id	sid	tid	token	lemma	pos
american_scientific_journal-3591	1	1	33	33	NUM
american_scientific_journal-3591	1	2	american	american	ADJ
american_scientific_journal-3591	1	3	scientific	scientific	ADJ
american_scientific_journal-3591	1	4	research	research	NOUN
american_scientific_journal-3591	1	5	journal	journal	NOUN
american_scientific_journal-3591	1	6	for	for	ADP
american_scientific_journal-3591	1	7	engineering	engineering	NOUN
american_scientific_journal-3591	1	8	,	,	PUNCT
american_scientific_journal-3591	1	9	technology	technology	NOUN
american_scientific_journal-3591	1	10	,	,	PUNCT
american_scientific_journal-3591	1	11	and	and	CCONJ
american_scientific_journal-3591	1	12	sciences	science	NOUN
american_scientific_journal-3591	1	13	(	(	PUNCT
american_scientific_journal-3591	1	14	asrjets	asrjet	NOUN
american_scientific_journal-3591	1	15	)	)	PUNCT
american_scientific_journal-3591	1	16	issn	issn	PROPN
american_scientific_journal-3591	1	17	(	(	PUNCT
american_scientific_journal-3591	1	18	print	print	NOUN
american_scientific_journal-3591	1	19	)	)	PUNCT
american_scientific_journal-3591	1	20	2313	2313	NUM
american_scientific_journal-3591	1	21	-	-	SYM
american_scientific_journal-3591	1	22	4410	4410	NUM
american_scientific_journal-3591	1	23	,	,	PUNCT
american_scientific_journal-3591	1	24	issn	issn	PROPN
american_scientific_journal-3591	1	25	(	(	PUNCT
american_scientific_journal-3591	1	26	online	online	ADJ
american_scientific_journal-3591	1	27	)	)	PUNCT
american_scientific_journal-3591	1	28	2313	2313	NUM
american_scientific_journal-3591	1	29	-	-	SYM
american_scientific_journal-3591	1	30	4402	4402	NUM
american_scientific_journal-3591	1	31	©	©	PROPN
american_scientific_journal-3591	1	32	global	global	ADJ
american_scientific_journal-3591	1	33	society	society	NOUN
american_scientific_journal-3591	1	34	of	of	ADP
american_scientific_journal-3591	1	35	scientific	scientific	ADJ
american_scientific_journal-3591	1	36	research	research	NOUN
american_scientific_journal-3591	1	37	and	and	CCONJ
american_scientific_journal-3591	1	38	researchers	researcher	NOUN
american_scientific_journal-3591	1	39	http://asrjetsjournal.org/	http://asrjetsjournal.org/	VERB
american_scientific_journal-3591	1	40	a	a	DET
american_scientific_journal-3591	1	41	hybrid	hybrid	ADJ
american_scientific_journal-3591	1	42	approach	approach	NOUN
american_scientific_journal-3591	1	43	for	for	ADP
american_scientific_journal-3591	1	44	measuring	measure	VERB
american_scientific_journal-3591	1	45	productivity	productivity	NOUN
american_scientific_journal-3591	1	46	in	in	ADP
american_scientific_journal-3591	1	47	the	the	DET
american_scientific_journal-3591	1	48	global	global	ADJ
american_scientific_journal-3591	1	49	fitness	fitness	NOUN
american_scientific_journal-3591	1	50	industry	industry	NOUN
american_scientific_journal-3591	1	51	by	by	ADP
american_scientific_journal-3591	1	52	using	use	VERB
american_scientific_journal-3591	1	53	grey	grey	PROPN
american_scientific_journal-3591	1	54	and	and	CCONJ
american_scientific_journal-3591	1	55	dea	dea	PROPN
american_scientific_journal-3591	1	56	model	model	PROPN
american_scientific_journal-3591	1	57	chia	chia	PROPN
american_scientific_journal-3591	1	58	nan	nan	PROPN
american_scientific_journal-3591	1	59	wanga	wanga	PROPN
american_scientific_journal-3591	1	60	,	,	PUNCT
american_scientific_journal-3591	1	61	xuan	xuan	PROPN
american_scientific_journal-3591	1	62	tho	tho	PROPN
american_scientific_journal-3591	1	63	nguyenb	nguyenb	PROPN
american_scientific_journal-3591	1	64	*	*	VERB
american_scientific_journal-3591	1	65	a	a	PRON
american_scientific_journal-3591	1	66	,	,	PUNCT
american_scientific_journal-3591	1	67	bdepartment	bdepartment	NOUN
american_scientific_journal-3591	1	68	of	of	ADP
american_scientific_journal-3591	1	69	industrial	industrial	ADJ
american_scientific_journal-3591	1	70	engineering	engineering	NOUN
american_scientific_journal-3591	1	71	and	and	CCONJ
american_scientific_journal-3591	1	72	management	management	NOUN
american_scientific_journal-3591	1	73	,	,	PUNCT
american_scientific_journal-3591	1	74	national	national	PROPN
american_scientific_journal-3591	1	75	kaohsiung	kaohsiung	PROPN
american_scientific_journal-3591	1	76	university	university	PROPN
american_scientific_journal-3591	1	77	of	of	ADP
american_scientific_journal-3591	1	78	applied	apply	VERB
american_scientific_journal-3591	1	79	sciences	science	NOUN
american_scientific_journal-3591	1	80	,	,	PUNCT
american_scientific_journal-3591	1	81	no	no	INTJ
american_scientific_journal-3591	1	82	.	.	NOUN
american_scientific_journal-3591	1	83	415	415	NUM
american_scientific_journal-3591	1	84	jiangong	jiangong	PROPN
american_scientific_journal-3591	1	85	rd	rd	PROPN
american_scientific_journal-3591	1	86	.	.	PROPN
american_scientific_journal-3591	1	87	,	,	PUNCT
american_scientific_journal-3591	1	88	sanmin	sanmin	NOUN
american_scientific_journal-3591	1	89	dist	dist	NOUN
american_scientific_journal-3591	1	90	.	.	PUNCT
american_scientific_journal-3591	2	1	,	,	PUNCT
american_scientific_journal-3591	2	2	kaohsiung	kaohsiung	PROPN
american_scientific_journal-3591	2	3	city	city	PROPN
american_scientific_journal-3591	2	4	,	,	PUNCT
american_scientific_journal-3591	2	5	80778	80778	NUM
american_scientific_journal-3591	2	6	,	,	PUNCT
american_scientific_journal-3591	2	7	taiwan	taiwan	PROPN
american_scientific_journal-3591	2	8	aemail	aemail	NOUN
american_scientific_journal-3591	2	9	:	:	PUNCT
american_scientific_journal-3591	2	10	cn.wang@cc.kuas.edu.tw	cn.wang@cc.kuas.edu.tw	PROPN
american_scientific_journal-3591	2	11	bemail	bemail	PROPN
american_scientific_journal-3591	2	12	:	:	PUNCT
american_scientific_journal-3591	3	1	nguyenhanam188@gmail.com	nguyenhanam188@gmail.com	X
american_scientific_journal-3591	3	2	abstract	abstract	NOUN
american_scientific_journal-3591	3	3	maintaining	maintain	VERB
american_scientific_journal-3591	3	4	sustainable	sustainable	ADJ
american_scientific_journal-3591	3	5	development	development	NOUN
american_scientific_journal-3591	3	6	is	be	AUX
american_scientific_journal-3591	3	7	becoming	become	VERB
american_scientific_journal-3591	3	8	an	an	DET
american_scientific_journal-3591	3	9	important	important	ADJ
american_scientific_journal-3591	3	10	issue	issue	NOUN
american_scientific_journal-3591	3	11	for	for	ADP
american_scientific_journal-3591	3	12	the	the	DET
american_scientific_journal-3591	3	13	fitness	fitness	NOUN
american_scientific_journal-3591	3	14	industry	industry	NOUN
american_scientific_journal-3591	3	15	.	.	PUNCT
american_scientific_journal-3591	4	1	to	to	PART
american_scientific_journal-3591	4	2	solve	solve	VERB
american_scientific_journal-3591	4	3	this	this	DET
american_scientific_journal-3591	4	4	problem	problem	NOUN
american_scientific_journal-3591	4	5	,	,	PUNCT
american_scientific_journal-3591	4	6	the	the	DET
american_scientific_journal-3591	4	7	decision	decision	NOUN
american_scientific_journal-3591	4	8	-	-	PUNCT
american_scientific_journal-3591	4	9	makers	maker	NOUN
american_scientific_journal-3591	4	10	need	need	VERB
american_scientific_journal-3591	4	11	to	to	PART
american_scientific_journal-3591	4	12	understand	understand	VERB
american_scientific_journal-3591	4	13	the	the	DET
american_scientific_journal-3591	4	14	performance	performance	NOUN
american_scientific_journal-3591	4	15	of	of	ADP
american_scientific_journal-3591	4	16	this	this	DET
american_scientific_journal-3591	4	17	industry	industry	NOUN
american_scientific_journal-3591	4	18	.	.	PUNCT
american_scientific_journal-3591	5	1	this	this	DET
american_scientific_journal-3591	5	2	research	research	NOUN
american_scientific_journal-3591	5	3	proposes	propose	VERB
american_scientific_journal-3591	5	4	a	a	DET
american_scientific_journal-3591	5	5	hybrid	hybrid	ADJ
american_scientific_journal-3591	5	6	approach	approach	NOUN
american_scientific_journal-3591	5	7	based	base	VERB
american_scientific_journal-3591	5	8	on	on	ADP
american_scientific_journal-3591	5	9	grey	grey	PROPN
american_scientific_journal-3591	5	10	model	model	NOUN
american_scientific_journal-3591	5	11	(	(	PUNCT
american_scientific_journal-3591	5	12	gm	gm	PROPN
american_scientific_journal-3591	5	13	)	)	PUNCT
american_scientific_journal-3591	5	14	and	and	CCONJ
american_scientific_journal-3591	5	15	malmquist	malmquist	PROPN
american_scientific_journal-3591	5	16	productivity	productivity	NOUN
american_scientific_journal-3591	5	17	index	index	NOUN
american_scientific_journal-3591	5	18	(	(	PUNCT
american_scientific_journal-3591	5	19	mpi	mpi	PROPN
american_scientific_journal-3591	5	20	)	)	PUNCT
american_scientific_journal-3591	5	21	,	,	PUNCT
american_scientific_journal-3591	5	22	to	to	PART
american_scientific_journal-3591	5	23	measure	measure	VERB
american_scientific_journal-3591	5	24	operational	operational	ADJ
american_scientific_journal-3591	5	25	performance	performance	NOUN
american_scientific_journal-3591	5	26	of	of	ADP
american_scientific_journal-3591	5	27	worldwide	worldwide	ADJ
american_scientific_journal-3591	5	28	fitness	fitness	NOUN
american_scientific_journal-3591	5	29	manufactures	manufacture	NOUN
american_scientific_journal-3591	5	30	over	over	ADP
american_scientific_journal-3591	5	31	several	several	ADJ
american_scientific_journal-3591	5	32	periods	period	NOUN
american_scientific_journal-3591	5	33	.	.	PUNCT
american_scientific_journal-3591	6	1	from	from	ADP
american_scientific_journal-3591	6	2	that	that	PRON
american_scientific_journal-3591	6	3	,	,	PUNCT
american_scientific_journal-3591	6	4	decision	decision	NOUN
american_scientific_journal-3591	6	5	making	make	VERB
american_scientific_journal-3591	6	6	units	unit	NOUN
american_scientific_journal-3591	6	7	(	(	PUNCT
american_scientific_journal-3591	6	8	dmus	dmus	PROPN
american_scientific_journal-3591	6	9	)	)	PUNCT
american_scientific_journal-3591	6	10	and	and	CCONJ
american_scientific_journal-3591	6	11	managers	manager	NOUN
american_scientific_journal-3591	6	12	can	can	AUX
american_scientific_journal-3591	6	13	improve	improve	VERB
american_scientific_journal-3591	6	14	business	business	NOUN
american_scientific_journal-3591	6	15	performance	performance	NOUN
american_scientific_journal-3591	6	16	and	and	CCONJ
american_scientific_journal-3591	6	17	build	build	VERB
american_scientific_journal-3591	6	18	a	a	DET
american_scientific_journal-3591	6	19	sustainable	sustainable	ADJ
american_scientific_journal-3591	6	20	development	development	NOUN
american_scientific_journal-3591	6	21	strategy	strategy	NOUN
american_scientific_journal-3591	6	22	.	.	PUNCT
american_scientific_journal-3591	7	1	this	this	DET
american_scientific_journal-3591	7	2	research	research	NOUN
american_scientific_journal-3591	7	3	conducted	conduct	VERB
american_scientific_journal-3591	7	4	on	on	ADP
american_scientific_journal-3591	7	5	15	15	NUM
american_scientific_journal-3591	7	6	fitness	fitness	NOUN
american_scientific_journal-3591	7	7	manufactures	manufacture	NOUN
american_scientific_journal-3591	7	8	,	,	PUNCT
american_scientific_journal-3591	7	9	by	by	ADP
american_scientific_journal-3591	7	10	the	the	DET
american_scientific_journal-3591	7	11	use	use	NOUN
american_scientific_journal-3591	7	12	of	of	ADP
american_scientific_journal-3591	7	13	several	several	ADJ
american_scientific_journal-3591	7	14	input	input	NOUN
american_scientific_journal-3591	7	15	and	and	CCONJ
american_scientific_journal-3591	7	16	output	output	NOUN
american_scientific_journal-3591	7	17	variables	variable	NOUN
american_scientific_journal-3591	7	18	.	.	PUNCT
american_scientific_journal-3591	8	1	gm	gm	PROPN
american_scientific_journal-3591	8	2	was	be	AUX
american_scientific_journal-3591	8	3	used	use	VERB
american_scientific_journal-3591	8	4	to	to	PART
american_scientific_journal-3591	8	5	predict	predict	VERB
american_scientific_journal-3591	8	6	the	the	DET
american_scientific_journal-3591	8	7	future	future	ADJ
american_scientific_journal-3591	8	8	value	value	NOUN
american_scientific_journal-3591	8	9	of	of	ADP
american_scientific_journal-3591	8	10	these	these	DET
american_scientific_journal-3591	8	11	variables	variable	NOUN
american_scientific_journal-3591	8	12	.	.	PUNCT
american_scientific_journal-3591	9	1	following	follow	VERB
american_scientific_journal-3591	9	2	the	the	DET
american_scientific_journal-3591	9	3	mpi	mpi	NOUN
american_scientific_journal-3591	9	4	was	be	AUX
american_scientific_journal-3591	9	5	used	use	VERB
american_scientific_journal-3591	9	6	to	to	PART
american_scientific_journal-3591	9	7	evaluate	evaluate	VERB
american_scientific_journal-3591	9	8	performance	performance	NOUN
american_scientific_journal-3591	9	9	of	of	ADP
american_scientific_journal-3591	9	10	all	all	DET
american_scientific_journal-3591	9	11	dmus	dmus	NOUN
american_scientific_journal-3591	9	12	.	.	PUNCT
american_scientific_journal-3591	10	1	the	the	DET
american_scientific_journal-3591	10	2	mpi	mpi	PROPN
american_scientific_journal-3591	10	3	results	result	NOUN
american_scientific_journal-3591	10	4	showed	show	VERB
american_scientific_journal-3591	10	5	some	some	DET
american_scientific_journal-3591	10	6	manufactures	manufacture	NOUN
american_scientific_journal-3591	10	7	become	become	VERB
american_scientific_journal-3591	10	8	more	more	ADV
american_scientific_journal-3591	10	9	efficient	efficient	ADJ
american_scientific_journal-3591	10	10	,	,	PUNCT
american_scientific_journal-3591	10	11	while	while	SCONJ
american_scientific_journal-3591	10	12	others	other	NOUN
american_scientific_journal-3591	10	13	become	become	VERB
american_scientific_journal-3591	10	14	less	less	ADV
american_scientific_journal-3591	10	15	efficient	efficient	ADJ
american_scientific_journal-3591	10	16	.	.	PUNCT
american_scientific_journal-3591	11	1	the	the	DET
american_scientific_journal-3591	11	2	results	result	NOUN
american_scientific_journal-3591	11	3	provide	provide	VERB
american_scientific_journal-3591	11	4	past	past	ADJ
american_scientific_journal-3591	11	5	-	-	PUNCT
american_scientific_journal-3591	11	6	future	future	NOUN
american_scientific_journal-3591	11	7	insights	insight	NOUN
american_scientific_journal-3591	11	8	for	for	ADP
american_scientific_journal-3591	11	9	decision	decision	NOUN
american_scientific_journal-3591	11	10	-	-	PUNCT
american_scientific_journal-3591	11	11	maker	maker	NOUN
american_scientific_journal-3591	11	12	to	to	PART
american_scientific_journal-3591	11	13	sustain	sustain	VERB
american_scientific_journal-3591	11	14	fitness	fitness	NOUN
american_scientific_journal-3591	11	15	requirement	requirement	NOUN
american_scientific_journal-3591	11	16	manufacturing	manufacturing	NOUN
american_scientific_journal-3591	11	17	.	.	PUNCT
american_scientific_journal-3591	12	1	the	the	DET
american_scientific_journal-3591	12	2	study	study	NOUN
american_scientific_journal-3591	12	3	will	will	AUX
american_scientific_journal-3591	12	4	be	be	AUX
american_scientific_journal-3591	12	5	a	a	DET
american_scientific_journal-3591	12	6	useful	useful	ADJ
american_scientific_journal-3591	12	7	reference	reference	NOUN
american_scientific_journal-3591	12	8	for	for	ADP
american_scientific_journal-3591	12	9	other	other	ADJ
american_scientific_journal-3591	12	10	industries	industry	NOUN
american_scientific_journal-3591	12	11	as	as	ADV
american_scientific_journal-3591	12	12	well	well	ADV
american_scientific_journal-3591	12	13	.	.	PUNCT
american_scientific_journal-3591	13	1	keywords	keyword	NOUN
american_scientific_journal-3591	13	2	:	:	PUNCT
american_scientific_journal-3591	13	3	fitness	fitness	NOUN
american_scientific_journal-3591	13	4	industry	industry	NOUN
american_scientific_journal-3591	13	5	;	;	PUNCT
american_scientific_journal-3591	13	6	performance	performance	NOUN
american_scientific_journal-3591	13	7	;	;	PUNCT
american_scientific_journal-3591	13	8	gm	gm	PROPN
american_scientific_journal-3591	13	9	;	;	PUNCT
american_scientific_journal-3591	13	10	dea	dea	PROPN
american_scientific_journal-3591	13	11	;	;	PUNCT
american_scientific_journal-3591	13	12	mpi	mpi	ADJ
american_scientific_journal-3591	13	13	.	.	PROPN
american_scientific_journal-3591	14	1	1	1	X
american_scientific_journal-3591	14	2	.	.	X
american_scientific_journal-3591	14	3	introduction	introduction	NOUN
american_scientific_journal-3591	14	4	fitness	fitness	NOUN
american_scientific_journal-3591	14	5	equipment	equipment	NOUN
american_scientific_journal-3591	14	6	industry	industry	NOUN
american_scientific_journal-3591	14	7	produces	produce	VERB
american_scientific_journal-3591	14	8	machines	machine	NOUN
american_scientific_journal-3591	14	9	and	and	CCONJ
american_scientific_journal-3591	14	10	monitoring	monitoring	NOUN
american_scientific_journal-3591	14	11	devices	device	NOUN
american_scientific_journal-3591	14	12	for	for	ADP
american_scientific_journal-3591	14	13	various	various	ADJ
american_scientific_journal-3591	14	14	type	type	NOUN
american_scientific_journal-3591	14	15	of	of	ADP
american_scientific_journal-3591	14	16	healthcare	healthcare	NOUN
american_scientific_journal-3591	14	17	demand	demand	NOUN
american_scientific_journal-3591	14	18	.	.	PUNCT
american_scientific_journal-3591	15	1	the	the	DET
american_scientific_journal-3591	15	2	most	most	ADV
american_scientific_journal-3591	15	3	commonly	commonly	ADV
american_scientific_journal-3591	15	4	observed	observe	VERB
american_scientific_journal-3591	15	5	fitness	fitness	NOUN
american_scientific_journal-3591	15	6	equipment	equipment	NOUN
american_scientific_journal-3591	15	7	includes	include	VERB
american_scientific_journal-3591	15	8	treadmills	treadmill	NOUN
american_scientific_journal-3591	15	9	,	,	PUNCT
american_scientific_journal-3591	15	10	stair	stair	NOUN
american_scientific_journal-3591	15	11	climbers	climber	NOUN
american_scientific_journal-3591	15	12	,	,	PUNCT
american_scientific_journal-3591	15	13	stationary	stationary	ADJ
american_scientific_journal-3591	15	14	bicycles	bicycle	NOUN
american_scientific_journal-3591	15	15	,	,	PUNCT
american_scientific_journal-3591	15	16	weightlifting	weightlifting	NOUN
american_scientific_journal-3591	15	17	equipment	equipment	NOUN
american_scientific_journal-3591	15	18	and	and	CCONJ
american_scientific_journal-3591	15	19	resistance	resistance	NOUN
american_scientific_journal-3591	15	20	machinery	machinery	NOUN
american_scientific_journal-3591	15	21	etc	etc	X
american_scientific_journal-3591	15	22	.	.	PUNCT
american_scientific_journal-3591	16	1	[	[	X
american_scientific_journal-3591	16	2	1	1	NUM
american_scientific_journal-3591	16	3	]	]	PUNCT
american_scientific_journal-3591	16	4	.	.	PUNCT
american_scientific_journal-3591	17	1	major	major	ADJ
american_scientific_journal-3591	17	2	brands	brand	NOUN
american_scientific_journal-3591	17	3	include	include	VERB
american_scientific_journal-3591	17	4	“	"	PUNCT
american_scientific_journal-3591	17	5	life	life	NOUN
american_scientific_journal-3591	17	6	fitness	fitness	NOUN
american_scientific_journal-3591	17	7	,	,	PUNCT
american_scientific_journal-3591	17	8	nautilus	nautilus	PROPN
american_scientific_journal-3591	17	9	,	,	PUNCT
american_scientific_journal-3591	17	10	cybex	cybex	PROPN
american_scientific_journal-3591	17	11	international	international	PROPN
american_scientific_journal-3591	17	12	,	,	PUNCT
american_scientific_journal-3591	17	13	icon	icon	PROPN
american_scientific_journal-3591	17	14	health	health	PROPN
american_scientific_journal-3591	17	15	&	&	CCONJ
american_scientific_journal-3591	17	16	fitness	fitness	PROPN
american_scientific_journal-3591	17	17	,	,	PUNCT
american_scientific_journal-3591	17	18	precor	precor	PROPN
american_scientific_journal-3591	17	19	,	,	PUNCT
american_scientific_journal-3591	17	20	motus	motus	PROPN
american_scientific_journal-3591	17	21	,	,	PUNCT
american_scientific_journal-3591	17	22	nantong	nantong	PROPN
american_scientific_journal-3591	17	23	yida	yida	PROPN
american_scientific_journal-3591	17	24	sports	sports	PROPN
american_scientific_journal-3591	17	25	,	,	PUNCT
american_scientific_journal-3591	17	26	northern	northern	ADJ
american_scientific_journal-3591	17	27	lights	light	NOUN
american_scientific_journal-3591	17	28	,	,	PUNCT
american_scientific_journal-3591	17	29	schnell	schnell	PROPN
american_scientific_journal-3591	17	30	trainingsgeräte	trainingsgeräte	NOUN
american_scientific_journal-3591	17	31	,	,	PUNCT
american_scientific_journal-3591	17	32	and	and	CCONJ
american_scientific_journal-3591	17	33	tonic	tonic	NOUN
american_scientific_journal-3591	17	34	fitness	fitness	NOUN
american_scientific_journal-3591	17	35	technology	technology	NOUN
american_scientific_journal-3591	17	36	”	"	PUNCT
american_scientific_journal-3591	18	1	[	[	X
american_scientific_journal-3591	18	2	1	1	NUM
american_scientific_journal-3591	18	3	]	]	PUNCT
american_scientific_journal-3591	18	4	.	.	PUNCT
american_scientific_journal-3591	19	1	-----------------------------------------------------------------------	-----------------------------------------------------------------------	PUNCT
american_scientific_journal-3591	20	1	*	*	PUNCT
american_scientific_journal-3591	20	2	corresponding	correspond	VERB
american_scientific_journal-3591	20	3	author	author	NOUN
american_scientific_journal-3591	20	4	.	.	PUNCT
american_scientific_journal-3591	21	1	http://asrjetsjournal.org/	http://asrjetsjournal.org/	PROPN
american_scientific_journal-3591	21	2	american	american	PROPN
american_scientific_journal-3591	21	3	scientific	scientific	PROPN
american_scientific_journal-3591	21	4	research	research	NOUN
american_scientific_journal-3591	21	5	journal	journal	NOUN
american_scientific_journal-3591	21	6	for	for	ADP
american_scientific_journal-3591	21	7	engineering	engineering	NOUN
american_scientific_journal-3591	21	8	,	,	PUNCT
american_scientific_journal-3591	21	9	technology	technology	NOUN
american_scientific_journal-3591	21	10	,	,	PUNCT
american_scientific_journal-3591	21	11	and	and	CCONJ
american_scientific_journal-3591	21	12	sciences	science	NOUN
american_scientific_journal-3591	21	13	(	(	PUNCT
american_scientific_journal-3591	21	14	asrjets	asrjet	NOUN
american_scientific_journal-3591	21	15	)	)	PUNCT
american_scientific_journal-3591	21	16	(	(	PUNCT
american_scientific_journal-3591	21	17	2017	2017	NUM
american_scientific_journal-3591	21	18	)	)	PUNCT
american_scientific_journal-3591	21	19	volume	volume	NOUN
american_scientific_journal-3591	21	20	38	38	NUM
american_scientific_journal-3591	21	21	,	,	PUNCT
american_scientific_journal-3591	21	22	no	no	DET
american_scientific_journal-3591	21	23	1	1	NUM
american_scientific_journal-3591	21	24	,	,	PUNCT
american_scientific_journal-3591	21	25	pp	pp	ADV
american_scientific_journal-3591	21	26	33	33	NUM
american_scientific_journal-3591	21	27	-	-	SYM
american_scientific_journal-3591	21	28	47	47	NUM
american_scientific_journal-3591	21	29	34	34	NUM
american_scientific_journal-3591	21	30	the	the	DET
american_scientific_journal-3591	21	31	global	global	PROPN
american_scientific_journal-3591	21	32	fitness	fitness	PROPN
american_scientific_journal-3591	21	33	equipment	equipment	NOUN
american_scientific_journal-3591	21	34	market	market	NOUN
american_scientific_journal-3591	21	35	is	be	AUX
american_scientific_journal-3591	21	36	expected	expect	VERB
american_scientific_journal-3591	21	37	to	to	PART
american_scientific_journal-3591	21	38	reach	reach	VERB
american_scientific_journal-3591	21	39	a	a	DET
american_scientific_journal-3591	21	40	total	total	NOUN
american_scientific_journal-3591	21	41	of	of	ADP
american_scientific_journal-3591	21	42	$	$	SYM
american_scientific_journal-3591	21	43	12.5	12.5	NUM
american_scientific_journal-3591	21	44	billion	billion	NUM
american_scientific_journal-3591	21	45	by	by	ADP
american_scientific_journal-3591	21	46	2021	2021	NUM
american_scientific_journal-3591	21	47	with	with	ADP
american_scientific_journal-3591	21	48	registered	register	VERB
american_scientific_journal-3591	21	49	compound	compound	NOUN
american_scientific_journal-3591	21	50	annual	annual	ADJ
american_scientific_journal-3591	21	51	growth	growth	NOUN
american_scientific_journal-3591	21	52	rate	rate	NOUN
american_scientific_journal-3591	21	53	(	(	PUNCT
american_scientific_journal-3591	21	54	cagr	cagr	NOUN
american_scientific_journal-3591	21	55	)	)	PUNCT
american_scientific_journal-3591	21	56	at	at	ADP
american_scientific_journal-3591	21	57	3.89	3.89	NUM
american_scientific_journal-3591	21	58	%	%	NOUN
american_scientific_journal-3591	21	59	[	[	X
american_scientific_journal-3591	21	60	2	2	NUM
american_scientific_journal-3591	21	61	-	-	SYM
american_scientific_journal-3591	21	62	3	3	NUM
american_scientific_journal-3591	21	63	]	]	PUNCT
american_scientific_journal-3591	21	64	.	.	PUNCT
american_scientific_journal-3591	22	1	fitness	fitness	NOUN
american_scientific_journal-3591	22	2	equipment	equipment	NOUN
american_scientific_journal-3591	22	3	market	market	NOUN
american_scientific_journal-3591	22	4	types	type	NOUN
american_scientific_journal-3591	22	5	are	be	AUX
american_scientific_journal-3591	22	6	segmented	segment	VERB
american_scientific_journal-3591	22	7	into	into	ADP
american_scientific_journal-3591	22	8	different	different	ADJ
american_scientific_journal-3591	22	9	groups	group	NOUN
american_scientific_journal-3591	22	10	,	,	PUNCT
american_scientific_journal-3591	22	11	such	such	ADJ
american_scientific_journal-3591	22	12	as	as	ADP
american_scientific_journal-3591	22	13	wearable	wearable	ADJ
american_scientific_journal-3591	22	14	/	/	SYM
american_scientific_journal-3591	22	15	non	non	ADJ
american_scientific_journal-3591	22	16	-	-	ADJ
american_scientific_journal-3591	22	17	wearable	wearable	ADJ
american_scientific_journal-3591	22	18	machines	machine	NOUN
american_scientific_journal-3591	22	19	for	for	ADP
american_scientific_journal-3591	22	20	training	training	NOUN
american_scientific_journal-3591	22	21	,	,	PUNCT
american_scientific_journal-3591	22	22	monitoring	monitoring	NOUN
american_scientific_journal-3591	22	23	,	,	PUNCT
american_scientific_journal-3591	22	24	tracking	tracking	NOUN
american_scientific_journal-3591	22	25	,	,	PUNCT
american_scientific_journal-3591	22	26	or	or	CCONJ
american_scientific_journal-3591	22	27	treatment	treatment	NOUN
american_scientific_journal-3591	22	28	.	.	PUNCT
american_scientific_journal-3591	23	1	the	the	DET
american_scientific_journal-3591	23	2	user	user	NOUN
american_scientific_journal-3591	23	3	segment	segment	NOUN
american_scientific_journal-3591	23	4	comprises	comprise	NOUN
american_scientific_journal-3591	23	5	of	of	ADP
american_scientific_journal-3591	23	6	home	home	NOUN
american_scientific_journal-3591	23	7	/	/	SYM
american_scientific_journal-3591	23	8	individual	individual	ADJ
american_scientific_journal-3591	23	9	and	and	CCONJ
american_scientific_journal-3591	23	10	health	health	NOUN
american_scientific_journal-3591	23	11	club	club	NOUN
american_scientific_journal-3591	23	12	.	.	PUNCT
american_scientific_journal-3591	24	1	a	a	DET
american_scientific_journal-3591	24	2	major	major	ADJ
american_scientific_journal-3591	24	3	commercial	commercial	ADJ
american_scientific_journal-3591	24	4	segment	segment	NOUN
american_scientific_journal-3591	24	5	includes	include	VERB
american_scientific_journal-3591	24	6	equipment	equipment	NOUN
american_scientific_journal-3591	24	7	procured	procure	VERB
american_scientific_journal-3591	24	8	by	by	ADP
american_scientific_journal-3591	24	9	resort	resort	NOUN
american_scientific_journal-3591	24	10	/	/	SYM
american_scientific_journal-3591	24	11	hotels	hotel	NOUN
american_scientific_journal-3591	24	12	,	,	PUNCT
american_scientific_journal-3591	24	13	wellness	wellness	NOUN
american_scientific_journal-3591	24	14	centers	center	NOUN
american_scientific_journal-3591	24	15	at	at	ADP
american_scientific_journal-3591	24	16	some	some	DET
american_scientific_journal-3591	24	17	enterprises	enterprise	NOUN
american_scientific_journal-3591	24	18	,	,	PUNCT
american_scientific_journal-3591	24	19	hospitals	hospital	NOUN
american_scientific_journal-3591	24	20	,	,	PUNCT
american_scientific_journal-3591	24	21	schools	school	NOUN
american_scientific_journal-3591	24	22	etc	etc	X
american_scientific_journal-3591	24	23	.	.	PUNCT
american_scientific_journal-3591	25	1	[	[	X
american_scientific_journal-3591	25	2	3	3	NUM
american_scientific_journal-3591	25	3	]	]	PUNCT
american_scientific_journal-3591	25	4	.	.	PUNCT
american_scientific_journal-3591	26	1	the	the	DET
american_scientific_journal-3591	26	2	rapid	rapid	ADJ
american_scientific_journal-3591	26	3	growth	growth	NOUN
american_scientific_journal-3591	26	4	is	be	AUX
american_scientific_journal-3591	26	5	leading	lead	VERB
american_scientific_journal-3591	26	6	to	to	ADP
american_scientific_journal-3591	26	7	stronger	strong	ADJ
american_scientific_journal-3591	26	8	competition	competition	NOUN
american_scientific_journal-3591	26	9	between	between	ADP
american_scientific_journal-3591	26	10	manufacturers	manufacturer	NOUN
american_scientific_journal-3591	26	11	in	in	ADP
american_scientific_journal-3591	26	12	this	this	DET
american_scientific_journal-3591	26	13	industry	industry	NOUN
american_scientific_journal-3591	26	14	.	.	PUNCT
american_scientific_journal-3591	27	1	“	"	PUNCT
american_scientific_journal-3591	27	2	large	large	ADJ
american_scientific_journal-3591	27	3	companies	company	NOUN
american_scientific_journal-3591	27	4	have	have	VERB
american_scientific_journal-3591	27	5	some	some	DET
american_scientific_journal-3591	27	6	advantages	advantage	NOUN
american_scientific_journal-3591	27	7	in	in	ADP
american_scientific_journal-3591	27	8	brand	brand	NOUN
american_scientific_journal-3591	27	9	recognition	recognition	NOUN
american_scientific_journal-3591	27	10	,	,	PUNCT
american_scientific_journal-3591	27	11	but	but	CCONJ
american_scientific_journal-3591	27	12	small	small	ADJ
american_scientific_journal-3591	27	13	companies	company	NOUN
american_scientific_journal-3591	27	14	can	can	AUX
american_scientific_journal-3591	27	15	compete	compete	VERB
american_scientific_journal-3591	27	16	effectively	effectively	ADV
american_scientific_journal-3591	27	17	by	by	ADP
american_scientific_journal-3591	27	18	building	build	VERB
american_scientific_journal-3591	27	19	unique	unique	ADJ
american_scientific_journal-3591	27	20	products	product	NOUN
american_scientific_journal-3591	27	21	”	"	PUNCT
american_scientific_journal-3591	27	22	[	[	X
american_scientific_journal-3591	27	23	4	4	NUM
american_scientific_journal-3591	27	24	]	]	PUNCT
american_scientific_journal-3591	27	25	.	.	PUNCT
american_scientific_journal-3591	28	1	according	accord	VERB
american_scientific_journal-3591	28	2	to	to	ADP
american_scientific_journal-3591	28	3	michael	michael	PROPN
american_scientific_journal-3591	28	4	porter	porter	PROPN
american_scientific_journal-3591	28	5	’s	’s	PART
american_scientific_journal-3591	28	6	five	five	NUM
american_scientific_journal-3591	28	7	force	force	NOUN
american_scientific_journal-3591	28	8	model	model	NOUN
american_scientific_journal-3591	28	9	,	,	PUNCT
american_scientific_journal-3591	28	10	this	this	DET
american_scientific_journal-3591	28	11	industry	industry	NOUN
american_scientific_journal-3591	28	12	is	be	AUX
american_scientific_journal-3591	28	13	also	also	ADV
american_scientific_journal-3591	28	14	faced	face	VERB
american_scientific_journal-3591	28	15	with	with	ADP
american_scientific_journal-3591	28	16	high	high	ADJ
american_scientific_journal-3591	28	17	rivalry	rivalry	NOUN
american_scientific_journal-3591	28	18	of	of	ADP
american_scientific_journal-3591	28	19	itself	itself	PRON
american_scientific_journal-3591	28	20	,	,	PUNCT
american_scientific_journal-3591	28	21	threat	threat	NOUN
american_scientific_journal-3591	28	22	of	of	ADP
american_scientific_journal-3591	28	23	new	new	ADJ
american_scientific_journal-3591	28	24	potential	potential	ADJ
american_scientific_journal-3591	28	25	entrants	entrant	NOUN
american_scientific_journal-3591	28	26	,	,	PUNCT
american_scientific_journal-3591	28	27	supplier	supplier	NOUN
american_scientific_journal-3591	28	28	’s	’s	PART
american_scientific_journal-3591	28	29	negotiation	negotiation	NOUN
american_scientific_journal-3591	28	30	power	power	NOUN
american_scientific_journal-3591	28	31	,	,	PUNCT
american_scientific_journal-3591	28	32	threat	threat	NOUN
american_scientific_journal-3591	28	33	of	of	ADP
american_scientific_journal-3591	28	34	substitution	substitution	NOUN
american_scientific_journal-3591	28	35	products	product	NOUN
american_scientific_journal-3591	28	36	,	,	PUNCT
american_scientific_journal-3591	28	37	and	and	CCONJ
american_scientific_journal-3591	28	38	customer	customer	NOUN
american_scientific_journal-3591	28	39	’s	’s	PART
american_scientific_journal-3591	28	40	requirements	requirement	NOUN
american_scientific_journal-3591	28	41	[	[	X
american_scientific_journal-3591	28	42	5	5	NUM
american_scientific_journal-3591	28	43	]	]	PUNCT
american_scientific_journal-3591	28	44	.	.	PUNCT
american_scientific_journal-3591	29	1	the	the	DET
american_scientific_journal-3591	29	2	resale	resale	NOUN
american_scientific_journal-3591	29	3	of	of	ADP
american_scientific_journal-3591	29	4	used	use	VERB
american_scientific_journal-3591	29	5	fitness	fitness	NOUN
american_scientific_journal-3591	29	6	equipment	equipment	NOUN
american_scientific_journal-3591	29	7	will	will	AUX
american_scientific_journal-3591	29	8	also	also	ADV
american_scientific_journal-3591	29	9	have	have	VERB
american_scientific_journal-3591	29	10	an	an	DET
american_scientific_journal-3591	29	11	effect	effect	NOUN
american_scientific_journal-3591	29	12	to	to	PART
american_scientific_journal-3591	29	13	limit	limit	VERB
american_scientific_journal-3591	29	14	growth	growth	NOUN
american_scientific_journal-3591	29	15	in	in	ADP
american_scientific_journal-3591	29	16	the	the	DET
american_scientific_journal-3591	29	17	future	future	NOUN
american_scientific_journal-3591	29	18	.	.	PUNCT
american_scientific_journal-3591	30	1	the	the	DET
american_scientific_journal-3591	30	2	lack	lack	NOUN
american_scientific_journal-3591	30	3	of	of	ADP
american_scientific_journal-3591	30	4	integrity	integrity	NOUN
american_scientific_journal-3591	30	5	research	research	NOUN
american_scientific_journal-3591	30	6	and	and	CCONJ
american_scientific_journal-3591	30	7	development	development	NOUN
american_scientific_journal-3591	30	8	,	,	PUNCT
american_scientific_journal-3591	30	9	education	education	NOUN
american_scientific_journal-3591	30	10	,	,	PUNCT
american_scientific_journal-3591	30	11	or	or	CCONJ
american_scientific_journal-3591	30	12	professionalism	professionalism	NOUN
american_scientific_journal-3591	30	13	in	in	ADP
american_scientific_journal-3591	30	14	this	this	DET
american_scientific_journal-3591	30	15	field	field	NOUN
american_scientific_journal-3591	30	16	also	also	ADV
american_scientific_journal-3591	30	17	leads	lead	VERB
american_scientific_journal-3591	30	18	to	to	ADP
american_scientific_journal-3591	30	19	a	a	DET
american_scientific_journal-3591	30	20	poor	poor	ADJ
american_scientific_journal-3591	30	21	innovative	innovative	ADJ
american_scientific_journal-3591	30	22	and	and	CCONJ
american_scientific_journal-3591	30	23	less	less	ADJ
american_scientific_journal-3591	30	24	performance	performance	NOUN
american_scientific_journal-3591	30	25	products	product	NOUN
american_scientific_journal-3591	30	26	.	.	PUNCT
american_scientific_journal-3591	31	1	this	this	DET
american_scientific_journal-3591	31	2	study	study	NOUN
american_scientific_journal-3591	31	3	aim	aim	VERB
american_scientific_journal-3591	31	4	to	to	PART
american_scientific_journal-3591	31	5	propose	propose	VERB
american_scientific_journal-3591	31	6	a	a	DET
american_scientific_journal-3591	31	7	hybrid	hybrid	ADJ
american_scientific_journal-3591	31	8	assessment	assessment	NOUN
american_scientific_journal-3591	31	9	approach	approach	NOUN
american_scientific_journal-3591	31	10	based	base	VERB
american_scientific_journal-3591	31	11	on	on	ADP
american_scientific_journal-3591	31	12	grey	grey	PROPN
american_scientific_journal-3591	31	13	model	model	NOUN
american_scientific_journal-3591	31	14	and	and	CCONJ
american_scientific_journal-3591	31	15	malmquist	malmquist	PROPN
american_scientific_journal-3591	31	16	productivity	productivity	NOUN
american_scientific_journal-3591	31	17	index	index	NOUN
american_scientific_journal-3591	31	18	(	(	PUNCT
american_scientific_journal-3591	31	19	mpi	mpi	PROPN
american_scientific_journal-3591	31	20	)	)	PUNCT
american_scientific_journal-3591	31	21	.	.	PUNCT
american_scientific_journal-3591	32	1	the	the	DET
american_scientific_journal-3591	32	2	approach	approach	NOUN
american_scientific_journal-3591	32	3	predicts	predict	VERB
american_scientific_journal-3591	32	4	future	future	ADJ
american_scientific_journal-3591	32	5	business	business	NOUN
american_scientific_journal-3591	32	6	,	,	PUNCT
american_scientific_journal-3591	32	7	measures	measure	NOUN
american_scientific_journal-3591	32	8	operational	operational	ADJ
american_scientific_journal-3591	32	9	performance	performance	NOUN
american_scientific_journal-3591	32	10	,	,	PUNCT
american_scientific_journal-3591	32	11	and	and	CCONJ
american_scientific_journal-3591	32	12	analyzes	analyze	VERB
american_scientific_journal-3591	32	13	productivity	productivity	NOUN
american_scientific_journal-3591	32	14	change	change	NOUN
american_scientific_journal-3591	32	15	from	from	ADP
american_scientific_journal-3591	32	16	past	past	NOUN
american_scientific_journal-3591	32	17	to	to	ADP
american_scientific_journal-3591	32	18	future	future	NOUN
american_scientific_journal-3591	32	19	in	in	ADP
american_scientific_journal-3591	32	20	the	the	DET
american_scientific_journal-3591	32	21	global	global	ADJ
american_scientific_journal-3591	32	22	fitness	fitness	NOUN
american_scientific_journal-3591	32	23	industry	industry	NOUN
american_scientific_journal-3591	32	24	.	.	PUNCT
american_scientific_journal-3591	33	1	we	we	PRON
american_scientific_journal-3591	33	2	conducted	conduct	VERB
american_scientific_journal-3591	33	3	on	on	ADP
american_scientific_journal-3591	33	4	15	15	NUM
american_scientific_journal-3591	33	5	fitness	fitness	NOUN
american_scientific_journal-3591	33	6	equipment	equipment	NOUN
american_scientific_journal-3591	33	7	manufacturers	manufacturer	NOUN
american_scientific_journal-3591	33	8	collected	collect	VERB
american_scientific_journal-3591	33	9	from	from	ADP
american_scientific_journal-3591	33	10	consumer	consumer	NOUN
american_scientific_journal-3591	33	11	affairs	affair	NOUN
american_scientific_journal-3591	33	12	2016	2016	NUM
american_scientific_journal-3591	33	13	’s	’s	PART
american_scientific_journal-3591	33	14	report	report	NOUN
american_scientific_journal-3591	33	15	and	and	CCONJ
american_scientific_journal-3591	33	16	google	google	PROPN
american_scientific_journal-3591	33	17	finance	finance	NOUN
american_scientific_journal-3591	33	18	[	[	X
american_scientific_journal-3591	33	19	6	6	NUM
american_scientific_journal-3591	33	20	,	,	PUNCT
american_scientific_journal-3591	33	21	7	7	NUM
american_scientific_journal-3591	33	22	]	]	PUNCT
american_scientific_journal-3591	33	23	.	.	PUNCT
american_scientific_journal-3591	34	1	they	they	PRON
american_scientific_journal-3591	34	2	are	be	AUX
american_scientific_journal-3591	34	3	famous	famous	ADJ
american_scientific_journal-3591	34	4	brands	brand	NOUN
american_scientific_journal-3591	34	5	and	and	CCONJ
american_scientific_journal-3591	34	6	can	can	AUX
american_scientific_journal-3591	34	7	offer	offer	VERB
american_scientific_journal-3591	34	8	complete	complete	ADJ
american_scientific_journal-3591	34	9	data	datum	NOUN
american_scientific_journal-3591	34	10	for	for	ADP
american_scientific_journal-3591	34	11	four	four	NUM
american_scientific_journal-3591	34	12	consecutive	consecutive	ADJ
american_scientific_journal-3591	34	13	financial	financial	ADJ
american_scientific_journal-3591	34	14	years	year	NOUN
american_scientific_journal-3591	34	15	(	(	PUNCT
american_scientific_journal-3591	34	16	2012	2012	NUM
american_scientific_journal-3591	34	17	–	–	PUNCT
american_scientific_journal-3591	34	18	2015	2015	NUM
american_scientific_journal-3591	34	19	)	)	PUNCT
american_scientific_journal-3591	35	1	[	[	X
american_scientific_journal-3591	35	2	7	7	NUM
american_scientific_journal-3591	35	3	]	]	PUNCT
american_scientific_journal-3591	35	4	.	.	PUNCT
american_scientific_journal-3591	36	1	the	the	DET
american_scientific_journal-3591	36	2	evaluation	evaluation	NOUN
american_scientific_journal-3591	36	3	of	of	ADP
american_scientific_journal-3591	36	4	productivity	productivity	NOUN
american_scientific_journal-3591	36	5	is	be	AUX
american_scientific_journal-3591	36	6	needed	need	VERB
american_scientific_journal-3591	36	7	to	to	PART
american_scientific_journal-3591	36	8	help	help	VERB
american_scientific_journal-3591	36	9	firms	firm	NOUN
american_scientific_journal-3591	36	10	improve	improve	VERB
american_scientific_journal-3591	36	11	performance	performance	NOUN
american_scientific_journal-3591	36	12	and	and	CCONJ
american_scientific_journal-3591	36	13	adjust	adjust	VERB
american_scientific_journal-3591	36	14	business	business	NOUN
american_scientific_journal-3591	36	15	strategies	strategy	NOUN
american_scientific_journal-3591	36	16	.	.	PUNCT
american_scientific_journal-3591	37	1	this	this	DET
american_scientific_journal-3591	37	2	research	research	NOUN
american_scientific_journal-3591	37	3	chooses	choose	VERB
american_scientific_journal-3591	37	4	asset	asset	NOUN
american_scientific_journal-3591	37	5	,	,	PUNCT
american_scientific_journal-3591	37	6	equity	equity	NOUN
american_scientific_journal-3591	37	7	and	and	CCONJ
american_scientific_journal-3591	37	8	goodwill	goodwill	NOUN
american_scientific_journal-3591	37	9	as	as	ADP
american_scientific_journal-3591	37	10	input	input	NOUN
american_scientific_journal-3591	37	11	,	,	PUNCT
american_scientific_journal-3591	37	12	because	because	SCONJ
american_scientific_journal-3591	37	13	they	they	PRON
american_scientific_journal-3591	37	14	are	be	AUX
american_scientific_journal-3591	37	15	key	key	ADJ
american_scientific_journal-3591	37	16	of	of	ADP
american_scientific_journal-3591	37	17	financial	financial	ADJ
american_scientific_journal-3591	37	18	indicators	indicator	NOUN
american_scientific_journal-3591	37	19	and	and	CCONJ
american_scientific_journal-3591	37	20	value	value	NOUN
american_scientific_journal-3591	37	21	of	of	ADP
american_scientific_journal-3591	37	22	brand	brand	NOUN
american_scientific_journal-3591	37	23	contributing	contribute	VERB
american_scientific_journal-3591	37	24	to	to	ADP
american_scientific_journal-3591	37	25	the	the	DET
american_scientific_journal-3591	37	26	performance	performance	NOUN
american_scientific_journal-3591	37	27	of	of	ADP
american_scientific_journal-3591	37	28	companies	company	NOUN
american_scientific_journal-3591	37	29	.	.	PUNCT
american_scientific_journal-3591	38	1	the	the	DET
american_scientific_journal-3591	38	2	revenues	revenue	NOUN
american_scientific_journal-3591	38	3	and	and	CCONJ
american_scientific_journal-3591	38	4	net	net	ADJ
american_scientific_journal-3591	38	5	income	income	NOUN
american_scientific_journal-3591	38	6	was	be	AUX
american_scientific_journal-3591	38	7	selected	select	VERB
american_scientific_journal-3591	38	8	as	as	ADP
american_scientific_journal-3591	38	9	output	output	NOUN
american_scientific_journal-3591	38	10	,	,	PUNCT
american_scientific_journal-3591	38	11	because	because	SCONJ
american_scientific_journal-3591	38	12	they	they	PRON
american_scientific_journal-3591	38	13	are	be	AUX
american_scientific_journal-3591	38	14	important	important	ADJ
american_scientific_journal-3591	38	15	indices	index	NOUN
american_scientific_journal-3591	38	16	for	for	ADP
american_scientific_journal-3591	38	17	measuring	measure	VERB
american_scientific_journal-3591	38	18	the	the	DET
american_scientific_journal-3591	38	19	performance	performance	NOUN
american_scientific_journal-3591	38	20	of	of	ADP
american_scientific_journal-3591	38	21	this	this	DET
american_scientific_journal-3591	38	22	industry	industry	NOUN
american_scientific_journal-3591	38	23	.	.	PUNCT
american_scientific_journal-3591	39	1	the	the	DET
american_scientific_journal-3591	39	2	approach	approach	NOUN
american_scientific_journal-3591	39	3	can	can	AUX
american_scientific_journal-3591	39	4	then	then	ADV
american_scientific_journal-3591	39	5	analyze	analyze	VERB
american_scientific_journal-3591	39	6	input	input	NOUN
american_scientific_journal-3591	39	7	resource	resource	NOUN
american_scientific_journal-3591	39	8	utilization	utilization	NOUN
american_scientific_journal-3591	39	9	and	and	CCONJ
american_scientific_journal-3591	39	10	compare	compare	VERB
american_scientific_journal-3591	39	11	efficiency	efficiency	NOUN
american_scientific_journal-3591	39	12	to	to	PART
american_scientific_journal-3591	39	13	help	help	VERB
american_scientific_journal-3591	39	14	them	they	PRON
american_scientific_journal-3591	39	15	improve	improve	VERB
american_scientific_journal-3591	39	16	performance	performance	NOUN
american_scientific_journal-3591	39	17	.	.	PUNCT
american_scientific_journal-3591	40	1	the	the	DET
american_scientific_journal-3591	40	2	results	result	NOUN
american_scientific_journal-3591	40	3	of	of	ADP
american_scientific_journal-3591	40	4	this	this	DET
american_scientific_journal-3591	40	5	study	study	NOUN
american_scientific_journal-3591	40	6	will	will	AUX
american_scientific_journal-3591	40	7	provide	provide	VERB
american_scientific_journal-3591	40	8	useful	useful	ADJ
american_scientific_journal-3591	40	9	information	information	NOUN
american_scientific_journal-3591	40	10	for	for	ADP
american_scientific_journal-3591	40	11	worldwide	worldwide	ADJ
american_scientific_journal-3591	40	12	fitness	fitness	NOUN
american_scientific_journal-3591	40	13	manufacturers	manufacturer	NOUN
american_scientific_journal-3591	40	14	,	,	PUNCT
american_scientific_journal-3591	40	15	investors	investor	NOUN
american_scientific_journal-3591	40	16	and	and	CCONJ
american_scientific_journal-3591	40	17	consumers	consumer	NOUN
american_scientific_journal-3591	40	18	.	.	PUNCT
american_scientific_journal-3591	41	1	2	2	X
american_scientific_journal-3591	41	2	.	.	X
american_scientific_journal-3591	41	3	literature	literature	NOUN
american_scientific_journal-3591	41	4	review	review	PROPN
american_scientific_journal-3591	41	5	grey	grey	PROPN
american_scientific_journal-3591	41	6	system	system	NOUN
american_scientific_journal-3591	41	7	theory	theory	NOUN
american_scientific_journal-3591	41	8	was	be	AUX
american_scientific_journal-3591	41	9	first	first	ADV
american_scientific_journal-3591	41	10	introduced	introduce	VERB
american_scientific_journal-3591	41	11	by	by	ADP
american_scientific_journal-3591	41	12	ju	ju	NOUN
american_scientific_journal-3591	41	13	-	-	PUNCT
american_scientific_journal-3591	41	14	long	long	ADJ
american_scientific_journal-3591	41	15	deng	deng	NOUN
american_scientific_journal-3591	42	1	[	[	X
american_scientific_journal-3591	42	2	8	8	NUM
american_scientific_journal-3591	42	3	]	]	PUNCT
american_scientific_journal-3591	42	4	.	.	PUNCT
american_scientific_journal-3591	43	1	the	the	DET
american_scientific_journal-3591	43	2	system	system	NOUN
american_scientific_journal-3591	43	3	has	have	AUX
american_scientific_journal-3591	43	4	been	be	AUX
american_scientific_journal-3591	43	5	applied	apply	VERB
american_scientific_journal-3591	43	6	in	in	ADP
american_scientific_journal-3591	43	7	a	a	DET
american_scientific_journal-3591	43	8	board	board	NOUN
american_scientific_journal-3591	43	9	field	field	NOUN
american_scientific_journal-3591	43	10	to	to	PART
american_scientific_journal-3591	43	11	solve	solve	VERB
american_scientific_journal-3591	43	12	uncertainty	uncertainty	NOUN
american_scientific_journal-3591	43	13	issues	issue	NOUN
american_scientific_journal-3591	43	14	,	,	PUNCT
american_scientific_journal-3591	43	15	unknown	unknown	ADJ
american_scientific_journal-3591	43	16	parameters	parameter	NOUN
american_scientific_journal-3591	43	17	and	and	CCONJ
american_scientific_journal-3591	43	18	poor	poor	ADJ
american_scientific_journal-3591	43	19	or	or	CCONJ
american_scientific_journal-3591	43	20	missing	miss	VERB
american_scientific_journal-3591	43	21	information	information	NOUN
american_scientific_journal-3591	43	22	.	.	PUNCT
american_scientific_journal-3591	44	1	grey	grey	ADJ
american_scientific_journal-3591	44	2	system	system	NOUN
american_scientific_journal-3591	44	3	theory	theory	NOUN
american_scientific_journal-3591	44	4	is	be	AUX
american_scientific_journal-3591	44	5	superior	superior	ADJ
american_scientific_journal-3591	44	6	to	to	ADP
american_scientific_journal-3591	44	7	conventional	conventional	ADJ
american_scientific_journal-3591	44	8	statistical	statistical	ADJ
american_scientific_journal-3591	44	9	models	model	NOUN
american_scientific_journal-3591	44	10	because	because	SCONJ
american_scientific_journal-3591	44	11	it	it	PRON
american_scientific_journal-3591	44	12	only	only	ADV
american_scientific_journal-3591	44	13	requires	require	VERB
american_scientific_journal-3591	44	14	a	a	DET
american_scientific_journal-3591	44	15	limited	limited	ADJ
american_scientific_journal-3591	44	16	amount	amount	NOUN
american_scientific_journal-3591	44	17	of	of	ADP
american_scientific_journal-3591	44	18	data	datum	NOUN
american_scientific_journal-3591	44	19	to	to	PART
american_scientific_journal-3591	44	20	predict	predict	VERB
american_scientific_journal-3591	44	21	the	the	DET
american_scientific_journal-3591	44	22	action	action	NOUN
american_scientific_journal-3591	44	23	of	of	ADP
american_scientific_journal-3591	44	24	unknown	unknown	ADJ
american_scientific_journal-3591	44	25	systems	system	NOUN
american_scientific_journal-3591	45	1	[	[	X
american_scientific_journal-3591	45	2	9	9	NUM
american_scientific_journal-3591	45	3	]	]	PUNCT
american_scientific_journal-3591	45	4	.	.	PUNCT
american_scientific_journal-3591	46	1	gm	gm	PROPN
american_scientific_journal-3591	46	2	(	(	PUNCT
american_scientific_journal-3591	46	3	1,1	1,1	NUM
american_scientific_journal-3591	46	4	)	)	PUNCT
american_scientific_journal-3591	46	5	is	be	AUX
american_scientific_journal-3591	46	6	known	know	VERB
american_scientific_journal-3591	46	7	as	as	ADP
american_scientific_journal-3591	46	8	a	a	DET
american_scientific_journal-3591	46	9	popular	popular	ADJ
american_scientific_journal-3591	46	10	model	model	NOUN
american_scientific_journal-3591	46	11	in	in	ADP
american_scientific_journal-3591	46	12	grey	grey	PROPN
american_scientific_journal-3591	46	13	forecasting	forecasting	NOUN
american_scientific_journal-3591	46	14	.	.	PUNCT
american_scientific_journal-3591	47	1	ren	ren	PROPN
american_scientific_journal-3591	47	2	demonstrated	demonstrate	VERB
american_scientific_journal-3591	47	3	that	that	SCONJ
american_scientific_journal-3591	47	4	gm	gm	PROPN
american_scientific_journal-3591	47	5	(	(	PUNCT
american_scientific_journal-3591	47	6	1,n	1,n	NUM
american_scientific_journal-3591	47	7	)	)	PUNCT
american_scientific_journal-3591	47	8	gave	give	VERB
american_scientific_journal-3591	47	9	a	a	DET
american_scientific_journal-3591	47	10	better	well	ADJ
american_scientific_journal-3591	47	11	forecast	forecast	NOUN
american_scientific_journal-3591	47	12	ability	ability	NOUN
american_scientific_journal-3591	47	13	result	result	NOUN
american_scientific_journal-3591	47	14	than	than	ADP
american_scientific_journal-3591	47	15	artificial	artificial	ADJ
american_scientific_journal-3591	47	16	neural	neural	ADJ
american_scientific_journal-3591	47	17	network	network	NOUN
american_scientific_journal-3591	47	18	under	under	ADP
american_scientific_journal-3591	47	19	scanty	scanty	ADJ
american_scientific_journal-3591	47	20	data	datum	NOUN
american_scientific_journal-3591	47	21	conditions	condition	NOUN
american_scientific_journal-3591	47	22	,	,	PUNCT
american_scientific_journal-3591	47	23	in	in	ADP
american_scientific_journal-3591	47	24	forecasting	forecast	VERB
american_scientific_journal-3591	47	25	the	the	DET
american_scientific_journal-3591	47	26	yield	yield	NOUN
american_scientific_journal-3591	47	27	of	of	ADP
american_scientific_journal-3591	47	28	bio	bio	NOUN
american_scientific_journal-3591	47	29	-	-	NOUN
american_scientific_journal-3591	47	30	hydrogen	hydrogen	NOUN
american_scientific_journal-3591	47	31	[	[	X
american_scientific_journal-3591	47	32	10	10	NUM
american_scientific_journal-3591	47	33	]	]	PUNCT
american_scientific_journal-3591	47	34	.	.	PUNCT
american_scientific_journal-3591	48	1	data	datum	NOUN
american_scientific_journal-3591	48	2	envelopment	envelopment	ADJ
american_scientific_journal-3591	48	3	analysis	analysis	NOUN
american_scientific_journal-3591	48	4	(	(	PUNCT
american_scientific_journal-3591	48	5	dea	dea	NOUN
american_scientific_journal-3591	48	6	)	)	PUNCT
american_scientific_journal-3591	48	7	was	be	AUX
american_scientific_journal-3591	48	8	established	establish	VERB
american_scientific_journal-3591	48	9	by	by	ADP
american_scientific_journal-3591	48	10	charnes	charne	NOUN
american_scientific_journal-3591	48	11	,	,	PUNCT
american_scientific_journal-3591	48	12	cooper	cooper	NOUN
american_scientific_journal-3591	48	13	,	,	PUNCT
american_scientific_journal-3591	48	14	and	and	CCONJ
american_scientific_journal-3591	48	15	rhodes	rhode	VERB
american_scientific_journal-3591	48	16	[	[	X
american_scientific_journal-3591	48	17	11	11	NUM
american_scientific_journal-3591	48	18	]	]	PUNCT
american_scientific_journal-3591	48	19	.	.	PUNCT
american_scientific_journal-3591	49	1	this	this	DET
american_scientific_journal-3591	49	2	method	method	NOUN
american_scientific_journal-3591	49	3	can	can	AUX
american_scientific_journal-3591	49	4	deal	deal	VERB
american_scientific_journal-3591	49	5	with	with	ADP
american_scientific_journal-3591	49	6	multiple	multiple	ADJ
american_scientific_journal-3591	49	7	inputs	input	NOUN
american_scientific_journal-3591	49	8	and	and	CCONJ
american_scientific_journal-3591	49	9	outputs	output	NOUN
american_scientific_journal-3591	49	10	of	of	ADP
american_scientific_journal-3591	49	11	multiple	multiple	ADJ
american_scientific_journal-3591	49	12	peer	peer	NOUN
american_scientific_journal-3591	49	13	decision	decision	NOUN
american_scientific_journal-3591	49	14	-	-	PUNCT
american_scientific_journal-3591	49	15	making	make	VERB
american_scientific_journal-3591	49	16	units	unit	NOUN
american_scientific_journal-3591	49	17	(	(	PUNCT
american_scientific_journal-3591	49	18	dmus	dmus	PROPN
american_scientific_journal-3591	49	19	,	,	PUNCT
american_scientific_journal-3591	49	20	)	)	PUNCT
american_scientific_journal-3591	49	21	by	by	ADP
american_scientific_journal-3591	49	22	the	the	DET
american_scientific_journal-3591	49	23	use	use	NOUN
american_scientific_journal-3591	49	24	of	of	ADP
american_scientific_journal-3591	49	25	deterministic	deterministic	ADJ
american_scientific_journal-3591	49	26	non	non	ADJ
american_scientific_journal-3591	49	27	-	-	ADJ
american_scientific_journal-3591	49	28	parametric	parametric	ADJ
american_scientific_journal-3591	49	29	frontier	frontier	NOUN
american_scientific_journal-3591	49	30	with	with	ADP
american_scientific_journal-3591	49	31	rarely	rarely	ADV
american_scientific_journal-3591	49	32	need	need	NOUN
american_scientific_journal-3591	49	33	of	of	ADP
american_scientific_journal-3591	49	34	assuming	assume	VERB
american_scientific_journal-3591	49	35	.	.	PUNCT
american_scientific_journal-3591	50	1	the	the	DET
american_scientific_journal-3591	50	2	dmu	dmu	PROPN
american_scientific_journal-3591	50	3	entities	entity	NOUN
american_scientific_journal-3591	50	4	can	can	AUX
american_scientific_journal-3591	50	5	be	be	AUX
american_scientific_journal-3591	50	6	manufacturer	manufacturer	NOUN
american_scientific_journal-3591	50	7	units	unit	NOUN
american_scientific_journal-3591	50	8	,	,	PUNCT
american_scientific_journal-3591	50	9	bank	bank	NOUN
american_scientific_journal-3591	50	10	branches	branch	NOUN
american_scientific_journal-3591	50	11	,	,	PUNCT
american_scientific_journal-3591	50	12	schools	school	NOUN
american_scientific_journal-3591	50	13	,	,	PUNCT
american_scientific_journal-3591	50	14	universities	university	NOUN
american_scientific_journal-3591	50	15	,	,	PUNCT
american_scientific_journal-3591	50	16	hospitals	hospital	NOUN
american_scientific_journal-3591	50	17	etc	etc	X
american_scientific_journal-3591	50	18	.	.	PUNCT
american_scientific_journal-3591	51	1	dea	dea	PROPN
american_scientific_journal-3591	51	2	has	have	AUX
american_scientific_journal-3591	51	3	been	be	AUX
american_scientific_journal-3591	51	4	recognized	recognize	VERB
american_scientific_journal-3591	51	5	as	as	ADP
american_scientific_journal-3591	51	6	a	a	DET
american_scientific_journal-3591	51	7	robust	robust	ADJ
american_scientific_journal-3591	51	8	tool	tool	NOUN
american_scientific_journal-3591	51	9	of	of	ADP
american_scientific_journal-3591	51	10	operation	operation	NOUN
american_scientific_journal-3591	51	11	research	research	NOUN
american_scientific_journal-3591	51	12	for	for	ADP
american_scientific_journal-3591	51	13	measuring	measure	VERB
american_scientific_journal-3591	51	14	technical	technical	ADJ
american_scientific_journal-3591	51	15	efficiency	efficiency	NOUN
american_scientific_journal-3591	51	16	and	and	CCONJ
american_scientific_journal-3591	51	17	has	have	AUX
american_scientific_journal-3591	51	18	been	be	AUX
american_scientific_journal-3591	51	19	widely	widely	ADV
american_scientific_journal-3591	51	20	applied	apply	VERB
american_scientific_journal-3591	51	21	in	in	ADP
american_scientific_journal-3591	51	22	both	both	CCONJ
american_scientific_journal-3591	51	23	private	private	ADJ
american_scientific_journal-3591	51	24	and	and	CCONJ
american_scientific_journal-3591	51	25	public	public	ADJ
american_scientific_journal-3591	51	26	sectors	sector	NOUN
american_scientific_journal-3591	51	27	.	.	PUNCT
american_scientific_journal-3591	52	1	grey	grey	PROPN
american_scientific_journal-3591	52	2	theory	theory	NOUN
american_scientific_journal-3591	52	3	and	and	CCONJ
american_scientific_journal-3591	52	4	dea	dea	PROPN
american_scientific_journal-3591	52	5	have	have	AUX
american_scientific_journal-3591	52	6	been	be	AUX
american_scientific_journal-3591	52	7	applied	apply	VERB
american_scientific_journal-3591	52	8	by	by	ADP
american_scientific_journal-3591	52	9	various	various	ADJ
american_scientific_journal-3591	52	10	research	research	NOUN
american_scientific_journal-3591	52	11	communities	community	NOUN
american_scientific_journal-3591	52	12	across	across	ADP
american_scientific_journal-3591	52	13	a	a	DET
american_scientific_journal-3591	52	14	wide	wide	ADJ
american_scientific_journal-3591	52	15	range	range	NOUN
american_scientific_journal-3591	52	16	of	of	ADP
american_scientific_journal-3591	52	17	industries	industry	NOUN
american_scientific_journal-3591	52	18	.	.	PUNCT
american_scientific_journal-3591	53	1	hui	hui	PROPN
american_scientific_journal-3591	53	2	and	and	CCONJ
american_scientific_journal-3591	53	3	his	his	PRON
american_scientific_journal-3591	53	4	colleagues	colleague	NOUN
american_scientific_journal-3591	53	5	in	in	ADP
american_scientific_journal-3591	53	6	2009	2009	NUM
american_scientific_journal-3591	53	7	used	use	VERB
american_scientific_journal-3591	53	8	the	the	DET
american_scientific_journal-3591	53	9	gm	gm	PROPN
american_scientific_journal-3591	53	10	(	(	PUNCT
american_scientific_journal-3591	53	11	1,1	1,1	NUM
american_scientific_journal-3591	53	12	)	)	PUNCT
american_scientific_journal-3591	53	13	to	to	PART
american_scientific_journal-3591	53	14	forecast	forecast	VERB
american_scientific_journal-3591	53	15	the	the	DET
american_scientific_journal-3591	53	16	growth	growth	NOUN
american_scientific_journal-3591	53	17	of	of	ADP
american_scientific_journal-3591	53	18	japanese	japanese	ADJ
american_scientific_journal-3591	53	19	larch	larch	NOUN
american_scientific_journal-3591	53	20	in	in	ADP
american_scientific_journal-3591	53	21	the	the	DET
american_scientific_journal-3591	53	22	liaoning	liaoning	NOUN
american_scientific_journal-3591	53	23	province	province	NOUN
american_scientific_journal-3591	54	1	[	[	X
american_scientific_journal-3591	54	2	12	12	NUM
american_scientific_journal-3591	54	3	]	]	PUNCT
american_scientific_journal-3591	54	4	.	.	PUNCT
american_scientific_journal-3591	55	1	shi	shi	PROPN
american_scientific_journal-3591	55	2	in	in	ADP
american_scientific_journal-3591	55	3	2009	2009	NUM
american_scientific_journal-3591	55	4	proposed	propose	VERB
american_scientific_journal-3591	55	5	an	an	DET
american_scientific_journal-3591	55	6	effective	effective	ADJ
american_scientific_journal-3591	55	7	and	and	CCONJ
american_scientific_journal-3591	55	8	reliable	reliable	ADJ
american_scientific_journal-3591	55	9	grey	grey	ADJ
american_scientific_journal-3591	55	10	-	-	PUNCT
american_scientific_journal-3591	55	11	fuzzy	fuzzy	ADJ
american_scientific_journal-3591	55	12	evaluation	evaluation	NOUN
american_scientific_journal-3591	55	13	to	to	PART
american_scientific_journal-3591	55	14	evaluate	evaluate	VERB
american_scientific_journal-3591	55	15	teaching	teach	VERB
american_scientific_journal-3591	55	16	quality	quality	NOUN
american_scientific_journal-3591	55	17	[	[	X
american_scientific_journal-3591	55	18	13	13	NUM
american_scientific_journal-3591	55	19	]	]	PUNCT
american_scientific_journal-3591	55	20	.	.	PUNCT
american_scientific_journal-3591	56	1	american	american	PROPN
american_scientific_journal-3591	56	2	scientific	scientific	ADJ
american_scientific_journal-3591	56	3	research	research	PROPN
american_scientific_journal-3591	56	4	journal	journal	NOUN
american_scientific_journal-3591	56	5	for	for	ADP
american_scientific_journal-3591	56	6	engineering	engineering	NOUN
american_scientific_journal-3591	56	7	,	,	PUNCT
american_scientific_journal-3591	56	8	technology	technology	NOUN
american_scientific_journal-3591	56	9	,	,	PUNCT
american_scientific_journal-3591	56	10	and	and	CCONJ
american_scientific_journal-3591	56	11	sciences	science	NOUN
american_scientific_journal-3591	56	12	(	(	PUNCT
american_scientific_journal-3591	56	13	asrjets	asrjet	NOUN
american_scientific_journal-3591	56	14	)	)	PUNCT
american_scientific_journal-3591	56	15	(	(	PUNCT
american_scientific_journal-3591	56	16	2017	2017	NUM
american_scientific_journal-3591	56	17	)	)	PUNCT
american_scientific_journal-3591	56	18	volume	volume	NOUN
american_scientific_journal-3591	56	19	38	38	NUM
american_scientific_journal-3591	56	20	,	,	PUNCT
american_scientific_journal-3591	56	21	no	no	DET
american_scientific_journal-3591	56	22	1	1	NUM
american_scientific_journal-3591	56	23	,	,	PUNCT
american_scientific_journal-3591	56	24	pp	pp	ADV
american_scientific_journal-3591	56	25	33	33	NUM
american_scientific_journal-3591	56	26	-	-	SYM
american_scientific_journal-3591	56	27	47	47	NUM
american_scientific_journal-3591	56	28	35	35	NUM
american_scientific_journal-3591	56	29	lin	lin	PROPN
american_scientific_journal-3591	56	30	,	,	PUNCT
american_scientific_journal-3591	56	31	liou	liou	NOUN
american_scientific_journal-3591	56	32	,	,	PUNCT
american_scientific_journal-3591	56	33	and	and	CCONJ
american_scientific_journal-3591	56	34	huang	huang	PROPN
american_scientific_journal-3591	56	35	in	in	ADP
american_scientific_journal-3591	56	36	2011	2011	NUM
american_scientific_journal-3591	56	37	applied	apply	VERB
american_scientific_journal-3591	56	38	the	the	DET
american_scientific_journal-3591	56	39	grey	grey	PROPN
american_scientific_journal-3591	56	40	forecasting	forecasting	NOUN
american_scientific_journal-3591	56	41	model	model	NOUN
american_scientific_journal-3591	56	42	to	to	PART
american_scientific_journal-3591	56	43	estimate	estimate	VERB
american_scientific_journal-3591	56	44	future	future	ADJ
american_scientific_journal-3591	56	45	co2	co2	NOUN
american_scientific_journal-3591	56	46	emissions	emission	NOUN
american_scientific_journal-3591	56	47	in	in	ADP
american_scientific_journal-3591	56	48	taiwan	taiwan	PROPN
american_scientific_journal-3591	56	49	from	from	ADP
american_scientific_journal-3591	56	50	2010	2010	NUM
american_scientific_journal-3591	56	51	until	until	ADP
american_scientific_journal-3591	56	52	2012	2012	NUM
american_scientific_journal-3591	56	53	.	.	PUNCT
american_scientific_journal-3591	57	1	the	the	DET
american_scientific_journal-3591	57	2	results	result	NOUN
american_scientific_journal-3591	57	3	showed	show	VERB
american_scientific_journal-3591	57	4	that	that	SCONJ
american_scientific_journal-3591	57	5	the	the	DET
american_scientific_journal-3591	57	6	average	average	ADJ
american_scientific_journal-3591	57	7	residual	residual	ADJ
american_scientific_journal-3591	57	8	error	error	NOUN
american_scientific_journal-3591	57	9	of	of	ADP
american_scientific_journal-3591	57	10	the	the	DET
american_scientific_journal-3591	57	11	gm	gm	PROPN
american_scientific_journal-3591	57	12	(	(	PUNCT
american_scientific_journal-3591	57	13	1,1	1,1	NUM
american_scientific_journal-3591	57	14	)	)	PUNCT
american_scientific_journal-3591	57	15	was	be	AUX
american_scientific_journal-3591	57	16	below	below	ADP
american_scientific_journal-3591	57	17	10	10	NUM
american_scientific_journal-3591	57	18	%	%	NOUN
american_scientific_journal-3591	57	19	[	[	X
american_scientific_journal-3591	57	20	14	14	NUM
american_scientific_journal-3591	57	21	]	]	PUNCT
american_scientific_journal-3591	57	22	.	.	PUNCT
american_scientific_journal-3591	58	1	wu	wu	PROPN
american_scientific_journal-3591	58	2	and	and	CCONJ
american_scientific_journal-3591	58	3	his	his	PRON
american_scientific_journal-3591	58	4	colleagues	colleague	NOUN
american_scientific_journal-3591	58	5	in	in	ADP
american_scientific_journal-3591	58	6	2006	2006	NUM
american_scientific_journal-3591	58	7	applied	apply	VERB
american_scientific_journal-3591	58	8	dea	dea	PROPN
american_scientific_journal-3591	58	9	malmquist	malmquist	PROPN
american_scientific_journal-3591	58	10	productivity	productivity	PROPN
american_scientific_journal-3591	58	11	index	index	NOUN
american_scientific_journal-3591	58	12	to	to	PART
american_scientific_journal-3591	58	13	evaluate	evaluate	VERB
american_scientific_journal-3591	58	14	the	the	DET
american_scientific_journal-3591	58	15	influence	influence	NOUN
american_scientific_journal-3591	58	16	of	of	ADP
american_scientific_journal-3591	58	17	intellectual	intellectual	ADJ
american_scientific_journal-3591	58	18	capital	capital	NOUN
american_scientific_journal-3591	58	19	on	on	ADP
american_scientific_journal-3591	58	20	competitive	competitive	ADJ
american_scientific_journal-3591	58	21	advantages	advantage	NOUN
american_scientific_journal-3591	58	22	.	.	PUNCT
american_scientific_journal-3591	59	1	the	the	DET
american_scientific_journal-3591	59	2	study	study	NOUN
american_scientific_journal-3591	59	3	dealt	deal	VERB
american_scientific_journal-3591	59	4	with	with	ADP
american_scientific_journal-3591	59	5	39	39	NUM
american_scientific_journal-3591	59	6	taiwanese	taiwanese	PROPN
american_scientific_journal-3591	59	7	ic	ic	NUM
american_scientific_journal-3591	59	8	design	design	NOUN
american_scientific_journal-3591	59	9	companies	company	NOUN
american_scientific_journal-3591	59	10	as	as	ADP
american_scientific_journal-3591	59	11	sample	sample	NOUN
american_scientific_journal-3591	59	12	,	,	PUNCT
american_scientific_journal-3591	59	13	and	and	CCONJ
american_scientific_journal-3591	59	14	used	use	VERB
american_scientific_journal-3591	59	15	roa	roa	PROPN
american_scientific_journal-3591	59	16	method	method	NOUN
american_scientific_journal-3591	59	17	to	to	PART
american_scientific_journal-3591	59	18	measure	measure	VERB
american_scientific_journal-3591	59	19	the	the	DET
american_scientific_journal-3591	59	20	intellectual	intellectual	ADJ
american_scientific_journal-3591	59	21	capital	capital	NOUN
american_scientific_journal-3591	59	22	stocks	stock	NOUN
american_scientific_journal-3591	59	23	of	of	ADP
american_scientific_journal-3591	59	24	them	they	PRON
american_scientific_journal-3591	59	25	[	[	X
american_scientific_journal-3591	59	26	15	15	NUM
american_scientific_journal-3591	59	27	]	]	PUNCT
american_scientific_journal-3591	59	28	.	.	PUNCT
american_scientific_journal-3591	60	1	wang	wang	PROPN
american_scientific_journal-3591	60	2	,	,	PUNCT
american_scientific_journal-3591	60	3	nguyen	nguyen	PROPN
american_scientific_journal-3591	60	4	,	,	PUNCT
american_scientific_journal-3591	60	5	and	and	CCONJ
american_scientific_journal-3591	60	6	wang	wang	PROPN
american_scientific_journal-3591	60	7	researched	research	VERB
american_scientific_journal-3591	60	8	to	to	PART
american_scientific_journal-3591	60	9	find	find	VERB
american_scientific_journal-3591	60	10	feasible	feasible	ADJ
american_scientific_journal-3591	60	11	alliance	alliance	NOUN
american_scientific_journal-3591	60	12	partner	partner	NOUN
american_scientific_journal-3591	60	13	for	for	ADP
american_scientific_journal-3591	60	14	automobile	automobile	NOUN
american_scientific_journal-3591	60	15	makers	maker	NOUN
american_scientific_journal-3591	60	16	by	by	ADP
american_scientific_journal-3591	60	17	using	use	VERB
american_scientific_journal-3591	60	18	an	an	DET
american_scientific_journal-3591	60	19	integrated	integrated	ADJ
american_scientific_journal-3591	60	20	grey	grey	NOUN
american_scientific_journal-3591	60	21	theory	theory	NOUN
american_scientific_journal-3591	60	22	and	and	CCONJ
american_scientific_journal-3591	60	23	dea	dea	NOUN
american_scientific_journal-3591	61	1	[	[	X
american_scientific_journal-3591	61	2	16	16	NUM
american_scientific_journal-3591	61	3	]	]	PUNCT
american_scientific_journal-3591	61	4	.	.	PUNCT
american_scientific_journal-3591	62	1	liang	liang	PROPN
american_scientific_journal-3591	62	2	and	and	CCONJ
american_scientific_journal-3591	62	3	his	his	PRON
american_scientific_journal-3591	62	4	colleagues	colleague	NOUN
american_scientific_journal-3591	62	5	applied	apply	VERB
american_scientific_journal-3591	62	6	dea	dea	NOUN
american_scientific_journal-3591	62	7	to	to	PART
american_scientific_journal-3591	62	8	investigate	investigate	VERB
american_scientific_journal-3591	62	9	production	production	NOUN
american_scientific_journal-3591	62	10	efficiency	efficiency	NOUN
american_scientific_journal-3591	62	11	the	the	DET
american_scientific_journal-3591	62	12	biotech	biotech	ADJ
american_scientific_journal-3591	62	13	industry	industry	NOUN
american_scientific_journal-3591	62	14	before	before	ADP
american_scientific_journal-3591	62	15	and	and	CCONJ
american_scientific_journal-3591	62	16	after	after	ADP
american_scientific_journal-3591	62	17	integration	integration	NOUN
american_scientific_journal-3591	62	18	.	.	PUNCT
american_scientific_journal-3591	63	1	the	the	DET
american_scientific_journal-3591	63	2	study	study	NOUN
american_scientific_journal-3591	63	3	had	have	AUX
american_scientific_journal-3591	63	4	analyzed	analyze	VERB
american_scientific_journal-3591	63	5	the	the	DET
american_scientific_journal-3591	63	6	possible	possible	ADJ
american_scientific_journal-3591	63	7	integrative	integrative	ADJ
american_scientific_journal-3591	63	8	targets	target	NOUN
american_scientific_journal-3591	63	9	of	of	ADP
american_scientific_journal-3591	63	10	a	a	DET
american_scientific_journal-3591	63	11	particular	particular	ADJ
american_scientific_journal-3591	63	12	taiwanese	taiwanese	ADJ
american_scientific_journal-3591	63	13	biotech	biotech	ADJ
american_scientific_journal-3591	63	14	company	company	NOUN
american_scientific_journal-3591	63	15	[	[	X
american_scientific_journal-3591	63	16	17	17	NUM
american_scientific_journal-3591	63	17	]	]	PUNCT
american_scientific_journal-3591	63	18	.	.	PUNCT
american_scientific_journal-3591	64	1	chen	chen	PROPN
american_scientific_journal-3591	64	2	,	,	PUNCT
american_scientific_journal-3591	64	3	hsieh	hsieh	PROPN
american_scientific_journal-3591	64	4	,	,	PUNCT
american_scientific_journal-3591	64	5	and	and	CCONJ
american_scientific_journal-3591	64	6	chen	chen	PROPN
american_scientific_journal-3591	64	7	applied	apply	VERB
american_scientific_journal-3591	64	8	dea	dea	PROPN
american_scientific_journal-3591	64	9	to	to	PART
american_scientific_journal-3591	64	10	evaluate	evaluate	VERB
american_scientific_journal-3591	64	11	performance	performance	NOUN
american_scientific_journal-3591	64	12	efficiency	efficiency	NOUN
american_scientific_journal-3591	64	13	of	of	ADP
american_scientific_journal-3591	64	14	20	20	NUM
american_scientific_journal-3591	64	15	stores	store	NOUN
american_scientific_journal-3591	64	16	of	of	ADP
american_scientific_journal-3591	64	17	the	the	DET
american_scientific_journal-3591	64	18	e	e	NOUN
american_scientific_journal-3591	64	19	-	-	ADJ
american_scientific_journal-3591	64	20	life	life	ADJ
american_scientific_journal-3591	64	21	mall	mall	NOUN
american_scientific_journal-3591	64	22	in	in	ADP
american_scientific_journal-3591	64	23	kaohsiung	kaohsiung	PROPN
american_scientific_journal-3591	64	24	city	city	PROPN
american_scientific_journal-3591	64	25	,	,	PUNCT
american_scientific_journal-3591	64	26	taiwan	taiwan	PROPN
american_scientific_journal-3591	65	1	[	[	X
american_scientific_journal-3591	65	2	18	18	NUM
american_scientific_journal-3591	65	3	]	]	PUNCT
american_scientific_journal-3591	65	4	.	.	PUNCT
american_scientific_journal-3591	66	1	mathur	mathur	PROPN
american_scientific_journal-3591	67	1	and	and	CCONJ
american_scientific_journal-3591	67	2	paulused	pauluse	VERB
american_scientific_journal-3591	67	3	the	the	DET
american_scientific_journal-3591	67	4	dea	dea	PROPN
american_scientific_journal-3591	67	5	approach	approach	NOUN
american_scientific_journal-3591	67	6	,	,	PUNCT
american_scientific_journal-3591	67	7	ccr	ccr	PROPN
american_scientific_journal-3591	67	8	and	and	CCONJ
american_scientific_journal-3591	67	9	bcc	bcc	PROPN
american_scientific_journal-3591	67	10	models	model	NOUN
american_scientific_journal-3591	67	11	to	to	PART
american_scientific_journal-3591	67	12	appraise	appraise	VERB
american_scientific_journal-3591	67	13	the	the	DET
american_scientific_journal-3591	67	14	performance	performance	NOUN
american_scientific_journal-3591	67	15	of	of	ADP
american_scientific_journal-3591	67	16	20	20	NUM
american_scientific_journal-3591	67	17	indian	indian	ADJ
american_scientific_journal-3591	67	18	non	non	ADJ
american_scientific_journal-3591	67	19	-	-	ADJ
american_scientific_journal-3591	67	20	life	life	ADJ
american_scientific_journal-3591	67	21	insurance	insurance	NOUN
american_scientific_journal-3591	67	22	companies	company	NOUN
american_scientific_journal-3591	67	23	[	[	X
american_scientific_journal-3591	67	24	19	19	NUM
american_scientific_journal-3591	67	25	]	]	PUNCT
american_scientific_journal-3591	67	26	.	.	PUNCT
american_scientific_journal-3591	68	1	fuentes	fuentes	PROPN
american_scientific_journal-3591	68	2	,	,	PUNCT
american_scientific_journal-3591	68	3	fuster	fuster	PROPN
american_scientific_journal-3591	68	4	,	,	PUNCT
american_scientific_journal-3591	68	5	and	and	CCONJ
american_scientific_journal-3591	68	6	lillo	lillo	PROPN
american_scientific_journal-3591	68	7	-	-	PUNCT
american_scientific_journal-3591	68	8	bañuls	bañuls	NOUN
american_scientific_journal-3591	68	9	used	use	VERB
american_scientific_journal-3591	68	10	a	a	DET
american_scientific_journal-3591	68	11	three	three	NUM
american_scientific_journal-3591	68	12	-	-	PUNCT
american_scientific_journal-3591	68	13	stage	stage	NOUN
american_scientific_journal-3591	68	14	dea	dea	NOUN
american_scientific_journal-3591	68	15	model	model	NOUN
american_scientific_journal-3591	68	16	to	to	PART
american_scientific_journal-3591	68	17	measure	measure	VERB
american_scientific_journal-3591	68	18	technical	technical	ADJ
american_scientific_journal-3591	68	19	efficiency	efficiency	NOUN
american_scientific_journal-3591	68	20	of	of	ADP
american_scientific_journal-3591	68	21	learning	learning	NOUN
american_scientific_journal-3591	68	22	and	and	CCONJ
american_scientific_journal-3591	68	23	teaching	teach	VERB
american_scientific_journal-3591	68	24	[	[	X
american_scientific_journal-3591	68	25	20	20	NUM
american_scientific_journal-3591	68	26	]	]	PUNCT
american_scientific_journal-3591	68	27	.	.	PUNCT
american_scientific_journal-3591	69	1	3	3	X
american_scientific_journal-3591	69	2	.	.	X
american_scientific_journal-3591	69	3	research	research	NOUN
american_scientific_journal-3591	69	4	development	development	NOUN
american_scientific_journal-3591	69	5	,	,	PUNCT
american_scientific_journal-3591	69	6	data	data	NOUN
american_scientific_journal-3591	69	7	collection	collection	NOUN
american_scientific_journal-3591	69	8	and	and	CCONJ
american_scientific_journal-3591	69	9	methodology	methodology	NOUN
american_scientific_journal-3591	69	10	3.1	3.1	NUM
american_scientific_journal-3591	69	11	.	.	PUNCT
american_scientific_journal-3591	70	1	research	research	NOUN
american_scientific_journal-3591	70	2	developments	development	NOUN
american_scientific_journal-3591	70	3	this	this	DET
american_scientific_journal-3591	70	4	study	study	NOUN
american_scientific_journal-3591	70	5	proposes	propose	VERB
american_scientific_journal-3591	70	6	a	a	DET
american_scientific_journal-3591	70	7	hybrid	hybrid	ADJ
american_scientific_journal-3591	70	8	model	model	NOUN
american_scientific_journal-3591	70	9	to	to	PART
american_scientific_journal-3591	70	10	evaluate	evaluate	VERB
american_scientific_journal-3591	70	11	efficiency	efficiency	NOUN
american_scientific_journal-3591	70	12	and	and	CCONJ
american_scientific_journal-3591	70	13	productivity	productivity	NOUN
american_scientific_journal-3591	70	14	.	.	PUNCT
american_scientific_journal-3591	71	1	figure	figure	NOUN
american_scientific_journal-3591	71	2	1	1	NUM
american_scientific_journal-3591	71	3	provides	provide	VERB
american_scientific_journal-3591	71	4	detailed	detailed	ADJ
american_scientific_journal-3591	71	5	stages	stage	NOUN
american_scientific_journal-3591	71	6	.	.	PUNCT
american_scientific_journal-3591	72	1	figure	figure	VERB
american_scientific_journal-3591	72	2	1	1	NUM
american_scientific_journal-3591	72	3	:	:	PUNCT
american_scientific_journal-3591	72	4	research	research	NOUN
american_scientific_journal-3591	72	5	development	development	NOUN
american_scientific_journal-3591	72	6	the	the	DET
american_scientific_journal-3591	72	7	steps	step	NOUN
american_scientific_journal-3591	72	8	of	of	ADP
american_scientific_journal-3591	72	9	data	datum	NOUN
american_scientific_journal-3591	72	10	collection	collection	NOUN
american_scientific_journal-3591	72	11	and	and	CCONJ
american_scientific_journal-3591	72	12	input	input	NOUN
american_scientific_journal-3591	72	13	–	–	PUNCT
american_scientific_journal-3591	72	14	output	output	NOUN
american_scientific_journal-3591	72	15	variable	variable	ADJ
american_scientific_journal-3591	72	16	selection	selection	NOUN
american_scientific_journal-3591	72	17	are	be	AUX
american_scientific_journal-3591	72	18	initial	initial	ADJ
american_scientific_journal-3591	72	19	works	work	NOUN
american_scientific_journal-3591	72	20	in	in	ADP
american_scientific_journal-3591	72	21	this	this	DET
american_scientific_journal-3591	72	22	paper	paper	NOUN
american_scientific_journal-3591	72	23	.	.	PUNCT
american_scientific_journal-3591	73	1	step	step	NOUN
american_scientific_journal-3591	73	2	3	3	NUM
american_scientific_journal-3591	73	3	implements	implement	NOUN
american_scientific_journal-3591	73	4	prediction	prediction	NOUN
american_scientific_journal-3591	73	5	work	work	NOUN
american_scientific_journal-3591	73	6	,	,	PUNCT
american_scientific_journal-3591	73	7	by	by	ADP
american_scientific_journal-3591	73	8	the	the	DET
american_scientific_journal-3591	73	9	use	use	NOUN
american_scientific_journal-3591	73	10	of	of	ADP
american_scientific_journal-3591	73	11	gm	gm	PROPN
american_scientific_journal-3591	73	12	(	(	PUNCT
american_scientific_journal-3591	73	13	1	1	NUM
american_scientific_journal-3591	73	14	,	,	PUNCT
american_scientific_journal-3591	73	15	1	1	X
american_scientific_journal-3591	73	16	)	)	PUNCT
american_scientific_journal-3591	73	17	model	model	NOUN
american_scientific_journal-3591	73	18	to	to	PART
american_scientific_journal-3591	73	19	predict	predict	VERB
american_scientific_journal-3591	73	20	the	the	DET
american_scientific_journal-3591	73	21	business	business	NOUN
american_scientific_journal-3591	73	22	value	value	NOUN
american_scientific_journal-3591	73	23	of	of	ADP
american_scientific_journal-3591	73	24	fitness	fitness	NOUN
american_scientific_journal-3591	73	25	industry	industry	NOUN
american_scientific_journal-3591	73	26	in	in	ADP
american_scientific_journal-3591	73	27	future	future	ADJ
american_scientific_journal-3591	73	28	years	year	NOUN
american_scientific_journal-3591	73	29	.	.	PUNCT
american_scientific_journal-3591	74	1	in	in	ADP
american_scientific_journal-3591	74	2	order	order	NOUN
american_scientific_journal-3591	74	3	to	to	PART
american_scientific_journal-3591	74	4	ensure	ensure	VERB
american_scientific_journal-3591	74	5	that	that	SCONJ
american_scientific_journal-3591	74	6	the	the	DET
american_scientific_journal-3591	74	7	forecast	forecast	NOUN
american_scientific_journal-3591	74	8	errors	error	NOUN
american_scientific_journal-3591	74	9	are	be	AUX
american_scientific_journal-3591	74	10	reliable	reliable	ADJ
american_scientific_journal-3591	74	11	,	,	PUNCT
american_scientific_journal-3591	74	12	a	a	DET
american_scientific_journal-3591	74	13	mean	mean	ADJ
american_scientific_journal-3591	74	14	absolute	absolute	ADJ
american_scientific_journal-3591	74	15	percent	percent	NOUN
american_scientific_journal-3591	74	16	error	error	NOUN
american_scientific_journal-3591	74	17	(	(	PUNCT
american_scientific_journal-3591	74	18	mape	mape	NOUN
american_scientific_journal-3591	74	19	)	)	PUNCT
american_scientific_journal-3591	74	20	is	be	AUX
american_scientific_journal-3591	74	21	applied	apply	VERB
american_scientific_journal-3591	74	22	to	to	PART
american_scientific_journal-3591	74	23	measure	measure	VERB
american_scientific_journal-3591	74	24	the	the	DET
american_scientific_journal-3591	74	25	prediction	prediction	NOUN
american_scientific_journal-3591	74	26	accuracy	accuracy	NOUN
american_scientific_journal-3591	74	27	in	in	ADP
american_scientific_journal-3591	74	28	step	step	NOUN
american_scientific_journal-3591	74	29	4	4	NUM
american_scientific_journal-3591	74	30	.	.	PUNCT
american_scientific_journal-3591	75	1	once	once	ADV
american_scientific_journal-3591	75	2	the	the	DET
american_scientific_journal-3591	75	3	error	error	NOUN
american_scientific_journal-3591	75	4	rate	rate	NOUN
american_scientific_journal-3591	75	5	is	be	AUX
american_scientific_journal-3591	75	6	too	too	ADV
american_scientific_journal-3591	75	7	high	high	ADJ
american_scientific_journal-3591	75	8	,	,	PUNCT
american_scientific_journal-3591	75	9	the	the	DET
american_scientific_journal-3591	75	10	study	study	NOUN
american_scientific_journal-3591	75	11	has	have	VERB
american_scientific_journal-3591	75	12	to	to	PART
american_scientific_journal-3591	75	13	reselect	reselect	VERB
american_scientific_journal-3591	75	14	the	the	DET
american_scientific_journal-3591	75	15	input	input	NOUN
american_scientific_journal-3591	75	16	and	and	CCONJ
american_scientific_journal-3591	75	17	output	output	NOUN
american_scientific_journal-3591	75	18	variables	variable	NOUN
american_scientific_journal-3591	75	19	.	.	PUNCT
american_scientific_journal-3591	76	1	step	step	NOUN
american_scientific_journal-3591	76	2	5	5	NUM
american_scientific_journal-3591	76	3	uses	use	VERB
american_scientific_journal-3591	76	4	the	the	DET
american_scientific_journal-3591	76	5	pearson	pearson	PROPN
american_scientific_journal-3591	76	6	correlation	correlation	NOUN
american_scientific_journal-3591	76	7	coefficient	coefficient	NOUN
american_scientific_journal-3591	76	8	test	test	NOUN
american_scientific_journal-3591	76	9	to	to	PART
american_scientific_journal-3591	76	10	check	check	VERB
american_scientific_journal-3591	76	11	correlation	correlation	NOUN
american_scientific_journal-3591	76	12	values	value	NOUN
american_scientific_journal-3591	76	13	between	between	ADP
american_scientific_journal-3591	76	14	inputs	input	NOUN
american_scientific_journal-3591	76	15	and	and	CCONJ
american_scientific_journal-3591	76	16	outputs	output	NOUN
american_scientific_journal-3591	76	17	,	,	PUNCT
american_scientific_journal-3591	76	18	whether	whether	SCONJ
american_scientific_journal-3591	76	19	or	or	CCONJ
american_scientific_journal-3591	76	20	not	not	PART
american_scientific_journal-3591	76	21	they	they	PRON
american_scientific_journal-3591	76	22	are	be	AUX
american_scientific_journal-3591	76	23	positive	positive	ADJ
american_scientific_journal-3591	76	24	.	.	PUNCT
american_scientific_journal-3591	77	1	if	if	SCONJ
american_scientific_journal-3591	77	2	there	there	PRON
american_scientific_journal-3591	77	3	is	be	VERB
american_scientific_journal-3591	77	4	a	a	DET
american_scientific_journal-3591	77	5	negative	negative	ADJ
american_scientific_journal-3591	77	6	coefficient	coefficient	NOUN
american_scientific_journal-3591	77	7	,	,	PUNCT
american_scientific_journal-3591	77	8	it	it	PRON
american_scientific_journal-3591	77	9	will	will	AUX
american_scientific_journal-3591	77	10	be	be	AUX
american_scientific_journal-3591	77	11	removed	remove	VERB
american_scientific_journal-3591	77	12	,	,	PUNCT
american_scientific_journal-3591	77	13	and	and	CCONJ
american_scientific_journal-3591	77	14	step	step	NOUN
american_scientific_journal-3591	77	15	2	2	NUM
american_scientific_journal-3591	77	16	will	will	AUX
american_scientific_journal-3591	77	17	be	be	AUX
american_scientific_journal-3591	77	18	repeated	repeat	VERB
american_scientific_journal-3591	77	19	to	to	PART
american_scientific_journal-3591	77	20	establish	establish	VERB
american_scientific_journal-3591	77	21	a	a	DET
american_scientific_journal-3591	77	22	new	new	ADJ
american_scientific_journal-3591	77	23	factor	factor	NOUN
american_scientific_journal-3591	77	24	.	.	PUNCT
american_scientific_journal-3591	78	1	this	this	PRON
american_scientific_journal-3591	78	2	is	be	AUX
american_scientific_journal-3591	78	3	done	do	VERB
american_scientific_journal-3591	78	4	until	until	SCONJ
american_scientific_journal-3591	78	5	it	it	PRON
american_scientific_journal-3591	78	6	can	can	AUX
american_scientific_journal-3591	78	7	meet	meet	VERB
american_scientific_journal-3591	78	8	our	our	PRON
american_scientific_journal-3591	78	9	requirements	requirement	NOUN
american_scientific_journal-3591	78	10	.	.	PUNCT
american_scientific_journal-3591	79	1	establish	establish	VERB
american_scientific_journal-3591	79	2	input	input	NOUN
american_scientific_journal-3591	79	3	/	/	SYM
american_scientific_journal-3591	79	4	output	output	NOUN
american_scientific_journal-3591	79	5	variables	variable	NOUN
american_scientific_journal-3591	79	6	data	data	PROPN
american_scientific_journal-3591	79	7	collection	collection	NOUN
american_scientific_journal-3591	79	8	pearson	pearson	PROPN
american_scientific_journal-3591	79	9	correlation	correlation	PROPN
american_scientific_journal-3591	79	10	malmquist	malmquist	PROPN
american_scientific_journal-3591	79	11	conclusions	conclusion	NOUN
american_scientific_journal-3591	79	12	accuracy	accuracy	NOUN
american_scientific_journal-3591	79	13	test	test	NOUN
american_scientific_journal-3591	79	14	grey	grey	PROPN
american_scientific_journal-3591	79	15	forecasting	forecasting	NOUN
american_scientific_journal-3591	79	16	stage	stage	NOUN
american_scientific_journal-3591	79	17	3	3	NUM
american_scientific_journal-3591	79	18	stage	stage	NOUN
american_scientific_journal-3591	79	19	4	4	NUM
american_scientific_journal-3591	79	20	stage	stage	NOUN
american_scientific_journal-3591	79	21	2	2	NUM
american_scientific_journal-3591	79	22	stage	stage	NOUN
american_scientific_journal-3591	79	23	1	1	NUM
american_scientific_journal-3591	79	24	overview	overview	NOUN
american_scientific_journal-3591	79	25	of	of	ADP
american_scientific_journal-3591	79	26	the	the	DET
american_scientific_journal-3591	79	27	industry	industry	NOUN
american_scientific_journal-3591	79	28	objectives	objective	VERB
american_scientific_journal-3591	79	29	american	american	ADJ
american_scientific_journal-3591	79	30	scientific	scientific	ADJ
american_scientific_journal-3591	79	31	research	research	NOUN
american_scientific_journal-3591	79	32	journal	journal	NOUN
american_scientific_journal-3591	79	33	for	for	ADP
american_scientific_journal-3591	79	34	engineering	engineering	NOUN
american_scientific_journal-3591	79	35	,	,	PUNCT
american_scientific_journal-3591	79	36	technology	technology	NOUN
american_scientific_journal-3591	79	37	,	,	PUNCT
american_scientific_journal-3591	79	38	and	and	CCONJ
american_scientific_journal-3591	79	39	sciences	science	NOUN
american_scientific_journal-3591	79	40	(	(	PUNCT
american_scientific_journal-3591	79	41	asrjets	asrjet	NOUN
american_scientific_journal-3591	79	42	)	)	PUNCT
american_scientific_journal-3591	79	43	(	(	PUNCT
american_scientific_journal-3591	79	44	2017	2017	NUM
american_scientific_journal-3591	79	45	)	)	PUNCT
american_scientific_journal-3591	79	46	volume	volume	NOUN
american_scientific_journal-3591	79	47	38	38	NUM
american_scientific_journal-3591	79	48	,	,	PUNCT
american_scientific_journal-3591	79	49	no	no	DET
american_scientific_journal-3591	79	50	1	1	NUM
american_scientific_journal-3591	79	51	,	,	PUNCT
american_scientific_journal-3591	79	52	pp	pp	ADV
american_scientific_journal-3591	79	53	33	33	NUM
american_scientific_journal-3591	79	54	-	-	SYM
american_scientific_journal-3591	79	55	47	47	NUM
american_scientific_journal-3591	79	56	36	36	NUM
american_scientific_journal-3591	79	57	mamlquist	mamlquist	NOUN
american_scientific_journal-3591	79	58	of	of	ADP
american_scientific_journal-3591	79	59	dea	dea	PROPN
american_scientific_journal-3591	79	60	is	be	AUX
american_scientific_journal-3591	79	61	applied	apply	VERB
american_scientific_journal-3591	79	62	to	to	PART
american_scientific_journal-3591	79	63	calculate	calculate	VERB
american_scientific_journal-3591	79	64	with	with	ADP
american_scientific_journal-3591	79	65	realistic	realistic	ADJ
american_scientific_journal-3591	79	66	data	datum	NOUN
american_scientific_journal-3591	79	67	in	in	ADP
american_scientific_journal-3591	79	68	step	step	NOUN
american_scientific_journal-3591	79	69	6	6	NUM
american_scientific_journal-3591	79	70	.	.	PUNCT
american_scientific_journal-3591	80	1	the	the	DET
american_scientific_journal-3591	80	2	purpose	purpose	NOUN
american_scientific_journal-3591	80	3	of	of	ADP
american_scientific_journal-3591	80	4	this	this	DET
american_scientific_journal-3591	80	5	step	step	NOUN
american_scientific_journal-3591	80	6	is	be	AUX
american_scientific_journal-3591	80	7	to	to	PART
american_scientific_journal-3591	80	8	find	find	VERB
american_scientific_journal-3591	80	9	out	out	ADP
american_scientific_journal-3591	80	10	efficient	efficient	ADJ
american_scientific_journal-3591	80	11	ranking	ranking	NOUN
american_scientific_journal-3591	80	12	of	of	ADP
american_scientific_journal-3591	80	13	all	all	DET
american_scientific_journal-3591	80	14	dmus	dmus	NOUN
american_scientific_journal-3591	80	15	.	.	PUNCT
american_scientific_journal-3591	81	1	this	this	DET
american_scientific_journal-3591	81	2	step	step	NOUN
american_scientific_journal-3591	81	3	also	also	ADV
american_scientific_journal-3591	81	4	evaluates	evaluate	VERB
american_scientific_journal-3591	81	5	productivity	productivity	NOUN
american_scientific_journal-3591	81	6	change	change	NOUN
american_scientific_journal-3591	81	7	for	for	ADP
american_scientific_journal-3591	81	8	all	all	DET
american_scientific_journal-3591	81	9	fitness	fitness	NOUN
american_scientific_journal-3591	81	10	manufacturers	manufacturer	NOUN
american_scientific_journal-3591	81	11	,	,	PUNCT
american_scientific_journal-3591	81	12	analyzes	analyze	VERB
american_scientific_journal-3591	81	13	reasons	reason	NOUN
american_scientific_journal-3591	81	14	of	of	ADP
american_scientific_journal-3591	81	15	changing	change	VERB
american_scientific_journal-3591	81	16	,	,	PUNCT
american_scientific_journal-3591	81	17	and	and	CCONJ
american_scientific_journal-3591	81	18	discusses	discuss	VERB
american_scientific_journal-3591	81	19	the	the	DET
american_scientific_journal-3591	81	20	way	way	NOUN
american_scientific_journal-3591	81	21	to	to	PART
american_scientific_journal-3591	81	22	help	help	VERB
american_scientific_journal-3591	81	23	inefficient	inefficient	ADJ
american_scientific_journal-3591	81	24	dmus	dmus	NOUN
american_scientific_journal-3591	81	25	improve	improve	VERB
american_scientific_journal-3591	81	26	its	its	PRON
american_scientific_journal-3591	81	27	operational	operational	ADJ
american_scientific_journal-3591	81	28	performance	performance	NOUN
american_scientific_journal-3591	81	29	.	.	PUNCT
american_scientific_journal-3591	82	1	the	the	DET
american_scientific_journal-3591	82	2	conclusions	conclusion	NOUN
american_scientific_journal-3591	82	3	and	and	CCONJ
american_scientific_journal-3591	82	4	suggestions	suggestion	NOUN
american_scientific_journal-3591	82	5	will	will	AUX
american_scientific_journal-3591	82	6	be	be	AUX
american_scientific_journal-3591	82	7	stated	state	VERB
american_scientific_journal-3591	82	8	in	in	ADP
american_scientific_journal-3591	82	9	step	step	NOUN
american_scientific_journal-3591	82	10	7	7	NUM
american_scientific_journal-3591	82	11	.	.	NOUN
american_scientific_journal-3591	82	12	3.2	3.2	NUM
american_scientific_journal-3591	82	13	.	.	PUNCT
american_scientific_journal-3591	83	1	data	datum	NOUN
american_scientific_journal-3591	83	2	collection	collection	NOUN
american_scientific_journal-3591	83	3	and	and	CCONJ
american_scientific_journal-3591	83	4	established	establish	VERB
american_scientific_journal-3591	83	5	inputs	input	NOUN
american_scientific_journal-3591	83	6	/	/	SYM
american_scientific_journal-3591	83	7	outputs	output	NOUN
american_scientific_journal-3591	83	8	variables	variable	NOUN
american_scientific_journal-3591	83	9	this	this	DET
american_scientific_journal-3591	83	10	research	research	NOUN
american_scientific_journal-3591	83	11	only	only	ADV
american_scientific_journal-3591	83	12	conducted	conduct	VERB
american_scientific_journal-3591	83	13	on	on	ADP
american_scientific_journal-3591	83	14	15	15	NUM
american_scientific_journal-3591	83	15	fitness	fitness	NOUN
american_scientific_journal-3591	83	16	equipment	equipment	NOUN
american_scientific_journal-3591	83	17	manufacturers	manufacturer	NOUN
american_scientific_journal-3591	83	18	in	in	ADP
american_scientific_journal-3591	83	19	consumeraffairs	consumeraffair	NOUN
american_scientific_journal-3591	83	20	’s	’s	PART
american_scientific_journal-3591	83	21	2016	2016	NUM
american_scientific_journal-3591	83	22	report	report	NOUN
american_scientific_journal-3591	83	23	and	and	CCONJ
american_scientific_journal-3591	83	24	google	google	PROPN
american_scientific_journal-3591	83	25	finance	finance	NOUN
american_scientific_journal-3591	83	26	[	[	X
american_scientific_journal-3591	83	27	6	6	NUM
american_scientific_journal-3591	83	28	,	,	PUNCT
american_scientific_journal-3591	83	29	7	7	NUM
american_scientific_journal-3591	83	30	]	]	PUNCT
american_scientific_journal-3591	83	31	.	.	PUNCT
american_scientific_journal-3591	84	1	they	they	PRON
american_scientific_journal-3591	84	2	are	be	AUX
american_scientific_journal-3591	84	3	stable	stable	ADJ
american_scientific_journal-3591	84	4	in	in	ADP
american_scientific_journal-3591	84	5	the	the	DET
american_scientific_journal-3591	84	6	market	market	NOUN
american_scientific_journal-3591	84	7	and	and	CCONJ
american_scientific_journal-3591	84	8	can	can	AUX
american_scientific_journal-3591	84	9	offer	offer	VERB
american_scientific_journal-3591	84	10	complete	complete	ADJ
american_scientific_journal-3591	84	11	data	datum	NOUN
american_scientific_journal-3591	84	12	for	for	ADP
american_scientific_journal-3591	84	13	four	four	NUM
american_scientific_journal-3591	84	14	consecutive	consecutive	ADJ
american_scientific_journal-3591	84	15	financial	financial	ADJ
american_scientific_journal-3591	84	16	years	year	NOUN
american_scientific_journal-3591	84	17	(	(	PUNCT
american_scientific_journal-3591	84	18	2012	2012	NUM
american_scientific_journal-3591	84	19	–	–	PUNCT
american_scientific_journal-3591	84	20	2015	2015	NUM
american_scientific_journal-3591	84	21	)	)	PUNCT
american_scientific_journal-3591	84	22	,	,	PUNCT
american_scientific_journal-3591	84	23	according	accord	VERB
american_scientific_journal-3591	84	24	to	to	ADP
american_scientific_journal-3591	84	25	google	google	PROPN
american_scientific_journal-3591	84	26	finance	finance	NOUN
american_scientific_journal-3591	84	27	site	site	NOUN
american_scientific_journal-3591	84	28	[	[	X
american_scientific_journal-3591	84	29	7	7	NUM
american_scientific_journal-3591	84	30	]	]	PUNCT
american_scientific_journal-3591	84	31	.	.	PUNCT
american_scientific_journal-3591	85	1	these	these	DET
american_scientific_journal-3591	85	2	collected	collect	VERB
american_scientific_journal-3591	85	3	manufacturers	manufacturer	NOUN
american_scientific_journal-3591	85	4	can	can	AUX
american_scientific_journal-3591	85	5	represent	represent	VERB
american_scientific_journal-3591	85	6	the	the	DET
american_scientific_journal-3591	85	7	entire	entire	ADJ
american_scientific_journal-3591	85	8	fitness	fitness	NOUN
american_scientific_journal-3591	85	9	industry	industry	NOUN
american_scientific_journal-3591	85	10	worldwide	worldwide	ADV
american_scientific_journal-3591	85	11	(	(	PUNCT
american_scientific_journal-3591	85	12	table	table	NOUN
american_scientific_journal-3591	85	13	1	1	NUM
american_scientific_journal-3591	85	14	)	)	PUNCT
american_scientific_journal-3591	85	15	.	.	PUNCT
american_scientific_journal-3591	86	1	recently	recently	ADV
american_scientific_journal-3591	86	2	,	,	PUNCT
american_scientific_journal-3591	86	3	fitness	fitness	NOUN
american_scientific_journal-3591	86	4	industry	industry	NOUN
american_scientific_journal-3591	86	5	makers	maker	NOUN
american_scientific_journal-3591	86	6	met	meet	VERB
american_scientific_journal-3591	86	7	massive	massive	ADJ
american_scientific_journal-3591	86	8	challenges	challenge	NOUN
american_scientific_journal-3591	86	9	regarding	regard	VERB
american_scientific_journal-3591	86	10	to	to	PART
american_scientific_journal-3591	86	11	maintain	maintain	VERB
american_scientific_journal-3591	86	12	competitiveness	competitiveness	NOUN
american_scientific_journal-3591	86	13	,	,	PUNCT
american_scientific_journal-3591	86	14	improve	improve	VERB
american_scientific_journal-3591	86	15	operational	operational	ADJ
american_scientific_journal-3591	86	16	performance	performance	NOUN
american_scientific_journal-3591	86	17	,	,	PUNCT
american_scientific_journal-3591	86	18	and	and	CCONJ
american_scientific_journal-3591	86	19	open	open	VERB
american_scientific_journal-3591	86	20	new	new	ADJ
american_scientific_journal-3591	86	21	business	business	NOUN
american_scientific_journal-3591	86	22	.	.	PUNCT
american_scientific_journal-3591	87	1	hence	hence	ADV
american_scientific_journal-3591	87	2	,	,	PUNCT
american_scientific_journal-3591	87	3	an	an	DET
american_scientific_journal-3591	87	4	evaluation	evaluation	NOUN
american_scientific_journal-3591	87	5	of	of	ADP
american_scientific_journal-3591	87	6	efficiency	efficiency	NOUN
american_scientific_journal-3591	87	7	and	and	CCONJ
american_scientific_journal-3591	87	8	productivity	productivity	NOUN
american_scientific_journal-3591	87	9	is	be	AUX
american_scientific_journal-3591	87	10	needed	need	VERB
american_scientific_journal-3591	87	11	to	to	PART
american_scientific_journal-3591	87	12	help	help	VERB
american_scientific_journal-3591	87	13	firms	firm	NOUN
american_scientific_journal-3591	87	14	review	review	VERB
american_scientific_journal-3591	87	15	and	and	CCONJ
american_scientific_journal-3591	87	16	reorganize	reorganize	VERB
american_scientific_journal-3591	87	17	business	business	NOUN
american_scientific_journal-3591	87	18	strategies	strategy	NOUN
american_scientific_journal-3591	87	19	.	.	PUNCT
american_scientific_journal-3591	88	1	table	table	NOUN
american_scientific_journal-3591	88	2	1	1	NUM
american_scientific_journal-3591	88	3	:	:	PUNCT
american_scientific_journal-3591	88	4	list	list	NOUN
american_scientific_journal-3591	88	5	of	of	ADP
american_scientific_journal-3591	88	6	15	15	NUM
american_scientific_journal-3591	88	7	fitness	fitness	NOUN
american_scientific_journal-3591	88	8	equipment	equipment	NOUN
american_scientific_journal-3591	88	9	manufacturers	manufacturer	NOUN
american_scientific_journal-3591	88	10	dmus	dmus	VERB
american_scientific_journal-3591	88	11	companies	company	NOUN
american_scientific_journal-3591	88	12	headquarter	headquarter	ADV
american_scientific_journal-3591	88	13	founded	found	VERB
american_scientific_journal-3591	88	14	year	year	NOUN
american_scientific_journal-3591	88	15	dmu1	dmu1	PROPN
american_scientific_journal-3591	88	16	nike	nike	PROPN
american_scientific_journal-3591	88	17	,	,	PUNCT
american_scientific_journal-3591	88	18	inc	inc	PROPN
american_scientific_journal-3591	88	19	.	.	PROPN
american_scientific_journal-3591	88	20	oregon	oregon	PROPN
american_scientific_journal-3591	88	21	,	,	PUNCT
american_scientific_journal-3591	88	22	united	united	PROPN
american_scientific_journal-3591	88	23	states	states	PROPN
american_scientific_journal-3591	88	24	1964	1964	NUM
american_scientific_journal-3591	88	25	dmu2	dmu2	PROPN
american_scientific_journal-3591	88	26	adidas	adidas	PROPN
american_scientific_journal-3591	88	27	ag	ag	PROPN
american_scientific_journal-3591	88	28	herzogenaurach	herzogenaurach	PROPN
american_scientific_journal-3591	88	29	,	,	PUNCT
american_scientific_journal-3591	88	30	germany	germany	PROPN
american_scientific_journal-3591	88	31	1949	1949	NUM
american_scientific_journal-3591	88	32	dmu3	dmu3	PROPN
american_scientific_journal-3591	88	33	gap	gap	PROPN
american_scientific_journal-3591	88	34	inc	inc	PROPN
american_scientific_journal-3591	88	35	california	california	PROPN
american_scientific_journal-3591	88	36	,	,	PUNCT
american_scientific_journal-3591	88	37	united	united	PROPN
american_scientific_journal-3591	88	38	states	states	PROPN
american_scientific_journal-3591	88	39	1969	1969	NUM
american_scientific_journal-3591	88	40	dmu4	dmu4	PROPN
american_scientific_journal-3591	88	41	brunswick	brunswick	PROPN
american_scientific_journal-3591	88	42	corp	corp	PROPN
american_scientific_journal-3591	88	43	lake	lake	PROPN
american_scientific_journal-3591	88	44	forest	forest	PROPN
american_scientific_journal-3591	88	45	,	,	PUNCT
american_scientific_journal-3591	88	46	illinois	illinois	PROPN
american_scientific_journal-3591	88	47	,	,	PUNCT
american_scientific_journal-3591	88	48	united	united	PROPN
american_scientific_journal-3591	88	49	states	states	PROPN
american_scientific_journal-3591	88	50	1845	1845	NUM
american_scientific_journal-3591	88	51	dmu5	dmu5	PROPN
american_scientific_journal-3591	88	52	amer	amer	PROPN
american_scientific_journal-3591	88	53	sports	sports	PROPN
american_scientific_journal-3591	88	54	helsinki	helsinki	PROPN
american_scientific_journal-3591	88	55	,	,	PUNCT
american_scientific_journal-3591	88	56	finland	finland	PROPN
american_scientific_journal-3591	88	57	1950	1950	NUM
american_scientific_journal-3591	88	58	dmu6	dmu6	PROPN
american_scientific_journal-3591	88	59	dorel	dorel	NOUN
american_scientific_journal-3591	88	60	industries	industry	NOUN
american_scientific_journal-3591	88	61	,	,	PUNCT
american_scientific_journal-3591	88	62	inc	inc	PROPN
american_scientific_journal-3591	88	63	westmount	westmount	PROPN
american_scientific_journal-3591	88	64	,	,	PUNCT
american_scientific_journal-3591	88	65	canada	canada	PROPN
american_scientific_journal-3591	88	66	1962	1962	NUM
american_scientific_journal-3591	88	67	dmu7	dmu7	PROPN
american_scientific_journal-3591	88	68	life	life	PROPN
american_scientific_journal-3591	88	69	time	time	PROPN
american_scientific_journal-3591	88	70	fitness	fitness	PROPN
american_scientific_journal-3591	88	71	,	,	PUNCT
american_scientific_journal-3591	88	72	inc	inc	PROPN
american_scientific_journal-3591	88	73	minnesota	minnesota	PROPN
american_scientific_journal-3591	88	74	,	,	PUNCT
american_scientific_journal-3591	88	75	united	united	PROPN
american_scientific_journal-3591	88	76	states	states	PROPN
american_scientific_journal-3591	88	77	2006	2006	NUM
american_scientific_journal-3591	88	78	dmu8	dmu8	PROPN
american_scientific_journal-3591	88	79	skechers	skechers	PROPN
american_scientific_journal-3591	88	80	usa	usa	PROPN
american_scientific_journal-3591	88	81	inc	inc	PROPN
american_scientific_journal-3591	88	82	california	california	PROPN
american_scientific_journal-3591	88	83	,	,	PUNCT
american_scientific_journal-3591	88	84	united	united	PROPN
american_scientific_journal-3591	88	85	states	states	PROPN
american_scientific_journal-3591	88	86	1992	1992	NUM
american_scientific_journal-3591	88	87	dmu9	dmu9	PROPN
american_scientific_journal-3591	88	88	lululemon	lululemon	PROPN
american_scientific_journal-3591	88	89	athletica	athletica	PROPN
american_scientific_journal-3591	88	90	inc	inc	PROPN
american_scientific_journal-3591	88	91	vancouver	vancouver	PROPN
american_scientific_journal-3591	88	92	,	,	PUNCT
american_scientific_journal-3591	88	93	canada	canada	PROPN
american_scientific_journal-3591	88	94	1998	1998	NUM
american_scientific_journal-3591	89	1	dmu10	dmu10	PROPN
american_scientific_journal-3591	89	2	invacare	invacare	PROPN
american_scientific_journal-3591	89	3	corporation	corporation	PROPN
american_scientific_journal-3591	89	4	ohio	ohio	PROPN
american_scientific_journal-3591	89	5	,	,	PUNCT
american_scientific_journal-3591	89	6	united	united	PROPN
american_scientific_journal-3591	89	7	states	states	PROPN
american_scientific_journal-3591	89	8	1885	1885	NUM
american_scientific_journal-3591	89	9	dmu11	dmu11	ADJ
american_scientific_journal-3591	89	10	black	black	ADJ
american_scientific_journal-3591	89	11	diamond	diamond	PROPN
american_scientific_journal-3591	89	12	inc	inc	PROPN
american_scientific_journal-3591	89	13	salt	salt	PROPN
american_scientific_journal-3591	89	14	lake	lake	PROPN
american_scientific_journal-3591	89	15	city	city	PROPN
american_scientific_journal-3591	89	16	,	,	PUNCT
american_scientific_journal-3591	89	17	united	united	PROPN
american_scientific_journal-3591	89	18	states	states	PROPN
american_scientific_journal-3591	89	19	1957	1957	NUM
american_scientific_journal-3591	89	20	dmu12	dmu12	PROPN
american_scientific_journal-3591	89	21	planet	planet	NOUN
american_scientific_journal-3591	89	22	fitness	fitness	PROPN
american_scientific_journal-3591	89	23	,	,	PUNCT
american_scientific_journal-3591	89	24	inc	inc	PROPN
american_scientific_journal-3591	89	25	.	.	PROPN
american_scientific_journal-3591	89	26	new	new	PROPN
american_scientific_journal-3591	89	27	hampshire	hampshire	PROPN
american_scientific_journal-3591	89	28	,	,	PUNCT
american_scientific_journal-3591	89	29	united	united	PROPN
american_scientific_journal-3591	89	30	states	states	PROPN
american_scientific_journal-3591	89	31	1992	1992	NUM
american_scientific_journal-3591	89	32	dmu13	dmu13	PROPN
american_scientific_journal-3591	89	33	nautilus	nautilus	PROPN
american_scientific_journal-3591	89	34	,	,	PUNCT
american_scientific_journal-3591	89	35	inc	inc	PROPN
american_scientific_journal-3591	89	36	.	.	PROPN
american_scientific_journal-3591	89	37	washington	washington	PROPN
american_scientific_journal-3591	89	38	,	,	PUNCT
american_scientific_journal-3591	89	39	united	united	PROPN
american_scientific_journal-3591	89	40	states	states	PROPN
american_scientific_journal-3591	89	41	1986	1986	NUM
american_scientific_journal-3591	89	42	dmu14	dmu14	PROPN
american_scientific_journal-3591	89	43	escalade	escalade	PROPN
american_scientific_journal-3591	89	44	,	,	PUNCT
american_scientific_journal-3591	89	45	inc	inc	PROPN
american_scientific_journal-3591	89	46	indiana	indiana	PROPN
american_scientific_journal-3591	89	47	,	,	PUNCT
american_scientific_journal-3591	89	48	united	united	PROPN
american_scientific_journal-3591	89	49	states	states	PROPN
american_scientific_journal-3591	89	50	1922	1922	NUM
american_scientific_journal-3591	89	51	dmu15	dmu15	PROPN
american_scientific_journal-3591	89	52	gaiam	gaiam	PROPN
american_scientific_journal-3591	89	53	,	,	PUNCT
american_scientific_journal-3591	89	54	inc	inc	PROPN
american_scientific_journal-3591	89	55	colorado	colorado	PROPN
american_scientific_journal-3591	89	56	,	,	PUNCT
american_scientific_journal-3591	89	57	united	united	PROPN
american_scientific_journal-3591	89	58	states	states	PROPN
american_scientific_journal-3591	89	59	1988	1988	NUM
american_scientific_journal-3591	89	60	source	source	NOUN
american_scientific_journal-3591	89	61	:	:	PUNCT
american_scientific_journal-3591	89	62	synthetic	synthetic	NOUN
american_scientific_journal-3591	89	63	by	by	ADP
american_scientific_journal-3591	89	64	researcher	researcher	NOUN
american_scientific_journal-3591	89	65	[	[	X
american_scientific_journal-3591	89	66	6	6	NUM
american_scientific_journal-3591	89	67	,	,	PUNCT
american_scientific_journal-3591	89	68	7	7	NUM
american_scientific_journal-3591	89	69	]	]	PUNCT
american_scientific_journal-3591	89	70	in	in	ADP
american_scientific_journal-3591	89	71	order	order	NOUN
american_scientific_journal-3591	89	72	to	to	PART
american_scientific_journal-3591	89	73	adequately	adequately	ADV
american_scientific_journal-3591	89	74	measure	measure	VERB
american_scientific_journal-3591	89	75	efficiency	efficiency	NOUN
american_scientific_journal-3591	89	76	and	and	CCONJ
american_scientific_journal-3591	89	77	productivity	productivity	NOUN
american_scientific_journal-3591	89	78	,	,	PUNCT
american_scientific_journal-3591	89	79	the	the	DET
american_scientific_journal-3591	89	80	selection	selection	NOUN
american_scientific_journal-3591	89	81	of	of	ADP
american_scientific_journal-3591	89	82	input	input	NOUN
american_scientific_journal-3591	89	83	and	and	CCONJ
american_scientific_journal-3591	89	84	output	output	NOUN
american_scientific_journal-3591	89	85	factors	factor	NOUN
american_scientific_journal-3591	89	86	should	should	AUX
american_scientific_journal-3591	89	87	be	be	AUX
american_scientific_journal-3591	89	88	carefully	carefully	ADV
american_scientific_journal-3591	89	89	considered	consider	VERB
american_scientific_journal-3591	89	90	.	.	PUNCT
american_scientific_journal-3591	90	1	literature	literature	NOUN
american_scientific_journal-3591	90	2	reviews	review	NOUN
american_scientific_journal-3591	90	3	were	be	AUX
american_scientific_journal-3591	90	4	done	do	VERB
american_scientific_journal-3591	90	5	on	on	ADP
american_scientific_journal-3591	90	6	the	the	DET
american_scientific_journal-3591	90	7	dea	dea	PROPN
american_scientific_journal-3591	90	8	,	,	PUNCT
american_scientific_journal-3591	90	9	fitness	fitness	NOUN
american_scientific_journal-3591	90	10	industry	industry	NOUN
american_scientific_journal-3591	90	11	’s	’s	PART
american_scientific_journal-3591	90	12	operations	operation	NOUN
american_scientific_journal-3591	90	13	,	,	PUNCT
american_scientific_journal-3591	90	14	international	international	ADJ
american_scientific_journal-3591	90	15	accounting	accounting	NOUN
american_scientific_journal-3591	90	16	standard	standard	PROPN
american_scientific_journal-3591	90	17	(	(	PUNCT
american_scientific_journal-3591	90	18	ias	ias	PROPN
american_scientific_journal-3591	90	19	)	)	PUNCT
american_scientific_journal-3591	91	1	[	[	X
american_scientific_journal-3591	91	2	21	21	NUM
american_scientific_journal-3591	91	3	]	]	PUNCT
american_scientific_journal-3591	91	4	,	,	PUNCT
american_scientific_journal-3591	91	5	and	and	CCONJ
american_scientific_journal-3591	91	6	the	the	DET
american_scientific_journal-3591	91	7	suitable	suitable	ADJ
american_scientific_journal-3591	91	8	correlation	correlation	NOUN
american_scientific_journal-3591	91	9	between	between	ADP
american_scientific_journal-3591	91	10	input	input	NOUN
american_scientific_journal-3591	91	11	and	and	CCONJ
american_scientific_journal-3591	91	12	output	output	NOUN
american_scientific_journal-3591	91	13	variables	variable	NOUN
american_scientific_journal-3591	91	14	.	.	PUNCT
american_scientific_journal-3591	92	1	this	this	DET
american_scientific_journal-3591	92	2	research	research	NOUN
american_scientific_journal-3591	92	3	selected	select	VERB
american_scientific_journal-3591	92	4	three	three	NUM
american_scientific_journal-3591	92	5	input	input	NOUN
american_scientific_journal-3591	92	6	variables	variable	NOUN
american_scientific_journal-3591	92	7	,	,	PUNCT
american_scientific_journal-3591	92	8	including	include	VERB
american_scientific_journal-3591	92	9	assets	asset	NOUN
american_scientific_journal-3591	92	10	,	,	PUNCT
american_scientific_journal-3591	92	11	equity	equity	NOUN
american_scientific_journal-3591	92	12	and	and	CCONJ
american_scientific_journal-3591	92	13	goodwill	goodwill	NOUN
american_scientific_journal-3591	92	14	.	.	PUNCT
american_scientific_journal-3591	93	1	revenue	revenue	NOUN
american_scientific_journal-3591	93	2	and	and	CCONJ
american_scientific_journal-3591	93	3	net	net	ADJ
american_scientific_journal-3591	93	4	income	income	NOUN
american_scientific_journal-3591	93	5	are	be	AUX
american_scientific_journal-3591	93	6	chosen	choose	VERB
american_scientific_journal-3591	93	7	as	as	ADP
american_scientific_journal-3591	93	8	two	two	NUM
american_scientific_journal-3591	93	9	american	american	ADJ
american_scientific_journal-3591	93	10	scientific	scientific	ADJ
american_scientific_journal-3591	93	11	research	research	NOUN
american_scientific_journal-3591	93	12	journal	journal	NOUN
american_scientific_journal-3591	93	13	for	for	ADP
american_scientific_journal-3591	93	14	engineering	engineering	NOUN
american_scientific_journal-3591	93	15	,	,	PUNCT
american_scientific_journal-3591	93	16	technology	technology	NOUN
american_scientific_journal-3591	93	17	,	,	PUNCT
american_scientific_journal-3591	93	18	and	and	CCONJ
american_scientific_journal-3591	93	19	sciences	science	NOUN
american_scientific_journal-3591	93	20	(	(	PUNCT
american_scientific_journal-3591	93	21	asrjets	asrjet	NOUN
american_scientific_journal-3591	93	22	)	)	PUNCT
american_scientific_journal-3591	93	23	(	(	PUNCT
american_scientific_journal-3591	93	24	2017	2017	NUM
american_scientific_journal-3591	93	25	)	)	PUNCT
american_scientific_journal-3591	93	26	volume	volume	NOUN
american_scientific_journal-3591	93	27	38	38	NUM
american_scientific_journal-3591	93	28	,	,	PUNCT
american_scientific_journal-3591	93	29	no	no	DET
american_scientific_journal-3591	93	30	1	1	NUM
american_scientific_journal-3591	93	31	,	,	PUNCT
american_scientific_journal-3591	93	32	pp	pp	ADV
american_scientific_journal-3591	93	33	33	33	NUM
american_scientific_journal-3591	93	34	-	-	SYM
american_scientific_journal-3591	93	35	47	47	NUM
american_scientific_journal-3591	93	36	37	37	NUM
american_scientific_journal-3591	93	37	output	output	NOUN
american_scientific_journal-3591	93	38	variables	variable	NOUN
american_scientific_journal-3591	93	39	.	.	PUNCT
american_scientific_journal-3591	94	1	these	these	DET
american_scientific_journal-3591	94	2	indicators	indicator	NOUN
american_scientific_journal-3591	94	3	provide	provide	VERB
american_scientific_journal-3591	94	4	a	a	DET
american_scientific_journal-3591	94	5	signal	signal	NOUN
american_scientific_journal-3591	94	6	to	to	PART
american_scientific_journal-3591	94	7	measure	measure	VERB
american_scientific_journal-3591	94	8	the	the	DET
american_scientific_journal-3591	94	9	ability	ability	NOUN
american_scientific_journal-3591	94	10	and	and	CCONJ
american_scientific_journal-3591	94	11	benefits	benefit	NOUN
american_scientific_journal-3591	94	12	of	of	ADP
american_scientific_journal-3591	94	13	firms	firm	NOUN
american_scientific_journal-3591	94	14	for	for	ADP
american_scientific_journal-3591	94	15	all	all	DET
american_scientific_journal-3591	94	16	owners	owner	NOUN
american_scientific_journal-3591	94	17	and	and	CCONJ
american_scientific_journal-3591	94	18	investors	investor	NOUN
american_scientific_journal-3591	94	19	.	.	PUNCT
american_scientific_journal-3591	95	1	due	due	ADP
american_scientific_journal-3591	95	2	to	to	ADP
american_scientific_journal-3591	95	3	size	size	NOUN
american_scientific_journal-3591	95	4	limitation	limitation	NOUN
american_scientific_journal-3591	95	5	,	,	PUNCT
american_scientific_journal-3591	95	6	researcher	researcher	NOUN
american_scientific_journal-3591	95	7	can	can	AUX
american_scientific_journal-3591	95	8	only	only	ADV
american_scientific_journal-3591	95	9	show	show	VERB
american_scientific_journal-3591	95	10	the	the	DET
american_scientific_journal-3591	95	11	data	datum	NOUN
american_scientific_journal-3591	95	12	of	of	ADP
american_scientific_journal-3591	95	13	2015	2015	NUM
american_scientific_journal-3591	95	14	with	with	ADP
american_scientific_journal-3591	95	15	the	the	DET
american_scientific_journal-3591	95	16	millions	million	NOUN
american_scientific_journal-3591	95	17	of	of	ADP
american_scientific_journal-3591	95	18	us	us	PROPN
american_scientific_journal-3591	95	19	dollar	dollar	NOUN
american_scientific_journal-3591	95	20	currency	currency	NOUN
american_scientific_journal-3591	95	21	units	unit	NOUN
american_scientific_journal-3591	95	22	,	,	PUNCT
american_scientific_journal-3591	95	23	as	as	ADP
american_scientific_journal-3591	95	24	in	in	ADP
american_scientific_journal-3591	95	25	table	table	NOUN
american_scientific_journal-3591	95	26	2	2	NUM
american_scientific_journal-3591	95	27	.	.	PUNCT
american_scientific_journal-3591	95	28	table	table	NOUN
american_scientific_journal-3591	95	29	2	2	NUM
american_scientific_journal-3591	95	30	:	:	PUNCT
american_scientific_journal-3591	95	31	the	the	DET
american_scientific_journal-3591	95	32	historical	historical	ADJ
american_scientific_journal-3591	95	33	data	datum	NOUN
american_scientific_journal-3591	95	34	of	of	ADP
american_scientific_journal-3591	95	35	15	15	NUM
american_scientific_journal-3591	95	36	fitness	fitness	NOUN
american_scientific_journal-3591	95	37	equipment	equipment	NOUN
american_scientific_journal-3591	95	38	manufacturers	manufacturer	NOUN
american_scientific_journal-3591	95	39	(	(	PUNCT
american_scientific_journal-3591	95	40	2015	2015	NUM
american_scientific_journal-3591	95	41	)	)	PUNCT
american_scientific_journal-3591	95	42	dmus	dmus	NOUN
american_scientific_journal-3591	95	43	inputs	input	NOUN
american_scientific_journal-3591	95	44	(	(	PUNCT
american_scientific_journal-3591	95	45	millions	million	NOUN
american_scientific_journal-3591	95	46	of	of	ADP
american_scientific_journal-3591	95	47	us	us	PROPN
american_scientific_journal-3591	95	48	dollars	dollar	NOUN
american_scientific_journal-3591	95	49	)	)	PUNCT
american_scientific_journal-3591	95	50	outputs	output	NOUN
american_scientific_journal-3591	95	51	(	(	PUNCT
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american_scientific_journal-3591	96	1	24.41	24.41	NUM
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american_scientific_journal-3591	96	5	838.14	838.14	NUM
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american_scientific_journal-3591	96	11	)	)	PUNCT
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american_scientific_journal-3591	96	13	228.59	228.59	NUM
american_scientific_journal-3591	96	14	176.00	176.00	NUM
american_scientific_journal-3591	96	15	29.63	29.63	NUM
american_scientific_journal-3591	96	16	155.27	155.27	NUM
american_scientific_journal-3591	96	17	(	(	PUNCT
american_scientific_journal-3591	96	18	7.597	7.597	NUM
american_scientific_journal-3591	96	19	)	)	PUNCT
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american_scientific_journal-3591	96	21	699.18	699.18	NUM
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american_scientific_journal-3591	96	23	15.38	15.38	NUM
american_scientific_journal-3591	96	24	)	)	PUNCT
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american_scientific_journal-3591	96	26	330.54	330.54	NUM
american_scientific_journal-3591	96	27	18.52	18.52	NUM
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american_scientific_journal-3591	96	31	60.47	60.47	NUM
american_scientific_journal-3591	96	32	335.76	335.76	NUM
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american_scientific_journal-3591	96	35	143.74	143.74	NUM
american_scientific_journal-3591	96	36	96.48	96.48	NUM
american_scientific_journal-3591	96	37	20.05	20.05	NUM
american_scientific_journal-3591	96	38	155.54	155.54	NUM
american_scientific_journal-3591	96	39	11.61	11.61	NUM
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american_scientific_journal-3591	96	41	128.54	128.54	NUM
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american_scientific_journal-3591	96	43	15.45	15.45	NUM
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american_scientific_journal-3591	96	45	(	(	PUNCT
american_scientific_journal-3591	96	46	11.71	11.71	NUM
american_scientific_journal-3591	96	47	)	)	PUNCT
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american_scientific_journal-3591	96	49	:	:	PUNCT
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american_scientific_journal-3591	96	51	by	by	ADP
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american_scientific_journal-3591	96	54	7	7	NUM
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american_scientific_journal-3591	96	57	.	.	PUNCT
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american_scientific_journal-3591	97	5	(	(	PUNCT
american_scientific_journal-3591	97	6	1	1	NUM
american_scientific_journal-3591	97	7	,	,	PUNCT
american_scientific_journal-3591	97	8	1	1	X
american_scientific_journal-3591	97	9	)	)	PUNCT
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american_scientific_journal-3591	97	11	in	in	ADP
american_scientific_journal-3591	97	12	this	this	DET
american_scientific_journal-3591	97	13	work	work	NOUN
american_scientific_journal-3591	97	14	was	be	AUX
american_scientific_journal-3591	97	15	established	establish	VERB
american_scientific_journal-3591	97	16	based	base	VERB
american_scientific_journal-3591	97	17	on	on	ADP
american_scientific_journal-3591	97	18	two	two	NUM
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american_scientific_journal-3591	97	27	)	)	PUNCT
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american_scientific_journal-3591	97	34	)	)	PUNCT
american_scientific_journal-3591	97	35	)	)	PUNCT
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american_scientific_journal-3591	98	3	]	]	PUNCT
american_scientific_journal-3591	98	4	.	.	PUNCT
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american_scientific_journal-3591	99	9	:	:	PUNCT
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american_scientific_journal-3591	99	15	𝑋𝑋(0	𝑋𝑋(0	PROPN
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american_scientific_journal-3591	99	21	𝑋𝑋(0)(1),𝑋𝑋(0)(2	𝑋𝑋(0)(1),𝑋𝑋(0)(2	NOUN
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american_scientific_journal-3591	99	25	,	,	PUNCT
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american_scientific_journal-3591	99	29	,	,	PUNCT
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american_scientific_journal-3591	99	53	𝑋𝑋(1)(𝑛𝑛	𝑋𝑋(1)(𝑛𝑛	NOUN
american_scientific_journal-3591	99	54	)	)	PUNCT
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american_scientific_journal-3591	99	56	,	,	PUNCT
american_scientific_journal-3591	99	57	𝑛𝑛	𝑛𝑛	PRON
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american_scientific_journal-3591	99	69	x(1)(𝑘𝑘	x(1)(𝑘𝑘	NUM
american_scientific_journal-3591	99	70	)	)	PUNCT
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american_scientific_journal-3591	100	11	,	,	PUNCT
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american_scientific_journal-3591	100	13	=	=	SYM
american_scientific_journal-3591	100	14	1	1	NUM
american_scientific_journal-3591	100	15	,	,	PUNCT
american_scientific_journal-3591	100	16	2	2	NUM
american_scientific_journal-3591	100	17	,	,	PUNCT
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american_scientific_journal-3591	100	19	,	,	PUNCT
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american_scientific_journal-3591	100	21	,	,	PUNCT
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american_scientific_journal-3591	100	29	journal	journal	NOUN
american_scientific_journal-3591	100	30	for	for	ADP
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american_scientific_journal-3591	100	32	,	,	PUNCT
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american_scientific_journal-3591	100	34	,	,	PUNCT
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american_scientific_journal-3591	100	42	)	)	PUNCT
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american_scientific_journal-3591	100	44	38	38	NUM
american_scientific_journal-3591	100	45	,	,	PUNCT
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american_scientific_journal-3591	100	47	1	1	NUM
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american_scientific_journal-3591	100	50	33	33	NUM
american_scientific_journal-3591	100	51	-	-	SYM
american_scientific_journal-3591	100	52	47	47	NUM
american_scientific_journal-3591	100	53	38	38	NUM
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american_scientific_journal-3591	100	71	,	,	PUNCT
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american_scientific_journal-3591	100	74	,	,	PUNCT
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american_scientific_journal-3591	100	76	,	,	PUNCT
american_scientific_journal-3591	100	77	𝑍𝑍(1)(𝑛𝑛	𝑍𝑍(1)(𝑛𝑛	PROPN
american_scientific_journal-3591	100	78	)	)	PUNCT
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american_scientific_journal-3591	100	82	)	)	PUNCT
american_scientific_journal-3591	100	83	where	where	SCONJ
american_scientific_journal-3591	100	84	𝑍𝑍(1)(k	𝑍𝑍(1)(k	NOUN
american_scientific_journal-3591	100	85	)	)	PUNCT
american_scientific_journal-3591	100	86	is	be	AUX
american_scientific_journal-3591	100	87	computed	compute	VERB
american_scientific_journal-3591	100	88	as	as	ADP
american_scientific_journal-3591	100	89	follow	follow	NOUN
american_scientific_journal-3591	100	90	:	:	PUNCT
american_scientific_journal-3591	100	91	𝑍𝑍(1)(𝑘𝑘	𝑍𝑍(1)(𝑘𝑘	NUM
american_scientific_journal-3591	100	92	)	)	PUNCT
american_scientific_journal-3591	100	93	=	=	SYM
american_scientific_journal-3591	100	94	0.5	0.5	NUM
american_scientific_journal-3591	100	95	×	×	PROPN
american_scientific_journal-3591	100	96	�	�	NOUN
american_scientific_journal-3591	100	97	𝑋𝑋(1)(𝑘𝑘	𝑋𝑋(1)(𝑘𝑘	NUM
american_scientific_journal-3591	100	98	)	)	PUNCT
american_scientific_journal-3591	101	1	+	+	CCONJ
american_scientific_journal-3591	101	2	𝑋𝑋(1)(𝑘𝑘	𝑋𝑋(1)(𝑘𝑘	ADJ
american_scientific_journal-3591	101	3	−	−	NOUN
american_scientific_journal-3591	101	4	1	1	NUM
american_scientific_journal-3591	101	5	)	)	PUNCT
american_scientific_journal-3591	101	6	�	�	PROPN
american_scientific_journal-3591	101	7	,	,	PUNCT
american_scientific_journal-3591	101	8	𝑘𝑘	𝑘𝑘	NOUN
american_scientific_journal-3591	101	9	=	=	SYM
american_scientific_journal-3591	101	10	2	2	NUM
american_scientific_journal-3591	101	11	,	,	PUNCT
american_scientific_journal-3591	101	12	3	3	NUM
american_scientific_journal-3591	101	13	,	,	PUNCT
american_scientific_journal-3591	101	14	…	…	PUNCT
american_scientific_journal-3591	101	15	,	,	PUNCT
american_scientific_journal-3591	101	16	𝑛𝑛.	𝑛𝑛.	NOUN
american_scientific_journal-3591	101	17	(	(	PUNCT
american_scientific_journal-3591	101	18	3.5	3.5	NUM
american_scientific_journal-3591	101	19	)	)	PUNCT
american_scientific_journal-3591	101	20	gm	gm	PROPN
american_scientific_journal-3591	101	21	(	(	PUNCT
american_scientific_journal-3591	101	22	1	1	NUM
american_scientific_journal-3591	101	23	,	,	PUNCT
american_scientific_journal-3591	101	24	1	1	X
american_scientific_journal-3591	101	25	)	)	PUNCT
american_scientific_journal-3591	101	26	model	model	NOUN
american_scientific_journal-3591	101	27	can	can	AUX
american_scientific_journal-3591	101	28	be	be	AUX
american_scientific_journal-3591	101	29	built	build	VERB
american_scientific_journal-3591	101	30	by	by	ADP
american_scientific_journal-3591	101	31	establishing	establish	VERB
american_scientific_journal-3591	101	32	first	first	ADJ
american_scientific_journal-3591	101	33	order	order	NOUN
american_scientific_journal-3591	101	34	differential	differential	ADJ
american_scientific_journal-3591	101	35	equation	equation	NOUN
american_scientific_journal-3591	101	36	for	for	ADP
american_scientific_journal-3591	101	37	x(1)(𝑘𝑘	x(1)(𝑘𝑘	NUM
american_scientific_journal-3591	101	38	)	)	PUNCT
american_scientific_journal-3591	101	39	.	.	PUNCT
american_scientific_journal-3591	102	1	𝑑𝑑𝑋𝑋(1)(𝑘𝑘	𝑑𝑑𝑋𝑋(1)(𝑘𝑘	PROPN
american_scientific_journal-3591	102	2	)	)	PUNCT
american_scientific_journal-3591	102	3	𝑑𝑑𝑘𝑘	𝑑𝑑𝑘𝑘	NOUN
american_scientific_journal-3591	102	4	+	+	CCONJ
american_scientific_journal-3591	102	5	𝑎𝑎𝑋𝑋(1)𝑘𝑘	𝑎𝑎𝑋𝑋(1)𝑘𝑘	ADJ
american_scientific_journal-3591	102	6	=	=	SYM
american_scientific_journal-3591	102	7	𝑏𝑏	𝑏𝑏	NOUN
american_scientific_journal-3591	102	8	(	(	PUNCT
american_scientific_journal-3591	102	9	3.6	3.6	NUM
american_scientific_journal-3591	102	10	)	)	PUNCT
american_scientific_journal-3591	102	11	where	where	SCONJ
american_scientific_journal-3591	102	12	parameter	parameter	NOUN
american_scientific_journal-3591	102	13	a	a	DET
american_scientific_journal-3591	102	14	is	be	AUX
american_scientific_journal-3591	102	15	developing	develop	VERB
american_scientific_journal-3591	102	16	coefficient	coefficient	NOUN
american_scientific_journal-3591	102	17	and	and	CCONJ
american_scientific_journal-3591	102	18	b	b	NOUN
american_scientific_journal-3591	102	19	is	be	AUX
american_scientific_journal-3591	102	20	grey	grey	ADJ
american_scientific_journal-3591	102	21	input	input	NOUN
american_scientific_journal-3591	102	22	.	.	PUNCT
american_scientific_journal-3591	103	1	a	a	DET
american_scientific_journal-3591	103	2	solution	solution	NOUN
american_scientific_journal-3591	103	3	of	of	ADP
american_scientific_journal-3591	103	4	solving	solve	VERB
american_scientific_journal-3591	103	5	eq.(3.6	eq.(3.6	PROPN
american_scientific_journal-3591	103	6	)	)	PUNCT
american_scientific_journal-3591	103	7	can	can	AUX
american_scientific_journal-3591	103	8	be	be	AUX
american_scientific_journal-3591	103	9	found	find	VERB
american_scientific_journal-3591	103	10	by	by	ADP
american_scientific_journal-3591	103	11	using	use	VERB
american_scientific_journal-3591	103	12	the	the	DET
american_scientific_journal-3591	103	13	least	least	ADJ
american_scientific_journal-3591	103	14	square	square	ADJ
american_scientific_journal-3591	103	15	method	method	NOUN
american_scientific_journal-3591	103	16	to	to	PART
american_scientific_journal-3591	103	17	find	find	VERB
american_scientific_journal-3591	103	18	parameters	parameter	NOUN
american_scientific_journal-3591	103	19	a	a	PRON
american_scientific_journal-3591	103	20	and	and	CCONJ
american_scientific_journal-3591	103	21	b	b	NOUN
american_scientific_journal-3591	103	22	:	:	PUNCT
american_scientific_journal-3591	103	23	�	�	PROPN
american_scientific_journal-3591	103	24	𝑎𝑎	𝑎𝑎	VERB
american_scientific_journal-3591	103	25	𝑏𝑏	𝑏𝑏	NUM
american_scientific_journal-3591	103	26	�	�	PROPN
american_scientific_journal-3591	103	27	𝑇𝑇	𝑇𝑇	PROPN
american_scientific_journal-3591	103	28	=	=	SYM
american_scientific_journal-3591	103	29	(	(	PUNCT
american_scientific_journal-3591	103	30	𝐵𝐵𝑇𝑇𝐵𝐵)−1𝐵𝐵𝑇𝑇𝑌𝑌	𝐵𝐵𝑇𝑇𝐵𝐵)−1𝐵𝐵𝑇𝑇𝑌𝑌	PROPN
american_scientific_journal-3591	103	31	�	�	NOUN
american_scientific_journal-3591	103	32	𝑁𝑁	𝑁𝑁	PROPN
american_scientific_journal-3591	103	33	(	(	PUNCT
american_scientific_journal-3591	103	34	3.7	3.7	NUM
american_scientific_journal-3591	103	35	)	)	PUNCT
american_scientific_journal-3591	103	36	,	,	PUNCT
american_scientific_journal-3591	103	37	𝐵𝐵	𝐵𝐵	PROPN
american_scientific_journal-3591	103	38	=	=	SYM
american_scientific_journal-3591	103	39	�	�	PROPN
american_scientific_journal-3591	103	40	−𝑍𝑍(1)(2	−𝑍𝑍(1)(2	NOUN
american_scientific_journal-3591	103	41	)	)	PUNCT
american_scientific_journal-3591	103	42	1	1	NUM
american_scientific_journal-3591	103	43	…	…	PUNCT
american_scientific_journal-3591	103	44	…	…	PUNCT
american_scientific_journal-3591	103	45	…	…	PUNCT
american_scientific_journal-3591	103	46	…	…	PUNCT
american_scientific_journal-3591	103	47	−𝑍𝑍(1)(𝑛𝑛	−𝑍𝑍(1)(𝑛𝑛	PROPN
american_scientific_journal-3591	103	48	)	)	PUNCT
american_scientific_journal-3591	103	49	1	1	NUM
american_scientific_journal-3591	103	50	�	�	PROPN
american_scientific_journal-3591	103	51	(	(	PUNCT
american_scientific_journal-3591	103	52	3.8	3.8	NUM
american_scientific_journal-3591	103	53	)	)	PUNCT
american_scientific_journal-3591	103	54	and	and	CCONJ
american_scientific_journal-3591	103	55	𝑌𝑌𝑁𝑁	𝑌𝑌𝑁𝑁	PROPN
american_scientific_journal-3591	103	56	=	=	PUNCT
american_scientific_journal-3591	103	57	�	�	PROPN
american_scientific_journal-3591	103	58	𝑋𝑋(0)(2	𝑋𝑋(0)(2	PROPN
american_scientific_journal-3591	103	59	)	)	PUNCT
american_scientific_journal-3591	103	60	…	…	PUNCT
american_scientific_journal-3591	103	61	…	…	PUNCT
american_scientific_journal-3591	103	62	…	…	SYM
american_scientific_journal-3591	103	63	𝑋𝑋(0)(𝑛𝑛	𝑋𝑋(0)(𝑛𝑛	PROPN
american_scientific_journal-3591	103	64	)	)	PUNCT
american_scientific_journal-3591	103	65	�	�	PROPN
american_scientific_journal-3591	103	66	(	(	PUNCT
american_scientific_journal-3591	103	67	3.9	3.9	NUM
american_scientific_journal-3591	103	68	)	)	PUNCT
american_scientific_journal-3591	103	69	(	(	PUNCT
american_scientific_journal-3591	103	70	b	b	NOUN
american_scientific_journal-3591	103	71	is	be	AUX
american_scientific_journal-3591	103	72	called	call	VERB
american_scientific_journal-3591	103	73	data	datum	NOUN
american_scientific_journal-3591	103	74	matrix	matrix	NOUN
american_scientific_journal-3591	103	75	,	,	PUNCT
american_scientific_journal-3591	103	76	y	y	PROPN
american_scientific_journal-3591	103	77	is	be	AUX
american_scientific_journal-3591	103	78	called	call	VERB
american_scientific_journal-3591	103	79	data	datum	NOUN
american_scientific_journal-3591	103	80	series	series	NOUN
american_scientific_journal-3591	103	81	,	,	PUNCT
american_scientific_journal-3591	103	82	and	and	CCONJ
american_scientific_journal-3591	103	83	[	[	X
american_scientific_journal-3591	103	84	𝑎𝑎	𝑎𝑎	NOUN
american_scientific_journal-3591	103	85	,	,	PUNCT
american_scientific_journal-3591	103	86	𝑏𝑏]𝑇𝑇is	𝑏𝑏]𝑇𝑇i	NOUN
american_scientific_journal-3591	103	87	called	call	VERB
american_scientific_journal-3591	103	88	parameter	parameter	NOUN
american_scientific_journal-3591	103	89	series	series	PROPN
american_scientific_journal-3591	103	90	)	)	PUNCT
american_scientific_journal-3591	103	91	.	.	PUNCT
american_scientific_journal-3591	104	1	according	accord	VERB
american_scientific_journal-3591	104	2	to	to	ADP
american_scientific_journal-3591	104	3	e.q	e.q	PROPN
american_scientific_journal-3591	104	4	(	(	PUNCT
american_scientific_journal-3591	104	5	3.6	3.6	NUM
american_scientific_journal-3591	104	6	)	)	PUNCT
american_scientific_journal-3591	104	7	,	,	PUNCT
american_scientific_journal-3591	104	8	the	the	DET
american_scientific_journal-3591	104	9	solution	solution	NOUN
american_scientific_journal-3591	104	10	of	of	ADP
american_scientific_journal-3591	104	11	𝑋𝑋(1)(k	𝑋𝑋(1)(k	NOUN
american_scientific_journal-3591	104	12	)	)	PUNCT
american_scientific_journal-3591	104	13	at	at	ADP
american_scientific_journal-3591	104	14	time	time	NOUN
american_scientific_journal-3591	104	15	k	k	X
american_scientific_journal-3591	104	16	:	:	PUNCT
american_scientific_journal-3591	104	17	𝑋𝑋	𝑋𝑋	PROPN
american_scientific_journal-3591	104	18	�	�	PROPN
american_scientific_journal-3591	104	19	(1)(𝑘𝑘	(1)(𝑘𝑘	PUNCT
american_scientific_journal-3591	104	20	+	+	NOUN
american_scientific_journal-3591	104	21	1	1	X
american_scientific_journal-3591	104	22	)	)	PUNCT
american_scientific_journal-3591	104	23	=	=	SYM
american_scientific_journal-3591	104	24	�	�	PROPN
american_scientific_journal-3591	104	25	𝑋𝑋(0)(1	𝑋𝑋(0)(1	NOUN
american_scientific_journal-3591	104	26	)	)	PUNCT
american_scientific_journal-3591	104	27	−	−	NOUN
american_scientific_journal-3591	104	28	𝑏𝑏	𝑏𝑏	NOUN
american_scientific_journal-3591	104	29	𝑎𝑎	𝑎𝑎	VERB
american_scientific_journal-3591	104	30	�	�	PROPN
american_scientific_journal-3591	104	31	𝑒𝑒−𝑎𝑎𝑘𝑘	𝑒𝑒−𝑎𝑎𝑘𝑘	PROPN
american_scientific_journal-3591	104	32	+	+	CCONJ
american_scientific_journal-3591	104	33	𝑏𝑏	𝑏𝑏	NOUN
american_scientific_journal-3591	104	34	𝑎𝑎	𝑎𝑎	NOUN
american_scientific_journal-3591	104	35	(	(	PUNCT
american_scientific_journal-3591	104	36	𝑘𝑘	𝑘𝑘	NOUN
american_scientific_journal-3591	104	37	=	=	SYM
american_scientific_journal-3591	104	38	1	1	NUM
american_scientific_journal-3591	104	39	,	,	PUNCT
american_scientific_journal-3591	104	40	2	2	NUM
american_scientific_journal-3591	104	41	,	,	PUNCT
american_scientific_journal-3591	104	42	3	3	NUM
american_scientific_journal-3591	104	43	,	,	PUNCT
american_scientific_journal-3591	104	44	…	…	PUNCT
american_scientific_journal-3591	104	45	)	)	PUNCT
american_scientific_journal-3591	104	46	(	(	PUNCT
american_scientific_journal-3591	104	47	3.10	3.10	NUM
american_scientific_journal-3591	104	48	)	)	PUNCT
american_scientific_journal-3591	104	49	we	we	PRON
american_scientific_journal-3591	104	50	acquired	acquire	VERB
american_scientific_journal-3591	104	51	𝑋𝑋	𝑋𝑋	PROPN
american_scientific_journal-3591	104	52	�	�	PROPN
american_scientific_journal-3591	104	53	(1)from	(1)from	PROPN
american_scientific_journal-3591	104	54	eq	eq	PROPN
american_scientific_journal-3591	104	55	.	.	PUNCT
american_scientific_journal-3591	105	1	(	(	PUNCT
american_scientific_journal-3591	105	2	3.10	3.10	NUM
american_scientific_journal-3591	105	3	)	)	PUNCT
american_scientific_journal-3591	105	4	.	.	PUNCT
american_scientific_journal-3591	106	1	let	let	VERB
american_scientific_journal-3591	106	2	𝑋𝑋	𝑋𝑋	PROPN
american_scientific_journal-3591	106	3	�	�	PROPN
american_scientific_journal-3591	106	4	(0)be	(0)be	PROPN
american_scientific_journal-3591	106	5	the	the	DET
american_scientific_journal-3591	106	6	gm	gm	PROPN
american_scientific_journal-3591	106	7	(	(	PUNCT
american_scientific_journal-3591	106	8	1,1	1,1	NUM
american_scientific_journal-3591	106	9	)	)	PUNCT
american_scientific_journal-3591	106	10	fitted	fit	VERB
american_scientific_journal-3591	106	11	and	and	CCONJ
american_scientific_journal-3591	106	12	predicted	predict	VERB
american_scientific_journal-3591	106	13	series	series	PROPN
american_scientific_journal-3591	106	14	𝑋𝑋	𝑋𝑋	PROPN
american_scientific_journal-3591	106	15	�	�	PROPN
american_scientific_journal-3591	106	16	(0	(0	PROPN
american_scientific_journal-3591	106	17	)	)	PUNCT
american_scientific_journal-3591	106	18	=	=	SYM
american_scientific_journal-3591	106	19	�	�	PROPN
american_scientific_journal-3591	106	20	𝑋𝑋	𝑋𝑋	PROPN
american_scientific_journal-3591	106	21	�	�	PROPN
american_scientific_journal-3591	106	22	(0)(1),𝑋𝑋	(0)(1),𝑋𝑋	PROPN
american_scientific_journal-3591	106	23	�	�	PROPN
american_scientific_journal-3591	106	24	(0)(2	(0)(2	NUM
american_scientific_journal-3591	106	25	)	)	PUNCT
american_scientific_journal-3591	106	26	,	,	PUNCT
american_scientific_journal-3591	106	27	…	…	PUNCT
american_scientific_journal-3591	106	28	,	,	PUNCT
american_scientific_journal-3591	106	29	𝑋𝑋	𝑋𝑋	PROPN
american_scientific_journal-3591	106	30	�	�	PROPN
american_scientific_journal-3591	106	31	(0)(𝑛𝑛	(0)(𝑛𝑛	PROPN
american_scientific_journal-3591	106	32	)	)	PUNCT
american_scientific_journal-3591	106	33	,	,	PUNCT
american_scientific_journal-3591	106	34	…	…	PUNCT
american_scientific_journal-3591	106	35	�	�	PROPN
american_scientific_journal-3591	106	36	,	,	PUNCT
american_scientific_journal-3591	106	37	𝑤𝑤ℎ𝑒𝑒𝑒𝑒𝑒𝑒	𝑤𝑤ℎ𝑒𝑒𝑒𝑒𝑒𝑒	PROPN
american_scientific_journal-3591	106	38	𝑋𝑋	𝑋𝑋	PROPN
american_scientific_journal-3591	106	39	�	�	PROPN
american_scientific_journal-3591	106	40	(0)(1	(0)(1	NUM
american_scientific_journal-3591	106	41	)	)	PUNCT
american_scientific_journal-3591	106	42	=	=	SYM
american_scientific_journal-3591	106	43	𝑋𝑋(0)(1	𝑋𝑋(0)(1	PROPN
american_scientific_journal-3591	106	44	)	)	PUNCT
american_scientific_journal-3591	106	45	(	(	PUNCT
american_scientific_journal-3591	106	46	3.11	3.11	NUM
american_scientific_journal-3591	106	47	)	)	PUNCT
american_scientific_journal-3591	106	48	finally	finally	ADV
american_scientific_journal-3591	106	49	,	,	PUNCT
american_scientific_journal-3591	106	50	to	to	PART
american_scientific_journal-3591	106	51	obtain	obtain	VERB
american_scientific_journal-3591	106	52	predicted	predict	VERB
american_scientific_journal-3591	106	53	value	value	NOUN
american_scientific_journal-3591	106	54	of	of	ADP
american_scientific_journal-3591	106	55	the	the	DET
american_scientific_journal-3591	106	56	primitive	primitive	ADJ
american_scientific_journal-3591	106	57	data	datum	NOUN
american_scientific_journal-3591	106	58	at	at	ADP
american_scientific_journal-3591	106	59	time	time	NOUN
american_scientific_journal-3591	106	60	(	(	PUNCT
american_scientific_journal-3591	106	61	k+1	k+1	NOUN
american_scientific_journal-3591	106	62	)	)	PUNCT
american_scientific_journal-3591	106	63	,	,	PUNCT
american_scientific_journal-3591	106	64	iago	iago	PROPN
american_scientific_journal-3591	106	65	is	be	AUX
american_scientific_journal-3591	106	66	used	use	VERB
american_scientific_journal-3591	106	67	to	to	PART
american_scientific_journal-3591	106	68	establish	establish	VERB
american_scientific_journal-3591	106	69	the	the	DET
american_scientific_journal-3591	106	70	following	follow	VERB
american_scientific_journal-3591	106	71	grey	grey	PROPN
american_scientific_journal-3591	106	72	model	model	NOUN
american_scientific_journal-3591	106	73	:	:	PUNCT
american_scientific_journal-3591	106	74	𝑋𝑋(0)(𝑘𝑘	𝑋𝑋(0)(𝑘𝑘	PROPN
american_scientific_journal-3591	106	75	+	+	CCONJ
american_scientific_journal-3591	106	76	1	1	X
american_scientific_journal-3591	106	77	)	)	PUNCT
american_scientific_journal-3591	106	78	=	=	SYM
american_scientific_journal-3591	106	79	�	�	PROPN
american_scientific_journal-3591	106	80	𝑋𝑋(0)(1	𝑋𝑋(0)(1	NOUN
american_scientific_journal-3591	106	81	)	)	PUNCT
american_scientific_journal-3591	106	82	−	−	NOUN
american_scientific_journal-3591	106	83	𝑏𝑏	𝑏𝑏	NOUN
american_scientific_journal-3591	106	84	𝑎𝑎	𝑎𝑎	VERB
american_scientific_journal-3591	106	85	�	�	PROPN
american_scientific_journal-3591	106	86	𝑒𝑒−𝑎𝑎𝑘𝑘(1	𝑒𝑒−𝑎𝑎𝑘𝑘(1	PROPN
american_scientific_journal-3591	106	87	−	−	PROPN
american_scientific_journal-3591	106	88	𝑒𝑒𝑎𝑎	𝑒𝑒𝑎𝑎	PROPN
american_scientific_journal-3591	106	89	)	)	PUNCT
american_scientific_journal-3591	106	90	(	(	PUNCT
american_scientific_journal-3591	106	91	𝑘𝑘	𝑘𝑘	NOUN
american_scientific_journal-3591	106	92	=	=	SYM
american_scientific_journal-3591	106	93	1	1	NUM
american_scientific_journal-3591	106	94	,	,	PUNCT
american_scientific_journal-3591	106	95	2	2	NUM
american_scientific_journal-3591	106	96	,	,	PUNCT
american_scientific_journal-3591	106	97	3	3	NUM
american_scientific_journal-3591	106	98	,	,	PUNCT
american_scientific_journal-3591	106	99	…	…	PUNCT
american_scientific_journal-3591	106	100	)	)	PUNCT
american_scientific_journal-3591	106	101	(	(	PUNCT
american_scientific_journal-3591	106	102	3.12	3.12	NUM
american_scientific_journal-3591	106	103	)	)	PUNCT
american_scientific_journal-3591	106	104	in	in	ADP
american_scientific_journal-3591	106	105	general	general	ADJ
american_scientific_journal-3591	106	106	,	,	PUNCT
american_scientific_journal-3591	106	107	gm	gm	PROPN
american_scientific_journal-3591	106	108	(	(	PUNCT
american_scientific_journal-3591	106	109	1	1	NUM
american_scientific_journal-3591	106	110	,	,	PUNCT
american_scientific_journal-3591	106	111	1	1	NUM
american_scientific_journal-3591	106	112	)	)	PUNCT
american_scientific_journal-3591	106	113	is	be	AUX
american_scientific_journal-3591	106	114	constructed	construct	VERB
american_scientific_journal-3591	106	115	on	on	ADP
american_scientific_journal-3591	106	116	a	a	DET
american_scientific_journal-3591	106	117	single	single	ADJ
american_scientific_journal-3591	106	118	sequence	sequence	NOUN
american_scientific_journal-3591	106	119	,	,	PUNCT
american_scientific_journal-3591	106	120	it	it	PRON
american_scientific_journal-3591	106	121	use	use	VERB
american_scientific_journal-3591	106	122	behavioral	behavioral	ADJ
american_scientific_journal-3591	106	123	sequence	sequence	NOUN
american_scientific_journal-3591	106	124	of	of	ADP
american_scientific_journal-3591	106	125	the	the	DET
american_scientific_journal-3591	106	126	system	system	NOUN
american_scientific_journal-3591	106	127	without	without	ADP
american_scientific_journal-3591	106	128	considering	consider	VERB
american_scientific_journal-3591	106	129	any	any	DET
american_scientific_journal-3591	106	130	external	external	ADJ
american_scientific_journal-3591	106	131	action	action	NOUN
american_scientific_journal-3591	106	132	sequences	sequence	NOUN
american_scientific_journal-3591	106	133	.	.	PUNCT
american_scientific_journal-3591	107	1	3.4	3.4	NUM
american_scientific_journal-3591	107	2	.	.	PUNCT
american_scientific_journal-3591	107	3	evaluation	evaluation	NOUN
american_scientific_journal-3591	107	4	of	of	ADP
american_scientific_journal-3591	107	5	volatility	volatility	NOUN
american_scientific_journal-3591	107	6	forecasts	forecast	VERB
american_scientific_journal-3591	107	7	the	the	DET
american_scientific_journal-3591	107	8	forecasting	forecasting	NOUN
american_scientific_journal-3591	107	9	method	method	NOUN
american_scientific_journal-3591	107	10	is	be	AUX
american_scientific_journal-3591	107	11	implemented	implement	VERB
american_scientific_journal-3591	107	12	to	to	PART
american_scientific_journal-3591	107	13	predict	predict	VERB
american_scientific_journal-3591	107	14	future	future	ADJ
american_scientific_journal-3591	107	15	results	result	NOUN
american_scientific_journal-3591	107	16	via	via	ADP
american_scientific_journal-3591	107	17	present	present	ADJ
american_scientific_journal-3591	107	18	incomplete	incomplete	ADJ
american_scientific_journal-3591	107	19	information	information	NOUN
american_scientific_journal-3591	107	20	;	;	PUNCT
american_scientific_journal-3591	107	21	thus	thus	ADV
american_scientific_journal-3591	107	22	,	,	PUNCT
american_scientific_journal-3591	107	23	it	it	PRON
american_scientific_journal-3591	107	24	always	always	ADV
american_scientific_journal-3591	107	25	carries	carry	VERB
american_scientific_journal-3591	107	26	errors	error	NOUN
american_scientific_journal-3591	107	27	and	and	CCONJ
american_scientific_journal-3591	107	28	risks	risk	NOUN
american_scientific_journal-3591	107	29	.	.	PUNCT
american_scientific_journal-3591	108	1	hence	hence	ADV
american_scientific_journal-3591	108	2	,	,	PUNCT
american_scientific_journal-3591	108	3	a	a	DET
american_scientific_journal-3591	108	4	mean	mean	ADJ
american_scientific_journal-3591	108	5	absolute	absolute	ADJ
american_scientific_journal-3591	108	6	percent	percent	NOUN
american_scientific_journal-3591	108	7	error	error	NOUN
american_scientific_journal-3591	108	8	(	(	PUNCT
american_scientific_journal-3591	108	9	mape	mape	NOUN
american_scientific_journal-3591	108	10	)	)	PUNCT
american_scientific_journal-3591	108	11	is	be	AUX
american_scientific_journal-3591	108	12	employed	employ	VERB
american_scientific_journal-3591	108	13	to	to	PART
american_scientific_journal-3591	108	14	measure	measure	VERB
american_scientific_journal-3591	108	15	the	the	DET
american_scientific_journal-3591	108	16	accuracy	accuracy	NOUN
american_scientific_journal-3591	108	17	values	value	NOUN
american_scientific_journal-3591	108	18	in	in	ADP
american_scientific_journal-3591	108	19	statistics	statistic	NOUN
american_scientific_journal-3591	108	20	.	.	PUNCT
american_scientific_journal-3591	109	1	the	the	DET
american_scientific_journal-3591	109	2	smaller	small	ADJ
american_scientific_journal-3591	109	3	value	value	NOUN
american_scientific_journal-3591	109	4	of	of	ADP
american_scientific_journal-3591	109	5	mape	mape	NOUN
american_scientific_journal-3591	109	6	demonstrates	demonstrate	VERB
american_scientific_journal-3591	109	7	that	that	SCONJ
american_scientific_journal-3591	109	8	the	the	DET
american_scientific_journal-3591	109	9	forecasting	forecasting	NOUN
american_scientific_journal-3591	109	10	value	value	NOUN
american_scientific_journal-3591	109	11	is	be	AUX
american_scientific_journal-3591	109	12	more	more	ADV
american_scientific_journal-3591	109	13	american	american	ADJ
american_scientific_journal-3591	109	14	scientific	scientific	ADJ
american_scientific_journal-3591	109	15	research	research	NOUN
american_scientific_journal-3591	109	16	journal	journal	NOUN
american_scientific_journal-3591	109	17	for	for	ADP
american_scientific_journal-3591	109	18	engineering	engineering	NOUN
american_scientific_journal-3591	109	19	,	,	PUNCT
american_scientific_journal-3591	109	20	technology	technology	NOUN
american_scientific_journal-3591	109	21	,	,	PUNCT
american_scientific_journal-3591	109	22	and	and	CCONJ
american_scientific_journal-3591	109	23	sciences	science	NOUN
american_scientific_journal-3591	109	24	(	(	PUNCT
american_scientific_journal-3591	109	25	asrjets	asrjet	NOUN
american_scientific_journal-3591	109	26	)	)	PUNCT
american_scientific_journal-3591	109	27	(	(	PUNCT
american_scientific_journal-3591	109	28	2017	2017	NUM
american_scientific_journal-3591	109	29	)	)	PUNCT
american_scientific_journal-3591	109	30	volume	volume	NOUN
american_scientific_journal-3591	109	31	38	38	NUM
american_scientific_journal-3591	109	32	,	,	PUNCT
american_scientific_journal-3591	109	33	no	no	DET
american_scientific_journal-3591	109	34	1	1	NUM
american_scientific_journal-3591	109	35	,	,	PUNCT
american_scientific_journal-3591	109	36	pp	pp	ADV
american_scientific_journal-3591	109	37	33	33	NUM
american_scientific_journal-3591	109	38	-	-	SYM
american_scientific_journal-3591	109	39	47	47	NUM
american_scientific_journal-3591	109	40	39	39	NUM
american_scientific_journal-3591	109	41	reasonable	reasonable	ADJ
american_scientific_journal-3591	109	42	.	.	PUNCT
american_scientific_journal-3591	110	1	stevenson	stevenson	NOUN
american_scientific_journal-3591	110	2	and	and	CCONJ
american_scientific_journal-3591	110	3	sum	sum	NOUN
american_scientific_journal-3591	110	4	(	(	PUNCT
american_scientific_journal-3591	110	5	2010	2010	NUM
american_scientific_journal-3591	110	6	)	)	PUNCT
american_scientific_journal-3591	110	7	stated	state	VERB
american_scientific_journal-3591	110	8	mape	mape	NOUN
american_scientific_journal-3591	110	9	in	in	ADP
american_scientific_journal-3591	110	10	their	their	PRON
american_scientific_journal-3591	110	11	book	book	NOUN
american_scientific_journal-3591	110	12	as	as	ADP
american_scientific_journal-3591	110	13	the	the	DET
american_scientific_journal-3591	110	14	following	follow	VERB
american_scientific_journal-3591	110	15	equation	equation	NOUN
american_scientific_journal-3591	110	16	[	[	X
american_scientific_journal-3591	110	17	22	22	NUM
american_scientific_journal-3591	110	18	]	]	X
american_scientific_journal-3591	110	19	:	:	PUNCT
american_scientific_journal-3591	110	20	mape	mape	NOUN
american_scientific_journal-3591	110	21	=	=	SYM
american_scientific_journal-3591	110	22	1	1	NUM
american_scientific_journal-3591	110	23	n	n	PRON
american_scientific_journal-3591	110	24	�	�	PROPN
american_scientific_journal-3591	110	25	|actualt−forecastt|	|actualt−forecastt|	NOUN
american_scientific_journal-3591	110	26	actualt	actualt	NOUN
american_scientific_journal-3591	110	27	×	×	NOUN
american_scientific_journal-3591	110	28	100	100	NUM
american_scientific_journal-3591	110	29	n	n	NOUN
american_scientific_journal-3591	110	30	t=1	t=1	PROPN
american_scientific_journal-3591	110	31	;	;	PUNCT
american_scientific_journal-3591	110	32	where	where	SCONJ
american_scientific_journal-3591	110	33	n	n	PRON
american_scientific_journal-3591	110	34	is	be	AUX
american_scientific_journal-3591	110	35	number	number	NOUN
american_scientific_journal-3591	110	36	of	of	ADP
american_scientific_journal-3591	110	37	periods	period	NOUN
american_scientific_journal-3591	110	38	.	.	PUNCT
american_scientific_journal-3591	111	1	(	(	PUNCT
american_scientific_journal-3591	111	2	3.13	3.13	NUM
american_scientific_journal-3591	111	3	)	)	PUNCT
american_scientific_journal-3591	111	4	the	the	DET
american_scientific_journal-3591	111	5	grade	grade	NOUN
american_scientific_journal-3591	111	6	of	of	ADP
american_scientific_journal-3591	111	7	mape	mape	NOUN
american_scientific_journal-3591	111	8	declare	declare	VERB
american_scientific_journal-3591	111	9	the	the	DET
american_scientific_journal-3591	111	10	forecasting	forecasting	NOUN
american_scientific_journal-3591	111	11	reliability	reliability	NOUN
american_scientific_journal-3591	111	12	as	as	ADP
american_scientific_journal-3591	111	13	in	in	ADP
american_scientific_journal-3591	111	14	table	table	NOUN
american_scientific_journal-3591	111	15	3	3	NUM
american_scientific_journal-3591	111	16	:	:	PUNCT
american_scientific_journal-3591	111	17	table	table	NOUN
american_scientific_journal-3591	111	18	3	3	NUM
american_scientific_journal-3591	111	19	:	:	PUNCT
american_scientific_journal-3591	111	20	the	the	DET
american_scientific_journal-3591	111	21	grades	grade	NOUN
american_scientific_journal-3591	111	22	of	of	ADP
american_scientific_journal-3591	111	23	mape	mape	NOUN
american_scientific_journal-3591	111	24	mape	mape	NOUN
american_scientific_journal-3591	111	25	evaluation	evaluation	NOUN
american_scientific_journal-3591	111	26	≤10	≤10	PROPN
american_scientific_journal-3591	111	27	10÷20	10÷20	PROPN
american_scientific_journal-3591	111	28	20÷50	20÷50	NUM
american_scientific_journal-3591	111	29	≥50	≥50	NOUN
american_scientific_journal-3591	111	30	accuracy	accuracy	NOUN
american_scientific_journal-3591	111	31	level	level	NOUN
american_scientific_journal-3591	111	32	excellent	excellent	ADJ
american_scientific_journal-3591	111	33	good	good	ADJ
american_scientific_journal-3591	111	34	qualified	qualified	ADJ
american_scientific_journal-3591	111	35	unqualified	unqualified	ADJ
american_scientific_journal-3591	111	36	source	source	NOUN
american_scientific_journal-3591	111	37	:	:	PUNCT
american_scientific_journal-3591	111	38	synthetic	synthetic	NOUN
american_scientific_journal-3591	111	39	by	by	ADP
american_scientific_journal-3591	111	40	researcher	researcher	NOUN
american_scientific_journal-3591	111	41	[	[	X
american_scientific_journal-3591	111	42	23	23	NUM
american_scientific_journal-3591	111	43	]	]	SYM
american_scientific_journal-3591	111	44	3.5	3.5	NUM
american_scientific_journal-3591	111	45	.	.	PUNCT
american_scientific_journal-3591	112	1	mamquist	mamquist	NOUN
american_scientific_journal-3591	112	2	productivity	productivity	PROPN
american_scientific_journal-3591	112	3	index	index	NOUN
american_scientific_journal-3591	112	4	(	(	PUNCT
american_scientific_journal-3591	112	5	mpi	mpi	ADJ
american_scientific_journal-3591	112	6	)	)	PUNCT
american_scientific_journal-3591	112	7	malmquist	malmquist	NOUN
american_scientific_journal-3591	112	8	productivity	productivity	NOUN
american_scientific_journal-3591	112	9	index	index	NOUN
american_scientific_journal-3591	112	10	(	(	PUNCT
american_scientific_journal-3591	112	11	mpi	mpi	PROPN
american_scientific_journal-3591	112	12	)	)	PUNCT
american_scientific_journal-3591	112	13	was	be	AUX
american_scientific_journal-3591	112	14	used	use	VERB
american_scientific_journal-3591	112	15	to	to	PART
american_scientific_journal-3591	112	16	calculate	calculate	VERB
american_scientific_journal-3591	112	17	productivity	productivity	NOUN
american_scientific_journal-3591	112	18	changes	change	NOUN
american_scientific_journal-3591	112	19	of	of	ADP
american_scientific_journal-3591	112	20	many	many	ADJ
american_scientific_journal-3591	112	21	decision	decision	NOUN
american_scientific_journal-3591	112	22	making	make	VERB
american_scientific_journal-3591	112	23	unit	unit	NOUN
american_scientific_journal-3591	112	24	entities	entity	NOUN
american_scientific_journal-3591	112	25	.	.	PUNCT
american_scientific_journal-3591	113	1	mpi	mpi	PROPN
american_scientific_journal-3591	113	2	provides	provide	VERB
american_scientific_journal-3591	113	3	performance	performance	NOUN
american_scientific_journal-3591	113	4	analysis	analysis	NOUN
american_scientific_journal-3591	113	5	over	over	ADP
american_scientific_journal-3591	113	6	a	a	DET
american_scientific_journal-3591	113	7	period	period	NOUN
american_scientific_journal-3591	113	8	time	time	NOUN
american_scientific_journal-3591	113	9	based	base	VERB
american_scientific_journal-3591	113	10	on	on	ADP
american_scientific_journal-3591	113	11	dea	dea	PROPN
american_scientific_journal-3591	113	12	model	model	PROPN
american_scientific_journal-3591	113	13	.	.	PUNCT
american_scientific_journal-3591	114	1	the	the	DET
american_scientific_journal-3591	114	2	mpi	mpi	PROPN
american_scientific_journal-3591	114	3	denotes	denote	VERB
american_scientific_journal-3591	114	4	two	two	NUM
american_scientific_journal-3591	114	5	major	major	ADJ
american_scientific_journal-3591	114	6	component	component	NOUN
american_scientific_journal-3591	114	7	productivity	productivity	NOUN
american_scientific_journal-3591	114	8	change	change	NOUN
american_scientific_journal-3591	114	9	including	include	VERB
american_scientific_journal-3591	114	10	efficient	efficient	ADJ
american_scientific_journal-3591	114	11	change	change	NOUN
american_scientific_journal-3591	114	12	(	(	PUNCT
american_scientific_journal-3591	114	13	catch	catch	NOUN
american_scientific_journal-3591	114	14	-	-	PUNCT
american_scientific_journal-3591	114	15	up	up	NOUN
american_scientific_journal-3591	114	16	)	)	PUNCT
american_scientific_journal-3591	114	17	and	and	CCONJ
american_scientific_journal-3591	114	18	technical	technical	ADJ
american_scientific_journal-3591	114	19	change	change	NOUN
american_scientific_journal-3591	114	20	(	(	PUNCT
american_scientific_journal-3591	114	21	frontier	frontier	NOUN
american_scientific_journal-3591	114	22	-	-	PUNCT
american_scientific_journal-3591	114	23	shift	shift	NOUN
american_scientific_journal-3591	114	24	or	or	CCONJ
american_scientific_journal-3591	114	25	innovation	innovation	NOUN
american_scientific_journal-3591	114	26	)	)	PUNCT
american_scientific_journal-3591	114	27	.	.	PUNCT
american_scientific_journal-3591	115	1	mpi	mpi	PROPN
american_scientific_journal-3591	116	1	>	>	X
american_scientific_journal-3591	116	2	1	1	NUM
american_scientific_journal-3591	116	3	means	mean	VERB
american_scientific_journal-3591	116	4	that	that	SCONJ
american_scientific_journal-3591	116	5	productivity	productivity	NOUN
american_scientific_journal-3591	116	6	increases	increase	NOUN
american_scientific_journal-3591	116	7	;	;	PUNCT
american_scientific_journal-3591	116	8	while	while	SCONJ
american_scientific_journal-3591	116	9	mpi=	mpi=	PROPN
american_scientific_journal-3591	116	10	1	1	NUM
american_scientific_journal-3591	116	11	means	mean	VERB
american_scientific_journal-3591	116	12	productivity	productivity	NOUN
american_scientific_journal-3591	116	13	do	do	AUX
american_scientific_journal-3591	116	14	not	not	PART
american_scientific_journal-3591	116	15	change	change	VERB
american_scientific_journal-3591	116	16	;	;	PUNCT
american_scientific_journal-3591	116	17	and	and	CCONJ
american_scientific_journal-3591	116	18	mpi	mpi	VERB
american_scientific_journal-3591	116	19	<	<	X
american_scientific_journal-3591	116	20	1	1	NUM
american_scientific_journal-3591	116	21	demonstrates	demonstrate	VERB
american_scientific_journal-3591	116	22	that	that	SCONJ
american_scientific_journal-3591	116	23	productivity	productivity	NOUN
american_scientific_journal-3591	116	24	decreases	decrease	NOUN
american_scientific_journal-3591	116	25	(	(	PUNCT
american_scientific_journal-3591	116	26	from	from	ADP
american_scientific_journal-3591	116	27	period	period	NOUN
american_scientific_journal-3591	116	28	t	t	NOUN
american_scientific_journal-3591	116	29	to	to	ADP
american_scientific_journal-3591	116	30	another	another	DET
american_scientific_journal-3591	116	31	t+1	t+1	NUM
american_scientific_journal-3591	116	32	)	)	PUNCT
american_scientific_journal-3591	116	33	.	.	PUNCT
american_scientific_journal-3591	117	1	the	the	DET
american_scientific_journal-3591	117	2	efficient	efficient	ADJ
american_scientific_journal-3591	117	3	change	change	NOUN
american_scientific_journal-3591	117	4	and	and	CCONJ
american_scientific_journal-3591	117	5	technical	technical	ADJ
american_scientific_journal-3591	117	6	change	change	NOUN
american_scientific_journal-3591	117	7	can	can	AUX
american_scientific_journal-3591	117	8	be	be	AUX
american_scientific_journal-3591	117	9	formulated	formulate	VERB
american_scientific_journal-3591	117	10	as	as	ADP
american_scientific_journal-3591	117	11	follow	follow	NOUN
american_scientific_journal-3591	117	12	equation	equation	NOUN
american_scientific_journal-3591	117	13	(	(	PUNCT
american_scientific_journal-3591	117	14	coelli	coelli	PROPN
american_scientific_journal-3591	117	15	and	and	CCONJ
american_scientific_journal-3591	117	16	his	his	PRON
american_scientific_journal-3591	117	17	colleagues	colleague	NOUN
american_scientific_journal-3591	117	18	2005	2005	NUM
american_scientific_journal-3591	117	19	)	)	PUNCT
american_scientific_journal-3591	118	1	[	[	X
american_scientific_journal-3591	118	2	24	24	NUM
american_scientific_journal-3591	118	3	]	]	NOUN
american_scientific_journal-3591	118	4	:	:	PUNCT
american_scientific_journal-3591	118	5	catch	catch	VERB
american_scientific_journal-3591	118	6	-	-	PUNCT
american_scientific_journal-3591	118	7	up	up	ADP
american_scientific_journal-3591	118	8	=	=	PUNCT
american_scientific_journal-3591	118	9	𝛿𝛿𝑖𝑖	𝛿𝛿𝑖𝑖	PROPN
american_scientific_journal-3591	118	10	𝑡𝑡+1	𝑡𝑡+1	NOUN
american_scientific_journal-3591	118	11	�	�	PROPN
american_scientific_journal-3591	118	12	𝑥𝑥0	𝑥𝑥0	NOUN
american_scientific_journal-3591	118	13	,	,	PUNCT
american_scientific_journal-3591	118	14	𝑦𝑦0	𝑦𝑦0	PROPN
american_scientific_journal-3591	118	15	�	�	PROPN
american_scientific_journal-3591	118	16	𝑡𝑡+1	𝑡𝑡+1	NOUN
american_scientific_journal-3591	118	17	𝛿𝛿𝑖𝑖	𝛿𝛿𝑖𝑖	PROPN
american_scientific_journal-3591	118	18	𝑡𝑡	𝑡𝑡	NOUN
american_scientific_journal-3591	118	19	�	�	PROPN
american_scientific_journal-3591	118	20	𝑥𝑥0	𝑥𝑥0	NOUN
american_scientific_journal-3591	118	21	,	,	PUNCT
american_scientific_journal-3591	118	22	𝑦𝑦0	𝑦𝑦0	PROPN
american_scientific_journal-3591	118	23	�	�	PROPN
american_scientific_journal-3591	118	24	𝑡𝑡	𝑡𝑡	ADJ
american_scientific_journal-3591	118	25	and	and	CCONJ
american_scientific_journal-3591	118	26	frontier	frontier	NOUN
american_scientific_journal-3591	118	27	-	-	PUNCT
american_scientific_journal-3591	118	28	shift	shift	NOUN
american_scientific_journal-3591	118	29	=	=	PUNCT
american_scientific_journal-3591	118	30	�	�	PROPN
american_scientific_journal-3591	118	31	𝛿𝛿𝑖𝑖	𝛿𝛿𝑖𝑖	PROPN
american_scientific_journal-3591	118	32	𝑡𝑡	𝑡𝑡	PROPN
american_scientific_journal-3591	118	33	�	�	PROPN
american_scientific_journal-3591	118	34	𝑥𝑥0	𝑥𝑥0	NOUN
american_scientific_journal-3591	118	35	,	,	PUNCT
american_scientific_journal-3591	118	36	𝑦𝑦0	𝑦𝑦0	PROPN
american_scientific_journal-3591	118	37	�	�	PROPN
american_scientific_journal-3591	118	38	𝑡𝑡	𝑡𝑡	ADJ
american_scientific_journal-3591	118	39	𝛿𝛿𝑖𝑖	𝛿𝛿𝑖𝑖	PROPN
american_scientific_journal-3591	118	40	𝑡𝑡+1	𝑡𝑡+1	NOUN
american_scientific_journal-3591	118	41	�	�	PROPN
american_scientific_journal-3591	118	42	𝑥𝑥0	𝑥𝑥0	NOUN
american_scientific_journal-3591	118	43	,	,	PUNCT
american_scientific_journal-3591	118	44	𝑦𝑦0	𝑦𝑦0	PROPN
american_scientific_journal-3591	118	45	�	�	PROPN
american_scientific_journal-3591	118	46	𝑡𝑡	𝑡𝑡	PROPN
american_scientific_journal-3591	118	47	×	×	PROPN
american_scientific_journal-3591	118	48	𝛿𝛿𝑖𝑖	𝛿𝛿𝑖𝑖	PROPN
american_scientific_journal-3591	118	49	𝑡𝑡	𝑡𝑡	PROPN
american_scientific_journal-3591	118	50	�	�	PROPN
american_scientific_journal-3591	118	51	𝑥𝑥0	𝑥𝑥0	NOUN
american_scientific_journal-3591	118	52	,	,	PUNCT
american_scientific_journal-3591	118	53	𝑦𝑦0	𝑦𝑦0	PROPN
american_scientific_journal-3591	118	54	�	�	PROPN
american_scientific_journal-3591	118	55	𝑡𝑡+1	𝑡𝑡+1	NOUN
american_scientific_journal-3591	118	56	𝛿𝛿𝑖𝑖	𝛿𝛿𝑖𝑖	PROPN
american_scientific_journal-3591	118	57	𝑡𝑡+1	𝑡𝑡+1	NOUN
american_scientific_journal-3591	118	58	�	�	PROPN
american_scientific_journal-3591	118	59	𝑥𝑥0	𝑥𝑥0	NOUN
american_scientific_journal-3591	118	60	,	,	PUNCT
american_scientific_journal-3591	118	61	𝑦𝑦0	𝑦𝑦0	PROPN
american_scientific_journal-3591	118	62	�	�	PROPN
american_scientific_journal-3591	118	63	𝑡𝑡+1	𝑡𝑡+1	NOUN
american_scientific_journal-3591	118	64	�	�	PROPN
american_scientific_journal-3591	118	65	1/2	1/2	NUM
american_scientific_journal-3591	118	66	(	(	PUNCT
american_scientific_journal-3591	118	67	3.14	3.14	NUM
american_scientific_journal-3591	118	68	)	)	PUNCT
american_scientific_journal-3591	118	69	where	where	SCONJ
american_scientific_journal-3591	118	70	�	�	NOUN
american_scientific_journal-3591	118	71	𝑥𝑥0	𝑥𝑥0	NOUN
american_scientific_journal-3591	118	72	,	,	PUNCT
american_scientific_journal-3591	118	73	𝑦𝑦0	𝑦𝑦0	PROPN
american_scientific_journal-3591	118	74	�	�	PROPN
american_scientific_journal-3591	118	75	𝑡𝑡	𝑡𝑡	PROPN
american_scientific_journal-3591	118	76	and	and	CCONJ
american_scientific_journal-3591	118	77	�	�	PROPN
american_scientific_journal-3591	118	78	𝑥𝑥0	𝑥𝑥0	NOUN
american_scientific_journal-3591	118	79	,	,	PUNCT
american_scientific_journal-3591	118	80	𝑦𝑦0	𝑦𝑦0	PROPN
american_scientific_journal-3591	118	81	�	�	PROPN
american_scientific_journal-3591	118	82	𝑡𝑡+1	𝑡𝑡+1	NOUN
american_scientific_journal-3591	118	83	denote	denote	VERB
american_scientific_journal-3591	118	84	the	the	DET
american_scientific_journal-3591	118	85	dmu	dmu	PROPN
american_scientific_journal-3591	118	86	data	datum	NOUN
american_scientific_journal-3591	118	87	in	in	ADP
american_scientific_journal-3591	118	88	periods	period	NOUN
american_scientific_journal-3591	118	89	t	t	PROPN
american_scientific_journal-3591	118	90	and	and	CCONJ
american_scientific_journal-3591	118	91	(	(	PUNCT
american_scientific_journal-3591	118	92	t+1	t+1	PROPN
american_scientific_journal-3591	118	93	)	)	PUNCT
american_scientific_journal-3591	118	94	;	;	PUNCT
american_scientific_journal-3591	118	95	𝛿𝛿𝑖𝑖𝑡𝑡	𝛿𝛿𝑖𝑖𝑡𝑡	PROPN
american_scientific_journal-3591	118	96	�	�	PROPN
american_scientific_journal-3591	118	97	𝑥𝑥0	𝑥𝑥0	PROPN
american_scientific_journal-3591	118	98	,	,	PUNCT
american_scientific_journal-3591	118	99	𝑦𝑦0	𝑦𝑦0	PROPN
american_scientific_journal-3591	118	100	�	�	PROPN
american_scientific_journal-3591	118	101	𝑡𝑡	𝑡𝑡	PROPN
american_scientific_journal-3591	118	102	and	and	CCONJ
american_scientific_journal-3591	118	103	𝛿𝛿𝑖𝑖𝑡𝑡	𝛿𝛿𝑖𝑖𝑡𝑡	PROPN
american_scientific_journal-3591	118	104	�	�	PROPN
american_scientific_journal-3591	118	105	𝑥𝑥0	𝑥𝑥0	NOUN
american_scientific_journal-3591	118	106	,	,	PUNCT
american_scientific_journal-3591	118	107	𝑦𝑦0	𝑦𝑦0	PROPN
american_scientific_journal-3591	118	108	�	�	PROPN
american_scientific_journal-3591	118	109	𝑡𝑡+1	𝑡𝑡+1	NOUN
american_scientific_journal-3591	118	110	represent	represent	VERB
american_scientific_journal-3591	118	111	the	the	DET
american_scientific_journal-3591	118	112	efficiencies	efficiency	NOUN
american_scientific_journal-3591	118	113	in	in	ADP
american_scientific_journal-3591	118	114	period	period	NOUN
american_scientific_journal-3591	118	115	t	t	PROPN
american_scientific_journal-3591	118	116	frontier	frontier	NOUN
american_scientific_journal-3591	118	117	;	;	PUNCT
american_scientific_journal-3591	118	118	𝛿𝛿𝑖𝑖𝑡𝑡+1	𝛿𝛿𝑖𝑖𝑡𝑡+1	NOUN
american_scientific_journal-3591	118	119	�	�	NOUN
american_scientific_journal-3591	118	120	𝑥𝑥0	𝑥𝑥0	NOUN
american_scientific_journal-3591	118	121	,	,	PUNCT
american_scientific_journal-3591	118	122	𝑦𝑦0	𝑦𝑦0	PROPN
american_scientific_journal-3591	118	123	�	�	PROPN
american_scientific_journal-3591	118	124	𝑡𝑡	𝑡𝑡	PROPN
american_scientific_journal-3591	118	125	and	and	CCONJ
american_scientific_journal-3591	118	126	𝛿𝛿𝑖𝑖𝑡𝑡+1	𝛿𝛿𝑖𝑖𝑡𝑡+1	NOUN
american_scientific_journal-3591	118	127	�	�	NOUN
american_scientific_journal-3591	118	128	𝑥𝑥0	𝑥𝑥0	NOUN
american_scientific_journal-3591	118	129	,	,	PUNCT
american_scientific_journal-3591	118	130	𝑦𝑦0	𝑦𝑦0	PROPN
american_scientific_journal-3591	118	131	�	�	PROPN
american_scientific_journal-3591	118	132	𝑡𝑡+1	𝑡𝑡+1	NOUN
american_scientific_journal-3591	118	133	represent	represent	VERB
american_scientific_journal-3591	118	134	the	the	DET
american_scientific_journal-3591	118	135	efficiencies	efficiency	NOUN
american_scientific_journal-3591	118	136	in	in	ADP
american_scientific_journal-3591	118	137	period	period	NOUN
american_scientific_journal-3591	118	138	(	(	PUNCT
american_scientific_journal-3591	118	139	t+1	t+1	NUM
american_scientific_journal-3591	118	140	)	)	PUNCT
american_scientific_journal-3591	118	141	.	.	PUNCT
american_scientific_journal-3591	119	1	the	the	DET
american_scientific_journal-3591	119	2	mpi	mpi	PROPN
american_scientific_journal-3591	119	3	can	can	AUX
american_scientific_journal-3591	119	4	be	be	AUX
american_scientific_journal-3591	119	5	further	far	ADV
american_scientific_journal-3591	119	6	interpreted	interpret	VERB
american_scientific_journal-3591	119	7	as	as	ADP
american_scientific_journal-3591	119	8	a	a	DET
american_scientific_journal-3591	119	9	geometric	geometric	ADJ
american_scientific_journal-3591	119	10	average	average	NOUN
american_scientific_journal-3591	119	11	of	of	ADP
american_scientific_journal-3591	119	12	efficient	efficient	ADJ
american_scientific_journal-3591	119	13	change	change	NOUN
american_scientific_journal-3591	119	14	and	and	CCONJ
american_scientific_journal-3591	119	15	technical	technical	ADJ
american_scientific_journal-3591	119	16	change	change	NOUN
american_scientific_journal-3591	119	17	in	in	ADP
american_scientific_journal-3591	119	18	period	period	NOUN
american_scientific_journal-3591	119	19	(	(	PUNCT
american_scientific_journal-3591	119	20	t	t	NOUN
american_scientific_journal-3591	119	21	)	)	PUNCT
american_scientific_journal-3591	119	22	and	and	CCONJ
american_scientific_journal-3591	119	23	period	period	NOUN
american_scientific_journal-3591	119	24	(	(	PUNCT
american_scientific_journal-3591	119	25	t	t	NOUN
american_scientific_journal-3591	119	26	+	+	NOUN
american_scientific_journal-3591	119	27	1	1	NUM
american_scientific_journal-3591	119	28	)	)	PUNCT
american_scientific_journal-3591	119	29	.	.	PUNCT
american_scientific_journal-3591	120	1	mpi	mpi	PROPN
american_scientific_journal-3591	120	2	=	=	PUNCT
american_scientific_journal-3591	120	3	catch	catch	VERB
american_scientific_journal-3591	120	4	-	-	PUNCT
american_scientific_journal-3591	120	5	up×frontier	up×frontier	ADJ
american_scientific_journal-3591	120	6	-	-	PUNCT
american_scientific_journal-3591	120	7	shift	shift	NOUN
american_scientific_journal-3591	120	8	=	=	SYM
american_scientific_journal-3591	120	9	�	�	PROPN
american_scientific_journal-3591	120	10	𝛿𝛿𝑖𝑖	𝛿𝛿𝑖𝑖	ADJ
american_scientific_journal-3591	120	11	𝑡𝑡	𝑡𝑡	PROPN
american_scientific_journal-3591	120	12	�	�	PROPN
american_scientific_journal-3591	120	13	𝑥𝑥0	𝑥𝑥0	NOUN
american_scientific_journal-3591	120	14	,	,	PUNCT
american_scientific_journal-3591	121	1	𝑦𝑦0	𝑦𝑦0	PROPN
american_scientific_journal-3591	121	2	�	�	PROPN
american_scientific_journal-3591	121	3	𝑡𝑡+1	𝑡𝑡+1	NOUN
american_scientific_journal-3591	121	4	𝛿𝛿𝑖𝑖	𝛿𝛿𝑖𝑖	PROPN
american_scientific_journal-3591	121	5	𝑡𝑡	𝑡𝑡	NOUN
american_scientific_journal-3591	121	6	�	�	PROPN
american_scientific_journal-3591	121	7	𝑥𝑥0	𝑥𝑥0	NOUN
american_scientific_journal-3591	121	8	,	,	PUNCT
american_scientific_journal-3591	121	9	𝑦𝑦0	𝑦𝑦0	PROPN
american_scientific_journal-3591	121	10	�	�	PROPN
american_scientific_journal-3591	121	11	𝑡𝑡	𝑡𝑡	PROPN
american_scientific_journal-3591	121	12	×	×	PROPN
american_scientific_journal-3591	121	13	𝛿𝛿𝑖𝑖	𝛿𝛿𝑖𝑖	PROPN
american_scientific_journal-3591	121	14	𝑡𝑡+1	𝑡𝑡+1	NOUN
american_scientific_journal-3591	121	15	�	�	PROPN
american_scientific_journal-3591	121	16	𝑥𝑥0	𝑥𝑥0	NOUN
american_scientific_journal-3591	121	17	,	,	PUNCT
american_scientific_journal-3591	121	18	𝑦𝑦0	𝑦𝑦0	PROPN
american_scientific_journal-3591	121	19	�	�	PROPN
american_scientific_journal-3591	121	20	𝑡𝑡+1	𝑡𝑡+1	NOUN
american_scientific_journal-3591	121	21	𝛿𝛿𝑖𝑖	𝛿𝛿𝑖𝑖	PROPN
american_scientific_journal-3591	121	22	𝑡𝑡+1	𝑡𝑡+1	NOUN
american_scientific_journal-3591	121	23	�	�	PROPN
american_scientific_journal-3591	121	24	𝑥𝑥0	𝑥𝑥0	NOUN
american_scientific_journal-3591	121	25	,	,	PUNCT
american_scientific_journal-3591	121	26	𝑦𝑦0	𝑦𝑦0	PROPN
american_scientific_journal-3591	121	27	�	�	PROPN
american_scientific_journal-3591	121	28	𝑡𝑡	𝑡𝑡	PROPN
american_scientific_journal-3591	121	29	�	�	PROPN
american_scientific_journal-3591	121	30	1/2	1/2	NUM
american_scientific_journal-3591	121	31	(	(	PUNCT
american_scientific_journal-3591	121	32	3.15	3.15	NUM
american_scientific_journal-3591	121	33	)	)	PUNCT
american_scientific_journal-3591	121	34	american	american	ADJ
american_scientific_journal-3591	121	35	scientific	scientific	ADJ
american_scientific_journal-3591	121	36	research	research	NOUN
american_scientific_journal-3591	121	37	journal	journal	NOUN
american_scientific_journal-3591	121	38	for	for	ADP
american_scientific_journal-3591	121	39	engineering	engineering	NOUN
american_scientific_journal-3591	121	40	,	,	PUNCT
american_scientific_journal-3591	121	41	technology	technology	NOUN
american_scientific_journal-3591	121	42	,	,	PUNCT
american_scientific_journal-3591	121	43	and	and	CCONJ
american_scientific_journal-3591	121	44	sciences	science	NOUN
american_scientific_journal-3591	121	45	(	(	PUNCT
american_scientific_journal-3591	121	46	asrjets	asrjet	NOUN
american_scientific_journal-3591	121	47	)	)	PUNCT
american_scientific_journal-3591	121	48	(	(	PUNCT
american_scientific_journal-3591	121	49	2017	2017	NUM
american_scientific_journal-3591	121	50	)	)	PUNCT
american_scientific_journal-3591	121	51	volume	volume	NOUN
american_scientific_journal-3591	121	52	38	38	NUM
american_scientific_journal-3591	121	53	,	,	PUNCT
american_scientific_journal-3591	121	54	no	no	DET
american_scientific_journal-3591	121	55	1	1	NUM
american_scientific_journal-3591	121	56	,	,	PUNCT
american_scientific_journal-3591	121	57	pp	pp	ADV
american_scientific_journal-3591	121	58	33	33	NUM
american_scientific_journal-3591	121	59	-	-	SYM
american_scientific_journal-3591	121	60	47	47	NUM
american_scientific_journal-3591	121	61	40	40	NUM
american_scientific_journal-3591	121	62	4	4	NUM
american_scientific_journal-3591	121	63	.	.	PUNCT
american_scientific_journal-3591	122	1	empirical	empirical	ADJ
american_scientific_journal-3591	122	2	results	result	NOUN
american_scientific_journal-3591	122	3	4.1	4.1	NUM
american_scientific_journal-3591	122	4	.	.	PUNCT
american_scientific_journal-3591	123	1	prediction	prediction	NOUN
american_scientific_journal-3591	123	2	results	result	VERB
american_scientific_journal-3591	123	3	gm	gm	PROPN
american_scientific_journal-3591	123	4	(	(	PUNCT
american_scientific_journal-3591	123	5	1,1	1,1	NUM
american_scientific_journal-3591	123	6	)	)	PUNCT
american_scientific_journal-3591	123	7	model	model	NOUN
american_scientific_journal-3591	123	8	was	be	AUX
american_scientific_journal-3591	123	9	used	use	VERB
american_scientific_journal-3591	123	10	to	to	PART
american_scientific_journal-3591	123	11	predict	predict	VERB
american_scientific_journal-3591	123	12	input	input	NOUN
american_scientific_journal-3591	123	13	and	and	CCONJ
american_scientific_journal-3591	123	14	output	output	NOUN
american_scientific_journal-3591	123	15	variable	variable	NOUN
american_scientific_journal-3591	123	16	of	of	ADP
american_scientific_journal-3591	123	17	all	all	DET
american_scientific_journal-3591	123	18	dmus	dmus	NOUN
american_scientific_journal-3591	123	19	,	,	PUNCT
american_scientific_journal-3591	123	20	in	in	ADP
american_scientific_journal-3591	123	21	next	next	ADJ
american_scientific_journal-3591	123	22	years	year	NOUN
american_scientific_journal-3591	123	23	(	(	PUNCT
american_scientific_journal-3591	123	24	2016	2016	NUM
american_scientific_journal-3591	123	25	–	–	PUNCT
american_scientific_journal-3591	123	26	2017	2017	NUM
american_scientific_journal-3591	123	27	)	)	PUNCT
american_scientific_journal-3591	123	28	,	,	PUNCT
american_scientific_journal-3591	123	29	as	as	ADP
american_scientific_journal-3591	123	30	in	in	ADP
american_scientific_journal-3591	123	31	table	table	NOUN
american_scientific_journal-3591	123	32	4	4	NUM
american_scientific_journal-3591	123	33	.	.	PUNCT
american_scientific_journal-3591	123	34	table	table	NOUN
american_scientific_journal-3591	123	35	4	4	NUM
american_scientific_journal-3591	123	36	:	:	PUNCT
american_scientific_journal-3591	124	1	the	the	DET
american_scientific_journal-3591	124	2	derived	derive	VERB
american_scientific_journal-3591	124	3	prediction	prediction	NOUN
american_scientific_journal-3591	124	4	values	value	NOUN
american_scientific_journal-3591	124	5	of	of	ADP
american_scientific_journal-3591	124	6	15	15	NUM
american_scientific_journal-3591	124	7	dmus	dmus	NOUN
american_scientific_journal-3591	124	8	in	in	ADP
american_scientific_journal-3591	124	9	2016	2016	NUM
american_scientific_journal-3591	124	10	&	&	CCONJ
american_scientific_journal-3591	124	11	2017	2017	NUM
american_scientific_journal-3591	124	12	years	year	NOUN
american_scientific_journal-3591	124	13	dmus	dmus	NOUN
american_scientific_journal-3591	124	14	inputs	input	NOUN
american_scientific_journal-3591	124	15	(	(	PUNCT
american_scientific_journal-3591	124	16	millions	million	NOUN
american_scientific_journal-3591	124	17	of	of	ADP
american_scientific_journal-3591	124	18	us	us	PROPN
american_scientific_journal-3591	124	19	dollars	dollar	NOUN
american_scientific_journal-3591	124	20	)	)	PUNCT
american_scientific_journal-3591	124	21	outputs	output	NOUN
american_scientific_journal-3591	124	22	(	(	PUNCT
american_scientific_journal-3591	124	23	millions	million	NOUN
american_scientific_journal-3591	124	24	of	of	ADP
american_scientific_journal-3591	124	25	us	us	PROPN
american_scientific_journal-3591	124	26	dollars	dollar	NOUN
american_scientific_journal-3591	124	27	)	)	PUNCT
american_scientific_journal-3591	124	28	(	(	PUNCT
american_scientific_journal-3591	124	29	i	i	NOUN
american_scientific_journal-3591	124	30	)	)	PUNCT
american_scientific_journal-3591	124	31	assets	asset	NOUN
american_scientific_journal-3591	124	32	(	(	PUNCT
american_scientific_journal-3591	124	33	i	i	NOUN
american_scientific_journal-3591	124	34	)	)	PUNCT
american_scientific_journal-3591	124	35	equity	equity	NOUN
american_scientific_journal-3591	124	36	(	(	PUNCT
american_scientific_journal-3591	124	37	i	i	NOUN
american_scientific_journal-3591	124	38	)	)	PUNCT
american_scientific_journal-3591	124	39	goodwill	goodwill	NOUN
american_scientific_journal-3591	124	40	(	(	PUNCT
american_scientific_journal-3591	124	41	o	o	NOUN
american_scientific_journal-3591	124	42	)	)	PUNCT
american_scientific_journal-3591	124	43	revenue	revenue	NOUN
american_scientific_journal-3591	124	44	(	(	PUNCT
american_scientific_journal-3591	124	45	o	o	NOUN
american_scientific_journal-3591	124	46	)	)	PUNCT
american_scientific_journal-3591	124	47	net	net	ADJ
american_scientific_journal-3591	124	48	income	income	NOUN
american_scientific_journal-3591	124	49	2016	2016	NUM
american_scientific_journal-3591	124	50	dmu1	dmu1	VERB
american_scientific_journal-3591	124	51	23,720.87	23,720.87	NUM
american_scientific_journal-3591	124	52	13,310.49	13,310.49	NUM
american_scientific_journal-3591	124	53	130.98	130.98	NUM
american_scientific_journal-3591	124	54	33,603.83	33,603.83	NUM
american_scientific_journal-3591	124	55	3,725.00	3,725.00	NUM
american_scientific_journal-3591	124	56	dmu2	dmu2	NOUN
american_scientific_journal-3591	124	57	13,730.45	13,730.45	NUM
american_scientific_journal-3591	124	58	5,542.01	5,542.01	NUM
american_scientific_journal-3591	124	59	1,381.95	1,381.95	NUM
american_scientific_journal-3591	124	60	17,316.29	17,316.29	NUM
american_scientific_journal-3591	124	61	439.07	439.07	NUM
american_scientific_journal-3591	124	62	dmu3	dmu3	NOUN
american_scientific_journal-3591	124	63	7,302.40	7,302.40	NUM
american_scientific_journal-3591	124	64	2,392.15	2,392.15	NUM
american_scientific_journal-3591	124	65	177.35	177.35	NUM
american_scientific_journal-3591	124	66	15,781.97	15,781.97	NOUN
american_scientific_journal-3591	124	67	850.23	850.23	NUM
american_scientific_journal-3591	124	68	dmu4	dmu4	NOUN
american_scientific_journal-3591	124	69	3,307.66	3,307.66	NUM
american_scientific_journal-3591	124	70	1,426.00	1,426.00	NUM
american_scientific_journal-3591	124	71	302.81	302.81	NUM
american_scientific_journal-3591	124	72	4,381.22	4,381.22	NUM
american_scientific_journal-3591	124	73	75.21	75.21	NUM
american_scientific_journal-3591	124	74	dmu5	dmu5	NOUN
american_scientific_journal-3591	124	75	3,179.76	3,179.76	NUM
american_scientific_journal-3591	124	76	1,185.14	1,185.14	NUM
american_scientific_journal-3591	124	77	427.58	427.58	NUM
american_scientific_journal-3591	124	78	3,058.93	3,058.93	NUM
american_scientific_journal-3591	124	79	149.99	149.99	NUM
american_scientific_journal-3591	124	80	dmu6	dmu6	NOUN
american_scientific_journal-3591	124	81	2,731.53	2,731.53	NUM
american_scientific_journal-3591	124	82	1,191.46	1,191.46	NUM
american_scientific_journal-3591	124	83	555.27	555.27	NUM
american_scientific_journal-3591	124	84	2,730.76	2,730.76	NUM
american_scientific_journal-3591	124	85	4.21	4.21	NUM
american_scientific_journal-3591	124	86	dmu7	dmu7	NOUN
american_scientific_journal-3591	124	87	3,048.16	3,048.16	NUM
american_scientific_journal-3591	124	88	1,139.29	1,139.29	NUM
american_scientific_journal-3591	124	89	77.74	77.74	NUM
american_scientific_journal-3591	124	90	1,380.48	1,380.48	NUM
american_scientific_journal-3591	124	91	118.94	118.94	NUM
american_scientific_journal-3591	124	92	dmu8	dmu8	PROPN
american_scientific_journal-3591	124	93	2,452.72	2,452.72	NUM
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american_scientific_journal-3591	124	95	1.58	1.58	NUM
american_scientific_journal-3591	124	96	4,059.93	4,059.93	NUM
american_scientific_journal-3591	124	97	413.01	413.01	NUM
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american_scientific_journal-3591	124	99	1,459.16	1,459.16	NUM
american_scientific_journal-3591	124	100	1,235.03	1,235.03	NUM
american_scientific_journal-3591	124	101	23.64	23.64	NUM
american_scientific_journal-3591	124	102	2,058.34	2,058.34	NUM
american_scientific_journal-3591	124	103	233.89	233.89	NUM
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american_scientific_journal-3591	124	105	734.25	734.25	NUM
american_scientific_journal-3591	124	106	387.38	387.38	NUM
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american_scientific_journal-3591	124	108	1,069.85	1,069.85	NUM
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american_scientific_journal-3591	124	110	dmu11	dmu11	VERB
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american_scientific_journal-3591	124	114	160.42	160.42	NUM
american_scientific_journal-3591	124	115	0.18	0.18	NUM
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american_scientific_journal-3591	124	117	772.67	772.67	NUM
american_scientific_journal-3591	124	118	14.39	14.39	NUM
american_scientific_journal-3591	124	119	190.67	190.67	NUM
american_scientific_journal-3591	124	120	412.68	412.68	NUM
american_scientific_journal-3591	124	121	21.63	21.63	NUM
american_scientific_journal-3591	124	122	dmu13	dmu13	PROPN
american_scientific_journal-3591	124	123	456.32	456.32	NUM
american_scientific_journal-3591	124	124	149.66	149.66	NUM
american_scientific_journal-3591	124	125	8.73	8.73	NUM
american_scientific_journal-3591	124	126	413.63	413.63	NUM
american_scientific_journal-3591	124	127	12.52	12.52	NUM
american_scientific_journal-3591	124	128	dmu14	dmu14	VERB
american_scientific_journal-3591	124	129	139.71	139.71	NUM
american_scientific_journal-3591	124	130	100.33	100.33	NUM
american_scientific_journal-3591	124	131	24.46	24.46	NUM
american_scientific_journal-3591	124	132	166.51	166.51	NUM
american_scientific_journal-3591	124	133	12.94	12.94	NUM
american_scientific_journal-3591	124	134	dmu15	dmu15	PROPN
american_scientific_journal-3591	124	135	123.74	123.74	NUM
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american_scientific_journal-3591	124	137	16.45	16.45	NUM
american_scientific_journal-3591	124	138	205.47	205.47	NUM
american_scientific_journal-3591	124	139	-5.70	-5.70	NUM
american_scientific_journal-3591	124	140	2017	2017	NUM
american_scientific_journal-3591	124	141	dmu1	dmu1	PROPN
american_scientific_journal-3591	124	142	26,401.15	26,401.15	NUM
american_scientific_journal-3591	124	143	14,313.73	14,313.73	NUM
american_scientific_journal-3591	124	144	130.97	130.97	NUM
american_scientific_journal-3591	124	145	36,947.59	36,947.59	NUM
american_scientific_journal-3591	124	146	4,307.19	4,307.19	NUM
american_scientific_journal-3591	124	147	dmu2	dmu2	NOUN
american_scientific_journal-3591	124	148	13,070.30	13,070.30	NUM
american_scientific_journal-3591	124	149	4,998.79	4,998.79	NUM
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american_scientific_journal-3591	124	151	16,752.11	16,752.11	NUM
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american_scientific_journal-3591	124	154	7,125.83	7,125.83	NUM
american_scientific_journal-3591	124	155	2,189.84	2,189.84	NUM
american_scientific_journal-3591	124	156	175.40	175.40	NUM
american_scientific_journal-3591	124	157	15,612.77	15,612.77	NUM
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american_scientific_journal-3591	124	166	3,580.37	3,580.37	NUM
american_scientific_journal-3591	124	167	1,324.84	1,324.84	NUM
american_scientific_journal-3591	124	168	475.15	475.15	NUM
american_scientific_journal-3591	124	169	3,338.97	3,338.97	NUM
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american_scientific_journal-3591	124	179	1,155.70	1,155.70	NUM
american_scientific_journal-3591	124	180	99.02	99.02	NUM
american_scientific_journal-3591	124	181	1,477.29	1,477.29	NUM
american_scientific_journal-3591	124	182	120.77	120.77	NUM
american_scientific_journal-3591	124	183	dmu8	dmu8	NOUN
american_scientific_journal-3591	124	184	2,960.49	2,960.49	NUM
american_scientific_journal-3591	124	185	1,885.31	1,885.31	NUM
american_scientific_journal-3591	124	186	1.58	1.58	NUM
american_scientific_journal-3591	124	187	5,305.01	5,305.01	NUM
american_scientific_journal-3591	124	188	760.91	760.91	NUM
american_scientific_journal-3591	124	189	dmu9	dmu9	NOUN
american_scientific_journal-3591	124	190	1,612.40	1,612.40	NUM
american_scientific_journal-3591	124	191	1,358.46	1,358.46	NUM
american_scientific_journal-3591	124	192	22.88	22.88	NUM
american_scientific_journal-3591	124	193	2,353.81	2,353.81	NUM
american_scientific_journal-3591	124	194	220.69	220.69	NUM
american_scientific_journal-3591	124	195	dmu10	dmu10	NOUN
american_scientific_journal-3591	124	196	642.40	642.40	NUM
american_scientific_journal-3591	124	197	322.51	322.51	NUM
american_scientific_journal-3591	124	198	287.76	287.76	NUM
american_scientific_journal-3591	124	199	991.31	991.31	NUM
american_scientific_journal-3591	124	200	-235.31	-235.31	PROPN
american_scientific_journal-3591	125	1	dmu11	dmu11	PROPN
american_scientific_journal-3591	125	2	180.58	180.58	NUM
american_scientific_journal-3591	125	3	144.90	144.90	NUM
american_scientific_journal-3591	125	4	21.59	21.59	NUM
american_scientific_journal-3591	125	5	154.89	154.89	NUM
american_scientific_journal-3591	125	6	0.18	0.18	NUM
american_scientific_journal-3591	125	7	dmu12	dmu12	PROPN
american_scientific_journal-3591	125	8	864.20	864.20	NUM
american_scientific_journal-3591	125	9	5.20	5.20	NUM
american_scientific_journal-3591	125	10	201.83	201.83	NUM
american_scientific_journal-3591	125	11	511.71	511.71	NUM
american_scientific_journal-3591	125	12	19.42	19.42	NUM
american_scientific_journal-3591	125	13	dmu13	dmu13	PROPN
american_scientific_journal-3591	125	14	706.72	706.72	NUM
american_scientific_journal-3591	125	15	175.63	175.63	NUM
american_scientific_journal-3591	125	16	14.56	14.56	NUM
american_scientific_journal-3591	125	17	511.08	511.08	NUM
american_scientific_journal-3591	125	18	8.24	8.24	NUM
american_scientific_journal-3591	125	19	dmu14	dmu14	VERB
american_scientific_journal-3591	125	20	140.64	140.64	NUM
american_scientific_journal-3591	125	21	105.17	105.17	NUM
american_scientific_journal-3591	125	22	30.59	30.59	NUM
american_scientific_journal-3591	125	23	180.46	180.46	NUM
american_scientific_journal-3591	125	24	14.00	14.00	NUM
american_scientific_journal-3591	125	25	dmu15	dmu15	PROPN
american_scientific_journal-3591	125	26	117.96	117.96	NUM
american_scientific_journal-3591	125	27	70.43	70.43	NUM
american_scientific_journal-3591	125	28	17.25	17.25	NUM
american_scientific_journal-3591	125	29	226.31	226.31	NUM
american_scientific_journal-3591	125	30	-3.68	-3.68	NUM
american_scientific_journal-3591	125	31	american	american	ADJ
american_scientific_journal-3591	125	32	scientific	scientific	ADJ
american_scientific_journal-3591	125	33	research	research	NOUN
american_scientific_journal-3591	125	34	journal	journal	NOUN
american_scientific_journal-3591	125	35	for	for	ADP
american_scientific_journal-3591	125	36	engineering	engineering	NOUN
american_scientific_journal-3591	125	37	,	,	PUNCT
american_scientific_journal-3591	125	38	technology	technology	NOUN
american_scientific_journal-3591	125	39	,	,	PUNCT
american_scientific_journal-3591	125	40	and	and	CCONJ
american_scientific_journal-3591	125	41	sciences	science	NOUN
american_scientific_journal-3591	125	42	(	(	PUNCT
american_scientific_journal-3591	125	43	asrjets	asrjet	NOUN
american_scientific_journal-3591	125	44	)	)	PUNCT
american_scientific_journal-3591	125	45	(	(	PUNCT
american_scientific_journal-3591	125	46	2017	2017	NUM
american_scientific_journal-3591	125	47	)	)	PUNCT
american_scientific_journal-3591	125	48	volume	volume	NOUN
american_scientific_journal-3591	125	49	38	38	NUM
american_scientific_journal-3591	125	50	,	,	PUNCT
american_scientific_journal-3591	125	51	no	no	DET
american_scientific_journal-3591	125	52	1	1	NUM
american_scientific_journal-3591	125	53	,	,	PUNCT
american_scientific_journal-3591	125	54	pp	pp	ADV
american_scientific_journal-3591	125	55	33	33	NUM
american_scientific_journal-3591	125	56	-	-	SYM
american_scientific_journal-3591	125	57	47	47	NUM
american_scientific_journal-3591	125	58	41	41	NUM
american_scientific_journal-3591	125	59	in	in	ADP
american_scientific_journal-3591	125	60	this	this	DET
american_scientific_journal-3591	125	61	study	study	NOUN
american_scientific_journal-3591	125	62	,	,	PUNCT
american_scientific_journal-3591	125	63	the	the	DET
american_scientific_journal-3591	125	64	mape	mape	NOUN
american_scientific_journal-3591	125	65	was	be	AUX
american_scientific_journal-3591	125	66	used	use	VERB
american_scientific_journal-3591	125	67	to	to	PART
american_scientific_journal-3591	125	68	test	test	VERB
american_scientific_journal-3591	125	69	the	the	DET
american_scientific_journal-3591	125	70	accuracy	accuracy	NOUN
american_scientific_journal-3591	125	71	of	of	ADP
american_scientific_journal-3591	125	72	forecasting	forecasting	NOUN
american_scientific_journal-3591	125	73	to	to	PART
american_scientific_journal-3591	125	74	ensure	ensure	VERB
american_scientific_journal-3591	125	75	appropriate	appropriate	ADJ
american_scientific_journal-3591	125	76	predictive	predictive	ADJ
american_scientific_journal-3591	125	77	methods	method	NOUN
american_scientific_journal-3591	125	78	.	.	PUNCT
american_scientific_journal-3591	126	1	the	the	DET
american_scientific_journal-3591	126	2	results	result	NOUN
american_scientific_journal-3591	126	3	are	be	AUX
american_scientific_journal-3591	126	4	shown	show	VERB
american_scientific_journal-3591	126	5	in	in	ADP
american_scientific_journal-3591	126	6	table	table	NOUN
american_scientific_journal-3591	126	7	5	5	NUM
american_scientific_journal-3591	126	8	.	.	PUNCT
american_scientific_journal-3591	126	9	table	table	NOUN
american_scientific_journal-3591	126	10	5	5	NUM
american_scientific_journal-3591	126	11	:	:	PUNCT
american_scientific_journal-3591	126	12	average	average	ADJ
american_scientific_journal-3591	126	13	mape	mape	NOUN
american_scientific_journal-3591	126	14	value	value	NOUN
american_scientific_journal-3591	126	15	of	of	ADP
american_scientific_journal-3591	126	16	dmus	dmus	PROPN
american_scientific_journal-3591	126	17	dmus	dmus	PROPN
american_scientific_journal-3591	126	18	average	average	ADJ
american_scientific_journal-3591	126	19	mape	mape	NOUN
american_scientific_journal-3591	126	20	dmus	dmus	PROPN
american_scientific_journal-3591	126	21	average	average	ADJ
american_scientific_journal-3591	126	22	mape	mape	NOUN
american_scientific_journal-3591	126	23	dmu1	dmu1	VERB
american_scientific_journal-3591	126	24	1.321	1.321	NUM
american_scientific_journal-3591	126	25	%	%	NOUN
american_scientific_journal-3591	126	26	dmu9	dmu9	NOUN
american_scientific_journal-3591	126	27	1.926	1.926	NUM
american_scientific_journal-3591	126	28	%	%	NOUN
american_scientific_journal-3591	126	29	dmu2	dmu2	NOUN
american_scientific_journal-3591	127	1	3.925	3.925	NUM
american_scientific_journal-3591	127	2	%	%	NOUN
american_scientific_journal-3591	127	3	dmu10	dmu10	NOUN
american_scientific_journal-3591	127	4	17.813	17.813	NUM
american_scientific_journal-3591	127	5	%	%	NOUN
american_scientific_journal-3591	127	6	dmu3	dmu3	NOUN
american_scientific_journal-3591	127	7	1.746	1.746	NUM
american_scientific_journal-3591	127	8	%	%	NOUN
american_scientific_journal-3591	127	9	dmu11	dmu11	ADV
american_scientific_journal-3591	127	10	21.224	21.224	NUM
american_scientific_journal-3591	127	11	%	%	NOUN
american_scientific_journal-3591	127	12	dmu4	dmu4	NOUN
american_scientific_journal-3591	127	13	4.275	4.275	NUM
american_scientific_journal-3591	127	14	%	%	NOUN
american_scientific_journal-3591	127	15	dmu12	dmu12	NOUN
american_scientific_journal-3591	127	16	24.092	24.092	NUM
american_scientific_journal-3591	127	17	%	%	NOUN
american_scientific_journal-3591	127	18	dmu5	dmu5	NOUN
american_scientific_journal-3591	127	19	5.418	5.418	NUM
american_scientific_journal-3591	127	20	%	%	NOUN
american_scientific_journal-3591	127	21	dmu13	dmu13	NOUN
american_scientific_journal-3591	127	22	9.750	9.750	NUM
american_scientific_journal-3591	127	23	%	%	NOUN
american_scientific_journal-3591	127	24	dmu6	dmu6	NOUN
american_scientific_journal-3591	127	25	11.808	11.808	NUM
american_scientific_journal-3591	127	26	%	%	NOUN
american_scientific_journal-3591	127	27	dmu14	dmu14	VERB
american_scientific_journal-3591	127	28	2.486	2.486	NUM
american_scientific_journal-3591	127	29	%	%	NOUN
american_scientific_journal-3591	127	30	dmu7	dmu7	NOUN
american_scientific_journal-3591	127	31	1.049	1.049	NUM
american_scientific_journal-3591	127	32	%	%	NOUN
american_scientific_journal-3591	127	33	dmu15	dmu15	PROPN
american_scientific_journal-3591	127	34	4.327	4.327	NUM
american_scientific_journal-3591	127	35	%	%	NOUN
american_scientific_journal-3591	127	36	dmu8	dmu8	PROPN
american_scientific_journal-3591	127	37	2.368	2.368	NUM
american_scientific_journal-3591	127	38	%	%	NOUN
american_scientific_journal-3591	127	39	average	average	ADJ
american_scientific_journal-3591	127	40	mape	mape	NOUN
american_scientific_journal-3591	127	41	of	of	ADP
american_scientific_journal-3591	127	42	15	15	NUM
american_scientific_journal-3591	127	43	dmus	dmus	NOUN
american_scientific_journal-3591	127	44	7.569	7.569	NUM
american_scientific_journal-3591	127	45	%	%	NOUN
american_scientific_journal-3591	127	46	source	source	NOUN
american_scientific_journal-3591	127	47	:	:	PUNCT
american_scientific_journal-3591	127	48	calculate	calculate	NOUN
american_scientific_journal-3591	127	49	by	by	ADP
american_scientific_journal-3591	127	50	researcher	researcher	NOUN
american_scientific_journal-3591	127	51	this	this	DET
american_scientific_journal-3591	127	52	research	research	NOUN
american_scientific_journal-3591	127	53	applied	apply	VERB
american_scientific_journal-3591	127	54	a	a	DET
american_scientific_journal-3591	127	55	quantitative	quantitative	ADJ
american_scientific_journal-3591	127	56	model	model	NOUN
american_scientific_journal-3591	127	57	forecasting	forecasting	NOUN
american_scientific_journal-3591	127	58	approach	approach	NOUN
american_scientific_journal-3591	127	59	,	,	PUNCT
american_scientific_journal-3591	127	60	through	through	ADP
american_scientific_journal-3591	127	61	re	re	VERB
american_scientific_journal-3591	127	62	-	-	VERB
american_scientific_journal-3591	127	63	simulating	simulate	VERB
american_scientific_journal-3591	127	64	the	the	DET
american_scientific_journal-3591	127	65	past	past	ADJ
american_scientific_journal-3591	127	66	actual	actual	ADJ
american_scientific_journal-3591	127	67	data	datum	NOUN
american_scientific_journal-3591	127	68	.	.	PUNCT
american_scientific_journal-3591	128	1	so	so	ADV
american_scientific_journal-3591	128	2	that	that	SCONJ
american_scientific_journal-3591	128	3	,	,	PUNCT
american_scientific_journal-3591	128	4	if	if	SCONJ
american_scientific_journal-3591	128	5	the	the	DET
american_scientific_journal-3591	128	6	error	error	NOUN
american_scientific_journal-3591	128	7	is	be	AUX
american_scientific_journal-3591	128	8	within	within	ADP
american_scientific_journal-3591	128	9	the	the	DET
american_scientific_journal-3591	128	10	allowable	allowable	ADJ
american_scientific_journal-3591	128	11	limits	limit	NOUN
american_scientific_journal-3591	128	12	,	,	PUNCT
american_scientific_journal-3591	128	13	then	then	ADV
american_scientific_journal-3591	128	14	the	the	DET
american_scientific_journal-3591	128	15	model	model	NOUN
american_scientific_journal-3591	128	16	is	be	AUX
american_scientific_journal-3591	128	17	reliable	reliable	ADJ
american_scientific_journal-3591	128	18	and	and	CCONJ
american_scientific_journal-3591	128	19	usable	usable	ADJ
american_scientific_journal-3591	128	20	.	.	PUNCT
american_scientific_journal-3591	129	1	table	table	NOUN
american_scientific_journal-3591	129	2	5	5	NUM
american_scientific_journal-3591	129	3	showed	show	VERB
american_scientific_journal-3591	129	4	that	that	SCONJ
american_scientific_journal-3591	129	5	the	the	DET
american_scientific_journal-3591	129	6	values	value	NOUN
american_scientific_journal-3591	129	7	of	of	ADP
american_scientific_journal-3591	129	8	mape	mape	NOUN
american_scientific_journal-3591	129	9	are	be	AUX
american_scientific_journal-3591	129	10	excellent	excellent	ADJ
american_scientific_journal-3591	129	11	and	and	CCONJ
american_scientific_journal-3591	129	12	good	good	ADJ
american_scientific_journal-3591	129	13	(	(	PUNCT
american_scientific_journal-3591	129	14	less	less	ADJ
american_scientific_journal-3591	129	15	than	than	ADP
american_scientific_journal-3591	129	16	10	10	NUM
american_scientific_journal-3591	129	17	%	%	NOUN
american_scientific_journal-3591	129	18	)	)	PUNCT
american_scientific_journal-3591	129	19	,	,	PUNCT
american_scientific_journal-3591	129	20	(	(	PUNCT
american_scientific_journal-3591	129	21	based	base	VERB
american_scientific_journal-3591	129	22	on	on	ADP
american_scientific_journal-3591	129	23	rules	rule	NOUN
american_scientific_journal-3591	129	24	of	of	ADP
american_scientific_journal-3591	129	25	table	table	NOUN
american_scientific_journal-3591	129	26	3	3	NUM
american_scientific_journal-3591	129	27	)	)	PUNCT
american_scientific_journal-3591	129	28	.	.	PUNCT
american_scientific_journal-3591	130	1	the	the	DET
american_scientific_journal-3591	130	2	average	average	NOUN
american_scientific_journal-3591	130	3	of	of	ADP
american_scientific_journal-3591	130	4	all	all	DET
american_scientific_journal-3591	130	5	mape	mape	NOUN
american_scientific_journal-3591	130	6	is	be	AUX
american_scientific_journal-3591	130	7	7.569	7.569	NUM
american_scientific_journal-3591	130	8	%	%	NOUN
american_scientific_journal-3591	130	9	,	,	PUNCT
american_scientific_journal-3591	130	10	this	this	PRON
american_scientific_journal-3591	130	11	means	mean	VERB
american_scientific_journal-3591	130	12	the	the	DET
american_scientific_journal-3591	130	13	predicted	predict	VERB
american_scientific_journal-3591	130	14	results	result	NOUN
american_scientific_journal-3591	130	15	have	have	VERB
american_scientific_journal-3591	130	16	a	a	DET
american_scientific_journal-3591	130	17	high	high	ADJ
american_scientific_journal-3591	130	18	level	level	NOUN
american_scientific_journal-3591	130	19	of	of	ADP
american_scientific_journal-3591	130	20	accuracy	accuracy	NOUN
american_scientific_journal-3591	130	21	.	.	PUNCT
american_scientific_journal-3591	131	1	it	it	PRON
american_scientific_journal-3591	131	2	forcefully	forcefully	ADV
american_scientific_journal-3591	131	3	affirms	affirm	VERB
american_scientific_journal-3591	131	4	that	that	SCONJ
american_scientific_journal-3591	131	5	gm	gm	PROPN
american_scientific_journal-3591	131	6	(	(	PUNCT
american_scientific_journal-3591	131	7	1,1	1,1	NUM
american_scientific_journal-3591	131	8	)	)	PUNCT
american_scientific_journal-3591	131	9	model	model	NOUN
american_scientific_journal-3591	131	10	offers	offer	VERB
american_scientific_journal-3591	131	11	an	an	DET
american_scientific_journal-3591	131	12	accurate	accurate	ADJ
american_scientific_journal-3591	131	13	prediction	prediction	NOUN
american_scientific_journal-3591	131	14	in	in	ADP
american_scientific_journal-3591	131	15	this	this	DET
american_scientific_journal-3591	131	16	research	research	NOUN
american_scientific_journal-3591	131	17	.	.	PUNCT
american_scientific_journal-3591	132	1	4.2	4.2	NUM
american_scientific_journal-3591	132	2	.	.	PUNCT
american_scientific_journal-3591	133	1	pearson	pearson	PROPN
american_scientific_journal-3591	133	2	correlation	correlation	NOUN
american_scientific_journal-3591	133	3	to	to	PART
american_scientific_journal-3591	133	4	apply	apply	VERB
american_scientific_journal-3591	133	5	dea	dea	NOUN
american_scientific_journal-3591	133	6	,	,	PUNCT
american_scientific_journal-3591	133	7	a	a	DET
american_scientific_journal-3591	133	8	correlation	correlation	NOUN
american_scientific_journal-3591	133	9	test	test	NOUN
american_scientific_journal-3591	133	10	is	be	AUX
american_scientific_journal-3591	133	11	necessary	necessary	ADJ
american_scientific_journal-3591	133	12	to	to	PART
american_scientific_journal-3591	133	13	ensure	ensure	VERB
american_scientific_journal-3591	133	14	that	that	SCONJ
american_scientific_journal-3591	133	15	the	the	DET
american_scientific_journal-3591	133	16	relationship	relationship	NOUN
american_scientific_journal-3591	133	17	between	between	ADP
american_scientific_journal-3591	133	18	inputs	input	NOUN
american_scientific_journal-3591	133	19	and	and	CCONJ
american_scientific_journal-3591	133	20	outputs	output	NOUN
american_scientific_journal-3591	133	21	variables	variable	NOUN
american_scientific_journal-3591	133	22	is	be	AUX
american_scientific_journal-3591	133	23	isotonic	isotonic	ADJ
american_scientific_journal-3591	133	24	[	[	X
american_scientific_journal-3591	133	25	25	25	NUM
american_scientific_journal-3591	133	26	]	]	PUNCT
american_scientific_journal-3591	133	27	.	.	PUNCT
american_scientific_journal-3591	134	1	this	this	DET
american_scientific_journal-3591	134	2	research	research	NOUN
american_scientific_journal-3591	134	3	employs	employ	VERB
american_scientific_journal-3591	134	4	the	the	DET
american_scientific_journal-3591	134	5	pearson	pearson	NOUN
american_scientific_journal-3591	134	6	correlation	correlation	NOUN
american_scientific_journal-3591	134	7	to	to	PART
american_scientific_journal-3591	134	8	measure	measure	VERB
american_scientific_journal-3591	134	9	the	the	DET
american_scientific_journal-3591	134	10	strength	strength	NOUN
american_scientific_journal-3591	134	11	linear	linear	PROPN
american_scientific_journal-3591	134	12	relationship	relationship	NOUN
american_scientific_journal-3591	134	13	of	of	ADP
american_scientific_journal-3591	134	14	normal	normal	ADJ
american_scientific_journal-3591	134	15	distributed	distribute	VERB
american_scientific_journal-3591	134	16	variables	variable	NOUN
american_scientific_journal-3591	134	17	[	[	X
american_scientific_journal-3591	134	18	26	26	NUM
american_scientific_journal-3591	134	19	]	]	PUNCT
american_scientific_journal-3591	134	20	.	.	PUNCT
american_scientific_journal-3591	135	1	the	the	DET
american_scientific_journal-3591	135	2	correlation	correlation	NOUN
american_scientific_journal-3591	135	3	coefficient	coefficient	NOUN
american_scientific_journal-3591	135	4	is	be	AUX
american_scientific_journal-3591	135	5	always	always	ADV
american_scientific_journal-3591	135	6	between	between	ADP
american_scientific_journal-3591	135	7	-1	-1	PUNCT
american_scientific_journal-3591	135	8	and	and	CCONJ
american_scientific_journal-3591	135	9	+1	+1	PROPN
american_scientific_journal-3591	135	10	.	.	PUNCT
american_scientific_journal-3591	136	1	if	if	SCONJ
american_scientific_journal-3591	136	2	the	the	DET
american_scientific_journal-3591	136	3	correlation	correlation	NOUN
american_scientific_journal-3591	136	4	coefficients	coefficient	NOUN
american_scientific_journal-3591	136	5	are	be	AUX
american_scientific_journal-3591	136	6	positive	positive	ADJ
american_scientific_journal-3591	136	7	,	,	PUNCT
american_scientific_journal-3591	136	8	the	the	DET
american_scientific_journal-3591	136	9	factors	factor	NOUN
american_scientific_journal-3591	136	10	have	have	VERB
american_scientific_journal-3591	136	11	strong	strong	ADJ
american_scientific_journal-3591	136	12	linear	linear	ADJ
american_scientific_journal-3591	136	13	relation	relation	NOUN
american_scientific_journal-3591	136	14	and	and	CCONJ
american_scientific_journal-3591	136	15	will	will	AUX
american_scientific_journal-3591	136	16	be	be	AUX
american_scientific_journal-3591	136	17	put	put	VERB
american_scientific_journal-3591	136	18	into	into	ADP
american_scientific_journal-3591	136	19	the	the	DET
american_scientific_journal-3591	136	20	dea	dea	PROPN
american_scientific_journal-3591	136	21	model	model	NOUN
american_scientific_journal-3591	136	22	,	,	PUNCT
american_scientific_journal-3591	136	23	while	while	SCONJ
american_scientific_journal-3591	136	24	the	the	DET
american_scientific_journal-3591	136	25	factor	factor	NOUN
american_scientific_journal-3591	136	26	that	that	PRON
american_scientific_journal-3591	136	27	has	have	VERB
american_scientific_journal-3591	136	28	a	a	DET
american_scientific_journal-3591	136	29	weak	weak	ADJ
american_scientific_journal-3591	136	30	isotonic	isotonic	ADJ
american_scientific_journal-3591	136	31	relation	relation	NOUN
american_scientific_journal-3591	136	32	will	will	AUX
american_scientific_journal-3591	136	33	be	be	AUX
american_scientific_journal-3591	136	34	re	re	VERB
american_scientific_journal-3591	136	35	-	-	VERB
american_scientific_journal-3591	136	36	inspected	inspect	VERB
american_scientific_journal-3591	136	37	[	[	X
american_scientific_journal-3591	136	38	27	27	NUM
american_scientific_journal-3591	136	39	]	]	PUNCT
american_scientific_journal-3591	136	40	.	.	PUNCT
american_scientific_journal-3591	137	1	the	the	DET
american_scientific_journal-3591	137	2	results	result	NOUN
american_scientific_journal-3591	137	3	of	of	ADP
american_scientific_journal-3591	137	4	tables	table	NOUN
american_scientific_journal-3591	137	5	6	6	NUM
american_scientific_journal-3591	137	6	showed	show	VERB
american_scientific_journal-3591	137	7	strong	strong	ADJ
american_scientific_journal-3591	137	8	positive	positive	ADJ
american_scientific_journal-3591	137	9	associations	association	NOUN
american_scientific_journal-3591	137	10	and	and	CCONJ
american_scientific_journal-3591	137	11	fairly	fairly	ADV
american_scientific_journal-3591	137	12	comply	comply	ADJ
american_scientific_journal-3591	137	13	with	with	ADP
american_scientific_journal-3591	137	14	preconditions	precondition	NOUN
american_scientific_journal-3591	137	15	of	of	ADP
american_scientific_journal-3591	137	16	the	the	DET
american_scientific_journal-3591	137	17	dea	dea	PROPN
american_scientific_journal-3591	137	18	model	model	NOUN
american_scientific_journal-3591	137	19	and	and	CCONJ
american_scientific_journal-3591	137	20	can	can	AUX
american_scientific_journal-3591	137	21	be	be	AUX
american_scientific_journal-3591	137	22	used	use	VERB
american_scientific_journal-3591	137	23	for	for	ADP
american_scientific_journal-3591	137	24	analysis	analysis	NOUN
american_scientific_journal-3591	137	25	.	.	PUNCT
american_scientific_journal-3591	138	1	table	table	NOUN
american_scientific_journal-3591	138	2	6	6	NUM
american_scientific_journal-3591	138	3	:	:	PUNCT
american_scientific_journal-3591	138	4	correlation	correlation	NOUN
american_scientific_journal-3591	138	5	of	of	ADP
american_scientific_journal-3591	138	6	input	input	NOUN
american_scientific_journal-3591	138	7	and	and	CCONJ
american_scientific_journal-3591	138	8	output	output	NOUN
american_scientific_journal-3591	138	9	factors	factor	NOUN
american_scientific_journal-3591	138	10	assets	asset	NOUN
american_scientific_journal-3591	138	11	equity	equity	NOUN
american_scientific_journal-3591	138	12	goodwill	goodwill	NOUN
american_scientific_journal-3591	138	13	revenue	revenue	NOUN
american_scientific_journal-3591	138	14	net	net	ADJ
american_scientific_journal-3591	138	15	income	income	NOUN
american_scientific_journal-3591	138	16	assets	asset	NOUN
american_scientific_journal-3591	138	17	1	1	NUM
american_scientific_journal-3591	139	1	0.9830373	0.9830373	NUM
american_scientific_journal-3591	139	2	0.3206639	0.3206639	NUM
american_scientific_journal-3591	139	3	0.9814931	0.9814931	NUM
american_scientific_journal-3591	139	4	0.9097991	0.9097991	NUM
american_scientific_journal-3591	139	5	equity	equity	NOUN
american_scientific_journal-3591	139	6	0.9830373	0.9830373	NUM
american_scientific_journal-3591	139	7	1	1	NUM
american_scientific_journal-3591	139	8	0.1927062	0.1927062	NUM
american_scientific_journal-3591	139	9	0.9611065	0.9611065	NUM
american_scientific_journal-3591	139	10	0.95661	0.95661	NUM
american_scientific_journal-3591	139	11	goodwill	goodwill	NOUN
american_scientific_journal-3591	139	12	0.3206639	0.3206639	NUM
american_scientific_journal-3591	139	13	0.1927062	0.1927062	NUM
american_scientific_journal-3591	139	14	1	1	NUM
american_scientific_journal-3591	139	15	0.259832	0.259832	NUM
american_scientific_journal-3591	139	16	0.074203	0.074203	NUM
american_scientific_journal-3591	139	17	revenue	revenue	NOUN
american_scientific_journal-3591	139	18	0.9814931	0.9814931	NUM
american_scientific_journal-3591	139	19	0.9611065	0.9611065	NUM
american_scientific_journal-3591	139	20	0.259832	0.259832	NUM
american_scientific_journal-3591	139	21	1	1	NUM
american_scientific_journal-3591	139	22	0.9132272	0.9132272	NUM
american_scientific_journal-3591	139	23	net	net	ADJ
american_scientific_journal-3591	139	24	income	income	NOUN
american_scientific_journal-3591	139	25	0.9097991	0.9097991	NUM
american_scientific_journal-3591	139	26	0.95661	0.95661	NUM
american_scientific_journal-3591	139	27	0.074203	0.074203	NUM
american_scientific_journal-3591	139	28	0.9132272	0.9132272	NUM
american_scientific_journal-3591	139	29	1	1	NUM
american_scientific_journal-3591	139	30	american	american	ADJ
american_scientific_journal-3591	139	31	scientific	scientific	ADJ
american_scientific_journal-3591	139	32	research	research	NOUN
american_scientific_journal-3591	139	33	journal	journal	NOUN
american_scientific_journal-3591	139	34	for	for	ADP
american_scientific_journal-3591	139	35	engineering	engineering	NOUN
american_scientific_journal-3591	139	36	,	,	PUNCT
american_scientific_journal-3591	139	37	technology	technology	NOUN
american_scientific_journal-3591	139	38	,	,	PUNCT
american_scientific_journal-3591	139	39	and	and	CCONJ
american_scientific_journal-3591	139	40	sciences	science	NOUN
american_scientific_journal-3591	139	41	(	(	PUNCT
american_scientific_journal-3591	139	42	asrjets	asrjet	NOUN
american_scientific_journal-3591	139	43	)	)	PUNCT
american_scientific_journal-3591	139	44	(	(	PUNCT
american_scientific_journal-3591	139	45	2017	2017	NUM
american_scientific_journal-3591	139	46	)	)	PUNCT
american_scientific_journal-3591	139	47	volume	volume	NOUN
american_scientific_journal-3591	139	48	38	38	NUM
american_scientific_journal-3591	139	49	,	,	PUNCT
american_scientific_journal-3591	139	50	no	no	DET
american_scientific_journal-3591	139	51	1	1	NUM
american_scientific_journal-3591	139	52	,	,	PUNCT
american_scientific_journal-3591	139	53	pp	pp	ADV
american_scientific_journal-3591	139	54	33	33	NUM
american_scientific_journal-3591	139	55	-	-	SYM
american_scientific_journal-3591	139	56	47	47	NUM
american_scientific_journal-3591	139	57	42	42	NUM
american_scientific_journal-3591	139	58	4.3	4.3	NUM
american_scientific_journal-3591	139	59	.	.	PUNCT
american_scientific_journal-3591	140	1	productivity	productivity	NOUN
american_scientific_journal-3591	140	2	index	index	NOUN
american_scientific_journal-3591	140	3	analysis	analysis	NOUN
american_scientific_journal-3591	140	4	among	among	ADP
american_scientific_journal-3591	140	5	dea	dea	NOUN
american_scientific_journal-3591	140	6	models	model	NOUN
american_scientific_journal-3591	140	7	,	,	PUNCT
american_scientific_journal-3591	140	8	only	only	ADV
american_scientific_journal-3591	140	9	the	the	DET
american_scientific_journal-3591	140	10	malmquist	malmquist	NOUN
american_scientific_journal-3591	140	11	model	model	NOUN
american_scientific_journal-3591	140	12	can	can	AUX
american_scientific_journal-3591	140	13	measure	measure	VERB
american_scientific_journal-3591	140	14	performance	performance	NOUN
american_scientific_journal-3591	140	15	over	over	ADP
american_scientific_journal-3591	140	16	several	several	ADJ
american_scientific_journal-3591	140	17	periods	period	NOUN
american_scientific_journal-3591	140	18	[	[	X
american_scientific_journal-3591	140	19	28	28	NUM
american_scientific_journal-3591	140	20	]	]	PUNCT
american_scientific_journal-3591	140	21	.	.	PUNCT
american_scientific_journal-3591	141	1	so	so	ADV
american_scientific_journal-3591	141	2	that	that	SCONJ
american_scientific_journal-3591	141	3	,	,	PUNCT
american_scientific_journal-3591	141	4	this	this	DET
american_scientific_journal-3591	141	5	research	research	NOUN
american_scientific_journal-3591	141	6	employed	employ	VERB
american_scientific_journal-3591	141	7	malmquist	malmquist	NOUN
american_scientific_journal-3591	141	8	model	model	NOUN
american_scientific_journal-3591	141	9	to	to	PART
american_scientific_journal-3591	141	10	evaluate	evaluate	VERB
american_scientific_journal-3591	141	11	the	the	DET
american_scientific_journal-3591	141	12	performance	performance	NOUN
american_scientific_journal-3591	141	13	of	of	ADP
american_scientific_journal-3591	141	14	all	all	DET
american_scientific_journal-3591	141	15	fitness	fitness	NOUN
american_scientific_journal-3591	141	16	equipment	equipment	NOUN
american_scientific_journal-3591	141	17	manufacture	manufacture	NOUN
american_scientific_journal-3591	141	18	from	from	ADP
american_scientific_journal-3591	141	19	past	past	NOUN
american_scientific_journal-3591	141	20	to	to	ADP
american_scientific_journal-3591	141	21	future	future	NOUN
american_scientific_journal-3591	141	22	.	.	PUNCT
american_scientific_journal-3591	142	1	table	table	NOUN
american_scientific_journal-3591	142	2	7	7	NUM
american_scientific_journal-3591	142	3	shows	show	VERB
american_scientific_journal-3591	142	4	the	the	DET
american_scientific_journal-3591	142	5	results	result	NOUN
american_scientific_journal-3591	142	6	derived	derive	VERB
american_scientific_journal-3591	142	7	of	of	ADP
american_scientific_journal-3591	142	8	malmquist	malmquist	NOUN
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american_scientific_journal-3591	142	10	-	-	PUNCT
american_scientific_journal-3591	142	11	v	v	NUM
american_scientific_journal-3591	142	12	model	model	NOUN
american_scientific_journal-3591	142	13	.	.	PUNCT
american_scientific_journal-3591	143	1	to	to	PART
american_scientific_journal-3591	143	2	facilitate	facilitate	VERB
american_scientific_journal-3591	143	3	the	the	DET
american_scientific_journal-3591	143	4	analysis	analysis	NOUN
american_scientific_journal-3591	143	5	,	,	PUNCT
american_scientific_journal-3591	143	6	the	the	DET
american_scientific_journal-3591	143	7	values	value	NOUN
american_scientific_journal-3591	143	8	of	of	ADP
american_scientific_journal-3591	143	9	efficiency	efficiency	NOUN
american_scientific_journal-3591	143	10	change	change	NOUN
american_scientific_journal-3591	143	11	(	(	PUNCT
american_scientific_journal-3591	143	12	catch	catch	NOUN
american_scientific_journal-3591	143	13	-	-	PUNCT
american_scientific_journal-3591	143	14	up	up	ADP
american_scientific_journal-3591	143	15	effects	effect	NOUN
american_scientific_journal-3591	143	16	)	)	PUNCT
american_scientific_journal-3591	143	17	,	,	PUNCT
american_scientific_journal-3591	143	18	technological	technological	ADJ
american_scientific_journal-3591	143	19	change	change	NOUN
american_scientific_journal-3591	143	20	(	(	PUNCT
american_scientific_journal-3591	143	21	frontier	frontier	NOUN
american_scientific_journal-3591	143	22	-	-	PUNCT
american_scientific_journal-3591	143	23	shift	shift	NOUN
american_scientific_journal-3591	143	24	)	)	PUNCT
american_scientific_journal-3591	143	25	,	,	PUNCT
american_scientific_journal-3591	143	26	and	and	CCONJ
american_scientific_journal-3591	143	27	mpi	mpi	PROPN
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american_scientific_journal-3591	143	30	in	in	ADP
american_scientific_journal-3591	143	31	figures	figure	NOUN
american_scientific_journal-3591	143	32	2	2	NUM
american_scientific_journal-3591	143	33	to	to	PART
american_scientific_journal-3591	143	34	figure	figure	VERB
american_scientific_journal-3591	143	35	4	4	NUM
american_scientific_journal-3591	143	36	.	.	PUNCT
american_scientific_journal-3591	143	37	table	table	NOUN
american_scientific_journal-3591	143	38	7	7	NUM
american_scientific_journal-3591	143	39	:	:	PUNCT
american_scientific_journal-3591	143	40	the	the	DET
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american_scientific_journal-3591	143	42	up	up	ADP
american_scientific_journal-3591	143	43	,	,	PUNCT
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american_scientific_journal-3591	143	45	,	,	PUNCT
american_scientific_journal-3591	143	46	and	and	CCONJ
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american_scientific_journal-3591	143	49	dmus	dmus	NOUN
american_scientific_journal-3591	143	50	from	from	ADP
american_scientific_journal-3591	143	51	2012	2012	NUM
american_scientific_journal-3591	143	52	to	to	ADP
american_scientific_journal-3591	143	53	2017	2017	NUM
american_scientific_journal-3591	143	54	catch	catch	VERB
american_scientific_journal-3591	143	55	-	-	PUNCT
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american_scientific_journal-3591	143	57	dmus	dmus	PROPN
american_scientific_journal-3591	143	58	2012=>2013	2012=>2013	NUM
american_scientific_journal-3591	143	59	2013=>2014	2013=>2014	NUM
american_scientific_journal-3591	143	60	2014=>2015	2014=>2015	NUM
american_scientific_journal-3591	143	61	2015=>2016	2015=>2016	NUM
american_scientific_journal-3591	143	62	2016=>2017	2016=>2017	NUM
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american_scientific_journal-3591	143	64	1	1	NUM
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american_scientific_journal-3591	143	66	1	1	NUM
american_scientific_journal-3591	143	67	1	1	NUM
american_scientific_journal-3591	143	68	1	1	NUM
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american_scientific_journal-3591	144	47	scientific	scientific	ADJ
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american_scientific_journal-3591	144	50	for	for	ADP
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american_scientific_journal-3591	144	52	,	,	PUNCT
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american_scientific_journal-3591	144	61	2017	2017	NUM
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american_scientific_journal-3591	144	67	1	1	NUM
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american_scientific_journal-3591	144	71	-	-	SYM
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american_scientific_journal-3591	144	102	2014=>2015	2014=>2015	NUM
american_scientific_journal-3591	144	103	2015=>2016	2015=>2016	NUM
american_scientific_journal-3591	144	104	2016=>2017	2016=>2017	NUM
american_scientific_journal-3591	144	105	dmu1	dmu1	VERB
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american_scientific_journal-3591	144	121	1.0118771	1.0118771	NUM
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american_scientific_journal-3591	144	125	0.4644213	0.4644213	NUM
american_scientific_journal-3591	144	126	0.9996344	0.9996344	NUM
american_scientific_journal-3591	144	127	0.9958039	0.9958039	NUM
american_scientific_journal-3591	144	128	1.0277394	1.0277394	NUM
american_scientific_journal-3591	144	129	dmu5	dmu5	NOUN
american_scientific_journal-3591	144	130	0.978026	0.978026	NUM
american_scientific_journal-3591	144	131	0.9351257	0.9351257	NUM
american_scientific_journal-3591	144	132	0.9825047	0.9825047	NUM
american_scientific_journal-3591	144	133	0.9691721	0.9691721	NUM
american_scientific_journal-3591	144	134	0.983517	0.983517	NUM
american_scientific_journal-3591	144	135	dmu6	dmu6	NOUN
american_scientific_journal-3591	144	136	1.0017382	1.0017382	NUM
american_scientific_journal-3591	144	137	0.8815075	0.8815075	NUM
american_scientific_journal-3591	144	138	1.0596036	1.0596036	NUM
american_scientific_journal-3591	144	139	0.9436495	0.9436495	NUM
american_scientific_journal-3591	144	140	0.9700452	0.9700452	NUM
american_scientific_journal-3591	144	141	dmu7	dmu7	NOUN
american_scientific_journal-3591	144	142	0.9592727	0.9592727	NUM
american_scientific_journal-3591	144	143	0.9340106	0.9340106	NUM
american_scientific_journal-3591	144	144	0.8799697	0.8799697	NUM
american_scientific_journal-3591	144	145	0.9440175	0.9440175	NUM
american_scientific_journal-3591	144	146	0.9724164	0.9724164	NUM
american_scientific_journal-3591	144	147	dmu8	dmu8	PROPN
american_scientific_journal-3591	144	148	2.3959685	2.3959685	NUM
american_scientific_journal-3591	144	149	0.6909118	0.6909118	NUM
american_scientific_journal-3591	144	150	1.1255776	1.1255776	NUM
american_scientific_journal-3591	144	151	1.2300434	1.2300434	NUM
american_scientific_journal-3591	144	152	1.3571549	1.3571549	NUM
american_scientific_journal-3591	144	153	dmu9	dmu9	NOUN
american_scientific_journal-3591	144	154	1.1290033	1.1290033	NUM
american_scientific_journal-3591	144	155	0.9073348	0.9073348	NUM
american_scientific_journal-3591	144	156	0.8789373	0.8789373	NUM
american_scientific_journal-3591	144	157	0.9448758	0.9448758	NUM
american_scientific_journal-3591	144	158	0.9466427	0.9466427	NUM
american_scientific_journal-3591	144	159	dmu10	dmu10	NOUN
american_scientific_journal-3591	144	160	1.075	1.075	NUM
american_scientific_journal-3591	144	161	1.0889417	1.0889417	NUM
american_scientific_journal-3591	144	162	1.0416111	1.0416111	NUM
american_scientific_journal-3591	144	163	1.0756165	1.0756165	NUM
american_scientific_journal-3591	144	164	1.0637838	1.0637838	NUM
american_scientific_journal-3591	144	165	dmu11	dmu11	ADJ
american_scientific_journal-3591	144	166	1.1544018	1.1544018	NUM
american_scientific_journal-3591	144	167	1.1736758	1.1736758	NUM
american_scientific_journal-3591	144	168	1.0864629	1.0864629	NUM
american_scientific_journal-3591	144	169	1.1395335	1.1395335	NUM
american_scientific_journal-3591	144	170	1.1479187	1.1479187	NUM
american_scientific_journal-3591	144	171	dmu12	dmu12	NOUN
american_scientific_journal-3591	144	172	1.0909938	1.0909938	NUM
american_scientific_journal-3591	144	173	3.1004734	3.1004734	NUM
american_scientific_journal-3591	144	174	1.1124966	1.1124966	NUM
american_scientific_journal-3591	144	175	0.9935902	0.9935902	NUM
american_scientific_journal-3591	144	176	0.8988932	0.8988932	NUM
american_scientific_journal-3591	144	177	dmu13	dmu13	NOUN
american_scientific_journal-3591	144	178	1	1	NUM
american_scientific_journal-3591	144	179	0.9999993	0.9999993	NUM
american_scientific_journal-3591	144	180	0.9728405	0.9728405	NUM
american_scientific_journal-3591	144	181	1.0117981	1.0117981	NUM
american_scientific_journal-3591	144	182	0.8692028	0.8692028	NUM
american_scientific_journal-3591	144	183	dmu14	dmu14	VERB
american_scientific_journal-3591	144	184	1.021862	1.021862	NUM
american_scientific_journal-3591	144	185	1.0000685	1.0000685	NUM
american_scientific_journal-3591	144	186	0.9271978	0.9271978	NUM
american_scientific_journal-3591	144	187	1.0345187	1.0345187	NUM
american_scientific_journal-3591	144	188	0.9163756	0.9163756	NUM
american_scientific_journal-3591	144	189	dmu15	dmu15	PROPN
american_scientific_journal-3591	144	190	0.728121	0.728121	NUM
american_scientific_journal-3591	144	191	1.0621409	1.0621409	NUM
american_scientific_journal-3591	144	192	1.0685008	1.0685008	NUM
american_scientific_journal-3591	144	193	1.0000007	1.0000007	NUM
american_scientific_journal-3591	144	194	1.0000008	1.0000008	NUM
american_scientific_journal-3591	144	195	source	source	NOUN
american_scientific_journal-3591	144	196	:	:	PUNCT
american_scientific_journal-3591	144	197	calculate	calculate	NOUN
american_scientific_journal-3591	144	198	by	by	ADP
american_scientific_journal-3591	144	199	researcher	researcher	NOUN
american_scientific_journal-3591	144	200	figure	figure	NOUN
american_scientific_journal-3591	144	201	2	2	NUM
american_scientific_journal-3591	144	202	:	:	PUNCT
american_scientific_journal-3591	144	203	annual	annual	ADJ
american_scientific_journal-3591	144	204	efficiency	efficiency	NOUN
american_scientific_journal-3591	144	205	changes	change	NOUN
american_scientific_journal-3591	144	206	from	from	ADP
american_scientific_journal-3591	144	207	2012	2012	NUM
american_scientific_journal-3591	144	208	to	to	ADP
american_scientific_journal-3591	144	209	2017	2017	NUM
american_scientific_journal-3591	144	210	figure	figure	NOUN
american_scientific_journal-3591	144	211	2	2	NUM
american_scientific_journal-3591	144	212	expresses	express	VERB
american_scientific_journal-3591	144	213	the	the	DET
american_scientific_journal-3591	144	214	efficient	efficient	ADJ
american_scientific_journal-3591	144	215	change	change	NOUN
american_scientific_journal-3591	144	216	of	of	ADP
american_scientific_journal-3591	144	217	15	15	NUM
american_scientific_journal-3591	144	218	dmus	dmus	NOUN
american_scientific_journal-3591	144	219	over	over	ADP
american_scientific_journal-3591	144	220	period	period	NOUN
american_scientific_journal-3591	144	221	2012	2012	NUM
american_scientific_journal-3591	144	222	–	–	PUNCT
american_scientific_journal-3591	144	223	2017	2017	NUM
american_scientific_journal-3591	144	224	.	.	PUNCT
american_scientific_journal-3591	145	1	the	the	DET
american_scientific_journal-3591	145	2	results	result	NOUN
american_scientific_journal-3591	145	3	showed	show	VERB
american_scientific_journal-3591	145	4	that	that	SCONJ
american_scientific_journal-3591	145	5	the	the	DET
american_scientific_journal-3591	145	6	efficiency	efficiency	NOUN
american_scientific_journal-3591	145	7	of	of	ADP
american_scientific_journal-3591	145	8	them	they	PRON
american_scientific_journal-3591	145	9	is	be	AUX
american_scientific_journal-3591	145	10	unstable	unstable	ADJ
american_scientific_journal-3591	145	11	over	over	ADP
american_scientific_journal-3591	145	12	period	period	NOUN
american_scientific_journal-3591	145	13	2012	2012	NUM
american_scientific_journal-3591	145	14	–	–	PUNCT
american_scientific_journal-3591	145	15	2015	2015	NUM
american_scientific_journal-3591	145	16	,	,	PUNCT
american_scientific_journal-3591	145	17	and	and	CCONJ
american_scientific_journal-3591	145	18	is	be	AUX
american_scientific_journal-3591	145	19	going	go	VERB
american_scientific_journal-3591	145	20	down	down	ADP
american_scientific_journal-3591	145	21	in	in	ADP
american_scientific_journal-3591	145	22	2015	2015	NUM
american_scientific_journal-3591	145	23	–	–	PUNCT
american_scientific_journal-3591	145	24	2017	2017	NUM
american_scientific_journal-3591	145	25	.	.	PUNCT
american_scientific_journal-3591	146	1	the	the	DET
american_scientific_journal-3591	146	2	only	only	ADJ
american_scientific_journal-3591	146	3	six	six	NUM
american_scientific_journal-3591	146	4	dmus	dmus	NOUN
american_scientific_journal-3591	146	5	showed	show	VERB
american_scientific_journal-3591	146	6	efficient	efficient	ADJ
american_scientific_journal-3591	146	7	improvement	improvement	NOUN
american_scientific_journal-3591	146	8	in	in	ADP
american_scientific_journal-3591	146	9	period	period	NOUN
american_scientific_journal-3591	146	10	2012	2012	NUM
american_scientific_journal-3591	146	11	–	–	PUNCT
american_scientific_journal-3591	146	12	2013	2013	NUM
american_scientific_journal-3591	146	13	,	,	PUNCT
american_scientific_journal-3591	146	14	including	include	VERB
american_scientific_journal-3591	146	15	(	(	PUNCT
american_scientific_journal-3591	146	16	dmu5	dmu5	NOUN
american_scientific_journal-3591	146	17	,	,	PUNCT
american_scientific_journal-3591	146	18	dmu6	dmu6	PROPN
american_scientific_journal-3591	146	19	,	,	PUNCT
american_scientific_journal-3591	146	20	dmu7	dmu7	PROPN
american_scientific_journal-3591	146	21	,	,	PUNCT
american_scientific_journal-3591	146	22	dm10	dm10	PROPN
american_scientific_journal-3591	146	23	,	,	PUNCT
american_scientific_journal-3591	146	24	dmu11	dmu11	ADJ
american_scientific_journal-3591	146	25	,	,	PUNCT
american_scientific_journal-3591	146	26	and	and	CCONJ
american_scientific_journal-3591	146	27	dmu14	dmu14	NOUN
american_scientific_journal-3591	146	28	)	)	PUNCT
american_scientific_journal-3591	146	29	.	.	PUNCT
american_scientific_journal-3591	147	1	seven	seven	NUM
american_scientific_journal-3591	147	2	dmus	dmus	PROPN
american_scientific_journal-3591	147	3	had	have	VERB
american_scientific_journal-3591	147	4	no	no	DET
american_scientific_journal-3591	147	5	change	change	NOUN
american_scientific_journal-3591	147	6	in	in	ADP
american_scientific_journal-3591	147	7	their	their	PRON
american_scientific_journal-3591	147	8	efficiency	efficiency	NOUN
american_scientific_journal-3591	147	9	and	and	CCONJ
american_scientific_journal-3591	147	10	the	the	DET
american_scientific_journal-3591	147	11	other	other	ADJ
american_scientific_journal-3591	147	12	two	two	NUM
american_scientific_journal-3591	147	13	dmus	dmus	NOUN
american_scientific_journal-3591	147	14	lost	lose	VERB
american_scientific_journal-3591	147	15	to	to	PART
american_scientific_journal-3591	147	16	improve	improve	VERB
american_scientific_journal-3591	147	17	their	their	PRON
american_scientific_journal-3591	147	18	efficiency	efficiency	NOUN
american_scientific_journal-3591	147	19	in	in	ADP
american_scientific_journal-3591	147	20	this	this	DET
american_scientific_journal-3591	147	21	period	period	NOUN
american_scientific_journal-3591	147	22	.	.	PUNCT
american_scientific_journal-3591	148	1	dmu10	dmu10	PROPN
american_scientific_journal-3591	148	2	,	,	PUNCT
american_scientific_journal-3591	148	3	dmu11	dmu11	PROPN
american_scientific_journal-3591	148	4	and	and	CCONJ
american_scientific_journal-3591	148	5	dmu	dmu	PROPN
american_scientific_journal-3591	148	6	obtained	obtain	VERB
american_scientific_journal-3591	148	7	the	the	DET
american_scientific_journal-3591	148	8	highest	high	ADJ
american_scientific_journal-3591	148	9	improvement	improvement	NOUN
american_scientific_journal-3591	148	10	.	.	PUNCT
american_scientific_journal-3591	149	1	dmu12	dmu12	PROPN
american_scientific_journal-3591	149	2	had	have	VERB
american_scientific_journal-3591	149	3	0	0	NUM
american_scientific_journal-3591	149	4	2	2	NUM
american_scientific_journal-3591	149	5	4	4	NUM
american_scientific_journal-3591	149	6	2012=<2013	2012=<2013	NUM
american_scientific_journal-3591	149	7	2013=<2014	2013=<2014	NUM
american_scientific_journal-3591	149	8	2014=<2015	2014=<2015	NUM
american_scientific_journal-3591	149	9	2015=<2016	2015=<2016	NUM
american_scientific_journal-3591	149	10	2016=<2017	2016=<2017	NUM
american_scientific_journal-3591	149	11	catch	catch	VERB
american_scientific_journal-3591	149	12	-	-	PUNCT
american_scientific_journal-3591	149	13	up	up	ADP
american_scientific_journal-3591	149	14	dmu1	dmu1	PROPN
american_scientific_journal-3591	149	15	dmu2	dmu2	PROPN
american_scientific_journal-3591	149	16	dmu3	dmu3	PROPN
american_scientific_journal-3591	150	1	dmu4	dmu4	PROPN
american_scientific_journal-3591	150	2	dmu5	dmu5	PROPN
american_scientific_journal-3591	150	3	dmu6	dmu6	PROPN
american_scientific_journal-3591	150	4	dmu7	dmu7	PROPN
american_scientific_journal-3591	150	5	dmu8	dmu8	PROPN
american_scientific_journal-3591	150	6	dmu9	dmu9	PROPN
american_scientific_journal-3591	150	7	dmu10	dmu10	PROPN
american_scientific_journal-3591	150	8	dmu11	dmu11	PROPN
american_scientific_journal-3591	150	9	dmu12	dmu12	NOUN
american_scientific_journal-3591	150	10	dmu13	dmu13	PROPN
american_scientific_journal-3591	150	11	dmu14	dmu14	VERB
american_scientific_journal-3591	150	12	dmu15	dmu15	PROPN
american_scientific_journal-3591	150	13	american	american	PROPN
american_scientific_journal-3591	150	14	scientific	scientific	PROPN
american_scientific_journal-3591	150	15	research	research	PROPN
american_scientific_journal-3591	150	16	journal	journal	NOUN
american_scientific_journal-3591	150	17	for	for	ADP
american_scientific_journal-3591	150	18	engineering	engineering	NOUN
american_scientific_journal-3591	150	19	,	,	PUNCT
american_scientific_journal-3591	150	20	technology	technology	NOUN
american_scientific_journal-3591	150	21	,	,	PUNCT
american_scientific_journal-3591	150	22	and	and	CCONJ
american_scientific_journal-3591	150	23	sciences	science	NOUN
american_scientific_journal-3591	150	24	(	(	PUNCT
american_scientific_journal-3591	150	25	asrjets	asrjet	NOUN
american_scientific_journal-3591	150	26	)	)	PUNCT
american_scientific_journal-3591	150	27	(	(	PUNCT
american_scientific_journal-3591	150	28	2017	2017	NUM
american_scientific_journal-3591	150	29	)	)	PUNCT
american_scientific_journal-3591	150	30	volume	volume	NOUN
american_scientific_journal-3591	150	31	38	38	NUM
american_scientific_journal-3591	150	32	,	,	PUNCT
american_scientific_journal-3591	150	33	no	no	DET
american_scientific_journal-3591	150	34	1	1	NUM
american_scientific_journal-3591	150	35	,	,	PUNCT
american_scientific_journal-3591	150	36	pp	pp	ADV
american_scientific_journal-3591	150	37	33	33	NUM
american_scientific_journal-3591	150	38	-	-	SYM
american_scientific_journal-3591	150	39	47	47	NUM
american_scientific_journal-3591	150	40	44	44	NUM
american_scientific_journal-3591	150	41	experienced	experience	VERB
american_scientific_journal-3591	150	42	a	a	DET
american_scientific_journal-3591	150	43	dramatic	dramatic	ADJ
american_scientific_journal-3591	150	44	efficiency	efficiency	NOUN
american_scientific_journal-3591	150	45	rise	rise	NOUN
american_scientific_journal-3591	150	46	in	in	ADP
american_scientific_journal-3591	150	47	period	period	NOUN
american_scientific_journal-3591	150	48	2013	2013	NUM
american_scientific_journal-3591	150	49	–	–	PUNCT
american_scientific_journal-3591	150	50	2014	2014	NUM
american_scientific_journal-3591	150	51	,	,	PUNCT
american_scientific_journal-3591	150	52	while	while	SCONJ
american_scientific_journal-3591	150	53	other	other	ADJ
american_scientific_journal-3591	150	54	dmus	dmus	NOUN
american_scientific_journal-3591	150	55	lose	lose	VERB
american_scientific_journal-3591	150	56	efficiency	efficiency	NOUN
american_scientific_journal-3591	150	57	.	.	PUNCT
american_scientific_journal-3591	151	1	the	the	DET
american_scientific_journal-3591	151	2	period	period	NOUN
american_scientific_journal-3591	151	3	2014	2014	NUM
american_scientific_journal-3591	151	4	–	–	PUNCT
american_scientific_journal-3591	151	5	2015	2015	NUM
american_scientific_journal-3591	151	6	came	come	VERB
american_scientific_journal-3591	151	7	with	with	ADP
american_scientific_journal-3591	151	8	the	the	DET
american_scientific_journal-3591	151	9	improvement	improvement	NOUN
american_scientific_journal-3591	151	10	of	of	ADP
american_scientific_journal-3591	151	11	efficiency	efficiency	NOUN
american_scientific_journal-3591	151	12	for	for	ADP
american_scientific_journal-3591	151	13	all	all	DET
american_scientific_journal-3591	151	14	dmus	dmus	NOUN
american_scientific_journal-3591	151	15	,	,	PUNCT
american_scientific_journal-3591	151	16	exclude	exclude	VERB
american_scientific_journal-3591	151	17	dmu5	dmu5	NOUN
american_scientific_journal-3591	151	18	and	and	CCONJ
american_scientific_journal-3591	151	19	dmu15	dmu15	PROPN
american_scientific_journal-3591	151	20	.	.	PUNCT
american_scientific_journal-3591	152	1	however	however	ADV
american_scientific_journal-3591	152	2	,	,	PUNCT
american_scientific_journal-3591	152	3	the	the	DET
american_scientific_journal-3591	152	4	trend	trend	NOUN
american_scientific_journal-3591	152	5	of	of	ADP
american_scientific_journal-3591	152	6	efficiency	efficiency	NOUN
american_scientific_journal-3591	152	7	is	be	AUX
american_scientific_journal-3591	152	8	decreasing	decrease	VERB
american_scientific_journal-3591	152	9	for	for	ADP
american_scientific_journal-3591	152	10	all	all	DET
american_scientific_journal-3591	152	11	dmus	dmus	NOUN
american_scientific_journal-3591	152	12	from	from	ADP
american_scientific_journal-3591	152	13	2015	2015	NUM
american_scientific_journal-3591	152	14	–	–	PUNCT
american_scientific_journal-3591	152	15	2017	2017	NUM
american_scientific_journal-3591	152	16	.	.	PUNCT
american_scientific_journal-3591	152	17	except	except	SCONJ
american_scientific_journal-3591	152	18	for	for	ADP
american_scientific_journal-3591	152	19	dmu8	dmu8	PROPN
american_scientific_journal-3591	152	20	,	,	PUNCT
american_scientific_journal-3591	152	21	which	which	PRON
american_scientific_journal-3591	152	22	had	have	VERB
american_scientific_journal-3591	152	23	slight	slight	ADJ
american_scientific_journal-3591	152	24	efficiency	efficiency	NOUN
american_scientific_journal-3591	152	25	changes	change	NOUN
american_scientific_journal-3591	152	26	in	in	ADP
american_scientific_journal-3591	152	27	2015	2015	NUM
american_scientific_journal-3591	152	28	–	–	PUNCT
american_scientific_journal-3591	152	29	2016	2016	NUM
american_scientific_journal-3591	152	30	.	.	PUNCT
american_scientific_journal-3591	153	1	in	in	ADP
american_scientific_journal-3591	153	2	general	general	ADJ
american_scientific_journal-3591	153	3	,	,	PUNCT
american_scientific_journal-3591	153	4	dmu1	dmu1	PROPN
american_scientific_journal-3591	153	5	,	,	PUNCT
american_scientific_journal-3591	153	6	dmu3	dmu3	PROPN
american_scientific_journal-3591	153	7	,	,	PUNCT
american_scientific_journal-3591	153	8	dmu10	dmu10	PROPN
american_scientific_journal-3591	153	9	,	,	PUNCT
american_scientific_journal-3591	153	10	dmu11	dmu11	ADJ
american_scientific_journal-3591	153	11	,	,	PUNCT
american_scientific_journal-3591	153	12	dmu12	dmu12	PROPN
american_scientific_journal-3591	153	13	,	,	PUNCT
american_scientific_journal-3591	153	14	and	and	CCONJ
american_scientific_journal-3591	153	15	dmu14	dmu14	NOUN
american_scientific_journal-3591	153	16	are	be	AUX
american_scientific_journal-3591	153	17	found	find	VERB
american_scientific_journal-3591	153	18	with	with	ADP
american_scientific_journal-3591	153	19	a	a	DET
american_scientific_journal-3591	153	20	stable	stable	ADJ
american_scientific_journal-3591	153	21	efficiency	efficiency	NOUN
american_scientific_journal-3591	153	22	,	,	PUNCT
american_scientific_journal-3591	153	23	but	but	CCONJ
american_scientific_journal-3591	153	24	they	they	PRON
american_scientific_journal-3591	153	25	had	have	AUX
american_scientific_journal-3591	153	26	not	not	PART
american_scientific_journal-3591	153	27	improved	improve	VERB
american_scientific_journal-3591	153	28	their	their	PRON
american_scientific_journal-3591	153	29	in	in	ADP
american_scientific_journal-3591	153	30	the	the	DET
american_scientific_journal-3591	153	31	current	current	ADJ
american_scientific_journal-3591	153	32	and	and	CCONJ
american_scientific_journal-3591	153	33	forecasted	forecast	VERB
american_scientific_journal-3591	153	34	future	future	ADJ
american_scientific_journal-3591	153	35	years	year	NOUN
american_scientific_journal-3591	153	36	.	.	PUNCT
american_scientific_journal-3591	154	1	from	from	ADP
american_scientific_journal-3591	154	2	the	the	DET
american_scientific_journal-3591	154	3	trend	trend	NOUN
american_scientific_journal-3591	154	4	of	of	ADP
american_scientific_journal-3591	154	5	figure	figure	NOUN
american_scientific_journal-3591	154	6	2	2	NUM
american_scientific_journal-3591	154	7	,	,	PUNCT
american_scientific_journal-3591	154	8	we	we	PRON
american_scientific_journal-3591	154	9	can	can	AUX
american_scientific_journal-3591	154	10	determine	determine	VERB
american_scientific_journal-3591	154	11	and	and	CCONJ
american_scientific_journal-3591	154	12	predict	predict	VERB
american_scientific_journal-3591	154	13	the	the	DET
american_scientific_journal-3591	154	14	efficient	efficient	ADJ
american_scientific_journal-3591	154	15	changes	change	NOUN
american_scientific_journal-3591	154	16	of	of	ADP
american_scientific_journal-3591	154	17	all	all	DET
american_scientific_journal-3591	154	18	dmus	dmus	NOUN
american_scientific_journal-3591	154	19	.	.	PUNCT
american_scientific_journal-3591	155	1	technical	technical	ADJ
american_scientific_journal-3591	155	2	change	change	NOUN
american_scientific_journal-3591	155	3	is	be	AUX
american_scientific_journal-3591	155	4	called	call	VERB
american_scientific_journal-3591	155	5	‘	'	PUNCT
american_scientific_journal-3591	155	6	‘	'	PUNCT
american_scientific_journal-3591	155	7	innovation	innovation	NOUN
american_scientific_journal-3591	155	8	’’	’'	PUNCT
american_scientific_journal-3591	155	9	or	or	CCONJ
american_scientific_journal-3591	155	10	“	"	PUNCT
american_scientific_journal-3591	155	11	frontier	frontier	NOUN
american_scientific_journal-3591	155	12	-	-	PUNCT
american_scientific_journal-3591	155	13	shift	shift	NOUN
american_scientific_journal-3591	155	14	”	"	PUNCT
american_scientific_journal-3591	155	15	effects	effect	NOUN
american_scientific_journal-3591	155	16	.	.	PUNCT
american_scientific_journal-3591	156	1	figure	figure	NOUN
american_scientific_journal-3591	156	2	3	3	NUM
american_scientific_journal-3591	156	3	indicated	indicate	VERB
american_scientific_journal-3591	156	4	that	that	SCONJ
american_scientific_journal-3591	156	5	,	,	PUNCT
american_scientific_journal-3591	156	6	the	the	DET
american_scientific_journal-3591	156	7	efficient	efficient	ADJ
american_scientific_journal-3591	156	8	trend	trend	NOUN
american_scientific_journal-3591	156	9	of	of	ADP
american_scientific_journal-3591	156	10	dmus	dmus	NOUN
american_scientific_journal-3591	156	11	is	be	AUX
american_scientific_journal-3591	156	12	undulate	undulate	ADJ
american_scientific_journal-3591	156	13	.	.	PUNCT
american_scientific_journal-3591	157	1	it	it	PRON
american_scientific_journal-3591	157	2	is	be	AUX
american_scientific_journal-3591	157	3	found	find	VERB
american_scientific_journal-3591	157	4	that	that	SCONJ
american_scientific_journal-3591	157	5	,	,	PUNCT
american_scientific_journal-3591	157	6	except	except	SCONJ
american_scientific_journal-3591	157	7	dmu1	dmu1	PROPN
american_scientific_journal-3591	157	8	,	,	PUNCT
american_scientific_journal-3591	157	9	dmu2	dmu2	PROPN
american_scientific_journal-3591	157	10	,	,	PUNCT
american_scientific_journal-3591	157	11	and	and	CCONJ
american_scientific_journal-3591	157	12	dmu8	dmu8	PROPN
american_scientific_journal-3591	157	13	,	,	PUNCT
american_scientific_journal-3591	157	14	other	other	ADJ
american_scientific_journal-3591	157	15	dmus	dmus	PROPN
american_scientific_journal-3591	157	16	had	have	AUX
american_scientific_journal-3591	157	17	experienced	experience	VERB
american_scientific_journal-3591	157	18	and	and	CCONJ
american_scientific_journal-3591	157	19	downward	downward	ADJ
american_scientific_journal-3591	157	20	technical	technical	ADJ
american_scientific_journal-3591	157	21	change	change	NOUN
american_scientific_journal-3591	157	22	.	.	PUNCT
american_scientific_journal-3591	158	1	eight	eight	NUM
american_scientific_journal-3591	158	2	of	of	ADP
american_scientific_journal-3591	158	3	them	they	PRON
american_scientific_journal-3591	158	4	had	have	VERB
american_scientific_journal-3591	158	5	efficiency	efficiency	NOUN
american_scientific_journal-3591	158	6	drop	drop	NOUN
american_scientific_journal-3591	158	7	during	during	ADP
american_scientific_journal-3591	158	8	2013	2013	NUM
american_scientific_journal-3591	158	9	–	–	PUNCT
american_scientific_journal-3591	158	10	2014	2014	NUM
american_scientific_journal-3591	158	11	.	.	PUNCT
american_scientific_journal-3591	159	1	in	in	ADP
american_scientific_journal-3591	159	2	which	which	PRON
american_scientific_journal-3591	159	3	the	the	DET
american_scientific_journal-3591	159	4	dmu14	dmu14	NOUN
american_scientific_journal-3591	159	5	and	and	CCONJ
american_scientific_journal-3591	159	6	dmu15	dmu15	PROPN
american_scientific_journal-3591	159	7	had	have	VERB
american_scientific_journal-3591	159	8	dramatic	dramatic	ADJ
american_scientific_journal-3591	159	9	drop	drop	NOUN
american_scientific_journal-3591	159	10	in	in	ADP
american_scientific_journal-3591	159	11	technical	technical	ADJ
american_scientific_journal-3591	159	12	change	change	NOUN
american_scientific_journal-3591	159	13	,	,	PUNCT
american_scientific_journal-3591	159	14	while	while	SCONJ
american_scientific_journal-3591	159	15	the	the	DET
american_scientific_journal-3591	159	16	dmu8	dmu8	PROPN
american_scientific_journal-3591	159	17	had	have	VERB
american_scientific_journal-3591	159	18	a	a	DET
american_scientific_journal-3591	159	19	highest	high	ADJ
american_scientific_journal-3591	159	20	improvement	improvement	NOUN
american_scientific_journal-3591	159	21	of	of	ADP
american_scientific_journal-3591	159	22	technology	technology	NOUN
american_scientific_journal-3591	159	23	.	.	PUNCT
american_scientific_journal-3591	160	1	in	in	ADP
american_scientific_journal-3591	160	2	the	the	DET
american_scientific_journal-3591	160	3	period	period	NOUN
american_scientific_journal-3591	160	4	2013	2013	NUM
american_scientific_journal-3591	160	5	–	–	PUNCT
american_scientific_journal-3591	160	6	2014	2014	NUM
american_scientific_journal-3591	160	7	,	,	PUNCT
american_scientific_journal-3591	160	8	it	it	PRON
american_scientific_journal-3591	160	9	is	be	AUX
american_scientific_journal-3591	160	10	found	find	VERB
american_scientific_journal-3591	160	11	that	that	SCONJ
american_scientific_journal-3591	160	12	,	,	PUNCT
american_scientific_journal-3591	160	13	dmu12	dmu12	PROPN
american_scientific_journal-3591	160	14	and	and	CCONJ
american_scientific_journal-3591	160	15	dmu4	dmu4	PROPN
american_scientific_journal-3591	160	16	are	be	AUX
american_scientific_journal-3591	160	17	deteriorated	deteriorate	VERB
american_scientific_journal-3591	160	18	in	in	ADP
american_scientific_journal-3591	160	19	technical	technical	ADJ
american_scientific_journal-3591	160	20	change	change	NOUN
american_scientific_journal-3591	160	21	,	,	PUNCT
american_scientific_journal-3591	160	22	it	it	PRON
american_scientific_journal-3591	160	23	means	mean	VERB
american_scientific_journal-3591	160	24	that	that	SCONJ
american_scientific_journal-3591	160	25	it	it	PRON
american_scientific_journal-3591	160	26	has	have	AUX
american_scientific_journal-3591	160	27	decreased	decrease	VERB
american_scientific_journal-3591	160	28	in	in	ADP
american_scientific_journal-3591	160	29	output	output	NOUN
american_scientific_journal-3591	160	30	production	production	NOUN
american_scientific_journal-3591	160	31	or	or	CCONJ
american_scientific_journal-3591	160	32	unimproved	unimproved	ADJ
american_scientific_journal-3591	160	33	technology	technology	NOUN
american_scientific_journal-3591	160	34	.	.	PUNCT
american_scientific_journal-3591	161	1	after	after	SCONJ
american_scientific_journal-3591	161	2	a	a	DET
american_scientific_journal-3591	161	3	downward	downward	ADJ
american_scientific_journal-3591	161	4	trend	trend	NOUN
american_scientific_journal-3591	161	5	was	be	AUX
american_scientific_journal-3591	161	6	found	find	VERB
american_scientific_journal-3591	161	7	in	in	ADP
american_scientific_journal-3591	161	8	2014	2014	NUM
american_scientific_journal-3591	161	9	–	–	PUNCT
american_scientific_journal-3591	161	10	2015	2015	NUM
american_scientific_journal-3591	161	11	,	,	PUNCT
american_scientific_journal-3591	161	12	the	the	DET
american_scientific_journal-3591	161	13	technical	technical	ADJ
american_scientific_journal-3591	161	14	change	change	NOUN
american_scientific_journal-3591	161	15	of	of	ADP
american_scientific_journal-3591	161	16	all	all	DET
american_scientific_journal-3591	161	17	dmus	dmus	NOUN
american_scientific_journal-3591	161	18	is	be	AUX
american_scientific_journal-3591	161	19	going	go	VERB
american_scientific_journal-3591	161	20	up	up	ADP
american_scientific_journal-3591	161	21	in	in	ADP
american_scientific_journal-3591	161	22	periods	period	NOUN
american_scientific_journal-3591	161	23	2015	2015	NUM
american_scientific_journal-3591	161	24	–	–	PUNCT
american_scientific_journal-3591	161	25	2017	2017	NUM
american_scientific_journal-3591	161	26	.	.	PUNCT
american_scientific_journal-3591	162	1	the	the	DET
american_scientific_journal-3591	162	2	trend	trend	NOUN
american_scientific_journal-3591	162	3	showed	show	VERB
american_scientific_journal-3591	162	4	that	that	SCONJ
american_scientific_journal-3591	162	5	,	,	PUNCT
american_scientific_journal-3591	162	6	most	most	ADJ
american_scientific_journal-3591	162	7	dmus	dmus	NOUN
american_scientific_journal-3591	162	8	will	will	AUX
american_scientific_journal-3591	162	9	be	be	AUX
american_scientific_journal-3591	162	10	improved	improve	VERB
american_scientific_journal-3591	162	11	technology	technology	NOUN
american_scientific_journal-3591	162	12	in	in	ADP
american_scientific_journal-3591	162	13	future	future	NOUN
american_scientific_journal-3591	162	14	.	.	PUNCT
american_scientific_journal-3591	163	1	figure	figure	VERB
american_scientific_journal-3591	163	2	3	3	NUM
american_scientific_journal-3591	163	3	:	:	PUNCT
american_scientific_journal-3591	163	4	annual	annual	ADJ
american_scientific_journal-3591	163	5	technical	technical	ADJ
american_scientific_journal-3591	163	6	changes	change	NOUN
american_scientific_journal-3591	163	7	from	from	ADP
american_scientific_journal-3591	163	8	2012	2012	NUM
american_scientific_journal-3591	163	9	to	to	ADP
american_scientific_journal-3591	163	10	2017	2017	NUM
american_scientific_journal-3591	163	11	figure	figure	NOUN
american_scientific_journal-3591	163	12	4	4	NUM
american_scientific_journal-3591	163	13	shows	show	VERB
american_scientific_journal-3591	163	14	the	the	DET
american_scientific_journal-3591	163	15	productivity	productivity	NOUN
american_scientific_journal-3591	163	16	index	index	NOUN
american_scientific_journal-3591	163	17	(	(	PUNCT
american_scientific_journal-3591	163	18	mpi	mpi	PROPN
american_scientific_journal-3591	163	19	)	)	PUNCT
american_scientific_journal-3591	163	20	of	of	ADP
american_scientific_journal-3591	163	21	15	15	NUM
american_scientific_journal-3591	163	22	dmus	dmus	NOUN
american_scientific_journal-3591	163	23	from	from	ADP
american_scientific_journal-3591	163	24	2012	2012	NUM
american_scientific_journal-3591	163	25	–	–	PUNCT
american_scientific_journal-3591	163	26	2017	2017	NUM
american_scientific_journal-3591	163	27	.	.	PUNCT
american_scientific_journal-3591	164	1	the	the	DET
american_scientific_journal-3591	164	2	results	result	NOUN
american_scientific_journal-3591	164	3	indicated	indicate	VERB
american_scientific_journal-3591	164	4	that	that	SCONJ
american_scientific_journal-3591	164	5	,	,	PUNCT
american_scientific_journal-3591	164	6	dmu1	dmu1	PROPN
american_scientific_journal-3591	164	7	,	,	PUNCT
american_scientific_journal-3591	164	8	dmu8	dmu8	PROPN
american_scientific_journal-3591	164	9	,	,	PUNCT
american_scientific_journal-3591	164	10	dmu10	dmu10	PROPN
american_scientific_journal-3591	164	11	,	,	PUNCT
american_scientific_journal-3591	164	12	dmu11	dmu11	ADJ
american_scientific_journal-3591	164	13	,	,	PUNCT
american_scientific_journal-3591	164	14	and	and	CCONJ
american_scientific_journal-3591	164	15	dmu15	dmu15	PROPN
american_scientific_journal-3591	164	16	had	have	VERB
american_scientific_journal-3591	164	17	a	a	DET
american_scientific_journal-3591	164	18	long	long	ADJ
american_scientific_journal-3591	164	19	-	-	PUNCT
american_scientific_journal-3591	164	20	term	term	NOUN
american_scientific_journal-3591	164	21	upward	upward	ADJ
american_scientific_journal-3591	164	22	trend	trend	NOUN
american_scientific_journal-3591	164	23	during	during	ADP
american_scientific_journal-3591	164	24	2011	2011	NUM
american_scientific_journal-3591	164	25	–	–	PUNCT
american_scientific_journal-3591	164	26	2017	2017	NUM
american_scientific_journal-3591	164	27	.	.	PUNCT
american_scientific_journal-3591	165	1	however	however	SCONJ
american_scientific_journal-3591	165	2	dmu8	dmu8	PROPN
american_scientific_journal-3591	165	3	had	have	VERB
american_scientific_journal-3591	165	4	a	a	DET
american_scientific_journal-3591	165	5	drop	drop	NOUN
american_scientific_journal-3591	165	6	in	in	ADP
american_scientific_journal-3591	165	7	period	period	NOUN
american_scientific_journal-3591	165	8	2013	2013	NUM
american_scientific_journal-3591	165	9	–	–	PUNCT
american_scientific_journal-3591	165	10	2014	2014	NUM
american_scientific_journal-3591	165	11	,	,	PUNCT
american_scientific_journal-3591	165	12	dmu15	dmu15	PROPN
american_scientific_journal-3591	165	13	had	have	VERB
american_scientific_journal-3591	165	14	a	a	DET
american_scientific_journal-3591	165	15	drop	drop	NOUN
american_scientific_journal-3591	165	16	in	in	ADP
american_scientific_journal-3591	165	17	period	period	NOUN
american_scientific_journal-3591	165	18	2012	2012	NUM
american_scientific_journal-3591	165	19	–	–	PUNCT
american_scientific_journal-3591	165	20	2013	2013	NUM
american_scientific_journal-3591	165	21	.	.	PUNCT
american_scientific_journal-3591	166	1	in	in	ADP
american_scientific_journal-3591	166	2	term	term	NOUN
american_scientific_journal-3591	166	3	productivity	productivity	NOUN
american_scientific_journal-3591	166	4	,	,	PUNCT
american_scientific_journal-3591	166	5	they	they	PRON
american_scientific_journal-3591	166	6	are	be	AUX
american_scientific_journal-3591	166	7	top	top	ADJ
american_scientific_journal-3591	166	8	five	five	NUM
american_scientific_journal-3591	166	9	best	good	ADJ
american_scientific_journal-3591	166	10	companies	company	NOUN
american_scientific_journal-3591	166	11	,	,	PUNCT
american_scientific_journal-3591	166	12	while	while	SCONJ
american_scientific_journal-3591	166	13	the	the	DET
american_scientific_journal-3591	166	14	other	other	ADJ
american_scientific_journal-3591	166	15	dmus	dmus	NOUN
american_scientific_journal-3591	166	16	are	be	AUX
american_scientific_journal-3591	166	17	unstable	unstable	ADJ
american_scientific_journal-3591	166	18	in	in	ADP
american_scientific_journal-3591	166	19	productivity	productivity	NOUN
american_scientific_journal-3591	166	20	.	.	PUNCT
american_scientific_journal-3591	167	1	in	in	ADP
american_scientific_journal-3591	167	2	summary	summary	NOUN
american_scientific_journal-3591	167	3	,	,	PUNCT
american_scientific_journal-3591	167	4	to	to	PART
american_scientific_journal-3591	167	5	improve	improve	VERB
american_scientific_journal-3591	167	6	performance	performance	NOUN
american_scientific_journal-3591	167	7	of	of	ADP
american_scientific_journal-3591	167	8	fitness	fitness	NOUN
american_scientific_journal-3591	167	9	equipment	equipment	NOUN
american_scientific_journal-3591	167	10	industry	industry	NOUN
american_scientific_journal-3591	167	11	,	,	PUNCT
american_scientific_journal-3591	167	12	the	the	DET
american_scientific_journal-3591	167	13	decision	decision	NOUN
american_scientific_journal-3591	167	14	-	-	PUNCT
american_scientific_journal-3591	167	15	maker	maker	NOUN
american_scientific_journal-3591	167	16	in	in	ADP
american_scientific_journal-3591	167	17	this	this	DET
american_scientific_journal-3591	167	18	field	field	NOUN
american_scientific_journal-3591	167	19	need	need	VERB
american_scientific_journal-3591	167	20	to	to	PART
american_scientific_journal-3591	167	21	improve	improve	VERB
american_scientific_journal-3591	167	22	in	in	ADP
american_scientific_journal-3591	167	23	both	both	DET
american_scientific_journal-3591	167	24	efficiency	efficiency	NOUN
american_scientific_journal-3591	167	25	and	and	CCONJ
american_scientific_journal-3591	167	26	production	production	NOUN
american_scientific_journal-3591	167	27	,	,	PUNCT
american_scientific_journal-3591	167	28	especially	especially	ADV
american_scientific_journal-3591	167	29	for	for	ADP
american_scientific_journal-3591	167	30	dmu2	dmu2	PROPN
american_scientific_journal-3591	167	31	,	,	PUNCT
american_scientific_journal-3591	167	32	dmu3	dmu3	PROPN
american_scientific_journal-3591	167	33	,	,	PUNCT
american_scientific_journal-3591	167	34	dmu4	dmu4	PROPN
american_scientific_journal-3591	167	35	,	,	PUNCT
american_scientific_journal-3591	167	36	dmu5	dmu5	NOUN
american_scientific_journal-3591	167	37	,	,	PUNCT
american_scientific_journal-3591	167	38	dmu6	dmu6	PROPN
american_scientific_journal-3591	167	39	,	,	PUNCT
american_scientific_journal-3591	167	40	dmu7	dmu7	PROPN
american_scientific_journal-3591	167	41	,	,	PUNCT
american_scientific_journal-3591	167	42	dmu12	dmu12	PROPN
american_scientific_journal-3591	167	43	,	,	PUNCT
american_scientific_journal-3591	167	44	and	and	CCONJ
american_scientific_journal-3591	167	45	dmu13	dmu13	PROPN
american_scientific_journal-3591	167	46	.	.	PUNCT
american_scientific_journal-3591	168	1	figure	figure	VERB
american_scientific_journal-3591	168	2	4	4	NUM
american_scientific_journal-3591	168	3	:	:	PUNCT
american_scientific_journal-3591	168	4	annual	annual	ADJ
american_scientific_journal-3591	168	5	productivity	productivity	NOUN
american_scientific_journal-3591	168	6	change	change	NOUN
american_scientific_journal-3591	168	7	(	(	PUNCT
american_scientific_journal-3591	168	8	mpi	mpi	PROPN
american_scientific_journal-3591	168	9	)	)	PUNCT
american_scientific_journal-3591	168	10	from	from	ADP
american_scientific_journal-3591	168	11	2012	2012	NUM
american_scientific_journal-3591	168	12	to	to	ADP
american_scientific_journal-3591	168	13	2017	2017	NUM
american_scientific_journal-3591	168	14	0	0	NUM
american_scientific_journal-3591	168	15	1	1	NUM
american_scientific_journal-3591	168	16	2	2	NUM
american_scientific_journal-3591	168	17	2012=<2013	2012=<2013	NUM
american_scientific_journal-3591	168	18	2013=<2014	2013=<2014	NUM
american_scientific_journal-3591	168	19	2014=<2015	2014=<2015	NUM
american_scientific_journal-3591	168	20	2015=<2016	2015=<2016	NUM
american_scientific_journal-3591	168	21	2016=<2017	2016=<2017	NUM
american_scientific_journal-3591	168	22	frontier	frontier	NOUN
american_scientific_journal-3591	168	23	-	-	PUNCT
american_scientific_journal-3591	168	24	shift	shift	NOUN
american_scientific_journal-3591	168	25	dmu1	dmu1	PROPN
american_scientific_journal-3591	168	26	dmu2	dmu2	PROPN
american_scientific_journal-3591	168	27	dmu3	dmu3	PROPN
american_scientific_journal-3591	169	1	dmu4	dmu4	PROPN
american_scientific_journal-3591	169	2	dmu5	dmu5	PROPN
american_scientific_journal-3591	169	3	dmu6	dmu6	PROPN
american_scientific_journal-3591	169	4	dmu7	dmu7	PROPN
american_scientific_journal-3591	169	5	dmu8	dmu8	PROPN
american_scientific_journal-3591	169	6	dmu9	dmu9	PROPN
american_scientific_journal-3591	169	7	dmu10	dmu10	PROPN
american_scientific_journal-3591	169	8	dmu11	dmu11	PROPN
american_scientific_journal-3591	169	9	dmu12	dmu12	NOUN
american_scientific_journal-3591	169	10	dmu13	dmu13	PROPN
american_scientific_journal-3591	169	11	dmu14	dmu14	VERB
american_scientific_journal-3591	169	12	dmu15	dmu15	PROPN
american_scientific_journal-3591	169	13	0	0	NUM
american_scientific_journal-3591	169	14	1	1	NUM
american_scientific_journal-3591	169	15	2	2	NUM
american_scientific_journal-3591	169	16	3	3	NUM
american_scientific_journal-3591	169	17	2012=<2013	2012=<2013	NUM
american_scientific_journal-3591	169	18	2013=<2014	2013=<2014	NUM
american_scientific_journal-3591	169	19	2014=<2015	2014=<2015	NUM
american_scientific_journal-3591	169	20	2015=<2016	2015=<2016	NUM
american_scientific_journal-3591	169	21	2016=<2017	2016=<2017	NUM
american_scientific_journal-3591	169	22	malmquist	malmquist	NOUN
american_scientific_journal-3591	169	23	dmu1	dmu1	PROPN
american_scientific_journal-3591	169	24	dmu2	dmu2	PROPN
american_scientific_journal-3591	169	25	dmu3	dmu3	PROPN
american_scientific_journal-3591	170	1	dmu4	dmu4	PROPN
american_scientific_journal-3591	170	2	dmu5	dmu5	PROPN
american_scientific_journal-3591	170	3	dmu6	dmu6	PROPN
american_scientific_journal-3591	170	4	dmu7	dmu7	PROPN
american_scientific_journal-3591	170	5	dmu8	dmu8	PROPN
american_scientific_journal-3591	170	6	dmu9	dmu9	PROPN
american_scientific_journal-3591	170	7	dmu10	dmu10	PROPN
american_scientific_journal-3591	170	8	dmu11	dmu11	PROPN
american_scientific_journal-3591	170	9	dmu12	dmu12	NOUN
american_scientific_journal-3591	170	10	dmu13	dmu13	PROPN
american_scientific_journal-3591	170	11	dmu14	dmu14	VERB
american_scientific_journal-3591	170	12	dmu15	dmu15	PROPN
american_scientific_journal-3591	170	13	american	american	PROPN
american_scientific_journal-3591	170	14	scientific	scientific	PROPN
american_scientific_journal-3591	170	15	research	research	PROPN
american_scientific_journal-3591	170	16	journal	journal	NOUN
american_scientific_journal-3591	170	17	for	for	ADP
american_scientific_journal-3591	170	18	engineering	engineering	NOUN
american_scientific_journal-3591	170	19	,	,	PUNCT
american_scientific_journal-3591	170	20	technology	technology	NOUN
american_scientific_journal-3591	170	21	,	,	PUNCT
american_scientific_journal-3591	170	22	and	and	CCONJ
american_scientific_journal-3591	170	23	sciences	science	NOUN
american_scientific_journal-3591	170	24	(	(	PUNCT
american_scientific_journal-3591	170	25	asrjets	asrjet	NOUN
american_scientific_journal-3591	170	26	)	)	PUNCT
american_scientific_journal-3591	170	27	(	(	PUNCT
american_scientific_journal-3591	170	28	2017	2017	NUM
american_scientific_journal-3591	170	29	)	)	PUNCT
american_scientific_journal-3591	170	30	volume	volume	NOUN
american_scientific_journal-3591	170	31	38	38	NUM
american_scientific_journal-3591	170	32	,	,	PUNCT
american_scientific_journal-3591	170	33	no	no	DET
american_scientific_journal-3591	170	34	1	1	NUM
american_scientific_journal-3591	170	35	,	,	PUNCT
american_scientific_journal-3591	170	36	pp	pp	ADV
american_scientific_journal-3591	170	37	33	33	NUM
american_scientific_journal-3591	170	38	-	-	SYM
american_scientific_journal-3591	170	39	47	47	NUM
american_scientific_journal-3591	170	40	45	45	NUM
american_scientific_journal-3591	170	41	5	5	NUM
american_scientific_journal-3591	170	42	.	.	PUNCT
american_scientific_journal-3591	171	1	conclusions	conclusion	NOUN
american_scientific_journal-3591	171	2	for	for	ADP
american_scientific_journal-3591	171	3	improvement	improvement	NOUN
american_scientific_journal-3591	171	4	of	of	ADP
american_scientific_journal-3591	171	5	the	the	DET
american_scientific_journal-3591	171	6	fitness	fitness	NOUN
american_scientific_journal-3591	171	7	equipment	equipment	NOUN
american_scientific_journal-3591	171	8	industry	industry	NOUN
american_scientific_journal-3591	171	9	,	,	PUNCT
american_scientific_journal-3591	171	10	this	this	DET
american_scientific_journal-3591	171	11	research	research	NOUN
american_scientific_journal-3591	171	12	applies	apply	VERB
american_scientific_journal-3591	171	13	grey	grey	ADJ
american_scientific_journal-3591	171	14	prediction	prediction	NOUN
american_scientific_journal-3591	171	15	and	and	CCONJ
american_scientific_journal-3591	171	16	mpi	mpi	ADJ
american_scientific_journal-3591	171	17	models	model	NOUN
american_scientific_journal-3591	171	18	to	to	PART
american_scientific_journal-3591	171	19	forecast	forecast	VERB
american_scientific_journal-3591	171	20	future	future	ADJ
american_scientific_journal-3591	171	21	business	business	NOUN
american_scientific_journal-3591	171	22	and	and	CCONJ
american_scientific_journal-3591	171	23	evaluate	evaluate	VERB
american_scientific_journal-3591	171	24	productivity	productivity	NOUN
american_scientific_journal-3591	171	25	change	change	NOUN
american_scientific_journal-3591	171	26	in	in	ADP
american_scientific_journal-3591	171	27	the	the	DET
american_scientific_journal-3591	171	28	global	global	ADJ
american_scientific_journal-3591	171	29	fitness	fitness	PROPN
american_scientific_journal-3591	171	30	equipment	equipment	NOUN
american_scientific_journal-3591	171	31	industry	industry	NOUN
american_scientific_journal-3591	171	32	.	.	PUNCT
american_scientific_journal-3591	172	1	the	the	DET
american_scientific_journal-3591	172	2	study	study	NOUN
american_scientific_journal-3591	172	3	conducts	conduct	VERB
american_scientific_journal-3591	172	4	an	an	DET
american_scientific_journal-3591	172	5	empirical	empirical	ADJ
american_scientific_journal-3591	172	6	experiment	experiment	NOUN
american_scientific_journal-3591	172	7	on	on	ADP
american_scientific_journal-3591	172	8	15	15	NUM
american_scientific_journal-3591	172	9	fitness	fitness	NOUN
american_scientific_journal-3591	172	10	equipment	equipment	NOUN
american_scientific_journal-3591	172	11	manufactures	manufacture	NOUN
american_scientific_journal-3591	172	12	.	.	PUNCT
american_scientific_journal-3591	173	1	based	base	VERB
american_scientific_journal-3591	173	2	on	on	ADP
american_scientific_journal-3591	173	3	the	the	DET
american_scientific_journal-3591	173	4	completed	complete	VERB
american_scientific_journal-3591	173	5	public	public	ADJ
american_scientific_journal-3591	173	6	historical	historical	ADJ
american_scientific_journal-3591	173	7	data	datum	NOUN
american_scientific_journal-3591	173	8	(	(	PUNCT
american_scientific_journal-3591	173	9	2012－2015	2012－2015	NUM
american_scientific_journal-3591	173	10	)	)	PUNCT
american_scientific_journal-3591	173	11	,	,	PUNCT
american_scientific_journal-3591	173	12	the	the	DET
american_scientific_journal-3591	173	13	study	study	NOUN
american_scientific_journal-3591	173	14	employed	employ	VERB
american_scientific_journal-3591	173	15	gm	gm	PROPN
american_scientific_journal-3591	173	16	(	(	PUNCT
american_scientific_journal-3591	173	17	1,1	1,1	NUM
american_scientific_journal-3591	173	18	)	)	PUNCT
american_scientific_journal-3591	173	19	model	model	NOUN
american_scientific_journal-3591	173	20	to	to	PART
american_scientific_journal-3591	173	21	predict	predict	VERB
american_scientific_journal-3591	173	22	future	future	ADJ
american_scientific_journal-3591	173	23	business	business	NOUN
american_scientific_journal-3591	173	24	in	in	ADP
american_scientific_journal-3591	173	25	(	(	PUNCT
american_scientific_journal-3591	173	26	2016	2016	NUM
american_scientific_journal-3591	173	27	–	–	PUNCT
american_scientific_journal-3591	173	28	2017	2017	NUM
american_scientific_journal-3591	173	29	)	)	PUNCT
american_scientific_journal-3591	173	30	for	for	ADP
american_scientific_journal-3591	173	31	selected	select	VERB
american_scientific_journal-3591	173	32	manufactures	manufacture	NOUN
american_scientific_journal-3591	173	33	.	.	PUNCT
american_scientific_journal-3591	174	1	the	the	DET
american_scientific_journal-3591	174	2	accurate	accurate	ADJ
american_scientific_journal-3591	174	3	forecasting	forecasting	NOUN
american_scientific_journal-3591	174	4	value	value	NOUN
american_scientific_journal-3591	174	5	had	have	AUX
american_scientific_journal-3591	174	6	been	be	AUX
american_scientific_journal-3591	174	7	tested	test	VERB
american_scientific_journal-3591	174	8	by	by	ADP
american_scientific_journal-3591	174	9	average	average	ADJ
american_scientific_journal-3591	174	10	mape	mape	NOUN
american_scientific_journal-3591	174	11	and	and	CCONJ
american_scientific_journal-3591	174	12	received	receive	VERB
american_scientific_journal-3591	174	13	a	a	DET
american_scientific_journal-3591	174	14	reliable	reliable	ADJ
american_scientific_journal-3591	174	15	percentage	percentage	NOUN
american_scientific_journal-3591	174	16	of	of	ADP
american_scientific_journal-3591	174	17	7.5685	7.5685	NUM
american_scientific_journal-3591	174	18	%	%	NOUN
american_scientific_journal-3591	174	19	.	.	PUNCT
american_scientific_journal-3591	175	1	based	base	VERB
american_scientific_journal-3591	175	2	on	on	ADP
american_scientific_journal-3591	175	3	the	the	DET
american_scientific_journal-3591	175	4	historical	historical	ADJ
american_scientific_journal-3591	175	5	and	and	CCONJ
american_scientific_journal-3591	175	6	forecasted	forecasted	ADJ
american_scientific_journal-3591	175	7	data	datum	NOUN
american_scientific_journal-3591	175	8	,	,	PUNCT
american_scientific_journal-3591	175	9	the	the	DET
american_scientific_journal-3591	175	10	malmquist	malmquist	NOUN
american_scientific_journal-3591	175	11	model	model	NOUN
american_scientific_journal-3591	175	12	is	be	AUX
american_scientific_journal-3591	175	13	applied	apply	VERB
american_scientific_journal-3591	175	14	to	to	PART
american_scientific_journal-3591	175	15	calculate	calculate	VERB
american_scientific_journal-3591	175	16	dmu	dmu	PROPN
american_scientific_journal-3591	175	17	’s	’s	PART
american_scientific_journal-3591	175	18	performance	performance	NOUN
american_scientific_journal-3591	175	19	.	.	PUNCT
american_scientific_journal-3591	176	1	the	the	DET
american_scientific_journal-3591	176	2	results	result	NOUN
american_scientific_journal-3591	176	3	provide	provide	VERB
american_scientific_journal-3591	176	4	insight	insight	NOUN
american_scientific_journal-3591	176	5	views	view	NOUN
american_scientific_journal-3591	176	6	into	into	ADP
american_scientific_journal-3591	176	7	the	the	DET
american_scientific_journal-3591	176	8	global	global	ADJ
american_scientific_journal-3591	176	9	fitness	fitness	NOUN
american_scientific_journal-3591	176	10	equipment	equipment	NOUN
american_scientific_journal-3591	176	11	industry	industry	NOUN
american_scientific_journal-3591	176	12	in	in	ADP
american_scientific_journal-3591	176	13	terms	term	NOUN
american_scientific_journal-3591	176	14	of	of	ADP
american_scientific_journal-3591	176	15	“	"	PUNCT
american_scientific_journal-3591	176	16	efficiency	efficiency	NOUN
american_scientific_journal-3591	176	17	changes	change	NOUN
american_scientific_journal-3591	176	18	”	"	PUNCT
american_scientific_journal-3591	176	19	,	,	PUNCT
american_scientific_journal-3591	176	20	“	"	PUNCT
american_scientific_journal-3591	176	21	technological	technological	ADJ
american_scientific_journal-3591	176	22	changes	change	NOUN
american_scientific_journal-3591	176	23	”	"	PUNCT
american_scientific_journal-3591	176	24	,	,	PUNCT
american_scientific_journal-3591	176	25	and	and	CCONJ
american_scientific_journal-3591	176	26	productivity	productivity	NOUN
american_scientific_journal-3591	176	27	(	(	PUNCT
american_scientific_journal-3591	176	28	mpi	mpi	PROPN
american_scientific_journal-3591	176	29	)	)	PUNCT
american_scientific_journal-3591	176	30	from	from	ADP
american_scientific_journal-3591	176	31	“	"	PUNCT
american_scientific_journal-3591	176	32	past	past	ADJ
american_scientific_journal-3591	176	33	-	-	PUNCT
american_scientific_journal-3591	176	34	current	current	ADJ
american_scientific_journal-3591	176	35	-	-	PUNCT
american_scientific_journal-3591	176	36	future	future	NOUN
american_scientific_journal-3591	176	37	”	"	PUNCT
american_scientific_journal-3591	176	38	.	.	PUNCT
american_scientific_journal-3591	177	1	in	in	ADP
american_scientific_journal-3591	177	2	a	a	DET
american_scientific_journal-3591	177	3	conclusion	conclusion	NOUN
american_scientific_journal-3591	177	4	,	,	PUNCT
american_scientific_journal-3591	177	5	to	to	PART
american_scientific_journal-3591	177	6	sustain	sustain	VERB
american_scientific_journal-3591	177	7	the	the	DET
american_scientific_journal-3591	177	8	development	development	NOUN
american_scientific_journal-3591	177	9	of	of	ADP
american_scientific_journal-3591	177	10	global	global	ADJ
american_scientific_journal-3591	177	11	fitness	fitness	PROPN
american_scientific_journal-3591	177	12	equipment	equipment	NOUN
american_scientific_journal-3591	177	13	industry	industry	NOUN
american_scientific_journal-3591	177	14	,	,	PUNCT
american_scientific_journal-3591	177	15	the	the	DET
american_scientific_journal-3591	177	16	manufactures	manufacture	NOUN
american_scientific_journal-3591	177	17	and	and	CCONJ
american_scientific_journal-3591	177	18	stake	stake	NOUN
american_scientific_journal-3591	177	19	-	-	PUNCT
american_scientific_journal-3591	177	20	holder	holder	NOUN
american_scientific_journal-3591	177	21	should	should	AUX
american_scientific_journal-3591	177	22	take	take	VERB
american_scientific_journal-3591	177	23	management	management	NOUN
american_scientific_journal-3591	177	24	in	in	ADP
american_scientific_journal-3591	177	25	both	both	DET
american_scientific_journal-3591	177	26	efficiency	efficiency	NOUN
american_scientific_journal-3591	177	27	and	and	CCONJ
american_scientific_journal-3591	177	28	technology	technology	NOUN
american_scientific_journal-3591	177	29	for	for	ADP
american_scientific_journal-3591	177	30	these	these	DET
american_scientific_journal-3591	177	31	inefficient	inefficient	ADJ
american_scientific_journal-3591	177	32	companies	company	NOUN
american_scientific_journal-3591	177	33	(	(	PUNCT
american_scientific_journal-3591	177	34	dmu2	dmu2	PROPN
american_scientific_journal-3591	177	35	,	,	PUNCT
american_scientific_journal-3591	177	36	dmu3	dmu3	PROPN
american_scientific_journal-3591	177	37	,	,	PUNCT
american_scientific_journal-3591	177	38	dmu4	dmu4	PROPN
american_scientific_journal-3591	177	39	,	,	PUNCT
american_scientific_journal-3591	177	40	dmu5	dmu5	NOUN
american_scientific_journal-3591	177	41	,	,	PUNCT
american_scientific_journal-3591	177	42	dmu6	dmu6	PROPN
american_scientific_journal-3591	177	43	,	,	PUNCT
american_scientific_journal-3591	177	44	dmu7	dmu7	PROPN
american_scientific_journal-3591	177	45	,	,	PUNCT
american_scientific_journal-3591	177	46	dmu12	dmu12	PROPN
american_scientific_journal-3591	177	47	,	,	PUNCT
american_scientific_journal-3591	177	48	and	and	CCONJ
american_scientific_journal-3591	177	49	dmu13	dmu13	PROPN
american_scientific_journal-3591	177	50	)	)	PUNCT
american_scientific_journal-3591	177	51	.	.	PUNCT
american_scientific_journal-3591	178	1	the	the	DET
american_scientific_journal-3591	178	2	results	result	NOUN
american_scientific_journal-3591	178	3	also	also	ADV
american_scientific_journal-3591	178	4	reflect	reflect	VERB
american_scientific_journal-3591	178	5	the	the	DET
american_scientific_journal-3591	178	6	fact	fact	NOUN
american_scientific_journal-3591	178	7	that	that	SCONJ
american_scientific_journal-3591	178	8	the	the	DET
american_scientific_journal-3591	178	9	mpi	mpi	PROPN
american_scientific_journal-3591	178	10	’s	’s	PART
american_scientific_journal-3591	178	11	changes	change	NOUN
american_scientific_journal-3591	178	12	did	do	AUX
american_scientific_journal-3591	178	13	not	not	PART
american_scientific_journal-3591	178	14	depend	depend	VERB
american_scientific_journal-3591	178	15	on	on	ADP
american_scientific_journal-3591	178	16	company	company	NOUN
american_scientific_journal-3591	178	17	size	size	NOUN
american_scientific_journal-3591	178	18	.	.	PUNCT
american_scientific_journal-3591	179	1	this	this	DET
american_scientific_journal-3591	179	2	hybrid	hybrid	ADJ
american_scientific_journal-3591	179	3	approach	approach	NOUN
american_scientific_journal-3591	179	4	reduces	reduce	VERB
american_scientific_journal-3591	179	5	the	the	DET
american_scientific_journal-3591	179	6	errors	error	NOUN
american_scientific_journal-3591	179	7	and	and	CCONJ
american_scientific_journal-3591	179	8	risks	risk	NOUN
american_scientific_journal-3591	179	9	in	in	ADP
american_scientific_journal-3591	179	10	decision	decision	NOUN
american_scientific_journal-3591	179	11	-	-	PUNCT
american_scientific_journal-3591	179	12	making	making	NOUN
american_scientific_journal-3591	179	13	.	.	PUNCT
american_scientific_journal-3591	180	1	the	the	DET
american_scientific_journal-3591	180	2	results	result	NOUN
american_scientific_journal-3591	180	3	provide	provide	VERB
american_scientific_journal-3591	180	4	a	a	DET
american_scientific_journal-3591	180	5	meaningful	meaningful	ADJ
american_scientific_journal-3591	180	6	reference	reference	NOUN
american_scientific_journal-3591	180	7	to	to	PART
american_scientific_journal-3591	180	8	help	help	VERB
american_scientific_journal-3591	180	9	fitness	fitness	NOUN
american_scientific_journal-3591	180	10	equipment	equipment	NOUN
american_scientific_journal-3591	180	11	manufactures	manufacture	NOUN
american_scientific_journal-3591	180	12	to	to	PART
american_scientific_journal-3591	180	13	improve	improve	VERB
american_scientific_journal-3591	180	14	their	their	PRON
american_scientific_journal-3591	180	15	operating	operating	NOUN
american_scientific_journal-3591	180	16	efficiency	efficiency	NOUN
american_scientific_journal-3591	180	17	,	,	PUNCT
american_scientific_journal-3591	180	18	speed	speed	VERB
american_scientific_journal-3591	180	19	up	up	ADP
american_scientific_journal-3591	180	20	business	business	NOUN
american_scientific_journal-3591	180	21	management	management	NOUN
american_scientific_journal-3591	180	22	change	change	NOUN
american_scientific_journal-3591	180	23	,	,	PUNCT
american_scientific_journal-3591	180	24	set	set	VERB
american_scientific_journal-3591	180	25	challenging	challenging	ADJ
american_scientific_journal-3591	180	26	goals	goal	NOUN
american_scientific_journal-3591	180	27	,	,	PUNCT
american_scientific_journal-3591	180	28	and	and	CCONJ
american_scientific_journal-3591	180	29	strengthen	strengthen	VERB
american_scientific_journal-3591	180	30	core	core	NOUN
american_scientific_journal-3591	180	31	competitiveness	competitiveness	NOUN
american_scientific_journal-3591	180	32	.	.	PUNCT
american_scientific_journal-3591	181	1	the	the	DET
american_scientific_journal-3591	181	2	application	application	NOUN
american_scientific_journal-3591	181	3	provides	provide	VERB
american_scientific_journal-3591	181	4	useful	useful	ADJ
american_scientific_journal-3591	181	5	information	information	NOUN
american_scientific_journal-3591	181	6	for	for	ADP
american_scientific_journal-3591	181	7	practitioners	practitioner	NOUN
american_scientific_journal-3591	181	8	and	and	CCONJ
american_scientific_journal-3591	181	9	academics	academic	NOUN
american_scientific_journal-3591	181	10	.	.	PUNCT
american_scientific_journal-3591	182	1	this	this	DET
american_scientific_journal-3591	182	2	proposed	propose	VERB
american_scientific_journal-3591	182	3	approach	approach	NOUN
american_scientific_journal-3591	182	4	has	have	AUX
american_scientific_journal-3591	182	5	been	be	AUX
american_scientific_journal-3591	182	6	applied	apply	VERB
american_scientific_journal-3591	182	7	to	to	ADP
american_scientific_journal-3591	182	8	the	the	DET
american_scientific_journal-3591	182	9	fitness	fitness	NOUN
american_scientific_journal-3591	182	10	equipment	equipment	NOUN
american_scientific_journal-3591	182	11	industry	industry	NOUN
american_scientific_journal-3591	182	12	;	;	PUNCT
american_scientific_journal-3591	182	13	however	however	ADV
american_scientific_journal-3591	182	14	,	,	PUNCT
american_scientific_journal-3591	182	15	it	it	PRON
american_scientific_journal-3591	182	16	only	only	ADV
american_scientific_journal-3591	182	17	includes	include	VERB
american_scientific_journal-3591	182	18	15	15	NUM
american_scientific_journal-3591	182	19	companies	company	NOUN
american_scientific_journal-3591	182	20	.	.	PUNCT
american_scientific_journal-3591	183	1	including	include	VERB
american_scientific_journal-3591	183	2	more	more	ADJ
american_scientific_journal-3591	183	3	companies	company	NOUN
american_scientific_journal-3591	183	4	can	can	AUX
american_scientific_journal-3591	183	5	provide	provide	VERB
american_scientific_journal-3591	183	6	further	further	ADJ
american_scientific_journal-3591	183	7	focus	focus	NOUN
american_scientific_journal-3591	183	8	.	.	PUNCT
american_scientific_journal-3591	184	1	in	in	ADP
american_scientific_journal-3591	184	2	addition	addition	NOUN
american_scientific_journal-3591	184	3	,	,	PUNCT
american_scientific_journal-3591	184	4	other	other	ADJ
american_scientific_journal-3591	184	5	input	input	NOUN
american_scientific_journal-3591	184	6	and	and	CCONJ
american_scientific_journal-3591	184	7	output	output	NOUN
american_scientific_journal-3591	184	8	variables	variable	NOUN
american_scientific_journal-3591	184	9	(	(	PUNCT
american_scientific_journal-3591	184	10	such	such	ADJ
american_scientific_journal-3591	184	11	as	as	ADP
american_scientific_journal-3591	184	12	the	the	DET
american_scientific_journal-3591	184	13	number	number	NOUN
american_scientific_journal-3591	184	14	of	of	ADP
american_scientific_journal-3591	184	15	staff	staff	NOUN
american_scientific_journal-3591	184	16	,	,	PUNCT
american_scientific_journal-3591	184	17	number	number	NOUN
american_scientific_journal-3591	184	18	of	of	ADP
american_scientific_journal-3591	184	19	branches	branch	NOUN
american_scientific_journal-3591	184	20	,	,	PUNCT
american_scientific_journal-3591	184	21	retain	retain	VERB
american_scientific_journal-3591	184	22	earning	earning	NOUN
american_scientific_journal-3591	184	23	,	,	PUNCT
american_scientific_journal-3591	184	24	research	research	NOUN
american_scientific_journal-3591	184	25	and	and	CCONJ
american_scientific_journal-3591	184	26	development	development	NOUN
american_scientific_journal-3591	184	27	,	,	PUNCT
american_scientific_journal-3591	184	28	etc	etc	X
american_scientific_journal-3591	184	29	.	.	X
american_scientific_journal-3591	184	30	)	)	PUNCT
american_scientific_journal-3591	184	31	can	can	AUX
american_scientific_journal-3591	184	32	be	be	AUX
american_scientific_journal-3591	184	33	taken	take	VERB
american_scientific_journal-3591	184	34	to	to	PART
american_scientific_journal-3591	184	35	measure	measure	VERB
american_scientific_journal-3591	184	36	the	the	DET
american_scientific_journal-3591	184	37	performance	performance	NOUN
american_scientific_journal-3591	184	38	.	.	PUNCT
american_scientific_journal-3591	185	1	furthermore	furthermore	ADV
american_scientific_journal-3591	185	2	,	,	PUNCT
american_scientific_journal-3591	185	3	this	this	DET
american_scientific_journal-3591	185	4	approach	approach	NOUN
american_scientific_journal-3591	185	5	can	can	AUX
american_scientific_journal-3591	185	6	be	be	AUX
american_scientific_journal-3591	185	7	applied	apply	VERB
american_scientific_journal-3591	185	8	to	to	ADP
american_scientific_journal-3591	185	9	other	other	ADJ
american_scientific_journal-3591	185	10	industries	industry	NOUN
american_scientific_journal-3591	185	11	.	.	PUNCT
american_scientific_journal-3591	186	1	references	reference	NOUN
american_scientific_journal-3591	186	2	[	[	X
american_scientific_journal-3591	186	3	1	1	NUM
american_scientific_journal-3591	186	4	]	]	X
american_scientific_journal-3591	186	5	research	research	NOUN
american_scientific_journal-3591	186	6	and	and	CCONJ
american_scientific_journal-3591	186	7	market	market	NOUN
american_scientific_journal-3591	186	8	.	.	PUNCT
american_scientific_journal-3591	187	1	“	"	PUNCT
american_scientific_journal-3591	187	2	fitness	fitness	NOUN
american_scientific_journal-3591	187	3	equipment	equipment	NOUN
american_scientific_journal-3591	187	4	manufacturing	manufacturing	NOUN
american_scientific_journal-3591	187	5	”	"	PUNCT
american_scientific_journal-3591	187	6	.	.	PUNCT
american_scientific_journal-3591	188	1	internet	internet	NOUN
american_scientific_journal-3591	188	2	:	:	PUNCT
american_scientific_journal-3591	189	1	http://www.researchandmarkets.com/reports/1052502/fitness_equipment_manufacturing	http://www.researchandmarkets.com/reports/1052502/fitness_equipment_manufacturing	PROPN
american_scientific_journal-3591	189	2	[	[	X
american_scientific_journal-3591	189	3	may	may	PROPN
american_scientific_journal-3591	189	4	.	.	PUNCT
american_scientific_journal-3591	189	5	15	15	NUM
american_scientific_journal-3591	189	6	,	,	PUNCT
american_scientific_journal-3591	189	7	2017	2017	NUM
american_scientific_journal-3591	189	8	]	]	PUNCT
american_scientific_journal-3591	189	9	.	.	PUNCT
american_scientific_journal-3591	190	1	[	[	X
american_scientific_journal-3591	190	2	2	2	NUM
american_scientific_journal-3591	190	3	]	]	PUNCT
american_scientific_journal-3591	190	4	allied	allied	ADJ
american_scientific_journal-3591	190	5	market	market	NOUN
american_scientific_journal-3591	190	6	research	research	NOUN
american_scientific_journal-3591	190	7	.	.	PUNCT
american_scientific_journal-3591	191	1	“	"	PUNCT
american_scientific_journal-3591	191	2	global	global	ADJ
american_scientific_journal-3591	191	3	fitness	fitness	NOUN
american_scientific_journal-3591	191	4	equipment	equipment	NOUN
american_scientific_journal-3591	191	5	market	market	NOUN
american_scientific_journal-3591	191	6	 	 	SPACE
american_scientific_journal-3591	191	7	—	—	PUNCT
american_scientific_journal-3591	191	8	 	 	SPACE
american_scientific_journal-3591	191	9	size	size	NOUN
american_scientific_journal-3591	191	10	,	,	PUNCT
american_scientific_journal-3591	191	11	industry	industry	NOUN
american_scientific_journal-3591	191	12	analysis	analysis	NOUN
american_scientific_journal-3591	191	13	,	,	PUNCT
american_scientific_journal-3591	191	14	trends	trend	NOUN
american_scientific_journal-3591	191	15	,	,	PUNCT
american_scientific_journal-3591	191	16	opportunities	opportunity	NOUN
american_scientific_journal-3591	191	17	,	,	PUNCT
american_scientific_journal-3591	191	18	growth	growth	NOUN
american_scientific_journal-3591	191	19	and	and	CCONJ
american_scientific_journal-3591	191	20	forecast	forecast	NOUN
american_scientific_journal-3591	191	21	,	,	PUNCT
american_scientific_journal-3591	191	22	2014–2020	2014–2020	NUM
american_scientific_journal-3591	191	23	”	"	PUNCT
american_scientific_journal-3591	191	24	.	.	PUNCT
american_scientific_journal-3591	192	1	internet	internet	NOUN
american_scientific_journal-3591	192	2	:	:	PUNCT
american_scientific_journal-3591	193	1	https://www.alliedmarketresearch.com/fitness-equipment-market	https://www.alliedmarketresearch.com/fitness-equipment-market	PROPN
american_scientific_journal-3591	193	2	[	[	X
american_scientific_journal-3591	193	3	may	may	AUX
american_scientific_journal-3591	193	4	.	.	PUNCT
american_scientific_journal-3591	193	5	15	15	NUM
american_scientific_journal-3591	193	6	,	,	PUNCT
american_scientific_journal-3591	193	7	2017	2017	NUM
american_scientific_journal-3591	193	8	]	]	PUNCT
american_scientific_journal-3591	193	9	.	.	PUNCT
american_scientific_journal-3591	194	1	[	[	X
american_scientific_journal-3591	194	2	3	3	X
american_scientific_journal-3591	194	3	]	]	X
american_scientific_journal-3591	194	4	zion	zion	NOUN
american_scientific_journal-3591	194	5	market	market	NOUN
american_scientific_journal-3591	194	6	research	research	NOUN
american_scientific_journal-3591	194	7	.	.	PUNCT
american_scientific_journal-3591	195	1	“	"	PUNCT
american_scientific_journal-3591	195	2	global	global	ADJ
american_scientific_journal-3591	195	3	fitness	fitness	NOUN
american_scientific_journal-3591	195	4	equipment	equipment	NOUN
american_scientific_journal-3591	195	5	market	market	NOUN
american_scientific_journal-3591	195	6	,	,	PUNCT
american_scientific_journal-3591	195	7	2015	2015	NUM
american_scientific_journal-3591	195	8	–	–	PUNCT
american_scientific_journal-3591	195	9	2021	2021	NUM
american_scientific_journal-3591	195	10	”	"	PUNCT
american_scientific_journal-3591	195	11	.	.	PUNCT
american_scientific_journal-3591	196	1	https://www.zionmarketresearch.com/news/fitness-equipment-market	https://www.zionmarketresearch.com/news/fitness-equipment-market	NUM
american_scientific_journal-3591	197	1	[	[	X
american_scientific_journal-3591	197	2	aug	aug	PROPN
american_scientific_journal-3591	197	3	.	.	PROPN
american_scientific_journal-3591	197	4	20	20	NUM
american_scientific_journal-3591	197	5	,	,	PUNCT
american_scientific_journal-3591	197	6	2017	2017	NUM
american_scientific_journal-3591	197	7	]	]	PUNCT
american_scientific_journal-3591	197	8	.	.	PUNCT
american_scientific_journal-3591	198	1	[	[	X
american_scientific_journal-3591	198	2	4	4	NUM
american_scientific_journal-3591	198	3	]	]	ADJ
american_scientific_journal-3591	198	4	hoovers	hoover	NOUN
american_scientific_journal-3591	198	5	.	.	PUNCT
american_scientific_journal-3591	199	1	“	"	PUNCT
american_scientific_journal-3591	199	2	fitness	fitness	NOUN
american_scientific_journal-3591	199	3	equipment	equipment	NOUN
american_scientific_journal-3591	199	4	manufacturing	manufacturing	NOUN
american_scientific_journal-3591	199	5	industry	industry	NOUN
american_scientific_journal-3591	199	6	overview	overview	NOUN
american_scientific_journal-3591	199	7	”	"	PUNCT
american_scientific_journal-3591	199	8	.	.	PUNCT
american_scientific_journal-3591	200	1	internet	internet	NOUN
american_scientific_journal-3591	200	2	:	:	PUNCT
american_scientific_journal-3591	200	3	http://www.hoovers.com/industry-facts.fitness-equipment-manufacturing.1201.html	http://www.hoovers.com/industry-facts.fitness-equipment-manufacturing.1201.html	VERB
american_scientific_journal-3591	201	1	[	[	X
american_scientific_journal-3591	201	2	may	may	AUX
american_scientific_journal-3591	201	3	.	.	PUNCT
american_scientific_journal-3591	201	4	18	18	NUM
american_scientific_journal-3591	201	5	,	,	PUNCT
american_scientific_journal-3591	201	6	2017	2017	NUM
american_scientific_journal-3591	201	7	]	]	PUNCT
american_scientific_journal-3591	201	8	.	.	PUNCT
american_scientific_journal-3591	202	1	[	[	X
american_scientific_journal-3591	202	2	5	5	NUM
american_scientific_journal-3591	202	3	]	]	X
american_scientific_journal-3591	202	4	porter	porter	NOUN
american_scientific_journal-3591	202	5	,	,	PUNCT
american_scientific_journal-3591	202	6	m.	m.	NOUN
american_scientific_journal-3591	202	7	e.	e.	PROPN
american_scientific_journal-3591	202	8	competitive	competitive	PROPN
american_scientific_journal-3591	202	9	strategy	strategy	NOUN
american_scientific_journal-3591	202	10	:	:	PUNCT
american_scientific_journal-3591	202	11	techniques	technique	NOUN
american_scientific_journal-3591	202	12	for	for	ADP
american_scientific_journal-3591	202	13	analyzing	analyze	VERB
american_scientific_journal-3591	202	14	industries	industry	NOUN
american_scientific_journal-3591	202	15	and	and	CCONJ
american_scientific_journal-3591	202	16	competitors	competitor	NOUN
american_scientific_journal-3591	202	17	;	;	PUNCT
american_scientific_journal-3591	202	18	new	new	PROPN
american_scientific_journal-3591	202	19	york	york	PROPN
american_scientific_journal-3591	202	20	:	:	PUNCT
american_scientific_journal-3591	202	21	simon	simon	PROPN
american_scientific_journal-3591	202	22	and	and	CCONJ
american_scientific_journal-3591	202	23	schuster	schuster	PROPN
american_scientific_journal-3591	202	24	,	,	PUNCT
american_scientific_journal-3591	202	25	2008	2008	NUM
american_scientific_journal-3591	202	26	.	.	PUNCT
american_scientific_journal-3591	203	1	http://www.researchandmarkets.com/reports/1052502/fitness_equipment_manufacturing	http://www.researchandmarkets.com/reports/1052502/fitness_equipment_manufacture	VERB
american_scientific_journal-3591	203	2	https://www.alliedmarketresearch.com/fitness-equipment-market	https://www.alliedmarketresearch.com/fitness-equipment-market	PROPN
american_scientific_journal-3591	203	3	http://www.hoovers.com/industry-facts.fitness-equipment-manufacturing.1201.html	http://www.hoovers.com/industry-facts.fitness-equipment-manufacturing.1201.html	NUM
american_scientific_journal-3591	203	4	american	american	ADJ
american_scientific_journal-3591	203	5	scientific	scientific	ADJ
american_scientific_journal-3591	203	6	research	research	NOUN
american_scientific_journal-3591	203	7	journal	journal	NOUN
american_scientific_journal-3591	203	8	for	for	ADP
american_scientific_journal-3591	203	9	engineering	engineering	NOUN
american_scientific_journal-3591	203	10	,	,	PUNCT
american_scientific_journal-3591	203	11	technology	technology	NOUN
american_scientific_journal-3591	203	12	,	,	PUNCT
american_scientific_journal-3591	203	13	and	and	CCONJ
american_scientific_journal-3591	203	14	sciences	science	NOUN
american_scientific_journal-3591	203	15	(	(	PUNCT
american_scientific_journal-3591	203	16	asrjets	asrjet	NOUN
american_scientific_journal-3591	203	17	)	)	PUNCT
american_scientific_journal-3591	203	18	(	(	PUNCT
american_scientific_journal-3591	203	19	2017	2017	NUM
american_scientific_journal-3591	203	20	)	)	PUNCT
american_scientific_journal-3591	203	21	volume	volume	NOUN
american_scientific_journal-3591	203	22	38	38	NUM
american_scientific_journal-3591	203	23	,	,	PUNCT
american_scientific_journal-3591	203	24	no	no	DET
american_scientific_journal-3591	203	25	1	1	NUM
american_scientific_journal-3591	203	26	,	,	PUNCT
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american_scientific_journal-3591	203	28	33	33	NUM
american_scientific_journal-3591	203	29	-	-	SYM
american_scientific_journal-3591	203	30	47	47	NUM
american_scientific_journal-3591	203	31	46	46	NUM
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american_scientific_journal-3591	204	2	6	6	NUM
american_scientific_journal-3591	204	3	]	]	PUNCT
american_scientific_journal-3591	204	4	consumeraffairs	consumeraffair	NOUN
american_scientific_journal-3591	204	5	.	.	PUNCT
american_scientific_journal-3591	205	1	“	"	PUNCT
american_scientific_journal-3591	205	2	compare	compare	VERB
american_scientific_journal-3591	205	3	reviews	review	NOUN
american_scientific_journal-3591	205	4	for	for	ADP
american_scientific_journal-3591	205	5	fitness	fitness	NOUN
american_scientific_journal-3591	205	6	equipment	equipment	NOUN
american_scientific_journal-3591	205	7	companies	company	NOUN
american_scientific_journal-3591	205	8	”	"	PUNCT
american_scientific_journal-3591	205	9	.	.	PUNCT
american_scientific_journal-3591	206	1	internet	internet	NOUN
american_scientific_journal-3591	206	2	:	:	PUNCT
american_scientific_journal-3591	206	3	https://www.consumeraffairs.com/health/fitness-equipment	https://www.consumeraffairs.com/health/fitness-equipment	PROPN
american_scientific_journal-3591	207	1	[	[	X
american_scientific_journal-3591	207	2	june	june	PROPN
american_scientific_journal-3591	207	3	.	.	PROPN
american_scientific_journal-3591	207	4	15	15	NUM
american_scientific_journal-3591	207	5	,	,	PUNCT
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american_scientific_journal-3591	207	7	]	]	PUNCT
american_scientific_journal-3591	207	8	.	.	PUNCT
american_scientific_journal-3591	208	1	[	[	X
american_scientific_journal-3591	208	2	7	7	NUM
american_scientific_journal-3591	208	3	]	]	X
american_scientific_journal-3591	208	4	google	google	PROPN
american_scientific_journal-3591	208	5	finance	finance	NOUN
american_scientific_journal-3591	208	6	.	.	PUNCT
american_scientific_journal-3591	209	1	“	"	PUNCT
american_scientific_journal-3591	209	2	financial	financial	ADJ
american_scientific_journal-3591	209	3	statement	statement	NOUN
american_scientific_journal-3591	209	4	”	"	PUNCT
american_scientific_journal-3591	209	5	.	.	PUNCT
american_scientific_journal-3591	210	1	available	available	ADJ
american_scientific_journal-3591	210	2	online	online	ADV
american_scientific_journal-3591	210	3	:	:	PUNCT
american_scientific_journal-3591	210	4	http://www.google.com/finance	http://www.google.com/finance	X
american_scientific_journal-3591	211	1	[	[	X
american_scientific_journal-3591	211	2	june	june	PROPN
american_scientific_journal-3591	211	3	.	.	PROPN
american_scientific_journal-3591	212	1	15	15	NUM
american_scientific_journal-3591	212	2	,	,	PUNCT
american_scientific_journal-3591	212	3	2016	2016	NUM
american_scientific_journal-3591	212	4	]	]	PUNCT
american_scientific_journal-3591	212	5	.	.	PUNCT
american_scientific_journal-3591	213	1	[	[	X
american_scientific_journal-3591	213	2	8	8	NUM
american_scientific_journal-3591	213	3	]	]	SYM
american_scientific_journal-3591	213	4	ju	ju	NOUN
american_scientific_journal-3591	213	5	-	-	PUNCT
american_scientific_journal-3591	213	6	long	long	ADV
american_scientific_journal-3591	213	7	,	,	PUNCT
american_scientific_journal-3591	213	8	d.	d.	PROPN
american_scientific_journal-3591	213	9	“	"	PUNCT
american_scientific_journal-3591	213	10	control	control	VERB
american_scientific_journal-3591	213	11	problems	problem	NOUN
american_scientific_journal-3591	213	12	of	of	ADP
american_scientific_journal-3591	213	13	grey	grey	PROPN
american_scientific_journal-3591	213	14	systems	system	NOUN
american_scientific_journal-3591	213	15	”	"	PUNCT
american_scientific_journal-3591	213	16	,	,	PUNCT
american_scientific_journal-3591	213	17	systems	system	NOUN
american_scientific_journal-3591	213	18	&	&	CCONJ
american_scientific_journal-3591	213	19	control	control	PROPN
american_scientific_journal-3591	213	20	letters	letter	NOUN
american_scientific_journal-3591	213	21	,	,	PUNCT
american_scientific_journal-3591	213	22	vol	vol	NOUN
american_scientific_journal-3591	213	23	.	.	PUNCT
american_scientific_journal-3591	213	24	1(5	1(5	NUM
american_scientific_journal-3591	213	25	)	)	PUNCT
american_scientific_journal-3591	213	26	,	,	PUNCT
american_scientific_journal-3591	213	27	pp	pp	ADJ
american_scientific_journal-3591	213	28	.	.	PUNCT
american_scientific_journal-3591	214	1	288	288	NUM
american_scientific_journal-3591	214	2	-	-	SYM
american_scientific_journal-3591	214	3	294	294	NUM
american_scientific_journal-3591	214	4	,	,	PUNCT
american_scientific_journal-3591	214	5	1982	1982	NUM
american_scientific_journal-3591	214	6	.	.	PUNCT
american_scientific_journal-3591	215	1	[	[	X
american_scientific_journal-3591	215	2	9	9	NUM
american_scientific_journal-3591	215	3	]	]	SYM
american_scientific_journal-3591	215	4	ju	ju	NOUN
american_scientific_journal-3591	215	5	-	-	PUNCT
american_scientific_journal-3591	215	6	long	long	ADV
american_scientific_journal-3591	215	7	,	,	PUNCT
american_scientific_journal-3591	215	8	d.	d.	NOUN
american_scientific_journal-3591	215	9	“	"	PUNCT
american_scientific_journal-3591	215	10	introduction	introduction	NOUN
american_scientific_journal-3591	215	11	to	to	ADP
american_scientific_journal-3591	215	12	grey	grey	ADJ
american_scientific_journal-3591	215	13	system	system	NOUN
american_scientific_journal-3591	215	14	theory	theory	NOUN
american_scientific_journal-3591	215	15	”	"	PUNCT
american_scientific_journal-3591	215	16	,	,	PUNCT
american_scientific_journal-3591	215	17	the	the	DET
american_scientific_journal-3591	215	18	journal	journal	NOUN
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american_scientific_journal-3591	215	20	grey	grey	PROPN
american_scientific_journal-3591	215	21	system	system	NOUN
american_scientific_journal-3591	215	22	,	,	PUNCT
american_scientific_journal-3591	215	23	vol	vol	NOUN
american_scientific_journal-3591	215	24	.	.	NOUN
american_scientific_journal-3591	215	25	1(1	1(1	NUM
american_scientific_journal-3591	215	26	)	)	PUNCT
american_scientific_journal-3591	215	27	,	,	PUNCT
american_scientific_journal-3591	215	28	pp	pp	ADJ
american_scientific_journal-3591	215	29	.	.	PUNCT
american_scientific_journal-3591	216	1	1	1	NUM
american_scientific_journal-3591	216	2	-	-	SYM
american_scientific_journal-3591	216	3	24	24	NUM
american_scientific_journal-3591	216	4	,	,	PUNCT
american_scientific_journal-3591	216	5	1989	1989	NUM
american_scientific_journal-3591	216	6	.	.	PUNCT
american_scientific_journal-3591	217	1	[	[	X
american_scientific_journal-3591	217	2	10	10	NUM
american_scientific_journal-3591	217	3	]	]	X
american_scientific_journal-3591	217	4	ren	ren	PROPN
american_scientific_journal-3591	217	5	,	,	PUNCT
american_scientific_journal-3591	217	6	j.	j.	PROPN
american_scientific_journal-3591	217	7	;	;	PUNCT
american_scientific_journal-3591	217	8	gao	gao	PROPN
american_scientific_journal-3591	217	9	,	,	PUNCT
american_scientific_journal-3591	217	10	s.	s.	PROPN
american_scientific_journal-3591	217	11	;	;	PUNCT
american_scientific_journal-3591	217	12	tan	tan	PROPN
american_scientific_journal-3591	217	13	,	,	PUNCT
american_scientific_journal-3591	217	14	s.	s.	PROPN
american_scientific_journal-3591	217	15	;	;	PUNCT
american_scientific_journal-3591	217	16	dong	dong	PROPN
american_scientific_journal-3591	217	17	,	,	PUNCT
american_scientific_journal-3591	217	18	l.	l.	PROPN
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american_scientific_journal-3591	217	20	of	of	ADP
american_scientific_journal-3591	217	21	the	the	DET
american_scientific_journal-3591	217	22	yield	yield	NOUN
american_scientific_journal-3591	217	23	of	of	ADP
american_scientific_journal-3591	217	24	biohydrogen	biohydrogen	NOUN
american_scientific_journal-3591	217	25	under	under	ADP
american_scientific_journal-3591	217	26	scanty	scanty	ADJ
american_scientific_journal-3591	217	27	data	datum	NOUN
american_scientific_journal-3591	217	28	conditions	condition	NOUN
american_scientific_journal-3591	217	29	based	base	VERB
american_scientific_journal-3591	217	30	on	on	ADP
american_scientific_journal-3591	217	31	gm	gm	PROPN
american_scientific_journal-3591	217	32	(	(	PUNCT
american_scientific_journal-3591	217	33	1,n	1,n	NUM
american_scientific_journal-3591	217	34	)	)	PUNCT
american_scientific_journal-3591	217	35	.	.	PUNCT
american_scientific_journal-3591	218	1	int	int	NOUN
american_scientific_journal-3591	218	2	.	.	PUNCT
american_scientific_journal-3591	219	1	j.	j.	PROPN
american_scientific_journal-3591	219	2	hydrog	hydrog	PROPN
american_scientific_journal-3591	219	3	.	.	PUNCT
american_scientific_journal-3591	220	1	energy	energy	NOUN
american_scientific_journal-3591	220	2	,	,	PUNCT
american_scientific_journal-3591	220	3	vol	vol	NOUN
american_scientific_journal-3591	220	4	.	.	PROPN
american_scientific_journal-3591	220	5	38	38	NUM
american_scientific_journal-3591	220	6	,	,	PUNCT
american_scientific_journal-3591	220	7	pp	pp	ADJ
american_scientific_journal-3591	220	8	.	.	PUNCT
american_scientific_journal-3591	220	9	13198–13203	13198–13203	NUM
american_scientific_journal-3591	220	10	,	,	PUNCT
american_scientific_journal-3591	220	11	2013	2013	NUM
american_scientific_journal-3591	221	1	[	[	X
american_scientific_journal-3591	221	2	11	11	NUM
american_scientific_journal-3591	221	3	]	]	SYM
american_scientific_journal-3591	221	4	charnes	charne	NOUN
american_scientific_journal-3591	221	5	,	,	PUNCT
american_scientific_journal-3591	221	6	a.	a.	NOUN
american_scientific_journal-3591	221	7	;	;	PUNCT
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american_scientific_journal-3591	221	9	,	,	PUNCT
american_scientific_journal-3591	221	10	w.	w.	PROPN
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american_scientific_journal-3591	221	12	;	;	PUNCT
american_scientific_journal-3591	221	13	rhodes	rhodes	PROPN
american_scientific_journal-3591	221	14	,	,	PUNCT
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american_scientific_journal-3591	221	18	the	the	DET
american_scientific_journal-3591	221	19	efficiency	efficiency	NOUN
american_scientific_journal-3591	221	20	of	of	ADP
american_scientific_journal-3591	221	21	decision	decision	NOUN
american_scientific_journal-3591	221	22	making	make	VERB
american_scientific_journal-3591	221	23	units	unit	NOUN
american_scientific_journal-3591	221	24	”	"	PUNCT
american_scientific_journal-3591	221	25	,	,	PUNCT
american_scientific_journal-3591	221	26	european	european	PROPN
american_scientific_journal-3591	221	27	journal	journal	PROPN
american_scientific_journal-3591	221	28	of	of	ADP
american_scientific_journal-3591	221	29	operational	operational	ADJ
american_scientific_journal-3591	221	30	research	research	NOUN
american_scientific_journal-3591	221	31	,	,	PUNCT
american_scientific_journal-3591	221	32	vol	vol	NOUN
american_scientific_journal-3591	221	33	.	.	NOUN
american_scientific_journal-3591	221	34	2(6	2(6	NUM
american_scientific_journal-3591	221	35	)	)	PUNCT
american_scientific_journal-3591	221	36	,	,	PUNCT
american_scientific_journal-3591	221	37	pp	pp	ADP
american_scientific_journal-3591	221	38	.	.	PUNCT
american_scientific_journal-3591	222	1	429	429	NUM
american_scientific_journal-3591	222	2	-	-	SYM
american_scientific_journal-3591	222	3	444	444	NUM
american_scientific_journal-3591	222	4	,	,	PUNCT
american_scientific_journal-3591	222	5	1978	1978	NUM
american_scientific_journal-3591	222	6	.	.	PUNCT
american_scientific_journal-3591	223	1	[	[	X
american_scientific_journal-3591	223	2	12	12	NUM
american_scientific_journal-3591	223	3	]	]	X
american_scientific_journal-3591	223	4	hui	hui	PROPN
american_scientific_journal-3591	223	5	,	,	PUNCT
american_scientific_journal-3591	223	6	s.	s.	PROPN
american_scientific_journal-3591	223	7	;	;	PUNCT
american_scientific_journal-3591	223	8	yang	yang	PROPN
american_scientific_journal-3591	223	9	,	,	PUNCT
american_scientific_journal-3591	223	10	f.	f.	PROPN
american_scientific_journal-3591	223	11	;	;	PUNCT
american_scientific_journal-3591	223	12	li	li	PROPN
american_scientific_journal-3591	223	13	,	,	PUNCT
american_scientific_journal-3591	223	14	z.	z.	PROPN
american_scientific_journal-3591	223	15	h.	h.	PROPN
american_scientific_journal-3591	223	16	e.	e.	PROPN
american_scientific_journal-3591	223	17	n.	n.	PROPN
american_scientific_journal-3591	223	18	z.	z.	PROPN
american_scientific_journal-3591	223	19	h.	h.	PROPN
american_scientific_journal-3591	223	20	e.	e.	PROPN
american_scientific_journal-3591	223	21	n.	n.	PROPN
american_scientific_journal-3591	223	22	;	;	PUNCT
american_scientific_journal-3591	223	23	liu	liu	PROPN
american_scientific_journal-3591	223	24	,	,	PUNCT
american_scientific_journal-3591	223	25	q.	q.	PROPN
american_scientific_journal-3591	223	26	;	;	PUNCT
american_scientific_journal-3591	223	27	dong	dong	PROPN
american_scientific_journal-3591	223	28	,	,	PUNCT
american_scientific_journal-3591	223	29	j.	j.	PROPN
american_scientific_journal-3591	223	30	“	"	PUNCT
american_scientific_journal-3591	223	31	application	application	NOUN
american_scientific_journal-3591	223	32	of	of	ADP
american_scientific_journal-3591	223	33	grey	grey	ADJ
american_scientific_journal-3591	223	34	system	system	NOUN
american_scientific_journal-3591	223	35	theory	theory	NOUN
american_scientific_journal-3591	223	36	to	to	PART
american_scientific_journal-3591	223	37	forecast	forecast	VERB
american_scientific_journal-3591	223	38	the	the	DET
american_scientific_journal-3591	223	39	growth	growth	NOUN
american_scientific_journal-3591	223	40	of	of	ADP
american_scientific_journal-3591	223	41	larch	larch	NOUN
american_scientific_journal-3591	223	42	”	"	PUNCT
american_scientific_journal-3591	223	43	,	,	PUNCT
american_scientific_journal-3591	223	44	international	international	ADJ
american_scientific_journal-3591	223	45	journal	journal	NOUN
american_scientific_journal-3591	223	46	of	of	ADP
american_scientific_journal-3591	223	47	information	information	NOUN
american_scientific_journal-3591	223	48	and	and	CCONJ
american_scientific_journal-3591	223	49	systems	system	NOUN
american_scientific_journal-3591	223	50	sciences	science	NOUN
american_scientific_journal-3591	223	51	,	,	PUNCT
american_scientific_journal-3591	223	52	vol	vol	NOUN
american_scientific_journal-3591	223	53	.	.	PUNCT
american_scientific_journal-3591	224	1	5(3	5(3	NUM
american_scientific_journal-3591	224	2	-	-	SYM
american_scientific_journal-3591	224	3	4	4	NUM
american_scientific_journal-3591	224	4	)	)	PUNCT
american_scientific_journal-3591	224	5	,	,	PUNCT
american_scientific_journal-3591	224	6	pp	pp	ADJ
american_scientific_journal-3591	224	7	.	.	PUNCT
american_scientific_journal-3591	225	1	522	522	NUM
american_scientific_journal-3591	225	2	-	-	SYM
american_scientific_journal-3591	225	3	527	527	NUM
american_scientific_journal-3591	225	4	,	,	PUNCT
american_scientific_journal-3591	225	5	2009	2009	NUM
american_scientific_journal-3591	225	6	.	.	PUNCT
american_scientific_journal-3591	226	1	[	[	X
american_scientific_journal-3591	226	2	13	13	NUM
american_scientific_journal-3591	226	3	]	]	X
american_scientific_journal-3591	226	4	shi	shi	PROPN
american_scientific_journal-3591	226	5	,	,	PUNCT
american_scientific_journal-3591	226	6	h.	h.	PROPN
american_scientific_journal-3591	226	7	“	"	PUNCT
american_scientific_journal-3591	226	8	a	a	DET
american_scientific_journal-3591	226	9	grey	grey	ADJ
american_scientific_journal-3591	226	10	fuzzy	fuzzy	ADJ
american_scientific_journal-3591	226	11	comprehensive	comprehensive	ADJ
american_scientific_journal-3591	226	12	model	model	NOUN
american_scientific_journal-3591	226	13	for	for	ADP
american_scientific_journal-3591	226	14	evaluation	evaluation	NOUN
american_scientific_journal-3591	226	15	of	of	ADP
american_scientific_journal-3591	226	16	teaching	teach	VERB
american_scientific_journal-3591	226	17	quality	quality	NOUN
american_scientific_journal-3591	226	18	”	"	PUNCT
american_scientific_journal-3591	226	19	.	.	PUNCT
american_scientific_journal-3591	227	1	in	in	ADP
american_scientific_journal-3591	227	2	test	test	NOUN
american_scientific_journal-3591	227	3	and	and	CCONJ
american_scientific_journal-3591	227	4	measurement	measurement	NOUN
american_scientific_journal-3591	227	5	,	,	PUNCT
american_scientific_journal-3591	227	6	2009	2009	NUM
american_scientific_journal-3591	227	7	.	.	PUNCT
american_scientific_journal-3591	228	1	ictm	ictm	ADJ
american_scientific_journal-3591	228	2	2009	2009	NUM
american_scientific_journal-3591	228	3	.	.	PUNCT
american_scientific_journal-3591	229	1	ieee	ieee	PROPN
american_scientific_journal-3591	229	2	international	international	PROPN
american_scientific_journal-3591	229	3	conference	conference	PROPN
american_scientific_journal-3591	229	4	,	,	PUNCT
american_scientific_journal-3591	229	5	vol	vol	NOUN
american_scientific_journal-3591	229	6	.	.	PROPN
american_scientific_journal-3591	229	7	2	2	NUM
american_scientific_journal-3591	229	8	,	,	PUNCT
american_scientific_journal-3591	229	9	pp	pp	ADJ
american_scientific_journal-3591	229	10	.	.	PUNCT
american_scientific_journal-3591	230	1	244	244	NUM
american_scientific_journal-3591	230	2	-	-	SYM
american_scientific_journal-3591	230	3	247	247	NUM
american_scientific_journal-3591	230	4	)	)	PUNCT
american_scientific_journal-3591	230	5	,	,	PUNCT
american_scientific_journal-3591	230	6	2009	2009	NUM
american_scientific_journal-3591	230	7	.	.	PUNCT
american_scientific_journal-3591	231	1	[	[	X
american_scientific_journal-3591	231	2	14	14	NUM
american_scientific_journal-3591	231	3	]	]	X
american_scientific_journal-3591	231	4	lin	lin	PROPN
american_scientific_journal-3591	231	5	,	,	PUNCT
american_scientific_journal-3591	231	6	c.	c.	PROPN
american_scientific_journal-3591	231	7	s.	s.	PROPN
american_scientific_journal-3591	231	8	;	;	PUNCT
american_scientific_journal-3591	231	9	liou	liou	NOUN
american_scientific_journal-3591	231	10	,	,	PUNCT
american_scientific_journal-3591	231	11	f.	f.	PROPN
american_scientific_journal-3591	231	12	m.	m.	PROPN
american_scientific_journal-3591	231	13	;	;	PUNCT
american_scientific_journal-3591	231	14	huang	huang	PROPN
american_scientific_journal-3591	231	15	,	,	PUNCT
american_scientific_journal-3591	231	16	c.	c.	PROPN
american_scientific_journal-3591	231	17	p.	p.	PROPN
american_scientific_journal-3591	231	18	“	"	PUNCT
american_scientific_journal-3591	231	19	grey	grey	ADJ
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american_scientific_journal-3591	231	21	model	model	NOUN
american_scientific_journal-3591	231	22	for	for	ADP
american_scientific_journal-3591	231	23	co2	co2	NOUN
american_scientific_journal-3591	231	24	emissions	emission	NOUN
american_scientific_journal-3591	231	25	:	:	PUNCT
american_scientific_journal-3591	231	26	a	a	DET
american_scientific_journal-3591	231	27	taiwan	taiwan	PROPN
american_scientific_journal-3591	231	28	study	study	NOUN
american_scientific_journal-3591	231	29	”	"	PUNCT
american_scientific_journal-3591	231	30	applied	apply	VERB
american_scientific_journal-3591	231	31	energy	energy	NOUN
american_scientific_journal-3591	231	32	,	,	PUNCT
american_scientific_journal-3591	231	33	vol	vol	NOUN
american_scientific_journal-3591	231	34	.	.	PUNCT
american_scientific_journal-3591	231	35	88(11	88(11	NUM
american_scientific_journal-3591	231	36	)	)	PUNCT
american_scientific_journal-3591	231	37	,	,	PUNCT
american_scientific_journal-3591	231	38	pp	pp	ADJ
american_scientific_journal-3591	231	39	.	.	PUNCT
american_scientific_journal-3591	232	1	3816	3816	NUM
american_scientific_journal-3591	232	2	-	-	SYM
american_scientific_journal-3591	232	3	3820	3820	NUM
american_scientific_journal-3591	232	4	,	,	PUNCT
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american_scientific_journal-3591	232	6	.	.	PUNCT
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american_scientific_journal-3591	233	2	15	15	NUM
american_scientific_journal-3591	233	3	]	]	X
american_scientific_journal-3591	233	4	wu	wu	PROPN
american_scientific_journal-3591	233	5	,	,	PUNCT
american_scientific_journal-3591	233	6	w.	w.	PROPN
american_scientific_journal-3591	233	7	y.	y.	PROPN
american_scientific_journal-3591	233	8	;	;	PUNCT
american_scientific_journal-3591	233	9	tsai	tsai	PROPN
american_scientific_journal-3591	233	10	,	,	PUNCT
american_scientific_journal-3591	233	11	h.	h.	PROPN
american_scientific_journal-3591	233	12	j.	j.	PROPN
american_scientific_journal-3591	233	13	;	;	PUNCT
american_scientific_journal-3591	233	14	cheng	cheng	PROPN
american_scientific_journal-3591	233	15	,	,	PUNCT
american_scientific_journal-3591	233	16	k.	k.	PROPN
american_scientific_journal-3591	233	17	y.	y.	PROPN
american_scientific_journal-3591	233	18	;	;	PUNCT
american_scientific_journal-3591	233	19	lai	lai	PROPN
american_scientific_journal-3591	233	20	,	,	PUNCT
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american_scientific_journal-3591	233	22	“	"	PUNCT
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american_scientific_journal-3591	233	24	of	of	ADP
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american_scientific_journal-3591	233	27	management	management	NOUN
american_scientific_journal-3591	233	28	in	in	ADP
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american_scientific_journal-3591	233	30	ic	ic	PROPN
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american_scientific_journal-3591	233	32	companies	company	NOUN
american_scientific_journal-3591	233	33	:	:	PUNCT
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american_scientific_journal-3591	233	42	,	,	PUNCT
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american_scientific_journal-3591	233	46	management	management	NOUN
american_scientific_journal-3591	233	47	,	,	PUNCT
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american_scientific_journal-3591	233	50	36(5	36(5	NUM
american_scientific_journal-3591	233	51	)	)	PUNCT
american_scientific_journal-3591	233	52	,	,	PUNCT
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american_scientific_journal-3591	233	54	.	.	PUNCT
american_scientific_journal-3591	234	1	531	531	NUM
american_scientific_journal-3591	234	2	-	-	SYM
american_scientific_journal-3591	234	3	545	545	NUM
american_scientific_journal-3591	234	4	,	,	PUNCT
american_scientific_journal-3591	234	5	2006	2006	NUM
american_scientific_journal-3591	234	6	.	.	PUNCT
american_scientific_journal-3591	235	1	[	[	X
american_scientific_journal-3591	235	2	16	16	NUM
american_scientific_journal-3591	235	3	]	]	X
american_scientific_journal-3591	235	4	wang	wang	PROPN
american_scientific_journal-3591	235	5	,	,	PUNCT
american_scientific_journal-3591	235	6	c.	c.	PROPN
american_scientific_journal-3591	235	7	n.	n.	PROPN
american_scientific_journal-3591	235	8	;	;	PUNCT
american_scientific_journal-3591	235	9	nguyen	nguyen	PROPN
american_scientific_journal-3591	235	10	,	,	PUNCT
american_scientific_journal-3591	235	11	x.	x.	PROPN
american_scientific_journal-3591	235	12	t.	t.	PROPN
american_scientific_journal-3591	235	13	;	;	PUNCT
american_scientific_journal-3591	235	14	wang	wang	PROPN
american_scientific_journal-3591	235	15	,	,	PUNCT
american_scientific_journal-3591	235	16	y.	y.	PROPN
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american_scientific_journal-3591	235	22	partner	partner	NOUN
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american_scientific_journal-3591	235	24	:	:	PUNCT
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american_scientific_journal-3591	235	32	grey	grey	PROPN
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american_scientific_journal-3591	235	35	.	.	PUNCT
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american_scientific_journal-3591	236	2	,	,	PUNCT
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american_scientific_journal-3591	236	4	.	.	PROPN
american_scientific_journal-3591	236	5	8(2	8(2	NUM
american_scientific_journal-3591	236	6	)	)	PUNCT
american_scientific_journal-3591	236	7	,	,	PUNCT
american_scientific_journal-3591	236	8	pp	pp	ADP
american_scientific_journal-3591	236	9	.	.	PUNCT
american_scientific_journal-3591	236	10	173	173	NUM
american_scientific_journal-3591	236	11	,	,	PUNCT
american_scientific_journal-3591	236	12	2016	2016	NUM
american_scientific_journal-3591	236	13	.	.	PUNCT
american_scientific_journal-3591	237	1	[	[	X
american_scientific_journal-3591	237	2	17	17	NUM
american_scientific_journal-3591	237	3	]	]	X
american_scientific_journal-3591	237	4	liang	liang	PROPN
american_scientific_journal-3591	237	5	,	,	PUNCT
american_scientific_journal-3591	237	6	s.	s.	PROPN
american_scientific_journal-3591	237	7	k.	k.	PROPN
american_scientific_journal-3591	237	8	;	;	PUNCT
american_scientific_journal-3591	237	9	jiang	jiang	PROPN
american_scientific_journal-3591	237	10	,	,	PUNCT
american_scientific_journal-3591	237	11	j.	j.	PROPN
american_scientific_journal-3591	237	12	l.	l.	PROPN
american_scientific_journal-3591	237	13	;	;	PUNCT
american_scientific_journal-3591	237	14	lai	lai	PROPN
american_scientific_journal-3591	237	15	,	,	PUNCT
american_scientific_journal-3591	237	16	c.	c.	PROPN
american_scientific_journal-3591	237	17	t.	t.	PROPN
american_scientific_journal-3591	237	18	“	"	PUNCT
american_scientific_journal-3591	237	19	effects	effect	NOUN
american_scientific_journal-3591	237	20	of	of	ADP
american_scientific_journal-3591	237	21	integrative	integrative	ADJ
american_scientific_journal-3591	237	22	strategies	strategy	NOUN
american_scientific_journal-3591	237	23	on	on	ADP
american_scientific_journal-3591	237	24	the	the	DET
american_scientific_journal-3591	237	25	production	production	NOUN
american_scientific_journal-3591	237	26	efficiency	efficiency	NOUN
american_scientific_journal-3591	237	27	of	of	ADP
american_scientific_journal-3591	237	28	biotech	biotech	ADJ
american_scientific_journal-3591	237	29	firms	firm	NOUN
american_scientific_journal-3591	237	30	:	:	PUNCT
american_scientific_journal-3591	237	31	a	a	DET
american_scientific_journal-3591	237	32	data	datum	NOUN
american_scientific_journal-3591	237	33	envelopment	envelopment	ADJ
american_scientific_journal-3591	237	34	analysis	analysis	NOUN
american_scientific_journal-3591	237	35	”	"	PUNCT
american_scientific_journal-3591	237	36	,	,	PUNCT
american_scientific_journal-3591	237	37	international	international	ADJ
american_scientific_journal-3591	237	38	journal	journal	NOUN
american_scientific_journal-3591	237	39	of	of	ADP
american_scientific_journal-3591	237	40	management	management	NOUN
american_scientific_journal-3591	237	41	,	,	PUNCT
american_scientific_journal-3591	237	42	vol	vol	NOUN
american_scientific_journal-3591	237	43	.	.	PUNCT
american_scientific_journal-3591	237	44	25(1	25(1	NUM
american_scientific_journal-3591	237	45	)	)	PUNCT
american_scientific_journal-3591	237	46	,	,	PUNCT
american_scientific_journal-3591	237	47	pp	pp	PROPN
american_scientific_journal-3591	237	48	.	.	PUNCT
american_scientific_journal-3591	237	49	140148	140148	NUM
american_scientific_journal-3591	237	50	,	,	PUNCT
american_scientific_journal-3591	237	51	2008	2008	NUM
american_scientific_journal-3591	237	52	.	.	PUNCT
american_scientific_journal-3591	238	1	[	[	X
american_scientific_journal-3591	238	2	18	18	NUM
american_scientific_journal-3591	238	3	]	]	X
american_scientific_journal-3591	238	4	chen	chen	PROPN
american_scientific_journal-3591	238	5	,	,	PUNCT
american_scientific_journal-3591	238	6	j.	j.	PROPN
american_scientific_journal-3591	238	7	f.	f.	PROPN
american_scientific_journal-3591	238	8	;	;	PUNCT
american_scientific_journal-3591	238	9	hsieh	hsieh	PROPN
american_scientific_journal-3591	238	10	,	,	PUNCT
american_scientific_journal-3591	238	11	p.	p.	PROPN
american_scientific_journal-3591	238	12	y.	y.	PROPN
american_scientific_journal-3591	238	13	;	;	PUNCT
american_scientific_journal-3591	238	14	chen	chen	PROPN
american_scientific_journal-3591	238	15	,	,	PUNCT
american_scientific_journal-3591	238	16	h.	h.	PROPN
american_scientific_journal-3591	238	17	w.	w.	PROPN
american_scientific_journal-3591	238	18	“	"	PUNCT
american_scientific_journal-3591	238	19	evaluation	evaluation	NOUN
american_scientific_journal-3591	238	20	of	of	ADP
american_scientific_journal-3591	238	21	efficiency	efficiency	NOUN
american_scientific_journal-3591	238	22	of	of	ADP
american_scientific_journal-3591	238	23	capital	capital	NOUN
american_scientific_journal-3591	238	24	sources	source	NOUN
american_scientific_journal-3591	238	25	utilization	utilization	NOUN
american_scientific_journal-3591	238	26	and	and	CCONJ
american_scientific_journal-3591	238	27	company	company	NOUN
american_scientific_journal-3591	238	28	performance	performance	NOUN
american_scientific_journal-3591	238	29	of	of	ADP
american_scientific_journal-3591	238	30	e	e	NOUN
american_scientific_journal-3591	238	31	-	-	NOUN
american_scientific_journal-3591	238	32	life	life	ADJ
american_scientific_journal-3591	238	33	mall	mall	NOUN
american_scientific_journal-3591	238	34	in	in	ADP
american_scientific_journal-3591	238	35	kaohsiung	kaohsiung	PROPN
american_scientific_journal-3591	238	36	city	city	PROPN
american_scientific_journal-3591	238	37	based	base	VERB
american_scientific_journal-3591	238	38	on	on	ADP
american_scientific_journal-3591	238	39	data	datum	NOUN
american_scientific_journal-3591	238	40	envelopment	envelopment	ADJ
american_scientific_journal-3591	238	41	analysis	analysis	NOUN
american_scientific_journal-3591	238	42	”	"	PUNCT
american_scientific_journal-3591	238	43	,	,	PUNCT
american_scientific_journal-3591	238	44	in	in	ADP
american_scientific_journal-3591	238	45	computational	computational	ADJ
american_scientific_journal-3591	238	46	aspects	aspect	NOUN
american_scientific_journal-3591	238	47	of	of	ADP
american_scientific_journal-3591	238	48	social	social	ADJ
american_scientific_journal-3591	238	49	networks	network	NOUN
american_scientific_journal-3591	238	50	(	(	PUNCT
american_scientific_journal-3591	238	51	cason	cason	NOUN
american_scientific_journal-3591	238	52	)	)	PUNCT
american_scientific_journal-3591	238	53	,	,	PUNCT
american_scientific_journal-3591	238	54	2010	2010	NUM
american_scientific_journal-3591	238	55	ieee	ieee	PROPN
american_scientific_journal-3591	238	56	international	international	PROPN
american_scientific_journal-3591	238	57	conference	conference	NOUN
american_scientific_journal-3591	238	58	,	,	PUNCT
american_scientific_journal-3591	238	59	pp	pp	X
american_scientific_journal-3591	238	60	.	.	PUNCT
american_scientific_journal-3591	238	61	278283	278283	NUM
american_scientific_journal-3591	238	62	,	,	PUNCT
american_scientific_journal-3591	238	63	2010	2010	NUM
american_scientific_journal-3591	238	64	.	.	PUNCT
american_scientific_journal-3591	239	1	[	[	X
american_scientific_journal-3591	239	2	19	19	NUM
american_scientific_journal-3591	239	3	]	]	X
american_scientific_journal-3591	239	4	mathur	mathur	PROPN
american_scientific_journal-3591	239	5	,	,	PUNCT
american_scientific_journal-3591	239	6	t.	t.	PROPN
american_scientific_journal-3591	239	7	;	;	PUNCT
american_scientific_journal-3591	239	8	paul	paul	PROPN
american_scientific_journal-3591	239	9	,	,	PUNCT
american_scientific_journal-3591	239	10	u.	u.	PROPN
american_scientific_journal-3591	239	11	k.	k.	PROPN
american_scientific_journal-3591	239	12	“	"	PUNCT
american_scientific_journal-3591	239	13	performance	performance	NOUN
american_scientific_journal-3591	239	14	appraisal	appraisal	NOUN
american_scientific_journal-3591	239	15	of	of	ADP
american_scientific_journal-3591	239	16	indian	indian	ADJ
american_scientific_journal-3591	239	17	non	non	ADJ
american_scientific_journal-3591	239	18	-	-	ADJ
american_scientific_journal-3591	239	19	life	life	ADJ
american_scientific_journal-3591	239	20	insurance	insurance	NOUN
american_scientific_journal-3591	239	21	companies	company	NOUN
american_scientific_journal-3591	239	22	:	:	PUNCT
american_scientific_journal-3591	239	23	a	a	DET
american_scientific_journal-3591	239	24	dea	dea	PROPN
american_scientific_journal-3591	239	25	approach	approach	NOUN
american_scientific_journal-3591	239	26	”	"	PUNCT
american_scientific_journal-3591	239	27	,	,	PUNCT
american_scientific_journal-3591	239	28	universal	universal	ADJ
american_scientific_journal-3591	239	29	journal	journal	NOUN
american_scientific_journal-3591	239	30	of	of	ADP
american_scientific_journal-3591	239	31	management	management	NOUN
american_scientific_journal-3591	239	32	,	,	PUNCT
american_scientific_journal-3591	239	33	vol	vol	NOUN
american_scientific_journal-3591	239	34	.	.	PUNCT
american_scientific_journal-3591	239	35	2(5	2(5	NUM
american_scientific_journal-3591	239	36	)	)	PUNCT
american_scientific_journal-3591	239	37	,	,	PUNCT
american_scientific_journal-3591	239	38	pp	pp	ADP
american_scientific_journal-3591	239	39	.	.	PUNCT
american_scientific_journal-3591	240	1	173	173	NUM
american_scientific_journal-3591	240	2	-	-	SYM
american_scientific_journal-3591	240	3	185	185	NUM
american_scientific_journal-3591	240	4	,	,	PUNCT
american_scientific_journal-3591	240	5	2014	2014	NUM
american_scientific_journal-3591	240	6	.	.	PUNCT
american_scientific_journal-3591	241	1	[	[	X
american_scientific_journal-3591	241	2	20	20	NUM
american_scientific_journal-3591	241	3	]	]	X
american_scientific_journal-3591	241	4	fuentes	fuentes	PROPN
american_scientific_journal-3591	241	5	,	,	PUNCT
american_scientific_journal-3591	241	6	r.	r.	PROPN
american_scientific_journal-3591	241	7	;	;	PUNCT
american_scientific_journal-3591	241	8	fuster	fuster	PROPN
american_scientific_journal-3591	241	9	,	,	PUNCT
american_scientific_journal-3591	241	10	b.	b.	PROPN
american_scientific_journal-3591	241	11	;	;	PUNCT
american_scientific_journal-3591	241	12	lillo	lillo	PROPN
american_scientific_journal-3591	241	13	-	-	PUNCT
american_scientific_journal-3591	241	14	bañuls	bañuls	ADJ
american_scientific_journal-3591	241	15	,	,	PUNCT
american_scientific_journal-3591	241	16	a.	a.	NOUN
american_scientific_journal-3591	241	17	“	"	PUNCT
american_scientific_journal-3591	241	18	a	a	DET
american_scientific_journal-3591	241	19	three	three	NUM
american_scientific_journal-3591	241	20	-	-	PUNCT
american_scientific_journal-3591	241	21	stage	stage	NOUN
american_scientific_journal-3591	241	22	dea	dea	PROPN
american_scientific_journal-3591	241	23	model	model	NOUN
american_scientific_journal-3591	241	24	to	to	PART
american_scientific_journal-3591	241	25	evaluate	evaluate	VERB
american_scientific_journal-3591	241	26	learning	learning	NOUN
american_scientific_journal-3591	241	27	-	-	PUNCT
american_scientific_journal-3591	241	28	teaching	teach	VERB
american_scientific_journal-3591	241	29	technical	technical	ADJ
american_scientific_journal-3591	241	30	efficiency	efficiency	NOUN
american_scientific_journal-3591	241	31	:	:	PUNCT
american_scientific_journal-3591	241	32	key	key	ADJ
american_scientific_journal-3591	241	33	performance	performance	NOUN
american_scientific_journal-3591	241	34	indicators	indicator	NOUN
american_scientific_journal-3591	241	35	and	and	CCONJ
american_scientific_journal-3591	241	36	contextual	contextual	ADJ
american_scientific_journal-3591	241	37	variables	variable	NOUN
american_scientific_journal-3591	241	38	”	"	PUNCT
american_scientific_journal-3591	241	39	,	,	PUNCT
american_scientific_journal-3591	241	40	expert	expert	NOUN
american_scientific_journal-3591	241	41	systems	system	NOUN
american_scientific_journal-3591	241	42	with	with	ADP
american_scientific_journal-3591	241	43	applications	application	NOUN
american_scientific_journal-3591	241	44	,	,	PUNCT
american_scientific_journal-3591	241	45	vol	vol	NOUN
american_scientific_journal-3591	241	46	.	.	PROPN
american_scientific_journal-3591	241	47	48	48	NUM
american_scientific_journal-3591	241	48	,	,	PUNCT
american_scientific_journal-3591	241	49	pp	pp	ADJ
american_scientific_journal-3591	241	50	.	.	PUNCT
american_scientific_journal-3591	241	51	89	89	NUM
american_scientific_journal-3591	241	52	-	-	SYM
american_scientific_journal-3591	241	53	99	99	NUM
american_scientific_journal-3591	241	54	,	,	PUNCT
american_scientific_journal-3591	241	55	2016	2016	NUM
american_scientific_journal-3591	241	56	.	.	PUNCT
american_scientific_journal-3591	242	1	[	[	X
american_scientific_journal-3591	242	2	21	21	NUM
american_scientific_journal-3591	242	3	]	]	X
american_scientific_journal-3591	242	4	deloitte	deloitte	NOUN
american_scientific_journal-3591	242	5	.	.	PUNCT
american_scientific_journal-3591	243	1	international	international	ADJ
american_scientific_journal-3591	243	2	accounting	accounting	NOUN
american_scientific_journal-3591	243	3	standards	standard	NOUN
american_scientific_journal-3591	243	4	(	(	PUNCT
american_scientific_journal-3591	243	5	ias	ias	PROPN
american_scientific_journal-3591	243	6	)	)	PUNCT
american_scientific_journal-3591	243	7	.	.	PUNCT
american_scientific_journal-3591	244	1	internet	internet	NOUN
american_scientific_journal-3591	244	2	:	:	PUNCT
american_scientific_journal-3591	244	3	http://www.iasplus.com/en/standards/ias	http://www.iasplus.com/en/standards/ias	PROPN
american_scientific_journal-3591	244	4	/	/	PUNCT
american_scientific_journal-3591	245	1	[	[	X
american_scientific_journal-3591	245	2	may	may	AUX
american_scientific_journal-3591	245	3	.	.	PUNCT
american_scientific_journal-3591	245	4	30	30	NUM
american_scientific_journal-3591	245	5	,	,	PUNCT
american_scientific_journal-3591	245	6	2017	2017	NUM
american_scientific_journal-3591	245	7	]	]	PUNCT
american_scientific_journal-3591	245	8	.	.	PUNCT
american_scientific_journal-3591	246	1	[	[	X
american_scientific_journal-3591	246	2	22	22	NUM
american_scientific_journal-3591	246	3	]	]	X
american_scientific_journal-3591	246	4	stevenson	stevenson	PROPN
american_scientific_journal-3591	246	5	,	,	PUNCT
american_scientific_journal-3591	246	6	w.	w.	PROPN
american_scientific_journal-3591	246	7	j.	j.	PROPN
american_scientific_journal-3591	246	8	,	,	PUNCT
american_scientific_journal-3591	246	9	&	&	CCONJ
american_scientific_journal-3591	246	10	sum	sum	NOUN
american_scientific_journal-3591	246	11	,	,	PUNCT
american_scientific_journal-3591	246	12	c.	c.	PROPN
american_scientific_journal-3591	246	13	c.	c.	PROPN
american_scientific_journal-3591	246	14	operation	operation	PROPN
american_scientific_journal-3591	246	15	management	management	NOUN
american_scientific_journal-3591	246	16	:	:	PUNCT
american_scientific_journal-3591	246	17	an	an	DET
american_scientific_journal-3591	246	18	asian	asian	ADJ
american_scientific_journal-3591	246	19	perspective	perspective	NOUN
american_scientific_journal-3591	246	20	.	.	PUNCT
american_scientific_journal-3591	247	1	(	(	PUNCT
american_scientific_journal-3591	247	2	9th	9th	ADJ
american_scientific_journal-3591	247	3	ed	ed	NOUN
american_scientific_journal-3591	247	4	)	)	PUNCT
american_scientific_journal-3591	247	5	,	,	PUNCT
american_scientific_journal-3591	247	6	new	new	PROPN
american_scientific_journal-3591	247	7	york	york	PROPN
american_scientific_journal-3591	247	8	:	:	PUNCT
american_scientific_journal-3591	247	9	mcgraw	mcgraw	PROPN
american_scientific_journal-3591	247	10	-	-	PUNCT
american_scientific_journal-3591	247	11	hill	hill	NOUN
american_scientific_journal-3591	247	12	education	education	NOUN
american_scientific_journal-3591	247	13	,	,	PUNCT
american_scientific_journal-3591	247	14	2010	2010	NUM
american_scientific_journal-3591	247	15	.	.	PUNCT
american_scientific_journal-3591	248	1	https://www.consumeraffairs.com/health/fitness-equipment/	https://www.consumeraffairs.com/health/fitness-equipment/	X
american_scientific_journal-3591	248	2	http://www.google.com/finance	http://www.google.com/finance	X
american_scientific_journal-3591	248	3	http://www.iasplus.com/en/standards/ias	http://www.iasplus.com/en/standards/ias	PROPN
american_scientific_journal-3591	248	4	american	american	PROPN
american_scientific_journal-3591	248	5	scientific	scientific	ADJ
american_scientific_journal-3591	248	6	research	research	PROPN
american_scientific_journal-3591	248	7	journal	journal	NOUN
american_scientific_journal-3591	248	8	for	for	ADP
american_scientific_journal-3591	248	9	engineering	engineering	NOUN
american_scientific_journal-3591	248	10	,	,	PUNCT
american_scientific_journal-3591	248	11	technology	technology	NOUN
american_scientific_journal-3591	248	12	,	,	PUNCT
american_scientific_journal-3591	248	13	and	and	CCONJ
american_scientific_journal-3591	248	14	sciences	science	NOUN
american_scientific_journal-3591	248	15	(	(	PUNCT
american_scientific_journal-3591	248	16	asrjets	asrjet	NOUN
american_scientific_journal-3591	248	17	)	)	PUNCT
american_scientific_journal-3591	248	18	(	(	PUNCT
american_scientific_journal-3591	248	19	2017	2017	NUM
american_scientific_journal-3591	248	20	)	)	PUNCT
american_scientific_journal-3591	248	21	volume	volume	NOUN
american_scientific_journal-3591	248	22	38	38	NUM
american_scientific_journal-3591	248	23	,	,	PUNCT
american_scientific_journal-3591	248	24	no	no	DET
american_scientific_journal-3591	248	25	1	1	NUM
american_scientific_journal-3591	248	26	,	,	PUNCT
american_scientific_journal-3591	248	27	pp	pp	ADV
american_scientific_journal-3591	248	28	33	33	NUM
american_scientific_journal-3591	248	29	-	-	SYM
american_scientific_journal-3591	248	30	47	47	NUM
american_scientific_journal-3591	248	31	47	47	NUM
american_scientific_journal-3591	249	1	[	[	X
american_scientific_journal-3591	249	2	23	23	NUM
american_scientific_journal-3591	249	3	]	]	X
american_scientific_journal-3591	249	4	g.	g.	PROPN
american_scientific_journal-3591	249	5	d.	d.	PROPN
american_scientific_journal-3591	249	6	li	li	PROPN
american_scientific_journal-3591	249	7	,	,	PUNCT
american_scientific_journal-3591	249	8	s.	s.	PROPN
american_scientific_journal-3591	249	9	masuda	masuda	PROPN
american_scientific_journal-3591	249	10	,	,	PUNCT
american_scientific_journal-3591	249	11	m.	m.	NOUN
american_scientific_journal-3591	249	12	nagai	nagai	PROPN
american_scientific_journal-3591	249	13	,	,	PUNCT
american_scientific_journal-3591	249	14	“	"	PUNCT
american_scientific_journal-3591	249	15	an	an	DET
american_scientific_journal-3591	249	16	optimal	optimal	ADJ
american_scientific_journal-3591	249	17	prediction	prediction	NOUN
american_scientific_journal-3591	249	18	model	model	NOUN
american_scientific_journal-3591	249	19	using	use	VERB
american_scientific_journal-3591	249	20	taylor	taylor	PROPN
american_scientific_journal-3591	249	21	approximation	approximation	NOUN
american_scientific_journal-3591	249	22	method	method	NOUN
american_scientific_journal-3591	249	23	”	"	PUNCT
american_scientific_journal-3591	249	24	,	,	PUNCT
american_scientific_journal-3591	249	25	journal	journal	NOUN
american_scientific_journal-3591	249	26	of	of	ADP
american_scientific_journal-3591	249	27	grey	grey	PROPN
american_scientific_journal-3591	249	28	system	system	NOUN
american_scientific_journal-3591	249	29	,	,	PUNCT
american_scientific_journal-3591	249	30	vol	vol	NOUN
american_scientific_journal-3591	249	31	.	.	PROPN
american_scientific_journal-3591	249	32	11	11	NUM
american_scientific_journal-3591	249	33	,	,	PUNCT
american_scientific_journal-3591	249	34	pp	pp	ADJ
american_scientific_journal-3591	249	35	.	.	PUNCT
american_scientific_journal-3591	250	1	91	91	NUM
american_scientific_journal-3591	250	2	-	-	SYM
american_scientific_journal-3591	250	3	100	100	NUM
american_scientific_journal-3591	250	4	,	,	PUNCT
american_scientific_journal-3591	250	5	2011	2011	NUM
american_scientific_journal-3591	250	6	.	.	PUNCT
american_scientific_journal-3591	251	1	[	[	X
american_scientific_journal-3591	251	2	24	24	NUM
american_scientific_journal-3591	251	3	]	]	PUNCT
american_scientific_journal-3591	251	4	coelli	coelli	PROPN
american_scientific_journal-3591	251	5	,	,	PUNCT
american_scientific_journal-3591	251	6	t.j	t.j	PROPN
american_scientific_journal-3591	251	7	.	.	PROPN
american_scientific_journal-3591	251	8	;	;	PUNCT
american_scientific_journal-3591	251	9	rao	rao	PROPN
american_scientific_journal-3591	251	10	,	,	PUNCT
american_scientific_journal-3591	251	11	d.s.p	d.s.p	PROPN
american_scientific_journal-3591	251	12	.	.	PUNCT
american_scientific_journal-3591	251	13	;	;	PUNCT
american_scientific_journal-3591	251	14	o’donnell	o’donnell	PROPN
american_scientific_journal-3591	251	15	,	,	PUNCT
american_scientific_journal-3591	251	16	c.j	c.j	PROPN
american_scientific_journal-3591	251	17	.	.	PROPN
american_scientific_journal-3591	251	18	;	;	PUNCT
american_scientific_journal-3591	251	19	&	&	CCONJ
american_scientific_journal-3591	251	20	battese	battese	PROPN
american_scientific_journal-3591	251	21	,	,	PUNCT
american_scientific_journal-3591	251	22	g.e	g.e	PROPN
american_scientific_journal-3591	251	23	.	.	PUNCT
american_scientific_journal-3591	252	1	an	an	DET
american_scientific_journal-3591	252	2	introduction	introduction	NOUN
american_scientific_journal-3591	252	3	to	to	ADP
american_scientific_journal-3591	252	4	efficiency	efficiency	NOUN
american_scientific_journal-3591	252	5	and	and	CCONJ
american_scientific_journal-3591	252	6	productivity	productivity	NOUN
american_scientific_journal-3591	252	7	analysis	analysis	NOUN
american_scientific_journal-3591	252	8	.	.	PUNCT
american_scientific_journal-3591	253	1	(	(	PUNCT
american_scientific_journal-3591	253	2	2nd	2nd	ADJ
american_scientific_journal-3591	253	3	ed	ed	NOUN
american_scientific_journal-3591	253	4	)	)	PUNCT
american_scientific_journal-3591	253	5	.	.	PUNCT
american_scientific_journal-3591	254	1	philadelphia	philadelphia	PROPN
american_scientific_journal-3591	254	2	,	,	PUNCT
american_scientific_journal-3591	254	3	pa	pa	PROPN
american_scientific_journal-3591	254	4	:	:	PUNCT
american_scientific_journal-3591	254	5	springer	springer	NOUN
american_scientific_journal-3591	254	6	,	,	PUNCT
american_scientific_journal-3591	254	7	2005	2005	NUM
american_scientific_journal-3591	254	8	.	.	PUNCT
american_scientific_journal-3591	255	1	[	[	X
american_scientific_journal-3591	255	2	25	25	NUM
american_scientific_journal-3591	255	3	]	]	PUNCT
american_scientific_journal-3591	255	4	golany	golany	NOUN
american_scientific_journal-3591	255	5	,	,	PUNCT
american_scientific_journal-3591	255	6	b.	b.	PROPN
american_scientific_journal-3591	255	7	;	;	PUNCT
american_scientific_journal-3591	255	8	roll	roll	NOUN
american_scientific_journal-3591	255	9	,	,	PUNCT
american_scientific_journal-3591	255	10	y.	y.	NOUN
american_scientific_journal-3591	255	11	“	"	PUNCT
american_scientific_journal-3591	255	12	an	an	DET
american_scientific_journal-3591	255	13	application	application	NOUN
american_scientific_journal-3591	255	14	procedure	procedure	NOUN
american_scientific_journal-3591	255	15	for	for	ADP
american_scientific_journal-3591	255	16	dea	dea	NOUN
american_scientific_journal-3591	255	17	”	"	PUNCT
american_scientific_journal-3591	255	18	,	,	PUNCT
american_scientific_journal-3591	255	19	omega	omega	NOUN
american_scientific_journal-3591	255	20	,	,	PUNCT
american_scientific_journal-3591	255	21	vol	vol	NOUN
american_scientific_journal-3591	255	22	.	.	PUNCT
american_scientific_journal-3591	255	23	17(3	17(3	NUM
american_scientific_journal-3591	255	24	)	)	PUNCT
american_scientific_journal-3591	255	25	,	,	PUNCT
american_scientific_journal-3591	255	26	pp	pp	PROPN
american_scientific_journal-3591	255	27	.	.	PUNCT
american_scientific_journal-3591	256	1	237	237	NUM
american_scientific_journal-3591	256	2	-	-	SYM
american_scientific_journal-3591	256	3	250	250	NUM
american_scientific_journal-3591	256	4	,	,	PUNCT
american_scientific_journal-3591	256	5	1989	1989	NUM
american_scientific_journal-3591	256	6	.	.	PUNCT
american_scientific_journal-3591	257	1	[	[	X
american_scientific_journal-3591	257	2	26	26	NUM
american_scientific_journal-3591	257	3	]	]	PUNCT
american_scientific_journal-3591	257	4	pruessner	pruessner	NOUN
american_scientific_journal-3591	257	5	,	,	PUNCT
american_scientific_journal-3591	257	6	j.	j.	PROPN
american_scientific_journal-3591	257	7	c.	c.	PROPN
american_scientific_journal-3591	257	8	;	;	PUNCT
american_scientific_journal-3591	257	9	kirschbaum	kirschbaum	PROPN
american_scientific_journal-3591	257	10	,	,	PUNCT
american_scientific_journal-3591	257	11	c.	c.	PROPN
american_scientific_journal-3591	257	12	;	;	PUNCT
american_scientific_journal-3591	257	13	meinlschmid	meinlschmid	PROPN
american_scientific_journal-3591	257	14	,	,	PUNCT
american_scientific_journal-3591	257	15	g.	g.	PROPN
american_scientific_journal-3591	257	16	;	;	PUNCT
american_scientific_journal-3591	257	17	hellhammer	hellhammer	PROPN
american_scientific_journal-3591	257	18	,	,	PUNCT
american_scientific_journal-3591	257	19	d.	d.	PROPN
american_scientific_journal-3591	257	20	h.	h.	PROPN
american_scientific_journal-3591	258	1	“	"	PUNCT
american_scientific_journal-3591	258	2	two	two	NUM
american_scientific_journal-3591	258	3	formulas	formula	NOUN
american_scientific_journal-3591	258	4	for	for	ADP
american_scientific_journal-3591	258	5	computation	computation	NOUN
american_scientific_journal-3591	258	6	of	of	ADP
american_scientific_journal-3591	258	7	the	the	DET
american_scientific_journal-3591	258	8	area	area	NOUN
american_scientific_journal-3591	258	9	under	under	ADP
american_scientific_journal-3591	258	10	the	the	DET
american_scientific_journal-3591	258	11	curve	curve	NOUN
american_scientific_journal-3591	258	12	represent	represent	VERB
american_scientific_journal-3591	258	13	measures	measure	NOUN
american_scientific_journal-3591	258	14	of	of	ADP
american_scientific_journal-3591	258	15	total	total	ADJ
american_scientific_journal-3591	258	16	hormone	hormone	NOUN
american_scientific_journal-3591	258	17	concentration	concentration	NOUN
american_scientific_journal-3591	258	18	versus	versus	ADP
american_scientific_journal-3591	258	19	time	time	NOUN
american_scientific_journal-3591	258	20	-	-	PUNCT
american_scientific_journal-3591	258	21	dependent	dependent	ADJ
american_scientific_journal-3591	258	22	change	change	NOUN
american_scientific_journal-3591	258	23	”	"	PUNCT
american_scientific_journal-3591	258	24	,	,	PUNCT
american_scientific_journal-3591	258	25	psychoneuroendocrinology	psychoneuroendocrinology	NOUN
american_scientific_journal-3591	258	26	,	,	PUNCT
american_scientific_journal-3591	258	27	vol	vol	NOUN
american_scientific_journal-3591	258	28	.	.	PUNCT
american_scientific_journal-3591	258	29	28(7	28(7	NUM
american_scientific_journal-3591	258	30	)	)	PUNCT
american_scientific_journal-3591	258	31	,	,	PUNCT
american_scientific_journal-3591	258	32	pp	pp	ADP
american_scientific_journal-3591	258	33	.	.	PUNCT
american_scientific_journal-3591	259	1	916	916	NUM
american_scientific_journal-3591	259	2	-	-	SYM
american_scientific_journal-3591	259	3	931	931	NUM
american_scientific_journal-3591	259	4	,	,	PUNCT
american_scientific_journal-3591	259	5	2003	2003	NUM
american_scientific_journal-3591	259	6	.	.	PUNCT
american_scientific_journal-3591	260	1	[	[	X
american_scientific_journal-3591	260	2	27	27	NUM
american_scientific_journal-3591	260	3	]	]	X
american_scientific_journal-3591	260	4	lo	lo	PROPN
american_scientific_journal-3591	260	5	,	,	PUNCT
american_scientific_journal-3591	260	6	f.	f.	PROPN
american_scientific_journal-3591	260	7	y.	y.	PROPN
american_scientific_journal-3591	260	8	;	;	PUNCT
american_scientific_journal-3591	260	9	chien	chien	PROPN
american_scientific_journal-3591	260	10	,	,	PUNCT
american_scientific_journal-3591	260	11	c.	c.	PROPN
american_scientific_journal-3591	260	12	f	f	PROPN
american_scientific_journal-3591	260	13	;	;	PUNCT
american_scientific_journal-3591	260	14	lin	lin	PROPN
american_scientific_journal-3591	260	15	,	,	PUNCT
american_scientific_journal-3591	260	16	j.	j.	PROPN
american_scientific_journal-3591	260	17	t.	t.	PROPN
american_scientific_journal-3591	260	18	“	"	PUNCT
american_scientific_journal-3591	260	19	a	a	DET
american_scientific_journal-3591	260	20	dea	dea	PROPN
american_scientific_journal-3591	260	21	study	study	NOUN
american_scientific_journal-3591	260	22	to	to	PART
american_scientific_journal-3591	260	23	evaluate	evaluate	VERB
american_scientific_journal-3591	260	24	the	the	DET
american_scientific_journal-3591	260	25	relative	relative	ADJ
american_scientific_journal-3591	260	26	efficiency	efficiency	NOUN
american_scientific_journal-3591	260	27	and	and	CCONJ
american_scientific_journal-3591	260	28	investigate	investigate	VERB
american_scientific_journal-3591	260	29	the	the	DET
american_scientific_journal-3591	260	30	district	district	NOUN
american_scientific_journal-3591	260	31	reorganization	reorganization	NOUN
american_scientific_journal-3591	260	32	of	of	ADP
american_scientific_journal-3591	260	33	the	the	DET
american_scientific_journal-3591	260	34	taiwan	taiwan	PROPN
american_scientific_journal-3591	260	35	power	power	NOUN
american_scientific_journal-3591	260	36	company	company	NOUN
american_scientific_journal-3591	260	37	”	"	PUNCT
american_scientific_journal-3591	260	38	,	,	PUNCT
american_scientific_journal-3591	260	39	ieee	ieee	NOUN
american_scientific_journal-3591	260	40	transactions	transaction	NOUN
american_scientific_journal-3591	260	41	on	on	ADP
american_scientific_journal-3591	260	42	power	power	NOUN
american_scientific_journal-3591	260	43	systems	system	NOUN
american_scientific_journal-3591	260	44	,	,	PUNCT
american_scientific_journal-3591	260	45	vol	vol	NOUN
american_scientific_journal-3591	260	46	.	.	PUNCT
american_scientific_journal-3591	260	47	16(1	16(1	NUM
american_scientific_journal-3591	260	48	)	)	PUNCT
american_scientific_journal-3591	260	49	,	,	PUNCT
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american_scientific_journal-3591	260	51	.	.	PUNCT
american_scientific_journal-3591	261	1	170	170	NUM
american_scientific_journal-3591	261	2	-	-	SYM
american_scientific_journal-3591	261	3	178	178	NUM
american_scientific_journal-3591	261	4	,	,	PUNCT
american_scientific_journal-3591	261	5	2001	2001	NUM
american_scientific_journal-3591	261	6	.	.	PUNCT
american_scientific_journal-3591	262	1	[	[	X
american_scientific_journal-3591	262	2	28	28	NUM
american_scientific_journal-3591	262	3	]	]	X
american_scientific_journal-3591	262	4	banker	banker	NOUN
american_scientific_journal-3591	262	5	,	,	PUNCT
american_scientific_journal-3591	262	6	r.d	r.d	PROPN
american_scientific_journal-3591	262	7	.	.	PROPN
american_scientific_journal-3591	262	8	;	;	PUNCT
american_scientific_journal-3591	262	9	charnes	charne	NOUN
american_scientific_journal-3591	262	10	,	,	PUNCT
american_scientific_journal-3591	262	11	a.	a.	NOUN
american_scientific_journal-3591	262	12	;	;	PUNCT
american_scientific_journal-3591	262	13	cooper	cooper	PROPN
american_scientific_journal-3591	262	14	,	,	PUNCT
american_scientific_journal-3591	262	15	w.w	w.w	PROPN
american_scientific_journal-3591	262	16	.	.	PUNCT
american_scientific_journal-3591	263	1	some	some	DET
american_scientific_journal-3591	263	2	models	model	NOUN
american_scientific_journal-3591	263	3	for	for	ADP
american_scientific_journal-3591	263	4	estimating	estimate	VERB
american_scientific_journal-3591	263	5	technological	technological	ADJ
american_scientific_journal-3591	263	6	and	and	CCONJ
american_scientific_journal-3591	263	7	scale	scale	NOUN
american_scientific_journal-3591	263	8	inefficiencies	inefficiency	NOUN
american_scientific_journal-3591	263	9	in	in	ADP
american_scientific_journal-3591	263	10	data	datum	NOUN
american_scientific_journal-3591	263	11	envelopment	envelopment	ADJ
american_scientific_journal-3591	263	12	analysis	analysis	NOUN
american_scientific_journal-3591	263	13	.	.	PUNCT
american_scientific_journal-3591	264	1	manag	manag	PROPN
american_scientific_journal-3591	264	2	.	.	PUNCT
american_scientific_journal-3591	265	1	sci	sci	PROPN
american_scientific_journal-3591	265	2	,	,	PUNCT
american_scientific_journal-3591	265	3	vol	vol	NOUN
american_scientific_journal-3591	265	4	.	.	PROPN
american_scientific_journal-3591	265	5	30	30	NUM
american_scientific_journal-3591	265	6	,	,	PUNCT
american_scientific_journal-3591	265	7	pp	pp	ADJ
american_scientific_journal-3591	265	8	.	.	PUNCT
american_scientific_journal-3591	265	9	1078–1092	1078–1092	NUM
american_scientific_journal-3591	265	10	,	,	PUNCT
american_scientific_journal-3591	265	11	1984	1984	NUM
american_scientific_journal-3591	265	12	.	.	PUNCT
american_scientific_journal-3591	266	1	abstract	abstract	ADJ
american_scientific_journal-3591	266	2	1	1	NUM
american_scientific_journal-3591	266	3	.	.	PUNCT
american_scientific_journal-3591	267	1	introduction	introduction	NOUN
american_scientific_journal-3591	267	2	2	2	NUM
american_scientific_journal-3591	267	3	.	.	PUNCT
american_scientific_journal-3591	268	1	literature	literature	NOUN
american_scientific_journal-3591	268	2	review	review	NOUN
american_scientific_journal-3591	268	3	3	3	NUM
american_scientific_journal-3591	268	4	.	.	PUNCT
american_scientific_journal-3591	268	5	research	research	NOUN
american_scientific_journal-3591	268	6	development	development	NOUN
american_scientific_journal-3591	268	7	,	,	PUNCT
american_scientific_journal-3591	268	8	data	data	NOUN
american_scientific_journal-3591	268	9	collection	collection	NOUN
american_scientific_journal-3591	268	10	and	and	CCONJ
american_scientific_journal-3591	268	11	methodology	methodology	NOUN
american_scientific_journal-3591	268	12	3.1	3.1	NUM
american_scientific_journal-3591	268	13	.	.	PUNCT
american_scientific_journal-3591	269	1	research	research	NOUN
american_scientific_journal-3591	269	2	developments	development	NOUN
american_scientific_journal-3591	269	3	3.2	3.2	NUM
american_scientific_journal-3591	269	4	.	.	PUNCT
american_scientific_journal-3591	270	1	data	datum	NOUN
american_scientific_journal-3591	270	2	collection	collection	NOUN
american_scientific_journal-3591	270	3	and	and	CCONJ
american_scientific_journal-3591	270	4	established	establish	VERB
american_scientific_journal-3591	270	5	inputs	input	NOUN
american_scientific_journal-3591	270	6	/	/	SYM
american_scientific_journal-3591	270	7	outputs	output	NOUN
american_scientific_journal-3591	270	8	variables	variable	NOUN
american_scientific_journal-3591	270	9	3.3	3.3	NUM
american_scientific_journal-3591	270	10	.	.	PUNCT
american_scientific_journal-3591	271	1	grey	grey	PROPN
american_scientific_journal-3591	271	2	forecasting	forecasting	NOUN
american_scientific_journal-3591	271	3	model	model	NOUN
american_scientific_journal-3591	271	4	3.4	3.4	NUM
american_scientific_journal-3591	271	5	.	.	PUNCT
american_scientific_journal-3591	272	1	evaluation	evaluation	NOUN
american_scientific_journal-3591	272	2	of	of	ADP
american_scientific_journal-3591	272	3	volatility	volatility	NOUN
american_scientific_journal-3591	272	4	forecasts	forecast	VERB
american_scientific_journal-3591	272	5	3.5	3.5	NUM
american_scientific_journal-3591	272	6	.	.	PUNCT
american_scientific_journal-3591	273	1	mamquist	mamquist	NOUN
american_scientific_journal-3591	273	2	productivity	productivity	PROPN
american_scientific_journal-3591	273	3	index	index	NOUN
american_scientific_journal-3591	273	4	(	(	PUNCT
american_scientific_journal-3591	273	5	mpi	mpi	PROPN
american_scientific_journal-3591	273	6	)	)	PUNCT
american_scientific_journal-3591	273	7	4	4	NUM
american_scientific_journal-3591	273	8	.	.	PUNCT
american_scientific_journal-3591	273	9	empirical	empirical	ADJ
american_scientific_journal-3591	273	10	results	result	NOUN
american_scientific_journal-3591	273	11	4.1	4.1	NUM
american_scientific_journal-3591	273	12	.	.	PUNCT
american_scientific_journal-3591	274	1	prediction	prediction	NOUN
american_scientific_journal-3591	274	2	results	result	VERB
american_scientific_journal-3591	274	3	4.2	4.2	NUM
american_scientific_journal-3591	274	4	.	.	PUNCT
american_scientific_journal-3591	275	1	pearson	pearson	PROPN
american_scientific_journal-3591	275	2	correlation	correlation	PROPN
american_scientific_journal-3591	275	3	4.3	4.3	NUM
american_scientific_journal-3591	275	4	.	.	PUNCT
american_scientific_journal-3591	275	5	productivity	productivity	NOUN
american_scientific_journal-3591	275	6	index	index	NOUN
american_scientific_journal-3591	275	7	analysis	analysis	NOUN
american_scientific_journal-3591	275	8	5	5	NUM
american_scientific_journal-3591	275	9	.	.	PUNCT
american_scientific_journal-3591	276	1	conclusions	conclusion	NOUN
american_scientific_journal-3591	276	2	references	reference	NOUN