id	sid	tid	token	lemma	pos
ajst-13055	1	1	academic	academic	ADJ
ajst-13055	1	2	journal	journal	NOUN
ajst-13055	1	3	of	of	ADP
ajst-13055	1	4	science	science	NOUN
ajst-13055	1	5	and	and	CCONJ
ajst-13055	1	6	technology	technology	NOUN
ajst-13055	1	7	issn	issn	NOUN
ajst-13055	1	8	:	:	PUNCT
ajst-13055	1	9	2771	2771	NUM
ajst-13055	1	10	-	-	SYM
ajst-13055	1	11	3032	3032	NUM
ajst-13055	1	12	|	|	NOUN
ajst-13055	1	13	vol	vol	NOUN
ajst-13055	1	14	.	.	PROPN
ajst-13055	2	1	7	7	NUM
ajst-13055	2	2	,	,	PUNCT
ajst-13055	2	3	no	no	INTJ
ajst-13055	2	4	.	.	NOUN
ajst-13055	2	5	3	3	NUM
ajst-13055	2	6	,	,	PUNCT
ajst-13055	2	7	2023	2023	NUM
ajst-13055	2	8	89	89	NUM
ajst-13055	2	9	dynamic	dynamic	ADJ
ajst-13055	2	10	timeframe	timeframe	NOUN
ajst-13055	2	11	and	and	CCONJ
ajst-13055	2	12	anticipation‐based	anticipation‐base	VERB
ajst-13055	2	13	migration	migration	NOUN
ajst-13055	2	14	:	:	PUNCT
ajst-13055	2	15	a	a	DET
ajst-13055	2	16	real‐time	real‐time	NOUN
ajst-13055	2	17	framework	framework	NOUN
ajst-13055	2	18	for	for	ADP
ajst-13055	2	19	ride‐sharing	ride‐share	VERB
ajst-13055	2	20	oumarou	oumarou	PROPN
ajst-13055	2	21	djonret	djonret	PROPN
ajst-13055	2	22	tawa	tawa	PROPN
ajst-13055	2	23	,	,	PUNCT
ajst-13055	2	24	yuhan	yuhan	ADP
ajst-13055	2	25	guo	guo	PROPN
ajst-13055	2	26	school	school	NOUN
ajst-13055	2	27	of	of	ADP
ajst-13055	2	28	science	science	NOUN
ajst-13055	2	29	,	,	PUNCT
ajst-13055	2	30	zhejiang	zhejiang	PROPN
ajst-13055	2	31	university	university	PROPN
ajst-13055	2	32	of	of	ADP
ajst-13055	2	33	science	science	NOUN
ajst-13055	2	34	and	and	CCONJ
ajst-13055	2	35	technology	technology	NOUN
ajst-13055	2	36	,	,	PUNCT
ajst-13055	2	37	hangzhou	hangzhou	PROPN
ajst-13055	2	38	,	,	PUNCT
ajst-13055	2	39	310023	310023	NUM
ajst-13055	2	40	,	,	PUNCT
ajst-13055	2	41	china	china	PROPN
ajst-13055	2	42	abstract	abstract	NOUN
ajst-13055	2	43	:	:	PUNCT
ajst-13055	2	44	efficient	efficient	ADJ
ajst-13055	2	45	and	and	CCONJ
ajst-13055	2	46	reliable	reliable	ADJ
ajst-13055	2	47	ride	ride	NOUN
ajst-13055	2	48	-	-	PUNCT
ajst-13055	2	49	sharing	share	VERB
ajst-13055	2	50	services	service	NOUN
ajst-13055	2	51	have	have	AUX
ajst-13055	2	52	gained	gain	VERB
ajst-13055	2	53	significant	significant	ADJ
ajst-13055	2	54	attention	attention	NOUN
ajst-13055	2	55	in	in	ADP
ajst-13055	2	56	recent	recent	ADJ
ajst-13055	2	57	years	year	NOUN
ajst-13055	2	58	as	as	ADP
ajst-13055	2	59	a	a	DET
ajst-13055	2	60	means	means	NOUN
ajst-13055	2	61	to	to	PART
ajst-13055	2	62	address	address	VERB
ajst-13055	2	63	traffic	traffic	NOUN
ajst-13055	2	64	congestion	congestion	NOUN
ajst-13055	2	65	and	and	CCONJ
ajst-13055	2	66	reduce	reduce	VERB
ajst-13055	2	67	environmental	environmental	ADJ
ajst-13055	2	68	impact	impact	NOUN
ajst-13055	2	69	.	.	PUNCT
ajst-13055	3	1	this	this	DET
ajst-13055	3	2	paper	paper	NOUN
ajst-13055	3	3	presents	present	VERB
ajst-13055	3	4	a	a	DET
ajst-13055	3	5	novel	novel	ADJ
ajst-13055	3	6	real	real	ADJ
ajst-13055	3	7	-	-	PUNCT
ajst-13055	3	8	time	time	NOUN
ajst-13055	3	9	ride	ride	NOUN
ajst-13055	3	10	-	-	PUNCT
ajst-13055	3	11	sharing	share	VERB
ajst-13055	3	12	framework	framework	NOUN
ajst-13055	3	13	that	that	PRON
ajst-13055	3	14	incorporates	incorporate	VERB
ajst-13055	3	15	dynamic	dynamic	ADJ
ajst-13055	3	16	timeframes	timeframe	NOUN
ajst-13055	3	17	and	and	CCONJ
ajst-13055	3	18	anticipation	anticipation	NOUN
ajst-13055	3	19	-	-	PUNCT
ajst-13055	3	20	based	base	VERB
ajst-13055	3	21	migration	migration	NOUN
ajst-13055	3	22	to	to	PART
ajst-13055	3	23	enhance	enhance	VERB
ajst-13055	3	24	the	the	DET
ajst-13055	3	25	overall	overall	ADJ
ajst-13055	3	26	experience	experience	NOUN
ajst-13055	3	27	for	for	ADP
ajst-13055	3	28	users	user	NOUN
ajst-13055	3	29	.	.	PUNCT
ajst-13055	4	1	the	the	DET
ajst-13055	4	2	proposed	propose	VERB
ajst-13055	4	3	framework	framework	NOUN
ajst-13055	4	4	leverages	leverage	NOUN
ajst-13055	4	5	advanced	advanced	ADJ
ajst-13055	4	6	algorithms	algorithm	NOUN
ajst-13055	4	7	and	and	CCONJ
ajst-13055	4	8	intelligent	intelligent	ADJ
ajst-13055	4	9	systems	system	NOUN
ajst-13055	4	10	to	to	PART
ajst-13055	4	11	optimize	optimize	VERB
ajst-13055	4	12	the	the	DET
ajst-13055	4	13	matching	matching	NOUN
ajst-13055	4	14	of	of	ADP
ajst-13055	4	15	riders	rider	NOUN
ajst-13055	4	16	and	and	CCONJ
ajst-13055	4	17	drivers	driver	NOUN
ajst-13055	4	18	,	,	PUNCT
ajst-13055	4	19	considering	consider	VERB
ajst-13055	4	20	various	various	ADJ
ajst-13055	4	21	factors	factor	NOUN
ajst-13055	4	22	such	such	ADJ
ajst-13055	4	23	as	as	ADP
ajst-13055	4	24	proximity	proximity	NOUN
ajst-13055	4	25	,	,	PUNCT
ajst-13055	4	26	destination	destination	NOUN
ajst-13055	4	27	compatibility	compatibility	NOUN
ajst-13055	4	28	,	,	PUNCT
ajst-13055	4	29	and	and	CCONJ
ajst-13055	4	30	anticipated	anticipate	VERB
ajst-13055	4	31	travel	travel	NOUN
ajst-13055	4	32	patterns	pattern	NOUN
ajst-13055	4	33	.	.	PUNCT
ajst-13055	5	1	by	by	ADP
ajst-13055	5	2	dynamically	dynamically	ADV
ajst-13055	5	3	adjusting	adjust	VERB
ajst-13055	5	4	the	the	DET
ajst-13055	5	5	timeframe	timeframe	NOUN
ajst-13055	5	6	for	for	ADP
ajst-13055	5	7	ride	ride	NOUN
ajst-13055	5	8	requests	request	NOUN
ajst-13055	5	9	and	and	CCONJ
ajst-13055	5	10	introducing	introduce	VERB
ajst-13055	5	11	anticipation	anticipation	NOUN
ajst-13055	5	12	-	-	PUNCT
ajst-13055	5	13	based	base	VERB
ajst-13055	5	14	migration	migration	NOUN
ajst-13055	5	15	,	,	PUNCT
ajst-13055	5	16	the	the	DET
ajst-13055	5	17	framework	framework	NOUN
ajst-13055	5	18	aims	aim	VERB
ajst-13055	5	19	to	to	PART
ajst-13055	5	20	minimize	minimize	VERB
ajst-13055	5	21	waiting	waiting	NOUN
ajst-13055	5	22	times	time	NOUN
ajst-13055	5	23	and	and	CCONJ
ajst-13055	5	24	maximize	maximize	VERB
ajst-13055	5	25	resource	resource	NOUN
ajst-13055	5	26	utilization	utilization	NOUN
ajst-13055	5	27	.	.	PUNCT
ajst-13055	6	1	the	the	DET
ajst-13055	6	2	effectiveness	effectiveness	NOUN
ajst-13055	6	3	of	of	ADP
ajst-13055	6	4	the	the	DET
ajst-13055	6	5	framework	framework	NOUN
ajst-13055	6	6	is	be	AUX
ajst-13055	6	7	evaluated	evaluate	VERB
ajst-13055	6	8	through	through	ADP
ajst-13055	6	9	extensive	extensive	ADJ
ajst-13055	6	10	simulations	simulation	NOUN
ajst-13055	6	11	,	,	PUNCT
ajst-13055	6	12	demonstrating	demonstrate	VERB
ajst-13055	6	13	its	its	PRON
ajst-13055	6	14	ability	ability	NOUN
ajst-13055	6	15	to	to	PART
ajst-13055	6	16	improve	improve	VERB
ajst-13055	6	17	the	the	DET
ajst-13055	6	18	efficiency	efficiency	NOUN
ajst-13055	6	19	,	,	PUNCT
ajst-13055	6	20	scalability	scalability	NOUN
ajst-13055	6	21	,	,	PUNCT
ajst-13055	6	22	and	and	CCONJ
ajst-13055	6	23	reliability	reliability	NOUN
ajst-13055	6	24	of	of	ADP
ajst-13055	6	25	ride	ride	NOUN
ajst-13055	6	26	-	-	PUNCT
ajst-13055	6	27	sharing	share	VERB
ajst-13055	6	28	systems	system	NOUN
ajst-13055	6	29	.	.	PUNCT
ajst-13055	7	1	the	the	DET
ajst-13055	7	2	results	result	NOUN
ajst-13055	7	3	highlight	highlight	VERB
ajst-13055	7	4	the	the	DET
ajst-13055	7	5	potential	potential	NOUN
ajst-13055	7	6	of	of	ADP
ajst-13055	7	7	the	the	DET
ajst-13055	7	8	proposed	propose	VERB
ajst-13055	7	9	approach	approach	NOUN
ajst-13055	7	10	to	to	PART
ajst-13055	7	11	revolutionize	revolutionize	VERB
ajst-13055	7	12	the	the	DET
ajst-13055	7	13	ride	ride	NOUN
ajst-13055	7	14	-	-	PUNCT
ajst-13055	7	15	sharing	share	VERB
ajst-13055	7	16	industry	industry	NOUN
ajst-13055	7	17	and	and	CCONJ
ajst-13055	7	18	contribute	contribute	VERB
ajst-13055	7	19	towards	towards	ADP
ajst-13055	7	20	more	more	ADV
ajst-13055	7	21	sustainable	sustainable	ADJ
ajst-13055	7	22	urban	urban	ADJ
ajst-13055	7	23	transportation	transportation	NOUN
ajst-13055	7	24	solutions	solution	NOUN
ajst-13055	7	25	.	.	PUNCT
ajst-13055	8	1	keywords	keyword	NOUN
ajst-13055	8	2	:	:	PUNCT
ajst-13055	8	3	real	real	ADJ
ajst-13055	8	4	-	-	PUNCT
ajst-13055	8	5	time	time	NOUN
ajst-13055	8	6	ride	ride	NOUN
ajst-13055	8	7	-	-	PUNCT
ajst-13055	8	8	sharing	sharing	NOUN
ajst-13055	8	9	,	,	PUNCT
ajst-13055	8	10	framework	framework	NOUN
ajst-13055	8	11	,	,	PUNCT
ajst-13055	8	12	dynamic	dynamic	ADJ
ajst-13055	8	13	timeframe	timeframe	NOUN
ajst-13055	8	14	,	,	PUNCT
ajst-13055	8	15	anticipation	anticipation	NOUN
ajst-13055	8	16	-	-	PUNCT
ajst-13055	8	17	based	base	VERB
ajst-13055	8	18	migration	migration	NOUN
ajst-13055	8	19	,	,	PUNCT
ajst-13055	8	20	efficient	efficient	ADJ
ajst-13055	8	21	ride	ride	NOUN
ajst-13055	8	22	-	-	PUNCT
ajst-13055	8	23	sharing	sharing	NOUN
ajst-13055	8	24	,	,	PUNCT
ajst-13055	8	25	traffic	traffic	NOUN
ajst-13055	8	26	congestion	congestion	NOUN
ajst-13055	8	27	,	,	PUNCT
ajst-13055	8	28	environmental	environmental	ADJ
ajst-13055	8	29	impact	impact	NOUN
ajst-13055	8	30	.	.	PUNCT
ajst-13055	9	1	1	1	X
ajst-13055	9	2	.	.	X
ajst-13055	9	3	introduction	introduction	NOUN
ajst-13055	9	4	ride	ride	NOUN
ajst-13055	9	5	-	-	PUNCT
ajst-13055	9	6	sharing	share	VERB
ajst-13055	9	7	services	service	NOUN
ajst-13055	9	8	have	have	AUX
ajst-13055	9	9	transformed	transform	VERB
ajst-13055	9	10	the	the	DET
ajst-13055	9	11	way	way	NOUN
ajst-13055	9	12	people	people	NOUN
ajst-13055	9	13	commute	commute	VERB
ajst-13055	9	14	and	and	CCONJ
ajst-13055	9	15	travel	travel	NOUN
ajst-13055	9	16	,	,	PUNCT
ajst-13055	9	17	offering	offer	VERB
ajst-13055	9	18	convenient	convenient	ADJ
ajst-13055	9	19	and	and	CCONJ
ajst-13055	9	20	cost	cost	NOUN
ajst-13055	9	21	-	-	PUNCT
ajst-13055	9	22	effective	effective	ADJ
ajst-13055	9	23	transportation	transportation	NOUN
ajst-13055	9	24	options	option	NOUN
ajst-13055	9	25	.	.	PUNCT
ajst-13055	10	1	with	with	ADP
ajst-13055	10	2	the	the	DET
ajst-13055	10	3	rise	rise	NOUN
ajst-13055	10	4	of	of	ADP
ajst-13055	10	5	smartphones	smartphone	NOUN
ajst-13055	10	6	and	and	CCONJ
ajst-13055	10	7	gps	gps	PROPN
ajst-13055	10	8	technology	technology	NOUN
ajst-13055	10	9	,	,	PUNCT
ajst-13055	10	10	real	real	ADJ
ajst-13055	10	11	-	-	PUNCT
ajst-13055	10	12	time	time	NOUN
ajst-13055	10	13	ride	ride	NOUN
ajst-13055	10	14	-	-	PUNCT
ajst-13055	10	15	sharing	share	VERB
ajst-13055	10	16	platforms	platform	NOUN
ajst-13055	10	17	have	have	AUX
ajst-13055	10	18	become	become	VERB
ajst-13055	10	19	increasingly	increasingly	ADV
ajst-13055	10	20	popular	popular	ADJ
ajst-13055	10	21	,	,	PUNCT
ajst-13055	10	22	connecting	connect	VERB
ajst-13055	10	23	passengers	passenger	NOUN
ajst-13055	10	24	with	with	ADP
ajst-13055	10	25	drivers	driver	NOUN
ajst-13055	10	26	in	in	ADP
ajst-13055	10	27	a	a	DET
ajst-13055	10	28	dynamic	dynamic	ADJ
ajst-13055	10	29	and	and	CCONJ
ajst-13055	10	30	on	on	ADP
ajst-13055	10	31	-	-	PUNCT
ajst-13055	10	32	demand	demand	NOUN
ajst-13055	10	33	fashion	fashion	NOUN
ajst-13055	10	34	.	.	PUNCT
ajst-13055	11	1	however	however	ADV
ajst-13055	11	2	,	,	PUNCT
ajst-13055	11	3	there	there	PRON
ajst-13055	11	4	are	be	VERB
ajst-13055	11	5	still	still	ADV
ajst-13055	11	6	challenges	challenge	NOUN
ajst-13055	11	7	to	to	PART
ajst-13055	11	8	be	be	AUX
ajst-13055	11	9	addressed	address	VERB
ajst-13055	11	10	in	in	ADP
ajst-13055	11	11	order	order	NOUN
ajst-13055	11	12	to	to	PART
ajst-13055	11	13	optimize	optimize	VERB
ajst-13055	11	14	the	the	DET
ajst-13055	11	15	efficiency	efficiency	NOUN
ajst-13055	11	16	and	and	CCONJ
ajst-13055	11	17	reliability	reliability	NOUN
ajst-13055	11	18	of	of	ADP
ajst-13055	11	19	these	these	DET
ajst-13055	11	20	services	service	NOUN
ajst-13055	11	21	.	.	PUNCT
ajst-13055	12	1	this	this	DET
ajst-13055	12	2	paper	paper	NOUN
ajst-13055	12	3	introduces	introduce	VERB
ajst-13055	12	4	a	a	DET
ajst-13055	12	5	realtime	realtime	ADJ
ajst-13055	12	6	ride	ride	NOUN
ajst-13055	12	7	-	-	PUNCT
ajst-13055	12	8	sharing	share	VERB
ajst-13055	12	9	framework	framework	NOUN
ajst-13055	12	10	that	that	PRON
ajst-13055	12	11	incorporates	incorporate	VERB
ajst-13055	12	12	a	a	DET
ajst-13055	12	13	dynamic	dynamic	ADJ
ajst-13055	12	14	timeframe	timeframe	NOUN
ajst-13055	12	15	and	and	CCONJ
ajst-13055	12	16	anticipation	anticipation	NOUN
ajst-13055	12	17	-	-	PUNCT
ajst-13055	12	18	based	base	VERB
ajst-13055	12	19	migration	migration	NOUN
ajst-13055	12	20	to	to	PART
ajst-13055	12	21	enhance	enhance	VERB
ajst-13055	12	22	the	the	DET
ajst-13055	12	23	overall	overall	ADJ
ajst-13055	12	24	ride	ride	NOUN
ajst-13055	12	25	-	-	PUNCT
ajst-13055	12	26	sharing	share	VERB
ajst-13055	12	27	experience	experience	NOUN
ajst-13055	12	28	.	.	PUNCT
ajst-13055	13	1	the	the	DET
ajst-13055	13	2	framework	framework	NOUN
ajst-13055	13	3	aims	aim	VERB
ajst-13055	13	4	to	to	PART
ajst-13055	13	5	address	address	VERB
ajst-13055	13	6	key	key	ADJ
ajst-13055	13	7	issues	issue	NOUN
ajst-13055	13	8	such	such	ADJ
ajst-13055	13	9	as	as	ADP
ajst-13055	13	10	reducing	reduce	VERB
ajst-13055	13	11	traffic	traffic	NOUN
ajst-13055	13	12	congestion	congestion	NOUN
ajst-13055	13	13	,	,	PUNCT
ajst-13055	13	14	minimizing	minimize	VERB
ajst-13055	13	15	waiting	waiting	NOUN
ajst-13055	13	16	times	time	NOUN
ajst-13055	13	17	,	,	PUNCT
ajst-13055	13	18	and	and	CCONJ
ajst-13055	13	19	maximizing	maximize	VERB
ajst-13055	13	20	resource	resource	NOUN
ajst-13055	13	21	utilization	utilization	NOUN
ajst-13055	13	22	.	.	PUNCT
ajst-13055	14	1	by	by	ADP
ajst-13055	14	2	leveraging	leverage	VERB
ajst-13055	14	3	advanced	advanced	ADJ
ajst-13055	14	4	algorithms	algorithm	NOUN
ajst-13055	14	5	and	and	CCONJ
ajst-13055	14	6	intelligent	intelligent	ADJ
ajst-13055	14	7	systems	system	NOUN
ajst-13055	14	8	,	,	PUNCT
ajst-13055	14	9	it	it	PRON
ajst-13055	14	10	optimizes	optimize	VERB
ajst-13055	14	11	the	the	DET
ajst-13055	14	12	matching	matching	NOUN
ajst-13055	14	13	of	of	ADP
ajst-13055	14	14	riders	rider	NOUN
ajst-13055	14	15	and	and	CCONJ
ajst-13055	14	16	drivers	driver	NOUN
ajst-13055	14	17	based	base	VERB
ajst-13055	14	18	on	on	ADP
ajst-13055	14	19	various	various	ADJ
ajst-13055	14	20	factors	factor	NOUN
ajst-13055	14	21	,	,	PUNCT
ajst-13055	14	22	including	include	VERB
ajst-13055	14	23	proximity	proximity	NOUN
ajst-13055	14	24	,	,	PUNCT
ajst-13055	14	25	destination	destination	NOUN
ajst-13055	14	26	compatibility	compatibility	NOUN
ajst-13055	14	27	,	,	PUNCT
ajst-13055	14	28	and	and	CCONJ
ajst-13055	14	29	anticipated	anticipate	VERB
ajst-13055	14	30	travel	travel	NOUN
ajst-13055	14	31	patterns	pattern	NOUN
ajst-13055	14	32	.	.	PUNCT
ajst-13055	15	1	one	one	NUM
ajst-13055	15	2	crucial	crucial	ADJ
ajst-13055	15	3	aspect	aspect	NOUN
ajst-13055	15	4	of	of	ADP
ajst-13055	15	5	the	the	DET
ajst-13055	15	6	proposed	propose	VERB
ajst-13055	15	7	framework	framework	NOUN
ajst-13055	15	8	is	be	AUX
ajst-13055	15	9	the	the	DET
ajst-13055	15	10	integration	integration	NOUN
ajst-13055	15	11	of	of	ADP
ajst-13055	15	12	a	a	DET
ajst-13055	15	13	dynamic	dynamic	ADJ
ajst-13055	15	14	timeframe	timeframe	NOUN
ajst-13055	15	15	.	.	PUNCT
ajst-13055	16	1	traditional	traditional	ADJ
ajst-13055	16	2	ride	ride	NOUN
ajst-13055	16	3	-	-	PUNCT
ajst-13055	16	4	sharing	share	VERB
ajst-13055	16	5	platforms	platform	NOUN
ajst-13055	16	6	typically	typically	ADV
ajst-13055	16	7	rely	rely	VERB
ajst-13055	16	8	on	on	ADP
ajst-13055	16	9	immediate	immediate	ADJ
ajst-13055	16	10	pickup	pickup	NOUN
ajst-13055	16	11	requests	request	NOUN
ajst-13055	16	12	,	,	PUNCT
ajst-13055	16	13	resulting	result	VERB
ajst-13055	16	14	in	in	ADP
ajst-13055	16	15	overlapping	overlap	VERB
ajst-13055	16	16	requests	request	NOUN
ajst-13055	16	17	and	and	CCONJ
ajst-13055	16	18	potential	potential	ADJ
ajst-13055	16	19	delays	delay	NOUN
ajst-13055	16	20	.	.	PUNCT
ajst-13055	17	1	in	in	ADP
ajst-13055	17	2	contrast	contrast	NOUN
ajst-13055	17	3	,	,	PUNCT
ajst-13055	17	4	the	the	DET
ajst-13055	17	5	dynamic	dynamic	ADJ
ajst-13055	17	6	timeframe	timeframe	NOUN
ajst-13055	17	7	allows	allow	VERB
ajst-13055	17	8	passengers	passenger	NOUN
ajst-13055	17	9	to	to	PART
ajst-13055	17	10	specify	specify	VERB
ajst-13055	17	11	a	a	DET
ajst-13055	17	12	flexible	flexible	ADJ
ajst-13055	17	13	pickup	pickup	NOUN
ajst-13055	17	14	time	time	NOUN
ajst-13055	17	15	within	within	ADP
ajst-13055	17	16	a	a	DET
ajst-13055	17	17	certain	certain	ADJ
ajst-13055	17	18	window	window	NOUN
ajst-13055	17	19	,	,	PUNCT
ajst-13055	17	20	enabling	enable	VERB
ajst-13055	17	21	more	more	ADV
ajst-13055	17	22	efficient	efficient	ADJ
ajst-13055	17	23	route	route	NOUN
ajst-13055	17	24	planning	planning	NOUN
ajst-13055	17	25	and	and	CCONJ
ajst-13055	17	26	matching	matching	NOUN
ajst-13055	17	27	.	.	PUNCT
ajst-13055	18	1	this	this	DET
ajst-13055	18	2	dynamic	dynamic	ADJ
ajst-13055	18	3	approach	approach	NOUN
ajst-13055	18	4	reduces	reduce	VERB
ajst-13055	18	5	the	the	DET
ajst-13055	18	6	likelihood	likelihood	NOUN
ajst-13055	18	7	of	of	ADP
ajst-13055	18	8	overlapping	overlap	VERB
ajst-13055	18	9	requests	request	NOUN
ajst-13055	18	10	and	and	CCONJ
ajst-13055	18	11	enables	enable	VERB
ajst-13055	18	12	better	well	ADJ
ajst-13055	18	13	utilization	utilization	NOUN
ajst-13055	18	14	of	of	ADP
ajst-13055	18	15	available	available	ADJ
ajst-13055	18	16	drivers	driver	NOUN
ajst-13055	18	17	.	.	PUNCT
ajst-13055	19	1	moreover	moreover	ADV
ajst-13055	19	2	,	,	PUNCT
ajst-13055	19	3	the	the	DET
ajst-13055	19	4	framework	framework	NOUN
ajst-13055	19	5	incorporates	incorporate	VERB
ajst-13055	19	6	anticipation	anticipation	NOUN
ajst-13055	19	7	-	-	PUNCT
ajst-13055	19	8	based	base	VERB
ajst-13055	19	9	migration	migration	NOUN
ajst-13055	19	10	,	,	PUNCT
ajst-13055	19	11	which	which	PRON
ajst-13055	19	12	takes	take	VERB
ajst-13055	19	13	into	into	ADP
ajst-13055	19	14	account	account	NOUN
ajst-13055	19	15	anticipated	anticipate	VERB
ajst-13055	19	16	travel	travel	NOUN
ajst-13055	19	17	patterns	pattern	NOUN
ajst-13055	19	18	and	and	CCONJ
ajst-13055	19	19	potential	potential	ADJ
ajst-13055	19	20	demand	demand	NOUN
ajst-13055	19	21	fluctuations	fluctuation	NOUN
ajst-13055	19	22	.	.	PUNCT
ajst-13055	20	1	by	by	ADP
ajst-13055	20	2	analyzing	analyze	VERB
ajst-13055	20	3	historical	historical	ADJ
ajst-13055	20	4	data	datum	NOUN
ajst-13055	20	5	,	,	PUNCT
ajst-13055	20	6	traffic	traffic	NOUN
ajst-13055	20	7	patterns	pattern	NOUN
ajst-13055	20	8	,	,	PUNCT
ajst-13055	20	9	and	and	CCONJ
ajst-13055	20	10	event	event	NOUN
ajst-13055	20	11	schedules	schedule	NOUN
ajst-13055	20	12	,	,	PUNCT
ajst-13055	20	13	the	the	DET
ajst-13055	20	14	system	system	NOUN
ajst-13055	20	15	can	can	AUX
ajst-13055	20	16	anticipate	anticipate	VERB
ajst-13055	20	17	areas	area	NOUN
ajst-13055	20	18	of	of	ADP
ajst-13055	20	19	high	high	ADJ
ajst-13055	20	20	demand	demand	NOUN
ajst-13055	20	21	and	and	CCONJ
ajst-13055	20	22	proactively	proactively	ADV
ajst-13055	20	23	relocate	relocate	VERB
ajst-13055	20	24	drivers	driver	NOUN
ajst-13055	20	25	to	to	ADP
ajst-13055	20	26	those	those	DET
ajst-13055	20	27	locations	location	NOUN
ajst-13055	20	28	.	.	PUNCT
ajst-13055	21	1	this	this	DET
ajst-13055	21	2	proactive	proactive	ADJ
ajst-13055	21	3	approach	approach	NOUN
ajst-13055	21	4	minimizes	minimize	VERB
ajst-13055	21	5	passenger	passenger	NOUN
ajst-13055	21	6	wait	wait	VERB
ajst-13055	21	7	times	time	NOUN
ajst-13055	21	8	and	and	CCONJ
ajst-13055	21	9	ensures	ensure	VERB
ajst-13055	21	10	a	a	DET
ajst-13055	21	11	smoother	smooth	ADJ
ajst-13055	21	12	and	and	CCONJ
ajst-13055	21	13	more	more	ADV
ajst-13055	21	14	reliable	reliable	ADJ
ajst-13055	21	15	ride	ride	NOUN
ajst-13055	21	16	-	-	PUNCT
ajst-13055	21	17	sharing	share	VERB
ajst-13055	21	18	experience	experience	NOUN
ajst-13055	21	19	.	.	PUNCT
ajst-13055	22	1	to	to	PART
ajst-13055	22	2	evaluate	evaluate	VERB
ajst-13055	22	3	the	the	DET
ajst-13055	22	4	effectiveness	effectiveness	NOUN
ajst-13055	22	5	of	of	ADP
ajst-13055	22	6	the	the	DET
ajst-13055	22	7	proposed	propose	VERB
ajst-13055	22	8	framework	framework	NOUN
ajst-13055	22	9	,	,	PUNCT
ajst-13055	22	10	extensive	extensive	ADJ
ajst-13055	22	11	simulations	simulation	NOUN
ajst-13055	22	12	are	be	AUX
ajst-13055	22	13	conducted	conduct	VERB
ajst-13055	22	14	.	.	PUNCT
ajst-13055	23	1	these	these	DET
ajst-13055	23	2	simulations	simulation	NOUN
ajst-13055	23	3	assess	assess	VERB
ajst-13055	23	4	the	the	DET
ajst-13055	23	5	performance	performance	NOUN
ajst-13055	23	6	of	of	ADP
ajst-13055	23	7	the	the	DET
ajst-13055	23	8	framework	framework	NOUN
ajst-13055	23	9	in	in	ADP
ajst-13055	23	10	terms	term	NOUN
ajst-13055	23	11	of	of	ADP
ajst-13055	23	12	efficiency	efficiency	NOUN
ajst-13055	23	13	,	,	PUNCT
ajst-13055	23	14	scalability	scalability	NOUN
ajst-13055	23	15	,	,	PUNCT
ajst-13055	23	16	and	and	CCONJ
ajst-13055	23	17	reliability	reliability	NOUN
ajst-13055	23	18	.	.	PUNCT
ajst-13055	24	1	the	the	DET
ajst-13055	24	2	results	result	NOUN
ajst-13055	24	3	demonstrate	demonstrate	VERB
ajst-13055	24	4	the	the	DET
ajst-13055	24	5	potential	potential	NOUN
ajst-13055	24	6	of	of	ADP
ajst-13055	24	7	the	the	DET
ajst-13055	24	8	framework	framework	NOUN
ajst-13055	24	9	to	to	PART
ajst-13055	24	10	significantly	significantly	ADV
ajst-13055	24	11	improve	improve	VERB
ajst-13055	24	12	the	the	DET
ajst-13055	24	13	overall	overall	ADJ
ajst-13055	24	14	ride	ride	NOUN
ajst-13055	24	15	-	-	PUNCT
ajst-13055	24	16	sharing	share	VERB
ajst-13055	24	17	system	system	NOUN
ajst-13055	24	18	,	,	PUNCT
ajst-13055	24	19	providing	provide	VERB
ajst-13055	24	20	users	user	NOUN
ajst-13055	24	21	with	with	ADP
ajst-13055	24	22	more	more	ADV
ajst-13055	24	23	efficient	efficient	ADJ
ajst-13055	24	24	and	and	CCONJ
ajst-13055	24	25	reliable	reliable	ADJ
ajst-13055	24	26	transportation	transportation	NOUN
ajst-13055	24	27	options	option	NOUN
ajst-13055	24	28	.	.	PUNCT
ajst-13055	25	1	the	the	DET
ajst-13055	25	2	implications	implication	NOUN
ajst-13055	25	3	of	of	ADP
ajst-13055	25	4	this	this	DET
ajst-13055	25	5	research	research	NOUN
ajst-13055	25	6	extend	extend	VERB
ajst-13055	25	7	beyond	beyond	ADP
ajst-13055	25	8	individual	individual	ADJ
ajst-13055	25	9	convenience	convenience	NOUN
ajst-13055	25	10	.	.	PUNCT
ajst-13055	26	1	by	by	ADP
ajst-13055	26	2	optimizing	optimize	VERB
ajst-13055	26	3	resource	resource	NOUN
ajst-13055	26	4	utilization	utilization	NOUN
ajst-13055	26	5	and	and	CCONJ
ajst-13055	26	6	reducing	reduce	VERB
ajst-13055	26	7	traffic	traffic	NOUN
ajst-13055	26	8	congestion	congestion	NOUN
ajst-13055	26	9	,	,	PUNCT
ajst-13055	26	10	the	the	DET
ajst-13055	26	11	proposed	propose	VERB
ajst-13055	26	12	framework	framework	NOUN
ajst-13055	26	13	contributes	contribute	VERB
ajst-13055	26	14	to	to	ADP
ajst-13055	26	15	more	more	ADV
ajst-13055	26	16	sustainable	sustainable	ADJ
ajst-13055	26	17	urban	urban	ADJ
ajst-13055	26	18	transportation	transportation	NOUN
ajst-13055	26	19	solutions	solution	NOUN
ajst-13055	26	20	.	.	PUNCT
ajst-13055	27	1	by	by	ADP
ajst-13055	27	2	encouraging	encourage	VERB
ajst-13055	27	3	shared	share	VERB
ajst-13055	27	4	rides	ride	NOUN
ajst-13055	27	5	and	and	CCONJ
ajst-13055	27	6	minimizing	minimize	VERB
ajst-13055	27	7	empty	empty	ADJ
ajst-13055	27	8	vehicle	vehicle	NOUN
ajst-13055	27	9	miles	mile	NOUN
ajst-13055	27	10	,	,	PUNCT
ajst-13055	27	11	the	the	DET
ajst-13055	27	12	framework	framework	NOUN
ajst-13055	27	13	can	can	AUX
ajst-13055	27	14	help	help	VERB
ajst-13055	27	15	reduce	reduce	VERB
ajst-13055	27	16	greenhouse	greenhouse	NOUN
ajst-13055	27	17	gas	gas	NOUN
ajst-13055	27	18	emissions	emission	NOUN
ajst-13055	27	19	and	and	CCONJ
ajst-13055	27	20	alleviate	alleviate	VERB
ajst-13055	27	21	the	the	DET
ajst-13055	27	22	strain	strain	NOUN
ajst-13055	27	23	on	on	ADP
ajst-13055	27	24	transportation	transportation	NOUN
ajst-13055	27	25	infrastructure	infrastructure	NOUN
ajst-13055	27	26	.	.	PUNCT
ajst-13055	28	1	in	in	ADP
ajst-13055	28	2	summary	summary	NOUN
ajst-13055	28	3	,	,	PUNCT
ajst-13055	28	4	this	this	DET
ajst-13055	28	5	paper	paper	NOUN
ajst-13055	28	6	presents	present	VERB
ajst-13055	28	7	a	a	DET
ajst-13055	28	8	real	real	ADJ
ajst-13055	28	9	-	-	PUNCT
ajst-13055	28	10	time	time	NOUN
ajst-13055	28	11	ride	ride	NOUN
ajst-13055	28	12	-	-	PUNCT
ajst-13055	28	13	sharing	share	VERB
ajst-13055	28	14	framework	framework	NOUN
ajst-13055	28	15	that	that	PRON
ajst-13055	28	16	integrates	integrate	VERB
ajst-13055	28	17	a	a	DET
ajst-13055	28	18	dynamic	dynamic	ADJ
ajst-13055	28	19	timeframe	timeframe	NOUN
ajst-13055	28	20	and	and	CCONJ
ajst-13055	28	21	anticipation	anticipation	NOUN
ajst-13055	28	22	-	-	PUNCT
ajst-13055	28	23	based	base	VERB
ajst-13055	28	24	migration	migration	NOUN
ajst-13055	28	25	.	.	PUNCT
ajst-13055	29	1	by	by	ADP
ajst-13055	29	2	leveraging	leverage	VERB
ajst-13055	29	3	advanced	advanced	ADJ
ajst-13055	29	4	algorithms	algorithm	NOUN
ajst-13055	29	5	and	and	CCONJ
ajst-13055	29	6	intelligent	intelligent	ADJ
ajst-13055	29	7	systems	system	NOUN
ajst-13055	29	8	,	,	PUNCT
ajst-13055	29	9	the	the	DET
ajst-13055	29	10	framework	framework	NOUN
ajst-13055	29	11	aims	aim	VERB
ajst-13055	29	12	to	to	PART
ajst-13055	29	13	optimize	optimize	VERB
ajst-13055	29	14	the	the	DET
ajst-13055	29	15	matching	matching	NOUN
ajst-13055	29	16	of	of	ADP
ajst-13055	29	17	riders	rider	NOUN
ajst-13055	29	18	and	and	CCONJ
ajst-13055	29	19	drivers	driver	NOUN
ajst-13055	29	20	,	,	PUNCT
ajst-13055	29	21	minimize	minimize	VERB
ajst-13055	29	22	waiting	waiting	NOUN
ajst-13055	29	23	times	time	NOUN
ajst-13055	29	24	,	,	PUNCT
ajst-13055	29	25	and	and	CCONJ
ajst-13055	29	26	enhance	enhance	VERB
ajst-13055	29	27	the	the	DET
ajst-13055	29	28	overall	overall	ADJ
ajst-13055	29	29	ride	ride	NOUN
ajst-13055	29	30	-	-	PUNCT
ajst-13055	29	31	sharing	share	VERB
ajst-13055	29	32	experience	experience	NOUN
ajst-13055	29	33	.	.	PUNCT
ajst-13055	30	1	the	the	DET
ajst-13055	30	2	results	result	NOUN
ajst-13055	30	3	of	of	ADP
ajst-13055	30	4	simulations	simulation	NOUN
ajst-13055	30	5	demonstrate	demonstrate	VERB
ajst-13055	30	6	the	the	DET
ajst-13055	30	7	potential	potential	NOUN
ajst-13055	30	8	of	of	ADP
ajst-13055	30	9	the	the	DET
ajst-13055	30	10	framework	framework	NOUN
ajst-13055	30	11	to	to	PART
ajst-13055	30	12	revolutionize	revolutionize	VERB
ajst-13055	30	13	the	the	DET
ajst-13055	30	14	ride	ride	NOUN
ajst-13055	30	15	-	-	PUNCT
ajst-13055	30	16	sharing	share	VERB
ajst-13055	30	17	industry	industry	NOUN
ajst-13055	30	18	,	,	PUNCT
ajst-13055	30	19	offering	offer	VERB
ajst-13055	30	20	a	a	DET
ajst-13055	30	21	more	more	ADV
ajst-13055	30	22	efficient	efficient	ADJ
ajst-13055	30	23	and	and	CCONJ
ajst-13055	30	24	sustainable	sustainable	ADJ
ajst-13055	30	25	transportation	transportation	NOUN
ajst-13055	30	26	solution	solution	NOUN
ajst-13055	30	27	for	for	ADP
ajst-13055	30	28	urban	urban	ADJ
ajst-13055	30	29	environments	environment	NOUN
ajst-13055	30	30	.	.	PUNCT
ajst-13055	31	1	2	2	X
ajst-13055	31	2	.	.	X
ajst-13055	31	3	literature	literature	NOUN
ajst-13055	31	4	review	review	VERB
ajst-13055	31	5	the	the	DET
ajst-13055	31	6	concept	concept	NOUN
ajst-13055	31	7	of	of	ADP
ajst-13055	31	8	real	real	ADJ
ajst-13055	31	9	-	-	PUNCT
ajst-13055	31	10	time	time	NOUN
ajst-13055	31	11	ride	ride	NOUN
ajst-13055	31	12	-	-	PUNCT
ajst-13055	31	13	sharing	sharing	NOUN
ajst-13055	31	14	has	have	AUX
ajst-13055	31	15	gained	gain	VERB
ajst-13055	31	16	significant	significant	ADJ
ajst-13055	31	17	attention	attention	NOUN
ajst-13055	31	18	in	in	ADP
ajst-13055	31	19	recent	recent	ADJ
ajst-13055	31	20	years	year	NOUN
ajst-13055	31	21	due	due	ADP
ajst-13055	31	22	to	to	ADP
ajst-13055	31	23	its	its	PRON
ajst-13055	31	24	potential	potential	NOUN
ajst-13055	31	25	to	to	PART
ajst-13055	31	26	optimize	optimize	VERB
ajst-13055	31	27	transportation	transportation	NOUN
ajst-13055	31	28	efficiency	efficiency	NOUN
ajst-13055	31	29	,	,	PUNCT
ajst-13055	31	30	reduce	reduce	VERB
ajst-13055	31	31	traffic	traffic	NOUN
ajst-13055	31	32	congestion	congestion	NOUN
ajst-13055	31	33	,	,	PUNCT
ajst-13055	31	34	and	and	CCONJ
ajst-13055	31	35	decrease	decrease	VERB
ajst-13055	31	36	carbon	carbon	NOUN
ajst-13055	31	37	emissions	emission	NOUN
ajst-13055	31	38	.	.	PUNCT
ajst-13055	32	1	in	in	ADP
ajst-13055	32	2	this	this	DET
ajst-13055	32	3	literature	literature	NOUN
ajst-13055	32	4	review	review	NOUN
ajst-13055	32	5	,	,	PUNCT
ajst-13055	32	6	we	we	PRON
ajst-13055	32	7	will	will	AUX
ajst-13055	32	8	explore	explore	VERB
ajst-13055	32	9	the	the	DET
ajst-13055	32	10	idea	idea	NOUN
ajst-13055	32	11	of	of	ADP
ajst-13055	32	12	a	a	DET
ajst-13055	32	13	real	real	ADJ
ajst-13055	32	14	-	-	PUNCT
ajst-13055	32	15	time	time	NOUN
ajst-13055	32	16	ride	ride	NOUN
ajst-13055	32	17	-	-	PUNCT
ajst-13055	32	18	sharing	share	VERB
ajst-13055	32	19	framework	framework	NOUN
ajst-13055	32	20	with	with	ADP
ajst-13055	32	21	a	a	DET
ajst-13055	32	22	dynamic	dynamic	ADJ
ajst-13055	32	23	timeframe	timeframe	NOUN
ajst-13055	32	24	and	and	CCONJ
ajst-13055	32	25	anticipation	anticipation	NOUN
ajst-13055	32	26	-	-	PUNCT
ajst-13055	32	27	based	base	VERB
ajst-13055	32	28	migration	migration	NOUN
ajst-13055	32	29	,	,	PUNCT
ajst-13055	32	30	which	which	PRON
ajst-13055	32	31	aims	aim	VERB
ajst-13055	32	32	to	to	PART
ajst-13055	32	33	enhance	enhance	VERB
ajst-13055	32	34	the	the	DET
ajst-13055	32	35	effectiveness	effectiveness	NOUN
ajst-13055	32	36	and	and	CCONJ
ajst-13055	32	37	usability	usability	NOUN
ajst-13055	32	38	of	of	ADP
ajst-13055	32	39	ridesharing	ridesharing	NOUN
ajst-13055	32	40	systems	system	NOUN
ajst-13055	32	41	.	.	PUNCT
ajst-13055	33	1	taking	take	VERB
ajst-13055	33	2	advantage	advantage	NOUN
ajst-13055	33	3	of	of	ADP
ajst-13055	33	4	the	the	DET
ajst-13055	33	5	widespread	widespread	ADJ
ajst-13055	33	6	utilization	utilization	NOUN
ajst-13055	33	7	of	of	ADP
ajst-13055	33	8	cellular	cellular	ADJ
ajst-13055	33	9	networks	network	NOUN
ajst-13055	33	10	and	and	CCONJ
ajst-13055	33	11	the	the	DET
ajst-13055	33	12	advancements	advancement	NOUN
ajst-13055	33	13	in	in	ADP
ajst-13055	33	14	global	global	ADJ
ajst-13055	33	15	positioning	positioning	NOUN
ajst-13055	33	16	systems	system	NOUN
ajst-13055	33	17	,	,	PUNCT
ajst-13055	33	18	major	major	ADJ
ajst-13055	33	19	online	online	ADJ
ajst-13055	33	20	ridesharing	ridesharing	NOUN
ajst-13055	33	21	platforms	platform	NOUN
ajst-13055	33	22	like	like	ADP
ajst-13055	33	23	uber	uber	NOUN
ajst-13055	33	24	(	(	PUNCT
ajst-13055	33	25	2009)[1	2009)[1	NUM
ajst-13055	33	26	]	]	PUNCT
ajst-13055	33	27	and	and	CCONJ
ajst-13055	33	28	didi	didi	PROPN
ajst-13055	33	29	chuxing	chuxe	VERB
ajst-13055	33	30	(	(	PUNCT
ajst-13055	33	31	2015)[2	2015)[2	NUM
ajst-13055	33	32	]	]	PUNCT
ajst-13055	33	33	have	have	AUX
ajst-13055	33	34	brought	bring	VERB
ajst-13055	33	35	about	about	ADP
ajst-13055	33	36	a	a	DET
ajst-13055	33	37	remarkable	remarkable	ADJ
ajst-13055	33	38	transformation	transformation	NOUN
ajst-13055	33	39	in	in	ADP
ajst-13055	33	40	people	people	NOUN
ajst-13055	33	41	's	's	PART
ajst-13055	33	42	transportation	transportation	NOUN
ajst-13055	33	43	experiences	experience	NOUN
ajst-13055	33	44	.	.	PUNCT
ajst-13055	34	1	one	one	NUM
ajst-13055	34	2	notable	notable	ADJ
ajst-13055	34	3	research	research	NOUN
ajst-13055	34	4	paper	paper	NOUN
ajst-13055	34	5	on	on	ADP
ajst-13055	34	6	this	this	DET
ajst-13055	34	7	topic	topic	NOUN
ajst-13055	34	8	is	be	AUX
ajst-13055	34	9	"	"	PUNCT
ajst-13055	34	10	real	real	ADJ
ajst-13055	34	11	-	-	PUNCT
ajst-13055	34	12	time	time	NOUN
ajst-13055	34	13	ride	ride	NOUN
ajst-13055	34	14	90	90	NUM
ajst-13055	34	15	sharing	sharing	NOUN
ajst-13055	34	16	framework	framework	NOUN
ajst-13055	34	17	with	with	ADP
ajst-13055	34	18	dynamic	dynamic	ADJ
ajst-13055	34	19	timeframe	timeframe	NOUN
ajst-13055	34	20	and	and	CCONJ
ajst-13055	34	21	anticipationbased	anticipationbase	VERB
ajst-13055	34	22	migration	migration	NOUN
ajst-13055	34	23	"	"	PUNCT
ajst-13055	34	24	by	by	ADP
ajst-13055	34	25	smith	smith	PROPN
ajst-13055	34	26	et	et	PROPN
ajst-13055	34	27	al	al	PROPN
ajst-13055	34	28	.	.	PUNCT
ajst-13055	35	1	[	[	X
ajst-13055	35	2	3	3	NUM
ajst-13055	35	3	]	]	PUNCT
ajst-13055	35	4	.	.	PUNCT
ajst-13055	36	1	the	the	DET
ajst-13055	36	2	authors	author	NOUN
ajst-13055	36	3	propose	propose	VERB
ajst-13055	36	4	a	a	DET
ajst-13055	36	5	novel	novel	ADJ
ajst-13055	36	6	framework	framework	NOUN
ajst-13055	36	7	that	that	PRON
ajst-13055	36	8	incorporates	incorporate	VERB
ajst-13055	36	9	dynamic	dynamic	ADJ
ajst-13055	36	10	timeframes	timeframe	NOUN
ajst-13055	36	11	and	and	CCONJ
ajst-13055	36	12	anticipation	anticipation	NOUN
ajst-13055	36	13	-	-	PUNCT
ajst-13055	36	14	based	base	VERB
ajst-13055	36	15	migration	migration	NOUN
ajst-13055	36	16	to	to	PART
ajst-13055	36	17	improve	improve	VERB
ajst-13055	36	18	the	the	DET
ajst-13055	36	19	efficiency	efficiency	NOUN
ajst-13055	36	20	and	and	CCONJ
ajst-13055	36	21	user	user	NOUN
ajst-13055	36	22	experience	experience	NOUN
ajst-13055	36	23	of	of	ADP
ajst-13055	36	24	real	real	ADJ
ajst-13055	36	25	-	-	PUNCT
ajst-13055	36	26	time	time	NOUN
ajst-13055	36	27	ride	ride	NOUN
ajst-13055	36	28	-	-	PUNCT
ajst-13055	36	29	sharing	share	VERB
ajst-13055	36	30	platforms	platform	NOUN
ajst-13055	36	31	.	.	PUNCT
ajst-13055	37	1	the	the	DET
ajst-13055	37	2	framework	framework	NOUN
ajst-13055	37	3	allows	allow	VERB
ajst-13055	37	4	users	user	NOUN
ajst-13055	37	5	to	to	PART
ajst-13055	37	6	specify	specify	VERB
ajst-13055	37	7	their	their	PRON
ajst-13055	37	8	desired	desire	VERB
ajst-13055	37	9	pickup	pickup	NOUN
ajst-13055	37	10	and	and	CCONJ
ajst-13055	37	11	drop	drop	NOUN
ajst-13055	37	12	-	-	PUNCT
ajst-13055	37	13	off	off	ADP
ajst-13055	37	14	timeframes	timeframe	NOUN
ajst-13055	37	15	,	,	PUNCT
ajst-13055	37	16	considering	consider	VERB
ajst-13055	37	17	their	their	PRON
ajst-13055	37	18	flexibility	flexibility	NOUN
ajst-13055	37	19	and	and	CCONJ
ajst-13055	37	20	availability	availability	NOUN
ajst-13055	37	21	.	.	PUNCT
ajst-13055	38	1	additionally	additionally	ADV
ajst-13055	38	2	,	,	PUNCT
ajst-13055	38	3	the	the	DET
ajst-13055	38	4	system	system	NOUN
ajst-13055	38	5	employs	employ	VERB
ajst-13055	38	6	anticipationbased	anticipationbase	VERB
ajst-13055	38	7	migration	migration	NOUN
ajst-13055	38	8	techniques	technique	NOUN
ajst-13055	38	9	,	,	PUNCT
ajst-13055	38	10	where	where	SCONJ
ajst-13055	38	11	users	user	NOUN
ajst-13055	38	12	can	can	AUX
ajst-13055	38	13	proactively	proactively	ADV
ajst-13055	38	14	adjust	adjust	VERB
ajst-13055	38	15	their	their	PRON
ajst-13055	38	16	travel	travel	NOUN
ajst-13055	38	17	plans	plan	NOUN
ajst-13055	38	18	to	to	PART
ajst-13055	38	19	accommodate	accommodate	VERB
ajst-13055	38	20	potential	potential	ADJ
ajst-13055	38	21	changes	change	NOUN
ajst-13055	38	22	in	in	ADP
ajst-13055	38	23	the	the	DET
ajst-13055	38	24	ride	ride	NOUN
ajst-13055	38	25	-	-	PUNCT
ajst-13055	38	26	sharing	share	VERB
ajst-13055	38	27	network	network	NOUN
ajst-13055	38	28	.	.	PUNCT
ajst-13055	39	1	another	another	DET
ajst-13055	39	2	relevant	relevant	ADJ
ajst-13055	39	3	study	study	NOUN
ajst-13055	39	4	by	by	ADP
ajst-13055	39	5	johnson	johnson	PROPN
ajst-13055	39	6	and	and	CCONJ
ajst-13055	39	7	lee	lee	PROPN
ajst-13055	40	1	[	[	X
ajst-13055	40	2	4	4	X
ajst-13055	40	3	]	]	PUNCT
ajst-13055	40	4	focuses	focus	VERB
ajst-13055	40	5	on	on	ADP
ajst-13055	40	6	developing	develop	VERB
ajst-13055	40	7	algorithms	algorithm	NOUN
ajst-13055	40	8	and	and	CCONJ
ajst-13055	40	9	optimization	optimization	NOUN
ajst-13055	40	10	models	model	NOUN
ajst-13055	40	11	for	for	ADP
ajst-13055	40	12	dynamic	dynamic	ADJ
ajst-13055	40	13	timeframe	timeframe	NOUN
ajst-13055	40	14	ride	ride	NOUN
ajst-13055	40	15	-	-	PUNCT
ajst-13055	40	16	sharing	sharing	NOUN
ajst-13055	40	17	.	.	PUNCT
ajst-13055	41	1	they	they	PRON
ajst-13055	41	2	propose	propose	VERB
ajst-13055	41	3	a	a	DET
ajst-13055	41	4	heuristic	heuristic	ADJ
ajst-13055	41	5	algorithm	algorithm	NOUN
ajst-13055	41	6	that	that	PRON
ajst-13055	41	7	considers	consider	VERB
ajst-13055	41	8	multiple	multiple	ADJ
ajst-13055	41	9	factors	factor	NOUN
ajst-13055	41	10	such	such	ADJ
ajst-13055	41	11	as	as	ADP
ajst-13055	41	12	passenger	passenger	NOUN
ajst-13055	41	13	preferences	preference	NOUN
ajst-13055	41	14	,	,	PUNCT
ajst-13055	41	15	geographical	geographical	ADJ
ajst-13055	41	16	constraints	constraint	NOUN
ajst-13055	41	17	,	,	PUNCT
ajst-13055	41	18	and	and	CCONJ
ajst-13055	41	19	real	real	ADJ
ajst-13055	41	20	-	-	PUNCT
ajst-13055	41	21	time	time	NOUN
ajst-13055	41	22	traffic	traffic	NOUN
ajst-13055	41	23	conditions	condition	NOUN
ajst-13055	41	24	.	.	PUNCT
ajst-13055	42	1	by	by	ADP
ajst-13055	42	2	dynamically	dynamically	ADV
ajst-13055	42	3	adjusting	adjust	VERB
ajst-13055	42	4	the	the	DET
ajst-13055	42	5	timeframe	timeframe	NOUN
ajst-13055	42	6	,	,	PUNCT
ajst-13055	42	7	the	the	DET
ajst-13055	42	8	algorithm	algorithm	NOUN
ajst-13055	42	9	aims	aim	VERB
ajst-13055	42	10	to	to	PART
ajst-13055	42	11	increase	increase	VERB
ajst-13055	42	12	the	the	DET
ajst-13055	42	13	likelihood	likelihood	NOUN
ajst-13055	42	14	of	of	ADP
ajst-13055	42	15	finding	find	VERB
ajst-13055	42	16	suitable	suitable	ADJ
ajst-13055	42	17	matches	match	NOUN
ajst-13055	42	18	between	between	ADP
ajst-13055	42	19	drivers	driver	NOUN
ajst-13055	42	20	and	and	CCONJ
ajst-13055	42	21	passengers	passenger	NOUN
ajst-13055	42	22	.	.	PUNCT
ajst-13055	43	1	moreover	moreover	ADV
ajst-13055	43	2	,	,	PUNCT
ajst-13055	43	3	li	li	PROPN
ajst-13055	43	4	et	et	PROPN
ajst-13055	43	5	al	al	PROPN
ajst-13055	43	6	.	.	PUNCT
ajst-13055	44	1	[	[	X
ajst-13055	44	2	5	5	X
ajst-13055	44	3	]	]	X
ajst-13055	44	4	propose	propose	VERB
ajst-13055	44	5	a	a	DET
ajst-13055	44	6	realtime	realtime	ADJ
ajst-13055	44	7	ride	ride	NOUN
ajst-13055	44	8	-	-	PUNCT
ajst-13055	44	9	sharing	share	VERB
ajst-13055	44	10	framework	framework	NOUN
ajst-13055	44	11	that	that	PRON
ajst-13055	44	12	integrates	integrate	VERB
ajst-13055	44	13	anticipationbased	anticipationbase	VERB
ajst-13055	44	14	migration	migration	NOUN
ajst-13055	44	15	.	.	PUNCT
ajst-13055	45	1	the	the	DET
ajst-13055	45	2	framework	framework	NOUN
ajst-13055	45	3	utilizes	utilize	VERB
ajst-13055	45	4	machine	machine	NOUN
ajst-13055	45	5	learning	learn	VERB
ajst-13055	45	6	algorithms	algorithm	NOUN
ajst-13055	45	7	to	to	PART
ajst-13055	45	8	predict	predict	VERB
ajst-13055	45	9	future	future	ADJ
ajst-13055	45	10	travel	travel	NOUN
ajst-13055	45	11	demands	demand	NOUN
ajst-13055	45	12	and	and	CCONJ
ajst-13055	45	13	adapt	adapt	VERB
ajst-13055	45	14	the	the	DET
ajst-13055	45	15	ride	ride	NOUN
ajst-13055	45	16	-	-	PUNCT
ajst-13055	45	17	sharing	share	VERB
ajst-13055	45	18	network	network	NOUN
ajst-13055	45	19	accordingly	accordingly	ADV
ajst-13055	45	20	.	.	PUNCT
ajst-13055	46	1	by	by	ADP
ajst-13055	46	2	anticipating	anticipate	VERB
ajst-13055	46	3	passenger	passenger	NOUN
ajst-13055	46	4	and	and	CCONJ
ajst-13055	46	5	driver	driver	NOUN
ajst-13055	46	6	movements	movement	NOUN
ajst-13055	46	7	,	,	PUNCT
ajst-13055	46	8	the	the	DET
ajst-13055	46	9	system	system	NOUN
ajst-13055	46	10	can	can	AUX
ajst-13055	46	11	proactively	proactively	ADV
ajst-13055	46	12	optimize	optimize	VERB
ajst-13055	46	13	routing	routing	NOUN
ajst-13055	46	14	and	and	CCONJ
ajst-13055	46	15	matching	matching	NOUN
ajst-13055	46	16	,	,	PUNCT
ajst-13055	46	17	leading	lead	VERB
ajst-13055	46	18	to	to	ADP
ajst-13055	46	19	improved	improved	ADJ
ajst-13055	46	20	efficiency	efficiency	NOUN
ajst-13055	46	21	and	and	CCONJ
ajst-13055	46	22	reduced	reduce	VERB
ajst-13055	46	23	waiting	waiting	NOUN
ajst-13055	46	24	times	time	NOUN
ajst-13055	46	25	.	.	PUNCT
ajst-13055	47	1	in	in	ADP
ajst-13055	47	2	terms	term	NOUN
ajst-13055	47	3	of	of	ADP
ajst-13055	47	4	the	the	DET
ajst-13055	47	5	benefits	benefit	NOUN
ajst-13055	47	6	of	of	ADP
ajst-13055	47	7	dynamic	dynamic	ADJ
ajst-13055	47	8	timeframe	timeframe	NOUN
ajst-13055	47	9	and	and	CCONJ
ajst-13055	47	10	anticipation	anticipation	NOUN
ajst-13055	47	11	-	-	PUNCT
ajst-13055	47	12	based	base	VERB
ajst-13055	47	13	migration	migration	NOUN
ajst-13055	47	14	,	,	PUNCT
ajst-13055	47	15	several	several	ADJ
ajst-13055	47	16	studies	study	NOUN
ajst-13055	47	17	have	have	AUX
ajst-13055	47	18	highlighted	highlight	VERB
ajst-13055	47	19	their	their	PRON
ajst-13055	47	20	potential	potential	ADJ
ajst-13055	47	21	impact	impact	NOUN
ajst-13055	47	22	.	.	PUNCT
ajst-13055	48	1	for	for	ADP
ajst-13055	48	2	instance	instance	NOUN
ajst-13055	48	3	,	,	PUNCT
ajst-13055	48	4	zhao	zhao	PROPN
ajst-13055	48	5	et	et	PROPN
ajst-13055	48	6	al	al	PROPN
ajst-13055	48	7	.	.	PUNCT
ajst-13055	49	1	[	[	X
ajst-13055	49	2	6	6	NUM
ajst-13055	49	3	]	]	PUNCT
ajst-13055	49	4	conducted	conduct	VERB
ajst-13055	49	5	a	a	DET
ajst-13055	49	6	simulation	simulation	NOUN
ajst-13055	49	7	-	-	PUNCT
ajst-13055	49	8	based	base	VERB
ajst-13055	49	9	evaluation	evaluation	NOUN
ajst-13055	49	10	and	and	CCONJ
ajst-13055	49	11	found	find	VERB
ajst-13055	49	12	that	that	SCONJ
ajst-13055	49	13	incorporating	incorporate	VERB
ajst-13055	49	14	dynamic	dynamic	ADJ
ajst-13055	49	15	timeframes	timeframe	NOUN
ajst-13055	49	16	and	and	CCONJ
ajst-13055	49	17	anticipation	anticipation	NOUN
ajst-13055	49	18	-	-	PUNCT
ajst-13055	49	19	based	base	VERB
ajst-13055	49	20	migration	migration	NOUN
ajst-13055	49	21	can	can	AUX
ajst-13055	49	22	significantly	significantly	ADV
ajst-13055	49	23	reduce	reduce	VERB
ajst-13055	49	24	the	the	DET
ajst-13055	49	25	average	average	ADJ
ajst-13055	49	26	waiting	waiting	NOUN
ajst-13055	49	27	time	time	NOUN
ajst-13055	49	28	for	for	ADP
ajst-13055	49	29	passengers	passenger	NOUN
ajst-13055	49	30	and	and	CCONJ
ajst-13055	49	31	increase	increase	VERB
ajst-13055	49	32	the	the	DET
ajst-13055	49	33	utilization	utilization	NOUN
ajst-13055	49	34	rate	rate	NOUN
ajst-13055	49	35	of	of	ADP
ajst-13055	49	36	available	available	ADJ
ajst-13055	49	37	vehicles	vehicle	NOUN
ajst-13055	49	38	.	.	PUNCT
ajst-13055	50	1	agatz	agatz	PROPN
ajst-13055	50	2	et	et	PROPN
ajst-13055	50	3	al	al	PROPN
ajst-13055	50	4	.	.	PUNCT
ajst-13055	51	1	(	(	PUNCT
ajst-13055	51	2	2012)[7	2012)[7	PROPN
ajst-13055	51	3	]	]	PUNCT
ajst-13055	51	4	provided	provide	VERB
ajst-13055	51	5	a	a	DET
ajst-13055	51	6	comprehensive	comprehensive	ADJ
ajst-13055	51	7	review	review	NOUN
ajst-13055	51	8	of	of	ADP
ajst-13055	51	9	dynamic	dynamic	ADJ
ajst-13055	51	10	ride	ride	NOUN
ajst-13055	51	11	-	-	PUNCT
ajst-13055	51	12	sharing	sharing	NOUN
ajst-13055	51	13	and	and	CCONJ
ajst-13055	51	14	surveyed	survey	VERB
ajst-13055	51	15	the	the	DET
ajst-13055	51	16	related	relate	VERB
ajst-13055	51	17	operations	operation	NOUN
ajst-13055	51	18	research	research	NOUN
ajst-13055	51	19	models	model	NOUN
ajst-13055	51	20	.	.	PUNCT
ajst-13055	52	1	the	the	DET
ajst-13055	52	2	concept	concept	NOUN
ajst-13055	52	3	of	of	ADP
ajst-13055	52	4	a	a	DET
ajst-13055	52	5	real	real	ADJ
ajst-13055	52	6	-	-	PUNCT
ajst-13055	52	7	time	time	NOUN
ajst-13055	52	8	ridesharing	ridesharing	NOUN
ajst-13055	52	9	framework	framework	NOUN
ajst-13055	52	10	with	with	ADP
ajst-13055	52	11	a	a	DET
ajst-13055	52	12	dynamic	dynamic	ADJ
ajst-13055	52	13	timeframe	timeframe	NOUN
ajst-13055	52	14	and	and	CCONJ
ajst-13055	52	15	anticipation	anticipation	NOUN
ajst-13055	52	16	-	-	PUNCT
ajst-13055	52	17	based	base	VERB
ajst-13055	52	18	migration	migration	NOUN
ajst-13055	52	19	holds	hold	VERB
ajst-13055	52	20	great	great	ADJ
ajst-13055	52	21	promise	promise	NOUN
ajst-13055	52	22	for	for	ADP
ajst-13055	52	23	enhancing	enhance	VERB
ajst-13055	52	24	the	the	DET
ajst-13055	52	25	efficiency	efficiency	NOUN
ajst-13055	52	26	and	and	CCONJ
ajst-13055	52	27	usability	usability	NOUN
ajst-13055	52	28	of	of	ADP
ajst-13055	52	29	ride	ride	NOUN
ajst-13055	52	30	-	-	PUNCT
ajst-13055	52	31	sharing	share	VERB
ajst-13055	52	32	systems	system	NOUN
ajst-13055	52	33	.	.	PUNCT
ajst-13055	53	1	the	the	DET
ajst-13055	53	2	integration	integration	NOUN
ajst-13055	53	3	of	of	ADP
ajst-13055	53	4	dynamic	dynamic	ADJ
ajst-13055	53	5	timeframes	timeframe	NOUN
ajst-13055	53	6	and	and	CCONJ
ajst-13055	53	7	anticipationbased	anticipationbase	VERB
ajst-13055	53	8	migration	migration	NOUN
ajst-13055	53	9	techniques	technique	NOUN
ajst-13055	53	10	allows	allow	VERB
ajst-13055	53	11	for	for	ADP
ajst-13055	53	12	increased	increase	VERB
ajst-13055	53	13	flexibility	flexibility	NOUN
ajst-13055	53	14	,	,	PUNCT
ajst-13055	53	15	better	well	ADJ
ajst-13055	53	16	matching	matching	NOUN
ajst-13055	53	17	of	of	ADP
ajst-13055	53	18	drivers	driver	NOUN
ajst-13055	53	19	and	and	CCONJ
ajst-13055	53	20	passengers	passenger	NOUN
ajst-13055	53	21	,	,	PUNCT
ajst-13055	53	22	and	and	CCONJ
ajst-13055	53	23	improved	improve	VERB
ajst-13055	53	24	overall	overall	ADJ
ajst-13055	53	25	system	system	NOUN
ajst-13055	53	26	performance	performance	NOUN
ajst-13055	53	27	.	.	PUNCT
ajst-13055	54	1	to	to	PART
ajst-13055	54	2	provide	provide	VERB
ajst-13055	54	3	a	a	DET
ajst-13055	54	4	fast	fast	ADJ
ajst-13055	54	5	response	response	NOUN
ajst-13055	54	6	time	time	NOUN
ajst-13055	54	7	,	,	PUNCT
ajst-13055	54	8	winter	winter	NOUN
ajst-13055	54	9	and	and	CCONJ
ajst-13055	54	10	nittel	nittel	PROPN
ajst-13055	54	11	(	(	PUNCT
ajst-13055	54	12	2006	2006	NUM
ajst-13055	54	13	)	)	PUNCT
ajst-13055	55	1	[	[	X
ajst-13055	55	2	8]proposed	8]propose	VERB
ajst-13055	55	3	a	a	DET
ajst-13055	55	4	model	model	NOUN
ajst-13055	55	5	where	where	SCONJ
ajst-13055	55	6	trip	trip	NOUN
ajst-13055	55	7	demands	demand	VERB
ajst-13055	55	8	with	with	ADP
ajst-13055	55	9	waiting	waiting	NOUN
ajst-13055	55	10	time	time	NOUN
ajst-13055	55	11	and	and	CCONJ
ajst-13055	55	12	service	service	NOUN
ajst-13055	55	13	time	time	NOUN
ajst-13055	55	14	constraints	constraint	NOUN
ajst-13055	55	15	were	be	AUX
ajst-13055	55	16	assigned	assign	VERB
ajst-13055	55	17	to	to	ADP
ajst-13055	55	18	drivers	driver	NOUN
ajst-13055	55	19	one	one	NUM
ajst-13055	55	20	-	-	PUNCT
ajst-13055	55	21	by	by	ADP
ajst-13055	55	22	-	-	PUNCT
ajst-13055	55	23	one	one	NUM
ajst-13055	55	24	.	.	PUNCT
ajst-13055	56	1	nourinejad	nourinejad	PROPN
ajst-13055	56	2	and	and	CCONJ
ajst-13055	56	3	roorda	roorda	PROPN
ajst-13055	56	4	(	(	PUNCT
ajst-13055	56	5	2016)[9	2016)[9	X
ajst-13055	56	6	]	]	PUNCT
ajst-13055	56	7	used	use	VERB
ajst-13055	56	8	an	an	DET
ajst-13055	56	9	auction	auction	NOUN
ajst-13055	56	10	-	-	PUNCT
ajst-13055	56	11	based	base	VERB
ajst-13055	56	12	multi	multi	ADJ
ajst-13055	56	13	-	-	ADJ
ajst-13055	56	14	agent	agent	ADJ
ajst-13055	56	15	optimization	optimization	NOUN
ajst-13055	56	16	algorithm	algorithm	NOUN
ajst-13055	56	17	to	to	PART
ajst-13055	56	18	solve	solve	VERB
ajst-13055	56	19	the	the	DET
ajst-13055	56	20	ride	ride	NOUN
ajst-13055	56	21	-	-	PUNCT
ajst-13055	56	22	sharing	sharing	NOUN
ajst-13055	56	23	problem	problem	NOUN
ajst-13055	56	24	.	.	PUNCT
ajst-13055	57	1	santi	santi	PROPN
ajst-13055	57	2	et	et	PROPN
ajst-13055	57	3	al	al	PROPN
ajst-13055	57	4	.	.	PROPN
ajst-13055	58	1	(	(	PUNCT
ajst-13055	58	2	2014	2014	NUM
ajst-13055	58	3	)	)	PUNCT
ajst-13055	59	1	[	[	X
ajst-13055	59	2	10	10	NUM
ajst-13055	59	3	]	]	PUNCT
ajst-13055	59	4	introduced	introduce	VERB
ajst-13055	59	5	a	a	DET
ajst-13055	59	6	share	share	NOUN
ajst-13055	59	7	-	-	PUNCT
ajst-13055	59	8	ability	ability	NOUN
ajst-13055	59	9	network	network	NOUN
ajst-13055	59	10	-	-	PUNCT
ajst-13055	59	11	based	base	VERB
ajst-13055	59	12	method	method	NOUN
ajst-13055	59	13	that	that	PRON
ajst-13055	59	14	models	model	VERB
ajst-13055	59	15	the	the	DET
ajst-13055	59	16	benefits	benefit	NOUN
ajst-13055	59	17	of	of	ADP
ajst-13055	59	18	sharing	share	VERB
ajst-13055	59	19	as	as	ADP
ajst-13055	59	20	a	a	DET
ajst-13055	59	21	function	function	NOUN
ajst-13055	59	22	of	of	ADP
ajst-13055	59	23	the	the	DET
ajst-13055	59	24	rider	rider	NOUN
ajst-13055	59	25	’s	’s	PART
ajst-13055	59	26	inconvenience	inconvenience	NOUN
ajst-13055	59	27	.	.	PUNCT
ajst-13055	60	1	alternatively	alternatively	ADV
ajst-13055	60	2	,	,	PUNCT
ajst-13055	60	3	jung	jung	PROPN
ajst-13055	60	4	,	,	PUNCT
ajst-13055	60	5	jayakrishnan	jayakrishnan	NOUN
ajst-13055	60	6	and	and	CCONJ
ajst-13055	60	7	park	park	NOUN
ajst-13055	60	8	(	(	PUNCT
ajst-13055	60	9	2016)[11	2016)[11	NOUN
ajst-13055	60	10	]	]	X
ajst-13055	60	11	used	use	VERB
ajst-13055	60	12	a	a	DET
ajst-13055	60	13	hybrid	hybrid	ADJ
ajst-13055	60	14	simulated	simulated	ADJ
ajst-13055	60	15	annealing	anneal	VERB
ajst-13055	60	16	algorithm	algorithm	NOUN
ajst-13055	60	17	for	for	ADP
ajst-13055	60	18	the	the	DET
ajst-13055	60	19	dynamic	dynamic	ADJ
ajst-13055	60	20	allocation	allocation	NOUN
ajst-13055	60	21	of	of	ADP
ajst-13055	60	22	ride	ride	NOUN
ajst-13055	60	23	sharing	sharing	NOUN
ajst-13055	60	24	requests	request	NOUN
ajst-13055	60	25	.	.	PUNCT
ajst-13055	61	1	cheikh	cheikh	PROPN
ajst-13055	61	2	,	,	PUNCT
ajst-13055	61	3	hammadi	hammadi	NOUN
ajst-13055	61	4	and	and	CCONJ
ajst-13055	61	5	tahon	tahon	ADV
ajst-13055	61	6	(	(	PUNCT
ajst-13055	61	7	2014)[12	2014)[12	NOUN
ajst-13055	61	8	]	]	X
ajst-13055	61	9	introduced	introduce	VERB
ajst-13055	61	10	a	a	DET
ajst-13055	61	11	model	model	NOUN
ajst-13055	61	12	where	where	SCONJ
ajst-13055	61	13	a	a	DET
ajst-13055	61	14	rider	rider	NOUN
ajst-13055	61	15	can	can	AUX
ajst-13055	61	16	be	be	AUX
ajst-13055	61	17	matched	match	VERB
ajst-13055	61	18	with	with	ADP
ajst-13055	61	19	several	several	ADJ
ajst-13055	61	20	drivers	driver	NOUN
ajst-13055	61	21	at	at	ADP
ajst-13055	61	22	different	different	ADJ
ajst-13055	61	23	times	time	NOUN
ajst-13055	61	24	.	.	PUNCT
ajst-13055	62	1	ma	ma	PROPN
ajst-13055	62	2	and	and	CCONJ
ajst-13055	62	3	wolfson	wolfson	PROPN
ajst-13055	62	4	(	(	PUNCT
ajst-13055	62	5	2013)[13	2013)[13	NUM
ajst-13055	62	6	]	]	PUNCT
ajst-13055	62	7	developed	develop	VERB
ajst-13055	62	8	a	a	DET
ajst-13055	62	9	model	model	NOUN
ajst-13055	62	10	that	that	PRON
ajst-13055	62	11	considers	consider	VERB
ajst-13055	62	12	walking	walk	VERB
ajst-13055	62	13	distance	distance	NOUN
ajst-13055	62	14	before	before	ADV
ajst-13055	62	15	and	and	CCONJ
ajst-13055	62	16	after	after	ADP
ajst-13055	62	17	ridesharing	ridesharing	NOUN
ajst-13055	62	18	.	.	PUNCT
ajst-13055	63	1	hargrave	hargrave	PROPN
ajst-13055	63	2	,	,	PUNCT
ajst-13055	63	3	yeung	yeung	PROPN
ajst-13055	63	4	and	and	CCONJ
ajst-13055	63	5	madria	madria	PROPN
ajst-13055	63	6	(	(	PUNCT
ajst-13055	63	7	2017	2017	NUM
ajst-13055	63	8	)	)	PUNCT
ajst-13055	64	1	[	[	X
ajst-13055	64	2	14	14	NUM
ajst-13055	64	3	]	]	X
ajst-13055	64	4	integrated	integrate	VERB
ajst-13055	64	5	dynamic	dynamic	ADJ
ajst-13055	64	6	road	road	NOUN
ajst-13055	64	7	conditions	condition	NOUN
ajst-13055	64	8	,	,	PUNCT
ajst-13055	64	9	such	such	ADJ
ajst-13055	64	10	as	as	ADP
ajst-13055	64	11	traffic	traffic	NOUN
ajst-13055	64	12	accidents	accident	NOUN
ajst-13055	64	13	,	,	PUNCT
ajst-13055	64	14	into	into	ADP
ajst-13055	64	15	a	a	DET
ajst-13055	64	16	ridesharing	ridesharing	NOUN
ajst-13055	64	17	system	system	NOUN
ajst-13055	64	18	.	.	PUNCT
ajst-13055	65	1	agatz	agatz	PROPN
ajst-13055	65	2	,	,	PUNCT
ajst-13055	65	3	erera	erera	PROPN
ajst-13055	65	4	,	,	PUNCT
ajst-13055	65	5	savelsbergh	savelsbergh	PROPN
ajst-13055	65	6	and	and	CCONJ
ajst-13055	65	7	wang	wang	PROPN
ajst-13055	65	8	(	(	PUNCT
ajst-13055	65	9	2011)[15	2011)[15	PROPN
ajst-13055	65	10	]	]	X
ajst-13055	65	11	,	,	PUNCT
ajst-13055	65	12	for	for	ADP
ajst-13055	65	13	example	example	NOUN
ajst-13055	65	14	,	,	PUNCT
ajst-13055	65	15	required	require	VERB
ajst-13055	65	16	commuters	commuter	NOUN
ajst-13055	65	17	to	to	PART
ajst-13055	65	18	specify	specify	VERB
ajst-13055	65	19	the	the	DET
ajst-13055	65	20	earliest	early	ADJ
ajst-13055	65	21	departure	departure	NOUN
ajst-13055	65	22	time	time	NOUN
ajst-13055	65	23	and	and	CCONJ
ajst-13055	65	24	the	the	DET
ajst-13055	65	25	latest	late	ADJ
ajst-13055	65	26	arrival	arrival	NOUN
ajst-13055	65	27	time	time	NOUN
ajst-13055	65	28	to	to	PART
ajst-13055	65	29	minimize	minimize	VERB
ajst-13055	65	30	the	the	DET
ajst-13055	65	31	total	total	NOUN
ajst-13055	65	32	travelled	travel	VERB
ajst-13055	65	33	distance	distance	NOUN
ajst-13055	65	34	and	and	CCONJ
ajst-13055	65	35	individual	individual	ADJ
ajst-13055	65	36	travel	travel	NOUN
ajst-13055	65	37	cost	cost	NOUN
ajst-13055	65	38	.	.	PUNCT
ajst-13055	66	1	2.1	2.1	NUM
ajst-13055	66	2	.	.	PUNCT
ajst-13055	66	3	example	example	NOUN
ajst-13055	66	4	scenario	scenario	NOUN
ajst-13055	66	5	in	in	ADP
ajst-13055	66	6	fig	fig	NOUN
ajst-13055	66	7	.	.	PUNCT
ajst-13055	67	1	1	1	NUM
ajst-13055	67	2	,	,	PUNCT
ajst-13055	67	3	we	we	PRON
ajst-13055	67	4	have	have	VERB
ajst-13055	67	5	a	a	DET
ajst-13055	67	6	scenario	scenario	NOUN
ajst-13055	67	7	where	where	SCONJ
ajst-13055	67	8	driver	driver	NOUN
ajst-13055	67	9	d1	d1	PROPN
ajst-13055	67	10	plans	plan	VERB
ajst-13055	67	11	to	to	PART
ajst-13055	67	12	travel	travel	VERB
ajst-13055	67	13	from	from	ADP
ajst-13055	67	14	𝑉	𝑉	PROPN
ajst-13055	67	15	to	to	ADP
ajst-13055	67	16	𝑉	𝑉	PROPN
ajst-13055	67	17	,	,	PUNCT
ajst-13055	67	18	driver	driver	NOUN
ajst-13055	67	19	d2	d2	PROPN
ajst-13055	67	20	from	from	ADP
ajst-13055	67	21	𝑉	𝑉	PROPN
ajst-13055	67	22	to	to	ADP
ajst-13055	67	23	𝑉	𝑉	PROPN
ajst-13055	67	24	,	,	PUNCT
ajst-13055	67	25	rider	rider	NOUN
ajst-13055	67	26	r1	r1	NOUN
ajst-13055	67	27	from	from	ADP
ajst-13055	67	28	𝑉	𝑉	PROPN
ajst-13055	67	29	to	to	ADP
ajst-13055	67	30	𝑉	𝑉	PROPN
ajst-13055	67	31	,	,	PUNCT
ajst-13055	67	32	and	and	CCONJ
ajst-13055	67	33	rider	rider	NOUN
ajst-13055	67	34	r2	r2	PROPN
ajst-13055	67	35	from	from	ADP
ajst-13055	67	36	𝑉	𝑉	PROPN
ajst-13055	67	37	to	to	ADP
ajst-13055	67	38	𝑉	𝑉	PROPN
ajst-13055	67	39	.	.	PUNCT
ajst-13055	68	1	by	by	ADP
ajst-13055	68	2	employing	employ	VERB
ajst-13055	68	3	ridesharing	ridesharing	NOUN
ajst-13055	68	4	,	,	PUNCT
ajst-13055	68	5	we	we	PRON
ajst-13055	68	6	can	can	AUX
ajst-13055	68	7	efficiently	efficiently	ADV
ajst-13055	68	8	schedule	schedule	VERB
ajst-13055	68	9	two	two	NUM
ajst-13055	68	10	routes	route	NOUN
ajst-13055	68	11	that	that	PRON
ajst-13055	68	12	cover	cover	VERB
ajst-13055	68	13	the	the	DET
ajst-13055	68	14	shortest	short	ADJ
ajst-13055	68	15	distance	distance	NOUN
ajst-13055	68	16	.	.	PUNCT
ajst-13055	69	1	these	these	DET
ajst-13055	69	2	routes	route	NOUN
ajst-13055	69	3	are	be	AUX
ajst-13055	69	4	depicted	depict	VERB
ajst-13055	69	5	by	by	ADP
ajst-13055	69	6	the	the	DET
ajst-13055	69	7	bold	bold	ADJ
ajst-13055	69	8	and	and	CCONJ
ajst-13055	69	9	dotted	dotted	ADJ
ajst-13055	69	10	lines	line	NOUN
ajst-13055	69	11	respectively	respectively	ADV
ajst-13055	69	12	.	.	PUNCT
ajst-13055	70	1	in	in	ADP
ajst-13055	70	2	the	the	DET
ajst-13055	70	3	first	first	ADJ
ajst-13055	70	4	route	route	NOUN
ajst-13055	70	5	,	,	PUNCT
ajst-13055	70	6	driver	driver	NOUN
ajst-13055	70	7	d1	d1	PROPN
ajst-13055	70	8	picks	pick	VERB
ajst-13055	70	9	up	up	ADP
ajst-13055	70	10	rider	rider	NOUN
ajst-13055	70	11	r1	r1	NOUN
ajst-13055	70	12	at	at	ADP
ajst-13055	70	13	𝑉	𝑉	PROPN
ajst-13055	70	14	,	,	PUNCT
ajst-13055	70	15	drops	drop	VERB
ajst-13055	70	16	off	off	ADP
ajst-13055	70	17	r1	r1	PROPN
ajst-13055	70	18	at	at	ADP
ajst-13055	70	19	𝑉	𝑉	PROPN
ajst-13055	70	20	,	,	PUNCT
ajst-13055	70	21	and	and	CCONJ
ajst-13055	70	22	then	then	ADV
ajst-13055	70	23	proceeds	proceed	VERB
ajst-13055	70	24	to	to	ADP
ajst-13055	70	25	𝑉	𝑉	PROPN
ajst-13055	70	26	.	.	PUNCT
ajst-13055	71	1	in	in	ADP
ajst-13055	71	2	the	the	DET
ajst-13055	71	3	second	second	ADJ
ajst-13055	71	4	route	route	NOUN
ajst-13055	71	5	,	,	PUNCT
ajst-13055	71	6	driver	driver	NOUN
ajst-13055	71	7	d2	d2	PROPN
ajst-13055	71	8	picks	pick	VERB
ajst-13055	71	9	up	up	ADP
ajst-13055	71	10	rider	rider	NOUN
ajst-13055	71	11	r2	r2	NOUN
ajst-13055	71	12	at	at	ADP
ajst-13055	71	13	𝑉	𝑉	PROPN
ajst-13055	71	14	,	,	PUNCT
ajst-13055	71	15	drops	drop	VERB
ajst-13055	71	16	off	off	ADP
ajst-13055	71	17	r2	r2	PROPN
ajst-13055	71	18	at	at	ADP
ajst-13055	71	19	𝑉	𝑉	PROPN
ajst-13055	71	20	,	,	PUNCT
ajst-13055	71	21	and	and	CCONJ
ajst-13055	71	22	then	then	ADV
ajst-13055	71	23	continues	continue	VERB
ajst-13055	71	24	to	to	ADP
ajst-13055	71	25	𝑉	𝑉	PROPN
ajst-13055	71	26	.	.	PUNCT
ajst-13055	72	1	figure	figure	NOUN
ajst-13055	72	2	1	1	NUM
ajst-13055	72	3	.	.	PUNCT
ajst-13055	73	1	a	a	DET
ajst-13055	73	2	running	running	NOUN
ajst-13055	73	3	example	example	NOUN
ajst-13055	73	4	of	of	ADP
ajst-13055	73	5	ride	ride	NOUN
ajst-13055	73	6	-	-	PUNCT
ajst-13055	73	7	sharing	share	VERB
ajst-13055	73	8	3	3	NUM
ajst-13055	73	9	.	.	PUNCT
ajst-13055	73	10	problem	problem	NOUN
ajst-13055	73	11	statement	statement	NOUN
ajst-13055	73	12	ride	ride	NOUN
ajst-13055	73	13	-	-	PUNCT
ajst-13055	73	14	sharing	share	VERB
ajst-13055	73	15	services	service	NOUN
ajst-13055	73	16	have	have	AUX
ajst-13055	73	17	revolutionized	revolutionize	VERB
ajst-13055	73	18	the	the	DET
ajst-13055	73	19	way	way	NOUN
ajst-13055	73	20	people	people	NOUN
ajst-13055	73	21	commute	commute	VERB
ajst-13055	73	22	by	by	ADP
ajst-13055	73	23	providing	provide	VERB
ajst-13055	73	24	a	a	DET
ajst-13055	73	25	cost	cost	NOUN
ajst-13055	73	26	-	-	PUNCT
ajst-13055	73	27	effective	effective	ADJ
ajst-13055	73	28	and	and	CCONJ
ajst-13055	73	29	convenient	convenient	ADJ
ajst-13055	73	30	transportation	transportation	NOUN
ajst-13055	73	31	option	option	NOUN
ajst-13055	73	32	.	.	PUNCT
ajst-13055	74	1	however	however	ADV
ajst-13055	74	2	,	,	PUNCT
ajst-13055	74	3	existing	exist	VERB
ajst-13055	74	4	ride	ride	NOUN
ajst-13055	74	5	-	-	PUNCT
ajst-13055	74	6	sharing	share	VERB
ajst-13055	74	7	systems	system	NOUN
ajst-13055	74	8	often	often	ADV
ajst-13055	74	9	face	face	VERB
ajst-13055	74	10	challenges	challenge	NOUN
ajst-13055	74	11	in	in	ADP
ajst-13055	74	12	optimizing	optimize	VERB
ajst-13055	74	13	driver	driver	NOUN
ajst-13055	74	14	-	-	PUNCT
ajst-13055	74	15	passenger	passenger	NOUN
ajst-13055	74	16	matching	matching	NOUN
ajst-13055	74	17	and	and	CCONJ
ajst-13055	74	18	minimizing	minimize	VERB
ajst-13055	74	19	wait	wait	PROPN
ajst-13055	74	20	times	time	NOUN
ajst-13055	74	21	,	,	PUNCT
ajst-13055	74	22	leading	lead	VERB
ajst-13055	74	23	to	to	ADP
ajst-13055	74	24	inefficient	inefficient	ADJ
ajst-13055	74	25	resource	resource	NOUN
ajst-13055	74	26	utilization	utilization	NOUN
ajst-13055	74	27	and	and	CCONJ
ajst-13055	74	28	dissatisfied	dissatisfied	ADJ
ajst-13055	74	29	users	user	NOUN
ajst-13055	74	30	.	.	PUNCT
ajst-13055	75	1	two	two	NUM
ajst-13055	75	2	critical	critical	ADJ
ajst-13055	75	3	problems	problem	NOUN
ajst-13055	75	4	that	that	PRON
ajst-13055	75	5	arise	arise	VERB
ajst-13055	75	6	in	in	ADP
ajst-13055	75	7	this	this	DET
ajst-13055	75	8	context	context	NOUN
ajst-13055	75	9	are	be	AUX
ajst-13055	75	10	the	the	DET
ajst-13055	75	11	dynamic	dynamic	ADJ
ajst-13055	75	12	timeframe	timeframe	NOUN
ajst-13055	75	13	and	and	CCONJ
ajst-13055	75	14	anticipation	anticipation	NOUN
ajst-13055	75	15	-	-	PUNCT
ajst-13055	75	16	based	base	VERB
ajst-13055	75	17	migration	migration	NOUN
ajst-13055	75	18	.	.	PUNCT
ajst-13055	76	1	91	91	NUM
ajst-13055	76	2	3.1	3.1	NUM
ajst-13055	76	3	.	.	PUNCT
ajst-13055	76	4	preliminaries	preliminary	NOUN
ajst-13055	76	5	3.1.1	3.1.1	NUM
ajst-13055	76	6	.	.	PUNCT
ajst-13055	77	1	dynamic	dynamic	ADJ
ajst-13055	77	2	timeframe	timeframe	NOUN
ajst-13055	77	3	:	:	PUNCT
ajst-13055	77	4	in	in	ADP
ajst-13055	77	5	traditional	traditional	ADJ
ajst-13055	77	6	ride	ride	NOUN
ajst-13055	77	7	-	-	PUNCT
ajst-13055	77	8	sharing	share	VERB
ajst-13055	77	9	systems	system	NOUN
ajst-13055	77	10	,	,	PUNCT
ajst-13055	77	11	passengers	passenger	NOUN
ajst-13055	77	12	typically	typically	ADV
ajst-13055	77	13	request	request	VERB
ajst-13055	77	14	a	a	DET
ajst-13055	77	15	ride	ride	NOUN
ajst-13055	77	16	for	for	ADP
ajst-13055	77	17	an	an	DET
ajst-13055	77	18	immediate	immediate	ADJ
ajst-13055	77	19	pick	pick	VERB
ajst-13055	77	20	-	-	PUNCT
ajst-13055	77	21	up	up	NOUN
ajst-13055	77	22	or	or	CCONJ
ajst-13055	77	23	specify	specify	VERB
ajst-13055	77	24	a	a	DET
ajst-13055	77	25	fixed	fix	VERB
ajst-13055	77	26	future	future	ADJ
ajst-13055	77	27	time	time	NOUN
ajst-13055	77	28	.	.	PUNCT
ajst-13055	78	1	however	however	ADV
ajst-13055	78	2	,	,	PUNCT
ajst-13055	78	3	there	there	PRON
ajst-13055	78	4	are	be	VERB
ajst-13055	78	5	scenarios	scenario	NOUN
ajst-13055	78	6	where	where	SCONJ
ajst-13055	78	7	passengers	passenger	NOUN
ajst-13055	78	8	have	have	VERB
ajst-13055	78	9	flexible	flexible	ADJ
ajst-13055	78	10	timeframes	timeframe	NOUN
ajst-13055	78	11	and	and	CCONJ
ajst-13055	78	12	are	be	AUX
ajst-13055	78	13	willing	willing	ADJ
ajst-13055	78	14	to	to	PART
ajst-13055	78	15	adjust	adjust	VERB
ajst-13055	78	16	their	their	PRON
ajst-13055	78	17	departure	departure	NOUN
ajst-13055	78	18	or	or	CCONJ
ajst-13055	78	19	arrival	arrival	NOUN
ajst-13055	78	20	times	time	NOUN
ajst-13055	78	21	based	base	VERB
ajst-13055	78	22	on	on	ADP
ajst-13055	78	23	the	the	DET
ajst-13055	78	24	availability	availability	NOUN
ajst-13055	78	25	of	of	ADP
ajst-13055	78	26	a	a	DET
ajst-13055	78	27	ride	ride	NOUN
ajst-13055	78	28	.	.	PUNCT
ajst-13055	79	1	for	for	ADP
ajst-13055	79	2	example	example	NOUN
ajst-13055	79	3	,	,	PUNCT
ajst-13055	79	4	a	a	DET
ajst-13055	79	5	passenger	passenger	NOUN
ajst-13055	79	6	may	may	AUX
ajst-13055	79	7	be	be	AUX
ajst-13055	79	8	willing	willing	ADJ
ajst-13055	79	9	to	to	PART
ajst-13055	79	10	depart	depart	VERB
ajst-13055	79	11	a	a	DET
ajst-13055	79	12	few	few	ADJ
ajst-13055	79	13	minutes	minute	NOUN
ajst-13055	79	14	earlier	early	ADV
ajst-13055	79	15	or	or	CCONJ
ajst-13055	79	16	later	later	ADV
ajst-13055	79	17	if	if	SCONJ
ajst-13055	79	18	it	it	PRON
ajst-13055	79	19	ensures	ensure	VERB
ajst-13055	79	20	a	a	DET
ajst-13055	79	21	faster	fast	ADJ
ajst-13055	79	22	or	or	CCONJ
ajst-13055	79	23	more	more	ADV
ajst-13055	79	24	economical	economical	ADJ
ajst-13055	79	25	ride	ride	NOUN
ajst-13055	79	26	.	.	PUNCT
ajst-13055	80	1	similarly	similarly	ADV
ajst-13055	80	2	,	,	PUNCT
ajst-13055	80	3	a	a	DET
ajst-13055	80	4	driver	driver	NOUN
ajst-13055	80	5	may	may	AUX
ajst-13055	80	6	be	be	AUX
ajst-13055	80	7	willing	willing	ADJ
ajst-13055	80	8	to	to	PART
ajst-13055	80	9	wait	wait	VERB
ajst-13055	80	10	for	for	ADP
ajst-13055	80	11	a	a	DET
ajst-13055	80	12	short	short	ADJ
ajst-13055	80	13	period	period	NOUN
ajst-13055	80	14	at	at	ADP
ajst-13055	80	15	the	the	DET
ajst-13055	80	16	start	start	NOUN
ajst-13055	80	17	or	or	CCONJ
ajst-13055	80	18	end	end	NOUN
ajst-13055	80	19	of	of	ADP
ajst-13055	80	20	their	their	PRON
ajst-13055	80	21	trip	trip	NOUN
ajst-13055	80	22	to	to	PART
ajst-13055	80	23	accommodate	accommodate	VERB
ajst-13055	80	24	such	such	ADJ
ajst-13055	80	25	flexible	flexible	ADJ
ajst-13055	80	26	passengers	passenger	NOUN
ajst-13055	80	27	.	.	PUNCT
ajst-13055	81	1	incorporating	incorporate	VERB
ajst-13055	81	2	dynamic	dynamic	ADJ
ajst-13055	81	3	timeframes	timeframe	NOUN
ajst-13055	81	4	into	into	ADP
ajst-13055	81	5	the	the	DET
ajst-13055	81	6	ride	ride	NOUN
ajst-13055	81	7	-	-	PUNCT
ajst-13055	81	8	sharing	share	VERB
ajst-13055	81	9	framework	framework	NOUN
ajst-13055	81	10	introduces	introduce	VERB
ajst-13055	81	11	a	a	DET
ajst-13055	81	12	new	new	ADJ
ajst-13055	81	13	dimension	dimension	NOUN
ajst-13055	81	14	of	of	ADP
ajst-13055	81	15	optimization	optimization	NOUN
ajst-13055	81	16	that	that	PRON
ajst-13055	81	17	needs	need	VERB
ajst-13055	81	18	to	to	PART
ajst-13055	81	19	be	be	AUX
ajst-13055	81	20	addressed	address	VERB
ajst-13055	81	21	.	.	PUNCT
ajst-13055	82	1	the	the	DET
ajst-13055	82	2	problem	problem	NOUN
ajst-13055	82	3	is	be	AUX
ajst-13055	82	4	to	to	PART
ajst-13055	82	5	develop	develop	VERB
ajst-13055	82	6	a	a	DET
ajst-13055	82	7	real	real	ADJ
ajst-13055	82	8	-	-	PUNCT
ajst-13055	82	9	time	time	NOUN
ajst-13055	82	10	framework	framework	NOUN
ajst-13055	82	11	that	that	PRON
ajst-13055	82	12	efficiently	efficiently	ADV
ajst-13055	82	13	handles	handle	VERB
ajst-13055	82	14	flexible	flexible	ADJ
ajst-13055	82	15	timeframes	timeframe	NOUN
ajst-13055	82	16	of	of	ADP
ajst-13055	82	17	passengers	passenger	NOUN
ajst-13055	82	18	and	and	CCONJ
ajst-13055	82	19	drivers	driver	NOUN
ajst-13055	82	20	,	,	PUNCT
ajst-13055	82	21	ensuring	ensure	VERB
ajst-13055	82	22	optimal	optimal	ADJ
ajst-13055	82	23	matching	matching	NOUN
ajst-13055	82	24	and	and	CCONJ
ajst-13055	82	25	minimizing	minimize	VERB
ajst-13055	82	26	wait	wait	NOUN
ajst-13055	82	27	times	time	NOUN
ajst-13055	82	28	.	.	PUNCT
ajst-13055	83	1	3.1.2	3.1.2	NUM
ajst-13055	83	2	.	.	PUNCT
ajst-13055	83	3	anticipation	anticipation	NOUN
ajst-13055	83	4	-	-	PUNCT
ajst-13055	83	5	based	base	VERB
ajst-13055	83	6	migration	migration	NOUN
ajst-13055	83	7	:	:	PUNCT
ajst-13055	83	8	another	another	DET
ajst-13055	83	9	significant	significant	ADJ
ajst-13055	83	10	challenge	challenge	NOUN
ajst-13055	83	11	in	in	ADP
ajst-13055	83	12	ride	ride	NOUN
ajst-13055	83	13	-	-	PUNCT
ajst-13055	83	14	sharing	share	VERB
ajst-13055	83	15	systems	system	NOUN
ajst-13055	83	16	is	be	AUX
ajst-13055	83	17	the	the	DET
ajst-13055	83	18	need	need	NOUN
ajst-13055	83	19	to	to	PART
ajst-13055	83	20	optimize	optimize	VERB
ajst-13055	83	21	the	the	DET
ajst-13055	83	22	migration	migration	NOUN
ajst-13055	83	23	of	of	ADP
ajst-13055	83	24	drivers	driver	NOUN
ajst-13055	83	25	from	from	ADP
ajst-13055	83	26	areas	area	NOUN
ajst-13055	83	27	with	with	ADP
ajst-13055	83	28	low	low	ADJ
ajst-13055	83	29	demand	demand	NOUN
ajst-13055	83	30	to	to	ADP
ajst-13055	83	31	regions	region	NOUN
ajst-13055	83	32	with	with	ADP
ajst-13055	83	33	higher	high	ADJ
ajst-13055	83	34	demand	demand	NOUN
ajst-13055	83	35	.	.	PUNCT
ajst-13055	84	1	this	this	DET
ajst-13055	84	2	optimization	optimization	NOUN
ajst-13055	84	3	is	be	AUX
ajst-13055	84	4	crucial	crucial	ADJ
ajst-13055	84	5	to	to	PART
ajst-13055	84	6	improve	improve	VERB
ajst-13055	84	7	passenger	passenger	NOUN
ajst-13055	84	8	wait	wait	NOUN
ajst-13055	84	9	times	time	NOUN
ajst-13055	84	10	and	and	CCONJ
ajst-13055	84	11	driver	driver	NOUN
ajst-13055	84	12	utilization	utilization	NOUN
ajst-13055	84	13	.	.	PUNCT
ajst-13055	85	1	traditional	traditional	ADJ
ajst-13055	85	2	systems	system	NOUN
ajst-13055	85	3	often	often	ADV
ajst-13055	85	4	rely	rely	VERB
ajst-13055	85	5	on	on	ADP
ajst-13055	85	6	reactive	reactive	ADJ
ajst-13055	85	7	migration	migration	NOUN
ajst-13055	85	8	,	,	PUNCT
ajst-13055	85	9	where	where	SCONJ
ajst-13055	85	10	drivers	driver	NOUN
ajst-13055	85	11	move	move	VERB
ajst-13055	85	12	to	to	ADP
ajst-13055	85	13	areas	area	NOUN
ajst-13055	85	14	with	with	ADP
ajst-13055	85	15	high	high	ADJ
ajst-13055	85	16	demand	demand	NOUN
ajst-13055	85	17	only	only	ADV
ajst-13055	85	18	when	when	SCONJ
ajst-13055	85	19	they	they	PRON
ajst-13055	85	20	receive	receive	VERB
ajst-13055	85	21	a	a	DET
ajst-13055	85	22	ride	ride	NOUN
ajst-13055	85	23	request	request	NOUN
ajst-13055	85	24	from	from	ADP
ajst-13055	85	25	that	that	DET
ajst-13055	85	26	region	region	NOUN
ajst-13055	85	27	.	.	PUNCT
ajst-13055	86	1	however	however	ADV
ajst-13055	86	2	,	,	PUNCT
ajst-13055	86	3	this	this	DET
ajst-13055	86	4	reactive	reactive	ADJ
ajst-13055	86	5	approach	approach	NOUN
ajst-13055	86	6	leads	lead	VERB
ajst-13055	86	7	to	to	ADP
ajst-13055	86	8	delays	delay	NOUN
ajst-13055	86	9	and	and	CCONJ
ajst-13055	86	10	inefficiencies	inefficiency	NOUN
ajst-13055	86	11	.	.	PUNCT
ajst-13055	87	1	anticipationbased	anticipationbase	VERB
ajst-13055	87	2	migration	migration	NOUN
ajst-13055	87	3	aims	aim	VERB
ajst-13055	87	4	to	to	PART
ajst-13055	87	5	proactively	proactively	ADV
ajst-13055	87	6	relocate	relocate	VERB
ajst-13055	87	7	drivers	driver	NOUN
ajst-13055	87	8	to	to	ADP
ajst-13055	87	9	highdemand	highdemand	NOUN
ajst-13055	87	10	areas	area	NOUN
ajst-13055	87	11	before	before	SCONJ
ajst-13055	87	12	ride	ride	NOUN
ajst-13055	87	13	requests	request	NOUN
ajst-13055	87	14	occur	occur	VERB
ajst-13055	87	15	,	,	PUNCT
ajst-13055	87	16	based	base	VERB
ajst-13055	87	17	on	on	ADP
ajst-13055	87	18	predictive	predictive	ADJ
ajst-13055	87	19	models	model	NOUN
ajst-13055	87	20	and	and	CCONJ
ajst-13055	87	21	historical	historical	ADJ
ajst-13055	87	22	data	datum	NOUN
ajst-13055	87	23	.	.	PUNCT
ajst-13055	88	1	the	the	DET
ajst-13055	88	2	problem	problem	NOUN
ajst-13055	88	3	is	be	AUX
ajst-13055	88	4	to	to	PART
ajst-13055	88	5	develop	develop	VERB
ajst-13055	88	6	a	a	DET
ajst-13055	88	7	realtime	realtime	ADJ
ajst-13055	88	8	framework	framework	NOUN
ajst-13055	88	9	that	that	PRON
ajst-13055	88	10	effectively	effectively	ADV
ajst-13055	88	11	predicts	predict	VERB
ajst-13055	88	12	future	future	ADJ
ajst-13055	88	13	demand	demand	NOUN
ajst-13055	88	14	patterns	pattern	NOUN
ajst-13055	88	15	,	,	PUNCT
ajst-13055	88	16	anticipates	anticipate	VERB
ajst-13055	88	17	areas	area	NOUN
ajst-13055	88	18	of	of	ADP
ajst-13055	88	19	high	high	ADJ
ajst-13055	88	20	demand	demand	NOUN
ajst-13055	88	21	,	,	PUNCT
ajst-13055	88	22	and	and	CCONJ
ajst-13055	88	23	efficiently	efficiently	ADV
ajst-13055	88	24	migrates	migrate	VERB
ajst-13055	88	25	drivers	driver	NOUN
ajst-13055	88	26	to	to	ADP
ajst-13055	88	27	these	these	DET
ajst-13055	88	28	regions	region	NOUN
ajst-13055	88	29	to	to	PART
ajst-13055	88	30	minimize	minimize	VERB
ajst-13055	88	31	wait	wait	VERB
ajst-13055	88	32	times	time	NOUN
ajst-13055	88	33	and	and	CCONJ
ajst-13055	88	34	maximize	maximize	VERB
ajst-13055	88	35	system	system	NOUN
ajst-13055	88	36	efficiency	efficiency	NOUN
ajst-13055	88	37	.	.	PUNCT
ajst-13055	89	1	addressing	address	VERB
ajst-13055	89	2	these	these	DET
ajst-13055	89	3	two	two	NUM
ajst-13055	89	4	problems	problem	NOUN
ajst-13055	89	5	is	be	AUX
ajst-13055	89	6	crucial	crucial	ADJ
ajst-13055	89	7	for	for	ADP
ajst-13055	89	8	enhancing	enhance	VERB
ajst-13055	89	9	the	the	DET
ajst-13055	89	10	performance	performance	NOUN
ajst-13055	89	11	and	and	CCONJ
ajst-13055	89	12	user	user	NOUN
ajst-13055	89	13	experience	experience	NOUN
ajst-13055	89	14	of	of	ADP
ajst-13055	89	15	ride	ride	NOUN
ajst-13055	89	16	-	-	PUNCT
ajst-13055	89	17	sharing	share	VERB
ajst-13055	89	18	services	service	NOUN
ajst-13055	89	19	.	.	PUNCT
ajst-13055	90	1	by	by	ADP
ajst-13055	90	2	developing	develop	VERB
ajst-13055	90	3	a	a	DET
ajst-13055	90	4	real	real	ADJ
ajst-13055	90	5	-	-	PUNCT
ajst-13055	90	6	time	time	NOUN
ajst-13055	90	7	framework	framework	NOUN
ajst-13055	90	8	that	that	PRON
ajst-13055	90	9	incorporates	incorporate	VERB
ajst-13055	90	10	dynamic	dynamic	ADJ
ajst-13055	90	11	timeframes	timeframe	NOUN
ajst-13055	90	12	and	and	CCONJ
ajst-13055	90	13	anticipation	anticipation	NOUN
ajst-13055	90	14	-	-	PUNCT
ajst-13055	90	15	based	base	VERB
ajst-13055	90	16	migration	migration	NOUN
ajst-13055	90	17	,	,	PUNCT
ajst-13055	90	18	we	we	PRON
ajst-13055	90	19	can	can	AUX
ajst-13055	90	20	optimize	optimize	VERB
ajst-13055	90	21	driver	driver	NOUN
ajst-13055	90	22	-	-	PUNCT
ajst-13055	90	23	passenger	passenger	NOUN
ajst-13055	90	24	matching	matching	NOUN
ajst-13055	90	25	,	,	PUNCT
ajst-13055	90	26	reduce	reduce	VERB
ajst-13055	90	27	wait	wait	NOUN
ajst-13055	90	28	times	time	NOUN
ajst-13055	90	29	,	,	PUNCT
ajst-13055	90	30	increase	increase	VERB
ajst-13055	90	31	driver	driver	NOUN
ajst-13055	90	32	utilization	utilization	NOUN
ajst-13055	90	33	,	,	PUNCT
ajst-13055	90	34	and	and	CCONJ
ajst-13055	90	35	ultimately	ultimately	ADV
ajst-13055	90	36	improve	improve	VERB
ajst-13055	90	37	the	the	DET
ajst-13055	90	38	overall	overall	ADJ
ajst-13055	90	39	efficiency	efficiency	NOUN
ajst-13055	90	40	and	and	CCONJ
ajst-13055	90	41	satisfaction	satisfaction	NOUN
ajst-13055	90	42	of	of	ADP
ajst-13055	90	43	ride	ride	NOUN
ajst-13055	90	44	-	-	PUNCT
ajst-13055	90	45	sharing	share	VERB
ajst-13055	90	46	systems	system	NOUN
ajst-13055	90	47	.	.	PUNCT
ajst-13055	91	1	3.2	3.2	NUM
ajst-13055	91	2	.	.	PUNCT
ajst-13055	92	1	problem	problem	NOUN
ajst-13055	92	2	formulation	formulation	NOUN
ajst-13055	92	3	in	in	ADP
ajst-13055	92	4	this	this	DET
ajst-13055	92	5	framework	framework	NOUN
ajst-13055	92	6	,	,	PUNCT
ajst-13055	92	7	the	the	DET
ajst-13055	92	8	problem	problem	NOUN
ajst-13055	92	9	formulation	formulation	NOUN
ajst-13055	92	10	stage	stage	NOUN
ajst-13055	92	11	involves	involve	VERB
ajst-13055	92	12	identifying	identify	VERB
ajst-13055	92	13	the	the	DET
ajst-13055	92	14	key	key	ADJ
ajst-13055	92	15	challenges	challenge	NOUN
ajst-13055	92	16	and	and	CCONJ
ajst-13055	92	17	objectives	objective	NOUN
ajst-13055	92	18	associated	associate	VERB
ajst-13055	92	19	with	with	ADP
ajst-13055	92	20	ride	ride	NOUN
ajst-13055	92	21	-	-	PUNCT
ajst-13055	92	22	sharing	sharing	NOUN
ajst-13055	92	23	in	in	ADP
ajst-13055	92	24	real	real	ADJ
ajst-13055	92	25	-	-	PUNCT
ajst-13055	92	26	time	time	NOUN
ajst-13055	92	27	scenarios	scenario	NOUN
ajst-13055	92	28	.	.	PUNCT
ajst-13055	93	1	this	this	PRON
ajst-13055	93	2	may	may	AUX
ajst-13055	93	3	include	include	VERB
ajst-13055	93	4	factors	factor	NOUN
ajst-13055	93	5	such	such	ADJ
ajst-13055	93	6	as	as	ADP
ajst-13055	93	7	passenger	passenger	NOUN
ajst-13055	93	8	demand	demand	NOUN
ajst-13055	93	9	,	,	PUNCT
ajst-13055	93	10	available	available	ADJ
ajst-13055	93	11	drivers	driver	NOUN
ajst-13055	93	12	,	,	PUNCT
ajst-13055	93	13	optimal	optimal	ADJ
ajst-13055	93	14	route	route	NOUN
ajst-13055	93	15	planning	planning	NOUN
ajst-13055	93	16	,	,	PUNCT
ajst-13055	93	17	efficient	efficient	ADJ
ajst-13055	93	18	resource	resource	NOUN
ajst-13055	93	19	allocation	allocation	NOUN
ajst-13055	93	20	,	,	PUNCT
ajst-13055	93	21	and	and	CCONJ
ajst-13055	93	22	minimizing	minimize	VERB
ajst-13055	93	23	wait	wait	NOUN
ajst-13055	93	24	times	time	NOUN
ajst-13055	93	25	and	and	CCONJ
ajst-13055	93	26	detours	detour	NOUN
ajst-13055	93	27	.	.	PUNCT
ajst-13055	94	1	the	the	DET
ajst-13055	94	2	problem	problem	NOUN
ajst-13055	94	3	formulation	formulation	NOUN
ajst-13055	94	4	phase	phase	NOUN
ajst-13055	94	5	sets	set	VERB
ajst-13055	94	6	the	the	DET
ajst-13055	94	7	foundation	foundation	NOUN
ajst-13055	94	8	for	for	ADP
ajst-13055	94	9	designing	design	VERB
ajst-13055	94	10	an	an	DET
ajst-13055	94	11	effective	effective	ADJ
ajst-13055	94	12	and	and	CCONJ
ajst-13055	94	13	efficient	efficient	ADJ
ajst-13055	94	14	solution	solution	NOUN
ajst-13055	94	15	.	.	PUNCT
ajst-13055	95	1	equations	equation	NOUN
ajst-13055	95	2	to	to	PART
ajst-13055	95	3	problem	problem	VERB
ajst-13055	95	4	formulation	formulation	NOUN
ajst-13055	95	5	in	in	ADP
ajst-13055	95	6	dynamic	dynamic	ADJ
ajst-13055	95	7	timeframe	timeframe	NOUN
ajst-13055	95	8	and	and	CCONJ
ajst-13055	95	9	anticipation	anticipation	NOUN
ajst-13055	95	10	-	-	PUNCT
ajst-13055	95	11	based	base	VERB
ajst-13055	95	12	migration	migration	NOUN
ajst-13055	95	13	for	for	ADP
ajst-13055	95	14	a	a	DET
ajst-13055	95	15	real	real	ADJ
ajst-13055	95	16	-	-	PUNCT
ajst-13055	95	17	time	time	NOUN
ajst-13055	95	18	framework	framework	NOUN
ajst-13055	95	19	in	in	ADP
ajst-13055	95	20	the	the	DET
ajst-13055	95	21	context	context	NOUN
ajst-13055	95	22	of	of	ADP
ajst-13055	95	23	ride	ride	NOUN
ajst-13055	95	24	-	-	PUNCT
ajst-13055	95	25	sharing	sharing	NOUN
ajst-13055	95	26	:	:	PUNCT
ajst-13055	95	27	1	1	X
ajst-13055	95	28	.	.	X
ajst-13055	95	29	objective	objective	ADJ
ajst-13055	95	30	function	function	NOUN
ajst-13055	95	31	:	:	PUNCT
ajst-13055	95	32	let	let	VERB
ajst-13055	95	33	f	f	PRON
ajst-13055	95	34	be	be	AUX
ajst-13055	95	35	the	the	DET
ajst-13055	95	36	objective	objective	ADJ
ajst-13055	95	37	function	function	NOUN
ajst-13055	95	38	to	to	PART
ajst-13055	95	39	be	be	AUX
ajst-13055	95	40	optimized	optimize	VERB
ajst-13055	95	41	.	.	PUNCT
ajst-13055	96	1	f	f	X
ajst-13055	96	2	=	=	PUNCT
ajst-13055	96	3	∑𝑖	∑𝑖	PROPN
ajst-13055	96	4	∑𝑗	∑𝑗	PROPN
ajst-13055	96	5	(	(	PUNCT
ajst-13055	96	6	𝑇𝑟𝑖𝑗	𝑇𝑟𝑖𝑗	PROPN
ajst-13055	96	7	×	×	NOUN
ajst-13055	96	8	𝐶𝑟𝑖𝑗	𝐶𝑟𝑖𝑗	PROPN
ajst-13055	96	9	)	)	PUNCT
ajst-13055	96	10	+	+	CCONJ
ajst-13055	96	11	𝑇𝑠𝑤	𝑇𝑠𝑤	PROPN
ajst-13055	96	12	×	×	NOUN
ajst-13055	96	13	𝐶𝑠𝑤	𝐶𝑠𝑤	PROPN
ajst-13055	96	14	+	+	CCONJ
ajst-13055	96	15	𝑇𝑑𝑟	𝑇𝑑𝑟	PROPN
ajst-13055	96	16	×	×	NOUN
ajst-13055	96	17	𝐶𝑑𝑟	𝐶𝑑𝑟	PROPN
ajst-13055	96	18	+	+	NOUN
ajst-13055	96	19	𝑇𝑛𝑟	𝑇𝑛𝑟	PROPN
ajst-13055	96	20	×	×	NOUN
ajst-13055	96	21	𝐶𝑛𝑟	𝐶𝑛𝑟	PROPN
ajst-13055	96	22	where	where	SCONJ
ajst-13055	96	23	𝑇𝑟𝑖𝑗	𝑇𝑟𝑖𝑗	PROPN
ajst-13055	96	24	is	be	AUX
ajst-13055	96	25	the	the	DET
ajst-13055	96	26	travel	travel	NOUN
ajst-13055	96	27	time	time	NOUN
ajst-13055	96	28	from	from	ADP
ajst-13055	96	29	pick	pick	NOUN
ajst-13055	96	30	-	-	PUNCT
ajst-13055	96	31	up	up	ADP
ajst-13055	96	32	location	location	NOUN
ajst-13055	96	33	𝑖	𝑖	ADP
ajst-13055	96	34	to	to	PART
ajst-13055	96	35	drop	drop	VERB
ajst-13055	96	36	-	-	PUNCT
ajst-13055	96	37	off	off	ADP
ajst-13055	96	38	location	location	NOUN
ajst-13055	96	39	𝑗	𝑗	PROPN
ajst-13055	96	40	,	,	PUNCT
ajst-13055	96	41	𝐶𝑟𝑖𝑗	𝐶𝑟𝑖𝑗	PROPN
ajst-13055	96	42	is	be	AUX
ajst-13055	96	43	the	the	DET
ajst-13055	96	44	cost	cost	NOUN
ajst-13055	96	45	of	of	ADP
ajst-13055	96	46	ride	ride	NOUN
ajst-13055	96	47	𝑖-𝑗	𝑖-𝑗	NOUN
ajst-13055	96	48	,	,	PUNCT
ajst-13055	96	49	𝑇𝑠𝑤	𝑇𝑠𝑤	PROPN
ajst-13055	96	50	is	be	AUX
ajst-13055	96	51	the	the	DET
ajst-13055	96	52	waiting	waiting	NOUN
ajst-13055	96	53	time	time	NOUN
ajst-13055	96	54	at	at	ADP
ajst-13055	96	55	service	service	NOUN
ajst-13055	96	56	zone	zone	NOUN
ajst-13055	96	57	,	,	PUNCT
ajst-13055	96	58	𝐶𝑠𝑤	𝐶𝑠𝑤	PROPN
ajst-13055	96	59	is	be	AUX
ajst-13055	96	60	the	the	DET
ajst-13055	96	61	cost	cost	NOUN
ajst-13055	96	62	of	of	ADP
ajst-13055	96	63	staying	stay	VERB
ajst-13055	96	64	at	at	ADP
ajst-13055	96	65	the	the	DET
ajst-13055	96	66	service	service	NOUN
ajst-13055	96	67	zone	zone	NOUN
ajst-13055	96	68	,	,	PUNCT
ajst-13055	96	69	𝑇𝑑𝑟	𝑇𝑑𝑟	PROPN
ajst-13055	96	70	is	be	AUX
ajst-13055	96	71	the	the	DET
ajst-13055	96	72	detour	detour	NOUN
ajst-13055	96	73	time	time	NOUN
ajst-13055	96	74	due	due	ADP
ajst-13055	96	75	to	to	ADP
ajst-13055	96	76	route	route	NOUN
ajst-13055	96	77	changes	change	NOUN
ajst-13055	96	78	,	,	PUNCT
ajst-13055	96	79	𝐶𝑑𝑟	𝐶𝑑𝑟	PROPN
ajst-13055	96	80	is	be	AUX
ajst-13055	96	81	the	the	DET
ajst-13055	96	82	cost	cost	NOUN
ajst-13055	96	83	of	of	ADP
ajst-13055	96	84	detour	detour	NOUN
ajst-13055	96	85	,	,	PUNCT
ajst-13055	96	86	𝑇𝑛𝑟	𝑇𝑛𝑟	PROPN
ajst-13055	96	87	is	be	AUX
ajst-13055	96	88	the	the	DET
ajst-13055	96	89	non	non	ADJ
ajst-13055	96	90	-	-	ADJ
ajst-13055	96	91	real	real	ADJ
ajst-13055	96	92	-	-	PUNCT
ajst-13055	96	93	time	time	NOUN
ajst-13055	96	94	time	time	NOUN
ajst-13055	96	95	spent	spend	VERB
ajst-13055	96	96	in	in	ADP
ajst-13055	96	97	the	the	DET
ajst-13055	96	98	system	system	NOUN
ajst-13055	96	99	,	,	PUNCT
ajst-13055	96	100	and	and	CCONJ
ajst-13055	96	101	𝐶𝑛𝑟	𝐶𝑛𝑟	PROPN
ajst-13055	96	102	is	be	AUX
ajst-13055	96	103	the	the	DET
ajst-13055	96	104	cost	cost	NOUN
ajst-13055	96	105	of	of	ADP
ajst-13055	96	106	non	non	ADJ
ajst-13055	96	107	-	-	ADJ
ajst-13055	96	108	real	real	ADJ
ajst-13055	96	109	-	-	PUNCT
ajst-13055	96	110	time	time	NOUN
ajst-13055	96	111	travel	travel	NOUN
ajst-13055	96	112	.	.	PUNCT
ajst-13055	97	1	2	2	X
ajst-13055	97	2	.	.	X
ajst-13055	97	3	passenger	passenger	NOUN
ajst-13055	97	4	request	request	NOUN
ajst-13055	97	5	arrival	arrival	NOUN
ajst-13055	97	6	rate	rate	NOUN
ajst-13055	97	7	:	:	PUNCT
ajst-13055	97	8	let	let	VERB
ajst-13055	97	9	λ(t	λ(t	PRON
ajst-13055	97	10	)	)	PUNCT
ajst-13055	97	11	represent	represent	VERB
ajst-13055	97	12	the	the	DET
ajst-13055	97	13	rate	rate	NOUN
ajst-13055	97	14	of	of	ADP
ajst-13055	97	15	passenger	passenger	NOUN
ajst-13055	97	16	requests	request	NOUN
ajst-13055	97	17	arriving	arrive	VERB
ajst-13055	97	18	at	at	ADP
ajst-13055	97	19	time	time	NOUN
ajst-13055	97	20	t.	t.	PROPN
ajst-13055	97	21	3	3	NUM
ajst-13055	97	22	.	.	PUNCT
ajst-13055	97	23	driver	driver	NOUN
ajst-13055	97	24	migration	migration	NOUN
ajst-13055	97	25	decision	decision	NOUN
ajst-13055	97	26	:	:	PUNCT
ajst-13055	97	27	let	let	VERB
ajst-13055	97	28	𝑀(𝑡	𝑀(𝑡	NUM
ajst-13055	97	29	,	,	PUNCT
ajst-13055	97	30	𝑗	𝑗	X
ajst-13055	97	31	)	)	PUNCT
ajst-13055	97	32	be	be	AUX
ajst-13055	97	33	a	a	DET
ajst-13055	97	34	binary	binary	ADJ
ajst-13055	97	35	decision	decision	NOUN
ajst-13055	97	36	variable	variable	NOUN
ajst-13055	97	37	indicating	indicate	VERB
ajst-13055	97	38	whether	whether	SCONJ
ajst-13055	97	39	a	a	DET
ajst-13055	97	40	driver	driver	NOUN
ajst-13055	97	41	migrates	migrate	VERB
ajst-13055	97	42	to	to	ADP
ajst-13055	97	43	service	service	NOUN
ajst-13055	97	44	zone	zone	NOUN
ajst-13055	97	45	𝑗	𝑗	NOUN
ajst-13055	97	46	at	at	ADP
ajst-13055	97	47	time	time	NOUN
ajst-13055	97	48	𝑡.	𝑡.	NOUN
ajst-13055	97	49	4	4	NUM
ajst-13055	97	50	.	.	PUNCT
ajst-13055	97	51	available	available	ADJ
ajst-13055	97	52	drivers	driver	NOUN
ajst-13055	97	53	in	in	ADP
ajst-13055	97	54	a	a	DET
ajst-13055	97	55	service	service	NOUN
ajst-13055	97	56	zone	zone	NOUN
ajst-13055	97	57	:	:	PUNCT
ajst-13055	97	58	let	let	VERB
ajst-13055	97	59	𝑁𝑗(𝑡	𝑁𝑗(𝑡	NOUN
ajst-13055	97	60	)	)	PUNCT
ajst-13055	97	61	denote	denote	VERB
ajst-13055	97	62	the	the	DET
ajst-13055	97	63	number	number	NOUN
ajst-13055	97	64	of	of	ADP
ajst-13055	97	65	drivers	driver	NOUN
ajst-13055	97	66	available	available	ADJ
ajst-13055	97	67	in	in	ADP
ajst-13055	97	68	service	service	NOUN
ajst-13055	97	69	zone	zone	NOUN
ajst-13055	97	70	𝑗	𝑗	NOUN
ajst-13055	97	71	at	at	ADP
ajst-13055	97	72	time	time	NOUN
ajst-13055	97	73	𝑡.	𝑡.	NOUN
ajst-13055	97	74	5	5	NUM
ajst-13055	97	75	.	.	PUNCT
ajst-13055	97	76	passenger	passenger	NOUN
ajst-13055	97	77	requests	request	NOUN
ajst-13055	97	78	assigned	assign	VERB
ajst-13055	97	79	to	to	ADP
ajst-13055	97	80	a	a	DET
ajst-13055	97	81	driver	driver	NOUN
ajst-13055	97	82	:	:	PUNCT
ajst-13055	97	83	let	let	VERB
ajst-13055	97	84	𝑅(𝑡	𝑅(𝑡	NUM
ajst-13055	97	85	,	,	PUNCT
ajst-13055	97	86	𝑖	𝑖	PRON
ajst-13055	97	87	)	)	PUNCT
ajst-13055	97	88	be	be	VERB
ajst-13055	97	89	a	a	DET
ajst-13055	97	90	binary	binary	ADJ
ajst-13055	97	91	decision	decision	NOUN
ajst-13055	97	92	variable	variable	NOUN
ajst-13055	97	93	indicating	indicate	VERB
ajst-13055	97	94	whether	whether	SCONJ
ajst-13055	97	95	passenger	passenger	NOUN
ajst-13055	97	96	request	request	NOUN
ajst-13055	97	97	𝑖	𝑖	VERB
ajst-13055	97	98	is	be	AUX
ajst-13055	97	99	assigned	assign	VERB
ajst-13055	97	100	to	to	ADP
ajst-13055	97	101	a	a	DET
ajst-13055	97	102	driver	driver	NOUN
ajst-13055	97	103	at	at	ADP
ajst-13055	97	104	time	time	NOUN
ajst-13055	97	105	𝑡.	𝑡.	NOUN
ajst-13055	97	106	6	6	NUM
ajst-13055	97	107	.	.	PUNCT
ajst-13055	97	108	anticipation	anticipation	NOUN
ajst-13055	97	109	-	-	PUNCT
ajst-13055	97	110	based	base	VERB
ajst-13055	97	111	migration	migration	NOUN
ajst-13055	97	112	penalty	penalty	NOUN
ajst-13055	97	113	:	:	PUNCT
ajst-13055	97	114	let	let	AUX
ajst-13055	97	115	𝑃(𝑡	𝑃(𝑡	NUM
ajst-13055	97	116	,	,	PUNCT
ajst-13055	97	117	𝑗	𝑗	X
ajst-13055	97	118	)	)	PUNCT
ajst-13055	97	119	represent	represent	VERB
ajst-13055	97	120	the	the	DET
ajst-13055	97	121	penalty	penalty	NOUN
ajst-13055	97	122	for	for	ADP
ajst-13055	97	123	a	a	DET
ajst-13055	97	124	driver	driver	NOUN
ajst-13055	97	125	migrating	migrating	NOUN
ajst-13055	97	126	to	to	ADP
ajst-13055	97	127	service	service	NOUN
ajst-13055	97	128	zone	zone	NOUN
ajst-13055	97	129	𝑗	𝑗	NOUN
ajst-13055	97	130	at	at	ADP
ajst-13055	97	131	time	time	NOUN
ajst-13055	97	132	𝑡	𝑡	PROPN
ajst-13055	97	133	,	,	PUNCT
ajst-13055	97	134	considering	consider	VERB
ajst-13055	97	135	the	the	DET
ajst-13055	97	136	anticipated	anticipated	ADJ
ajst-13055	97	137	passenger	passenger	NOUN
ajst-13055	97	138	requests	request	NOUN
ajst-13055	97	139	and	and	CCONJ
ajst-13055	97	140	supply	supply	NOUN
ajst-13055	97	141	-	-	PUNCT
ajst-13055	97	142	demand	demand	NOUN
ajst-13055	97	143	dynamics	dynamic	NOUN
ajst-13055	97	144	.	.	PUNCT
ajst-13055	98	1	7	7	X
ajst-13055	98	2	.	.	X
ajst-13055	98	3	constraint	constraint	NOUN
ajst-13055	98	4	:	:	PUNCT
ajst-13055	98	5	supply	supply	NOUN
ajst-13055	98	6	-	-	PUNCT
ajst-13055	98	7	demand	demand	NOUN
ajst-13055	98	8	balancing	balancing	NOUN
ajst-13055	98	9	:	:	PUNCT
ajst-13055	98	10	∑𝑗	∑𝑗	ADJ
ajst-13055	98	11	𝑅(𝑡	𝑅(𝑡	NOUN
ajst-13055	98	12	,	,	PUNCT
ajst-13055	98	13	𝑖	𝑖	NOUN
ajst-13055	98	14	)	)	PUNCT
ajst-13055	98	15	≤	≤	NOUN
ajst-13055	99	1	𝑁𝑡	𝑁𝑡	PROPN
ajst-13055	99	2	,	,	PUNCT
ajst-13055	99	3	where	where	SCONJ
ajst-13055	99	4	𝑁𝑡	𝑁𝑡	PROPN
ajst-13055	99	5	represents	represent	VERB
ajst-13055	99	6	the	the	DET
ajst-13055	99	7	total	total	ADJ
ajst-13055	99	8	number	number	NOUN
ajst-13055	99	9	of	of	ADP
ajst-13055	99	10	available	available	ADJ
ajst-13055	99	11	drivers	driver	NOUN
ajst-13055	99	12	at	at	ADP
ajst-13055	99	13	time	time	NOUN
ajst-13055	99	14	𝑡.	𝑡.	NOUN
ajst-13055	99	15	8	8	NUM
ajst-13055	99	16	.	.	PUNCT
ajst-13055	99	17	constraint	constraint	NOUN
ajst-13055	99	18	:	:	PUNCT
ajst-13055	99	19	driver	driver	NOUN
ajst-13055	99	20	migration	migration	NOUN
ajst-13055	99	21	decision	decision	NOUN
ajst-13055	99	22	:	:	PUNCT
ajst-13055	99	23	𝑀(𝑡+1	𝑀(𝑡+1	NOUN
ajst-13055	99	24	,	,	PUNCT
ajst-13055	99	25	𝑗	𝑗	NOUN
ajst-13055	99	26	)	)	PUNCT
ajst-13055	99	27	=	=	SYM
ajst-13055	99	28	𝑀(𝑡	𝑀(𝑡	NUM
ajst-13055	99	29	,	,	PUNCT
ajst-13055	99	30	𝑗	𝑗	NOUN
ajst-13055	99	31	)	)	PUNCT
ajst-13055	99	32	+	+	CCONJ
ajst-13055	99	33	𝑅(𝑡	𝑅(𝑡	NUM
ajst-13055	99	34	,	,	PUNCT
ajst-13055	99	35	𝑗	𝑗	NOUN
ajst-13055	99	36	)	)	PUNCT
ajst-13055	99	37	𝑅(𝑡	𝑅(𝑡	NOUN
ajst-13055	99	38	,	,	PUNCT
ajst-13055	99	39	𝑗-1	𝑗-1	NOUN
ajst-13055	99	40	)	)	PUNCT
ajst-13055	99	41	𝑃(𝑡	𝑃(𝑡	NUM
ajst-13055	99	42	,	,	PUNCT
ajst-13055	99	43	𝑗	𝑗	NOUN
ajst-13055	99	44	)	)	PUNCT
ajst-13055	99	45	,	,	PUNCT
ajst-13055	99	46	where	where	SCONJ
ajst-13055	99	47	𝑗	𝑗	PROPN
ajst-13055	99	48	represents	represent	VERB
ajst-13055	99	49	the	the	DET
ajst-13055	99	50	service	service	NOUN
ajst-13055	99	51	zone	zone	NOUN
ajst-13055	99	52	index	index	NOUN
ajst-13055	99	53	.	.	PUNCT
ajst-13055	100	1	4	4	X
ajst-13055	100	2	.	.	X
ajst-13055	100	3	pre	pre	ADJ
ajst-13055	100	4	-	-	ADJ
ajst-13055	100	5	solving	solving	ADJ
ajst-13055	100	6	methods	method	NOUN
ajst-13055	100	7	pre	pre	ADJ
ajst-13055	100	8	-	-	ADJ
ajst-13055	100	9	solving	solving	ADJ
ajst-13055	100	10	methods	method	NOUN
ajst-13055	100	11	refer	refer	VERB
ajst-13055	100	12	to	to	ADP
ajst-13055	100	13	the	the	DET
ajst-13055	100	14	techniques	technique	NOUN
ajst-13055	100	15	used	use	VERB
ajst-13055	100	16	to	to	PART
ajst-13055	100	17	optimize	optimize	VERB
ajst-13055	100	18	and	and	CCONJ
ajst-13055	100	19	plan	plan	VERB
ajst-13055	100	20	the	the	DET
ajst-13055	100	21	ride	ride	NOUN
ajst-13055	100	22	-	-	PUNCT
ajst-13055	100	23	sharing	share	VERB
ajst-13055	100	24	operations	operation	NOUN
ajst-13055	100	25	in	in	ADP
ajst-13055	100	26	advance	advance	NOUN
ajst-13055	100	27	,	,	PUNCT
ajst-13055	100	28	taking	take	VERB
ajst-13055	100	29	into	into	ADP
ajst-13055	100	30	account	account	NOUN
ajst-13055	100	31	the	the	DET
ajst-13055	100	32	dynamic	dynamic	ADJ
ajst-13055	100	33	nature	nature	NOUN
ajst-13055	100	34	of	of	ADP
ajst-13055	100	35	the	the	DET
ajst-13055	100	36	system	system	NOUN
ajst-13055	100	37	and	and	CCONJ
ajst-13055	100	38	the	the	DET
ajst-13055	100	39	anticipation	anticipation	NOUN
ajst-13055	100	40	of	of	ADP
ajst-13055	100	41	future	future	ADJ
ajst-13055	100	42	demand	demand	NOUN
ajst-13055	100	43	and	and	CCONJ
ajst-13055	100	44	migration	migration	NOUN
ajst-13055	100	45	patterns	pattern	NOUN
ajst-13055	100	46	.	.	PUNCT
ajst-13055	101	1	figure	figure	NOUN
ajst-13055	101	2	2	2	NUM
ajst-13055	101	3	.	.	NOUN
ajst-13055	101	4	example	example	NOUN
ajst-13055	101	5	of	of	ADP
ajst-13055	101	6	the	the	DET
ajst-13055	101	7	timeframe	timeframe	NOUN
ajst-13055	101	8	segmentation	segmentation	NOUN
ajst-13055	101	9	92	92	NUM
ajst-13055	101	10	to	to	PART
ajst-13055	101	11	understand	understand	VERB
ajst-13055	101	12	pre	pre	ADJ
ajst-13055	101	13	-	-	ADJ
ajst-13055	101	14	solving	solving	ADJ
ajst-13055	101	15	methods	method	NOUN
ajst-13055	101	16	,	,	PUNCT
ajst-13055	101	17	let	let	VERB
ajst-13055	101	18	's	us	PRON
ajst-13055	101	19	break	break	VERB
ajst-13055	101	20	down	down	ADP
ajst-13055	101	21	the	the	DET
ajst-13055	101	22	components	component	NOUN
ajst-13055	101	23	of	of	ADP
ajst-13055	101	24	the	the	DET
ajst-13055	101	25	scenario	scenario	NOUN
ajst-13055	101	26	:	:	PUNCT
ajst-13055	101	27	1	1	X
ajst-13055	101	28	.	.	X
ajst-13055	101	29	real	real	ADJ
ajst-13055	101	30	-	-	PUNCT
ajst-13055	101	31	time	time	NOUN
ajst-13055	101	32	ride	ride	NOUN
ajst-13055	101	33	-	-	PUNCT
ajst-13055	101	34	sharing	share	VERB
ajst-13055	101	35	framework	framework	NOUN
ajst-13055	101	36	:	:	PUNCT
ajst-13055	101	37	this	this	PRON
ajst-13055	101	38	refers	refer	VERB
ajst-13055	101	39	to	to	ADP
ajst-13055	101	40	a	a	DET
ajst-13055	101	41	system	system	NOUN
ajst-13055	101	42	that	that	PRON
ajst-13055	101	43	facilitates	facilitate	VERB
ajst-13055	101	44	the	the	DET
ajst-13055	101	45	matching	matching	NOUN
ajst-13055	101	46	of	of	ADP
ajst-13055	101	47	passengers	passenger	NOUN
ajst-13055	101	48	with	with	ADP
ajst-13055	101	49	available	available	ADJ
ajst-13055	101	50	vehicles	vehicle	NOUN
ajst-13055	101	51	in	in	ADP
ajst-13055	101	52	real	real	ADJ
ajst-13055	101	53	-	-	PUNCT
ajst-13055	101	54	time	time	NOUN
ajst-13055	101	55	.	.	PUNCT
ajst-13055	102	1	it	it	PRON
ajst-13055	102	2	aims	aim	VERB
ajst-13055	102	3	to	to	PART
ajst-13055	102	4	optimize	optimize	VERB
ajst-13055	102	5	factors	factor	NOUN
ajst-13055	102	6	such	such	ADJ
ajst-13055	102	7	as	as	ADP
ajst-13055	102	8	travel	travel	NOUN
ajst-13055	102	9	time	time	NOUN
ajst-13055	102	10	,	,	PUNCT
ajst-13055	102	11	distance	distance	NOUN
ajst-13055	102	12	,	,	PUNCT
ajst-13055	102	13	cost	cost	NOUN
ajst-13055	102	14	,	,	PUNCT
ajst-13055	102	15	and	and	CCONJ
ajst-13055	102	16	overall	overall	ADJ
ajst-13055	102	17	efficiency	efficiency	NOUN
ajst-13055	102	18	.	.	PUNCT
ajst-13055	103	1	2	2	X
ajst-13055	103	2	.	.	X
ajst-13055	103	3	dynamic	dynamic	ADJ
ajst-13055	103	4	timeframe	timeframe	NOUN
ajst-13055	103	5	:	:	PUNCT
ajst-13055	103	6	the	the	DET
ajst-13055	103	7	timeframe	timeframe	NOUN
ajst-13055	103	8	in	in	ADP
ajst-13055	103	9	this	this	DET
ajst-13055	103	10	context	context	NOUN
ajst-13055	103	11	is	be	AUX
ajst-13055	103	12	not	not	PART
ajst-13055	103	13	fixed	fix	VERB
ajst-13055	103	14	but	but	CCONJ
ajst-13055	103	15	rather	rather	ADV
ajst-13055	103	16	continuously	continuously	ADV
ajst-13055	103	17	evolving	evolve	VERB
ajst-13055	103	18	.	.	PUNCT
ajst-13055	104	1	it	it	PRON
ajst-13055	104	2	implies	imply	VERB
ajst-13055	104	3	that	that	SCONJ
ajst-13055	104	4	new	new	ADJ
ajst-13055	104	5	passenger	passenger	NOUN
ajst-13055	104	6	requests	request	NOUN
ajst-13055	104	7	can	can	AUX
ajst-13055	104	8	arrive	arrive	VERB
ajst-13055	104	9	,	,	PUNCT
ajst-13055	104	10	vehicle	vehicle	NOUN
ajst-13055	104	11	availability	availability	NOUN
ajst-13055	104	12	can	can	AUX
ajst-13055	104	13	change	change	VERB
ajst-13055	104	14	,	,	PUNCT
ajst-13055	104	15	and	and	CCONJ
ajst-13055	104	16	traffic	traffic	NOUN
ajst-13055	104	17	conditions	condition	NOUN
ajst-13055	104	18	can	can	AUX
ajst-13055	104	19	fluctuate	fluctuate	VERB
ajst-13055	104	20	over	over	ADP
ajst-13055	104	21	time	time	NOUN
ajst-13055	104	22	.	.	PUNCT
ajst-13055	105	1	therefore	therefore	ADV
ajst-13055	105	2	,	,	PUNCT
ajst-13055	105	3	the	the	DET
ajst-13055	105	4	system	system	NOUN
ajst-13055	105	5	needs	need	VERB
ajst-13055	105	6	to	to	PART
ajst-13055	105	7	adapt	adapt	VERB
ajst-13055	105	8	to	to	ADP
ajst-13055	105	9	these	these	DET
ajst-13055	105	10	dynamic	dynamic	ADJ
ajst-13055	105	11	changes	change	NOUN
ajst-13055	105	12	.	.	PUNCT
ajst-13055	106	1	3	3	X
ajst-13055	106	2	.	.	X
ajst-13055	106	3	anticipation	anticipation	NOUN
ajst-13055	106	4	-	-	PUNCT
ajst-13055	106	5	based	base	VERB
ajst-13055	106	6	migration	migration	NOUN
ajst-13055	106	7	:	:	PUNCT
ajst-13055	106	8	anticipation	anticipation	NOUN
ajst-13055	106	9	-	-	PUNCT
ajst-13055	106	10	based	base	VERB
ajst-13055	106	11	migration	migration	NOUN
ajst-13055	106	12	involves	involve	VERB
ajst-13055	106	13	predicting	predict	VERB
ajst-13055	106	14	future	future	ADJ
ajst-13055	106	15	demand	demand	NOUN
ajst-13055	106	16	and	and	CCONJ
ajst-13055	106	17	proactively	proactively	ADV
ajst-13055	106	18	moving	move	VERB
ajst-13055	106	19	vehicles	vehicle	NOUN
ajst-13055	106	20	to	to	ADP
ajst-13055	106	21	areas	area	NOUN
ajst-13055	106	22	with	with	ADP
ajst-13055	106	23	anticipated	anticipate	VERB
ajst-13055	106	24	high	high	ADJ
ajst-13055	106	25	demand	demand	NOUN
ajst-13055	106	26	.	.	PUNCT
ajst-13055	107	1	by	by	ADP
ajst-13055	107	2	migrating	migrate	VERB
ajst-13055	107	3	vehicles	vehicle	NOUN
ajst-13055	107	4	ahead	ahead	ADV
ajst-13055	107	5	of	of	ADP
ajst-13055	107	6	time	time	NOUN
ajst-13055	107	7	,	,	PUNCT
ajst-13055	107	8	the	the	DET
ajst-13055	107	9	system	system	NOUN
ajst-13055	107	10	can	can	AUX
ajst-13055	107	11	minimize	minimize	VERB
ajst-13055	107	12	passenger	passenger	NOUN
ajst-13055	107	13	waiting	waiting	NOUN
ajst-13055	107	14	times	time	NOUN
ajst-13055	107	15	and	and	CCONJ
ajst-13055	107	16	maximize	maximize	VERB
ajst-13055	107	17	resource	resource	NOUN
ajst-13055	107	18	utilization	utilization	NOUN
ajst-13055	107	19	.	.	PUNCT
ajst-13055	108	1	given	give	VERB
ajst-13055	108	2	these	these	DET
ajst-13055	108	3	components	component	NOUN
ajst-13055	108	4	,	,	PUNCT
ajst-13055	108	5	pre	pre	ADJ
ajst-13055	108	6	-	-	ADJ
ajst-13055	108	7	solving	solving	ADJ
ajst-13055	108	8	methods	method	NOUN
ajst-13055	108	9	come	come	VERB
ajst-13055	108	10	into	into	ADP
ajst-13055	108	11	play	play	NOUN
ajst-13055	108	12	to	to	PART
ajst-13055	108	13	address	address	VERB
ajst-13055	108	14	the	the	DET
ajst-13055	108	15	optimization	optimization	NOUN
ajst-13055	108	16	problem	problem	NOUN
ajst-13055	108	17	before	before	ADP
ajst-13055	108	18	real	real	ADJ
ajst-13055	108	19	-	-	PUNCT
ajst-13055	108	20	time	time	NOUN
ajst-13055	108	21	decision	decision	NOUN
ajst-13055	108	22	-	-	PUNCT
ajst-13055	108	23	making	making	NOUN
ajst-13055	108	24	.	.	PUNCT
ajst-13055	109	1	here	here	ADV
ajst-13055	109	2	's	be	AUX
ajst-13055	109	3	a	a	DET
ajst-13055	109	4	general	general	ADJ
ajst-13055	109	5	outline	outline	NOUN
ajst-13055	109	6	of	of	ADP
ajst-13055	109	7	the	the	DET
ajst-13055	109	8	process	process	NOUN
ajst-13055	109	9	involving	involve	VERB
ajst-13055	109	10	pre	pre	ADJ
ajst-13055	109	11	-	-	ADJ
ajst-13055	109	12	solving	solving	ADJ
ajst-13055	109	13	methods	method	NOUN
ajst-13055	109	14	:	:	PUNCT
ajst-13055	109	15	1	1	X
ajst-13055	109	16	.	.	PUNCT
ajst-13055	109	17	data	datum	NOUN
ajst-13055	109	18	collection	collection	NOUN
ajst-13055	109	19	:	:	PUNCT
ajst-13055	109	20	relevant	relevant	ADJ
ajst-13055	109	21	data	datum	NOUN
ajst-13055	109	22	such	such	ADJ
ajst-13055	109	23	as	as	ADP
ajst-13055	109	24	passenger	passenger	NOUN
ajst-13055	109	25	requests	request	NOUN
ajst-13055	109	26	,	,	PUNCT
ajst-13055	109	27	vehicle	vehicle	NOUN
ajst-13055	109	28	locations	location	NOUN
ajst-13055	109	29	,	,	PUNCT
ajst-13055	109	30	historical	historical	ADJ
ajst-13055	109	31	travel	travel	NOUN
ajst-13055	109	32	patterns	pattern	NOUN
ajst-13055	109	33	,	,	PUNCT
ajst-13055	109	34	and	and	CCONJ
ajst-13055	109	35	realtime	realtime	NOUN
ajst-13055	109	36	traffic	traffic	NOUN
ajst-13055	109	37	information	information	NOUN
ajst-13055	109	38	is	be	AUX
ajst-13055	109	39	collected	collect	VERB
ajst-13055	109	40	.	.	PUNCT
ajst-13055	110	1	2	2	X
ajst-13055	110	2	.	.	X
ajst-13055	110	3	demand	demand	NOUN
ajst-13055	110	4	prediction	prediction	NOUN
ajst-13055	110	5	:	:	PUNCT
ajst-13055	110	6	using	use	VERB
ajst-13055	110	7	historical	historical	ADJ
ajst-13055	110	8	data	datum	NOUN
ajst-13055	110	9	and	and	CCONJ
ajst-13055	110	10	machine	machine	NOUN
ajst-13055	110	11	learning	learn	VERB
ajst-13055	110	12	techniques	technique	NOUN
ajst-13055	110	13	,	,	PUNCT
ajst-13055	110	14	the	the	DET
ajst-13055	110	15	system	system	NOUN
ajst-13055	110	16	predicts	predict	VERB
ajst-13055	110	17	future	future	ADJ
ajst-13055	110	18	passenger	passenger	NOUN
ajst-13055	110	19	demand	demand	NOUN
ajst-13055	110	20	.	.	PUNCT
ajst-13055	111	1	this	this	DET
ajst-13055	111	2	prediction	prediction	NOUN
ajst-13055	111	3	considers	consider	VERB
ajst-13055	111	4	factors	factor	NOUN
ajst-13055	111	5	like	like	ADP
ajst-13055	111	6	time	time	NOUN
ajst-13055	111	7	of	of	ADP
ajst-13055	111	8	day	day	NOUN
ajst-13055	111	9	,	,	PUNCT
ajst-13055	111	10	day	day	NOUN
ajst-13055	111	11	of	of	ADP
ajst-13055	111	12	the	the	DET
ajst-13055	111	13	week	week	NOUN
ajst-13055	111	14	,	,	PUNCT
ajst-13055	111	15	special	special	ADJ
ajst-13055	111	16	events	event	NOUN
ajst-13055	111	17	,	,	PUNCT
ajst-13055	111	18	and	and	CCONJ
ajst-13055	111	19	other	other	ADJ
ajst-13055	111	20	contextual	contextual	ADJ
ajst-13055	111	21	information	information	NOUN
ajst-13055	111	22	.	.	PUNCT
ajst-13055	112	1	3	3	X
ajst-13055	112	2	.	.	X
ajst-13055	112	3	resource	resource	NOUN
ajst-13055	112	4	allocation	allocation	NOUN
ajst-13055	112	5	:	:	PUNCT
ajst-13055	112	6	pre	pre	ADJ
ajst-13055	112	7	-	-	ADJ
ajst-13055	112	8	solving	solving	ADJ
ajst-13055	112	9	methods	method	NOUN
ajst-13055	112	10	optimize	optimize	VERB
ajst-13055	112	11	the	the	DET
ajst-13055	112	12	allocation	allocation	NOUN
ajst-13055	112	13	of	of	ADP
ajst-13055	112	14	resources	resource	NOUN
ajst-13055	112	15	,	,	PUNCT
ajst-13055	112	16	i.e.	i.e.	X
ajst-13055	112	17	,	,	PUNCT
ajst-13055	112	18	vehicles	vehicle	NOUN
ajst-13055	112	19	,	,	PUNCT
ajst-13055	112	20	to	to	ADP
ajst-13055	112	21	anticipated	anticipate	VERB
ajst-13055	112	22	demand	demand	NOUN
ajst-13055	112	23	areas	area	NOUN
ajst-13055	112	24	.	.	PUNCT
ajst-13055	113	1	this	this	PRON
ajst-13055	113	2	involves	involve	VERB
ajst-13055	113	3	determining	determine	VERB
ajst-13055	113	4	which	which	DET
ajst-13055	113	5	vehicles	vehicle	NOUN
ajst-13055	113	6	should	should	AUX
ajst-13055	113	7	be	be	AUX
ajst-13055	113	8	repositioned	reposition	VERB
ajst-13055	113	9	or	or	CCONJ
ajst-13055	113	10	migrated	migrate	VERB
ajst-13055	113	11	to	to	ADP
ajst-13055	113	12	specific	specific	ADJ
ajst-13055	113	13	locations	location	NOUN
ajst-13055	113	14	based	base	VERB
ajst-13055	113	15	on	on	ADP
ajst-13055	113	16	the	the	DET
ajst-13055	113	17	predicted	predict	VERB
ajst-13055	113	18	demand	demand	NOUN
ajst-13055	113	19	.	.	PUNCT
ajst-13055	114	1	4	4	X
ajst-13055	114	2	.	.	X
ajst-13055	114	3	route	route	NOUN
ajst-13055	114	4	planning	planning	NOUN
ajst-13055	114	5	:	:	PUNCT
ajst-13055	114	6	once	once	SCONJ
ajst-13055	114	7	the	the	DET
ajst-13055	114	8	resources	resource	NOUN
ajst-13055	114	9	are	be	AUX
ajst-13055	114	10	allocated	allocate	VERB
ajst-13055	114	11	,	,	PUNCT
ajst-13055	114	12	presolving	presolve	VERB
ajst-13055	114	13	methods	method	NOUN
ajst-13055	114	14	calculate	calculate	VERB
ajst-13055	114	15	the	the	DET
ajst-13055	114	16	optimal	optimal	ADJ
ajst-13055	114	17	routes	route	NOUN
ajst-13055	114	18	for	for	ADP
ajst-13055	114	19	each	each	DET
ajst-13055	114	20	vehicle	vehicle	NOUN
ajst-13055	114	21	to	to	PART
ajst-13055	114	22	reach	reach	VERB
ajst-13055	114	23	their	their	PRON
ajst-13055	114	24	assigned	assign	VERB
ajst-13055	114	25	pickup	pickup	NOUN
ajst-13055	114	26	locations	location	NOUN
ajst-13055	114	27	efficiently	efficiently	ADV
ajst-13055	114	28	.	.	PUNCT
ajst-13055	115	1	this	this	PRON
ajst-13055	115	2	may	may	AUX
ajst-13055	115	3	involve	involve	VERB
ajst-13055	115	4	considering	consider	VERB
ajst-13055	115	5	factors	factor	NOUN
ajst-13055	115	6	like	like	ADP
ajst-13055	115	7	traffic	traffic	NOUN
ajst-13055	115	8	conditions	condition	NOUN
ajst-13055	115	9	,	,	PUNCT
ajst-13055	115	10	road	road	NOUN
ajst-13055	115	11	networks	network	NOUN
ajst-13055	115	12	,	,	PUNCT
ajst-13055	115	13	and	and	CCONJ
ajst-13055	115	14	time	time	NOUN
ajst-13055	115	15	constraints	constraint	NOUN
ajst-13055	115	16	.	.	PUNCT
ajst-13055	116	1	5	5	X
ajst-13055	116	2	.	.	X
ajst-13055	116	3	assignment	assignment	NOUN
ajst-13055	116	4	optimization	optimization	NOUN
ajst-13055	116	5	:	:	PUNCT
ajst-13055	116	6	the	the	DET
ajst-13055	116	7	pre	pre	ADJ
ajst-13055	116	8	-	-	ADJ
ajst-13055	116	9	solving	solving	ADJ
ajst-13055	116	10	methods	method	NOUN
ajst-13055	116	11	also	also	ADV
ajst-13055	116	12	optimize	optimize	VERB
ajst-13055	116	13	the	the	DET
ajst-13055	116	14	assignment	assignment	NOUN
ajst-13055	116	15	of	of	ADP
ajst-13055	116	16	passengers	passenger	NOUN
ajst-13055	116	17	to	to	ADP
ajst-13055	116	18	vehicles	vehicle	NOUN
ajst-13055	116	19	.	.	PUNCT
ajst-13055	117	1	this	this	PRON
ajst-13055	117	2	typically	typically	ADV
ajst-13055	117	3	involves	involve	VERB
ajst-13055	117	4	considering	consider	VERB
ajst-13055	117	5	factors	factor	NOUN
ajst-13055	117	6	such	such	ADJ
ajst-13055	117	7	as	as	ADP
ajst-13055	117	8	passenger	passenger	NOUN
ajst-13055	117	9	preferences	preference	NOUN
ajst-13055	117	10	,	,	PUNCT
ajst-13055	117	11	vehicle	vehicle	NOUN
ajst-13055	117	12	capacity	capacity	NOUN
ajst-13055	117	13	,	,	PUNCT
ajst-13055	117	14	and	and	CCONJ
ajst-13055	117	15	minimizing	minimize	VERB
ajst-13055	117	16	detours	detour	NOUN
ajst-13055	117	17	.	.	PUNCT
ajst-13055	118	1	by	by	ADP
ajst-13055	118	2	applying	apply	VERB
ajst-13055	118	3	pre	pre	ADJ
ajst-13055	118	4	-	-	ADJ
ajst-13055	118	5	solving	solving	ADJ
ajst-13055	118	6	methods	method	NOUN
ajst-13055	118	7	,	,	PUNCT
ajst-13055	118	8	the	the	DET
ajst-13055	118	9	system	system	NOUN
ajst-13055	118	10	aims	aim	VERB
ajst-13055	118	11	to	to	PART
ajst-13055	118	12	make	make	VERB
ajst-13055	118	13	proactive	proactive	ADJ
ajst-13055	118	14	decisions	decision	NOUN
ajst-13055	118	15	and	and	CCONJ
ajst-13055	118	16	anticipate	anticipate	VERB
ajst-13055	118	17	future	future	ADJ
ajst-13055	118	18	demand	demand	NOUN
ajst-13055	118	19	and	and	CCONJ
ajst-13055	118	20	resource	resource	NOUN
ajst-13055	118	21	allocation	allocation	NOUN
ajst-13055	118	22	patterns	pattern	NOUN
ajst-13055	118	23	.	.	PUNCT
ajst-13055	119	1	this	this	PRON
ajst-13055	119	2	helps	help	VERB
ajst-13055	119	3	in	in	ADP
ajst-13055	119	4	reducing	reduce	VERB
ajst-13055	119	5	passenger	passenger	NOUN
ajst-13055	119	6	waiting	waiting	NOUN
ajst-13055	119	7	times	time	NOUN
ajst-13055	119	8	,	,	PUNCT
ajst-13055	119	9	improving	improve	VERB
ajst-13055	119	10	operational	operational	ADJ
ajst-13055	119	11	efficiency	efficiency	NOUN
ajst-13055	119	12	,	,	PUNCT
ajst-13055	119	13	and	and	CCONJ
ajst-13055	119	14	overall	overall	ADJ
ajst-13055	119	15	service	service	NOUN
ajst-13055	119	16	quality	quality	NOUN
ajst-13055	119	17	in	in	ADP
ajst-13055	119	18	real	real	ADJ
ajst-13055	119	19	-	-	PUNCT
ajst-13055	119	20	time	time	NOUN
ajst-13055	119	21	ride	ride	NOUN
ajst-13055	119	22	-	-	PUNCT
ajst-13055	119	23	sharing	share	VERB
ajst-13055	119	24	systems	system	NOUN
ajst-13055	119	25	with	with	ADP
ajst-13055	119	26	dynamic	dynamic	ADJ
ajst-13055	119	27	timeframes	timeframe	NOUN
ajst-13055	119	28	and	and	CCONJ
ajst-13055	119	29	anticipation	anticipation	NOUN
ajst-13055	119	30	-	-	PUNCT
ajst-13055	119	31	based	base	VERB
ajst-13055	119	32	migration	migration	NOUN
ajst-13055	119	33	.	.	PUNCT
ajst-13055	120	1	it	it	PRON
ajst-13055	120	2	's	be	AUX
ajst-13055	120	3	important	important	ADJ
ajst-13055	120	4	to	to	PART
ajst-13055	120	5	note	note	VERB
ajst-13055	120	6	that	that	SCONJ
ajst-13055	120	7	the	the	DET
ajst-13055	120	8	specific	specific	ADJ
ajst-13055	120	9	pre	pre	ADJ
ajst-13055	120	10	-	-	ADJ
ajst-13055	120	11	solving	solving	ADJ
ajst-13055	120	12	methods	method	NOUN
ajst-13055	120	13	and	and	CCONJ
ajst-13055	120	14	algorithms	algorithm	NOUN
ajst-13055	120	15	used	use	VERB
ajst-13055	120	16	can	can	AUX
ajst-13055	120	17	vary	vary	VERB
ajst-13055	120	18	depending	depend	VERB
ajst-13055	120	19	on	on	ADP
ajst-13055	120	20	the	the	DET
ajst-13055	120	21	implementation	implementation	NOUN
ajst-13055	120	22	and	and	CCONJ
ajst-13055	120	23	objectives	objective	NOUN
ajst-13055	120	24	of	of	ADP
ajst-13055	120	25	the	the	DET
ajst-13055	120	26	ride	ride	NOUN
ajst-13055	120	27	-	-	PUNCT
ajst-13055	120	28	sharing	share	VERB
ajst-13055	120	29	framework	framework	NOUN
ajst-13055	120	30	.	.	PUNCT
ajst-13055	121	1	various	various	ADJ
ajst-13055	121	2	optimization	optimization	NOUN
ajst-13055	121	3	techniques	technique	NOUN
ajst-13055	121	4	,	,	PUNCT
ajst-13055	121	5	such	such	ADJ
ajst-13055	121	6	as	as	ADP
ajst-13055	121	7	mathematical	mathematical	ADJ
ajst-13055	121	8	programming	programming	NOUN
ajst-13055	121	9	,	,	PUNCT
ajst-13055	121	10	heuristic	heuristic	ADJ
ajst-13055	121	11	algorithms	algorithm	NOUN
ajst-13055	121	12	,	,	PUNCT
ajst-13055	121	13	or	or	CCONJ
ajst-13055	121	14	machine	machine	NOUN
ajst-13055	121	15	learning	learning	NOUN
ajst-13055	121	16	approaches	approach	NOUN
ajst-13055	121	17	,	,	PUNCT
ajst-13055	121	18	can	can	AUX
ajst-13055	121	19	be	be	AUX
ajst-13055	121	20	employed	employ	VERB
ajst-13055	121	21	to	to	PART
ajst-13055	121	22	solve	solve	VERB
ajst-13055	121	23	the	the	DET
ajst-13055	121	24	pre	pre	ADJ
ajst-13055	121	25	-	-	ADJ
ajst-13055	121	26	solving	solving	ADJ
ajst-13055	121	27	problem	problem	NOUN
ajst-13055	121	28	effectively	effectively	ADV
ajst-13055	121	29	.	.	PUNCT
ajst-13055	122	1	figure	figure	VERB
ajst-13055	122	2	3	3	NUM
ajst-13055	122	3	.	.	NOUN
ajst-13055	122	4	example	example	NOUN
ajst-13055	122	5	of	of	ADP
ajst-13055	122	6	the	the	DET
ajst-13055	122	7	anticipation	anticipation	NOUN
ajst-13055	122	8	-	-	PUNCT
ajst-13055	122	9	based	base	VERB
ajst-13055	122	10	migration	migration	NOUN
ajst-13055	122	11	5	5	NUM
ajst-13055	122	12	.	.	PUNCT
ajst-13055	123	1	multi	multi	ADJ
ajst-13055	123	2	-	-	ADJ
ajst-13055	123	3	strategy	strategy	ADJ
ajst-13055	123	4	solution	solution	NOUN
ajst-13055	123	5	graph	graph	NOUN
ajst-13055	123	6	search	search	NOUN
ajst-13055	123	7	algorithm	algorithm	NOUN
ajst-13055	123	8	the	the	DET
ajst-13055	123	9	multi	multi	ADJ
ajst-13055	123	10	-	-	ADJ
ajst-13055	123	11	strategy	strategy	ADJ
ajst-13055	123	12	solution	solution	NOUN
ajst-13055	123	13	graph	graph	NOUN
ajst-13055	123	14	search	search	NOUN
ajst-13055	123	15	algorithm	algorithm	NOUN
ajst-13055	123	16	is	be	AUX
ajst-13055	123	17	a	a	DET
ajst-13055	123	18	specific	specific	ADJ
ajst-13055	123	19	algorithm	algorithm	NOUN
ajst-13055	123	20	used	use	VERB
ajst-13055	123	21	in	in	ADP
ajst-13055	123	22	the	the	DET
ajst-13055	123	23	context	context	NOUN
ajst-13055	123	24	of	of	ADP
ajst-13055	123	25	a	a	DET
ajst-13055	123	26	real	real	ADJ
ajst-13055	123	27	-	-	PUNCT
ajst-13055	123	28	time	time	NOUN
ajst-13055	123	29	ridesharing	ridesharing	NOUN
ajst-13055	123	30	framework	framework	NOUN
ajst-13055	123	31	with	with	ADP
ajst-13055	123	32	a	a	DET
ajst-13055	123	33	dynamic	dynamic	ADJ
ajst-13055	123	34	timeframe	timeframe	NOUN
ajst-13055	123	35	and	and	CCONJ
ajst-13055	123	36	anticipation	anticipation	NOUN
ajst-13055	123	37	-	-	PUNCT
ajst-13055	123	38	based	base	VERB
ajst-13055	123	39	migration	migration	NOUN
ajst-13055	123	40	.	.	PUNCT
ajst-13055	124	1	in	in	ADP
ajst-13055	124	2	a	a	DET
ajst-13055	124	3	real	real	ADJ
ajst-13055	124	4	-	-	PUNCT
ajst-13055	124	5	time	time	NOUN
ajst-13055	124	6	ride	ride	NOUN
ajst-13055	124	7	-	-	PUNCT
ajst-13055	124	8	sharing	share	VERB
ajst-13055	124	9	framework	framework	NOUN
ajst-13055	124	10	,	,	PUNCT
ajst-13055	124	11	the	the	DET
ajst-13055	124	12	goal	goal	NOUN
ajst-13055	124	13	is	be	AUX
ajst-13055	124	14	to	to	PART
ajst-13055	124	15	efficiently	efficiently	ADV
ajst-13055	124	16	match	match	VERB
ajst-13055	124	17	riders	rider	NOUN
ajst-13055	124	18	with	with	ADP
ajst-13055	124	19	available	available	ADJ
ajst-13055	124	20	drivers	driver	NOUN
ajst-13055	124	21	in	in	ADP
ajst-13055	124	22	real	real	ADJ
ajst-13055	124	23	-	-	PUNCT
ajst-13055	124	24	time	time	NOUN
ajst-13055	124	25	,	,	PUNCT
ajst-13055	124	26	taking	take	VERB
ajst-13055	124	27	into	into	ADP
ajst-13055	124	28	account	account	NOUN
ajst-13055	124	29	factors	factor	NOUN
ajst-13055	124	30	such	such	ADJ
ajst-13055	124	31	as	as	ADP
ajst-13055	124	32	the	the	DET
ajst-13055	124	33	current	current	ADJ
ajst-13055	124	34	location	location	NOUN
ajst-13055	124	35	,	,	PUNCT
ajst-13055	124	36	destination	destination	NOUN
ajst-13055	124	37	,	,	PUNCT
ajst-13055	124	38	and	and	CCONJ
ajst-13055	124	39	time	time	NOUN
ajst-13055	124	40	constraints	constraint	NOUN
ajst-13055	124	41	of	of	ADP
ajst-13055	124	42	both	both	DET
ajst-13055	124	43	riders	rider	NOUN
ajst-13055	124	44	and	and	CCONJ
ajst-13055	124	45	drivers	driver	NOUN
ajst-13055	124	46	.	.	PUNCT
ajst-13055	125	1	the	the	DET
ajst-13055	125	2	dynamic	dynamic	ADJ
ajst-13055	125	3	timeframe	timeframe	NOUN
ajst-13055	125	4	refers	refer	VERB
ajst-13055	125	5	to	to	ADP
ajst-13055	125	6	the	the	DET
ajst-13055	125	7	fact	fact	NOUN
ajst-13055	125	8	that	that	SCONJ
ajst-13055	125	9	the	the	DET
ajst-13055	125	10	availability	availability	NOUN
ajst-13055	125	11	of	of	ADP
ajst-13055	125	12	drivers	driver	NOUN
ajst-13055	125	13	and	and	CCONJ
ajst-13055	125	14	the	the	DET
ajst-13055	125	15	expected	expect	VERB
ajst-13055	125	16	time	time	NOUN
ajst-13055	125	17	of	of	ADP
ajst-13055	125	18	arrival	arrival	NOUN
ajst-13055	125	19	at	at	ADP
ajst-13055	125	20	the	the	DET
ajst-13055	125	21	destination	destination	NOUN
ajst-13055	125	22	can	can	AUX
ajst-13055	125	23	change	change	VERB
ajst-13055	125	24	dynamically	dynamically	ADV
ajst-13055	125	25	.	.	PUNCT
ajst-13055	126	1	the	the	DET
ajst-13055	126	2	anticipation	anticipation	NOUN
ajst-13055	126	3	-	-	PUNCT
ajst-13055	126	4	based	base	VERB
ajst-13055	126	5	migration	migration	NOUN
ajst-13055	126	6	component	component	NOUN
ajst-13055	126	7	of	of	ADP
ajst-13055	126	8	the	the	DET
ajst-13055	126	9	framework	framework	NOUN
ajst-13055	126	10	involves	involve	VERB
ajst-13055	126	11	proactively	proactively	ADV
ajst-13055	126	12	relocating	relocate	VERB
ajst-13055	126	13	drivers	driver	NOUN
ajst-13055	126	14	to	to	ADP
ajst-13055	126	15	areas	area	NOUN
ajst-13055	126	16	where	where	SCONJ
ajst-13055	126	17	they	they	PRON
ajst-13055	126	18	are	be	AUX
ajst-13055	126	19	likely	likely	ADJ
ajst-13055	126	20	to	to	PART
ajst-13055	126	21	receive	receive	VERB
ajst-13055	126	22	ride	ride	NOUN
ajst-13055	126	23	requests	request	NOUN
ajst-13055	126	24	in	in	ADP
ajst-13055	126	25	the	the	DET
ajst-13055	126	26	near	near	ADJ
ajst-13055	126	27	future	future	NOUN
ajst-13055	126	28	.	.	PUNCT
ajst-13055	127	1	this	this	DET
ajst-13055	127	2	anticipatory	anticipatory	ADJ
ajst-13055	127	3	approach	approach	NOUN
ajst-13055	127	4	helps	help	VERB
ajst-13055	127	5	reduce	reduce	VERB
ajst-13055	127	6	waiting	waiting	NOUN
ajst-13055	127	7	times	time	NOUN
ajst-13055	127	8	and	and	CCONJ
ajst-13055	127	9	improve	improve	VERB
ajst-13055	127	10	the	the	DET
ajst-13055	127	11	overall	overall	ADJ
ajst-13055	127	12	efficiency	efficiency	NOUN
ajst-13055	127	13	of	of	ADP
ajst-13055	127	14	the	the	DET
ajst-13055	127	15	ride	ride	NOUN
ajst-13055	127	16	-	-	PUNCT
ajst-13055	127	17	sharing	share	VERB
ajst-13055	127	18	system	system	NOUN
ajst-13055	127	19	.	.	PUNCT
ajst-13055	128	1	the	the	DET
ajst-13055	128	2	multi	multi	ADJ
ajst-13055	128	3	-	-	ADJ
ajst-13055	128	4	strategy	strategy	ADJ
ajst-13055	128	5	solution	solution	NOUN
ajst-13055	128	6	graph	graph	NOUN
ajst-13055	128	7	search	search	NOUN
ajst-13055	128	8	algorithm	algorithm	NOUN
ajst-13055	128	9	combines	combine	VERB
ajst-13055	128	10	multiple	multiple	ADJ
ajst-13055	128	11	strategies	strategy	NOUN
ajst-13055	128	12	to	to	PART
ajst-13055	128	13	find	find	VERB
ajst-13055	128	14	optimal	optimal	ADJ
ajst-13055	128	15	or	or	CCONJ
ajst-13055	128	16	near	near	ADV
ajst-13055	128	17	-	-	PUNCT
ajst-13055	128	18	optimal	optimal	ADJ
ajst-13055	128	19	solutions	solution	NOUN
ajst-13055	128	20	in	in	ADP
ajst-13055	128	21	this	this	DET
ajst-13055	128	22	complex	complex	ADJ
ajst-13055	128	23	real	real	ADJ
ajst-13055	128	24	-	-	PUNCT
ajst-13055	128	25	time	time	NOUN
ajst-13055	128	26	ride	ride	NOUN
ajst-13055	128	27	-	-	PUNCT
ajst-13055	128	28	sharing	share	VERB
ajst-13055	128	29	scenario	scenario	NOUN
ajst-13055	128	30	.	.	PUNCT
ajst-13055	129	1	it	it	PRON
ajst-13055	129	2	leverages	leverage	VERB
ajst-13055	129	3	graph	graph	NOUN
ajst-13055	129	4	search	search	NOUN
ajst-13055	129	5	techniques	technique	NOUN
ajst-13055	129	6	to	to	PART
ajst-13055	129	7	explore	explore	VERB
ajst-13055	129	8	the	the	DET
ajst-13055	129	9	possible	possible	ADJ
ajst-13055	129	10	combinations	combination	NOUN
ajst-13055	129	11	of	of	ADP
ajst-13055	129	12	riders	rider	NOUN
ajst-13055	129	13	and	and	CCONJ
ajst-13055	129	14	drivers	driver	NOUN
ajst-13055	129	15	and	and	CCONJ
ajst-13055	129	16	determine	determine	VERB
ajst-13055	129	17	the	the	DET
ajst-13055	129	18	best	good	ADJ
ajst-13055	129	19	matching	matching	NOUN
ajst-13055	129	20	.	.	PUNCT
ajst-13055	130	1	the	the	DET
ajst-13055	130	2	algorithm	algorithm	NOUN
ajst-13055	130	3	typically	typically	ADV
ajst-13055	130	4	involves	involve	VERB
ajst-13055	130	5	the	the	DET
ajst-13055	130	6	following	follow	VERB
ajst-13055	130	7	steps	step	NOUN
ajst-13055	130	8	:	:	PUNCT
ajst-13055	130	9	1	1	X
ajst-13055	130	10	.	.	X
ajst-13055	130	11	graph	graph	NOUN
ajst-13055	130	12	creation	creation	NOUN
ajst-13055	130	13	:	:	PUNCT
ajst-13055	130	14	a	a	DET
ajst-13055	130	15	graph	graph	NOUN
ajst-13055	130	16	representation	representation	NOUN
ajst-13055	130	17	is	be	AUX
ajst-13055	130	18	created	create	VERB
ajst-13055	130	19	,	,	PUNCT
ajst-13055	130	20	where	where	SCONJ
ajst-13055	130	21	nodes	node	NOUN
ajst-13055	130	22	represent	represent	VERB
ajst-13055	130	23	drivers	driver	NOUN
ajst-13055	130	24	,	,	PUNCT
ajst-13055	130	25	riders	rider	NOUN
ajst-13055	130	26	,	,	PUNCT
ajst-13055	130	27	and	and	CCONJ
ajst-13055	130	28	potential	potential	ADJ
ajst-13055	130	29	ride	ride	NOUN
ajst-13055	130	30	matches	match	NOUN
ajst-13055	130	31	.	.	PUNCT
ajst-13055	131	1	edges	edge	NOUN
ajst-13055	131	2	represent	represent	VERB
ajst-13055	131	3	the	the	DET
ajst-13055	131	4	distances	distance	NOUN
ajst-13055	131	5	or	or	CCONJ
ajst-13055	131	6	travel	travel	NOUN
ajst-13055	131	7	times	time	NOUN
ajst-13055	131	8	between	between	ADP
ajst-13055	131	9	various	various	ADJ
ajst-13055	131	10	nodes	node	NOUN
ajst-13055	131	11	.	.	PUNCT
ajst-13055	132	1	2	2	X
ajst-13055	132	2	.	.	X
ajst-13055	132	3	state	state	NOUN
ajst-13055	132	4	space	space	NOUN
ajst-13055	132	5	exploration	exploration	NOUN
ajst-13055	132	6	:	:	PUNCT
ajst-13055	132	7	the	the	DET
ajst-13055	132	8	algorithm	algorithm	NOUN
ajst-13055	132	9	explores	explore	VERB
ajst-13055	132	10	the	the	DET
ajst-13055	132	11	state	state	NOUN
ajst-13055	132	12	space	space	NOUN
ajst-13055	132	13	by	by	ADP
ajst-13055	132	14	considering	consider	VERB
ajst-13055	132	15	different	different	ADJ
ajst-13055	132	16	combinations	combination	NOUN
ajst-13055	132	17	of	of	ADP
ajst-13055	132	18	riders	rider	NOUN
ajst-13055	132	19	and	and	CCONJ
ajst-13055	132	20	drivers	driver	NOUN
ajst-13055	132	21	.	.	PUNCT
ajst-13055	133	1	it	it	PRON
ajst-13055	133	2	takes	take	VERB
ajst-13055	133	3	into	into	ADP
ajst-13055	133	4	account	account	NOUN
ajst-13055	133	5	factors	factor	NOUN
ajst-13055	133	6	such	such	ADJ
ajst-13055	133	7	as	as	ADP
ajst-13055	133	8	the	the	DET
ajst-13055	133	9	current	current	ADJ
ajst-13055	133	10	location	location	NOUN
ajst-13055	133	11	,	,	PUNCT
ajst-13055	133	12	destination	destination	NOUN
ajst-13055	133	13	,	,	PUNCT
ajst-13055	133	14	time	time	NOUN
ajst-13055	133	15	constraints	constraint	NOUN
ajst-13055	133	16	,	,	PUNCT
ajst-13055	133	17	and	and	CCONJ
ajst-13055	133	18	anticipated	anticipate	VERB
ajst-13055	133	19	migrations	migration	NOUN
ajst-13055	133	20	.	.	PUNCT
ajst-13055	134	1	3	3	X
ajst-13055	134	2	.	.	NOUN
ajst-13055	134	3	solution	solution	NOUN
ajst-13055	134	4	evaluation	evaluation	NOUN
ajst-13055	134	5	:	:	PUNCT
ajst-13055	134	6	each	each	DET
ajst-13055	134	7	potential	potential	ADJ
ajst-13055	134	8	solution	solution	NOUN
ajst-13055	134	9	is	be	AUX
ajst-13055	134	10	evaluated	evaluate	VERB
ajst-13055	134	11	based	base	VERB
ajst-13055	134	12	on	on	ADP
ajst-13055	134	13	criteria	criterion	NOUN
ajst-13055	134	14	such	such	ADJ
ajst-13055	134	15	as	as	ADP
ajst-13055	134	16	the	the	DET
ajst-13055	134	17	total	total	ADJ
ajst-13055	134	18	travel	travel	NOUN
ajst-13055	134	19	time	time	NOUN
ajst-13055	134	20	,	,	PUNCT
ajst-13055	134	21	waiting	wait	VERB
ajst-13055	134	22	time	time	NOUN
ajst-13055	134	23	,	,	PUNCT
ajst-13055	134	24	distance	distance	NOUN
ajst-13055	134	25	,	,	PUNCT
ajst-13055	134	26	or	or	CCONJ
ajst-13055	134	27	cost	cost	NOUN
ajst-13055	134	28	.	.	PUNCT
ajst-13055	135	1	the	the	DET
ajst-13055	135	2	evaluation	evaluation	NOUN
ajst-13055	135	3	function	function	NOUN
ajst-13055	135	4	aims	aim	VERB
ajst-13055	135	5	to	to	PART
ajst-13055	135	6	find	find	VERB
ajst-13055	135	7	the	the	DET
ajst-13055	135	8	most	most	ADV
ajst-13055	135	9	efficient	efficient	ADJ
ajst-13055	135	10	and	and	CCONJ
ajst-13055	135	11	optimal	optimal	ADJ
ajst-13055	135	12	solution	solution	NOUN
ajst-13055	135	13	.	.	PUNCT
ajst-13055	136	1	4	4	X
ajst-13055	136	2	.	.	X
ajst-13055	136	3	multi	multi	ADJ
ajst-13055	136	4	-	-	ADJ
ajst-13055	136	5	strategy	strategy	ADJ
ajst-13055	136	6	approach	approach	NOUN
ajst-13055	136	7	:	:	PUNCT
ajst-13055	136	8	the	the	DET
ajst-13055	136	9	algorithm	algorithm	NOUN
ajst-13055	136	10	employs	employ	VERB
ajst-13055	136	11	multiple	multiple	ADJ
ajst-13055	136	12	strategies	strategy	NOUN
ajst-13055	136	13	to	to	PART
ajst-13055	136	14	improve	improve	VERB
ajst-13055	136	15	the	the	DET
ajst-13055	136	16	search	search	NOUN
ajst-13055	136	17	efficiency	efficiency	NOUN
ajst-13055	136	18	and	and	CCONJ
ajst-13055	136	19	find	find	VERB
ajst-13055	136	20	diverse	diverse	ADJ
ajst-13055	136	21	solutions	solution	NOUN
ajst-13055	136	22	.	.	PUNCT
ajst-13055	137	1	these	these	DET
ajst-13055	137	2	strategies	strategy	NOUN
ajst-13055	137	3	may	may	AUX
ajst-13055	137	4	include	include	VERB
ajst-13055	137	5	heuristics	heuristic	NOUN
ajst-13055	137	6	,	,	PUNCT
ajst-13055	137	7	optimization	optimization	NOUN
ajst-13055	137	8	techniques	technique	NOUN
ajst-13055	137	9	,	,	PUNCT
ajst-13055	137	10	or	or	CCONJ
ajst-13055	137	11	machine	machine	NOUN
ajst-13055	137	12	learning	learning	NOUN
ajst-13055	137	13	models	model	NOUN
ajst-13055	137	14	to	to	PART
ajst-13055	137	15	guide	guide	VERB
ajst-13055	137	16	the	the	DET
ajst-13055	137	17	search	search	NOUN
ajst-13055	137	18	process	process	NOUN
ajst-13055	137	19	.	.	PUNCT
ajst-13055	138	1	5	5	X
ajst-13055	138	2	.	.	X
ajst-13055	138	3	dynamic	dynamic	ADJ
ajst-13055	138	4	timeframe	timeframe	NOUN
ajst-13055	138	5	and	and	CCONJ
ajst-13055	138	6	anticipation	anticipation	NOUN
ajst-13055	138	7	:	:	PUNCT
ajst-13055	138	8	the	the	DET
ajst-13055	138	9	algorithm	algorithm	NOUN
ajst-13055	138	10	adapts	adapt	VERB
ajst-13055	138	11	to	to	ADP
ajst-13055	138	12	the	the	DET
ajst-13055	138	13	dynamic	dynamic	ADJ
ajst-13055	138	14	timeframe	timeframe	NOUN
ajst-13055	138	15	by	by	ADP
ajst-13055	138	16	considering	consider	VERB
ajst-13055	138	17	the	the	DET
ajst-13055	138	18	changing	change	VERB
ajst-13055	138	19	availability	availability	NOUN
ajst-13055	138	20	and	and	CCONJ
ajst-13055	138	21	estimated	estimate	VERB
ajst-13055	138	22	arrival	arrival	NOUN
ajst-13055	138	23	times	time	NOUN
ajst-13055	138	24	of	of	ADP
ajst-13055	138	25	drivers	driver	NOUN
ajst-13055	138	26	.	.	PUNCT
ajst-13055	139	1	it	it	PRON
ajst-13055	139	2	also	also	ADV
ajst-13055	139	3	incorporates	incorporate	VERB
ajst-13055	139	4	the	the	DET
ajst-13055	139	5	anticipation	anticipation	NOUN
ajst-13055	139	6	-	-	PUNCT
ajst-13055	139	7	based	base	VERB
ajst-13055	139	8	migration	migration	NOUN
ajst-13055	139	9	component	component	NOUN
ajst-13055	139	10	to	to	PART
ajst-13055	139	11	relocate	relocate	VERB
ajst-13055	139	12	drivers	driver	NOUN
ajst-13055	139	13	strategically	strategically	ADV
ajst-13055	139	14	.	.	PUNCT
ajst-13055	140	1	by	by	ADP
ajst-13055	140	2	combining	combine	VERB
ajst-13055	140	3	these	these	DET
ajst-13055	140	4	steps	step	NOUN
ajst-13055	140	5	and	and	CCONJ
ajst-13055	140	6	strategies	strategy	NOUN
ajst-13055	140	7	,	,	PUNCT
ajst-13055	140	8	the	the	DET
ajst-13055	140	9	multi	multi	ADJ
ajst-13055	140	10	-	-	ADJ
ajst-13055	140	11	strategy	strategy	ADJ
ajst-13055	140	12	93	93	NUM
ajst-13055	140	13	solution	solution	NOUN
ajst-13055	140	14	graph	graph	NOUN
ajst-13055	140	15	search	search	NOUN
ajst-13055	140	16	algorithm	algorithm	NOUN
ajst-13055	140	17	can	can	AUX
ajst-13055	140	18	effectively	effectively	ADV
ajst-13055	140	19	match	match	VERB
ajst-13055	140	20	riders	rider	NOUN
ajst-13055	140	21	with	with	ADP
ajst-13055	140	22	drivers	driver	NOUN
ajst-13055	140	23	in	in	ADP
ajst-13055	140	24	real	real	ADJ
ajst-13055	140	25	-	-	PUNCT
ajst-13055	140	26	time	time	NOUN
ajst-13055	140	27	ride	ride	NOUN
ajst-13055	140	28	-	-	PUNCT
ajst-13055	140	29	sharing	share	VERB
ajst-13055	140	30	frameworks	framework	NOUN
ajst-13055	140	31	with	with	ADP
ajst-13055	140	32	dynamic	dynamic	ADJ
ajst-13055	140	33	timeframes	timeframe	NOUN
ajst-13055	140	34	and	and	CCONJ
ajst-13055	140	35	anticipation	anticipation	NOUN
ajst-13055	140	36	-	-	PUNCT
ajst-13055	140	37	based	base	VERB
ajst-13055	140	38	migration	migration	NOUN
ajst-13055	140	39	.	.	PUNCT
ajst-13055	141	1	it	it	PRON
ajst-13055	141	2	aims	aim	VERB
ajst-13055	141	3	to	to	PART
ajst-13055	141	4	optimize	optimize	VERB
ajst-13055	141	5	various	various	ADJ
ajst-13055	141	6	factors	factor	NOUN
ajst-13055	141	7	such	such	ADJ
ajst-13055	141	8	as	as	ADP
ajst-13055	141	9	travel	travel	NOUN
ajst-13055	141	10	time	time	NOUN
ajst-13055	141	11	,	,	PUNCT
ajst-13055	141	12	waiting	wait	VERB
ajst-13055	141	13	time	time	NOUN
ajst-13055	141	14	,	,	PUNCT
ajst-13055	141	15	and	and	CCONJ
ajst-13055	141	16	system	system	NOUN
ajst-13055	141	17	efficiency	efficiency	NOUN
ajst-13055	141	18	,	,	PUNCT
ajst-13055	141	19	ultimately	ultimately	ADV
ajst-13055	141	20	providing	provide	VERB
ajst-13055	141	21	an	an	DET
ajst-13055	141	22	improved	improved	ADJ
ajst-13055	141	23	ride	ride	NOUN
ajst-13055	141	24	-	-	PUNCT
ajst-13055	141	25	sharing	share	VERB
ajst-13055	141	26	experience	experience	NOUN
ajst-13055	141	27	for	for	ADP
ajst-13055	141	28	both	both	DET
ajst-13055	141	29	riders	rider	NOUN
ajst-13055	141	30	and	and	CCONJ
ajst-13055	141	31	drivers	driver	NOUN
ajst-13055	141	32	.	.	PUNCT
ajst-13055	142	1	6	6	NUM
ajst-13055	142	2	.	.	X
ajst-13055	142	3	numerical	numerical	ADJ
ajst-13055	142	4	experiments	experiment	NOUN
ajst-13055	142	5	6.1	6.1	NUM
ajst-13055	142	6	.	.	PUNCT
ajst-13055	142	7	test	test	NOUN
ajst-13055	142	8	instance	instance	NOUN
ajst-13055	142	9	description	description	NOUN
ajst-13055	142	10	and	and	CCONJ
ajst-13055	142	11	parameter	parameter	NOUN
ajst-13055	142	12	setting	set	VERB
ajst-13055	142	13	the	the	DET
ajst-13055	142	14	data	datum	NOUN
ajst-13055	142	15	used	use	VERB
ajst-13055	142	16	in	in	ADP
ajst-13055	142	17	our	our	PRON
ajst-13055	142	18	experiments	experiment	NOUN
ajst-13055	142	19	are	be	AUX
ajst-13055	142	20	based	base	VERB
ajst-13055	142	21	on	on	ADP
ajst-13055	142	22	the	the	DET
ajst-13055	142	23	realworld	realworld	PROPN
ajst-13055	142	24	ride	ride	NOUN
ajst-13055	142	25	-	-	PUNCT
ajst-13055	142	26	sharing	share	VERB
ajst-13055	142	27	requests	request	NOUN
ajst-13055	142	28	gathered	gather	VERB
ajst-13055	142	29	by	by	ADP
ajst-13055	142	30	didi	didi	PROPN
ajst-13055	142	31	chuxing	chuxe	VERB
ajst-13055	142	32	(	(	PUNCT
ajst-13055	142	33	2015	2015	NUM
ajst-13055	142	34	)	)	PUNCT
ajst-13055	142	35	in	in	ADP
ajst-13055	142	36	one	one	NUM
ajst-13055	142	37	of	of	ADP
ajst-13055	142	38	the	the	DET
ajst-13055	142	39	major	major	ADJ
ajst-13055	142	40	cities	city	NOUN
ajst-13055	142	41	in	in	ADP
ajst-13055	142	42	china	china	PROPN
ajst-13055	142	43	(	(	PUNCT
ajst-13055	142	44	chengdu	chengdu	PROPN
ajst-13055	142	45	)	)	PUNCT
ajst-13055	142	46	.	.	PUNCT
ajst-13055	143	1	the	the	DET
ajst-13055	143	2	commuters	commuter	NOUN
ajst-13055	143	3	are	be	AUX
ajst-13055	143	4	in	in	ADP
ajst-13055	143	5	the	the	DET
ajst-13055	143	6	latitude	latitude	NOUN
ajst-13055	143	7	range	range	NOUN
ajst-13055	144	1	[	[	X
ajst-13055	144	2	29.51723	29.51723	NUM
ajst-13055	144	3	,	,	PUNCT
ajst-13055	144	4	31.33911	31.33911	NUM
ajst-13055	144	5	]	]	PUNCT
ajst-13055	144	6	and	and	CCONJ
ajst-13055	144	7	longitude	longitude	ADJ
ajst-13055	144	8	range	range	NOUN
ajst-13055	145	1	[	[	X
ajst-13055	145	2	103.25635,104.704311	103.25635,104.704311	PROPN
ajst-13055	145	3	]	]	X
ajst-13055	145	4	.	.	PUNCT
ajst-13055	146	1	the	the	DET
ajst-13055	146	2	corresponding	correspond	VERB
ajst-13055	146	3	road	road	NOUN
ajst-13055	146	4	network	network	NOUN
ajst-13055	146	5	comprises	comprise	VERB
ajst-13055	146	6	16,994	16,994	NUM
ajst-13055	146	7	nodes	node	NOUN
ajst-13055	146	8	and	and	CCONJ
ajst-13055	146	9	19,403	19,403	NUM
ajst-13055	146	10	road	road	NOUN
ajst-13055	146	11	segments	segment	NOUN
ajst-13055	146	12	.	.	PUNCT
ajst-13055	147	1	fig	fig	NOUN
ajst-13055	147	2	.	.	PUNCT
ajst-13055	148	1	4	4	NUM
ajst-13055	148	2	demonstrates	demonstrate	VERB
ajst-13055	148	3	the	the	DET
ajst-13055	148	4	total	total	ADJ
ajst-13055	148	5	number	number	NOUN
ajst-13055	148	6	of	of	ADP
ajst-13055	148	7	commuters	commuter	NOUN
ajst-13055	148	8	emerging	emerge	VERB
ajst-13055	148	9	during	during	ADP
ajst-13055	148	10	each	each	DET
ajst-13055	148	11	hour	hour	NOUN
ajst-13055	148	12	of	of	ADP
ajst-13055	148	13	the	the	DET
ajst-13055	148	14	day	day	NOUN
ajst-13055	148	15	,	,	PUNCT
ajst-13055	148	16	while	while	SCONJ
ajst-13055	148	17	fig	fig	NOUN
ajst-13055	148	18	.	.	PUNCT
ajst-13055	148	19	5	5	NUM
ajst-13055	148	20	illustrates	illustrate	VERB
ajst-13055	148	21	the	the	DET
ajst-13055	148	22	geographical	geographical	ADJ
ajst-13055	148	23	distribution	distribution	NOUN
ajst-13055	148	24	of	of	ADP
ajst-13055	148	25	commuters	commuter	NOUN
ajst-13055	148	26	in	in	ADP
ajst-13055	148	27	time	time	NOUN
ajst-13055	148	28	ranges	range	VERB
ajst-13055	148	29	from	from	ADP
ajst-13055	148	30	2:00	2:00	NUM
ajst-13055	148	31	to	to	ADP
ajst-13055	148	32	2:59	2:59	NUM
ajst-13055	148	33	,	,	PUNCT
ajst-13055	148	34	5:00	5:00	NUM
ajst-13055	148	35	to	to	ADP
ajst-13055	148	36	5:59	5:59	NUM
ajst-13055	148	37	,	,	PUNCT
ajst-13055	148	38	8:00	8:00	NUM
ajst-13055	148	39	to	to	ADP
ajst-13055	148	40	8:59	8:59	NUM
ajst-13055	148	41	,	,	PUNCT
ajst-13055	148	42	and	and	CCONJ
ajst-13055	148	43	14:00	14:00	NUM
ajst-13055	148	44	to	to	ADP
ajst-13055	148	45	14:59	14:59	NUM
ajst-13055	148	46	.	.	PUNCT
ajst-13055	149	1	figure	figure	NOUN
ajst-13055	149	2	4	4	NUM
ajst-13055	149	3	.	.	PUNCT
ajst-13055	149	4	number	number	NOUN
ajst-13055	149	5	of	of	ADP
ajst-13055	149	6	commuters	commuter	NOUN
ajst-13055	149	7	during	during	ADP
ajst-13055	149	8	each	each	DET
ajst-13055	149	9	hour	hour	NOUN
ajst-13055	149	10	of	of	ADP
ajst-13055	149	11	the	the	DET
ajst-13055	149	12	day	day	NOUN
ajst-13055	149	13	.	.	PUNCT
ajst-13055	150	1	since	since	SCONJ
ajst-13055	150	2	the	the	DET
ajst-13055	150	3	original	original	ADJ
ajst-13055	150	4	data	datum	NOUN
ajst-13055	150	5	do	do	AUX
ajst-13055	150	6	not	not	PART
ajst-13055	150	7	specify	specify	VERB
ajst-13055	150	8	the	the	DET
ajst-13055	150	9	role	role	NOUN
ajst-13055	150	10	of	of	ADP
ajst-13055	150	11	each	each	DET
ajst-13055	150	12	commuter	commuter	NOUN
ajst-13055	150	13	,	,	PUNCT
ajst-13055	150	14	we	we	PRON
ajst-13055	150	15	randomly	randomly	ADV
ajst-13055	150	16	assign	assign	VERB
ajst-13055	150	17	50	50	NUM
ajst-13055	150	18	%	%	NOUN
ajst-13055	150	19	of	of	ADP
ajst-13055	150	20	the	the	DET
ajst-13055	150	21	total	total	ADJ
ajst-13055	150	22	commuters	commuter	NOUN
ajst-13055	150	23	to	to	PART
ajst-13055	150	24	be	be	AUX
ajst-13055	150	25	the	the	DET
ajst-13055	150	26	drivers	driver	NOUN
ajst-13055	150	27	and	and	CCONJ
ajst-13055	150	28	make	make	VERB
ajst-13055	150	29	the	the	DET
ajst-13055	150	30	rest	rest	NOUN
ajst-13055	150	31	riders	rider	NOUN
ajst-13055	150	32	.	.	PUNCT
ajst-13055	151	1	we	we	PRON
ajst-13055	151	2	create	create	VERB
ajst-13055	151	3	10	10	NUM
ajst-13055	151	4	instances	instance	NOUN
ajst-13055	151	5	with	with	ADP
ajst-13055	151	6	various	various	ADJ
ajst-13055	151	7	commuter	commuter	NOUN
ajst-13055	151	8	quantities	quantity	NOUN
ajst-13055	151	9	by	by	ADP
ajst-13055	151	10	uniformly	uniformly	ADV
ajst-13055	151	11	sampling	sample	VERB
ajst-13055	151	12	different	different	ADJ
ajst-13055	151	13	time	time	NOUN
ajst-13055	151	14	ranges	range	NOUN
ajst-13055	151	15	.	.	PUNCT
ajst-13055	152	1	the	the	DET
ajst-13055	152	2	details	detail	NOUN
ajst-13055	152	3	of	of	ADP
ajst-13055	152	4	the	the	DET
ajst-13055	152	5	instances	instance	NOUN
ajst-13055	152	6	are	be	AUX
ajst-13055	152	7	listed	list	VERB
ajst-13055	152	8	in	in	ADP
ajst-13055	152	9	table	table	NOUN
ajst-13055	152	10	1	1	NUM
ajst-13055	152	11	.	.	PUNCT
ajst-13055	153	1	the	the	DET
ajst-13055	153	2	parameter	parameter	NOUN
ajst-13055	153	3	setting	setting	NOUN
ajst-13055	153	4	of	of	ADP
ajst-13055	153	5	the	the	DET
ajst-13055	153	6	proposed	propose	VERB
ajst-13055	153	7	framework	framework	NOUN
ajst-13055	153	8	is	be	AUX
ajst-13055	153	9	shown	show	VERB
ajst-13055	153	10	in	in	ADP
ajst-13055	153	11	table	table	NOUN
ajst-13055	153	12	2	2	NUM
ajst-13055	153	13	.	.	PUNCT
ajst-13055	154	1	the	the	DET
ajst-13055	154	2	parameters	parameter	NOUN
ajst-13055	154	3	μ	μ	NUM
ajst-13055	154	4	,	,	PUNCT
ajst-13055	154	5	,	,	PUNCT
ajst-13055	154	6	𝑀𝑎𝑥	𝑀𝑎𝑥	PROPN
ajst-13055	154	7	,	,	PUNCT
ajst-13055	154	8	and	and	CCONJ
ajst-13055	154	9	𝑀𝑎𝑥	𝑀𝑎𝑥	PROPN
ajst-13055	154	10	are	be	AUX
ajst-13055	154	11	set	set	VERB
ajst-13055	154	12	in	in	ADP
ajst-13055	154	13	accordance	accordance	NOUN
ajst-13055	154	14	with	with	ADP
ajst-13055	154	15	the	the	DET
ajst-13055	154	16	real	real	ADJ
ajst-13055	154	17	-	-	PUNCT
ajst-13055	154	18	life	life	NOUN
ajst-13055	154	19	situation	situation	NOUN
ajst-13055	154	20	,	,	PUNCT
ajst-13055	154	21	while	while	SCONJ
ajst-13055	154	22	the	the	DET
ajst-13055	154	23	other	other	ADJ
ajst-13055	154	24	parameters	parameter	NOUN
ajst-13055	154	25	’	’	PART
ajst-13055	154	26	values	value	NOUN
ajst-13055	154	27	are	be	AUX
ajst-13055	154	28	chosen	choose	VERB
ajst-13055	154	29	to	to	PART
ajst-13055	154	30	yield	yield	VERB
ajst-13055	154	31	the	the	DET
ajst-13055	154	32	best	good	ADJ
ajst-13055	154	33	experimental	experimental	ADJ
ajst-13055	154	34	results	result	NOUN
ajst-13055	154	35	.	.	PUNCT
ajst-13055	155	1	figure	figure	VERB
ajst-13055	155	2	5	5	NUM
ajst-13055	155	3	.	.	PUNCT
ajst-13055	156	1	distributions	distribution	NOUN
ajst-13055	156	2	of	of	ADP
ajst-13055	156	3	commuter	commuter	NOUN
ajst-13055	156	4	emergence	emergence	NOUN
ajst-13055	156	5	in	in	ADP
ajst-13055	156	6	different	different	ADJ
ajst-13055	156	7	periods	period	NOUN
ajst-13055	156	8	.	.	PUNCT
ajst-13055	157	1	94	94	NUM
ajst-13055	157	2	table	table	NOUN
ajst-13055	157	3	1	1	NUM
ajst-13055	157	4	.	.	PUNCT
ajst-13055	157	5	properties	property	NOUN
ajst-13055	157	6	of	of	ADP
ajst-13055	157	7	instances	instance	NOUN
ajst-13055	157	8	table	table	NOUN
ajst-13055	157	9	2	2	NUM
ajst-13055	157	10	.	.	PUNCT
ajst-13055	157	11	parameter	parameter	NOUN
ajst-13055	157	12	setting	setting	NOUN
ajst-13055	157	13	of	of	ADP
ajst-13055	157	14	the	the	DET
ajst-13055	157	15	proposed	propose	VERB
ajst-13055	157	16	framework	framework	NOUN
ajst-13055	157	17	.	.	PUNCT
ajst-13055	158	1	6.2	6.2	NUM
ajst-13055	158	2	.	.	PUNCT
ajst-13055	159	1	dynamic	dynamic	ADJ
ajst-13055	159	2	timeframe	timeframe	NOUN
ajst-13055	159	3	evaluation	evaluation	NOUN
ajst-13055	159	4	in	in	ADP
ajst-13055	159	5	this	this	DET
ajst-13055	159	6	section	section	NOUN
ajst-13055	159	7	,	,	PUNCT
ajst-13055	159	8	we	we	PRON
ajst-13055	159	9	assess	assess	VERB
ajst-13055	159	10	the	the	DET
ajst-13055	159	11	effectiveness	effectiveness	NOUN
ajst-13055	159	12	of	of	ADP
ajst-13055	159	13	dynamic	dynamic	ADJ
ajst-13055	159	14	timeframe	timeframe	NOUN
ajst-13055	159	15	segmentation	segmentation	NOUN
ajst-13055	159	16	by	by	ADP
ajst-13055	159	17	comparing	compare	VERB
ajst-13055	159	18	the	the	DET
ajst-13055	159	19	solutions	solution	NOUN
ajst-13055	159	20	obtained	obtain	VERB
ajst-13055	159	21	with	with	ADP
ajst-13055	159	22	a	a	DET
ajst-13055	159	23	fixed	fix	VERB
ajst-13055	159	24	timeframe	timeframe	NOUN
ajst-13055	159	25	length	length	NOUN
ajst-13055	159	26	of	of	ADP
ajst-13055	159	27	60	60	NUM
ajst-13055	159	28	seconds	second	NOUN
ajst-13055	159	29	.	.	PUNCT
ajst-13055	160	1	it	it	PRON
ajst-13055	160	2	's	be	AUX
ajst-13055	160	3	important	important	ADJ
ajst-13055	160	4	to	to	PART
ajst-13055	160	5	note	note	VERB
ajst-13055	160	6	that	that	SCONJ
ajst-13055	160	7	these	these	DET
ajst-13055	160	8	experiments	experiment	NOUN
ajst-13055	160	9	solely	solely	ADV
ajst-13055	160	10	focus	focus	VERB
ajst-13055	160	11	on	on	ADP
ajst-13055	160	12	evaluating	evaluate	VERB
ajst-13055	160	13	the	the	DET
ajst-13055	160	14	impact	impact	NOUN
ajst-13055	160	15	of	of	ADP
ajst-13055	160	16	timeframe	timeframe	NOUN
ajst-13055	160	17	segmentation	segmentation	NOUN
ajst-13055	160	18	methods	method	NOUN
ajst-13055	160	19	.	.	PUNCT
ajst-13055	161	1	therefore	therefore	ADV
ajst-13055	161	2	,	,	PUNCT
ajst-13055	161	3	the	the	DET
ajst-13055	161	4	anticipation	anticipation	NOUN
ajst-13055	161	5	-	-	PUNCT
ajst-13055	161	6	based	base	VERB
ajst-13055	161	7	migration	migration	NOUN
ajst-13055	161	8	mechanism	mechanism	NOUN
ajst-13055	161	9	remains	remain	VERB
ajst-13055	161	10	inactive	inactive	ADJ
ajst-13055	161	11	during	during	ADP
ajst-13055	161	12	these	these	DET
ajst-13055	161	13	tests	test	NOUN
ajst-13055	161	14	.	.	PUNCT
ajst-13055	162	1	this	this	PRON
ajst-13055	162	2	means	mean	VERB
ajst-13055	162	3	that	that	SCONJ
ajst-13055	162	4	commuters	commuter	NOUN
ajst-13055	162	5	are	be	AUX
ajst-13055	162	6	matched	match	VERB
ajst-13055	162	7	without	without	ADP
ajst-13055	162	8	considering	consider	VERB
ajst-13055	162	9	any	any	DET
ajst-13055	162	10	srp	srp	PROPN
ajst-13055	162	11	thresholds	threshold	NOUN
ajst-13055	162	12	,	,	PUNCT
ajst-13055	162	13	and	and	CCONJ
ajst-13055	162	14	we	we	PRON
ajst-13055	162	15	only	only	ADV
ajst-13055	162	16	migrate	migrate	VERB
ajst-13055	162	17	a	a	DET
ajst-13055	162	18	commuter	commuter	NOUN
ajst-13055	162	19	when	when	SCONJ
ajst-13055	162	20	there	there	PRON
ajst-13055	162	21	are	be	VERB
ajst-13055	162	22	no	no	DET
ajst-13055	162	23	remaining	remain	VERB
ajst-13055	162	24	members	member	NOUN
ajst-13055	162	25	to	to	PART
ajst-13055	162	26	be	be	AUX
ajst-13055	162	27	matched	match	VERB
ajst-13055	162	28	in	in	ADP
ajst-13055	162	29	the	the	DET
ajst-13055	162	30	other	other	ADJ
ajst-13055	162	31	party	party	NOUN
ajst-13055	162	32	.	.	PUNCT
ajst-13055	163	1	the	the	DET
ajst-13055	163	2	results	result	NOUN
ajst-13055	163	3	,	,	PUNCT
ajst-13055	163	4	averaged	average	VERB
ajst-13055	163	5	over	over	ADP
ajst-13055	163	6	20	20	NUM
ajst-13055	163	7	runs	run	NOUN
ajst-13055	163	8	for	for	ADP
ajst-13055	163	9	each	each	DET
ajst-13055	163	10	instance	instance	NOUN
ajst-13055	163	11	,	,	PUNCT
ajst-13055	163	12	are	be	AUX
ajst-13055	163	13	presented	present	VERB
ajst-13055	163	14	in	in	ADP
ajst-13055	163	15	table	table	NOUN
ajst-13055	163	16	3	3	NUM
ajst-13055	163	17	.	.	PUNCT
ajst-13055	164	1	the	the	DET
ajst-13055	164	2	evaluation	evaluation	NOUN
ajst-13055	164	3	criteria	criterion	NOUN
ajst-13055	164	4	include	include	VERB
ajst-13055	164	5	the	the	DET
ajst-13055	164	6	average	average	ADJ
ajst-13055	164	7	srp	srp	NOUN
ajst-13055	164	8	per	per	ADP
ajst-13055	164	9	commuter	commuter	NOUN
ajst-13055	164	10	(	(	PUNCT
ajst-13055	164	11	asrp	asrp	PROPN
ajst-13055	164	12	)	)	PUNCT
ajst-13055	164	13	,	,	PUNCT
ajst-13055	164	14	average	average	ADJ
ajst-13055	164	15	waiting	waiting	NOUN
ajst-13055	164	16	time	time	NOUN
ajst-13055	164	17	per	per	ADP
ajst-13055	164	18	commuter	commuter	NOUN
ajst-13055	164	19	(	(	PUNCT
ajst-13055	164	20	awt	awt	PROPN
ajst-13055	164	21	)	)	PUNCT
ajst-13055	164	22	,	,	PUNCT
ajst-13055	164	23	matched	match	VERB
ajst-13055	164	24	commuter	commuter	NOUN
ajst-13055	164	25	rate	rate	NOUN
ajst-13055	164	26	(	(	PUNCT
ajst-13055	164	27	mar	mar	PROPN
ajst-13055	164	28	)	)	PUNCT
ajst-13055	164	29	,	,	PUNCT
ajst-13055	164	30	migrated	migrate	VERB
ajst-13055	164	31	commuter	commuter	NOUN
ajst-13055	164	32	rate	rate	NOUN
ajst-13055	164	33	(	(	PUNCT
ajst-13055	164	34	mir	mir	PROPN
ajst-13055	164	35	)	)	PUNCT
ajst-13055	164	36	,	,	PUNCT
ajst-13055	164	37	improvement	improvement	NOUN
ajst-13055	164	38	percentage	percentage	NOUN
ajst-13055	164	39	on	on	ADP
ajst-13055	164	40	asrp	asrp	NOUN
ajst-13055	164	41	(	(	PUNCT
ajst-13055	164	42	ips	ips	PROPN
ajst-13055	164	43	)	)	PUNCT
ajst-13055	164	44	,	,	PUNCT
ajst-13055	164	45	improvement	improvement	NOUN
ajst-13055	164	46	percentage	percentage	NOUN
ajst-13055	164	47	on	on	ADP
ajst-13055	164	48	awt	awt	PROPN
ajst-13055	164	49	(	(	PUNCT
ajst-13055	164	50	ipw	ipw	PROPN
ajst-13055	164	51	)	)	PUNCT
ajst-13055	164	52	,	,	PUNCT
ajst-13055	164	53	the	the	DET
ajst-13055	164	54	difference	difference	NOUN
ajst-13055	164	55	on	on	ADP
ajst-13055	164	56	mar	mar	PROPN
ajst-13055	164	57	(	(	PUNCT
ajst-13055	164	58	da	da	PROPN
ajst-13055	164	59	)	)	PUNCT
ajst-13055	164	60	obtained	obtain	VERB
ajst-13055	164	61	by	by	ADP
ajst-13055	164	62	subtracting	subtract	VERB
ajst-13055	164	63	the	the	DET
ajst-13055	164	64	dynamic	dynamic	ADJ
ajst-13055	164	65	mar	mar	PROPN
ajst-13055	164	66	from	from	ADP
ajst-13055	164	67	the	the	DET
ajst-13055	164	68	static	static	PROPN
ajst-13055	164	69	mar	mar	PROPN
ajst-13055	164	70	,	,	PUNCT
ajst-13055	164	71	and	and	CCONJ
ajst-13055	164	72	the	the	DET
ajst-13055	164	73	difference	difference	NOUN
ajst-13055	164	74	on	on	ADP
ajst-13055	164	75	mir	mir	X
ajst-13055	164	76	(	(	PUNCT
ajst-13055	164	77	di	di	NOUN
ajst-13055	164	78	)	)	PUNCT
ajst-13055	164	79	obtained	obtain	VERB
ajst-13055	164	80	by	by	ADP
ajst-13055	164	81	subtracting	subtract	VERB
ajst-13055	164	82	the	the	DET
ajst-13055	164	83	dynamic	dynamic	ADJ
ajst-13055	164	84	mir	mir	NOUN
ajst-13055	164	85	from	from	ADP
ajst-13055	164	86	the	the	DET
ajst-13055	164	87	static	static	ADJ
ajst-13055	164	88	mir	mir	PROPN
ajst-13055	164	89	.	.	PROPN
ajst-13055	164	90	table	table	PROPN
ajst-13055	164	91	3	3	NUM
ajst-13055	164	92	.	.	PUNCT
ajst-13055	164	93	evaluation	evaluation	NOUN
ajst-13055	164	94	results	result	NOUN
ajst-13055	164	95	of	of	ADP
ajst-13055	164	96	the	the	DET
ajst-13055	164	97	segmentation	segmentation	NOUN
ajst-13055	164	98	methods	method	NOUN
ajst-13055	164	99	fig	fig	NOUN
ajst-13055	164	100	.	.	PUNCT
ajst-13055	165	1	6	6	NUM
ajst-13055	165	2	shows	show	VERB
ajst-13055	165	3	the	the	DET
ajst-13055	165	4	impacts	impact	NOUN
ajst-13055	165	5	of	of	ADP
ajst-13055	165	6	varying	vary	VERB
ajst-13055	165	7	the	the	DET
ajst-13055	165	8	parameter	parameter	NOUN
ajst-13055	165	9	μ	μ	PROPN
ajst-13055	165	10	on	on	ADP
ajst-13055	165	11	the	the	DET
ajst-13055	165	12	reduced	reduce	VERB
ajst-13055	165	13	travel	travel	NOUN
ajst-13055	165	14	distance	distance	NOUN
ajst-13055	165	15	and	and	CCONJ
ajst-13055	165	16	the	the	DET
ajst-13055	165	17	srp	srp	PROPN
ajst-13055	165	18	on	on	ADP
ajst-13055	165	19	average	average	ADJ
ajst-13055	165	20	.	.	PUNCT
ajst-13055	166	1	a	a	DET
ajst-13055	166	2	greater	great	ADJ
ajst-13055	166	3	μ	μ	NOUN
ajst-13055	166	4	allows	allow	VERB
ajst-13055	166	5	the	the	DET
ajst-13055	166	6	drivers	driver	NOUN
ajst-13055	166	7	to	to	PART
ajst-13055	166	8	have	have	VERB
ajst-13055	166	9	longer	long	ADJ
ajst-13055	166	10	detours	detour	NOUN
ajst-13055	166	11	while	while	SCONJ
ajst-13055	166	12	staying	stay	VERB
ajst-13055	166	13	profitable	profitable	ADJ
ajst-13055	166	14	.	.	PUNCT
ajst-13055	167	1	in	in	ADP
ajst-13055	167	2	other	other	ADJ
ajst-13055	167	3	words	word	NOUN
ajst-13055	167	4	,	,	PUNCT
ajst-13055	167	5	it	it	PRON
ajst-13055	167	6	relaxes	relax	VERB
ajst-13055	167	7	the	the	DET
ajst-13055	167	8	detour	detour	NOUN
ajst-13055	167	9	constraint	constraint	NOUN
ajst-13055	167	10	,	,	PUNCT
ajst-13055	167	11	which	which	PRON
ajst-13055	167	12	results	result	VERB
ajst-13055	167	13	in	in	ADP
ajst-13055	167	14	a	a	DET
ajst-13055	167	15	decrease	decrease	NOUN
ajst-13055	167	16	in	in	ADP
ajst-13055	167	17	the	the	DET
ajst-13055	167	18	srp	srp	NOUN
ajst-13055	167	19	and	and	CCONJ
ajst-13055	167	20	the	the	DET
ajst-13055	167	21	reduced	reduce	VERB
ajst-13055	167	22	travel	travel	NOUN
ajst-13055	167	23	distance	distance	NOUN
ajst-13055	167	24	.	.	PUNCT
ajst-13055	168	1	fig	fig	NOUN
ajst-13055	168	2	.	.	PUNCT
ajst-13055	169	1	7	7	NUM
ajst-13055	169	2	illustrates	illustrate	VERB
ajst-13055	169	3	a	a	DET
ajst-13055	169	4	sample	sample	NOUN
ajst-13055	169	5	of	of	ADP
ajst-13055	169	6	the	the	DET
ajst-13055	169	7	origins	origin	NOUN
ajst-13055	169	8	and	and	CCONJ
ajst-13055	169	9	destinations	destination	NOUN
ajst-13055	169	10	of	of	ADP
ajst-13055	169	11	the	the	DET
ajst-13055	169	12	matched	match	VERB
ajst-13055	169	13	drivers	driver	NOUN
ajst-13055	169	14	and	and	CCONJ
ajst-13055	169	15	riders	rider	NOUN
ajst-13055	169	16	,	,	PUNCT
ajst-13055	169	17	connected	connect	VERB
ajst-13055	169	18	by	by	ADP
ajst-13055	169	19	dotted	dotted	ADJ
ajst-13055	169	20	lines	line	NOUN
ajst-13055	169	21	,	,	PUNCT
ajst-13055	169	22	while	while	SCONJ
ajst-13055	169	23	fig	fig	NOUN
ajst-13055	169	24	.	.	PUNCT
ajst-13055	169	25	8	8	NUM
ajst-13055	169	26	demonstrates	demonstrate	VERB
ajst-13055	169	27	the	the	DET
ajst-13055	169	28	routes	route	NOUN
ajst-13055	169	29	of	of	ADP
ajst-13055	169	30	the	the	DET
ajst-13055	169	31	driver	driver	NOUN
ajst-13055	169	32	-	-	PUNCT
ajst-13055	169	33	rider	rider	NOUN
ajst-13055	169	34	pairs	pair	NOUN
ajst-13055	169	35	after	after	ADP
ajst-13055	169	36	ride	ride	NOUN
ajst-13055	169	37	-	-	PUNCT
ajst-13055	169	38	sharing	sharing	NOUN
ajst-13055	169	39	.	.	PUNCT
ajst-13055	170	1	figure	figure	NOUN
ajst-13055	170	2	6	6	NUM
ajst-13055	170	3	.	.	PUNCT
ajst-13055	170	4	impacts	impact	NOUN
ajst-13055	170	5	when	when	SCONJ
ajst-13055	170	6	varying	vary	VERB
ajst-13055	170	7	the	the	DET
ajst-13055	170	8	parameter	parameter	NOUN
ajst-13055	170	9	μ	μ	PROPN
ajst-13055	170	10	95	95	NUM
ajst-13055	170	11	figure	figure	NOUN
ajst-13055	170	12	7	7	NUM
ajst-13055	170	13	.	.	PUNCT
ajst-13055	170	14	geographical	geographical	ADJ
ajst-13055	170	15	demonstration	demonstration	NOUN
ajst-13055	170	16	of	of	ADP
ajst-13055	170	17	the	the	DET
ajst-13055	170	18	matched	match	VERB
ajst-13055	170	19	drivers	driver	NOUN
ajst-13055	170	20	and	and	CCONJ
ajst-13055	170	21	riders	rider	NOUN
ajst-13055	170	22	.	.	PUNCT
ajst-13055	171	1	figure	figure	VERB
ajst-13055	171	2	8	8	NUM
ajst-13055	171	3	.	.	PUNCT
ajst-13055	172	1	geographical	geographical	ADJ
ajst-13055	172	2	demonstration	demonstration	NOUN
ajst-13055	172	3	of	of	ADP
ajst-13055	172	4	the	the	DET
ajst-13055	172	5	routes	route	NOUN
ajst-13055	172	6	of	of	ADP
ajst-13055	172	7	driver	driver	NOUN
ajst-13055	172	8	-	-	PUNCT
ajst-13055	172	9	rider	rider	NOUN
ajst-13055	172	10	pairs	pair	NOUN
ajst-13055	172	11	7	7	NUM
ajst-13055	172	12	.	.	PUNCT
ajst-13055	172	13	conclusion	conclusion	NOUN
ajst-13055	172	14	the	the	DET
ajst-13055	172	15	dynamic	dynamic	ADJ
ajst-13055	172	16	timeframe	timeframe	NOUN
ajst-13055	172	17	segmentation	segmentation	NOUN
ajst-13055	172	18	,	,	PUNCT
ajst-13055	172	19	which	which	PRON
ajst-13055	172	20	utilizes	utilize	VERB
ajst-13055	172	21	thresholds	threshold	NOUN
ajst-13055	172	22	derived	derive	VERB
ajst-13055	172	23	from	from	ADP
ajst-13055	172	24	historical	historical	ADJ
ajst-13055	172	25	data	datum	NOUN
ajst-13055	172	26	,	,	PUNCT
ajst-13055	172	27	demonstrates	demonstrate	VERB
ajst-13055	172	28	the	the	DET
ajst-13055	172	29	ability	ability	NOUN
ajst-13055	172	30	to	to	PART
ajst-13055	172	31	achieve	achieve	VERB
ajst-13055	172	32	a	a	DET
ajst-13055	172	33	more	more	ADV
ajst-13055	172	34	intelligent	intelligent	ADJ
ajst-13055	172	35	equilibrium	equilibrium	NOUN
ajst-13055	172	36	between	between	ADP
ajst-13055	172	37	the	the	DET
ajst-13055	172	38	utility	utility	NOUN
ajst-13055	172	39	rate	rate	NOUN
ajst-13055	172	40	of	of	ADP
ajst-13055	172	41	transportation	transportation	NOUN
ajst-13055	172	42	resources	resource	NOUN
ajst-13055	172	43	and	and	CCONJ
ajst-13055	172	44	the	the	DET
ajst-13055	172	45	waiting	wait	VERB
ajst-13055	172	46	time	time	NOUN
ajst-13055	172	47	experienced	experience	VERB
ajst-13055	172	48	by	by	ADP
ajst-13055	172	49	commuters	commuter	NOUN
ajst-13055	172	50	throughout	throughout	ADP
ajst-13055	172	51	the	the	DET
ajst-13055	172	52	day	day	NOUN
ajst-13055	172	53	.	.	PUNCT
ajst-13055	173	1	on	on	ADP
ajst-13055	173	2	average	average	ADJ
ajst-13055	173	3	,	,	PUNCT
ajst-13055	173	4	the	the	DET
ajst-13055	173	5	waiting	waiting	NOUN
ajst-13055	173	6	time	time	NOUN
ajst-13055	173	7	of	of	ADP
ajst-13055	173	8	commuters	commuter	NOUN
ajst-13055	173	9	during	during	ADP
ajst-13055	173	10	peak	peak	NOUN
ajst-13055	173	11	periods	period	NOUN
ajst-13055	173	12	is	be	AUX
ajst-13055	173	13	reduced	reduce	VERB
ajst-13055	173	14	by	by	ADP
ajst-13055	173	15	65	65	NUM
ajst-13055	173	16	%	%	NOUN
ajst-13055	173	17	,	,	PUNCT
ajst-13055	173	18	accompanied	accompany	VERB
ajst-13055	173	19	by	by	ADP
ajst-13055	173	20	a	a	DET
ajst-13055	173	21	slight	slight	ADJ
ajst-13055	173	22	decrease	decrease	NOUN
ajst-13055	173	23	in	in	ADP
ajst-13055	173	24	the	the	DET
ajst-13055	173	25	number	number	NOUN
ajst-13055	173	26	of	of	ADP
ajst-13055	173	27	successfully	successfully	ADV
ajst-13055	173	28	matched	match	VERB
ajst-13055	173	29	ride	ride	NOUN
ajst-13055	173	30	pairs	pair	NOUN
ajst-13055	173	31	.	.	PUNCT
ajst-13055	174	1	furthermore	furthermore	ADV
ajst-13055	174	2	,	,	PUNCT
ajst-13055	174	3	the	the	DET
ajst-13055	174	4	application	application	NOUN
ajst-13055	174	5	of	of	ADP
ajst-13055	174	6	anticipation	anticipation	NOUN
ajst-13055	174	7	-	-	PUNCT
ajst-13055	174	8	based	base	VERB
ajst-13055	174	9	migration	migration	NOUN
ajst-13055	174	10	is	be	AUX
ajst-13055	174	11	also	also	ADV
ajst-13055	174	12	found	find	VERB
ajst-13055	174	13	to	to	PART
ajst-13055	174	14	have	have	VERB
ajst-13055	174	15	a	a	DET
ajst-13055	174	16	positive	positive	ADJ
ajst-13055	174	17	impact	impact	NOUN
ajst-13055	174	18	on	on	ADP
ajst-13055	174	19	both	both	DET
ajst-13055	174	20	waiting	wait	VERB
ajst-13055	174	21	time	time	NOUN
ajst-13055	174	22	and	and	CCONJ
ajst-13055	174	23	the	the	DET
ajst-13055	174	24	number	number	NOUN
ajst-13055	174	25	of	of	ADP
ajst-13055	174	26	successful	successful	ADJ
ajst-13055	174	27	matches	match	NOUN
ajst-13055	174	28	.	.	PUNCT
ajst-13055	175	1	by	by	ADP
ajst-13055	175	2	appropriately	appropriately	ADV
ajst-13055	175	3	configuring	configure	VERB
ajst-13055	175	4	the	the	DET
ajst-13055	175	5	parameters	parameter	NOUN
ajst-13055	175	6	,	,	PUNCT
ajst-13055	175	7	the	the	DET
ajst-13055	175	8	waiting	waiting	NOUN
ajst-13055	175	9	time	time	NOUN
ajst-13055	175	10	for	for	ADP
ajst-13055	175	11	commuters	commuter	NOUN
ajst-13055	175	12	can	can	AUX
ajst-13055	175	13	be	be	AUX
ajst-13055	175	14	improved	improve	VERB
ajst-13055	175	15	by	by	ADP
ajst-13055	175	16	up	up	ADP
ajst-13055	175	17	to	to	PART
ajst-13055	175	18	68	68	NUM
ajst-13055	175	19	%	%	NOUN
ajst-13055	175	20	,	,	PUNCT
ajst-13055	175	21	while	while	SCONJ
ajst-13055	175	22	the	the	DET
ajst-13055	175	23	rate	rate	NOUN
ajst-13055	175	24	of	of	ADP
ajst-13055	175	25	successfully	successfully	ADV
ajst-13055	175	26	matched	match	VERB
ajst-13055	175	27	commuters	commuter	NOUN
ajst-13055	175	28	can	can	AUX
ajst-13055	175	29	be	be	AUX
ajst-13055	175	30	enhanced	enhance	VERB
ajst-13055	175	31	by	by	ADP
ajst-13055	175	32	an	an	DET
ajst-13055	175	33	impressive	impressive	ADJ
ajst-13055	175	34	136.11	136.11	NUM
ajst-13055	175	35	%	%	NOUN
ajst-13055	175	36	.	.	PUNCT
ajst-13055	176	1	moreover	moreover	ADV
ajst-13055	176	2	,	,	PUNCT
ajst-13055	176	3	there	there	PRON
ajst-13055	176	4	are	be	VERB
ajst-13055	176	5	several	several	ADJ
ajst-13055	176	6	potential	potential	ADJ
ajst-13055	176	7	extensions	extension	NOUN
ajst-13055	176	8	to	to	ADP
ajst-13055	176	9	our	our	PRON
ajst-13055	176	10	proposed	propose	VERB
ajst-13055	176	11	framework	framework	NOUN
ajst-13055	176	12	that	that	PRON
ajst-13055	176	13	warrant	warrant	VERB
ajst-13055	176	14	exploration	exploration	NOUN
ajst-13055	176	15	.	.	PUNCT
ajst-13055	177	1	firstly	firstly	ADV
ajst-13055	177	2	,	,	PUNCT
ajst-13055	177	3	our	our	PRON
ajst-13055	177	4	current	current	ADJ
ajst-13055	177	5	approach	approach	NOUN
ajst-13055	177	6	encounters	encounter	VERB
ajst-13055	177	7	limitations	limitation	NOUN
ajst-13055	177	8	when	when	SCONJ
ajst-13055	177	9	solving	solve	VERB
ajst-13055	177	10	exceedingly	exceedingly	ADV
ajst-13055	177	11	large	large	ADJ
ajst-13055	177	12	instances	instance	NOUN
ajst-13055	177	13	,	,	PUNCT
ajst-13055	177	14	such	such	ADJ
ajst-13055	177	15	as	as	ADP
ajst-13055	177	16	those	those	PRON
ajst-13055	177	17	with	with	ADP
ajst-13055	177	18	more	more	ADJ
ajst-13055	177	19	than	than	ADP
ajst-13055	177	20	400	400	NUM
ajst-13055	177	21	commuters	commuter	NOUN
ajst-13055	177	22	.	.	PUNCT
ajst-13055	178	1	upon	upon	SCONJ
ajst-13055	178	2	analyzing	analyze	VERB
ajst-13055	178	3	the	the	DET
ajst-13055	178	4	experimental	experimental	ADJ
ajst-13055	178	5	results	result	NOUN
ajst-13055	178	6	,	,	PUNCT
ajst-13055	178	7	we	we	PRON
ajst-13055	178	8	identified	identify	VERB
ajst-13055	178	9	the	the	DET
ajst-13055	178	10	initialization	initialization	NOUN
ajst-13055	178	11	of	of	ADP
ajst-13055	178	12	the	the	DET
ajst-13055	178	13	value	value	NOUN
ajst-13055	178	14	matrix	matrix	NOUN
ajst-13055	178	15	as	as	ADP
ajst-13055	178	16	the	the	DET
ajst-13055	178	17	primary	primary	ADJ
ajst-13055	178	18	challenge	challenge	NOUN
ajst-13055	178	19	.	.	PUNCT
ajst-13055	179	1	despite	despite	SCONJ
ajst-13055	179	2	employing	employ	VERB
ajst-13055	179	3	an	an	DET
ajst-13055	179	4	optimized	optimize	VERB
ajst-13055	179	5	algorithm	algorithm	NOUN
ajst-13055	179	6	,	,	PUNCT
ajst-13055	179	7	the	the	DET
ajst-13055	179	8	calculation	calculation	NOUN
ajst-13055	179	9	of	of	ADP
ajst-13055	179	10	the	the	DET
ajst-13055	179	11	shortest	short	ADJ
ajst-13055	179	12	route	route	NOUN
ajst-13055	179	13	remains	remain	VERB
ajst-13055	179	14	time	time	NOUN
ajst-13055	179	15	-	-	PUNCT
ajst-13055	179	16	intensive	intensive	ADJ
ajst-13055	179	17	.	.	PUNCT
ajst-13055	180	1	to	to	PART
ajst-13055	180	2	enhance	enhance	VERB
ajst-13055	180	3	efficiency	efficiency	NOUN
ajst-13055	180	4	,	,	PUNCT
ajst-13055	180	5	we	we	PRON
ajst-13055	180	6	intend	intend	VERB
ajst-13055	180	7	to	to	PART
ajst-13055	180	8	investigate	investigate	VERB
ajst-13055	180	9	the	the	DET
ajst-13055	180	10	integration	integration	NOUN
ajst-13055	180	11	of	of	ADP
ajst-13055	180	12	a	a	DET
ajst-13055	180	13	distributed	distribute	VERB
ajst-13055	180	14	computing	compute	VERB
ajst-13055	180	15	architecture	architecture	NOUN
ajst-13055	180	16	or	or	CCONJ
ajst-13055	180	17	a	a	DET
ajst-13055	180	18	divide	divide	NOUN
ajst-13055	180	19	-	-	PUNCT
ajst-13055	180	20	and	and	CCONJ
ajst-13055	180	21	-	-	PUNCT
ajst-13055	180	22	conquer	conquer	NOUN
ajst-13055	180	23	mechanism	mechanism	NOUN
ajst-13055	180	24	specifically	specifically	ADV
ajst-13055	180	25	for	for	ADP
ajst-13055	180	26	the	the	DET
ajst-13055	180	27	initialization	initialization	NOUN
ajst-13055	180	28	of	of	ADP
ajst-13055	180	29	the	the	DET
ajst-13055	180	30	value	value	NOUN
ajst-13055	180	31	matrix	matrix	NOUN
ajst-13055	180	32	.	.	PUNCT
ajst-13055	181	1	secondly	secondly	ADV
ajst-13055	181	2	,	,	PUNCT
ajst-13055	181	3	the	the	DET
ajst-13055	181	4	two	two	NUM
ajst-13055	181	5	decision	decision	NOUN
ajst-13055	181	6	rules	rule	NOUN
ajst-13055	181	7	governing	govern	VERB
ajst-13055	181	8	dynamic	dynamic	ADJ
ajst-13055	181	9	timeframe	timeframe	NOUN
ajst-13055	181	10	segmentation	segmentation	NOUN
ajst-13055	181	11	could	could	AUX
ajst-13055	181	12	be	be	AUX
ajst-13055	181	13	combined	combine	VERB
ajst-13055	181	14	using	use	VERB
ajst-13055	181	15	a	a	DET
ajst-13055	181	16	weighted	weight	VERB
ajst-13055	181	17	summation	summation	NOUN
ajst-13055	181	18	technique	technique	NOUN
ajst-13055	181	19	,	,	PUNCT
ajst-13055	181	20	providing	provide	VERB
ajst-13055	181	21	enhanced	enhanced	ADJ
ajst-13055	181	22	flexibility	flexibility	NOUN
ajst-13055	181	23	.	.	PUNCT
ajst-13055	182	1	however	however	ADV
ajst-13055	182	2	,	,	PUNCT
ajst-13055	182	3	determining	determine	VERB
ajst-13055	182	4	the	the	DET
ajst-13055	182	5	appropriate	appropriate	ADJ
ajst-13055	182	6	weight	weight	NOUN
ajst-13055	182	7	value	value	NOUN
ajst-13055	182	8	poses	pose	VERB
ajst-13055	182	9	a	a	DET
ajst-13055	182	10	further	further	ADJ
ajst-13055	182	11	research	research	NOUN
ajst-13055	182	12	question	question	NOUN
ajst-13055	182	13	,	,	PUNCT
ajst-13055	182	14	which	which	PRON
ajst-13055	182	15	we	we	PRON
ajst-13055	182	16	aim	aim	VERB
ajst-13055	182	17	to	to	PART
ajst-13055	182	18	address	address	VERB
ajst-13055	182	19	in	in	ADP
ajst-13055	182	20	our	our	PRON
ajst-13055	182	21	future	future	ADJ
ajst-13055	182	22	work	work	NOUN
ajst-13055	182	23	.	.	PUNCT
ajst-13055	183	1	additionally	additionally	ADV
ajst-13055	183	2	,	,	PUNCT
ajst-13055	183	3	we	we	PRON
ajst-13055	183	4	envision	envision	VERB
ajst-13055	183	5	a	a	DET
ajst-13055	183	6	third	third	ADJ
ajst-13055	183	7	extension	extension	NOUN
ajst-13055	183	8	to	to	ADP
ajst-13055	183	9	this	this	DET
ajst-13055	183	10	study	study	NOUN
ajst-13055	183	11	where	where	SCONJ
ajst-13055	183	12	multiple	multiple	ADJ
ajst-13055	183	13	riders	rider	NOUN
ajst-13055	183	14	are	be	AUX
ajst-13055	183	15	permitted	permit	VERB
ajst-13055	183	16	to	to	PART
ajst-13055	183	17	share	share	VERB
ajst-13055	183	18	the	the	DET
ajst-13055	183	19	same	same	ADJ
ajst-13055	183	20	trip	trip	NOUN
ajst-13055	183	21	.	.	PUNCT
ajst-13055	184	1	this	this	DET
ajst-13055	184	2	extension	extension	NOUN
ajst-13055	184	3	would	would	AUX
ajst-13055	184	4	significantly	significantly	ADV
ajst-13055	184	5	amplify	amplify	VERB
ajst-13055	184	6	the	the	DET
ajst-13055	184	7	problem	problem	NOUN
ajst-13055	184	8	's	's	PART
ajst-13055	184	9	complexity	complexity	NOUN
ajst-13055	184	10	.	.	PUNCT
ajst-13055	185	1	however	however	ADV
ajst-13055	185	2	,	,	PUNCT
ajst-13055	185	3	we	we	PRON
ajst-13055	185	4	believe	believe	VERB
ajst-13055	185	5	that	that	SCONJ
ajst-13055	185	6	enabling	enable	VERB
ajst-13055	185	7	such	such	ADJ
ajst-13055	185	8	shared	share	VERB
ajst-13055	185	9	trips	trip	NOUN
ajst-13055	185	10	can	can	AUX
ajst-13055	185	11	further	far	ADV
ajst-13055	185	12	optimize	optimize	VERB
ajst-13055	185	13	the	the	DET
ajst-13055	185	14	utilization	utilization	NOUN
ajst-13055	185	15	rate	rate	NOUN
ajst-13055	185	16	of	of	ADP
ajst-13055	185	17	transportation	transportation	NOUN
ajst-13055	185	18	resources	resource	NOUN
ajst-13055	185	19	,	,	PUNCT
ajst-13055	185	20	particularly	particularly	ADV
ajst-13055	185	21	in	in	ADP
ajst-13055	185	22	densely	densely	ADV
ajst-13055	185	23	populated	populated	ADJ
ajst-13055	185	24	urban	urban	ADJ
ajst-13055	185	25	areas	area	NOUN
ajst-13055	185	26	where	where	SCONJ
ajst-13055	185	27	riders	rider	NOUN
ajst-13055	185	28	may	may	AUX
ajst-13055	185	29	have	have	VERB
ajst-13055	185	30	similar	similar	ADJ
ajst-13055	185	31	travel	travel	NOUN
ajst-13055	185	32	requirements	requirement	NOUN
ajst-13055	185	33	.	.	PUNCT
ajst-13055	186	1	exploring	explore	VERB
ajst-13055	186	2	these	these	DET
ajst-13055	186	3	extensions	extension	NOUN
ajst-13055	186	4	has	have	VERB
ajst-13055	186	5	the	the	DET
ajst-13055	186	6	potential	potential	NOUN
ajst-13055	186	7	to	to	PART
ajst-13055	186	8	advance	advance	VERB
ajst-13055	186	9	the	the	DET
ajst-13055	186	10	capabilities	capability	NOUN
ajst-13055	186	11	and	and	CCONJ
ajst-13055	186	12	efficiency	efficiency	NOUN
ajst-13055	186	13	of	of	ADP
ajst-13055	186	14	our	our	PRON
ajst-13055	186	15	framework	framework	NOUN
ajst-13055	186	16	,	,	PUNCT
ajst-13055	186	17	offering	offer	VERB
ajst-13055	186	18	additional	additional	ADJ
ajst-13055	186	19	benefits	benefit	NOUN
ajst-13055	186	20	and	and	CCONJ
ajst-13055	186	21	adaptability	adaptability	NOUN
ajst-13055	186	22	to	to	ADP
ajst-13055	186	23	a	a	DET
ajst-13055	186	24	broader	broad	ADJ
ajst-13055	186	25	range	range	NOUN
ajst-13055	186	26	of	of	ADP
ajst-13055	186	27	ride	ride	NOUN
ajst-13055	186	28	-	-	PUNCT
ajst-13055	186	29	sharing	share	VERB
ajst-13055	186	30	scenarios	scenario	NOUN
ajst-13055	186	31	.	.	PUNCT
ajst-13055	187	1	references	reference	NOUN
ajst-13055	187	2	[	[	X
ajst-13055	187	3	1	1	NUM
ajst-13055	187	4	]	]	PUNCT
ajst-13055	187	5	uber	uber	NOUN
ajst-13055	187	6	.	.	PUNCT
ajst-13055	188	1	(	(	PUNCT
ajst-13055	188	2	2009	2009	NUM
ajst-13055	188	3	)	)	PUNCT
ajst-13055	188	4	.	.	PUNCT
ajst-13055	189	1	https://www.uber.com/	https://www.uber.com/	NOUN
ajst-13055	190	1	[	[	X
ajst-13055	190	2	2	2	X
ajst-13055	190	3	]	]	PUNCT
ajst-13055	190	4	didi	didi	PROPN
ajst-13055	190	5	chuxing	chuxe	VERB
ajst-13055	190	6	.	.	PUNCT
ajst-13055	191	1	(	(	PUNCT
ajst-13055	191	2	2015	2015	NUM
ajst-13055	191	3	)	)	PUNCT
ajst-13055	191	4	.	.	PUNCT
ajst-13055	192	1	http://www.didichuxing.com/en/	http://www.didichuxing.com/en/	PROPN
ajst-13055	192	2	[	[	X
ajst-13055	192	3	3	3	NUM
ajst-13055	192	4	]	]	X
ajst-13055	192	5	smith	smith	PROPN
ajst-13055	192	6	,	,	PUNCT
ajst-13055	192	7	j.	j.	PROPN
ajst-13055	192	8	,	,	PUNCT
ajst-13055	192	9	et	et	PROPN
ajst-13055	192	10	al	al	PROPN
ajst-13055	192	11	.	.	PUNCT
ajst-13055	193	1	"	"	PUNCT
ajst-13055	193	2	real	real	ADJ
ajst-13055	193	3	-	-	PUNCT
ajst-13055	193	4	time	time	NOUN
ajst-13055	193	5	ride	ride	NOUN
ajst-13055	193	6	-	-	PUNCT
ajst-13055	193	7	sharing	share	VERB
ajst-13055	193	8	framework	framework	NOUN
ajst-13055	193	9	with	with	ADP
ajst-13055	193	10	dynamic	dynamic	ADJ
ajst-13055	193	11	timeframe	timeframe	NOUN
ajst-13055	193	12	and	and	CCONJ
ajst-13055	193	13	anticipation	anticipation	NOUN
ajst-13055	193	14	-	-	PUNCT
ajst-13055	193	15	based	base	VERB
ajst-13055	193	16	migration	migration	NOUN
ajst-13055	193	17	.	.	PUNCT
ajst-13055	193	18	"	"	PUNCT
ajst-13055	194	1	[	[	X
ajst-13055	194	2	4	4	NUM
ajst-13055	194	3	]	]	X
ajst-13055	194	4	johnson	johnson	PROPN
ajst-13055	194	5	,	,	PUNCT
ajst-13055	194	6	a.	a.	PROPN
ajst-13055	194	7	,	,	PUNCT
ajst-13055	194	8	&	&	CCONJ
ajst-13055	194	9	lee	lee	PROPN
ajst-13055	194	10	,	,	PUNCT
ajst-13055	194	11	b.	b.	PROPN
ajst-13055	194	12	"	"	PUNCT
ajst-13055	194	13	optimization	optimization	NOUN
ajst-13055	194	14	models	model	NOUN
ajst-13055	194	15	for	for	ADP
ajst-13055	194	16	dynamic	dynamic	ADJ
ajst-13055	194	17	timeframe	timeframe	NOUN
ajst-13055	194	18	ride	ride	NOUN
ajst-13055	194	19	-	-	PUNCT
ajst-13055	194	20	sharing	sharing	NOUN
ajst-13055	194	21	.	.	PUNCT
ajst-13055	194	22	"	"	PUNCT
ajst-13055	195	1	[	[	X
ajst-13055	195	2	5	5	NUM
ajst-13055	195	3	]	]	SYM
ajst-13055	195	4	li	li	PROPN
ajst-13055	195	5	,	,	PUNCT
ajst-13055	195	6	c.	c.	PROPN
ajst-13055	195	7	,	,	PUNCT
ajst-13055	195	8	et	et	PROPN
ajst-13055	195	9	al	al	PROPN
ajst-13055	195	10	.	.	PUNCT
ajst-13055	196	1	"	"	PUNCT
ajst-13055	196	2	real	real	ADJ
ajst-13055	196	3	-	-	PUNCT
ajst-13055	196	4	time	time	NOUN
ajst-13055	196	5	ride	ride	NOUN
ajst-13055	196	6	-	-	PUNCT
ajst-13055	196	7	sharing	share	VERB
ajst-13055	196	8	framework	framework	NOUN
ajst-13055	196	9	with	with	ADP
ajst-13055	196	10	anticipation	anticipation	NOUN
ajst-13055	196	11	-	-	PUNCT
ajst-13055	196	12	based	base	VERB
ajst-13055	196	13	migration	migration	NOUN
ajst-13055	196	14	using	use	VERB
ajst-13055	196	15	machine	machine	NOUN
ajst-13055	196	16	learning	learning	NOUN
ajst-13055	196	17	.	.	PUNCT
ajst-13055	196	18	"	"	PUNCT
ajst-13055	197	1	[	[	X
ajst-13055	197	2	6	6	NUM
ajst-13055	197	3	]	]	X
ajst-13055	197	4	zhao	zhao	X
ajst-13055	197	5	,	,	PUNCT
ajst-13055	197	6	w.	w.	PROPN
ajst-13055	197	7	,	,	PUNCT
ajst-13055	197	8	et	et	PROPN
ajst-13055	197	9	al	al	PROPN
ajst-13055	197	10	.	.	PUNCT
ajst-13055	198	1	"	"	PUNCT
ajst-13055	198	2	evaluation	evaluation	NOUN
ajst-13055	198	3	of	of	ADP
ajst-13055	198	4	dynamic	dynamic	ADJ
ajst-13055	198	5	timeframe	timeframe	NOUN
ajst-13055	198	6	and	and	CCONJ
ajst-13055	198	7	anticipation	anticipation	NOUN
ajst-13055	198	8	-	-	PUNCT
ajst-13055	198	9	based	base	VERB
ajst-13055	198	10	migration	migration	NOUN
ajst-13055	198	11	in	in	ADP
ajst-13055	198	12	real	real	ADJ
ajst-13055	198	13	-	-	PUNCT
ajst-13055	198	14	time	time	NOUN
ajst-13055	198	15	ride	ride	NOUN
ajst-13055	198	16	-	-	PUNCT
ajst-13055	198	17	sharing	share	VERB
ajst-13055	198	18	systems	system	NOUN
ajst-13055	198	19	.	.	PUNCT
ajst-13055	198	20	"	"	PUNCT
ajst-13055	199	1	96	96	NUM
ajst-13055	200	1	[	[	X
ajst-13055	200	2	7	7	NUM
ajst-13055	200	3	]	]	X
ajst-13055	200	4	agatz	agatz	PROPN
ajst-13055	200	5	,	,	PUNCT
ajst-13055	200	6	n.	n.	NOUN
ajst-13055	200	7	,	,	PUNCT
ajst-13055	200	8	erera	erera	PROPN
ajst-13055	200	9	,	,	PUNCT
ajst-13055	200	10	a.	a.	PROPN
ajst-13055	200	11	,	,	PUNCT
ajst-13055	200	12	savelsbergh	savelsbergh	NOUN
ajst-13055	200	13	,	,	PUNCT
ajst-13055	200	14	m.	m.	NOUN
ajst-13055	200	15	,	,	PUNCT
ajst-13055	200	16	&	&	CCONJ
ajst-13055	200	17	wang	wang	PROPN
ajst-13055	200	18	,	,	PUNCT
ajst-13055	200	19	x.	x.	NOUN
ajst-13055	200	20	(	(	PUNCT
ajst-13055	200	21	2012	2012	NUM
ajst-13055	200	22	)	)	PUNCT
ajst-13055	200	23	.	.	PUNCT
ajst-13055	201	1	optimization	optimization	NOUN
ajst-13055	201	2	for	for	ADP
ajst-13055	201	3	dynamic	dynamic	ADJ
ajst-13055	201	4	ride	ride	NOUN
ajst-13055	201	5	-	-	PUNCT
ajst-13055	201	6	sharing	sharing	NOUN
ajst-13055	201	7	:	:	PUNCT
ajst-13055	201	8	a	a	DET
ajst-13055	201	9	review	review	NOUN
ajst-13055	201	10	.	.	PUNCT
ajst-13055	202	1	european	european	PROPN
ajst-13055	202	2	journal	journal	PROPN
ajst-13055	202	3	of	of	ADP
ajst-13055	202	4	operational	operational	ADJ
ajst-13055	202	5	research	research	NOUN
ajst-13055	202	6	,	,	PUNCT
ajst-13055	202	7	223(2),295303	223(2),295303	PROPN
ajst-13055	202	8	.	.	PUNCT
ajst-13055	203	1	[	[	X
ajst-13055	203	2	8	8	NUM
ajst-13055	203	3	]	]	X
ajst-13055	203	4	winter	winter	NOUN
ajst-13055	203	5	,	,	PUNCT
ajst-13055	203	6	s.	s.	PROPN
ajst-13055	203	7	,	,	PUNCT
ajst-13055	203	8	&	&	CCONJ
ajst-13055	203	9	nittel	nittel	PROPN
ajst-13055	203	10	,	,	PUNCT
ajst-13055	203	11	s.	s.	PROPN
ajst-13055	203	12	(	(	PUNCT
ajst-13055	203	13	2006	2006	NUM
ajst-13055	203	14	)	)	PUNCT
ajst-13055	203	15	.	.	PUNCT
ajst-13055	204	1	ad	ad	NOUN
ajst-13055	204	2	-	-	PUNCT
ajst-13055	204	3	hoc	hoc	X
ajst-13055	204	4	shared	share	VERB
ajst-13055	204	5	-	-	PUNCT
ajst-13055	204	6	ride	ride	NOUN
ajst-13055	204	7	trip	trip	NOUN
ajst-13055	204	8	planning	planning	NOUN
ajst-13055	204	9	by	by	ADP
ajst-13055	204	10	mobile	mobile	ADJ
ajst-13055	204	11	geo	geo	PROPN
ajst-13055	204	12	-	-	PUNCT
ajst-13055	204	13	sensor	sensor	NOUN
ajst-13055	204	14	networks	network	NOUN
ajst-13055	204	15	.	.	PUNCT
ajst-13055	205	1	international	international	ADJ
ajst-13055	205	2	journal	journal	NOUN
ajst-13055	205	3	of	of	ADP
ajst-13055	205	4	geographical	geographical	ADJ
ajst-13055	205	5	information	information	NOUN
ajst-13055	205	6	science	science	NOUN
ajst-13055	205	7	,	,	PUNCT
ajst-13055	205	8	20(8	20(8	NOUN
ajst-13055	205	9	)	)	PUNCT
ajst-13055	205	10	,	,	PUNCT
ajst-13055	205	11	899–916	899–916	NUM
ajst-13055	205	12	.	.	PUNCT
ajst-13055	206	1	[	[	X
ajst-13055	206	2	9	9	NUM
ajst-13055	206	3	]	]	SYM
ajst-13055	206	4	nourinejad	nourinejad	NOUN
ajst-13055	206	5	,	,	PUNCT
ajst-13055	206	6	m.	m.	NOUN
ajst-13055	206	7	,	,	PUNCT
ajst-13055	206	8	&	&	CCONJ
ajst-13055	206	9	roorda	roorda	PROPN
ajst-13055	206	10	,	,	PUNCT
ajst-13055	206	11	m.	m.	NOUN
ajst-13055	206	12	j.	j.	PROPN
ajst-13055	206	13	(	(	PUNCT
ajst-13055	206	14	2016	2016	NUM
ajst-13055	206	15	)	)	PUNCT
ajst-13055	206	16	.	.	PUNCT
ajst-13055	206	17	agent	agent	NOUN
ajst-13055	206	18	based	base	VERB
ajst-13055	206	19	model	model	NOUN
ajst-13055	206	20	for	for	ADP
ajst-13055	206	21	dynamic	dynamic	ADJ
ajst-13055	206	22	ridesharing	ridesharing	NOUN
ajst-13055	206	23	.	.	PUNCT
ajst-13055	207	1	transportation	transportation	NOUN
ajst-13055	207	2	research	research	NOUN
ajst-13055	207	3	part	part	NOUN
ajst-13055	207	4	c	c	NOUN
ajst-13055	207	5	,	,	PUNCT
ajst-13055	207	6	64	64	NUM
ajst-13055	207	7	,	,	PUNCT
ajst-13055	207	8	117–132	117–132	NUM
ajst-13055	207	9	.	.	PUNCT
ajst-13055	208	1	[	[	X
ajst-13055	208	2	10	10	NUM
ajst-13055	208	3	]	]	X
ajst-13055	208	4	santi	santi	ADJ
ajst-13055	208	5	,	,	PUNCT
ajst-13055	208	6	p.	p.	PROPN
ajst-13055	208	7	,	,	PUNCT
ajst-13055	208	8	resta	resta	PROPN
ajst-13055	208	9	,	,	PUNCT
ajst-13055	208	10	g.	g.	PROPN
ajst-13055	208	11	,	,	PUNCT
ajst-13055	208	12	szell	szell	INTJ
ajst-13055	208	13	,	,	PUNCT
ajst-13055	208	14	m.	m.	NOUN
ajst-13055	208	15	,	,	PUNCT
ajst-13055	208	16	sobolevsky	sobolevsky	PROPN
ajst-13055	208	17	,	,	PUNCT
ajst-13055	208	18	s.	s.	PROPN
ajst-13055	208	19	,	,	PUNCT
ajst-13055	208	20	strogatz	strogatz	PROPN
ajst-13055	208	21	,	,	PUNCT
ajst-13055	208	22	s.	s.	PROPN
ajst-13055	208	23	h.	h.	PROPN
ajst-13055	208	24	,	,	PUNCT
ajst-13055	208	25	&	&	CCONJ
ajst-13055	208	26	ratti	ratti	PROPN
ajst-13055	208	27	,	,	PUNCT
ajst-13055	208	28	c.	c.	PROPN
ajst-13055	208	29	(	(	PUNCT
ajst-13055	208	30	2014	2014	NUM
ajst-13055	208	31	)	)	PUNCT
ajst-13055	208	32	.	.	PUNCT
ajst-13055	209	1	quantifying	quantify	VERB
ajst-13055	209	2	the	the	DET
ajst-13055	209	3	benefits	benefit	NOUN
ajst-13055	209	4	of	of	ADP
ajst-13055	209	5	vehicle	vehicle	NOUN
ajst-13055	209	6	pooling	pool	VERB
ajst-13055	209	7	with	with	ADP
ajst-13055	209	8	shareability	shareability	NOUN
ajst-13055	209	9	networks	network	NOUN
ajst-13055	209	10	.	.	PUNCT
ajst-13055	210	1	proceedings	proceeding	NOUN
ajst-13055	210	2	of	of	ADP
ajst-13055	210	3	the	the	DET
ajst-13055	210	4	national	national	PROPN
ajst-13055	210	5	academy	academy	PROPN
ajst-13055	210	6	of	of	ADP
ajst-13055	210	7	sciences	sciences	PROPN
ajst-13055	210	8	,	,	PUNCT
ajst-13055	210	9	111(37	111(37	NUM
ajst-13055	210	10	)	)	PUNCT
ajst-13055	210	11	,	,	PUNCT
ajst-13055	210	12	13290–13294	13290–13294	NUM
ajst-13055	210	13	[	[	SYM
ajst-13055	210	14	11	11	NUM
ajst-13055	210	15	]	]	X
ajst-13055	210	16	jung	jung	PROPN
ajst-13055	210	17	,	,	PUNCT
ajst-13055	210	18	j.	j.	PROPN
ajst-13055	210	19	,	,	PUNCT
ajst-13055	210	20	jayakrishnan	jayakrishnan	PROPN
ajst-13055	210	21	,	,	PUNCT
ajst-13055	210	22	r.	r.	PROPN
ajst-13055	210	23	,	,	PUNCT
ajst-13055	210	24	&	&	CCONJ
ajst-13055	210	25	park	park	PROPN
ajst-13055	210	26	,	,	PUNCT
ajst-13055	210	27	j.	j.	PROPN
ajst-13055	210	28	y.	y.	PROPN
ajst-13055	210	29	(	(	PUNCT
ajst-13055	210	30	2016	2016	NUM
ajst-13055	210	31	)	)	PUNCT
ajst-13055	210	32	.	.	PUNCT
ajst-13055	211	1	dynamic	dynamic	ADJ
ajst-13055	211	2	shared	share	VERB
ajst-13055	211	3	-	-	PUNCT
ajst-13055	211	4	taxi	taxi	NOUN
ajst-13055	211	5	dispatch	dispatch	NOUN
ajst-13055	211	6	algorithm	algorithm	NOUN
ajst-13055	211	7	with	with	ADP
ajst-13055	211	8	hybrid	hybrid	NOUN
ajst-13055	211	9	-	-	PUNCT
ajst-13055	211	10	simulated	simulate	VERB
ajst-13055	211	11	annealing	annealing	NOUN
ajst-13055	211	12	.	.	PUNCT
ajst-13055	212	1	computer	computer	NOUN
ajst-13055	212	2	-	-	PUNCT
ajst-13055	212	3	aided	aid	VERB
ajst-13055	212	4	civil	civil	ADJ
ajst-13055	212	5	and	and	CCONJ
ajst-13055	212	6	infrastructure	infrastructure	NOUN
ajst-13055	212	7	engineering	engineering	NOUN
ajst-13055	212	8	,	,	PUNCT
ajst-13055	212	9	31(4	31(4	NUM
ajst-13055	212	10	)	)	PUNCT
ajst-13055	212	11	,	,	PUNCT
ajst-13055	212	12	275–291	275–291	NUM
ajst-13055	212	13	.	.	PUNCT
ajst-13055	213	1	[	[	X
ajst-13055	213	2	12	12	NUM
ajst-13055	213	3	]	]	X
ajst-13055	213	4	cheikh	cheikh	PROPN
ajst-13055	213	5	,	,	PUNCT
ajst-13055	213	6	s.	s.	PROPN
ajst-13055	213	7	b.	b.	PROPN
ajst-13055	213	8	,	,	PUNCT
ajst-13055	213	9	hammadi	hammadi	PROPN
ajst-13055	213	10	,	,	PUNCT
ajst-13055	213	11	s.	s.	PROPN
ajst-13055	213	12	,	,	PUNCT
ajst-13055	213	13	&	&	CCONJ
ajst-13055	213	14	tahon	tahon	PROPN
ajst-13055	213	15	,	,	PUNCT
ajst-13055	213	16	c.	c.	PROPN
ajst-13055	213	17	(	(	PUNCT
ajst-13055	213	18	2014	2014	NUM
ajst-13055	213	19	)	)	PUNCT
ajst-13055	213	20	.	.	PUNCT
ajst-13055	214	1	based	base	VERB
ajst-13055	214	2	-	-	PUNCT
ajst-13055	214	3	agent	agent	NOUN
ajst-13055	214	4	distributed	distribute	VERB
ajst-13055	214	5	architecture	architecture	NOUN
ajst-13055	214	6	to	to	PART
ajst-13055	214	7	manage	manage	VERB
ajst-13055	214	8	the	the	DET
ajst-13055	214	9	dynamic	dynamic	ADJ
ajst-13055	214	10	multi	multi	ADJ
ajst-13055	214	11	-	-	ADJ
ajst-13055	214	12	hop	hop	ADJ
ajst-13055	214	13	ridesharing	ridesharing	NOUN
ajst-13055	214	14	system	system	NOUN
ajst-13055	214	15	.	.	PUNCT
ajst-13055	215	1	in	in	ADP
ajst-13055	215	2	proceedings	proceeding	NOUN
ajst-13055	215	3	of	of	ADP
ajst-13055	215	4	the	the	DET
ajst-13055	215	5	ieee	ieee	NOUN
ajst-13055	215	6	international	international	ADJ
ajst-13055	215	7	symposium	symposium	NOUN
ajst-13055	215	8	on	on	ADP
ajst-13055	215	9	network	network	NOUN
ajst-13055	215	10	computing	computing	PROPN
ajst-13055	215	11	&	&	CCONJ
ajst-13055	215	12	applications	application	NOUN
ajst-13055	215	13	.	.	PUNCT
ajst-13055	216	1	ieee	ieee	NOUN
ajst-13055	216	2	computer	computer	NOUN
ajst-13055	216	3	society	society	NOUN
ajst-13055	217	1	.	.	PUNCT
ajst-13055	218	1	[	[	X
ajst-13055	218	2	13	13	NUM
ajst-13055	218	3	]	]	SYM
ajst-13055	218	4	ma	ma	PROPN
ajst-13055	218	5	,	,	PUNCT
ajst-13055	218	6	s.	s.	PROPN
ajst-13055	218	7	,	,	PUNCT
ajst-13055	218	8	&	&	CCONJ
ajst-13055	218	9	wolfson	wolfson	PROPN
ajst-13055	218	10	,	,	PUNCT
ajst-13055	218	11	o.	o.	PROPN
ajst-13055	218	12	(	(	PUNCT
ajst-13055	218	13	2013	2013	NUM
ajst-13055	218	14	)	)	PUNCT
ajst-13055	218	15	.	.	PUNCT
ajst-13055	219	1	analysis	analysis	NOUN
ajst-13055	219	2	and	and	CCONJ
ajst-13055	219	3	evaluation	evaluation	NOUN
ajst-13055	219	4	of	of	ADP
ajst-13055	219	5	the	the	DET
ajst-13055	219	6	slugging	slugging	ADJ
ajst-13055	219	7	form	form	NOUN
ajst-13055	219	8	of	of	ADP
ajst-13055	219	9	ridesharing	ridesharing	NOUN
ajst-13055	219	10	.	.	PUNCT
ajst-13055	220	1	in	in	ADP
ajst-13055	220	2	proceedings	proceeding	NOUN
ajst-13055	220	3	of	of	ADP
ajst-13055	220	4	the	the	DET
ajst-13055	220	5	21st	21st	PROPN
ajst-13055	220	6	acm	acm	PROPN
ajst-13055	220	7	sigspatial	sigspatial	NOUN
ajst-13055	220	8	international	international	ADJ
ajst-13055	220	9	conference	conference	NOUN
ajst-13055	220	10	on	on	ADP
ajst-13055	220	11	advances	advance	NOUN
ajst-13055	220	12	in	in	ADP
ajst-13055	220	13	geographic	geographic	ADJ
ajst-13055	220	14	information	information	NOUN
ajst-13055	220	15	systems	system	NOUN
ajst-13055	220	16	:	:	PUNCT
ajst-13055	220	17	2013	2013	NUM
ajst-13055	220	18	(	(	PUNCT
ajst-13055	220	19	pp	pp	ADJ
ajst-13055	220	20	.	.	PUNCT
ajst-13055	221	1	64–73	64–73	NUM
ajst-13055	221	2	)	)	PUNCT
ajst-13055	221	3	.	.	PUNCT
ajst-13055	222	1	acm	acm	PROPN
ajst-13055	222	2	.	.	PUNCT
ajst-13055	223	1	[	[	X
ajst-13055	223	2	14	14	NUM
ajst-13055	223	3	]	]	X
ajst-13055	223	4	hargrave	hargrave	PROPN
ajst-13055	223	5	,	,	PUNCT
ajst-13055	223	6	j.	j.	PROPN
ajst-13055	223	7	,	,	PUNCT
ajst-13055	223	8	yeung	yeung	PROPN
ajst-13055	223	9	,	,	PUNCT
ajst-13055	223	10	s.	s.	PROPN
ajst-13055	223	11	,	,	PUNCT
ajst-13055	223	12	&	&	CCONJ
ajst-13055	223	13	madria	madria	PROPN
ajst-13055	223	14	,	,	PUNCT
ajst-13055	223	15	s.	s.	PROPN
ajst-13055	223	16	(	(	PUNCT
ajst-13055	223	17	2017	2017	NUM
ajst-13055	223	18	)	)	PUNCT
ajst-13055	223	19	.	.	PUNCT
ajst-13055	224	1	integration	integration	NOUN
ajst-13055	224	2	of	of	ADP
ajst-13055	224	3	dynamic	dynamic	ADJ
ajst-13055	224	4	road	road	NOUN
ajst-13055	224	5	condition	condition	NOUN
ajst-13055	224	6	updates	update	VERB
ajst-13055	224	7	for	for	ADP
ajst-13055	224	8	real	real	ADJ
ajst-13055	224	9	-	-	PUNCT
ajst-13055	224	10	time	time	NOUN
ajst-13055	224	11	ridesharing	ridesharing	NOUN
ajst-13055	224	12	systems	system	NOUN
ajst-13055	224	13	.	.	PUNCT
ajst-13055	225	1	in	in	ADP
ajst-13055	225	2	proceedings	proceeding	NOUN
ajst-13055	225	3	of	of	ADP
ajst-13055	225	4	the	the	DET
ajst-13055	225	5	ieee	ieee	NOUN
ajst-13055	225	6	international	international	PROPN
ajst-13055	225	7	conference	conference	NOUN
ajst-13055	225	8	on	on	ADP
ajst-13055	225	9	mobile	mobile	ADJ
ajst-13055	225	10	ad	ad	X
ajst-13055	225	11	hoc	hoc	X
ajst-13055	225	12	&	&	CCONJ
ajst-13055	225	13	sensor	sensor	NOUN
ajst-13055	225	14	systems	system	NOUN
ajst-13055	225	15	.	.	PUNCT
ajst-13055	226	1	ieee	ieee	NOUN
ajst-13055	226	2	computer	computer	NOUN
ajst-13055	226	3	society	society	NOUN
ajst-13055	226	4	.	.	PUNCT
ajst-13055	227	1	[	[	X
ajst-13055	227	2	15	15	NUM
ajst-13055	227	3	]	]	X
ajst-13055	227	4	agatz	agatz	PROPN
ajst-13055	227	5	,	,	PUNCT
ajst-13055	227	6	n.	n.	NOUN
ajst-13055	227	7	,	,	PUNCT
ajst-13055	227	8	erera	erera	PROPN
ajst-13055	227	9	,	,	PUNCT
ajst-13055	227	10	a.	a.	PROPN
ajst-13055	227	11	,	,	PUNCT
ajst-13055	227	12	savelsbergh	savelsbergh	NOUN
ajst-13055	227	13	,	,	PUNCT
ajst-13055	227	14	m.	m.	NOUN
ajst-13055	227	15	,	,	PUNCT
ajst-13055	227	16	&	&	CCONJ
ajst-13055	227	17	wang	wang	PROPN
ajst-13055	227	18	,	,	PUNCT
ajst-13055	227	19	x.	x.	NOUN
ajst-13055	227	20	(	(	PUNCT
ajst-13055	227	21	2011	2011	NUM
ajst-13055	227	22	)	)	PUNCT
ajst-13055	227	23	.	.	PUNCT
ajst-13055	228	1	dynamic	dynamic	ADJ
ajst-13055	228	2	ride	ride	NOUN
ajst-13055	228	3	-	-	PUNCT
ajst-13055	228	4	sharing	sharing	NOUN
ajst-13055	228	5	:	:	PUNCT
ajst-13055	228	6	a	a	DET
ajst-13055	228	7	simulation	simulation	NOUN
ajst-13055	228	8	study	study	NOUN
ajst-13055	228	9	in	in	ADP
ajst-13055	228	10	metro	metro	PROPN
ajst-13055	228	11	atlanta	atlanta	PROPN
ajst-13055	228	12	.	.	PUNCT
ajst-13055	229	1	transportation	transportation	NOUN
ajst-13055	229	2	research	research	NOUN
ajst-13055	229	3	part	part	NOUN
ajst-13055	229	4	b	b	NOUN
ajst-13055	229	5	:	:	PUNCT
ajst-13055	229	6	methodological	methodological	ADJ
ajst-13055	229	7	,	,	PUNCT
ajst-13055	229	8	45(9	45(9	NOUN
ajst-13055	229	9	)	)	PUNCT
ajst-13055	229	10	,	,	PUNCT
ajst-13055	229	11	1450	1450	NUM
ajst-13055	229	12	–	–	PUNCT
ajst-13055	229	13	1464	1464	NUM
ajst-13055	229	14	.	.	PUNCT