id	sid	tid	token	lemma	pos
fsr-3817	1	1	pii	pii	PROPN
fsr-3817	1	2	:	:	PUNCT
fsr-3817	1	3	s1057	s1057	NOUN
fsr-3817	1	4	-	-	PUNCT
fsr-3817	1	5	0810(97)90021	0810(97)90021	NOUN
fsr-3817	1	6	-	-	PUNCT
fsr-3817	1	7	4	4	NUM
fsr-3817	1	8	financial	financial	ADJ
fsr-3817	1	9	services	service	NOUN
fsr-3817	1	10	review	review	NOUN
fsr-3817	1	11	,	,	PUNCT
fsr-3817	1	12	6(2	6(2	NUM
fsr-3817	1	13	):	):	PUNCT
fsr-3817	1	14	97	97	NUM
fsr-3817	1	15	-	-	SYM
fsr-3817	1	16	107	107	NUM
fsr-3817	1	17	copyright	copyright	NOUN
fsr-3817	1	18	0	0	NUM
fsr-3817	1	19	1997	1997	NUM
fsr-3817	1	20	by	by	ADP
fsr-3817	1	21	jai	jai	PROPN
fsr-3817	1	22	press	press	PROPN
fsr-3817	1	23	inc	inc	PROPN
fsr-3817	1	24	.	.	PROPN
fsr-3817	1	25	issn	issn	PROPN
fsr-3817	1	26	:	:	PUNCT
fsr-3817	1	27	1057	1057	NUM
fsr-3817	1	28	-	-	SYM
fsr-3817	1	29	0810	0810	NUM
fsr-3817	1	30	all	all	DET
fsr-3817	1	31	rights	right	NOUN
fsr-3817	1	32	of	of	ADP
fsr-3817	1	33	reproduction	reproduction	NOUN
fsr-3817	1	34	in	in	ADP
fsr-3817	1	35	any	any	DET
fsr-3817	1	36	form	form	NOUN
fsr-3817	1	37	reserved	reserve	VERB
fsr-3817	1	38	.	.	PUNCT
fsr-3817	2	1	an	an	DET
fsr-3817	2	2	application	application	NOUN
fsr-3817	2	3	of	of	ADP
fsr-3817	2	4	fuzzy	fuzzy	ADJ
fsr-3817	2	5	set	set	NOUN
fsr-3817	2	6	theory	theory	NOUN
fsr-3817	2	7	to	to	ADP
fsr-3817	2	8	the	the	DET
fsr-3817	2	9	individual	individual	ADJ
fsr-3817	2	10	investor	investor	NOUN
fsr-3817	2	11	problem	problem	NOUN
fsr-3817	2	12	manuel	manuel	NOUN
fsr-3817	2	13	tarrazo	tarrazo	NOUN
fsr-3817	2	14	this	this	DET
fsr-3817	2	15	study	study	NOUN
fsr-3817	2	16	reviews	review	VERB
fsr-3817	2	17	the	the	DET
fsr-3817	2	18	problem	problem	NOUN
fsr-3817	2	19	of	of	ADP
fsr-3817	2	20	the	the	DET
fsr-3817	2	21	individual	individual	ADJ
fsr-3817	2	22	investor	investor	NOUN
fsr-3817	2	23	and	and	CCONJ
fsr-3817	2	24	applies	apply	VERB
fsr-3817	2	25	to	to	ADP
fsr-3817	2	26	it	it	PRON
fsr-3817	2	27	a	a	DET
fsr-3817	2	28	methodol	methodol	NOUN
fsr-3817	2	29	ogy	ogy	NOUN
fsr-3817	2	30	based	base	VERB
fsr-3817	2	31	on	on	ADP
fsr-3817	2	32	fuzzy	fuzzy	ADJ
fsr-3817	2	33	sets	set	NOUN
fsr-3817	2	34	and	and	CCONJ
fsr-3817	2	35	the	the	DET
fsr-3817	2	36	theory	theory	NOUN
fsr-3817	2	37	of	of	ADP
fsr-3817	2	38	possibility	possibility	NOUN
fsr-3817	2	39	.	.	PUNCT
fsr-3817	3	1	the	the	DET
fsr-3817	3	2	investment	investment	NOUN
fsr-3817	3	3	decision	decision	NOUN
fsr-3817	3	4	is	be	AUX
fsr-3817	3	5	characterized	characterize	VERB
fsr-3817	3	6	by	by	ADP
fsr-3817	3	7	uncertainty	uncertainty	NOUN
fsr-3817	3	8	,	,	PUNCT
fsr-3817	3	9	imprecision	imprecision	NOUN
fsr-3817	3	10	and	and	CCONJ
fsr-3817	3	11	complexity	complexity	NOUN
fsr-3817	3	12	,	,	PUNCT
fsr-3817	3	13	which	which	PRON
fsr-3817	3	14	lessen	lessen	VERB
fsr-3817	3	15	the	the	DET
fsr-3817	3	16	eflective	eflective	ADJ
fsr-3817	3	17	ness	ness	NOUN
fsr-3817	3	18	of	of	ADP
fsr-3817	3	19	conventional	conventional	ADJ
fsr-3817	3	20	calculus	calculus	NOUN
fsr-3817	3	21	andprobability	andprobability	NOUN
fsr-3817	3	22	tools	tool	NOUN
fsr-3817	3	23	.	.	PUNCT
fsr-3817	4	1	in	in	ADP
fsr-3817	4	2	contrast	contrast	NOUN
fsr-3817	4	3	,	,	PUNCT
fsr-3817	4	4	fuzzy	fuzzy	ADJ
fsr-3817	4	5	set	set	NOUN
fsr-3817	4	6	theory	theory	NOUN
fsr-3817	4	7	and	and	CCONJ
fsr-3817	4	8	its	its	PRON
fsr-3817	4	9	modeling	modeling	NOUN
fsr-3817	4	10	language	language	NOUN
fsr-3817	4	11	provide	provide	VERB
fsr-3817	4	12	objects	object	NOUN
fsr-3817	4	13	of	of	ADP
fsr-3817	4	14	analysis	analysis	NOUN
fsr-3817	4	15	and	and	CCONJ
fsr-3817	4	16	algebra	algebra	NOUN
fsr-3817	4	17	that	that	PRON
fsr-3817	4	18	are	be	AUX
fsr-3817	4	19	well	well	ADV
fsr-3817	4	20	suited	suited	ADJ
fsr-3817	4	21	to	to	ADP
fsr-3817	4	22	this	this	DET
fsr-3817	4	23	problem	problem	NOUN
fsr-3817	4	24	.	.	PUNCT
fsr-3817	5	1	new	new	ADJ
fsr-3817	5	2	concepts	concept	NOUN
fsr-3817	5	3	such	such	ADJ
fsr-3817	5	4	as	as	ADP
fsr-3817	5	5	‘	'	PUNCT
fsr-3817	5	6	fuzzy	fuzzy	ADJ
fsr-3817	5	7	portfolio	portfolio	NOUN
fsr-3817	5	8	weights	weight	NOUN
fsr-3817	5	9	”	"	PUNCT
fsr-3817	5	10	are	be	AUX
fsr-3817	5	11	introduced	introduce	VERB
fsr-3817	5	12	.	.	PUNCT
fsr-3817	6	1	the	the	DET
fsr-3817	6	2	result	result	NOUN
fsr-3817	6	3	of	of	ADP
fsr-3817	6	4	our	our	PRON
fsr-3817	6	5	research	research	NOUN
fsr-3817	6	6	is	be	AUX
fsr-3817	6	7	a	a	DET
fsr-3817	6	8	qualitative	qualitative	NOUN
fsr-3817	6	9	,	,	PUNCT
fsr-3817	6	10	general	general	ADJ
fsr-3817	6	11	,	,	PUNCT
fsr-3817	6	12	and	and	CCONJ
fsr-3817	6	13	practical	practical	ADJ
fsr-3817	6	14	model	model	NOUN
fsr-3817	6	15	for	for	ADP
fsr-3817	6	16	individual	individual	ADJ
fsr-3817	6	17	investors	investor	NOUN
fsr-3817	6	18	’	'	PUNCT
fsr-3817	6	19	decision	decision	NOUN
fsr-3817	6	20	making	making	NOUN
fsr-3817	6	21	,	,	PUNCT
fsr-3817	6	22	which	which	PRON
fsr-3817	6	23	is	be	AUX
fsr-3817	6	24	based	base	VERB
fsr-3817	6	25	on	on	ADP
fsr-3817	6	26	smith	smith	PROPN
fsr-3817	6	27	’s	’s	PART
fsr-3817	6	28	(	(	PUNCT
fsr-3817	6	29	1974	1974	NUM
fsr-3817	6	30	)	)	PUNCT
fsr-3817	6	31	asset	asset	NOUN
fsr-3817	6	32	-	-	PUNCT
fsr-3817	6	33	mix	mix	NOUN
fsr-3817	6	34	model	model	NOUN
fsr-3817	6	35	.	.	PUNCT
fsr-3817	7	1	i.	i.	PROPN
fsr-3817	7	2	introduction	introduction	PROPN
fsr-3817	7	3	financial	financial	ADJ
fsr-3817	7	4	planning	planning	NOUN
fsr-3817	7	5	and	and	CCONJ
fsr-3817	7	6	investing	investing	NOUN
fsr-3817	7	7	have	have	AUX
fsr-3817	7	8	not	not	PART
fsr-3817	7	9	become	become	VERB
fsr-3817	7	10	any	any	ADV
fsr-3817	7	11	easier	easy	ADJ
fsr-3817	7	12	.	.	PUNCT
fsr-3817	8	1	the	the	DET
fsr-3817	8	2	stakes	stake	NOUN
fsr-3817	8	3	seem	seem	VERB
fsr-3817	8	4	higher	high	ADJ
fsr-3817	8	5	today	today	NOUN
fsr-3817	8	6	because	because	SCONJ
fsr-3817	8	7	“	"	PUNCT
fsr-3817	8	8	normal	normal	ADJ
fsr-3817	8	9	”	"	PUNCT
fsr-3817	8	10	standards	standard	NOUN
fsr-3817	8	11	of	of	ADP
fsr-3817	8	12	living	living	NOUN
fsr-3817	8	13	require	require	VERB
fsr-3817	8	14	more	more	ADJ
fsr-3817	8	15	funds	fund	NOUN
fsr-3817	8	16	than	than	ADP
fsr-3817	8	17	ever	ever	ADV
fsr-3817	8	18	.	.	PUNCT
fsr-3817	9	1	there	there	PRON
fsr-3817	9	2	are	be	VERB
fsr-3817	9	3	uncer	uncer	ADJ
fsr-3817	9	4	tainties	taintie	NOUN
fsr-3817	9	5	regarding	regard	VERB
fsr-3817	9	6	social	social	ADJ
fsr-3817	9	7	security	security	NOUN
fsr-3817	9	8	and	and	CCONJ
fsr-3817	9	9	the	the	DET
fsr-3817	9	10	health	health	NOUN
fsr-3817	9	11	system	system	NOUN
fsr-3817	9	12	,	,	PUNCT
fsr-3817	9	13	and	and	CCONJ
fsr-3817	9	14	insecurity	insecurity	NOUN
fsr-3817	9	15	regarding	regard	VERB
fsr-3817	9	16	job	job	NOUN
fsr-3817	9	17	per	per	ADP
fsr-3817	9	18	manency	manency	NOUN
fsr-3817	9	19	.	.	PUNCT
fsr-3817	10	1	therefore	therefore	ADV
fsr-3817	10	2	,	,	PUNCT
fsr-3817	10	3	individuals	individual	NOUN
fsr-3817	10	4	must	must	AUX
fsr-3817	10	5	assume	assume	VERB
fsr-3817	10	6	greater	great	ADJ
fsr-3817	10	7	responsibility	responsibility	NOUN
fsr-3817	10	8	for	for	ADP
fsr-3817	10	9	their	their	PRON
fsr-3817	10	10	future	future	NOUN
fsr-3817	10	11	.	.	PUNCT
fsr-3817	11	1	with	with	ADP
fsr-3817	11	2	respect	respect	NOUN
fsr-3817	11	3	to	to	ADP
fsr-3817	11	4	previous	previous	ADJ
fsr-3817	11	5	research	research	NOUN
fsr-3817	11	6	,	,	PUNCT
fsr-3817	11	7	the	the	DET
fsr-3817	11	8	first	first	ADJ
fsr-3817	11	9	model	model	NOUN
fsr-3817	11	10	developed	develop	VERB
fsr-3817	11	11	to	to	PART
fsr-3817	11	12	assist	assist	VERB
fsr-3817	11	13	investors	investor	NOUN
fsr-3817	11	14	in	in	ADP
fsr-3817	11	15	secu	secu	PROPN
fsr-3817	11	16	rity	rity	NOUN
fsr-3817	11	17	selection	selection	NOUN
fsr-3817	11	18	is	be	AUX
fsr-3817	11	19	owed	owe	VERB
fsr-3817	11	20	to	to	ADP
fsr-3817	11	21	markowitz	markowitz	PROPN
fsr-3817	11	22	(	(	PUNCT
fsr-3817	11	23	1959	1959	NUM
fsr-3817	11	24	,	,	PUNCT
fsr-3817	11	25	1991	1991	NUM
fsr-3817	11	26	)	)	PUNCT
fsr-3817	11	27	and	and	CCONJ
fsr-3817	11	28	is	be	AUX
fsr-3817	11	29	part	part	NOUN
fsr-3817	11	30	of	of	ADP
fsr-3817	11	31	what	what	PRON
fsr-3817	11	32	is	be	AUX
fsr-3817	11	33	known	know	VERB
fsr-3817	11	34	as	as	ADP
fsr-3817	11	35	portfolio	portfolio	NOUN
fsr-3817	11	36	management	management	NOUN
fsr-3817	11	37	.	.	PUNCT
fsr-3817	12	1	considerations	consideration	NOUN
fsr-3817	12	2	regarding	regard	VERB
fsr-3817	12	3	transaction	transaction	NOUN
fsr-3817	12	4	costs	cost	NOUN
fsr-3817	12	5	and	and	CCONJ
fsr-3817	12	6	minimum	minimum	NOUN
fsr-3817	12	7	budgets	budget	NOUN
fsr-3817	12	8	needed	need	VERB
fsr-3817	12	9	to	to	PART
fsr-3817	12	10	achieve	achieve	VERB
fsr-3817	12	11	diversification	diversification	NOUN
fsr-3817	12	12	made	make	VERB
fsr-3817	12	13	portfolio	portfolio	NOUN
fsr-3817	12	14	management	management	NOUN
fsr-3817	12	15	most	most	ADV
fsr-3817	12	16	useful	useful	ADJ
fsr-3817	12	17	to	to	ADP
fsr-3817	12	18	large	large	ADJ
fsr-3817	12	19	or	or	CCONJ
fsr-3817	12	20	institutional	institutional	ADJ
fsr-3817	12	21	investors	investor	NOUN
fsr-3817	12	22	.	.	PUNCT
fsr-3817	13	1	the	the	DET
fsr-3817	13	2	literature	literature	NOUN
fsr-3817	13	3	on	on	ADP
fsr-3817	13	4	limited	limited	ADJ
fsr-3817	13	5	diversification	diversification	NOUN
fsr-3817	13	6	tries	try	VERB
fsr-3817	13	7	to	to	PART
fsr-3817	13	8	adapt	adapt	VERB
fsr-3817	13	9	portfolio	portfolio	NOUN
fsr-3817	13	10	theory	theory	NOUN
fsr-3817	13	11	to	to	ADP
fsr-3817	13	12	small	small	ADJ
fsr-3817	13	13	investors	investor	NOUN
fsr-3817	13	14	as	as	ADP
fsr-3817	13	15	in	in	ADV
fsr-3817	13	16	,	,	PUNCT
fsr-3817	13	17	for	for	ADP
fsr-3817	13	18	example	example	NOUN
fsr-3817	13	19	,	,	PUNCT
fsr-3817	13	20	jacob	jacob	PROPN
fsr-3817	13	21	(	(	PUNCT
fsr-3817	13	22	1974	1974	NUM
fsr-3817	13	23	)	)	PUNCT
fsr-3817	13	24	and	and	CCONJ
fsr-3817	13	25	brennan	brennan	PROPN
fsr-3817	13	26	(	(	PUNCT
fsr-3817	13	27	1975	1975	NUM
fsr-3817	13	28	)	)	PUNCT
fsr-3817	13	29	.	.	PUNCT
fsr-3817	14	1	in	in	ADP
fsr-3817	14	2	spite	spite	NOUN
fsr-3817	14	3	of	of	ADP
fsr-3817	14	4	their	their	PRON
fsr-3817	14	5	practicality	practicality	NOUN
fsr-3817	14	6	,	,	PUNCT
fsr-3817	14	7	interest	interest	NOUN
fsr-3817	14	8	devoted	devote	VERB
fsr-3817	14	9	to	to	ADP
fsr-3817	14	10	limited	limited	ADJ
fsr-3817	14	11	diversification	diversification	NOUN
fsr-3817	14	12	models	model	NOUN
fsr-3817	14	13	waned	wane	VERB
fsr-3817	14	14	with	with	ADP
fsr-3817	14	15	the	the	DET
fsr-3817	14	16	arrival	arrival	NOUN
fsr-3817	14	17	of	of	ADP
fsr-3817	14	18	mutual	mutual	ADJ
fsr-3817	14	19	funds	fund	NOUN
fsr-3817	14	20	.	.	PUNCT
fsr-3817	15	1	shortcomings	shortcoming	NOUN
fsr-3817	15	2	of	of	ADP
fsr-3817	15	3	the	the	DET
fsr-3817	15	4	methodology	methodology	NOUN
fsr-3817	15	5	employed	employ	VERB
fsr-3817	15	6	also	also	ADV
fsr-3817	15	7	exacted	exact	VERB
fsr-3817	15	8	a	a	DET
fsr-3817	15	9	high	high	ADJ
fsr-3817	15	10	price	price	NOUN
fsr-3817	15	11	in	in	ADP
fsr-3817	15	12	terms	term	NOUN
fsr-3817	15	13	of	of	ADP
fsr-3817	15	14	analytical	analytical	ADJ
fsr-3817	15	15	and	and	CCONJ
fsr-3817	15	16	computational	computational	ADJ
fsr-3817	15	17	cost	cost	NOUN
fsr-3817	15	18	,	,	PUNCT
fsr-3817	15	19	as	as	ADP
fsr-3817	15	20	in	in	ADP
fsr-3817	15	21	the	the	DET
fsr-3817	15	22	model	model	NOUN
fsr-3817	15	23	by	by	ADP
fsr-3817	15	24	pogue	pogue	PROPN
fsr-3817	15	25	(	(	PUNCT
fsr-3817	15	26	1970	1970	NUM
fsr-3817	15	27	)	)	PUNCT
fsr-3817	15	28	and	and	CCONJ
fsr-3817	15	29	precluded	preclude	VERB
fsr-3817	15	30	further	further	ADJ
fsr-3817	15	31	advancement	advancement	NOUN
fsr-3817	15	32	.	.	PUNCT
fsr-3817	16	1	state	state	NOUN
fsr-3817	16	2	-	-	PUNCT
fsr-3817	16	3	preference	preference	NOUN
fsr-3817	16	4	models	model	NOUN
fsr-3817	16	5	were	be	AUX
fsr-3817	16	6	developed	develop	VERB
fsr-3817	16	7	to	to	PART
fsr-3817	16	8	cope	cope	VERB
fsr-3817	16	9	with	with	ADP
fsr-3817	16	10	uncertainty	uncertainty	NOUN
fsr-3817	16	11	regarding	regard	VERB
fsr-3817	16	12	the	the	DET
fsr-3817	16	13	environment	environment	NOUN
fsr-3817	16	14	where	where	SCONJ
fsr-3817	16	15	investment	investment	NOUN
fsr-3817	16	16	decisions	decision	NOUN
fsr-3817	16	17	take	take	VERB
fsr-3817	16	18	place	place	NOUN
fsr-3817	16	19	,	,	PUNCT
fsr-3817	16	20	hirshleifer	hirshleifer	NOUN
fsr-3817	16	21	(	(	PUNCT
fsr-3817	16	22	1965	1965	NUM
fsr-3817	16	23	)	)	PUNCT
fsr-3817	16	24	,	,	PUNCT
fsr-3817	16	25	myers	myers	PROPN
fsr-3817	16	26	(	(	PUNCT
fsr-3817	16	27	1968	1968	NUM
fsr-3817	16	28	)	)	PUNCT
fsr-3817	16	29	,	,	PUNCT
fsr-3817	16	30	and	and	CCONJ
fsr-3817	16	31	kraus	kraus	PROPN
fsr-3817	16	32	and	and	CCONJ
fsr-3817	16	33	litzenberger	litzenberger	NOUN
fsr-3817	16	34	(	(	PUNCT
fsr-3817	16	35	1975	1975	NUM
fsr-3817	16	36	)	)	PUNCT
fsr-3817	16	37	.	.	PUNCT
fsr-3817	17	1	state	state	NOUN
fsr-3817	17	2	-	-	PUNCT
fsr-3817	17	3	preference	preference	NOUN
fsr-3817	17	4	models	model	NOUN
fsr-3817	17	5	can	can	AUX
fsr-3817	17	6	not	not	PART
fsr-3817	17	7	be	be	AUX
fsr-3817	17	8	used	use	VERB
fsr-3817	17	9	in	in	ADP
fsr-3817	17	10	actual	actual	ADJ
fsr-3817	17	11	investment	investment	NOUN
fsr-3817	17	12	decisions	decision	NOUN
fsr-3817	17	13	because	because	SCONJ
fsr-3817	17	14	they	they	PRON
fsr-3817	17	15	are	be	AUX
fsr-3817	17	16	too	too	ADV
fsr-3817	17	17	precise	precise	ADJ
fsr-3817	17	18	,	,	PUNCT
fsr-3817	17	19	use	use	VERB
fsr-3817	17	20	utility	utility	NOUN
fsr-3817	17	21	functions	function	NOUN
fsr-3817	17	22	,	,	PUNCT
fsr-3817	17	23	manuel	manuel	PROPN
fsr-3817	17	24	tarrazo	tarrazo	PROPN
fsr-3817	17	25	,	,	PUNCT
fsr-3817	17	26	ph.d	ph.d	PROPN
fsr-3817	17	27	.	.	PUNCT
fsr-3817	18	1	l	l	PROPN
fsr-3817	18	2	assistant	assistant	NOUN
fsr-3817	18	3	professor	professor	NOUN
fsr-3817	18	4	of	of	ADP
fsr-3817	18	5	finance	finance	NOUN
fsr-3817	18	6	,	,	PUNCT
fsr-3817	18	7	mclaren	mclaren	PROPN
fsr-3817	18	8	school	school	PROPN
fsr-3817	18	9	of	of	ADP
fsr-3817	18	10	business	business	NOUN
fsr-3817	18	11	,	,	PUNCT
fsr-3817	18	12	university	university	PROPN
fsr-3817	18	13	of	of	ADP
fsr-3817	18	14	san	san	PROPN
fsr-3817	18	15	francisco	francisco	PROPN
fsr-3817	18	16	,	,	PUNCT
fsr-3817	19	1	2130	2130	NUM
fsr-3817	19	2	fulton	fulton	PROPN
fsr-3817	19	3	st	st	PROPN
fsr-3817	19	4	.	.	PROPN
fsr-3817	19	5	,	,	PUNCT
fsr-3817	19	6	san	san	PROPN
fsr-3817	19	7	francisco	francisco	PROPN
fsr-3817	19	8	,	,	PUNCT
fsr-3817	19	9	ca	ca	NOUN
fsr-3817	19	10	94117	94117	NUM
fsr-3817	19	11	-	-	SYM
fsr-3817	19	12	1080	1080	NUM
fsr-3817	19	13	;	;	PUNCT
fsr-3817	19	14	e	e	X
fsr-3817	19	15	-	-	NOUN
fsr-3817	19	16	mail	mail	NOUN
fsr-3817	19	17	:	:	PUNCT
fsr-3817	19	18	tarrazom@usfca.edu	tarrazom@usfca.edu	PROPN
fsr-3817	19	19	.	.	PROPN
fsr-3817	19	20	98	98	NUM
fsr-3817	19	21	financial	financial	ADJ
fsr-3817	19	22	services	service	NOUN
fsr-3817	19	23	review	review	VERB
fsr-3817	19	24	6(2	6(2	NUM
fsr-3817	19	25	)	)	PUNCT
fsr-3817	19	26	1997	1997	NUM
fsr-3817	19	27	and	and	CCONJ
fsr-3817	19	28	require	require	VERB
fsr-3817	19	29	perfect	perfect	ADJ
fsr-3817	19	30	knowledge	knowledge	NOUN
fsr-3817	19	31	(	(	PUNCT
fsr-3817	19	32	including	include	VERB
fsr-3817	19	33	returns	return	NOUN
fsr-3817	19	34	on	on	ADP
fsr-3817	19	35	contingent	contingent	ADJ
fsr-3817	19	36	securities	security	NOUN
fsr-3817	19	37	that	that	PRON
fsr-3817	19	38	are	be	AUX
fsr-3817	19	39	not	not	PART
fsr-3817	19	40	risky	risky	ADJ
fsr-3817	19	41	themselves	themselves	PRON
fsr-3817	19	42	)	)	PUNCT
fsr-3817	19	43	.	.	PUNCT
fsr-3817	20	1	lastly	lastly	ADV
fsr-3817	20	2	,	,	PUNCT
fsr-3817	20	3	they	they	PRON
fsr-3817	20	4	require	require	VERB
fsr-3817	20	5	the	the	DET
fsr-3817	20	6	user	user	NOUN
fsr-3817	20	7	to	to	PART
fsr-3817	20	8	input	input	VERB
fsr-3817	20	9	the	the	DET
fsr-3817	20	10	very	very	ADV
fsr-3817	20	11	key	key	ADJ
fsr-3817	20	12	item	item	NOUN
fsr-3817	20	13	the	the	DET
fsr-3817	20	14	model	model	NOUN
fsr-3817	20	15	should	should	AUX
fsr-3817	20	16	pro	pro	VERB
fsr-3817	20	17	vide	vide	NOUN
fsr-3817	20	18	:	:	PUNCT
fsr-3817	20	19	the	the	DET
fsr-3817	20	20	optimal	optimal	ADJ
fsr-3817	20	21	weights	weight	NOUN
fsr-3817	20	22	for	for	ADP
fsr-3817	20	23	the	the	DET
fsr-3817	20	24	portfolio	portfolio	NOUN
fsr-3817	20	25	.	.	PUNCT
fsr-3817	21	1	zadeh	zadeh	PROPN
fsr-3817	21	2	(	(	PUNCT
fsr-3817	21	3	1965	1965	NUM
fsr-3817	21	4	)	)	PUNCT
fsr-3817	21	5	is	be	AUX
fsr-3817	21	6	the	the	DET
fsr-3817	21	7	seminal	seminal	ADJ
fsr-3817	21	8	study	study	NOUN
fsr-3817	21	9	on	on	ADP
fsr-3817	21	10	fuzzy	fuzzy	ADJ
fsr-3817	21	11	sets	set	NOUN
fsr-3817	21	12	.	.	PUNCT
fsr-3817	22	1	the	the	DET
fsr-3817	22	2	inability	inability	NOUN
fsr-3817	22	3	of	of	ADP
fsr-3817	22	4	the	the	DET
fsr-3817	22	5	conventional	conventional	ADJ
fsr-3817	22	6	mathematical	mathematical	ADJ
fsr-3817	22	7	apparatus	apparatus	NOUN
fsr-3817	22	8	to	to	PART
fsr-3817	22	9	assist	assist	VERB
fsr-3817	22	10	in	in	ADP
fsr-3817	22	11	explaining	explain	VERB
fsr-3817	22	12	systems	system	NOUN
fsr-3817	22	13	that	that	PRON
fsr-3817	22	14	are	be	AUX
fsr-3817	22	15	characterized	characterize	VERB
fsr-3817	22	16	by	by	ADP
fsr-3817	22	17	uncer	uncer	ADJ
fsr-3817	22	18	tainty	tainty	NOUN
fsr-3817	22	19	,	,	PUNCT
fsr-3817	22	20	complexity	complexity	NOUN
fsr-3817	22	21	,	,	PUNCT
fsr-3817	22	22	and	and	CCONJ
fsr-3817	22	23	vague	vague	ADJ
fsr-3817	22	24	or	or	CCONJ
fsr-3817	22	25	imprecise	imprecise	ADJ
fsr-3817	22	26	concepts	concept	NOUN
fsr-3817	22	27	and	and	CCONJ
fsr-3817	22	28	variables	variable	NOUN
fsr-3817	22	29	motivated	motivate	VERB
fsr-3817	22	30	this	this	DET
fsr-3817	22	31	researcher	researcher	NOUN
fsr-3817	22	32	.	.	PUNCT
fsr-3817	23	1	financial	financial	ADJ
fsr-3817	23	2	systems	system	NOUN
fsr-3817	23	3	have	have	VERB
fsr-3817	23	4	these	these	DET
fsr-3817	23	5	qualities	quality	NOUN
fsr-3817	23	6	,	,	PUNCT
fsr-3817	23	7	perhaps	perhaps	ADV
fsr-3817	23	8	because	because	SCONJ
fsr-3817	23	9	they	they	PRON
fsr-3817	23	10	are	be	AUX
fsr-3817	23	11	ever	ever	ADV
fsr-3817	23	12	-	-	PUNCT
fsr-3817	23	13	changing	change	VERB
fsr-3817	23	14	.	.	PUNCT
fsr-3817	24	1	these	these	DET
fsr-3817	24	2	systems	system	NOUN
fsr-3817	24	3	call	call	VERB
fsr-3817	24	4	for	for	ADP
fsr-3817	24	5	a	a	DET
fsr-3817	24	6	different	different	ADJ
fsr-3817	24	7	methodology	methodology	NOUN
fsr-3817	24	8	and	and	CCONJ
fsr-3817	24	9	different	different	ADJ
fsr-3817	24	10	research	research	NOUN
fsr-3817	24	11	goals	goal	NOUN
fsr-3817	24	12	,	,	PUNCT
fsr-3817	24	13	as	as	SCONJ
fsr-3817	24	14	stated	state	VERB
fsr-3817	24	15	in	in	ADP
fsr-3817	24	16	zadeh	zadeh	PROPN
fsr-3817	24	17	’s	’s	PART
fsr-3817	24	18	principle	principle	NOUN
fsr-3817	24	19	of	of	ADP
fsr-3817	24	20	incompatibility	incompatibility	NOUN
fsr-3817	24	21	:	:	PUNCT
fsr-3817	24	22	“	"	PUNCT
fsr-3817	24	23	as	as	ADP
fsr-3817	24	24	the	the	DET
fsr-3817	24	25	complexity	complexity	NOUN
fsr-3817	24	26	of	of	ADP
fsr-3817	24	27	the	the	DET
fsr-3817	24	28	system	system	NOUN
fsr-3817	24	29	increases	increase	VERB
fsr-3817	24	30	,	,	PUNCT
fsr-3817	24	31	our	our	PRON
fsr-3817	24	32	abil	abil	ADJ
fsr-3817	24	33	ity	ity	PROPN
fsr-3817	24	34	to	to	PART
fsr-3817	24	35	make	make	VERB
fsr-3817	24	36	precise	precise	ADJ
fsr-3817	24	37	and	and	CCONJ
fsr-3817	24	38	yet	yet	ADV
fsr-3817	24	39	significant	significant	ADJ
fsr-3817	24	40	statements	statement	NOUN
fsr-3817	24	41	about	about	ADP
fsr-3817	24	42	its	its	PRON
fsr-3817	24	43	behavior	behavior	NOUN
fsr-3817	24	44	diminishes	diminish	VERB
fsr-3817	24	45	until	until	SCONJ
fsr-3817	24	46	a	a	DET
fsr-3817	24	47	threshold	threshold	NOUN
fsr-3817	24	48	is	be	AUX
fsr-3817	24	49	reached	reach	VERB
fsr-3817	24	50	beyond	beyond	ADP
fsr-3817	24	51	which	which	DET
fsr-3817	24	52	precision	precision	NOUN
fsr-3817	24	53	and	and	CCONJ
fsr-3817	24	54	significance	significance	NOUN
fsr-3817	24	55	(	(	PUNCT
fsr-3817	24	56	or	or	CCONJ
fsr-3817	24	57	relevance	relevance	NOUN
fsr-3817	24	58	)	)	PUNCT
fsr-3817	24	59	become	become	VERB
fsr-3817	24	60	almost	almost	ADV
fsr-3817	24	61	mutually	mutually	ADV
fsr-3817	24	62	exclusive	exclusive	ADJ
fsr-3817	24	63	characteristics	characteristic	NOUN
fsr-3817	24	64	”	"	PUNCT
fsr-3817	24	65	(	(	PUNCT
fsr-3817	24	66	zimmermann	zimmermann	PROPN
fsr-3817	24	67	,	,	PUNCT
fsr-3817	24	68	1991	1991	NUM
fsr-3817	24	69	,	,	PUNCT
fsr-3817	24	70	p.	p.	NOUN
fsr-3817	24	71	3	3	NUM
fsr-3817	24	72	)	)	PUNCT
fsr-3817	24	73	.	.	PUNCT
fsr-3817	25	1	ever	ever	ADV
fsr-3817	25	2	since	since	SCONJ
fsr-3817	25	3	zadeh	zadeh	PROPN
fsr-3817	25	4	’s	’s	PART
fsr-3817	25	5	(	(	PUNCT
fsr-3817	25	6	1965	1965	NUM
fsr-3817	25	7	)	)	PUNCT
fsr-3817	25	8	publication	publication	NOUN
fsr-3817	25	9	,	,	PUNCT
fsr-3817	25	10	there	there	PRON
fsr-3817	25	11	has	have	AUX
fsr-3817	25	12	been	be	AUX
fsr-3817	25	13	an	an	DET
fsr-3817	25	14	explosion	explosion	NOUN
fsr-3817	25	15	of	of	ADP
fsr-3817	25	16	papers	paper	NOUN
fsr-3817	25	17	,	,	PUNCT
fsr-3817	25	18	mono	mono	NOUN
fsr-3817	25	19	graphs	graph	NOUN
fsr-3817	25	20	and	and	CCONJ
fsr-3817	25	21	applications	application	NOUN
fsr-3817	25	22	,	,	PUNCT
fsr-3817	25	23	mostly	mostly	ADV
fsr-3817	25	24	in	in	ADP
fsr-3817	25	25	the	the	DET
fsr-3817	25	26	areas	area	NOUN
fsr-3817	25	27	of	of	ADP
fsr-3817	25	28	information	information	NOUN
fsr-3817	25	29	theory	theory	NOUN
fsr-3817	25	30	,	,	PUNCT
fsr-3817	25	31	computer	computer	NOUN
fsr-3817	25	32	sciences	science	NOUN
fsr-3817	25	33	,	,	PUNCT
fsr-3817	25	34	and	and	CCONJ
fsr-3817	25	35	engineering	engineering	NOUN
fsr-3817	25	36	.	.	PUNCT
fsr-3817	26	1	fuzzy	fuzzy	ADJ
fsr-3817	26	2	set	set	NOUN
fsr-3817	26	3	-	-	PUNCT
fsr-3817	26	4	based	base	VERB
fsr-3817	26	5	research	research	NOUN
fsr-3817	26	6	has	have	AUX
fsr-3817	26	7	provided	provide	VERB
fsr-3817	26	8	concepts	concept	NOUN
fsr-3817	26	9	,	,	PUNCT
fsr-3817	26	10	objects	object	NOUN
fsr-3817	26	11	and	and	CCONJ
fsr-3817	26	12	frameworks	framework	NOUN
fsr-3817	26	13	of	of	ADP
fsr-3817	26	14	analysis	analysis	NOUN
fsr-3817	26	15	for	for	ADP
fsr-3817	26	16	including	include	VERB
fsr-3817	26	17	imprecision	imprecision	NOUN
fsr-3817	26	18	,	,	PUNCT
fsr-3817	26	19	complexity	complexity	NOUN
fsr-3817	26	20	and	and	CCONJ
fsr-3817	26	21	uncertainty	uncertainty	NOUN
fsr-3817	26	22	,	,	PUNCT
fsr-3817	26	23	and	and	CCONJ
fsr-3817	26	24	it	it	PRON
fsr-3817	26	25	is	be	AUX
fsr-3817	26	26	the	the	DET
fsr-3817	26	27	only	only	ADJ
fsr-3817	26	28	formal	formal	ADJ
fsr-3817	26	29	methodology	methodology	NOUN
fsr-3817	26	30	which	which	PRON
fsr-3817	26	31	permits	permit	VERB
fsr-3817	26	32	linguistic	linguistic	ADJ
fsr-3817	26	33	variables	variable	NOUN
fsr-3817	26	34	and	and	CCONJ
fsr-3817	26	35	approximate	approximate	ADJ
fsr-3817	26	36	reasoning	reasoning	NOUN
fsr-3817	26	37	to	to	PART
fsr-3817	26	38	be	be	AUX
fsr-3817	26	39	used	use	VERB
fsr-3817	26	40	(	(	PUNCT
fsr-3817	26	41	zadeh	zadeh	PROPN
fsr-3817	26	42	,	,	PUNCT
fsr-3817	26	43	1979	1979	NUM
fsr-3817	26	44	,	,	PUNCT
fsr-3817	26	45	1975a	1975a	NUM
fsr-3817	26	46	,	,	PUNCT
fsr-3817	26	47	1975b	1975b	NUM
fsr-3817	26	48	,	,	PUNCT
fsr-3817	26	49	1975c	1975c	NOUN
fsr-3817	26	50	,	,	PUNCT
fsr-3817	26	51	1973	1973	NUM
fsr-3817	26	52	)	)	PUNCT
fsr-3817	26	53	.	.	PUNCT
fsr-3817	27	1	why	why	SCONJ
fsr-3817	27	2	are	be	AUX
fsr-3817	27	3	n’t	not	PART
fsr-3817	27	4	there	there	PRON
fsr-3817	27	5	more	more	ADJ
fsr-3817	27	6	contributions	contribution	NOUN
fsr-3817	27	7	of	of	ADP
fsr-3817	27	8	fuzzy	fuzzy	ADJ
fsr-3817	27	9	set	set	NOUN
fsr-3817	27	10	theory	theory	NOUN
fsr-3817	27	11	in	in	ADP
fsr-3817	27	12	economics	economic	NOUN
fsr-3817	27	13	and	and	CCONJ
fsr-3817	27	14	finance	finance	NOUN
fsr-3817	27	15	?	?	PUNCT
fsr-3817	28	1	kickert	kickert	PROPN
fsr-3817	28	2	notes	note	VERB
fsr-3817	28	3	that	that	SCONJ
fsr-3817	28	4	applications	application	NOUN
fsr-3817	28	5	in	in	ADP
fsr-3817	28	6	fuzzy	fuzzy	ADJ
fsr-3817	28	7	sets	set	NOUN
fsr-3817	28	8	often	often	ADV
fsr-3817	28	9	are	be	AUX
fsr-3817	28	10	designed	design	VERB
fsr-3817	28	11	to	to	PART
fsr-3817	28	12	highlight	highlight	VERB
fsr-3817	28	13	the	the	DET
fsr-3817	28	14	abilities	ability	NOUN
fsr-3817	28	15	of	of	ADP
fsr-3817	28	16	fuzzy	fuzzy	ADJ
fsr-3817	28	17	methodology	methodology	NOUN
fsr-3817	28	18	rather	rather	ADV
fsr-3817	28	19	than	than	ADP
fsr-3817	28	20	first	first	ADV
fsr-3817	28	21	selecting	select	VERB
fsr-3817	28	22	the	the	DET
fsr-3817	28	23	critical	critical	ADJ
fsr-3817	28	24	problem	problem	NOUN
fsr-3817	28	25	and	and	CCONJ
fsr-3817	28	26	then	then	ADV
fsr-3817	28	27	applying	apply	VERB
fsr-3817	28	28	the	the	DET
fsr-3817	28	29	methodology	methodology	NOUN
fsr-3817	28	30	.	.	PUNCT
fsr-3817	29	1	kicker	kicker	PROPN
fsr-3817	29	2	?	?	PUNCT
fsr-3817	30	1	also	also	ADV
fsr-3817	30	2	indicates	indicate	VERB
fsr-3817	30	3	the	the	DET
fsr-3817	30	4	preference	preference	NOUN
fsr-3817	30	5	of	of	ADP
fsr-3817	30	6	researchers	researcher	NOUN
fsr-3817	30	7	for	for	ADP
fsr-3817	30	8	what	what	PRON
fsr-3817	30	9	is	be	AUX
fsr-3817	30	10	known	know	VERB
fsr-3817	30	11	as	as	ADP
fsr-3817	30	12	“	"	PUNCT
fsr-3817	30	13	fuzzyfying	fuzzyfye	VERB
fsr-3817	30	14	”	"	PUNCT
fsr-3817	30	15	a	a	DET
fsr-3817	30	16	problem	problem	NOUN
fsr-3817	30	17	,	,	PUNCT
fsr-3817	30	18	which	which	PRON
fsr-3817	30	19	is	be	AUX
fsr-3817	30	20	extending	extend	VERB
fsr-3817	30	21	standard	standard	ADJ
fsr-3817	30	22	models	model	NOUN
fsr-3817	30	23	into	into	ADP
fsr-3817	30	24	fuzzy	fuzzy	ADJ
fsr-3817	30	25	versions	version	NOUN
fsr-3817	30	26	(	(	PUNCT
fsr-3817	30	27	kickert	kickert	ADJ
fsr-3817	30	28	,	,	PUNCT
fsr-3817	30	29	1978	1978	NUM
fsr-3817	30	30	,	,	PUNCT
fsr-3817	30	31	especially	especially	ADV
fsr-3817	30	32	pp	pp	PRON
fsr-3817	30	33	.	.	PUNCT
fsr-3817	31	1	2	2	NUM
fsr-3817	31	2	,	,	PUNCT
fsr-3817	31	3	22	22	NUM
fsr-3817	31	4	)	)	PUNCT
fsr-3817	31	5	.	.	PUNCT
fsr-3817	32	1	what	what	PRON
fsr-3817	32	2	is	be	AUX
fsr-3817	32	3	gained	gain	VERB
fsr-3817	32	4	in	in	ADP
fsr-3817	32	5	the	the	DET
fsr-3817	32	6	application	application	NOUN
fsr-3817	32	7	of	of	ADP
fsr-3817	32	8	fuzzy	fuzzy	ADJ
fsr-3817	32	9	sets	set	NOUN
fsr-3817	32	10	to	to	ADP
fsr-3817	32	11	the	the	DET
fsr-3817	32	12	individual	individual	ADJ
fsr-3817	32	13	investor	investor	NOUN
fsr-3817	32	14	problem	problem	NOUN
fsr-3817	32	15	?	?	PUNCT
fsr-3817	33	1	in	in	ADP
fsr-3817	33	2	brief	brief	ADJ
fsr-3817	33	3	,	,	PUNCT
fsr-3817	33	4	fuzzy	fuzzy	ADJ
fsr-3817	33	5	sets	set	NOUN
fsr-3817	33	6	provide	provide	VERB
fsr-3817	33	7	the	the	DET
fsr-3817	33	8	algebraic	algebraic	ADJ
fsr-3817	33	9	tools	tool	NOUN
fsr-3817	33	10	and	and	CCONJ
fsr-3817	33	11	operations	operation	NOUN
fsr-3817	33	12	to	to	PART
fsr-3817	33	13	permit	permit	VERB
fsr-3817	33	14	the	the	DET
fsr-3817	33	15	asset	asset	NOUN
fsr-3817	33	16	allocation	allocation	NOUN
fsr-3817	33	17	problem	problem	NOUN
fsr-3817	33	18	to	to	PART
fsr-3817	33	19	be	be	AUX
fsr-3817	33	20	solved	solve	VERB
fsr-3817	33	21	in	in	ADP
fsr-3817	33	22	a	a	DET
fsr-3817	33	23	logically	logically	ADV
fsr-3817	33	24	proper	proper	ADJ
fsr-3817	33	25	manner	manner	NOUN
fsr-3817	33	26	.	.	PUNCT
fsr-3817	34	1	one	one	PRON
fsr-3817	34	2	can	can	AUX
fsr-3817	34	3	not	not	PART
fsr-3817	34	4	apply	apply	VERB
fsr-3817	34	5	arithmetic	arithmetic	ADJ
fsr-3817	34	6	and	and	CCONJ
fsr-3817	34	7	calcu	calcu	NOUN
fsr-3817	34	8	lus	lus	PROPN
fsr-3817	34	9	to	to	ADP
fsr-3817	34	10	variables	variable	NOUN
fsr-3817	34	11	that	that	PRON
fsr-3817	34	12	are	be	AUX
fsr-3817	34	13	only	only	ADV
fsr-3817	34	14	known	know	VERB
fsr-3817	34	15	approximately	approximately	ADV
fsr-3817	34	16	.	.	PUNCT
fsr-3817	35	1	moreover	moreover	ADV
fsr-3817	35	2	,	,	PUNCT
fsr-3817	35	3	the	the	DET
fsr-3817	35	4	methodology	methodology	NOUN
fsr-3817	35	5	presented	present	VERB
fsr-3817	35	6	is	be	AUX
fsr-3817	35	7	also	also	ADV
fsr-3817	35	8	closer	close	ADJ
fsr-3817	35	9	to	to	ADP
fsr-3817	35	10	the	the	DET
fsr-3817	35	11	type	type	NOUN
fsr-3817	35	12	of	of	ADP
fsr-3817	35	13	reasoning	reasoning	NOUN
fsr-3817	35	14	which	which	PRON
fsr-3817	35	15	is	be	AUX
fsr-3817	35	16	actually	actually	ADV
fsr-3817	35	17	used	use	VERB
fsr-3817	35	18	by	by	ADP
fsr-3817	35	19	investors	investor	NOUN
fsr-3817	35	20	themselves	themselves	PRON
fsr-3817	35	21	.	.	PUNCT
fsr-3817	36	1	ii	ii	PROPN
fsr-3817	36	2	.	.	PUNCT
fsr-3817	37	1	smith	smith	PROPN
fsr-3817	37	2	’s	’s	PART
fsr-3817	37	3	qualitative	qualitative	PROPN
fsr-3817	37	4	model	model	NOUN
fsr-3817	37	5	smith	smith	PROPN
fsr-3817	37	6	(	(	PUNCT
fsr-3817	37	7	1974	1974	NUM
fsr-3817	37	8	)	)	PUNCT
fsr-3817	37	9	indicates	indicate	VERB
fsr-3817	37	10	that	that	SCONJ
fsr-3817	37	11	his	his	PRON
fsr-3817	37	12	main	main	ADJ
fsr-3817	37	13	motivation	motivation	NOUN
fsr-3817	37	14	in	in	ADP
fsr-3817	37	15	developing	develop	VERB
fsr-3817	37	16	his	his	PRON
fsr-3817	37	17	model	model	NOUN
fsr-3817	37	18	is	be	AUX
fsr-3817	37	19	to	to	PART
fsr-3817	37	20	study	study	VERB
fsr-3817	37	21	the	the	DET
fsr-3817	37	22	asset	asset	NOUN
fsr-3817	37	23	allocation	allocation	NOUN
fsr-3817	37	24	problem	problem	NOUN
fsr-3817	37	25	,	,	PUNCT
fsr-3817	37	26	which	which	PRON
fsr-3817	37	27	was	be	AUX
fsr-3817	37	28	probably	probably	ADV
fsr-3817	37	29	the	the	DET
fsr-3817	37	30	most	most	ADV
fsr-3817	37	31	important	important	ADJ
fsr-3817	37	32	problem	problem	NOUN
fsr-3817	37	33	faced	face	VERB
fsr-3817	37	34	by	by	ADP
fsr-3817	37	35	indi	indi	PROPN
fsr-3817	37	36	vidual	vidual	ADJ
fsr-3817	37	37	investors	investor	NOUN
fsr-3817	37	38	,	,	PUNCT
fsr-3817	37	39	and	and	CCONJ
fsr-3817	37	40	yet	yet	ADV
fsr-3817	37	41	had	have	AUX
fsr-3817	37	42	received	receive	VERB
fsr-3817	37	43	little	little	ADJ
fsr-3817	37	44	attention	attention	NOUN
fsr-3817	37	45	in	in	ADP
fsr-3817	37	46	the	the	DET
fsr-3817	37	47	literature	literature	NOUN
fsr-3817	37	48	.	.	PUNCT
fsr-3817	38	1	to	to	PART
fsr-3817	38	2	develop	develop	VERB
fsr-3817	38	3	his	his	PRON
fsr-3817	38	4	model	model	NOUN
fsr-3817	38	5	,	,	PUNCT
fsr-3817	38	6	smith	smith	PROPN
fsr-3817	38	7	breaks	break	VERB
fsr-3817	38	8	away	away	ADV
fsr-3817	38	9	from	from	ADP
fsr-3817	38	10	convention	convention	NOUN
fsr-3817	38	11	and	and	CCONJ
fsr-3817	38	12	develops	develop	VERB
fsr-3817	38	13	a	a	DET
fsr-3817	38	14	qualitative	qualitative	NOUN
fsr-3817	38	15	,	,	PUNCT
fsr-3817	38	16	but	but	CCONJ
fsr-3817	38	17	practical	practical	ADJ
fsr-3817	38	18	,	,	PUNCT
fsr-3817	38	19	inf	inf	NOUN
fsr-3817	38	20	.	.	PUNCT
fsr-3817	39	1	about	about	ADP
fsr-3817	39	2	assets	asset	NOUN
fsr-3817	39	3	-	-	PUNCT
fsr-3817	39	4	>	>	X
fsr-3817	39	5	investment	investment	NOUN
fsr-3817	39	6	attributes	attribute	VERB
fsr-3817	39	7	<	<	X
fsr-3817	39	8	inf	inf	NOUN
fsr-3817	39	9	.	.	PUNCT
fsr-3817	40	1	individual	individual	ADJ
fsr-3817	40	2	1	1	NUM
fsr-3817	40	3	multiasset	multiasset	NOUN
fsr-3817	40	4	portfolio	portfolio	NOUN
fsr-3817	40	5	decisions	decision	NOUN
fsr-3817	40	6	figure	figure	VERB
fsr-3817	40	7	1	1	NUM
fsr-3817	40	8	.	.	PUNCT
fsr-3817	41	1	the	the	DET
fsr-3817	41	2	elements	element	NOUN
fsr-3817	41	3	of	of	ADP
fsr-3817	41	4	the	the	DET
fsr-3817	41	5	investment	investment	NOUN
fsr-3817	41	6	decision	decision	NOUN
fsr-3817	41	7	.	.	PUNCT
fsr-3817	42	1	an	an	DET
fsr-3817	42	2	application	application	NOUN
fsr-3817	42	3	of	of	ADP
fsr-3817	42	4	fuzzy	fuzzy	ADJ
fsr-3817	42	5	set	set	VERB
fsr-3817	42	6	theory	theory	NOUN
fsr-3817	42	7	99	99	NUM
fsr-3817	42	8	model	model	NOUN
fsr-3817	42	9	.	.	PUNCT
fsr-3817	43	1	above	above	ADP
fsr-3817	43	2	all	all	PRON
fsr-3817	43	3	,	,	PUNCT
fsr-3817	43	4	he	he	PRON
fsr-3817	43	5	concentrates	concentrate	VERB
fsr-3817	43	6	on	on	ADP
fsr-3817	43	7	the	the	DET
fsr-3817	43	8	essential	essential	ADJ
fsr-3817	43	9	elements	element	NOUN
fsr-3817	43	10	of	of	ADP
fsr-3817	43	11	the	the	DET
fsr-3817	43	12	problem	problem	NOUN
fsr-3817	43	13	:	:	PUNCT
fsr-3817	43	14	the	the	DET
fsr-3817	43	15	types	type	NOUN
fsr-3817	43	16	of	of	ADP
fsr-3817	43	17	assets	asset	NOUN
fsr-3817	43	18	,	,	PUNCT
fsr-3817	43	19	the	the	DET
fsr-3817	43	20	most	most	ADV
fsr-3817	43	21	salient	salient	ADJ
fsr-3817	43	22	properties	property	NOUN
fsr-3817	43	23	of	of	ADP
fsr-3817	43	24	these	these	DET
fsr-3817	43	25	assets	asset	NOUN
fsr-3817	43	26	,	,	PUNCT
fsr-3817	43	27	and	and	CCONJ
fsr-3817	43	28	the	the	DET
fsr-3817	43	29	characteristics	characteristic	NOUN
fsr-3817	43	30	of	of	ADP
fsr-3817	43	31	investors	investor	NOUN
fsr-3817	43	32	as	as	SCONJ
fsr-3817	43	33	fig	fig	NOUN
fsr-3817	43	34	ure	ure	NOUN
fsr-3817	43	35	1	1	NUM
fsr-3817	43	36	shows	show	NOUN
fsr-3817	43	37	.	.	PUNCT
fsr-3817	44	1	smith	smith	PROPN
fsr-3817	44	2	uses	use	VERB
fsr-3817	44	3	four	four	NUM
fsr-3817	44	4	asset	asset	NOUN
fsr-3817	44	5	categories	category	NOUN
fsr-3817	44	6	,	,	PUNCT
fsr-3817	44	7	(	(	PUNCT
fsr-3817	44	8	a	a	X
fsr-3817	44	9	)	)	PUNCT
fsr-3817	44	10	savings	saving	NOUN
fsr-3817	44	11	accounts	account	NOUN
fsr-3817	44	12	,	,	PUNCT
fsr-3817	44	13	(	(	PUNCT
fsr-3817	44	14	b	b	X
fsr-3817	44	15	)	)	PUNCT
fsr-3817	44	16	corporate	corporate	ADJ
fsr-3817	44	17	bonds	bond	NOUN
fsr-3817	44	18	,	,	PUNCT
fsr-3817	44	19	(	(	PUNCT
fsr-3817	44	20	c	c	X
fsr-3817	44	21	)	)	PUNCT
fsr-3817	44	22	com	com	NOUN
fsr-3817	44	23	mon	mon	PROPN
fsr-3817	44	24	stock	stock	NOUN
fsr-3817	44	25	,	,	PUNCT
fsr-3817	44	26	and	and	CCONJ
fsr-3817	44	27	(	(	PUNCT
fsr-3817	44	28	d	d	NOUN
fsr-3817	44	29	)	)	PUNCT
fsr-3817	44	30	real	real	ADJ
fsr-3817	44	31	estate	estate	NOUN
fsr-3817	44	32	,	,	PUNCT
fsr-3817	44	33	with	with	ADP
fsr-3817	44	34	four	four	NUM
fsr-3817	44	35	asset	asset	NOUN
fsr-3817	44	36	properties	property	NOUN
fsr-3817	44	37	,	,	PUNCT
fsr-3817	44	38	(	(	PUNCT
fsr-3817	44	39	a	a	X
fsr-3817	44	40	)	)	PUNCT
fsr-3817	44	41	liquidity	liquidity	NOUN
fsr-3817	44	42	(	(	PUNCT
fsr-3817	44	43	l	l	NOUN
fsr-3817	44	44	)	)	PUNCT
fsr-3817	44	45	,	,	PUNCT
fsr-3817	44	46	(	(	PUNCT
fsr-3817	44	47	b	b	X
fsr-3817	44	48	)	)	PUNCT
fsr-3817	44	49	income	income	NOUN
fsr-3817	44	50	(	(	PUNCT
fsr-3817	44	51	i	i	NOUN
fsr-3817	44	52	)	)	PUNCT
fsr-3817	44	53	,	,	PUNCT
fsr-3817	44	54	(	(	PUNCT
fsr-3817	44	55	c	c	X
fsr-3817	44	56	)	)	PUNCT
fsr-3817	44	57	appreciation	appreciation	NOUN
fsr-3817	44	58	(	(	PUNCT
fsr-3817	44	59	a	a	NOUN
fsr-3817	44	60	)	)	PUNCT
fsr-3817	44	61	,	,	PUNCT
fsr-3817	44	62	and	and	CCONJ
fsr-3817	44	63	(	(	PUNCT
fsr-3817	44	64	d	d	NOUN
fsr-3817	44	65	)	)	PUNCT
fsr-3817	44	66	safety	safety	NOUN
fsr-3817	44	67	(	(	PUNCT
fsr-3817	44	68	s	s	NOUN
fsr-3817	44	69	)	)	PUNCT
fsr-3817	44	70	.	.	PUNCT
fsr-3817	45	1	he	he	PRON
fsr-3817	45	2	also	also	ADV
fsr-3817	45	3	classifies	classify	VERB
fsr-3817	45	4	investors	investor	NOUN
fsr-3817	45	5	by	by	ADP
fsr-3817	45	6	age	age	NOUN
fsr-3817	45	7	into	into	ADP
fsr-3817	45	8	five	five	NUM
fsr-3817	45	9	groups	group	NOUN
fsr-3817	45	10	.	.	PUNCT
fsr-3817	46	1	these	these	DET
fsr-3817	46	2	variables	variable	NOUN
fsr-3817	46	3	are	be	AUX
fsr-3817	46	4	divided	divide	VERB
fsr-3817	46	5	into	into	ADP
fsr-3817	46	6	two	two	NUM
fsr-3817	46	7	matrices	matrix	NOUN
fsr-3817	46	8	:	:	PUNCT
fsr-3817	46	9	one	one	NUM
fsr-3817	46	10	relating	relate	VERB
fsr-3817	46	11	different	different	ADJ
fsr-3817	46	12	assets	asset	NOUN
fsr-3817	46	13	to	to	ADP
fsr-3817	46	14	their	their	PRON
fsr-3817	46	15	proper	proper	ADJ
fsr-3817	46	16	ties	tie	NOUN
fsr-3817	46	17	,	,	PUNCT
fsr-3817	46	18	and	and	CCONJ
fsr-3817	46	19	another	another	DET
fsr-3817	46	20	relating	relate	VERB
fsr-3817	46	21	asset	asset	NOUN
fsr-3817	46	22	properties	property	NOUN
fsr-3817	46	23	to	to	ADP
fsr-3817	46	24	different	different	ADJ
fsr-3817	46	25	age	age	NOUN
fsr-3817	46	26	groups	group	NOUN
fsr-3817	46	27	.	.	PUNCT
fsr-3817	47	1	the	the	DET
fsr-3817	47	2	coefficients	coefficient	NOUN
fsr-3817	47	3	in	in	ADP
fsr-3817	47	4	each	each	DET
fsr-3817	47	5	matrix	matrix	NOUN
fsr-3817	47	6	are	be	AUX
fsr-3817	47	7	derived	derive	VERB
fsr-3817	47	8	from	from	ADP
fsr-3817	47	9	experience	experience	NOUN
fsr-3817	47	10	and	and	CCONJ
fsr-3817	47	11	empirical	empirical	ADJ
fsr-3817	47	12	observation	observation	NOUN
fsr-3817	47	13	,	,	PUNCT
fsr-3817	47	14	as	as	ADV
fsr-3817	47	15	well	well	ADV
fsr-3817	47	16	as	as	ADP
fsr-3817	47	17	from	from	ADP
fsr-3817	47	18	normative	normative	ADJ
fsr-3817	47	19	prescriptions	prescription	NOUN
fsr-3817	47	20	regarding	regard	VERB
fsr-3817	47	21	investors	investor	NOUN
fsr-3817	47	22	’	'	PUNCT
fsr-3817	47	23	holdings	holding	NOUN
fsr-3817	47	24	at	at	ADP
fsr-3817	47	25	different	different	ADJ
fsr-3817	47	26	stages	stage	NOUN
fsr-3817	47	27	in	in	ADP
fsr-3817	47	28	their	their	PRON
fsr-3817	47	29	life	life	NOUN
fsr-3817	47	30	cycle	cycle	NOUN
fsr-3817	47	31	.	.	PUNCT
fsr-3817	48	1	using	use	VERB
fsr-3817	48	2	matrix	matrix	NOUN
fsr-3817	48	3	operations	operation	NOUN
fsr-3817	48	4	,	,	PUNCT
fsr-3817	48	5	smith	smith	PROPN
fsr-3817	48	6	obtains	obtain	VERB
fsr-3817	48	7	a	a	DET
fsr-3817	48	8	weighted	weight	VERB
fsr-3817	48	9	suitability	suitability	NOUN
fsr-3817	48	10	index	index	NOUN
fsr-3817	48	11	,	,	PUNCT
fsr-3817	48	12	which	which	PRON
fsr-3817	48	13	can	can	AUX
fsr-3817	48	14	be	be	AUX
fsr-3817	48	15	used	use	VERB
fsr-3817	48	16	to	to	PART
fsr-3817	48	17	allocate	allocate	VERB
fsr-3817	48	18	wealth	wealth	NOUN
fsr-3817	48	19	.	.	PUNCT
fsr-3817	49	1	reading	read	VERB
fsr-3817	49	2	the	the	DET
fsr-3817	49	3	product	product	NOUN
fsr-3817	49	4	matrix	matrix	NOUN
fsr-3817	49	5	by	by	ADP
fsr-3817	49	6	columns	column	NOUN
fsr-3817	49	7	,	,	PUNCT
fsr-3817	49	8	suitable	suitable	ADJ
fsr-3817	49	9	allocations	allocation	NOUN
fsr-3817	49	10	for	for	ADP
fsr-3817	49	11	each	each	DET
fsr-3817	49	12	age	age	NOUN
fsr-3817	49	13	group	group	NOUN
fsr-3817	49	14	can	can	AUX
fsr-3817	49	15	be	be	AUX
fsr-3817	49	16	seen	see	VERB
fsr-3817	49	17	in	in	ADP
fsr-3817	49	18	table	table	NOUN
fsr-3817	49	19	1	1	NUM
fsr-3817	49	20	.	.	PUNCT
fsr-3817	50	1	for	for	ADP
fsr-3817	50	2	example	example	NOUN
fsr-3817	50	3	,	,	PUNCT
fsr-3817	50	4	the	the	DET
fsr-3817	50	5	second	second	ADJ
fsr-3817	50	6	column	column	NOUN
fsr-3817	50	7	in	in	ADP
fsr-3817	50	8	the	the	DET
fsr-3817	50	9	product	product	NOUN
fsr-3817	50	10	matrix	matrix	NOUN
fsr-3817	50	11	shows	show	VERB
fsr-3817	50	12	recommended	recommend	VERB
fsr-3817	50	13	allocations	allocation	NOUN
fsr-3817	50	14	for	for	ADP
fsr-3817	50	15	the	the	DET
fsr-3817	50	16	35	35	NUM
fsr-3817	50	17	-	-	PUNCT
fsr-3817	50	18	year	year	NOUN
fsr-3817	50	19	-	-	PUNCT
fsr-3817	50	20	old	old	ADJ
fsr-3817	50	21	:	:	PUNCT
fsr-3817	50	22	19	19	NUM
fsr-3817	50	23	%	%	NOUN
fsr-3817	50	24	,	,	PUNCT
fsr-3817	50	25	16.5	16.5	NUM
fsr-3817	50	26	%	%	NOUN
fsr-3817	50	27	,	,	PUNCT
fsr-3817	50	28	32	32	NUM
fsr-3817	50	29	%	%	NOUN
fsr-3817	50	30	,	,	PUNCT
fsr-3817	50	31	32.5	32.5	NUM
fsr-3817	50	32	%	%	NOUN
fsr-3817	50	33	in	in	ADP
fsr-3817	50	34	a	a	DET
fsr-3817	50	35	savings	saving	NOUN
fsr-3817	50	36	account	account	NOUN
fsr-3817	50	37	,	,	PUNCT
fsr-3817	50	38	corporate	corporate	ADJ
fsr-3817	50	39	bonds	bond	NOUN
fsr-3817	50	40	,	,	PUNCT
fsr-3817	50	41	common	common	ADJ
fsr-3817	50	42	stocks	stock	NOUN
fsr-3817	50	43	,	,	PUNCT
fsr-3817	50	44	and	and	CCONJ
fsr-3817	50	45	real	real	ADJ
fsr-3817	50	46	estate	estate	NOUN
fsr-3817	50	47	,	,	PUNCT
fsr-3817	50	48	respectively	respectively	ADV
fsr-3817	50	49	(	(	PUNCT
fsr-3817	50	50	these	these	DET
fsr-3817	50	51	numbers	number	NOUN
fsr-3817	50	52	appear	appear	VERB
fsr-3817	50	53	boldfaced	boldface	VERB
fsr-3817	50	54	)	)	PUNCT
fsr-3817	50	55	.	.	PUNCT
fsr-3817	51	1	reading	read	VERB
fsr-3817	51	2	the	the	DET
fsr-3817	51	3	matrix	matrix	NOUN
fsr-3817	51	4	by	by	ADP
fsr-3817	51	5	rows	row	NOUN
fsr-3817	51	6	,	,	PUNCT
fsr-3817	51	7	it	it	PRON
fsr-3817	51	8	is	be	AUX
fsr-3817	51	9	observed	observe	VERB
fsr-3817	51	10	how	how	SCONJ
fsr-3817	51	11	holdings	holding	NOUN
fsr-3817	51	12	of	of	ADP
fsr-3817	51	13	each	each	DET
fsr-3817	51	14	asset	asset	NOUN
fsr-3817	51	15	may	may	AUX
fsr-3817	51	16	evolve	evolve	VERB
fsr-3817	51	17	over	over	ADP
fsr-3817	51	18	time	time	NOUN
fsr-3817	51	19	in	in	ADP
fsr-3817	51	20	each	each	DET
fsr-3817	51	21	investor	investor	NOUN
fsr-3817	51	22	’s	’s	PART
fsr-3817	51	23	portfolio	portfolio	NOUN
fsr-3817	51	24	.	.	PUNCT
fsr-3817	52	1	the	the	DET
fsr-3817	52	2	distribution	distribution	NOUN
fsr-3817	52	3	of	of	ADP
fsr-3817	52	4	assets	asset	NOUN
fsr-3817	52	5	over	over	ADP
fsr-3817	52	6	time	time	NOUN
fsr-3817	52	7	is	be	AUX
fsr-3817	52	8	consistent	consistent	ADJ
fsr-3817	52	9	with	with	ADP
fsr-3817	52	10	investment	investment	NOUN
fsr-3817	52	11	advice	advice	NOUN
fsr-3817	52	12	based	base	VERB
fsr-3817	52	13	on	on	ADP
fsr-3817	52	14	the	the	DET
fsr-3817	52	15	life	life	NOUN
fsr-3817	52	16	-	-	PUNCT
fsr-3817	52	17	cycle	cycle	NOUN
fsr-3817	52	18	hypothesis	hypothesis	NOUN
fsr-3817	52	19	.	.	PUNCT
fsr-3817	53	1	smith	smith	PROPN
fsr-3817	53	2	indicated	indicate	VERB
fsr-3817	53	3	his	his	PRON
fsr-3817	53	4	model	model	NOUN
fsr-3817	53	5	had	have	VERB
fsr-3817	53	6	the	the	DET
fsr-3817	53	7	following	following	ADJ
fsr-3817	53	8	limitations	limitation	NOUN
fsr-3817	53	9	:	:	PUNCT
fsr-3817	53	10	(	(	PUNCT
fsr-3817	53	11	a	a	X
fsr-3817	53	12	)	)	PUNCT
fsr-3817	53	13	it	it	PRON
fsr-3817	53	14	needed	need	VERB
fsr-3817	53	15	clarification	clarification	NOUN
fsr-3817	53	16	concerning	concern	VERB
fsr-3817	53	17	how	how	SCONJ
fsr-3817	53	18	to	to	PART
fsr-3817	53	19	obtain	obtain	VERB
fsr-3817	53	20	probability	probability	NOUN
fsr-3817	53	21	assignments	assignment	NOUN
fsr-3817	53	22	for	for	ADP
fsr-3817	53	23	matrices	matrix	NOUN
fsr-3817	53	24	;	;	PUNCT
fsr-3817	53	25	(	(	PUNCT
fsr-3817	53	26	b	b	X
fsr-3817	53	27	)	)	PUNCT
fsr-3817	53	28	it	it	PRON
fsr-3817	53	29	had	have	VERB
fsr-3817	53	30	no	no	DET
fsr-3817	53	31	sense	sense	NOUN
fsr-3817	53	32	of	of	ADP
fsr-3817	53	33	opti	opti	PROPN
fsr-3817	53	34	mality	mality	NOUN
fsr-3817	53	35	;	;	PUNCT
fsr-3817	53	36	(	(	PUNCT
fsr-3817	53	37	c	c	X
fsr-3817	53	38	)	)	PUNCT
fsr-3817	53	39	it	it	PRON
fsr-3817	53	40	did	do	AUX
fsr-3817	53	41	not	not	PART
fsr-3817	53	42	include	include	VERB
fsr-3817	53	43	issues	issue	NOUN
fsr-3817	53	44	bearing	bear	VERB
fsr-3817	53	45	on	on	ADP
fsr-3817	53	46	the	the	DET
fsr-3817	53	47	management	management	NOUN
fsr-3817	53	48	of	of	ADP
fsr-3817	53	49	security	security	NOUN
fsr-3817	53	50	holdings	holding	NOUN
fsr-3817	53	51	over	over	ADP
fsr-3817	53	52	time	time	NOUN
fsr-3817	53	53	,	,	PUNCT
fsr-3817	53	54	for	for	ADP
fsr-3817	53	55	example	example	NOUN
fsr-3817	53	56	,	,	PUNCT
fsr-3817	53	57	transaction	transaction	NOUN
fsr-3817	53	58	costs	cost	NOUN
fsr-3817	53	59	;	;	PUNCT
fsr-3817	53	60	(	(	PUNCT
fsr-3817	53	61	d	d	X
fsr-3817	53	62	)	)	PUNCT
fsr-3817	53	63	it	it	PRON
fsr-3817	53	64	held	hold	VERB
fsr-3817	53	65	suitability	suitability	NOUN
fsr-3817	53	66	measures	measure	NOUN
fsr-3817	53	67	for	for	ADP
fsr-3817	53	68	asset	asset	NOUN
fsr-3817	53	69	types	type	NOUN
fsr-3817	53	70	constant	constant	ADJ
fsr-3817	53	71	for	for	ADP
fsr-3817	53	72	all	all	DET
fsr-3817	53	73	age	age	NOUN
fsr-3817	53	74	levels	level	NOUN
fsr-3817	53	75	.	.	PUNCT
fsr-3817	54	1	smith	smith	PROPN
fsr-3817	54	2	’s	’s	PART
fsr-3817	54	3	departure	departure	NOUN
fsr-3817	54	4	from	from	ADP
fsr-3817	54	5	conventional	conventional	ADJ
fsr-3817	54	6	modeling	modeling	NOUN
fsr-3817	54	7	must	must	AUX
fsr-3817	54	8	be	be	AUX
fsr-3817	54	9	appreciated	appreciate	VERB
fsr-3817	54	10	.	.	PUNCT
fsr-3817	55	1	it	it	PRON
fsr-3817	55	2	represents	represent	VERB
fsr-3817	55	3	a	a	DET
fsr-3817	55	4	“	"	PUNCT
fsr-3817	55	5	back	back	NOUN
fsr-3817	55	6	to	to	ADP
fsr-3817	55	7	basics	basic	NOUN
fsr-3817	55	8	”	"	PUNCT
fsr-3817	55	9	approach	approach	NOUN
fsr-3817	55	10	and	and	CCONJ
fsr-3817	55	11	,	,	PUNCT
fsr-3817	55	12	to	to	ADP
fsr-3817	55	13	a	a	DET
fsr-3817	55	14	certain	certain	ADJ
fsr-3817	55	15	extent	extent	NOUN
fsr-3817	55	16	,	,	PUNCT
fsr-3817	55	17	rescues	rescue	NOUN
fsr-3817	55	18	qualitative	qualitative	VERB
fsr-3817	55	19	analysis	analysis	NOUN
fsr-3817	55	20	from	from	ADP
fsr-3817	55	21	obliv	obliv	NOUN
fsr-3817	55	22	ion	ion	NOUN
fsr-3817	55	23	.	.	PUNCT
fsr-3817	56	1	the	the	DET
fsr-3817	56	2	following	follow	VERB
fsr-3817	56	3	sections	section	NOUN
fsr-3817	56	4	will	will	AUX
fsr-3817	56	5	show	show	VERB
fsr-3817	56	6	the	the	DET
fsr-3817	56	7	fertility	fertility	NOUN
fsr-3817	56	8	of	of	ADP
fsr-3817	56	9	smith	smith	PROPN
fsr-3817	56	10	’s	’s	PART
fsr-3817	56	11	departure	departure	NOUN
fsr-3817	56	12	when	when	SCONJ
fsr-3817	56	13	the	the	DET
fsr-3817	56	14	adequate	adequate	ADJ
fsr-3817	56	15	tools	tool	NOUN
fsr-3817	56	16	and	and	CCONJ
fsr-3817	56	17	framework	framework	NOUN
fsr-3817	56	18	are	be	AUX
fsr-3817	56	19	employed	employ	VERB
fsr-3817	56	20	.	.	PUNCT
fsr-3817	57	1	table	table	NOUN
fsr-3817	57	2	1	1	NUM
fsr-3817	57	3	smith	smith	PROPN
fsr-3817	57	4	’s	’s	PART
fsr-3817	57	5	model	model	NOUN
fsr-3817	57	6	matrix	matrix	NOUN
fsr-3817	57	7	1	1	NUM
fsr-3817	57	8	.	.	PUNCT
fsr-3817	58	1	assets	asset	NOUN
fsr-3817	58	2	-	-	PUNCT
fsr-3817	58	3	properties	property	NOUN
fsr-3817	58	4	matrix	matrix	NOUN
fsr-3817	58	5	2	2	NUM
fsr-3817	58	6	.	.	PUNCT
fsr-3817	59	1	properties	property	NOUN
fsr-3817	59	2	-	-	PUNCT
fsr-3817	59	3	ages	age	NOUN
fsr-3817	59	4	l	l	NOUN
fsr-3817	60	1	i	i	PRON
fsr-3817	60	2	a	a	PRON
fsr-3817	60	3	s	s	NUM
fsr-3817	60	4	25	25	NUM
fsr-3817	60	5	35	35	NUM
fsr-3817	60	6	45	45	NUM
fsr-3817	60	7	55	55	NUM
fsr-3817	60	8	65	65	NUM
fsr-3817	60	9	sav	sav	NOUN
fsr-3817	60	10	.	.	PROPN
fsr-3817	61	1	0.6	0.6	NUM
fsr-3817	61	2	0.3	0.3	NUM
fsr-3817	61	3	0.0	0.0	NUM
fsr-3817	61	4	0.4	0.4	NUM
fsr-3817	61	5	l	l	NOUN
fsr-3817	61	6	0.3	0.3	NUM
fsr-3817	61	7	0.15	0.15	NUM
fsr-3817	61	8	0	0	NUM
fsr-3817	61	9	.	.	PUNCT
fsr-3817	62	1	i	i	PRON
fsr-3817	62	2	0.1	0.1	NUM
fsr-3817	62	3	0.0	0.0	NUM
fsr-3817	62	4	cb	cb	NOUN
fsr-3817	62	5	0.2	0.2	NUM
fsr-3817	62	6	0.5	0.5	NUM
fsr-3817	62	7	0.1	0.1	NUM
fsr-3817	62	8	0.3	0.3	NUM
fsr-3817	62	9	i	i	NOUN
fsr-3817	62	10	0.1	0.1	NUM
fsr-3817	62	11	0.00	0.00	NUM
fsr-3817	62	12	0	0	NUM
fsr-3817	62	13	.	.	PUNCT
fsr-3817	63	1	i	i	PRON
fsr-3817	63	2	0.2	0.2	NUM
fsr-3817	63	3	0.6	0.6	NUM
fsr-3817	63	4	cs	cs	PROPN
fsr-3817	63	5	0.2	0.2	NUM
fsr-3817	63	6	0.1	0.1	NUM
fsr-3817	63	7	0.4	0.4	NUM
fsr-3817	63	8	0.2	0.2	NUM
fsr-3817	63	9	a	a	DET
fsr-3817	63	10	0.0	0.0	NUM
fsr-3817	63	11	0.60	0.60	NUM
fsr-3817	63	12	0.7	0.7	NUM
fsr-3817	63	13	0.5	0.5	NUM
fsr-3817	63	14	0.0	0.0	NUM
fsr-3817	63	15	re	re	NOUN
fsr-3817	63	16	0.0	0.0	NUM
fsr-3817	63	17	0.1	0.1	NUM
fsr-3817	63	18	0.5	0.5	NUM
fsr-3817	63	19	0.1	0.1	NUM
fsr-3817	63	20	s	s	PART
fsr-3817	63	21	0.6	0.6	NUM
fsr-3817	63	22	0.25	0.25	NUM
fsr-3817	63	23	0.1	0.1	NUM
fsr-3817	63	24	0.2	0.2	NUM
fsr-3817	63	25	0.4	0.4	NUM
fsr-3817	63	26	product	product	NOUN
fsr-3817	63	27	matrix	matrix	NOUN
fsr-3817	63	28	:	:	PUNCT
fsr-3817	63	29	assets\aee	assets\aee	ADV
fsr-3817	63	30	:	:	PUNCT
fsr-3817	63	31	25	25	NUM
fsr-3817	63	32	35	35	NUM
fsr-3817	63	33	45	45	NUM
fsr-3817	63	34	55	55	NUM
fsr-3817	63	35	65	65	NUM
fsr-3817	63	36	savings	saving	NOUN
fsr-3817	63	37	0.45	0.45	NUM
fsr-3817	63	38	0.190	0.190	NUM
fsr-3817	63	39	0.13	0.13	NUM
fsr-3817	63	40	0.20	0.20	NUM
fsr-3817	63	41	0.34	0.34	NUM
fsr-3817	63	42	cbonds	cbond	VERB
fsr-3817	63	43	0.29	0.29	NUM
fsr-3817	63	44	0.165	0.165	NUM
fsr-3817	63	45	0.17	0.17	NUM
fsr-3817	63	46	0.23	0.23	NUM
fsr-3817	63	47	0.42	0.42	NUM
fsr-3817	63	48	cstocks	cstock	NOUN
fsr-3817	63	49	0.19	0.19	NUM
fsr-3817	63	50	0.320	0.320	NUM
fsr-3817	63	51	0.33	0.33	NUM
fsr-3817	63	52	0.28	0.28	NUM
fsr-3817	63	53	0.14	0.14	NUM
fsr-3817	63	54	restate	restate	VERB
fsr-3817	63	55	0.07	0.07	NUM
fsr-3817	63	56	0.325	0.325	NUM
fsr-3817	63	57	0.37	0.37	NUM
fsr-3817	63	58	0.29	0.29	NUM
fsr-3817	63	59	0.10	0.10	NUM
fsr-3817	63	60	totals	total	NOUN
fsr-3817	63	61	1.00	1.00	NUM
fsr-3817	63	62	1.00	1.00	NUM
fsr-3817	63	63	1.00	1.00	NUM
fsr-3817	63	64	1	1	NUM
fsr-3817	63	65	.oo	.oo	SYM
fsr-3817	63	66	1	1	NUM
fsr-3817	63	67	.oo	.oo	PUNCT
fsr-3817	63	68	loo	loo	VERB
fsr-3817	63	69	financial	financial	ADJ
fsr-3817	63	70	,	,	PUNCT
fsr-3817	63	71	services	service	NOUN
fsr-3817	63	72	review	review	VERB
fsr-3817	63	73	6(z	6(z	NUM
fsr-3817	63	74	)	)	PUNCT
fsr-3817	63	75	1997	1997	NUM
fsr-3817	63	76	iii	iii	NOUN
fsr-3817	63	77	.	.	PUNCT
fsr-3817	63	78	relational	relational	ADJ
fsr-3817	63	79	equations	equation	NOUN
fsr-3817	63	80	-	-	PUNCT
fsr-3817	63	81	possibilistic	possibilistic	ADJ
fsr-3817	63	82	modeling	modeling	NOUN
fsr-3817	63	83	“	"	PUNCT
fsr-3817	63	84	relational	relational	ADJ
fsr-3817	63	85	equations	equation	NOUN
fsr-3817	63	86	-	-	PUNCT
fsr-3817	63	87	possibi	possibi	NOUN
fsr-3817	63	88	~	~	SYM
fsr-3817	63	89	stic	stic	ADJ
fsr-3817	63	90	modeling	modeling	NOUN
fsr-3817	63	91	”	"	PUNCT
fsr-3817	63	92	(	(	PUNCT
fsr-3817	63	93	rep	rep	NOUN
fsr-3817	63	94	)	)	PUNCT
fsr-3817	63	95	is	be	AUX
fsr-3817	63	96	the	the	DET
fsr-3817	63	97	modeling	modeling	NOUN
fsr-3817	63	98	language	language	NOUN
fsr-3817	63	99	of	of	ADP
fsr-3817	63	100	fuzzy	fuzzy	ADJ
fsr-3817	63	101	sets	set	NOUN
fsr-3817	63	102	and	and	CCONJ
fsr-3817	63	103	uses	use	VERB
fsr-3817	63	104	algebra	algebra	NOUN
fsr-3817	63	105	instead	instead	ADV
fsr-3817	63	106	of	of	ADP
fsr-3817	63	107	calculus	calculus	NOUN
fsr-3817	63	108	.	.	PUNCT
fsr-3817	64	1	when	when	SCONJ
fsr-3817	64	2	problems	problem	NOUN
fsr-3817	64	3	and	and	CCONJ
fsr-3817	64	4	variables	variable	NOUN
fsr-3817	64	5	can	can	AUX
fsr-3817	64	6	not	not	PART
fsr-3817	64	7	precisely	precisely	ADV
fsr-3817	64	8	be	be	AUX
fsr-3817	64	9	reduced	reduce	VERB
fsr-3817	64	10	to	to	ADP
fsr-3817	64	11	numbers	number	NOUN
fsr-3817	64	12	,	,	PUNCT
fsr-3817	64	13	algebra	algebra	NOUN
fsr-3817	64	14	tools	tool	NOUN
fsr-3817	64	15	and	and	CCONJ
fsr-3817	64	16	the	the	DET
fsr-3817	64	17	concept	concept	NOUN
fsr-3817	64	18	of	of	ADP
fsr-3817	64	19	a	a	DET
fsr-3817	64	20	partial	partial	ADJ
fsr-3817	64	21	ordering	ordering	NOUN
fsr-3817	64	22	still	still	ADV
fsr-3817	64	23	choices	choice	VERB
fsr-3817	64	24	to	to	PART
fsr-3817	64	25	be	be	AUX
fsr-3817	64	26	made	make	VERB
fsr-3817	64	27	,	,	PUNCT
fsr-3817	64	28	for	for	ADP
fsr-3817	64	29	example	example	NOUN
fsr-3817	64	30	,	,	PUNCT
fsr-3817	64	31	by	by	ADP
fsr-3817	64	32	comparing	compare	VERB
fsr-3817	64	33	and	and	CCONJ
fsr-3817	64	34	ranking	rank	VERB
fsr-3817	64	35	the	the	DET
fsr-3817	64	36	alternatives	alternative	NOUN
fsr-3817	64	37	.	.	PUNCT
fsr-3817	65	1	in	in	ADP
fsr-3817	65	2	this	this	DET
fsr-3817	65	3	context	context	NOUN
fsr-3817	65	4	,	,	PUNCT
fsr-3817	65	5	rep	rep	PROPN
fsr-3817	65	6	repre	repre	PROPN
fsr-3817	65	7	sents	sent	NOUN
fsr-3817	65	8	a	a	DET
fsr-3817	65	9	problem	problem	NOUN
fsr-3817	65	10	-	-	PUNCT
fsr-3817	65	11	determined	determine	VERB
fsr-3817	65	12	bridge	bridge	NOUN
fsr-3817	65	13	between	between	ADP
fsr-3817	65	14	exactness	exactness	NOUN
fsr-3817	65	15	and	and	CCONJ
fsr-3817	65	16	inexactness	inexactness	NOUN
fsr-3817	65	17	,	,	PUNCT
fsr-3817	65	18	which	which	PRON
fsr-3817	65	19	also	also	ADV
fsr-3817	65	20	inte	inte	NOUN
fsr-3817	65	21	grates	grate	NOUN
fsr-3817	65	22	qualitative	qualitative	VERB
fsr-3817	65	23	and	and	CCONJ
fsr-3817	65	24	q	q	NOUN
fsr-3817	65	25	~	~	PUNCT
fsr-3817	65	26	titative	titative	ADJ
fsr-3817	65	27	info	info	NOUN
fsr-3817	65	28	~	~	SYM
fsr-3817	65	29	ation	ation	NOUN
fsr-3817	65	30	.	.	PUNCT
fsr-3817	66	1	rep	rep	PROPN
fsr-3817	66	2	is	be	AUX
fsr-3817	66	3	an	an	DET
fsr-3817	66	4	example	example	NOUN
fsr-3817	66	5	of	of	ADP
fsr-3817	66	6	logical	logical	ADJ
fsr-3817	66	7	analysis	analysis	NOUN
fsr-3817	66	8	.	.	PUNCT
fsr-3817	67	1	it	it	PRON
fsr-3817	67	2	begins	begin	VERB
fsr-3817	67	3	by	by	ADP
fsr-3817	67	4	defining	define	VERB
fsr-3817	67	5	a	a	DET
fsr-3817	67	6	problem	problem	NOUN
fsr-3817	67	7	and	and	CCONJ
fsr-3817	67	8	then	then	ADV
fsr-3817	67	9	iden	iden	PROPN
fsr-3817	67	10	tifies	tifie	NOUN
fsr-3817	67	11	relevant	relevant	ADJ
fsr-3817	67	12	elements	element	NOUN
fsr-3817	67	13	(	(	PUNCT
fsr-3817	67	14	categories	category	NOUN
fsr-3817	67	15	)	)	PUNCT
fsr-3817	67	16	,	,	PUNCT
fsr-3817	67	17	relationships	relationship	NOUN
fsr-3817	67	18	,	,	PUNCT
fsr-3817	67	19	and	and	CCONJ
fsr-3817	67	20	variables	variable	NOUN
fsr-3817	67	21	(	(	PUNCT
fsr-3817	67	22	langer	langer	NOUN
fsr-3817	67	23	,	,	PUNCT
fsr-3817	67	24	1967	1967	NUM
fsr-3817	67	25	)	)	PUNCT
fsr-3817	67	26	.	.	PUNCT
fsr-3817	68	1	in	in	ADP
fsr-3817	68	2	the	the	DET
fsr-3817	68	3	algebra	algebra	NOUN
fsr-3817	68	4	of	of	ADP
fsr-3817	68	5	sets	set	NOUN
fsr-3817	68	6	,	,	PUNCT
fsr-3817	68	7	the	the	DET
fsr-3817	68	8	problems	problem	NOUN
fsr-3817	68	9	and	and	CCONJ
fsr-3817	68	10	the	the	DET
fsr-3817	68	11	elements	element	NOUN
fsr-3817	68	12	of	of	ADP
fsr-3817	68	13	analysis	analysis	NOUN
fsr-3817	68	14	are	be	AUX
fsr-3817	68	15	known	know	VERB
fsr-3817	68	16	as	as	ADP
fsr-3817	68	17	the	the	DET
fsr-3817	68	18	universe	universe	NOUN
fsr-3817	68	19	of	of	ADP
fsr-3817	68	20	dis	dis	PROPN
fsr-3817	68	21	course	course	NOUN
fsr-3817	68	22	,	,	PUNCT
fsr-3817	68	23	and	and	CCONJ
fsr-3817	68	24	the	the	DET
fsr-3817	68	25	categories	category	NOUN
fsr-3817	68	26	are	be	AUX
fsr-3817	68	27	referred	refer	VERB
fsr-3817	68	28	to	to	ADP
fsr-3817	68	29	as	as	ADP
fsr-3817	68	30	classes	class	NOUN
fsr-3817	68	31	,	,	PUNCT
fsr-3817	68	32	the	the	DET
fsr-3817	68	33	group	group	NOUN
fsr-3817	68	34	of	of	ADP
fsr-3817	68	35	objects	object	NOUN
fsr-3817	68	36	that	that	PRON
fsr-3817	68	37	share	share	VERB
fsr-3817	68	38	some	some	DET
fsr-3817	68	39	thing	thing	NOUN
fsr-3817	68	40	in	in	ADP
fsr-3817	68	41	common	common	ADJ
fsr-3817	68	42	,	,	PUNCT
fsr-3817	68	43	and	and	CCONJ
fsr-3817	68	44	sets	set	NOUN
fsr-3817	68	45	.	.	PUNCT
fsr-3817	69	1	sets	set	NOUN
fsr-3817	69	2	are	be	AUX
fsr-3817	69	3	composed	compose	VERB
fsr-3817	69	4	of	of	ADP
fsr-3817	69	5	elements	element	NOUN
fsr-3817	69	6	,	,	PUNCT
fsr-3817	69	7	which	which	PRON
fsr-3817	69	8	roughly	roughly	ADV
fsr-3817	69	9	correspond	correspond	VERB
fsr-3817	69	10	to	to	ADP
fsr-3817	69	11	the	the	DET
fsr-3817	69	12	variables	variable	NOUN
fsr-3817	69	13	of	of	ADP
fsr-3817	69	14	calculus	calculus	NOUN
fsr-3817	69	15	.	.	PUNCT
fsr-3817	70	1	a.	a.	NOUN
fsr-3817	70	2	fuzzy	fuzzy	PROPN
fsr-3817	70	3	sets	set	VERB
fsr-3817	70	4	concepts	concept	VERB
fsr-3817	70	5	the	the	DET
fsr-3817	70	6	area	area	NOUN
fsr-3817	70	7	of	of	ADP
fsr-3817	70	8	fuzzy	fuzzy	ADJ
fsr-3817	70	9	sets	set	NOUN
fsr-3817	70	10	can	can	AUX
fsr-3817	70	11	be	be	AUX
fsr-3817	70	12	regarded	regard	VERB
fsr-3817	70	13	both	both	PRON
fsr-3817	70	14	as	as	ADP
fsr-3817	70	15	a	a	DET
fsr-3817	70	16	formal	formal	ADJ
fsr-3817	70	17	theory	theory	NOUN
fsr-3817	70	18	and	and	CCONJ
fsr-3817	70	19	as	as	ADP
fsr-3817	70	20	the	the	DET
fsr-3817	70	21	modeling	modeling	NOUN
fsr-3817	70	22	lan	lan	PROPN
fsr-3817	70	23	guage	guage	NOUN
fsr-3817	70	24	aforementioned	aforementione	VERB
fsr-3817	70	25	(	(	PUNCT
fsr-3817	70	26	zimmermann	zimmermann	PROPN
fsr-3817	70	27	,	,	PUNCT
fsr-3817	70	28	199	199	NUM
fsr-3817	70	29	1	1	NUM
fsr-3817	70	30	,	,	PUNCT
fsr-3817	70	31	p.	p.	NOUN
fsr-3817	70	32	6	6	NUM
fsr-3817	70	33	)	)	PUNCT
fsr-3817	70	34	.	.	PUNCT
fsr-3817	71	1	the	the	DET
fsr-3817	71	2	formal	formal	ADJ
fsr-3817	71	3	theory	theory	NOUN
fsr-3817	71	4	is	be	AUX
fsr-3817	71	5	based	base	VERB
fsr-3817	71	6	on	on	ADP
fsr-3817	71	7	algebra	algebra	NOUN
fsr-3817	71	8	of	of	ADP
fsr-3817	71	9	fuzzy	fuzzy	ADJ
fsr-3817	71	10	sets	set	NOUN
fsr-3817	71	11	,	,	PUNCT
fsr-3817	71	12	which	which	PRON
fsr-3817	71	13	is	be	AUX
fsr-3817	71	14	,	,	PUNCT
fsr-3817	71	15	in	in	ADP
fsr-3817	71	16	turn	turn	NOUN
fsr-3817	71	17	,	,	PUNCT
fsr-3817	71	18	built	build	VERB
fsr-3817	71	19	upon	upon	SCONJ
fsr-3817	71	20	the	the	DET
fsr-3817	71	21	concept	concept	NOUN
fsr-3817	71	22	of	of	ADP
fsr-3817	71	23	a	a	DET
fsr-3817	71	24	fuzzy	fuzzy	ADJ
fsr-3817	71	25	set	set	NOUN
fsr-3817	71	26	.	.	PUNCT
fsr-3817	72	1	a	a	DET
fsr-3817	72	2	fuzzy	fuzzy	ADJ
fsr-3817	72	3	set	set	NOUN
fsr-3817	72	4	is	be	AUX
fsr-3817	72	5	a	a	DET
fsr-3817	72	6	set	set	NOUN
fsr-3817	72	7	in	in	ADP
fsr-3817	72	8	the	the	DET
fsr-3817	72	9	universe	universe	NOUN
fsr-3817	72	10	of	of	ADP
fsr-3817	72	11	discourse	discourse	NOUN
fsr-3817	72	12	defined	define	VERB
fsr-3817	72	13	by	by	ADP
fsr-3817	72	14	a	a	DET
fsr-3817	72	15	graded	grade	VERB
fsr-3817	72	16	membership	membership	NOUN
fsr-3817	72	17	function	function	NOUN
fsr-3817	72	18	.	.	PUNCT
fsr-3817	73	1	for	for	ADP
fsr-3817	73	2	example	example	NOUN
fsr-3817	73	3	,	,	PUNCT
fsr-3817	73	4	the	the	DET
fsr-3817	73	5	sets	set	NOUN
fsr-3817	73	6	“	"	PUNCT
fsr-3817	73	7	young	young	ADJ
fsr-3817	73	8	”	"	PUNCT
fsr-3817	73	9	(	(	PUNCT
fsr-3817	73	10	y	y	NOUN
fsr-3817	73	11	)	)	PUNCT
fsr-3817	73	12	and	and	CCONJ
fsr-3817	73	13	“	"	PUNCT
fsr-3817	73	14	old	old	ADJ
fsr-3817	73	15	”	"	PUNCT
fsr-3817	73	16	(	(	PUNCT
fsr-3817	73	17	0	0	NUM
fsr-3817	73	18	)	)	PUNCT
fsr-3817	73	19	in	in	ADP
fsr-3817	73	20	the	the	DET
fsr-3817	73	21	universe	universe	NOUN
fsr-3817	73	22	“	"	PUNCT
fsr-3817	73	23	active	active	ADJ
fsr-3817	73	24	investors	investor	NOUN
fsr-3817	73	25	”	"	PUNCT
fsr-3817	73	26	(	(	PUNCT
fsr-3817	73	27	i	i	NOUN
fsr-3817	73	28	)	)	PUNCT
fsr-3817	73	29	are	be	AUX
fsr-3817	73	30	fuzzy	fuzzy	ADJ
fsr-3817	73	31	sets	set	NOUN
fsr-3817	73	32	.	.	PUNCT
fsr-3817	74	1	these	these	DET
fsr-3817	74	2	sets	set	NOUN
fsr-3817	74	3	can	can	AUX
fsr-3817	74	4	be	be	AUX
fsr-3817	74	5	described	describe	VERB
fsr-3817	74	6	as	as	ADP
fsr-3817	74	7	y	y	PROPN
fsr-3817	74	8	=	=	PROPN
fsr-3817	74	9	{	{	PUNCT
fsr-3817	74	10	x	x	NOUN
fsr-3817	74	11	,	,	PUNCT
fsr-3817	74	12	uy	uy	PROPN
fsr-3817	74	13	(	(	PUNCT
fsr-3817	74	14	x	x	NOUN
fsr-3817	74	15	)	)	PUNCT
fsr-3817	74	16	}	}	PUNCT
fsr-3817	74	17	=	=	SYM
fsr-3817	74	18	{	{	PUNCT
fsr-3817	74	19	(	(	PUNCT
fsr-3817	74	20	10,0.6	10,0.6	NUM
fsr-3817	74	21	)	)	PUNCT
fsr-3817	74	22	,	,	PUNCT
fsr-3817	74	23	(	(	PUNCT
fsr-3817	74	24	20,o.q	20,o.q	NUM
fsr-3817	74	25	(	(	PUNCT
fsr-3817	74	26	30	30	NUM
fsr-3817	74	27	,	,	PUNCT
fsr-3817	74	28	l	l	NOUN
fsr-3817	74	29	)	)	PUNCT
fsr-3817	74	30	,	,	PUNCT
fsr-3817	74	31	(	(	PUNCT
fsr-3817	74	32	40,0.8	40,0.8	NUM
fsr-3817	74	33	)	)	PUNCT
fsr-3817	74	34	,	,	PUNCT
fsr-3817	74	35	(	(	PUNCT
fsr-3817	74	36	50,0.6	50,0.6	NUM
fsr-3817	74	37	)	)	PUNCT
fsr-3817	74	38	}	}	PUNCT
fsr-3817	74	39	,	,	PUNCT
fsr-3817	74	40	and	and	CCONJ
fsr-3817	74	41	0	0	X
fsr-3817	74	42	=	=	SYM
fsr-3817	74	43	{	{	PUNCT
fsr-3817	74	44	x	x	NOUN
fsr-3817	74	45	,	,	PUNCT
fsr-3817	74	46	uo	uo	INTJ
fsr-3817	74	47	(	(	PUNCT
fsr-3817	74	48	x	x	NOUN
fsr-3817	74	49	)	)	PUNCT
fsr-3817	74	50	}	}	PUNCT
fsr-3817	74	51	=	=	SYM
fsr-3817	74	52	{	{	PUNCT
fsr-3817	74	53	(	(	PUNCT
fsr-3817	74	54	40,0.6	40,0.6	NUM
fsr-3817	74	55	)	)	PUNCT
fsr-3817	74	56	,	,	PUNCT
fsr-3817	74	57	(	(	PUNCT
fsr-3817	74	58	50,0.8	50,0.8	NUM
fsr-3817	74	59	)	)	PUNCT
fsr-3817	74	60	,	,	PUNCT
fsr-3817	74	61	(	(	PUNCT
fsr-3817	74	62	60	60	NUM
fsr-3817	74	63	,	,	PUNCT
fsr-3817	74	64	1	1	NUM
fsr-3817	74	65	)	)	PUNCT
fsr-3817	74	66	,	,	PUNCT
fsr-3817	74	67	(	(	PUNCT
fsr-3817	74	68	70,0.8	70,0.8	NUM
fsr-3817	74	69	)	)	PUNCT
fsr-3817	74	70	,	,	PUNCT
fsr-3817	74	71	(	(	PUNCT
fsr-3817	74	72	80,0.6	80,0.6	NUM
fsr-3817	74	73	)	)	PUNCT
fsr-3817	74	74	}	}	PUNCT
fsr-3817	74	75	,	,	PUNCT
fsr-3817	74	76	and	and	CCONJ
fsr-3817	74	77	y	y	PROPN
fsr-3817	74	78	,	,	PUNCT
fsr-3817	74	79	0	0	PROPN
fsr-3817	74	80	c	c	NOUN
fsr-3817	74	81	i.	i.	PROPN
fsr-3817	74	82	each	each	DET
fsr-3817	74	83	set	set	NOUN
fsr-3817	74	84	is	be	AUX
fsr-3817	74	85	described	describe	VERB
fsr-3817	74	86	by	by	ADP
fsr-3817	74	87	an	an	DET
fsr-3817	74	88	ordered	order	VERB
fsr-3817	74	89	pair	pair	NOUN
fsr-3817	74	90	:	:	PUNCT
fsr-3817	74	91	the	the	DET
fsr-3817	74	92	first	first	ADJ
fsr-3817	74	93	element	element	NOUN
fsr-3817	74	94	indicates	indicate	VERB
fsr-3817	74	95	the	the	DET
fsr-3817	74	96	age	age	NOUN
fsr-3817	74	97	,	,	PUNCT
fsr-3817	74	98	the	the	DET
fsr-3817	74	99	sec	sec	PROPN
fsr-3817	74	100	ond	ond	NOUN
fsr-3817	74	101	element	element	NOUN
fsr-3817	74	102	the	the	DET
fsr-3817	74	103	grade	grade	NOUN
fsr-3817	74	104	of	of	ADP
fsr-3817	74	105	membership	membership	NOUN
fsr-3817	74	106	to	to	ADP
fsr-3817	74	107	the	the	DET
fsr-3817	74	108	set	set	NOUN
fsr-3817	74	109	,	,	PUNCT
fsr-3817	74	110	uy(x	uy(x	X
fsr-3817	74	111	)	)	PUNCT
fsr-3817	74	112	is	be	AUX
fsr-3817	74	113	the	the	DET
fsr-3817	74	114	membership	membership	NOUN
fsr-3817	74	115	function	function	NOUN
fsr-3817	74	116	.	.	PUNCT
fsr-3817	75	1	for	for	ADP
fsr-3817	75	2	example	example	NOUN
fsr-3817	75	3	,	,	PUNCT
fsr-3817	75	4	the	the	DET
fsr-3817	75	5	pair	pair	NOUN
fsr-3817	75	6	(	(	PUNCT
fsr-3817	75	7	40	40	NUM
fsr-3817	75	8	,	,	PUNCT
fsr-3817	75	9	0.8	0.8	NUM
fsr-3817	75	10	)	)	PUNCT
fsr-3817	75	11	in	in	ADP
fsr-3817	75	12	the	the	DET
fsr-3817	75	13	subset	subset	NOUN
fsr-3817	75	14	“	"	PUNCT
fsr-3817	75	15	young	young	ADJ
fsr-3817	75	16	”	"	PUNCT
fsr-3817	75	17	can	can	AUX
fsr-3817	75	18	be	be	AUX
fsr-3817	75	19	read	read	VERB
fsr-3817	75	20	as	as	ADP
fsr-3817	75	21	,	,	PUNCT
fsr-3817	75	22	a	a	DET
fsr-3817	75	23	40	40	NUM
fsr-3817	75	24	-	-	PUNCT
fsr-3817	75	25	year	year	NOUN
fsr-3817	75	26	-	-	PUNCT
fsr-3817	75	27	old	old	ADJ
fsr-3817	75	28	is	be	AUX
fsr-3817	75	29	only	only	ADV
fsr-3817	75	30	a	a	DET
fsr-3817	75	31	80	80	NUM
fsr-3817	75	32	%	%	NOUN
fsr-3817	75	33	member	member	NOUN
fsr-3817	75	34	of	of	ADP
fsr-3817	75	35	this	this	DET
fsr-3817	75	36	group	group	NOUN
fsr-3817	75	37	.	.	PUNCT
fsr-3817	76	1	the	the	DET
fsr-3817	76	2	same	same	ADJ
fsr-3817	76	3	40	40	NUM
fsr-3817	76	4	-	-	PUNCT
fsr-3817	76	5	year	year	NOUN
fsr-3817	76	6	-	-	PUNCT
fsr-3817	76	7	old	old	ADJ
fsr-3817	76	8	would	would	AUX
fsr-3817	76	9	be	be	AUX
fsr-3817	76	10	a	a	DET
fsr-3817	76	11	60	60	NUM
fsr-3817	76	12	%	%	NOUN
fsr-3817	76	13	member	member	NOUN
fsr-3817	76	14	of	of	ADP
fsr-3817	76	15	the	the	DET
fsr-3817	76	16	set	set	NOUN
fsr-3817	76	17	“	"	PUNCT
fsr-3817	76	18	old	old	ADJ
fsr-3817	76	19	.	.	PUNCT
fsr-3817	76	20	”	"	PUNCT
fsr-3817	77	1	the	the	DET
fsr-3817	77	2	best	good	ADJ
fsr-3817	77	3	representatives	representative	NOUN
fsr-3817	77	4	of	of	ADP
fsr-3817	77	5	the	the	DET
fsr-3817	77	6	(	(	PUNCT
fsr-3817	77	7	fuzzy	fuzzy	ADJ
fsr-3817	77	8	)	)	PUNCT
fsr-3817	77	9	adjectives	adjective	NOUN
fsr-3817	77	10	“	"	PUNCT
fsr-3817	77	11	young	young	ADJ
fsr-3817	77	12	”	"	PUNCT
fsr-3817	77	13	and	and	CCONJ
fsr-3817	77	14	“	"	PUNCT
fsr-3817	77	15	old	old	ADJ
fsr-3817	77	16	”	"	PUNCT
fsr-3817	77	17	are	be	AUX
fsr-3817	77	18	30	30	NUM
fsr-3817	77	19	and	and	CCONJ
fsr-3817	77	20	60	60	NUM
fsr-3817	77	21	years	year	NOUN
fsr-3817	77	22	,	,	PUNCT
fsr-3817	77	23	respectively	respectively	ADV
fsr-3817	77	24	.	.	PUNCT
fsr-3817	78	1	note	note	VERB
fsr-3817	78	2	that	that	SCONJ
fsr-3817	78	3	there	there	PRON
fsr-3817	78	4	is	be	VERB
fsr-3817	78	5	some	some	DET
fsr-3817	78	6	grading	grade	VERB
fsr-3817	78	7	,	,	PUNCT
fsr-3817	78	8	as	as	ADV
fsr-3817	78	9	well	well	ADV
fsr-3817	78	10	as	as	ADP
fsr-3817	78	11	an	an	DET
fsr-3817	78	12	overlap	overlap	NOUN
fsr-3817	78	13	,	,	PUNCT
fsr-3817	78	14	between	between	ADP
fsr-3817	78	15	a	a	DET
fsr-3817	78	16	fuzzy	fuzzy	ADJ
fsr-3817	78	17	set	set	NOUN
fsr-3817	78	18	and	and	CCONJ
fsr-3817	78	19	its	its	PRON
fsr-3817	78	20	complement	complement	NOUN
fsr-3817	78	21	.	.	PUNCT
fsr-3817	79	1	this	this	PRON
fsr-3817	79	2	is	be	AUX
fsr-3817	79	3	different	different	ADJ
fsr-3817	79	4	from	from	ADP
fsr-3817	79	5	the	the	DET
fsr-3817	79	6	sets	set	NOUN
fsr-3817	79	7	employed	employ	VERB
fsr-3817	79	8	in	in	ADP
fsr-3817	79	9	boolean	boolean	ADJ
fsr-3817	79	10	algebra	algebra	NOUN
fsr-3817	79	11	,	,	PUNCT
fsr-3817	79	12	in	in	ADP
fsr-3817	79	13	which	which	PRON
fsr-3817	79	14	an	an	DET
fsr-3817	79	15	investor	investor	NOUN
fsr-3817	79	16	would	would	AUX
fsr-3817	79	17	belong	belong	VERB
fsr-3817	79	18	to	to	ADP
fsr-3817	79	19	either	either	CCONJ
fsr-3817	79	20	the	the	DET
fsr-3817	79	21	“	"	PUNCT
fsr-3817	79	22	young	young	ADJ
fsr-3817	79	23	”	"	PUNCT
fsr-3817	79	24	or	or	CCONJ
fsr-3817	79	25	the	the	DET
fsr-3817	79	26	“	"	PUNCT
fsr-3817	79	27	not	not	PART
fsr-3817	79	28	young	young	ADJ
fsr-3817	79	29	”	"	PUNCT
fsr-3817	79	30	set	set	NOUN
fsr-3817	79	31	,	,	PUNCT
fsr-3817	79	32	but	but	CCONJ
fsr-3817	79	33	never	never	ADV
fsr-3817	79	34	to	to	ADP
fsr-3817	79	35	both	both	DET
fsr-3817	79	36	(	(	PUNCT
fsr-3817	79	37	law	law	NOUN
fsr-3817	79	38	of	of	ADP
fsr-3817	79	39	the	the	DET
fsr-3817	79	40	excluded	exclude	VERB
fsr-3817	79	41	middle	middle	NOUN
fsr-3817	79	42	)	)	PUNCT
fsr-3817	79	43	.	.	PUNCT
fsr-3817	80	1	the	the	DET
fsr-3817	80	2	selection	selection	NOUN
fsr-3817	80	3	of	of	ADP
fsr-3817	80	4	elements	element	NOUN
fsr-3817	80	5	above	above	ADP
fsr-3817	80	6	a	a	DET
fsr-3817	80	7	given	give	VERB
fsr-3817	80	8	level	level	NOUN
fsr-3817	80	9	of	of	ADP
fsr-3817	80	10	mem	mem	ADJ
fsr-3817	80	11	bership	bership	NOUN
fsr-3817	80	12	(	(	PUNCT
fsr-3817	80	13	say	say	VERB
fsr-3817	80	14	u(x	u(x	NOUN
fsr-3817	80	15	)	)	PUNCT
fsr-3817	80	16	>	>	X
fsr-3817	80	17	0.6	0.6	NUM
fsr-3817	80	18	)	)	PUNCT
fsr-3817	80	19	is	be	AUX
fsr-3817	80	20	called	call	VERB
fsr-3817	80	21	an	an	DET
fsr-3817	80	22	alpha	alpha	NOUN
fsr-3817	80	23	-	-	PUNCT
fsr-3817	80	24	cut	cut	NOUN
fsr-3817	80	25	.	.	PUNCT
fsr-3817	81	1	memberships	membership	NOUN
fsr-3817	81	2	can	can	AUX
fsr-3817	81	3	be	be	AUX
fsr-3817	81	4	normalized	normalize	VERB
fsr-3817	81	5	to	to	ADP
fsr-3817	81	6	1	1	NUM
fsr-3817	81	7	and	and	CCONJ
fsr-3817	81	8	can	can	AUX
fsr-3817	81	9	be	be	AUX
fsr-3817	81	10	constructed	construct	VERB
fsr-3817	81	11	to	to	PART
fsr-3817	81	12	be	be	AUX
fsr-3817	81	13	symmetric	symmetric	ADJ
fsr-3817	81	14	,	,	PUNCT
fsr-3817	81	15	but	but	CCONJ
fsr-3817	81	16	these	these	PRON
fsr-3817	81	17	are	be	AUX
fsr-3817	81	18	nonessential	nonessential	ADJ
fsr-3817	81	19	properties	property	NOUN
fsr-3817	81	20	.	.	PUNCT
fsr-3817	82	1	the	the	DET
fsr-3817	82	2	values	value	NOUN
fsr-3817	82	3	for	for	ADP
fsr-3817	82	4	the	the	DET
fsr-3817	82	5	membership	membership	NOUN
fsr-3817	82	6	function	function	NOUN
fsr-3817	82	7	used	use	VERB
fsr-3817	82	8	in	in	ADP
fsr-3817	82	9	the	the	DET
fsr-3817	82	10	set	set	ADJ
fsr-3817	82	11	young	young	ADJ
fsr-3817	82	12	(	(	PUNCT
fsr-3817	82	13	y	y	NOUN
fsr-3817	82	14	)	)	PUNCT
fsr-3817	82	15	,	,	PUNCT
fsr-3817	82	16	above	above	ADV
fsr-3817	82	17	,	,	PUNCT
fsr-3817	82	18	have	have	VERB
fsr-3817	82	19	a	a	DET
fsr-3817	82	20	possibility	possibility	NOUN
fsr-3817	82	21	meaning	meaning	NOUN
fsr-3817	82	22	(	(	PUNCT
fsr-3817	82	23	zadeh	zadeh	PROPN
fsr-3817	82	24	,	,	PUNCT
fsr-3817	82	25	1978	1978	NUM
fsr-3817	82	26	)	)	PUNCT
fsr-3817	82	27	.	.	PUNCT
fsr-3817	83	1	these	these	DET
fsr-3817	83	2	values	value	NOUN
fsr-3817	83	3	have	have	VERB
fsr-3817	83	4	a	a	DET
fsr-3817	83	5	meaning	meaning	NOUN
fsr-3817	83	6	of	of	ADP
fsr-3817	83	7	compatibility	compatibility	NOUN
fsr-3817	83	8	,	,	PUNCT
fsr-3817	83	9	which	which	PRON
fsr-3817	83	10	can	can	AUX
fsr-3817	83	11	be	be	AUX
fsr-3817	83	12	of	of	ADP
fsr-3817	83	13	a	a	DET
fsr-3817	83	14	linguistic	linguistic	ADJ
fsr-3817	83	15	,	,	PUNCT
fsr-3817	83	16	or	or	CCONJ
fsr-3817	83	17	economic	economic	ADJ
fsr-3817	83	18	nature	nature	NOUN
fsr-3817	83	19	(	(	PUNCT
fsr-3817	83	20	a	a	DET
fsr-3817	83	21	savings	savings	NOUN
fsr-3817	83	22	account	account	NOUN
fsr-3817	83	23	is	be	AUX
fsr-3817	83	24	60	60	NUM
fsr-3817	83	25	%	%	NOUN
fsr-3817	83	26	liquid	liquid	NOUN
fsr-3817	83	27	,	,	PUNCT
fsr-3817	83	28	common	common	ADJ
fsr-3817	83	29	stock	stock	NOUN
fsr-3817	83	30	is	be	AUX
fsr-3817	83	31	20	20	NUM
fsr-3817	83	32	%	%	NOUN
fsr-3817	83	33	safe	safe	ADJ
fsr-3817	83	34	,	,	PUNCT
fsr-3817	83	35	at	at	ADP
fsr-3817	83	36	age	age	NOUN
fsr-3817	83	37	65	65	NUM
fsr-3817	83	38	income	income	NOUN
fsr-3817	83	39	and	and	CCONJ
fsr-3817	83	40	safety	safety	NOUN
fsr-3817	83	41	replace	replace	NOUN
fsr-3817	83	42	appreciation	appreciation	NOUN
fsr-3817	83	43	as	as	ADP
fsr-3817	83	44	the	the	DET
fsr-3817	83	45	most	most	ADV
fsr-3817	83	46	important	important	ADJ
fsr-3817	83	47	attribute	attribute	NOUN
fsr-3817	83	48	of	of	ADP
fsr-3817	83	49	securities	security	NOUN
fsr-3817	83	50	,	,	PUNCT
fsr-3817	83	51	etc	etc	X
fsr-3817	83	52	.	.	X
fsr-3817	83	53	)	)	PUNCT
fsr-3817	83	54	,	,	PUNCT
fsr-3817	83	55	as	as	ADP
fsr-3817	83	56	in	in	ADP
fsr-3817	83	57	smith	smith	PROPN
fsr-3817	83	58	’s	’s	PART
fsr-3817	83	59	model	model	NOUN
fsr-3817	83	60	.	.	PUNCT
fsr-3817	84	1	y	y	PROPN
fsr-3817	84	2	,	,	PUNCT
fsr-3817	84	3	0	0	NUM
fsr-3817	84	4	,	,	PUNCT
fsr-3817	84	5	and	and	CCONJ
fsr-3817	84	6	i	i	PRON
fsr-3817	84	7	are	be	AUX
fsr-3817	84	8	examples	example	NOUN
fsr-3817	84	9	of	of	ADP
fsr-3817	84	10	fuzzy	fuzzy	ADJ
fsr-3817	84	11	sets	set	NOUN
fsr-3817	84	12	,	,	PUNCT
fsr-3817	84	13	with	with	ADP
fsr-3817	84	14	fuzzy	fuzzy	ADJ
fsr-3817	84	15	mem	mem	ADJ
fsr-3817	84	16	~	~	NOUN
fsr-3817	84	17	rships	rship	NOUN
fsr-3817	84	18	and	and	CCONJ
fsr-3817	84	19	a	a	DET
fsr-3817	84	20	fuzzy	fuzzy	ADJ
fsr-3817	84	21	universe	universe	NOUN
fsr-3817	84	22	definition	definition	NOUN
fsr-3817	84	23	.	.	PUNCT
fsr-3817	85	1	the	the	DET
fsr-3817	85	2	same	same	ADJ
fsr-3817	85	3	types	type	NOUN
fsr-3817	85	4	of	of	ADP
fsr-3817	85	5	fuzziness	fuzziness	NOUN
fsr-3817	85	6	and	and	CCONJ
fsr-3817	85	7	sets	set	NOUN
fsr-3817	85	8	appear	appear	VERB
fsr-3817	85	9	when	when	SCONJ
fsr-3817	85	10	assets	asset	NOUN
fsr-3817	85	11	are	be	AUX
fsr-3817	85	12	grouped	group	VERB
fsr-3817	85	13	into	into	ADP
fsr-3817	85	14	classes	class	NOUN
fsr-3817	85	15	(	(	PUNCT
fsr-3817	85	16	fixed	fix	VERB
fsr-3817	85	17	income	income	NOUN
fsr-3817	85	18	versus	versus	ADP
fsr-3817	85	19	variable	variable	ADJ
fsr-3817	85	20	income	income	NOUN
fsr-3817	85	21	)	)	PUNCT
fsr-3817	85	22	or	or	CCONJ
fsr-3817	85	23	into	into	ADP
fsr-3817	85	24	subclasses	subclass	NOUN
fsr-3817	85	25	(	(	PUNCT
fsr-3817	85	26	growth	growth	NOUN
fsr-3817	85	27	versus	versus	ADP
fsr-3817	85	28	income	income	NOUN
fsr-3817	85	29	stocks	stock	NOUN
fsr-3817	85	30	)	)	PUNCT
fsr-3817	85	31	and	and	CCONJ
fsr-3817	85	32	in	in	ADP
fsr-3817	85	33	the	the	DET
fsr-3817	85	34	labeling	labeling	NOUN
fsr-3817	85	35	of	of	ADP
fsr-3817	85	36	economic	economic	ADJ
fsr-3817	85	37	situations	situation	NOUN
fsr-3817	85	38	(	(	PUNCT
fsr-3817	85	39	recessions	recession	NOUN
fsr-3817	85	40	,	,	PUNCT
fsr-3817	85	41	transitions	transition	NOUN
fsr-3817	85	42	,	,	PUNCT
fsr-3817	85	43	and	and	CCONJ
fsr-3817	85	44	periods	period	NOUN
fsr-3817	85	45	of	of	ADP
fsr-3817	85	46	prosperity	prosperity	NOUN
fsr-3817	85	47	)	)	PUNCT
fsr-3817	85	48	.	.	PUNCT
fsr-3817	86	1	note	note	VERB
fsr-3817	86	2	that	that	SCONJ
fsr-3817	86	3	no	no	DET
fsr-3817	86	4	amount	amount	NOUN
fsr-3817	86	5	of	of	ADP
fsr-3817	86	6	additional	additional	ADJ
fsr-3817	86	7	data	datum	NOUN
fsr-3817	86	8	can	can	AUX
fsr-3817	86	9	eliminate	eliminate	VERB
fsr-3817	86	10	the	the	DET
fsr-3817	86	11	uncertainty	uncertainty	NOUN
fsr-3817	86	12	regarding	regard	VERB
fsr-3817	86	13	these	these	DET
fsr-3817	86	14	sets	set	NOUN
fsr-3817	86	15	.	.	PUNCT
fsr-3817	87	1	these	these	DET
fsr-3817	87	2	constructs	construct	NOUN
fsr-3817	87	3	are	be	AUX
fsr-3817	87	4	used	use	VERB
fsr-3817	87	5	in	in	ADP
fsr-3817	87	6	financial	financial	ADJ
fsr-3817	87	7	counseling	counseling	NOUN
fsr-3817	87	8	because	because	SCONJ
fsr-3817	87	9	they	they	PRON
fsr-3817	87	10	are	be	AUX
fsr-3817	87	11	useful	useful	ADJ
fsr-3817	87	12	.	.	PUNCT
fsr-3817	88	1	for	for	ADP
fsr-3817	88	2	exam	exam	PROPN
fsr-3817	88	3	ple	ple	PROPN
fsr-3817	88	4	,	,	PUNCT
fsr-3817	88	5	a	a	DET
fsr-3817	88	6	brokerage	brokerage	NOUN
fsr-3817	88	7	service	service	NOUN
fsr-3817	88	8	may	may	AUX
fsr-3817	88	9	want	want	VERB
fsr-3817	88	10	to	to	PART
fsr-3817	88	11	learn	learn	VERB
fsr-3817	88	12	how	how	SCONJ
fsr-3817	88	13	many	many	ADJ
fsr-3817	88	14	of	of	ADP
fsr-3817	88	15	their	their	PRON
fsr-3817	88	16	clients	client	NOUN
fsr-3817	88	17	are	be	AUX
fsr-3817	88	18	really	really	ADV
fsr-3817	88	19	“	"	PUNCT
fsr-3817	88	20	active	active	ADJ
fsr-3817	88	21	an	an	DET
fsr-3817	88	22	application	application	NOUN
fsr-3817	88	23	of	of	ADP
fsr-3817	88	24	fuzzy	fuzzy	ADJ
fsr-3817	88	25	set	set	NOUN
fsr-3817	88	26	theory	theory	NOUN
fsr-3817	88	27	101	101	NUM
fsr-3817	88	28	investors	investor	NOUN
fsr-3817	88	29	.	.	PUNCT
fsr-3817	88	30	”	"	PUNCT
fsr-3817	89	1	the	the	DET
fsr-3817	89	2	adverb	adverb	NOUN
fsr-3817	89	3	“	"	PUNCT
fsr-3817	89	4	really	really	ADV
fsr-3817	89	5	”	"	PUNCT
fsr-3817	89	6	is	be	AUX
fsr-3817	89	7	another	another	DET
fsr-3817	89	8	fuzzy	fuzzy	ADJ
fsr-3817	89	9	qualifier	qualifier	NOUN
fsr-3817	89	10	that	that	PRON
fsr-3817	89	11	is	be	AUX
fsr-3817	89	12	useful	useful	ADJ
fsr-3817	89	13	to	to	PART
fsr-3817	89	14	communicate	communicate	VERB
fsr-3817	89	15	.	.	PUNCT
fsr-3817	90	1	fuzzy	fuzzy	ADJ
fsr-3817	90	2	set	set	NOUN
fsr-3817	90	3	theory	theory	NOUN
fsr-3817	90	4	has	have	AUX
fsr-3817	90	5	been	be	AUX
fsr-3817	90	6	developed	develop	VERB
fsr-3817	90	7	to	to	PART
fsr-3817	90	8	provide	provide	VERB
fsr-3817	90	9	support	support	NOUN
fsr-3817	90	10	to	to	ADP
fsr-3817	90	11	everyday	everyday	ADJ
fsr-3817	90	12	reasoning	reasoning	NOUN
fsr-3817	90	13	.	.	PUNCT
fsr-3817	91	1	rather	rather	ADV
fsr-3817	91	2	than	than	ADP
fsr-3817	91	3	purifying	purify	VERB
fsr-3817	91	4	concepts	concept	NOUN
fsr-3817	91	5	so	so	SCONJ
fsr-3817	91	6	that	that	SCONJ
fsr-3817	91	7	they	they	PRON
fsr-3817	91	8	conform	conform	VERB
fsr-3817	91	9	to	to	ADP
fsr-3817	91	10	the	the	DET
fsr-3817	91	11	boolean	boolean	ADJ
fsr-3817	91	12	framework	framework	NOUN
fsr-3817	91	13	,	,	PUNCT
fsr-3817	91	14	fuzzy	fuzzy	ADJ
fsr-3817	91	15	set	set	VERB
fsr-3817	91	16	theory	theory	NOUN
fsr-3817	91	17	con	con	NOUN
fsr-3817	91	18	forms	form	NOUN
fsr-3817	91	19	itself	itself	PRON
fsr-3817	91	20	to	to	ADP
fsr-3817	91	21	individuals	individual	NOUN
fsr-3817	91	22	.	.	PUNCT
fsr-3817	92	1	major	major	ADJ
fsr-3817	92	2	operations	operation	NOUN
fsr-3817	92	3	are	be	AUX
fsr-3817	92	4	defined	define	VERB
fsr-3817	92	5	in	in	ADP
fsr-3817	92	6	fuzzy	fuzzy	ADJ
fsr-3817	92	7	sets	set	NOUN
fsr-3817	92	8	such	such	ADJ
fsr-3817	92	9	as	as	ADP
fsr-3817	92	10	the	the	DET
fsr-3817	92	11	cartesian	cartesian	ADJ
fsr-3817	92	12	product	product	NOUN
fsr-3817	92	13	,	,	PUNCT
fsr-3817	92	14	the	the	DET
fsr-3817	92	15	algebraic	algebraic	ADJ
fsr-3817	92	16	product	product	NOUN
fsr-3817	92	17	,	,	PUNCT
fsr-3817	92	18	etc	etc	X
fsr-3817	92	19	.	.	X
fsr-3817	92	20	and	and	CCONJ
fsr-3817	92	21	in	in	ADP
fsr-3817	92	22	set	set	NOUN
fsr-3817	92	23	-	-	PUNCT
fsr-3817	92	24	theoretic	theoretic	NOUN
fsr-3817	92	25	operations	operation	NOUN
fsr-3817	92	26	such	such	ADJ
fsr-3817	92	27	as	as	ADP
fsr-3817	92	28	union	union	NOUN
fsr-3817	92	29	and	and	CCONJ
fsr-3817	92	30	intersection	intersection	NOUN
fsr-3817	92	31	,	,	PUNCT
fsr-3817	92	32	the	the	DET
fsr-3817	92	33	max	max	PROPN
fsr-3817	92	34	-	-	PUNCT
fsr-3817	92	35	opera	opera	NOUN
fsr-3817	92	36	tor	tor	NOUN
fsr-3817	92	37	(	(	PUNCT
fsr-3817	92	38	logical	logical	ADJ
fsr-3817	92	39	“	"	PUNCT
fsr-3817	92	40	or	or	CCONJ
fsr-3817	92	41	”	"	PUNCT
fsr-3817	92	42	)	)	PUNCT
fsr-3817	92	43	and	and	CCONJ
fsr-3817	92	44	the	the	DET
fsr-3817	92	45	min	min	NOUN
fsr-3817	92	46	-	-	NOUN
fsr-3817	92	47	operator	operator	NOUN
fsr-3817	92	48	(	(	PUNCT
fsr-3817	92	49	logical	logical	ADJ
fsr-3817	92	50	“	"	PUNCT
fsr-3817	92	51	and	and	CCONJ
fsr-3817	92	52	’	'	PUNCT
fsr-3817	92	53	)	)	PUNCT
fsr-3817	92	54	.	.	PUNCT
fsr-3817	93	1	for	for	ADP
fsr-3817	93	2	example	example	NOUN
fsr-3817	93	3	,	,	PUNCT
fsr-3817	93	4	if	if	SCONJ
fsr-3817	93	5	there	there	PRON
fsr-3817	93	6	is	be	VERB
fsr-3817	93	7	the	the	DET
fsr-3817	93	8	percep	percep	NOUN
fsr-3817	93	9	tion	tion	NOUN
fsr-3817	93	10	that	that	SCONJ
fsr-3817	93	11	something	something	PRON
fsr-3817	93	12	is	be	AUX
fsr-3817	93	13	missing	miss	VERB
fsr-3817	93	14	between	between	ADP
fsr-3817	93	15	“	"	PUNCT
fsr-3817	93	16	young	young	ADJ
fsr-3817	93	17	”	"	PUNCT
fsr-3817	93	18	and	and	CCONJ
fsr-3817	93	19	“	"	PUNCT
fsr-3817	93	20	old	old	ADJ
fsr-3817	93	21	,	,	PUNCT
fsr-3817	93	22	”	"	PUNCT
fsr-3817	93	23	the	the	DET
fsr-3817	93	24	intersection	intersection	NOUN
fsr-3817	93	25	of	of	ADP
fsr-3817	93	26	these	these	DET
fsr-3817	93	27	two	two	NUM
fsr-3817	93	28	fuzzy	fuzzy	ADJ
fsr-3817	93	29	sets	set	NOUN
fsr-3817	93	30	would	would	AUX
fsr-3817	93	31	provide	provide	VERB
fsr-3817	93	32	us	we	PRON
fsr-3817	93	33	with	with	ADP
fsr-3817	93	34	a	a	DET
fsr-3817	93	35	third	third	ADJ
fsr-3817	93	36	set	set	NOUN
fsr-3817	93	37	that	that	PRON
fsr-3817	93	38	could	could	AUX
fsr-3817	93	39	be	be	AUX
fsr-3817	93	40	called	call	VERB
fsr-3817	93	41	“	"	PUNCT
fsr-3817	93	42	mature	mature	ADJ
fsr-3817	93	43	”	"	PUNCT
fsr-3817	93	44	and	and	CCONJ
fsr-3817	93	45	which	which	PRON
fsr-3817	93	46	fills	fill	VERB
fsr-3817	93	47	the	the	DET
fsr-3817	93	48	logical	logical	ADJ
fsr-3817	93	49	void	void	NOUN
fsr-3817	93	50	,	,	PUNCT
fsr-3817	93	51	that	that	ADV
fsr-3817	93	52	is	is	ADV
fsr-3817	93	53	,	,	PUNCT
fsr-3817	93	54	“	"	PUNCT
fsr-3817	93	55	mature	mature	ADJ
fsr-3817	93	56	”	"	PUNCT
fsr-3817	93	57	=	=	SYM
fsr-3817	93	58	y	y	PROPN
fsr-3817	93	59	n	n	NOUN
fsr-3817	93	60	0	0	NUM
fsr-3817	94	1	=	=	SYM
fsr-3817	94	2	m	m	NOUN
fsr-3817	94	3	=	=	SYM
fsr-3817	94	4	{	{	PUNCT
fsr-3817	94	5	(	(	PUNCT
fsr-3817	94	6	40,0.6	40,0.6	NUM
fsr-3817	94	7	)	)	PUNCT
fsr-3817	94	8	,	,	PUNCT
fsr-3817	94	9	(	(	PUNCT
fsr-3817	94	10	50,0.6	50,0.6	NUM
fsr-3817	94	11	)	)	PUNCT
fsr-3817	94	12	}	}	PUNCT
fsr-3817	94	13	.	.	PUNCT
fsr-3817	95	1	b.	b.	PROPN
fsr-3817	95	2	fuzzy	fuzzy	ADJ
fsr-3817	95	3	relationships	relationship	NOUN
fsr-3817	95	4	and	and	CCONJ
fsr-3817	95	5	their	their	PRON
fsr-3817	95	6	composition	composition	NOUN
fsr-3817	95	7	relationships	relationship	NOUN
fsr-3817	95	8	are	be	AUX
fsr-3817	95	9	generalizations	generalization	NOUN
fsr-3817	95	10	of	of	ADP
fsr-3817	95	11	functions	function	NOUN
fsr-3817	95	12	.	.	PUNCT
fsr-3817	96	1	functions	function	NOUN
fsr-3817	96	2	assign	assign	VERB
fsr-3817	96	3	a	a	DET
fsr-3817	96	4	unique	unique	ADJ
fsr-3817	96	5	object	object	NOUN
fsr-3817	96	6	(	(	PUNCT
fsr-3817	96	7	value	value	NOUN
fsr-3817	96	8	of	of	ADP
fsr-3817	96	9	the	the	DET
fsr-3817	96	10	function	function	NOUN
fsr-3817	96	11	)	)	PUNCT
fsr-3817	96	12	for	for	ADP
fsr-3817	96	13	each	each	DET
fsr-3817	96	14	object	object	NOUN
fsr-3817	96	15	in	in	ADP
fsr-3817	96	16	their	their	PRON
fsr-3817	96	17	domain	domain	NOUN
fsr-3817	96	18	(	(	PUNCT
fsr-3817	96	19	argument	argument	NOUN
fsr-3817	96	20	)	)	PUNCT
fsr-3817	96	21	.	.	PUNCT
fsr-3817	97	1	functions	function	NOUN
fsr-3817	97	2	pair	pair	NOUN
fsr-3817	97	3	values	value	NOUN
fsr-3817	97	4	of	of	ADP
fsr-3817	97	5	variables	variable	NOUN
fsr-3817	97	6	,	,	PUNCT
fsr-3817	97	7	while	while	SCONJ
fsr-3817	97	8	relationships	relationship	NOUN
fsr-3817	97	9	pair	pair	VERB
fsr-3817	97	10	variables	variable	NOUN
fsr-3817	97	11	or	or	CCONJ
fsr-3817	97	12	sets	set	VERB
fsr-3817	97	13	themselves	themselves	PRON
fsr-3817	97	14	.	.	PUNCT
fsr-3817	98	1	much	much	ADJ
fsr-3817	98	2	of	of	ADP
fsr-3817	98	3	the	the	DET
fsr-3817	98	4	scientific	scientific	ADJ
fsr-3817	98	5	effort	effort	NOUN
fsr-3817	98	6	is	be	AUX
fsr-3817	98	7	aimed	aim	VERB
fsr-3817	98	8	at	at	ADP
fsr-3817	98	9	uncovering	uncover	VERB
fsr-3817	98	10	and	and	CCONJ
fsr-3817	98	11	discovering	discover	VERB
fsr-3817	98	12	such	such	ADJ
fsr-3817	98	13	relationships	relationship	NOUN
fsr-3817	98	14	because	because	SCONJ
fsr-3817	98	15	they	they	PRON
fsr-3817	98	16	lend	lend	VERB
fsr-3817	98	17	a	a	DET
fsr-3817	98	18	degree	degree	NOUN
fsr-3817	98	19	of	of	ADP
fsr-3817	98	20	perma	perma	NOUN
fsr-3817	98	21	nency	nency	NOUN
fsr-3817	98	22	to	to	ADP
fsr-3817	98	23	our	our	PRON
fsr-3817	98	24	knowledge	knowledge	NOUN
fsr-3817	98	25	.	.	PUNCT
fsr-3817	99	1	a	a	DET
fsr-3817	99	2	fuzzy	fuzzy	ADJ
fsr-3817	99	3	relationship	relationship	NOUN
fsr-3817	99	4	is	be	AUX
fsr-3817	99	5	a	a	DET
fsr-3817	99	6	relationship	relationship	NOUN
fsr-3817	99	7	defined	define	VERB
fsr-3817	99	8	over	over	ADP
fsr-3817	99	9	fuzzy	fuzzy	ADJ
fsr-3817	99	10	sets	set	NOUN
fsr-3817	99	11	.	.	PUNCT
fsr-3817	100	1	with	with	ADP
fsr-3817	100	2	discrete	discrete	ADJ
fsr-3817	100	3	supports	support	NOUN
fsr-3817	100	4	,	,	PUNCT
fsr-3817	100	5	that	that	ADV
fsr-3817	100	6	is	is	ADV
fsr-3817	100	7	,	,	PUNCT
fsr-3817	100	8	numbers	number	NOUN
fsr-3817	100	9	,	,	PUNCT
fsr-3817	100	10	matrices	matrix	NOUN
fsr-3817	100	11	express	express	VERB
fsr-3817	100	12	relationships	relationship	NOUN
fsr-3817	100	13	.	.	PUNCT
fsr-3817	101	1	strength	strength	NOUN
fsr-3817	101	2	is	be	AUX
fsr-3817	101	3	the	the	DET
fsr-3817	101	4	most	most	ADV
fsr-3817	101	5	important	important	ADJ
fsr-3817	101	6	character	character	NOUN
fsr-3817	101	7	istic	istic	ADJ
fsr-3817	101	8	of	of	ADP
fsr-3817	101	9	a	a	DET
fsr-3817	101	10	relationship	relationship	NOUN
fsr-3817	101	11	,	,	PUNCT
fsr-3817	101	12	and	and	CCONJ
fsr-3817	101	13	it	it	PRON
fsr-3817	101	14	is	be	AUX
fsr-3817	101	15	represented	represent	VERB
fsr-3817	101	16	by	by	ADP
fsr-3817	101	17	the	the	DET
fsr-3817	101	18	elements	element	NOUN
fsr-3817	101	19	in	in	ADP
fsr-3817	101	20	the	the	DET
fsr-3817	101	21	relational	relational	ADJ
fsr-3817	101	22	matrix	matrix	NOUN
fsr-3817	101	23	.	.	PUNCT
fsr-3817	102	1	in	in	ADP
fsr-3817	102	2	order	order	NOUN
fsr-3817	102	3	to	to	PART
fsr-3817	102	4	study	study	VERB
fsr-3817	102	5	the	the	DET
fsr-3817	102	6	composition	composition	NOUN
fsr-3817	102	7	of	of	ADP
fsr-3817	102	8	fuzzy	fuzzy	ADJ
fsr-3817	102	9	relationships	relationship	NOUN
fsr-3817	102	10	,	,	PUNCT
fsr-3817	102	11	let	let	VERB
fsr-3817	102	12	us	we	PRON
fsr-3817	102	13	first	first	ADV
fsr-3817	102	14	establish	establish	VERB
fsr-3817	102	15	two	two	NUM
fsr-3817	102	16	fuzzy	fuzzy	ADJ
fsr-3817	102	17	relationships	relationship	NOUN
fsr-3817	102	18	,	,	PUNCT
fsr-3817	102	19	for	for	ADP
fsr-3817	102	20	example	example	NOUN
fsr-3817	102	21	rl	rl	VERB
fsr-3817	102	22	=	=	PUNCT
fsr-3817	102	23	“	"	PUNCT
fsr-3817	102	24	security	security	NOUN
fsr-3817	102	25	xi	xi	X
fsr-3817	102	26	is	be	AUX
fsr-3817	102	27	a	a	DET
fsr-3817	102	28	close	close	ADJ
fsr-3817	102	29	substitute	substitute	NOUN
fsr-3817	102	30	for	for	ADP
fsr-3817	102	31	xj	xj	NOUN
fsr-3817	102	32	”	"	PUNCT
fsr-3817	102	33	and	and	CCONJ
fsr-3817	102	34	r2	r2	PROPN
fsr-3817	102	35	=	=	PUNCT
fsr-3817	102	36	“	"	PUNCT
fsr-3817	102	37	perfor	perfor	NOUN
fsr-3817	102	38	mance	mance	NOUN
fsr-3817	102	39	in	in	ADP
fsr-3817	102	40	economic	economic	ADJ
fsr-3817	102	41	cycles	cycle	NOUN
fsr-3817	102	42	.	.	PUNCT
fsr-3817	102	43	”	"	PUNCT
fsr-3817	103	1	let	let	VERB
fsr-3817	103	2	r2	r2	PROPN
fsr-3817	103	3	have	have	VERB
fsr-3817	103	4	the	the	DET
fsr-3817	103	5	following	follow	VERB
fsr-3817	103	6	membership	membership	NOUN
fsr-3817	103	7	function	function	NOUN
fsr-3817	103	8	defined	define	VERB
fsr-3817	103	9	over	over	ADP
fsr-3817	103	10	the	the	DET
fsr-3817	103	11	elements	element	NOUN
fsr-3817	103	12	of	of	ADP
fsr-3817	103	13	the	the	DET
fsr-3817	103	14	class	class	NOUN
fsr-3817	103	15	economy	economy	NOUN
fsr-3817	103	16	=	=	CCONJ
fsr-3817	103	17	{	{	PUNCT
fsr-3817	103	18	prosperity	prosperity	NOUN
fsr-3817	103	19	-	-	PUNCT
fsr-3817	103	20	zl	zl	NOUN
fsr-3817	103	21	,	,	PUNCT
fsr-3817	103	22	transition	transition	NOUN
fsr-3817	103	23	-	-	PUNCT
fsr-3817	103	24	z2	z2	NOUN
fsr-3817	103	25	,	,	PUNCT
fsr-3817	103	26	recession	recession	NOUN
fsr-3817	103	27	-	-	PUNCT
fsr-3817	103	28	z3	z3	PROPN
fsr-3817	103	29	}	}	PUNCT
fsr-3817	103	30	,	,	PUNCT
fsr-3817	103	31	which	which	PRON
fsr-3817	103	32	is	be	AUX
fsr-3817	103	33	represented	represent	VERB
fsr-3817	103	34	in	in	ADP
fsr-3817	103	35	table	table	NOUN
fsr-3817	103	36	2	2	NUM
fsr-3817	103	37	.	.	PUNCT
fsr-3817	104	1	the	the	DET
fsr-3817	104	2	composition	composition	NOUN
fsr-3817	104	3	offuzzy	offuzzy	NOUN
fsr-3817	104	4	relationships	relationship	NOUN
fsr-3817	104	5	amounts	amount	VERB
fsr-3817	104	6	to	to	ADP
fsr-3817	104	7	compiling	compile	VERB
fsr-3817	104	8	or	or	CCONJ
fsr-3817	104	9	merging	merge	VERB
fsr-3817	104	10	the	the	DET
fsr-3817	104	11	informa	informa	ADJ
fsr-3817	104	12	tion	tion	NOUN
fsr-3817	104	13	from	from	ADP
fsr-3817	104	14	each	each	PRON
fsr-3817	104	15	of	of	ADP
fsr-3817	104	16	the	the	DET
fsr-3817	104	17	relationships	relationship	NOUN
fsr-3817	104	18	being	be	AUX
fsr-3817	104	19	composed	compose	VERB
fsr-3817	104	20	.	.	PUNCT
fsr-3817	105	1	the	the	DET
fsr-3817	105	2	max	max	PROPN
fsr-3817	105	3	-	-	PUNCT
fsr-3817	105	4	min	min	NOUN
fsr-3817	105	5	composition	composition	NOUN
fsr-3817	105	6	is	be	AUX
fsr-3817	105	7	fre	fre	AUX
fsr-3817	105	8	quently	quently	ADV
fsr-3817	105	9	used	use	VERB
fsr-3817	105	10	to	to	PART
fsr-3817	105	11	compose	compose	VERB
fsr-3817	105	12	fuzzy	fuzzy	ADJ
fsr-3817	105	13	relationships	relationship	NOUN
fsr-3817	105	14	and	and	CCONJ
fsr-3817	105	15	is	be	AUX
fsr-3817	105	16	also	also	ADV
fsr-3817	105	17	a	a	DET
fsr-3817	105	18	fuzzy	fuzzy	ADJ
fsr-3817	105	19	set	set	NOUN
fsr-3817	105	20	defined	define	VERB
fsr-3817	105	21	by	by	ADP
fsr-3817	105	22	a	a	DET
fsr-3817	105	23	membership	membership	NOUN
fsr-3817	105	24	function	function	NOUN
fsr-3817	105	25	:	:	PUNCT
fsr-3817	105	26	rl	rl	PROPN
fsr-3817	105	27	l	l	NOUN
fsr-3817	105	28	r2	r2	PROPN
fsr-3817	105	29	=	=	SYM
fsr-3817	105	30	{	{	PUNCT
fsr-3817	105	31	l(x	l(x	PROPN
fsr-3817	105	32	,	,	PUNCT
fsr-3817	105	33	z	z	NOUN
fsr-3817	105	34	)	)	PUNCT
fsr-3817	105	35	,	,	PUNCT
fsr-3817	105	36	max	max	PROPN
fsr-3817	105	37	{	{	PUNCT
fsr-3817	105	38	min	min	PROPN
fsr-3817	105	39	(	(	PUNCT
fsr-3817	105	40	pr1	pr1	NOUN
fsr-3817	105	41	(	(	PUNCT
fsr-3817	105	42	x	x	X
fsr-3817	105	43	,	,	PUNCT
fsr-3817	105	44	z	z	NOUN
fsr-3817	105	45	)	)	PUNCT
fsr-3817	105	46	,	,	PUNCT
fsr-3817	105	47	ur2	ur2	NOUN
fsr-3817	105	48	(	(	PUNCT
fsr-3817	105	49	x	x	X
fsr-3817	105	50	,	,	PUNCT
fsr-3817	105	51	z	z	NOUN
fsr-3817	105	52	>	>	X
fsr-3817	105	53	}	}	PUNCT
fsr-3817	105	54	}	}	PUNCT
fsr-3817	105	55	]	]	PUNCT
fsr-3817	105	56	ix	ix	ADP
fsr-3817	105	57	e	e	PROPN
fsr-3817	105	58	x	x	PROPN
fsr-3817	105	59	,	,	PUNCT
fsr-3817	105	60	z	z	X
fsr-3817	105	61	e	e	NOUN
fsr-3817	105	62	z	z	PROPN
fsr-3817	105	63	}	}	PUNCT
fsr-3817	105	64	.	.	PUNCT
fsr-3817	106	1	table	table	NOUN
fsr-3817	106	2	2	2	NUM
fsr-3817	106	3	first	first	ADJ
fsr-3817	106	4	example	example	NOUN
fsr-3817	106	5	of	of	ADP
fsr-3817	106	6	composition	composition	NOUN
fsr-3817	107	1	ri	ri	PROPN
fsr-3817	108	1	xl	xl	PROPN
fsr-3817	108	2	x2	x2	PROPN
fsr-3817	108	3	x3	x3	VERB
fsr-3817	108	4	xi	xi	ADP
fsr-3817	108	5	1	1	NUM
fsr-3817	108	6	.o	.o	NOUN
fsr-3817	108	7	0.8	0.8	NUM
fsr-3817	108	8	0.4	0.4	NUM
fsr-3817	108	9	x2	x2	NOUN
fsr-3817	108	10	0.8	0.8	NUM
fsr-3817	108	11	1	1	NUM
fsr-3817	109	1	.o	.o	NOUN
fsr-3817	109	2	0.2	0.2	NUM
fsr-3817	109	3	x3	x3	ADJ
fsr-3817	109	4	0.4	0.4	NUM
fsr-3817	109	5	0.2	0.2	NUM
fsr-3817	110	1	i	i	PRON
fsr-3817	110	2	.o	.o	PUNCT
fsr-3817	111	1	r2	r2	PROPN
fsr-3817	111	2	zi	zi	PROPN
fsr-3817	111	3	22	22	NUM
fsr-3817	111	4	23	23	NUM
fsr-3817	111	5	xl	xl	PROPN
fsr-3817	111	6	1.0	1.0	NUM
fsr-3817	111	7	0.6	0.6	NUM
fsr-3817	111	8	0.4	0.4	NUM
fsr-3817	111	9	x2	x2	NOUN
fsr-3817	111	10	0.6	0.6	NUM
fsr-3817	111	11	0.8	0.8	NUM
fsr-3817	111	12	0.4	0.4	NUM
fsr-3817	111	13	x3	x3	ADJ
fsr-3817	111	14	0.2	0.2	NUM
fsr-3817	111	15	0.6	0.6	NUM
fsr-3817	111	16	1.0	1.0	NUM
fsr-3817	111	17	1.0	1.0	NUM
fsr-3817	111	18	0.8	0.8	NUM
fsr-3817	111	19	0.4	0.4	NUM
fsr-3817	111	20	r3	r3	NOUN
fsr-3817	111	21	=	=	SYM
fsr-3817	111	22	(	(	PUNCT
fsr-3817	111	23	ri	ri	PROPN
fsr-3817	111	24	l	l	NOUN
fsr-3817	111	25	r2	r2	PROPN
fsr-3817	111	26	)	)	PUNCT
fsr-3817	111	27	=	=	PUNCT
fsr-3817	111	28	0.8	0.8	NUM
fsr-3817	111	29	0.8	0.8	NUM
fsr-3817	111	30	0.4	0.4	NUM
fsr-3817	111	31	0.4	0.4	NUM
fsr-3817	111	32	0.6	0.6	NUM
fsr-3817	111	33	1.0	1.0	NUM
fsr-3817	111	34	102	102	NUM
fsr-3817	111	35	financial	financial	ADJ
fsr-3817	111	36	services	service	NOUN
fsr-3817	111	37	review	review	VERB
fsr-3817	111	38	6(2	6(2	NUM
fsr-3817	111	39	)	)	PUNCT
fsr-3817	111	40	1997	1997	NUM
fsr-3817	111	41	the	the	DET
fsr-3817	111	42	composition	composition	NOUN
fsr-3817	111	43	of	of	ADP
fsr-3817	111	44	the	the	DET
fsr-3817	111	45	two	two	NUM
fsr-3817	111	46	relationships	relationship	NOUN
fsr-3817	111	47	into	into	ADP
fsr-3817	111	48	r3	r3	PROPN
fsr-3817	111	49	,	,	PUNCT
fsr-3817	111	50	which	which	PRON
fsr-3817	111	51	is	be	AUX
fsr-3817	111	52	shown	show	VERB
fsr-3817	111	53	in	in	ADP
fsr-3817	111	54	table	table	NOUN
fsr-3817	111	55	2	2	NUM
fsr-3817	111	56	,	,	PUNCT
fsr-3817	111	57	could	could	AUX
fsr-3817	111	58	be	be	AUX
fsr-3817	111	59	interpreted	interpret	VERB
fsr-3817	111	60	as	as	ADP
fsr-3817	111	61	securities	security	NOUN
fsr-3817	111	62	that	that	PRON
fsr-3817	111	63	are	be	AUX
fsr-3817	111	64	close	close	ADJ
fsr-3817	111	65	substitutes	substitute	NOUN
fsr-3817	111	66	and	and	CCONJ
fsr-3817	111	67	perform	perform	VERB
fsr-3817	111	68	well	well	ADV
fsr-3817	111	69	in	in	ADP
fsr-3817	111	70	economic	economic	ADJ
fsr-3817	111	71	cycles	cycle	NOUN
fsr-3817	111	72	.	.	PUNCT
fsr-3817	112	1	the	the	DET
fsr-3817	112	2	membership	membership	NOUN
fsr-3817	112	3	functions	function	NOUN
fsr-3817	112	4	for	for	ADP
fsr-3817	112	5	the	the	DET
fsr-3817	112	6	composition	composition	NOUN
fsr-3817	112	7	are	be	AUX
fsr-3817	112	8	calculated	calculate	VERB
fsr-3817	112	9	in	in	ADP
fsr-3817	112	10	a	a	DET
fsr-3817	112	11	manner	manner	NOUN
fsr-3817	112	12	that	that	PRON
fsr-3817	112	13	is	be	AUX
fsr-3817	112	14	sim	sim	ADJ
fsr-3817	112	15	ilar	ilar	NOUN
fsr-3817	112	16	to	to	PART
fsr-3817	112	17	matrix	matrix	VERB
fsr-3817	112	18	multiplication	multiplication	NOUN
fsr-3817	112	19	.	.	PUNCT
fsr-3817	113	1	merge	merge	VERB
fsr-3817	113	2	the	the	DET
fsr-3817	113	3	elements	element	NOUN
fsr-3817	113	4	in	in	ADP
fsr-3817	113	5	each	each	DET
fsr-3817	113	6	row	row	NOUN
fsr-3817	113	7	in	in	ADP
fsr-3817	113	8	the	the	DET
fsr-3817	113	9	first	first	ADJ
fsr-3817	113	10	matrix	matrix	NOUN
fsr-3817	113	11	with	with	ADP
fsr-3817	113	12	those	those	PRON
fsr-3817	113	13	in	in	ADP
fsr-3817	113	14	the	the	DET
fsr-3817	113	15	first	first	ADJ
fsr-3817	113	16	column	column	NOUN
fsr-3817	113	17	of	of	ADP
fsr-3817	113	18	the	the	DET
fsr-3817	113	19	second	second	ADJ
fsr-3817	113	20	matrix	matrix	NOUN
fsr-3817	113	21	,	,	PUNCT
fsr-3817	113	22	which	which	PRON
fsr-3817	113	23	results	result	VERB
fsr-3817	113	24	in	in	ADP
fsr-3817	113	25	three	three	NUM
fsr-3817	113	26	ordered	order	VERB
fsr-3817	113	27	pairs	pair	NOUN
fsr-3817	113	28	,	,	PUNCT
fsr-3817	113	29	{	{	PUNCT
fsr-3817	113	30	(	(	PUNCT
fsr-3817	113	31	1	1	NUM
fsr-3817	113	32	,	,	PUNCT
fsr-3817	113	33	i	i	NOUN
fsr-3817	113	34	)	)	PUNCT
fsr-3817	113	35	,	,	PUNCT
fsr-3817	113	36	(	(	PUNCT
fsr-3817	113	37	0.8	0.8	NUM
fsr-3817	113	38	,	,	PUNCT
fsr-3817	113	39	0.6	0.6	NUM
fsr-3817	113	40	)	)	PUNCT
fsr-3817	113	41	,	,	PUNCT
fsr-3817	113	42	(	(	PUNCT
fsr-3817	113	43	0.4,0.2	0.4,0.2	NOUN
fsr-3817	113	44	)	)	PUNCT
fsr-3817	113	45	}	}	PUNCT
fsr-3817	113	46	,	,	PUNCT
fsr-3817	113	47	and	and	CCONJ
fsr-3817	113	48	select	select	VERB
fsr-3817	113	49	the	the	DET
fsr-3817	113	50	minimum	minimum	ADJ
fsr-3817	113	51	values	value	NOUN
fsr-3817	113	52	in	in	ADP
fsr-3817	113	53	each	each	PRON
fsr-3817	113	54	of	of	ADP
fsr-3817	113	55	these	these	DET
fsr-3817	113	56	pairs	pair	NOUN
fsr-3817	113	57	.	.	PUNCT
fsr-3817	114	1	this	this	PRON
fsr-3817	114	2	results	result	VERB
fsr-3817	114	3	in	in	ADP
fsr-3817	114	4	a	a	DET
fsr-3817	114	5	set	set	NOUN
fsr-3817	114	6	of	of	ADP
fsr-3817	114	7	three	three	NUM
fsr-3817	114	8	elements	element	NOUN
fsr-3817	114	9	:	:	PUNCT
fsr-3817	114	10	{	{	PUNCT
fsr-3817	114	11	1,0.6,0.2	1,0.6,0.2	NUM
fsr-3817	114	12	}	}	PUNCT
fsr-3817	114	13	.	.	PUNCT
fsr-3817	115	1	select	select	VERB
fsr-3817	115	2	the	the	DET
fsr-3817	115	3	maximum	maximum	ADJ
fsr-3817	115	4	element	element	NOUN
fsr-3817	115	5	from	from	ADP
fsr-3817	115	6	these	these	DET
fsr-3817	115	7	values	value	NOUN
fsr-3817	115	8	,	,	PUNCT
fsr-3817	115	9	1	1	NUM
fsr-3817	115	10	,	,	PUNCT
fsr-3817	115	11	which	which	PRON
fsr-3817	115	12	will	will	AUX
fsr-3817	115	13	be	be	AUX
fsr-3817	115	14	the	the	DET
fsr-3817	115	15	first	first	ADJ
fsr-3817	115	16	element	element	NOUN
fsr-3817	115	17	in	in	ADP
fsr-3817	115	18	the	the	DET
fsr-3817	115	19	first	first	ADJ
fsr-3817	115	20	column	column	NOUN
fsr-3817	115	21	and	and	CCONJ
fsr-3817	115	22	row	row	NOUN
fsr-3817	115	23	in	in	ADP
fsr-3817	115	24	the	the	DET
fsr-3817	115	25	r3	r3	PROPN
fsr-3817	115	26	=	=	SYM
fsr-3817	115	27	{	{	PUNCT
fsr-3817	115	28	ri	ri	PROPN
fsr-3817	115	29	l	l	NOUN
fsr-3817	115	30	r2	r2	PROPN
fsr-3817	115	31	)	)	PUNCT
fsr-3817	115	32	set	set	NOUN
fsr-3817	115	33	,	,	PUNCT
fsr-3817	115	34	and	and	CCONJ
fsr-3817	115	35	can	can	AUX
fsr-3817	115	36	be	be	AUX
fsr-3817	115	37	written	write	VERB
fsr-3817	115	38	as	as	ADP
fsr-3817	115	39	t	t	PROPN
fsr-3817	115	40	=	=	SYM
fsr-3817	115	41	r3(x	r3(x	PROPN
fsr-3817	115	42	,	,	PUNCT
fsr-3817	115	43	z	z	NOUN
fsr-3817	115	44	)	)	PUNCT
fsr-3817	115	45	=	=	PRON
fsr-3817	115	46	{	{	PUNCT
fsr-3817	115	47	rl(x	rl(x	PROPN
fsr-3817	115	48	,	,	PUNCT
fsr-3817	115	49	y	y	NOUN
fsr-3817	115	50	)	)	PUNCT
fsr-3817	115	51	l	l	NOUN
fsr-3817	116	1	r2(y	r2(y	PROPN
fsr-3817	116	2	,	,	PUNCT
fsr-3817	116	3	z	z	NOUN
fsr-3817	116	4	)	)	PUNCT
fsr-3817	116	5	}	}	PUNCT
fsr-3817	116	6	.	.	PUNCT
fsr-3817	117	1	dubois	dubois	PROPN
fsr-3817	117	2	and	and	CCONJ
fsr-3817	117	3	prade	prade	PROPN
fsr-3817	117	4	(	(	PUNCT
fsr-3817	117	5	1980	1980	NUM
fsr-3817	117	6	,	,	PUNCT
fsr-3817	117	7	p.	p.	NOUN
fsr-3817	117	8	74	74	NUM
fsr-3817	117	9	)	)	PUNCT
fsr-3817	117	10	provide	provide	VERB
fsr-3817	117	11	a	a	DET
fsr-3817	117	12	very	very	ADV
fsr-3817	117	13	clear	clear	ADJ
fsr-3817	117	14	interpretation	interpretation	NOUN
fsr-3817	117	15	of	of	ADP
fsr-3817	117	16	the	the	DET
fsr-3817	117	17	max	max	PROPN
fsr-3817	117	18	-	-	PUNCT
fsr-3817	117	19	min	min	NOUN
fsr-3817	117	20	rule	rule	NOUN
fsr-3817	117	21	.	.	PUNCT
fsr-3817	118	1	the	the	DET
fsr-3817	118	2	membership	membership	NOUN
fsr-3817	118	3	functions	function	NOUN
fsr-3817	118	4	in	in	ADP
fsr-3817	118	5	each	each	DET
fsr-3817	118	6	relational	relational	ADJ
fsr-3817	118	7	matrix	matrix	NOUN
fsr-3817	118	8	can	can	AUX
fsr-3817	118	9	be	be	AUX
fsr-3817	118	10	regarded	regard	VERB
fsr-3817	118	11	as	as	ADP
fsr-3817	118	12	links	link	NOUN
fsr-3817	118	13	in	in	ADP
fsr-3817	118	14	the	the	DET
fsr-3817	118	15	chain	chain	NOUN
fsr-3817	118	16	of	of	ADP
fsr-3817	118	17	reasoning	reasoning	NOUN
fsr-3817	118	18	.	.	PUNCT
fsr-3817	119	1	this	this	DET
fsr-3817	119	2	chain	chain	NOUN
fsr-3817	119	3	is	be	AUX
fsr-3817	119	4	only	only	ADV
fsr-3817	119	5	as	as	ADV
fsr-3817	119	6	strong	strong	ADJ
fsr-3817	119	7	as	as	ADP
fsr-3817	119	8	its	its	PRON
fsr-3817	119	9	weakest	weak	ADJ
fsr-3817	119	10	element	element	NOUN
fsr-3817	119	11	(	(	PUNCT
fsr-3817	119	12	min	min	NOUN
fsr-3817	119	13	evaluation	evaluation	NOUN
fsr-3817	119	14	)	)	PUNCT
fsr-3817	119	15	,	,	PUNCT
fsr-3817	119	16	while	while	SCONJ
fsr-3817	119	17	the	the	DET
fsr-3817	119	18	strength	strength	NOUN
fsr-3817	119	19	of	of	ADP
fsr-3817	119	20	the	the	DET
fsr-3817	119	21	relationship	relationship	NOUN
fsr-3817	119	22	between	between	ADP
fsr-3817	119	23	each	each	PRON
fsr-3817	119	24	of	of	ADP
fsr-3817	119	25	the	the	DET
fsr-3817	119	26	sets	set	NOUN
fsr-3817	119	27	(	(	PUNCT
fsr-3817	119	28	say	say	INTJ
fsr-3817	119	29	,	,	PUNCT
fsr-3817	119	30	x	x	X
fsr-3817	119	31	and	and	CCONJ
fsr-3817	119	32	y	y	NOUN
fsr-3817	119	33	)	)	PUNCT
fsr-3817	119	34	is	be	AUX
fsr-3817	119	35	that	that	PRON
fsr-3817	119	36	of	of	ADP
fsr-3817	119	37	their	their	PRON
fsr-3817	119	38	strongest	strong	ADJ
fsr-3817	119	39	chain	chain	NOUN
fsr-3817	119	40	(	(	PUNCT
fsr-3817	119	41	max	max	PROPN
fsr-3817	119	42	evaluation	evaluation	NOUN
fsr-3817	119	43	)	)	PUNCT
fsr-3817	119	44	.	.	PUNCT
fsr-3817	120	1	the	the	DET
fsr-3817	120	2	max	max	PROPN
fsr-3817	120	3	-	-	PUNCT
fsr-3817	120	4	min	min	NOUN
fsr-3817	120	5	composition	composition	NOUN
fsr-3817	120	6	in	in	ADP
fsr-3817	120	7	this	this	DET
fsr-3817	120	8	study	study	NOUN
fsr-3817	120	9	is	be	AUX
fsr-3817	120	10	based	base	VERB
fsr-3817	120	11	on	on	ADP
fsr-3817	120	12	partial	partial	ADJ
fsr-3817	120	13	order	order	NOUN
fsr-3817	120	14	ings	ing	NOUN
fsr-3817	120	15	called	call	VERB
fsr-3817	120	16	brow&an	brow&an	PROPN
fsr-3817	120	17	lattices	lattice	NOUN
fsr-3817	120	18	,	,	PUNCT
fsr-3817	120	19	which	which	PRON
fsr-3817	120	20	are	be	AUX
fsr-3817	120	21	a	a	DET
fsr-3817	120	22	further	further	ADJ
fsr-3817	120	23	refinement	refinement	NOUN
fsr-3817	120	24	of	of	ADP
fsr-3817	120	25	boolean	boolean	ADJ
fsr-3817	120	26	lattices	lattice	NOUN
fsr-3817	120	27	,	,	PUNCT
fsr-3817	120	28	ruther	ruther	NOUN
fsr-3817	120	29	ford	ford	PROPN
fsr-3817	120	30	(	(	PUNCT
fsr-3817	120	31	1966	1966	NUM
fsr-3817	120	32	)	)	PUNCT
fsr-3817	120	33	and	and	CCONJ
fsr-3817	120	34	abbot	abbot	NOUN
fsr-3817	120	35	(	(	PUNCT
fsr-3817	120	36	1969	1969	NUM
fsr-3817	120	37	)	)	PUNCT
fsr-3817	120	38	.	.	PUNCT
fsr-3817	121	1	lattice	lattice	PROPN
fsr-3817	121	2	algebra	algebra	PROPN
fsr-3817	121	3	is	be	AUX
fsr-3817	121	4	a	a	DET
fsr-3817	121	5	special	special	ADJ
fsr-3817	121	6	type	type	NOUN
fsr-3817	121	7	of	of	ADP
fsr-3817	121	8	algebra	algebra	NOUN
fsr-3817	121	9	which	which	PRON
fsr-3817	121	10	emphasizes	emphasize	VERB
fsr-3817	121	11	ordering	ordering	NOUN
fsr-3817	121	12	.	.	PUNCT
fsr-3817	122	1	relationships	relationship	NOUN
fsr-3817	122	2	can	can	AUX
fsr-3817	122	3	be	be	AUX
fsr-3817	122	4	established	establish	VERB
fsr-3817	122	5	among	among	ADP
fsr-3817	122	6	several	several	ADJ
fsr-3817	122	7	symbolic	symbolic	ADJ
fsr-3817	122	8	objects	object	NOUN
fsr-3817	122	9	,	,	PUNCT
fsr-3817	122	10	x	x	X
fsr-3817	122	11	,	,	PUNCT
fsr-3817	122	12	y	y	PROPN
fsr-3817	122	13	,	,	PUNCT
fsr-3817	122	14	and	and	CCONJ
fsr-3817	122	15	z	z	X
fsr-3817	122	16	,	,	PUNCT
fsr-3817	122	17	which	which	PRON
fsr-3817	122	18	provides	provide	VERB
fsr-3817	122	19	a	a	DET
fsr-3817	122	20	wider	wide	ADJ
fsr-3817	122	21	scope	scope	NOUN
fsr-3817	122	22	of	of	ADP
fsr-3817	122	23	analysis	analysis	NOUN
fsr-3817	122	24	and	and	CCONJ
fsr-3817	122	25	brings	bring	VERB
fsr-3817	122	26	us	we	PRON
fsr-3817	122	27	to	to	ADP
fsr-3817	122	28	the	the	DET
fsr-3817	122	29	more	more	ADV
fsr-3817	122	30	familiar	familiar	ADJ
fsr-3817	122	31	territory	territory	NOUN
fsr-3817	122	32	of	of	ADP
fsr-3817	122	33	simulta	simulta	PROPN
fsr-3817	122	34	neous	neous	PROPN
fsr-3817	122	35	equations	equation	NOUN
fsr-3817	122	36	systems	system	NOUN
fsr-3817	122	37	.	.	PUNCT
fsr-3817	123	1	fuzzy	fuzzy	ADJ
fsr-3817	123	2	relational	relational	ADJ
fsr-3817	123	3	equations	equation	NOUN
fsr-3817	123	4	express	express	VERB
fsr-3817	123	5	causality	causality	NOUN
fsr-3817	123	6	implied	imply	VERB
fsr-3817	123	7	by	by	ADP
fsr-3817	123	8	the	the	DET
fsr-3817	123	9	rela	rela	PROPN
fsr-3817	123	10	tionship	tionship	NOUN
fsr-3817	123	11	among	among	ADP
fsr-3817	123	12	x	x	PROPN
fsr-3817	123	13	,	,	PUNCT
fsr-3817	123	14	y	y	PROPN
fsr-3817	123	15	,	,	PUNCT
fsr-3817	123	16	and	and	CCONJ
fsr-3817	123	17	z.	z.	PROPN
fsr-3817	123	18	assume	assume	VERB
fsr-3817	123	19	,	,	PUNCT
fsr-3817	123	20	for	for	ADP
fsr-3817	123	21	example	example	NOUN
fsr-3817	123	22	,	,	PUNCT
fsr-3817	123	23	that	that	SCONJ
fsr-3817	123	24	yi	yi	PROPN
fsr-3817	123	25	’s	’s	PART
fsr-3817	123	26	represent	represent	VERB
fsr-3817	123	27	the	the	DET
fsr-3817	123	28	fuzzy	fuzzy	ADJ
fsr-3817	123	29	class	class	NOUN
fsr-3817	123	30	of	of	ADP
fsr-3817	123	31	“	"	PUNCT
fsr-3817	123	32	age	age	NOUN
fsr-3817	123	33	”	"	PUNCT
fsr-3817	123	34	=	=	VERB
fsr-3817	123	35	{	{	PUNCT
fsr-3817	123	36	young	young	ADJ
fsr-3817	123	37	-	-	PUNCT
fsr-3817	123	38	yl	yl	NOUN
fsr-3817	123	39	,	,	PUNCT
fsr-3817	123	40	mature	mature	NOUN
fsr-3817	123	41	-	-	PUNCT
fsr-3817	123	42	y2	y2	ADJ
fsr-3817	123	43	,	,	PUNCT
fsr-3817	123	44	senior	senior	ADJ
fsr-3817	123	45	-	-	PUNCT
fsr-3817	123	46	y3	y3	NOUN
fsr-3817	123	47	)	)	PUNCT
fsr-3817	123	48	.	.	PUNCT
fsr-3817	124	1	the	the	DET
fsr-3817	124	2	left	left	ADJ
fsr-3817	124	3	-	-	PUNCT
fsr-3817	124	4	hand	hand	NOUN
fsr-3817	124	5	-	-	PUNCT
fsr-3817	124	6	side	side	NOUN
fsr-3817	124	7	matrix	matrix	NOUN
fsr-3817	124	8	,	,	PUNCT
fsr-3817	124	9	fuzzy	fuzzy	ADJ
fsr-3817	124	10	relation	relation	NOUN
fsr-3817	124	11	rl	rl	VERB
fsr-3817	124	12	,	,	PUNCT
fsr-3817	124	13	could	could	AUX
fsr-3817	124	14	express	express	VERB
fsr-3817	124	15	“	"	PUNCT
fsr-3817	124	16	adequacy	adequacy	NOUN
fsr-3817	124	17	of	of	ADP
fsr-3817	124	18	security	security	NOUN
fsr-3817	124	19	xi	xi	X
fsr-3817	124	20	for	for	ADP
fsr-3817	124	21	group	group	NOUN
fsr-3817	124	22	age	age	NOUN
fsr-3817	124	23	yi	yi	PROPN
fsr-3817	124	24	.	.	PUNCT
fsr-3817	124	25	”	"	PUNCT
fsr-3817	125	1	and	and	CCONJ
fsr-3817	125	2	the	the	DET
fsr-3817	125	3	composition	composition	NOUN
fsr-3817	125	4	of	of	ADP
fsr-3817	125	5	these	these	DET
fsr-3817	125	6	two	two	NUM
fsr-3817	125	7	relationships	relationship	NOUN
fsr-3817	125	8	,	,	PUNCT
fsr-3817	125	9	r3	r3	PROPN
fsr-3817	125	10	=	=	SYM
fsr-3817	125	11	ri	ri	PROPN
fsr-3817	125	12	l	l	NOUN
fsr-3817	125	13	r2	r2	PROPN
fsr-3817	125	14	,	,	PUNCT
fsr-3817	125	15	could	could	AUX
fsr-3817	125	16	be	be	AUX
fsr-3817	125	17	interpreted	interpret	VERB
fsr-3817	125	18	as	as	ADP
fsr-3817	125	19	“	"	PUNCT
fsr-3817	125	20	adequacy	adequacy	NOUN
fsr-3817	125	21	of	of	ADP
fsr-3817	125	22	securities	security	NOUN
fsr-3817	125	23	xi	xi	PROPN
fsr-3817	125	24	’s	’s	NOUN
fsr-3817	125	25	for	for	ADP
fsr-3817	125	26	age	age	NOUN
fsr-3817	125	27	groups	group	NOUN
fsr-3817	125	28	yi	yi	PROPN
fsr-3817	125	29	’s	’s	PART
fsr-3817	125	30	through	through	ADP
fsr-3817	125	31	economic	economic	ADJ
fsr-3817	125	32	cycles	cycle	NOUN
fsr-3817	125	33	zi	zi	PROPN
fsr-3817	125	34	’s	’s	PART
fsr-3817	125	35	,	,	PUNCT
fsr-3817	125	36	”	"	PUNCT
fsr-3817	125	37	which	which	PRON
fsr-3817	125	38	is	be	AUX
fsr-3817	125	39	shown	show	VERB
fsr-3817	125	40	in	in	ADP
fsr-3817	125	41	the	the	DET
fsr-3817	125	42	upper	upper	ADJ
fsr-3817	125	43	section	section	NOUN
fsr-3817	125	44	(	(	PUNCT
fsr-3817	125	45	example	example	NOUN
fsr-3817	125	46	2	2	NUM
fsr-3817	125	47	)	)	PUNCT
fsr-3817	125	48	of	of	ADP
fsr-3817	125	49	table	table	NOUN
fsr-3817	125	50	3	3	NUM
fsr-3817	125	51	.	.	PUNCT
fsr-3817	126	1	the	the	DET
fsr-3817	126	2	information	information	NOUN
fsr-3817	126	3	in	in	ADP
fsr-3817	126	4	the	the	DET
fsr-3817	126	5	composition	composition	NOUN
fsr-3817	126	6	matrix	matrix	NOUN
fsr-3817	126	7	can	can	AUX
fsr-3817	126	8	be	be	AUX
fsr-3817	126	9	read	read	VERB
fsr-3817	126	10	as	as	SCONJ
fsr-3817	126	11	follows	follow	VERB
fsr-3817	126	12	:	:	PUNCT
fsr-3817	126	13	“	"	PUNCT
fsr-3817	126	14	security	security	NOUN
fsr-3817	126	15	one	one	NOUN
fsr-3817	126	16	is	be	AUX
fsr-3817	126	17	the	the	DET
fsr-3817	126	18	most	most	ADV
fsr-3817	126	19	adequate	adequate	ADJ
fsr-3817	126	20	if	if	SCONJ
fsr-3817	126	21	we	we	PRON
fsr-3817	126	22	expect	expect	VERB
fsr-3817	126	23	prosperity	prosperity	NOUN
fsr-3817	126	24	.	.	PUNCT
fsr-3817	127	1	securities	security	NOUN
fsr-3817	127	2	one	one	NUM
fsr-3817	127	3	and	and	CCONJ
fsr-3817	127	4	two	two	NUM
fsr-3817	127	5	are	be	AUX
fsr-3817	127	6	comparable	comparable	ADJ
fsr-3817	127	7	,	,	PUNCT
fsr-3817	127	8	but	but	CCONJ
fsr-3817	127	9	better	well	ADJ
fsr-3817	127	10	than	than	ADP
fsr-3817	127	11	security	security	NOUN
fsr-3817	127	12	three	three	NUM
fsr-3817	127	13	,	,	PUNCT
fsr-3817	127	14	in	in	ADP
fsr-3817	127	15	transition	transition	NOUN
fsr-3817	127	16	periods	period	NOUN
fsr-3817	127	17	.	.	PUNCT
fsr-3817	128	1	security	security	NOUN
fsr-3817	128	2	three	three	NUM
fsr-3817	128	3	is	be	AUX
fsr-3817	128	4	the	the	DET
fsr-3817	128	5	most	most	ADV
fsr-3817	128	6	appropriate	appropriate	ADJ
fsr-3817	128	7	if	if	SCONJ
fsr-3817	128	8	a	a	DET
fsr-3817	128	9	reces	rece	NOUN
fsr-3817	128	10	sion	sion	NOUN
fsr-3817	128	11	is	be	AUX
fsr-3817	128	12	expected	expect	VERB
fsr-3817	128	13	.	.	PUNCT
fsr-3817	128	14	”	"	PUNCT
fsr-3817	129	1	these	these	DET
fsr-3817	129	2	propositions	proposition	NOUN
fsr-3817	129	3	would	would	AUX
fsr-3817	129	4	be	be	AUX
fsr-3817	129	5	adequate	adequate	ADJ
fsr-3817	129	6	for	for	ADP
fsr-3817	129	7	any	any	PRON
fsr-3817	129	8	of	of	ADP
fsr-3817	129	9	the	the	DET
fsr-3817	129	10	three	three	NUM
fsr-3817	129	11	age	age	NOUN
fsr-3817	129	12	groups	group	NOUN
fsr-3817	129	13	.	.	PUNCT
fsr-3817	130	1	table	table	NOUN
fsr-3817	130	2	3	3	NUM
fsr-3817	130	3	further	further	ADJ
fsr-3817	130	4	examples	example	NOUN
fsr-3817	130	5	of	of	ADP
fsr-3817	130	6	compositions	composition	NOUN
fsr-3817	130	7	example	example	NOUN
fsr-3817	130	8	2	2	NUM
fsr-3817	130	9	.	.	X
fsr-3817	131	1	yl	yl	NOUN
fsr-3817	131	2	y2	y2	NOUN
fsr-3817	131	3	y3	y3	NOUN
fsr-3817	132	1	%	%	INTJ
fsr-3817	132	2	i	i	NOUN
fsr-3817	132	3	22	22	NUM
fsr-3817	132	4	23	23	NUM
fsr-3817	132	5	xi	xi	ADP
fsr-3817	132	6	1.0	1.0	NUM
fsr-3817	132	7	0.8	0.8	NUM
fsr-3817	132	8	0.4	0.4	NUM
fsr-3817	132	9	yi	yi	NOUN
fsr-3817	132	10	i.0	i.0	PROPN
fsr-3817	133	1	0.6	0.6	NUM
fsr-3817	133	2	0.4	0.4	NUM
fsr-3817	133	3	x2	x2	NOUN
fsr-3817	133	4	0.8	0.8	NUM
fsr-3817	133	5	1	1	NUM
fsr-3817	133	6	.o	.o	NOUN
fsr-3817	133	7	0.2	0.2	NUM
fsr-3817	133	8	y3	y3	NOUN
fsr-3817	133	9	0.6	0.6	NUM
fsr-3817	133	10	0.x	0.x	NUM
fsr-3817	133	11	0.4	0.4	NUM
fsr-3817	133	12	x3	x3	NOUN
fsr-3817	133	13	0.4	0.4	NUM
fsr-3817	133	14	0.2	0.2	NUM
fsr-3817	133	15	1	1	NUM
fsr-3817	133	16	,	,	PUNCT
fsr-3817	133	17	o	o	NOUN
fsr-3817	133	18	y3	y3	NOUN
fsr-3817	133	19	0.2	0.2	NUM
fsr-3817	133	20	0.6	0.6	NUM
fsr-3817	133	21	1	1	NUM
fsr-3817	133	22	.o	.o	NOUN
fsr-3817	133	23	example	example	NOUN
fsr-3817	134	1	3	3	X
fsr-3817	134	2	.	.	X
fsr-3817	135	1	x1	x1	NUM
fsr-3817	136	1	x2	x2	NOUN
fsr-3817	136	2	x3	x3	INTJ
fsr-3817	137	1	%	%	INTJ
fsr-3817	137	2	i	i	NOUN
fsr-3817	137	3	z2	z2	NOUN
fsr-3817	137	4	23	23	NUM
fsr-3817	137	5	yl	yl	NOUN
fsr-3817	137	6	1.0	1.0	NUM
fsr-3817	137	7	0.8	0.8	NUM
fsr-3817	137	8	0.4	0.4	NUM
fsr-3817	137	9	xi	xi	ADP
fsr-3817	137	10	1	1	NUM
fsr-3817	137	11	.o	.o	NOUN
fsr-3817	137	12	0.6	0.6	NUM
fsr-3817	137	13	0.4	0.4	NUM
fsr-3817	138	1	y2	y2	NOUN
fsr-3817	138	2	0.8	0.8	NUM
fsr-3817	138	3	1.0	1.0	NUM
fsr-3817	138	4	0.2	0.2	NUM
fsr-3817	138	5	x2	x2	NOUN
fsr-3817	138	6	0.6	0.6	NUM
fsr-3817	138	7	0.8	0.8	NUM
fsr-3817	138	8	0.4	0.4	NUM
fsr-3817	138	9	y3	y3	NOUN
fsr-3817	138	10	0.4	0.4	NUM
fsr-3817	138	11	0.2	0.2	NUM
fsr-3817	139	1	i	i	PRON
fsr-3817	139	2	.o	.o	PUNCT
fsr-3817	140	1	x3	x3	ADJ
fsr-3817	140	2	0.2	0.2	NUM
fsr-3817	140	3	0.6	0.6	NUM
fsr-3817	141	1	i	i	PRON
fsr-3817	141	2	.o	.o	PUNCT
fsr-3817	142	1	an	an	DET
fsr-3817	142	2	application	application	NOUN
fsr-3817	142	3	of	of	ADP
fsr-3817	142	4	fuzzy	fuzzy	ADJ
fsr-3817	142	5	set	set	NOUN
fsr-3817	142	6	theory	theory	NOUN
fsr-3817	142	7	103	103	NUM
fsr-3817	142	8	assume	assume	VERB
fsr-3817	142	9	now	now	ADV
fsr-3817	142	10	that	that	SCONJ
fsr-3817	142	11	the	the	DET
fsr-3817	142	12	left	left	ADJ
fsr-3817	142	13	-	-	PUNCT
fsr-3817	142	14	hand	hand	NOUN
fsr-3817	142	15	-	-	PUNCT
fsr-3817	142	16	side	side	NOUN
fsr-3817	142	17	matrix	matrix	NOUN
fsr-3817	142	18	is	be	AUX
fsr-3817	142	19	transposed	transpose	VERB
fsr-3817	142	20	.	.	PUNCT
fsr-3817	143	1	the	the	DET
fsr-3817	143	2	left	left	ADJ
fsr-3817	143	3	-	-	PUNCT
fsr-3817	143	4	hand	hand	NOUN
fsr-3817	143	5	-	-	PUNCT
fsr-3817	143	6	side	side	NOUN
fsr-3817	143	7	matrix	matrix	NOUN
fsr-3817	143	8	(	(	PUNCT
fsr-3817	143	9	rl	rl	NOUN
fsr-3817	143	10	)	)	PUNCT
fsr-3817	143	11	could	could	AUX
fsr-3817	143	12	now	now	ADV
fsr-3817	143	13	take	take	VERB
fsr-3817	143	14	the	the	DET
fsr-3817	143	15	meaning	meaning	NOUN
fsr-3817	143	16	of	of	ADP
fsr-3817	143	17	“	"	PUNCT
fsr-3817	143	18	holding	holding	NOUN
fsr-3817	143	19	of	of	ADP
fsr-3817	143	20	securities	security	NOUN
fsr-3817	143	21	xi	xi	VERB
fsr-3817	143	22	’s	’s	X
fsr-3817	143	23	by	by	ADP
fsr-3817	143	24	ages	age	NOUN
fsr-3817	143	25	yi	yi	PROPN
fsr-3817	143	26	’s	’s	PART
fsr-3817	143	27	,	,	PUNCT
fsr-3817	143	28	”	"	PUNCT
fsr-3817	143	29	the	the	DET
fsr-3817	143	30	right	right	ADJ
fsr-3817	143	31	hand	hand	NOUN
fsr-3817	143	32	-	-	PUNCT
fsr-3817	143	33	side	side	NOUN
fsr-3817	143	34	matrix	matrix	NOUN
fsr-3817	143	35	(	(	PUNCT
fsr-3817	143	36	r2	r2	PROPN
fsr-3817	143	37	)	)	PUNCT
fsr-3817	143	38	,	,	PUNCT
fsr-3817	143	39	could	could	AUX
fsr-3817	143	40	mean	mean	VERB
fsr-3817	143	41	“	"	PUNCT
fsr-3817	143	42	performance	performance	NOUN
fsr-3817	143	43	of	of	ADP
fsr-3817	143	44	securities	security	NOUN
fsr-3817	143	45	xi	xi	PROPN
fsr-3817	143	46	’s	’s	NOUN
fsr-3817	143	47	in	in	ADP
fsr-3817	143	48	economic	economic	ADJ
fsr-3817	143	49	cycles	cycle	NOUN
fsr-3817	143	50	zi	zi	PROPN
fsr-3817	143	51	’s	’s	PART
fsr-3817	143	52	,	,	PUNCT
fsr-3817	143	53	”	"	PUNCT
fsr-3817	143	54	and	and	CCONJ
fsr-3817	143	55	the	the	DET
fsr-3817	143	56	composition	composition	NOUN
fsr-3817	143	57	r3(y	r3(y	PROPN
fsr-3817	143	58	,	,	PUNCT
fsr-3817	143	59	z	z	NOUN
fsr-3817	143	60	)	)	PUNCT
fsr-3817	143	61	=	=	PRON
fsr-3817	143	62	{	{	PUNCT
fsr-3817	143	63	rl(y	rl(y	PROPN
fsr-3817	143	64	,	,	PUNCT
fsr-3817	143	65	x	x	X
fsr-3817	143	66	)	)	PUNCT
fsr-3817	143	67	l	l	NOUN
fsr-3817	144	1	r2(x	r2(x	PROPN
fsr-3817	144	2	,	,	PUNCT
fsr-3817	144	3	z	z	NOUN
fsr-3817	144	4	)	)	PUNCT
fsr-3817	144	5	}	}	PUNCT
fsr-3817	144	6	could	could	AUX
fsr-3817	144	7	be	be	AUX
fsr-3817	144	8	interpreted	interpret	VERB
fsr-3817	144	9	as	as	ADP
fsr-3817	144	10	“	"	PUNCT
fsr-3817	144	11	per	per	ADP
fsr-3817	144	12	formance	formance	NOUN
fsr-3817	144	13	by	by	ADP
fsr-3817	144	14	age	age	NOUN
fsr-3817	144	15	groups	group	NOUN
fsr-3817	144	16	across	across	ADP
fsr-3817	144	17	economic	economic	ADJ
fsr-3817	144	18	cycles	cycle	NOUN
fsr-3817	144	19	,	,	PUNCT
fsr-3817	144	20	”	"	PUNCT
fsr-3817	144	21	as	as	ADP
fsr-3817	144	22	in	in	ADP
fsr-3817	144	23	example	example	NOUN
fsr-3817	144	24	3	3	NUM
fsr-3817	144	25	in	in	ADP
fsr-3817	144	26	table	table	NOUN
fsr-3817	144	27	3	3	NUM
fsr-3817	144	28	.	.	PUNCT
fsr-3817	145	1	a	a	DET
fsr-3817	145	2	hierarchy	hierarchy	NOUN
fsr-3817	145	3	of	of	ADP
fsr-3817	145	4	classes	class	NOUN
fsr-3817	145	5	can	can	AUX
fsr-3817	145	6	be	be	AUX
fsr-3817	145	7	established	establish	VERB
fsr-3817	145	8	and	and	CCONJ
fsr-3817	145	9	they	they	PRON
fsr-3817	145	10	can	can	AUX
fsr-3817	145	11	be	be	AUX
fsr-3817	145	12	composed	compose	VERB
fsr-3817	145	13	successively	successively	ADV
fsr-3817	145	14	into	into	ADP
fsr-3817	145	15	two	two	NUM
fsr-3817	145	16	main	main	ADJ
fsr-3817	145	17	overarching	overarching	ADJ
fsr-3817	145	18	classes	class	NOUN
fsr-3817	145	19	,	,	PUNCT
fsr-3817	145	20	which	which	PRON
fsr-3817	145	21	resemble	resemble	VERB
fsr-3817	145	22	the	the	DET
fsr-3817	145	23	use	use	NOUN
fsr-3817	145	24	of	of	ADP
fsr-3817	145	25	intermediate	intermediate	ADJ
fsr-3817	145	26	variables	variable	NOUN
fsr-3817	145	27	.	.	PUNCT
fsr-3817	146	1	for	for	ADP
fsr-3817	146	2	exam	exam	PROPN
fsr-3817	146	3	ple	ple	PROPN
fsr-3817	146	4	,	,	PUNCT
fsr-3817	146	5	suppose	suppose	VERB
fsr-3817	146	6	that	that	SCONJ
fsr-3817	146	7	learning	learn	VERB
fsr-3817	146	8	about	about	ADP
fsr-3817	146	9	classes	class	NOUN
fsr-3817	146	10	(	(	PUNCT
fsr-3817	146	11	m	m	PROPN
fsr-3817	146	12	,	,	PUNCT
fsr-3817	146	13	q	q	X
fsr-3817	146	14	)	)	PUNCT
fsr-3817	146	15	requires	require	VERB
fsr-3817	146	16	that	that	SCONJ
fsr-3817	146	17	a	a	DET
fsr-3817	146	18	knowledge	knowledge	NOUN
fsr-3817	146	19	tree	tree	NOUN
fsr-3817	146	20	be	be	AUX
fsr-3817	146	21	built	build	VERB
fsr-3817	146	22	,	,	PUNCT
fsr-3817	146	23	in	in	ADP
fsr-3817	146	24	which	which	PRON
fsr-3817	146	25	information	information	NOUN
fsr-3817	146	26	is	be	AUX
fsr-3817	146	27	processed	process	VERB
fsr-3817	146	28	at	at	ADP
fsr-3817	146	29	different	different	ADJ
fsr-3817	146	30	levels	level	NOUN
fsr-3817	146	31	of	of	ADP
fsr-3817	146	32	analysis	analysis	NOUN
fsr-3817	146	33	or	or	CCONJ
fsr-3817	146	34	layers	layer	NOUN
fsr-3817	146	35	.	.	PUNCT
fsr-3817	147	1	one	one	PRON
fsr-3817	147	2	may	may	AUX
fsr-3817	147	3	start	start	VERB
fsr-3817	147	4	with	with	ADP
fsr-3817	147	5	intermediate	intermediate	ADJ
fsr-3817	147	6	relations	relation	NOUN
fsr-3817	147	7	rl	rl	VERB
fsr-3817	147	8	’s	’s	NOUN
fsr-3817	147	9	in	in	ADP
fsr-3817	147	10	level	level	NOUN
fsr-3817	147	11	one	one	NUM
fsr-3817	147	12	,	,	PUNCT
fsr-3817	147	13	compose	compose	VERB
fsr-3817	147	14	then	then	ADV
fsr-3817	147	15	into	into	ADP
fsr-3817	147	16	r2	r2	PROPN
fsr-3817	147	17	’s	’s	NOUN
fsr-3817	147	18	at	at	ADP
fsr-3817	147	19	level	level	NOUN
fsr-3817	147	20	two	two	NUM
fsr-3817	147	21	,	,	PUNCT
fsr-3817	147	22	and	and	CCONJ
fsr-3817	147	23	finally	finally	ADV
fsr-3817	147	24	obtain	obtain	VERB
fsr-3817	147	25	the	the	DET
fsr-3817	147	26	integrated	integrate	VERB
fsr-3817	147	27	,	,	PUNCT
fsr-3817	147	28	all	all	PRON
fsr-3817	147	29	-	-	PUNCT
fsr-3817	147	30	encompassing	encompass	VERB
fsr-3817	147	31	r3	r3	PROPN
fsr-3817	147	32	target	target	NOUN
fsr-3817	147	33	relationship	relationship	NOUN
fsr-3817	147	34	.	.	PUNCT
fsr-3817	148	1	table	table	NOUN
fsr-3817	148	2	4	4	NUM
fsr-3817	148	3	shows	show	VERB
fsr-3817	148	4	a	a	DET
fsr-3817	148	5	diagram	diagram	NOUN
fsr-3817	148	6	of	of	ADP
fsr-3817	148	7	this	this	DET
fsr-3817	148	8	process	process	NOUN
fsr-3817	148	9	.	.	PUNCT
fsr-3817	149	1	the	the	DET
fsr-3817	149	2	following	follow	VERB
fsr-3817	149	3	three	three	NUM
fsr-3817	149	4	considerations	consideration	NOUN
fsr-3817	149	5	are	be	AUX
fsr-3817	149	6	critical	critical	ADJ
fsr-3817	149	7	in	in	ADP
fsr-3817	149	8	modeling	modeling	NOUN
fsr-3817	149	9	by	by	ADP
fsr-3817	149	10	relational	relational	ADJ
fsr-3817	149	11	equations	equation	NOUN
fsr-3817	149	12	:	:	PUNCT
fsr-3817	149	13	(	(	PUNCT
fsr-3817	149	14	a	a	X
fsr-3817	149	15	)	)	PUNCT
fsr-3817	149	16	to	to	PART
fsr-3817	149	17	determine	determine	VERB
fsr-3817	149	18	a	a	DET
fsr-3817	149	19	relatively	relatively	ADV
fsr-3817	149	20	sufficient	sufficient	ADJ
fsr-3817	149	21	universe	universe	NOUN
fsr-3817	149	22	of	of	ADP
fsr-3817	149	23	discourse	discourse	NOUN
fsr-3817	149	24	,	,	PUNCT
fsr-3817	149	25	(	(	PUNCT
fsr-3817	149	26	b	b	X
fsr-3817	149	27	)	)	PUNCT
fsr-3817	149	28	to	to	PART
fsr-3817	149	29	determine	determine	VERB
fsr-3817	149	30	what	what	PRON
fsr-3817	149	31	is	be	AUX
fsr-3817	149	32	known	know	VERB
fsr-3817	149	33	,	,	PUNCT
fsr-3817	149	34	and	and	CCONJ
fsr-3817	149	35	what	what	PRON
fsr-3817	149	36	is	be	AUX
fsr-3817	149	37	to	to	PART
fsr-3817	149	38	be	be	AUX
fsr-3817	149	39	known	know	VERB
fsr-3817	149	40	,	,	PUNCT
fsr-3817	149	41	and	and	CCONJ
fsr-3817	149	42	(	(	PUNCT
fsr-3817	149	43	c	c	X
fsr-3817	149	44	)	)	PUNCT
fsr-3817	149	45	to	to	PART
fsr-3817	149	46	establish	establish	VERB
fsr-3817	149	47	proper	proper	ADJ
fsr-3817	149	48	causality	causality	NOUN
fsr-3817	149	49	.	.	PUNCT
fsr-3817	150	1	the	the	DET
fsr-3817	150	2	first	first	ADJ
fsr-3817	150	3	element	element	NOUN
fsr-3817	150	4	is	be	AUX
fsr-3817	150	5	similar	similar	ADJ
fsr-3817	150	6	to	to	ADP
fsr-3817	150	7	having	have	VERB
fsr-3817	150	8	conformable	conformable	ADJ
fsr-3817	150	9	matrices	matrix	NOUN
fsr-3817	150	10	.	.	PUNCT
fsr-3817	151	1	each	each	DET
fsr-3817	151	2	column	column	NOUN
fsr-3817	151	3	in	in	ADP
fsr-3817	151	4	the	the	DET
fsr-3817	151	5	rela	rela	PROPN
fsr-3817	151	6	tional	tional	PROPN
fsr-3817	151	7	matrix	matrix	NOUN
fsr-3817	151	8	rl(x	rl(x	PROPN
fsr-3817	151	9	,	,	PUNCT
fsr-3817	151	10	y	y	PROPN
fsr-3817	151	11	)	)	PUNCT
fsr-3817	151	12	represents	represent	VERB
fsr-3817	151	13	a	a	DET
fsr-3817	151	14	variable	variable	ADJ
fsr-3817	151	15	(	(	PUNCT
fsr-3817	151	16	set	set	NOUN
fsr-3817	151	17	)	)	PUNCT
fsr-3817	151	18	.	.	PUNCT
fsr-3817	152	1	a	a	DET
fsr-3817	152	2	corresponding	correspond	VERB
fsr-3817	152	3	variable	variable	NOUN
fsr-3817	152	4	(	(	PUNCT
fsr-3817	152	5	yi	yi	NOUN
fsr-3817	152	6	)	)	PUNCT
fsr-3817	152	7	,	,	PUNCT
fsr-3817	152	8	or	or	CCONJ
fsr-3817	152	9	link	link	NOUN
fsr-3817	152	10	,	,	PUNCT
fsr-3817	152	11	in	in	ADP
fsr-3817	152	12	r2(y	r2(y	PROPN
fsr-3817	152	13	,	,	PUNCT
fsr-3817	152	14	z	z	NOUN
fsr-3817	152	15	)	)	PUNCT
fsr-3817	152	16	is	be	AUX
fsr-3817	152	17	needed	need	VERB
fsr-3817	152	18	if	if	SCONJ
fsr-3817	152	19	it	it	PRON
fsr-3817	152	20	is	be	AUX
fsr-3817	152	21	to	to	PART
fsr-3817	152	22	be	be	AUX
fsr-3817	152	23	composed	compose	VERB
fsr-3817	152	24	with	with	ADP
fsr-3817	152	25	relation	relation	NOUN
fsr-3817	152	26	r2(y	r2(y	PROPN
fsr-3817	152	27	,	,	PUNCT
fsr-3817	152	28	z	z	NOUN
fsr-3817	152	29	)	)	PUNCT
fsr-3817	152	30	.	.	PUNCT
fsr-3817	153	1	with	with	ADP
fsr-3817	153	2	respect	respect	NOUN
fsr-3817	153	3	to	to	ADP
fsr-3817	153	4	the	the	DET
fsr-3817	153	5	second	second	ADJ
fsr-3817	153	6	element	element	NOUN
fsr-3817	153	7	,	,	PUNCT
fsr-3817	153	8	examples	example	NOUN
fsr-3817	153	9	2	2	NUM
fsr-3817	153	10	and	and	CCONJ
fsr-3817	153	11	3	3	NUM
fsr-3817	153	12	show	show	VERB
fsr-3817	153	13	that	that	SCONJ
fsr-3817	153	14	relational	relational	ADJ
fsr-3817	153	15	composi	composi	NOUN
fsr-3817	153	16	tions	tion	NOUN
fsr-3817	153	17	have	have	VERB
fsr-3817	153	18	different	different	ADJ
fsr-3817	153	19	effects	effect	NOUN
fsr-3817	153	20	with	with	ADP
fsr-3817	153	21	respect	respect	NOUN
fsr-3817	153	22	to	to	ADP
fsr-3817	153	23	which	which	PRON
fsr-3817	153	24	variable	variable	NOUN
fsr-3817	153	25	becomes	become	VERB
fsr-3817	153	26	implicit	implicit	ADJ
fsr-3817	153	27	in	in	ADP
fsr-3817	153	28	the	the	DET
fsr-3817	153	29	informa	informa	ADJ
fsr-3817	153	30	tional	tional	ADJ
fsr-3817	153	31	structure	structure	NOUN
fsr-3817	153	32	formed	form	VERB
fsr-3817	153	33	by	by	ADP
fsr-3817	153	34	x	x	PROPN
fsr-3817	153	35	,	,	PUNCT
fsr-3817	153	36	y	y	PROPN
fsr-3817	153	37	,	,	PUNCT
fsr-3817	153	38	and	and	CCONJ
fsr-3817	153	39	z.	z.	PROPN
fsr-3817	153	40	in	in	ADP
fsr-3817	153	41	example	example	NOUN
fsr-3817	153	42	two	two	NUM
fsr-3817	153	43	,	,	PUNCT
fsr-3817	153	44	the	the	DET
fsr-3817	153	45	y	y	PROPN
fsr-3817	153	46	set	set	NOUN
fsr-3817	153	47	,	,	PUNCT
fsr-3817	153	48	age	age	NOUN
fsr-3817	153	49	groups	group	NOUN
fsr-3817	153	50	becomes	become	VERB
fsr-3817	153	51	implicit	implicit	ADJ
fsr-3817	153	52	,	,	PUNCT
fsr-3817	153	53	and	and	CCONJ
fsr-3817	153	54	the	the	DET
fsr-3817	153	55	result	result	NOUN
fsr-3817	153	56	is	be	AUX
fsr-3817	153	57	a	a	DET
fsr-3817	153	58	relationship	relationship	NOUN
fsr-3817	153	59	in	in	ADP
fsr-3817	153	60	terms	term	NOUN
fsr-3817	153	61	of	of	ADP
fsr-3817	153	62	x	x	X
fsr-3817	153	63	and	and	CCONJ
fsr-3817	153	64	z	z	PROPN
fsr-3817	153	65	,	,	PUNCT
fsr-3817	153	66	as	as	ADP
fsr-3817	153	67	in	in	ADP
fsr-3817	153	68	the	the	DET
fsr-3817	153	69	case	case	NOUN
fsr-3817	153	70	of	of	ADP
fsr-3817	153	71	simultaneous	simultaneous	ADJ
fsr-3817	153	72	equations	equation	NOUN
fsr-3817	153	73	systems	system	NOUN
fsr-3817	153	74	.	.	PUNCT
fsr-3817	154	1	in	in	ADP
fsr-3817	154	2	example	example	NOUN
fsr-3817	154	3	3	3	NUM
fsr-3817	154	4	,	,	PUNCT
fsr-3817	154	5	it	it	PRON
fsr-3817	154	6	is	be	AUX
fsr-3817	154	7	x	x	PUNCT
fsr-3817	154	8	which	which	PRON
fsr-3817	154	9	becomes	become	VERB
fsr-3817	154	10	implicit	implicit	ADJ
fsr-3817	154	11	,	,	PUNCT
fsr-3817	154	12	as	as	SCONJ
fsr-3817	154	13	the	the	DET
fsr-3817	154	14	following	follow	VERB
fsr-3817	154	15	compact	compact	ADJ
fsr-3817	154	16	notation	notation	NOUN
fsr-3817	154	17	shows	show	NOUN
fsr-3817	154	18	:	:	PUNCT
fsr-3817	154	19	r3(x	r3(x	PROPN
fsr-3817	154	20	,	,	PUNCT
fsr-3817	154	21	z	z	NOUN
fsr-3817	154	22	)	)	PUNCT
fsr-3817	154	23	=	=	PRON
fsr-3817	154	24	{	{	PUNCT
fsr-3817	154	25	rl(x	rl(x	PROPN
fsr-3817	154	26	,	,	PUNCT
fsr-3817	154	27	y	y	NOUN
fsr-3817	154	28	)	)	PUNCT
fsr-3817	154	29	l	l	NOUN
fsr-3817	155	1	r2(y	r2(y	PROPN
fsr-3817	155	2	,	,	PUNCT
fsr-3817	155	3	z	z	NOUN
fsr-3817	155	4	)	)	PUNCT
fsr-3817	155	5	}	}	PUNCT
fsr-3817	155	6	and	and	CCONJ
fsr-3817	155	7	r3(y	r3(y	PROPN
fsr-3817	155	8	,	,	PUNCT
fsr-3817	155	9	z	z	NOUN
fsr-3817	155	10	)	)	PUNCT
fsr-3817	155	11	=	=	PRON
fsr-3817	155	12	{	{	PUNCT
fsr-3817	155	13	ri(y	ri(y	NOUN
fsr-3817	155	14	,	,	PUNCT
fsr-3817	155	15	x	x	X
fsr-3817	155	16	)	)	PUNCT
fsr-3817	156	1	l	l	PROPN
fsr-3817	157	1	r2(x	r2(x	PROPN
fsr-3817	157	2	,	,	PUNCT
fsr-3817	157	3	z	z	NOUN
fsr-3817	157	4	)	)	PUNCT
fsr-3817	157	5	}	}	PUNCT
fsr-3817	157	6	for	for	ADP
fsr-3817	157	7	examples	example	NOUN
fsr-3817	157	8	1	1	NUM
fsr-3817	157	9	and	and	CCONJ
fsr-3817	157	10	2	2	NUM
fsr-3817	157	11	,	,	PUNCT
fsr-3817	157	12	respectively	respectively	ADV
fsr-3817	157	13	,	,	PUNCT
fsr-3817	157	14	shown	show	VERB
fsr-3817	157	15	in	in	ADP
fsr-3817	157	16	table	table	NOUN
fsr-3817	157	17	4	4	NUM
fsr-3817	157	18	.	.	PUNCT
fsr-3817	158	1	the	the	DET
fsr-3817	158	2	third	third	ADJ
fsr-3817	158	3	element	element	NOUN
fsr-3817	158	4	is	be	AUX
fsr-3817	158	5	significant	significant	ADJ
fsr-3817	158	6	because	because	SCONJ
fsr-3817	158	7	much	much	ADJ
fsr-3817	158	8	of	of	ADP
fsr-3817	158	9	the	the	DET
fsr-3817	158	10	validity	validity	NOUN
fsr-3817	158	11	of	of	ADP
fsr-3817	158	12	knowledge	knowledge	NOUN
fsr-3817	158	13	rests	rest	VERB
fsr-3817	158	14	on	on	ADP
fsr-3817	158	15	the	the	DET
fsr-3817	158	16	notion	notion	NOUN
fsr-3817	158	17	of	of	ADP
fsr-3817	158	18	causality	causality	NOUN
fsr-3817	158	19	.	.	PUNCT
fsr-3817	159	1	two	two	NUM
fsr-3817	159	2	variables	variable	NOUN
fsr-3817	159	3	may	may	AUX
fsr-3817	159	4	have	have	VERB
fsr-3817	159	5	a	a	DET
fsr-3817	159	6	very	very	ADV
fsr-3817	159	7	large	large	ADJ
fsr-3817	159	8	correlation	correlation	NOUN
fsr-3817	159	9	coefficient	coefficient	NOUN
fsr-3817	159	10	but	but	CCONJ
fsr-3817	159	11	that	that	PRON
fsr-3817	159	12	does	do	AUX
fsr-3817	159	13	not	not	PART
fsr-3817	159	14	mean	mean	VERB
fsr-3817	159	15	they	they	PRON
fsr-3817	159	16	are	be	AUX
fsr-3817	159	17	related	relate	VERB
fsr-3817	159	18	in	in	ADP
fsr-3817	159	19	any	any	DET
fsr-3817	159	20	way	way	NOUN
fsr-3817	159	21	.	.	PUNCT
fsr-3817	160	1	a	a	DET
fsr-3817	160	2	regression	regression	NOUN
fsr-3817	160	3	of	of	ADP
fsr-3817	160	4	the	the	DET
fsr-3817	160	5	set	set	NOUN
fsr-3817	160	6	of	of	ADP
fsr-3817	160	7	variables	variable	NOUN
fsr-3817	160	8	x	x	PUNCT
fsr-3817	160	9	=	=	SYM
fsr-3817	160	10	{	{	PUNCT
fsr-3817	160	11	xl	xl	PROPN
fsr-3817	160	12	=	=	PROPN
fsr-3817	160	13	xl	xl	PROPN
fsr-3817	160	14	,	,	PUNCT
fsr-3817	160	15	.	.	PUNCT
fsr-3817	160	16	.	.	PUNCT
fsr-3817	160	17	.	.	PUNCT
fsr-3817	160	18	.	.	PUNCT
fsr-3817	161	1	xt	xt	PROPN
fsr-3817	161	2	,	,	PUNCT
fsr-3817	161	3	x2	x2	PROPN
fsr-3817	161	4	,	,	PUNCT
fsr-3817	161	5	x3	x3	ADJ
fsr-3817	161	6	}	}	PUNCT
fsr-3817	161	7	on	on	ADP
fsr-3817	161	8	the	the	DET
fsr-3817	161	9	set	set	NOUN
fsr-3817	161	10	y	y	PROPN
fsr-3817	161	11	=	=	PRON
fsr-3817	161	12	{	{	PUNCT
fsr-3817	161	13	y	y	NOUN
fsr-3817	161	14	=	=	PUNCT
fsr-3817	161	15	yl	yl	NOUN
fsr-3817	161	16	,	,	PUNCT
fsr-3817	161	17	..	..	PUNCT
fsr-3817	161	18	,	,	PUNCT
fsr-3817	161	19	yt	yt	PROPN
fsr-3817	161	20	}	}	PUNCT
fsr-3817	161	21	may	may	AUX
fsr-3817	161	22	have	have	VERB
fsr-3817	161	23	a	a	DET
fsr-3817	161	24	large	large	ADJ
fsr-3817	161	25	r	r	NOUN
fsr-3817	161	26	-	-	PUNCT
fsr-3817	161	27	squared	square	VERB
fsr-3817	161	28	value	value	NOUN
fsr-3817	161	29	and	and	CCONJ
fsr-3817	161	30	yet	yet	ADV
fsr-3817	161	31	the	the	DET
fsr-3817	161	32	“	"	PUNCT
fsr-3817	161	33	x	x	NOUN
fsr-3817	161	34	”	"	PUNCT
fsr-3817	161	35	variables	variable	NOUN
fsr-3817	161	36	-	-	PUNCT
fsr-3817	161	37	set	set	NOUN
fsr-3817	161	38	may	may	AUX
fsr-3817	161	39	have	have	VERB
fsr-3817	161	40	nothing	nothing	PRON
fsr-3817	161	41	to	to	PART
fsr-3817	161	42	do	do	VERB
fsr-3817	161	43	with	with	ADP
fsr-3817	161	44	the	the	DET
fsr-3817	161	45	variable	variable	ADJ
fsr-3817	161	46	“	"	PUNCT
fsr-3817	161	47	y	y	NOUN
fsr-3817	161	48	”	"	PUNCT
fsr-3817	161	49	.	.	PUNCT
fsr-3817	162	1	what	what	PRON
fsr-3817	162	2	is	be	AUX
fsr-3817	162	3	critical	critical	ADJ
fsr-3817	162	4	in	in	ADP
fsr-3817	162	5	scientific	scientific	ADJ
fsr-3817	162	6	work	work	NOUN
fsr-3817	162	7	(	(	PUNCT
fsr-3817	162	8	econometric	econometric	ADJ
fsr-3817	162	9	,	,	PUNCT
fsr-3817	162	10	biomedical	biomedical	ADJ
fsr-3817	162	11	,	,	PUNCT
fsr-3817	162	12	etc	etc	X
fsr-3817	162	13	.	.	X
fsr-3817	162	14	)	)	PUNCT
fsr-3817	162	15	is	be	AUX
fsr-3817	162	16	the	the	DET
fsr-3817	162	17	reasoning	reasoning	NOUN
fsr-3817	162	18	that	that	SCONJ
fsr-3817	162	19	justifies	justify	VERB
fsr-3817	162	20	using	use	VERB
fsr-3817	162	21	set	set	PROPN
fsr-3817	162	22	x	x	PUNCT
fsr-3817	162	23	as	as	ADP
fsr-3817	162	24	a	a	DET
fsr-3817	162	25	basis	basis	NOUN
fsr-3817	162	26	for	for	ADP
fsr-3817	162	27	y.	y.	PROPN
fsr-3817	162	28	recall	recall	PROPN
fsr-3817	162	29	that	that	SCONJ
fsr-3817	162	30	a	a	DET
fsr-3817	162	31	relationship	relationship	NOUN
fsr-3817	162	32	is	be	AUX
fsr-3817	162	33	a	a	DET
fsr-3817	162	34	set	set	NOUN
fsr-3817	162	35	of	of	ADP
fsr-3817	162	36	ordered	order	VERB
fsr-3817	162	37	pairs	pair	NOUN
fsr-3817	162	38	,	,	PUNCT
fsr-3817	162	39	by	by	ADP
fsr-3817	162	40	definition	definition	NOUN
fsr-3817	162	41	,	,	PUNCT
fsr-3817	162	42	and	and	CCONJ
fsr-3817	162	43	that	that	SCONJ
fsr-3817	162	44	this	this	DET
fsr-3817	162	45	“	"	PUNCT
fsr-3817	162	46	ordering	ordering	NOUN
fsr-3817	162	47	”	"	PUNCT
fsr-3817	162	48	is	be	AUX
fsr-3817	162	49	meant	mean	VERB
fsr-3817	162	50	to	to	PART
fsr-3817	162	51	carry	carry	VERB
fsr-3817	162	52	causality	causality	NOUN
fsr-3817	162	53	content	content	NOUN
fsr-3817	162	54	.	.	PUNCT
fsr-3817	163	1	in	in	ADP
fsr-3817	163	2	other	other	ADJ
fsr-3817	163	3	words	word	NOUN
fsr-3817	163	4	,	,	PUNCT
fsr-3817	163	5	fuzzy	fuzzy	ADJ
fsr-3817	163	6	relationships	relationship	NOUN
fsr-3817	163	7	may	may	AUX
fsr-3817	163	8	or	or	CCONJ
fsr-3817	163	9	may	may	AUX
fsr-3817	163	10	not	not	PART
fsr-3817	163	11	imply	imply	VERB
fsr-3817	163	12	causality	causality	NOUN
fsr-3817	163	13	,	,	PUNCT
fsr-3817	163	14	but	but	CCONJ
fsr-3817	163	15	causality	causality	NOUN
fsr-3817	163	16	is	be	AUX
fsr-3817	163	17	required	require	VERB
fsr-3817	163	18	in	in	ADP
fsr-3817	163	19	fuzzy	fuzzy	ADJ
fsr-3817	163	20	relational	relational	ADJ
fsr-3817	163	21	equations	equation	NOUN
fsr-3817	163	22	,	,	PUNCT
fsr-3817	163	23	as	as	ADP
fsr-3817	163	24	in	in	ADP
fsr-3817	163	25	any	any	DET
fsr-3817	163	26	other	other	ADJ
fsr-3817	163	27	type	type	NOUN
fsr-3817	163	28	of	of	ADP
fsr-3817	163	29	equation	equation	NOUN
fsr-3817	163	30	.	.	PUNCT
fsr-3817	164	1	relational	relational	ADJ
fsr-3817	164	2	equations	equation	NOUN
fsr-3817	164	3	modeling	modeling	NOUN
fsr-3817	164	4	is	be	AUX
fsr-3817	164	5	not	not	PART
fsr-3817	164	6	more	more	ADV
fsr-3817	164	7	difficult	difficult	ADJ
fsr-3817	164	8	,	,	PUNCT
fsr-3817	164	9	and	and	CCONJ
fsr-3817	164	10	is	be	AUX
fsr-3817	164	11	equally	equally	ADV
fsr-3817	164	12	(	(	PUNCT
fsr-3817	164	13	or	or	CCONJ
fsr-3817	164	14	more	more	ADJ
fsr-3817	164	15	)	)	PUNCT
fsr-3817	164	16	rigorous	rigorous	ADJ
fsr-3817	164	17	from	from	ADP
fsr-3817	164	18	a	a	DET
fsr-3817	164	19	formal	formal	ADJ
fsr-3817	164	20	viewpoint	viewpoint	NOUN
fsr-3817	164	21	,	,	PUNCT
fsr-3817	164	22	than	than	ADP
fsr-3817	164	23	conventional	conventional	ADJ
fsr-3817	164	24	modeling	modeling	NOUN
fsr-3817	164	25	.	.	PUNCT
fsr-3817	165	1	the	the	DET
fsr-3817	165	2	relational	relational	ADJ
fsr-3817	165	3	equations	equation	NOUN
fsr-3817	165	4	-	-	PUNCT
fsr-3817	165	5	possibilis	possibili	VERB
fsr-3817	165	6	table	table	NOUN
fsr-3817	165	7	4	4	NUM
fsr-3817	165	8	relationships	relationship	NOUN
fsr-3817	165	9	and	and	CCONJ
fsr-3817	165	10	multilayered	multilayered	ADJ
fsr-3817	165	11	compositions	composition	NOUN
fsr-3817	165	12	level	level	NOUN
fsr-3817	165	13	i	i	PRON
fsr-3817	165	14	:	:	PUNCT
fsr-3817	165	15	level	level	NOUN
fsr-3817	165	16	2	2	NUM
fsr-3817	165	17	:	:	PUNCT
fsr-3817	165	18	level	level	NOUN
fsr-3817	165	19	3	3	NUM
fsr-3817	165	20	:	:	PUNCT
fsr-3817	165	21	ri	ri	NOUN
fsr-3817	165	22	i(m	i(m	NOUN
fsr-3817	165	23	,	,	PUNCT
fsr-3817	165	24	n	n	CCONJ
fsr-3817	165	25	)	)	PUNCT
fsr-3817	165	26	r	r	NOUN
fsr-3817	165	27	i2(n	i2(n	PROPN
fsr-3817	165	28	,	,	PUNCT
fsr-3817	165	29	o	o	NOUN
fsr-3817	165	30	)	)	PUNCT
fsr-3817	165	31	r13(0	r13(0	PROPN
fsr-3817	165	32	,	,	PUNCT
fsr-3817	165	33	p	p	NOUN
fsr-3817	165	34	)	)	PUNCT
fsr-3817	165	35	r14(p	r14(p	ADJ
fsr-3817	165	36	,	,	PUNCT
fsr-3817	165	37	q	q	NOUN
fsr-3817	165	38	)	)	PUNCT
fsr-3817	165	39	r21(m	r21(m	PROPN
fsr-3817	165	40	,	,	PUNCT
fsr-3817	165	41	0	0	NUM
fsr-3817	165	42	)	)	PUNCT
fsr-3817	165	43	r22(0	r22(0	NOUN
fsr-3817	165	44	,	,	PUNCT
fsr-3817	165	45	q	q	NOUN
fsr-3817	165	46	)	)	PUNCT
fsr-3817	165	47	r31(m	r31(m	ADJ
fsr-3817	165	48	,	,	PUNCT
fsr-3817	165	49	q	q	NOUN
fsr-3817	165	50	)	)	PUNCT
fsr-3817	165	51	104	104	NUM
fsr-3817	165	52	financial	financial	ADJ
fsr-3817	165	53	services	service	NOUN
fsr-3817	165	54	review	review	VERB
fsr-3817	165	55	6(2	6(2	NUM
fsr-3817	165	56	)	)	PUNCT
fsr-3817	165	57	1997	1997	NUM
fsr-3817	165	58	tic	tic	ADJ
fsr-3817	165	59	approach	approach	NOUN
fsr-3817	165	60	is	be	AUX
fsr-3817	165	61	simply	simply	ADV
fsr-3817	165	62	different	different	ADJ
fsr-3817	165	63	from	from	ADP
fsr-3817	165	64	the	the	DET
fsr-3817	165	65	calculus	calculus	NOUN
fsr-3817	165	66	-	-	PUNCT
fsr-3817	165	67	plus	plus	CCONJ
fsr-3817	165	68	-	-	PUNCT
fsr-3817	165	69	probability	probability	NOUN
fsr-3817	165	70	“	"	PUNCT
fsr-3817	165	71	gold	gold	NOUN
fsr-3817	165	72	exchange	exchange	NOUN
fsr-3817	165	73	,	,	PUNCT
fsr-3817	165	74	”	"	PUNCT
fsr-3817	165	75	and	and	CCONJ
fsr-3817	165	76	it	it	PRON
fsr-3817	165	77	stresses	stress	VERB
fsr-3817	165	78	different	different	ADJ
fsr-3817	165	79	aspects	aspect	NOUN
fsr-3817	165	80	of	of	ADP
fsr-3817	165	81	the	the	DET
fsr-3817	165	82	decision	decision	NOUN
fsr-3817	165	83	-	-	PUNCT
fsr-3817	165	84	making	make	VERB
fsr-3817	165	85	process	process	NOUN
fsr-3817	165	86	.	.	PUNCT
fsr-3817	166	1	readers	reader	NOUN
fsr-3817	166	2	who	who	PRON
fsr-3817	166	3	feel	feel	VERB
fsr-3817	166	4	reluctant	reluctant	ADJ
fsr-3817	166	5	to	to	PART
fsr-3817	166	6	leave	leave	VERB
fsr-3817	166	7	the	the	DET
fsr-3817	166	8	“	"	PUNCT
fsr-3817	166	9	calculus	calculus	NOUN
fsr-3817	166	10	+	+	CCONJ
fsr-3817	166	11	probability	probability	NOUN
fsr-3817	166	12	”	"	PUNCT
fsr-3817	166	13	safe	safe	ADJ
fsr-3817	166	14	harbor	harbor	NOUN
fsr-3817	166	15	of	of	ADP
fsr-3817	166	16	numerical	numerical	ADJ
fsr-3817	166	17	exactness	exactness	NOUN
fsr-3817	166	18	may	may	AUX
fsr-3817	166	19	ponder	ponder	VERB
fsr-3817	166	20	shackle	shackle	NOUN
fsr-3817	166	21	’s	’s	PART
fsr-3817	166	22	observation	observation	NOUN
fsr-3817	166	23	:	:	PUNCT
fsr-3817	166	24	“	"	PUNCT
fsr-3817	166	25	(	(	PUNCT
fsr-3817	166	26	p)robability	p)robability	NOUN
fsr-3817	166	27	is	be	AUX
fsr-3817	166	28	amodel	amodel	PROPN
fsr-3817	166	29	of	of	ADP
fsr-3817	166	30	thought	thought	NOUN
fsr-3817	166	31	,	,	PUNCT
fsr-3817	166	32	not	not	PART
fsr-3817	166	33	achar	achar	VERB
fsr-3817	166	34	acter	acter	NOUN
fsr-3817	166	35	of	of	ADP
fsr-3817	166	36	the	the	DET
fsr-3817	166	37	natural	natural	ADJ
fsr-3817	166	38	world	world	NOUN
fsr-3817	166	39	”	"	PUNCT
fsr-3817	166	40	(	(	PUNCT
fsr-3817	166	41	1972	1972	NUM
fsr-3817	166	42	,	,	PUNCT
fsr-3817	166	43	p.	p.	NOUN
fsr-3817	166	44	385	385	NUM
fsr-3817	166	45	)	)	PUNCT
fsr-3817	166	46	.	.	PUNCT
fsr-3817	167	1	as	as	ADP
fsr-3817	167	2	usual	usual	ADJ
fsr-3817	167	3	,	,	PUNCT
fsr-3817	167	4	logical	logical	ADJ
fsr-3817	167	5	reasoning	reasoning	NOUN
fsr-3817	167	6	must	must	AUX
fsr-3817	167	7	weave	weave	VERB
fsr-3817	167	8	variables	variable	NOUN
fsr-3817	167	9	together	together	ADV
fsr-3817	167	10	if	if	SCONJ
fsr-3817	167	11	the	the	DET
fsr-3817	167	12	resulting	result	VERB
fsr-3817	167	13	information	information	NOUN
fsr-3817	167	14	tapestry	tapestry	NOUN
fsr-3817	167	15	is	be	AUX
fsr-3817	167	16	to	to	PART
fsr-3817	167	17	make	make	VERB
fsr-3817	167	18	any	any	DET
fsr-3817	167	19	sense	sense	NOUN
fsr-3817	167	20	and	and	CCONJ
fsr-3817	167	21	have	have	VERB
fsr-3817	167	22	any	any	DET
fsr-3817	167	23	meaning	meaning	NOUN
fsr-3817	167	24	.	.	PUNCT
fsr-3817	168	1	iii	iii	X
fsr-3817	168	2	.	.	PUNCT
fsr-3817	168	3	application	application	NOUN
fsr-3817	168	4	to	to	ADP
fsr-3817	168	5	the	the	DET
fsr-3817	168	6	individual	individual	ADJ
fsr-3817	168	7	investor	investor	NOUN
fsr-3817	168	8	problem	problem	NOUN
fsr-3817	168	9	reformulating	reformulate	VERB
fsr-3817	168	10	smith	smith	PROPN
fsr-3817	168	11	’s	’s	PART
fsr-3817	168	12	model	model	NOUN
fsr-3817	168	13	into	into	ADP
fsr-3817	168	14	the	the	DET
fsr-3817	168	15	relational	relational	ADJ
fsr-3817	168	16	equations	equation	NOUN
fsr-3817	168	17	-	-	PUNCT
fsr-3817	168	18	possibilistic	possibilistic	ADJ
fsr-3817	168	19	setting	setting	NOUN
fsr-3817	168	20	is	be	AUX
fsr-3817	168	21	easy	easy	ADJ
fsr-3817	168	22	.	.	PUNCT
fsr-3817	169	1	it	it	PRON
fsr-3817	169	2	amounts	amount	VERB
fsr-3817	169	3	to	to	ADP
fsr-3817	169	4	composing	compose	VERB
fsr-3817	169	5	information	information	NOUN
fsr-3817	169	6	on	on	ADP
fsr-3817	169	7	two	two	NUM
fsr-3817	169	8	relationships	relationship	NOUN
fsr-3817	169	9	:	:	PUNCT
fsr-3817	169	10	(	(	PUNCT
fsr-3817	169	11	a	a	X
fsr-3817	169	12	)	)	PUNCT
fsr-3817	169	13	between	between	ADP
fsr-3817	169	14	securities	security	NOUN
fsr-3817	169	15	and	and	CCONJ
fsr-3817	169	16	their	their	PRON
fsr-3817	169	17	associated	associated	ADJ
fsr-3817	169	18	properties	property	NOUN
fsr-3817	169	19	,	,	PUNCT
fsr-3817	169	20	and	and	CCONJ
fsr-3817	169	21	(	(	PUNCT
fsr-3817	169	22	b	b	NOUN
fsr-3817	169	23	)	)	PUNCT
fsr-3817	169	24	between	between	ADP
fsr-3817	169	25	properties	property	NOUN
fsr-3817	169	26	of	of	ADP
fsr-3817	169	27	the	the	DET
fsr-3817	169	28	securities	security	NOUN
fsr-3817	169	29	and	and	CCONJ
fsr-3817	169	30	age	age	NOUN
fsr-3817	169	31	groups	group	NOUN
fsr-3817	169	32	.	.	PUNCT
fsr-3817	170	1	the	the	DET
fsr-3817	170	2	latter	latter	ADJ
fsr-3817	170	3	one	one	NOUN
fsr-3817	170	4	is	be	AUX
fsr-3817	170	5	the	the	DET
fsr-3817	170	6	main	main	ADJ
fsr-3817	170	7	“	"	PUNCT
fsr-3817	170	8	class	class	NOUN
fsr-3817	170	9	-	-	PUNCT
fsr-3817	170	10	ification	ification	NOUN
fsr-3817	170	11	”	"	PUNCT
fsr-3817	170	12	to	to	PART
fsr-3817	170	13	identify	identify	VERB
fsr-3817	170	14	investors	investor	NOUN
fsr-3817	170	15	in	in	ADP
fsr-3817	170	16	smith	smith	PROPN
fsr-3817	170	17	’s	’s	PART
fsr-3817	170	18	model	model	NOUN
fsr-3817	170	19	.	.	PUNCT
fsr-3817	171	1	note	note	VERB
fsr-3817	171	2	that	that	SCONJ
fsr-3817	171	3	security	security	NOUN
fsr-3817	171	4	properties	property	NOUN
fsr-3817	171	5	are	be	AUX
fsr-3817	171	6	the	the	DET
fsr-3817	171	7	commonality	commonality	NOUN
fsr-3817	171	8	,	,	PUNCT
fsr-3817	171	9	or	or	CCONJ
fsr-3817	171	10	link	link	NOUN
fsr-3817	171	11	,	,	PUNCT
fsr-3817	171	12	that	that	PRON
fsr-3817	171	13	permits	permit	VERB
fsr-3817	171	14	the	the	DET
fsr-3817	171	15	composition	composition	NOUN
fsr-3817	171	16	of	of	ADP
fsr-3817	171	17	the	the	DET
fsr-3817	171	18	two	two	NUM
fsr-3817	171	19	relationships	relationship	NOUN
fsr-3817	171	20	.	.	PUNCT
fsr-3817	172	1	smith	smith	PROPN
fsr-3817	172	2	’s	’s	PART
fsr-3817	172	3	numbers	number	NOUN
fsr-3817	172	4	are	be	AUX
fsr-3817	172	5	used	use	VERB
fsr-3817	172	6	in	in	ADP
fsr-3817	172	7	the	the	DET
fsr-3817	172	8	relational	relational	ADJ
fsr-3817	172	9	compositions	composition	NOUN
fsr-3817	172	10	to	to	PART
fsr-3817	172	11	facilitate	facilitate	VERB
fsr-3817	172	12	comparisons	comparison	NOUN
fsr-3817	172	13	.	.	PUNCT
fsr-3817	173	1	there	there	PRON
fsr-3817	173	2	are	be	VERB
fsr-3817	173	3	several	several	ADJ
fsr-3817	173	4	critical	critical	ADJ
fsr-3817	173	5	differences	difference	NOUN
fsr-3817	173	6	:	:	PUNCT
fsr-3817	173	7	1	1	X
fsr-3817	173	8	.	.	X
fsr-3817	174	1	the	the	DET
fsr-3817	174	2	modeling	modeling	NOUN
fsr-3817	174	3	framework	framework	NOUN
fsr-3817	174	4	now	now	ADV
fsr-3817	174	5	is	be	AUX
fsr-3817	174	6	different	different	ADJ
fsr-3817	174	7	.	.	PUNCT
fsr-3817	175	1	the	the	DET
fsr-3817	175	2	rep	rep	NOUN
fsr-3817	175	3	framework	framework	NOUN
fsr-3817	175	4	is	be	AUX
fsr-3817	175	5	of	of	ADP
fsr-3817	175	6	a	a	DET
fsr-3817	175	7	wider	wide	ADJ
fsr-3817	175	8	scope	scope	NOUN
fsr-3817	175	9	than	than	ADP
fsr-3817	175	10	the	the	DET
fsr-3817	175	11	purely	purely	ADV
fsr-3817	175	12	numerical	numerical	ADJ
fsr-3817	175	13	one	one	NUM
fsr-3817	175	14	,	,	PUNCT
fsr-3817	175	15	given	give	VERB
fsr-3817	175	16	the	the	DET
fsr-3817	175	17	use	use	NOUN
fsr-3817	175	18	of	of	ADP
fsr-3817	175	19	fuzzy	fuzzy	ADJ
fsr-3817	175	20	sets	set	NOUN
fsr-3817	175	21	(	(	PUNCT
fsr-3817	175	22	classes	class	NOUN
fsr-3817	175	23	and	and	CCONJ
fsr-3817	175	24	variables	variable	NOUN
fsr-3817	175	25	)	)	PUNCT
fsr-3817	175	26	and	and	CCONJ
fsr-3817	175	27	membership	membership	NOUN
fsr-3817	175	28	functions	function	NOUN
fsr-3817	175	29	endowed	endow	VERB
fsr-3817	175	30	with	with	ADP
fsr-3817	175	31	linguistic	linguistic	ADJ
fsr-3817	175	32	and	and	CCONJ
fsr-3817	175	33	possibilistic	possibilistic	ADJ
fsr-3817	175	34	content	content	NOUN
fsr-3817	175	35	and	and	CCONJ
fsr-3817	175	36	truth	truth	NOUN
fsr-3817	175	37	values	value	NOUN
fsr-3817	175	38	.	.	PUNCT
fsr-3817	176	1	2	2	X
fsr-3817	176	2	.	.	X
fsr-3817	176	3	the	the	DET
fsr-3817	176	4	receptacles	receptacle	NOUN
fsr-3817	176	5	of	of	ADP
fsr-3817	176	6	information	information	NOUN
fsr-3817	176	7	(	(	PUNCT
fsr-3817	176	8	relational	relational	ADJ
fsr-3817	176	9	matrices	matrix	NOUN
fsr-3817	176	10	and	and	CCONJ
fsr-3817	176	11	their	their	PRON
fsr-3817	176	12	coefficients	coefficient	NOUN
fsr-3817	176	13	)	)	PUNCT
fsr-3817	176	14	are	be	AUX
fsr-3817	176	15	also	also	ADV
fsr-3817	176	16	different	different	ADJ
fsr-3817	176	17	.	.	PUNCT
fsr-3817	177	1	the	the	DET
fsr-3817	177	2	matrices	matrix	NOUN
fsr-3817	177	3	now	now	ADV
fsr-3817	177	4	are	be	AUX
fsr-3817	177	5	relational	relational	ADJ
fsr-3817	177	6	matrices	matrix	NOUN
fsr-3817	177	7	,	,	PUNCT
fsr-3817	177	8	which	which	PRON
fsr-3817	177	9	provide	provide	VERB
fsr-3817	177	10	informa	informa	ADJ
fsr-3817	177	11	tion	tion	NOUN
fsr-3817	177	12	about	about	ADP
fsr-3817	177	13	approximate	approximate	ADJ
fsr-3817	177	14	relationships	relationship	NOUN
fsr-3817	177	15	among	among	ADP
fsr-3817	177	16	variables	variable	NOUN
fsr-3817	177	17	.	.	PUNCT
fsr-3817	178	1	the	the	DET
fsr-3817	178	2	coefficients	coefficient	NOUN
fsr-3817	178	3	of	of	ADP
fsr-3817	178	4	these	these	DET
fsr-3817	178	5	matrices	matrix	NOUN
fsr-3817	178	6	inform	inform	VERB
fsr-3817	178	7	us	we	PRON
fsr-3817	178	8	about	about	ADP
fsr-3817	178	9	approximate	approximate	ADJ
fsr-3817	178	10	adequacy	adequacy	NOUN
fsr-3817	178	11	,	,	PUNCT
fsr-3817	178	12	possibility	possibility	NOUN
fsr-3817	178	13	,	,	PUNCT
fsr-3817	178	14	or	or	CCONJ
fsr-3817	178	15	compatibility	compatibility	NOUN
fsr-3817	178	16	between	between	ADP
fsr-3817	178	17	the	the	DET
fsr-3817	178	18	sets	set	NOUN
fsr-3817	178	19	in	in	ADP
fsr-3817	178	20	each	each	PRON
fsr-3817	178	21	of	of	ADP
fsr-3817	178	22	the	the	DET
fsr-3817	178	23	classes	class	NOUN
fsr-3817	178	24	.	.	PUNCT
fsr-3817	179	1	recall	recall	VERB
fsr-3817	179	2	that	that	SCONJ
fsr-3817	179	3	the	the	DET
fsr-3817	179	4	analysis	analysis	NOUN
fsr-3817	179	5	must	must	AUX
fsr-3817	179	6	be	be	AUX
fsr-3817	179	7	endowed	endow	VERB
fsr-3817	179	8	with	with	ADP
fsr-3817	179	9	flexibility	flexibility	NOUN
fsr-3817	179	10	to	to	PART
fsr-3817	179	11	enable	enable	VERB
fsr-3817	179	12	it	it	PRON
fsr-3817	179	13	to	to	PART
fsr-3817	179	14	handle	handle	VERB
fsr-3817	179	15	uncertainty	uncertainty	NOUN
fsr-3817	179	16	,	,	PUNCT
fsr-3817	179	17	imprecision	imprecision	NOUN
fsr-3817	179	18	,	,	PUNCT
fsr-3817	179	19	and	and	CCONJ
fsr-3817	179	20	complexity	complexity	NOUN
fsr-3817	179	21	.	.	PUNCT
fsr-3817	180	1	this	this	DET
fsr-3817	180	2	flexibility	flexibility	NOUN
fsr-3817	180	3	is	be	AUX
fsr-3817	180	4	appropriate	appropriate	ADJ
fsr-3817	180	5	and	and	CCONJ
fsr-3817	180	6	necessary	necessary	ADJ
fsr-3817	180	7	in	in	ADP
fsr-3817	180	8	each	each	PRON
fsr-3817	180	9	of	of	ADP
fsr-3817	180	10	the	the	DET
fsr-3817	180	11	areas	area	NOUN
fsr-3817	180	12	of	of	ADP
fsr-3817	180	13	the	the	DET
fsr-3817	180	14	problem	problem	NOUN
fsr-3817	180	15	.	.	PUNCT
fsr-3817	181	1	for	for	ADP
fsr-3817	181	2	example	example	NOUN
fsr-3817	181	3	,	,	PUNCT
fsr-3817	181	4	real	real	ADJ
fsr-3817	181	5	estate	estate	NOUN
fsr-3817	181	6	may	may	AUX
fsr-3817	181	7	not	not	PART
fsr-3817	181	8	appear	appear	VERB
fsr-3817	181	9	as	as	ADP
fsr-3817	181	10	such	such	DET
fsr-3817	181	11	a	a	DET
fsr-3817	181	12	good	good	ADJ
fsr-3817	181	13	investment	investment	NOUN
fsr-3817	181	14	when	when	SCONJ
fsr-3817	181	15	evaluated	evaluate	VERB
fsr-3817	181	16	strictly	strictly	ADV
fsr-3817	181	17	in	in	ADP
fsr-3817	181	18	terms	term	NOUN
fsr-3817	181	19	of	of	ADP
fsr-3817	181	20	returns	return	NOUN
fsr-3817	181	21	,	,	PUNCT
fsr-3817	181	22	but	but	CCONJ
fsr-3817	181	23	all	all	DET
fsr-3817	181	24	individual	individual	ADJ
fsr-3817	181	25	investors	investor	NOUN
fsr-3817	181	26	need	need	VERB
fsr-3817	181	27	a	a	DET
fsr-3817	181	28	place	place	NOUN
fsr-3817	181	29	to	to	PART
fsr-3817	181	30	live	live	VERB
fsr-3817	181	31	.	.	PUNCT
fsr-3817	182	1	3	3	X
fsr-3817	182	2	.	.	X
fsr-3817	182	3	causation	causation	NOUN
fsr-3817	182	4	and	and	CCONJ
fsr-3817	182	5	inference	inference	NOUN
fsr-3817	182	6	rules	rule	NOUN
fsr-3817	182	7	are	be	AUX
fsr-3817	182	8	different	different	ADJ
fsr-3817	182	9	than	than	ADP
fsr-3817	182	10	in	in	ADP
fsr-3817	182	11	smith	smith	PROPN
fsr-3817	182	12	’s	’s	PART
fsr-3817	182	13	model	model	NOUN
fsr-3817	182	14	.	.	PUNCT
fsr-3817	183	1	rep	rep	PROPN
fsr-3817	183	2	modeling	modeling	NOUN
fsr-3817	183	3	requires	require	VERB
fsr-3817	183	4	only	only	ADV
fsr-3817	183	5	conjectures	conjecture	VERB
fsr-3817	183	6	or	or	CCONJ
fsr-3817	183	7	approximate	approximate	ADJ
fsr-3817	183	8	causation	causation	NOUN
fsr-3817	183	9	and	and	CCONJ
fsr-3817	183	10	approximate	approximate	ADJ
fsr-3817	183	11	inference	inference	NOUN
fsr-3817	183	12	,	,	PUNCT
fsr-3817	183	13	while	while	SCONJ
fsr-3817	183	14	smith	smith	PROPN
fsr-3817	183	15	’s	’s	PART
fsr-3817	183	16	methodology	methodology	NOUN
fsr-3817	183	17	presumes	presume	VERB
fsr-3817	183	18	exact	exact	ADJ
fsr-3817	183	19	causation	causation	NOUN
fsr-3817	183	20	and	and	CCONJ
fsr-3817	183	21	exact	exact	ADJ
fsr-3817	183	22	inference	inference	NOUN
fsr-3817	183	23	.	.	PUNCT
fsr-3817	184	1	table	table	NOUN
fsr-3817	184	2	5	5	NUM
fsr-3817	184	3	presents	present	VERB
fsr-3817	184	4	the	the	DET
fsr-3817	184	5	composition	composition	NOUN
fsr-3817	184	6	of	of	ADP
fsr-3817	184	7	the	the	DET
fsr-3817	184	8	two	two	NUM
fsr-3817	184	9	previous	previous	ADJ
fsr-3817	184	10	fuzzy	fuzzy	ADJ
fsr-3817	184	11	relationships	relationship	NOUN
fsr-3817	184	12	and	and	CCONJ
fsr-3817	184	13	a	a	DET
fsr-3817	184	14	com	com	NOUN
fsr-3817	184	15	parison	parison	NOUN
fsr-3817	184	16	of	of	ADP
fsr-3817	184	17	results	result	NOUN
fsr-3817	184	18	with	with	ADP
fsr-3817	184	19	smith	smith	PROPN
fsr-3817	184	20	’s	’s	PART
fsr-3817	184	21	,	,	PUNCT
fsr-3817	184	22	respectively	respectively	ADV
fsr-3817	184	23	.	.	PUNCT
fsr-3817	185	1	several	several	ADJ
fsr-3817	185	2	points	point	NOUN
fsr-3817	185	3	regarding	regard	VERB
fsr-3817	185	4	the	the	DET
fsr-3817	185	5	results	result	NOUN
fsr-3817	185	6	need	need	VERB
fsr-3817	185	7	comment	comment	NOUN
fsr-3817	185	8	.	.	PUNCT
fsr-3817	186	1	first	first	ADV
fsr-3817	186	2	,	,	PUNCT
fsr-3817	186	3	the	the	DET
fsr-3817	186	4	results	result	NOUN
fsr-3817	186	5	differ	differ	VERB
fsr-3817	186	6	from	from	ADP
fsr-3817	186	7	smith	smith	PROPN
fsr-3817	186	8	’s	’s	PART
fsr-3817	186	9	,	,	PUNCT
fsr-3817	186	10	even	even	ADV
fsr-3817	186	11	though	though	SCONJ
fsr-3817	186	12	the	the	DET
fsr-3817	186	13	ranking	ranking	NOUN
fsr-3817	186	14	of	of	ADP
fsr-3817	186	15	securities	security	NOUN
fsr-3817	186	16	in	in	ADP
fsr-3817	186	17	each	each	DET
fsr-3817	186	18	portfolio	portfolio	NOUN
fsr-3817	186	19	is	be	AUX
fsr-3817	186	20	similar	similar	ADJ
fsr-3817	186	21	.	.	PUNCT
fsr-3817	187	1	the	the	DET
fsr-3817	187	2	results	result	NOUN
fsr-3817	187	3	obtained	obtain	VERB
fsr-3817	187	4	by	by	ADP
fsr-3817	187	5	matrix	matrix	NOUN
fsr-3817	187	6	multiplication	multiplication	NOUN
fsr-3817	187	7	correspond	correspond	NOUN
fsr-3817	187	8	to	to	ADP
fsr-3817	187	9	the	the	DET
fsr-3817	187	10	arith	arith	ADJ
fsr-3817	187	11	metic	metic	ADJ
fsr-3817	187	12	product	product	NOUN
fsr-3817	187	13	rule	rule	NOUN
fsr-3817	187	14	,	,	PUNCT
fsr-3817	187	15	while	while	SCONJ
fsr-3817	187	16	the	the	DET
fsr-3817	187	17	(	(	PUNCT
fsr-3817	187	18	fuzzy	fuzzy	ADJ
fsr-3817	187	19	)	)	PUNCT
fsr-3817	187	20	numbers	number	NOUN
fsr-3817	187	21	in	in	ADP
fsr-3817	187	22	the	the	DET
fsr-3817	187	23	first	first	ADJ
fsr-3817	187	24	composition	composition	NOUN
fsr-3817	187	25	have	have	AUX
fsr-3817	187	26	been	be	AUX
fsr-3817	187	27	obtained	obtain	VERB
fsr-3817	187	28	by	by	ADP
fsr-3817	187	29	the	the	DET
fsr-3817	187	30	max	max	PROPN
fsr-3817	187	31	-	-	PUNCT
fsr-3817	187	32	min	min	NOUN
fsr-3817	187	33	composition	composition	NOUN
fsr-3817	187	34	rule	rule	NOUN
fsr-3817	187	35	.	.	PUNCT
fsr-3817	188	1	there	there	PRON
fsr-3817	188	2	are	be	VERB
fsr-3817	188	3	some	some	DET
fsr-3817	188	4	cases	case	NOUN
fsr-3817	188	5	in	in	ADP
fsr-3817	188	6	which	which	PRON
fsr-3817	188	7	they	they	PRON
fsr-3817	188	8	may	may	AUX
fsr-3817	188	9	coincide	coincide	VERB
fsr-3817	188	10	;	;	PUNCT
fsr-3817	188	11	in	in	ADP
fsr-3817	188	12	general	general	ADJ
fsr-3817	188	13	they	they	PRON
fsr-3817	188	14	will	will	AUX
fsr-3817	188	15	not	not	PART
fsr-3817	188	16	.	.	PUNCT
fsr-3817	189	1	in	in	ADP
fsr-3817	189	2	some	some	DET
fsr-3817	189	3	cases	case	NOUN
fsr-3817	189	4	,	,	PUNCT
fsr-3817	189	5	the	the	DET
fsr-3817	189	6	max	max	PROPN
fsr-3817	189	7	-	-	PUNCT
fsr-3817	189	8	min	min	NOUN
fsr-3817	189	9	rule	rule	NOUN
fsr-3817	189	10	may	may	AUX
fsr-3817	189	11	resemble	resemble	VERB
fsr-3817	189	12	a	a	DET
fsr-3817	189	13	rounding	rounding	NOUN
fsr-3817	189	14	or	or	CCONJ
fsr-3817	189	15	averag	averag	ADJ
fsr-3817	189	16	ing	ing	NOUN
fsr-3817	189	17	of	of	ADP
fsr-3817	189	18	the	the	DET
fsr-3817	189	19	arithmetic	arithmetic	ADJ
fsr-3817	189	20	rules	rule	NOUN
fsr-3817	189	21	,	,	PUNCT
fsr-3817	189	22	but	but	CCONJ
fsr-3817	189	23	the	the	DET
fsr-3817	189	24	differences	difference	NOUN
fsr-3817	189	25	are	be	AUX
fsr-3817	189	26	more	more	ADV
fsr-3817	189	27	profound	profound	ADJ
fsr-3817	189	28	than	than	ADP
fsr-3817	189	29	that	that	PRON
fsr-3817	189	30	.	.	PUNCT
fsr-3817	190	1	an	an	DET
fsr-3817	190	2	application	application	NOUN
fsr-3817	190	3	of	of	ADP
fsr-3817	190	4	fuzzy	fuzzy	ADJ
fsr-3817	190	5	set	set	NOUN
fsr-3817	190	6	theory	theory	NOUN
fsr-3817	190	7	105	105	NUM
fsr-3817	190	8	table	table	NOUN
fsr-3817	190	9	5	5	NUM
fsr-3817	190	10	individual	individual	ADJ
fsr-3817	190	11	investor	investor	NOUN
fsr-3817	190	12	’s	’s	PART
fsr-3817	190	13	problem	problem	NOUN
fsr-3817	190	14	sav	sav	PROPN
fsr-3817	190	15	.	.	PUNCT
fsr-3817	191	1	cb	cb	PROPN
fsr-3817	191	2	cs	cs	PROPN
fsr-3817	191	3	re	re	PROPN
fsr-3817	191	4	r3	r3	PROPN
fsr-3817	191	5	=	=	SYM
fsr-3817	191	6	ri	ri	PROPN
fsr-3817	191	7	’	'	PUNCT
fsr-3817	191	8	r2	r2	PROPN
fsr-3817	191	9	=	=	PROPN
fsr-3817	191	10	r1	r1	PROPN
fsr-3817	191	11	(	(	PUNCT
fsr-3817	191	12	assets	asset	NOUN
fsr-3817	191	13	,	,	PUNCT
fsr-3817	191	14	a	a	DET
fsr-3817	191	15	-	-	PUNCT
fsr-3817	191	16	properties	property	NOUN
fsr-3817	191	17	)	)	PUNCT
fsr-3817	191	18	l	l	NOUN
fsr-3817	191	19	r2(a	r2(a	NOUN
fsr-3817	191	20	-	-	PUNCT
fsr-3817	191	21	properties	property	NOUN
fsr-3817	191	22	,	,	PUNCT
fsr-3817	191	23	age	age	NOUN
fsr-3817	191	24	)	)	PUNCT
fsr-3817	191	25	=	=	SYM
fsr-3817	192	1	iu(assets	iu(asset	NOUN
fsr-3817	192	2	,	,	PUNCT
fsr-3817	192	3	age	age	NOUN
fsr-3817	192	4	)	)	PUNCT
fsr-3817	193	1	l	l	NOUN
fsr-3817	194	1	i	i	PRON
fsr-3817	194	2	a	a	PRON
fsr-3817	194	3	s	s	NUM
fsr-3817	194	4	25	25	NUM
fsr-3817	194	5	35	35	NUM
fsr-3817	194	6	45	45	NUM
fsr-3817	194	7	55	55	NUM
fsr-3817	194	8	0.6	0.6	NUM
fsr-3817	194	9	0.3	0.3	NUM
fsr-3817	194	10	0.0	0.0	NUM
fsr-3817	194	11	0.4	0.4	NUM
fsr-3817	194	12	l	l	NOUN
fsr-3817	194	13	0.3	0.3	NUM
fsr-3817	194	14	0.15	0.15	NUM
fsr-3817	194	15	0.1	0.1	NUM
fsr-3817	194	16	0	0	NUM
fsr-3817	194	17	.	.	PUNCT
fsr-3817	195	1	i	i	PRON
fsr-3817	195	2	0.2	0.2	NUM
fsr-3817	195	3	0.5	0.5	NUM
fsr-3817	195	4	0.1	0.1	NUM
fsr-3817	195	5	0.3	0.3	NUM
fsr-3817	195	6	i	i	PRON
fsr-3817	195	7	0	0	NUM
fsr-3817	195	8	.	.	PUNCT
fsr-3817	196	1	i	i	PRON
fsr-3817	196	2	0.0	0.0	NUM
fsr-3817	196	3	0.1	0.1	NUM
fsr-3817	196	4	0.2	0.2	NUM
fsr-3817	196	5	0.2	0.2	NUM
fsr-3817	196	6	0.1	0.1	NUM
fsr-3817	196	7	0.4	0.4	NUM
fsr-3817	196	8	0.2	0.2	NUM
fsr-3817	196	9	a	a	DET
fsr-3817	196	10	0.0	0.0	NUM
fsr-3817	196	11	0.6	0.6	NUM
fsr-3817	196	12	0.7	0.7	NUM
fsr-3817	196	13	0.5	0.5	NUM
fsr-3817	196	14	0.0	0.0	NUM
fsr-3817	196	15	0.1	0.1	NUM
fsr-3817	196	16	0.5	0.5	NUM
fsr-3817	196	17	0	0	NUM
fsr-3817	196	18	.	.	PUNCT
fsr-3817	197	1	i	i	PRON
fsr-3817	197	2	s	s	VERB
fsr-3817	197	3	0.6	0.6	NUM
fsr-3817	197	4	0.25	0.25	NUM
fsr-3817	197	5	0	0	NUM
fsr-3817	197	6	.	.	PUNCT
fsr-3817	198	1	i	i	PRON
fsr-3817	198	2	0.2	0.2	NUM
fsr-3817	198	3	65	65	NUM
fsr-3817	198	4	0.0	0.0	NUM
fsr-3817	198	5	0.6	0.6	NUM
fsr-3817	198	6	0.0	0.0	NUM
fsr-3817	198	7	0.4	0.4	NUM
fsr-3817	198	8	max	max	PROPN
fsr-3817	198	9	-	-	PUNCT
fsr-3817	198	10	min	min	NOUN
fsr-3817	198	11	rule	rule	NOUN
fsr-3817	198	12	:	:	PUNCT
fsr-3817	198	13	assets\age	assets\age	NOUN
fsr-3817	198	14	:	:	PUNCT
fsr-3817	198	15	25	25	NUM
fsr-3817	198	16	35	35	NUM
fsr-3817	198	17	45	45	NUM
fsr-3817	198	18	55	55	NUM
fsr-3817	198	19	65	65	NUM
fsr-3817	198	20	savings	saving	NOUN
fsr-3817	198	21	0.40	0.40	NUM
fsr-3817	198	22	0.25	0.25	NUM
fsr-3817	198	23	0.10	0.10	NUM
fsr-3817	198	24	0.20	0.20	NUM
fsr-3817	198	25	0.40	0.40	NUM
fsr-3817	198	26	cbonds	cbond	NOUN
fsr-3817	198	27	0.30	0.30	NUM
fsr-3817	198	28	0.25	0.25	NUM
fsr-3817	198	29	0.10	0.10	NUM
fsr-3817	198	30	0.20	0.20	NUM
fsr-3817	198	31	0.50	0.50	NUM
fsr-3817	198	32	cstocks	cstock	NOUN
fsr-3817	198	33	0.20	0.20	NUM
fsr-3817	198	34	0.40	0.40	NUM
fsr-3817	198	35	0.40	0.40	NUM
fsr-3817	198	36	0.40	0.40	NUM
fsr-3817	198	37	0.20	0.20	NUM
fsr-3817	198	38	restate	restate	NOUN
fsr-3817	198	39	0.10	0.10	NUM
fsr-3817	198	40	0.50	0.50	NUM
fsr-3817	198	41	0.50	0.50	NUM
fsr-3817	198	42	0.50	0.50	NUM
fsr-3817	198	43	0.10	0.10	NUM
fsr-3817	198	44	totals	total	NOUN
fsr-3817	198	45	1	1	NUM
fsr-3817	198	46	.oo	.oo	SYM
fsr-3817	198	47	1.40	1.40	NUM
fsr-3817	198	48	1.10	1.10	NUM
fsr-3817	199	1	i	i	NOUN
fsr-3817	199	2	.30	.30	NUM
fsr-3817	199	3	1.20	1.20	NUM
fsr-3817	199	4	max	max	PROPN
fsr-3817	199	5	-	-	PUNCT
fsr-3817	199	6	min	min	NOUN
fsr-3817	199	7	rule	rule	NOUN
fsr-3817	199	8	(	(	PUNCT
fsr-3817	199	9	normalized	normalize	VERB
fsr-3817	199	10	):	):	PUNCT
fsr-3817	199	11	assets\age	assets\age	NOUN
fsr-3817	199	12	:	:	PUNCT
fsr-3817	199	13	25	25	NUM
fsr-3817	199	14	35	35	NUM
fsr-3817	199	15	45	45	NUM
fsr-3817	199	16	55	55	NUM
fsr-3817	199	17	65	65	NUM
fsr-3817	199	18	savings	saving	NOUN
fsr-3817	199	19	0.40	0.40	NUM
fsr-3817	199	20	0.18	0.18	NUM
fsr-3817	199	21	0.09	0.09	NUM
fsr-3817	199	22	0.15	0.15	NUM
fsr-3817	199	23	0.33	0.33	NUM
fsr-3817	199	24	cbonds	cbond	NOUN
fsr-3817	199	25	0.30	0.30	NUM
fsr-3817	199	26	0.18	0.18	NUM
fsr-3817	199	27	0.09	0.09	NUM
fsr-3817	199	28	0.15	0.15	NUM
fsr-3817	199	29	0.42	0.42	NUM
fsr-3817	199	30	cstocks	cstock	NOUN
fsr-3817	199	31	0.20	0.20	NUM
fsr-3817	199	32	0.29	0.29	NUM
fsr-3817	199	33	0.36	0.36	NUM
fsr-3817	199	34	0.3	0.3	NUM
fsr-3817	199	35	1	1	NUM
fsr-3817	199	36	0.17	0.17	NUM
fsr-3817	199	37	restate	restate	VERB
fsr-3817	199	38	0.10	0.10	NUM
fsr-3817	199	39	0.36	0.36	NUM
fsr-3817	199	40	0.45	0.45	NUM
fsr-3817	199	41	0.38	0.38	NUM
fsr-3817	199	42	0.08	0.08	NUM
fsr-3817	199	43	totals	total	NOUN
fsr-3817	199	44	i	i	PRON
fsr-3817	199	45	.oo	.oo	PUNCT
fsr-3817	200	1	1.00	1.00	NUM
fsr-3817	200	2	1	1	NUM
fsr-3817	200	3	.oo	.oo	SYM
fsr-3817	200	4	1	1	NUM
fsr-3817	200	5	.oo	.oo	PUNCT
fsr-3817	201	1	i	i	PRON
fsr-3817	201	2	.oo	.oo	PUNCT
fsr-3817	201	3	arithmetic	arithmetic	ADJ
fsr-3817	201	4	product	product	NOUN
fsr-3817	201	5	rule	rule	NOUN
fsr-3817	201	6	,	,	PUNCT
fsr-3817	201	7	smith	smith	PROPN
fsr-3817	201	8	(	(	PUNCT
fsr-3817	201	9	1974	1974	NUM
fsr-3817	201	10	):	):	PUNCT
fsr-3817	201	11	assets\age	assets\age	NOUN
fsr-3817	201	12	:	:	PUNCT
fsr-3817	201	13	25	25	NUM
fsr-3817	201	14	35	35	NUM
fsr-3817	201	15	45	45	NUM
fsr-3817	201	16	55	55	NUM
fsr-3817	201	17	65	65	NUM
fsr-3817	201	18	savings	saving	NOUN
fsr-3817	201	19	0.45	0.45	NUM
fsr-3817	201	20	0.19	0.19	NUM
fsr-3817	201	21	0.13	0.13	NUM
fsr-3817	201	22	0.20	0.20	NUM
fsr-3817	201	23	0.34	0.34	NUM
fsr-3817	201	24	cbonds	cbond	VERB
fsr-3817	201	25	0.29	0.29	NUM
fsr-3817	201	26	0.165	0.165	NUM
fsr-3817	201	27	0.17	0.17	NUM
fsr-3817	201	28	0.23	0.23	NUM
fsr-3817	201	29	0.42	0.42	NUM
fsr-3817	201	30	cstocks	cstock	NOUN
fsr-3817	201	31	0.19	0.19	NUM
fsr-3817	201	32	0.32	0.32	NUM
fsr-3817	201	33	0.33	0.33	NUM
fsr-3817	201	34	0.28	0.28	NUM
fsr-3817	201	35	0.14	0.14	NUM
fsr-3817	201	36	restate	restate	VERB
fsr-3817	201	37	0.07	0.07	NUM
fsr-3817	201	38	0.325	0.325	NUM
fsr-3817	201	39	0.37	0.37	NUM
fsr-3817	201	40	0.29	0.29	NUM
fsr-3817	201	41	0.10	0.10	NUM
fsr-3817	201	42	totals	total	NOUN
fsr-3817	201	43	1	1	NUM
fsr-3817	201	44	.oo	.oo	SYM
fsr-3817	201	45	1.00	1.00	NUM
fsr-3817	201	46	1	1	NUM
fsr-3817	201	47	.oo	.oo	SYM
fsr-3817	201	48	1	1	NUM
fsr-3817	201	49	.oo	.oo	SYM
fsr-3817	201	50	1.00	1.00	NUM
fsr-3817	201	51	the	the	DET
fsr-3817	201	52	critical	critical	ADJ
fsr-3817	201	53	fact	fact	NOUN
fsr-3817	201	54	is	be	AUX
fsr-3817	201	55	that	that	SCONJ
fsr-3817	201	56	the	the	DET
fsr-3817	201	57	arithmetic	arithmetic	ADJ
fsr-3817	201	58	product	product	NOUN
fsr-3817	201	59	rule	rule	NOUN
fsr-3817	201	60	is	be	AUX
fsr-3817	201	61	only	only	ADV
fsr-3817	201	62	valid	valid	ADJ
fsr-3817	201	63	with	with	ADP
fsr-3817	201	64	non	non	ADJ
fsr-3817	201	65	-	-	ADJ
fsr-3817	201	66	fuzzy	fuzzy	ADJ
fsr-3817	201	67	,	,	PUNCT
fsr-3817	201	68	or	or	CCONJ
fsr-3817	201	69	pre	pre	ADJ
fsr-3817	201	70	cise	cise	PROPN
fsr-3817	201	71	(	(	PUNCT
fsr-3817	201	72	boolean	boolean	ADJ
fsr-3817	201	73	)	)	PUNCT
fsr-3817	201	74	“	"	PUNCT
fsr-3817	201	75	crisp	crisp	ADJ
fsr-3817	201	76	”	"	PUNCT
fsr-3817	201	77	sets	set	NOUN
fsr-3817	201	78	.	.	PUNCT
fsr-3817	202	1	when	when	SCONJ
fsr-3817	202	2	the	the	DET
fsr-3817	202	3	classes	class	NOUN
fsr-3817	202	4	,	,	PUNCT
fsr-3817	202	5	sets	set	NOUN
fsr-3817	202	6	,	,	PUNCT
fsr-3817	202	7	indicators	indicator	NOUN
fsr-3817	202	8	and	and	CCONJ
fsr-3817	202	9	inferences	inference	NOUN
fsr-3817	202	10	are	be	AUX
fsr-3817	202	11	not	not	PART
fsr-3817	202	12	pre	pre	ADJ
fsr-3817	202	13	cise	cise	PROPN
fsr-3817	202	14	,	,	PUNCT
fsr-3817	202	15	the	the	DET
fsr-3817	202	16	logical	logical	ADJ
fsr-3817	202	17	composition	composition	NOUN
fsr-3817	202	18	rules	rule	NOUN
fsr-3817	202	19	for	for	ADP
fsr-3817	202	20	fuzzy	fuzzy	ADJ
fsr-3817	202	21	sets	set	NOUN
fsr-3817	202	22	must	must	AUX
fsr-3817	202	23	be	be	AUX
fsr-3817	202	24	used	use	VERB
fsr-3817	202	25	.	.	PUNCT
fsr-3817	203	1	the	the	DET
fsr-3817	203	2	individual	individual	ADJ
fsr-3817	203	3	investor	investor	NOUN
fsr-3817	203	4	’s	’s	PART
fsr-3817	203	5	problem	problem	NOUN
fsr-3817	203	6	simply	simply	ADV
fsr-3817	203	7	does	do	AUX
fsr-3817	203	8	not	not	PART
fsr-3817	203	9	have	have	VERB
fsr-3817	203	10	the	the	DET
fsr-3817	203	11	precision	precision	NOUN
fsr-3817	203	12	required	require	VERB
fsr-3817	203	13	by	by	ADP
fsr-3817	203	14	the	the	DET
fsr-3817	203	15	arithmetic	arithmetic	ADJ
fsr-3817	203	16	product	product	NOUN
fsr-3817	203	17	rule	rule	NOUN
fsr-3817	203	18	.	.	PUNCT
fsr-3817	204	1	the	the	DET
fsr-3817	204	2	rankings	ranking	NOUN
fsr-3817	204	3	are	be	AUX
fsr-3817	204	4	similar	similar	ADJ
fsr-3817	204	5	because	because	SCONJ
fsr-3817	204	6	the	the	DET
fsr-3817	204	7	“	"	PUNCT
fsr-3817	204	8	ordering	ordering	NOUN
fsr-3817	204	9	”	"	PUNCT
fsr-3817	204	10	induced	induce	VERB
fsr-3817	204	11	by	by	ADP
fsr-3817	204	12	the	the	DET
fsr-3817	204	13	supporting	support	VERB
fsr-3817	204	14	lattice	lattice	NOUN
fsr-3817	204	15	(	(	PUNCT
fsr-3817	204	16	a	a	DET
fsr-3817	204	17	partially	partially	ADV
fsr-3817	204	18	ordered	order	VERB
fsr-3817	204	19	set	set	NOUN
fsr-3817	204	20	)	)	PUNCT
fsr-3817	204	21	is	be	AUX
fsr-3817	204	22	approximately	approximately	ADV
fsr-3817	204	23	the	the	DET
fsr-3817	204	24	same	same	ADJ
fsr-3817	204	25	.	.	PUNCT
fsr-3817	205	1	that	that	PRON
fsr-3817	205	2	is	be	AUX
fsr-3817	205	3	,	,	PUNCT
fsr-3817	205	4	the	the	DET
fsr-3817	205	5	most	most	ADV
fsr-3817	205	6	heavily	heavily	ADV
fsr-3817	205	7	weighted	weight	VERB
fsr-3817	205	8	securities	security	NOUN
fsr-3817	205	9	in	in	ADP
fsr-3817	205	10	the	the	DET
fsr-3817	205	11	arithmetic	arithmetic	ADJ
fsr-3817	205	12	product	product	NOUN
fsr-3817	205	13	rule	rule	NOUN
fsr-3817	205	14	(	(	PUNCT
fsr-3817	205	15	smith	smith	PROPN
fsr-3817	205	16	’s	’s	PART
fsr-3817	205	17	case	case	NOUN
fsr-3817	205	18	)	)	PUNCT
fsr-3817	205	19	are	be	AUX
fsr-3817	205	20	also	also	ADV
fsr-3817	205	21	the	the	DET
fsr-3817	205	22	most	most	ADV
fsr-3817	205	23	heavily	heavily	ADV
fsr-3817	205	24	weighted	weight	VERB
fsr-3817	205	25	securities	security	NOUN
fsr-3817	205	26	in	in	ADP
fsr-3817	205	27	the	the	DET
fsr-3817	205	28	relational	relational	ADJ
fsr-3817	205	29	composition	composition	NOUN
fsr-3817	205	30	.	.	PUNCT
fsr-3817	206	1	second	second	ADJ
fsr-3817	206	2	,	,	PUNCT
fsr-3817	206	3	the	the	DET
fsr-3817	206	4	optimal	optimal	ADJ
fsr-3817	206	5	weights	weight	NOUN
fsr-3817	206	6	in	in	ADP
fsr-3817	206	7	the	the	DET
fsr-3817	206	8	relational	relational	ADJ
fsr-3817	206	9	composition	composition	NOUN
fsr-3817	206	10	do	do	AUX
fsr-3817	206	11	not	not	PART
fsr-3817	206	12	add	add	VERB
fsr-3817	206	13	up	up	ADP
fsr-3817	206	14	to	to	ADP
fsr-3817	206	15	one	one	NUM
fsr-3817	206	16	.	.	PUNCT
fsr-3817	207	1	this	this	PRON
fsr-3817	207	2	is	be	AUX
fsr-3817	207	3	a	a	DET
fsr-3817	207	4	by	by	ADP
fsr-3817	207	5	-	-	PUNCT
fsr-3817	207	6	product	product	NOUN
fsr-3817	207	7	of	of	ADP
fsr-3817	207	8	the	the	DET
fsr-3817	207	9	approximate	approximate	ADJ
fsr-3817	207	10	composition	composition	NOUN
fsr-3817	207	11	rule	rule	NOUN
fsr-3817	207	12	and	and	CCONJ
fsr-3817	207	13	the	the	DET
fsr-3817	207	14	use	use	NOUN
fsr-3817	207	15	of	of	ADP
fsr-3817	207	16	fuzzy	fuzzy	ADJ
fsr-3817	207	17	sets	set	NOUN
fsr-3817	207	18	,	,	PUNCT
fsr-3817	207	19	which	which	PRON
fsr-3817	207	20	results	result	VERB
fsr-3817	207	21	in	in	ADP
fsr-3817	207	22	fuzzy	fuzzy	ADJ
fsr-3817	207	23	portfolio	portfolio	NOUN
fsr-3817	207	24	weights	weight	NOUN
fsr-3817	207	25	.	.	PUNCT
fsr-3817	208	1	it	it	PRON
fsr-3817	208	2	is	be	AUX
fsr-3817	208	3	both	both	CCONJ
fsr-3817	208	4	easy	easy	ADJ
fsr-3817	208	5	and	and	CCONJ
fsr-3817	208	6	instructive	instructive	ADJ
fsr-3817	208	7	to	to	PART
fsr-3817	208	8	normalize	normalize	VERB
fsr-3817	208	9	fuzzy	fuzzy	ADJ
fsr-3817	208	10	weights	weight	NOUN
fsr-3817	208	11	divide	divide	VERB
fsr-3817	208	12	each	each	DET
fsr-3817	208	13	weight	weight	NOUN
fsr-3817	208	14	by	by	ADP
fsr-3817	208	15	its	its	PRON
fsr-3817	208	16	column	column	NOUN
fsr-3817	208	17	cumulant	cumulant	NOUN
fsr-3817	208	18	-	-	PUNCT
fsr-3817	208	19	so	so	SCONJ
fsr-3817	208	20	that	that	SCONJ
fsr-3817	208	21	they	they	PRON
fsr-3817	208	22	can	can	AUX
fsr-3817	208	23	be	be	AUX
fsr-3817	208	24	compared	compare	VERB
fsr-3817	208	25	to	to	ADP
fsr-3817	208	26	those	those	PRON
fsr-3817	208	27	obtained	obtain	VERB
fsr-3817	208	28	from	from	ADP
fsr-3817	208	29	the	the	DET
fsr-3817	208	30	arithmetic	arithmetic	ADJ
fsr-3817	208	31	product	product	NOUN
fsr-3817	208	32	rule	rule	NOUN
fsr-3817	208	33	.	.	PUNCT
fsr-3817	209	1	106	106	NUM
fsr-3817	209	2	financial	financial	ADJ
fsr-3817	209	3	services	service	NOUN
fsr-3817	209	4	review	review	VERB
fsr-3817	209	5	6(2	6(2	NUM
fsr-3817	209	6	)	)	PUNCT
fsr-3817	209	7	1997	1997	NUM
fsr-3817	209	8	the	the	DET
fsr-3817	209	9	arithmetic	arithmetic	ADJ
fsr-3817	209	10	product	product	NOUN
fsr-3817	209	11	weights	weight	NOUN
fsr-3817	209	12	look	look	VERB
fsr-3817	209	13	impressively	impressively	ADV
fsr-3817	209	14	informative	informative	ADJ
fsr-3817	209	15	.	.	PUNCT
fsr-3817	210	1	for	for	ADP
fsr-3817	210	2	individuals	individual	NOUN
fsr-3817	210	3	of	of	ADP
fsr-3817	210	4	ages	age	NOUN
fsr-3817	210	5	3.5	3.5	NUM
fsr-3817	210	6	,	,	PUNCT
fsr-3817	210	7	45	45	NUM
fsr-3817	210	8	,	,	PUNCT
fsr-3817	210	9	and	and	CCONJ
fsr-3817	210	10	55	55	NUM
fsr-3817	210	11	,	,	PUNCT
fsr-3817	210	12	the	the	DET
fsr-3817	210	13	max	max	PROPN
fsr-3817	210	14	-	-	PUNCT
fsr-3817	210	15	min	min	NOUN
fsr-3817	210	16	composition	composition	NOUN
fsr-3817	210	17	does	do	AUX
fsr-3817	210	18	not	not	PART
fsr-3817	210	19	seem	seem	VERB
fsr-3817	210	20	to	to	PART
fsr-3817	210	21	be	be	AUX
fsr-3817	210	22	able	able	ADJ
fsr-3817	210	23	to	to	PART
fsr-3817	210	24	determine	determine	VERB
fsr-3817	210	25	security	security	NOUN
fsr-3817	210	26	holdings	holding	NOUN
fsr-3817	210	27	as	as	ADV
fsr-3817	210	28	precisely	precisely	ADV
fsr-3817	210	29	as	as	ADP
fsr-3817	210	30	the	the	DET
fsr-3817	210	31	product	product	NOUN
fsr-3817	210	32	rule	rule	NOUN
fsr-3817	210	33	.	.	PUNCT
fsr-3817	211	1	however	however	ADV
fsr-3817	211	2	,	,	PUNCT
fsr-3817	211	3	there	there	PRON
fsr-3817	211	4	is	be	VERB
fsr-3817	211	5	a	a	DET
fsr-3817	211	6	problem	problem	NOUN
fsr-3817	211	7	with	with	ADP
fsr-3817	211	8	the	the	DET
fsr-3817	211	9	“	"	PUNCT
fsr-3817	211	10	precise	precise	ADJ
fsr-3817	211	11	”	"	PUNCT
fsr-3817	211	12	weights	weight	NOUN
fsr-3817	211	13	of	of	ADP
fsr-3817	211	14	the	the	DET
fsr-3817	211	15	arithmetic	arithmetic	ADJ
fsr-3817	211	16	rule	rule	NOUN
fsr-3817	211	17	:	:	PUNCT
fsr-3817	211	18	there	there	PRON
fsr-3817	211	19	is	be	VERB
fsr-3817	211	20	not	not	PART
fsr-3817	211	21	enough	enough	ADJ
fsr-3817	211	22	knowledge	knowledge	NOUN
fsr-3817	211	23	to	to	PART
fsr-3817	211	24	guarantee	guarantee	VERB
fsr-3817	211	25	their	their	PRON
fsr-3817	211	26	accuracy	accuracy	NOUN
fsr-3817	211	27	.	.	PUNCT
fsr-3817	212	1	“	"	PUNCT
fsr-3817	212	2	fuzzy	fuzzy	ADJ
fsr-3817	212	3	weights	weight	NOUN
fsr-3817	212	4	”	"	PUNCT
fsr-3817	212	5	do	do	AUX
fsr-3817	212	6	not	not	PART
fsr-3817	212	7	give	give	VERB
fsr-3817	212	8	such	such	DET
fsr-3817	212	9	a	a	DET
fsr-3817	212	10	false	false	ADJ
fsr-3817	212	11	security	security	NOUN
fsr-3817	212	12	.	.	PUNCT
fsr-3817	213	1	note	note	VERB
fsr-3817	213	2	that	that	SCONJ
fsr-3817	213	3	there	there	PRON
fsr-3817	213	4	is	be	VERB
fsr-3817	213	5	no	no	DET
fsr-3817	213	6	limit	limit	NOUN
fsr-3817	213	7	to	to	ADP
fsr-3817	213	8	how	how	SCONJ
fsr-3817	213	9	many	many	ADJ
fsr-3817	213	10	fuzzy	fuzzy	ADJ
fsr-3817	213	11	relationships	relationship	NOUN
fsr-3817	213	12	can	can	AUX
fsr-3817	213	13	be	be	AUX
fsr-3817	213	14	composed	compose	VERB
fsr-3817	213	15	as	as	ADV
fsr-3817	213	16	long	long	ADV
fsr-3817	213	17	as	as	SCONJ
fsr-3817	213	18	they	they	PRON
fsr-3817	213	19	are	be	AUX
fsr-3817	213	20	logically	logically	ADV
fsr-3817	213	21	integrated	integrate	VERB
fsr-3817	213	22	.	.	PUNCT
fsr-3817	214	1	that	that	PRON
fsr-3817	214	2	is	is	ADV
fsr-3817	214	3	,	,	PUNCT
fsr-3817	214	4	the	the	DET
fsr-3817	214	5	lists	list	NOUN
fsr-3817	214	6	of	of	ADP
fsr-3817	214	7	assets	asset	NOUN
fsr-3817	214	8	,	,	PUNCT
fsr-3817	214	9	investors	investor	NOUN
fsr-3817	214	10	’	’	PART
fsr-3817	214	11	characteristics	characteristic	NOUN
fsr-3817	214	12	,	,	PUNCT
fsr-3817	214	13	etc	etc	X
fsr-3817	214	14	.	.	X
fsr-3817	214	15	can	can	AUX
fsr-3817	214	16	be	be	AUX
fsr-3817	214	17	expanded	expand	VERB
fsr-3817	214	18	,	,	PUNCT
fsr-3817	214	19	but	but	CCONJ
fsr-3817	214	20	the	the	DET
fsr-3817	214	21	models	model	NOUN
fsr-3817	214	22	introduced	introduce	VERB
fsr-3817	214	23	suffice	suffice	VERB
fsr-3817	214	24	to	to	PART
fsr-3817	214	25	present	present	VERB
fsr-3817	214	26	the	the	DET
fsr-3817	214	27	new	new	ADJ
fsr-3817	214	28	methodology	methodology	NOUN
fsr-3817	214	29	.	.	PUNCT
fsr-3817	215	1	more	more	ADV
fsr-3817	215	2	over	over	ADV
fsr-3817	215	3	,	,	PUNCT
fsr-3817	215	4	each	each	DET
fsr-3817	215	5	user	user	NOUN
fsr-3817	215	6	of	of	ADP
fsr-3817	215	7	this	this	DET
fsr-3817	215	8	methodology	methodology	NOUN
fsr-3817	215	9	is	be	AUX
fsr-3817	215	10	expected	expect	VERB
fsr-3817	215	11	to	to	PART
fsr-3817	215	12	develop	develop	VERB
fsr-3817	215	13	custom	custom	ADV
fsr-3817	215	14	-	-	PUNCT
fsr-3817	215	15	made	make	VERB
fsr-3817	215	16	or	or	CCONJ
fsr-3817	215	17	situation	situation	NOUN
fsr-3817	215	18	-	-	PUNCT
fsr-3817	215	19	spe	spe	NOUN
fsr-3817	215	20	cific	cific	NOUN
fsr-3817	215	21	models	model	NOUN
fsr-3817	215	22	,	,	PUNCT
fsr-3817	215	23	to	to	PART
fsr-3817	215	24	which	which	PRON
fsr-3817	215	25	the	the	DET
fsr-3817	215	26	rep	rep	NOUN
fsr-3817	215	27	methodology	methodology	NOUN
fsr-3817	215	28	lends	lend	VERB
fsr-3817	215	29	itself	itself	PRON
fsr-3817	215	30	well	well	ADV
fsr-3817	215	31	.	.	PUNCT
fsr-3817	216	1	the	the	DET
fsr-3817	216	2	rep	rep	PROPN
fsr-3817	216	3	model	model	NOUN
fsr-3817	216	4	addresses	address	VERB
fsr-3817	216	5	some	some	PRON
fsr-3817	216	6	of	of	ADP
fsr-3817	216	7	the	the	DET
fsr-3817	216	8	limitations	limitation	NOUN
fsr-3817	216	9	of	of	ADP
fsr-3817	216	10	smith	smith	PROPN
fsr-3817	216	11	’s	’s	PART
fsr-3817	216	12	model	model	NOUN
fsr-3817	216	13	.	.	PUNCT
fsr-3817	217	1	it	it	PRON
fsr-3817	217	2	provides	provide	VERB
fsr-3817	217	3	alter	alter	NOUN
fsr-3817	217	4	native	native	ADJ
fsr-3817	217	5	ways	way	NOUN
fsr-3817	217	6	to	to	PART
fsr-3817	217	7	obtain	obtain	VERB
fsr-3817	217	8	coefficients	coefficient	NOUN
fsr-3817	217	9	and	and	CCONJ
fsr-3817	217	10	assignments	assignment	NOUN
fsr-3817	217	11	.	.	PUNCT
fsr-3817	218	1	a	a	DET
fsr-3817	218	2	sense	sense	NOUN
fsr-3817	218	3	of	of	ADP
fsr-3817	218	4	optimizing	optimizing	NOUN
fsr-3817	218	5	is	be	AUX
fsr-3817	218	6	implicit	implicit	ADJ
fsr-3817	218	7	in	in	ADP
fsr-3817	218	8	the	the	DET
fsr-3817	218	9	model	model	NOUN
fsr-3817	218	10	via	via	ADP
fsr-3817	218	11	possibility	possibility	NOUN
fsr-3817	218	12	theory	theory	NOUN
fsr-3817	218	13	,	,	PUNCT
fsr-3817	218	14	since	since	SCONJ
fsr-3817	218	15	the	the	DET
fsr-3817	218	16	model	model	NOUN
fsr-3817	218	17	provides	provide	VERB
fsr-3817	218	18	the	the	DET
fsr-3817	218	19	best	good	ADJ
fsr-3817	218	20	course	course	NOUN
fsr-3817	218	21	of	of	ADP
fsr-3817	218	22	action	action	NOUN
fsr-3817	218	23	given	give	VERB
fsr-3817	218	24	the	the	DET
fsr-3817	218	25	information	information	NOUN
fsr-3817	218	26	available	available	ADJ
fsr-3817	218	27	.	.	PUNCT
fsr-3817	219	1	suitability	suitability	NOUN
fsr-3817	219	2	measures	measure	NOUN
fsr-3817	219	3	for	for	ADP
fsr-3817	219	4	asset	asset	NOUN
fsr-3817	219	5	types	type	NOUN
fsr-3817	219	6	can	can	AUX
fsr-3817	219	7	be	be	AUX
fsr-3817	219	8	changed	change	VERB
fsr-3817	219	9	for	for	ADP
fsr-3817	219	10	different	different	ADJ
fsr-3817	219	11	ages	age	NOUN
fsr-3817	219	12	,	,	PUNCT
fsr-3817	219	13	and	and	CCONJ
fsr-3817	219	14	additional	additional	ADJ
fsr-3817	219	15	fuzzy	fuzzy	ADJ
fsr-3817	219	16	relationships	relationship	NOUN
fsr-3817	219	17	can	can	AUX
fsr-3817	219	18	be	be	AUX
fsr-3817	219	19	included	include	VERB
fsr-3817	219	20	.	.	PUNCT
fsr-3817	220	1	in	in	ADP
fsr-3817	220	2	sum	sum	NOUN
fsr-3817	220	3	,	,	PUNCT
fsr-3817	220	4	the	the	DET
fsr-3817	220	5	rep	rep	NOUN
fsr-3817	220	6	model	model	NOUN
fsr-3817	220	7	achieves	achieve	VERB
fsr-3817	220	8	what	what	PRON
fsr-3817	220	9	smith	smith	PROPN
fsr-3817	220	10	set	set	VERB
fsr-3817	220	11	out	out	ADP
fsr-3817	220	12	to	to	PART
fsr-3817	220	13	do	do	VERB
fsr-3817	220	14	in	in	ADP
fsr-3817	220	15	a	a	DET
fsr-3817	220	16	more	more	ADV
fsr-3817	220	17	satisfactory	satisfactory	ADJ
fsr-3817	220	18	in	in	ADP
fsr-3817	220	19	a	a	DET
fsr-3817	220	20	logically	logically	ADV
fsr-3817	220	21	proper	proper	ADJ
fsr-3817	220	22	manner	manner	NOUN
fsr-3817	220	23	.	.	PUNCT
fsr-3817	221	1	rep	rep	PROPN
fsr-3817	221	2	modeling	modeling	NOUN
fsr-3817	221	3	is	be	AUX
fsr-3817	221	4	inductive	inductive	ADJ
fsr-3817	221	5	in	in	ADP
fsr-3817	221	6	that	that	SCONJ
fsr-3817	221	7	the	the	DET
fsr-3817	221	8	integration	integration	NOUN
fsr-3817	221	9	of	of	ADP
fsr-3817	221	10	the	the	DET
fsr-3817	221	11	premises	premise	NOUN
fsr-3817	221	12	permits	permit	VERB
fsr-3817	221	13	insights	insight	NOUN
fsr-3817	221	14	to	to	PART
fsr-3817	221	15	be	be	AUX
fsr-3817	221	16	gained	gain	VERB
fsr-3817	221	17	that	that	PRON
fsr-3817	221	18	are	be	AUX
fsr-3817	221	19	not	not	PART
fsr-3817	221	20	evident	evident	ADJ
fsr-3817	221	21	in	in	ADP
fsr-3817	221	22	the	the	DET
fsr-3817	221	23	premises	premise	NOUN
fsr-3817	221	24	themselves	themselves	PRON
fsr-3817	221	25	.	.	PUNCT
fsr-3817	222	1	it	it	PRON
fsr-3817	222	2	opens	open	VERB
fsr-3817	222	3	a	a	DET
fsr-3817	222	4	door	door	NOUN
fsr-3817	222	5	to	to	PART
fsr-3817	222	6	approximate	approximate	VERB
fsr-3817	222	7	rea	rea	PROPN
fsr-3817	222	8	soning	soning	PROPN
fsr-3817	222	9	,	,	PUNCT
fsr-3817	222	10	which	which	PRON
fsr-3817	222	11	is	be	AUX
fsr-3817	222	12	“	"	PUNCT
fsr-3817	222	13	a	a	DET
fsr-3817	222	14	type	type	NOUN
fsr-3817	222	15	of	of	ADP
fsr-3817	222	16	reasoning	reasoning	NOUN
fsr-3817	222	17	which	which	PRON
fsr-3817	222	18	is	be	AUX
fsr-3817	222	19	neither	neither	CCONJ
fsr-3817	222	20	very	very	ADV
fsr-3817	222	21	exact	exact	ADJ
fsr-3817	222	22	,	,	PUNCT
fsr-3817	222	23	nor	nor	CCONJ
fsr-3817	222	24	very	very	ADV
fsr-3817	222	25	inexact	inexact	ADJ
fsr-3817	222	26	,	,	PUNCT
fsr-3817	222	27	.	.	PUNCT
fsr-3817	222	28	.	.	PUNCT
fsr-3817	223	1	and	and	CCONJ
fsr-3817	223	2	provides	provide	VERB
fsr-3817	223	3	a	a	DET
fsr-3817	223	4	way	way	NOUN
fsr-3817	223	5	of	of	ADP
fsr-3817	223	6	dealing	deal	VERB
fsr-3817	223	7	with	with	ADP
fsr-3817	223	8	problems	problem	NOUN
fsr-3817	223	9	which	which	PRON
fsr-3817	223	10	are	be	AUX
fsr-3817	223	11	too	too	ADV
fsr-3817	223	12	complex	complex	ADJ
fsr-3817	223	13	for	for	ADP
fsr-3817	223	14	precise	precise	ADJ
fsr-3817	223	15	solution	solution	NOUN
fsr-3817	223	16	”	"	PUNCT
fsr-3817	223	17	(	(	PUNCT
fsr-3817	223	18	cf	cf	NOUN
fsr-3817	223	19	.	.	PUNCT
fsr-3817	224	1	zadeh	zadeh	PROPN
fsr-3817	224	2	,	,	PUNCT
fsr-3817	224	3	1975d	1975d	NUM
fsr-3817	224	4	,	,	PUNCT
fsr-3817	224	5	p.	p.	NOUN
fsr-3817	224	6	2	2	NUM
fsr-3817	224	7	)	)	PUNCT
fsr-3817	224	8	.	.	PUNCT
fsr-3817	225	1	iv	iv	X
fsr-3817	225	2	.	.	X
fsr-3817	225	3	concluding	conclude	VERB
fsr-3817	225	4	comments	comment	NOUN
fsr-3817	225	5	this	this	DET
fsr-3817	225	6	study	study	NOUN
fsr-3817	225	7	applied	apply	VERB
fsr-3817	225	8	to	to	ADP
fsr-3817	225	9	the	the	DET
fsr-3817	225	10	case	case	NOUN
fsr-3817	225	11	of	of	ADP
fsr-3817	225	12	the	the	DET
fsr-3817	225	13	individual	individual	ADJ
fsr-3817	225	14	investor	investor	NOUN
fsr-3817	225	15	’s	’s	PART
fsr-3817	225	16	problem	problem	NOUN
fsr-3817	225	17	a	a	DET
fsr-3817	225	18	new	new	ADJ
fsr-3817	225	19	methodology	methodology	NOUN
fsr-3817	225	20	based	base	VERB
fsr-3817	225	21	on	on	ADP
fsr-3817	225	22	fuzzy	fuzzy	ADJ
fsr-3817	225	23	sets	set	NOUN
fsr-3817	225	24	.	.	PUNCT
fsr-3817	226	1	in	in	ADP
fsr-3817	226	2	this	this	DET
fsr-3817	226	3	problem	problem	NOUN
fsr-3817	226	4	,	,	PUNCT
fsr-3817	226	5	the	the	DET
fsr-3817	226	6	classes	class	NOUN
fsr-3817	226	7	,	,	PUNCT
fsr-3817	226	8	variables	variable	NOUN
fsr-3817	226	9	,	,	PUNCT
fsr-3817	226	10	indicators	indicator	NOUN
fsr-3817	226	11	,	,	PUNCT
fsr-3817	226	12	causality	causality	NOUN
fsr-3817	226	13	,	,	PUNCT
fsr-3817	226	14	and	and	CCONJ
fsr-3817	226	15	infer	infer	NOUN
fsr-3817	226	16	ences	ence	NOUN
fsr-3817	226	17	are	be	AUX
fsr-3817	226	18	at	at	ADP
fsr-3817	226	19	best	good	ADJ
fsr-3817	226	20	approximate	approximate	ADJ
fsr-3817	226	21	,	,	PUNCT
fsr-3817	226	22	which	which	PRON
fsr-3817	226	23	calls	call	VERB
fsr-3817	226	24	for	for	ADP
fsr-3817	226	25	solutions	solution	NOUN
fsr-3817	226	26	and	and	CCONJ
fsr-3817	226	27	reasoning	reasoning	NOUN
fsr-3817	226	28	which	which	PRON
fsr-3817	226	29	will	will	AUX
fsr-3817	226	30	also	also	ADV
fsr-3817	226	31	be	be	AUX
fsr-3817	226	32	approximate	approximate	ADJ
fsr-3817	226	33	at	at	ADV
fsr-3817	226	34	best	well	ADV
fsr-3817	226	35	.	.	PUNCT
fsr-3817	227	1	it	it	PRON
fsr-3817	227	2	also	also	ADV
fsr-3817	227	3	requires	require	VERB
fsr-3817	227	4	a	a	DET
fsr-3817	227	5	type	type	NOUN
fsr-3817	227	6	of	of	ADP
fsr-3817	227	7	flexibility	flexibility	NOUN
fsr-3817	227	8	and	and	CCONJ
fsr-3817	227	9	imprecision	imprecision	NOUN
fsr-3817	227	10	that	that	PRON
fsr-3817	227	11	can	can	AUX
fsr-3817	227	12	not	not	PART
fsr-3817	227	13	be	be	AUX
fsr-3817	227	14	obtained	obtain	VERB
fsr-3817	227	15	in	in	ADP
fsr-3817	227	16	the	the	DET
fsr-3817	227	17	conventional	conventional	ADJ
fsr-3817	227	18	(	(	PUNCT
fsr-3817	227	19	calculus	calculus	NOUN
fsr-3817	227	20	plus	plus	CCONJ
fsr-3817	227	21	probability	probability	NOUN
fsr-3817	227	22	)	)	PUNCT
fsr-3817	227	23	framework	framework	NOUN
fsr-3817	227	24	.	.	PUNCT
fsr-3817	228	1	the	the	DET
fsr-3817	228	2	relational	relational	ADJ
fsr-3817	228	3	equations	equation	NOUN
fsr-3817	228	4	-	-	PUNCT
fsr-3817	228	5	possibilistic	possibilistic	ADJ
fsr-3817	228	6	modeling	modeling	NOUN
fsr-3817	228	7	is	be	AUX
fsr-3817	228	8	only	only	ADV
fsr-3817	228	9	part	part	NOUN
fsr-3817	228	10	of	of	ADP
fsr-3817	228	11	the	the	DET
fsr-3817	228	12	ongoing	ongoing	ADJ
fsr-3817	228	13	research	research	NOUN
fsr-3817	228	14	on	on	ADP
fsr-3817	228	15	“	"	PUNCT
fsr-3817	228	16	approximate	approximate	ADJ
fsr-3817	228	17	reasoning	reasoning	NOUN
fsr-3817	228	18	,	,	PUNCT
fsr-3817	228	19	”	"	PUNCT
fsr-3817	228	20	which	which	PRON
fsr-3817	228	21	shows	show	VERB
fsr-3817	228	22	considerable	considerable	ADJ
fsr-3817	228	23	potential	potential	NOUN
fsr-3817	228	24	for	for	ADP
fsr-3817	228	25	providing	provide	VERB
fsr-3817	228	26	solutions	solution	NOUN
fsr-3817	228	27	to	to	ADP
fsr-3817	228	28	investors	investor	NOUN
fsr-3817	228	29	.	.	PUNCT
fsr-3817	229	1	research	research	NOUN
fsr-3817	229	2	in	in	ADP
fsr-3817	229	3	approximate	approximate	ADJ
fsr-3817	229	4	reasoning	reasoning	NOUN
fsr-3817	229	5	points	point	NOUN
fsr-3817	229	6	toward	toward	ADP
fsr-3817	229	7	the	the	DET
fsr-3817	229	8	possibility	possibility	NOUN
fsr-3817	229	9	of	of	ADP
fsr-3817	229	10	building	build	VERB
fsr-3817	229	11	an	an	DET
fsr-3817	229	12	evolving	evolve	VERB
fsr-3817	229	13	model	model	NOUN
fsr-3817	229	14	or	or	CCONJ
fsr-3817	229	15	automaton	automaton	NOUN
fsr-3817	229	16	soon	soon	ADV
fsr-3817	229	17	(	(	PUNCT
fsr-3817	229	18	klir	klir	PROPN
fsr-3817	229	19	&	&	CCONJ
fsr-3817	229	20	yuan	yuan	PROPN
fsr-3817	229	21	,	,	PUNCT
fsr-3817	229	22	1995	1995	NUM
fsr-3817	229	23	,	,	PUNCT
fsr-3817	229	24	p.	p.	NOUN
fsr-3817	229	25	349	349	NUM
fsr-3817	229	26	)	)	PUNCT
fsr-3817	229	27	which	which	PRON
fsr-3817	229	28	could	could	AUX
fsr-3817	229	29	manage	manage	VERB
fsr-3817	229	30	investments	investment	NOUN
fsr-3817	229	31	.	.	PUNCT
fsr-3817	230	1	before	before	SCONJ
fsr-3817	230	2	this	this	DET
fsr-3817	230	3	“	"	PUNCT
fsr-3817	230	4	automatic	automatic	ADJ
fsr-3817	230	5	pilot	pilot	NOUN
fsr-3817	230	6	”	"	PUNCT
fsr-3817	230	7	arrives	arrive	VERB
fsr-3817	230	8	,	,	PUNCT
fsr-3817	230	9	relationships	relationship	NOUN
fsr-3817	230	10	between	between	ADP
fsr-3817	230	11	investment	investment	NOUN
fsr-3817	230	12	pro	pro	ADJ
fsr-3817	230	13	fessionals	fessional	NOUN
fsr-3817	230	14	and	and	CCONJ
fsr-3817	230	15	their	their	PRON
fsr-3817	230	16	clients	client	NOUN
fsr-3817	230	17	are	be	AUX
fsr-3817	230	18	likely	likely	ADJ
fsr-3817	230	19	to	to	PART
fsr-3817	230	20	continue	continue	VERB
fsr-3817	230	21	to	to	PART
fsr-3817	230	22	be	be	AUX
fsr-3817	230	23	very	very	ADV
fsr-3817	230	24	important	important	ADJ
fsr-3817	230	25	.	.	PUNCT
fsr-3817	231	1	the	the	DET
fsr-3817	231	2	methodology	methodology	NOUN
fsr-3817	231	3	presented	present	VERB
fsr-3817	231	4	can	can	AUX
fsr-3817	231	5	contribute	contribute	VERB
fsr-3817	231	6	to	to	ADP
fsr-3817	231	7	enhancing	enhance	VERB
fsr-3817	231	8	that	that	DET
fsr-3817	231	9	relationship	relationship	NOUN
fsr-3817	231	10	,	,	PUNCT
fsr-3817	231	11	since	since	SCONJ
fsr-3817	231	12	it	it	PRON
fsr-3817	231	13	properly	properly	ADV
fsr-3817	231	14	incorporates	incorporate	VERB
fsr-3817	231	15	the	the	DET
fsr-3817	231	16	formality	formality	NOUN
fsr-3817	231	17	requirements	requirement	NOUN
fsr-3817	231	18	of	of	ADP
fsr-3817	231	19	investment	investment	NOUN
fsr-3817	231	20	professionals	professional	NOUN
fsr-3817	231	21	with	with	ADP
fsr-3817	231	22	clients	client	NOUN
fsr-3817	231	23	’	'	PUNCT
fsr-3817	231	24	needs	need	NOUN
fsr-3817	231	25	and	and	CCONJ
fsr-3817	231	26	reasoning	reasoning	NOUN
fsr-3817	231	27	in	in	ADP
fsr-3817	231	28	a	a	DET
fsr-3817	231	29	flexible	flexible	ADJ
fsr-3817	231	30	framework	framework	NOUN
fsr-3817	231	31	that	that	PRON
fsr-3817	231	32	one	one	PRON
fsr-3817	231	33	can	can	AUX
fsr-3817	231	34	both	both	PRON
fsr-3817	231	35	relate	relate	VERB
fsr-3817	231	36	to	to	ADP
fsr-3817	231	37	and	and	CCONJ
fsr-3817	231	38	understand	understand	VERB
fsr-3817	231	39	.	.	PUNCT
fsr-3817	232	1	references	reference	NOUN
fsr-3817	232	2	abbot	abbot	PROPN
fsr-3817	232	3	,	,	PUNCT
fsr-3817	232	4	j.	j.	PROPN
fsr-3817	232	5	(	(	PUNCT
fsr-3817	232	6	1969	1969	NUM
fsr-3817	232	7	)	)	PUNCT
fsr-3817	232	8	.	.	PUNCT
fsr-3817	233	1	sets	set	NOUN
fsr-3817	233	2	,	,	PUNCT
fsr-3817	233	3	lattices	lattice	NOUN
fsr-3817	233	4	,	,	PUNCT
fsr-3817	233	5	and	and	CCONJ
fsr-3817	233	6	boolean	boolean	ADJ
fsr-3817	233	7	algebras	algebra	NOUN
fsr-3817	233	8	.	.	PUNCT
fsr-3817	233	9	allyn	allyn	PROPN
fsr-3817	233	10	&	&	CCONJ
fsr-3817	233	11	bacon	bacon	PROPN
fsr-3817	233	12	.	.	PUNCT
fsr-3817	234	1	brennan	brennan	PROPN
fsr-3817	234	2	,	,	PUNCT
fsr-3817	234	3	m.	m.	NOUN
fsr-3817	234	4	(	(	PUNCT
fsr-3817	234	5	1975	1975	NUM
fsr-3817	234	6	)	)	PUNCT
fsr-3817	234	7	.	.	PUNCT
fsr-3817	235	1	the	the	DET
fsr-3817	235	2	optimal	optimal	ADJ
fsr-3817	235	3	number	number	NOUN
fsr-3817	235	4	of	of	ADP
fsr-3817	235	5	securities	security	NOUN
fsr-3817	235	6	in	in	ADP
fsr-3817	235	7	a	a	DET
fsr-3817	235	8	risky	risky	ADJ
fsr-3817	235	9	asset	asset	NOUN
fsr-3817	235	10	portfolio	portfolio	NOUN
fsr-3817	235	11	when	when	SCONJ
fsr-3817	235	12	there	there	PRON
fsr-3817	235	13	are	be	VERB
fsr-3817	235	14	fixed	fix	VERB
fsr-3817	235	15	costs	cost	NOUN
fsr-3817	235	16	of	of	ADP
fsr-3817	235	17	transacting	transacting	NOUN
fsr-3817	235	18	:	:	PUNCT
fsr-3817	235	19	theory	theory	NOUN
fsr-3817	235	20	and	and	CCONJ
fsr-3817	235	21	some	some	DET
fsr-3817	235	22	empirical	empirical	ADJ
fsr-3817	235	23	results	result	NOUN
fsr-3817	235	24	.	.	PUNCT
fsr-3817	236	1	journal	journal	NOUN
fsr-3817	236	2	of	of	ADP
fsr-3817	236	3	financial	financial	ADJ
fsr-3817	236	4	and	and	CCONJ
fsr-3817	236	5	quantita	quantita	PROPN
fsr-3817	236	6	tive	tive	PROPN
fsr-3817	236	7	analysis	analysis	NOUN
fsr-3817	236	8	,	,	PUNCT
fsr-3817	236	9	10(3	10(3	NUM
fsr-3817	236	10	)	)	PUNCT
fsr-3817	236	11	,	,	PUNCT
fsr-3817	236	12	483	483	NUM
fsr-3817	236	13	-	-	SYM
fsr-3817	236	14	496	496	NUM
fsr-3817	236	15	.	.	PUNCT
fsr-3817	237	1	an	an	DET
fsr-3817	237	2	application	application	NOUN
fsr-3817	237	3	of	of	ADP
fsr-3817	237	4	fuzzy	fuzzy	ADJ
fsr-3817	237	5	set	set	NOUN
fsr-3817	237	6	theory	theory	NOUN
fsr-3817	237	7	107	107	NUM
fsr-3817	237	8	dubois	dubois	PROPN
fsr-3817	237	9	,	,	PUNCT
fsr-3817	237	10	d.	d.	PROPN
fsr-3817	237	11	,	,	PUNCT
fsr-3817	237	12	&	&	CCONJ
fsr-3817	237	13	prade	prade	PROPN
fsr-3817	237	14	,	,	PUNCT
fsr-3817	237	15	h.	h.	PROPN
fsr-3817	237	16	(	(	PUNCT
fsr-3817	237	17	1980	1980	NUM
fsr-3817	237	18	)	)	PUNCT
fsr-3817	237	19	.	.	PUNCT
fsr-3817	238	1	fuzzy	fuzzy	ADJ
fsr-3817	238	2	sets	set	NOUN
fsr-3817	238	3	and	and	CCONJ
fsr-3817	238	4	systems	system	NOUN
fsr-3817	238	5	.	.	PUNCT
fsr-3817	239	1	new	new	PROPN
fsr-3817	239	2	york	york	PROPN
fsr-3817	239	3	:	:	PUNCT
fsr-3817	239	4	academic	academic	ADJ
fsr-3817	239	5	press	press	NOUN
fsr-3817	239	6	.	.	PUNCT
fsr-3817	240	1	hirshleifer	hirshleifer	NOUN
fsr-3817	240	2	,	,	PUNCT
fsr-3817	240	3	j.	j.	PROPN
fsr-3817	240	4	(	(	PUNCT
fsr-3817	240	5	1965	1965	NUM
fsr-3817	240	6	)	)	PUNCT
fsr-3817	240	7	.	.	PUNCT
fsr-3817	241	1	investment	investment	NOUN
fsr-3817	241	2	decision	decision	NOUN
fsr-3817	241	3	under	under	ADP
fsr-3817	241	4	uncertainty	uncertainty	NOUN
fsr-3817	241	5	.	.	PUNCT
fsr-3817	242	1	choice	choice	NOUN
fsr-3817	242	2	theoretic	theoretic	NOUN
fsr-3817	242	3	approaches	approach	NOUN
fsr-3817	242	4	,	,	PUNCT
fsr-3817	242	5	49(4	49(4	NOUN
fsr-3817	242	6	)	)	PUNCT
fsr-3817	242	7	.	.	PUNCT
fsr-3817	243	1	jacob	jacob	PROPN
fsr-3817	243	2	,	,	PUNCT
fsr-3817	243	3	n.	n.	PROPN
fsr-3817	243	4	(	(	PUNCT
fsr-3817	243	5	1974	1974	NUM
fsr-3817	243	6	)	)	PUNCT
fsr-3817	243	7	.	.	PUNCT
fsr-3817	244	1	a	a	DET
fsr-3817	244	2	limited	limit	VERB
fsr-3817	244	3	diversification	diversification	NOUN
fsr-3817	244	4	portfolio	portfolio	NOUN
fsr-3817	244	5	selection	selection	NOUN
fsr-3817	244	6	model	model	NOUN
fsr-3817	244	7	for	for	ADP
fsr-3817	244	8	the	the	DET
fsr-3817	244	9	ismall	ismall	NOUN
fsr-3817	244	10	investor	investor	NOUN
fsr-3817	244	11	.	.	PUNCT
fsr-3817	245	1	the	the	DET
fsr-3817	245	2	journal	journal	PROPN
fsr-3817	245	3	of	of	ADP
fsr-3817	245	4	finance	finance	NOUN
fsr-3817	245	5	,	,	PUNCT
fsr-3817	245	6	27(2	27(2	NUM
fsr-3817	245	7	)	)	PUNCT
fsr-3817	245	8	,	,	PUNCT
fsr-3817	245	9	847	847	NUM
fsr-3817	245	10	-	-	SYM
fsr-3817	245	11	856	856	NUM
fsr-3817	245	12	.	.	PUNCT
fsr-3817	246	1	kickert	kickert	PROPN
fsr-3817	246	2	,	,	PUNCT
fsr-3817	246	3	w.	w.	PROPN
fsr-3817	246	4	(	(	PUNCT
fsr-3817	246	5	1978	1978	NUM
fsr-3817	246	6	)	)	PUNCT
fsr-3817	246	7	.	.	PUNCT
fsr-3817	247	1	fuzzy	fuzzy	ADJ
fsr-3817	247	2	theories	theory	NOUN
fsr-3817	247	3	on	on	ADP
fsr-3817	247	4	decision	decision	NOUN
fsr-3817	247	5	-	-	PUNCT
fsr-3817	247	6	making	making	NOUN
fsr-3817	247	7	.	.	PUNCT
fsr-3817	248	1	leiden	leiden	PROPN
fsr-3817	248	2	,	,	PUNCT
fsr-3817	248	3	netherlands	netherlands	PROPN
fsr-3817	248	4	:	:	PUNCT
fsr-3817	248	5	martinus	martinus	PROPN
fsr-3817	248	6	nijhoff	nijhoff	PROPN
fsr-3817	248	7	.	.	PUNCT
fsr-3817	249	1	klir	klir	PROPN
fsr-3817	249	2	,	,	PUNCT
fsr-3817	249	3	g.	g.	PROPN
fsr-3817	249	4	,	,	PUNCT
fsr-3817	249	5	&	&	CCONJ
fsr-3817	249	6	yuan	yuan	PROPN
fsr-3817	249	7	,	,	PUNCT
fsr-3817	249	8	b.	b.	PROPN
fsr-3817	249	9	(	(	PUNCT
fsr-3817	249	10	1995	1995	NUM
fsr-3817	249	11	)	)	PUNCT
fsr-3817	249	12	.	.	PUNCT
fsr-3817	250	1	fuzzy	fuzzy	ADJ
fsr-3817	250	2	sets	set	VERB
fsr-3817	250	3	andfuzzy	andfuzzy	ADJ
fsr-3817	250	4	logic	logic	NOUN
fsr-3817	250	5	:	:	PUNCT
fsr-3817	250	6	theory	theory	NOUN
fsr-3817	250	7	and	and	CCONJ
fsr-3817	250	8	applications	application	NOUN
fsr-3817	250	9	.	.	PUNCT
fsr-3817	251	1	englewood	englewood	PROPN
fsr-3817	251	2	cliffs	cliffs	PROPN
fsr-3817	251	3	,	,	PUNCT
fsr-3817	251	4	nj	nj	PROPN
fsr-3817	251	5	:	:	PUNCT
fsr-3817	251	6	prentice	prentice	PROPN
fsr-3817	251	7	hall	hall	PROPN
fsr-3817	251	8	.	.	PUNCT
fsr-3817	252	1	kraus	kraus	PROPN
fsr-3817	252	2	,	,	PUNCT
fsr-3817	252	3	a.	a.	PROPN
fsr-3817	252	4	,	,	PUNCT
fsr-3817	252	5	&	&	CCONJ
fsr-3817	252	6	liztenberger	liztenberger	PROPN
fsr-3817	252	7	,	,	PUNCT
fsr-3817	252	8	r.	r.	PROPN
fsr-3817	252	9	(	(	PUNCT
fsr-3817	252	10	1975	1975	NUM
fsr-3817	252	11	)	)	PUNCT
fsr-3817	252	12	.	.	PUNCT
fsr-3817	253	1	market	market	NOUN
fsr-3817	253	2	equilibrium	equilibrium	NOUN
fsr-3817	253	3	in	in	ADP
fsr-3817	253	4	a	a	DET
fsr-3817	253	5	multiperiod	multiperiod	NOUN
fsr-3817	253	6	state	state	NOUN
fsr-3817	253	7	preference	preference	NOUN
fsr-3817	253	8	model	model	NOUN
fsr-3817	253	9	with	with	ADP
fsr-3817	253	10	logarithmic	logarithmic	ADJ
fsr-3817	253	11	utility	utility	NOUN
fsr-3817	253	12	.	.	PUNCT
fsr-3817	254	1	the	the	DET
fsr-3817	254	2	journal	journal	PROPN
fsr-3817	254	3	of	of	ADP
fsr-3817	254	4	finance	finance	NOUN
fsr-3817	254	5	,	,	PUNCT
fsr-3817	254	6	30(5	30(5	NUM
fsr-3817	254	7	)	)	PUNCT
fsr-3817	254	8	,	,	PUNCT
fsr-3817	254	9	1213	1213	NUM
fsr-3817	254	10	-	-	SYM
fsr-3817	254	11	1227	1227	NUM
fsr-3817	254	12	.	.	PUNCT
fsr-3817	255	1	langer	langer	PROPN
fsr-3817	255	2	,	,	PUNCT
fsr-3817	255	3	s.	s.	PROPN
fsr-3817	255	4	(	(	PUNCT
fsr-3817	255	5	1967	1967	NUM
fsr-3817	255	6	)	)	PUNCT
fsr-3817	255	7	.	.	PUNCT
fsr-3817	256	1	an	an	DET
fsr-3817	256	2	introduction	introduction	NOUN
fsr-3817	256	3	to	to	ADP
fsr-3817	256	4	symbolic	symbolic	ADJ
fsr-3817	256	5	logic	logic	NOUN
fsr-3817	256	6	.	.	PUNCT
fsr-3817	257	1	new	new	PROPN
fsr-3817	257	2	york	york	PROPN
fsr-3817	257	3	:	:	PUNCT
fsr-3817	257	4	dover	dover	PROPN
fsr-3817	257	5	.	.	PUNCT
fsr-3817	258	1	markowitz	markowitz	PROPN
fsr-3817	258	2	,	,	PUNCT
fsr-3817	258	3	h.	h.	PROPN
fsr-3817	258	4	(	(	PUNCT
fsr-3817	258	5	1991	1991	NUM
fsr-3817	258	6	)	)	PUNCT
fsr-3817	258	7	.	.	PUNCT
fsr-3817	259	1	foundations	foundation	NOUN
fsr-3817	259	2	of	of	ADP
fsr-3817	259	3	portfolio	portfolio	NOUN
fsr-3817	259	4	theory	theory	NOUN
fsr-3817	259	5	.	.	PUNCT
fsr-3817	260	1	the	the	DET
fsr-3817	260	2	journal	journal	PROPN
fsr-3817	260	3	of	of	ADP
fsr-3817	260	4	finance	finance	NOUN
fsr-3817	260	5	,	,	PUNCT
fsr-3817	260	6	xlvi(2	xlvi(2	PROPN
fsr-3817	260	7	)	)	PUNCT
fsr-3817	260	8	,	,	PUNCT
fsr-3817	260	9	469	469	NUM
fsr-3817	260	10	-	-	SYM
fsr-3817	260	11	477	477	NUM
fsr-3817	260	12	.	.	PUNCT
fsr-3817	261	1	markowitz	markowitz	PROPN
fsr-3817	261	2	,	,	PUNCT
fsr-3817	261	3	h.	h.	PROPN
fsr-3817	261	4	(	(	PUNCT
fsr-3817	261	5	1959	1959	NUM
fsr-3817	261	6	)	)	PUNCT
fsr-3817	261	7	.	.	PUNCT
fsr-3817	262	1	portfolio	portfolio	NOUN
fsr-3817	262	2	selection	selection	NOUN
fsr-3817	263	1	[	[	X
fsr-3817	263	2	monograph	monograph	NOUN
fsr-3817	263	3	]	]	X
fsr-3817	263	4	.	.	PUNCT
fsr-3817	264	1	new	new	PROPN
fsr-3817	264	2	york	york	PROPN
fsr-3817	264	3	:	:	PUNCT
fsr-3817	264	4	cowless	cowless	PROPN
fsr-3817	264	5	foundation	foundation	PROPN
fsr-3817	264	6	.	.	PUNCT
fsr-3817	265	1	myers	myers	PROPN
fsr-3817	265	2	,	,	PUNCT
fsr-3817	265	3	s.	s.	PROPN
fsr-3817	265	4	(	(	PUNCT
fsr-3817	265	5	1968	1968	NUM
fsr-3817	265	6	)	)	PUNCT
fsr-3817	265	7	.	.	PUNCT
fsr-3817	266	1	a	a	DET
fsr-3817	266	2	time	time	NOUN
fsr-3817	266	3	state	state	NOUN
fsr-3817	266	4	preference	preference	NOUN
fsr-3817	266	5	model	model	NOUN
fsr-3817	266	6	of	of	ADP
fsr-3817	266	7	security	security	NOUN
fsr-3817	266	8	valuation	valuation	NOUN
fsr-3817	266	9	.	.	PUNCT
fsr-3817	267	1	journal	journal	PROPN
fsr-3817	267	2	of	of	ADP
fsr-3817	267	3	financial	financial	ADJ
fsr-3817	267	4	and	and	CCONJ
fsr-3817	267	5	quantitative	quantitative	ADJ
fsr-3817	267	6	analysis	analysis	NOUN
fsr-3817	267	7	,	,	PUNCT
fsr-3817	267	8	3(l	3(l	NUM
fsr-3817	267	9	)	)	PUNCT
fsr-3817	267	10	,	,	PUNCT
fsr-3817	267	11	l-33	l-33	PROPN
fsr-3817	267	12	.	.	PUNCT
fsr-3817	268	1	pogue	pogue	PROPN
fsr-3817	268	2	,	,	PUNCT
fsr-3817	268	3	g.	g.	PROPN
fsr-3817	268	4	(	(	PUNCT
fsr-3817	268	5	1970	1970	NUM
fsr-3817	268	6	)	)	PUNCT
fsr-3817	268	7	.	.	PUNCT
fsr-3817	269	1	an	an	DET
fsr-3817	269	2	extension	extension	NOUN
fsr-3817	269	3	of	of	ADP
fsr-3817	269	4	the	the	DET
fsr-3817	269	5	markowitz	markowitz	PROPN
fsr-3817	269	6	portfolio	portfolio	PROPN
fsr-3817	269	7	selection	selection	NOUN
fsr-3817	269	8	model	model	NOUN
fsr-3817	269	9	to	to	PART
fsr-3817	269	10	include	include	VERB
fsr-3817	269	11	variable	variable	ADJ
fsr-3817	269	12	transaction	transaction	NOUN
fsr-3817	269	13	costs	cost	NOUN
fsr-3817	269	14	,	,	PUNCT
fsr-3817	269	15	short	short	ADJ
fsr-3817	269	16	sales	sale	NOUN
fsr-3817	269	17	,	,	PUNCT
fsr-3817	269	18	leverage	leverage	NOUN
fsr-3817	269	19	policies	policy	NOUN
fsr-3817	269	20	,	,	PUNCT
fsr-3817	269	21	and	and	CCONJ
fsr-3817	269	22	taxes	taxis	NOUN
fsr-3817	269	23	.	.	PUNCT
fsr-3817	270	1	the	the	DET
fsr-3817	270	2	journal	journal	NOUN
fsr-3817	270	3	of	of	ADP
fsr-3817	270	4	finance	finance	NOUN
fsr-3817	270	5	,	,	PUNCT
fsr-3817	270	6	35(5	35(5	NUM
fsr-3817	270	7	)	)	PUNCT
fsr-3817	270	8	,	,	PUNCT
fsr-3817	270	9	1005	1005	NUM
fsr-3817	270	10	-	-	SYM
fsr-3817	270	11	1027	1027	NUM
fsr-3817	270	12	.	.	PUNCT
fsr-3817	271	1	rutherford	rutherford	PROPN
fsr-3817	271	2	,	,	PUNCT
fsr-3817	271	3	d.	d.	PROPN
fsr-3817	271	4	(	(	PUNCT
fsr-3817	271	5	1966	1966	NUM
fsr-3817	271	6	)	)	PUNCT
fsr-3817	271	7	.	.	PUNCT
fsr-3817	272	1	introduction	introduction	NOUN
fsr-3817	272	2	to	to	PART
fsr-3817	272	3	lattice	lattice	VERB
fsr-3817	272	4	theory	theory	NOUN
fsr-3817	272	5	[	[	X
fsr-3817	272	6	university	university	NOUN
fsr-3817	272	7	mathematical	mathematical	ADJ
fsr-3817	272	8	monographs	monograph	NOUN
fsr-3817	272	9	]	]	PUNCT
fsr-3817	272	10	.	.	PUNCT
fsr-3817	273	1	lon	lon	PROPN
fsr-3817	273	2	don	don	PROPN
fsr-3817	273	3	:	:	PUNCT
fsr-3817	273	4	oliver	oliver	PROPN
fsr-3817	273	5	&	&	CCONJ
fsr-3817	273	6	boyd	boyd	PROPN
fsr-3817	273	7	.	.	PUNCT
fsr-3817	274	1	shackle	shackle	PROPN
fsr-3817	274	2	,	,	PUNCT
fsr-3817	274	3	g.	g.	PROPN
fsr-3817	274	4	(	(	PUNCT
fsr-3817	274	5	1972	1972	NUM
fsr-3817	274	6	)	)	PUNCT
fsr-3817	274	7	.	.	PUNCT
fsr-3817	275	1	epistemics	epistemic	NOUN
fsr-3817	275	2	and	and	CCONJ
fsr-3817	275	3	economics	economic	NOUN
fsr-3817	275	4	.	.	PUNCT
fsr-3817	276	1	cambridge	cambridge	PROPN
fsr-3817	276	2	,	,	PUNCT
fsr-3817	276	3	ma	ma	PROPN
fsr-3817	276	4	:	:	PUNCT
fsr-3817	276	5	cambridge	cambridge	PROPN
fsr-3817	276	6	university	university	PROPN
fsr-3817	276	7	press	press	NOUN
fsr-3817	276	8	.	.	PUNCT
fsr-3817	277	1	smith	smith	PROPN
fsr-3817	277	2	,	,	PUNCT
fsr-3817	277	3	k.	k.	PROPN
fsr-3817	277	4	(	(	PUNCT
fsr-3817	277	5	1974	1974	NUM
fsr-3817	277	6	)	)	PUNCT
fsr-3817	277	7	.	.	PUNCT
fsr-3817	278	1	the	the	DET
fsr-3817	278	2	major	major	ADJ
fsr-3817	278	3	asset	asset	NOUN
fsr-3817	278	4	mix	mix	NOUN
fsr-3817	278	5	problem	problem	NOUN
fsr-3817	278	6	of	of	ADP
fsr-3817	278	7	the	the	DET
fsr-3817	278	8	individual	individual	ADJ
fsr-3817	278	9	investor	investor	NOUN
fsr-3817	278	10	.	.	PUNCT
fsr-3817	279	1	journal	journal	PROPN
fsr-3817	279	2	of	of	ADP
fsr-3817	279	3	contemporary	contemporary	PROPN
fsr-3817	279	4	business	business	NOUN
fsr-3817	279	5	,	,	PUNCT
fsr-3817	279	6	winter	winter	NOUN
fsr-3817	279	7	.	.	PUNCT
fsr-3817	280	1	zadeh	zadeh	PROPN
fsr-3817	280	2	,	,	PUNCT
fsr-3817	280	3	l.	l.	PROPN
fsr-3817	280	4	(	(	PUNCT
fsr-3817	280	5	1979	1979	NUM
fsr-3817	280	6	)	)	PUNCT
fsr-3817	280	7	.	.	PUNCT
fsr-3817	281	1	a	a	DET
fsr-3817	281	2	theory	theory	NOUN
fsr-3817	281	3	of	of	ADP
fsr-3817	281	4	approximate	approximate	ADJ
fsr-3817	281	5	reasoning	reasoning	NOUN
fsr-3817	281	6	.	.	PUNCT
fsr-3817	282	1	in	in	ADP
fsr-3817	282	2	j.	j.	PROPN
fsr-3817	282	3	hayes	hayes	PROPN
fsr-3817	282	4	,	,	PUNCT
fsr-3817	282	5	d.	d.	PROPN
fsr-3817	282	6	michie	michie	PROPN
fsr-3817	282	7	,	,	PUNCT
fsr-3817	282	8	&	&	CCONJ
fsr-3817	282	9	i.	i.	PROPN
fsr-3817	282	10	mikulich	mikulich	PROPN
fsr-3817	282	11	(	(	PUNCT
fsr-3817	282	12	eds	ed	NOUN
fsr-3817	282	13	.	.	PUNCT
fsr-3817	282	14	)	)	PUNCT
fsr-3817	282	15	,	,	PUNCT
fsr-3817	282	16	machine	machine	NOUN
fsr-3817	282	17	intelligence	intelligence	NOUN
fsr-3817	282	18	(	(	PUNCT
fsr-3817	282	19	vol	vol	NOUN
fsr-3817	282	20	.	.	NOUN
fsr-3817	282	21	9	9	NUM
fsr-3817	282	22	,	,	PUNCT
fsr-3817	282	23	pp	pp	ADJ
fsr-3817	282	24	.	.	PUNCT
fsr-3817	282	25	149	149	NUM
fsr-3817	282	26	-	-	SYM
fsr-3817	282	27	194	194	NUM
fsr-3817	282	28	)	)	PUNCT
fsr-3817	282	29	.	.	PUNCT
fsr-3817	283	1	new	new	PROPN
fsr-3817	283	2	york	york	PROPN
fsr-3817	283	3	:	:	PUNCT
fsr-3817	283	4	halstead	halstead	PROPN
fsr-3817	283	5	press	press	PROPN
fsr-3817	283	6	.	.	PUNCT
fsr-3817	284	1	zadeh	zadeh	PROPN
fsr-3817	284	2	,	,	PUNCT
fsr-3817	284	3	l.	l.	PROPN
fsr-3817	284	4	(	(	PUNCT
fsr-3817	284	5	1978	1978	NUM
fsr-3817	284	6	)	)	PUNCT
fsr-3817	284	7	.	.	PUNCT
fsr-3817	285	1	fuzzy	fuzzy	ADJ
fsr-3817	285	2	sets	set	NOUN
fsr-3817	285	3	as	as	ADP
fsr-3817	285	4	a	a	DET
fsr-3817	285	5	basis	basis	NOUN
fsr-3817	285	6	for	for	ADP
fsr-3817	285	7	a	a	DET
fsr-3817	285	8	theory	theory	NOUN
fsr-3817	285	9	of	of	ADP
fsr-3817	285	10	possibility	possibility	NOUN
fsr-3817	285	11	.	.	PUNCT
fsr-3817	286	1	fuzzy	fuzzy	ADJ
fsr-3817	286	2	sets	set	NOUN
fsr-3817	286	3	and	and	CCONJ
fsr-3817	286	4	systems	system	NOUN
fsr-3817	286	5	,	,	PUNCT
fsr-3817	286	6	1	1	NUM
fsr-3817	286	7	,	,	PUNCT
fsr-3817	286	8	3	3	NUM
fsr-3817	286	9	-	-	SYM
fsr-3817	286	10	28	28	NUM
fsr-3817	286	11	.	.	PUNCT
fsr-3817	287	1	zadeh	zadeh	PROPN
fsr-3817	287	2	,	,	PUNCT
fsr-3817	287	3	l.	l.	PROPN
fsr-3817	287	4	(	(	PUNCT
fsr-3817	287	5	1975a	1975a	NUM
fsr-3817	287	6	,	,	PUNCT
fsr-3817	287	7	b	b	NOUN
fsr-3817	287	8	,	,	PUNCT
fsr-3817	287	9	and	and	CCONJ
fsr-3817	287	10	c	c	NOUN
fsr-3817	287	11	)	)	PUNCT
fsr-3817	287	12	.	.	PUNCT
fsr-3817	288	1	the	the	DET
fsr-3817	288	2	concept	concept	NOUN
fsr-3817	288	3	of	of	ADP
fsr-3817	288	4	a	a	DET
fsr-3817	288	5	linguistic	linguistic	ADJ
fsr-3817	288	6	variable	variable	NOUN
fsr-3817	288	7	and	and	CCONJ
fsr-3817	288	8	its	its	PRON
fsr-3817	288	9	application	application	NOUN
fsr-3817	288	10	to	to	PART
fsr-3817	288	11	approximate	approximate	ADJ
fsr-3817	288	12	reasoning	reasoning	NOUN
fsr-3817	288	13	:	:	PUNCT
fsr-3817	288	14	parts	part	NOUN
fsr-3817	288	15	i	i	PROPN
fsr-3817	288	16	,	,	PUNCT
fsr-3817	288	17	ii	ii	PROPN
fsr-3817	288	18	,	,	PUNCT
fsr-3817	288	19	and	and	CCONJ
fsr-3817	288	20	iii	iii	X
fsr-3817	288	21	.	.	PROPN
fsr-3817	288	22	information	information	NOUN
fsr-3817	288	23	sciences	sciences	PROPN
fsr-3817	288	24	,	,	PUNCT
fsr-3817	288	25	8	8	NUM
fsr-3817	288	26	,	,	PUNCT
fsr-3817	288	27	199	199	NUM
fsr-3817	288	28	-	-	SYM
fsr-3817	288	29	25	25	NUM
fsr-3817	288	30	1	1	NUM
fsr-3817	288	31	,	,	PUNCT
fsr-3817	288	32	301	301	NUM
fsr-3817	288	33	-	-	SYM
fsr-3817	288	34	357	357	NUM
fsr-3817	288	35	;	;	PUNCT
fsr-3817	288	36	9,43	9,43	NUM
fsr-3817	288	37	-	-	SYM
fsr-3817	288	38	80	80	NUM
fsr-3817	288	39	.	.	PUNCT
fsr-3817	289	1	zadeh	zadeh	PROPN
fsr-3817	289	2	,	,	PUNCT
fsr-3817	289	3	l.	l.	PROPN
fsr-3817	289	4	(	(	PUNCT
fsr-3817	289	5	1975d	1975d	NUM
fsr-3817	289	6	)	)	PUNCT
fsr-3817	289	7	.	.	PUNCT
fsr-3817	290	1	calculus	calculus	NOUN
fsr-3817	290	2	of	of	ADP
fsr-3817	290	3	fuzzy	fuzzy	ADJ
fsr-3817	290	4	restrictions	restriction	NOUN
fsr-3817	290	5	.	.	PUNCT
fsr-3817	291	1	in	in	ADP
fsr-3817	291	2	l.	l.	PROPN
fsr-3817	291	3	zadeh	zadeh	PROPN
fsr-3817	291	4	,	,	PUNCT
fsr-3817	291	5	k.	k.	PROPN
fsr-3817	291	6	fu	fu	PROPN
fsr-3817	291	7	,	,	PUNCT
fsr-3817	291	8	k.	k.	PROPN
fsr-3817	291	9	tanaka	tanaka	PROPN
fsr-3817	291	10	,	,	PUNCT
fsr-3817	291	11	&	&	CCONJ
fsr-3817	291	12	m.	m.	PROPN
fsr-3817	291	13	shimura	shimura	PROPN
fsr-3817	291	14	(	(	PUNCT
fsr-3817	291	15	eds	eds	PROPN
fsr-3817	291	16	.	.	PUNCT
fsr-3817	291	17	)	)	PUNCT
fsr-3817	291	18	,	,	PUNCT
fsr-3817	291	19	fuzzy	fuzzy	ADJ
fsr-3817	291	20	sets	set	NOUN
fsr-3817	291	21	and	and	CCONJ
fsr-3817	291	22	their	their	PRON
fsr-3817	291	23	applications	application	NOUN
fsr-3817	291	24	to	to	PART
fsr-3817	291	25	cognitive	cognitive	VERB
fsr-3817	291	26	and	and	CCONJ
fsr-3817	291	27	decision	decision	NOUN
fsr-3817	291	28	processes	process	NOUN
fsr-3817	291	29	(	(	PUNCT
fsr-3817	291	30	pp	pp	ADJ
fsr-3817	291	31	.	.	PUNCT
fsr-3817	291	32	l-39	l-39	PROPN
fsr-3817	291	33	)	)	PUNCT
fsr-3817	291	34	.	.	PUNCT
fsr-3817	292	1	new	new	PROPN
fsr-3817	292	2	york	york	PROPN
fsr-3817	292	3	:	:	PUNCT
fsr-3817	292	4	academic	academic	ADJ
fsr-3817	292	5	press	press	NOUN
fsr-3817	292	6	.	.	PUNCT
fsr-3817	293	1	zadeh	zadeh	PROPN
fsr-3817	293	2	,	,	PUNCT
fsr-3817	293	3	l.	l.	PROPN
fsr-3817	293	4	(	(	PUNCT
fsr-3817	293	5	1973	1973	NUM
fsr-3817	293	6	)	)	PUNCT
fsr-3817	293	7	.	.	PUNCT
fsr-3817	294	1	outline	outline	NOUN
fsr-3817	294	2	of	of	ADP
fsr-3817	294	3	a	a	DET
fsr-3817	294	4	new	new	ADJ
fsr-3817	294	5	approach	approach	NOUN
fsr-3817	294	6	to	to	ADP
fsr-3817	294	7	the	the	DET
fsr-3817	294	8	analysis	analysis	NOUN
fsr-3817	294	9	of	of	ADP
fsr-3817	294	10	complex	complex	ADJ
fsr-3817	294	11	systems	system	NOUN
fsr-3817	294	12	and	and	CCONJ
fsr-3817	294	13	decision	decision	NOUN
fsr-3817	294	14	pro	pro	ADJ
fsr-3817	294	15	cesses	cesse	NOUN
fsr-3817	294	16	.	.	PUNCT
fsr-3817	295	1	ieee	ieee	NOUN
fsr-3817	295	2	transactions	transaction	NOUN
fsr-3817	295	3	on	on	ADP
fsr-3817	295	4	systems	system	NOUN
fsr-3817	295	5	,	,	PUNCT
fsr-3817	295	6	man	man	NOUN
fsr-3817	295	7	,	,	PUNCT
fsr-3817	295	8	and	and	CCONJ
fsr-3817	295	9	cybernetics	cybernetic	NOUN
fsr-3817	295	10	,	,	PUNCT
fsr-3817	295	11	3	3	NUM
fsr-3817	295	12	,	,	PUNCT
fsr-3817	295	13	28	28	NUM
fsr-3817	295	14	-	-	SYM
fsr-3817	295	15	44	44	NUM
fsr-3817	295	16	.	.	PUNCT
fsr-3817	296	1	zadeh	zadeh	PROPN
fsr-3817	296	2	,	,	PUNCT
fsr-3817	296	3	l.	l.	PROPN
fsr-3817	296	4	(	(	PUNCT
fsr-3817	296	5	1965	1965	NUM
fsr-3817	296	6	)	)	PUNCT
fsr-3817	296	7	.	.	PUNCT
fsr-3817	297	1	fuzzy	fuzzy	ADJ
fsr-3817	297	2	sets	set	NOUN
fsr-3817	297	3	.	.	PUNCT
fsr-3817	298	1	information	information	NOUN
fsr-3817	298	2	and	and	CCONJ
fsr-3817	298	3	control	control	NOUN
fsr-3817	298	4	,	,	PUNCT
fsr-3817	298	5	8(3	8(3	NUM
fsr-3817	298	6	)	)	PUNCT
fsr-3817	298	7	,	,	PUNCT
fsr-3817	298	8	338	338	NUM
fsr-3817	298	9	-	-	SYM
fsr-3817	298	10	353	353	NUM
fsr-3817	298	11	.	.	PUNCT
fsr-3817	299	1	zimmermann	zimmermann	PROPN
fsr-3817	299	2	,	,	PUNCT
fsr-3817	299	3	h.	h.	PROPN
fsr-3817	299	4	(	(	PUNCT
fsr-3817	299	5	1991	1991	NUM
fsr-3817	299	6	)	)	PUNCT
fsr-3817	299	7	.	.	PUNCT
fsr-3817	300	1	fuzzy	fuzzy	ADJ
fsr-3817	300	2	set	set	VERB
fsr-3817	300	3	theory	theory	NOUN
fsr-3817	300	4	and	and	CCONJ
fsr-3817	300	5	its	its	PRON
fsr-3817	300	6	applications	application	NOUN
fsr-3817	300	7	,	,	PUNCT
fsr-3817	300	8	2nd	2nd	ADJ
fsr-3817	300	9	ed	ed	NOUN
fsr-3817	300	10	.	.	PUNCT
fsr-3817	301	1	new	new	PROPN
fsr-3817	301	2	york	york	PROPN
fsr-3817	301	3	:	:	PUNCT
fsr-3817	301	4	kluwer	kluwer	PROPN
fsr-3817	301	5	aca	aca	PROPN
fsr-3817	301	6	demic	demic	ADJ
fsr-3817	301	7	publishers	publisher	NOUN
fsr-3817	301	8	.	.	PUNCT