id	sid	tid	token	lemma	pos
ertr-324	1	1	paper_1_2_6	paper_1_2_6	PROPN
ertr-324	1	2	e	e	X
ertr-324	1	3	-	-	NOUN
ertr-324	1	4	review	review	NOUN
ertr-324	1	5	of	of	ADP
ertr-324	1	6	tourism	tourism	NOUN
ertr-324	1	7	research	research	NOUN
ertr-324	1	8	(	(	PUNCT
ertr-324	1	9	ertr	ertr	NOUN
ertr-324	1	10	)	)	PUNCT
ertr-324	1	11	,	,	PUNCT
ertr-324	1	12	vol	vol	NOUN
ertr-324	1	13	.	.	PROPN
ertr-324	1	14	16	16	NUM
ertr-324	1	15	,	,	PUNCT
ertr-324	1	16	no	no	INTJ
ertr-324	1	17	.	.	PUNCT
ertr-324	2	1	2/3	2/3	NUM
ertr-324	2	2	,	,	PUNCT
ertr-324	2	3	2019	2019	NUM
ertr-324	2	4	http://ertr.tamu.edu	http://ertr.tamu.edu	NOUN
ertr-324	2	5	115	115	NUM
ertr-324	2	6	takeshi	takeshi	NOUN
ertr-324	2	7	watabe	watabe	PROPN
ertr-324	2	8	kyoto	kyoto	PROPN
ertr-324	2	9	university	university	PROPN
ertr-324	2	10	hidekazu	hidekazu	PROPN
ertr-324	2	11	kasahara	kasahara	PROPN
ertr-324	2	12	kyoto	kyoto	PROPN
ertr-324	2	13	university	university	PROPN
ertr-324	2	14	masaaki	masaaki	PROPN
ertr-324	2	15	iiyama	iiyama	PROPN
ertr-324	2	16	kyoto	kyoto	PROPN
ertr-324	2	17	university	university	PROPN
ertr-324	2	18	tourist	tourist	NOUN
ertr-324	2	19	transition	transition	NOUN
ertr-324	2	20	model	model	NOUN
ertr-324	2	21	among	among	ADP
ertr-324	2	22	sightseeing	sightseeing	NOUN
ertr-324	2	23	spots	spot	NOUN
ertr-324	2	24	based	base	VERB
ertr-324	2	25	on	on	ADP
ertr-324	2	26	trajectory	trajectory	NOUN
ertr-324	2	27	data	datum	NOUN
ertr-324	2	28	in	in	ADP
ertr-324	2	29	recent	recent	ADJ
ertr-324	2	30	years	year	NOUN
ertr-324	2	31	,	,	PUNCT
ertr-324	2	32	congestion	congestion	NOUN
ertr-324	2	33	of	of	ADP
ertr-324	2	34	popular	popular	ADJ
ertr-324	2	35	sightseeing	sightseeing	NOUN
ertr-324	2	36	spots	spot	NOUN
ertr-324	2	37	and	and	CCONJ
ertr-324	2	38	public	public	ADJ
ertr-324	2	39	transportation	transportation	NOUN
ertr-324	2	40	has	have	AUX
ertr-324	2	41	become	become	VERB
ertr-324	2	42	problematic	problematic	ADJ
ertr-324	2	43	in	in	ADP
ertr-324	2	44	tourist	tourist	NOUN
ertr-324	2	45	destinations	destination	NOUN
ertr-324	2	46	.	.	PUNCT
ertr-324	3	1	local	local	ADJ
ertr-324	3	2	governments	government	NOUN
ertr-324	3	3	have	have	AUX
ertr-324	3	4	begun	begin	VERB
ertr-324	3	5	to	to	PART
ertr-324	3	6	forecast	forecast	VERB
ertr-324	3	7	the	the	DET
ertr-324	3	8	congestion	congestion	NOUN
ertr-324	3	9	using	use	VERB
ertr-324	3	10	a	a	DET
ertr-324	3	11	congestion	congestion	NOUN
ertr-324	3	12	simulation	simulation	NOUN
ertr-324	3	13	based	base	VERB
ertr-324	3	14	on	on	ADP
ertr-324	3	15	a	a	DET
ertr-324	3	16	tourist	tourist	NOUN
ertr-324	3	17	transition	transition	NOUN
ertr-324	3	18	model	model	NOUN
ertr-324	3	19	and	and	CCONJ
ertr-324	3	20	to	to	PART
ertr-324	3	21	adjust	adjust	VERB
ertr-324	3	22	the	the	DET
ertr-324	3	23	operation	operation	NOUN
ertr-324	3	24	of	of	ADP
ertr-324	3	25	public	public	ADJ
ertr-324	3	26	transportation	transportation	NOUN
ertr-324	3	27	accordingly	accordingly	ADV
ertr-324	3	28	.	.	PUNCT
ertr-324	4	1	in	in	ADP
ertr-324	4	2	this	this	DET
ertr-324	4	3	study	study	NOUN
ertr-324	4	4	,	,	PUNCT
ertr-324	4	5	a	a	DET
ertr-324	4	6	method	method	NOUN
ertr-324	4	7	to	to	PART
ertr-324	4	8	extract	extract	VERB
ertr-324	4	9	sightseeing	sightseeing	NOUN
ertr-324	4	10	spots	spot	NOUN
ertr-324	4	11	is	be	AUX
ertr-324	4	12	proposed	propose	VERB
ertr-324	4	13	and	and	CCONJ
ertr-324	4	14	a	a	DET
ertr-324	4	15	tourist	tourist	NOUN
ertr-324	4	16	transition	transition	NOUN
ertr-324	4	17	model	model	NOUN
ertr-324	4	18	for	for	ADP
ertr-324	4	19	sightseeing	sightseeing	NOUN
ertr-324	4	20	spots	spot	NOUN
ertr-324	4	21	based	base	VERB
ertr-324	4	22	only	only	ADV
ertr-324	4	23	on	on	ADP
ertr-324	4	24	actual	actual	ADJ
ertr-324	4	25	tourist	tourist	NOUN
ertr-324	4	26	trajectory	trajectory	NOUN
ertr-324	4	27	data	datum	NOUN
ertr-324	4	28	is	be	AUX
ertr-324	4	29	constructed	construct	VERB
ertr-324	4	30	.	.	PUNCT
ertr-324	5	1	the	the	DET
ertr-324	5	2	method	method	NOUN
ertr-324	5	3	has	have	AUX
ertr-324	5	4	been	be	AUX
ertr-324	5	5	evaluated	evaluate	VERB
ertr-324	5	6	using	use	VERB
ertr-324	5	7	a	a	DET
ertr-324	5	8	school	school	NOUN
ertr-324	5	9	trip	trip	NOUN
ertr-324	5	10	excursion	excursion	NOUN
ertr-324	5	11	trajectory	trajectory	NOUN
ertr-324	5	12	dataset	dataset	NOUN
ertr-324	5	13	obtained	obtain	VERB
ertr-324	5	14	from	from	ADP
ertr-324	5	15	tourists	tourist	NOUN
ertr-324	5	16	in	in	ADP
ertr-324	5	17	kyoto	kyoto	PROPN
ertr-324	5	18	,	,	PUNCT
ertr-324	5	19	japan	japan	PROPN
ertr-324	5	20	.	.	PUNCT
ertr-324	6	1	key	key	ADJ
ertr-324	6	2	words	word	NOUN
ertr-324	6	3	:	:	PUNCT
ertr-324	6	4	gps	gps	NOUN
ertr-324	6	5	,	,	PUNCT
ertr-324	6	6	trajectory	trajectory	NOUN
ertr-324	6	7	,	,	PUNCT
ertr-324	6	8	tourism	tourism	NOUN
ertr-324	6	9	informatics	informatic	NOUN
ertr-324	6	10	,	,	PUNCT
ertr-324	6	11	data	datum	NOUN
ertr-324	6	12	mining	mining	NOUN
ertr-324	6	13	watabe	watabe	PROPN
ertr-324	6	14	takeshi	takeshi	NOUN
ertr-324	6	15	graduate	graduate	PROPN
ertr-324	6	16	school	school	NOUN
ertr-324	6	17	of	of	ADP
ertr-324	6	18	informatics	informatics	PROPN
ertr-324	6	19	,	,	PUNCT
ertr-324	6	20	kyoto	kyoto	PROPN
ertr-324	6	21	university	university	PROPN
ertr-324	6	22	kyoto	kyoto	PROPN
ertr-324	6	23	,	,	PUNCT
ertr-324	6	24	japan	japan	PROPN
ertr-324	6	25	email	email	NOUN
ertr-324	6	26	:	:	PUNCT
ertr-324	6	27	watabe@mm.media.kyoto-u.ac.jp	watabe@mm.media.kyoto-u.ac.jp	ADJ
ertr-324	6	28	hidekazu	hidekazu	ADJ
ertr-324	6	29	kasahara	kasahara	ADJ
ertr-324	6	30	academic	academic	ADJ
ertr-324	6	31	centre	centre	NOUN
ertr-324	6	32	for	for	ADP
ertr-324	6	33	computing	computing	NOUN
ertr-324	6	34	and	and	CCONJ
ertr-324	6	35	media	medium	NOUN
ertr-324	6	36	studies	study	NOUN
ertr-324	6	37	,	,	PUNCT
ertr-324	6	38	kyoto	kyoto	PROPN
ertr-324	6	39	university	university	PROPN
ertr-324	6	40	kyoto	kyoto	PROPN
ertr-324	6	41	,	,	PUNCT
ertr-324	6	42	japan	japan	PROPN
ertr-324	6	43	email	email	NOUN
ertr-324	6	44	:	:	PUNCT
ertr-324	6	45	hidekazu.kasahara@mm.media.kyoto-u.ac.jp	hidekazu.kasahara@mm.media.kyoto-u.ac.jp	PROPN
ertr-324	6	46	masaaki	masaaki	PROPN
ertr-324	6	47	iiyama	iiyama	PROPN
ertr-324	6	48	academic	academic	ADJ
ertr-324	6	49	centre	centre	NOUN
ertr-324	6	50	for	for	ADP
ertr-324	6	51	computing	computing	NOUN
ertr-324	6	52	and	and	CCONJ
ertr-324	6	53	media	medium	NOUN
ertr-324	6	54	studies	study	NOUN
ertr-324	6	55	,	,	PUNCT
ertr-324	6	56	kyoto	kyoto	PROPN
ertr-324	6	57	university	university	PROPN
ertr-324	6	58	kyoto	kyoto	PROPN
ertr-324	6	59	,	,	PUNCT
ertr-324	6	60	japan	japan	PROPN
ertr-324	6	61	email	email	PROPN
ertr-324	6	62	:	:	PUNCT
ertr-324	6	63	iiyama@mm.media.kyoto-u.ac.jp	iiyama@mm.media.kyoto-u.ac.jp	ADP
ertr-324	6	64	e	e	NOUN
ertr-324	6	65	-	-	NOUN
ertr-324	6	66	review	review	NOUN
ertr-324	6	67	of	of	ADP
ertr-324	6	68	tourism	tourism	NOUN
ertr-324	6	69	research	research	NOUN
ertr-324	6	70	(	(	PUNCT
ertr-324	6	71	ertr	ertr	NOUN
ertr-324	6	72	)	)	PUNCT
ertr-324	6	73	,	,	PUNCT
ertr-324	6	74	vol	vol	NOUN
ertr-324	6	75	.	.	PROPN
ertr-324	6	76	16	16	NUM
ertr-324	6	77	,	,	PUNCT
ertr-324	6	78	no	no	INTJ
ertr-324	6	79	.	.	PUNCT
ertr-324	6	80	2/3	2/3	NUM
ertr-324	6	81	,	,	PUNCT
ertr-324	6	82	2019	2019	NUM
ertr-324	6	83	http://ertr.tamu.edu	http://ertr.tamu.edu	NOUN
ertr-324	6	84	116	116	NUM
ertr-324	6	85	introduction	introduction	NOUN
ertr-324	6	86	in	in	ADP
ertr-324	6	87	recent	recent	ADJ
ertr-324	6	88	years	year	NOUN
ertr-324	6	89	,	,	PUNCT
ertr-324	6	90	with	with	ADP
ertr-324	6	91	an	an	DET
ertr-324	6	92	increased	increase	VERB
ertr-324	6	93	influx	influx	NOUN
ertr-324	6	94	of	of	ADP
ertr-324	6	95	tourists	tourist	NOUN
ertr-324	6	96	to	to	ADP
ertr-324	6	97	popular	popular	ADJ
ertr-324	6	98	tourist	tourist	NOUN
ertr-324	6	99	destinations	destination	NOUN
ertr-324	6	100	,	,	PUNCT
ertr-324	6	101	public	public	ADJ
ertr-324	6	102	transportation	transportation	NOUN
ertr-324	6	103	and	and	CCONJ
ertr-324	6	104	sightseeing	sightseeing	NOUN
ertr-324	6	105	spots	spot	NOUN
ertr-324	6	106	are	be	AUX
ertr-324	6	107	experiencing	experience	VERB
ertr-324	6	108	severe	severe	ADJ
ertr-324	6	109	congestion	congestion	NOUN
ertr-324	6	110	.	.	PUNCT
ertr-324	7	1	in	in	ADP
ertr-324	7	2	an	an	DET
ertr-324	7	3	effort	effort	NOUN
ertr-324	7	4	to	to	PART
ertr-324	7	5	minimize	minimize	VERB
ertr-324	7	6	congestion	congestion	NOUN
ertr-324	7	7	,	,	PUNCT
ertr-324	7	8	local	local	ADJ
ertr-324	7	9	governments	government	NOUN
ertr-324	7	10	forecast	forecast	VERB
ertr-324	7	11	congestion	congestion	NOUN
ertr-324	7	12	by	by	ADP
ertr-324	7	13	a	a	DET
ertr-324	7	14	congestion	congestion	NOUN
ertr-324	7	15	simulation	simulation	NOUN
ertr-324	7	16	based	base	VERB
ertr-324	7	17	on	on	ADP
ertr-324	7	18	a	a	DET
ertr-324	7	19	tourist	tourist	NOUN
ertr-324	7	20	transition	transition	NOUN
ertr-324	7	21	model	model	NOUN
ertr-324	7	22	and	and	CCONJ
ertr-324	7	23	adjust	adjust	VERB
ertr-324	7	24	the	the	DET
ertr-324	7	25	operation	operation	NOUN
ertr-324	7	26	of	of	ADP
ertr-324	7	27	public	public	ADJ
ertr-324	7	28	transportation	transportation	NOUN
ertr-324	7	29	accordingly	accordingly	ADV
ertr-324	7	30	.	.	PUNCT
ertr-324	8	1	existing	exist	VERB
ertr-324	8	2	methods	method	NOUN
ertr-324	8	3	rely	rely	VERB
ertr-324	8	4	on	on	ADP
ertr-324	8	5	information	information	NOUN
ertr-324	8	6	from	from	ADP
ertr-324	8	7	guidebooks	guidebook	NOUN
ertr-324	8	8	and	and	CCONJ
ertr-324	8	9	websites	website	NOUN
ertr-324	8	10	like	like	ADP
ertr-324	8	11	wikipedia	wikipedia	PROPN
ertr-324	8	12	for	for	ADP
ertr-324	8	13	model	model	NOUN
ertr-324	8	14	construction	construction	NOUN
ertr-324	8	15	.	.	PUNCT
ertr-324	9	1	an	an	DET
ertr-324	9	2	ideal	ideal	ADJ
ertr-324	9	3	tourist	tourist	NOUN
ertr-324	9	4	transition	transition	NOUN
ertr-324	9	5	model	model	NOUN
ertr-324	9	6	is	be	AUX
ertr-324	9	7	expected	expect	VERB
ertr-324	9	8	to	to	PART
ertr-324	9	9	contain	contain	VERB
ertr-324	9	10	all	all	DET
ertr-324	9	11	sightseeing	sightseeing	NOUN
ertr-324	9	12	spots	spot	NOUN
ertr-324	9	13	;	;	PUNCT
ertr-324	9	14	however	however	ADV
ertr-324	9	15	,	,	PUNCT
ertr-324	9	16	these	these	DET
ertr-324	9	17	sources	source	NOUN
ertr-324	9	18	limit	limit	VERB
ertr-324	9	19	model	model	NOUN
ertr-324	9	20	construction	construction	NOUN
ertr-324	9	21	to	to	ADP
ertr-324	9	22	only	only	ADV
ertr-324	9	23	popular	popular	ADJ
ertr-324	9	24	sightseeing	sightseeing	NOUN
ertr-324	9	25	spots	spot	NOUN
ertr-324	9	26	(	(	PUNCT
ertr-324	9	27	ieiri	ieiri	PROPN
ertr-324	9	28	,	,	PUNCT
ertr-324	9	29	2018	2018	NUM
ertr-324	9	30	)	)	PUNCT
ertr-324	9	31	.	.	PUNCT
ertr-324	10	1	therefore	therefore	ADV
ertr-324	10	2	,	,	PUNCT
ertr-324	10	3	a	a	DET
ertr-324	10	4	model	model	NOUN
ertr-324	10	5	that	that	PRON
ertr-324	10	6	represents	represent	VERB
ertr-324	10	7	the	the	DET
ertr-324	10	8	transition	transition	NOUN
ertr-324	10	9	between	between	ADP
ertr-324	10	10	sightseeing	sightseeing	NOUN
ertr-324	10	11	spots	spot	NOUN
ertr-324	10	12	that	that	PRON
ertr-324	10	13	are	be	AUX
ertr-324	10	14	not	not	PART
ertr-324	10	15	dependent	dependent	ADJ
ertr-324	10	16	on	on	ADP
ertr-324	10	17	external	external	ADJ
ertr-324	10	18	data	datum	NOUN
ertr-324	10	19	but	but	CCONJ
ertr-324	10	20	actual	actual	ADJ
ertr-324	10	21	data	datum	NOUN
ertr-324	10	22	like	like	ADP
ertr-324	10	23	gps	gps	PROPN
ertr-324	10	24	trajectories	trajectory	NOUN
ertr-324	10	25	,	,	PUNCT
ertr-324	10	26	which	which	PRON
ertr-324	10	27	contains	contain	VERB
ertr-324	10	28	all	all	DET
ertr-324	10	29	the	the	DET
ertr-324	10	30	sightseeing	sightseeing	NOUN
ertr-324	10	31	spots	spot	NOUN
ertr-324	10	32	,	,	PUNCT
ertr-324	10	33	is	be	AUX
ertr-324	10	34	required	require	VERB
ertr-324	10	35	.	.	PUNCT
ertr-324	11	1	in	in	ADP
ertr-324	11	2	this	this	DET
ertr-324	11	3	study	study	NOUN
ertr-324	11	4	,	,	PUNCT
ertr-324	11	5	gps	gps	PROPN
ertr-324	11	6	trajectory	trajectory	NOUN
ertr-324	11	7	data	datum	NOUN
ertr-324	11	8	are	be	AUX
ertr-324	11	9	used	use	VERB
ertr-324	11	10	to	to	PART
ertr-324	11	11	construct	construct	VERB
ertr-324	11	12	a	a	DET
ertr-324	11	13	tourist	tourist	NOUN
ertr-324	11	14	transition	transition	NOUN
ertr-324	11	15	model	model	NOUN
ertr-324	11	16	because	because	SCONJ
ertr-324	11	17	gps	gps	PROPN
ertr-324	11	18	trajectory	trajectory	NOUN
ertr-324	11	19	data	datum	NOUN
ertr-324	11	20	can	can	AUX
ertr-324	11	21	be	be	AUX
ertr-324	11	22	automatically	automatically	ADV
ertr-324	11	23	collected	collect	VERB
ertr-324	11	24	by	by	ADP
ertr-324	11	25	having	have	VERB
ertr-324	11	26	tourists	tourist	NOUN
ertr-324	11	27	carry	carry	VERB
ertr-324	11	28	gps	gps	NOUN
ertr-324	11	29	equipment	equipment	NOUN
ertr-324	11	30	.	.	PUNCT
ertr-324	12	1	as	as	SCONJ
ertr-324	12	2	tourists	tourist	NOUN
ertr-324	12	3	tend	tend	VERB
ertr-324	12	4	to	to	PART
ertr-324	12	5	move	move	VERB
ertr-324	12	6	slowly	slowly	ADV
ertr-324	12	7	while	while	SCONJ
ertr-324	12	8	sightseeing	sightseeing	NOUN
ertr-324	12	9	,	,	PUNCT
ertr-324	12	10	it	it	PRON
ertr-324	12	11	can	can	AUX
ertr-324	12	12	be	be	AUX
ertr-324	12	13	relied	rely	VERB
ertr-324	12	14	on	on	ADP
ertr-324	12	15	their	their	PRON
ertr-324	12	16	speed	speed	NOUN
ertr-324	12	17	to	to	PART
ertr-324	12	18	extract	extract	VERB
ertr-324	12	19	sightseeing	sightseeing	NOUN
ertr-324	12	20	spots	spot	NOUN
ertr-324	12	21	.	.	PUNCT
ertr-324	13	1	because	because	SCONJ
ertr-324	13	2	tourists	tourist	NOUN
ertr-324	13	3	also	also	ADV
ertr-324	13	4	tend	tend	VERB
ertr-324	13	5	to	to	PART
ertr-324	13	6	linger	linger	VERB
ertr-324	13	7	at	at	ADP
ertr-324	13	8	railway	railway	NOUN
ertr-324	13	9	stations	station	NOUN
ertr-324	13	10	or	or	CCONJ
ertr-324	13	11	bus	bus	NOUN
ertr-324	13	12	stops	stop	NOUN
ertr-324	13	13	,	,	PUNCT
ertr-324	13	14	first	first	ADJ
ertr-324	13	15	concentration	concentration	NOUN
ertr-324	13	16	points	point	NOUN
ertr-324	13	17	,	,	PUNCT
ertr-324	13	18	which	which	PRON
ertr-324	13	19	are	be	AUX
ertr-324	13	20	spots	spot	NOUN
ertr-324	13	21	where	where	SCONJ
ertr-324	13	22	tourists	tourist	NOUN
ertr-324	13	23	move	move	VERB
ertr-324	13	24	slowly	slowly	ADV
ertr-324	13	25	including	include	VERB
ertr-324	13	26	sightseeing	sightseeing	NOUN
ertr-324	13	27	spots	spot	NOUN
ertr-324	13	28	and	and	CCONJ
ertr-324	13	29	transit	transit	NOUN
ertr-324	13	30	spots	spot	NOUN
ertr-324	13	31	,	,	PUNCT
ertr-324	13	32	are	be	AUX
ertr-324	13	33	extracted	extract	VERB
ertr-324	13	34	.	.	PUNCT
ertr-324	14	1	then	then	ADV
ertr-324	14	2	,	,	PUNCT
ertr-324	14	3	they	they	PRON
ertr-324	14	4	are	be	AUX
ertr-324	14	5	classified	classify	VERB
ertr-324	14	6	using	use	VERB
ertr-324	14	7	tourists	tourist	NOUN
ertr-324	14	8	’	'	PUNCT
ertr-324	14	9	speed	speed	NOUN
ertr-324	14	10	distribution	distribution	NOUN
ertr-324	14	11	.	.	PUNCT
ertr-324	15	1	finally	finally	ADV
ertr-324	15	2	,	,	PUNCT
ertr-324	15	3	the	the	DET
ertr-324	15	4	transition	transition	NOUN
ertr-324	15	5	probability	probability	NOUN
ertr-324	15	6	between	between	ADP
ertr-324	15	7	sightseeing	sightseeing	NOUN
ertr-324	15	8	spots	spot	NOUN
ertr-324	15	9	is	be	AUX
ertr-324	15	10	calculated	calculate	VERB
ertr-324	15	11	.	.	PUNCT
ertr-324	16	1	the	the	DET
ertr-324	16	2	transition	transition	NOUN
ertr-324	16	3	model	model	NOUN
ertr-324	16	4	is	be	AUX
ertr-324	16	5	given	give	VERB
ertr-324	16	6	by	by	ADP
ertr-324	16	7	the	the	DET
ertr-324	16	8	transition	transition	NOUN
ertr-324	16	9	probability	probability	NOUN
ertr-324	16	10	.	.	PUNCT
ertr-324	17	1	related	relate	VERB
ertr-324	17	2	works	work	NOUN
ertr-324	17	3	is	be	AUX
ertr-324	17	4	presented	present	VERB
ertr-324	17	5	in	in	ADP
ertr-324	17	6	section	section	NOUN
ertr-324	17	7	2	2	NUM
ertr-324	17	8	and	and	CCONJ
ertr-324	17	9	an	an	DET
ertr-324	17	10	overview	overview	NOUN
ertr-324	17	11	of	of	ADP
ertr-324	17	12	this	this	DET
ertr-324	17	13	paper	paper	NOUN
ertr-324	17	14	in	in	ADP
ertr-324	17	15	section	section	NOUN
ertr-324	17	16	3	3	NUM
ertr-324	17	17	.	.	PUNCT
ertr-324	17	18	section	section	NOUN
ertr-324	17	19	4	4	NUM
ertr-324	17	20	describes	describe	VERB
ertr-324	17	21	the	the	DET
ertr-324	17	22	extraction	extraction	NOUN
ertr-324	17	23	of	of	ADP
ertr-324	17	24	sightseeing	sightseeing	NOUN
ertr-324	17	25	spots	spot	NOUN
ertr-324	17	26	only	only	ADV
ertr-324	17	27	from	from	ADP
ertr-324	17	28	gps	gps	PROPN
ertr-324	17	29	trajectory	trajectory	NOUN
ertr-324	17	30	.	.	PUNCT
ertr-324	18	1	in	in	ADP
ertr-324	18	2	section	section	NOUN
ertr-324	18	3	5	5	NUM
ertr-324	18	4	,	,	PUNCT
ertr-324	18	5	the	the	DET
ertr-324	18	6	tourist	tourist	NOUN
ertr-324	18	7	transition	transition	NOUN
ertr-324	18	8	model	model	NOUN
ertr-324	18	9	is	be	AUX
ertr-324	18	10	constructed	construct	VERB
ertr-324	18	11	.	.	PUNCT
ertr-324	19	1	a	a	DET
ertr-324	19	2	tourist	tourist	NOUN
ertr-324	19	3	transition	transition	NOUN
ertr-324	19	4	model	model	NOUN
ertr-324	19	5	is	be	AUX
ertr-324	19	6	actually	actually	ADV
ertr-324	19	7	constructed	construct	VERB
ertr-324	19	8	and	and	CCONJ
ertr-324	19	9	evaluated	evaluate	VERB
ertr-324	19	10	in	in	ADP
ertr-324	19	11	section	section	NOUN
ertr-324	19	12	6	6	NUM
ertr-324	19	13	.	.	PUNCT
ertr-324	20	1	section	section	NOUN
ertr-324	20	2	7	7	NUM
ertr-324	20	3	includes	include	VERB
ertr-324	20	4	conclusions	conclusion	NOUN
ertr-324	20	5	and	and	CCONJ
ertr-324	20	6	outlines	outline	VERB
ertr-324	20	7	future	future	ADJ
ertr-324	20	8	work	work	NOUN
ertr-324	20	9	.	.	PUNCT
ertr-324	21	1	related	relate	VERB
ertr-324	21	2	work	work	NOUN
ertr-324	21	3	extraction	extraction	NOUN
ertr-324	21	4	of	of	ADP
ertr-324	21	5	sightseeing	sightseeing	NOUN
ertr-324	21	6	spots	spot	NOUN
ertr-324	21	7	.	.	PUNCT
ertr-324	22	1	similar	similar	ADJ
ertr-324	22	2	studies	study	NOUN
ertr-324	22	3	on	on	ADP
ertr-324	22	4	sightseeing	sightseeing	NOUN
ertr-324	22	5	spots	spot	NOUN
ertr-324	22	6	have	have	AUX
ertr-324	22	7	mainly	mainly	ADV
ertr-324	22	8	used	use	VERB
ertr-324	22	9	two	two	NUM
ertr-324	22	10	methods	method	NOUN
ertr-324	22	11	.	.	PUNCT
ertr-324	23	1	one	one	NUM
ertr-324	23	2	uses	use	VERB
ertr-324	23	3	geotagged	geotagge	VERB
ertr-324	23	4	pictures	picture	NOUN
ertr-324	23	5	on	on	ADP
ertr-324	23	6	sns	sns	PROPN
ertr-324	23	7	(	(	PUNCT
ertr-324	23	8	crandall	crandall	NOUN
ertr-324	23	9	,	,	PUNCT
ertr-324	23	10	2009	2009	NUM
ertr-324	23	11	;	;	PUNCT
ertr-324	23	12	kurashima	kurashima	PROPN
ertr-324	23	13	,	,	PUNCT
ertr-324	23	14	2009	2009	NUM
ertr-324	23	15	)	)	PUNCT
ertr-324	23	16	,	,	PUNCT
ertr-324	23	17	and	and	CCONJ
ertr-324	23	18	the	the	DET
ertr-324	23	19	e	e	NOUN
ertr-324	23	20	-	-	NOUN
ertr-324	23	21	review	review	NOUN
ertr-324	23	22	of	of	ADP
ertr-324	23	23	tourism	tourism	NOUN
ertr-324	23	24	research	research	NOUN
ertr-324	23	25	(	(	PUNCT
ertr-324	23	26	ertr	ertr	NOUN
ertr-324	23	27	)	)	PUNCT
ertr-324	23	28	,	,	PUNCT
ertr-324	23	29	vol	vol	NOUN
ertr-324	23	30	.	.	PROPN
ertr-324	24	1	16	16	NUM
ertr-324	24	2	,	,	PUNCT
ertr-324	24	3	no	no	INTJ
ertr-324	24	4	.	.	PUNCT
ertr-324	25	1	2/3	2/3	NUM
ertr-324	25	2	,	,	PUNCT
ertr-324	25	3	2019	2019	NUM
ertr-324	25	4	http://ertr.tamu.edu	http://ertr.tamu.edu	NOUN
ertr-324	25	5	117	117	NUM
ertr-324	25	6	other	other	ADJ
ertr-324	25	7	uses	use	VERB
ertr-324	25	8	gps	gps	PROPN
ertr-324	25	9	trajectory	trajectory	NOUN
ertr-324	25	10	(	(	PUNCT
ertr-324	25	11	okada	okada	NOUN
ertr-324	25	12	,	,	PUNCT
ertr-324	25	13	2008	2008	NUM
ertr-324	25	14	;	;	PUNCT
ertr-324	25	15	suhara	suhara	NOUN
ertr-324	25	16	,	,	PUNCT
ertr-324	25	17	2013	2013	NUM
ertr-324	25	18	)	)	PUNCT
ertr-324	25	19	.	.	PUNCT
ertr-324	26	1	in	in	ADP
ertr-324	26	2	these	these	DET
ertr-324	26	3	approaches	approach	NOUN
ertr-324	26	4	,	,	PUNCT
ertr-324	26	5	various	various	ADJ
ertr-324	26	6	clustering	clustering	ADJ
ertr-324	26	7	methods	method	NOUN
ertr-324	26	8	such	such	ADJ
ertr-324	26	9	as	as	ADP
ertr-324	26	10	k	k	NOUN
ertr-324	26	11	-	-	PUNCT
ertr-324	26	12	means	means	NOUN
ertr-324	26	13	(	(	PUNCT
ertr-324	26	14	fujisaka	fujisaka	X
ertr-324	26	15	,	,	PUNCT
ertr-324	26	16	2010	2010	NUM
ertr-324	26	17	)	)	PUNCT
ertr-324	26	18	and	and	CCONJ
ertr-324	26	19	optics	optic	NOUN
ertr-324	26	20	(	(	PUNCT
ertr-324	26	21	zheng	zheng	PROPN
ertr-324	26	22	,	,	PUNCT
ertr-324	26	23	2009	2009	NUM
ertr-324	26	24	)	)	PUNCT
ertr-324	26	25	are	be	AUX
ertr-324	26	26	used	use	VERB
ertr-324	26	27	.	.	PUNCT
ertr-324	27	1	among	among	ADP
ertr-324	27	2	them	they	PRON
ertr-324	27	3	,	,	PUNCT
ertr-324	27	4	the	the	DET
ertr-324	27	5	mean	mean	ADJ
ertr-324	27	6	-	-	PUNCT
ertr-324	27	7	shift	shift	NOUN
ertr-324	27	8	clustering	clustering	NOUN
ertr-324	27	9	(	(	PUNCT
ertr-324	27	10	dorin	dorin	NOUN
ertr-324	27	11	,	,	PUNCT
ertr-324	27	12	2002	2002	NUM
ertr-324	27	13	)	)	PUNCT
ertr-324	27	14	is	be	AUX
ertr-324	27	15	especially	especially	ADV
ertr-324	27	16	widely	widely	ADV
ertr-324	27	17	used	use	VERB
ertr-324	27	18	(	(	PUNCT
ertr-324	27	19	crandall	crandall	NOUN
ertr-324	27	20	,	,	PUNCT
ertr-324	27	21	2009	2009	NUM
ertr-324	27	22	;	;	PUNCT
ertr-324	27	23	kurashima	kurashima	PROPN
ertr-324	27	24	,	,	PUNCT
ertr-324	27	25	2009	2009	NUM
ertr-324	27	26	)	)	PUNCT
ertr-324	27	27	.	.	PUNCT
ertr-324	28	1	crandall	crandall	NOUN
ertr-324	28	2	(	(	PUNCT
ertr-324	28	3	2009	2009	NUM
ertr-324	28	4	)	)	PUNCT
ertr-324	28	5	and	and	CCONJ
ertr-324	28	6	kurashima	kurashima	PROPN
ertr-324	28	7	(	(	PUNCT
ertr-324	28	8	2013	2013	NUM
ertr-324	28	9	)	)	PUNCT
ertr-324	28	10	report	report	NOUN
ertr-324	28	11	on	on	ADP
ertr-324	28	12	methods	method	NOUN
ertr-324	28	13	for	for	ADP
ertr-324	28	14	extracting	extract	VERB
ertr-324	28	15	sightseeing	sightseeing	NOUN
ertr-324	28	16	spots	spot	NOUN
ertr-324	28	17	from	from	ADP
ertr-324	28	18	geotagged	geotagge	VERB
ertr-324	28	19	pictures	picture	NOUN
ertr-324	28	20	on	on	ADP
ertr-324	28	21	sns	sns	PROPN
ertr-324	28	22	.	.	PUNCT
ertr-324	29	1	tourists	tourist	NOUN
ertr-324	29	2	tend	tend	VERB
ertr-324	29	3	to	to	PART
ertr-324	29	4	photograph	photograph	VERB
ertr-324	29	5	sightseeing	sightseeing	NOUN
ertr-324	29	6	spots	spot	NOUN
ertr-324	29	7	,	,	PUNCT
ertr-324	29	8	which	which	PRON
ertr-324	29	9	are	be	AUX
ertr-324	29	10	then	then	ADV
ertr-324	29	11	geotagged	geotagge	VERB
ertr-324	29	12	and	and	CCONJ
ertr-324	29	13	clustered	clustered	ADJ
ertr-324	29	14	.	.	PUNCT
ertr-324	30	1	however	however	ADV
ertr-324	30	2	,	,	PUNCT
ertr-324	30	3	these	these	DET
ertr-324	30	4	methods	method	NOUN
ertr-324	30	5	can	can	AUX
ertr-324	30	6	not	not	PART
ertr-324	30	7	distinguish	distinguish	VERB
ertr-324	30	8	between	between	ADP
ertr-324	30	9	sightseeing	sightseeing	NOUN
ertr-324	30	10	spots	spot	NOUN
ertr-324	30	11	and	and	CCONJ
ertr-324	30	12	transit	transit	NOUN
ertr-324	30	13	spots	spot	NOUN
ertr-324	30	14	when	when	SCONJ
ertr-324	30	15	it	it	PRON
ertr-324	30	16	is	be	AUX
ertr-324	30	17	applied	apply	VERB
ertr-324	30	18	to	to	ADP
ertr-324	30	19	gps	gps	PROPN
ertr-324	30	20	trajectories	trajectory	NOUN
ertr-324	30	21	.	.	PUNCT
ertr-324	31	1	therefore	therefore	ADV
ertr-324	31	2	,	,	PUNCT
ertr-324	31	3	sightseeing	sightseeing	NOUN
ertr-324	31	4	spots	spot	NOUN
ertr-324	31	5	and	and	CCONJ
ertr-324	31	6	transit	transit	NOUN
ertr-324	31	7	spots	spot	NOUN
ertr-324	31	8	have	have	VERB
ertr-324	31	9	to	to	PART
ertr-324	31	10	be	be	AUX
ertr-324	31	11	classified	classify	VERB
ertr-324	31	12	in	in	ADP
ertr-324	31	13	order	order	NOUN
ertr-324	31	14	to	to	PART
ertr-324	31	15	construct	construct	VERB
ertr-324	31	16	a	a	DET
ertr-324	31	17	model	model	NOUN
ertr-324	31	18	including	include	VERB
ertr-324	31	19	only	only	ADJ
ertr-324	31	20	sightseeing	sightseeing	NOUN
ertr-324	31	21	spots	spot	NOUN
ertr-324	31	22	.	.	PUNCT
ertr-324	32	1	okada	okada	NOUN
ertr-324	32	2	(	(	PUNCT
ertr-324	32	3	2008	2008	NUM
ertr-324	32	4	)	)	PUNCT
ertr-324	32	5	presented	present	VERB
ertr-324	32	6	a	a	DET
ertr-324	32	7	method	method	NOUN
ertr-324	32	8	for	for	ADP
ertr-324	32	9	the	the	DET
ertr-324	32	10	extraction	extraction	NOUN
ertr-324	32	11	of	of	ADP
ertr-324	32	12	sightseeing	sightseeing	NOUN
ertr-324	32	13	spots	spot	NOUN
ertr-324	32	14	from	from	ADP
ertr-324	32	15	gps	gps	PROPN
ertr-324	32	16	trajectories	trajectory	NOUN
ertr-324	32	17	using	use	VERB
ertr-324	32	18	staying	staying	NOUN
ertr-324	32	19	points	point	NOUN
ertr-324	32	20	by	by	ADP
ertr-324	32	21	focusing	focus	VERB
ertr-324	32	22	on	on	ADP
ertr-324	32	23	the	the	DET
ertr-324	32	24	speed	speed	NOUN
ertr-324	32	25	;	;	PUNCT
ertr-324	32	26	however	however	ADV
ertr-324	32	27	,	,	PUNCT
ertr-324	32	28	also	also	ADV
ertr-324	32	29	this	this	DET
ertr-324	32	30	method	method	NOUN
ertr-324	32	31	does	do	AUX
ertr-324	32	32	not	not	PART
ertr-324	32	33	distinguish	distinguish	VERB
ertr-324	32	34	between	between	ADP
ertr-324	32	35	sightseeing	sightseeing	NOUN
ertr-324	32	36	spots	spot	NOUN
ertr-324	32	37	and	and	CCONJ
ertr-324	32	38	transit	transit	NOUN
ertr-324	32	39	spots	spot	NOUN
ertr-324	32	40	.	.	PUNCT
ertr-324	33	1	construction	construction	NOUN
ertr-324	33	2	of	of	ADP
ertr-324	33	3	transition	transition	NOUN
ertr-324	33	4	model	model	NOUN
ertr-324	33	5	.	.	PUNCT
ertr-324	34	1	in	in	ADP
ertr-324	34	2	previous	previous	ADJ
ertr-324	34	3	works	work	NOUN
ertr-324	34	4	on	on	ADP
ertr-324	34	5	the	the	DET
ertr-324	34	6	sightseeing	sightseeing	NOUN
ertr-324	34	7	spots	spot	VERB
ertr-324	34	8	transition	transition	NOUN
ertr-324	34	9	model	model	NOUN
ertr-324	34	10	,	,	PUNCT
ertr-324	34	11	there	there	PRON
ertr-324	34	12	is	be	VERB
ertr-324	34	13	a	a	DET
ertr-324	34	14	method	method	NOUN
ertr-324	34	15	which	which	PRON
ertr-324	34	16	strives	strive	VERB
ertr-324	34	17	for	for	ADP
ertr-324	34	18	the	the	DET
ertr-324	34	19	improvement	improvement	NOUN
ertr-324	34	20	of	of	ADP
ertr-324	34	21	the	the	DET
ertr-324	34	22	model	model	NOUN
ertr-324	34	23	through	through	ADP
ertr-324	34	24	external	external	ADJ
ertr-324	34	25	information	information	NOUN
ertr-324	34	26	such	such	ADJ
ertr-324	34	27	as	as	ADP
ertr-324	34	28	polygon	polygon	PROPN
ertr-324	34	29	data	datum	NOUN
ertr-324	34	30	of	of	ADP
ertr-324	34	31	sightseeing	sightseeing	NOUN
ertr-324	34	32	spots	spot	NOUN
ertr-324	34	33	and	and	CCONJ
ertr-324	34	34	route	route	NOUN
ertr-324	34	35	information	information	NOUN
ertr-324	34	36	in	in	ADP
ertr-324	34	37	addition	addition	NOUN
ertr-324	34	38	to	to	ADP
ertr-324	34	39	gps	gps	PROPN
ertr-324	34	40	trajectories	trajectory	NOUN
ertr-324	34	41	.	.	PUNCT
ertr-324	35	1	for	for	ADP
ertr-324	35	2	example	example	NOUN
ertr-324	35	3	,	,	PUNCT
ertr-324	35	4	horvitz	horvitz	NOUN
ertr-324	35	5	and	and	CCONJ
ertr-324	35	6	kurmm	kurmm	NOUN
ertr-324	35	7	(	(	PUNCT
ertr-324	35	8	kurmm	kurmm	NOUN
ertr-324	35	9	,	,	PUNCT
ertr-324	35	10	2006	2006	NUM
ertr-324	35	11	,	,	PUNCT
ertr-324	35	12	2007	2007	NUM
ertr-324	35	13	;	;	PUNCT
ertr-324	35	14	horvitz	horvitz	X
ertr-324	35	15	,	,	PUNCT
ertr-324	35	16	2012	2012	NUM
ertr-324	35	17	)	)	PUNCT
ertr-324	35	18	predict	predict	VERB
ertr-324	35	19	destinations	destination	NOUN
ertr-324	35	20	using	use	VERB
ertr-324	35	21	distributions	distribution	NOUN
ertr-324	35	22	of	of	ADP
ertr-324	35	23	different	different	ADJ
ertr-324	35	24	districts	district	NOUN
ertr-324	35	25	,	,	PUNCT
ertr-324	35	26	travel	travel	NOUN
ertr-324	35	27	time	time	NOUN
ertr-324	35	28	,	,	PUNCT
ertr-324	35	29	and	and	CCONJ
ertr-324	35	30	trajectory	trajectory	NOUN
ertr-324	35	31	’s	’s	PART
ertr-324	35	32	length	length	NOUN
ertr-324	35	33	.	.	PUNCT
ertr-324	36	1	ziebart	ziebart	NOUN
ertr-324	36	2	(	(	PUNCT
ertr-324	36	3	2008	2008	NUM
ertr-324	36	4	)	)	PUNCT
ertr-324	36	5	uses	use	VERB
ertr-324	36	6	accident	accident	NOUN
ertr-324	36	7	reports	report	NOUN
ertr-324	36	8	,	,	PUNCT
ertr-324	36	9	road	road	NOUN
ertr-324	36	10	conditions	condition	NOUN
ertr-324	36	11	,	,	PUNCT
ertr-324	36	12	and	and	CCONJ
ertr-324	36	13	driving	driving	NOUN
ertr-324	36	14	habits	habit	NOUN
ertr-324	36	15	.	.	PUNCT
ertr-324	37	1	however	however	ADV
ertr-324	37	2	,	,	PUNCT
ertr-324	37	3	external	external	ADJ
ertr-324	37	4	information	information	NOUN
ertr-324	37	5	used	use	VERB
ertr-324	37	6	for	for	ADP
ertr-324	37	7	these	these	DET
ertr-324	37	8	methods	method	NOUN
ertr-324	37	9	often	often	ADV
ertr-324	37	10	requires	require	VERB
ertr-324	37	11	periodic	periodic	ADJ
ertr-324	37	12	renewal	renewal	NOUN
ertr-324	37	13	because	because	SCONJ
ertr-324	37	14	of	of	ADP
ertr-324	37	15	the	the	DET
ertr-324	37	16	transition	transition	NOUN
ertr-324	37	17	of	of	ADP
ertr-324	37	18	sightseeing	sightseeing	NOUN
ertr-324	37	19	spots	spot	NOUN
ertr-324	37	20	.	.	PUNCT
ertr-324	38	1	it	it	PRON
ertr-324	38	2	is	be	AUX
ertr-324	38	3	difficult	difficult	ADJ
ertr-324	38	4	to	to	PART
ertr-324	38	5	predict	predict	VERB
ertr-324	38	6	sightseeing	sightseeing	NOUN
ertr-324	38	7	spot	spot	NOUN
ertr-324	38	8	changes	change	NOUN
ertr-324	38	9	in	in	ADP
ertr-324	38	10	advance	advance	NOUN
ertr-324	38	11	.	.	PUNCT
ertr-324	39	1	related	relate	VERB
ertr-324	39	2	work	work	NOUN
ertr-324	39	3	on	on	ADP
ertr-324	39	4	the	the	DET
ertr-324	39	5	sightseeing	sightseeing	NOUN
ertr-324	39	6	spot	spot	NOUN
ertr-324	39	7	transition	transition	NOUN
ertr-324	39	8	model	model	NOUN
ertr-324	39	9	can	can	AUX
ertr-324	39	10	be	be	AUX
ertr-324	39	11	broadly	broadly	ADV
ertr-324	39	12	divided	divide	VERB
ertr-324	39	13	to	to	ADP
ertr-324	39	14	two	two	NUM
ertr-324	39	15	categories	category	NOUN
ertr-324	39	16	:	:	PUNCT
ertr-324	39	17	grid	grid	NOUN
ertr-324	39	18	model	model	NOUN
ertr-324	39	19	(	(	PUNCT
ertr-324	39	20	kurmm	kurmm	NOUN
ertr-324	39	21	,	,	PUNCT
ertr-324	39	22	2006	2006	NUM
ertr-324	39	23	;	;	PUNCT
ertr-324	39	24	xue	xue	PROPN
ertr-324	39	25	,	,	PUNCT
ertr-324	39	26	2013	2013	NUM
ertr-324	39	27	,	,	PUNCT
ertr-324	39	28	2015	2015	NUM
ertr-324	39	29	;	;	PUNCT
ertr-324	39	30	takimoto	takimoto	NOUN
ertr-324	39	31	,	,	PUNCT
ertr-324	39	32	2017	2017	NUM
ertr-324	39	33	)	)	PUNCT
ertr-324	39	34	and	and	CCONJ
ertr-324	39	35	spot	spot	NOUN
ertr-324	39	36	model	model	NOUN
ertr-324	39	37	(	(	PUNCT
ertr-324	39	38	tamura	tamura	PROPN
ertr-324	39	39	,	,	PUNCT
ertr-324	39	40	2014	2014	NUM
ertr-324	39	41	,	,	PUNCT
ertr-324	39	42	ashbrook	ashbrook	NOUN
ertr-324	39	43	,	,	PUNCT
ertr-324	39	44	2003	2003	NUM
ertr-324	39	45	;	;	PUNCT
ertr-324	39	46	zheng	zheng	PROPN
ertr-324	39	47	,	,	PUNCT
ertr-324	39	48	2012	2012	NUM
ertr-324	39	49	;	;	PUNCT
ertr-324	39	50	kasahara	kasahara	PROPN
ertr-324	39	51	,	,	PUNCT
ertr-324	39	52	2016	2016	NUM
ertr-324	39	53	)	)	PUNCT
ertr-324	39	54	.	.	PUNCT
ertr-324	40	1	a	a	DET
ertr-324	40	2	grid	grid	NOUN
ertr-324	40	3	model	model	NOUN
ertr-324	40	4	divides	divide	VERB
ertr-324	40	5	a	a	DET
ertr-324	40	6	geographical	geographical	ADJ
ertr-324	40	7	space	space	NOUN
ertr-324	40	8	into	into	ADP
ertr-324	40	9	grids	grid	NOUN
ertr-324	40	10	and	and	CCONJ
ertr-324	40	11	assumes	assume	VERB
ertr-324	40	12	that	that	SCONJ
ertr-324	40	13	a	a	DET
ertr-324	40	14	tourist	tourist	NOUN
ertr-324	40	15	moves	move	NOUN
ertr-324	40	16	on	on	ADP
ertr-324	40	17	the	the	DET
ertr-324	40	18	grids	grid	NOUN
ertr-324	40	19	;	;	PUNCT
ertr-324	40	20	examples	example	NOUN
ertr-324	40	21	can	can	AUX
ertr-324	40	22	be	be	AUX
ertr-324	40	23	found	find	VERB
ertr-324	40	24	in	in	ADP
ertr-324	40	25	xue	xue	PROPN
ertr-324	40	26	(	(	PUNCT
ertr-324	40	27	2013	2013	NUM
ertr-324	40	28	,	,	PUNCT
ertr-324	40	29	2015	2015	NUM
ertr-324	40	30	)	)	PUNCT
ertr-324	40	31	and	and	CCONJ
ertr-324	40	32	by	by	ADP
ertr-324	40	33	kurmm	kurmm	NOUN
ertr-324	40	34	(	(	PUNCT
ertr-324	40	35	2006	2006	NUM
ertr-324	40	36	,	,	PUNCT
ertr-324	40	37	2007	2007	NUM
ertr-324	40	38	)	)	PUNCT
ertr-324	40	39	.	.	PUNCT
ertr-324	41	1	in	in	ADP
ertr-324	41	2	these	these	DET
ertr-324	41	3	methods	method	NOUN
ertr-324	41	4	,	,	PUNCT
ertr-324	41	5	the	the	DET
ertr-324	41	6	size	size	NOUN
ertr-324	41	7	of	of	ADP
ertr-324	41	8	the	the	DET
ertr-324	41	9	cell	cell	NOUN
ertr-324	41	10	is	be	AUX
ertr-324	41	11	a	a	DET
ertr-324	41	12	problem	problem	NOUN
ertr-324	41	13	.	.	PUNCT
ertr-324	42	1	xue	xue	PROPN
ertr-324	42	2	(	(	PUNCT
ertr-324	42	3	2013	2013	NUM
ertr-324	42	4	,	,	PUNCT
ertr-324	42	5	2015	2015	NUM
ertr-324	42	6	)	)	PUNCT
ertr-324	42	7	states	state	VERB
ertr-324	42	8	that	that	SCONJ
ertr-324	42	9	the	the	DET
ertr-324	42	10	prediction	prediction	NOUN
ertr-324	42	11	accuracy	accuracy	NOUN
ertr-324	42	12	for	for	ADP
ertr-324	42	13	a	a	DET
ertr-324	42	14	destination	destination	NOUN
ertr-324	42	15	is	be	AUX
ertr-324	42	16	the	the	DET
ertr-324	42	17	highest	high	ADJ
ertr-324	42	18	when	when	SCONJ
ertr-324	42	19	the	the	DET
ertr-324	42	20	side	side	NOUN
ertr-324	42	21	of	of	ADP
ertr-324	42	22	the	the	DET
ertr-324	42	23	cell	cell	NOUN
ertr-324	42	24	is	be	AUX
ertr-324	42	25	2	2	NUM
ertr-324	42	26	e	e	NOUN
ertr-324	42	27	-	-	NOUN
ertr-324	42	28	review	review	NOUN
ertr-324	42	29	of	of	ADP
ertr-324	42	30	tourism	tourism	NOUN
ertr-324	42	31	research	research	NOUN
ertr-324	42	32	(	(	PUNCT
ertr-324	42	33	ertr	ertr	NOUN
ertr-324	42	34	)	)	PUNCT
ertr-324	42	35	,	,	PUNCT
ertr-324	42	36	vol	vol	NOUN
ertr-324	42	37	.	.	PROPN
ertr-324	43	1	16	16	NUM
ertr-324	43	2	,	,	PUNCT
ertr-324	43	3	no	no	INTJ
ertr-324	43	4	.	.	PUNCT
ertr-324	44	1	2/3	2/3	NUM
ertr-324	44	2	,	,	PUNCT
ertr-324	44	3	2019	2019	NUM
ertr-324	44	4	http://ertr.tamu.edu	http://ertr.tamu.edu	NOUN
ertr-324	44	5	118	118	NUM
ertr-324	44	6	km	km	NOUN
ertr-324	44	7	,	,	PUNCT
ertr-324	44	8	and	and	CCONJ
ertr-324	44	9	kurmm	kurmm	NOUN
ertr-324	44	10	(	(	PUNCT
ertr-324	44	11	2006	2006	NUM
ertr-324	44	12	,	,	PUNCT
ertr-324	44	13	2007	2007	NUM
ertr-324	44	14	)	)	PUNCT
ertr-324	44	15	sets	set	VERB
ertr-324	44	16	the	the	DET
ertr-324	44	17	side	side	NOUN
ertr-324	44	18	of	of	ADP
ertr-324	44	19	the	the	DET
ertr-324	44	20	cell	cell	NOUN
ertr-324	44	21	to	to	ADP
ertr-324	44	22	1	1	NUM
ertr-324	44	23	km	km	NOUN
ertr-324	44	24	.	.	PUNCT
ertr-324	45	1	however	however	ADV
ertr-324	45	2	,	,	PUNCT
ertr-324	45	3	when	when	SCONJ
ertr-324	45	4	we	we	PRON
ertr-324	45	5	set	set	VERB
ertr-324	45	6	the	the	DET
ertr-324	45	7	size	size	NOUN
ertr-324	45	8	of	of	ADP
ertr-324	45	9	the	the	DET
ertr-324	45	10	cell	cell	NOUN
ertr-324	45	11	to	to	ADP
ertr-324	45	12	1	1	NUM
ertr-324	45	13	km	km	NOUN
ertr-324	45	14	or	or	CCONJ
ertr-324	45	15	2	2	NUM
ertr-324	45	16	km	km	NOUN
ertr-324	45	17	,	,	PUNCT
ertr-324	45	18	some	some	DET
ertr-324	45	19	sightseeing	sightseeing	NOUN
ertr-324	45	20	spots	spot	NOUN
ertr-324	45	21	may	may	AUX
ertr-324	45	22	fall	fall	VERB
ertr-324	45	23	in	in	ADP
ertr-324	45	24	one	one	NUM
ertr-324	45	25	cell	cell	NOUN
ertr-324	45	26	.	.	PUNCT
ertr-324	46	1	however	however	ADV
ertr-324	46	2	,	,	PUNCT
ertr-324	46	3	the	the	DET
ertr-324	46	4	transition	transition	NOUN
ertr-324	46	5	probability	probability	NOUN
ertr-324	46	6	is	be	AUX
ertr-324	46	7	obviously	obviously	ADV
ertr-324	46	8	too	too	ADV
ertr-324	46	9	small	small	ADJ
ertr-324	46	10	when	when	SCONJ
ertr-324	46	11	the	the	DET
ertr-324	46	12	cell	cell	NOUN
ertr-324	46	13	size	size	NOUN
ertr-324	46	14	is	be	AUX
ertr-324	46	15	small	small	ADJ
ertr-324	46	16	.	.	PUNCT
ertr-324	47	1	a	a	DET
ertr-324	47	2	spot	spot	NOUN
ertr-324	47	3	model	model	NOUN
ertr-324	47	4	is	be	AUX
ertr-324	47	5	a	a	DET
ertr-324	47	6	model	model	NOUN
ertr-324	47	7	,	,	PUNCT
ertr-324	47	8	which	which	PRON
ertr-324	47	9	assumes	assume	VERB
ertr-324	47	10	that	that	SCONJ
ertr-324	47	11	a	a	DET
ertr-324	47	12	tourist	tourist	NOUN
ertr-324	47	13	moves	move	NOUN
ertr-324	47	14	between	between	ADP
ertr-324	47	15	sightseeing	sightseeing	NOUN
ertr-324	47	16	spots	spot	NOUN
ertr-324	47	17	directly	directly	ADV
ertr-324	47	18	,	,	PUNCT
ertr-324	47	19	as	as	SCONJ
ertr-324	47	20	shown	show	VERB
ertr-324	47	21	in	in	ADP
ertr-324	47	22	ashbook	ashbook	PROPN
ertr-324	47	23	(	(	PUNCT
ertr-324	47	24	2003	2003	NUM
ertr-324	47	25	)	)	PUNCT
ertr-324	47	26	,	,	PUNCT
ertr-324	47	27	zheng	zheng	PROPN
ertr-324	47	28	(	(	PUNCT
ertr-324	47	29	2012	2012	NUM
ertr-324	47	30	)	)	PUNCT
ertr-324	47	31	and	and	CCONJ
ertr-324	47	32	tamura	tamura	PROPN
ertr-324	47	33	(	(	PUNCT
ertr-324	47	34	2014	2014	NUM
ertr-324	47	35	)	)	PUNCT
ertr-324	47	36	.	.	PUNCT
ertr-324	48	1	in	in	ADP
ertr-324	48	2	these	these	DET
ertr-324	48	3	methods	method	NOUN
ertr-324	48	4	,	,	PUNCT
ertr-324	48	5	markov	markov	NOUN
ertr-324	48	6	chains	chain	NOUN
ertr-324	48	7	are	be	AUX
ertr-324	48	8	used	use	VERB
ertr-324	48	9	,	,	PUNCT
ertr-324	48	10	and	and	CCONJ
ertr-324	48	11	the	the	DET
ertr-324	48	12	geographical	geographical	ADJ
ertr-324	48	13	distance	distance	NOUN
ertr-324	48	14	,	,	PUNCT
ertr-324	48	15	transport	transport	NOUN
ertr-324	48	16	networks	network	NOUN
ertr-324	48	17	,	,	PUNCT
ertr-324	48	18	and	and	CCONJ
ertr-324	48	19	data	datum	NOUN
ertr-324	48	20	sparseness	sparseness	ADV
ertr-324	48	21	are	be	AUX
ertr-324	48	22	not	not	PART
ertr-324	48	23	considered	consider	VERB
ertr-324	48	24	,	,	PUNCT
ertr-324	48	25	which	which	PRON
ertr-324	48	26	is	be	AUX
ertr-324	48	27	a	a	DET
ertr-324	48	28	problem	problem	NOUN
ertr-324	48	29	because	because	SCONJ
ertr-324	48	30	it	it	PRON
ertr-324	48	31	is	be	AUX
ertr-324	48	32	difficult	difficult	ADJ
ertr-324	48	33	to	to	PART
ertr-324	48	34	obtain	obtain	VERB
ertr-324	48	35	the	the	DET
ertr-324	48	36	transition	transition	NOUN
ertr-324	48	37	probability	probability	NOUN
ertr-324	48	38	from	from	ADP
ertr-324	48	39	a	a	DET
ertr-324	48	40	sightseeing	sightseeing	NOUN
ertr-324	48	41	spot	spot	NOUN
ertr-324	48	42	with	with	ADP
ertr-324	48	43	few	few	ADJ
ertr-324	48	44	tourists	tourist	NOUN
ertr-324	48	45	.	.	PUNCT
ertr-324	49	1	overview	overview	NOUN
ertr-324	49	2	in	in	ADP
ertr-324	49	3	this	this	DET
ertr-324	49	4	study	study	NOUN
ertr-324	49	5	,	,	PUNCT
ertr-324	49	6	first	first	ADJ
ertr-324	49	7	points	point	NOUN
ertr-324	49	8	with	with	ADP
ertr-324	49	9	low	low	ADJ
ertr-324	49	10	moving	moving	NOUN
ertr-324	49	11	speed	speed	NOUN
ertr-324	49	12	,	,	PUNCT
ertr-324	49	13	called	call	VERB
ertr-324	49	14	staying	staying	NOUN
ertr-324	49	15	points	point	NOUN
ertr-324	49	16	,	,	PUNCT
ertr-324	49	17	from	from	ADP
ertr-324	49	18	a	a	DET
ertr-324	49	19	tourist	tourist	NOUN
ertr-324	49	20	trajectory	trajectory	NOUN
ertr-324	49	21	dataset	dataset	NOUN
ertr-324	49	22	are	be	AUX
ertr-324	49	23	extracted	extract	VERB
ertr-324	49	24	.	.	PUNCT
ertr-324	50	1	then	then	ADV
ertr-324	50	2	tourist	tourist	NOUN
ertr-324	50	3	concentration	concentration	NOUN
ertr-324	50	4	points	point	NOUN
ertr-324	50	5	are	be	AUX
ertr-324	50	6	obtained	obtain	VERB
ertr-324	50	7	by	by	ADP
ertr-324	50	8	clustering	cluster	VERB
ertr-324	50	9	staying	staying	NOUN
ertr-324	50	10	points	point	NOUN
ertr-324	50	11	.	.	PUNCT
ertr-324	51	1	next	next	ADJ
ertr-324	51	2	,	,	PUNCT
ertr-324	51	3	tourist	tourist	NOUN
ertr-324	51	4	concentration	concentration	NOUN
ertr-324	51	5	points	point	NOUN
ertr-324	51	6	are	be	AUX
ertr-324	51	7	classified	classify	VERB
ertr-324	51	8	without	without	ADP
ertr-324	51	9	external	external	ADJ
ertr-324	51	10	data	datum	NOUN
ertr-324	51	11	as	as	ADP
ertr-324	51	12	sightseeing	sightseeing	NOUN
ertr-324	51	13	spots	spot	NOUN
ertr-324	51	14	and	and	CCONJ
ertr-324	51	15	transit	transit	NOUN
ertr-324	51	16	spots	spot	NOUN
ertr-324	51	17	.	.	PUNCT
ertr-324	52	1	in	in	ADP
ertr-324	52	2	this	this	DET
ertr-324	52	3	paper	paper	NOUN
ertr-324	52	4	,	,	PUNCT
ertr-324	52	5	the	the	DET
ertr-324	52	6	sightseeing	sightseeing	NOUN
ertr-324	52	7	spots	spot	NOUN
ertr-324	52	8	are	be	AUX
ertr-324	52	9	defined	define	VERB
ertr-324	52	10	as	as	ADP
ertr-324	52	11	tourist	tourist	NOUN
ertr-324	52	12	destination	destination	NOUN
ertr-324	52	13	(	(	PUNCT
ertr-324	52	14	e.g.	e.g.	ADV
ertr-324	52	15	,	,	PUNCT
ertr-324	52	16	traditional	traditional	ADJ
ertr-324	52	17	temples	temple	NOUN
ertr-324	52	18	,	,	PUNCT
ertr-324	52	19	shrines	shrine	NOUN
ertr-324	52	20	,	,	PUNCT
ertr-324	52	21	shops	shop	NOUN
ertr-324	52	22	and	and	CCONJ
ertr-324	52	23	restaurants	restaurant	NOUN
ertr-324	52	24	)	)	PUNCT
ertr-324	52	25	and	and	CCONJ
ertr-324	52	26	the	the	DET
ertr-324	52	27	transit	transit	NOUN
ertr-324	52	28	spots	spot	NOUN
ertr-324	52	29	as	as	ADP
ertr-324	52	30	spots	spot	NOUN
ertr-324	52	31	that	that	PRON
ertr-324	52	32	are	be	AUX
ertr-324	52	33	places	place	NOUN
ertr-324	52	34	where	where	SCONJ
ertr-324	52	35	tourist	tourist	NOUN
ertr-324	52	36	stop	stop	NOUN
ertr-324	52	37	but	but	CCONJ
ertr-324	52	38	that	that	PRON
ertr-324	52	39	are	be	AUX
ertr-324	52	40	not	not	PART
ertr-324	52	41	tourist	tourist	NOUN
ertr-324	52	42	destinations	destination	NOUN
ertr-324	52	43	(	(	PUNCT
ertr-324	52	44	e.g.	e.g.	ADV
ertr-324	52	45	,	,	PUNCT
ertr-324	52	46	stations	station	NOUN
ertr-324	52	47	and	and	CCONJ
ertr-324	52	48	bus	bus	NOUN
ertr-324	52	49	stops	stop	NOUN
ertr-324	52	50	)	)	PUNCT
ertr-324	52	51	.	.	PUNCT
ertr-324	53	1	a	a	DET
ertr-324	53	2	network	network	NOUN
ertr-324	53	3	including	include	VERB
ertr-324	53	4	all	all	DET
ertr-324	53	5	tourist	tourist	NOUN
ertr-324	53	6	concentration	concentration	NOUN
ertr-324	53	7	points	point	NOUN
ertr-324	53	8	is	be	AUX
ertr-324	53	9	called	call	VERB
ertr-324	53	10	the	the	DET
ertr-324	53	11	concentration	concentration	NOUN
ertr-324	53	12	point	point	NOUN
ertr-324	53	13	network	network	NOUN
ertr-324	53	14	.	.	PUNCT
ertr-324	54	1	the	the	DET
ertr-324	54	2	likelihood	likelihood	NOUN
ertr-324	54	3	of	of	ADP
ertr-324	54	4	the	the	DET
ertr-324	54	5	transition	transition	NOUN
ertr-324	54	6	probability	probability	NOUN
ertr-324	54	7	between	between	ADP
ertr-324	54	8	all	all	DET
ertr-324	54	9	concentration	concentration	NOUN
ertr-324	54	10	points	point	NOUN
ertr-324	54	11	is	be	AUX
ertr-324	54	12	deduced	deduce	VERB
ertr-324	54	13	from	from	ADP
ertr-324	54	14	the	the	DET
ertr-324	54	15	concentration	concentration	NOUN
ertr-324	54	16	network	network	NOUN
ertr-324	54	17	.	.	PUNCT
ertr-324	55	1	by	by	ADP
ertr-324	55	2	using	use	VERB
ertr-324	55	3	the	the	DET
ertr-324	55	4	likelihood	likelihood	NOUN
ertr-324	55	5	,	,	PUNCT
ertr-324	55	6	the	the	DET
ertr-324	55	7	tourist	tourist	NOUN
ertr-324	55	8	transition	transition	NOUN
ertr-324	55	9	network	network	NOUN
ertr-324	55	10	is	be	AUX
ertr-324	55	11	built	build	VERB
ertr-324	55	12	consisting	consist	VERB
ertr-324	55	13	only	only	ADV
ertr-324	55	14	of	of	ADP
ertr-324	55	15	sightseeing	sightseeing	NOUN
ertr-324	55	16	spots	spot	NOUN
ertr-324	55	17	considering	consider	VERB
ertr-324	55	18	transit	transit	NOUN
ertr-324	55	19	spots	spot	NOUN
ertr-324	55	20	and	and	CCONJ
ertr-324	55	21	the	the	DET
ertr-324	55	22	tourist	tourist	NOUN
ertr-324	55	23	transition	transition	NOUN
ertr-324	55	24	model	model	NOUN
ertr-324	55	25	is	be	AUX
ertr-324	55	26	obtained	obtain	VERB
ertr-324	55	27	.	.	PUNCT
ertr-324	56	1	the	the	DET
ertr-324	56	2	grid	grid	NOUN
ertr-324	56	3	model	model	NOUN
ertr-324	56	4	divides	divide	VERB
ertr-324	56	5	a	a	DET
ertr-324	56	6	geographical	geographical	ADJ
ertr-324	56	7	space	space	NOUN
ertr-324	56	8	into	into	ADP
ertr-324	56	9	grids	grid	NOUN
ertr-324	56	10	evenly	evenly	ADV
ertr-324	56	11	.	.	PUNCT
ertr-324	57	1	however	however	ADV
ertr-324	57	2	,	,	PUNCT
ertr-324	57	3	many	many	ADJ
ertr-324	57	4	grids	grid	NOUN
ertr-324	57	5	in	in	ADP
ertr-324	57	6	a	a	DET
ertr-324	57	7	grid	grid	NOUN
ertr-324	57	8	model	model	NOUN
ertr-324	57	9	correspond	correspond	NOUN
ertr-324	57	10	to	to	ADP
ertr-324	57	11	the	the	DET
ertr-324	57	12	area	area	NOUN
ertr-324	57	13	where	where	SCONJ
ertr-324	57	14	tourist	tourist	NOUN
ertr-324	57	15	can	can	AUX
ertr-324	57	16	not	not	PART
ertr-324	57	17	enter	enter	VERB
ertr-324	57	18	.	.	PUNCT
ertr-324	58	1	the	the	DET
ertr-324	58	2	spot	spot	NOUN
ertr-324	58	3	model	model	NOUN
ertr-324	58	4	assumes	assume	VERB
ertr-324	58	5	that	that	SCONJ
ertr-324	58	6	a	a	DET
ertr-324	58	7	tourist	tourist	NOUN
ertr-324	58	8	moves	move	NOUN
ertr-324	58	9	between	between	ADP
ertr-324	58	10	sightseeing	sightseeing	NOUN
ertr-324	58	11	spots	spot	NOUN
ertr-324	58	12	directly	directly	ADV
ertr-324	58	13	.	.	PUNCT
ertr-324	59	1	however	however	ADV
ertr-324	59	2	,	,	PUNCT
ertr-324	59	3	these	these	DET
ertr-324	59	4	methods	method	NOUN
ertr-324	59	5	do	do	AUX
ertr-324	59	6	not	not	PART
ertr-324	59	7	consider	consider	VERB
ertr-324	59	8	the	the	DET
ertr-324	59	9	transportation	transportation	NOUN
ertr-324	59	10	network	network	NOUN
ertr-324	59	11	and	and	CCONJ
ertr-324	59	12	the	the	DET
ertr-324	59	13	geographical	geographical	ADJ
ertr-324	59	14	distance	distance	NOUN
ertr-324	59	15	between	between	ADP
ertr-324	59	16	sightseeing	sightseeing	NOUN
ertr-324	59	17	spots	spot	NOUN
ertr-324	59	18	.	.	PUNCT
ertr-324	60	1	by	by	ADP
ertr-324	60	2	introducing	introduce	VERB
ertr-324	60	3	transit	transit	NOUN
ertr-324	60	4	spots	spot	NOUN
ertr-324	60	5	,	,	PUNCT
ertr-324	60	6	our	our	PRON
ertr-324	60	7	model	model	NOUN
ertr-324	60	8	uses	use	VERB
ertr-324	60	9	a	a	DET
ertr-324	60	10	network	network	NOUN
ertr-324	60	11	,	,	PUNCT
ertr-324	60	12	which	which	PRON
ertr-324	60	13	has	have	VERB
ertr-324	60	14	fewer	few	ADJ
ertr-324	60	15	unnecessary	unnecessary	ADJ
ertr-324	60	16	nodes	node	NOUN
ertr-324	60	17	than	than	ADP
ertr-324	60	18	the	the	DET
ertr-324	60	19	grid	grid	NOUN
ertr-324	60	20	model	model	NOUN
ertr-324	60	21	and	and	CCONJ
ertr-324	60	22	considers	consider	VERB
ertr-324	60	23	the	the	DET
ertr-324	60	24	transportation	transportation	NOUN
ertr-324	60	25	network	network	NOUN
ertr-324	60	26	and	and	CCONJ
ertr-324	60	27	geographical	geographical	ADJ
ertr-324	60	28	distance	distance	NOUN
ertr-324	60	29	e	e	NOUN
ertr-324	60	30	-	-	NOUN
ertr-324	60	31	review	review	NOUN
ertr-324	60	32	of	of	ADP
ertr-324	60	33	tourism	tourism	NOUN
ertr-324	60	34	research	research	NOUN
ertr-324	60	35	(	(	PUNCT
ertr-324	60	36	ertr	ertr	NOUN
ertr-324	60	37	)	)	PUNCT
ertr-324	60	38	,	,	PUNCT
ertr-324	60	39	vol	vol	NOUN
ertr-324	60	40	.	.	PROPN
ertr-324	61	1	16	16	NUM
ertr-324	61	2	,	,	PUNCT
ertr-324	61	3	no	no	INTJ
ertr-324	61	4	.	.	PUNCT
ertr-324	62	1	2/3	2/3	NUM
ertr-324	62	2	,	,	PUNCT
ertr-324	62	3	2019	2019	NUM
ertr-324	62	4	http://ertr.tamu.edu	http://ertr.tamu.edu	NOUN
ertr-324	62	5	119	119	NUM
ertr-324	62	6	between	between	ADP
ertr-324	62	7	sightseeing	sightseeing	NOUN
ertr-324	62	8	spots	spot	NOUN
ertr-324	62	9	(	(	PUNCT
ertr-324	62	10	see	see	VERB
ertr-324	62	11	figure	figure	NOUN
ertr-324	62	12	1	1	NUM
ertr-324	62	13	)	)	PUNCT
ertr-324	62	14	.	.	PUNCT
ertr-324	63	1	first	first	ADV
ertr-324	63	2	,	,	PUNCT
ertr-324	63	3	the	the	DET
ertr-324	63	4	concentration	concentration	NOUN
ertr-324	63	5	point	point	NOUN
ertr-324	63	6	network	network	NOUN
ertr-324	63	7	,	,	PUNCT
ertr-324	63	8	which	which	PRON
ertr-324	63	9	contain	contain	VERB
ertr-324	63	10	sightseeing	sightseeing	NOUN
ertr-324	63	11	spots	spot	NOUN
ertr-324	63	12	and	and	CCONJ
ertr-324	63	13	transit	transit	NOUN
ertr-324	63	14	points	point	NOUN
ertr-324	63	15	,	,	PUNCT
ertr-324	63	16	is	be	AUX
ertr-324	63	17	constructed	construct	VERB
ertr-324	63	18	.	.	PUNCT
ertr-324	64	1	then	then	ADV
ertr-324	64	2	,	,	PUNCT
ertr-324	64	3	the	the	DET
ertr-324	64	4	tourist	tourist	NOUN
ertr-324	64	5	transition	transition	NOUN
ertr-324	64	6	network	network	NOUN
ertr-324	64	7	is	be	AUX
ertr-324	64	8	constructed	construct	VERB
ertr-324	64	9	,	,	PUNCT
ertr-324	64	10	which	which	PRON
ertr-324	64	11	is	be	AUX
ertr-324	64	12	the	the	DET
ertr-324	64	13	spot	spot	NOUN
ertr-324	64	14	model	model	NOUN
ertr-324	64	15	by	by	ADP
ertr-324	64	16	removing	remove	VERB
ertr-324	64	17	transit	transit	NOUN
ertr-324	64	18	spots	spot	NOUN
ertr-324	64	19	from	from	ADP
ertr-324	64	20	the	the	DET
ertr-324	64	21	concentration	concentration	NOUN
ertr-324	64	22	point	point	NOUN
ertr-324	64	23	network	network	NOUN
ertr-324	64	24	.	.	PUNCT
ertr-324	65	1	figure	figure	NOUN
ertr-324	65	2	1	1	NUM
ertr-324	65	3	.	.	PUNCT
ertr-324	66	1	network	network	NOUN
ertr-324	66	2	of	of	ADP
ertr-324	66	3	each	each	DET
ertr-324	66	4	model	model	NOUN
ertr-324	66	5	extraction	extraction	NOUN
ertr-324	66	6	of	of	ADP
ertr-324	66	7	sightseeing	sightseeing	NOUN
ertr-324	66	8	spot	spot	NOUN
ertr-324	66	9	preprocessing	preprocessing	NOUN
ertr-324	66	10	of	of	ADP
ertr-324	66	11	trajectory	trajectory	NOUN
ertr-324	66	12	.	.	PUNCT
ertr-324	67	1	a	a	DET
ertr-324	67	2	trajectory	trajectory	NOUN
ertr-324	67	3	is	be	AUX
ertr-324	67	4	a	a	DET
ertr-324	67	5	sequence	sequence	NOUN
ertr-324	67	6	of	of	ADP
ertr-324	67	7	points	point	NOUN
ertr-324	67	8	,	,	PUNCT
ertr-324	67	9	each	each	PRON
ertr-324	67	10	with	with	ADP
ertr-324	67	11	a	a	DET
ertr-324	67	12	latitude(lat	latitude(lat	NOUN
ertr-324	67	13	)	)	PUNCT
ertr-324	67	14	,	,	PUNCT
ertr-324	67	15	a	a	DET
ertr-324	67	16	longitude(lon	longitude(lon	NOUN
ertr-324	67	17	)	)	PUNCT
ertr-324	67	18	,	,	PUNCT
ertr-324	67	19	a	a	DET
ertr-324	67	20	time	time	NOUN
ertr-324	67	21	stamp(t	stamp(t	PROPN
ertr-324	67	22	)	)	PUNCT
ertr-324	67	23	,	,	PUNCT
ertr-324	67	24	and	and	CCONJ
ertr-324	67	25	id(id	id(id	NOUN
ertr-324	67	26	)	)	PUNCT
ertr-324	67	27	,	,	PUNCT
ertr-324	67	28	observed	observe	VERB
ertr-324	67	29	by	by	ADP
ertr-324	67	30	gps	gps	PROPN
ertr-324	67	31	equipment	equipment	NOUN
ertr-324	67	32	.	.	PUNCT
ertr-324	68	1	gps	gps	PROPN
ertr-324	68	2	trajectories	trajectory	NOUN
ertr-324	68	3	are	be	AUX
ertr-324	68	4	easily	easily	ADV
ertr-324	68	5	collected	collect	VERB
ertr-324	68	6	by	by	ADP
ertr-324	68	7	using	use	VERB
ertr-324	68	8	gps	gps	NOUN
ertr-324	68	9	equipment	equipment	NOUN
ertr-324	68	10	such	such	ADJ
ertr-324	68	11	as	as	ADP
ertr-324	68	12	smartphones	smartphone	NOUN
ertr-324	68	13	.	.	PUNCT
ertr-324	69	1	since	since	SCONJ
ertr-324	69	2	some	some	DET
ertr-324	69	3	trajectories	trajectory	NOUN
ertr-324	69	4	contain	contain	VERB
ertr-324	69	5	large	large	ADJ
ertr-324	69	6	gps	gps	NOUN
ertr-324	69	7	measurement	measurement	NOUN
ertr-324	69	8	errors	error	NOUN
ertr-324	69	9	(	(	PUNCT
ertr-324	69	10	inoue	inoue	NOUN
ertr-324	69	11	,	,	PUNCT
ertr-324	69	12	2015	2015	NUM
ertr-324	69	13	)	)	PUNCT
ertr-324	69	14	,	,	PUNCT
ertr-324	69	15	they	they	PRON
ertr-324	69	16	must	must	AUX
ertr-324	69	17	be	be	AUX
ertr-324	69	18	removed	remove	VERB
ertr-324	69	19	.	.	PUNCT
ertr-324	70	1	trajectories	trajectory	NOUN
ertr-324	70	2	with	with	ADP
ertr-324	70	3	large	large	ADJ
ertr-324	70	4	errors	error	NOUN
ertr-324	70	5	are	be	AUX
ertr-324	70	6	considered	consider	VERB
ertr-324	70	7	to	to	PART
ertr-324	70	8	have	have	VERB
ertr-324	70	9	sudden	sudden	ADJ
ertr-324	70	10	changing	change	VERB
ertr-324	70	11	speed	speed	NOUN
ertr-324	70	12	.	.	PUNCT
ertr-324	71	1	the	the	DET
ertr-324	71	2	tourists	tourist	NOUN
ertr-324	71	3	’	'	PUNCT
ertr-324	71	4	speeds	speed	NOUN
ertr-324	71	5	depend	depend	VERB
ertr-324	71	6	on	on	ADP
ertr-324	71	7	their	their	PRON
ertr-324	71	8	mode	mode	NOUN
ertr-324	71	9	of	of	ADP
ertr-324	71	10	transportation	transportation	NOUN
ertr-324	71	11	.	.	PUNCT
ertr-324	72	1	however	however	ADV
ertr-324	72	2	,	,	PUNCT
ertr-324	72	3	measurement	measurement	NOUN
ertr-324	72	4	errors	error	NOUN
ertr-324	72	5	cause	cause	VERB
ertr-324	72	6	larger	large	ADJ
ertr-324	72	7	speed	speed	NOUN
ertr-324	72	8	changes	change	NOUN
ertr-324	72	9	than	than	ADP
ertr-324	72	10	any	any	DET
ertr-324	72	11	transportation	transportation	NOUN
ertr-324	72	12	.	.	PUNCT
ertr-324	73	1	for	for	ADP
ertr-324	73	2	this	this	DET
ertr-324	73	3	reason	reason	NOUN
ertr-324	73	4	,	,	PUNCT
ertr-324	73	5	the	the	DET
ertr-324	73	6	velocity	velocity	NOUN
ertr-324	73	7	v	v	NOUN
ertr-324	73	8	is	be	AUX
ertr-324	73	9	added	add	VERB
ertr-324	73	10	to	to	ADP
ertr-324	73	11	trajectory	trajectory	NOUN
ertr-324	73	12	points	point	NOUN
ertr-324	73	13	obtained	obtain	VERB
ertr-324	73	14	from	from	ADP
ertr-324	73	15	latitudes	latitude	NOUN
ertr-324	73	16	and	and	CCONJ
ertr-324	73	17	longitudes	longitude	NOUN
ertr-324	73	18	and	and	CCONJ
ertr-324	73	19	the	the	DET
ertr-324	73	20	points	point	NOUN
ertr-324	73	21	are	be	AUX
ertr-324	73	22	removed	remove	VERB
ertr-324	73	23	,	,	PUNCT
ertr-324	73	24	where	where	SCONJ
ertr-324	73	25	v	v	NOUN
ertr-324	73	26	is	be	AUX
ertr-324	73	27	larger	large	ADJ
ertr-324	73	28	than	than	ADP
ertr-324	73	29	the	the	DET
ertr-324	73	30	threshold	threshold	NOUN
ertr-324	73	31	ve	ve	VERB
ertr-324	73	32	as	as	ADP
ertr-324	73	33	an	an	DET
ertr-324	73	34	error	error	NOUN
ertr-324	73	35	.	.	PUNCT
ertr-324	74	1	extraction	extraction	NOUN
ertr-324	74	2	of	of	ADP
ertr-324	74	3	concentration	concentration	NOUN
ertr-324	74	4	point	point	NOUN
ertr-324	74	5	.	.	PUNCT
ertr-324	75	1	there	there	PRON
ertr-324	75	2	are	be	VERB
ertr-324	75	3	two	two	NUM
ertr-324	75	4	patterns	pattern	NOUN
ertr-324	75	5	in	in	ADP
ertr-324	75	6	which	which	PRON
ertr-324	75	7	tourists	tourist	NOUN
ertr-324	75	8	decrease	decrease	VERB
ertr-324	75	9	their	their	PRON
ertr-324	75	10	speed	speed	NOUN
ertr-324	75	11	for	for	ADP
ertr-324	75	12	prolonged	prolonged	ADJ
ertr-324	75	13	periods	period	NOUN
ertr-324	75	14	;	;	PUNCT
ertr-324	75	15	for	for	ADP
ertr-324	75	16	sightseeing	sightseeing	NOUN
ertr-324	75	17	and	and	CCONJ
ertr-324	75	18	for	for	ADP
ertr-324	75	19	transit	transit	NOUN
ertr-324	75	20	.	.	PUNCT
ertr-324	76	1	they	they	PRON
ertr-324	76	2	are	be	AUX
ertr-324	76	3	extracted	extract	VERB
ertr-324	76	4	as	as	ADP
ertr-324	76	5	staying	staying	NOUN
ertr-324	76	6	points	point	NOUN
ertr-324	76	7	.	.	PUNCT
ertr-324	77	1	temporary	temporary	ADJ
ertr-324	77	2	stopping	stopping	NOUN
ertr-324	77	3	is	be	AUX
ertr-324	77	4	shorter	short	ADJ
ertr-324	77	5	than	than	ADP
ertr-324	77	6	sightseeing	sightseeing	NOUN
ertr-324	77	7	and	and	CCONJ
ertr-324	77	8	transit	transit	NOUN
ertr-324	77	9	.	.	PUNCT
ertr-324	78	1	in	in	ADP
ertr-324	78	2	this	this	DET
ertr-324	78	3	research	research	NOUN
ertr-324	78	4	,	,	PUNCT
ertr-324	78	5	ts	ts	X
ertr-324	78	6	is	be	AUX
ertr-324	78	7	defined	define	VERB
ertr-324	78	8	as	as	ADP
ertr-324	78	9	the	the	DET
ertr-324	78	10	longest	long	ADJ
ertr-324	78	11	time	time	NOUN
ertr-324	78	12	of	of	ADP
ertr-324	78	13	temporary	temporary	ADJ
ertr-324	78	14	stopping	stopping	NOUN
ertr-324	78	15	and	and	CCONJ
ertr-324	78	16	vs	vs	ADP
ertr-324	78	17	as	as	ADP
ertr-324	78	18	the	the	DET
ertr-324	78	19	maximum	maximum	ADJ
ertr-324	78	20	speed	speed	NOUN
ertr-324	78	21	in	in	ADP
ertr-324	78	22	sightseeing	sightseeing	NOUN
ertr-324	78	23	and	and	CCONJ
ertr-324	78	24	transit	transit	NOUN
ertr-324	78	25	.	.	PUNCT
ertr-324	79	1	when	when	SCONJ
ertr-324	79	2	v	v	NOUN
ertr-324	79	3	is	be	AUX
ertr-324	79	4	less	less	ADJ
ertr-324	79	5	than	than	ADP
ertr-324	79	6	vs	vs	ADP
ertr-324	79	7	continuously	continuously	ADV
ertr-324	79	8	for	for	ADP
ertr-324	79	9	more	more	ADJ
ertr-324	79	10	than	than	ADP
ertr-324	79	11	ts	ts	PROPN
ertr-324	79	12	,	,	PUNCT
ertr-324	79	13	the	the	DET
ertr-324	79	14	points	point	NOUN
ertr-324	79	15	therebetween	therebetween	VERB
ertr-324	79	16	are	be	AUX
ertr-324	79	17	extracted	extract	VERB
ertr-324	79	18	as	as	ADP
ertr-324	79	19	a	a	DET
ertr-324	79	20	staying	staying	NOUN
ertr-324	79	21	point	point	NOUN
ertr-324	79	22	.	.	PUNCT
ertr-324	80	1	next	next	ADJ
ertr-324	80	2	,	,	PUNCT
ertr-324	80	3	tourist	tourist	NOUN
ertr-324	80	4	concentration	concentration	NOUN
ertr-324	80	5	points	point	NOUN
ertr-324	80	6	are	be	AUX
ertr-324	80	7	obtained	obtain	VERB
ertr-324	80	8	by	by	ADP
ertr-324	80	9	clustering	cluster	VERB
ertr-324	80	10	e	e	NOUN
ertr-324	80	11	-	-	NOUN
ertr-324	80	12	review	review	NOUN
ertr-324	80	13	of	of	ADP
ertr-324	80	14	tourism	tourism	NOUN
ertr-324	80	15	research	research	NOUN
ertr-324	80	16	(	(	PUNCT
ertr-324	80	17	ertr	ertr	NOUN
ertr-324	80	18	)	)	PUNCT
ertr-324	80	19	,	,	PUNCT
ertr-324	80	20	vol	vol	NOUN
ertr-324	80	21	.	.	PROPN
ertr-324	81	1	16	16	NUM
ertr-324	81	2	,	,	PUNCT
ertr-324	81	3	no	no	INTJ
ertr-324	81	4	.	.	PUNCT
ertr-324	82	1	2/3	2/3	NUM
ertr-324	82	2	,	,	PUNCT
ertr-324	82	3	2019	2019	NUM
ertr-324	82	4	http://ertr.tamu.edu	http://ertr.tamu.edu	NOUN
ertr-324	82	5	120	120	NUM
ertr-324	82	6	staying	staying	NOUN
ertr-324	82	7	points	point	NOUN
ertr-324	82	8	by	by	ADP
ertr-324	82	9	the	the	DET
ertr-324	82	10	mean	mean	ADJ
ertr-324	82	11	-	-	PUNCT
ertr-324	82	12	shift	shift	NOUN
ertr-324	82	13	method	method	NOUN
ertr-324	82	14	.	.	PUNCT
ertr-324	83	1	the	the	DET
ertr-324	83	2	tourist	tourist	NOUN
ertr-324	83	3	concentration	concentration	NOUN
ertr-324	83	4	point	point	NOUN
ertr-324	83	5	c	c	NOUN
ertr-324	83	6	is	be	AUX
ertr-324	83	7	defined	define	VERB
ertr-324	83	8	as	as	ADP
ertr-324	83	9	the	the	DET
ertr-324	83	10	centres	centre	NOUN
ertr-324	83	11	of	of	ADP
ertr-324	83	12	gravity	gravity	NOUN
ertr-324	83	13	of	of	ADP
ertr-324	83	14	each	each	DET
ertr-324	83	15	cluster	cluster	NOUN
ertr-324	83	16	.	.	PUNCT
ertr-324	84	1	classification	classification	NOUN
ertr-324	84	2	of	of	ADP
ertr-324	84	3	concentration	concentration	NOUN
ertr-324	84	4	points	point	NOUN
ertr-324	84	5	.	.	PUNCT
ertr-324	85	1	at	at	ADP
ertr-324	85	2	first	first	ADV
ertr-324	85	3	,	,	PUNCT
ertr-324	85	4	a	a	DET
ertr-324	85	5	concentration	concentration	NOUN
ertr-324	85	6	point	point	NOUN
ertr-324	85	7	’s	’s	PART
ertr-324	85	8	area	area	NOUN
ertr-324	85	9	s	s	VERB
ertr-324	85	10	is	be	AUX
ertr-324	85	11	defined	define	VERB
ertr-324	85	12	as	as	ADP
ertr-324	85	13	divined	divine	VERB
ertr-324	85	14	area	area	NOUN
ertr-324	85	15	using	use	VERB
ertr-324	85	16	concentration	concentration	NOUN
ertr-324	85	17	points	point	NOUN
ertr-324	85	18	and	and	CCONJ
ertr-324	85	19	a	a	DET
ertr-324	85	20	voronoi	voronoi	ADJ
ertr-324	85	21	decomposition	decomposition	NOUN
ertr-324	85	22	.	.	PUNCT
ertr-324	86	1	we	we	PRON
ertr-324	86	2	define	define	VERB
ertr-324	86	3	iwalk	iwalk	NOUN
ertr-324	86	4	as	as	ADP
ertr-324	86	5	the	the	DET
ertr-324	86	6	area	area	NOUN
ertr-324	86	7	that	that	PRON
ertr-324	86	8	tourists	tourist	NOUN
ertr-324	86	9	can	can	AUX
ertr-324	86	10	enter	enter	VERB
ertr-324	86	11	on	on	ADP
ertr-324	86	12	foot	foot	NOUN
ertr-324	86	13	in	in	ADP
ertr-324	86	14	s	s	PRON
ertr-324	86	15	and	and	CCONJ
ertr-324	86	16	itrans	itran	NOUN
ertr-324	86	17	as	as	ADP
ertr-324	86	18	the	the	DET
ertr-324	86	19	area	area	NOUN
ertr-324	86	20	that	that	PRON
ertr-324	86	21	tourist	tourist	NOUN
ertr-324	86	22	can	can	AUX
ertr-324	86	23	enter	enter	VERB
ertr-324	86	24	using	use	VERB
ertr-324	86	25	vehicles	vehicle	NOUN
ertr-324	86	26	in	in	ADP
ertr-324	86	27	s	s	PROPN
ertr-324	86	28	,	,	PUNCT
ertr-324	86	29	iall	iall	ADV
ertr-324	86	30	as	as	ADP
ertr-324	86	31	a	a	DET
ertr-324	86	32	union	union	NOUN
ertr-324	86	33	of	of	ADP
ertr-324	86	34	iwalk	iwalk	NOUN
ertr-324	86	35	and	and	CCONJ
ertr-324	86	36	itrans	itran	NOUN
ertr-324	86	37	(	(	PUNCT
ertr-324	86	38	see	see	VERB
ertr-324	86	39	figure	figure	NOUN
ertr-324	86	40	2	2	NUM
ertr-324	86	41	)	)	PUNCT
ertr-324	86	42	.	.	PUNCT
ertr-324	87	1	it	it	PRON
ertr-324	87	2	is	be	AUX
ertr-324	87	3	supposed	suppose	VERB
ertr-324	87	4	that	that	SCONJ
ertr-324	87	5	the	the	DET
ertr-324	87	6	ratio	ratio	NOUN
ertr-324	87	7	of	of	ADP
ertr-324	87	8	the	the	DET
ertr-324	87	9	area	area	NOUN
ertr-324	87	10	occupied	occupy	VERB
ertr-324	87	11	by	by	ADP
ertr-324	87	12	itrans	itran	NOUN
ertr-324	87	13	in	in	ADP
ertr-324	87	14	iall	iall	PROPN
ertr-324	87	15	is	be	AUX
ertr-324	87	16	small	small	ADJ
ertr-324	87	17	in	in	ADP
ertr-324	87	18	sightseeing	sightseeing	NOUN
ertr-324	87	19	spots	spot	NOUN
ertr-324	87	20	and	and	CCONJ
ertr-324	87	21	large	large	ADJ
ertr-324	87	22	in	in	ADP
ertr-324	87	23	transit	transit	NOUN
ertr-324	87	24	spots	spot	NOUN
ertr-324	87	25	.	.	PUNCT
ertr-324	88	1	concentration	concentration	NOUN
ertr-324	88	2	points	point	NOUN
ertr-324	88	3	are	be	AUX
ertr-324	88	4	classified	classify	VERB
ertr-324	88	5	using	use	VERB
ertr-324	88	6	this	this	DET
ertr-324	88	7	assumption	assumption	NOUN
ertr-324	88	8	.	.	PUNCT
ertr-324	89	1	to	to	PART
ertr-324	89	2	obtain	obtain	VERB
ertr-324	89	3	the	the	DET
ertr-324	89	4	area	area	NOUN
ertr-324	89	5	of	of	ADP
ertr-324	89	6	iwalk	iwalk	NOUN
ertr-324	89	7	and	and	CCONJ
ertr-324	89	8	itrans	itran	NOUN
ertr-324	89	9	,	,	PUNCT
ertr-324	89	10	images	image	NOUN
ertr-324	89	11	of	of	ADP
ertr-324	89	12	iwalk	iwalk	NOUN
ertr-324	89	13	and	and	CCONJ
ertr-324	89	14	itrans	itran	NOUN
ertr-324	89	15	are	be	AUX
ertr-324	89	16	constructed	construct	VERB
ertr-324	89	17	using	use	VERB
ertr-324	89	18	tourists	tourist	NOUN
ertr-324	89	19	’	'	PUNCT
ertr-324	89	20	speeds	speed	NOUN
ertr-324	89	21	.	.	PUNCT
ertr-324	90	1	at	at	ADP
ertr-324	90	2	first	first	ADV
ertr-324	90	3	,	,	PUNCT
ertr-324	90	4	it	it	PRON
ertr-324	90	5	is	be	AUX
ertr-324	90	6	assumed	assume	VERB
ertr-324	90	7	that	that	SCONJ
ertr-324	90	8	points	point	NOUN
ertr-324	90	9	in	in	ADP
ertr-324	90	10	the	the	DET
ertr-324	90	11	trajectory	trajectory	NOUN
ertr-324	90	12	are	be	AUX
ertr-324	90	13	“	"	PUNCT
ertr-324	90	14	walking	walk	VERB
ertr-324	90	15	points	point	NOUN
ertr-324	90	16	”	"	PUNCT
ertr-324	90	17	if	if	SCONJ
ertr-324	90	18	the	the	DET
ertr-324	90	19	speed	speed	NOUN
ertr-324	90	20	is	be	AUX
ertr-324	90	21	lower	low	ADJ
ertr-324	90	22	than	than	ADP
ertr-324	90	23	vw	vw	PROPN
ertr-324	90	24	and	and	CCONJ
ertr-324	90	25	a	a	DET
ertr-324	90	26	“	"	PUNCT
ertr-324	90	27	riding	riding	NOUN
ertr-324	90	28	point	point	NOUN
ertr-324	90	29	”	"	PUNCT
ertr-324	90	30	if	if	SCONJ
ertr-324	90	31	the	the	DET
ertr-324	90	32	speed	speed	NOUN
ertr-324	90	33	is	be	AUX
ertr-324	90	34	higher	high	ADJ
ertr-324	90	35	than	than	ADP
ertr-324	90	36	vw	vw	PROPN
ertr-324	90	37	.	.	PUNCT
ertr-324	91	1	next	next	ADJ
ertr-324	91	2	,	,	PUNCT
ertr-324	91	3	heat	heat	NOUN
ertr-324	91	4	map	map	NOUN
ertr-324	91	5	images	image	NOUN
ertr-324	91	6	of	of	ADP
ertr-324	91	7	“	"	PUNCT
ertr-324	91	8	walking	walking	NOUN
ertr-324	91	9	points	point	NOUN
ertr-324	91	10	”	"	PUNCT
ertr-324	91	11	and	and	CCONJ
ertr-324	91	12	“	"	PUNCT
ertr-324	91	13	riding	ride	VERB
ertr-324	91	14	point	point	NOUN
ertr-324	91	15	”	"	PUNCT
ertr-324	91	16	are	be	AUX
ertr-324	91	17	constructed	construct	VERB
ertr-324	91	18	and	and	CCONJ
ertr-324	91	19	binary	binary	ADJ
ertr-324	91	20	images	image	NOUN
ertr-324	91	21	from	from	ADP
ertr-324	91	22	heat	heat	NOUN
ertr-324	91	23	map	map	NOUN
ertr-324	91	24	images	image	NOUN
ertr-324	91	25	for	for	ADP
ertr-324	91	26	every	every	DET
ertr-324	91	27	concentration	concentration	NOUN
ertr-324	91	28	point	point	NOUN
ertr-324	91	29	.	.	PUNCT
ertr-324	92	1	these	these	DET
ertr-324	92	2	binary	binary	ADJ
ertr-324	92	3	images	image	NOUN
ertr-324	92	4	are	be	AUX
ertr-324	92	5	called	call	VERB
ertr-324	92	6	icwalk	icwalk	NOUN
ertr-324	92	7	and	and	CCONJ
ertr-324	92	8	ictrans	ictran	NOUN
ertr-324	92	9	.	.	PUNCT
ertr-324	93	1	at	at	ADP
ertr-324	93	2	last	last	ADJ
ertr-324	93	3	,	,	PUNCT
ertr-324	93	4	feature	feature	NOUN
ertr-324	93	5	value	value	NOUN
ertr-324	93	6	rc	rc	PROPN
ertr-324	93	7	is	be	AUX
ertr-324	93	8	defined	define	VERB
ertr-324	93	9	as	as	ADP
ertr-324	93	10	:	:	PUNCT
ertr-324	93	11	𝑅	𝑅	NOUN
ertr-324	93	12	"	"	PUNCT
ertr-324	93	13	=	=	SYM
ertr-324	93	14	𝑁(𝐼'()*+	𝑁(𝐼'()*+	NOUN
ertr-324	93	15	"	"	PUNCT
ertr-324	93	16	)	)	PUNCT
ertr-324	93	17	𝑁(𝐼)--	𝑁(𝐼)--	NOUN
ertr-324	93	18	"	"	PUNCT
ertr-324	93	19	)	)	PUNCT
ertr-324	93	20	where	where	SCONJ
ertr-324	93	21	n(i	n(i	NOUN
ertr-324	93	22	)	)	PUNCT
ertr-324	93	23	is	be	AUX
ertr-324	93	24	the	the	DET
ertr-324	93	25	number	number	NOUN
ertr-324	93	26	of	of	ADP
ertr-324	93	27	black	black	ADJ
ertr-324	93	28	pixels	pixel	NOUN
ertr-324	93	29	in	in	ADP
ertr-324	93	30	i.	i.	PROPN
ertr-324	93	31	icall	icall	PROPN
ertr-324	93	32	is	be	AUX
ertr-324	93	33	the	the	DET
ertr-324	93	34	union	union	NOUN
ertr-324	93	35	of	of	ADP
ertr-324	93	36	icwalk	icwalk	NOUN
ertr-324	93	37	and	and	CCONJ
ertr-324	93	38	ictrans	ictran	NOUN
ertr-324	93	39	.	.	PUNCT
ertr-324	94	1	if	if	SCONJ
ertr-324	94	2	rc	rc	PROPN
ertr-324	94	3	is	be	AUX
ertr-324	94	4	smaller	small	ADJ
ertr-324	94	5	than	than	ADP
ertr-324	94	6	rτ	rτ	NOUN
ertr-324	94	7	,	,	PUNCT
ertr-324	94	8	the	the	DET
ertr-324	94	9	concentration	concentration	NOUN
ertr-324	94	10	point	point	NOUN
ertr-324	94	11	is	be	AUX
ertr-324	94	12	classified	classify	VERB
ertr-324	94	13	as	as	ADP
ertr-324	94	14	a	a	DET
ertr-324	94	15	sightseeing	sightseeing	NOUN
ertr-324	94	16	spot	spot	NOUN
ertr-324	94	17	.	.	PUNCT
ertr-324	95	1	if	if	SCONJ
ertr-324	95	2	rc	rc	PROPN
ertr-324	95	3	is	be	AUX
ertr-324	95	4	larger	large	ADJ
ertr-324	95	5	than	than	ADP
ertr-324	95	6	rc	rc	PROPN
ertr-324	95	7	,	,	PUNCT
ertr-324	95	8	the	the	DET
ertr-324	95	9	concentration	concentration	NOUN
ertr-324	95	10	point	point	NOUN
ertr-324	95	11	is	be	AUX
ertr-324	95	12	a	a	DET
ertr-324	95	13	transit	transit	NOUN
ertr-324	95	14	spot	spot	NOUN
ertr-324	95	15	.	.	PUNCT
ertr-324	96	1	(	(	PUNCT
ertr-324	96	2	a	a	X
ertr-324	96	3	)	)	PUNCT
ertr-324	96	4	map	map	NOUN
ertr-324	96	5	and	and	CCONJ
ertr-324	96	6	trajectories	trajectory	NOUN
ertr-324	96	7	(	(	PUNCT
ertr-324	96	8	b	b	NOUN
ertr-324	96	9	)	)	PUNCT
ertr-324	96	10	itrans	itran	NOUN
ertr-324	96	11	and	and	CCONJ
ertr-324	96	12	iwalk	iwalk	VERB
ertr-324	96	13	figure	figure	NOUN
ertr-324	96	14	2	2	NUM
ertr-324	96	15	.	.	NOUN
ertr-324	96	16	example	example	NOUN
ertr-324	96	17	of	of	ADP
ertr-324	96	18	itrans	itran	NOUN
ertr-324	96	19	and	and	CCONJ
ertr-324	96	20	iwalk	iwalk	VERB
ertr-324	96	21	e	e	NOUN
ertr-324	96	22	-	-	NOUN
ertr-324	96	23	review	review	NOUN
ertr-324	96	24	of	of	ADP
ertr-324	96	25	tourism	tourism	NOUN
ertr-324	96	26	research	research	NOUN
ertr-324	96	27	(	(	PUNCT
ertr-324	96	28	ertr	ertr	NOUN
ertr-324	96	29	)	)	PUNCT
ertr-324	96	30	,	,	PUNCT
ertr-324	96	31	vol	vol	NOUN
ertr-324	96	32	.	.	PROPN
ertr-324	97	1	16	16	NUM
ertr-324	97	2	,	,	PUNCT
ertr-324	97	3	no	no	INTJ
ertr-324	97	4	.	.	PUNCT
ertr-324	98	1	2/3	2/3	NUM
ertr-324	98	2	,	,	PUNCT
ertr-324	98	3	2019	2019	NUM
ertr-324	98	4	http://ertr.tamu.edu	http://ertr.tamu.edu	NOUN
ertr-324	98	5	121	121	NUM
ertr-324	98	6	construction	construction	NOUN
ertr-324	98	7	of	of	ADP
ertr-324	98	8	the	the	DET
ertr-324	98	9	tourist	tourist	NOUN
ertr-324	98	10	transition	transition	NOUN
ertr-324	98	11	model	model	NOUN
ertr-324	98	12	construction	construction	NOUN
ertr-324	98	13	of	of	ADP
ertr-324	98	14	the	the	DET
ertr-324	98	15	tourist	tourist	NOUN
ertr-324	98	16	transition	transition	NOUN
ertr-324	98	17	network	network	NOUN
ertr-324	98	18	.	.	PUNCT
ertr-324	99	1	at	at	ADP
ertr-324	99	2	first	first	ADV
ertr-324	99	3	,	,	PUNCT
ertr-324	99	4	the	the	DET
ertr-324	99	5	concentration	concentration	NOUN
ertr-324	99	6	point	point	NOUN
ertr-324	99	7	network	network	NOUN
ertr-324	99	8	is	be	AUX
ertr-324	99	9	constructed	construct	VERB
ertr-324	99	10	,	,	PUNCT
ertr-324	99	11	which	which	PRON
ertr-324	99	12	is	be	AUX
ertr-324	99	13	a	a	DET
ertr-324	99	14	directed	direct	VERB
ertr-324	99	15	weighted	weight	VERB
ertr-324	99	16	network	network	NOUN
ertr-324	99	17	that	that	PRON
ertr-324	99	18	has	have	VERB
ertr-324	99	19	concentration	concentration	NOUN
ertr-324	99	20	points	point	NOUN
ertr-324	99	21	as	as	ADP
ertr-324	99	22	nodes	node	NOUN
ertr-324	99	23	and	and	CCONJ
ertr-324	99	24	edges	edge	NOUN
ertr-324	99	25	between	between	ADP
ertr-324	99	26	them	they	PRON
ertr-324	99	27	if	if	SCONJ
ertr-324	99	28	transitions	transition	NOUN
ertr-324	99	29	between	between	ADP
ertr-324	99	30	the	the	DET
ertr-324	99	31	concentration	concentration	NOUN
ertr-324	99	32	points	point	NOUN
ertr-324	99	33	are	be	AUX
ertr-324	99	34	in	in	ADP
ertr-324	99	35	trajectories	trajectory	NOUN
ertr-324	99	36	.	.	PUNCT
ertr-324	100	1	the	the	DET
ertr-324	100	2	edge	edge	NOUN
ertr-324	100	3	weight	weight	NOUN
ertr-324	100	4	pi	pi	NOUN
ertr-324	100	5	,	,	PUNCT
ertr-324	100	6	j	j	PROPN
ertr-324	100	7	is	be	AUX
ertr-324	100	8	the	the	DET
ertr-324	100	9	ratio	ratio	NOUN
ertr-324	100	10	of	of	ADP
ertr-324	100	11	the	the	DET
ertr-324	100	12	transition	transition	NOUN
ertr-324	100	13	from	from	ADP
ertr-324	100	14	the	the	DET
ertr-324	100	15	tourist	tourist	NOUN
ertr-324	100	16	concentration	concentration	NOUN
ertr-324	100	17	point	point	NOUN
ertr-324	100	18	i	i	PRON
ertr-324	100	19	to	to	ADP
ertr-324	100	20	the	the	DET
ertr-324	100	21	tourist	tourist	NOUN
ertr-324	100	22	concentration	concentration	NOUN
ertr-324	100	23	point	point	NOUN
ertr-324	100	24	j.	j.	PROPN
ertr-324	100	25	we	we	PRON
ertr-324	100	26	define	define	VERB
ertr-324	100	27	pi	pi	PROPN
ertr-324	100	28	,	,	PUNCT
ertr-324	100	29	j	j	PROPN
ertr-324	100	30	as	as	ADP
ertr-324	100	31	the	the	DET
ertr-324	100	32	probability	probability	NOUN
ertr-324	100	33	of	of	ADP
ertr-324	100	34	direct	direct	ADJ
ertr-324	100	35	transitions	transition	NOUN
ertr-324	100	36	from	from	ADP
ertr-324	100	37	node	node	PROPN
ertr-324	100	38	i	i	PRON
ertr-324	100	39	to	to	PART
ertr-324	100	40	node	node	VERB
ertr-324	100	41	j.	j.	PROPN
ertr-324	100	42	next	next	PROPN
ertr-324	100	43	,	,	PUNCT
ertr-324	100	44	the	the	DET
ertr-324	100	45	tourist	tourist	NOUN
ertr-324	100	46	transition	transition	NOUN
ertr-324	100	47	network	network	NOUN
ertr-324	100	48	is	be	AUX
ertr-324	100	49	constructed	construct	VERB
ertr-324	100	50	.	.	PUNCT
ertr-324	101	1	tourists	tourist	NOUN
ertr-324	101	2	do	do	AUX
ertr-324	101	3	n’t	not	PART
ertr-324	101	4	use	use	VERB
ertr-324	101	5	only	only	ADV
ertr-324	101	6	the	the	DET
ertr-324	101	7	shortest	short	ADJ
ertr-324	101	8	path	path	NOUN
ertr-324	101	9	.	.	PUNCT
ertr-324	102	1	therefore	therefore	ADV
ertr-324	102	2	,	,	PUNCT
ertr-324	102	3	the	the	DET
ertr-324	102	4	probability	probability	NOUN
ertr-324	102	5	of	of	ADP
ertr-324	102	6	transition	transition	NOUN
ertr-324	102	7	from	from	ADP
ertr-324	102	8	node	node	PROPN
ertr-324	102	9	i	i	PRON
ertr-324	102	10	to	to	PART
ertr-324	102	11	node	node	VERB
ertr-324	102	12	j	j	PROPN
ertr-324	102	13	,	,	PUNCT
ertr-324	102	14	pi→j	pi→j	ADV
ertr-324	102	15	is	be	AUX
ertr-324	102	16	defined	define	VERB
ertr-324	102	17	as	as	ADP
ertr-324	102	18	:	:	PUNCT
ertr-324	102	19	𝑝/→1	𝑝/→1	ADJ
ertr-324	102	20	=	=	NOUN
ertr-324	102	21	𝛼/	𝛼/	X
ertr-324	102	22	3	3	NUM
ertr-324	102	23	4	4	NUM
ertr-324	102	24	𝑀	𝑀	PROPN
ertr-324	102	25	(	(	PUNCT
ertr-324	102	26	-67	-67	X
ertr-324	102	27	(	(	PUNCT
ertr-324	102	28	896,7	896,7	NOUN
ertr-324	102	29	;	;	PUNCT
ertr-324	102	30	/,1	/,1	PUNCT
ertr-324	102	31	where	where	SCONJ
ertr-324	102	32	m	m	NOUN
ertr-324	102	33	is	be	AUX
ertr-324	102	34	a	a	DET
ertr-324	102	35	matrix	matrix	NOUN
ertr-324	102	36	m	m	NOUN
ertr-324	102	37	=	=	PUNCT
ertr-324	102	38	(	(	PUNCT
ertr-324	102	39	pi	pi	PROPN
ertr-324	102	40	,	,	PUNCT
ertr-324	102	41	j	j	PROPN
ertr-324	102	42	)	)	PUNCT
ertr-324	102	43	,	,	PUNCT
ertr-324	102	44	di	di	PROPN
ertr-324	102	45	,	,	PUNCT
ertr-324	102	46	j	j	PROPN
ertr-324	102	47	is	be	AUX
ertr-324	102	48	the	the	DET
ertr-324	102	49	number	number	NOUN
ertr-324	102	50	of	of	ADP
ertr-324	102	51	nodes	node	NOUN
ertr-324	102	52	of	of	ADP
ertr-324	102	53	the	the	DET
ertr-324	102	54	shortest	short	ADJ
ertr-324	102	55	path	path	NOUN
ertr-324	102	56	from	from	ADP
ertr-324	102	57	node	node	PROPN
ertr-324	102	58	i	i	PRON
ertr-324	102	59	to	to	PART
ertr-324	102	60	node	node	VERB
ertr-324	102	61	j	j	PROPN
ertr-324	102	62	and	and	CCONJ
ertr-324	102	63	li	li	PROPN
ertr-324	102	64	,	,	PUNCT
ertr-324	102	65	j	j	PROPN
ertr-324	102	66	the	the	DET
ertr-324	102	67	upper	upper	ADJ
ertr-324	102	68	limit	limit	NOUN
ertr-324	102	69	of	of	ADP
ertr-324	102	70	the	the	DET
ertr-324	102	71	number	number	NOUN
ertr-324	102	72	of	of	ADP
ertr-324	102	73	nodes	node	NOUN
ertr-324	102	74	that	that	PRON
ertr-324	102	75	can	can	AUX
ertr-324	102	76	be	be	AUX
ertr-324	102	77	passed	pass	VERB
ertr-324	102	78	through	through	ADP
ertr-324	102	79	from	from	ADP
ertr-324	102	80	node	node	PROPN
ertr-324	102	81	i	i	PRON
ertr-324	102	82	to	to	PART
ertr-324	102	83	node	node	VERB
ertr-324	102	84	j.	j.	PROPN
ertr-324	102	85	in	in	ADP
ertr-324	102	86	this	this	DET
ertr-324	102	87	research	research	NOUN
ertr-324	102	88	,	,	PUNCT
ertr-324	102	89	li	li	PROPN
ertr-324	102	90	,	,	PUNCT
ertr-324	102	91	j	j	PROPN
ertr-324	102	92	is	be	AUX
ertr-324	102	93	difined	difine	VERB
ertr-324	102	94	as	as	ADP
ertr-324	102	95	𝑙/,1	𝑙/,1	PROPN
ertr-324	102	96	=	=	SYM
ertr-324	102	97	2	2	NUM
ertr-324	102	98	×	×	NOUN
ertr-324	102	99	𝑑/,1	𝑑/,1	PROPN
ertr-324	102	100	and	and	CCONJ
ertr-324	102	101	α	α	NOUN
ertr-324	102	102	is	be	AUX
ertr-324	102	103	the	the	DET
ertr-324	102	104	normalization	normalization	NOUN
ertr-324	102	105	term	term	NOUN
ertr-324	102	106	:	:	PUNCT
ertr-324	102	107	𝛼/	𝛼/	X
ertr-324	103	1	=	=	SYM
ertr-324	103	2	1	1	NUM
ertr-324	103	3	∑	∑	PUNCT
ertr-324	103	4	c∑	c∑	ADP
ertr-324	103	5	𝑀(-6d	𝑀(-6d	PROPN
ertr-324	103	6	(	(	PUNCT
ertr-324	103	7	89{6,d	89{6,d	NUM
ertr-324	103	8	}	}	PUNCT
ertr-324	103	9	g	g	NOUN
ertr-324	103	10	/	/	SYM
ertr-324	103	11	,	,	PUNCT
ertr-324	103	12	"	"	PUNCT
ertr-324	103	13	"	"	PUNCT
ertr-324	103	14	∈i	∈i	ADP
ertr-324	103	15	where	where	SCONJ
ertr-324	103	16	k	k	PROPN
ertr-324	103	17	is	be	AUX
ertr-324	103	18	a	a	DET
ertr-324	103	19	set	set	NOUN
ertr-324	103	20	of	of	ADP
ertr-324	103	21	sightseeing	sightseeing	NOUN
ertr-324	103	22	spots	spot	NOUN
ertr-324	103	23	.	.	PUNCT
ertr-324	104	1	the	the	DET
ertr-324	104	2	tourist	tourist	NOUN
ertr-324	104	3	transition	transition	NOUN
ertr-324	104	4	network	network	NOUN
ertr-324	104	5	is	be	AUX
ertr-324	104	6	defined	define	VERB
ertr-324	104	7	as	as	ADP
ertr-324	104	8	a	a	DET
ertr-324	104	9	network	network	NOUN
ertr-324	104	10	that	that	PRON
ertr-324	104	11	has	have	VERB
ertr-324	104	12	sightseeing	sightseeing	NOUN
ertr-324	104	13	spots	spot	NOUN
ertr-324	104	14	as	as	SCONJ
ertr-324	104	15	nodes	node	NOUN
ertr-324	104	16	and	and	CCONJ
ertr-324	104	17	directed	direct	VERB
ertr-324	104	18	weighted	weight	VERB
ertr-324	104	19	edges	edge	NOUN
ertr-324	104	20	as	as	ADP
ertr-324	104	21	pi→j	pi→j	NOUN
ertr-324	104	22	.	.	PUNCT
ertr-324	105	1	construction	construction	NOUN
ertr-324	105	2	of	of	ADP
ertr-324	105	3	tourist	tourist	NOUN
ertr-324	105	4	transition	transition	NOUN
ertr-324	105	5	model	model	NOUN
ertr-324	105	6	.	.	PUNCT
ertr-324	106	1	a	a	DET
ertr-324	106	2	tourist	tourist	NOUN
ertr-324	106	3	transition	transition	NOUN
ertr-324	106	4	model	model	NOUN
ertr-324	106	5	is	be	AUX
ertr-324	106	6	constructed	construct	VERB
ertr-324	106	7	using	use	VERB
ertr-324	106	8	markov	markov	NOUN
ertr-324	106	9	chains	chain	NOUN
ertr-324	106	10	,	,	PUNCT
ertr-324	106	11	i.e.	i.e.	X
ertr-324	106	12	,	,	PUNCT
ertr-324	106	13	tourists	tourist	NOUN
ertr-324	106	14	’	'	PUNCT
ertr-324	106	15	next	next	ADJ
ertr-324	106	16	destination	destination	NOUN
ertr-324	106	17	depends	depend	VERB
ertr-324	106	18	only	only	ADV
ertr-324	106	19	on	on	ADP
ertr-324	106	20	their	their	PRON
ertr-324	106	21	current	current	ADJ
ertr-324	106	22	spot	spot	NOUN
ertr-324	106	23	.	.	PUNCT
ertr-324	107	1	experiment	experiment	NOUN
ertr-324	107	2	preprocessing	preprocessing	NOUN
ertr-324	107	3	.	.	PUNCT
ertr-324	108	1	our	our	PRON
ertr-324	108	2	experiment	experiment	NOUN
ertr-324	108	3	is	be	AUX
ertr-324	108	4	based	base	VERB
ertr-324	108	5	on	on	ADP
ertr-324	108	6	the	the	DET
ertr-324	108	7	579	579	NUM
ertr-324	108	8	school	school	NOUN
ertr-324	108	9	trip	trip	NOUN
ertr-324	108	10	excursion	excursion	NOUN
ertr-324	108	11	trajectory	trajectory	NOUN
ertr-324	108	12	dataset	dataset	NOUN
ertr-324	108	13	collected	collect	VERB
ertr-324	108	14	by	by	ADP
ertr-324	108	15	kasahara	kasahara	PROPN
ertr-324	108	16	(	(	PUNCT
ertr-324	108	17	2015	2015	NUM
ertr-324	108	18	)	)	PUNCT
ertr-324	108	19	.	.	PUNCT
ertr-324	109	1	trajectories	trajectory	NOUN
ertr-324	109	2	are	be	AUX
ertr-324	109	3	obtained	obtain	VERB
ertr-324	109	4	by	by	ADP
ertr-324	109	5	an	an	DET
ertr-324	109	6	application	application	NOUN
ertr-324	109	7	installed	instal	VERB
ertr-324	109	8	in	in	ADP
ertr-324	109	9	a	a	DET
ertr-324	109	10	gps	gps	NOUN
ertr-324	109	11	unit	unit	NOUN
ertr-324	109	12	during	during	ADP
ertr-324	109	13	a	a	DET
ertr-324	109	14	day	day	NOUN
ertr-324	109	15	at	at	ADP
ertr-324	109	16	a	a	DET
ertr-324	109	17	one	one	NUM
ertr-324	109	18	-	-	PUNCT
ertr-324	109	19	second	second	NOUN
ertr-324	109	20	interval	interval	NOUN
ertr-324	109	21	in	in	ADP
ertr-324	109	22	december	december	PROPN
ertr-324	109	23	2015	2015	NUM
ertr-324	109	24	.	.	PUNCT
ertr-324	110	1	the	the	DET
ertr-324	110	2	experiment	experiment	NOUN
ertr-324	110	3	area	area	NOUN
ertr-324	110	4	was	be	AUX
ertr-324	110	5	e	e	NOUN
ertr-324	110	6	-	-	NOUN
ertr-324	110	7	review	review	NOUN
ertr-324	110	8	of	of	ADP
ertr-324	110	9	tourism	tourism	NOUN
ertr-324	110	10	research	research	NOUN
ertr-324	110	11	(	(	PUNCT
ertr-324	110	12	ertr	ertr	NOUN
ertr-324	110	13	)	)	PUNCT
ertr-324	110	14	,	,	PUNCT
ertr-324	110	15	vol	vol	NOUN
ertr-324	110	16	.	.	PROPN
ertr-324	111	1	16	16	NUM
ertr-324	111	2	,	,	PUNCT
ertr-324	111	3	no	no	INTJ
ertr-324	111	4	.	.	PUNCT
ertr-324	112	1	2/3	2/3	NUM
ertr-324	112	2	,	,	PUNCT
ertr-324	112	3	2019	2019	NUM
ertr-324	112	4	http://ertr.tamu.edu	http://ertr.tamu.edu	NOUN
ertr-324	112	5	122	122	NUM
ertr-324	112	6	set	set	VERB
ertr-324	112	7	to	to	ADP
ertr-324	112	8	a	a	DET
ertr-324	112	9	latitude	latitude	NOUN
ertr-324	112	10	of	of	ADP
ertr-324	112	11	34.80	34.80	NUM
ertr-324	112	12	degrees	degree	NOUN
ertr-324	112	13	or	or	CCONJ
ertr-324	112	14	more	more	ADJ
ertr-324	112	15	to	to	ADP
ertr-324	112	16	35.15	35.15	NUM
ertr-324	112	17	degrees	degree	NOUN
ertr-324	112	18	or	or	CCONJ
ertr-324	112	19	less	less	ADJ
ertr-324	112	20	,	,	PUNCT
ertr-324	112	21	and	and	CCONJ
ertr-324	112	22	a	a	DET
ertr-324	112	23	longitude	longitude	ADJ
ertr-324	112	24	135.65	135.65	NUM
ertr-324	112	25	degrees	degree	NOUN
ertr-324	112	26	or	or	CCONJ
ertr-324	112	27	more	more	ADJ
ertr-324	112	28	to	to	ADP
ertr-324	112	29	135.85	135.85	NUM
ertr-324	112	30	degrees	degree	NOUN
ertr-324	112	31	or	or	CCONJ
ertr-324	112	32	less	less	ADJ
ertr-324	112	33	in	in	ADP
ertr-324	112	34	order	order	NOUN
ertr-324	112	35	to	to	PART
ertr-324	112	36	make	make	VERB
ertr-324	112	37	it	it	PRON
ertr-324	112	38	around	around	ADP
ertr-324	112	39	kyoto	kyoto	PROPN
ertr-324	112	40	city	city	PROPN
ertr-324	112	41	,	,	PUNCT
ertr-324	112	42	where	where	SCONJ
ertr-324	112	43	the	the	DET
ertr-324	112	44	school	school	NOUN
ertr-324	112	45	excursion	excursion	NOUN
ertr-324	112	46	was	be	AUX
ertr-324	112	47	held	hold	VERB
ertr-324	112	48	.	.	PUNCT
ertr-324	113	1	the	the	DET
ertr-324	113	2	threshold	threshold	NOUN
ertr-324	113	3	value	value	NOUN
ertr-324	113	4	to	to	PART
ertr-324	113	5	eliminate	eliminate	VERB
ertr-324	113	6	outliers	outlier	NOUN
ertr-324	113	7	ve	ve	AUX
ertr-324	113	8	was	be	AUX
ertr-324	113	9	set	set	VERB
ertr-324	113	10	to	to	ADP
ertr-324	113	11	180	180	NUM
ertr-324	113	12	(	(	PUNCT
ertr-324	113	13	km	km	PROPN
ertr-324	113	14	/	/	SYM
ertr-324	113	15	h	h	NOUN
ertr-324	113	16	)	)	PUNCT
ertr-324	113	17	.	.	PUNCT
ertr-324	114	1	in	in	ADP
ertr-324	114	2	addition	addition	NOUN
ertr-324	114	3	,	,	PUNCT
ertr-324	114	4	because	because	SCONJ
ertr-324	114	5	points	point	NOUN
ertr-324	114	6	measured	measure	VERB
ertr-324	114	7	by	by	ADP
ertr-324	114	8	assisted	assist	VERB
ertr-324	114	9	gps	gps	PROPN
ertr-324	114	10	and	and	CCONJ
ertr-324	114	11	wi	wi	PROPN
ertr-324	114	12	-	-	PUNCT
ertr-324	114	13	fi	fi	NOUN
ertr-324	114	14	are	be	AUX
ertr-324	114	15	low	low	ADJ
ertr-324	114	16	in	in	ADP
ertr-324	114	17	measurement	measurement	NOUN
ertr-324	114	18	accuracy	accuracy	NOUN
ertr-324	114	19	,	,	PUNCT
ertr-324	114	20	they	they	PRON
ertr-324	114	21	are	be	AUX
ertr-324	114	22	eliminated	eliminate	VERB
ertr-324	114	23	.	.	PUNCT
ertr-324	115	1	experimental	experimental	ADJ
ertr-324	115	2	data	datum	NOUN
ertr-324	115	3	included	include	VERB
ertr-324	115	4	9,530,489	9,530,489	NUM
ertr-324	115	5	observation	observation	NOUN
ertr-324	115	6	points	point	NOUN
ertr-324	115	7	and	and	CCONJ
ertr-324	115	8	5,108,676	5,108,676	NUM
ertr-324	115	9	observation	observation	NOUN
ertr-324	115	10	points	point	NOUN
ertr-324	115	11	after	after	ADP
ertr-324	115	12	deleting	delete	VERB
ertr-324	115	13	points	point	NOUN
ertr-324	115	14	outside	outside	ADP
ertr-324	115	15	the	the	DET
ertr-324	115	16	experiment	experiment	NOUN
ertr-324	115	17	area	area	NOUN
ertr-324	115	18	and	and	CCONJ
ertr-324	115	19	outliers	outlier	NOUN
ertr-324	115	20	.	.	PUNCT
ertr-324	116	1	classification	classification	NOUN
ertr-324	116	2	of	of	ADP
ertr-324	116	3	concentration	concentration	NOUN
ertr-324	116	4	point	point	NOUN
ertr-324	116	5	.	.	PUNCT
ertr-324	117	1	in	in	ADP
ertr-324	117	2	this	this	DET
ertr-324	117	3	study	study	NOUN
ertr-324	117	4	,	,	PUNCT
ertr-324	117	5	we	we	PRON
ertr-324	117	6	used	use	VERB
ertr-324	117	7	vs	vs	ADP
ertr-324	117	8	=	=	SYM
ertr-324	117	9	3.6	3.6	NUM
ertr-324	117	10	(	(	PUNCT
ertr-324	117	11	km	km	NOUN
ertr-324	117	12	/	/	SYM
ertr-324	117	13	h	h	NOUN
ertr-324	117	14	)	)	PUNCT
ertr-324	117	15	and	and	CCONJ
ertr-324	117	16	ts	ts	X
ertr-324	117	17	=	=	SYM
ertr-324	117	18	200	200	NUM
ertr-324	117	19	(	(	PUNCT
ertr-324	117	20	sec	sec	PROPN
ertr-324	117	21	)	)	PUNCT
ertr-324	117	22	for	for	ADP
ertr-324	117	23	extracting	extract	VERB
ertr-324	117	24	the	the	DET
ertr-324	117	25	staying	staying	NOUN
ertr-324	117	26	points	point	NOUN
ertr-324	117	27	.	.	PUNCT
ertr-324	118	1	in	in	ADP
ertr-324	118	2	addition	addition	NOUN
ertr-324	118	3	,	,	PUNCT
ertr-324	118	4	we	we	PRON
ertr-324	118	5	used	use	VERB
ertr-324	118	6	0.0010	0.0010	NUM
ertr-324	118	7	as	as	ADP
ertr-324	118	8	the	the	DET
ertr-324	118	9	gaussian	gaussian	ADJ
ertr-324	118	10	kernel	kernel	NOUN
ertr-324	118	11	of	of	ADP
ertr-324	118	12	the	the	DET
ertr-324	118	13	mean	mean	ADJ
ertr-324	118	14	-	-	PUNCT
ertr-324	118	15	shift	shift	NOUN
ertr-324	118	16	clustering	clustering	NOUN
ertr-324	118	17	.	.	PUNCT
ertr-324	119	1	in	in	ADP
ertr-324	119	2	our	our	PRON
ertr-324	119	3	method	method	NOUN
ertr-324	119	4	,	,	PUNCT
ertr-324	119	5	we	we	PRON
ertr-324	119	6	extracted	extract	VERB
ertr-324	119	7	354	354	NUM
ertr-324	119	8	concentration	concentration	NOUN
ertr-324	119	9	points	point	NOUN
ertr-324	119	10	.	.	PUNCT
ertr-324	120	1	to	to	PART
ertr-324	120	2	evaluate	evaluate	VERB
ertr-324	120	3	our	our	PRON
ertr-324	120	4	method	method	NOUN
ertr-324	120	5	,	,	PUNCT
ertr-324	120	6	we	we	PRON
ertr-324	120	7	classified	classify	VERB
ertr-324	120	8	them	they	PRON
ertr-324	120	9	by	by	ADP
ertr-324	120	10	hand	hand	NOUN
ertr-324	120	11	and	and	CCONJ
ertr-324	120	12	obtained	obtain	VERB
ertr-324	120	13	170	170	NUM
ertr-324	120	14	sightseeing	sightseeing	NOUN
ertr-324	120	15	spots	spot	NOUN
ertr-324	120	16	,	,	PUNCT
ertr-324	120	17	171	171	NUM
ertr-324	120	18	transit	transit	NOUN
ertr-324	120	19	spots	spot	NOUN
ertr-324	120	20	and	and	CCONJ
ertr-324	120	21	13	13	NUM
ertr-324	120	22	mis	mi	NOUN
ertr-324	120	23	-	-	PUNCT
ertr-324	120	24	extractions	extraction	NOUN
ertr-324	120	25	.	.	PUNCT
ertr-324	121	1	fig	fig	NOUN
ertr-324	121	2	.	.	PUNCT
ertr-324	122	1	3	3	NUM
ertr-324	122	2	shows	show	VERB
ertr-324	122	3	the	the	DET
ertr-324	122	4	distributions	distribution	NOUN
ertr-324	122	5	of	of	ADP
ertr-324	122	6	the	the	DET
ertr-324	122	7	feature	feature	NOUN
ertr-324	122	8	values	value	NOUN
ertr-324	122	9	rc	rc	PROPN
ertr-324	122	10	of	of	ADP
ertr-324	122	11	the	the	DET
ertr-324	122	12	proposed	propose	VERB
ertr-324	122	13	method	method	NOUN
ertr-324	122	14	and	and	CCONJ
ertr-324	122	15	fig	fig	NOUN
ertr-324	122	16	.	.	PUNCT
ertr-324	123	1	4	4	NUM
ertr-324	123	2	shows	show	VERB
ertr-324	123	3	the	the	DET
ertr-324	123	4	roc	roc	PROPN
ertr-324	123	5	curve	curve	NOUN
ertr-324	123	6	of	of	ADP
ertr-324	123	7	rc	rc	PROPN
ertr-324	123	8	.	.	PROPN
ertr-324	123	9	fig	fig	PROPN
ertr-324	123	10	.	.	PUNCT
ertr-324	124	1	4	4	NUM
ertr-324	124	2	shows	show	VERB
ertr-324	124	3	that	that	SCONJ
ertr-324	124	4	the	the	DET
ertr-324	124	5	feature	feature	NOUN
ertr-324	124	6	values	value	VERB
ertr-324	124	7	rc	rc	PROPN
ertr-324	124	8	of	of	ADP
ertr-324	124	9	sightseeing	sightseeing	NOUN
ertr-324	124	10	spots	spot	NOUN
ertr-324	124	11	are	be	AUX
ertr-324	124	12	mostly	mostly	ADV
ertr-324	124	13	smaller	small	ADJ
ertr-324	124	14	than	than	ADP
ertr-324	124	15	0.4187	0.4187	NUM
ertr-324	124	16	and	and	CCONJ
ertr-324	124	17	the	the	DET
ertr-324	124	18	feature	feature	NOUN
ertr-324	124	19	values	value	NOUN
ertr-324	124	20	rc	rc	PROPN
ertr-324	124	21	of	of	ADP
ertr-324	124	22	transit	transit	NOUN
ertr-324	124	23	spots	spot	NOUN
ertr-324	124	24	are	be	AUX
ertr-324	124	25	mostly	mostly	ADV
ertr-324	124	26	larger	large	ADJ
ertr-324	124	27	than	than	ADP
ertr-324	124	28	0.4187	0.4187	NUM
ertr-324	124	29	.	.	PUNCT
ertr-324	125	1	therefore	therefore	ADV
ertr-324	125	2	,	,	PUNCT
ertr-324	125	3	we	we	PRON
ertr-324	125	4	use	use	VERB
ertr-324	125	5	0.4187	0.4187	NUM
ertr-324	125	6	as	as	ADP
ertr-324	125	7	threshold	threshold	NOUN
ertr-324	125	8	rτ	rτ	NOUN
ertr-324	125	9	in	in	ADP
ertr-324	125	10	the	the	DET
ertr-324	125	11	model	model	NOUN
ertr-324	125	12	construction	construction	NOUN
ertr-324	125	13	.	.	PUNCT
ertr-324	126	1	as	as	ADP
ertr-324	126	2	a	a	DET
ertr-324	126	3	result	result	NOUN
ertr-324	126	4	,	,	PUNCT
ertr-324	126	5	the	the	DET
ertr-324	126	6	correct	correct	ADJ
ertr-324	126	7	answer	answer	NOUN
ertr-324	126	8	rate	rate	NOUN
ertr-324	126	9	is	be	AUX
ertr-324	126	10	76.6	76.6	NUM
ertr-324	126	11	%	%	NOUN
ertr-324	126	12	.	.	PUNCT
ertr-324	127	1	figure	figure	NOUN
ertr-324	127	2	3	3	NUM
ertr-324	127	3	.	.	PUNCT
ertr-324	128	1	distribution	distribution	NOUN
ertr-324	128	2	of	of	ADP
ertr-324	128	3	feature	feature	NOUN
ertr-324	128	4	value	value	NOUN
ertr-324	128	5	rc	rc	PROPN
ertr-324	128	6	.	.	PROPN
ertr-324	128	7	figure	figure	PROPN
ertr-324	128	8	4	4	NUM
ertr-324	128	9	.	.	PUNCT
ertr-324	129	1	roc	roc	PROPN
ertr-324	129	2	curve	curve	NOUN
ertr-324	129	3	of	of	ADP
ertr-324	129	4	rc	rc	PROPN
ertr-324	129	5	.	.	PROPN
ertr-324	129	6	fig	fig	PROPN
ertr-324	129	7	.	.	PUNCT
ertr-324	130	1	5	5	NUM
ertr-324	130	2	shows	show	VERB
ertr-324	130	3	binary	binary	ADJ
ertr-324	130	4	images	image	NOUN
ertr-324	130	5	created	create	VERB
ertr-324	130	6	at	at	ADP
ertr-324	130	7	a	a	DET
ertr-324	130	8	sightseeing	sightseeing	NOUN
ertr-324	130	9	spot	spot	NOUN
ertr-324	130	10	corresponding	correspond	VERB
ertr-324	130	11	to	to	ADP
ertr-324	130	12	ginkakuji	ginkakuji	PROPN
ertr-324	130	13	,	,	PUNCT
ertr-324	130	14	which	which	PRON
ertr-324	130	15	is	be	AUX
ertr-324	130	16	a	a	DET
ertr-324	130	17	famous	famous	ADJ
ertr-324	130	18	temple	temple	NOUN
ertr-324	130	19	in	in	ADP
ertr-324	130	20	japan	japan	PROPN
ertr-324	130	21	.	.	PUNCT
ertr-324	131	1	the	the	DET
ertr-324	131	2	feature	feature	NOUN
ertr-324	131	3	value	value	NOUN
ertr-324	131	4	rc	rc	PROPN
ertr-324	131	5	of	of	ADP
ertr-324	131	6	this	this	DET
ertr-324	131	7	sightseeing	sightseeing	NOUN
ertr-324	131	8	spot	spot	NOUN
ertr-324	131	9	is	be	AUX
ertr-324	131	10	very	very	ADV
ertr-324	131	11	small	small	ADJ
ertr-324	131	12	,	,	PUNCT
ertr-324	131	13	namely	namely	ADV
ertr-324	131	14	0.040	0.040	NUM
ertr-324	131	15	.	.	PUNCT
ertr-324	132	1	the	the	DET
ertr-324	132	2	figure	figure	NOUN
ertr-324	132	3	shows	show	VERB
ertr-324	132	4	that	that	SCONJ
ertr-324	132	5	the	the	DET
ertr-324	132	6	road	road	NOUN
ertr-324	132	7	inside	inside	ADP
ertr-324	132	8	ginkakuji	ginkakuji	NOUN
ertr-324	132	9	is	be	AUX
ertr-324	132	10	extracted	extract	VERB
ertr-324	132	11	as	as	ADP
ertr-324	132	12	iall	iall	ADJ
ertr-324	132	13	.	.	PUNCT
ertr-324	133	1	in	in	ADP
ertr-324	133	2	addition	addition	NOUN
ertr-324	133	3	,	,	PUNCT
ertr-324	133	4	it	it	PRON
ertr-324	133	5	can	can	AUX
ertr-324	133	6	be	be	AUX
ertr-324	133	7	seen	see	VERB
ertr-324	133	8	that	that	SCONJ
ertr-324	133	9	there	there	PRON
ertr-324	133	10	is	be	VERB
ertr-324	133	11	almost	almost	ADV
ertr-324	133	12	no	no	PRON
ertr-324	133	13	area	area	NOUN
ertr-324	133	14	that	that	PRON
ertr-324	133	15	can	can	AUX
ertr-324	133	16	be	be	AUX
ertr-324	133	17	entered	enter	VERB
ertr-324	133	18	by	by	ADP
ertr-324	133	19	car	car	NOUN
ertr-324	133	20	,	,	PUNCT
ertr-324	133	21	apart	apart	ADV
ertr-324	133	22	from	from	ADP
ertr-324	133	23	a	a	DET
ertr-324	133	24	small	small	ADJ
ertr-324	133	25	area	area	NOUN
ertr-324	133	26	.	.	PUNCT
ertr-324	134	1	this	this	PRON
ertr-324	134	2	is	be	AUX
ertr-324	134	3	because	because	SCONJ
ertr-324	134	4	the	the	DET
ertr-324	134	5	speed	speed	NOUN
ertr-324	134	6	of	of	ADP
ertr-324	134	7	these	these	DET
ertr-324	134	8	points	point	NOUN
ertr-324	134	9	can	can	AUX
ertr-324	134	10	not	not	PART
ertr-324	134	11	be	be	AUX
ertr-324	134	12	accurately	accurately	ADV
ertr-324	134	13	measured	measure	VERB
ertr-324	134	14	due	due	ADJ
ertr-324	134	15	to	to	AUX
ertr-324	134	16	gps	gps	VERB
ertr-324	134	17	e	e	NOUN
ertr-324	134	18	-	-	NOUN
ertr-324	134	19	review	review	NOUN
ertr-324	134	20	of	of	ADP
ertr-324	134	21	tourism	tourism	NOUN
ertr-324	134	22	research	research	NOUN
ertr-324	134	23	(	(	PUNCT
ertr-324	134	24	ertr	ertr	NOUN
ertr-324	134	25	)	)	PUNCT
ertr-324	134	26	,	,	PUNCT
ertr-324	134	27	vol	vol	NOUN
ertr-324	134	28	.	.	PROPN
ertr-324	135	1	16	16	NUM
ertr-324	135	2	,	,	PUNCT
ertr-324	135	3	no	no	INTJ
ertr-324	135	4	.	.	PUNCT
ertr-324	136	1	2/3	2/3	NUM
ertr-324	136	2	,	,	PUNCT
ertr-324	136	3	2019	2019	NUM
ertr-324	136	4	http://ertr.tamu.edu	http://ertr.tamu.edu	NOUN
ertr-324	136	5	123	123	NUM
ertr-324	136	6	measurement	measurement	NOUN
ertr-324	136	7	errors	error	NOUN
ertr-324	136	8	.	.	PUNCT
ertr-324	137	1	fig	fig	NOUN
ertr-324	137	2	.	.	PUNCT
ertr-324	138	1	6	6	NUM
ertr-324	138	2	shows	show	VERB
ertr-324	138	3	binary	binary	ADJ
ertr-324	138	4	images	image	NOUN
ertr-324	138	5	created	create	VERB
ertr-324	138	6	at	at	ADP
ertr-324	138	7	a	a	DET
ertr-324	138	8	transit	transit	NOUN
ertr-324	138	9	spot	spot	NOUN
ertr-324	138	10	corresponding	corresponding	ADJ
ertr-324	138	11	to	to	ADP
ertr-324	138	12	yamashina	yamashina	NOUN
ertr-324	138	13	station	station	NOUN
ertr-324	138	14	.	.	PUNCT
ertr-324	139	1	the	the	DET
ertr-324	139	2	feature	feature	NOUN
ertr-324	139	3	value	value	NOUN
ertr-324	139	4	rc	rc	PROPN
ertr-324	139	5	of	of	ADP
ertr-324	139	6	this	this	DET
ertr-324	139	7	transit	transit	NOUN
ertr-324	139	8	spot	spot	NOUN
ertr-324	139	9	is	be	AUX
ertr-324	139	10	very	very	ADV
ertr-324	139	11	large	large	ADJ
ertr-324	139	12	,	,	PUNCT
ertr-324	139	13	namely	namely	ADV
ertr-324	139	14	0.855	0.855	NUM
ertr-324	139	15	.	.	PUNCT
ertr-324	140	1	the	the	DET
ertr-324	140	2	figure	figure	NOUN
ertr-324	140	3	shows	show	VERB
ertr-324	140	4	that	that	SCONJ
ertr-324	140	5	the	the	DET
ertr-324	140	6	tracks	track	NOUN
ertr-324	140	7	are	be	AUX
ertr-324	140	8	extracted	extract	VERB
ertr-324	140	9	as	as	ADP
ertr-324	140	10	the	the	DET
ertr-324	140	11	area	area	NOUN
ertr-324	140	12	that	that	PRON
ertr-324	140	13	can	can	AUX
ertr-324	140	14	be	be	AUX
ertr-324	140	15	entered	enter	VERB
ertr-324	140	16	by	by	ADP
ertr-324	140	17	vehicle	vehicle	NOUN
ertr-324	140	18	.	.	PUNCT
ertr-324	141	1	in	in	ADP
ertr-324	141	2	addition	addition	NOUN
ertr-324	141	3	,	,	PUNCT
ertr-324	141	4	it	it	PRON
ertr-324	141	5	can	can	AUX
ertr-324	141	6	be	be	AUX
ertr-324	141	7	seen	see	VERB
ertr-324	141	8	that	that	SCONJ
ertr-324	141	9	the	the	DET
ertr-324	141	10	iall	iall	NOUN
ertr-324	141	11	are	be	AUX
ertr-324	141	12	almost	almost	ADV
ertr-324	141	13	covered	cover	VERB
ertr-324	141	14	with	with	ADP
ertr-324	141	15	itrans	itran	NOUN
ertr-324	141	16	.	.	PUNCT
ertr-324	142	1	the	the	DET
ertr-324	142	2	example	example	NOUN
ertr-324	142	3	that	that	PRON
ertr-324	142	4	could	could	AUX
ertr-324	142	5	be	be	AUX
ertr-324	142	6	incorrectly	incorrectly	ADV
ertr-324	142	7	classified	classify	VERB
ertr-324	142	8	by	by	ADP
ertr-324	142	9	the	the	DET
ertr-324	142	10	proposed	propose	VERB
ertr-324	142	11	method	method	NOUN
ertr-324	142	12	is	be	AUX
ertr-324	142	13	shown	show	VERB
ertr-324	142	14	in	in	ADP
ertr-324	142	15	fig	fig	NOUN
ertr-324	142	16	.	.	PUNCT
ertr-324	143	1	7	7	X
ertr-324	143	2	.	.	X
ertr-324	143	3	it	it	PRON
ertr-324	143	4	shows	show	VERB
ertr-324	143	5	binary	binary	ADJ
ertr-324	143	6	images	image	NOUN
ertr-324	143	7	created	create	VERB
ertr-324	143	8	at	at	ADP
ertr-324	143	9	a	a	DET
ertr-324	143	10	sightseeing	sightseeing	NOUN
ertr-324	143	11	spot	spot	NOUN
ertr-324	143	12	corresponding	correspond	VERB
ertr-324	143	13	to	to	ADP
ertr-324	143	14	tofukuji	tofukuji	PROPN
ertr-324	143	15	temple	temple	PROPN
ertr-324	143	16	.	.	PUNCT
ertr-324	144	1	there	there	PRON
ertr-324	144	2	is	be	VERB
ertr-324	144	3	a	a	DET
ertr-324	144	4	road	road	NOUN
ertr-324	144	5	to	to	ADP
ertr-324	144	6	the	the	DET
ertr-324	144	7	west	west	NOUN
ertr-324	144	8	of	of	ADP
ertr-324	144	9	the	the	DET
ertr-324	144	10	temple	temple	NOUN
ertr-324	144	11	.	.	PUNCT
ertr-324	145	1	therefore	therefore	ADV
ertr-324	145	2	,	,	PUNCT
ertr-324	145	3	the	the	DET
ertr-324	145	4	feature	feature	NOUN
ertr-324	145	5	value	value	NOUN
ertr-324	145	6	rc	rc	PROPN
ertr-324	145	7	of	of	ADP
ertr-324	145	8	this	this	DET
ertr-324	145	9	sightseeing	sightseeing	NOUN
ertr-324	145	10	spot	spot	NOUN
ertr-324	145	11	is	be	AUX
ertr-324	145	12	very	very	ADV
ertr-324	145	13	large	large	ADJ
ertr-324	145	14	,	,	PUNCT
ertr-324	145	15	namely	namely	ADV
ertr-324	145	16	0.626	0.626	NUM
ertr-324	145	17	.	.	PUNCT
ertr-324	146	1	if	if	SCONJ
ertr-324	146	2	a	a	DET
ertr-324	146	3	sightseeing	sightseeing	NOUN
ertr-324	146	4	spot	spot	NOUN
ertr-324	146	5	does	do	AUX
ertr-324	146	6	not	not	PART
ertr-324	146	7	have	have	VERB
ertr-324	146	8	another	another	DET
ertr-324	146	9	concentration	concentration	NOUN
ertr-324	146	10	point	point	NOUN
ertr-324	146	11	like	like	ADP
ertr-324	146	12	this	this	PRON
ertr-324	146	13	,	,	PUNCT
ertr-324	146	14	the	the	DET
ertr-324	146	15	divided	divided	ADJ
ertr-324	146	16	area	area	NOUN
ertr-324	146	17	is	be	AUX
ertr-324	146	18	so	so	ADV
ertr-324	146	19	large	large	ADJ
ertr-324	146	20	that	that	SCONJ
ertr-324	146	21	it	it	PRON
ertr-324	146	22	contains	contain	VERB
ertr-324	146	23	a	a	DET
ertr-324	146	24	road	road	NOUN
ertr-324	146	25	or	or	CCONJ
ertr-324	146	26	a	a	DET
ertr-324	146	27	track	track	NOUN
ertr-324	146	28	that	that	PRON
ertr-324	146	29	is	be	AUX
ertr-324	146	30	not	not	PART
ertr-324	146	31	related	relate	VERB
ertr-324	146	32	to	to	ADP
ertr-324	146	33	the	the	DET
ertr-324	146	34	sightseeing	sightseeing	NOUN
ertr-324	146	35	spot	spot	NOUN
ertr-324	146	36	.	.	PUNCT
ertr-324	147	1	therefore	therefore	ADV
ertr-324	147	2	,	,	PUNCT
ertr-324	147	3	the	the	DET
ertr-324	147	4	feature	feature	NOUN
ertr-324	147	5	value	value	NOUN
ertr-324	147	6	rc	rc	PROPN
ertr-324	147	7	of	of	ADP
ertr-324	147	8	this	this	DET
ertr-324	147	9	sightseeing	sightseeing	NOUN
ertr-324	147	10	spot	spot	NOUN
ertr-324	147	11	becomes	become	VERB
ertr-324	147	12	large	large	ADJ
ertr-324	147	13	and	and	CCONJ
ertr-324	147	14	is	be	AUX
ertr-324	147	15	misclassified	misclassifie	VERB
ertr-324	147	16	.	.	PUNCT
ertr-324	148	1	itrans	itran	NOUN
ertr-324	148	2	iwalk	iwalk	VERB
ertr-324	148	3	figure	figure	NOUN
ertr-324	148	4	5	5	NUM
ertr-324	148	5	.	.	PUNCT
ertr-324	148	6	ginkaku	ginkaku	PROPN
ertr-324	148	7	-	-	PUNCT
ertr-324	148	8	ji	ji	PROPN
ertr-324	148	9	temple	temple	PROPN
ertr-324	148	10	,	,	PUNCT
ertr-324	148	11	i.e.	i.e.	X
ertr-324	148	12	,	,	PUNCT
ertr-324	148	13	one	one	NUM
ertr-324	148	14	of	of	ADP
ertr-324	148	15	the	the	DET
ertr-324	148	16	most	most	ADV
ertr-324	148	17	popular	popular	ADJ
ertr-324	148	18	temples	temple	NOUN
ertr-324	148	19	in	in	ADP
ertr-324	148	20	kyoto	kyoto	PROPN
ertr-324	148	21	,	,	PUNCT
ertr-324	148	22	rc=	rc=	NOUN
ertr-324	148	23	0.040	0.040	NUM
ertr-324	148	24	itrans	itrans	PROPN
ertr-324	148	25	iwalk	iwalk	NOUN
ertr-324	148	26	figure	figure	NOUN
ertr-324	148	27	6	6	NUM
ertr-324	148	28	.	.	PUNCT
ertr-324	148	29	yamashina	yamashina	PROPN
ertr-324	148	30	station	station	NOUN
ertr-324	148	31	,	,	PUNCT
ertr-324	148	32	a	a	DET
ertr-324	148	33	station	station	NOUN
ertr-324	148	34	in	in	ADP
ertr-324	148	35	southwestern	southwestern	ADJ
ertr-324	148	36	kyoto	kyoto	PROPN
ertr-324	148	37	city	city	PROPN
ertr-324	148	38	,	,	PUNCT
ertr-324	148	39	rc=	rc=	NOUN
ertr-324	148	40	0.855	0.855	NUM
ertr-324	149	1	e	e	NOUN
ertr-324	149	2	-	-	NOUN
ertr-324	149	3	review	review	NOUN
ertr-324	149	4	of	of	ADP
ertr-324	149	5	tourism	tourism	NOUN
ertr-324	149	6	research	research	NOUN
ertr-324	149	7	(	(	PUNCT
ertr-324	149	8	ertr	ertr	NOUN
ertr-324	149	9	)	)	PUNCT
ertr-324	149	10	,	,	PUNCT
ertr-324	149	11	vol	vol	NOUN
ertr-324	149	12	.	.	PROPN
ertr-324	150	1	16	16	NUM
ertr-324	150	2	,	,	PUNCT
ertr-324	150	3	no	no	INTJ
ertr-324	150	4	.	.	PUNCT
ertr-324	151	1	2/3	2/3	NUM
ertr-324	151	2	,	,	PUNCT
ertr-324	151	3	2019	2019	NUM
ertr-324	151	4	http://ertr.tamu.edu	http://ertr.tamu.edu	NOUN
ertr-324	151	5	124	124	NUM
ertr-324	151	6	itrans	itran	NOUN
ertr-324	151	7	iwalk	iwalk	VERB
ertr-324	151	8	figure	figure	NOUN
ertr-324	151	9	7	7	NUM
ertr-324	151	10	.	.	PUNCT
ertr-324	151	11	tofuku	tofuku	PROPN
ertr-324	151	12	-	-	PUNCT
ertr-324	151	13	ji	ji	PROPN
ertr-324	151	14	temple	temple	PROPN
ertr-324	151	15	,	,	PUNCT
ertr-324	151	16	which	which	PRON
ertr-324	151	17	is	be	AUX
ertr-324	151	18	in	in	ADP
ertr-324	151	19	extreme	extreme	ADJ
ertr-324	151	20	southern	southern	PROPN
ertr-324	151	21	kyoto	kyoto	PROPN
ertr-324	151	22	city	city	PROPN
ertr-324	151	23	,	,	PUNCT
ertr-324	151	24	rc=	rc=	NOUN
ertr-324	151	25	0.626	0.626	NUM
ertr-324	151	26	figure	figure	NOUN
ertr-324	151	27	8	8	NUM
ertr-324	151	28	.	.	PUNCT
ertr-324	151	29	kinkakuji	kinkakuji	PROPN
ertr-324	151	30	temple	temple	PROPN
ertr-324	151	31	and	and	CCONJ
ertr-324	151	32	high	high	ADJ
ertr-324	151	33	transition	transition	NOUN
ertr-324	151	34	probability	probability	NOUN
ertr-324	151	35	spots	spot	VERB
ertr-324	151	36	construction	construction	NOUN
ertr-324	151	37	of	of	ADP
ertr-324	151	38	tourist	tourist	NOUN
ertr-324	151	39	transition	transition	NOUN
ertr-324	151	40	model	model	NOUN
ertr-324	151	41	.	.	PUNCT
ertr-324	152	1	to	to	PART
ertr-324	152	2	evaluate	evaluate	VERB
ertr-324	152	3	our	our	PRON
ertr-324	152	4	model	model	NOUN
ertr-324	152	5	,	,	PUNCT
ertr-324	152	6	a	a	DET
ertr-324	152	7	tourist	tourist	NOUN
ertr-324	152	8	transition	transition	NOUN
ertr-324	152	9	model	model	NOUN
ertr-324	152	10	for	for	ADP
ertr-324	152	11	the	the	DET
ertr-324	152	12	experimental	experimental	ADJ
ertr-324	152	13	data	datum	NOUN
ertr-324	152	14	set	set	VERB
ertr-324	152	15	is	be	AUX
ertr-324	152	16	constructed	construct	VERB
ertr-324	152	17	.	.	PUNCT
ertr-324	153	1	as	as	ADP
ertr-324	153	2	example	example	NOUN
ertr-324	153	3	,	,	PUNCT
ertr-324	153	4	fig	fig	NOUN
ertr-324	153	5	.	.	PUNCT
ertr-324	153	6	8	8	NUM
ertr-324	153	7	shows	show	VERB
ertr-324	153	8	kinkakuji	kinkakuji	NOUN
ertr-324	153	9	,	,	PUNCT
ertr-324	153	10	which	which	PRON
ertr-324	153	11	is	be	AUX
ertr-324	153	12	a	a	DET
ertr-324	153	13	famous	famous	ADJ
ertr-324	153	14	japanese	japanese	ADJ
ertr-324	153	15	temple	temple	NOUN
ertr-324	153	16	,	,	PUNCT
ertr-324	153	17	and	and	CCONJ
ertr-324	153	18	ten	ten	NUM
ertr-324	153	19	sightseeing	sightseeing	NOUN
ertr-324	153	20	spots	spot	NOUN
ertr-324	153	21	with	with	ADP
ertr-324	153	22	high	high	ADJ
ertr-324	153	23	transition	transition	NOUN
ertr-324	153	24	probability	probability	NOUN
ertr-324	153	25	from	from	ADP
ertr-324	153	26	kinkakuji	kinkakuji	NOUN
ertr-324	153	27	with	with	ADP
ertr-324	153	28	a	a	DET
ertr-324	153	29	map	map	NOUN
ertr-324	153	30	.	.	PUNCT
ertr-324	154	1	in	in	ADP
ertr-324	154	2	addition	addition	NOUN
ertr-324	154	3	,	,	PUNCT
ertr-324	154	4	in	in	ADP
ertr-324	154	5	order	order	NOUN
ertr-324	154	6	to	to	PART
ertr-324	154	7	evaluate	evaluate	VERB
ertr-324	154	8	the	the	DET
ertr-324	154	9	whole	whole	ADJ
ertr-324	154	10	model	model	NOUN
ertr-324	154	11	,	,	PUNCT
ertr-324	154	12	the	the	DET
ertr-324	154	13	sightseeing	sightseeing	NOUN
ertr-324	154	14	spots	spot	NOUN
ertr-324	154	15	are	be	AUX
ertr-324	154	16	divided	divide	VERB
ertr-324	154	17	into	into	ADP
ertr-324	154	18	several	several	ADJ
ertr-324	154	19	areas	area	NOUN
ertr-324	154	20	and	and	CCONJ
ertr-324	154	21	the	the	DET
ertr-324	154	22	transition	transition	NOUN
ertr-324	154	23	probability	probability	NOUN
ertr-324	154	24	between	between	ADP
ertr-324	154	25	each	each	DET
ertr-324	154	26	area	area	NOUN
ertr-324	154	27	is	be	AUX
ertr-324	154	28	obtained	obtain	VERB
ertr-324	154	29	.	.	PUNCT
ertr-324	155	1	the	the	DET
ertr-324	155	2	result	result	NOUN
ertr-324	155	3	is	be	AUX
ertr-324	155	4	shown	show	VERB
ertr-324	155	5	in	in	ADP
ertr-324	155	6	table	table	NOUN
ertr-324	155	7	1	1	NUM
ertr-324	155	8	.	.	PUNCT
ertr-324	156	1	as	as	SCONJ
ertr-324	156	2	table	table	NOUN
ertr-324	156	3	1	1	NUM
ertr-324	156	4	shows	show	NOUN
ertr-324	156	5	,	,	PUNCT
ertr-324	156	6	in	in	ADP
ertr-324	156	7	most	most	ADJ
ertr-324	156	8	areas	area	NOUN
ertr-324	156	9	,	,	PUNCT
ertr-324	156	10	the	the	DET
ertr-324	156	11	transition	transition	NOUN
ertr-324	156	12	probability	probability	NOUN
ertr-324	156	13	to	to	ADP
ertr-324	156	14	the	the	DET
ertr-324	156	15	same	same	ADJ
ertr-324	156	16	area	area	NOUN
ertr-324	156	17	is	be	AUX
ertr-324	156	18	the	the	DET
ertr-324	156	19	highest	high	ADJ
ertr-324	156	20	,	,	PUNCT
ertr-324	156	21	followed	follow	VERB
ertr-324	156	22	by	by	ADP
ertr-324	156	23	high	high	ADJ
ertr-324	156	24	transition	transition	NOUN
ertr-324	156	25	probabilities	probability	NOUN
ertr-324	156	26	to	to	PART
ertr-324	156	27	kiyomizu	kiyomizu	VERB
ertr-324	156	28	temple	temple	PROPN
ertr-324	156	29	or	or	CCONJ
ertr-324	156	30	kyoto	kyoto	PROPN
ertr-324	156	31	station	station	NOUN
ertr-324	156	32	.	.	PUNCT
ertr-324	157	1	in	in	ADP
ertr-324	157	2	addition	addition	NOUN
ertr-324	157	3	,	,	PUNCT
ertr-324	157	4	transition	transition	NOUN
ertr-324	157	5	probabilities	probability	NOUN
ertr-324	157	6	tend	tend	VERB
ertr-324	157	7	to	to	PART
ertr-324	157	8	be	be	AUX
ertr-324	157	9	high	high	ADJ
ertr-324	157	10	between	between	ADP
ertr-324	157	11	geographically	geographically	ADV
ertr-324	157	12	adjacent	adjacent	ADJ
ertr-324	157	13	areas	area	NOUN
ertr-324	157	14	.	.	PUNCT
ertr-324	158	1	results	result	NOUN
ertr-324	158	2	show	show	VERB
ertr-324	158	3	that	that	SCONJ
ertr-324	158	4	tourists	tourist	NOUN
ertr-324	158	5	may	may	AUX
ertr-324	158	6	make	make	VERB
ertr-324	158	7	a	a	DET
ertr-324	158	8	transition	transition	NOUN
ertr-324	158	9	to	to	ADP
ertr-324	158	10	popular	popular	ADJ
ertr-324	158	11	sightseeing	sightseeing	NOUN
ertr-324	158	12	spots	spot	NOUN
ertr-324	158	13	such	such	ADJ
ertr-324	158	14	as	as	ADP
ertr-324	158	15	kyoto	kyoto	PROPN
ertr-324	158	16	station	station	NOUN
ertr-324	158	17	and	and	CCONJ
ertr-324	158	18	kiyomizu	kiyomizu	NOUN
ertr-324	158	19	temple	temple	PROPN
ertr-324	158	20	regardless	regardless	ADV
ertr-324	158	21	of	of	ADP
ertr-324	158	22	the	the	DET
ertr-324	158	23	distance	distance	NOUN
ertr-324	158	24	from	from	ADP
ertr-324	158	25	neighbouring	neighbouring	ADJ
ertr-324	158	26	sightseeing	sightseeing	NOUN
ertr-324	158	27	spots	spot	NOUN
ertr-324	158	28	and	and	CCONJ
ertr-324	158	29	to	to	ADP
ertr-324	158	30	near	near	ADJ
ertr-324	158	31	sightseeing	sightseeing	NOUN
ertr-324	158	32	spots	spot	NOUN
ertr-324	158	33	.	.	PUNCT
ertr-324	159	1	e	e	X
ertr-324	159	2	-	-	NOUN
ertr-324	159	3	review	review	NOUN
ertr-324	159	4	of	of	ADP
ertr-324	159	5	tourism	tourism	NOUN
ertr-324	159	6	research	research	NOUN
ertr-324	159	7	(	(	PUNCT
ertr-324	159	8	ertr	ertr	NOUN
ertr-324	159	9	)	)	PUNCT
ertr-324	159	10	,	,	PUNCT
ertr-324	159	11	vol	vol	NOUN
ertr-324	159	12	.	.	PROPN
ertr-324	159	13	16	16	NUM
ertr-324	159	14	,	,	PUNCT
ertr-324	159	15	no	no	INTJ
ertr-324	159	16	.	.	PUNCT
ertr-324	160	1	2/3	2/3	NUM
ertr-324	160	2	,	,	PUNCT
ertr-324	160	3	2019	2019	NUM
ertr-324	160	4	http://ertr.tamu.edu	http://ertr.tamu.edu	NOUN
ertr-324	160	5	125	125	NUM
ertr-324	160	6	table	table	NOUN
ertr-324	160	7	1	1	NUM
ertr-324	160	8	:	:	PUNCT
ertr-324	160	9	transition	transition	NOUN
ertr-324	160	10	probability	probability	NOUN
ertr-324	160	11	between	between	ADP
ertr-324	160	12	areas	area	NOUN
ertr-324	160	13	conclusion	conclusion	NOUN
ertr-324	160	14	in	in	ADP
ertr-324	160	15	this	this	DET
ertr-324	160	16	study	study	NOUN
ertr-324	160	17	,	,	PUNCT
ertr-324	160	18	tourist	tourist	NOUN
ertr-324	160	19	concentration	concentration	NOUN
ertr-324	160	20	points	point	NOUN
ertr-324	160	21	were	be	AUX
ertr-324	160	22	extracted	extract	VERB
ertr-324	160	23	and	and	CCONJ
ertr-324	160	24	classified	classify	VERB
ertr-324	160	25	into	into	ADP
ertr-324	160	26	sightseeing	sightseeing	NOUN
ertr-324	160	27	spots	spot	NOUN
ertr-324	160	28	and	and	CCONJ
ertr-324	160	29	transit	transit	NOUN
ertr-324	160	30	spots	spot	NOUN
ertr-324	160	31	only	only	ADV
ertr-324	160	32	from	from	ADP
ertr-324	160	33	trajectories	trajectory	NOUN
ertr-324	160	34	.	.	PUNCT
ertr-324	161	1	furthermore	furthermore	ADV
ertr-324	161	2	,	,	PUNCT
ertr-324	161	3	a	a	DET
ertr-324	161	4	method	method	NOUN
ertr-324	161	5	for	for	ADP
ertr-324	161	6	modelling	model	VERB
ertr-324	161	7	the	the	DET
ertr-324	161	8	transition	transition	NOUN
ertr-324	161	9	between	between	ADP
ertr-324	161	10	sightseeing	sightseeing	NOUN
ertr-324	161	11	spots	spot	NOUN
ertr-324	161	12	was	be	AUX
ertr-324	161	13	proposed	propose	VERB
ertr-324	161	14	.	.	PUNCT
ertr-324	162	1	using	use	VERB
ertr-324	162	2	this	this	DET
ertr-324	162	3	method	method	NOUN
ertr-324	162	4	,	,	PUNCT
ertr-324	162	5	it	it	PRON
ertr-324	162	6	was	be	AUX
ertr-324	162	7	possible	possible	ADJ
ertr-324	162	8	to	to	PART
ertr-324	162	9	construct	construct	VERB
ertr-324	162	10	networks	network	NOUN
ertr-324	162	11	considering	consider	VERB
ertr-324	162	12	transit	transit	NOUN
ertr-324	162	13	spots	spot	NOUN
ertr-324	162	14	.	.	PUNCT
ertr-324	163	1	fixed	fix	VERB
ertr-324	163	2	features	feature	NOUN
ertr-324	163	3	to	to	PART
ertr-324	163	4	incorporate	incorporate	VERB
ertr-324	163	5	into	into	ADP
ertr-324	163	6	the	the	DET
ertr-324	163	7	model	model	NOUN
ertr-324	163	8	were	be	AUX
ertr-324	163	9	used	use	VERB
ertr-324	163	10	such	such	ADJ
ertr-324	163	11	as	as	ADP
ertr-324	163	12	the	the	DET
ertr-324	163	13	threshold	threshold	NOUN
ertr-324	163	14	of	of	ADP
ertr-324	163	15	the	the	DET
ertr-324	163	16	feature	feature	NOUN
ertr-324	163	17	values	value	NOUN
ertr-324	163	18	,	,	PUNCT
ertr-324	163	19	the	the	DET
ertr-324	163	20	bandwidth	bandwidth	NOUN
ertr-324	163	21	of	of	ADP
ertr-324	163	22	the	the	DET
ertr-324	163	23	mean	mean	ADJ
ertr-324	163	24	-	-	PUNCT
ertr-324	163	25	shift	shift	NOUN
ertr-324	163	26	method	method	NOUN
ertr-324	163	27	,	,	PUNCT
ertr-324	163	28	and	and	CCONJ
ertr-324	163	29	the	the	DET
ertr-324	163	30	route	route	NOUN
ertr-324	163	31	that	that	PRON
ertr-324	163	32	tourist	tourist	NOUN
ertr-324	163	33	may	may	AUX
ertr-324	163	34	choose	choose	VERB
ertr-324	163	35	on	on	ADP
ertr-324	163	36	the	the	DET
ertr-324	163	37	concentration	concentration	NOUN
ertr-324	163	38	point	point	NOUN
ertr-324	163	39	network	network	NOUN
ertr-324	163	40	.	.	PUNCT
ertr-324	164	1	however	however	ADV
ertr-324	164	2	,	,	PUNCT
ertr-324	164	3	these	these	DET
ertr-324	164	4	optimal	optimal	ADJ
ertr-324	164	5	values	value	NOUN
ertr-324	164	6	vary	vary	VERB
ertr-324	164	7	place	place	NOUN
ertr-324	164	8	to	to	ADP
ertr-324	164	9	place	place	NOUN
ertr-324	164	10	.	.	PUNCT
ertr-324	165	1	thus	thus	ADV
ertr-324	165	2	,	,	PUNCT
ertr-324	165	3	it	it	PRON
ertr-324	165	4	is	be	AUX
ertr-324	165	5	intended	intend	VERB
ertr-324	165	6	to	to	PART
ertr-324	165	7	improve	improve	VERB
ertr-324	165	8	our	our	PRON
ertr-324	165	9	method	method	NOUN
ertr-324	165	10	by	by	ADP
ertr-324	165	11	automatically	automatically	ADV
ertr-324	165	12	determine	determine	VERB
ertr-324	165	13	these	these	DET
ertr-324	165	14	features	feature	NOUN
ertr-324	165	15	for	for	ADP
ertr-324	165	16	varying	vary	VERB
ertr-324	165	17	locations	location	NOUN
ertr-324	165	18	.	.	PUNCT
ertr-324	166	1	references	reference	NOUN
ertr-324	166	2	ashbrook	ashbrook	PROPN
ertr-324	166	3	,	,	PUNCT
ertr-324	166	4	d.	d.	PROPN
ertr-324	166	5	&	&	CCONJ
ertr-324	166	6	starner	starner	PROPN
ertr-324	166	7	,	,	PUNCT
ertr-324	166	8	t.	t.	PROPN
ertr-324	166	9	(	(	PUNCT
ertr-324	166	10	2003	2003	NUM
ertr-324	166	11	)	)	PUNCT
ertr-324	166	12	.	.	PUNCT
ertr-324	167	1	using	use	VERB
ertr-324	167	2	gps	gps	PROPN
ertr-324	167	3	to	to	PART
ertr-324	167	4	learn	learn	VERB
ertr-324	167	5	significant	significant	ADJ
ertr-324	167	6	locations	location	NOUN
ertr-324	167	7	and	and	CCONJ
ertr-324	167	8	predict	predict	VERB
ertr-324	167	9	movement	movement	NOUN
ertr-324	167	10	across	across	ADP
ertr-324	167	11	multiple	multiple	ADJ
ertr-324	167	12	users	user	NOUN
ertr-324	167	13	.	.	PUNCT
ertr-324	167	14	,	,	PUNCT
ertr-324	167	15	personal	personal	ADJ
ertr-324	167	16	and	and	CCONJ
ertr-324	167	17	ubiquitous	ubiquitous	ADJ
ertr-324	167	18	computing	computing	NOUN
ertr-324	167	19	,	,	PUNCT
ertr-324	167	20	vol.7	vol.7	PROPN
ertr-324	167	21	,	,	PUNCT
ertr-324	167	22	no.5	no.5	PROPN
ertr-324	167	23	,	,	PUNCT
ertr-324	167	24	pp.275	pp.275	PROPN
ertr-324	167	25	-	-	PUNCT
ertr-324	167	26	286	286	NUM
ertr-324	167	27	.	.	PUNCT
ertr-324	168	1	comaniciu	comaniciu	PROPN
ertr-324	168	2	,	,	PUNCT
ertr-324	168	3	d.	d.	PROPN
ertr-324	168	4	,	,	PUNCT
ertr-324	168	5	&	&	CCONJ
ertr-324	168	6	meer	meer	PROPN
ertr-324	168	7	,	,	PUNCT
ertr-324	168	8	p.	p.	NOUN
ertr-324	168	9	(	(	PUNCT
ertr-324	168	10	2002	2002	NUM
ertr-324	168	11	)	)	PUNCT
ertr-324	168	12	.	.	PUNCT
ertr-324	169	1	mean	mean	ADJ
ertr-324	169	2	shift	shift	NOUN
ertr-324	169	3	:	:	PUNCT
ertr-324	169	4	a	a	DET
ertr-324	169	5	robust	robust	ADJ
ertr-324	169	6	approach	approach	NOUN
ertr-324	169	7	toward	toward	ADP
ertr-324	169	8	feature	feature	NOUN
ertr-324	169	9	space	space	NOUN
ertr-324	169	10	analysis	analysis	NOUN
ertr-324	169	11	,	,	PUNCT
ertr-324	169	12	ieee	ieee	NOUN
ertr-324	169	13	trans	tran	NOUN
ertr-324	169	14	.	.	PUNCT
ertr-324	170	1	on	on	ADP
ertr-324	170	2	pami	pami	NOUN
ertr-324	170	3	.	.	PUNCT
ertr-324	171	1	crandall	crandall	PROPN
ertr-324	171	2	,	,	PUNCT
ertr-324	171	3	d.	d.	PROPN
ertr-324	171	4	,	,	PUNCT
ertr-324	171	5	backstrom	backstrom	PROPN
ertr-324	171	6	,	,	PUNCT
ertr-324	171	7	l.	l.	PROPN
ertr-324	171	8	,	,	PUNCT
ertr-324	171	9	huttenlocher	huttenlocher	ADV
ertr-324	171	10	,	,	PUNCT
ertr-324	171	11	d.	d.	PROPN
ertr-324	171	12	,	,	PUNCT
ertr-324	171	13	&	&	CCONJ
ertr-324	171	14	kleinberg	kleinberg	PROPN
ertr-324	171	15	,	,	PUNCT
ertr-324	171	16	j.	j.	PROPN
ertr-324	171	17	(	(	PUNCT
ertr-324	171	18	2009	2009	NUM
ertr-324	171	19	)	)	PUNCT
ertr-324	171	20	.	.	PUNCT
ertr-324	172	1	mapping	map	VERB
ertr-324	172	2	the	the	DET
ertr-324	172	3	world	world	NOUN
ertr-324	172	4	’s	’s	PART
ertr-324	172	5	photos	photo	NOUN
ertr-324	172	6	,	,	PUNCT
ertr-324	172	7	proc	proc	NOUN
ertr-324	172	8	,	,	PUNCT
ertr-324	172	9	18th	18th	ADJ
ertr-324	172	10	international	international	ADJ
ertr-324	172	11	conference	conference	NOUN
ertr-324	172	12	on	on	ADP
ertr-324	172	13	world	world	NOUN
ertr-324	172	14	wide	wide	ADJ
ertr-324	172	15	web	web	NOUN
ertr-324	172	16	,	,	PUNCT
ertr-324	172	17	pp.761	pp.761	NOUN
ertr-324	172	18	-	-	PUNCT
ertr-324	172	19	770	770	NUM
ertr-324	172	20	,	,	PUNCT
ertr-324	172	21	acm	acm	PROPN
ertr-324	172	22	.	.	PUNCT
ertr-324	173	1	fujisaka	fujisaka	ADV
ertr-324	173	2	,	,	PUNCT
ertr-324	173	3	t.	t.	PROPN
ertr-324	173	4	,	,	PUNCT
ertr-324	173	5	lee	lee	PROPN
ertr-324	173	6	,	,	PUNCT
ertr-324	173	7	r.	r.	PROPN
ertr-324	173	8	,	,	PUNCT
ertr-324	173	9	&	&	CCONJ
ertr-324	173	10	sumiya	sumiya	PROPN
ertr-324	173	11	,	,	PUNCT
ertr-324	173	12	k.	k.	PROPN
ertr-324	173	13	(	(	PUNCT
ertr-324	173	14	2010	2010	NUM
ertr-324	173	15	)	)	PUNCT
ertr-324	173	16	.	.	PUNCT
ertr-324	174	1	exploring	explore	VERB
ertr-324	174	2	urban	urban	ADJ
ertr-324	174	3	characteristics	characteristic	NOUN
ertr-324	174	4	using	use	VERB
ertr-324	174	5	movement	movement	NOUN
ertr-324	174	6	history	history	NOUN
ertr-324	174	7	of	of	ADP
ertr-324	174	8	mass	mass	ADJ
ertr-324	174	9	mobile	mobile	ADJ
ertr-324	174	10	microbloggers	microblogger	NOUN
ertr-324	174	11	,	,	PUNCT
ertr-324	174	12	proceedings	proceeding	NOUN
ertr-324	174	13	of	of	ADP
ertr-324	174	14	the	the	DET
ertr-324	174	15	eleventh	eleventh	ADJ
ertr-324	174	16	workshop	workshop	NOUN
ertr-324	174	17	on	on	ADP
ertr-324	174	18	mobile	mobile	ADJ
ertr-324	174	19	computing	computing	NOUN
ertr-324	174	20	systems	system	NOUN
ertr-324	174	21	&	&	CCONJ
ertr-324	174	22	applications	application	NOUN
ertr-324	174	23	,	,	PUNCT
ertr-324	174	24	pp.13	pp.13	NOUN
ertr-324	174	25	-	-	PUNCT
ertr-324	174	26	18	18	NUM
ertr-324	174	27	.	.	PUNCT
ertr-324	175	1	horvitz	horvitz	PROPN
ertr-324	175	2	,	,	PUNCT
ertr-324	175	3	e.	e.	PROPN
ertr-324	175	4	&	&	CCONJ
ertr-324	175	5	krumm	krumm	PROPN
ertr-324	175	6	,	,	PUNCT
ertr-324	175	7	j.	j.	PROPN
ertr-324	175	8	(	(	PUNCT
ertr-324	175	9	2012	2012	NUM
ertr-324	175	10	)	)	PUNCT
ertr-324	175	11	.	.	PUNCT
ertr-324	176	1	some	some	DET
ertr-324	176	2	help	help	NOUN
ertr-324	176	3	on	on	ADP
ertr-324	176	4	the	the	DET
ertr-324	176	5	way	way	NOUN
ertr-324	176	6	:	:	PUNCT
ertr-324	176	7	opportunistic	opportunistic	ADJ
ertr-324	176	8	routing	routing	NOUN
ertr-324	176	9	under	under	ADP
ertr-324	176	10	uncertainty	uncertainty	NOUN
ertr-324	176	11	,	,	PUNCT
ertr-324	176	12	ubicomp	ubicomp	NOUN
ertr-324	176	13	,	,	PUNCT
ertr-324	176	14	99.371	99.371	NUM
ertr-324	176	15	-	-	SYM
ertr-324	176	16	380	380	NUM
ertr-324	176	17	.	.	PUNCT
ertr-324	177	1	ieiri	ieiri	PROPN
ertr-324	177	2	,	,	PUNCT
ertr-324	177	3	y.	y.	PROPN
ertr-324	177	4	,	,	PUNCT
ertr-324	177	5	nakajima	nakajima	PROPN
ertr-324	177	6	,	,	PUNCT
ertr-324	177	7	y.	y.	PROPN
ertr-324	177	8	,	,	PUNCT
ertr-324	177	9	&	&	CCONJ
ertr-324	177	10	hishiyama	hishiyama	PROPN
ertr-324	177	11	,	,	PUNCT
ertr-324	177	12	r.	r.	PROPN
ertr-324	177	13	(	(	PUNCT
ertr-324	177	14	2018	2018	NUM
ertr-324	177	15	)	)	PUNCT
ertr-324	177	16	.	.	PUNCT
ertr-324	178	1	construction	construction	NOUN
ertr-324	178	2	of	of	ADP
ertr-324	178	3	the	the	DET
ertr-324	178	4	method	method	NOUN
ertr-324	178	5	to	to	PART
ertr-324	178	6	discovery	discovery	VERB
ertr-324	178	7	potential	potential	ADJ
ertr-324	178	8	sightseeing	sightseeing	NOUN
ertr-324	178	9	spot	spot	NOUN
ertr-324	178	10	based	base	VERB
ertr-324	178	11	on	on	ADP
ertr-324	178	12	information	information	NOUN
ertr-324	178	13	integration	integration	NOUN
ertr-324	178	14	process	process	NOUN
ertr-324	178	15	,	,	PUNCT
ertr-324	178	16	the	the	DET
ertr-324	178	17	ieice	ieice	NOUN
ertr-324	178	18	transactions	transaction	NOUN
ertr-324	178	19	,	,	PUNCT
ertr-324	178	20	d	d	X
ertr-324	178	21	,	,	PUNCT
ertr-324	178	22	vol.j101	vol.j101	PROPN
ertr-324	178	23	-	-	SYM
ertr-324	178	24	d	d	PROPN
ertr-324	178	25	,	,	PUNCT
ertr-324	178	26	no.9	no.9	PROPN
ertr-324	178	27	,	,	PUNCT
ertr-324	178	28	pp.1325	pp.1325	PROPN
ertr-324	178	29	-	-	PUNCT
ertr-324	178	30	1333	1333	NUM
ertr-324	178	31	.	.	PUNCT
ertr-324	179	1	e	e	X
ertr-324	179	2	-	-	NOUN
ertr-324	179	3	review	review	NOUN
ertr-324	179	4	of	of	ADP
ertr-324	179	5	tourism	tourism	NOUN
ertr-324	179	6	research	research	NOUN
ertr-324	179	7	(	(	PUNCT
ertr-324	179	8	ertr	ertr	NOUN
ertr-324	179	9	)	)	PUNCT
ertr-324	179	10	,	,	PUNCT
ertr-324	179	11	vol	vol	NOUN
ertr-324	179	12	.	.	PROPN
ertr-324	179	13	16	16	NUM
ertr-324	179	14	,	,	PUNCT
ertr-324	179	15	no	no	INTJ
ertr-324	179	16	.	.	PUNCT
ertr-324	179	17	2/3	2/3	NUM
ertr-324	179	18	,	,	PUNCT
ertr-324	179	19	2019	2019	NUM
ertr-324	179	20	http://ertr.tamu.edu	http://ertr.tamu.edu	NOUN
ertr-324	179	21	126	126	NUM
ertr-324	179	22	inoue	inoue	NOUN
ertr-324	179	23	,	,	PUNCT
ertr-324	179	24	h.	h.	PROPN
ertr-324	179	25	,	,	PUNCT
ertr-324	179	26	kubota	kubota	PROPN
ertr-324	179	27	,	,	PUNCT
ertr-324	179	28	s.	s.	PROPN
ertr-324	179	29	,	,	PUNCT
ertr-324	179	30	inoue	inoue	PROPN
ertr-324	179	31	,	,	PUNCT
ertr-324	179	32	r.	r.	PROPN
ertr-324	179	33	,	,	PUNCT
ertr-324	179	34	&	&	CCONJ
ertr-324	179	35	shigetaka	shigetaka	PROPN
ertr-324	179	36	,	,	PUNCT
ertr-324	179	37	k.	k.	PROPN
ertr-324	179	38	(	(	PUNCT
ertr-324	179	39	2015	2015	NUM
ertr-324	179	40	)	)	PUNCT
ertr-324	179	41	.	.	PUNCT
ertr-324	180	1	research	research	NOUN
ertr-324	180	2	on	on	ADP
ertr-324	180	3	acquisition	acquisition	NOUN
ertr-324	180	4	of	of	ADP
ertr-324	180	5	highly	highly	ADV
ertr-324	180	6	accurate	accurate	ADJ
ertr-324	180	7	three	three	NUM
ertr-324	180	8	-	-	PUNCT
ertr-324	180	9	dimensional	dimensional	ADJ
ertr-324	180	10	position	position	NOUN
ertr-324	180	11	information	information	NOUN
ertr-324	180	12	using	use	VERB
ertr-324	180	13	smartphone	smartphone	NOUN
ertr-324	180	14	's	's	PART
ertr-324	180	15	gps	gps	PROPN
ertr-324	180	16	sensor	sensor	NOUN
ertr-324	180	17	,	,	PUNCT
ertr-324	180	18	journal	journal	NOUN
ertr-324	180	19	of	of	ADP
ertr-324	180	20	jsce	jsce	PROPN
ertr-324	180	21	f3	f3	PROPN
ertr-324	180	22	,	,	PUNCT
ertr-324	180	23	vol.71	vol.71	NOUN
ertr-324	180	24	,	,	PUNCT
ertr-324	180	25	no.2	no.2	PROPN
ertr-324	180	26	,	,	PUNCT
ertr-324	180	27	pp.152	pp.152	PROPN
ertr-324	180	28	-	-	SYM
ertr-324	180	29	168	168	NUM
ertr-324	180	30	.	.	PUNCT
ertr-324	181	1	kasahara	kasahara	PROPN
ertr-324	181	2	,	,	PUNCT
ertr-324	181	3	h.	h.	PROPN
ertr-324	181	4	,	,	PUNCT
ertr-324	181	5	mori	mori	PROPN
ertr-324	181	6	,	,	PUNCT
ertr-324	181	7	m.	m.	NOUN
ertr-324	181	8	,	,	PUNCT
ertr-324	181	9	mukunoki	mukunoki	PROPN
ertr-324	181	10	,	,	PUNCT
ertr-324	181	11	m.	m.	NOUN
ertr-324	181	12	,	,	PUNCT
ertr-324	181	13	&	&	CCONJ
ertr-324	181	14	minoh	minoh	PROPN
ertr-324	181	15	,	,	PUNCT
ertr-324	181	16	m.	m.	NOUN
ertr-324	181	17	(	(	PUNCT
ertr-324	181	18	2015	2015	NUM
ertr-324	181	19	)	)	PUNCT
ertr-324	181	20	.	.	PUNCT
ertr-324	182	1	tourist	tourist	NOUN
ertr-324	182	2	status	status	NOUN
ertr-324	182	3	estimation	estimation	NOUN
ertr-324	182	4	from	from	ADP
ertr-324	182	5	gps	gps	PROPN
ertr-324	182	6	trajectory	trajectory	NOUN
ertr-324	182	7	using	use	VERB
ertr-324	182	8	environmental	environmental	ADJ
ertr-324	182	9	constraints	constraint	NOUN
ertr-324	182	10	,	,	PUNCT
ertr-324	182	11	proceedings	proceeding	NOUN
ertr-324	182	12	of	of	ADP
ertr-324	182	13	the	the	DET
ertr-324	182	14	annual	annual	ADJ
ertr-324	182	15	conference	conference	NOUN
ertr-324	182	16	of	of	ADP
ertr-324	182	17	jsai	jsai	PROPN
ertr-324	182	18	(	(	PUNCT
ertr-324	182	19	cd	cd	PROPN
ertr-324	182	20	-	-	PUNCT
ertr-324	182	21	rom	rom	NOUN
ertr-324	182	22	)	)	PUNCT
ertr-324	182	23	,	,	PUNCT
ertr-324	183	1	vol.29	vol.29	NOUN
ertr-324	183	2	.	.	PUNCT
ertr-324	183	3	kasahara	kasahara	PROPN
ertr-324	183	4	,	,	PUNCT
ertr-324	183	5	h.	h.	PROPN
ertr-324	183	6	,	,	PUNCT
ertr-324	183	7	tamura	tamura	PROPN
ertr-324	183	8	,	,	PUNCT
ertr-324	183	9	k.	k.	PROPN
ertr-324	183	10	,	,	PUNCT
ertr-324	183	11	iiyama	iiyama	PROPN
ertr-324	183	12	,	,	PUNCT
ertr-324	183	13	m.	m.	NOUN
ertr-324	183	14	,	,	PUNCT
ertr-324	183	15	mukunoki	mukunoki	PROPN
ertr-324	183	16	,	,	PUNCT
ertr-324	183	17	m.	m.	NOUN
ertr-324	183	18	,	,	PUNCT
ertr-324	183	19	&	&	CCONJ
ertr-324	183	20	minoh	minoh	PROPN
ertr-324	183	21	,	,	PUNCT
ertr-324	183	22	m.	m.	NOUN
ertr-324	183	23	(	(	PUNCT
ertr-324	183	24	2016	2016	NUM
ertr-324	183	25	)	)	PUNCT
ertr-324	183	26	.	.	PUNCT
ertr-324	184	1	tourist	tourist	NOUN
ertr-324	184	2	behavior	behavior	NOUN
ertr-324	184	3	model	model	NOUN
ertr-324	184	4	construction	construction	NOUN
ertr-324	184	5	based	base	VERB
ertr-324	184	6	on	on	ADP
ertr-324	184	7	track	track	NOUN
ertr-324	184	8	of	of	ADP
ertr-324	184	9	tourists	tourist	NOUN
ertr-324	184	10	using	use	VERB
ertr-324	184	11	regional	regional	ADJ
ertr-324	184	12	environmental	environmental	ADJ
ertr-324	184	13	factors	factor	NOUN
ertr-324	184	14	and	and	CCONJ
ertr-324	184	15	application	application	NOUN
ertr-324	184	16	,	,	PUNCT
ertr-324	184	17	ipsj	ipsj	NOUN
ertr-324	184	18	journal	journal	PROPN
ertr-324	184	19	,	,	PUNCT
ertr-324	184	20	vol.57	vol.57	PROPN
ertr-324	184	21	,	,	PUNCT
ertr-324	184	22	no.5	no.5	PROPN
ertr-324	184	23	,	,	PUNCT
ertr-324	184	24	pp.1411	pp.1411	PROPN
ertr-324	184	25	-	-	PUNCT
ertr-324	184	26	1420	1420	NUM
ertr-324	184	27	.	.	PUNCT
ertr-324	185	1	krumm	krumm	PROPN
ertr-324	185	2	,	,	PUNCT
ertr-324	185	3	j.	j.	PROPN
ertr-324	185	4	&	&	CCONJ
ertr-324	185	5	horvitz	horvitz	PROPN
ertr-324	185	6	,	,	PUNCT
ertr-324	185	7	h.	h.	PROPN
ertr-324	185	8	(	(	PUNCT
ertr-324	185	9	2006	2006	NUM
ertr-324	185	10	)	)	PUNCT
ertr-324	185	11	.	.	PUNCT
ertr-324	186	1	predestination	predestination	NOUN
ertr-324	186	2	:	:	PUNCT
ertr-324	186	3	inferring	infer	VERB
ertr-324	186	4	destinations	destination	NOUN
ertr-324	186	5	from	from	ADP
ertr-324	186	6	partial	partial	ADJ
ertr-324	186	7	trajectories	trajectory	NOUN
ertr-324	186	8	,	,	PUNCT
ertr-324	186	9	ubicomp	ubicomp	ADJ
ertr-324	186	10	,	,	PUNCT
ertr-324	186	11	pp.371	pp.371	NOUN
ertr-324	186	12	-	-	PUNCT
ertr-324	186	13	380	380	NUM
ertr-324	186	14	.	.	PUNCT
ertr-324	187	1	krumm	krumm	PROPN
ertr-324	187	2	,	,	PUNCT
ertr-324	187	3	j.	j.	PROPN
ertr-324	187	4	&	&	CCONJ
ertr-324	187	5	horvitz	horvitz	PROPN
ertr-324	187	6	,	,	PUNCT
ertr-324	187	7	e.	e.	PROPN
ertr-324	187	8	(	(	PUNCT
ertr-324	187	9	2007	2007	NUM
ertr-324	187	10	)	)	PUNCT
ertr-324	187	11	.	.	PUNCT
ertr-324	188	1	predestination	predestination	NOUN
ertr-324	188	2	:	:	PUNCT
ertr-324	188	3	where	where	SCONJ
ertr-324	188	4	do	do	AUX
ertr-324	188	5	you	you	PRON
ertr-324	188	6	want	want	VERB
ertr-324	188	7	to	to	PART
ertr-324	188	8	go	go	VERB
ertr-324	188	9	today	today	NOUN
ertr-324	188	10	?	?	PUNCT
ertr-324	188	11	,	,	PUNCT
ertr-324	188	12	ieee	ieee	NOUN
ertr-324	188	13	computer	computer	NOUN
ertr-324	188	14	,	,	PUNCT
ertr-324	188	15	pp	pp	ADP
ertr-324	188	16	.	.	PUNCT
ertr-324	189	1	105	105	NUM
ertr-324	189	2	-	-	SYM
ertr-324	189	3	107	107	NUM
ertr-324	189	4	.	.	PUNCT
ertr-324	190	1	kurashima	kurashima	PROPN
ertr-324	190	2	t.	t.	PROPN
ertr-324	190	3	,	,	PUNCT
ertr-324	190	4	iwata	iwata	PROPN
ertr-324	190	5	t.	t.	PROPN
ertr-324	190	6	,	,	PUNCT
ertr-324	190	7	irie	irie	PROPN
ertr-324	190	8	g.	g.	PROPN
ertr-324	190	9	,	,	PUNCT
ertr-324	190	10	&	&	CCONJ
ertr-324	190	11	fujimura	fujimura	PROPN
ertr-324	190	12	k.	k.	PROPN
ertr-324	190	13	(	(	PUNCT
ertr-324	190	14	2010	2010	NUM
ertr-324	190	15	)	)	PUNCT
ertr-324	190	16	.	.	PUNCT
ertr-324	191	1	travel	travel	NOUN
ertr-324	191	2	route	route	NOUN
ertr-324	191	3	recommendation	recommendation	NOUN
ertr-324	191	4	using	use	VERB
ertr-324	191	5	geotags	geotag	NOUN
ertr-324	191	6	in	in	ADP
ertr-324	191	7	photo	photo	NOUN
ertr-324	191	8	sharing	sharing	NOUN
ertr-324	191	9	sites	site	NOUN
ertr-324	191	10	,	,	PUNCT
ertr-324	191	11	proc	proc	NOUN
ertr-324	191	12	.	.	PROPN
ertr-324	191	13	,	,	PUNCT
ertr-324	191	14	19th	19th	ADJ
ertr-324	191	15	acm	acm	PROPN
ertr-324	191	16	international	international	ADJ
ertr-324	191	17	conference	conference	NOUN
ertr-324	191	18	on	on	ADP
ertr-324	191	19	information	information	NOUN
ertr-324	191	20	and	and	CCONJ
ertr-324	191	21	knowledge	knowledge	NOUN
ertr-324	191	22	management	management	NOUN
ertr-324	191	23	,	,	PUNCT
ertr-324	191	24	pp.579	pp.579	PROPN
ertr-324	191	25	-	-	PUNCT
ertr-324	191	26	588	588	NUM
ertr-324	191	27	.	.	PUNCT
ertr-324	192	1	okada	okada	PROPN
ertr-324	192	2	,	,	PUNCT
ertr-324	192	3	k.	k.	PROPN
ertr-324	192	4	,	,	PUNCT
ertr-324	192	5	yokoyama	yokoyama	PROPN
ertr-324	192	6	,	,	PUNCT
ertr-324	192	7	t.	t.	PROPN
ertr-324	192	8	,	,	PUNCT
ertr-324	192	9	okuda	okuda	PROPN
ertr-324	192	10	,	,	PUNCT
ertr-324	192	11	t.	t.	PROPN
ertr-324	192	12	,	,	PUNCT
ertr-324	192	13	kashihara	kashihara	PROPN
ertr-324	192	14	,	,	PUNCT
ertr-324	192	15	s.	s.	PROPN
ertr-324	192	16	,	,	PUNCT
ertr-324	192	17	kadibayashi	kadibayashi	PROPN
ertr-324	192	18	,	,	PUNCT
ertr-324	192	19	y.	y.	PROPN
ertr-324	192	20	,	,	PUNCT
ertr-324	192	21	&	&	CCONJ
ertr-324	192	22	yamaguchi	yamaguchi	PROPN
ertr-324	192	23	,	,	PUNCT
ertr-324	192	24	s.	s.	PROPN
ertr-324	192	25	(	(	PUNCT
ertr-324	192	26	2008	2008	NUM
ertr-324	192	27	)	)	PUNCT
ertr-324	192	28	.	.	PUNCT
ertr-324	193	1	proposal	proposal	NOUN
ertr-324	193	2	of	of	ADP
ertr-324	193	3	a	a	DET
ertr-324	193	4	method	method	NOUN
ertr-324	193	5	for	for	ADP
ertr-324	193	6	extracting	extract	VERB
ertr-324	193	7	points	point	NOUN
ertr-324	193	8	of	of	ADP
ertr-324	193	9	interest	interest	NOUN
ertr-324	193	10	from	from	ADP
ertr-324	193	11	user	user	NOUN
ertr-324	193	12	's	's	PART
ertr-324	193	13	trajectory	trajectory	NOUN
ertr-324	193	14	,	,	PUNCT
ertr-324	193	15	ipsj	ipsj	VERB
ertr-324	193	16	sig	sig	NOUN
ertr-324	193	17	technical	technical	ADJ
ertr-324	193	18	report	report	NOUN
ertr-324	193	19	,	,	PUNCT
ertr-324	193	20	vol.2008	vol.2008	PROPN
ertr-324	193	21	,	,	PUNCT
ertr-324	193	22	issue.91	issue.91	PROPN
ertr-324	193	23	,	,	PUNCT
ertr-324	193	24	pp.89	pp.89	PROPN
ertr-324	193	25	-	-	PUNCT
ertr-324	193	26	94	94	NUM
ertr-324	193	27	.	.	PUNCT
ertr-324	194	1	suhara	suhara	NOUN
ertr-324	194	2	,	,	PUNCT
ertr-324	194	3	y.	y.	PROPN
ertr-324	194	4	,	,	PUNCT
ertr-324	194	5	toda	toda	PROPN
ertr-324	194	6	,	,	PUNCT
ertr-324	194	7	h.	h.	PROPN
ertr-324	194	8	,	,	PUNCT
ertr-324	194	9	nishikawa	nishikawa	PROPN
ertr-324	194	10	,	,	PUNCT
ertr-324	194	11	j.	j.	PROPN
ertr-324	194	12	,	,	PUNCT
ertr-324	194	13	&	&	CCONJ
ertr-324	194	14	washizaki	washizaki	PROPN
ertr-324	194	15	,	,	PUNCT
ertr-324	194	16	s.	s.	PROPN
ertr-324	194	17	(	(	PUNCT
ertr-324	194	18	2013	2013	NUM
ertr-324	194	19	)	)	PUNCT
ertr-324	194	20	.	.	PUNCT
ertr-324	195	1	simultaneous	simultaneous	ADJ
ertr-324	195	2	estimation	estimation	NOUN
ertr-324	195	3	of	of	ADP
ertr-324	195	4	staying	staying	NOUN
ertr-324	195	5	points	point	NOUN
ertr-324	195	6	and	and	CCONJ
ertr-324	195	7	visited	visit	VERB
ertr-324	195	8	poi	poi	PROPN
ertr-324	195	9	from	from	ADP
ertr-324	195	10	gps	gps	PROPN
ertr-324	195	11	log	log	NOUN
ertr-324	195	12	using	use	VERB
ertr-324	195	13	integer	integer	NOUN
ertr-324	195	14	programming	programming	NOUN
ertr-324	195	15	,	,	PUNCT
ertr-324	195	16	ipsj	ipsj	VERB
ertr-324	195	17	sig	sig	NOUN
ertr-324	195	18	technical	technical	ADJ
ertr-324	195	19	report	report	NOUN
ertr-324	195	20	,	,	PUNCT
ertr-324	195	21	vol.2013	vol.2013	PROPN
ertr-324	195	22	-	-	PUNCT
ertr-324	195	23	dbs-158	dbs-158	NOUN
ertr-324	195	24	,	,	PUNCT
ertr-324	195	25	no.24	no.24	NOUN
ertr-324	195	26	,	,	PUNCT
ertr-324	195	27	pp.1	pp.1	NOUN
ertr-324	195	28	-	-	PUNCT
ertr-324	195	29	8	8	NUM
ertr-324	195	30	.	.	PUNCT
ertr-324	196	1	takimoto	takimoto	NOUN
ertr-324	196	2	,	,	PUNCT
ertr-324	196	3	y.	y.	PROPN
ertr-324	196	4	,	,	PUNCT
ertr-324	196	5	nishida	nishida	PROPN
ertr-324	196	6	,	,	PUNCT
ertr-324	196	7	k.	k.	PROPN
ertr-324	196	8	,	,	PUNCT
ertr-324	196	9	endo	endo	PROPN
ertr-324	196	10	,	,	PUNCT
ertr-324	196	11	y.	y.	PROPN
ertr-324	196	12	,	,	PUNCT
ertr-324	196	13	toda	toda	PROPN
ertr-324	196	14	,	,	PUNCT
ertr-324	196	15	h.	h.	PROPN
ertr-324	196	16	,	,	PUNCT
ertr-324	196	17	sawada	sawada	PROPN
ertr-324	196	18	,	,	PUNCT
ertr-324	196	19	h.	h.	PROPN
ertr-324	196	20	,	,	PUNCT
ertr-324	196	21	&	&	CCONJ
ertr-324	196	22	ishikawa	ishikawa	PROPN
ertr-324	196	23	,	,	PUNCT
ertr-324	196	24	h.	h.	PROPN
ertr-324	196	25	(	(	PUNCT
ertr-324	196	26	2017	2017	NUM
ertr-324	196	27	)	)	PUNCT
ertr-324	196	28	.	.	PUNCT
ertr-324	197	1	personalized	personalize	VERB
ertr-324	197	2	destination	destination	NOUN
ertr-324	197	3	prediction	prediction	NOUN
ertr-324	197	4	with	with	ADP
ertr-324	197	5	consideration	consideration	NOUN
ertr-324	197	6	of	of	ADP
ertr-324	197	7	time	time	NOUN
ertr-324	197	8	zone	zone	NOUN
ertr-324	197	9	,	,	PUNCT
ertr-324	197	10	the	the	DET
ertr-324	197	11	ieice	ieice	NOUN
ertr-324	197	12	transactions	transaction	NOUN
ertr-324	197	13	,	,	PUNCT
ertr-324	197	14	d	d	X
ertr-324	197	15	,	,	PUNCT
ertr-324	197	16	vol.j100	vol.j100	PROPN
ertr-324	197	17	-	-	SYM
ertr-324	197	18	d	d	PROPN
ertr-324	197	19	,	,	PUNCT
ertr-324	197	20	no.4	no.4	PROPN
ertr-324	197	21	,	,	PUNCT
ertr-324	197	22	pp.472	pp.472	NOUN
ertr-324	197	23	-	-	ADJ
ertr-324	197	24	484	484	NUM
ertr-324	197	25	.	.	PUNCT
ertr-324	198	1	tamura	tamura	PROPN
ertr-324	198	2	,	,	PUNCT
ertr-324	198	3	k.	k.	PROPN
ertr-324	198	4	,	,	PUNCT
ertr-324	198	5	kasahara	kasahara	PROPN
ertr-324	198	6	,	,	PUNCT
ertr-324	198	7	h.	h.	PROPN
ertr-324	198	8	,	,	PUNCT
ertr-324	198	9	&	&	CCONJ
ertr-324	198	10	mukunoki	mukunoki	PROPN
ertr-324	198	11	,	,	PUNCT
ertr-324	198	12	m.	m.	NOUN
ertr-324	198	13	(	(	PUNCT
ertr-324	198	14	2014	2014	NUM
ertr-324	198	15	)	)	PUNCT
ertr-324	198	16	.	.	PUNCT
ertr-324	199	1	modeling	model	VERB
ertr-324	199	2	tourist	tourist	NOUN
ertr-324	199	3	activity	activity	NOUN
ertr-324	199	4	via	via	ADP
ertr-324	199	5	probe	probe	NOUN
ertr-324	199	6	-	-	PUNCT
ertr-324	199	7	car	car	NOUN
ertr-324	199	8	data	datum	NOUN
ertr-324	199	9	and	and	CCONJ
ertr-324	199	10	stop	stop	VERB
ertr-324	199	11	area	area	NOUN
ertr-324	199	12	similarity	similarity	NOUN
ertr-324	199	13	.	.	PUNCT
ertr-324	200	1	society	society	NOUN
ertr-324	200	2	for	for	ADP
ertr-324	200	3	tourism	tourism	NOUN
ertr-324	200	4	informatics	informatic	NOUN
ertr-324	200	5	,	,	PUNCT
ertr-324	200	6	10(1	10(1	NUM
ertr-324	200	7	)	)	PUNCT
ertr-324	200	8	,	,	PUNCT
ertr-324	200	9	pp.101	pp.101	NOUN
ertr-324	200	10	-	-	PUNCT
ertr-324	200	11	112	112	NUM
ertr-324	200	12	.	.	PUNCT
ertr-324	201	1	xue	xue	PROPN
ertr-324	201	2	,	,	PUNCT
ertr-324	201	3	a.y	a.y	PROPN
ertr-324	201	4	.	.	PROPN
ertr-324	201	5	,	,	PUNCT
ertr-324	201	6	zhang	zhang	PROPN
ertr-324	201	7	,	,	PUNCT
ertr-324	201	8	r.	r.	PROPN
ertr-324	201	9	,	,	PUNCT
ertr-324	201	10	zheng	zheng	PROPN
ertr-324	201	11	,	,	PUNCT
ertr-324	201	12	y.	y.	PROPN
ertr-324	201	13	,	,	PUNCT
ertr-324	201	14	xie	xie	PROPN
ertr-324	201	15	,	,	PUNCT
ertr-324	201	16	x.	x.	PROPN
ertr-324	201	17	,	,	PUNCT
ertr-324	201	18	huang	huang	PROPN
ertr-324	201	19	,	,	PUNCT
ertr-324	201	20	j.	j.	PROPN
ertr-324	201	21	&	&	CCONJ
ertr-324	201	22	xu	xu	PROPN
ertr-324	201	23	,	,	PUNCT
ertr-324	201	24	z.	z.	PROPN
ertr-324	201	25	(	(	PUNCT
ertr-324	201	26	2013	2013	NUM
ertr-324	201	27	)	)	PUNCT
ertr-324	201	28	.	.	PUNCT
ertr-324	202	1	destination	destination	NOUN
ertr-324	202	2	prediction	prediction	NOUN
ertr-324	202	3	by	by	ADP
ertr-324	202	4	sub	sub	ADJ
ertr-324	202	5	-	-	ADJ
ertr-324	202	6	trajectory	trajectory	ADJ
ertr-324	202	7	synthesis	synthesis	NOUN
ertr-324	202	8	and	and	CCONJ
ertr-324	202	9	privacy	privacy	NOUN
ertr-324	202	10	protection	protection	NOUN
ertr-324	202	11	against	against	ADP
ertr-324	202	12	such	such	ADJ
ertr-324	202	13	prediction	prediction	NOUN
ertr-324	202	14	:	:	PUNCT
ertr-324	202	15	icde	icde	NOUN
ertr-324	202	16	,	,	PUNCT
ertr-324	202	17	pp.254	pp.254	PROPN
ertr-324	202	18	-	-	SYM
ertr-324	202	19	256	256	NUM
ertr-324	202	20	.	.	PUNCT
ertr-324	203	1	xue	xue	PROPN
ertr-324	203	2	,	,	PUNCT
ertr-324	203	3	a.y	a.y	PROPN
ertr-324	203	4	.	.	PROPN
ertr-324	203	5	,	,	PUNCT
ertr-324	203	6	qi	qi	PROPN
ertr-324	203	7	,	,	PUNCT
ertr-324	203	8	j.	j.	PROPN
ertr-324	203	9	,	,	PUNCT
ertr-324	203	10	xie	xie	PROPN
ertr-324	203	11	,	,	PUNCT
ertr-324	203	12	x.	x.	PROPN
ertr-324	203	13	,	,	PUNCT
ertr-324	203	14	zhang	zhang	PROPN
ertr-324	203	15	,	,	PUNCT
ertr-324	203	16	r.	r.	PROPN
ertr-324	203	17	,	,	PUNCT
ertr-324	203	18	huang	huang	PROPN
ertr-324	203	19	,	,	PUNCT
ertr-324	203	20	j.	j.	PROPN
ertr-324	203	21	and	and	CCONJ
ertr-324	203	22	li	li	PROPN
ertr-324	203	23	,	,	PUNCT
ertr-324	203	24	y.	y.	PROPN
ertr-324	203	25	(	(	PUNCT
ertr-324	203	26	2015	2015	NUM
ertr-324	203	27	)	)	PUNCT
ertr-324	203	28	.	.	PUNCT
ertr-324	204	1	solving	solve	VERB
ertr-324	204	2	the	the	DET
ertr-324	204	3	data	datum	NOUN
ertr-324	204	4	sparsity	sparsity	NOUN
ertr-324	204	5	problem	problem	NOUN
ertr-324	204	6	in	in	ADP
ertr-324	204	7	destination	destination	NOUN
ertr-324	204	8	prediction	prediction	NOUN
ertr-324	204	9	,	,	PUNCT
ertr-324	204	10	the	the	DET
ertr-324	204	11	vldb	vldb	ADJ
ertr-324	204	12	journal	journal	NOUN
ertr-324	204	13	24	24	NUM
ertr-324	204	14	,	,	PUNCT
ertr-324	204	15	pp.219	pp.219	NOUN
ertr-324	204	16	-	-	PUNCT
ertr-324	204	17	243	243	NUM
ertr-324	204	18	.	.	PUNCT
ertr-324	205	1	zheng	zheng	PROPN
ertr-324	205	2	,	,	PUNCT
ertr-324	205	3	y.	y.	PROPN
ertr-324	205	4	,	,	PUNCT
ertr-324	205	5	zhang	zhang	PROPN
ertr-324	205	6	,	,	PUNCT
ertr-324	205	7	l.	l.	PROPN
ertr-324	205	8	,	,	PUNCT
ertr-324	205	9	xie	xie	PROPN
ertr-324	205	10	,	,	PUNCT
ertr-324	205	11	x.	x.	PROPN
ertr-324	205	12	,	,	PUNCT
ertr-324	205	13	ma	ma	PROPN
ertr-324	205	14	,	,	PUNCT
ertr-324	205	15	w.y	w.y	PROPN
ertr-324	205	16	.	.	PUNCT
ertr-324	205	17	(	(	PUNCT
ertr-324	205	18	2009	2009	NUM
ertr-324	205	19	)	)	PUNCT
ertr-324	205	20	.	.	PUNCT
ertr-324	206	1	mining	mine	VERB
ertr-324	206	2	interesting	interesting	ADJ
ertr-324	206	3	locations	location	NOUN
ertr-324	206	4	and	and	CCONJ
ertr-324	206	5	travel	travel	VERB
ertr-324	206	6	sequences	sequence	NOUN
ertr-324	206	7	from	from	ADP
ertr-324	206	8	gps	gps	PROPN
ertr-324	206	9	trajectories	trajectory	NOUN
ertr-324	206	10	,	,	PUNCT
ertr-324	206	11	proceedings	proceeding	NOUN
ertr-324	206	12	of	of	ADP
ertr-324	206	13	the	the	DET
ertr-324	206	14	18th	18th	ADJ
ertr-324	206	15	international	international	ADJ
ertr-324	206	16	conference	conference	NOUN
ertr-324	206	17	on	on	ADP
ertr-324	206	18	world	world	NOUN
ertr-324	206	19	wide	wide	ADJ
ertr-324	206	20	web	web	NOUN
ertr-324	206	21	,	,	PUNCT
ertr-324	206	22	pp.791	pp.791	NOUN
ertr-324	206	23	-	-	PUNCT
ertr-324	206	24	800	800	NUM
ertr-324	206	25	.	.	PUNCT
ertr-324	207	1	zheng	zheng	PROPN
ertr-324	207	2	,	,	PUNCT
ertr-324	207	3	y.t	y.t	PROPN
ertr-324	207	4	.	.	PROPN
ertr-324	207	5	,	,	PUNCT
ertr-324	207	6	li	li	PROPN
ertr-324	207	7	,	,	PUNCT
ertr-324	207	8	y.	y.	PROPN
ertr-324	207	9	,	,	PUNCT
ertr-324	207	10	zha	zha	PROPN
ertr-324	207	11	,	,	PUNCT
ertr-324	207	12	z.j	z.j	PROPN
ertr-324	207	13	.	.	PROPN
ertr-324	207	14	&	&	CCONJ
ertr-324	207	15	chua	chua	PROPN
ertr-324	207	16	,	,	PUNCT
ertr-324	207	17	t.s	t.s	PROPN
ertr-324	207	18	.	.	PROPN
ertr-324	207	19	(	(	PUNCT
ertr-324	207	20	2012	2012	NUM
ertr-324	207	21	)	)	PUNCT
ertr-324	207	22	.	.	PUNCT
ertr-324	208	1	mining	mining	NOUN
ertr-324	208	2	travel	travel	NOUN
ertr-324	208	3	patterns	pattern	NOUN
ertr-324	208	4	from	from	ADP
ertr-324	208	5	gpstagged	gpstagge	VERB
ertr-324	208	6	photos	photo	NOUN
ertr-324	208	7	,	,	PUNCT
ertr-324	208	8	advances	advance	NOUN
ertr-324	208	9	in	in	ADP
ertr-324	208	10	multimedia	multimedia	NOUN
ertr-324	208	11	modeling	modeling	NOUN
ertr-324	208	12	,	,	PUNCT
ertr-324	208	13	acm	acm	NOUN
ertr-324	208	14	transactions	transaction	NOUN
ertr-324	208	15	on	on	ADP
ertr-324	208	16	intelligent	intelligent	ADJ
ertr-324	208	17	systems	system	NOUN
ertr-324	208	18	and	and	CCONJ
ertr-324	208	19	technology	technology	NOUN
ertr-324	208	20	,	,	PUNCT
ertr-324	208	21	volume	volume	NOUN
ertr-324	208	22	3	3	NUM
ertr-324	208	23	,	,	PUNCT
ertr-324	208	24	issue	issue	NOUN
ertr-324	208	25	3	3	NUM
ertr-324	208	26	,	,	PUNCT
ertr-324	208	27	may	may	PROPN
ertr-324	208	28	2012	2012	NUM
ertr-324	208	29	,	,	PUNCT
ertr-324	208	30	pp.1	pp.1	NOUN
ertr-324	208	31	-	-	PUNCT
ertr-324	208	32	18	18	NUM
ertr-324	208	33	.	.	PUNCT
ertr-324	209	1	ziebart	ziebart	PROPN
ertr-324	209	2	,	,	PUNCT
ertr-324	209	3	b.d	b.d	PROPN
ertr-324	209	4	.	.	PROPN
ertr-324	209	5	,	,	PUNCT
ertr-324	209	6	maas	maas	PROPN
ertr-324	209	7	,	,	PUNCT
ertr-324	209	8	a.l	a.l	PROPN
ertr-324	209	9	.	.	PROPN
ertr-324	209	10	,	,	PUNCT
ertr-324	209	11	dey	dey	PROPN
ertr-324	209	12	,	,	PUNCT
ertr-324	209	13	a.k	a.k	PROPN
ertr-324	209	14	.	.	PROPN
ertr-324	209	15	and	and	CCONJ
ertr-324	209	16	bagnell	bagnell	PROPN
ertr-324	209	17	,	,	PUNCT
ertr-324	209	18	j.a	j.a	PROPN
ertr-324	209	19	.	.	PROPN
ertr-324	209	20	(	(	PUNCT
ertr-324	209	21	2008	2008	NUM
ertr-324	209	22	)	)	PUNCT
ertr-324	209	23	navigate	navigate	VERB
ertr-324	209	24	like	like	ADP
ertr-324	209	25	a	a	DET
ertr-324	209	26	cabbie	cabbie	NOUN
ertr-324	209	27	:	:	PUNCT
ertr-324	209	28	probabilistic	probabilistic	ADJ
ertr-324	209	29	reasoning	reasoning	NOUN
ertr-324	209	30	from	from	ADP
ertr-324	209	31	observed	observed	ADJ
ertr-324	209	32	context	context	NOUN
ertr-324	209	33	-	-	PUNCT
ertr-324	209	34	aware	aware	ADJ
ertr-324	209	35	behavior	behavior	NOUN
ertr-324	209	36	,	,	PUNCT
ertr-324	209	37	ubicomp	ubicomp	NOUN
ertr-324	209	38	,	,	PUNCT
ertr-324	209	39	p.322	p.322	PROPN
ertr-324	209	40	-	-	PROPN
ertr-324	209	41	331	331	NUM
ertr-324	209	42	.	.	PUNCT