id	sid	tid	token	lemma	pos
iajs-2483	1	1	microsoft	microsoft	PROPN
iajs-2483	1	2	word	word	NOUN
iajs-2483	1	3	188	188	NUM
iajs-2483	1	4	-	-	SYM
iajs-2483	1	5	214	214	NUM
iajs-2483	1	6	  	  	SPACE
iajs-2483	1	7	188	188	NUM
iajs-2483	1	8	    	    	SPACE
iajs-2483	1	9	ibn	ibn	PROPN
iajs-2483	1	10	al	al	PROPN
iajs-2483	1	11	-	-	PUNCT
iajs-2483	1	12	haitham	haitham	PROPN
iajs-2483	1	13	jour	jour	X
iajs-2483	1	14	.	.	PROPN
iajs-2483	2	1	for	for	ADP
iajs-2483	2	2	pure	pure	ADJ
iajs-2483	2	3	&	&	CCONJ
iajs-2483	2	4	appl	appl	PROPN
iajs-2483	2	5	.	.	PUNCT
iajs-2483	3	1	sci	sci	PROPN
iajs-2483	3	2	.	.	PROPN
iajs-2483	4	1	33	33	NUM
iajs-2483	4	2	(	(	PUNCT
iajs-2483	4	3	3	3	NUM
iajs-2483	4	4	)	)	PUNCT
iajs-2483	4	5	2020	2020	NUM
iajs-2483	4	6	      	      	SPACE
iajs-2483	4	7	multi	multi	ADJ
iajs-2483	4	8	-	-	ADJ
iajs-2483	4	9	agent	agent	ADJ
iajs-2483	4	10	systems	system	NOUN
iajs-2483	4	11	:	:	PUNCT
iajs-2483	4	12	a	a	DET
iajs-2483	4	13	review	review	NOUN
iajs-2483	4	14	study	study	NOUN
iajs-2483	4	15	abstract	abstract	ADJ
iajs-2483	4	16	multi	multi	ADJ
iajs-2483	4	17	-	-	ADJ
iajs-2483	4	18	agent	agent	ADJ
iajs-2483	4	19	systems	system	NOUN
iajs-2483	4	20	are	be	AUX
iajs-2483	4	21	subfield	subfield	ADJ
iajs-2483	4	22	of	of	ADP
iajs-2483	4	23	artificial	artificial	ADJ
iajs-2483	4	24	intelligence	intelligence	NOUN
iajs-2483	4	25	that	that	PRON
iajs-2483	4	26	has	have	AUX
iajs-2483	4	27	experienced	experience	VERB
iajs-2483	4	28	rapid	rapid	ADJ
iajs-2483	4	29	growth	growth	NOUN
iajs-2483	4	30	because	because	SCONJ
iajs-2483	4	31	of	of	ADP
iajs-2483	4	32	its	its	PRON
iajs-2483	4	33	flexibility	flexibility	NOUN
iajs-2483	4	34	and	and	CCONJ
iajs-2483	4	35	intelligence	intelligence	NOUN
iajs-2483	4	36	in	in	ADP
iajs-2483	4	37	order	order	NOUN
iajs-2483	4	38	to	to	PART
iajs-2483	4	39	solve	solve	VERB
iajs-2483	4	40	distributed	distribute	VERB
iajs-2483	4	41	problems	problem	NOUN
iajs-2483	4	42	.	.	PUNCT
iajs-2483	5	1	multi	multi	ADJ
iajs-2483	5	2	-	-	ADJ
iajs-2483	5	3	agent	agent	ADJ
iajs-2483	5	4	systems	system	NOUN
iajs-2483	5	5	(	(	PUNCT
iajs-2483	5	6	mas	mas	PROPN
iajs-2483	5	7	)	)	PUNCT
iajs-2483	5	8	have	have	AUX
iajs-2483	5	9	got	get	VERB
iajs-2483	5	10	interest	interest	NOUN
iajs-2483	5	11	from	from	ADP
iajs-2483	5	12	various	various	ADJ
iajs-2483	5	13	researchers	researcher	NOUN
iajs-2483	5	14	in	in	ADP
iajs-2483	5	15	different	different	ADJ
iajs-2483	5	16	disciplines	discipline	NOUN
iajs-2483	5	17	for	for	ADP
iajs-2483	5	18	solving	solve	VERB
iajs-2483	5	19	sophisticated	sophisticated	ADJ
iajs-2483	5	20	problems	problem	NOUN
iajs-2483	5	21	by	by	ADP
iajs-2483	5	22	dividing	divide	VERB
iajs-2483	5	23	them	they	PRON
iajs-2483	5	24	into	into	ADP
iajs-2483	5	25	smaller	small	ADJ
iajs-2483	5	26	tasks	task	NOUN
iajs-2483	5	27	.	.	PUNCT
iajs-2483	6	1	these	these	DET
iajs-2483	6	2	tasks	task	NOUN
iajs-2483	6	3	can	can	AUX
iajs-2483	6	4	be	be	AUX
iajs-2483	6	5	assigned	assign	VERB
iajs-2483	6	6	to	to	ADP
iajs-2483	6	7	agents	agent	NOUN
iajs-2483	6	8	as	as	ADP
iajs-2483	6	9	autonomous	autonomous	ADJ
iajs-2483	6	10	entities	entity	NOUN
iajs-2483	6	11	with	with	ADP
iajs-2483	6	12	their	their	PRON
iajs-2483	6	13	private	private	ADJ
iajs-2483	6	14	database	database	NOUN
iajs-2483	6	15	,	,	PUNCT
iajs-2483	6	16	which	which	PRON
iajs-2483	6	17	act	act	VERB
iajs-2483	6	18	on	on	ADP
iajs-2483	6	19	their	their	PRON
iajs-2483	6	20	environment	environment	NOUN
iajs-2483	6	21	,	,	PUNCT
iajs-2483	6	22	perceive	perceive	NOUN
iajs-2483	6	23	,	,	PUNCT
iajs-2483	6	24	process	process	NOUN
iajs-2483	6	25	,	,	PUNCT
iajs-2483	6	26	retain	retain	VERB
iajs-2483	6	27	and	and	CCONJ
iajs-2483	6	28	recall	recall	VERB
iajs-2483	6	29	by	by	ADP
iajs-2483	6	30	using	use	VERB
iajs-2483	6	31	multiple	multiple	ADJ
iajs-2483	6	32	inputs	input	NOUN
iajs-2483	6	33	.	.	PUNCT
iajs-2483	7	1	mas	mas	PROPN
iajs-2483	7	2	can	can	AUX
iajs-2483	7	3	be	be	AUX
iajs-2483	7	4	defined	define	VERB
iajs-2483	7	5	as	as	ADP
iajs-2483	7	6	a	a	DET
iajs-2483	7	7	network	network	NOUN
iajs-2483	7	8	of	of	ADP
iajs-2483	7	9	individual	individual	ADJ
iajs-2483	7	10	agents	agent	NOUN
iajs-2483	7	11	that	that	PRON
iajs-2483	7	12	share	share	VERB
iajs-2483	7	13	knowledge	knowledge	NOUN
iajs-2483	7	14	and	and	CCONJ
iajs-2483	7	15	communicate	communicate	VERB
iajs-2483	7	16	with	with	ADP
iajs-2483	7	17	each	each	DET
iajs-2483	7	18	other	other	ADJ
iajs-2483	7	19	in	in	ADP
iajs-2483	7	20	order	order	NOUN
iajs-2483	7	21	to	to	PART
iajs-2483	7	22	solve	solve	VERB
iajs-2483	7	23	a	a	DET
iajs-2483	7	24	problem	problem	NOUN
iajs-2483	7	25	that	that	PRON
iajs-2483	7	26	is	be	AUX
iajs-2483	7	27	beyond	beyond	ADP
iajs-2483	7	28	the	the	DET
iajs-2483	7	29	scope	scope	NOUN
iajs-2483	7	30	of	of	ADP
iajs-2483	7	31	a	a	DET
iajs-2483	7	32	single	single	ADJ
iajs-2483	7	33	agent	agent	NOUN
iajs-2483	7	34	.	.	PUNCT
iajs-2483	8	1	it	it	PRON
iajs-2483	8	2	is	be	AUX
iajs-2483	8	3	imperative	imperative	ADJ
iajs-2483	8	4	to	to	PART
iajs-2483	8	5	understand	understand	VERB
iajs-2483	8	6	the	the	DET
iajs-2483	8	7	characteristics	characteristic	NOUN
iajs-2483	8	8	of	of	ADP
iajs-2483	8	9	the	the	DET
iajs-2483	8	10	individual	individual	ADJ
iajs-2483	8	11	agent	agent	NOUN
iajs-2483	8	12	or	or	CCONJ
iajs-2483	8	13	computing	compute	VERB
iajs-2483	8	14	entity	entity	NOUN
iajs-2483	8	15	to	to	PART
iajs-2483	8	16	distinguish	distinguish	VERB
iajs-2483	8	17	a	a	DET
iajs-2483	8	18	simple	simple	ADJ
iajs-2483	8	19	distributed	distribute	VERB
iajs-2483	8	20	system	system	NOUN
iajs-2483	8	21	and	and	CCONJ
iajs-2483	8	22	multi	multi	ADJ
iajs-2483	8	23	-	-	ADJ
iajs-2483	8	24	agent	agent	ADJ
iajs-2483	8	25	system	system	NOUN
iajs-2483	8	26	.	.	PUNCT
iajs-2483	9	1	to	to	PART
iajs-2483	9	2	solve	solve	VERB
iajs-2483	9	3	each	each	DET
iajs-2483	9	4	task	task	NOUN
iajs-2483	9	5	,	,	PUNCT
iajs-2483	9	6	the	the	DET
iajs-2483	9	7	agent	agent	NOUN
iajs-2483	9	8	can	can	AUX
iajs-2483	9	9	take	take	VERB
iajs-2483	9	10	the	the	DET
iajs-2483	9	11	appropriate	appropriate	ADJ
iajs-2483	9	12	actions	action	NOUN
iajs-2483	9	13	,	,	PUNCT
iajs-2483	9	14	decisions	decision	NOUN
iajs-2483	9	15	,	,	PUNCT
iajs-2483	9	16	and	and	CCONJ
iajs-2483	9	17	can	can	AUX
iajs-2483	9	18	cooperate	cooperate	VERB
iajs-2483	9	19	with	with	ADP
iajs-2483	9	20	other	other	ADJ
iajs-2483	9	21	agents	agent	NOUN
iajs-2483	9	22	to	to	PART
iajs-2483	9	23	fulfill	fulfill	VERB
iajs-2483	9	24	its	its	PRON
iajs-2483	9	25	goals	goal	NOUN
iajs-2483	9	26	or	or	CCONJ
iajs-2483	9	27	objectives	objective	NOUN
iajs-2483	9	28	.	.	PUNCT
iajs-2483	10	1	mas	mas	PROPN
iajs-2483	10	2	has	have	VERB
iajs-2483	10	3	several	several	ADJ
iajs-2483	10	4	applications	application	NOUN
iajs-2483	10	5	including	include	VERB
iajs-2483	10	6	cloud	cloud	NOUN
iajs-2483	10	7	computing	computing	NOUN
iajs-2483	10	8	,	,	PUNCT
iajs-2483	10	9	web	web	NOUN
iajs-2483	10	10	advertisement	advertisement	NOUN
iajs-2483	10	11	,	,	PUNCT
iajs-2483	10	12	e	e	NOUN
iajs-2483	10	13	-	-	NOUN
iajs-2483	10	14	commerce	commerce	NOUN
iajs-2483	10	15	,	,	PUNCT
iajs-2483	10	16	computer	computer	NOUN
iajs-2483	10	17	network	network	NOUN
iajs-2483	10	18	,	,	PUNCT
iajs-2483	10	19	learning	learning	NOUN
iajs-2483	10	20	abilities	ability	NOUN
iajs-2483	10	21	,	,	PUNCT
iajs-2483	10	22	etc	etc	X
iajs-2483	10	23	.	.	X
iajs-2483	11	1	this	this	DET
iajs-2483	11	2	survey	survey	NOUN
iajs-2483	11	3	represents	represent	VERB
iajs-2483	11	4	a	a	DET
iajs-2483	11	5	comprehensive	comprehensive	ADJ
iajs-2483	11	6	discussion	discussion	NOUN
iajs-2483	11	7	of	of	ADP
iajs-2483	11	8	all	all	DET
iajs-2483	11	9	aspects	aspect	NOUN
iajs-2483	11	10	of	of	ADP
iajs-2483	11	11	mas	mas	PROPN
iajs-2483	11	12	,	,	PUNCT
iajs-2483	11	13	and	and	CCONJ
iajs-2483	11	14	discusses	discuss	VERB
iajs-2483	11	15	an	an	DET
iajs-2483	11	16	overview	overview	NOUN
iajs-2483	11	17	of	of	ADP
iajs-2483	11	18	mas	mas	ADJ
iajs-2483	11	19	definitions	definition	NOUN
iajs-2483	11	20	,	,	PUNCT
iajs-2483	11	21	architecture	architecture	NOUN
iajs-2483	11	22	,	,	PUNCT
iajs-2483	11	23	features	feature	NOUN
iajs-2483	11	24	,	,	PUNCT
iajs-2483	11	25	communications	communication	NOUN
iajs-2483	11	26	,	,	PUNCT
iajs-2483	11	27	organizations	organization	NOUN
iajs-2483	11	28	,	,	PUNCT
iajs-2483	11	29	and	and	CCONJ
iajs-2483	11	30	finally	finally	ADV
iajs-2483	11	31	discusses	discuss	VERB
iajs-2483	11	32	the	the	DET
iajs-2483	11	33	some	some	PRON
iajs-2483	11	34	of	of	ADP
iajs-2483	11	35	the	the	DET
iajs-2483	11	36	real	real	ADJ
iajs-2483	11	37	practical	practical	ADJ
iajs-2483	11	38	applications	application	NOUN
iajs-2483	11	39	.	.	PUNCT
iajs-2483	12	1	keywords	keyword	NOUN
iajs-2483	12	2	:	:	PUNCT
iajs-2483	12	3	agent	agent	NOUN
iajs-2483	12	4	organizations	organization	NOUN
iajs-2483	12	5	,	,	PUNCT
iajs-2483	12	6	mas	mas	PROPN
iajs-2483	12	7	applications	application	NOUN
iajs-2483	12	8	,	,	PUNCT
iajs-2483	12	9	mas	mas	PROPN
iajs-2483	12	10	architecture	architecture	NOUN
iajs-2483	12	11	,	,	PUNCT
iajs-2483	12	12	mas	mas	PROPN
iajs-2483	12	13	communications	communication	NOUN
iajs-2483	12	14	.	.	PUNCT
iajs-2483	13	1	1	1	X
iajs-2483	13	2	.	.	X
iajs-2483	13	3	introduction	introduction	NOUN
iajs-2483	13	4	multi	multi	ADJ
iajs-2483	13	5	-	-	ADJ
iajs-2483	13	6	agent	agent	ADJ
iajs-2483	13	7	systems	system	NOUN
iajs-2483	13	8	(	(	PUNCT
iajs-2483	13	9	mas	mas	PROPN
iajs-2483	13	10	)	)	PUNCT
iajs-2483	13	11	are	be	AUX
iajs-2483	13	12	systems	system	NOUN
iajs-2483	13	13	that	that	PRON
iajs-2483	13	14	consist	consist	VERB
iajs-2483	13	15	of	of	ADP
iajs-2483	13	16	a	a	DET
iajs-2483	13	17	collection	collection	NOUN
iajs-2483	13	18	of	of	ADP
iajs-2483	13	19	interacting	interact	VERB
iajs-2483	13	20	computing	compute	VERB
iajs-2483	13	21	elements	element	NOUN
iajs-2483	13	22	known	know	VERB
iajs-2483	13	23	as	as	ADP
iajs-2483	13	24	agents	agent	NOUN
iajs-2483	13	25	[	[	X
iajs-2483	13	26	1	1	NUM
iajs-2483	13	27	]	]	PUNCT
iajs-2483	13	28	.	.	PUNCT
iajs-2483	14	1	these	these	DET
iajs-2483	14	2	agents	agent	NOUN
iajs-2483	14	3	act	act	VERB
iajs-2483	14	4	as	as	ADP
iajs-2483	14	5	complete	complete	ADJ
iajs-2483	14	6	autonomous	autonomous	ADJ
iajs-2483	14	7	entities	entity	NOUN
iajs-2483	14	8	that	that	PRON
iajs-2483	14	9	can	can	AUX
iajs-2483	14	10	interact	interact	VERB
iajs-2483	14	11	with	with	ADP
iajs-2483	14	12	each	each	DET
iajs-2483	14	13	other	other	ADJ
iajs-2483	14	14	and	and	CCONJ
iajs-2483	14	15	decide	decide	VERB
iajs-2483	14	16	about	about	ADP
iajs-2483	14	17	what	what	PRON
iajs-2483	14	18	and	and	CCONJ
iajs-2483	14	19	how	how	SCONJ
iajs-2483	14	20	to	to	PART
iajs-2483	14	21	perform	perform	VERB
iajs-2483	14	22	different	different	ADJ
iajs-2483	14	23	kinds	kind	NOUN
iajs-2483	14	24	of	of	ADP
iajs-2483	14	25	tasks	task	NOUN
iajs-2483	14	26	to	to	PART
iajs-2483	14	27	achieve	achieve	VERB
iajs-2483	14	28	their	their	PRON
iajs-2483	14	29	own	own	ADJ
iajs-2483	14	30	and	and	CCONJ
iajs-2483	14	31	the	the	DET
iajs-2483	14	32	other	other	ADJ
iajs-2483	14	33	goals	goal	NOUN
iajs-2483	14	34	in	in	ADP
iajs-2483	14	35	an	an	DET
iajs-2483	14	36	environment	environment	NOUN
iajs-2483	14	37	[	[	X
iajs-2483	14	38	1	1	NUM
iajs-2483	14	39	,	,	PUNCT
iajs-2483	14	40	2	2	NUM
iajs-2483	14	41	]	]	PUNCT
iajs-2483	14	42	.	.	PUNCT
iajs-2483	15	1	for	for	ADP
iajs-2483	15	2	example	example	NOUN
iajs-2483	15	3	,	,	PUNCT
iajs-2483	15	4	if	if	SCONJ
iajs-2483	15	5	there	there	PRON
iajs-2483	15	6	are	be	VERB
iajs-2483	15	7	different	different	ADJ
iajs-2483	15	8	parties	party	NOUN
iajs-2483	15	9	ibn	ibn	PROPN
iajs-2483	15	10	al	al	PROPN
iajs-2483	15	11	haitham	haitham	PROPN
iajs-2483	15	12	journal	journal	PROPN
iajs-2483	15	13	for	for	ADP
iajs-2483	15	14	pure	pure	ADJ
iajs-2483	15	15	and	and	CCONJ
iajs-2483	15	16	applied	apply	VERB
iajs-2483	15	17	science	science	NOUN
iajs-2483	15	18	journal	journal	PROPN
iajs-2483	15	19	homepage	homepage	NOUN
iajs-2483	15	20	:	:	PUNCT
iajs-2483	15	21	http://jih.uobaghdad.edu.iq/index.php/j/index	http://jih.uobaghdad.edu.iq/index.php/j/index	NOUN
iajs-2483	15	22	doi	doi	NOUN
iajs-2483	15	23	:	:	PUNCT
iajs-2483	15	24	10.30526/33.3.2483	10.30526/33.3.2483	PROPN
iajs-2483	15	25	article	article	NOUN
iajs-2483	15	26	history	history	NOUN
iajs-2483	15	27	:	:	PUNCT
iajs-2483	15	28	received	receive	VERB
iajs-2483	15	29	21	21	NUM
iajs-2483	15	30	april	april	PROPN
iajs-2483	15	31	2020	2020	NUM
iajs-2483	15	32	,	,	PUNCT
iajs-2483	15	33	accepted	accept	VERB
iajs-2483	15	34	17	17	NUM
iajs-2483	15	35	june	june	PROPN
iajs-2483	15	36	2020	2020	NUM
iajs-2483	15	37	,	,	PUNCT
iajs-2483	15	38	published	publish	VERB
iajs-2483	15	39	in	in	ADP
iajs-2483	15	40	july	july	PROPN
iajs-2483	15	41	2020	2020	NUM
iajs-2483	15	42	.	.	PUNCT
iajs-2483	16	1	hanan	hanan	PROPN
iajs-2483	16	2	qassim	qassim	PROPN
iajs-2483	16	3	jaleel	jaleel	PROPN
iajs-2483	16	4	  	  	SPACE
iajs-2483	16	5	jane	jane	PROPN
iajs-2483	16	6	jaleel	jaleel	PROPN
iajs-2483	16	7	stephan	stephan	PROPN
iajs-2483	16	8	  	  	SPACE
iajs-2483	16	9	sinan	sinan	PROPN
iajs-2483	16	10	a.	a.	PROPN
iajs-2483	16	11	naji	naji	PROPN
iajs-2483	16	12	  	  	SPACE
iajs-2483	16	13	hancollege2000@gmail.com	hancollege2000@gmail.com	PROPN
iajs-2483	17	1	janejaleel@uoitc.edu.iq	janejaleel@uoitc.edu.iq	PROPN
iajs-2483	17	2	dr.sinannaji@uoitc.edu.iq	dr.sinannaji@uoitc.edu.iq	PROPN
iajs-2483	17	3	baghdad	baghdad	PROPN
iajs-2483	17	4	college	college	PROPN
iajs-2483	17	5	of	of	ADP
iajs-2483	17	6	medical	medical	ADJ
iajs-2483	17	7	sciences	sciences	PROPN
iajs-2483	17	8	,	,	PUNCT
iajs-2483	17	9	baghdad	baghdad	PROPN
iajs-2483	17	10	,	,	PUNCT
iajs-2483	17	11	iraq	iraq	PROPN
iajs-2483	17	12	  	  	SPACE
iajs-2483	17	13	university	university	PROPN
iajs-2483	17	14	of	of	ADP
iajs-2483	17	15	information	information	NOUN
iajs-2483	17	16	technology	technology	NOUN
iajs-2483	17	17	and	and	CCONJ
iajs-2483	17	18	communications	communication	NOUN
iajs-2483	17	19	,	,	PUNCT
iajs-2483	17	20	baghdad	baghdad	PROPN
iajs-2483	17	21	,	,	PUNCT
iajs-2483	17	22	iraq	iraq	PROPN
iajs-2483	17	23	university	university	PROPN
iajs-2483	17	24	of	of	ADP
iajs-2483	17	25	information	information	NOUN
iajs-2483	17	26	technology	technology	NOUN
iajs-2483	17	27	and	and	CCONJ
iajs-2483	17	28	communications	communication	NOUN
iajs-2483	17	29	,	,	PUNCT
iajs-2483	17	30	baghdad	baghdad	PROPN
iajs-2483	17	31	,	,	PUNCT
iajs-2483	17	32	iraq	iraq	PROPN
iajs-2483	17	33	  	  	SPACE
iajs-2483	17	34	189	189	NUM
iajs-2483	17	35	ibn	ibn	PROPN
iajs-2483	17	36	al	al	PROPN
iajs-2483	17	37	-	-	PUNCT
iajs-2483	17	38	haitham	haitham	PROPN
iajs-2483	17	39	jour	jour	X
iajs-2483	17	40	.	.	PROPN
iajs-2483	18	1	for	for	ADP
iajs-2483	18	2	pure	pure	ADJ
iajs-2483	18	3	&	&	CCONJ
iajs-2483	18	4	appl	appl	PROPN
iajs-2483	18	5	.	.	PUNCT
iajs-2483	19	1	sci	sci	PROPN
iajs-2483	19	2	.	.	PROPN
iajs-2483	20	1	33	33	NUM
iajs-2483	20	2	(	(	PUNCT
iajs-2483	20	3	3	3	NUM
iajs-2483	20	4	)	)	PUNCT
iajs-2483	20	5	2020	2020	NUM
iajs-2483	20	6	(	(	PUNCT
iajs-2483	20	7	e.g.	e.g.	ADV
iajs-2483	20	8	,	,	PUNCT
iajs-2483	20	9	organizations	organization	NOUN
iajs-2483	20	10	)	)	PUNCT
iajs-2483	20	11	with	with	ADP
iajs-2483	20	12	multiple	multiple	ADJ
iajs-2483	20	13	goals	goal	NOUN
iajs-2483	20	14	and	and	CCONJ
iajs-2483	20	15	have	have	VERB
iajs-2483	20	16	propriety	propriety	NOUN
iajs-2483	20	17	data	datum	NOUN
iajs-2483	20	18	and	and	CCONJ
iajs-2483	20	19	domain	domain	NOUN
iajs-2483	20	20	knowledge	knowledge	NOUN
iajs-2483	21	1	,	,	PUNCT
iajs-2483	21	2	then	then	ADV
iajs-2483	21	3	a	a	DET
iajs-2483	21	4	multi	multi	ADJ
iajs-2483	21	5	-	-	ADJ
iajs-2483	21	6	agent	agent	ADJ
iajs-2483	21	7	system	system	NOUN
iajs-2483	21	8	is	be	AUX
iajs-2483	21	9	the	the	DET
iajs-2483	21	10	best	good	ADJ
iajs-2483	21	11	way	way	NOUN
iajs-2483	21	12	to	to	PART
iajs-2483	21	13	model	model	VERB
iajs-2483	21	14	their	their	PRON
iajs-2483	21	15	interactions	interaction	NOUN
iajs-2483	21	16	even	even	ADV
iajs-2483	21	17	though	though	SCONJ
iajs-2483	21	18	some	some	DET
iajs-2483	21	19	parties	party	NOUN
iajs-2483	21	20	wish	wish	VERB
iajs-2483	21	21	to	to	PART
iajs-2483	21	22	build	build	VERB
iajs-2483	21	23	the	the	DET
iajs-2483	21	24	systems	system	NOUN
iajs-2483	21	25	that	that	PRON
iajs-2483	21	26	represent	represent	VERB
iajs-2483	21	27	and	and	CCONJ
iajs-2483	21	28	serves	serve	VERB
iajs-2483	21	29	them	they	PRON
iajs-2483	21	30	[	[	X
iajs-2483	21	31	2	2	NUM
iajs-2483	21	32	,	,	PUNCT
iajs-2483	21	33	3	3	NUM
iajs-2483	21	34	]	]	PUNCT
iajs-2483	21	35	.	.	PUNCT
iajs-2483	22	1	on	on	ADP
iajs-2483	22	2	the	the	DET
iajs-2483	22	3	other	other	ADJ
iajs-2483	22	4	hand	hand	NOUN
iajs-2483	22	5	,	,	PUNCT
iajs-2483	22	6	it	it	PRON
iajs-2483	22	7	is	be	AUX
iajs-2483	22	8	impractical	impractical	ADJ
iajs-2483	22	9	to	to	PART
iajs-2483	22	10	build	build	VERB
iajs-2483	22	11	a	a	DET
iajs-2483	22	12	single	single	ADJ
iajs-2483	22	13	system	system	NOUN
iajs-2483	22	14	that	that	PRON
iajs-2483	22	15	represents	represent	VERB
iajs-2483	22	16	all	all	PRON
iajs-2483	22	17	of	of	ADP
iajs-2483	22	18	them	they	PRON
iajs-2483	22	19	.	.	PUNCT
iajs-2483	23	1	generally	generally	ADV
iajs-2483	23	2	,	,	PUNCT
iajs-2483	23	3	organizations	organization	NOUN
iajs-2483	23	4	do	do	AUX
iajs-2483	23	5	not	not	PART
iajs-2483	23	6	get	get	VERB
iajs-2483	23	7	ready	ready	ADJ
iajs-2483	23	8	to	to	PART
iajs-2483	23	9	give	give	VERB
iajs-2483	23	10	their	their	PRON
iajs-2483	23	11	data	datum	NOUN
iajs-2483	23	12	and	and	CCONJ
iajs-2483	23	13	do	do	AUX
iajs-2483	23	14	not	not	PART
iajs-2483	23	15	want	want	VERB
iajs-2483	23	16	to	to	PART
iajs-2483	23	17	get	get	VERB
iajs-2483	23	18	their	their	PRON
iajs-2483	23	19	data	datum	NOUN
iajs-2483	23	20	controlled	control	VERB
iajs-2483	23	21	by	by	ADP
iajs-2483	23	22	the	the	DET
iajs-2483	23	23	representative	representative	NOUN
iajs-2483	23	24	of	of	ADP
iajs-2483	23	25	another	another	DET
iajs-2483	23	26	organization	organization	NOUN
iajs-2483	23	27	.	.	PUNCT
iajs-2483	24	1	so	so	ADV
iajs-2483	24	2	,	,	PUNCT
iajs-2483	24	3	multi	multi	ADJ
iajs-2483	24	4	-	-	ADJ
iajs-2483	24	5	agent	agent	ADJ
iajs-2483	24	6	systems	system	NOUN
iajs-2483	24	7	can	can	AUX
iajs-2483	24	8	be	be	AUX
iajs-2483	24	9	considered	consider	VERB
iajs-2483	24	10	as	as	ADP
iajs-2483	24	11	a	a	DET
iajs-2483	24	12	network	network	NOUN
iajs-2483	24	13	of	of	ADP
iajs-2483	24	14	agents	agent	NOUN
iajs-2483	24	15	that	that	PRON
iajs-2483	24	16	share	share	VERB
iajs-2483	24	17	knowledge	knowledge	NOUN
iajs-2483	24	18	and	and	CCONJ
iajs-2483	24	19	cooperate	cooperate	VERB
iajs-2483	24	20	with	with	ADP
iajs-2483	24	21	each	each	DET
iajs-2483	24	22	other[4	other[4	NOUN
iajs-2483	24	23	]	]	PUNCT
iajs-2483	24	24	.	.	PUNCT
iajs-2483	25	1	furthermore	furthermore	ADV
iajs-2483	25	2	,	,	PUNCT
iajs-2483	25	3	many	many	ADJ
iajs-2483	25	4	mas	mas	PROPN
iajs-2483	25	5	models	model	NOUN
iajs-2483	25	6	are	be	AUX
iajs-2483	25	7	designed	design	VERB
iajs-2483	25	8	in	in	ADP
iajs-2483	25	9	such	such	DET
iajs-2483	25	10	a	a	DET
iajs-2483	25	11	way	way	NOUN
iajs-2483	25	12	that	that	PRON
iajs-2483	25	13	the	the	DET
iajs-2483	25	14	principal	principal	ADJ
iajs-2483	25	15	problem	problem	NOUN
iajs-2483	25	16	is	be	AUX
iajs-2483	25	17	divided	divide	VERB
iajs-2483	25	18	into	into	ADP
iajs-2483	25	19	several	several	ADJ
iajs-2483	25	20	manageable	manageable	ADJ
iajs-2483	25	21	sub	sub	NOUN
iajs-2483	25	22	-	-	NOUN
iajs-2483	25	23	problems	problem	NOUN
iajs-2483	25	24	that	that	PRON
iajs-2483	25	25	can	can	AUX
iajs-2483	25	26	be	be	AUX
iajs-2483	25	27	further	far	ADV
iajs-2483	25	28	divided	divide	VERB
iajs-2483	25	29	into	into	ADP
iajs-2483	25	30	different	different	ADJ
iajs-2483	25	31	problems	problem	NOUN
iajs-2483	25	32	solving	solve	VERB
iajs-2483	25	33	agents	agent	NOUN
iajs-2483	25	34	with	with	ADP
iajs-2483	25	35	their	their	PRON
iajs-2483	25	36	own	own	ADJ
iajs-2483	25	37	interests	interest	NOUN
iajs-2483	25	38	and	and	CCONJ
iajs-2483	25	39	goals	goal	NOUN
iajs-2483	25	40	.	.	PUNCT
iajs-2483	26	1	generally	generally	ADV
iajs-2483	26	2	,	,	PUNCT
iajs-2483	26	3	multi	multi	ADJ
iajs-2483	26	4	-	-	ADJ
iajs-2483	26	5	agent	agent	ADJ
iajs-2483	26	6	systems	system	NOUN
iajs-2483	26	7	come	come	VERB
iajs-2483	26	8	in	in	ADP
iajs-2483	26	9	the	the	DET
iajs-2483	26	10	category	category	NOUN
iajs-2483	26	11	of	of	ADP
iajs-2483	26	12	relatively	relatively	ADV
iajs-2483	26	13	new	new	ADJ
iajs-2483	26	14	sub	sub	NOUN
iajs-2483	26	15	-	-	NOUN
iajs-2483	26	16	field	field	NOUN
iajs-2483	26	17	of	of	ADP
iajs-2483	26	18	computer	computer	NOUN
iajs-2483	26	19	science	science	NOUN
iajs-2483	26	20	which	which	PRON
iajs-2483	26	21	is	be	AUX
iajs-2483	26	22	based	base	VERB
iajs-2483	26	23	originally	originally	ADV
iajs-2483	26	24	on	on	ADP
iajs-2483	26	25	the	the	DET
iajs-2483	26	26	concepts	concept	NOUN
iajs-2483	26	27	of	of	ADP
iajs-2483	26	28	artificial	artificial	ADJ
iajs-2483	26	29	intelligence	intelligence	NOUN
iajs-2483	26	30	and	and	CCONJ
iajs-2483	26	31	distributed	distribute	VERB
iajs-2483	26	32	systems	system	NOUN
iajs-2483	26	33	.	.	PUNCT
iajs-2483	27	1	the	the	DET
iajs-2483	27	2	field	field	NOUN
iajs-2483	27	3	has	have	AUX
iajs-2483	27	4	gained	gain	VERB
iajs-2483	27	5	widespread	widespread	ADJ
iajs-2483	27	6	attention	attention	NOUN
iajs-2483	27	7	since	since	SCONJ
iajs-2483	27	8	the	the	DET
iajs-2483	27	9	1980s	1980	NOUN
iajs-2483	27	10	and	and	CCONJ
iajs-2483	27	11	witnesses	witness	NOUN
iajs-2483	27	12	prompt	prompt	VERB
iajs-2483	27	13	progress	progress	NOUN
iajs-2483	27	14	motivated	motivate	VERB
iajs-2483	27	15	by	by	ADP
iajs-2483	27	16	the	the	DET
iajs-2483	27	17	premise	premise	NOUN
iajs-2483	27	18	that	that	SCONJ
iajs-2483	27	19	multi	multi	ADJ
iajs-2483	27	20	-	-	NOUN
iajs-2483	27	21	agents	agent	NOUN
iajs-2483	27	22	are	be	AUX
iajs-2483	27	23	considered	consider	VERB
iajs-2483	27	24	as	as	ADP
iajs-2483	27	25	an	an	DET
iajs-2483	27	26	appropriate	appropriate	ADJ
iajs-2483	27	27	model	model	NOUN
iajs-2483	27	28	to	to	PART
iajs-2483	27	29	exploit	exploit	VERB
iajs-2483	27	30	the	the	DET
iajs-2483	27	31	possibilities	possibility	NOUN
iajs-2483	27	32	presented	present	VERB
iajs-2483	27	33	by	by	ADP
iajs-2483	27	34	massively	massively	ADV
iajs-2483	27	35	distributed	distribute	VERB
iajs-2483	27	36	artificial	artificial	ADJ
iajs-2483	27	37	intelligence	intelligence	NOUN
iajs-2483	27	38	systems	system	NOUN
iajs-2483	27	39	.	.	PUNCT
iajs-2483	28	1	wooldridge	wooldridge	PROPN
iajs-2483	29	1	[	[	X
iajs-2483	29	2	5	5	NUM
iajs-2483	29	3	]	]	PUNCT
iajs-2483	29	4	.	.	PUNCT
iajs-2483	30	1	stated	state	VERB
iajs-2483	30	2	that	that	SCONJ
iajs-2483	30	3	“	"	PUNCT
iajs-2483	30	4	multi	multi	ADJ
iajs-2483	30	5	-	-	ADJ
iajs-2483	30	6	agent	agent	ADJ
iajs-2483	30	7	systems	system	NOUN
iajs-2483	30	8	seem	seem	VERB
iajs-2483	30	9	to	to	PART
iajs-2483	30	10	be	be	AUX
iajs-2483	30	11	a	a	DET
iajs-2483	30	12	natural	natural	ADJ
iajs-2483	30	13	metaphor	metaphor	NOUN
iajs-2483	30	14	for	for	ADP
iajs-2483	30	15	understanding	understanding	NOUN
iajs-2483	30	16	and	and	CCONJ
iajs-2483	30	17	building	build	VERB
iajs-2483	30	18	a	a	DET
iajs-2483	30	19	wide	wide	ADJ
iajs-2483	30	20	range	range	NOUN
iajs-2483	30	21	of	of	ADP
iajs-2483	30	22	what	what	PRON
iajs-2483	30	23	we	we	PRON
iajs-2483	30	24	might	might	AUX
iajs-2483	30	25	crudely	crudely	ADV
iajs-2483	30	26	call	call	VERB
iajs-2483	30	27	artificial	artificial	ADJ
iajs-2483	30	28	social	social	ADJ
iajs-2483	30	29	systems	system	NOUN
iajs-2483	30	30	”	"	PUNCT
iajs-2483	30	31	.	.	PUNCT
iajs-2483	31	1	the	the	DET
iajs-2483	31	2	main	main	ADJ
iajs-2483	31	3	concepts	concept	NOUN
iajs-2483	31	4	of	of	ADP
iajs-2483	31	5	multi	multi	ADJ
iajs-2483	31	6	-	-	ADJ
iajs-2483	31	7	agent	agent	ADJ
iajs-2483	31	8	systems	system	NOUN
iajs-2483	31	9	are	be	AUX
iajs-2483	31	10	not	not	PART
iajs-2483	31	11	limited	limit	VERB
iajs-2483	31	12	to	to	ADP
iajs-2483	31	13	a	a	DET
iajs-2483	31	14	specific	specific	ADJ
iajs-2483	31	15	domain	domain	NOUN
iajs-2483	31	16	and	and	CCONJ
iajs-2483	31	17	they	they	PRON
iajs-2483	31	18	are	be	AUX
iajs-2483	31	19	found	find	VERB
iajs-2483	31	20	in	in	ADP
iajs-2483	31	21	different	different	ADJ
iajs-2483	31	22	application	application	NOUN
iajs-2483	31	23	domains[6	domains[6	X
iajs-2483	31	24	]	]	PUNCT
iajs-2483	31	25	.	.	PUNCT
iajs-2483	32	1	in	in	ADP
iajs-2483	32	2	the	the	DET
iajs-2483	32	3	work	work	NOUN
iajs-2483	32	4	of	of	ADP
iajs-2483	32	5	balaji	balaji	PROPN
iajs-2483	32	6	and	and	CCONJ
iajs-2483	32	7	srinivasan	srinivasan	NOUN
iajs-2483	32	8	,	,	PUNCT
iajs-2483	32	9	[	[	X
iajs-2483	32	10	1	1	NUM
iajs-2483	32	11	]	]	PUNCT
iajs-2483	32	12	.	.	PUNCT
iajs-2483	33	1	they	they	PRON
iajs-2483	33	2	presents	present	VERB
iajs-2483	33	3	the	the	DET
iajs-2483	33	4	agent	agent	NOUN
iajs-2483	33	5	and	and	CCONJ
iajs-2483	33	6	mas	mas	PROPN
iajs-2483	33	7	properties	property	NOUN
iajs-2483	33	8	and	and	CCONJ
iajs-2483	33	9	focuses	focus	VERB
iajs-2483	33	10	on	on	ADP
iajs-2483	33	11	organization	organization	NOUN
iajs-2483	33	12	types	type	NOUN
iajs-2483	33	13	,	,	PUNCT
iajs-2483	33	14	decision	decision	NOUN
iajs-2483	33	15	making	make	VERB
iajs-2483	33	16	methods	method	NOUN
iajs-2483	33	17	,	,	PUNCT
iajs-2483	33	18	as	as	ADV
iajs-2483	33	19	well	well	ADV
iajs-2483	33	20	as	as	ADP
iajs-2483	33	21	coordination	coordination	NOUN
iajs-2483	33	22	and	and	CCONJ
iajs-2483	33	23	learning	learning	NOUN
iajs-2483	33	24	methods	method	NOUN
iajs-2483	33	25	.	.	PUNCT
iajs-2483	34	1	dorri	dorri	PROPN
iajs-2483	34	2	et	et	PROPN
iajs-2483	34	3	al	al	PROPN
iajs-2483	34	4	.	.	PUNCT
iajs-2483	35	1	[	[	X
iajs-2483	35	2	2	2	NUM
iajs-2483	35	3	]	]	PUNCT
iajs-2483	35	4	.	.	PUNCT
iajs-2483	36	1	concentrate	concentrate	NOUN
iajs-2483	36	2	on	on	ADP
iajs-2483	36	3	mas	mas	ADJ
iajs-2483	36	4	challenges	challenge	NOUN
iajs-2483	36	5	and	and	CCONJ
iajs-2483	36	6	discuss	discuss	VERB
iajs-2483	36	7	some	some	DET
iajs-2483	36	8	mas	mas	PROPN
iajs-2483	36	9	applications	application	NOUN
iajs-2483	36	10	in	in	ADP
iajs-2483	36	11	networks	network	NOUN
iajs-2483	36	12	,	,	PUNCT
iajs-2483	36	13	robotics	robotic	NOUN
iajs-2483	36	14	,	,	PUNCT
iajs-2483	36	15	modelling	model	VERB
iajs-2483	36	16	complex	complex	ADJ
iajs-2483	36	17	systems	system	NOUN
iajs-2483	36	18	,	,	PUNCT
iajs-2483	36	19	city	city	NOUN
iajs-2483	36	20	and	and	CCONJ
iajs-2483	36	21	built	build	VERB
iajs-2483	36	22	environments	environment	NOUN
iajs-2483	36	23	and	and	CCONJ
iajs-2483	36	24	smart	smart	ADJ
iajs-2483	36	25	grids	grid	NOUN
iajs-2483	36	26	.	.	PUNCT
iajs-2483	37	1	glavic	glavic	X
iajs-2483	37	2	,	,	PUNCT
iajs-2483	37	3	[	[	X
iajs-2483	37	4	3	3	NUM
iajs-2483	37	5	]	]	PUNCT
iajs-2483	37	6	.	.	PUNCT
iajs-2483	38	1	emphasizes	emphasize	VERB
iajs-2483	38	2	on	on	ADP
iajs-2483	38	3	mas	mas	PROPN
iajs-2483	38	4	defenitions	defenition	NOUN
iajs-2483	38	5	and	and	CCONJ
iajs-2483	38	6	concepts	concept	NOUN
iajs-2483	38	7	specifically	specifically	ADV
iajs-2483	38	8	to	to	ADP
iajs-2483	38	9	the	the	DET
iajs-2483	38	10	power	power	NOUN
iajs-2483	38	11	engineers	engineer	NOUN
iajs-2483	38	12	concerning	concern	VERB
iajs-2483	38	13	these	these	DET
iajs-2483	38	14	methodologies	methodology	NOUN
iajs-2483	38	15	in	in	ADP
iajs-2483	38	16	order	order	NOUN
iajs-2483	38	17	to	to	PART
iajs-2483	38	18	solve	solve	VERB
iajs-2483	38	19	complex	complex	ADJ
iajs-2483	38	20	real	real	ADJ
iajs-2483	38	21	problems	problem	NOUN
iajs-2483	38	22	,	,	PUNCT
iajs-2483	38	23	with	with	ADP
iajs-2483	38	24	providing	provide	VERB
iajs-2483	38	25	examples	example	NOUN
iajs-2483	38	26	in	in	ADP
iajs-2483	38	27	order	order	NOUN
iajs-2483	38	28	to	to	PART
iajs-2483	38	29	establish	establish	VERB
iajs-2483	38	30	load	load	NOUN
iajs-2483	38	31	shedding	shed	VERB
iajs-2483	38	32	systems	system	NOUN
iajs-2483	38	33	.	.	PUNCT
iajs-2483	39	1	chrysanthi	chrysanthi	PROPN
iajs-2483	39	2	et	et	PROPN
iajs-2483	39	3	al	al	PROPN
iajs-2483	39	4	.	.	PUNCT
iajs-2483	40	1	[	[	X
iajs-2483	40	2	4	4	NUM
iajs-2483	40	3	]	]	PUNCT
iajs-2483	40	4	.	.	PUNCT
iajs-2483	40	5	considers	consider	VERB
iajs-2483	40	6	agent	agent	NOUN
iajs-2483	40	7	communication	communication	NOUN
iajs-2483	40	8	languages	language	NOUN
iajs-2483	40	9	(	(	PUNCT
iajs-2483	40	10	acl	acl	PROPN
iajs-2483	40	11	)	)	PUNCT
iajs-2483	40	12	,	,	PUNCT
iajs-2483	40	13	the	the	DET
iajs-2483	40	14	ontologies	ontology	NOUN
iajs-2483	40	15	and	and	CCONJ
iajs-2483	40	16	frameworks	framework	NOUN
iajs-2483	40	17	used	use	VERB
iajs-2483	40	18	to	to	PART
iajs-2483	40	19	construct	construct	VERB
iajs-2483	40	20	mas	mas	PROPN
iajs-2483	40	21	,	,	PUNCT
iajs-2483	40	22	and	and	CCONJ
iajs-2483	40	23	the	the	DET
iajs-2483	40	24	role	role	NOUN
iajs-2483	40	25	of	of	ADP
iajs-2483	40	26	agents	agent	NOUN
iajs-2483	40	27	in	in	ADP
iajs-2483	40	28	virtual	virtual	ADJ
iajs-2483	40	29	enterprises	enterprise	NOUN
iajs-2483	40	30	.	.	PUNCT
iajs-2483	41	1	in	in	ADP
iajs-2483	41	2	the	the	DET
iajs-2483	41	3	work	work	NOUN
iajs-2483	41	4	of	of	ADP
iajs-2483	41	5	mostafa	mostafa	PROPN
iajs-2483	41	6	et	et	PROPN
iajs-2483	41	7	al.[7	al.[7	PROPN
iajs-2483	41	8	]	]	PUNCT
iajs-2483	41	9	,	,	PUNCT
iajs-2483	41	10	the	the	DET
iajs-2483	41	11	milestone	milestone	NOUN
iajs-2483	41	12	achievements	achievement	NOUN
iajs-2483	41	13	of	of	ADP
iajs-2483	41	14	the	the	DET
iajs-2483	41	15	agent	agent	NOUN
iajs-2483	41	16	technology	technology	NOUN
iajs-2483	41	17	conceptualization	conceptualization	NOUN
iajs-2483	41	18	,	,	PUNCT
iajs-2483	41	19	modeling	modeling	NOUN
iajs-2483	41	20	and	and	CCONJ
iajs-2483	41	21	improvement	improvement	NOUN
iajs-2483	41	22	platforms	platform	NOUN
iajs-2483	41	23	have	have	AUX
iajs-2483	41	24	been	be	AUX
iajs-2483	41	25	reviewed	review	VERB
iajs-2483	41	26	and	and	CCONJ
iajs-2483	41	27	defined	define	VERB
iajs-2483	41	28	.	.	PUNCT
iajs-2483	42	1	in	in	ADP
iajs-2483	42	2	the	the	DET
iajs-2483	42	3	prior	prior	ADJ
iajs-2483	42	4	work	work	NOUN
iajs-2483	42	5	of	of	ADP
iajs-2483	42	6	abbas	abbas	PROPN
iajs-2483	42	7	et	et	PROPN
iajs-2483	42	8	al	al	PROPN
iajs-2483	42	9	.	.	PROPN
iajs-2483	42	10	,	,	PUNCT
iajs-2483	43	1	[	[	X
iajs-2483	43	2	8	8	NUM
iajs-2483	43	3	]	]	PUNCT
iajs-2483	43	4	.	.	PUNCT
iajs-2483	44	1	they	they	PRON
iajs-2483	44	2	focus	focus	VERB
iajs-2483	44	3	on	on	ADP
iajs-2483	44	4	presenting	present	VERB
iajs-2483	44	5	mas	mas	PROPN
iajs-2483	44	6	organizations	organization	NOUN
iajs-2483	44	7	encompassing	encompass	VERB
iajs-2483	44	8	prototypes	prototype	NOUN
iajs-2483	44	9	and	and	CCONJ
iajs-2483	44	10	methods	method	NOUN
iajs-2483	44	11	used	use	VERB
iajs-2483	44	12	for	for	ADP
iajs-2483	44	13	arranging	arrange	VERB
iajs-2483	44	14	agents	agent	NOUN
iajs-2483	44	15	in	in	ADP
iajs-2483	44	16	a	a	DET
iajs-2483	44	17	static	static	ADJ
iajs-2483	44	18	or	or	CCONJ
iajs-2483	44	19	dynamic	dynamic	ADJ
iajs-2483	44	20	way	way	NOUN
iajs-2483	44	21	in	in	ADP
iajs-2483	44	22	mas	mas	PROPN
iajs-2483	44	23	.	.	PROPN
iajs-2483	44	24	chin	chin	PROPN
iajs-2483	44	25	et	et	PROPN
iajs-2483	44	26	al	al	PROPN
iajs-2483	44	27	.	.	PROPN
iajs-2483	44	28	,	,	PUNCT
iajs-2483	45	1	[	[	X
iajs-2483	45	2	9	9	NUM
iajs-2483	45	3	]	]	PUNCT
iajs-2483	45	4	.	.	PUNCT
iajs-2483	45	5	concentrates	concentrate	VERB
iajs-2483	45	6	on	on	ADP
iajs-2483	45	7	different	different	ADJ
iajs-2483	45	8	types	type	NOUN
iajs-2483	45	9	of	of	ADP
iajs-2483	45	10	agent	agent	NOUN
iajs-2483	45	11	architectures	architecture	NOUN
iajs-2483	45	12	and	and	CCONJ
iajs-2483	45	13	their	their	PRON
iajs-2483	45	14	properties	property	NOUN
iajs-2483	45	15	in	in	ADP
iajs-2483	45	16	order	order	NOUN
iajs-2483	45	17	to	to	PART
iajs-2483	45	18	use	use	VERB
iajs-2483	45	19	them	they	PRON
iajs-2483	45	20	to	to	PART
iajs-2483	45	21	resolve	resolve	VERB
iajs-2483	45	22	practical	practical	ADJ
iajs-2483	45	23	problems	problem	NOUN
iajs-2483	45	24	.	.	PUNCT
iajs-2483	46	1	this	this	DET
iajs-2483	46	2	paper	paper	NOUN
iajs-2483	46	3	aims	aim	VERB
iajs-2483	46	4	to	to	PART
iajs-2483	46	5	discuss	discuss	VERB
iajs-2483	46	6	the	the	DET
iajs-2483	46	7	main	main	ADJ
iajs-2483	46	8	issues	issue	NOUN
iajs-2483	46	9	of	of	ADP
iajs-2483	46	10	multi	multi	ADJ
iajs-2483	46	11	-	-	ADJ
iajs-2483	46	12	agent	agent	ADJ
iajs-2483	46	13	systems	system	NOUN
iajs-2483	46	14	,	,	PUNCT
iajs-2483	46	15	their	their	PRON
iajs-2483	46	16	properties	property	NOUN
iajs-2483	46	17	,	,	PUNCT
iajs-2483	46	18	types	type	NOUN
iajs-2483	46	19	,	,	PUNCT
iajs-2483	46	20	organizations	organization	NOUN
iajs-2483	46	21	,	,	PUNCT
iajs-2483	46	22	architectures	architecture	NOUN
iajs-2483	46	23	,	,	PUNCT
iajs-2483	46	24	communication	communication	NOUN
iajs-2483	46	25	methods	method	NOUN
iajs-2483	46	26	and	and	CCONJ
iajs-2483	46	27	agent	agent	NOUN
iajs-2483	46	28	communication	communication	NOUN
iajs-2483	46	29	languages	language	NOUN
iajs-2483	46	30	.	.	PUNCT
iajs-2483	47	1	moreover	moreover	ADV
iajs-2483	47	2	,	,	PUNCT
iajs-2483	47	3	it	it	PRON
iajs-2483	47	4	reviews	review	VERB
iajs-2483	47	5	recent	recent	ADJ
iajs-2483	47	6	applications	application	NOUN
iajs-2483	47	7	that	that	PRON
iajs-2483	47	8	are	be	AUX
iajs-2483	47	9	considered	consider	VERB
iajs-2483	47	10	an	an	DET
iajs-2483	47	11	important	important	ADJ
iajs-2483	47	12	part	part	NOUN
iajs-2483	47	13	of	of	ADP
iajs-2483	47	14	the	the	DET
iajs-2483	47	15	literature	literature	NOUN
iajs-2483	47	16	to	to	ADP
iajs-2483	47	17	the	the	DET
iajs-2483	47	18	new	new	ADJ
iajs-2483	47	19	researchers	researcher	NOUN
iajs-2483	47	20	in	in	ADP
iajs-2483	47	21	this	this	DET
iajs-2483	47	22	field	field	NOUN
iajs-2483	47	23	,	,	PUNCT
iajs-2483	47	24	such	such	ADJ
iajs-2483	47	25	as	as	ADP
iajs-2483	47	26	cloud	cloud	NOUN
iajs-2483	47	27	computing	computing	NOUN
iajs-2483	47	28	,	,	PUNCT
iajs-2483	47	29	image	image	NOUN
iajs-2483	47	30	segmentation	segmentation	NOUN
iajs-2483	47	31	,	,	PUNCT
iajs-2483	47	32	computer	computer	NOUN
iajs-2483	47	33	networks	network	NOUN
iajs-2483	47	34	,	,	PUNCT
iajs-2483	47	35	e	e	NOUN
iajs-2483	47	36	-	-	NOUN
iajs-2483	47	37	commerce	commerce	NOUN
iajs-2483	47	38	,	,	PUNCT
iajs-2483	47	39	and	and	CCONJ
iajs-2483	47	40	web	web	NOUN
iajs-2483	47	41	advertisements	advertisement	NOUN
iajs-2483	47	42	.	.	PUNCT
iajs-2483	48	1	it	it	PRON
iajs-2483	48	2	compares	compare	VERB
iajs-2483	48	3	between	between	ADP
iajs-2483	48	4	two	two	NUM
iajs-2483	48	5	proposed	propose	VERB
iajs-2483	48	6	research	research	NOUN
iajs-2483	48	7	techniques	technique	NOUN
iajs-2483	48	8	for	for	ADP
iajs-2483	48	9	each	each	DET
iajs-2483	48	10	application	application	NOUN
iajs-2483	48	11	,	,	PUNCT
iajs-2483	48	12	with	with	ADP
iajs-2483	48	13	their	their	PRON
iajs-2483	48	14	contributions	contribution	NOUN
iajs-2483	48	15	,	,	PUNCT
iajs-2483	48	16	benefits	benefit	NOUN
iajs-2483	48	17	,	,	PUNCT
iajs-2483	48	18	architecture	architecture	NOUN
iajs-2483	48	19	and	and	CCONJ
iajs-2483	48	20	limitations	limitation	NOUN
iajs-2483	48	21	.	.	PUNCT
iajs-2483	49	1	the	the	DET
iajs-2483	49	2	rest	rest	NOUN
iajs-2483	49	3	of	of	ADP
iajs-2483	49	4	the	the	DET
iajs-2483	49	5	paper	paper	NOUN
iajs-2483	49	6	is	be	AUX
iajs-2483	49	7	arranged	arrange	VERB
iajs-2483	49	8	as	as	SCONJ
iajs-2483	49	9	follows	follow	VERB
iajs-2483	49	10	:	:	PUNCT
iajs-2483	49	11	section	section	NOUN
iajs-2483	49	12	2	2	NUM
iajs-2483	49	13	provides	provide	VERB
iajs-2483	49	14	an	an	DET
iajs-2483	49	15	introduction	introduction	NOUN
iajs-2483	49	16	to	to	ADP
iajs-2483	49	17	agents	agent	NOUN
iajs-2483	49	18	and	and	CCONJ
iajs-2483	49	19	their	their	PRON
iajs-2483	49	20	characteristics	characteristic	NOUN
iajs-2483	49	21	.	.	PUNCT
iajs-2483	50	1	section	section	NOUN
iajs-2483	50	2	3	3	NUM
iajs-2483	50	3	presents	present	VERB
iajs-2483	50	4	the	the	DET
iajs-2483	50	5	agent	agent	NOUN
iajs-2483	50	6	environment	environment	NOUN
iajs-2483	50	7	along	along	ADP
iajs-2483	50	8	with	with	ADP
iajs-2483	50	9	its	its	PRON
iajs-2483	50	10	features	feature	NOUN
iajs-2483	50	11	.	.	PUNCT
iajs-2483	51	1	section	section	NOUN
iajs-2483	51	2	4	4	NUM
iajs-2483	51	3	provides	provide	VERB
iajs-2483	51	4	an	an	DET
iajs-2483	51	5	introduction	introduction	NOUN
iajs-2483	51	6	to	to	ADP
iajs-2483	51	7	mas	mas	PROPN
iajs-2483	51	8	and	and	CCONJ
iajs-2483	51	9	the	the	DET
iajs-2483	51	10	main	main	ADJ
iajs-2483	51	11	differences	difference	NOUN
iajs-2483	51	12	between	between	ADP
iajs-2483	51	13	mas	mas	PROPN
iajs-2483	51	14	and	and	CCONJ
iajs-2483	51	15	other	other	ADJ
iajs-2483	51	16	similar	similar	ADJ
iajs-2483	51	17	systems	system	NOUN
iajs-2483	51	18	.	.	PUNCT
iajs-2483	52	1	sections	section	NOUN
iajs-2483	52	2	5,6,7,8,9,10	5,6,7,8,9,10	NUM
iajs-2483	52	3	and	and	CCONJ
iajs-2483	52	4	11	11	NUM
iajs-2483	52	5	discuss	discuss	VERB
iajs-2483	52	6	mas	mas	PROPN
iajs-2483	52	7	organizations	organization	NOUN
iajs-2483	52	8	,	,	PUNCT
iajs-2483	52	9	mas	mas	PROPN
iajs-2483	52	10	architecture	architecture	NOUN
iajs-2483	52	11	,	,	PUNCT
iajs-2483	52	12	agent	agent	NOUN
iajs-2483	52	13	types	type	NOUN
iajs-2483	52	14	,	,	PUNCT
iajs-2483	52	15	mas	mas	ADJ
iajs-2483	52	16	communication	communication	NOUN
iajs-2483	52	17	,	,	PUNCT
iajs-2483	52	18	agent	agent	NOUN
iajs-2483	52	19	communication	communication	NOUN
iajs-2483	52	20	languages	language	NOUN
iajs-2483	52	21	(	(	PUNCT
iajs-2483	52	22	acl	acl	PROPN
iajs-2483	52	23	)	)	PUNCT
iajs-2483	52	24	,	,	PUNCT
iajs-2483	52	25	ontology	ontology	NOUN
iajs-2483	52	26	and	and	CCONJ
iajs-2483	52	27	  	  	SPACE
iajs-2483	52	28	190	190	NUM
iajs-2483	52	29	ibn	ibn	PROPN
iajs-2483	52	30	al	al	PROPN
iajs-2483	52	31	-	-	PUNCT
iajs-2483	52	32	haitham	haitham	PROPN
iajs-2483	52	33	jour	jour	X
iajs-2483	52	34	.	.	PROPN
iajs-2483	53	1	for	for	ADP
iajs-2483	53	2	pure	pure	ADJ
iajs-2483	53	3	&	&	CCONJ
iajs-2483	53	4	appl	appl	PROPN
iajs-2483	53	5	.	.	PUNCT
iajs-2483	54	1	sci	sci	PROPN
iajs-2483	54	2	.	.	PROPN
iajs-2483	55	1	33	33	NUM
iajs-2483	55	2	(	(	PUNCT
iajs-2483	55	3	3	3	NUM
iajs-2483	55	4	)	)	PUNCT
iajs-2483	55	5	2020	2020	NUM
iajs-2483	55	6	jade	jade	NOUN
iajs-2483	55	7	(	(	PUNCT
iajs-2483	55	8	java	java	PROPN
iajs-2483	55	9	agent	agent	PROPN
iajs-2483	55	10	development	development	PROPN
iajs-2483	55	11	environment	environment	PROPN
iajs-2483	55	12	)	)	PUNCT
iajs-2483	55	13	respectively	respectively	ADV
iajs-2483	55	14	.	.	PUNCT
iajs-2483	56	1	the	the	DET
iajs-2483	56	2	final	final	ADJ
iajs-2483	56	3	section	section	NOUN
iajs-2483	56	4	12	12	NUM
iajs-2483	56	5	presents	present	VERB
iajs-2483	56	6	the	the	DET
iajs-2483	56	7	conclusion	conclusion	NOUN
iajs-2483	56	8	.	.	PUNCT
iajs-2483	57	1	2	2	X
iajs-2483	57	2	.	.	X
iajs-2483	57	3	agent	agent	NOUN
iajs-2483	57	4	definition	definition	NOUN
iajs-2483	57	5	and	and	CCONJ
iajs-2483	57	6	characteristics	characteristic	NOUN
iajs-2483	57	7	the	the	DET
iajs-2483	57	8	term	term	NOUN
iajs-2483	57	9	“	"	PUNCT
iajs-2483	57	10	agent	agent	NOUN
iajs-2483	57	11	”	"	PUNCT
iajs-2483	57	12	has	have	AUX
iajs-2483	57	13	been	be	AUX
iajs-2483	57	14	widely	widely	ADV
iajs-2483	57	15	used	use	VERB
iajs-2483	57	16	in	in	ADP
iajs-2483	57	17	many	many	ADJ
iajs-2483	57	18	technologies	technology	NOUN
iajs-2483	57	19	and	and	CCONJ
iajs-2483	57	20	fields	field	NOUN
iajs-2483	57	21	such	such	ADJ
iajs-2483	57	22	as	as	ADP
iajs-2483	57	23	artificial	artificial	ADJ
iajs-2483	57	24	intelligence	intelligence	NOUN
iajs-2483	57	25	,	,	PUNCT
iajs-2483	57	26	distributed	distribute	VERB
iajs-2483	57	27	database	database	NOUN
iajs-2483	57	28	systems	system	NOUN
iajs-2483	57	29	,	,	PUNCT
iajs-2483	57	30	cloud	cloud	NOUN
iajs-2483	57	31	computing	computing	NOUN
iajs-2483	57	32	,	,	PUNCT
iajs-2483	57	33	operating	operating	NOUN
iajs-2483	57	34	systems	system	NOUN
iajs-2483	57	35	,	,	PUNCT
iajs-2483	57	36	computer	computer	NOUN
iajs-2483	57	37	networks	network	NOUN
iajs-2483	57	38	,	,	PUNCT
iajs-2483	57	39	etc	etc	X
iajs-2483	57	40	.	.	X
iajs-2483	57	41	since	since	SCONJ
iajs-2483	57	42	the	the	DET
iajs-2483	57	43	agents	agent	NOUN
iajs-2483	57	44	can	can	AUX
iajs-2483	57	45	be	be	AUX
iajs-2483	57	46	found	find	VERB
iajs-2483	57	47	in	in	ADP
iajs-2483	57	48	many	many	ADJ
iajs-2483	57	49	forms	form	NOUN
iajs-2483	57	50	and	and	CCONJ
iajs-2483	57	51	in	in	ADP
iajs-2483	57	52	many	many	ADJ
iajs-2483	57	53	application	application	NOUN
iajs-2483	57	54	fields	field	NOUN
iajs-2483	57	55	which	which	PRON
iajs-2483	57	56	are	be	AUX
iajs-2483	57	57	varied	varied	ADJ
iajs-2483	57	58	significantly	significantly	ADV
iajs-2483	57	59	,	,	PUNCT
iajs-2483	57	60	researchers	researcher	NOUN
iajs-2483	57	61	do	do	AUX
iajs-2483	57	62	not	not	PART
iajs-2483	57	63	agree	agree	VERB
iajs-2483	57	64	on	on	ADP
iajs-2483	57	65	a	a	DET
iajs-2483	57	66	uniformed	uniformed	ADJ
iajs-2483	57	67	definition	definition	NOUN
iajs-2483	57	68	of	of	ADP
iajs-2483	57	69	"	"	PUNCT
iajs-2483	57	70	agent"[1	agent"[1	PROPN
iajs-2483	57	71	,	,	PUNCT
iajs-2483	57	72	4	4	NUM
iajs-2483	57	73	]	]	PUNCT
iajs-2483	57	74	.	.	PUNCT
iajs-2483	58	1	most	most	ADJ
iajs-2483	58	2	definitions	definition	NOUN
iajs-2483	58	3	agreed	agree	VERB
iajs-2483	58	4	upon	upon	SCONJ
iajs-2483	58	5	defining	define	VERB
iajs-2483	58	6	agent	agent	NOUN
iajs-2483	58	7	as	as	ADP
iajs-2483	58	8	followings	following	NOUN
iajs-2483	58	9	:	:	PUNCT
iajs-2483	58	10	autonomy	autonomy	NOUN
iajs-2483	58	11	entities	entity	NOUN
iajs-2483	58	12	which	which	PRON
iajs-2483	58	13	are	be	AUX
iajs-2483	58	14	able	able	ADJ
iajs-2483	58	15	to	to	PART
iajs-2483	58	16	perceive	perceive	VERB
iajs-2483	58	17	input	input	NOUN
iajs-2483	58	18	from	from	ADP
iajs-2483	58	19	its	its	PRON
iajs-2483	58	20	environment	environment	NOUN
iajs-2483	58	21	through	through	ADP
iajs-2483	58	22	sensors	sensor	NOUN
iajs-2483	58	23	and	and	CCONJ
iajs-2483	58	24	parameters	parameter	NOUN
iajs-2483	58	25	,	,	PUNCT
iajs-2483	58	26	act	act	VERB
iajs-2483	58	27	upon	upon	SCONJ
iajs-2483	58	28	that	that	DET
iajs-2483	58	29	environment	environment	NOUN
iajs-2483	58	30	through	through	ADP
iajs-2483	58	31	effectors	effector	NOUN
iajs-2483	58	32	in	in	ADP
iajs-2483	58	33	order	order	NOUN
iajs-2483	58	34	to	to	PART
iajs-2483	58	35	fulfill	fulfill	VERB
iajs-2483	58	36	the	the	DET
iajs-2483	58	37	desired	desire	VERB
iajs-2483	58	38	goals	goal	NOUN
iajs-2483	58	39	.	.	PUNCT
iajs-2483	59	1	the	the	DET
iajs-2483	59	2	agent	agent	NOUN
iajs-2483	59	3	can	can	AUX
iajs-2483	59	4	be	be	AUX
iajs-2483	59	5	viewed	view	VERB
iajs-2483	59	6	as	as	ADP
iajs-2483	59	7	a	a	DET
iajs-2483	59	8	software	software	NOUN
iajs-2483	59	9	component	component	NOUN
iajs-2483	59	10	that	that	PRON
iajs-2483	59	11	has	have	VERB
iajs-2483	59	12	flexibility	flexibility	NOUN
iajs-2483	59	13	and	and	CCONJ
iajs-2483	59	14	autonomy	autonomy	NOUN
iajs-2483	59	15	and	and	CCONJ
iajs-2483	59	16	gives	give	VERB
iajs-2483	59	17	an	an	DET
iajs-2483	59	18	interoperable	interoperable	ADJ
iajs-2483	59	19	interface	interface	NOUN
iajs-2483	59	20	to	to	ADP
iajs-2483	59	21	an	an	DET
iajs-2483	59	22	arbitrary	arbitrary	ADJ
iajs-2483	59	23	system	system	NOUN
iajs-2483	59	24	.	.	PUNCT
iajs-2483	60	1	the	the	DET
iajs-2483	60	2	agent	agent	NOUN
iajs-2483	60	3	system	system	NOUN
iajs-2483	60	4	can	can	AUX
iajs-2483	60	5	be	be	AUX
iajs-2483	60	6	constituted	constitute	VERB
iajs-2483	60	7	from	from	ADP
iajs-2483	60	8	a	a	DET
iajs-2483	60	9	single	single	ADJ
iajs-2483	60	10	agent	agent	NOUN
iajs-2483	60	11	working	work	VERB
iajs-2483	60	12	in	in	ADP
iajs-2483	60	13	its	its	PRON
iajs-2483	60	14	environment	environment	NOUN
iajs-2483	60	15	and	and	CCONJ
iajs-2483	60	16	can	can	AUX
iajs-2483	60	17	interact	interact	VERB
iajs-2483	60	18	with	with	ADP
iajs-2483	60	19	its	its	PRON
iajs-2483	60	20	users	user	NOUN
iajs-2483	60	21	,	,	PUNCT
iajs-2483	60	22	or	or	CCONJ
iajs-2483	60	23	can	can	AUX
iajs-2483	60	24	consist	consist	VERB
iajs-2483	60	25	of	of	ADP
iajs-2483	60	26	multiple	multiple	ADJ
iajs-2483	60	27	cooperative	cooperative	ADJ
iajs-2483	60	28	agents	agent	NOUN
iajs-2483	60	29	which	which	PRON
iajs-2483	60	30	can	can	AUX
iajs-2483	60	31	model	model	VERB
iajs-2483	60	32	sophisticated	sophisticated	ADJ
iajs-2483	60	33	systems	system	NOUN
iajs-2483	60	34	and	and	CCONJ
iajs-2483	60	35	present	present	VERB
iajs-2483	60	36	the	the	DET
iajs-2483	60	37	possibility	possibility	NOUN
iajs-2483	60	38	of	of	ADP
iajs-2483	60	39	agents	agent	NOUN
iajs-2483	60	40	that	that	PRON
iajs-2483	60	41	have	have	AUX
iajs-2483	60	42	shared	share	VERB
iajs-2483	60	43	their	their	PRON
iajs-2483	60	44	goals	goal	NOUN
iajs-2483	60	45	.	.	PUNCT
iajs-2483	61	1	by	by	ADP
iajs-2483	61	2	acting	act	VERB
iajs-2483	61	3	in	in	ADP
iajs-2483	61	4	their	their	PRON
iajs-2483	61	5	environments	environment	NOUN
iajs-2483	61	6	,	,	PUNCT
iajs-2483	61	7	agents	agent	NOUN
iajs-2483	61	8	can	can	AUX
iajs-2483	61	9	interact	interact	VERB
iajs-2483	61	10	and	and	CCONJ
iajs-2483	61	11	cooperate	cooperate	VERB
iajs-2483	61	12	with	with	ADP
iajs-2483	61	13	each	each	DET
iajs-2483	61	14	other	other	ADJ
iajs-2483	61	15	indirectly	indirectly	ADV
iajs-2483	61	16	,	,	PUNCT
iajs-2483	61	17	or	or	CCONJ
iajs-2483	61	18	they	they	PRON
iajs-2483	61	19	can	can	AUX
iajs-2483	61	20	use	use	VERB
iajs-2483	61	21	communication	communication	NOUN
iajs-2483	61	22	language	language	NOUN
iajs-2483	61	23	(	(	PUNCT
iajs-2483	61	24	acl	acl	PROPN
iajs-2483	61	25	)	)	PUNCT
iajs-2483	61	26	to	to	PART
iajs-2483	61	27	act	act	VERB
iajs-2483	61	28	directly[1	directly[1	PROPN
iajs-2483	61	29	,	,	PUNCT
iajs-2483	61	30	5	5	NUM
iajs-2483	61	31	]	]	PUNCT
iajs-2483	61	32	.	.	PUNCT
iajs-2483	62	1	autonomy	autonomy	NOUN
iajs-2483	62	2	in	in	ADP
iajs-2483	62	3	agents	agent	NOUN
iajs-2483	62	4	means	mean	VERB
iajs-2483	62	5	that	that	SCONJ
iajs-2483	62	6	the	the	DET
iajs-2483	62	7	computational	computational	ADJ
iajs-2483	62	8	agents	agent	NOUN
iajs-2483	62	9	can	can	AUX
iajs-2483	62	10	work	work	VERB
iajs-2483	62	11	without	without	ADP
iajs-2483	62	12	the	the	DET
iajs-2483	62	13	intervention	intervention	NOUN
iajs-2483	62	14	of	of	ADP
iajs-2483	62	15	other	other	ADJ
iajs-2483	62	16	entities	entity	NOUN
iajs-2483	62	17	and	and	CCONJ
iajs-2483	62	18	have	have	VERB
iajs-2483	62	19	control	control	NOUN
iajs-2483	62	20	over	over	ADP
iajs-2483	62	21	their	their	PRON
iajs-2483	62	22	activities	activity	NOUN
iajs-2483	62	23	.	.	PUNCT
iajs-2483	63	1	giving	give	VERB
iajs-2483	63	2	the	the	DET
iajs-2483	63	3	goals	goal	NOUN
iajs-2483	63	4	to	to	ADP
iajs-2483	63	5	agent	agent	NOUN
iajs-2483	63	6	implies	imply	VERB
iajs-2483	63	7	that	that	SCONJ
iajs-2483	63	8	the	the	DET
iajs-2483	63	9	agents	agent	NOUN
iajs-2483	63	10	should	should	AUX
iajs-2483	63	11	perform	perform	VERB
iajs-2483	63	12	actions	action	NOUN
iajs-2483	63	13	in	in	ADP
iajs-2483	63	14	the	the	DET
iajs-2483	63	15	environment	environment	NOUN
iajs-2483	63	16	in	in	ADP
iajs-2483	63	17	order	order	NOUN
iajs-2483	63	18	to	to	PART
iajs-2483	63	19	fulfill	fulfill	VERB
iajs-2483	63	20	their	their	PRON
iajs-2483	63	21	determined	determined	ADJ
iajs-2483	63	22	goals	goal	NOUN
iajs-2483	63	23	.	.	PUNCT
iajs-2483	64	1	behavior	behavior	NOUN
iajs-2483	64	2	means	mean	VERB
iajs-2483	64	3	that	that	SCONJ
iajs-2483	64	4	agents	agent	NOUN
iajs-2483	64	5	can	can	AUX
iajs-2483	64	6	perform	perform	VERB
iajs-2483	64	7	actions	action	NOUN
iajs-2483	64	8	after	after	ADP
iajs-2483	64	9	receiving	receive	VERB
iajs-2483	64	10	sensory	sensory	ADJ
iajs-2483	64	11	inputs	input	NOUN
iajs-2483	64	12	from	from	ADP
iajs-2483	64	13	the	the	DET
iajs-2483	64	14	environment	environment	NOUN
iajs-2483	65	1	[	[	X
iajs-2483	65	2	3	3	NUM
iajs-2483	65	3	]	]	PUNCT
iajs-2483	65	4	.	.	PUNCT
iajs-2483	66	1	a	a	DET
iajs-2483	66	2	framework	framework	NOUN
iajs-2483	66	3	that	that	PRON
iajs-2483	66	4	depicts	depict	VERB
iajs-2483	66	5	a	a	DET
iajs-2483	66	6	single	single	ADJ
iajs-2483	66	7	agent	agent	NOUN
iajs-2483	66	8	is	be	AUX
iajs-2483	66	9	presented	present	VERB
iajs-2483	66	10	in	in	ADP
iajs-2483	66	11	figure	figure	NOUN
iajs-2483	66	12	1	1	NUM
iajs-2483	66	13	.	.	PUNCT
iajs-2483	67	1	figure	figure	NOUN
iajs-2483	67	2	1	1	NUM
iajs-2483	67	3	.	.	PUNCT
iajs-2483	68	1	the	the	DET
iajs-2483	68	2	agent	agent	NOUN
iajs-2483	68	3	structure	structure	NOUN
iajs-2483	68	4	[	[	X
iajs-2483	68	5	3	3	NUM
iajs-2483	68	6	]	]	PUNCT
iajs-2483	68	7	.	.	PUNCT
iajs-2483	69	1	besides	besides	SCONJ
iajs-2483	69	2	sensory	sensory	ADJ
iajs-2483	69	3	inputs	input	NOUN
iajs-2483	69	4	,	,	PUNCT
iajs-2483	69	5	actions	action	NOUN
iajs-2483	69	6	and	and	CCONJ
iajs-2483	69	7	goals	goal	NOUN
iajs-2483	69	8	,	,	PUNCT
iajs-2483	69	9	the	the	DET
iajs-2483	69	10	agent	agent	NOUN
iajs-2483	69	11	can	can	AUX
iajs-2483	69	12	have	have	VERB
iajs-2483	69	13	knowledge	knowledge	NOUN
iajs-2483	69	14	(	(	PUNCT
iajs-2483	69	15	which	which	PRON
iajs-2483	69	16	is	be	AUX
iajs-2483	69	17	about	about	ADP
iajs-2483	69	18	a	a	DET
iajs-2483	69	19	specified	specify	VERB
iajs-2483	69	20	environment	environment	NOUN
iajs-2483	69	21	or	or	CCONJ
iajs-2483	69	22	a	a	DET
iajs-2483	69	23	problematic	problematic	ADJ
iajs-2483	69	24	domain	domain	NOUN
iajs-2483	69	25	)	)	PUNCT
iajs-2483	69	26	.	.	PUNCT
iajs-2483	70	1	this	this	DET
iajs-2483	70	2	knowledge	knowledge	NOUN
iajs-2483	70	3	may	may	AUX
iajs-2483	70	4	be	be	AUX
iajs-2483	70	5	based	base	VERB
iajs-2483	70	6	on	on	ADP
iajs-2483	70	7	artificial	artificial	ADJ
iajs-2483	70	8	intelligence	intelligence	NOUN
iajs-2483	70	9	(	(	PUNCT
iajs-2483	70	10	such	such	ADJ
iajs-2483	70	11	as	as	ADP
iajs-2483	70	12	rule	rule	NOUN
iajs-2483	70	13	-	-	PUNCT
iajs-2483	70	14	based	base	VERB
iajs-2483	70	15	,	,	PUNCT
iajs-2483	70	16	machine	machine	NOUN
iajs-2483	70	17	learning	learning	NOUN
iajs-2483	70	18	,	,	PUNCT
iajs-2483	70	19	etc.)[5	etc.)[5	PROPN
iajs-2483	70	20	]	]	PUNCT
iajs-2483	70	21	.	.	PUNCT
iajs-2483	71	1	different	different	ADJ
iajs-2483	71	2	definitions	definition	NOUN
iajs-2483	71	3	of	of	ADP
iajs-2483	71	4	agents	agent	NOUN
iajs-2483	71	5	include	include	VERB
iajs-2483	71	6	several	several	ADJ
iajs-2483	71	7	properties	property	NOUN
iajs-2483	71	8	which	which	PRON
iajs-2483	71	9	may	may	AUX
iajs-2483	71	10	be	be	AUX
iajs-2483	71	11	summarized	summarize	VERB
iajs-2483	71	12	briefly	briefly	ADV
iajs-2483	71	13	in	in	ADP
iajs-2483	71	14	figure	figure	NOUN
iajs-2483	71	15	2	2	NUM
iajs-2483	71	16	.	.	PUNCT
iajs-2483	71	17	as	as	SCONJ
iajs-2483	71	18	follows	follow	VERB
iajs-2483	71	19	:	:	PUNCT
iajs-2483	71	20	  	  	SPACE
iajs-2483	71	21	191	191	NUM
iajs-2483	71	22	ibn	ibn	PROPN
iajs-2483	71	23	al	al	PROPN
iajs-2483	71	24	-	-	PUNCT
iajs-2483	71	25	haitham	haitham	PROPN
iajs-2483	71	26	jour	jour	X
iajs-2483	71	27	.	.	PROPN
iajs-2483	72	1	for	for	ADP
iajs-2483	72	2	pure	pure	ADJ
iajs-2483	72	3	&	&	CCONJ
iajs-2483	72	4	appl	appl	PROPN
iajs-2483	72	5	.	.	PUNCT
iajs-2483	73	1	sci	sci	PROPN
iajs-2483	73	2	.	.	PROPN
iajs-2483	74	1	33	33	NUM
iajs-2483	74	2	(	(	PUNCT
iajs-2483	74	3	3	3	NUM
iajs-2483	74	4	)	)	PUNCT
iajs-2483	74	5	2020	2020	NUM
iajs-2483	74	6	figure	figure	VERB
iajs-2483	74	7	2	2	NUM
iajs-2483	74	8	.	.	PUNCT
iajs-2483	74	9	agent	agent	NOUN
iajs-2483	74	10	properties	property	NOUN
iajs-2483	74	11	.	.	PUNCT
iajs-2483	75	1	1	1	X
iajs-2483	75	2	.	.	X
iajs-2483	75	3	situatedness	situatedness	VERB
iajs-2483	75	4	the	the	DET
iajs-2483	75	5	agent	agent	NOUN
iajs-2483	75	6	can	can	AUX
iajs-2483	75	7	interact	interact	VERB
iajs-2483	75	8	with	with	ADP
iajs-2483	75	9	its	its	PRON
iajs-2483	75	10	environment	environment	NOUN
iajs-2483	75	11	by	by	ADP
iajs-2483	75	12	using	use	VERB
iajs-2483	75	13	sensors	sensor	NOUN
iajs-2483	75	14	and	and	CCONJ
iajs-2483	75	15	perform	perform	VERB
iajs-2483	75	16	actions	action	NOUN
iajs-2483	75	17	using	use	VERB
iajs-2483	75	18	their	their	PRON
iajs-2483	75	19	actuators	actuator	NOUN
iajs-2483	75	20	.	.	PUNCT
iajs-2483	76	1	all	all	DET
iajs-2483	76	2	the	the	DET
iajs-2483	76	3	sensory	sensory	ADJ
iajs-2483	76	4	inputs	input	NOUN
iajs-2483	76	5	are	be	AUX
iajs-2483	76	6	received	receive	VERB
iajs-2483	76	7	directly	directly	ADV
iajs-2483	76	8	as	as	ADP
iajs-2483	76	9	a	a	DET
iajs-2483	76	10	result	result	NOUN
iajs-2483	76	11	of	of	ADP
iajs-2483	76	12	agent	agent	NOUN
iajs-2483	76	13	interactions	interaction	NOUN
iajs-2483	76	14	in	in	ADP
iajs-2483	76	15	their	their	PRON
iajs-2483	76	16	environment	environment	NOUN
iajs-2483	76	17	.	.	PUNCT
iajs-2483	77	1	the	the	DET
iajs-2483	77	2	agent	agent	NOUN
iajs-2483	77	3	acts	act	VERB
iajs-2483	77	4	immediately	immediately	ADV
iajs-2483	77	5	with	with	ADP
iajs-2483	77	6	its	its	PRON
iajs-2483	77	7	environment	environment	NOUN
iajs-2483	77	8	and	and	CCONJ
iajs-2483	77	9	does	do	AUX
iajs-2483	77	10	not	not	PART
iajs-2483	77	11	act	act	VERB
iajs-2483	77	12	as	as	ADP
iajs-2483	77	13	a	a	DET
iajs-2483	77	14	level	level	NOUN
iajs-2483	77	15	advisor	advisor	NOUN
iajs-2483	77	16	.	.	PUNCT
iajs-2483	78	1	this	this	PRON
iajs-2483	78	2	differentiates	differentiate	VERB
iajs-2483	78	3	the	the	DET
iajs-2483	78	4	agent	agent	NOUN
iajs-2483	78	5	from	from	ADP
iajs-2483	78	6	expert	expert	NOUN
iajs-2483	78	7	systems	system	NOUN
iajs-2483	78	8	where	where	SCONJ
iajs-2483	78	9	the	the	DET
iajs-2483	78	10	suggestion	suggestion	NOUN
iajs-2483	78	11	for	for	ADP
iajs-2483	78	12	decision	decision	NOUN
iajs-2483	78	13	making	making	NOUN
iajs-2483	78	14	is	be	AUX
iajs-2483	78	15	performed	perform	VERB
iajs-2483	78	16	through	through	ADP
iajs-2483	78	17	a	a	DET
iajs-2483	78	18	middle	middle	ADJ
iajs-2483	78	19	(	(	PUNCT
iajs-2483	78	20	broker	broker	NOUN
iajs-2483	78	21	)	)	PUNCT
iajs-2483	78	22	agent	agent	NOUN
iajs-2483	78	23	and	and	CCONJ
iajs-2483	78	24	does	do	AUX
iajs-2483	78	25	not	not	PART
iajs-2483	78	26	impact	impact	VERB
iajs-2483	78	27	directly	directly	ADV
iajs-2483	78	28	on	on	ADP
iajs-2483	78	29	the	the	DET
iajs-2483	78	30	environment[3	environment[3	NOUN
iajs-2483	78	31	,	,	PUNCT
iajs-2483	78	32	6	6	NUM
iajs-2483	78	33	]	]	PUNCT
iajs-2483	78	34	.	.	PUNCT
iajs-2483	79	1	2	2	X
iajs-2483	79	2	.	.	X
iajs-2483	79	3	autonomy	autonomy	NOUN
iajs-2483	79	4	this	this	PRON
iajs-2483	79	5	means	mean	VERB
iajs-2483	79	6	that	that	SCONJ
iajs-2483	79	7	the	the	DET
iajs-2483	79	8	agent	agent	NOUN
iajs-2483	79	9	can	can	AUX
iajs-2483	79	10	act	act	VERB
iajs-2483	79	11	and	and	CCONJ
iajs-2483	79	12	choose	choose	VERB
iajs-2483	79	13	its	its	PRON
iajs-2483	79	14	actions	action	NOUN
iajs-2483	79	15	independently	independently	ADV
iajs-2483	79	16	without	without	ADP
iajs-2483	79	17	interventions	intervention	NOUN
iajs-2483	79	18	by	by	ADP
iajs-2483	79	19	other	other	ADJ
iajs-2483	79	20	agents	agent	NOUN
iajs-2483	79	21	or	or	CCONJ
iajs-2483	79	22	human	human	NOUN
iajs-2483	79	23	.	.	PUNCT
iajs-2483	80	1	this	this	DET
iajs-2483	80	2	feature	feature	NOUN
iajs-2483	80	3	protects	protect	VERB
iajs-2483	80	4	the	the	DET
iajs-2483	80	5	internal	internal	ADJ
iajs-2483	80	6	states	state	NOUN
iajs-2483	80	7	of	of	ADP
iajs-2483	80	8	the	the	DET
iajs-2483	80	9	agent	agent	NOUN
iajs-2483	80	10	from	from	ADP
iajs-2483	80	11	extremal	extremal	ADJ
iajs-2483	80	12	impact	impact	NOUN
iajs-2483	80	13	and	and	CCONJ
iajs-2483	80	14	gives	give	VERB
iajs-2483	80	15	the	the	DET
iajs-2483	80	16	agent	agent	NOUN
iajs-2483	80	17	control	control	NOUN
iajs-2483	80	18	over	over	ADP
iajs-2483	80	19	its	its	PRON
iajs-2483	80	20	own	own	ADJ
iajs-2483	80	21	activities[2	activities[2	PROPN
iajs-2483	80	22	,	,	PUNCT
iajs-2483	80	23	6	6	NUM
iajs-2483	80	24	]	]	PUNCT
iajs-2483	80	25	.	.	PUNCT
iajs-2483	81	1	3	3	X
iajs-2483	81	2	.	.	X
iajs-2483	81	3	sociability	sociability	NOUN
iajs-2483	81	4	in	in	ADP
iajs-2483	81	5	reaching	reach	VERB
iajs-2483	81	6	their	their	PRON
iajs-2483	81	7	goals	goal	NOUN
iajs-2483	81	8	,	,	PUNCT
iajs-2483	81	9	agents	agent	NOUN
iajs-2483	81	10	share	share	VERB
iajs-2483	81	11	and	and	CCONJ
iajs-2483	81	12	collaborate	collaborate	VERB
iajs-2483	81	13	their	their	PRON
iajs-2483	81	14	knowledge	knowledge	NOUN
iajs-2483	81	15	,	,	PUNCT
iajs-2483	81	16	and	and	CCONJ
iajs-2483	81	17	demand	demand	VERB
iajs-2483	81	18	information	information	NOUN
iajs-2483	81	19	from	from	ADP
iajs-2483	81	20	other	other	ADJ
iajs-2483	81	21	agents	agent	NOUN
iajs-2483	81	22	to	to	PART
iajs-2483	81	23	enhance	enhance	VERB
iajs-2483	81	24	their	their	PRON
iajs-2483	81	25	performance	performance	NOUN
iajs-2483	81	26	.	.	PUNCT
iajs-2483	82	1	an	an	DET
iajs-2483	82	2	agent	agent	NOUN
iajs-2483	82	3	can	can	AUX
iajs-2483	82	4	be	be	AUX
iajs-2483	82	5	considered	consider	VERB
iajs-2483	82	6	to	to	PART
iajs-2483	82	7	be	be	AUX
iajs-2483	82	8	social	social	ADJ
iajs-2483	82	9	because	because	SCONJ
iajs-2483	82	10	it	it	PRON
iajs-2483	82	11	participates	participate	VERB
iajs-2483	82	12	with	with	ADP
iajs-2483	82	13	humans	human	NOUN
iajs-2483	82	14	or	or	CCONJ
iajs-2483	82	15	agents	agent	NOUN
iajs-2483	82	16	to	to	PART
iajs-2483	82	17	perform	perform	VERB
iajs-2483	82	18	its	its	PRON
iajs-2483	82	19	goals[4	goals[4	NOUN
iajs-2483	82	20	,	,	PUNCT
iajs-2483	82	21	7	7	NUM
iajs-2483	82	22	]	]	PUNCT
iajs-2483	82	23	.	.	PUNCT
iajs-2483	83	1	4	4	X
iajs-2483	83	2	.	.	X
iajs-2483	83	3	proactivity	proactivity	NOUN
iajs-2483	83	4	agents	agent	NOUN
iajs-2483	83	5	can	can	AUX
iajs-2483	83	6	use	use	VERB
iajs-2483	83	7	their	their	PRON
iajs-2483	83	8	sensed	sense	VERB
iajs-2483	83	9	parameters	parameter	NOUN
iajs-2483	83	10	,	,	PUNCT
iajs-2483	83	11	data	datum	NOUN
iajs-2483	83	12	and	and	CCONJ
iajs-2483	83	13	information	information	NOUN
iajs-2483	83	14	from	from	ADP
iajs-2483	83	15	other	other	ADJ
iajs-2483	83	16	agents	agent	NOUN
iajs-2483	83	17	to	to	PART
iajs-2483	83	18	predict	predict	VERB
iajs-2483	83	19	or	or	CCONJ
iajs-2483	83	20	expect	expect	VERB
iajs-2483	83	21	future	future	ADJ
iajs-2483	83	22	actions	action	NOUN
iajs-2483	83	23	.	.	PUNCT
iajs-2483	84	1	these	these	DET
iajs-2483	84	2	predictions	prediction	NOUN
iajs-2483	84	3	permit	permit	VERB
iajs-2483	84	4	agents	agent	NOUN
iajs-2483	84	5	to	to	PART
iajs-2483	84	6	perform	perform	VERB
iajs-2483	84	7	actions	action	NOUN
iajs-2483	84	8	that	that	PRON
iajs-2483	84	9	satisfy	satisfy	VERB
iajs-2483	84	10	their	their	PRON
iajs-2483	84	11	goals	goal	NOUN
iajs-2483	84	12	.	.	PUNCT
iajs-2483	85	1	this	this	PRON
iajs-2483	85	2	means	mean	VERB
iajs-2483	85	3	that	that	SCONJ
iajs-2483	85	4	the	the	DET
iajs-2483	85	5	same	same	ADJ
iajs-2483	85	6	agent	agent	NOUN
iajs-2483	85	7	may	may	AUX
iajs-2483	85	8	act	act	VERB
iajs-2483	85	9	using	use	VERB
iajs-2483	85	10	different	different	ADJ
iajs-2483	85	11	actions	action	NOUN
iajs-2483	85	12	when	when	SCONJ
iajs-2483	85	13	suited	suit	VERB
iajs-2483	85	14	in	in	ADP
iajs-2483	85	15	various	various	ADJ
iajs-2483	85	16	environments	environment	NOUN
iajs-2483	85	17	.	.	PUNCT
iajs-2483	86	1	an	an	DET
iajs-2483	86	2	agent	agent	NOUN
iajs-2483	86	3	is	be	AUX
iajs-2483	86	4	said	say	VERB
iajs-2483	86	5	to	to	PART
iajs-2483	86	6	be	be	AUX
iajs-2483	86	7	proactive	proactive	ADJ
iajs-2483	86	8	,	,	PUNCT
iajs-2483	86	9	since	since	SCONJ
iajs-2483	86	10	it	it	PRON
iajs-2483	86	11	does	do	AUX
iajs-2483	86	12	not	not	PART
iajs-2483	86	13	behave	behave	VERB
iajs-2483	86	14	in	in	ADP
iajs-2483	86	15	its	its	PRON
iajs-2483	86	16	environment	environment	NOUN
iajs-2483	86	17	but	but	CCONJ
iajs-2483	86	18	is	be	AUX
iajs-2483	86	19	capable	capable	ADJ
iajs-2483	86	20	of	of	ADP
iajs-2483	86	21	presenting	present	VERB
iajs-2483	86	22	goaldirected	goaldirecte	VERB
iajs-2483	86	23	behavior[2	behavior[2	PROPN
iajs-2483	86	24	,	,	PUNCT
iajs-2483	86	25	10	10	NUM
iajs-2483	86	26	]	]	PUNCT
iajs-2483	86	27	.	.	PUNCT
iajs-2483	87	1	5	5	X
iajs-2483	87	2	.	.	X
iajs-2483	87	3	reactivity	reactivity	NOUN
iajs-2483	87	4	an	an	DET
iajs-2483	87	5	agent	agent	NOUN
iajs-2483	87	6	is	be	AUX
iajs-2483	87	7	considered	consider	VERB
iajs-2483	87	8	to	to	PART
iajs-2483	87	9	be	be	AUX
iajs-2483	87	10	reactive	reactive	ADJ
iajs-2483	87	11	because	because	SCONJ
iajs-2483	87	12	it	it	PRON
iajs-2483	87	13	can	can	AUX
iajs-2483	87	14	receive	receive	VERB
iajs-2483	87	15	a	a	DET
iajs-2483	87	16	sensory	sensory	ADJ
iajs-2483	87	17	input	input	NOUN
iajs-2483	87	18	from	from	ADP
iajs-2483	87	19	its	its	PRON
iajs-2483	87	20	environment	environment	NOUN
iajs-2483	87	21	,	,	PUNCT
iajs-2483	87	22	and	and	CCONJ
iajs-2483	87	23	responds	respond	VERB
iajs-2483	87	24	to	to	PART
iajs-2483	87	25	changes	change	NOUN
iajs-2483	87	26	that	that	PRON
iajs-2483	87	27	happen	happen	VERB
iajs-2483	87	28	in	in	ADP
iajs-2483	87	29	its	its	PRON
iajs-2483	87	30	environment	environment	NOUN
iajs-2483	87	31	is	be	AUX
iajs-2483	87	32	some	some	DET
iajs-2483	87	33	such	such	ADJ
iajs-2483	87	34	way[2	way[2	NOUN
iajs-2483	87	35	,	,	PUNCT
iajs-2483	87	36	4	4	NUM
iajs-2483	87	37	]	]	PUNCT
iajs-2483	87	38	.	.	PUNCT
iajs-2483	88	1	6	6	NUM
iajs-2483	88	2	.	.	X
iajs-2483	88	3	mobility	mobility	NOUN
iajs-2483	88	4	an	an	DET
iajs-2483	88	5	agent	agent	NOUN
iajs-2483	88	6	can	can	AUX
iajs-2483	88	7	transfer	transfer	VERB
iajs-2483	88	8	from	from	ADP
iajs-2483	88	9	one	one	NUM
iajs-2483	88	10	computer	computer	NOUN
iajs-2483	88	11	to	to	ADP
iajs-2483	88	12	another	another	PRON
iajs-2483	88	13	and	and	CCONJ
iajs-2483	88	14	through	through	ADP
iajs-2483	88	15	various	various	ADJ
iajs-2483	88	16	architectures	architecture	NOUN
iajs-2483	88	17	and	and	CCONJ
iajs-2483	88	18	platforms[1	platforms[1	NUM
iajs-2483	88	19	,	,	PUNCT
iajs-2483	88	20	4	4	NUM
iajs-2483	88	21	,	,	PUNCT
iajs-2483	88	22	6	6	NUM
iajs-2483	88	23	]	]	PUNCT
iajs-2483	88	24	.	.	PUNCT
iajs-2483	88	25	  	  	SPACE
iajs-2483	89	1	192	192	NUM
iajs-2483	89	2	ibn	ibn	PROPN
iajs-2483	89	3	al	al	PROPN
iajs-2483	89	4	-	-	PUNCT
iajs-2483	89	5	haitham	haitham	PROPN
iajs-2483	89	6	jour	jour	X
iajs-2483	89	7	.	.	PROPN
iajs-2483	89	8	for	for	ADP
iajs-2483	89	9	pure	pure	ADJ
iajs-2483	89	10	&	&	CCONJ
iajs-2483	89	11	appl	appl	PROPN
iajs-2483	89	12	.	.	PUNCT
iajs-2483	90	1	sci	sci	PROPN
iajs-2483	90	2	.	.	PROPN
iajs-2483	91	1	33	33	NUM
iajs-2483	91	2	(	(	PUNCT
iajs-2483	91	3	3	3	NUM
iajs-2483	91	4	)	)	PUNCT
iajs-2483	91	5	2020	2020	NUM
iajs-2483	91	6	7	7	NUM
iajs-2483	91	7	.	.	PUNCT
iajs-2483	91	8	coordination	coordination	NOUN
iajs-2483	91	9	an	an	DET
iajs-2483	91	10	agent	agent	NOUN
iajs-2483	91	11	is	be	AUX
iajs-2483	91	12	capable	capable	ADJ
iajs-2483	91	13	to	to	PART
iajs-2483	91	14	achieve	achieve	VERB
iajs-2483	91	15	activities	activity	NOUN
iajs-2483	91	16	in	in	ADP
iajs-2483	91	17	a	a	DET
iajs-2483	91	18	common	common	ADJ
iajs-2483	91	19	environment	environment	NOUN
iajs-2483	91	20	with	with	ADP
iajs-2483	91	21	other	other	ADJ
iajs-2483	91	22	agents	agent	NOUN
iajs-2483	91	23	.	.	PUNCT
iajs-2483	92	1	activities	activity	NOUN
iajs-2483	92	2	are	be	AUX
iajs-2483	92	3	regulated	regulate	VERB
iajs-2483	92	4	by	by	ADP
iajs-2483	92	5	means	mean	NOUN
iajs-2483	92	6	of	of	ADP
iajs-2483	92	7	plans	plan	NOUN
iajs-2483	92	8	,	,	PUNCT
iajs-2483	92	9	roadmap	roadmap	NOUN
iajs-2483	92	10	or	or	CCONJ
iajs-2483	92	11	other	other	ADJ
iajs-2483	92	12	process	process	NOUN
iajs-2483	92	13	management	management	NOUN
iajs-2483	92	14	techniques[4	techniques[4	PROPN
iajs-2483	92	15	]	]	X
iajs-2483	92	16	.	.	PUNCT
iajs-2483	93	1	8	8	X
iajs-2483	93	2	.	.	X
iajs-2483	94	1	learning	learning	NOUN
iajs-2483	94	2	and	and	CCONJ
iajs-2483	94	3	adaptivety	adaptivety	NOUN
iajs-2483	94	4	an	an	DET
iajs-2483	94	5	agent	agent	NOUN
iajs-2483	94	6	is	be	AUX
iajs-2483	94	7	able	able	ADJ
iajs-2483	94	8	to	to	PART
iajs-2483	94	9	respond	respond	VERB
iajs-2483	94	10	to	to	ADP
iajs-2483	94	11	other	other	ADJ
iajs-2483	94	12	agents	agent	NOUN
iajs-2483	94	13	and	and	CCONJ
iajs-2483	94	14	to	to	ADP
iajs-2483	94	15	its	its	PRON
iajs-2483	94	16	environment	environment	NOUN
iajs-2483	94	17	.	.	PUNCT
iajs-2483	95	1	more	more	ADJ
iajs-2483	95	2	improved	improved	ADJ
iajs-2483	95	3	kinds	kind	NOUN
iajs-2483	95	4	of	of	ADP
iajs-2483	95	5	adaptation	adaptation	NOUN
iajs-2483	95	6	allow	allow	VERB
iajs-2483	95	7	an	an	DET
iajs-2483	95	8	agent	agent	NOUN
iajs-2483	95	9	to	to	PART
iajs-2483	95	10	change	change	VERB
iajs-2483	95	11	its	its	PRON
iajs-2483	95	12	behavior	behavior	NOUN
iajs-2483	95	13	using	use	VERB
iajs-2483	95	14	its	its	PRON
iajs-2483	95	15	experience	experience	NOUN
iajs-2483	95	16	.	.	PUNCT
iajs-2483	96	1	an	an	DET
iajs-2483	96	2	agent	agent	NOUN
iajs-2483	96	3	is	be	AUX
iajs-2483	96	4	able	able	ADJ
iajs-2483	96	5	to	to	PART
iajs-2483	96	6	learn	learn	VERB
iajs-2483	96	7	from	from	ADP
iajs-2483	96	8	its	its	PRON
iajs-2483	96	9	experience	experience	NOUN
iajs-2483	96	10	as	as	ADV
iajs-2483	96	11	well	well	ADV
iajs-2483	96	12	as	as	ADP
iajs-2483	96	13	learning	learn	VERB
iajs-2483	96	14	from	from	ADP
iajs-2483	96	15	the	the	DET
iajs-2483	96	16	environment	environment	NOUN
iajs-2483	96	17	and	and	CCONJ
iajs-2483	96	18	cooperation	cooperation	NOUN
iajs-2483	96	19	with	with	ADP
iajs-2483	96	20	other	other	ADJ
iajs-2483	96	21	agents[2	agents[2	PROPN
iajs-2483	96	22	,	,	PUNCT
iajs-2483	96	23	4	4	NUM
iajs-2483	96	24	]	]	PUNCT
iajs-2483	96	25	.	.	PUNCT
iajs-2483	97	1	9	9	X
iajs-2483	97	2	.	.	X
iajs-2483	97	3	veracity	veracity	NOUN
iajs-2483	97	4	an	an	DET
iajs-2483	97	5	agent	agent	NOUN
iajs-2483	97	6	may	may	AUX
iajs-2483	97	7	be	be	AUX
iajs-2483	97	8	truthful	truthful	ADJ
iajs-2483	97	9	,	,	PUNCT
iajs-2483	97	10	giving	give	VERB
iajs-2483	97	11	the	the	DET
iajs-2483	97	12	assurance	assurance	NOUN
iajs-2483	97	13	that	that	SCONJ
iajs-2483	97	14	it	it	PRON
iajs-2483	97	15	will	will	AUX
iajs-2483	97	16	not	not	PART
iajs-2483	97	17	intentionally	intentionally	ADV
iajs-2483	97	18	transfer	transfer	VERB
iajs-2483	97	19	(	(	PUNCT
iajs-2483	97	20	or	or	CCONJ
iajs-2483	97	21	communicate	communicate	VERB
iajs-2483	97	22	)	)	PUNCT
iajs-2483	97	23	false	false	ADJ
iajs-2483	97	24	information	information	NOUN
iajs-2483	97	25	[	[	X
iajs-2483	97	26	4	4	NUM
iajs-2483	97	27	,	,	PUNCT
iajs-2483	97	28	7	7	NUM
iajs-2483	97	29	,	,	PUNCT
iajs-2483	97	30	10	10	NUM
iajs-2483	97	31	]	]	PUNCT
iajs-2483	97	32	.	.	PUNCT
iajs-2483	98	1	10	10	NUM
iajs-2483	98	2	.	.	X
iajs-2483	99	1	cooperation	cooperation	NOUN
iajs-2483	99	2	or	or	CCONJ
iajs-2483	99	3	collaboration	collaboration	NOUN
iajs-2483	99	4	the	the	DET
iajs-2483	99	5	agent	agent	NOUN
iajs-2483	99	6	is	be	AUX
iajs-2483	99	7	capable	capable	ADJ
iajs-2483	99	8	of	of	ADP
iajs-2483	99	9	cooperating	cooperate	VERB
iajs-2483	99	10	with	with	ADP
iajs-2483	99	11	other	other	ADJ
iajs-2483	99	12	agents	agent	NOUN
iajs-2483	99	13	to	to	PART
iajs-2483	99	14	achieve	achieve	VERB
iajs-2483	99	15	a	a	DET
iajs-2483	99	16	given	give	VERB
iajs-2483	99	17	purpose	purpose	NOUN
iajs-2483	99	18	.	.	PUNCT
iajs-2483	100	1	non	non	PRON
iajs-2483	100	2	combative	combative	ADJ
iajs-2483	100	3	agents	agent	NOUN
iajs-2483	100	4	that	that	PRON
iajs-2483	100	5	win	win	VERB
iajs-2483	100	6	or	or	CCONJ
iajs-2483	100	7	fail	fail	VERB
iajs-2483	100	8	together	together	ADV
iajs-2483	101	1	[	[	X
iajs-2483	101	2	4	4	NUM
iajs-2483	101	3	,	,	PUNCT
iajs-2483	101	4	6	6	NUM
iajs-2483	101	5	,	,	PUNCT
iajs-2483	101	6	10	10	NUM
iajs-2483	101	7	]	]	PUNCT
iajs-2483	101	8	.	.	PUNCT
iajs-2483	102	1	11	11	NUM
iajs-2483	102	2	.	.	PUNCT
iajs-2483	102	3	personality	personality	NOUN
iajs-2483	102	4	an	an	DET
iajs-2483	102	5	agent	agent	NOUN
iajs-2483	102	6	has	have	VERB
iajs-2483	102	7	a	a	DET
iajs-2483	102	8	well	well	ADV
iajs-2483	102	9	-	-	PUNCT
iajs-2483	102	10	known	know	VERB
iajs-2483	102	11	rational	rational	ADJ
iajs-2483	102	12	character[4	character[4	NOUN
iajs-2483	102	13	,	,	PUNCT
iajs-2483	102	14	6	6	NUM
iajs-2483	102	15	]	]	PUNCT
iajs-2483	102	16	.	.	PUNCT
iajs-2483	103	1	12	12	NUM
iajs-2483	103	2	.	.	PUNCT
iajs-2483	103	3	prediction	prediction	NOUN
iajs-2483	103	4	an	an	DET
iajs-2483	103	5	agent	agent	NOUN
iajs-2483	103	6	is	be	AUX
iajs-2483	103	7	said	say	VERB
iajs-2483	103	8	to	to	PART
iajs-2483	103	9	be	be	AUX
iajs-2483	103	10	predictive	predictive	ADJ
iajs-2483	103	11	if	if	SCONJ
iajs-2483	103	12	its	its	PRON
iajs-2483	103	13	anticipation	anticipation	NOUN
iajs-2483	103	14	of	of	ADP
iajs-2483	103	15	how	how	SCONJ
iajs-2483	103	16	the	the	DET
iajs-2483	103	17	environment	environment	NOUN
iajs-2483	103	18	works	work	VERB
iajs-2483	103	19	is	be	AUX
iajs-2483	103	20	accurate	accurate	ADJ
iajs-2483	103	21	enough	enough	ADV
iajs-2483	103	22	to	to	PART
iajs-2483	103	23	permit	permit	VERB
iajs-2483	103	24	it	it	PRON
iajs-2483	103	25	to	to	PART
iajs-2483	103	26	predict	predict	VERB
iajs-2483	103	27	correctly	correctly	ADV
iajs-2483	103	28	how	how	SCONJ
iajs-2483	103	29	to	to	PART
iajs-2483	103	30	achieve	achieve	VERB
iajs-2483	103	31	a	a	DET
iajs-2483	103	32	given	give	VERB
iajs-2483	103	33	goal[2	goal[2	PROPN
iajs-2483	103	34	,	,	PUNCT
iajs-2483	103	35	6	6	NUM
iajs-2483	103	36	]	]	PUNCT
iajs-2483	103	37	.	.	PUNCT
iajs-2483	104	1	13	13	NUM
iajs-2483	104	2	.	.	X
iajs-2483	104	3	proxy	proxy	NOUN
iajs-2483	104	4	ability	ability	NOUN
iajs-2483	104	5	an	an	DET
iajs-2483	104	6	agent	agent	NOUN
iajs-2483	104	7	can	can	AUX
iajs-2483	104	8	perform	perform	VERB
iajs-2483	104	9	on	on	ADP
iajs-2483	104	10	the	the	DET
iajs-2483	104	11	side	side	NOUN
iajs-2483	104	12	of	of	ADP
iajs-2483	104	13	a	a	DET
iajs-2483	104	14	user	user	NOUN
iajs-2483	104	15	or	or	CCONJ
iajs-2483	104	16	can	can	AUX
iajs-2483	104	17	be	be	AUX
iajs-2483	104	18	a	a	DET
iajs-2483	104	19	representative	representative	NOUN
iajs-2483	104	20	for	for	ADP
iajs-2483	104	21	the	the	DET
iajs-2483	104	22	assistance	assistance	NOUN
iajs-2483	104	23	(	(	PUNCT
iajs-2483	104	24	or	or	CCONJ
iajs-2483	104	25	utility	utility	NOUN
iajs-2483	104	26	)	)	PUNCT
iajs-2483	104	27	of	of	ADP
iajs-2483	104	28	other	other	ADJ
iajs-2483	104	29	entities	entity	NOUN
iajs-2483	104	30	[	[	X
iajs-2483	104	31	4	4	NUM
iajs-2483	104	32	,	,	PUNCT
iajs-2483	104	33	11	11	NUM
iajs-2483	104	34	]	]	PUNCT
iajs-2483	104	35	.	.	PUNCT
iajs-2483	105	1	14	14	NUM
iajs-2483	105	2	.	.	PUNCT
iajs-2483	105	3	raggedization	raggedization	NOUN
iajs-2483	105	4	an	an	DET
iajs-2483	105	5	agent	agent	NOUN
iajs-2483	105	6	is	be	AUX
iajs-2483	105	7	capable	capable	ADJ
iajs-2483	105	8	of	of	ADP
iajs-2483	105	9	dealing	deal	VERB
iajs-2483	105	10	with	with	ADP
iajs-2483	105	11	faults	fault	NOUN
iajs-2483	105	12	and	and	CCONJ
iajs-2483	105	13	exhibits	exhibit	VERB
iajs-2483	105	14	robustness	robustness	NOUN
iajs-2483	105	15	in	in	ADP
iajs-2483	105	16	behavior	behavior	NOUN
iajs-2483	105	17	against	against	ADP
iajs-2483	105	18	incomplete	incomplete	ADJ
iajs-2483	105	19	and	and	CCONJ
iajs-2483	105	20	inconsistent	inconsistent	ADJ
iajs-2483	105	21	data[4	data[4	NOUN
iajs-2483	105	22	]	]	PUNCT
iajs-2483	105	23	.	.	PUNCT
iajs-2483	106	1	figure	figure	NOUN
iajs-2483	106	2	3	3	NUM
iajs-2483	106	3	.	.	NOUN
iajs-2483	106	4	depicts	depict	VERB
iajs-2483	106	5	the	the	DET
iajs-2483	106	6	sample	sample	NOUN
iajs-2483	106	7	blocks	block	NOUN
iajs-2483	106	8	of	of	ADP
iajs-2483	106	9	an	an	DET
iajs-2483	106	10	agent	agent	NOUN
iajs-2483	106	11	.	.	PUNCT
iajs-2483	107	1	3	3	X
iajs-2483	107	2	.	.	X
iajs-2483	107	3	environment	environment	NOUN
iajs-2483	107	4	the	the	DET
iajs-2483	107	5	environment	environment	NOUN
iajs-2483	107	6	refers	refer	VERB
iajs-2483	107	7	to	to	ADP
iajs-2483	107	8	the	the	DET
iajs-2483	107	9	place	place	NOUN
iajs-2483	107	10	where	where	SCONJ
iajs-2483	107	11	the	the	DET
iajs-2483	107	12	agent	agent	NOUN
iajs-2483	107	13	is	be	AUX
iajs-2483	107	14	located	locate	VERB
iajs-2483	107	15	.	.	PUNCT
iajs-2483	108	1	it	it	PRON
iajs-2483	108	2	impacts	impact	VERB
iajs-2483	108	3	agent	agent	NOUN
iajs-2483	108	4	behavior	behavior	NOUN
iajs-2483	108	5	and	and	CCONJ
iajs-2483	108	6	can	can	AUX
iajs-2483	108	7	also	also	ADV
iajs-2483	108	8	be	be	AUX
iajs-2483	108	9	influenced	influence	VERB
iajs-2483	108	10	(	(	PUNCT
iajs-2483	108	11	or	or	CCONJ
iajs-2483	108	12	impacted	impact	VERB
iajs-2483	108	13	)	)	PUNCT
iajs-2483	108	14	by	by	ADP
iajs-2483	108	15	the	the	DET
iajs-2483	108	16	agent	agent	NOUN
iajs-2483	108	17	.	.	PUNCT
iajs-2483	109	1	the	the	DET
iajs-2483	109	2	environment	environment	NOUN
iajs-2483	109	3	encompasses	encompass	VERB
iajs-2483	109	4	the	the	DET
iajs-2483	109	5	agent	agent	NOUN
iajs-2483	109	6	and	and	CCONJ
iajs-2483	109	7	it	it	PRON
iajs-2483	109	8	is	be	AUX
iajs-2483	109	9	not	not	PART
iajs-2483	109	10	a	a	DET
iajs-2483	109	11	portion	portion	NOUN
iajs-2483	109	12	of	of	ADP
iajs-2483	109	13	the	the	DET
iajs-2483	109	14	agent	agent	NOUN
iajs-2483	109	15	.	.	PUNCT
iajs-2483	110	1	the	the	DET
iajs-2483	110	2	environment	environment	NOUN
iajs-2483	110	3	is	be	AUX
iajs-2483	110	4	different	different	ADJ
iajs-2483	110	5	from	from	ADP
iajs-2483	110	6	the	the	DET
iajs-2483	110	7	agent	agent	NOUN
iajs-2483	110	8	and	and	CCONJ
iajs-2483	110	9	its	its	PRON
iajs-2483	110	10	actions	action	NOUN
iajs-2483	110	11	.	.	PUNCT
iajs-2483	111	1	the	the	DET
iajs-2483	111	2	agent	agent	NOUN
iajs-2483	111	3	can	can	AUX
iajs-2483	111	4	use	use	VERB
iajs-2483	111	5	sensory	sensory	ADJ
iajs-2483	111	6	input	input	NOUN
iajs-2483	111	7	from	from	ADP
iajs-2483	111	8	the	the	DET
iajs-2483	111	9	environment	environment	NOUN
iajs-2483	111	10	for	for	ADP
iajs-2483	111	11	making	make	VERB
iajs-2483	111	12	decisions	decision	NOUN
iajs-2483	111	13	.	.	PUNCT
iajs-2483	112	1	an	an	DET
iajs-2483	112	2	agent	agent	NOUN
iajs-2483	112	3	can	can	AUX
iajs-2483	112	4	seek	seek	VERB
iajs-2483	112	5	and	and	CCONJ
iajs-2483	112	6	explore	explore	VERB
iajs-2483	112	7	the	the	DET
iajs-2483	112	8	environment	environment	NOUN
iajs-2483	112	9	in	in	ADP
iajs-2483	112	10	the	the	DET
iajs-2483	112	11	same	same	ADJ
iajs-2483	112	12	way	way	NOUN
iajs-2483	112	13	a	a	DET
iajs-2483	112	14	human	human	ADJ
iajs-2483	112	15	user	user	NOUN
iajs-2483	112	16	does	do	VERB
iajs-2483	112	17	in	in	ADP
iajs-2483	112	18	the	the	DET
iajs-2483	112	19	real	real	ADJ
iajs-2483	112	20	environment	environment	NOUN
iajs-2483	112	21	.	.	PUNCT
iajs-2483	113	1	the	the	DET
iajs-2483	113	2	behavior	behavior	NOUN
iajs-2483	113	3	of	of	ADP
iajs-2483	113	4	an	an	DET
iajs-2483	113	5	agent	agent	NOUN
iajs-2483	113	6	not	not	PART
iajs-2483	113	7	only	only	ADV
iajs-2483	113	8	changes	change	VERB
iajs-2483	113	9	its	its	PRON
iajs-2483	113	10	environment	environment	NOUN
iajs-2483	113	11	but	but	CCONJ
iajs-2483	113	12	also	also	ADV
iajs-2483	113	13	affects	affect	VERB
iajs-2483	113	14	the	the	DET
iajs-2483	113	15	neighboring	neighboring	NOUN
iajs-2483	113	16	agents	agent	NOUN
iajs-2483	113	17	.	.	PUNCT
iajs-2483	114	1	in	in	ADP
iajs-2483	114	2	order	order	NOUN
iajs-2483	114	3	to	to	PART
iajs-2483	114	4	choose	choose	VERB
iajs-2483	114	5	the	the	DET
iajs-2483	114	6	best	good	ADJ
iajs-2483	114	7	action	action	NOUN
iajs-2483	114	8	,	,	PUNCT
iajs-2483	114	9	the	the	DET
iajs-2483	114	10	agent	agent	NOUN
iajs-2483	114	11	should	should	AUX
iajs-2483	114	12	predict	predict	VERB
iajs-2483	114	13	the	the	DET
iajs-2483	114	14	behavior	behavior	NOUN
iajs-2483	114	15	of	of	ADP
iajs-2483	114	16	other	other	ADJ
iajs-2483	114	17	agents	agent	NOUN
iajs-2483	114	18	in	in	ADP
iajs-2483	114	19	the	the	DET
iajs-2483	114	20	environment	environment	NOUN
iajs-2483	114	21	.	.	PUNCT
iajs-2483	115	1	this	this	DET
iajs-2483	115	2	kind	kind	NOUN
iajs-2483	115	3	of	of	ADP
iajs-2483	115	4	simultaneous	simultaneous	ADJ
iajs-2483	115	5	learning	learning	NOUN
iajs-2483	115	6	can	can	AUX
iajs-2483	115	7	cause	cause	VERB
iajs-2483	115	8	weak	weak	ADJ
iajs-2483	115	9	behavior	behavior	NOUN
iajs-2483	115	10	.	.	PUNCT
iajs-2483	116	1	when	when	SCONJ
iajs-2483	116	2	the	the	DET
iajs-2483	116	3	environment	environment	NOUN
iajs-2483	116	4	is	be	AUX
iajs-2483	116	5	dynamic	dynamic	ADJ
iajs-2483	116	6	,	,	PUNCT
iajs-2483	116	7	the	the	DET
iajs-2483	116	8	situation	situation	NOUN
iajs-2483	116	9	is	be	AUX
iajs-2483	116	10	more	more	ADV
iajs-2483	116	11	complex	complex	ADJ
iajs-2483	116	12	.	.	PUNCT
iajs-2483	117	1	the	the	DET
iajs-2483	117	2	agent	agent	NOUN
iajs-2483	117	3	has	have	VERB
iajs-2483	117	4	to	to	PART
iajs-2483	117	5	distinguish	distinguish	VERB
iajs-2483	117	6	among	among	ADP
iajs-2483	117	7	the	the	DET
iajs-2483	117	8	figure	figure	NOUN
iajs-2483	117	9	3.the	3.the	DET
iajs-2483	117	10	agent	agent	NOUN
iajs-2483	117	11	sample	sample	NOUN
iajs-2483	117	12	blocks	block	NOUN
iajs-2483	117	13	[	[	X
iajs-2483	117	14	1	1	NUM
iajs-2483	117	15	]	]	PUNCT
iajs-2483	117	16	.	.	PUNCT
iajs-2483	117	17	  	  	SPACE
iajs-2483	118	1	193	193	NUM
iajs-2483	118	2	ibn	ibn	PROPN
iajs-2483	118	3	al	al	PROPN
iajs-2483	118	4	-	-	PUNCT
iajs-2483	118	5	haitham	haitham	PROPN
iajs-2483	118	6	jour	jour	X
iajs-2483	118	7	.	.	PROPN
iajs-2483	118	8	for	for	ADP
iajs-2483	118	9	pure	pure	ADJ
iajs-2483	118	10	&	&	CCONJ
iajs-2483	118	11	appl	appl	PROPN
iajs-2483	118	12	.	.	PUNCT
iajs-2483	119	1	sci	sci	PROPN
iajs-2483	119	2	.	.	PROPN
iajs-2483	120	1	33	33	NUM
iajs-2483	120	2	(	(	PUNCT
iajs-2483	120	3	3	3	NUM
iajs-2483	120	4	)	)	PUNCT
iajs-2483	120	5	2020	2020	NUM
iajs-2483	120	6	actions	action	NOUN
iajs-2483	120	7	of	of	ADP
iajs-2483	120	8	other	other	ADJ
iajs-2483	120	9	agents	agent	NOUN
iajs-2483	120	10	and	and	CCONJ
iajs-2483	120	11	the	the	DET
iajs-2483	120	12	changes	change	NOUN
iajs-2483	120	13	in	in	ADP
iajs-2483	120	14	the	the	DET
iajs-2483	120	15	environment[3	environment[3	NOUN
iajs-2483	120	16	,	,	PUNCT
iajs-2483	120	17	6	6	NUM
iajs-2483	120	18	,	,	PUNCT
iajs-2483	120	19	12	12	NUM
iajs-2483	120	20	]	]	PUNCT
iajs-2483	120	21	.	.	PUNCT
iajs-2483	121	1	the	the	DET
iajs-2483	121	2	environment	environment	NOUN
iajs-2483	121	3	enjoys	enjoy	VERB
iajs-2483	121	4	some	some	DET
iajs-2483	121	5	properties	property	NOUN
iajs-2483	121	6	that	that	PRON
iajs-2483	121	7	we	we	PRON
iajs-2483	121	8	can	can	AUX
iajs-2483	121	9	list	list	VERB
iajs-2483	121	10	and	and	CCONJ
iajs-2483	121	11	illustrate	illustrate	VERB
iajs-2483	121	12	in	in	ADP
iajs-2483	121	13	figure	figure	NOUN
iajs-2483	121	14	4	4	NUM
iajs-2483	121	15	.	.	PUNCT
iajs-2483	121	16	figure	figure	VERB
iajs-2483	121	17	4	4	NUM
iajs-2483	121	18	.	.	PUNCT
iajs-2483	122	1	the	the	DET
iajs-2483	122	2	environment	environment	NOUN
iajs-2483	122	3	properties	property	NOUN
iajs-2483	122	4	.	.	PUNCT
iajs-2483	123	1	a	a	X
iajs-2483	123	2	)	)	PUNCT
iajs-2483	123	3	accessibility	accessibility	NOUN
iajs-2483	123	4	accessibility	accessibility	NOUN
iajs-2483	123	5	means	mean	VERB
iajs-2483	123	6	the	the	DET
iajs-2483	123	7	ability	ability	NOUN
iajs-2483	123	8	of	of	ADP
iajs-2483	123	9	agents	agent	NOUN
iajs-2483	123	10	to	to	PART
iajs-2483	123	11	sense	sense	VERB
iajs-2483	123	12	sensory	sensory	ADJ
iajs-2483	123	13	data	datum	NOUN
iajs-2483	123	14	from	from	ADP
iajs-2483	123	15	the	the	DET
iajs-2483	123	16	environment	environment	NOUN
iajs-2483	123	17	.	.	PUNCT
iajs-2483	124	1	an	an	DET
iajs-2483	124	2	environment	environment	NOUN
iajs-2483	124	3	can	can	AUX
iajs-2483	124	4	be	be	AUX
iajs-2483	124	5	considered	consider	VERB
iajs-2483	124	6	accessible	accessible	ADJ
iajs-2483	124	7	if	if	SCONJ
iajs-2483	124	8	the	the	DET
iajs-2483	124	9	agents	agent	NOUN
iajs-2483	124	10	sense	sense	VERB
iajs-2483	124	11	precise	precise	ADJ
iajs-2483	124	12	and	and	CCONJ
iajs-2483	124	13	updated	update	VERB
iajs-2483	124	14	information	information	NOUN
iajs-2483	124	15	from	from	ADP
iajs-2483	124	16	it	it	PRON
iajs-2483	124	17	.	.	PUNCT
iajs-2483	125	1	an	an	DET
iajs-2483	125	2	inaccessible	inaccessible	ADJ
iajs-2483	125	3	environment	environment	NOUN
iajs-2483	125	4	means	mean	VERB
iajs-2483	125	5	that	that	SCONJ
iajs-2483	125	6	the	the	DET
iajs-2483	125	7	agent	agent	NOUN
iajs-2483	125	8	can	can	AUX
iajs-2483	125	9	not	not	PART
iajs-2483	125	10	sense	sense	VERB
iajs-2483	125	11	complete	complete	ADJ
iajs-2483	125	12	data	datum	NOUN
iajs-2483	125	13	;	;	PUNCT
iajs-2483	125	14	it	it	PRON
iajs-2483	125	15	may	may	AUX
iajs-2483	125	16	sense	sense	VERB
iajs-2483	125	17	noisy	noisy	ADV
iajs-2483	125	18	or	or	CCONJ
iajs-2483	125	19	perturbed	perturb	VERB
iajs-2483	125	20	data	datum	NOUN
iajs-2483	125	21	from	from	ADP
iajs-2483	125	22	it	it	PRON
iajs-2483	125	23	.	.	PUNCT
iajs-2483	126	1	physical	physical	ADJ
iajs-2483	126	2	-	-	PUNCT
iajs-2483	126	3	world	world	NOUN
iajs-2483	126	4	and	and	CCONJ
iajs-2483	126	5	any	any	DET
iajs-2483	126	6	real	real	ADJ
iajs-2483	126	7	-	-	PUNCT
iajs-2483	126	8	world	world	NOUN
iajs-2483	126	9	environment	environment	NOUN
iajs-2483	126	10	can	can	AUX
iajs-2483	126	11	be	be	AUX
iajs-2483	126	12	considered	consider	VERB
iajs-2483	126	13	as	as	ADP
iajs-2483	126	14	the	the	DET
iajs-2483	126	15	inaccessible	inaccessible	ADJ
iajs-2483	126	16	environment	environment	NOUN
iajs-2483	126	17	in	in	ADP
iajs-2483	126	18	this	this	PRON
iajs-2483	126	19	way[1	way[1	VERB
iajs-2483	126	20	,	,	PUNCT
iajs-2483	126	21	2	2	NUM
iajs-2483	126	22	,	,	PUNCT
iajs-2483	126	23	12	12	NUM
iajs-2483	126	24	]	]	PUNCT
iajs-2483	126	25	.	.	PUNCT
iajs-2483	127	1	b	b	X
iajs-2483	127	2	)	)	PUNCT
iajs-2483	127	3	determinism	determinism	NOUN
iajs-2483	127	4	a	a	DET
iajs-2483	127	5	deterministic	deterministic	ADJ
iajs-2483	127	6	environment	environment	NOUN
iajs-2483	127	7	is	be	AUX
iajs-2483	127	8	one	one	NUM
iajs-2483	127	9	who	who	PRON
iajs-2483	127	10	’s	’	VERB
iajs-2483	127	11	each	each	DET
iajs-2483	127	12	action	action	NOUN
iajs-2483	127	13	has	have	VERB
iajs-2483	127	14	a	a	DET
iajs-2483	127	15	unique	unique	ADJ
iajs-2483	127	16	assured	assure	VERB
iajs-2483	127	17	effect	effect	NOUN
iajs-2483	127	18	;	;	PUNCT
iajs-2483	127	19	there	there	PRON
iajs-2483	127	20	is	be	VERB
iajs-2483	127	21	no	no	DET
iajs-2483	127	22	doubt	doubt	NOUN
iajs-2483	127	23	or	or	CCONJ
iajs-2483	127	24	confusion	confusion	NOUN
iajs-2483	127	25	about	about	ADP
iajs-2483	127	26	the	the	DET
iajs-2483	127	27	situation	situation	NOUN
iajs-2483	127	28	that	that	PRON
iajs-2483	127	29	will	will	AUX
iajs-2483	127	30	be	be	AUX
iajs-2483	127	31	resulted	result	VERB
iajs-2483	127	32	from	from	ADP
iajs-2483	127	33	achieving	achieve	VERB
iajs-2483	127	34	the	the	DET
iajs-2483	127	35	action	action	NOUN
iajs-2483	127	36	.	.	PUNCT
iajs-2483	128	1	in	in	ADP
iajs-2483	128	2	a	a	DET
iajs-2483	128	3	deterministic	deterministic	ADJ
iajs-2483	128	4	environment	environment	NOUN
iajs-2483	128	5	,	,	PUNCT
iajs-2483	128	6	the	the	DET
iajs-2483	128	7	outcomes	outcome	NOUN
iajs-2483	128	8	can	can	AUX
iajs-2483	128	9	be	be	AUX
iajs-2483	128	10	anticipated	anticipate	VERB
iajs-2483	128	11	.	.	PUNCT
iajs-2483	129	1	for	for	ADP
iajs-2483	129	2	example	example	NOUN
iajs-2483	129	3	;	;	PUNCT
iajs-2483	129	4	any	any	DET
iajs-2483	129	5	environment	environment	NOUN
iajs-2483	129	6	that	that	PRON
iajs-2483	129	7	can	can	AUX
iajs-2483	129	8	be	be	AUX
iajs-2483	129	9	(	(	PUNCT
iajs-2483	129	10	designed	design	VERB
iajs-2483	129	11	or	or	CCONJ
iajs-2483	129	12	simulated	simulate	VERB
iajs-2483	129	13	)	)	PUNCT
iajs-2483	129	14	by	by	ADP
iajs-2483	129	15	the	the	DET
iajs-2483	129	16	finite	finite	ADJ
iajs-2483	129	17	state	state	NOUN
iajs-2483	129	18	machine	machine	NOUN
iajs-2483	129	19	,	,	PUNCT
iajs-2483	129	20	the	the	DET
iajs-2483	129	21	agent	agent	NOUN
iajs-2483	129	22	accurately	accurately	ADV
iajs-2483	129	23	realizes	realize	VERB
iajs-2483	129	24	the	the	DET
iajs-2483	129	25	next	next	ADJ
iajs-2483	129	26	state	state	NOUN
iajs-2483	129	27	of	of	ADP
iajs-2483	129	28	behavior	behavior	NOUN
iajs-2483	129	29	.	.	PUNCT
iajs-2483	130	1	in	in	ADP
iajs-2483	130	2	a	a	DET
iajs-2483	130	3	non	non	ADJ
iajs-2483	130	4	-	-	ADJ
iajs-2483	130	5	deterministic	deterministic	ADJ
iajs-2483	130	6	environment	environment	NOUN
iajs-2483	130	7	,	,	PUNCT
iajs-2483	130	8	the	the	DET
iajs-2483	130	9	results	result	NOUN
iajs-2483	130	10	of	of	ADP
iajs-2483	130	11	performing	perform	VERB
iajs-2483	130	12	an	an	DET
iajs-2483	130	13	action	action	NOUN
iajs-2483	130	14	are	be	AUX
iajs-2483	130	15	not	not	PART
iajs-2483	130	16	totally	totally	ADV
iajs-2483	130	17	expected	expect	VERB
iajs-2483	130	18	.	.	PUNCT
iajs-2483	131	1	results	result	NOUN
iajs-2483	131	2	can	can	AUX
iajs-2483	131	3	be	be	AUX
iajs-2483	131	4	affected	affect	VERB
iajs-2483	131	5	by	by	ADP
iajs-2483	131	6	other	other	ADJ
iajs-2483	131	7	circumstances	circumstance	NOUN
iajs-2483	131	8	.	.	PUNCT
iajs-2483	132	1	for	for	ADP
iajs-2483	132	2	example	example	NOUN
iajs-2483	132	3	,	,	PUNCT
iajs-2483	132	4	by	by	ADP
iajs-2483	132	5	playing	play	VERB
iajs-2483	132	6	a	a	DET
iajs-2483	132	7	game	game	NOUN
iajs-2483	132	8	,	,	PUNCT
iajs-2483	132	9	the	the	DET
iajs-2483	132	10	result	result	NOUN
iajs-2483	132	11	may	may	AUX
iajs-2483	132	12	depend	depend	VERB
iajs-2483	132	13	on	on	ADP
iajs-2483	132	14	the	the	DET
iajs-2483	132	15	behaviors	behavior	NOUN
iajs-2483	132	16	of	of	ADP
iajs-2483	132	17	all	all	PRON
iajs-2483	132	18	players[1	players[1	ADJ
iajs-2483	132	19	,	,	PUNCT
iajs-2483	132	20	2	2	NUM
iajs-2483	132	21	,	,	PUNCT
iajs-2483	132	22	6	6	NUM
iajs-2483	132	23	]	]	PUNCT
iajs-2483	132	24	.	.	PUNCT
iajs-2483	133	1	c	c	X
iajs-2483	133	2	)	)	PUNCT
iajs-2483	133	3	dynamism	dynamism	NOUN
iajs-2483	133	4	a	a	DET
iajs-2483	133	5	static	static	ADJ
iajs-2483	133	6	environment	environment	NOUN
iajs-2483	133	7	is	be	AUX
iajs-2483	133	8	proposed	propose	VERB
iajs-2483	133	9	to	to	PART
iajs-2483	133	10	be	be	AUX
iajs-2483	133	11	still	still	ADV
iajs-2483	133	12	unchanged	unchanged	ADJ
iajs-2483	133	13	,	,	PUNCT
iajs-2483	133	14	except	except	SCONJ
iajs-2483	133	15	by	by	ADP
iajs-2483	133	16	the	the	DET
iajs-2483	133	17	actions	action	NOUN
iajs-2483	133	18	and	and	CCONJ
iajs-2483	133	19	behaviors	behavior	NOUN
iajs-2483	133	20	by	by	ADP
iajs-2483	133	21	agents	agent	NOUN
iajs-2483	133	22	.	.	PUNCT
iajs-2483	134	1	the	the	DET
iajs-2483	134	2	static	static	ADJ
iajs-2483	134	3	environment	environment	NOUN
iajs-2483	134	4	has	have	VERB
iajs-2483	134	5	changes	change	NOUN
iajs-2483	134	6	that	that	PRON
iajs-2483	134	7	may	may	AUX
iajs-2483	134	8	happen	happen	VERB
iajs-2483	134	9	only	only	ADV
iajs-2483	134	10	as	as	ADP
iajs-2483	134	11	a	a	DET
iajs-2483	134	12	result	result	NOUN
iajs-2483	134	13	of	of	ADP
iajs-2483	134	14	agents	agent	NOUN
iajs-2483	134	15	’	'	PUNCT
iajs-2483	134	16	behaviors	behavior	NOUN
iajs-2483	134	17	;	;	PUNCT
iajs-2483	134	18	otherwise	otherwise	ADV
iajs-2483	134	19	,	,	PUNCT
iajs-2483	134	20	it	it	PRON
iajs-2483	134	21	might	might	AUX
iajs-2483	134	22	be	be	AUX
iajs-2483	134	23	dynamic	dynamic	ADJ
iajs-2483	134	24	.	.	PUNCT
iajs-2483	135	1	the	the	DET
iajs-2483	135	2	real	real	ADJ
iajs-2483	135	3	world	world	NOUN
iajs-2483	135	4	can	can	AUX
iajs-2483	135	5	be	be	AUX
iajs-2483	135	6	considered	consider	VERB
iajs-2483	135	7	as	as	SCONJ
iajs-2483	135	8	dynamic	dynamic	ADJ
iajs-2483	135	9	environment[2].the	environment[2].the	PRON
iajs-2483	135	10	decision	decision	NOUN
iajs-2483	135	11	making	make	VERB
iajs-2483	135	12	depends	depend	VERB
iajs-2483	135	13	on	on	ADP
iajs-2483	135	14	the	the	DET
iajs-2483	135	15	sensed	sense	VERB
iajs-2483	135	16	input	input	NOUN
iajs-2483	135	17	data	datum	NOUN
iajs-2483	135	18	from	from	ADP
iajs-2483	135	19	the	the	DET
iajs-2483	135	20	environment	environment	NOUN
iajs-2483	135	21	.	.	PUNCT
iajs-2483	136	1	the	the	DET
iajs-2483	136	2	sensed	sense	VERB
iajs-2483	136	3	data	datum	NOUN
iajs-2483	136	4	may	may	AUX
iajs-2483	136	5	not	not	PART
iajs-2483	136	6	be	be	AUX
iajs-2483	136	7	precise	precise	ADJ
iajs-2483	136	8	when	when	SCONJ
iajs-2483	136	9	the	the	DET
iajs-2483	136	10	environment	environment	NOUN
iajs-2483	136	11	varies	vary	VERB
iajs-2483	136	12	.	.	PUNCT
iajs-2483	137	1	therefore	therefore	ADV
iajs-2483	137	2	,	,	PUNCT
iajs-2483	137	3	in	in	ADP
iajs-2483	137	4	a	a	DET
iajs-2483	137	5	dynamic	dynamic	ADJ
iajs-2483	137	6	environment	environment	NOUN
iajs-2483	137	7	,	,	PUNCT
iajs-2483	137	8	the	the	DET
iajs-2483	137	9	agents	agent	NOUN
iajs-2483	137	10	should	should	AUX
iajs-2483	137	11	identify	identify	VERB
iajs-2483	137	12	changes	change	NOUN
iajs-2483	137	13	in	in	ADP
iajs-2483	137	14	the	the	DET
iajs-2483	137	15	environmental	environmental	ADJ
iajs-2483	137	16	situation	situation	NOUN
iajs-2483	137	17	and	and	CCONJ
iajs-2483	137	18	perform	perform	VERB
iajs-2483	137	19	updating	update	VERB
iajs-2483	137	20	the	the	DET
iajs-2483	137	21	sensed	sense	VERB
iajs-2483	137	22	data	datum	NOUN
iajs-2483	137	23	which	which	PRON
iajs-2483	137	24	has	have	AUX
iajs-2483	137	25	acquired	acquire	VERB
iajs-2483	137	26	computation	computation	NOUN
iajs-2483	137	27	overhead	overhead	ADV
iajs-2483	137	28	in	in	ADP
iajs-2483	137	29	comparing	compare	VERB
iajs-2483	137	30	with	with	ADP
iajs-2483	137	31	static	static	ADJ
iajs-2483	137	32	environment[12	environment[12	NOUN
iajs-2483	137	33	]	]	PUNCT
iajs-2483	137	34	.	.	PUNCT
iajs-2483	138	1	d	d	X
iajs-2483	138	2	)	)	PUNCT
iajs-2483	138	3	continuity	continuity	NOUN
iajs-2483	138	4	the	the	DET
iajs-2483	138	5	environment	environment	NOUN
iajs-2483	138	6	can	can	AUX
iajs-2483	138	7	be	be	AUX
iajs-2483	138	8	divided	divide	VERB
iajs-2483	138	9	into	into	ADP
iajs-2483	138	10	two	two	NUM
iajs-2483	138	11	types	type	NOUN
iajs-2483	138	12	:	:	PUNCT
iajs-2483	138	13	discrete	discrete	ADJ
iajs-2483	138	14	and	and	CCONJ
iajs-2483	138	15	continuous	continuous	ADJ
iajs-2483	138	16	.	.	PUNCT
iajs-2483	139	1	an	an	DET
iajs-2483	139	2	environment	environment	NOUN
iajs-2483	139	3	is	be	AUX
iajs-2483	139	4	considered	consider	VERB
iajs-2483	139	5	to	to	PART
iajs-2483	139	6	be	be	AUX
iajs-2483	139	7	discrete	discrete	ADJ
iajs-2483	139	8	if	if	SCONJ
iajs-2483	139	9	these	these	PRON
iajs-2483	139	10	are	be	AUX
iajs-2483	139	11	defined	define	VERB
iajs-2483	139	12	,	,	PUNCT
iajs-2483	139	13	limited	limited	ADJ
iajs-2483	139	14	and	and	CCONJ
iajs-2483	139	15	finite	finite	ADJ
iajs-2483	139	16	numbers	number	NOUN
iajs-2483	139	17	of	of	ADP
iajs-2483	139	18	behaviors	behavior	NOUN
iajs-2483	139	19	and	and	CCONJ
iajs-2483	139	20	perceptions	perception	NOUN
iajs-2483	139	21	in	in	ADP
iajs-2483	139	22	it	it	PRON
iajs-2483	140	1	[	[	X
iajs-2483	140	2	12	12	NUM
iajs-2483	140	3	]	]	PUNCT
iajs-2483	140	4	.	.	PUNCT
iajs-2483	141	1	the	the	DET
iajs-2483	141	2	discrete	discrete	ADJ
iajs-2483	141	3	environment	environment	NOUN
iajs-2483	141	4	restricts	restrict	VERB
iajs-2483	141	5	an	an	DET
iajs-2483	141	6	agent	agent	NOUN
iajs-2483	141	7	to	to	ADP
iajs-2483	141	8	a	a	DET
iajs-2483	141	9	set	set	NOUN
iajs-2483	141	10	of	of	ADP
iajs-2483	141	11	predefined	predefine	VERB
iajs-2483	141	12	situations	situation	NOUN
iajs-2483	141	13	.	.	PUNCT
iajs-2483	142	1	on	on	ADP
iajs-2483	142	2	the	the	DET
iajs-2483	142	3	other	other	ADJ
iajs-2483	142	4	hand	hand	NOUN
iajs-2483	142	5	,	,	PUNCT
iajs-2483	142	6	a	a	DET
iajs-2483	142	7	continuous	continuous	ADJ
iajs-2483	142	8	environment	environment	NOUN
iajs-2483	142	9	influences	influence	VERB
iajs-2483	142	10	the	the	DET
iajs-2483	142	11	agent	agent	NOUN
iajs-2483	142	12	's	's	PART
iajs-2483	142	13	situation	situation	NOUN
iajs-2483	142	14	via	via	ADP
iajs-2483	142	15	a	a	DET
iajs-2483	142	16	continuous	continuous	ADJ
iajs-2483	142	17	function	function	NOUN
iajs-2483	142	18	.	.	PUNCT
iajs-2483	143	1	a	a	DET
iajs-2483	143	2	chess	chess	NOUN
iajs-2483	143	3	game	game	NOUN
iajs-2483	143	4	can	can	AUX
iajs-2483	143	5	be	be	AUX
iajs-2483	143	6	considered	consider	VERB
iajs-2483	143	7	as	as	ADP
iajs-2483	143	8	an	an	DET
iajs-2483	143	9	example	example	NOUN
iajs-2483	143	10	of	of	ADP
iajs-2483	143	11	a	a	DET
iajs-2483	143	12	discrete	discrete	ADJ
iajs-2483	143	13	environment	environment	NOUN
iajs-2483	143	14	,	,	PUNCT
iajs-2483	143	15	while	while	SCONJ
iajs-2483	143	16	taxi	taxi	NOUN
iajs-2483	143	17	driving	driving	NOUN
iajs-2483	143	18	is	be	AUX
iajs-2483	143	19	an	an	DET
iajs-2483	143	20	example	example	NOUN
iajs-2483	143	21	of	of	ADP
iajs-2483	143	22	a	a	DET
iajs-2483	143	23	continuous	continuous	ADJ
iajs-2483	143	24	environment[13	environment[13	NOUN
iajs-2483	143	25	]	]	PUNCT
iajs-2483	143	26	.	.	PUNCT
iajs-2483	144	1	4	4	X
iajs-2483	144	2	.	.	X
iajs-2483	144	3	multi	multi	ADJ
iajs-2483	144	4	-	-	ADJ
iajs-2483	144	5	agent	agent	ADJ
iajs-2483	144	6	system	system	NOUN
iajs-2483	144	7	(	(	PUNCT
iajs-2483	144	8	mas	mas	PROPN
iajs-2483	144	9	)	)	PUNCT
iajs-2483	144	10	a	a	DET
iajs-2483	144	11	multi	multi	ADJ
iajs-2483	144	12	-	-	ADJ
iajs-2483	144	13	agent	agent	ADJ
iajs-2483	144	14	system	system	NOUN
iajs-2483	144	15	(	(	PUNCT
iajs-2483	144	16	mas	mas	PROPN
iajs-2483	144	17	)	)	PUNCT
iajs-2483	144	18	is	be	AUX
iajs-2483	144	19	such	such	DET
iajs-2483	144	20	an	an	DET
iajs-2483	144	21	advanced	advanced	ADJ
iajs-2483	144	22	technology	technology	NOUN
iajs-2483	144	23	that	that	PRON
iajs-2483	144	24	a	a	DET
iajs-2483	144	25	number	number	NOUN
iajs-2483	144	26	of	of	ADP
iajs-2483	144	27	autonomous	autonomous	ADJ
iajs-2483	144	28	agents	agent	NOUN
iajs-2483	144	29	perform	perform	VERB
iajs-2483	144	30	actions	action	NOUN
iajs-2483	144	31	in	in	ADP
iajs-2483	144	32	the	the	DET
iajs-2483	144	33	environment	environment	NOUN
iajs-2483	144	34	and	and	CCONJ
iajs-2483	144	35	achieve	achieve	VERB
iajs-2483	144	36	the	the	DET
iajs-2483	144	37	desired	desire	VERB
iajs-2483	144	38	goal	goal	NOUN
iajs-2483	144	39	.	.	PUNCT
iajs-2483	145	1	the	the	DET
iajs-2483	145	2	  	  	SPACE
iajs-2483	145	3	194	194	NUM
iajs-2483	145	4	ibn	ibn	PROPN
iajs-2483	145	5	al	al	PROPN
iajs-2483	145	6	-	-	PUNCT
iajs-2483	145	7	haitham	haitham	PROPN
iajs-2483	145	8	jour	jour	X
iajs-2483	145	9	.	.	PROPN
iajs-2483	145	10	for	for	ADP
iajs-2483	145	11	pure	pure	ADJ
iajs-2483	145	12	&	&	CCONJ
iajs-2483	145	13	appl	appl	PROPN
iajs-2483	145	14	.	.	PUNCT
iajs-2483	146	1	sci	sci	PROPN
iajs-2483	146	2	.	.	PROPN
iajs-2483	147	1	33	33	NUM
iajs-2483	147	2	(	(	PUNCT
iajs-2483	147	3	3	3	NUM
iajs-2483	147	4	)	)	PUNCT
iajs-2483	147	5	2020	2020	NUM
iajs-2483	147	6	agents	agent	NOUN
iajs-2483	147	7	either	either	CCONJ
iajs-2483	147	8	cooperate	cooperate	VERB
iajs-2483	147	9	or	or	CCONJ
iajs-2483	147	10	compete	compete	NOUN
iajs-2483	147	11	,	,	PUNCT
iajs-2483	147	12	either	either	CCONJ
iajs-2483	147	13	they	they	PRON
iajs-2483	147	14	share	share	VERB
iajs-2483	147	15	or	or	CCONJ
iajs-2483	147	16	not	not	PART
iajs-2483	147	17	the	the	DET
iajs-2483	147	18	common	common	ADJ
iajs-2483	147	19	pieces	piece	NOUN
iajs-2483	147	20	of	of	ADP
iajs-2483	147	21	information	information	NOUN
iajs-2483	147	22	with	with	ADP
iajs-2483	147	23	other	other	ADJ
iajs-2483	147	24	agents	agent	NOUN
iajs-2483	147	25	.	.	PUNCT
iajs-2483	148	1	the	the	DET
iajs-2483	148	2	considerable	considerable	ADJ
iajs-2483	148	3	properties	property	NOUN
iajs-2483	148	4	of	of	ADP
iajs-2483	148	5	mas	mas	PROPN
iajs-2483	148	6	involving	involve	VERB
iajs-2483	148	7	flexibility	flexibility	NOUN
iajs-2483	148	8	,	,	PUNCT
iajs-2483	148	9	reliability	reliability	NOUN
iajs-2483	148	10	,	,	PUNCT
iajs-2483	148	11	efficiency	efficiency	NOUN
iajs-2483	148	12	,	,	PUNCT
iajs-2483	148	13	make	make	VERB
iajs-2483	148	14	it	it	PRON
iajs-2483	148	15	an	an	DET
iajs-2483	148	16	efficient	efficient	ADJ
iajs-2483	148	17	methodology	methodology	NOUN
iajs-2483	148	18	to	to	PART
iajs-2483	148	19	solve	solve	VERB
iajs-2483	148	20	sophisticated	sophisticated	ADJ
iajs-2483	148	21	problems	problem	NOUN
iajs-2483	148	22	[	[	X
iajs-2483	148	23	1	1	NUM
iajs-2483	148	24	,	,	PUNCT
iajs-2483	148	25	12	12	NUM
iajs-2483	148	26	]	]	PUNCT
iajs-2483	148	27	.	.	PUNCT
iajs-2483	149	1	mas	mas	PROPN
iajs-2483	149	2	is	be	AUX
iajs-2483	149	3	effective	effective	ADJ
iajs-2483	149	4	since	since	SCONJ
iajs-2483	149	5	it	it	PRON
iajs-2483	149	6	divides	divide	VERB
iajs-2483	149	7	the	the	DET
iajs-2483	149	8	tasks	task	NOUN
iajs-2483	149	9	into	into	ADP
iajs-2483	149	10	multiple	multiple	ADJ
iajs-2483	149	11	smaller	small	ADJ
iajs-2483	149	12	subtasks	subtask	NOUN
iajs-2483	149	13	,	,	PUNCT
iajs-2483	149	14	each	each	PRON
iajs-2483	149	15	of	of	ADP
iajs-2483	149	16	which	which	PRON
iajs-2483	149	17	is	be	AUX
iajs-2483	149	18	given	give	VERB
iajs-2483	149	19	to	to	ADP
iajs-2483	149	20	a	a	DET
iajs-2483	149	21	determined	determined	ADJ
iajs-2483	149	22	agent	agent	NOUN
iajs-2483	149	23	.	.	PUNCT
iajs-2483	150	1	the	the	DET
iajs-2483	150	2	processing	processing	NOUN
iajs-2483	150	3	overheads	overhead	NOUN
iajs-2483	150	4	are	be	AUX
iajs-2483	150	5	distributed	distribute	VERB
iajs-2483	150	6	among	among	ADP
iajs-2483	150	7	several	several	ADJ
iajs-2483	150	8	agents	agent	NOUN
iajs-2483	150	9	,	,	PUNCT
iajs-2483	150	10	which	which	PRON
iajs-2483	150	11	results	result	VERB
iajs-2483	150	12	in	in	ADP
iajs-2483	150	13	lowered	lowered	ADJ
iajs-2483	150	14	cost	cost	NOUN
iajs-2483	150	15	as	as	SCONJ
iajs-2483	150	16	compared	compare	VERB
iajs-2483	150	17	to	to	ADP
iajs-2483	150	18	a	a	DET
iajs-2483	150	19	method	method	NOUN
iajs-2483	150	20	that	that	PRON
iajs-2483	150	21	can	can	AUX
iajs-2483	150	22	resolve	resolve	VERB
iajs-2483	150	23	a	a	DET
iajs-2483	150	24	problem	problem	NOUN
iajs-2483	150	25	using	use	VERB
iajs-2483	150	26	a	a	DET
iajs-2483	150	27	single	single	ADJ
iajs-2483	150	28	agent	agent	NOUN
iajs-2483	150	29	only	only	ADV
iajs-2483	150	30	.	.	PUNCT
iajs-2483	151	1	using	use	VERB
iajs-2483	151	2	its	its	PRON
iajs-2483	151	3	predetermined	predetermined	ADJ
iajs-2483	151	4	knowledge	knowledge	NOUN
iajs-2483	151	5	,	,	PUNCT
iajs-2483	151	6	each	each	DET
iajs-2483	151	7	agent	agent	NOUN
iajs-2483	151	8	can	can	AUX
iajs-2483	151	9	perform	perform	VERB
iajs-2483	151	10	its	its	PRON
iajs-2483	151	11	assigned	assign	VERB
iajs-2483	151	12	task	task	NOUN
iajs-2483	151	13	with	with	ADP
iajs-2483	151	14	some	some	DET
iajs-2483	151	15	flexibility	flexibility	NOUN
iajs-2483	151	16	.	.	PUNCT
iajs-2483	152	1	when	when	SCONJ
iajs-2483	152	2	one	one	NUM
iajs-2483	152	3	agent	agent	NOUN
iajs-2483	152	4	in	in	ADP
iajs-2483	152	5	mas	mas	PROPN
iajs-2483	152	6	fails	fail	VERB
iajs-2483	152	7	,	,	PUNCT
iajs-2483	152	8	the	the	DET
iajs-2483	152	9	task	task	NOUN
iajs-2483	152	10	may	may	AUX
iajs-2483	152	11	be	be	AUX
iajs-2483	152	12	assigned	assign	VERB
iajs-2483	152	13	to	to	ADP
iajs-2483	152	14	other	other	ADJ
iajs-2483	152	15	agents	agent	NOUN
iajs-2483	152	16	to	to	PART
iajs-2483	152	17	be	be	AUX
iajs-2483	152	18	performed[13	performed[13	NOUN
iajs-2483	152	19	]	]	PUNCT
iajs-2483	152	20	.	.	PUNCT
iajs-2483	153	1	some	some	PRON
iajs-2483	153	2	of	of	ADP
iajs-2483	153	3	the	the	DET
iajs-2483	153	4	advantages	advantage	NOUN
iajs-2483	153	5	of	of	ADP
iajs-2483	153	6	utilizing	utilize	VERB
iajs-2483	153	7	a	a	DET
iajs-2483	153	8	mas	mas	PROPN
iajs-2483	153	9	system	system	NOUN
iajs-2483	153	10	are	be	AUX
iajs-2483	153	11	:	:	PUNCT
iajs-2483	153	12	1mas	1mas	PROPN
iajs-2483	153	13	offers	offer	VERB
iajs-2483	153	14	increased	increase	VERB
iajs-2483	153	15	speed	speed	NOUN
iajs-2483	153	16	and	and	CCONJ
iajs-2483	153	17	efficient	efficient	ADJ
iajs-2483	153	18	operation	operation	NOUN
iajs-2483	153	19	because	because	SCONJ
iajs-2483	153	20	of	of	ADP
iajs-2483	153	21	the	the	DET
iajs-2483	153	22	parallel	parallel	ADJ
iajs-2483	153	23	and	and	CCONJ
iajs-2483	153	24	asynchronous	asynchronous	ADJ
iajs-2483	153	25	computation	computation	NOUN
iajs-2483	153	26	.	.	PUNCT
iajs-2483	154	1	2a	2a	NUM
iajs-2483	154	2	smooth	smooth	ADJ
iajs-2483	154	3	degradation	degradation	NOUN
iajs-2483	154	4	and	and	CCONJ
iajs-2483	154	5	downgrading	downgrading	NOUN
iajs-2483	154	6	of	of	ADP
iajs-2483	154	7	mas	mas	PROPN
iajs-2483	154	8	are	be	AUX
iajs-2483	154	9	possible	possible	ADJ
iajs-2483	154	10	due	due	ADP
iajs-2483	154	11	to	to	ADP
iajs-2483	154	12	the	the	DET
iajs-2483	154	13	failure	failure	NOUN
iajs-2483	154	14	of	of	ADP
iajs-2483	154	15	one	one	NUM
iajs-2483	154	16	or	or	CCONJ
iajs-2483	154	17	more	more	ADJ
iajs-2483	154	18	agents	agent	NOUN
iajs-2483	154	19	;	;	PUNCT
iajs-2483	154	20	therefore	therefore	ADV
iajs-2483	154	21	,	,	PUNCT
iajs-2483	154	22	it	it	PRON
iajs-2483	154	23	increases	increase	VERB
iajs-2483	154	24	system	system	NOUN
iajs-2483	154	25	robustness	robustness	NOUN
iajs-2483	154	26	,	,	PUNCT
iajs-2483	154	27	trustworthiness	trustworthiness	NOUN
iajs-2483	154	28	,	,	PUNCT
iajs-2483	154	29	and	and	CCONJ
iajs-2483	154	30	reliability	reliability	NOUN
iajs-2483	154	31	.	.	PUNCT
iajs-2483	155	1	3agents	3agents	NUM
iajs-2483	155	2	are	be	AUX
iajs-2483	155	3	added	add	VERB
iajs-2483	155	4	as	as	ADP
iajs-2483	155	5	needed	need	VERB
iajs-2483	155	6	to	to	ADP
iajs-2483	155	7	the	the	DET
iajs-2483	155	8	system	system	NOUN
iajs-2483	155	9	,	,	PUNCT
iajs-2483	155	10	which	which	PRON
iajs-2483	155	11	increases	increase	VERB
iajs-2483	155	12	system	system	NOUN
iajs-2483	155	13	stability	stability	NOUN
iajs-2483	155	14	and	and	CCONJ
iajs-2483	155	15	makes	make	VERB
iajs-2483	155	16	it	it	PRON
iajs-2483	155	17	more	more	ADV
iajs-2483	155	18	flexible	flexible	ADJ
iajs-2483	155	19	4the	4the	NUM
iajs-2483	155	20	cost	cost	NOUN
iajs-2483	155	21	of	of	ADP
iajs-2483	155	22	the	the	DET
iajs-2483	155	23	system	system	NOUN
iajs-2483	155	24	is	be	AUX
iajs-2483	155	25	reduced	reduce	VERB
iajs-2483	155	26	because	because	SCONJ
iajs-2483	155	27	independent	independent	ADJ
iajs-2483	155	28	agents	agent	NOUN
iajs-2483	155	29	’	'	PUNCT
iajs-2483	155	30	costs	cost	NOUN
iajs-2483	155	31	are	be	AUX
iajs-2483	155	32	less	less	ADJ
iajs-2483	155	33	than	than	ADP
iajs-2483	155	34	a	a	DET
iajs-2483	155	35	centralized	centralized	ADJ
iajs-2483	155	36	system	system	NOUN
iajs-2483	155	37	.	.	PUNCT
iajs-2483	156	1	5reusability	5reusability	NUM
iajs-2483	156	2	:	:	PUNCT
iajs-2483	156	3	agents	agent	NOUN
iajs-2483	156	4	may	may	AUX
iajs-2483	156	5	have	have	VERB
iajs-2483	156	6	a	a	DET
iajs-2483	156	7	modular	modular	ADJ
iajs-2483	156	8	architecture	architecture	NOUN
iajs-2483	156	9	and	and	CCONJ
iajs-2483	156	10	they	they	PRON
iajs-2483	156	11	are	be	AUX
iajs-2483	156	12	substituted	substitute	VERB
iajs-2483	156	13	in	in	ADP
iajs-2483	156	14	other	other	ADJ
iajs-2483	156	15	systems	system	NOUN
iajs-2483	156	16	and	and	CCONJ
iajs-2483	156	17	can	can	AUX
iajs-2483	156	18	be	be	AUX
iajs-2483	156	19	updated	update	VERB
iajs-2483	156	20	easily	easily	ADV
iajs-2483	156	21	than	than	ADP
iajs-2483	156	22	a	a	DET
iajs-2483	156	23	consistent	consistent	ADJ
iajs-2483	156	24	system	system	NOUN
iajs-2483	156	25	.	.	PUNCT
iajs-2483	157	1	5	5	X
iajs-2483	157	2	.	.	X
iajs-2483	157	3	mas	mas	PROPN
iajs-2483	157	4	properties	property	NOUN
iajs-2483	157	5	mas	mas	PROPN
iajs-2483	157	6	can	can	AUX
iajs-2483	157	7	have	have	VERB
iajs-2483	157	8	several	several	ADJ
iajs-2483	157	9	properties	property	NOUN
iajs-2483	157	10	that	that	PRON
iajs-2483	157	11	can	can	AUX
iajs-2483	157	12	be	be	AUX
iajs-2483	157	13	outlined	outline	VERB
iajs-2483	157	14	and	and	CCONJ
iajs-2483	157	15	shown	show	VERB
iajs-2483	157	16	in	in	ADP
iajs-2483	157	17	figure	figure	NOUN
iajs-2483	157	18	5	5	NUM
iajs-2483	157	19	.	.	PUNCT
iajs-2483	158	1	as	as	SCONJ
iajs-2483	158	2	follows	follow	VERB
iajs-2483	158	3	:	:	PUNCT
iajs-2483	158	4	figure	figure	NOUN
iajs-2483	158	5	5	5	NUM
iajs-2483	158	6	.	.	PUNCT
iajs-2483	159	1	the	the	DET
iajs-2483	159	2	mas	mas	PROPN
iajs-2483	159	3	properties	property	NOUN
iajs-2483	159	4	.	.	PUNCT
iajs-2483	160	1	5.1	5.1	NUM
iajs-2483	160	2	.	.	PUNCT
iajs-2483	161	1	leadership	leadership	NOUN
iajs-2483	161	2	the	the	DET
iajs-2483	161	3	mas	mas	PROPN
iajs-2483	161	4	has	have	VERB
iajs-2483	161	5	a	a	DET
iajs-2483	161	6	leader	leader	NOUN
iajs-2483	161	7	i.e.	i.e.	X
iajs-2483	161	8	an	an	DET
iajs-2483	161	9	agent	agent	NOUN
iajs-2483	161	10	that	that	PRON
iajs-2483	161	11	identifies	identify	VERB
iajs-2483	161	12	goals	goal	NOUN
iajs-2483	161	13	and	and	CCONJ
iajs-2483	161	14	objectives	objective	NOUN
iajs-2483	161	15	for	for	ADP
iajs-2483	161	16	other	other	ADJ
iajs-2483	161	17	agents	agent	NOUN
iajs-2483	161	18	depending	depend	VERB
iajs-2483	161	19	on	on	ADP
iajs-2483	161	20	one	one	NUM
iajs-2483	161	21	common	common	ADJ
iajs-2483	161	22	goal	goal	NOUN
iajs-2483	161	23	.	.	PUNCT
iajs-2483	162	1	the	the	DET
iajs-2483	162	2	mas	mas	PROPN
iajs-2483	162	3	can	can	AUX
iajs-2483	162	4	be	be	AUX
iajs-2483	162	5	categorized	categorize	VERB
iajs-2483	162	6	as	as	ADP
iajs-2483	162	7	leaderless	leaderless	ADJ
iajs-2483	162	8	(	(	PUNCT
iajs-2483	162	9	without	without	ADP
iajs-2483	162	10	a	a	DET
iajs-2483	162	11	leader	leader	NOUN
iajs-2483	162	12	)	)	PUNCT
iajs-2483	162	13	or	or	CCONJ
iajs-2483	162	14	leaderfollowers	leaderfollower	NOUN
iajs-2483	162	15	(	(	PUNCT
iajs-2483	162	16	have	have	VERB
iajs-2483	162	17	a	a	DET
iajs-2483	162	18	leader	leader	NOUN
iajs-2483	162	19	and	and	CCONJ
iajs-2483	162	20	follower	follower	NOUN
iajs-2483	162	21	agents	agent	NOUN
iajs-2483	162	22	)	)	PUNCT
iajs-2483	162	23	.	.	PUNCT
iajs-2483	163	1	in	in	ADP
iajs-2483	163	2	the	the	DET
iajs-2483	163	3	leaderless	leaderless	ADJ
iajs-2483	163	4	system	system	NOUN
iajs-2483	163	5	,	,	PUNCT
iajs-2483	163	6	each	each	DET
iajs-2483	163	7	agent	agent	NOUN
iajs-2483	163	8	decides	decide	VERB
iajs-2483	163	9	its	its	PRON
iajs-2483	163	10	activities	activity	NOUN
iajs-2483	163	11	depending	depend	VERB
iajs-2483	163	12	on	on	ADP
iajs-2483	163	13	its	its	PRON
iajs-2483	163	14	goals	goal	NOUN
iajs-2483	163	15	and	and	CCONJ
iajs-2483	163	16	the	the	DET
iajs-2483	163	17	decision	decision	NOUN
iajs-2483	163	18	is	be	AUX
iajs-2483	163	19	influenced	influence	VERB
iajs-2483	163	20	by	by	ADP
iajs-2483	163	21	other	other	ADJ
iajs-2483	163	22	agents	agent	NOUN
iajs-2483	163	23	’	'	PUNCT
iajs-2483	163	24	decisions	decision	NOUN
iajs-2483	163	25	if	if	SCONJ
iajs-2483	163	26	agents	agent	NOUN
iajs-2483	163	27	cooperate	cooperate	VERB
iajs-2483	163	28	to	to	PART
iajs-2483	163	29	reach	reach	VERB
iajs-2483	163	30	an	an	DET
iajs-2483	163	31	agreement	agreement	NOUN
iajs-2483	163	32	on	on	ADP
iajs-2483	163	33	a	a	DET
iajs-2483	163	34	certain	certain	ADJ
iajs-2483	163	35	point	point	NOUN
iajs-2483	163	36	.	.	PUNCT
iajs-2483	164	1	in	in	ADP
iajs-2483	164	2	a	a	DET
iajs-2483	164	3	leader	leader	NOUN
iajs-2483	164	4	follower	follower	NOUN
iajs-2483	164	5	’s	’s	PART
iajs-2483	164	6	system	system	NOUN
iajs-2483	164	7	,	,	PUNCT
iajs-2483	164	8	the	the	DET
iajs-2483	164	9	leader	leader	NOUN
iajs-2483	164	10	identifies	identify	VERB
iajs-2483	164	11	and	and	CCONJ
iajs-2483	164	12	determines	determine	VERB
iajs-2483	164	13	actions	action	NOUN
iajs-2483	164	14	for	for	ADP
iajs-2483	164	15	other	other	ADJ
iajs-2483	164	16	agents	agent	NOUN
iajs-2483	164	17	(	(	PUNCT
iajs-2483	164	18	followers	follower	NOUN
iajs-2483	164	19	)	)	PUNCT
iajs-2483	164	20	that	that	PRON
iajs-2483	164	21	communicate	communicate	VERB
iajs-2483	164	22	to	to	PART
iajs-2483	164	23	determine	determine	VERB
iajs-2483	164	24	the	the	DET
iajs-2483	164	25	location	location	NOUN
iajs-2483	164	26	of	of	ADP
iajs-2483	164	27	the	the	DET
iajs-2483	164	28	leader	leader	NOUN
iajs-2483	164	29	agent	agent	NOUN
iajs-2483	164	30	.	.	PUNCT
iajs-2483	165	1	the	the	DET
iajs-2483	165	2	leader	leader	NOUN
iajs-2483	165	3	agent	agent	NOUN
iajs-2483	165	4	is	be	AUX
iajs-2483	165	5	selected	select	VERB
iajs-2483	165	6	by	by	ADP
iajs-2483	165	7	other	other	ADJ
iajs-2483	165	8	agents	agent	NOUN
iajs-2483	165	9	and	and	CCONJ
iajs-2483	165	10	the	the	DET
iajs-2483	165	11	system	system	NOUN
iajs-2483	165	12	can	can	AUX
iajs-2483	165	13	include	include	VERB
iajs-2483	165	14	one	one	NUM
iajs-2483	165	15	or	or	CCONJ
iajs-2483	165	16	more	more	ADJ
iajs-2483	165	17	leader	leader	NOUN
iajs-2483	165	18	agents	agent	NOUN
iajs-2483	165	19	.	.	PUNCT
iajs-2483	166	1	the	the	DET
iajs-2483	166	2	follower	follower	NOUN
iajs-2483	166	3	agents	agent	NOUN
iajs-2483	166	4	may	may	AUX
iajs-2483	166	5	require	require	VERB
iajs-2483	166	6	keeping	keep	VERB
iajs-2483	166	7	track	track	NOUN
iajs-2483	166	8	of	of	ADP
iajs-2483	166	9	the	the	DET
iajs-2483	166	10	location	location	NOUN
iajs-2483	166	11	of	of	ADP
iajs-2483	166	12	a	a	DET
iajs-2483	166	13	mobile	mobile	ADJ
iajs-2483	166	14	leader	leader	NOUN
iajs-2483	166	15	which	which	PRON
iajs-2483	166	16	draws	draw	VERB
iajs-2483	166	17	more	more	ADJ
iajs-2483	166	18	computational	computational	ADJ
iajs-2483	166	19	overheads	overhead	NOUN
iajs-2483	166	20	.	.	PUNCT
iajs-2483	167	1	when	when	SCONJ
iajs-2483	167	2	there	there	PRON
iajs-2483	167	3	are	be	VERB
iajs-2483	167	4	more	more	ADJ
iajs-2483	167	5	than	than	ADP
iajs-2483	167	6	one	one	NUM
iajs-2483	167	7	leader	leader	NOUN
iajs-2483	167	8	agents	agent	NOUN
iajs-2483	167	9	,	,	PUNCT
iajs-2483	167	10	they	they	PRON
iajs-2483	167	11	can	can	AUX
iajs-2483	167	12	cooperatively	cooperatively	ADV
iajs-2483	167	13	guide	guide	VERB
iajs-2483	167	14	other	other	ADJ
iajs-2483	167	15	agents	agent	NOUN
iajs-2483	167	16	via	via	ADP
iajs-2483	167	17	communicating	communicate	VERB
iajs-2483	167	18	with	with	ADP
iajs-2483	167	19	other	other	ADJ
iajs-2483	167	20	agents	agent	NOUN
iajs-2483	167	21	in	in	ADP
iajs-2483	167	22	order	order	NOUN
iajs-2483	167	23	to	to	PART
iajs-2483	167	24	perform	perform	VERB
iajs-2483	167	25	taking	take	VERB
iajs-2483	167	26	a	a	DET
iajs-2483	167	27	decision[1	decision[1	PROPN
iajs-2483	167	28	,	,	PUNCT
iajs-2483	167	29	3	3	NUM
iajs-2483	167	30	]	]	PUNCT
iajs-2483	167	31	.	.	PUNCT
iajs-2483	167	32	  	  	SPACE
iajs-2483	168	1	195	195	NUM
iajs-2483	168	2	ibn	ibn	PROPN
iajs-2483	168	3	al	al	PROPN
iajs-2483	168	4	-	-	PUNCT
iajs-2483	168	5	haitham	haitham	PROPN
iajs-2483	168	6	jour	jour	X
iajs-2483	168	7	.	.	PROPN
iajs-2483	168	8	for	for	ADP
iajs-2483	168	9	pure	pure	ADJ
iajs-2483	168	10	&	&	CCONJ
iajs-2483	168	11	appl	appl	PROPN
iajs-2483	168	12	.	.	PUNCT
iajs-2483	169	1	sci	sci	PROPN
iajs-2483	169	2	.	.	PROPN
iajs-2483	170	1	33	33	NUM
iajs-2483	170	2	(	(	PUNCT
iajs-2483	170	3	3	3	NUM
iajs-2483	170	4	)	)	PUNCT
iajs-2483	170	5	2020	2020	NUM
iajs-2483	170	6	5.2	5.2	NUM
iajs-2483	170	7	.	.	PUNCT
iajs-2483	171	1	heterogeneity	heterogeneity	PROPN
iajs-2483	171	2	mas	mas	PROPN
iajs-2483	171	3	can	can	AUX
iajs-2483	171	4	be	be	AUX
iajs-2483	171	5	categorized	categorize	VERB
iajs-2483	171	6	(	(	PUNCT
iajs-2483	171	7	or	or	CCONJ
iajs-2483	171	8	classified	classified	ADJ
iajs-2483	171	9	)	)	PUNCT
iajs-2483	171	10	into	into	ADP
iajs-2483	171	11	homogenous	homogenous	ADJ
iajs-2483	171	12	mas	mas	PROPN
iajs-2483	171	13	and	and	CCONJ
iajs-2483	171	14	heterogeneous	heterogeneous	ADJ
iajs-2483	171	15	mas	mas	PROPN
iajs-2483	171	16	,	,	PUNCT
iajs-2483	171	17	depending	depend	VERB
iajs-2483	171	18	on	on	ADP
iajs-2483	171	19	the	the	DET
iajs-2483	171	20	architecture	architecture	NOUN
iajs-2483	171	21	of	of	ADP
iajs-2483	171	22	autonomous	autonomous	ADJ
iajs-2483	171	23	agents	agent	NOUN
iajs-2483	171	24	that	that	PRON
iajs-2483	171	25	form	form	VERB
iajs-2483	171	26	the	the	DET
iajs-2483	171	27	system[3	system[3	NOUN
iajs-2483	171	28	]	]	X
iajs-2483	171	29	.	.	PUNCT
iajs-2483	172	1			X
iajs-2483	172	2	homogenous	homogenous	ADJ
iajs-2483	172	3	structure	structure	NOUN
iajs-2483	172	4	the	the	DET
iajs-2483	172	5	agents	agent	NOUN
iajs-2483	172	6	that	that	PRON
iajs-2483	172	7	continue	continue	VERB
iajs-2483	172	8	mas	mas	PROPN
iajs-2483	172	9	include	include	VERB
iajs-2483	172	10	the	the	DET
iajs-2483	172	11	same	same	ADJ
iajs-2483	172	12	internal	internal	ADJ
iajs-2483	172	13	structure	structure	NOUN
iajs-2483	172	14	.	.	PUNCT
iajs-2483	173	1	internal	internal	ADJ
iajs-2483	173	2	structure	structure	NOUN
iajs-2483	173	3	means	mean	VERB
iajs-2483	173	4	that	that	SCONJ
iajs-2483	173	5	all	all	DET
iajs-2483	173	6	agents	agent	NOUN
iajs-2483	173	7	have	have	VERB
iajs-2483	173	8	the	the	DET
iajs-2483	173	9	same	same	ADJ
iajs-2483	173	10	goals	goal	NOUN
iajs-2483	173	11	,	,	PUNCT
iajs-2483	173	12	sensory	sensory	ADJ
iajs-2483	173	13	abilities	ability	NOUN
iajs-2483	173	14	,	,	PUNCT
iajs-2483	173	15	states	state	NOUN
iajs-2483	173	16	,	,	PUNCT
iajs-2483	173	17	reasoning	reasoning	NOUN
iajs-2483	173	18	mechanisms	mechanism	NOUN
iajs-2483	173	19	and	and	CCONJ
iajs-2483	173	20	actions	action	NOUN
iajs-2483	173	21	[	[	X
iajs-2483	173	22	3	3	NUM
iajs-2483	173	23	]	]	PUNCT
iajs-2483	173	24	.	.	PUNCT
iajs-2483	174	1	agents	agent	NOUN
iajs-2483	174	2	can	can	AUX
iajs-2483	174	3	be	be	AUX
iajs-2483	174	4	differentiated	differentiate	VERB
iajs-2483	174	5	by	by	ADP
iajs-2483	174	6	their	their	PRON
iajs-2483	174	7	physical	physical	ADJ
iajs-2483	174	8	positions	position	NOUN
iajs-2483	174	9	and	and	CCONJ
iajs-2483	174	10	the	the	DET
iajs-2483	174	11	places	place	NOUN
iajs-2483	174	12	of	of	ADP
iajs-2483	174	13	performing	perform	VERB
iajs-2483	174	14	their	their	PRON
iajs-2483	174	15	actions	action	NOUN
iajs-2483	174	16	in	in	ADP
iajs-2483	174	17	the	the	DET
iajs-2483	174	18	environment	environment	NOUN
iajs-2483	174	19	.	.	PUNCT
iajs-2483	175	1	the	the	DET
iajs-2483	175	2	agent	agent	NOUN
iajs-2483	175	3	may	may	AUX
iajs-2483	175	4	receive	receive	VERB
iajs-2483	175	5	sensory	sensory	ADJ
iajs-2483	175	6	input	input	NOUN
iajs-2483	175	7	from	from	ADP
iajs-2483	175	8	various	various	ADJ
iajs-2483	175	9	portions	portion	NOUN
iajs-2483	175	10	of	of	ADP
iajs-2483	175	11	the	the	DET
iajs-2483	175	12	environment	environment	NOUN
iajs-2483	175	13	.	.	PUNCT
iajs-2483	176	1	there	there	PRON
iajs-2483	176	2	may	may	AUX
iajs-2483	176	3	be	be	AUX
iajs-2483	176	4	overlapping	overlap	VERB
iajs-2483	176	5	in	in	ADP
iajs-2483	176	6	receiving	receive	VERB
iajs-2483	176	7	sensory	sensory	ADJ
iajs-2483	176	8	data[13	data[13	PROPN
iajs-2483	176	9	,	,	PUNCT
iajs-2483	176	10	14	14	NUM
iajs-2483	176	11	]	]	PUNCT
iajs-2483	176	12	.	.	PUNCT
iajs-2483	177	1			X
iajs-2483	177	2	heterogeneous	heterogeneous	ADJ
iajs-2483	177	3	structure	structure	NOUN
iajs-2483	177	4	in	in	ADP
iajs-2483	177	5	this	this	DET
iajs-2483	177	6	structure	structure	NOUN
iajs-2483	177	7	,	,	PUNCT
iajs-2483	177	8	the	the	DET
iajs-2483	177	9	agents	agent	NOUN
iajs-2483	177	10	may	may	AUX
iajs-2483	177	11	vary	vary	VERB
iajs-2483	177	12	in	in	ADP
iajs-2483	177	13	their	their	PRON
iajs-2483	177	14	capabilities	capability	NOUN
iajs-2483	177	15	,	,	PUNCT
iajs-2483	177	16	architectures	architecture	NOUN
iajs-2483	177	17	,	,	PUNCT
iajs-2483	177	18	and	and	CCONJ
iajs-2483	177	19	performance	performance	NOUN
iajs-2483	177	20	.	.	PUNCT
iajs-2483	178	1	because	because	SCONJ
iajs-2483	178	2	of	of	ADP
iajs-2483	178	3	the	the	DET
iajs-2483	178	4	dynamism	dynamism	NOUN
iajs-2483	178	5	of	of	ADP
iajs-2483	178	6	the	the	DET
iajs-2483	178	7	environment	environment	NOUN
iajs-2483	178	8	and	and	CCONJ
iajs-2483	178	9	the	the	DET
iajs-2483	178	10	position	position	NOUN
iajs-2483	178	11	of	of	ADP
iajs-2483	178	12	a	a	DET
iajs-2483	178	13	certain	certain	ADJ
iajs-2483	178	14	agent	agent	NOUN
iajs-2483	178	15	,	,	PUNCT
iajs-2483	178	16	the	the	DET
iajs-2483	178	17	actions	action	NOUN
iajs-2483	178	18	selected	select	VERB
iajs-2483	178	19	by	by	ADP
iajs-2483	178	20	each	each	DET
iajs-2483	178	21	agent	agent	NOUN
iajs-2483	178	22	varies	vary	VERB
iajs-2483	178	23	from	from	ADP
iajs-2483	178	24	the	the	DET
iajs-2483	178	25	agent	agent	NOUN
iajs-2483	178	26	which	which	PRON
iajs-2483	178	27	is	be	AUX
iajs-2483	178	28	placed	place	VERB
iajs-2483	178	29	in	in	ADP
iajs-2483	178	30	different	different	ADJ
iajs-2483	178	31	portions	portion	NOUN
iajs-2483	178	32	,	,	PUNCT
iajs-2483	178	33	although	although	SCONJ
iajs-2483	178	34	it	it	PRON
iajs-2483	178	35	can	can	AUX
iajs-2483	178	36	perform	perform	VERB
iajs-2483	178	37	the	the	DET
iajs-2483	178	38	same	same	ADJ
iajs-2483	178	39	function	function	NOUN
iajs-2483	178	40	[	[	X
iajs-2483	178	41	3,13	3,13	NUM
iajs-2483	178	42	]	]	PUNCT
iajs-2483	178	43	.	.	PUNCT
iajs-2483	179	1	heterogeneous	heterogeneous	ADJ
iajs-2483	179	2	structure	structure	NOUN
iajs-2483	179	3	can	can	AUX
iajs-2483	179	4	model	model	VERB
iajs-2483	179	5	and	and	CCONJ
iajs-2483	179	6	simulate	simulate	VERB
iajs-2483	179	7	applications	application	NOUN
iajs-2483	179	8	which	which	PRON
iajs-2483	179	9	are	be	AUX
iajs-2483	179	10	nearest	near	ADJ
iajs-2483	179	11	to	to	ADP
iajs-2483	179	12	realworld	realworld	PROPN
iajs-2483	179	13	problems	problem	NOUN
iajs-2483	179	14	.	.	PUNCT
iajs-2483	180	1	each	each	DET
iajs-2483	180	2	agent	agent	NOUN
iajs-2483	180	3	contains	contain	VERB
iajs-2483	180	4	different	different	ADJ
iajs-2483	180	5	goals	goal	NOUN
iajs-2483	180	6	and	and	CCONJ
iajs-2483	180	7	objectives	objective	NOUN
iajs-2483	180	8	which	which	PRON
iajs-2483	180	9	may	may	AUX
iajs-2483	180	10	contradict	contradict	VERB
iajs-2483	180	11	with	with	ADP
iajs-2483	180	12	the	the	DET
iajs-2483	180	13	goal	goal	NOUN
iajs-2483	180	14	of	of	ADP
iajs-2483	180	15	other	other	ADJ
iajs-2483	180	16	agents[8	agents[8	PROPN
iajs-2483	180	17	]	]	PUNCT
iajs-2483	180	18	.	.	PUNCT
iajs-2483	181	1	5.3	5.3	NUM
iajs-2483	181	2	.	.	PUNCT
iajs-2483	181	3	topology	topology	NOUN
iajs-2483	181	4	it	it	PRON
iajs-2483	181	5	means	mean	VERB
iajs-2483	181	6	that	that	SCONJ
iajs-2483	181	7	the	the	DET
iajs-2483	181	8	position	position	NOUN
iajs-2483	181	9	and	and	CCONJ
iajs-2483	181	10	relationships	relationship	NOUN
iajs-2483	181	11	of	of	ADP
iajs-2483	181	12	an	an	DET
iajs-2483	181	13	agent	agent	NOUN
iajs-2483	181	14	.	.	PUNCT
iajs-2483	182	1	the	the	DET
iajs-2483	182	2	topology	topology	NOUN
iajs-2483	182	3	can	can	AUX
iajs-2483	182	4	be	be	AUX
iajs-2483	182	5	divided	divide	VERB
iajs-2483	182	6	into	into	ADP
iajs-2483	182	7	a	a	DET
iajs-2483	182	8	static	static	ADJ
iajs-2483	182	9	and	and	CCONJ
iajs-2483	182	10	dynamic	dynamic	ADJ
iajs-2483	182	11	topology	topology	NOUN
iajs-2483	182	12	.	.	PUNCT
iajs-2483	183	1	in	in	ADP
iajs-2483	183	2	static	static	ADJ
iajs-2483	183	3	topology	topology	NOUN
iajs-2483	183	4	,	,	PUNCT
iajs-2483	183	5	the	the	DET
iajs-2483	183	6	location	location	NOUN
iajs-2483	183	7	and	and	CCONJ
iajs-2483	183	8	relationship	relationship	NOUN
iajs-2483	183	9	among	among	ADP
iajs-2483	183	10	agents	agent	NOUN
iajs-2483	183	11	are	be	AUX
iajs-2483	183	12	stationary	stationary	ADJ
iajs-2483	183	13	without	without	ADP
iajs-2483	183	14	changes	change	NOUN
iajs-2483	183	15	during	during	ADP
iajs-2483	183	16	the	the	DET
iajs-2483	183	17	agent	agent	NOUN
iajs-2483	183	18	’s	’s	PART
iajs-2483	183	19	lifetime	lifetime	NOUN
iajs-2483	183	20	.	.	PUNCT
iajs-2483	184	1	in	in	ADP
iajs-2483	184	2	dynamic	dynamic	ADJ
iajs-2483	184	3	topology	topology	NOUN
iajs-2483	184	4	agent	agent	NOUN
iajs-2483	184	5	’s	’s	PART
iajs-2483	184	6	location	location	NOUN
iajs-2483	184	7	and	and	CCONJ
iajs-2483	184	8	relations	relation	NOUN
iajs-2483	184	9	vary	vary	VERB
iajs-2483	184	10	while	while	SCONJ
iajs-2483	184	11	the	the	DET
iajs-2483	184	12	agent	agent	NOUN
iajs-2483	184	13	is	be	AUX
iajs-2483	184	14	moving	move	VERB
iajs-2483	184	15	,	,	PUNCT
iajs-2483	184	16	goes	go	VERB
iajs-2483	184	17	away	away	ADV
iajs-2483	184	18	or	or	CCONJ
iajs-2483	184	19	joins	join	VERB
iajs-2483	184	20	the	the	DET
iajs-2483	184	21	system	system	NOUN
iajs-2483	184	22	,	,	PUNCT
iajs-2483	184	23	or	or	CCONJ
iajs-2483	184	24	establishes	establish	VERB
iajs-2483	184	25	new	new	ADJ
iajs-2483	184	26	relationships	relationship	NOUN
iajs-2483	184	27	with	with	ADP
iajs-2483	184	28	other	other	ADJ
iajs-2483	184	29	agents	agent	NOUN
iajs-2483	185	1	[	[	X
iajs-2483	185	2	3	3	NUM
iajs-2483	185	3	]	]	PUNCT
iajs-2483	185	4	.	.	PUNCT
iajs-2483	186	1	5.4	5.4	NUM
iajs-2483	186	2	.	.	PUNCT
iajs-2483	186	3	data	datum	NOUN
iajs-2483	186	4	transmission	transmission	NOUN
iajs-2483	186	5	agent	agent	NOUN
iajs-2483	186	6	can	can	AUX
iajs-2483	186	7	perceive	perceive	VERB
iajs-2483	186	8	the	the	DET
iajs-2483	186	9	environment	environment	NOUN
iajs-2483	186	10	and	and	CCONJ
iajs-2483	186	11	collaborate	collaborate	VERB
iajs-2483	186	12	the	the	DET
iajs-2483	186	13	sensory	sensory	ADJ
iajs-2483	186	14	data	datum	NOUN
iajs-2483	186	15	with	with	ADP
iajs-2483	186	16	neighboring	neighboring	NOUN
iajs-2483	186	17	agents	agent	NOUN
iajs-2483	186	18	in	in	ADP
iajs-2483	186	19	a	a	DET
iajs-2483	186	20	time	time	NOUN
iajs-2483	186	21	-	-	PUNCT
iajs-2483	186	22	triggered	trigger	VERB
iajs-2483	186	23	manner	manner	NOUN
iajs-2483	186	24	such	such	ADJ
iajs-2483	186	25	that	that	SCONJ
iajs-2483	186	26	the	the	DET
iajs-2483	186	27	agent	agent	NOUN
iajs-2483	186	28	can	can	AUX
iajs-2483	186	29	frequently	frequently	ADV
iajs-2483	186	30	perceive	perceive	VERB
iajs-2483	186	31	the	the	DET
iajs-2483	186	32	environment	environment	NOUN
iajs-2483	186	33	,	,	PUNCT
iajs-2483	186	34	sense	sense	NOUN
iajs-2483	186	35	and	and	CCONJ
iajs-2483	186	36	collect	collect	VERB
iajs-2483	186	37	information	information	NOUN
iajs-2483	186	38	in	in	ADP
iajs-2483	186	39	a	a	DET
iajs-2483	186	40	predetermined	predetermine	VERB
iajs-2483	186	41	time	time	NOUN
iajs-2483	186	42	.	.	PUNCT
iajs-2483	187	1	agents	agent	NOUN
iajs-2483	187	2	can	can	AUX
iajs-2483	187	3	also	also	ADV
iajs-2483	187	4	transmit	transmit	VERB
iajs-2483	187	5	all	all	DET
iajs-2483	187	6	the	the	DET
iajs-2483	187	7	new	new	ADJ
iajs-2483	187	8	perceived	perceive	VERB
iajs-2483	187	9	sensory	sensory	ADJ
iajs-2483	187	10	information	information	NOUN
iajs-2483	187	11	to	to	ADP
iajs-2483	187	12	other	other	ADJ
iajs-2483	187	13	agents	agent	NOUN
iajs-2483	187	14	.	.	PUNCT
iajs-2483	188	1	in	in	ADP
iajs-2483	188	2	event	event	NOUN
iajs-2483	188	3	-	-	PUNCT
iajs-2483	188	4	trigged	trig	VERB
iajs-2483	188	5	system	system	NOUN
iajs-2483	188	6	,	,	PUNCT
iajs-2483	188	7	the	the	DET
iajs-2483	188	8	agent	agent	NOUN
iajs-2483	188	9	just	just	ADV
iajs-2483	188	10	perceives	perceive	VERB
iajs-2483	188	11	the	the	DET
iajs-2483	188	12	environment	environment	NOUN
iajs-2483	188	13	when	when	SCONJ
iajs-2483	188	14	a	a	DET
iajs-2483	188	15	certain	certain	ADJ
iajs-2483	188	16	event	event	NOUN
iajs-2483	188	17	occurs	occur	VERB
iajs-2483	188	18	.	.	PUNCT
iajs-2483	189	1	then	then	ADV
iajs-2483	189	2	,	,	PUNCT
iajs-2483	189	3	the	the	DET
iajs-2483	189	4	agent	agent	NOUN
iajs-2483	189	5	sends	send	VERB
iajs-2483	189	6	the	the	DET
iajs-2483	189	7	sensed	sense	VERB
iajs-2483	189	8	data	datum	NOUN
iajs-2483	189	9	to	to	ADP
iajs-2483	189	10	other	other	ADJ
iajs-2483	189	11	agents	agent	NOUN
iajs-2483	189	12	in	in	ADP
iajs-2483	189	13	mas[8	mas[8	PROPN
iajs-2483	189	14	,	,	PUNCT
iajs-2483	189	15	15	15	NUM
iajs-2483	189	16	]	]	PUNCT
iajs-2483	189	17	.	.	PUNCT
iajs-2483	190	1	5.5	5.5	NUM
iajs-2483	190	2	.	.	PUNCT
iajs-2483	191	1	mobility	mobility	NOUN
iajs-2483	191	2	agents	agent	NOUN
iajs-2483	191	3	can	can	AUX
iajs-2483	191	4	be	be	AUX
iajs-2483	191	5	categorized	categorize	VERB
iajs-2483	191	6	into	into	ADP
iajs-2483	191	7	static	static	ADJ
iajs-2483	191	8	or	or	CCONJ
iajs-2483	191	9	mobile	mobile	ADJ
iajs-2483	191	10	agents	agent	NOUN
iajs-2483	191	11	.	.	PUNCT
iajs-2483	192	1	a	a	DET
iajs-2483	192	2	static	static	ADJ
iajs-2483	192	3	agent	agent	NOUN
iajs-2483	192	4	is	be	AUX
iajs-2483	192	5	placed	place	VERB
iajs-2483	192	6	constantly	constantly	ADV
iajs-2483	192	7	on	on	ADP
iajs-2483	192	8	the	the	DET
iajs-2483	192	9	same	same	ADJ
iajs-2483	192	10	location	location	NOUN
iajs-2483	192	11	in	in	ADP
iajs-2483	192	12	the	the	DET
iajs-2483	192	13	environment	environment	NOUN
iajs-2483	192	14	while	while	SCONJ
iajs-2483	192	15	a	a	DET
iajs-2483	192	16	mobile	mobile	ADJ
iajs-2483	192	17	agent	agent	NOUN
iajs-2483	192	18	uses	use	VERB
iajs-2483	192	19	the	the	DET
iajs-2483	192	20	resources	resource	NOUN
iajs-2483	192	21	of	of	ADP
iajs-2483	192	22	neighboring	neighboring	NOUN
iajs-2483	192	23	agents	agent	NOUN
iajs-2483	192	24	,	,	PUNCT
iajs-2483	192	25	keeps	keep	VERB
iajs-2483	192	26	an	an	DET
iajs-2483	192	27	eye	eye	NOUN
iajs-2483	192	28	on	on	ADP
iajs-2483	192	29	them	they	PRON
iajs-2483	192	30	and	and	CCONJ
iajs-2483	192	31	perceives	perceive	VERB
iajs-2483	192	32	the	the	DET
iajs-2483	192	33	environment	environment	NOUN
iajs-2483	192	34	from	from	ADP
iajs-2483	192	35	the	the	DET
iajs-2483	192	36	location	location	NOUN
iajs-2483	192	37	and	and	CCONJ
iajs-2483	192	38	place	place	NOUN
iajs-2483	192	39	of	of	ADP
iajs-2483	192	40	other	other	ADJ
iajs-2483	192	41	agents	agent	NOUN
iajs-2483	192	42	in	in	ADP
iajs-2483	192	43	order	order	NOUN
iajs-2483	192	44	to	to	PART
iajs-2483	192	45	achieve	achieve	VERB
iajs-2483	192	46	actions	action	NOUN
iajs-2483	192	47	[	[	X
iajs-2483	192	48	2	2	NUM
iajs-2483	192	49	,	,	PUNCT
iajs-2483	192	50	8	8	NUM
iajs-2483	192	51	]	]	PUNCT
iajs-2483	192	52	.	.	PUNCT
iajs-2483	193	1	5.6	5.6	NUM
iajs-2483	193	2	.	.	PUNCT
iajs-2483	193	3	delay	delay	VERB
iajs-2483	193	4	the	the	DET
iajs-2483	193	5	agents	agent	NOUN
iajs-2483	193	6	can	can	AUX
iajs-2483	193	7	meet	meet	VERB
iajs-2483	193	8	several	several	ADJ
iajs-2483	193	9	kinds	kind	NOUN
iajs-2483	193	10	of	of	ADP
iajs-2483	193	11	delay	delay	NOUN
iajs-2483	193	12	in	in	ADP
iajs-2483	193	13	performing	perform	VERB
iajs-2483	193	14	their	their	PRON
iajs-2483	193	15	actions	action	NOUN
iajs-2483	193	16	.	.	PUNCT
iajs-2483	194	1	in	in	ADP
iajs-2483	194	2	exchanging	exchange	VERB
iajs-2483	194	3	data	datum	NOUN
iajs-2483	194	4	,	,	PUNCT
iajs-2483	194	5	agents	agent	NOUN
iajs-2483	194	6	may	may	AUX
iajs-2483	194	7	face	face	VERB
iajs-2483	194	8	delay	delay	NOUN
iajs-2483	194	9	in	in	ADP
iajs-2483	194	10	the	the	DET
iajs-2483	194	11	medium	medium	NOUN
iajs-2483	194	12	of	of	ADP
iajs-2483	194	13	communication	communication	NOUN
iajs-2483	194	14	either	either	CCONJ
iajs-2483	194	15	communication	communication	NOUN
iajs-2483	194	16	is	be	AUX
iajs-2483	194	17	wired	wire	VERB
iajs-2483	194	18	or	or	CCONJ
iajs-2483	194	19	wireless	wireless	NOUN
iajs-2483	194	20	.	.	PUNCT
iajs-2483	195	1	mas	mas	PROPN
iajs-2483	195	2	can	can	AUX
iajs-2483	195	3	be	be	AUX
iajs-2483	195	4	divided	divide	VERB
iajs-2483	195	5	into	into	ADP
iajs-2483	195	6	two	two	NUM
iajs-2483	195	7	types	type	NOUN
iajs-2483	195	8	with	with	ADP
iajs-2483	195	9	delay	delay	NOUN
iajs-2483	195	10	system	system	NOUN
iajs-2483	195	11	and	and	CCONJ
iajs-2483	195	12	without	without	ADP
iajs-2483	195	13	delay	delay	NOUN
iajs-2483	195	14	.	.	PUNCT
iajs-2483	196	1	the	the	DET
iajs-2483	196	2	latter	latter	ADJ
iajs-2483	196	3	is	be	AUX
iajs-2483	196	4	simple	simple	ADJ
iajs-2483	196	5	since	since	SCONJ
iajs-2483	196	6	there	there	PRON
iajs-2483	196	7	are	be	VERB
iajs-2483	196	8	no	no	DET
iajs-2483	196	9	delays	delay	NOUN
iajs-2483	196	10	in	in	ADP
iajs-2483	196	11	communication	communication	NOUN
iajs-2483	196	12	and	and	CCONJ
iajs-2483	196	13	computation	computation	NOUN
iajs-2483	196	14	.	.	PUNCT
iajs-2483	197	1	although	although	SCONJ
iajs-2483	197	2	most	most	ADJ
iajs-2483	197	3	of	of	ADP
iajs-2483	197	4	the	the	DET
iajs-2483	197	5	physical	physical	ADJ
iajs-2483	197	6	real	real	ADJ
iajs-2483	197	7	environments	environment	NOUN
iajs-2483	197	8	present	present	VERB
iajs-2483	197	9	several	several	ADJ
iajs-2483	197	10	delays[2	delays[2	NUM
iajs-2483	197	11	,	,	PUNCT
iajs-2483	197	12	15	15	NUM
iajs-2483	197	13	]	]	PUNCT
iajs-2483	197	14	.	.	PUNCT
iajs-2483	198	1	6	6	X
iajs-2483	198	2	.	.	X
iajs-2483	198	3	distinguishing	distinguish	VERB
iajs-2483	198	4	mas	mas	PROPN
iajs-2483	198	5	with	with	ADP
iajs-2483	198	6	expert	expert	NOUN
iajs-2483	198	7	system	system	NOUN
iajs-2483	198	8	,	,	PUNCT
iajs-2483	198	9	and	and	CCONJ
iajs-2483	198	10	object	object	NOUN
iajs-2483	198	11	-	-	PUNCT
iajs-2483	198	12	oriented	orient	VERB
iajs-2483	198	13	programming	programming	NOUN
iajs-2483	198	14	these	these	PRON
iajs-2483	198	15	are	be	AUX
iajs-2483	198	16	three	three	NUM
iajs-2483	198	17	differences	difference	NOUN
iajs-2483	198	18	that	that	PRON
iajs-2483	198	19	can	can	AUX
iajs-2483	198	20	be	be	AUX
iajs-2483	198	21	outlined	outline	VERB
iajs-2483	198	22	between	between	ADP
iajs-2483	198	23	the	the	DET
iajs-2483	198	24	agent	agent	NOUN
iajs-2483	198	25	and	and	CCONJ
iajs-2483	198	26	object	object	VERB
iajs-2483	198	27	view	view	NOUN
iajs-2483	198	28	as	as	ADP
iajs-2483	198	29	follows[2	follows[2	PROPN
iajs-2483	198	30	,	,	PUNCT
iajs-2483	198	31	5	5	NUM
iajs-2483	198	32	]	]	PUNCT
iajs-2483	198	33	.	.	PUNCT
iajs-2483	198	34	  	  	SPACE
iajs-2483	199	1	196	196	NUM
iajs-2483	199	2	ibn	ibn	PROPN
iajs-2483	199	3	al	al	PROPN
iajs-2483	199	4	-	-	PUNCT
iajs-2483	199	5	haitham	haitham	PROPN
iajs-2483	199	6	jour	jour	X
iajs-2483	199	7	.	.	PROPN
iajs-2483	199	8	for	for	ADP
iajs-2483	199	9	pure	pure	ADJ
iajs-2483	199	10	&	&	CCONJ
iajs-2483	199	11	appl	appl	PROPN
iajs-2483	199	12	.	.	PUNCT
iajs-2483	200	1	sci	sci	PROPN
iajs-2483	200	2	.	.	PROPN
iajs-2483	201	1	33	33	NUM
iajs-2483	201	2	(	(	PUNCT
iajs-2483	201	3	3	3	NUM
iajs-2483	201	4	)	)	PUNCT
iajs-2483	201	5	2020	2020	NUM
iajs-2483	201	6	1	1	NUM
iajs-2483	201	7	.	.	PUNCT
iajs-2483	202	1	the	the	DET
iajs-2483	202	2	agent	agent	NOUN
iajs-2483	202	3	may	may	AUX
iajs-2483	202	4	incorporate	incorporate	VERB
iajs-2483	202	5	a	a	DET
iajs-2483	202	6	stronger	strong	ADJ
iajs-2483	202	7	concept	concept	NOUN
iajs-2483	202	8	and	and	CCONJ
iajs-2483	202	9	idea	idea	NOUN
iajs-2483	202	10	of	of	ADP
iajs-2483	202	11	autonomy	autonomy	NOUN
iajs-2483	202	12	compared	compare	VERB
iajs-2483	202	13	to	to	ADP
iajs-2483	202	14	objects	object	NOUN
iajs-2483	202	15	,	,	PUNCT
iajs-2483	202	16	and	and	CCONJ
iajs-2483	202	17	especially	especially	ADV
iajs-2483	202	18	it	it	PRON
iajs-2483	202	19	determines	determine	VERB
iajs-2483	202	20	whether	whether	SCONJ
iajs-2483	202	21	or	or	CCONJ
iajs-2483	202	22	not	not	PART
iajs-2483	202	23	achieve	achieve	VERB
iajs-2483	202	24	an	an	DET
iajs-2483	202	25	action	action	NOUN
iajs-2483	202	26	on	on	ADP
iajs-2483	202	27	demand	demand	NOUN
iajs-2483	202	28	from	from	ADP
iajs-2483	202	29	other	other	ADJ
iajs-2483	202	30	agents	agent	NOUN
iajs-2483	202	31	in	in	ADP
iajs-2483	202	32	the	the	DET
iajs-2483	202	33	system	system	NOUN
iajs-2483	202	34	.	.	PUNCT
iajs-2483	203	1	2	2	X
iajs-2483	203	2	.	.	X
iajs-2483	203	3	agents	agent	NOUN
iajs-2483	203	4	have	have	VERB
iajs-2483	203	5	flexibility	flexibility	NOUN
iajs-2483	203	6	in	in	ADP
iajs-2483	203	7	these	these	DET
iajs-2483	203	8	actions	action	NOUN
iajs-2483	203	9	,	,	PUNCT
iajs-2483	203	10	allowing	allow	VERB
iajs-2483	203	11	them	they	PRON
iajs-2483	203	12	to	to	PART
iajs-2483	203	13	be	be	AUX
iajs-2483	203	14	more	more	ADV
iajs-2483	203	15	reactive	reactive	ADJ
iajs-2483	203	16	and	and	CCONJ
iajs-2483	203	17	social	social	ADJ
iajs-2483	203	18	in	in	ADP
iajs-2483	203	19	the	the	DET
iajs-2483	203	20	environment	environment	NOUN
iajs-2483	203	21	,	,	PUNCT
iajs-2483	203	22	while	while	SCONJ
iajs-2483	203	23	the	the	DET
iajs-2483	203	24	object	object	NOUN
iajs-2483	203	25	model	model	NOUN
iajs-2483	203	26	does	do	AUX
iajs-2483	203	27	not	not	PART
iajs-2483	203	28	have	have	VERB
iajs-2483	203	29	these	these	DET
iajs-2483	203	30	types	type	NOUN
iajs-2483	203	31	of	of	ADP
iajs-2483	203	32	behaviors	behavior	NOUN
iajs-2483	203	33	.	.	PUNCT
iajs-2483	204	1	3	3	X
iajs-2483	204	2	.	.	X
iajs-2483	204	3	mas	mas	PROPN
iajs-2483	204	4	is	be	AUX
iajs-2483	204	5	naturally	naturally	ADV
iajs-2483	204	6	a	a	DET
iajs-2483	204	7	multi	multi	ADJ
iajs-2483	204	8	-	-	ADJ
iajs-2483	204	9	threaded	threaded	ADJ
iajs-2483	204	10	system	system	NOUN
iajs-2483	204	11	such	such	ADJ
iajs-2483	204	12	that	that	SCONJ
iajs-2483	204	13	every	every	DET
iajs-2483	204	14	agent	agent	NOUN
iajs-2483	204	15	is	be	AUX
iajs-2483	204	16	proposed	propose	VERB
iajs-2483	204	17	to	to	PART
iajs-2483	204	18	control	control	VERB
iajs-2483	204	19	one	one	NUM
iajs-2483	204	20	thread	thread	NOUN
iajs-2483	204	21	somehow[2	somehow[2	NOUN
iajs-2483	204	22	,	,	PUNCT
iajs-2483	204	23	5	5	NUM
iajs-2483	204	24	,	,	PUNCT
iajs-2483	204	25	12	12	NUM
iajs-2483	204	26	]	]	PUNCT
iajs-2483	204	27	.	.	PUNCT
iajs-2483	205	1	an	an	DET
iajs-2483	205	2	expert	expert	NOUN
iajs-2483	205	3	system	system	NOUN
iajs-2483	205	4	is	be	AUX
iajs-2483	205	5	able	able	ADJ
iajs-2483	205	6	to	to	PART
iajs-2483	205	7	resolve	resolve	VERB
iajs-2483	205	8	problems	problem	NOUN
iajs-2483	205	9	and	and	CCONJ
iajs-2483	205	10	offer	offer	VERB
iajs-2483	205	11	pieces	piece	NOUN
iajs-2483	205	12	of	of	ADP
iajs-2483	205	13	advice	advice	NOUN
iajs-2483	205	14	in	in	ADP
iajs-2483	205	15	the	the	DET
iajs-2483	205	16	domain	domain	NOUN
iajs-2483	205	17	of	of	ADP
iajs-2483	205	18	knowledge	knowledge	NOUN
iajs-2483	205	19	to	to	PART
iajs-2483	205	20	solve	solve	VERB
iajs-2483	205	21	the	the	DET
iajs-2483	205	22	problem	problem	NOUN
iajs-2483	205	23	.	.	PUNCT
iajs-2483	206	1	the	the	DET
iajs-2483	206	2	main	main	ADJ
iajs-2483	206	3	distinctions	distinction	NOUN
iajs-2483	206	4	among	among	ADP
iajs-2483	206	5	agents	agent	NOUN
iajs-2483	206	6	and	and	CCONJ
iajs-2483	206	7	expert	expert	NOUN
iajs-2483	206	8	systems	system	NOUN
iajs-2483	206	9	are	be	AUX
iajs-2483	206	10	:	:	PUNCT
iajs-2483	206	11	1	1	X
iajs-2483	206	12	.	.	PUNCT
iajs-2483	206	13	expert	expert	NOUN
iajs-2483	206	14	systems	system	NOUN
iajs-2483	206	15	do	do	AUX
iajs-2483	206	16	not	not	PART
iajs-2483	206	17	interact	interact	VERB
iajs-2483	206	18	and	and	CCONJ
iajs-2483	206	19	are	be	AUX
iajs-2483	206	20	not	not	PART
iajs-2483	206	21	coupled	couple	VERB
iajs-2483	206	22	with	with	ADP
iajs-2483	206	23	environments	environment	NOUN
iajs-2483	206	24	.	.	PUNCT
iajs-2483	207	1	they	they	PRON
iajs-2483	207	2	do	do	AUX
iajs-2483	207	3	not	not	PART
iajs-2483	207	4	use	use	VERB
iajs-2483	207	5	sensors	sensor	NOUN
iajs-2483	207	6	to	to	PART
iajs-2483	207	7	obtain	obtain	VERB
iajs-2483	207	8	their	their	PRON
iajs-2483	207	9	information	information	NOUN
iajs-2483	207	10	;	;	PUNCT
iajs-2483	207	11	instead	instead	ADV
iajs-2483	207	12	,	,	PUNCT
iajs-2483	207	13	they	they	PRON
iajs-2483	207	14	get	get	VERB
iajs-2483	207	15	information	information	NOUN
iajs-2483	207	16	via	via	ADP
iajs-2483	207	17	user	user	NOUN
iajs-2483	207	18	actions	action	NOUN
iajs-2483	207	19	as	as	ADP
iajs-2483	207	20	a	a	DET
iajs-2483	207	21	mediator	mediator	NOUN
iajs-2483	207	22	.	.	PUNCT
iajs-2483	208	1	likewise	likewise	ADV
iajs-2483	208	2	,	,	PUNCT
iajs-2483	208	3	they	they	PRON
iajs-2483	208	4	can	can	AUX
iajs-2483	208	5	not	not	PART
iajs-2483	208	6	perform	perform	VERB
iajs-2483	208	7	actions	action	NOUN
iajs-2483	208	8	on	on	ADP
iajs-2483	208	9	environments	environment	NOUN
iajs-2483	208	10	,	,	PUNCT
iajs-2483	208	11	but	but	CCONJ
iajs-2483	208	12	they	they	PRON
iajs-2483	208	13	can	can	AUX
iajs-2483	208	14	offer	offer	VERB
iajs-2483	208	15	advice	advice	NOUN
iajs-2483	208	16	to	to	ADP
iajs-2483	208	17	other	other	ADJ
iajs-2483	208	18	parties	party	NOUN
iajs-2483	208	19	.	.	PUNCT
iajs-2483	209	1	2	2	X
iajs-2483	209	2	.	.	X
iajs-2483	209	3	expert	expert	NOUN
iajs-2483	209	4	systems	system	NOUN
iajs-2483	209	5	are	be	AUX
iajs-2483	209	6	not	not	PART
iajs-2483	209	7	able	able	ADJ
iajs-2483	209	8	to	to	PART
iajs-2483	209	9	perform	perform	VERB
iajs-2483	209	10	reactive	reactive	ADJ
iajs-2483	209	11	and	and	CCONJ
iajs-2483	209	12	flexible	flexible	ADJ
iajs-2483	209	13	actions	action	NOUN
iajs-2483	209	14	.	.	PUNCT
iajs-2483	210	1	3	3	X
iajs-2483	210	2	.	.	X
iajs-2483	210	3	the	the	DET
iajs-2483	210	4	expert	expert	NOUN
iajs-2483	210	5	systems	system	NOUN
iajs-2483	210	6	are	be	AUX
iajs-2483	210	7	not	not	PART
iajs-2483	210	8	provided	provide	VERB
iajs-2483	210	9	with	with	ADP
iajs-2483	210	10	social	social	ADJ
iajs-2483	210	11	capability	capability	NOUN
iajs-2483	210	12	,	,	PUNCT
iajs-2483	210	13	i.e.	i.e.	X
iajs-2483	210	14	collaboration	collaboration	NOUN
iajs-2483	210	15	and	and	CCONJ
iajs-2483	210	16	coordination	coordination	NOUN
iajs-2483	210	17	.	.	PUNCT
iajs-2483	211	1	in	in	ADP
iajs-2483	211	2	spite	spite	NOUN
iajs-2483	211	3	of	of	ADP
iajs-2483	211	4	the	the	DET
iajs-2483	211	5	distinctions	distinction	NOUN
iajs-2483	211	6	,	,	PUNCT
iajs-2483	211	7	these	these	PRON
iajs-2483	211	8	are	be	AUX
iajs-2483	211	9	expert	expert	ADJ
iajs-2483	211	10	systems	system	NOUN
iajs-2483	211	11	that	that	PRON
iajs-2483	211	12	achieve	achieve	VERB
iajs-2483	211	13	real	real	ADJ
iajs-2483	211	14	-	-	PUNCT
iajs-2483	211	15	time	time	NOUN
iajs-2483	211	16	actions	action	NOUN
iajs-2483	211	17	,	,	PUNCT
iajs-2483	211	18	they	they	PRON
iajs-2483	211	19	look	look	VERB
iajs-2483	211	20	very	very	ADV
iajs-2483	211	21	similar	similar	ADJ
iajs-2483	211	22	to	to	ADP
iajs-2483	211	23	agents	agent	NOUN
iajs-2483	211	24	.	.	PUNCT
iajs-2483	212	1	a	a	DET
iajs-2483	212	2	salient	salient	ADJ
iajs-2483	212	3	example	example	NOUN
iajs-2483	212	4	is	be	AUX
iajs-2483	212	5	the	the	DET
iajs-2483	212	6	archon	archon	PROPN
iajs-2483	212	7	infrastructure[2	infrastructure[2	PROPN
iajs-2483	212	8	,	,	PUNCT
iajs-2483	212	9	12	12	NUM
iajs-2483	212	10	]	]	PUNCT
iajs-2483	212	11	.	.	PUNCT
iajs-2483	213	1	7	7	X
iajs-2483	213	2	.	.	X
iajs-2483	213	3	agent	agent	NOUN
iajs-2483	213	4	organization	organization	NOUN
iajs-2483	213	5	the	the	DET
iajs-2483	213	6	organization	organization	NOUN
iajs-2483	213	7	indicates	indicate	VERB
iajs-2483	213	8	the	the	DET
iajs-2483	213	9	method	method	NOUN
iajs-2483	213	10	of	of	ADP
iajs-2483	213	11	communication	communication	NOUN
iajs-2483	213	12	among	among	ADP
iajs-2483	213	13	agents	agent	NOUN
iajs-2483	213	14	that	that	PRON
iajs-2483	213	15	are	be	AUX
iajs-2483	213	16	identified	identify	VERB
iajs-2483	213	17	.	.	PUNCT
iajs-2483	214	1	agents	agent	NOUN
iajs-2483	214	2	can	can	AUX
iajs-2483	214	3	be	be	AUX
iajs-2483	214	4	aggregated	aggregate	VERB
iajs-2483	214	5	based	base	VERB
iajs-2483	214	6	on	on	ADP
iajs-2483	214	7	certain	certain	ADJ
iajs-2483	214	8	properties	property	NOUN
iajs-2483	214	9	such	such	ADJ
iajs-2483	214	10	as	as	ADP
iajs-2483	214	11	objectives	objective	NOUN
iajs-2483	214	12	,	,	PUNCT
iajs-2483	214	13	services	service	NOUN
iajs-2483	214	14	,	,	PUNCT
iajs-2483	214	15	beliefs	belief	NOUN
iajs-2483	214	16	,	,	PUNCT
iajs-2483	214	17	and	and	CCONJ
iajs-2483	214	18	resources[1	resources[1	NOUN
iajs-2483	214	19	,	,	PUNCT
iajs-2483	214	20	2	2	NUM
iajs-2483	214	21	]	]	PUNCT
iajs-2483	214	22	.	.	PUNCT
iajs-2483	215	1	hybrids	hybrid	NOUN
iajs-2483	215	2	of	of	ADP
iajs-2483	215	3	these	these	DET
iajs-2483	215	4	organizational	organizational	ADJ
iajs-2483	215	5	ways	way	NOUN
iajs-2483	215	6	are	be	AUX
iajs-2483	215	7	also	also	ADV
iajs-2483	215	8	potential	potential	ADJ
iajs-2483	215	9	.	.	PUNCT
iajs-2483	216	1	the	the	DET
iajs-2483	216	2	widest	wide	ADJ
iajs-2483	216	3	approaches	approach	NOUN
iajs-2483	216	4	for	for	ADP
iajs-2483	216	5	arranging	arrange	VERB
iajs-2483	216	6	mas	mas	PROPN
iajs-2483	216	7	are	be	AUX
iajs-2483	216	8	explained	explain	VERB
iajs-2483	216	9	and	and	CCONJ
iajs-2483	216	10	depicted	depict	VERB
iajs-2483	216	11	in	in	ADP
iajs-2483	216	12	figure	figure	NOUN
iajs-2483	216	13	6	6	NUM
iajs-2483	216	14	.	.	PUNCT
iajs-2483	217	1	as	as	SCONJ
iajs-2483	217	2	follows	follow	VERB
iajs-2483	217	3	:	:	PUNCT
iajs-2483	217	4	figure	figure	NOUN
iajs-2483	217	5	6	6	NUM
iajs-2483	217	6	.	.	PUNCT
iajs-2483	218	1	mas	mas	PROPN
iajs-2483	218	2	organization	organization	PROPN
iajs-2483	218	3	.	.	PUNCT
iajs-2483	219	1	7.1.flat	7.1.flat	PROPN
iajs-2483	219	2	organization	organization	NOUN
iajs-2483	219	3	this	this	PRON
iajs-2483	219	4	is	be	AUX
iajs-2483	219	5	a	a	DET
iajs-2483	219	6	fundamental	fundamental	ADJ
iajs-2483	219	7	of	of	ADP
iajs-2483	219	8	the	the	DET
iajs-2483	219	9	structure	structure	NOUN
iajs-2483	219	10	where	where	SCONJ
iajs-2483	219	11	all	all	DET
iajs-2483	219	12	agents	agent	NOUN
iajs-2483	219	13	are	be	AUX
iajs-2483	219	14	considered	consider	VERB
iajs-2483	219	15	equivalent	equivalent	ADJ
iajs-2483	219	16	.	.	PUNCT
iajs-2483	220	1	in	in	ADP
iajs-2483	220	2	this	this	DET
iajs-2483	220	3	organization	organization	NOUN
iajs-2483	220	4	,	,	PUNCT
iajs-2483	220	5	each	each	DET
iajs-2483	220	6	agent	agent	NOUN
iajs-2483	220	7	may	may	AUX
iajs-2483	220	8	communicate	communicate	VERB
iajs-2483	220	9	instantaneously	instantaneously	ADV
iajs-2483	220	10	with	with	ADP
iajs-2483	220	11	other	other	ADJ
iajs-2483	220	12	agents	agent	NOUN
iajs-2483	220	13	.	.	PUNCT
iajs-2483	221	1	there	there	PRON
iajs-2483	221	2	is	be	VERB
iajs-2483	221	3	no	no	DET
iajs-2483	221	4	specific	specific	ADJ
iajs-2483	221	5	leader	leader	NOUN
iajs-2483	221	6	agent	agent	NOUN
iajs-2483	221	7	and	and	CCONJ
iajs-2483	221	8	each	each	DET
iajs-2483	221	9	agent	agent	NOUN
iajs-2483	221	10	can	can	AUX
iajs-2483	221	11	contact	contact	VERB
iajs-2483	221	12	any	any	PRON
iajs-2483	221	13	of	of	ADP
iajs-2483	221	14	the	the	DET
iajs-2483	221	15	other	other	ADJ
iajs-2483	221	16	neighboring	neighboring	NOUN
iajs-2483	221	17	agents	agent	NOUN
iajs-2483	221	18	.	.	PUNCT
iajs-2483	222	1	these	these	PRON
iajs-2483	222	2	are	be	AUX
iajs-2483	222	3	no	no	DET
iajs-2483	222	4	proposed	propose	VERB
iajs-2483	222	5	control	control	NOUN
iajs-2483	222	6	of	of	ADP
iajs-2483	222	7	an	an	DET
iajs-2483	222	8	agent	agent	NOUN
iajs-2483	222	9	on	on	ADP
iajs-2483	222	10	all	all	DET
iajs-2483	222	11	others	other	NOUN
iajs-2483	222	12	.	.	PUNCT
iajs-2483	223	1	this	this	PRON
iajs-2483	223	2	requires	require	VERB
iajs-2483	223	3	that	that	SCONJ
iajs-2483	223	4	the	the	DET
iajs-2483	223	5	system	system	NOUN
iajs-2483	223	6	must	must	AUX
iajs-2483	223	7	be	be	AUX
iajs-2483	223	8	closed	close	VERB
iajs-2483	223	9	in	in	ADP
iajs-2483	223	10	such	such	DET
iajs-2483	223	11	a	a	DET
iajs-2483	223	12	way	way	NOUN
iajs-2483	223	13	that	that	PRON
iajs-2483	223	14	every	every	DET
iajs-2483	223	15	agent	agent	NOUN
iajs-2483	223	16	must	must	AUX
iajs-2483	223	17	know	know	VERB
iajs-2483	223	18	everything	everything	PRON
iajs-2483	223	19	about	about	ADP
iajs-2483	223	20	other	other	ADJ
iajs-2483	223	21	agents	agent	NOUN
iajs-2483	223	22	in	in	ADP
iajs-2483	223	23	advance	advance	NOUN
iajs-2483	223	24	.	.	PUNCT
iajs-2483	224	1	in	in	ADP
iajs-2483	224	2	the	the	DET
iajs-2483	224	3	case	case	NOUN
iajs-2483	224	4	of	of	ADP
iajs-2483	224	5	an	an	DET
iajs-2483	224	6	open	open	ADJ
iajs-2483	224	7	system	system	NOUN
iajs-2483	224	8	,	,	PUNCT
iajs-2483	224	9	an	an	DET
iajs-2483	224	10	agent	agent	NOUN
iajs-2483	224	11	determining	determine	VERB
iajs-2483	224	12	position	position	NOUN
iajs-2483	224	13	methodology	methodology	NOUN
iajs-2483	224	14	should	should	AUX
iajs-2483	224	15	offer	offer	VERB
iajs-2483	224	16	a	a	DET
iajs-2483	224	17	piece	piece	NOUN
iajs-2483	224	18	of	of	ADP
iajs-2483	224	19	the	the	DET
iajs-2483	224	20	structure	structure	NOUN
iajs-2483	224	21	[	[	X
iajs-2483	224	22	2	2	NUM
iajs-2483	224	23	]	]	PUNCT
iajs-2483	224	24	.	.	PUNCT
iajs-2483	225	1	this	this	DET
iajs-2483	225	2	organization	organization	NOUN
iajs-2483	225	3	has	have	VERB
iajs-2483	225	4	beneficial	beneficial	ADJ
iajs-2483	225	5	advantages	advantage	NOUN
iajs-2483	225	6	because	because	SCONJ
iajs-2483	225	7	it	it	PRON
iajs-2483	225	8	provides	provide	VERB
iajs-2483	225	9	agents	agent	NOUN
iajs-2483	225	10	the	the	DET
iajs-2483	225	11	autonomy	autonomy	NOUN
iajs-2483	225	12	and	and	CCONJ
iajs-2483	225	13	openness	openness	NOUN
iajs-2483	225	14	of	of	ADP
iajs-2483	225	15	the	the	DET
iajs-2483	225	16	agents	agent	NOUN
iajs-2483	225	17	-	-	PUNCT
iajs-2483	225	18	based	base	VERB
iajs-2483	225	19	system	system	NOUN
iajs-2483	225	20	.	.	PUNCT
iajs-2483	226	1	it	it	PRON
iajs-2483	226	2	also	also	ADV
iajs-2483	226	3	permits	permit	VERB
iajs-2483	226	4	changes	change	NOUN
iajs-2483	226	5	in	in	ADP
iajs-2483	226	6	the	the	DET
iajs-2483	226	7	dynamic	dynamic	ADJ
iajs-2483	226	8	arrangements	arrangement	NOUN
iajs-2483	226	9	of	of	ADP
iajs-2483	226	10	an	an	DET
iajs-2483	226	11	organization	organization	NOUN
iajs-2483	226	12	and	and	CCONJ
iajs-2483	226	13	the	the	DET
iajs-2483	226	14	environment	environment	NOUN
iajs-2483	226	15	.	.	PUNCT
iajs-2483	227	1	the	the	DET
iajs-2483	227	2	openness	openness	NOUN
iajs-2483	227	3	may	may	AUX
iajs-2483	227	4	result	result	VERB
iajs-2483	227	5	in	in	ADP
iajs-2483	227	6	overheads	overhead	NOUN
iajs-2483	227	7	in	in	ADP
iajs-2483	227	8	communication	communication	NOUN
iajs-2483	227	9	as	as	ADV
iajs-2483	227	10	well	well	ADV
iajs-2483	227	11	as	as	ADP
iajs-2483	227	12	the	the	DET
iajs-2483	227	13	requirement	requirement	NOUN
iajs-2483	227	14	of	of	ADP
iajs-2483	227	15	agent	agent	NOUN
iajs-2483	227	16	determining	determine	VERB
iajs-2483	227	17	position	position	NOUN
iajs-2483	227	18	mechanisms	mechanism	NOUN
iajs-2483	227	19	.	.	PUNCT
iajs-2483	228	1	the	the	DET
iajs-2483	228	2	inference	inference	NOUN
iajs-2483	228	3	that	that	PRON
iajs-2483	228	4	an	an	DET
iajs-2483	228	5	agent	agent	NOUN
iajs-2483	228	6	achieves	achieve	VERB
iajs-2483	228	7	in	in	ADP
iajs-2483	228	8	a	a	DET
iajs-2483	228	9	flat	flat	ADJ
iajs-2483	228	10	organization	organization	NOUN
iajs-2483	228	11	and	and	CCONJ
iajs-2483	228	12	the	the	DET
iajs-2483	228	13	computational	computational	ADJ
iajs-2483	228	14	overhead	overhead	NOUN
iajs-2483	228	15	regarding	regard	VERB
iajs-2483	228	16	other	other	ADJ
iajs-2483	228	17	agents	agent	NOUN
iajs-2483	228	18	will	will	AUX
iajs-2483	228	19	increase	increase	VERB
iajs-2483	228	20	significantly	significantly	ADV
iajs-2483	228	21	[	[	X
iajs-2483	228	22	9,10	9,10	NUM
iajs-2483	228	23	]	]	X
iajs-2483	228	24	.	.	PUNCT
iajs-2483	228	25	  	  	SPACE
iajs-2483	229	1	197	197	NUM
iajs-2483	229	2	ibn	ibn	PROPN
iajs-2483	229	3	al	al	PROPN
iajs-2483	229	4	-	-	PUNCT
iajs-2483	229	5	haitham	haitham	PROPN
iajs-2483	229	6	jour	jour	X
iajs-2483	229	7	.	.	PROPN
iajs-2483	229	8	for	for	ADP
iajs-2483	229	9	pure	pure	ADJ
iajs-2483	229	10	&	&	CCONJ
iajs-2483	229	11	appl	appl	PROPN
iajs-2483	229	12	.	.	PUNCT
iajs-2483	230	1	sci	sci	PROPN
iajs-2483	230	2	.	.	PROPN
iajs-2483	231	1	33	33	NUM
iajs-2483	231	2	(	(	PUNCT
iajs-2483	231	3	3	3	NUM
iajs-2483	231	4	)	)	PUNCT
iajs-2483	231	5	2020	2020	NUM
iajs-2483	232	1	7.2.hierarchical	7.2.hierarchical	NUM
iajs-2483	232	2	organization	organization	NOUN
iajs-2483	232	3	this	this	DET
iajs-2483	232	4	organization	organization	NOUN
iajs-2483	232	5	is	be	AUX
iajs-2483	232	6	one	one	NUM
iajs-2483	232	7	of	of	ADP
iajs-2483	232	8	the	the	DET
iajs-2483	232	9	basics	basic	NOUN
iajs-2483	232	10	and	and	CCONJ
iajs-2483	232	11	the	the	DET
iajs-2483	232	12	oldest	old	ADJ
iajs-2483	232	13	organizational	organizational	ADJ
iajs-2483	232	14	structures	structure	NOUN
iajs-2483	232	15	.	.	PUNCT
iajs-2483	233	1	in	in	ADP
iajs-2483	233	2	this	this	DET
iajs-2483	233	3	organization	organization	NOUN
iajs-2483	233	4	,	,	PUNCT
iajs-2483	233	5	the	the	DET
iajs-2483	233	6	agents	agent	NOUN
iajs-2483	233	7	are	be	AUX
iajs-2483	233	8	organized	organize	VERB
iajs-2483	233	9	in	in	ADP
iajs-2483	233	10	tree	tree	NOUN
iajs-2483	233	11	-	-	PUNCT
iajs-2483	233	12	like	like	ADJ
iajs-2483	233	13	architecture	architecture	NOUN
iajs-2483	233	14	.	.	PUNCT
iajs-2483	234	1	the	the	DET
iajs-2483	234	2	agents	agent	NOUN
iajs-2483	234	3	at	at	ADP
iajs-2483	234	4	various	various	ADJ
iajs-2483	234	5	layers	layer	NOUN
iajs-2483	234	6	of	of	ADP
iajs-2483	234	7	the	the	DET
iajs-2483	234	8	tree	tree	NOUN
iajs-2483	234	9	have	have	VERB
iajs-2483	234	10	distinct	distinct	ADJ
iajs-2483	234	11	autonomies	autonomy	NOUN
iajs-2483	234	12	.	.	PUNCT
iajs-2483	235	1	the	the	DET
iajs-2483	235	2	data	datum	NOUN
iajs-2483	235	3	from	from	ADP
iajs-2483	235	4	lower	low	ADJ
iajs-2483	235	5	layers	layer	NOUN
iajs-2483	235	6	can	can	AUX
iajs-2483	235	7	follow	follow	VERB
iajs-2483	235	8	up	up	ADP
iajs-2483	235	9	higher	high	ADJ
iajs-2483	235	10	to	to	ADP
iajs-2483	235	11	the	the	DET
iajs-2483	235	12	agents	agent	NOUN
iajs-2483	235	13	in	in	ADP
iajs-2483	235	14	the	the	DET
iajs-2483	235	15	higher	high	ADJ
iajs-2483	235	16	levels[1	levels[1	NOUN
iajs-2483	235	17	]	]	PUNCT
iajs-2483	235	18	.	.	PUNCT
iajs-2483	236	1	the	the	DET
iajs-2483	236	2	controlling	controlling	NOUN
iajs-2483	236	3	signals	signal	NOUN
iajs-2483	236	4	may	may	AUX
iajs-2483	236	5	follow	follow	VERB
iajs-2483	236	6	from	from	ADP
iajs-2483	236	7	higher	high	ADJ
iajs-2483	236	8	levels	level	NOUN
iajs-2483	236	9	to	to	ADP
iajs-2483	236	10	lower	low	ADJ
iajs-2483	236	11	levels	level	NOUN
iajs-2483	236	12	.	.	PUNCT
iajs-2483	237	1	figure	figure	NOUN
iajs-2483	237	2	7	7	NUM
iajs-2483	237	3	.	.	NOUN
iajs-2483	237	4	depicts	depict	VERB
iajs-2483	237	5	the	the	DET
iajs-2483	237	6	hierarchical	hierarchical	ADJ
iajs-2483	237	7	organization[2	organization[2	NOUN
iajs-2483	237	8	,	,	PUNCT
iajs-2483	237	9	3	3	NUM
iajs-2483	237	10	]	]	PUNCT
iajs-2483	237	11	.	.	PUNCT
iajs-2483	238	1	figure	figure	NOUN
iajs-2483	238	2	7	7	NUM
iajs-2483	238	3	.	.	PUNCT
iajs-2483	239	1	the	the	DET
iajs-2483	239	2	hierarchical	hierarchical	ADJ
iajs-2483	239	3	organization[2	organization[2	NOUN
iajs-2483	239	4	]	]	PUNCT
iajs-2483	239	5	.	.	PUNCT
iajs-2483	240	1	hierarchal	hierarchal	ADJ
iajs-2483	240	2	architecture	architecture	NOUN
iajs-2483	240	3	can	can	AUX
iajs-2483	240	4	be	be	AUX
iajs-2483	240	5	divided	divide	VERB
iajs-2483	240	6	into	into	ADP
iajs-2483	240	7	two	two	NUM
iajs-2483	240	8	types	type	NOUN
iajs-2483	240	9	;	;	PUNCT
iajs-2483	240	10	simple	simple	ADJ
iajs-2483	240	11	and	and	CCONJ
iajs-2483	240	12	uniform	uniform	ADJ
iajs-2483	240	13	structure	structure	NOUN
iajs-2483	240	14	based	base	VERB
iajs-2483	240	15	on	on	ADP
iajs-2483	240	16	the	the	DET
iajs-2483	240	17	control	control	NOUN
iajs-2483	240	18	distribution	distribution	NOUN
iajs-2483	240	19	among	among	ADP
iajs-2483	240	20	agents	agent	NOUN
iajs-2483	240	21	.	.	PUNCT
iajs-2483	241	1	1	1	X
iajs-2483	241	2	.	.	X
iajs-2483	241	3	simple	simple	ADJ
iajs-2483	241	4	hierarchy	hierarchy	NOUN
iajs-2483	241	5	in	in	ADP
iajs-2483	241	6	this	this	DET
iajs-2483	241	7	hierarchy	hierarchy	NOUN
iajs-2483	241	8	,	,	PUNCT
iajs-2483	241	9	the	the	DET
iajs-2483	241	10	decision	decision	NOUN
iajs-2483	241	11	-	-	PUNCT
iajs-2483	241	12	making	make	VERB
iajs-2483	241	13	process	process	NOUN
iajs-2483	241	14	and	and	CCONJ
iajs-2483	241	15	authorization	authorization	NOUN
iajs-2483	241	16	are	be	AUX
iajs-2483	241	17	exclusive	exclusive	ADJ
iajs-2483	241	18	by	by	ADP
iajs-2483	241	19	the	the	DET
iajs-2483	241	20	root	root	NOUN
iajs-2483	241	21	agent	agent	NOUN
iajs-2483	241	22	of	of	ADP
iajs-2483	241	23	the	the	DET
iajs-2483	241	24	hierarchy	hierarchy	NOUN
iajs-2483	241	25	.	.	PUNCT
iajs-2483	242	1	the	the	DET
iajs-2483	242	2	drawback	drawback	NOUN
iajs-2483	242	3	of	of	ADP
iajs-2483	242	4	the	the	DET
iajs-2483	242	5	simple	simple	ADJ
iajs-2483	242	6	structure	structure	NOUN
iajs-2483	242	7	is	be	AUX
iajs-2483	242	8	that	that	SCONJ
iajs-2483	242	9	the	the	DET
iajs-2483	242	10	root	root	NOUN
iajs-2483	242	11	agent	agent	NOUN
iajs-2483	242	12	can	can	AUX
iajs-2483	242	13	be	be	AUX
iajs-2483	242	14	single	single	ADJ
iajs-2483	242	15	at	at	ADP
iajs-2483	242	16	a	a	DET
iajs-2483	242	17	point	point	NOUN
iajs-2483	242	18	of	of	ADP
iajs-2483	242	19	failure	failure	NOUN
iajs-2483	242	20	and	and	CCONJ
iajs-2483	242	21	may	may	AUX
iajs-2483	242	22	lead	lead	VERB
iajs-2483	242	23	the	the	DET
iajs-2483	242	24	system	system	NOUN
iajs-2483	242	25	to	to	ADP
iajs-2483	242	26	fail[2	fail[2	PROPN
iajs-2483	242	27	,	,	PUNCT
iajs-2483	242	28	9	9	NUM
iajs-2483	242	29	]	]	PUNCT
iajs-2483	242	30	.	.	PUNCT
iajs-2483	243	1	2	2	X
iajs-2483	243	2	.	.	X
iajs-2483	243	3	uniform	uniform	ADJ
iajs-2483	243	4	hierarchy	hierarchy	NOUN
iajs-2483	243	5	in	in	ADP
iajs-2483	243	6	this	this	DET
iajs-2483	243	7	hierarchy	hierarchy	NOUN
iajs-2483	243	8	,	,	PUNCT
iajs-2483	243	9	the	the	DET
iajs-2483	243	10	management	management	NOUN
iajs-2483	243	11	and	and	CCONJ
iajs-2483	243	12	authorization	authorization	NOUN
iajs-2483	243	13	are	be	AUX
iajs-2483	243	14	distributed	distribute	VERB
iajs-2483	243	15	between	between	ADP
iajs-2483	243	16	different	different	ADJ
iajs-2483	243	17	agents	agent	NOUN
iajs-2483	243	18	to	to	PART
iajs-2483	243	19	improve	improve	VERB
iajs-2483	243	20	the	the	DET
iajs-2483	243	21	reliability	reliability	NOUN
iajs-2483	243	22	,	,	PUNCT
iajs-2483	243	23	and	and	CCONJ
iajs-2483	243	24	fault	fault	VERB
iajs-2483	243	25	tolerance	tolerance	NOUN
iajs-2483	243	26	to	to	PART
iajs-2483	243	27	have	have	VERB
iajs-2483	243	28	a	a	DET
iajs-2483	243	29	smooth	smooth	ADJ
iajs-2483	243	30	downgrading	downgrading	NOUN
iajs-2483	243	31	of	of	ADP
iajs-2483	243	32	the	the	DET
iajs-2483	243	33	system	system	NOUN
iajs-2483	243	34	if	if	SCONJ
iajs-2483	243	35	any	any	DET
iajs-2483	243	36	failure	failure	NOUN
iajs-2483	243	37	happens	happen	VERB
iajs-2483	243	38	.	.	PUNCT
iajs-2483	244	1	in	in	ADP
iajs-2483	244	2	the	the	DET
iajs-2483	244	3	uniform	uniform	ADJ
iajs-2483	244	4	method	method	NOUN
iajs-2483	244	5	,	,	PUNCT
iajs-2483	244	6	multiple	multiple	ADJ
iajs-2483	244	7	agents	agent	NOUN
iajs-2483	244	8	are	be	AUX
iajs-2483	244	9	authorized	authorize	VERB
iajs-2483	244	10	in	in	ADP
iajs-2483	244	11	the	the	DET
iajs-2483	244	12	tree	tree	NOUN
iajs-2483	244	13	which	which	PRON
iajs-2483	244	14	means	mean	VERB
iajs-2483	244	15	that	that	SCONJ
iajs-2483	244	16	in	in	ADP
iajs-2483	244	17	addition	addition	NOUN
iajs-2483	244	18	to	to	ADP
iajs-2483	244	19	the	the	DET
iajs-2483	244	20	single	single	ADJ
iajs-2483	244	21	-	-	PUNCT
iajs-2483	244	22	agent	agent	NOUN
iajs-2483	244	23	at	at	ADP
iajs-2483	244	24	a	a	DET
iajs-2483	244	25	higher	high	ADJ
iajs-2483	244	26	level	level	NOUN
iajs-2483	244	27	of	of	ADP
iajs-2483	244	28	(	(	PUNCT
iajs-2483	244	29	root	root	NOUN
iajs-2483	244	30	agent	agent	NOUN
iajs-2483	244	31	)	)	PUNCT
iajs-2483	244	32	,	,	PUNCT
iajs-2483	244	33	all	all	PRON
iajs-2483	244	34	or	or	CCONJ
iajs-2483	244	35	certain	certain	ADJ
iajs-2483	244	36	parents	parent	NOUN
iajs-2483	244	37	agents	agent	NOUN
iajs-2483	244	38	can	can	AUX
iajs-2483	244	39	manage	manage	VERB
iajs-2483	244	40	and	and	CCONJ
iajs-2483	244	41	control	control	VERB
iajs-2483	244	42	their	their	PRON
iajs-2483	244	43	child	child	NOUN
iajs-2483	244	44	agents	agent	NOUN
iajs-2483	244	45	in	in	ADP
iajs-2483	244	46	the	the	DET
iajs-2483	244	47	tree	tree	NOUN
iajs-2483	244	48	[	[	X
iajs-2483	244	49	2	2	NUM
iajs-2483	244	50	]	]	PUNCT
iajs-2483	244	51	.	.	PUNCT
iajs-2483	245	1	the	the	DET
iajs-2483	245	2	decision	decision	NOUN
iajs-2483	245	3	-	-	PUNCT
iajs-2483	245	4	making	make	VERB
iajs-2483	245	5	process	process	NOUN
iajs-2483	245	6	is	be	AUX
iajs-2483	245	7	taken	take	VERB
iajs-2483	245	8	by	by	ADP
iajs-2483	245	9	appropriate	appropriate	ADJ
iajs-2483	245	10	agents	agent	NOUN
iajs-2483	245	11	which	which	PRON
iajs-2483	245	12	have	have	VERB
iajs-2483	245	13	sufficient	sufficient	ADJ
iajs-2483	245	14	information	information	NOUN
iajs-2483	245	15	.	.	PUNCT
iajs-2483	246	1	the	the	DET
iajs-2483	246	2	decisions	decision	NOUN
iajs-2483	246	3	are	be	AUX
iajs-2483	246	4	transmitted	transmit	VERB
iajs-2483	246	5	upward	upward	ADV
iajs-2483	246	6	in	in	ADP
iajs-2483	246	7	the	the	DET
iajs-2483	246	8	tree	tree	NOUN
iajs-2483	246	9	in	in	ADP
iajs-2483	246	10	case	case	NOUN
iajs-2483	246	11	if	if	SCONJ
iajs-2483	246	12	there	there	PRON
iajs-2483	246	13	is	be	VERB
iajs-2483	246	14	a	a	DET
iajs-2483	246	15	contradiction	contradiction	NOUN
iajs-2483	246	16	among	among	ADP
iajs-2483	246	17	agents[2	agents[2	PROPN
iajs-2483	246	18	,	,	PUNCT
iajs-2483	246	19	10	10	NUM
iajs-2483	246	20	]	]	PUNCT
iajs-2483	246	21	.	.	PUNCT
iajs-2483	247	1	7.3.holonic	7.3.holonic	NUM
iajs-2483	247	2	organization	organization	NOUN
iajs-2483	247	3	in	in	ADP
iajs-2483	247	4	this	this	DET
iajs-2483	247	5	organization	organization	NOUN
iajs-2483	247	6	,	,	PUNCT
iajs-2483	247	7	agents	agent	NOUN
iajs-2483	247	8	are	be	AUX
iajs-2483	247	9	arranged	arrange	VERB
iajs-2483	247	10	in	in	ADP
iajs-2483	247	11	several	several	ADJ
iajs-2483	247	12	groups	group	NOUN
iajs-2483	247	13	known	know	VERB
iajs-2483	247	14	as	as	ADP
iajs-2483	247	15	holons	holon	NOUN
iajs-2483	247	16	depending	depend	VERB
iajs-2483	247	17	on	on	ADP
iajs-2483	247	18	certain	certain	ADJ
iajs-2483	247	19	properties	property	NOUN
iajs-2483	247	20	,	,	PUNCT
iajs-2483	247	21	for	for	ADP
iajs-2483	247	22	example	example	NOUN
iajs-2483	247	23	,	,	PUNCT
iajs-2483	247	24	the	the	DET
iajs-2483	247	25	heterogeneity	heterogeneity	NOUN
iajs-2483	247	26	and	and	CCONJ
iajs-2483	247	27	the	the	DET
iajs-2483	247	28	sensation	sensation	NOUN
iajs-2483	247	29	capability	capability	NOUN
iajs-2483	247	30	[	[	X
iajs-2483	247	31	1	1	NUM
iajs-2483	247	32	]	]	PUNCT
iajs-2483	247	33	.	.	PUNCT
iajs-2483	248	1	in	in	ADP
iajs-2483	248	2	holonic	holonic	ADJ
iajs-2483	248	3	system	system	NOUN
iajs-2483	248	4	,	,	PUNCT
iajs-2483	248	5	an	an	DET
iajs-2483	248	6	agent	agent	NOUN
iajs-2483	248	7	that	that	PRON
iajs-2483	248	8	is	be	AUX
iajs-2483	248	9	a	a	DET
iajs-2483	248	10	singular	singular	ADJ
iajs-2483	248	11	component	component	NOUN
iajs-2483	248	12	may	may	AUX
iajs-2483	248	13	have	have	AUX
iajs-2483	248	14	consisted	consist	VERB
iajs-2483	248	15	of	of	ADP
iajs-2483	248	16	sub	sub	NOUN
iajs-2483	248	17	-	-	NOUN
iajs-2483	248	18	agents	agent	NOUN
iajs-2483	248	19	surrounded	surround	VERB
iajs-2483	248	20	by	by	ADP
iajs-2483	248	21	commitments	commitment	NOUN
iajs-2483	248	22	.	.	PUNCT
iajs-2483	249	1	these	these	DET
iajs-2483	249	2	sub	sub	NOUN
iajs-2483	249	3	agents	agent	NOUN
iajs-2483	249	4	are	be	AUX
iajs-2483	249	5	not	not	PART
iajs-2483	249	6	surrounded	surround	VERB
iajs-2483	249	7	by	by	ADP
iajs-2483	249	8	restrictions	restriction	NOUN
iajs-2483	249	9	or	or	CCONJ
iajs-2483	249	10	by	by	ADP
iajs-2483	249	11	pre	pre	ADJ
iajs-2483	249	12	-	-	ADJ
iajs-2483	249	13	determined	determined	ADJ
iajs-2483	249	14	rules	rule	NOUN
iajs-2483	249	15	,	,	PUNCT
iajs-2483	249	16	but	but	CCONJ
iajs-2483	249	17	just	just	ADV
iajs-2483	249	18	via	via	ADP
iajs-2483	249	19	commitments	commitment	NOUN
iajs-2483	249	20	which	which	PRON
iajs-2483	249	21	indicate	indicate	VERB
iajs-2483	249	22	the	the	DET
iajs-2483	249	23	agreed	agree	VERB
iajs-2483	249	24	relation	relation	NOUN
iajs-2483	249	25	to	to	ADP
iajs-2483	249	26	all	all	PRON
iajs-2483	249	27	of	of	ADP
iajs-2483	249	28	the	the	DET
iajs-2483	249	29	collaborative	collaborative	ADJ
iajs-2483	249	30	and	and	CCONJ
iajs-2483	249	31	shared	share	VERB
iajs-2483	249	32	agents	agent	NOUN
iajs-2483	249	33	in	in	ADP
iajs-2483	249	34	the	the	DET
iajs-2483	249	35	holon[3	holon[3	PROPN
iajs-2483	249	36	,	,	PUNCT
iajs-2483	249	37	9	9	NUM
iajs-2483	249	38	]	]	PUNCT
iajs-2483	249	39	.	.	PUNCT
iajs-2483	250	1	each	each	DET
iajs-2483	250	2	holon	holon	NOUN
iajs-2483	250	3	chooses	choose	VERB
iajs-2483	250	4	a	a	DET
iajs-2483	250	5	head	head	NOUN
iajs-2483	250	6	agent	agent	NOUN
iajs-2483	250	7	that	that	PRON
iajs-2483	250	8	can	can	AUX
iajs-2483	250	9	connect	connect	VERB
iajs-2483	250	10	with	with	ADP
iajs-2483	250	11	other	other	ADJ
iajs-2483	250	12	agents	agent	NOUN
iajs-2483	250	13	or	or	CCONJ
iajs-2483	250	14	with	with	ADP
iajs-2483	250	15	the	the	DET
iajs-2483	250	16	environment	environment	NOUN
iajs-2483	250	17	itself	itself	PRON
iajs-2483	250	18	.	.	PUNCT
iajs-2483	251	1	the	the	DET
iajs-2483	251	2	assignment	assignment	NOUN
iajs-2483	251	3	of	of	ADP
iajs-2483	251	4	the	the	DET
iajs-2483	251	5	head	head	NOUN
iajs-2483	251	6	agent	agent	NOUN
iajs-2483	251	7	depends	depend	VERB
iajs-2483	251	8	on	on	ADP
iajs-2483	251	9	the	the	DET
iajs-2483	251	10	availability	availability	NOUN
iajs-2483	251	11	of	of	ADP
iajs-2483	251	12	recourses	recourse	NOUN
iajs-2483	251	13	,	,	PUNCT
iajs-2483	251	14	connection	connection	NOUN
iajs-2483	251	15	ability	ability	NOUN
iajs-2483	251	16	and	and	CCONJ
iajs-2483	251	17	internal	internal	ADJ
iajs-2483	251	18	structure	structure	NOUN
iajs-2483	251	19	of	of	ADP
iajs-2483	251	20	each	each	DET
iajs-2483	251	21	agent	agent	NOUN
iajs-2483	251	22	.	.	PUNCT
iajs-2483	252	1	in	in	ADP
iajs-2483	252	2	the	the	DET
iajs-2483	252	3	homogenous	homogenous	ADJ
iajs-2483	252	4	system	system	NOUN
iajs-2483	252	5	,	,	PUNCT
iajs-2483	252	6	the	the	DET
iajs-2483	252	7	choosing	choosing	NOUN
iajs-2483	252	8	of	of	ADP
iajs-2483	252	9	a	a	DET
iajs-2483	252	10	head	head	NOUN
iajs-2483	252	11	agent	agent	NOUN
iajs-2483	252	12	is	be	AUX
iajs-2483	252	13	depended	depend	VERB
iajs-2483	252	14	on	on	ADP
iajs-2483	252	15	the	the	DET
iajs-2483	252	16	agent	agent	NOUN
iajs-2483	252	17	capability	capability	NOUN
iajs-2483	252	18	such	such	DET
iajs-2483	252	19	that	that	SCONJ
iajs-2483	252	20	the	the	DET
iajs-2483	252	21	formed	form	VERB
iajs-2483	252	22	holons	holon	NOUN
iajs-2483	252	23	may	may	AUX
iajs-2483	252	24	be	be	AUX
iajs-2483	252	25	aggregated	aggregate	VERB
iajs-2483	252	26	further	far	ADV
iajs-2483	252	27	according	accord	VERB
iajs-2483	252	28	to	to	ADP
iajs-2483	252	29	the	the	DET
iajs-2483	252	30	beneficial	beneficial	ADJ
iajs-2483	252	31	advantages	advantage	NOUN
iajs-2483	252	32	in	in	ADP
iajs-2483	252	33	forming	form	VERB
iajs-2483	252	34	the	the	DET
iajs-2483	252	35	structures	structure	NOUN
iajs-2483	252	36	in	in	ADP
iajs-2483	252	37	order	order	NOUN
iajs-2483	252	38	to	to	PART
iajs-2483	252	39	form	form	VERB
iajs-2483	252	40	super	super	ADJ
iajs-2483	252	41	agent7	agent7	ADJ
iajs-2483	252	42	agent1	agent1	ADJ
iajs-2483	252	43	agent3agent2	agent3agent2	NOUN
iajs-2483	252	44	  	  	SPACE
iajs-2483	252	45	agent4	agent4	PUNCT
iajs-2483	253	1	agent5	agent5	PROPN
iajs-2483	254	1	agent6	agent6	PROPN
iajs-2483	254	2	  	  	SPACE
iajs-2483	254	3	198	198	NUM
iajs-2483	254	4	ibn	ibn	PROPN
iajs-2483	254	5	al	al	PROPN
iajs-2483	254	6	-	-	PUNCT
iajs-2483	254	7	haitham	haitham	PROPN
iajs-2483	254	8	jour	jour	X
iajs-2483	254	9	.	.	PROPN
iajs-2483	255	1	for	for	ADP
iajs-2483	255	2	pure	pure	ADJ
iajs-2483	255	3	&	&	CCONJ
iajs-2483	255	4	appl	appl	PROPN
iajs-2483	255	5	.	.	PUNCT
iajs-2483	256	1	sci	sci	PROPN
iajs-2483	256	2	.	.	PROPN
iajs-2483	257	1	33	33	NUM
iajs-2483	257	2	(	(	PUNCT
iajs-2483	257	3	3	3	NUM
iajs-2483	257	4	)	)	PUNCT
iajs-2483	257	5	2020	2020	NUM
iajs-2483	257	6	holons[1	holons[1	PROPN
iajs-2483	257	7	,	,	PUNCT
iajs-2483	257	8	2	2	NUM
iajs-2483	257	9	,	,	PUNCT
iajs-2483	257	10	10	10	NUM
iajs-2483	257	11	]	]	PUNCT
iajs-2483	257	12	.	.	PUNCT
iajs-2483	258	1	figure	figure	NOUN
iajs-2483	258	2	8	8	NUM
iajs-2483	258	3	.	.	PUNCT
iajs-2483	258	4	depicts	depict	VERB
iajs-2483	258	5	the	the	DET
iajs-2483	258	6	super	super	ADJ
iajs-2483	258	7	holon	holon	NOUN
iajs-2483	258	8	which	which	PRON
iajs-2483	258	9	is	be	AUX
iajs-2483	258	10	formed	form	VERB
iajs-2483	258	11	by	by	ADP
iajs-2483	258	12	aggregating	aggregate	VERB
iajs-2483	258	13	two	two	NUM
iajs-2483	258	14	holons	holon	NOUN
iajs-2483	258	15	.	.	PUNCT
iajs-2483	259	1	figure	figure	VERB
iajs-2483	259	2	8	8	NUM
iajs-2483	259	3	.	.	PUNCT
iajs-2483	260	1	the	the	DET
iajs-2483	260	2	stracture	stracture	NOUN
iajs-2483	260	3	of	of	ADP
iajs-2483	260	4	super	super	ADJ
iajs-2483	260	5	holon	holon	NOUN
iajs-2483	260	6	and	and	CCONJ
iajs-2483	260	7	subrholons	subrholon	NOUN
iajs-2483	260	8	[	[	X
iajs-2483	260	9	2	2	NUM
iajs-2483	260	10	]	]	PUNCT
iajs-2483	260	11	.	.	PUNCT
iajs-2483	261	1	agents	agent	NOUN
iajs-2483	261	2	numbered	number	VERB
iajs-2483	261	3	1	1	NUM
iajs-2483	261	4	and	and	CCONJ
iajs-2483	261	5	4	4	NUM
iajs-2483	261	6	are	be	AUX
iajs-2483	261	7	the	the	DET
iajs-2483	261	8	head	head	NOUN
iajs-2483	261	9	agents	agent	NOUN
iajs-2483	261	10	of	of	ADP
iajs-2483	261	11	the	the	DET
iajs-2483	261	12	two	two	NUM
iajs-2483	261	13	holons	holon	NOUN
iajs-2483	261	14	and	and	CCONJ
iajs-2483	261	15	are	be	AUX
iajs-2483	261	16	connected	connect	VERB
iajs-2483	261	17	with	with	ADP
iajs-2483	261	18	agent	agent	NOUN
iajs-2483	261	19	7	7	NUM
iajs-2483	261	20	which	which	PRON
iajs-2483	261	21	is	be	AUX
iajs-2483	261	22	the	the	DET
iajs-2483	261	23	super	super	ADJ
iajs-2483	261	24	holon	holon	PROPN
iajs-2483	261	25	head	head	PROPN
iajs-2483	261	26	.	.	PUNCT
iajs-2483	262	1	the	the	DET
iajs-2483	262	2	structure	structure	NOUN
iajs-2483	262	3	is	be	AUX
iajs-2483	262	4	similar	similar	ADJ
iajs-2483	262	5	to	to	ADP
iajs-2483	262	6	the	the	DET
iajs-2483	262	7	hierarchical	hierarchical	ADJ
iajs-2483	262	8	architecture	architecture	NOUN
iajs-2483	262	9	.	.	PUNCT
iajs-2483	263	1	however	however	ADV
iajs-2483	263	2	,	,	PUNCT
iajs-2483	263	3	the	the	DET
iajs-2483	263	4	overlapping	overlapping	NOUN
iajs-2483	263	5	of	of	ADP
iajs-2483	263	6	agents	agent	NOUN
iajs-2483	263	7	that	that	PRON
iajs-2483	263	8	forms	form	VERB
iajs-2483	263	9	part	part	NOUN
iajs-2483	263	10	of	of	ADP
iajs-2483	263	11	two	two	NUM
iajs-2483	263	12	distinct	distinct	ADJ
iajs-2483	263	13	holons	holon	NOUN
iajs-2483	263	14	is	be	AUX
iajs-2483	263	15	permitted	permit	VERB
iajs-2483	263	16	.	.	PUNCT
iajs-2483	264	1	the	the	DET
iajs-2483	264	2	advantage	advantage	NOUN
iajs-2483	264	3	of	of	ADP
iajs-2483	264	4	a	a	DET
iajs-2483	264	5	holonic	holonic	ADJ
iajs-2483	264	6	organization	organization	NOUN
iajs-2483	264	7	is	be	AUX
iajs-2483	264	8	the	the	DET
iajs-2483	264	9	agents	agent	NOUN
iajs-2483	264	10	’	'	PUNCT
iajs-2483	264	11	autonomy	autonomy	NOUN
iajs-2483	264	12	increases	increase	VERB
iajs-2483	264	13	in	in	ADP
iajs-2483	264	14	the	the	DET
iajs-2483	264	15	holon	holon	NOUN
iajs-2483	264	16	.	.	PUNCT
iajs-2483	265	1	the	the	DET
iajs-2483	265	2	working	working	NOUN
iajs-2483	265	3	of	of	ADP
iajs-2483	265	4	the	the	DET
iajs-2483	265	5	holon	holon	NOUN
iajs-2483	265	6	offers	offer	VERB
iajs-2483	265	7	a	a	DET
iajs-2483	265	8	great	great	ADJ
iajs-2483	265	9	deal	deal	NOUN
iajs-2483	265	10	of	of	ADP
iajs-2483	265	11	freedom	freedom	NOUN
iajs-2483	265	12	when	when	SCONJ
iajs-2483	265	13	choosing	choose	VERB
iajs-2483	265	14	the	the	DET
iajs-2483	265	15	behavior[13	behavior[13	NOUN
iajs-2483	265	16	]	]	PUNCT
iajs-2483	265	17	.	.	PUNCT
iajs-2483	266	1	the	the	DET
iajs-2483	266	2	drawback	drawback	NOUN
iajs-2483	266	3	of	of	ADP
iajs-2483	266	4	the	the	DET
iajs-2483	266	5	holon	holon	NOUN
iajs-2483	266	6	is	be	AUX
iajs-2483	266	7	the	the	DET
iajs-2483	266	8	lack	lack	NOUN
iajs-2483	266	9	of	of	ADP
iajs-2483	266	10	knowledge	knowledge	NOUN
iajs-2483	266	11	of	of	ADP
iajs-2483	266	12	the	the	DET
iajs-2483	266	13	internal	internal	ADJ
iajs-2483	266	14	holon	holon	NOUN
iajs-2483	266	15	structure	structure	NOUN
iajs-2483	266	16	which	which	PRON
iajs-2483	266	17	makes	make	VERB
iajs-2483	266	18	it	it	PRON
iajs-2483	266	19	hard	hard	ADJ
iajs-2483	266	20	for	for	SCONJ
iajs-2483	266	21	other	other	ADJ
iajs-2483	266	22	agents	agent	NOUN
iajs-2483	266	23	to	to	PART
iajs-2483	266	24	anticipate	anticipate	VERB
iajs-2483	266	25	the	the	DET
iajs-2483	266	26	actions	action	NOUN
iajs-2483	266	27	and	and	CCONJ
iajs-2483	266	28	behaviors	behavior	NOUN
iajs-2483	266	29	of	of	ADP
iajs-2483	266	30	the	the	DET
iajs-2483	266	31	holon	holon	NOUN
iajs-2483	267	1	[	[	X
iajs-2483	267	2	9	9	NUM
iajs-2483	267	3	]	]	PUNCT
iajs-2483	267	4	.	.	PUNCT
iajs-2483	268	1	7.4.coalition	7.4.coalition	NUM
iajs-2483	268	2	in	in	ADP
iajs-2483	268	3	this	this	DET
iajs-2483	268	4	organization	organization	NOUN
iajs-2483	268	5	,	,	PUNCT
iajs-2483	268	6	the	the	DET
iajs-2483	268	7	agents	agent	NOUN
iajs-2483	268	8	are	be	AUX
iajs-2483	268	9	arranged	arrange	VERB
iajs-2483	268	10	and	and	CCONJ
iajs-2483	268	11	congregated	congregate	VERB
iajs-2483	268	12	together	together	ADV
iajs-2483	268	13	according	accord	VERB
iajs-2483	268	14	to	to	ADP
iajs-2483	268	15	their	their	PRON
iajs-2483	268	16	objectives	objective	NOUN
iajs-2483	268	17	into	into	ADP
iajs-2483	268	18	agent	agent	NOUN
iajs-2483	268	19	groups	group	NOUN
iajs-2483	268	20	having	have	VERB
iajs-2483	268	21	similar	similar	ADJ
iajs-2483	268	22	objectives	objective	NOUN
iajs-2483	268	23	[	[	X
iajs-2483	268	24	1	1	NUM
iajs-2483	268	25	]	]	PUNCT
iajs-2483	268	26	.	.	PUNCT
iajs-2483	269	1	the	the	DET
iajs-2483	269	2	agent	agent	NOUN
iajs-2483	269	3	groups	group	NOUN
iajs-2483	269	4	are	be	AUX
iajs-2483	269	5	arranged	arrange	VERB
iajs-2483	269	6	for	for	ADP
iajs-2483	269	7	a	a	DET
iajs-2483	269	8	short	short	ADJ
iajs-2483	269	9	time	time	NOUN
iajs-2483	269	10	to	to	PART
iajs-2483	269	11	improve	improve	VERB
iajs-2483	269	12	the	the	DET
iajs-2483	269	13	performance	performance	NOUN
iajs-2483	269	14	of	of	ADP
iajs-2483	269	15	agents	agent	NOUN
iajs-2483	269	16	in	in	ADP
iajs-2483	269	17	the	the	DET
iajs-2483	269	18	coalition	coalition	NOUN
iajs-2483	269	19	.	.	PUNCT
iajs-2483	270	1	as	as	ADP
iajs-2483	270	2	a	a	DET
iajs-2483	270	3	result	result	NOUN
iajs-2483	270	4	,	,	PUNCT
iajs-2483	270	5	the	the	DET
iajs-2483	270	6	agents	agent	NOUN
iajs-2483	270	7	may	may	AUX
iajs-2483	270	8	achieve	achieve	VERB
iajs-2483	270	9	their	their	PRON
iajs-2483	270	10	goals	goal	NOUN
iajs-2483	270	11	with	with	ADP
iajs-2483	270	12	lower	low	ADJ
iajs-2483	270	13	overheads	overhead	NOUN
iajs-2483	270	14	in	in	ADP
iajs-2483	270	15	comparison	comparison	NOUN
iajs-2483	270	16	to	to	ADP
iajs-2483	270	17	other	other	ADJ
iajs-2483	270	18	organizations	organization	NOUN
iajs-2483	270	19	where	where	SCONJ
iajs-2483	270	20	they	they	PRON
iajs-2483	270	21	do	do	AUX
iajs-2483	270	22	n't	not	PART
iajs-2483	270	23	have	have	VERB
iajs-2483	270	24	such	such	ADJ
iajs-2483	270	25	grouping	grouping	NOUN
iajs-2483	270	26	in	in	ADP
iajs-2483	270	27	which	which	PRON
iajs-2483	270	28	every	every	DET
iajs-2483	270	29	agent	agent	NOUN
iajs-2483	270	30	can	can	AUX
iajs-2483	270	31	be	be	AUX
iajs-2483	270	32	part	part	NOUN
iajs-2483	270	33	of	of	ADP
iajs-2483	270	34	multiple	multiple	ADJ
iajs-2483	270	35	groups	group	NOUN
iajs-2483	270	36	[	[	X
iajs-2483	270	37	3	3	NUM
iajs-2483	270	38	]	]	PUNCT
iajs-2483	270	39	.	.	PUNCT
iajs-2483	271	1	furthermore	furthermore	ADV
iajs-2483	271	2	,	,	PUNCT
iajs-2483	271	3	the	the	DET
iajs-2483	271	4	agents	agent	NOUN
iajs-2483	271	5	destroy	destroy	VERB
iajs-2483	271	6	the	the	DET
iajs-2483	271	7	group	group	NOUN
iajs-2483	271	8	when	when	SCONJ
iajs-2483	271	9	they	they	PRON
iajs-2483	271	10	achieve	achieve	VERB
iajs-2483	271	11	their	their	PRON
iajs-2483	271	12	goals	goal	NOUN
iajs-2483	271	13	.	.	PUNCT
iajs-2483	272	1	in	in	ADP
iajs-2483	272	2	the	the	DET
iajs-2483	272	3	coalition	coalition	NOUN
iajs-2483	272	4	,	,	PUNCT
iajs-2483	272	5	the	the	DET
iajs-2483	272	6	internal	internal	ADJ
iajs-2483	272	7	structure	structure	NOUN
iajs-2483	272	8	of	of	ADP
iajs-2483	272	9	agents	agent	NOUN
iajs-2483	272	10	is	be	AUX
iajs-2483	272	11	flat	flat	ADJ
iajs-2483	272	12	,	,	PUNCT
iajs-2483	272	13	although	although	SCONJ
iajs-2483	272	14	the	the	DET
iajs-2483	272	15	structure	structure	NOUN
iajs-2483	272	16	such	such	ADJ
iajs-2483	272	17	as	as	ADP
iajs-2483	272	18	hierarchical	hierarchical	ADJ
iajs-2483	272	19	may	may	AUX
iajs-2483	272	20	be	be	AUX
iajs-2483	272	21	utilized	utilize	VERB
iajs-2483	272	22	.	.	PUNCT
iajs-2483	273	1	this	this	DET
iajs-2483	273	2	organization	organization	NOUN
iajs-2483	273	3	is	be	AUX
iajs-2483	273	4	appropriate	appropriate	ADJ
iajs-2483	273	5	when	when	SCONJ
iajs-2483	273	6	a	a	DET
iajs-2483	273	7	group	group	NOUN
iajs-2483	273	8	of	of	ADP
iajs-2483	273	9	agents	agent	NOUN
iajs-2483	273	10	with	with	ADP
iajs-2483	273	11	identical	identical	ADJ
iajs-2483	273	12	goals	goal	NOUN
iajs-2483	273	13	exists	exist	VERB
iajs-2483	273	14	in	in	ADP
iajs-2483	273	15	the	the	DET
iajs-2483	273	16	multi	multi	ADJ
iajs-2483	273	17	-	-	ADJ
iajs-2483	273	18	agent	agent	ADJ
iajs-2483	273	19	system	system	NOUN
iajs-2483	273	20	such	such	ADJ
iajs-2483	273	21	that	that	SCONJ
iajs-2483	273	22	their	their	PRON
iajs-2483	273	23	cooperation	cooperation	NOUN
iajs-2483	273	24	joins	join	VERB
iajs-2483	273	25	them	they	PRON
iajs-2483	273	26	in	in	ADP
iajs-2483	273	27	achieving	achieve	VERB
iajs-2483	273	28	their	their	PRON
iajs-2483	273	29	aim[1	aim[1	NOUN
iajs-2483	273	30	]	]	PUNCT
iajs-2483	273	31	.	.	PUNCT
iajs-2483	274	1	in	in	ADP
iajs-2483	274	2	a	a	DET
iajs-2483	274	3	flat	flat	ADJ
iajs-2483	274	4	structure	structure	NOUN
iajs-2483	274	5	within	within	ADP
iajs-2483	274	6	the	the	DET
iajs-2483	274	7	coalition	coalition	NOUN
iajs-2483	274	8	,	,	PUNCT
iajs-2483	274	9	it	it	PRON
iajs-2483	274	10	is	be	AUX
iajs-2483	274	11	probable	probable	ADJ
iajs-2483	274	12	to	to	PART
iajs-2483	274	13	include	include	VERB
iajs-2483	274	14	a	a	DET
iajs-2483	274	15	leading	lead	VERB
iajs-2483	274	16	agent	agent	NOUN
iajs-2483	274	17	as	as	ADP
iajs-2483	274	18	a	a	DET
iajs-2483	274	19	representative	representative	NOUN
iajs-2483	274	20	of	of	ADP
iajs-2483	274	21	the	the	DET
iajs-2483	274	22	group	group	NOUN
iajs-2483	274	23	.	.	PUNCT
iajs-2483	275	1	to	to	PART
iajs-2483	275	2	enhance	enhance	VERB
iajs-2483	275	3	the	the	DET
iajs-2483	275	4	shared	share	VERB
iajs-2483	275	5	knowledge	knowledge	NOUN
iajs-2483	275	6	within	within	ADP
iajs-2483	275	7	the	the	DET
iajs-2483	275	8	group	group	NOUN
iajs-2483	275	9	,	,	PUNCT
iajs-2483	275	10	the	the	DET
iajs-2483	275	11	overlapping	overlapping	NOUN
iajs-2483	275	12	of	of	ADP
iajs-2483	275	13	agents	agent	NOUN
iajs-2483	275	14	inside	inside	ADP
iajs-2483	275	15	the	the	DET
iajs-2483	275	16	coalition	coalition	NOUN
iajs-2483	275	17	is	be	AUX
iajs-2483	275	18	permitted	permit	VERB
iajs-2483	275	19	[	[	PUNCT
iajs-2483	275	20	3	3	NUM
iajs-2483	275	21	,	,	PUNCT
iajs-2483	275	22	9	9	NUM
iajs-2483	275	23	]	]	PUNCT
iajs-2483	275	24	.	.	PUNCT
iajs-2483	276	1	due	due	ADP
iajs-2483	276	2	to	to	ADP
iajs-2483	276	3	the	the	DET
iajs-2483	276	4	change	change	NOUN
iajs-2483	276	5	in	in	ADP
iajs-2483	276	6	the	the	DET
iajs-2483	276	7	behavior	behavior	NOUN
iajs-2483	276	8	of	of	ADP
iajs-2483	276	9	the	the	DET
iajs-2483	276	10	group	group	NOUN
iajs-2483	276	11	,	,	PUNCT
iajs-2483	276	12	the	the	DET
iajs-2483	276	13	coalition	coalition	NOUN
iajs-2483	276	14	is	be	AUX
iajs-2483	276	15	hard	hard	ADJ
iajs-2483	276	16	to	to	PART
iajs-2483	276	17	manage	manage	VERB
iajs-2483	276	18	in	in	ADP
iajs-2483	276	19	environments	environment	NOUN
iajs-2483	276	20	that	that	PRON
iajs-2483	276	21	have	have	VERB
iajs-2483	276	22	dynamic	dynamic	ADJ
iajs-2483	276	23	behavior	behavior	NOUN
iajs-2483	276	24	and	and	CCONJ
iajs-2483	276	25	it	it	PRON
iajs-2483	276	26	may	may	AUX
iajs-2483	276	27	require	require	VERB
iajs-2483	276	28	reorganizing	reorganize	VERB
iajs-2483	276	29	agents	agent	NOUN
iajs-2483	276	30	to	to	PART
iajs-2483	276	31	increase	increase	VERB
iajs-2483	276	32	the	the	DET
iajs-2483	276	33	performance	performance	NOUN
iajs-2483	276	34	of	of	ADP
iajs-2483	276	35	mas	mas	PROPN
iajs-2483	276	36	.	.	PUNCT
iajs-2483	277	1	the	the	DET
iajs-2483	277	2	coalition	coalition	NOUN
iajs-2483	277	3	number	number	NOUN
iajs-2483	277	4	has	have	VERB
iajs-2483	277	5	to	to	PART
iajs-2483	277	6	be	be	AUX
iajs-2483	277	7	decreased	decrease	VERB
iajs-2483	277	8	to	to	PART
iajs-2483	277	9	lower	lower	VERB
iajs-2483	277	10	the	the	DET
iajs-2483	277	11	related	related	ADJ
iajs-2483	277	12	costs	cost	NOUN
iajs-2483	277	13	that	that	PRON
iajs-2483	277	14	result	result	VERB
iajs-2483	277	15	from	from	ADP
iajs-2483	277	16	creating	create	VERB
iajs-2483	277	17	and	and	CCONJ
iajs-2483	277	18	destroying	destroy	VERB
iajs-2483	277	19	a	a	DET
iajs-2483	277	20	coalition	coalition	NOUN
iajs-2483	277	21	depending	depend	VERB
iajs-2483	277	22	on	on	ADP
iajs-2483	277	23	the	the	DET
iajs-2483	277	24	threshold	threshold	NOUN
iajs-2483	277	25	as	as	SCONJ
iajs-2483	277	26	the	the	DET
iajs-2483	277	27	activity	activity	NOUN
iajs-2483	277	28	is	be	AUX
iajs-2483	277	29	measured	measure	VERB
iajs-2483	277	30	and	and	CCONJ
iajs-2483	277	31	the	the	DET
iajs-2483	277	32	group	group	NOUN
iajs-2483	277	33	formalization	formalization	NOUN
iajs-2483	277	34	can	can	AUX
iajs-2483	277	35	be	be	AUX
iajs-2483	277	36	predetermined	predetermine	VERB
iajs-2483	277	37	[	[	X
iajs-2483	277	38	2	2	NUM
iajs-2483	277	39	,	,	PUNCT
iajs-2483	277	40	9	9	NUM
iajs-2483	277	41	]	]	PUNCT
iajs-2483	277	42	.	.	PUNCT
iajs-2483	278	1	figure	figure	NOUN
iajs-2483	278	2	9	9	NUM
iajs-2483	278	3	.	.	NOUN
iajs-2483	278	4	illustrates	illustrate	VERB
iajs-2483	278	5	the	the	DET
iajs-2483	278	6	coalition	coalition	NOUN
iajs-2483	278	7	.	.	PUNCT
iajs-2483	278	8	    	    	SPACE
iajs-2483	278	9	199	199	NUM
iajs-2483	278	10	ibn	ibn	PROPN
iajs-2483	278	11	al	al	PROPN
iajs-2483	278	12	-	-	PUNCT
iajs-2483	278	13	haitham	haitham	PROPN
iajs-2483	278	14	jour	jour	X
iajs-2483	278	15	.	.	PROPN
iajs-2483	279	1	for	for	ADP
iajs-2483	279	2	pure	pure	ADJ
iajs-2483	279	3	&	&	CCONJ
iajs-2483	279	4	appl	appl	PROPN
iajs-2483	279	5	.	.	PUNCT
iajs-2483	280	1	sci	sci	PROPN
iajs-2483	280	2	.	.	PROPN
iajs-2483	281	1	33	33	NUM
iajs-2483	281	2	(	(	PUNCT
iajs-2483	281	3	3	3	NUM
iajs-2483	281	4	)	)	PUNCT
iajs-2483	281	5	2020	2020	NUM
iajs-2483	281	6	figure	figure	VERB
iajs-2483	281	7	9	9	NUM
iajs-2483	281	8	.	.	PUNCT
iajs-2483	282	1	the	the	DET
iajs-2483	282	2	coalition	coalition	NOUN
iajs-2483	282	3	[	[	X
iajs-2483	282	4	9	9	NUM
iajs-2483	282	5	]	]	PUNCT
iajs-2483	282	6	.	.	PUNCT
iajs-2483	283	1	7.5.team	7.5.team	NUM
iajs-2483	283	2	the	the	DET
iajs-2483	283	3	communication	communication	NOUN
iajs-2483	283	4	between	between	ADP
iajs-2483	283	5	agents	agent	NOUN
iajs-2483	283	6	in	in	ADP
iajs-2483	283	7	the	the	DET
iajs-2483	283	8	team	team	NOUN
iajs-2483	283	9	may	may	AUX
iajs-2483	283	10	be	be	AUX
iajs-2483	283	11	arbitrary	arbitrary	ADJ
iajs-2483	283	12	and	and	CCONJ
iajs-2483	283	13	the	the	DET
iajs-2483	283	14	objectives	objective	NOUN
iajs-2483	283	15	given	give	VERB
iajs-2483	283	16	to	to	ADP
iajs-2483	283	17	agents	agent	NOUN
iajs-2483	283	18	can	can	AUX
iajs-2483	283	19	differ	differ	VERB
iajs-2483	283	20	depending	depend	VERB
iajs-2483	283	21	on	on	ADP
iajs-2483	283	22	the	the	DET
iajs-2483	283	23	enhancements	enhancement	NOUN
iajs-2483	283	24	which	which	PRON
iajs-2483	283	25	result	result	VERB
iajs-2483	283	26	from	from	ADP
iajs-2483	283	27	the	the	DET
iajs-2483	283	28	team	team	NOUN
iajs-2483	283	29	.	.	PUNCT
iajs-2483	284	1	the	the	DET
iajs-2483	284	2	team	team	NOUN
iajs-2483	284	3	objective	objective	NOUN
iajs-2483	284	4	can	can	AUX
iajs-2483	284	5	upgrade	upgrade	VERB
iajs-2483	284	6	which	which	PRON
iajs-2483	284	7	results	result	VERB
iajs-2483	284	8	in	in	ADP
iajs-2483	284	9	changing	change	VERB
iajs-2483	284	10	the	the	DET
iajs-2483	284	11	activities	activity	NOUN
iajs-2483	284	12	and	and	CCONJ
iajs-2483	284	13	authorizations	authorization	NOUN
iajs-2483	284	14	of	of	ADP
iajs-2483	284	15	agents	agent	NOUN
iajs-2483	284	16	in	in	ADP
iajs-2483	284	17	a	a	DET
iajs-2483	284	18	team[3	team[3	NOUN
iajs-2483	284	19	]	]	PUNCT
iajs-2483	284	20	.	.	PUNCT
iajs-2483	285	1	to	to	PART
iajs-2483	285	2	enhance	enhance	VERB
iajs-2483	285	3	its	its	PRON
iajs-2483	285	4	decision	decision	NOUN
iajs-2483	285	5	-	-	PUNCT
iajs-2483	285	6	making	make	VERB
iajs-2483	285	7	operation	operation	NOUN
iajs-2483	285	8	,	,	PUNCT
iajs-2483	285	9	every	every	DET
iajs-2483	285	10	team	team	NOUN
iajs-2483	285	11	can	can	AUX
iajs-2483	285	12	demand	demand	VERB
iajs-2483	285	13	information	information	NOUN
iajs-2483	285	14	from	from	ADP
iajs-2483	285	15	agents	agent	NOUN
iajs-2483	285	16	in	in	ADP
iajs-2483	285	17	other	other	ADJ
iajs-2483	285	18	team	team	NOUN
iajs-2483	285	19	structures	structure	NOUN
iajs-2483	285	20	.	.	PUNCT
iajs-2483	286	1	in	in	ADP
iajs-2483	286	2	achieving	achieve	VERB
iajs-2483	286	3	the	the	DET
iajs-2483	286	4	team	team	NOUN
iajs-2483	286	5	objective	objective	NOUN
iajs-2483	286	6	,	,	PUNCT
iajs-2483	286	7	a	a	DET
iajs-2483	286	8	team	team	NOUN
iajs-2483	286	9	can	can	AUX
iajs-2483	286	10	have	have	VERB
iajs-2483	286	11	an	an	DET
iajs-2483	286	12	internal	internal	ADJ
iajs-2483	286	13	structure	structure	NOUN
iajs-2483	286	14	to	to	PART
iajs-2483	286	15	enhance	enhance	VERB
iajs-2483	286	16	efficiency	efficiency	NOUN
iajs-2483	286	17	[	[	X
iajs-2483	286	18	10	10	NUM
iajs-2483	286	19	]	]	PUNCT
iajs-2483	286	20	.	.	PUNCT
iajs-2483	287	1	the	the	DET
iajs-2483	287	2	greater	great	ADJ
iajs-2483	287	3	team	team	NOUN
iajs-2483	287	4	size	size	NOUN
iajs-2483	287	5	is	be	AUX
iajs-2483	287	6	not	not	PART
iajs-2483	287	7	advantageous	advantageous	ADJ
iajs-2483	287	8	under	under	ADP
iajs-2483	287	9	all	all	DET
iajs-2483	287	10	circumstances	circumstance	NOUN
iajs-2483	287	11	.	.	PUNCT
iajs-2483	288	1	as	as	ADP
iajs-2483	288	2	a	a	DET
iajs-2483	288	3	result	result	NOUN
iajs-2483	288	4	,	,	PUNCT
iajs-2483	288	5	a	a	DET
iajs-2483	288	6	trade	trade	NOUN
iajs-2483	288	7	-	-	PUNCT
iajs-2483	288	8	off	off	NOUN
iajs-2483	288	9	must	must	AUX
iajs-2483	288	10	be	be	AUX
iajs-2483	288	11	done	do	VERB
iajs-2483	288	12	among	among	ADP
iajs-2483	288	13	the	the	DET
iajs-2483	288	14	amount	amount	NOUN
iajs-2483	288	15	of	of	ADP
iajs-2483	288	16	information	information	NOUN
iajs-2483	288	17	,	,	PUNCT
iajs-2483	288	18	number	number	NOUN
iajs-2483	288	19	of	of	ADP
iajs-2483	288	20	agents	agent	NOUN
iajs-2483	288	21	and	and	CCONJ
iajs-2483	288	22	their	their	PRON
iajs-2483	288	23	learning	learning	NOUN
iajs-2483	288	24	abilities	ability	NOUN
iajs-2483	288	25	.	.	PUNCT
iajs-2483	289	1	bigger	big	ADJ
iajs-2483	289	2	teams	team	NOUN
iajs-2483	289	3	provide	provide	VERB
iajs-2483	289	4	an	an	DET
iajs-2483	289	5	enhanced	enhanced	ADJ
iajs-2483	289	6	clarity	clarity	NOUN
iajs-2483	289	7	of	of	ADP
iajs-2483	289	8	the	the	DET
iajs-2483	289	9	environment	environment	NOUN
iajs-2483	289	10	and	and	CCONJ
iajs-2483	289	11	a	a	DET
iajs-2483	289	12	great	great	ADJ
iajs-2483	289	13	amount	amount	NOUN
iajs-2483	289	14	of	of	ADP
iajs-2483	289	15	associated	associated	ADJ
iajs-2483	289	16	information	information	NOUN
iajs-2483	289	17	.	.	PUNCT
iajs-2483	290	1	however	however	ADV
iajs-2483	290	2	,	,	PUNCT
iajs-2483	290	3	encompassing	encompass	VERB
iajs-2483	290	4	the	the	DET
iajs-2483	290	5	expertise	expertise	NOUN
iajs-2483	290	6	of	of	ADP
iajs-2483	290	7	agents	agent	NOUN
iajs-2483	290	8	into	into	ADP
iajs-2483	290	9	a	a	DET
iajs-2483	290	10	singular	singular	ADJ
iajs-2483	290	11	paradigm	paradigm	NOUN
iajs-2483	290	12	team	team	NOUN
iajs-2483	290	13	is	be	AUX
iajs-2483	290	14	influenced	influence	VERB
iajs-2483	290	15	.	.	PUNCT
iajs-2483	291	1	agents	agent	NOUN
iajs-2483	291	2	’	'	PUNCT
iajs-2483	291	3	teams	team	NOUN
iajs-2483	291	4	with	with	ADP
iajs-2483	291	5	smaller	small	ADJ
iajs-2483	291	6	sizes	size	NOUN
iajs-2483	291	7	provide	provide	VERB
iajs-2483	291	8	vast	vast	ADJ
iajs-2483	291	9	learning	learning	NOUN
iajs-2483	291	10	abilities	ability	NOUN
iajs-2483	291	11	but	but	CCONJ
iajs-2483	291	12	lead	lead	VERB
iajs-2483	291	13	to	to	ADP
iajs-2483	291	14	nearoptimal	nearoptimal	ADJ
iajs-2483	291	15	performance	performance	NOUN
iajs-2483	291	16	because	because	SCONJ
iajs-2483	291	17	of	of	ADP
iajs-2483	291	18	the	the	DET
iajs-2483	291	19	partial	partial	ADJ
iajs-2483	291	20	view	view	NOUN
iajs-2483	291	21	of	of	ADP
iajs-2483	291	22	agents	agent	NOUN
iajs-2483	291	23	’	'	PUNCT
iajs-2483	291	24	environment	environment	NOUN
iajs-2483	291	25	.	.	PUNCT
iajs-2483	292	1	a	a	DET
iajs-2483	292	2	compromise	compromise	NOUN
iajs-2483	292	3	may	may	AUX
iajs-2483	292	4	be	be	AUX
iajs-2483	292	5	required	require	VERB
iajs-2483	292	6	in	in	ADP
iajs-2483	292	7	selecting	select	VERB
iajs-2483	292	8	the	the	DET
iajs-2483	292	9	best	good	ADJ
iajs-2483	292	10	team	team	NOUN
iajs-2483	292	11	size	size	NOUN
iajs-2483	292	12	which	which	PRON
iajs-2483	292	13	may	may	AUX
iajs-2483	292	14	maximize	maximize	VERB
iajs-2483	292	15	the	the	DET
iajs-2483	292	16	cost	cost	NOUN
iajs-2483	292	17	much	much	ADV
iajs-2483	292	18	greater	great	ADJ
iajs-2483	292	19	than	than	ADP
iajs-2483	292	20	coalition	coalition	NOUN
iajs-2483	292	21	structure	structure	NOUN
iajs-2483	292	22	.	.	PUNCT
iajs-2483	293	1	figure	figure	NOUN
iajs-2483	293	2	10	10	NUM
iajs-2483	293	3	.	.	PUNCT
iajs-2483	294	1	depicts	depict	VERB
iajs-2483	294	2	a	a	DET
iajs-2483	294	3	team	team	NOUN
iajs-2483	294	4	depended	depend	VERB
iajs-2483	294	5	on	on	ADP
iajs-2483	294	6	structure	structure	NOUN
iajs-2483	294	7	with	with	ADP
iajs-2483	294	8	a	a	DET
iajs-2483	294	9	limited	limited	ADJ
iajs-2483	294	10	view	view	NOUN
iajs-2483	294	11	.	.	PUNCT
iajs-2483	295	1	figure	figure	VERB
iajs-2483	295	2	10.the	10.the	DET
iajs-2483	295	3	system	system	NOUN
iajs-2483	295	4	team	team	NOUN
iajs-2483	295	5	structure	structure	NOUN
iajs-2483	295	6	with	with	ADP
iajs-2483	295	7	a	a	DET
iajs-2483	295	8	limited	limited	ADJ
iajs-2483	295	9	view	view	NOUN
iajs-2483	295	10	of	of	ADP
iajs-2483	295	11	the	the	DET
iajs-2483	295	12	environment	environment	NOUN
iajs-2483	296	1	[	[	X
iajs-2483	296	2	3	3	NUM
iajs-2483	296	3	]	]	PUNCT
iajs-2483	296	4	.	.	PUNCT
iajs-2483	297	1	teams	team	NOUN
iajs-2483	297	2	1	1	NUM
iajs-2483	297	3	and	and	CCONJ
iajs-2483	297	4	3	3	NUM
iajs-2483	297	5	can	can	AUX
iajs-2483	297	6	communicate	communicate	VERB
iajs-2483	297	7	with	with	ADP
iajs-2483	297	8	each	each	DET
iajs-2483	297	9	other	other	ADJ
iajs-2483	297	10	and	and	CCONJ
iajs-2483	297	11	observe	observe	VERB
iajs-2483	297	12	,	,	PUNCT
iajs-2483	297	13	but	but	CCONJ
iajs-2483	297	14	they	they	PRON
iajs-2483	297	15	can	can	AUX
iajs-2483	297	16	not	not	PART
iajs-2483	297	17	see	see	VERB
iajs-2483	297	18	teams	team	NOUN
iajs-2483	297	19	2	2	NUM
iajs-2483	297	20	,	,	PUNCT
iajs-2483	297	21	4	4	NUM
iajs-2483	297	22	.	.	PUNCT
iajs-2483	298	1	the	the	DET
iajs-2483	298	2	agents	agent	NOUN
iajs-2483	298	3	’	’	PART
iajs-2483	298	4	actions	action	NOUN
iajs-2483	298	5	and	and	CCONJ
iajs-2483	298	6	their	their	PRON
iajs-2483	298	7	activities	activity	NOUN
iajs-2483	298	8	are	be	AUX
iajs-2483	298	9	arbitrary	arbitrary	ADJ
iajs-2483	298	10	within	within	ADP
iajs-2483	298	11	teams	team	NOUN
iajs-2483	298	12	.	.	PUNCT
iajs-2483	299	1	in	in	ADP
iajs-2483	299	2	contrast	contrast	NOUN
iajs-2483	299	3	to	to	ADP
iajs-2483	299	4	a	a	DET
iajs-2483	299	5	coalition	coalition	NOUN
iajs-2483	299	6	where	where	SCONJ
iajs-2483	299	7	agents	agent	NOUN
iajs-2483	299	8	are	be	AUX
iajs-2483	299	9	arranged	arrange	VERB
iajs-2483	299	10	together	together	ADV
iajs-2483	299	11	to	to	PART
iajs-2483	299	12	achieve	achieve	VERB
iajs-2483	299	13	their	their	PRON
iajs-2483	299	14	jobs	job	NOUN
iajs-2483	299	15	are	be	AUX
iajs-2483	299	16	arbitrary	arbitrary	ADJ
iajs-2483	299	17	and	and	CCONJ
iajs-2483	299	18	differ	differ	VERB
iajs-2483	299	19	within	within	ADP
iajs-2483	299	20	teams[3	teams[3	PROPN
iajs-2483	299	21	]	]	PUNCT
iajs-2483	299	22	.	.	PUNCT
iajs-2483	300	1	in	in	ADP
iajs-2483	300	2	contrast	contrast	NOUN
iajs-2483	300	3	to	to	ADP
iajs-2483	300	4	the	the	DET
iajs-2483	300	5	coalition	coalition	NOUN
iajs-2483	300	6	,	,	PUNCT
iajs-2483	300	7	where	where	SCONJ
iajs-2483	300	8	agents	agent	NOUN
iajs-2483	300	9	are	be	AUX
iajs-2483	300	10	arranged	arrange	VERB
iajs-2483	300	11	to	to	PART
iajs-2483	300	12	achieve	achieve	VERB
iajs-2483	300	13	their	their	PRON
iajs-2483	300	14	objectives	objective	NOUN
iajs-2483	300	15	,	,	PUNCT
iajs-2483	300	16	in	in	ADP
iajs-2483	300	17	the	the	DET
iajs-2483	300	18	team	team	NOUN
iajs-2483	300	19	agents	agent	NOUN
iajs-2483	300	20	they	they	PRON
iajs-2483	300	21	try	try	VERB
iajs-2483	300	22	to	to	PART
iajs-2483	300	23	reach	reach	VERB
iajs-2483	300	24	the	the	DET
iajs-2483	300	25	team	team	NOUN
iajs-2483	300	26	objectives	objective	NOUN
iajs-2483	300	27	.	.	PUNCT
iajs-2483	301	1	in	in	ADP
iajs-2483	301	2	this	this	DET
iajs-2483	301	3	way	way	NOUN
iajs-2483	301	4	,	,	PUNCT
iajs-2483	301	5	this	this	DET
iajs-2483	301	6	structure	structure	NOUN
iajs-2483	301	7	is	be	AUX
iajs-2483	301	8	appropriate	appropriate	ADJ
iajs-2483	301	9	where	where	SCONJ
iajs-2483	301	10	several	several	ADJ
iajs-2483	301	11	agents	agent	NOUN
iajs-2483	301	12	try	try	VERB
iajs-2483	301	13	to	to	PART
iajs-2483	301	14	reach	reach	VERB
iajs-2483	301	15	the	the	DET
iajs-2483	301	16	same	same	ADJ
iajs-2483	301	17	objective[3	objective[3	NOUN
iajs-2483	301	18	,	,	PUNCT
iajs-2483	301	19	10	10	NUM
iajs-2483	301	20	]	]	PUNCT
iajs-2483	301	21	.	.	PUNCT
iajs-2483	302	1	7.6.congregation	7.6.congregation	NUM
iajs-2483	302	2	in	in	ADP
iajs-2483	302	3	this	this	DET
iajs-2483	302	4	organization	organization	NOUN
iajs-2483	302	5	,	,	PUNCT
iajs-2483	302	6	agents	agent	NOUN
iajs-2483	302	7	in	in	ADP
iajs-2483	302	8	one	one	NUM
iajs-2483	302	9	position	position	NOUN
iajs-2483	302	10	constitute	constitute	VERB
iajs-2483	302	11	a	a	DET
iajs-2483	302	12	congregation	congregation	NOUN
iajs-2483	302	13	to	to	PART
iajs-2483	302	14	perform	perform	VERB
iajs-2483	302	15	their	their	PRON
iajs-2483	302	16	activities	activity	NOUN
iajs-2483	302	17	.	.	PUNCT
iajs-2483	303	1	agents	agent	NOUN
iajs-2483	303	2	in	in	ADP
iajs-2483	303	3	the	the	DET
iajs-2483	303	4	congregation	congregation	NOUN
iajs-2483	303	5	achieve	achieve	VERB
iajs-2483	303	6	actions	action	NOUN
iajs-2483	303	7	that	that	SCONJ
iajs-2483	303	8	they	they	PRON
iajs-2483	303	9	can	can	AUX
iajs-2483	303	10	not	not	PART
iajs-2483	303	11	perform	perform	VERB
iajs-2483	303	12	alone	alone	ADV
iajs-2483	303	13	.	.	PUNCT
iajs-2483	304	1	every	every	PRON
iajs-2483	304	2	  	  	SPACE
iajs-2483	304	3	200	200	NUM
iajs-2483	304	4	ibn	ibn	PROPN
iajs-2483	304	5	al	al	PROPN
iajs-2483	304	6	-	-	PUNCT
iajs-2483	304	7	haitham	haitham	PROPN
iajs-2483	304	8	jour	jour	X
iajs-2483	304	9	.	.	PROPN
iajs-2483	304	10	for	for	ADP
iajs-2483	304	11	pure	pure	ADJ
iajs-2483	304	12	&	&	CCONJ
iajs-2483	304	13	appl	appl	PROPN
iajs-2483	304	14	.	.	PUNCT
iajs-2483	305	1	sci	sci	PROPN
iajs-2483	305	2	.	.	PROPN
iajs-2483	306	1	33	33	NUM
iajs-2483	306	2	(	(	PUNCT
iajs-2483	306	3	3	3	NUM
iajs-2483	306	4	)	)	PUNCT
iajs-2483	306	5	2020	2020	NUM
iajs-2483	306	6	agent	agent	NOUN
iajs-2483	306	7	may	may	AUX
iajs-2483	306	8	join	join	VERB
iajs-2483	306	9	or	or	CCONJ
iajs-2483	306	10	depart	depart	VERB
iajs-2483	306	11	the	the	DET
iajs-2483	306	12	congregation	congregation	NOUN
iajs-2483	306	13	and	and	CCONJ
iajs-2483	306	14	must	must	AUX
iajs-2483	306	15	be	be	AUX
iajs-2483	306	16	a	a	DET
iajs-2483	306	17	member	member	NOUN
iajs-2483	306	18	of	of	ADP
iajs-2483	306	19	one	one	NUM
iajs-2483	306	20	congregation	congregation	NOUN
iajs-2483	306	21	at	at	ADP
iajs-2483	306	22	one	one	NUM
iajs-2483	306	23	time	time	NOUN
iajs-2483	306	24	.	.	PUNCT
iajs-2483	307	1	congregations	congregation	NOUN
iajs-2483	307	2	are	be	AUX
iajs-2483	307	3	constituted	constitute	VERB
iajs-2483	307	4	using	use	VERB
iajs-2483	307	5	agents	agent	NOUN
iajs-2483	307	6	with	with	ADP
iajs-2483	307	7	homogenous	homogenous	ADJ
iajs-2483	307	8	or	or	CCONJ
iajs-2483	307	9	complement	complement	NOUN
iajs-2483	307	10	properties	property	NOUN
iajs-2483	307	11	.	.	PUNCT
iajs-2483	308	1	in	in	ADP
iajs-2483	308	2	a	a	DET
iajs-2483	308	3	congregation	congregation	NOUN
iajs-2483	308	4	,	,	PUNCT
iajs-2483	308	5	agents	agent	NOUN
iajs-2483	308	6	do	do	AUX
iajs-2483	308	7	not	not	PART
iajs-2483	308	8	require	require	VERB
iajs-2483	308	9	to	to	PART
iajs-2483	308	10	include	include	VERB
iajs-2483	308	11	a	a	DET
iajs-2483	308	12	singular	singular	ADJ
iajs-2483	308	13	goal	goal	NOUN
iajs-2483	308	14	.	.	PUNCT
iajs-2483	309	1	the	the	DET
iajs-2483	309	2	rate	rate	NOUN
iajs-2483	309	3	of	of	ADP
iajs-2483	309	4	agent	agent	NOUN
iajs-2483	309	5	achieving	achieve	VERB
iajs-2483	309	6	its	its	PRON
iajs-2483	309	7	goods	good	NOUN
iajs-2483	309	8	in	in	ADP
iajs-2483	309	9	the	the	DET
iajs-2483	309	10	congregation	congregation	NOUN
iajs-2483	309	11	depends	depend	VERB
iajs-2483	309	12	on	on	ADP
iajs-2483	309	13	other	other	ADJ
iajs-2483	309	14	agents	agent	NOUN
iajs-2483	309	15	.	.	PUNCT
iajs-2483	310	1	this	this	DET
iajs-2483	310	2	organization	organization	NOUN
iajs-2483	310	3	must	must	AUX
iajs-2483	310	4	have	have	VERB
iajs-2483	310	5	at	at	ADV
iajs-2483	310	6	least	least	ADV
iajs-2483	310	7	one	one	NUM
iajs-2483	310	8	agent	agent	NOUN
iajs-2483	310	9	.	.	PUNCT
iajs-2483	311	1	this	this	DET
iajs-2483	311	2	structure	structure	NOUN
iajs-2483	311	3	is	be	AUX
iajs-2483	311	4	influenced	influence	VERB
iajs-2483	311	5	such	such	ADJ
iajs-2483	311	6	that	that	SCONJ
iajs-2483	311	7	every	every	DET
iajs-2483	311	8	agent	agent	NOUN
iajs-2483	311	9	needs	need	VERB
iajs-2483	311	10	the	the	DET
iajs-2483	311	11	other	other	ADJ
iajs-2483	311	12	agents	agent	NOUN
iajs-2483	311	13	’	'	PUNCT
iajs-2483	311	14	resources	resource	NOUN
iajs-2483	311	15	to	to	PART
iajs-2483	311	16	perform	perform	VERB
iajs-2483	311	17	its	its	PRON
iajs-2483	311	18	actions[2	actions[2	PROPN
iajs-2483	311	19	,	,	PUNCT
iajs-2483	311	20	3	3	NUM
iajs-2483	311	21	]	]	PUNCT
iajs-2483	311	22	.	.	PUNCT
iajs-2483	312	1	figure	figure	NOUN
iajs-2483	312	2	11	11	NUM
iajs-2483	312	3	.	.	PUNCT
iajs-2483	312	4	illustrates	illustrate	VERB
iajs-2483	312	5	congregation	congregation	NOUN
iajs-2483	312	6	organization	organization	PROPN
iajs-2483	312	7	.	.	PUNCT
iajs-2483	313	1	figure	figure	VERB
iajs-2483	313	2	11	11	NUM
iajs-2483	313	3	.	.	PUNCT
iajs-2483	314	1	congregation	congregation	NOUN
iajs-2483	314	2	organization	organization	NOUN
iajs-2483	315	1	[	[	X
iajs-2483	315	2	3	3	NUM
iajs-2483	315	3	]	]	PUNCT
iajs-2483	315	4	.	.	PUNCT
iajs-2483	316	1	8	8	X
iajs-2483	316	2	.	.	PUNCT
iajs-2483	316	3	agent	agent	NOUN
iajs-2483	316	4	architecture	architecture	NOUN
iajs-2483	316	5	agent	agent	NOUN
iajs-2483	316	6	architecture	architecture	NOUN
iajs-2483	316	7	is	be	AUX
iajs-2483	316	8	primarily	primarily	ADV
iajs-2483	316	9	made	make	VERB
iajs-2483	316	10	up	up	ADP
iajs-2483	316	11	of	of	ADP
iajs-2483	316	12	internal	internal	ADJ
iajs-2483	316	13	components	component	NOUN
iajs-2483	316	14	that	that	PRON
iajs-2483	316	15	an	an	DET
iajs-2483	316	16	agent	agent	NOUN
iajs-2483	316	17	and	and	CCONJ
iajs-2483	316	18	mas	mas	PROPN
iajs-2483	316	19	can	can	AUX
iajs-2483	316	20	be	be	AUX
iajs-2483	316	21	built	build	VERB
iajs-2483	316	22	from	from	ADP
iajs-2483	316	23	,	,	PUNCT
iajs-2483	316	24	i.e.	i.e.	X
iajs-2483	316	25	the	the	DET
iajs-2483	316	26	data	data	NOUN
iajs-2483	316	27	structure	structure	NOUN
iajs-2483	316	28	of	of	ADP
iajs-2483	316	29	agent	agent	NOUN
iajs-2483	316	30	,	,	PUNCT
iajs-2483	316	31	the	the	DET
iajs-2483	316	32	actions	action	NOUN
iajs-2483	316	33	that	that	PRON
iajs-2483	316	34	can	can	AUX
iajs-2483	316	35	be	be	AUX
iajs-2483	316	36	achieved	achieve	VERB
iajs-2483	316	37	on	on	ADP
iajs-2483	316	38	these	these	DET
iajs-2483	316	39	data	datum	NOUN
iajs-2483	316	40	structures	structure	NOUN
iajs-2483	316	41	and	and	CCONJ
iajs-2483	316	42	the	the	DET
iajs-2483	316	43	flow	flow	NOUN
iajs-2483	316	44	of	of	ADP
iajs-2483	316	45	control	control	NOUN
iajs-2483	316	46	and	and	CCONJ
iajs-2483	316	47	communication	communication	NOUN
iajs-2483	316	48	among	among	ADP
iajs-2483	316	49	these	these	DET
iajs-2483	316	50	structures[14	structures[14	PROPN
iajs-2483	316	51	]	]	PUNCT
iajs-2483	316	52	.	.	PUNCT
iajs-2483	317	1	a	a	DET
iajs-2483	317	2	number	number	NOUN
iajs-2483	317	3	of	of	ADP
iajs-2483	317	4	known	know	VERB
iajs-2483	317	5	agents	agent	NOUN
iajs-2483	317	6	’	'	PUNCT
iajs-2483	317	7	architectures	architecture	NOUN
iajs-2483	317	8	can	can	AUX
iajs-2483	317	9	be	be	AUX
iajs-2483	317	10	illustrated	illustrate	VERB
iajs-2483	317	11	in	in	ADP
iajs-2483	317	12	figure	figure	NOUN
iajs-2483	317	13	12	12	NUM
iajs-2483	317	14	.	.	PUNCT
iajs-2483	317	15	and	and	CCONJ
iajs-2483	317	16	explained	explain	VERB
iajs-2483	317	17	as	as	SCONJ
iajs-2483	317	18	follows	follow	VERB
iajs-2483	317	19	:	:	PUNCT
iajs-2483	317	20	figure	figure	NOUN
iajs-2483	317	21	12	12	NUM
iajs-2483	317	22	.	.	PUNCT
iajs-2483	318	1	agents	agent	NOUN
iajs-2483	318	2	architecture	architecture	NOUN
iajs-2483	318	3	.	.	PUNCT
iajs-2483	319	1	8.1.reactive	8.1.reactive	NUM
iajs-2483	319	2	architecture	architecture	NOUN
iajs-2483	319	3	depending	depend	VERB
iajs-2483	319	4	on	on	ADP
iajs-2483	319	5	stimulus	stimulus	ADJ
iajs-2483	319	6	responding	respond	VERB
iajs-2483	319	7	methodology	methodology	NOUN
iajs-2483	319	8	driven	drive	VERB
iajs-2483	319	9	from	from	ADP
iajs-2483	319	10	sensory	sensory	ADJ
iajs-2483	319	11	input	input	NOUN
iajs-2483	319	12	,	,	PUNCT
iajs-2483	319	13	this	this	DET
iajs-2483	319	14	architecture	architecture	NOUN
iajs-2483	319	15	applies	apply	VERB
iajs-2483	319	16	a	a	DET
iajs-2483	319	17	decision	decision	NOUN
iajs-2483	319	18	-	-	PUNCT
iajs-2483	319	19	making	make	VERB
iajs-2483	319	20	mechanism	mechanism	NOUN
iajs-2483	319	21	for	for	ADP
iajs-2483	319	22	mapping	mapping	NOUN
iajs-2483	319	23	of	of	ADP
iajs-2483	319	24	states	state	NOUN
iajs-2483	319	25	to	to	ADP
iajs-2483	319	26	actions	action	NOUN
iajs-2483	319	27	.	.	PUNCT
iajs-2483	320	1	they	they	PRON
iajs-2483	320	2	do	do	AUX
iajs-2483	320	3	not	not	PART
iajs-2483	320	4	include	include	VERB
iajs-2483	320	5	the	the	DET
iajs-2483	320	6	symbolic	symbolic	ADJ
iajs-2483	320	7	paradigm	paradigm	NOUN
iajs-2483	320	8	and	and	CCONJ
iajs-2483	320	9	do	do	AUX
iajs-2483	320	10	not	not	PART
iajs-2483	320	11	use	use	VERB
iajs-2483	320	12	complex	complex	ADJ
iajs-2483	320	13	inference	inference	NOUN
iajs-2483	320	14	compared	compare	VERB
iajs-2483	320	15	to	to	ADP
iajs-2483	320	16	logical	logical	ADJ
iajs-2483	320	17	architectures	architecture	NOUN
iajs-2483	320	18	.	.	PUNCT
iajs-2483	321	1	the	the	DET
iajs-2483	321	2	most	most	ADV
iajs-2483	321	3	common	common	ADJ
iajs-2483	321	4	architecture	architecture	NOUN
iajs-2483	321	5	of	of	ADP
iajs-2483	321	6	this	this	DET
iajs-2483	321	7	kind	kind	NOUN
iajs-2483	321	8	is	be	AUX
iajs-2483	321	9	brook	brook	NOUN
iajs-2483	321	10	's	's	PART
iajs-2483	321	11	sub	sub	NOUN
iajs-2483	321	12	sumption	sumption	NOUN
iajs-2483	321	13	.	.	PUNCT
iajs-2483	322	1	the	the	DET
iajs-2483	322	2	basic	basic	ADJ
iajs-2483	322	3	notion	notion	NOUN
iajs-2483	322	4	is	be	AUX
iajs-2483	322	5	that	that	SCONJ
iajs-2483	322	6	an	an	DET
iajs-2483	322	7	intelligent	intelligent	ADJ
iajs-2483	322	8	action	action	NOUN
iajs-2483	322	9	may	may	AUX
iajs-2483	322	10	be	be	AUX
iajs-2483	322	11	obtained	obtain	VERB
iajs-2483	322	12	without	without	ADP
iajs-2483	322	13	clear	clear	ADJ
iajs-2483	322	14	representations	representation	NOUN
iajs-2483	322	15	and	and	CCONJ
iajs-2483	322	16	inferencing	inferencing	NOUN
iajs-2483	322	17	which	which	PRON
iajs-2483	322	18	is	be	AUX
iajs-2483	322	19	offered	offer	VERB
iajs-2483	322	20	by	by	ADP
iajs-2483	322	21	the	the	DET
iajs-2483	322	22	symbolic	symbolic	ADJ
iajs-2483	322	23	ai	ai	VERB
iajs-2483	322	24	method	method	NOUN
iajs-2483	322	25	.	.	PUNCT
iajs-2483	323	1	the	the	DET
iajs-2483	323	2	intelligence	intelligence	NOUN
iajs-2483	323	3	is	be	AUX
iajs-2483	323	4	merely	merely	ADV
iajs-2483	323	5	an	an	DET
iajs-2483	323	6	emergent	emergent	ADJ
iajs-2483	323	7	characteristic	characteristic	NOUN
iajs-2483	323	8	of	of	ADP
iajs-2483	323	9	such	such	ADJ
iajs-2483	323	10	sophisticated	sophisticated	ADJ
iajs-2483	323	11	systems	system	NOUN
iajs-2483	323	12	.	.	PUNCT
iajs-2483	324	1	the	the	DET
iajs-2483	324	2	sub	sub	NOUN
iajs-2483	324	3	sumption	sumption	NOUN
iajs-2483	324	4	structure	structure	NOUN
iajs-2483	324	5	identifies	identify	VERB
iajs-2483	324	6	levels	level	NOUN
iajs-2483	324	7	of	of	ADP
iajs-2483	324	8	finite	finite	ADJ
iajs-2483	324	9	state	state	NOUN
iajs-2483	324	10	machines	machine	NOUN
iajs-2483	324	11	and	and	CCONJ
iajs-2483	324	12	they	they	PRON
iajs-2483	324	13	are	be	AUX
iajs-2483	324	14	interconnected	interconnect	VERB
iajs-2483	324	15	to	to	ADP
iajs-2483	324	16	sensors	sensor	NOUN
iajs-2483	324	17	that	that	PRON
iajs-2483	324	18	transport	transport	VERB
iajs-2483	324	19	information	information	NOUN
iajs-2483	325	1	[	[	X
iajs-2483	325	2	9	9	NUM
iajs-2483	325	3	]	]	PUNCT
iajs-2483	325	4	.	.	PUNCT
iajs-2483	326	1	figure	figure	NOUN
iajs-2483	326	2	13	13	NUM
iajs-2483	326	3	.	.	PUNCT
iajs-2483	326	4	illustrates	illustrate	VERB
iajs-2483	326	5	the	the	DET
iajs-2483	326	6	reactive	reactive	ADJ
iajs-2483	326	7	architecture	architecture	NOUN
iajs-2483	326	8	.	.	PUNCT
iajs-2483	327	1	it	it	PRON
iajs-2483	327	2	is	be	AUX
iajs-2483	327	3	observed	observe	VERB
iajs-2483	327	4	that	that	SCONJ
iajs-2483	327	5	the	the	DET
iajs-2483	327	6	agent	agent	NOUN
iajs-2483	327	7	perceives	perceive	VERB
iajs-2483	327	8	the	the	DET
iajs-2483	327	9	environment	environment	NOUN
iajs-2483	327	10	and	and	CCONJ
iajs-2483	327	11	makes	make	VERB
iajs-2483	327	12	mapping	mapping	NOUN
iajs-2483	327	13	of	of	ADP
iajs-2483	327	14	the	the	DET
iajs-2483	327	15	environment	environment	NOUN
iajs-2483	327	16	state	state	NOUN
iajs-2483	327	17	to	to	ADP
iajs-2483	327	18	action	action	NOUN
iajs-2483	327	19	.	.	PUNCT
iajs-2483	328	1	multiple	multiple	ADJ
iajs-2483	328	2	actions	action	NOUN
iajs-2483	328	3	can	can	AUX
iajs-2483	328	4	be	be	AUX
iajs-2483	328	5	suitable	suitable	ADJ
iajs-2483	328	6	and	and	CCONJ
iajs-2483	328	7	the	the	DET
iajs-2483	328	8	agent	agent	NOUN
iajs-2483	328	9	must	must	AUX
iajs-2483	328	10	select	select	VERB
iajs-2483	328	11	the	the	DET
iajs-2483	328	12	most	most	ADV
iajs-2483	328	13	appropriate	appropriate	ADJ
iajs-2483	328	14	within	within	ADP
iajs-2483	328	15	the	the	DET
iajs-2483	328	16	environment	environment	NOUN
iajs-2483	329	1	[	[	X
iajs-2483	329	2	9	9	NUM
iajs-2483	329	3	]	]	PUNCT
iajs-2483	329	4	.	.	PUNCT
iajs-2483	329	5	      	      	SPACE
iajs-2483	329	6	201	201	NUM
iajs-2483	329	7	ibn	ibn	PROPN
iajs-2483	329	8	al	al	PROPN
iajs-2483	329	9	-	-	PUNCT
iajs-2483	329	10	haitham	haitham	PROPN
iajs-2483	329	11	jour	jour	X
iajs-2483	329	12	.	.	PROPN
iajs-2483	329	13	for	for	ADP
iajs-2483	329	14	pure	pure	ADJ
iajs-2483	329	15	&	&	CCONJ
iajs-2483	329	16	appl	appl	PROPN
iajs-2483	329	17	.	.	PUNCT
iajs-2483	330	1	sci	sci	PROPN
iajs-2483	330	2	.	.	PROPN
iajs-2483	331	1	33	33	NUM
iajs-2483	331	2	(	(	PUNCT
iajs-2483	331	3	3	3	NUM
iajs-2483	331	4	)	)	PUNCT
iajs-2483	331	5	2020	2020	NUM
iajs-2483	331	6	figure	figure	VERB
iajs-2483	331	7	13	13	NUM
iajs-2483	331	8	.	.	PUNCT
iajs-2483	331	9	reactive	reactive	ADJ
iajs-2483	331	10	architecture	architecture	NOUN
iajs-2483	331	11	[	[	X
iajs-2483	331	12	12	12	NUM
iajs-2483	331	13	]	]	PUNCT
iajs-2483	331	14	.	.	PUNCT
iajs-2483	332	1	8.2.logic	8.2.logic	NUM
iajs-2483	332	2	-	-	PUNCT
iajs-2483	332	3	based	base	VERB
iajs-2483	332	4	architectures	architecture	NOUN
iajs-2483	332	5	this	this	DET
iajs-2483	332	6	symbolic	symbolic	ADJ
iajs-2483	332	7	structure	structure	NOUN
iajs-2483	332	8	stems	stem	VERB
iajs-2483	332	9	from	from	ADP
iajs-2483	332	10	conventional	conventional	ADJ
iajs-2483	332	11	knowledge	knowledge	NOUN
iajs-2483	332	12	-	-	PUNCT
iajs-2483	332	13	based	base	VERB
iajs-2483	332	14	methods	method	NOUN
iajs-2483	332	15	where	where	SCONJ
iajs-2483	332	16	the	the	DET
iajs-2483	332	17	environment	environment	NOUN
iajs-2483	332	18	can	can	AUX
iajs-2483	332	19	be	be	AUX
iajs-2483	332	20	represented	represent	VERB
iajs-2483	332	21	and	and	CCONJ
iajs-2483	332	22	changed	change	VERB
iajs-2483	332	23	using	use	VERB
iajs-2483	332	24	symbols	symbol	NOUN
iajs-2483	332	25	through	through	ADP
iajs-2483	332	26	inferencing	inference	VERB
iajs-2483	332	27	techniques	technique	NOUN
iajs-2483	332	28	,	,	PUNCT
iajs-2483	332	29	and	and	CCONJ
iajs-2483	332	30	thus	thus	ADV
iajs-2483	332	31	the	the	DET
iajs-2483	332	32	agent	agent	NOUN
iajs-2483	332	33	behavior	behavior	NOUN
iajs-2483	332	34	is	be	AUX
iajs-2483	332	35	based	base	VERB
iajs-2483	332	36	on	on	ADP
iajs-2483	332	37	the	the	DET
iajs-2483	332	38	manipulation	manipulation	NOUN
iajs-2483	332	39	of	of	ADP
iajs-2483	332	40	the	the	DET
iajs-2483	332	41	symbolic	symbolic	NOUN
iajs-2483	332	42	representation[9	representation[9	NOUN
iajs-2483	332	43	]	]	PUNCT
iajs-2483	332	44	.	.	PUNCT
iajs-2483	333	1	belief	belief	NOUN
iajs-2483	333	2	,	,	PUNCT
iajs-2483	333	3	desire	desire	NOUN
iajs-2483	333	4	and	and	CCONJ
iajs-2483	333	5	intentions	intention	NOUN
iajs-2483	333	6	(	(	PUNCT
iajs-2483	333	7	bdi	bdi	PROPN
iajs-2483	333	8	)	)	PUNCT
iajs-2483	333	9	architecture	architecture	NOUN
iajs-2483	333	10	in	in	ADP
iajs-2483	333	11	this	this	DET
iajs-2483	333	12	architecture	architecture	NOUN
iajs-2483	333	13	,	,	PUNCT
iajs-2483	333	14	the	the	DET
iajs-2483	333	15	beliefs	belief	NOUN
iajs-2483	333	16	expressed	express	VERB
iajs-2483	333	17	the	the	DET
iajs-2483	333	18	assumptions	assumption	NOUN
iajs-2483	333	19	and	and	CCONJ
iajs-2483	333	20	concepts	concept	NOUN
iajs-2483	333	21	of	of	ADP
iajs-2483	333	22	the	the	DET
iajs-2483	333	23	agent	agent	NOUN
iajs-2483	333	24	world	world	NOUN
iajs-2483	333	25	(	(	PUNCT
iajs-2483	333	26	the	the	DET
iajs-2483	333	27	environment	environment	NOUN
iajs-2483	333	28	satiation	satiation	NOUN
iajs-2483	333	29	in	in	ADP
iajs-2483	333	30	which	which	PRON
iajs-2483	333	31	it	it	PRON
iajs-2483	333	32	suited	suit	VERB
iajs-2483	333	33	)	)	PUNCT
iajs-2483	333	34	.	.	PUNCT
iajs-2483	334	1	desires	desire	NOUN
iajs-2483	334	2	are	be	AUX
iajs-2483	334	3	the	the	DET
iajs-2483	334	4	objectives	objective	NOUN
iajs-2483	334	5	that	that	PRON
iajs-2483	334	6	the	the	DET
iajs-2483	334	7	agent	agent	NOUN
iajs-2483	334	8	wishes	wish	VERB
iajs-2483	334	9	to	to	PART
iajs-2483	334	10	perform	perform	VERB
iajs-2483	334	11	.	.	PUNCT
iajs-2483	335	1	the	the	DET
iajs-2483	335	2	agent	agent	NOUN
iajs-2483	335	3	has	have	VERB
iajs-2483	335	4	several	several	ADJ
iajs-2483	335	5	desires	desire	NOUN
iajs-2483	335	6	.	.	PUNCT
iajs-2483	336	1	the	the	DET
iajs-2483	336	2	agent	agent	NOUN
iajs-2483	336	3	can	can	AUX
iajs-2483	336	4	use	use	VERB
iajs-2483	336	5	both	both	DET
iajs-2483	336	6	the	the	DET
iajs-2483	336	7	beliefs	belief	NOUN
iajs-2483	336	8	and	and	CCONJ
iajs-2483	336	9	desires	desire	NOUN
iajs-2483	336	10	to	to	PART
iajs-2483	336	11	select	select	VERB
iajs-2483	336	12	actions	action	NOUN
iajs-2483	336	13	.	.	PUNCT
iajs-2483	337	1	to	to	PART
iajs-2483	337	2	map	map	VERB
iajs-2483	337	3	and	and	CCONJ
iajs-2483	337	4	achieve	achieve	VERB
iajs-2483	337	5	the	the	DET
iajs-2483	337	6	desires	desire	NOUN
iajs-2483	337	7	,	,	PUNCT
iajs-2483	337	8	this	this	PRON
iajs-2483	337	9	is	be	AUX
iajs-2483	337	10	what	what	PRON
iajs-2483	337	11	is	be	AUX
iajs-2483	337	12	meant	mean	VERB
iajs-2483	337	13	by	by	ADP
iajs-2483	337	14	intention	intention	NOUN
iajs-2483	337	15	[	[	X
iajs-2483	337	16	16	16	NUM
iajs-2483	337	17	]	]	PUNCT
iajs-2483	337	18	.	.	PUNCT
iajs-2483	338	1	figure	figure	NOUN
iajs-2483	338	2	14	14	NUM
iajs-2483	338	3	.	.	PUNCT
iajs-2483	339	1	shows	show	VERB
iajs-2483	339	2	the	the	DET
iajs-2483	339	3	bdi	bdi	PROPN
iajs-2483	339	4	architecture	architecture	NOUN
iajs-2483	339	5	.	.	PUNCT
iajs-2483	340	1	figure	figure	VERB
iajs-2483	340	2	14.the	14.the	DET
iajs-2483	340	3	bdi	bdi	PROPN
iajs-2483	340	4	architecture	architecture	NOUN
iajs-2483	341	1	[	[	X
iajs-2483	341	2	16	16	NUM
iajs-2483	341	3	]	]	PUNCT
iajs-2483	341	4	.	.	PUNCT
iajs-2483	342	1	8.3.layered	8.3.layered	NUM
iajs-2483	342	2	architecture	architecture	NOUN
iajs-2483	342	3	layered	layer	VERB
iajs-2483	342	4	(	(	PUNCT
iajs-2483	342	5	hybrid	hybrid	NOUN
iajs-2483	342	6	)	)	PUNCT
iajs-2483	342	7	architecture	architecture	NOUN
iajs-2483	342	8	permits	permit	VERB
iajs-2483	342	9	agents	agent	NOUN
iajs-2483	342	10	from	from	ADP
iajs-2483	342	11	both	both	DET
iajs-2483	342	12	architectures	architecture	NOUN
iajs-2483	342	13	:	:	PUNCT
iajs-2483	342	14	native	native	ADJ
iajs-2483	342	15	and	and	CCONJ
iajs-2483	342	16	deliberative	deliberative	ADJ
iajs-2483	342	17	.	.	PUNCT
iajs-2483	343	1	to	to	PART
iajs-2483	343	2	hold	hold	VERB
iajs-2483	343	3	both	both	DET
iajs-2483	343	4	types	type	NOUN
iajs-2483	343	5	of	of	ADP
iajs-2483	343	6	action	action	NOUN
iajs-2483	343	7	:	:	PUNCT
iajs-2483	343	8	subsystems	subsystem	NOUN
iajs-2483	343	9	are	be	AUX
iajs-2483	343	10	organized	organize	VERB
iajs-2483	343	11	as	as	ADP
iajs-2483	343	12	levels	level	NOUN
iajs-2483	343	13	(	(	PUNCT
iajs-2483	343	14	or	or	CCONJ
iajs-2483	343	15	layers	layer	NOUN
iajs-2483	343	16	)	)	PUNCT
iajs-2483	343	17	in	in	ADP
iajs-2483	343	18	the	the	DET
iajs-2483	343	19	structure	structure	NOUN
iajs-2483	343	20	.	.	PUNCT
iajs-2483	344	1	in	in	ADP
iajs-2483	344	2	the	the	DET
iajs-2483	344	3	layered	layered	ADJ
iajs-2483	344	4	(	(	PUNCT
iajs-2483	344	5	hybrid	hybrid	NOUN
iajs-2483	344	6	)	)	PUNCT
iajs-2483	344	7	architecture	architecture	NOUN
iajs-2483	344	8	,	,	PUNCT
iajs-2483	344	9	there	there	PRON
iajs-2483	344	10	are	be	VERB
iajs-2483	344	11	two	two	NUM
iajs-2483	344	12	kinds	kind	NOUN
iajs-2483	344	13	,	,	PUNCT
iajs-2483	344	14	horizontal	horizontal	ADJ
iajs-2483	344	15	and	and	CCONJ
iajs-2483	344	16	vertical	vertical	ADJ
iajs-2483	344	17	layers[12	layers[12	PROPN
iajs-2483	344	18	,	,	PUNCT
iajs-2483	344	19	15	15	NUM
iajs-2483	344	20	]	]	PUNCT
iajs-2483	344	21	.	.	PUNCT
iajs-2483	345	1	the	the	DET
iajs-2483	345	2	layers	layer	NOUN
iajs-2483	345	3	are	be	AUX
iajs-2483	345	4	linked	link	VERB
iajs-2483	345	5	straightly	straightly	ADV
iajs-2483	345	6	to	to	ADP
iajs-2483	345	7	sensors	sensor	NOUN
iajs-2483	345	8	and	and	CCONJ
iajs-2483	345	9	action	action	NOUN
iajs-2483	345	10	results	result	NOUN
iajs-2483	345	11	,	,	PUNCT
iajs-2483	345	12	as	as	SCONJ
iajs-2483	345	13	shown	show	VERB
iajs-2483	345	14	in	in	ADP
iajs-2483	345	15	figure	figure	NOUN
iajs-2483	345	16	15	15	NUM
iajs-2483	345	17	.	.	PUNCT
iajs-2483	346	1	every	every	DET
iajs-2483	346	2	layer	layer	NOUN
iajs-2483	346	3	acts	act	VERB
iajs-2483	346	4	like	like	ADP
iajs-2483	346	5	an	an	DET
iajs-2483	346	6	agent[12	agent[12	NOUN
iajs-2483	346	7	,	,	PUNCT
iajs-2483	346	8	15	15	NUM
iajs-2483	346	9	]	]	PUNCT
iajs-2483	346	10	.	.	PUNCT
iajs-2483	347	1	the	the	DET
iajs-2483	347	2	vertical	vertical	ADJ
iajs-2483	347	3	architecture	architecture	NOUN
iajs-2483	347	4	may	may	AUX
iajs-2483	347	5	be	be	AUX
iajs-2483	347	6	divided	divide	VERB
iajs-2483	347	7	into	into	ADP
iajs-2483	347	8	two	two	NUM
iajs-2483	347	9	control	control	NOUN
iajs-2483	347	10	structures	structure	NOUN
iajs-2483	347	11	.	.	PUNCT
iajs-2483	348	1	in	in	ADP
iajs-2483	348	2	one	one	NUM
iajs-2483	348	3	pass	pass	NOUN
iajs-2483	348	4	structure	structure	NOUN
iajs-2483	348	5	,	,	PUNCT
iajs-2483	348	6	the	the	DET
iajs-2483	348	7	control	control	NOUN
iajs-2483	348	8	flows	flow	VERB
iajs-2483	348	9	from	from	ADP
iajs-2483	348	10	the	the	DET
iajs-2483	348	11	first	first	ADJ
iajs-2483	348	12	layer	layer	NOUN
iajs-2483	348	13	that	that	PRON
iajs-2483	348	14	obtains	obtain	VERB
iajs-2483	348	15	sensory	sensory	ADJ
iajs-2483	348	16	data	datum	NOUN
iajs-2483	348	17	to	to	ADP
iajs-2483	348	18	the	the	DET
iajs-2483	348	19	last	last	ADJ
iajs-2483	348	20	layer	layer	NOUN
iajs-2483	348	21	that	that	PRON
iajs-2483	348	22	reproduces	reproduce	VERB
iajs-2483	348	23	actions	action	NOUN
iajs-2483	348	24	result	result	VERB
iajs-2483	348	25	.	.	PUNCT
iajs-2483	349	1	in	in	ADP
iajs-2483	349	2	two	two	NUM
iajs-2483	349	3	-	-	PUNCT
iajs-2483	349	4	pass	pass	NOUN
iajs-2483	349	5	structures	structure	NOUN
iajs-2483	349	6	,	,	PUNCT
iajs-2483	349	7	the	the	DET
iajs-2483	349	8	sensory	sensory	ADJ
iajs-2483	349	9	input	input	NOUN
iajs-2483	349	10	follows	follow	VERB
iajs-2483	349	11	up	up	ADP
iajs-2483	349	12	the	the	DET
iajs-2483	349	13	layer	layer	NOUN
iajs-2483	349	14	’s	’s	PART
iajs-2483	349	15	series	series	NOUN
iajs-2483	349	16	and	and	CCONJ
iajs-2483	349	17	flows	flow	VERB
iajs-2483	349	18	down[12	down[12	PROPN
iajs-2483	349	19	,	,	PUNCT
iajs-2483	349	20	16	16	NUM
iajs-2483	349	21	]	]	PUNCT
iajs-2483	349	22	.	.	PUNCT
iajs-2483	349	23	  	  	SPACE
iajs-2483	350	1	202	202	NUM
iajs-2483	350	2	ibn	ibn	PROPN
iajs-2483	350	3	al	al	PROPN
iajs-2483	350	4	-	-	PUNCT
iajs-2483	350	5	haitham	haitham	PROPN
iajs-2483	350	6	jour	jour	X
iajs-2483	350	7	.	.	PROPN
iajs-2483	350	8	for	for	ADP
iajs-2483	350	9	pure	pure	ADJ
iajs-2483	350	10	&	&	CCONJ
iajs-2483	350	11	appl	appl	PROPN
iajs-2483	350	12	.	.	PUNCT
iajs-2483	351	1	sci	sci	PROPN
iajs-2483	351	2	.	.	PROPN
iajs-2483	352	1	33	33	NUM
iajs-2483	352	2	(	(	PUNCT
iajs-2483	352	3	3	3	NUM
iajs-2483	352	4	)	)	PUNCT
iajs-2483	352	5	2020	2020	NUM
iajs-2483	352	6	figure	figure	VERB
iajs-2483	352	7	15	15	NUM
iajs-2483	352	8	.	.	PUNCT
iajs-2483	353	1	layered	layered	ADJ
iajs-2483	353	2	architecture	architecture	NOUN
iajs-2483	353	3	.	.	PUNCT
iajs-2483	354	1	9	9	X
iajs-2483	354	2	.	.	X
iajs-2483	354	3	agent	agent	NOUN
iajs-2483	354	4	types	type	NOUN
iajs-2483	354	5	per	per	ADP
iajs-2483	354	6	the	the	DET
iajs-2483	354	7	characteristics	characteristic	NOUN
iajs-2483	354	8	they	they	PRON
iajs-2483	354	9	have	have	VERB
iajs-2483	354	10	,	,	PUNCT
iajs-2483	354	11	agents	agent	NOUN
iajs-2483	354	12	can	can	AUX
iajs-2483	354	13	be	be	AUX
iajs-2483	354	14	subdivided	subdivide	VERB
iajs-2483	354	15	.	.	PUNCT
iajs-2483	355	1	software	software	NOUN
iajs-2483	355	2	agents	agent	NOUN
iajs-2483	355	3	are	be	AUX
iajs-2483	355	4	categorized	categorize	VERB
iajs-2483	355	5	depending	depend	VERB
iajs-2483	355	6	on	on	ADP
iajs-2483	355	7	their	their	PRON
iajs-2483	355	8	tacks	tack	NOUN
iajs-2483	355	9	,	,	PUNCT
iajs-2483	355	10	for	for	ADP
iajs-2483	355	11	example	example	NOUN
iajs-2483	355	12	,	,	PUNCT
iajs-2483	355	13	information	information	NOUN
iajs-2483	355	14	collecting	collect	VERB
iajs-2483	355	15	agent	agent	NOUN
iajs-2483	355	16	or	or	CCONJ
iajs-2483	355	17	agents	agent	NOUN
iajs-2483	355	18	that	that	PRON
iajs-2483	355	19	filter	filter	VERB
iajs-2483	355	20	messages	message	NOUN
iajs-2483	355	21	and	and	CCONJ
iajs-2483	355	22	emails	email	NOUN
iajs-2483	355	23	.	.	PUNCT
iajs-2483	356	1	they	they	PRON
iajs-2483	356	2	can	can	AUX
iajs-2483	356	3	also	also	ADV
iajs-2483	356	4	be	be	AUX
iajs-2483	356	5	categorized	categorize	VERB
iajs-2483	356	6	depending	depend	VERB
iajs-2483	356	7	on	on	ADP
iajs-2483	356	8	their	their	PRON
iajs-2483	356	9	control	control	NOUN
iajs-2483	356	10	structure	structure	NOUN
iajs-2483	356	11	.	.	PUNCT
iajs-2483	357	1	agents	agent	NOUN
iajs-2483	357	2	can	can	AUX
iajs-2483	357	3	be	be	AUX
iajs-2483	357	4	categorized	categorize	VERB
iajs-2483	357	5	on	on	ADP
iajs-2483	357	6	their	their	PRON
iajs-2483	357	7	sensitivity	sensitivity	NOUN
iajs-2483	357	8	or	or	CCONJ
iajs-2483	357	9	affectivity	affectivity	NOUN
iajs-2483	357	10	of	of	ADP
iajs-2483	357	11	behaviors	behavior	NOUN
iajs-2483	357	12	[	[	X
iajs-2483	357	13	4	4	NUM
iajs-2483	357	14	,	,	PUNCT
iajs-2483	357	15	11	11	NUM
iajs-2483	357	16	]	]	PUNCT
iajs-2483	357	17	.	.	PUNCT
iajs-2483	358	1	agents	agent	NOUN
iajs-2483	358	2	can	can	AUX
iajs-2483	358	3	be	be	AUX
iajs-2483	358	4	categorized	categorize	VERB
iajs-2483	358	5	based	base	VERB
iajs-2483	358	6	on	on	ADP
iajs-2483	358	7	:	:	PUNCT
iajs-2483	358	8	1mobility	1mobility	NUM
iajs-2483	358	9	,	,	PUNCT
iajs-2483	358	10	whether	whether	SCONJ
iajs-2483	358	11	the	the	DET
iajs-2483	358	12	agent	agent	NOUN
iajs-2483	358	13	is	be	AUX
iajs-2483	358	14	a	a	DET
iajs-2483	358	15	static	static	ADJ
iajs-2483	358	16	agent	agent	NOUN
iajs-2483	358	17	or	or	CCONJ
iajs-2483	358	18	dynamic	dynamic	ADJ
iajs-2483	358	19	one	one	NOUN
iajs-2483	358	20	.	.	PUNCT
iajs-2483	359	1	2existence	2existence	NUM
iajs-2483	359	2	of	of	ADP
iajs-2483	359	3	symbolic	symbolic	ADJ
iajs-2483	359	4	inferencing	inferencing	NOUN
iajs-2483	359	5	scheme	scheme	NOUN
iajs-2483	359	6	,	,	PUNCT
iajs-2483	359	7	whether	whether	SCONJ
iajs-2483	359	8	it	it	PRON
iajs-2483	359	9	is	be	AUX
iajs-2483	359	10	a	a	DET
iajs-2483	359	11	deliberative	deliberative	ADJ
iajs-2483	359	12	reactive	reactive	ADJ
iajs-2483	359	13	agent	agent	NOUN
iajs-2483	359	14	or	or	CCONJ
iajs-2483	359	15	not	not	PART
iajs-2483	359	16	.	.	PUNCT
iajs-2483	360	1	3presenting	3presente	VERB
iajs-2483	360	2	their	their	PRON
iajs-2483	360	3	primary	primary	ADJ
iajs-2483	360	4	features	feature	NOUN
iajs-2483	360	5	like	like	ADP
iajs-2483	360	6	collaboration	collaboration	NOUN
iajs-2483	360	7	,	,	PUNCT
iajs-2483	360	8	anatomy	anatomy	NOUN
iajs-2483	360	9	…	…	SYM
iajs-2483	360	10	etc	etc	X
iajs-2483	360	11	.	.	X
iajs-2483	361	1	4hybrid	4hybrid	NUM
iajs-2483	361	2	methods	method	NOUN
iajs-2483	361	3	that	that	PRON
iajs-2483	361	4	incorporate	incorporate	VERB
iajs-2483	361	5	two	two	NUM
iajs-2483	361	6	or	or	CCONJ
iajs-2483	361	7	more	more	ADJ
iajs-2483	361	8	methods	method	NOUN
iajs-2483	361	9	in	in	ADP
iajs-2483	361	10	a	a	DET
iajs-2483	361	11	singular	singular	ADJ
iajs-2483	361	12	agent	agent	NOUN
iajs-2483	361	13	.	.	PUNCT
iajs-2483	362	1	5secondary	5secondary	NUM
iajs-2483	362	2	features	feature	NOUN
iajs-2483	362	3	like	like	ADP
iajs-2483	362	4	veracity	veracity	NOUN
iajs-2483	362	5	,	,	PUNCT
iajs-2483	362	6	benevolence	benevolence	NOUN
iajs-2483	362	7	…	…	PUNCT
iajs-2483	362	8	.	.	PUNCT
iajs-2483	362	9	etc	etc	X
iajs-2483	362	10	.	.	X
iajs-2483	363	1	9.1.collaborative	9.1.collaborative	NUM
iajs-2483	363	2	agent	agent	NOUN
iajs-2483	363	3	these	these	DET
iajs-2483	363	4	agents	agent	NOUN
iajs-2483	363	5	can	can	AUX
iajs-2483	363	6	behave	behave	VERB
iajs-2483	363	7	reasonably	reasonably	ADV
iajs-2483	363	8	and	and	CCONJ
iajs-2483	363	9	in	in	ADP
iajs-2483	363	10	an	an	DET
iajs-2483	363	11	autonomous	autonomous	ADJ
iajs-2483	363	12	way	way	NOUN
iajs-2483	363	13	in	in	ADP
iajs-2483	363	14	open	open	ADJ
iajs-2483	363	15	and	and	CCONJ
iajs-2483	363	16	restricted	restricted	ADJ
iajs-2483	363	17	environments	environment	NOUN
iajs-2483	363	18	.	.	PUNCT
iajs-2483	364	1	they	they	PRON
iajs-2483	364	2	have	have	VERB
iajs-2483	364	3	several	several	ADJ
iajs-2483	364	4	features	feature	NOUN
iajs-2483	364	5	such	such	ADJ
iajs-2483	364	6	as	as	ADP
iajs-2483	364	7	autonomy	autonomy	NOUN
iajs-2483	364	8	,	,	PUNCT
iajs-2483	364	9	responsiveness	responsiveness	NOUN
iajs-2483	364	10	and	and	CCONJ
iajs-2483	364	11	social	social	ADJ
iajs-2483	364	12	behaviors[17	behaviors[17	NOUN
iajs-2483	364	13	]	]	PUNCT
iajs-2483	364	14	.	.	PUNCT
iajs-2483	365	1	9.2.interface	9.2.interface	NUM
iajs-2483	365	2	agent	agent	NOUN
iajs-2483	365	3	they	they	PRON
iajs-2483	365	4	assist	assist	VERB
iajs-2483	365	5	users	user	NOUN
iajs-2483	365	6	while	while	SCONJ
iajs-2483	365	7	using	use	VERB
iajs-2483	365	8	computer	computer	NOUN
iajs-2483	365	9	applications	application	NOUN
iajs-2483	365	10	via	via	ADP
iajs-2483	365	11	learning	learn	VERB
iajs-2483	365	12	in	in	ADP
iajs-2483	365	13	cooperation	cooperation	NOUN
iajs-2483	365	14	with	with	ADP
iajs-2483	365	15	users	user	NOUN
iajs-2483	365	16	and	and	CCONJ
iajs-2483	365	17	other	other	ADJ
iajs-2483	365	18	agents	agent	NOUN
iajs-2483	365	19	.	.	PUNCT
iajs-2483	366	1	the	the	DET
iajs-2483	366	2	main	main	ADJ
iajs-2483	366	3	features	feature	NOUN
iajs-2483	366	4	are	be	AUX
iajs-2483	366	5	as	as	SCONJ
iajs-2483	366	6	follows	follow	VERB
iajs-2483	366	7	:	:	PUNCT
iajs-2483	366	8	collaboration	collaboration	NOUN
iajs-2483	366	9	with	with	ADP
iajs-2483	366	10	user	user	NOUN
iajs-2483	366	11	or	or	CCONJ
iajs-2483	366	12	other	other	ADJ
iajs-2483	366	13	neighboring	neighboring	NOUN
iajs-2483	366	14	agents	agent	NOUN
iajs-2483	366	15	,	,	PUNCT
iajs-2483	366	16	and	and	CCONJ
iajs-2483	366	17	the	the	DET
iajs-2483	366	18	ability	ability	NOUN
iajs-2483	366	19	of	of	ADP
iajs-2483	366	20	learning[15	learning[15	NOUN
iajs-2483	366	21	]	]	PUNCT
iajs-2483	366	22	.	.	PUNCT
iajs-2483	367	1	9.3.mobile	9.3.mobile	NUM
iajs-2483	367	2	agents	agent	NOUN
iajs-2483	367	3	mobile	mobile	ADJ
iajs-2483	367	4	agents	agent	NOUN
iajs-2483	367	5	are	be	AUX
iajs-2483	367	6	such	such	ADJ
iajs-2483	367	7	agents	agent	NOUN
iajs-2483	367	8	which	which	PRON
iajs-2483	367	9	use	use	VERB
iajs-2483	367	10	autonomous	autonomous	ADJ
iajs-2483	367	11	software	software	NOUN
iajs-2483	367	12	and	and	CCONJ
iajs-2483	367	13	are	be	AUX
iajs-2483	367	14	capable	capable	ADJ
iajs-2483	367	15	of	of	ADP
iajs-2483	367	16	traveling	travel	VERB
iajs-2483	367	17	in	in	ADP
iajs-2483	367	18	wans	wan	NOUN
iajs-2483	367	19	and	and	CCONJ
iajs-2483	367	20	collaborate	collaborate	VERB
iajs-2483	367	21	with	with	ADP
iajs-2483	367	22	other	other	ADJ
iajs-2483	367	23	agents	agent	NOUN
iajs-2483	367	24	in	in	ADP
iajs-2483	367	25	performing	perform	VERB
iajs-2483	367	26	tasks	task	NOUN
iajs-2483	367	27	on	on	ADP
iajs-2483	367	28	the	the	DET
iajs-2483	367	29	side	side	NOUN
iajs-2483	367	30	of	of	ADP
iajs-2483	367	31	end	end	NOUN
iajs-2483	367	32	-	-	PUNCT
iajs-2483	367	33	users	user	NOUN
iajs-2483	367	34	.	.	PUNCT
iajs-2483	368	1	their	their	PRON
iajs-2483	368	2	important	important	ADJ
iajs-2483	368	3	features	feature	NOUN
iajs-2483	368	4	are	be	AUX
iajs-2483	368	5	mobility	mobility	NOUN
iajs-2483	368	6	and	and	CCONJ
iajs-2483	368	7	cooperation	cooperation	NOUN
iajs-2483	368	8	to	to	PART
iajs-2483	368	9	transmit	transmit	VERB
iajs-2483	368	10	information	information	NOUN
iajs-2483	368	11	to	to	ADP
iajs-2483	368	12	other	other	ADJ
iajs-2483	368	13	agents[17	agents[17	NOUN
iajs-2483	368	14	]	]	PUNCT
iajs-2483	368	15	.	.	PUNCT
iajs-2483	369	1	9.4.information	9.4.information	NUM
iajs-2483	369	2	agents	agent	NOUN
iajs-2483	369	3	they	they	PRON
iajs-2483	369	4	can	can	AUX
iajs-2483	369	5	manipulate	manipulate	VERB
iajs-2483	369	6	the	the	DET
iajs-2483	369	7	large	large	ADJ
iajs-2483	369	8	quantity	quantity	NOUN
iajs-2483	369	9	of	of	ADP
iajs-2483	369	10	available	available	ADJ
iajs-2483	369	11	information	information	NOUN
iajs-2483	369	12	in	in	ADP
iajs-2483	369	13	several	several	ADJ
iajs-2483	369	14	sources	source	NOUN
iajs-2483	369	15	which	which	PRON
iajs-2483	369	16	are	be	AUX
iajs-2483	369	17	scattered	scatter	VERB
iajs-2483	369	18	.	.	PUNCT
iajs-2483	370	1	the	the	DET
iajs-2483	370	2	main	main	ADJ
iajs-2483	370	3	characteristics	characteristic	NOUN
iajs-2483	370	4	of	of	ADP
iajs-2483	370	5	these	these	DET
iajs-2483	370	6	agents	agent	NOUN
iajs-2483	370	7	are	be	AUX
iajs-2483	370	8	mobility	mobility	NOUN
iajs-2483	370	9	and	and	CCONJ
iajs-2483	370	10	they	they	PRON
iajs-2483	370	11	can	can	AUX
iajs-2483	370	12	be	be	AUX
iajs-2483	370	13	static	static	ADJ
iajs-2483	370	14	dynamic	dynamic	ADJ
iajs-2483	370	15	agents	agent	NOUN
iajs-2483	370	16	.	.	PUNCT
iajs-2483	371	1	they	they	PRON
iajs-2483	371	2	can	can	AUX
iajs-2483	371	3	be	be	AUX
iajs-2483	371	4	non	non	ADJ
iajs-2483	371	5	-	-	ADJ
iajs-2483	371	6	collaborative	collaborative	ADJ
iajs-2483	371	7	or	or	CCONJ
iajs-2483	371	8	have	have	VERB
iajs-2483	371	9	the	the	DET
iajs-2483	371	10	social	social	ADJ
iajs-2483	371	11	ability	ability	NOUN
iajs-2483	371	12	with	with	ADP
iajs-2483	371	13	other	other	ADJ
iajs-2483	371	14	agents[11	agents[11	PROPN
iajs-2483	371	15	]	]	PUNCT
iajs-2483	371	16	.	.	PUNCT
iajs-2483	372	1	9.5.smart	9.5.smart	NUM
iajs-2483	372	2	agent	agent	NOUN
iajs-2483	372	3	they	they	PRON
iajs-2483	372	4	have	have	VERB
iajs-2483	372	5	similar	similar	ADJ
iajs-2483	372	6	main	main	ADJ
iajs-2483	372	7	features	feature	NOUN
iajs-2483	372	8	such	such	ADJ
iajs-2483	372	9	as	as	ADP
iajs-2483	372	10	learning	learning	NOUN
iajs-2483	372	11	and	and	CCONJ
iajs-2483	372	12	collaboration	collaboration	NOUN
iajs-2483	372	13	with	with	ADP
iajs-2483	372	14	other	other	ADJ
iajs-2483	372	15	agents[4	agents[4	NOUN
iajs-2483	372	16	]	]	X
iajs-2483	372	17	.	.	PUNCT
iajs-2483	372	18	  	  	SPACE
iajs-2483	373	1	203	203	NUM
iajs-2483	373	2	ibn	ibn	PROPN
iajs-2483	373	3	al	al	PROPN
iajs-2483	373	4	-	-	PUNCT
iajs-2483	373	5	haitham	haitham	PROPN
iajs-2483	373	6	jour	jour	X
iajs-2483	373	7	.	.	PROPN
iajs-2483	373	8	for	for	ADP
iajs-2483	373	9	pure	pure	ADJ
iajs-2483	373	10	&	&	CCONJ
iajs-2483	373	11	appl	appl	PROPN
iajs-2483	373	12	.	.	PUNCT
iajs-2483	374	1	sci	sci	PROPN
iajs-2483	374	2	.	.	PROPN
iajs-2483	375	1	33	33	NUM
iajs-2483	375	2	(	(	PUNCT
iajs-2483	375	3	3	3	NUM
iajs-2483	375	4	)	)	PUNCT
iajs-2483	375	5	2020	2020	NUM
iajs-2483	375	6	9.6	9.6	NUM
iajs-2483	375	7	.	.	PUNCT
iajs-2483	376	1	hybrid	hybrid	ADJ
iajs-2483	376	2	agent	agent	NOUN
iajs-2483	376	3	in	in	ADP
iajs-2483	376	4	order	order	NOUN
iajs-2483	376	5	to	to	PART
iajs-2483	376	6	increase	increase	VERB
iajs-2483	376	7	the	the	DET
iajs-2483	376	8	strong	strong	ADJ
iajs-2483	376	9	points	point	NOUN
iajs-2483	376	10	and	and	CCONJ
iajs-2483	376	11	decrease	decrease	VERB
iajs-2483	376	12	the	the	DET
iajs-2483	376	13	drawbacks	drawback	NOUN
iajs-2483	376	14	of	of	ADP
iajs-2483	376	15	the	the	DET
iajs-2483	376	16	most	most	ADV
iajs-2483	376	17	associated	associate	VERB
iajs-2483	376	18	methods	method	NOUN
iajs-2483	376	19	,	,	PUNCT
iajs-2483	376	20	these	these	DET
iajs-2483	376	21	agents	agent	NOUN
iajs-2483	376	22	incorporate	incorporate	VERB
iajs-2483	376	23	multiple	multiple	ADJ
iajs-2483	376	24	agents	agent	NOUN
iajs-2483	376	25	techniques	technique	NOUN
iajs-2483	376	26	in	in	ADP
iajs-2483	376	27	one	one	NUM
iajs-2483	376	28	singular	singular	NOUN
iajs-2483	376	29	agent[17	agent[17	VERB
iajs-2483	376	30	]	]	PUNCT
iajs-2483	376	31	.	.	PUNCT
iajs-2483	377	1	9.7.reactie	9.7.reactie	NUM
iajs-2483	377	2	agent	agent	NOUN
iajs-2483	377	3	reactive	reactive	ADJ
iajs-2483	377	4	agents	agent	NOUN
iajs-2483	377	5	are	be	AUX
iajs-2483	377	6	constrained	constrain	VERB
iajs-2483	377	7	in	in	ADP
iajs-2483	377	8	their	their	PRON
iajs-2483	377	9	activities	activity	NOUN
iajs-2483	377	10	and	and	CCONJ
iajs-2483	377	11	they	they	PRON
iajs-2483	377	12	can	can	AUX
iajs-2483	377	13	not	not	PART
iajs-2483	377	14	regulate	regulate	VERB
iajs-2483	377	15	among	among	ADP
iajs-2483	377	16	themselves	themselves	PRON
iajs-2483	377	17	and	and	CCONJ
iajs-2483	377	18	realize	realize	VERB
iajs-2483	377	19	certain	certain	ADJ
iajs-2483	377	20	goals	goal	NOUN
iajs-2483	377	21	.	.	PUNCT
iajs-2483	378	1	when	when	SCONJ
iajs-2483	378	2	events	event	NOUN
iajs-2483	378	3	occur	occur	VERB
iajs-2483	378	4	in	in	ADP
iajs-2483	378	5	their	their	PRON
iajs-2483	378	6	environment	environment	NOUN
iajs-2483	378	7	,	,	PUNCT
iajs-2483	378	8	they	they	PRON
iajs-2483	378	9	merely	merely	ADV
iajs-2483	378	10	react	react	VERB
iajs-2483	378	11	to	to	ADP
iajs-2483	378	12	them	they	PRON
iajs-2483	378	13	.	.	PUNCT
iajs-2483	379	1	however	however	ADV
iajs-2483	379	2	,	,	PUNCT
iajs-2483	379	3	they	they	PRON
iajs-2483	379	4	can	can	AUX
iajs-2483	379	5	play	play	VERB
iajs-2483	379	6	a	a	DET
iajs-2483	379	7	function	function	NOUN
iajs-2483	379	8	in	in	ADP
iajs-2483	379	9	introducing	introduce	VERB
iajs-2483	379	10	intelligent	intelligent	ADJ
iajs-2483	379	11	behavior[4	behavior[4	NOUN
iajs-2483	379	12	]	]	PUNCT
iajs-2483	379	13	.	.	PUNCT
iajs-2483	380	1	the	the	DET
iajs-2483	380	2	agents	agent	NOUN
iajs-2483	380	3	are	be	AUX
iajs-2483	380	4	not	not	PART
iajs-2483	380	5	necessarily	necessarily	ADV
iajs-2483	380	6	to	to	PART
iajs-2483	380	7	be	be	AUX
iajs-2483	380	8	independently	independently	ADV
iajs-2483	380	9	intelligent	intelligent	ADJ
iajs-2483	380	10	,	,	PUNCT
iajs-2483	380	11	they	they	PRON
iajs-2483	380	12	can	can	AUX
iajs-2483	380	13	run	run	VERB
iajs-2483	380	14	with	with	ADP
iajs-2483	380	15	other	other	ADJ
iajs-2483	380	16	agents	agent	NOUN
iajs-2483	380	17	cooperatively	cooperatively	ADV
iajs-2483	380	18	to	to	PART
iajs-2483	380	19	solve	solve	VERB
iajs-2483	380	20	sophisticated	sophisticated	ADJ
iajs-2483	380	21	tasks[12	tasks[12	NOUN
iajs-2483	380	22	]	]	PUNCT
iajs-2483	380	23	.	.	PUNCT
iajs-2483	381	1	9.8.cognitive	9.8.cognitive	NUM
iajs-2483	381	2	agent	agent	NOUN
iajs-2483	381	3	cognitive	cognitive	ADJ
iajs-2483	381	4	agents	agent	NOUN
iajs-2483	381	5	can	can	AUX
iajs-2483	381	6	introduce	introduce	VERB
iajs-2483	381	7	intelligent	intelligent	ADJ
iajs-2483	381	8	behavior	behavior	NOUN
iajs-2483	381	9	in	in	ADP
iajs-2483	381	10	some	some	DET
iajs-2483	381	11	ways	way	NOUN
iajs-2483	381	12	.	.	PUNCT
iajs-2483	382	1	in	in	ADP
iajs-2483	382	2	this	this	DET
iajs-2483	382	3	approach	approach	NOUN
iajs-2483	382	4	,	,	PUNCT
iajs-2483	382	5	intelligent	intelligent	ADJ
iajs-2483	382	6	agents	agent	NOUN
iajs-2483	382	7	have	have	AUX
iajs-2483	382	8	aims	aim	NOUN
iajs-2483	382	9	and	and	CCONJ
iajs-2483	382	10	can	can	AUX
iajs-2483	382	11	find	find	VERB
iajs-2483	382	12	solutions	solution	NOUN
iajs-2483	382	13	and	and	CCONJ
iajs-2483	382	14	perform	perform	VERB
iajs-2483	382	15	them	they	PRON
iajs-2483	382	16	.	.	PUNCT
iajs-2483	383	1	they	they	PRON
iajs-2483	383	2	can	can	AUX
iajs-2483	383	3	regulate	regulate	VERB
iajs-2483	383	4	their	their	PRON
iajs-2483	383	5	actions	action	NOUN
iajs-2483	383	6	and	and	CCONJ
iajs-2483	383	7	utilize	utilize	VERB
iajs-2483	383	8	complex	complex	ADJ
iajs-2483	383	9	communication	communication	NOUN
iajs-2483	383	10	approaches[3	approaches[3	PROPN
iajs-2483	383	11	]	]	PUNCT
iajs-2483	383	12	.	.	PUNCT
iajs-2483	384	1	using	use	VERB
iajs-2483	384	2	their	their	PRON
iajs-2483	384	3	knowledge	knowledge	NOUN
iajs-2483	384	4	,	,	PUNCT
iajs-2483	384	5	the	the	DET
iajs-2483	384	6	agents	agent	NOUN
iajs-2483	384	7	can	can	AUX
iajs-2483	384	8	interact	interact	VERB
iajs-2483	384	9	with	with	ADP
iajs-2483	384	10	their	their	PRON
iajs-2483	384	11	environment	environment	NOUN
iajs-2483	384	12	.	.	PUNCT
iajs-2483	385	1	they	they	PRON
iajs-2483	385	2	can	can	AUX
iajs-2483	385	3	also	also	ADV
iajs-2483	385	4	upgrade	upgrade	VERB
iajs-2483	385	5	and	and	CCONJ
iajs-2483	385	6	modify	modify	VERB
iajs-2483	385	7	their	their	PRON
iajs-2483	385	8	states	state	NOUN
iajs-2483	385	9	using	use	VERB
iajs-2483	385	10	learning	learn	VERB
iajs-2483	385	11	techniques	technique	NOUN
iajs-2483	385	12	to	to	PART
iajs-2483	385	13	instruct	instruct	VERB
iajs-2483	385	14	and	and	CCONJ
iajs-2483	385	15	lead	lead	VERB
iajs-2483	385	16	their	their	PRON
iajs-2483	385	17	actions	action	NOUN
iajs-2483	385	18	and	and	CCONJ
iajs-2483	385	19	make	make	VERB
iajs-2483	385	20	decisions	decision	NOUN
iajs-2483	385	21	.	.	PUNCT
iajs-2483	386	1	they	they	PRON
iajs-2483	386	2	have	have	VERB
iajs-2483	386	3	more	more	ADJ
iajs-2483	386	4	flexibility	flexibility	NOUN
iajs-2483	386	5	comparing	compare	VERB
iajs-2483	386	6	to	to	PART
iajs-2483	386	7	reactive	reactive	ADJ
iajs-2483	386	8	agents[12	agents[12	NOUN
iajs-2483	386	9	]	]	X
iajs-2483	386	10	.	.	PUNCT
iajs-2483	387	1	10	10	NUM
iajs-2483	387	2	.	.	PUNCT
iajs-2483	388	1	communication	communication	NOUN
iajs-2483	388	2	in	in	ADP
iajs-2483	388	3	mas	mas	PROPN
iajs-2483	388	4	three	three	NUM
iajs-2483	388	5	common	common	ADJ
iajs-2483	388	6	methods	method	NOUN
iajs-2483	388	7	of	of	ADP
iajs-2483	388	8	agent	agent	NOUN
iajs-2483	388	9	communications	communication	NOUN
iajs-2483	388	10	are	be	AUX
iajs-2483	388	11	explained	explain	VERB
iajs-2483	388	12	below	below	ADV
iajs-2483	388	13	:	:	PUNCT
iajs-2483	388	14	10.1	10.1	NUM
iajs-2483	388	15	.	.	PUNCT
iajs-2483	389	1	speech	speech	NOUN
iajs-2483	389	2	act	act	VERB
iajs-2483	389	3	the	the	DET
iajs-2483	389	4	theoretical	theoretical	ADJ
iajs-2483	389	5	idea	idea	NOUN
iajs-2483	389	6	of	of	ADP
iajs-2483	389	7	speech	speech	NOUN
iajs-2483	389	8	act	act	NOUN
iajs-2483	389	9	deals	deal	NOUN
iajs-2483	389	10	with	with	ADP
iajs-2483	389	11	agent	agent	NOUN
iajs-2483	389	12	communication	communication	NOUN
iajs-2483	389	13	like	like	ADP
iajs-2483	389	14	actions	action	NOUN
iajs-2483	389	15	or	or	CCONJ
iajs-2483	389	16	behaviors	behavior	NOUN
iajs-2483	389	17	.	.	PUNCT
iajs-2483	390	1	this	this	DET
iajs-2483	390	2	theory	theory	NOUN
iajs-2483	390	3	begins	begin	VERB
iajs-2483	390	4	with	with	ADP
iajs-2483	390	5	the	the	DET
iajs-2483	390	6	research	research	NOUN
iajs-2483	390	7	of	of	ADP
iajs-2483	390	8	austin	austin	PROPN
iajs-2483	390	9	.	.	PUNCT
iajs-2483	391	1	he	he	PRON
iajs-2483	391	2	remarked	remark	VERB
iajs-2483	391	3	that	that	SCONJ
iajs-2483	391	4	a	a	DET
iajs-2483	391	5	special	special	ADJ
iajs-2483	391	6	kind	kind	NOUN
iajs-2483	391	7	of	of	ADP
iajs-2483	391	8	utterance	utterance	NOUN
iajs-2483	391	9	(	(	PUNCT
iajs-2483	391	10	known	know	VERB
iajs-2483	391	11	as	as	ADP
iajs-2483	391	12	speech	speech	NOUN
iajs-2483	391	13	act	act	PROPN
iajs-2483	391	14	)	)	PUNCT
iajs-2483	391	15	had	have	VERB
iajs-2483	391	16	the	the	DET
iajs-2483	391	17	features	feature	NOUN
iajs-2483	391	18	of	of	ADP
iajs-2483	391	19	behaviors	behavior	NOUN
iajs-2483	391	20	or	or	CCONJ
iajs-2483	391	21	actions	action	NOUN
iajs-2483	391	22	,	,	PUNCT
iajs-2483	391	23	such	such	ADJ
iajs-2483	391	24	that	that	SCONJ
iajs-2483	391	25	they	they	PRON
iajs-2483	391	26	can	can	AUX
iajs-2483	391	27	change	change	VERB
iajs-2483	391	28	the	the	DET
iajs-2483	391	29	physical	physical	ADJ
iajs-2483	391	30	world	world	NOUN
iajs-2483	391	31	situation	situation	NOUN
iajs-2483	391	32	in	in	ADP
iajs-2483	391	33	a	a	DET
iajs-2483	391	34	method	method	NOUN
iajs-2483	391	35	similar	similar	ADJ
iajs-2483	391	36	to	to	ADP
iajs-2483	391	37	physical	physical	ADJ
iajs-2483	391	38	behavior	behavior	NOUN
iajs-2483	391	39	.	.	PUNCT
iajs-2483	392	1	for	for	ADP
iajs-2483	392	2	example	example	NOUN
iajs-2483	392	3	,	,	PUNCT
iajs-2483	392	4	if	if	SCONJ
iajs-2483	392	5	someone	someone	PRON
iajs-2483	392	6	raises	raise	VERB
iajs-2483	392	7	a	a	DET
iajs-2483	392	8	cube	cube	NOUN
iajs-2483	392	9	from	from	ADP
iajs-2483	392	10	a	a	DET
iajs-2483	392	11	table	table	NOUN
iajs-2483	392	12	,	,	PUNCT
iajs-2483	392	13	then	then	ADV
iajs-2483	392	14	the	the	DET
iajs-2483	392	15	physical	physical	ADJ
iajs-2483	392	16	environment	environment	NOUN
iajs-2483	392	17	has	have	AUX
iajs-2483	392	18	altered	alter	VERB
iajs-2483	392	19	somehow	somehow	ADV
iajs-2483	392	20	.	.	PUNCT
iajs-2483	393	1	if	if	SCONJ
iajs-2483	393	2	someone	someone	PRON
iajs-2483	393	3	says	say	VERB
iajs-2483	393	4	"	"	PUNCT
iajs-2483	393	5	i	i	PRON
iajs-2483	393	6	announce	announce	VERB
iajs-2483	393	7	you	you	PRON
iajs-2483	393	8	like	like	ADP
iajs-2483	393	9	a	a	DET
iajs-2483	393	10	man	man	NOUN
iajs-2483	393	11	and	and	CCONJ
iajs-2483	393	12	a	a	DET
iajs-2483	393	13	wife	wife	NOUN
iajs-2483	393	14	"	"	PUNCT
iajs-2483	393	15	,	,	PUNCT
iajs-2483	393	16	then	then	ADV
iajs-2483	393	17	this	this	DET
iajs-2483	393	18	statement	statement	NOUN
iajs-2483	393	19	influences	influence	VERB
iajs-2483	393	20	the	the	DET
iajs-2483	393	21	world	world	NOUN
iajs-2483	393	22	by	by	ADP
iajs-2483	393	23	determining	determine	VERB
iajs-2483	393	24	new	new	ADJ
iajs-2483	393	25	identifications	identification	NOUN
iajs-2483	393	26	and	and	CCONJ
iajs-2483	393	27	changes[5	changes[5	NOUN
iajs-2483	393	28	]	]	PUNCT
iajs-2483	393	29	.	.	PUNCT
iajs-2483	394	1	austin	austin	PROPN
iajs-2483	394	2	declared	declare	VERB
iajs-2483	394	3	several	several	ADJ
iajs-2483	394	4	performatives	performative	NOUN
iajs-2483	394	5	,	,	PUNCT
iajs-2483	394	6	which	which	PRON
iajs-2483	394	7	means	mean	VERB
iajs-2483	394	8	various	various	ADJ
iajs-2483	394	9	kinds	kind	NOUN
iajs-2483	394	10	of	of	ADP
iajs-2483	394	11	speech	speech	NOUN
iajs-2483	394	12	acts	act	NOUN
iajs-2483	394	13	.	.	PUNCT
iajs-2483	395	1	examples	example	NOUN
iajs-2483	395	2	of	of	ADP
iajs-2483	395	3	such	such	ADJ
iajs-2483	395	4	speech	speech	NOUN
iajs-2483	395	5	acts	act	NOUN
iajs-2483	395	6	are	be	AUX
iajs-2483	395	7	,	,	PUNCT
iajs-2483	395	8	inform	inform	VERB
iajs-2483	395	9	,	,	PUNCT
iajs-2483	395	10	ask	ask	NOUN
iajs-2483	395	11	,	,	PUNCT
iajs-2483	395	12	stream	stream	NOUN
iajs-2483	395	13	,	,	PUNCT
iajs-2483	395	14	etc	etc	X
iajs-2483	395	15	.	.	X
iajs-2483	396	1	austin	austin	PROPN
iajs-2483	396	2	also	also	ADV
iajs-2483	396	3	indicates	indicate	VERB
iajs-2483	396	4	the	the	DET
iajs-2483	396	5	conditions	condition	NOUN
iajs-2483	396	6	and	and	CCONJ
iajs-2483	396	7	requirements	requirement	NOUN
iajs-2483	396	8	needed	need	VERB
iajs-2483	396	9	for	for	ADP
iajs-2483	396	10	completing	complete	VERB
iajs-2483	396	11	or	or	CCONJ
iajs-2483	396	12	performing	perform	VERB
iajs-2483	396	13	the	the	DET
iajs-2483	396	14	performatives	performative	NOUN
iajs-2483	396	15	.	.	PUNCT
iajs-2483	397	1	he	he	PRON
iajs-2483	397	2	pointed	point	VERB
iajs-2483	397	3	out	out	ADP
iajs-2483	397	4	them	they	PRON
iajs-2483	397	5	as	as	ADP
iajs-2483	397	6	feasible	feasible	ADJ
iajs-2483	397	7	conditions	condition	NOUN
iajs-2483	397	8	.	.	PUNCT
iajs-2483	398	1	moreover	moreover	ADV
iajs-2483	398	2	,	,	PUNCT
iajs-2483	398	3	an	an	DET
iajs-2483	398	4	agent	agent	NOUN
iajs-2483	398	5	can	can	AUX
iajs-2483	398	6	behave	behave	VERB
iajs-2483	398	7	like	like	ADP
iajs-2483	398	8	a	a	DET
iajs-2483	398	9	speaker	speaker	NOUN
iajs-2483	398	10	that	that	PRON
iajs-2483	398	11	introduces	introduce	VERB
iajs-2483	398	12	utterance	utterance	NOUN
iajs-2483	398	13	to	to	PART
iajs-2483	398	14	alter	alter	VERB
iajs-2483	398	15	the	the	DET
iajs-2483	398	16	ideas	idea	NOUN
iajs-2483	398	17	and	and	CCONJ
iajs-2483	398	18	assumptions	assumption	NOUN
iajs-2483	398	19	of	of	ADP
iajs-2483	398	20	a	a	DET
iajs-2483	398	21	listener	listener	NOUN
iajs-2483	398	22	(	(	PUNCT
iajs-2483	398	23	or	or	CCONJ
iajs-2483	398	24	hearer	hearer	ADJ
iajs-2483	398	25	)	)	PUNCT
iajs-2483	398	26	.	.	PUNCT
iajs-2483	399	1	agents	agent	NOUN
iajs-2483	399	2	achieve	achieve	VERB
iajs-2483	399	3	utterance	utterance	NOUN
iajs-2483	399	4	by	by	ADP
iajs-2483	399	5	performing	perform	VERB
iajs-2483	399	6	actions	action	NOUN
iajs-2483	399	7	that	that	PRON
iajs-2483	399	8	are	be	AUX
iajs-2483	399	9	observed	observe	VERB
iajs-2483	399	10	as	as	ADP
iajs-2483	399	11	an	an	DET
iajs-2483	399	12	utterance	utterance	NOUN
iajs-2483	399	13	in	in	ADP
iajs-2483	399	14	accordance	accordance	NOUN
iajs-2483	399	15	to	to	ADP
iajs-2483	399	16	grammar[2	grammar[2	PROPN
iajs-2483	399	17	,	,	PUNCT
iajs-2483	399	18	5	5	NUM
iajs-2483	399	19	]	]	PUNCT
iajs-2483	399	20	.	.	PUNCT
iajs-2483	400	1	10.2	10.2	NUM
iajs-2483	400	2	.	.	PUNCT
iajs-2483	401	1	message	message	NOUN
iajs-2483	401	2	passing	pass	VERB
iajs-2483	401	3	it	it	PRON
iajs-2483	401	4	is	be	AUX
iajs-2483	401	5	also	also	ADV
iajs-2483	401	6	called	call	VERB
iajs-2483	401	7	local	local	ADJ
iajs-2483	401	8	communication	communication	NOUN
iajs-2483	401	9	.	.	PUNCT
iajs-2483	402	1	in	in	ADP
iajs-2483	402	2	this	this	DET
iajs-2483	402	3	approach	approach	NOUN
iajs-2483	402	4	,	,	PUNCT
iajs-2483	402	5	agents	agent	NOUN
iajs-2483	402	6	send	send	VERB
iajs-2483	402	7	messages	message	NOUN
iajs-2483	402	8	to	to	ADP
iajs-2483	402	9	other	other	ADJ
iajs-2483	402	10	agents	agent	NOUN
iajs-2483	402	11	.	.	PUNCT
iajs-2483	403	1	the	the	DET
iajs-2483	403	2	information	information	NOUN
iajs-2483	403	3	movement	movement	NOUN
iajs-2483	403	4	is	be	AUX
iajs-2483	403	5	in	in	ADP
iajs-2483	403	6	two	two	NUM
iajs-2483	403	7	directions	direction	NOUN
iajs-2483	403	8	which	which	PRON
iajs-2483	403	9	makes	make	VERB
iajs-2483	403	10	a	a	DET
iajs-2483	403	11	distributed	distribute	VERB
iajs-2483	403	12	structure	structure	NOUN
iajs-2483	403	13	and	and	CCONJ
iajs-2483	403	14	minimizes	minimize	VERB
iajs-2483	403	15	the	the	DET
iajs-2483	403	16	possibility	possibility	NOUN
iajs-2483	403	17	of	of	ADP
iajs-2483	403	18	failure	failure	NOUN
iajs-2483	403	19	of	of	ADP
iajs-2483	403	20	central	central	ADJ
iajs-2483	403	21	agents	agent	NOUN
iajs-2483	403	22	[	[	X
iajs-2483	403	23	2	2	NUM
iajs-2483	403	24	]	]	PUNCT
iajs-2483	403	25	.	.	PUNCT
iajs-2483	404	1	figure	figure	NOUN
iajs-2483	404	2	16	16	NUM
iajs-2483	404	3	.	.	PUNCT
iajs-2483	405	1	shows	show	VERB
iajs-2483	405	2	the	the	DET
iajs-2483	405	3	message	message	NOUN
iajs-2483	405	4	passing	pass	VERB
iajs-2483	405	5	method	method	NOUN
iajs-2483	405	6	.	.	PUNCT
iajs-2483	406	1	to	to	PART
iajs-2483	406	2	communicate	communicate	VERB
iajs-2483	406	3	with	with	ADP
iajs-2483	406	4	neighbor	neighbor	NOUN
iajs-2483	406	5	agents	agent	NOUN
iajs-2483	406	6	,	,	PUNCT
iajs-2483	406	7	the	the	DET
iajs-2483	406	8	agents	agent	NOUN
iajs-2483	406	9	utilize	utilize	VERB
iajs-2483	406	10	peer	peer	NOUN
iajs-2483	406	11	-	-	PUNCT
iajs-2483	406	12	to	to	ADP
iajs-2483	406	13	-	-	PUNCT
iajs-2483	406	14	peer	peer	NOUN
iajs-2483	406	15	or	or	CCONJ
iajs-2483	406	16	broadcast	broadcast	NOUN
iajs-2483	406	17	communication	communication	NOUN
iajs-2483	406	18	.	.	PUNCT
iajs-2483	407	1	agent	agent	NOUN
iajs-2483	407	2	1	1	NUM
iajs-2483	407	3	can	can	AUX
iajs-2483	407	4	immediately	immediately	ADV
iajs-2483	407	5	communicate	communicate	VERB
iajs-2483	407	6	with	with	ADP
iajs-2483	407	7	agent	agent	NOUN
iajs-2483	407	8	2	2	NUM
iajs-2483	407	9	by	by	ADP
iajs-2483	407	10	knowing	know	VERB
iajs-2483	407	11	the	the	DET
iajs-2483	407	12	address	address	NOUN
iajs-2483	407	13	of	of	ADP
iajs-2483	407	14	agent	agent	NOUN
iajs-2483	407	15	2	2	NUM
iajs-2483	407	16	.	.	PUNCT
iajs-2483	408	1	this	this	DET
iajs-2483	408	2	approach	approach	NOUN
iajs-2483	408	3	is	be	AUX
iajs-2483	408	4	used	use	VERB
iajs-2483	408	5	in	in	ADP
iajs-2483	408	6	peer	peer	NOUN
iajs-2483	408	7	-	-	PUNCT
iajs-2483	408	8	to	to	ADP
iajs-2483	408	9	-	-	PUNCT
iajs-2483	408	10	peer	peer	NOUN
iajs-2483	408	11	communication	communication	NOUN
iajs-2483	408	12	.	.	PUNCT
iajs-2483	409	1	in	in	ADP
iajs-2483	409	2	a	a	DET
iajs-2483	409	3	broadcast	broadcast	NOUN
iajs-2483	409	4	approach	approach	NOUN
iajs-2483	409	5	,	,	PUNCT
iajs-2483	409	6	agent	agent	NOUN
iajs-2483	409	7	1	1	NUM
iajs-2483	409	8	communicates	communicate	NOUN
iajs-2483	409	9	with	with	ADP
iajs-2483	409	10	all	all	DET
iajs-2483	409	11	other	other	ADJ
iajs-2483	409	12	agents	agent	NOUN
iajs-2483	409	13	by	by	ADP
iajs-2483	409	14	sending	send	VERB
iajs-2483	409	15	them	they	PRON
iajs-2483	409	16	a	a	DET
iajs-2483	409	17	message	message	NOUN
iajs-2483	409	18	.	.	PUNCT
iajs-2483	410	1	the	the	DET
iajs-2483	410	2	agents	agent	NOUN
iajs-2483	410	3	should	should	AUX
iajs-2483	410	4	use	use	VERB
iajs-2483	410	5	a	a	DET
iajs-2483	410	6	consistent	consistent	ADJ
iajs-2483	410	7	structure	structure	NOUN
iajs-2483	410	8	to	to	PART
iajs-2483	410	9	assure	assure	VERB
iajs-2483	410	10	that	that	SCONJ
iajs-2483	410	11	the	the	DET
iajs-2483	410	12	message	message	NOUN
iajs-2483	410	13	is	be	AUX
iajs-2483	410	14	interpretable[17	interpretable[17	ADJ
iajs-2483	410	15	,	,	PUNCT
iajs-2483	410	16	18	18	NUM
iajs-2483	410	17	]	]	PUNCT
iajs-2483	410	18	.	.	PUNCT
iajs-2483	410	19	  	  	SPACE
iajs-2483	411	1	204	204	NUM
iajs-2483	411	2	ibn	ibn	PROPN
iajs-2483	411	3	al	al	PROPN
iajs-2483	411	4	-	-	PUNCT
iajs-2483	411	5	haitham	haitham	PROPN
iajs-2483	411	6	jour	jour	X
iajs-2483	411	7	.	.	PROPN
iajs-2483	411	8	for	for	ADP
iajs-2483	411	9	pure	pure	ADJ
iajs-2483	411	10	&	&	CCONJ
iajs-2483	411	11	appl	appl	PROPN
iajs-2483	411	12	.	.	PUNCT
iajs-2483	412	1	sci	sci	PROPN
iajs-2483	412	2	.	.	PROPN
iajs-2483	413	1	33	33	NUM
iajs-2483	413	2	(	(	PUNCT
iajs-2483	413	3	3	3	NUM
iajs-2483	413	4	)	)	PUNCT
iajs-2483	413	5	2020	2020	NUM
iajs-2483	413	6	figure	figure	VERB
iajs-2483	413	7	16	16	NUM
iajs-2483	413	8	.	.	PUNCT
iajs-2483	414	1	message	message	NOUN
iajs-2483	414	2	passing	pass	VERB
iajs-2483	414	3	[	[	X
iajs-2483	414	4	2	2	NUM
iajs-2483	414	5	]	]	PUNCT
iajs-2483	414	6	.	.	PUNCT
iajs-2483	415	1	in	in	ADP
iajs-2483	415	2	this	this	DET
iajs-2483	415	3	approach	approach	NOUN
iajs-2483	415	4	,	,	PUNCT
iajs-2483	415	5	agents	agent	NOUN
iajs-2483	415	6	may	may	AUX
iajs-2483	415	7	cooperatively	cooperatively	ADV
iajs-2483	415	8	share	share	VERB
iajs-2483	415	9	a	a	DET
iajs-2483	415	10	repository	repository	NOUN
iajs-2483	415	11	that	that	PRON
iajs-2483	415	12	contains	contain	VERB
iajs-2483	415	13	data	datum	NOUN
iajs-2483	415	14	with	with	ADP
iajs-2483	415	15	other	other	ADJ
iajs-2483	415	16	agents	agent	NOUN
iajs-2483	415	17	.	.	PUNCT
iajs-2483	416	1	the	the	DET
iajs-2483	416	2	repository	repository	NOUN
iajs-2483	416	3	offers	offer	VERB
iajs-2483	416	4	effective	effective	ADJ
iajs-2483	416	5	storage	storage	NOUN
iajs-2483	416	6	and	and	CCONJ
iajs-2483	416	7	retrieving	retrieving	NOUN
iajs-2483	416	8	of	of	ADP
iajs-2483	416	9	data	datum	NOUN
iajs-2483	416	10	for	for	ADP
iajs-2483	416	11	agents	agent	NOUN
iajs-2483	416	12	.	.	PUNCT
iajs-2483	417	1	figure	figure	VERB
iajs-2483	417	2	17	17	NUM
iajs-2483	417	3	.	.	PUNCT
iajs-2483	418	1	illustrates	illustrate	VERB
iajs-2483	418	2	the	the	DET
iajs-2483	418	3	blackboard	blackboard	NOUN
iajs-2483	418	4	communication[2	communication[2	PROPN
iajs-2483	418	5	,	,	PUNCT
iajs-2483	418	6	3	3	NUM
iajs-2483	418	7	]	]	PUNCT
iajs-2483	418	8	.	.	PUNCT
iajs-2483	419	1	every	every	DET
iajs-2483	419	2	agent	agent	NOUN
iajs-2483	419	3	can	can	AUX
iajs-2483	419	4	save	save	VERB
iajs-2483	419	5	its	its	PRON
iajs-2483	419	6	data	datum	NOUN
iajs-2483	419	7	and	and	CCONJ
iajs-2483	419	8	information	information	NOUN
iajs-2483	419	9	on	on	ADP
iajs-2483	419	10	the	the	DET
iajs-2483	419	11	blackboard	blackboard	NOUN
iajs-2483	419	12	which	which	PRON
iajs-2483	419	13	can	can	AUX
iajs-2483	419	14	be	be	AUX
iajs-2483	419	15	read	read	VERB
iajs-2483	419	16	by	by	ADP
iajs-2483	419	17	neighbor	neighbor	NOUN
iajs-2483	419	18	agents	agent	NOUN
iajs-2483	419	19	.	.	PUNCT
iajs-2483	420	1	the	the	DET
iajs-2483	420	2	blackboard	blackboard	NOUN
iajs-2483	420	3	utilizes	utilize	VERB
iajs-2483	420	4	a	a	DET
iajs-2483	420	5	controlled	control	VERB
iajs-2483	420	6	knowledge	knowledge	NOUN
iajs-2483	420	7	to	to	PART
iajs-2483	420	8	manage	manage	VERB
iajs-2483	420	9	agents	agent	NOUN
iajs-2483	420	10	accessing	access	VERB
iajs-2483	420	11	them	they	PRON
iajs-2483	420	12	.	.	PUNCT
iajs-2483	421	1	every	every	DET
iajs-2483	421	2	agent	agent	NOUN
iajs-2483	421	3	may	may	AUX
iajs-2483	421	4	reach	reach	VERB
iajs-2483	421	5	some	some	DET
iajs-2483	421	6	data	datum	NOUN
iajs-2483	421	7	in	in	ADP
iajs-2483	421	8	the	the	DET
iajs-2483	421	9	control	control	NOUN
iajs-2483	421	10	knowledge[2	knowledge[2	PROPN
iajs-2483	421	11	,	,	PUNCT
iajs-2483	421	12	5	5	NUM
iajs-2483	421	13	]	]	PUNCT
iajs-2483	421	14	.	.	PUNCT
iajs-2483	422	1	figure	figure	NOUN
iajs-2483	422	2	17	17	NUM
iajs-2483	422	3	.	.	PUNCT
iajs-2483	423	1	the	the	DET
iajs-2483	423	2	blackboard	blackboard	NOUN
iajs-2483	423	3	architecture	architecture	NOUN
iajs-2483	423	4	.	.	PUNCT
iajs-2483	424	1	11	11	NUM
iajs-2483	424	2	.	.	PUNCT
iajs-2483	425	1	agent	agent	NOUN
iajs-2483	425	2	communication	communication	NOUN
iajs-2483	425	3	language	language	NOUN
iajs-2483	425	4	acl	acl	PROPN
iajs-2483	425	5	because	because	SCONJ
iajs-2483	425	6	of	of	ADP
iajs-2483	425	7	the	the	DET
iajs-2483	425	8	increase	increase	NOUN
iajs-2483	425	9	in	in	ADP
iajs-2483	425	10	agents	agent	NOUN
iajs-2483	425	11	’	'	PUNCT
iajs-2483	425	12	number	number	NOUN
iajs-2483	425	13	and	and	CCONJ
iajs-2483	425	14	their	their	PRON
iajs-2483	425	15	heterogeneous	heterogeneous	ADJ
iajs-2483	425	16	groups	group	NOUN
iajs-2483	425	17	,	,	PUNCT
iajs-2483	425	18	a	a	DET
iajs-2483	425	19	shared	share	VERB
iajs-2483	425	20	structure	structure	NOUN
iajs-2483	425	21	must	must	AUX
iajs-2483	425	22	exist	exist	VERB
iajs-2483	425	23	to	to	PART
iajs-2483	425	24	assist	assist	VERB
iajs-2483	425	25	the	the	DET
iajs-2483	425	26	appropriate	appropriate	ADJ
iajs-2483	425	27	cooperation	cooperation	NOUN
iajs-2483	425	28	and	and	CCONJ
iajs-2483	425	29	data	datum	NOUN
iajs-2483	425	30	sharing	share	VERB
iajs-2483	425	31	among	among	ADP
iajs-2483	425	32	agents	agent	NOUN
iajs-2483	425	33	.	.	PUNCT
iajs-2483	426	1	the	the	DET
iajs-2483	426	2	semantics	semantic	NOUN
iajs-2483	426	3	of	of	ADP
iajs-2483	426	4	messages	message	NOUN
iajs-2483	426	5	is	be	AUX
iajs-2483	426	6	crucial	crucial	ADJ
iajs-2483	426	7	to	to	PART
iajs-2483	426	8	assure	assure	VERB
iajs-2483	426	9	that	that	SCONJ
iajs-2483	426	10	communication	communication	NOUN
iajs-2483	426	11	among	among	ADP
iajs-2483	426	12	agents	agent	NOUN
iajs-2483	426	13	has	have	VERB
iajs-2483	426	14	the	the	DET
iajs-2483	426	15	same	same	ADJ
iajs-2483	426	16	meaning	meaning	NOUN
iajs-2483	426	17	of	of	ADP
iajs-2483	426	18	exchanging	exchange	VERB
iajs-2483	426	19	information	information	NOUN
iajs-2483	426	20	.	.	PUNCT
iajs-2483	427	1	this	this	DET
iajs-2483	427	2	shared	share	VERB
iajs-2483	427	3	structure	structure	NOUN
iajs-2483	427	4	is	be	AUX
iajs-2483	427	5	offered	offer	VERB
iajs-2483	427	6	by	by	ADP
iajs-2483	427	7	agent	agent	NOUN
iajs-2483	427	8	communication	communication	NOUN
iajs-2483	427	9	language[3	language[3	NOUN
iajs-2483	427	10	,	,	PUNCT
iajs-2483	427	11	5	5	NUM
iajs-2483	427	12	]	]	PUNCT
iajs-2483	427	13	.	.	PUNCT
iajs-2483	428	1	the	the	DET
iajs-2483	428	2	designing	design	VERB
iajs-2483	428	3	concepts	concept	NOUN
iajs-2483	428	4	of	of	ADP
iajs-2483	428	5	acl	acl	PROPN
iajs-2483	428	6	should	should	AUX
iajs-2483	428	7	include	include	VERB
iajs-2483	428	8	:	:	PUNCT
iajs-2483	428	9			NOUN
iajs-2483	428	10	shared	share	VERB
iajs-2483	428	11	interaction	interaction	NOUN
iajs-2483	428	12	language	language	NOUN
iajs-2483	428	13	(	(	PUNCT
iajs-2483	428	14	which	which	PRON
iajs-2483	428	15	is	be	AUX
iajs-2483	428	16	also	also	ADV
iajs-2483	428	17	called	call	VERB
iajs-2483	428	18	a	a	DET
iajs-2483	428	19	protocol	protocol	NOUN
iajs-2483	428	20	)	)	PUNCT
iajs-2483	428	21	that	that	PRON
iajs-2483	428	22	can	can	AUX
iajs-2483	428	23	be	be	AUX
iajs-2483	428	24	realized	realize	VERB
iajs-2483	428	25	by	by	ADP
iajs-2483	428	26	other	other	ADJ
iajs-2483	428	27	agents	agent	NOUN
iajs-2483	428	28	.	.	PUNCT
iajs-2483	429	1			X
iajs-2483	429	2	a	a	DET
iajs-2483	429	3	common	common	ADJ
iajs-2483	429	4	ontology	ontology	NOUN
iajs-2483	429	5	such	such	ADJ
iajs-2483	429	6	that	that	SCONJ
iajs-2483	429	7	the	the	DET
iajs-2483	429	8	sent	send	VERB
iajs-2483	429	9	messages	message	NOUN
iajs-2483	429	10	include	include	VERB
iajs-2483	429	11	the	the	DET
iajs-2483	429	12	same	same	ADJ
iajs-2483	429	13	meaning	meaning	NOUN
iajs-2483	429	14	and	and	CCONJ
iajs-2483	429	15	follow	follow	VERB
iajs-2483	429	16	of	of	ADP
iajs-2483	429	17	agents	agent	NOUN
iajs-2483	429	18	’	'	PUNCT
iajs-2483	429	19	semantics	semantic	NOUN
iajs-2483	429	20	.	.	PUNCT
iajs-2483	430	1	acl	acl	PROPN
iajs-2483	430	2	must	must	AUX
iajs-2483	430	3	ensure	ensure	VERB
iajs-2483	430	4	coherence	coherence	NOUN
iajs-2483	430	5	which	which	PRON
iajs-2483	430	6	means	mean	VERB
iajs-2483	430	7	that	that	SCONJ
iajs-2483	430	8	the	the	DET
iajs-2483	430	9	same	same	ADJ
iajs-2483	430	10	performatives	performative	NOUN
iajs-2483	430	11	must	must	AUX
iajs-2483	430	12	contain	contain	VERB
iajs-2483	430	13	the	the	DET
iajs-2483	430	14	same	same	ADJ
iajs-2483	430	15	semantic	semantic	NOUN
iajs-2483	430	16	.	.	PUNCT
iajs-2483	431	1	acl	acl	PROPN
iajs-2483	431	2	should	should	AUX
iajs-2483	431	3	also	also	ADV
iajs-2483	431	4	ensure	ensure	VERB
iajs-2483	431	5	affinity	affinity	NOUN
iajs-2483	431	6	which	which	PRON
iajs-2483	431	7	means	mean	VERB
iajs-2483	431	8	that	that	SCONJ
iajs-2483	431	9	all	all	DET
iajs-2483	431	10	messages	message	NOUN
iajs-2483	431	11	use	use	VERB
iajs-2483	431	12	similar	similar	ADJ
iajs-2483	431	13	words	word	NOUN
iajs-2483	431	14	to	to	PART
iajs-2483	431	15	say	say	VERB
iajs-2483	431	16	similar	similar	ADJ
iajs-2483	431	17	things[16	things[16	NOUN
iajs-2483	431	18	]	]	PUNCT
iajs-2483	431	19	.	.	PUNCT
iajs-2483	432	1	furthermore	furthermore	ADV
iajs-2483	432	2	,	,	PUNCT
iajs-2483	432	3	acl	acl	PROPN
iajs-2483	432	4	is	be	AUX
iajs-2483	432	5	needed	need	VERB
iajs-2483	432	6	to	to	PART
iajs-2483	432	7	facilitate	facilitate	VERB
iajs-2483	432	8	agent	agent	NOUN
iajs-2483	432	9	communication	communication	NOUN
iajs-2483	432	10	with	with	ADP
iajs-2483	432	11	other	other	ADJ
iajs-2483	432	12	agents	agent	NOUN
iajs-2483	432	13	in	in	ADP
iajs-2483	432	14	order	order	NOUN
iajs-2483	432	15	to	to	PART
iajs-2483	432	16	communicate	communicate	VERB
iajs-2483	432	17	their	their	PRON
iajs-2483	432	18	aims	aim	NOUN
iajs-2483	432	19	,	,	PUNCT
iajs-2483	432	20	desires	desire	NOUN
iajs-2483	432	21	,	,	PUNCT
iajs-2483	432	22	and	and	CCONJ
iajs-2483	432	23	beliefs	belief	NOUN
iajs-2483	432	24	.	.	PUNCT
iajs-2483	433	1	acl	acl	PROPN
iajs-2483	433	2	permits	permit	VERB
iajs-2483	433	3	agents	agent	NOUN
iajs-2483	433	4	to	to	PART
iajs-2483	433	5	enhance	enhance	VERB
iajs-2483	433	6	other	other	ADJ
iajs-2483	433	7	agents	agent	NOUN
iajs-2483	433	8	to	to	PART
iajs-2483	433	9	perform	perform	VERB
iajs-2483	433	10	goals	goal	NOUN
iajs-2483	433	11	,	,	PUNCT
iajs-2483	433	12	to	to	PART
iajs-2483	433	13	observe	observe	VERB
iajs-2483	433	14	their	their	PRON
iajs-2483	433	15	running	running	NOUN
iajs-2483	433	16	,	,	PUNCT
iajs-2483	433	17	to	to	PART
iajs-2483	433	18	report	report	VERB
iajs-2483	433	19	their	their	PRON
iajs-2483	433	20	progress	progress	NOUN
iajs-2483	433	21	,	,	PUNCT
iajs-2483	433	22	to	to	PART
iajs-2483	433	23	refuse	refuse	VERB
iajs-2483	433	24	to	to	PART
iajs-2483	433	25	perform	perform	VERB
iajs-2483	433	26	tasks	task	NOUN
iajs-2483	433	27	and	and	CCONJ
iajs-2483	433	28	to	to	PART
iajs-2483	433	29	agree	agree	VERB
iajs-2483	433	30	for	for	ADP
iajs-2483	433	31	achieving	achieve	VERB
iajs-2483	433	32	goals	goal	NOUN
iajs-2483	433	33	for	for	ADP
iajs-2483	433	34	neighboring	neighboring	NOUN
iajs-2483	433	35	agents[18	agents[18	NOUN
iajs-2483	433	36	]	]	PUNCT
iajs-2483	433	37	.	.	PUNCT
iajs-2483	434	1	acl	acl	PROPN
iajs-2483	434	2	is	be	AUX
iajs-2483	434	3	modeled	model	VERB
iajs-2483	434	4	depending	depend	VERB
iajs-2483	434	5	on	on	ADP
iajs-2483	434	6	the	the	DET
iajs-2483	434	7	statements	statement	NOUN
iajs-2483	434	8	sharing	share	VERB
iajs-2483	434	9	determined	determined	ADJ
iajs-2483	434	10	hypothesis	hypothesis	NOUN
iajs-2483	434	11	definitions	definition	NOUN
iajs-2483	434	12	etc	etc	X
iajs-2483	434	13	.	.	PUNCT
iajs-2483	435	1	these	these	DET
iajs-2483	435	2	declarative	declarative	ADJ
iajs-2483	435	3	sentences	sentence	NOUN
iajs-2483	435	4	should	should	AUX
iajs-2483	435	5	be	be	AUX
iajs-2483	435	6	meaningful	meaningful	ADJ
iajs-2483	435	7	to	to	PART
iajs-2483	435	8	incorporate	incorporate	VERB
iajs-2483	435	9	a	a	DET
iajs-2483	435	10	variation	variation	NOUN
iajs-2483	435	11	of	of	ADP
iajs-2483	435	12	the	the	DET
iajs-2483	435	13	pieces	piece	NOUN
iajs-2483	435	14	of	of	ADP
iajs-2483	435	15	information[2	information[2	PROPN
iajs-2483	435	16	]	]	PUNCT
iajs-2483	435	17	.	.	PUNCT
iajs-2483	436	1	the	the	DET
iajs-2483	436	2	declarative	declarative	ADJ
iajs-2483	436	3	sentences	sentence	NOUN
iajs-2483	436	4	can	can	AUX
iajs-2483	436	5	be	be	AUX
iajs-2483	436	6	short	short	ADJ
iajs-2483	436	7	in	in	ADP
iajs-2483	436	8	length	length	NOUN
iajs-2483	436	9	and	and	CCONJ
iajs-2483	436	10	concise	concise	ADJ
iajs-2483	436	11	because	because	SCONJ
iajs-2483	436	12	the	the	DET
iajs-2483	436	13	long	long	ADJ
iajs-2483	436	14	statements	statement	NOUN
iajs-2483	436	15	may	may	AUX
iajs-2483	436	16	influence	influence	VERB
iajs-2483	436	17	the	the	DET
iajs-2483	436	18	communication	communication	NOUN
iajs-2483	436	19	cost	cost	NOUN
iajs-2483	436	20	and	and	CCONJ
iajs-2483	436	21	the	the	DET
iajs-2483	436	22	damage	damage	NOUN
iajs-2483	436	23	of	of	ADP
iajs-2483	436	24	information	information	NOUN
iajs-2483	436	25	.	.	PUNCT
iajs-2483	437	1	the	the	DET
iajs-2483	437	2	declarative	declarative	ADJ
iajs-2483	437	3	sentences	sentence	NOUN
iajs-2483	437	4	are	be	AUX
iajs-2483	437	5	required	require	VERB
iajs-2483	437	6	to	to	PART
iajs-2483	437	7	be	be	AUX
iajs-2483	437	8	simple	simple	ADJ
iajs-2483	437	9	to	to	AUX
iajs-2483	437	10	permit	permit	VERB
iajs-2483	437	11	using	use	VERB
iajs-2483	437	12	higher	high	ADJ
iajs-2483	437	13	language	language	NOUN
iajs-2483	437	14	.	.	PUNCT
iajs-2483	438	1	to	to	PART
iajs-2483	438	2	match	match	VERB
iajs-2483	438	3	all	all	DET
iajs-2483	438	4	these	these	DET
iajs-2483	438	5	needs	need	NOUN
iajs-2483	438	6	in	in	ADP
iajs-2483	438	7	acl	acl	PROPN
iajs-2483	438	8	,	,	PUNCT
iajs-2483	438	9	the	the	DET
iajs-2483	438	10	darpa	darpa	PROPN
iajs-2483	438	11	knowledge	knowledge	NOUN
iajs-2483	438	12	-	-	PUNCT
iajs-2483	438	13	sharing	share	VERB
iajs-2483	438	14	effort	effort	NOUN
iajs-2483	438	15	(	(	PUNCT
iajs-2483	438	16	kse	kse	PROPN
iajs-2483	438	17	)	)	PUNCT
iajs-2483	438	18	was	be	AUX
iajs-2483	438	19	constituted	constitute	VERB
iajs-2483	438	20	in	in	ADP
iajs-2483	438	21	1990	1990	NUM
iajs-2483	438	22	a1	a1	NOUN
iajs-2483	438	23	  	  	SPACE
iajs-2483	438	24	a4	a4	PROPN
iajs-2483	438	25	  	  	SPACE
iajs-2483	438	26	a2	a2	PROPN
iajs-2483	438	27	a3	a3	PROPN
iajs-2483	438	28	aa1	aa1	PROPN
iajs-2483	438	29	a3	a3	PROPN
iajs-2483	438	30	blackboard	blackboard	PROPN
iajs-2483	438	31	a2	a2	PROPN
iajs-2483	438	32	a4	a4	PROPN
iajs-2483	438	33	  	  	SPACE
iajs-2483	438	34	205	205	NUM
iajs-2483	438	35	ibn	ibn	PROPN
iajs-2483	438	36	al	al	PROPN
iajs-2483	438	37	-	-	PUNCT
iajs-2483	438	38	haitham	haitham	PROPN
iajs-2483	438	39	jour	jour	X
iajs-2483	438	40	.	.	PROPN
iajs-2483	439	1	for	for	ADP
iajs-2483	439	2	pure	pure	ADJ
iajs-2483	439	3	&	&	CCONJ
iajs-2483	439	4	appl	appl	PROPN
iajs-2483	439	5	.	.	PUNCT
iajs-2483	440	1	sci	sci	PROPN
iajs-2483	440	2	.	.	PROPN
iajs-2483	441	1	33	33	NUM
iajs-2483	441	2	(	(	PUNCT
iajs-2483	441	3	3	3	NUM
iajs-2483	441	4	)	)	PUNCT
iajs-2483	441	5	2020	2020	NUM
iajs-2483	442	1	with	with	ADP
iajs-2483	442	2	the	the	DET
iajs-2483	442	3	motivation	motivation	NOUN
iajs-2483	442	4	of	of	ADP
iajs-2483	442	5	finding	find	VERB
iajs-2483	442	6	and	and	CCONJ
iajs-2483	442	7	developing	develop	VERB
iajs-2483	442	8	protocols	protocol	NOUN
iajs-2483	442	9	for	for	ADP
iajs-2483	442	10	knowledge	knowledge	NOUN
iajs-2483	442	11	exchange	exchange	NOUN
iajs-2483	442	12	between	between	ADP
iajs-2483	442	13	autonomous	autonomous	ADJ
iajs-2483	442	14	agents[2	agents[2	PROPN
iajs-2483	442	15	]	]	PUNCT
iajs-2483	442	16	.	.	PUNCT
iajs-2483	443	1	the	the	DET
iajs-2483	443	2	two	two	NUM
iajs-2483	443	3	main	main	ADJ
iajs-2483	443	4	important	important	ADJ
iajs-2483	443	5	achievements	achievement	NOUN
iajs-2483	443	6	of	of	ADP
iajs-2483	443	7	kse	kse	NOUN
iajs-2483	443	8	are	be	AUX
iajs-2483	443	9	:	:	PUNCT
iajs-2483	443	10			X
iajs-2483	443	11	knowledge	knowledge	PROPN
iajs-2483	443	12	quarry	quarry	NOUN
iajs-2483	443	13	and	and	CCONJ
iajs-2483	443	14	manipulation	manipulation	NOUN
iajs-2483	443	15	language	language	NOUN
iajs-2483	443	16	(	(	PUNCT
iajs-2483	443	17	kqml	kqml	NOUN
iajs-2483	443	18	)	)	PUNCT
iajs-2483	443	19	which	which	PRON
iajs-2483	443	20	is	be	AUX
iajs-2483	443	21	an	an	DET
iajs-2483	443	22	external	external	ADJ
iajs-2483	443	23	language	language	NOUN
iajs-2483	443	24	for	for	ADP
iajs-2483	443	25	message	message	NOUN
iajs-2483	443	26	communication	communication	NOUN
iajs-2483	443	27	.	.	PUNCT
iajs-2483	444	1	it	it	PRON
iajs-2483	444	2	represents	represent	VERB
iajs-2483	444	3	an	an	DET
iajs-2483	444	4	envelope	envelope	NOUN
iajs-2483	444	5	which	which	PRON
iajs-2483	444	6	covers	cover	VERB
iajs-2483	444	7	the	the	DET
iajs-2483	444	8	massage	massage	NOUN
iajs-2483	444	9	.	.	PUNCT
iajs-2483	445	1	kqml	kqml	NOUN
iajs-2483	445	2	is	be	AUX
iajs-2483	445	3	not	not	PART
iajs-2483	445	4	interested	interested	ADJ
iajs-2483	445	5	in	in	ADP
iajs-2483	445	6	constructing	construct	VERB
iajs-2483	445	7	the	the	DET
iajs-2483	445	8	content	content	NOUN
iajs-2483	445	9	of	of	ADP
iajs-2483	445	10	messages	message	NOUN
iajs-2483	445	11	.	.	PUNCT
iajs-2483	446	1			PRON
iajs-2483	446	2	knowledge	knowledge	NOUN
iajs-2483	446	3	interchanges	interchange	NOUN
iajs-2483	446	4	format	format	NOUN
iajs-2483	446	5	(	(	PUNCT
iajs-2483	446	6	kif	kif	NOUN
iajs-2483	446	7	)	)	PUNCT
iajs-2483	446	8	.	.	PUNCT
iajs-2483	447	1	it	it	PRON
iajs-2483	447	2	is	be	AUX
iajs-2483	447	3	intended	intend	VERB
iajs-2483	447	4	to	to	PART
iajs-2483	447	5	represent	represent	VERB
iajs-2483	447	6	the	the	DET
iajs-2483	447	7	information	information	NOUN
iajs-2483	447	8	and	and	CCONJ
iajs-2483	447	9	knowledge	knowledge	NOUN
iajs-2483	447	10	concerning	concern	VERB
iajs-2483	447	11	the	the	DET
iajs-2483	447	12	certain	certain	ADJ
iajs-2483	447	13	domains	domain	NOUN
iajs-2483	447	14	.	.	PUNCT
iajs-2483	448	1	it	it	PRON
iajs-2483	448	2	was	be	AUX
iajs-2483	448	3	designed	design	VERB
iajs-2483	448	4	to	to	PART
iajs-2483	448	5	construct	construct	VERB
iajs-2483	448	6	the	the	DET
iajs-2483	448	7	content	content	NOUN
iajs-2483	448	8	of	of	ADP
iajs-2483	448	9	the	the	DET
iajs-2483	448	10	message[5	message[5	PROPN
iajs-2483	448	11	,	,	PUNCT
iajs-2483	448	12	18	18	NUM
iajs-2483	448	13	]	]	PUNCT
iajs-2483	448	14	.	.	PUNCT
iajs-2483	449	1	in	in	ADP
iajs-2483	449	2	general	general	ADJ
iajs-2483	449	3	,	,	PUNCT
iajs-2483	449	4	the	the	DET
iajs-2483	449	5	acl	acl	PROPN
iajs-2483	449	6	contains	contain	VERB
iajs-2483	449	7	three	three	NUM
iajs-2483	449	8	parts	part	NOUN
iajs-2483	449	9	:	:	PUNCT
iajs-2483	449	10	a	a	DET
iajs-2483	449	11	vocabulary	vocabulary	ADJ
iajs-2483	449	12	,	,	PUNCT
iajs-2483	449	13	internal	internal	ADJ
iajs-2483	449	14	language	language	NOUN
iajs-2483	449	15	,	,	PUNCT
iajs-2483	449	16	and	and	CCONJ
iajs-2483	449	17	external	external	ADJ
iajs-2483	449	18	language	language	NOUN
iajs-2483	449	19	.	.	PUNCT
iajs-2483	450	1	the	the	DET
iajs-2483	450	2	internal	internal	ADJ
iajs-2483	450	3	language	language	NOUN
iajs-2483	450	4	is	be	AUX
iajs-2483	450	5	used	use	VERB
iajs-2483	450	6	to	to	PART
iajs-2483	450	7	map	map	VERB
iajs-2483	450	8	the	the	DET
iajs-2483	450	9	communication	communication	NOUN
iajs-2483	450	10	data	datum	NOUN
iajs-2483	450	11	into	into	ADP
iajs-2483	450	12	logical	logical	ADJ
iajs-2483	450	13	pieces	piece	NOUN
iajs-2483	450	14	of	of	ADP
iajs-2483	450	15	information	information	NOUN
iajs-2483	450	16	that	that	PRON
iajs-2483	450	17	are	be	AUX
iajs-2483	450	18	realized	realize	VERB
iajs-2483	450	19	by	by	ADP
iajs-2483	450	20	other	other	ADJ
iajs-2483	450	21	agents	agent	NOUN
iajs-2483	450	22	.	.	PUNCT
iajs-2483	451	1	kif	kif	PROPN
iajs-2483	451	2	is	be	AUX
iajs-2483	451	3	one	one	NUM
iajs-2483	451	4	of	of	ADP
iajs-2483	451	5	the	the	DET
iajs-2483	451	6	internal	internal	ADJ
iajs-2483	451	7	languages	language	NOUN
iajs-2483	451	8	used	use	VERB
iajs-2483	451	9	in	in	ADP
iajs-2483	451	10	messages[5	messages[5	NOUN
iajs-2483	451	11	]	]	PUNCT
iajs-2483	451	12	.	.	PUNCT
iajs-2483	452	1	the	the	DET
iajs-2483	452	2	representation	representation	NOUN
iajs-2483	452	3	used	use	VERB
iajs-2483	452	4	in	in	ADP
iajs-2483	452	5	the	the	DET
iajs-2483	452	6	inner	inner	ADJ
iajs-2483	452	7	(	(	PUNCT
iajs-2483	452	8	internal	internal	ADJ
iajs-2483	452	9	)	)	PUNCT
iajs-2483	452	10	language	language	NOUN
iajs-2483	452	11	must	must	AUX
iajs-2483	452	12	be	be	AUX
iajs-2483	452	13	abbreviated	abbreviate	VERB
iajs-2483	452	14	,	,	PUNCT
iajs-2483	452	15	precise	precise	ADJ
iajs-2483	452	16	and	and	CCONJ
iajs-2483	452	17	unambiguous	unambiguous	ADJ
iajs-2483	452	18	as	as	SCONJ
iajs-2483	452	19	the	the	DET
iajs-2483	452	20	recipient	recipient	NOUN
iajs-2483	452	21	should	should	AUX
iajs-2483	452	22	stem	stem	VERB
iajs-2483	452	23	from	from	ADP
iajs-2483	452	24	the	the	DET
iajs-2483	452	25	original	original	ADJ
iajs-2483	452	26	meaning	meaning	NOUN
iajs-2483	452	27	.	.	PUNCT
iajs-2483	453	1	acl	acl	PROPN
iajs-2483	453	2	manages	manage	VERB
iajs-2483	453	3	a	a	DET
iajs-2483	453	4	massive	massive	ADJ
iajs-2483	453	5	repository	repository	NOUN
iajs-2483	453	6	of	of	ADP
iajs-2483	453	7	vocabulary	vocabulary	NOUN
iajs-2483	453	8	and	and	CCONJ
iajs-2483	453	9	makes	make	VERB
iajs-2483	453	10	it	it	PRON
iajs-2483	453	11	open	open	ADJ
iajs-2483	453	12	-	-	PUNCT
iajs-2483	453	13	ended	end	VERB
iajs-2483	453	14	in	in	ADP
iajs-2483	453	15	order	order	NOUN
iajs-2483	453	16	to	to	PART
iajs-2483	453	17	modify	modify	VERB
iajs-2483	453	18	it	it	PRON
iajs-2483	453	19	with	with	ADP
iajs-2483	453	20	new	new	ADJ
iajs-2483	453	21	words	word	NOUN
iajs-2483	453	22	to	to	PART
iajs-2483	453	23	increase	increase	VERB
iajs-2483	453	24	its	its	PRON
iajs-2483	453	25	functionality	functionality	NOUN
iajs-2483	453	26	.	.	PUNCT
iajs-2483	454	1	several	several	ADJ
iajs-2483	454	2	ontologies	ontology	NOUN
iajs-2483	454	3	must	must	AUX
iajs-2483	454	4	be	be	AUX
iajs-2483	454	5	included	include	VERB
iajs-2483	454	6	in	in	ADP
iajs-2483	454	7	the	the	DET
iajs-2483	454	8	repository	repository	NOUN
iajs-2483	454	9	to	to	PART
iajs-2483	454	10	use	use	VERB
iajs-2483	454	11	it	it	PRON
iajs-2483	454	12	in	in	ADP
iajs-2483	454	13	different	different	ADJ
iajs-2483	454	14	domains[18	domains[18	PROPN
iajs-2483	454	15	]	]	X
iajs-2483	454	16	.	.	PUNCT
iajs-2483	455	1	12.1	12.1	NUM
iajs-2483	455	2	.	.	PUNCT
iajs-2483	456	1	knowledge	knowledge	NOUN
iajs-2483	456	2	interchanges	interchange	NOUN
iajs-2483	456	3	format	format	NOUN
iajs-2483	456	4	(	(	PUNCT
iajs-2483	456	5	kif	kif	NOUN
iajs-2483	456	6	)	)	PUNCT
iajs-2483	456	7	is	be	AUX
iajs-2483	456	8	a	a	DET
iajs-2483	456	9	popular	popular	ADJ
iajs-2483	456	10	internal	internal	ADJ
iajs-2483	456	11	language	language	NOUN
iajs-2483	456	12	that	that	PRON
iajs-2483	456	13	can	can	AUX
iajs-2483	456	14	be	be	AUX
iajs-2483	456	15	used	use	VERB
iajs-2483	456	16	to	to	PART
iajs-2483	456	17	represent	represent	VERB
iajs-2483	456	18	the	the	DET
iajs-2483	456	19	features	feature	NOUN
iajs-2483	456	20	of	of	ADP
iajs-2483	456	21	a	a	DET
iajs-2483	456	22	certain	certain	ADJ
iajs-2483	456	23	domain	domain	NOUN
iajs-2483	456	24	?	?	PUNCT
iajs-2483	457	1	kif	kif	PROPN
iajs-2483	457	2	was	be	AUX
iajs-2483	457	3	invented	invent	VERB
iajs-2483	457	4	to	to	PART
iajs-2483	457	5	represent	represent	VERB
iajs-2483	457	6	message	message	NOUN
iajs-2483	457	7	content	content	NOUN
iajs-2483	457	8	and	and	CCONJ
iajs-2483	457	9	it	it	PRON
iajs-2483	457	10	depends	depend	VERB
iajs-2483	457	11	primarily	primarily	ADV
iajs-2483	457	12	on	on	ADP
iajs-2483	457	13	firstorder	firstorder	NOUN
iajs-2483	457	14	predicate	predicate	NOUN
iajs-2483	457	15	logic	logic	NOUN
iajs-2483	457	16	in	in	ADP
iajs-2483	457	17	lisp	lisp	NOUN
iajs-2483	457	18	format	format	NOUN
iajs-2483	457	19	.	.	PUNCT
iajs-2483	458	1	kif	kif	PROPN
iajs-2483	458	2	can	can	AUX
iajs-2483	458	3	encode	encode	VERB
iajs-2483	458	4	simple	simple	ADJ
iajs-2483	458	5	information	information	NOUN
iajs-2483	458	6	,	,	PUNCT
iajs-2483	458	7	restrictions	restriction	NOUN
iajs-2483	458	8	,	,	PUNCT
iajs-2483	458	9	rules	rule	NOUN
iajs-2483	458	10	,	,	PUNCT
iajs-2483	458	11	and	and	CCONJ
iajs-2483	458	12	meta	meta	ADJ
iajs-2483	458	13	level	level	NOUN
iajs-2483	458	14	data	datum	NOUN
iajs-2483	458	15	that	that	PRON
iajs-2483	458	16	can	can	AUX
iajs-2483	458	17	help	help	VERB
iajs-2483	458	18	in	in	ADP
iajs-2483	458	19	making	make	VERB
iajs-2483	458	20	decisions	decision	NOUN
iajs-2483	458	21	.	.	PUNCT
iajs-2483	459	1	kif	kif	PROPN
iajs-2483	459	2	can	can	AUX
iajs-2483	459	3	not	not	PART
iajs-2483	459	4	be	be	AUX
iajs-2483	459	5	used	use	VERB
iajs-2483	459	6	only	only	ADV
iajs-2483	459	7	to	to	PART
iajs-2483	459	8	exchange	exchange	VERB
iajs-2483	459	9	information	information	NOUN
iajs-2483	459	10	because	because	SCONJ
iajs-2483	459	11	there	there	PRON
iajs-2483	459	12	are	be	VERB
iajs-2483	459	13	implicit	implicit	ADJ
iajs-2483	459	14	pieces	piece	NOUN
iajs-2483	459	15	of	of	ADP
iajs-2483	459	16	information	information	NOUN
iajs-2483	459	17	that	that	PRON
iajs-2483	459	18	should	should	AUX
iajs-2483	459	19	be	be	AUX
iajs-2483	459	20	embedded	embed	VERB
iajs-2483	459	21	in	in	ADP
iajs-2483	459	22	the	the	DET
iajs-2483	459	23	message	message	NOUN
iajs-2483	459	24	.	.	PUNCT
iajs-2483	460	1	the	the	DET
iajs-2483	460	2	receiver	receiver	NOUN
iajs-2483	460	3	can	can	AUX
iajs-2483	460	4	interpret	interpret	VERB
iajs-2483	460	5	the	the	DET
iajs-2483	460	6	kif	kif	PROPN
iajs-2483	460	7	message	message	NOUN
iajs-2483	460	8	with	with	ADP
iajs-2483	460	9	little	little	ADJ
iajs-2483	460	10	information	information	NOUN
iajs-2483	460	11	about	about	ADP
iajs-2483	460	12	the	the	DET
iajs-2483	460	13	sender[5	sender[5	NOUN
iajs-2483	460	14	,	,	PUNCT
iajs-2483	460	15	16	16	NUM
iajs-2483	460	16	]	]	PUNCT
iajs-2483	460	17	.	.	PUNCT
iajs-2483	461	1	the	the	DET
iajs-2483	461	2	agents	agent	NOUN
iajs-2483	461	3	can	can	AUX
iajs-2483	461	4	be	be	AUX
iajs-2483	461	5	represented	represent	VERB
iajs-2483	461	6	by	by	ADP
iajs-2483	461	7	using	use	VERB
iajs-2483	461	8	the	the	DET
iajs-2483	461	9	following	following	ADJ
iajs-2483	461	10	kif	kif	NOUN
iajs-2483	461	11	:	:	PUNCT
iajs-2483	461	12			X
iajs-2483	461	13	the	the	DET
iajs-2483	461	14	features	feature	NOUN
iajs-2483	461	15	of	of	ADP
iajs-2483	461	16	concepts	concept	NOUN
iajs-2483	461	17	in	in	ADP
iajs-2483	461	18	the	the	DET
iajs-2483	461	19	domain	domain	NOUN
iajs-2483	461	20			NOUN
iajs-2483	461	21	relations	relation	NOUN
iajs-2483	461	22	among	among	ADP
iajs-2483	461	23	concepts	concept	NOUN
iajs-2483	461	24	in	in	ADP
iajs-2483	461	25	the	the	DET
iajs-2483	461	26	domain	domain	NOUN
iajs-2483	461	27	.	.	PUNCT
iajs-2483	462	1			PROPN
iajs-2483	462	2	general	general	ADJ
iajs-2483	462	3	characteristics	characteristic	NOUN
iajs-2483	462	4	of	of	ADP
iajs-2483	462	5	the	the	DET
iajs-2483	462	6	domain	domain	NOUN
iajs-2483	462	7	.	.	PUNCT
iajs-2483	463	1	kif	kif	PROPN
iajs-2483	463	2	proposes	propose	VERB
iajs-2483	463	3	a	a	DET
iajs-2483	463	4	fixed	fix	VERB
iajs-2483	463	5	logical	logical	ADJ
iajs-2483	463	6	structure	structure	NOUN
iajs-2483	463	7	that	that	PRON
iajs-2483	463	8	includes	include	VERB
iajs-2483	463	9	the	the	DET
iajs-2483	463	10	basic	basic	ADJ
iajs-2483	463	11	connectors	connector	NOUN
iajs-2483	463	12	that	that	PRON
iajs-2483	463	13	are	be	AUX
iajs-2483	463	14	used	use	VERB
iajs-2483	463	15	in	in	ADP
iajs-2483	463	16	first	first	ADJ
iajs-2483	463	17	-	-	PUNCT
iajs-2483	463	18	order	order	NOUN
iajs-2483	463	19	logic	logic	NOUN
iajs-2483	463	20	like	like	ADP
iajs-2483	463	21	(	(	PUNCT
iajs-2483	463	22	and	and	CCONJ
iajs-2483	463	23	,	,	PUNCT
iajs-2483	463	24	or	or	CCONJ
iajs-2483	463	25	,	,	PUNCT
iajs-2483	463	26	not	not	PART
iajs-2483	463	27	)	)	PUNCT
iajs-2483	463	28	and	and	CCONJ
iajs-2483	463	29	the	the	DET
iajs-2483	463	30	quantifiers	quantifier	NOUN
iajs-2483	463	31	used	use	VERB
iajs-2483	463	32	for	for	ADP
iajs-2483	463	33	universality	universality	NOUN
iajs-2483	463	34	as	as	ADP
iajs-2483	463	35	(	(	PUNCT
iajs-2483	463	36	for	for	ADP
iajs-2483	463	37	all	all	PRON
iajs-2483	463	38	,	,	PUNCT
iajs-2483	463	39	exists	exist	VERB
iajs-2483	463	40	)	)	PUNCT
iajs-2483	463	41	.	.	PUNCT
iajs-2483	464	1	kif	kif	PROPN
iajs-2483	464	2	also	also	ADV
iajs-2483	464	3	offers	offer	VERB
iajs-2483	464	4	a	a	DET
iajs-2483	464	5	vocabulary	vocabulary	NOUN
iajs-2483	464	6	used	use	VERB
iajs-2483	464	7	to	to	PART
iajs-2483	464	8	represent	represent	VERB
iajs-2483	464	9	concepts	concept	NOUN
iajs-2483	464	10	like	like	ADP
iajs-2483	464	11	numbers	number	NOUN
iajs-2483	464	12	,	,	PUNCT
iajs-2483	464	13	and	and	CCONJ
iajs-2483	464	14	letters	letter	NOUN
iajs-2483	464	15	.	.	PUNCT
iajs-2483	465	1	relationships	relationship	NOUN
iajs-2483	465	2	are	be	AUX
iajs-2483	465	3	also	also	ADV
iajs-2483	465	4	contained	contain	VERB
iajs-2483	465	5	in	in	ADP
iajs-2483	465	6	kif	kif	PROPN
iajs-2483	465	7	to	to	PART
iajs-2483	465	8	represent	represent	VERB
iajs-2483	465	9	these	these	DET
iajs-2483	465	10	concepts	concept	NOUN
iajs-2483	465	11	like	like	ADP
iajs-2483	465	12	"	"	PUNCT
iajs-2483	465	13	less	less	ADJ
iajs-2483	465	14	than	than	ADP
iajs-2483	465	15	"	"	PUNCT
iajs-2483	465	16	relation	relation	NOUN
iajs-2483	465	17	.	.	PUNCT
iajs-2483	466	1	using	use	VERB
iajs-2483	466	2	this	this	DET
iajs-2483	466	3	structure	structure	NOUN
iajs-2483	466	4	,	,	PUNCT
iajs-2483	466	5	kif	kif	PROPN
iajs-2483	466	6	can	can	AUX
iajs-2483	466	7	define	define	VERB
iajs-2483	466	8	concepts	concept	NOUN
iajs-2483	466	9	,	,	PUNCT
iajs-2483	466	10	and	and	CCONJ
iajs-2483	466	11	their	their	PRON
iajs-2483	466	12	relations	relation	NOUN
iajs-2483	466	13	[	[	X
iajs-2483	466	14	5	5	NUM
iajs-2483	466	15	,	,	PUNCT
iajs-2483	466	16	16	16	NUM
iajs-2483	466	17	,	,	PUNCT
iajs-2483	466	18	18	18	NUM
iajs-2483	466	19	]	]	PUNCT
iajs-2483	466	20	.	.	PUNCT
iajs-2483	467	1	12.2	12.2	NUM
iajs-2483	467	2	.	.	PUNCT
iajs-2483	468	1	knowledge	knowledge	NOUN
iajs-2483	468	2	query	query	NOUN
iajs-2483	468	3	and	and	CCONJ
iajs-2483	468	4	manipulation	manipulation	NOUN
iajs-2483	468	5	language	language	NOUN
iajs-2483	468	6	(	(	PUNCT
iajs-2483	468	7	kqml	kqml	NOUN
iajs-2483	468	8	)	)	PUNCT
iajs-2483	468	9	kqml	kqml	NOUN
iajs-2483	468	10	is	be	AUX
iajs-2483	468	11	a	a	DET
iajs-2483	468	12	language	language	NOUN
iajs-2483	468	13	for	for	ADP
iajs-2483	468	14	massages	massage	NOUN
iajs-2483	468	15	used	use	VERB
iajs-2483	468	16	in	in	ADP
iajs-2483	468	17	agent	agent	NOUN
iajs-2483	468	18	communication	communication	NOUN
iajs-2483	468	19	.	.	PUNCT
iajs-2483	469	1	it	it	PRON
iajs-2483	469	2	is	be	AUX
iajs-2483	469	3	an	an	DET
iajs-2483	469	4	external	external	ADJ
iajs-2483	469	5	language	language	NOUN
iajs-2483	469	6	that	that	PRON
iajs-2483	469	7	determines	determine	VERB
iajs-2483	469	8	a	a	DET
iajs-2483	469	9	shared	share	VERB
iajs-2483	469	10	form	form	NOUN
iajs-2483	469	11	for	for	ADP
iajs-2483	469	12	agent	agent	NOUN
iajs-2483	469	13	messages	message	NOUN
iajs-2483	469	14	.	.	PUNCT
iajs-2483	470	1	kqml	kqml	NOUN
iajs-2483	470	2	is	be	AUX
iajs-2483	470	3	also	also	ADV
iajs-2483	470	4	considered	consider	VERB
iajs-2483	470	5	as	as	ADP
iajs-2483	470	6	message	message	NOUN
iajs-2483	470	7	protocol	protocol	NOUN
iajs-2483	470	8	to	to	PART
iajs-2483	470	9	aid	aid	VERB
iajs-2483	470	10	easy	easy	ADJ
iajs-2483	470	11	communication	communication	NOUN
iajs-2483	470	12	.	.	PUNCT
iajs-2483	471	1	every	every	DET
iajs-2483	471	2	message	message	NOUN
iajs-2483	471	3	can	can	AUX
iajs-2483	471	4	contain	contain	VERB
iajs-2483	471	5	performatives	performative	NOUN
iajs-2483	471	6	and	and	CCONJ
iajs-2483	471	7	several	several	ADJ
iajs-2483	471	8	parameters	parameter	NOUN
iajs-2483	471	9	(	(	PUNCT
iajs-2483	471	10	feature	feature	VERB
iajs-2483	471	11	values)[5	values)[5	NUM
iajs-2483	471	12	]	]	PUNCT
iajs-2483	471	13	.	.	PUNCT
iajs-2483	472	1	kqml	kqml	NOUN
iajs-2483	472	2	is	be	AUX
iajs-2483	472	3	considered	consider	VERB
iajs-2483	472	4	as	as	ADP
iajs-2483	472	5	a	a	DET
iajs-2483	472	6	high	high	ADJ
iajs-2483	472	7	-	-	PUNCT
iajs-2483	472	8	level	level	NOUN
iajs-2483	472	9	of	of	ADP
iajs-2483	472	10	language	language	NOUN
iajs-2483	472	11	for	for	ADP
iajs-2483	472	12	communicating	communicate	VERB
iajs-2483	472	13	information	information	NOUN
iajs-2483	472	14	as	as	ADP
iajs-2483	472	15	messages	message	NOUN
iajs-2483	472	16	among	among	ADP
iajs-2483	472	17	agents	agent	NOUN
iajs-2483	472	18	.	.	PUNCT
iajs-2483	473	1	it	it	PRON
iajs-2483	473	2	has	have	VERB
iajs-2483	473	3	nearly	nearly	ADV
iajs-2483	473	4	three	three	NUM
iajs-2483	473	5	dozen	dozen	NOUN
iajs-2483	473	6	speech	speech	NOUN
iajs-2483	473	7	acts	act	NOUN
iajs-2483	473	8	or	or	CCONJ
iajs-2483	473	9	performatives	performative	NOUN
iajs-2483	473	10	that	that	PRON
iajs-2483	473	11	agents	agent	NOUN
iajs-2483	473	12	can	can	AUX
iajs-2483	473	13	utilize	utilize	VERB
iajs-2483	473	14	in	in	ADP
iajs-2483	473	15	order	order	NOUN
iajs-2483	473	16	to	to	PART
iajs-2483	473	17	constitute	constitute	VERB
iajs-2483	473	18	sophisticated	sophisticated	ADJ
iajs-2483	473	19	cooperation	cooperation	NOUN
iajs-2483	473	20	and	and	CCONJ
iajs-2483	473	21	negotiation	negotiation	NOUN
iajs-2483	473	22	methodologies[16	methodologies[16	NOUN
iajs-2483	473	23	]	]	PUNCT
iajs-2483	473	24	.	.	PUNCT
iajs-2483	474	1	typical	typical	ADJ
iajs-2483	474	2	examples	example	NOUN
iajs-2483	474	3	of	of	ADP
iajs-2483	474	4	kqml	kqml	NOUN
iajs-2483	474	5	and	and	CCONJ
iajs-2483	474	6	kif	kif	PROPN
iajs-2483	474	7	languages	language	NOUN
iajs-2483	474	8	are	be	AUX
iajs-2483	474	9	explained	explain	VERB
iajs-2483	474	10	as	as	SCONJ
iajs-2483	474	11	follows	follow	VERB
iajs-2483	474	12	.	.	PUNCT
iajs-2483	475	1	ask	ask	VERB
iajs-2483	475	2	:	:	PUNCT
iajs-2483	475	3	content	content	NOUN
iajs-2483	475	4	(	(	PUNCT
iajs-2483	475	5	cost	cost	PROPN
iajs-2483	475	6	service-1	service-1	PROPN
iajs-2483	475	7	?	?	PUNCT
iajs-2483	475	8	cost	cost	NOUN
iajs-2483	475	9	)	)	PUNCT
iajs-2483	475	10	  	  	SPACE
iajs-2483	475	11	206	206	NUM
iajs-2483	476	1	ibn	ibn	PROPN
iajs-2483	476	2	al	al	PROPN
iajs-2483	476	3	-	-	PUNCT
iajs-2483	476	4	haitham	haitham	PROPN
iajs-2483	476	5	jour	jour	X
iajs-2483	476	6	.	.	PROPN
iajs-2483	476	7	for	for	ADP
iajs-2483	476	8	pure	pure	ADJ
iajs-2483	476	9	&	&	CCONJ
iajs-2483	476	10	appl	appl	PROPN
iajs-2483	476	11	.	.	PUNCT
iajs-2483	477	1	sci	sci	PROPN
iajs-2483	477	2	.	.	PROPN
iajs-2483	478	1	33	33	NUM
iajs-2483	478	2	(	(	PUNCT
iajs-2483	478	3	3	3	NUM
iajs-2483	478	4	)	)	PUNCT
iajs-2483	478	5	2020	2020	NUM
iajs-2483	478	6	:	:	PUNCT
iajs-2483	479	1	language	language	NOUN
iajs-2483	479	2	prolog	prolog	NOUN
iajs-2483	479	3	:	:	PUNCT
iajs-2483	479	4	ontology	ontology	NOUN
iajs-2483	479	5	services	service	NOUN
iajs-2483	479	6	-	-	PUNCT
iajs-2483	479	7	domain	domain	NOUN
iajs-2483	479	8	:	:	PUNCT
iajs-2483	479	9	in	in	ADP
iajs-2483	479	10	reply	reply	NOUN
iajs-2483	479	11	to	to	PART
iajs-2483	479	12	quote	quote	VERB
iajs-2483	479	13	service	service	NOUN
iajs-2483	479	14	.	.	PUNCT
iajs-2483	480	1	:	:	PUNCT
iajs-2483	481	1	receiver	receiver	NOUN
iajs-2483	481	2	customer-3	customer-3	NUM
iajs-2483	481	3	:	:	PUNCT
iajs-2483	481	4	sender	sender	NOUN
iajs-2483	481	5	customer	customer	NOUN
iajs-2483	481	6	services	service	NOUN
iajs-2483	481	7	kqml	kqml	NOUN
iajs-2483	481	8	can	can	AUX
iajs-2483	481	9	contain	contain	VERB
iajs-2483	481	10	three	three	NUM
iajs-2483	481	11	layers	layer	NOUN
iajs-2483	481	12	:	:	PUNCT
iajs-2483	481	13	the	the	DET
iajs-2483	481	14	first	first	ADJ
iajs-2483	481	15	layer	layer	NOUN
iajs-2483	481	16	is	be	AUX
iajs-2483	481	17	communication	communication	NOUN
iajs-2483	481	18	layer	layer	NOUN
iajs-2483	481	19	which	which	PRON
iajs-2483	481	20	includes	include	VERB
iajs-2483	481	21	the	the	DET
iajs-2483	481	22	sender	sender	NOUN
iajs-2483	481	23	and	and	CCONJ
iajs-2483	481	24	receiver	receiver	ADJ
iajs-2483	481	25	information	information	NOUN
iajs-2483	481	26	and	and	CCONJ
iajs-2483	481	27	an	an	DET
iajs-2483	481	28	identifier	identifier	NOUN
iajs-2483	481	29	for	for	ADP
iajs-2483	481	30	a	a	DET
iajs-2483	481	31	query	query	NOUN
iajs-2483	481	32	,	,	PUNCT
iajs-2483	481	33	and	and	CCONJ
iajs-2483	481	34	a	a	DET
iajs-2483	481	35	message	message	NOUN
iajs-2483	481	36	layer	layer	NOUN
iajs-2483	481	37	which	which	PRON
iajs-2483	481	38	determines	determine	VERB
iajs-2483	481	39	the	the	DET
iajs-2483	481	40	task	task	NOUN
iajs-2483	481	41	to	to	PART
iajs-2483	481	42	be	be	AUX
iajs-2483	481	43	achieved	achieve	VERB
iajs-2483	481	44	(	(	PUNCT
iajs-2483	481	45	in	in	ADP
iajs-2483	481	46	the	the	DET
iajs-2483	481	47	above	above	ADJ
iajs-2483	481	48	example	example	NOUN
iajs-2483	481	49	,	,	PUNCT
iajs-2483	481	50	the	the	DET
iajs-2483	481	51	sender	sender	NOUN
iajs-2483	481	52	agent	agent	NOUN
iajs-2483	481	53	asks	ask	VERB
iajs-2483	481	54	the	the	DET
iajs-2483	481	55	cost	cost	NOUN
iajs-2483	481	56	of	of	ADP
iajs-2483	481	57	service	service	NOUN
iajs-2483	481	58	from	from	ADP
iajs-2483	481	59	the	the	DET
iajs-2483	481	60	receiver	receiver	ADJ
iajs-2483	481	61	agent	agent	NOUN
iajs-2483	481	62	)	)	PUNCT
iajs-2483	481	63	.	.	PUNCT
iajs-2483	482	1	finally	finally	ADV
iajs-2483	482	2	,	,	PUNCT
iajs-2483	482	3	the	the	DET
iajs-2483	482	4	message	message	NOUN
iajs-2483	482	5	contains	contain	VERB
iajs-2483	482	6	a	a	DET
iajs-2483	482	7	content	content	NOUN
iajs-2483	482	8	layer	layer	NOUN
iajs-2483	482	9	that	that	PRON
iajs-2483	482	10	gives	give	VERB
iajs-2483	482	11	all	all	DET
iajs-2483	482	12	the	the	DET
iajs-2483	482	13	necessary	necessary	ADJ
iajs-2483	482	14	information	information	NOUN
iajs-2483	482	15	to	to	PART
iajs-2483	482	16	achieve	achieve	VERB
iajs-2483	482	17	the	the	DET
iajs-2483	482	18	query[18	query[18	NOUN
iajs-2483	482	19	,	,	PUNCT
iajs-2483	482	20	19	19	NUM
iajs-2483	482	21	]	]	PUNCT
iajs-2483	482	22	.	.	PUNCT
iajs-2483	483	1	figure	figure	NOUN
iajs-2483	483	2	18	18	NUM
iajs-2483	483	3	.	.	PUNCT
iajs-2483	483	4	depicts	depict	VERB
iajs-2483	483	5	three	three	NUM
iajs-2483	483	6	layers	layer	NOUN
iajs-2483	483	7	of	of	ADP
iajs-2483	483	8	kqml	kqml	PROPN
iajs-2483	483	9	message	message	PROPN
iajs-2483	483	10	.	.	PUNCT
iajs-2483	484	1	figure	figure	NOUN
iajs-2483	484	2	18	18	NUM
iajs-2483	484	3	.	.	PUNCT
iajs-2483	485	1	the	the	DET
iajs-2483	485	2	three	three	NUM
iajs-2483	485	3	layers	layer	NOUN
iajs-2483	485	4	of	of	ADP
iajs-2483	485	5	kqml	kqml	NOUN
iajs-2483	485	6	message	message	NOUN
iajs-2483	485	7	[	[	X
iajs-2483	485	8	18	18	NUM
iajs-2483	485	9	]	]	PUNCT
iajs-2483	485	10	.	.	PUNCT
iajs-2483	486	1	the	the	DET
iajs-2483	486	2	communication	communication	NOUN
iajs-2483	486	3	layer	layer	NOUN
iajs-2483	486	4	is	be	AUX
iajs-2483	486	5	the	the	DET
iajs-2483	486	6	lowest	low	ADJ
iajs-2483	486	7	layer	layer	NOUN
iajs-2483	486	8	that	that	PRON
iajs-2483	486	9	deals	deal	VERB
iajs-2483	486	10	with	with	ADP
iajs-2483	486	11	packets	packet	NOUN
iajs-2483	486	12	,	,	PUNCT
iajs-2483	486	13	and	and	CCONJ
iajs-2483	486	14	the	the	DET
iajs-2483	486	15	layer	layer	NOUN
iajs-2483	486	16	uses	use	VERB
iajs-2483	486	17	the	the	DET
iajs-2483	486	18	protocols	protocol	NOUN
iajs-2483	486	19	tcp	tcp	ADP
iajs-2483	486	20	/	/	SYM
iajs-2483	486	21	ip	ip	PROPN
iajs-2483	486	22	,	,	PUNCT
iajs-2483	486	23	udp	udp	NOUN
iajs-2483	486	24	for	for	ADP
iajs-2483	486	25	packet	packet	NOUN
iajs-2483	486	26	transmission	transmission	NOUN
iajs-2483	486	27	.	.	PUNCT
iajs-2483	487	1	the	the	DET
iajs-2483	487	2	message	message	NOUN
iajs-2483	487	3	layer	layer	NOUN
iajs-2483	487	4	contains	contain	VERB
iajs-2483	487	5	the	the	DET
iajs-2483	487	6	task	task	NOUN
iajs-2483	487	7	(	(	PUNCT
iajs-2483	487	8	performative	performative	ADJ
iajs-2483	487	9	)	)	PUNCT
iajs-2483	487	10	that	that	PRON
iajs-2483	487	11	is	be	AUX
iajs-2483	487	12	intended	intend	VERB
iajs-2483	487	13	to	to	PART
iajs-2483	487	14	be	be	AUX
iajs-2483	487	15	performed	perform	VERB
iajs-2483	487	16	.	.	PUNCT
iajs-2483	488	1	the	the	DET
iajs-2483	488	2	content	content	NOUN
iajs-2483	488	3	layer	layer	NOUN
iajs-2483	488	4	determines	determine	VERB
iajs-2483	488	5	the	the	DET
iajs-2483	488	6	language	language	NOUN
iajs-2483	488	7	used	use	VERB
iajs-2483	488	8	,	,	PUNCT
iajs-2483	488	9	the	the	DET
iajs-2483	488	10	ontology	ontology	NOUN
iajs-2483	488	11	of	of	ADP
iajs-2483	488	12	domain	domain	NOUN
iajs-2483	488	13	and	and	CCONJ
iajs-2483	488	14	other	other	ADJ
iajs-2483	488	15	useful	useful	ADJ
iajs-2483	488	16	information	information	NOUN
iajs-2483	488	17	in	in	ADP
iajs-2483	488	18	performing	perform	VERB
iajs-2483	488	19	the	the	DET
iajs-2483	488	20	performative	performative	ADJ
iajs-2483	488	21	message[18	message[18	NOUN
iajs-2483	488	22	]	]	PUNCT
iajs-2483	488	23	.	.	PUNCT
iajs-2483	489	1	kqml	kqml	NOUN
iajs-2483	489	2	has	have	VERB
iajs-2483	489	3	several	several	ADJ
iajs-2483	489	4	drawbacks	drawback	NOUN
iajs-2483	489	5	.	.	PUNCT
iajs-2483	490	1	firstly	firstly	ADV
iajs-2483	490	2	,	,	PUNCT
iajs-2483	490	3	the	the	DET
iajs-2483	490	4	kqml	kqml	NOUN
iajs-2483	490	5	specification	specification	NOUN
iajs-2483	490	6	is	be	AUX
iajs-2483	490	7	ambiguous	ambiguous	ADJ
iajs-2483	490	8	and	and	CCONJ
iajs-2483	490	9	dubious	dubious	ADJ
iajs-2483	490	10	as	as	SCONJ
iajs-2483	490	11	it	it	PRON
iajs-2483	490	12	lacks	lack	VERB
iajs-2483	490	13	a	a	DET
iajs-2483	490	14	fixed	fix	VERB
iajs-2483	490	15	,	,	PUNCT
iajs-2483	490	16	accurate	accurate	ADJ
iajs-2483	490	17	semantics	semantic	NOUN
iajs-2483	490	18	.	.	PUNCT
iajs-2483	491	1	secondly	secondly	ADV
iajs-2483	491	2	,	,	PUNCT
iajs-2483	491	3	kqml	kqml	NOUN
iajs-2483	491	4	undergoes	undergo	VERB
iajs-2483	491	5	from	from	ADP
iajs-2483	491	6	lacking	lack	VERB
iajs-2483	491	7	some	some	DET
iajs-2483	491	8	performatives	performative	NOUN
iajs-2483	491	9	and	and	CCONJ
iajs-2483	491	10	some	some	PRON
iajs-2483	491	11	of	of	ADP
iajs-2483	491	12	them	they	PRON
iajs-2483	491	13	are	be	AUX
iajs-2483	491	14	miss	miss	ADV
iajs-2483	491	15	-	-	PUNCT
iajs-2483	491	16	determined	determine	VERB
iajs-2483	491	17	.	.	PUNCT
iajs-2483	492	1	kqml	kqml	NOUN
iajs-2483	492	2	misses	miss	VERB
iajs-2483	492	3	some	some	DET
iajs-2483	492	4	kinds	kind	NOUN
iajs-2483	492	5	of	of	ADP
iajs-2483	492	6	performatives	performative	NOUN
iajs-2483	492	7	,	,	PUNCT
iajs-2483	492	8	commissives	commissive	NOUN
iajs-2483	492	9	,	,	PUNCT
iajs-2483	492	10	which	which	PRON
iajs-2483	492	11	allow	allow	VERB
iajs-2483	492	12	an	an	DET
iajs-2483	492	13	agent	agent	NOUN
iajs-2483	492	14	to	to	PART
iajs-2483	492	15	perform	perform	VERB
iajs-2483	492	16	a	a	DET
iajs-2483	492	17	commitment	commitment	NOUN
iajs-2483	492	18	or	or	CCONJ
iajs-2483	492	19	consensus	consensus	NOUN
iajs-2483	492	20	with	with	ADP
iajs-2483	492	21	other	other	ADJ
iajs-2483	492	22	agents	agent	NOUN
iajs-2483	492	23	.	.	PUNCT
iajs-2483	493	1	commitments	commitment	NOUN
iajs-2483	493	2	are	be	AUX
iajs-2483	493	3	rather	rather	ADV
iajs-2483	493	4	important	important	ADJ
iajs-2483	493	5	and	and	CCONJ
iajs-2483	493	6	multi	multi	ADJ
iajs-2483	493	7	-	-	ADJ
iajs-2483	493	8	agent	agent	ADJ
iajs-2483	493	9	systems	system	NOUN
iajs-2483	493	10	can	can	AUX
iajs-2483	493	11	use	use	VERB
iajs-2483	493	12	them	they	PRON
iajs-2483	493	13	to	to	PART
iajs-2483	493	14	cooperate	cooperate	VERB
iajs-2483	493	15	with	with	ADP
iajs-2483	493	16	other	other	ADJ
iajs-2483	493	17	agents	agent	NOUN
iajs-2483	493	18	.	.	PUNCT
iajs-2483	494	1	finally	finally	ADV
iajs-2483	494	2	,	,	PUNCT
iajs-2483	494	3	the	the	DET
iajs-2483	494	4	list	list	NOUN
iajs-2483	494	5	of	of	ADP
iajs-2483	494	6	performatives	performative	NOUN
iajs-2483	494	7	of	of	ADP
iajs-2483	494	8	kqml	kqml	NOUN
iajs-2483	494	9	is	be	AUX
iajs-2483	494	10	very	very	ADV
iajs-2483	494	11	huge	huge	ADJ
iajs-2483	494	12	.	.	PUNCT
iajs-2483	495	1	these	these	DET
iajs-2483	495	2	shortcomings	shortcoming	NOUN
iajs-2483	495	3	lead	lead	VERB
iajs-2483	495	4	to	to	ADP
iajs-2483	495	5	developing	develop	VERB
iajs-2483	495	6	a	a	DET
iajs-2483	495	7	new	new	ADJ
iajs-2483	495	8	language	language	NOUN
iajs-2483	495	9	standard	standard	NOUN
iajs-2483	495	10	that	that	PRON
iajs-2483	495	11	tackles	tackle	VERB
iajs-2483	495	12	these	these	DET
iajs-2483	495	13	problems[5	problems[5	PROPN
iajs-2483	495	14	,	,	PUNCT
iajs-2483	495	15	18	18	NUM
iajs-2483	495	16	]	]	PUNCT
iajs-2483	495	17	.	.	PUNCT
iajs-2483	496	1	the	the	DET
iajs-2483	496	2	fipa	fipa	ADJ
iajs-2483	496	3	acl	acl	PROPN
iajs-2483	496	4	fipa	fipa	NOUN
iajs-2483	496	5	,	,	PUNCT
iajs-2483	496	6	acronym	acronym	NOUN
iajs-2483	496	7	for	for	ADP
iajs-2483	496	8	(	(	PUNCT
iajs-2483	496	9	foundation	foundation	NOUN
iajs-2483	496	10	for	for	ADP
iajs-2483	496	11	intelligent	intelligent	ADJ
iajs-2483	496	12	physical	physical	ADJ
iajs-2483	496	13	agents	agent	NOUN
iajs-2483	496	14	)	)	PUNCT
iajs-2483	496	15	is	be	AUX
iajs-2483	496	16	a	a	DET
iajs-2483	496	17	developing	develop	VERB
iajs-2483	496	18	acl	acl	PROPN
iajs-2483	496	19	standard	standard	NOUN
iajs-2483	496	20	for	for	ADP
iajs-2483	496	21	agent	agent	NOUN
iajs-2483	496	22	communication	communication	NOUN
iajs-2483	496	23	.	.	PUNCT
iajs-2483	497	1	it	it	PRON
iajs-2483	497	2	is	be	AUX
iajs-2483	497	3	similar	similar	ADJ
iajs-2483	497	4	to	to	ADP
iajs-2483	497	5	kqml	kqml	NOUN
iajs-2483	497	6	in	in	ADP
iajs-2483	497	7	representing	represent	VERB
iajs-2483	497	8	an	an	DET
iajs-2483	497	9	external	external	ADJ
iajs-2483	497	10	language	language	NOUN
iajs-2483	497	11	for	for	ADP
iajs-2483	497	12	messages	message	NOUN
iajs-2483	497	13	.	.	PUNCT
iajs-2483	498	1	fipa	fipa	ADJ
iajs-2483	498	2	acl	acl	PROPN
iajs-2483	498	3	includes	include	VERB
iajs-2483	498	4	nearly	nearly	ADV
iajs-2483	498	5	20	20	NUM
iajs-2483	498	6	performatives	performative	NOUN
iajs-2483	498	7	and	and	CCONJ
iajs-2483	498	8	does	do	AUX
iajs-2483	498	9	not	not	PART
iajs-2483	498	10	consider	consider	VERB
iajs-2483	498	11	any	any	DET
iajs-2483	498	12	content	content	NOUN
iajs-2483	498	13	language	language	NOUN
iajs-2483	498	14	for	for	ADP
iajs-2483	498	15	messages[5	messages[5	NOUN
iajs-2483	498	16	]	]	PUNCT
iajs-2483	498	17	.	.	PUNCT
iajs-2483	499	1	fipa	fipa	ADJ
iajs-2483	499	2	acl	acl	PROPN
iajs-2483	499	3	structure	structure	NOUN
iajs-2483	499	4	and	and	CCONJ
iajs-2483	499	5	massage	massage	NOUN
iajs-2483	499	6	features	feature	NOUN
iajs-2483	499	7	are	be	AUX
iajs-2483	499	8	very	very	ADV
iajs-2483	499	9	similar	similar	ADJ
iajs-2483	499	10	to	to	ADP
iajs-2483	499	11	kqml	kqml	NOUN
iajs-2483	499	12	.	.	PUNCT
iajs-2483	500	1	one	one	NUM
iajs-2483	500	2	of	of	ADP
iajs-2483	500	3	the	the	DET
iajs-2483	500	4	differences	difference	NOUN
iajs-2483	500	5	between	between	ADP
iajs-2483	500	6	the	the	DET
iajs-2483	500	7	two	two	NUM
iajs-2483	500	8	languages	language	NOUN
iajs-2483	500	9	is	be	AUX
iajs-2483	500	10	the	the	DET
iajs-2483	500	11	performatives	performative	NOUN
iajs-2483	500	12	they	they	PRON
iajs-2483	500	13	offer	offer	VERB
iajs-2483	500	14	.	.	PUNCT
iajs-2483	501	1	in	in	ADP
iajs-2483	501	2	addition	addition	NOUN
iajs-2483	501	3	,	,	PUNCT
iajs-2483	501	4	fipa	fipa	ADJ
iajs-2483	501	5	acl	acl	PROPN
iajs-2483	501	6	enjoys	enjoy	VERB
iajs-2483	501	7	global	global	ADJ
iajs-2483	501	8	semantics	semantic	NOUN
iajs-2483	501	9	which	which	PRON
iajs-2483	501	10	is	be	AUX
iajs-2483	501	11	offered	offer	VERB
iajs-2483	501	12	.	.	PUNCT
iajs-2483	502	1	according	accord	VERB
iajs-2483	502	2	to	to	ADP
iajs-2483	502	3	sl	sl	VERB
iajs-2483	502	4	formal	formal	ADJ
iajs-2483	502	5	language	language	NOUN
iajs-2483	502	6	,	,	PUNCT
iajs-2483	502	7	sl	sl	PRON
iajs-2483	502	8	allows	allow	VERB
iajs-2483	502	9	expressing	express	VERB
iajs-2483	502	10	beliefs	belief	NOUN
iajs-2483	502	11	,	,	PUNCT
iajs-2483	502	12	intentions	intention	NOUN
iajs-2483	502	13	,	,	PUNCT
iajs-2483	502	14	and	and	CCONJ
iajs-2483	502	15	behaviors	behavior	NOUN
iajs-2483	502	16	that	that	PRON
iajs-2483	502	17	an	an	DET
iajs-2483	502	18	agent	agent	NOUN
iajs-2483	502	19	can	can	AUX
iajs-2483	502	20	perform[16	perform[16	NOUN
iajs-2483	502	21	,	,	PUNCT
iajs-2483	502	22	18	18	NUM
iajs-2483	502	23	]	]	PUNCT
iajs-2483	502	24	.	.	PUNCT
iajs-2483	503	1	the	the	DET
iajs-2483	503	2	fipa	fipa	ADJ
iajs-2483	503	3	acl	acl	PROPN
iajs-2483	503	4	semantics	semantic	NOUN
iajs-2483	503	5	conform	conform	VERB
iajs-2483	503	6	each	each	DET
iajs-2483	503	7	message	message	NOUN
iajs-2483	503	8	to	to	PART
iajs-2483	503	9	sl	sl	VERB
iajs-2483	503	10	formula	formula	NOUN
iajs-2483	503	11	defining	define	VERB
iajs-2483	503	12	a	a	DET
iajs-2483	503	13	restriction	restriction	NOUN
iajs-2483	503	14	(	(	PUNCT
iajs-2483	503	15	condition	condition	NOUN
iajs-2483	503	16	)	)	PUNCT
iajs-2483	503	17	that	that	SCONJ
iajs-2483	503	18	the	the	DET
iajs-2483	503	19	sender	sender	NOUN
iajs-2483	503	20	must	must	AUX
iajs-2483	503	21	achieve	achieve	VERB
iajs-2483	503	22	(	(	PUNCT
iajs-2483	503	23	or	or	CCONJ
iajs-2483	503	24	fulfill	fulfill	NOUN
iajs-2483	503	25	)	)	PUNCT
iajs-2483	503	26	in	in	ADP
iajs-2483	503	27	order	order	NOUN
iajs-2483	503	28	to	to	PART
iajs-2483	503	29	conform	conform	VERB
iajs-2483	503	30	to	to	ADP
iajs-2483	503	31	fipa	fipa	ADJ
iajs-2483	503	32	acl	acl	PROPN
iajs-2483	503	33	.	.	PUNCT
iajs-2483	504	1	this	this	DET
iajs-2483	504	2	restriction	restriction	NOUN
iajs-2483	504	3	is	be	AUX
iajs-2483	504	4	named	name	VERB
iajs-2483	504	5	as	as	ADP
iajs-2483	504	6	feasibility	feasibility	NOUN
iajs-2483	504	7	condition[19	condition[19	NOUN
iajs-2483	504	8	]	]	X
iajs-2483	504	9	.	.	PUNCT
iajs-2483	505	1	12	12	NUM
iajs-2483	505	2	.	.	PUNCT
iajs-2483	505	3	ontology	ontology	NOUN
iajs-2483	505	4	in	in	ADP
iajs-2483	505	5	addition	addition	NOUN
iajs-2483	505	6	to	to	ADP
iajs-2483	505	7	acl	acl	PROPN
iajs-2483	505	8	,	,	PUNCT
iajs-2483	505	9	shared	share	VERB
iajs-2483	505	10	and	and	CCONJ
iajs-2483	505	11	known	known	ADJ
iajs-2483	505	12	concepts	concept	NOUN
iajs-2483	505	13	between	between	ADP
iajs-2483	505	14	agents	agent	NOUN
iajs-2483	505	15	are	be	AUX
iajs-2483	505	16	fundamental	fundamental	ADJ
iajs-2483	505	17	for	for	ADP
iajs-2483	505	18	agent	agent	NOUN
iajs-2483	505	19	communication	communication	NOUN
iajs-2483	505	20	.	.	PUNCT
iajs-2483	506	1	ontology	ontology	NOUN
iajs-2483	506	2	is	be	AUX
iajs-2483	506	3	needed	need	VERB
iajs-2483	506	4	to	to	PART
iajs-2483	506	5	express	express	VERB
iajs-2483	506	6	the	the	DET
iajs-2483	506	7	information	information	NOUN
iajs-2483	506	8	and	and	CCONJ
iajs-2483	506	9	knowledge	knowledge	NOUN
iajs-2483	506	10	from	from	ADP
iajs-2483	506	11	different	different	ADJ
iajs-2483	506	12	  	  	SPACE
iajs-2483	506	13	207	207	NUM
iajs-2483	506	14	ibn	ibn	PROPN
iajs-2483	506	15	al	al	PROPN
iajs-2483	506	16	-	-	PUNCT
iajs-2483	506	17	haitham	haitham	PROPN
iajs-2483	506	18	jour	jour	X
iajs-2483	506	19	.	.	PROPN
iajs-2483	507	1	for	for	ADP
iajs-2483	507	2	pure	pure	ADJ
iajs-2483	507	3	&	&	CCONJ
iajs-2483	507	4	appl	appl	PROPN
iajs-2483	507	5	.	.	PUNCT
iajs-2483	508	1	sci	sci	PROPN
iajs-2483	508	2	.	.	PROPN
iajs-2483	509	1	33	33	NUM
iajs-2483	509	2	(	(	PUNCT
iajs-2483	509	3	3	3	NUM
iajs-2483	509	4	)	)	PUNCT
iajs-2483	509	5	2020	2020	NUM
iajs-2483	509	6	domains	domain	NOUN
iajs-2483	509	7	.	.	PUNCT
iajs-2483	510	1	without	without	ADP
iajs-2483	510	2	using	use	VERB
iajs-2483	510	3	a	a	DET
iajs-2483	510	4	familiar	familiar	ADJ
iajs-2483	510	5	ontology	ontology	NOUN
iajs-2483	510	6	which	which	PRON
iajs-2483	510	7	includes	include	VERB
iajs-2483	510	8	the	the	DET
iajs-2483	510	9	words	word	NOUN
iajs-2483	510	10	,	,	PUNCT
iajs-2483	510	11	terms	term	NOUN
iajs-2483	510	12	,	,	PUNCT
iajs-2483	510	13	and	and	CCONJ
iajs-2483	510	14	relations	relation	NOUN
iajs-2483	510	15	relating	relate	VERB
iajs-2483	510	16	between	between	ADP
iajs-2483	510	17	them	they	PRON
iajs-2483	510	18	,	,	PUNCT
iajs-2483	510	19	the	the	DET
iajs-2483	510	20	acl	acl	PROPN
iajs-2483	510	21	still	still	ADV
iajs-2483	510	22	only	only	ADV
iajs-2483	510	23	develops	develop	VERB
iajs-2483	510	24	a	a	DET
iajs-2483	510	25	syntactic	syntactic	ADJ
iajs-2483	510	26	language	language	NOUN
iajs-2483	510	27	for	for	ADP
iajs-2483	510	28	messages	message	NOUN
iajs-2483	510	29	[	[	X
iajs-2483	510	30	6	6	NUM
iajs-2483	510	31	,	,	PUNCT
iajs-2483	510	32	12	12	NUM
iajs-2483	510	33	]	]	PUNCT
iajs-2483	510	34	.	.	PUNCT
iajs-2483	511	1	there	there	PRON
iajs-2483	511	2	are	be	VERB
iajs-2483	511	3	many	many	ADJ
iajs-2483	511	4	languages	language	NOUN
iajs-2483	511	5	that	that	PRON
iajs-2483	511	6	can	can	AUX
iajs-2483	511	7	be	be	AUX
iajs-2483	511	8	used	use	VERB
iajs-2483	511	9	to	to	PART
iajs-2483	511	10	define	define	VERB
iajs-2483	511	11	and	and	CCONJ
iajs-2483	511	12	express	express	VERB
iajs-2483	511	13	ontology	ontology	NOUN
iajs-2483	511	14	such	such	ADJ
iajs-2483	511	15	as	as	ADP
iajs-2483	511	16	kif	kif	PROPN
iajs-2483	511	17	.	.	PUNCT
iajs-2483	512	1	by	by	ADP
iajs-2483	512	2	kif	kif	PROPN
iajs-2483	512	3	,	,	PUNCT
iajs-2483	512	4	we	we	PRON
iajs-2483	512	5	can	can	AUX
iajs-2483	512	6	define	define	VERB
iajs-2483	512	7	the	the	DET
iajs-2483	512	8	features	feature	NOUN
iajs-2483	512	9	of	of	ADP
iajs-2483	512	10	concepts	concept	NOUN
iajs-2483	512	11	in	in	ADP
iajs-2483	512	12	the	the	DET
iajs-2483	512	13	domain	domain	NOUN
iajs-2483	512	14	and	and	CCONJ
iajs-2483	512	15	relations	relation	NOUN
iajs-2483	512	16	between	between	ADP
iajs-2483	512	17	them	they	PRON
iajs-2483	512	18	.	.	PUNCT
iajs-2483	513	1	software	software	NOUN
iajs-2483	513	2	programs	program	NOUN
iajs-2483	513	3	can	can	AUX
iajs-2483	513	4	be	be	AUX
iajs-2483	513	5	used	use	VERB
iajs-2483	513	6	to	to	PART
iajs-2483	513	7	permit	permit	VERB
iajs-2483	513	8	a	a	DET
iajs-2483	513	9	user	user	NOUN
iajs-2483	513	10	to	to	PART
iajs-2483	513	11	create	create	VERB
iajs-2483	513	12	ontologies	ontology	NOUN
iajs-2483	513	13	using	use	VERB
iajs-2483	513	14	kif	kif	PROPN
iajs-2483	513	15	languages	language	NOUN
iajs-2483	513	16	.	.	PUNCT
iajs-2483	514	1	an	an	DET
iajs-2483	514	2	example	example	NOUN
iajs-2483	514	3	of	of	ADP
iajs-2483	514	4	this	this	PRON
iajs-2483	514	5	is	be	AUX
iajs-2483	514	6	the	the	DET
iajs-2483	514	7	ontology	ontology	NOUN
iajs-2483	514	8	server	server	NOUN
iajs-2483	514	9	which	which	PRON
iajs-2483	514	10	is	be	AUX
iajs-2483	514	11	a	a	DET
iajs-2483	514	12	service	service	NOUN
iajs-2483	514	13	on	on	ADP
iajs-2483	514	14	the	the	DET
iajs-2483	514	15	web	web	NOUN
iajs-2483	514	16	that	that	PRON
iajs-2483	514	17	supports	support	VERB
iajs-2483	514	18	a	a	DET
iajs-2483	514	19	shared	share	VERB
iajs-2483	514	20	paradigm	paradigm	NOUN
iajs-2483	514	21	to	to	PART
iajs-2483	514	22	store	store	VERB
iajs-2483	514	23	the	the	DET
iajs-2483	514	24	shared	share	VERB
iajs-2483	514	25	ontologies	ontology	NOUN
iajs-2483	514	26	refined	refine	VERB
iajs-2483	514	27	by	by	ADP
iajs-2483	514	28	various	various	ADJ
iajs-2483	514	29	groups	group	NOUN
iajs-2483	514	30	of	of	ADP
iajs-2483	514	31	developers	developer	NOUN
iajs-2483	514	32	.	.	PUNCT
iajs-2483	515	1	kif	kif	PROPN
iajs-2483	515	2	is	be	AUX
iajs-2483	515	3	much	much	ADV
iajs-2483	515	4	dependent	dependent	ADJ
iajs-2483	515	5	on	on	ADP
iajs-2483	515	6	first	first	ADJ
iajs-2483	515	7	-	-	PUNCT
iajs-2483	515	8	order	order	NOUN
iajs-2483	515	9	logic	logic	NOUN
iajs-2483	515	10	that	that	PRON
iajs-2483	515	11	supports	support	VERB
iajs-2483	515	12	it	it	PRON
iajs-2483	515	13	with	with	ADP
iajs-2483	515	14	a	a	DET
iajs-2483	515	15	precise	precise	ADJ
iajs-2483	515	16	meaning	meaning	NOUN
iajs-2483	515	17	and	and	CCONJ
iajs-2483	515	18	makes	make	VERB
iajs-2483	515	19	it	it	PRON
iajs-2483	515	20	demonstrative	demonstrative	ADJ
iajs-2483	515	21	and	and	CCONJ
iajs-2483	515	22	meaningful	meaningful	ADJ
iajs-2483	515	23	.	.	PUNCT
iajs-2483	516	1	there	there	PRON
iajs-2483	516	2	are	be	VERB
iajs-2483	516	3	several	several	ADJ
iajs-2483	516	4	other	other	ADJ
iajs-2483	516	5	languages	language	NOUN
iajs-2483	516	6	that	that	PRON
iajs-2483	516	7	can	can	AUX
iajs-2483	516	8	be	be	AUX
iajs-2483	516	9	used	use	VERB
iajs-2483	516	10	to	to	PART
iajs-2483	516	11	express	express	VERB
iajs-2483	516	12	ontologies	ontology	NOUN
iajs-2483	516	13	such	such	ADJ
iajs-2483	516	14	as	as	ADP
iajs-2483	516	15	xml	xml	NOUN
iajs-2483	516	16	(	(	PUNCT
iajs-2483	516	17	xtensible	xtensible	PROPN
iajs-2483	516	18	markup	markup	PROPN
iajs-2483	516	19	language	language	NOUN
iajs-2483	516	20	)	)	PUNCT
iajs-2483	517	1	[	[	X
iajs-2483	517	2	6	6	NUM
iajs-2483	517	3	]	]	PUNCT
iajs-2483	517	4	.	.	PUNCT
iajs-2483	518	1	13	13	NUM
iajs-2483	518	2	.	.	PUNCT
iajs-2483	518	3	java	java	PROPN
iajs-2483	518	4	agent	agent	PROPN
iajs-2483	518	5	development	development	PROPN
iajs-2483	518	6	environment	environment	NOUN
iajs-2483	518	7	(	(	PUNCT
iajs-2483	518	8	jade	jade	NOUN
iajs-2483	518	9	)	)	PUNCT
iajs-2483	518	10	jade	jade	PROPN
iajs-2483	518	11	,	,	PUNCT
iajs-2483	518	12	an	an	DET
iajs-2483	518	13	abbreviation	abbreviation	NOUN
iajs-2483	518	14	of	of	ADP
iajs-2483	518	15	(	(	PUNCT
iajs-2483	518	16	java	java	PROPN
iajs-2483	518	17	agent	agent	PROPN
iajs-2483	518	18	development	development	PROPN
iajs-2483	518	19	environment	environment	PROPN
iajs-2483	518	20	)	)	PUNCT
iajs-2483	518	21	,	,	PUNCT
iajs-2483	518	22	is	be	AUX
iajs-2483	518	23	a	a	DET
iajs-2483	518	24	software	software	NOUN
iajs-2483	518	25	platform	platform	NOUN
iajs-2483	518	26	that	that	PRON
iajs-2483	518	27	simplifies	simplify	VERB
iajs-2483	518	28	the	the	DET
iajs-2483	518	29	creation	creation	NOUN
iajs-2483	518	30	and	and	CCONJ
iajs-2483	518	31	development	development	NOUN
iajs-2483	518	32	of	of	ADP
iajs-2483	518	33	agent	agent	NOUN
iajs-2483	518	34	-	-	PUNCT
iajs-2483	518	35	based	base	VERB
iajs-2483	518	36	systems	system	NOUN
iajs-2483	518	37	for	for	ADP
iajs-2483	518	38	homogenous	homogenous	ADJ
iajs-2483	518	39	entities	entity	NOUN
iajs-2483	518	40	as	as	ADP
iajs-2483	518	41	a	a	DET
iajs-2483	518	42	method	method	NOUN
iajs-2483	518	43	for	for	ADP
iajs-2483	518	44	assisting	assist	VERB
iajs-2483	518	45	researches	research	NOUN
iajs-2483	518	46	and	and	CCONJ
iajs-2483	518	47	establishing	establish	VERB
iajs-2483	518	48	applications	application	NOUN
iajs-2483	518	49	.	.	PUNCT
iajs-2483	519	1	it	it	PRON
iajs-2483	519	2	confirms	confirm	VERB
iajs-2483	519	3	to	to	ADP
iajs-2483	519	4	the	the	DET
iajs-2483	519	5	foundation	foundation	NOUN
iajs-2483	519	6	for	for	ADP
iajs-2483	519	7	intelligent	intelligent	ADJ
iajs-2483	519	8	physical	physical	ADJ
iajs-2483	519	9	agents	agent	NOUN
iajs-2483	519	10	(	(	PUNCT
iajs-2483	519	11	fipa	fipa	ADJ
iajs-2483	519	12	)	)	PUNCT
iajs-2483	519	13	standard	standard	NOUN
iajs-2483	519	14	.	.	PUNCT
iajs-2483	520	1	jade	jade	PROPN
iajs-2483	520	2	uses	use	VERB
iajs-2483	520	3	a	a	DET
iajs-2483	520	4	group	group	NOUN
iajs-2483	520	5	of	of	ADP
iajs-2483	520	6	tools	tool	NOUN
iajs-2483	520	7	and	and	CCONJ
iajs-2483	520	8	apis	api	NOUN
iajs-2483	520	9	that	that	PRON
iajs-2483	520	10	simplify	simplify	VERB
iajs-2483	520	11	the	the	DET
iajs-2483	520	12	troubleshooting	troubleshooting	NOUN
iajs-2483	520	13	and	and	CCONJ
iajs-2483	520	14	distributing	distribute	VERB
iajs-2483	520	15	phase[6	phase[6	NOUN
iajs-2483	520	16	,	,	PUNCT
iajs-2483	520	17	12	12	NUM
iajs-2483	520	18	]	]	PUNCT
iajs-2483	520	19	.	.	PUNCT
iajs-2483	521	1	jade	jade	PROPN
iajs-2483	521	2	is	be	AUX
iajs-2483	521	3	considered	consider	VERB
iajs-2483	521	4	as	as	SCONJ
iajs-2483	521	5	middleware	middleware	NOUN
iajs-2483	521	6	developed	develop	VERB
iajs-2483	521	7	for	for	ADP
iajs-2483	521	8	establishing	establish	VERB
iajs-2483	521	9	multi	multi	ADJ
iajs-2483	521	10	-	-	ADJ
iajs-2483	521	11	agent	agent	ADJ
iajs-2483	521	12	systems	system	NOUN
iajs-2483	521	13	using	use	VERB
iajs-2483	521	14	the	the	DET
iajs-2483	521	15	architecture	architecture	NOUN
iajs-2483	521	16	of	of	ADP
iajs-2483	521	17	peer	peer	NOUN
iajs-2483	521	18	to	to	PART
iajs-2483	521	19	peer	peer	NOUN
iajs-2483	521	20	.	.	PUNCT
iajs-2483	522	1	the	the	DET
iajs-2483	522	2	data	data	PROPN
iajs-2483	522	3	,	,	PUNCT
iajs-2483	522	4	recourses	recourse	NOUN
iajs-2483	522	5	,	,	PUNCT
iajs-2483	522	6	controls	control	NOUN
iajs-2483	522	7	are	be	AUX
iajs-2483	522	8	dispersed	disperse	VERB
iajs-2483	522	9	on	on	ADP
iajs-2483	522	10	machines	machine	NOUN
iajs-2483	522	11	in	in	ADP
iajs-2483	522	12	the	the	DET
iajs-2483	522	13	network	network	NOUN
iajs-2483	522	14	.	.	PUNCT
iajs-2483	523	1	the	the	DET
iajs-2483	523	2	agent	agent	NOUN
iajs-2483	523	3	framework	framework	NOUN
iajs-2483	523	4	may	may	AUX
iajs-2483	523	5	be	be	AUX
iajs-2483	523	6	scattered	scatter	VERB
iajs-2483	523	7	among	among	ADP
iajs-2483	523	8	computers	computer	NOUN
iajs-2483	523	9	(	(	PUNCT
iajs-2483	523	10	which	which	PRON
iajs-2483	523	11	are	be	AUX
iajs-2483	523	12	not	not	PART
iajs-2483	523	13	necessary	necessary	ADJ
iajs-2483	523	14	to	to	PART
iajs-2483	523	15	contain	contain	VERB
iajs-2483	523	16	similar	similar	ADJ
iajs-2483	523	17	operating	operating	NOUN
iajs-2483	523	18	systems	system	NOUN
iajs-2483	523	19	)	)	PUNCT
iajs-2483	523	20	and	and	CCONJ
iajs-2483	523	21	the	the	DET
iajs-2483	523	22	arrangement	arrangement	NOUN
iajs-2483	523	23	and	and	CCONJ
iajs-2483	523	24	settings	setting	NOUN
iajs-2483	523	25	may	may	AUX
iajs-2483	523	26	be	be	AUX
iajs-2483	523	27	altered	alter	VERB
iajs-2483	523	28	and	and	CCONJ
iajs-2483	523	29	managed	manage	VERB
iajs-2483	523	30	by	by	ADP
iajs-2483	523	31	a	a	DET
iajs-2483	523	32	gui	gui	NOUN
iajs-2483	524	1	[	[	X
iajs-2483	524	2	20	20	NUM
iajs-2483	524	3	,	,	PUNCT
iajs-2483	524	4	21	21	NUM
iajs-2483	524	5	]	]	PUNCT
iajs-2483	524	6	.	.	PUNCT
iajs-2483	525	1	jade	jade	PROPN
iajs-2483	525	2	framework	framework	PROPN
iajs-2483	525	3	enjoys	enjoy	VERB
iajs-2483	525	4	a	a	DET
iajs-2483	525	5	higher	high	ADJ
iajs-2483	525	6	degree	degree	NOUN
iajs-2483	525	7	of	of	ADP
iajs-2483	525	8	functioning	function	VERB
iajs-2483	525	9	in	in	ADP
iajs-2483	525	10	the	the	DET
iajs-2483	525	11	multi	multi	ADJ
iajs-2483	525	12	-	-	ADJ
iajs-2483	525	13	agent	agent	ADJ
iajs-2483	525	14	system	system	NOUN
iajs-2483	525	15	programmed	program	VERB
iajs-2483	525	16	in	in	ADP
iajs-2483	525	17	java	java	PROPN
iajs-2483	525	18	.	.	PUNCT
iajs-2483	526	1	the	the	DET
iajs-2483	526	2	jade	jade	PROPN
iajs-2483	526	3	objective	objective	NOUN
iajs-2483	526	4	is	be	AUX
iajs-2483	526	5	to	to	PART
iajs-2483	526	6	facilitate	facilitate	VERB
iajs-2483	526	7	the	the	DET
iajs-2483	526	8	development	development	NOUN
iajs-2483	526	9	of	of	ADP
iajs-2483	526	10	agent	agent	NOUN
iajs-2483	526	11	-	-	PUNCT
iajs-2483	526	12	based	base	VERB
iajs-2483	526	13	system	system	NOUN
iajs-2483	526	14	as	as	ADV
iajs-2483	526	15	well	well	ADV
iajs-2483	526	16	as	as	ADP
iajs-2483	526	17	providing	provide	VERB
iajs-2483	526	18	a	a	DET
iajs-2483	526	19	global	global	ADJ
iajs-2483	526	20	group	group	NOUN
iajs-2483	526	21	of	of	ADP
iajs-2483	526	22	services	service	NOUN
iajs-2483	526	23	for	for	ADP
iajs-2483	526	24	developing	develop	VERB
iajs-2483	526	25	agents	agent	NOUN
iajs-2483	526	26	.	.	PUNCT
iajs-2483	527	1	jade	jade	PROPN
iajs-2483	527	2	provides	provide	VERB
iajs-2483	527	3	some	some	DET
iajs-2483	527	4	properties	property	NOUN
iajs-2483	527	5	to	to	ADP
iajs-2483	527	6	the	the	DET
iajs-2483	527	7	agent	agent	NOUN
iajs-2483	527	8	developers[21	developers[21	PROPN
iajs-2483	527	9	]	]	PUNCT
iajs-2483	527	10	.	.	PUNCT
iajs-2483	528	1	1	1	X
iajs-2483	528	2	.	.	X
iajs-2483	528	3	the	the	DET
iajs-2483	528	4	agent	agent	NOUN
iajs-2483	528	5	platform	platform	NOUN
iajs-2483	528	6	conformed	conform	VERB
iajs-2483	528	7	to	to	ADP
iajs-2483	528	8	fipa	fipa	ADJ
iajs-2483	528	9	standard	standard	NOUN
iajs-2483	528	10	,	,	PUNCT
iajs-2483	528	11	contains	contain	VERB
iajs-2483	528	12	the	the	DET
iajs-2483	528	13	standard	standard	ADJ
iajs-2483	528	14	types	type	NOUN
iajs-2483	528	15	of	of	ADP
iajs-2483	528	16	agents	agent	NOUN
iajs-2483	528	17	triggered	trigger	VERB
iajs-2483	528	18	when	when	SCONJ
iajs-2483	528	19	the	the	DET
iajs-2483	528	20	framework	framework	NOUN
iajs-2483	528	21	is	be	AUX
iajs-2483	528	22	started	start	VERB
iajs-2483	528	23	.	.	PUNCT
iajs-2483	529	1	these	these	DET
iajs-2483	529	2	agents	agent	NOUN
iajs-2483	529	3	are	be	AUX
iajs-2483	529	4	(	(	PUNCT
iajs-2483	529	5	ams	am	NOUN
iajs-2483	529	6	,	,	PUNCT
iajs-2483	529	7	abbrev	abbrev	NOUN
iajs-2483	529	8	.	.	PUNCT
iajs-2483	530	1	of	of	ADP
iajs-2483	530	2	agent	agent	NOUN
iajs-2483	530	3	management	management	NOUN
iajs-2483	530	4	system	system	NOUN
iajs-2483	530	5	,	,	PUNCT
iajs-2483	530	6	df	df	PROPN
iajs-2483	530	7	,	,	PUNCT
iajs-2483	530	8	abbrev	abbrev	PROPN
iajs-2483	530	9	.	.	PUNCT
iajs-2483	531	1	of	of	ADP
iajs-2483	531	2	directory	directory	NOUN
iajs-2483	531	3	facilitator	facilitator	NOUN
iajs-2483	531	4	and	and	CCONJ
iajs-2483	531	5	acc	acc	PROPN
iajs-2483	531	6	,	,	PUNCT
iajs-2483	531	7	abbrev	abbrev	PROPN
iajs-2483	531	8	.	.	PUNCT
iajs-2483	532	1	of	of	ADP
iajs-2483	532	2	agent	agent	NOUN
iajs-2483	532	3	communication	communication	NOUN
iajs-2483	532	4	channel	channel	NOUN
iajs-2483	532	5	)	)	PUNCT
iajs-2483	532	6	2	2	NUM
iajs-2483	532	7	.	.	NUM
iajs-2483	532	8	dispersed	disperse	VERB
iajs-2483	532	9	agent	agent	NOUN
iajs-2483	532	10	framework	framework	NOUN
iajs-2483	532	11	.	.	PUNCT
iajs-2483	533	1	the	the	DET
iajs-2483	533	2	agent	agent	NOUN
iajs-2483	533	3	framework	framework	NOUN
iajs-2483	533	4	may	may	AUX
iajs-2483	533	5	be	be	AUX
iajs-2483	533	6	divided	divide	VERB
iajs-2483	533	7	into	into	ADP
iajs-2483	533	8	machines	machine	NOUN
iajs-2483	533	9	.	.	PUNCT
iajs-2483	534	1	for	for	ADP
iajs-2483	534	2	each	each	DET
iajs-2483	534	3	machine	machine	NOUN
iajs-2483	534	4	,	,	PUNCT
iajs-2483	534	5	there	there	PRON
iajs-2483	534	6	is	be	VERB
iajs-2483	534	7	only	only	ADV
iajs-2483	534	8	a	a	DET
iajs-2483	534	9	need	need	NOUN
iajs-2483	534	10	for	for	ADP
iajs-2483	534	11	a	a	DET
iajs-2483	534	12	single	single	ADJ
iajs-2483	534	13	java	java	NOUN
iajs-2483	534	14	application	application	NOUN
iajs-2483	534	15	and	and	CCONJ
iajs-2483	534	16	single	single	ADJ
iajs-2483	534	17	jvm	jvm	NOUN
iajs-2483	534	18	.	.	PROPN
iajs-2483	535	1	3	3	NUM
iajs-2483	535	2	.	.	X
iajs-2483	535	3	jade	jade	PROPN
iajs-2483	535	4	supports	support	VERB
iajs-2483	535	5	api	api	NOUN
iajs-2483	535	6	to	to	PART
iajs-2483	535	7	send	send	VERB
iajs-2483	535	8	and	and	CCONJ
iajs-2483	535	9	receive	receive	VERB
iajs-2483	535	10	messages	message	NOUN
iajs-2483	535	11	among	among	ADP
iajs-2483	535	12	agents	agent	NOUN
iajs-2483	535	13	.	.	PUNCT
iajs-2483	536	1	4	4	X
iajs-2483	536	2	.	.	X
iajs-2483	536	3	jade	jade	PROPN
iajs-2483	536	4	provides	provide	VERB
iajs-2483	536	5	a	a	DET
iajs-2483	536	6	library	library	NOUN
iajs-2483	536	7	of	of	ADP
iajs-2483	536	8	fipa	fipa	ADJ
iajs-2483	536	9	protocols	protocol	NOUN
iajs-2483	536	10	used	use	VERB
iajs-2483	536	11	for	for	ADP
iajs-2483	536	12	interaction	interaction	NOUN
iajs-2483	536	13	among	among	ADP
iajs-2483	536	14	agents	agent	NOUN
iajs-2483	536	15	.	.	PUNCT
iajs-2483	537	1	5	5	X
iajs-2483	537	2	.	.	X
iajs-2483	537	3	jade	jade	PROPN
iajs-2483	537	4	allows	allow	VERB
iajs-2483	537	5	the	the	DET
iajs-2483	537	6	mobility	mobility	NOUN
iajs-2483	537	7	of	of	ADP
iajs-2483	537	8	agents	agent	NOUN
iajs-2483	537	9	in	in	ADP
iajs-2483	537	10	the	the	DET
iajs-2483	537	11	framework	framework	NOUN
iajs-2483	537	12	.	.	PUNCT
iajs-2483	538	1	6	6	X
iajs-2483	538	2	.	.	X
iajs-2483	538	3	gui	gui	NOUN
iajs-2483	538	4	is	be	AUX
iajs-2483	538	5	to	to	PART
iajs-2483	538	6	control	control	VERB
iajs-2483	538	7	and	and	CCONJ
iajs-2483	538	8	maintain	maintain	VERB
iajs-2483	538	9	the	the	DET
iajs-2483	538	10	agent	agent	NOUN
iajs-2483	538	11	framework	framework	NOUN
iajs-2483	538	12	.	.	PUNCT
iajs-2483	539	1	the	the	DET
iajs-2483	539	2	admins	admin	NOUN
iajs-2483	539	3	of	of	ADP
iajs-2483	539	4	the	the	DET
iajs-2483	539	5	framework	framework	NOUN
iajs-2483	539	6	can	can	AUX
iajs-2483	539	7	create	create	VERB
iajs-2483	539	8	new	new	ADJ
iajs-2483	539	9	agent	agent	NOUN
iajs-2483	539	10	actions	action	NOUN
iajs-2483	539	11	,	,	PUNCT
iajs-2483	539	12	delete	delete	ADJ
iajs-2483	539	13	and	and	CCONJ
iajs-2483	539	14	manipulate	manipulate	NOUN
iajs-2483	539	15	.	.	PUNCT
iajs-2483	540	1	14	14	NUM
iajs-2483	540	2	.	.	PUNCT
iajs-2483	541	1	applications	application	NOUN
iajs-2483	541	2	of	of	ADP
iajs-2483	541	3	mas	mas	PROPN
iajs-2483	541	4	there	there	PRON
iajs-2483	541	5	are	be	VERB
iajs-2483	541	6	several	several	ADJ
iajs-2483	541	7	applications	application	NOUN
iajs-2483	541	8	of	of	ADP
iajs-2483	541	9	mas	mas	PROPN
iajs-2483	541	10	in	in	ADP
iajs-2483	541	11	different	different	ADJ
iajs-2483	541	12	domains	domain	NOUN
iajs-2483	541	13	,	,	PUNCT
iajs-2483	541	14	we	we	PRON
iajs-2483	541	15	list	list	VERB
iajs-2483	541	16	below	below	ADP
iajs-2483	541	17	some	some	PRON
iajs-2483	541	18	of	of	ADP
iajs-2483	541	19	them	they	PRON
iajs-2483	541	20	:	:	PUNCT
iajs-2483	541	21	web	web	NOUN
iajs-2483	541	22	advertisement	advertisement	NOUN
iajs-2483	541	23	the	the	DET
iajs-2483	541	24	researcher	researcher	NOUN
iajs-2483	541	25	in	in	ADP
iajs-2483	541	26	[	[	X
iajs-2483	541	27	22	22	NUM
iajs-2483	541	28	]	]	PUNCT
iajs-2483	541	29	.	.	PUNCT
iajs-2483	542	1	proposes	propose	VERB
iajs-2483	542	2	a	a	DET
iajs-2483	542	3	methodology	methodology	NOUN
iajs-2483	542	4	for	for	ADP
iajs-2483	542	5	customizing	customizing	NOUN
iajs-2483	542	6	and	and	CCONJ
iajs-2483	542	7	personalizing	personalize	VERB
iajs-2483	542	8	web	web	NOUN
iajs-2483	542	9	advertisements	advertisement	NOUN
iajs-2483	542	10	using	use	VERB
iajs-2483	542	11	the	the	DET
iajs-2483	542	12	mining	mining	NOUN
iajs-2483	542	13	of	of	ADP
iajs-2483	542	14	contents	content	NOUN
iajs-2483	542	15	and	and	CCONJ
iajs-2483	542	16	web	web	NOUN
iajs-2483	542	17	.	.	PUNCT
iajs-2483	543	1	the	the	DET
iajs-2483	543	2	objective	objective	NOUN
iajs-2483	543	3	of	of	ADP
iajs-2483	543	4	the	the	DET
iajs-2483	543	5	proposed	propose	VERB
iajs-2483	543	6	personalized	personalize	VERB
iajs-2483	543	7	system	system	NOUN
iajs-2483	543	8	is	be	AUX
iajs-2483	543	9	to	to	PART
iajs-2483	543	10	offer	offer	VERB
iajs-2483	543	11	advertisements	advertisement	NOUN
iajs-2483	543	12	that	that	PRON
iajs-2483	543	13	are	be	AUX
iajs-2483	543	14	appropriate	appropriate	ADJ
iajs-2483	543	15	for	for	ADP
iajs-2483	543	16	user	user	NOUN
iajs-2483	543	17	interests	interest	NOUN
iajs-2483	543	18	.	.	PUNCT
iajs-2483	544	1	to	to	PART
iajs-2483	544	2	perform	perform	VERB
iajs-2483	544	3	this	this	DET
iajs-2483	544	4	objective	objective	NOUN
iajs-2483	544	5	,	,	PUNCT
iajs-2483	544	6	more	more	ADJ
iajs-2483	544	7	data	datum	NOUN
iajs-2483	544	8	are	be	AUX
iajs-2483	544	9	manipulated	manipulate	VERB
iajs-2483	544	10	inconsistent	inconsistent	ADJ
iajs-2483	544	11	vector	vector	NOUN
iajs-2483	544	12	space	space	NOUN
iajs-2483	544	13	:	:	PUNCT
iajs-2483	544	14	the	the	DET
iajs-2483	544	15	contents	content	NOUN
iajs-2483	544	16	of	of	ADP
iajs-2483	544	17	  	  	SPACE
iajs-2483	544	18	208	208	NUM
iajs-2483	544	19	ibn	ibn	PROPN
iajs-2483	544	20	al	al	PROPN
iajs-2483	544	21	-	-	PUNCT
iajs-2483	544	22	haitham	haitham	PROPN
iajs-2483	544	23	jour	jour	X
iajs-2483	544	24	.	.	PROPN
iajs-2483	544	25	for	for	ADP
iajs-2483	544	26	pure	pure	ADJ
iajs-2483	544	27	&	&	CCONJ
iajs-2483	544	28	appl	appl	PROPN
iajs-2483	544	29	.	.	PUNCT
iajs-2483	545	1	sci	sci	PROPN
iajs-2483	545	2	.	.	PROPN
iajs-2483	546	1	33	33	NUM
iajs-2483	546	2	(	(	PUNCT
iajs-2483	546	3	3	3	NUM
iajs-2483	546	4	)	)	PUNCT
iajs-2483	546	5	2020	2020	NUM
iajs-2483	546	6	advertisers	advertiser	NOUN
iajs-2483	546	7	and	and	CCONJ
iajs-2483	546	8	the	the	DET
iajs-2483	546	9	publisher	publisher	NOUN
iajs-2483	546	10	's	's	PART
iajs-2483	546	11	site	site	NOUN
iajs-2483	546	12	,	,	PUNCT
iajs-2483	546	13	the	the	DET
iajs-2483	546	14	previous	previous	ADJ
iajs-2483	546	15	and	and	CCONJ
iajs-2483	546	16	current	current	ADJ
iajs-2483	546	17	behavior	behavior	NOUN
iajs-2483	546	18	of	of	ADP
iajs-2483	546	19	the	the	DET
iajs-2483	546	20	user	user	NOUN
iajs-2483	546	21	.	.	PUNCT
iajs-2483	547	1	agent	agent	NOUN
iajs-2483	547	2	-	-	PUNCT
iajs-2483	547	3	based	base	VERB
iajs-2483	547	4	system	system	NOUN
iajs-2483	547	5	is	be	AUX
iajs-2483	547	6	working	work	VERB
iajs-2483	547	7	on	on	ADP
iajs-2483	547	8	the	the	DET
iajs-2483	547	9	publisher	publisher	NOUN
iajs-2483	547	10	's	's	PART
iajs-2483	547	11	website	website	NOUN
iajs-2483	547	12	to	to	PART
iajs-2483	547	13	arrange	arrange	VERB
iajs-2483	547	14	customized	customize	VERB
iajs-2483	547	15	advertisements	advertisement	NOUN
iajs-2483	547	16	.	.	PUNCT
iajs-2483	548	1	each	each	DET
iajs-2483	548	2	collaborating	collaborate	VERB
iajs-2483	548	3	agent	agent	NOUN
iajs-2483	548	4	has	have	VERB
iajs-2483	548	5	a	a	DET
iajs-2483	548	6	specific	specific	ADJ
iajs-2483	548	7	job	job	NOUN
iajs-2483	548	8	.	.	PUNCT
iajs-2483	549	1	the	the	DET
iajs-2483	549	2	proposed	propose	VERB
iajs-2483	549	3	system	system	NOUN
iajs-2483	549	4	can	can	AUX
iajs-2483	549	5	suggest	suggest	VERB
iajs-2483	549	6	hyperlinks	hyperlink	NOUN
iajs-2483	549	7	in	in	ADP
iajs-2483	549	8	adaptive	adaptive	ADJ
iajs-2483	549	9	methods	method	NOUN
iajs-2483	549	10	.	.	PUNCT
iajs-2483	550	1	the	the	DET
iajs-2483	550	2	system	system	NOUN
iajs-2483	550	3	is	be	AUX
iajs-2483	550	4	scalable	scalable	ADJ
iajs-2483	550	5	and	and	CCONJ
iajs-2483	550	6	can	can	AUX
iajs-2483	550	7	accommodate	accommodate	VERB
iajs-2483	550	8	new	new	ADJ
iajs-2483	550	9	functionalities	functionality	NOUN
iajs-2483	550	10	as	as	ADP
iajs-2483	550	11	complicated	complicated	ADJ
iajs-2483	550	12	scheduling	scheduling	NOUN
iajs-2483	550	13	methods	method	NOUN
iajs-2483	550	14	and	and	CCONJ
iajs-2483	550	15	personalization	personalization	NOUN
iajs-2483	550	16	using	use	VERB
iajs-2483	550	17	knowledge	knowledge	NOUN
iajs-2483	550	18	which	which	PRON
iajs-2483	550	19	are	be	AUX
iajs-2483	550	20	stemmed	stem	VERB
iajs-2483	550	21	from	from	ADP
iajs-2483	550	22	buying	buy	VERB
iajs-2483	550	23	history	history	NOUN
iajs-2483	550	24	in	in	ADP
iajs-2483	550	25	addition	addition	NOUN
iajs-2483	550	26	to	to	ADP
iajs-2483	550	27	the	the	DET
iajs-2483	550	28	ratings	rating	NOUN
iajs-2483	550	29	of	of	ADP
iajs-2483	550	30	products	product	NOUN
iajs-2483	550	31	.	.	PUNCT
iajs-2483	551	1	the	the	DET
iajs-2483	551	2	proposed	propose	VERB
iajs-2483	551	3	system	system	NOUN
iajs-2483	551	4	introduces	introduce	VERB
iajs-2483	551	5	a	a	DET
iajs-2483	551	6	variety	variety	NOUN
iajs-2483	551	7	of	of	ADP
iajs-2483	551	8	updating	update	VERB
iajs-2483	551	9	processes	process	NOUN
iajs-2483	551	10	.	.	PUNCT
iajs-2483	552	1	another	another	DET
iajs-2483	552	2	research	research	NOUN
iajs-2483	552	3	about	about	ADP
iajs-2483	552	4	web	web	NOUN
iajs-2483	552	5	services[23	services[23	NOUN
iajs-2483	552	6	]	]	PUNCT
iajs-2483	552	7	.	.	PUNCT
iajs-2483	552	8	is	be	AUX
iajs-2483	552	9	compared	compare	VERB
iajs-2483	552	10	and	and	CCONJ
iajs-2483	552	11	discussed	discuss	VERB
iajs-2483	552	12	in	in	ADP
iajs-2483	552	13	table	table	NOUN
iajs-2483	552	14	1	1	NUM
iajs-2483	552	15	.	.	NOUN
iajs-2483	552	16	15	15	NUM
iajs-2483	552	17	.	.	PUNCT
iajs-2483	553	1	cloud	cloud	NOUN
iajs-2483	553	2	computing	compute	VERB
iajs-2483	553	3	cloud	cloud	NOUN
iajs-2483	553	4	computing	computing	NOUN
iajs-2483	553	5	is	be	AUX
iajs-2483	553	6	used	use	VERB
iajs-2483	553	7	to	to	PART
iajs-2483	553	8	allow	allow	VERB
iajs-2483	553	9	access	access	NOUN
iajs-2483	553	10	to	to	ADP
iajs-2483	553	11	massive	massive	ADJ
iajs-2483	553	12	amounts	amount	NOUN
iajs-2483	553	13	of	of	ADP
iajs-2483	553	14	computation	computation	NOUN
iajs-2483	553	15	resources	resource	NOUN
iajs-2483	553	16	online	online	ADV
iajs-2483	553	17	.	.	PUNCT
iajs-2483	554	1	the	the	DET
iajs-2483	554	2	clients	client	NOUN
iajs-2483	554	3	can	can	AUX
iajs-2483	554	4	use	use	VERB
iajs-2483	554	5	the	the	DET
iajs-2483	554	6	information	information	NOUN
iajs-2483	554	7	and	and	CCONJ
iajs-2483	554	8	retrieve	retrieve	VERB
iajs-2483	554	9	them	they	PRON
iajs-2483	554	10	and	and	CCONJ
iajs-2483	554	11	utilize	utilize	VERB
iajs-2483	554	12	services	service	NOUN
iajs-2483	554	13	using	use	VERB
iajs-2483	554	14	computers	computer	NOUN
iajs-2483	554	15	and	and	CCONJ
iajs-2483	554	16	smart	smart	ADJ
iajs-2483	554	17	devices	device	NOUN
iajs-2483	554	18	at	at	ADP
iajs-2483	554	19	any	any	DET
iajs-2483	554	20	time	time	NOUN
iajs-2483	554	21	to	to	PART
iajs-2483	554	22	perform	perform	VERB
iajs-2483	554	23	computation	computation	NOUN
iajs-2483	554	24	processes	process	NOUN
iajs-2483	554	25	and	and	CCONJ
iajs-2483	554	26	to	to	PART
iajs-2483	554	27	reach	reach	VERB
iajs-2483	554	28	their	their	PRON
iajs-2483	554	29	data	datum	NOUN
iajs-2483	554	30	.	.	PUNCT
iajs-2483	555	1	the	the	DET
iajs-2483	555	2	developers	developer	NOUN
iajs-2483	555	3	have	have	AUX
iajs-2483	555	4	realized	realize	VERB
iajs-2483	555	5	the	the	DET
iajs-2483	555	6	need	need	NOUN
iajs-2483	555	7	for	for	ADP
iajs-2483	555	8	a	a	DET
iajs-2483	555	9	system	system	NOUN
iajs-2483	555	10	that	that	PRON
iajs-2483	555	11	utilizes	utilize	VERB
iajs-2483	555	12	the	the	DET
iajs-2483	555	13	cloud	cloud	NOUN
iajs-2483	555	14	with	with	ADP
iajs-2483	555	15	enhancing	enhance	VERB
iajs-2483	555	16	its	its	PRON
iajs-2483	555	17	performance	performance	NOUN
iajs-2483	555	18	.	.	PUNCT
iajs-2483	556	1	mas	mas	PROPN
iajs-2483	556	2	offers	offer	VERB
iajs-2483	556	3	an	an	DET
iajs-2483	556	4	ideal	ideal	ADJ
iajs-2483	556	5	method	method	NOUN
iajs-2483	556	6	for	for	ADP
iajs-2483	556	7	complex	complex	ADJ
iajs-2483	556	8	systems	system	NOUN
iajs-2483	556	9	that	that	PRON
iajs-2483	556	10	are	be	AUX
iajs-2483	556	11	altered	alter	VERB
iajs-2483	556	12	dynamically	dynamically	ADV
iajs-2483	556	13	.	.	PUNCT
iajs-2483	557	1	mas	mas	PROPN
iajs-2483	557	2	can	can	AUX
iajs-2483	557	3	resolve	resolve	VERB
iajs-2483	557	4	problems	problem	NOUN
iajs-2483	557	5	using	use	VERB
iajs-2483	557	6	a	a	DET
iajs-2483	557	7	decentralized	decentralized	ADJ
iajs-2483	557	8	approach	approach	NOUN
iajs-2483	557	9	such	such	ADJ
iajs-2483	557	10	that	that	SCONJ
iajs-2483	557	11	multiple	multiple	ADJ
iajs-2483	557	12	agents	agent	NOUN
iajs-2483	557	13	collaborate	collaborate	VERB
iajs-2483	557	14	to	to	PART
iajs-2483	557	15	achieve	achieve	VERB
iajs-2483	557	16	a	a	DET
iajs-2483	557	17	task	task	NOUN
iajs-2483	557	18	.	.	PUNCT
iajs-2483	558	1	in	in	ADP
iajs-2483	558	2	the	the	DET
iajs-2483	558	3	work	work	NOUN
iajs-2483	558	4	of	of	ADP
iajs-2483	558	5	alwadan	alwadan	PROPN
iajs-2483	558	6	[	[	X
iajs-2483	558	7	24	24	NUM
iajs-2483	558	8	]	]	PUNCT
iajs-2483	558	9	.	.	PUNCT
iajs-2483	559	1	a	a	DET
iajs-2483	559	2	new	new	ADJ
iajs-2483	559	3	infrastructure	infrastructure	NOUN
iajs-2483	559	4	is	be	AUX
iajs-2483	559	5	presented	present	VERB
iajs-2483	559	6	which	which	PRON
iajs-2483	559	7	includes	include	VERB
iajs-2483	559	8	mas	mas	PROPN
iajs-2483	559	9	that	that	PRON
iajs-2483	559	10	uses	use	VERB
iajs-2483	559	11	cloud	cloud	NOUN
iajs-2483	559	12	computing	computing	NOUN
iajs-2483	559	13	to	to	PART
iajs-2483	559	14	help	help	VERB
iajs-2483	559	15	in	in	ADP
iajs-2483	559	16	deciding	decide	VERB
iajs-2483	559	17	the	the	DET
iajs-2483	559	18	resources	resource	NOUN
iajs-2483	559	19	and	and	CCONJ
iajs-2483	559	20	utilizing	utilize	VERB
iajs-2483	559	21	the	the	DET
iajs-2483	559	22	overall	overall	ADJ
iajs-2483	559	23	ability	ability	NOUN
iajs-2483	559	24	of	of	ADP
iajs-2483	559	25	the	the	DET
iajs-2483	559	26	cloud	cloud	NOUN
iajs-2483	559	27	.	.	PUNCT
iajs-2483	560	1	this	this	DET
iajs-2483	560	2	architecture	architecture	NOUN
iajs-2483	560	3	can	can	AUX
iajs-2483	560	4	also	also	ADV
iajs-2483	560	5	monitor	monitor	VERB
iajs-2483	560	6	the	the	DET
iajs-2483	560	7	user	user	NOUN
iajs-2483	560	8	's	's	PART
iajs-2483	560	9	tasks	task	NOUN
iajs-2483	560	10	which	which	PRON
iajs-2483	560	11	are	be	AUX
iajs-2483	560	12	processed	process	VERB
iajs-2483	560	13	in	in	ADP
iajs-2483	560	14	the	the	DET
iajs-2483	560	15	cloud	cloud	NOUN
iajs-2483	560	16	.	.	PUNCT
iajs-2483	561	1	the	the	DET
iajs-2483	561	2	jade	jade	NOUN
iajs-2483	561	3	framework	framework	NOUN
iajs-2483	561	4	is	be	AUX
iajs-2483	561	5	used	use	VERB
iajs-2483	561	6	to	to	PART
iajs-2483	561	7	implement	implement	VERB
iajs-2483	561	8	the	the	DET
iajs-2483	561	9	proposed	propose	VERB
iajs-2483	561	10	techniques	technique	NOUN
iajs-2483	561	11	.	.	PUNCT
iajs-2483	562	1	the	the	DET
iajs-2483	562	2	simulation	simulation	NOUN
iajs-2483	562	3	is	be	AUX
iajs-2483	562	4	performed	perform	VERB
iajs-2483	562	5	with	with	ADP
iajs-2483	562	6	two	two	NUM
iajs-2483	562	7	experiments	experiment	NOUN
iajs-2483	562	8	with	with	ADP
iajs-2483	562	9	a	a	DET
iajs-2483	562	10	different	different	ADJ
iajs-2483	562	11	number	number	NOUN
iajs-2483	562	12	of	of	ADP
iajs-2483	562	13	jobs	job	NOUN
iajs-2483	562	14	that	that	PRON
iajs-2483	562	15	are	be	AUX
iajs-2483	562	16	transmitted	transmit	VERB
iajs-2483	562	17	to	to	ADP
iajs-2483	562	18	the	the	DET
iajs-2483	562	19	cloud	cloud	NOUN
iajs-2483	562	20	computing	computing	NOUN
iajs-2483	562	21	system	system	NOUN
iajs-2483	562	22	.	.	PUNCT
iajs-2483	563	1	from	from	ADP
iajs-2483	563	2	the	the	DET
iajs-2483	563	3	performed	perform	VERB
iajs-2483	563	4	experiments	experiment	NOUN
iajs-2483	563	5	,	,	PUNCT
iajs-2483	563	6	the	the	DET
iajs-2483	563	7	proposed	propose	VERB
iajs-2483	563	8	techniques	technique	NOUN
iajs-2483	563	9	can	can	AUX
iajs-2483	563	10	achieve	achieve	VERB
iajs-2483	563	11	the	the	DET
iajs-2483	563	12	following	following	NOUN
iajs-2483	563	13	:	:	PUNCT
iajs-2483	563	14			NOUN
iajs-2483	563	15	introduce	introduce	VERB
iajs-2483	563	16	a	a	DET
iajs-2483	563	17	novel	novel	ADJ
iajs-2483	563	18	system	system	NOUN
iajs-2483	563	19	that	that	PRON
iajs-2483	563	20	comprises	comprise	VERB
iajs-2483	563	21	mas	mas	PROPN
iajs-2483	563	22	with	with	ADP
iajs-2483	563	23	a	a	DET
iajs-2483	563	24	cloud	cloud	ADJ
iajs-2483	563	25	paradigm	paradigm	NOUN
iajs-2483	563	26	to	to	PART
iajs-2483	563	27	assist	assist	VERB
iajs-2483	563	28	in	in	ADP
iajs-2483	563	29	selecting	select	VERB
iajs-2483	563	30	the	the	DET
iajs-2483	563	31	appropriate	appropriate	ADJ
iajs-2483	563	32	resources	resource	NOUN
iajs-2483	563	33	and	and	CCONJ
iajs-2483	563	34	help	help	VERB
iajs-2483	563	35	in	in	ADP
iajs-2483	563	36	performing	perform	VERB
iajs-2483	563	37	negotiation	negotiation	NOUN
iajs-2483	563	38	among	among	ADP
iajs-2483	563	39	cloud	cloud	NOUN
iajs-2483	563	40	suppliers	supplier	NOUN
iajs-2483	563	41	and	and	CCONJ
iajs-2483	563	42	users	user	NOUN
iajs-2483	563	43	to	to	PART
iajs-2483	563	44	utilize	utilize	VERB
iajs-2483	563	45	the	the	DET
iajs-2483	563	46	overall	overall	ADJ
iajs-2483	563	47	cloud	cloud	NOUN
iajs-2483	563	48	power	power	NOUN
iajs-2483	563	49	.	.	PUNCT
iajs-2483	564	1			PUNCT
iajs-2483	565	1	the	the	DET
iajs-2483	565	2	proposed	propose	VERB
iajs-2483	565	3	technique	technique	NOUN
iajs-2483	565	4	can	can	AUX
iajs-2483	565	5	watch	watch	VERB
iajs-2483	565	6	and	and	CCONJ
iajs-2483	565	7	supervise	supervise	VERB
iajs-2483	565	8	user	user	NOUN
iajs-2483	565	9	tasks	task	NOUN
iajs-2483	565	10	during	during	ADP
iajs-2483	565	11	their	their	PRON
iajs-2483	565	12	processing	processing	NOUN
iajs-2483	565	13	.	.	PUNCT
iajs-2483	566	1	cloud	cloud	NOUN
iajs-2483	566	2	computing	computing	NOUN
iajs-2483	566	3	can	can	AUX
iajs-2483	566	4	offer	offer	VERB
iajs-2483	566	5	many	many	ADJ
iajs-2483	566	6	advantages	advantage	NOUN
iajs-2483	566	7	to	to	ADP
iajs-2483	566	8	universities	university	NOUN
iajs-2483	566	9	and	and	CCONJ
iajs-2483	566	10	institutes	institute	NOUN
iajs-2483	566	11	.	.	PUNCT
iajs-2483	567	1	it	it	PRON
iajs-2483	567	2	provides	provide	VERB
iajs-2483	567	3	resources	resource	NOUN
iajs-2483	567	4	and	and	CCONJ
iajs-2483	567	5	services	service	NOUN
iajs-2483	567	6	such	such	ADJ
iajs-2483	567	7	as	as	ADP
iajs-2483	567	8	software	software	NOUN
iajs-2483	567	9	as	as	ADP
iajs-2483	567	10	a	a	DET
iajs-2483	567	11	service	service	NOUN
iajs-2483	567	12	(	(	PUNCT
iajs-2483	567	13	saas	saas	NOUN
iajs-2483	567	14	)	)	PUNCT
iajs-2483	567	15	,	,	PUNCT
iajs-2483	567	16	platform	platform	NOUN
iajs-2483	567	17	as	as	ADP
iajs-2483	567	18	a	a	DET
iajs-2483	567	19	service	service	NOUN
iajs-2483	567	20	(	(	PUNCT
iajs-2483	567	21	paas	paas	NOUN
iajs-2483	567	22	)	)	PUNCT
iajs-2483	567	23	,	,	PUNCT
iajs-2483	567	24	and	and	CCONJ
iajs-2483	567	25	infrastructure	infrastructure	NOUN
iajs-2483	567	26	as	as	ADP
iajs-2483	567	27	a	a	DET
iajs-2483	567	28	service	service	NOUN
iajs-2483	567	29	(	(	PUNCT
iajs-2483	567	30	iaas	iaas	PROPN
iajs-2483	567	31	)	)	PUNCT
iajs-2483	567	32	.	.	PUNCT
iajs-2483	568	1	today	today	NOUN
iajs-2483	568	2	,	,	PUNCT
iajs-2483	568	3	colleges	college	NOUN
iajs-2483	568	4	and	and	CCONJ
iajs-2483	568	5	universities	university	NOUN
iajs-2483	568	6	have	have	AUX
iajs-2483	568	7	used	use	VERB
iajs-2483	568	8	the	the	DET
iajs-2483	568	9	cloud	cloud	NOUN
iajs-2483	568	10	and	and	CCONJ
iajs-2483	568	11	its	its	PRON
iajs-2483	568	12	potential	potential	ADJ
iajs-2483	568	13	power	power	NOUN
iajs-2483	568	14	for	for	ADP
iajs-2483	568	15	innovation	innovation	NOUN
iajs-2483	568	16	.	.	PUNCT
iajs-2483	569	1	depending	depend	VERB
iajs-2483	569	2	on	on	ADP
iajs-2483	569	3	the	the	DET
iajs-2483	569	4	benefits	benefit	NOUN
iajs-2483	569	5	of	of	ADP
iajs-2483	569	6	cloud	cloud	NOUN
iajs-2483	569	7	computing	computing	NOUN
iajs-2483	569	8	and	and	CCONJ
iajs-2483	569	9	the	the	DET
iajs-2483	569	10	mas	mas	PROPN
iajs-2483	569	11	method	method	NOUN
iajs-2483	569	12	to	to	PART
iajs-2483	569	13	assist	assist	VERB
iajs-2483	569	14	e	e	NOUN
iajs-2483	569	15	-	-	ADJ
iajs-2483	569	16	learning	learning	NOUN
iajs-2483	569	17	,	,	PUNCT
iajs-2483	569	18	mohammed	mohammed	PROPN
iajs-2483	569	19	et	et	PROPN
iajs-2483	569	20	al	al	PROPN
iajs-2483	569	21	in	in	ADP
iajs-2483	569	22	[	[	X
iajs-2483	569	23	25	25	NUM
iajs-2483	569	24	]	]	PUNCT
iajs-2483	569	25	.	.	PUNCT
iajs-2483	570	1	proposed	propose	VERB
iajs-2483	570	2	a	a	DET
iajs-2483	570	3	hybrid	hybrid	ADJ
iajs-2483	570	4	method	method	NOUN
iajs-2483	570	5	that	that	PRON
iajs-2483	570	6	comprises	comprise	VERB
iajs-2483	570	7	mas	mas	PROPN
iajs-2483	570	8	and	and	CCONJ
iajs-2483	570	9	cloud	cloud	PROPN
iajs-2483	570	10	computing	computing	NOUN
iajs-2483	570	11	to	to	PART
iajs-2483	570	12	formalize	formalize	VERB
iajs-2483	570	13	a	a	DET
iajs-2483	570	14	new	new	ADJ
iajs-2483	570	15	layer	layer	NOUN
iajs-2483	570	16	named	name	VERB
iajs-2483	570	17	smart	smart	ADJ
iajs-2483	570	18	-	-	PUNCT
iajs-2483	570	19	cls	cls	NOUN
iajs-2483	570	20	,	,	PUNCT
iajs-2483	570	21	where	where	SCONJ
iajs-2483	570	22	cls	cls	NOUN
iajs-2483	570	23	is	be	AUX
iajs-2483	570	24	an	an	DET
iajs-2483	570	25	abbreviation	abbreviation	NOUN
iajs-2483	570	26	of	of	ADP
iajs-2483	570	27	cloud	cloud	NOUN
iajs-2483	570	28	learning	learning	NOUN
iajs-2483	570	29	system	system	NOUN
iajs-2483	570	30	.	.	PUNCT
iajs-2483	571	1	the	the	DET
iajs-2483	571	2	proposed	propose	VERB
iajs-2483	571	3	approach	approach	NOUN
iajs-2483	571	4	offers	offer	VERB
iajs-2483	571	5	three	three	NUM
iajs-2483	571	6	items	item	NOUN
iajs-2483	571	7	:	:	PUNCT
iajs-2483	571	8			X
iajs-2483	571	9	cloud	cloud	PROPN
iajs-2483	571	10	computing	computing	NOUN
iajs-2483	571	11	provides	provide	VERB
iajs-2483	571	12	electronic	electronic	ADJ
iajs-2483	571	13	learning	learning	NOUN
iajs-2483	571	14	as	as	ADP
iajs-2483	571	15	a	a	DET
iajs-2483	571	16	service	service	NOUN
iajs-2483	571	17	(	(	PUNCT
iajs-2483	571	18	laas	laas	PROPN
iajs-2483	571	19	)	)	PUNCT
iajs-2483	571	20			NOUN
iajs-2483	571	21	mas	mas	PROPN
iajs-2483	571	22	technique	technique	NOUN
iajs-2483	571	23	must	must	AUX
iajs-2483	571	24	be	be	AUX
iajs-2483	571	25	included	include	VERB
iajs-2483	571	26	as	as	ADP
iajs-2483	571	27	a	a	DET
iajs-2483	571	28	service	service	NOUN
iajs-2483	571	29	in	in	ADP
iajs-2483	571	30	the	the	DET
iajs-2483	571	31	cloud	cloud	NOUN
iajs-2483	571	32			NOUN
iajs-2483	571	33	a	a	DET
iajs-2483	571	34	new	new	ADJ
iajs-2483	571	35	level	level	NOUN
iajs-2483	571	36	called	call	VERB
iajs-2483	571	37	smart	smart	ADJ
iajs-2483	571	38	-	-	PUNCT
iajs-2483	571	39	cls	cls	NOUN
iajs-2483	571	40	is	be	AUX
iajs-2483	571	41	added	add	VERB
iajs-2483	571	42	to	to	PART
iajs-2483	571	43	offer	offer	VERB
iajs-2483	571	44	services	service	NOUN
iajs-2483	571	45	in	in	ADP
iajs-2483	571	46	any	any	DET
iajs-2483	571	47	time	time	NOUN
iajs-2483	571	48	and	and	CCONJ
iajs-2483	571	49	in	in	ADP
iajs-2483	571	50	all	all	DET
iajs-2483	571	51	places	place	NOUN
iajs-2483	571	52	for	for	ADP
iajs-2483	571	53	all	all	DET
iajs-2483	571	54	the	the	DET
iajs-2483	571	55	participants	participant	NOUN
iajs-2483	571	56	in	in	ADP
iajs-2483	571	57	the	the	DET
iajs-2483	571	58	learning	learning	NOUN
iajs-2483	571	59	method	method	NOUN
iajs-2483	571	60	.	.	PUNCT
iajs-2483	572	1	the	the	DET
iajs-2483	572	2	proposed	propose	VERB
iajs-2483	572	3	system	system	NOUN
iajs-2483	572	4	is	be	AUX
iajs-2483	572	5	a	a	DET
iajs-2483	572	6	software	software	NOUN
iajs-2483	572	7	layer	layer	NOUN
iajs-2483	572	8	that	that	PRON
iajs-2483	572	9	represents	represent	VERB
iajs-2483	572	10	a	a	DET
iajs-2483	572	11	platform	platform	NOUN
iajs-2483	572	12	for	for	ADP
iajs-2483	572	13	interactions	interaction	NOUN
iajs-2483	572	14	and	and	CCONJ
iajs-2483	572	15	communications	communication	NOUN
iajs-2483	572	16	with	with	ADP
iajs-2483	572	17	the	the	DET
iajs-2483	572	18	system	system	NOUN
iajs-2483	572	19	.	.	PUNCT
iajs-2483	573	1	the	the	DET
iajs-2483	573	2	technique	technique	NOUN
iajs-2483	573	3	has	have	VERB
iajs-2483	573	4	the	the	DET
iajs-2483	573	5	following	following	ADJ
iajs-2483	573	6	advantages	advantage	NOUN
iajs-2483	573	7	:	:	PUNCT
iajs-2483	574	1			NOUN
iajs-2483	574	2	support	support	NOUN
iajs-2483	574	3	gui	gui	NOUN
iajs-2483	574	4	agent	agent	NOUN
iajs-2483	574	5			NOUN
iajs-2483	574	6	simplify	simplify	VERB
iajs-2483	574	7	the	the	DET
iajs-2483	574	8	mas	mas	ADJ
iajs-2483	574	9	distribution	distribution	NOUN
iajs-2483	574	10	in	in	ADP
iajs-2483	574	11	the	the	DET
iajs-2483	574	12	cloud	cloud	NOUN
iajs-2483	574	13	computing	compute	VERB
iajs-2483	574	14	the	the	DET
iajs-2483	574	15	results	result	NOUN
iajs-2483	574	16	of	of	ADP
iajs-2483	574	17	the	the	DET
iajs-2483	574	18	system	system	NOUN
iajs-2483	574	19	experiments	experiment	NOUN
iajs-2483	574	20	have	have	AUX
iajs-2483	574	21	authorized	authorize	VERB
iajs-2483	574	22	and	and	CCONJ
iajs-2483	574	23	validated	validate	VERB
iajs-2483	574	24	the	the	DET
iajs-2483	574	25	use	use	NOUN
iajs-2483	574	26	of	of	ADP
iajs-2483	574	27	smartcls	smartcls	NOUN
iajs-2483	574	28	and	and	CCONJ
iajs-2483	574	29	have	have	AUX
iajs-2483	574	30	shown	show	VERB
iajs-2483	574	31	that	that	SCONJ
iajs-2483	574	32	the	the	DET
iajs-2483	574	33	application	application	NOUN
iajs-2483	574	34	has	have	VERB
iajs-2483	574	35	greater	great	ADJ
iajs-2483	574	36	importance	importance	NOUN
iajs-2483	574	37	in	in	ADP
iajs-2483	574	38	universities	university	NOUN
iajs-2483	574	39	and	and	CCONJ
iajs-2483	574	40	colleges	college	NOUN
iajs-2483	574	41	  	  	SPACE
iajs-2483	574	42	209	209	NUM
iajs-2483	574	43	ibn	ibn	PROPN
iajs-2483	574	44	al	al	PROPN
iajs-2483	574	45	-	-	PUNCT
iajs-2483	574	46	haitham	haitham	PROPN
iajs-2483	574	47	jour	jour	X
iajs-2483	574	48	.	.	PROPN
iajs-2483	575	1	for	for	ADP
iajs-2483	575	2	pure	pure	ADJ
iajs-2483	575	3	&	&	CCONJ
iajs-2483	575	4	appl	appl	PROPN
iajs-2483	575	5	.	.	PUNCT
iajs-2483	576	1	sci	sci	PROPN
iajs-2483	576	2	.	.	PROPN
iajs-2483	577	1	33	33	NUM
iajs-2483	577	2	(	(	PUNCT
iajs-2483	577	3	3	3	NUM
iajs-2483	577	4	)	)	PUNCT
iajs-2483	577	5	2020	2020	NUM
iajs-2483	578	1	with	with	ADP
iajs-2483	578	2	the	the	DET
iajs-2483	578	3	goal	goal	NOUN
iajs-2483	578	4	of	of	ADP
iajs-2483	578	5	offering	offer	VERB
iajs-2483	578	6	assistance	assistance	NOUN
iajs-2483	578	7	in	in	ADP
iajs-2483	578	8	modern	modern	ADJ
iajs-2483	578	9	methods	method	NOUN
iajs-2483	578	10	for	for	ADP
iajs-2483	578	11	learning	learn	VERB
iajs-2483	578	12	with	with	ADP
iajs-2483	578	13	students	student	NOUN
iajs-2483	578	14	’	'	PUNCT
iajs-2483	578	15	satisfaction	satisfaction	NOUN
iajs-2483	578	16	of	of	ADP
iajs-2483	578	17	using	use	VERB
iajs-2483	578	18	it	it	PRON
iajs-2483	578	19	.	.	PUNCT
iajs-2483	579	1	16	16	NUM
iajs-2483	579	2	.	.	PUNCT
iajs-2483	580	1	e	e	X
iajs-2483	580	2	-	-	ADJ
iajs-2483	580	3	commercee	commercee	ADJ
iajs-2483	580	4	agents	agent	NOUN
iajs-2483	580	5	provide	provide	VERB
iajs-2483	580	6	the	the	DET
iajs-2483	580	7	facility	facility	NOUN
iajs-2483	580	8	to	to	PART
iajs-2483	580	9	alter	alter	VERB
iajs-2483	580	10	e	e	NOUN
iajs-2483	580	11	-	-	NOUN
iajs-2483	580	12	commerce	commerce	NOUN
iajs-2483	580	13	by	by	ADP
iajs-2483	580	14	assisting	assist	VERB
iajs-2483	580	15	traders	trader	NOUN
iajs-2483	580	16	to	to	PART
iajs-2483	580	17	buy	buy	VERB
iajs-2483	580	18	products	product	NOUN
iajs-2483	580	19	depending	depend	VERB
iajs-2483	580	20	on	on	ADP
iajs-2483	580	21	their	their	PRON
iajs-2483	580	22	preferences	preference	NOUN
iajs-2483	580	23	.	.	PUNCT
iajs-2483	581	1	e	e	X
iajs-2483	581	2	-	-	NOUN
iajs-2483	581	3	commerce	commerce	NOUN
iajs-2483	581	4	systems	system	NOUN
iajs-2483	581	5	grant	grant	VERB
iajs-2483	581	6	values	value	NOUN
iajs-2483	581	7	to	to	ADP
iajs-2483	581	8	clients	client	NOUN
iajs-2483	581	9	by	by	ADP
iajs-2483	581	10	offering	offer	VERB
iajs-2483	581	11	custom	custom	NOUN
iajs-2483	581	12	experiences	experience	NOUN
iajs-2483	581	13	.	.	PUNCT
iajs-2483	582	1	in	in	ADP
iajs-2483	582	2	[	[	X
iajs-2483	582	3	26	26	NUM
iajs-2483	582	4	]	]	PUNCT
iajs-2483	582	5	.	.	PUNCT
iajs-2483	583	1	the	the	DET
iajs-2483	583	2	researcher	researcher	NOUN
iajs-2483	583	3	aims	aim	VERB
iajs-2483	583	4	to	to	PART
iajs-2483	583	5	develop	develop	VERB
iajs-2483	583	6	a	a	DET
iajs-2483	583	7	cooperative	cooperative	ADJ
iajs-2483	583	8	mas	mas	NOUN
iajs-2483	583	9	using	use	VERB
iajs-2483	583	10	an	an	DET
iajs-2483	583	11	ecommerce	ecommerce	NOUN
iajs-2483	583	12	paradigm	paradigm	NOUN
iajs-2483	583	13	that	that	PRON
iajs-2483	583	14	supports	support	VERB
iajs-2483	583	15	autonomy	autonomy	NOUN
iajs-2483	583	16	and	and	CCONJ
iajs-2483	583	17	personalization	personalization	NOUN
iajs-2483	583	18	.	.	PUNCT
iajs-2483	584	1	the	the	DET
iajs-2483	584	2	system	system	NOUN
iajs-2483	584	3	consists	consist	VERB
iajs-2483	584	4	of	of	ADP
iajs-2483	584	5	three	three	NUM
iajs-2483	584	6	types	type	NOUN
iajs-2483	584	7	of	of	ADP
iajs-2483	584	8	agents	agent	NOUN
iajs-2483	584	9	:	:	PUNCT
iajs-2483	584	10	mall	mall	NOUN
iajs-2483	584	11	,	,	PUNCT
iajs-2483	584	12	seller	seller	NOUN
iajs-2483	584	13	and	and	CCONJ
iajs-2483	584	14	buyer	buyer	NOUN
iajs-2483	584	15	.	.	PUNCT
iajs-2483	585	1	the	the	DET
iajs-2483	585	2	basic	basic	ADJ
iajs-2483	585	3	concept	concept	NOUN
iajs-2483	585	4	of	of	ADP
iajs-2483	585	5	the	the	DET
iajs-2483	585	6	technique	technique	NOUN
iajs-2483	585	7	is	be	AUX
iajs-2483	585	8	to	to	PART
iajs-2483	585	9	obtain	obtain	VERB
iajs-2483	585	10	a	a	DET
iajs-2483	585	11	broker	broker	NOUN
iajs-2483	585	12	which	which	PRON
iajs-2483	585	13	identifies	identify	VERB
iajs-2483	585	14	the	the	DET
iajs-2483	585	15	buyer	buyer	NOUN
iajs-2483	585	16	's	's	PART
iajs-2483	585	17	requirements	requirement	NOUN
iajs-2483	585	18	using	use	VERB
iajs-2483	585	19	default	default	NOUN
iajs-2483	585	20	parameters	parameter	NOUN
iajs-2483	585	21	that	that	PRON
iajs-2483	585	22	are	be	AUX
iajs-2483	585	23	used	use	VERB
iajs-2483	585	24	to	to	PART
iajs-2483	585	25	solve	solve	VERB
iajs-2483	585	26	the	the	DET
iajs-2483	585	27	case	case	NOUN
iajs-2483	585	28	of	of	ADP
iajs-2483	585	29	finding	find	VERB
iajs-2483	585	30	items	item	NOUN
iajs-2483	585	31	of	of	ADP
iajs-2483	585	32	interest	interest	NOUN
iajs-2483	585	33	.	.	PUNCT
iajs-2483	586	1	the	the	DET
iajs-2483	586	2	proposed	propose	VERB
iajs-2483	586	3	method	method	NOUN
iajs-2483	586	4	targets	target	NOUN
iajs-2483	586	5	to	to	PART
iajs-2483	586	6	provide	provide	VERB
iajs-2483	586	7	responses	response	NOUN
iajs-2483	586	8	to	to	ADP
iajs-2483	586	9	requests	request	NOUN
iajs-2483	586	10	and	and	CCONJ
iajs-2483	586	11	to	to	PART
iajs-2483	586	12	offer	offer	VERB
iajs-2483	586	13	items	item	NOUN
iajs-2483	586	14	according	accord	VERB
iajs-2483	586	15	to	to	ADP
iajs-2483	586	16	the	the	DET
iajs-2483	586	17	user	user	NOUN
iajs-2483	586	18	’s	’s	PART
iajs-2483	586	19	needs	need	NOUN
iajs-2483	586	20	.	.	PUNCT
iajs-2483	587	1	the	the	DET
iajs-2483	587	2	proposed	propose	VERB
iajs-2483	587	3	technique	technique	NOUN
iajs-2483	587	4	is	be	AUX
iajs-2483	587	5	a	a	DET
iajs-2483	587	6	peer	peer	NOUN
iajs-2483	587	7	to	to	ADP
iajs-2483	587	8	peer	peer	NOUN
iajs-2483	587	9	system	system	NOUN
iajs-2483	587	10	.	.	PUNCT
iajs-2483	588	1	the	the	DET
iajs-2483	588	2	peers	peer	NOUN
iajs-2483	588	3	have	have	VERB
iajs-2483	588	4	the	the	DET
iajs-2483	588	5	capability	capability	NOUN
iajs-2483	588	6	to	to	PART
iajs-2483	588	7	connect	connect	VERB
iajs-2483	588	8	in	in	ADP
iajs-2483	588	9	a	a	DET
iajs-2483	588	10	reliable	reliable	ADJ
iajs-2483	588	11	way	way	NOUN
iajs-2483	588	12	and	and	CCONJ
iajs-2483	588	13	share	share	NOUN
iajs-2483	588	14	data	datum	NOUN
iajs-2483	588	15	.	.	PUNCT
iajs-2483	589	1	the	the	DET
iajs-2483	589	2	proposed	propose	VERB
iajs-2483	589	3	method	method	NOUN
iajs-2483	589	4	permits	permit	VERB
iajs-2483	589	5	peers	peer	NOUN
iajs-2483	589	6	to	to	PART
iajs-2483	589	7	be	be	AUX
iajs-2483	589	8	directly	directly	ADV
iajs-2483	589	9	connected	connect	VERB
iajs-2483	589	10	without	without	ADP
iajs-2483	589	11	using	use	VERB
iajs-2483	589	12	a	a	DET
iajs-2483	589	13	center	center	NOUN
iajs-2483	589	14	server	server	NOUN
iajs-2483	589	15	which	which	PRON
iajs-2483	589	16	makes	make	VERB
iajs-2483	589	17	them	they	PRON
iajs-2483	589	18	reliable	reliable	ADJ
iajs-2483	589	19	and	and	CCONJ
iajs-2483	589	20	more	more	ADV
iajs-2483	589	21	secure	secure	ADJ
iajs-2483	589	22	.	.	PUNCT
iajs-2483	590	1	there	there	PRON
iajs-2483	590	2	are	be	VERB
iajs-2483	590	3	three	three	NUM
iajs-2483	590	4	types	type	NOUN
iajs-2483	590	5	of	of	ADP
iajs-2483	590	6	agents	agent	NOUN
iajs-2483	590	7	:	:	PUNCT
iajs-2483	590	8	mall	mall	NOUN
iajs-2483	590	9	(	(	PUNCT
iajs-2483	590	10	ma	ma	PROPN
iajs-2483	590	11	)	)	PUNCT
iajs-2483	590	12	,	,	PUNCT
iajs-2483	590	13	buyer	buyer	NOUN
iajs-2483	590	14	(	(	PUNCT
iajs-2483	590	15	ba	ba	NOUN
iajs-2483	590	16	)	)	PUNCT
iajs-2483	590	17	and	and	CCONJ
iajs-2483	590	18	seller	seller	NOUN
iajs-2483	590	19	(	(	PUNCT
iajs-2483	590	20	sa	sa	PROPN
iajs-2483	590	21	)	)	PUNCT
iajs-2483	590	22	.	.	PUNCT
iajs-2483	591	1	the	the	DET
iajs-2483	591	2	seller	seller	NOUN
iajs-2483	591	3	agent	agent	NOUN
iajs-2483	591	4	has	have	VERB
iajs-2483	591	5	data	datum	NOUN
iajs-2483	591	6	that	that	PRON
iajs-2483	591	7	is	be	AUX
iajs-2483	591	8	needed	need	VERB
iajs-2483	591	9	to	to	PART
iajs-2483	591	10	be	be	AUX
iajs-2483	591	11	offered	offer	VERB
iajs-2483	591	12	to	to	ADP
iajs-2483	591	13	the	the	DET
iajs-2483	591	14	buyer	buyer	NOUN
iajs-2483	591	15	agent	agent	NOUN
iajs-2483	591	16	.	.	PUNCT
iajs-2483	592	1	the	the	DET
iajs-2483	592	2	buyer	buyer	NOUN
iajs-2483	592	3	agent	agent	NOUN
iajs-2483	592	4	needs	need	VERB
iajs-2483	592	5	some	some	DET
iajs-2483	592	6	information	information	NOUN
iajs-2483	592	7	about	about	ADP
iajs-2483	592	8	the	the	DET
iajs-2483	592	9	request	request	NOUN
iajs-2483	592	10	of	of	ADP
iajs-2483	592	11	its	its	PRON
iajs-2483	592	12	client	client	NOUN
iajs-2483	592	13	.	.	PUNCT
iajs-2483	593	1	the	the	DET
iajs-2483	593	2	mall	mall	NOUN
iajs-2483	593	3	agent	agent	NOUN
iajs-2483	593	4	presents	present	VERB
iajs-2483	593	5	a	a	DET
iajs-2483	593	6	list	list	NOUN
iajs-2483	593	7	of	of	ADP
iajs-2483	593	8	sellers	seller	NOUN
iajs-2483	593	9	that	that	PRON
iajs-2483	593	10	meet	meet	VERB
iajs-2483	593	11	the	the	DET
iajs-2483	593	12	clients	client	NOUN
iajs-2483	593	13	’	'	PUNCT
iajs-2483	593	14	needs	need	NOUN
iajs-2483	593	15	by	by	ADP
iajs-2483	593	16	comparing	compare	VERB
iajs-2483	593	17	the	the	DET
iajs-2483	593	18	need	need	NOUN
iajs-2483	593	19	with	with	ADP
iajs-2483	593	20	the	the	DET
iajs-2483	593	21	properties	property	NOUN
iajs-2483	593	22	of	of	ADP
iajs-2483	593	23	the	the	DET
iajs-2483	593	24	product	product	NOUN
iajs-2483	593	25	that	that	PRON
iajs-2483	593	26	exists	exist	VERB
iajs-2483	593	27	in	in	ADP
iajs-2483	593	28	the	the	DET
iajs-2483	593	29	shared	share	VERB
iajs-2483	593	30	database	database	NOUN
iajs-2483	593	31	in	in	ADP
iajs-2483	593	32	the	the	DET
iajs-2483	593	33	mall	mall	NOUN
iajs-2483	593	34	agent	agent	NOUN
iajs-2483	593	35	.	.	PUNCT
iajs-2483	594	1	recent	recent	ADJ
iajs-2483	594	2	e	e	NOUN
iajs-2483	594	3	-	-	NOUN
iajs-2483	594	4	commerce	commerce	NOUN
iajs-2483	594	5	techniques	technique	NOUN
iajs-2483	594	6	used	use	VERB
iajs-2483	594	7	a	a	DET
iajs-2483	594	8	centralized	centralized	ADJ
iajs-2483	594	9	approach	approach	NOUN
iajs-2483	594	10	as	as	ADP
iajs-2483	594	11	a	a	DET
iajs-2483	594	12	server	server	NOUN
iajs-2483	594	13	which	which	PRON
iajs-2483	594	14	they	they	PRON
iajs-2483	594	15	represented	represent	VERB
iajs-2483	594	16	at	at	ADP
iajs-2483	594	17	a	a	DET
iajs-2483	594	18	point	point	NOUN
iajs-2483	594	19	of	of	ADP
iajs-2483	594	20	failure	failure	NOUN
iajs-2483	594	21	.	.	PUNCT
iajs-2483	595	1	if	if	SCONJ
iajs-2483	595	2	the	the	DET
iajs-2483	595	3	server	server	NOUN
iajs-2483	595	4	fails	fail	VERB
iajs-2483	595	5	,	,	PUNCT
iajs-2483	595	6	the	the	DET
iajs-2483	595	7	whole	whole	ADJ
iajs-2483	595	8	system	system	NOUN
iajs-2483	595	9	will	will	AUX
iajs-2483	595	10	fail	fail	VERB
iajs-2483	595	11	too	too	ADV
iajs-2483	595	12	.	.	PUNCT
iajs-2483	596	1	although	although	SCONJ
iajs-2483	596	2	when	when	SCONJ
iajs-2483	596	3	the	the	DET
iajs-2483	596	4	mall	mall	NOUN
iajs-2483	596	5	agents	agent	NOUN
iajs-2483	596	6	fail	fail	VERB
iajs-2483	596	7	,	,	PUNCT
iajs-2483	596	8	the	the	DET
iajs-2483	596	9	buyer	buyer	NOUN
iajs-2483	596	10	agent	agent	NOUN
iajs-2483	596	11	can	can	AUX
iajs-2483	596	12	negotiate	negotiate	VERB
iajs-2483	596	13	with	with	ADP
iajs-2483	596	14	the	the	DET
iajs-2483	596	15	seller	seller	NOUN
iajs-2483	596	16	agents	agent	NOUN
iajs-2483	596	17	.	.	PUNCT
iajs-2483	597	1	the	the	DET
iajs-2483	597	2	proposed	propose	VERB
iajs-2483	597	3	framework	framework	NOUN
iajs-2483	597	4	avoids	avoid	VERB
iajs-2483	597	5	the	the	DET
iajs-2483	597	6	shortcomings	shortcoming	NOUN
iajs-2483	597	7	of	of	ADP
iajs-2483	597	8	ecommerce	ecommerce	NOUN
iajs-2483	597	9	paradigms	paradigm	VERB
iajs-2483	597	10	by	by	ADP
iajs-2483	597	11	owning	own	VERB
iajs-2483	597	12	a	a	DET
iajs-2483	597	13	peer	peer	NOUN
iajs-2483	597	14	to	to	ADP
iajs-2483	597	15	peer	peer	NOUN
iajs-2483	597	16	communication	communication	NOUN
iajs-2483	597	17	,	,	PUNCT
iajs-2483	597	18	which	which	PRON
iajs-2483	597	19	is	be	AUX
iajs-2483	597	20	an	an	DET
iajs-2483	597	21	efficient	efficient	ADJ
iajs-2483	597	22	medium	medium	NOUN
iajs-2483	597	23	of	of	ADP
iajs-2483	597	24	communication	communication	NOUN
iajs-2483	597	25	.	.	PUNCT
iajs-2483	598	1	the	the	DET
iajs-2483	598	2	results	result	NOUN
iajs-2483	598	3	prove	prove	VERB
iajs-2483	598	4	that	that	SCONJ
iajs-2483	598	5	the	the	DET
iajs-2483	598	6	proposed	propose	VERB
iajs-2483	598	7	system	system	NOUN
iajs-2483	598	8	permits	permit	VERB
iajs-2483	598	9	locating	locate	VERB
iajs-2483	598	10	the	the	DET
iajs-2483	598	11	items	item	NOUN
iajs-2483	598	12	in	in	ADP
iajs-2483	598	13	a	a	DET
iajs-2483	598	14	way	way	NOUN
iajs-2483	598	15	coherent	coherent	ADJ
iajs-2483	598	16	with	with	ADP
iajs-2483	598	17	customers	customer	NOUN
iajs-2483	598	18	’	'	PUNCT
iajs-2483	598	19	requirements	requirement	NOUN
iajs-2483	598	20	.	.	PUNCT
iajs-2483	599	1	the	the	DET
iajs-2483	599	2	results	result	NOUN
iajs-2483	599	3	show	show	VERB
iajs-2483	599	4	proves	prove	VERB
iajs-2483	599	5	the	the	DET
iajs-2483	599	6	hypothesis	hypothesis	NOUN
iajs-2483	599	7	,	,	PUNCT
iajs-2483	599	8	that	that	SCONJ
iajs-2483	599	9	the	the	DET
iajs-2483	599	10	cost	cost	NOUN
iajs-2483	599	11	of	of	ADP
iajs-2483	599	12	the	the	DET
iajs-2483	599	13	result	result	NOUN
iajs-2483	599	14	is	be	AUX
iajs-2483	599	15	improved	improve	VERB
iajs-2483	599	16	and	and	CCONJ
iajs-2483	599	17	also	also	ADV
iajs-2483	599	18	confirmed	confirm	VERB
iajs-2483	599	19	the	the	DET
iajs-2483	599	20	reality	reality	NOUN
iajs-2483	599	21	that	that	SCONJ
iajs-2483	599	22	the	the	DET
iajs-2483	599	23	system	system	NOUN
iajs-2483	599	24	acts	act	VERB
iajs-2483	599	25	as	as	ADP
iajs-2483	599	26	a	a	DET
iajs-2483	599	27	peer	peer	NOUN
iajs-2483	599	28	to	to	ADP
iajs-2483	599	29	peer	peer	NOUN
iajs-2483	599	30	model	model	NOUN
iajs-2483	599	31	.	.	PUNCT
iajs-2483	600	1	the	the	DET
iajs-2483	600	2	authors	author	NOUN
iajs-2483	600	3	in	in	ADP
iajs-2483	600	4	[	[	X
iajs-2483	600	5	27	27	NUM
iajs-2483	600	6	]	]	PUNCT
iajs-2483	600	7	.	.	PUNCT
iajs-2483	600	8	provide	provide	VERB
iajs-2483	600	9	the	the	DET
iajs-2483	600	10	basis	basis	NOUN
iajs-2483	600	11	for	for	ADP
iajs-2483	600	12	sentimental	sentimental	ADJ
iajs-2483	600	13	negotiation	negotiation	NOUN
iajs-2483	600	14	and	and	CCONJ
iajs-2483	600	15	the	the	DET
iajs-2483	600	16	job	job	NOUN
iajs-2483	600	17	of	of	ADP
iajs-2483	600	18	emotion	emotion	NOUN
iajs-2483	600	19	in	in	ADP
iajs-2483	600	20	making	make	VERB
iajs-2483	600	21	decisions	decision	NOUN
iajs-2483	600	22	.	.	PUNCT
iajs-2483	601	1	in	in	ADP
iajs-2483	601	2	this	this	DET
iajs-2483	601	3	approach	approach	NOUN
iajs-2483	601	4	,	,	PUNCT
iajs-2483	601	5	the	the	DET
iajs-2483	601	6	authors	author	NOUN
iajs-2483	601	7	presented	present	VERB
iajs-2483	601	8	a	a	DET
iajs-2483	601	9	mas	mas	PROPN
iajs-2483	601	10	with	with	ADP
iajs-2483	601	11	an	an	DET
iajs-2483	601	12	e	e	NOUN
iajs-2483	601	13	-	-	NOUN
iajs-2483	601	14	commerce	commerce	NOUN
iajs-2483	601	15	paradigm	paradigm	NOUN
iajs-2483	601	16	.	.	PUNCT
iajs-2483	602	1	to	to	PART
iajs-2483	602	2	grasp	grasp	VERB
iajs-2483	602	3	the	the	DET
iajs-2483	602	4	effect	effect	NOUN
iajs-2483	602	5	of	of	ADP
iajs-2483	602	6	negotiation	negotiation	NOUN
iajs-2483	602	7	,	,	PUNCT
iajs-2483	602	8	it	it	PRON
iajs-2483	602	9	is	be	AUX
iajs-2483	602	10	necessary	necessary	ADJ
iajs-2483	602	11	to	to	PART
iajs-2483	602	12	construct	construct	VERB
iajs-2483	602	13	a	a	DET
iajs-2483	602	14	model	model	NOUN
iajs-2483	602	15	that	that	PRON
iajs-2483	602	16	comprises	comprise	VERB
iajs-2483	602	17	human	human	ADJ
iajs-2483	602	18	emotions	emotion	NOUN
iajs-2483	602	19	.	.	PUNCT
iajs-2483	603	1	such	such	DET
iajs-2483	603	2	a	a	DET
iajs-2483	603	3	model	model	NOUN
iajs-2483	603	4	has	have	VERB
iajs-2483	603	5	the	the	DET
iajs-2483	603	6	ability	ability	NOUN
iajs-2483	603	7	to	to	PART
iajs-2483	603	8	merge	merge	VERB
iajs-2483	603	9	with	with	ADP
iajs-2483	603	10	the	the	DET
iajs-2483	603	11	process	process	NOUN
iajs-2483	603	12	of	of	ADP
iajs-2483	603	13	negotiation	negotiation	NOUN
iajs-2483	603	14	like	like	ADP
iajs-2483	603	15	humans	human	NOUN
iajs-2483	603	16	.	.	PUNCT
iajs-2483	604	1	the	the	DET
iajs-2483	604	2	agents	agent	NOUN
iajs-2483	604	3	included	include	VERB
iajs-2483	604	4	in	in	ADP
iajs-2483	604	5	the	the	DET
iajs-2483	604	6	dual	dual	ADJ
iajs-2483	604	7	negotiation	negotiation	NOUN
iajs-2483	604	8	for	for	ADP
iajs-2483	604	9	goods	good	NOUN
iajs-2483	604	10	must	must	AUX
iajs-2483	604	11	include	include	VERB
iajs-2483	604	12	some	some	DET
iajs-2483	604	13	representation	representation	NOUN
iajs-2483	604	14	of	of	ADP
iajs-2483	604	15	users	user	NOUN
iajs-2483	604	16	’	’	PART
iajs-2483	604	17	interests	interest	NOUN
iajs-2483	604	18	.	.	PUNCT
iajs-2483	605	1	the	the	DET
iajs-2483	605	2	agents	agent	NOUN
iajs-2483	605	3	are	be	AUX
iajs-2483	605	4	able	able	ADJ
iajs-2483	605	5	to	to	PART
iajs-2483	605	6	grasp	grasp	VERB
iajs-2483	605	7	and	and	CCONJ
iajs-2483	605	8	clarify	clarify	VERB
iajs-2483	605	9	knowledge	knowledge	NOUN
iajs-2483	605	10	like	like	ADP
iajs-2483	605	11	this	this	PRON
iajs-2483	605	12	.	.	PUNCT
iajs-2483	606	1	the	the	DET
iajs-2483	606	2	proposed	propose	VERB
iajs-2483	606	3	techniques	technique	NOUN
iajs-2483	606	4	have	have	VERB
iajs-2483	606	5	three	three	NUM
iajs-2483	606	6	main	main	ADJ
iajs-2483	606	7	elements	element	NOUN
iajs-2483	606	8	:	:	PUNCT
iajs-2483	606	9	the	the	DET
iajs-2483	606	10	client	client	NOUN
iajs-2483	606	11	,	,	PUNCT
iajs-2483	606	12	the	the	DET
iajs-2483	606	13	provider	provider	NOUN
iajs-2483	606	14	,	,	PUNCT
iajs-2483	606	15	and	and	CCONJ
iajs-2483	606	16	the	the	DET
iajs-2483	606	17	community	community	NOUN
iajs-2483	606	18	.	.	PUNCT
iajs-2483	607	1	it	it	PRON
iajs-2483	607	2	is	be	AUX
iajs-2483	607	3	such	such	DET
iajs-2483	607	4	a	a	DET
iajs-2483	607	5	novel	novel	ADJ
iajs-2483	607	6	model	model	NOUN
iajs-2483	607	7	in	in	ADP
iajs-2483	607	8	which	which	PRON
iajs-2483	607	9	emotions	emotion	NOUN
iajs-2483	607	10	are	be	AUX
iajs-2483	607	11	incorporated	incorporate	VERB
iajs-2483	607	12	into	into	ADP
iajs-2483	607	13	each	each	DET
iajs-2483	607	14	issue	issue	NOUN
iajs-2483	607	15	.	.	PUNCT
iajs-2483	608	1	from	from	ADP
iajs-2483	608	2	consumer	consumer	NOUN
iajs-2483	608	3	knowledge	knowledge	NOUN
iajs-2483	608	4	obtained	obtain	VERB
iajs-2483	608	5	,	,	PUNCT
iajs-2483	608	6	negotiation	negotiation	NOUN
iajs-2483	608	7	to	to	ADP
iajs-2483	608	8	consumer	consumer	NOUN
iajs-2483	608	9	evaluation	evaluation	NOUN
iajs-2483	608	10	,	,	PUNCT
iajs-2483	608	11	and	and	CCONJ
iajs-2483	608	12	provider	provider	NOUN
iajs-2483	608	13	marketing	marketing	NOUN
iajs-2483	608	14	mechanisms	mechanism	NOUN
iajs-2483	608	15	.	.	PUNCT
iajs-2483	609	1	the	the	DET
iajs-2483	609	2	proposed	propose	VERB
iajs-2483	609	3	model	model	NOUN
iajs-2483	609	4	is	be	AUX
iajs-2483	609	5	capable	capable	ADJ
iajs-2483	609	6	of	of	ADP
iajs-2483	609	7	grasping	grasp	VERB
iajs-2483	609	8	the	the	DET
iajs-2483	609	9	reasonable	reasonable	ADJ
iajs-2483	609	10	and	and	CCONJ
iajs-2483	609	11	emotional	emotional	ADJ
iajs-2483	609	12	manners	manner	NOUN
iajs-2483	609	13	,	,	PUNCT
iajs-2483	609	14	it	it	PRON
iajs-2483	609	15	is	be	AUX
iajs-2483	609	16	also	also	ADV
iajs-2483	609	17	capable	capable	ADJ
iajs-2483	609	18	to	to	PART
iajs-2483	609	19	learn	learn	VERB
iajs-2483	609	20	the	the	DET
iajs-2483	609	21	interests	interest	NOUN
iajs-2483	609	22	of	of	ADP
iajs-2483	609	23	consumers	consumer	NOUN
iajs-2483	609	24	.	.	PUNCT
iajs-2483	610	1	it	it	PRON
iajs-2483	610	2	can	can	AUX
iajs-2483	610	3	collect	collect	VERB
iajs-2483	610	4	and	and	CCONJ
iajs-2483	610	5	utilize	utilize	VERB
iajs-2483	610	6	the	the	DET
iajs-2483	610	7	negotiation	negotiation	NOUN
iajs-2483	610	8	operated	operate	VERB
iajs-2483	610	9	in	in	ADP
iajs-2483	610	10	the	the	DET
iajs-2483	610	11	social	social	ADJ
iajs-2483	610	12	opinions	opinion	NOUN
iajs-2483	610	13	,	,	PUNCT
iajs-2483	610	14	which	which	PRON
iajs-2483	610	15	are	be	AUX
iajs-2483	610	16	emotional	emotional	ADJ
iajs-2483	610	17	,	,	PUNCT
iajs-2483	610	18	and	and	CCONJ
iajs-2483	610	19	provide	provide	VERB
iajs-2483	610	20	a	a	DET
iajs-2483	610	21	view	view	NOUN
iajs-2483	610	22	of	of	ADP
iajs-2483	610	23	the	the	DET
iajs-2483	610	24	emotional	emotional	ADJ
iajs-2483	610	25	situation	situation	NOUN
iajs-2483	610	26	to	to	ADP
iajs-2483	610	27	the	the	DET
iajs-2483	610	28	participant	participant	NOUN
iajs-2483	610	29	of	of	ADP
iajs-2483	610	30	negotiation	negotiation	NOUN
iajs-2483	610	31	exhibiting	exhibit	VERB
iajs-2483	610	32	internals	internal	NOUN
iajs-2483	610	33	.	.	PUNCT
iajs-2483	611	1	17	17	NUM
iajs-2483	611	2	.	.	PUNCT
iajs-2483	611	3	image	image	NOUN
iajs-2483	611	4	segmentation	segmentation	NOUN
iajs-2483	611	5	the	the	DET
iajs-2483	611	6	proposed	propose	VERB
iajs-2483	611	7	technique	technique	NOUN
iajs-2483	611	8	in	in	ADP
iajs-2483	611	9	[	[	X
iajs-2483	611	10	28	28	NUM
iajs-2483	611	11	]	]	PUNCT
iajs-2483	611	12	.	.	PUNCT
iajs-2483	611	13	provides	provide	VERB
iajs-2483	611	14	a	a	DET
iajs-2483	611	15	mas	mas	PROPN
iajs-2483	611	16	methodology	methodology	NOUN
iajs-2483	611	17	for	for	ADP
iajs-2483	611	18	segmenting	segment	VERB
iajs-2483	611	19	images	image	NOUN
iajs-2483	611	20	.	.	PUNCT
iajs-2483	612	1	this	this	DET
iajs-2483	612	2	technique	technique	NOUN
iajs-2483	612	3	divides	divide	VERB
iajs-2483	612	4	the	the	DET
iajs-2483	612	5	image	image	NOUN
iajs-2483	612	6	space	space	NOUN
iajs-2483	612	7	into	into	ADP
iajs-2483	612	8	a	a	DET
iajs-2483	612	9	group	group	NOUN
iajs-2483	612	10	of	of	ADP
iajs-2483	612	11	sub	sub	NOUN
iajs-2483	612	12	-	-	NOUN
iajs-2483	612	13	spaces	space	NOUN
iajs-2483	612	14	as	as	ADP
iajs-2483	612	15	parts	part	NOUN
iajs-2483	612	16	of	of	ADP
iajs-2483	612	17	the	the	DET
iajs-2483	612	18	image	image	NOUN
iajs-2483	612	19	such	such	ADJ
iajs-2483	612	20	  	  	SPACE
iajs-2483	612	21	210	210	NUM
iajs-2483	612	22	ibn	ibn	PROPN
iajs-2483	612	23	al	al	PROPN
iajs-2483	612	24	-	-	PUNCT
iajs-2483	612	25	haitham	haitham	PROPN
iajs-2483	612	26	jour	jour	X
iajs-2483	612	27	.	.	PROPN
iajs-2483	613	1	for	for	ADP
iajs-2483	613	2	pure	pure	ADJ
iajs-2483	613	3	&	&	CCONJ
iajs-2483	613	4	appl	appl	PROPN
iajs-2483	613	5	.	.	PUNCT
iajs-2483	614	1	sci	sci	PROPN
iajs-2483	614	2	.	.	PROPN
iajs-2483	615	1	33	33	NUM
iajs-2483	615	2	(	(	PUNCT
iajs-2483	615	3	3	3	NUM
iajs-2483	615	4	)	)	PUNCT
iajs-2483	615	5	2020	2020	NUM
iajs-2483	616	1	that	that	SCONJ
iajs-2483	616	2	,	,	PUNCT
iajs-2483	616	3	numerous	numerous	ADJ
iajs-2483	616	4	agents	agent	NOUN
iajs-2483	616	5	can	can	AUX
iajs-2483	616	6	determine	determine	VERB
iajs-2483	616	7	the	the	DET
iajs-2483	616	8	object	object	NOUN
iajs-2483	616	9	boundaries	boundary	NOUN
iajs-2483	616	10	in	in	ADP
iajs-2483	616	11	order	order	NOUN
iajs-2483	616	12	to	to	PART
iajs-2483	616	13	follow	follow	VERB
iajs-2483	616	14	them	they	PRON
iajs-2483	616	15	.	.	PUNCT
iajs-2483	617	1	the	the	DET
iajs-2483	617	2	detection	detection	NOUN
iajs-2483	617	3	of	of	ADP
iajs-2483	617	4	the	the	DET
iajs-2483	617	5	following	follow	VERB
iajs-2483	617	6	agents	agent	NOUN
iajs-2483	617	7	can	can	AUX
iajs-2483	617	8	adopt	adopt	VERB
iajs-2483	617	9	a	a	DET
iajs-2483	617	10	method	method	NOUN
iajs-2483	617	11	of	of	ADP
iajs-2483	617	12	detection	detection	NOUN
iajs-2483	617	13	and	and	CCONJ
iajs-2483	617	14	keeps	keep	VERB
iajs-2483	617	15	the	the	DET
iajs-2483	617	16	track	track	NOUN
iajs-2483	617	17	of	of	ADP
iajs-2483	617	18	boundaries	boundary	NOUN
iajs-2483	617	19	depending	depend	VERB
iajs-2483	617	20	on	on	ADP
iajs-2483	617	21	the	the	DET
iajs-2483	617	22	regional	regional	ADJ
iajs-2483	617	23	features	feature	NOUN
iajs-2483	617	24	that	that	SCONJ
iajs-2483	617	25	they	they	PRON
iajs-2483	617	26	develop	develop	VERB
iajs-2483	617	27	.	.	PUNCT
iajs-2483	618	1	the	the	DET
iajs-2483	618	2	aggregated	aggregate	VERB
iajs-2483	618	3	information	information	NOUN
iajs-2483	618	4	is	be	AUX
iajs-2483	618	5	sent	send	VERB
iajs-2483	618	6	to	to	ADP
iajs-2483	618	7	the	the	DET
iajs-2483	618	8	supervising	supervise	VERB
iajs-2483	618	9	agents	agent	NOUN
iajs-2483	618	10	which	which	PRON
iajs-2483	618	11	process	process	VERB
iajs-2483	618	12	them	they	PRON
iajs-2483	618	13	with	with	ADP
iajs-2483	618	14	gathering	gather	VERB
iajs-2483	618	15	the	the	DET
iajs-2483	618	16	information	information	NOUN
iajs-2483	618	17	released	release	VERB
iajs-2483	618	18	by	by	ADP
iajs-2483	618	19	detecting	detect	VERB
iajs-2483	618	20	the	the	DET
iajs-2483	618	21	following	follow	VERB
iajs-2483	618	22	agents	agent	NOUN
iajs-2483	618	23	in	in	ADP
iajs-2483	618	24	order	order	NOUN
iajs-2483	618	25	to	to	PART
iajs-2483	618	26	modify	modify	VERB
iajs-2483	618	27	tables	table	NOUN
iajs-2483	618	28	including	include	VERB
iajs-2483	618	29	the	the	DET
iajs-2483	618	30	segmenting	segment	VERB
iajs-2483	618	31	parameters	parameter	NOUN
iajs-2483	618	32	and	and	CCONJ
iajs-2483	618	33	to	to	PART
iajs-2483	618	34	improve	improve	VERB
iajs-2483	618	35	global	global	ADJ
iajs-2483	618	36	management	management	NOUN
iajs-2483	618	37	methods	method	NOUN
iajs-2483	618	38	of	of	ADP
iajs-2483	618	39	detecting	detect	VERB
iajs-2483	618	40	the	the	DET
iajs-2483	618	41	following	follow	VERB
iajs-2483	618	42	agents	agent	NOUN
iajs-2483	618	43	(	(	PUNCT
iajs-2483	618	44	such	such	ADJ
iajs-2483	618	45	as	as	ADP
iajs-2483	618	46	creation	creation	NOUN
iajs-2483	618	47	,	,	PUNCT
iajs-2483	618	48	destroying	destroy	VERB
iajs-2483	618	49	of	of	ADP
iajs-2483	618	50	detecting	detect	VERB
iajs-2483	618	51	-	-	PUNCT
iajs-2483	618	52	following	follow	VERB
iajs-2483	618	53	agents	agent	NOUN
iajs-2483	618	54	)	)	PUNCT
iajs-2483	618	55	.	.	PUNCT
iajs-2483	619	1	the	the	DET
iajs-2483	619	2	supervising	supervise	VERB
iajs-2483	619	3	agent	agent	NOUN
iajs-2483	619	4	exists	exist	VERB
iajs-2483	619	5	at	at	ADP
iajs-2483	619	6	the	the	DET
iajs-2483	619	7	higher	high	ADJ
iajs-2483	619	8	layer	layer	NOUN
iajs-2483	619	9	of	of	ADP
iajs-2483	619	10	the	the	DET
iajs-2483	619	11	system	system	NOUN
iajs-2483	619	12	hierarchy	hierarchy	NOUN
iajs-2483	619	13	.	.	PUNCT
iajs-2483	620	1	the	the	DET
iajs-2483	620	2	proposed	propose	VERB
iajs-2483	620	3	system	system	NOUN
iajs-2483	620	4	is	be	AUX
iajs-2483	620	5	implemented	implement	VERB
iajs-2483	620	6	using	use	VERB
iajs-2483	620	7	the	the	DET
iajs-2483	620	8	madkit	madkit	NOUN
iajs-2483	620	9	framework	framework	NOUN
iajs-2483	620	10	which	which	PRON
iajs-2483	620	11	improves	improve	VERB
iajs-2483	620	12	the	the	DET
iajs-2483	620	13	performance	performance	NOUN
iajs-2483	620	14	and	and	CCONJ
iajs-2483	620	15	makes	make	VERB
iajs-2483	620	16	the	the	DET
iajs-2483	620	17	results	result	NOUN
iajs-2483	620	18	more	more	ADV
iajs-2483	620	19	precise	precise	ADJ
iajs-2483	620	20	because	because	SCONJ
iajs-2483	620	21	of	of	ADP
iajs-2483	620	22	the	the	DET
iajs-2483	620	23	simultaneous	simultaneous	ADJ
iajs-2483	620	24	cooperation	cooperation	NOUN
iajs-2483	620	25	running	run	VERB
iajs-2483	620	26	of	of	ADP
iajs-2483	620	27	tasks	task	NOUN
iajs-2483	620	28	.	.	PUNCT
iajs-2483	621	1	the	the	DET
iajs-2483	621	2	proposed	propose	VERB
iajs-2483	621	3	system	system	NOUN
iajs-2483	621	4	was	be	AUX
iajs-2483	621	5	experimented	experiment	VERB
iajs-2483	621	6	using	use	VERB
iajs-2483	621	7	a	a	DET
iajs-2483	621	8	database	database	NOUN
iajs-2483	621	9	containing	contain	VERB
iajs-2483	621	10	three	three	NUM
iajs-2483	621	11	thousand	thousand	NUM
iajs-2483	621	12	images	image	NOUN
iajs-2483	621	13	which	which	PRON
iajs-2483	621	14	had	have	VERB
iajs-2483	621	15	a	a	DET
iajs-2483	621	16	lot	lot	NOUN
iajs-2483	621	17	of	of	ADP
iajs-2483	621	18	distinctions	distinction	NOUN
iajs-2483	621	19	and	and	CCONJ
iajs-2483	621	20	details	detail	NOUN
iajs-2483	621	21	.	.	PUNCT
iajs-2483	622	1	the	the	DET
iajs-2483	622	2	proposed	propose	VERB
iajs-2483	622	3	system	system	NOUN
iajs-2483	622	4	produces	produce	VERB
iajs-2483	622	5	acceptable	acceptable	ADJ
iajs-2483	622	6	and	and	CCONJ
iajs-2483	622	7	satisfying	satisfy	VERB
iajs-2483	622	8	results	result	NOUN
iajs-2483	622	9	in	in	ADP
iajs-2483	622	10	accuracy	accuracy	NOUN
iajs-2483	622	11	and	and	CCONJ
iajs-2483	622	12	in	in	ADP
iajs-2483	622	13	running	run	VERB
iajs-2483	622	14	time	time	NOUN
iajs-2483	622	15	.	.	PUNCT
iajs-2483	623	1	the	the	DET
iajs-2483	623	2	adequate	adequate	ADJ
iajs-2483	623	3	results	result	NOUN
iajs-2483	623	4	illustrate	illustrate	VERB
iajs-2483	623	5	the	the	DET
iajs-2483	623	6	capability	capability	NOUN
iajs-2483	623	7	of	of	ADP
iajs-2483	623	8	the	the	DET
iajs-2483	623	9	agents	agent	NOUN
iajs-2483	623	10	to	to	PART
iajs-2483	623	11	segment	segment	VERB
iajs-2483	623	12	different	different	ADJ
iajs-2483	623	13	kinds	kind	NOUN
iajs-2483	623	14	of	of	ADP
iajs-2483	623	15	images	image	NOUN
iajs-2483	623	16	.	.	PUNCT
iajs-2483	624	1	the	the	DET
iajs-2483	624	2	proposed	propose	VERB
iajs-2483	624	3	method	method	NOUN
iajs-2483	624	4	enjoys	enjoy	VERB
iajs-2483	624	5	many	many	ADJ
iajs-2483	624	6	benefits	benefit	NOUN
iajs-2483	624	7	regarding	regard	VERB
iajs-2483	624	8	other	other	ADJ
iajs-2483	624	9	approaches	approach	NOUN
iajs-2483	624	10	due	due	ADJ
iajs-2483	624	11	to	to	ADP
iajs-2483	624	12	selecting	select	VERB
iajs-2483	624	13	the	the	DET
iajs-2483	624	14	detection	detection	NOUN
iajs-2483	624	15	method	method	NOUN
iajs-2483	624	16	by	by	ADP
iajs-2483	624	17	detecting	detect	VERB
iajs-2483	624	18	the	the	DET
iajs-2483	624	19	following	follow	VERB
iajs-2483	624	20	agents	agent	NOUN
iajs-2483	624	21	’	'	PUNCT
iajs-2483	624	22	properties	property	NOUN
iajs-2483	624	23	of	of	ADP
iajs-2483	624	24	their	their	PRON
iajs-2483	624	25	regions	region	NOUN
iajs-2483	624	26	in	in	ADP
iajs-2483	624	27	such	such	DET
iajs-2483	624	28	a	a	DET
iajs-2483	624	29	way	way	NOUN
iajs-2483	624	30	that	that	PRON
iajs-2483	624	31	each	each	DET
iajs-2483	624	32	agent	agent	NOUN
iajs-2483	624	33	selects	select	VERB
iajs-2483	624	34	the	the	DET
iajs-2483	624	35	determining	determine	VERB
iajs-2483	624	36	method	method	NOUN
iajs-2483	624	37	in	in	ADP
iajs-2483	624	38	accordance	accordance	NOUN
iajs-2483	624	39	with	with	ADP
iajs-2483	624	40	the	the	DET
iajs-2483	624	41	properties	property	NOUN
iajs-2483	624	42	of	of	ADP
iajs-2483	624	43	its	its	PRON
iajs-2483	624	44	zone	zone	NOUN
iajs-2483	624	45	.	.	PUNCT
iajs-2483	625	1	today	today	NOUN
iajs-2483	625	2	,	,	PUNCT
iajs-2483	625	3	image	image	NOUN
iajs-2483	625	4	segmentation	segmentation	NOUN
iajs-2483	625	5	approaches	approach	NOUN
iajs-2483	625	6	are	be	AUX
iajs-2483	625	7	important	important	ADJ
iajs-2483	625	8	processes	process	NOUN
iajs-2483	625	9	in	in	ADP
iajs-2483	625	10	different	different	ADJ
iajs-2483	625	11	fields	field	NOUN
iajs-2483	625	12	.	.	PUNCT
iajs-2483	626	1	image	image	NOUN
iajs-2483	626	2	segmentation	segmentation	NOUN
iajs-2483	626	3	can	can	AUX
iajs-2483	626	4	be	be	AUX
iajs-2483	626	5	considered	consider	VERB
iajs-2483	626	6	as	as	ADP
iajs-2483	626	7	an	an	DET
iajs-2483	626	8	arguable	arguable	ADJ
iajs-2483	626	9	problem	problem	NOUN
iajs-2483	626	10	because	because	SCONJ
iajs-2483	626	11	of	of	ADP
iajs-2483	626	12	many	many	ADJ
iajs-2483	626	13	aspects	aspect	NOUN
iajs-2483	626	14	.	.	PUNCT
iajs-2483	627	1	first	first	ADV
iajs-2483	627	2	of	of	ADP
iajs-2483	627	3	all	all	PRON
iajs-2483	627	4	,	,	PUNCT
iajs-2483	627	5	image	image	NOUN
iajs-2483	627	6	segmentation	segmentation	NOUN
iajs-2483	627	7	methods	method	NOUN
iajs-2483	627	8	are	be	AUX
iajs-2483	627	9	dependent	dependent	ADJ
iajs-2483	627	10	on	on	ADP
iajs-2483	627	11	the	the	DET
iajs-2483	627	12	problem	problem	NOUN
iajs-2483	627	13	.	.	PUNCT
iajs-2483	628	1	secondly	secondly	ADV
iajs-2483	628	2	,	,	PUNCT
iajs-2483	628	3	segmentation	segmentation	NOUN
iajs-2483	628	4	techniques	technique	NOUN
iajs-2483	628	5	on	on	ADP
iajs-2483	628	6	medical	medical	ADJ
iajs-2483	628	7	images	image	NOUN
iajs-2483	628	8	have	have	VERB
iajs-2483	628	9	constraints	constraint	NOUN
iajs-2483	628	10	and	and	CCONJ
iajs-2483	628	11	limitations	limitation	NOUN
iajs-2483	628	12	because	because	SCONJ
iajs-2483	628	13	similar	similar	ADJ
iajs-2483	628	14	images	image	NOUN
iajs-2483	628	15	enjoy	enjoy	VERB
iajs-2483	628	16	similar	similar	ADJ
iajs-2483	628	17	nature	nature	NOUN
iajs-2483	628	18	and	and	CCONJ
iajs-2483	628	19	patterns	pattern	NOUN
iajs-2483	628	20	between	between	ADP
iajs-2483	628	21	objects	object	NOUN
iajs-2483	628	22	.	.	PUNCT
iajs-2483	629	1	in	in	ADP
iajs-2483	629	2	[	[	X
iajs-2483	629	3	29	29	NUM
iajs-2483	629	4	]	]	PUNCT
iajs-2483	629	5	.	.	PUNCT
iajs-2483	630	1	a	a	DET
iajs-2483	630	2	paradigm	paradigm	NOUN
iajs-2483	630	3	for	for	ADP
iajs-2483	630	4	extracting	extract	VERB
iajs-2483	630	5	concurrently	concurrently	ADV
iajs-2483	630	6	numerous	numerous	ADJ
iajs-2483	630	7	objects	object	NOUN
iajs-2483	630	8	from	from	ADP
iajs-2483	630	9	ct	ct	NUM
iajs-2483	630	10	images	image	NOUN
iajs-2483	630	11	uses	use	VERB
iajs-2483	630	12	previous	previous	ADJ
iajs-2483	630	13	or	or	CCONJ
iajs-2483	630	14	known	know	VERB
iajs-2483	630	15	knowledge	knowledge	NOUN
iajs-2483	630	16	.	.	PUNCT
iajs-2483	631	1	the	the	DET
iajs-2483	631	2	local	local	ADJ
iajs-2483	631	3	agent	agent	NOUN
iajs-2483	631	4	labels	label	VERB
iajs-2483	631	5	the	the	DET
iajs-2483	631	6	sub	sub	NOUN
iajs-2483	631	7	-	-	NOUN
iajs-2483	631	8	image	image	NOUN
iajs-2483	631	9	.	.	PUNCT
iajs-2483	632	1	the	the	DET
iajs-2483	632	2	moderator	moderator	NOUN
iajs-2483	632	3	agent	agent	NOUN
iajs-2483	632	4	examines	examine	VERB
iajs-2483	632	5	the	the	DET
iajs-2483	632	6	results	result	NOUN
iajs-2483	632	7	of	of	ADP
iajs-2483	632	8	agents	agent	NOUN
iajs-2483	632	9	'	'	PART
iajs-2483	632	10	work	work	NOUN
iajs-2483	632	11	to	to	PART
iajs-2483	632	12	generate	generate	VERB
iajs-2483	632	13	the	the	DET
iajs-2483	632	14	final	final	ADJ
iajs-2483	632	15	image	image	NOUN
iajs-2483	632	16	that	that	PRON
iajs-2483	632	17	is	be	AUX
iajs-2483	632	18	segmented	segment	VERB
iajs-2483	632	19	.	.	PUNCT
iajs-2483	633	1	the	the	DET
iajs-2483	633	2	experiments	experiment	NOUN
iajs-2483	633	3	of	of	ADP
iajs-2483	633	4	ct	ct	NUM
iajs-2483	633	5	images	image	NOUN
iajs-2483	633	6	show	show	VERB
iajs-2483	633	7	segmentation	segmentation	NOUN
iajs-2483	633	8	precision	precision	NOUN
iajs-2483	633	9	results	result	NOUN
iajs-2483	633	10	of	of	ADP
iajs-2483	633	11	91	91	NUM
iajs-2483	633	12	%	%	NOUN
iajs-2483	633	13	and	and	CCONJ
iajs-2483	633	14	the	the	DET
iajs-2483	633	15	effectiveness	effectiveness	NOUN
iajs-2483	633	16	of	of	ADP
iajs-2483	633	17	7	7	NUM
iajs-2483	633	18	seconds	second	NOUN
iajs-2483	633	19	.	.	PUNCT
iajs-2483	634	1	the	the	DET
iajs-2483	634	2	proposed	propose	VERB
iajs-2483	634	3	technique	technique	NOUN
iajs-2483	634	4	is	be	AUX
iajs-2483	634	5	based	base	VERB
iajs-2483	634	6	on	on	ADP
iajs-2483	634	7	mas	mas	PROPN
iajs-2483	634	8	such	such	ADJ
iajs-2483	634	9	that	that	SCONJ
iajs-2483	634	10	each	each	DET
iajs-2483	634	11	agent	agent	NOUN
iajs-2483	634	12	is	be	AUX
iajs-2483	634	13	identified	identify	VERB
iajs-2483	634	14	with	with	ADP
iajs-2483	634	15	some	some	DET
iajs-2483	634	16	characteristics	characteristic	NOUN
iajs-2483	634	17	to	to	PART
iajs-2483	634	18	achieve	achieve	VERB
iajs-2483	634	19	the	the	DET
iajs-2483	634	20	segmentation	segmentation	NOUN
iajs-2483	634	21	process	process	NOUN
iajs-2483	634	22	and	and	CCONJ
iajs-2483	634	23	segment	segment	NOUN
iajs-2483	634	24	images	image	NOUN
iajs-2483	634	25	are	be	AUX
iajs-2483	634	26	very	very	ADV
iajs-2483	634	27	complex	complex	ADJ
iajs-2483	634	28	in	in	ADP
iajs-2483	634	29	nature	nature	NOUN
iajs-2483	634	30	.	.	PUNCT
iajs-2483	635	1	the	the	DET
iajs-2483	635	2	agent	agent	NOUN
iajs-2483	635	3	tries	try	VERB
iajs-2483	635	4	to	to	PART
iajs-2483	635	5	discover	discover	VERB
iajs-2483	635	6	a	a	DET
iajs-2483	635	7	suitable	suitable	ADJ
iajs-2483	635	8	mark	mark	NOUN
iajs-2483	635	9	for	for	ADP
iajs-2483	635	10	every	every	DET
iajs-2483	635	11	pixel	pixel	NOUN
iajs-2483	635	12	in	in	ADP
iajs-2483	635	13	the	the	DET
iajs-2483	635	14	image	image	NOUN
iajs-2483	635	15	.	.	PUNCT
iajs-2483	636	1	the	the	DET
iajs-2483	636	2	moderator	moderator	NOUN
iajs-2483	636	3	agent	agent	NOUN
iajs-2483	636	4	creates	create	VERB
iajs-2483	636	5	several	several	ADJ
iajs-2483	636	6	images	image	NOUN
iajs-2483	636	7	inside	inside	ADP
iajs-2483	636	8	the	the	DET
iajs-2483	636	9	image	image	NOUN
iajs-2483	636	10	.	.	PUNCT
iajs-2483	637	1	the	the	DET
iajs-2483	637	2	image	image	NOUN
iajs-2483	637	3	is	be	AUX
iajs-2483	637	4	partitioned	partition	VERB
iajs-2483	637	5	to	to	ADP
iajs-2483	637	6	many	many	ADJ
iajs-2483	637	7	sub	sub	NOUN
iajs-2483	637	8	-	-	NOUN
iajs-2483	637	9	images	image	NOUN
iajs-2483	637	10	,	,	PUNCT
iajs-2483	637	11	in	in	ADP
iajs-2483	637	12	such	such	DET
iajs-2483	637	13	a	a	DET
iajs-2483	637	14	way	way	NOUN
iajs-2483	637	15	that	that	PRON
iajs-2483	637	16	every	every	DET
iajs-2483	637	17	agent	agent	NOUN
iajs-2483	637	18	works	work	VERB
iajs-2483	637	19	on	on	ADP
iajs-2483	637	20	a	a	DET
iajs-2483	637	21	sub	sub	NOUN
iajs-2483	637	22	-	-	NOUN
iajs-2483	637	23	image	image	NOUN
iajs-2483	637	24	and	and	CCONJ
iajs-2483	637	25	labels	label	NOUN
iajs-2483	637	26	every	every	DET
iajs-2483	637	27	pixel	pixel	NOUN
iajs-2483	637	28	using	use	VERB
iajs-2483	637	29	given	give	VERB
iajs-2483	637	30	knowledge	knowledge	NOUN
iajs-2483	637	31	.	.	PUNCT
iajs-2483	638	1	the	the	DET
iajs-2483	638	2	local	local	ADJ
iajs-2483	638	3	agent	agent	NOUN
iajs-2483	638	4	labels	label	VERB
iajs-2483	638	5	every	every	DET
iajs-2483	638	6	pixel	pixel	NOUN
iajs-2483	638	7	in	in	ADP
iajs-2483	638	8	the	the	DET
iajs-2483	638	9	sub	sub	NOUN
iajs-2483	638	10	-	-	NOUN
iajs-2483	638	11	image	image	NOUN
iajs-2483	638	12	.	.	PUNCT
iajs-2483	639	1	in	in	ADP
iajs-2483	639	2	the	the	DET
iajs-2483	639	3	last	last	ADJ
iajs-2483	639	4	,	,	PUNCT
iajs-2483	639	5	the	the	DET
iajs-2483	639	6	moderator	moderator	NOUN
iajs-2483	639	7	examines	examine	VERB
iajs-2483	639	8	the	the	DET
iajs-2483	639	9	result	result	NOUN
iajs-2483	639	10	of	of	ADP
iajs-2483	639	11	agents	agent	NOUN
iajs-2483	639	12	to	to	PART
iajs-2483	639	13	provide	provide	VERB
iajs-2483	639	14	the	the	DET
iajs-2483	639	15	last	last	ADJ
iajs-2483	639	16	segmented	segment	VERB
iajs-2483	639	17	image	image	NOUN
iajs-2483	639	18	.	.	PUNCT
iajs-2483	640	1	the	the	DET
iajs-2483	640	2	proposed	propose	VERB
iajs-2483	640	3	system	system	NOUN
iajs-2483	640	4	can	can	AUX
iajs-2483	640	5	work	work	VERB
iajs-2483	640	6	automatically	automatically	ADV
iajs-2483	640	7	;	;	PUNCT
iajs-2483	640	8	it	it	PRON
iajs-2483	640	9	can	can	AUX
iajs-2483	640	10	work	work	VERB
iajs-2483	640	11	without	without	ADP
iajs-2483	640	12	intervention	intervention	NOUN
iajs-2483	640	13	from	from	ADP
iajs-2483	640	14	the	the	DET
iajs-2483	640	15	user	user	NOUN
iajs-2483	640	16	in	in	ADP
iajs-2483	640	17	the	the	DET
iajs-2483	640	18	segmentation	segmentation	NOUN
iajs-2483	640	19	process	process	NOUN
iajs-2483	640	20	.	.	PUNCT
iajs-2483	641	1	the	the	DET
iajs-2483	641	2	benefit	benefit	NOUN
iajs-2483	641	3	of	of	ADP
iajs-2483	641	4	the	the	DET
iajs-2483	641	5	proposed	propose	VERB
iajs-2483	641	6	approach	approach	NOUN
iajs-2483	641	7	is	be	AUX
iajs-2483	641	8	to	to	PART
iajs-2483	641	9	segment	segment	VERB
iajs-2483	641	10	the	the	DET
iajs-2483	641	11	image	image	NOUN
iajs-2483	641	12	into	into	ADP
iajs-2483	641	13	several	several	ADJ
iajs-2483	641	14	zones	zone	NOUN
iajs-2483	641	15	in	in	ADP
iajs-2483	641	16	parallel	parallel	NOUN
iajs-2483	641	17	.	.	PUNCT
iajs-2483	642	1	this	this	PRON
iajs-2483	642	2	means	mean	VERB
iajs-2483	642	3	that	that	SCONJ
iajs-2483	642	4	there	there	PRON
iajs-2483	642	5	are	be	VERB
iajs-2483	642	6	several	several	ADJ
iajs-2483	642	7	zones	zone	NOUN
iajs-2483	642	8	such	such	ADJ
iajs-2483	642	9	that	that	SCONJ
iajs-2483	642	10	the	the	DET
iajs-2483	642	11	properties	property	NOUN
iajs-2483	642	12	of	of	ADP
iajs-2483	642	13	each	each	DET
iajs-2483	642	14	zone	zone	NOUN
iajs-2483	642	15	are	be	AUX
iajs-2483	642	16	different	different	ADJ
iajs-2483	642	17	.	.	PUNCT
iajs-2483	643	1	this	this	DET
iajs-2483	643	2	technique	technique	NOUN
iajs-2483	643	3	is	be	AUX
iajs-2483	643	4	fast	fast	ADV
iajs-2483	643	5	regarding	regard	VERB
iajs-2483	643	6	other	other	ADJ
iajs-2483	643	7	methods	method	NOUN
iajs-2483	643	8	with	with	ADP
iajs-2483	643	9	the	the	DET
iajs-2483	643	10	following	follow	VERB
iajs-2483	643	11	results	result	NOUN
iajs-2483	643	12	:	:	PUNCT
iajs-2483	643	13	1	1	X
iajs-2483	643	14	.	.	PUNCT
iajs-2483	644	1	the	the	DET
iajs-2483	644	2	system	system	NOUN
iajs-2483	644	3	provides	provide	VERB
iajs-2483	644	4	good	good	ADJ
iajs-2483	644	5	results	result	NOUN
iajs-2483	644	6	in	in	ADP
iajs-2483	644	7	the	the	DET
iajs-2483	644	8	precision	precision	NOUN
iajs-2483	644	9	of	of	ADP
iajs-2483	644	10	segmentation	segmentation	NOUN
iajs-2483	644	11	;	;	PUNCT
iajs-2483	644	12	the	the	DET
iajs-2483	644	13	average	average	ADJ
iajs-2483	644	14	precision	precision	NOUN
iajs-2483	644	15	is	be	AUX
iajs-2483	644	16	91	91	NUM
iajs-2483	644	17	%	%	NOUN
iajs-2483	644	18	for	for	ADP
iajs-2483	644	19	every	every	DET
iajs-2483	644	20	zone	zone	NOUN
iajs-2483	644	21	in	in	ADP
iajs-2483	644	22	the	the	DET
iajs-2483	644	23	image	image	NOUN
iajs-2483	644	24	.	.	PUNCT
iajs-2483	645	1	2	2	X
iajs-2483	645	2	.	.	X
iajs-2483	645	3	the	the	DET
iajs-2483	645	4	system	system	NOUN
iajs-2483	645	5	achieves	achieve	VERB
iajs-2483	645	6	satisfying	satisfy	VERB
iajs-2483	645	7	outcomes	outcome	NOUN
iajs-2483	645	8	in	in	ADP
iajs-2483	645	9	execution	execution	NOUN
iajs-2483	645	10	time	time	NOUN
iajs-2483	645	11	;	;	PUNCT
iajs-2483	645	12	the	the	DET
iajs-2483	645	13	average	average	ADJ
iajs-2483	645	14	execution	execution	NOUN
iajs-2483	645	15	time	time	NOUN
iajs-2483	645	16	is	be	AUX
iajs-2483	645	17	about	about	ADV
iajs-2483	645	18	8	8	NUM
iajs-2483	645	19	seconds	second	NOUN
iajs-2483	645	20	.	.	PUNCT
iajs-2483	646	1	3	3	X
iajs-2483	646	2	.	.	X
iajs-2483	646	3	the	the	DET
iajs-2483	646	4	ability	ability	NOUN
iajs-2483	646	5	of	of	ADP
iajs-2483	646	6	the	the	DET
iajs-2483	646	7	system	system	NOUN
iajs-2483	646	8	to	to	PART
iajs-2483	646	9	perform	perform	VERB
iajs-2483	646	10	segmentation	segmentation	NOUN
iajs-2483	646	11	on	on	ADP
iajs-2483	646	12	an	an	DET
iajs-2483	646	13	image	image	NOUN
iajs-2483	646	14	into	into	ADP
iajs-2483	646	15	a	a	DET
iajs-2483	646	16	distinctive	distinctive	ADJ
iajs-2483	646	17	zone	zone	NOUN
iajs-2483	646	18	concurrently	concurrently	ADV
iajs-2483	646	19	.	.	PUNCT
iajs-2483	646	20	  	  	SPACE
iajs-2483	646	21	211	211	NUM
iajs-2483	646	22	ibn	ibn	PROPN
iajs-2483	646	23	al	al	PROPN
iajs-2483	646	24	-	-	PUNCT
iajs-2483	646	25	haitham	haitham	PROPN
iajs-2483	646	26	jour	jour	X
iajs-2483	646	27	.	.	PROPN
iajs-2483	647	1	for	for	ADP
iajs-2483	647	2	pure	pure	ADJ
iajs-2483	647	3	&	&	CCONJ
iajs-2483	647	4	appl	appl	PROPN
iajs-2483	647	5	.	.	PUNCT
iajs-2483	648	1	sci	sci	PROPN
iajs-2483	648	2	.	.	PROPN
iajs-2483	649	1	33	33	NUM
iajs-2483	649	2	(	(	PUNCT
iajs-2483	649	3	3	3	NUM
iajs-2483	649	4	)	)	PUNCT
iajs-2483	649	5	2020	2020	NUM
iajs-2483	649	6	18	18	NUM
iajs-2483	649	7	.	.	PUNCT
iajs-2483	650	1	computer	computer	NOUN
iajs-2483	650	2	networks	network	NOUN
iajs-2483	650	3	gustavo	gustavo	VERB
iajs-2483	650	4	isaza	isaza	PROPN
iajs-2483	650	5	et	et	PROPN
iajs-2483	650	6	al	al	PROPN
iajs-2483	650	7	propose	propose	VERB
iajs-2483	650	8	in	in	ADP
iajs-2483	650	9	[	[	X
iajs-2483	650	10	30	30	NUM
iajs-2483	650	11	]	]	PUNCT
iajs-2483	650	12	.	.	PUNCT
iajs-2483	651	1	a	a	DET
iajs-2483	651	2	mas	mas	PROPN
iajs-2483	651	3	for	for	ADP
iajs-2483	651	4	managing	manage	VERB
iajs-2483	651	5	the	the	DET
iajs-2483	651	6	network	network	NOUN
iajs-2483	651	7	.	.	PUNCT
iajs-2483	652	1	the	the	DET
iajs-2483	652	2	proposed	propose	VERB
iajs-2483	652	3	model	model	NOUN
iajs-2483	652	4	defines	define	VERB
iajs-2483	652	5	agents	agent	NOUN
iajs-2483	652	6	’	'	PUNCT
iajs-2483	652	7	interaction	interaction	NOUN
iajs-2483	652	8	to	to	PART
iajs-2483	652	9	perform	perform	VERB
iajs-2483	652	10	the	the	DET
iajs-2483	652	11	goals	goal	NOUN
iajs-2483	652	12	and	and	CCONJ
iajs-2483	652	13	needs	need	NOUN
iajs-2483	652	14	of	of	ADP
iajs-2483	652	15	the	the	DET
iajs-2483	652	16	mas	mas	PROPN
iajs-2483	652	17	architecture	architecture	NOUN
iajs-2483	652	18	.	.	PUNCT
iajs-2483	653	1	the	the	DET
iajs-2483	653	2	agents	agent	NOUN
iajs-2483	653	3	have	have	VERB
iajs-2483	653	4	the	the	DET
iajs-2483	653	5	characteristic	characteristic	NOUN
iajs-2483	653	6	of	of	ADP
iajs-2483	653	7	adaptation	adaptation	NOUN
iajs-2483	653	8	,	,	PUNCT
iajs-2483	653	9	obtaining	obtain	VERB
iajs-2483	653	10	knowledge	knowledge	NOUN
iajs-2483	653	11	in	in	ADP
iajs-2483	653	12	order	order	NOUN
iajs-2483	653	13	to	to	PART
iajs-2483	653	14	perform	perform	VERB
iajs-2483	653	15	decision	decision	NOUN
iajs-2483	653	16	making	making	NOUN
iajs-2483	653	17	in	in	ADP
iajs-2483	653	18	accordance	accordance	NOUN
iajs-2483	653	19	with	with	ADP
iajs-2483	653	20	the	the	DET
iajs-2483	653	21	actual	actual	ADJ
iajs-2483	653	22	network	network	NOUN
iajs-2483	653	23	situation	situation	NOUN
iajs-2483	653	24	that	that	PRON
iajs-2483	653	25	is	be	AUX
iajs-2483	653	26	expressed	express	VERB
iajs-2483	653	27	in	in	ADP
iajs-2483	653	28	the	the	DET
iajs-2483	653	29	snmp	snmp	PROPN
iajs-2483	653	30	equipment	equipment	NOUN
iajs-2483	653	31	.	.	PUNCT
iajs-2483	654	1	the	the	DET
iajs-2483	654	2	optimal	optimal	ADJ
iajs-2483	654	3	situation	situation	NOUN
iajs-2483	654	4	of	of	ADP
iajs-2483	654	5	the	the	DET
iajs-2483	654	6	network	network	NOUN
iajs-2483	654	7	is	be	AUX
iajs-2483	654	8	identified	identify	VERB
iajs-2483	654	9	by	by	ADP
iajs-2483	654	10	the	the	DET
iajs-2483	654	11	user	user	NOUN
iajs-2483	654	12	entered	enter	VERB
iajs-2483	654	13	,	,	PUNCT
iajs-2483	654	14	which	which	PRON
iajs-2483	654	15	includes	include	VERB
iajs-2483	654	16	functionality	functionality	NOUN
iajs-2483	654	17	values	value	NOUN
iajs-2483	654	18	and	and	CCONJ
iajs-2483	654	19	other	other	ADJ
iajs-2483	654	20	parameters	parameter	NOUN
iajs-2483	654	21	.	.	PUNCT
iajs-2483	655	1	the	the	DET
iajs-2483	655	2	architecture	architecture	NOUN
iajs-2483	655	3	of	of	ADP
iajs-2483	655	4	agents	agent	NOUN
iajs-2483	655	5	maximizes	maximize	VERB
iajs-2483	655	6	the	the	DET
iajs-2483	655	7	cooperation	cooperation	NOUN
iajs-2483	655	8	,	,	PUNCT
iajs-2483	655	9	autonomy	autonomy	NOUN
iajs-2483	655	10	and	and	CCONJ
iajs-2483	655	11	powerful	powerful	ADJ
iajs-2483	655	12	work	work	NOUN
iajs-2483	655	13	in	in	ADP
iajs-2483	655	14	heterogeneous	heterogeneous	ADJ
iajs-2483	655	15	frameworks	framework	NOUN
iajs-2483	655	16	innetwork	innetwork	VERB
iajs-2483	655	17	supervising	supervise	VERB
iajs-2483	655	18	.	.	PUNCT
iajs-2483	656	1	the	the	DET
iajs-2483	656	2	proposed	propose	VERB
iajs-2483	656	3	technique	technique	NOUN
iajs-2483	656	4	introduces	introduce	NOUN
iajs-2483	656	5	mas	mas	PROPN
iajs-2483	656	6	for	for	ADP
iajs-2483	656	7	managing	manage	VERB
iajs-2483	656	8	network	network	NOUN
iajs-2483	656	9	,	,	PUNCT
iajs-2483	656	10	which	which	PRON
iajs-2483	656	11	utilizes	utilize	VERB
iajs-2483	656	12	four	four	NUM
iajs-2483	656	13	agents	agent	NOUN
iajs-2483	656	14	that	that	PRON
iajs-2483	656	15	achieve	achieve	VERB
iajs-2483	656	16	certain	certain	ADJ
iajs-2483	656	17	activities	activity	NOUN
iajs-2483	656	18	and	and	CCONJ
iajs-2483	656	19	communicate	communicate	VERB
iajs-2483	656	20	with	with	ADP
iajs-2483	656	21	each	each	DET
iajs-2483	656	22	other	other	ADJ
iajs-2483	656	23	through	through	ADP
iajs-2483	656	24	messages	message	NOUN
iajs-2483	656	25	.	.	PUNCT
iajs-2483	657	1	the	the	DET
iajs-2483	657	2	messages	message	NOUN
iajs-2483	657	3	have	have	VERB
iajs-2483	657	4	conceptualization	conceptualization	NOUN
iajs-2483	657	5	with	with	ADP
iajs-2483	657	6	certain	certain	ADJ
iajs-2483	657	7	domain	domain	NOUN
iajs-2483	657	8	ontology	ontology	NOUN
iajs-2483	657	9	.	.	PUNCT
iajs-2483	658	1	the	the	DET
iajs-2483	658	2	agents	agent	NOUN
iajs-2483	658	3	get	get	VERB
iajs-2483	658	4	information	information	NOUN
iajs-2483	658	5	from	from	ADP
iajs-2483	658	6	the	the	DET
iajs-2483	658	7	devices	device	NOUN
iajs-2483	658	8	and	and	CCONJ
iajs-2483	658	9	equipment	equipment	NOUN
iajs-2483	658	10	of	of	ADP
iajs-2483	658	11	the	the	DET
iajs-2483	658	12	network	network	NOUN
iajs-2483	658	13	by	by	ADP
iajs-2483	658	14	using	use	VERB
iajs-2483	658	15	snmp	snmp	NOUN
iajs-2483	658	16	,	,	PUNCT
iajs-2483	658	17	check	check	VERB
iajs-2483	658	18	it	it	PRON
iajs-2483	658	19	and	and	CCONJ
iajs-2483	658	20	identify	identify	VERB
iajs-2483	658	21	possible	possible	ADJ
iajs-2483	658	22	anomalies	anomaly	NOUN
iajs-2483	658	23	that	that	PRON
iajs-2483	658	24	are	be	AUX
iajs-2483	658	25	discovered	discover	VERB
iajs-2483	658	26	.	.	PUNCT
iajs-2483	659	1	when	when	SCONJ
iajs-2483	659	2	the	the	DET
iajs-2483	659	3	agents	agent	NOUN
iajs-2483	659	4	found	find	VERB
iajs-2483	659	5	such	such	ADJ
iajs-2483	659	6	anomalies	anomaly	NOUN
iajs-2483	659	7	,	,	PUNCT
iajs-2483	659	8	the	the	DET
iajs-2483	659	9	proposed	propose	VERB
iajs-2483	659	10	system	system	NOUN
iajs-2483	659	11	alert	alert	NOUN
iajs-2483	659	12	uses	use	VERB
iajs-2483	659	13	warnings	warning	NOUN
iajs-2483	659	14	or	or	CCONJ
iajs-2483	659	15	alarms	alarm	NOUN
iajs-2483	659	16	to	to	ADP
iajs-2483	659	17	the	the	DET
iajs-2483	659	18	managers	manager	NOUN
iajs-2483	659	19	in	in	ADP
iajs-2483	659	20	order	order	NOUN
iajs-2483	659	21	to	to	PART
iajs-2483	659	22	respond	respond	VERB
iajs-2483	659	23	appropriately	appropriately	ADV
iajs-2483	659	24	.	.	PUNCT
iajs-2483	660	1	the	the	DET
iajs-2483	660	2	mas	mas	PROPN
iajs-2483	660	3	allows	allow	VERB
iajs-2483	660	4	forming	form	VERB
iajs-2483	660	5	and	and	CCONJ
iajs-2483	660	6	constructing	construct	VERB
iajs-2483	660	7	the	the	DET
iajs-2483	660	8	environment	environment	NOUN
iajs-2483	660	9	for	for	SCONJ
iajs-2483	660	10	network	network	NOUN
iajs-2483	660	11	management	management	NOUN
iajs-2483	660	12	to	to	PART
iajs-2483	660	13	be	be	AUX
iajs-2483	660	14	autonomous	autonomous	ADJ
iajs-2483	660	15	,	,	PUNCT
iajs-2483	660	16	adaptive	adaptive	ADJ
iajs-2483	660	17	and	and	CCONJ
iajs-2483	660	18	transmitting	transmit	VERB
iajs-2483	660	19	conditions	condition	NOUN
iajs-2483	660	20	of	of	ADP
iajs-2483	660	21	the	the	DET
iajs-2483	660	22	environment	environment	NOUN
iajs-2483	660	23	where	where	SCONJ
iajs-2483	660	24	the	the	DET
iajs-2483	660	25	agents	agent	NOUN
iajs-2483	660	26	run	run	VERB
iajs-2483	660	27	with	with	ADP
iajs-2483	660	28	minimum	minimum	NOUN
iajs-2483	660	29	intervention	intervention	NOUN
iajs-2483	660	30	of	of	ADP
iajs-2483	660	31	the	the	DET
iajs-2483	660	32	user	user	NOUN
iajs-2483	660	33	.	.	PUNCT
iajs-2483	661	1	in	in	ADP
iajs-2483	661	2	accordance	accordance	NOUN
iajs-2483	661	3	with	with	ADP
iajs-2483	661	4	the	the	DET
iajs-2483	661	5	policies	policy	NOUN
iajs-2483	661	6	restrictions	restriction	NOUN
iajs-2483	661	7	and	and	CCONJ
iajs-2483	661	8	thresholds	threshold	NOUN
iajs-2483	661	9	,	,	PUNCT
iajs-2483	661	10	the	the	DET
iajs-2483	661	11	running	running	NOUN
iajs-2483	661	12	of	of	ADP
iajs-2483	661	13	the	the	DET
iajs-2483	661	14	proposed	propose	VERB
iajs-2483	661	15	system	system	NOUN
iajs-2483	661	16	gives	give	VERB
iajs-2483	661	17	expected	expect	VERB
iajs-2483	661	18	results	result	NOUN
iajs-2483	661	19	.	.	PUNCT
iajs-2483	662	1	the	the	DET
iajs-2483	662	2	impact	impact	NOUN
iajs-2483	662	3	of	of	ADP
iajs-2483	662	4	mas	mas	ADJ
iajs-2483	662	5	execution	execution	NOUN
iajs-2483	662	6	in	in	ADP
iajs-2483	662	7	order	order	NOUN
iajs-2483	662	8	to	to	PART
iajs-2483	662	9	monitor	monitor	VERB
iajs-2483	662	10	and	and	CCONJ
iajs-2483	662	11	manage	manage	VERB
iajs-2483	662	12	the	the	DET
iajs-2483	662	13	network	network	NOUN
iajs-2483	662	14	can	can	AUX
iajs-2483	662	15	be	be	AUX
iajs-2483	662	16	detected	detect	VERB
iajs-2483	662	17	if	if	SCONJ
iajs-2483	662	18	the	the	DET
iajs-2483	662	19	position	position	NOUN
iajs-2483	662	20	policy	policy	NOUN
iajs-2483	662	21	is	be	AUX
iajs-2483	662	22	crushed	crush	VERB
iajs-2483	662	23	.	.	PUNCT
iajs-2483	663	1	the	the	DET
iajs-2483	663	2	agents	agent	NOUN
iajs-2483	663	3	’	'	PUNCT
iajs-2483	663	4	detection	detection	NOUN
iajs-2483	663	5	and	and	CCONJ
iajs-2483	663	6	behavior	behavior	NOUN
iajs-2483	663	7	of	of	ADP
iajs-2483	663	8	using	use	VERB
iajs-2483	663	9	message	message	NOUN
iajs-2483	663	10	passing	pass	VERB
iajs-2483	663	11	permit	permit	NOUN
iajs-2483	663	12	to	to	PART
iajs-2483	663	13	perform	perform	VERB
iajs-2483	663	14	a	a	DET
iajs-2483	663	15	scan	scan	NOUN
iajs-2483	663	16	to	to	ADP
iajs-2483	663	17	the	the	DET
iajs-2483	663	18	network	network	NOUN
iajs-2483	663	19	;	;	PUNCT
iajs-2483	663	20	later	later	ADV
iajs-2483	663	21	,	,	PUNCT
iajs-2483	663	22	the	the	DET
iajs-2483	663	23	manager	manager	NOUN
iajs-2483	663	24	agent	agent	NOUN
iajs-2483	663	25	produces	produce	VERB
iajs-2483	663	26	an	an	DET
iajs-2483	663	27	alert	alert	NOUN
iajs-2483	663	28	that	that	PRON
iajs-2483	663	29	is	be	AUX
iajs-2483	663	30	saved	save	VERB
iajs-2483	663	31	and	and	CCONJ
iajs-2483	663	32	transmitted	transmit	VERB
iajs-2483	663	33	to	to	ADP
iajs-2483	663	34	the	the	DET
iajs-2483	663	35	interface	interface	NOUN
iajs-2483	663	36	agent	agent	NOUN
iajs-2483	663	37	.	.	PUNCT
iajs-2483	664	1	finally	finally	ADV
iajs-2483	664	2	,	,	PUNCT
iajs-2483	664	3	the	the	DET
iajs-2483	664	4	interface	interface	NOUN
iajs-2483	664	5	agent	agent	NOUN
iajs-2483	664	6	is	be	AUX
iajs-2483	664	7	responsible	responsible	ADJ
iajs-2483	664	8	for	for	ADP
iajs-2483	664	9	presenting	present	VERB
iajs-2483	664	10	it	it	PRON
iajs-2483	664	11	to	to	ADP
iajs-2483	664	12	end	end	NOUN
iajs-2483	664	13	-	-	PUNCT
iajs-2483	664	14	users	user	NOUN
iajs-2483	664	15	.	.	PUNCT
iajs-2483	665	1	the	the	DET
iajs-2483	665	2	proposed	propose	VERB
iajs-2483	665	3	technique	technique	NOUN
iajs-2483	665	4	raises	raise	VERB
iajs-2483	665	5	the	the	DET
iajs-2483	665	6	performance	performance	NOUN
iajs-2483	665	7	of	of	ADP
iajs-2483	665	8	supervising	supervise	VERB
iajs-2483	665	9	the	the	DET
iajs-2483	665	10	network	network	NOUN
iajs-2483	665	11	and	and	CCONJ
iajs-2483	665	12	decreases	decrease	VERB
iajs-2483	665	13	the	the	DET
iajs-2483	665	14	policies	policy	NOUN
iajs-2483	665	15	.	.	PUNCT
iajs-2483	666	1	it	it	PRON
iajs-2483	666	2	permits	permit	VERB
iajs-2483	666	3	presenting	present	VERB
iajs-2483	666	4	learning	learn	VERB
iajs-2483	666	5	methods	method	NOUN
iajs-2483	666	6	that	that	PRON
iajs-2483	666	7	execute	execute	VERB
iajs-2483	666	8	the	the	DET
iajs-2483	666	9	paradigm	paradigm	NOUN
iajs-2483	666	10	in	in	ADP
iajs-2483	666	11	an	an	DET
iajs-2483	666	12	autonomous	autonomous	ADJ
iajs-2483	666	13	network	network	NOUN
iajs-2483	666	14	managing	managing	NOUN
iajs-2483	666	15	mechanism	mechanism	NOUN
iajs-2483	666	16	.	.	PUNCT
iajs-2483	667	1	the	the	DET
iajs-2483	667	2	use	use	NOUN
iajs-2483	667	3	of	of	ADP
iajs-2483	667	4	mas	mas	PROPN
iajs-2483	667	5	ontology	ontology	NOUN
iajs-2483	667	6	in	in	ADP
iajs-2483	667	7	snmp	snmp	PROPN
iajs-2483	667	8	can	can	AUX
iajs-2483	667	9	be	be	AUX
iajs-2483	667	10	considered	consider	VERB
iajs-2483	667	11	as	as	ADP
iajs-2483	667	12	information	information	NOUN
iajs-2483	667	13	representation	representation	NOUN
iajs-2483	667	14	dealing	deal	VERB
iajs-2483	667	15	with	with	ADP
iajs-2483	667	16	problems	problem	NOUN
iajs-2483	667	17	in	in	ADP
iajs-2483	667	18	the	the	DET
iajs-2483	667	19	dispersed	disperse	VERB
iajs-2483	667	20	network	network	NOUN
iajs-2483	667	21	managing	managing	NOUN
iajs-2483	667	22	systems	system	NOUN
iajs-2483	667	23	.	.	PUNCT
iajs-2483	668	1	mas	mas	PROPN
iajs-2483	668	2	platform	platform	NOUN
iajs-2483	668	3	is	be	AUX
iajs-2483	668	4	an	an	DET
iajs-2483	668	5	ideal	ideal	ADJ
iajs-2483	668	6	solution	solution	NOUN
iajs-2483	668	7	for	for	ADP
iajs-2483	668	8	dispersed	disperse	VERB
iajs-2483	668	9	network	network	NOUN
iajs-2483	668	10	management	management	NOUN
iajs-2483	668	11	.	.	PUNCT
iajs-2483	669	1	this	this	DET
iajs-2483	669	2	technique	technique	NOUN
iajs-2483	669	3	can	can	AUX
iajs-2483	669	4	be	be	AUX
iajs-2483	669	5	contradicted	contradict	VERB
iajs-2483	669	6	with	with	ADP
iajs-2483	669	7	the	the	DET
iajs-2483	669	8	conventional	conventional	ADJ
iajs-2483	669	9	management	management	NOUN
iajs-2483	669	10	methods	method	NOUN
iajs-2483	669	11	according	accord	VERB
iajs-2483	669	12	to	to	ADP
iajs-2483	669	13	the	the	DET
iajs-2483	669	14	responding	respond	VERB
iajs-2483	669	15	time	time	NOUN
iajs-2483	669	16	and	and	CCONJ
iajs-2483	669	17	speed	speed	NOUN
iajs-2483	669	18	by	by	ADP
iajs-2483	669	19	using	use	VERB
iajs-2483	669	20	the	the	DET
iajs-2483	669	21	performed	perform	VERB
iajs-2483	669	22	paradigm	paradigm	NOUN
iajs-2483	669	23	.	.	PUNCT
iajs-2483	670	1	mas	mas	PROPN
iajs-2483	670	2	is	be	AUX
iajs-2483	670	3	suggested	suggest	VERB
iajs-2483	670	4	as	as	ADP
iajs-2483	670	5	a	a	DET
iajs-2483	670	6	solution	solution	NOUN
iajs-2483	670	7	to	to	ADP
iajs-2483	670	8	the	the	DET
iajs-2483	670	9	network	network	NOUN
iajs-2483	670	10	management	management	NOUN
iajs-2483	670	11	problem	problem	NOUN
iajs-2483	670	12	.	.	PUNCT
iajs-2483	671	1	the	the	DET
iajs-2483	671	2	proposed	propose	VERB
iajs-2483	671	3	technique	technique	NOUN
iajs-2483	671	4	expands	expand	VERB
iajs-2483	671	5	the	the	DET
iajs-2483	671	6	mas	mas	PROPN
iajs-2483	671	7	structure	structure	NOUN
iajs-2483	671	8	to	to	PART
iajs-2483	671	9	be	be	AUX
iajs-2483	671	10	integrated	integrate	VERB
iajs-2483	671	11	with	with	ADP
iajs-2483	671	12	the	the	DET
iajs-2483	671	13	snmp	snmp	PROPN
iajs-2483	671	14	agent	agent	NOUN
iajs-2483	671	15	.	.	PUNCT
iajs-2483	672	1	table	table	NOUN
iajs-2483	672	2	1	1	NUM
iajs-2483	672	3	.	.	PUNCT
iajs-2483	672	4	explains	explain	VERB
iajs-2483	672	5	the	the	DET
iajs-2483	672	6	contributions	contribution	NOUN
iajs-2483	672	7	,	,	PUNCT
iajs-2483	672	8	architectures	architecture	NOUN
iajs-2483	672	9	,	,	PUNCT
iajs-2483	672	10	application	application	NOUN
iajs-2483	672	11	and	and	CCONJ
iajs-2483	672	12	limitations	limitation	NOUN
iajs-2483	672	13	of	of	ADP
iajs-2483	672	14	each	each	DET
iajs-2483	672	15	one	one	NUM
iajs-2483	672	16	of	of	ADP
iajs-2483	672	17	the	the	DET
iajs-2483	672	18	abovementioned	abovementioned	ADJ
iajs-2483	672	19	mas	mas	PROPN
iajs-2483	672	20	applications	application	NOUN
iajs-2483	672	21	.	.	PUNCT
iajs-2483	673	1	ref	ref	NOUN
iajs-2483	673	2	.	.	PUNCT
iajs-2483	674	1	applications	application	NOUN
iajs-2483	674	2	architectures	architecture	VERB
iajs-2483	674	3	contributions	contribution	NOUN
iajs-2483	674	4	limitations	limitation	NOUN
iajs-2483	674	5	kazienko	kazienko	ADJ
iajs-2483	674	6	,	,	PUNCT
iajs-2483	674	7	[	[	X
iajs-2483	674	8	22	22	NUM
iajs-2483	674	9	]	]	PUNCT
iajs-2483	674	10	web	web	NOUN
iajs-2483	674	11	advertising	advertising	NOUN
iajs-2483	674	12	software	software	NOUN
iajs-2483	674	13	and	and	CCONJ
iajs-2483	674	14	web	web	NOUN
iajs-2483	674	15	server	server	NOUN
iajs-2483	674	16	mas	mas	PROPN
iajs-2483	674	17	based	base	VERB
iajs-2483	674	18	on	on	ADP
iajs-2483	674	19	web	web	NOUN
iajs-2483	674	20	advertising	advertising	NOUN
iajs-2483	674	21	:	:	PUNCT
iajs-2483	674	22	scheduling	scheduling	NOUN
iajs-2483	674	23	and	and	CCONJ
iajs-2483	674	24	personalization	personalization	NOUN
iajs-2483	674	25	more	more	ADJ
iajs-2483	674	26	extension	extension	NOUN
iajs-2483	674	27	to	to	PART
iajs-2483	674	28	recognize	recognize	VERB
iajs-2483	674	29	the	the	DET
iajs-2483	674	30	behavior	behavior	NOUN
iajs-2483	674	31	of	of	ADP
iajs-2483	674	32	users	user	NOUN
iajs-2483	674	33	maximilien	maximilien	PROPN
iajs-2483	674	34	and	and	CCONJ
iajs-2483	674	35	singh	singh	ADJ
iajs-2483	674	36	,	,	PUNCT
iajs-2483	674	37	[	[	X
iajs-2483	674	38	23	23	NUM
iajs-2483	674	39	]	]	PUNCT
iajs-2483	674	40	web	web	NOUN
iajs-2483	674	41	services	service	NOUN
iajs-2483	674	42	network	network	NOUN
iajs-2483	674	43	and	and	CCONJ
iajs-2483	674	44	software	software	NOUN
iajs-2483	674	45	the	the	DET
iajs-2483	674	46	mas	mas	PROPN
iajs-2483	674	47	framework	framework	NOUN
iajs-2483	674	48	of	of	ADP
iajs-2483	674	49	qos	qos	PROPN
iajs-2483	674	50	and	and	CCONJ
iajs-2483	674	51	trust	trust	NOUN
iajs-2483	674	52	is	be	AUX
iajs-2483	674	53	based	base	VERB
iajs-2483	674	54	on	on	ADP
iajs-2483	674	55	ontology	ontology	NOUN
iajs-2483	674	56	.	.	PUNCT
iajs-2483	675	1	limited	limited	ADJ
iajs-2483	675	2	study	study	NOUN
iajs-2483	675	3	regarding	regard	VERB
iajs-2483	675	4	the	the	DET
iajs-2483	675	5	behavior	behavior	NOUN
iajs-2483	675	6	of	of	ADP
iajs-2483	675	7	the	the	DET
iajs-2483	675	8	agent	agent	NOUN
iajs-2483	675	9	alwadan	alwadan	PROPN
iajs-2483	675	10	,	,	PUNCT
iajs-2483	675	11	[	[	X
iajs-2483	675	12	24	24	NUM
iajs-2483	675	13	]	]	X
iajs-2483	675	14	cloud	cloud	NOUN
iajs-2483	675	15	computing	computing	PROPN
iajs-2483	675	16	jade	jade	PROPN
iajs-2483	675	17	and	and	CCONJ
iajs-2483	675	18	distributed	distribute	VERB
iajs-2483	675	19	in	in	ADP
iajs-2483	675	20	resources	resource	NOUN
iajs-2483	675	21	best	good	ADJ
iajs-2483	675	22	of	of	ADP
iajs-2483	675	23	identification	identification	NOUN
iajs-2483	675	24	meth	meth	NOUN
iajs-2483	675	25	gotiationne	gotiationne	NOUN
iajs-2483	675	26	a	a	PRON
iajs-2483	675	27	of	of	ADP
iajs-2483	675	28	creation	creation	NOUN
iajs-2483	675	29	the	the	DET
iajs-2483	675	30	u	u	NOUN
iajs-2483	675	31	and	and	CCONJ
iajs-2483	675	32	providers	provider	NOUN
iajs-2483	675	33	cloud	cloud	NOUN
iajs-2483	675	34	between	between	ADP
iajs-2483	675	35	od	od	PROPN
iajs-2483	675	36	sers	sers	PROPN
iajs-2483	675	37	simple	simple	ADJ
iajs-2483	675	38	design	design	NOUN
iajs-2483	675	39	for	for	ADP
iajs-2483	675	40	a	a	DET
iajs-2483	675	41	user	user	NOUN
iajs-2483	675	42	process	process	NOUN
iajs-2483	675	43	  	  	SPACE
iajs-2483	675	44	212	212	NUM
iajs-2483	675	45	ibn	ibn	PROPN
iajs-2483	675	46	al	al	PROPN
iajs-2483	675	47	-	-	PUNCT
iajs-2483	675	48	haitham	haitham	PROPN
iajs-2483	675	49	jour	jour	X
iajs-2483	675	50	.	.	PROPN
iajs-2483	676	1	for	for	ADP
iajs-2483	676	2	pure	pure	ADJ
iajs-2483	676	3	&	&	CCONJ
iajs-2483	676	4	appl	appl	PROPN
iajs-2483	676	5	.	.	PUNCT
iajs-2483	677	1	sci	sci	PROPN
iajs-2483	677	2	.	.	PROPN
iajs-2483	678	1	33	33	NUM
iajs-2483	678	2	(	(	PUNCT
iajs-2483	678	3	3	3	NUM
iajs-2483	678	4	)	)	PUNCT
iajs-2483	678	5	2020	2020	NUM
iajs-2483	678	6	19	19	NUM
iajs-2483	678	7	.	.	PUNCT
iajs-2483	679	1	conclusion	conclusion	NOUN
iajs-2483	679	2	in	in	ADP
iajs-2483	679	3	this	this	DET
iajs-2483	679	4	survey	survey	NOUN
iajs-2483	679	5	,	,	PUNCT
iajs-2483	679	6	we	we	PRON
iajs-2483	679	7	presented	present	VERB
iajs-2483	679	8	a	a	DET
iajs-2483	679	9	comprehensive	comprehensive	ADJ
iajs-2483	679	10	study	study	NOUN
iajs-2483	679	11	concerning	concern	VERB
iajs-2483	679	12	different	different	ADJ
iajs-2483	679	13	issues	issue	NOUN
iajs-2483	679	14	of	of	ADP
iajs-2483	679	15	multiagent	multiagent	NOUN
iajs-2483	679	16	systems	system	NOUN
iajs-2483	679	17	which	which	PRON
iajs-2483	679	18	helps	help	VERB
iajs-2483	679	19	new	new	ADJ
iajs-2483	679	20	researchers	researcher	NOUN
iajs-2483	679	21	and	and	CCONJ
iajs-2483	679	22	practitioners	practitioner	NOUN
iajs-2483	679	23	to	to	PART
iajs-2483	679	24	acquire	acquire	VERB
iajs-2483	679	25	the	the	DET
iajs-2483	679	26	knowledge	knowledge	NOUN
iajs-2483	679	27	for	for	ADP
iajs-2483	679	28	basic	basic	ADJ
iajs-2483	679	29	concepts	concept	NOUN
iajs-2483	679	30	and	and	CCONJ
iajs-2483	679	31	as	as	ADP
iajs-2483	679	32	insightful	insightful	ADJ
iajs-2483	679	33	resources	resource	NOUN
iajs-2483	679	34	in	in	ADP
iajs-2483	679	35	mas	mas	PROPN
iajs-2483	679	36	.	.	PROPN
iajs-2483	680	1	as	as	SCONJ
iajs-2483	680	2	we	we	PRON
iajs-2483	680	3	have	have	AUX
iajs-2483	680	4	shown	show	VERB
iajs-2483	680	5	throughout	throughout	ADP
iajs-2483	680	6	the	the	DET
iajs-2483	680	7	study	study	NOUN
iajs-2483	680	8	,	,	PUNCT
iajs-2483	680	9	mas	mas	PROPN
iajs-2483	680	10	is	be	AUX
iajs-2483	680	11	a	a	DET
iajs-2483	680	12	unique	unique	ADJ
iajs-2483	680	13	software	software	NOUN
iajs-2483	680	14	architecture	architecture	NOUN
iajs-2483	680	15	,	,	PUNCT
iajs-2483	680	16	distinguishable	distinguishable	ADJ
iajs-2483	680	17	from	from	ADP
iajs-2483	680	18	other	other	ADJ
iajs-2483	680	19	architectures	architecture	NOUN
iajs-2483	680	20	,	,	PUNCT
iajs-2483	680	21	which	which	PRON
iajs-2483	680	22	provides	provide	VERB
iajs-2483	680	23	solutions	solution	NOUN
iajs-2483	680	24	to	to	ADP
iajs-2483	680	25	a	a	DET
iajs-2483	680	26	specific	specific	ADJ
iajs-2483	680	27	family	family	NOUN
iajs-2483	680	28	of	of	ADP
iajs-2483	680	29	computational	computational	ADJ
iajs-2483	680	30	problems	problem	NOUN
iajs-2483	680	31	.	.	PUNCT
iajs-2483	681	1	firstly	firstly	ADV
iajs-2483	681	2	,	,	PUNCT
iajs-2483	681	3	we	we	PRON
iajs-2483	681	4	offered	offer	VERB
iajs-2483	681	5	definitions	definition	NOUN
iajs-2483	681	6	and	and	CCONJ
iajs-2483	681	7	features	feature	NOUN
iajs-2483	681	8	of	of	ADP
iajs-2483	681	9	agents	agent	NOUN
iajs-2483	681	10	and	and	CCONJ
iajs-2483	681	11	mas	mas	PROPN
iajs-2483	681	12	.	.	PUNCT
iajs-2483	682	1	we	we	PRON
iajs-2483	682	2	explained	explain	VERB
iajs-2483	682	3	their	their	PRON
iajs-2483	682	4	environments	environment	NOUN
iajs-2483	682	5	,	,	PUNCT
iajs-2483	682	6	organizations	organization	NOUN
iajs-2483	682	7	,	,	PUNCT
iajs-2483	682	8	and	and	CCONJ
iajs-2483	682	9	architectures	architecture	NOUN
iajs-2483	682	10	.	.	PUNCT
iajs-2483	683	1	we	we	PRON
iajs-2483	683	2	have	have	AUX
iajs-2483	683	3	demonstrated	demonstrate	VERB
iajs-2483	683	4	communication	communication	NOUN
iajs-2483	683	5	strategies	strategy	NOUN
iajs-2483	683	6	and	and	CCONJ
iajs-2483	683	7	acls	acls	NOUN
iajs-2483	683	8	that	that	PRON
iajs-2483	683	9	are	be	AUX
iajs-2483	683	10	used	use	VERB
iajs-2483	683	11	by	by	ADP
iajs-2483	683	12	the	the	DET
iajs-2483	683	13	agents	agent	NOUN
iajs-2483	683	14	to	to	PART
iajs-2483	683	15	connect	connect	VERB
iajs-2483	683	16	with	with	ADP
iajs-2483	683	17	other	other	ADJ
iajs-2483	683	18	agents	agent	NOUN
iajs-2483	683	19	.	.	PUNCT
iajs-2483	684	1	eventually	eventually	ADV
iajs-2483	684	2	,	,	PUNCT
iajs-2483	684	3	we	we	PRON
iajs-2483	684	4	have	have	AUX
iajs-2483	684	5	discussed	discuss	VERB
iajs-2483	684	6	,	,	PUNCT
iajs-2483	684	7	compared	compare	VERB
iajs-2483	684	8	and	and	CCONJ
iajs-2483	684	9	summarized	summarize	VERB
iajs-2483	684	10	the	the	DET
iajs-2483	684	11	role	role	NOUN
iajs-2483	684	12	of	of	ADP
iajs-2483	684	13	mas	mas	PROPN
iajs-2483	684	14	in	in	ADP
iajs-2483	684	15	some	some	PRON
iajs-2483	684	16	of	of	ADP
iajs-2483	684	17	the	the	DET
iajs-2483	684	18	most	most	ADV
iajs-2483	684	19	important	important	ADJ
iajs-2483	684	20	applications	application	NOUN
iajs-2483	684	21	such	such	ADJ
iajs-2483	684	22	as	as	ADP
iajs-2483	684	23	web	web	NOUN
iajs-2483	684	24	advertisements	advertisement	NOUN
iajs-2483	684	25	,	,	PUNCT
iajs-2483	684	26	cloud	cloud	NOUN
iajs-2483	684	27	computing	computing	NOUN
iajs-2483	684	28	,	,	PUNCT
iajs-2483	684	29	e	e	PROPN
iajs-2483	684	30	-	-	NOUN
iajs-2483	684	31	commerce	commerce	NOUN
iajs-2483	684	32	,	,	PUNCT
iajs-2483	684	33	image	image	NOUN
iajs-2483	684	34	segmentation	segmentation	NOUN
iajs-2483	684	35	and	and	CCONJ
iajs-2483	684	36	computer	computer	NOUN
iajs-2483	684	37	networks	network	NOUN
iajs-2483	684	38	,	,	PUNCT
iajs-2483	684	39	and	and	CCONJ
iajs-2483	684	40	how	how	SCONJ
iajs-2483	684	41	can	can	AUX
iajs-2483	684	42	these	these	DET
iajs-2483	684	43	applications	application	NOUN
iajs-2483	684	44	deal	deal	VERB
iajs-2483	684	45	with	with	ADP
iajs-2483	684	46	mas	mas	PROPN
iajs-2483	684	47	subject	subject	NOUN
iajs-2483	684	48	and	and	CCONJ
iajs-2483	684	49	their	their	PRON
iajs-2483	684	50	findings	finding	NOUN
iajs-2483	684	51	with	with	ADP
iajs-2483	684	52	their	their	PRON
iajs-2483	684	53	contributions	contribution	NOUN
iajs-2483	684	54	and	and	CCONJ
iajs-2483	684	55	limitations	limitation	NOUN
iajs-2483	684	56	in	in	ADP
iajs-2483	684	57	each	each	DET
iajs-2483	684	58	application	application	NOUN
iajs-2483	684	59	.	.	PUNCT
iajs-2483	685	1	references	reference	NOUN
iajs-2483	685	2	1	1	NUM
iajs-2483	685	3	.	.	PUNCT
iajs-2483	686	1	balaji	balaji	PROPN
iajs-2483	686	2	,	,	PUNCT
iajs-2483	686	3	p.	p.	PROPN
iajs-2483	686	4	;	;	PUNCT
iajs-2483	686	5	srinivasan	srinivasan	NOUN
iajs-2483	686	6	,	,	PUNCT
iajs-2483	686	7	d.	d.	PROPN
iajs-2483	686	8	an	an	DET
iajs-2483	686	9	introduction	introduction	NOUN
iajs-2483	686	10	to	to	ADP
iajs-2483	686	11	multi	multi	ADJ
iajs-2483	686	12	-	-	ADJ
iajs-2483	686	13	agent	agent	ADJ
iajs-2483	686	14	systems	system	NOUN
iajs-2483	686	15	,	,	PUNCT
iajs-2483	686	16	in	in	ADP
iajs-2483	686	17	innovations	innovation	NOUN
iajs-2483	686	18	in	in	ADP
iajs-2483	686	19	multiagent	multiagent	NOUN
iajs-2483	686	20	systems	system	NOUN
iajs-2483	686	21	and	and	CCONJ
iajs-2483	686	22	applications-1	applications-1	PROPN
iajs-2483	686	23	.	.	PUNCT
iajs-2483	687	1	springer.2010	springer.2010	PROPN
iajs-2483	687	2	,	,	PUNCT
iajs-2483	687	3	1	1	NUM
iajs-2483	687	4	-	-	SYM
iajs-2483	687	5	27	27	NUM
iajs-2483	687	6	.	.	PUNCT
iajs-2483	688	1	2	2	NUM
iajs-2483	688	2	.	.	X
iajs-2483	688	3	dorri	dorri	NOUN
iajs-2483	688	4	,	,	PUNCT
iajs-2483	688	5	a.	a.	NOUN
iajs-2483	688	6	;	;	PUNCT
iajs-2483	688	7	kanhere	kanhere	ADV
iajs-2483	688	8	,	,	PUNCT
iajs-2483	688	9	s.s	s.s	PROPN
iajs-2483	688	10	.	.	PROPN
iajs-2483	688	11	;	;	PUNCT
iajs-2483	688	12	jurdak	jurdak	PROPN
iajs-2483	688	13	,	,	PUNCT
iajs-2483	688	14	r.	r.	PROPN
iajs-2483	688	15	multi	multi	ADJ
iajs-2483	688	16	-	-	ADJ
iajs-2483	688	17	agent	agent	ADJ
iajs-2483	688	18	systems	system	NOUN
iajs-2483	688	19	:	:	PUNCT
iajs-2483	688	20	a	a	DET
iajs-2483	688	21	survey	survey	NOUN
iajs-2483	688	22	.	.	PUNCT
iajs-2483	689	1	ieee.2018	ieee.2018	ADP
iajs-2483	689	2	,	,	PUNCT
iajs-2483	689	3	6	6	NUM
iajs-2483	689	4	,	,	PUNCT
iajs-2483	689	5	28573	28573	NUM
iajs-2483	689	6	-	-	SYM
iajs-2483	689	7	28593	28593	NUM
iajs-2483	689	8	.	.	PUNCT
iajs-2483	690	1	ouidad	ouidad	PROPN
iajs-2483	690	2	and	and	CCONJ
iajs-2483	690	3	kamoun	kamoun	X
iajs-2483	691	1	[	[	X
iajs-2483	691	2	25	25	NUM
iajs-2483	691	3	]	]	X
iajs-2483	691	4	cloud	cloud	NOUN
iajs-2483	691	5	computing	computing	PROPN
iajs-2483	691	6	jade	jade	PROPN
iajs-2483	691	7	and	and	CCONJ
iajs-2483	691	8	a	a	DET
iajs-2483	691	9	set	set	NOUN
iajs-2483	691	10	of	of	ADP
iajs-2483	691	11	classes	class	NOUN
iajs-2483	691	12	and	and	CCONJ
iajs-2483	691	13	graphical	graphical	ADJ
iajs-2483	691	14	tools	tool	NOUN
iajs-2483	691	15	a	a	DET
iajs-2483	691	16	new	new	ADJ
iajs-2483	691	17	layer	layer	NOUN
iajs-2483	691	18	called	call	VERB
iajs-2483	691	19	smart	smart	ADJ
iajs-2483	691	20	cloud	cloud	NOUN
iajs-2483	691	21	learning	learn	VERB
iajs-2483	691	22	system	system	NOUN
iajs-2483	691	23	(	(	PUNCT
iajs-2483	691	24	smart	smart	ADJ
iajs-2483	691	25	-	-	PUNCT
iajs-2483	691	26	cls	cls	NOUN
iajs-2483	691	27	)	)	PUNCT
iajs-2483	691	28	must	must	AUX
iajs-2483	691	29	be	be	AUX
iajs-2483	691	30	set	set	VERB
iajs-2483	691	31	,	,	PUNCT
iajs-2483	691	32	in	in	ADP
iajs-2483	691	33	order	order	NOUN
iajs-2483	691	34	to	to	PART
iajs-2483	691	35	provide	provide	VERB
iajs-2483	691	36	services	service	NOUN
iajs-2483	691	37	anywhere	anywhere	ADV
iajs-2483	691	38	at	at	ADP
iajs-2483	691	39	any	any	DET
iajs-2483	691	40	time	time	NOUN
iajs-2483	691	41	and	and	CCONJ
iajs-2483	691	42	using	use	VERB
iajs-2483	691	43	any	any	DET
iajs-2483	691	44	devices	device	NOUN
iajs-2483	691	45	,	,	PUNCT
iajs-2483	691	46	for	for	ADP
iajs-2483	691	47	all	all	DET
iajs-2483	691	48	actors	actor	NOUN
iajs-2483	691	49	in	in	ADP
iajs-2483	691	50	a	a	DET
iajs-2483	691	51	learning	learning	NOUN
iajs-2483	691	52	session	session	NOUN
iajs-2483	691	53	lack	lack	NOUN
iajs-2483	691	54	of	of	ADP
iajs-2483	691	55	implementing	implement	VERB
iajs-2483	691	56	smart	smart	ADJ
iajs-2483	691	57	-	-	PUNCT
iajs-2483	691	58	cls	cls	NOUN
iajs-2483	691	59	in	in	ADP
iajs-2483	691	60	massive	massive	ADJ
iajs-2483	691	61	open	open	ADJ
iajs-2483	691	62	online	online	ADJ
iajs-2483	691	63	courses	course	NOUN
iajs-2483	691	64	(	(	PUNCT
iajs-2483	691	65	moocs	mooc	NOUN
iajs-2483	691	66	)	)	PUNCT
iajs-2483	691	67	.	.	PUNCT
iajs-2483	692	1	helmy	helmy	ADJ
iajs-2483	693	1	[	[	X
iajs-2483	693	2	26	26	NUM
iajs-2483	693	3	]	]	X
iajs-2483	693	4	e	e	ADJ
iajs-2483	693	5	-	-	ADJ
iajs-2483	693	6	commercee	commercee	ADJ
iajs-2483	693	7	distributed	distribute	VERB
iajs-2483	693	8	commercee	commercee	NOUN
iajs-2483	693	9	-mas	-mas	PUNCT
iajs-2483	693	10	e	e	NOUN
iajs-2483	693	11	autonomy	autonomy	NOUN
iajs-2483	693	12	enables	enable	VERB
iajs-2483	693	13	that	that	SCONJ
iajs-2483	693	14	framework	framework	NOUN
iajs-2483	693	15	proactivityy	proactivityy	VERB
iajs-2483	693	16	,	,	PUNCT
iajs-2483	693	17	and	and	CCONJ
iajs-2483	693	18	customization	customization	NOUN
iajs-2483	693	19	,	,	PUNCT
iajs-2483	693	20	,	,	PUNCT
iajs-2483	693	21	including	include	VERB
iajs-2483	693	22	a	a	DET
iajs-2483	693	23	smart	smart	ADJ
iajs-2483	693	24	mall	mall	NOUN
iajs-2483	693	25	agent	agent	NOUN
iajs-2483	693	26	,	,	PUNCT
iajs-2483	693	27	seller	seller	NOUN
iajs-2483	693	28	agent	agent	NOUN
iajs-2483	693	29	and	and	CCONJ
iajs-2483	693	30	buyer	buyer	NOUN
iajs-2483	693	31	agent	agent	NOUN
iajs-2483	693	32	with	with	ADP
iajs-2483	693	33	their	their	PRON
iajs-2483	693	34	own	own	ADJ
iajs-2483	693	35	profiles	profile	NOUN
iajs-2483	693	36	.	.	PUNCT
iajs-2483	694	1	limited	limited	ADJ
iajs-2483	694	2	scalability	scalability	NOUN
iajs-2483	694	3	jascanu	jascanu	NOUN
iajs-2483	694	4	et	et	PROPN
iajs-2483	694	5	al	al	PROPN
iajs-2483	694	6	.	.	PUNCT
iajs-2483	695	1	[	[	X
iajs-2483	695	2	27	27	NUM
iajs-2483	695	3	]	]	X
iajs-2483	695	4	e	e	NOUN
iajs-2483	695	5	-	-	NOUN
iajs-2483	695	6	commercee	commercee	ADJ
iajs-2483	695	7	logical	logical	ADJ
iajs-2483	695	8	and	and	CCONJ
iajs-2483	695	9	reactive	reactive	ADJ
iajs-2483	695	10	counterpart	counterpart	NOUN
iajs-2483	695	11	human	human	NOUN
iajs-2483	695	12	of	of	ADP
iajs-2483	695	13	place	place	NOUN
iajs-2483	695	14	”	"	PUNCT
iajs-2483	695	15	emotional	emotional	ADJ
iajs-2483	695	16	system	system	NOUN
iajs-2483	695	17	“	"	PUNCT
iajs-2483	695	18	no	no	DET
iajs-2483	695	19	test	test	NOUN
iajs-2483	695	20	for	for	ADP
iajs-2483	695	21	performance	performance	NOUN
iajs-2483	695	22	mohammed	mohammed	PROPN
iajs-2483	695	23	and	and	CCONJ
iajs-2483	695	24	said	say	VERB
iajs-2483	695	25	,	,	PUNCT
iajs-2483	695	26	[	[	X
iajs-2483	695	27	28	28	NUM
iajs-2483	695	28	]	]	X
iajs-2483	695	29	image	image	NOUN
iajs-2483	695	30	segmentation	segmentation	NOUN
iajs-2483	695	31	distributed	distribute	VERB
iajs-2483	695	32	based	base	VERB
iajs-2483	695	33	on	on	ADP
iajs-2483	695	34	groups	group	NOUN
iajs-2483	695	35	of	of	ADP
iajs-2483	695	36	agent	agent	NOUN
iajs-2483	695	37	adaptation	adaptation	NOUN
iajs-2483	695	38	of	of	ADP
iajs-2483	695	39	the	the	DET
iajs-2483	695	40	agents	agent	NOUN
iajs-2483	695	41	of	of	ADP
iajs-2483	695	42	segmentation	segmentation	NOUN
iajs-2483	695	43	in	in	ADP
iajs-2483	695	44	front	front	NOUN
iajs-2483	695	45	of	of	ADP
iajs-2483	695	46	a	a	DET
iajs-2483	695	47	big	big	ADJ
iajs-2483	695	48	variety	variety	NOUN
iajs-2483	695	49	of	of	ADP
iajs-2483	695	50	images	image	NOUN
iajs-2483	695	51	limitation	limitation	NOUN
iajs-2483	695	52	in	in	ADP
iajs-2483	695	53	recognition	recognition	NOUN
iajs-2483	695	54	approach	approach	NOUN
iajs-2483	695	55	chitsaz	chitsaz	NOUN
iajs-2483	695	56	and	and	CCONJ
iajs-2483	695	57	seng	seng	PROPN
iajs-2483	695	58	,	,	PUNCT
iajs-2483	695	59	[	[	X
iajs-2483	695	60	29	29	NUM
iajs-2483	695	61	]	]	X
iajs-2483	695	62	medical	medical	ADJ
iajs-2483	695	63	image	image	NOUN
iajs-2483	695	64	network	network	NOUN
iajs-2483	695	65	-	-	PUNCT
iajs-2483	695	66	based	base	VERB
iajs-2483	695	67	on	on	ADP
iajs-2483	695	68	local	local	ADJ
iajs-2483	695	69	and	and	CCONJ
iajs-2483	695	70	moderator	moderator	NOUN
iajs-2483	695	71	agent	agent	NOUN
iajs-2483	695	72	image	image	NOUN
iajs-2483	695	73	segmentation	segmentation	NOUN
iajs-2483	695	74	is	be	AUX
iajs-2483	695	75	based	base	VERB
iajs-2483	695	76	on	on	ADP
iajs-2483	695	77	multi	multi	ADJ
iajs-2483	695	78	-	-	ADJ
iajs-2483	695	79	agent	agent	ADJ
iajs-2483	695	80	system	system	NOUN
iajs-2483	695	81	limit	limit	NOUN
iajs-2483	695	82	constraints	constraint	NOUN
iajs-2483	695	83	of	of	ADP
iajs-2483	695	84	the	the	DET
iajs-2483	695	85	noise	noise	NOUN
iajs-2483	695	86	image	image	NOUN
iajs-2483	695	87	isaza	isaza	PROPN
iajs-2483	695	88	et	et	PROPN
iajs-2483	695	89	al	al	PROPN
iajs-2483	695	90	.	.	PUNCT
iajs-2483	696	1	[	[	X
iajs-2483	696	2	30	30	NUM
iajs-2483	696	3	]	]	PUNCT
iajs-2483	696	4	network	network	NOUN
iajs-2483	696	5	management	management	NOUN
iajs-2483	696	6	simple	simple	ADJ
iajs-2483	696	7	network	network	NOUN
iajs-2483	696	8	management	management	NOUN
iajs-2483	696	9	protocol	protocol	NOUN
iajs-2483	696	10	comparing	compare	VERB
iajs-2483	696	11	the	the	DET
iajs-2483	696	12	gaia	gaia	NOUN
iajs-2483	696	13	,	,	PUNCT
iajs-2483	696	14	ingenious	ingenious	ADJ
iajs-2483	696	15	and	and	CCONJ
iajs-2483	696	16	mase	mase	PROPN
iajs-2483	696	17	agent	agent	NOUN
iajs-2483	696	18	and	and	CCONJ
iajs-2483	696	19	m	m	VERB
iajs-2483	696	20	the	the	PRON
iajs-2483	696	21	for	for	ADP
iajs-2483	696	22	ontology	ontology	NOUN
iajs-2483	696	23	of	of	ADP
iajs-2483	696	24	integration	integration	NOUN
iajs-2483	696	25	snmp	snmp	NOUN
iajs-2483	696	26	in	in	ADP
iajs-2483	696	27	as	as	ADV
iajs-2483	696	28	ignore	ignore	VERB
iajs-2483	696	29	the	the	DET
iajs-2483	696	30	fundamental	fundamental	ADJ
iajs-2483	696	31	agent	agent	NOUN
iajs-2483	696	32	properties	property	NOUN
iajs-2483	696	33	in	in	ADP
iajs-2483	696	34	designing	design	VERB
iajs-2483	696	35	such	such	ADJ
iajs-2483	696	36	as	as	ADP
iajs-2483	696	37	intelligent	intelligent	ADJ
iajs-2483	696	38	and	and	CCONJ
iajs-2483	696	39	autonomous	autonomous	ADJ
iajs-2483	696	40	scalar	scalar	NOUN
iajs-2483	696	41	et	et	PROPN
iajs-2483	696	42	al	al	PROPN
iajs-2483	696	43	.	.	PUNCT
iajs-2483	697	1	[	[	X
iajs-2483	697	2	31	31	NUM
iajs-2483	697	3	]	]	X
iajs-2483	697	4	cyberphysical	cyberphysical	ADJ
iajs-2483	697	5	production	production	NOUN
iajs-2483	697	6	system	system	NOUN
iajs-2483	697	7	logical	logical	ADJ
iajs-2483	697	8	architecture	architecture	NOUN
iajs-2483	697	9	and	and	CCONJ
iajs-2483	697	10	software	software	NOUN
iajs-2483	697	11	architecture	architecture	NOUN
iajs-2483	697	12	the	the	DET
iajs-2483	697	13	design	design	NOUN
iajs-2483	697	14	and	and	CCONJ
iajs-2483	697	15	implementation	implementation	NOUN
iajs-2483	697	16	for	for	ADP
iajs-2483	697	17	an	an	DET
iajs-2483	697	18	agent	agent	NOUN
iajs-2483	697	19	-	-	PUNCT
iajs-2483	697	20	based	base	VERB
iajs-2483	697	21	cpps	cpps	NOUN
iajs-2483	697	22	network	network	NOUN
iajs-2483	697	23	does	do	AUX
iajs-2483	697	24	not	not	PART
iajs-2483	697	25	consider	consider	VERB
iajs-2483	697	26	security	security	NOUN
iajs-2483	697	27	issues	issue	NOUN
iajs-2483	697	28	in	in	ADP
iajs-2483	697	29	design	design	NOUN
iajs-2483	697	30	and	and	CCONJ
iajs-2483	697	31	flexible	flexible	ADJ
iajs-2483	697	32	autonomous	autonomous	ADJ
iajs-2483	697	33	facilitates	facilitate	VERB
iajs-2483	697	34	  	  	SPACE
iajs-2483	697	35	213	213	NUM
iajs-2483	697	36	ibn	ibn	PROPN
iajs-2483	697	37	al	al	PROPN
iajs-2483	697	38	-	-	PUNCT
iajs-2483	697	39	haitham	haitham	PROPN
iajs-2483	697	40	jour	jour	X
iajs-2483	697	41	.	.	PROPN
iajs-2483	698	1	for	for	ADP
iajs-2483	698	2	pure	pure	ADJ
iajs-2483	698	3	&	&	CCONJ
iajs-2483	698	4	appl	appl	PROPN
iajs-2483	698	5	.	.	PUNCT
iajs-2483	699	1	sci	sci	PROPN
iajs-2483	699	2	.	.	PROPN
iajs-2483	700	1	33	33	NUM
iajs-2483	700	2	(	(	PUNCT
iajs-2483	700	3	3	3	NUM
iajs-2483	700	4	)	)	PUNCT
iajs-2483	700	5	2020	2020	NUM
iajs-2483	700	6	3	3	X
iajs-2483	700	7	.	.	PUNCT
iajs-2483	701	1	glavic	glavic	VERB
iajs-2483	701	2	,	,	PUNCT
iajs-2483	701	3	m.	m.	NOUN
iajs-2483	701	4	agents	agent	NOUN
iajs-2483	701	5	and	and	CCONJ
iajs-2483	701	6	multi	multi	ADJ
iajs-2483	701	7	-	-	ADJ
iajs-2483	701	8	agent	agent	ADJ
iajs-2483	701	9	systems	system	NOUN
iajs-2483	701	10	:	:	PUNCT
iajs-2483	701	11	a	a	DET
iajs-2483	701	12	short	short	ADJ
iajs-2483	701	13	introduction	introduction	NOUN
iajs-2483	701	14	for	for	ADP
iajs-2483	701	15	power	power	NOUN
iajs-2483	701	16	engineers	engineer	NOUN
iajs-2483	701	17	,	,	PUNCT
iajs-2483	701	18	2006	2006	NUM
iajs-2483	701	19	.	.	PUNCT
iajs-2483	702	1	4	4	X
iajs-2483	702	2	.	.	X
iajs-2483	702	3	georgakarakou	georgakarakou	PROPN
iajs-2483	702	4	,	,	PUNCT
iajs-2483	702	5	c.ε	c.ε	PROPN
iajs-2483	702	6	.	.	PROPN
iajs-2483	702	7	;	;	PUNCT
iajs-2483	702	8	economides	economide	NOUN
iajs-2483	702	9	,	,	PUNCT
iajs-2483	702	10	a.a	a.a	PROPN
iajs-2483	702	11	.	.	PROPN
iajs-2483	702	12	software	software	PROPN
iajs-2483	702	13	agent	agent	NOUN
iajs-2483	702	14	technology	technology	NOUN
iajs-2483	702	15	:	:	PUNCT
iajs-2483	702	16	an	an	DET
iajs-2483	702	17	οverview	οverview	NOUN
iajs-2483	702	18	application	application	NOUN
iajs-2483	702	19	to	to	ADP
iajs-2483	702	20	virtual	virtual	ADJ
iajs-2483	702	21	enterprises	enterprise	NOUN
iajs-2483	702	22	.	.	PUNCT
iajs-2483	703	1	agent	agent	NOUN
iajs-2483	703	2	and	and	CCONJ
iajs-2483	703	3	web	web	NOUN
iajs-2483	703	4	service	service	NOUN
iajs-2483	703	5	technologies	technology	NOUN
iajs-2483	703	6	in	in	ADP
iajs-2483	703	7	virtual	virtual	ADJ
iajs-2483	703	8	enterprises	enterprise	NOUN
iajs-2483	703	9	,	,	PUNCT
iajs-2483	703	10	2003	2003	NUM
iajs-2483	703	11	.	.	PUNCT
iajs-2483	704	1	5	5	NUM
iajs-2483	704	2	.	.	X
iajs-2483	704	3	wooldridge	wooldridge	PROPN
iajs-2483	704	4	,	,	PUNCT
iajs-2483	704	5	m.	m.	NOUN
iajs-2483	704	6	an	an	DET
iajs-2483	704	7	introduction	introduction	NOUN
iajs-2483	704	8	to	to	ADP
iajs-2483	704	9	multiagent	multiagent	PROPN
iajs-2483	704	10	systems.2009	systems.2009	PROPN
iajs-2483	704	11	,	,	PUNCT
iajs-2483	704	12	john	john	PROPN
iajs-2483	704	13	wiley	wiley	PROPN
iajs-2483	704	14	&	&	CCONJ
iajs-2483	704	15	sons	son	NOUN
iajs-2483	704	16	.	.	PUNCT
iajs-2483	705	1	6	6	X
iajs-2483	705	2	.	.	X
iajs-2483	705	3	al	al	PROPN
iajs-2483	705	4	-	-	PUNCT
iajs-2483	705	5	karkhi	karkhi	PROPN
iajs-2483	705	6	,	,	PUNCT
iajs-2483	705	7	a.	a.	PROPN
iajs-2483	705	8	task	task	PROPN
iajs-2483	705	9	recovery	recovery	NOUN
iajs-2483	705	10	in	in	ADP
iajs-2483	705	11	self	self	NOUN
iajs-2483	705	12	-	-	PUNCT
iajs-2483	705	13	organised	organise	VERB
iajs-2483	705	14	multi	multi	ADJ
iajs-2483	705	15	-	-	ADJ
iajs-2483	705	16	agent	agent	ADJ
iajs-2483	705	17	systems	system	NOUN
iajs-2483	705	18	for	for	ADP
iajs-2483	705	19	distributed	distribute	VERB
iajs-2483	705	20	domains.2018	domains.2018	PROPN
iajs-2483	705	21	,	,	PUNCT
iajs-2483	705	22	university	university	NOUN
iajs-2483	705	23	of	of	ADP
iajs-2483	705	24	essex	essex	PROPN
iajs-2483	705	25	.	.	PUNCT
iajs-2483	706	1	7	7	X
iajs-2483	706	2	.	.	X
iajs-2483	706	3	mostafa	mostafa	PROPN
iajs-2483	706	4	,	,	PUNCT
iajs-2483	706	5	s.a	s.a	PROPN
iajs-2483	706	6	.	.	PROPN
iajs-2483	706	7	;	;	PUNCT
iajs-2483	706	8	ahmad	ahmad	PROPN
iajs-2483	706	9	,	,	PUNCT
iajs-2483	706	10	m.s	m.s	PROPN
iajs-2483	706	11	.	.	PROPN
iajs-2483	706	12	;	;	PUNCT
iajs-2483	706	13	mustapha	mustapha	PROPN
iajs-2483	706	14	,	,	PUNCT
iajs-2483	706	15	a.	a.	PROPN
iajs-2483	706	16	;	;	PUNCT
iajs-2483	706	17	mohammed	mohammed	PROPN
iajs-2483	706	18	,	,	PUNCT
iajs-2483	706	19	m.a	m.a	PROPN
iajs-2483	706	20	.	.	PROPN
iajs-2483	706	21	a	a	DET
iajs-2483	706	22	concise	concise	ADJ
iajs-2483	706	23	overview	overview	NOUN
iajs-2483	706	24	of	of	ADP
iajs-2483	706	25	software	software	NOUN
iajs-2483	706	26	agent	agent	NOUN
iajs-2483	706	27	research	research	NOUN
iajs-2483	706	28	,	,	PUNCT
iajs-2483	706	29	modeling	modeling	NOUN
iajs-2483	706	30	,	,	PUNCT
iajs-2483	706	31	and	and	CCONJ
iajs-2483	706	32	development	development	NOUN
iajs-2483	706	33	.	.	PUNCT
iajs-2483	707	1	software	software	PROPN
iajs-2483	707	2	engineering.2017	engineering.2017	PROPN
iajs-2483	707	3	,	,	PUNCT
iajs-2483	707	4	5	5	NUM
iajs-2483	707	5	,	,	PUNCT
iajs-2483	707	6	1	1	NUM
iajs-2483	707	7	,	,	PUNCT
iajs-2483	707	8	825	825	NUM
iajs-2483	707	9	.	.	NOUN
iajs-2483	707	10	8	8	NUM
iajs-2483	707	11	.	.	X
iajs-2483	707	12	abbas	abbas	PROPN
iajs-2483	707	13	,	,	PUNCT
iajs-2483	707	14	h.a	h.a	PROPN
iajs-2483	707	15	.	.	PROPN
iajs-2483	707	16	;	;	PUNCT
iajs-2483	707	17	shaheen	shaheen	PROPN
iajs-2483	707	18	,	,	PUNCT
iajs-2483	707	19	s.i	s.i	PROPN
iajs-2483	707	20	.	.	PROPN
iajs-2483	707	21	;	;	PUNCT
iajs-2483	707	22	amin	amin	PROPN
iajs-2483	707	23	,	,	PUNCT
iajs-2483	707	24	m.h	m.h	PROPN
iajs-2483	707	25	.	.	PROPN
iajs-2483	707	26	organization	organization	NOUN
iajs-2483	707	27	of	of	ADP
iajs-2483	707	28	multi	multi	ADJ
iajs-2483	707	29	-	-	ADJ
iajs-2483	707	30	agent	agent	ADJ
iajs-2483	707	31	systems	system	NOUN
iajs-2483	707	32	:	:	PUNCT
iajs-2483	707	33	an	an	DET
iajs-2483	707	34	overview	overview	NOUN
iajs-2483	707	35	.	.	PUNCT
iajs-2483	708	1	arxiv	arxiv	PROPN
iajs-2483	708	2	preprint	preprint	VERB
iajs-2483	708	3	arxiv:1506.09032	arxiv:1506.09032	NOUN
iajs-2483	708	4	,	,	PUNCT
iajs-2483	708	5	2015	2015	NUM
iajs-2483	708	6	.	.	PUNCT
iajs-2483	709	1	9	9	X
iajs-2483	709	2	.	.	X
iajs-2483	709	3	chin	chin	PROPN
iajs-2483	709	4	,	,	PUNCT
iajs-2483	709	5	k.o	k.o	PROPN
iajs-2483	709	6	.	.	PROPN
iajs-2483	709	7	;	;	PUNCT
iajs-2483	709	8	gan	gan	PROPN
iajs-2483	709	9	,	,	PUNCT
iajs-2483	709	10	k.s	k.s	PROPN
iajs-2483	709	11	.	.	PROPN
iajs-2483	709	12	;	;	PUNCT
iajs-2483	709	13	alfred	alfred	PROPN
iajs-2483	709	14	,	,	PUNCT
iajs-2483	709	15	r.	r.	PROPN
iajs-2483	709	16	;	;	PUNCT
iajs-2483	709	17	anthony	anthony	PROPN
iajs-2483	709	18	,	,	PUNCT
iajs-2483	709	19	p.	p.	PROPN
iajs-2483	709	20	;	;	PUNCT
iajs-2483	709	21	lukose	lukose	PROPN
iajs-2483	709	22	,	,	PUNCT
iajs-2483	709	23	d.	d.	PROPN
iajs-2483	709	24	agent	agent	NOUN
iajs-2483	709	25	architecture	architecture	NOUN
iajs-2483	709	26	:	:	PUNCT
iajs-2483	709	27	an	an	DET
iajs-2483	709	28	overviews	overview	NOUN
iajs-2483	709	29	.	.	PUNCT
iajs-2483	710	1	transactions	transaction	NOUN
iajs-2483	710	2	on	on	ADP
iajs-2483	710	3	science	science	NOUN
iajs-2483	710	4	and	and	CCONJ
iajs-2483	710	5	technology.2014	technology.2014	PROPN
iajs-2483	710	6	,	,	PUNCT
iajs-2483	710	7	1	1	NUM
iajs-2483	710	8	,	,	PUNCT
iajs-2483	710	9	1,18	1,18	NUM
iajs-2483	710	10	-	-	SYM
iajs-2483	710	11	35	35	NUM
iajs-2483	710	12	.	.	PUNCT
iajs-2483	710	13	10	10	NUM
iajs-2483	710	14	.	.	PUNCT
iajs-2483	711	1	gonzález	gonzález	PROPN
iajs-2483	711	2	-	-	PUNCT
iajs-2483	711	3	briones	briones	PROPN
iajs-2483	711	4	,	,	PUNCT
iajs-2483	711	5	a.	a.	NOUN
iajs-2483	711	6	;	;	PUNCT
iajs-2483	711	7	fernando	fernando	PROPN
iajs-2483	711	8	,	,	PUNCT
iajs-2483	711	9	d.	d.	PROPN
iajs-2483	711	10	;	;	PUNCT
iajs-2483	711	11	mohamad	mohamad	PROPN
iajs-2483	711	12	,	,	PUNCT
iajs-2483	711	13	m.s	m.s	PROPN
iajs-2483	711	14	.	.	PROPN
iajs-2483	711	15	;	;	PUNCT
iajs-2483	711	16	omatu	omatu	NOUN
iajs-2483	711	17	,	,	PUNCT
iajs-2483	711	18	s.	s.	PROPN
iajs-2483	711	19	;	;	PUNCT
iajs-2483	711	20	corchado	corchado	PROPN
iajs-2483	711	21	,	,	PUNCT
iajs-2483	711	22	j.m	j.m	PROPN
iajs-2483	711	23	.	.	PROPN
iajs-2483	711	24	multiagent	multiagent	PROPN
iajs-2483	711	25	systems	system	NOUN
iajs-2483	711	26	applications	application	NOUN
iajs-2483	711	27	in	in	ADP
iajs-2483	711	28	energy	energy	NOUN
iajs-2483	711	29	optimization	optimization	NOUN
iajs-2483	711	30	problems	problem	NOUN
iajs-2483	711	31	:	:	PUNCT
iajs-2483	711	32	a	a	DET
iajs-2483	711	33	state	state	NOUN
iajs-2483	711	34	-	-	PUNCT
iajs-2483	711	35	of	of	ADP
iajs-2483	711	36	-	-	PUNCT
iajs-2483	711	37	the	the	DET
iajs-2483	711	38	-	-	PUNCT
iajs-2483	711	39	art	art	NOUN
iajs-2483	711	40	review	review	NOUN
iajs-2483	711	41	.	.	PUNCT
iajs-2483	712	1	energies.2018	energies.2018	NOUN
iajs-2483	712	2	,	,	PUNCT
iajs-2483	712	3	11	11	NUM
iajs-2483	712	4	,	,	PUNCT
iajs-2483	712	5	8	8	NUM
iajs-2483	712	6	,	,	PUNCT
iajs-2483	712	7	1928	1928	NUM
iajs-2483	712	8	.	.	PUNCT
iajs-2483	713	1	11	11	NUM
iajs-2483	713	2	.	.	X
iajs-2483	714	1	iqbal	iqbal	PROPN
iajs-2483	714	2	,	,	PUNCT
iajs-2483	714	3	s.	s.	PROPN
iajs-2483	714	4	;	;	PUNCT
iajs-2483	714	5	altaf	altaf	PROPN
iajs-2483	714	6	,	,	PUNCT
iajs-2483	714	7	w.	w.	PROPN
iajs-2483	714	8	;	;	PUNCT
iajs-2483	714	9	aslam	aslam	PROPN
iajs-2483	714	10	,	,	PUNCT
iajs-2483	714	11	m.	m.	NOUN
iajs-2483	714	12	;	;	PUNCT
iajs-2483	714	13	mahmood	mahmood	PROPN
iajs-2483	714	14	,	,	PUNCT
iajs-2483	714	15	w.	w.	PROPN
iajs-2483	714	16	;	;	PUNCT
iajs-2483	714	17	ghani	ghani	PROPN
iajs-2483	714	18	khan	khan	PROPN
iajs-2483	714	19	,	,	PUNCT
iajs-2483	714	20	m.u	m.u	PROPN
iajs-2483	714	21	.	.	PROPN
iajs-2483	714	22	application	application	NOUN
iajs-2483	714	23	of	of	ADP
iajs-2483	714	24	intelligent	intelligent	ADJ
iajs-2483	714	25	agents	agent	NOUN
iajs-2483	714	26	in	in	ADP
iajs-2483	714	27	health	health	NOUN
iajs-2483	714	28	-	-	PUNCT
iajs-2483	714	29	care	care	NOUN
iajs-2483	714	30	.	.	PUNCT
iajs-2483	715	1	artificial	artificial	ADJ
iajs-2483	715	2	intelligence	intelligence	NOUN
iajs-2483	715	3	review.2016	review.2016	PROPN
iajs-2483	715	4	,	,	PUNCT
iajs-2483	715	5	46	46	NUM
iajs-2483	715	6	,	,	PUNCT
iajs-2483	715	7	1	1	NUM
iajs-2483	715	8	,	,	PUNCT
iajs-2483	715	9	83	83	NUM
iajs-2483	715	10	-	-	SYM
iajs-2483	715	11	112	112	NUM
iajs-2483	715	12	.	.	PUNCT
iajs-2483	716	1	12	12	NUM
iajs-2483	716	2	.	.	PUNCT
iajs-2483	716	3	anaekwe	anaekwe	NOUN
iajs-2483	716	4	,	,	PUNCT
iajs-2483	716	5	j.c	j.c	PROPN
iajs-2483	716	6	.	.	PROPN
iajs-2483	716	7	intelligent	intelligent	ADJ
iajs-2483	716	8	multi	multi	ADJ
iajs-2483	716	9	-	-	ADJ
iajs-2483	716	10	agent	agent	ADJ
iajs-2483	716	11	online	online	ADJ
iajs-2483	716	12	examination	examination	NOUN
iajs-2483	716	13	system	system	NOUN
iajs-2483	716	14	.	.	PUNCT
iajs-2483	717	1	february	february	PROPN
iajs-2483	717	2	,	,	PUNCT
iajs-2483	717	3	2015	2015	NUM
iajs-2483	717	4	.	.	PUNCT
iajs-2483	718	1	13	13	NUM
iajs-2483	718	2	.	.	X
iajs-2483	718	3	abar	abar	PROPN
iajs-2483	718	4	,	,	PUNCT
iajs-2483	718	5	s.	s.	PROPN
iajs-2483	718	6	;	;	PUNCT
iajs-2483	718	7	et	et	PROPN
iajs-2483	718	8	al	al	PROPN
iajs-2483	718	9	.	.	PROPN
iajs-2483	718	10	agent	agent	PROPN
iajs-2483	718	11	based	base	VERB
iajs-2483	718	12	modelling	modelling	NOUN
iajs-2483	718	13	and	and	CCONJ
iajs-2483	718	14	simulation	simulation	NOUN
iajs-2483	718	15	tools	tool	NOUN
iajs-2483	718	16	:	:	PUNCT
iajs-2483	718	17	a	a	DET
iajs-2483	718	18	review	review	NOUN
iajs-2483	718	19	of	of	ADP
iajs-2483	718	20	the	the	DET
iajs-2483	718	21	state	state	NOUN
iajs-2483	718	22	-	-	PUNCT
iajs-2483	718	23	of	of	ADP
iajs-2483	718	24	-	-	PUNCT
iajs-2483	718	25	art	art	NOUN
iajs-2483	718	26	software	software	NOUN
iajs-2483	718	27	.	.	PUNCT
iajs-2483	719	1	computer	computer	NOUN
iajs-2483	719	2	science	science	NOUN
iajs-2483	719	3	review.2017	review.2017	PROPN
iajs-2483	719	4	,	,	PUNCT
iajs-2483	719	5	24	24	NUM
iajs-2483	719	6	,	,	PUNCT
iajs-2483	719	7	13	13	NUM
iajs-2483	719	8	-	-	SYM
iajs-2483	719	9	33	33	NUM
iajs-2483	719	10	.	.	PUNCT
iajs-2483	720	1	14	14	NUM
iajs-2483	720	2	.	.	PUNCT
iajs-2483	721	1	collier	collier	PROPN
iajs-2483	721	2	,	,	PUNCT
iajs-2483	721	3	r.w	r.w	PROPN
iajs-2483	721	4	.	.	PROPN
iajs-2483	721	5	;	;	PUNCT
iajs-2483	722	1	o’neill	o’neill	PROPN
iajs-2483	722	2	,	,	PUNCT
iajs-2483	722	3	e.	e.	PROPN
iajs-2483	722	4	mams	mams	PROPN
iajs-2483	722	5	multi	multi	ADJ
iajs-2483	722	6	-	-	ADJ
iajs-2483	722	7	agent	agent	ADJ
iajs-2483	722	8	microservices	microservice	NOUN
iajs-2483	722	9	.	.	PUNCT
iajs-2483	723	1	in	in	ADP
iajs-2483	723	2	companion	companion	ADJ
iajs-2483	723	3	proceedings	proceeding	NOUN
iajs-2483	723	4	of	of	ADP
iajs-2483	723	5	the	the	DET
iajs-2483	723	6	2019	2019	NUM
iajs-2483	723	7	world	world	NOUN
iajs-2483	723	8	wide	wide	ADJ
iajs-2483	723	9	web	web	NOUN
iajs-2483	723	10	conference	conference	NOUN
iajs-2483	723	11	,	,	PUNCT
iajs-2483	723	12	2019	2019	NUM
iajs-2483	723	13	.	.	PUNCT
iajs-2483	724	1	15	15	NUM
iajs-2483	724	2	.	.	NOUN
iajs-2483	724	3	shehory	shehory	ADJ
iajs-2483	724	4	,	,	PUNCT
iajs-2483	724	5	o.m	o.m	PROPN
iajs-2483	724	6	.	.	PUNCT
iajs-2483	724	7	architectural	architectural	ADJ
iajs-2483	724	8	properties	property	NOUN
iajs-2483	724	9	of	of	ADP
iajs-2483	724	10	multi	multi	ADJ
iajs-2483	724	11	-	-	NOUN
iajs-2483	724	12	agent	agent	ADJ
iajs-2483	724	13	systems.1998	systems.1998	PROPN
iajs-2483	724	14	,	,	PUNCT
iajs-2483	724	15	carnegie	carnegie	PROPN
iajs-2483	724	16	mellon	mellon	PROPN
iajs-2483	724	17	university	university	PROPN
iajs-2483	724	18	,	,	PUNCT
iajs-2483	724	19	the	the	DET
iajs-2483	724	20	robotics	robotic	NOUN
iajs-2483	724	21	institute	institute	NOUN
iajs-2483	724	22	.	.	PUNCT
iajs-2483	725	1	16	16	NUM
iajs-2483	725	2	.	.	PUNCT
iajs-2483	726	1	soon	soon	ADV
iajs-2483	726	2	,	,	PUNCT
iajs-2483	726	3	g.k	g.k	PROPN
iajs-2483	726	4	.	.	PROPN
iajs-2483	726	5	;	;	PUNCT
iajs-2483	726	6	et	et	PROPN
iajs-2483	726	7	al	al	PROPN
iajs-2483	726	8	.	.	PUNCT
iajs-2483	727	1	a	a	DET
iajs-2483	727	2	review	review	NOUN
iajs-2483	727	3	on	on	ADP
iajs-2483	727	4	agent	agent	NOUN
iajs-2483	727	5	communication	communication	NOUN
iajs-2483	727	6	language	language	NOUN
iajs-2483	727	7	,	,	PUNCT
iajs-2483	727	8	in	in	ADP
iajs-2483	727	9	computational	computational	ADJ
iajs-2483	727	10	science	science	NOUN
iajs-2483	727	11	and	and	CCONJ
iajs-2483	727	12	technology.2019	technology.2019	PROPN
iajs-2483	727	13	,	,	PUNCT
iajs-2483	727	14	481	481	NUM
iajs-2483	727	15	-	-	SYM
iajs-2483	727	16	491	491	NUM
iajs-2483	727	17	.	.	PUNCT
iajs-2483	728	1	17	17	NUM
iajs-2483	728	2	.	.	PUNCT
iajs-2483	729	1	mian	mian	PROPN
iajs-2483	729	2	,	,	PUNCT
iajs-2483	729	3	n.a	n.a	PROPN
iajs-2483	729	4	.	.	PROPN
iajs-2483	729	5	;	;	PUNCT
iajs-2483	729	6	ahmad	ahmad	PROPN
iajs-2483	729	7	,	,	PUNCT
iajs-2483	729	8	f.	f.	PROPN
iajs-2483	729	9	agent	agent	PROPN
iajs-2483	729	10	based	base	VERB
iajs-2483	729	11	architecture	architecture	NOUN
iajs-2483	729	12	for	for	ADP
iajs-2483	729	13	modeling	modeling	NOUN
iajs-2483	729	14	and	and	CCONJ
iajs-2483	729	15	analysis	analysis	NOUN
iajs-2483	729	16	of	of	ADP
iajs-2483	729	17	self	self	NOUN
iajs-2483	729	18	adaptive	adaptive	ADJ
iajs-2483	729	19	systems	system	NOUN
iajs-2483	729	20	using	use	VERB
iajs-2483	729	21	formal	formal	ADJ
iajs-2483	729	22	methods	method	NOUN
iajs-2483	729	23	.	.	PUNCT
iajs-2483	730	1	international	international	ADJ
iajs-2483	730	2	journal	journal	NOUN
iajs-2483	730	3	of	of	ADP
iajs-2483	730	4	advanced	advanced	ADJ
iajs-2483	730	5	computer	computer	NOUN
iajs-2483	730	6	science	science	NOUN
iajs-2483	730	7	and	and	CCONJ
iajs-2483	730	8	applications.2018	applications.2018	PROPN
iajs-2483	730	9	,	,	PUNCT
iajs-2483	730	10	9	9	NUM
iajs-2483	730	11	,	,	PUNCT
iajs-2483	730	12	1	1	NUM
iajs-2483	730	13	,	,	PUNCT
iajs-2483	730	14	563	563	NUM
iajs-2483	730	15	-	-	SYM
iajs-2483	730	16	567	567	NUM
iajs-2483	730	17	.	.	NOUN
iajs-2483	730	18	18	18	NUM
iajs-2483	730	19	.	.	PUNCT
iajs-2483	731	1	kaur	kaur	PROPN
iajs-2483	731	2	,	,	PUNCT
iajs-2483	731	3	a.	a.	PROPN
iajs-2483	731	4	;	;	PUNCT
iajs-2483	731	5	jain	jain	PROPN
iajs-2483	731	6	,	,	PUNCT
iajs-2483	731	7	s.	s.	PROPN
iajs-2483	731	8	kqml	kqml	PROPN
iajs-2483	731	9	-	-	PUNCT
iajs-2483	731	10	from	from	ADP
iajs-2483	731	11	scenario	scenario	NOUN
iajs-2483	731	12	to	to	ADP
iajs-2483	731	13	technology	technology	NOUN
iajs-2483	731	14	.	.	PUNCT
iajs-2483	732	1	international	international	ADJ
iajs-2483	732	2	journal	journal	PROPN
iajs-2483	732	3	of	of	ADP
iajs-2483	732	4	advanced	advanced	ADJ
iajs-2483	732	5	studies	study	NOUN
iajs-2483	732	6	in	in	ADP
iajs-2483	732	7	computers	computer	NOUN
iajs-2483	732	8	,	,	PUNCT
iajs-2483	732	9	science	science	NOUN
iajs-2483	732	10	and	and	CCONJ
iajs-2483	732	11	engineering.2018	engineering.2018	PROPN
iajs-2483	732	12	,	,	PUNCT
iajs-2483	732	13	7	7	NUM
iajs-2483	732	14	,	,	PUNCT
iajs-2483	732	15	3	3	NUM
iajs-2483	732	16	,	,	PUNCT
iajs-2483	732	17	30	30	NUM
iajs-2483	732	18	-	-	SYM
iajs-2483	732	19	34	34	NUM
iajs-2483	732	20	.	.	NOUN
iajs-2483	732	21	19	19	NUM
iajs-2483	732	22	.	.	PUNCT
iajs-2483	733	1	juneja	juneja	PROPN
iajs-2483	733	2	,	,	PUNCT
iajs-2483	733	3	d.	d.	PROPN
iajs-2483	733	4	;	;	PUNCT
iajs-2483	733	5	singh	singh	PROPN
iajs-2483	733	6	,	,	PUNCT
iajs-2483	733	7	a.	a.	NOUN
iajs-2483	733	8	;	;	PUNCT
iajs-2483	733	9	singh	singh	PROPN
iajs-2483	733	10	,	,	PUNCT
iajs-2483	733	11	r.	r.	PROPN
iajs-2483	733	12	;	;	PUNCT
iajs-2483	733	13	mukherjee	mukherjee	PROPN
iajs-2483	733	14	,	,	PUNCT
iajs-2483	733	15	s.	s.	PROPN
iajs-2483	733	16	a	a	DET
iajs-2483	733	17	thorough	thorough	ADJ
iajs-2483	733	18	insight	insight	NOUN
iajs-2483	733	19	into	into	ADP
iajs-2483	733	20	theoretical	theoretical	ADJ
iajs-2483	733	21	and	and	CCONJ
iajs-2483	733	22	practical	practical	ADJ
iajs-2483	733	23	developments	development	NOUN
iajs-2483	733	24	in	in	ADP
iajs-2483	733	25	multiagent	multiagent	NOUN
iajs-2483	733	26	systems	system	NOUN
iajs-2483	733	27	.	.	PUNCT
iajs-2483	734	1	international	international	ADJ
iajs-2483	734	2	journal	journal	PROPN
iajs-2483	734	3	of	of	ADP
iajs-2483	734	4	ambient	ambient	ADJ
iajs-2483	734	5	computing	computing	NOUN
iajs-2483	734	6	and	and	CCONJ
iajs-2483	734	7	intelligence	intelligence	NOUN
iajs-2483	734	8	(	(	PUNCT
iajs-2483	734	9	ijaci).2017	ijaci).2017	PROPN
iajs-2483	734	10	,	,	PUNCT
iajs-2483	734	11	8	8	NUM
iajs-2483	734	12	,	,	PUNCT
iajs-2483	734	13	1	1	NUM
iajs-2483	734	14	,	,	PUNCT
iajs-2483	734	15	23	23	NUM
iajs-2483	734	16	-	-	SYM
iajs-2483	734	17	49	49	NUM
iajs-2483	734	18	.	.	PUNCT
iajs-2483	735	1	20	20	NUM
iajs-2483	735	2	.	.	PUNCT
iajs-2483	736	1	priyadarshana	priyadarshana	PROPN
iajs-2483	736	2	,	,	PUNCT
iajs-2483	736	3	h.	h.	PROPN
iajs-2483	736	4	,	,	PUNCT
iajs-2483	736	5	hemapala	hemapala	PROPN
iajs-2483	736	6	k.t.m.u	k.t.m.u	PROPN
iajs-2483	736	7	,	,	PUNCT
iajs-2483	736	8	wijayapala	wijayapala	PROPN
iajs-2483	736	9	w.d.a.s	w.d.a.s	PROPN
iajs-2483	736	10	.	.	PUNCT
iajs-2483	736	11	developing	develop	VERB
iajs-2483	736	12	multi	multi	ADJ
iajs-2483	736	13	-	-	ADJ
iajs-2483	736	14	agent	agent	ADJ
iajs-2483	736	15	based	base	VERB
iajs-2483	736	16	micro	micro	ADJ
iajs-2483	736	17	-	-	ADJ
iajs-2483	736	18	grid	grid	ADJ
iajs-2483	736	19	management	management	NOUN
iajs-2483	736	20	system	system	NOUN
iajs-2483	736	21	in	in	ADP
iajs-2483	736	22	jade	jade	NOUN
iajs-2483	736	23	.	.	PUNCT
iajs-2483	737	1	in	in	ADP
iajs-2483	737	2	2019	2019	NUM
iajs-2483	737	3	2nd	2nd	ADJ
iajs-2483	737	4	international	international	ADJ
iajs-2483	737	5	conference	conference	NOUN
iajs-2483	737	6	on	on	ADP
iajs-2483	737	7	power	power	NOUN
iajs-2483	737	8	and	and	CCONJ
iajs-2483	737	9	embedded	embed	VERB
iajs-2483	737	10	drive	drive	NOUN
iajs-2483	737	11	control	control	NOUN
iajs-2483	737	12	(	(	PUNCT
iajs-2483	737	13	icpedc	icpedc	PROPN
iajs-2483	737	14	)	)	PUNCT
iajs-2483	737	15	ieee	ieee	NOUN
iajs-2483	737	16	,	,	PUNCT
iajs-2483	737	17	2019	2019	NUM
iajs-2483	737	18	.	.	PUNCT
iajs-2483	738	1	21	21	NUM
iajs-2483	738	2	.	.	PUNCT
iajs-2483	739	1	nasir	nasir	PROPN
iajs-2483	739	2	,	,	PUNCT
iajs-2483	739	3	n.	n.	PROPN
iajs-2483	739	4	;	;	PUNCT
iajs-2483	739	5	ito	ito	PROPN
iajs-2483	739	6	,	,	PUNCT
iajs-2483	739	7	t.	t.	PROPN
iajs-2483	739	8	;	;	PUNCT
iajs-2483	739	9	hashim	hashim	PROPN
iajs-2483	739	10	,	,	PUNCT
iajs-2483	739	11	a.y.b	a.y.b	PROPN
iajs-2483	739	12	.	.	PUNCT
iajs-2483	740	1	agent	agent	NOUN
iajs-2483	740	2	-	-	PUNCT
iajs-2483	740	3	based	base	VERB
iajs-2483	740	4	communication	communication	NOUN
iajs-2483	740	5	in	in	ADP
iajs-2483	740	6	jade	jade	NOUN
iajs-2483	740	7	platform	platform	NOUN
iajs-2483	740	8	for	for	ADP
iajs-2483	740	9	manufacturing	manufacture	VERB
iajs-2483	740	10	processes,2015	processes,2015	NOUN
iajs-2483	740	11	.	.	PUNCT
iajs-2483	741	1	22	22	NUM
iajs-2483	741	2	.	.	PUNCT
iajs-2483	742	1	kazienko	kazienko	PROPN
iajs-2483	742	2	,	,	PUNCT
iajs-2483	742	3	p.	p.	NOUN
iajs-2483	742	4	multi	multi	ADJ
iajs-2483	742	5	-	-	ADJ
iajs-2483	742	6	agent	agent	ADJ
iajs-2483	742	7	system	system	NOUN
iajs-2483	742	8	for	for	ADP
iajs-2483	742	9	web	web	NOUN
iajs-2483	742	10	advertising	advertising	NOUN
iajs-2483	742	11	.	.	PUNCT
iajs-2483	743	1	in	in	ADP
iajs-2483	743	2	international	international	ADJ
iajs-2483	743	3	conference	conference	NOUN
iajs-2483	743	4	on	on	ADP
iajs-2483	743	5	knowledge	knowledge	NOUN
iajs-2483	743	6	-	-	PUNCT
iajs-2483	743	7	based	base	VERB
iajs-2483	743	8	and	and	CCONJ
iajs-2483	743	9	intelligent	intelligent	ADJ
iajs-2483	743	10	information	information	NOUN
iajs-2483	743	11	and	and	CCONJ
iajs-2483	743	12	engineering	engineering	NOUN
iajs-2483	743	13	systems,2005	systems,2005	NOUN
iajs-2483	743	14	.	.	PUNCT
iajs-2483	743	15	  	  	SPACE
iajs-2483	744	1	214	214	NUM
iajs-2483	744	2	ibn	ibn	PROPN
iajs-2483	744	3	al	al	PROPN
iajs-2483	744	4	-	-	PUNCT
iajs-2483	744	5	haitham	haitham	PROPN
iajs-2483	744	6	jour	jour	X
iajs-2483	744	7	.	.	PROPN
iajs-2483	744	8	for	for	ADP
iajs-2483	744	9	pure	pure	ADJ
iajs-2483	744	10	&	&	CCONJ
iajs-2483	744	11	appl	appl	PROPN
iajs-2483	744	12	.	.	PUNCT
iajs-2483	745	1	sci	sci	PROPN
iajs-2483	745	2	.	.	PROPN
iajs-2483	746	1	33	33	NUM
iajs-2483	746	2	(	(	PUNCT
iajs-2483	746	3	3	3	NUM
iajs-2483	746	4	)	)	PUNCT
iajs-2483	746	5	2020	2020	NUM
iajs-2483	746	6	23	23	NUM
iajs-2483	746	7	.	.	PUNCT
iajs-2483	747	1	maximilien	maximilien	PROPN
iajs-2483	747	2	,	,	PUNCT
iajs-2483	747	3	e.m	e.m	PROPN
iajs-2483	747	4	.	.	PROPN
iajs-2483	747	5	;	;	PUNCT
iajs-2483	747	6	singh	singh	PROPN
iajs-2483	747	7	,	,	PUNCT
iajs-2483	747	8	m.p	m.p	PROPN
iajs-2483	747	9	.	.	PROPN
iajs-2483	747	10	multiagent	multiagent	NOUN
iajs-2483	747	11	system	system	NOUN
iajs-2483	747	12	for	for	ADP
iajs-2483	747	13	dynamic	dynamic	ADJ
iajs-2483	747	14	web	web	NOUN
iajs-2483	747	15	services	service	NOUN
iajs-2483	747	16	selection	selection	NOUN
iajs-2483	747	17	.	.	PUNCT
iajs-2483	748	1	in	in	ADP
iajs-2483	748	2	proceedings	proceeding	NOUN
iajs-2483	748	3	of	of	ADP
iajs-2483	748	4	1st	1st	ADJ
iajs-2483	748	5	workshop	workshop	NOUN
iajs-2483	748	6	on	on	ADP
iajs-2483	748	7	service	service	NOUN
iajs-2483	748	8	-	-	PUNCT
iajs-2483	748	9	oriented	orient	VERB
iajs-2483	748	10	computing	computing	NOUN
iajs-2483	748	11	and	and	CCONJ
iajs-2483	748	12	agent	agent	NOUN
iajs-2483	748	13	-	-	PUNCT
iajs-2483	748	14	based	base	VERB
iajs-2483	748	15	engineering	engineering	NOUN
iajs-2483	748	16	(	(	PUNCT
iajs-2483	748	17	socabe	socabe	PROPN
iajs-2483	748	18	at	at	ADP
iajs-2483	748	19	aamas	aamas	PROPN
iajs-2483	748	20	)	)	PUNCT
iajs-2483	748	21	,	,	PUNCT
iajs-2483	748	22	2005	2005	NUM
iajs-2483	748	23	.	.	PUNCT
iajs-2483	749	1	24	24	NUM
iajs-2483	749	2	.	.	X
iajs-2483	749	3	alwadan	alwadan	PROPN
iajs-2483	749	4	,	,	PUNCT
iajs-2483	749	5	t.	t.	PROPN
iajs-2483	749	6	cloud	cloud	PROPN
iajs-2483	749	7	computing	computing	PROPN
iajs-2483	749	8	and	and	CCONJ
iajs-2483	749	9	multi	multi	ADJ
iajs-2483	749	10	-	-	ADJ
iajs-2483	749	11	agent	agent	ADJ
iajs-2483	749	12	system	system	NOUN
iajs-2483	749	13	:	:	PUNCT
iajs-2483	749	14	monitoring	monitoring	NOUN
iajs-2483	749	15	and	and	CCONJ
iajs-2483	749	16	services	service	NOUN
iajs-2483	749	17	.	.	PUNCT
iajs-2483	750	1	journal	journal	NOUN
iajs-2483	750	2	of	of	ADP
iajs-2483	750	3	theoretical	theoretical	ADJ
iajs-2483	750	4	and	and	CCONJ
iajs-2483	750	5	applied	apply	VERB
iajs-2483	750	6	information	information	NOUN
iajs-2483	750	7	technology,2018	technology,2018	ADP
iajs-2483	750	8	,	,	PUNCT
iajs-2483	750	9	96	96	NUM
iajs-2483	750	10	,	,	PUNCT
iajs-2483	750	11	05	05	NUM
iajs-2483	750	12	.	.	PROPN
iajs-2483	750	13	25	25	NUM
iajs-2483	750	14	.	.	PUNCT
iajs-2483	751	1	bousmah	bousmah	PROPN
iajs-2483	751	2	,	,	PUNCT
iajs-2483	751	3	m.	m.	NOUN
iajs-2483	751	4	;	;	PUNCT
iajs-2483	751	5	labouidya	labouidya	NOUN
iajs-2483	751	6	,	,	PUNCT
iajs-2483	751	7	o.	o.	PROPN
iajs-2483	751	8	;	;	PUNCT
iajs-2483	751	9	el	el	PROPN
iajs-2483	751	10	kamoun	kamoun	PROPN
iajs-2483	751	11	,	,	PUNCT
iajs-2483	751	12	n.	n.	PROPN
iajs-2483	751	13	design	design	NOUN
iajs-2483	751	14	of	of	ADP
iajs-2483	751	15	a	a	DET
iajs-2483	751	16	cloud	cloud	NOUN
iajs-2483	751	17	learning	learn	VERB
iajs-2483	751	18	system	system	NOUN
iajs-2483	751	19	based	base	VERB
iajs-2483	751	20	on	on	ADP
iajs-2483	751	21	multi	multi	ADJ
iajs-2483	751	22	-	-	ADJ
iajs-2483	751	23	agents	agent	NOUN
iajs-2483	751	24	approach	approach	NOUN
iajs-2483	751	25	.	.	PUNCT
iajs-2483	752	1	international	international	ADJ
iajs-2483	752	2	journal	journal	NOUN
iajs-2483	752	3	of	of	ADP
iajs-2483	752	4	advanced	advanced	ADJ
iajs-2483	752	5	computer	computer	NOUN
iajs-2483	752	6	science	science	NOUN
iajs-2483	752	7	and	and	CCONJ
iajs-2483	752	8	applications.2015	applications.2015	PROPN
iajs-2483	752	9	,	,	PUNCT
iajs-2483	752	10	6	6	NUM
iajs-2483	752	11	,	,	PUNCT
iajs-2483	752	12	3	3	NUM
iajs-2483	752	13	,	,	PUNCT
iajs-2483	752	14	20	20	NUM
iajs-2483	752	15	-	-	SYM
iajs-2483	752	16	26	26	NUM
iajs-2483	752	17	.	.	PUNCT
iajs-2483	753	1	26	26	NUM
iajs-2483	753	2	.	.	PUNCT
iajs-2483	754	1	helmy	helmy	ADJ
iajs-2483	754	2	,	,	PUNCT
iajs-2483	754	3	t.	t.	PROPN
iajs-2483	754	4	collaborative	collaborative	ADJ
iajs-2483	754	5	multi	multi	ADJ
iajs-2483	754	6	-	-	ADJ
iajs-2483	754	7	agent	agent	NOUN
iajs-2483	754	8	-	-	PUNCT
iajs-2483	754	9	based	base	VERB
iajs-2483	754	10	e	e	NOUN
iajs-2483	754	11	-	-	NOUN
iajs-2483	754	12	commerce	commerce	NOUN
iajs-2483	754	13	framework	framework	NOUN
iajs-2483	754	14	.	.	PUNCT
iajs-2483	755	1	int	int	NOUN
iajs-2483	755	2	.	.	PUNCT
iajs-2483	756	1	j.	j.	PROPN
iajs-2483	756	2	comput	comput	PROPN
iajs-2483	756	3	.	.	PUNCT
iajs-2483	757	1	syst	syst	PROPN
iajs-2483	757	2	.	.	PUNCT
iajs-2483	758	1	signal.2007	signal.2007	PROPN
iajs-2483	758	2	,	,	PUNCT
iajs-2483	758	3	8	8	NUM
iajs-2483	758	4	,	,	PUNCT
iajs-2483	758	5	1	1	NUM
iajs-2483	758	6	,	,	PUNCT
iajs-2483	758	7	2	2	NUM
iajs-2483	758	8	-	-	SYM
iajs-2483	758	9	12	12	NUM
iajs-2483	758	10	.	.	PUNCT
iajs-2483	759	1	27	27	NUM
iajs-2483	759	2	.	.	PUNCT
iajs-2483	760	1	jascanu	jascanu	PROPN
iajs-2483	760	2	,	,	PUNCT
iajs-2483	760	3	n.	n.	NOUN
iajs-2483	760	4	;	;	PUNCT
iajs-2483	760	5	jascanu	jascanu	PROPN
iajs-2483	760	6	,	,	PUNCT
iajs-2483	760	7	v.	v.	PROPN
iajs-2483	760	8	;	;	PUNCT
iajs-2483	760	9	nicolau	nicolau	PROPN
iajs-2483	760	10	,	,	PUNCT
iajs-2483	760	11	f.	f.	PROPN
iajs-2483	761	1	a	a	DET
iajs-2483	761	2	new	new	ADJ
iajs-2483	761	3	approach	approach	NOUN
iajs-2483	761	4	to	to	ADP
iajs-2483	761	5	e	e	NOUN
iajs-2483	761	6	-	-	NOUN
iajs-2483	761	7	commerce	commerce	ADJ
iajs-2483	761	8	multi	multi	ADJ
iajs-2483	761	9	-	-	ADJ
iajs-2483	761	10	agent	agent	ADJ
iajs-2483	761	11	systems	system	NOUN
iajs-2483	761	12	,	,	PUNCT
iajs-2483	761	13	2007	2007	NUM
iajs-2483	761	14	.	.	PUNCT
iajs-2483	762	1	28	28	NUM
iajs-2483	762	2	.	.	PUNCT
iajs-2483	763	1	mohammed	mohammed	PROPN
iajs-2483	763	2	,	,	PUNCT
iajs-2483	763	3	r.	r.	PROPN
iajs-2483	763	4	;	;	PUNCT
iajs-2483	763	5	said	say	VERB
iajs-2483	763	6	,	,	PUNCT
iajs-2483	763	7	a.	a.	NOUN
iajs-2483	763	8	an	an	DET
iajs-2483	763	9	adaptative	adaptative	ADJ
iajs-2483	763	10	multi	multi	ADJ
iajs-2483	763	11	-	-	ADJ
iajs-2483	763	12	agent	agent	ADJ
iajs-2483	763	13	system	system	NOUN
iajs-2483	763	14	approach	approach	NOUN
iajs-2483	763	15	for	for	ADP
iajs-2483	763	16	image	image	NOUN
iajs-2483	763	17	segmentation	segmentation	NOUN
iajs-2483	763	18	.	.	PUNCT
iajs-2483	764	1	international	international	ADJ
iajs-2483	764	2	journal	journal	NOUN
iajs-2483	764	3	of	of	ADP
iajs-2483	764	4	computer	computer	PROPN
iajs-2483	764	5	applications.2012	applications.2012	PROPN
iajs-2483	764	6	,	,	PUNCT
iajs-2483	764	7	51	51	NUM
iajs-2483	764	8	,	,	PUNCT
iajs-2483	764	9	12	12	NUM
iajs-2483	764	10	.	.	NOUN
iajs-2483	764	11	29	29	NUM
iajs-2483	764	12	.	.	PUNCT
iajs-2483	765	1	chitsaz	chitsaz	NOUN
iajs-2483	765	2	,	,	PUNCT
iajs-2483	765	3	m.	m.	NOUN
iajs-2483	765	4	;	;	PUNCT
iajs-2483	765	5	woo	woo	PROPN
iajs-2483	765	6	,	,	PUNCT
iajs-2483	765	7	c.-s	c.-	NOUN
iajs-2483	765	8	.	.	PUNCT
iajs-2483	766	1	medical	medical	ADJ
iajs-2483	766	2	image	image	NOUN
iajs-2483	766	3	segmentation	segmentation	NOUN
iajs-2483	766	4	using	use	VERB
iajs-2483	766	5	a	a	DET
iajs-2483	766	6	multi	multi	ADJ
iajs-2483	766	7	-	-	ADJ
iajs-2483	766	8	agent	agent	ADJ
iajs-2483	766	9	system	system	NOUN
iajs-2483	766	10	approach	approach	NOUN
iajs-2483	766	11	.	.	PUNCT
iajs-2483	767	1	int	int	NOUN
iajs-2483	767	2	.	.	PUNCT
iajs-2483	768	1	arab	arab	PROPN
iajs-2483	768	2	j.	j.	PROPN
iajs-2483	768	3	inf	inf	PROPN
iajs-2483	768	4	.	.	PUNCT
iajs-2483	769	1	technol.2013	technol.2013	PROPN
iajs-2483	769	2	,	,	PUNCT
iajs-2483	769	3	10	10	NUM
iajs-2483	769	4	,	,	PUNCT
iajs-2483	769	5	3	3	NUM
iajs-2483	769	6	,	,	PUNCT
iajs-2483	769	7	222	222	NUM
iajs-2483	769	8	-	-	SYM
iajs-2483	769	9	229	229	NUM
iajs-2483	769	10	.	.	PUNCT
iajs-2483	770	1	30	30	NUM
iajs-2483	770	2	.	.	PUNCT
iajs-2483	771	1	isaza	isaza	PROPN
iajs-2483	771	2	,	,	PUNCT
iajs-2483	771	3	g.	g.	PROPN
iajs-2483	771	4	;	;	PUNCT
iajs-2483	771	5	et	et	PROPN
iajs-2483	771	6	al	al	PROPN
iajs-2483	771	7	.	.	PUNCT
iajs-2483	771	8	network	network	NOUN
iajs-2483	771	9	management	management	NOUN
iajs-2483	771	10	using	use	VERB
iajs-2483	771	11	multi	multi	ADJ
iajs-2483	771	12	-	-	ADJ
iajs-2483	771	13	agents	agent	NOUN
iajs-2483	771	14	system	system	NOUN
iajs-2483	771	15	.	.	PUNCT
iajs-2483	772	1	adcaij	adcaij	ADJ
iajs-2483	772	2	:	:	PUNCT
iajs-2483	772	3	advances	advance	NOUN
iajs-2483	772	4	in	in	ADP
iajs-2483	772	5	distributed	distribute	VERB
iajs-2483	772	6	computing	computing	NOUN
iajs-2483	772	7	and	and	CCONJ
iajs-2483	772	8	artificial	artificial	ADJ
iajs-2483	772	9	intelligence	intelligence	NOUN
iajs-2483	772	10	journal.2012	journal.2012	PROPN
iajs-2483	772	11	,	,	PUNCT
iajs-2483	772	12	1	1	NUM
iajs-2483	772	13	,	,	PUNCT
iajs-2483	772	14	3	3	NUM
iajs-2483	772	15	,	,	PUNCT
iajs-2483	772	16	49	49	NUM
iajs-2483	772	17	-	-	SYM
iajs-2483	772	18	54	54	NUM
iajs-2483	772	19	.	.	PUNCT
iajs-2483	773	1	31	31	NUM
iajs-2483	773	2	.	.	PUNCT
iajs-2483	774	1	salazar	salazar	NOUN
iajs-2483	774	2	,	,	PUNCT
iajs-2483	774	3	l.a.c	l.a.c	VERB
iajs-2483	774	4	.	.	PUNCT
iajs-2483	774	5	;	;	PUNCT
iajs-2483	774	6	et	et	PROPN
iajs-2483	774	7	al	al	PROPN
iajs-2483	774	8	.	.	PROPN
iajs-2483	774	9	,	,	PUNCT
iajs-2483	774	10	platform	platform	NOUN
iajs-2483	774	11	independent	independent	ADJ
iajs-2483	774	12	multi	multi	ADJ
iajs-2483	774	13	-	-	ADJ
iajs-2483	774	14	agent	agent	ADJ
iajs-2483	774	15	system	system	NOUN
iajs-2483	774	16	for	for	ADP
iajs-2483	774	17	robust	robust	ADJ
iajs-2483	774	18	networks	network	NOUN
iajs-2483	774	19	of	of	ADP
iajs-2483	774	20	production	production	NOUN
iajs-2483	774	21	systems	system	NOUN
iajs-2483	774	22	.	.	PUNCT
iajs-2483	775	1	ifac	ifac	NOUN
iajs-2483	775	2	-	-	PUNCT
iajs-2483	775	3	papersonline.2018	papersonline.2018	PROPN
iajs-2483	775	4	,	,	PUNCT
iajs-2483	775	5	51	51	NUM
iajs-2483	775	6	,	,	PUNCT
iajs-2483	775	7	11	11	NUM
iajs-2483	775	8	,	,	PUNCT
iajs-2483	775	9	1261	1261	NUM
iajs-2483	775	10	-	-	SYM
iajs-2483	775	11	1268	1268	NUM
iajs-2483	775	12	.	.	PUNCT