id	sid	tid	token	lemma	pos
bracis-28357	1	1	allocating	allocate	VERB
bracis-28357	1	2	dynamic	dynamic	ADJ
bracis-28357	1	3	and	and	CCONJ
bracis-28357	1	4	 	 	SPACE
bracis-28357	1	5	finite	finite	ADJ
bracis-28357	1	6	resources	resource	NOUN
bracis-28357	1	7	to	to	ADP
bracis-28357	1	8	 	 	SPACE
bracis-28357	1	9	a	a	DET
bracis-28357	1	10	 	 	SPACE
bracis-28357	1	11	set	set	NOUN
bracis-28357	1	12	of	of	ADP
bracis-28357	1	13	 	 	SPACE
bracis-28357	1	14	known	know	VERB
bracis-28357	1	15	tasks	task	NOUN
bracis-28357	1	16	|	|	ADV
bracis-28357	1	17	springer	springer	NOUN
bracis-28357	1	18	nature	nature	PROPN
bracis-28357	1	19	link	link	PROPN
bracis-28357	1	20	(	(	PUNCT
bracis-28357	1	21	formerly	formerly	ADV
bracis-28357	1	22	springerlink	springerlink	NOUN
bracis-28357	1	23	)	)	PUNCT
bracis-28357	1	24	skip	skip	VERB
bracis-28357	1	25	to	to	ADP
bracis-28357	1	26	main	main	ADJ
bracis-28357	1	27	content	content	NOUN
bracis-28357	1	28	advertisement	advertisement	NOUN
bracis-28357	1	29	log	log	NOUN
bracis-28357	1	30	in	in	ADP
bracis-28357	1	31	menu	menu	NOUN
bracis-28357	1	32	find	find	VERB
bracis-28357	1	33	a	a	DET
bracis-28357	1	34	journal	journal	NOUN
bracis-28357	1	35	publish	publish	VERB
bracis-28357	1	36	with	with	ADP
bracis-28357	1	37	us	we	PRON
bracis-28357	1	38	track	track	VERB
bracis-28357	1	39	your	your	PRON
bracis-28357	1	40	research	research	NOUN
bracis-28357	1	41	search	search	NOUN
bracis-28357	1	42	cart	cart	NOUN
bracis-28357	1	43	home	home	NOUN
bracis-28357	1	44	intelligent	intelligent	ADJ
bracis-28357	1	45	systems	system	NOUN
bracis-28357	1	46	conference	conference	NOUN
bracis-28357	1	47	paper	paper	NOUN
bracis-28357	1	48	allocating	allocate	VERB
bracis-28357	1	49	dynamic	dynamic	ADJ
bracis-28357	1	50	and	and	CCONJ
bracis-28357	1	51	 	 	SPACE
bracis-28357	1	52	finite	finite	ADJ
bracis-28357	1	53	resources	resource	NOUN
bracis-28357	1	54	to	to	ADP
bracis-28357	1	55	 	 	SPACE
bracis-28357	1	56	a	a	DET
bracis-28357	1	57	 	 	SPACE
bracis-28357	1	58	set	set	NOUN
bracis-28357	1	59	of	of	ADP
bracis-28357	1	60	 	 	SPACE
bracis-28357	1	61	known	know	VERB
bracis-28357	1	62	tasks	task	NOUN
bracis-28357	1	63	conference	conference	NOUN
bracis-28357	1	64	paper	paper	NOUN
bracis-28357	1	65	first	first	ADV
bracis-28357	1	66	online	online	ADV
bracis-28357	2	1	:	:	PUNCT
bracis-28357	2	2	12	12	NUM
bracis-28357	2	3	october	october	NOUN
bracis-28357	2	4	2023	2023	NUM
bracis-28357	3	1	pp	pp	ADP
bracis-28357	3	2	193–208	193–208	NUM
bracis-28357	3	3	cite	cite	VERB
bracis-28357	3	4	this	this	DET
bracis-28357	3	5	conference	conference	NOUN
bracis-28357	3	6	paper	paper	NOUN
bracis-28357	3	7	access	access	NOUN
bracis-28357	3	8	provided	provide	VERB
bracis-28357	3	9	by	by	ADP
bracis-28357	3	10	university	university	PROPN
bracis-28357	3	11	of	of	ADP
bracis-28357	3	12	notre	notre	PROPN
bracis-28357	3	13	dame	dame	PROPN
bracis-28357	3	14	hesburgh	hesburgh	PROPN
bracis-28357	3	15	library	library	PROPN
bracis-28357	3	16	download	download	PROPN
bracis-28357	3	17	book	book	NOUN
bracis-28357	3	18	pdf	pdf	PROPN
bracis-28357	3	19	download	download	NOUN
bracis-28357	3	20	book	book	NOUN
bracis-28357	3	21	epub	epub	PROPN
bracis-28357	3	22	intelligent	intelligent	ADJ
bracis-28357	3	23	systems	system	NOUN
bracis-28357	3	24	(	(	PUNCT
bracis-28357	3	25	bracis	bracis	NOUN
bracis-28357	3	26	2023	2023	NUM
bracis-28357	3	27	)	)	PUNCT
bracis-28357	3	28	allocating	allocate	VERB
bracis-28357	3	29	dynamic	dynamic	ADJ
bracis-28357	3	30	and	and	CCONJ
bracis-28357	3	31	 	 	SPACE
bracis-28357	3	32	finite	finite	ADJ
bracis-28357	3	33	resources	resource	NOUN
bracis-28357	3	34	to	to	ADP
bracis-28357	3	35	 	 	SPACE
bracis-28357	3	36	a	a	DET
bracis-28357	3	37	 	 	SPACE
bracis-28357	3	38	set	set	NOUN
bracis-28357	3	39	of	of	ADP
bracis-28357	3	40	 	 	SPACE
bracis-28357	3	41	known	know	VERB
bracis-28357	3	42	tasks	task	NOUN
bracis-28357	3	43	download	download	VERB
bracis-28357	3	44	book	book	NOUN
bracis-28357	3	45	pdf	pdf	PROPN
bracis-28357	3	46	download	download	NOUN
bracis-28357	3	47	book	book	PROPN
bracis-28357	3	48	epub	epub	PROPN
bracis-28357	3	49	joão	joão	PROPN
bracis-28357	3	50	da	da	PROPN
bracis-28357	3	51	silva	silva	PROPN
bracis-28357	3	52	  	  	SPACE
bracis-28357	3	53	orcid	orcid	NOUN
bracis-28357	3	54	:	:	PUNCT
bracis-28357	3	55	orcid.org/0009-0003-0101-87049	orcid.org/0009-0003-0101-87049	PROPN
bracis-28357	3	56	,	,	PUNCT
bracis-28357	3	57	sarajane	sarajane	NOUN
bracis-28357	3	58	peres	peres	PROPN
bracis-28357	3	59	  	  	SPACE
bracis-28357	3	60	orcid	orcid	NOUN
bracis-28357	3	61	:	:	PUNCT
bracis-28357	3	62	orcid.org/0000-0003-3551-64809	orcid.org/0000-0003-3551-64809	NOUN
bracis-28357	3	63	,	,	PUNCT
bracis-28357	3	64	daniel	daniel	PROPN
bracis-28357	3	65	cordeiro	cordeiro	PROPN
bracis-28357	3	66	  	  	SPACE
bracis-28357	3	67	orcid	orcid	NOUN
bracis-28357	3	68	:	:	PUNCT
bracis-28357	3	69	orcid.org/0000-0003-4971-73559	orcid.org/0000-0003-4971-73559	PROPN
bracis-28357	3	70	&	&	CCONJ
bracis-28357	3	71	…	…	PUNCT
bracis-28357	3	72	valdinei	valdinei	PROPN
bracis-28357	3	73	freire	freire	PROPN
bracis-28357	3	74	  	  	SPACE
bracis-28357	3	75	orcid	orcid	NOUN
bracis-28357	3	76	:	:	PUNCT
bracis-28357	3	77	orcid.org/0000-0003-0330-39319	orcid.org/0000-0003-0330-39319	PROPN
bracis-28357	3	78	  	  	SPACE
bracis-28357	3	79	show	show	NOUN
bracis-28357	3	80	authors	author	NOUN
bracis-28357	3	81	part	part	NOUN
bracis-28357	3	82	of	of	ADP
bracis-28357	3	83	the	the	DET
bracis-28357	3	84	book	book	NOUN
bracis-28357	3	85	series	series	NOUN
bracis-28357	3	86	:	:	PUNCT
bracis-28357	4	1	lecture	lecture	NOUN
bracis-28357	4	2	notes	note	NOUN
bracis-28357	4	3	in	in	ADP
bracis-28357	4	4	computer	computer	NOUN
bracis-28357	4	5	science	science	NOUN
bracis-28357	4	6	(	(	PUNCT
bracis-28357	4	7	(	(	PUNCT
bracis-28357	4	8	lnai	lnai	ADJ
bracis-28357	4	9	,	,	PUNCT
bracis-28357	4	10	volume	volume	NOUN
bracis-28357	4	11	14195	14195	NUM
bracis-28357	4	12	)	)	PUNCT
bracis-28357	4	13	)	)	PUNCT
bracis-28357	4	14	included	include	VERB
bracis-28357	4	15	in	in	ADP
bracis-28357	4	16	the	the	DET
bracis-28357	4	17	following	follow	VERB
bracis-28357	4	18	conference	conference	NOUN
bracis-28357	4	19	series	series	NOUN
bracis-28357	4	20	:	:	PUNCT
bracis-28357	4	21	brazilian	brazilian	ADJ
bracis-28357	4	22	conference	conference	NOUN
bracis-28357	4	23	on	on	ADP
bracis-28357	4	24	intelligent	intelligent	ADJ
bracis-28357	4	25	systems	system	NOUN
bracis-28357	4	26	521	521	NUM
bracis-28357	4	27	accesses	access	NOUN
bracis-28357	4	28	abstract	abstract	ADV
bracis-28357	4	29	we	we	PRON
bracis-28357	4	30	consider	consider	VERB
bracis-28357	4	31	a	a	DET
bracis-28357	4	32	generalization	generalization	NOUN
bracis-28357	4	33	of	of	ADP
bracis-28357	4	34	the	the	DET
bracis-28357	4	35	task	task	PROPN
bracis-28357	4	36	allocation	allocation	NOUN
bracis-28357	4	37	problem	problem	NOUN
bracis-28357	4	38	.	.	PUNCT
bracis-28357	5	1	a	a	DET
bracis-28357	5	2	finite	finite	ADJ
bracis-28357	5	3	number	number	NOUN
bracis-28357	5	4	of	of	ADP
bracis-28357	5	5	human	human	ADJ
bracis-28357	5	6	resources	resource	NOUN
bracis-28357	5	7	are	be	AUX
bracis-28357	5	8	dynamically	dynamically	ADV
bracis-28357	5	9	available	available	ADJ
bracis-28357	5	10	to	to	PART
bracis-28357	5	11	try	try	VERB
bracis-28357	5	12	to	to	PART
bracis-28357	5	13	accomplish	accomplish	VERB
bracis-28357	5	14	tasks	task	NOUN
bracis-28357	5	15	.	.	PUNCT
bracis-28357	6	1	for	for	ADP
bracis-28357	6	2	each	each	DET
bracis-28357	6	3	assigned	assign	VERB
bracis-28357	6	4	task	task	NOUN
bracis-28357	6	5	,	,	PUNCT
bracis-28357	6	6	the	the	DET
bracis-28357	6	7	resource	resource	NOUN
bracis-28357	6	8	can	can	AUX
bracis-28357	6	9	fail	fail	VERB
bracis-28357	6	10	or	or	CCONJ
bracis-28357	6	11	complete	complete	VERB
bracis-28357	6	12	it	it	PRON
bracis-28357	6	13	correctly	correctly	ADV
bracis-28357	6	14	.	.	PUNCT
bracis-28357	7	1	each	each	DET
bracis-28357	7	2	task	task	NOUN
bracis-28357	7	3	must	must	AUX
bracis-28357	7	4	be	be	AUX
bracis-28357	7	5	completed	complete	VERB
bracis-28357	7	6	a	a	DET
bracis-28357	7	7	number	number	NOUN
bracis-28357	7	8	of	of	ADP
bracis-28357	7	9	times	time	NOUN
bracis-28357	7	10	,	,	PUNCT
bracis-28357	7	11	and	and	CCONJ
bracis-28357	7	12	each	each	DET
bracis-28357	7	13	resource	resource	NOUN
bracis-28357	7	14	is	be	AUX
bracis-28357	7	15	available	available	ADJ
bracis-28357	7	16	for	for	ADP
bracis-28357	7	17	an	an	DET
bracis-28357	7	18	independent	independent	ADJ
bracis-28357	7	19	number	number	NOUN
bracis-28357	7	20	of	of	ADP
bracis-28357	7	21	tasks	task	NOUN
bracis-28357	7	22	.	.	PUNCT
bracis-28357	8	1	resources	resource	NOUN
bracis-28357	8	2	,	,	PUNCT
bracis-28357	8	3	tasks	task	NOUN
bracis-28357	8	4	,	,	PUNCT
bracis-28357	8	5	and	and	CCONJ
bracis-28357	8	6	the	the	DET
bracis-28357	8	7	probability	probability	NOUN
bracis-28357	8	8	of	of	ADP
bracis-28357	8	9	a	a	DET
bracis-28357	8	10	correct	correct	ADJ
bracis-28357	8	11	response	response	NOUN
bracis-28357	8	12	are	be	AUX
bracis-28357	8	13	modeled	model	VERB
bracis-28357	8	14	using	use	VERB
bracis-28357	8	15	item	item	NOUN
bracis-28357	8	16	response	response	NOUN
bracis-28357	8	17	theory	theory	NOUN
bracis-28357	8	18	.	.	PUNCT
bracis-28357	9	1	the	the	DET
bracis-28357	9	2	task	task	NOUN
bracis-28357	9	3	parameters	parameter	NOUN
bracis-28357	9	4	are	be	AUX
bracis-28357	9	5	known	know	VERB
bracis-28357	9	6	,	,	PUNCT
bracis-28357	9	7	while	while	SCONJ
bracis-28357	9	8	the	the	DET
bracis-28357	9	9	ability	ability	NOUN
bracis-28357	9	10	of	of	ADP
bracis-28357	9	11	the	the	DET
bracis-28357	9	12	resources	resource	NOUN
bracis-28357	9	13	must	must	AUX
bracis-28357	9	14	be	be	AUX
bracis-28357	9	15	learned	learn	VERB
bracis-28357	9	16	through	through	ADP
bracis-28357	9	17	the	the	DET
bracis-28357	9	18	interaction	interaction	NOUN
bracis-28357	9	19	between	between	ADP
bracis-28357	9	20	resources	resource	NOUN
bracis-28357	9	21	and	and	CCONJ
bracis-28357	9	22	tasks	task	NOUN
bracis-28357	9	23	.	.	PUNCT
bracis-28357	10	1	we	we	PRON
bracis-28357	10	2	formalize	formalize	VERB
bracis-28357	10	3	such	such	DET
bracis-28357	10	4	a	a	DET
bracis-28357	10	5	problem	problem	NOUN
bracis-28357	10	6	and	and	CCONJ
bracis-28357	10	7	propose	propose	VERB
bracis-28357	10	8	an	an	DET
bracis-28357	10	9	algorithm	algorithm	NOUN
bracis-28357	10	10	combining	combine	VERB
bracis-28357	10	11	shadow	shadow	NOUN
bracis-28357	10	12	test	test	NOUN
bracis-28357	10	13	replanning	replanne	VERB
bracis-28357	10	14	to	to	PART
bracis-28357	10	15	plan	plan	VERB
bracis-28357	10	16	under	under	ADP
bracis-28357	10	17	uncertain	uncertain	ADJ
bracis-28357	10	18	knowledge	knowledge	NOUN
bracis-28357	10	19	,	,	PUNCT
bracis-28357	10	20	aiming	aim	VERB
bracis-28357	10	21	to	to	PART
bracis-28357	10	22	allocate	allocate	VERB
bracis-28357	10	23	resources	resource	NOUN
bracis-28357	10	24	optimally	optimally	ADV
bracis-28357	10	25	to	to	ADP
bracis-28357	10	26	tasks	task	NOUN
bracis-28357	10	27	while	while	SCONJ
bracis-28357	10	28	maximizing	maximize	VERB
bracis-28357	10	29	the	the	DET
bracis-28357	10	30	number	number	NOUN
bracis-28357	10	31	of	of	ADP
bracis-28357	10	32	completed	complete	VERB
bracis-28357	10	33	tasks	task	NOUN
bracis-28357	10	34	.	.	PUNCT
bracis-28357	11	1	in	in	ADP
bracis-28357	11	2	our	our	PRON
bracis-28357	11	3	simulations	simulation	NOUN
bracis-28357	11	4	,	,	PUNCT
bracis-28357	11	5	we	we	PRON
bracis-28357	11	6	consider	consider	VERB
bracis-28357	11	7	three	three	NUM
bracis-28357	11	8	scenarios	scenario	NOUN
bracis-28357	11	9	that	that	PRON
bracis-28357	11	10	depend	depend	VERB
bracis-28357	11	11	on	on	ADP
bracis-28357	11	12	knowledge	knowledge	NOUN
bracis-28357	11	13	of	of	ADP
bracis-28357	11	14	the	the	DET
bracis-28357	11	15	ability	ability	NOUN
bracis-28357	11	16	of	of	ADP
bracis-28357	11	17	the	the	DET
bracis-28357	11	18	resources	resource	NOUN
bracis-28357	11	19	to	to	PART
bracis-28357	11	20	solve	solve	VERB
bracis-28357	11	21	the	the	DET
bracis-28357	11	22	tasks	task	NOUN
bracis-28357	11	23	.	.	PUNCT
bracis-28357	12	1	results	result	NOUN
bracis-28357	12	2	are	be	AUX
bracis-28357	12	3	presented	present	VERB
bracis-28357	12	4	using	use	VERB
bracis-28357	12	5	real	real	ADJ
bracis-28357	12	6	data	datum	NOUN
bracis-28357	12	7	from	from	ADP
bracis-28357	12	8	the	the	DET
bracis-28357	12	9	mathematics	mathematic	NOUN
bracis-28357	12	10	and	and	CCONJ
bracis-28357	12	11	its	its	PRON
bracis-28357	12	12	technologies	technology	NOUN
bracis-28357	12	13	test	test	NOUN
bracis-28357	12	14	of	of	ADP
bracis-28357	12	15	the	the	DET
bracis-28357	12	16	brazilian	brazilian	ADJ
bracis-28357	12	17	baccalaureate	baccalaureate	NOUN
bracis-28357	12	18	examination	examination	NOUN
bracis-28357	12	19	(	(	PUNCT
bracis-28357	12	20	enem	enem	PROPN
bracis-28357	12	21	)	)	PUNCT
bracis-28357	12	22	.	.	PUNCT
bracis-28357	13	1	this	this	DET
bracis-28357	13	2	study	study	NOUN
bracis-28357	13	3	was	be	AUX
bracis-28357	13	4	partially	partially	ADV
bracis-28357	13	5	supported	support	VERB
bracis-28357	13	6	by	by	ADP
bracis-28357	13	7	the	the	DET
bracis-28357	13	8	coordenação	coordenação	PROPN
bracis-28357	13	9	de	de	PROPN
bracis-28357	13	10	aperfeiçoamento	aperfeiçoamento	PROPN
bracis-28357	13	11	de	de	X
bracis-28357	13	12	pessoal	pessoal	PROPN
bracis-28357	13	13	de	de	PROPN
bracis-28357	13	14	nível	nível	PROPN
bracis-28357	13	15	superior	superior	ADJ
bracis-28357	13	16	(	(	PUNCT
bracis-28357	13	17	capes	cape	NOUN
bracis-28357	13	18	)	)	PUNCT
bracis-28357	13	19	finance	finance	NOUN
bracis-28357	13	20	code	code	NOUN
bracis-28357	13	21	001	001	NOUN
bracis-28357	13	22	,	,	PUNCT
bracis-28357	13	23	by	by	ADP
bracis-28357	13	24	the	the	DET
bracis-28357	13	25	são	são	PROPN
bracis-28357	13	26	paulo	paulo	PROPN
bracis-28357	13	27	research	research	PROPN
bracis-28357	13	28	foundation	foundation	PROPN
bracis-28357	13	29	(	(	PUNCT
bracis-28357	13	30	fapesp	fapesp	NOUN
bracis-28357	13	31	)	)	PUNCT
bracis-28357	13	32	grant	grant	VERB
bracis-28357	13	33	#	#	SYM
bracis-28357	13	34	2021/06867	2021/06867	NUM
bracis-28357	13	35	-	-	SYM
bracis-28357	13	36	2	2	NUM
bracis-28357	13	37	and	and	CCONJ
bracis-28357	13	38	the	the	DET
bracis-28357	13	39	center	center	NOUN
bracis-28357	13	40	for	for	ADP
bracis-28357	13	41	artificial	artificial	ADJ
bracis-28357	13	42	intelligence	intelligence	NOUN
bracis-28357	13	43	(	(	PUNCT
bracis-28357	13	44	c4ai	c4ai	NOUN
bracis-28357	13	45	-	-	PUNCT
bracis-28357	13	46	usp	usp	NOUN
bracis-28357	13	47	)	)	PUNCT
bracis-28357	13	48	,	,	PUNCT
bracis-28357	13	49	with	with	ADP
bracis-28357	13	50	support	support	NOUN
bracis-28357	13	51	by	by	ADP
bracis-28357	13	52	fapesp	fapesp	NOUN
bracis-28357	13	53	(	(	PUNCT
bracis-28357	13	54	grant	grant	VERB
bracis-28357	13	55	#	#	SYM
bracis-28357	13	56	2019/07665	2019/07665	NUM
bracis-28357	13	57	-	-	SYM
bracis-28357	13	58	4	4	NUM
bracis-28357	13	59	)	)	PUNCT
bracis-28357	13	60	and	and	CCONJ
bracis-28357	13	61	by	by	ADP
bracis-28357	13	62	the	the	DET
bracis-28357	13	63	ibm	ibm	PROPN
bracis-28357	13	64	corporation	corporation	NOUN
bracis-28357	13	65	.	.	PUNCT
bracis-28357	14	1	access	access	NOUN
bracis-28357	14	2	provided	provide	VERB
bracis-28357	14	3	by	by	ADP
bracis-28357	14	4	university	university	PROPN
bracis-28357	14	5	of	of	ADP
bracis-28357	14	6	notre	notre	PROPN
bracis-28357	14	7	dame	dame	PROPN
bracis-28357	14	8	hesburgh	hesburgh	PROPN
bracis-28357	14	9	library	library	PROPN
bracis-28357	14	10	.	.	PUNCT
bracis-28357	15	1	download	download	PROPN
bracis-28357	15	2	conference	conference	NOUN
bracis-28357	15	3	paper	paper	NOUN
bracis-28357	15	4	pdf	pdf	NOUN
bracis-28357	15	5	similar	similar	ADJ
bracis-28357	15	6	content	content	NOUN
bracis-28357	15	7	being	be	AUX
bracis-28357	15	8	viewed	view	VERB
bracis-28357	15	9	by	by	ADP
bracis-28357	15	10	others	other	NOUN
bracis-28357	15	11	an	an	DET
bracis-28357	15	12	adaptive	adaptive	ADJ
bracis-28357	15	13	resource	resource	NOUN
bracis-28357	15	14	allocation	allocation	NOUN
bracis-28357	15	15	protocol	protocol	NOUN
bracis-28357	15	16	for	for	ADP
bracis-28357	15	17	 	 	SPACE
bracis-28357	15	18	dynamic	dynamic	ADJ
bracis-28357	15	19	environments	environment	NOUN
bracis-28357	15	20	chapter	chapter	NOUN
bracis-28357	15	21	©	©	PROPN
bracis-28357	15	22	2022	2022	NUM
bracis-28357	15	23	research	research	NOUN
bracis-28357	15	24	on	on	ADP
bracis-28357	15	25	task	task	NOUN
bracis-28357	15	26	allocation	allocation	NOUN
bracis-28357	15	27	and	and	CCONJ
bracis-28357	15	28	resource	resource	NOUN
bracis-28357	15	29	scheduling	scheduling	NOUN
bracis-28357	15	30	method	method	NOUN
bracis-28357	15	31	in	in	ADP
bracis-28357	15	32	cloud	cloud	ADJ
bracis-28357	15	33	environment	environment	NOUN
bracis-28357	15	34	chapter	chapter	NOUN
bracis-28357	15	35	©	©	PROPN
bracis-28357	15	36	2020	2020	NUM
bracis-28357	15	37	dynamic	dynamic	ADJ
bracis-28357	15	38	task	task	NOUN
bracis-28357	15	39	scheduling	scheduling	NOUN
bracis-28357	15	40	with	with	ADP
bracis-28357	15	41	advance	advance	NOUN
bracis-28357	15	42	reservation	reservation	NOUN
bracis-28357	15	43	of	of	ADP
bracis-28357	15	44	resources	resource	NOUN
bracis-28357	15	45	to	to	PART
bracis-28357	15	46	minimize	minimize	VERB
bracis-28357	15	47	turnaround	turnaround	NOUN
bracis-28357	15	48	time	time	NOUN
bracis-28357	15	49	for	for	ADP
bracis-28357	15	50	computational	computational	ADJ
bracis-28357	15	51	grid	grid	NOUN
bracis-28357	15	52	article	article	NOUN
bracis-28357	15	53	12	12	NUM
bracis-28357	15	54	march	march	NOUN
bracis-28357	15	55	2020	2020	NUM
bracis-28357	15	56	explore	explore	VERB
bracis-28357	15	57	related	related	ADJ
bracis-28357	15	58	subjects	subject	NOUN
bracis-28357	15	59	discover	discover	VERB
bracis-28357	15	60	the	the	DET
bracis-28357	15	61	latest	late	ADJ
bracis-28357	15	62	articles	article	NOUN
bracis-28357	15	63	,	,	PUNCT
bracis-28357	15	64	books	book	NOUN
bracis-28357	15	65	and	and	CCONJ
bracis-28357	15	66	news	news	NOUN
bracis-28357	15	67	in	in	ADP
bracis-28357	15	68	related	related	ADJ
bracis-28357	15	69	subjects	subject	NOUN
bracis-28357	15	70	,	,	PUNCT
bracis-28357	15	71	suggested	suggest	VERB
bracis-28357	15	72	using	use	VERB
bracis-28357	15	73	machine	machine	NOUN
bracis-28357	15	74	learning	learning	NOUN
bracis-28357	15	75	.	.	PUNCT
bracis-28357	16	1	dynamic	dynamic	ADJ
bracis-28357	16	2	networks	network	NOUN
bracis-28357	16	3	human	human	ADJ
bracis-28357	16	4	resource	resource	NOUN
bracis-28357	16	5	management	management	NOUN
bracis-28357	16	6	mental	mental	ADJ
bracis-28357	16	7	training	training	NOUN
bracis-28357	16	8	operations	operation	NOUN
bracis-28357	16	9	research	research	NOUN
bracis-28357	16	10	and	and	CCONJ
bracis-28357	16	11	decision	decision	NOUN
bracis-28357	16	12	theory	theory	NOUN
bracis-28357	16	13	theory	theory	NOUN
bracis-28357	16	14	and	and	CCONJ
bracis-28357	16	15	algorithms	algorithm	NOUN
bracis-28357	16	16	for	for	ADP
bracis-28357	16	17	application	application	NOUN
bracis-28357	16	18	domains	domain	NOUN
bracis-28357	16	19	working	work	VERB
bracis-28357	16	20	memory	memory	NOUN
bracis-28357	16	21	1	1	NUM
bracis-28357	16	22	introduction	introduction	NOUN
bracis-28357	16	23	the	the	DET
bracis-28357	16	24	allocation	allocation	NOUN
bracis-28357	16	25	of	of	ADP
bracis-28357	16	26	human	human	ADJ
bracis-28357	16	27	resources	resource	NOUN
bracis-28357	16	28	to	to	PART
bracis-28357	16	29	solve	solve	VERB
bracis-28357	16	30	tasks	task	NOUN
bracis-28357	16	31	is	be	AUX
bracis-28357	16	32	part	part	NOUN
bracis-28357	16	33	of	of	ADP
bracis-28357	16	34	the	the	DET
bracis-28357	16	35	daily	daily	ADJ
bracis-28357	16	36	routine	routine	NOUN
bracis-28357	16	37	of	of	ADP
bracis-28357	16	38	the	the	DET
bracis-28357	16	39	most	most	ADV
bracis-28357	16	40	diverse	diverse	ADJ
bracis-28357	16	41	institutions	institution	NOUN
bracis-28357	16	42	.	.	PUNCT
bracis-28357	17	1	going	go	VERB
bracis-28357	17	2	from	from	ADP
bracis-28357	17	3	the	the	DET
bracis-28357	17	4	allocation	allocation	NOUN
bracis-28357	17	5	of	of	ADP
bracis-28357	17	6	employees	employee	NOUN
bracis-28357	17	7	in	in	ADP
bracis-28357	17	8	a	a	DET
bracis-28357	17	9	company	company	NOUN
bracis-28357	17	10	to	to	ADP
bracis-28357	17	11	the	the	DET
bracis-28357	17	12	fulfillment	fulfillment	NOUN
bracis-28357	17	13	of	of	ADP
bracis-28357	17	14	complex	complex	ADJ
bracis-28357	17	15	tasks	task	NOUN
bracis-28357	17	16	[	[	X
bracis-28357	17	17	23	23	NUM
bracis-28357	17	18	]	]	PUNCT
bracis-28357	17	19	,	,	PUNCT
bracis-28357	17	20	to	to	ADP
bracis-28357	17	21	the	the	DET
bracis-28357	17	22	assignment	assignment	NOUN
bracis-28357	17	23	of	of	ADP
bracis-28357	17	24	public	public	ADJ
bracis-28357	17	25	lawyers	lawyer	NOUN
bracis-28357	17	26	to	to	ADP
bracis-28357	17	27	defendants	defendant	NOUN
bracis-28357	17	28	by	by	ADP
bracis-28357	17	29	a	a	DET
bracis-28357	17	30	court	court	NOUN
bracis-28357	17	31	[	[	X
bracis-28357	17	32	1	1	NUM
bracis-28357	17	33	]	]	PUNCT
bracis-28357	17	34	.	.	PUNCT
bracis-28357	18	1	in	in	ADP
bracis-28357	18	2	the	the	DET
bracis-28357	18	3	previous	previous	ADJ
bracis-28357	18	4	examples	example	NOUN
bracis-28357	18	5	,	,	PUNCT
bracis-28357	18	6	if	if	SCONJ
bracis-28357	18	7	the	the	DET
bracis-28357	18	8	decision	decision	NOUN
bracis-28357	18	9	-	-	PUNCT
bracis-28357	18	10	maker	maker	NOUN
bracis-28357	18	11	,	,	PUNCT
bracis-28357	18	12	which	which	PRON
bracis-28357	18	13	allocates	allocate	VERB
bracis-28357	18	14	resources	resource	NOUN
bracis-28357	18	15	to	to	PART
bracis-28357	18	16	perform	perform	VERB
bracis-28357	18	17	each	each	DET
bracis-28357	18	18	set	set	NOUN
bracis-28357	18	19	of	of	ADP
bracis-28357	18	20	tasks	task	NOUN
bracis-28357	18	21	,	,	PUNCT
bracis-28357	18	22	is	be	AUX
bracis-28357	18	23	well	well	ADV
bracis-28357	18	24	aware	aware	ADJ
bracis-28357	18	25	of	of	ADP
bracis-28357	18	26	the	the	DET
bracis-28357	18	27	abilities	ability	NOUN
bracis-28357	18	28	of	of	ADP
bracis-28357	18	29	each	each	DET
bracis-28357	18	30	resource	resource	NOUN
bracis-28357	18	31	to	to	PART
bracis-28357	18	32	solve	solve	VERB
bracis-28357	18	33	the	the	DET
bracis-28357	18	34	tasks	task	NOUN
bracis-28357	18	35	,	,	PUNCT
bracis-28357	18	36	one	one	PRON
bracis-28357	18	37	can	can	AUX
bracis-28357	18	38	use	use	VERB
bracis-28357	18	39	the	the	DET
bracis-28357	18	40	hungarian	hungarian	ADJ
bracis-28357	18	41	algorithm	algorithm	NOUN
bracis-28357	18	42	to	to	PART
bracis-28357	18	43	obtain	obtain	VERB
bracis-28357	18	44	the	the	DET
bracis-28357	18	45	optimal	optimal	ADJ
bracis-28357	18	46	solution	solution	NOUN
bracis-28357	18	47	[	[	X
bracis-28357	18	48	15	15	NUM
bracis-28357	18	49	]	]	PUNCT
bracis-28357	18	50	.	.	PUNCT
bracis-28357	19	1	however	however	ADV
bracis-28357	19	2	,	,	PUNCT
bracis-28357	19	3	this	this	PRON
bracis-28357	19	4	is	be	AUX
bracis-28357	19	5	not	not	PART
bracis-28357	19	6	always	always	ADV
bracis-28357	19	7	the	the	DET
bracis-28357	19	8	case	case	NOUN
bracis-28357	19	9	.	.	PUNCT
bracis-28357	20	1	there	there	PRON
bracis-28357	20	2	are	be	VERB
bracis-28357	20	3	numerous	numerous	ADJ
bracis-28357	20	4	scenarios	scenario	NOUN
bracis-28357	20	5	where	where	SCONJ
bracis-28357	20	6	the	the	DET
bracis-28357	20	7	abilities	ability	NOUN
bracis-28357	20	8	of	of	ADP
bracis-28357	20	9	the	the	DET
bracis-28357	20	10	resources	resource	NOUN
bracis-28357	20	11	are	be	AUX
bracis-28357	20	12	not	not	PART
bracis-28357	20	13	known	know	VERB
bracis-28357	20	14	beforehand	beforehand	ADV
bracis-28357	20	15	,	,	PUNCT
bracis-28357	20	16	for	for	ADP
bracis-28357	20	17	example	example	NOUN
bracis-28357	20	18	,	,	PUNCT
bracis-28357	20	19	in	in	ADP
bracis-28357	20	20	a	a	DET
bracis-28357	20	21	non	non	ADJ
bracis-28357	20	22	-	-	ADJ
bracis-28357	20	23	governmental	governmental	ADJ
bracis-28357	20	24	organization	organization	NOUN
bracis-28357	20	25	allocating	allocate	VERB
bracis-28357	20	26	tasks	task	NOUN
bracis-28357	20	27	to	to	ADP
bracis-28357	20	28	sporadic	sporadic	ADJ
bracis-28357	20	29	volunteers	volunteer	NOUN
bracis-28357	20	30	[	[	X
bracis-28357	20	31	5	5	NUM
bracis-28357	20	32	,	,	PUNCT
bracis-28357	20	33	14	14	NUM
bracis-28357	20	34	]	]	PUNCT
bracis-28357	20	35	.	.	PUNCT
bracis-28357	21	1	another	another	DET
bracis-28357	21	2	example	example	NOUN
bracis-28357	21	3	is	be	AUX
bracis-28357	21	4	crowdsourcing	crowdsource	VERB
bracis-28357	21	5	,	,	PUNCT
bracis-28357	21	6	the	the	DET
bracis-28357	21	7	recent	recent	ADJ
bracis-28357	21	8	tendency	tendency	NOUN
bracis-28357	21	9	in	in	ADP
bracis-28357	21	10	certain	certain	ADJ
bracis-28357	21	11	companies	company	NOUN
bracis-28357	21	12	to	to	PART
bracis-28357	21	13	allocate	allocate	VERB
bracis-28357	21	14	some	some	DET
bracis-28357	21	15	tasks	task	NOUN
bracis-28357	21	16	to	to	ADP
bracis-28357	21	17	non	non	ADJ
bracis-28357	21	18	-	-	ADJ
bracis-28357	21	19	specialized	specialized	ADJ
bracis-28357	21	20	outsource	outsource	NOUN
bracis-28357	21	21	workers	worker	NOUN
bracis-28357	21	22	[	[	X
bracis-28357	21	23	26	26	NUM
bracis-28357	21	24	,	,	PUNCT
bracis-28357	21	25	28	28	NUM
bracis-28357	21	26	]	]	PUNCT
bracis-28357	21	27	.	.	PUNCT
bracis-28357	22	1	some	some	DET
bracis-28357	22	2	works	work	VERB
bracis-28357	22	3	use	use	VERB
bracis-28357	22	4	previous	previous	ADJ
bracis-28357	22	5	information	information	NOUN
bracis-28357	22	6	about	about	ADP
bracis-28357	22	7	the	the	DET
bracis-28357	22	8	resource	resource	NOUN
bracis-28357	22	9	to	to	PART
bracis-28357	22	10	estimate	estimate	VERB
bracis-28357	22	11	their	their	PRON
bracis-28357	22	12	ability	ability	NOUN
bracis-28357	22	13	to	to	PART
bracis-28357	22	14	solve	solve	VERB
bracis-28357	22	15	the	the	DET
bracis-28357	22	16	tasks	task	NOUN
bracis-28357	22	17	[	[	X
bracis-28357	22	18	8	8	NUM
bracis-28357	22	19	,	,	PUNCT
bracis-28357	22	20	11	11	NUM
bracis-28357	22	21	]	]	PUNCT
bracis-28357	22	22	.	.	PUNCT
bracis-28357	23	1	to	to	PART
bracis-28357	23	2	guarantee	guarantee	VERB
bracis-28357	23	3	the	the	DET
bracis-28357	23	4	quality	quality	NOUN
bracis-28357	23	5	of	of	ADP
bracis-28357	23	6	the	the	DET
bracis-28357	23	7	solutions	solution	NOUN
bracis-28357	23	8	given	give	VERB
bracis-28357	23	9	by	by	ADP
bracis-28357	23	10	unknown	unknown	ADJ
bracis-28357	23	11	resources	resource	NOUN
bracis-28357	23	12	,	,	PUNCT
bracis-28357	23	13	it	it	PRON
bracis-28357	23	14	is	be	AUX
bracis-28357	23	15	necessary	necessary	ADJ
bracis-28357	23	16	to	to	PART
bracis-28357	23	17	estimate	estimate	VERB
bracis-28357	23	18	their	their	PRON
bracis-28357	23	19	ability	ability	NOUN
bracis-28357	23	20	to	to	PART
bracis-28357	23	21	accomplish	accomplish	VERB
bracis-28357	23	22	such	such	ADJ
bracis-28357	23	23	tasks	task	NOUN
bracis-28357	23	24	.	.	PUNCT
bracis-28357	24	1	the	the	DET
bracis-28357	24	2	ability	ability	NOUN
bracis-28357	24	3	estimation	estimation	NOUN
bracis-28357	24	4	can	can	AUX
bracis-28357	24	5	be	be	AUX
bracis-28357	24	6	done	do	VERB
bracis-28357	24	7	by	by	ADP
bracis-28357	24	8	the	the	DET
bracis-28357	24	9	conduction	conduction	NOUN
bracis-28357	24	10	of	of	ADP
bracis-28357	24	11	a	a	DET
bracis-28357	24	12	test	test	NOUN
bracis-28357	24	13	before	before	ADP
bracis-28357	24	14	the	the	DET
bracis-28357	24	15	allocation	allocation	NOUN
bracis-28357	24	16	of	of	ADP
bracis-28357	24	17	the	the	DET
bracis-28357	24	18	tasks	task	NOUN
bracis-28357	24	19	[	[	X
bracis-28357	24	20	25	25	NUM
bracis-28357	24	21	]	]	PUNCT
bracis-28357	24	22	;	;	PUNCT
bracis-28357	24	23	or	or	CCONJ
bracis-28357	24	24	by	by	ADP
bracis-28357	24	25	dynamically	dynamically	ADV
bracis-28357	24	26	estimating	estimate	VERB
bracis-28357	24	27	the	the	DET
bracis-28357	24	28	abilities	ability	NOUN
bracis-28357	24	29	during	during	ADP
bracis-28357	24	30	the	the	DET
bracis-28357	24	31	allocation	allocation	NOUN
bracis-28357	24	32	process	process	NOUN
bracis-28357	24	33	,	,	PUNCT
bracis-28357	24	34	depending	depend	VERB
bracis-28357	24	35	on	on	ADP
bracis-28357	24	36	the	the	DET
bracis-28357	24	37	results	result	NOUN
bracis-28357	24	38	of	of	ADP
bracis-28357	24	39	previous	previous	ADJ
bracis-28357	24	40	assignments	assignment	NOUN
bracis-28357	24	41	[	[	X
bracis-28357	24	42	31	31	NUM
bracis-28357	24	43	]	]	PUNCT
bracis-28357	24	44	.	.	PUNCT
bracis-28357	25	1	here	here	ADV
bracis-28357	25	2	,	,	PUNCT
bracis-28357	25	3	the	the	DET
bracis-28357	25	4	resources	resource	NOUN
bracis-28357	25	5	’	'	PUNCT
bracis-28357	25	6	abilities	ability	NOUN
bracis-28357	25	7	are	be	AUX
bracis-28357	25	8	dynamically	dynamically	ADV
bracis-28357	25	9	estimated	estimate	VERB
bracis-28357	25	10	during	during	ADP
bracis-28357	25	11	the	the	DET
bracis-28357	25	12	process	process	NOUN
bracis-28357	25	13	,	,	PUNCT
bracis-28357	25	14	being	be	AUX
bracis-28357	25	15	updated	update	VERB
bracis-28357	25	16	after	after	ADP
bracis-28357	25	17	each	each	DET
bracis-28357	25	18	response	response	NOUN
bracis-28357	25	19	.	.	PUNCT
bracis-28357	26	1	many	many	ADJ
bracis-28357	26	2	works	work	NOUN
bracis-28357	26	3	consider	consider	VERB
bracis-28357	26	4	a	a	DET
bracis-28357	26	5	threshold	threshold	NOUN
bracis-28357	26	6	so	so	SCONJ
bracis-28357	26	7	that	that	SCONJ
bracis-28357	26	8	weaker	weak	ADJ
bracis-28357	26	9	resources	resource	NOUN
bracis-28357	26	10	do	do	AUX
bracis-28357	26	11	not	not	PART
bracis-28357	26	12	receive	receive	VERB
bracis-28357	26	13	any	any	DET
bracis-28357	26	14	task	task	NOUN
bracis-28357	26	15	[	[	X
bracis-28357	26	16	9	9	NUM
bracis-28357	26	17	,	,	PUNCT
bracis-28357	26	18	25	25	NUM
bracis-28357	26	19	,	,	PUNCT
bracis-28357	26	20	31	31	NUM
bracis-28357	26	21	]	]	PUNCT
bracis-28357	26	22	;	;	PUNCT
bracis-28357	26	23	instead	instead	ADV
bracis-28357	26	24	,	,	PUNCT
bracis-28357	26	25	we	we	PRON
bracis-28357	26	26	consider	consider	VERB
bracis-28357	26	27	the	the	DET
bracis-28357	26	28	resources	resource	NOUN
bracis-28357	26	29	scarce	scarce	ADJ
bracis-28357	26	30	and	and	CCONJ
bracis-28357	26	31	try	try	VERB
bracis-28357	26	32	to	to	PART
bracis-28357	26	33	use	use	VERB
bracis-28357	26	34	the	the	DET
bracis-28357	26	35	maximum	maximum	NOUN
bracis-28357	26	36	of	of	ADP
bracis-28357	26	37	their	their	PRON
bracis-28357	26	38	availability	availability	NOUN
bracis-28357	26	39	.	.	PUNCT
bracis-28357	27	1	we	we	PRON
bracis-28357	27	2	allocate	allocate	VERB
bracis-28357	27	3	the	the	DET
bracis-28357	27	4	dynamic	dynamic	ADJ
bracis-28357	27	5	and	and	CCONJ
bracis-28357	27	6	finite	finite	ADJ
bracis-28357	27	7	resources	resource	NOUN
bracis-28357	27	8	that	that	PRON
bracis-28357	27	9	arrive	arrive	VERB
bracis-28357	27	10	sequentially	sequentially	ADV
bracis-28357	27	11	to	to	PART
bracis-28357	27	12	try	try	VERB
bracis-28357	27	13	to	to	PART
bracis-28357	27	14	solve	solve	VERB
bracis-28357	27	15	a	a	DET
bracis-28357	27	16	set	set	NOUN
bracis-28357	27	17	of	of	ADP
bracis-28357	27	18	known	know	VERB
bracis-28357	27	19	tasks	task	NOUN
bracis-28357	27	20	.	.	PUNCT
bracis-28357	28	1	we	we	PRON
bracis-28357	28	2	consider	consider	VERB
bracis-28357	28	3	a	a	DET
bracis-28357	28	4	finite	finite	ADJ
bracis-28357	28	5	number	number	NOUN
bracis-28357	28	6	of	of	ADP
bracis-28357	28	7	human	human	ADJ
bracis-28357	28	8	resources	resource	NOUN
bracis-28357	28	9	arriving	arrive	VERB
bracis-28357	28	10	sequentially	sequentially	ADV
bracis-28357	28	11	;	;	PUNCT
bracis-28357	28	12	tasks	task	NOUN
bracis-28357	28	13	are	be	AUX
bracis-28357	28	14	assigned	assign	VERB
bracis-28357	28	15	to	to	ADP
bracis-28357	28	16	resources	resource	NOUN
bracis-28357	28	17	dynamically	dynamically	ADV
bracis-28357	28	18	,	,	PUNCT
bracis-28357	28	19	and	and	CCONJ
bracis-28357	28	20	the	the	DET
bracis-28357	28	21	resources	resource	NOUN
bracis-28357	28	22	can	can	AUX
bracis-28357	28	23	either	either	CCONJ
bracis-28357	28	24	complete	complete	VERB
bracis-28357	28	25	them	they	PRON
bracis-28357	28	26	correctly	correctly	ADV
bracis-28357	28	27	or	or	CCONJ
bracis-28357	28	28	fail	fail	ADJ
bracis-28357	28	29	.	.	PUNCT
bracis-28357	29	1	each	each	DET
bracis-28357	29	2	task	task	NOUN
bracis-28357	29	3	must	must	AUX
bracis-28357	29	4	be	be	AUX
bracis-28357	29	5	completed	complete	VERB
bracis-28357	29	6	a	a	DET
bracis-28357	29	7	number	number	NOUN
bracis-28357	29	8	of	of	ADP
bracis-28357	29	9	times	time	NOUN
bracis-28357	29	10	,	,	PUNCT
bracis-28357	29	11	and	and	CCONJ
bracis-28357	29	12	each	each	DET
bracis-28357	29	13	resource	resource	NOUN
bracis-28357	29	14	can	can	AUX
bracis-28357	29	15	receive	receive	VERB
bracis-28357	29	16	an	an	DET
bracis-28357	29	17	independent	independent	ADJ
bracis-28357	29	18	number	number	NOUN
bracis-28357	29	19	of	of	ADP
bracis-28357	29	20	tasks	task	NOUN
bracis-28357	29	21	.	.	PUNCT
bracis-28357	30	1	no	no	DET
bracis-28357	30	2	task	task	NOUN
bracis-28357	30	3	is	be	AUX
bracis-28357	30	4	submitted	submit	VERB
bracis-28357	30	5	twice	twice	ADV
bracis-28357	30	6	to	to	ADP
bracis-28357	30	7	the	the	DET
bracis-28357	30	8	same	same	ADJ
bracis-28357	30	9	resource	resource	NOUN
bracis-28357	30	10	;	;	PUNCT
bracis-28357	30	11	each	each	DET
bracis-28357	30	12	task	task	NOUN
bracis-28357	30	13	can	can	AUX
bracis-28357	30	14	be	be	AUX
bracis-28357	30	15	submitted	submit	VERB
bracis-28357	30	16	as	as	ADV
bracis-28357	30	17	many	many	ADJ
bracis-28357	30	18	times	time	NOUN
bracis-28357	30	19	as	as	SCONJ
bracis-28357	30	20	needed	need	VERB
bracis-28357	30	21	to	to	ADP
bracis-28357	30	22	different	different	ADJ
bracis-28357	30	23	resources	resource	NOUN
bracis-28357	30	24	.	.	PUNCT
bracis-28357	31	1	resources	resource	NOUN
bracis-28357	31	2	,	,	PUNCT
bracis-28357	31	3	tasks	task	NOUN
bracis-28357	31	4	,	,	PUNCT
bracis-28357	31	5	and	and	CCONJ
bracis-28357	31	6	the	the	DET
bracis-28357	31	7	probability	probability	NOUN
bracis-28357	31	8	of	of	ADP
bracis-28357	31	9	a	a	DET
bracis-28357	31	10	correct	correct	ADJ
bracis-28357	31	11	response	response	NOUN
bracis-28357	31	12	are	be	AUX
bracis-28357	31	13	modeled	model	VERB
bracis-28357	31	14	using	use	VERB
bracis-28357	31	15	item	item	NOUN
bracis-28357	31	16	response	response	NOUN
bracis-28357	31	17	theory	theory	NOUN
bracis-28357	31	18	[	[	X
bracis-28357	31	19	6	6	NUM
bracis-28357	31	20	]	]	PUNCT
bracis-28357	31	21	.	.	PUNCT
bracis-28357	32	1	the	the	DET
bracis-28357	32	2	task	task	NOUN
bracis-28357	32	3	parameters	parameter	NOUN
bracis-28357	32	4	are	be	AUX
bracis-28357	32	5	known	know	VERB
bracis-28357	32	6	,	,	PUNCT
bracis-28357	32	7	while	while	SCONJ
bracis-28357	32	8	the	the	DET
bracis-28357	32	9	ability	ability	NOUN
bracis-28357	32	10	of	of	ADP
bracis-28357	32	11	the	the	DET
bracis-28357	32	12	resources	resource	NOUN
bracis-28357	32	13	must	must	AUX
bracis-28357	32	14	be	be	AUX
bracis-28357	32	15	learned	learn	VERB
bracis-28357	32	16	through	through	ADP
bracis-28357	32	17	the	the	DET
bracis-28357	32	18	interaction	interaction	NOUN
bracis-28357	32	19	between	between	ADP
bracis-28357	32	20	resources	resource	NOUN
bracis-28357	32	21	and	and	CCONJ
bracis-28357	32	22	tasks	task	NOUN
bracis-28357	32	23	.	.	PUNCT
bracis-28357	33	1	we	we	PRON
bracis-28357	33	2	propose	propose	VERB
bracis-28357	33	3	an	an	DET
bracis-28357	33	4	algorithm	algorithm	NOUN
bracis-28357	33	5	that	that	PRON
bracis-28357	33	6	combines	combine	VERB
bracis-28357	33	7	shadow	shadow	NOUN
bracis-28357	33	8	test	test	NOUN
bracis-28357	33	9	replanning	replanne	VERB
bracis-28357	33	10	[	[	X
bracis-28357	33	11	17	17	NUM
bracis-28357	33	12	]	]	PUNCT
bracis-28357	33	13	to	to	PART
bracis-28357	33	14	replan	replan	VERB
bracis-28357	33	15	under	under	ADP
bracis-28357	33	16	uncertain	uncertain	ADJ
bracis-28357	33	17	knowledge	knowledge	NOUN
bracis-28357	33	18	,	,	PUNCT
bracis-28357	33	19	with	with	ADP
bracis-28357	33	20	the	the	DET
bracis-28357	33	21	goal	goal	NOUN
bracis-28357	33	22	of	of	ADP
bracis-28357	33	23	optimally	optimally	ADV
bracis-28357	33	24	allocating	allocate	VERB
bracis-28357	33	25	resources	resource	NOUN
bracis-28357	33	26	to	to	ADP
bracis-28357	33	27	tasks	task	NOUN
bracis-28357	33	28	while	while	SCONJ
bracis-28357	33	29	maximizing	maximize	VERB
bracis-28357	33	30	the	the	DET
bracis-28357	33	31	number	number	NOUN
bracis-28357	33	32	of	of	ADP
bracis-28357	33	33	completed	complete	VERB
bracis-28357	33	34	tasks	task	NOUN
bracis-28357	33	35	.	.	PUNCT
bracis-28357	34	1	each	each	DET
bracis-28357	34	2	replanning	replanne	VERB
bracis-28357	34	3	consists	consist	VERB
bracis-28357	34	4	in	in	ADP
bracis-28357	34	5	solving	solve	VERB
bracis-28357	34	6	an	an	DET
bracis-28357	34	7	optimization	optimization	NOUN
bracis-28357	34	8	problem	problem	NOUN
bracis-28357	34	9	through	through	ADP
bracis-28357	34	10	linear	linear	ADJ
bracis-28357	34	11	programming	programming	NOUN
bracis-28357	34	12	.	.	PUNCT
bracis-28357	35	1	the	the	DET
bracis-28357	35	2	results	result	NOUN
bracis-28357	35	3	are	be	AUX
bracis-28357	35	4	compared	compare	VERB
bracis-28357	35	5	with	with	ADP
bracis-28357	35	6	two	two	NUM
bracis-28357	35	7	baselines	baseline	NOUN
bracis-28357	35	8	,	,	PUNCT
bracis-28357	35	9	the	the	DET
bracis-28357	35	10	random	random	ADJ
bracis-28357	35	11	selection	selection	NOUN
bracis-28357	35	12	and	and	CCONJ
bracis-28357	35	13	the	the	DET
bracis-28357	35	14	easier	easy	ADJ
bracis-28357	35	15	-	-	PUNCT
bracis-28357	35	16	first	first	ADJ
bracis-28357	35	17	selection	selection	NOUN
bracis-28357	35	18	that	that	PRON
bracis-28357	35	19	selects	select	VERB
bracis-28357	35	20	the	the	DET
bracis-28357	35	21	easier	easy	ADJ
bracis-28357	35	22	task	task	NOUN
bracis-28357	35	23	available	available	ADJ
bracis-28357	35	24	as	as	SCONJ
bracis-28357	35	25	the	the	DET
bracis-28357	35	26	resources	resource	NOUN
bracis-28357	35	27	arrive	arrive	VERB
bracis-28357	35	28	sequentially	sequentially	ADV
bracis-28357	35	29	.	.	PUNCT
bracis-28357	36	1	in	in	ADP
bracis-28357	36	2	summary	summary	NOUN
bracis-28357	36	3	,	,	PUNCT
bracis-28357	36	4	the	the	DET
bracis-28357	36	5	contributions	contribution	NOUN
bracis-28357	36	6	of	of	ADP
bracis-28357	36	7	this	this	DET
bracis-28357	36	8	paper	paper	NOUN
bracis-28357	36	9	are	be	AUX
bracis-28357	36	10	:	:	PUNCT
bracis-28357	36	11	(	(	PUNCT
bracis-28357	36	12	i	i	NOUN
bracis-28357	36	13	)	)	PUNCT
bracis-28357	36	14	 	 	SPACE
bracis-28357	36	15	a	a	DET
bracis-28357	36	16	novel	novel	ADJ
bracis-28357	36	17	allocation	allocation	NOUN
bracis-28357	36	18	of	of	ADP
bracis-28357	36	19	dynamic	dynamic	ADJ
bracis-28357	36	20	finite	finite	ADJ
bracis-28357	36	21	resources	resource	NOUN
bracis-28357	36	22	to	to	ADP
bracis-28357	36	23	a	a	DET
bracis-28357	36	24	set	set	NOUN
bracis-28357	36	25	of	of	ADP
bracis-28357	36	26	finite	finite	ADJ
bracis-28357	36	27	binary	binary	ADJ
bracis-28357	36	28	tasks	task	NOUN
bracis-28357	36	29	problem	problem	NOUN
bracis-28357	36	30	is	be	AUX
bracis-28357	36	31	formalized	formalize	VERB
bracis-28357	36	32	;	;	PUNCT
bracis-28357	36	33	and	and	CCONJ
bracis-28357	36	34	(	(	PUNCT
bracis-28357	36	35	ii	ii	NOUN
bracis-28357	36	36	)	)	PUNCT
bracis-28357	36	37	 	 	SPACE
bracis-28357	36	38	algorithms	algorithm	NOUN
bracis-28357	36	39	are	be	AUX
bracis-28357	36	40	proposed	propose	VERB
bracis-28357	36	41	to	to	PART
bracis-28357	36	42	solve	solve	VERB
bracis-28357	36	43	the	the	DET
bracis-28357	36	44	problem	problem	NOUN
bracis-28357	36	45	in	in	ADP
bracis-28357	36	46	different	different	ADJ
bracis-28357	36	47	scenarios	scenario	NOUN
bracis-28357	36	48	by	by	ADP
bracis-28357	36	49	using	use	VERB
bracis-28357	36	50	most	most	ADJ
bracis-28357	36	51	of	of	ADP
bracis-28357	36	52	the	the	DET
bracis-28357	36	53	resources	resource	NOUN
bracis-28357	36	54	’	'	PUNCT
bracis-28357	36	55	availability	availability	NOUN
bracis-28357	36	56	.	.	PUNCT
bracis-28357	37	1	the	the	DET
bracis-28357	37	2	rest	rest	NOUN
bracis-28357	37	3	of	of	ADP
bracis-28357	37	4	this	this	DET
bracis-28357	37	5	paper	paper	NOUN
bracis-28357	37	6	is	be	AUX
bracis-28357	37	7	structured	structure	VERB
bracis-28357	37	8	as	as	SCONJ
bracis-28357	37	9	follows	follow	VERB
bracis-28357	37	10	:	:	PUNCT
bracis-28357	37	11	the	the	DET
bracis-28357	37	12	proposed	propose	VERB
bracis-28357	37	13	allocation	allocation	NOUN
bracis-28357	37	14	problem	problem	NOUN
bracis-28357	37	15	is	be	AUX
bracis-28357	37	16	defined	define	VERB
bracis-28357	37	17	in	in	ADP
bracis-28357	37	18	sect	sect	NOUN
bracis-28357	37	19	.	.	PUNCT
bracis-28357	37	20	 	 	SPACE
bracis-28357	38	1	2	2	X
bracis-28357	38	2	.	.	PUNCT
bracis-28357	39	1	the	the	DET
bracis-28357	39	2	proposed	propose	VERB
bracis-28357	39	3	framework	framework	NOUN
bracis-28357	39	4	,	,	PUNCT
bracis-28357	39	5	with	with	ADP
bracis-28357	39	6	the	the	DET
bracis-28357	39	7	definition	definition	NOUN
bracis-28357	39	8	of	of	ADP
bracis-28357	39	9	three	three	NUM
bracis-28357	39	10	algorithms	algorithm	NOUN
bracis-28357	39	11	,	,	PUNCT
bracis-28357	39	12	is	be	AUX
bracis-28357	39	13	presented	present	VERB
bracis-28357	39	14	in	in	ADP
bracis-28357	39	15	sect	sect	NOUN
bracis-28357	39	16	.	.	PUNCT
bracis-28357	39	17	 	 	SPACE
bracis-28357	40	1	3	3	X
bracis-28357	40	2	.	.	X
bracis-28357	40	3	section	section	NOUN
bracis-28357	40	4	 	 	SPACE
bracis-28357	40	5	4	4	NUM
bracis-28357	40	6	gives	give	VERB
bracis-28357	40	7	an	an	DET
bracis-28357	40	8	overview	overview	NOUN
bracis-28357	40	9	of	of	ADP
bracis-28357	40	10	related	related	ADJ
bracis-28357	40	11	works	work	NOUN
bracis-28357	40	12	on	on	ADP
bracis-28357	40	13	the	the	DET
bracis-28357	40	14	state	state	NOUN
bracis-28357	40	15	of	of	ADP
bracis-28357	40	16	the	the	DET
bracis-28357	40	17	art	art	NOUN
bracis-28357	40	18	of	of	ADP
bracis-28357	40	19	task	task	NOUN
bracis-28357	40	20	allocation	allocation	NOUN
bracis-28357	40	21	.	.	PUNCT
bracis-28357	41	1	we	we	PRON
bracis-28357	41	2	present	present	VERB
bracis-28357	41	3	and	and	CCONJ
bracis-28357	41	4	discuss	discuss	VERB
bracis-28357	41	5	the	the	DET
bracis-28357	41	6	results	result	NOUN
bracis-28357	41	7	in	in	ADP
bracis-28357	41	8	sect	sect	NOUN
bracis-28357	41	9	.	.	PUNCT
bracis-28357	41	10	 	 	SPACE
bracis-28357	42	1	5	5	NUM
bracis-28357	42	2	,	,	PUNCT
bracis-28357	42	3	before	before	ADP
bracis-28357	42	4	concluding	conclude	VERB
bracis-28357	42	5	in	in	ADP
bracis-28357	42	6	sect	sect	NOUN
bracis-28357	42	7	.	.	PUNCT
bracis-28357	42	8	 	 	SPACE
bracis-28357	43	1	6	6	NUM
bracis-28357	43	2	.	.	SYM
bracis-28357	43	3	2	2	NUM
bracis-28357	43	4	the	the	DET
bracis-28357	43	5	allocation	allocation	NOUN
bracis-28357	43	6	of	of	ADP
bracis-28357	43	7	 	 	SPACE
bracis-28357	43	8	dynamic	dynamic	ADJ
bracis-28357	43	9	and	and	CCONJ
bracis-28357	43	10	 	 	SPACE
bracis-28357	43	11	finite	finite	ADJ
bracis-28357	43	12	resources	resource	NOUN
bracis-28357	43	13	to	to	ADP
bracis-28357	43	14	 	 	SPACE
bracis-28357	43	15	a	a	DET
bracis-28357	43	16	 	 	SPACE
bracis-28357	43	17	set	set	NOUN
bracis-28357	43	18	of	of	ADP
bracis-28357	43	19	 	 	SPACE
bracis-28357	43	20	binary	binary	ADJ
bracis-28357	43	21	tasks	task	NOUN
bracis-28357	43	22	problem	problem	NOUN
bracis-28357	43	23	we	we	PRON
bracis-28357	43	24	consider	consider	VERB
bracis-28357	43	25	the	the	DET
bracis-28357	43	26	problem	problem	NOUN
bracis-28357	43	27	of	of	ADP
bracis-28357	43	28	repeatedly	repeatedly	ADV
bracis-28357	43	29	allocating	allocate	VERB
bracis-28357	43	30	resources	resource	NOUN
bracis-28357	43	31	to	to	PART
bracis-28357	43	32	fulfill	fulfill	VERB
bracis-28357	43	33	one	one	NUM
bracis-28357	43	34	of	of	ADP
bracis-28357	43	35	a	a	DET
bracis-28357	43	36	set	set	NOUN
bracis-28357	43	37	of	of	ADP
bracis-28357	43	38	tasks	task	NOUN
bracis-28357	43	39	when	when	SCONJ
bracis-28357	43	40	finite	finite	ADJ
bracis-28357	43	41	resources	resource	NOUN
bracis-28357	43	42	are	be	AUX
bracis-28357	43	43	available	available	ADJ
bracis-28357	43	44	dynamically	dynamically	ADV
bracis-28357	43	45	.	.	PUNCT
bracis-28357	44	1	first	first	ADV
bracis-28357	44	2	,	,	PUNCT
bracis-28357	44	3	the	the	DET
bracis-28357	44	4	decision	decision	NOUN
bracis-28357	44	5	-	-	PUNCT
bracis-28357	44	6	maker	maker	NOUN
bracis-28357	44	7	knows	know	VERB
bracis-28357	44	8	a	a	DET
bracis-28357	44	9	set	set	NOUN
bracis-28357	44	10	of	of	ADP
bracis-28357	44	11	tasks	task	NOUN
bracis-28357	44	12	,	,	PUNCT
bracis-28357	44	13	in	in	ADP
bracis-28357	44	14	which	which	PRON
bracis-28357	44	15	each	each	DET
bracis-28357	44	16	task	task	NOUN
bracis-28357	44	17	must	must	AUX
bracis-28357	44	18	be	be	AUX
bracis-28357	44	19	solved	solve	VERB
bracis-28357	44	20	an	an	DET
bracis-28357	44	21	arbitrary	arbitrary	ADJ
bracis-28357	44	22	number	number	NOUN
bracis-28357	44	23	of	of	ADP
bracis-28357	44	24	times	time	NOUN
bracis-28357	44	25	.	.	PUNCT
bracis-28357	45	1	second	second	ADJ
bracis-28357	45	2	,	,	PUNCT
bracis-28357	45	3	resources	resource	NOUN
bracis-28357	45	4	are	be	AUX
bracis-28357	45	5	available	available	ADJ
bracis-28357	45	6	dynamically	dynamically	ADV
bracis-28357	45	7	to	to	PART
bracis-28357	45	8	receive	receive	VERB
bracis-28357	45	9	a	a	DET
bracis-28357	45	10	number	number	NOUN
bracis-28357	45	11	of	of	ADP
bracis-28357	45	12	tasks	task	NOUN
bracis-28357	45	13	to	to	PART
bracis-28357	45	14	try	try	VERB
bracis-28357	45	15	to	to	PART
bracis-28357	45	16	solve	solve	VERB
bracis-28357	45	17	.	.	PUNCT
bracis-28357	46	1	third	third	ADV
bracis-28357	46	2	,	,	PUNCT
bracis-28357	46	3	the	the	DET
bracis-28357	46	4	decision	decision	NOUN
bracis-28357	46	5	-	-	PUNCT
bracis-28357	46	6	maker	maker	NOUN
bracis-28357	46	7	allocates	allocate	VERB
bracis-28357	46	8	the	the	DET
bracis-28357	46	9	current	current	ADJ
bracis-28357	46	10	resource	resource	NOUN
bracis-28357	46	11	to	to	ADP
bracis-28357	46	12	tasks	task	NOUN
bracis-28357	46	13	,	,	PUNCT
bracis-28357	46	14	one	one	NUM
bracis-28357	46	15	after	after	ADP
bracis-28357	46	16	the	the	DET
bracis-28357	46	17	other	other	ADJ
bracis-28357	46	18	,	,	PUNCT
bracis-28357	46	19	until	until	SCONJ
bracis-28357	46	20	the	the	DET
bracis-28357	46	21	resource	resource	NOUN
bracis-28357	46	22	’s	’s	PART
bracis-28357	46	23	availability	availability	NOUN
bracis-28357	46	24	ends	end	VERB
bracis-28357	46	25	.	.	PUNCT
bracis-28357	47	1	fourth	fourth	ADJ
bracis-28357	47	2	,	,	PUNCT
bracis-28357	47	3	for	for	ADP
bracis-28357	47	4	each	each	DET
bracis-28357	47	5	allocated	allocate	VERB
bracis-28357	47	6	task	task	NOUN
bracis-28357	47	7	,	,	PUNCT
bracis-28357	47	8	the	the	DET
bracis-28357	47	9	resource	resource	NOUN
bracis-28357	47	10	may	may	AUX
bracis-28357	47	11	fail	fail	VERB
bracis-28357	47	12	or	or	CCONJ
bracis-28357	47	13	may	may	AUX
bracis-28357	47	14	fulfill	fulfill	VERB
bracis-28357	47	15	it	it	PRON
bracis-28357	47	16	.	.	PUNCT
bracis-28357	48	1	finally	finally	ADV
bracis-28357	48	2	,	,	PUNCT
bracis-28357	48	3	the	the	DET
bracis-28357	48	4	decision	decision	NOUN
bracis-28357	48	5	-	-	PUNCT
bracis-28357	48	6	maker	maker	NOUN
bracis-28357	48	7	must	must	AUX
bracis-28357	48	8	allocate	allocate	VERB
bracis-28357	48	9	tasks	task	NOUN
bracis-28357	48	10	to	to	PART
bracis-28357	48	11	fulfill	fulfill	VERB
bracis-28357	48	12	the	the	DET
bracis-28357	48	13	largest	large	ADJ
bracis-28357	48	14	number	number	NOUN
bracis-28357	48	15	of	of	ADP
bracis-28357	48	16	tasks	task	NOUN
bracis-28357	48	17	.	.	PUNCT
bracis-28357	49	1	we	we	PRON
bracis-28357	49	2	consider	consider	VERB
bracis-28357	49	3	the	the	DET
bracis-28357	49	4	following	follow	VERB
bracis-28357	49	5	process	process	NOUN
bracis-28357	49	6	:	:	PUNCT
bracis-28357	50	1	1	1	X
bracis-28357	50	2	.	.	PUNCT
bracis-28357	50	3	while	while	SCONJ
bracis-28357	50	4	there	there	PRON
bracis-28357	50	5	is	be	VERB
bracis-28357	50	6	time	time	NOUN
bracis-28357	50	7	,	,	PUNCT
bracis-28357	50	8	wait	wait	VERB
bracis-28357	50	9	for	for	ADP
bracis-28357	50	10	resource	resource	NOUN
bracis-28357	50	11	:	:	PUNCT
bracis-28357	50	12	(	(	PUNCT
bracis-28357	50	13	a	a	X
bracis-28357	50	14	)	)	PUNCT
bracis-28357	50	15	a	a	DET
bracis-28357	50	16	resource	resource	NOUN
bracis-28357	50	17	arrives	arrive	VERB
bracis-28357	50	18	.	.	PUNCT
bracis-28357	51	1	while	while	SCONJ
bracis-28357	51	2	the	the	DET
bracis-28357	51	3	resource	resource	NOUN
bracis-28357	51	4	is	be	AUX
bracis-28357	51	5	available	available	ADJ
bracis-28357	51	6	:	:	PUNCT
bracis-28357	51	7	i	i	PRON
bracis-28357	51	8	chooses	choose	VERB
bracis-28357	51	9	and	and	CCONJ
bracis-28357	51	10	presents	present	VERB
bracis-28357	51	11	a	a	DET
bracis-28357	51	12	task	task	NOUN
bracis-28357	51	13	to	to	ADP
bracis-28357	51	14	the	the	DET
bracis-28357	51	15	resource	resource	NOUN
bracis-28357	51	16	under	under	ADP
bracis-28357	51	17	two	two	NUM
bracis-28357	51	18	constraints	constraint	NOUN
bracis-28357	51	19	:	:	PUNCT
bracis-28357	51	20	(	(	PUNCT
bracis-28357	51	21	i	i	NOUN
bracis-28357	51	22	)	)	PUNCT
bracis-28357	51	23	 	 	SPACE
bracis-28357	51	24	the	the	DET
bracis-28357	51	25	task	task	NOUN
bracis-28357	51	26	was	be	AUX
bracis-28357	51	27	solved	solve	VERB
bracis-28357	51	28	successfully	successfully	ADV
bracis-28357	51	29	less	less	ADJ
bracis-28357	51	30	than	than	ADP
bracis-28357	51	31	a	a	DET
bracis-28357	51	32	desired	desire	VERB
bracis-28357	51	33	level	level	NOUN
bracis-28357	51	34	;	;	PUNCT
bracis-28357	51	35	and	and	CCONJ
bracis-28357	51	36	(	(	PUNCT
bracis-28357	51	37	ii	ii	NOUN
bracis-28357	51	38	)	)	PUNCT
bracis-28357	51	39	 	 	SPACE
bracis-28357	51	40	the	the	DET
bracis-28357	51	41	task	task	NOUN
bracis-28357	51	42	has	have	AUX
bracis-28357	51	43	not	not	PART
bracis-28357	51	44	been	be	AUX
bracis-28357	51	45	presented	present	VERB
bracis-28357	51	46	to	to	ADP
bracis-28357	51	47	the	the	DET
bracis-28357	51	48	current	current	ADJ
bracis-28357	51	49	resource	resource	NOUN
bracis-28357	51	50	;	;	PUNCT
bracis-28357	51	51	ii	ii	NOUN
bracis-28357	51	52	the	the	DET
bracis-28357	51	53	resource	resource	NOUN
bracis-28357	51	54	tries	try	VERB
bracis-28357	51	55	to	to	PART
bracis-28357	51	56	solve	solve	VERB
bracis-28357	51	57	the	the	DET
bracis-28357	51	58	task	task	NOUN
bracis-28357	51	59	;	;	PUNCT
bracis-28357	51	60	and	and	CCONJ
bracis-28357	51	61	it	it	PRON
bracis-28357	51	62	is	be	AUX
bracis-28357	51	63	observed	observe	VERB
bracis-28357	51	64	whether	whether	SCONJ
bracis-28357	51	65	the	the	DET
bracis-28357	51	66	task	task	NOUN
bracis-28357	51	67	was	be	AUX
bracis-28357	51	68	solved	solve	VERB
bracis-28357	51	69	or	or	CCONJ
bracis-28357	51	70	not	not	PART
bracis-28357	51	71	.	.	PUNCT
bracis-28357	52	1	this	this	DET
bracis-28357	52	2	process	process	NOUN
bracis-28357	52	3	is	be	AUX
bracis-28357	52	4	formalized	formalize	VERB
bracis-28357	52	5	mathematically	mathematically	ADV
bracis-28357	52	6	by	by	ADP
bracis-28357	52	7	the	the	DET
bracis-28357	52	8	following	follow	VERB
bracis-28357	52	9	definition	definition	NOUN
bracis-28357	52	10	:	:	PUNCT
bracis-28357	52	11	definition	definition	NOUN
bracis-28357	52	12	1	1	NUM
bracis-28357	52	13	(	(	PUNCT
bracis-28357	52	14	dynamic	dynamic	ADJ
bracis-28357	52	15	allocation	allocation	NOUN
bracis-28357	52	16	of	of	ADP
bracis-28357	52	17	resources	resource	NOUN
bracis-28357	52	18	to	to	PART
bracis-28357	52	19	solve	solve	VERB
bracis-28357	52	20	tasks	task	NOUN
bracis-28357	52	21	multiple	multiple	ADJ
bracis-28357	52	22	times	time	NOUN
bracis-28357	52	23	dart	dart	PROPN
bracis-28357	52	24	-	-	PUNCT
bracis-28357	52	25	mt	mt	PROPN
bracis-28357	52	26	)	)	PUNCT
bracis-28357	52	27	.	.	PUNCT
bracis-28357	53	1	let	let	VERB
bracis-28357	53	2	\(\mathcal	\(\mathcal	ADJ
bracis-28357	53	3	{	{	PUNCT
bracis-28357	53	4	t}\	t}\	NUM
bracis-28357	53	5	)	)	PUNCT
bracis-28357	53	6	be	be	AUX
bracis-28357	53	7	a	a	DET
bracis-28357	53	8	set	set	NOUN
bracis-28357	53	9	of	of	ADP
bracis-28357	53	10	tasks	task	NOUN
bracis-28357	53	11	and	and	CCONJ
bracis-28357	53	12	\(\mathcal	\(\mathcal	ADJ
bracis-28357	53	13	{	{	PUNCT
bracis-28357	53	14	r}\	r}\	NUM
bracis-28357	53	15	)	)	PUNCT
bracis-28357	53	16	a	a	DET
bracis-28357	53	17	set	set	NOUN
bracis-28357	53	18	of	of	ADP
bracis-28357	53	19	human	human	ADJ
bracis-28357	53	20	resources	resource	NOUN
bracis-28357	53	21	.	.	PUNCT
bracis-28357	54	1	consider	consider	VERB
bracis-28357	54	2	the	the	DET
bracis-28357	54	3	function	function	NOUN
bracis-28357	54	4	\(n	\(n	NOUN
bracis-28357	54	5	:	:	PUNCT
bracis-28357	54	6	\mathcal	\mathcal	PROPN
bracis-28357	54	7	{	{	PUNCT
bracis-28357	54	8	t	t	NOUN
bracis-28357	54	9	}	}	PUNCT
bracis-28357	54	10	\rightarrow	\rightarrow	PROPN
bracis-28357	54	11	\mathbb	\mathbb	PROPN
bracis-28357	54	12	{	{	PUNCT
bracis-28357	54	13	n}\	n}\	NUM
bracis-28357	54	14	)	)	PUNCT
bracis-28357	54	15	,	,	PUNCT
bracis-28357	54	16	n(t	n(t	PROPN
bracis-28357	54	17	)	)	PUNCT
bracis-28357	54	18	indicates	indicate	VERB
bracis-28357	54	19	the	the	DET
bracis-28357	54	20	number	number	NOUN
bracis-28357	54	21	of	of	ADP
bracis-28357	54	22	times	time	NOUN
bracis-28357	54	23	the	the	DET
bracis-28357	54	24	task	task	NOUN
bracis-28357	54	25	t	t	PROPN
bracis-28357	54	26	must	must	AUX
bracis-28357	54	27	be	be	AUX
bracis-28357	54	28	solved	solve	VERB
bracis-28357	54	29	.	.	PUNCT
bracis-28357	55	1	also	also	ADV
bracis-28357	55	2	,	,	PUNCT
bracis-28357	55	3	consider	consider	VERB
bracis-28357	55	4	the	the	DET
bracis-28357	55	5	function	function	NOUN
bracis-28357	55	6	\(m	\(m	NOUN
bracis-28357	55	7	:	:	PUNCT
bracis-28357	55	8	\mathcal	\mathcal	ADJ
bracis-28357	55	9	{	{	PUNCT
bracis-28357	55	10	r	r	NOUN
bracis-28357	55	11	}	}	PUNCT
bracis-28357	55	12	\rightarrow	\rightarrow	PROPN
bracis-28357	55	13	\mathbb	\mathbb	PROPN
bracis-28357	55	14	{	{	PUNCT
bracis-28357	55	15	n}\	n}\	NUM
bracis-28357	55	16	)	)	PUNCT
bracis-28357	55	17	,	,	PUNCT
bracis-28357	55	18	m(r	m(r	PROPN
bracis-28357	55	19	)	)	PUNCT
bracis-28357	55	20	indicates	indicate	VERB
bracis-28357	55	21	the	the	DET
bracis-28357	55	22	number	number	NOUN
bracis-28357	55	23	of	of	ADP
bracis-28357	55	24	tasks	task	NOUN
bracis-28357	55	25	that	that	PRON
bracis-28357	55	26	can	can	AUX
bracis-28357	55	27	be	be	AUX
bracis-28357	55	28	assigned	assign	VERB
bracis-28357	55	29	to	to	AUX
bracis-28357	55	30	resource	resource	VERB
bracis-28357	55	31	r.	r.	PROPN
bracis-28357	55	32	\(\zeta	\(\zeta	PUNCT
bracis-28357	56	1	_	_	PRON
bracis-28357	56	2	{	{	PUNCT
bracis-28357	56	3	t}\	t}\	NUM
bracis-28357	56	4	)	)	PUNCT
bracis-28357	56	5	is	be	AUX
bracis-28357	56	6	a	a	DET
bracis-28357	56	7	vector	vector	NOUN
bracis-28357	56	8	of	of	ADP
bracis-28357	56	9	parameters	parameter	NOUN
bracis-28357	56	10	for	for	ADP
bracis-28357	56	11	task	task	NOUN
bracis-28357	56	12	\(t	\(t	PROPN
bracis-28357	56	13	\in	\in	PROPN
bracis-28357	56	14	\mathcal	\mathcal	PROPN
bracis-28357	56	15	{	{	PUNCT
bracis-28357	56	16	t}\	t}\	NUM
bracis-28357	56	17	)	)	PUNCT
bracis-28357	56	18	.	.	PUNCT
bracis-28357	57	1	\(\theta	\(\theta	PROPN
bracis-28357	57	2	_	_	PRON
bracis-28357	57	3	{	{	PUNCT
bracis-28357	57	4	r}\	r}\	NUM
bracis-28357	57	5	)	)	PUNCT
bracis-28357	57	6	is	be	AUX
bracis-28357	57	7	a	a	DET
bracis-28357	57	8	vector	vector	NOUN
bracis-28357	57	9	of	of	ADP
bracis-28357	57	10	parameters	parameter	NOUN
bracis-28357	57	11	for	for	ADP
bracis-28357	57	12	resource	resource	NOUN
bracis-28357	57	13	\(r	\(r	ADJ
bracis-28357	57	14	\in	\in	PROPN
bracis-28357	57	15	\mathcal	\mathcal	PROPN
bracis-28357	57	16	{	{	PUNCT
bracis-28357	57	17	r}\	r}\	NUM
bracis-28357	57	18	)	)	PUNCT
bracis-28357	57	19	.	.	PUNCT
bracis-28357	58	1	\(f(\zeta	\(f(\zeta	X
bracis-28357	59	1	_	_	PRON
bracis-28357	59	2	{	{	PUNCT
bracis-28357	59	3	t	t	NOUN
bracis-28357	59	4	}	}	PUNCT
bracis-28357	59	5	,	,	PUNCT
bracis-28357	59	6	\theta	\theta	PROPN
bracis-28357	59	7	_	_	PUNCT
bracis-28357	59	8	{	{	PUNCT
bracis-28357	59	9	r})\	r})\	PROPN
bracis-28357	59	10	)	)	PUNCT
bracis-28357	59	11	is	be	AUX
bracis-28357	59	12	a	a	DET
bracis-28357	59	13	function	function	NOUN
bracis-28357	59	14	that	that	PRON
bracis-28357	59	15	represents	represent	VERB
bracis-28357	59	16	the	the	DET
bracis-28357	59	17	probability	probability	NOUN
bracis-28357	59	18	of	of	ADP
bracis-28357	59	19	the	the	DET
bracis-28357	59	20	task	task	NOUN
bracis-28357	59	21	t	t	PROPN
bracis-28357	59	22	be	be	AUX
bracis-28357	59	23	fulfilled	fulfil	VERB
bracis-28357	59	24	by	by	ADP
bracis-28357	59	25	the	the	DET
bracis-28357	59	26	resource	resource	NOUN
bracis-28357	59	27	r.	r.	PROPN
bracis-28357	59	28	there	there	PRON
bracis-28357	59	29	is	be	VERB
bracis-28357	59	30	an	an	DET
bracis-28357	59	31	order	order	NOUN
bracis-28357	59	32	of	of	ADP
bracis-28357	59	33	resources	resource	NOUN
bracis-28357	59	34	arriving	arrive	VERB
bracis-28357	59	35	\(q	\(q	NOUN
bracis-28357	59	36	=	=	PUNCT
bracis-28357	59	37	(	(	PUNCT
bracis-28357	59	38	r_{1	r_{1	PROPN
bracis-28357	59	39	}	}	PUNCT
bracis-28357	59	40	,	,	PUNCT
bracis-28357	59	41	r_{2	r_{2	PROPN
bracis-28357	59	42	}	}	PUNCT
bracis-28357	59	43	,	,	PUNCT
bracis-28357	59	44	\ldots	\ldots	INTJ
bracis-28357	59	45	,	,	PUNCT
bracis-28357	59	46	r_{|\mathcal	r_{|\mathcal	ADJ
bracis-28357	59	47	{	{	PUNCT
bracis-28357	59	48	r}|})\	r}|})\	NOUN
bracis-28357	59	49	)	)	PUNCT
bracis-28357	59	50	,	,	PUNCT
bracis-28357	59	51	where	where	SCONJ
bracis-28357	59	52	\(r_{i	\(r_{i	NOUN
bracis-28357	59	53	}	}	PUNCT
bracis-28357	59	54	\in	\in	PROPN
bracis-28357	59	55	\mathcal	\mathcal	PROPN
bracis-28357	59	56	{	{	PUNCT
bracis-28357	59	57	r}\	r}\	NUM
bracis-28357	59	58	)	)	PUNCT
bracis-28357	59	59	and	and	CCONJ
bracis-28357	59	60	\(r_{j	\(r_{j	NOUN
bracis-28357	59	61	}	}	PUNCT
bracis-28357	59	62	\ne	\ne	PROPN
bracis-28357	59	63	r_{i}\	r_{i}\	PROPN
bracis-28357	59	64	)	)	PUNCT
bracis-28357	59	65	for	for	ADP
bracis-28357	59	66	all	all	DET
bracis-28357	59	67	\(i	\(i	NOUN
bracis-28357	59	68	\ne	\ne	PROPN
bracis-28357	59	69	j\	j\	PROPN
bracis-28357	59	70	)	)	PUNCT
bracis-28357	59	71	.	.	PUNCT
bracis-28357	60	1	the	the	DET
bracis-28357	60	2	problem	problem	NOUN
bracis-28357	60	3	of	of	ADP
bracis-28357	60	4	dynamic	dynamic	ADJ
bracis-28357	60	5	resource	resource	NOUN
bracis-28357	60	6	allocation	allocation	NOUN
bracis-28357	60	7	to	to	PART
bracis-28357	60	8	solve	solve	VERB
bracis-28357	60	9	tasks	task	NOUN
bracis-28357	60	10	multiple	multiple	ADJ
bracis-28357	60	11	times	time	NOUN
bracis-28357	60	12	is	be	AUX
bracis-28357	60	13	defined	define	VERB
bracis-28357	60	14	by	by	ADP
bracis-28357	60	15	the	the	DET
bracis-28357	60	16	tuple	tuple	PROPN
bracis-28357	60	17	\((\mathcal	\((\mathcal	PROPN
bracis-28357	60	18	{	{	PUNCT
bracis-28357	60	19	t	t	NOUN
bracis-28357	60	20	}	}	PUNCT
bracis-28357	60	21	,	,	PUNCT
bracis-28357	60	22	\mathcal	\mathcal	X
bracis-28357	60	23	{	{	PUNCT
bracis-28357	60	24	r	r	NOUN
bracis-28357	60	25	}	}	PUNCT
bracis-28357	60	26	,	,	PUNCT
bracis-28357	60	27	n	n	CCONJ
bracis-28357	60	28	,	,	PUNCT
bracis-28357	60	29	m	m	PROPN
bracis-28357	60	30	,	,	PUNCT
bracis-28357	60	31	\{\mathbf	\{\mathbf	PROPN
bracis-28357	60	32	{	{	PUNCT
bracis-28357	60	33	\zeta	\zeta	PROPN
bracis-28357	60	34	}	}	PUNCT
bracis-28357	60	35	_	_	PRON
bracis-28357	60	36	{	{	PUNCT
bracis-28357	60	37	t}\	t}\	NUM
bracis-28357	60	38	}	}	PUNCT
bracis-28357	60	39	,	,	PUNCT
bracis-28357	60	40	\{\mathbf	\{\mathbf	PROPN
bracis-28357	60	41	{	{	PUNCT
bracis-28357	60	42	\theta	\theta	PROPN
bracis-28357	60	43	}	}	PUNCT
bracis-28357	60	44	_	_	PUNCT
bracis-28357	60	45	{	{	PUNCT
bracis-28357	60	46	r}\	r}\	NUM
bracis-28357	60	47	}	}	PUNCT
bracis-28357	60	48	,	,	PUNCT
bracis-28357	60	49	f	f	X
bracis-28357	60	50	,	,	PUNCT
bracis-28357	60	51	q)\	q)\	PROPN
bracis-28357	60	52	)	)	PUNCT
bracis-28357	60	53	and	and	CCONJ
bracis-28357	60	54	the	the	DET
bracis-28357	60	55	objective	objective	NOUN
bracis-28357	60	56	is	be	AUX
bracis-28357	60	57	to	to	PART
bracis-28357	60	58	maximize	maximize	VERB
bracis-28357	60	59	the	the	DET
bracis-28357	60	60	expected	expect	VERB
bracis-28357	60	61	number	number	NOUN
bracis-28357	60	62	of	of	ADP
bracis-28357	60	63	solved	solved	ADJ
bracis-28357	60	64	tasks	task	NOUN
bracis-28357	60	65	.	.	PUNCT
bracis-28357	61	1	because	because	SCONJ
bracis-28357	61	2	the	the	DET
bracis-28357	61	3	result	result	NOUN
bracis-28357	61	4	of	of	ADP
bracis-28357	61	5	a	a	DET
bracis-28357	61	6	resource	resource	NOUN
bracis-28357	61	7	r	r	NOUN
bracis-28357	61	8	trying	try	VERB
bracis-28357	61	9	to	to	PART
bracis-28357	61	10	solve	solve	VERB
bracis-28357	61	11	a	a	DET
bracis-28357	61	12	task	task	NOUN
bracis-28357	61	13	t	t	PROPN
bracis-28357	61	14	is	be	AUX
bracis-28357	61	15	stochastic	stochastic	ADJ
bracis-28357	61	16	,	,	PUNCT
bracis-28357	61	17	an	an	DET
bracis-28357	61	18	optimal	optimal	ADJ
bracis-28357	61	19	solution	solution	NOUN
bracis-28357	61	20	is	be	AUX
bracis-28357	61	21	clearly	clearly	ADV
bracis-28357	61	22	contingent	contingent	ADJ
bracis-28357	61	23	on	on	ADP
bracis-28357	61	24	past	past	ADJ
bracis-28357	61	25	results	result	NOUN
bracis-28357	61	26	;	;	PUNCT
bracis-28357	61	27	in	in	ADP
bracis-28357	61	28	the	the	DET
bracis-28357	61	29	markov	markov	NOUN
bracis-28357	61	30	decision	decision	NOUN
bracis-28357	61	31	process	process	NOUN
bracis-28357	61	32	jargon	jargon	NOUN
bracis-28357	61	33	,	,	PUNCT
bracis-28357	61	34	policies	policy	NOUN
bracis-28357	61	35	.	.	PUNCT
bracis-28357	62	1	here	here	ADV
bracis-28357	62	2	,	,	PUNCT
bracis-28357	62	3	we	we	PRON
bracis-28357	62	4	considered	consider	VERB
bracis-28357	62	5	different	different	ADJ
bracis-28357	62	6	scenarios	scenario	NOUN
bracis-28357	62	7	of	of	ADP
bracis-28357	62	8	knowledge	knowledge	NOUN
bracis-28357	62	9	about	about	ADP
bracis-28357	62	10	the	the	DET
bracis-28357	62	11	problem	problem	NOUN
bracis-28357	62	12	dart	dart	PROPN
bracis-28357	62	13	-	-	PUNCT
bracis-28357	62	14	mt	mt	PROPN
bracis-28357	62	15	,	,	PUNCT
bracis-28357	62	16	where	where	SCONJ
bracis-28357	62	17	optimal	optimal	ADJ
bracis-28357	62	18	solutions	solution	NOUN
bracis-28357	62	19	are	be	AUX
bracis-28357	62	20	contingent	contingent	ADJ
bracis-28357	62	21	on	on	ADP
bracis-28357	62	22	information	information	NOUN
bracis-28357	62	23	collected	collect	VERB
bracis-28357	62	24	during	during	ADP
bracis-28357	62	25	the	the	DET
bracis-28357	62	26	process	process	NOUN
bracis-28357	62	27	.	.	PUNCT
bracis-28357	63	1	we	we	PRON
bracis-28357	63	2	consider	consider	VERB
bracis-28357	63	3	three	three	NUM
bracis-28357	63	4	different	different	ADJ
bracis-28357	63	5	scenarios	scenario	NOUN
bracis-28357	63	6	.	.	PUNCT
bracis-28357	64	1	in	in	ADP
bracis-28357	64	2	every	every	DET
bracis-28357	64	3	scenario	scenario	NOUN
bracis-28357	64	4	probability	probability	NOUN
bracis-28357	64	5	function	function	NOUN
bracis-28357	64	6	(	(	PUNCT
bracis-28357	64	7	f	f	X
bracis-28357	64	8	)	)	PUNCT
bracis-28357	64	9	,	,	PUNCT
bracis-28357	64	10	tasks	task	VERB
bracis-28357	64	11	parameters	parameter	NOUN
bracis-28357	64	12	and	and	CCONJ
bracis-28357	64	13	demands	demand	NOUN
bracis-28357	64	14	(	(	PUNCT
bracis-28357	64	15	\(\mathcal	\(\mathcal	ADJ
bracis-28357	64	16	{	{	PUNCT
bracis-28357	64	17	t}\	t}\	NUM
bracis-28357	64	18	)	)	PUNCT
bracis-28357	64	19	,	,	PUNCT
bracis-28357	64	20	n	n	CCONJ
bracis-28357	64	21	,	,	PUNCT
bracis-28357	64	22	and	and	CCONJ
bracis-28357	64	23	\(\{\mathbf	\(\{\mathbf	PROPN
bracis-28357	64	24	{	{	PUNCT
bracis-28357	64	25	\zeta	\zeta	PROPN
bracis-28357	64	26	}	}	PUNCT
bracis-28357	64	27	_	_	PRON
bracis-28357	64	28	{	{	PUNCT
bracis-28357	64	29	t}\}\	t}\}\	NOUN
bracis-28357	64	30	)	)	PUNCT
bracis-28357	64	31	)	)	PUNCT
bracis-28357	64	32	are	be	AUX
bracis-28357	64	33	known	know	VERB
bracis-28357	64	34	beforehand	beforehand	ADV
bracis-28357	64	35	;	;	PUNCT
bracis-28357	64	36	they	they	PRON
bracis-28357	64	37	may	may	AUX
bracis-28357	64	38	be	be	AUX
bracis-28357	64	39	obtained	obtain	VERB
bracis-28357	64	40	from	from	ADP
bracis-28357	64	41	calibration	calibration	NOUN
bracis-28357	64	42	in	in	ADP
bracis-28357	64	43	another	another	DET
bracis-28357	64	44	set	set	NOUN
bracis-28357	64	45	of	of	ADP
bracis-28357	64	46	resources	resource	NOUN
bracis-28357	64	47	.	.	PUNCT
bracis-28357	65	1	information	information	NOUN
bracis-28357	65	2	about	about	ADP
bracis-28357	65	3	the	the	DET
bracis-28357	65	4	resources	resource	NOUN
bracis-28357	65	5	(	(	PUNCT
bracis-28357	65	6	\(\mathcal	\(\mathcal	ADJ
bracis-28357	65	7	{	{	PUNCT
bracis-28357	65	8	r	r	NOUN
bracis-28357	65	9	}	}	PUNCT
bracis-28357	65	10	,	,	PUNCT
bracis-28357	65	11	m	m	PROPN
bracis-28357	65	12	,	,	PUNCT
bracis-28357	65	13	\{\mathbf	\{\mathbf	PROPN
bracis-28357	65	14	{	{	PUNCT
bracis-28357	65	15	\theta	\theta	PROPN
bracis-28357	65	16	}	}	PUNCT
bracis-28357	65	17	_	_	PRON
bracis-28357	65	18	{	{	PUNCT
bracis-28357	65	19	r}\}\	r}\}\	NOUN
bracis-28357	65	20	)	)	PUNCT
bracis-28357	65	21	and	and	CCONJ
bracis-28357	65	22	q	q	X
bracis-28357	65	23	)	)	PUNCT
bracis-28357	65	24	may	may	AUX
bracis-28357	65	25	be	be	AUX
bracis-28357	65	26	revealed	reveal	VERB
bracis-28357	65	27	directly	directly	ADV
bracis-28357	65	28	or	or	CCONJ
bracis-28357	65	29	indirectly	indirectly	ADV
bracis-28357	65	30	during	during	ADP
bracis-28357	65	31	the	the	DET
bracis-28357	65	32	process	process	NOUN
bracis-28357	65	33	.	.	PUNCT
bracis-28357	66	1	we	we	PRON
bracis-28357	66	2	differentiate	differentiate	VERB
bracis-28357	66	3	knowledge	knowledge	NOUN
bracis-28357	66	4	of	of	ADP
bracis-28357	66	5	the	the	DET
bracis-28357	66	6	current	current	ADJ
bracis-28357	66	7	resource	resource	NOUN
bracis-28357	66	8	and	and	CCONJ
bracis-28357	66	9	future	future	ADJ
bracis-28357	66	10	resources	resource	NOUN
bracis-28357	66	11	to	to	PART
bracis-28357	66	12	define	define	VERB
bracis-28357	66	13	the	the	DET
bracis-28357	66	14	following	follow	VERB
bracis-28357	66	15	scenarios	scenario	NOUN
bracis-28357	66	16	:	:	PUNCT
bracis-28357	66	17	(	(	PUNCT
bracis-28357	66	18	kk	kk	INTJ
bracis-28357	66	19	)	)	PUNCT
bracis-28357	66	20	known	know	VERB
bracis-28357	66	21	-	-	PUNCT
bracis-28357	66	22	known	know	VERB
bracis-28357	66	23	:	:	PUNCT
bracis-28357	66	24	fully	fully	ADV
bracis-28357	66	25	-	-	PUNCT
bracis-28357	66	26	revealed	reveal	VERB
bracis-28357	66	27	,	,	PUNCT
bracis-28357	66	28	i.e.	i.e.	X
bracis-28357	66	29	,	,	PUNCT
bracis-28357	66	30	resources	resource	NOUN
bracis-28357	66	31	\(\mathcal	\(\mathcal	ADJ
bracis-28357	66	32	{	{	PUNCT
bracis-28357	66	33	r}\	r}\	NUM
bracis-28357	66	34	)	)	PUNCT
bracis-28357	66	35	,	,	PUNCT
bracis-28357	66	36	availability	availability	NOUN
bracis-28357	66	37	function	function	PROPN
bracis-28357	66	38	m	m	PROPN
bracis-28357	66	39	,	,	PUNCT
bracis-28357	66	40	parameters	parameter	NOUN
bracis-28357	66	41	\(\{\mathbf	\(\{\mathbf	VERB
bracis-28357	66	42	{	{	PUNCT
bracis-28357	66	43	\theta	\theta	PROPN
bracis-28357	66	44	}	}	PUNCT
bracis-28357	66	45	_	_	PRON
bracis-28357	66	46	{	{	PUNCT
bracis-28357	66	47	r}\}\	r}\}\	NOUN
bracis-28357	66	48	)	)	PUNCT
bracis-28357	66	49	and	and	CCONJ
bracis-28357	66	50	arrival	arrival	NOUN
bracis-28357	66	51	order	order	NOUN
bracis-28357	66	52	q	q	X
bracis-28357	66	53	are	be	AUX
bracis-28357	66	54	known	know	VERB
bracis-28357	66	55	before	before	ADP
bracis-28357	66	56	hand	hand	NOUN
bracis-28357	66	57	;	;	PUNCT
bracis-28357	66	58	(	(	PUNCT
bracis-28357	66	59	ku	ku	NOUN
bracis-28357	66	60	)	)	PUNCT
bracis-28357	66	61	known	know	VERB
bracis-28357	66	62	-	-	PUNCT
bracis-28357	66	63	unknown	unknown	NOUN
bracis-28357	66	64	:	:	PUNCT
bracis-28357	66	65	the	the	DET
bracis-28357	66	66	number	number	NOUN
bracis-28357	66	67	of	of	ADP
bracis-28357	66	68	resources	resource	NOUN
bracis-28357	66	69	\(|\mathcal	\(|\mathcal	X
bracis-28357	66	70	{	{	PUNCT
bracis-28357	66	71	r}|\	r}|\	NOUN
bracis-28357	66	72	)	)	PUNCT
bracis-28357	66	73	and	and	CCONJ
bracis-28357	66	74	the	the	DET
bracis-28357	66	75	current	current	ADJ
bracis-28357	66	76	resource	resource	NOUN
bracis-28357	66	77	r	r	NOUN
bracis-28357	66	78	is	be	AUX
bracis-28357	66	79	fully	fully	ADV
bracis-28357	66	80	-	-	PUNCT
bracis-28357	66	81	revealed	reveal	VERB
bracis-28357	66	82	(	(	PUNCT
bracis-28357	66	83	availability	availability	NOUN
bracis-28357	66	84	m(r	m(r	PROPN
bracis-28357	66	85	)	)	PUNCT
bracis-28357	66	86	and	and	CCONJ
bracis-28357	66	87	parameter	parameter	NOUN
bracis-28357	66	88	\(\mathbf	\(\mathbf	PROPN
bracis-28357	66	89	{	{	PUNCT
bracis-28357	66	90	\theta	\theta	PROPN
bracis-28357	66	91	}	}	PUNCT
bracis-28357	66	92	_	_	PUNCT
bracis-28357	66	93	{	{	PUNCT
bracis-28357	66	94	r}\	r}\	NUM
bracis-28357	66	95	)	)	PUNCT
bracis-28357	66	96	)	)	PUNCT
bracis-28357	66	97	;	;	PUNCT
bracis-28357	66	98	while	while	SCONJ
bracis-28357	66	99	future	future	ADJ
bracis-28357	66	100	resources	resource	NOUN
bracis-28357	66	101	are	be	AUX
bracis-28357	66	102	known	know	VERB
bracis-28357	66	103	to	to	PART
bracis-28357	66	104	be	be	AUX
bracis-28357	66	105	drawn	draw	VERB
bracis-28357	66	106	from	from	ADP
bracis-28357	66	107	an	an	DET
bracis-28357	66	108	a	a	DET
bracis-28357	66	109	priori	priori	ADJ
bracis-28357	66	110	distribution	distribution	NOUN
bracis-28357	66	111	on	on	ADP
bracis-28357	66	112	parameters	parameter	NOUN
bracis-28357	66	113	\(\vartheta	\(\vartheta	ADJ
bracis-28357	66	114	\	\	PROPN
bracis-28357	66	115	)	)	PUNCT
bracis-28357	66	116	and	and	CCONJ
bracis-28357	66	117	availability	availability	NOUN
bracis-28357	66	118	m	m	PROPN
bracis-28357	66	119	;	;	PUNCT
bracis-28357	66	120	and	and	CCONJ
bracis-28357	66	121	(	(	PUNCT
bracis-28357	66	122	uu	uu	ADJ
bracis-28357	66	123	)	)	PUNCT
bracis-28357	66	124	unknown	unknown	ADJ
bracis-28357	66	125	-	-	PUNCT
bracis-28357	66	126	unknown	unknown	ADJ
bracis-28357	66	127	:	:	PUNCT
bracis-28357	66	128	the	the	DET
bracis-28357	66	129	number	number	NOUN
bracis-28357	66	130	of	of	ADP
bracis-28357	66	131	resources	resource	NOUN
bracis-28357	66	132	\(|\mathcal	\(|\mathcal	X
bracis-28357	66	133	{	{	PUNCT
bracis-28357	66	134	r}|\	r}|\	NOUN
bracis-28357	66	135	)	)	PUNCT
bracis-28357	66	136	and	and	CCONJ
bracis-28357	66	137	the	the	DET
bracis-28357	66	138	a	a	DET
bracis-28357	66	139	priori	priori	ADJ
bracis-28357	66	140	distribution	distribution	NOUN
bracis-28357	66	141	on	on	ADP
bracis-28357	66	142	parameters	parameter	NOUN
bracis-28357	66	143	\(\vartheta	\(\vartheta	ADJ
bracis-28357	66	144	\	\	PROPN
bracis-28357	66	145	)	)	PUNCT
bracis-28357	66	146	and	and	CCONJ
bracis-28357	66	147	availability	availability	NOUN
bracis-28357	66	148	m	m	VERB
bracis-28357	66	149	are	be	AUX
bracis-28357	66	150	revealed	reveal	VERB
bracis-28357	66	151	;	;	PUNCT
bracis-28357	66	152	the	the	DET
bracis-28357	66	153	current	current	ADJ
bracis-28357	66	154	resource	resource	NOUN
bracis-28357	66	155	r	r	NOUN
bracis-28357	66	156	reveals	reveal	VERB
bracis-28357	66	157	its	its	PRON
bracis-28357	66	158	availability	availability	NOUN
bracis-28357	66	159	m(r	m(r	PROPN
bracis-28357	66	160	)	)	PUNCT
bracis-28357	66	161	,	,	PUNCT
bracis-28357	66	162	while	while	SCONJ
bracis-28357	66	163	its	its	PRON
bracis-28357	66	164	parameters	parameter	NOUN
bracis-28357	66	165	must	must	AUX
bracis-28357	66	166	be	be	AUX
bracis-28357	66	167	learnt	learn	VERB
bracis-28357	66	168	from	from	ADP
bracis-28357	66	169	results	result	NOUN
bracis-28357	66	170	after	after	ADP
bracis-28357	66	171	submitting	submit	VERB
bracis-28357	66	172	tasks	task	NOUN
bracis-28357	66	173	to	to	ADP
bracis-28357	66	174	the	the	DET
bracis-28357	66	175	resource	resource	NOUN
bracis-28357	66	176	.	.	PUNCT
bracis-28357	67	1	we	we	PRON
bracis-28357	67	2	note	note	VERB
bracis-28357	67	3	that	that	SCONJ
bracis-28357	67	4	the	the	DET
bracis-28357	67	5	objective	objective	NOUN
bracis-28357	67	6	of	of	ADP
bracis-28357	67	7	managing	manage	VERB
bracis-28357	67	8	to	to	PART
bracis-28357	67	9	solve	solve	VERB
bracis-28357	67	10	a	a	DET
bracis-28357	67	11	task	task	NOUN
bracis-28357	67	12	gets	get	VERB
bracis-28357	67	13	more	more	ADV
bracis-28357	67	14	difficult	difficult	ADJ
bracis-28357	67	15	when	when	SCONJ
bracis-28357	67	16	knowledge	knowledge	NOUN
bracis-28357	67	17	is	be	AUX
bracis-28357	67	18	hidden	hide	VERB
bracis-28357	67	19	from	from	ADP
bracis-28357	67	20	the	the	DET
bracis-28357	67	21	decision	decision	NOUN
bracis-28357	67	22	maker	maker	NOUN
bracis-28357	67	23	,	,	PUNCT
bracis-28357	67	24	i.e.	i.e.	X
bracis-28357	67	25	,	,	PUNCT
bracis-28357	67	26	a	a	DET
bracis-28357	67	27	decision	decision	NOUN
bracis-28357	67	28	maker	maker	NOUN
bracis-28357	67	29	should	should	AUX
bracis-28357	67	30	solve	solve	VERB
bracis-28357	67	31	the	the	DET
bracis-28357	67	32	largest	large	ADJ
bracis-28357	67	33	number	number	NOUN
bracis-28357	67	34	of	of	ADP
bracis-28357	67	35	tasks	task	NOUN
bracis-28357	67	36	in	in	ADP
bracis-28357	67	37	scenario	scenario	NOUN
bracis-28357	67	38	kk	kk	PROPN
bracis-28357	67	39	while	while	SCONJ
bracis-28357	67	40	solving	solve	VERB
bracis-28357	67	41	the	the	DET
bracis-28357	67	42	smallest	small	ADJ
bracis-28357	67	43	number	number	NOUN
bracis-28357	67	44	of	of	ADP
bracis-28357	67	45	tasks	task	NOUN
bracis-28357	67	46	in	in	ADP
bracis-28357	67	47	scenario	scenario	NOUN
bracis-28357	67	48	uu	uu	PROPN
bracis-28357	67	49	.	.	PROPN
bracis-28357	67	50	to	to	PART
bracis-28357	67	51	obtain	obtain	VERB
bracis-28357	67	52	an	an	DET
bracis-28357	67	53	upper	upper	ADJ
bracis-28357	67	54	bound	bind	VERB
bracis-28357	67	55	to	to	ADP
bracis-28357	67	56	the	the	DET
bracis-28357	67	57	dart	dart	PROPN
bracis-28357	67	58	-	-	PUNCT
bracis-28357	67	59	mt	mt	PROPN
bracis-28357	67	60	problem	problem	NOUN
bracis-28357	67	61	,	,	PUNCT
bracis-28357	67	62	we	we	PRON
bracis-28357	67	63	relax	relax	VERB
bracis-28357	67	64	the	the	DET
bracis-28357	67	65	problem	problem	NOUN
bracis-28357	67	66	regarding	regard	VERB
bracis-28357	67	67	the	the	DET
bracis-28357	67	68	allocation	allocation	NOUN
bracis-28357	67	69	and	and	CCONJ
bracis-28357	67	70	results	result	NOUN
bracis-28357	67	71	of	of	ADP
bracis-28357	67	72	submitting	submit	VERB
bracis-28357	67	73	a	a	DET
bracis-28357	67	74	task	task	NOUN
bracis-28357	67	75	to	to	ADP
bracis-28357	67	76	a	a	DET
bracis-28357	67	77	resource	resource	NOUN
bracis-28357	67	78	.	.	PUNCT
bracis-28357	68	1	first	first	ADV
bracis-28357	68	2	,	,	PUNCT
bracis-28357	68	3	we	we	PRON
bracis-28357	68	4	allow	allow	VERB
bracis-28357	68	5	a	a	DET
bracis-28357	68	6	resource	resource	NOUN
bracis-28357	68	7	r	r	NOUN
bracis-28357	68	8	to	to	PART
bracis-28357	68	9	be	be	AUX
bracis-28357	68	10	partially	partially	ADV
bracis-28357	68	11	allocated	allocate	VERB
bracis-28357	68	12	to	to	ADP
bracis-28357	68	13	a	a	DET
bracis-28357	68	14	task	task	NOUN
bracis-28357	68	15	t	t	PROPN
bracis-28357	68	16	(	(	PUNCT
bracis-28357	68	17	decision	decision	NOUN
bracis-28357	68	18	\(s_{r	\(s_{r	PROPN
bracis-28357	68	19	,	,	PUNCT
bracis-28357	68	20	t}\	t}\	NUM
bracis-28357	68	21	)	)	PUNCT
bracis-28357	68	22	)	)	PUNCT
bracis-28357	68	23	.	.	PUNCT
bracis-28357	69	1	second	second	ADJ
bracis-28357	69	2	,	,	PUNCT
bracis-28357	69	3	a	a	DET
bracis-28357	69	4	resource	resource	NOUN
bracis-28357	69	5	r	r	NOUN
bracis-28357	69	6	solves	solve	VERB
bracis-28357	69	7	a	a	DET
bracis-28357	69	8	task	task	NOUN
bracis-28357	69	9	deterministic	deterministic	ADJ
bracis-28357	69	10	and	and	CCONJ
bracis-28357	69	11	partially	partially	ADV
bracis-28357	69	12	,	,	PUNCT
bracis-28357	69	13	given	give	VERB
bracis-28357	69	14	by	by	ADP
bracis-28357	69	15	\(p_{r	\(p_{r	PROPN
bracis-28357	69	16	,	,	PUNCT
bracis-28357	69	17	t	t	PROPN
bracis-28357	69	18	}	}	PUNCT
bracis-28357	69	19	=	=	PUNCT
bracis-28357	69	20	f(\zeta	f(\zeta	PUNCT
bracis-28357	69	21	_	_	PUNCT
bracis-28357	69	22	{	{	PUNCT
bracis-28357	69	23	t},\theta	t},\theta	X
bracis-28357	69	24	_	_	PROPN
bracis-28357	69	25	{	{	PUNCT
bracis-28357	69	26	r})\	r})\	PROPN
bracis-28357	69	27	)	)	PUNCT
bracis-28357	69	28	.	.	PUNCT
bracis-28357	70	1	third	third	ADJ
bracis-28357	70	2	,	,	PUNCT
bracis-28357	70	3	\(x_{r	\(x_{r	PROPN
bracis-28357	70	4	,	,	PUNCT
bracis-28357	70	5	t}=s_{r	t}=s_{r	NOUN
bracis-28357	70	6	,	,	PUNCT
bracis-28357	70	7	t	t	PROPN
bracis-28357	70	8	}	}	PUNCT
bracis-28357	70	9	p_{r	p_{r	PROPN
bracis-28357	70	10	,	,	PUNCT
bracis-28357	70	11	t}\	t}\	PRON
bracis-28357	70	12	)	)	PUNCT
bracis-28357	70	13	indicates	indicate	VERB
bracis-28357	70	14	the	the	DET
bracis-28357	70	15	amount	amount	NOUN
bracis-28357	70	16	of	of	ADP
bracis-28357	70	17	task	task	NOUN
bracis-28357	70	18	t	t	PROPN
bracis-28357	70	19	to	to	PART
bracis-28357	70	20	be	be	AUX
bracis-28357	70	21	solved	solve	VERB
bracis-28357	70	22	by	by	ADP
bracis-28357	70	23	resource	resource	NOUN
bracis-28357	70	24	r.	r.	PROPN
bracis-28357	70	25	then	then	ADV
bracis-28357	70	26	,	,	PUNCT
bracis-28357	70	27	the	the	DET
bracis-28357	70	28	following	follow	VERB
bracis-28357	70	29	linear	linear	ADJ
bracis-28357	70	30	programming	programming	NOUN
bracis-28357	70	31	obtains	obtain	VERB
bracis-28357	70	32	an	an	DET
bracis-28357	70	33	upper	upper	ADJ
bracis-28357	70	34	bound	bind	VERB
bracis-28357	70	35	to	to	ADP
bracis-28357	70	36	the	the	DET
bracis-28357	70	37	dart	dart	PROPN
bracis-28357	70	38	-	-	PUNCT
bracis-28357	70	39	mt	mt	PROPN
bracis-28357	70	40	problem	problem	NOUN
bracis-28357	70	41	:	:	PUNCT
bracis-28357	70	42	$	$	SYM
bracis-28357	70	43	$	$	SYM
bracis-28357	70	44	\begin{aligned	\begin{aligne	VERB
bracis-28357	70	45	}	}	PUNCT
bracis-28357	70	46	\max	\max	PROPN
bracis-28357	70	47	\quad	\quad	PROPN
bracis-28357	70	48	&	&	CCONJ
bracis-28357	70	49	\sum	\sum	PROPN
bracis-28357	70	50	_	_	PROPN
bracis-28357	70	51	{	{	PUNCT
bracis-28357	70	52	t	t	PROPN
bracis-28357	70	53	\in	\in	PROPN
bracis-28357	70	54	\mathcal	\mathcal	PROPN
bracis-28357	70	55	{	{	PUNCT
bracis-28357	70	56	t	t	NOUN
bracis-28357	70	57	}	}	PUNCT
bracis-28357	70	58	}	}	PUNCT
bracis-28357	70	59	\sum	\sum	NOUN
bracis-28357	71	1	_	_	PUNCT
bracis-28357	71	2	{	{	PUNCT
bracis-28357	71	3	r	r	NOUN
bracis-28357	71	4	\in	\in	PROPN
bracis-28357	71	5	\mathcal	\mathcal	PROPN
bracis-28357	71	6	{	{	PUNCT
bracis-28357	71	7	r	r	NOUN
bracis-28357	71	8	}	}	PUNCT
bracis-28357	71	9	}	}	PUNCT
bracis-28357	71	10	x_{r	x_{r	PROPN
bracis-28357	71	11	,	,	PUNCT
bracis-28357	71	12	t	t	PROPN
bracis-28357	71	13	}	}	PUNCT
bracis-28357	71	14	&	&	CCONJ
bracis-28357	71	15	\end{aligned}$$	\end{aligned}$$	PROPN
bracis-28357	71	16	(	(	PUNCT
bracis-28357	71	17	1	1	NUM
bracis-28357	71	18	)	)	PUNCT
bracis-28357	71	19	$	$	SYM
bracis-28357	71	20	$	$	SYM
bracis-28357	71	21	\begin{aligned	\begin{aligne	VERB
bracis-28357	71	22	}	}	PUNCT
bracis-28357	71	23	\text	\text	ADP
bracis-28357	71	24	{	{	PUNCT
bracis-28357	71	25	subject	subject	ADJ
bracis-28357	71	26	to	to	ADP
bracis-28357	71	27	}	}	PUNCT
bracis-28357	71	28	\quad	\quad	PROPN
bracis-28357	71	29	&	&	CCONJ
bracis-28357	71	30	s_{r	s_{r	PROPN
bracis-28357	71	31	,	,	PUNCT
bracis-28357	71	32	t	t	PROPN
bracis-28357	71	33	}	}	PUNCT
bracis-28357	71	34	\in	\in	PROPN
bracis-28357	71	35	[	[	X
bracis-28357	71	36	0,1	0,1	NUM
bracis-28357	71	37	]	]	PUNCT
bracis-28357	71	38	&	&	CCONJ
bracis-28357	71	39	\forall	\forall	DET
bracis-28357	71	40	r	r	PROPN
bracis-28357	71	41	\in	\in	PROPN
bracis-28357	71	42	\mathcal	\mathcal	PROPN
bracis-28357	71	43	{	{	PUNCT
bracis-28357	71	44	r	r	NOUN
bracis-28357	71	45	}	}	PUNCT
bracis-28357	71	46	,	,	PUNCT
bracis-28357	71	47	t	t	PROPN
bracis-28357	71	48	\in	\in	PROPN
bracis-28357	71	49	\mathcal	\mathcal	PROPN
bracis-28357	71	50	{	{	PUNCT
bracis-28357	71	51	t	t	PROPN
bracis-28357	71	52	}	}	PUNCT
bracis-28357	71	53	\end{aligned}$$	\end{aligned}$$	X
bracis-28357	71	54	(	(	PUNCT
bracis-28357	71	55	2	2	NUM
bracis-28357	71	56	)	)	PUNCT
bracis-28357	71	57	$	$	SYM
bracis-28357	71	58	$	$	SYM
bracis-28357	71	59	\begin{aligned	\begin{aligne	VERB
bracis-28357	71	60	}	}	PUNCT
bracis-28357	71	61	&	&	CCONJ
bracis-28357	71	62	x_{r	x_{r	PROPN
bracis-28357	71	63	,	,	PUNCT
bracis-28357	71	64	t	t	PROPN
bracis-28357	71	65	}	}	PUNCT
bracis-28357	71	66	=	=	SYM
bracis-28357	71	67	s_{r	s_{r	PROPN
bracis-28357	71	68	,	,	PUNCT
bracis-28357	71	69	t	t	PROPN
bracis-28357	71	70	}	}	PUNCT
bracis-28357	71	71	p_{r	p_{r	PROPN
bracis-28357	71	72	,	,	PUNCT
bracis-28357	71	73	t	t	PROPN
bracis-28357	71	74	}	}	PUNCT
bracis-28357	71	75	&	&	CCONJ
bracis-28357	71	76	\forall	\forall	DET
bracis-28357	71	77	r	r	PROPN
bracis-28357	71	78	\in	\in	PROPN
bracis-28357	71	79	\mathcal	\mathcal	PROPN
bracis-28357	71	80	{	{	PUNCT
bracis-28357	71	81	\text	\text	NOUN
bracis-28357	71	82	{	{	PUNCT
bracis-28357	71	83	subject	subject	NOUN
bracis-28357	71	84	to	to	ADP
bracis-28357	71	85	}	}	PUNCT
bracis-28357	71	86	r	r	NOUN
bracis-28357	71	87	}	}	PUNCT
bracis-28357	71	88	,	,	PUNCT
bracis-28357	71	89	t	t	PROPN
bracis-28357	71	90	\in	\in	PROPN
bracis-28357	71	91	\mathcal	\mathcal	PROPN
bracis-28357	71	92	{	{	PUNCT
bracis-28357	71	93	t	t	PROPN
bracis-28357	71	94	}	}	PUNCT
bracis-28357	71	95	\end{aligned}$$	\end{aligned}$$	X
bracis-28357	71	96	(	(	PUNCT
bracis-28357	71	97	3	3	NUM
bracis-28357	71	98	)	)	PUNCT
bracis-28357	71	99	$	$	SYM
bracis-28357	71	100	$	$	SYM
bracis-28357	71	101	\begin{aligned	\begin{aligne	VERB
bracis-28357	71	102	}	}	PUNCT
bracis-28357	71	103	&	&	CCONJ
bracis-28357	71	104	\sum	\sum	NOUN
bracis-28357	71	105	_	_	PROPN
bracis-28357	71	106	{	{	PUNCT
bracis-28357	71	107	t	t	PROPN
bracis-28357	71	108	\in	\in	PROPN
bracis-28357	71	109	\mathcal	\mathcal	PROPN
bracis-28357	71	110	{	{	PUNCT
bracis-28357	71	111	t	t	NOUN
bracis-28357	71	112	}	}	PUNCT
bracis-28357	71	113	}	}	PUNCT
bracis-28357	71	114	s_{r	s_{r	PROPN
bracis-28357	71	115	,	,	PUNCT
bracis-28357	71	116	t	t	PROPN
bracis-28357	71	117	}	}	PUNCT
bracis-28357	71	118	\le	\le	PROPN
bracis-28357	71	119	m(r	m(r	PROPN
bracis-28357	71	120	)	)	PUNCT
bracis-28357	71	121	&	&	CCONJ
bracis-28357	71	122	\forall	\forall	DET
bracis-28357	71	123	r	r	PROPN
bracis-28357	71	124	\in	\in	PROPN
bracis-28357	71	125	\mathcal	\mathcal	PROPN
bracis-28357	71	126	{	{	PUNCT
bracis-28357	71	127	r	r	NOUN
bracis-28357	71	128	}	}	PUNCT
bracis-28357	71	129	\end{aligned}$$	\end{aligned}$$	X
bracis-28357	71	130	(	(	PUNCT
bracis-28357	71	131	4	4	NUM
bracis-28357	71	132	)	)	PUNCT
bracis-28357	71	133	$	$	SYM
bracis-28357	71	134	$	$	SYM
bracis-28357	71	135	\begin{aligned	\begin{aligne	VERB
bracis-28357	71	136	}	}	PUNCT
bracis-28357	71	137	&	&	CCONJ
bracis-28357	72	1	\sum	\sum	NOUN
bracis-28357	72	2	_	_	PUNCT
bracis-28357	72	3	{	{	PUNCT
bracis-28357	72	4	r	r	NOUN
bracis-28357	72	5	\in	\in	PROPN
bracis-28357	72	6	\mathcal	\mathcal	PROPN
bracis-28357	72	7	{	{	PUNCT
bracis-28357	72	8	r	r	NOUN
bracis-28357	72	9	}	}	PUNCT
bracis-28357	72	10	}	}	PUNCT
bracis-28357	72	11	x_{r	x_{r	PROPN
bracis-28357	72	12	,	,	PUNCT
bracis-28357	72	13	t	t	PROPN
bracis-28357	72	14	}	}	PUNCT
bracis-28357	72	15	\le	\le	PROPN
bracis-28357	72	16	n(t	n(t	PROPN
bracis-28357	72	17	)	)	PUNCT
bracis-28357	72	18	&	&	CCONJ
bracis-28357	72	19	\forall	\forall	DET
bracis-28357	72	20	t	t	PROPN
bracis-28357	72	21	\in	\in	PROPN
bracis-28357	73	1	\mathcal	\mathcal	PROPN
bracis-28357	73	2	{	{	PUNCT
bracis-28357	73	3	t	t	PROPN
bracis-28357	73	4	}	}	PUNCT
bracis-28357	73	5	\end{aligned}$$	\end{aligned}$$	X
bracis-28357	73	6	(	(	PUNCT
bracis-28357	73	7	5	5	NUM
bracis-28357	73	8	)	)	PUNCT
bracis-28357	73	9	3	3	NUM
bracis-28357	73	10	\(\mathbf	\(\mathbf	VERB
bracis-28357	73	11	{	{	PUNCT
bracis-28357	73	12	[	[	X
bracis-28357	73	13	sta]^2o}\	sta]^2o}\	X
bracis-28357	73	14	):	):	PUNCT
bracis-28357	73	15	a	a	DET
bracis-28357	73	16	shadow	shadow	NOUN
bracis-28357	73	17	test	test	NOUN
bracis-28357	73	18	approach	approach	NOUN
bracis-28357	73	19	to	to	ADP
bracis-28357	73	20	 	 	SPACE
bracis-28357	73	21	skill	skill	NOUN
bracis-28357	73	22	-	-	PUNCT
bracis-28357	73	23	based	base	VERB
bracis-28357	73	24	task	task	NOUN
bracis-28357	73	25	allocation	allocation	NOUN
bracis-28357	73	26	optimization	optimization	NOUN
bracis-28357	73	27	to	to	PART
bracis-28357	73	28	solve	solve	VERB
bracis-28357	73	29	the	the	DET
bracis-28357	73	30	dart	dart	PROPN
bracis-28357	73	31	-	-	PUNCT
bracis-28357	73	32	mt	mt	PROPN
bracis-28357	73	33	problem	problem	NOUN
bracis-28357	73	34	in	in	ADP
bracis-28357	73	35	each	each	PRON
bracis-28357	73	36	of	of	ADP
bracis-28357	73	37	the	the	DET
bracis-28357	73	38	three	three	NUM
bracis-28357	73	39	scenarios	scenario	NOUN
bracis-28357	73	40	(	(	PUNCT
bracis-28357	73	41	kk	kk	PROPN
bracis-28357	73	42	,	,	PUNCT
bracis-28357	73	43	ku	ku	PROPN
bracis-28357	73	44	,	,	PUNCT
bracis-28357	73	45	and	and	CCONJ
bracis-28357	73	46	uu	uu	VERB
bracis-28357	73	47	)	)	PUNCT
bracis-28357	73	48	,	,	PUNCT
bracis-28357	73	49	we	we	PRON
bracis-28357	73	50	consider	consider	VERB
bracis-28357	73	51	three	three	NUM
bracis-28357	73	52	levels	level	NOUN
bracis-28357	73	53	of	of	ADP
bracis-28357	73	54	time	time	NOUN
bracis-28357	73	55	abstractions	abstraction	NOUN
bracis-28357	73	56	:	:	PUNCT
bracis-28357	73	57	episodes	episode	NOUN
bracis-28357	73	58	,	,	PUNCT
bracis-28357	73	59	rounds	round	NOUN
bracis-28357	73	60	,	,	PUNCT
bracis-28357	73	61	and	and	CCONJ
bracis-28357	73	62	steps	step	NOUN
bracis-28357	73	63	.	.	PUNCT
bracis-28357	74	1	an	an	DET
bracis-28357	74	2	episode	episode	NOUN
bracis-28357	74	3	comprehends	comprehend	VERB
bracis-28357	74	4	the	the	DET
bracis-28357	74	5	whole	whole	ADJ
bracis-28357	74	6	process	process	NOUN
bracis-28357	74	7	of	of	ADP
bracis-28357	74	8	dart	dart	PROPN
bracis-28357	74	9	-	-	PUNCT
bracis-28357	74	10	mt	mt	PROPN
bracis-28357	74	11	problems	problem	NOUN
bracis-28357	74	12	when	when	SCONJ
bracis-28357	74	13	each	each	DET
bracis-28357	74	14	resource	resource	NOUN
bracis-28357	74	15	\(r\in	\(r\in	PUNCT
bracis-28357	74	16	\mathcal	\mathcal	PROPN
bracis-28357	74	17	{	{	PUNCT
bracis-28357	74	18	r}\	r}\	NUM
bracis-28357	74	19	)	)	PUNCT
bracis-28357	74	20	tries	try	VERB
bracis-28357	74	21	to	to	PART
bracis-28357	74	22	solve	solve	VERB
bracis-28357	74	23	m(r	m(r	PROPN
bracis-28357	74	24	)	)	PUNCT
bracis-28357	74	25	tasks	task	NOUN
bracis-28357	74	26	.	.	PUNCT
bracis-28357	75	1	a	a	DET
bracis-28357	75	2	round	round	NOUN
bracis-28357	75	3	comprehends	comprehend	VERB
bracis-28357	75	4	the	the	DET
bracis-28357	75	5	whole	whole	ADJ
bracis-28357	75	6	interaction	interaction	NOUN
bracis-28357	75	7	with	with	ADP
bracis-28357	75	8	a	a	DET
bracis-28357	75	9	resource	resource	NOUN
bracis-28357	75	10	r	r	NOUN
bracis-28357	75	11	when	when	SCONJ
bracis-28357	75	12	the	the	DET
bracis-28357	75	13	resource	resource	NOUN
bracis-28357	75	14	r	r	NOUN
bracis-28357	75	15	tries	try	VERB
bracis-28357	75	16	to	to	PART
bracis-28357	75	17	solve	solve	VERB
bracis-28357	75	18	m(r	m(r	PROPN
bracis-28357	75	19	)	)	PUNCT
bracis-28357	75	20	tasks	task	NOUN
bracis-28357	75	21	.	.	PUNCT
bracis-28357	76	1	a	a	DET
bracis-28357	76	2	step	step	NOUN
bracis-28357	76	3	comprehends	comprehend	VERB
bracis-28357	76	4	the	the	DET
bracis-28357	76	5	interaction	interaction	NOUN
bracis-28357	76	6	of	of	ADP
bracis-28357	76	7	a	a	DET
bracis-28357	76	8	resource	resource	NOUN
bracis-28357	76	9	r	r	NOUN
bracis-28357	76	10	and	and	CCONJ
bracis-28357	76	11	a	a	DET
bracis-28357	76	12	task	task	NOUN
bracis-28357	76	13	t.	t.	NOUN
bracis-28357	76	14	for	for	ADP
bracis-28357	76	15	each	each	PRON
bracis-28357	76	16	of	of	ADP
bracis-28357	76	17	the	the	DET
bracis-28357	76	18	three	three	NUM
bracis-28357	76	19	scenarios	scenario	NOUN
bracis-28357	76	20	,	,	PUNCT
bracis-28357	76	21	we	we	PRON
bracis-28357	76	22	define	define	VERB
bracis-28357	76	23	three	three	NUM
bracis-28357	76	24	different	different	ADJ
bracis-28357	76	25	algorithms	algorithm	NOUN
bracis-28357	76	26	;	;	PUNCT
bracis-28357	76	27	all	all	PRON
bracis-28357	76	28	of	of	ADP
bracis-28357	76	29	them	they	PRON
bracis-28357	76	30	are	be	AUX
bracis-28357	76	31	based	base	VERB
bracis-28357	76	32	on	on	ADP
bracis-28357	76	33	the	the	DET
bracis-28357	76	34	solution	solution	NOUN
bracis-28357	76	35	of	of	ADP
bracis-28357	76	36	an	an	DET
bracis-28357	76	37	lp	lp	NOUN
bracis-28357	76	38	similar	similar	ADJ
bracis-28357	76	39	to	to	ADP
bracis-28357	76	40	lp	lp	NOUN
bracis-28357	76	41	in	in	ADP
bracis-28357	76	42	eqs	eqs	PROPN
bracis-28357	76	43	.	.	PUNCT
bracis-28357	76	44	 	 	SPACE
bracis-28357	77	1	1–5	1–5	PROPN
bracis-28357	77	2	.	.	PUNCT
bracis-28357	78	1	then	then	ADV
bracis-28357	78	2	,	,	PUNCT
bracis-28357	78	3	at	at	ADP
bracis-28357	78	4	any	any	DET
bracis-28357	78	5	step	step	NOUN
bracis-28357	78	6	j	j	PROPN
bracis-28357	78	7	of	of	ADP
bracis-28357	78	8	a	a	DET
bracis-28357	78	9	round	round	NOUN
bracis-28357	78	10	i	i	PRON
bracis-28357	78	11	consider	consider	VERB
bracis-28357	78	12	:	:	PUNCT
bracis-28357	78	13	the	the	DET
bracis-28357	78	14	current	current	ADJ
bracis-28357	78	15	resource	resource	NOUN
bracis-28357	78	16	\(r_{i}\	\(r_{i}\	NOUN
bracis-28357	78	17	)	)	PUNCT
bracis-28357	78	18	and	and	CCONJ
bracis-28357	78	19	the	the	DET
bracis-28357	78	20	set	set	NOUN
bracis-28357	78	21	of	of	ADP
bracis-28357	78	22	tasks	task	NOUN
bracis-28357	78	23	\(t_{i	\(t_{i	NOUN
bracis-28357	78	24	,	,	PUNCT
bracis-28357	78	25	j}\	j}\	PROPN
bracis-28357	78	26	)	)	PUNCT
bracis-28357	78	27	that	that	PRON
bracis-28357	78	28	was	be	AUX
bracis-28357	78	29	presented	present	VERB
bracis-28357	78	30	to	to	ADP
bracis-28357	78	31	resource	resource	NOUN
bracis-28357	78	32	\(r_{i}\	\(r_{i}\	PROPN
bracis-28357	78	33	)	)	PUNCT
bracis-28357	78	34	before	before	ADP
bracis-28357	78	35	the	the	DET
bracis-28357	78	36	step	step	NOUN
bracis-28357	78	37	j	j	PROPN
bracis-28357	78	38	or	or	CCONJ
bracis-28357	78	39	has	have	AUX
bracis-28357	78	40	already	already	ADV
bracis-28357	78	41	been	be	AUX
bracis-28357	78	42	completely	completely	ADV
bracis-28357	78	43	solved	solve	VERB
bracis-28357	78	44	as	as	SCONJ
bracis-28357	78	45	demanded	demand	VERB
bracis-28357	78	46	by	by	ADP
bracis-28357	78	47	the	the	DET
bracis-28357	78	48	function	function	NOUN
bracis-28357	78	49	n(j	n(j	PROPN
bracis-28357	78	50	)	)	PUNCT
bracis-28357	78	51	;	;	PUNCT
bracis-28357	78	52	then	then	ADV
bracis-28357	78	53	,	,	PUNCT
bracis-28357	78	54	at	at	ADP
bracis-28357	78	55	step	step	NOUN
bracis-28357	78	56	j	j	PROPN
bracis-28357	78	57	a	a	DET
bracis-28357	78	58	task	task	NOUN
bracis-28357	78	59	t	t	PROPN
bracis-28357	78	60	is	be	AUX
bracis-28357	78	61	drawn	draw	VERB
bracis-28357	78	62	with	with	ADP
bracis-28357	78	63	probability	probability	NOUN
bracis-28357	78	64	:	:	PUNCT
bracis-28357	78	65	$	$	SYM
bracis-28357	78	66	$	$	SYM
bracis-28357	78	67	\begin{aligned	\begin{aligne	VERB
bracis-28357	78	68	}	}	PUNCT
bracis-28357	78	69	p_{t	p_{t	NOUN
bracis-28357	78	70	}	}	PUNCT
bracis-28357	78	71	=	=	PUNCT
bracis-28357	78	72	\frac{s_{r_{i},t}}{\sum	\frac{s_{r_{i},t}}{\sum	NOUN
bracis-28357	78	73	_	_	PUNCT
bracis-28357	78	74	{	{	PUNCT
bracis-28357	78	75	t'\in	t'\in	PROPN
bracis-28357	78	76	\mathcal	\mathcal	PROPN
bracis-28357	78	77	{	{	PUNCT
bracis-28357	78	78	t}\setminus	t}\setminus	PROPN
bracis-28357	78	79	t_{i	t_{i	PROPN
bracis-28357	78	80	,	,	PUNCT
bracis-28357	78	81	j}}s_{r_{i},t	j}}s_{r_{i},t	NOUN
bracis-28357	78	82	'	'	PUNCT
bracis-28357	78	83	}	}	PUNCT
bracis-28357	78	84	}	}	PUNCT
bracis-28357	78	85	,	,	PUNCT
bracis-28357	78	86	\end{aligned}$$	\end{aligned}$$	X
bracis-28357	78	87	(	(	PUNCT
bracis-28357	78	88	6	6	NUM
bracis-28357	78	89	)	)	PUNCT
bracis-28357	79	1	where	where	SCONJ
bracis-28357	79	2	\(s_{r	\(s_{r	NOUN
bracis-28357	79	3	,	,	PUNCT
bracis-28357	79	4	t}\	t}\	NUM
bracis-28357	79	5	)	)	PUNCT
bracis-28357	79	6	for	for	ADP
bracis-28357	79	7	any	any	PRON
bracis-28357	79	8	\(r\in	\(r\in	PUNCT
bracis-28357	79	9	\mathcal	\mathcal	PROPN
bracis-28357	79	10	{	{	PUNCT
bracis-28357	79	11	r},t\in	r},t\in	X
bracis-28357	79	12	\mathcal	\mathcal	PROPN
bracis-28357	79	13	{	{	PUNCT
bracis-28357	79	14	t}\	t}\	NUM
bracis-28357	79	15	)	)	PUNCT
bracis-28357	79	16	is	be	AUX
bracis-28357	79	17	the	the	DET
bracis-28357	79	18	solution	solution	NOUN
bracis-28357	79	19	of	of	ADP
bracis-28357	79	20	the	the	DET
bracis-28357	79	21	lp	lp	NOUN
bracis-28357	79	22	.	.	PUNCT
bracis-28357	80	1	to	to	PART
bracis-28357	80	2	solve	solve	VERB
bracis-28357	80	3	the	the	DET
bracis-28357	80	4	dart	dart	PROPN
bracis-28357	80	5	-	-	PUNCT
bracis-28357	80	6	mt	mt	PROPN
bracis-28357	80	7	problem	problem	NOUN
bracis-28357	80	8	in	in	ADP
bracis-28357	80	9	scenario	scenario	PROPN
bracis-28357	80	10	kk	kk	PROPN
bracis-28357	80	11	,	,	PUNCT
bracis-28357	80	12	an	an	DET
bracis-28357	80	13	lp	lp	NOUN
bracis-28357	80	14	is	be	AUX
bracis-28357	80	15	solved	solve	VERB
bracis-28357	80	16	for	for	ADP
bracis-28357	80	17	each	each	DET
bracis-28357	80	18	episode	episode	NOUN
bracis-28357	80	19	.	.	PUNCT
bracis-28357	81	1	to	to	PART
bracis-28357	81	2	solve	solve	VERB
bracis-28357	81	3	the	the	DET
bracis-28357	81	4	dart	dart	PROPN
bracis-28357	81	5	-	-	PUNCT
bracis-28357	81	6	mt	mt	PROPN
bracis-28357	81	7	problem	problem	NOUN
bracis-28357	81	8	in	in	ADP
bracis-28357	81	9	scenario	scenario	PROPN
bracis-28357	81	10	ku	ku	PROPN
bracis-28357	81	11	,	,	PUNCT
bracis-28357	81	12	an	an	DET
bracis-28357	81	13	lp	lp	NOUN
bracis-28357	81	14	is	be	AUX
bracis-28357	81	15	solved	solve	VERB
bracis-28357	81	16	for	for	ADP
bracis-28357	81	17	each	each	DET
bracis-28357	81	18	round	round	NOUN
bracis-28357	81	19	.	.	PUNCT
bracis-28357	82	1	to	to	PART
bracis-28357	82	2	solve	solve	VERB
bracis-28357	82	3	the	the	DET
bracis-28357	82	4	dart	dart	PROPN
bracis-28357	82	5	-	-	PUNCT
bracis-28357	82	6	mt	mt	PROPN
bracis-28357	82	7	problem	problem	NOUN
bracis-28357	82	8	in	in	ADP
bracis-28357	82	9	scenario	scenario	NOUN
bracis-28357	82	10	uu	uu	PROPN
bracis-28357	82	11	,	,	PUNCT
bracis-28357	82	12	an	an	DET
bracis-28357	82	13	lp	lp	NOUN
bracis-28357	82	14	is	be	AUX
bracis-28357	82	15	solved	solve	VERB
bracis-28357	82	16	for	for	ADP
bracis-28357	82	17	each	each	DET
bracis-28357	82	18	step	step	NOUN
bracis-28357	82	19	.	.	PUNCT
bracis-28357	83	1	in	in	ADP
bracis-28357	83	2	scenarios	scenario	NOUN
bracis-28357	83	3	ku	ku	PROPN
bracis-28357	83	4	and	and	CCONJ
bracis-28357	83	5	uu	uu	INTJ
bracis-28357	83	6	,	,	PUNCT
bracis-28357	83	7	where	where	SCONJ
bracis-28357	83	8	knowledge	knowledge	NOUN
bracis-28357	83	9	is	be	AUX
bracis-28357	83	10	not	not	PART
bracis-28357	83	11	full	full	ADV
bracis-28357	83	12	-	-	PUNCT
bracis-28357	83	13	revealed	reveal	VERB
bracis-28357	83	14	a	a	DET
bracis-28357	83	15	priori	priori	X
bracis-28357	83	16	,	,	PUNCT
bracis-28357	83	17	lps	lps	PROPN
bracis-28357	83	18	are	be	AUX
bracis-28357	83	19	defined	define	VERB
bracis-28357	83	20	based	base	VERB
bracis-28357	83	21	on	on	ADP
bracis-28357	83	22	population	population	NOUN
bracis-28357	83	23	information	information	NOUN
bracis-28357	83	24	,	,	PUNCT
bracis-28357	83	25	and	and	CCONJ
bracis-28357	83	26	when	when	SCONJ
bracis-28357	83	27	new	new	ADJ
bracis-28357	83	28	information	information	NOUN
bracis-28357	83	29	is	be	AUX
bracis-28357	83	30	revealed	reveal	VERB
bracis-28357	83	31	,	,	PUNCT
bracis-28357	83	32	per	per	ADP
bracis-28357	83	33	round	round	NOUN
bracis-28357	83	34	or	or	CCONJ
bracis-28357	83	35	per	per	ADP
bracis-28357	83	36	step	step	NOUN
bracis-28357	83	37	,	,	PUNCT
bracis-28357	83	38	a	a	DET
bracis-28357	83	39	new	new	ADJ
bracis-28357	83	40	lp	lp	NOUN
bracis-28357	83	41	is	be	AUX
bracis-28357	83	42	solved	solve	VERB
bracis-28357	83	43	.	.	PUNCT
bracis-28357	84	1	this	this	DET
bracis-28357	84	2	strategy	strategy	NOUN
bracis-28357	84	3	of	of	ADP
bracis-28357	84	4	fully	fully	ADV
bracis-28357	84	5	planning	planning	NOUN
bracis-28357	84	6	based	base	VERB
bracis-28357	84	7	on	on	ADP
bracis-28357	84	8	population	population	NOUN
bracis-28357	84	9	information	information	NOUN
bracis-28357	84	10	and	and	CCONJ
bracis-28357	84	11	replanning	replanne	VERB
bracis-28357	84	12	when	when	SCONJ
bracis-28357	84	13	information	information	NOUN
bracis-28357	84	14	is	be	AUX
bracis-28357	84	15	renewed	renew	VERB
bracis-28357	84	16	is	be	AUX
bracis-28357	84	17	used	use	VERB
bracis-28357	84	18	in	in	ADP
bracis-28357	84	19	the	the	DET
bracis-28357	84	20	shadow	shadow	NOUN
bracis-28357	84	21	test	test	NOUN
bracis-28357	84	22	approach	approach	NOUN
bracis-28357	84	23	(	(	PUNCT
bracis-28357	84	24	sta	sta	NOUN
bracis-28357	84	25	)	)	PUNCT
bracis-28357	85	1	[	[	X
bracis-28357	85	2	18	18	NUM
bracis-28357	85	3	,	,	PUNCT
bracis-28357	85	4	19	19	NUM
bracis-28357	85	5	,	,	PUNCT
bracis-28357	85	6	30	30	NUM
bracis-28357	85	7	]	]	PUNCT
bracis-28357	85	8	.	.	PUNCT
bracis-28357	86	1	the	the	DET
bracis-28357	86	2	algorithm	algorithm	NOUN
bracis-28357	86	3	 	 	SPACE
bracis-28357	86	4	1	1	NUM
bracis-28357	86	5	shows	show	VERB
bracis-28357	86	6	a	a	DET
bracis-28357	86	7	general	general	ADJ
bracis-28357	86	8	solution	solution	NOUN
bracis-28357	86	9	to	to	ADP
bracis-28357	86	10	dart	dart	PROPN
bracis-28357	86	11	-	-	PUNCT
bracis-28357	86	12	mt	mt	PROPN
bracis-28357	86	13	problems	problem	NOUN
bracis-28357	86	14	conditioned	condition	VERB
bracis-28357	86	15	in	in	ADP
bracis-28357	86	16	one	one	NUM
bracis-28357	86	17	of	of	ADP
bracis-28357	86	18	the	the	DET
bracis-28357	86	19	three	three	NUM
bracis-28357	86	20	scenarios	scenario	NOUN
bracis-28357	86	21	.	.	PUNCT
bracis-28357	87	1	algorithm	algorithm	NOUN
bracis-28357	87	2	1	1	NUM
bracis-28357	87	3	the	the	DET
bracis-28357	87	4	general	general	ADJ
bracis-28357	87	5	solution	solution	NOUN
bracis-28357	87	6	to	to	ADP
bracis-28357	87	7	dart	dart	PROPN
bracis-28357	87	8	-	-	PUNCT
bracis-28357	87	9	mt	mt	PROPN
bracis-28357	87	10	conditioned	condition	VERB
bracis-28357	87	11	for	for	ADP
bracis-28357	87	12	any	any	DET
bracis-28357	87	13	scenario	scenario	NOUN
bracis-28357	87	14	full	full	ADJ
bracis-28357	87	15	size	size	NOUN
bracis-28357	87	16	image	image	NOUN
bracis-28357	87	17	kk	kk	PROPN
bracis-28357	87	18	scenario	scenario	NOUN
bracis-28357	87	19	and	and	CCONJ
bracis-28357	87	20	per	per	ADP
bracis-28357	87	21	episode	episode	NOUN
bracis-28357	87	22	algorithm	algorithm	PROPN
bracis-28357	87	23	lppe	lppe	PROPN
bracis-28357	87	24	.	.	PUNCT
bracis-28357	88	1	because	because	SCONJ
bracis-28357	88	2	the	the	DET
bracis-28357	88	3	scenario	scenario	NOUN
bracis-28357	88	4	kk	kk	PROPN
bracis-28357	88	5	knowledge	knowledge	NOUN
bracis-28357	88	6	is	be	AUX
bracis-28357	88	7	fully	fully	ADV
bracis-28357	88	8	revealed	reveal	VERB
bracis-28357	88	9	a	a	DET
bracis-28357	88	10	priori	priori	ADV
bracis-28357	88	11	,	,	PUNCT
bracis-28357	88	12	the	the	DET
bracis-28357	88	13	lp	lp	NOUN
bracis-28357	88	14	to	to	PART
bracis-28357	88	15	be	be	AUX
bracis-28357	88	16	solved	solve	VERB
bracis-28357	88	17	is	be	AUX
bracis-28357	88	18	the	the	DET
bracis-28357	88	19	one	one	NOUN
bracis-28357	88	20	described	describe	VERB
bracis-28357	88	21	in	in	ADP
bracis-28357	88	22	eqs	eqs	PROPN
bracis-28357	88	23	.	.	PUNCT
bracis-28357	88	24	 	 	SPACE
bracis-28357	88	25	1–5	1–5	PROPN
bracis-28357	88	26	.	.	PUNCT
bracis-28357	89	1	the	the	DET
bracis-28357	89	2	solution	solution	NOUN
bracis-28357	89	3	to	to	ADP
bracis-28357	89	4	the	the	DET
bracis-28357	89	5	lp	lp	PROPN
bracis-28357	89	6	problem	problem	NOUN
bracis-28357	89	7	provides	provide	VERB
bracis-28357	89	8	us	we	PRON
bracis-28357	89	9	with	with	ADP
bracis-28357	89	10	a	a	DET
bracis-28357	89	11	set	set	NOUN
bracis-28357	89	12	of	of	ADP
bracis-28357	89	13	(	(	PUNCT
bracis-28357	89	14	partial	partial	ADJ
bracis-28357	89	15	)	)	PUNCT
bracis-28357	89	16	tasks	task	NOUN
bracis-28357	89	17	to	to	PART
bracis-28357	89	18	be	be	AUX
bracis-28357	89	19	presented	present	VERB
bracis-28357	89	20	for	for	ADP
bracis-28357	89	21	each	each	DET
bracis-28357	89	22	resource	resource	NOUN
bracis-28357	89	23	.	.	PUNCT
bracis-28357	90	1	note	note	VERB
bracis-28357	90	2	that	that	SCONJ
bracis-28357	90	3	tasks	task	NOUN
bracis-28357	90	4	are	be	AUX
bracis-28357	90	5	selected	select	VERB
bracis-28357	90	6	stochastically	stochastically	ADV
bracis-28357	90	7	,	,	PUNCT
bracis-28357	90	8	but	but	CCONJ
bracis-28357	90	9	guarantee	guarantee	VERB
bracis-28357	90	10	that	that	SCONJ
bracis-28357	90	11	a	a	DET
bracis-28357	90	12	task	task	NOUN
bracis-28357	90	13	t	t	NOUN
bracis-28357	90	14	can	can	AUX
bracis-28357	90	15	not	not	PART
bracis-28357	90	16	be	be	AUX
bracis-28357	90	17	submitted	submit	VERB
bracis-28357	90	18	repeatedly	repeatedly	ADV
bracis-28357	90	19	to	to	ADP
bracis-28357	90	20	the	the	DET
bracis-28357	90	21	same	same	ADJ
bracis-28357	90	22	resource	resource	NOUN
bracis-28357	90	23	and	and	CCONJ
bracis-28357	90	24	can	can	AUX
bracis-28357	90	25	not	not	PART
bracis-28357	90	26	be	be	AUX
bracis-28357	90	27	submitted	submit	VERB
bracis-28357	90	28	beyond	beyond	ADP
bracis-28357	90	29	its	its	PRON
bracis-28357	90	30	demand	demand	NOUN
bracis-28357	90	31	n(t	n(t	NOUN
bracis-28357	90	32	)	)	PUNCT
bracis-28357	90	33	.	.	PUNCT
bracis-28357	91	1	since	since	SCONJ
bracis-28357	91	2	planning	planning	NOUN
bracis-28357	91	3	occurs	occur	VERB
bracis-28357	91	4	only	only	ADV
bracis-28357	91	5	once	once	ADV
bracis-28357	91	6	,	,	PUNCT
bracis-28357	91	7	the	the	DET
bracis-28357	91	8	only	only	ADJ
bracis-28357	91	9	adaptation	adaptation	NOUN
bracis-28357	91	10	occurs	occur	VERB
bracis-28357	91	11	through	through	ADP
bracis-28357	91	12	set	set	PROPN
bracis-28357	91	13	\(t_{i	\(t_{i	PROPN
bracis-28357	91	14	,	,	PUNCT
bracis-28357	91	15	j}\	j}\	PROPN
bracis-28357	91	16	)	)	PUNCT
bracis-28357	91	17	to	to	PART
bracis-28357	91	18	avoid	avoid	VERB
bracis-28357	91	19	violating	violate	VERB
bracis-28357	91	20	the	the	DET
bracis-28357	91	21	constraints	constraint	NOUN
bracis-28357	91	22	of	of	ADP
bracis-28357	91	23	the	the	DET
bracis-28357	91	24	dart	dart	PROPN
bracis-28357	91	25	-	-	PUNCT
bracis-28357	91	26	mt	mt	PROPN
bracis-28357	91	27	problem	problem	NOUN
bracis-28357	91	28	.	.	PUNCT
bracis-28357	92	1	ku	ku	PROPN
bracis-28357	92	2	scenario	scenario	PROPN
bracis-28357	92	3	and	and	CCONJ
bracis-28357	92	4	the	the	DET
bracis-28357	92	5	per	per	ADP
bracis-28357	92	6	round	round	ADJ
bracis-28357	92	7	algorithm	algorithm	NOUN
bracis-28357	92	8	lppr	lppr	NOUN
bracis-28357	92	9	.	.	PUNCT
bracis-28357	93	1	let	let	VERB
bracis-28357	93	2	\(\hat{\mathcal	\(\hat{\mathcal	ADJ
bracis-28357	93	3	{	{	PUNCT
bracis-28357	93	4	r}}\	r}}\	NOUN
bracis-28357	93	5	)	)	PUNCT
bracis-28357	93	6	be	be	VERB
bracis-28357	93	7	the	the	DET
bracis-28357	93	8	set	set	NOUN
bracis-28357	93	9	of	of	ADP
bracis-28357	93	10	resources	resource	NOUN
bracis-28357	93	11	that	that	PRON
bracis-28357	93	12	have	have	AUX
bracis-28357	93	13	already	already	ADV
bracis-28357	93	14	been	be	AUX
bracis-28357	93	15	selected	select	VERB
bracis-28357	93	16	from	from	ADP
bracis-28357	93	17	\(\mathcal	\(\mathcal	ADJ
bracis-28357	93	18	{	{	PUNCT
bracis-28357	93	19	r}\	r}\	NUM
bracis-28357	93	20	)	)	PUNCT
bracis-28357	93	21	,	,	PUNCT
bracis-28357	93	22	\(\tilde{\mathcal	\(\tilde{\mathcal	ADJ
bracis-28357	93	23	{	{	PUNCT
bracis-28357	93	24	r}}\	r}}\	NOUN
bracis-28357	93	25	)	)	PUNCT
bracis-28357	93	26	be	be	VERB
bracis-28357	93	27	the	the	DET
bracis-28357	93	28	set	set	NOUN
bracis-28357	93	29	of	of	ADP
bracis-28357	93	30	\(|\mathcal	\(|\mathcal	X
bracis-28357	93	31	{	{	PUNCT
bracis-28357	93	32	r}|	r}|	X
bracis-28357	93	33	|\hat{\mathcal	|\hat{\mathcal	ADJ
bracis-28357	93	34	{	{	PUNCT
bracis-28357	93	35	r}}|	r}}|	NOUN
bracis-28357	93	36	1\	1\	NUM
bracis-28357	93	37	)	)	PUNCT
bracis-28357	93	38	resources	resource	NOUN
bracis-28357	93	39	drawn	draw	VERB
bracis-28357	93	40	from	from	ADP
bracis-28357	93	41	distributions	distribution	NOUN
bracis-28357	93	42	\(\vartheta	\(\vartheta	ADJ
bracis-28357	93	43	\	\	NOUN
bracis-28357	93	44	)	)	PUNCT
bracis-28357	93	45	and	and	CCONJ
bracis-28357	93	46	m	m	PROPN
bracis-28357	93	47	,	,	PUNCT
bracis-28357	93	48	and	and	CCONJ
bracis-28357	93	49	\(r_{i}\	\(r_{i}\	PROPN
bracis-28357	93	50	)	)	PUNCT
bracis-28357	93	51	be	be	VERB
bracis-28357	93	52	the	the	DET
bracis-28357	93	53	current	current	ADJ
bracis-28357	93	54	resource	resource	NOUN
bracis-28357	93	55	.	.	PUNCT
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bracis-28357	94	2	adaptation	adaptation	NOUN
bracis-28357	94	3	of	of	ADP
bracis-28357	94	4	the	the	DET
bracis-28357	94	5	previous	previous	ADJ
bracis-28357	94	6	lp	lp	NOUN
bracis-28357	94	7	problem	problem	NOUN
bracis-28357	94	8	is	be	AUX
bracis-28357	94	9	modeled	model	VERB
bracis-28357	94	10	as	as	SCONJ
bracis-28357	94	11	follows	follow	VERB
bracis-28357	94	12	:	:	PUNCT
bracis-28357	94	13	$	$	SYM
bracis-28357	94	14	$	$	SYM
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bracis-28357	94	16	}	}	PUNCT
bracis-28357	94	17	\max	\max	PROPN
bracis-28357	94	18	\quad	\quad	PROPN
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bracis-28357	94	21	_	_	PUNCT
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bracis-28357	95	1	_	_	PUNCT
bracis-28357	95	2	{	{	PUNCT
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bracis-28357	95	5	\tilde{\mathcal	\tilde{\mathcal	ADJ
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bracis-28357	95	9	}	}	PUNCT
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bracis-28357	95	13	}	}	PUNCT
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bracis-28357	95	18	&	&	CCONJ
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bracis-28357	95	21	7	7	NUM
bracis-28357	95	22	)	)	PUNCT
bracis-28357	95	23	$	$	SYM
bracis-28357	95	24	$	$	SYM
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bracis-28357	95	26	}	}	PUNCT
bracis-28357	95	27	\text	\text	ADP
bracis-28357	95	28	{	{	PUNCT
bracis-28357	95	29	subject	subject	PROPN
bracis-28357	95	30	to}\quad	to}\quad	PROPN
bracis-28357	95	31	&	&	CCONJ
bracis-28357	95	32	s_{r	s_{r	PROPN
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bracis-28357	95	36	\in	\in	PROPN
bracis-28357	95	37	[	[	X
bracis-28357	95	38	0,1	0,1	NUM
bracis-28357	95	39	]	]	PUNCT
bracis-28357	95	40	&	&	CCONJ
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bracis-28357	95	42	r	r	PROPN
bracis-28357	95	43	\in	\in	PROPN
bracis-28357	95	44	\tilde{\mathcal	\tilde{\mathcal	ADJ
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bracis-28357	95	47	}	}	PUNCT
bracis-28357	95	48	}	}	PUNCT
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bracis-28357	95	52	,	,	PUNCT
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bracis-28357	95	58	}	}	PUNCT
bracis-28357	95	59	\end{aligned}$$	\end{aligned}$$	PROPN
bracis-28357	95	60	(	(	PUNCT
bracis-28357	95	61	8)	8)	NUM
bracis-28357	95	62	$	$	SYM
bracis-28357	95	63	$	$	SYM
bracis-28357	95	64	\begin{aligned	\begin{aligne	VERB
bracis-28357	95	65	}	}	PUNCT
bracis-28357	95	66	&	&	CCONJ
bracis-28357	95	67	x_{r	x_{r	PROPN
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bracis-28357	95	76	p_{r	p_{r	PROPN
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bracis-28357	95	80	&	&	CCONJ
bracis-28357	95	81	\forall	\forall	DET
bracis-28357	95	82	r	r	PROPN
bracis-28357	95	83	\in	\in	PROPN
bracis-28357	95	84	\tilde{\mathcal	\tilde{\mathcal	ADJ
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bracis-28357	95	88	}	}	PUNCT
bracis-28357	95	89	\cup	\cup	VERB
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bracis-28357	95	92	,	,	PUNCT
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bracis-28357	95	94	\in	\in	PROPN
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bracis-28357	95	98	}	}	PUNCT
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bracis-28357	95	100	(	(	PUNCT
bracis-28357	95	101	9	9	NUM
bracis-28357	95	102	)	)	PUNCT
bracis-28357	95	103	$	$	SYM
bracis-28357	95	104	$	$	SYM
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bracis-28357	95	107	&	&	CCONJ
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bracis-28357	95	109	_	_	PROPN
bracis-28357	95	110	{	{	PUNCT
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bracis-28357	95	113	\mathcal	\mathcal	PROPN
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bracis-28357	95	115	t	t	NOUN
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bracis-28357	95	117	}	}	PUNCT
bracis-28357	95	118	s_{r	s_{r	PROPN
bracis-28357	95	119	,	,	PUNCT
bracis-28357	95	120	t	t	PROPN
bracis-28357	95	121	}	}	PUNCT
bracis-28357	95	122	\le	\le	PROPN
bracis-28357	95	123	m(r	m(r	PROPN
bracis-28357	95	124	)	)	PUNCT
bracis-28357	95	125	&	&	CCONJ
bracis-28357	95	126	\forall	\forall	DET
bracis-28357	95	127	r	r	PROPN
bracis-28357	95	128	\in	\in	PROPN
bracis-28357	95	129	\tilde{\mathcal	\tilde{\mathcal	ADJ
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bracis-28357	95	131	r	r	NOUN
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bracis-28357	95	133	}	}	PUNCT
bracis-28357	95	134	\cup	\cup	VERB
bracis-28357	95	135	\{r_{i}\	\{r_{i}\	X
bracis-28357	95	136	}	}	PUNCT
bracis-28357	95	137	\end{aligned}$$	\end{aligned}$$	X
bracis-28357	95	138	(	(	PUNCT
bracis-28357	95	139	10	10	NUM
bracis-28357	95	140	)	)	PUNCT
bracis-28357	95	141	$	$	SYM
bracis-28357	95	142	$	$	SYM
bracis-28357	95	143	\begin{aligned	\begin{aligne	VERB
bracis-28357	95	144	}	}	PUNCT
bracis-28357	95	145	&	&	CCONJ
bracis-28357	95	146	\sum	\sum	NOUN
bracis-28357	95	147	_	_	PUNCT
bracis-28357	95	148	{	{	PUNCT
bracis-28357	95	149	r	r	NOUN
bracis-28357	95	150	\in	\in	PROPN
bracis-28357	95	151	\tilde{\mathcal	\tilde{\mathcal	ADJ
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bracis-28357	95	155	}	}	PUNCT
bracis-28357	95	156	\cup	\cup	VERB
bracis-28357	95	157	\{r_{i}\	\{r_{i}\	NOUN
bracis-28357	95	158	}	}	PUNCT
bracis-28357	95	159	}	}	PUNCT
bracis-28357	95	160	x_{r	x_{r	PROPN
bracis-28357	95	161	,	,	PUNCT
bracis-28357	95	162	t	t	PROPN
bracis-28357	95	163	}	}	PUNCT
bracis-28357	95	164	+	+	CCONJ
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bracis-28357	95	166	_	_	PUNCT
bracis-28357	95	167	{	{	PUNCT
bracis-28357	95	168	r	r	NOUN
bracis-28357	95	169	\in	\in	PROPN
bracis-28357	95	170	\hat{\mathcal	\hat{\mathcal	ADJ
bracis-28357	95	171	{	{	PUNCT
bracis-28357	95	172	r	r	NOUN
bracis-28357	95	173	}	}	PUNCT
bracis-28357	95	174	}	}	PUNCT
bracis-28357	95	175	}	}	PUNCT
bracis-28357	95	176	\hat	\hat	PROPN
bracis-28357	95	177	{	{	PUNCT
bracis-28357	95	178	x}_{r	x}_{r	PROPN
bracis-28357	95	179	,	,	PUNCT
bracis-28357	95	180	t	t	PROPN
bracis-28357	95	181	}	}	PUNCT
bracis-28357	95	182	\le	\le	PROPN
bracis-28357	95	183	n(t	n(t	PROPN
bracis-28357	95	184	)	)	PUNCT
bracis-28357	95	185	&	&	CCONJ
bracis-28357	95	186	\forall	\forall	DET
bracis-28357	95	187	t	t	PROPN
bracis-28357	95	188	\in	\in	PROPN
bracis-28357	95	189	\mathcal	\mathcal	PROPN
bracis-28357	95	190	{	{	PUNCT
bracis-28357	95	191	t	t	PROPN
bracis-28357	95	192	}	}	PUNCT
bracis-28357	95	193	\end{aligned}$$	\end{aligned}$$	X
bracis-28357	95	194	(	(	PUNCT
bracis-28357	95	195	11	11	NUM
bracis-28357	95	196	)	)	PUNCT
bracis-28357	95	197	with	with	ADP
bracis-28357	95	198	\(\hat{x}_{r	\(\hat{x}_{r	PROPN
bracis-28357	95	199	,	,	PUNCT
bracis-28357	95	200	t	t	PROPN
bracis-28357	95	201	}	}	PUNCT
bracis-28357	95	202	=	=	SYM
bracis-28357	95	203	1\	1\	NUM
bracis-28357	95	204	)	)	PUNCT
bracis-28357	95	205	if	if	SCONJ
bracis-28357	95	206	the	the	DET
bracis-28357	95	207	resource	resource	NOUN
bracis-28357	95	208	r	r	NOUN
bracis-28357	95	209	succeeded	succeed	VERB
bracis-28357	95	210	on	on	ADP
bracis-28357	95	211	the	the	DET
bracis-28357	95	212	already	already	ADV
bracis-28357	95	213	presented	present	VERB
bracis-28357	95	214	task	task	PROPN
bracis-28357	95	215	t	t	PROPN
bracis-28357	95	216	and	and	CCONJ
bracis-28357	95	217	0	0	NUM
bracis-28357	95	218	otherwise	otherwise	ADV
bracis-28357	95	219	.	.	PUNCT
bracis-28357	96	1	instead	instead	ADV
bracis-28357	96	2	of	of	ADP
bracis-28357	96	3	just	just	ADV
bracis-28357	96	4	solving	solve	VERB
bracis-28357	96	5	an	an	DET
bracis-28357	96	6	lp	lp	ADJ
bracis-28357	96	7	problem	problem	NOUN
bracis-28357	96	8	once	once	ADV
bracis-28357	96	9	for	for	ADP
bracis-28357	96	10	the	the	DET
bracis-28357	96	11	episode	episode	NOUN
bracis-28357	96	12	,	,	PUNCT
bracis-28357	96	13	the	the	DET
bracis-28357	96	14	lppr	lppr	NOUN
bracis-28357	96	15	algorithm	algorithm	NOUN
bracis-28357	96	16	solves	solve	VERB
bracis-28357	96	17	an	an	DET
bracis-28357	96	18	lp	lp	ADJ
bracis-28357	96	19	problem	problem	NOUN
bracis-28357	96	20	after	after	ADP
bracis-28357	96	21	arriving	arrive	VERB
bracis-28357	96	22	and	and	CCONJ
bracis-28357	96	23	being	be	AUX
bracis-28357	96	24	revealed	reveal	VERB
bracis-28357	96	25	the	the	DET
bracis-28357	96	26	next	next	ADJ
bracis-28357	96	27	resource	resource	NOUN
bracis-28357	96	28	.	.	PUNCT
bracis-28357	97	1	replanning	replanning	NOUN
bracis-28357	97	2	is	be	AUX
bracis-28357	97	3	done	do	VERB
bracis-28357	97	4	considering	consider	VERB
bracis-28357	97	5	previous	previous	ADJ
bracis-28357	97	6	results	result	NOUN
bracis-28357	97	7	on	on	ADP
bracis-28357	97	8	tasks	task	NOUN
bracis-28357	97	9	submitted	submit	VERB
bracis-28357	97	10	to	to	ADP
bracis-28357	97	11	previous	previous	ADJ
bracis-28357	97	12	resources	resource	NOUN
bracis-28357	97	13	and	and	CCONJ
bracis-28357	97	14	the	the	DET
bracis-28357	97	15	knowledge	knowledge	NOUN
bracis-28357	97	16	regarding	regard	VERB
bracis-28357	97	17	the	the	DET
bracis-28357	97	18	current	current	ADJ
bracis-28357	97	19	resource	resource	NOUN
bracis-28357	97	20	,	,	PUNCT
bracis-28357	97	21	whereas	whereas	SCONJ
bracis-28357	97	22	future	future	ADJ
bracis-28357	97	23	resources	resource	NOUN
bracis-28357	97	24	are	be	AUX
bracis-28357	97	25	drawn	draw	VERB
bracis-28357	97	26	from	from	ADP
bracis-28357	97	27	a	a	DET
bracis-28357	97	28	priori	priori	ADJ
bracis-28357	97	29	distributions	distribution	NOUN
bracis-28357	97	30	.	.	PUNCT
bracis-28357	98	1	uu	uu	PROPN
bracis-28357	98	2	scenario	scenario	NOUN
bracis-28357	98	3	and	and	CCONJ
bracis-28357	98	4	the	the	DET
bracis-28357	98	5	per	per	ADP
bracis-28357	98	6	step	step	NOUN
bracis-28357	98	7	algorithm	algorithm	NOUN
bracis-28357	98	8	lpps	lpp	NOUN
bracis-28357	98	9	.	.	PUNCT
bracis-28357	99	1	let	let	VERB
bracis-28357	99	2	\(\hat{\mathcal	\(\hat{\mathcal	ADJ
bracis-28357	99	3	{	{	PUNCT
bracis-28357	99	4	r}}\	r}}\	NOUN
bracis-28357	99	5	)	)	PUNCT
bracis-28357	99	6	be	be	VERB
bracis-28357	99	7	the	the	DET
bracis-28357	99	8	set	set	NOUN
bracis-28357	99	9	of	of	ADP
bracis-28357	99	10	resources	resource	NOUN
bracis-28357	99	11	that	that	PRON
bracis-28357	99	12	have	have	AUX
bracis-28357	99	13	already	already	ADV
bracis-28357	99	14	been	be	AUX
bracis-28357	99	15	selected	select	VERB
bracis-28357	99	16	from	from	ADP
bracis-28357	99	17	\(\mathcal	\(\mathcal	ADJ
bracis-28357	99	18	{	{	PUNCT
bracis-28357	99	19	r}\	r}\	NUM
bracis-28357	99	20	)	)	PUNCT
bracis-28357	99	21	,	,	PUNCT
bracis-28357	99	22	\(\tilde{\mathcal	\(\tilde{\mathcal	ADJ
bracis-28357	99	23	{	{	PUNCT
bracis-28357	99	24	r}}\	r}}\	NOUN
bracis-28357	99	25	)	)	PUNCT
bracis-28357	99	26	be	be	VERB
bracis-28357	99	27	the	the	DET
bracis-28357	99	28	set	set	NOUN
bracis-28357	99	29	of	of	ADP
bracis-28357	99	30	\(|\mathcal	\(|\mathcal	X
bracis-28357	99	31	{	{	PUNCT
bracis-28357	99	32	r}|	r}|	X
bracis-28357	99	33	|\hat{\mathcal	|\hat{\mathcal	ADJ
bracis-28357	99	34	{	{	PUNCT
bracis-28357	99	35	r}}|	r}}|	NOUN
bracis-28357	99	36	1\	1\	NUM
bracis-28357	99	37	)	)	PUNCT
bracis-28357	99	38	resources	resource	NOUN
bracis-28357	99	39	drawn	draw	VERB
bracis-28357	99	40	from	from	ADP
bracis-28357	99	41	distributions	distribution	NOUN
bracis-28357	99	42	\(\vartheta	\(\vartheta	ADJ
bracis-28357	99	43	\	\	NOUN
bracis-28357	99	44	)	)	PUNCT
bracis-28357	99	45	and	and	CCONJ
bracis-28357	99	46	m	m	PROPN
bracis-28357	99	47	,	,	PUNCT
bracis-28357	99	48	\(r_{i}\	\(r_{i}\	PROPN
bracis-28357	99	49	)	)	PUNCT
bracis-28357	99	50	be	be	VERB
bracis-28357	99	51	the	the	DET
bracis-28357	99	52	current	current	ADJ
bracis-28357	99	53	resource	resource	NOUN
bracis-28357	99	54	,	,	PUNCT
bracis-28357	99	55	\(t_{i}\	\(t_{i}\	PROPN
bracis-28357	99	56	)	)	PUNCT
bracis-28357	99	57	the	the	DET
bracis-28357	99	58	set	set	NOUN
bracis-28357	99	59	of	of	ADP
bracis-28357	99	60	tasks	task	NOUN
bracis-28357	99	61	already	already	ADV
bracis-28357	99	62	submitted	submit	VERB
bracis-28357	99	63	to	to	ADP
bracis-28357	99	64	resource	resource	NOUN
bracis-28357	99	65	\(r_{i}\	\(r_{i}\	PROPN
bracis-28357	99	66	)	)	PUNCT
bracis-28357	99	67	,	,	PUNCT
bracis-28357	99	68	and	and	CCONJ
bracis-28357	99	69	\(\hat{p}_{r_{i},t}\	\(\hat{p}_{r_{i},t}\	NUM
bracis-28357	99	70	)	)	PUNCT
bracis-28357	99	71	be	be	VERB
bracis-28357	99	72	the	the	DET
bracis-28357	99	73	estimation	estimation	NOUN
bracis-28357	99	74	probability	probability	NOUN
bracis-28357	99	75	of	of	ADP
bracis-28357	99	76	success	success	NOUN
bracis-28357	99	77	given	give	VERB
bracis-28357	99	78	current	current	ADJ
bracis-28357	99	79	resource	resource	NOUN
bracis-28357	99	80	\(r_{i}\	\(r_{i}\	NOUN
bracis-28357	99	81	)	)	PUNCT
bracis-28357	99	82	and	and	CCONJ
bracis-28357	99	83	task	task	NOUN
bracis-28357	99	84	t.	t.	PROPN
bracis-28357	99	85	an	an	DET
bracis-28357	99	86	adaptation	adaptation	NOUN
bracis-28357	99	87	of	of	ADP
bracis-28357	99	88	the	the	DET
bracis-28357	99	89	previous	previous	ADJ
bracis-28357	99	90	lp	lp	NOUN
bracis-28357	99	91	problem	problem	NOUN
bracis-28357	99	92	is	be	AUX
bracis-28357	99	93	modeled	model	VERB
bracis-28357	99	94	as	as	SCONJ
bracis-28357	99	95	follows	follow	VERB
bracis-28357	99	96	:	:	PUNCT
bracis-28357	99	97	$	$	SYM
bracis-28357	99	98	$	$	SYM
bracis-28357	99	99	\begin{aligned	\begin{aligne	VERB
bracis-28357	99	100	}	}	PUNCT
bracis-28357	99	101	\max	\max	PROPN
bracis-28357	99	102	\quad	\quad	PROPN
bracis-28357	99	103	&	&	CCONJ
bracis-28357	99	104	\sum	\sum	PROPN
bracis-28357	99	105	_	_	PUNCT
bracis-28357	99	106	{	{	PUNCT
bracis-28357	99	107	t\in	t\in	PROPN
bracis-28357	99	108	\mathcal	\mathcal	PROPN
bracis-28357	99	109	{	{	PUNCT
bracis-28357	99	110	t	t	NOUN
bracis-28357	99	111	}	}	PUNCT
bracis-28357	99	112	}	}	PUNCT
bracis-28357	100	1	\sum	\sum	NOUN
bracis-28357	101	1	_	_	PUNCT
bracis-28357	101	2	{	{	PUNCT
bracis-28357	101	3	r	r	NOUN
bracis-28357	101	4	\in	\in	PROPN
bracis-28357	101	5	\tilde{\mathcal	\tilde{\mathcal	ADJ
bracis-28357	101	6	{	{	PUNCT
bracis-28357	101	7	r	r	NOUN
bracis-28357	101	8	}	}	PUNCT
bracis-28357	101	9	}	}	PUNCT
bracis-28357	101	10	}	}	PUNCT
bracis-28357	101	11	x_{r	x_{r	PROPN
bracis-28357	101	12	,	,	PUNCT
bracis-28357	101	13	t	t	PROPN
bracis-28357	101	14	}	}	PUNCT
bracis-28357	101	15	+	+	CCONJ
bracis-28357	101	16	\sum	\sum	NOUN
bracis-28357	101	17	_	_	PUNCT
bracis-28357	101	18	{	{	PUNCT
bracis-28357	101	19	t\in	t\in	PROPN
bracis-28357	101	20	\mathcal	\mathcal	PROPN
bracis-28357	101	21	{	{	PUNCT
bracis-28357	101	22	t}\setminus	t}\setminus	PROPN
bracis-28357	101	23	t_{i	t_{i	NOUN
bracis-28357	101	24	}	}	PUNCT
bracis-28357	101	25	}	}	PUNCT
bracis-28357	101	26	x_{r_{i	x_{r_{i	NOUN
bracis-28357	101	27	}	}	PUNCT
bracis-28357	101	28	,	,	PUNCT
bracis-28357	101	29	t	t	PROPN
bracis-28357	101	30	}	}	PUNCT
bracis-28357	101	31	&	&	CCONJ
bracis-28357	101	32	\end{aligned}$$	\end{aligned}$$	PROPN
bracis-28357	101	33	(	(	PUNCT
bracis-28357	101	34	12	12	NUM
bracis-28357	101	35	)	)	PUNCT
bracis-28357	101	36	$	$	SYM
bracis-28357	101	37	$	$	SYM
bracis-28357	101	38	\begin{aligned	\begin{aligne	VERB
bracis-28357	101	39	}	}	PUNCT
bracis-28357	101	40	\text	\text	ADP
bracis-28357	101	41	{	{	PUNCT
bracis-28357	101	42	subject	subject	PROPN
bracis-28357	101	43	to}\quad	to}\quad	PROPN
bracis-28357	101	44	&	&	CCONJ
bracis-28357	101	45	s_{r	s_{r	PROPN
bracis-28357	101	46	,	,	PUNCT
bracis-28357	101	47	t	t	PROPN
bracis-28357	101	48	}	}	PUNCT
bracis-28357	101	49	\in	\in	PROPN
bracis-28357	101	50	[	[	X
bracis-28357	101	51	0,1	0,1	NUM
bracis-28357	101	52	]	]	PUNCT
bracis-28357	101	53	&	&	CCONJ
bracis-28357	101	54	\forall	\forall	DET
bracis-28357	101	55	r	r	PROPN
bracis-28357	101	56	\in	\in	PROPN
bracis-28357	101	57	\tilde{\mathcal	\tilde{\mathcal	ADJ
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bracis-28357	101	61	}	}	PUNCT
bracis-28357	101	62	,	,	PUNCT
bracis-28357	101	63	t	t	PROPN
bracis-28357	101	64	\in	\in	PROPN
bracis-28357	101	65	\mathcal	\mathcal	PROPN
bracis-28357	101	66	{	{	PUNCT
bracis-28357	101	67	t	t	PROPN
bracis-28357	101	68	}	}	PUNCT
bracis-28357	101	69	\end{aligned}$$	\end{aligned}$$	PROPN
bracis-28357	101	70	(	(	PUNCT
bracis-28357	101	71	13	13	NUM
bracis-28357	101	72	)	)	PUNCT
bracis-28357	101	73	$	$	SYM
bracis-28357	101	74	$	$	SYM
bracis-28357	101	75	\begin{aligned	\begin{aligne	VERB
bracis-28357	101	76	}	}	PUNCT
bracis-28357	101	77	&	&	CCONJ
bracis-28357	101	78	s_{r_{i	s_{r_{i	PROPN
bracis-28357	101	79	}	}	PUNCT
bracis-28357	101	80	,	,	PUNCT
bracis-28357	101	81	t	t	PROPN
bracis-28357	101	82	}	}	PUNCT
bracis-28357	101	83	\in	\in	PROPN
bracis-28357	101	84	[	[	X
bracis-28357	101	85	0,1	0,1	NUM
bracis-28357	101	86	]	]	PUNCT
bracis-28357	101	87	&	&	CCONJ
bracis-28357	101	88	\forall	\forall	DET
bracis-28357	101	89	t	t	PROPN
bracis-28357	101	90	\in	\in	PROPN
bracis-28357	101	91	\mathcal	\mathcal	PROPN
bracis-28357	101	92	{	{	PUNCT
bracis-28357	101	93	t}\setminus	t}\setminus	PROPN
bracis-28357	101	94	t_{i	t_{i	NOUN
bracis-28357	101	95	}	}	PUNCT
bracis-28357	101	96	\end{aligned}$$	\end{aligned}$$	X
bracis-28357	101	97	(	(	PUNCT
bracis-28357	101	98	14	14	NUM
bracis-28357	101	99	)	)	PUNCT
bracis-28357	101	100	$	$	SYM
bracis-28357	101	101	$	$	SYM
bracis-28357	101	102	\begin{aligned	\begin{aligne	VERB
bracis-28357	101	103	}	}	PUNCT
bracis-28357	101	104	&	&	CCONJ
bracis-28357	101	105	x_{r	x_{r	PROPN
bracis-28357	101	106	,	,	PUNCT
bracis-28357	101	107	t	t	PROPN
bracis-28357	101	108	}	}	PUNCT
bracis-28357	101	109	=	=	SYM
bracis-28357	101	110	s_{r	s_{r	PROPN
bracis-28357	101	111	,	,	PUNCT
bracis-28357	101	112	t	t	PROPN
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bracis-28357	101	114	p_{r	p_{r	PROPN
bracis-28357	101	115	,	,	PUNCT
bracis-28357	101	116	t	t	PROPN
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bracis-28357	101	118	&	&	CCONJ
bracis-28357	101	119	\forall	\forall	DET
bracis-28357	101	120	r	r	PROPN
bracis-28357	101	121	\in	\in	PROPN
bracis-28357	101	122	\tilde{\mathcal	\tilde{\mathcal	ADJ
bracis-28357	101	123	{	{	PUNCT
bracis-28357	101	124	r	r	NOUN
bracis-28357	101	125	}	}	PUNCT
bracis-28357	101	126	}	}	PUNCT
bracis-28357	101	127	,	,	PUNCT
bracis-28357	101	128	t	t	PROPN
bracis-28357	101	129	\in	\in	PROPN
bracis-28357	101	130	\mathcal	\mathcal	PROPN
bracis-28357	101	131	{	{	PUNCT
bracis-28357	101	132	t	t	PROPN
bracis-28357	101	133	}	}	PUNCT
bracis-28357	101	134	\end{aligned}$$	\end{aligned}$$	PROPN
bracis-28357	101	135	(	(	PUNCT
bracis-28357	101	136	15	15	NUM
bracis-28357	101	137	)	)	PUNCT
bracis-28357	101	138	$	$	SYM
bracis-28357	101	139	$	$	SYM
bracis-28357	101	140	\begin{aligned	\begin{aligne	VERB
bracis-28357	101	141	}	}	PUNCT
bracis-28357	101	142	&	&	CCONJ
bracis-28357	101	143	x_{r_{i	x_{r_{i	PROPN
bracis-28357	101	144	}	}	PUNCT
bracis-28357	101	145	,	,	PUNCT
bracis-28357	101	146	t	t	PROPN
bracis-28357	101	147	}	}	PUNCT
bracis-28357	101	148	=	=	PUNCT
bracis-28357	101	149	s_{r_{i	s_{r_{i	PROPN
bracis-28357	101	150	}	}	PUNCT
bracis-28357	101	151	,	,	PUNCT
bracis-28357	101	152	t	t	PROPN
bracis-28357	101	153	}	}	PUNCT
bracis-28357	101	154	\hat{p}_{r_{i},t	\hat{p}_{r_{i},t	PROPN
bracis-28357	101	155	}	}	PUNCT
bracis-28357	101	156	&	&	CCONJ
bracis-28357	101	157	\forall	\forall	DET
bracis-28357	101	158	t	t	PROPN
bracis-28357	101	159	\in	\in	PROPN
bracis-28357	102	1	\mathcal	\mathcal	PROPN
bracis-28357	102	2	{	{	PUNCT
bracis-28357	102	3	t}\setminus	t}\setminus	PROPN
bracis-28357	102	4	t_{i	t_{i	NOUN
bracis-28357	102	5	}	}	PUNCT
bracis-28357	102	6	\end{aligned}$$	\end{aligned}$$	X
bracis-28357	102	7	(	(	PUNCT
bracis-28357	102	8	16	16	NUM
bracis-28357	102	9	)	)	PUNCT
bracis-28357	102	10	$	$	SYM
bracis-28357	102	11	$	$	SYM
bracis-28357	102	12	\begin{aligned	\begin{aligne	VERB
bracis-28357	102	13	}	}	PUNCT
bracis-28357	102	14	&	&	CCONJ
bracis-28357	102	15	\sum	\sum	NOUN
bracis-28357	102	16	_	_	PROPN
bracis-28357	102	17	{	{	PUNCT
bracis-28357	102	18	t	t	PROPN
bracis-28357	102	19	\in	\in	PROPN
bracis-28357	102	20	\mathcal	\mathcal	PROPN
bracis-28357	102	21	{	{	PUNCT
bracis-28357	102	22	t	t	NOUN
bracis-28357	102	23	}	}	PUNCT
bracis-28357	102	24	}	}	PUNCT
bracis-28357	102	25	s_{r	s_{r	PROPN
bracis-28357	102	26	,	,	PUNCT
bracis-28357	102	27	t	t	PROPN
bracis-28357	102	28	}	}	PUNCT
bracis-28357	102	29	\le	\le	PROPN
bracis-28357	102	30	m(r	m(r	PROPN
bracis-28357	102	31	)	)	PUNCT
bracis-28357	102	32	&	&	CCONJ
bracis-28357	102	33	\forall	\forall	DET
bracis-28357	102	34	r	r	PROPN
bracis-28357	102	35	\in	\in	PROPN
bracis-28357	102	36	\tilde{\mathcal	\tilde{\mathcal	ADJ
bracis-28357	102	37	{	{	PUNCT
bracis-28357	102	38	r	r	NOUN
bracis-28357	102	39	}	}	PUNCT
bracis-28357	102	40	}	}	PUNCT
bracis-28357	102	41	\end{aligned}$$	\end{aligned}$$	X
bracis-28357	102	42	(	(	PUNCT
bracis-28357	102	43	17	17	NUM
bracis-28357	102	44	)	)	PUNCT
bracis-28357	102	45	$	$	SYM
bracis-28357	102	46	$	$	SYM
bracis-28357	102	47	\begin{aligned	\begin{aligne	VERB
bracis-28357	102	48	}	}	PUNCT
bracis-28357	102	49	&	&	CCONJ
bracis-28357	102	50	|t_{i}|	|t_{i}|	PUNCT
bracis-28357	103	1	+	+	CCONJ
bracis-28357	103	2	\sum	\sum	NOUN
bracis-28357	103	3	_	_	PUNCT
bracis-28357	103	4	{	{	PUNCT
bracis-28357	103	5	t	t	PROPN
bracis-28357	103	6	\in	\in	PROPN
bracis-28357	103	7	\mathcal	\mathcal	PROPN
bracis-28357	103	8	{	{	PUNCT
bracis-28357	103	9	t	t	PROPN
bracis-28357	103	10	}	}	PUNCT
bracis-28357	103	11	\setminus	\setminus	PROPN
bracis-28357	103	12	t_{i	t_{i	NOUN
bracis-28357	103	13	}	}	PUNCT
bracis-28357	103	14	}	}	PUNCT
bracis-28357	103	15	s_{r_{i	s_{r_{i	NOUN
bracis-28357	103	16	}	}	PUNCT
bracis-28357	103	17	,	,	PUNCT
bracis-28357	103	18	t}\le	t}\le	NUM
bracis-28357	103	19	m(r_{i	m(r_{i	PROPN
bracis-28357	103	20	}	}	PUNCT
bracis-28357	103	21	)	)	PUNCT
bracis-28357	103	22	&	&	CCONJ
bracis-28357	103	23	\end{aligned}$$	\end{aligned}$$	PROPN
bracis-28357	103	24	(	(	PUNCT
bracis-28357	103	25	18	18	NUM
bracis-28357	103	26	)	)	PUNCT
bracis-28357	103	27	$	$	SYM
bracis-28357	103	28	$	$	SYM
bracis-28357	103	29	\begin{aligned	\begin{aligne	VERB
bracis-28357	103	30	}	}	PUNCT
bracis-28357	103	31	&	&	CCONJ
bracis-28357	103	32	x_{r_{i},t	x_{r_{i},t	PROPN
bracis-28357	103	33	}	}	PUNCT
bracis-28357	104	1	+	+	CCONJ
bracis-28357	104	2	\sum	\sum	NOUN
bracis-28357	104	3	_	_	PUNCT
bracis-28357	104	4	{	{	PUNCT
bracis-28357	104	5	r	r	NOUN
bracis-28357	104	6	\in	\in	PROPN
bracis-28357	104	7	\tilde{\mathcal	\tilde{\mathcal	ADJ
bracis-28357	104	8	{	{	PUNCT
bracis-28357	104	9	r	r	NOUN
bracis-28357	104	10	}	}	PUNCT
bracis-28357	104	11	}	}	PUNCT
bracis-28357	104	12	}	}	PUNCT
bracis-28357	104	13	x_{r	x_{r	PROPN
bracis-28357	104	14	,	,	PUNCT
bracis-28357	104	15	t	t	PROPN
bracis-28357	104	16	}	}	PUNCT
bracis-28357	104	17	+	+	CCONJ
bracis-28357	104	18	\sum	\sum	NOUN
bracis-28357	104	19	_	_	PUNCT
bracis-28357	104	20	{	{	PUNCT
bracis-28357	104	21	r	r	NOUN
bracis-28357	104	22	\in	\in	PROPN
bracis-28357	104	23	\hat{\mathcal	\hat{\mathcal	ADJ
bracis-28357	104	24	{	{	PUNCT
bracis-28357	104	25	r	r	NOUN
bracis-28357	104	26	}	}	PUNCT
bracis-28357	104	27	}	}	PUNCT
bracis-28357	104	28	}	}	PUNCT
bracis-28357	104	29	\hat	\hat	PROPN
bracis-28357	104	30	{	{	PUNCT
bracis-28357	104	31	x}_{r	x}_{r	PROPN
bracis-28357	104	32	,	,	PUNCT
bracis-28357	104	33	t	t	PROPN
bracis-28357	104	34	}	}	PUNCT
bracis-28357	104	35	\le	\le	PROPN
bracis-28357	104	36	n(t	n(t	PROPN
bracis-28357	104	37	)	)	PUNCT
bracis-28357	104	38	&	&	CCONJ
bracis-28357	104	39	\forall	\forall	DET
bracis-28357	104	40	t	t	PROPN
bracis-28357	104	41	\in	\in	PROPN
bracis-28357	104	42	\mathcal	\mathcal	PROPN
bracis-28357	104	43	{	{	PUNCT
bracis-28357	104	44	t}\setminus	t}\setminus	PROPN
bracis-28357	104	45	t_{i	t_{i	NOUN
bracis-28357	104	46	}	}	PUNCT
bracis-28357	104	47	\end{aligned}$$	\end{aligned}$$	X
bracis-28357	104	48	(	(	PUNCT
bracis-28357	104	49	19	19	NUM
bracis-28357	104	50	)	)	PUNCT
bracis-28357	104	51	$	$	SYM
bracis-28357	104	52	$	$	SYM
bracis-28357	104	53	\begin{aligned	\begin{aligne	VERB
bracis-28357	104	54	}	}	PUNCT
bracis-28357	104	55	&	&	CCONJ
bracis-28357	104	56	\hat{x}_{r_{i},t	\hat{x}_{r_{i},t	NOUN
bracis-28357	104	57	}	}	PUNCT
bracis-28357	105	1	+	+	CCONJ
bracis-28357	105	2	\sum	\sum	NOUN
bracis-28357	105	3	_	_	PUNCT
bracis-28357	105	4	{	{	PUNCT
bracis-28357	105	5	r	r	NOUN
bracis-28357	105	6	\in	\in	PROPN
bracis-28357	105	7	\tilde{\mathcal	\tilde{\mathcal	ADJ
bracis-28357	105	8	{	{	PUNCT
bracis-28357	105	9	r	r	NOUN
bracis-28357	105	10	}	}	PUNCT
bracis-28357	105	11	}	}	PUNCT
bracis-28357	105	12	}	}	PUNCT
bracis-28357	105	13	x_{r	x_{r	PROPN
bracis-28357	105	14	,	,	PUNCT
bracis-28357	105	15	t	t	PROPN
bracis-28357	105	16	}	}	PUNCT
bracis-28357	105	17	+	+	CCONJ
bracis-28357	105	18	\sum	\sum	NOUN
bracis-28357	105	19	_	_	PUNCT
bracis-28357	105	20	{	{	PUNCT
bracis-28357	105	21	r	r	NOUN
bracis-28357	105	22	\in	\in	PROPN
bracis-28357	105	23	\hat{\mathcal	\hat{\mathcal	ADJ
bracis-28357	105	24	{	{	PUNCT
bracis-28357	105	25	r	r	NOUN
bracis-28357	105	26	}	}	PUNCT
bracis-28357	105	27	}	}	PUNCT
bracis-28357	105	28	}	}	PUNCT
bracis-28357	105	29	\hat	\hat	PROPN
bracis-28357	105	30	{	{	PUNCT
bracis-28357	105	31	x}_{r	x}_{r	PROPN
bracis-28357	105	32	,	,	PUNCT
bracis-28357	105	33	t	t	PROPN
bracis-28357	105	34	}	}	PUNCT
bracis-28357	105	35	\le	\le	PROPN
bracis-28357	105	36	n(t	n(t	PROPN
bracis-28357	105	37	)	)	PUNCT
bracis-28357	105	38	&	&	CCONJ
bracis-28357	105	39	\forall	\forall	DET
bracis-28357	105	40	t	t	PROPN
bracis-28357	105	41	\in	\in	PROPN
bracis-28357	105	42	t_{i	t_{i	PROPN
bracis-28357	105	43	}	}	PUNCT
bracis-28357	105	44	\end{aligned}$$	\end{aligned}$$	X
bracis-28357	105	45	(	(	PUNCT
bracis-28357	105	46	20	20	NUM
bracis-28357	105	47	)	)	PUNCT
bracis-28357	105	48	with	with	ADP
bracis-28357	105	49	\(\hat{x}_{r	\(\hat{x}_{r	PROPN
bracis-28357	105	50	,	,	PUNCT
bracis-28357	105	51	t	t	PROPN
bracis-28357	105	52	}	}	PUNCT
bracis-28357	105	53	=	=	SYM
bracis-28357	105	54	1\	1\	NUM
bracis-28357	105	55	)	)	PUNCT
bracis-28357	105	56	if	if	SCONJ
bracis-28357	105	57	the	the	DET
bracis-28357	105	58	resource	resource	NOUN
bracis-28357	105	59	r	r	NOUN
bracis-28357	105	60	succeeded	succeed	VERB
bracis-28357	105	61	on	on	ADP
bracis-28357	105	62	the	the	DET
bracis-28357	105	63	already	already	ADV
bracis-28357	105	64	presented	present	VERB
bracis-28357	105	65	task	task	PROPN
bracis-28357	105	66	t	t	PROPN
bracis-28357	105	67	and	and	CCONJ
bracis-28357	105	68	0	0	NUM
bracis-28357	105	69	otherwise	otherwise	ADV
bracis-28357	105	70	.	.	PUNCT
bracis-28357	106	1	here	here	ADV
bracis-28357	106	2	,	,	PUNCT
bracis-28357	106	3	the	the	DET
bracis-28357	106	4	lpps	lpps	NOUN
bracis-28357	106	5	algorithm	algorithm	NOUN
bracis-28357	106	6	solves	solve	VERB
bracis-28357	106	7	an	an	DET
bracis-28357	106	8	lp	lp	ADJ
bracis-28357	106	9	problem	problem	NOUN
bracis-28357	106	10	on	on	ADP
bracis-28357	106	11	every	every	DET
bracis-28357	106	12	step	step	NOUN
bracis-28357	106	13	(	(	PUNCT
bracis-28357	106	14	after	after	ADP
bracis-28357	106	15	each	each	DET
bracis-28357	106	16	task	task	NOUN
bracis-28357	106	17	submission	submission	NOUN
bracis-28357	106	18	)	)	PUNCT
bracis-28357	106	19	.	.	PUNCT
bracis-28357	107	1	again	again	ADV
bracis-28357	107	2	,	,	PUNCT
bracis-28357	107	3	replanning	replanne	VERB
bracis-28357	107	4	is	be	AUX
bracis-28357	107	5	done	do	VERB
bracis-28357	107	6	considering	consider	VERB
bracis-28357	107	7	previous	previous	ADJ
bracis-28357	107	8	results	result	NOUN
bracis-28357	107	9	on	on	ADP
bracis-28357	107	10	tasks	task	NOUN
bracis-28357	107	11	submitted	submit	VERB
bracis-28357	107	12	to	to	ADP
bracis-28357	107	13	previous	previous	ADJ
bracis-28357	107	14	resources	resource	NOUN
bracis-28357	107	15	and	and	CCONJ
bracis-28357	107	16	the	the	DET
bracis-28357	107	17	knowledge	knowledge	NOUN
bracis-28357	107	18	regarding	regard	VERB
bracis-28357	107	19	the	the	DET
bracis-28357	107	20	current	current	ADJ
bracis-28357	107	21	resource	resource	NOUN
bracis-28357	107	22	,	,	PUNCT
bracis-28357	107	23	whereas	whereas	SCONJ
bracis-28357	107	24	future	future	ADJ
bracis-28357	107	25	resources	resource	NOUN
bracis-28357	107	26	are	be	AUX
bracis-28357	107	27	drawn	draw	VERB
bracis-28357	107	28	from	from	ADP
bracis-28357	107	29	a	a	DET
bracis-28357	107	30	priori	priori	ADJ
bracis-28357	107	31	distributions	distribution	NOUN
bracis-28357	107	32	.	.	PUNCT
bracis-28357	108	1	however	however	ADV
bracis-28357	108	2	,	,	PUNCT
bracis-28357	108	3	knowledge	knowledge	NOUN
bracis-28357	108	4	regarding	regard	VERB
bracis-28357	108	5	the	the	DET
bracis-28357	108	6	current	current	ADJ
bracis-28357	108	7	resource	resource	NOUN
bracis-28357	108	8	is	be	AUX
bracis-28357	108	9	updated	update	VERB
bracis-28357	108	10	after	after	ADP
bracis-28357	108	11	every	every	DET
bracis-28357	108	12	trial	trial	NOUN
bracis-28357	108	13	of	of	ADP
bracis-28357	108	14	solving	solve	VERB
bracis-28357	108	15	a	a	DET
bracis-28357	108	16	task	task	NOUN
bracis-28357	108	17	,	,	PUNCT
bracis-28357	108	18	depending	depend	VERB
bracis-28357	108	19	on	on	ADP
bracis-28357	108	20	the	the	DET
bracis-28357	108	21	parameters	parameter	NOUN
bracis-28357	108	22	of	of	ADP
bracis-28357	108	23	the	the	DET
bracis-28357	108	24	task	task	NOUN
bracis-28357	108	25	already	already	ADV
bracis-28357	108	26	submitted	submit	VERB
bracis-28357	108	27	and	and	CCONJ
bracis-28357	108	28	the	the	DET
bracis-28357	108	29	given	give	VERB
bracis-28357	108	30	results	result	NOUN
bracis-28357	108	31	,	,	PUNCT
bracis-28357	108	32	success	success	NOUN
bracis-28357	108	33	or	or	CCONJ
bracis-28357	108	34	failure	failure	NOUN
bracis-28357	108	35	.	.	PUNCT
bracis-28357	109	1	we	we	PRON
bracis-28357	109	2	postpone	postpone	VERB
bracis-28357	109	3	the	the	DET
bracis-28357	109	4	discussion	discussion	NOUN
bracis-28357	109	5	of	of	ADP
bracis-28357	109	6	estimating	estimate	VERB
bracis-28357	109	7	parameters	parameter	NOUN
bracis-28357	109	8	of	of	ADP
bracis-28357	109	9	the	the	DET
bracis-28357	109	10	current	current	ADJ
bracis-28357	109	11	resource	resource	NOUN
bracis-28357	109	12	to	to	PART
bracis-28357	109	13	sect	sect	VERB
bracis-28357	109	14	.	.	PUNCT
bracis-28357	109	15	 	 	SPACE
bracis-28357	110	1	5	5	NUM
bracis-28357	110	2	.	.	SYM
bracis-28357	110	3	4	4	NUM
bracis-28357	110	4	related	relate	VERB
bracis-28357	110	5	work	work	NOUN
bracis-28357	110	6	in	in	ADP
bracis-28357	110	7	this	this	DET
bracis-28357	110	8	work	work	NOUN
bracis-28357	110	9	,	,	PUNCT
bracis-28357	110	10	a	a	DET
bracis-28357	110	11	new	new	ADJ
bracis-28357	110	12	problem	problem	NOUN
bracis-28357	110	13	(	(	PUNCT
bracis-28357	110	14	dart	dart	PROPN
bracis-28357	110	15	-	-	PUNCT
bracis-28357	110	16	mt	mt	PROPN
bracis-28357	110	17	)	)	PUNCT
bracis-28357	110	18	is	be	AUX
bracis-28357	110	19	defined	define	VERB
bracis-28357	110	20	with	with	ADP
bracis-28357	110	21	specific	specific	ADJ
bracis-28357	110	22	settings	setting	NOUN
bracis-28357	110	23	.	.	PUNCT
bracis-28357	111	1	therefore	therefore	ADV
bracis-28357	111	2	,	,	PUNCT
bracis-28357	111	3	there	there	PRON
bracis-28357	111	4	is	be	VERB
bracis-28357	111	5	not	not	PART
bracis-28357	111	6	an	an	DET
bracis-28357	111	7	obvious	obvious	ADJ
bracis-28357	111	8	state	state	NOUN
bracis-28357	111	9	-	-	PUNCT
bracis-28357	111	10	of	of	ADP
bracis-28357	111	11	-	-	PUNCT
bracis-28357	111	12	the	the	DET
bracis-28357	111	13	art	art	NOUN
bracis-28357	111	14	method	method	NOUN
bracis-28357	111	15	to	to	PART
bracis-28357	111	16	be	be	AUX
bracis-28357	111	17	compared	compare	VERB
bracis-28357	111	18	to	to	ADP
bracis-28357	111	19	ours	ours	PRON
bracis-28357	111	20	.	.	PUNCT
bracis-28357	112	1	we	we	PRON
bracis-28357	112	2	used	use	VERB
bracis-28357	112	3	as	as	ADP
bracis-28357	112	4	baselines	baseline	NOUN
bracis-28357	112	5	a	a	DET
bracis-28357	112	6	random	random	ADJ
bracis-28357	112	7	selection	selection	NOUN
bracis-28357	112	8	and	and	CCONJ
bracis-28357	112	9	the	the	DET
bracis-28357	112	10	heuristic	heuristic	NOUN
bracis-28357	112	11	easier	easy	ADJ
bracis-28357	112	12	first	first	ADV
bracis-28357	112	13	,	,	PUNCT
bracis-28357	112	14	even	even	ADV
bracis-28357	112	15	though	though	SCONJ
bracis-28357	112	16	methods	method	NOUN
bracis-28357	112	17	applicable	applicable	ADJ
bracis-28357	112	18	to	to	ADP
bracis-28357	112	19	similar	similar	ADJ
bracis-28357	112	20	problems	problem	NOUN
bracis-28357	112	21	are	be	AUX
bracis-28357	112	22	briefly	briefly	ADV
bracis-28357	112	23	compared	compare	VERB
bracis-28357	112	24	to	to	ADP
bracis-28357	112	25	our	our	PRON
bracis-28357	112	26	approach	approach	NOUN
bracis-28357	112	27	in	in	ADP
bracis-28357	112	28	the	the	DET
bracis-28357	112	29	following	follow	VERB
bracis-28357	112	30	paragraphs	paragraph	NOUN
bracis-28357	112	31	.	.	PUNCT
bracis-28357	113	1	many	many	ADJ
bracis-28357	113	2	works	work	NOUN
bracis-28357	113	3	make	make	VERB
bracis-28357	113	4	use	use	NOUN
bracis-28357	113	5	of	of	ADP
bracis-28357	113	6	resource	resource	NOUN
bracis-28357	113	7	skills	skill	NOUN
bracis-28357	113	8	to	to	PART
bracis-28357	113	9	improve	improve	VERB
bracis-28357	113	10	the	the	DET
bracis-28357	113	11	task	task	NOUN
bracis-28357	113	12	allocation	allocation	NOUN
bracis-28357	113	13	problem	problem	NOUN
bracis-28357	113	14	[	[	X
bracis-28357	113	15	4	4	NUM
bracis-28357	113	16	,	,	PUNCT
bracis-28357	113	17	10	10	NUM
bracis-28357	113	18	,	,	PUNCT
bracis-28357	113	19	14	14	NUM
bracis-28357	113	20	,	,	PUNCT
bracis-28357	113	21	20	20	NUM
bracis-28357	113	22	,	,	PUNCT
bracis-28357	113	23	27	27	NUM
bracis-28357	113	24	,	,	PUNCT
bracis-28357	113	25	29	29	NUM
bracis-28357	113	26	]	]	PUNCT
bracis-28357	113	27	.	.	PUNCT
bracis-28357	114	1	some	some	PRON
bracis-28357	114	2	of	of	ADP
bracis-28357	114	3	them	they	PRON
bracis-28357	114	4	use	use	VERB
bracis-28357	114	5	this	this	DET
bracis-28357	114	6	approach	approach	NOUN
bracis-28357	114	7	to	to	PART
bracis-28357	114	8	improve	improve	VERB
bracis-28357	114	9	allocation	allocation	NOUN
bracis-28357	114	10	in	in	ADP
bracis-28357	114	11	project	project	NOUN
bracis-28357	114	12	management	management	NOUN
bracis-28357	114	13	or	or	CCONJ
bracis-28357	114	14	in	in	ADP
bracis-28357	114	15	crowdsourcing	crowdsource	VERB
bracis-28357	114	16	context	context	NOUN
bracis-28357	114	17	,	,	PUNCT
bracis-28357	114	18	where	where	SCONJ
bracis-28357	114	19	the	the	DET
bracis-28357	114	20	tasks	task	NOUN
bracis-28357	114	21	are	be	AUX
bracis-28357	114	22	allocated	allocate	VERB
bracis-28357	114	23	to	to	ADP
bracis-28357	114	24	more	more	ADJ
bracis-28357	114	25	than	than	ADP
bracis-28357	114	26	one	one	NUM
bracis-28357	114	27	resource	resource	NOUN
bracis-28357	114	28	to	to	PART
bracis-28357	114	29	receive	receive	VERB
bracis-28357	114	30	a	a	DET
bracis-28357	114	31	number	number	NOUN
bracis-28357	114	32	of	of	ADP
bracis-28357	114	33	solutions	solution	NOUN
bracis-28357	114	34	.	.	PUNCT
bracis-28357	115	1	however	however	ADV
bracis-28357	115	2	,	,	PUNCT
bracis-28357	115	3	these	these	DET
bracis-28357	115	4	works	work	NOUN
bracis-28357	115	5	assume	assume	VERB
bracis-28357	115	6	the	the	DET
bracis-28357	115	7	ability	ability	NOUN
bracis-28357	115	8	of	of	ADP
bracis-28357	115	9	the	the	DET
bracis-28357	115	10	resources	resource	NOUN
bracis-28357	115	11	are	be	AUX
bracis-28357	115	12	given	give	VERB
bracis-28357	115	13	or	or	CCONJ
bracis-28357	115	14	can	can	AUX
bracis-28357	115	15	be	be	AUX
bracis-28357	115	16	estimated	estimate	VERB
bracis-28357	115	17	from	from	ADP
bracis-28357	115	18	a	a	DET
bracis-28357	115	19	content	content	NOUN
bracis-28357	115	20	-	-	PUNCT
bracis-28357	115	21	based	base	VERB
bracis-28357	115	22	approach	approach	NOUN
bracis-28357	115	23	,	,	PUNCT
bracis-28357	115	24	which	which	PRON
bracis-28357	115	25	is	be	AUX
bracis-28357	115	26	not	not	PART
bracis-28357	115	27	always	always	ADV
bracis-28357	115	28	the	the	DET
bracis-28357	115	29	case	case	NOUN
bracis-28357	115	30	.	.	PUNCT
bracis-28357	116	1	our	our	PRON
bracis-28357	116	2	work	work	NOUN
bracis-28357	116	3	stands	stand	VERB
bracis-28357	116	4	on	on	ADP
bracis-28357	116	5	a	a	DET
bracis-28357	116	6	cold	cold	ADJ
bracis-28357	116	7	start	start	NOUN
bracis-28357	116	8	,	,	PUNCT
bracis-28357	116	9	i.e.	i.e.	X
bracis-28357	116	10	,	,	PUNCT
bracis-28357	116	11	we	we	PRON
bracis-28357	116	12	do	do	AUX
bracis-28357	116	13	not	not	PART
bracis-28357	116	14	have	have	VERB
bracis-28357	116	15	any	any	DET
bracis-28357	116	16	previous	previous	ADJ
bracis-28357	116	17	information	information	NOUN
bracis-28357	116	18	about	about	ADP
bracis-28357	116	19	the	the	DET
bracis-28357	116	20	resources	resource	NOUN
bracis-28357	116	21	.	.	PUNCT
bracis-28357	117	1	in	in	ADP
bracis-28357	117	2	recent	recent	ADJ
bracis-28357	117	3	works	work	NOUN
bracis-28357	117	4	,	,	PUNCT
bracis-28357	117	5	social	social	ADJ
bracis-28357	117	6	search	search	NOUN
bracis-28357	117	7	engines	engine	NOUN
bracis-28357	117	8	have	have	AUX
bracis-28357	117	9	become	become	VERB
bracis-28357	117	10	very	very	ADV
bracis-28357	117	11	useful	useful	ADJ
bracis-28357	117	12	as	as	SCONJ
bracis-28357	117	13	it	it	PRON
bracis-28357	117	14	uses	use	VERB
bracis-28357	117	15	information	information	NOUN
bracis-28357	117	16	about	about	ADP
bracis-28357	117	17	the	the	DET
bracis-28357	117	18	resources	resource	NOUN
bracis-28357	117	19	so	so	SCONJ
bracis-28357	117	20	as	as	SCONJ
bracis-28357	117	21	to	to	PART
bracis-28357	117	22	improve	improve	VERB
bracis-28357	117	23	task	task	NOUN
bracis-28357	117	24	allocation	allocation	NOUN
bracis-28357	117	25	[	[	X
bracis-28357	117	26	2	2	NUM
bracis-28357	117	27	,	,	PUNCT
bracis-28357	117	28	3	3	NUM
bracis-28357	117	29	,	,	PUNCT
bracis-28357	117	30	8	8	NUM
bracis-28357	117	31	,	,	PUNCT
bracis-28357	117	32	11	11	NUM
bracis-28357	117	33	]	]	PUNCT
bracis-28357	117	34	.	.	PUNCT
bracis-28357	118	1	these	these	DET
bracis-28357	118	2	studies	study	NOUN
bracis-28357	118	3	use	use	VERB
bracis-28357	118	4	techniques	technique	NOUN
bracis-28357	118	5	like	like	ADP
bracis-28357	118	6	ranking	rank	VERB
bracis-28357	118	7	function	function	NOUN
bracis-28357	118	8	and	and	CCONJ
bracis-28357	118	9	information	information	NOUN
bracis-28357	118	10	retrieval	retrieval	NOUN
bracis-28357	118	11	in	in	ADP
bracis-28357	118	12	the	the	DET
bracis-28357	118	13	context	context	NOUN
bracis-28357	118	14	of	of	ADP
bracis-28357	118	15	crowdsourcing	crowdsourcing	NOUN
bracis-28357	118	16	or	or	CCONJ
bracis-28357	118	17	the	the	DET
bracis-28357	118	18	q	q	PROPN
bracis-28357	118	19	&	&	CCONJ
bracis-28357	118	20	a	a	DET
bracis-28357	118	21	problem	problem	NOUN
bracis-28357	118	22	.	.	PUNCT
bracis-28357	119	1	although	although	SCONJ
bracis-28357	119	2	similar	similar	ADJ
bracis-28357	119	3	to	to	ADP
bracis-28357	119	4	our	our	PRON
bracis-28357	119	5	work	work	NOUN
bracis-28357	119	6	in	in	ADP
bracis-28357	119	7	the	the	DET
bracis-28357	119	8	sense	sense	NOUN
bracis-28357	119	9	of	of	ADP
bracis-28357	119	10	optimizing	optimize	VERB
bracis-28357	119	11	task	task	NOUN
bracis-28357	119	12	allocation	allocation	NOUN
bracis-28357	119	13	,	,	PUNCT
bracis-28357	119	14	we	we	PRON
bracis-28357	119	15	do	do	AUX
bracis-28357	119	16	not	not	PART
bracis-28357	119	17	use	use	VERB
bracis-28357	119	18	previous	previous	ADJ
bracis-28357	119	19	information	information	NOUN
bracis-28357	119	20	about	about	ADP
bracis-28357	119	21	the	the	DET
bracis-28357	119	22	resources	resource	NOUN
bracis-28357	119	23	and	and	CCONJ
bracis-28357	119	24	estimate	estimate	VERB
bracis-28357	119	25	their	their	PRON
bracis-28357	119	26	skills	skill	NOUN
bracis-28357	119	27	from	from	ADP
bracis-28357	119	28	the	the	DET
bracis-28357	119	29	interaction	interaction	NOUN
bracis-28357	119	30	with	with	ADP
bracis-28357	119	31	the	the	DET
bracis-28357	119	32	tasks	task	NOUN
bracis-28357	119	33	.	.	PUNCT
bracis-28357	120	1	also	also	ADV
bracis-28357	120	2	,	,	PUNCT
bracis-28357	120	3	we	we	PRON
bracis-28357	120	4	do	do	AUX
bracis-28357	120	5	not	not	PART
bracis-28357	120	6	use	use	VERB
bracis-28357	120	7	a	a	DET
bracis-28357	120	8	threshold	threshold	NOUN
bracis-28357	120	9	to	to	PART
bracis-28357	120	10	reject	reject	VERB
bracis-28357	120	11	weaker	weak	ADJ
bracis-28357	120	12	resources	resource	NOUN
bracis-28357	120	13	.	.	PUNCT
bracis-28357	121	1	the	the	DET
bracis-28357	121	2	sta	sta	NOUN
bracis-28357	121	3	is	be	AUX
bracis-28357	121	4	largely	largely	ADV
bracis-28357	121	5	discussed	discuss	VERB
bracis-28357	121	6	in	in	ADP
bracis-28357	121	7	the	the	DET
bracis-28357	121	8	context	context	NOUN
bracis-28357	121	9	of	of	ADP
bracis-28357	121	10	adaptive	adaptive	ADJ
bracis-28357	121	11	tests	test	NOUN
bracis-28357	121	12	[	[	X
bracis-28357	121	13	18	18	NUM
bracis-28357	121	14	,	,	PUNCT
bracis-28357	121	15	19	19	NUM
bracis-28357	121	16	,	,	PUNCT
bracis-28357	121	17	30	30	NUM
bracis-28357	121	18	]	]	PUNCT
bracis-28357	121	19	.	.	PUNCT
bracis-28357	122	1	in	in	ADP
bracis-28357	122	2	this	this	DET
bracis-28357	122	3	context	context	NOUN
bracis-28357	122	4	,	,	PUNCT
bracis-28357	122	5	many	many	ADJ
bracis-28357	122	6	works	work	NOUN
bracis-28357	122	7	address	address	VERB
bracis-28357	122	8	the	the	DET
bracis-28357	122	9	problem	problem	NOUN
bracis-28357	122	10	of	of	ADP
bracis-28357	122	11	task	task	NOUN
bracis-28357	122	12	allocation	allocation	NOUN
bracis-28357	122	13	by	by	ADP
bracis-28357	122	14	learning	learn	VERB
bracis-28357	122	15	information	information	NOUN
bracis-28357	122	16	about	about	ADP
bracis-28357	122	17	the	the	DET
bracis-28357	122	18	resources	resource	NOUN
bracis-28357	122	19	[	[	X
bracis-28357	122	20	12	12	NUM
bracis-28357	122	21	,	,	PUNCT
bracis-28357	122	22	24	24	NUM
bracis-28357	122	23	]	]	PUNCT
bracis-28357	122	24	.	.	PUNCT
bracis-28357	123	1	they	they	PRON
bracis-28357	123	2	repeatedly	repeatedly	ADV
bracis-28357	123	3	administer	administer	VERB
bracis-28357	123	4	tasks	task	NOUN
bracis-28357	123	5	to	to	ADP
bracis-28357	123	6	resources	resource	NOUN
bracis-28357	123	7	;	;	PUNCT
bracis-28357	123	8	however	however	ADV
bracis-28357	123	9	,	,	PUNCT
bracis-28357	123	10	the	the	DET
bracis-28357	123	11	objective	objective	NOUN
bracis-28357	123	12	of	of	ADP
bracis-28357	123	13	these	these	DET
bracis-28357	123	14	works	work	NOUN
bracis-28357	123	15	is	be	AUX
bracis-28357	123	16	restricted	restrict	VERB
bracis-28357	123	17	to	to	PART
bracis-28357	123	18	better	well	ADV
bracis-28357	123	19	estimating	estimate	VERB
bracis-28357	123	20	the	the	DET
bracis-28357	123	21	resources	resource	NOUN
bracis-28357	123	22	’	'	PUNCT
bracis-28357	123	23	abilities	ability	NOUN
bracis-28357	123	24	.	.	PUNCT
bracis-28357	124	1	we	we	PRON
bracis-28357	124	2	use	use	VERB
bracis-28357	124	3	the	the	DET
bracis-28357	124	4	same	same	ADJ
bracis-28357	124	5	approach	approach	NOUN
bracis-28357	124	6	in	in	ADP
bracis-28357	124	7	a	a	DET
bracis-28357	124	8	different	different	ADJ
bracis-28357	124	9	context	context	NOUN
bracis-28357	124	10	and	and	CCONJ
bracis-28357	124	11	with	with	ADP
bracis-28357	124	12	a	a	DET
bracis-28357	124	13	different	different	ADJ
bracis-28357	124	14	purpose	purpose	NOUN
bracis-28357	124	15	since	since	SCONJ
bracis-28357	124	16	we	we	PRON
bracis-28357	124	17	use	use	VERB
bracis-28357	124	18	resource	resource	NOUN
bracis-28357	124	19	characterization	characterization	NOUN
bracis-28357	124	20	to	to	PART
bracis-28357	124	21	optimize	optimize	VERB
bracis-28357	124	22	the	the	DET
bracis-28357	124	23	allocation	allocation	NOUN
bracis-28357	124	24	of	of	ADP
bracis-28357	124	25	tasks	task	NOUN
bracis-28357	124	26	by	by	ADP
bracis-28357	124	27	maximizing	maximize	VERB
bracis-28357	124	28	the	the	DET
bracis-28357	124	29	number	number	NOUN
bracis-28357	124	30	of	of	ADP
bracis-28357	124	31	solutions	solution	NOUN
bracis-28357	124	32	,	,	PUNCT
bracis-28357	124	33	not	not	PART
bracis-28357	124	34	having	have	VERB
bracis-28357	124	35	resource	resource	NOUN
bracis-28357	124	36	characterization	characterization	NOUN
bracis-28357	124	37	as	as	ADP
bracis-28357	124	38	an	an	DET
bracis-28357	124	39	end	end	NOUN
bracis-28357	124	40	in	in	ADP
bracis-28357	124	41	itself	itself	PRON
bracis-28357	124	42	.	.	PUNCT
bracis-28357	125	1	in	in	ADP
bracis-28357	125	2	some	some	DET
bracis-28357	125	3	works	work	NOUN
bracis-28357	125	4	[	[	X
bracis-28357	125	5	9	9	NUM
bracis-28357	125	6	,	,	PUNCT
bracis-28357	125	7	25	25	NUM
bracis-28357	125	8	,	,	PUNCT
bracis-28357	125	9	31	31	NUM
bracis-28357	125	10	]	]	PUNCT
bracis-28357	125	11	,	,	PUNCT
bracis-28357	125	12	resources	resource	NOUN
bracis-28357	125	13	and	and	CCONJ
bracis-28357	125	14	tasks	task	NOUN
bracis-28357	125	15	are	be	AUX
bracis-28357	125	16	dynamically	dynamically	ADV
bracis-28357	125	17	characterized	characterize	VERB
bracis-28357	125	18	.	.	PUNCT
bracis-28357	126	1	the	the	DET
bracis-28357	126	2	tasks	task	NOUN
bracis-28357	126	3	are	be	AUX
bracis-28357	126	4	allocated	allocate	VERB
bracis-28357	126	5	to	to	ADP
bracis-28357	126	6	a	a	DET
bracis-28357	126	7	resource	resource	NOUN
bracis-28357	126	8	if	if	SCONJ
bracis-28357	126	9	the	the	DET
bracis-28357	126	10	probability	probability	NOUN
bracis-28357	126	11	of	of	ADP
bracis-28357	126	12	a	a	DET
bracis-28357	126	13	correct	correct	ADJ
bracis-28357	126	14	answer	answer	NOUN
bracis-28357	126	15	is	be	AUX
bracis-28357	126	16	above	above	ADP
bracis-28357	126	17	a	a	DET
bracis-28357	126	18	threshold	threshold	NOUN
bracis-28357	126	19	.	.	PUNCT
bracis-28357	127	1	our	our	PRON
bracis-28357	127	2	study	study	NOUN
bracis-28357	127	3	does	do	AUX
bracis-28357	127	4	not	not	PART
bracis-28357	127	5	limit	limit	VERB
bracis-28357	127	6	the	the	DET
bracis-28357	127	7	allocation	allocation	NOUN
bracis-28357	127	8	of	of	ADP
bracis-28357	127	9	tasks	task	NOUN
bracis-28357	127	10	by	by	ADP
bracis-28357	127	11	a	a	DET
bracis-28357	127	12	threshold	threshold	NOUN
bracis-28357	127	13	.	.	PUNCT
bracis-28357	128	1	also	also	ADV
bracis-28357	128	2	,	,	PUNCT
bracis-28357	128	3	the	the	DET
bracis-28357	128	4	purpose	purpose	NOUN
bracis-28357	128	5	is	be	AUX
bracis-28357	128	6	different	different	ADJ
bracis-28357	128	7	,	,	PUNCT
bracis-28357	128	8	in	in	ADP
bracis-28357	128	9	their	their	PRON
bracis-28357	128	10	case	case	NOUN
bracis-28357	128	11	,	,	PUNCT
bracis-28357	128	12	each	each	DET
bracis-28357	128	13	resource	resource	NOUN
bracis-28357	128	14	receives	receive	VERB
bracis-28357	128	15	only	only	ADV
bracis-28357	128	16	one	one	NUM
bracis-28357	128	17	task	task	NOUN
bracis-28357	128	18	,	,	PUNCT
bracis-28357	128	19	and	and	CCONJ
bracis-28357	128	20	each	each	DET
bracis-28357	128	21	task	task	NOUN
bracis-28357	128	22	needs	need	VERB
bracis-28357	128	23	only	only	ADV
bracis-28357	128	24	one	one	NUM
bracis-28357	128	25	solution	solution	NOUN
bracis-28357	128	26	.	.	PUNCT
bracis-28357	129	1	5	5	NUM
bracis-28357	129	2	experiments	experiment	NOUN
bracis-28357	129	3	and	and	CCONJ
bracis-28357	129	4	 	 	SPACE
bracis-28357	129	5	results	result	NOUN
bracis-28357	129	6	to	to	PART
bracis-28357	129	7	evaluate	evaluate	VERB
bracis-28357	129	8	the	the	DET
bracis-28357	129	9	proposed	propose	VERB
bracis-28357	129	10	algorithms	algorithm	NOUN
bracis-28357	129	11	,	,	PUNCT
bracis-28357	129	12	we	we	PRON
bracis-28357	129	13	adapt	adapt	VERB
bracis-28357	129	14	real	real	ADJ
bracis-28357	129	15	data	datum	NOUN
bracis-28357	129	16	from	from	ADP
bracis-28357	129	17	an	an	DET
bracis-28357	129	18	exam	exam	NOUN
bracis-28357	129	19	of	of	ADP
bracis-28357	129	20	mathematics	mathematic	NOUN
bracis-28357	129	21	to	to	PART
bracis-28357	129	22	emulate	emulate	VERB
bracis-28357	129	23	tasks	task	NOUN
bracis-28357	129	24	(	(	PUNCT
bracis-28357	129	25	questions	question	NOUN
bracis-28357	129	26	)	)	PUNCT
bracis-28357	129	27	and	and	CCONJ
bracis-28357	129	28	resources	resource	NOUN
bracis-28357	129	29	(	(	PUNCT
bracis-28357	129	30	students	student	NOUN
bracis-28357	129	31	)	)	PUNCT
bracis-28357	129	32	.	.	PUNCT
bracis-28357	130	1	within	within	ADP
bracis-28357	130	2	this	this	DET
bracis-28357	130	3	data	data	NOUN
bracis-28357	130	4	,	,	PUNCT
bracis-28357	130	5	we	we	PRON
bracis-28357	130	6	construct	construct	VERB
bracis-28357	130	7	different	different	ADJ
bracis-28357	130	8	dart	dart	PROPN
bracis-28357	130	9	-	-	PUNCT
bracis-28357	130	10	mt	mt	PROPN
bracis-28357	130	11	problems	problem	NOUN
bracis-28357	130	12	to	to	PART
bracis-28357	130	13	identify	identify	VERB
bracis-28357	130	14	the	the	DET
bracis-28357	130	15	difference	difference	NOUN
bracis-28357	130	16	in	in	ADP
bracis-28357	130	17	the	the	DET
bracis-28357	130	18	performance	performance	NOUN
bracis-28357	130	19	of	of	ADP
bracis-28357	130	20	our	our	PRON
bracis-28357	130	21	algorithms	algorithm	NOUN
bracis-28357	130	22	in	in	ADP
bracis-28357	130	23	the	the	DET
bracis-28357	130	24	three	three	NUM
bracis-28357	130	25	scenarios	scenario	NOUN
bracis-28357	130	26	kk	kk	PROPN
bracis-28357	130	27	,	,	PUNCT
bracis-28357	130	28	ku	ku	PROPN
bracis-28357	130	29	,	,	PUNCT
bracis-28357	130	30	and	and	CCONJ
bracis-28357	130	31	uu	uu	PRON
bracis-28357	130	32	.	.	PUNCT
bracis-28357	131	1	finally	finally	ADV
bracis-28357	131	2	,	,	PUNCT
bracis-28357	131	3	we	we	PRON
bracis-28357	131	4	present	present	VERB
bracis-28357	131	5	the	the	DET
bracis-28357	131	6	improvement	improvement	NOUN
bracis-28357	131	7	of	of	ADP
bracis-28357	131	8	our	our	PRON
bracis-28357	131	9	algorithms	algorithm	NOUN
bracis-28357	131	10	against	against	ADP
bracis-28357	131	11	two	two	NUM
bracis-28357	131	12	baselines	baseline	NOUN
bracis-28357	131	13	:	:	PUNCT
bracis-28357	131	14	uniformly	uniformly	ADV
bracis-28357	131	15	random	random	ADJ
bracis-28357	131	16	and	and	CCONJ
bracis-28357	131	17	easier	easy	ADJ
bracis-28357	131	18	first	first	ADV
bracis-28357	131	19	.	.	PUNCT
bracis-28357	132	1	5.1	5.1	NUM
bracis-28357	132	2	real	real	ADJ
bracis-28357	132	3	world	world	NOUN
bracis-28357	132	4	database	database	NOUN
bracis-28357	132	5	evaluating	evaluating	NOUN
bracis-28357	132	6	in	in	ADP
bracis-28357	132	7	real	real	ADJ
bracis-28357	132	8	world	world	NOUN
bracis-28357	132	9	data	datum	NOUN
bracis-28357	132	10	.	.	PUNCT
bracis-28357	133	1	real	real	ADJ
bracis-28357	133	2	data	datum	NOUN
bracis-28357	133	3	can	can	AUX
bracis-28357	133	4	be	be	AUX
bracis-28357	133	5	obtained	obtain	VERB
bracis-28357	133	6	,	,	PUNCT
bracis-28357	133	7	basically	basically	ADV
bracis-28357	133	8	,	,	PUNCT
bracis-28357	133	9	in	in	ADP
bracis-28357	133	10	two	two	NUM
bracis-28357	133	11	ways	way	NOUN
bracis-28357	133	12	:	:	PUNCT
bracis-28357	133	13	online	online	ADJ
bracis-28357	133	14	or	or	CCONJ
bracis-28357	133	15	offline	offline	ADJ
bracis-28357	133	16	.	.	PUNCT
bracis-28357	134	1	the	the	DET
bracis-28357	134	2	online	online	ADJ
bracis-28357	134	3	test	test	NOUN
bracis-28357	134	4	consists	consist	VERB
bracis-28357	134	5	of	of	ADP
bracis-28357	134	6	presenting	present	VERB
bracis-28357	134	7	tasks	task	NOUN
bracis-28357	134	8	to	to	ADP
bracis-28357	134	9	human	human	ADJ
bracis-28357	134	10	resources	resource	NOUN
bracis-28357	134	11	while	while	SCONJ
bracis-28357	134	12	the	the	DET
bracis-28357	134	13	process	process	NOUN
bracis-28357	134	14	is	be	AUX
bracis-28357	134	15	running	run	VERB
bracis-28357	134	16	,	,	PUNCT
bracis-28357	134	17	whereas	whereas	SCONJ
bracis-28357	134	18	the	the	DET
bracis-28357	134	19	offline	offline	ADJ
bracis-28357	134	20	test	test	NOUN
bracis-28357	134	21	consists	consist	VERB
bracis-28357	134	22	of	of	ADP
bracis-28357	134	23	using	use	VERB
bracis-28357	134	24	a	a	DET
bracis-28357	134	25	database	database	NOUN
bracis-28357	134	26	that	that	PRON
bracis-28357	134	27	was	be	AUX
bracis-28357	134	28	previously	previously	ADV
bracis-28357	134	29	collected	collect	VERB
bracis-28357	134	30	.	.	PUNCT
bracis-28357	135	1	the	the	DET
bracis-28357	135	2	advantage	advantage	NOUN
bracis-28357	135	3	of	of	ADP
bracis-28357	135	4	the	the	DET
bracis-28357	135	5	online	online	ADJ
bracis-28357	135	6	test	test	NOUN
bracis-28357	135	7	is	be	AUX
bracis-28357	135	8	to	to	PART
bracis-28357	135	9	apply	apply	VERB
bracis-28357	135	10	the	the	DET
bracis-28357	135	11	method	method	NOUN
bracis-28357	135	12	in	in	ADP
bracis-28357	135	13	the	the	DET
bracis-28357	135	14	real	real	ADJ
bracis-28357	135	15	world	world	NOUN
bracis-28357	135	16	with	with	ADP
bracis-28357	135	17	resources	resource	NOUN
bracis-28357	135	18	interacting	interact	VERB
bracis-28357	135	19	directly	directly	ADV
bracis-28357	135	20	with	with	ADP
bracis-28357	135	21	the	the	DET
bracis-28357	135	22	allocation	allocation	NOUN
bracis-28357	135	23	process	process	NOUN
bracis-28357	135	24	.	.	PUNCT
bracis-28357	136	1	the	the	DET
bracis-28357	136	2	downside	downside	NOUN
bracis-28357	136	3	is	be	AUX
bracis-28357	136	4	that	that	SCONJ
bracis-28357	136	5	access	access	NOUN
bracis-28357	136	6	to	to	ADP
bracis-28357	136	7	such	such	ADJ
bracis-28357	136	8	resources	resource	NOUN
bracis-28357	136	9	is	be	AUX
bracis-28357	136	10	very	very	ADV
bracis-28357	136	11	costly	costly	ADJ
bracis-28357	136	12	,	,	PUNCT
bracis-28357	136	13	so	so	ADV
bracis-28357	136	14	getting	get	VERB
bracis-28357	136	15	a	a	DET
bracis-28357	136	16	reasonable	reasonable	ADJ
bracis-28357	136	17	amount	amount	NOUN
bracis-28357	136	18	of	of	ADP
bracis-28357	136	19	human	human	ADJ
bracis-28357	136	20	resources	resource	NOUN
bracis-28357	136	21	available	available	ADJ
bracis-28357	136	22	to	to	PART
bracis-28357	136	23	receive	receive	VERB
bracis-28357	136	24	tasks	task	NOUN
bracis-28357	136	25	is	be	AUX
bracis-28357	136	26	very	very	ADV
bracis-28357	136	27	complicated	complicated	ADJ
bracis-28357	136	28	.	.	PUNCT
bracis-28357	137	1	the	the	DET
bracis-28357	137	2	advantage	advantage	NOUN
bracis-28357	137	3	of	of	ADP
bracis-28357	137	4	the	the	DET
bracis-28357	137	5	offline	offline	ADJ
bracis-28357	137	6	test	test	NOUN
bracis-28357	137	7	is	be	AUX
bracis-28357	137	8	precisely	precisely	ADV
bracis-28357	137	9	that	that	SCONJ
bracis-28357	137	10	it	it	PRON
bracis-28357	137	11	can	can	AUX
bracis-28357	137	12	take	take	VERB
bracis-28357	137	13	advantage	advantage	NOUN
bracis-28357	137	14	of	of	ADP
bracis-28357	137	15	a	a	DET
bracis-28357	137	16	database	database	NOUN
bracis-28357	137	17	,	,	PUNCT
bracis-28357	137	18	but	but	CCONJ
bracis-28357	137	19	the	the	DET
bracis-28357	137	20	interaction	interaction	NOUN
bracis-28357	137	21	of	of	ADP
bracis-28357	137	22	the	the	DET
bracis-28357	137	23	process	process	NOUN
bracis-28357	137	24	with	with	ADP
bracis-28357	137	25	the	the	DET
bracis-28357	137	26	real	real	ADJ
bracis-28357	137	27	world	world	NOUN
bracis-28357	137	28	is	be	AUX
bracis-28357	137	29	lost	lose	VERB
bracis-28357	137	30	.	.	PUNCT
bracis-28357	138	1	to	to	PART
bracis-28357	138	2	use	use	VERB
bracis-28357	138	3	an	an	DET
bracis-28357	138	4	offline	offline	ADJ
bracis-28357	138	5	test	test	NOUN
bracis-28357	138	6	,	,	PUNCT
bracis-28357	138	7	the	the	DET
bracis-28357	138	8	database	database	NOUN
bracis-28357	138	9	need	need	VERB
bracis-28357	138	10	to	to	PART
bracis-28357	138	11	meet	meet	VERB
bracis-28357	138	12	certain	certain	ADJ
bracis-28357	138	13	criteria	criterion	NOUN
bracis-28357	138	14	:	:	PUNCT
bracis-28357	138	15	(	(	PUNCT
bracis-28357	138	16	i	i	NOUN
bracis-28357	138	17	)	)	PUNCT
bracis-28357	138	18	 	 	SPACE
bracis-28357	138	19	the	the	DET
bracis-28357	138	20	independence	independence	NOUN
bracis-28357	138	21	of	of	ADP
bracis-28357	138	22	task	task	NOUN
bracis-28357	138	23	solution	solution	NOUN
bracis-28357	138	24	conditioned	condition	VERB
bracis-28357	138	25	on	on	ADP
bracis-28357	138	26	the	the	DET
bracis-28357	138	27	resource	resource	NOUN
bracis-28357	138	28	,	,	PUNCT
bracis-28357	138	29	and	and	CCONJ
bracis-28357	138	30	(	(	PUNCT
bracis-28357	138	31	ii	ii	NOUN
bracis-28357	138	32	)	)	PUNCT
bracis-28357	138	33	 	 	SPACE
bracis-28357	138	34	all	all	DET
bracis-28357	138	35	tasks	task	NOUN
bracis-28357	138	36	have	have	AUX
bracis-28357	138	37	been	be	AUX
bracis-28357	138	38	submitted	submit	VERB
bracis-28357	138	39	to	to	ADP
bracis-28357	138	40	all	all	DET
bracis-28357	138	41	resources	resource	NOUN
bracis-28357	138	42	.	.	PUNCT
bracis-28357	139	1	the	the	DET
bracis-28357	139	2	success	success	NOUN
bracis-28357	139	3	or	or	CCONJ
bracis-28357	139	4	failure	failure	NOUN
bracis-28357	139	5	of	of	ADP
bracis-28357	139	6	each	each	DET
bracis-28357	139	7	task	task	NOUN
bracis-28357	139	8	submission	submission	NOUN
bracis-28357	139	9	is	be	AUX
bracis-28357	139	10	obtained	obtain	VERB
bracis-28357	139	11	from	from	ADP
bracis-28357	139	12	the	the	DET
bracis-28357	139	13	history	history	NOUN
bracis-28357	139	14	taken	take	VERB
bracis-28357	139	15	from	from	ADP
bracis-28357	139	16	the	the	DET
bracis-28357	139	17	database	database	NOUN
bracis-28357	139	18	.	.	PUNCT
bracis-28357	140	1	we	we	PRON
bracis-28357	140	2	can	can	AUX
bracis-28357	140	3	choose	choose	VERB
bracis-28357	140	4	any	any	DET
bracis-28357	140	5	task	task	NOUN
bracis-28357	140	6	for	for	ADP
bracis-28357	140	7	a	a	DET
bracis-28357	140	8	resource	resource	NOUN
bracis-28357	140	9	and	and	CCONJ
bracis-28357	140	10	check	check	VERB
bracis-28357	140	11	in	in	ADP
bracis-28357	140	12	the	the	DET
bracis-28357	140	13	history	history	NOUN
bracis-28357	140	14	if	if	SCONJ
bracis-28357	140	15	he	he	PRON
bracis-28357	140	16	has	have	AUX
bracis-28357	140	17	solved	solve	VERB
bracis-28357	140	18	the	the	DET
bracis-28357	140	19	task	task	NOUN
bracis-28357	140	20	correctly	correctly	ADV
bracis-28357	140	21	or	or	CCONJ
bracis-28357	140	22	not	not	PART
bracis-28357	140	23	.	.	PUNCT
bracis-28357	141	1	one	one	PRON
bracis-28357	141	2	can	can	AUX
bracis-28357	141	3	arbitrarily	arbitrarily	ADV
bracis-28357	141	4	choose	choose	VERB
bracis-28357	141	5	resources	resource	NOUN
bracis-28357	141	6	,	,	PUNCT
bracis-28357	141	7	their	their	PRON
bracis-28357	141	8	arrival	arrival	NOUN
bracis-28357	141	9	order	order	NOUN
bracis-28357	141	10	,	,	PUNCT
bracis-28357	141	11	and	and	CCONJ
bracis-28357	141	12	their	their	PRON
bracis-28357	141	13	availability	availability	NOUN
bracis-28357	141	14	without	without	ADP
bracis-28357	141	15	loss	loss	NOUN
bracis-28357	141	16	of	of	ADP
bracis-28357	141	17	generality	generality	NOUN
bracis-28357	141	18	.	.	PUNCT
bracis-28357	142	1	availability	availability	NOUN
bracis-28357	142	2	must	must	AUX
bracis-28357	142	3	always	always	ADV
bracis-28357	142	4	be	be	AUX
bracis-28357	142	5	at	at	ADP
bracis-28357	142	6	most	most	ADV
bracis-28357	142	7	equal	equal	ADJ
bracis-28357	142	8	to	to	ADP
bracis-28357	142	9	the	the	DET
bracis-28357	142	10	total	total	ADJ
bracis-28357	142	11	amount	amount	NOUN
bracis-28357	142	12	of	of	ADP
bracis-28357	142	13	existing	exist	VERB
bracis-28357	142	14	tasks	task	NOUN
bracis-28357	142	15	in	in	ADP
bracis-28357	142	16	the	the	DET
bracis-28357	142	17	database	database	NOUN
bracis-28357	142	18	.	.	PUNCT
bracis-28357	143	1	it	it	PRON
bracis-28357	143	2	is	be	AUX
bracis-28357	143	3	equally	equally	ADV
bracis-28357	143	4	possible	possible	ADJ
bracis-28357	143	5	to	to	PART
bracis-28357	143	6	choose	choose	VERB
bracis-28357	143	7	tasks	task	NOUN
bracis-28357	143	8	and	and	CCONJ
bracis-28357	143	9	the	the	DET
bracis-28357	143	10	number	number	NOUN
bracis-28357	143	11	of	of	ADP
bracis-28357	143	12	solutions	solution	NOUN
bracis-28357	143	13	for	for	ADP
bracis-28357	143	14	them	they	PRON
bracis-28357	143	15	arbitrarily	arbitrarily	ADV
bracis-28357	143	16	.	.	PUNCT
bracis-28357	144	1	the	the	DET
bracis-28357	144	2	number	number	NOUN
bracis-28357	144	3	of	of	ADP
bracis-28357	144	4	solutions	solution	NOUN
bracis-28357	144	5	demanded	demand	VERB
bracis-28357	144	6	by	by	ADP
bracis-28357	144	7	each	each	DET
bracis-28357	144	8	task	task	NOUN
bracis-28357	144	9	must	must	AUX
bracis-28357	144	10	be	be	AUX
bracis-28357	144	11	equal	equal	ADJ
bracis-28357	144	12	to	to	ADP
bracis-28357	144	13	or	or	CCONJ
bracis-28357	144	14	less	less	ADJ
bracis-28357	144	15	than	than	ADP
bracis-28357	144	16	the	the	DET
bracis-28357	144	17	total	total	ADJ
bracis-28357	144	18	amount	amount	NOUN
bracis-28357	144	19	of	of	ADP
bracis-28357	144	20	resources	resource	NOUN
bracis-28357	144	21	in	in	ADP
bracis-28357	144	22	the	the	DET
bracis-28357	144	23	database	database	NOUN
bracis-28357	144	24	.	.	PUNCT
bracis-28357	145	1	with	with	ADP
bracis-28357	145	2	historical	historical	ADJ
bracis-28357	145	3	data	datum	NOUN
bracis-28357	145	4	in	in	ADP
bracis-28357	145	5	hand	hand	NOUN
bracis-28357	145	6	,	,	PUNCT
bracis-28357	145	7	it	it	PRON
bracis-28357	145	8	remains	remain	VERB
bracis-28357	145	9	to	to	PART
bracis-28357	145	10	model	model	VERB
bracis-28357	145	11	the	the	DET
bracis-28357	145	12	parameters	parameter	NOUN
bracis-28357	145	13	\(\zeta	\(\zeta	ADP
bracis-28357	145	14	\	\	PROPN
bracis-28357	145	15	)	)	PUNCT
bracis-28357	145	16	,	,	PUNCT
bracis-28357	145	17	\(\theta	\(\theta	NOUN
bracis-28357	145	18	\	\	PROPN
bracis-28357	145	19	)	)	PUNCT
bracis-28357	145	20	,	,	PUNCT
bracis-28357	145	21	and	and	CCONJ
bracis-28357	145	22	the	the	DET
bracis-28357	145	23	success	success	NOUN
bracis-28357	145	24	probability	probability	NOUN
bracis-28357	145	25	function	function	PROPN
bracis-28357	145	26	f.	f.	PROPN
bracis-28357	145	27	enem	enem	PROPN
bracis-28357	145	28	database	database	PROPN
bracis-28357	145	29	.	.	PUNCT
bracis-28357	146	1	a	a	DET
bracis-28357	146	2	database	database	NOUN
bracis-28357	146	3	of	of	ADP
bracis-28357	146	4	the	the	DET
bracis-28357	146	5	2012	2012	NUM
bracis-28357	146	6	brazilian	brazilian	ADJ
bracis-28357	146	7	baccalaureate	baccalaureate	NOUN
bracis-28357	146	8	examination	examination	NOUN
bracis-28357	146	9	(	(	PUNCT
bracis-28357	146	10	enem	enem	PROPN
bracis-28357	146	11	)	)	PUNCT
bracis-28357	146	12	containing	contain	VERB
bracis-28357	146	13	responses	response	NOUN
bracis-28357	146	14	from	from	ADP
bracis-28357	146	15	ten	ten	NUM
bracis-28357	146	16	thousand	thousand	NUM
bracis-28357	146	17	people	people	NOUN
bracis-28357	146	18	(	(	PUNCT
bracis-28357	146	19	resources	resource	NOUN
bracis-28357	146	20	)	)	PUNCT
bracis-28357	146	21	and	and	CCONJ
bracis-28357	146	22	185	185	NUM
bracis-28357	146	23	questions	question	NOUN
bracis-28357	146	24	(	(	PUNCT
bracis-28357	146	25	tasks	task	NOUN
bracis-28357	146	26	)	)	PUNCT
bracis-28357	146	27	was	be	AUX
bracis-28357	146	28	used	use	VERB
bracis-28357	146	29	.	.	PUNCT
bracis-28357	147	1	the	the	DET
bracis-28357	147	2	data	datum	NOUN
bracis-28357	147	3	are	be	AUX
bracis-28357	147	4	public	public	ADJ
bracis-28357	147	5	and	and	CCONJ
bracis-28357	147	6	can	can	AUX
bracis-28357	147	7	be	be	AUX
bracis-28357	147	8	downloaded	download	VERB
bracis-28357	147	9	from	from	ADP
bracis-28357	147	10	the	the	DET
bracis-28357	147	11	transparency	transparency	NOUN
bracis-28357	147	12	portal	portal	NOUN
bracis-28357	148	1	[	[	X
bracis-28357	148	2	13	13	NUM
bracis-28357	148	3	]	]	PUNCT
bracis-28357	148	4	.	.	PUNCT
bracis-28357	149	1	enem	enem	PROPN
bracis-28357	149	2	uses	use	VERB
bracis-28357	149	3	item	item	NOUN
bracis-28357	149	4	response	response	NOUN
bracis-28357	149	5	theory	theory	NOUN
bracis-28357	149	6	to	to	ADP
bracis-28357	149	7	model	model	NOUN
bracis-28357	149	8	tasks	task	NOUN
bracis-28357	149	9	(	(	PUNCT
bracis-28357	149	10	\(\zeta	\(\zeta	NOUN
bracis-28357	149	11	\	\	NOUN
bracis-28357	149	12	)	)	PUNCT
bracis-28357	149	13	)	)	PUNCT
bracis-28357	149	14	,	,	PUNCT
bracis-28357	149	15	resources	resource	NOUN
bracis-28357	149	16	(	(	PUNCT
bracis-28357	149	17	\(\theta	\(\theta	NOUN
bracis-28357	149	18	\	\	PROPN
bracis-28357	149	19	)	)	PUNCT
bracis-28357	149	20	)	)	PUNCT
bracis-28357	149	21	,	,	PUNCT
bracis-28357	149	22	and	and	CCONJ
bracis-28357	149	23	the	the	DET
bracis-28357	149	24	success	success	NOUN
bracis-28357	149	25	probability	probability	NOUN
bracis-28357	149	26	function	function	NOUN
bracis-28357	149	27	(	(	PUNCT
bracis-28357	149	28	f	f	NOUN
bracis-28357	149	29	)	)	PUNCT
bracis-28357	149	30	.	.	PUNCT
bracis-28357	150	1	this	this	DET
bracis-28357	150	2	exam	exam	NOUN
bracis-28357	150	3	is	be	AUX
bracis-28357	150	4	used	use	VERB
bracis-28357	150	5	to	to	PART
bracis-28357	150	6	assess	assess	VERB
bracis-28357	150	7	the	the	DET
bracis-28357	150	8	level	level	NOUN
bracis-28357	150	9	of	of	ADP
bracis-28357	150	10	knowledge	knowledge	NOUN
bracis-28357	150	11	(	(	PUNCT
bracis-28357	150	12	skills	skill	NOUN
bracis-28357	150	13	)	)	PUNCT
bracis-28357	150	14	of	of	ADP
bracis-28357	150	15	students	student	NOUN
bracis-28357	150	16	in	in	ADP
bracis-28357	150	17	four	four	NUM
bracis-28357	150	18	areas	area	NOUN
bracis-28357	150	19	of	of	ADP
bracis-28357	150	20	knowledge	knowledge	NOUN
bracis-28357	150	21	:	:	PUNCT
bracis-28357	150	22	human	human	ADJ
bracis-28357	150	23	sciences	science	NOUN
bracis-28357	150	24	;	;	PUNCT
bracis-28357	150	25	natural	natural	ADJ
bracis-28357	150	26	sciences	science	NOUN
bracis-28357	150	27	;	;	PUNCT
bracis-28357	150	28	languages	language	NOUN
bracis-28357	150	29	;	;	PUNCT
bracis-28357	150	30	and	and	CCONJ
bracis-28357	150	31	mathematics	mathematic	NOUN
bracis-28357	150	32	.	.	PUNCT
bracis-28357	151	1	in	in	ADP
bracis-28357	151	2	this	this	DET
bracis-28357	151	3	work	work	NOUN
bracis-28357	151	4	,	,	PUNCT
bracis-28357	151	5	only	only	ADV
bracis-28357	151	6	the	the	DET
bracis-28357	151	7	exam	exam	NOUN
bracis-28357	151	8	of	of	ADP
bracis-28357	151	9	mathematics	mathematic	NOUN
bracis-28357	151	10	was	be	AUX
bracis-28357	151	11	considered	consider	VERB
bracis-28357	151	12	.	.	PUNCT
bracis-28357	152	1	we	we	PRON
bracis-28357	152	2	calibrate	calibrate	VERB
bracis-28357	152	3	task	task	NOUN
bracis-28357	152	4	parameters	parameter	NOUN
bracis-28357	152	5	on	on	ADP
bracis-28357	152	6	data	datum	NOUN
bracis-28357	152	7	from	from	ADP
bracis-28357	152	8	10,000	10,000	NUM
bracis-28357	152	9	students	student	NOUN
bracis-28357	152	10	and	and	CCONJ
bracis-28357	152	11	make	make	VERB
bracis-28357	152	12	use	use	NOUN
bracis-28357	152	13	of	of	ADP
bracis-28357	152	14	the	the	DET
bracis-28357	152	15	three	three	NUM
bracis-28357	152	16	-	-	PUNCT
bracis-28357	152	17	parameter	parameter	NOUN
bracis-28357	152	18	logistic	logistic	ADJ
bracis-28357	152	19	model	model	NOUN
bracis-28357	152	20	,	,	PUNCT
bracis-28357	152	21	where	where	SCONJ
bracis-28357	152	22	parameter	parameter	PROPN
bracis-28357	152	23	b	b	PROPN
bracis-28357	152	24	indicates	indicate	VERB
bracis-28357	152	25	the	the	DET
bracis-28357	152	26	difficulty	difficulty	NOUN
bracis-28357	152	27	of	of	ADP
bracis-28357	152	28	a	a	DET
bracis-28357	152	29	question	question	NOUN
bracis-28357	152	30	.	.	PUNCT
bracis-28357	153	1	we	we	PRON
bracis-28357	153	2	make	make	VERB
bracis-28357	153	3	use	use	NOUN
bracis-28357	153	4	of	of	ADP
bracis-28357	153	5	such	such	ADJ
bracis-28357	153	6	parameters	parameter	NOUN
bracis-28357	153	7	to	to	PART
bracis-28357	153	8	construct	construct	VERB
bracis-28357	153	9	a	a	DET
bracis-28357	153	10	baseline	baseline	ADJ
bracis-28357	153	11	policy	policy	NOUN
bracis-28357	153	12	where	where	SCONJ
bracis-28357	153	13	the	the	DET
bracis-28357	153	14	current	current	ADJ
bracis-28357	153	15	resource	resource	NOUN
bracis-28357	153	16	always	always	ADV
bracis-28357	153	17	receives	receive	VERB
bracis-28357	153	18	the	the	DET
bracis-28357	153	19	easiest	easy	ADJ
bracis-28357	153	20	allowed	allow	VERB
bracis-28357	153	21	task	task	NOUN
bracis-28357	153	22	,	,	PUNCT
bracis-28357	153	23	the	the	DET
bracis-28357	153	24	heuristic	heuristic	NOUN
bracis-28357	153	25	easier	easy	ADJ
bracis-28357	153	26	first	first	ADV
bracis-28357	153	27	.	.	PUNCT
bracis-28357	154	1	5.2	5.2	NUM
bracis-28357	154	2	defining	define	VERB
bracis-28357	154	3	dart	dart	PROPN
bracis-28357	154	4	-	-	PUNCT
bracis-28357	154	5	mt	mt	PROPN
bracis-28357	154	6	problems	problem	NOUN
bracis-28357	154	7	from	from	ADP
bracis-28357	154	8	the	the	DET
bracis-28357	154	9	database	database	NOUN
bracis-28357	154	10	with	with	ADP
bracis-28357	154	11	the	the	DET
bracis-28357	154	12	answers	answer	NOUN
bracis-28357	154	13	of	of	ADP
bracis-28357	154	14	ten	ten	NUM
bracis-28357	154	15	thousand	thousand	NUM
bracis-28357	154	16	enem	enem	PROPN
bracis-28357	154	17	students	student	NOUN
bracis-28357	154	18	,	,	PUNCT
bracis-28357	154	19	the	the	DET
bracis-28357	154	20	average	average	ADJ
bracis-28357	154	21	chance	chance	NOUN
bracis-28357	154	22	of	of	ADP
bracis-28357	154	23	the	the	DET
bracis-28357	154	24	task	task	NOUN
bracis-28357	154	25	t	t	PROPN
bracis-28357	154	26	to	to	PART
bracis-28357	154	27	be	be	AUX
bracis-28357	154	28	correctly	correctly	ADV
bracis-28357	154	29	solved	solve	VERB
bracis-28357	154	30	is	be	AUX
bracis-28357	154	31	estimated	estimate	VERB
bracis-28357	154	32	by	by	ADP
bracis-28357	154	33	:	:	PUNCT
bracis-28357	154	34	$	$	SYM
bracis-28357	154	35	$	$	SYM
bracis-28357	154	36	\begin{aligned	\begin{aligne	VERB
bracis-28357	154	37	}	}	PUNCT
bracis-28357	154	38	k(t	k(t	PROPN
bracis-28357	154	39	)	)	PUNCT
bracis-28357	155	1	=	=	PUNCT
bracis-28357	155	2	\frac{\text	\frac{\text	NUM
bracis-28357	155	3	{	{	PUNCT
bracis-28357	155	4	number	number	NOUN
bracis-28357	155	5	of	of	ADP
bracis-28357	155	6	resources	resource	NOUN
bracis-28357	155	7	that	that	PRON
bracis-28357	155	8	solved	solve	VERB
bracis-28357	155	9	the	the	DET
bracis-28357	155	10	task	task	NOUN
bracis-28357	155	11	}	}	PUNCT
bracis-28357	155	12	t	t	PROPN
bracis-28357	156	1	\text	\text	NOUN
bracis-28357	156	2	{	{	PUNCT
bracis-28357	156	3	correctly}}{\text	correctly}}{\text	NOUN
bracis-28357	156	4	{	{	PUNCT
bracis-28357	156	5	number	number	NOUN
bracis-28357	156	6	of	of	ADP
bracis-28357	156	7	resources	resource	NOUN
bracis-28357	156	8	that	that	PRON
bracis-28357	156	9	tried	try	VERB
bracis-28357	156	10	to	to	PART
bracis-28357	156	11	solve	solve	VERB
bracis-28357	156	12	the	the	DET
bracis-28357	156	13	task	task	NOUN
bracis-28357	156	14	}	}	PUNCT
bracis-28357	156	15	t	t	PROPN
bracis-28357	156	16	}	}	PUNCT
bracis-28357	156	17	\end{aligned}$$	\end{aligned}$$	PROPN
bracis-28357	156	18	(	(	PUNCT
bracis-28357	156	19	21	21	NUM
bracis-28357	156	20	)	)	PUNCT
bracis-28357	156	21	the	the	DET
bracis-28357	156	22	responses	response	NOUN
bracis-28357	156	23	of	of	ADP
bracis-28357	156	24	all	all	DET
bracis-28357	156	25	students	student	NOUN
bracis-28357	156	26	in	in	ADP
bracis-28357	156	27	the	the	DET
bracis-28357	156	28	database	database	NOUN
bracis-28357	156	29	were	be	AUX
bracis-28357	156	30	used	use	VERB
bracis-28357	156	31	to	to	PART
bracis-28357	156	32	calculate	calculate	VERB
bracis-28357	156	33	k(t	k(t	PROPN
bracis-28357	156	34	)	)	PUNCT
bracis-28357	156	35	and	and	CCONJ
bracis-28357	156	36	\(k_{mean	\(k_{mean	ADJ
bracis-28357	156	37	}	}	PUNCT
bracis-28357	156	38	=	=	PUNCT
bracis-28357	156	39	\frac{\sum	\frac{\sum	VERB
bracis-28357	156	40	_	_	PUNCT
bracis-28357	156	41	{	{	PUNCT
bracis-28357	156	42	t\in	t\in	PROPN
bracis-28357	156	43	\mathcal	\mathcal	PROPN
bracis-28357	156	44	{	{	PUNCT
bracis-28357	156	45	t}}k(t)}{|\mathcal	t}}k(t)}{|\mathcal	ADJ
bracis-28357	156	46	{	{	PUNCT
bracis-28357	156	47	t}|}\	t}|}\	PROPN
bracis-28357	156	48	)	)	PUNCT
bracis-28357	156	49	.	.	PUNCT
bracis-28357	157	1	however	however	ADV
bracis-28357	157	2	only	only	ADV
bracis-28357	157	3	one	one	NUM
bracis-28357	157	4	hundred	hundred	NUM
bracis-28357	157	5	of	of	ADP
bracis-28357	157	6	them	they	PRON
bracis-28357	157	7	are	be	AUX
bracis-28357	157	8	sampled	sample	VERB
bracis-28357	157	9	to	to	PART
bracis-28357	157	10	evaluate	evaluate	VERB
bracis-28357	157	11	the	the	DET
bracis-28357	157	12	method	method	NOUN
bracis-28357	157	13	at	at	ADP
bracis-28357	157	14	each	each	DET
bracis-28357	157	15	episode	episode	NOUN
bracis-28357	157	16	.	.	PUNCT
bracis-28357	158	1	so	so	ADV
bracis-28357	158	2	,	,	PUNCT
bracis-28357	158	3	from	from	ADP
bracis-28357	158	4	now	now	ADV
bracis-28357	158	5	on	on	ADV
bracis-28357	158	6	we	we	PRON
bracis-28357	158	7	consider	consider	VERB
bracis-28357	158	8	\(|\mathcal	\(|\mathcal	ADJ
bracis-28357	158	9	{	{	PUNCT
bracis-28357	158	10	r}|	r}|	X
bracis-28357	158	11	=	=	SYM
bracis-28357	158	12	100\	100\	NUM
bracis-28357	158	13	)	)	PUNCT
bracis-28357	158	14	and	and	CCONJ
bracis-28357	158	15	the	the	DET
bracis-28357	158	16	45	45	NUM
bracis-28357	158	17	math	math	NOUN
bracis-28357	158	18	items	item	NOUN
bracis-28357	158	19	from	from	ADP
bracis-28357	158	20	the	the	DET
bracis-28357	158	21	enem	enem	PROPN
bracis-28357	158	22	’s	’s	PART
bracis-28357	158	23	mathematics	mathematics	PROPN
bracis-28357	158	24	test	test	NOUN
bracis-28357	158	25	as	as	ADP
bracis-28357	158	26	the	the	DET
bracis-28357	158	27	tasks	task	NOUN
bracis-28357	158	28	,	,	PUNCT
bracis-28357	158	29	so	so	SCONJ
bracis-28357	158	30	\(|\mathcal	\(|\mathcal	PUNCT
bracis-28357	158	31	{	{	PUNCT
bracis-28357	158	32	t}|	t}|	PROPN
bracis-28357	158	33	=	=	PUNCT
bracis-28357	158	34	45\	45\	PROPN
bracis-28357	158	35	)	)	PUNCT
bracis-28357	158	36	.	.	PUNCT
bracis-28357	159	1	depending	depend	VERB
bracis-28357	159	2	on	on	ADP
bracis-28357	159	3	the	the	DET
bracis-28357	159	4	number	number	NOUN
bracis-28357	159	5	of	of	ADP
bracis-28357	159	6	solutions	solution	NOUN
bracis-28357	159	7	for	for	ADP
bracis-28357	159	8	each	each	DET
bracis-28357	159	9	task	task	NOUN
bracis-28357	159	10	,	,	PUNCT
bracis-28357	159	11	n(t	n(t	PROPN
bracis-28357	159	12	)	)	PUNCT
bracis-28357	159	13	,	,	PUNCT
bracis-28357	159	14	and	and	CCONJ
bracis-28357	159	15	the	the	DET
bracis-28357	159	16	availability	availability	NOUN
bracis-28357	159	17	of	of	ADP
bracis-28357	159	18	each	each	DET
bracis-28357	159	19	resource	resource	NOUN
bracis-28357	159	20	,	,	PUNCT
bracis-28357	159	21	m(r	m(r	PROPN
bracis-28357	159	22	)	)	PUNCT
bracis-28357	159	23	,	,	PUNCT
bracis-28357	159	24	solving	solve	VERB
bracis-28357	159	25	all	all	DET
bracis-28357	159	26	the	the	DET
bracis-28357	159	27	required	require	VERB
bracis-28357	159	28	tasks	task	NOUN
bracis-28357	159	29	can	can	AUX
bracis-28357	159	30	be	be	AUX
bracis-28357	159	31	more	more	ADV
bracis-28357	159	32	or	or	CCONJ
bracis-28357	159	33	less	less	ADV
bracis-28357	159	34	difficult	difficult	ADJ
bracis-28357	159	35	.	.	PUNCT
bracis-28357	160	1	in	in	ADP
bracis-28357	160	2	this	this	DET
bracis-28357	160	3	way	way	NOUN
bracis-28357	160	4	,	,	PUNCT
bracis-28357	160	5	we	we	PRON
bracis-28357	160	6	define	define	VERB
bracis-28357	160	7	the	the	DET
bracis-28357	160	8	following	follow	VERB
bracis-28357	160	9	difficulty	difficulty	NOUN
bracis-28357	160	10	levels	level	NOUN
bracis-28357	160	11	:	:	PUNCT
bracis-28357	160	12	level	level	NOUN
bracis-28357	160	13	1	1	NUM
bracis-28357	160	14	:	:	PUNCT
bracis-28357	160	15	$	$	SYM
bracis-28357	160	16	$	$	SYM
bracis-28357	160	17	\begin{aligned	\begin{aligne	VERB
bracis-28357	160	18	}	}	PUNCT
bracis-28357	160	19	n(t	n(t	PROPN
bracis-28357	160	20	)	)	PUNCT
bracis-28357	160	21	=	=	PUNCT
bracis-28357	160	22	\lceil	\lceil	PROPN
bracis-28357	160	23	{	{	PUNCT
bracis-28357	160	24	|\mathcal	|\mathcal	X
bracis-28357	160	25	{	{	PUNCT
bracis-28357	160	26	r}|	r}|	NOUN
bracis-28357	160	27	\times	\time	NOUN
bracis-28357	160	28	k_{mean}}\rceil	k_{mean}}\rceil	NOUN
bracis-28357	160	29	\quad	\quad	VERB
bracis-28357	160	30	\forall	\forall	DET
bracis-28357	160	31	t	t	PROPN
bracis-28357	160	32	\in	\in	PROPN
bracis-28357	160	33	{	{	PUNCT
bracis-28357	160	34	\mathcal	\mathcal	PROPN
bracis-28357	160	35	{	{	PUNCT
bracis-28357	160	36	t}}\end{aligned}$$	t}}\end{aligned}$$	NOUN
bracis-28357	160	37	(	(	PUNCT
bracis-28357	160	38	22	22	NUM
bracis-28357	160	39	)	)	PUNCT
bracis-28357	160	40	$	$	SYM
bracis-28357	160	41	$	$	SYM
bracis-28357	160	42	\begin{aligned	\begin{aligne	VERB
bracis-28357	160	43	}	}	PUNCT
bracis-28357	160	44	m(r	m(r	NOUN
bracis-28357	160	45	)	)	PUNCT
bracis-28357	161	1	=	=	PUNCT
bracis-28357	161	2	\lceil	\lceil	PROPN
bracis-28357	161	3	|\mathcal	|\mathcal	ADJ
bracis-28357	161	4	{	{	PUNCT
bracis-28357	161	5	t}|	t}|	PROPN
bracis-28357	161	6	\times	\times	ADP
bracis-28357	161	7	k_{mean	k_{mean	ADJ
bracis-28357	161	8	}	}	PUNCT
bracis-28357	161	9	\rceil	\rceil	VERB
bracis-28357	161	10	\quad	\quad	PRON
bracis-28357	161	11	\forall	\forall	DET
bracis-28357	161	12	r	r	NOUN
bracis-28357	161	13	\in	\in	PROPN
bracis-28357	161	14	\mathcal	\mathcal	PROPN
bracis-28357	161	15	{	{	PUNCT
bracis-28357	161	16	r	r	NOUN
bracis-28357	161	17	}	}	PUNCT
bracis-28357	161	18	\end{aligned}$$	\end{aligned}$$	X
bracis-28357	161	19	(	(	PUNCT
bracis-28357	161	20	23	23	NUM
bracis-28357	161	21	)	)	PUNCT
bracis-28357	161	22	level	level	NOUN
bracis-28357	161	23	2	2	NUM
bracis-28357	161	24	:	:	PUNCT
bracis-28357	161	25	$	$	SYM
bracis-28357	161	26	$	$	SYM
bracis-28357	161	27	\begin{aligned	\begin{aligne	VERB
bracis-28357	161	28	}	}	PUNCT
bracis-28357	161	29	n(t	n(t	PROPN
bracis-28357	161	30	)	)	PUNCT
bracis-28357	161	31	=	=	PUNCT
bracis-28357	161	32	\lceil	\lceil	PROPN
bracis-28357	161	33	{	{	PUNCT
bracis-28357	161	34	|\mathcal	|\mathcal	X
bracis-28357	161	35	{	{	PUNCT
bracis-28357	161	36	r}|	r}|	NOUN
bracis-28357	161	37	\times	\time	NOUN
bracis-28357	162	1	k(t)}\rceil	k(t)}\rceil	X
bracis-28357	163	1	\quad	\quad	INTJ
bracis-28357	163	2	\forall	\forall	DET
bracis-28357	163	3	t	t	PROPN
bracis-28357	163	4	\in	\in	PROPN
bracis-28357	163	5	\mathcal	\mathcal	PROPN
bracis-28357	163	6	{	{	PUNCT
bracis-28357	163	7	t}\end{aligned}$$	t}\end{aligned}$$	PROPN
bracis-28357	163	8	(	(	PUNCT
bracis-28357	163	9	24	24	NUM
bracis-28357	163	10	)	)	PUNCT
bracis-28357	163	11	$	$	SYM
bracis-28357	163	12	$	$	SYM
bracis-28357	163	13	\begin{aligned	\begin{aligne	VERB
bracis-28357	163	14	}	}	PUNCT
bracis-28357	163	15	m(r	m(r	NOUN
bracis-28357	163	16	)	)	PUNCT
bracis-28357	164	1	=	=	PUNCT
bracis-28357	164	2	\lceil	\lceil	PROPN
bracis-28357	164	3	|\mathcal	|\mathcal	ADJ
bracis-28357	164	4	{	{	PUNCT
bracis-28357	164	5	t}|	t}|	PROPN
bracis-28357	164	6	\times	\times	ADP
bracis-28357	164	7	k_{mean	k_{mean	ADJ
bracis-28357	164	8	}	}	PUNCT
bracis-28357	164	9	\rceil	\rceil	VERB
bracis-28357	164	10	\quad	\quad	PRON
bracis-28357	164	11	\forall	\forall	DET
bracis-28357	164	12	r	r	NOUN
bracis-28357	164	13	\in	\in	PROPN
bracis-28357	164	14	\mathcal	\mathcal	PROPN
bracis-28357	164	15	{	{	PUNCT
bracis-28357	164	16	r	r	NOUN
bracis-28357	164	17	}	}	PUNCT
bracis-28357	164	18	\end{aligned}$$	\end{aligned}$$	X
bracis-28357	164	19	(	(	PUNCT
bracis-28357	164	20	25	25	NUM
bracis-28357	164	21	)	)	PUNCT
bracis-28357	164	22	level	level	NOUN
bracis-28357	164	23	3	3	NUM
bracis-28357	164	24	:	:	PUNCT
bracis-28357	164	25	n(t	n(t	PROPN
bracis-28357	164	26	)	)	PUNCT
bracis-28357	164	27	is	be	AUX
bracis-28357	164	28	defined	define	VERB
bracis-28357	164	29	as	as	ADP
bracis-28357	164	30	the	the	DET
bracis-28357	164	31	number	number	NOUN
bracis-28357	164	32	of	of	ADP
bracis-28357	164	33	correct	correct	ADJ
bracis-28357	164	34	solutions	solution	NOUN
bracis-28357	164	35	for	for	ADP
bracis-28357	164	36	the	the	DET
bracis-28357	164	37	task	task	NOUN
bracis-28357	164	38	t	t	PROPN
bracis-28357	164	39	and	and	CCONJ
bracis-28357	164	40	m(r	m(r	PROPN
bracis-28357	164	41	)	)	PUNCT
bracis-28357	164	42	as	as	ADP
bracis-28357	164	43	the	the	DET
bracis-28357	164	44	number	number	NOUN
bracis-28357	164	45	of	of	ADP
bracis-28357	164	46	tasks	task	NOUN
bracis-28357	164	47	the	the	DET
bracis-28357	164	48	resource	resource	NOUN
bracis-28357	164	49	r	r	NOUN
bracis-28357	164	50	solved	solve	VERB
bracis-28357	164	51	correctly	correctly	ADV
bracis-28357	164	52	.	.	PUNCT
bracis-28357	165	1	in	in	ADP
bracis-28357	165	2	levels	level	NOUN
bracis-28357	165	3	1	1	NUM
bracis-28357	165	4	,	,	PUNCT
bracis-28357	165	5	2	2	NUM
bracis-28357	165	6	,	,	PUNCT
bracis-28357	165	7	and	and	CCONJ
bracis-28357	165	8	3	3	NUM
bracis-28357	165	9	,	,	PUNCT
bracis-28357	165	10	we	we	PRON
bracis-28357	165	11	have	have	VERB
bracis-28357	165	12	that	that	PRON
bracis-28357	165	13	\(\sum	\(\sum	VERB
bracis-28357	166	1	_	_	PRON
bracis-28357	166	2	{	{	PUNCT
bracis-28357	166	3	t\in	t\in	PROPN
bracis-28357	166	4	\mathcal	\mathcal	PROPN
bracis-28357	166	5	{	{	PUNCT
bracis-28357	166	6	t	t	NOUN
bracis-28357	166	7	}	}	PUNCT
bracis-28357	166	8	}	}	PUNCT
bracis-28357	166	9	n(t	n(t	PROPN
bracis-28357	166	10	)	)	PUNCT
bracis-28357	166	11	\approx	\approx	PROPN
bracis-28357	166	12	\sum	\sum	NOUN
bracis-28357	166	13	_	_	PUNCT
bracis-28357	166	14	{	{	PUNCT
bracis-28357	166	15	r\in	r\in	PROPN
bracis-28357	166	16	\mathcal	\mathcal	PROPN
bracis-28357	166	17	{	{	PUNCT
bracis-28357	166	18	r	r	NOUN
bracis-28357	166	19	}	}	PUNCT
bracis-28357	166	20	}	}	PUNCT
bracis-28357	166	21	m(r)\	m(r)\	NOUN
bracis-28357	166	22	)	)	PUNCT
bracis-28357	166	23	.	.	PUNCT
bracis-28357	167	1	note	note	VERB
bracis-28357	167	2	that	that	SCONJ
bracis-28357	167	3	we	we	PRON
bracis-28357	167	4	can	can	AUX
bracis-28357	167	5	only	only	ADV
bracis-28357	167	6	get	get	VERB
bracis-28357	167	7	all	all	DET
bracis-28357	167	8	the	the	DET
bracis-28357	167	9	desired	desire	VERB
bracis-28357	167	10	solutions	solution	NOUN
bracis-28357	167	11	for	for	ADP
bracis-28357	167	12	difficulty	difficulty	NOUN
bracis-28357	167	13	levels	level	NOUN
bracis-28357	167	14	1	1	NUM
bracis-28357	167	15	and	and	CCONJ
bracis-28357	167	16	2	2	NUM
bracis-28357	167	17	if	if	SCONJ
bracis-28357	167	18	all	all	DET
bracis-28357	167	19	resources	resource	NOUN
bracis-28357	167	20	have	have	VERB
bracis-28357	167	21	the	the	DET
bracis-28357	167	22	same	same	ADJ
bracis-28357	167	23	ability	ability	NOUN
bracis-28357	167	24	or	or	CCONJ
bracis-28357	167	25	/	/	SYM
bracis-28357	167	26	and	and	CCONJ
bracis-28357	167	27	if	if	SCONJ
bracis-28357	167	28	all	all	DET
bracis-28357	167	29	tasks	task	NOUN
bracis-28357	167	30	have	have	VERB
bracis-28357	167	31	the	the	DET
bracis-28357	167	32	same	same	ADJ
bracis-28357	167	33	difficulty	difficulty	NOUN
bracis-28357	167	34	.	.	PUNCT
bracis-28357	168	1	to	to	PART
bracis-28357	168	2	obtain	obtain	VERB
bracis-28357	168	3	all	all	DET
bracis-28357	168	4	the	the	DET
bracis-28357	168	5	solutions	solution	NOUN
bracis-28357	168	6	for	for	ADP
bracis-28357	168	7	level	level	NOUN
bracis-28357	168	8	3	3	NUM
bracis-28357	168	9	,	,	PUNCT
bracis-28357	168	10	we	we	PRON
bracis-28357	168	11	have	have	VERB
bracis-28357	168	12	to	to	PART
bracis-28357	168	13	present	present	VERB
bracis-28357	168	14	for	for	ADP
bracis-28357	168	15	each	each	DET
bracis-28357	168	16	resource	resource	NOUN
bracis-28357	168	17	exactly	exactly	ADV
bracis-28357	168	18	the	the	DET
bracis-28357	168	19	tasks	task	NOUN
bracis-28357	168	20	that	that	PRON
bracis-28357	168	21	user	user	NOUN
bracis-28357	168	22	can	can	AUX
bracis-28357	168	23	solve	solve	VERB
bracis-28357	168	24	correctly	correctly	ADV
bracis-28357	168	25	.	.	PUNCT
bracis-28357	169	1	one	one	NUM
bracis-28357	169	2	way	way	NOUN
bracis-28357	169	3	to	to	PART
bracis-28357	169	4	relax	relax	VERB
bracis-28357	169	5	the	the	DET
bracis-28357	169	6	levels	level	NOUN
bracis-28357	169	7	is	be	AUX
bracis-28357	169	8	to	to	PART
bracis-28357	169	9	decrease	decrease	VERB
bracis-28357	169	10	the	the	DET
bracis-28357	169	11	number	number	NOUN
bracis-28357	169	12	of	of	ADP
bracis-28357	169	13	solutions	solution	NOUN
bracis-28357	169	14	desired	desire	VERB
bracis-28357	169	15	for	for	ADP
bracis-28357	169	16	each	each	DET
bracis-28357	169	17	task	task	NOUN
bracis-28357	169	18	,	,	PUNCT
bracis-28357	169	19	for	for	ADP
bracis-28357	169	20	example	example	NOUN
bracis-28357	169	21	,	,	PUNCT
bracis-28357	169	22	\(n'(t	\(n'(t	NOUN
bracis-28357	169	23	)	)	PUNCT
bracis-28357	170	1	=	=	SYM
bracis-28357	170	2	n(t	n(t	PROPN
bracis-28357	170	3	)	)	PUNCT
bracis-28357	170	4	\times	\time	VERB
bracis-28357	170	5	0.5\	0.5\	NUM
bracis-28357	170	6	)	)	PUNCT
bracis-28357	170	7	.	.	PUNCT
bracis-28357	171	1	we	we	PRON
bracis-28357	171	2	apply	apply	VERB
bracis-28357	171	3	such	such	ADJ
bracis-28357	171	4	relaxed	relaxed	ADJ
bracis-28357	171	5	version	version	NOUN
bracis-28357	171	6	to	to	PART
bracis-28357	171	7	level	level	VERB
bracis-28357	171	8	3	3	NUM
bracis-28357	171	9	to	to	PART
bracis-28357	171	10	obtain	obtain	VERB
bracis-28357	171	11	the	the	DET
bracis-28357	171	12	level	level	NOUN
bracis-28357	171	13	4	4	NUM
bracis-28357	171	14	.	.	PUNCT
bracis-28357	172	1	another	another	DET
bracis-28357	172	2	more	more	ADV
bracis-28357	172	3	-	-	PUNCT
bracis-28357	172	4	relaxed	relax	VERB
bracis-28357	172	5	level	level	NOUN
bracis-28357	172	6	,	,	PUNCT
bracis-28357	172	7	let	let	VERB
bracis-28357	172	8	’s	’s	NOUN
bracis-28357	172	9	call	call	NOUN
bracis-28357	172	10	level	level	NOUN
bracis-28357	172	11	0	0	NUM
bracis-28357	172	12	,	,	PUNCT
bracis-28357	172	13	is	be	AUX
bracis-28357	172	14	:	:	PUNCT
bracis-28357	172	15	given	give	VERB
bracis-28357	172	16	\(k_{mean}\	\(k_{mean}\	PROPN
bracis-28357	172	17	)	)	PUNCT
bracis-28357	172	18	,	,	PUNCT
bracis-28357	172	19	we	we	PRON
bracis-28357	172	20	compute	compute	VERB
bracis-28357	172	21	n(t	n(t	PROPN
bracis-28357	172	22	)	)	PUNCT
bracis-28357	172	23	and	and	CCONJ
bracis-28357	172	24	m(r	m(r	PROPN
bracis-28357	172	25	)	)	PUNCT
bracis-28357	172	26	as	as	ADP
bracis-28357	172	27	constant	constant	ADJ
bracis-28357	172	28	values	value	NOUN
bracis-28357	172	29	such	such	ADJ
bracis-28357	172	30	that	that	SCONJ
bracis-28357	172	31	$	$	SYM
bracis-28357	172	32	$	$	SYM
bracis-28357	172	33	\begin{aligned	\begin{aligne	VERB
bracis-28357	172	34	}	}	PUNCT
bracis-28357	172	35	|\mathcal	|\mathcal	ADJ
bracis-28357	172	36	{	{	PUNCT
bracis-28357	172	37	r}|	r}|	NOUN
bracis-28357	172	38	\times	\times	ADP
bracis-28357	172	39	m(r	m(r	PROPN
bracis-28357	172	40	)	)	PUNCT
bracis-28357	172	41	\times	\time	VERB
bracis-28357	172	42	k_{mean	k_{mean	ADJ
bracis-28357	172	43	}	}	PUNCT
bracis-28357	172	44	=	=	SYM
bracis-28357	172	45	|\mathcal	|\mathcal	ADJ
bracis-28357	172	46	{	{	PUNCT
bracis-28357	172	47	t}|	t}|	PROPN
bracis-28357	172	48	\times	\times	ADP
bracis-28357	172	49	n(t	n(t	PROPN
bracis-28357	172	50	)	)	PUNCT
bracis-28357	172	51	\end{aligned}$$	\end{aligned}$$	X
bracis-28357	173	1	(	(	PUNCT
bracis-28357	173	2	26	26	NUM
bracis-28357	173	3	)	)	PUNCT
bracis-28357	173	4	for	for	ADP
bracis-28357	173	5	this	this	DET
bracis-28357	173	6	level	level	NOUN
bracis-28357	173	7	,	,	PUNCT
bracis-28357	173	8	we	we	PRON
bracis-28357	173	9	choose	choose	VERB
bracis-28357	173	10	\(m(r	\(m(r	NUM
bracis-28357	173	11	)	)	PUNCT
bracis-28357	174	1	=	=	SYM
bracis-28357	174	2	16	16	NUM
bracis-28357	174	3	\approx	\approx	PROPN
bracis-28357	174	4	\sum	\sum	NOUN
bracis-28357	175	1	_	_	PUNCT
bracis-28357	175	2	{	{	PUNCT
bracis-28357	175	3	t	t	PROPN
bracis-28357	175	4	\in	\in	PROPN
bracis-28357	175	5	\mathcal	\mathcal	PROPN
bracis-28357	175	6	{	{	PUNCT
bracis-28357	175	7	t	t	NOUN
bracis-28357	175	8	}	}	PUNCT
bracis-28357	175	9	}	}	PUNCT
bracis-28357	175	10	k(t)\	k(t)\	PROPN
bracis-28357	175	11	)	)	PUNCT
bracis-28357	175	12	and	and	CCONJ
bracis-28357	175	13	we	we	PRON
bracis-28357	175	14	get	get	VERB
bracis-28357	175	15	\(n(t	\(n(t	NUM
bracis-28357	175	16	)	)	PUNCT
bracis-28357	175	17	=	=	SYM
bracis-28357	176	1	12\	12\	NUM
bracis-28357	176	2	)	)	PUNCT
bracis-28357	176	3	from	from	ADP
bracis-28357	176	4	the	the	DET
bracis-28357	176	5	eq	eq	NOUN
bracis-28357	176	6	.	.	PUNCT
bracis-28357	176	7	 	 	SPACE
bracis-28357	176	8	26	26	NUM
bracis-28357	176	9	with	with	ADP
bracis-28357	176	10	\(k_{mean	\(k_{mean	ADJ
bracis-28357	176	11	}	}	PUNCT
bracis-28357	176	12	=	=	SYM
bracis-28357	176	13	0.34\	0.34\	NUM
bracis-28357	176	14	)	)	PUNCT
bracis-28357	176	15	.	.	PUNCT
bracis-28357	177	1	empirical	empirical	ADJ
bracis-28357	177	2	experiment	experiment	NOUN
bracis-28357	177	3	.	.	PUNCT
bracis-28357	178	1	for	for	ADP
bracis-28357	178	2	each	each	DET
bracis-28357	178	3	difficulty	difficulty	NOUN
bracis-28357	178	4	level	level	NOUN
bracis-28357	178	5	and	and	CCONJ
bracis-28357	178	6	algorithm	algorithm	NOUN
bracis-28357	178	7	,	,	PUNCT
bracis-28357	178	8	we	we	PRON
bracis-28357	178	9	run	run	VERB
bracis-28357	178	10	100	100	NUM
bracis-28357	178	11	episodes	episode	NOUN
bracis-28357	178	12	.	.	PUNCT
bracis-28357	179	1	for	for	ADP
bracis-28357	179	2	each	each	DET
bracis-28357	179	3	episode	episode	NOUN
bracis-28357	179	4	,	,	PUNCT
bracis-28357	179	5	one	one	NUM
bracis-28357	179	6	hundred	hundred	NUM
bracis-28357	179	7	resources	resource	NOUN
bracis-28357	179	8	are	be	AUX
bracis-28357	179	9	used	use	VERB
bracis-28357	179	10	from	from	ADP
bracis-28357	179	11	a	a	DET
bracis-28357	179	12	previous	previous	ADJ
bracis-28357	179	13	random	random	ADJ
bracis-28357	179	14	sample	sample	NOUN
bracis-28357	179	15	among	among	ADP
bracis-28357	179	16	the	the	DET
bracis-28357	179	17	ten	ten	NUM
bracis-28357	179	18	thousand	thousand	NUM
bracis-28357	179	19	available	available	ADJ
bracis-28357	179	20	students	student	NOUN
bracis-28357	179	21	.	.	PUNCT
bracis-28357	180	1	all	all	DET
bracis-28357	180	2	simulations	simulation	NOUN
bracis-28357	180	3	were	be	AUX
bracis-28357	180	4	performed	perform	VERB
bracis-28357	180	5	in	in	ADP
bracis-28357	180	6	a	a	DET
bracis-28357	180	7	google	google	PROPN
bracis-28357	180	8	colaboratory	colaboratory	PROPN
bracis-28357	180	9	environment	environment	NOUN
bracis-28357	180	10	.	.	PUNCT
bracis-28357	181	1	all	all	DET
bracis-28357	181	2	codes	code	NOUN
bracis-28357	181	3	were	be	AUX
bracis-28357	181	4	written	write	VERB
bracis-28357	181	5	in	in	ADP
bracis-28357	181	6	python	python	PROPN
bracis-28357	181	7	3	3	NUM
bracis-28357	181	8	language	language	NOUN
bracis-28357	181	9	.	.	PUNCT
bracis-28357	182	1	to	to	PART
bracis-28357	182	2	solve	solve	VERB
bracis-28357	182	3	lp	lp	NOUN
bracis-28357	182	4	problems	problem	NOUN
bracis-28357	182	5	,	,	PUNCT
bracis-28357	182	6	we	we	PRON
bracis-28357	182	7	used	use	VERB
bracis-28357	182	8	the	the	DET
bracis-28357	182	9	pulp	pulp	NOUN
bracis-28357	182	10	module	module	NOUN
bracis-28357	182	11	and	and	CCONJ
bracis-28357	182	12	the	the	DET
bracis-28357	182	13	open	open	ADJ
bracis-28357	182	14	-	-	PUNCT
bracis-28357	182	15	source	source	NOUN
bracis-28357	182	16	solver	solver	NOUN
bracis-28357	182	17	coin	coin	NOUN
bracis-28357	182	18	-	-	PUNCT
bracis-28357	182	19	or	or	CCONJ
bracis-28357	182	20	branch	branch	NOUN
bracis-28357	182	21	and	and	CCONJ
bracis-28357	182	22	cut	cut	NOUN
bracis-28357	182	23	(	(	PUNCT
bracis-28357	182	24	cbc	cbc	PROPN
bracis-28357	182	25	)	)	PUNCT
bracis-28357	183	1	[	[	X
bracis-28357	183	2	22	22	NUM
bracis-28357	183	3	]	]	PUNCT
bracis-28357	183	4	.	.	PUNCT
bracis-28357	184	1	5.3	5.3	NUM
bracis-28357	184	2	results	result	NOUN
bracis-28357	184	3	using	use	VERB
bracis-28357	184	4	real	real	ADJ
bracis-28357	184	5	world	world	NOUN
bracis-28357	184	6	data	datum	NOUN
bracis-28357	184	7	we	we	PRON
bracis-28357	184	8	use	use	VERB
bracis-28357	184	9	the	the	DET
bracis-28357	184	10	five	five	NUM
bracis-28357	184	11	levels	level	NOUN
bracis-28357	184	12	defined	define	VERB
bracis-28357	184	13	before	before	ADV
bracis-28357	184	14	to	to	PART
bracis-28357	184	15	evaluate	evaluate	VERB
bracis-28357	184	16	our	our	PRON
bracis-28357	184	17	proposed	propose	VERB
bracis-28357	184	18	algorithms	algorithm	NOUN
bracis-28357	184	19	.	.	PUNCT
bracis-28357	185	1	the	the	DET
bracis-28357	185	2	results	result	NOUN
bracis-28357	185	3	obtained	obtain	VERB
bracis-28357	185	4	for	for	ADP
bracis-28357	185	5	each	each	DET
bracis-28357	185	6	level	level	NOUN
bracis-28357	185	7	and	and	CCONJ
bracis-28357	185	8	in	in	ADP
bracis-28357	185	9	each	each	DET
bracis-28357	185	10	scenario	scenario	NOUN
bracis-28357	185	11	are	be	AUX
bracis-28357	185	12	shown	show	VERB
bracis-28357	185	13	in	in	ADP
bracis-28357	185	14	the	the	DET
bracis-28357	185	15	table	table	NOUN
bracis-28357	185	16	1	1	NUM
bracis-28357	185	17	.	.	PUNCT
bracis-28357	186	1	the	the	DET
bracis-28357	186	2	proposed	propose	VERB
bracis-28357	186	3	approaches	approach	NOUN
bracis-28357	186	4	are	be	AUX
bracis-28357	186	5	compared	compare	VERB
bracis-28357	186	6	against	against	ADP
bracis-28357	186	7	two	two	NUM
bracis-28357	186	8	baselines	baseline	NOUN
bracis-28357	186	9	:	:	PUNCT
bracis-28357	186	10	the	the	DET
bracis-28357	186	11	uniform	uniform	ADJ
bracis-28357	186	12	random	random	ADJ
bracis-28357	186	13	selection	selection	NOUN
bracis-28357	186	14	and	and	CCONJ
bracis-28357	186	15	the	the	DET
bracis-28357	186	16	heuristic	heuristic	NOUN
bracis-28357	186	17	easier	easier	ADV
bracis-28357	186	18	first	first	ADV
bracis-28357	186	19	.	.	PUNCT
bracis-28357	187	1	the	the	DET
bracis-28357	187	2	comparison	comparison	NOUN
bracis-28357	187	3	is	be	AUX
bracis-28357	187	4	by	by	ADP
bracis-28357	187	5	the	the	DET
bracis-28357	187	6	number	number	NOUN
bracis-28357	187	7	of	of	ADP
bracis-28357	187	8	tasks	task	NOUN
bracis-28357	187	9	solved	solve	VERB
bracis-28357	187	10	correctly	correctly	ADV
bracis-28357	187	11	.	.	PUNCT
bracis-28357	188	1	besides	besides	SCONJ
bracis-28357	188	2	solving	solve	VERB
bracis-28357	188	3	each	each	DET
bracis-28357	188	4	scenario	scenario	NOUN
bracis-28357	188	5	with	with	ADP
bracis-28357	188	6	the	the	DET
bracis-28357	188	7	corresponding	corresponding	ADJ
bracis-28357	188	8	time	time	NOUN
bracis-28357	188	9	abstraction	abstraction	NOUN
bracis-28357	188	10	,	,	PUNCT
bracis-28357	188	11	we	we	PRON
bracis-28357	188	12	also	also	ADV
bracis-28357	188	13	apply	apply	VERB
bracis-28357	188	14	per	per	ADP
bracis-28357	188	15	round	round	ADJ
bracis-28357	188	16	algorithm	algorithm	NOUN
bracis-28357	188	17	to	to	ADP
bracis-28357	188	18	the	the	DET
bracis-28357	188	19	scenario	scenario	NOUN
bracis-28357	188	20	kk	kk	PROPN
bracis-28357	188	21	to	to	PART
bracis-28357	188	22	be	be	AUX
bracis-28357	188	23	contingent	contingent	ADJ
bracis-28357	188	24	on	on	ADP
bracis-28357	188	25	trial	trial	NOUN
bracis-28357	188	26	results	result	NOUN
bracis-28357	188	27	.	.	PUNCT
bracis-28357	189	1	table	table	NOUN
bracis-28357	189	2	1	1	NUM
bracis-28357	189	3	.	.	PUNCT
bracis-28357	189	4	results	result	NOUN
bracis-28357	189	5	for	for	ADP
bracis-28357	189	6	all	all	DET
bracis-28357	189	7	scenarios	scenario	NOUN
bracis-28357	189	8	and	and	CCONJ
bracis-28357	189	9	algorithms.full	algorithms.full	NOUN
bracis-28357	189	10	size	size	NOUN
bracis-28357	189	11	table	table	NOUN
bracis-28357	189	12	discussion	discussion	NOUN
bracis-28357	189	13	.	.	PUNCT
bracis-28357	190	1	regardless	regardless	ADV
bracis-28357	190	2	of	of	ADP
bracis-28357	190	3	the	the	DET
bracis-28357	190	4	knowledge	knowledge	NOUN
bracis-28357	190	5	of	of	ADP
bracis-28357	190	6	the	the	DET
bracis-28357	190	7	resource	resource	NOUN
bracis-28357	190	8	’s	’s	PART
bracis-28357	190	9	ability	ability	NOUN
bracis-28357	190	10	to	to	PART
bracis-28357	190	11	solve	solve	VERB
bracis-28357	190	12	the	the	DET
bracis-28357	190	13	tasks	task	NOUN
bracis-28357	190	14	,	,	PUNCT
bracis-28357	190	15	the	the	DET
bracis-28357	190	16	algorithms	algorithms	PROPN
bracis-28357	190	17	lppe	lppe	PROPN
bracis-28357	190	18	,	,	PUNCT
bracis-28357	190	19	lppr	lppr	NOUN
bracis-28357	190	20	,	,	PUNCT
bracis-28357	190	21	and	and	CCONJ
bracis-28357	190	22	lpps	lpp	NOUN
bracis-28357	190	23	obtained	obtain	VERB
bracis-28357	190	24	quantities	quantity	NOUN
bracis-28357	190	25	of	of	ADP
bracis-28357	190	26	solutions	solution	NOUN
bracis-28357	190	27	greater	great	ADJ
bracis-28357	190	28	than	than	ADP
bracis-28357	190	29	the	the	DET
bracis-28357	190	30	baselines	baseline	NOUN
bracis-28357	190	31	(	(	PUNCT
bracis-28357	190	32	random	random	ADJ
bracis-28357	190	33	and	and	CCONJ
bracis-28357	190	34	easier	easy	ADJ
bracis-28357	190	35	first	first	ADV
bracis-28357	190	36	)	)	PUNCT
bracis-28357	190	37	for	for	ADP
bracis-28357	190	38	all	all	DET
bracis-28357	190	39	levels	level	NOUN
bracis-28357	190	40	.	.	PUNCT
bracis-28357	191	1	in	in	ADP
bracis-28357	191	2	the	the	DET
bracis-28357	191	3	case	case	NOUN
bracis-28357	191	4	resources	resource	NOUN
bracis-28357	191	5	’	'	PUNCT
bracis-28357	191	6	abilities	ability	NOUN
bracis-28357	191	7	are	be	AUX
bracis-28357	191	8	well	well	ADV
bracis-28357	191	9	known	know	VERB
bracis-28357	191	10	,	,	PUNCT
bracis-28357	191	11	the	the	DET
bracis-28357	191	12	algorithms	algorithms	NOUN
bracis-28357	191	13	lppe	lppe	NOUN
bracis-28357	191	14	and	and	CCONJ
bracis-28357	191	15	lppr	lppr	NOUN
bracis-28357	191	16	are	be	AUX
bracis-28357	191	17	better	well	ADJ
bracis-28357	191	18	than	than	ADP
bracis-28357	191	19	the	the	DET
bracis-28357	191	20	baselines	baseline	NOUN
bracis-28357	191	21	and	and	CCONJ
bracis-28357	191	22	can	can	AUX
bracis-28357	191	23	be	be	AUX
bracis-28357	191	24	computed	compute	VERB
bracis-28357	191	25	in	in	ADP
bracis-28357	191	26	a	a	DET
bracis-28357	191	27	feasible	feasible	ADJ
bracis-28357	191	28	time	time	NOUN
bracis-28357	191	29	(	(	PUNCT
bracis-28357	191	30	less	less	ADJ
bracis-28357	191	31	than	than	ADP
bracis-28357	191	32	three	three	NUM
bracis-28357	191	33	minutes	minute	NOUN
bracis-28357	191	34	per	per	ADP
bracis-28357	191	35	episode	episode	NOUN
bracis-28357	191	36	)	)	PUNCT
bracis-28357	191	37	.	.	PUNCT
bracis-28357	192	1	if	if	SCONJ
bracis-28357	192	2	we	we	PRON
bracis-28357	192	3	do	do	AUX
bracis-28357	192	4	not	not	PART
bracis-28357	192	5	know	know	VERB
bracis-28357	192	6	the	the	DET
bracis-28357	192	7	ability	ability	NOUN
bracis-28357	192	8	of	of	ADP
bracis-28357	192	9	the	the	DET
bracis-28357	192	10	resources	resource	NOUN
bracis-28357	192	11	to	to	PART
bracis-28357	192	12	whom	whom	PRON
bracis-28357	192	13	the	the	DET
bracis-28357	192	14	tasks	task	NOUN
bracis-28357	192	15	should	should	AUX
bracis-28357	192	16	be	be	AUX
bracis-28357	192	17	submitted	submit	VERB
bracis-28357	192	18	,	,	PUNCT
bracis-28357	192	19	we	we	PRON
bracis-28357	192	20	use	use	VERB
bracis-28357	192	21	the	the	DET
bracis-28357	192	22	algorithm	algorithm	NOUN
bracis-28357	192	23	lpps	lpp	NOUN
bracis-28357	192	24	,	,	PUNCT
bracis-28357	192	25	which	which	PRON
bracis-28357	192	26	furnished	furnish	VERB
bracis-28357	192	27	a	a	DET
bracis-28357	192	28	better	well	ADJ
bracis-28357	192	29	allocation	allocation	NOUN
bracis-28357	192	30	than	than	ADP
bracis-28357	192	31	the	the	DET
bracis-28357	192	32	baselines	baseline	NOUN
bracis-28357	192	33	for	for	ADP
bracis-28357	192	34	all	all	DET
bracis-28357	192	35	five	five	NUM
bracis-28357	192	36	levels	level	NOUN
bracis-28357	192	37	.	.	PUNCT
bracis-28357	193	1	the	the	DET
bracis-28357	193	2	algorithm	algorithm	NOUN
bracis-28357	193	3	lpps	lpps	NOUN
bracis-28357	193	4	takes	take	VERB
bracis-28357	193	5	about	about	ADV
bracis-28357	193	6	forty	forty	NUM
bracis-28357	193	7	minutes	minute	NOUN
bracis-28357	193	8	per	per	ADP
bracis-28357	193	9	episode	episode	NOUN
bracis-28357	193	10	,	,	PUNCT
bracis-28357	193	11	and	and	CCONJ
bracis-28357	193	12	the	the	DET
bracis-28357	193	13	resources	resource	NOUN
bracis-28357	193	14	need	need	VERB
bracis-28357	193	15	to	to	PART
bracis-28357	193	16	wait	wait	VERB
bracis-28357	193	17	no	no	DET
bracis-28357	193	18	more	more	ADJ
bracis-28357	193	19	than	than	ADP
bracis-28357	193	20	1.7	1.7	NUM
bracis-28357	193	21	s	s	NOUN
bracis-28357	193	22	to	to	PART
bracis-28357	193	23	receive	receive	VERB
bracis-28357	193	24	a	a	DET
bracis-28357	193	25	task	task	NOUN
bracis-28357	193	26	to	to	PART
bracis-28357	193	27	try	try	VERB
bracis-28357	193	28	to	to	PART
bracis-28357	193	29	solve	solve	VERB
bracis-28357	193	30	(	(	PUNCT
bracis-28357	193	31	it	it	PRON
bracis-28357	193	32	was	be	AUX
bracis-28357	193	33	the	the	DET
bracis-28357	193	34	case	case	NOUN
bracis-28357	193	35	of	of	ADP
bracis-28357	193	36	the	the	DET
bracis-28357	193	37	level	level	NOUN
bracis-28357	193	38	0	0	NUM
bracis-28357	193	39	,	,	PUNCT
bracis-28357	193	40	with	with	ADP
bracis-28357	193	41	the	the	DET
bracis-28357	193	42	results	result	NOUN
bracis-28357	193	43	shown	show	VERB
bracis-28357	193	44	on	on	ADP
bracis-28357	193	45	table	table	NOUN
bracis-28357	193	46	1	1	NUM
bracis-28357	193	47	)	)	PUNCT
bracis-28357	193	48	.	.	PUNCT
bracis-28357	194	1	note	note	VERB
bracis-28357	194	2	that	that	SCONJ
bracis-28357	194	3	the	the	DET
bracis-28357	194	4	algorithms	algorithm	NOUN
bracis-28357	194	5	only	only	ADV
bracis-28357	194	6	make	make	VERB
bracis-28357	194	7	sense	sense	NOUN
bracis-28357	194	8	to	to	PART
bracis-28357	194	9	be	be	AUX
bracis-28357	194	10	applied	apply	VERB
bracis-28357	194	11	in	in	ADP
bracis-28357	194	12	certain	certain	ADJ
bracis-28357	194	13	scenarios	scenario	NOUN
bracis-28357	194	14	.	.	PUNCT
bracis-28357	195	1	for	for	ADP
bracis-28357	195	2	example	example	NOUN
bracis-28357	195	3	,	,	PUNCT
bracis-28357	195	4	in	in	ADP
bracis-28357	195	5	scenario	scenario	NOUN
bracis-28357	195	6	uu	uu	ADJ
bracis-28357	195	7	,	,	PUNCT
bracis-28357	195	8	it	it	PRON
bracis-28357	195	9	does	do	AUX
bracis-28357	195	10	n’t	not	PART
bracis-28357	195	11	make	make	VERB
bracis-28357	195	12	sense	sense	NOUN
bracis-28357	195	13	to	to	PART
bracis-28357	195	14	use	use	VERB
bracis-28357	195	15	the	the	DET
bracis-28357	195	16	per	per	ADJ
bracis-28357	195	17	episode	episode	NOUN
bracis-28357	195	18	algorithm	algorithm	NOUN
bracis-28357	195	19	since	since	SCONJ
bracis-28357	195	20	we	we	PRON
bracis-28357	195	21	will	will	AUX
bracis-28357	195	22	allocate	allocate	VERB
bracis-28357	195	23	the	the	DET
bracis-28357	195	24	tasks	task	NOUN
bracis-28357	195	25	based	base	VERB
bracis-28357	195	26	on	on	ADP
bracis-28357	195	27	the	the	DET
bracis-28357	195	28	solution	solution	NOUN
bracis-28357	195	29	of	of	ADP
bracis-28357	195	30	an	an	DET
bracis-28357	195	31	lp	lp	ADJ
bracis-28357	195	32	problem	problem	NOUN
bracis-28357	195	33	whose	whose	DET
bracis-28357	195	34	resources	resource	NOUN
bracis-28357	195	35	’	'	PUNCT
bracis-28357	195	36	abilities	ability	NOUN
bracis-28357	195	37	were	be	AUX
bracis-28357	195	38	unknown	unknown	ADJ
bracis-28357	195	39	.	.	PUNCT
bracis-28357	196	1	also	also	ADV
bracis-28357	196	2	,	,	PUNCT
bracis-28357	196	3	if	if	SCONJ
bracis-28357	196	4	we	we	PRON
bracis-28357	196	5	are	be	AUX
bracis-28357	196	6	in	in	ADP
bracis-28357	196	7	the	the	DET
bracis-28357	196	8	scenario	scenario	NOUN
bracis-28357	196	9	kk	kk	PROPN
bracis-28357	196	10	,	,	PUNCT
bracis-28357	196	11	it	it	PRON
bracis-28357	196	12	is	be	AUX
bracis-28357	196	13	not	not	PART
bracis-28357	196	14	necessary	necessary	ADJ
bracis-28357	196	15	to	to	PART
bracis-28357	196	16	solve	solve	VERB
bracis-28357	196	17	an	an	DET
bracis-28357	196	18	lp	lp	ADJ
bracis-28357	196	19	problem	problem	NOUN
bracis-28357	196	20	at	at	ADP
bracis-28357	196	21	each	each	DET
bracis-28357	196	22	step	step	NOUN
bracis-28357	196	23	if	if	SCONJ
bracis-28357	196	24	the	the	DET
bracis-28357	196	25	resources	resource	NOUN
bracis-28357	196	26	’	'	PUNCT
bracis-28357	196	27	abilities	ability	NOUN
bracis-28357	196	28	are	be	AUX
bracis-28357	196	29	well	well	ADV
bracis-28357	196	30	known	know	VERB
bracis-28357	196	31	from	from	ADP
bracis-28357	196	32	the	the	DET
bracis-28357	196	33	beginning	beginning	NOUN
bracis-28357	196	34	.	.	PUNCT
bracis-28357	197	1	to	to	PART
bracis-28357	197	2	better	well	ADV
bracis-28357	197	3	visualize	visualize	VERB
bracis-28357	197	4	the	the	DET
bracis-28357	197	5	results	result	NOUN
bracis-28357	197	6	,	,	PUNCT
bracis-28357	197	7	box	box	PROPN
bracis-28357	197	8	plot	plot	NOUN
bracis-28357	197	9	graphics	graphic	NOUN
bracis-28357	197	10	are	be	AUX
bracis-28357	197	11	shown	show	VERB
bracis-28357	197	12	for	for	ADP
bracis-28357	197	13	all	all	DET
bracis-28357	197	14	scenarios	scenario	NOUN
bracis-28357	197	15	,	,	PUNCT
bracis-28357	197	16	levels	level	NOUN
bracis-28357	197	17	,	,	PUNCT
bracis-28357	197	18	and	and	CCONJ
bracis-28357	197	19	algorithms	algorithm	NOUN
bracis-28357	197	20	in	in	ADP
bracis-28357	197	21	fig	fig	NOUN
bracis-28357	197	22	.	.	PUNCT
bracis-28357	197	23	 	 	SPACE
bracis-28357	198	1	1	1	X
bracis-28357	198	2	.	.	PUNCT
bracis-28357	199	1	the	the	DET
bracis-28357	199	2	name	name	NOUN
bracis-28357	199	3	of	of	ADP
bracis-28357	199	4	the	the	DET
bracis-28357	199	5	algorithms	algorithm	NOUN
bracis-28357	199	6	are	be	AUX
bracis-28357	199	7	abbreviated	abbreviate	VERB
bracis-28357	199	8	:	:	PUNCT
bracis-28357	199	9	random	random	ADJ
bracis-28357	199	10	(	(	PUNCT
bracis-28357	199	11	rand	rand	NOUN
bracis-28357	199	12	)	)	PUNCT
bracis-28357	199	13	,	,	PUNCT
bracis-28357	199	14	easier	easy	ADJ
bracis-28357	199	15	first	first	ADV
bracis-28357	199	16	(	(	PUNCT
bracis-28357	199	17	e	e	NOUN
bracis-28357	199	18	-	-	NOUN
bracis-28357	199	19	f	f	NOUN
bracis-28357	199	20	)	)	PUNCT
bracis-28357	199	21	,	,	PUNCT
bracis-28357	199	22	per	per	ADP
bracis-28357	199	23	episode	episode	NOUN
bracis-28357	199	24	(	(	PUNCT
bracis-28357	199	25	ep	ep	PROPN
bracis-28357	199	26	)	)	PUNCT
bracis-28357	199	27	,	,	PUNCT
bracis-28357	199	28	per	per	ADP
bracis-28357	199	29	round	round	NOUN
bracis-28357	199	30	(	(	PUNCT
bracis-28357	199	31	res	re	NOUN
bracis-28357	199	32	)	)	PUNCT
bracis-28357	199	33	,	,	PUNCT
bracis-28357	199	34	and	and	CCONJ
bracis-28357	199	35	per	per	ADP
bracis-28357	199	36	step	step	NOUN
bracis-28357	199	37	(	(	PUNCT
bracis-28357	199	38	sub	sub	NOUN
bracis-28357	199	39	)	)	PUNCT
bracis-28357	199	40	.	.	PUNCT
bracis-28357	200	1	fig	fig	NOUN
bracis-28357	200	2	.	.	PUNCT
bracis-28357	201	1	1	1	X
bracis-28357	201	2	.	.	X
bracis-28357	201	3	box	box	NOUN
bracis-28357	201	4	plots	plot	NOUN
bracis-28357	201	5	results	result	NOUN
bracis-28357	201	6	for	for	ADP
bracis-28357	201	7	all	all	DET
bracis-28357	201	8	scenarios	scenario	NOUN
bracis-28357	201	9	and	and	CCONJ
bracis-28357	201	10	levels	level	NOUN
bracis-28357	201	11	full	full	ADJ
bracis-28357	201	12	size	size	NOUN
bracis-28357	201	13	image	image	NOUN
bracis-28357	201	14	to	to	PART
bracis-28357	201	15	better	well	ADV
bracis-28357	201	16	analyze	analyze	VERB
bracis-28357	201	17	the	the	DET
bracis-28357	201	18	results	result	NOUN
bracis-28357	201	19	,	,	PUNCT
bracis-28357	201	20	we	we	PRON
bracis-28357	201	21	used	use	VERB
bracis-28357	201	22	statistical	statistical	ADJ
bracis-28357	201	23	tests	test	NOUN
bracis-28357	201	24	to	to	PART
bracis-28357	201	25	verify	verify	VERB
bracis-28357	201	26	which	which	DET
bracis-28357	201	27	algorithm	algorithm	NOUN
bracis-28357	201	28	produced	produce	VERB
bracis-28357	201	29	the	the	DET
bracis-28357	201	30	higher	high	ADJ
bracis-28357	201	31	number	number	NOUN
bracis-28357	201	32	of	of	ADP
bracis-28357	201	33	solutions	solution	NOUN
bracis-28357	201	34	.	.	PUNCT
bracis-28357	202	1	the	the	DET
bracis-28357	202	2	first	first	ADJ
bracis-28357	202	3	step	step	NOUN
bracis-28357	202	4	was	be	AUX
bracis-28357	202	5	to	to	PART
bracis-28357	202	6	use	use	VERB
bracis-28357	202	7	the	the	DET
bracis-28357	202	8	shapiro	shapiro	PROPN
bracis-28357	202	9	-	-	PUNCT
bracis-28357	202	10	wilk	wilk	NOUN
bracis-28357	202	11	test	test	NOUN
bracis-28357	202	12	to	to	PART
bracis-28357	202	13	determine	determine	VERB
bracis-28357	202	14	the	the	DET
bracis-28357	202	15	data	datum	NOUN
bracis-28357	202	16	normality	normality	NOUN
bracis-28357	202	17	.	.	PUNCT
bracis-28357	203	1	with	with	ADP
bracis-28357	203	2	\(95\%\	\(95\%\	NUM
bracis-28357	203	3	)	)	PUNCT
bracis-28357	203	4	of	of	ADP
bracis-28357	203	5	significance	significance	NOUN
bracis-28357	203	6	,	,	PUNCT
bracis-28357	203	7	the	the	DET
bracis-28357	203	8	data	datum	NOUN
bracis-28357	203	9	do	do	AUX
bracis-28357	203	10	not	not	PART
bracis-28357	203	11	deviate	deviate	VERB
bracis-28357	203	12	from	from	ADP
bracis-28357	203	13	a	a	DET
bracis-28357	203	14	normal	normal	ADJ
bracis-28357	203	15	distribution	distribution	NOUN
bracis-28357	203	16	,	,	PUNCT
bracis-28357	203	17	except	except	SCONJ
bracis-28357	203	18	for	for	ADP
bracis-28357	203	19	the	the	DET
bracis-28357	203	20	results	result	NOUN
bracis-28357	203	21	for	for	ADP
bracis-28357	203	22	some	some	DET
bracis-28357	203	23	algorithms	algorithm	NOUN
bracis-28357	203	24	of	of	ADP
bracis-28357	203	25	level	level	NOUN
bracis-28357	203	26	0	0	NUM
bracis-28357	203	27	.	.	PUNCT
bracis-28357	204	1	as	as	SCONJ
bracis-28357	204	2	we	we	PRON
bracis-28357	204	3	have	have	VERB
bracis-28357	204	4	a	a	DET
bracis-28357	204	5	lot	lot	NOUN
bracis-28357	204	6	of	of	ADP
bracis-28357	204	7	samples	sample	NOUN
bracis-28357	204	8	(	(	PUNCT
bracis-28357	204	9	100	100	NUM
bracis-28357	204	10	per	per	ADP
bracis-28357	204	11	episode	episode	NOUN
bracis-28357	204	12	)	)	PUNCT
bracis-28357	204	13	,	,	PUNCT
bracis-28357	204	14	we	we	PRON
bracis-28357	204	15	used	use	VERB
bracis-28357	204	16	the	the	DET
bracis-28357	204	17	analysis	analysis	NOUN
bracis-28357	204	18	of	of	ADP
bracis-28357	204	19	variance	variance	NOUN
bracis-28357	204	20	(	(	PUNCT
bracis-28357	204	21	anova	anova	PROPN
bracis-28357	204	22	)	)	PUNCT
bracis-28357	204	23	test	test	NOUN
bracis-28357	204	24	to	to	PART
bracis-28357	204	25	compare	compare	VERB
bracis-28357	204	26	the	the	DET
bracis-28357	204	27	algorithms	algorithm	NOUN
bracis-28357	204	28	for	for	ADP
bracis-28357	204	29	each	each	DET
bracis-28357	204	30	scenario	scenario	NOUN
bracis-28357	204	31	in	in	ADP
bracis-28357	204	32	all	all	DET
bracis-28357	204	33	levels	level	NOUN
bracis-28357	204	34	,	,	PUNCT
bracis-28357	204	35	including	include	VERB
bracis-28357	204	36	level	level	NOUN
bracis-28357	204	37	0	0	NUM
bracis-28357	204	38	.	.	PUNCT
bracis-28357	205	1	the	the	DET
bracis-28357	205	2	results	result	NOUN
bracis-28357	205	3	of	of	ADP
bracis-28357	205	4	the	the	DET
bracis-28357	205	5	anova	anova	PROPN
bracis-28357	205	6	tests	test	NOUN
bracis-28357	205	7	determined	determine	VERB
bracis-28357	205	8	that	that	SCONJ
bracis-28357	205	9	for	for	ADP
bracis-28357	205	10	all	all	DET
bracis-28357	205	11	scenarios	scenario	NOUN
bracis-28357	205	12	in	in	ADP
bracis-28357	205	13	all	all	DET
bracis-28357	205	14	levels	level	NOUN
bracis-28357	205	15	,	,	PUNCT
bracis-28357	205	16	there	there	PRON
bracis-28357	205	17	are	be	VERB
bracis-28357	205	18	statistically	statistically	ADV
bracis-28357	205	19	significant	significant	ADJ
bracis-28357	205	20	differences	difference	NOUN
bracis-28357	205	21	,	,	PUNCT
bracis-28357	205	22	with	with	ADP
bracis-28357	205	23	\(95\%\	\(95\%\	NUM
bracis-28357	205	24	)	)	PUNCT
bracis-28357	205	25	of	of	ADP
bracis-28357	205	26	significance	significance	NOUN
bracis-28357	205	27	.	.	PUNCT
bracis-28357	206	1	from	from	ADP
bracis-28357	206	2	the	the	DET
bracis-28357	206	3	anova	anova	PROPN
bracis-28357	206	4	test	test	NOUN
bracis-28357	206	5	results	result	NOUN
bracis-28357	206	6	,	,	PUNCT
bracis-28357	206	7	the	the	DET
bracis-28357	206	8	number	number	NOUN
bracis-28357	206	9	of	of	ADP
bracis-28357	206	10	solutions	solution	NOUN
bracis-28357	206	11	is	be	AUX
bracis-28357	206	12	not	not	PART
bracis-28357	206	13	statistically	statistically	ADV
bracis-28357	206	14	equivalent	equivalent	ADJ
bracis-28357	206	15	between	between	ADP
bracis-28357	206	16	the	the	DET
bracis-28357	206	17	algorithms	algorithm	NOUN
bracis-28357	206	18	used	use	VERB
bracis-28357	206	19	in	in	ADP
bracis-28357	206	20	each	each	DET
bracis-28357	206	21	scenario	scenario	NOUN
bracis-28357	206	22	and	and	CCONJ
bracis-28357	206	23	level	level	NOUN
bracis-28357	206	24	.	.	PUNCT
bracis-28357	207	1	then	then	ADV
bracis-28357	207	2	,	,	PUNCT
bracis-28357	207	3	we	we	PRON
bracis-28357	207	4	used	use	VERB
bracis-28357	207	5	the	the	DET
bracis-28357	207	6	tukey	tukey	NOUN
bracis-28357	207	7	pairwise	pairwise	NOUN
bracis-28357	207	8	multiple	multiple	ADJ
bracis-28357	207	9	comparisons	comparison	NOUN
bracis-28357	207	10	(	(	PUNCT
bracis-28357	207	11	post	post	X
bracis-28357	207	12	hoc	hoc	X
bracis-28357	207	13	)	)	PUNCT
bracis-28357	207	14	test	test	NOUN
bracis-28357	207	15	to	to	PART
bracis-28357	207	16	verify	verify	VERB
bracis-28357	207	17	which	which	PRON
bracis-28357	207	18	means	mean	VERB
bracis-28357	207	19	differ	differ	VERB
bracis-28357	207	20	,	,	PUNCT
bracis-28357	207	21	with	with	ADP
bracis-28357	207	22	\(95\%\	\(95\%\	NUM
bracis-28357	207	23	)	)	PUNCT
bracis-28357	207	24	of	of	ADP
bracis-28357	207	25	significance	significance	NOUN
bracis-28357	207	26	.	.	PUNCT
bracis-28357	208	1	specific	specific	ADJ
bracis-28357	208	2	algorithms	algorithm	NOUN
bracis-28357	208	3	are	be	AUX
bracis-28357	208	4	used	use	VERB
bracis-28357	208	5	in	in	ADP
bracis-28357	208	6	each	each	DET
bracis-28357	208	7	scenario	scenario	NOUN
bracis-28357	208	8	:	:	PUNCT
bracis-28357	208	9	kk	kk	ADJ
bracis-28357	208	10	:	:	PUNCT
bracis-28357	208	11	random	random	ADJ
bracis-28357	208	12	;	;	PUNCT
bracis-28357	208	13	easier	easy	ADJ
bracis-28357	208	14	first	first	ADV
bracis-28357	208	15	;	;	PUNCT
bracis-28357	208	16	per	per	ADP
bracis-28357	208	17	episode	episode	NOUN
bracis-28357	208	18	;	;	PUNCT
bracis-28357	208	19	and	and	CCONJ
bracis-28357	208	20	per	per	ADP
bracis-28357	208	21	round	round	NOUN
bracis-28357	208	22	.	.	PUNCT
bracis-28357	209	1	ku	ku	NOUN
bracis-28357	209	2	:	:	PUNCT
bracis-28357	209	3	random	random	ADJ
bracis-28357	209	4	;	;	PUNCT
bracis-28357	209	5	easier	easy	ADJ
bracis-28357	209	6	first	first	ADV
bracis-28357	209	7	;	;	PUNCT
bracis-28357	209	8	and	and	CCONJ
bracis-28357	209	9	per	per	ADP
bracis-28357	209	10	round	round	NOUN
bracis-28357	209	11	.	.	PUNCT
bracis-28357	210	1	uu	uu	ADJ
bracis-28357	210	2	:	:	PUNCT
bracis-28357	210	3	random	random	ADJ
bracis-28357	210	4	;	;	PUNCT
bracis-28357	210	5	easier	easy	ADJ
bracis-28357	210	6	first	first	ADV
bracis-28357	210	7	;	;	PUNCT
bracis-28357	210	8	and	and	CCONJ
bracis-28357	210	9	per	per	ADP
bracis-28357	210	10	step	step	NOUN
bracis-28357	210	11	.	.	PUNCT
bracis-28357	211	1	from	from	ADP
bracis-28357	211	2	the	the	DET
bracis-28357	211	3	results	result	NOUN
bracis-28357	211	4	of	of	ADP
bracis-28357	211	5	the	the	DET
bracis-28357	211	6	tukey	tukey	PROPN
bracis-28357	211	7	post	post	X
bracis-28357	211	8	hoc	hoc	X
bracis-28357	211	9	test	test	NOUN
bracis-28357	211	10	,	,	PUNCT
bracis-28357	211	11	the	the	DET
bracis-28357	211	12	proposed	propose	VERB
bracis-28357	211	13	algorithms	algorithm	NOUN
bracis-28357	211	14	per	per	ADP
bracis-28357	211	15	episode	episode	NOUN
bracis-28357	211	16	,	,	PUNCT
bracis-28357	211	17	per	per	ADP
bracis-28357	211	18	round	round	NOUN
bracis-28357	211	19	and	and	CCONJ
bracis-28357	211	20	per	per	ADP
bracis-28357	211	21	step	step	NOUN
bracis-28357	211	22	are	be	AUX
bracis-28357	211	23	better	well	ADJ
bracis-28357	211	24	than	than	ADP
bracis-28357	211	25	the	the	DET
bracis-28357	211	26	baselines	baseline	NOUN
bracis-28357	211	27	(	(	PUNCT
bracis-28357	211	28	random	random	ADJ
bracis-28357	211	29	and	and	CCONJ
bracis-28357	211	30	easier	easy	ADJ
bracis-28357	211	31	first	first	ADV
bracis-28357	211	32	)	)	PUNCT
bracis-28357	211	33	for	for	ADP
bracis-28357	211	34	all	all	DET
bracis-28357	211	35	scenarios	scenario	NOUN
bracis-28357	211	36	in	in	ADP
bracis-28357	211	37	all	all	DET
bracis-28357	211	38	levels	level	NOUN
bracis-28357	211	39	,	,	PUNCT
bracis-28357	211	40	except	except	SCONJ
bracis-28357	211	41	for	for	ADP
bracis-28357	211	42	the	the	DET
bracis-28357	211	43	algorithm	algorithm	NOUN
bracis-28357	211	44	lpps	lpp	NOUN
bracis-28357	211	45	and	and	CCONJ
bracis-28357	211	46	the	the	DET
bracis-28357	211	47	baseline	baseline	NOUN
bracis-28357	211	48	easier	easy	ADJ
bracis-28357	211	49	first	first	ADV
bracis-28357	211	50	in	in	ADP
bracis-28357	211	51	the	the	DET
bracis-28357	211	52	scenario	scenario	NOUN
bracis-28357	211	53	uu	uu	INTJ
bracis-28357	211	54	at	at	ADP
bracis-28357	211	55	level	level	NOUN
bracis-28357	211	56	3	3	NUM
bracis-28357	211	57	.	.	PUNCT
bracis-28357	212	1	in	in	ADP
bracis-28357	212	2	this	this	DET
bracis-28357	212	3	comparison	comparison	NOUN
bracis-28357	212	4	,	,	PUNCT
bracis-28357	212	5	the	the	DET
bracis-28357	212	6	tukey	tukey	NOUN
bracis-28357	212	7	test	test	NOUN
bracis-28357	212	8	resulted	result	VERB
bracis-28357	212	9	in	in	ADP
bracis-28357	212	10	no	no	DET
bracis-28357	212	11	statistical	statistical	ADJ
bracis-28357	212	12	difference	difference	NOUN
bracis-28357	212	13	in	in	ADP
bracis-28357	212	14	the	the	DET
bracis-28357	212	15	number	number	NOUN
bracis-28357	212	16	of	of	ADP
bracis-28357	212	17	solutions	solution	NOUN
bracis-28357	212	18	.	.	PUNCT
bracis-28357	213	1	figure	figure	NOUN
bracis-28357	213	2	 	 	SPACE
bracis-28357	213	3	2	2	NUM
bracis-28357	213	4	shows	show	NOUN
bracis-28357	213	5	(	(	PUNCT
bracis-28357	213	6	for	for	ADP
bracis-28357	213	7	the	the	DET
bracis-28357	213	8	first	first	ADJ
bracis-28357	213	9	episode	episode	NOUN
bracis-28357	213	10	)	)	PUNCT
bracis-28357	213	11	the	the	DET
bracis-28357	213	12	number	number	NOUN
bracis-28357	213	13	of	of	ADP
bracis-28357	213	14	submissions	submission	NOUN
bracis-28357	213	15	and	and	CCONJ
bracis-28357	213	16	solutions	solution	NOUN
bracis-28357	213	17	,	,	PUNCT
bracis-28357	213	18	the	the	DET
bracis-28357	213	19	mean	mean	NOUN
bracis-28357	213	20	of	of	ADP
bracis-28357	213	21	the	the	DET
bracis-28357	213	22	difficulties	difficulty	NOUN
bracis-28357	213	23	of	of	ADP
bracis-28357	213	24	allocated	allocate	VERB
bracis-28357	213	25	tasks	task	NOUN
bracis-28357	213	26	,	,	PUNCT
bracis-28357	213	27	and	and	CCONJ
bracis-28357	213	28	the	the	DET
bracis-28357	213	29	ability	ability	NOUN
bracis-28357	213	30	of	of	ADP
bracis-28357	213	31	the	the	DET
bracis-28357	213	32	resources	resource	NOUN
bracis-28357	213	33	for	for	ADP
bracis-28357	213	34	these	these	DET
bracis-28357	213	35	two	two	NUM
bracis-28357	213	36	algorithms	algorithm	NOUN
bracis-28357	213	37	for	for	ADP
bracis-28357	213	38	scenario	scenario	NOUN
bracis-28357	213	39	uu	uu	INTJ
bracis-28357	213	40	at	at	ADP
bracis-28357	213	41	level	level	NOUN
bracis-28357	213	42	3	3	NUM
bracis-28357	213	43	.	.	PUNCT
bracis-28357	213	44	from	from	ADP
bracis-28357	213	45	this	this	DET
bracis-28357	213	46	figure	figure	NOUN
bracis-28357	213	47	,	,	PUNCT
bracis-28357	213	48	resources	resource	NOUN
bracis-28357	213	49	with	with	ADP
bracis-28357	213	50	higher	high	ADJ
bracis-28357	213	51	abilities	ability	NOUN
bracis-28357	213	52	are	be	AUX
bracis-28357	213	53	available	available	ADJ
bracis-28357	213	54	to	to	PART
bracis-28357	213	55	receive	receive	VERB
bracis-28357	213	56	more	more	ADJ
bracis-28357	213	57	tasks	task	NOUN
bracis-28357	213	58	at	at	ADP
bracis-28357	213	59	level	level	NOUN
bracis-28357	213	60	3	3	NUM
bracis-28357	213	61	.	.	PUNCT
bracis-28357	214	1	this	this	PRON
bracis-28357	214	2	is	be	AUX
bracis-28357	214	3	a	a	DET
bracis-28357	214	4	very	very	ADV
bracis-28357	214	5	appropriate	appropriate	ADJ
bracis-28357	214	6	case	case	NOUN
bracis-28357	214	7	for	for	ADP
bracis-28357	214	8	the	the	DET
bracis-28357	214	9	easier	easy	ADJ
bracis-28357	214	10	first	first	ADJ
bracis-28357	214	11	algorithm	algorithm	NOUN
bracis-28357	214	12	since	since	SCONJ
bracis-28357	214	13	the	the	DET
bracis-28357	214	14	more	more	ADJ
bracis-28357	214	15	tasks	task	NOUN
bracis-28357	214	16	the	the	DET
bracis-28357	214	17	resources	resource	NOUN
bracis-28357	214	18	receive	receive	VERB
bracis-28357	214	19	following	follow	VERB
bracis-28357	214	20	the	the	DET
bracis-28357	214	21	easier	easy	ADJ
bracis-28357	214	22	first	first	ADJ
bracis-28357	214	23	heuristic	heuristic	NOUN
bracis-28357	214	24	,	,	PUNCT
bracis-28357	214	25	the	the	DET
bracis-28357	214	26	more	more	ADV
bracis-28357	214	27	difficult	difficult	ADJ
bracis-28357	214	28	tasks	task	NOUN
bracis-28357	214	29	received	receive	VERB
bracis-28357	214	30	.	.	PUNCT
bracis-28357	215	1	fig	fig	NOUN
bracis-28357	215	2	.	.	PUNCT
bracis-28357	216	1	2	2	X
bracis-28357	216	2	.	.	X
bracis-28357	216	3	algorithms	algorithm	NOUN
bracis-28357	216	4	at	at	ADP
bracis-28357	216	5	level	level	NOUN
bracis-28357	216	6	3	3	NUM
bracis-28357	216	7	,	,	PUNCT
bracis-28357	216	8	on	on	ADP
bracis-28357	216	9	the	the	DET
bracis-28357	216	10	first	first	ADJ
bracis-28357	216	11	episode	episode	NOUN
bracis-28357	216	12	.	.	PUNCT
bracis-28357	217	1	full	full	ADJ
bracis-28357	217	2	size	size	NOUN
bracis-28357	217	3	image	image	NOUN
bracis-28357	217	4	the	the	DET
bracis-28357	217	5	algorithms	algorithm	NOUN
bracis-28357	217	6	per	per	ADP
bracis-28357	217	7	episode	episode	NOUN
bracis-28357	217	8	and	and	CCONJ
bracis-28357	217	9	per	per	ADP
bracis-28357	217	10	round	round	NOUN
bracis-28357	217	11	in	in	ADP
bracis-28357	217	12	the	the	DET
bracis-28357	217	13	scenario	scenario	NOUN
bracis-28357	217	14	kk	kk	PROPN
bracis-28357	217	15	are	be	AUX
bracis-28357	217	16	statistically	statistically	ADV
bracis-28357	217	17	equivalent	equivalent	ADJ
bracis-28357	217	18	.	.	PUNCT
bracis-28357	218	1	it	it	PRON
bracis-28357	218	2	is	be	AUX
bracis-28357	218	3	expected	expect	VERB
bracis-28357	218	4	since	since	SCONJ
bracis-28357	218	5	in	in	ADP
bracis-28357	218	6	the	the	DET
bracis-28357	218	7	scenario	scenario	NOUN
bracis-28357	218	8	kk	kk	PROPN
bracis-28357	218	9	,	,	PUNCT
bracis-28357	218	10	all	all	DET
bracis-28357	218	11	the	the	DET
bracis-28357	218	12	resources	resource	NOUN
bracis-28357	218	13	’	'	PUNCT
bracis-28357	218	14	abilities	ability	NOUN
bracis-28357	218	15	are	be	AUX
bracis-28357	218	16	well	well	ADV
bracis-28357	218	17	known	know	VERB
bracis-28357	218	18	beforehand	beforehand	ADV
bracis-28357	218	19	,	,	PUNCT
bracis-28357	218	20	then	then	ADV
bracis-28357	218	21	the	the	DET
bracis-28357	218	22	gain	gain	NOUN
bracis-28357	218	23	in	in	ADP
bracis-28357	218	24	doing	do	VERB
bracis-28357	218	25	replannings	replanning	NOUN
bracis-28357	218	26	after	after	SCONJ
bracis-28357	218	27	each	each	DET
bracis-28357	218	28	round	round	NOUN
bracis-28357	218	29	is	be	AUX
bracis-28357	218	30	not	not	PART
bracis-28357	218	31	significantly	significantly	ADV
bracis-28357	218	32	better	well	ADJ
bracis-28357	218	33	than	than	ADP
bracis-28357	218	34	planning	plan	VERB
bracis-28357	218	35	once	once	ADV
bracis-28357	218	36	at	at	ADP
bracis-28357	218	37	the	the	DET
bracis-28357	218	38	beginning	beginning	NOUN
bracis-28357	218	39	of	of	ADP
bracis-28357	218	40	the	the	DET
bracis-28357	218	41	episode	episode	NOUN
bracis-28357	218	42	.	.	PUNCT
bracis-28357	219	1	the	the	DET
bracis-28357	219	2	heuristic	heuristic	NOUN
bracis-28357	219	3	easier	easy	ADJ
bracis-28357	219	4	first	first	ADV
bracis-28357	219	5	is	be	AUX
bracis-28357	219	6	better	well	ADJ
bracis-28357	219	7	than	than	ADP
bracis-28357	219	8	the	the	DET
bracis-28357	219	9	random	random	ADJ
bracis-28357	219	10	selection	selection	NOUN
bracis-28357	219	11	at	at	ADP
bracis-28357	219	12	most	most	ADJ
bracis-28357	219	13	levels	level	NOUN
bracis-28357	219	14	,	,	PUNCT
bracis-28357	219	15	except	except	SCONJ
bracis-28357	219	16	at	at	ADP
bracis-28357	219	17	level	level	NOUN
bracis-28357	219	18	0	0	NUM
bracis-28357	219	19	.	.	PUNCT
bracis-28357	220	1	figure	figure	NOUN
bracis-28357	220	2	 	 	SPACE
bracis-28357	220	3	3	3	NUM
bracis-28357	220	4	shows	show	NOUN
bracis-28357	220	5	(	(	PUNCT
bracis-28357	220	6	for	for	ADP
bracis-28357	220	7	the	the	DET
bracis-28357	220	8	mean	mean	NOUN
bracis-28357	220	9	of	of	ADP
bracis-28357	220	10	all	all	DET
bracis-28357	220	11	episodes	episode	NOUN
bracis-28357	220	12	)	)	PUNCT
bracis-28357	220	13	the	the	DET
bracis-28357	220	14	number	number	NOUN
bracis-28357	220	15	of	of	ADP
bracis-28357	220	16	submissions	submission	NOUN
bracis-28357	220	17	and	and	CCONJ
bracis-28357	220	18	solutions	solution	NOUN
bracis-28357	220	19	,	,	PUNCT
bracis-28357	220	20	the	the	DET
bracis-28357	220	21	mean	mean	NOUN
bracis-28357	220	22	of	of	ADP
bracis-28357	220	23	the	the	DET
bracis-28357	220	24	difficulties	difficulty	NOUN
bracis-28357	220	25	of	of	ADP
bracis-28357	220	26	allocated	allocate	VERB
bracis-28357	220	27	tasks	task	NOUN
bracis-28357	220	28	,	,	PUNCT
bracis-28357	220	29	and	and	CCONJ
bracis-28357	220	30	the	the	DET
bracis-28357	220	31	ability	ability	NOUN
bracis-28357	220	32	of	of	ADP
bracis-28357	220	33	the	the	DET
bracis-28357	220	34	resources	resource	NOUN
bracis-28357	220	35	for	for	ADP
bracis-28357	220	36	these	these	DET
bracis-28357	220	37	two	two	NUM
bracis-28357	220	38	algorithms	algorithm	NOUN
bracis-28357	220	39	at	at	ADP
bracis-28357	220	40	level	level	NOUN
bracis-28357	220	41	0	0	NUM
bracis-28357	220	42	.	.	PUNCT
bracis-28357	221	1	the	the	DET
bracis-28357	221	2	mean	mean	NOUN
bracis-28357	221	3	of	of	ADP
bracis-28357	221	4	all	all	DET
bracis-28357	221	5	episodes	episode	NOUN
bracis-28357	221	6	is	be	AUX
bracis-28357	221	7	used	use	VERB
bracis-28357	221	8	so	so	SCONJ
bracis-28357	221	9	that	that	SCONJ
bracis-28357	221	10	the	the	DET
bracis-28357	221	11	influence	influence	NOUN
bracis-28357	221	12	of	of	ADP
bracis-28357	221	13	the	the	DET
bracis-28357	221	14	ability	ability	NOUN
bracis-28357	221	15	of	of	ADP
bracis-28357	221	16	the	the	DET
bracis-28357	221	17	resources	resource	NOUN
bracis-28357	221	18	is	be	AUX
bracis-28357	221	19	diminished	diminish	VERB
bracis-28357	221	20	.	.	PUNCT
bracis-28357	222	1	we	we	PRON
bracis-28357	222	2	can	can	AUX
bracis-28357	222	3	see	see	VERB
bracis-28357	222	4	that	that	SCONJ
bracis-28357	222	5	the	the	DET
bracis-28357	222	6	mean	mean	NOUN
bracis-28357	222	7	of	of	ADP
bracis-28357	222	8	the	the	DET
bracis-28357	222	9	abilities	ability	NOUN
bracis-28357	222	10	goes	go	VERB
bracis-28357	222	11	to	to	ADP
bracis-28357	222	12	zero	zero	NUM
bracis-28357	222	13	.	.	PUNCT
bracis-28357	223	1	in	in	ADP
bracis-28357	223	2	the	the	DET
bracis-28357	223	3	easier	easy	ADJ
bracis-28357	223	4	first	first	ADJ
bracis-28357	223	5	allocation	allocation	NOUN
bracis-28357	223	6	,	,	PUNCT
bracis-28357	223	7	it	it	PRON
bracis-28357	223	8	is	be	AUX
bracis-28357	223	9	clear	clear	ADJ
bracis-28357	223	10	the	the	DET
bracis-28357	223	11	difficulty	difficulty	NOUN
bracis-28357	223	12	of	of	ADP
bracis-28357	223	13	tasks	task	NOUN
bracis-28357	223	14	increases	increase	VERB
bracis-28357	223	15	over	over	ADP
bracis-28357	223	16	the	the	DET
bracis-28357	223	17	steps	step	NOUN
bracis-28357	223	18	,	,	PUNCT
bracis-28357	223	19	whereas	whereas	SCONJ
bracis-28357	223	20	the	the	DET
bracis-28357	223	21	number	number	NOUN
bracis-28357	223	22	of	of	ADP
bracis-28357	223	23	solutions	solution	NOUN
bracis-28357	223	24	decreases	decrease	VERB
bracis-28357	223	25	.	.	PUNCT
bracis-28357	224	1	while	while	SCONJ
bracis-28357	224	2	in	in	ADP
bracis-28357	224	3	the	the	DET
bracis-28357	224	4	random	random	ADJ
bracis-28357	224	5	allocation	allocation	NOUN
bracis-28357	224	6	,	,	PUNCT
bracis-28357	224	7	the	the	DET
bracis-28357	224	8	difficulty	difficulty	NOUN
bracis-28357	224	9	of	of	ADP
bracis-28357	224	10	the	the	DET
bracis-28357	224	11	tasks	task	NOUN
bracis-28357	224	12	is	be	AUX
bracis-28357	224	13	approximately	approximately	ADV
bracis-28357	224	14	uniform	uniform	ADJ
bracis-28357	224	15	.	.	PUNCT
bracis-28357	225	1	the	the	DET
bracis-28357	225	2	last	last	ADJ
bracis-28357	225	3	resources	resource	NOUN
bracis-28357	225	4	receive	receive	VERB
bracis-28357	225	5	tasks	task	NOUN
bracis-28357	225	6	slightly	slightly	ADV
bracis-28357	225	7	more	more	ADV
bracis-28357	225	8	difficult	difficult	ADJ
bracis-28357	225	9	because	because	SCONJ
bracis-28357	225	10	the	the	DET
bracis-28357	225	11	easier	easy	ADJ
bracis-28357	225	12	already	already	ADV
bracis-28357	225	13	received	receive	VERB
bracis-28357	225	14	the	the	DET
bracis-28357	225	15	needed	need	VERB
bracis-28357	225	16	number	number	NOUN
bracis-28357	225	17	of	of	ADP
bracis-28357	225	18	solutions	solution	NOUN
bracis-28357	225	19	.	.	PUNCT
bracis-28357	226	1	these	these	DET
bracis-28357	226	2	characteristics	characteristic	NOUN
bracis-28357	226	3	from	from	ADP
bracis-28357	226	4	both	both	DET
bracis-28357	226	5	algorithms	algorithm	NOUN
bracis-28357	226	6	explain	explain	VERB
bracis-28357	226	7	why	why	SCONJ
bracis-28357	226	8	the	the	DET
bracis-28357	226	9	random	random	ADJ
bracis-28357	226	10	made	make	VERB
bracis-28357	226	11	more	more	ADJ
bracis-28357	226	12	allocations	allocation	NOUN
bracis-28357	226	13	(	(	PUNCT
bracis-28357	226	14	approximately	approximately	ADV
bracis-28357	226	15	\(4\%\	\(4\%\	NUM
bracis-28357	226	16	)	)	PUNCT
bracis-28357	226	17	)	)	PUNCT
bracis-28357	226	18	than	than	ADP
bracis-28357	226	19	the	the	DET
bracis-28357	226	20	easier	easy	ADJ
bracis-28357	226	21	first	first	ADV
bracis-28357	226	22	,	,	PUNCT
bracis-28357	226	23	which	which	PRON
bracis-28357	226	24	led	lead	VERB
bracis-28357	226	25	to	to	ADP
bracis-28357	226	26	receiving	receive	VERB
bracis-28357	226	27	more	more	ADJ
bracis-28357	226	28	solutions	solution	NOUN
bracis-28357	226	29	(	(	PUNCT
bracis-28357	226	30	approximately	approximately	ADV
bracis-28357	226	31	\(1\%\	\(1\%\	ADJ
bracis-28357	226	32	)	)	PUNCT
bracis-28357	226	33	)	)	PUNCT
bracis-28357	226	34	.	.	PUNCT
bracis-28357	227	1	fig	fig	NOUN
bracis-28357	227	2	.	.	PUNCT
bracis-28357	228	1	3	3	X
bracis-28357	228	2	.	.	X
bracis-28357	228	3	algorithms	algorithm	NOUN
bracis-28357	228	4	at	at	ADP
bracis-28357	228	5	level	level	NOUN
bracis-28357	228	6	0	0	NUM
bracis-28357	228	7	,	,	PUNCT
bracis-28357	228	8	mean	mean	NOUN
bracis-28357	228	9	of	of	ADP
bracis-28357	228	10	all	all	DET
bracis-28357	228	11	episodes	episode	NOUN
bracis-28357	228	12	.	.	PUNCT
bracis-28357	229	1	full	full	ADJ
bracis-28357	229	2	size	size	NOUN
bracis-28357	229	3	image	image	NOUN
bracis-28357	229	4	6	6	NUM
bracis-28357	229	5	conclusion	conclusion	NOUN
bracis-28357	229	6	and	and	CCONJ
bracis-28357	229	7	 	 	SPACE
bracis-28357	229	8	future	future	ADJ
bracis-28357	229	9	work	work	NOUN
bracis-28357	229	10	we	we	PRON
bracis-28357	229	11	can	can	AUX
bracis-28357	229	12	compare	compare	VERB
bracis-28357	229	13	how	how	SCONJ
bracis-28357	229	14	far	far	ADV
bracis-28357	229	15	is	be	AUX
bracis-28357	229	16	the	the	DET
bracis-28357	229	17	algorithm	algorithm	NOUN
bracis-28357	229	18	lpps	lpp	NOUN
bracis-28357	229	19	from	from	ADP
bracis-28357	229	20	the	the	DET
bracis-28357	229	21	baselines	baseline	NOUN
bracis-28357	229	22	and	and	CCONJ
bracis-28357	229	23	from	from	ADP
bracis-28357	229	24	the	the	DET
bracis-28357	229	25	optimal	optimal	ADJ
bracis-28357	229	26	case	case	NOUN
bracis-28357	229	27	,	,	PUNCT
bracis-28357	229	28	that	that	ADV
bracis-28357	229	29	is	is	ADV
bracis-28357	229	30	,	,	PUNCT
bracis-28357	229	31	when	when	SCONJ
bracis-28357	229	32	we	we	PRON
bracis-28357	229	33	have	have	VERB
bracis-28357	229	34	the	the	DET
bracis-28357	229	35	most	most	ADJ
bracis-28357	229	36	information	information	NOUN
bracis-28357	229	37	:	:	PUNCT
bracis-28357	229	38	scenario	scenario	NOUN
bracis-28357	229	39	kk	kk	PROPN
bracis-28357	229	40	and	and	CCONJ
bracis-28357	229	41	the	the	DET
bracis-28357	229	42	solution	solution	NOUN
bracis-28357	229	43	of	of	ADP
bracis-28357	229	44	the	the	DET
bracis-28357	229	45	lp	lp	PROPN
bracis-28357	229	46	problems	problem	NOUN
bracis-28357	229	47	is	be	AUX
bracis-28357	229	48	updated	update	VERB
bracis-28357	229	49	per	per	ADP
bracis-28357	229	50	round	round	NOUN
bracis-28357	229	51	.	.	PUNCT
bracis-28357	230	1	we	we	PRON
bracis-28357	230	2	have	have	VERB
bracis-28357	230	3	an	an	DET
bracis-28357	230	4	increase	increase	NOUN
bracis-28357	230	5	in	in	ADP
bracis-28357	230	6	the	the	DET
bracis-28357	230	7	number	number	NOUN
bracis-28357	230	8	of	of	ADP
bracis-28357	230	9	solutions	solution	NOUN
bracis-28357	230	10	compared	compare	VERB
bracis-28357	230	11	with	with	ADP
bracis-28357	230	12	the	the	DET
bracis-28357	230	13	baselines	baseline	NOUN
bracis-28357	230	14	on	on	ADP
bracis-28357	230	15	all	all	DET
bracis-28357	230	16	levels	level	NOUN
bracis-28357	230	17	.	.	PUNCT
bracis-28357	231	1	compared	compare	VERB
bracis-28357	231	2	with	with	ADP
bracis-28357	231	3	the	the	DET
bracis-28357	231	4	baseline	baseline	NOUN
bracis-28357	231	5	easier	easy	ADJ
bracis-28357	231	6	first	first	ADV
bracis-28357	231	7	,	,	PUNCT
bracis-28357	231	8	we	we	PRON
bracis-28357	231	9	have	have	VERB
bracis-28357	231	10	up	up	ADP
bracis-28357	231	11	to	to	PART
bracis-28357	231	12	almost	almost	ADV
bracis-28357	231	13	\(9\%\	\(9\%\	NOUN
bracis-28357	231	14	)	)	PUNCT
bracis-28357	231	15	more	more	ADJ
bracis-28357	231	16	solutions	solution	NOUN
bracis-28357	231	17	;	;	PUNCT
bracis-28357	231	18	compared	compare	VERB
bracis-28357	231	19	with	with	ADP
bracis-28357	231	20	the	the	DET
bracis-28357	231	21	random	random	NOUN
bracis-28357	231	22	,	,	PUNCT
bracis-28357	231	23	we	we	PRON
bracis-28357	231	24	have	have	VERB
bracis-28357	231	25	up	up	ADP
bracis-28357	231	26	to	to	ADP
bracis-28357	231	27	\(49\%\	\(49\%\	PRON
bracis-28357	231	28	)	)	PUNCT
bracis-28357	231	29	more	more	ADJ
bracis-28357	231	30	solutions	solution	NOUN
bracis-28357	231	31	.	.	PUNCT
bracis-28357	232	1	when	when	SCONJ
bracis-28357	232	2	we	we	PRON
bracis-28357	232	3	compare	compare	VERB
bracis-28357	232	4	with	with	ADP
bracis-28357	232	5	the	the	DET
bracis-28357	232	6	optimal	optimal	ADJ
bracis-28357	232	7	case	case	NOUN
bracis-28357	232	8	,	,	PUNCT
bracis-28357	232	9	the	the	DET
bracis-28357	232	10	uu	uu	ADJ
bracis-28357	232	11	scenario	scenario	NOUN
bracis-28357	232	12	using	use	VERB
bracis-28357	232	13	the	the	DET
bracis-28357	232	14	lpps	lpp	NOUN
bracis-28357	232	15	algorithm	algorithm	NOUN
bracis-28357	232	16	reached	reach	VERB
bracis-28357	232	17	up	up	ADP
bracis-28357	232	18	to	to	ADP
bracis-28357	232	19	\(96\%\	\(96\%\	NUM
bracis-28357	232	20	)	)	PUNCT
bracis-28357	232	21	of	of	ADP
bracis-28357	232	22	the	the	DET
bracis-28357	232	23	number	number	NOUN
bracis-28357	232	24	of	of	ADP
bracis-28357	232	25	solutions	solution	NOUN
bracis-28357	232	26	of	of	ADP
bracis-28357	232	27	the	the	DET
bracis-28357	232	28	optimal	optimal	ADJ
bracis-28357	232	29	case	case	NOUN
bracis-28357	232	30	.	.	PUNCT
bracis-28357	233	1	these	these	DET
bracis-28357	233	2	processes	process	NOUN
bracis-28357	233	3	could	could	AUX
bracis-28357	233	4	be	be	AUX
bracis-28357	233	5	used	use	VERB
bracis-28357	233	6	to	to	PART
bracis-28357	233	7	submit	submit	VERB
bracis-28357	233	8	fewer	few	ADJ
bracis-28357	233	9	tasks	task	NOUN
bracis-28357	233	10	to	to	ADP
bracis-28357	233	11	resources	resource	NOUN
bracis-28357	233	12	without	without	ADP
bracis-28357	233	13	losing	lose	VERB
bracis-28357	233	14	important	important	ADJ
bracis-28357	233	15	information	information	NOUN
bracis-28357	233	16	.	.	PUNCT
bracis-28357	234	1	for	for	ADP
bracis-28357	234	2	example	example	NOUN
bracis-28357	234	3	,	,	PUNCT
bracis-28357	234	4	when	when	SCONJ
bracis-28357	234	5	asking	ask	VERB
bracis-28357	234	6	people	people	NOUN
bracis-28357	234	7	to	to	PART
bracis-28357	234	8	answer	answer	VERB
bracis-28357	234	9	polls	poll	NOUN
bracis-28357	234	10	or	or	CCONJ
bracis-28357	234	11	to	to	PART
bracis-28357	234	12	generate	generate	VERB
bracis-28357	234	13	databases	database	NOUN
bracis-28357	234	14	to	to	PART
bracis-28357	234	15	be	be	AUX
bracis-28357	234	16	used	use	VERB
bracis-28357	234	17	in	in	ADP
bracis-28357	234	18	important	important	ADJ
bracis-28357	234	19	applications	application	NOUN
bracis-28357	234	20	such	such	ADJ
bracis-28357	234	21	as	as	ADP
bracis-28357	234	22	q	q	PROPN
bracis-28357	234	23	&	&	CCONJ
bracis-28357	234	24	a	a	PRON
bracis-28357	234	25	,	,	PUNCT
bracis-28357	234	26	intelligent	intelligent	ADJ
bracis-28357	234	27	tutoring	tutoring	NOUN
bracis-28357	234	28	systems	system	NOUN
bracis-28357	234	29	,	,	PUNCT
bracis-28357	234	30	or	or	CCONJ
bracis-28357	234	31	natural	natural	ADJ
bracis-28357	234	32	language	language	NOUN
bracis-28357	234	33	processing	processing	NOUN
bracis-28357	234	34	.	.	PUNCT
bracis-28357	235	1	in	in	ADP
bracis-28357	235	2	addition	addition	NOUN
bracis-28357	235	3	to	to	ADP
bracis-28357	235	4	the	the	DET
bracis-28357	235	5	abilities	ability	NOUN
bracis-28357	235	6	of	of	ADP
bracis-28357	235	7	the	the	DET
bracis-28357	235	8	resources	resource	NOUN
bracis-28357	235	9	being	be	AUX
bracis-28357	235	10	unknown	unknown	ADJ
bracis-28357	235	11	,	,	PUNCT
bracis-28357	235	12	there	there	PRON
bracis-28357	235	13	is	be	VERB
bracis-28357	235	14	also	also	ADV
bracis-28357	235	15	the	the	DET
bracis-28357	235	16	case	case	NOUN
bracis-28357	235	17	in	in	ADP
bracis-28357	235	18	which	which	PRON
bracis-28357	235	19	the	the	DET
bracis-28357	235	20	complexity	complexity	NOUN
bracis-28357	235	21	of	of	ADP
bracis-28357	235	22	solving	solve	VERB
bracis-28357	235	23	the	the	DET
bracis-28357	235	24	tasks	task	NOUN
bracis-28357	235	25	is	be	AUX
bracis-28357	235	26	unknown	unknown	ADJ
bracis-28357	235	27	.	.	PUNCT
bracis-28357	236	1	therefore	therefore	ADV
bracis-28357	236	2	,	,	PUNCT
bracis-28357	236	3	estimating	estimate	VERB
bracis-28357	236	4	parameters	parameter	NOUN
bracis-28357	236	5	that	that	PRON
bracis-28357	236	6	characterize	characterize	VERB
bracis-28357	236	7	such	such	ADJ
bracis-28357	236	8	tasks	task	NOUN
bracis-28357	236	9	become	become	VERB
bracis-28357	236	10	necessary	necessary	ADJ
bracis-28357	236	11	[	[	X
bracis-28357	236	12	7	7	NUM
bracis-28357	236	13	,	,	PUNCT
bracis-28357	236	14	21	21	NUM
bracis-28357	236	15	]	]	PUNCT
bracis-28357	236	16	.	.	PUNCT
bracis-28357	237	1	the	the	DET
bracis-28357	237	2	task	task	NOUN
bracis-28357	237	3	parameters	parameter	NOUN
bracis-28357	237	4	can	can	AUX
bracis-28357	237	5	be	be	AUX
bracis-28357	237	6	obtained	obtain	VERB
bracis-28357	237	7	from	from	ADP
bracis-28357	237	8	the	the	DET
bracis-28357	237	9	solutions	solution	NOUN
bracis-28357	237	10	of	of	ADP
bracis-28357	237	11	the	the	DET
bracis-28357	237	12	tasks	task	NOUN
bracis-28357	237	13	or	or	CCONJ
bracis-28357	237	14	from	from	ADP
bracis-28357	237	15	a	a	DET
bracis-28357	237	16	description	description	NOUN
bracis-28357	237	17	of	of	ADP
bracis-28357	237	18	them	they	PRON
bracis-28357	237	19	[	[	X
bracis-28357	237	20	16	16	NUM
bracis-28357	237	21	]	]	PUNCT
bracis-28357	237	22	.	.	PUNCT
bracis-28357	238	1	we	we	PRON
bracis-28357	238	2	plan	plan	VERB
bracis-28357	238	3	on	on	ADP
bracis-28357	238	4	considering	consider	VERB
bracis-28357	238	5	scenarios	scenario	NOUN
bracis-28357	238	6	where	where	SCONJ
bracis-28357	238	7	the	the	DET
bracis-28357	238	8	resource	resource	NOUN
bracis-28357	238	9	is	be	AUX
bracis-28357	238	10	not	not	PART
bracis-28357	238	11	continuously	continuously	ADV
bracis-28357	238	12	available	available	ADJ
bracis-28357	238	13	to	to	PART
bracis-28357	238	14	receive	receive	VERB
bracis-28357	238	15	tasks	task	NOUN
bracis-28357	238	16	,	,	PUNCT
bracis-28357	238	17	but	but	CCONJ
bracis-28357	238	18	he	he	PRON
bracis-28357	238	19	arrives	arrive	VERB
bracis-28357	238	20	and	and	CCONJ
bracis-28357	238	21	goes	go	VERB
bracis-28357	238	22	.	.	PUNCT
bracis-28357	239	1	also	also	ADV
bracis-28357	239	2	,	,	PUNCT
bracis-28357	239	3	we	we	PRON
bracis-28357	239	4	plan	plan	VERB
bracis-28357	239	5	on	on	ADP
bracis-28357	239	6	developing	develop	VERB
bracis-28357	239	7	a	a	DET
bracis-28357	239	8	real	real	ADJ
bracis-28357	239	9	experiment	experiment	NOUN
bracis-28357	239	10	with	with	ADP
bracis-28357	239	11	human	human	ADJ
bracis-28357	239	12	resources	resource	NOUN
bracis-28357	239	13	receiving	receive	VERB
bracis-28357	239	14	tasks	task	NOUN
bracis-28357	239	15	and	and	CCONJ
bracis-28357	239	16	not	not	PART
bracis-28357	239	17	only	only	ADV
bracis-28357	239	18	using	use	VERB
bracis-28357	239	19	real	real	ADJ
bracis-28357	239	20	data	datum	NOUN
bracis-28357	239	21	from	from	ADP
bracis-28357	239	22	other	other	ADJ
bracis-28357	239	23	applications	application	NOUN
bracis-28357	239	24	.	.	PUNCT
bracis-28357	240	1	references	reference	NOUN
bracis-28357	240	2	abrams	abrams	PROPN
bracis-28357	240	3	,	,	PUNCT
bracis-28357	240	4	d.s	d.s	PROPN
bracis-28357	240	5	.	.	PROPN
bracis-28357	240	6	,	,	PUNCT
bracis-28357	240	7	yoon	yoon	PROPN
bracis-28357	240	8	,	,	PUNCT
bracis-28357	240	9	a.h	a.h	PROPN
bracis-28357	240	10	.	.	PROPN
bracis-28357	240	11	:	:	PUNCT
bracis-28357	241	1	the	the	DET
bracis-28357	241	2	luck	luck	NOUN
bracis-28357	241	3	of	of	ADP
bracis-28357	241	4	the	the	DET
bracis-28357	241	5	draw	draw	NOUN
bracis-28357	241	6	:	:	PUNCT
bracis-28357	241	7	using	use	VERB
bracis-28357	241	8	random	random	ADJ
bracis-28357	241	9	case	case	NOUN
bracis-28357	241	10	assignment	assignment	NOUN
bracis-28357	241	11	to	to	PART
bracis-28357	241	12	investigate	investigate	VERB
bracis-28357	241	13	attorney	attorney	NOUN
bracis-28357	241	14	ability	ability	NOUN
bracis-28357	241	15	.	.	PUNCT
bracis-28357	242	1	univ	univ	ADJ
bracis-28357	242	2	.	.	PUNCT
bracis-28357	243	1	chic	chic	ADJ
bracis-28357	243	2	.	.	PUNCT
bracis-28357	244	1	law	law	NOUN
bracis-28357	244	2	rev	rev	VERB
bracis-28357	244	3	.	.	PROPN
bracis-28357	244	4	74(4	74(4	NOUN
bracis-28357	244	5	)	)	PUNCT
bracis-28357	244	6	,	,	PUNCT
bracis-28357	244	7	1145–1177	1145–1177	NUM
bracis-28357	244	8	(	(	PUNCT
bracis-28357	244	9	2007	2007	NUM
bracis-28357	244	10	)	)	PUNCT
bracis-28357	244	11	.	.	PUNCT
bracis-28357	245	1	http://www.jstor.org/stable/20141859	http://www.jstor.org/stable/20141859	PROPN
bracis-28357	245	2	ali	ali	PROPN
bracis-28357	245	3	,	,	PUNCT
bracis-28357	245	4	i.	i.	PROPN
bracis-28357	245	5	,	,	PUNCT
bracis-28357	245	6	chang	chang	PROPN
bracis-28357	245	7	,	,	PUNCT
bracis-28357	245	8	r.y	r.y	PROPN
bracis-28357	245	9	.	.	PROPN
bracis-28357	245	10	,	,	PUNCT
bracis-28357	245	11	hsu	hsu	PROPN
bracis-28357	245	12	,	,	PUNCT
bracis-28357	245	13	c.h	c.h	PROPN
bracis-28357	245	14	.	.	PROPN
bracis-28357	245	15	:	:	PUNCT
bracis-28357	245	16	soqas	soqas	NOUN
bracis-28357	245	17	:	:	PUNCT
bracis-28357	245	18	distributively	distributively	ADV
bracis-28357	245	19	finding	find	VERB
bracis-28357	245	20	high	high	ADJ
bracis-28357	245	21	-	-	PUNCT
bracis-28357	245	22	quality	quality	NOUN
bracis-28357	245	23	answerers	answerer	NOUN
bracis-28357	245	24	in	in	ADP
bracis-28357	245	25	dynamic	dynamic	ADJ
bracis-28357	245	26	social	social	ADJ
bracis-28357	245	27	networks	network	NOUN
bracis-28357	245	28	.	.	PUNCT
bracis-28357	246	1	ieee	ieee	NOUN
bracis-28357	246	2	access	access	NOUN
bracis-28357	246	3	6	6	NUM
bracis-28357	246	4	,	,	PUNCT
bracis-28357	246	5	55074–55089	55074–55089	NUM
bracis-28357	246	6	(	(	PUNCT
bracis-28357	246	7	2018	2018	NUM
bracis-28357	246	8	)	)	PUNCT
bracis-28357	246	9	article	article	NOUN
bracis-28357	246	10	  	  	SPACE
bracis-28357	246	11	google	google	PROPN
bracis-28357	246	12	scholar	scholar	NOUN
bracis-28357	246	13	  	  	SPACE
bracis-28357	246	14	aydin	aydin	NOUN
bracis-28357	246	15	,	,	PUNCT
bracis-28357	246	16	b.i	b.i	PROPN
bracis-28357	246	17	.	.	PROPN
bracis-28357	246	18	,	,	PUNCT
bracis-28357	246	19	yilmaz	yilmaz	PROPN
bracis-28357	246	20	,	,	PUNCT
bracis-28357	246	21	y.s	y.s	PROPN
bracis-28357	246	22	.	.	PROPN
bracis-28357	246	23	,	,	PUNCT
bracis-28357	246	24	demirbas	demirbas	PROPN
bracis-28357	246	25	,	,	PUNCT
bracis-28357	246	26	m.	m.	NOUN
bracis-28357	246	27	:	:	PUNCT
bracis-28357	246	28	a	a	DET
bracis-28357	246	29	crowdsourced	crowdsourced	ADJ
bracis-28357	246	30	“	"	PUNCT
bracis-28357	246	31	who	who	PRON
bracis-28357	246	32	wants	want	VERB
bracis-28357	246	33	to	to	PART
bracis-28357	246	34	be	be	AUX
bracis-28357	246	35	a	a	DET
bracis-28357	246	36	millionaire	millionaire	NOUN
bracis-28357	246	37	?	?	PUNCT
bracis-28357	246	38	’’	’'	PUNCT
bracis-28357	246	39	player	player	NOUN
bracis-28357	246	40	.	.	PUNCT
bracis-28357	247	1	concurr	concurr	PROPN
bracis-28357	247	2	.	.	PUNCT
bracis-28357	248	1	comput	comput	NOUN
bracis-28357	248	2	.	.	PUNCT
bracis-28357	249	1	pract	pract	PROPN
bracis-28357	249	2	.	.	PUNCT
bracis-28357	250	1	exp	exp	NOUN
bracis-28357	250	2	.	.	PUNCT
bracis-28357	250	3	33(8	33(8	NUM
bracis-28357	250	4	)	)	PUNCT
bracis-28357	250	5	,	,	PUNCT
bracis-28357	250	6	e4168	e4168	PROPN
bracis-28357	250	7	(	(	PUNCT
bracis-28357	250	8	2017	2017	NUM
bracis-28357	250	9	)	)	PUNCT
bracis-28357	250	10	article	article	NOUN
bracis-28357	250	11	  	  	SPACE
bracis-28357	250	12	google	google	PROPN
bracis-28357	250	13	scholar	scholar	NOUN
bracis-28357	250	14	  	  	SPACE
bracis-28357	250	15	ben	ben	PROPN
bracis-28357	250	16	rjab	rjab	PROPN
bracis-28357	250	17	,	,	PUNCT
bracis-28357	250	18	a.	a.	PROPN
bracis-28357	250	19	,	,	PUNCT
bracis-28357	250	20	kharoune	kharoune	PROPN
bracis-28357	250	21	,	,	PUNCT
bracis-28357	250	22	m.	m.	NOUN
bracis-28357	250	23	,	,	PUNCT
bracis-28357	250	24	miklos	miklos	PROPN
bracis-28357	250	25	,	,	PUNCT
bracis-28357	250	26	z.	z.	PROPN
bracis-28357	250	27	,	,	PUNCT
bracis-28357	250	28	martin	martin	PROPN
bracis-28357	250	29	,	,	PUNCT
bracis-28357	250	30	a.	a.	NOUN
bracis-28357	250	31	:	:	PUNCT
bracis-28357	250	32	characterization	characterization	NOUN
bracis-28357	250	33	of	of	ADP
bracis-28357	250	34	experts	expert	NOUN
bracis-28357	250	35	in	in	ADP
bracis-28357	250	36	crowdsourcing	crowdsourcing	NOUN
bracis-28357	250	37	platforms	platform	NOUN
bracis-28357	250	38	.	.	PUNCT
bracis-28357	251	1	in	in	ADP
bracis-28357	251	2	:	:	PUNCT
bracis-28357	251	3	vejnarová	vejnarová	PROPN
bracis-28357	251	4	,	,	PUNCT
bracis-28357	251	5	j.	j.	PROPN
bracis-28357	251	6	,	,	PUNCT
bracis-28357	251	7	kratochvíl	kratochvíl	PROPN
bracis-28357	251	8	,	,	PUNCT
bracis-28357	251	9	v.	v.	PROPN
bracis-28357	251	10	(	(	PUNCT
bracis-28357	251	11	eds	ed	NOUN
bracis-28357	251	12	.	.	PUNCT
bracis-28357	251	13	)	)	PUNCT
bracis-28357	251	14	belief	belief	NOUN
bracis-28357	251	15	2016	2016	NUM
bracis-28357	251	16	.	.	PUNCT
bracis-28357	252	1	lncs	lncs	PROPN
bracis-28357	252	2	(	(	PUNCT
bracis-28357	252	3	lnai	lnai	ADJ
bracis-28357	252	4	)	)	PUNCT
bracis-28357	252	5	,	,	PUNCT
bracis-28357	252	6	vol	vol	NOUN
bracis-28357	252	7	.	.	PROPN
bracis-28357	252	8	9861	9861	NUM
bracis-28357	252	9	,	,	PUNCT
bracis-28357	252	10	pp	pp	ADP
bracis-28357	252	11	.	.	PUNCT
bracis-28357	253	1	97–104	97–104	X
bracis-28357	253	2	.	.	PUNCT
bracis-28357	253	3	springer	springer	NOUN
bracis-28357	253	4	,	,	PUNCT
bracis-28357	253	5	cham	cham	PROPN
bracis-28357	253	6	(	(	PUNCT
bracis-28357	253	7	2016	2016	NUM
bracis-28357	253	8	)	)	PUNCT
bracis-28357	253	9	.	.	PUNCT
bracis-28357	254	1	https://doi.org/10.1007/978-3-319-45559-4_10	https://doi.org/10.1007/978-3-319-45559-4_10	NOUN
bracis-28357	254	2	chapter	chapter	NOUN
bracis-28357	254	3	  	  	SPACE
bracis-28357	254	4	google	google	PROPN
bracis-28357	254	5	scholar	scholar	NOUN
bracis-28357	254	6	  	  	SPACE
bracis-28357	254	7	bezerra	bezerra	PROPN
bracis-28357	254	8	,	,	PUNCT
bracis-28357	254	9	c.m	c.m	PROPN
bracis-28357	254	10	.	.	PROPN
bracis-28357	254	11	,	,	PUNCT
bracis-28357	254	12	araújo	araújo	PROPN
bracis-28357	254	13	,	,	PUNCT
bracis-28357	254	14	d.r	d.r	PROPN
bracis-28357	254	15	.	.	PROPN
bracis-28357	254	16	,	,	PUNCT
bracis-28357	254	17	macario	macario	PROPN
bracis-28357	254	18	,	,	PUNCT
bracis-28357	254	19	v.	v.	ADJ
bracis-28357	254	20	:	:	PUNCT
bracis-28357	254	21	allocation	allocation	NOUN
bracis-28357	254	22	of	of	ADP
bracis-28357	254	23	volunteers	volunteer	NOUN
bracis-28357	254	24	in	in	ADP
bracis-28357	254	25	non	non	ADJ
bracis-28357	254	26	-	-	ADJ
bracis-28357	254	27	governmental	governmental	ADJ
bracis-28357	254	28	organizations	organization	NOUN
bracis-28357	254	29	aided	aid	VERB
bracis-28357	254	30	by	by	ADP
bracis-28357	254	31	non	non	ADJ
bracis-28357	254	32	-	-	ADJ
bracis-28357	254	33	supervised	supervised	ADJ
bracis-28357	254	34	learning	learning	NOUN
bracis-28357	254	35	.	.	PUNCT
bracis-28357	255	1	in	in	ADP
bracis-28357	255	2	:	:	PUNCT
bracis-28357	255	3	2016	2016	NUM
bracis-28357	255	4	5th	5th	ADJ
bracis-28357	255	5	brazilian	brazilian	ADJ
bracis-28357	255	6	conference	conference	NOUN
bracis-28357	255	7	on	on	ADP
bracis-28357	255	8	intelligent	intelligent	ADJ
bracis-28357	255	9	systems	system	NOUN
bracis-28357	255	10	(	(	PUNCT
bracis-28357	255	11	bracis	bracis	NOUN
bracis-28357	255	12	)	)	PUNCT
bracis-28357	255	13	,	,	PUNCT
bracis-28357	255	14	pp	pp	ADP
bracis-28357	255	15	.	.	PUNCT
bracis-28357	256	1	223–228	223–228	NUM
bracis-28357	256	2	(	(	PUNCT
bracis-28357	256	3	2016	2016	NUM
bracis-28357	256	4	)	)	PUNCT
bracis-28357	256	5	google	google	PROPN
bracis-28357	256	6	scholar	scholar	NOUN
bracis-28357	256	7	  	  	SPACE
bracis-28357	256	8	birnbaum	birnbaum	PROPN
bracis-28357	256	9	,	,	PUNCT
bracis-28357	256	10	a.	a.	NOUN
bracis-28357	256	11	:	:	PUNCT
bracis-28357	256	12	some	some	DET
bracis-28357	256	13	latent	latent	ADJ
bracis-28357	256	14	trait	trait	NOUN
bracis-28357	256	15	models	model	NOUN
bracis-28357	256	16	and	and	CCONJ
bracis-28357	256	17	their	their	PRON
bracis-28357	256	18	use	use	NOUN
bracis-28357	256	19	in	in	ADP
bracis-28357	256	20	inferring	infer	VERB
bracis-28357	256	21	an	an	DET
bracis-28357	256	22	examinee	examinee	NOUN
bracis-28357	256	23	’s	’s	PART
bracis-28357	256	24	ability	ability	NOUN
bracis-28357	256	25	.	.	PUNCT
bracis-28357	257	1	in	in	ADP
bracis-28357	257	2	:	:	PUNCT
bracis-28357	257	3	lord	lord	PROPN
bracis-28357	257	4	,	,	PUNCT
bracis-28357	257	5	f.m	f.m	PROPN
bracis-28357	257	6	.	.	PROPN
bracis-28357	257	7	,	,	PUNCT
bracis-28357	257	8	novick	novick	PROPN
bracis-28357	257	9	,	,	PUNCT
bracis-28357	257	10	m.r	m.r	PROPN
bracis-28357	257	11	.	.	PROPN
bracis-28357	257	12	(	(	PUNCT
bracis-28357	257	13	eds	ed	NOUN
bracis-28357	257	14	.	.	PUNCT
bracis-28357	257	15	)	)	PUNCT
bracis-28357	257	16	statistical	statistical	ADJ
bracis-28357	257	17	theories	theory	NOUN
bracis-28357	257	18	of	of	ADP
bracis-28357	257	19	mental	mental	ADJ
bracis-28357	257	20	test	test	NOUN
bracis-28357	257	21	scores	score	NOUN
bracis-28357	257	22	,	,	PUNCT
bracis-28357	257	23	reading	reading	NOUN
bracis-28357	257	24	,	,	PUNCT
bracis-28357	257	25	charlotte	charlotte	PROPN
bracis-28357	257	26	,	,	PUNCT
bracis-28357	257	27	nc	nc	PROPN
bracis-28357	257	28	,	,	PUNCT
bracis-28357	257	29	pp	pp	X
bracis-28357	257	30	.	.	PUNCT
bracis-28357	258	1	397–479	397–479	NUM
bracis-28357	258	2	.	.	PUNCT
bracis-28357	258	3	addison	addison	PROPN
bracis-28357	258	4	-	-	PUNCT
bracis-28357	258	5	wesley	wesley	PROPN
bracis-28357	258	6	(	(	PUNCT
bracis-28357	258	7	1968	1968	NUM
bracis-28357	258	8	)	)	PUNCT
bracis-28357	258	9	google	google	PROPN
bracis-28357	258	10	scholar	scholar	NOUN
bracis-28357	258	11	  	  	SPACE
bracis-28357	258	12	bock	bock	NOUN
bracis-28357	258	13	,	,	PUNCT
bracis-28357	258	14	r.d	r.d	PROPN
bracis-28357	258	15	.	.	PROPN
bracis-28357	258	16	,	,	PUNCT
bracis-28357	258	17	aitkin	aitkin	PROPN
bracis-28357	258	18	,	,	PUNCT
bracis-28357	258	19	m.	m.	NOUN
bracis-28357	258	20	:	:	PUNCT
bracis-28357	258	21	marginal	marginal	ADJ
bracis-28357	258	22	maximum	maximum	ADJ
bracis-28357	258	23	likelihood	likelihood	NOUN
bracis-28357	258	24	estimation	estimation	NOUN
bracis-28357	258	25	of	of	ADP
bracis-28357	258	26	item	item	NOUN
bracis-28357	258	27	parameters	parameter	NOUN
bracis-28357	258	28	:	:	PUNCT
bracis-28357	258	29	application	application	NOUN
bracis-28357	258	30	of	of	ADP
bracis-28357	258	31	an	an	DET
bracis-28357	258	32	em	em	PROPN
bracis-28357	258	33	algorithm	algorithm	NOUN
bracis-28357	258	34	.	.	PUNCT
bracis-28357	259	1	psychometrika	psychometrika	NOUN
bracis-28357	259	2	46(4	46(4	PROPN
bracis-28357	259	3	)	)	PUNCT
bracis-28357	259	4	,	,	PUNCT
bracis-28357	259	5	443–459	443–459	NUM
bracis-28357	259	6	(	(	PUNCT
bracis-28357	259	7	1981	1981	NUM
bracis-28357	259	8	)	)	PUNCT
bracis-28357	259	9	article	article	NOUN
bracis-28357	259	10	  	  	SPACE
bracis-28357	259	11	mathscinet	mathscinet	NOUN
bracis-28357	259	12	  	  	SPACE
bracis-28357	259	13	google	google	PROPN
bracis-28357	259	14	scholar	scholar	NOUN
bracis-28357	259	15	  	  	SPACE
bracis-28357	259	16	difallah	difallah	NOUN
bracis-28357	259	17	,	,	PUNCT
bracis-28357	259	18	d.e	d.e	PROPN
bracis-28357	259	19	.	.	PROPN
bracis-28357	259	20	,	,	PUNCT
bracis-28357	259	21	demartini	demartini	PROPN
bracis-28357	259	22	,	,	PUNCT
bracis-28357	259	23	g.	g.	PROPN
bracis-28357	259	24	,	,	PUNCT
bracis-28357	260	1	cudré	cudré	NOUN
bracis-28357	260	2	-	-	PUNCT
bracis-28357	260	3	mauroux	mauroux	NOUN
bracis-28357	260	4	,	,	PUNCT
bracis-28357	260	5	p.	p.	NOUN
bracis-28357	260	6	:	:	PUNCT
bracis-28357	260	7	pick	pick	VERB
bracis-28357	260	8	-	-	PUNCT
bracis-28357	260	9	a	a	DET
bracis-28357	260	10	-	-	PUNCT
bracis-28357	260	11	crowd	crowd	NOUN
bracis-28357	260	12	:	:	PUNCT
bracis-28357	260	13	tell	tell	VERB
bracis-28357	260	14	me	i	PRON
bracis-28357	260	15	what	what	PRON
bracis-28357	260	16	you	you	PRON
bracis-28357	260	17	like	like	VERB
bracis-28357	260	18	,	,	PUNCT
bracis-28357	260	19	and	and	CCONJ
bracis-28357	260	20	i	i	PRON
bracis-28357	260	21	’ll	’ll	AUX
bracis-28357	260	22	tell	tell	VERB
bracis-28357	260	23	you	you	PRON
bracis-28357	260	24	what	what	PRON
bracis-28357	260	25	to	to	PART
bracis-28357	260	26	do	do	VERB
bracis-28357	260	27	:	:	PUNCT
bracis-28357	260	28	a	a	DET
bracis-28357	260	29	crowdsourcing	crowdsource	VERB
bracis-28357	260	30	platform	platform	NOUN
bracis-28357	260	31	for	for	ADP
bracis-28357	260	32	personalized	personalize	VERB
bracis-28357	260	33	human	human	ADJ
bracis-28357	260	34	intelligence	intelligence	NOUN
bracis-28357	260	35	task	task	NOUN
bracis-28357	260	36	assignment	assignment	NOUN
bracis-28357	260	37	based	base	VERB
bracis-28357	260	38	on	on	ADP
bracis-28357	260	39	social	social	ADJ
bracis-28357	260	40	networks	network	NOUN
bracis-28357	260	41	.	.	PUNCT
bracis-28357	261	1	in	in	ADP
bracis-28357	261	2	:	:	PUNCT
bracis-28357	261	3	www	www	PROPN
bracis-28357	261	4	2013	2013	NUM
bracis-28357	261	5	proceedings	proceeding	NOUN
bracis-28357	261	6	of	of	ADP
bracis-28357	261	7	the	the	DET
bracis-28357	261	8	22nd	22nd	ADJ
bracis-28357	261	9	international	international	ADJ
bracis-28357	261	10	conference	conference	NOUN
bracis-28357	261	11	on	on	ADP
bracis-28357	261	12	world	world	NOUN
bracis-28357	261	13	wide	wide	ADJ
bracis-28357	261	14	web	web	NOUN
bracis-28357	261	15	,	,	PUNCT
bracis-28357	261	16	pp	pp	ADJ
bracis-28357	261	17	.	.	PUNCT
bracis-28357	262	1	367–377	367–377	NUM
bracis-28357	262	2	(	(	PUNCT
bracis-28357	262	3	2013	2013	NUM
bracis-28357	262	4	)	)	PUNCT
bracis-28357	262	5	google	google	PROPN
bracis-28357	262	6	scholar	scholar	NOUN
bracis-28357	262	7	  	  	SPACE
bracis-28357	262	8	ekman	ekman	NOUN
bracis-28357	262	9	,	,	PUNCT
bracis-28357	262	10	p.	p.	NOUN
bracis-28357	262	11	,	,	PUNCT
bracis-28357	262	12	bellevik	bellevik	NOUN
bracis-28357	262	13	,	,	PUNCT
bracis-28357	262	14	s.	s.	PROPN
bracis-28357	262	15	,	,	PUNCT
bracis-28357	262	16	dimitrakakis	dimitrakakis	PROPN
bracis-28357	262	17	,	,	PUNCT
bracis-28357	262	18	c.	c.	NOUN
bracis-28357	262	19	,	,	PUNCT
bracis-28357	262	20	tossou	tossou	NOUN
bracis-28357	262	21	,	,	PUNCT
bracis-28357	262	22	a.	a.	NOUN
bracis-28357	262	23	:	:	PUNCT
bracis-28357	262	24	learning	learn	VERB
bracis-28357	262	25	to	to	PART
bracis-28357	262	26	match	match	VERB
bracis-28357	262	27	.	.	PUNCT
bracis-28357	263	1	in	in	ADP
bracis-28357	263	2	:	:	PUNCT
bracis-28357	263	3	1st	1st	ADJ
bracis-28357	263	4	international	international	ADJ
bracis-28357	263	5	workshop	workshop	NOUN
bracis-28357	263	6	on	on	ADP
bracis-28357	263	7	value	value	NOUN
bracis-28357	263	8	-	-	PUNCT
bracis-28357	263	9	aware	aware	ADJ
bracis-28357	263	10	and	and	CCONJ
bracis-28357	263	11	multistakeholder	multistakeholder	NOUN
bracis-28357	263	12	recommendation	recommendation	NOUN
bracis-28357	263	13	(	(	PUNCT
bracis-28357	263	14	2017	2017	NUM
bracis-28357	263	15	)	)	PUNCT
bracis-28357	263	16	google	google	PROPN
bracis-28357	263	17	scholar	scholar	NOUN
bracis-28357	263	18	  	  	SPACE
bracis-28357	263	19	fan	fan	PROPN
bracis-28357	263	20	,	,	PUNCT
bracis-28357	263	21	j.	j.	PROPN
bracis-28357	263	22	,	,	PUNCT
bracis-28357	263	23	li	li	PROPN
bracis-28357	263	24	,	,	PUNCT
bracis-28357	263	25	g.	g.	PROPN
bracis-28357	263	26	,	,	PUNCT
bracis-28357	263	27	ooi	ooi	PROPN
bracis-28357	263	28	,	,	PUNCT
bracis-28357	263	29	b.c	b.c	PROPN
bracis-28357	263	30	.	.	PROPN
bracis-28357	263	31	,	,	PUNCT
bracis-28357	263	32	tan	tan	PROPN
bracis-28357	263	33	,	,	PUNCT
bracis-28357	263	34	k.l	k.l	PROPN
bracis-28357	263	35	.	.	PROPN
bracis-28357	263	36	,	,	PUNCT
bracis-28357	263	37	feng	feng	PROPN
bracis-28357	263	38	,	,	PUNCT
bracis-28357	263	39	j.	j.	PROPN
bracis-28357	263	40	:	:	PUNCT
bracis-28357	263	41	icrowd	icrowd	NOUN
bracis-28357	263	42	:	:	PUNCT
bracis-28357	263	43	an	an	DET
bracis-28357	263	44	adaptive	adaptive	ADJ
bracis-28357	263	45	crowdsourcing	crowdsourcing	NOUN
bracis-28357	263	46	framework	framework	NOUN
bracis-28357	263	47	.	.	PUNCT
bracis-28357	264	1	in	in	ADP
bracis-28357	264	2	:	:	PUNCT
bracis-28357	264	3	proceedings	proceeding	NOUN
bracis-28357	264	4	of	of	ADP
bracis-28357	264	5	the	the	DET
bracis-28357	264	6	2015	2015	NUM
bracis-28357	264	7	acm	acm	PROPN
bracis-28357	264	8	sigmod	sigmod	PROPN
bracis-28357	264	9	international	international	ADJ
bracis-28357	264	10	conference	conference	NOUN
bracis-28357	264	11	on	on	ADP
bracis-28357	264	12	management	management	NOUN
bracis-28357	264	13	of	of	ADP
bracis-28357	264	14	data	datum	NOUN
bracis-28357	264	15	,	,	PUNCT
bracis-28357	264	16	pp	pp	ADP
bracis-28357	264	17	.	.	PUNCT
bracis-28357	264	18	1015–1030	1015–1030	NUM
bracis-28357	264	19	.	.	PUNCT
bracis-28357	264	20	association	association	NOUN
bracis-28357	264	21	for	for	ADP
bracis-28357	264	22	computing	compute	VERB
bracis-28357	264	23	machinery	machinery	NOUN
bracis-28357	264	24	(	(	PUNCT
bracis-28357	264	25	2015	2015	NUM
bracis-28357	264	26	)	)	PUNCT
bracis-28357	264	27	google	google	PROPN
bracis-28357	264	28	scholar	scholar	NOUN
bracis-28357	264	29	  	  	SPACE
bracis-28357	264	30	horowitz	horowitz	PROPN
bracis-28357	264	31	,	,	PUNCT
bracis-28357	264	32	d.	d.	PROPN
bracis-28357	264	33	,	,	PUNCT
bracis-28357	264	34	kamvar	kamvar	PROPN
bracis-28357	264	35	,	,	PUNCT
bracis-28357	264	36	s.d	s.d	PROPN
bracis-28357	264	37	.	.	PROPN
bracis-28357	264	38	:	:	PUNCT
bracis-28357	265	1	the	the	DET
bracis-28357	265	2	anatomy	anatomy	NOUN
bracis-28357	265	3	of	of	ADP
bracis-28357	265	4	a	a	DET
bracis-28357	265	5	large	large	ADJ
bracis-28357	265	6	-	-	PUNCT
bracis-28357	265	7	scale	scale	NOUN
bracis-28357	265	8	social	social	ADJ
bracis-28357	265	9	search	search	NOUN
bracis-28357	265	10	engine	engine	NOUN
bracis-28357	265	11	.	.	PUNCT
bracis-28357	266	1	in	in	ADP
bracis-28357	266	2	:	:	PUNCT
bracis-28357	266	3	proceedings	proceeding	NOUN
bracis-28357	266	4	of	of	ADP
bracis-28357	266	5	the	the	DET
bracis-28357	266	6	19th	19th	ADJ
bracis-28357	266	7	international	international	ADJ
bracis-28357	266	8	conference	conference	NOUN
bracis-28357	266	9	on	on	ADP
bracis-28357	266	10	world	world	NOUN
bracis-28357	266	11	wide	wide	ADJ
bracis-28357	266	12	web	web	NOUN
bracis-28357	266	13	www	www	PROPN
bracis-28357	266	14	2010	2010	NUM
bracis-28357	266	15	,	,	PUNCT
bracis-28357	266	16	raleigh	raleigh	PROPN
bracis-28357	266	17	,	,	PUNCT
bracis-28357	266	18	north	north	PROPN
bracis-28357	266	19	carolina	carolina	PROPN
bracis-28357	266	20	,	,	PUNCT
bracis-28357	266	21	usa	usa	PROPN
bracis-28357	266	22	,	,	PUNCT
bracis-28357	266	23	p.	p.	NOUN
bracis-28357	266	24	431	431	NUM
bracis-28357	266	25	.	.	PUNCT
bracis-28357	266	26	acm	acm	PROPN
bracis-28357	266	27	press	press	PROPN
bracis-28357	266	28	(	(	PUNCT
bracis-28357	266	29	2010	2010	NUM
bracis-28357	266	30	)	)	PUNCT
bracis-28357	266	31	google	google	PROPN
bracis-28357	266	32	scholar	scholar	NOUN
bracis-28357	266	33	  	  	SPACE
bracis-28357	266	34	huang	huang	PROPN
bracis-28357	266	35	,	,	PUNCT
bracis-28357	266	36	y.m	y.m	PROPN
bracis-28357	266	37	.	.	PROPN
bracis-28357	266	38	,	,	PUNCT
bracis-28357	266	39	lin	lin	PROPN
bracis-28357	266	40	,	,	PUNCT
bracis-28357	266	41	y.t	y.t	PROPN
bracis-28357	266	42	.	.	PROPN
bracis-28357	266	43	,	,	PUNCT
bracis-28357	266	44	cheng	cheng	PROPN
bracis-28357	266	45	,	,	PUNCT
bracis-28357	266	46	s.c	s.c	PROPN
bracis-28357	266	47	.	.	PROPN
bracis-28357	266	48	:	:	PUNCT
bracis-28357	266	49	an	an	DET
bracis-28357	266	50	adaptive	adaptive	ADJ
bracis-28357	266	51	testing	testing	NOUN
bracis-28357	266	52	system	system	NOUN
bracis-28357	266	53	for	for	ADP
bracis-28357	266	54	supporting	support	VERB
bracis-28357	266	55	versatile	versatile	ADJ
bracis-28357	266	56	educational	educational	ADJ
bracis-28357	266	57	assessment	assessment	NOUN
bracis-28357	266	58	.	.	PUNCT
bracis-28357	267	1	comput	comput	NOUN
bracis-28357	267	2	.	.	PUNCT
bracis-28357	268	1	educ	educ	PROPN
bracis-28357	268	2	.	.	PUNCT
bracis-28357	269	1	52(1	52(1	NOUN
bracis-28357	269	2	)	)	PUNCT
bracis-28357	269	3	,	,	PUNCT
bracis-28357	269	4	53–67	53–67	NUM
bracis-28357	269	5	(	(	PUNCT
bracis-28357	269	6	2009	2009	NUM
bracis-28357	269	7	)	)	PUNCT
bracis-28357	269	8	article	article	NOUN
bracis-28357	269	9	  	  	SPACE
bracis-28357	269	10	google	google	PROPN
bracis-28357	269	11	scholar	scholar	NOUN
bracis-28357	269	12	  	  	SPACE
bracis-28357	269	13	inep	inep	NOUN
bracis-28357	269	14	:	:	PUNCT
bracis-28357	269	15	instituto	instituto	PROPN
bracis-28357	269	16	nacional	nacional	PROPN
bracis-28357	269	17	de	de	PROPN
bracis-28357	269	18	educação	educação	PROPN
bracis-28357	269	19	e	e	PROPN
bracis-28357	269	20	pesquisas	pesquisas	PROPN
bracis-28357	269	21	educacionais	educacionais	PROPN
bracis-28357	269	22	anísio	anísio	PROPN
bracis-28357	269	23	teixeira	teixeira	PROPN
bracis-28357	269	24	entenda	entenda	PROPN
bracis-28357	269	25	sua	sua	PROPN
bracis-28357	269	26	nota	nota	PROPN
bracis-28357	269	27	no	no	DET
bracis-28357	269	28	enem	enem	PROPN
bracis-28357	269	29	(	(	PUNCT
bracis-28357	269	30	2012	2012	NUM
bracis-28357	269	31	)	)	PUNCT
bracis-28357	269	32	.	.	PUNCT
bracis-28357	270	1	http://download.inep.gov.br/educacao_basica/enem/guia_participante/2013/guia_do_participante_notas.pdf	http://download.inep.gov.br/educacao_basica/enem/guia_participante/2013/guia_do_participante_notas.pdf	PROPN
bracis-28357	270	2	.	.	PUNCT
bracis-28357	271	1	accessed	access	VERB
bracis-28357	271	2	19	19	NUM
bracis-28357	271	3	june	june	PROPN
bracis-28357	271	4	2021	2021	NUM
bracis-28357	271	5	krstikj	krstikj	PROPN
bracis-28357	271	6	,	,	PUNCT
bracis-28357	271	7	a.	a.	PROPN
bracis-28357	271	8	,	,	PUNCT
bracis-28357	271	9	esparza	esparza	PROPN
bracis-28357	271	10	,	,	PUNCT
bracis-28357	271	11	c.r.m.g	c.r.m.g	PROPN
bracis-28357	271	12	.	.	PROPN
bracis-28357	271	13	,	,	PUNCT
bracis-28357	271	14	mora	mora	PROPN
bracis-28357	271	15	-	-	PUNCT
bracis-28357	271	16	vargas	vargas	PROPN
bracis-28357	271	17	,	,	PUNCT
bracis-28357	271	18	j.	j.	PROPN
bracis-28357	271	19	,	,	PUNCT
bracis-28357	271	20	escobar	escobar	PROPN
bracis-28357	271	21	,	,	PUNCT
bracis-28357	271	22	h.l	h.l	PROPN
bracis-28357	271	23	.	.	PUNCT
bracis-28357	271	24	:	:	PUNCT
bracis-28357	272	1	volunteers	volunteer	NOUN
bracis-28357	272	2	in	in	ADP
bracis-28357	272	3	lockdowns	lockdown	NOUN
bracis-28357	272	4	:	:	PUNCT
bracis-28357	272	5	decision	decision	NOUN
bracis-28357	272	6	support	support	NOUN
bracis-28357	272	7	tool	tool	NOUN
bracis-28357	272	8	for	for	ADP
bracis-28357	272	9	allocation	allocation	NOUN
bracis-28357	272	10	of	of	ADP
bracis-28357	272	11	volunteers	volunteer	NOUN
bracis-28357	272	12	during	during	ADP
bracis-28357	272	13	a	a	DET
bracis-28357	272	14	lockdown	lockdown	NOUN
bracis-28357	272	15	.	.	PUNCT
bracis-28357	273	1	in	in	ADP
bracis-28357	273	2	:	:	PUNCT
bracis-28357	273	3	regis	regis	NOUN
bracis-28357	273	4	-	-	PUNCT
bracis-28357	273	5	hernández	hernández	PROPN
bracis-28357	273	6	,	,	PUNCT
bracis-28357	273	7	f.	f.	PROPN
bracis-28357	273	8	,	,	PUNCT
bracis-28357	273	9	mora	mora	PROPN
bracis-28357	273	10	-	-	PUNCT
bracis-28357	273	11	vargas	vargas	PROPN
bracis-28357	273	12	,	,	PUNCT
bracis-28357	273	13	j.	j.	PROPN
bracis-28357	273	14	,	,	PUNCT
bracis-28357	273	15	sánchez	sánchez	PROPN
bracis-28357	273	16	-	-	PUNCT
bracis-28357	273	17	partida	partida	PROPN
bracis-28357	273	18	,	,	PUNCT
bracis-28357	273	19	d.	d.	PROPN
bracis-28357	273	20	,	,	PUNCT
bracis-28357	273	21	ruiz	ruiz	NOUN
bracis-28357	273	22	,	,	PUNCT
bracis-28357	273	23	a.	a.	NOUN
bracis-28357	273	24	(	(	PUNCT
bracis-28357	273	25	eds	eds	PROPN
bracis-28357	273	26	.	.	PUNCT
bracis-28357	273	27	)	)	PUNCT
bracis-28357	274	1	humanitarian	humanitarian	ADJ
bracis-28357	274	2	logistics	logistic	NOUN
bracis-28357	274	3	from	from	ADP
bracis-28357	274	4	the	the	DET
bracis-28357	274	5	disaster	disaster	NOUN
bracis-28357	274	6	risk	risk	NOUN
bracis-28357	274	7	reduction	reduction	NOUN
bracis-28357	274	8	perspective	perspective	NOUN
bracis-28357	274	9	:	:	PUNCT
bracis-28357	274	10	theory	theory	NOUN
bracis-28357	274	11	and	and	CCONJ
bracis-28357	274	12	applications	application	NOUN
bracis-28357	274	13	,	,	PUNCT
bracis-28357	274	14	pp	pp	ADJ
bracis-28357	274	15	.	.	PUNCT
bracis-28357	275	1	429–446	429–446	NUM
bracis-28357	275	2	.	.	PUNCT
bracis-28357	275	3	springer	springer	NOUN
bracis-28357	275	4	,	,	PUNCT
bracis-28357	275	5	cham	cham	PROPN
bracis-28357	275	6	(	(	PUNCT
bracis-28357	275	7	2022	2022	NUM
bracis-28357	275	8	)	)	PUNCT
bracis-28357	275	9	.	.	PUNCT
bracis-28357	276	1	https://doi.org/10.1007/978-3-030-90877-5_15	https://doi.org/10.1007/978-3-030-90877-5_15	ADJ
bracis-28357	276	2	chapter	chapter	NOUN
bracis-28357	276	3	  	  	SPACE
bracis-28357	276	4	google	google	PROPN
bracis-28357	276	5	scholar	scholar	NOUN
bracis-28357	276	6	  	  	SPACE
bracis-28357	276	7	kuhn	kuhn	PROPN
bracis-28357	276	8	,	,	PUNCT
bracis-28357	276	9	h.w	h.w	PROPN
bracis-28357	276	10	.	.	PUNCT
bracis-28357	276	11	:	:	PUNCT
bracis-28357	277	1	the	the	DET
bracis-28357	277	2	hungarian	hungarian	ADJ
bracis-28357	277	3	method	method	NOUN
bracis-28357	277	4	for	for	ADP
bracis-28357	277	5	the	the	DET
bracis-28357	277	6	assignment	assignment	NOUN
bracis-28357	277	7	problem	problem	NOUN
bracis-28357	277	8	.	.	PUNCT
bracis-28357	278	1	nav	nav	NOUN
bracis-28357	278	2	.	.	PUNCT
bracis-28357	279	1	res	re	NOUN
bracis-28357	279	2	.	.	PUNCT
bracis-28357	280	1	logist	logist	NOUN
bracis-28357	280	2	.	.	PUNCT
bracis-28357	281	1	(	(	PUNCT
bracis-28357	281	2	nrl	nrl	NOUN
bracis-28357	281	3	)	)	PUNCT
bracis-28357	281	4	2(1	2(1	NUM
bracis-28357	281	5	)	)	PUNCT
bracis-28357	281	6	,	,	PUNCT
bracis-28357	281	7	83–97	83–97	NUM
bracis-28357	281	8	(	(	PUNCT
bracis-28357	281	9	1955	1955	NUM
bracis-28357	281	10	)	)	PUNCT
bracis-28357	281	11	article	article	NOUN
bracis-28357	281	12	  	  	SPACE
bracis-28357	281	13	mathscinet	mathscinet	NOUN
bracis-28357	281	14	  	  	SPACE
bracis-28357	281	15	math	math	NOUN
bracis-28357	281	16	  	  	SPACE
bracis-28357	281	17	google	google	PROPN
bracis-28357	281	18	scholar	scholar	NOUN
bracis-28357	281	19	  	  	SPACE
bracis-28357	281	20	benedetto	benedetto	PROPN
bracis-28357	281	21	,	,	PUNCT
bracis-28357	281	22	l.	l.	PROPN
bracis-28357	281	23	,	,	PUNCT
bracis-28357	281	24	cappelli	cappelli	PROPN
bracis-28357	281	25	,	,	PUNCT
bracis-28357	281	26	a.	a.	NOUN
bracis-28357	281	27	,	,	PUNCT
bracis-28357	281	28	turrin	turrin	PROPN
bracis-28357	281	29	,	,	PUNCT
bracis-28357	281	30	r.	r.	PROPN
bracis-28357	281	31	,	,	PUNCT
bracis-28357	281	32	cremonesi	cremonesi	ADV
bracis-28357	281	33	,	,	PUNCT
bracis-28357	281	34	p.	p.	NOUN
bracis-28357	281	35	:	:	PUNCT
bracis-28357	282	1	r2de	r2de	NUM
bracis-28357	282	2	:	:	PUNCT
bracis-28357	282	3	a	a	DET
bracis-28357	282	4	nlp	nlp	NOUN
bracis-28357	282	5	approach	approach	NOUN
bracis-28357	282	6	to	to	ADP
bracis-28357	282	7	estimating	estimate	VERB
bracis-28357	282	8	irt	irt	PROPN
bracis-28357	282	9	parameters	parameter	NOUN
bracis-28357	282	10	of	of	ADP
bracis-28357	282	11	newly	newly	ADV
bracis-28357	282	12	generated	generate	VERB
bracis-28357	282	13	questions	question	NOUN
bracis-28357	282	14	.	.	PUNCT
bracis-28357	283	1	in	in	ADP
bracis-28357	283	2	:	:	PUNCT
bracis-28357	283	3	proceedings	proceeding	NOUN
bracis-28357	283	4	of	of	ADP
bracis-28357	283	5	the	the	DET
bracis-28357	283	6	10th	10th	ADJ
bracis-28357	283	7	international	international	ADJ
bracis-28357	283	8	conference	conference	NOUN
bracis-28357	283	9	on	on	ADP
bracis-28357	283	10	learning	learn	VERB
bracis-28357	283	11	analytics	analytic	NOUN
bracis-28357	283	12	and	and	CCONJ
bracis-28357	283	13	knowledge	knowledge	NOUN
bracis-28357	283	14	(	(	PUNCT
bracis-28357	283	15	2020	2020	NUM
bracis-28357	283	16	)	)	PUNCT
bracis-28357	283	17	google	google	PROPN
bracis-28357	283	18	scholar	scholar	NOUN
bracis-28357	283	19	  	  	SPACE
bracis-28357	283	20	van	van	PROPN
bracis-28357	283	21	der	der	PROPN
bracis-28357	283	22	linden	linden	PROPN
bracis-28357	283	23	,	,	PUNCT
bracis-28357	283	24	w.j	w.j	PROPN
bracis-28357	283	25	.	.	PROPN
bracis-28357	283	26	:	:	PUNCT
bracis-28357	283	27	constrained	constrain	VERB
bracis-28357	283	28	adaptive	adaptive	ADJ
bracis-28357	283	29	testing	testing	NOUN
bracis-28357	283	30	with	with	ADP
bracis-28357	283	31	shadow	shadow	NOUN
bracis-28357	283	32	tests	test	NOUN
bracis-28357	283	33	.	.	PUNCT
bracis-28357	284	1	in	in	ADP
bracis-28357	284	2	:	:	PUNCT
bracis-28357	284	3	van	van	PROPN
bracis-28357	284	4	der	der	PROPN
bracis-28357	284	5	linden	linden	PROPN
bracis-28357	284	6	,	,	PUNCT
bracis-28357	284	7	w.j	w.j	PROPN
bracis-28357	284	8	.	.	PROPN
bracis-28357	284	9	,	,	PUNCT
bracis-28357	284	10	glas	glas	PROPN
bracis-28357	284	11	,	,	PUNCT
bracis-28357	284	12	g.a	g.a	PROPN
bracis-28357	284	13	.	.	PROPN
bracis-28357	284	14	(	(	PUNCT
bracis-28357	284	15	eds	ed	NOUN
bracis-28357	284	16	.	.	PUNCT
bracis-28357	284	17	)	)	PUNCT
bracis-28357	284	18	computerized	computerize	VERB
bracis-28357	284	19	adaptive	adaptive	ADJ
bracis-28357	284	20	testing	testing	NOUN
bracis-28357	284	21	:	:	PUNCT
bracis-28357	284	22	theory	theory	NOUN
bracis-28357	284	23	and	and	CCONJ
bracis-28357	284	24	practice	practice	NOUN
bracis-28357	284	25	,	,	PUNCT
bracis-28357	284	26	new	new	PROPN
bracis-28357	284	27	york	york	PROPN
bracis-28357	284	28	,	,	PUNCT
bracis-28357	284	29	boston	boston	PROPN
bracis-28357	284	30	,	,	PUNCT
bracis-28357	284	31	dordrecht	dordrecht	PROPN
bracis-28357	284	32	,	,	PUNCT
bracis-28357	284	33	london	london	PROPN
bracis-28357	284	34	,	,	PUNCT
bracis-28357	284	35	moscow	moscow	PROPN
bracis-28357	284	36	,	,	PUNCT
bracis-28357	284	37	pp	pp	ADJ
bracis-28357	284	38	.	.	PUNCT
bracis-28357	285	1	27–52	27–52	NUM
bracis-28357	285	2	.	.	PUNCT
bracis-28357	286	1	kluwer	kluwer	NOUN
bracis-28357	286	2	academic	academic	ADJ
bracis-28357	286	3	publishers	publisher	NOUN
bracis-28357	286	4	(	(	PUNCT
bracis-28357	286	5	2000	2000	NUM
bracis-28357	286	6	)	)	PUNCT
bracis-28357	286	7	google	google	PROPN
bracis-28357	286	8	scholar	scholar	NOUN
bracis-28357	286	9	  	  	SPACE
bracis-28357	286	10	van	van	PROPN
bracis-28357	286	11	der	der	PROPN
bracis-28357	286	12	linden	linden	PROPN
bracis-28357	286	13	,	,	PUNCT
bracis-28357	286	14	w.j	w.j	PROPN
bracis-28357	286	15	.	.	PROPN
bracis-28357	286	16	,	,	PUNCT
bracis-28357	286	17	jiang	jiang	PROPN
bracis-28357	286	18	,	,	PUNCT
bracis-28357	286	19	b.	b.	PROPN
bracis-28357	286	20	:	:	PUNCT
bracis-28357	286	21	a	a	DET
bracis-28357	286	22	shadow	shadow	NOUN
bracis-28357	286	23	-	-	PUNCT
bracis-28357	286	24	test	test	NOUN
bracis-28357	286	25	approach	approach	NOUN
bracis-28357	286	26	to	to	ADP
bracis-28357	286	27	adaptive	adaptive	ADJ
bracis-28357	286	28	item	item	NOUN
bracis-28357	286	29	calibration	calibration	NOUN
bracis-28357	286	30	.	.	PUNCT
bracis-28357	287	1	psychometrika	psychometrika	NOUN
bracis-28357	287	2	soc	soc	PROPN
bracis-28357	287	3	.	.	PUNCT
bracis-28357	288	1	85(2	85(2	NUM
bracis-28357	288	2	)	)	PUNCT
bracis-28357	288	3	,	,	PUNCT
bracis-28357	288	4	301–321	301–321	NUM
bracis-28357	288	5	(	(	PUNCT
bracis-28357	288	6	2020	2020	NUM
bracis-28357	288	7	)	)	PUNCT
bracis-28357	288	8	article	article	NOUN
bracis-28357	288	9	  	  	SPACE
bracis-28357	288	10	mathscinet	mathscinet	NOUN
bracis-28357	288	11	  	  	SPACE
bracis-28357	288	12	math	math	NOUN
bracis-28357	288	13	  	  	SPACE
bracis-28357	288	14	google	google	PROPN
bracis-28357	288	15	scholar	scholar	NOUN
bracis-28357	288	16	  	  	SPACE
bracis-28357	288	17	van	van	PROPN
bracis-28357	288	18	der	der	PROPN
bracis-28357	288	19	linden	linden	PROPN
bracis-28357	288	20	,	,	PUNCT
bracis-28357	288	21	w.j	w.j	PROPN
bracis-28357	288	22	.	.	PROPN
bracis-28357	288	23	,	,	PUNCT
bracis-28357	288	24	veldkamp	veldkamp	PROPN
bracis-28357	288	25	,	,	PUNCT
bracis-28357	288	26	b.p	b.p	PROPN
bracis-28357	288	27	.	.	PROPN
bracis-28357	288	28	:	:	PUNCT
bracis-28357	288	29	constraining	constrain	VERB
bracis-28357	288	30	item	item	NOUN
bracis-28357	288	31	exposure	exposure	NOUN
bracis-28357	288	32	in	in	ADP
bracis-28357	288	33	computerized	computerized	ADJ
bracis-28357	288	34	adaptive	adaptive	ADJ
bracis-28357	288	35	testing	testing	NOUN
bracis-28357	288	36	with	with	ADP
bracis-28357	288	37	shadow	shadow	NOUN
bracis-28357	288	38	tests	test	NOUN
bracis-28357	288	39	.	.	PUNCT
bracis-28357	289	1	j.	j.	PROPN
bracis-28357	289	2	educ	educ	PROPN
bracis-28357	289	3	.	.	PUNCT
bracis-28357	290	1	behav	behav	PROPN
bracis-28357	290	2	.	.	PUNCT
bracis-28357	291	1	stat	stat	PROPN
bracis-28357	291	2	.	.	PUNCT
bracis-28357	292	1	29(3	29(3	NUM
bracis-28357	292	2	)	)	PUNCT
bracis-28357	292	3	,	,	PUNCT
bracis-28357	292	4	273–291	273–291	NUM
bracis-28357	292	5	(	(	PUNCT
bracis-28357	292	6	2004	2004	NUM
bracis-28357	292	7	)	)	PUNCT
bracis-28357	292	8	article	article	NOUN
bracis-28357	292	9	  	  	SPACE
bracis-28357	292	10	google	google	PROPN
bracis-28357	292	11	scholar	scholar	NOUN
bracis-28357	292	12	  	  	SPACE
bracis-28357	292	13	liu	liu	PROPN
bracis-28357	292	14	,	,	PUNCT
bracis-28357	292	15	c.	c.	PROPN
bracis-28357	292	16	,	,	PUNCT
bracis-28357	292	17	gao	gao	PROPN
bracis-28357	292	18	,	,	PUNCT
bracis-28357	292	19	x.	x.	PROPN
bracis-28357	292	20	,	,	PUNCT
bracis-28357	292	21	wu	wu	PROPN
bracis-28357	292	22	,	,	PUNCT
bracis-28357	292	23	f.	f.	PROPN
bracis-28357	292	24	,	,	PUNCT
bracis-28357	292	25	chen	chen	PROPN
bracis-28357	292	26	,	,	PUNCT
bracis-28357	292	27	g.	g.	PROPN
bracis-28357	292	28	:	:	PUNCT
bracis-28357	292	29	qita	qita	PROPN
bracis-28357	292	30	:	:	PUNCT
bracis-28357	292	31	quality	quality	NOUN
bracis-28357	292	32	inference	inference	NOUN
bracis-28357	292	33	based	base	VERB
bracis-28357	292	34	task	task	NOUN
bracis-28357	292	35	assignment	assignment	NOUN
bracis-28357	292	36	in	in	ADP
bracis-28357	292	37	mobile	mobile	ADJ
bracis-28357	292	38	crowdsensing	crowdsensing	NOUN
bracis-28357	292	39	.	.	PUNCT
bracis-28357	293	1	in	in	ADP
bracis-28357	293	2	:	:	PUNCT
bracis-28357	293	3	pahl	pahl	PROPN
bracis-28357	293	4	,	,	PUNCT
bracis-28357	293	5	c.	c.	NOUN
bracis-28357	293	6	,	,	PUNCT
bracis-28357	293	7	vukovic	vukovic	NOUN
bracis-28357	293	8	,	,	PUNCT
bracis-28357	293	9	m.	m.	NOUN
bracis-28357	293	10	,	,	PUNCT
bracis-28357	293	11	yin	yin	PROPN
bracis-28357	293	12	,	,	PUNCT
bracis-28357	293	13	j.	j.	PROPN
bracis-28357	293	14	,	,	PUNCT
bracis-28357	293	15	yu	yu	PROPN
bracis-28357	293	16	,	,	PUNCT
bracis-28357	293	17	q.	q.	PROPN
bracis-28357	293	18	(	(	PUNCT
bracis-28357	293	19	eds	eds	PROPN
bracis-28357	293	20	.	.	PUNCT
bracis-28357	293	21	)	)	PUNCT
bracis-28357	293	22	icsoc	icsoc	VERB
bracis-28357	293	23	2018	2018	NUM
bracis-28357	293	24	.	.	PUNCT
bracis-28357	294	1	lncs	lncs	PROPN
bracis-28357	294	2	,	,	PUNCT
bracis-28357	294	3	vol	vol	NOUN
bracis-28357	294	4	.	.	PROPN
bracis-28357	294	5	11236	11236	NUM
bracis-28357	294	6	,	,	PUNCT
bracis-28357	294	7	pp	pp	ADJ
bracis-28357	294	8	.	.	PUNCT
bracis-28357	295	1	363–370	363–370	NUM
bracis-28357	295	2	.	.	PUNCT
bracis-28357	296	1	springer	springer	NOUN
bracis-28357	296	2	,	,	PUNCT
bracis-28357	296	3	cham	cham	PROPN
bracis-28357	296	4	(	(	PUNCT
bracis-28357	296	5	2018	2018	NUM
bracis-28357	296	6	)	)	PUNCT
bracis-28357	296	7	.	.	PUNCT
bracis-28357	297	1	https://doi.org/10.1007/978-3-030-03596-9_26	https://doi.org/10.1007/978-3-030-03596-9_26	PROPN
bracis-28357	297	2	chapter	chapter	NOUN
bracis-28357	297	3	  	  	SPACE
bracis-28357	297	4	google	google	PROPN
bracis-28357	297	5	scholar	scholar	NOUN
bracis-28357	297	6	  	  	SPACE
bracis-28357	297	7	mislevy	mislevy	NOUN
bracis-28357	297	8	,	,	PUNCT
bracis-28357	297	9	r.j	r.j	PROPN
bracis-28357	297	10	.	.	PROPN
bracis-28357	297	11	:	:	PUNCT
bracis-28357	298	1	bayes	bayes	PROPN
bracis-28357	298	2	modal	modal	NOUN
bracis-28357	298	3	estimation	estimation	NOUN
bracis-28357	298	4	in	in	ADP
bracis-28357	298	5	item	item	NOUN
bracis-28357	298	6	response	response	NOUN
bracis-28357	298	7	models	model	NOUN
bracis-28357	298	8	.	.	PUNCT
bracis-28357	299	1	psychometric	psychometric	ADJ
bracis-28357	299	2	51	51	NUM
bracis-28357	299	3	,	,	PUNCT
bracis-28357	299	4	177–195	177–195	NUM
bracis-28357	299	5	(	(	PUNCT
bracis-28357	299	6	1986	1986	NUM
bracis-28357	299	7	)	)	PUNCT
bracis-28357	299	8	article	article	NOUN
bracis-28357	299	9	  	  	SPACE
bracis-28357	299	10	mathscinet	mathscinet	NOUN
bracis-28357	299	11	  	  	SPACE
bracis-28357	299	12	math	math	NOUN
bracis-28357	299	13	  	  	SPACE
bracis-28357	299	14	google	google	PROPN
bracis-28357	299	15	scholar	scholar	NOUN
bracis-28357	299	16	  	  	SPACE
bracis-28357	299	17	mitchell	mitchell	PROPN
bracis-28357	299	18	,	,	PUNCT
bracis-28357	299	19	s.	s.	PROPN
bracis-28357	299	20	,	,	PUNCT
bracis-28357	299	21	kean	kean	PROPN
bracis-28357	299	22	,	,	PUNCT
bracis-28357	299	23	a.	a.	PROPN
bracis-28357	299	24	,	,	PUNCT
bracis-28357	299	25	mason	mason	PROPN
bracis-28357	299	26	,	,	PUNCT
bracis-28357	299	27	a.	a.	PROPN
bracis-28357	299	28	,	,	PUNCT
bracis-28357	299	29	o’sullivan	o’sullivan	PROPN
bracis-28357	299	30	,	,	PUNCT
bracis-28357	299	31	m.	m.	NOUN
bracis-28357	299	32	,	,	PUNCT
bracis-28357	299	33	phillips	phillips	PROPN
bracis-28357	299	34	,	,	PUNCT
bracis-28357	299	35	a.	a.	NOUN
bracis-28357	299	36	,	,	PUNCT
bracis-28357	299	37	peschiera	peschiera	NOUN
bracis-28357	299	38	,	,	PUNCT
bracis-28357	299	39	f.	f.	PROPN
bracis-28357	299	40	:	:	PUNCT
bracis-28357	299	41	optimization	optimization	NOUN
bracis-28357	299	42	with	with	ADP
bracis-28357	299	43	pulp	pulp	NOUN
bracis-28357	299	44	(	(	PUNCT
bracis-28357	299	45	2009	2009	NUM
bracis-28357	299	46	)	)	PUNCT
bracis-28357	299	47	.	.	PUNCT
bracis-28357	300	1	https://coin-or.github.io/pulp/index.html	https://coin-or.github.io/pulp/index.html	PROPN
bracis-28357	300	2	.	.	PUNCT
bracis-28357	301	1	accessed	access	VERB
bracis-28357	301	2	20	20	NUM
bracis-28357	301	3	june	june	PROPN
bracis-28357	301	4	2021	2021	NUM
bracis-28357	301	5	munkres	munkre	NOUN
bracis-28357	301	6	,	,	PUNCT
bracis-28357	301	7	j.	j.	PROPN
bracis-28357	301	8	:	:	PUNCT
bracis-28357	301	9	algorithms	algorithm	NOUN
bracis-28357	301	10	for	for	ADP
bracis-28357	301	11	the	the	DET
bracis-28357	301	12	assignment	assignment	NOUN
bracis-28357	301	13	and	and	CCONJ
bracis-28357	301	14	transportation	transportation	NOUN
bracis-28357	301	15	problems	problem	NOUN
bracis-28357	301	16	.	.	PUNCT
bracis-28357	302	1	j.	j.	PROPN
bracis-28357	302	2	soc	soc	PROPN
bracis-28357	302	3	.	.	PUNCT
bracis-28357	303	1	ind	ind	PROPN
bracis-28357	303	2	.	.	PUNCT
bracis-28357	304	1	appl	appl	PROPN
bracis-28357	304	2	.	.	PROPN
bracis-28357	304	3	math	math	PROPN
bracis-28357	304	4	.	.	PUNCT
bracis-28357	305	1	5(1	5(1	NUM
bracis-28357	305	2	)	)	PUNCT
bracis-28357	305	3	,	,	PUNCT
bracis-28357	305	4	32–38	32–38	NUM
bracis-28357	305	5	(	(	PUNCT
bracis-28357	305	6	1957	1957	NUM
bracis-28357	305	7	)	)	PUNCT
bracis-28357	305	8	article	article	NOUN
bracis-28357	305	9	  	  	SPACE
bracis-28357	305	10	mathscinet	mathscinet	NOUN
bracis-28357	305	11	  	  	SPACE
bracis-28357	305	12	math	math	NOUN
bracis-28357	305	13	  	  	SPACE
bracis-28357	305	14	google	google	PROPN
bracis-28357	305	15	scholar	scholar	NOUN
bracis-28357	305	16	  	  	SPACE
bracis-28357	305	17	mwamikazi	mwamikazi	NOUN
bracis-28357	305	18	,	,	PUNCT
bracis-28357	305	19	e.	e.	PROPN
bracis-28357	305	20	,	,	PUNCT
bracis-28357	305	21	fournier	fournier	NOUN
bracis-28357	305	22	-	-	PUNCT
bracis-28357	305	23	viger	viger	NOUN
bracis-28357	305	24	,	,	PUNCT
bracis-28357	305	25	p.	p.	NOUN
bracis-28357	305	26	,	,	PUNCT
bracis-28357	305	27	moghrabi	moghrabi	PROPN
bracis-28357	305	28	,	,	PUNCT
bracis-28357	305	29	c.	c.	PROPN
bracis-28357	305	30	,	,	PUNCT
bracis-28357	305	31	barhoumi	barhoumi	NOUN
bracis-28357	305	32	,	,	PUNCT
bracis-28357	305	33	a.	a.	NOUN
bracis-28357	305	34	,	,	PUNCT
bracis-28357	305	35	baudouin	baudouin	PROPN
bracis-28357	305	36	,	,	PUNCT
bracis-28357	305	37	r.	r.	PROPN
bracis-28357	305	38	:	:	PUNCT
bracis-28357	305	39	an	an	DET
bracis-28357	305	40	adaptive	adaptive	ADJ
bracis-28357	305	41	questionnaire	questionnaire	NOUN
bracis-28357	305	42	for	for	ADP
bracis-28357	305	43	automatic	automatic	ADJ
bracis-28357	305	44	identification	identification	NOUN
bracis-28357	305	45	of	of	ADP
bracis-28357	305	46	learning	learn	VERB
bracis-28357	305	47	styles	style	NOUN
bracis-28357	305	48	.	.	PUNCT
bracis-28357	306	1	in	in	ADP
bracis-28357	306	2	:	:	PUNCT
bracis-28357	306	3	ali	ali	PROPN
bracis-28357	306	4	,	,	PUNCT
bracis-28357	306	5	m.	m.	NOUN
bracis-28357	306	6	,	,	PUNCT
bracis-28357	306	7	pan	pan	NOUN
bracis-28357	306	8	,	,	PUNCT
bracis-28357	306	9	j.-s	j.-	NOUN
bracis-28357	306	10	.	.	PUNCT
bracis-28357	306	11	,	,	PUNCT
bracis-28357	306	12	chen	chen	PROPN
bracis-28357	306	13	,	,	PUNCT
bracis-28357	306	14	s.-m	s.-m	PROPN
bracis-28357	306	15	.	.	PUNCT
bracis-28357	306	16	,	,	PUNCT
bracis-28357	306	17	horng	horng	ADJ
bracis-28357	306	18	,	,	PUNCT
bracis-28357	306	19	m.-f	m.-f	NOUN
bracis-28357	306	20	.	.	PUNCT
bracis-28357	307	1	(	(	PUNCT
bracis-28357	307	2	eds	ed	NOUN
bracis-28357	307	3	.	.	PUNCT
bracis-28357	307	4	)	)	PUNCT
bracis-28357	307	5	iea	iea	NOUN
bracis-28357	307	6	/	/	SYM
bracis-28357	307	7	aie	aie	PROPN
bracis-28357	307	8	2014	2014	NUM
bracis-28357	307	9	.	.	PUNCT
bracis-28357	308	1	lncs	lncs	PROPN
bracis-28357	308	2	(	(	PUNCT
bracis-28357	308	3	lnai	lnai	ADJ
bracis-28357	308	4	)	)	PUNCT
bracis-28357	308	5	,	,	PUNCT
bracis-28357	308	6	vol	vol	NOUN
bracis-28357	308	7	.	.	PROPN
bracis-28357	308	8	8481	8481	NUM
bracis-28357	308	9	,	,	PUNCT
bracis-28357	308	10	pp	pp	ADJ
bracis-28357	308	11	.	.	PUNCT
bracis-28357	309	1	399–409	399–409	NUM
bracis-28357	309	2	.	.	PUNCT
bracis-28357	309	3	springer	springer	NOUN
bracis-28357	309	4	,	,	PUNCT
bracis-28357	309	5	cham	cham	PROPN
bracis-28357	309	6	(	(	PUNCT
bracis-28357	309	7	2014	2014	NUM
bracis-28357	309	8	)	)	PUNCT
bracis-28357	309	9	.	.	PUNCT
bracis-28357	310	1	https://doi.org/10.1007/978-3-319-07455-9_42	https://doi.org/10.1007/978-3-319-07455-9_42	PROPN
bracis-28357	310	2	chapter	chapter	NOUN
bracis-28357	310	3	  	  	SPACE
bracis-28357	310	4	google	google	PROPN
bracis-28357	310	5	scholar	scholar	NOUN
bracis-28357	310	6	  	  	SPACE
bracis-28357	310	7	negishi	negishi	PROPN
bracis-28357	310	8	,	,	PUNCT
bracis-28357	310	9	k.	k.	PROPN
bracis-28357	310	10	,	,	PUNCT
bracis-28357	310	11	ito	ito	PROPN
bracis-28357	310	12	,	,	PUNCT
bracis-28357	310	13	h.	h.	PROPN
bracis-28357	310	14	,	,	PUNCT
bracis-28357	310	15	matsubara	matsubara	PROPN
bracis-28357	310	16	,	,	PUNCT
bracis-28357	310	17	m.	m.	NOUN
bracis-28357	310	18	,	,	PUNCT
bracis-28357	310	19	morishima	morishima	PROPN
bracis-28357	310	20	,	,	PUNCT
bracis-28357	310	21	a.	a.	NOUN
bracis-28357	310	22	:	:	PUNCT
bracis-28357	310	23	a	a	DET
bracis-28357	310	24	skill	skill	NOUN
bracis-28357	310	25	-	-	PUNCT
bracis-28357	310	26	based	base	VERB
bracis-28357	310	27	worksharing	workshare	VERB
bracis-28357	310	28	approach	approach	NOUN
bracis-28357	310	29	for	for	ADP
bracis-28357	310	30	microtask	microtask	NOUN
bracis-28357	310	31	assignment	assignment	NOUN
bracis-28357	310	32	.	.	PUNCT
bracis-28357	311	1	in	in	ADP
bracis-28357	311	2	:	:	PUNCT
bracis-28357	311	3	2021	2021	NUM
bracis-28357	311	4	ieee	ieee	PROPN
bracis-28357	311	5	international	international	ADJ
bracis-28357	311	6	conference	conference	NOUN
bracis-28357	311	7	on	on	ADP
bracis-28357	311	8	big	big	ADJ
bracis-28357	311	9	data	datum	NOUN
bracis-28357	311	10	(	(	PUNCT
bracis-28357	311	11	big	big	ADJ
bracis-28357	311	12	data	datum	NOUN
bracis-28357	311	13	)	)	PUNCT
bracis-28357	311	14	,	,	PUNCT
bracis-28357	311	15	pp	pp	ADP
bracis-28357	311	16	.	.	PUNCT
bracis-28357	312	1	3544–3547	3544–3547	NUM
bracis-28357	312	2	(	(	PUNCT
bracis-28357	312	3	2021	2021	NUM
bracis-28357	312	4	)	)	PUNCT
bracis-28357	312	5	google	google	NOUN
bracis-28357	312	6	scholar	scholar	NOUN
bracis-28357	312	7	  	  	SPACE
bracis-28357	312	8	paschoal	paschoal	NOUN
bracis-28357	312	9	,	,	PUNCT
bracis-28357	312	10	a.f.a	a.f.a	NOUN
bracis-28357	312	11	.	.	PUNCT
bracis-28357	312	12	,	,	PUNCT
bracis-28357	312	13	et	et	PROPN
bracis-28357	312	14	al	al	PROPN
bracis-28357	312	15	.	.	PROPN
bracis-28357	312	16	:	:	PUNCT
bracis-28357	313	1	pirá	pirá	NOUN
bracis-28357	313	2	:	:	PUNCT
bracis-28357	313	3	a	a	DET
bracis-28357	313	4	bilingual	bilingual	ADJ
bracis-28357	313	5	portuguese	portuguese	ADJ
bracis-28357	313	6	-	-	PUNCT
bracis-28357	313	7	english	english	PROPN
bracis-28357	313	8	dataset	dataset	NOUN
bracis-28357	313	9	for	for	ADP
bracis-28357	313	10	question	question	NOUN
bracis-28357	313	11	-	-	PUNCT
bracis-28357	313	12	answering	answering	NOUN
bracis-28357	313	13	about	about	ADP
bracis-28357	313	14	the	the	DET
bracis-28357	313	15	ocean	ocean	NOUN
bracis-28357	313	16	.	.	PUNCT
bracis-28357	314	1	in	in	ADP
bracis-28357	314	2	:	:	PUNCT
bracis-28357	314	3	demartini	demartini	NOUN
bracis-28357	314	4	,	,	PUNCT
bracis-28357	314	5	g.	g.	PROPN
bracis-28357	314	6	,	,	PUNCT
bracis-28357	314	7	zuccon	zuccon	PROPN
bracis-28357	314	8	,	,	PUNCT
bracis-28357	314	9	g.	g.	PROPN
bracis-28357	314	10	,	,	PUNCT
bracis-28357	314	11	culpepper	culpepper	PROPN
bracis-28357	314	12	,	,	PUNCT
bracis-28357	314	13	j.s	j.s	PROPN
bracis-28357	314	14	.	.	PROPN
bracis-28357	314	15	,	,	PUNCT
bracis-28357	314	16	huang	huang	PROPN
bracis-28357	314	17	,	,	PUNCT
bracis-28357	314	18	z.	z.	PROPN
bracis-28357	314	19	,	,	PUNCT
bracis-28357	314	20	tong	tong	PROPN
bracis-28357	314	21	,	,	PUNCT
bracis-28357	314	22	h.	h.	PROPN
bracis-28357	314	23	(	(	PUNCT
bracis-28357	314	24	eds	eds	PROPN
bracis-28357	314	25	.	.	PUNCT
bracis-28357	314	26	)	)	PUNCT
bracis-28357	314	27	cikm	cikm	NOUN
bracis-28357	314	28	2021	2021	NUM
bracis-28357	314	29	:	:	PUNCT
bracis-28357	314	30	the	the	DET
bracis-28357	314	31	30th	30th	ADJ
bracis-28357	314	32	acm	acm	PROPN
bracis-28357	314	33	international	international	ADJ
bracis-28357	314	34	conference	conference	NOUN
bracis-28357	314	35	on	on	ADP
bracis-28357	314	36	information	information	NOUN
bracis-28357	314	37	and	and	CCONJ
bracis-28357	314	38	knowledge	knowledge	NOUN
bracis-28357	314	39	management	management	NOUN
bracis-28357	314	40	,	,	PUNCT
bracis-28357	314	41	virtual	virtual	ADJ
bracis-28357	314	42	event	event	NOUN
bracis-28357	314	43	,	,	PUNCT
bracis-28357	314	44	queensland	queensland	PROPN
bracis-28357	314	45	,	,	PUNCT
bracis-28357	314	46	australia	australia	PROPN
bracis-28357	314	47	,	,	PUNCT
bracis-28357	314	48	1–5	1–5	PROPN
bracis-28357	314	49	november	november	PROPN
bracis-28357	314	50	2021	2021	NUM
bracis-28357	314	51	,	,	PUNCT
bracis-28357	314	52	pp	pp	ADV
bracis-28357	314	53	.	.	PUNCT
bracis-28357	315	1	4544–4553	4544–4553	NUM
bracis-28357	315	2	.	.	PUNCT
bracis-28357	315	3	acm	acm	PROPN
bracis-28357	315	4	(	(	PUNCT
bracis-28357	315	5	2021	2021	NUM
bracis-28357	315	6	)	)	PUNCT
bracis-28357	315	7	.	.	PUNCT
bracis-28357	316	1	https://doi.org/10.1145/3459637.3482012	https://doi.org/10.1145/3459637.3482012	PROPN
bracis-28357	316	2	shekhar	shekhar	PROPN
bracis-28357	316	3	,	,	PUNCT
bracis-28357	316	4	g.	g.	PROPN
bracis-28357	316	5	,	,	PUNCT
bracis-28357	316	6	bodkhe	bodkhe	ADJ
bracis-28357	316	7	,	,	PUNCT
bracis-28357	316	8	s.	s.	PROPN
bracis-28357	316	9	,	,	PUNCT
bracis-28357	316	10	fernandes	fernandes	PROPN
bracis-28357	316	11	,	,	PUNCT
bracis-28357	316	12	k.	k.	PROPN
bracis-28357	316	13	:	:	PUNCT
bracis-28357	316	14	on	on	ADP
bracis-28357	316	15	-	-	PUNCT
bracis-28357	316	16	demand	demand	NOUN
bracis-28357	316	17	intelligent	intelligent	ADJ
bracis-28357	316	18	resource	resource	NOUN
bracis-28357	316	19	assessment	assessment	NOUN
bracis-28357	316	20	and	and	CCONJ
bracis-28357	316	21	allocation	allocation	NOUN
bracis-28357	316	22	system	system	NOUN
bracis-28357	316	23	using	use	VERB
bracis-28357	316	24	nlp	nlp	NOUN
bracis-28357	316	25	for	for	ADP
bracis-28357	316	26	project	project	NOUN
bracis-28357	316	27	management	management	NOUN
bracis-28357	316	28	.	.	PUNCT
bracis-28357	317	1	in	in	ADP
bracis-28357	317	2	:	:	PUNCT
bracis-28357	317	3	amcis	amcis	ADV
bracis-28357	317	4	2020	2020	NUM
bracis-28357	317	5	proceedings	proceeding	NOUN
bracis-28357	317	6	,	,	PUNCT
bracis-28357	317	7	vol	vol	NOUN
bracis-28357	317	8	.	.	PROPN
bracis-28357	317	9	8	8	NUM
bracis-28357	317	10	(	(	PUNCT
bracis-28357	317	11	2020	2020	NUM
bracis-28357	317	12	)	)	PUNCT
bracis-28357	317	13	google	google	PROPN
bracis-28357	317	14	scholar	scholar	NOUN
bracis-28357	317	15	  	  	SPACE
bracis-28357	317	16	tran	tran	PROPN
bracis-28357	317	17	-	-	PUNCT
bracis-28357	317	18	thanh	thanh	PROPN
bracis-28357	317	19	,	,	PUNCT
bracis-28357	317	20	l.	l.	PROPN
bracis-28357	317	21	,	,	PUNCT
bracis-28357	317	22	stein	stein	PROPN
bracis-28357	317	23	,	,	PUNCT
bracis-28357	317	24	s.	s.	PROPN
bracis-28357	317	25	,	,	PUNCT
bracis-28357	317	26	rogers	rogers	PROPN
bracis-28357	317	27	,	,	PUNCT
bracis-28357	317	28	a.	a.	PROPN
bracis-28357	317	29	,	,	PUNCT
bracis-28357	317	30	jennings	jennings	PROPN
bracis-28357	317	31	,	,	PUNCT
bracis-28357	317	32	n.	n.	NOUN
bracis-28357	317	33	:	:	PUNCT
bracis-28357	317	34	efficient	efficient	ADJ
bracis-28357	317	35	crowdsourcing	crowdsourcing	NOUN
bracis-28357	317	36	of	of	ADP
bracis-28357	317	37	unknown	unknown	ADJ
bracis-28357	317	38	experts	expert	NOUN
bracis-28357	317	39	using	use	VERB
bracis-28357	317	40	bounded	bounded	ADJ
bracis-28357	317	41	multi	multi	ADJ
bracis-28357	317	42	-	-	ADJ
bracis-28357	317	43	armed	armed	ADJ
bracis-28357	317	44	bandits	bandit	NOUN
bracis-28357	317	45	.	.	PUNCT
bracis-28357	318	1	artif	artif	INTJ
bracis-28357	318	2	.	.	PUNCT
bracis-28357	319	1	intell	intell	PROPN
bracis-28357	319	2	.	.	PUNCT
bracis-28357	320	1	214	214	NUM
bracis-28357	320	2	,	,	PUNCT
bracis-28357	320	3	89–111	89–111	NUM
bracis-28357	320	4	(	(	PUNCT
bracis-28357	320	5	2014	2014	NUM
bracis-28357	320	6	)	)	PUNCT
bracis-28357	320	7	article	article	NOUN
bracis-28357	320	8	  	  	SPACE
bracis-28357	320	9	mathscinet	mathscinet	NOUN
bracis-28357	320	10	  	  	SPACE
bracis-28357	320	11	math	math	NOUN
bracis-28357	320	12	  	  	SPACE
bracis-28357	320	13	google	google	PROPN
bracis-28357	320	14	scholar	scholar	NOUN
bracis-28357	320	15	  	  	SPACE
bracis-28357	320	16	tu	tu	PROPN
bracis-28357	320	17	,	,	PUNCT
bracis-28357	320	18	j.	j.	PROPN
bracis-28357	320	19	,	,	PUNCT
bracis-28357	320	20	cheng	cheng	PROPN
bracis-28357	320	21	,	,	PUNCT
bracis-28357	320	22	p.	p.	PROPN
bracis-28357	320	23	,	,	PUNCT
bracis-28357	320	24	chen	chen	PROPN
bracis-28357	320	25	,	,	PUNCT
bracis-28357	320	26	l.	l.	PROPN
bracis-28357	320	27	:	:	PUNCT
bracis-28357	320	28	quality	quality	NOUN
bracis-28357	320	29	-	-	PUNCT
bracis-28357	320	30	assured	assure	VERB
bracis-28357	320	31	synchronized	synchronize	VERB
bracis-28357	320	32	task	task	NOUN
bracis-28357	320	33	assignment	assignment	NOUN
bracis-28357	320	34	in	in	ADP
bracis-28357	320	35	crowdsourcing	crowdsourcing	PROPN
bracis-28357	320	36	.	.	PUNCT
bracis-28357	321	1	ieee	ieee	PROPN
bracis-28357	321	2	trans	trans	PROPN
bracis-28357	321	3	.	.	PROPN
bracis-28357	322	1	knowl	knowl	PROPN
bracis-28357	322	2	.	.	PUNCT
bracis-28357	323	1	data	data	PROPN
bracis-28357	323	2	eng	eng	PROPN
bracis-28357	323	3	.	.	PROPN
bracis-28357	324	1	33(3	33(3	NUM
bracis-28357	324	2	)	)	PUNCT
bracis-28357	324	3	,	,	PUNCT
bracis-28357	324	4	1156–1168	1156–1168	NUM
bracis-28357	324	5	(	(	PUNCT
bracis-28357	324	6	2021	2021	NUM
bracis-28357	324	7	)	)	PUNCT
bracis-28357	324	8	google	google	NOUN
bracis-28357	324	9	scholar	scholar	NOUN
bracis-28357	324	10	  	  	SPACE
bracis-28357	324	11	veldkamp	veldkamp	NOUN
bracis-28357	324	12	,	,	PUNCT
bracis-28357	324	13	b.p	b.p	PROPN
bracis-28357	324	14	.	.	PROPN
bracis-28357	324	15	:	:	PUNCT
bracis-28357	325	1	bayesian	bayesian	NOUN
bracis-28357	325	2	item	item	NOUN
bracis-28357	325	3	selection	selection	NOUN
bracis-28357	325	4	in	in	ADP
bracis-28357	325	5	constrained	constrain	VERB
bracis-28357	325	6	adaptive	adaptive	ADJ
bracis-28357	325	7	testing	testing	NOUN
bracis-28357	325	8	using	use	VERB
bracis-28357	325	9	shadow	shadow	NOUN
bracis-28357	325	10	tests	test	NOUN
bracis-28357	325	11	.	.	PUNCT
bracis-28357	326	1	psicologica	psicologica	PROPN
bracis-28357	326	2	31(1	31(1	NUM
bracis-28357	326	3	)	)	PUNCT
bracis-28357	326	4	,	,	PUNCT
bracis-28357	326	5	149–169	149–169	NUM
bracis-28357	326	6	(	(	PUNCT
bracis-28357	326	7	2010	2010	NUM
bracis-28357	326	8	)	)	PUNCT
bracis-28357	326	9	google	google	PROPN
bracis-28357	326	10	scholar	scholar	NOUN
bracis-28357	326	11	  	  	SPACE
bracis-28357	326	12	yu	yu	PROPN
bracis-28357	326	13	,	,	PUNCT
bracis-28357	326	14	d.	d.	PROPN
bracis-28357	326	15	,	,	PUNCT
bracis-28357	326	16	wang	wang	PROPN
bracis-28357	326	17	,	,	PUNCT
bracis-28357	326	18	y.	y.	PROPN
bracis-28357	326	19	,	,	PUNCT
bracis-28357	326	20	zhou	zhou	PROPN
bracis-28357	326	21	,	,	PUNCT
bracis-28357	326	22	z.	z.	PROPN
bracis-28357	326	23	:	:	PUNCT
bracis-28357	327	1	software	software	PROPN
bracis-28357	327	2	crowdsourcing	crowdsource	VERB
bracis-28357	327	3	task	task	PROPN
bracis-28357	327	4	allocation	allocation	NOUN
bracis-28357	327	5	algorithm	algorithm	NOUN
bracis-28357	327	6	based	base	VERB
bracis-28357	327	7	on	on	ADP
bracis-28357	327	8	dynamic	dynamic	ADJ
bracis-28357	327	9	utility	utility	NOUN
bracis-28357	327	10	.	.	PUNCT
bracis-28357	328	1	ieee	ieee	NOUN
bracis-28357	328	2	access	access	NOUN
bracis-28357	328	3	7	7	NUM
bracis-28357	328	4	,	,	PUNCT
bracis-28357	328	5	33094–33106	33094–33106	NUM
bracis-28357	328	6	(	(	PUNCT
bracis-28357	328	7	2019	2019	NUM
bracis-28357	328	8	)	)	PUNCT
bracis-28357	328	9	article	article	NOUN
bracis-28357	328	10	  	  	SPACE
bracis-28357	328	11	google	google	PROPN
bracis-28357	328	12	scholar	scholar	NOUN
bracis-28357	328	13	  	  	SPACE
bracis-28357	328	14	download	download	NOUN
bracis-28357	328	15	references	reference	NOUN
bracis-28357	328	16	author	author	NOUN
bracis-28357	328	17	information	information	NOUN
bracis-28357	328	18	authors	author	NOUN
bracis-28357	328	19	and	and	CCONJ
bracis-28357	328	20	affiliations	affiliation	NOUN
bracis-28357	328	21	school	school	NOUN
bracis-28357	328	22	of	of	ADP
bracis-28357	328	23	arts	art	NOUN
bracis-28357	328	24	,	,	PUNCT
bracis-28357	328	25	sciences	science	NOUN
bracis-28357	328	26	and	and	CCONJ
bracis-28357	328	27	humanities	humanity	NOUN
bracis-28357	328	28	,	,	PUNCT
bracis-28357	328	29	university	university	PROPN
bracis-28357	328	30	of	of	ADP
bracis-28357	328	31	são	são	PROPN
bracis-28357	328	32	paulo	paulo	PROPN
bracis-28357	328	33	,	,	PUNCT
bracis-28357	328	34	são	são	PROPN
bracis-28357	328	35	paulo	paulo	PROPN
bracis-28357	328	36	,	,	PUNCT
bracis-28357	328	37	brazil	brazil	PROPN
bracis-28357	328	38	joão	joão	PROPN
bracis-28357	328	39	da	da	PROPN
bracis-28357	328	40	silva	silva	PROPN
bracis-28357	328	41	,	,	PUNCT
bracis-28357	328	42	 	 	SPACE
bracis-28357	328	43	sarajane	sarajane	NOUN
bracis-28357	328	44	peres	peres	PROPN
bracis-28357	328	45	,	,	PUNCT
bracis-28357	328	46	 	 	SPACE
bracis-28357	328	47	daniel	daniel	PROPN
bracis-28357	328	48	cordeiro	cordeiro	PROPN
bracis-28357	328	49	 	 	SPACE
bracis-28357	328	50	&	&	CCONJ
bracis-28357	328	51	 	 	SPACE
bracis-28357	328	52	valdinei	valdinei	PROPN
bracis-28357	328	53	freire	freire	PROPN
bracis-28357	328	54	authors	author	NOUN
bracis-28357	328	55	joão	joão	PROPN
bracis-28357	328	56	da	da	PROPN
bracis-28357	328	57	silvaview	silvaview	PROPN
bracis-28357	328	58	author	author	NOUN
bracis-28357	328	59	publications	publication	NOUN
bracis-28357	328	60	search	search	NOUN
bracis-28357	328	61	author	author	NOUN
bracis-28357	328	62	on	on	ADP
bracis-28357	328	63	:	:	PUNCT
bracis-28357	328	64	pubmed	pubmed	PROPN
bracis-28357	328	65	 	 	SPACE
bracis-28357	328	66	google	google	PROPN
bracis-28357	328	67	scholar	scholar	NOUN
bracis-28357	328	68	sarajane	sarajane	NOUN
bracis-28357	328	69	peresview	peresview	NOUN
bracis-28357	328	70	author	author	NOUN
bracis-28357	328	71	publications	publication	NOUN
bracis-28357	328	72	search	search	NOUN
bracis-28357	328	73	author	author	NOUN
bracis-28357	328	74	on	on	ADP
bracis-28357	328	75	:	:	PUNCT
bracis-28357	328	76	pubmed	pubmed	PROPN
bracis-28357	328	77	 	 	SPACE
bracis-28357	328	78	google	google	PROPN
bracis-28357	328	79	scholar	scholar	NOUN
bracis-28357	328	80	daniel	daniel	PROPN
bracis-28357	328	81	cordeiroview	cordeiroview	PROPN
bracis-28357	328	82	author	author	NOUN
bracis-28357	328	83	publications	publication	NOUN
bracis-28357	328	84	search	search	NOUN
bracis-28357	328	85	author	author	NOUN
bracis-28357	328	86	on	on	ADP
bracis-28357	328	87	:	:	PUNCT
bracis-28357	328	88	pubmed	pubmed	PROPN
bracis-28357	328	89	 	 	SPACE
bracis-28357	328	90	google	google	PROPN
bracis-28357	328	91	scholar	scholar	NOUN
bracis-28357	328	92	valdinei	valdinei	NOUN
bracis-28357	328	93	freireview	freireview	NOUN
bracis-28357	328	94	author	author	NOUN
bracis-28357	328	95	publications	publication	NOUN
bracis-28357	328	96	search	search	NOUN
bracis-28357	328	97	author	author	NOUN
bracis-28357	328	98	on	on	ADP
bracis-28357	328	99	:	:	PUNCT
bracis-28357	328	100	pubmed	pubmed	PROPN
bracis-28357	328	101	 	 	SPACE
bracis-28357	328	102	google	google	PROPN
bracis-28357	328	103	scholar	scholar	NOUN
bracis-28357	328	104	corresponding	correspond	VERB
bracis-28357	328	105	author	author	NOUN
bracis-28357	328	106	correspondence	correspondence	NOUN
bracis-28357	328	107	to	to	ADP
bracis-28357	328	108	joão	joão	PROPN
bracis-28357	328	109	da	da	PROPN
bracis-28357	328	110	silva	silva	PROPN
bracis-28357	328	111	.	.	PUNCT
bracis-28357	329	1	editor	editor	NOUN
bracis-28357	329	2	information	information	NOUN
bracis-28357	329	3	editors	editor	NOUN
bracis-28357	329	4	and	and	CCONJ
bracis-28357	329	5	affiliations	affiliation	NOUN
bracis-28357	329	6	federal	federal	PROPN
bracis-28357	329	7	university	university	PROPN
bracis-28357	329	8	of	of	ADP
bracis-28357	329	9	são	são	PROPN
bracis-28357	329	10	carlos	carlos	PROPN
bracis-28357	329	11	,	,	PUNCT
bracis-28357	329	12	são	são	PROPN
bracis-28357	329	13	carlos	carlos	PROPN
bracis-28357	329	14	,	,	PUNCT
bracis-28357	329	15	brazil	brazil	PROPN
bracis-28357	329	16	murilo	murilo	PROPN
bracis-28357	329	17	c.	c.	PROPN
bracis-28357	329	18	naldi	naldi	PROPN
bracis-28357	329	19	centro	centro	PROPN
bracis-28357	329	20	universitario	universitario	PROPN
bracis-28357	329	21	da	da	PROPN
bracis-28357	329	22	fei	fei	PROPN
bracis-28357	329	23	,	,	PUNCT
bracis-28357	329	24	são	são	PROPN
bracis-28357	329	25	bernardo	bernardo	PROPN
bracis-28357	329	26	do	do	AUX
bracis-28357	329	27	campo	campo	PROPN
bracis-28357	329	28	,	,	PUNCT
bracis-28357	329	29	brazil	brazil	PROPN
bracis-28357	329	30	reinaldo	reinaldo	PROPN
bracis-28357	329	31	a.	a.	PROPN
bracis-28357	329	32	c.	c.	PROPN
bracis-28357	329	33	bianchi	bianchi	PROPN
bracis-28357	329	34	rights	right	NOUN
bracis-28357	329	35	and	and	CCONJ
bracis-28357	329	36	permissions	permission	NOUN
bracis-28357	329	37	reprints	reprint	NOUN
bracis-28357	329	38	and	and	CCONJ
bracis-28357	329	39	permissions	permission	VERB
bracis-28357	329	40	copyright	copyright	NOUN
bracis-28357	329	41	information	information	NOUN
bracis-28357	329	42	©	©	ADP
bracis-28357	329	43	2023	2023	NUM
bracis-28357	329	44	the	the	DET
bracis-28357	329	45	author(s	author(s	NOUN
bracis-28357	329	46	)	)	PUNCT
bracis-28357	329	47	,	,	PUNCT
bracis-28357	329	48	under	under	ADP
bracis-28357	329	49	exclusive	exclusive	ADJ
bracis-28357	329	50	license	license	NOUN
bracis-28357	329	51	to	to	ADP
bracis-28357	329	52	springer	springer	NOUN
bracis-28357	329	53	nature	nature	PROPN
bracis-28357	329	54	switzerland	switzerland	PROPN
bracis-28357	329	55	ag	ag	PROPN
bracis-28357	329	56	about	about	ADP
bracis-28357	329	57	this	this	DET
bracis-28357	329	58	paper	paper	NOUN
bracis-28357	329	59	cite	cite	VERB
bracis-28357	329	60	this	this	DET
bracis-28357	329	61	paper	paper	NOUN
bracis-28357	329	62	da	da	PROPN
bracis-28357	329	63	silva	silva	PROPN
bracis-28357	329	64	,	,	PUNCT
bracis-28357	329	65	j.	j.	PROPN
bracis-28357	329	66	,	,	PUNCT
bracis-28357	329	67	peres	peres	PROPN
bracis-28357	329	68	,	,	PUNCT
bracis-28357	329	69	s.	s.	PROPN
bracis-28357	329	70	,	,	PUNCT
bracis-28357	329	71	cordeiro	cordeiro	PROPN
bracis-28357	329	72	,	,	PUNCT
bracis-28357	329	73	d.	d.	PROPN
bracis-28357	329	74	,	,	PUNCT
bracis-28357	329	75	freire	freire	PROPN
bracis-28357	329	76	,	,	PUNCT
bracis-28357	329	77	v.	v.	PROPN
bracis-28357	329	78	(	(	PUNCT
bracis-28357	329	79	2023	2023	NUM
bracis-28357	329	80	)	)	PUNCT
bracis-28357	329	81	.	.	PUNCT
bracis-28357	330	1	allocating	allocate	VERB
bracis-28357	330	2	dynamic	dynamic	ADJ
bracis-28357	330	3	and	and	CCONJ
bracis-28357	330	4	 	 	SPACE
bracis-28357	330	5	finite	finite	ADJ
bracis-28357	330	6	resources	resource	NOUN
bracis-28357	330	7	to	to	ADP
bracis-28357	330	8	 	 	SPACE
bracis-28357	330	9	a	a	DET
bracis-28357	330	10	 	 	SPACE
bracis-28357	330	11	set	set	NOUN
bracis-28357	330	12	of	of	ADP
bracis-28357	330	13	 	 	SPACE
bracis-28357	330	14	known	know	VERB
bracis-28357	330	15	tasks	task	NOUN
bracis-28357	330	16	.	.	PUNCT
bracis-28357	331	1	in	in	ADP
bracis-28357	331	2	:	:	PUNCT
bracis-28357	331	3	naldi	naldi	PROPN
bracis-28357	331	4	,	,	PUNCT
bracis-28357	331	5	m.c	m.c	PROPN
bracis-28357	331	6	.	.	PROPN
bracis-28357	331	7	,	,	PUNCT
bracis-28357	331	8	bianchi	bianchi	PROPN
bracis-28357	331	9	,	,	PUNCT
bracis-28357	331	10	r.a.c	r.a.c	ADP
bracis-28357	331	11	.	.	PUNCT
bracis-28357	331	12	(	(	PUNCT
bracis-28357	331	13	eds	ed	NOUN
bracis-28357	331	14	)	)	PUNCT
bracis-28357	331	15	intelligent	intelligent	ADJ
bracis-28357	331	16	systems	system	NOUN
bracis-28357	331	17	.	.	PUNCT
bracis-28357	332	1	bracis	bracis	PROPN
bracis-28357	332	2	2023	2023	NUM
bracis-28357	332	3	.	.	PUNCT
bracis-28357	333	1	lecture	lecture	NOUN
bracis-28357	333	2	notes	note	NOUN
bracis-28357	333	3	in	in	ADP
bracis-28357	333	4	computer	computer	NOUN
bracis-28357	333	5	science	science	NOUN
bracis-28357	333	6	(	(	PUNCT
bracis-28357	333	7	)	)	PUNCT
bracis-28357	333	8	,	,	PUNCT
bracis-28357	333	9	vol	vol	NOUN
bracis-28357	333	10	14195	14195	NUM
bracis-28357	333	11	.	.	PUNCT
bracis-28357	334	1	springer	springer	NOUN
bracis-28357	334	2	,	,	PUNCT
bracis-28357	334	3	cham	cham	PROPN
bracis-28357	334	4	.	.	PUNCT
bracis-28357	335	1	https://doi.org/10.1007/978-3-031-45368-7_13	https://doi.org/10.1007/978-3-031-45368-7_13	NOUN
bracis-28357	335	2	download	download	NOUN
bracis-28357	335	3	citation	citation	NOUN
bracis-28357	335	4	.ris	.ris	PUNCT
bracis-28357	335	5	.enw	.enw	PROPN
bracis-28357	335	6	.bib	.bib	PUNCT
bracis-28357	336	1	doi	doi	PROPN
bracis-28357	336	2	:	:	PUNCT
bracis-28357	336	3	https://doi.org/10.1007/978-3-031-45368-7_13	https://doi.org/10.1007/978-3-031-45368-7_13	PUNCT
bracis-28357	336	4	published	publish	VERB
bracis-28357	336	5	:	:	PUNCT
bracis-28357	336	6	12	12	NUM
bracis-28357	336	7	october	october	PROPN
bracis-28357	336	8	2023	2023	NUM
bracis-28357	336	9	publisher	publisher	NOUN
bracis-28357	336	10	name	name	NOUN
bracis-28357	336	11	:	:	PUNCT
bracis-28357	336	12	springer	springer	NOUN
bracis-28357	336	13	,	,	PUNCT
bracis-28357	336	14	cham	cham	PROPN
bracis-28357	336	15	print	print	PROPN
bracis-28357	336	16	isbn	isbn	PROPN
bracis-28357	336	17	:	:	PUNCT
bracis-28357	336	18	978	978	NUM
bracis-28357	336	19	-	-	SYM
bracis-28357	336	20	3	3	NUM
bracis-28357	336	21	-	-	PUNCT
bracis-28357	336	22	031	031	NUM
bracis-28357	336	23	-	-	PUNCT
bracis-28357	336	24	45367	45367	NUM
bracis-28357	336	25	-	-	PUNCT
bracis-28357	336	26	0	0	NUM
bracis-28357	336	27	online	online	ADJ
bracis-28357	336	28	isbn	isbn	NOUN
bracis-28357	336	29	:	:	PUNCT
bracis-28357	336	30	978	978	NUM
bracis-28357	336	31	-	-	SYM
bracis-28357	336	32	3	3	NUM
bracis-28357	336	33	-	-	PUNCT
bracis-28357	336	34	031	031	NUM
bracis-28357	336	35	-	-	PUNCT
bracis-28357	336	36	45368	45368	NUM
bracis-28357	336	37	-	-	PUNCT
bracis-28357	336	38	7	7	NUM
bracis-28357	336	39	ebook	ebook	NOUN
bracis-28357	336	40	packages	package	NOUN
bracis-28357	336	41	:	:	PUNCT
bracis-28357	336	42	computer	computer	NOUN
bracis-28357	336	43	sciencecomputer	sciencecomputer	NOUN
bracis-28357	336	44	science	science	NOUN
bracis-28357	336	45	(	(	PUNCT
bracis-28357	336	46	r0	r0	NOUN
bracis-28357	336	47	)	)	PUNCT
bracis-28357	336	48	share	share	VERB
bracis-28357	336	49	this	this	DET
bracis-28357	336	50	paper	paper	NOUN
bracis-28357	336	51	anyone	anyone	PRON
bracis-28357	336	52	you	you	PRON
bracis-28357	336	53	share	share	VERB
bracis-28357	336	54	the	the	DET
bracis-28357	336	55	following	follow	VERB
bracis-28357	336	56	link	link	NOUN
bracis-28357	336	57	with	with	ADP
bracis-28357	336	58	will	will	AUX
bracis-28357	336	59	be	be	AUX
bracis-28357	336	60	able	able	ADJ
bracis-28357	336	61	to	to	PART
bracis-28357	336	62	read	read	VERB
bracis-28357	336	63	this	this	DET
bracis-28357	336	64	content	content	NOUN
bracis-28357	336	65	:	:	PUNCT
bracis-28357	336	66	get	get	VERB
bracis-28357	336	67	shareable	shareable	ADJ
bracis-28357	336	68	linksorry	linksorry	NOUN
bracis-28357	336	69	,	,	PUNCT
bracis-28357	336	70	a	a	DET
bracis-28357	336	71	shareable	shareable	ADJ
bracis-28357	336	72	link	link	NOUN
bracis-28357	336	73	is	be	AUX
bracis-28357	336	74	not	not	PART
bracis-28357	336	75	currently	currently	ADV
bracis-28357	336	76	available	available	ADJ
bracis-28357	336	77	for	for	ADP
bracis-28357	336	78	this	this	DET
bracis-28357	336	79	article	article	NOUN
bracis-28357	336	80	.	.	PUNCT
bracis-28357	337	1	copy	copy	VERB
bracis-28357	337	2	shareable	shareable	ADJ
bracis-28357	337	3	link	link	NOUN
bracis-28357	337	4	to	to	PART
bracis-28357	337	5	clipboard	clipboard	NOUN
bracis-28357	337	6	provided	provide	VERB
bracis-28357	337	7	by	by	ADP
bracis-28357	337	8	the	the	DET
bracis-28357	337	9	springer	springer	NOUN
bracis-28357	337	10	nature	nature	PROPN
bracis-28357	337	11	sharedit	sharedit	PROPN
bracis-28357	337	12	content	content	NOUN
bracis-28357	337	13	-	-	PUNCT
bracis-28357	337	14	sharing	share	VERB
bracis-28357	337	15	initiative	initiative	NOUN
bracis-28357	337	16	keywords	keyword	VERB
bracis-28357	337	17	dynamic	dynamic	ADJ
bracis-28357	337	18	resource	resource	NOUN
bracis-28357	337	19	allocation	allocation	NOUN
bracis-28357	337	20	adaptive	adaptive	ADJ
bracis-28357	337	21	allocation	allocation	NOUN
bracis-28357	337	22	shadow	shadow	NOUN
bracis-28357	337	23	test	test	NOUN
bracis-28357	337	24	publish	publish	VERB
bracis-28357	337	25	with	with	ADP
bracis-28357	337	26	us	us	PROPN
bracis-28357	337	27	policies	policy	NOUN
bracis-28357	337	28	and	and	CCONJ
bracis-28357	337	29	ethics	ethic	NOUN
bracis-28357	337	30	search	search	NOUN
bracis-28357	337	31	search	search	NOUN
bracis-28357	337	32	by	by	ADP
bracis-28357	337	33	keyword	keyword	NOUN
bracis-28357	337	34	or	or	CCONJ
bracis-28357	337	35	author	author	NOUN
bracis-28357	337	36	search	search	NOUN
bracis-28357	337	37	navigation	navigation	NOUN
bracis-28357	337	38	find	find	VERB
bracis-28357	337	39	a	a	DET
bracis-28357	337	40	journal	journal	NOUN
bracis-28357	337	41	publish	publish	VERB
bracis-28357	337	42	with	with	ADP
bracis-28357	337	43	us	we	PRON
bracis-28357	337	44	track	track	VERB
bracis-28357	337	45	your	your	PRON
bracis-28357	337	46	research	research	NOUN
bracis-28357	337	47	discover	discover	VERB
bracis-28357	337	48	content	content	NOUN
bracis-28357	337	49	journals	journal	NOUN
bracis-28357	337	50	a	a	DET
bracis-28357	337	51	-	-	PUNCT
bracis-28357	337	52	z	z	NOUN
bracis-28357	337	53	books	book	NOUN
bracis-28357	337	54	a	a	DET
bracis-28357	337	55	-	-	PUNCT
bracis-28357	337	56	z	z	NOUN
bracis-28357	337	57	publish	publish	NOUN
bracis-28357	337	58	with	with	ADP
bracis-28357	337	59	us	us	PROPN
bracis-28357	337	60	journal	journal	PROPN
bracis-28357	337	61	finder	finder	PROPN
bracis-28357	337	62	publish	publish	VERB
bracis-28357	337	63	your	your	PRON
bracis-28357	337	64	research	research	NOUN
bracis-28357	337	65	language	language	NOUN
bracis-28357	337	66	editing	edit	VERB
bracis-28357	337	67	open	open	ADJ
bracis-28357	337	68	access	access	NOUN
bracis-28357	337	69	publishing	publishing	NOUN
bracis-28357	337	70	products	product	NOUN
bracis-28357	337	71	and	and	CCONJ
bracis-28357	337	72	services	service	NOUN
bracis-28357	337	73	our	our	PRON
bracis-28357	337	74	products	product	NOUN
bracis-28357	337	75	librarians	librarian	VERB
bracis-28357	337	76	societies	society	NOUN
bracis-28357	337	77	partners	partner	NOUN
bracis-28357	337	78	and	and	CCONJ
bracis-28357	337	79	advertisers	advertiser	NOUN
bracis-28357	337	80	our	our	PRON
bracis-28357	337	81	brands	brand	NOUN
bracis-28357	337	82	springer	springer	NOUN
bracis-28357	337	83	nature	nature	PROPN
bracis-28357	337	84	portfolio	portfolio	PROPN
bracis-28357	337	85	bmc	bmc	PROPN
bracis-28357	337	86	palgrave	palgrave	PROPN
bracis-28357	337	87	macmillan	macmillan	PROPN
bracis-28357	337	88	apress	apress	PROPN
bracis-28357	337	89	discover	discover	VERB
bracis-28357	337	90	your	your	PRON
bracis-28357	337	91	privacy	privacy	NOUN
bracis-28357	337	92	choices	choice	NOUN
bracis-28357	337	93	/	/	SYM
bracis-28357	337	94	manage	manage	NOUN
bracis-28357	337	95	cookies	cookie	NOUN
bracis-28357	337	96	your	your	PRON
bracis-28357	337	97	us	us	PROPN
bracis-28357	338	1	state	state	NOUN
bracis-28357	338	2	privacy	privacy	NOUN
bracis-28357	338	3	rights	right	NOUN
bracis-28357	338	4	accessibility	accessibility	NOUN
bracis-28357	338	5	statement	statement	NOUN
bracis-28357	338	6	terms	term	NOUN
bracis-28357	338	7	and	and	CCONJ
bracis-28357	338	8	conditions	condition	NOUN
bracis-28357	338	9	privacy	privacy	NOUN
bracis-28357	338	10	policy	policy	NOUN
bracis-28357	338	11	help	help	NOUN
bracis-28357	338	12	and	and	CCONJ
bracis-28357	338	13	support	support	VERB
bracis-28357	338	14	legal	legal	ADJ
bracis-28357	338	15	notice	notice	NOUN
bracis-28357	338	16	cancel	cancel	VERB
bracis-28357	338	17	contracts	contract	NOUN
bracis-28357	338	18	here	here	ADV
bracis-28357	338	19	129.74.145.123	129.74.145.123	NUM
bracis-28357	338	20	hesburgh	hesburgh	PROPN
bracis-28357	338	21	library	library	PROPN
bracis-28357	338	22	er	er	INTJ
bracis-28357	338	23	unit	unit	NOUN
bracis-28357	338	24	(	(	PUNCT
bracis-28357	338	25	3005732405	3005732405	NUM
bracis-28357	338	26	)	)	PUNCT
bracis-28357	338	27	northeast	northeast	ADJ
bracis-28357	338	28	research	research	NOUN
bracis-28357	338	29	libraries	library	NOUN
bracis-28357	338	30	(	(	PUNCT
bracis-28357	338	31	nerl	nerl	PROPN
bracis-28357	338	32	)	)	PUNCT
bracis-28357	338	33	(	(	PUNCT
bracis-28357	338	34	8200828607	8200828607	NUM
bracis-28357	338	35	)	)	PUNCT
bracis-28357	338	36	nerl	nerl	VERB
bracis-28357	338	37	ta	ta	X
bracis-28357	338	38	account	account	NOUN
bracis-28357	338	39	(	(	PUNCT
bracis-28357	338	40	3006206169	3006206169	NUM
bracis-28357	338	41	)	)	PUNCT
bracis-28357	338	42	university	university	NOUN
bracis-28357	338	43	of	of	ADP
bracis-28357	338	44	notre	notre	PROPN
bracis-28357	338	45	dame	dame	PROPN
bracis-28357	338	46	hesburgh	hesburgh	PROPN
bracis-28357	338	47	library	library	NOUN
bracis-28357	338	48	(	(	PUNCT
bracis-28357	338	49	3000184373	3000184373	NUM
bracis-28357	338	50	)	)	PUNCT
bracis-28357	339	1	©	©	ADP
bracis-28357	339	2	2025	2025	NUM
bracis-28357	339	3	springer	springer	NOUN
bracis-28357	339	4	nature	nature	NOUN