id	sid	tid	token	lemma	pos
b2773t9679r	1	1	this	this	DET
b2773t9679r	1	2	work	work	NOUN
b2773t9679r	1	3	addresses	address	VERB
b2773t9679r	1	4	research	research	NOUN
b2773t9679r	1	5	questions	question	NOUN
b2773t9679r	1	6	important	important	ADJ
b2773t9679r	1	7	to	to	ADP
b2773t9679r	1	8	the	the	DET
b2773t9679r	1	9	dynamic	dynamic	ADJ
b2773t9679r	1	10	,	,	PUNCT
b2773t9679r	1	11	datadriven	datadriven	ADJ
b2773t9679r	1	12	application	application	NOUN
b2773t9679r	1	13	systems	system	NOUN
b2773t9679r	1	14	(	(	PUNCT
b2773t9679r	1	15	dddas	dddas	PROPN
b2773t9679r	1	16	)	)	PUNCT
b2773t9679r	1	17	community	community	NOUN
b2773t9679r	1	18	:	:	PUNCT
b2773t9679r	1	19	specifically	specifically	ADV
b2773t9679r	1	20	how	how	SCONJ
b2773t9679r	1	21	to	to	PART
b2773t9679r	1	22	create	create	VERB
b2773t9679r	1	23	,	,	PUNCT
b2773t9679r	1	24	update	update	VERB
b2773t9679r	1	25	and	and	CCONJ
b2773t9679r	1	26	validate	validate	NOUN
b2773t9679r	1	27	simulations	simulation	NOUN
b2773t9679r	1	28	instantiated	instantiate	VERB
b2773t9679r	1	29	from	from	ADP
b2773t9679r	1	30	streaming	stream	VERB
b2773t9679r	1	31	sensor	sensor	NOUN
b2773t9679r	1	32	data	datum	NOUN
b2773t9679r	1	33	.	.	PUNCT
b2773t9679r	2	1	the	the	DET
b2773t9679r	2	2	use	use	NOUN
b2773t9679r	2	3	of	of	ADP
b2773t9679r	2	4	agent	agent	NOUN
b2773t9679r	2	5	-	-	PUNCT
b2773t9679r	2	6	based	base	VERB
b2773t9679r	2	7	modeling	modeling	NOUN
b2773t9679r	2	8	simulations	simulation	NOUN
b2773t9679r	2	9	in	in	ADP
b2773t9679r	2	10	an	an	DET
b2773t9679r	2	11	online	online	ADJ
b2773t9679r	2	12	context	context	NOUN
b2773t9679r	2	13	presents	present	VERB
b2773t9679r	2	14	several	several	ADJ
b2773t9679r	2	15	challenges	challenge	NOUN
b2773t9679r	2	16	:	:	PUNCT
b2773t9679r	2	17	simulations	simulation	NOUN
b2773t9679r	2	18	must	must	AUX
b2773t9679r	2	19	demonstrate	demonstrate	VERB
b2773t9679r	2	20	good	good	ADJ
b2773t9679r	2	21	runtime	runtime	NOUN
b2773t9679r	2	22	characteristics	characteristic	NOUN
b2773t9679r	2	23	,	,	PUNCT
b2773t9679r	2	24	yet	yet	ADV
b2773t9679r	2	25	in	in	ADP
b2773t9679r	2	26	order	order	NOUN
b2773t9679r	2	27	to	to	PART
b2773t9679r	2	28	fit	fit	VERB
b2773t9679r	2	29	in	in	ADP
b2773t9679r	2	30	our	our	PRON
b2773t9679r	2	31	validation	validation	NOUN
b2773t9679r	2	32	framework	framework	NOUN
b2773t9679r	2	33	,	,	PUNCT
b2773t9679r	2	34	the	the	DET
b2773t9679r	2	35	simulations	simulation	NOUN
b2773t9679r	2	36	must	must	AUX
b2773t9679r	2	37	be	be	AUX
b2773t9679r	2	38	modular	modular	ADJ
b2773t9679r	2	39	and	and	CCONJ
b2773t9679r	2	40	allow	allow	VERB
b2773t9679r	2	41	for	for	ADP
b2773t9679r	2	42	alternative	alternative	ADJ
b2773t9679r	2	43	models	model	NOUN
b2773t9679r	2	44	of	of	ADP
b2773t9679r	2	45	human	human	ADJ
b2773t9679r	2	46	behavior	behavior	NOUN
b2773t9679r	2	47	.	.	PUNCT
b2773t9679r	3	1	we	we	PRON
b2773t9679r	3	2	present	present	VERB
b2773t9679r	3	3	a	a	DET
b2773t9679r	3	4	simulation	simulation	NOUN
b2773t9679r	3	5	of	of	ADP
b2773t9679r	3	6	pedestrian	pedestrian	NOUN
b2773t9679r	3	7	movement	movement	NOUN
b2773t9679r	3	8	we	we	PRON
b2773t9679r	3	9	have	have	AUX
b2773t9679r	3	10	developed	develop	VERB
b2773t9679r	3	11	according	accord	VERB
b2773t9679r	3	12	to	to	ADP
b2773t9679r	3	13	our	our	PRON
b2773t9679r	3	14	revised	revise	VERB
b2773t9679r	3	15	simulation	simulation	NOUN
b2773t9679r	3	16	design	design	NOUN
b2773t9679r	3	17	criteria	criterion	NOUN
b2773t9679r	3	18	,	,	PUNCT
b2773t9679r	3	19	built	build	VERB
b2773t9679r	3	20	using	use	VERB
b2773t9679r	3	21	techniques	technique	NOUN
b2773t9679r	3	22	from	from	ADP
b2773t9679r	3	23	design	design	NOUN
b2773t9679r	3	24	patterns	pattern	NOUN
b2773t9679r	3	25	and	and	CCONJ
b2773t9679r	3	26	pattern	pattern	NOUN
b2773t9679r	3	27	oriented	orient	VERB
b2773t9679r	3	28	modeling	modeling	NOUN
b2773t9679r	3	29	.	.	PUNCT
b2773t9679r	4	1	we	we	PRON
b2773t9679r	4	2	present	present	VERB
b2773t9679r	4	3	a	a	DET
b2773t9679r	4	4	thorough	thorough	ADJ
b2773t9679r	4	5	evaluation	evaluation	NOUN
b2773t9679r	4	6	of	of	ADP
b2773t9679r	4	7	the	the	DET
b2773t9679r	4	8	simulation	simulation	NOUN
b2773t9679r	4	9	in	in	ADP
b2773t9679r	4	10	terms	term	NOUN
b2773t9679r	4	11	of	of	ADP
b2773t9679r	4	12	model	model	NOUN
b2773t9679r	4	13	validation	validation	NOUN
b2773t9679r	4	14	,	,	PUNCT
b2773t9679r	4	15	simulation	simulation	NOUN
b2773t9679r	4	16	design	design	NOUN
b2773t9679r	4	17	and	and	CCONJ
b2773t9679r	4	18	runtime	runtime	NOUN
b2773t9679r	4	19	characteristics	characteristic	NOUN
b2773t9679r	4	20	.	.	PUNCT
b2773t9679r	5	1	we	we	PRON
b2773t9679r	5	2	present	present	VERB
b2773t9679r	5	3	and	and	CCONJ
b2773t9679r	5	4	evaluate	evaluate	VERB
b2773t9679r	5	5	methods	method	NOUN
b2773t9679r	5	6	for	for	ADP
b2773t9679r	5	7	online	online	ADJ
b2773t9679r	5	8	validation	validation	NOUN
b2773t9679r	5	9	of	of	ADP
b2773t9679r	5	10	agent	agent	NOUN
b2773t9679r	5	11	-	-	PUNCT
b2773t9679r	5	12	based	base	VERB
b2773t9679r	5	13	models	model	NOUN
b2773t9679r	5	14	(	(	PUNCT
b2773t9679r	5	15	abm	abm	PROPN
b2773t9679r	5	16	)	)	PUNCT
b2773t9679r	5	17	.	.	PUNCT
b2773t9679r	6	1	we	we	PRON
b2773t9679r	6	2	introduce	introduce	VERB
b2773t9679r	6	3	an	an	DET
b2773t9679r	6	4	aggregate	aggregate	ADJ
b2773t9679r	6	5	method	method	NOUN
b2773t9679r	6	6	for	for	ADP
b2773t9679r	6	7	online	online	ADJ
b2773t9679r	6	8	creation	creation	NOUN
b2773t9679r	6	9	and	and	CCONJ
b2773t9679r	6	10	updating	updating	NOUN
b2773t9679r	6	11	of	of	ADP
b2773t9679r	6	12	abm	abm	ADJ
b2773t9679r	6	13	simulations	simulation	NOUN
b2773t9679r	6	14	and	and	CCONJ
b2773t9679r	6	15	evaluate	evaluate	VERB
b2773t9679r	6	16	the	the	DET
b2773t9679r	6	17	approach	approach	NOUN
b2773t9679r	6	18	against	against	ADP
b2773t9679r	6	19	alternatives	alternative	NOUN
b2773t9679r	6	20	.	.	PUNCT
b2773t9679r	7	1	we	we	PRON
b2773t9679r	7	2	have	have	AUX
b2773t9679r	7	3	developed	develop	VERB
b2773t9679r	7	4	answers	answer	NOUN
b2773t9679r	7	5	to	to	ADP
b2773t9679r	7	6	these	these	DET
b2773t9679r	7	7	questions	question	NOUN
b2773t9679r	7	8	through	through	ADP
b2773t9679r	7	9	the	the	DET
b2773t9679r	7	10	design	design	NOUN
b2773t9679r	7	11	and	and	CCONJ
b2773t9679r	7	12	implementation	implementation	NOUN
b2773t9679r	7	13	of	of	ADP
b2773t9679r	7	14	a	a	DET
b2773t9679r	7	15	dddas	dddas	PROPN
b2773t9679r	7	16	application	application	NOUN
b2773t9679r	7	17	,	,	PUNCT
b2773t9679r	7	18	the	the	DET
b2773t9679r	7	19	wiper	wiper	NOUN
b2773t9679r	7	20	system	system	NOUN
b2773t9679r	7	21	.	.	PUNCT
b2773t9679r	8	1	the	the	DET
b2773t9679r	8	2	wireless	wireless	ADJ
b2773t9679r	8	3	integrated	integrated	ADJ
b2773t9679r	8	4	phone	phone	NOUN
b2773t9679r	8	5	-	-	PUNCT
b2773t9679r	8	6	based	base	VERB
b2773t9679r	8	7	emergency	emergency	NOUN
b2773t9679r	8	8	response	response	NOUN
b2773t9679r	8	9	system	system	NOUN
b2773t9679r	8	10	is	be	AUX
b2773t9679r	8	11	designed	design	VERB
b2773t9679r	8	12	to	to	PART
b2773t9679r	8	13	provide	provide	VERB
b2773t9679r	8	14	emergency	emergency	NOUN
b2773t9679r	8	15	responders	responder	NOUN
b2773t9679r	8	16	with	with	ADP
b2773t9679r	8	17	timely	timely	ADJ
b2773t9679r	8	18	information	information	NOUN
b2773t9679r	8	19	on	on	ADP
b2773t9679r	8	20	the	the	DET
b2773t9679r	8	21	status	status	NOUN
b2773t9679r	8	22	of	of	ADP
b2773t9679r	8	23	a	a	DET
b2773t9679r	8	24	city	city	NOUN
b2773t9679r	8	25	or	or	CCONJ
b2773t9679r	8	26	region	region	NOUN
b2773t9679r	8	27	,	,	PUNCT
b2773t9679r	8	28	as	as	ADV
b2773t9679r	8	29	well	well	ADV
b2773t9679r	8	30	as	as	ADP
b2773t9679r	8	31	the	the	DET
b2773t9679r	8	32	capability	capability	NOUN
b2773t9679r	8	33	to	to	PART
b2773t9679r	8	34	detect	detect	VERB
b2773t9679r	8	35	,	,	PUNCT
b2773t9679r	8	36	follow	follow	VERB
b2773t9679r	8	37	and	and	CCONJ
b2773t9679r	8	38	possibly	possibly	ADV
b2773t9679r	8	39	predict	predict	VERB
b2773t9679r	8	40	crisis	crisis	NOUN
b2773t9679r	8	41	events	event	NOUN
b2773t9679r	8	42	.	.	PUNCT
b2773t9679r	9	1	wiper	wiper	NOUN
b2773t9679r	9	2	uses	use	VERB
b2773t9679r	9	3	the	the	DET
b2773t9679r	9	4	dddas	ddda	NOUN
b2773t9679r	9	5	approach	approach	NOUN
b2773t9679r	9	6	to	to	PART
b2773t9679r	9	7	process	process	VERB
b2773t9679r	9	8	streaming	stream	VERB
b2773t9679r	9	9	information	information	NOUN
b2773t9679r	9	10	from	from	ADP
b2773t9679r	9	11	a	a	DET
b2773t9679r	9	12	cellular	cellular	ADJ
b2773t9679r	9	13	phone	phone	NOUN
b2773t9679r	9	14	service	service	NOUN
b2773t9679r	9	15	provider	provider	NOUN
b2773t9679r	9	16	to	to	PART
b2773t9679r	9	17	detect	detect	VERB
b2773t9679r	9	18	and	and	CCONJ
b2773t9679r	9	19	predict	predict	VERB
b2773t9679r	9	20	crisis	crisis	NOUN
b2773t9679r	9	21	events	event	NOUN
b2773t9679r	9	22	.	.	PUNCT
b2773t9679r	10	1	we	we	PRON
b2773t9679r	10	2	demonstrate	demonstrate	VERB
b2773t9679r	10	3	that	that	SCONJ
b2773t9679r	10	4	real	real	ADJ
b2773t9679r	10	5	time	time	NOUN
b2773t9679r	10	6	simulation	simulation	NOUN
b2773t9679r	10	7	of	of	ADP
b2773t9679r	10	8	pedestrian	pedestrian	NOUN
b2773t9679r	10	9	crowds	crowd	NOUN
b2773t9679r	10	10	is	be	AUX
b2773t9679r	10	11	possible	possible	ADJ
b2773t9679r	10	12	with	with	ADP
b2773t9679r	10	13	our	our	PRON
b2773t9679r	10	14	agent	agent	NOUN
b2773t9679r	10	15	-	-	PUNCT
b2773t9679r	10	16	based	base	VERB
b2773t9679r	10	17	modeling	modeling	NOUN
b2773t9679r	10	18	simulation	simulation	NOUN
b2773t9679r	10	19	and	and	CCONJ
b2773t9679r	10	20	present	present	ADJ
b2773t9679r	10	21	upper	upper	ADJ
b2773t9679r	10	22	bounds	bound	NOUN
b2773t9679r	10	23	on	on	ADP
b2773t9679r	10	24	the	the	DET
b2773t9679r	10	25	population	population	NOUN
b2773t9679r	10	26	size	size	NOUN
b2773t9679r	10	27	that	that	PRON
b2773t9679r	10	28	can	can	AUX
b2773t9679r	10	29	be	be	AUX
b2773t9679r	10	30	simulated	simulate	VERB
b2773t9679r	10	31	in	in	ADP
b2773t9679r	10	32	real	real	ADJ
b2773t9679r	10	33	time	time	NOUN
b2773t9679r	10	34	.	.	PUNCT
b2773t9679r	11	1	we	we	PRON
b2773t9679r	11	2	show	show	VERB
b2773t9679r	11	3	that	that	SCONJ
b2773t9679r	11	4	for	for	ADP
b2773t9679r	11	5	certain	certain	ADJ
b2773t9679r	11	6	validation	validation	NOUN
b2773t9679r	11	7	measures	measure	NOUN
b2773t9679r	11	8	,	,	PUNCT
b2773t9679r	11	9	our	our	PRON
b2773t9679r	11	10	validation	validation	NOUN
b2773t9679r	11	11	approach	approach	NOUN
b2773t9679r	11	12	yields	yield	VERB
b2773t9679r	11	13	100	100	NUM
b2773t9679r	11	14	%	%	NOUN
b2773t9679r	11	15	accuracy	accuracy	NOUN
b2773t9679r	11	16	at	at	ADP
b2773t9679r	11	17	selecting	select	VERB
b2773t9679r	11	18	model	model	NOUN
b2773t9679r	11	19	type	type	NOUN
b2773t9679r	11	20	based	base	VERB
b2773t9679r	11	21	on	on	ADP
b2773t9679r	11	22	simulation	simulation	NOUN
b2773t9679r	11	23	output	output	NOUN
b2773t9679r	11	24	.	.	PUNCT
b2773t9679r	12	1	the	the	DET
b2773t9679r	12	2	results	result	NOUN
b2773t9679r	12	3	of	of	ADP
b2773t9679r	12	4	our	our	PRON
b2773t9679r	12	5	updating	updating	ADJ
b2773t9679r	12	6	approach	approach	NOUN
b2773t9679r	12	7	demonstrates	demonstrate	VERB
b2773t9679r	12	8	that	that	SCONJ
b2773t9679r	12	9	aggregate	aggregate	NOUN
b2773t9679r	12	10	updating	updating	NOUN
b2773t9679r	12	11	is	be	AUX
b2773t9679r	12	12	competitive	competitive	ADJ
b2773t9679r	12	13	with	with	ADP
b2773t9679r	12	14	one	one	NUM
b2773t9679r	12	15	-	-	PUNCT
b2773t9679r	12	16	to	to	ADP
b2773t9679r	12	17	-	-	PUNCT
b2773t9679r	12	18	one	one	NUM
b2773t9679r	12	19	agent	agent	NOUN
b2773t9679r	12	20	-	-	PUNCT
b2773t9679r	12	21	to	to	ADP
b2773t9679r	12	22	-	-	PUNCT
b2773t9679r	12	23	referent	referent	NOUN
b2773t9679r	12	24	reparameterization	reparameterization	NOUN
b2773t9679r	12	25	under	under	ADP
b2773t9679r	12	26	certain	certain	ADJ
b2773t9679r	12	27	conditions	condition	NOUN
b2773t9679r	12	28	.	.	PUNCT