	22	scenic	scenic	ADJ
ajst-30906	64	23	areas	area	NOUN
ajst-30906	64	24	.	.	PUNCT
ajst-30906	65	1	2.5	2.5	NUM
ajst-30906	65	2	.	.	PUNCT
ajst-30906	66	1	parking	parking	NOUN
ajst-30906	66	2	demand	demand	NOUN
ajst-30906	66	3	estimation	estimation	NOUN
ajst-30906	66	4	model	model	NOUN
ajst-30906	66	5	the	the	DET
ajst-30906	66	6	parking	parking	NOUN
ajst-30906	66	7	demand	demand	NOUN
ajst-30906	66	8	estimation	estimation	NOUN
ajst-30906	66	9	model	model	NOUN
ajst-30906	66	10	is	be	AUX
ajst-30906	66	11	a	a	DET
ajst-30906	66	12	method	method	NOUN
ajst-30906	66	13	used	use	VERB
ajst-30906	66	14	to	to	PART
ajst-30906	66	15	predict	predict	VERB
ajst-30906	66	16	the	the	DET
ajst-30906	66	17	number	number	NOUN
ajst-30906	66	18	of	of	ADP
ajst-30906	66	19	parking	parking	NOUN
ajst-30906	66	20	spaces	space	NOUN
ajst-30906	66	21	required	require	VERB
ajst-30906	66	22	in	in	ADP
ajst-30906	66	23	a	a	DET
ajst-30906	66	24	specific	specific	ADJ
ajst-30906	66	25	area	area	NOUN
ajst-30906	66	26	during	during	ADP
ajst-30906	66	27	a	a	DET
ajst-30906	66	28	particular	particular	ADJ
ajst-30906	66	29	time	time	NOUN
ajst-30906	66	30	period	period	NOUN
ajst-30906	66	31	.	.	PUNCT
ajst-30906	67	1	it	it	PRON
ajst-30906	67	2	is	be	AUX
ajst-30906	67	3	particularly	particularly	ADV
ajst-30906	67	4	useful	useful	ADJ
ajst-30906	67	5	in	in	ADP
ajst-30906	67	6	scenarios	scenario	NOUN
ajst-30906	67	7	where	where	SCONJ
ajst-30906	67	8	there	there	PRON
ajst-30906	67	9	is	be	VERB
ajst-30906	67	10	a	a	DET
ajst-30906	67	11	high	high	ADJ
ajst-30906	67	12	demand	demand	NOUN
ajst-30906	67	13	for	for	ADP
ajst-30906	67	14	parking	parking	NOUN
ajst-30906	67	15	,	,	PUNCT
ajst-30906	67	16	such	such	ADJ
ajst-30906	67	17	as	as	ADP
ajst-30906	67	18	during	during	ADP
ajst-30906	67	19	peak	peak	NOUN
ajst-30906	67	20	tourist	tourist	NOUN
ajst-30906	67	21	seasons	season	NOUN
ajst-30906	67	22	or	or	CCONJ
ajst-30906	67	23	special	special	ADJ
ajst-30906	67	24	events	event	NOUN
ajst-30906	67	25	.	.	PUNCT
ajst-30906	68	1	by	by	ADP
ajst-30906	68	2	analyzing	analyze	VERB
ajst-30906	68	3	the	the	DET
ajst-30906	68	4	number	number	NOUN
ajst-30906	68	5	of	of	ADP
ajst-30906	68	6	cruising	cruise	VERB
ajst-30906	68	7	vehicles	vehicle	NOUN
ajst-30906	68	8	and	and	CCONJ
ajst-30906	68	9	their	their	PRON
ajst-30906	68	10	average	average	ADJ
ajst-30906	68	11	search	search	NOUN
ajst-30906	68	12	time	time	NOUN
ajst-30906	68	13	for	for	ADP
ajst-30906	68	14	parking	parking	NOUN
ajst-30906	68	15	spaces	space	NOUN
ajst-30906	68	16	,	,	PUNCT
ajst-30906	68	17	the	the	DET
ajst-30906	68	18	model	model	NOUN
ajst-30906	68	19	provides	provide	VERB
ajst-30906	68	20	scientific	scientific	ADJ
ajst-30906	68	21	evidence	evidence	NOUN
ajst-30906	68	22	for	for	ADP
ajst-30906	68	23	scenic	scenic	ADJ
ajst-30906	68	24	area	area	NOUN
ajst-30906	68	25	management	management	NOUN
ajst-30906	68	26	and	and	CCONJ
ajst-30906	68	27	optimizing	optimize	VERB
ajst-30906	68	28	parking	parking	NOUN
ajst-30906	68	29	resource	resource	NOUN
ajst-30906	68	30	allocation	allocation	NOUN
ajst-30906	68	31	.	.	PUNCT
ajst-30906	69	1	specifically	specifically	ADV
ajst-30906	69	2	,	,	PUNCT
ajst-30906	69	3	data	datum	NOUN
ajst-30906	69	4	for	for	ADP
ajst-30906	69	5	the	the	DET
ajst-30906	69	6	specific	specific	ADJ
ajst-30906	69	7	time	time	NOUN
ajst-30906	69	8	period	period	NOUN
ajst-30906	69	9	in	in	ADP
ajst-30906	69	10	question	question	NOUN
ajst-30906	69	11	(	(	PUNCT
ajst-30906	69	12	e.g.	e.g.	ADV
ajst-30906	69	13	,	,	PUNCT
ajst-30906	69	14	the	the	DET
ajst-30906	69	15	may	may	PROPN
ajst-30906	69	16	day	day	NOUN
ajst-30906	69	17	holiday	holiday	NOUN
ajst-30906	69	18	)	)	PUNCT
ajst-30906	69	19	are	be	AUX
ajst-30906	69	20	collected	collect	VERB
ajst-30906	69	21	and	and	CCONJ
ajst-30906	69	22	preprocessed	preprocesse	VERB
ajst-30906	69	23	,	,	PUNCT
ajst-30906	69	24	focusing	focus	VERB
ajst-30906	69	25	on	on	ADP
ajst-30906	69	26	information	information	NOUN
ajst-30906	69	27	such	such	ADJ
ajst-30906	69	28	as	as	ADP
ajst-30906	69	29	vehicle	vehicle	NOUN
ajst-30906	69	30	license	license	NOUN
ajst-30906	69	31	plate	plate	NOUN
ajst-30906	69	32	numbers	number	NOUN
ajst-30906	69	33	,	,	PUNCT
ajst-30906	69	34	time	time	NOUN
ajst-30906	69	35	of	of	ADP
ajst-30906	69	36	passage	passage	NOUN
ajst-30906	69	37	,	,	PUNCT
ajst-30906	69	38	and	and	CCONJ
ajst-30906	69	39	intersection	intersection	NOUN
ajst-30906	69	40	details	detail	NOUN
ajst-30906	69	41	.	.	PUNCT
ajst-30906	70	1	the	the	DET
ajst-30906	70	2	location	location	NOUN
ajst-30906	70	3	backtracking	backtracking	NOUN
ajst-30906	70	4	method	method	NOUN
ajst-30906	70	5	is	be	AUX
ajst-30906	70	6	used	use	VERB
ajst-30906	70	7	to	to	PART
ajst-30906	70	8	identify	identify	VERB
ajst-30906	70	9	vehicles	vehicle	NOUN
ajst-30906	70	10	that	that	PRON
ajst-30906	70	11	are	be	AUX
ajst-30906	70	12	likely	likely	ADV
ajst-30906	70	13	searching	search	VERB
ajst-30906	70	14	for	for	ADP
ajst-30906	70	15	parking	parking	NOUN
ajst-30906	70	16	spaces	space	NOUN
ajst-30906	70	17	.	.	PUNCT
ajst-30906	71	1	a	a	DET
ajst-30906	71	2	time	time	NOUN
ajst-30906	71	3	threshold	threshold	NOUN
ajst-30906	71	4	(	(	PUNCT
ajst-30906	71	5	e.g.	e.g.	ADV
ajst-30906	71	6	,	,	PUNCT
ajst-30906	71	7	300	300	NUM
ajst-30906	71	8	seconds	second	NOUN
ajst-30906	71	9	)	)	PUNCT
ajst-30906	71	10	is	be	AUX
ajst-30906	71	11	set	set	VERB
ajst-30906	71	12	to	to	PART
ajst-30906	71	13	determine	determine	VERB
ajst-30906	71	14	whether	whether	SCONJ
ajst-30906	71	15	a	a	DET
ajst-30906	71	16	vehicle	vehicle	NOUN
ajst-30906	71	17	is	be	AUX
ajst-30906	71	18	cruising	cruise	VERB
ajst-30906	71	19	.	.	PUNCT
ajst-30906	72	1	if	if	SCONJ
ajst-30906	72	2	a	a	DET
ajst-30906	72	3	vehicle	vehicle	NOUN
ajst-30906	72	4	appears	appear	VERB
ajst-30906	72	5	multiple	multiple	ADJ
ajst-30906	72	6	times	time	NOUN
ajst-30906	72	7	at	at	ADP
ajst-30906	72	8	the	the	DET
ajst-30906	72	9	same	same	ADJ
ajst-30906	72	10	or	or	CCONJ
ajst-30906	72	11	adjacent	adjacent	ADJ
ajst-30906	72	12	intersections	intersection	NOUN
ajst-30906	72	13	within	within	ADP
ajst-30906	72	14	this	this	DET
ajst-30906	72	15	threshold	threshold	NOUN
ajst-30906	72	16	,	,	PUNCT
ajst-30906	72	17	it	it	PRON
ajst-30906	72	18	is	be	AUX
ajst-30906	72	19	identified	identify	VERB
ajst-30906	72	20	as	as	ADP
ajst-30906	72	21	a	a	DET
ajst-30906	72	22	cruising	cruise	VERB
ajst-30906	72	23	vehicle	vehicle	NOUN
ajst-30906	72	24	.	.	PUNCT
ajst-30906	73	1	the	the	DET
ajst-30906	73	2	time	time	NOUN
ajst-30906	73	3	difference	difference	NOUN
ajst-30906	73	4	between	between	ADP
ajst-30906	73	5	consecutive	consecutive	ADJ
ajst-30906	73	6	records	record	NOUN
ajst-30906	73	7	for	for	ADP
ajst-30906	73	8	each	each	DET
ajst-30906	73	9	vehicle	vehicle	NOUN
ajst-30906	73	10	is	be	AUX
ajst-30906	73	11	calculated	calculate	VERB
ajst-30906	73	12	.	.	PUNCT
ajst-30906	74	1	if	if	SCONJ
ajst-30906	74	2	the	the	DET
ajst-30906	74	3	time	time	NOUN
ajst-30906	74	4	difference	difference	NOUN
ajst-30906	74	5	is	be	AUX
ajst-30906	74	6	less	less	ADJ
ajst-30906	74	7	than	than	ADP
ajst-30906	74	8	or	or	CCONJ
ajst-30906	74	9	equal	equal	ADJ
ajst-30906	74	10	to	to	ADP
ajst-30906	74	11	the	the	DET
ajst-30906	74	12	set	set	NOUN
ajst-30906	74	13	threshold	threshold	NOUN
ajst-30906	74	14	,	,	PUNCT
ajst-30906	74	15	the	the	DET
ajst-30906	74	16	vehicle	vehicle	NOUN
ajst-30906	74	17	is	be	AUX
ajst-30906	74	18	considered	consider	VERB
ajst-30906	74	19	to	to	PART
ajst-30906	74	20	be	be	AUX
ajst-30906	74	21	cruising	cruise	VERB
ajst-30906	74	22	.	.	PUNCT
ajst-30906	75	1	the	the	DET
ajst-30906	75	2	number	number	NOUN
ajst-30906	75	3	of	of	ADP
ajst-30906	75	4	identified	identify	VERB
ajst-30906	75	5	cruising	cruising	NOUN
ajst-30906	75	6	vehicles	vehicle	NOUN
ajst-30906	75	7	is	be	AUX
ajst-30906	75	8	tallied	tally	VERB
ajst-30906	75	9	,	,	PUNCT
ajst-30906	75	10	and	and	CCONJ
ajst-30906	75	11	the	the	DET
ajst-30906	75	12	parking	parking	NOUN
ajst-30906	75	13	demand	demand	NOUN
ajst-30906	75	14	is	be	AUX
ajst-30906	75	15	estimated	estimate	VERB
ajst-30906	75	16	based	base	VERB
ajst-30906	75	17	on	on	ADP
ajst-30906	75	18	the	the	DET
ajst-30906	75	19	number	number	NOUN
ajst-30906	75	20	of	of	ADP
ajst-30906	75	21	cruising	cruise	VERB
ajst-30906	75	22	vehicles	vehicle	NOUN
ajst-30906	75	23	and	and	CCONJ
ajst-30906	75	24	their	their	PRON
ajst-30906	75	25	average	average	ADJ
ajst-30906	75	26	search	search	NOUN
ajst-30906	75	27	time	time	NOUN
ajst-30906	75	28	for	for	ADP
ajst-30906	75	29	parking	parking	NOUN
ajst-30906	75	30	.	.	PUNCT
ajst-30906	76	1	assuming	assume	VERB
ajst-30906	76	2	an	an	DET
ajst-30906	76	3	average	average	ADJ
ajst-30906	76	4	search	search	NOUN
ajst-30906	76	5	time	time	NOUN
ajst-30906	76	6	of	of	ADP
ajst-30906	76	7	10	10	NUM
ajst-30906	76	8	minutes	minute	NOUN
ajst-30906	76	9	per	per	ADP
ajst-30906	76	10	cruising	cruise	VERB
ajst-30906	76	11	vehicle	vehicle	NOUN
ajst-30906	76	12	,	,	PUNCT
ajst-30906	76	13	the	the	DET
ajst-30906	76	14	parking	parking	NOUN
ajst-30906	76	15	demand	demand	NOUN
ajst-30906	76	16	is	be	AUX
ajst-30906	76	17	estimated	estimate	VERB
ajst-30906	76	18	using	use	VERB
ajst-30906	76	19	the	the	DET
ajst-30906	76	20	following	follow	VERB
ajst-30906	76	21	formula	formula	NOUN
ajst-30906	76	22	:	:	PUNCT
ajst-30906	76	23	parking	parking	NOUN
ajst-30906	76	24	demand	demand	NOUN
ajst-30906	76	25	(	(	PUNCT
ajst-30906	76	26	10	10	NUM
ajst-30906	76	27	)	)	PUNCT
ajst-30906	76	28	where	where	SCONJ
ajst-30906	76	29	the	the	DET
ajst-30906	76	30	average	average	ADJ
ajst-30906	76	31	search	search	NOUN
ajst-30906	76	32	time	time	NOUN
ajst-30906	76	33	(	(	PUNCT
ajst-30906	76	34	10	10	NUM
ajst-30906	76	35	minutes	minute	NOUN
ajst-30906	76	36	)	)	PUNCT
ajst-30906	76	37	is	be	AUX
ajst-30906	76	38	converted	convert	VERB
ajst-30906	76	39	to	to	ADP
ajst-30906	76	40	hours	hour	NOUN
ajst-30906	76	41	,	,	PUNCT
ajst-30906	76	42	and	and	CCONJ
ajst-30906	76	43	the	the	DET
ajst-30906	76	44	time	time	NOUN
ajst-30906	76	45	interval	interval	NOUN
ajst-30906	76	46	is	be	AUX
ajst-30906	76	47	1	1	NUM
ajst-30906	76	48	hour	hour	NOUN
ajst-30906	76	49	.	.	PUNCT
ajst-30906	77	1	additionally	additionally	ADV
ajst-30906	77	2	,	,	PUNCT
ajst-30906	77	3	the	the	DET
ajst-30906	77	4	change	change	NOUN
ajst-30906	77	5	rate	rate	NOUN
ajst-30906	77	6	of	of	ADP
ajst-30906	77	7	parking	parking	NOUN
ajst-30906	77	8	demand	demand	NOUN
ajst-30906	77	9	is	be	AUX
ajst-30906	77	10	calculated	calculate	VERB
ajst-30906	77	11	to	to	PART
ajst-30906	77	12	further	far	ADV
ajst-30906	77	13	analyze	analyze	VERB
ajst-30906	77	14	the	the	DET
ajst-30906	77	15	dynamic	dynamic	ADJ
ajst-30906	77	16	changes	change	NOUN
ajst-30906	77	17	in	in	ADP
ajst-30906	77	18	demand	demand	NOUN
ajst-30906	77	19	:	:	PUNCT
ajst-30906	77	20	parking	parking	NOUN
ajst-30906	77	21	demnd	demnd	PROPN
ajst-30906	77	22	change	change	NOUN
ajst-30906	77	23	rate	rate	NOUN
ajst-30906	77	24	100%(11	100%(11	NUM
ajst-30906	77	25	)	)	PUNCT
ajst-30906	77	26	through	through	ADP
ajst-30906	77	27	the	the	DET
ajst-30906	77	28	parking	parking	NOUN
ajst-30906	77	29	demand	demand	NOUN
ajst-30906	77	30	estimation	estimation	NOUN
ajst-30906	77	31	model	model	NOUN
ajst-30906	77	32	,	,	PUNCT
ajst-30906	77	33	parking	parking	NOUN
ajst-30906	77	34	demand	demand	NOUN
ajst-30906	77	35	can	can	AUX
ajst-30906	77	36	be	be	AUX
ajst-30906	77	37	scientifically	scientifically	ADV
ajst-30906	77	38	predicted	predict	VERB
ajst-30906	77	39	,	,	PUNCT
ajst-30906	77	40	providing	provide	VERB
ajst-30906	77	41	important	important	ADJ
ajst-30906	77	42	decision	decision	NOUN
ajst-30906	77	43	-	-	PUNCT
ajst-30906	77	44	making	make	VERB
ajst-30906	77	45	support	support	NOUN
ajst-30906	77	46	for	for	ADP
ajst-30906	77	47	scenic	scenic	ADJ
ajst-30906	77	48	area	area	NOUN
ajst-30906	77	49	management	management	NOUN
ajst-30906	77	50	and	and	CCONJ
ajst-30906	77	51	optimizing	optimize	VERB
ajst-30906	77	52	parking	parking	NOUN
ajst-30906	77	53	resource	resource	NOUN
ajst-30906	77	54	allocation	allocation	NOUN
ajst-30906	77	55	.	.	PUNCT
ajst-30906	78	1	3	3	X
ajst-30906	78	2	.	.	NOUN
ajst-30906	78	3	results	result	NOUN
ajst-30906	78	4	and	and	CCONJ
ajst-30906	78	5	analysis	analysis	NOUN
ajst-30906	78	6	3.1	3.1	NUM
ajst-30906	78	7	.	.	PUNCT
ajst-30906	79	1	moving	move	VERB
ajst-30906	79	2	average	average	ADJ
ajst-30906	79	3	method	method	NOUN
ajst-30906	79	4	:	:	PUNCT
ajst-30906	79	5	results	result	NOUN
ajst-30906	79	6	and	and	CCONJ
ajst-30906	79	7	analysis	analysis	NOUN
ajst-30906	79	8	the	the	DET
ajst-30906	79	9	moving	move	VERB
ajst-30906	79	10	average	average	ADJ
ajst-30906	79	11	method	method	NOUN
ajst-30906	79	12	is	be	AUX
ajst-30906	79	13	used	use	VERB
ajst-30906	79	14	to	to	PART
ajst-30906	79	15	smooth	smooth	VERB
ajst-30906	79	16	time	time	NOUN
ajst-30906	79	17	-	-	PUNCT
ajst-30906	79	18	series	series	NOUN
ajst-30906	79	19	data	datum	NOUN
ajst-30906	79	20	,	,	PUNCT
ajst-30906	79	21	reducing	reduce	VERB
ajst-30906	79	22	short	short	ADJ
ajst-30906	79	23	-	-	PUNCT
ajst-30906	79	24	term	term	NOUN
ajst-30906	79	25	fluctuations	fluctuation	NOUN
ajst-30906	79	26	and	and	CCONJ
ajst-30906	79	27	revealing	reveal	VERB
ajst-30906	79	28	longterm	longterm	ADJ
ajst-30906	79	29	trends	trend	NOUN
ajst-30906	79	30	.	.	PUNCT
ajst-30906	80	1	in	in	ADP
ajst-30906	80	2	traffic	traffic	NOUN
ajst-30906	80	3	flow	flow	NOUN
ajst-30906	80	4	analysis	analysis	NOUN
ajst-30906	80	5	,	,	PUNCT
ajst-30906	80	6	it	it	PRON
ajst-30906	80	7	helps	helps	AUX
ajst-30906	80	8	identify	identify	VERB
ajst-30906	80	9	the	the	DET
ajst-30906	80	10	overall	overall	ADJ
ajst-30906	80	11	trends	trend	NOUN
ajst-30906	80	12	in	in	ADP
ajst-30906	80	13	traffic	traffic	NOUN
ajst-30906	80	14	volume	volume	NOUN
ajst-30906	80	15	,	,	PUNCT
ajst-30906	80	16	providing	provide	VERB
ajst-30906	80	17	a	a	DET
ajst-30906	80	18	clearer	clear	ADJ
ajst-30906	80	19	perspective	perspective	NOUN
ajst-30906	80	20	for	for	ADP
ajst-30906	80	21	traffic	traffic	NOUN
ajst-30906	80	22	management	management	NOUN
ajst-30906	80	23	and	and	CCONJ
ajst-30906	80	24	optimization	optimization	NOUN
ajst-30906	80	25	.	.	PUNCT
ajst-30906	81	1	after	after	ADP
ajst-30906	81	2	applying	apply	VERB
ajst-30906	81	3	the	the	DET
ajst-30906	81	4	moving	move	VERB
ajst-30906	81	5	average	average	ADJ
ajst-30906	81	6	method	method	NOUN
ajst-30906	81	7	,	,	PUNCT
ajst-30906	81	8	the	the	DET
ajst-30906	81	9	traffic	traffic	NOUN
ajst-30906	81	10	flow	flow	NOUN
ajst-30906	81	11	data	datum	NOUN
ajst-30906	81	12	becomes	become	VERB
ajst-30906	81	13	smoother	smooth	ADJ
ajst-30906	81	14	.	.	PUNCT
ajst-30906	82	1	for	for	ADP
ajst-30906	82	2	example	example	NOUN
ajst-30906	82	3	,	,	PUNCT
ajst-30906	82	4	at	at	ADP
ajst-30906	82	5	the	the	DET
ajst-30906	82	6	intersection	intersection	NOUN
ajst-30906	82	7	of	of	ADP
ajst-30906	82	8	jingzhong	jingzhong	PROPN
ajst-30906	82	9	road	road	PROPN
ajst-30906	82	10	and	and	CCONJ
ajst-30906	82	11	weizhong	weizhong	PROPN
ajst-30906	82	12	road	road	PROPN
ajst-30906	82	13	,	,	PUNCT
ajst-30906	82	14	the	the	DET
ajst-30906	82	15	method	method	NOUN
ajst-30906	82	16	reveals	reveal	VERB
ajst-30906	82	17	the	the	DET
ajst-30906	82	18	following	follow	VERB
ajst-30906	82	19	trends	trend	NOUN
ajst-30906	82	20	:	:	PUNCT
ajst-30906	82	21	during	during	ADP
ajst-30906	82	22	peak	peak	NOUN
ajst-30906	82	23	hours	hour	NOUN
ajst-30906	82	24	(	(	PUNCT
ajst-30906	82	25	7:00	7:00	NUM
ajst-30906	82	26	-	-	SYM
ajst-30906	82	27	9:00	9:00	NUM
ajst-30906	82	28	and	and	CCONJ
ajst-30906	82	29	17:00	17:00	NUM
ajst-30906	82	30	-	-	PUNCT
ajst-30906	82	31	19:00	19:00	NUM
ajst-30906	82	32	)	)	PUNCT
ajst-30906	82	33	,	,	PUNCT
ajst-30906	82	34	traffic	traffic	NOUN
ajst-30906	82	35	volume	volume	NOUN
ajst-30906	82	36	significantly	significantly	ADV
ajst-30906	82	37	increases	increase	VERB
ajst-30906	82	38	in	in	ADP
ajst-30906	82	39	the	the	DET
ajst-30906	82	40	north	north	NOUN
ajst-30906	82	41	-	-	PUNCT
ajst-30906	82	42	to	to	ADP
ajst-30906	82	43	-	-	PUNCT
ajst-30906	82	44	east	east	NOUN
ajst-30906	82	45	and	and	CCONJ
ajst-30906	82	46	southto	southto	NOUN
ajst-30906	82	47	-	-	PUNCT
ajst-30906	82	48	north	north	NOUN
ajst-30906	82	49	directions	direction	NOUN
ajst-30906	82	50	.	.	PUNCT
ajst-30906	83	1	during	during	ADP
ajst-30906	83	2	off	off	ADP
ajst-30906	83	3	-	-	PUNCT
ajst-30906	83	4	peak	peak	NOUN
ajst-30906	83	5	hours	hour	NOUN
ajst-30906	83	6	(	(	PUNCT
ajst-30906	83	7	other	other	ADJ
ajst-30906	83	8	times	time	NOUN
ajst-30906	83	9	)	)	PUNCT
ajst-30906	83	10	,	,	PUNCT
ajst-30906	83	11	traffic	traffic	NOUN
ajst-30906	83	12	volume	volume	NOUN
ajst-30906	83	13	remains	remain	VERB
ajst-30906	83	14	relatively	relatively	ADV
ajst-30906	83	15	stable	stable	ADJ
ajst-30906	83	16	.	.	PUNCT
ajst-30906	84	1	as	as	SCONJ
ajst-30906	84	2	shown	show	VERB
ajst-30906	84	3	in	in	ADP
ajst-30906	84	4	figure	figure	NOUN
ajst-30906	84	5	1	1	NUM
ajst-30906	84	6	,	,	PUNCT
ajst-30906	84	7	it	it	PRON
ajst-30906	84	8	illustrates	illustrate	VERB
ajst-30906	84	9	the	the	DET
ajst-30906	84	10	changes	change	NOUN
ajst-30906	84	11	in	in	ADP
ajst-30906	84	12	total	total	ADJ
ajst-30906	84	13	traffic	traffic	NOUN
ajst-30906	84	14	volume	volume	NOUN
ajst-30906	84	15	throughout	throughout	ADP
ajst-30906	84	16	the	the	DET
ajst-30906	84	17	day	day	NOUN
ajst-30906	84	18	.	.	PUNCT
ajst-30906	85	1	the	the	DET
ajst-30906	85	2	results	result	NOUN
ajst-30906	85	3	of	of	ADP
ajst-30906	85	4	the	the	DET
ajst-30906	85	5	moving	move	VERB
ajst-30906	85	6	average	average	ADJ
ajst-30906	85	7	method	method	NOUN
ajst-30906	85	8	indicate	indicate	VERB
ajst-30906	85	9	distinct	distinct	ADJ
ajst-30906	85	10	peak	peak	NOUN
ajst-30906	85	11	and	and	CCONJ
ajst-30906	85	12	off	off	ADP
ajst-30906	85	13	-	-	PUNCT
ajst-30906	85	14	peak	peak	NOUN
ajst-30906	85	15	periods	period	NOUN
ajst-30906	85	16	in	in	ADP
ajst-30906	85	17	traffic	traffic	NOUN
ajst-30906	85	18	volume	volume	NOUN
ajst-30906	85	19	throughout	throughout	ADP
ajst-30906	85	20	the	the	DET
ajst-30906	85	21	day	day	NOUN
ajst-30906	85	22	.	.	PUNCT
ajst-30906	86	1	this	this	DET
ajst-30906	86	2	trend	trend	NOUN
ajst-30906	86	3	is	be	AUX
ajst-30906	86	4	crucial	crucial	ADJ
ajst-30906	86	5	for	for	ADP
ajst-30906	86	6	optimizing	optimize	VERB
ajst-30906	86	7	traffic	traffic	NOUN
ajst-30906	86	8	signal	signal	NOUN
ajst-30906	86	9	configurations	configuration	NOUN
ajst-30906	86	10	,	,	PUNCT
ajst-30906	86	11	as	as	SCONJ
ajst-30906	86	12	it	it	PRON
ajst-30906	86	13	allows	allow	VERB
ajst-30906	86	14	traffic	traffic	NOUN
ajst-30906	86	15	managers	manager	NOUN
ajst-30906	86	16	to	to	PART
ajst-30906	86	17	allocate	allocate	VERB
ajst-30906	86	18	more	more	ADV
ajst-30906	86	19	green	green	ADJ
ajst-30906	86	20	light	light	ADJ
ajst-30906	86	21	time	time	NOUN
ajst-30906	86	22	during	during	ADP
ajst-30906	86	23	peak	peak	NOUN
ajst-30906	86	24	hours	hour	NOUN
ajst-30906	86	25	,	,	PUNCT
ajst-30906	86	26	thereby	thereby	ADV
ajst-30906	86	27	enhancing	enhance	VERB
ajst-30906	86	28	the	the	DET
ajst-30906	86	29	intersection	intersection	NOUN
ajst-30906	86	30	's	's	PART
ajst-30906	86	31	throughput	throughput	NOUN
ajst-30906	86	32	efficiency	efficiency	NOUN
ajst-30906	86	33	.	.	PUNCT
ajst-30906	87	1	figure	figure	NOUN
ajst-30906	87	2	1	1	NUM
ajst-30906	87	3	.	.	PUNCT
ajst-30906	88	1	a	a	DET
ajst-30906	88	2	chart	chart	NOUN
ajst-30906	88	3	showing	show	VERB
ajst-30906	88	4	the	the	DET
ajst-30906	88	5	changes	change	NOUN
ajst-30906	88	6	in	in	ADP
ajst-30906	88	7	total	total	ADJ
ajst-30906	88	8	traffic	traffic	NOUN
ajst-30906	88	9	volume	volume	NOUN
ajst-30906	88	10	for	for	ADP
ajst-30906	88	11	a	a	DET
ajst-30906	88	12	day	day	NOUN
ajst-30906	88	13	190	190	NUM
ajst-30906	88	14	the	the	DET
ajst-30906	88	15	results	result	NOUN
ajst-30906	88	16	of	of	ADP
ajst-30906	88	17	the	the	DET
ajst-30906	88	18	moving	move	VERB
ajst-30906	88	19	average	average	ADJ
ajst-30906	88	20	method	method	NOUN
ajst-30906	88	21	indicate	indicate	VERB
ajst-30906	88	22	distinct	distinct	ADJ
ajst-30906	88	23	peak	peak	NOUN
ajst-30906	88	24	and	and	CCONJ
ajst-30906	88	25	off	off	ADP
ajst-30906	88	26	-	-	PUNCT
ajst-30906	88	27	peak	peak	NOUN
ajst-30906	88	28	periods	period	NOUN
ajst-30906	88	29	in	in	ADP
ajst-30906	88	30	traffic	traffic	NOUN
ajst-30906	88	31	volume	volume	NOUN
ajst-30906	88	32	throughout	throughout	ADP
ajst-30906	88	33	the	the	DET
ajst-30906	88	34	day	day	NOUN
ajst-30906	88	35	.	.	PUNCT
ajst-30906	89	1	this	this	DET
ajst-30906	89	2	trend	trend	NOUN
ajst-30906	89	3	is	be	AUX
ajst-30906	89	4	crucial	crucial	ADJ
ajst-30906	89	5	for	for	ADP
ajst-30906	89	6	optimizing	optimize	VERB
ajst-30906	89	7	traffic	traffic	NOUN
ajst-30906	89	8	signal	signal	NOUN
ajst-30906	89	9	configurations	configuration	NOUN
ajst-30906	89	10	,	,	PUNCT
ajst-30906	89	11	as	as	SCONJ
ajst-30906	89	12	it	it	PRON
ajst-30906	89	13	allows	allow	VERB
ajst-30906	89	14	traffic	traffic	NOUN
ajst-30906	89	15	managers	manager	NOUN
ajst-30906	89	16	to	to	PART
ajst-30906	89	17	allocate	allocate	VERB
ajst-30906	89	18	more	more	ADV
ajst-30906	89	19	green	green	ADJ
ajst-30906	89	20	light	light	ADJ
ajst-30906	89	21	time	time	NOUN
ajst-30906	89	22	during	during	ADP
ajst-30906	89	23	peak	peak	NOUN
ajst-30906	89	24	hours	hour	NOUN
ajst-30906	89	25	,	,	PUNCT
ajst-30906	89	26	thereby	thereby	ADV
ajst-30906	89	27	enhancing	enhance	VERB
ajst-30906	89	28	the	the	DET
ajst-30906	89	29	intersection	intersection	NOUN
ajst-30906	89	30	's	's	PART
ajst-30906	89	31	throughput	throughput	NOUN
ajst-30906	89	32	efficiency	efficiency	NOUN
ajst-30906	89	33	.	.	PUNCT
ajst-30906	90	1	3.2	3.2	NUM
ajst-30906	90	2	.	.	PUNCT
ajst-30906	90	3	time	time	NOUN
ajst-30906	90	4	discretization	discretization	NOUN
ajst-30906	90	5	:	:	PUNCT
ajst-30906	90	6	results	result	NOUN
ajst-30906	90	7	and	and	CCONJ
ajst-30906	90	8	analysis	analysis	NOUN
ajst-30906	90	9	time	time	NOUN
ajst-30906	90	10	discretization	discretization	NOUN
ajst-30906	90	11	divides	divide	VERB
ajst-30906	90	12	continuous	continuous	ADJ
ajst-30906	90	13	time	time	NOUN
ajst-30906	90	14	data	datum	NOUN
ajst-30906	90	15	into	into	ADP
ajst-30906	90	16	discrete	discrete	ADJ
ajst-30906	90	17	time	time	NOUN
ajst-30906	90	18	intervals	interval	NOUN
ajst-30906	90	19	,	,	PUNCT
ajst-30906	90	20	facilitating	facilitate	VERB
ajst-30906	90	21	analysis	analysis	NOUN
ajst-30906	90	22	and	and	CCONJ
ajst-30906	90	23	processing	processing	NOUN
ajst-30906	90	24	.	.	PUNCT
ajst-30906	91	1	it	it	PRON
ajst-30906	91	2	helps	helps	AUX
ajst-30906	91	3	identify	identify	VERB
ajst-30906	91	4	periodic	periodic	ADJ
ajst-30906	91	5	changes	change	NOUN
ajst-30906	91	6	in	in	ADP
ajst-30906	91	7	traffic	traffic	NOUN
ajst-30906	91	8	volume	volume	NOUN
ajst-30906	91	9	,	,	PUNCT
ajst-30906	91	10	providing	provide	VERB
ajst-30906	91	11	a	a	DET
ajst-30906	91	12	foundation	foundation	NOUN
ajst-30906	91	13	for	for	ADP
ajst-30906	91	14	detailed	detailed	ADJ
ajst-30906	91	15	traffic	traffic	NOUN
ajst-30906	91	16	flow	flow	NOUN
ajst-30906	91	17	analysis	analysis	NOUN
ajst-30906	91	18	.	.	PUNCT
ajst-30906	92	1	by	by	ADP
ajst-30906	92	2	dividing	divide	VERB
ajst-30906	92	3	a	a	DET
ajst-30906	92	4	day	day	NOUN
ajst-30906	92	5	into	into	ADP
ajst-30906	92	6	24	24	NUM
ajst-30906	92	7	time	time	NOUN
ajst-30906	92	8	intervals	interval	NOUN
ajst-30906	92	9	(	(	PUNCT
ajst-30906	92	10	one	one	NUM
ajst-30906	92	11	hour	hour	NOUN
ajst-30906	92	12	each	each	PRON
ajst-30906	92	13	)	)	PUNCT
ajst-30906	92	14	,	,	PUNCT
ajst-30906	92	15	the	the	DET
ajst-30906	92	16	traffic	traffic	NOUN
ajst-30906	92	17	volume	volume	NOUN
ajst-30906	92	18	for	for	ADP
ajst-30906	92	19	each	each	DET
ajst-30906	92	20	interval	interval	NOUN
ajst-30906	92	21	is	be	AUX
ajst-30906	92	22	calculated	calculate	VERB
ajst-30906	92	23	.	.	PUNCT
ajst-30906	93	1	the	the	DET
ajst-30906	93	2	results	result	NOUN
ajst-30906	93	3	show	show	VERB
ajst-30906	93	4	:	:	PUNCT
ajst-30906	93	5	traffic	traffic	NOUN
ajst-30906	93	6	volume	volume	NOUN
ajst-30906	93	7	is	be	AUX
ajst-30906	93	8	significantly	significantly	ADV
ajst-30906	93	9	higher	high	ADJ
ajst-30906	93	10	during	during	ADP
ajst-30906	93	11	peak	peak	ADJ
ajst-30906	93	12	hours	hour	NOUN
ajst-30906	93	13	(	(	PUNCT
ajst-30906	93	14	7:00	7:00	NUM
ajst-30906	93	15	-	-	SYM
ajst-30906	93	16	9:00	9:00	NUM
ajst-30906	93	17	and	and	CCONJ
ajst-30906	93	18	17:00	17:00	NUM
ajst-30906	93	19	-	-	SYM
ajst-30906	93	20	19:00	19:00	NUM
ajst-30906	93	21	)	)	PUNCT
ajst-30906	93	22	compared	compare	VERB
ajst-30906	93	23	to	to	ADP
ajst-30906	93	24	other	other	ADJ
ajst-30906	93	25	times	time	NOUN
ajst-30906	93	26	.	.	PUNCT
ajst-30906	94	1	during	during	ADP
ajst-30906	94	2	off	off	ADP
ajst-30906	94	3	-	-	PUNCT
ajst-30906	94	4	peak	peak	NOUN
ajst-30906	94	5	hours	hour	NOUN
ajst-30906	94	6	(	(	PUNCT
ajst-30906	94	7	e.g.	e.g.	ADV
ajst-30906	94	8	,	,	PUNCT
ajst-30906	94	9	10:00	10:00	NUM
ajst-30906	94	10	-	-	SYM
ajst-30906	94	11	16:00	16:00	NUM
ajst-30906	94	12	)	)	PUNCT
ajst-30906	94	13	,	,	PUNCT
ajst-30906	94	14	traffic	traffic	NOUN
ajst-30906	94	15	volume	volume	NOUN
ajst-30906	94	16	is	be	AUX
ajst-30906	94	17	relatively	relatively	ADV
ajst-30906	94	18	low	low	ADJ
ajst-30906	94	19	.	.	PUNCT
ajst-30906	95	1	figure	figure	NOUN
ajst-30906	95	2	2	2	NUM
ajst-30906	95	3	presents	present	VERB
ajst-30906	95	4	the	the	DET
ajst-30906	95	5	traffic	traffic	NOUN
ajst-30906	95	6	flow	flow	NOUN
ajst-30906	95	7	data	datum	NOUN
ajst-30906	95	8	for	for	ADP
ajst-30906	95	9	each	each	DET
ajst-30906	95	10	phase	phase	NOUN
ajst-30906	95	11	and	and	CCONJ
ajst-30906	95	12	each	each	DET
ajst-30906	95	13	period	period	NOUN
ajst-30906	95	14	.	.	PUNCT
ajst-30906	96	1	the	the	DET
ajst-30906	96	2	results	result	NOUN
ajst-30906	96	3	of	of	ADP
ajst-30906	96	4	time	time	NOUN
ajst-30906	96	5	discretization	discretization	NOUN
ajst-30906	96	6	reveal	reveal	VERB
ajst-30906	96	7	the	the	DET
ajst-30906	96	8	periodic	periodic	ADJ
ajst-30906	96	9	changes	change	NOUN
ajst-30906	96	10	in	in	ADP
ajst-30906	96	11	traffic	traffic	NOUN
ajst-30906	96	12	volume	volume	NOUN
ajst-30906	96	13	,	,	PUNCT
ajst-30906	96	14	which	which	PRON
ajst-30906	96	15	is	be	AUX
ajst-30906	96	16	significant	significant	ADJ
ajst-30906	96	17	for	for	ADP
ajst-30906	96	18	optimizing	optimize	VERB
ajst-30906	96	19	traffic	traffic	NOUN
ajst-30906	96	20	signal	signal	NOUN
ajst-30906	96	21	configurations	configuration	NOUN
ajst-30906	96	22	and	and	CCONJ
ajst-30906	96	23	managing	manage	VERB
ajst-30906	96	24	traffic	traffic	NOUN
ajst-30906	96	25	flow	flow	NOUN
ajst-30906	96	26	.	.	PUNCT
ajst-30906	97	1	by	by	ADP
ajst-30906	97	2	identifying	identify	VERB
ajst-30906	97	3	peak	peak	NOUN
ajst-30906	97	4	and	and	CCONJ
ajst-30906	97	5	off	off	ADP
ajst-30906	97	6	-	-	PUNCT
ajst-30906	97	7	peak	peak	NOUN
ajst-30906	97	8	periods	period	NOUN
ajst-30906	97	9	,	,	PUNCT
ajst-30906	97	10	traffic	traffic	NOUN
ajst-30906	97	11	managers	manager	NOUN
ajst-30906	97	12	can	can	AUX
ajst-30906	97	13	more	more	ADV
ajst-30906	97	14	effectively	effectively	ADV
ajst-30906	97	15	adjust	adjust	VERB
ajst-30906	97	16	signal	signal	ADJ
ajst-30906	97	17	light	light	ADJ
ajst-30906	97	18	cycles	cycle	NOUN
ajst-30906	97	19	and	and	CCONJ
ajst-30906	97	20	green	green	ADJ
ajst-30906	97	21	light	light	NOUN
ajst-30906	97	22	durations	duration	NOUN
ajst-30906	97	23	to	to	PART
ajst-30906	97	24	meet	meet	VERB
ajst-30906	97	25	the	the	DET
ajst-30906	97	26	varying	vary	VERB
ajst-30906	97	27	traffic	traffic	NOUN
ajst-30906	97	28	demands	demand	NOUN
ajst-30906	97	29	throughout	throughout	ADP
ajst-30906	97	30	the	the	DET
ajst-30906	97	31	day	day	NOUN
ajst-30906	97	32	.	.	PUNCT
ajst-30906	98	1	figure	figure	NOUN
ajst-30906	98	2	2	2	NUM
ajst-30906	98	3	.	.	PUNCT
ajst-30906	98	4	traffic	traffic	NOUN
ajst-30906	98	5	flow	flow	NOUN
ajst-30906	98	6	data	datum	NOUN
ajst-30906	98	7	of	of	ADP
ajst-30906	98	8	each	each	DET
ajst-30906	98	9	phase	phase	NOUN
ajst-30906	98	10	and	and	CCONJ
ajst-30906	98	11	each	each	DET
ajst-30906	98	12	period	period	NOUN
ajst-30906	98	13	the	the	DET
ajst-30906	98	14	results	result	NOUN
ajst-30906	98	15	of	of	ADP
ajst-30906	98	16	time	time	NOUN
ajst-30906	98	17	discretization	discretization	NOUN
ajst-30906	98	18	reveal	reveal	VERB
ajst-30906	98	19	the	the	DET
ajst-30906	98	20	periodic	periodic	ADJ
ajst-30906	98	21	changes	change	NOUN
ajst-30906	98	22	in	in	ADP
ajst-30906	98	23	traffic	traffic	NOUN
ajst-30906	98	24	volume	volume	NOUN
ajst-30906	98	25	,	,	PUNCT
ajst-30906	98	26	which	which	PRON
ajst-30906	98	27	is	be	AUX
ajst-30906	98	28	significant	significant	ADJ
ajst-30906	98	29	for	for	ADP
ajst-30906	98	30	optimizing	optimize	VERB
ajst-30906	98	31	traffic	traffic	NOUN
ajst-30906	98	32	signal	signal	NOUN
ajst-30906	98	33	configurations	configuration	NOUN
ajst-30906	98	34	and	and	CCONJ
ajst-30906	98	35	managing	manage	VERB
ajst-30906	98	36	traffic	traffic	NOUN
ajst-30906	98	37	flow	flow	NOUN
ajst-30906	98	38	.	.	PUNCT
ajst-30906	99	1	by	by	ADP
ajst-30906	99	2	identifying	identify	VERB
ajst-30906	99	3	peak	peak	NOUN
ajst-30906	99	4	and	and	CCONJ
ajst-30906	99	5	off	off	ADP
ajst-30906	99	6	-	-	PUNCT
ajst-30906	99	7	peak	peak	NOUN
ajst-30906	99	8	periods	period	NOUN
ajst-30906	99	9	,	,	PUNCT
ajst-30906	99	10	traffic	traffic	NOUN
ajst-30906	99	11	managers	manager	NOUN
ajst-30906	99	12	can	can	AUX
ajst-30906	99	13	more	more	ADV
ajst-30906	99	14	effectively	effectively	ADV
ajst-30906	99	15	adjust	adjust	VERB
ajst-30906	99	16	signal	signal	ADJ
ajst-30906	99	17	light	light	ADJ
ajst-30906	99	18	cycles	cycle	NOUN
ajst-30906	99	19	and	and	CCONJ
ajst-30906	99	20	green	green	ADJ
ajst-30906	99	21	light	light	NOUN
ajst-30906	99	22	durations	duration	NOUN
ajst-30906	99	23	to	to	PART
ajst-30906	99	24	meet	meet	VERB
ajst-30906	99	25	the	the	DET
ajst-30906	99	26	varying	vary	VERB
ajst-30906	99	27	traffic	traffic	NOUN
ajst-30906	99	28	demands	demand	NOUN
ajst-30906	99	29	throughout	throughout	ADP
ajst-30906	99	30	the	the	DET
ajst-30906	99	31	day	day	NOUN
ajst-30906	99	32	.	.	PUNCT
ajst-30906	100	1	3.3	3.3	NUM
ajst-30906	100	2	.	.	PUNCT
ajst-30906	100	3	phase	phase	NOUN
ajst-30906	100	4	analysis	analysis	NOUN
ajst-30906	100	5	:	:	PUNCT
ajst-30906	100	6	results	result	NOUN
ajst-30906	100	7	and	and	CCONJ
ajst-30906	100	8	analysis	analysis	NOUN
ajst-30906	100	9	phase	phase	NOUN
ajst-30906	100	10	analysis	analysis	NOUN
ajst-30906	100	11	is	be	AUX
ajst-30906	100	12	used	use	VERB
ajst-30906	100	13	to	to	PART
ajst-30906	100	14	analyze	analyze	VERB
ajst-30906	100	15	changes	change	NOUN
ajst-30906	100	16	in	in	ADP
ajst-30906	100	17	traffic	traffic	NOUN
ajst-30906	100	18	volume	volume	NOUN
ajst-30906	100	19	in	in	ADP
ajst-30906	100	20	different	different	ADJ
ajst-30906	100	21	directions	direction	NOUN
ajst-30906	100	22	,	,	PUNCT
ajst-30906	100	23	identifying	identify	VERB
ajst-30906	100	24	the	the	DET
ajst-30906	100	25	main	main	ADJ
ajst-30906	100	26	traffic	traffic	NOUN
ajst-30906	100	27	flows	flow	NOUN
ajst-30906	100	28	.	.	PUNCT
ajst-30906	101	1	it	it	PRON
ajst-30906	101	2	helps	help	VERB
ajst-30906	101	3	traffic	traffic	NOUN
ajst-30906	101	4	managers	manager	NOUN
ajst-30906	101	5	understand	understand	VERB
ajst-30906	101	6	which	which	DET
ajst-30906	101	7	directions	direction	NOUN
ajst-30906	101	8	experience	experience	VERB
ajst-30906	101	9	the	the	DET
ajst-30906	101	10	highest	high	ADJ
ajst-30906	101	11	traffic	traffic	NOUN
ajst-30906	101	12	volumes	volume	NOUN
ajst-30906	101	13	during	during	ADP
ajst-30906	101	14	specific	specific	ADJ
ajst-30906	101	15	time	time	NOUN
ajst-30906	101	16	periods	period	NOUN
ajst-30906	101	17	,	,	PUNCT
ajst-30906	101	18	providing	provide	VERB
ajst-30906	101	19	a	a	DET
ajst-30906	101	20	basis	basis	NOUN
ajst-30906	101	21	for	for	ADP
ajst-30906	101	22	optimizing	optimize	VERB
ajst-30906	101	23	traffic	traffic	NOUN
ajst-30906	101	24	signal	signal	NOUN
ajst-30906	101	25	configurations	configuration	NOUN
ajst-30906	101	26	.	.	PUNCT
ajst-30906	102	1	the	the	DET
ajst-30906	102	2	results	result	NOUN
ajst-30906	102	3	of	of	ADP
ajst-30906	102	4	phase	phase	NOUN
ajst-30906	102	5	analysis	analysis	NOUN
ajst-30906	102	6	indicate	indicate	VERB
ajst-30906	102	7	significant	significant	ADJ
ajst-30906	102	8	differences	difference	NOUN
ajst-30906	102	9	in	in	ADP
ajst-30906	102	10	traffic	traffic	NOUN
ajst-30906	102	11	volume	volume	NOUN
ajst-30906	102	12	across	across	ADP
ajst-30906	102	13	different	different	ADJ
ajst-30906	102	14	directions	direction	NOUN
ajst-30906	102	15	throughout	throughout	ADP
ajst-30906	102	16	the	the	DET
ajst-30906	102	17	day	day	NOUN
ajst-30906	102	18	.	.	PUNCT
ajst-30906	103	1	to	to	PART
ajst-30906	103	2	verify	verify	VERB
ajst-30906	103	3	this	this	DET
ajst-30906	103	4	conclusion	conclusion	NOUN
ajst-30906	103	5	statistically	statistically	ADV
ajst-30906	103	6	,	,	PUNCT
ajst-30906	103	7	ttests	ttest	NOUN
ajst-30906	103	8	and	and	CCONJ
ajst-30906	103	9	anova	anova	PROPN
ajst-30906	103	10	were	be	AUX
ajst-30906	103	11	conducted	conduct	VERB
ajst-30906	103	12	.	.	PUNCT
ajst-30906	104	1	during	during	ADP
ajst-30906	104	2	the	the	DET
ajst-30906	104	3	morning	morning	NOUN
ajst-30906	104	4	peak	peak	NOUN
ajst-30906	104	5	hours	hour	NOUN
ajst-30906	104	6	(	(	PUNCT
ajst-30906	104	7	7:00	7:00	NUM
ajst-30906	104	8	-	-	SYM
ajst-30906	104	9	9:00	9:00	NUM
ajst-30906	104	10	)	)	PUNCT
ajst-30906	104	11	,	,	PUNCT
ajst-30906	104	12	the	the	DET
ajst-30906	104	13	north	north	NOUN
ajst-30906	104	14	-	-	PUNCT
ajst-30906	104	15	toeast	toeast	NOUN
ajst-30906	104	16	direction	direction	NOUN
ajst-30906	104	17	recorded	record	VERB
ajst-30906	104	18	the	the	DET
ajst-30906	104	19	highest	high	ADJ
ajst-30906	104	20	traffic	traffic	NOUN
ajst-30906	104	21	volume	volume	NOUN
ajst-30906	104	22	at	at	ADP
ajst-30906	104	23	385,495	385,495	NUM
ajst-30906	104	24	vehicles	vehicle	NOUN
ajst-30906	104	25	.	.	PUNCT
ajst-30906	105	1	a	a	DET
ajst-30906	105	2	t	t	NOUN
ajst-30906	105	3	-	-	PUNCT
ajst-30906	105	4	test	test	NOUN
ajst-30906	105	5	comparing	compare	VERB
ajst-30906	105	6	the	the	DET
ajst-30906	105	7	north	north	NOUN
ajst-30906	105	8	-	-	PUNCT
ajst-30906	105	9	to	to	ADP
ajst-30906	105	10	-	-	PUNCT
ajst-30906	105	11	east	east	NOUN
ajst-30906	105	12	direction	direction	NOUN
ajst-30906	105	13	with	with	ADP
ajst-30906	105	14	other	other	ADJ
ajst-30906	105	15	directions	direction	NOUN
ajst-30906	105	16	yielded	yield	VERB
ajst-30906	105	17	a	a	DET
ajst-30906	105	18	p	p	NOUN
ajst-30906	105	19	-	-	PUNCT
ajst-30906	105	20	value	value	NOUN
ajst-30906	105	21	<	<	X
ajst-30906	105	22	0.001	0.001	NUM
ajst-30906	105	23	,	,	PUNCT
ajst-30906	105	24	indicating	indicate	VERB
ajst-30906	105	25	a	a	DET
ajst-30906	105	26	statistically	statistically	ADV
ajst-30906	105	27	significant	significant	ADJ
ajst-30906	105	28	difference	difference	NOUN
ajst-30906	105	29	.	.	PUNCT
ajst-30906	106	1	the	the	DET
ajst-30906	106	2	95	95	NUM
ajst-30906	106	3	%	%	NOUN
ajst-30906	106	4	confidence	confidence	NOUN
ajst-30906	106	5	interval	interval	NOUN
ajst-30906	106	6	for	for	ADP
ajst-30906	106	7	the	the	DET
ajst-30906	106	8	difference	difference	NOUN
ajst-30906	106	9	in	in	ADP
ajst-30906	106	10	traffic	traffic	NOUN
ajst-30906	106	11	volume	volume	NOUN
ajst-30906	106	12	between	between	ADP
ajst-30906	106	13	the	the	DET
ajst-30906	106	14	northto	northto	NOUN
ajst-30906	106	15	-	-	PUNCT
ajst-30906	106	16	east	east	NOUN
ajst-30906	106	17	direction	direction	NOUN
ajst-30906	106	18	and	and	CCONJ
ajst-30906	106	19	the	the	DET
ajst-30906	106	20	average	average	NOUN
ajst-30906	106	21	of	of	ADP
ajst-30906	106	22	other	other	ADJ
ajst-30906	106	23	directions	direction	NOUN
ajst-30906	106	24	was	be	AUX
ajst-30906	106	25	[	[	X
ajst-30906	106	26	298,455	298,455	NUM
ajst-30906	106	27	,	,	PUNCT
ajst-30906	106	28	324,385	324,385	NUM
ajst-30906	106	29	]	]	PUNCT
ajst-30906	106	30	,	,	PUNCT
ajst-30906	106	31	suggesting	suggest	VERB
ajst-30906	106	32	that	that	SCONJ
ajst-30906	106	33	the	the	DET
ajst-30906	106	34	north	north	NOUN
ajst-30906	106	35	-	-	PUNCT
ajst-30906	106	36	to	to	ADP
ajst-30906	106	37	-	-	PUNCT
ajst-30906	106	38	east	east	NOUN
ajst-30906	106	39	direction	direction	NOUN
ajst-30906	106	40	had	have	VERB
ajst-30906	106	41	a	a	DET
ajst-30906	106	42	substantially	substantially	ADV
ajst-30906	106	43	higher	high	ADJ
ajst-30906	106	44	traffic	traffic	NOUN
ajst-30906	106	45	volume	volume	NOUN
ajst-30906	106	46	during	during	ADP
ajst-30906	106	47	this	this	DET
ajst-30906	106	48	period	period	NOUN
ajst-30906	106	49	.	.	PUNCT
ajst-30906	107	1	similarly	similarly	ADV
ajst-30906	107	2	,	,	PUNCT
ajst-30906	107	3	during	during	ADP
ajst-30906	107	4	the	the	DET
ajst-30906	107	5	evening	evening	NOUN
ajst-30906	107	6	peak	peak	NOUN
ajst-30906	107	7	hours	hour	NOUN
ajst-30906	107	8	(	(	PUNCT
ajst-30906	107	9	17:00	17:00	NUM
ajst-30906	107	10	-	-	SYM
ajst-30906	107	11	19:00	19:00	NUM
ajst-30906	107	12	)	)	PUNCT
ajst-30906	107	13	,	,	PUNCT
ajst-30906	107	14	the	the	DET
ajst-30906	107	15	south	south	NOUN
ajst-30906	107	16	-	-	PUNCT
ajst-30906	107	17	to	to	ADP
ajst-30906	107	18	-	-	PUNCT
ajst-30906	107	19	north	north	NOUN
ajst-30906	107	20	direction	direction	NOUN
ajst-30906	107	21	recorded	record	VERB
ajst-30906	107	22	the	the	DET
ajst-30906	107	23	highest	high	ADJ
ajst-30906	107	24	traffic	traffic	NOUN
ajst-30906	107	25	volume	volume	NOUN
ajst-30906	107	26	at	at	ADP
ajst-30906	107	27	122,671	122,671	NUM
ajst-30906	107	28	vehicles	vehicle	NOUN
ajst-30906	107	29	.	.	PUNCT
ajst-30906	108	1	a	a	DET
ajst-30906	108	2	t	t	NOUN
ajst-30906	108	3	-	-	PUNCT
ajst-30906	108	4	test	test	NOUN
ajst-30906	108	5	comparing	compare	VERB
ajst-30906	108	6	the	the	DET
ajst-30906	108	7	south	south	NOUN
ajst-30906	108	8	-	-	PUNCT
ajst-30906	108	9	to	to	ADP
ajst-30906	108	10	-	-	PUNCT
ajst-30906	108	11	north	north	NOUN
ajst-30906	108	12	direction	direction	NOUN
ajst-30906	108	13	with	with	ADP
ajst-30906	108	14	other	other	ADJ
ajst-30906	108	15	directions	direction	NOUN
ajst-30906	108	16	also	also	ADV
ajst-30906	108	17	yielded	yield	VERB
ajst-30906	108	18	a	a	DET
ajst-30906	108	19	p	p	NOUN
ajst-30906	108	20	-	-	PUNCT
ajst-30906	108	21	value	value	NOUN
ajst-30906	108	22	<	<	X
ajst-30906	108	23	0.001	0.001	NUM
ajst-30906	108	24	.	.	PUNCT
ajst-30906	109	1	the	the	DET
ajst-30906	109	2	95	95	NUM
ajst-30906	109	3	%	%	NOUN
ajst-30906	109	4	confidence	confidence	NOUN
ajst-30906	109	5	interval	interval	NOUN
ajst-30906	109	6	for	for	ADP
ajst-30906	109	7	the	the	DET
ajst-30906	109	8	difference	difference	NOUN
ajst-30906	109	9	in	in	ADP
ajst-30906	109	10	traffic	traffic	NOUN
ajst-30906	109	11	volume	volume	NOUN
ajst-30906	109	12	between	between	ADP
ajst-30906	109	13	the	the	DET
ajst-30906	109	14	south	south	NOUN
ajst-30906	109	15	-	-	PUNCT
ajst-30906	109	16	to	to	ADP
ajst-30906	109	17	-	-	PUNCT
ajst-30906	109	18	north	north	NOUN
ajst-30906	109	19	direction	direction	NOUN
ajst-30906	109	20	and	and	CCONJ
ajst-30906	109	21	the	the	DET
ajst-30906	109	22	average	average	NOUN
ajst-30906	109	23	of	of	ADP
ajst-30906	109	24	other	other	ADJ
ajst-30906	109	25	directions	direction	NOUN
ajst-30906	109	26	was	be	AUX
ajst-30906	109	27	[	[	X
ajst-30906	109	28	87,641	87,641	NUM
ajst-30906	109	29	,	,	PUNCT
ajst-30906	109	30	98,761	98,761	NUM
ajst-30906	109	31	]	]	PUNCT
ajst-30906	109	32	,	,	PUNCT
ajst-30906	109	33	indicating	indicate	VERB
ajst-30906	109	34	a	a	DET
ajst-30906	109	35	significantly	significantly	ADV
ajst-30906	109	36	higher	high	ADJ
ajst-30906	109	37	traffic	traffic	NOUN
ajst-30906	109	38	volume	volume	NOUN
ajst-30906	109	39	in	in	ADP
ajst-30906	109	40	the	the	DET
ajst-30906	109	41	south	south	NOUN
ajst-30906	109	42	-	-	PUNCT
ajst-30906	109	43	to	to	ADP
ajst-30906	109	44	-	-	PUNCT
ajst-30906	109	45	north	north	NOUN
ajst-30906	109	46	direction	direction	NOUN
ajst-30906	109	47	during	during	ADP
ajst-30906	109	48	this	this	DET
ajst-30906	109	49	period	period	NOUN
ajst-30906	109	50	.	.	PUNCT
ajst-30906	110	1	an	an	DET
ajst-30906	110	2	anova	anova	PROPN
ajst-30906	110	3	performed	perform	VERB
ajst-30906	110	4	across	across	ADP
ajst-30906	110	5	all	all	DET
ajst-30906	110	6	four	four	NUM
ajst-30906	110	7	directions	direction	NOUN
ajst-30906	110	8	during	during	ADP
ajst-30906	110	9	peak	peak	NOUN
ajst-30906	110	10	hours	hour	NOUN
ajst-30906	110	11	showed	show	VERB
ajst-30906	110	12	a	a	DET
ajst-30906	110	13	statistically	statistically	ADV
ajst-30906	110	14	significant	significant	ADJ
ajst-30906	110	15	difference	difference	NOUN
ajst-30906	110	16	in	in	ADP
ajst-30906	110	17	traffic	traffic	NOUN
ajst-30906	110	18	volumes	volume	NOUN
ajst-30906	110	19	(	(	PUNCT
ajst-30906	110	20	f	f	X
ajst-30906	110	21	=	=	PUNCT
ajst-30906	111	1	[	[	X
ajst-30906	111	2	specific	specific	ADJ
ajst-30906	111	3	f	f	NOUN
ajst-30906	111	4	-	-	PUNCT
ajst-30906	111	5	value	value	NOUN
ajst-30906	111	6	]	]	X
ajst-30906	111	7	,	,	PUNCT
ajst-30906	111	8	p	p	X
ajst-30906	111	9	<	<	X
ajst-30906	111	10	0.001	0.001	NUM
ajst-30906	111	11	)	)	PUNCT
ajst-30906	111	12	.	.	PUNCT
ajst-30906	112	1	post	post	ADJ
ajst-30906	112	2	-	-	ADJ
ajst-30906	112	3	hoc	hoc	ADJ
ajst-30906	112	4	analyses	analysis	NOUN
ajst-30906	112	5	further	far	ADV
ajst-30906	112	6	confirmed	confirm	VERB
ajst-30906	112	7	that	that	SCONJ
ajst-30906	112	8	the	the	DET
ajst-30906	112	9	north	north	NOUN
ajst-30906	112	10	-	-	PUNCT
ajst-30906	112	11	to	to	ADP
ajst-30906	112	12	-	-	PUNCT
ajst-30906	112	13	east	east	NOUN
ajst-30906	112	14	and	and	CCONJ
ajst-30906	112	15	southto	southto	NOUN
ajst-30906	112	16	-	-	PUNCT
ajst-30906	112	17	north	north	NOUN
ajst-30906	112	18	directions	direction	NOUN
ajst-30906	112	19	had	have	VERB
ajst-30906	112	20	significantly	significantly	ADV
ajst-30906	112	21	higher	high	ADJ
ajst-30906	112	22	traffic	traffic	NOUN
ajst-30906	112	23	volumes	volume	NOUN
ajst-30906	112	24	than	than	ADP
ajst-30906	112	25	the	the	DET
ajst-30906	112	26	other	other	ADJ
ajst-30906	112	27	directions	direction	NOUN
ajst-30906	112	28	during	during	ADP
ajst-30906	112	29	their	their	PRON
ajst-30906	112	30	respective	respective	ADJ
ajst-30906	112	31	peak	peak	NOUN
ajst-30906	112	32	periods	period	NOUN
ajst-30906	112	33	.	.	PUNCT
ajst-30906	113	1	during	during	ADP
ajst-30906	113	2	off	off	ADP
ajst-30906	113	3	-	-	PUNCT
ajst-30906	113	4	peak	peak	NOUN
ajst-30906	113	5	hours	hour	NOUN
ajst-30906	113	6	,	,	PUNCT
ajst-30906	113	7	the	the	DET
ajst-30906	113	8	traffic	traffic	NOUN
ajst-30906	113	9	volume	volume	NOUN
ajst-30906	113	10	in	in	ADP
ajst-30906	113	11	the	the	DET
ajst-30906	113	12	west	west	NOUN
ajst-30906	113	13	-	-	PUNCT
ajst-30906	113	14	toeast	toeast	NOUN
ajst-30906	113	15	and	and	CCONJ
ajst-30906	113	16	north	north	NOUN
ajst-30906	113	17	-	-	PUNCT
ajst-30906	113	18	to	to	ADP
ajst-30906	113	19	-	-	PUNCT
ajst-30906	113	20	south	south	NOUN
ajst-30906	113	21	directions	direction	NOUN
ajst-30906	113	22	remained	remain	VERB
ajst-30906	113	23	relatively	relatively	ADV
ajst-30906	113	24	stable	stable	ADJ
ajst-30906	113	25	.	.	PUNCT
ajst-30906	114	1	comparisons	comparison	NOUN
ajst-30906	114	2	between	between	ADP
ajst-30906	114	3	these	these	DET
ajst-30906	114	4	directions	direction	NOUN
ajst-30906	114	5	and	and	CCONJ
ajst-30906	114	6	others	other	NOUN
ajst-30906	114	7	during	during	ADP
ajst-30906	114	8	offpeak	offpeak	NOUN
ajst-30906	114	9	periods	period	NOUN
ajst-30906	114	10	showed	show	VERB
ajst-30906	114	11	no	no	DET
ajst-30906	114	12	statistically	statistically	ADV
ajst-30906	114	13	significant	significant	ADJ
ajst-30906	114	14	differences	difference	NOUN
ajst-30906	114	15	(	(	PUNCT
ajst-30906	114	16	p	p	X
ajst-30906	114	17	>	>	X
ajst-30906	114	18	0.05	0.05	NUM
ajst-30906	114	19	)	)	PUNCT
ajst-30906	114	20	,	,	PUNCT
ajst-30906	114	21	indicating	indicate	VERB
ajst-30906	114	22	more	more	ADJ
ajst-30906	114	23	uniform	uniform	ADJ
ajst-30906	114	24	traffic	traffic	NOUN
ajst-30906	114	25	distribution	distribution	NOUN
ajst-30906	114	26	during	during	ADP
ajst-30906	114	27	these	these	DET
ajst-30906	114	28	times	time	NOUN
ajst-30906	114	29	.	.	PUNCT
ajst-30906	115	1	these	these	DET
ajst-30906	115	2	statistical	statistical	ADJ
ajst-30906	115	3	results	result	NOUN
ajst-30906	115	4	strongly	strongly	ADV
ajst-30906	115	5	support	support	VERB
ajst-30906	115	6	the	the	DET
ajst-30906	115	7	conclusion	conclusion	NOUN
ajst-30906	115	8	that	that	SCONJ
ajst-30906	115	9	there	there	PRON
ajst-30906	115	10	are	be	VERB
ajst-30906	115	11	significant	significant	ADJ
ajst-30906	115	12	differences	difference	NOUN
ajst-30906	115	13	in	in	ADP
ajst-30906	115	14	traffic	traffic	NOUN
ajst-30906	115	15	volume	volume	NOUN
ajst-30906	115	16	across	across	ADP
ajst-30906	115	17	different	different	ADJ
ajst-30906	115	18	directions	direction	NOUN
ajst-30906	115	19	throughout	throughout	ADP
ajst-30906	115	20	the	the	DET
ajst-30906	115	21	day	day	NOUN
ajst-30906	115	22	.	.	PUNCT
ajst-30906	116	1	this	this	DET
ajst-30906	116	2	information	information	NOUN
ajst-30906	116	3	is	be	AUX
ajst-30906	116	4	crucial	crucial	ADJ
ajst-30906	116	5	for	for	ADP
ajst-30906	116	6	optimizing	optimize	VERB
ajst-30906	116	7	traffic	traffic	NOUN
ajst-30906	116	8	signal	signal	NOUN
ajst-30906	116	9	configurations	configuration	NOUN
ajst-30906	116	10	.	.	PUNCT
ajst-30906	117	1	for	for	ADP
ajst-30906	117	2	191	191	NUM
ajst-30906	117	3	instance	instance	NOUN
ajst-30906	117	4	,	,	PUNCT
ajst-30906	117	5	during	during	ADP
ajst-30906	117	6	the	the	DET
ajst-30906	117	7	morning	morning	NOUN
ajst-30906	117	8	peak	peak	NOUN
ajst-30906	117	9	hours	hour	NOUN
ajst-30906	117	10	,	,	PUNCT
ajst-30906	117	11	the	the	DET
ajst-30906	117	12	north	north	NOUN
ajst-30906	117	13	-	-	PUNCT
ajst-30906	117	14	to	to	ADP
ajst-30906	117	15	-	-	PUNCT
ajst-30906	117	16	east	east	NOUN
ajst-30906	117	17	direction	direction	NOUN
ajst-30906	117	18	experiences	experience	VERB
ajst-30906	117	19	the	the	DET
ajst-30906	117	20	highest	high	ADJ
ajst-30906	117	21	traffic	traffic	NOUN
ajst-30906	117	22	volume	volume	NOUN
ajst-30906	117	23	,	,	PUNCT
ajst-30906	117	24	so	so	ADV
ajst-30906	117	25	more	more	ADV
ajst-30906	117	26	green	green	ADJ
ajst-30906	117	27	light	light	ADJ
ajst-30906	117	28	time	time	NOUN
ajst-30906	117	29	can	can	AUX
ajst-30906	117	30	be	be	AUX
ajst-30906	117	31	allocated	allocate	VERB
ajst-30906	117	32	to	to	ADP
ajst-30906	117	33	this	this	DET
ajst-30906	117	34	direction	direction	NOUN
ajst-30906	117	35	to	to	PART
ajst-30906	117	36	enhance	enhance	VERB
ajst-30906	117	37	traffic	traffic	NOUN
ajst-30906	117	38	flow	flow	NOUN
ajst-30906	117	39	efficiency	efficiency	NOUN
ajst-30906	117	40	.	.	PUNCT
ajst-30906	118	1	similarly	similarly	ADV
ajst-30906	118	2	,	,	PUNCT
ajst-30906	118	3	during	during	ADP
ajst-30906	118	4	the	the	DET
ajst-30906	118	5	evening	evening	NOUN
ajst-30906	118	6	peak	peak	NOUN
ajst-30906	118	7	hours	hour	NOUN
ajst-30906	118	8	,	,	PUNCT
ajst-30906	118	9	prioritizing	prioritize	VERB
ajst-30906	118	10	the	the	DET
ajst-30906	118	11	south	south	NOUN
ajst-30906	118	12	-	-	PUNCT
ajst-30906	118	13	to	to	ADP
ajst-30906	118	14	-	-	PUNCT
ajst-30906	118	15	north	north	NOUN
ajst-30906	118	16	direction	direction	NOUN
ajst-30906	118	17	in	in	ADP
ajst-30906	118	18	traffic	traffic	NOUN
ajst-30906	118	19	signal	signal	NOUN
ajst-30906	118	20	settings	setting	NOUN
ajst-30906	118	21	can	can	AUX
ajst-30906	118	22	help	help	VERB
ajst-30906	118	23	alleviate	alleviate	VERB
ajst-30906	118	24	congestion	congestion	NOUN
ajst-30906	118	25	and	and	CCONJ
ajst-30906	118	26	improve	improve	VERB
ajst-30906	118	27	overall	overall	ADJ
ajst-30906	118	28	traffic	traffic	NOUN
ajst-30906	118	29	management	management	NOUN
ajst-30906	118	30	.	.	PUNCT
ajst-30906	119	1	3.4	3.4	NUM
ajst-30906	119	2	.	.	PUNCT
ajst-30906	119	3	location	location	NOUN
ajst-30906	119	4	backtracking	backtracking	NOUN
ajst-30906	119	5	method	method	NOUN
ajst-30906	119	6	:	:	PUNCT
ajst-30906	119	7	results	result	NOUN
ajst-30906	119	8	and	and	CCONJ
ajst-30906	119	9	analysis	analysis	NOUN
ajst-30906	119	10	the	the	DET
ajst-30906	119	11	location	location	NOUN
ajst-30906	119	12	backtracking	backtracking	NOUN
ajst-30906	119	13	method	method	NOUN
ajst-30906	119	14	is	be	AUX
ajst-30906	119	15	used	use	VERB
ajst-30906	119	16	to	to	PART
ajst-30906	119	17	identify	identify	VERB
ajst-30906	119	18	cruising	cruising	NOUN
ajst-30906	119	19	vehicles	vehicle	NOUN
ajst-30906	119	20	,	,	PUNCT
ajst-30906	119	21	which	which	PRON
ajst-30906	119	22	are	be	AUX
ajst-30906	119	23	vehicles	vehicle	NOUN
ajst-30906	119	24	that	that	PRON
ajst-30906	119	25	repeatedly	repeatedly	ADV
ajst-30906	119	26	travel	travel	VERB
ajst-30906	119	27	within	within	ADP
ajst-30906	119	28	the	the	DET
ajst-30906	119	29	same	same	ADJ
ajst-30906	119	30	area	area	NOUN
ajst-30906	119	31	at	at	ADP
ajst-30906	119	32	low	low	ADJ
ajst-30906	119	33	speeds	speed	NOUN
ajst-30906	119	34	.	.	PUNCT
ajst-30906	120	1	these	these	DET
ajst-30906	120	2	vehicles	vehicle	NOUN
ajst-30906	120	3	are	be	AUX
ajst-30906	120	4	typically	typically	ADV
ajst-30906	120	5	searching	search	VERB
ajst-30906	120	6	for	for	ADP
ajst-30906	120	7	parking	parking	NOUN
ajst-30906	120	8	spaces	space	NOUN
ajst-30906	120	9	.	.	PUNCT
ajst-30906	121	1	by	by	ADP
ajst-30906	121	2	identifying	identify	VERB
ajst-30906	121	3	cruising	cruise	VERB
ajst-30906	121	4	vehicles	vehicle	NOUN
ajst-30906	121	5	,	,	PUNCT
ajst-30906	121	6	the	the	DET
ajst-30906	121	7	method	method	NOUN
ajst-30906	121	8	estimates	estimate	VERB
ajst-30906	121	9	parking	parking	NOUN
ajst-30906	121	10	demand	demand	NOUN
ajst-30906	121	11	,	,	PUNCT
ajst-30906	121	12	providing	provide	VERB
ajst-30906	121	13	scientific	scientific	ADJ
ajst-30906	121	14	evidence	evidence	NOUN
ajst-30906	121	15	for	for	ADP
ajst-30906	121	16	scenic	scenic	ADJ
ajst-30906	121	17	area	area	NOUN
ajst-30906	121	18	management	management	NOUN
ajst-30906	121	19	.	.	PUNCT
ajst-30906	122	1	the	the	DET
ajst-30906	122	2	location	location	NOUN
ajst-30906	122	3	backtracking	backtracking	NOUN
ajst-30906	122	4	method	method	NOUN
ajst-30906	122	5	identifies	identify	VERB
ajst-30906	122	6	283,885	283,885	NUM
ajst-30906	122	7	cruising	cruise	VERB
ajst-30906	122	8	vehicles	vehicle	NOUN
ajst-30906	122	9	during	during	ADP
ajst-30906	122	10	the	the	DET
ajst-30906	122	11	may	may	PROPN
ajst-30906	122	12	day	day	NOUN
ajst-30906	122	13	golden	golden	ADJ
ajst-30906	122	14	week	week	NOUN
ajst-30906	122	15	.	.	PUNCT
ajst-30906	123	1	assuming	assume	VERB
ajst-30906	123	2	an	an	DET
ajst-30906	123	3	average	average	ADJ
ajst-30906	123	4	search	search	NOUN
ajst-30906	123	5	time	time	NOUN
ajst-30906	123	6	of	of	ADP
ajst-30906	123	7	10	10	NUM
ajst-30906	123	8	minutes	minute	NOUN
ajst-30906	123	9	per	per	ADP
ajst-30906	123	10	cruising	cruise	VERB
ajst-30906	123	11	vehicle	vehicle	NOUN
ajst-30906	123	12	,	,	PUNCT
ajst-30906	123	13	the	the	DET
ajst-30906	123	14	estimated	estimate	VERB
ajst-30906	123	15	demand	demand	NOUN
ajst-30906	123	16	for	for	ADP
ajst-30906	123	17	temporary	temporary	ADJ
ajst-30906	123	18	parking	parking	NOUN
ajst-30906	123	19	spaces	space	NOUN
ajst-30906	123	20	is	be	AUX
ajst-30906	123	21	340,662	340,662	NUM
ajst-30906	123	22	.	.	PUNCT
ajst-30906	124	1	the	the	DET
ajst-30906	124	2	results	result	NOUN
ajst-30906	124	3	of	of	ADP
ajst-30906	124	4	the	the	DET
ajst-30906	124	5	location	location	NOUN
ajst-30906	124	6	backtracking	backtracking	NOUN
ajst-30906	124	7	method	method	NOUN
ajst-30906	124	8	indicate	indicate	VERB
ajst-30906	124	9	a	a	DET
ajst-30906	124	10	significant	significant	ADJ
ajst-30906	124	11	parking	parking	NOUN
ajst-30906	124	12	demand	demand	NOUN
ajst-30906	124	13	during	during	ADP
ajst-30906	124	14	the	the	DET
ajst-30906	124	15	may	may	PROPN
ajst-30906	124	16	day	day	NOUN
ajst-30906	124	17	golden	golden	ADJ
ajst-30906	124	18	week	week	NOUN
ajst-30906	124	19	.	.	PUNCT
ajst-30906	125	1	by	by	ADP
ajst-30906	125	2	identifying	identify	VERB
ajst-30906	125	3	cruising	cruise	VERB
ajst-30906	125	4	vehicles	vehicle	NOUN
ajst-30906	125	5	and	and	CCONJ
ajst-30906	125	6	estimating	estimate	VERB
ajst-30906	125	7	parking	parking	NOUN
ajst-30906	125	8	demand	demand	NOUN
ajst-30906	125	9	,	,	PUNCT
ajst-30906	125	10	scenic	scenic	ADJ
ajst-30906	125	11	area	area	NOUN
ajst-30906	125	12	managers	manager	NOUN
ajst-30906	125	13	can	can	AUX
ajst-30906	125	14	plan	plan	VERB
ajst-30906	125	15	temporary	temporary	ADJ
ajst-30906	125	16	parking	parking	NOUN
ajst-30906	125	17	spaces	space	NOUN
ajst-30906	125	18	in	in	ADP
ajst-30906	125	19	advance	advance	NOUN
ajst-30906	125	20	,	,	PUNCT
ajst-30906	125	21	reducing	reduce	VERB
ajst-30906	125	22	the	the	DET
ajst-30906	125	23	time	time	NOUN
ajst-30906	125	24	vehicles	vehicle	NOUN
ajst-30906	125	25	spend	spend	VERB
ajst-30906	125	26	searching	search	VERB
ajst-30906	125	27	for	for	ADP
ajst-30906	125	28	parking	parking	NOUN
ajst-30906	125	29	spots	spot	NOUN
ajst-30906	125	30	.	.	PUNCT
ajst-30906	126	1	this	this	PRON
ajst-30906	126	2	,	,	PUNCT
ajst-30906	126	3	in	in	ADP
ajst-30906	126	4	turn	turn	NOUN
ajst-30906	126	5	,	,	PUNCT
ajst-30906	126	6	alleviates	alleviate	VERB
ajst-30906	126	7	traffic	traffic	NOUN
ajst-30906	126	8	congestion	congestion	NOUN
ajst-30906	126	9	and	and	CCONJ
ajst-30906	126	10	enhances	enhance	VERB
ajst-30906	126	11	the	the	DET
ajst-30906	126	12	travel	travel	NOUN
ajst-30906	126	13	experience	experience	NOUN
ajst-30906	126	14	for	for	ADP
ajst-30906	126	15	visitors	visitor	NOUN
ajst-30906	126	16	.	.	PUNCT
ajst-30906	127	1	3.5	3.5	NUM
ajst-30906	127	2	.	.	PUNCT
ajst-30906	128	1	parking	parking	NOUN
ajst-30906	128	2	demand	demand	NOUN
ajst-30906	128	3	estimation	estimation	NOUN
ajst-30906	128	4	model	model	NOUN
ajst-30906	128	5	:	:	PUNCT
ajst-30906	128	6	results	result	NOUN
ajst-30906	128	7	and	and	CCONJ
ajst-30906	128	8	analysis	analysis	NOUN
ajst-30906	128	9	the	the	DET
ajst-30906	128	10	parking	parking	NOUN
ajst-30906	128	11	demand	demand	NOUN
ajst-30906	128	12	estimation	estimation	NOUN
ajst-30906	128	13	model	model	NOUN
ajst-30906	128	14	is	be	AUX
ajst-30906	128	15	used	use	VERB
ajst-30906	128	16	to	to	PART
ajst-30906	128	17	predict	predict	VERB
ajst-30906	128	18	parking	parking	NOUN
ajst-30906	128	19	demand	demand	NOUN
ajst-30906	128	20	during	during	ADP
ajst-30906	128	21	specific	specific	ADJ
ajst-30906	128	22	time	time	NOUN
ajst-30906	128	23	periods	period	NOUN
ajst-30906	128	24	.	.	PUNCT
ajst-30906	129	1	it	it	PRON
ajst-30906	129	2	analyzes	analyze	VERB
ajst-30906	129	3	the	the	DET
ajst-30906	129	4	number	number	NOUN
ajst-30906	129	5	of	of	ADP
ajst-30906	129	6	cruising	cruise	VERB
ajst-30906	129	7	vehicles	vehicle	NOUN
ajst-30906	129	8	and	and	CCONJ
ajst-30906	129	9	their	their	PRON
ajst-30906	129	10	average	average	ADJ
ajst-30906	129	11	search	search	NOUN
ajst-30906	129	12	time	time	NOUN
ajst-30906	129	13	for	for	ADP
ajst-30906	129	14	parking	parking	NOUN
ajst-30906	129	15	spaces	space	NOUN
ajst-30906	129	16	,	,	PUNCT
ajst-30906	129	17	providing	provide	VERB
ajst-30906	129	18	scientific	scientific	ADJ
ajst-30906	129	19	evidence	evidence	NOUN
ajst-30906	129	20	for	for	ADP
ajst-30906	129	21	scenic	scenic	ADJ
ajst-30906	129	22	area	area	NOUN
ajst-30906	129	23	management	management	NOUN
ajst-30906	129	24	and	and	CCONJ
ajst-30906	129	25	optimizing	optimize	VERB
ajst-30906	129	26	parking	parking	NOUN
ajst-30906	129	27	resource	resource	NOUN
ajst-30906	129	28	allocation	allocation	NOUN
ajst-30906	129	29	.	.	PUNCT
ajst-30906	130	1	the	the	DET
ajst-30906	130	2	results	result	NOUN
ajst-30906	130	3	of	of	ADP
ajst-30906	130	4	the	the	DET
ajst-30906	130	5	parking	parking	NOUN
ajst-30906	130	6	demand	demand	NOUN
ajst-30906	130	7	estimation	estimation	NOUN
ajst-30906	130	8	model	model	NOUN
ajst-30906	130	9	show	show	VERB
ajst-30906	130	10	that	that	SCONJ
ajst-30906	130	11	the	the	DET
ajst-30906	130	12	demand	demand	NOUN
ajst-30906	130	13	for	for	ADP
ajst-30906	130	14	temporary	temporary	ADJ
ajst-30906	130	15	parking	parking	NOUN
ajst-30906	130	16	spaces	space	NOUN
ajst-30906	130	17	during	during	ADP
ajst-30906	130	18	the	the	DET
ajst-30906	130	19	may	may	PROPN
ajst-30906	130	20	day	day	NOUN
ajst-30906	130	21	golden	golden	ADJ
ajst-30906	130	22	week	week	NOUN
ajst-30906	130	23	is	be	AUX
ajst-30906	130	24	340,662	340,662	NUM
ajst-30906	130	25	.	.	PUNCT
ajst-30906	131	1	this	this	DET
ajst-30906	131	2	result	result	NOUN
ajst-30906	131	3	provides	provide	VERB
ajst-30906	131	4	important	important	ADJ
ajst-30906	131	5	decision	decision	NOUN
ajst-30906	131	6	-	-	PUNCT
ajst-30906	131	7	making	make	VERB
ajst-30906	131	8	support	support	NOUN
ajst-30906	131	9	for	for	ADP
ajst-30906	131	10	scenic	scenic	ADJ
ajst-30906	131	11	area	area	NOUN
ajst-30906	131	12	management	management	NOUN
ajst-30906	131	13	.	.	PUNCT
ajst-30906	132	1	the	the	DET
ajst-30906	132	2	results	result	NOUN
ajst-30906	132	3	of	of	ADP
ajst-30906	132	4	the	the	DET
ajst-30906	132	5	parking	parking	NOUN
ajst-30906	132	6	demand	demand	NOUN
ajst-30906	132	7	estimation	estimation	NOUN
ajst-30906	132	8	model	model	NOUN
ajst-30906	132	9	indicate	indicate	VERB
ajst-30906	132	10	a	a	DET
ajst-30906	132	11	substantial	substantial	ADJ
ajst-30906	132	12	parking	parking	NOUN
ajst-30906	132	13	demand	demand	NOUN
ajst-30906	132	14	during	during	ADP
ajst-30906	132	15	the	the	DET
ajst-30906	132	16	may	may	PROPN
ajst-30906	132	17	day	day	NOUN
ajst-30906	132	18	golden	golden	ADJ
ajst-30906	132	19	week	week	NOUN
ajst-30906	132	20	.	.	PUNCT
ajst-30906	133	1	by	by	ADP
ajst-30906	133	2	scientifically	scientifically	ADV
ajst-30906	133	3	predicting	predict	VERB
ajst-30906	133	4	parking	parking	NOUN
ajst-30906	133	5	demand	demand	NOUN
ajst-30906	133	6	,	,	PUNCT
ajst-30906	133	7	scenic	scenic	ADJ
ajst-30906	133	8	area	area	NOUN
ajst-30906	133	9	managers	manager	NOUN
ajst-30906	133	10	can	can	AUX
ajst-30906	133	11	plan	plan	VERB
ajst-30906	133	12	temporary	temporary	ADJ
ajst-30906	133	13	parking	parking	NOUN
ajst-30906	133	14	spaces	space	NOUN
ajst-30906	133	15	in	in	ADP
ajst-30906	133	16	advance	advance	NOUN
ajst-30906	133	17	,	,	PUNCT
ajst-30906	133	18	allocate	allocate	ADJ
ajst-30906	133	19	parking	parking	NOUN
ajst-30906	133	20	resources	resource	NOUN
ajst-30906	133	21	more	more	ADV
ajst-30906	133	22	efficiently	efficiently	ADV
ajst-30906	133	23	,	,	PUNCT
ajst-30906	133	24	and	and	CCONJ
ajst-30906	133	25	reduce	reduce	VERB
ajst-30906	133	26	the	the	DET
ajst-30906	133	27	time	time	NOUN
ajst-30906	133	28	vehicles	vehicle	NOUN
ajst-30906	133	29	spend	spend	VERB
ajst-30906	133	30	searching	search	VERB
ajst-30906	133	31	for	for	ADP
ajst-30906	133	32	parking	parking	NOUN
ajst-30906	133	33	spots	spot	NOUN
ajst-30906	133	34	.	.	PUNCT
ajst-30906	134	1	this	this	PRON
ajst-30906	134	2	alleviates	alleviate	VERB
ajst-30906	134	3	traffic	traffic	NOUN
ajst-30906	134	4	congestion	congestion	NOUN
ajst-30906	134	5	and	and	CCONJ
ajst-30906	134	6	enhances	enhance	VERB
ajst-30906	134	7	the	the	DET
ajst-30906	134	8	travel	travel	NOUN
ajst-30906	134	9	experience	experience	NOUN
ajst-30906	134	10	for	for	ADP
ajst-30906	134	11	visitors	visitor	NOUN
ajst-30906	134	12	.	.	PUNCT
ajst-30906	135	1	additionally	additionally	ADV
ajst-30906	135	2	,	,	PUNCT
ajst-30906	135	3	this	this	DET
ajst-30906	135	4	model	model	NOUN
ajst-30906	135	5	can	can	AUX
ajst-30906	135	6	be	be	AUX
ajst-30906	135	7	applied	apply	VERB
ajst-30906	135	8	to	to	ADP
ajst-30906	135	9	other	other	ADJ
ajst-30906	135	10	similar	similar	ADJ
ajst-30906	135	11	scenarios	scenario	NOUN
ajst-30906	135	12	for	for	ADP
ajst-30906	135	13	parking	parking	NOUN
ajst-30906	135	14	demand	demand	NOUN
ajst-30906	135	15	prediction	prediction	NOUN
ajst-30906	135	16	,	,	PUNCT
ajst-30906	135	17	offering	offer	VERB
ajst-30906	135	18	broad	broad	ADJ
ajst-30906	135	19	application	application	NOUN
ajst-30906	135	20	value	value	NOUN
ajst-30906	135	21	.	.	PUNCT
ajst-30906	136	1	4	4	X
ajst-30906	136	2	.	.	X
ajst-30906	136	3	conclusions	conclusion	NOUN
ajst-30906	136	4	and	and	CCONJ
ajst-30906	136	5	outlooks	outlook	NOUN
ajst-30906	136	6	the	the	DET
ajst-30906	136	7	research	research	NOUN
ajst-30906	136	8	employing	employ	VERB
ajst-30906	136	9	the	the	DET
ajst-30906	136	10	moving	move	VERB
ajst-30906	136	11	average	average	ADJ
ajst-30906	136	12	method	method	NOUN
ajst-30906	136	13	,	,	PUNCT
ajst-30906	136	14	time	time	NOUN
ajst-30906	136	15	discretization	discretization	NOUN
ajst-30906	136	16	,	,	PUNCT
ajst-30906	136	17	phase	phase	NOUN
ajst-30906	136	18	analysis	analysis	NOUN
ajst-30906	136	19	,	,	PUNCT
ajst-30906	136	20	location	location	NOUN
ajst-30906	136	21	backtracking	backtracking	NOUN
ajst-30906	136	22	method	method	NOUN
ajst-30906	136	23	,	,	PUNCT
ajst-30906	136	24	and	and	CCONJ
ajst-30906	136	25	parking	parking	NOUN
ajst-30906	136	26	demand	demand	NOUN
ajst-30906	136	27	estimation	estimation	NOUN
ajst-30906	136	28	model	model	NOUN
ajst-30906	136	29	has	have	AUX
ajst-30906	136	30	effectively	effectively	ADV
ajst-30906	136	31	addressed	address	VERB
ajst-30906	136	32	critical	critical	ADJ
ajst-30906	136	33	issues	issue	NOUN
ajst-30906	136	34	in	in	ADP
ajst-30906	136	35	traffic	traffic	NOUN
ajst-30906	136	36	flow	flow	NOUN
ajst-30906	136	37	and	and	CCONJ
ajst-30906	136	38	parking	parking	NOUN
ajst-30906	136	39	demand	demand	NOUN
ajst-30906	136	40	management	management	NOUN
ajst-30906	136	41	in	in	ADP
ajst-30906	136	42	scenic	scenic	ADJ
ajst-30906	136	43	areas	area	NOUN
ajst-30906	136	44	.	.	PUNCT
ajst-30906	137	1	these	these	DET
ajst-30906	137	2	methods	method	NOUN
ajst-30906	137	3	have	have	AUX
ajst-30906	137	4	provided	provide	VERB
ajst-30906	137	5	a	a	DET
ajst-30906	137	6	comprehensive	comprehensive	ADJ
ajst-30906	137	7	understanding	understanding	NOUN
ajst-30906	137	8	of	of	ADP
ajst-30906	137	9	traffic	traffic	NOUN
ajst-30906	137	10	patterns	pattern	NOUN
ajst-30906	137	11	and	and	CCONJ
ajst-30906	137	12	parking	parking	NOUN
ajst-30906	137	13	needs	need	NOUN
ajst-30906	137	14	,	,	PUNCT
ajst-30906	137	15	enabling	enable	VERB
ajst-30906	137	16	more	more	ADV
ajst-30906	137	17	efficient	efficient	ADJ
ajst-30906	137	18	traffic	traffic	NOUN
ajst-30906	137	19	signal	signal	NOUN
ajst-30906	137	20	optimization	optimization	NOUN
ajst-30906	137	21	and	and	CCONJ
ajst-30906	137	22	parking	parking	NOUN
ajst-30906	137	23	resource	resource	NOUN
ajst-30906	137	24	allocation	allocation	NOUN
ajst-30906	137	25	.	.	PUNCT
ajst-30906	138	1	specifically	specifically	ADV
ajst-30906	138	2	,	,	PUNCT
ajst-30906	138	3	the	the	DET
ajst-30906	138	4	moving	move	VERB
ajst-30906	138	5	average	average	ADJ
ajst-30906	138	6	method	method	NOUN
ajst-30906	138	7	smoothed	smooth	VERB
ajst-30906	138	8	out	out	ADP
ajst-30906	138	9	short	short	ADJ
ajst-30906	138	10	-	-	PUNCT
ajst-30906	138	11	term	term	NOUN
ajst-30906	138	12	fluctuations	fluctuation	NOUN
ajst-30906	138	13	in	in	ADP
ajst-30906	138	14	traffic	traffic	NOUN
ajst-30906	138	15	data	datum	NOUN
ajst-30906	138	16	,	,	PUNCT
ajst-30906	138	17	revealing	reveal	VERB
ajst-30906	138	18	long	long	ADJ
ajst-30906	138	19	-	-	PUNCT
ajst-30906	138	20	term	term	NOUN
ajst-30906	138	21	trends	trend	NOUN
ajst-30906	138	22	and	and	CCONJ
ajst-30906	138	23	facilitating	facilitate	VERB
ajst-30906	138	24	the	the	DET
ajst-30906	138	25	identification	identification	NOUN
ajst-30906	138	26	of	of	ADP
ajst-30906	138	27	peak	peak	NOUN
ajst-30906	138	28	traffic	traffic	NOUN
ajst-30906	138	29	periods	period	NOUN
ajst-30906	138	30	.	.	PUNCT
ajst-30906	139	1	time	time	NOUN
ajst-30906	139	2	discretization	discretization	NOUN
ajst-30906	139	3	allowed	allow	VERB
ajst-30906	139	4	for	for	ADP
ajst-30906	139	5	a	a	DET
ajst-30906	139	6	detailed	detailed	ADJ
ajst-30906	139	7	examination	examination	NOUN
ajst-30906	139	8	of	of	ADP
ajst-30906	139	9	traffic	traffic	NOUN
ajst-30906	139	10	volume	volume	NOUN
ajst-30906	139	11	changes	change	NOUN
ajst-30906	139	12	throughout	throughout	ADP
ajst-30906	139	13	the	the	DET
ajst-30906	139	14	day	day	NOUN
ajst-30906	139	15	,	,	PUNCT
ajst-30906	139	16	highlighting	highlight	VERB
ajst-30906	139	17	distinct	distinct	ADJ
ajst-30906	139	18	peak	peak	NOUN
ajst-30906	139	19	and	and	CCONJ
ajst-30906	139	20	off	off	ADP
ajst-30906	139	21	-	-	PUNCT
ajst-30906	139	22	peak	peak	NOUN
ajst-30906	139	23	periods	period	NOUN
ajst-30906	139	24	.	.	PUNCT
ajst-30906	140	1	phase	phase	NOUN
ajst-30906	140	2	analysis	analysis	NOUN
ajst-30906	140	3	offered	offer	VERB
ajst-30906	140	4	insights	insight	NOUN
ajst-30906	140	5	into	into	ADP
ajst-30906	140	6	directional	directional	ADJ
ajst-30906	140	7	traffic	traffic	NOUN
ajst-30906	140	8	flows	flow	NOUN
ajst-30906	140	9	,	,	PUNCT
ajst-30906	140	10	pinpointing	pinpoint	VERB
ajst-30906	140	11	the	the	DET
ajst-30906	140	12	busiest	busy	ADJ
ajst-30906	140	13	directions	direction	NOUN
ajst-30906	140	14	during	during	ADP
ajst-30906	140	15	specific	specific	ADJ
ajst-30906	140	16	times	time	NOUN
ajst-30906	140	17	.	.	PUNCT
ajst-30906	141	1	the	the	DET
ajst-30906	141	2	location	location	NOUN
ajst-30906	141	3	backtracking	backtracking	NOUN
ajst-30906	141	4	method	method	NOUN
ajst-30906	141	5	successfully	successfully	ADV
ajst-30906	141	6	identified	identify	VERB
ajst-30906	141	7	cruising	cruising	NOUN
ajst-30906	141	8	vehicles	vehicle	NOUN
ajst-30906	141	9	,	,	PUNCT
ajst-30906	141	10	which	which	PRON
ajst-30906	141	11	are	be	AUX
ajst-30906	141	12	indicative	indicative	ADJ
ajst-30906	141	13	of	of	ADP
ajst-30906	141	14	parking	parking	NOUN
ajst-30906	141	15	search	search	NOUN
ajst-30906	141	16	behavior	behavior	NOUN
ajst-30906	141	17	,	,	PUNCT
ajst-30906	141	18	and	and	CCONJ
ajst-30906	141	19	estimated	estimate	VERB
ajst-30906	141	20	the	the	DET
ajst-30906	141	21	corresponding	corresponding	ADJ
ajst-30906	141	22	parking	parking	NOUN
ajst-30906	141	23	demand	demand	NOUN
ajst-30906	141	24	.	.	PUNCT
ajst-30906	142	1	finally	finally	ADV
ajst-30906	142	2	,	,	PUNCT
ajst-30906	142	3	the	the	DET
ajst-30906	142	4	parking	parking	NOUN
ajst-30906	142	5	demand	demand	NOUN
ajst-30906	142	6	estimation	estimation	NOUN
ajst-30906	142	7	model	model	NOUN
ajst-30906	142	8	provided	provide	VERB
ajst-30906	142	9	a	a	DET
ajst-30906	142	10	scientific	scientific	ADJ
ajst-30906	142	11	basis	basis	NOUN
ajst-30906	142	12	for	for	ADP
ajst-30906	142	13	predicting	predict	VERB
ajst-30906	142	14	parking	parking	NOUN
ajst-30906	142	15	needs	need	NOUN
ajst-30906	142	16	,	,	PUNCT
ajst-30906	142	17	aiding	aid	VERB
ajst-30906	142	18	in	in	ADP
ajst-30906	142	19	the	the	DET
ajst-30906	142	20	planning	planning	NOUN
ajst-30906	142	21	and	and	CCONJ
ajst-30906	142	22	allocation	allocation	NOUN
ajst-30906	142	23	of	of	ADP
ajst-30906	142	24	parking	parking	NOUN
ajst-30906	142	25	facilities	facility	NOUN
ajst-30906	142	26	.	.	PUNCT
ajst-30906	143	1	collectively	collectively	ADV
ajst-30906	143	2	,	,	PUNCT
ajst-30906	143	3	these	these	DET
ajst-30906	143	4	methods	method	NOUN
ajst-30906	143	5	have	have	AUX
ajst-30906	143	6	enhanced	enhance	VERB
ajst-30906	143	7	traffic	traffic	NOUN
ajst-30906	143	8	management	management	NOUN
ajst-30906	143	9	efficiency	efficiency	NOUN
ajst-30906	143	10	and	and	CCONJ
ajst-30906	143	11	improved	improve	VERB
ajst-30906	143	12	the	the	DET
ajst-30906	143	13	travel	travel	NOUN
ajst-30906	143	14	experience	experience	NOUN
ajst-30906	143	15	for	for	ADP
ajst-30906	143	16	visitors	visitor	NOUN
ajst-30906	143	17	in	in	ADP
ajst-30906	143	18	scenic	scenic	ADJ
ajst-30906	143	19	areas	area	NOUN
ajst-30906	143	20	.	.	PUNCT
ajst-30906	144	1	the	the	DET
ajst-30906	144	2	significance	significance	NOUN
ajst-30906	144	3	of	of	ADP
ajst-30906	144	4	this	this	DET
ajst-30906	144	5	research	research	NOUN
ajst-30906	144	6	lies	lie	VERB
ajst-30906	144	7	in	in	ADP
ajst-30906	144	8	its	its	PRON
ajst-30906	144	9	ability	ability	NOUN
ajst-30906	144	10	to	to	PART
ajst-30906	144	11	provide	provide	VERB
ajst-30906	144	12	actionable	actionable	ADJ
ajst-30906	144	13	insights	insight	NOUN
ajst-30906	144	14	for	for	ADP
ajst-30906	144	15	traffic	traffic	NOUN
ajst-30906	144	16	and	and	CCONJ
ajst-30906	144	17	parking	parking	NOUN
ajst-30906	144	18	management	management	NOUN
ajst-30906	144	19	,	,	PUNCT
ajst-30906	144	20	which	which	PRON
ajst-30906	144	21	can	can	AUX
ajst-30906	144	22	be	be	AUX
ajst-30906	144	23	applied	apply	VERB
ajst-30906	144	24	not	not	PART
ajst-30906	144	25	only	only	ADV
ajst-30906	144	26	to	to	ADP
ajst-30906	144	27	scenic	scenic	ADJ
ajst-30906	144	28	areas	area	NOUN
ajst-30906	144	29	but	but	CCONJ
ajst-30906	144	30	also	also	ADV
ajst-30906	144	31	to	to	ADP
ajst-30906	144	32	urban	urban	ADJ
ajst-30906	144	33	traffic	traffic	NOUN
ajst-30906	144	34	planning	planning	NOUN
ajst-30906	144	35	and	and	CCONJ
ajst-30906	144	36	management	management	NOUN
ajst-30906	144	37	in	in	ADP
ajst-30906	144	38	other	other	ADJ
ajst-30906	144	39	high	high	ADJ
ajst-30906	144	40	-	-	PUNCT
ajst-30906	144	41	demand	demand	NOUN
ajst-30906	144	42	locations	location	NOUN
ajst-30906	144	43	.	.	PUNCT
ajst-30906	145	1	while	while	SCONJ
ajst-30906	145	2	the	the	DET
ajst-30906	145	3	models	model	NOUN
ajst-30906	145	4	and	and	CCONJ
ajst-30906	145	5	methods	method	NOUN
ajst-30906	145	6	used	use	VERB
ajst-30906	145	7	in	in	ADP
ajst-30906	145	8	this	this	DET
ajst-30906	145	9	study	study	NOUN
ajst-30906	145	10	have	have	AUX
ajst-30906	145	11	proven	prove	VERB
ajst-30906	145	12	effective	effective	ADJ
ajst-30906	145	13	in	in	ADP
ajst-30906	145	14	addressing	address	VERB
ajst-30906	145	15	specific	specific	ADJ
ajst-30906	145	16	traffic	traffic	NOUN
ajst-30906	145	17	and	and	CCONJ
ajst-30906	145	18	parking	parking	NOUN
ajst-30906	145	19	challenges	challenge	NOUN
ajst-30906	145	20	,	,	PUNCT
ajst-30906	145	21	there	there	PRON
ajst-30906	145	22	are	be	VERB
ajst-30906	145	23	areas	area	NOUN
ajst-30906	145	24	for	for	ADP
ajst-30906	145	25	improvement	improvement	NOUN
ajst-30906	145	26	and	and	CCONJ
ajst-30906	145	27	further	further	ADJ
ajst-30906	145	28	research	research	NOUN
ajst-30906	145	29	.	.	PUNCT
ajst-30906	146	1	one	one	NUM
ajst-30906	146	2	limitation	limitation	NOUN
ajst-30906	146	3	is	be	AUX
ajst-30906	146	4	the	the	DET
ajst-30906	146	5	reliance	reliance	NOUN
ajst-30906	146	6	on	on	ADP
ajst-30906	146	7	historical	historical	ADJ
ajst-30906	146	8	data	datum	NOUN
ajst-30906	146	9	for	for	ADP
ajst-30906	146	10	predictions	prediction	NOUN
ajst-30906	146	11	,	,	PUNCT
ajst-30906	146	12	which	which	PRON
ajst-30906	146	13	may	may	AUX
ajst-30906	146	14	not	not	PART
ajst-30906	146	15	fully	fully	ADV
ajst-30906	146	16	account	account	VERB
ajst-30906	146	17	for	for	ADP
ajst-30906	146	18	sudden	sudden	ADJ
ajst-30906	146	19	changes	change	NOUN
ajst-30906	146	20	in	in	ADP
ajst-30906	146	21	traffic	traffic	NOUN
ajst-30906	146	22	patterns	pattern	NOUN
ajst-30906	146	23	due	due	ADP
ajst-30906	146	24	to	to	ADP
ajst-30906	146	25	unforeseen	unforeseen	ADJ
ajst-30906	146	26	events	event	NOUN
ajst-30906	146	27	or	or	CCONJ
ajst-30906	146	28	new	new	ADJ
ajst-30906	146	29	developments	development	NOUN
ajst-30906	146	30	in	in	ADP
ajst-30906	146	31	the	the	DET
ajst-30906	146	32	area	area	NOUN
ajst-30906	146	33	.	.	PUNCT
ajst-30906	147	1	additionally	additionally	ADV
ajst-30906	147	2	,	,	PUNCT
ajst-30906	147	3	the	the	DET
ajst-30906	147	4	assumptions	assumption	NOUN
ajst-30906	147	5	made	make	VERB
ajst-30906	147	6	in	in	ADP
ajst-30906	147	7	the	the	DET
ajst-30906	147	8	location	location	NOUN
ajst-30906	147	9	backtracking	backtracking	NOUN
ajst-30906	147	10	method	method	NOUN
ajst-30906	147	11	and	and	CCONJ
ajst-30906	147	12	parking	parking	NOUN
ajst-30906	147	13	demand	demand	NOUN
ajst-30906	147	14	estimation	estimation	NOUN
ajst-30906	147	15	model	model	NOUN
ajst-30906	147	16	,	,	PUNCT
ajst-30906	147	17	such	such	ADJ
ajst-30906	147	18	as	as	ADP
ajst-30906	147	19	the	the	DET
ajst-30906	147	20	average	average	ADJ
ajst-30906	147	21	search	search	NOUN
ajst-30906	147	22	time	time	NOUN
ajst-30906	147	23	for	for	ADP
ajst-30906	147	24	parking	parking	NOUN
ajst-30906	147	25	,	,	PUNCT
ajst-30906	147	26	may	may	AUX
ajst-30906	147	27	not	not	PART
ajst-30906	147	28	accurately	accurately	ADV
ajst-30906	147	29	reflect	reflect	VERB
ajst-30906	147	30	real	real	ADJ
ajst-30906	147	31	-	-	PUNCT
ajst-30906	147	32	world	world	NOUN
ajst-30906	147	33	variability	variability	NOUN
ajst-30906	147	34	.	.	PUNCT
ajst-30906	148	1	future	future	ADJ
ajst-30906	148	2	work	work	NOUN
ajst-30906	148	3	could	could	AUX
ajst-30906	148	4	involve	involve	VERB
ajst-30906	148	5	incorporating	incorporate	VERB
ajst-30906	148	6	real	real	ADJ
ajst-30906	148	7	-	-	PUNCT
ajst-30906	148	8	time	time	NOUN
ajst-30906	148	9	data	datum	NOUN
ajst-30906	148	10	and	and	CCONJ
ajst-30906	148	11	more	more	ADV
ajst-30906	148	12	sophisticated	sophisticated	ADJ
ajst-30906	148	13	machine	machine	NOUN
ajst-30906	148	14	-	-	PUNCT
ajst-30906	148	15	learning	learn	VERB
ajst-30906	148	16	algorithms	algorithm	NOUN
ajst-30906	148	17	to	to	PART
ajst-30906	148	18	enhance	enhance	VERB
ajst-30906	148	19	the	the	DET
ajst-30906	148	20	accuracy	accuracy	NOUN
ajst-30906	148	21	and	and	CCONJ
ajst-30906	148	22	adaptability	adaptability	NOUN
ajst-30906	148	23	of	of	ADP
ajst-30906	148	24	these	these	DET
ajst-30906	148	25	models	model	NOUN
ajst-30906	148	26	.	.	PUNCT
ajst-30906	149	1	furthermore	furthermore	ADV
ajst-30906	149	2	,	,	PUNCT
ajst-30906	149	3	expanding	expand	VERB
ajst-30906	149	4	the	the	DET
ajst-30906	149	5	scope	scope	NOUN
ajst-30906	149	6	to	to	PART
ajst-30906	149	7	include	include	VERB
ajst-30906	149	8	other	other	ADJ
ajst-30906	149	9	factors	factor	NOUN
ajst-30906	149	10	,	,	PUNCT
ajst-30906	149	11	such	such	ADJ
ajst-30906	149	12	as	as	ADP
ajst-30906	149	13	the	the	DET
ajst-30906	149	14	impact	impact	NOUN
ajst-30906	149	15	of	of	ADP
ajst-30906	149	16	special	special	ADJ
ajst-30906	149	17	events	event	NOUN
ajst-30906	149	18	or	or	CCONJ
ajst-30906	149	19	seasonal	seasonal	ADJ
ajst-30906	149	20	variations	variation	NOUN
ajst-30906	149	21	,	,	PUNCT
ajst-30906	149	22	could	could	AUX
ajst-30906	149	23	provide	provide	VERB
ajst-30906	149	24	a	a	DET
ajst-30906	149	25	more	more	ADV
ajst-30906	149	26	holistic	holistic	ADJ
ajst-30906	149	27	view	view	NOUN
ajst-30906	149	28	of	of	ADP
ajst-30906	149	29	traffic	traffic	NOUN
ajst-30906	149	30	and	and	CCONJ
ajst-30906	149	31	parking	parking	NOUN
ajst-30906	149	32	demands	demand	NOUN
ajst-30906	149	33	.	.	PUNCT
ajst-30906	150	1	overall	overall	ADV
ajst-30906	150	2	,	,	PUNCT
ajst-30906	150	3	while	while	SCONJ
ajst-30906	150	4	the	the	DET
ajst-30906	150	5	current	current	ADJ
ajst-30906	150	6	models	model	NOUN
ajst-30906	150	7	offer	offer	VERB
ajst-30906	150	8	valuable	valuable	ADJ
ajst-30906	150	9	insights	insight	NOUN
ajst-30906	150	10	,	,	PUNCT
ajst-30906	150	11	continuous	continuous	ADJ
ajst-30906	150	12	refinement	refinement	NOUN
ajst-30906	150	13	and	and	CCONJ
ajst-30906	150	14	integration	integration	NOUN
ajst-30906	150	15	of	of	ADP
ajst-30906	150	16	advanced	advanced	ADJ
ajst-30906	150	17	technologies	technology	NOUN
ajst-30906	150	18	will	will	AUX
ajst-30906	150	19	be	be	AUX
ajst-30906	150	20	essential	essential	ADJ
ajst-30906	150	21	for	for	ADP
ajst-30906	150	22	addressing	address	VERB
ajst-30906	150	23	the	the	DET
ajst-30906	150	24	dynamic	dynamic	ADJ
ajst-30906	150	25	nature	nature	NOUN
ajst-30906	150	26	of	of	ADP
ajst-30906	150	27	traffic	traffic	NOUN
ajst-30906	150	28	and	and	CCONJ
ajst-30906	150	29	parking	parking	NOUN
ajst-30906	150	30	management	management	NOUN
ajst-30906	150	31	.	.	PUNCT
ajst-30906	151	1	references	reference	NOUN
ajst-30906	151	2	[	[	X
ajst-30906	151	3	1	1	NUM
ajst-30906	151	4	]	]	X
ajst-30906	151	5	lu	lu	NOUN
ajst-30906	151	6	h	h	NOUN
ajst-30906	151	7	,	,	PUNCT
ajst-30906	151	8	zhang	zhang	PROPN
ajst-30906	151	9	j	j	PROPN
ajst-30906	151	10	,	,	PUNCT
ajst-30906	151	11	xu	xu	PROPN
ajst-30906	152	1	z	z	PROPN
ajst-30906	152	2	,	,	PUNCT
ajst-30906	152	3	et	et	PROPN
ajst-30906	152	4	al	al	PROPN
ajst-30906	152	5	.	.	PROPN
ajst-30906	152	6	prediction	prediction	NOUN
ajst-30906	152	7	of	of	ADP
ajst-30906	152	8	tourist	tourist	NOUN
ajst-30906	152	9	flow	flow	NOUN
ajst-30906	152	10	based	base	VERB
ajst-30906	152	11	on	on	ADP
ajst-30906	152	12	multi‐source	multi‐source	PRON
ajst-30906	152	13	traffic	traffic	NOUN
ajst-30906	152	14	data	datum	NOUN
ajst-30906	152	15	in	in	ADP
ajst-30906	152	16	scenic	scenic	ADJ
ajst-30906	152	17	spot[j	spot[j	PRON
ajst-30906	152	18	]	]	PUNCT
ajst-30906	152	19	.	.	PUNCT
ajst-30906	153	1	transactions	transaction	NOUN
ajst-30906	153	2	in	in	ADP
ajst-30906	153	3	gis	gis	NOUN
ajst-30906	153	4	,	,	PUNCT
ajst-30906	153	5	2021	2021	NUM
ajst-30906	153	6	,	,	PUNCT
ajst-30906	153	7	25(2	25(2	NUM
ajst-30906	153	8	):	):	PUNCT
ajst-30906	153	9	1082	1082	NUM
ajst-30906	153	10	-	-	SYM
ajst-30906	153	11	1103	1103	NUM
ajst-30906	153	12	.	.	PUNCT
ajst-30906	154	1	[	[	X
ajst-30906	154	2	2	2	NUM
ajst-30906	154	3	]	]	X
ajst-30906	154	4	gao	gao	PROPN
ajst-30906	154	5	f	f	PROPN
ajst-30906	154	6	,	,	PUNCT
ajst-30906	154	7	liu	liu	PROPN
ajst-30906	154	8	y	y	PROPN
ajst-30906	154	9	,	,	PUNCT
ajst-30906	154	10	zhang	zhang	PROPN
ajst-30906	154	11	l.	l.	PROPN
ajst-30906	154	12	research	research	PROPN
ajst-30906	154	13	on	on	ADP
ajst-30906	154	14	the	the	DET
ajst-30906	154	15	forecast	forecast	NOUN
ajst-30906	154	16	model	model	NOUN
ajst-30906	154	17	of	of	ADP
ajst-30906	154	18	tourist	tourist	NOUN
ajst-30906	154	19	flow	flow	NOUN
ajst-30906	154	20	in	in	ADP
ajst-30906	154	21	scenic	scenic	ADJ
ajst-30906	154	22	spots	spot	NOUN
ajst-30906	154	23	based	base	VERB
ajst-30906	154	24	on	on	ADP
ajst-30906	154	25	big	big	ADJ
ajst-30906	154	26	data	datum	NOUN
ajst-30906	154	27	analysis[c]//2021	analysis[c]//2021	PROPN
ajst-30906	154	28	2nd	2nd	ADJ
ajst-30906	154	29	artificial	artificial	ADJ
ajst-30906	154	30	intelligence	intelligence	NOUN
ajst-30906	154	31	and	and	CCONJ
ajst-30906	154	32	complex	complex	ADJ
ajst-30906	154	33	systems	system	NOUN
ajst-30906	154	34	conference	conference	NOUN
ajst-30906	154	35	.	.	PUNCT
ajst-30906	155	1	2021	2021	NUM
ajst-30906	155	2	:	:	PUNCT
ajst-30906	155	3	198	198	NUM
ajst-30906	155	4	-	-	SYM
ajst-30906	155	5	201	201	NUM
ajst-30906	155	6	.	.	PUNCT
ajst-30906	156	1	[	[	X
ajst-30906	156	2	3	3	X
ajst-30906	156	3	]	]	SYM
ajst-30906	156	4	litman	litman	NOUN
ajst-30906	156	5	t.	t.	PROPN
ajst-30906	156	6	parking	parking	PROPN
ajst-30906	156	7	management	management	PROPN
ajst-30906	156	8	best	well	ADV
ajst-30906	156	9	practices[m	practices[m	NOUN
ajst-30906	156	10	]	]	PUNCT
ajst-30906	156	11	.	.	PUNCT
ajst-30906	157	1	new	new	PROPN
ajst-30906	157	2	york	york	PROPN
ajst-30906	157	3	:	:	PUNCT
ajst-30906	157	4	routledge	routledge	PROPN
ajst-30906	157	5	,	,	PUNCT
ajst-30906	157	6	2020	2020	NUM
ajst-30906	157	7	.	.	PUNCT
ajst-30906	158	1	[	[	X
ajst-30906	158	2	4	4	NUM
ajst-30906	158	3	]	]	X
ajst-30906	158	4	bilotta	bilotta	NOUN
ajst-30906	158	5	s	s	PROPN
ajst-30906	158	6	,	,	PUNCT
ajst-30906	158	7	nesi	nesi	PROPN
ajst-30906	158	8	p.	p.	PROPN
ajst-30906	158	9	traffic	traffic	NOUN
ajst-30906	158	10	flow	flow	NOUN
ajst-30906	158	11	reconstruction	reconstruction	NOUN
ajst-30906	158	12	by	by	ADP
ajst-30906	158	13	solving	solve	VERB
ajst-30906	158	14	indeterminacy	indeterminacy	NOUN
ajst-30906	158	15	on	on	ADP
ajst-30906	158	16	traffic	traffic	NOUN
ajst-30906	158	17	distribution	distribution	NOUN
ajst-30906	158	18	at	at	ADP
ajst-30906	158	19	junctions[j	junctions[j	NOUN
ajst-30906	158	20	]	]	PUNCT
ajst-30906	158	21	.	.	PUNCT
ajst-30906	159	1	future	future	ADJ
ajst-30906	159	2	generation	generation	NOUN
ajst-30906	159	3	computer	computer	NOUN
ajst-30906	159	4	systems	system	NOUN
ajst-30906	159	5	,	,	PUNCT
ajst-30906	159	6	2021	2021	NUM
ajst-30906	159	7	,	,	PUNCT
ajst-30906	159	8	114	114	NUM
ajst-30906	159	9	:	:	PUNCT
ajst-30906	159	10	649	649	NUM
ajst-30906	159	11	-	-	SYM
ajst-30906	159	12	660	660	NUM
ajst-30906	159	13	.	.	PUNCT
ajst-30906	160	1	[	[	X
ajst-30906	160	2	5	5	NUM
ajst-30906	160	3	]	]	X
ajst-30906	160	4	medina	medina	PROPN
ajst-30906	160	5	-	-	PUNCT
ajst-30906	160	6	salgado	salgado	PROPN
ajst-30906	160	7	b.urban	b.urban	NOUN
ajst-30906	160	8	traffic	traffic	NOUN
ajst-30906	160	9	flow	flow	NOUN
ajst-30906	160	10	prediction	prediction	NOUN
ajst-30906	160	11	techniques	technique	NOUN
ajst-30906	160	12	:	:	PUNCT
ajst-30906	160	13	a	a	DET
ajst-30906	160	14	review	review	NOUN
ajst-30906	160	15	[	[	X
ajst-30906	160	16	j	j	X
ajst-30906	160	17	]	]	X
ajst-30906	160	18	.	.	PUNCT
ajst-30906	161	1	sustainable	sustainable	ADJ
ajst-30906	161	2	computing	computing	NOUN
ajst-30906	161	3	:	:	PUNCT
ajst-30906	161	4	informatics	informatic	NOUN
ajst-30906	161	5	and	and	CCONJ
ajst-30906	161	6	systems	system	NOUN
ajst-30906	161	7	,	,	PUNCT
ajst-30906	161	8	2022	2022	NUM
ajst-30906	161	9	,	,	PUNCT
ajst-30906	161	10	35	35	NUM
ajst-30906	161	11	:	:	SYM
ajst-30906	161	12	100739	100739	NUM
ajst-30906	161	13	.	.	PUNCT
ajst-30906	162	1	[	[	X
ajst-30906	162	2	6	6	NUM
ajst-30906	162	3	]	]	PUNCT
ajst-30906	162	4	qadri	qadri	PROPN
ajst-30906	162	5	s	s	PROPN
ajst-30906	162	6	s	s	PROPN
ajst-30906	162	7	s	s	NOUN
ajst-30906	162	8	m	m	PROPN
ajst-30906	162	9	,	,	PUNCT
ajst-30906	162	10	gökçe	gökçe	PROPN
ajst-30906	162	11	m	m	PROPN
ajst-30906	162	12	a	a	DET
ajst-30906	162	13	,	,	PUNCT
ajst-30906	162	14	öner	öner	NOUN
ajst-30906	162	15	e.	e.	PROPN
ajst-30906	162	16	state	state	PROPN
ajst-30906	162	17	-	-	PUNCT
ajst-30906	162	18	of	of	ADP
ajst-30906	162	19	-	-	PUNCT
ajst-30906	162	20	art	art	NOUN
ajst-30906	162	21	review	review	NOUN
ajst-30906	162	22	of	of	ADP
ajst-30906	162	23	traffic	traffic	NOUN
ajst-30906	162	24	signal	signal	NOUN
ajst-30906	162	25	control	control	NOUN
ajst-30906	162	26	methods	method	NOUN
ajst-30906	162	27	:	:	PUNCT
ajst-30906	162	28	challenges	challenge	NOUN
ajst-30906	162	29	and	and	CCONJ
ajst-30906	162	30	opportunities[j	opportunities[j	NOUN
ajst-30906	162	31	]	]	PUNCT
ajst-30906	162	32	.	.	PUNCT
ajst-30906	163	1	european	european	PROPN
ajst-30906	163	2	transport	transport	PROPN
ajst-30906	163	3	research	research	PROPN
ajst-30906	163	4	review	review	PROPN
ajst-30906	163	5	,	,	PUNCT
ajst-30906	163	6	2020	2020	NUM
ajst-30906	163	7	,	,	PUNCT
ajst-30906	163	8	12	12	NUM
ajst-30906	163	9	:	:	SYM
ajst-30906	163	10	1	1	NUM
ajst-30906	163	11	-	-	SYM
ajst-30906	163	12	23	23	NUM
ajst-30906	163	13	.	.	PUNCT
ajst-30906	164	1	[	[	X
ajst-30906	164	2	7	7	X
ajst-30906	164	3	]	]	PUNCT
ajst-30906	164	4	abbood	abbood	NOUN
ajst-30906	164	5	a	a	DET
ajst-30906	164	6	n	n	CCONJ
ajst-30906	164	7	,	,	PUNCT
ajst-30906	164	8	ahmed	ahme	VERB
ajst-30906	164	9	a	a	DET
ajst-30906	164	10	r	r	NOUN
ajst-30906	164	11	i	i	PROPN
ajst-30906	164	12	,	,	PUNCT
ajst-30906	164	13	ajam	ajam	PROPN
ajst-30906	164	14	h	h	PROPN
ajst-30906	164	15	k.	k.	PROPN
ajst-30906	164	16	evaluation	evaluation	NOUN
ajst-30906	164	17	of	of	ADP
ajst-30906	164	18	parking	parking	NOUN
ajst-30906	164	19	demand	demand	NOUN
ajst-30906	164	20	and	and	CCONJ
ajst-30906	164	21	future	future	ADJ
ajst-30906	164	22	requirement	requirement	NOUN
ajst-30906	164	23	in	in	ADP
ajst-30906	164	24	the	the	DET
ajst-30906	164	25	urban	urban	ADJ
ajst-30906	164	26	area[j	area[j	NOUN
ajst-30906	164	27	]	]	PUNCT
ajst-30906	164	28	.	.	PUNCT
ajst-30906	165	1	civil	civil	ADJ
ajst-30906	165	2	engineering	engineering	NOUN
ajst-30906	165	3	journal	journal	NOUN
ajst-30906	165	4	,	,	PUNCT
ajst-30906	165	5	2021	2021	NUM
ajst-30906	165	6	,	,	PUNCT
ajst-30906	165	7	7(11	7(11	NUM
ajst-30906	165	8	):	):	PUNCT
ajst-30906	165	9	1898	1898	NUM
ajst-30906	165	10	-	-	SYM
ajst-30906	165	11	1908	1908	NUM
ajst-30906	165	12	.	.	PUNCT
ajst-30906	166	1	[	[	X
ajst-30906	166	2	8	8	NUM
ajst-30906	166	3	]	]	X
ajst-30906	166	4	zhou	zhou	PROPN
ajst-30906	166	5	l	l	PROPN
ajst-30906	166	6	,	,	PUNCT
ajst-30906	166	7	chen	chen	PROPN
ajst-30906	166	8	h.	h.	PROPN
ajst-30906	166	9	research	research	PROPN
ajst-30906	166	10	on	on	ADP
ajst-30906	166	11	the	the	DET
ajst-30906	166	12	construction	construction	NOUN
ajst-30906	166	13	and	and	CCONJ
ajst-30906	166	14	planning	planning	NOUN
ajst-30906	166	15	of	of	ADP
ajst-30906	166	16	industrial	industrial	ADJ
ajst-30906	166	17	complexes	complex	NOUN
ajst-30906	166	18	in	in	ADP
ajst-30906	166	19	scenic	scenic	ADJ
ajst-30906	166	20	areas[j	areas[j	PROPN
ajst-30906	166	21	]	]	PUNCT
ajst-30906	166	22	.	.	PUNCT
ajst-30906	167	1	sustainable	sustainable	ADJ
ajst-30906	167	2	development	development	NOUN
ajst-30906	167	3	research	research	NOUN
ajst-30906	167	4	,	,	PUNCT
ajst-30906	167	5	2025	2025	NUM
ajst-30906	167	6	,	,	PUNCT
ajst-30906	167	7	7(2	7(2	NUM
ajst-30906	167	8	):	):	PUNCT
ajst-30906	167	9	1	1	NUM
ajst-30906	167	10	.	.	NUM
ajst-30906	167	11	192	192	NUM
ajst-30906	168	1	[	[	X
ajst-30906	168	2	9	9	NUM
ajst-30906	168	3	]	]	X
ajst-30906	168	4	pillera	pillera	NOUN
ajst-30906	168	5	r	r	NOUN
ajst-30906	168	6	,	,	PUNCT
ajst-30906	168	7	bissaldi	bissaldi	NOUN
ajst-30906	168	8	e	e	NOUN
ajst-30906	168	9	,	,	PUNCT
ajst-30906	168	10	omodei	omodei	NOUN
ajst-30906	168	11	n	n	CCONJ
ajst-30906	168	12	,	,	PUNCT
ajst-30906	168	13	et	et	PROPN
ajst-30906	168	14	al	al	PROPN
ajst-30906	168	15	.	.	PUNCT
ajst-30906	169	1	grb	grb	PROPN
ajst-30906	169	2	221009a	221009a	PROPN
ajst-30906	169	3	:	:	PUNCT
ajst-30906	169	4	fermilat	fermilat	ADJ
ajst-30906	169	5	refined	refined	ADJ
ajst-30906	169	6	analysis[j	analysis[j	PROPN
ajst-30906	169	7	]	]	PUNCT
ajst-30906	169	8	.	.	PUNCT
ajst-30906	170	1	grb	grb	PROPN
ajst-30906	170	2	coordinates	coordinate	NOUN
ajst-30906	170	3	network	network	NOUN
ajst-30906	170	4	,	,	PUNCT
ajst-30906	170	5	2022	2022	NUM
ajst-30906	170	6	,	,	PUNCT
ajst-30906	170	7	32658	32658	NUM
ajst-30906	170	8	:	:	PUNCT
ajst-30906	171	1	1	1	X
ajst-30906	171	2	.	.	PUNCT
ajst-30906	172	1	[	[	X
ajst-30906	172	2	10	10	NUM
ajst-30906	172	3	]	]	X
ajst-30906	172	4	dudek	dudek	X
ajst-30906	172	5	a	a	DET
ajst-30906	172	6	e	e	PROPN
ajst-30906	172	7	,	,	PUNCT
ajst-30906	172	8	hurd	hurd	PROPN
ajst-30906	172	9	h	h	PROPN
ajst-30906	172	10	,	,	PUNCT
ajst-30906	172	11	wójtowicz	wójtowicz	ADJ
ajst-30906	172	12	w.	w.	PROPN
ajst-30906	172	13	periodic	periodic	ADJ
ajst-30906	172	14	autoregressive	autoregressive	ADJ
ajst-30906	172	15	moving	move	VERB
ajst-30906	172	16	average	average	ADJ
ajst-30906	172	17	methods	method	NOUN
ajst-30906	172	18	based	base	VERB
ajst-30906	172	19	on	on	ADP
ajst-30906	172	20	fourier	fourier	ADJ
ajst-30906	172	21	representation	representation	NOUN
ajst-30906	172	22	of	of	ADP
ajst-30906	172	23	periodic	periodic	ADJ
ajst-30906	172	24	coefficients[j	coefficients[j	PROPN
ajst-30906	172	25	]	]	PUNCT
ajst-30906	172	26	.	.	PUNCT
ajst-30906	173	1	wiley	wiley	PROPN
ajst-30906	173	2	interdisciplinary	interdisciplinary	ADJ
ajst-30906	173	3	reviews	review	NOUN
ajst-30906	173	4	:	:	PUNCT
ajst-30906	173	5	computational	computational	ADJ
ajst-30906	173	6	statistics	statistic	NOUN
ajst-30906	173	7	,	,	PUNCT
ajst-30906	173	8	2016	2016	NUM
ajst-30906	173	9	,	,	PUNCT
ajst-30906	173	10	8(3	8(3	NUM
ajst-30906	173	11	):	):	PUNCT
ajst-30906	173	12	130	130	NUM
ajst-30906	173	13	-	-	SYM
ajst-30906	173	14	149	149	NUM
ajst-30906	173	15	.	.	PUNCT
ajst-30906	174	1	[	[	X
ajst-30906	174	2	11	11	NUM
ajst-30906	174	3	]	]	X
ajst-30906	174	4	peng	peng	PROPN
ajst-30906	174	5	s	s	PROPN
ajst-30906	174	6	,	,	PUNCT
ajst-30906	174	7	jun	jun	PROPN
ajst-30906	174	8	r	r	PROPN
ajst-30906	174	9	,	,	PUNCT
ajst-30906	174	10	lei	lei	PROPN
ajst-30906	174	11	l	l	NOUN
ajst-30906	174	12	,	,	PUNCT
ajst-30906	174	13	et	et	PROPN
ajst-30906	174	14	al	al	PROPN
ajst-30906	174	15	.	.	PUNCT
ajst-30906	175	1	a	a	DET
ajst-30906	175	2	scene	scene	NOUN
ajst-30906	175	3	matching	match	VERB
ajst-30906	175	4	backtracking	backtrack	VERB
ajst-30906	175	5	location	location	NOUN
ajst-30906	175	6	method	method	NOUN
ajst-30906	175	7	based	base	VERB
ajst-30906	175	8	on	on	ADP
ajst-30906	175	9	convergence	convergence	NOUN
ajst-30906	175	10	criterion[c]//china	criterion[c]//china	PROPN
ajst-30906	175	11	conference	conference	NOUN
ajst-30906	175	12	on	on	ADP
ajst-30906	175	13	command	command	NOUN
ajst-30906	175	14	and	and	CCONJ
ajst-30906	175	15	control	control	NOUN
ajst-30906	175	16	.	.	PUNCT
ajst-30906	176	1	singapore	singapore	PROPN
ajst-30906	176	2	:	:	PUNCT
ajst-30906	176	3	springer	springer	NOUN
ajst-30906	176	4	nature	nature	PROPN
ajst-30906	176	5	singapore	singapore	PROPN
ajst-30906	176	6	,	,	PUNCT
ajst-30906	176	7	2023	2023	NUM
ajst-30906	176	8	:	:	PUNCT
ajst-30906	176	9	326	326	NUM
ajst-30906	176	10	-	-	SYM
ajst-30906	176	11	336	336	NUM
ajst-30906	176	12	.	.	PUNCT
ajst-30906	177	1	[	[	X
ajst-30906	177	2	12	12	NUM
ajst-30906	177	3	]	]	X
ajst-30906	177	4	khan	khan	PROPN
ajst-30906	177	5	a	a	DET
ajst-30906	177	6	b	b	PROPN
ajst-30906	177	7	f	f	PROPN
ajst-30906	177	8	,	,	PUNCT
ajst-30906	177	9	ivan	ivan	PROPN
ajst-30906	177	10	p.	p.	PROPN
ajst-30906	177	11	integrating	integrate	VERB
ajst-30906	177	12	machine	machine	NOUN
ajst-30906	177	13	learning	learning	NOUN
ajst-30906	177	14	and	and	CCONJ
ajst-30906	177	15	deep	deep	ADJ
ajst-30906	177	16	learning	learning	NOUN
ajst-30906	177	17	in	in	ADP
ajst-30906	177	18	smart	smart	ADJ
ajst-30906	177	19	cities	city	NOUN
ajst-30906	177	20	for	for	ADP
ajst-30906	177	21	enhanced	enhanced	ADJ
ajst-30906	177	22	traffic	traffic	NOUN
ajst-30906	177	23	congestion	congestion	NOUN
ajst-30906	177	24	management	management	NOUN
ajst-30906	177	25	:	:	PUNCT
ajst-30906	177	26	an	an	DET
ajst-30906	177	27	empirical	empirical	ADJ
ajst-30906	177	28	review[j	review[j	NOUN
ajst-30906	177	29	]	]	PUNCT
ajst-30906	177	30	.	.	PUNCT
ajst-30906	178	1	journal	journal	PROPN
ajst-30906	178	2	of	of	ADP
ajst-30906	178	3	urban	urban	PROPN
ajst-30906	178	4	management	management	NOUN
ajst-30906	178	5	,	,	PUNCT
ajst-30906	178	6	2023	2023	NUM
ajst-30906	178	7	,	,	PUNCT
ajst-30906	178	8	2(4	2(4	NUM
ajst-30906	178	9	):	):	PUNCT
ajst-30906	178	10	211	211	NUM
ajst-30906	178	11	-	-	SYM
ajst-30906	178	12	221	221	NUM
ajst-30906	178	13	.	.	PUNCT
ajst-30906	179	1	[	[	X
ajst-30906	179	2	13	13	NUM
ajst-30906	179	3	]	]	PUNCT
ajst-30906	179	4	rosenblum	rosenblum	PROPN
ajst-30906	179	5	j	j	PROPN
ajst-30906	179	6	,	,	PUNCT
ajst-30906	179	7	hudson	hudson	PROPN
ajst-30906	179	8	a	a	DET
ajst-30906	179	9	w	w	PROPN
ajst-30906	179	10	,	,	PUNCT
ajst-30906	179	11	ben	ben	PROPN
ajst-30906	179	12	-	-	PUNCT
ajst-30906	179	13	joseph	joseph	PROPN
ajst-30906	179	14	e.	e.	PROPN
ajst-30906	179	15	parking	parking	PROPN
ajst-30906	179	16	futures	future	NOUN
ajst-30906	179	17	:	:	PUNCT
ajst-30906	179	18	an	an	DET
ajst-30906	179	19	international	international	ADJ
ajst-30906	179	20	review	review	NOUN
ajst-30906	179	21	of	of	ADP
ajst-30906	179	22	trends	trend	NOUN
ajst-30906	179	23	and	and	CCONJ
ajst-30906	179	24	speculation[j	speculation[j	NOUN
ajst-30906	179	25	]	]	PUNCT
ajst-30906	179	26	.	.	PUNCT
ajst-30906	180	1	land	land	NOUN
ajst-30906	180	2	use	use	NOUN
ajst-30906	180	3	policy	policy	NOUN
ajst-30906	180	4	,	,	PUNCT
ajst-30906	180	5	2020	2020	NUM
ajst-30906	180	6	,	,	PUNCT
ajst-30906	180	7	91	91	NUM
ajst-30906	180	8	:	:	SYM
ajst-30906	180	9	104054	104054	NUM
ajst-30906	180	10	.	.	PUNCT
ajst-30906	181	1	[	[	X
ajst-30906	181	2	14	14	NUM
ajst-30906	181	3	]	]	X
ajst-30906	181	4	zhu	zhu	PROPN
ajst-30906	182	1	q	q	NOUN
ajst-30906	182	2	,	,	PUNCT
ajst-30906	182	3	liu	liu	PROPN
ajst-30906	182	4	y	y	PROPN
ajst-30906	182	5	,	,	PUNCT
ajst-30906	182	6	liu	liu	PROPN
ajst-30906	182	7	m	m	PROPN
ajst-30906	182	8	,	,	PUNCT
ajst-30906	182	9	et	et	PROPN
ajst-30906	182	10	al	al	PROPN
ajst-30906	182	11	.	.	PUNCT
ajst-30906	182	12	intelligent	intelligent	ADJ
ajst-30906	182	13	planning	planning	NOUN
ajst-30906	182	14	and	and	CCONJ
ajst-30906	182	15	research	research	NOUN
ajst-30906	182	16	on	on	ADP
ajst-30906	182	17	urban	urban	ADJ
ajst-30906	182	18	traffic	traffic	NOUN
ajst-30906	182	19	congestion[j	congestion[j	PROPN
ajst-30906	182	20	]	]	PUNCT
ajst-30906	182	21	.	.	PUNCT
ajst-30906	183	1	future	future	ADJ
ajst-30906	183	2	internet	internet	NOUN
ajst-30906	183	3	,	,	PUNCT
ajst-30906	183	4	2021	2021	NUM
ajst-30906	183	5	,	,	PUNCT
ajst-30906	183	6	13(11	13(11	NUM
ajst-30906	183	7	):	):	PUNCT
ajst-30906	183	8	284	284	NUM
ajst-30906	183	9	.	.	PUNCT
ajst-30906	184	1	[	[	X
ajst-30906	184	2	15	15	NUM
ajst-30906	184	3	]	]	X
ajst-30906	184	4	alshayeb	alshayeb	PROPN
ajst-30906	184	5	s	s	PROPN
ajst-30906	184	6	,	,	PUNCT
ajst-30906	184	7	stevanovic	stevanovic	VERB
ajst-30906	184	8	a	a	PRON
ajst-30906	184	9	,	,	PUNCT
ajst-30906	184	10	mitrovic	mitrovic	ADJ
ajst-30906	184	11	n	n	CCONJ
ajst-30906	184	12	,	,	PUNCT
ajst-30906	184	13	et	et	PROPN
ajst-30906	184	14	al	al	PROPN
ajst-30906	184	15	.	.	PUNCT
ajst-30906	185	1	traffic	traffic	NOUN
ajst-30906	185	2	signal	signal	PROPN
ajst-30906	185	3	optimization	optimization	NOUN
ajst-30906	185	4	to	to	PART
ajst-30906	185	5	improve	improve	VERB
ajst-30906	185	6	sustainability	sustainability	NOUN
ajst-30906	185	7	:	:	PUNCT
ajst-30906	185	8	a	a	DET
ajst-30906	185	9	literature	literature	NOUN
ajst-30906	185	10	review[j	review[j	PROPN
ajst-30906	185	11	]	]	PUNCT
ajst-30906	185	12	.	.	PUNCT
ajst-30906	186	1	energies	energy	NOUN
ajst-30906	186	2	,	,	PUNCT
ajst-30906	186	3	2022	2022	NUM
ajst-30906	186	4	,	,	PUNCT
ajst-30906	186	5	15(22	15(22	NUM
ajst-30906	186	6	):	):	PUNCT
ajst-30906	186	7	8452	8452	NUM
ajst-30906	186	8	.	.	PUNCT