id	sid	tid	token	lemma	pos
fcis-6351	1	1	frontiers	frontier	NOUN
fcis-6351	1	2	in	in	ADP
fcis-6351	1	3	computing	computing	NOUN
fcis-6351	1	4	and	and	CCONJ
fcis-6351	1	5	intelligent	intelligent	ADJ
fcis-6351	1	6	systems	system	NOUN
fcis-6351	1	7	issn	issn	VERB
fcis-6351	1	8	:	:	PUNCT
fcis-6351	1	9	2832	2832	NUM
fcis-6351	1	10	-	-	SYM
fcis-6351	1	11	6024	6024	NUM
fcis-6351	1	12	|	|	NOUN
fcis-6351	1	13	vol	vol	NOUN
fcis-6351	1	14	.	.	PROPN
fcis-6351	2	1	3	3	NUM
fcis-6351	2	2	,	,	PUNCT
fcis-6351	2	3	no	no	INTJ
fcis-6351	2	4	.	.	NOUN
fcis-6351	2	5	1	1	NUM
fcis-6351	2	6	,	,	PUNCT
fcis-6351	2	7	2023	2023	NUM
fcis-6351	2	8	138	138	NUM
fcis-6351	2	9	combination	combination	NOUN
fcis-6351	2	10	forecasting	forecasting	NOUN
fcis-6351	2	11	model	model	NOUN
fcis-6351	2	12	of	of	ADP
fcis-6351	2	13	r&d	r&d	NOUN
fcis-6351	2	14	intensity	intensity	NOUN
fcis-6351	2	15	in	in	ADP
fcis-6351	2	16	anhui	anhui	PROPN
fcis-6351	2	17	province	province	PROPN
fcis-6351	2	18	based	base	VERB
fcis-6351	2	19	on	on	ADP
fcis-6351	2	20	igowa	igowa	PROPN
fcis-6351	2	21	operator	operator	NOUN
fcis-6351	2	22	weilun	weilun	PROPN
fcis-6351	2	23	xu	xu	PROPN
fcis-6351	2	24	,	,	PUNCT
fcis-6351	2	25	yumei	yumei	PROPN
fcis-6351	2	26	wang	wang	PROPN
fcis-6351	2	27	school	school	PROPN
fcis-6351	2	28	of	of	ADP
fcis-6351	2	29	statistics	statistic	NOUN
fcis-6351	2	30	and	and	CCONJ
fcis-6351	2	31	applied	applied	ADJ
fcis-6351	2	32	mathematics	mathematic	NOUN
fcis-6351	2	33	,	,	PUNCT
fcis-6351	2	34	anhui	anhui	PROPN
fcis-6351	2	35	university	university	PROPN
fcis-6351	2	36	of	of	ADP
fcis-6351	2	37	finance	finance	NOUN
fcis-6351	2	38	and	and	CCONJ
fcis-6351	2	39	economics	economic	NOUN
fcis-6351	2	40	,	,	PUNCT
fcis-6351	2	41	bengbu	bengbu	NOUN
fcis-6351	2	42	233000	233000	NUM
fcis-6351	2	43	,	,	PUNCT
fcis-6351	2	44	china	china	PROPN
fcis-6351	2	45	abstract	abstract	NOUN
fcis-6351	2	46	:	:	PUNCT
fcis-6351	2	47	taking	take	VERB
fcis-6351	2	48	the	the	DET
fcis-6351	2	49	r&d	r&d	NOUN
fcis-6351	2	50	intensity	intensity	NOUN
fcis-6351	2	51	data	datum	NOUN
fcis-6351	2	52	of	of	ADP
fcis-6351	2	53	anhui	anhui	PROPN
fcis-6351	2	54	province	province	PROPN
fcis-6351	2	55	from	from	ADP
fcis-6351	2	56	2006	2006	NUM
fcis-6351	2	57	to	to	ADP
fcis-6351	2	58	2020	2020	NUM
fcis-6351	2	59	as	as	ADP
fcis-6351	2	60	the	the	DET
fcis-6351	2	61	sample	sample	NOUN
fcis-6351	2	62	,	,	PUNCT
fcis-6351	2	63	the	the	DET
fcis-6351	2	64	grey	grey	PROPN
fcis-6351	2	65	prediction	prediction	NOUN
fcis-6351	2	66	model	model	NOUN
fcis-6351	2	67	,	,	PUNCT
fcis-6351	2	68	arima	arima	PROPN
fcis-6351	2	69	model	model	NOUN
fcis-6351	2	70	and	and	CCONJ
fcis-6351	2	71	holt	holt	PROPN
fcis-6351	2	72	winters	winters	PROPN
fcis-6351	2	73	non	non	PROPN
fcis-6351	2	74	seasonal	seasonal	ADJ
fcis-6351	2	75	model	model	NOUN
fcis-6351	2	76	were	be	AUX
fcis-6351	2	77	selected	select	VERB
fcis-6351	2	78	to	to	PART
fcis-6351	2	79	fit	fit	VERB
fcis-6351	2	80	and	and	CCONJ
fcis-6351	2	81	predict	predict	VERB
fcis-6351	2	82	the	the	DET
fcis-6351	2	83	r&d	r&d	NOUN
fcis-6351	2	84	intensity	intensity	NOUN
fcis-6351	2	85	of	of	ADP
fcis-6351	2	86	anhui	anhui	PROPN
fcis-6351	2	87	province	province	PROPN
fcis-6351	2	88	,	,	PUNCT
fcis-6351	2	89	and	and	CCONJ
fcis-6351	2	90	then	then	ADV
fcis-6351	2	91	the	the	DET
fcis-6351	2	92	igowa	igowa	NOUN
fcis-6351	2	93	operator	operator	NOUN
fcis-6351	2	94	variable	variable	ADJ
fcis-6351	2	95	weight	weight	NOUN
fcis-6351	2	96	coefficient	coefficient	NOUN
fcis-6351	2	97	combination	combination	NOUN
fcis-6351	2	98	prediction	prediction	NOUN
fcis-6351	2	99	model	model	NOUN
fcis-6351	2	100	based	base	VERB
fcis-6351	2	101	on	on	ADP
fcis-6351	2	102	the	the	DET
fcis-6351	2	103	minimum	minimum	ADJ
fcis-6351	2	104	criterion	criterion	NOUN
fcis-6351	2	105	of	of	ADP
fcis-6351	2	106	the	the	DET
fcis-6351	2	107	sum	sum	NOUN
fcis-6351	2	108	of	of	ADP
fcis-6351	2	109	squares	square	NOUN
fcis-6351	2	110	of	of	ADP
fcis-6351	2	111	errors	error	NOUN
fcis-6351	2	112	was	be	AUX
fcis-6351	2	113	constructed	construct	VERB
fcis-6351	2	114	,	,	PUNCT
fcis-6351	2	115	and	and	CCONJ
fcis-6351	2	116	the	the	DET
fcis-6351	2	117	combination	combination	NOUN
fcis-6351	2	118	prediction	prediction	NOUN
fcis-6351	2	119	model	model	NOUN
fcis-6351	2	120	corresponding	correspond	VERB
fcis-6351	2	121	to	to	ADP
fcis-6351	2	122	four	four	NUM
fcis-6351	2	123	special	special	ADJ
fcis-6351	2	124	values	value	NOUN
fcis-6351	2	125	of	of	ADP
fcis-6351	2	126	the	the	DET
fcis-6351	2	127	operator	operator	NOUN
fcis-6351	2	128	parameters	parameter	NOUN
fcis-6351	2	129	was	be	AUX
fcis-6351	2	130	taken	take	VERB
fcis-6351	2	131	,	,	PUNCT
fcis-6351	2	132	establish	establish	VERB
fcis-6351	2	133	an	an	DET
fcis-6351	2	134	error	error	NOUN
fcis-6351	2	135	evaluation	evaluation	NOUN
fcis-6351	2	136	index	index	NOUN
fcis-6351	2	137	system	system	NOUN
fcis-6351	2	138	to	to	PART
fcis-6351	2	139	illustrate	illustrate	VERB
fcis-6351	2	140	the	the	DET
fcis-6351	2	141	effectiveness	effectiveness	NOUN
fcis-6351	2	142	of	of	ADP
fcis-6351	2	143	the	the	DET
fcis-6351	2	144	model	model	NOUN
fcis-6351	2	145	,	,	PUNCT
fcis-6351	2	146	and	and	CCONJ
fcis-6351	2	147	analyze	analyze	VERB
fcis-6351	2	148	the	the	DET
fcis-6351	2	149	sensitivity	sensitivity	NOUN
fcis-6351	2	150	of	of	ADP
fcis-6351	2	151	the	the	DET
fcis-6351	2	152	parameters	parameter	NOUN
fcis-6351	2	153	.	.	PUNCT
fcis-6351	3	1	through	through	ADP
fcis-6351	3	2	model	model	NOUN
fcis-6351	3	3	evaluation	evaluation	NOUN
fcis-6351	3	4	,	,	PUNCT
fcis-6351	3	5	it	it	PRON
fcis-6351	3	6	can	can	AUX
fcis-6351	3	7	be	be	AUX
fcis-6351	3	8	found	find	VERB
fcis-6351	3	9	that	that	SCONJ
fcis-6351	3	10	the	the	DET
fcis-6351	3	11	prediction	prediction	NOUN
fcis-6351	3	12	effect	effect	NOUN
fcis-6351	3	13	of	of	ADP
fcis-6351	3	14	the	the	DET
fcis-6351	3	15	combined	combine	VERB
fcis-6351	3	16	prediction	prediction	NOUN
fcis-6351	3	17	model	model	NOUN
fcis-6351	3	18	in	in	ADP
fcis-6351	3	19	the	the	DET
fcis-6351	3	20	sample	sample	NOUN
fcis-6351	3	21	period	period	NOUN
fcis-6351	3	22	is	be	AUX
fcis-6351	3	23	significantly	significantly	ADV
fcis-6351	3	24	better	well	ADJ
fcis-6351	3	25	than	than	ADP
fcis-6351	3	26	the	the	DET
fcis-6351	3	27	three	three	NUM
fcis-6351	3	28	single	single	ADJ
fcis-6351	3	29	prediction	prediction	NOUN
fcis-6351	3	30	models	model	NOUN
fcis-6351	3	31	,	,	PUNCT
fcis-6351	3	32	greatly	greatly	ADV
fcis-6351	3	33	improving	improve	VERB
fcis-6351	3	34	the	the	DET
fcis-6351	3	35	prediction	prediction	NOUN
fcis-6351	3	36	accuracy	accuracy	NOUN
fcis-6351	3	37	.	.	PUNCT
fcis-6351	4	1	finally	finally	ADV
fcis-6351	4	2	,	,	PUNCT
fcis-6351	4	3	the	the	DET
fcis-6351	4	4	combined	combine	VERB
fcis-6351	4	5	forecasting	forecasting	NOUN
fcis-6351	4	6	model	model	NOUN
fcis-6351	4	7	is	be	AUX
fcis-6351	4	8	used	use	VERB
fcis-6351	4	9	to	to	PART
fcis-6351	4	10	predict	predict	VERB
fcis-6351	4	11	the	the	DET
fcis-6351	4	12	r&d	r&d	NOUN
fcis-6351	4	13	intensity	intensity	NOUN
fcis-6351	4	14	of	of	ADP
fcis-6351	4	15	anhui	anhui	PROPN
fcis-6351	4	16	province	province	PROPN
fcis-6351	4	17	from	from	ADP
fcis-6351	4	18	2021	2021	NUM
fcis-6351	4	19	-	-	SYM
fcis-6351	4	20	2025	2025	NUM
fcis-6351	4	21	.	.	PUNCT
fcis-6351	5	1	the	the	DET
fcis-6351	5	2	prediction	prediction	NOUN
fcis-6351	5	3	results	result	NOUN
fcis-6351	5	4	show	show	VERB
fcis-6351	5	5	that	that	SCONJ
fcis-6351	5	6	in	in	ADP
fcis-6351	5	7	2021	2021	NUM
fcis-6351	5	8	-	-	SYM
fcis-6351	5	9	2025	2025	NUM
fcis-6351	5	10	,	,	PUNCT
fcis-6351	5	11	the	the	DET
fcis-6351	5	12	r&d	r&d	NOUN
fcis-6351	5	13	intensity	intensity	NOUN
fcis-6351	5	14	of	of	ADP
fcis-6351	5	15	anhui	anhui	PROPN
fcis-6351	5	16	province	province	PROPN
fcis-6351	5	17	will	will	AUX
fcis-6351	5	18	continue	continue	VERB
fcis-6351	5	19	to	to	PART
fcis-6351	5	20	rise	rise	VERB
fcis-6351	5	21	,	,	PUNCT
fcis-6351	5	22	and	and	CCONJ
fcis-6351	5	23	the	the	DET
fcis-6351	5	24	growth	growth	NOUN
fcis-6351	5	25	rate	rate	NOUN
fcis-6351	5	26	is	be	AUX
fcis-6351	5	27	increasing	increase	VERB
fcis-6351	5	28	year	year	NOUN
fcis-6351	5	29	by	by	ADP
fcis-6351	5	30	year	year	NOUN
fcis-6351	5	31	.	.	PUNCT
fcis-6351	6	1	the	the	DET
fcis-6351	6	2	scientific	scientific	ADJ
fcis-6351	6	3	research	research	NOUN
fcis-6351	6	4	and	and	CCONJ
fcis-6351	6	5	innovation	innovation	NOUN
fcis-6351	6	6	ability	ability	NOUN
fcis-6351	6	7	will	will	AUX
fcis-6351	6	8	continue	continue	VERB
fcis-6351	6	9	to	to	PART
fcis-6351	6	10	develop	develop	VERB
fcis-6351	6	11	steadily	steadily	ADV
fcis-6351	6	12	.	.	PUNCT
fcis-6351	7	1	keywords	keyword	NOUN
fcis-6351	7	2	:	:	PUNCT
fcis-6351	7	3	r&d	r&d	NOUN
fcis-6351	7	4	intensity	intensity	NOUN
fcis-6351	7	5	;	;	PUNCT
fcis-6351	7	6	igowa	igowa	NOUN
fcis-6351	7	7	operator	operator	NOUN
fcis-6351	7	8	;	;	PUNCT
fcis-6351	7	9	combination	combination	NOUN
fcis-6351	7	10	forecasting	forecasting	NOUN
fcis-6351	7	11	;	;	PUNCT
fcis-6351	7	12	sum	sum	NOUN
fcis-6351	7	13	of	of	ADP
fcis-6351	7	14	squares	square	NOUN
fcis-6351	7	15	of	of	ADP
fcis-6351	7	16	errors	error	NOUN
fcis-6351	7	17	;	;	PUNCT
fcis-6351	7	18	technological	technological	ADJ
fcis-6351	7	19	innovation	innovation	NOUN
fcis-6351	7	20	.	.	PUNCT
fcis-6351	8	1	1	1	X
fcis-6351	8	2	.	.	X
fcis-6351	8	3	introduction	introduction	NOUN
fcis-6351	8	4	in	in	ADP
fcis-6351	8	5	today	today	NOUN
fcis-6351	8	6	's	's	PART
fcis-6351	8	7	world	world	NOUN
fcis-6351	8	8	tide	tide	NOUN
fcis-6351	8	9	,	,	PUNCT
fcis-6351	8	10	the	the	DET
fcis-6351	8	11	position	position	NOUN
fcis-6351	8	12	of	of	ADP
fcis-6351	8	13	science	science	NOUN
fcis-6351	8	14	and	and	CCONJ
fcis-6351	8	15	technology	technology	NOUN
fcis-6351	8	16	is	be	AUX
fcis-6351	8	17	increasingly	increasingly	ADV
fcis-6351	8	18	prominent	prominent	ADJ
fcis-6351	8	19	,	,	PUNCT
fcis-6351	8	20	and	and	CCONJ
fcis-6351	8	21	scientific	scientific	ADJ
fcis-6351	8	22	and	and	CCONJ
fcis-6351	8	23	technological	technological	ADJ
fcis-6351	8	24	innovation	innovation	NOUN
fcis-6351	8	25	is	be	AUX
fcis-6351	8	26	gradually	gradually	ADV
fcis-6351	8	27	becoming	become	VERB
fcis-6351	8	28	a	a	DET
fcis-6351	8	29	key	key	ADJ
fcis-6351	8	30	factor	factor	NOUN
fcis-6351	8	31	affecting	affect	VERB
fcis-6351	8	32	the	the	DET
fcis-6351	8	33	comprehensive	comprehensive	ADJ
fcis-6351	8	34	national	national	ADJ
fcis-6351	8	35	strength	strength	NOUN
fcis-6351	8	36	,	,	PUNCT
fcis-6351	8	37	which	which	PRON
fcis-6351	8	38	highlights	highlight	VERB
fcis-6351	8	39	the	the	DET
fcis-6351	8	40	primary	primary	ADJ
fcis-6351	8	41	position	position	NOUN
fcis-6351	8	42	of	of	ADP
fcis-6351	8	43	scientific	scientific	ADJ
fcis-6351	8	44	and	and	CCONJ
fcis-6351	8	45	technological	technological	ADJ
fcis-6351	8	46	innovation	innovation	NOUN
fcis-6351	8	47	,	,	PUNCT
fcis-6351	8	48	and	and	CCONJ
fcis-6351	8	49	also	also	ADV
fcis-6351	8	50	shows	show	VERB
fcis-6351	8	51	that	that	SCONJ
fcis-6351	8	52	in	in	ADP
fcis-6351	8	53	order	order	NOUN
fcis-6351	8	54	to	to	PART
fcis-6351	8	55	achieve	achieve	VERB
fcis-6351	8	56	rapid	rapid	ADJ
fcis-6351	8	57	and	and	CCONJ
fcis-6351	8	58	stable	stable	ADJ
fcis-6351	8	59	development	development	NOUN
fcis-6351	8	60	in	in	ADP
fcis-6351	8	61	the	the	DET
fcis-6351	8	62	current	current	ADJ
fcis-6351	8	63	society	society	NOUN
fcis-6351	8	64	,	,	PUNCT
fcis-6351	8	65	we	we	PRON
fcis-6351	8	66	must	must	AUX
fcis-6351	8	67	adhere	adhere	VERB
fcis-6351	8	68	to	to	ADP
fcis-6351	8	69	the	the	DET
fcis-6351	8	70	principle	principle	NOUN
fcis-6351	8	71	of	of	ADP
fcis-6351	8	72	independent	independent	ADJ
fcis-6351	8	73	research	research	NOUN
fcis-6351	8	74	and	and	CCONJ
fcis-6351	8	75	development	development	NOUN
fcis-6351	8	76	,	,	PUNCT
fcis-6351	8	77	and	and	CCONJ
fcis-6351	8	78	drive	drive	VERB
fcis-6351	8	79	innovation	innovation	NOUN
fcis-6351	8	80	.	.	PUNCT
fcis-6351	9	1	since	since	SCONJ
fcis-6351	9	2	the	the	DET
fcis-6351	9	3	21st	21st	ADJ
fcis-6351	9	4	century	century	NOUN
fcis-6351	9	5	,	,	PUNCT
fcis-6351	9	6	china	china	PROPN
fcis-6351	9	7	's	's	PART
fcis-6351	9	8	scientific	scientific	ADJ
fcis-6351	9	9	research	research	NOUN
fcis-6351	9	10	enthusiasm	enthusiasm	NOUN
fcis-6351	9	11	has	have	AUX
fcis-6351	9	12	continued	continue	VERB
fcis-6351	9	13	to	to	PART
fcis-6351	9	14	rise	rise	VERB
fcis-6351	9	15	,	,	PUNCT
fcis-6351	9	16	and	and	CCONJ
fcis-6351	9	17	many	many	ADJ
fcis-6351	9	18	scientific	scientific	ADJ
fcis-6351	9	19	research	research	NOUN
fcis-6351	9	20	achievements	achievement	NOUN
fcis-6351	9	21	have	have	AUX
fcis-6351	9	22	emerged	emerge	VERB
fcis-6351	9	23	in	in	ADP
fcis-6351	9	24	combination	combination	NOUN
fcis-6351	9	25	with	with	ADP
fcis-6351	9	26	the	the	DET
fcis-6351	9	27	corresponding	corresponding	ADJ
fcis-6351	9	28	scientific	scientific	ADJ
fcis-6351	9	29	and	and	CCONJ
fcis-6351	9	30	technological	technological	ADJ
fcis-6351	9	31	development	development	NOUN
fcis-6351	9	32	strategy	strategy	NOUN
fcis-6351	9	33	and	and	CCONJ
fcis-6351	9	34	system	system	NOUN
fcis-6351	9	35	construction	construction	NOUN
fcis-6351	9	36	.	.	PUNCT
fcis-6351	10	1	general	general	ADJ
fcis-6351	10	2	secretary	secretary	PROPN
fcis-6351	10	3	pointed	point	VERB
fcis-6351	10	4	out	out	ADP
fcis-6351	10	5	in	in	ADP
fcis-6351	10	6	the	the	DET
fcis-6351	10	7	report	report	NOUN
fcis-6351	10	8	of	of	ADP
fcis-6351	10	9	the	the	DET
fcis-6351	10	10	20th	20th	ADJ
fcis-6351	10	11	national	national	ADJ
fcis-6351	10	12	congress	congress	PROPN
fcis-6351	10	13	of	of	ADP
fcis-6351	10	14	the	the	DET
fcis-6351	10	15	communist	communist	PROPN
fcis-6351	10	16	party	party	PROPN
fcis-6351	10	17	of	of	ADP
fcis-6351	10	18	china	china	PROPN
fcis-6351	10	19	that	that	SCONJ
fcis-6351	10	20	innovation	innovation	NOUN
fcis-6351	10	21	is	be	AUX
fcis-6351	10	22	the	the	DET
fcis-6351	10	23	core	core	NOUN
fcis-6351	10	24	driving	driving	NOUN
fcis-6351	10	25	force	force	NOUN
fcis-6351	10	26	and	and	CCONJ
fcis-6351	10	27	plays	play	VERB
fcis-6351	10	28	a	a	DET
fcis-6351	10	29	very	very	ADV
fcis-6351	10	30	important	important	ADJ
fcis-6351	10	31	role	role	NOUN
fcis-6351	10	32	in	in	ADP
fcis-6351	10	33	high	high	ADJ
fcis-6351	10	34	-	-	PUNCT
fcis-6351	10	35	quality	quality	NOUN
fcis-6351	10	36	development	development	NOUN
fcis-6351	10	37	.	.	PUNCT
fcis-6351	11	1	china	china	PROPN
fcis-6351	11	2	has	have	AUX
fcis-6351	11	3	successfully	successfully	ADV
fcis-6351	11	4	entered	enter	VERB
fcis-6351	11	5	the	the	DET
fcis-6351	11	6	ranks	rank	NOUN
fcis-6351	11	7	of	of	ADP
fcis-6351	11	8	innovative	innovative	ADJ
fcis-6351	11	9	countries	country	NOUN
fcis-6351	11	10	.	.	PUNCT
fcis-6351	12	1	the	the	DET
fcis-6351	12	2	"	"	PUNCT
fcis-6351	12	3	14th	14th	ADJ
fcis-6351	12	4	five	five	NUM
fcis-6351	12	5	year	year	NOUN
fcis-6351	12	6	plan	plan	NOUN
fcis-6351	12	7	"	"	PUNCT
fcis-6351	12	8	also	also	ADV
fcis-6351	12	9	clearly	clearly	ADV
fcis-6351	12	10	indicates	indicate	VERB
fcis-6351	12	11	five	five	NUM
fcis-6351	12	12	development	development	NOUN
fcis-6351	12	13	directions	direction	NOUN
fcis-6351	12	14	,	,	PUNCT
fcis-6351	12	15	indicating	indicate	VERB
fcis-6351	12	16	that	that	SCONJ
fcis-6351	12	17	china	china	PROPN
fcis-6351	12	18	is	be	AUX
fcis-6351	12	19	moving	move	VERB
fcis-6351	12	20	from	from	ADP
fcis-6351	12	21	the	the	DET
fcis-6351	12	22	"	"	PUNCT
fcis-6351	12	23	quantitative	quantitative	ADJ
fcis-6351	12	24	expansion	expansion	NOUN
fcis-6351	12	25	era	era	NOUN
fcis-6351	12	26	"	"	PUNCT
fcis-6351	12	27	to	to	ADP
fcis-6351	12	28	the	the	DET
fcis-6351	12	29	"	"	PUNCT
fcis-6351	12	30	quality	quality	NOUN
fcis-6351	12	31	expansion	expansion	NOUN
fcis-6351	12	32	era".in	era".in	VERB
fcis-6351	12	33	order	order	NOUN
fcis-6351	12	34	to	to	PART
fcis-6351	12	35	enter	enter	VERB
fcis-6351	12	36	the	the	DET
fcis-6351	12	37	"	"	PUNCT
fcis-6351	12	38	quality	quality	NOUN
fcis-6351	12	39	expansion	expansion	NOUN
fcis-6351	12	40	era	era	NOUN
fcis-6351	12	41	"	"	PUNCT
fcis-6351	12	42	faster	fast	ADJ
fcis-6351	12	43	and	and	CCONJ
fcis-6351	12	44	better	well	ADV
fcis-6351	12	45	,	,	PUNCT
fcis-6351	12	46	it	it	PRON
fcis-6351	12	47	is	be	AUX
fcis-6351	12	48	necessary	necessary	ADJ
fcis-6351	12	49	to	to	PART
fcis-6351	12	50	promote	promote	VERB
fcis-6351	12	51	efficiency	efficiency	NOUN
fcis-6351	12	52	through	through	ADP
fcis-6351	12	53	scientific	scientific	ADJ
fcis-6351	12	54	and	and	CCONJ
fcis-6351	12	55	technological	technological	ADJ
fcis-6351	12	56	innovation	innovation	NOUN
fcis-6351	12	57	and	and	CCONJ
fcis-6351	12	58	development	development	NOUN
fcis-6351	12	59	.	.	PUNCT
fcis-6351	13	1	in	in	ADP
fcis-6351	13	2	2020	2020	NUM
fcis-6351	13	3	,	,	PUNCT
fcis-6351	13	4	the	the	DET
fcis-6351	13	5	r&d	r&d	NOUN
fcis-6351	13	6	expenditure	expenditure	NOUN
fcis-6351	13	7	of	of	ADP
fcis-6351	13	8	anhui	anhui	PROPN
fcis-6351	13	9	province	province	PROPN
fcis-6351	13	10	will	will	AUX
fcis-6351	13	11	reach	reach	VERB
fcis-6351	13	12	88.32	88.32	NUM
fcis-6351	13	13	billion	billion	NUM
fcis-6351	13	14	yuan	yuan	NOUN
fcis-6351	13	15	,	,	PUNCT
fcis-6351	13	16	and	and	CCONJ
fcis-6351	13	17	the	the	DET
fcis-6351	13	18	r&d	r&d	NOUN
fcis-6351	13	19	intensity	intensity	NOUN
fcis-6351	13	20	will	will	AUX
fcis-6351	13	21	reach	reach	VERB
fcis-6351	13	22	2.28	2.28	NUM
fcis-6351	13	23	%	%	NOUN
fcis-6351	13	24	,	,	PUNCT
fcis-6351	13	25	0.25	0.25	NUM
fcis-6351	13	26	percentage	percentage	NOUN
fcis-6351	13	27	points	point	NOUN
fcis-6351	13	28	higher	high	ADJ
fcis-6351	13	29	than	than	ADP
fcis-6351	13	30	that	that	PRON
fcis-6351	13	31	of	of	ADP
fcis-6351	13	32	the	the	DET
fcis-6351	13	33	previous	previous	ADJ
fcis-6351	13	34	year	year	NOUN
fcis-6351	13	35	,	,	PUNCT
fcis-6351	13	36	ranking	rank	VERB
fcis-6351	13	37	10th	10th	NOUN
fcis-6351	13	38	in	in	ADP
fcis-6351	13	39	the	the	DET
fcis-6351	13	40	country	country	NOUN
fcis-6351	13	41	and	and	CCONJ
fcis-6351	13	42	2nd	2nd	NOUN
fcis-6351	13	43	in	in	ADP
fcis-6351	13	44	the	the	DET
fcis-6351	13	45	central	central	ADJ
fcis-6351	13	46	region	region	NOUN
fcis-6351	13	47	,	,	PUNCT
fcis-6351	13	48	successfully	successfully	ADV
fcis-6351	13	49	realizing	realize	VERB
fcis-6351	13	50	the	the	DET
fcis-6351	13	51	leap	leap	NOUN
fcis-6351	13	52	forward	forward	ADV
fcis-6351	13	53	development	development	NOUN
fcis-6351	13	54	from	from	ADP
fcis-6351	13	55	"	"	PUNCT
fcis-6351	13	56	a	a	DET
fcis-6351	13	57	big	big	ADJ
fcis-6351	13	58	province	province	NOUN
fcis-6351	13	59	of	of	ADP
fcis-6351	13	60	science	science	NOUN
fcis-6351	13	61	and	and	CCONJ
fcis-6351	13	62	education	education	NOUN
fcis-6351	13	63	"	"	PUNCT
fcis-6351	13	64	to	to	ADP
fcis-6351	13	65	"	"	PUNCT
fcis-6351	13	66	a	a	DET
fcis-6351	13	67	source	source	NOUN
fcis-6351	13	68	of	of	ADP
fcis-6351	13	69	scientific	scientific	ADJ
fcis-6351	13	70	and	and	CCONJ
fcis-6351	13	71	technological	technological	ADJ
fcis-6351	13	72	innovation	innovation	NOUN
fcis-6351	13	73	"	"	PUNCT
fcis-6351	13	74	.	.	PUNCT
fcis-6351	14	1	the	the	DET
fcis-6351	14	2	research	research	NOUN
fcis-6351	14	3	of	of	ADP
fcis-6351	14	4	foreign	foreign	ADJ
fcis-6351	14	5	scholars	scholar	NOUN
fcis-6351	14	6	on	on	ADP
fcis-6351	14	7	r&d	r&d	NOUN
fcis-6351	14	8	intensity	intensity	NOUN
fcis-6351	14	9	is	be	AUX
fcis-6351	14	10	mainly	mainly	ADV
fcis-6351	14	11	based	base	VERB
fcis-6351	14	12	on	on	ADP
fcis-6351	14	13	the	the	DET
fcis-6351	14	14	relationship	relationship	NOUN
fcis-6351	14	15	between	between	ADP
fcis-6351	14	16	scientific	scientific	ADJ
fcis-6351	14	17	and	and	CCONJ
fcis-6351	14	18	technological	technological	ADJ
fcis-6351	14	19	investment	investment	NOUN
fcis-6351	14	20	and	and	CCONJ
fcis-6351	14	21	the	the	DET
fcis-6351	14	22	contribution	contribution	NOUN
fcis-6351	14	23	rate	rate	NOUN
fcis-6351	14	24	of	of	ADP
fcis-6351	14	25	economic	economic	ADJ
fcis-6351	14	26	growth	growth	NOUN
fcis-6351	14	27	.	.	PUNCT
fcis-6351	15	1	paul	paul	PROPN
fcis-6351	15	2	m.	m.	PROPN
fcis-6351	15	3	romer	romer	PROPN
fcis-6351	15	4	et	et	PROPN
fcis-6351	15	5	al	al	PROPN
fcis-6351	15	6	.	.	PUNCT
fcis-6351	16	1	[	[	X
fcis-6351	16	2	1	1	NUM
fcis-6351	16	3	]	]	PUNCT
fcis-6351	16	4	,	,	PUNCT
fcis-6351	16	5	gene	gene	NOUN
fcis-6351	16	6	m.	m.	NOUN
fcis-6351	16	7	grossman	grossman	PROPN
fcis-6351	16	8	et	et	PROPN
fcis-6351	16	9	al	al	PROPN
fcis-6351	16	10	.	.	PUNCT
fcis-6351	17	1	[	[	X
fcis-6351	17	2	2	2	NUM
fcis-6351	17	3	]	]	PUNCT
fcis-6351	17	4	,	,	PUNCT
fcis-6351	17	5	paul	paul	PROPN
fcis-6351	17	6	s.	s.	PROPN
fcis-6351	17	7	segerstrom	segerstrom	ADP
fcis-6351	17	8	et	et	PROPN
fcis-6351	17	9	al	al	PROPN
fcis-6351	17	10	.	.	PUNCT
fcis-6351	18	1	[	[	X
fcis-6351	18	2	3	3	NUM
fcis-6351	18	3	]	]	PUNCT
fcis-6351	18	4	,	,	PUNCT
fcis-6351	18	5	all	all	DET
fcis-6351	18	6	the	the	DET
fcis-6351	18	7	studies	study	NOUN
fcis-6351	18	8	had	have	AUX
fcis-6351	18	9	found	find	VERB
fcis-6351	18	10	that	that	SCONJ
fcis-6351	18	11	increasing	increase	VERB
fcis-6351	18	12	investment	investment	NOUN
fcis-6351	18	13	in	in	ADP
fcis-6351	18	14	science	science	NOUN
fcis-6351	18	15	and	and	CCONJ
fcis-6351	18	16	technology	technology	NOUN
fcis-6351	18	17	and	and	CCONJ
fcis-6351	18	18	r&d	r&d	NOUN
fcis-6351	18	19	can	can	AUX
fcis-6351	18	20	boost	boost	VERB
fcis-6351	18	21	the	the	DET
fcis-6351	18	22	contribution	contribution	NOUN
fcis-6351	18	23	rate	rate	NOUN
fcis-6351	18	24	of	of	ADP
fcis-6351	18	25	economic	economic	ADJ
fcis-6351	18	26	growth	growth	NOUN
fcis-6351	18	27	,	,	PUNCT
fcis-6351	18	28	and	and	CCONJ
fcis-6351	18	29	can	can	AUX
fcis-6351	18	30	better	well	ADV
fcis-6351	18	31	encourage	encourage	VERB
fcis-6351	18	32	enterprises	enterprise	NOUN
fcis-6351	18	33	to	to	PART
fcis-6351	18	34	invest	invest	VERB
fcis-6351	18	35	resources	resource	NOUN
fcis-6351	18	36	in	in	ADP
fcis-6351	18	37	r&d	r&d	NOUN
fcis-6351	18	38	activities	activity	NOUN
fcis-6351	18	39	.	.	PUNCT
fcis-6351	19	1	at	at	ADP
fcis-6351	19	2	present	present	ADJ
fcis-6351	19	3	,	,	PUNCT
fcis-6351	19	4	domestic	domestic	ADJ
fcis-6351	19	5	scholars	scholar	NOUN
fcis-6351	19	6	'	'	PART
fcis-6351	19	7	research	research	NOUN
fcis-6351	19	8	on	on	ADP
fcis-6351	19	9	r&d	r&d	NOUN
fcis-6351	19	10	intensity	intensity	NOUN
fcis-6351	19	11	mainly	mainly	ADV
fcis-6351	19	12	starts	start	VERB
fcis-6351	19	13	from	from	ADP
fcis-6351	19	14	the	the	DET
fcis-6351	19	15	combination	combination	NOUN
fcis-6351	19	16	of	of	ADP
fcis-6351	19	17	r&d	r&d	NOUN
fcis-6351	19	18	funds	fund	NOUN
fcis-6351	19	19	and	and	CCONJ
fcis-6351	19	20	gdp	gdp	NOUN
fcis-6351	19	21	.	.	PUNCT
fcis-6351	20	1	xuanwen	xuanwen	PROPN
fcis-6351	20	2	fang	fang	PROPN
fcis-6351	20	3	et	et	PROPN
fcis-6351	20	4	al.[4	al.[4	PROPN
fcis-6351	20	5	]	]	PUNCT
fcis-6351	20	6	used	use	VERB
fcis-6351	20	7	the	the	DET
fcis-6351	20	8	vector	vector	NOUN
fcis-6351	20	9	autoregression	autoregression	NOUN
fcis-6351	20	10	model	model	NOUN
fcis-6351	20	11	and	and	CCONJ
fcis-6351	20	12	the	the	DET
fcis-6351	20	13	grey	grey	PROPN
fcis-6351	20	14	prediction	prediction	NOUN
fcis-6351	20	15	model	model	PROPN
fcis-6351	20	16	gm(1,1	gm(1,1	PROPN
fcis-6351	20	17	)	)	PUNCT
fcis-6351	20	18	,	,	PUNCT
fcis-6351	20	19	by	by	ADP
fcis-6351	20	20	selecting	select	VERB
fcis-6351	20	21	the	the	DET
fcis-6351	20	22	data	datum	NOUN
fcis-6351	20	23	of	of	ADP
fcis-6351	20	24	china	china	PROPN
fcis-6351	20	25	's	's	PART
fcis-6351	20	26	r&d	r&d	NOUN
fcis-6351	20	27	expenditure	expenditure	NOUN
fcis-6351	20	28	and	and	CCONJ
fcis-6351	20	29	gdp	gdp	NOUN
fcis-6351	20	30	output	output	NOUN
fcis-6351	20	31	value	value	NOUN
fcis-6351	20	32	from	from	ADP
fcis-6351	20	33	1990	1990	NUM
fcis-6351	20	34	to	to	ADP
fcis-6351	20	35	2010	2010	NUM
fcis-6351	20	36	,	,	PUNCT
fcis-6351	20	37	this	this	DET
fcis-6351	20	38	paper	paper	NOUN
fcis-6351	20	39	forecasted	forecast	VERB
fcis-6351	20	40	the	the	DET
fcis-6351	20	41	r&d	r&d	NOUN
fcis-6351	20	42	expenditure	expenditure	NOUN
fcis-6351	20	43	at	at	ADP
fcis-6351	20	44	constant	constant	ADJ
fcis-6351	20	45	prices	price	NOUN
fcis-6351	20	46	and	and	CCONJ
fcis-6351	20	47	current	current	ADJ
fcis-6351	20	48	prices	price	NOUN
fcis-6351	20	49	during	during	ADP
fcis-6351	20	50	the	the	DET
fcis-6351	20	51	"	"	PUNCT
fcis-6351	20	52	12th	12th	ADJ
fcis-6351	20	53	five	five	NUM
fcis-6351	20	54	year	year	NOUN
fcis-6351	20	55	plan	plan	NOUN
fcis-6351	20	56	"	"	PUNCT
fcis-6351	20	57	period	period	NOUN
fcis-6351	20	58	,	,	PUNCT
fcis-6351	20	59	and	and	CCONJ
fcis-6351	20	60	determined	determine	VERB
fcis-6351	20	61	an	an	DET
fcis-6351	20	62	equilibrium	equilibrium	NOUN
fcis-6351	20	63	relationship	relationship	NOUN
fcis-6351	20	64	with	with	ADP
fcis-6351	20	65	an	an	DET
fcis-6351	20	66	elasticity	elasticity	NOUN
fcis-6351	20	67	of	of	ADP
fcis-6351	20	68	0.6	0.6	NUM
fcis-6351	20	69	in	in	ADP
fcis-6351	20	70	economic	economic	ADJ
fcis-6351	20	71	growth	growth	NOUN
fcis-6351	20	72	;	;	PUNCT
fcis-6351	20	73	liyu	liyu	NOUN
fcis-6351	20	74	zhao	zhao	PROPN
fcis-6351	20	75	et	et	PROPN
fcis-6351	20	76	al.[5	al.[5	PROPN
fcis-6351	20	77	]	]	PUNCT
fcis-6351	20	78	selected	select	VERB
fcis-6351	20	79	the	the	DET
fcis-6351	20	80	cointegration	cointegration	NOUN
fcis-6351	20	81	test	test	NOUN
fcis-6351	20	82	of	of	ADP
fcis-6351	20	83	china	china	PROPN
fcis-6351	20	84	's	's	PART
fcis-6351	20	85	gdp	gdp	NOUN
fcis-6351	20	86	and	and	CCONJ
fcis-6351	20	87	financial	financial	ADJ
fcis-6351	20	88	investment	investment	NOUN
fcis-6351	20	89	in	in	ADP
fcis-6351	20	90	science	science	NOUN
fcis-6351	20	91	and	and	CCONJ
fcis-6351	20	92	technology	technology	NOUN
fcis-6351	20	93	from	from	ADP
fcis-6351	20	94	1989	1989	NUM
fcis-6351	20	95	to	to	ADP
fcis-6351	20	96	2007	2007	NUM
fcis-6351	20	97	showed	show	VERB
fcis-6351	20	98	that	that	SCONJ
fcis-6351	20	99	there	there	PRON
fcis-6351	20	100	was	be	VERB
fcis-6351	20	101	a	a	DET
fcis-6351	20	102	long	long	ADJ
fcis-6351	20	103	-	-	PUNCT
fcis-6351	20	104	term	term	NOUN
fcis-6351	20	105	equilibrium	equilibrium	NOUN
fcis-6351	20	106	relationship	relationship	NOUN
fcis-6351	20	107	between	between	ADP
fcis-6351	20	108	economic	economic	ADJ
fcis-6351	20	109	growth	growth	NOUN
fcis-6351	20	110	and	and	CCONJ
fcis-6351	20	111	the	the	DET
fcis-6351	20	112	total	total	ADJ
fcis-6351	20	113	internal	internal	ADJ
fcis-6351	20	114	expenditure	expenditure	NOUN
fcis-6351	20	115	of	of	ADP
fcis-6351	20	116	r&d	r&d	NOUN
fcis-6351	20	117	funds	fund	NOUN
fcis-6351	20	118	;	;	PUNCT
fcis-6351	20	119	shi	shi	PROPN
fcis-6351	20	120	chen	chen	PROPN
fcis-6351	20	121	et	et	PROPN
fcis-6351	20	122	al.[6	al.[6	PROPN
fcis-6351	20	123	]	]	PUNCT
fcis-6351	20	124	believed	believe	VERB
fcis-6351	20	125	that	that	SCONJ
fcis-6351	20	126	china	china	PROPN
fcis-6351	20	127	's	's	PART
fcis-6351	20	128	current	current	ADJ
fcis-6351	20	129	r&d	r&d	NOUN
fcis-6351	20	130	investment	investment	NOUN
fcis-6351	20	131	intensity	intensity	NOUN
fcis-6351	20	132	was	be	AUX
fcis-6351	20	133	at	at	ADP
fcis-6351	20	134	the	the	DET
fcis-6351	20	135	middle	middle	ADJ
fcis-6351	20	136	level	level	NOUN
fcis-6351	20	137	of	of	ADP
fcis-6351	20	138	the	the	DET
fcis-6351	20	139	world	world	NOUN
fcis-6351	20	140	,	,	PUNCT
fcis-6351	20	141	but	but	CCONJ
fcis-6351	20	142	it	it	PRON
fcis-6351	20	143	maintained	maintain	VERB
fcis-6351	20	144	a	a	DET
fcis-6351	20	145	good	good	ADJ
fcis-6351	20	146	development	development	NOUN
fcis-6351	20	147	trend	trend	NOUN
fcis-6351	20	148	.	.	PUNCT
fcis-6351	21	1	the	the	DET
fcis-6351	21	2	government	government	NOUN
fcis-6351	21	3	should	should	AUX
fcis-6351	21	4	increase	increase	VERB
fcis-6351	21	5	relevant	relevant	ADJ
fcis-6351	21	6	investment	investment	NOUN
fcis-6351	21	7	to	to	PART
fcis-6351	21	8	further	far	ADV
fcis-6351	21	9	enhance	enhance	VERB
fcis-6351	21	10	china	china	PROPN
fcis-6351	21	11	's	's	PART
fcis-6351	21	12	r&d	r&d	NOUN
fcis-6351	21	13	intensity	intensity	NOUN
fcis-6351	21	14	;	;	PUNCT
fcis-6351	21	15	jianwen	jianwen	NOUN
fcis-6351	21	16	he	he	PRON
fcis-6351	22	1	[	[	X
fcis-6351	22	2	7	7	X
fcis-6351	22	3	]	]	PUNCT
fcis-6351	22	4	compared	compare	VERB
fcis-6351	22	5	china	china	PROPN
fcis-6351	22	6	's	's	PART
fcis-6351	22	7	r&d	r&d	NOUN
fcis-6351	22	8	intensity	intensity	NOUN
fcis-6351	22	9	data	datum	NOUN
fcis-6351	22	10	from	from	ADP
fcis-6351	22	11	2006	2006	NUM
fcis-6351	22	12	to	to	ADP
fcis-6351	22	13	2013	2013	NUM
fcis-6351	22	14	and	and	CCONJ
fcis-6351	22	15	the	the	DET
fcis-6351	22	16	data	datum	NOUN
fcis-6351	22	17	of	of	ADP
fcis-6351	22	18	five	five	NUM
fcis-6351	22	19	developed	develop	VERB
fcis-6351	22	20	countries	country	NOUN
fcis-6351	22	21	verifies	verifie	NOUN
fcis-6351	22	22	that	that	SCONJ
fcis-6351	22	23	china	china	PROPN
fcis-6351	22	24	's	's	PART
fcis-6351	22	25	r&d	r&d	NOUN
fcis-6351	22	26	intensity	intensity	NOUN
fcis-6351	22	27	is	be	AUX
fcis-6351	22	28	growing	grow	VERB
fcis-6351	22	29	fast	fast	ADV
fcis-6351	22	30	at	at	ADP
fcis-6351	22	31	present	present	ADJ
fcis-6351	22	32	,	,	PUNCT
fcis-6351	22	33	and	and	CCONJ
fcis-6351	22	34	will	will	AUX
fcis-6351	22	35	not	not	PART
fcis-6351	22	36	enter	enter	VERB
fcis-6351	22	37	the	the	DET
fcis-6351	22	38	slow	slow	ADJ
fcis-6351	22	39	growth	growth	NOUN
fcis-6351	22	40	stage	stage	NOUN
fcis-6351	22	41	immediately	immediately	ADV
fcis-6351	22	42	like	like	ADP
fcis-6351	22	43	most	most	ADV
fcis-6351	22	44	developed	develop	VERB
fcis-6351	22	45	countries	country	NOUN
fcis-6351	22	46	.	.	PUNCT
fcis-6351	23	1	scientific	scientific	ADJ
fcis-6351	23	2	prediction	prediction	NOUN
fcis-6351	23	3	requires	require	VERB
fcis-6351	23	4	integrating	integrate	VERB
fcis-6351	23	5	multiple	multiple	ADJ
fcis-6351	23	6	prediction	prediction	NOUN
fcis-6351	23	7	methods	method	NOUN
fcis-6351	23	8	according	accord	VERB
fcis-6351	23	9	to	to	ADP
fcis-6351	23	10	the	the	DET
fcis-6351	23	11	history	history	NOUN
fcis-6351	23	12	and	and	CCONJ
fcis-6351	23	13	reality	reality	NOUN
fcis-6351	23	14	of	of	ADP
fcis-6351	23	15	social	social	ADJ
fcis-6351	23	16	and	and	CCONJ
fcis-6351	23	17	economic	economic	ADJ
fcis-6351	23	18	phenomena	phenomenon	NOUN
fcis-6351	23	19	to	to	PART
fcis-6351	23	20	minimize	minimize	VERB
fcis-6351	23	21	the	the	DET
fcis-6351	23	22	loss	loss	NOUN
fcis-6351	23	23	of	of	ADP
fcis-6351	23	24	information	information	NOUN
fcis-6351	23	25	and	and	CCONJ
fcis-6351	23	26	improve	improve	VERB
fcis-6351	23	27	the	the	DET
fcis-6351	23	28	prediction	prediction	NOUN
fcis-6351	23	29	accuracy	accuracy	NOUN
fcis-6351	23	30	.	.	PUNCT
fcis-6351	24	1	therefore	therefore	ADV
fcis-6351	24	2	,	,	PUNCT
fcis-6351	24	3	the	the	DET
fcis-6351	24	4	concept	concept	NOUN
fcis-6351	24	5	of	of	ADP
fcis-6351	24	6	combined	combined	ADJ
fcis-6351	24	7	forecasting	forecasting	NOUN
fcis-6351	24	8	was	be	AUX
fcis-6351	24	9	first	first	ADV
fcis-6351	24	10	introduced	introduce	VERB
fcis-6351	24	11	by	by	ADP
fcis-6351	24	12	bates	bate	NOUN
fcis-6351	24	13	and	and	CCONJ
fcis-6351	24	14	granger	granger	NOUN
fcis-6351	25	1	[	[	X
fcis-6351	25	2	8	8	NUM
fcis-6351	25	3	]	]	PUNCT
fcis-6351	25	4	.	.	PUNCT
fcis-6351	26	1	it	it	PRON
fcis-6351	26	2	was	be	AUX
fcis-6351	26	3	proposed	propose	VERB
fcis-6351	26	4	in	in	ADP
fcis-6351	26	5	1969	1969	NUM
fcis-6351	26	6	.	.	PUNCT
fcis-6351	27	1	both	both	CCONJ
fcis-6351	27	2	theoretical	theoretical	ADJ
fcis-6351	27	3	and	and	CCONJ
fcis-6351	27	4	practical	practical	ADJ
fcis-6351	27	5	studies	study	NOUN
fcis-6351	27	6	show	show	VERB
fcis-6351	27	7	that	that	SCONJ
fcis-6351	27	8	[	[	X
fcis-6351	27	9	9	9	NUM
fcis-6351	27	10	]	]	PUNCT
fcis-6351	27	11	in	in	ADP
fcis-6351	27	12	the	the	DET
fcis-6351	27	13	case	case	NOUN
fcis-6351	27	14	of	of	ADP
fcis-6351	27	15	different	different	ADJ
fcis-6351	27	16	single	single	ADJ
fcis-6351	27	17	prediction	prediction	NOUN
fcis-6351	27	18	models	model	NOUN
fcis-6351	27	19	and	and	CCONJ
fcis-6351	27	20	different	different	ADJ
fcis-6351	27	21	data	datum	NOUN
fcis-6351	27	22	sources	source	NOUN
fcis-6351	27	23	,	,	PUNCT
fcis-6351	27	24	the	the	DET
fcis-6351	27	25	results	result	NOUN
fcis-6351	27	26	derived	derive	VERB
fcis-6351	27	27	from	from	ADP
fcis-6351	27	28	the	the	DET
fcis-6351	27	29	combined	combine	VERB
fcis-6351	27	30	prediction	prediction	NOUN
fcis-6351	27	31	model	model	NOUN
fcis-6351	27	32	may	may	AUX
fcis-6351	27	33	be	be	AUX
fcis-6351	27	34	better	well	ADJ
fcis-6351	27	35	than	than	ADP
fcis-6351	27	36	any	any	DET
fcis-6351	27	37	independent	independent	ADJ
fcis-6351	27	38	prediction	prediction	NOUN
fcis-6351	27	39	value	value	NOUN
fcis-6351	27	40	.	.	PUNCT
fcis-6351	28	1	the	the	DET
fcis-6351	28	2	combined	combine	VERB
fcis-6351	28	3	prediction	prediction	NOUN
fcis-6351	28	4	model	model	NOUN
fcis-6351	28	5	can	can	AUX
fcis-6351	28	6	reduce	reduce	VERB
fcis-6351	28	7	the	the	DET
fcis-6351	28	8	systematic	systematic	ADJ
fcis-6351	28	9	error	error	NOUN
fcis-6351	28	10	of	of	ADP
fcis-6351	28	11	prediction	prediction	NOUN
fcis-6351	28	12	,	,	PUNCT
fcis-6351	28	13	significantly	significantly	ADV
fcis-6351	28	14	improve	improve	VERB
fcis-6351	28	15	the	the	DET
fcis-6351	28	16	prediction	prediction	NOUN
fcis-6351	28	17	effect	effect	NOUN
fcis-6351	28	18	,	,	PUNCT
fcis-6351	28	19	and	and	CCONJ
fcis-6351	28	20	reveal	reveal	VERB
fcis-6351	28	21	the	the	DET
fcis-6351	28	22	development	development	NOUN
fcis-6351	28	23	and	and	CCONJ
fcis-6351	28	24	change	change	NOUN
fcis-6351	28	25	law	law	NOUN
fcis-6351	28	26	of	of	ADP
fcis-6351	28	27	objective	objective	ADJ
fcis-6351	28	28	things	thing	NOUN
fcis-6351	28	29	.	.	PUNCT
fcis-6351	29	1	to	to	PART
fcis-6351	29	2	sum	sum	VERB
fcis-6351	29	3	up	up	ADP
fcis-6351	29	4	,	,	PUNCT
fcis-6351	29	5	many	many	ADJ
fcis-6351	29	6	scholars	scholar	NOUN
fcis-6351	29	7	have	have	AUX
fcis-6351	29	8	analyzed	analyze	VERB
fcis-6351	29	9	and	and	CCONJ
fcis-6351	29	10	predicted	predict	VERB
fcis-6351	29	11	the	the	DET
fcis-6351	29	12	r&d	r&d	NOUN
fcis-6351	29	13	intensity	intensity	NOUN
fcis-6351	29	14	,	,	PUNCT
fcis-6351	29	15	but	but	CCONJ
fcis-6351	29	16	most	most	ADJ
fcis-6351	29	17	of	of	ADP
fcis-6351	29	18	them	they	PRON
fcis-6351	29	19	still	still	ADV
fcis-6351	29	20	stay	stay	VERB
fcis-6351	29	21	in	in	ADP
fcis-6351	29	22	the	the	DET
fcis-6351	29	23	stage	stage	NOUN
fcis-6351	29	24	of	of	ADP
fcis-6351	29	25	using	use	VERB
fcis-6351	29	26	139	139	NUM
fcis-6351	29	27	single	single	ADJ
fcis-6351	29	28	prediction	prediction	NOUN
fcis-6351	29	29	model	model	NOUN
fcis-6351	29	30	to	to	PART
fcis-6351	29	31	predict	predict	VERB
fcis-6351	29	32	the	the	DET
fcis-6351	29	33	data	datum	NOUN
fcis-6351	29	34	.	.	PUNCT
fcis-6351	30	1	although	although	SCONJ
fcis-6351	30	2	these	these	DET
fcis-6351	30	3	single	single	ADJ
fcis-6351	30	4	prediction	prediction	NOUN
fcis-6351	30	5	models	model	NOUN
fcis-6351	30	6	can	can	AUX
fcis-6351	30	7	predict	predict	VERB
fcis-6351	30	8	the	the	DET
fcis-6351	30	9	time	time	NOUN
fcis-6351	30	10	series	series	PROPN
fcis-6351	30	11	data	data	PROPN
fcis-6351	30	12	,	,	PUNCT
fcis-6351	30	13	they	they	PRON
fcis-6351	30	14	contain	contain	VERB
fcis-6351	30	15	limited	limited	ADJ
fcis-6351	30	16	factors	factor	NOUN
fcis-6351	30	17	that	that	PRON
fcis-6351	30	18	can	can	AUX
fcis-6351	30	19	be	be	AUX
fcis-6351	30	20	considered	consider	VERB
fcis-6351	30	21	and	and	CCONJ
fcis-6351	30	22	have	have	VERB
fcis-6351	30	23	a	a	DET
fcis-6351	30	24	certain	certain	ADJ
fcis-6351	30	25	randomness	randomness	NOUN
fcis-6351	30	26	,	,	PUNCT
fcis-6351	30	27	which	which	PRON
fcis-6351	30	28	may	may	AUX
fcis-6351	30	29	not	not	PART
fcis-6351	30	30	make	make	VERB
fcis-6351	30	31	full	full	ADJ
fcis-6351	30	32	use	use	NOUN
fcis-6351	30	33	of	of	ADP
fcis-6351	30	34	all	all	DET
fcis-6351	30	35	the	the	DET
fcis-6351	30	36	effective	effective	ADJ
fcis-6351	30	37	information	information	NOUN
fcis-6351	30	38	reflected	reflect	VERB
fcis-6351	30	39	in	in	ADP
fcis-6351	30	40	the	the	DET
fcis-6351	30	41	sample	sample	NOUN
fcis-6351	30	42	data	datum	NOUN
fcis-6351	30	43	to	to	PART
fcis-6351	30	44	provide	provide	VERB
fcis-6351	30	45	prediction	prediction	NOUN
fcis-6351	30	46	.	.	PUNCT
fcis-6351	31	1	therefore	therefore	ADV
fcis-6351	31	2	,	,	PUNCT
fcis-6351	31	3	this	this	DET
fcis-6351	31	4	paper	paper	NOUN
fcis-6351	31	5	selects	select	VERB
fcis-6351	31	6	the	the	DET
fcis-6351	31	7	research	research	NOUN
fcis-6351	31	8	and	and	CCONJ
fcis-6351	31	9	development	development	NOUN
fcis-6351	31	10	intensity	intensity	NOUN
fcis-6351	31	11	data	datum	NOUN
fcis-6351	31	12	of	of	ADP
fcis-6351	31	13	anhui	anhui	PROPN
fcis-6351	31	14	province	province	PROPN
fcis-6351	31	15	from	from	ADP
fcis-6351	31	16	2006	2006	NUM
fcis-6351	31	17	to	to	ADP
fcis-6351	31	18	2020	2020	NUM
fcis-6351	31	19	,	,	PUNCT
fcis-6351	31	20	first	first	ADV
fcis-6351	31	21	analyzes	analyze	NOUN
fcis-6351	31	22	and	and	CCONJ
fcis-6351	31	23	forecasts	forecast	VERB
fcis-6351	31	24	the	the	DET
fcis-6351	31	25	data	datum	NOUN
fcis-6351	31	26	through	through	ADP
fcis-6351	31	27	the	the	DET
fcis-6351	31	28	gray	gray	ADJ
fcis-6351	31	29	prediction	prediction	NOUN
fcis-6351	31	30	model	model	NOUN
fcis-6351	31	31	,	,	PUNCT
fcis-6351	31	32	arima	arima	PROPN
fcis-6351	31	33	time	time	PROPN
fcis-6351	31	34	series	series	PROPN
fcis-6351	31	35	model	model	PROPN
fcis-6351	31	36	,	,	PUNCT
fcis-6351	31	37	holt	holt	PROPN
fcis-6351	31	38	-	-	PUNCT
fcis-6351	31	39	winters	winter	NOUN
fcis-6351	31	40	non	non	ADJ
fcis-6351	31	41	-	-	ADJ
fcis-6351	31	42	seasonal	seasonal	ADJ
fcis-6351	31	43	prediction	prediction	NOUN
fcis-6351	31	44	model	model	NOUN
fcis-6351	31	45	,	,	PUNCT
fcis-6351	31	46	and	and	CCONJ
fcis-6351	31	47	then	then	ADV
fcis-6351	31	48	forms	form	VERB
fcis-6351	31	49	a	a	DET
fcis-6351	31	50	combination	combination	NOUN
fcis-6351	31	51	prediction	prediction	NOUN
fcis-6351	31	52	method	method	NOUN
fcis-6351	31	53	with	with	ADP
fcis-6351	31	54	the	the	DET
fcis-6351	31	55	help	help	NOUN
fcis-6351	31	56	of	of	ADP
fcis-6351	31	57	the	the	DET
fcis-6351	31	58	igowa	igowa	NOUN
fcis-6351	31	59	(	(	PUNCT
fcis-6351	31	60	generalized	generalized	ADJ
fcis-6351	31	61	induction	induction	NOUN
fcis-6351	31	62	weighted	weight	VERB
fcis-6351	31	63	average	average	ADJ
fcis-6351	31	64	)	)	PUNCT
fcis-6351	31	65	operator	operator	NOUN
fcis-6351	31	66	and	and	CCONJ
fcis-6351	31	67	the	the	DET
fcis-6351	31	68	optimal	optimal	ADJ
fcis-6351	31	69	criterion	criterion	NOUN
fcis-6351	31	70	of	of	ADP
fcis-6351	31	71	minimizing	minimize	VERB
fcis-6351	31	72	the	the	DET
fcis-6351	31	73	sum	sum	NOUN
fcis-6351	31	74	of	of	ADP
fcis-6351	31	75	squares	square	NOUN
fcis-6351	31	76	of	of	ADP
fcis-6351	31	77	prediction	prediction	NOUN
fcis-6351	31	78	errors	error	NOUN
fcis-6351	31	79	[	[	X
fcis-6351	31	80	10	10	NUM
fcis-6351	31	81	]	]	PUNCT
fcis-6351	31	82	.	.	PUNCT
fcis-6351	32	1	the	the	DET
fcis-6351	32	2	variable	variable	ADJ
fcis-6351	32	3	weight	weight	NOUN
fcis-6351	32	4	coefficient	coefficient	NOUN
fcis-6351	32	5	combination	combination	NOUN
fcis-6351	32	6	forecasting	forecasting	NOUN
fcis-6351	32	7	model	model	NOUN
fcis-6351	32	8	based	base	VERB
fcis-6351	32	9	on	on	ADP
fcis-6351	32	10	igowa	igowa	NOUN
fcis-6351	32	11	operator	operator	NOUN
fcis-6351	32	12	is	be	AUX
fcis-6351	32	13	constructed	construct	VERB
fcis-6351	32	14	to	to	PART
fcis-6351	32	15	make	make	VERB
fcis-6351	32	16	short	short	ADJ
fcis-6351	32	17	-	-	PUNCT
fcis-6351	32	18	term	term	NOUN
fcis-6351	32	19	prediction	prediction	NOUN
fcis-6351	32	20	on	on	ADP
fcis-6351	32	21	the	the	DET
fcis-6351	32	22	r&d	r&d	NOUN
fcis-6351	32	23	intensity	intensity	NOUN
fcis-6351	32	24	of	of	ADP
fcis-6351	32	25	anhui	anhui	PROPN
fcis-6351	32	26	province	province	PROPN
fcis-6351	32	27	in	in	ADP
fcis-6351	32	28	the	the	DET
fcis-6351	32	29	next	next	ADJ
fcis-6351	32	30	five	five	NUM
fcis-6351	32	31	years	year	NOUN
fcis-6351	32	32	,	,	PUNCT
fcis-6351	32	33	in	in	ADP
fcis-6351	32	34	order	order	NOUN
fcis-6351	32	35	to	to	PART
fcis-6351	32	36	improve	improve	VERB
fcis-6351	32	37	the	the	DET
fcis-6351	32	38	prediction	prediction	NOUN
fcis-6351	32	39	accuracy	accuracy	NOUN
fcis-6351	32	40	and	and	CCONJ
fcis-6351	32	41	increase	increase	VERB
fcis-6351	32	42	the	the	DET
fcis-6351	32	43	stability	stability	NOUN
fcis-6351	32	44	of	of	ADP
fcis-6351	32	45	the	the	DET
fcis-6351	32	46	model	model	NOUN
fcis-6351	32	47	.	.	PUNCT
fcis-6351	33	1	and	and	CCONJ
fcis-6351	33	2	according	accord	VERB
fcis-6351	33	3	to	to	ADP
fcis-6351	33	4	the	the	DET
fcis-6351	33	5	data	datum	NOUN
fcis-6351	33	6	predicted	predict	VERB
fcis-6351	33	7	by	by	ADP
fcis-6351	33	8	the	the	DET
fcis-6351	33	9	more	more	ADV
fcis-6351	33	10	stable	stable	ADJ
fcis-6351	33	11	model	model	NOUN
fcis-6351	33	12	,	,	PUNCT
fcis-6351	33	13	it	it	PRON
fcis-6351	33	14	is	be	AUX
fcis-6351	33	15	compared	compare	VERB
fcis-6351	33	16	with	with	ADP
fcis-6351	33	17	the	the	DET
fcis-6351	33	18	actual	actual	ADJ
fcis-6351	33	19	data	datum	NOUN
fcis-6351	33	20	of	of	ADP
fcis-6351	33	21	research	research	NOUN
fcis-6351	33	22	and	and	CCONJ
fcis-6351	33	23	development	development	NOUN
fcis-6351	33	24	intensity	intensity	NOUN
fcis-6351	33	25	of	of	ADP
fcis-6351	33	26	anhui	anhui	PROPN
fcis-6351	33	27	province	province	PROPN
fcis-6351	33	28	in	in	ADP
fcis-6351	33	29	2021	2021	NUM
fcis-6351	33	30	to	to	PART
fcis-6351	33	31	verify	verify	VERB
fcis-6351	33	32	the	the	DET
fcis-6351	33	33	effectiveness	effectiveness	NOUN
fcis-6351	33	34	and	and	CCONJ
fcis-6351	33	35	statistical	statistical	ADJ
fcis-6351	33	36	significance	significance	NOUN
fcis-6351	33	37	of	of	ADP
fcis-6351	33	38	the	the	DET
fcis-6351	33	39	model	model	NOUN
fcis-6351	33	40	.	.	PUNCT
fcis-6351	34	1	2	2	X
fcis-6351	34	2	.	.	X
fcis-6351	34	3	model	model	NOUN
fcis-6351	34	4	construction	construction	NOUN
fcis-6351	34	5	2.1	2.1	NUM
fcis-6351	34	6	.	.	PUNCT
fcis-6351	35	1	operator	operator	NOUN
fcis-6351	35	2	2.1.1	2.1.1	NUM
fcis-6351	35	3	.	.	PUNCT
fcis-6351	36	1	owa	owa	ADJ
fcis-6351	36	2	operator	operator	NOUN
fcis-6351	36	3	set	set	VERB
fcis-6351	36	4	up	up	ADP
fcis-6351	36	5	𝑓𝜔	𝑓𝜔	ADP
fcis-6351	36	6	by	by	ADP
fcis-6351	36	7	n	n	CCONJ
fcis-6351	36	8	-	-	PUNCT
fcis-6351	36	9	ary	ary	NOUN
fcis-6351	36	10	function	function	NOUN
fcis-6351	36	11	:	:	PUNCT
fcis-6351	36	12	𝑅𝑛	𝑅𝑛	PROPN
fcis-6351	36	13	→	→	SYM
fcis-6351	36	14	𝑅	𝑅	PROPN
fcis-6351	36	15	.	.	PUNCT
fcis-6351	37	1	there	there	PRON
fcis-6351	37	2	is	be	VERB
fcis-6351	37	3	a	a	DET
fcis-6351	37	4	nonnegative	nonnegative	ADJ
fcis-6351	37	5	weight	weight	NOUN
fcis-6351	37	6	vector	vector	NOUN
fcis-6351	37	7	𝜔	𝜔	X
fcis-6351	37	8	=	=	SYM
fcis-6351	37	9	(	(	PUNCT
fcis-6351	37	10	𝜔1	𝜔1	ADJ
fcis-6351	37	11	,	,	PUNCT
fcis-6351	37	12	𝜔2	𝜔2	PROPN
fcis-6351	37	13	,	,	PUNCT
fcis-6351	37	14	⋯	⋯	NOUN
fcis-6351	37	15	,	,	PUNCT
fcis-6351	37	16	𝜔𝑛	𝜔𝑛	NOUN
fcis-6351	37	17	)	)	PUNCT
fcis-6351	37	18	and	and	CCONJ
fcis-6351	37	19	meets	meet	VERB
fcis-6351	37	20	∑	∑	PROPN
fcis-6351	37	21	𝜔𝑖	𝜔𝑖	ADP
fcis-6351	37	22	𝑛	𝑛	PRON
fcis-6351	37	23	𝑖=1	𝑖=1	PUNCT
fcis-6351	37	24	=	=	SYM
fcis-6351	37	25	1,𝜔𝑖	1,𝜔𝑖	NUM
fcis-6351	37	26	∈	∈	NOUN
fcis-6351	38	1	[	[	X
fcis-6351	38	2	0,1	0,1	NUM
fcis-6351	38	3	]	]	PUNCT
fcis-6351	38	4	.	.	PUNCT
fcis-6351	38	5	𝑓𝜔(𝑎1	𝑓𝜔(𝑎1	VERB
fcis-6351	38	6	,	,	PUNCT
fcis-6351	38	7	𝑎2	𝑎2	PROPN
fcis-6351	38	8	,	,	PUNCT
fcis-6351	38	9	⋯	⋯	PROPN
fcis-6351	38	10	𝑎𝑛	𝑎𝑛	PROPN
fcis-6351	38	11	)	)	PUNCT
fcis-6351	38	12	=	=	PUNCT
fcis-6351	38	13	∑	∑	PUNCT
fcis-6351	38	14	𝜔𝑖𝑏𝑖	𝜔𝑖𝑏𝑖	X
fcis-6351	38	15	𝑛	𝑛	PRON
fcis-6351	38	16	𝑖=1	𝑖=1	PROPN
fcis-6351	38	17	(	(	PUNCT
fcis-6351	38	18	1	1	NUM
fcis-6351	38	19	)	)	PUNCT
fcis-6351	38	20	then	then	ADV
fcis-6351	38	21	𝑓𝜔	𝑓𝜔	INTJ
fcis-6351	38	22	is	be	AUX
fcis-6351	38	23	called	call	VERB
fcis-6351	38	24	n	n	CCONJ
fcis-6351	38	25	-	-	PUNCT
fcis-6351	38	26	dimension	dimension	NOUN
fcis-6351	38	27	ordered	order	VERB
fcis-6351	38	28	weighted	weight	VERB
fcis-6351	38	29	average	average	ADJ
fcis-6351	38	30	operator	operator	NOUN
fcis-6351	38	31	,	,	PUNCT
fcis-6351	38	32	also	also	ADV
fcis-6351	38	33	known	know	VERB
fcis-6351	38	34	as	as	ADP
fcis-6351	38	35	owa	owa	NOUN
fcis-6351	38	36	operator	operator	NOUN
fcis-6351	38	37	.	.	PUNCT
fcis-6351	39	1	𝑏𝑖	𝑏𝑖	ADP
fcis-6351	39	2	is	be	AUX
fcis-6351	39	3	the	the	DET
fcis-6351	39	4	i	i	PROPN
fcis-6351	39	5	-	-	PUNCT
fcis-6351	39	6	th	th	X
fcis-6351	39	7	largest	large	ADJ
fcis-6351	39	8	number	number	NOUN
fcis-6351	39	9	among	among	ADP
fcis-6351	39	10	𝑎1	𝑎1	PROPN
fcis-6351	39	11	,	,	PUNCT
fcis-6351	39	12	𝑎2	𝑎2	NOUN
fcis-6351	39	13	,	,	PUNCT
fcis-6351	39	14	⋯	⋯	PROPN
fcis-6351	39	15	,	,	PUNCT
fcis-6351	39	16	𝑎𝑛	𝑎𝑛	PROPN
fcis-6351	39	17	,	,	PUNCT
fcis-6351	39	18	which	which	PRON
fcis-6351	39	19	indicates	indicate	VERB
fcis-6351	39	20	that	that	SCONJ
fcis-6351	39	21	the	the	DET
fcis-6351	39	22	weight	weight	NOUN
fcis-6351	39	23	coefficient	coefficient	NOUN
fcis-6351	39	24	𝜔𝑖	𝜔𝑖	ADP
fcis-6351	39	25	of	of	ADP
fcis-6351	39	26	the	the	DET
fcis-6351	39	27	ordered	order	VERB
fcis-6351	39	28	weighted	weight	VERB
fcis-6351	39	29	average	average	ADJ
fcis-6351	39	30	operator	operator	NOUN
fcis-6351	39	31	is	be	AUX
fcis-6351	39	32	independent	independent	ADJ
fcis-6351	39	33	of	of	ADP
fcis-6351	39	34	𝑎𝑖	𝑎𝑖	PROPN
fcis-6351	39	35	,	,	PUNCT
fcis-6351	39	36	but	but	CCONJ
fcis-6351	39	37	only	only	ADV
fcis-6351	39	38	related	relate	VERB
fcis-6351	39	39	to	to	ADP
fcis-6351	39	40	the	the	DET
fcis-6351	39	41	first	first	ADJ
fcis-6351	39	42	i	i	PRON
fcis-6351	39	43	position	position	VERB
fcis-6351	39	44	after	after	ADP
fcis-6351	39	45	ordering	order	VERB
fcis-6351	39	46	n	n	PRON
fcis-6351	39	47	numbers	number	NOUN
fcis-6351	39	48	in	in	ADP
fcis-6351	39	49	descending	descend	VERB
fcis-6351	39	50	order	order	NOUN
fcis-6351	39	51	.	.	PUNCT
fcis-6351	40	1	2.1.2	2.1.2	NUM
fcis-6351	40	2	.	.	PUNCT
fcis-6351	40	3	iowa	iowa	PROPN
fcis-6351	40	4	operator	operator	NOUN
fcis-6351	40	5	record	record	VERB
fcis-6351	40	6	two	two	NUM
fcis-6351	40	7	-	-	PUNCT
fcis-6351	40	8	dimensional	dimensional	ADJ
fcis-6351	40	9	array	array	NOUN
fcis-6351	40	10	<	<	X
fcis-6351	40	11	𝑣1	𝑣1	NOUN
fcis-6351	40	12	,	,	PUNCT
fcis-6351	40	13	𝑎1	𝑎1	PROPN
fcis-6351	40	14	>	>	X
fcis-6351	40	15	,	,	PUNCT
fcis-6351	40	16	<	<	X
fcis-6351	40	17	𝑣2	𝑣2	PROPN
fcis-6351	40	18	,	,	PUNCT
fcis-6351	40	19	𝑎2	𝑎2	PROPN
fcis-6351	40	20	>	>	X
fcis-6351	40	21	,	,	PUNCT
fcis-6351	40	22	⋯	⋯	PROPN
fcis-6351	40	23	,	,	PUNCT
fcis-6351	40	24	<	<	X
fcis-6351	40	25	𝑣𝑛	𝑣𝑛	X
fcis-6351	40	26	,	,	PUNCT
fcis-6351	40	27	𝑎𝑛	𝑎𝑛	PRON
fcis-6351	40	28	>	>	PUNCT
fcis-6351	40	29	.	.	PUNCT
fcis-6351	41	1	there	there	PRON
fcis-6351	41	2	is	be	VERB
fcis-6351	41	3	a	a	DET
fcis-6351	41	4	nonnegative	nonnegative	ADJ
fcis-6351	41	5	weight	weight	NOUN
fcis-6351	41	6	vector	vector	NOUN
fcis-6351	41	7	𝜔	𝜔	X
fcis-6351	41	8	=	=	SYM
fcis-6351	41	9	(	(	PUNCT
fcis-6351	41	10	𝜔1	𝜔1	ADJ
fcis-6351	41	11	,	,	PUNCT
fcis-6351	41	12	𝜔2	𝜔2	PROPN
fcis-6351	41	13	,	,	PUNCT
fcis-6351	41	14	⋯	⋯	NOUN
fcis-6351	41	15	,	,	PUNCT
fcis-6351	41	16	𝜔𝑛	𝜔𝑛	NOUN
fcis-6351	41	17	)	)	PUNCT
fcis-6351	41	18	and	and	CCONJ
fcis-6351	41	19	meets	meet	VERB
fcis-6351	41	20	∑	∑	PROPN
fcis-6351	41	21	𝜔𝑖	𝜔𝑖	ADP
fcis-6351	41	22	𝑛	𝑛	PRON
fcis-6351	41	23	𝑖=1	𝑖=1	PUNCT
fcis-6351	41	24	=	=	SYM
fcis-6351	41	25	1,𝜔𝑖	1,𝜔𝑖	NUM
fcis-6351	41	26	∈	∈	NOUN
fcis-6351	42	1	[	[	X
fcis-6351	42	2	0,1	0,1	NUM
fcis-6351	42	3	]	]	PUNCT
fcis-6351	42	4	.	.	PUNCT
fcis-6351	43	1	then	then	ADV
fcis-6351	43	2	𝐼𝑂𝑊𝐴𝜔	𝐼𝑂𝑊𝐴𝜔	PROPN
fcis-6351	43	3	(	(	PUNCT
fcis-6351	43	4	<	<	X
fcis-6351	43	5	𝑣1	𝑣1	PROPN
fcis-6351	43	6	,	,	PUNCT
fcis-6351	43	7	𝑎1	𝑎1	PROPN
fcis-6351	43	8	>	>	X
fcis-6351	43	9	,	,	PUNCT
fcis-6351	43	10	<	<	X
fcis-6351	43	11	𝑣2	𝑣2	PROPN
fcis-6351	43	12	,	,	PUNCT
fcis-6351	43	13	𝑎2	𝑎2	PROPN
fcis-6351	43	14	>	>	X
fcis-6351	43	15	,	,	PUNCT
fcis-6351	43	16	⋯	⋯	PROPN
fcis-6351	43	17	,	,	PUNCT
fcis-6351	43	18	<	<	X
fcis-6351	43	19	𝑣𝑛	𝑣𝑛	PROPN
fcis-6351	43	20	,	,	PUNCT
fcis-6351	43	21	𝑎𝑛	𝑎𝑛	PRON
fcis-6351	43	22	>	>	PUNCT
fcis-6351	43	23	)	)	PUNCT
fcis-6351	44	1	=	=	SYM
fcis-6351	44	2	∑	∑	PUNCT
fcis-6351	44	3	𝜔𝑖𝑎𝑣−𝑖𝑛𝑑𝑒𝑥(𝑖	𝜔𝑖𝑎𝑣−𝑖𝑛𝑑𝑒𝑥(𝑖	PUNCT
fcis-6351	44	4	)	)	PUNCT
fcis-6351	44	5	𝑛	𝑛	PRON
fcis-6351	44	6	𝑖=1	𝑖=1	PROPN
fcis-6351	44	7	(	(	PUNCT
fcis-6351	44	8	2	2	X
fcis-6351	44	9	)	)	PUNCT
fcis-6351	44	10	is	be	AUX
fcis-6351	44	11	called	call	VERB
fcis-6351	44	12	n	n	CCONJ
fcis-6351	44	13	-	-	PUNCT
fcis-6351	44	14	dimension	dimension	NOUN
fcis-6351	44	15	induced	induce	VERB
fcis-6351	44	16	ordered	order	VERB
fcis-6351	44	17	weighted	weight	VERB
fcis-6351	44	18	average	average	ADJ
fcis-6351	44	19	operator	operator	NOUN
fcis-6351	44	20	,	,	PUNCT
fcis-6351	44	21	also	also	ADV
fcis-6351	44	22	known	know	VERB
fcis-6351	44	23	as	as	ADP
fcis-6351	44	24	iowa	iowa	PROPN
fcis-6351	44	25	operator	operator	NOUN
fcis-6351	44	26	.	.	PUNCT
fcis-6351	45	1	𝑣𝑖	𝑣𝑖	PROPN
fcis-6351	45	2	is	be	AUX
fcis-6351	45	3	denoted	denote	VERB
fcis-6351	45	4	as	as	ADP
fcis-6351	45	5	the	the	DET
fcis-6351	45	6	induced	induced	ADJ
fcis-6351	45	7	value	value	NOUN
fcis-6351	45	8	of	of	ADP
fcis-6351	45	9	the	the	DET
fcis-6351	45	10	number	number	NOUN
fcis-6351	45	11	𝑎𝑖	𝑎𝑖	ADV
fcis-6351	45	12	,	,	PUNCT
fcis-6351	45	13	and	and	CCONJ
fcis-6351	45	14	𝑣	𝑣	DET
fcis-6351	45	15	−	−	PROPN
fcis-6351	45	16	𝑖𝑛𝑑𝑒𝑥(𝑖	𝑖𝑛𝑑𝑒𝑥(𝑖	NOUN
fcis-6351	45	17	)	)	PUNCT
fcis-6351	45	18	is	be	AUX
fcis-6351	45	19	the	the	DET
fcis-6351	45	20	subscript	subscript	NOUN
fcis-6351	45	21	of	of	ADP
fcis-6351	45	22	the	the	DET
fcis-6351	45	23	number	number	NOUN
fcis-6351	45	24	𝑣1	𝑣1	NOUN
fcis-6351	45	25	,	,	PUNCT
fcis-6351	45	26	𝑣2	𝑣2	PROPN
fcis-6351	45	27	,	,	PUNCT
fcis-6351	45	28	⋯	⋯	PROPN
fcis-6351	45	29	,	,	PUNCT
fcis-6351	45	30	𝑣𝑛	𝑣𝑛	PRON
fcis-6351	45	31	which	which	PRON
fcis-6351	45	32	is	be	AUX
fcis-6351	45	33	the	the	DET
fcis-6351	45	34	greatest	great	ADJ
fcis-6351	45	35	i	i	NOUN
fcis-6351	45	36	in	in	ADP
fcis-6351	45	37	descending	descend	VERB
fcis-6351	45	38	order	order	NOUN
fcis-6351	46	1	[	[	X
fcis-6351	46	2	11	11	NUM
fcis-6351	46	3	]	]	PUNCT
fcis-6351	46	4	.	.	PUNCT
fcis-6351	47	1	this	this	PRON
fcis-6351	47	2	shows	show	VERB
fcis-6351	47	3	that	that	SCONJ
fcis-6351	47	4	the	the	DET
fcis-6351	47	5	weighted	weight	VERB
fcis-6351	47	6	averaging	averaging	NOUN
fcis-6351	47	7	operator	operator	NOUN
fcis-6351	47	8	arranges	arrange	NOUN
fcis-6351	47	9	n	n	PRON
fcis-6351	47	10	numbers	number	NOUN
fcis-6351	47	11	according	accord	VERB
fcis-6351	47	12	to	to	ADP
fcis-6351	47	13	their	their	PRON
fcis-6351	47	14	corresponding	corresponding	ADJ
fcis-6351	47	15	induced	induced	ADJ
fcis-6351	47	16	values	value	NOUN
fcis-6351	47	17	in	in	ADP
fcis-6351	47	18	descending	descend	VERB
fcis-6351	47	19	order	order	NOUN
fcis-6351	47	20	,	,	PUNCT
fcis-6351	47	21	and	and	CCONJ
fcis-6351	47	22	then	then	ADV
fcis-6351	47	23	the	the	DET
fcis-6351	47	24	weighted	weighted	ADJ
fcis-6351	47	25	averaging	average	VERB
fcis-6351	47	26	cofficient	cofficient	NOUN
fcis-6351	47	27	𝜔𝑖	𝜔𝑖	SCONJ
fcis-6351	47	28	has	have	VERB
fcis-6351	47	29	nothing	nothing	PRON
fcis-6351	47	30	to	to	PART
fcis-6351	47	31	do	do	VERB
fcis-6351	47	32	with	with	ADP
fcis-6351	47	33	numerical	numerical	ADJ
fcis-6351	47	34	value	value	NOUN
fcis-6351	47	35	of	of	ADP
fcis-6351	47	36	𝑎𝑖	𝑎𝑖	PRON
fcis-6351	47	37	,	,	PUNCT
fcis-6351	47	38	but	but	CCONJ
fcis-6351	47	39	only	only	ADV
fcis-6351	47	40	relates	relate	VERB
fcis-6351	47	41	to	to	ADP
fcis-6351	47	42	the	the	DET
fcis-6351	47	43	i	i	PROPN
fcis-6351	47	44	-	-	PUNCT
fcis-6351	47	45	th	th	X
fcis-6351	47	46	position	position	NOUN
fcis-6351	47	47	after	after	ADP
fcis-6351	47	48	sorting	sort	VERB
fcis-6351	47	49	according	accord	VERB
fcis-6351	47	50	to	to	ADP
fcis-6351	47	51	the	the	DET
fcis-6351	47	52	induced	induced	ADJ
fcis-6351	47	53	values	value	NOUN
fcis-6351	47	54	.	.	PUNCT
fcis-6351	48	1	2.1.3	2.1.3	X
fcis-6351	48	2	.	.	PUNCT
fcis-6351	48	3	igowa	igowa	NOUN
fcis-6351	48	4	operator	operator	NOUN
fcis-6351	48	5	set	set	VERB
fcis-6351	48	6	up	up	ADP
fcis-6351	48	7	𝑓𝜔	𝑓𝜔	ADP
fcis-6351	48	8	y	y	PROPN
fcis-6351	48	9	n	n	CCONJ
fcis-6351	48	10	-	-	PUNCT
fcis-6351	48	11	ar	ar	NOUN
fcis-6351	48	12	function	function	NOUN
fcis-6351	48	13	:	:	PUNCT
fcis-6351	48	14	𝑅𝑛	𝑅𝑛	PROPN
fcis-6351	48	15	→	→	SYM
fcis-6351	48	16	𝑅	𝑅	PROPN
fcis-6351	48	17	record	record	NOUN
fcis-6351	48	18	twodimensional	twodimensional	ADJ
fcis-6351	48	19	arra	arra	PROPN
fcis-6351	48	20	<	<	X
fcis-6351	48	21	𝑣1	𝑣1	PROPN
fcis-6351	48	22	,	,	PUNCT
fcis-6351	48	23	𝑎1	𝑎1	PROPN
fcis-6351	48	24	>	>	X
fcis-6351	48	25	,	,	PUNCT
fcis-6351	48	26	<	<	X
fcis-6351	48	27	𝑣2	𝑣2	PROPN
fcis-6351	48	28	,	,	PUNCT
fcis-6351	48	29	𝑎2	𝑎2	PROPN
fcis-6351	48	30	>	>	X
fcis-6351	48	31	,	,	PUNCT
fcis-6351	48	32	⋯	⋯	PROPN
fcis-6351	48	33	,	,	PUNCT
fcis-6351	48	34	<	<	X
fcis-6351	48	35	𝑣𝑛	𝑣𝑛	PROPN
fcis-6351	48	36	,	,	PUNCT
fcis-6351	48	37	𝑎𝑛	𝑎𝑛	PRON
fcis-6351	48	38	>	>	PUNCT
fcis-6351	48	39	there	there	PRON
fcis-6351	48	40	is	be	VERB
fcis-6351	48	41	a	a	DET
fcis-6351	48	42	nonnegative	nonnegative	ADJ
fcis-6351	48	43	weight	weight	NOUN
fcis-6351	48	44	vector	vector	NOUN
fcis-6351	48	45	𝜔	𝜔	X
fcis-6351	48	46	=	=	SYM
fcis-6351	48	47	(	(	PUNCT
fcis-6351	48	48	𝜔1	𝜔1	ADJ
fcis-6351	48	49	,	,	PUNCT
fcis-6351	48	50	𝜔2	𝜔2	PROPN
fcis-6351	48	51	,	,	PUNCT
fcis-6351	48	52	⋯	⋯	NOUN
fcis-6351	48	53	,	,	PUNCT
fcis-6351	48	54	𝜔𝑛	𝜔𝑛	NOUN
fcis-6351	48	55	)	)	PUNCT
fcis-6351	48	56	and	and	CCONJ
fcis-6351	48	57	meets	meet	VERB
fcis-6351	48	58	∑	∑	PROPN
fcis-6351	48	59	𝜔𝑖	𝜔𝑖	ADP
fcis-6351	48	60	𝑛	𝑛	PRON
fcis-6351	48	61	𝑖=1	𝑖=1	PUNCT
fcis-6351	48	62	=	=	SYM
fcis-6351	48	63	1,𝜔𝑖	1,𝜔𝑖	NUM
fcis-6351	48	64	∈	∈	NOUN
fcis-6351	48	65	[	[	X
fcis-6351	48	66	0,1	0,1	NUM
fcis-6351	48	67	]	]	PUNCT
fcis-6351	48	68	𝑓𝜔	𝑓𝜔	ADP
fcis-6351	48	69	(	(	PUNCT
fcis-6351	48	70	<	<	X
fcis-6351	48	71	𝑣1	𝑣1	PROPN
fcis-6351	48	72	,	,	PUNCT
fcis-6351	48	73	𝑎1	𝑎1	PROPN
fcis-6351	48	74	>	>	X
fcis-6351	48	75	,	,	PUNCT
fcis-6351	48	76	<	<	X
fcis-6351	48	77	𝑣2	𝑣2	PROPN
fcis-6351	48	78	,	,	PUNCT
fcis-6351	48	79	𝑎	𝑎	PROPN
fcis-6351	48	80	>	>	SYM
fcis-6351	48	81	2	2	NUM
fcis-6351	48	82	,	,	PUNCT
fcis-6351	48	83	⋯	⋯	PROPN
fcis-6351	48	84	,	,	PUNCT
fcis-6351	48	85	<	<	X
fcis-6351	48	86	𝑣𝑛	𝑣𝑛	X
fcis-6351	48	87	,	,	PUNCT
fcis-6351	48	88	𝑎𝑛	𝑎𝑛	PRON
fcis-6351	48	89	>	>	PUNCT
fcis-6351	48	90	)	)	PUNCT
fcis-6351	48	91	=	=	SYM
fcis-6351	48	92	(	(	PUNCT
fcis-6351	48	93	∑	∑	INTJ
fcis-6351	48	94	𝜔𝑖(𝑎𝑣−𝑖𝑛𝑑𝑒𝑥(𝑖	𝜔𝑖(𝑎𝑣−𝑖𝑛𝑑𝑒𝑥(𝑖	PROPN
fcis-6351	48	95	)	)	PUNCT
fcis-6351	48	96	)	)	PUNCT
fcis-6351	49	1	𝑛	𝑛	DET
fcis-6351	49	2	𝑖=1	𝑖=1	PUNCT
fcis-6351	49	3	𝜆	𝜆	X
fcis-6351	49	4	)	)	PUNCT
fcis-6351	49	5	1	1	NUM
fcis-6351	49	6	𝜆	𝜆	NOUN
fcis-6351	49	7	.	.	PUNCT
fcis-6351	50	1	(	(	PUNCT
fcis-6351	50	2	3	3	X
fcis-6351	50	3	)	)	PUNCT
fcis-6351	50	4	𝑓𝜔	𝑓𝜔	ADP
fcis-6351	50	5	is	be	AUX
fcis-6351	50	6	called	call	VERB
fcis-6351	50	7	generalized	generalized	ADJ
fcis-6351	50	8	induced	induced	ADJ
fcis-6351	50	9	ordered	order	VERB
fcis-6351	50	10	weighted	weight	VERB
fcis-6351	50	11	average	average	ADJ
fcis-6351	50	12	operator	operator	NOUN
fcis-6351	50	13	and	and	CCONJ
fcis-6351	50	14	also	also	ADV
fcis-6351	50	15	called	call	VERB
fcis-6351	50	16	igowa	igowa	NOUN
fcis-6351	50	17	operator	operator	NOUN
fcis-6351	50	18	where	where	SCONJ
fcis-6351	50	19	parameters	parameter	NOUN
fcis-6351	50	20	𝜆	𝜆	ADP
fcis-6351	50	21	∈	∈	PROPN
fcis-6351	50	22	(	(	PUNCT
fcis-6351	50	23	−∞	−∞	NOUN
fcis-6351	50	24	,	,	PUNCT
fcis-6351	50	25	0	0	NUM
fcis-6351	50	26	)	)	PUNCT
fcis-6351	50	27	∪	∪	NOUN
fcis-6351	50	28	(	(	PUNCT
fcis-6351	50	29	0,∞	0,∞	NUM
fcis-6351	50	30	)	)	PUNCT
fcis-6351	50	31	𝑣𝑖	𝑣𝑖	ADP
fcis-6351	50	32	is	be	AUX
fcis-6351	50	33	denoted	denote	VERB
fcis-6351	50	34	as	as	ADP
fcis-6351	50	35	the	the	DET
fcis-6351	50	36	induced	induced	ADJ
fcis-6351	50	37	value	value	NOUN
fcis-6351	50	38	of	of	ADP
fcis-6351	50	39	the	the	DET
fcis-6351	50	40	number	number	NOUN
fcis-6351	50	41	𝑎𝑖	𝑎𝑖	ADV
fcis-6351	50	42	,	,	PUNCT
fcis-6351	50	43	and	and	CCONJ
fcis-6351	50	44	𝑣	𝑣	DET
fcis-6351	50	45	−	−	PROPN
fcis-6351	50	46	𝑖𝑛𝑑𝑒𝑥(𝑖	𝑖𝑛𝑑𝑒𝑥(𝑖	NOUN
fcis-6351	50	47	)	)	PUNCT
fcis-6351	50	48	is	be	AUX
fcis-6351	50	49	the	the	DET
fcis-6351	50	50	subscript	subscript	NOUN
fcis-6351	50	51	of	of	ADP
fcis-6351	50	52	the	the	DET
fcis-6351	50	53	number	number	NOUN
fcis-6351	50	54	𝑣1	𝑣1	NOUN
fcis-6351	50	55	,	,	PUNCT
fcis-6351	50	56	𝑣2	𝑣2	PROPN
fcis-6351	50	57	,	,	PUNCT
fcis-6351	50	58	⋯	⋯	PROPN
fcis-6351	50	59	,	,	PUNCT
fcis-6351	50	60	𝑣𝑛	𝑣𝑛	PRON
fcis-6351	50	61	which	which	PRON
fcis-6351	50	62	is	be	AUX
fcis-6351	50	63	the	the	DET
fcis-6351	50	64	greatest	great	ADJ
fcis-6351	50	65	i	i	NOUN
fcis-6351	50	66	in	in	ADP
fcis-6351	50	67	descending	descend	VERB
fcis-6351	50	68	order	order	NOUN
fcis-6351	51	1	[	[	X
fcis-6351	51	2	11	11	NUM
fcis-6351	51	3	]	]	PUNCT
fcis-6351	51	4	.	.	PUNCT
fcis-6351	52	1	we	we	PRON
fcis-6351	52	2	can	can	AUX
fcis-6351	52	3	take	take	VERB
fcis-6351	52	4	any	any	DET
fcis-6351	52	5	value	value	NOUN
fcis-6351	52	6	within	within	ADP
fcis-6351	52	7	the	the	DET
fcis-6351	52	8	effective	effective	ADJ
fcis-6351	52	9	value	value	NOUN
fcis-6351	52	10	range	range	NOUN
fcis-6351	52	11	of	of	ADP
fcis-6351	52	12	the	the	DET
fcis-6351	52	13	parameter	parameter	NOUN
fcis-6351	52	14	𝜆	𝜆	ADV
fcis-6351	52	15	,	,	PUNCT
fcis-6351	52	16	so	so	SCONJ
fcis-6351	52	17	as	as	SCONJ
fcis-6351	52	18	to	to	PART
fcis-6351	52	19	build	build	VERB
fcis-6351	52	20	different	different	ADJ
fcis-6351	52	21	information	information	NOUN
fcis-6351	52	22	aggregation	aggregation	NOUN
fcis-6351	52	23	operators	operator	NOUN
fcis-6351	52	24	.	.	PUNCT
fcis-6351	53	1	the	the	DET
fcis-6351	53	2	following	follow	VERB
fcis-6351	53	3	are	be	AUX
fcis-6351	53	4	several	several	ADJ
fcis-6351	53	5	common	common	ADJ
fcis-6351	53	6	operators	operator	NOUN
fcis-6351	53	7	when	when	SCONJ
fcis-6351	53	8	𝜆	𝜆	NOUN
fcis-6351	53	9	takes	take	VERB
fcis-6351	53	10	special	special	ADJ
fcis-6351	53	11	values[12	values[12	NOUN
fcis-6351	53	12	]	]	PUNCT
fcis-6351	53	13	：	：	PUNCT
fcis-6351	53	14	when	when	SCONJ
fcis-6351	53	15	𝜆	𝜆	X
fcis-6351	53	16	=	=	SYM
fcis-6351	53	17	1	1	NUM
fcis-6351	53	18	,	,	PUNCT
fcis-6351	53	19	𝑓𝜔	𝑓𝜔	ADP
fcis-6351	53	20	(	(	PUNCT
fcis-6351	53	21	<	<	X
fcis-6351	53	22	𝑣1	𝑣1	NOUN
fcis-6351	53	23	,	,	PUNCT
fcis-6351	53	24	𝑎1	𝑎1	PROPN
fcis-6351	53	25	>	>	X
fcis-6351	53	26	,	,	PUNCT
fcis-6351	53	27	<	<	X
fcis-6351	53	28	𝑣2	𝑣2	PROPN
fcis-6351	53	29	,	,	PUNCT
fcis-6351	53	30	𝑎	𝑎	PROPN
fcis-6351	53	31	>	>	SYM
fcis-6351	53	32	2	2	NUM
fcis-6351	53	33	,	,	PUNCT
fcis-6351	53	34	⋯	⋯	PROPN
fcis-6351	53	35	,	,	PUNCT
fcis-6351	53	36	<	<	X
fcis-6351	53	37	𝑣𝑛	𝑣𝑛	X
fcis-6351	53	38	,	,	PUNCT
fcis-6351	53	39	𝑎𝑛	𝑎𝑛	PROPN
fcis-6351	53	40	>	>	PUNCT
fcis-6351	53	41	)	)	PUNCT
fcis-6351	54	1	=	=	SYM
fcis-6351	54	2	∑	∑	PUNCT
fcis-6351	54	3	𝜔𝑖𝑎𝑣−𝑖𝑛𝑑𝑒𝑥(𝑖	𝜔𝑖𝑎𝑣−𝑖𝑛𝑑𝑒𝑥(𝑖	PUNCT
fcis-6351	54	4	)	)	PUNCT
fcis-6351	54	5	𝑛	𝑛	DET
fcis-6351	54	6	𝑖=1	𝑖=1	PROPN
fcis-6351	54	7	.	.	PUNCT
fcis-6351	55	1	the	the	DET
fcis-6351	55	2	igowa	igowa	NOUN
fcis-6351	55	3	operator	operator	NOUN
fcis-6351	55	4	at	at	ADP
fcis-6351	55	5	this	this	DET
fcis-6351	55	6	time	time	NOUN
fcis-6351	55	7	is	be	AUX
fcis-6351	55	8	the	the	DET
fcis-6351	55	9	iowa	iowa	PROPN
fcis-6351	55	10	(	(	PUNCT
fcis-6351	55	11	induced	induce	VERB
fcis-6351	55	12	ordered	order	VERB
fcis-6351	55	13	weighted	weight	VERB
fcis-6351	55	14	average	average	ADJ
fcis-6351	55	15	)	)	PUNCT
fcis-6351	55	16	operator	operator	NOUN
fcis-6351	55	17	;	;	PUNCT
fcis-6351	56	1	when	when	SCONJ
fcis-6351	56	2	𝜆	𝜆	PRON
fcis-6351	56	3	=	=	SYM
fcis-6351	56	4	−1	−1	NOUN
fcis-6351	56	5	,	,	PUNCT
fcis-6351	56	6	𝑓𝜔	𝑓𝜔	ADP
fcis-6351	56	7	(	(	PUNCT
fcis-6351	56	8	<	<	X
fcis-6351	56	9	𝑣1	𝑣1	NOUN
fcis-6351	56	10	,	,	PUNCT
fcis-6351	56	11	𝑎1	𝑎1	PROPN
fcis-6351	56	12	>	>	X
fcis-6351	56	13	,	,	PUNCT
fcis-6351	56	14	<	<	X
fcis-6351	56	15	𝑣2	𝑣2	PROPN
fcis-6351	56	16	,	,	PUNCT
fcis-6351	56	17	𝑎	𝑎	PROPN
fcis-6351	56	18	>	>	SYM
fcis-6351	56	19	2	2	NUM
fcis-6351	56	20	,	,	PUNCT
fcis-6351	56	21	⋯	⋯	PROPN
fcis-6351	56	22	,	,	PUNCT
fcis-6351	56	23	<	<	X
fcis-6351	56	24	𝑣𝑛	𝑣𝑛	X
fcis-6351	56	25	,	,	PUNCT
fcis-6351	56	26	𝑎𝑛	𝑎𝑛	PRON
fcis-6351	56	27	>	>	PUNCT
fcis-6351	56	28	)	)	PUNCT
fcis-6351	56	29	=	=	SYM
fcis-6351	56	30	1	1	NUM
fcis-6351	56	31	∑	∑	PUNCT
fcis-6351	56	32	(	(	PUNCT
fcis-6351	56	33	𝜔𝑖	𝜔𝑖	ADP
fcis-6351	56	34	𝑎𝑣−𝑖𝑛𝑑𝑒𝑥(𝑖	𝑎𝑣−𝑖𝑛𝑑𝑒𝑥(𝑖	PROPN
fcis-6351	56	35	)	)	PUNCT
fcis-6351	56	36	)	)	PUNCT
fcis-6351	57	1	𝑛	𝑛	DET
fcis-6351	57	2	𝑖=1	𝑖=1	PROPN
fcis-6351	57	3	.	.	PUNCT
fcis-6351	58	1	the	the	DET
fcis-6351	58	2	igowa	igowa	NOUN
fcis-6351	58	3	operator	operator	NOUN
fcis-6351	58	4	at	at	ADP
fcis-6351	58	5	this	this	DET
fcis-6351	58	6	time	time	NOUN
fcis-6351	58	7	is	be	AUX
fcis-6351	58	8	the	the	DET
fcis-6351	58	9	iowha	iowha	ADJ
fcis-6351	58	10	(	(	PUNCT
fcis-6351	58	11	induced	induce	VERB
fcis-6351	58	12	ordered	order	VERB
fcis-6351	58	13	weighted	weight	VERB
fcis-6351	58	14	harmonic	harmonic	ADJ
fcis-6351	58	15	average	average	ADJ
fcis-6351	58	16	)	)	PUNCT
fcis-6351	58	17	operator	operator	NOUN
fcis-6351	58	18	;	;	PUNCT
fcis-6351	58	19	when	when	SCONJ
fcis-6351	58	20	𝜆	𝜆	X
fcis-6351	58	21	→	→	SYM
fcis-6351	58	22	0	0	NUM
fcis-6351	58	23	,	,	PUNCT
fcis-6351	58	24	𝑓𝜔	𝑓𝜔	ADP
fcis-6351	58	25	(	(	PUNCT
fcis-6351	58	26	<	<	X
fcis-6351	58	27	𝑣1	𝑣1	NOUN
fcis-6351	58	28	,	,	PUNCT
fcis-6351	58	29	𝑎1	𝑎1	PROPN
fcis-6351	58	30	>	>	X
fcis-6351	58	31	,	,	PUNCT
fcis-6351	58	32	<	<	X
fcis-6351	58	33	𝑣2	𝑣2	PROPN
fcis-6351	58	34	,	,	PUNCT
fcis-6351	58	35	𝑎	𝑎	PROPN
fcis-6351	58	36	>	>	SYM
fcis-6351	58	37	2	2	NUM
fcis-6351	58	38	,	,	PUNCT
fcis-6351	58	39	⋯	⋯	PROPN
fcis-6351	58	40	,	,	PUNCT
fcis-6351	58	41	<	<	X
fcis-6351	58	42	𝑣𝑛	𝑣𝑛	X
fcis-6351	58	43	,	,	PUNCT
fcis-6351	58	44	𝑎𝑛	𝑎𝑛	PROPN
fcis-6351	58	45	>	>	PUNCT
fcis-6351	58	46	)	)	PUNCT
fcis-6351	59	1	=	=	SYM
fcis-6351	59	2	∏	∏	PROPN
fcis-6351	59	3	𝑎𝑣−𝑖𝑛𝑑𝑒𝑥(𝑖	𝑎𝑣−𝑖𝑛𝑑𝑒𝑥(𝑖	PROPN
fcis-6351	59	4	)	)	PUNCT
fcis-6351	59	5	𝜔𝑖𝑛	𝜔𝑖𝑛	PROPN
fcis-6351	59	6	𝑖=1	𝑖=1	PROPN
fcis-6351	59	7	.	.	PUNCT
fcis-6351	60	1	the	the	DET
fcis-6351	60	2	igowa	igowa	NOUN
fcis-6351	60	3	operator	operator	NOUN
fcis-6351	60	4	at	at	ADP
fcis-6351	60	5	this	this	DET
fcis-6351	60	6	time	time	NOUN
fcis-6351	60	7	is	be	AUX
fcis-6351	60	8	the	the	DET
fcis-6351	60	9	iowga	iowga	NOUN
fcis-6351	60	10	(	(	PUNCT
fcis-6351	60	11	induced	induce	VERB
fcis-6351	60	12	ordered	order	VERB
fcis-6351	60	13	weighted	weight	VERB
fcis-6351	60	14	geometric	geometric	ADJ
fcis-6351	60	15	average	average	ADJ
fcis-6351	60	16	)	)	PUNCT
fcis-6351	60	17	operator	operator	NOUN
fcis-6351	60	18	;	;	PUNCT
fcis-6351	60	19	when	when	SCONJ
fcis-6351	60	20	𝜆	𝜆	X
fcis-6351	60	21	=	=	SYM
fcis-6351	60	22	0.5	0.5	NUM
fcis-6351	60	23	,	,	PUNCT
fcis-6351	60	24	𝑓𝜔	𝑓𝜔	ADP
fcis-6351	60	25	(	(	PUNCT
fcis-6351	60	26	<	<	X
fcis-6351	60	27	𝑣1	𝑣1	NOUN
fcis-6351	60	28	,	,	PUNCT
fcis-6351	60	29	𝑎1	𝑎1	PROPN
fcis-6351	60	30	>	>	X
fcis-6351	60	31	,	,	PUNCT
fcis-6351	60	32	<	<	X
fcis-6351	60	33	𝑣2	𝑣2	PROPN
fcis-6351	60	34	,	,	PUNCT
fcis-6351	60	35	𝑎	𝑎	PROPN
fcis-6351	60	36	>	>	SYM
fcis-6351	60	37	2	2	NUM
fcis-6351	60	38	,	,	PUNCT
fcis-6351	60	39	⋯	⋯	PROPN
fcis-6351	60	40	,	,	PUNCT
fcis-6351	60	41	<	<	X
fcis-6351	60	42	𝑣𝑛	𝑣𝑛	X
fcis-6351	60	43	,	,	PUNCT
fcis-6351	60	44	𝑎𝑛	𝑎𝑛	PRON
fcis-6351	60	45	>	>	PUNCT
fcis-6351	60	46	)	)	PUNCT
fcis-6351	60	47	=	=	SYM
fcis-6351	60	48	(	(	PUNCT
fcis-6351	60	49	∑	∑	PART
fcis-6351	60	50	𝜔𝑖√𝑥𝑣−𝑖𝑛𝑑𝑒𝑥(𝑖	𝜔𝑖√𝑥𝑣−𝑖𝑛𝑑𝑒𝑥(𝑖	PROPN
fcis-6351	60	51	)	)	PUNCT
fcis-6351	60	52	𝑛	𝑛	PROPN
fcis-6351	60	53	𝑖=1	𝑖=1	PROPN
fcis-6351	60	54	)	)	PUNCT
fcis-6351	60	55	2	2	NUM
fcis-6351	60	56	.	.	PUNCT
fcis-6351	61	1	the	the	DET
fcis-6351	61	2	igowa	igowa	NOUN
fcis-6351	61	3	operator	operator	NOUN
fcis-6351	61	4	at	at	ADP
fcis-6351	61	5	this	this	DET
fcis-6351	61	6	time	time	NOUN
fcis-6351	61	7	is	be	AUX
fcis-6351	61	8	the	the	DET
fcis-6351	61	9	iowsa	iowsa	NOUN
fcis-6351	61	10	(	(	PUNCT
fcis-6351	61	11	induced	induce	VERB
fcis-6351	61	12	ordered	order	VERB
fcis-6351	61	13	weighted	weight	VERB
fcis-6351	61	14	square	square	ADJ
fcis-6351	61	15	average	average	ADJ
fcis-6351	61	16	)	)	PUNCT
fcis-6351	61	17	operator	operator	NOUN
fcis-6351	61	18	.	.	PUNCT
fcis-6351	62	1	2.2	2.2	NUM
fcis-6351	62	2	.	.	PUNCT
fcis-6351	63	1	igowa	igowa	NOUN
fcis-6351	63	2	operator	operator	NOUN
fcis-6351	63	3	combination	combination	NOUN
fcis-6351	63	4	prediction	prediction	NOUN
fcis-6351	63	5	model	model	NOUN
fcis-6351	63	6	based	base	VERB
fcis-6351	63	7	on	on	ADP
fcis-6351	63	8	the	the	DET
fcis-6351	63	9	criterion	criterion	NOUN
fcis-6351	63	10	of	of	ADP
fcis-6351	63	11	minimum	minimum	ADJ
fcis-6351	63	12	sum	sum	NOUN
fcis-6351	63	13	of	of	ADP
fcis-6351	63	14	squares	square	NOUN
fcis-6351	63	15	of	of	ADP
fcis-6351	63	16	errors	error	NOUN
fcis-6351	63	17	assume	assume	VERB
fcis-6351	63	18	that	that	SCONJ
fcis-6351	63	19	the	the	DET
fcis-6351	63	20	actual	actual	ADJ
fcis-6351	63	21	observation	observation	NOUN
fcis-6351	63	22	value	value	NOUN
fcis-6351	63	23	of	of	ADP
fcis-6351	63	24	a	a	DET
fcis-6351	63	25	required	require	VERB
fcis-6351	63	26	prediction	prediction	NOUN
fcis-6351	63	27	phenomenon	phenomenon	NOUN
fcis-6351	63	28	is	be	AUX
fcis-6351	63	29	{	{	PUNCT
fcis-6351	63	30	𝑥𝑡	𝑥𝑡	X
fcis-6351	63	31	,	,	PUNCT
fcis-6351	63	32	𝑡	𝑡	PROPN
fcis-6351	63	33	=	=	SYM
fcis-6351	63	34	1,2,⋯	1,2,⋯	PROPN
fcis-6351	63	35	,	,	PUNCT
fcis-6351	63	36	𝑁	𝑁	PROPN
fcis-6351	63	37	}	}	PUNCT
fcis-6351	63	38	,	,	PUNCT
fcis-6351	64	1	n	n	DET
fcis-6351	64	2	kinds	kind	NOUN
fcis-6351	64	3	of	of	ADP
fcis-6351	64	4	single	single	ADJ
fcis-6351	64	5	prediction	prediction	NOUN
fcis-6351	64	6	methods	method	NOUN
fcis-6351	64	7	to	to	PART
fcis-6351	64	8	predict	predict	VERB
fcis-6351	64	9	this	this	DET
fcis-6351	64	10	phenomenon	phenomenon	NOUN
fcis-6351	64	11	,	,	PUNCT
fcis-6351	64	12	and	and	CCONJ
fcis-6351	64	13	𝑥𝑖𝑡	𝑥𝑖𝑡	PROPN
fcis-6351	64	14	is	be	AUX
fcis-6351	64	15	the	the	DET
fcis-6351	64	16	model	model	NOUN
fcis-6351	64	17	prediction	prediction	NOUN
fcis-6351	64	18	value	value	NOUN
fcis-6351	64	19	of	of	ADP
fcis-6351	64	20	the	the	DET
fcis-6351	64	21	first	first	ADJ
fcis-6351	64	22	i	i	PRON
fcis-6351	64	23	kind	kind	ADV
fcis-6351	64	24	of	of	ADP
fcis-6351	64	25	single	single	ADJ
fcis-6351	64	26	prediction	prediction	NOUN
fcis-6351	64	27	method	method	NOUN
fcis-6351	64	28	in	in	ADP
fcis-6351	64	29	the	the	DET
fcis-6351	64	30	t	t	NOUN
fcis-6351	64	31	period	period	NOUN
fcis-6351	64	32	.	.	PUNCT
fcis-6351	65	1	there	there	PRON
fcis-6351	65	2	are	be	VERB
fcis-6351	65	3	nonnegative	nonnegative	ADJ
fcis-6351	65	4	weighting	weighting	NOUN
fcis-6351	65	5	coefficients	coefficient	NOUN
fcis-6351	65	6	𝜔	𝜔	ADP
fcis-6351	65	7	=	=	SYM
fcis-6351	65	8	(	(	PUNCT
fcis-6351	65	9	𝜔1	𝜔1	ADJ
fcis-6351	65	10	,	,	PUNCT
fcis-6351	65	11	𝜔2	𝜔2	PROPN
fcis-6351	65	12	,	,	PUNCT
fcis-6351	65	13	⋯	⋯	NOUN
fcis-6351	65	14	,	,	PUNCT
fcis-6351	65	15	𝜔𝑛	𝜔𝑛	NOUN
fcis-6351	65	16	)	)	PUNCT
fcis-6351	65	17	and	and	CCONJ
fcis-6351	65	18	meet	meet	VERB
fcis-6351	65	19	∑	∑	PROPN
fcis-6351	65	20	𝜔𝑖	𝜔𝑖	ADP
fcis-6351	65	21	𝑛	𝑛	PRON
fcis-6351	65	22	𝑖=1	𝑖=1	PUNCT
fcis-6351	65	23	=	=	SYM
fcis-6351	65	24	1,𝜔𝑖	1,𝜔𝑖	NUM
fcis-6351	65	25	∈	∈	NOUN
fcis-6351	66	1	[	[	X
fcis-6351	66	2	0,1	0,1	NUM
fcis-6351	66	3	]	]	PUNCT
fcis-6351	66	4	,	,	PUNCT
fcis-6351	66	5	then	then	ADV
fcis-6351	66	6	𝑊	𝑊	PROPN
fcis-6351	66	7	=	=	SYM
fcis-6351	66	8	(	(	PUNCT
fcis-6351	66	9	𝜔1	𝜔1	ADJ
fcis-6351	66	10	,	,	PUNCT
fcis-6351	66	11	𝜔2	𝜔2	PROPN
fcis-6351	66	12	,	,	PUNCT
fcis-6351	66	13	⋯	⋯	NOUN
fcis-6351	66	14	,	,	PUNCT
fcis-6351	66	15	𝜔𝑛	𝜔𝑛	NOUN
fcis-6351	66	16	)	)	PUNCT
fcis-6351	66	17	𝑇	𝑇	PROPN
fcis-6351	66	18	constitutes	constitute	VERB
fcis-6351	66	19	the	the	DET
fcis-6351	66	20	weight	weight	NOUN
fcis-6351	66	21	vector	vector	NOUN
fcis-6351	66	22	of	of	ADP
fcis-6351	66	23	all	all	DET
fcis-6351	66	24	single	single	ADJ
fcis-6351	66	25	forecasting	forecasting	NOUN
fcis-6351	66	26	methods	method	NOUN
fcis-6351	66	27	in	in	ADP
fcis-6351	66	28	the	the	DET
fcis-6351	66	29	combined	combine	VERB
fcis-6351	66	30	forecasting	forecasting	NOUN
fcis-6351	66	31	model	model	NOUN
fcis-6351	66	32	.	.	PUNCT
fcis-6351	67	1	the	the	DET
fcis-6351	67	2	prediction	prediction	NOUN
fcis-6351	67	3	precision	precision	NOUN
fcis-6351	67	4	is	be	AUX
fcis-6351	67	5	constructed	construct	VERB
fcis-6351	67	6	by	by	ADP
fcis-6351	67	7	the	the	DET
fcis-6351	67	8	absolute	absolute	ADJ
fcis-6351	67	9	value	value	NOUN
fcis-6351	67	10	of	of	ADP
fcis-6351	67	11	the	the	DET
fcis-6351	67	12	prediction	prediction	NOUN
fcis-6351	67	13	relative	relative	ADJ
fcis-6351	67	14	error	error	NOUN
fcis-6351	67	15	of	of	ADP
fcis-6351	67	16	each	each	DET
fcis-6351	67	17	single	single	ADJ
fcis-6351	67	18	prediction	prediction	NOUN
fcis-6351	67	19	at	at	ADP
fcis-6351	67	20	each	each	DET
fcis-6351	67	21	time	time	NOUN
fcis-6351	67	22	point	point	NOUN
fcis-6351	67	23	to	to	PART
fcis-6351	67	24	characterize	characterize	VERB
fcis-6351	67	25	the	the	DET
fcis-6351	67	26	induced	induced	ADJ
fcis-6351	67	27	variable	variable	NOUN
fcis-6351	67	28	of	of	ADP
fcis-6351	67	29	the	the	DET
fcis-6351	67	30	prediction	prediction	NOUN
fcis-6351	67	31	value	value	NOUN
fcis-6351	67	32	at	at	ADP
fcis-6351	67	33	each	each	DET
fcis-6351	67	34	time	time	NOUN
fcis-6351	67	35	point	point	NOUN
fcis-6351	67	36	.	.	PUNCT
fcis-6351	68	1	note	note	VERB
fcis-6351	68	2	𝑣𝑖𝑡	𝑣𝑖𝑡	NOUN
fcis-6351	68	3	=	=	SYM
fcis-6351	68	4	{	{	PUNCT
fcis-6351	68	5	1	1	NUM
fcis-6351	68	6	−	−	NOUN
fcis-6351	68	7	|	|	INTJ
fcis-6351	68	8	𝑥𝑡−𝑥𝑖𝑡	𝑥𝑡−𝑥𝑖𝑡	PROPN
fcis-6351	69	1	𝑥𝑡	𝑥𝑡	ADV
fcis-6351	69	2	|	|	ADV
fcis-6351	69	3	，	，	PUNCT
fcis-6351	69	4	|	|	ADV
fcis-6351	69	5	𝑥𝑡−𝑥𝑖𝑡	𝑥𝑡−𝑥𝑖𝑡	PUNCT
fcis-6351	70	1	𝑥𝑡	𝑥𝑡	ADV
fcis-6351	70	2	|	|	ADV
fcis-6351	70	3	<	<	X
fcis-6351	70	4	1	1	NUM
fcis-6351	70	5	0	0	NUM
fcis-6351	70	6	,	,	PUNCT
fcis-6351	70	7	|	|	ADV
fcis-6351	70	8	𝑥𝑡−𝑥𝑖𝑡	𝑥𝑡−𝑥𝑖𝑡	PUNCT
fcis-6351	71	1	𝑥𝑡	𝑥𝑡	ADV
fcis-6351	71	2	|	|	ADV
fcis-6351	71	3	≥	≥	NOUN
fcis-6351	71	4	1	1	NUM
fcis-6351	71	5	(	(	PUNCT
fcis-6351	71	6	4	4	NUM
fcis-6351	71	7	)	)	PUNCT
fcis-6351	71	8	as	as	ADP
fcis-6351	71	9	the	the	DET
fcis-6351	71	10	prediction	prediction	NOUN
fcis-6351	71	11	accuracy	accuracy	NOUN
fcis-6351	71	12	of	of	ADP
fcis-6351	71	13	the	the	DET
fcis-6351	71	14	i	i	PROPN
fcis-6351	71	15	-	-	PUNCT
fcis-6351	71	16	th	th	X
fcis-6351	71	17	single	single	ADJ
fcis-6351	71	18	prediction	prediction	NOUN
fcis-6351	71	19	in	in	ADP
fcis-6351	71	20	the	the	DET
fcis-6351	71	21	t	t	NOUN
fcis-6351	71	22	period	period	NOUN
fcis-6351	71	23	,	,	PUNCT
fcis-6351	71	24	then	then	ADV
fcis-6351	71	25	using	use	VERB
fcis-6351	71	26	𝑣𝑖𝑡	𝑣𝑖𝑡	NOUN
fcis-6351	71	27	and	and	CCONJ
fcis-6351	71	28	𝑥𝑖𝑡	𝑥𝑖𝑡	PROPN
fcis-6351	71	29	can	can	AUX
fcis-6351	71	30	form	form	VERB
fcis-6351	71	31	a	a	DET
fcis-6351	71	32	twodimensional	twodimensional	ADJ
fcis-6351	71	33	array	array	NOUN
fcis-6351	71	34	(	(	PUNCT
fcis-6351	71	35	<	<	X
fcis-6351	71	36	𝑣1𝑡	𝑣1𝑡	PROPN
fcis-6351	71	37	,	,	PUNCT
fcis-6351	71	38	𝑥1𝑡	𝑥1𝑡	X
fcis-6351	71	39	>	>	PUNCT
fcis-6351	71	40	,	,	PUNCT
fcis-6351	71	41	<	<	X
fcis-6351	71	42	𝑣2𝑡	𝑣2𝑡	PROPN
fcis-6351	71	43	,	,	PUNCT
fcis-6351	71	44	𝑥2𝑡	𝑥2𝑡	PROPN
fcis-6351	71	45	>	>	PUNCT
fcis-6351	71	46	,	,	PUNCT
fcis-6351	71	47	⋯	⋯	PROPN
fcis-6351	71	48	,	,	PUNCT
fcis-6351	71	49	<	<	X
fcis-6351	71	50	𝑣𝑛𝑡	𝑣𝑛𝑡	X
fcis-6351	71	51	,	,	PUNCT
fcis-6351	71	52	𝑥𝑛𝑡	𝑥𝑛𝑡	ADP
fcis-6351	71	53	>	>	X
fcis-6351	71	54	)	)	PUNCT
fcis-6351	71	55	.	.	PUNCT
fcis-6351	72	1	take	take	VERB
fcis-6351	72	2	it	it	PRON
fcis-6351	72	3	into	into	ADP
fcis-6351	72	4	the	the	DET
fcis-6351	72	5	igowa	igowa	NOUN
fcis-6351	72	6	operator	operator	NOUN
fcis-6351	72	7	for	for	ADP
fcis-6351	72	8	calculation	calculation	NOUN
fcis-6351	72	9	,	,	PUNCT
fcis-6351	72	10	and	and	CCONJ
fcis-6351	72	11	the	the	DET
fcis-6351	72	12	optimized	optimize	VERB
fcis-6351	72	13	combined	combine	VERB
fcis-6351	72	14	predictive	predictive	ADJ
fcis-6351	72	15	value	value	NOUN
fcis-6351	72	16	is	be	AUX
fcis-6351	72	17	𝑥𝑡	𝑥𝑡	ADP
fcis-6351	72	18	∧	∧	PROPN
fcis-6351	72	19	=	=	SYM
fcis-6351	72	20	(	(	PUNCT
fcis-6351	72	21	∑	∑	ADV
fcis-6351	72	22	𝜔𝑖(𝑥𝑣−𝑖𝑛𝑑𝑒𝑥(𝑖𝑡	𝜔𝑖(𝑥𝑣−𝑖𝑛𝑑𝑒𝑥(𝑖𝑡	NOUN
fcis-6351	72	23	)	)	PUNCT
fcis-6351	72	24	)	)	PUNCT
fcis-6351	73	1	𝜆𝑛	𝜆𝑛	ADP
fcis-6351	73	2	𝑖=1	𝑖=1	PUNCT
fcis-6351	73	3	)	)	PUNCT
fcis-6351	73	4	1	1	NUM
fcis-6351	73	5	𝜆.	𝜆.	NOUN
fcis-6351	73	6	according	accord	VERB
fcis-6351	73	7	to	to	ADP
fcis-6351	73	8	this	this	PRON
fcis-6351	73	9	,	,	PUNCT
fcis-6351	73	10	it	it	PRON
fcis-6351	73	11	can	can	AUX
fcis-6351	73	12	be	be	AUX
fcis-6351	73	13	seen	see	VERB
fcis-6351	73	14	that	that	SCONJ
fcis-6351	73	15	the	the	DET
fcis-6351	73	16	𝜆	𝜆	PRON
fcis-6351	73	17	power	power	NOUN
fcis-6351	73	18	prediction	prediction	NOUN
fcis-6351	73	19	error	error	NOUN
fcis-6351	73	20	and	and	CCONJ
fcis-6351	73	21	induced	induce	VERB
fcis-6351	73	22	prediction	prediction	NOUN
fcis-6351	73	23	error	error	NOUN
fcis-6351	73	24	in	in	ADP
fcis-6351	73	25	the	the	DET
fcis-6351	73	26	t	t	PROPN
fcis-6351	73	27	period	period	NOUN
fcis-6351	73	28	are	be	AUX
fcis-6351	73	29	𝑒𝑡	𝑒𝑡	NOUN
fcis-6351	73	30	(	(	PUNCT
fcis-6351	73	31	𝜆	𝜆	X
fcis-6351	73	32	)	)	PUNCT
fcis-6351	73	33	=	=	PUNCT
fcis-6351	73	34	𝑥𝑡	𝑥𝑡	ADP
fcis-6351	73	35	𝜆	𝜆	DET
fcis-6351	73	36	−	−	X
fcis-6351	73	37	𝑥𝑡	𝑥𝑡	ADP
fcis-6351	73	38	∧	∧	PROPN
fcis-6351	73	39	𝜆	𝜆	PROPN
fcis-6351	73	40	and	and	CCONJ
fcis-6351	73	41	𝑒𝑣−𝑖𝑛𝑑𝑒𝑥(𝑖𝑡	𝑒𝑣−𝑖𝑛𝑑𝑒𝑥(𝑖𝑡	NUM
fcis-6351	73	42	)	)	PUNCT
fcis-6351	73	43	=	=	PUNCT
fcis-6351	73	44	𝑥𝑡	𝑥𝑡	ADP
fcis-6351	73	45	𝜆	𝜆	DET
fcis-6351	73	46	−	−	PROPN
fcis-6351	73	47	𝑥𝑣−𝑖𝑛𝑑𝑒𝑥(𝑖𝑡	𝑥𝑣−𝑖𝑛𝑑𝑒𝑥(𝑖𝑡	NUM
fcis-6351	73	48	)	)	PUNCT
fcis-6351	73	49	𝜆.	𝜆.	NOUN
fcis-6351	73	50	in	in	ADP
fcis-6351	73	51	this	this	DET
fcis-6351	73	52	paper	paper	NOUN
fcis-6351	73	53	,	,	PUNCT
fcis-6351	73	54	the	the	DET
fcis-6351	73	55	four	four	NUM
fcis-6351	73	56	special	special	ADJ
fcis-6351	73	57	values	value	NOUN
fcis-6351	73	58	of	of	ADP
fcis-6351	73	59	𝜆	𝜆	PRON
fcis-6351	73	60	listed	list	VERB
fcis-6351	73	61	in	in	ADP
fcis-6351	73	62	2.1.3	2.1.3	NUM
fcis-6351	73	63	.	.	PUNCT
fcis-6351	73	64	are	be	AUX
fcis-6351	73	65	used	use	VERB
fcis-6351	73	66	for	for	ADP
fcis-6351	73	67	analysis	analysis	NOUN
fcis-6351	73	68	and	and	CCONJ
fcis-6351	73	69	discussion	discussion	NOUN
fcis-6351	73	70	,	,	PUNCT
fcis-6351	73	71	so	so	CCONJ
fcis-6351	73	72	the	the	DET
fcis-6351	73	73	specific	specific	ADJ
fcis-6351	73	74	form	form	NOUN
fcis-6351	73	75	of	of	ADP
fcis-6351	73	76	induced	induced	ADJ
fcis-6351	73	77	prediction	prediction	NOUN
fcis-6351	73	78	error	error	NOUN
fcis-6351	73	79	is	be	AUX
fcis-6351	73	80	as	as	SCONJ
fcis-6351	73	81	follows	follow	VERB
fcis-6351	73	82	140	140	NUM
fcis-6351	73	83	.	.	PUNCT
fcis-6351	74	1	5.0	5.0	NUM
fcis-6351	74	2	,	,	PUNCT
fcis-6351	74	3	0,lnln	0,lnln	X
fcis-6351	74	4	1	1	NUM
fcis-6351	74	5	,	,	PUNCT
fcis-6351	74	6	11	11	NUM
fcis-6351	74	7	1	1	NUM
fcis-6351	74	8	,	,	PUNCT
fcis-6351	74	9	)	)	PUNCT
fcis-6351	74	10	(	(	PUNCT
fcis-6351	74	11	)	)	PUNCT
fcis-6351	74	12	(	(	PUNCT
fcis-6351	74	13	)	)	PUNCT
fcis-6351	74	14	(	(	PUNCT
fcis-6351	74	15	)	)	PUNCT
fcis-6351	74	16	(	(	PUNCT
fcis-6351	74	17	)	)	PUNCT
fcis-6351	74	18	(	(	PUNCT
fcis-6351	74	19			NUM
fcis-6351	74	20			NUM
fcis-6351	74	21			NUM
fcis-6351	74	22			NUM
fcis-6351	74	23			PROPN
fcis-6351	75	1			NUM
fcis-6351	75	2			NUM
fcis-6351	75	3			ADP
fcis-6351	76	1	=	=	NOUN
fcis-6351	76	2	−	−	X
fcis-6351	76	3	→−	→−	VERB
fcis-6351	76	4	−=−	−=−	NUM
fcis-6351	76	5	=	=	SYM
fcis-6351	76	6	−	−	NOUN
fcis-6351	76	7	=	=	PUNCT
fcis-6351	76	8	−	−	PROPN
fcis-6351	76	9	−	−	NUM
fcis-6351	76	10	−	−	PROPN
fcis-6351	76	11	−	−	PROPN
fcis-6351	76	12	−	−	PROPN
fcis-6351	76	13			X
fcis-6351	76	14			ADJ
fcis-6351	76	15			NOUN
fcis-6351	76	16			ADJ
fcis-6351	76	17	itindexvt	itindexvt	NOUN
fcis-6351	76	18	itindexvt	itindexvt	PROPN
fcis-6351	76	19	itindexvt	itindexvt	VERB
fcis-6351	76	20	itindexvt	itindexvt	PROPN
fcis-6351	76	21	itindexv	itindexv	VERB
fcis-6351	77	1	xx	xx	NUM
fcis-6351	78	1	xx	xx	NUM
fcis-6351	79	1	xx	xx	NUM
fcis-6351	80	1	xx	xx	NUM
fcis-6351	80	2	e	e	X
fcis-6351	80	3	(	(	PUNCT
fcis-6351	80	4	5	5	NUM
fcis-6351	80	5	)	)	PUNCT
fcis-6351	80	6	from	from	ADP
fcis-6351	80	7	the	the	DET
fcis-6351	80	8	induced	induced	ADJ
fcis-6351	80	9	prediction	prediction	NOUN
fcis-6351	80	10	error	error	NOUN
fcis-6351	80	11	,	,	PUNCT
fcis-6351	80	12	the	the	DET
fcis-6351	80	13	n	n	CCONJ
fcis-6351	80	14	-	-	PUNCT
fcis-6351	80	15	order	order	NOUN
fcis-6351	80	16	induced	induce	VERB
fcis-6351	80	17	ordered	order	VERB
fcis-6351	80	18	weighted	weight	VERB
fcis-6351	80	19	average	average	ADJ
fcis-6351	80	20	prediction	prediction	NOUN
fcis-6351	80	21	error	error	NOUN
fcis-6351	80	22	matrix	matrix	NOUN
fcis-6351	80	23	can	can	AUX
fcis-6351	80	24	be	be	AUX
fcis-6351	80	25	further	far	ADV
fcis-6351	80	26	denoted	denote	VERB
fcis-6351	80	27	as	as	ADP
fcis-6351	80	28	𝐸	𝐸	NOUN
fcis-6351	80	29	=	=	SYM
fcis-6351	80	30	(	(	PUNCT
fcis-6351	80	31	𝐸𝑖𝑗)𝑛×𝑛	𝐸𝑖𝑗)𝑛×𝑛	PROPN
fcis-6351	80	32	=	=	SYM
fcis-6351	80	33	(	(	PUNCT
fcis-6351	80	34	𝐸𝑗𝑖)𝑛×𝑛	𝐸𝑗𝑖)𝑛×𝑛	PROPN
fcis-6351	80	35	=	=	SYM
fcis-6351	80	36	(	(	PUNCT
fcis-6351	80	37	∑	∑	ADP
fcis-6351	80	38	𝑒𝑣−𝑖𝑛𝑑𝑒𝑥(𝑖𝑡)𝑒𝑣−𝑖𝑛𝑑𝑒𝑥(𝑗𝑡	𝑒𝑣−𝑖𝑛𝑑𝑒𝑥(𝑖𝑡)𝑒𝑣−𝑖𝑛𝑑𝑒𝑥(𝑗𝑡	ADJ
fcis-6351	80	39	)	)	PUNCT
fcis-6351	80	40	𝑁	𝑁	PROPN
fcis-6351	80	41	𝑡=1	𝑡=1	PROPN
fcis-6351	80	42	)	)	PUNCT
fcis-6351	81	1	𝑛×𝑛	𝑛×𝑛	PROPN
fcis-6351	81	2	;	;	PUNCT
fcis-6351	81	3	𝑖	𝑖	X
fcis-6351	81	4	,	,	PUNCT
fcis-6351	81	5	𝑗	𝑗	PROPN
fcis-6351	81	6	=	=	SYM
fcis-6351	81	7	1,2,⋯	1,2,⋯	PROPN
fcis-6351	81	8	,	,	PUNCT
fcis-6351	81	9	𝑛.	𝑛.	NOUN
fcis-6351	81	10	it	it	PRON
fcis-6351	81	11	can	can	AUX
fcis-6351	81	12	be	be	AUX
fcis-6351	81	13	seen	see	VERB
fcis-6351	81	14	that	that	SCONJ
fcis-6351	81	15	the	the	DET
fcis-6351	81	16	induced	induce	VERB
fcis-6351	81	17	ordered	order	VERB
fcis-6351	81	18	weighted	weight	VERB
fcis-6351	81	19	average	average	ADJ
fcis-6351	81	20	prediction	prediction	NOUN
fcis-6351	81	21	error	error	NOUN
fcis-6351	81	22	matrix	matrix	NOUN
fcis-6351	81	23	is	be	AUX
fcis-6351	81	24	a	a	DET
fcis-6351	81	25	symmetric	symmetric	ADJ
fcis-6351	81	26	n	n	CCONJ
fcis-6351	81	27	-	-	PUNCT
fcis-6351	81	28	order	order	NOUN
fcis-6351	81	29	invertible	invertible	ADJ
fcis-6351	81	30	matrix	matrix	NOUN
fcis-6351	81	31	.	.	PUNCT
fcis-6351	82	1	therefore	therefore	ADV
fcis-6351	82	2	the	the	DET
fcis-6351	82	3	sum	sum	NOUN
fcis-6351	82	4	of	of	ADP
fcis-6351	82	5	squares	square	NOUN
fcis-6351	82	6	of	of	ADP
fcis-6351	82	7	the	the	DET
fcis-6351	82	8	total	total	ADJ
fcis-6351	82	9	forecast	forecast	NOUN
fcis-6351	82	10	errors	error	NOUN
fcis-6351	82	11	in	in	ADP
fcis-6351	82	12	n	n	DET
fcis-6351	82	13	period	period	NOUN
fcis-6351	82	14	is	be	AUX
fcis-6351	82	15	𝑄2	𝑄2	PROPN
fcis-6351	82	16	=	=	PRON
fcis-6351	82	17	∑	∑	PROPN
fcis-6351	82	18	(	(	PUNCT
fcis-6351	82	19	∑	∑	PUNCT
fcis-6351	82	20	𝜔𝑖𝑒𝑣−𝑖𝑛𝑑𝑒𝑥(𝑖𝑡	𝜔𝑖𝑒𝑣−𝑖𝑛𝑑𝑒𝑥(𝑖𝑡	PROPN
fcis-6351	82	21	)	)	PUNCT
fcis-6351	82	22	𝑛	𝑛	PROPN
fcis-6351	82	23	𝑖=1	𝑖=1	PUNCT
fcis-6351	82	24	)	)	PUNCT
fcis-6351	83	1	𝑁	𝑁	NOUN
fcis-6351	83	2	𝑡=1	𝑡=1	X
fcis-6351	83	3	2	2	NUM
fcis-6351	83	4	=	=	SYM
fcis-6351	83	5	∑	∑	PUNCT
fcis-6351	83	6	∑	∑	PROPN
fcis-6351	83	7	𝜔𝑖𝜔𝑗(∑	𝜔𝑖𝜔𝑗(∑	PROPN
fcis-6351	83	8	𝑒𝑣−𝑖𝑛𝑑𝑒𝑥(𝑖𝑡)𝑒𝑣−𝑖𝑛𝑑𝑒𝑥(𝑗𝑡	𝑒𝑣−𝑖𝑛𝑑𝑒𝑥(𝑖𝑡)𝑒𝑣−𝑖𝑛𝑑𝑒𝑥(𝑗𝑡	NOUN
fcis-6351	83	9	)	)	PUNCT
fcis-6351	84	1	𝑁	𝑁	PROPN
fcis-6351	84	2	𝑡=1	𝑡=1	PROPN
fcis-6351	84	3	)	)	PUNCT
fcis-6351	84	4	𝑛	𝑛	PRON
fcis-6351	84	5	𝑗=1	𝑗=1	PROPN
fcis-6351	84	6	𝑛	𝑛	NOUN
fcis-6351	84	7	𝑖=1	𝑖=1	PUNCT
fcis-6351	84	8	=	=	PUNCT
fcis-6351	84	9	∑	∑	PROPN
fcis-6351	84	10	∑	∑	PUNCT
fcis-6351	84	11	𝜔𝑖𝜔𝑗𝐸𝑖𝑗	𝜔𝑖𝜔𝑗𝐸𝑖𝑗	PROPN
fcis-6351	84	12	𝑛	𝑛	PRON
fcis-6351	84	13	𝑗=1	𝑗=1	PROPN
fcis-6351	84	14	𝑛	𝑛	PRON
fcis-6351	84	15	𝑖=1	𝑖=1	PROPN
fcis-6351	84	16	,	,	PUNCT
fcis-6351	84	17	where	where	SCONJ
fcis-6351	84	18	𝑖	𝑖	X
fcis-6351	84	19	,	,	PUNCT
fcis-6351	84	20	𝑗	𝑗	PROPN
fcis-6351	84	21	=	=	SYM
fcis-6351	84	22	1,2,⋯	1,2,⋯	PROPN
fcis-6351	84	23	,	,	PUNCT
fcis-6351	84	24	𝑛.	𝑛.	NOUN
fcis-6351	84	25	in	in	ADP
fcis-6351	84	26	conclusion	conclusion	NOUN
fcis-6351	84	27	,	,	PUNCT
fcis-6351	84	28	the	the	DET
fcis-6351	84	29	igowa	igowa	NOUN
fcis-6351	84	30	operator	operator	NOUN
fcis-6351	84	31	combination	combination	NOUN
fcis-6351	84	32	prediction	prediction	NOUN
fcis-6351	84	33	model	model	NOUN
fcis-6351	84	34	based	base	VERB
fcis-6351	84	35	on	on	ADP
fcis-6351	84	36	the	the	DET
fcis-6351	84	37	optimal	optimal	ADJ
fcis-6351	84	38	criterion	criterion	NOUN
fcis-6351	84	39	of	of	ADP
fcis-6351	84	40	minimizing	minimize	VERB
fcis-6351	84	41	the	the	DET
fcis-6351	84	42	sum	sum	NOUN
fcis-6351	84	43	of	of	ADP
fcis-6351	84	44	squares	square	NOUN
fcis-6351	84	45	of	of	ADP
fcis-6351	84	46	prediction	prediction	NOUN
fcis-6351	84	47	errors	error	NOUN
fcis-6351	84	48	can	can	AUX
fcis-6351	84	49	be	be	AUX
fcis-6351	84	50	constructed	construct	VERB
fcis-6351	84	51	as	as	ADP
fcis-6351	84	52	𝑚𝑖𝑛𝑄2	𝑚𝑖𝑛𝑄2	NUM
fcis-6351	84	53	=	=	NUM
fcis-6351	84	54	𝑊𝑇𝐸𝑊	𝑊𝑇𝐸𝑊	ADJ
fcis-6351	84	55	𝑠.	𝑠.	NOUN
fcis-6351	84	56	𝑡.	𝑡.	NOUN
fcis-6351	84	57	{	{	PUNCT
fcis-6351	84	58	∑	∑	ADV
fcis-6351	84	59	𝜔𝑖	𝜔𝑖	ADP
fcis-6351	84	60	=	=	SYM
fcis-6351	84	61	1	1	NUM
fcis-6351	84	62	;	;	PUNCT
fcis-6351	84	63	𝑛	𝑛	PRON
fcis-6351	84	64	𝑖=1	𝑖=1	PROPN
fcis-6351	84	65	𝜔𝑖	𝜔𝑖	ADP
fcis-6351	84	66	≥	≥	NOUN
fcis-6351	84	67	0	0	NUM
fcis-6351	84	68	,	,	PUNCT
fcis-6351	84	69	𝑖	𝑖	SYM
fcis-6351	84	70	=	=	SYM
fcis-6351	84	71	1,2,⋯	1,2,⋯	PROPN
fcis-6351	84	72	,	,	PUNCT
fcis-6351	84	73	𝑛.	𝑛.	NOUN
fcis-6351	84	74	(	(	PUNCT
fcis-6351	84	75	6	6	NUM
fcis-6351	84	76	)	)	SYM
fcis-6351	84	77	3	3	NUM
fcis-6351	84	78	.	.	PUNCT
fcis-6351	85	1	empirical	empirical	ADJ
fcis-6351	85	2	analysis	analysis	NOUN
fcis-6351	85	3	3.1	3.1	NUM
fcis-6351	85	4	.	.	PUNCT
fcis-6351	85	5	data	datum	NOUN
fcis-6351	85	6	source	source	NOUN
fcis-6351	85	7	and	and	CCONJ
fcis-6351	85	8	descriptive	descriptive	ADJ
fcis-6351	85	9	statistics	statistic	NOUN
fcis-6351	85	10	in	in	ADP
fcis-6351	85	11	recent	recent	ADJ
fcis-6351	85	12	years	year	NOUN
fcis-6351	85	13	,	,	PUNCT
fcis-6351	85	14	r&d	r&d	NOUN
fcis-6351	85	15	intensity	intensity	NOUN
fcis-6351	85	16	has	have	AUX
fcis-6351	85	17	gradually	gradually	ADV
fcis-6351	85	18	become	become	VERB
fcis-6351	85	19	an	an	DET
fcis-6351	85	20	important	important	ADJ
fcis-6351	85	21	indicator	indicator	NOUN
fcis-6351	85	22	reflecting	reflect	VERB
fcis-6351	85	23	the	the	DET
fcis-6351	85	24	scientific	scientific	ADJ
fcis-6351	85	25	and	and	CCONJ
fcis-6351	85	26	technological	technological	ADJ
fcis-6351	85	27	innovation	innovation	NOUN
fcis-6351	85	28	strength	strength	NOUN
fcis-6351	85	29	and	and	CCONJ
fcis-6351	85	30	core	core	NOUN
fcis-6351	85	31	competitiveness	competitiveness	NOUN
fcis-6351	85	32	of	of	ADP
fcis-6351	85	33	a	a	DET
fcis-6351	85	34	country	country	NOUN
fcis-6351	85	35	or	or	CCONJ
fcis-6351	85	36	region	region	NOUN
fcis-6351	85	37	.	.	PUNCT
fcis-6351	86	1	this	this	DET
fcis-6351	86	2	article	article	NOUN
fcis-6351	86	3	uses	use	VERB
fcis-6351	86	4	jun	jun	PROPN
fcis-6351	86	5	liu	liu	PROPN
fcis-6351	86	6	and	and	CCONJ
fcis-6351	86	7	others	other	NOUN
fcis-6351	86	8	for	for	ADP
fcis-6351	86	9	reference	reference	NOUN
fcis-6351	86	10	[	[	X
fcis-6351	86	11	13	13	NUM
fcis-6351	86	12	]	]	PUNCT
fcis-6351	86	13	.	.	PUNCT
fcis-6351	87	1	the	the	DET
fcis-6351	87	2	proposed	propose	VERB
fcis-6351	87	3	r&d	r&d	NOUN
fcis-6351	87	4	intensity	intensity	NOUN
fcis-6351	87	5	measurement	measurement	NOUN
fcis-6351	87	6	standard	standard	PROPN
fcis-6351	87	7	uses	use	VERB
fcis-6351	87	8	the	the	DET
fcis-6351	87	9	proportion	proportion	NOUN
fcis-6351	87	10	of	of	ADP
fcis-6351	87	11	r&d	r&d	NOUN
fcis-6351	87	12	expenditure	expenditure	NOUN
fcis-6351	87	13	in	in	ADP
fcis-6351	87	14	gdp	gdp	NOUN
fcis-6351	87	15	to	to	PART
fcis-6351	87	16	measure	measure	VERB
fcis-6351	87	17	the	the	DET
fcis-6351	87	18	r&d	r&d	NOUN
fcis-6351	87	19	intensity	intensity	NOUN
fcis-6351	87	20	of	of	ADP
fcis-6351	87	21	a	a	DET
fcis-6351	87	22	region	region	NOUN
fcis-6351	87	23	.	.	PUNCT
fcis-6351	88	1	the	the	DET
fcis-6351	88	2	research	research	NOUN
fcis-6351	88	3	and	and	CCONJ
fcis-6351	88	4	development	development	NOUN
fcis-6351	88	5	intensity	intensity	NOUN
fcis-6351	88	6	index	index	NOUN
fcis-6351	88	7	data	datum	NOUN
fcis-6351	88	8	of	of	ADP
fcis-6351	88	9	anhui	anhui	PROPN
fcis-6351	88	10	province	province	PROPN
fcis-6351	88	11	from	from	ADP
fcis-6351	88	12	2006	2006	NUM
fcis-6351	88	13	to	to	ADP
fcis-6351	88	14	2020	2020	NUM
fcis-6351	88	15	were	be	AUX
fcis-6351	88	16	collected	collect	VERB
fcis-6351	88	17	by	by	ADP
fcis-6351	88	18	searching	search	VERB
fcis-6351	88	19	china	china	PROPN
fcis-6351	88	20	statistical	statistical	ADJ
fcis-6351	88	21	yearbook	yearbook	NOUN
fcis-6351	88	22	,	,	PUNCT
fcis-6351	88	23	china	china	PROPN
fcis-6351	88	24	science	science	PROPN
fcis-6351	88	25	and	and	CCONJ
fcis-6351	88	26	technology	technology	NOUN
fcis-6351	88	27	statistical	statistical	ADJ
fcis-6351	88	28	yearbook	yearbook	NOUN
fcis-6351	88	29	and	and	CCONJ
fcis-6351	88	30	other	other	ADJ
fcis-6351	88	31	data	datum	NOUN
fcis-6351	88	32	,	,	PUNCT
fcis-6351	88	33	and	and	CCONJ
fcis-6351	88	34	the	the	DET
fcis-6351	88	35	trend	trend	NOUN
fcis-6351	88	36	line	line	NOUN
fcis-6351	88	37	chart	chart	NOUN
fcis-6351	88	38	was	be	AUX
fcis-6351	88	39	drawn	draw	VERB
fcis-6351	88	40	as	as	SCONJ
fcis-6351	88	41	shown	show	VERB
fcis-6351	88	42	in	in	ADP
fcis-6351	88	43	figure	figure	NOUN
fcis-6351	88	44	1	1	NUM
fcis-6351	88	45	.	.	PUNCT
fcis-6351	89	1	it	it	PRON
fcis-6351	89	2	can	can	AUX
fcis-6351	89	3	be	be	AUX
fcis-6351	89	4	seen	see	VERB
fcis-6351	89	5	from	from	ADP
fcis-6351	89	6	figure	figure	NOUN
fcis-6351	89	7	1	1	NUM
fcis-6351	89	8	that	that	SCONJ
fcis-6351	89	9	the	the	DET
fcis-6351	89	10	r&d	r&d	NOUN
fcis-6351	89	11	intensity	intensity	NOUN
fcis-6351	89	12	of	of	ADP
fcis-6351	89	13	anhui	anhui	PROPN
fcis-6351	89	14	province	province	PROPN
fcis-6351	89	15	has	have	VERB
fcis-6351	89	16	an	an	DET
fcis-6351	89	17	obvious	obvious	ADJ
fcis-6351	89	18	growth	growth	NOUN
fcis-6351	89	19	trend	trend	NOUN
fcis-6351	89	20	.	.	PUNCT
fcis-6351	90	1	figure	figure	NOUN
fcis-6351	90	2	1	1	NUM
fcis-6351	90	3	.	.	PUNCT
fcis-6351	90	4	trend	trend	NOUN
fcis-6351	90	5	chart	chart	NOUN
fcis-6351	90	6	of	of	ADP
fcis-6351	90	7	research	research	NOUN
fcis-6351	90	8	and	and	CCONJ
fcis-6351	90	9	development	development	NOUN
fcis-6351	90	10	intensity	intensity	NOUN
fcis-6351	90	11	of	of	ADP
fcis-6351	90	12	anhui	anhui	PROPN
fcis-6351	90	13	province	province	PROPN
fcis-6351	90	14	from	from	ADP
fcis-6351	90	15	2006	2006	NUM
fcis-6351	90	16	to	to	ADP
fcis-6351	90	17	2020	2020	NUM
fcis-6351	90	18	3.2	3.2	NUM
fcis-6351	90	19	.	.	PUNCT
fcis-6351	91	1	single	single	ADJ
fcis-6351	91	2	prediction	prediction	NOUN
fcis-6351	91	3	model	model	NOUN
fcis-6351	91	4	3.2.1	3.2.1	NUM
fcis-6351	91	5	.	.	PUNCT
fcis-6351	92	1	grey	grey	PROPN
fcis-6351	92	2	prediction	prediction	NOUN
fcis-6351	92	3	model	model	NOUN
fcis-6351	92	4	gm	gm	PROPN
fcis-6351	92	5	(	(	PUNCT
fcis-6351	92	6	1,1	1,1	NUM
fcis-6351	92	7	)	)	PUNCT
fcis-6351	92	8	in	in	ADP
fcis-6351	92	9	the	the	DET
fcis-6351	92	10	early	early	ADJ
fcis-6351	92	11	1980s	1980s	NUM
fcis-6351	92	12	,	,	PUNCT
fcis-6351	92	13	professor	professor	NOUN
fcis-6351	92	14	julong	julong	PROPN
fcis-6351	92	15	deng	deng	PROPN
fcis-6351	92	16	proposed	propose	VERB
fcis-6351	92	17	an	an	DET
fcis-6351	92	18	effective	effective	ADJ
fcis-6351	92	19	prediction	prediction	NOUN
fcis-6351	92	20	method	method	NOUN
fcis-6351	92	21	for	for	ADP
fcis-6351	92	22	small	small	ADJ
fcis-6351	92	23	sample	sample	NOUN
fcis-6351	92	24	data	datum	NOUN
fcis-6351	92	25	or	or	CCONJ
fcis-6351	92	26	data	datum	NOUN
fcis-6351	92	27	with	with	ADP
fcis-6351	92	28	low	low	ADJ
fcis-6351	92	29	integrity	integrity	NOUN
fcis-6351	92	30	—	—	PUNCT
fcis-6351	92	31	grey	grey	ADJ
fcis-6351	92	32	system	system	NOUN
fcis-6351	92	33	theory	theory	NOUN
fcis-6351	92	34	[	[	X
fcis-6351	92	35	14	14	NUM
fcis-6351	92	36	]	]	PUNCT
fcis-6351	92	37	,	,	PUNCT
fcis-6351	92	38	which	which	PRON
fcis-6351	92	39	fully	fully	ADV
fcis-6351	92	40	excavates	excavate	VERB
fcis-6351	92	41	the	the	DET
fcis-6351	92	42	essence	essence	NOUN
fcis-6351	92	43	of	of	ADP
fcis-6351	92	44	data	datum	NOUN
fcis-6351	92	45	through	through	ADP
fcis-6351	92	46	differential	differential	ADJ
fcis-6351	92	47	equations	equation	NOUN
fcis-6351	92	48	,	,	PUNCT
fcis-6351	92	49	has	have	VERB
fcis-6351	92	50	a	a	DET
fcis-6351	92	51	very	very	ADV
fcis-6351	92	52	significant	significant	ADJ
fcis-6351	92	53	effect	effect	NOUN
fcis-6351	92	54	.	.	PUNCT
fcis-6351	93	1	before	before	ADP
fcis-6351	93	2	establishing	establish	VERB
fcis-6351	93	3	the	the	DET
fcis-6351	93	4	grey	grey	ADJ
fcis-6351	93	5	prediction	prediction	NOUN
fcis-6351	93	6	model	model	NOUN
fcis-6351	93	7	gm	gm	PROPN
fcis-6351	93	8	(	(	PUNCT
fcis-6351	93	9	1,1	1,1	NUM
fcis-6351	93	10	)	)	PUNCT
fcis-6351	93	11	,	,	PUNCT
fcis-6351	93	12	it	it	PRON
fcis-6351	93	13	is	be	AUX
fcis-6351	93	14	necessary	necessary	ADJ
fcis-6351	93	15	to	to	PART
fcis-6351	93	16	carry	carry	VERB
fcis-6351	93	17	out	out	ADP
fcis-6351	93	18	rank	rank	PROPN
fcis-6351	93	19	comparison	comparison	NOUN
fcis-6351	93	20	test	test	NOUN
fcis-6351	93	21	on	on	ADP
fcis-6351	93	22	the	the	DET
fcis-6351	93	23	time	time	NOUN
fcis-6351	93	24	series	series	PROPN
fcis-6351	93	25	data	data	PROPN
fcis-6351	93	26	.	.	PUNCT
fcis-6351	94	1	the	the	DET
fcis-6351	94	2	purpose	purpose	NOUN
fcis-6351	94	3	of	of	ADP
fcis-6351	94	4	this	this	DET
fcis-6351	94	5	step	step	NOUN
fcis-6351	94	6	is	be	AUX
fcis-6351	94	7	to	to	PART
fcis-6351	94	8	verify	verify	VERB
fcis-6351	94	9	whether	whether	SCONJ
fcis-6351	94	10	the	the	DET
fcis-6351	94	11	time	time	NOUN
fcis-6351	94	12	series	series	PROPN
fcis-6351	94	13	data	data	PROPN
fcis-6351	94	14	has	have	VERB
fcis-6351	94	15	suitable	suitable	ADJ
fcis-6351	94	16	regularity	regularity	NOUN
fcis-6351	94	17	,	,	PUNCT
fcis-6351	94	18	so	so	SCONJ
fcis-6351	94	19	as	as	SCONJ
fcis-6351	94	20	to	to	PART
fcis-6351	94	21	judge	judge	VERB
fcis-6351	94	22	whether	whether	SCONJ
fcis-6351	94	23	a	a	DET
fcis-6351	94	24	satisfactory	satisfactory	ADJ
fcis-6351	94	25	model	model	NOUN
fcis-6351	94	26	can	can	AUX
fcis-6351	94	27	be	be	AUX
fcis-6351	94	28	obtained	obtain	VERB
fcis-6351	94	29	.	.	PUNCT
fcis-6351	95	1	according	accord	VERB
fcis-6351	95	2	to	to	ADP
fcis-6351	95	3	the	the	DET
fcis-6351	95	4	actual	actual	ADJ
fcis-6351	95	5	value	value	NOUN
fcis-6351	95	6	of	of	ADP
fcis-6351	95	7	research	research	NOUN
fcis-6351	95	8	and	and	CCONJ
fcis-6351	95	9	development	development	NOUN
fcis-6351	95	10	intensity	intensity	NOUN
fcis-6351	95	11	of	of	ADP
fcis-6351	95	12	anhui	anhui	PROPN
fcis-6351	95	13	province	province	PROPN
fcis-6351	95	14	from	from	ADP
fcis-6351	95	15	2006	2006	NUM
fcis-6351	95	16	to	to	ADP
fcis-6351	95	17	2020	2020	NUM
fcis-6351	95	18	as	as	ADP
fcis-6351	95	19	the	the	DET
fcis-6351	95	20	original	original	ADJ
fcis-6351	95	21	data	datum	NOUN
fcis-6351	95	22	of	of	ADP
fcis-6351	95	23	the	the	DET
fcis-6351	95	24	model	model	NOUN
fcis-6351	95	25	,	,	PUNCT
fcis-6351	95	26	the	the	DET
fcis-6351	95	27	time	time	NOUN
fcis-6351	95	28	series	series	PROPN
fcis-6351	95	29	data	data	VERB
fcis-6351	95	30	𝑋	𝑋	PROPN
fcis-6351	95	31	=	=	SYM
fcis-6351	95	32	(	(	PUNCT
fcis-6351	95	33	𝑥1	𝑥1	NOUN
fcis-6351	95	34	,	,	PUNCT
fcis-6351	95	35	𝑥2	𝑥2	NOUN
fcis-6351	95	36	,	,	PUNCT
fcis-6351	95	37	⋯	⋯	NOUN
fcis-6351	95	38	,	,	PUNCT
fcis-6351	95	39	𝑥15	𝑥15	NOUN
fcis-6351	95	40	)	)	PUNCT
fcis-6351	95	41	is	be	AUX
fcis-6351	95	42	defined	define	VERB
fcis-6351	95	43	.	.	PUNCT
fcis-6351	96	1	according	accord	VERB
fcis-6351	96	2	to	to	ADP
fcis-6351	96	3	the	the	DET
fcis-6351	96	4	calculation	calculation	NOUN
fcis-6351	96	5	formula	formula	NOUN
fcis-6351	96	6	of	of	ADP
fcis-6351	96	7	grade	grade	NOUN
fcis-6351	96	8	ratio	ratio	NOUN
fcis-6351	96	9	𝜙(𝑡	𝜙(𝑡	PROPN
fcis-6351	96	10	)	)	PUNCT
fcis-6351	96	11	=	=	PRON
fcis-6351	97	1	𝑥𝑡−1	𝑥𝑡−1	NOUN
fcis-6351	97	2	𝑥𝑡	𝑥𝑡	ADV
fcis-6351	97	3	,	,	PUNCT
fcis-6351	97	4	𝑡	𝑡	PROPN
fcis-6351	97	5	=	=	PROPN
fcis-6351	97	6	2,3,⋯	2,3,⋯	NUM
fcis-6351	97	7	,	,	PUNCT
fcis-6351	97	8	15	15	NUM
fcis-6351	97	9	,	,	PUNCT
fcis-6351	97	10	(	(	PUNCT
fcis-6351	97	11	7	7	X
fcis-6351	97	12	)	)	PUNCT
fcis-6351	97	13	calculate	calculate	NOUN
fcis-6351	97	14	all	all	DET
fcis-6351	97	15	the	the	DET
fcis-6351	97	16	grade	grade	NOUN
fcis-6351	97	17	ratios	ratio	NOUN
fcis-6351	97	18	,	,	PUNCT
fcis-6351	97	19	if	if	SCONJ
fcis-6351	97	20	all	all	DET
fcis-6351	97	21	the	the	DET
fcis-6351	97	22	grade	grade	NOUN
fcis-6351	97	23	ratios	ratio	NOUN
fcis-6351	97	24	are	be	AUX
fcis-6351	97	25	located	locate	VERB
fcis-6351	97	26	in	in	ADP
fcis-6351	97	27	the	the	DET
fcis-6351	97	28	interval	interval	NOUN
fcis-6351	97	29	(	(	PUNCT
fcis-6351	97	30	𝑒−	𝑒−	NOUN
fcis-6351	97	31	2	2	NUM
fcis-6351	97	32	𝑛+1	𝑛+1	PROPN
fcis-6351	97	33	,	,	PUNCT
fcis-6351	97	34	𝑒	𝑒	PROPN
fcis-6351	97	35	2	2	NUM
fcis-6351	97	36	𝑛+1	𝑛+1	NUM
fcis-6351	97	37	)	)	PUNCT
fcis-6351	97	38	(	(	PUNCT
fcis-6351	97	39	𝑛	𝑛	NOUN
fcis-6351	97	40	=	=	SYM
fcis-6351	97	41	15	15	NUM
fcis-6351	97	42	)	)	PUNCT
fcis-6351	97	43	,	,	PUNCT
fcis-6351	97	44	the	the	DET
fcis-6351	97	45	data	data	NOUN
fcis-6351	97	46	is	be	AUX
fcis-6351	97	47	suitable	suitable	ADJ
fcis-6351	97	48	for	for	ADP
fcis-6351	97	49	model	model	NOUN
fcis-6351	97	50	construction	construction	NOUN
fcis-6351	97	51	.	.	PUNCT
fcis-6351	98	1	the	the	DET
fcis-6351	98	2	calculation	calculation	NOUN
fcis-6351	98	3	results	result	NOUN
fcis-6351	98	4	of	of	ADP
fcis-6351	98	5	grade	grade	NOUN
fcis-6351	98	6	ratios	ratio	NOUN
fcis-6351	98	7	are	be	AUX
fcis-6351	98	8	shown	show	VERB
fcis-6351	98	9	in	in	ADP
fcis-6351	98	10	table	table	NOUN
fcis-6351	98	11	1	1	NUM
fcis-6351	98	12	.	.	PUNCT
fcis-6351	99	1	it	it	PRON
fcis-6351	99	2	can	can	AUX
fcis-6351	99	3	be	be	AUX
fcis-6351	99	4	seen	see	VERB
fcis-6351	99	5	from	from	ADP
fcis-6351	99	6	table	table	NOUN
fcis-6351	99	7	1	1	NUM
fcis-6351	99	8	that	that	SCONJ
fcis-6351	99	9	the	the	DET
fcis-6351	99	10	grade	grade	NOUN
fcis-6351	99	11	ratios	ratio	NOUN
fcis-6351	99	12	of	of	ADP
fcis-6351	99	13	the	the	DET
fcis-6351	99	14	original	original	ADJ
fcis-6351	99	15	data	datum	NOUN
fcis-6351	99	16	do	do	AUX
fcis-6351	99	17	not	not	PART
fcis-6351	99	18	all	all	PRON
fcis-6351	99	19	fall	fall	VERB
fcis-6351	99	20	within	within	ADP
fcis-6351	99	21	the	the	DET
fcis-6351	99	22	allowable	allowable	ADJ
fcis-6351	99	23	coverage	coverage	NOUN
fcis-6351	99	24	of	of	ADP
fcis-6351	99	25	the	the	DET
fcis-6351	99	26	interval	interval	NOUN
fcis-6351	99	27	,	,	PUNCT
fcis-6351	99	28	so	so	CCONJ
fcis-6351	99	29	the	the	DET
fcis-6351	99	30	original	original	ADJ
fcis-6351	99	31	data	datum	NOUN
fcis-6351	99	32	is	be	AUX
fcis-6351	99	33	shifted	shift	VERB
fcis-6351	99	34	by	by	ADP
fcis-6351	99	35	three	three	NUM
fcis-6351	99	36	units	unit	NOUN
fcis-6351	99	37	to	to	PART
fcis-6351	99	38	obtain	obtain	VERB
fcis-6351	99	39	a	a	DET
fcis-6351	99	40	new	new	ADJ
fcis-6351	99	41	sequence	sequence	NOUN
fcis-6351	99	42	𝑍	𝑍	NOUN
fcis-6351	99	43	=	=	SYM
fcis-6351	99	44	(	(	PUNCT
fcis-6351	99	45	𝑧1	𝑧1	PROPN
fcis-6351	99	46	,	,	PUNCT
fcis-6351	99	47	𝑧2	𝑧2	NOUN
fcis-6351	99	48	,	,	PUNCT
fcis-6351	99	49	⋯	⋯	PROPN
fcis-6351	99	50	,	,	PUNCT
fcis-6351	99	51	𝑧15	𝑧15	PROPN
fcis-6351	99	52	)	)	PUNCT
fcis-6351	99	53	=	=	SYM
fcis-6351	100	1	(	(	PUNCT
fcis-6351	100	2	𝑥1	𝑥1	NOUN
fcis-6351	100	3	+	+	NOUN
fcis-6351	100	4	3	3	NUM
fcis-6351	100	5	,	,	PUNCT
fcis-6351	100	6	𝑥2	𝑥2	NOUN
fcis-6351	100	7	+	+	CCONJ
fcis-6351	100	8	3,⋯	3,⋯	NUM
fcis-6351	100	9	,	,	PUNCT
fcis-6351	100	10	𝑥15	𝑥15	ADJ
fcis-6351	100	11	+	+	CCONJ
fcis-6351	100	12	3	3	NUM
fcis-6351	100	13	)	)	PUNCT
fcis-6351	100	14	.	.	PUNCT
fcis-6351	101	1	we	we	PRON
fcis-6351	101	2	can	can	AUX
fcis-6351	101	3	get	get	VERB
fcis-6351	101	4	that	that	SCONJ
fcis-6351	101	5	all	all	DET
fcis-6351	101	6	the	the	DET
fcis-6351	101	7	grade	grade	NOUN
fcis-6351	101	8	ratios	ratio	NOUN
fcis-6351	101	9	of	of	ADP
fcis-6351	101	10	the	the	DET
fcis-6351	101	11	translation	translation	NOUN
fcis-6351	101	12	-	-	PUNCT
fcis-6351	101	13	transformed	transform	VERB
fcis-6351	101	14	series	series	NOUN
fcis-6351	101	15	are	be	AUX
fcis-6351	101	16	located	locate	VERB
fcis-6351	101	17	in	in	ADP
fcis-6351	101	18	the	the	DET
fcis-6351	101	19	interval	interval	NOUN
fcis-6351	101	20	(	(	PUNCT
fcis-6351	101	21	0.882,1.133	0.882,1.133	PROPN
fcis-6351	101	22	)	)	PUNCT
fcis-6351	101	23	,	,	PUNCT
fcis-6351	101	24	indicating	indicate	VERB
fcis-6351	101	25	that	that	SCONJ
fcis-6351	101	26	the	the	DET
fcis-6351	101	27	translation	translation	NOUN
fcis-6351	101	28	-	-	PUNCT
fcis-6351	101	29	transformated	transformate	VERB
fcis-6351	101	30	series	series	NOUN
fcis-6351	101	31	are	be	AUX
fcis-6351	101	32	suitable	suitable	ADJ
fcis-6351	101	33	for	for	ADP
fcis-6351	101	34	building	build	VERB
fcis-6351	101	35	the	the	DET
fcis-6351	101	36	grey	grey	PROPN
fcis-6351	101	37	forecasting	forecasting	NOUN
fcis-6351	101	38	models	model	NOUN
fcis-6351	101	39	.	.	PUNCT
fcis-6351	102	1	the	the	DET
fcis-6351	102	2	time	time	NOUN
fcis-6351	102	3	series	series	PROPN
fcis-6351	102	4	data	data	PROPN
fcis-6351	102	5	𝑍	𝑍	PROPN
fcis-6351	102	6	=	=	SYM
fcis-6351	102	7	(	(	PUNCT
fcis-6351	102	8	𝑧1	𝑧1	PROPN
fcis-6351	102	9	,	,	PUNCT
fcis-6351	102	10	𝑧2	𝑧2	NOUN
fcis-6351	102	11	,	,	PUNCT
fcis-6351	102	12	⋯	⋯	PROPN
fcis-6351	102	13	,	,	PUNCT
fcis-6351	102	14	𝑧15	𝑧15	PROPN
fcis-6351	102	15	)	)	PUNCT
fcis-6351	102	16	is	be	AUX
fcis-6351	102	17	accumulated	accumulate	VERB
fcis-6351	102	18	once	once	ADV
fcis-6351	102	19	to	to	PART
fcis-6351	102	20	generate	generate	VERB
fcis-6351	102	21	a	a	DET
fcis-6351	102	22	sequence	sequence	NOUN
fcis-6351	102	23	𝑌	𝑌	PROPN
fcis-6351	102	24	=	=	SYM
fcis-6351	102	25	(	(	PUNCT
fcis-6351	102	26	𝑦1	𝑦1	PROPN
fcis-6351	102	27	,	,	PUNCT
fcis-6351	102	28	𝑦2	𝑦2	NOUN
fcis-6351	102	29	,	,	PUNCT
fcis-6351	102	30	⋯	⋯	PROPN
fcis-6351	102	31	,	,	PUNCT
fcis-6351	102	32	𝑦15	𝑦15	NOUN
fcis-6351	102	33	)	)	PUNCT
fcis-6351	102	34	,	,	PUNCT
fcis-6351	102	35	an	an	DET
fcis-6351	102	36	0	0	NUM
fcis-6351	102	37	0.5	0.5	NUM
fcis-6351	102	38	1	1	NUM
fcis-6351	102	39	1.5	1.5	NUM
fcis-6351	102	40	2	2	NUM
fcis-6351	102	41	2.5	2.5	NUM
fcis-6351	102	42	2006	2006	NUM
fcis-6351	102	43	2007	2007	NUM
fcis-6351	102	44	2008	2008	NUM
fcis-6351	102	45	2009	2009	NUM
fcis-6351	102	46	2010	2010	NUM
fcis-6351	102	47	2011	2011	NUM
fcis-6351	102	48	2012	2012	NUM
fcis-6351	102	49	2013	2013	NUM
fcis-6351	102	50	2014	2014	NUM
fcis-6351	102	51	2015	2015	NUM
fcis-6351	102	52	2016	2016	NUM
fcis-6351	102	53	2017	2017	NUM
fcis-6351	102	54	2018	2018	NUM
fcis-6351	102	55	2019	2019	NUM
fcis-6351	102	56	2020	2020	NUM
fcis-6351	102	57	r	r	NOUN
fcis-6351	102	58	&	&	CCONJ
fcis-6351	102	59	d	d	NOUN
fcis-6351	102	60	i	i	PROPN
fcis-6351	102	61	n	n	VERB
fcis-6351	102	62	t	t	X
fcis-6351	102	63	e	e	X
fcis-6351	102	64	n	n	CCONJ
fcis-6351	102	65	si	si	PROPN
fcis-6351	102	66	t	t	PROPN
fcis-6351	102	67	y	y	PROPN
fcis-6351	102	68	(	(	PUNCT
fcis-6351	102	69	%	%	NOUN
fcis-6351	102	70	)	)	PUNCT
fcis-6351	102	71	year	year	NOUN
fcis-6351	102	72	141	141	NUM
fcis-6351	102	73	accumulation	accumulation	NOUN
fcis-6351	102	74	matrix	matrix	NOUN
fcis-6351	102	75			NOUN
fcis-6351	103	1			PROPN
fcis-6351	104	1			PUNCT
fcis-6351	104	2			PUNCT
fcis-6351	105	1			PUNCT
fcis-6351	105	2			NOUN
fcis-6351	105	3			PROPN
fcis-6351	105	4			PROPN
fcis-6351	105	5			X
fcis-6351	105	6			NOUN
fcis-6351	105	7			NOUN
fcis-6351	105	8			NOUN
fcis-6351	105	9			NOUN
fcis-6351	105	10			NOUN
fcis-6351	105	11			NOUN
fcis-6351	105	12			NOUN
fcis-6351	105	13			VERB
fcis-6351	105	14			PROPN
fcis-6351	105	15	+	+	NOUN
fcis-6351	105	16	−	−	NOUN
fcis-6351	105	17	+	+	NOUN
fcis-6351	105	18	−	−	NOUN
fcis-6351	106	1	+	+	ADJ
fcis-6351	106	2	−	−	NOUN
fcis-6351	106	3	=	=	SYM
fcis-6351	106	4	1	1	NUM
fcis-6351	106	5	)	)	PUNCT
fcis-6351	106	6	(	(	PUNCT
fcis-6351	106	7	2	2	NUM
fcis-6351	106	8	1	1	NUM
fcis-6351	106	9	1	1	NUM
fcis-6351	106	10	)	)	PUNCT
fcis-6351	106	11	(	(	PUNCT
fcis-6351	106	12	2	2	NUM
fcis-6351	106	13	1	1	NUM
fcis-6351	106	14	1	1	NUM
fcis-6351	106	15	)	)	PUNCT
fcis-6351	106	16	(	(	PUNCT
fcis-6351	106	17	2	2	NUM
fcis-6351	106	18	1	1	NUM
fcis-6351	106	19	1514	1514	NUM
fcis-6351	106	20	32	32	NUM
fcis-6351	106	21	21	21	NUM
fcis-6351	106	22	yy	yy	NOUN
fcis-6351	106	23	yy	yy	INTJ
fcis-6351	107	1	yy	yy	PROPN
fcis-6351	107	2	b	b	PROPN
fcis-6351	107	3			PRON
fcis-6351	107	4	and	and	CCONJ
fcis-6351	107	5	s	s	VERB
fcis-6351	107	6	constant	constant	ADJ
fcis-6351	107	7	vector	vector	NOUN
fcis-6351	107	8	𝐿	𝐿	NOUN
fcis-6351	107	9	=	=	SYM
fcis-6351	107	10	(	(	PUNCT
fcis-6351	107	11	𝑧2	𝑧2	PROPN
fcis-6351	107	12	,	,	PUNCT
fcis-6351	107	13	𝑧3	𝑧3	ADJ
fcis-6351	107	14	,	,	PUNCT
fcis-6351	107	15	𝑧4	𝑧4	PROPN
fcis-6351	107	16	,	,	PUNCT
fcis-6351	107	17	⋯	⋯	PROPN
fcis-6351	107	18	,	,	PUNCT
fcis-6351	107	19	𝑧15	𝑧15	PROPN
fcis-6351	107	20	)	)	PUNCT
fcis-6351	107	21	𝑇	𝑇	PROPN
fcis-6351	107	22	are	be	AUX
fcis-6351	107	23	constructed	construct	VERB
fcis-6351	107	24	.	.	PUNCT
fcis-6351	108	1	use	use	VERB
fcis-6351	108	2	ols	ol	NOUN
fcis-6351	108	3	method	method	NOUN
fcis-6351	108	4	to	to	PART
fcis-6351	108	5	calculate	calculate	VERB
fcis-6351	108	6	parameters	parameter	NOUN
fcis-6351	108	7	.	.	PUNCT
fcis-6351	108	8	)	)	PUNCT
fcis-6351	109	1	(	(	PUNCT
fcis-6351	109	2	1	1	NUM
fcis-6351	109	3	lbbb	lbbb	VERB
fcis-6351	109	4	tt	tt	PROPN
fcis-6351	109	5	−	−	NOUN
fcis-6351	109	6			PROPN
fcis-6351	109	7	=	=	SYM
fcis-6351	109	8			PROPN
fcis-6351	109	9			PROPN
fcis-6351	109	10			X
fcis-6351	109	11			NOUN
fcis-6351	109	12			VERB
fcis-6351	109	13			PROPN
fcis-6351	109	14	=	=	NOUN
fcis-6351	109	15			NOUN
fcis-6351	109	16			X
fcis-6351	109	17			X
fcis-6351	109	18	(	(	PUNCT
fcis-6351	109	19	8)	8)	NUM
fcis-6351	109	20	by	by	ADP
fcis-6351	109	21	calculating	calculate	VERB
fcis-6351	109	22	the	the	DET
fcis-6351	109	23	coefficient	coefficient	NOUN
fcis-6351	109	24	𝛼	𝛼	NOUN
fcis-6351	109	25	=	=	NOUN
fcis-6351	109	26	−0.019	−0.019	PROPN
fcis-6351	109	27	,	,	PUNCT
fcis-6351	109	28	𝜇	𝜇	ADP
fcis-6351	109	29	=	=	PROPN
fcis-6351	109	30	4.029	4.029	NUM
fcis-6351	109	31	with	with	ADP
fcis-6351	109	32	spsspro	spsspro	ADJ
fcis-6351	109	33	software	software	NOUN
fcis-6351	109	34	,	,	PUNCT
fcis-6351	109	35	the	the	DET
fcis-6351	109	36	prediction	prediction	NOUN
fcis-6351	109	37	formula	formula	NOUN
fcis-6351	109	38	of	of	ADP
fcis-6351	109	39	accumulating	accumulate	VERB
fcis-6351	109	40	sequence	sequence	NOUN
fcis-6351	109	41	𝑌	𝑌	PROPN
fcis-6351	109	42	is	be	AUX
fcis-6351	109	43	𝑦𝑡+1	𝑦𝑡+1	NOUN
fcis-6351	109	44	∧	∧	PROPN
fcis-6351	109	45	=	=	SYM
fcis-6351	109	46	216.013𝑒0.019𝑡	216.013𝑒0.019𝑡	PROPN
fcis-6351	109	47	−	−	ADP
fcis-6351	109	48	212.053	212.053	NUM
fcis-6351	109	49	.	.	PUNCT
fcis-6351	110	1	according	accord	VERB
fcis-6351	110	2	to	to	ADP
fcis-6351	110	3	which	which	PRON
fcis-6351	110	4	the	the	DET
fcis-6351	110	5	model	model	NOUN
fcis-6351	110	6	prediction	prediction	NOUN
fcis-6351	110	7	value	value	NOUN
fcis-6351	110	8	and	and	CCONJ
fcis-6351	110	9	prediction	prediction	NOUN
fcis-6351	110	10	accuracy	accuracy	NOUN
fcis-6351	110	11	of	of	ADP
fcis-6351	110	12	grey	grey	ADJ
fcis-6351	110	13	prediction	prediction	NOUN
fcis-6351	110	14	model	model	NOUN
fcis-6351	110	15	gm	gm	PROPN
fcis-6351	110	16	(	(	PUNCT
fcis-6351	110	17	1,1	1,1	NUM
fcis-6351	110	18	)	)	PUNCT
fcis-6351	110	19	are	be	AUX
fcis-6351	110	20	shown	show	VERB
fcis-6351	110	21	in	in	ADP
fcis-6351	110	22	table	table	NOUN
fcis-6351	110	23	4	4	NUM
fcis-6351	110	24	.	.	PUNCT
fcis-6351	111	1	it	it	PRON
fcis-6351	111	2	can	can	AUX
fcis-6351	111	3	be	be	AUX
fcis-6351	111	4	seen	see	VERB
fcis-6351	111	5	from	from	ADP
fcis-6351	111	6	table	table	NOUN
fcis-6351	111	7	4	4	NUM
fcis-6351	111	8	that	that	SCONJ
fcis-6351	111	9	the	the	DET
fcis-6351	111	10	posterior	posterior	ADJ
fcis-6351	111	11	difference	difference	NOUN
fcis-6351	111	12	ratio	ratio	NOUN
fcis-6351	111	13	𝐶	𝐶	PROPN
fcis-6351	111	14	of	of	ADP
fcis-6351	111	15	the	the	DET
fcis-6351	111	16	model	model	NOUN
fcis-6351	111	17	0.082	0.082	NUM
fcis-6351	111	18	,	,	PUNCT
fcis-6351	111	19	and	and	CCONJ
fcis-6351	111	20	the	the	DET
fcis-6351	111	21	average	average	ADJ
fcis-6351	111	22	relative	relative	ADJ
fcis-6351	111	23	error	error	NOUN
fcis-6351	111	24	is	be	AUX
fcis-6351	111	25	6.347	6.347	NUM
fcis-6351	111	26	%	%	NOUN
fcis-6351	111	27	,	,	PUNCT
fcis-6351	111	28	which	which	PRON
fcis-6351	111	29	means	mean	VERB
fcis-6351	111	30	that	that	SCONJ
fcis-6351	111	31	the	the	DET
fcis-6351	111	32	model	model	NOUN
fcis-6351	111	33	has	have	VERB
fcis-6351	111	34	high	high	ADJ
fcis-6351	111	35	precision	precision	NOUN
fcis-6351	111	36	and	and	CCONJ
fcis-6351	111	37	good	good	ADJ
fcis-6351	111	38	fitting	fitting	ADJ
fcis-6351	111	39	effect	effect	NOUN
fcis-6351	111	40	,	,	PUNCT
fcis-6351	111	41	and	and	CCONJ
fcis-6351	111	42	is	be	AUX
fcis-6351	111	43	suitable	suitable	ADJ
fcis-6351	111	44	for	for	ADP
fcis-6351	111	45	forecasting	forecasting	NOUN
fcis-6351	111	46	by	by	ADP
fcis-6351	111	47	using	use	VERB
fcis-6351	111	48	this	this	DET
fcis-6351	111	49	model	model	NOUN
fcis-6351	111	50	.	.	PUNCT
fcis-6351	112	1	table	table	NOUN
fcis-6351	112	2	1	1	NUM
fcis-6351	112	3	.	.	PUNCT
fcis-6351	113	1	grade	grade	NOUN
fcis-6351	113	2	ratio	ratio	NOUN
fcis-6351	113	3	test	test	NOUN
fcis-6351	113	4	results	result	VERB
fcis-6351	113	5	year	year	NOUN
fcis-6351	113	6	original	original	ADJ
fcis-6351	113	7	value	value	NOUN
fcis-6351	113	8	grade	grade	NOUN
fcis-6351	113	9	ratio	ratio	NOUN
fcis-6351	113	10	serial	serial	ADJ
fcis-6351	113	11	value	value	NOUN
fcis-6351	113	12	after	after	ADP
fcis-6351	113	13	translation	translation	NOUN
fcis-6351	113	14	conversion	conversion	NOUN
fcis-6351	113	15	grade	grade	NOUN
fcis-6351	113	16	ratio	ratio	NOUN
fcis-6351	113	17	after	after	ADP
fcis-6351	113	18	translation	translation	NOUN
fcis-6351	113	19	conversion	conversion	NOUN
fcis-6351	113	20	2006	2006	NUM
fcis-6351	113	21	0.96	0.96	NUM
fcis-6351	113	22	3.96	3.96	NUM
fcis-6351	113	23	2007	2007	NUM
fcis-6351	113	24	0.99	0.99	NUM
fcis-6351	113	25	0.970	0.970	NUM
fcis-6351	113	26	3.99	3.99	NUM
fcis-6351	113	27	0.992	0.992	NUM
fcis-6351	113	28	2008	2008	NUM
fcis-6351	113	29	1.12	1.12	NUM
fcis-6351	113	30	0.884	0.884	NUM
fcis-6351	113	31	4.12	4.12	NUM
fcis-6351	113	32	0.968	0.968	NUM
fcis-6351	113	33	2009	2009	NUM
fcis-6351	113	34	1.35	1.35	NUM
fcis-6351	113	35	0.830	0.830	NUM
fcis-6351	113	36	4.35	4.35	NUM
fcis-6351	113	37	0.947	0.947	NUM
fcis-6351	113	38	2010	2010	NUM
fcis-6351	113	39	1.32	1.32	NUM
fcis-6351	113	40	1.023	1.023	NUM
fcis-6351	113	41	4.32	4.32	NUM
fcis-6351	113	42	1.007	1.007	NUM
fcis-6351	113	43	2011	2011	NUM
fcis-6351	113	44	1.40	1.40	NUM
fcis-6351	113	45	0.943	0.943	NUM
fcis-6351	113	46	4.40	4.40	NUM
fcis-6351	113	47	0.982	0.982	NUM
fcis-6351	113	48	2012	2012	NUM
fcis-6351	113	49	1.64	1.64	NUM
fcis-6351	113	50	0.854	0.854	NUM
fcis-6351	113	51	4.64	4.64	NUM
fcis-6351	113	52	0.948	0.948	NUM
fcis-6351	113	53	2013	2013	NUM
fcis-6351	113	54	1.83	1.83	NUM
fcis-6351	113	55	0.896	0.896	NUM
fcis-6351	113	56	4.83	4.83	NUM
fcis-6351	113	57	0.961	0.961	NUM
fcis-6351	113	58	2014	2014	NUM
fcis-6351	113	59	1.89	1.89	NUM
fcis-6351	113	60	0.968	0.968	NUM
fcis-6351	113	61	4.89	4.89	NUM
fcis-6351	113	62	0.988	0.988	NUM
fcis-6351	113	63	2015	2015	NUM
fcis-6351	113	64	1.96	1.96	NUM
fcis-6351	113	65	0.964	0.964	NUM
fcis-6351	113	66	4.96	4.96	NUM
fcis-6351	113	67	0.986	0.986	NUM
fcis-6351	113	68	2016	2016	NUM
fcis-6351	113	69	1.97	1.97	NUM
fcis-6351	113	70	0.995	0.995	NUM
fcis-6351	113	71	4.97	4.97	NUM
fcis-6351	113	72	0.998	0.998	NUM
fcis-6351	113	73	2017	2017	NUM
fcis-6351	113	74	2.09	2.09	NUM
fcis-6351	113	75	0.943	0.943	NUM
fcis-6351	113	76	5.09	5.09	NUM
fcis-6351	113	77	0.976	0.976	NUM
fcis-6351	113	78	2018	2018	NUM
fcis-6351	113	79	1.91	1.91	NUM
fcis-6351	113	80	1.094	1.094	NUM
fcis-6351	113	81	4.91	4.91	NUM
fcis-6351	113	82	1.037	1.037	NUM
fcis-6351	113	83	2019	2019	NUM
fcis-6351	113	84	2.03	2.03	NUM
fcis-6351	113	85	0.941	0.941	NUM
fcis-6351	113	86	5.03	5.03	NUM
fcis-6351	113	87	0.976	0.976	NUM
fcis-6351	113	88	2020	2020	NUM
fcis-6351	113	89	2.28	2.28	NUM
fcis-6351	113	90	0.890	0.890	NUM
fcis-6351	113	91	5.28	5.28	NUM
fcis-6351	113	92	0.953	0.953	NUM
fcis-6351	113	93	3.2.2	3.2.2	NUM
fcis-6351	113	94	.	.	PUNCT
fcis-6351	114	1	arima	arima	PROPN
fcis-6351	114	2	prediction	prediction	NOUN
fcis-6351	114	3	model	model	NOUN
fcis-6351	114	4	arima	arima	PROPN
fcis-6351	114	5	model	model	NOUN
fcis-6351	114	6	,	,	PUNCT
fcis-6351	114	7	also	also	ADV
fcis-6351	114	8	called	call	VERB
fcis-6351	114	9	autoregressive	autoregressive	ADJ
fcis-6351	114	10	moving	move	VERB
fcis-6351	114	11	average	average	ADJ
fcis-6351	114	12	model	model	NOUN
fcis-6351	114	13	,	,	PUNCT
fcis-6351	114	14	is	be	AUX
fcis-6351	114	15	widely	widely	ADV
fcis-6351	114	16	used	use	VERB
fcis-6351	114	17	to	to	PART
fcis-6351	114	18	analyze	analyze	VERB
fcis-6351	114	19	various	various	ADJ
fcis-6351	114	20	types	type	NOUN
fcis-6351	114	21	of	of	ADP
fcis-6351	114	22	time	time	NOUN
fcis-6351	114	23	series	series	PROPN
fcis-6351	114	24	data	datum	NOUN
fcis-6351	114	25	and	and	CCONJ
fcis-6351	114	26	to	to	PART
fcis-6351	114	27	model	model	VERB
fcis-6351	114	28	and	and	CCONJ
fcis-6351	114	29	predict	predict	VERB
fcis-6351	114	30	.	.	PUNCT
fcis-6351	115	1	the	the	DET
fcis-6351	115	2	adf	adf	PROPN
fcis-6351	115	3	test	test	NOUN
fcis-6351	115	4	results	result	NOUN
fcis-6351	115	5	of	of	ADP
fcis-6351	115	6	the	the	DET
fcis-6351	115	7	model	model	NOUN
fcis-6351	115	8	are	be	AUX
fcis-6351	115	9	obtained	obtain	VERB
fcis-6351	115	10	through	through	ADP
fcis-6351	115	11	spss	spss	PROPN
fcis-6351	115	12	software	software	NOUN
fcis-6351	115	13	processing	processing	NOUN
fcis-6351	115	14	,	,	PUNCT
fcis-6351	115	15	as	as	SCONJ
fcis-6351	115	16	shown	show	VERB
fcis-6351	115	17	in	in	ADP
fcis-6351	115	18	table	table	NOUN
fcis-6351	115	19	2	2	NUM
fcis-6351	115	20	.	.	PUNCT
fcis-6351	115	21	when	when	SCONJ
fcis-6351	115	22	the	the	DET
fcis-6351	115	23	difference	difference	NOUN
fcis-6351	115	24	is	be	AUX
fcis-6351	115	25	0	0	NUM
fcis-6351	115	26	order	order	NOUN
fcis-6351	115	27	,	,	PUNCT
fcis-6351	115	28	the	the	DET
fcis-6351	115	29	significance	significance	NOUN
fcis-6351	115	30	𝑃	𝑃	NOUN
fcis-6351	115	31	value	value	NOUN
fcis-6351	115	32	is	be	AUX
fcis-6351	115	33	0.832	0.832	NUM
fcis-6351	115	34	,	,	PUNCT
fcis-6351	115	35	which	which	PRON
fcis-6351	115	36	does	do	AUX
fcis-6351	115	37	not	not	PART
fcis-6351	115	38	show	show	VERB
fcis-6351	115	39	significance	significance	NOUN
fcis-6351	115	40	horizontally	horizontally	ADV
fcis-6351	115	41	,	,	PUNCT
fcis-6351	115	42	so	so	ADV
fcis-6351	115	43	the	the	DET
fcis-6351	115	44	original	original	ADJ
fcis-6351	115	45	hypothesis	hypothesis	NOUN
fcis-6351	115	46	that	that	PRON
fcis-6351	115	47	the	the	DET
fcis-6351	115	48	series	series	NOUN
fcis-6351	115	49	is	be	AUX
fcis-6351	115	50	unstable	unstable	ADJ
fcis-6351	115	51	time	time	NOUN
fcis-6351	115	52	series	series	NOUN
fcis-6351	115	53	can	can	AUX
fcis-6351	115	54	not	not	PART
fcis-6351	115	55	be	be	AUX
fcis-6351	115	56	rejected	reject	VERB
fcis-6351	115	57	.	.	PUNCT
fcis-6351	116	1	when	when	SCONJ
fcis-6351	116	2	the	the	DET
fcis-6351	116	3	difference	difference	NOUN
fcis-6351	116	4	is	be	AUX
fcis-6351	116	5	1	1	NUM
fcis-6351	116	6	order	order	NOUN
fcis-6351	116	7	,	,	PUNCT
fcis-6351	116	8	the	the	DET
fcis-6351	116	9	significance	significance	NOUN
fcis-6351	116	10	𝑃	𝑃	NOUN
fcis-6351	116	11	value	value	NOUN
fcis-6351	116	12	is	be	AUX
fcis-6351	116	13	0.012	0.012	NUM
fcis-6351	116	14	,	,	PUNCT
fcis-6351	116	15	showing	show	VERB
fcis-6351	116	16	significance	significance	NOUN
fcis-6351	116	17	at	at	ADP
fcis-6351	116	18	the	the	DET
fcis-6351	116	19	5	5	NUM
fcis-6351	116	20	%	%	NOUN
fcis-6351	116	21	significance	significance	NOUN
fcis-6351	116	22	level	level	NOUN
fcis-6351	116	23	,	,	PUNCT
fcis-6351	116	24	so	so	CCONJ
fcis-6351	116	25	the	the	DET
fcis-6351	116	26	original	original	ADJ
fcis-6351	116	27	hypothesis	hypothesis	NOUN
fcis-6351	116	28	is	be	AUX
fcis-6351	116	29	rejected	reject	VERB
fcis-6351	116	30	,	,	PUNCT
fcis-6351	116	31	and	and	CCONJ
fcis-6351	116	32	the	the	DET
fcis-6351	116	33	series	series	NOUN
fcis-6351	116	34	is	be	AUX
fcis-6351	116	35	a	a	DET
fcis-6351	116	36	stable	stable	ADJ
fcis-6351	116	37	time	time	NOUN
fcis-6351	116	38	series	series	NOUN
fcis-6351	116	39	.	.	PUNCT
fcis-6351	117	1	when	when	SCONJ
fcis-6351	117	2	the	the	DET
fcis-6351	117	3	difference	difference	NOUN
fcis-6351	117	4	is	be	AUX
fcis-6351	117	5	2	2	NUM
fcis-6351	117	6	order	order	NOUN
fcis-6351	117	7	,	,	PUNCT
fcis-6351	117	8	the	the	DET
fcis-6351	117	9	significance	significance	NOUN
fcis-6351	117	10	𝑃	𝑃	NOUN
fcis-6351	117	11	value	value	NOUN
fcis-6351	117	12	is	be	AUX
fcis-6351	117	13	0.000	0.000	NUM
fcis-6351	117	14	,	,	PUNCT
fcis-6351	117	15	showing	show	VERB
fcis-6351	117	16	significance	significance	NOUN
fcis-6351	117	17	at	at	ADP
fcis-6351	117	18	the	the	DET
fcis-6351	117	19	significance	significance	NOUN
fcis-6351	117	20	level	level	NOUN
fcis-6351	117	21	of	of	ADP
fcis-6351	117	22	1	1	NUM
fcis-6351	117	23	%	%	NOUN
fcis-6351	117	24	,	,	PUNCT
fcis-6351	117	25	so	so	CCONJ
fcis-6351	117	26	the	the	DET
fcis-6351	117	27	original	original	ADJ
fcis-6351	117	28	hypothesis	hypothesis	NOUN
fcis-6351	117	29	is	be	AUX
fcis-6351	117	30	rejected	reject	VERB
fcis-6351	117	31	,	,	PUNCT
fcis-6351	117	32	and	and	CCONJ
fcis-6351	117	33	the	the	DET
fcis-6351	117	34	series	series	NOUN
fcis-6351	117	35	is	be	AUX
fcis-6351	117	36	a	a	DET
fcis-6351	117	37	stable	stable	ADJ
fcis-6351	117	38	time	time	NOUN
fcis-6351	117	39	series	series	NOUN
fcis-6351	117	40	.	.	PUNCT
fcis-6351	118	1	then	then	ADV
fcis-6351	118	2	judge	judge	VERB
fcis-6351	118	3	whether	whether	SCONJ
fcis-6351	118	4	the	the	DET
fcis-6351	118	5	differential	differential	ADJ
fcis-6351	118	6	sequence	sequence	NOUN
fcis-6351	118	7	is	be	AUX
fcis-6351	118	8	stable	stable	ADJ
fcis-6351	118	9	by	by	ADP
fcis-6351	118	10	looking	look	VERB
fcis-6351	118	11	at	at	ADP
fcis-6351	118	12	the	the	DET
fcis-6351	118	13	differential	differential	ADJ
fcis-6351	118	14	sequence	sequence	NOUN
fcis-6351	118	15	diagram	diagram	NOUN
fcis-6351	118	16	.	.	PUNCT
fcis-6351	119	1	at	at	ADP
fcis-6351	119	2	the	the	DET
fcis-6351	119	3	same	same	ADJ
fcis-6351	119	4	time	time	NOUN
fcis-6351	119	5	,	,	PUNCT
fcis-6351	119	6	the	the	DET
fcis-6351	119	7	autocorrelation	autocorrelation	NOUN
fcis-6351	119	8	and	and	CCONJ
fcis-6351	119	9	partial	partial	ADJ
fcis-6351	119	10	autocorrelation	autocorrelation	NOUN
fcis-6351	119	11	analysis	analysis	NOUN
fcis-6351	119	12	are	be	AUX
fcis-6351	119	13	carried	carry	VERB
fcis-6351	119	14	out	out	ADP
fcis-6351	119	15	on	on	ADP
fcis-6351	119	16	the	the	DET
fcis-6351	119	17	time	time	NOUN
fcis-6351	119	18	series	series	NOUN
fcis-6351	119	19	,	,	PUNCT
fcis-6351	119	20	and	and	CCONJ
fcis-6351	119	21	estimate	estimate	VERB
fcis-6351	119	22	the	the	DET
fcis-6351	119	23	model	model	NOUN
fcis-6351	119	24	's	's	PART
fcis-6351	119	25	p	p	NOUN
fcis-6351	119	26	and	and	CCONJ
fcis-6351	119	27	q	q	PROPN
fcis-6351	119	28	values	value	NOUN
fcis-6351	119	29	according	accord	VERB
fcis-6351	119	30	to	to	ADP
fcis-6351	119	31	the	the	DET
fcis-6351	119	32	truncation	truncation	NOUN
fcis-6351	119	33	and	and	CCONJ
fcis-6351	119	34	trailing	trailing	NOUN
fcis-6351	119	35	of	of	ADP
fcis-6351	119	36	acf	acf	PROPN
fcis-6351	119	37	and	and	CCONJ
fcis-6351	119	38	pacf	pacf	NOUN
fcis-6351	119	39	diagrams	diagram	NOUN
fcis-6351	119	40	.	.	PUNCT
fcis-6351	120	1	the	the	DET
fcis-6351	120	2	arima	arima	PROPN
fcis-6351	120	3	(	(	PUNCT
fcis-6351	120	4	1,1,2	1,1,2	NUM
fcis-6351	120	5	)	)	PUNCT
fcis-6351	120	6	prediction	prediction	NOUN
fcis-6351	120	7	model	model	NOUN
fcis-6351	120	8	is	be	AUX
fcis-6351	120	9	finally	finally	ADV
fcis-6351	120	10	established	establish	VERB
fcis-6351	120	11	by	by	ADP
fcis-6351	120	12	combining	combine	VERB
fcis-6351	120	13	the	the	DET
fcis-6351	120	14	model	model	ADJ
fcis-6351	120	15	comparison	comparison	NOUN
fcis-6351	120	16	of	of	ADP
fcis-6351	120	17	aic	aic	PROPN
fcis-6351	120	18	information	information	NOUN
fcis-6351	120	19	criteria	criterion	NOUN
fcis-6351	120	20	.	.	PUNCT
fcis-6351	121	1	arima	arima	PROPN
fcis-6351	121	2	model	model	NOUN
fcis-6351	121	3	requires	require	VERB
fcis-6351	121	4	that	that	SCONJ
fcis-6351	121	5	the	the	DET
fcis-6351	121	6	model	model	NOUN
fcis-6351	121	7	has	have	VERB
fcis-6351	121	8	pure	pure	ADJ
fcis-6351	121	9	randomness	randomness	NOUN
fcis-6351	121	10	,	,	PUNCT
fcis-6351	121	11	that	that	ADV
fcis-6351	121	12	is	is	ADV
fcis-6351	121	13	,	,	PUNCT
fcis-6351	121	14	the	the	DET
fcis-6351	121	15	residual	residual	ADJ
fcis-6351	121	16	error	error	NOUN
fcis-6351	121	17	of	of	ADP
fcis-6351	121	18	the	the	DET
fcis-6351	121	19	model	model	NOUN
fcis-6351	121	20	is	be	AUX
fcis-6351	121	21	white	white	ADJ
fcis-6351	121	22	noise	noise	NOUN
fcis-6351	121	23	.	.	PUNCT
fcis-6351	122	1	the	the	DET
fcis-6351	122	2	residual	residual	ADJ
fcis-6351	122	3	error	error	NOUN
fcis-6351	122	4	of	of	ADP
fcis-6351	122	5	the	the	DET
fcis-6351	122	6	model	model	NOUN
fcis-6351	122	7	can	can	AUX
fcis-6351	122	8	be	be	AUX
fcis-6351	122	9	tested	test	VERB
fcis-6351	122	10	by	by	ADP
fcis-6351	122	11	calculating	calculate	VERB
fcis-6351	122	12	the	the	DET
fcis-6351	122	13	𝑃	𝑃	NOUN
fcis-6351	122	14	value	value	NOUN
fcis-6351	122	15	of	of	ADP
fcis-6351	122	16	the	the	DET
fcis-6351	122	17	𝑄	𝑄	PROPN
fcis-6351	122	18	statistic	statistic	NOUN
fcis-6351	122	19	of	of	ADP
fcis-6351	122	20	the	the	DET
fcis-6351	122	21	model	model	NOUN
fcis-6351	122	22	,	,	PUNCT
fcis-6351	122	23	and	and	CCONJ
fcis-6351	122	24	the	the	DET
fcis-6351	122	25	𝑃	𝑃	NOUN
fcis-6351	122	26	value	value	NOUN
fcis-6351	122	27	of	of	ADP
fcis-6351	122	28	the	the	DET
fcis-6351	122	29	statistic	statistic	ADJ
fcis-6351	122	30	𝑄6	𝑄6	NOUN
fcis-6351	122	31	obtained	obtain	VERB
fcis-6351	122	32	from	from	ADP
fcis-6351	122	33	the	the	DET
fcis-6351	122	34	calculation	calculation	NOUN
fcis-6351	122	35	result	result	NOUN
fcis-6351	122	36	is	be	AUX
fcis-6351	122	37	equal	equal	ADJ
fcis-6351	122	38	to	to	ADP
fcis-6351	122	39	0.845	0.845	NUM
fcis-6351	122	40	and	and	CCONJ
fcis-6351	122	41	greater	great	ADJ
fcis-6351	122	42	than	than	ADP
fcis-6351	122	43	0.1	0.1	NUM
fcis-6351	122	44	,	,	PUNCT
fcis-6351	122	45	so	so	SCONJ
fcis-6351	122	46	the	the	DET
fcis-6351	122	47	original	original	ADJ
fcis-6351	122	48	hypothesis	hypothesis	NOUN
fcis-6351	122	49	can	can	AUX
fcis-6351	122	50	not	not	PART
fcis-6351	122	51	be	be	AUX
fcis-6351	122	52	rejected	reject	VERB
fcis-6351	122	53	,	,	PUNCT
fcis-6351	122	54	which	which	PRON
fcis-6351	122	55	means	mean	VERB
fcis-6351	122	56	that	that	SCONJ
fcis-6351	122	57	the	the	DET
fcis-6351	122	58	residual	residual	ADJ
fcis-6351	122	59	sequence	sequence	NOUN
fcis-6351	122	60	of	of	ADP
fcis-6351	122	61	arima	arima	PROPN
fcis-6351	122	62	(	(	PUNCT
fcis-6351	122	63	1,1,2	1,1,2	NUM
fcis-6351	122	64	)	)	PUNCT
fcis-6351	122	65	model	model	NOUN
fcis-6351	122	66	does	do	AUX
fcis-6351	122	67	not	not	PART
fcis-6351	122	68	have	have	VERB
fcis-6351	122	69	autocorrelation	autocorrelation	NOUN
fcis-6351	122	70	and	and	CCONJ
fcis-6351	122	71	meets	meet	VERB
fcis-6351	122	72	the	the	DET
fcis-6351	122	73	requirements	requirement	NOUN
fcis-6351	122	74	of	of	ADP
fcis-6351	122	75	parameter	parameter	NOUN
fcis-6351	122	76	diagnosis	diagnosis	NOUN
fcis-6351	122	77	.	.	PUNCT
fcis-6351	123	1	therefore	therefore	ADV
fcis-6351	123	2	,	,	PUNCT
fcis-6351	123	3	the	the	DET
fcis-6351	123	4	arima	arima	PROPN
fcis-6351	123	5	model	model	NOUN
fcis-6351	123	6	established	establish	VERB
fcis-6351	123	7	meets	meet	VERB
fcis-6351	123	8	the	the	DET
fcis-6351	123	9	requirements	requirement	NOUN
fcis-6351	123	10	,	,	PUNCT
fcis-6351	123	11	and	and	CCONJ
fcis-6351	123	12	can	can	AUX
fcis-6351	123	13	be	be	AUX
fcis-6351	123	14	used	use	VERB
fcis-6351	123	15	for	for	ADP
fcis-6351	123	16	fitting	fitting	ADJ
fcis-6351	123	17	and	and	CCONJ
fcis-6351	123	18	prediction	prediction	NOUN
fcis-6351	123	19	.	.	PUNCT
fcis-6351	124	1	the	the	DET
fcis-6351	124	2	specific	specific	ADJ
fcis-6351	124	3	parameter	parameter	NOUN
fcis-6351	124	4	information	information	NOUN
fcis-6351	124	5	is	be	AUX
fcis-6351	124	6	shown	show	VERB
fcis-6351	124	7	in	in	ADP
fcis-6351	124	8	table	table	NOUN
fcis-6351	124	9	3	3	NUM
fcis-6351	124	10	.	.	PUNCT
fcis-6351	125	1	according	accord	VERB
fcis-6351	125	2	to	to	ADP
fcis-6351	125	3	the	the	DET
fcis-6351	125	4	data	datum	NOUN
fcis-6351	125	5	in	in	ADP
fcis-6351	125	6	table	table	NOUN
fcis-6351	125	7	3	3	NUM
fcis-6351	125	8	,	,	PUNCT
fcis-6351	125	9	the	the	DET
fcis-6351	125	10	prediction	prediction	NOUN
fcis-6351	125	11	formula	formula	NOUN
fcis-6351	125	12	of	of	ADP
fcis-6351	125	13	arima	arima	PROPN
fcis-6351	125	14	(	(	PUNCT
fcis-6351	125	15	1,1,2	1,1,2	NUM
fcis-6351	125	16	)	)	PUNCT
fcis-6351	125	17	model	model	NOUN
fcis-6351	125	18	built	build	VERB
fcis-6351	125	19	in	in	ADP
fcis-6351	125	20	this	this	DET
fcis-6351	125	21	paper	paper	NOUN
fcis-6351	125	22	is	be	AUX
fcis-6351	125	23	𝑥𝑡	𝑥𝑡	ADP
fcis-6351	125	24	=	=	PROPN
fcis-6351	125	25	0.065	0.065	NUM
fcis-6351	125	26	+	+	CCONJ
fcis-6351	125	27	0.299𝑥𝑡−1	0.299𝑥𝑡−1	NUM
fcis-6351	125	28	−	−	PROPN
fcis-6351	125	29	0.596𝜀𝑡−1	0.596𝜀𝑡−1	PUNCT
fcis-6351	126	1	−	−	PROPN
fcis-6351	126	2	0.397𝜀𝑡−2	0.397𝜀𝑡−2	PROPN
fcis-6351	126	3	.	.	PUNCT
fcis-6351	127	1	(	(	PUNCT
fcis-6351	127	2	9	9	X
fcis-6351	127	3	)	)	PUNCT
fcis-6351	127	4	the	the	DET
fcis-6351	127	5	r&d	r&d	NOUN
fcis-6351	127	6	intensity	intensity	NOUN
fcis-6351	127	7	data	datum	NOUN
fcis-6351	127	8	of	of	ADP
fcis-6351	127	9	anhui	anhui	PROPN
fcis-6351	127	10	province	province	PROPN
fcis-6351	127	11	from	from	ADP
fcis-6351	127	12	2006	2006	NUM
fcis-6351	127	13	to	to	ADP
fcis-6351	127	14	2020	2020	NUM
fcis-6351	127	15	can	can	AUX
fcis-6351	127	16	be	be	AUX
fcis-6351	127	17	brought	bring	VERB
fcis-6351	127	18	into	into	ADP
fcis-6351	127	19	formula	formula	NOUN
fcis-6351	127	20	(	(	PUNCT
fcis-6351	127	21	9	9	NUM
fcis-6351	127	22	)	)	PUNCT
fcis-6351	127	23	to	to	PART
fcis-6351	127	24	obtain	obtain	VERB
fcis-6351	127	25	the	the	DET
fcis-6351	127	26	prediction	prediction	NOUN
fcis-6351	127	27	values	value	NOUN
fcis-6351	127	28	and	and	CCONJ
fcis-6351	127	29	prediction	prediction	NOUN
fcis-6351	127	30	accuracy	accuracy	NOUN
fcis-6351	127	31	of	of	ADP
fcis-6351	127	32	arima	arima	PROPN
fcis-6351	127	33	(	(	PUNCT
fcis-6351	127	34	1,1,2	1,1,2	NUM
fcis-6351	127	35	)	)	PUNCT
fcis-6351	127	36	model	model	NOUN
fcis-6351	127	37	in	in	ADP
fcis-6351	127	38	each	each	DET
fcis-6351	127	39	period	period	NOUN
fcis-6351	127	40	.	.	PUNCT
fcis-6351	128	1	the	the	DET
fcis-6351	128	2	results	result	NOUN
fcis-6351	128	3	are	be	AUX
fcis-6351	128	4	shown	show	VERB
fcis-6351	128	5	in	in	ADP
fcis-6351	128	6	table	table	NOUN
fcis-6351	128	7	4	4	NUM
fcis-6351	128	8	.	.	PUNCT
fcis-6351	128	9	holt	holt	PROPN
fcis-6351	128	10	-	-	PUNCT
fcis-6351	128	11	winters	winters	PROPN
fcis-6351	128	12	non	non	ADJ
fcis-6351	128	13	-	-	ADJ
fcis-6351	128	14	seasonal	seasonal	ADJ
fcis-6351	128	15	exponential	exponential	ADJ
fcis-6351	128	16	smoothing	smoothing	NOUN
fcis-6351	128	17	prediction	prediction	NOUN
fcis-6351	128	18	model	model	NOUN
fcis-6351	128	19	holt	holt	PROPN
fcis-6351	128	20	-	-	PUNCT
fcis-6351	128	21	winters	winters	PROPN
fcis-6351	128	22	non	non	ADJ
fcis-6351	128	23	-	-	ADJ
fcis-6351	128	24	seasonal	seasonal	ADJ
fcis-6351	128	25	exponential	exponential	ADJ
fcis-6351	128	26	smoothing	smoothing	NOUN
fcis-6351	128	27	model	model	NOUN
fcis-6351	128	28	is	be	AUX
fcis-6351	128	29	one	one	NUM
fcis-6351	128	30	of	of	ADP
fcis-6351	128	31	the	the	DET
fcis-6351	128	32	exponential	exponential	ADJ
fcis-6351	128	33	smoothing	smoothing	NOUN
fcis-6351	128	34	prediction	prediction	NOUN
fcis-6351	128	35	models	model	NOUN
fcis-6351	128	36	,	,	PUNCT
fcis-6351	128	37	which	which	PRON
fcis-6351	128	38	can	can	AUX
fcis-6351	128	39	be	be	AUX
fcis-6351	128	40	used	use	VERB
fcis-6351	128	41	to	to	PART
fcis-6351	128	42	predict	predict	VERB
fcis-6351	128	43	the	the	DET
fcis-6351	128	44	type	type	NOUN
fcis-6351	128	45	of	of	ADP
fcis-6351	128	46	r&d	r&d	NOUN
fcis-6351	128	47	intensity	intensity	NOUN
fcis-6351	128	48	data	datum	NOUN
fcis-6351	128	49	collected	collect	VERB
fcis-6351	128	50	in	in	ADP
fcis-6351	128	51	this	this	DET
fcis-6351	128	52	paper	paper	NOUN
fcis-6351	128	53	—	—	PUNCT
fcis-6351	128	54	data	datum	NOUN
fcis-6351	128	55	with	with	ADP
fcis-6351	128	56	no	no	DET
fcis-6351	128	57	obvious	obvious	ADJ
fcis-6351	128	58	seasonal	seasonal	ADJ
fcis-6351	128	59	change	change	NOUN
fcis-6351	128	60	but	but	CCONJ
fcis-6351	128	61	with	with	ADP
fcis-6351	128	62	obvious	obvious	ADJ
fcis-6351	128	63	temporal	temporal	ADJ
fcis-6351	128	64	change	change	NOUN
fcis-6351	128	65	trend	trend	NOUN
fcis-6351	128	66	.	.	PUNCT
fcis-6351	129	1	the	the	DET
fcis-6351	129	2	prediction	prediction	NOUN
fcis-6351	129	3	formula	formula	NOUN
fcis-6351	129	4	is	be	AUX
fcis-6351	129	5	𝑦𝑡+𝑘	𝑦𝑡+𝑘	PROPN
fcis-6351	129	6	∧	∧	PROPN
fcis-6351	129	7	=	=	PUNCT
fcis-6351	129	8	𝑎𝑡	𝑎𝑡	PROPN
fcis-6351	129	9	+	+	CCONJ
fcis-6351	129	10	𝑏𝑡𝑘	𝑏𝑡𝑘	PROPN
fcis-6351	129	11	,	,	PUNCT
fcis-6351	129	12	𝑘	𝑘	X
fcis-6351	129	13	>	>	X
fcis-6351	129	14	0	0	NUM
fcis-6351	129	15	,	,	PUNCT
fcis-6351	129	16	where	where	SCONJ
fcis-6351	129	17	𝑦𝑡	𝑦𝑡	PROPN
fcis-6351	129	18	∧	∧	PROPN
fcis-6351	129	19	is	be	AUX
fcis-6351	129	20	the	the	DET
fcis-6351	129	21	parameters	parameter	NOUN
fcis-6351	129	22	𝑎𝑡	𝑎𝑡	ADP
fcis-6351	129	23	,	,	PUNCT
fcis-6351	129	24	𝑏𝑡	𝑏𝑡	ADV
fcis-6351	129	25	after	after	ADP
fcis-6351	129	26	three	three	NUM
fcis-6351	129	27	times	time	NOUN
fcis-6351	129	28	from	from	ADP
fcis-6351	129	29	the	the	DET
fcis-6351	129	30	original	original	ADJ
fcis-6351	129	31	data	datum	NOUN
fcis-6351	129	32	sequence	sequence	NOUN
fcis-6351	129	33	𝑦𝑡	𝑦𝑡	NOUN
fcis-6351	129	34	,	,	PUNCT
fcis-6351	129	35	which	which	PRON
fcis-6351	129	36	is	be	AUX
fcis-6351	129	37	calculated	calculate	VERB
fcis-6351	129	38	by	by	ADP
fcis-6351	129	39	the	the	DET
fcis-6351	129	40	following	follow	VERB
fcis-6351	129	41	formula	formula	NOUN
fcis-6351	129	42	{	{	PUNCT
fcis-6351	129	43	𝑎𝑡	𝑎𝑡	X
fcis-6351	129	44	=	=	PUNCT
fcis-6351	129	45	𝛼𝑦𝑡	𝛼𝑦𝑡	NOUN
fcis-6351	129	46	+	+	CCONJ
fcis-6351	129	47	(	(	PUNCT
fcis-6351	129	48	1	1	NUM
fcis-6351	129	49	−	−	PROPN
fcis-6351	129	50	𝛼)(𝑎𝑡−1	𝛼)(𝑎𝑡−1	PROPN
fcis-6351	129	51	+	+	CCONJ
fcis-6351	129	52	𝑏𝑡−1	𝑏𝑡−1	PROPN
fcis-6351	129	53	)	)	PUNCT
fcis-6351	129	54	;	;	PUNCT
fcis-6351	129	55	𝑏𝑡	𝑏𝑡	NOUN
fcis-6351	129	56	=	=	PROPN
fcis-6351	129	57	𝛽(𝑎𝑡	𝛽(𝑎𝑡	PROPN
fcis-6351	129	58	−	−	PROPN
fcis-6351	129	59	𝑎𝑡−1	𝑎𝑡−1	NOUN
fcis-6351	129	60	)	)	PUNCT
fcis-6351	130	1	+	+	CCONJ
fcis-6351	130	2	(	(	PUNCT
fcis-6351	130	3	1	1	NUM
fcis-6351	130	4	−	−	PROPN
fcis-6351	130	5	𝛽)𝑏𝑡−1	𝛽)𝑏𝑡−1	NOUN
fcis-6351	130	6	.	.	PUNCT
fcis-6351	131	1	(	(	PUNCT
fcis-6351	131	2	10	10	NUM
fcis-6351	131	3	)	)	PUNCT
fcis-6351	131	4	in	in	ADP
fcis-6351	131	5	the	the	DET
fcis-6351	131	6	formula	formula	NOUN
fcis-6351	131	7	,	,	PUNCT
fcis-6351	131	8	𝛼	𝛼	X
fcis-6351	131	9	,	,	PUNCT
fcis-6351	131	10	𝛽	𝛽	PROPN
fcis-6351	131	11	∈	∈	PROPN
fcis-6351	131	12	(	(	PUNCT
fcis-6351	131	13	0,1	0,1	NOUN
fcis-6351	131	14	)	)	PUNCT
fcis-6351	131	15	is	be	AUX
fcis-6351	131	16	called	call	VERB
fcis-6351	131	17	damping	damp	VERB
fcis-6351	131	18	factor	factor	NOUN
fcis-6351	131	19	,	,	PUNCT
fcis-6351	131	20	which	which	PRON
fcis-6351	131	21	can	can	AUX
fcis-6351	131	22	be	be	AUX
fcis-6351	131	23	estimated	estimate	VERB
fcis-6351	131	24	by	by	ADP
fcis-6351	131	25	eviews	eviews	PROPN
fcis-6351	131	26	software	software	NOUN
fcis-6351	131	27	based	base	VERB
fcis-6351	131	28	on	on	ADP
fcis-6351	131	29	the	the	DET
fcis-6351	131	30	142	142	NUM
fcis-6351	131	31	principle	principle	NOUN
fcis-6351	131	32	of	of	ADP
fcis-6351	131	33	minimizing	minimize	VERB
fcis-6351	131	34	the	the	DET
fcis-6351	131	35	sum	sum	NOUN
fcis-6351	131	36	of	of	ADP
fcis-6351	131	37	squares	square	NOUN
fcis-6351	131	38	of	of	ADP
fcis-6351	131	39	errors	error	NOUN
fcis-6351	131	40	and	and	CCONJ
fcis-6351	131	41	the	the	DET
fcis-6351	131	42	minimum	minimum	ADJ
fcis-6351	131	43	rmse	rmse	NOUN
fcis-6351	131	44	of	of	ADP
fcis-6351	131	45	root	root	NOUN
fcis-6351	131	46	mean	mean	ADJ
fcis-6351	131	47	square	square	ADJ
fcis-6351	131	48	error	error	NOUN
fcis-6351	131	49	value	value	NOUN
fcis-6351	131	50	[	[	X
fcis-6351	131	51	15][15	15][15	X
fcis-6351	131	52	]	]	PUNCT
fcis-6351	131	53	.	.	PUNCT
fcis-6351	132	1	in	in	ADP
fcis-6351	132	2	this	this	DET
fcis-6351	132	3	way	way	NOUN
fcis-6351	132	4	,	,	PUNCT
fcis-6351	132	5	the	the	DET
fcis-6351	132	6	intercept	intercept	NOUN
fcis-6351	132	7	𝑎𝑡	𝑎𝑡	ADP
fcis-6351	132	8	and	and	CCONJ
fcis-6351	132	9	slope	slope	NOUN
fcis-6351	132	10	𝑏𝑡	𝑏𝑡	PROPN
fcis-6351	132	11	of	of	ADP
fcis-6351	132	12	the	the	DET
fcis-6351	132	13	model	model	NOUN
fcis-6351	132	14	can	can	AUX
fcis-6351	132	15	be	be	AUX
fcis-6351	132	16	calculated	calculate	VERB
fcis-6351	132	17	and	and	CCONJ
fcis-6351	132	18	brought	bring	VERB
fcis-6351	132	19	into	into	ADP
fcis-6351	132	20	the	the	DET
fcis-6351	132	21	prediction	prediction	NOUN
fcis-6351	132	22	formula	formula	NOUN
fcis-6351	132	23	.	.	PUNCT
fcis-6351	133	1	later	later	ADV
fcis-6351	133	2	,	,	PUNCT
fcis-6351	133	3	the	the	DET
fcis-6351	133	4	predicetion	predicetion	NOUN
fcis-6351	133	5	results	result	NOUN
fcis-6351	133	6	of	of	ADP
fcis-6351	133	7	r&d	r&d	NOUN
fcis-6351	133	8	intensity	intensity	NOUN
fcis-6351	133	9	data	datum	NOUN
fcis-6351	133	10	in	in	ADP
fcis-6351	133	11	anhui	anhui	PROPN
fcis-6351	133	12	province	province	PROPN
fcis-6351	133	13	are	be	AUX
fcis-6351	133	14	shown	show	VERB
fcis-6351	133	15	in	in	ADP
fcis-6351	133	16	table	table	NOUN
fcis-6351	133	17	4	4	NUM
fcis-6351	133	18	.	.	PUNCT
fcis-6351	133	19	table	table	NOUN
fcis-6351	133	20	2	2	NUM
fcis-6351	133	21	.	.	PUNCT
fcis-6351	133	22	adf	adf	NOUN
fcis-6351	133	23	inspection	inspection	NOUN
fcis-6351	133	24	table	table	NOUN
fcis-6351	133	25	variable	variable	ADJ
fcis-6351	133	26	difference	difference	NOUN
fcis-6351	133	27	order	order	NOUN
fcis-6351	133	28	t	t	PROPN
fcis-6351	134	1	p	p	X
fcis-6351	134	2	aic	aic	PROPN
fcis-6351	134	3	critical	critical	ADJ
fcis-6351	134	4	value	value	NOUN
fcis-6351	134	5	0.01	0.01	NUM
fcis-6351	134	6	0.05	0.05	NUM
fcis-6351	134	7	0.1	0.1	NUM
fcis-6351	134	8	research	research	NOUN
fcis-6351	134	9	and	and	CCONJ
fcis-6351	134	10	development	development	NOUN
fcis-6351	134	11	strength	strength	NOUN
fcis-6351	134	12	0	0	NUM
fcis-6351	134	13	0.754	0.754	NUM
fcis-6351	134	14	0.832	0.832	NUM
fcis-6351	134	15	-11.419	-11.419	NOUN
fcis-6351	134	16	-4.012	-4.012	NUM
fcis-6351	134	17	-3.104	-3.104	X
fcis-6351	134	18	-2.691	-2.691	NOUN
fcis-6351	134	19	1	1	NUM
fcis-6351	134	20	-3.369	-3.369	NUM
fcis-6351	134	21	0.012	0.012	NUM
fcis-6351	134	22	*	*	PUNCT
fcis-6351	134	23	*	*	PUNCT
fcis-6351	134	24	-7.084	-7.084	NUM
fcis-6351	134	25	-4.069	-4.069	NOUN
fcis-6351	134	26	-3.127	-3.127	NOUN
fcis-6351	134	27	-2.702	-2.702	NUM
fcis-6351	134	28	2	2	NUM
fcis-6351	134	29	-4.554	-4.554	NUM
fcis-6351	134	30	0.000	0.000	NUM
fcis-6351	134	31	*	*	PUNCT
fcis-6351	134	32	*	*	PUNCT
fcis-6351	134	33	*	*	PUNCT
fcis-6351	134	34	-2.997	-2.997	NUM
fcis-6351	134	35	-4.138	-4.138	PRON
fcis-6351	134	36	-3.155	-3.155	PUNCT
fcis-6351	134	37	-2.714	-2.714	X
fcis-6351	134	38	note	note	VERB
fcis-6351	134	39	:	:	PUNCT
fcis-6351	134	40	*	*	PUNCT
fcis-6351	134	41	*	*	PUNCT
fcis-6351	134	42	*	*	PUNCT
fcis-6351	134	43	,	,	PUNCT
fcis-6351	134	44	*	*	PUNCT
fcis-6351	134	45	*	*	PUNCT
fcis-6351	134	46	and	and	CCONJ
fcis-6351	134	47	*	*	AUX
fcis-6351	134	48	represent	represent	VERB
fcis-6351	134	49	the	the	DET
fcis-6351	134	50	significance	significance	NOUN
fcis-6351	134	51	levels	level	NOUN
fcis-6351	134	52	of	of	ADP
fcis-6351	134	53	1	1	NUM
fcis-6351	134	54	%	%	NOUN
fcis-6351	134	55	,	,	PUNCT
fcis-6351	134	56	5	5	NUM
fcis-6351	134	57	%	%	NOUN
fcis-6351	134	58	and	and	CCONJ
fcis-6351	134	59	10	10	NUM
fcis-6351	134	60	%	%	NOUN
fcis-6351	134	61	respectively	respectively	ADV
fcis-6351	134	62	.	.	PUNCT
fcis-6351	135	1	table	table	NOUN
fcis-6351	135	2	3	3	X
fcis-6351	135	3	.	.	PUNCT
fcis-6351	136	1	arima	arima	PROPN
fcis-6351	136	2	(	(	PUNCT
fcis-6351	136	3	1,1,2	1,1,2	NUM
fcis-6351	136	4	)	)	PUNCT
fcis-6351	136	5	model	model	NOUN
fcis-6351	136	6	parameters	parameter	NOUN
fcis-6351	136	7	term	term	NOUN
fcis-6351	136	8	symbol	symbol	NOUN
fcis-6351	136	9	coefficient	coefficient	NOUN
fcis-6351	136	10	standard	standard	ADJ
fcis-6351	136	11	error	error	NOUN
fcis-6351	136	12	z	z	NOUN
fcis-6351	136	13	-	-	PUNCT
fcis-6351	136	14	value	value	NOUN
fcis-6351	136	15	p	p	NOUN
fcis-6351	136	16	-	-	PUNCT
fcis-6351	136	17	value	value	NOUN
fcis-6351	136	18	95	95	NUM
fcis-6351	136	19	%	%	NOUN
fcis-6351	136	20	ci	ci	NOUN
fcis-6351	136	21	constant	constant	ADJ
fcis-6351	136	22	term	term	NOUN
fcis-6351	136	23	𝑐	𝑐	PROPN
fcis-6351	136	24	0.065	0.065	NUM
fcis-6351	136	25	0.089	0.089	NUM
fcis-6351	136	26	0.727	0.727	NUM
fcis-6351	136	27	0.467	0.467	NUM
fcis-6351	136	28	-0.110	-0.110	NOUN
fcis-6351	136	29	~	~	PUNCT
fcis-6351	136	30	0.240	0.240	NUM
fcis-6351	136	31	ar	ar	NOUN
fcis-6351	136	32	parameters	parameter	NOUN
fcis-6351	136	33	𝛼1	𝛼1	VERB
fcis-6351	136	34	0.299	0.299	NUM
fcis-6351	136	35	1.116	1.116	NUM
fcis-6351	136	36	0.268	0.268	NUM
fcis-6351	136	37	0.788	0.788	NUM
fcis-6351	136	38	-1.887	-1.887	PUNCT
fcis-6351	136	39	~	~	PUNCT
fcis-6351	136	40	2.486	2.486	NUM
fcis-6351	136	41	ma	ma	PROPN
fcis-6351	136	42	parameters	parameter	NOUN
fcis-6351	136	43	𝛽1	𝛽1	NOUN
fcis-6351	136	44	-0.596	-0.596	PROPN
fcis-6351	136	45	23.374	23.374	NUM
fcis-6351	136	46	-0.025	-0.025	NUM
fcis-6351	136	47	0.98	0.98	NUM
fcis-6351	136	48	-46.407	-46.407	X
fcis-6351	136	49	~	~	PUNCT
fcis-6351	136	50	45.216	45.216	NUM
fcis-6351	136	51	𝛽2	𝛽2	NOUN
fcis-6351	136	52	-0.397	-0.397	NUM
fcis-6351	136	53	8.16	8.16	NUM
fcis-6351	136	54	-0.049	-0.049	PUNCT
fcis-6351	136	55	0.961	0.961	NUM
fcis-6351	136	56	-16.391	-16.391	NUM
fcis-6351	136	57	~	~	PUNCT
fcis-6351	136	58	15.596	15.596	NUM
fcis-6351	136	59	aic	aic	PROPN
fcis-6351	136	60	value	value	NOUN
fcis-6351	136	61	:	:	PUNCT
fcis-6351	136	62	-14.225	-14.225	PUNCT
fcis-6351	136	63	bic	bic	NOUN
fcis-6351	136	64	value	value	NOUN
fcis-6351	136	65	:	:	PUNCT
fcis-6351	136	66	-11.030	-11.030	PROPN
fcis-6351	136	67	table	table	NOUN
fcis-6351	136	68	4	4	NUM
fcis-6351	136	69	.	.	PUNCT
fcis-6351	136	70	predicted	predict	VERB
fcis-6351	136	71	value	value	NOUN
fcis-6351	136	72	and	and	CCONJ
fcis-6351	136	73	forecast	forecast	NOUN
fcis-6351	136	74	precision	precision	NOUN
fcis-6351	136	75	of	of	ADP
fcis-6351	136	76	each	each	DET
fcis-6351	136	77	single	single	ADJ
fcis-6351	136	78	forecast	forecast	NOUN
fcis-6351	136	79	model	model	NOUN
fcis-6351	136	80	year	year	NOUN
fcis-6351	136	81	actual	actual	ADJ
fcis-6351	136	82	value	value	NOUN
fcis-6351	136	83	of	of	ADP
fcis-6351	136	84	r&d	r&d	NOUN
fcis-6351	136	85	intensity	intensity	NOUN
fcis-6351	136	86	(	(	PUNCT
fcis-6351	136	87	%	%	INTJ
fcis-6351	136	88	)	)	PUNCT
fcis-6351	136	89	grey	grey	PROPN
fcis-6351	136	90	prediction	prediction	NOUN
fcis-6351	136	91	model	model	NOUN
fcis-6351	136	92	arima	arima	PROPN
fcis-6351	136	93	model	model	PROPN
fcis-6351	136	94	holt	holt	PROPN
fcis-6351	136	95	-	-	PUNCT
fcis-6351	136	96	winters	winters	PROPN
fcis-6351	136	97	model	model	NOUN
fcis-6351	136	98	predicted	predict	VERB
fcis-6351	136	99	value	value	NOUN
fcis-6351	136	100	(	(	PUNCT
fcis-6351	136	101	%	%	INTJ
fcis-6351	136	102	)	)	PUNCT
fcis-6351	136	103	prediction	prediction	NOUN
fcis-6351	136	104	accuracy	accuracy	NOUN
fcis-6351	136	105	predicted	predict	VERB
fcis-6351	136	106	value	value	NOUN
fcis-6351	136	107	(	(	PUNCT
fcis-6351	136	108	%	%	INTJ
fcis-6351	136	109	)	)	PUNCT
fcis-6351	136	110	prediction	prediction	NOUN
fcis-6351	136	111	accuracy	accuracy	NOUN
fcis-6351	136	112	predicted	predict	VERB
fcis-6351	136	113	value	value	NOUN
fcis-6351	136	114	(	(	PUNCT
fcis-6351	136	115	%	%	INTJ
fcis-6351	136	116	)	)	PUNCT
fcis-6351	136	117	prediction	prediction	NOUN
fcis-6351	136	118	accuracy	accuracy	NOUN
fcis-6351	136	119	2006	2006	NUM
fcis-6351	136	120	0.9600	0.9600	NUM
fcis-6351	136	121	0.9600	0.9600	NUM
fcis-6351	136	122	1.0000	1.0000	NUM
fcis-6351	136	123	0.9800	0.9800	NUM
fcis-6351	136	124	0.9792	0.9792	NUM
fcis-6351	136	125	0.9600	0.9600	NUM
fcis-6351	136	126	1.0000	1.0000	NUM
fcis-6351	136	127	2007	2007	NUM
fcis-6351	136	128	0.9900	0.9900	NUM
fcis-6351	136	129	1.1430	1.1430	NUM
fcis-6351	136	130	0.8455	0.8455	NUM
fcis-6351	136	131	1.0500	1.0500	NUM
fcis-6351	136	132	0.9394	0.9394	NUM
fcis-6351	136	133	0.9570	0.9570	NUM
fcis-6351	136	134	0.9667	0.9667	NUM
fcis-6351	136	135	2008	2008	NUM
fcis-6351	136	136	1.1200	1.1200	NUM
fcis-6351	136	137	1.2220	1.2220	NUM
fcis-6351	136	138	0.9089	0.9089	NUM
fcis-6351	136	139	1.0900	1.0900	NUM
fcis-6351	136	140	0.9732	0.9732	NUM
fcis-6351	136	141	0.9890	0.9890	NUM
fcis-6351	136	142	0.8830	0.8830	NUM
fcis-6351	136	143	2009	2009	NUM
fcis-6351	136	144	1.3500	1.3500	NUM
fcis-6351	136	145	1.3030	1.3030	NUM
fcis-6351	136	146	0.9652	0.9652	NUM
fcis-6351	136	147	1.2300	1.2300	NUM
fcis-6351	136	148	0.9111	0.9111	NUM
fcis-6351	136	149	1.1540	1.1540	NUM
fcis-6351	136	150	0.8548	0.8548	NUM
fcis-6351	136	151	2010	2010	NUM
fcis-6351	136	152	1.3200	1.3200	NUM
fcis-6351	136	153	1.3850	1.3850	NUM
fcis-6351	136	154	0.9508	0.9508	NUM
fcis-6351	136	155	1.4200	1.4200	NUM
fcis-6351	136	156	0.9242	0.9242	NUM
fcis-6351	136	157	1.4610	1.4610	NUM
fcis-6351	136	158	0.8932	0.8932	NUM
fcis-6351	136	159	2011	2011	NUM
fcis-6351	136	160	1.4000	1.4000	NUM
fcis-6351	136	161	1.4690	1.4690	NUM
fcis-6351	136	162	0.9507	0.9507	NUM
fcis-6351	136	163	1.3800	1.3800	NUM
fcis-6351	136	164	0.9857	0.9857	NUM
fcis-6351	136	165	1.4670	1.4670	NUM
fcis-6351	136	166	0.9521	0.9521	NUM
fcis-6351	136	167	2012	2012	NUM
fcis-6351	136	168	1.6400	1.6400	NUM
fcis-6351	136	169	1.5540	1.5540	NUM
fcis-6351	136	170	0.9476	0.9476	NUM
fcis-6351	136	171	1.5200	1.5200	NUM
fcis-6351	136	172	0.9268	0.9268	NUM
fcis-6351	136	173	1.5160	1.5160	NUM
fcis-6351	136	174	0.9244	0.9244	NUM
fcis-6351	136	175	2013	2013	NUM
fcis-6351	136	176	1.8300	1.8300	NUM
fcis-6351	136	177	1.6410	1.6410	NUM
fcis-6351	136	178	0.8967	0.8967	NUM
fcis-6351	136	179	1.7100	1.7100	NUM
fcis-6351	136	180	0.9344	0.9344	NUM
fcis-6351	136	181	1.7750	1.7750	NUM
fcis-6351	136	182	0.9699	0.9699	NUM
fcis-6351	136	183	2014	2014	NUM
fcis-6351	136	184	1.8900	1.8900	NUM
fcis-6351	136	185	1.7300	1.7300	NUM
fcis-6351	136	186	0.9153	0.9153	NUM
fcis-6351	136	187	1.8500	1.8500	NUM
fcis-6351	136	188	0.9788	0.9788	NUM
fcis-6351	136	189	2.0200	2.0200	NUM
fcis-6351	136	190	0.9312	0.9312	NUM
fcis-6351	136	191	2015	2015	NUM
fcis-6351	136	192	1.9600	1.9600	NUM
fcis-6351	136	193	1.8200	1.8200	NUM
fcis-6351	136	194	0.9286	0.9286	NUM
fcis-6351	136	195	1.9100	1.9100	NUM
fcis-6351	136	196	0.9745	0.9745	NUM
fcis-6351	136	197	2.0860	2.0860	NUM
fcis-6351	136	198	0.9357	0.9357	NUM
fcis-6351	136	199	2016	2016	NUM
fcis-6351	136	200	1.9700	1.9700	NUM
fcis-6351	136	201	1.9120	1.9120	NUM
fcis-6351	136	202	0.9706	0.9706	NUM
fcis-6351	136	203	2.0100	2.0100	NUM
fcis-6351	136	204	0.9797	0.9797	NUM
fcis-6351	136	205	2.1140	2.1140	NUM
fcis-6351	136	206	0.9269	0.9269	NUM
fcis-6351	136	207	2017	2017	NUM
fcis-6351	136	208	2.0900	2.0900	NUM
fcis-6351	136	209	2.0060	2.0060	NUM
fcis-6351	136	210	0.9598	0.9598	NUM
fcis-6351	136	211	2.0400	2.0400	NUM
fcis-6351	136	212	0.9761	0.9761	NUM
fcis-6351	136	213	2.0720	2.0720	NUM
fcis-6351	136	214	0.9914	0.9914	NUM
fcis-6351	136	215	2018	2018	NUM
fcis-6351	136	216	1.9100	1.9100	NUM
fcis-6351	137	1	2.1020	2.1020	NUM
fcis-6351	137	2	0.8995	0.8995	NUM
fcis-6351	137	3	2.1800	2.1800	NUM
fcis-6351	137	4	0.8586	0.8586	NUM
fcis-6351	137	5	2.1590	2.1590	NUM
fcis-6351	137	6	0.8696	0.8696	NUM
fcis-6351	137	7	2019	2019	NUM
fcis-6351	137	8	2.0300	2.0300	NUM
fcis-6351	137	9	2.1990	2.1990	NUM
fcis-6351	137	10	0.9167	0.9167	NUM
fcis-6351	137	11	2.0400	2.0400	NUM
fcis-6351	137	12	0.9951	0.9951	NUM
fcis-6351	137	13	1.9290	1.9290	NUM
fcis-6351	137	14	0.9502	0.9502	NUM
fcis-6351	137	15	2020	2020	NUM
fcis-6351	137	16	2.2800	2.2800	NUM
fcis-6351	137	17	2.2990	2.2990	NUM
fcis-6351	137	18	0.9917	0.9917	NUM
fcis-6351	137	19	2.2400	2.2400	NUM
fcis-6351	137	20	0.9825	0.9825	NUM
fcis-6351	137	21	1.9950	1.9950	NUM
fcis-6351	137	22	0.8750	0.8750	NUM
fcis-6351	137	23	3.3	3.3	NUM
fcis-6351	137	24	.	.	PUNCT
fcis-6351	138	1	combined	combine	VERB
fcis-6351	138	2	forecasting	forecasting	NOUN
fcis-6351	138	3	model	model	NOUN
fcis-6351	138	4	3.3.1	3.3.1	PROPN
fcis-6351	138	5	.	.	PUNCT
fcis-6351	139	1	igowa	igowa	PROPN
fcis-6351	139	2	combined	combine	VERB
fcis-6351	139	3	forecasting	forecasting	NOUN
fcis-6351	139	4	model	model	NOUN
fcis-6351	139	5	for	for	ADP
fcis-6351	139	6	𝜆	𝜆	NOUN
fcis-6351	139	7	=	=	SYM
fcis-6351	139	8	1	1	NUM
fcis-6351	139	9	according	accord	VERB
fcis-6351	139	10	to	to	ADP
fcis-6351	139	11	the	the	DET
fcis-6351	139	12	model	model	NOUN
fcis-6351	139	13	building	building	NOUN
fcis-6351	139	14	method	method	NOUN
fcis-6351	139	15	in	in	ADP
fcis-6351	139	16	2.2	2.2	NUM
fcis-6351	139	17	.	.	PUNCT
fcis-6351	139	18	,	,	PUNCT
fcis-6351	139	19	the	the	DET
fcis-6351	139	20	thirdorder	thirdorder	NOUN
fcis-6351	139	21	induced	induce	VERB
fcis-6351	139	22	ordered	order	VERB
fcis-6351	139	23	weighted	weight	VERB
fcis-6351	139	24	average	average	ADJ
fcis-6351	139	25	prediction	prediction	NOUN
fcis-6351	139	26	error	error	NOUN
fcis-6351	139	27	matrix	matrix	NOUN
fcis-6351	139	28	for	for	ADP
fcis-6351	139	29	calculating	calculate	VERB
fcis-6351	139	30	𝜆	𝜆	NOUN
fcis-6351	139	31	=	=	SYM
fcis-6351	139	32	1	1	NUM
fcis-6351	139	33	is	be	AUX
fcis-6351	139	34	:	:	PUNCT
fcis-6351	139	35	𝐸	𝐸	PROPN
fcis-6351	139	36	=	=	PUNCT
fcis-6351	139	37	[	[	PUNCT
fcis-6351	139	38	0.0626	0.0626	NUM
fcis-6351	139	39	0.0558	0.0558	NUM
fcis-6351	139	40	0.1057	0.1057	NUM
fcis-6351	139	41	0.0558	0.0558	NUM
fcis-6351	139	42	0.1841	0.1841	NUM
fcis-6351	139	43	0.0946	0.0946	NUM
fcis-6351	139	44	0.1057	0.1057	NUM
fcis-6351	139	45	0.0946	0.0946	NUM
fcis-6351	139	46	0.4108	0.4108	NUM
fcis-6351	139	47	]	]	PUNCT
fcis-6351	139	48	.	.	PUNCT
fcis-6351	140	1	then	then	ADV
fcis-6351	140	2	,	,	PUNCT
fcis-6351	140	3	the	the	DET
fcis-6351	140	4	igowa	igowa	NOUN
fcis-6351	140	5	operator	operator	NOUN
fcis-6351	140	6	combination	combination	NOUN
fcis-6351	140	7	prediction	prediction	NOUN
fcis-6351	140	8	model	model	NOUN
fcis-6351	140	9	based	base	VERB
fcis-6351	140	10	on	on	ADP
fcis-6351	140	11	the	the	DET
fcis-6351	140	12	optimal	optimal	ADJ
fcis-6351	140	13	criterion	criterion	NOUN
fcis-6351	140	14	of	of	ADP
fcis-6351	140	15	minimizing	minimize	VERB
fcis-6351	140	16	the	the	DET
fcis-6351	140	17	sum	sum	NOUN
fcis-6351	140	18	of	of	ADP
fcis-6351	140	19	squares	square	NOUN
fcis-6351	140	20	of	of	ADP
fcis-6351	140	21	prediction	prediction	NOUN
fcis-6351	140	22	errors	error	NOUN
fcis-6351	140	23	can	can	AUX
fcis-6351	140	24	be	be	AUX
fcis-6351	140	25	constructed	construct	VERB
fcis-6351	140	26	as	as	ADP
fcis-6351	140	27	:	:	PUNCT
fcis-6351	140	28	𝑚𝑖𝑛𝑄2	𝑚𝑖𝑛𝑄2	NUM
fcis-6351	140	29	=	=	NUM
fcis-6351	140	30	𝑊𝑇𝐸𝑊	𝑊𝑇𝐸𝑊	ADJ
fcis-6351	140	31	=	=	SYM
fcis-6351	140	32	0.0626𝜔1	0.0626𝜔1	NUM
fcis-6351	140	33	2	2	NUM
fcis-6351	140	34	+	+	CCONJ
fcis-6351	140	35	0.1116𝜔1𝜔2	0.1116𝜔1𝜔2	X
fcis-6351	141	1	+	+	CCONJ
fcis-6351	141	2	0.2114𝜔1𝜔3	0.2114𝜔1𝜔3	PUNCT
fcis-6351	142	1	+	+	PUNCT
fcis-6351	142	2	0.1841𝜔2	0.1841𝜔2	NUM
fcis-6351	142	3	2	2	NUM
fcis-6351	142	4	+	+	NUM
fcis-6351	142	5	0.1892𝜔2𝜔3	0.1892𝜔2𝜔3	NUM
fcis-6351	142	6	+	+	CCONJ
fcis-6351	142	7	0.4108𝜔3	0.4108𝜔3	NUM
fcis-6351	142	8	2𝑠.	2𝑠.	NUM
fcis-6351	142	9	𝑡.	𝑡.	NOUN
fcis-6351	142	10	{	{	PUNCT
fcis-6351	142	11	∑𝜔𝑖	∑𝜔𝑖	SYM
fcis-6351	142	12	=	=	NOUN
fcis-6351	142	13	1	1	NUM
fcis-6351	142	14	;	;	PUNCT
fcis-6351	142	15	3	3	NUM
fcis-6351	142	16	𝑖=1	𝑖=1	PUNCT
fcis-6351	142	17	𝜔𝑖	𝜔𝑖	PRON
fcis-6351	142	18	≥	≥	NOUN
fcis-6351	142	19	0	0	NUM
fcis-6351	142	20	,	,	PUNCT
fcis-6351	142	21	𝑖	𝑖	X
fcis-6351	142	22	=	=	NOUN
fcis-6351	142	23	1,2,3	1,2,3	NOUN
fcis-6351	142	24	.	.	PUNCT
fcis-6351	143	1	using	use	VERB
fcis-6351	143	2	lingo	lingo	NOUN
fcis-6351	143	3	18.0	18.0	NUM
fcis-6351	143	4	software	software	NOUN
fcis-6351	143	5	to	to	PART
fcis-6351	143	6	solve	solve	VERB
fcis-6351	143	7	,	,	PUNCT
fcis-6351	143	8	the	the	DET
fcis-6351	143	9	weight	weight	NOUN
fcis-6351	143	10	coefficient	coefficient	NOUN
fcis-6351	143	11	obtained	obtain	VERB
fcis-6351	143	12	is	be	AUX
fcis-6351	143	13	:	:	PUNCT
fcis-6351	143	14	𝜔1	𝜔1	ADJ
fcis-6351	143	15	=	=	PUNCT
fcis-6351	143	16	0.9497，𝜔2	0.9497，𝜔2	NUM
fcis-6351	144	1	=	=	SYM
fcis-6351	144	2	0.0503，𝜔3	0.0503，𝜔3	PUNCT
fcis-6351	144	3	=	=	SYM
fcis-6351	144	4	0	0	X
fcis-6351	144	5	.	.	PUNCT
fcis-6351	145	1	then	then	ADV
fcis-6351	145	2	the	the	DET
fcis-6351	145	3	corresponding	corresponding	ADJ
fcis-6351	145	4	igowa	igowa	NOUN
fcis-6351	145	5	operator	operator	NOUN
fcis-6351	145	6	combination	combination	NOUN
fcis-6351	145	7	prediction	prediction	NOUN
fcis-6351	145	8	model	model	NOUN
fcis-6351	145	9	is	be	AUX
fcis-6351	145	10	𝑥𝑡	𝑥𝑡	ADP
fcis-6351	145	11	∧	∧	PROPN
fcis-6351	145	12	=	=	SYM
fcis-6351	145	13	0.9497𝑥𝑣−𝑖𝑛𝑑𝑒𝑥(1𝑡	0.9497𝑥𝑣−𝑖𝑛𝑑𝑒𝑥(1𝑡	PROPN
fcis-6351	145	14	)	)	PUNCT
fcis-6351	146	1	+	+	CCONJ
fcis-6351	146	2	0.0503𝑥𝑣−𝑖𝑛𝑑𝑒𝑥(2𝑡	0.0503𝑥𝑣−𝑖𝑛𝑑𝑒𝑥(2𝑡	ADJ
fcis-6351	146	3	)	)	PUNCT
fcis-6351	146	4	.	.	PUNCT
fcis-6351	147	1	(	(	PUNCT
fcis-6351	147	2	11	11	NUM
fcis-6351	147	3	)	)	PUNCT
fcis-6351	147	4	the	the	DET
fcis-6351	147	5	predicted	predict	VERB
fcis-6351	147	6	value	value	NOUN
fcis-6351	147	7	and	and	CCONJ
fcis-6351	147	8	prediction	prediction	NOUN
fcis-6351	147	9	precision	precision	NOUN
fcis-6351	147	10	of	of	ADP
fcis-6351	147	11	the	the	DET
fcis-6351	147	12	combined	combine	VERB
fcis-6351	147	13	prediction	prediction	NOUN
fcis-6351	147	14	model	model	NOUN
fcis-6351	147	15	calculated	calculate	VERB
fcis-6351	147	16	according	accord	VERB
fcis-6351	147	17	to	to	ADP
fcis-6351	147	18	equation	equation	NOUN
fcis-6351	147	19	(	(	PUNCT
fcis-6351	147	20	11	11	NUM
fcis-6351	147	21	)	)	PUNCT
fcis-6351	147	22	are	be	AUX
fcis-6351	147	23	shown	show	VERB
fcis-6351	147	24	in	in	ADP
fcis-6351	147	25	table	table	NOUN
fcis-6351	147	26	5	5	NUM
fcis-6351	147	27	.	.	PUNCT
fcis-6351	148	1	during	during	ADP
fcis-6351	148	2	the	the	DET
fcis-6351	148	3	sample	sample	NOUN
fcis-6351	148	4	period	period	NOUN
fcis-6351	148	5	,	,	PUNCT
fcis-6351	148	6	the	the	DET
fcis-6351	148	7	sum	sum	NOUN
fcis-6351	148	8	of	of	ADP
fcis-6351	148	9	squares	square	NOUN
fcis-6351	148	10	of	of	ADP
fcis-6351	148	11	prediction	prediction	NOUN
fcis-6351	148	12	errors	error	NOUN
fcis-6351	148	13	of	of	ADP
fcis-6351	148	14	the	the	DET
fcis-6351	148	15	model	model	NOUN
fcis-6351	148	16	is	be	AUX
fcis-6351	148	17	𝑄2	𝑄2	PROPN
fcis-6351	148	18	=	=	PUNCT
fcis-6351	148	19	0.06226	0.06226	NUM
fcis-6351	148	20	.	.	PUNCT
fcis-6351	149	1	3.3.2	3.3.2	X
fcis-6351	149	2	.	.	X
fcis-6351	150	1	igowa	igowa	PROPN
fcis-6351	150	2	combined	combine	VERB
fcis-6351	150	3	forecasting	forecasting	NOUN
fcis-6351	150	4	model	model	NOUN
fcis-6351	150	5	for	for	ADP
fcis-6351	150	6	𝜆	𝜆	DET
fcis-6351	150	7	=	=	SYM
fcis-6351	150	8	−1	−1	NOUN
fcis-6351	150	9	according	accord	VERB
fcis-6351	150	10	to	to	ADP
fcis-6351	150	11	the	the	DET
fcis-6351	150	12	model	model	NOUN
fcis-6351	150	13	building	building	NOUN
fcis-6351	150	14	method	method	NOUN
fcis-6351	150	15	in	in	ADP
fcis-6351	150	16	2.2	2.2	NUM
fcis-6351	150	17	.	.	PUNCT
fcis-6351	150	18	,	,	PUNCT
fcis-6351	150	19	the	the	DET
fcis-6351	150	20	thirdorder	thirdorder	NOUN
fcis-6351	150	21	induced	induce	VERB
fcis-6351	150	22	ordered	order	VERB
fcis-6351	150	23	weighted	weight	VERB
fcis-6351	150	24	average	average	ADJ
fcis-6351	150	25	prediction	prediction	NOUN
fcis-6351	150	26	error	error	NOUN
fcis-6351	150	27	matrix	matrix	NOUN
fcis-6351	150	28	for	for	ADP
fcis-6351	150	29	calculating	calculate	VERB
fcis-6351	150	30	𝜆	𝜆	PRON
fcis-6351	150	31	=	=	X
fcis-6351	150	32	−1	−1	NOUN
fcis-6351	150	33	is	be	AUX
fcis-6351	150	34	:	:	PUNCT
fcis-6351	150	35	𝐸	𝐸	PROPN
fcis-6351	150	36	=	=	PUNCT
fcis-6351	151	1	[	[	PUNCT
fcis-6351	151	2	0.0081	0.0081	NUM
fcis-6351	151	3	0.0038	0.0038	NUM
fcis-6351	151	4	0.0110	0.0110	NUM
fcis-6351	151	5	0.0038	0.0038	NUM
fcis-6351	151	6	0.0287	0.0287	NUM
fcis-6351	152	1	0.0181	0.0181	NUM
fcis-6351	152	2	0.0110	0.0110	NUM
fcis-6351	152	3	0.0181	0.0181	NUM
fcis-6351	152	4	0.0766	0.0766	NUM
fcis-6351	152	5	]	]	PUNCT
fcis-6351	152	6	.	.	PUNCT
fcis-6351	153	1	143	143	NUM
fcis-6351	153	2	then	then	ADV
fcis-6351	153	3	,	,	PUNCT
fcis-6351	153	4	the	the	DET
fcis-6351	153	5	igowa	igowa	NOUN
fcis-6351	153	6	operator	operator	NOUN
fcis-6351	153	7	combination	combination	NOUN
fcis-6351	153	8	prediction	prediction	NOUN
fcis-6351	153	9	model	model	NOUN
fcis-6351	153	10	based	base	VERB
fcis-6351	153	11	on	on	ADP
fcis-6351	153	12	the	the	DET
fcis-6351	153	13	optimal	optimal	ADJ
fcis-6351	153	14	criterion	criterion	NOUN
fcis-6351	153	15	of	of	ADP
fcis-6351	153	16	minimizing	minimize	VERB
fcis-6351	153	17	the	the	DET
fcis-6351	153	18	sum	sum	NOUN
fcis-6351	153	19	of	of	ADP
fcis-6351	153	20	squares	square	NOUN
fcis-6351	153	21	of	of	ADP
fcis-6351	153	22	prediction	prediction	NOUN
fcis-6351	153	23	errors	error	NOUN
fcis-6351	153	24	can	can	AUX
fcis-6351	153	25	be	be	AUX
fcis-6351	153	26	constructed	construct	VERB
fcis-6351	153	27	as	as	ADP
fcis-6351	153	28	:	:	PUNCT
fcis-6351	153	29	𝑚𝑖𝑛𝑄2	𝑚𝑖𝑛𝑄2	NUM
fcis-6351	153	30	=	=	NUM
fcis-6351	153	31	𝑊𝑇𝐸𝑊	𝑊𝑇𝐸𝑊	VERB
fcis-6351	153	32	=	=	SYM
fcis-6351	153	33	0.0081𝜔1	0.0081𝜔1	NUM
fcis-6351	153	34	2	2	NUM
fcis-6351	153	35	+	+	CCONJ
fcis-6351	153	36	0.0076𝜔1𝜔2	0.0076𝜔1𝜔2	PUNCT
fcis-6351	154	1	+	+	CCONJ
fcis-6351	155	1	0.022𝜔1𝜔3	0.022𝜔1𝜔3	NUM
fcis-6351	156	1	+	+	CCONJ
fcis-6351	156	2	0.0287𝜔2	0.0287𝜔2	NOUN
fcis-6351	156	3	2	2	NUM
fcis-6351	156	4	+	+	SYM
fcis-6351	156	5	0.0362𝜔2𝜔3	0.0362𝜔2𝜔3	NUM
fcis-6351	156	6	+	+	CCONJ
fcis-6351	156	7	0.0766𝜔3	0.0766𝜔3	NUM
fcis-6351	156	8	2𝑠.	2𝑠.	NUM
fcis-6351	156	9	𝑡.	𝑡.	NOUN
fcis-6351	156	10	{	{	PUNCT
fcis-6351	156	11	∑𝜔𝑖	∑𝜔𝑖	SYM
fcis-6351	156	12	=	=	NOUN
fcis-6351	156	13	1	1	NUM
fcis-6351	156	14	;	;	PUNCT
fcis-6351	156	15	3	3	NUM
fcis-6351	156	16	𝑖=1	𝑖=1	PUNCT
fcis-6351	156	17	𝜔𝑖	𝜔𝑖	PRON
fcis-6351	156	18	≥	≥	NOUN
fcis-6351	156	19	0	0	NUM
fcis-6351	156	20	,	,	PUNCT
fcis-6351	156	21	𝑖	𝑖	X
fcis-6351	156	22	=	=	NOUN
fcis-6351	156	23	1,2,3	1,2,3	NOUN
fcis-6351	156	24	.	.	PUNCT
fcis-6351	157	1	using	use	VERB
fcis-6351	157	2	lingo	lingo	NOUN
fcis-6351	157	3	18.0	18.0	NUM
fcis-6351	157	4	software	software	NOUN
fcis-6351	157	5	to	to	PART
fcis-6351	157	6	solve	solve	VERB
fcis-6351	157	7	,	,	PUNCT
fcis-6351	157	8	the	the	DET
fcis-6351	157	9	weight	weight	NOUN
fcis-6351	157	10	coefficient	coefficient	NOUN
fcis-6351	157	11	obtained	obtain	VERB
fcis-6351	157	12	is	be	AUX
fcis-6351	157	13	:	:	PUNCT
fcis-6351	157	14	𝜔1	𝜔1	ADJ
fcis-6351	157	15	=	=	PUNCT
fcis-6351	157	16	0.9852，𝜔2	0.9852，𝜔2	PUNCT
fcis-6351	158	1	=	=	SYM
fcis-6351	158	2	0.0148，𝜔3	0.0148，𝜔3	PROPN
fcis-6351	158	3	=	=	SYM
fcis-6351	158	4	0	0	PROPN
fcis-6351	158	5	.	.	PUNCT
fcis-6351	159	1	then	then	ADV
fcis-6351	159	2	the	the	DET
fcis-6351	159	3	corresponding	corresponding	ADJ
fcis-6351	159	4	igowa	igowa	NOUN
fcis-6351	159	5	operator	operator	NOUN
fcis-6351	159	6	combination	combination	NOUN
fcis-6351	159	7	prediction	prediction	NOUN
fcis-6351	159	8	model	model	NOUN
fcis-6351	159	9	is	be	AUX
fcis-6351	159	10	𝑥𝑡	𝑥𝑡	ADP
fcis-6351	159	11	∧	∧	PROPN
fcis-6351	159	12	=	=	NOUN
fcis-6351	159	13	1	1	NUM
fcis-6351	159	14	0.9852	0.9852	NUM
fcis-6351	159	15	𝑥𝑣−𝑖𝑛𝑑𝑒𝑥(1𝑡	𝑥𝑣−𝑖𝑛𝑑𝑒𝑥(1𝑡	NOUN
fcis-6351	159	16	)	)	PUNCT
fcis-6351	160	1	+	+	CCONJ
fcis-6351	160	2	0.0148	0.0148	NUM
fcis-6351	160	3	𝑥𝑣−𝑖𝑛𝑑𝑒𝑥(2𝑡	𝑥𝑣−𝑖𝑛𝑑𝑒𝑥(2𝑡	X
fcis-6351	160	4	)	)	PUNCT
fcis-6351	160	5	.	.	PUNCT
fcis-6351	161	1	(	(	PUNCT
fcis-6351	161	2	12	12	NUM
fcis-6351	161	3	)	)	PUNCT
fcis-6351	161	4	the	the	DET
fcis-6351	161	5	predicted	predict	VERB
fcis-6351	161	6	value	value	NOUN
fcis-6351	161	7	and	and	CCONJ
fcis-6351	161	8	prediction	prediction	NOUN
fcis-6351	161	9	precision	precision	NOUN
fcis-6351	161	10	of	of	ADP
fcis-6351	161	11	the	the	DET
fcis-6351	161	12	combined	combine	VERB
fcis-6351	161	13	prediction	prediction	NOUN
fcis-6351	161	14	model	model	NOUN
fcis-6351	161	15	calculated	calculate	VERB
fcis-6351	161	16	according	accord	VERB
fcis-6351	161	17	to	to	ADP
fcis-6351	161	18	equation	equation	NOUN
fcis-6351	161	19	(	(	PUNCT
fcis-6351	161	20	12	12	NUM
fcis-6351	161	21	)	)	PUNCT
fcis-6351	161	22	are	be	AUX
fcis-6351	161	23	shown	show	VERB
fcis-6351	161	24	in	in	ADP
fcis-6351	161	25	table	table	NOUN
fcis-6351	161	26	5	5	NUM
fcis-6351	161	27	.	.	PUNCT
fcis-6351	162	1	during	during	ADP
fcis-6351	162	2	the	the	DET
fcis-6351	162	3	sample	sample	NOUN
fcis-6351	162	4	period	period	NOUN
fcis-6351	162	5	,	,	PUNCT
fcis-6351	162	6	the	the	DET
fcis-6351	162	7	sum	sum	NOUN
fcis-6351	162	8	of	of	ADP
fcis-6351	162	9	squares	square	NOUN
fcis-6351	162	10	of	of	ADP
fcis-6351	162	11	the	the	DET
fcis-6351	162	12	reciprocal	reciprocal	ADJ
fcis-6351	162	13	prediction	prediction	NOUN
fcis-6351	162	14	errors	error	NOUN
fcis-6351	162	15	of	of	ADP
fcis-6351	162	16	the	the	DET
fcis-6351	162	17	model	model	NOUN
fcis-6351	162	18	is	be	AUX
fcis-6351	162	19	𝑄2	𝑄2	PROPN
fcis-6351	162	20	=	=	PROPN
fcis-6351	162	21	0.00744	0.00744	NUM
fcis-6351	162	22	.	.	PUNCT
fcis-6351	163	1	3.3.3	3.3.3	NUM
fcis-6351	163	2	.	.	PUNCT
fcis-6351	164	1	igowa	igowa	PROPN
fcis-6351	164	2	combined	combine	VERB
fcis-6351	164	3	forecasting	forecasting	NOUN
fcis-6351	164	4	model	model	NOUN
fcis-6351	164	5	for	for	ADP
fcis-6351	164	6	𝜆	𝜆	PRON
fcis-6351	164	7	→	→	SYM
fcis-6351	164	8	0	0	NUM
fcis-6351	164	9	according	accord	VERB
fcis-6351	164	10	to	to	ADP
fcis-6351	164	11	the	the	DET
fcis-6351	164	12	model	model	NOUN
fcis-6351	164	13	building	building	NOUN
fcis-6351	164	14	method	method	NOUN
fcis-6351	164	15	in	in	ADP
fcis-6351	164	16	2.2	2.2	NUM
fcis-6351	164	17	.	.	PUNCT
fcis-6351	164	18	,	,	PUNCT
fcis-6351	164	19	the	the	DET
fcis-6351	164	20	thirdorder	thirdorder	NOUN
fcis-6351	164	21	induced	induce	VERB
fcis-6351	164	22	ordered	order	VERB
fcis-6351	164	23	weighted	weight	VERB
fcis-6351	164	24	average	average	ADJ
fcis-6351	164	25	prediction	prediction	NOUN
fcis-6351	164	26	error	error	NOUN
fcis-6351	164	27	matrix	matrix	NOUN
fcis-6351	164	28	for	for	ADP
fcis-6351	164	29	calculating	calculate	VERB
fcis-6351	164	30	𝜆	𝜆	PRON
fcis-6351	164	31	→	→	SYM
fcis-6351	164	32	0	0	NUM
fcis-6351	164	33	is	be	AUX
fcis-6351	164	34	:	:	PUNCT
fcis-6351	164	35	𝐸	𝐸	PROPN
fcis-6351	164	36	=	=	PUNCT
fcis-6351	164	37	[	[	PUNCT
fcis-6351	164	38	0.0204	0.0204	NUM
fcis-6351	164	39	0.0159	0.0159	NUM
fcis-6351	164	40	0.0333	0.0333	NUM
fcis-6351	164	41	0.0159	0.0159	NUM
fcis-6351	164	42	0.0653	0.0653	NUM
fcis-6351	164	43	0.0381	0.0381	NUM
fcis-6351	164	44	0.0333	0.0333	NUM
fcis-6351	164	45	0.0381	0.0381	NUM
fcis-6351	164	46	0.1535	0.1535	NUM
fcis-6351	164	47	]	]	PUNCT
fcis-6351	164	48	.	.	PUNCT
fcis-6351	165	1	then	then	ADV
fcis-6351	165	2	,	,	PUNCT
fcis-6351	165	3	the	the	DET
fcis-6351	165	4	igowa	igowa	NOUN
fcis-6351	165	5	operator	operator	NOUN
fcis-6351	165	6	combination	combination	NOUN
fcis-6351	165	7	prediction	prediction	NOUN
fcis-6351	165	8	model	model	NOUN
fcis-6351	165	9	based	base	VERB
fcis-6351	165	10	on	on	ADP
fcis-6351	165	11	the	the	DET
fcis-6351	165	12	optimal	optimal	ADJ
fcis-6351	165	13	criterion	criterion	NOUN
fcis-6351	165	14	of	of	ADP
fcis-6351	165	15	minimizing	minimize	VERB
fcis-6351	165	16	the	the	DET
fcis-6351	165	17	sum	sum	NOUN
fcis-6351	165	18	of	of	ADP
fcis-6351	165	19	squares	square	NOUN
fcis-6351	165	20	of	of	ADP
fcis-6351	165	21	prediction	prediction	NOUN
fcis-6351	165	22	errors	error	NOUN
fcis-6351	165	23	can	can	AUX
fcis-6351	165	24	be	be	AUX
fcis-6351	165	25	constructed	construct	VERB
fcis-6351	165	26	as	as	ADP
fcis-6351	165	27	:	:	PUNCT
fcis-6351	165	28	𝑚𝑖𝑛𝑄2	𝑚𝑖𝑛𝑄2	NUM
fcis-6351	165	29	=	=	NOUN
fcis-6351	165	30	𝑊𝑇𝐸𝑊	𝑊𝑇𝐸𝑊	ADJ
fcis-6351	165	31	=	=	SYM
fcis-6351	165	32	0.0204𝜔1	0.0204𝜔1	NOUN
fcis-6351	165	33	2	2	NUM
fcis-6351	165	34	+	+	NUM
fcis-6351	165	35	0.0318𝜔1𝜔2	0.0318𝜔1𝜔2	NUM
fcis-6351	166	1	+	+	CCONJ
fcis-6351	166	2	0.0666𝜔1𝜔3	0.0666𝜔1𝜔3	NOUN
fcis-6351	166	3	+	+	CCONJ
fcis-6351	166	4	0.0653𝜔2	0.0653𝜔2	NUM
fcis-6351	166	5	2	2	NUM
fcis-6351	166	6	+	+	NUM
fcis-6351	166	7	0.0762𝜔2𝜔3	0.0762𝜔2𝜔3	NUM
fcis-6351	166	8	+	+	CCONJ
fcis-6351	166	9	0.1535𝜔3	0.1535𝜔3	NUM
fcis-6351	166	10	2𝑠.	2𝑠.	NUM
fcis-6351	166	11	𝑡.	𝑡.	NOUN
fcis-6351	166	12	{	{	PUNCT
fcis-6351	166	13	∑𝜔𝑖	∑𝜔𝑖	SYM
fcis-6351	166	14	=	=	NOUN
fcis-6351	166	15	1	1	NUM
fcis-6351	166	16	;	;	PUNCT
fcis-6351	166	17	3	3	NUM
fcis-6351	166	18	𝑖=1	𝑖=1	PUNCT
fcis-6351	166	19	𝜔𝑖	𝜔𝑖	PRON
fcis-6351	166	20	≥	≥	NOUN
fcis-6351	166	21	0	0	NUM
fcis-6351	166	22	,	,	PUNCT
fcis-6351	166	23	𝑖	𝑖	X
fcis-6351	166	24	=	=	NOUN
fcis-6351	166	25	1,2,3	1,2,3	NOUN
fcis-6351	166	26	.	.	PUNCT
fcis-6351	166	27	using	use	VERB
fcis-6351	166	28	lingo	lingo	NOUN
fcis-6351	166	29	18.0	18.0	NUM
fcis-6351	166	30	software	software	NOUN
fcis-6351	166	31	to	to	PART
fcis-6351	166	32	solve	solve	VERB
fcis-6351	166	33	,	,	PUNCT
fcis-6351	166	34	the	the	DET
fcis-6351	166	35	weight	weight	NOUN
fcis-6351	166	36	coefficient	coefficient	NOUN
fcis-6351	166	37	obtained	obtain	VERB
fcis-6351	166	38	is	be	AUX
fcis-6351	166	39	:	:	PUNCT
fcis-6351	166	40	𝜔1	𝜔1	ADJ
fcis-6351	166	41	=	=	SYM
fcis-6351	166	42	0.9164，𝜔2	0.9164，𝜔2	PROPN
fcis-6351	167	1	=	=	SYM
fcis-6351	167	2	0.0836，𝜔3	0.0836，𝜔3	NUM
fcis-6351	167	3	=	=	SYM
fcis-6351	167	4	0	0	PROPN
fcis-6351	167	5	.	.	PUNCT
fcis-6351	168	1	then	then	ADV
fcis-6351	168	2	the	the	DET
fcis-6351	168	3	corresponding	corresponding	ADJ
fcis-6351	168	4	igowa	igowa	NOUN
fcis-6351	168	5	operator	operator	NOUN
fcis-6351	168	6	combination	combination	NOUN
fcis-6351	168	7	prediction	prediction	NOUN
fcis-6351	168	8	model	model	NOUN
fcis-6351	168	9	is	be	AUX
fcis-6351	168	10	𝑥𝑡	𝑥𝑡	ADP
fcis-6351	168	11	∧	∧	PROPN
fcis-6351	168	12	=	=	SYM
fcis-6351	168	13	𝑥𝑣−𝑖𝑛𝑑𝑒𝑥(1𝑡	𝑥𝑣−𝑖𝑛𝑑𝑒𝑥(1𝑡	NOUN
fcis-6351	168	14	)	)	PUNCT
fcis-6351	168	15	0.9164	0.9164	NOUN
fcis-6351	168	16	𝑥𝑣−𝑖𝑛𝑑𝑒𝑥(2𝑡	𝑥𝑣−𝑖𝑛𝑑𝑒𝑥(2𝑡	X
fcis-6351	168	17	)	)	PUNCT
fcis-6351	168	18	0.0836	0.0836	NUM
fcis-6351	168	19	.	.	PUNCT
fcis-6351	169	1	(	(	PUNCT
fcis-6351	169	2	13	13	NUM
fcis-6351	169	3	)	)	PUNCT
fcis-6351	169	4	the	the	DET
fcis-6351	169	5	predicted	predict	VERB
fcis-6351	169	6	value	value	NOUN
fcis-6351	169	7	and	and	CCONJ
fcis-6351	169	8	prediction	prediction	NOUN
fcis-6351	169	9	precision	precision	NOUN
fcis-6351	169	10	of	of	ADP
fcis-6351	169	11	the	the	DET
fcis-6351	169	12	combined	combine	VERB
fcis-6351	169	13	prediction	prediction	NOUN
fcis-6351	169	14	model	model	NOUN
fcis-6351	169	15	calculated	calculate	VERB
fcis-6351	169	16	according	accord	VERB
fcis-6351	169	17	to	to	ADP
fcis-6351	169	18	equation	equation	NOUN
fcis-6351	169	19	(	(	PUNCT
fcis-6351	169	20	13	13	NUM
fcis-6351	169	21	)	)	PUNCT
fcis-6351	169	22	are	be	AUX
fcis-6351	169	23	shown	show	VERB
fcis-6351	169	24	in	in	ADP
fcis-6351	169	25	table	table	NOUN
fcis-6351	169	26	5	5	NUM
fcis-6351	169	27	.	.	PUNCT
fcis-6351	170	1	during	during	ADP
fcis-6351	170	2	the	the	DET
fcis-6351	170	3	sample	sample	NOUN
fcis-6351	170	4	period	period	NOUN
fcis-6351	170	5	,	,	PUNCT
fcis-6351	170	6	the	the	DET
fcis-6351	170	7	sum	sum	NOUN
fcis-6351	170	8	of	of	ADP
fcis-6351	170	9	squares	square	NOUN
fcis-6351	170	10	of	of	ADP
fcis-6351	170	11	the	the	DET
fcis-6351	170	12	prediction	prediction	NOUN
fcis-6351	170	13	logarithmic	logarithmic	ADJ
fcis-6351	170	14	error	error	NOUN
fcis-6351	170	15	of	of	ADP
fcis-6351	170	16	the	the	DET
fcis-6351	170	17	model	model	NOUN
fcis-6351	170	18	is	be	AUX
fcis-6351	170	19	𝑄2	𝑄2	PROPN
fcis-6351	170	20	=	=	PROPN
fcis-6351	170	21	0.02002	0.02002	NUM
fcis-6351	170	22	.	.	PUNCT
fcis-6351	171	1	3.3.4	3.3.4	NUM
fcis-6351	171	2	.	.	PUNCT
fcis-6351	172	1	igowa	igowa	PROPN
fcis-6351	172	2	combined	combine	VERB
fcis-6351	172	3	forecasting	forecasting	NOUN
fcis-6351	172	4	model	model	NOUN
fcis-6351	172	5	for	for	ADP
fcis-6351	172	6	𝜆	𝜆	DET
fcis-6351	172	7	=	=	SYM
fcis-6351	172	8	0.5	0.5	NUM
fcis-6351	172	9	table	table	NOUN
fcis-6351	172	10	5	5	NUM
fcis-6351	172	11	.	.	PUNCT
fcis-6351	172	12	predicted	predict	VERB
fcis-6351	172	13	value	value	NOUN
fcis-6351	172	14	and	and	CCONJ
fcis-6351	172	15	prediction	prediction	NOUN
fcis-6351	172	16	precision	precision	NOUN
fcis-6351	172	17	of	of	ADP
fcis-6351	172	18	igowa	igowa	NOUN
fcis-6351	172	19	operator	operator	NOUN
fcis-6351	172	20	combination	combination	NOUN
fcis-6351	172	21	prediction	prediction	NOUN
fcis-6351	172	22	model	model	NOUN
fcis-6351	172	23	year	year	NOUN
fcis-6351	172	24	actual	actual	ADJ
fcis-6351	172	25	value	value	NOUN
fcis-6351	172	26	of	of	ADP
fcis-6351	172	27	r&d	r&d	NOUN
fcis-6351	172	28	intensity	intensity	NOUN
fcis-6351	172	29	(	(	PUNCT
fcis-6351	172	30	%	%	INTJ
fcis-6351	172	31	)	)	PUNCT
fcis-6351	172	32	λ=1	λ=1	X
fcis-6351	172	33	λ=-1	λ=-1	X
fcis-6351	172	34	λ→0	λ→0	PUNCT
fcis-6351	172	35	λ=0.5	λ=0.5	PROPN
fcis-6351	172	36	predicted	predict	VERB
fcis-6351	172	37	value	value	NOUN
fcis-6351	172	38	(	(	PUNCT
fcis-6351	172	39	%	%	INTJ
fcis-6351	172	40	)	)	PUNCT
fcis-6351	172	41	prediction	prediction	NOUN
fcis-6351	172	42	accuracy	accuracy	NOUN
fcis-6351	172	43	predicted	predict	VERB
fcis-6351	172	44	value	value	NOUN
fcis-6351	172	45	(	(	PUNCT
fcis-6351	172	46	%	%	INTJ
fcis-6351	172	47	)	)	PUNCT
fcis-6351	172	48	prediction	prediction	NOUN
fcis-6351	172	49	accuracy	accuracy	NOUN
fcis-6351	172	50	predicted	predict	VERB
fcis-6351	172	51	value	value	NOUN
fcis-6351	172	52	(	(	PUNCT
fcis-6351	172	53	%	%	INTJ
fcis-6351	172	54	)	)	PUNCT
fcis-6351	172	55	prediction	prediction	NOUN
fcis-6351	172	56	accuracy	accuracy	NOUN
fcis-6351	172	57	predicted	predict	VERB
fcis-6351	172	58	value	value	NOUN
fcis-6351	172	59	(	(	PUNCT
fcis-6351	172	60	%	%	INTJ
fcis-6351	172	61	)	)	PUNCT
fcis-6351	172	62	prediction	prediction	NOUN
fcis-6351	172	63	accuracy	accuracy	NOUN
fcis-6351	172	64	2006	2006	NUM
fcis-6351	172	65	0.9600	0.9600	NUM
fcis-6351	172	66	0.9600	0.9600	NUM
fcis-6351	172	67	1.0000	1.0000	NUM
fcis-6351	172	68	0.9600	0.9600	NUM
fcis-6351	172	69	1.0000	1.0000	NUM
fcis-6351	172	70	0.9600	0.9600	NUM
fcis-6351	172	71	1.0000	1.0000	NUM
fcis-6351	172	72	0.9600	0.9600	NUM
fcis-6351	172	73	1.0000	1.0000	NUM
fcis-6351	172	74	2007	2007	NUM
fcis-6351	172	75	0.9900	0.9900	NUM
fcis-6351	172	76	0.9617	0.9617	NUM
fcis-6351	172	77	0.9714	0.9714	NUM
fcis-6351	173	1	0.9583	0.9583	NUM
fcis-6351	173	2	0.9679	0.9679	NUM
fcis-6351	173	3	0.9644	0.9644	NUM
fcis-6351	173	4	0.9742	0.9742	NUM
fcis-6351	173	5	0.9627	0.9627	NUM
fcis-6351	173	6	0.9724	0.9724	NUM
fcis-6351	173	7	2008	2008	NUM
fcis-6351	173	8	1.1200	1.1200	NUM
fcis-6351	174	1	1.0966	1.0966	NUM
fcis-6351	174	2	0.9791	0.9791	NUM
fcis-6351	174	3	1.0917	1.0917	NUM
fcis-6351	174	4	0.9748	0.9748	NUM
fcis-6351	174	5	1.1005	1.1005	NUM
fcis-6351	174	6	0.9826	0.9826	NUM
fcis-6351	174	7	1.0981	1.0981	NUM
fcis-6351	174	8	0.9804	0.9804	NUM
fcis-6351	174	9	2009	2009	NUM
fcis-6351	174	10	1.3500	1.3500	NUM
fcis-6351	174	11	1.2993	1.2993	NUM
fcis-6351	174	12	0.9625	0.9625	NUM
fcis-6351	174	13	1.3019	1.3019	NUM
fcis-6351	174	14	0.9643	0.9643	NUM
fcis-6351	174	15	1.2967	1.2967	NUM
fcis-6351	174	16	0.9605	0.9605	NUM
fcis-6351	174	17	1.2984	1.2984	NUM
fcis-6351	174	18	0.9617	0.9617	NUM
fcis-6351	174	19	2010	2010	NUM
fcis-6351	174	20	1.3200	1.3200	NUM
fcis-6351	174	21	1.3868	1.3868	NUM
fcis-6351	174	22	0.9494	0.9494	NUM
fcis-6351	174	23	1.3855	1.3855	NUM
fcis-6351	174	24	0.9504	0.9504	NUM
fcis-6351	174	25	1.3879	1.3879	NUM
fcis-6351	174	26	0.9486	0.9486	NUM
fcis-6351	174	27	1.3872	1.3872	NUM
fcis-6351	174	28	0.9491	0.9491	NUM
fcis-6351	174	29	2011	2011	NUM
fcis-6351	174	30	1.4000	1.4000	NUM
fcis-6351	174	31	1.3844	1.3844	NUM
fcis-6351	174	32	0.9888	0.9888	NUM
fcis-6351	174	33	1.3812	1.3812	NUM
fcis-6351	174	34	0.9866	0.9866	NUM
fcis-6351	174	35	1.3871	1.3871	NUM
fcis-6351	174	36	0.9908	0.9908	NUM
fcis-6351	174	37	1.3854	1.3854	NUM
fcis-6351	174	38	0.9896	0.9896	NUM
fcis-6351	174	39	2012	2012	NUM
fcis-6351	174	40	1.6400	1.6400	NUM
fcis-6351	174	41	1.5523	1.5523	NUM
fcis-6351	174	42	0.9465	0.9465	NUM
fcis-6351	174	43	1.5535	1.5535	NUM
fcis-6351	174	44	0.9472	0.9472	NUM
fcis-6351	174	45	1.5511	1.5511	NUM
fcis-6351	174	46	0.9458	0.9458	NUM
fcis-6351	174	47	1.5519	1.5519	NUM
fcis-6351	174	48	0.9463	0.9463	NUM
fcis-6351	174	49	2013	2013	NUM
fcis-6351	174	50	1.8300	1.8300	NUM
fcis-6351	174	51	1.7717	1.7717	NUM
fcis-6351	174	52	0.9682	0.9682	NUM
fcis-6351	174	53	1.7740	1.7740	NUM
fcis-6351	174	54	0.9694	0.9694	NUM
fcis-6351	174	55	1.7695	1.7695	NUM
fcis-6351	174	56	0.9669	0.9669	NUM
fcis-6351	174	57	1.7709	1.7709	NUM
fcis-6351	174	58	0.9677	0.9677	NUM
fcis-6351	174	59	2014	2014	NUM
fcis-6351	174	60	1.8900	1.8900	NUM
fcis-6351	174	61	1.8586	1.8586	NUM
fcis-6351	174	62	0.9834	0.9834	NUM
fcis-6351	174	63	1.8523	1.8523	NUM
fcis-6351	174	64	0.9801	0.9801	NUM
fcis-6351	174	65	1.8636	1.8636	NUM
fcis-6351	174	66	0.9861	0.9861	NUM
fcis-6351	174	67	1.8605	1.8605	NUM
fcis-6351	174	68	0.9844	0.9844	NUM
fcis-6351	174	69	2015	2015	NUM
fcis-6351	174	70	1.9600	1.9600	NUM
fcis-6351	174	71	1.9189	1.9189	NUM
fcis-6351	174	72	0.9790	0.9790	NUM
fcis-6351	174	73	1.9124	1.9124	NUM
fcis-6351	174	74	0.9757	0.9757	NUM
fcis-6351	174	75	1.9241	1.9241	NUM
fcis-6351	174	76	0.9817	0.9817	NUM
fcis-6351	174	77	1.9208	1.9208	NUM
fcis-6351	174	78	0.9800	0.9800	NUM
fcis-6351	174	79	2016	2016	NUM
fcis-6351	174	80	1.9700	1.9700	NUM
fcis-6351	174	81	2.0051	2.0051	NUM
fcis-6351	174	82	0.9822	0.9822	NUM
fcis-6351	174	83	2.0085	2.0085	NUM
fcis-6351	174	84	0.9805	0.9805	NUM
fcis-6351	174	85	2.0016	2.0016	NUM
fcis-6351	175	1	0.9840	0.9840	NUM
fcis-6351	175	2	2.0038	2.0038	NUM
fcis-6351	175	3	0.9829	0.9829	NUM
fcis-6351	175	4	2017	2017	NUM
fcis-6351	175	5	2.0900	2.0900	NUM
fcis-6351	175	6	2.0704	2.0704	NUM
fcis-6351	175	7	0.9906	0.9906	NUM
fcis-6351	175	8	2.0715	2.0715	NUM
fcis-6351	175	9	0.9912	0.9912	NUM
fcis-6351	175	10	2.0693	2.0693	NUM
fcis-6351	175	11	0.9901	0.9901	NUM
fcis-6351	175	12	2.0700	2.0700	NUM
fcis-6351	175	13	0.9904	0.9904	NUM
fcis-6351	175	14	2018	2018	NUM
fcis-6351	175	15	1.9100	1.9100	NUM
fcis-6351	175	16	2.1049	2.1049	NUM
fcis-6351	175	17	0.8980	0.8980	NUM
fcis-6351	175	18	2.1028	2.1028	NUM
fcis-6351	175	19	0.8990	0.8990	NUM
fcis-6351	175	20	2.1067	2.1067	NUM
fcis-6351	175	21	0.8970	0.8970	NUM
fcis-6351	175	22	2.1056	2.1056	NUM
fcis-6351	175	23	0.8976	0.8976	NUM
fcis-6351	175	24	2019	2019	NUM
fcis-6351	175	25	2.0300	2.0300	NUM
fcis-6351	175	26	2.0344	2.0344	NUM
fcis-6351	175	27	0.9978	0.9978	NUM
fcis-6351	175	28	2.0383	2.0383	NUM
fcis-6351	175	29	0.9959	0.9959	NUM
fcis-6351	176	1	2.0305	2.0305	NUM
fcis-6351	176	2	0.9998	0.9998	NUM
fcis-6351	176	3	2.0329	2.0329	NUM
fcis-6351	176	4	0.9986	0.9986	NUM
fcis-6351	176	5	2020	2020	NUM
fcis-6351	176	6	2.2800	2.2800	NUM
fcis-6351	176	7	2.2960	2.2960	NUM
fcis-6351	176	8	0.9930	0.9930	NUM
fcis-6351	176	9	2.2981	2.2981	NUM
fcis-6351	176	10	0.9921	0.9921	NUM
fcis-6351	176	11	2.2940	2.2940	NUM
fcis-6351	176	12	0.9939	0.9939	NUM
fcis-6351	176	13	2.2953	2.2953	NUM
fcis-6351	176	14	0.9933	0.9933	NUM
fcis-6351	176	15	according	accord	VERB
fcis-6351	176	16	to	to	ADP
fcis-6351	176	17	the	the	DET
fcis-6351	176	18	model	model	NOUN
fcis-6351	176	19	building	building	NOUN
fcis-6351	176	20	method	method	NOUN
fcis-6351	176	21	in	in	ADP
fcis-6351	176	22	2.2	2.2	NUM
fcis-6351	176	23	.	.	PUNCT
fcis-6351	176	24	,	,	PUNCT
fcis-6351	176	25	the	the	DET
fcis-6351	176	26	thirdorder	thirdorder	NOUN
fcis-6351	176	27	induced	induce	VERB
fcis-6351	176	28	ordered	order	VERB
fcis-6351	176	29	weighted	weight	VERB
fcis-6351	176	30	average	average	ADJ
fcis-6351	176	31	prediction	prediction	NOUN
fcis-6351	176	32	error	error	NOUN
fcis-6351	176	33	matrix	matrix	NOUN
fcis-6351	176	34	for	for	ADP
fcis-6351	176	35	calculating	calculate	VERB
fcis-6351	176	36	is	be	AUX
fcis-6351	176	37	:	:	PUNCT
fcis-6351	176	38	𝐸	𝐸	PROPN
fcis-6351	176	39	=	=	SYM
fcis-6351	177	1	[	[	PUNCT
fcis-6351	177	2	0.0088	0.0088	NUM
fcis-6351	177	3	0.0075	0.0075	NUM
fcis-6351	177	4	0.0147	0.0147	NUM
fcis-6351	177	5	0.0075	0.0075	NUM
fcis-6351	177	6	0.0268	0.0268	NUM
fcis-6351	177	7	0.0147	0.0147	NUM
fcis-6351	177	8	0.0147	0.0147	NUM
fcis-6351	177	9	0.0147	0.0147	NUM
fcis-6351	177	10	0.0607	0.0607	NUM
fcis-6351	177	11	]	]	PUNCT
fcis-6351	177	12	.	.	PUNCT
fcis-6351	178	1	then	then	ADV
fcis-6351	178	2	,	,	PUNCT
fcis-6351	178	3	the	the	DET
fcis-6351	178	4	igowa	igowa	NOUN
fcis-6351	178	5	operator	operator	NOUN
fcis-6351	178	6	combination	combination	NOUN
fcis-6351	178	7	prediction	prediction	NOUN
fcis-6351	178	8	model	model	NOUN
fcis-6351	178	9	based	base	VERB
fcis-6351	178	10	on	on	ADP
fcis-6351	178	11	the	the	DET
fcis-6351	178	12	optimal	optimal	ADJ
fcis-6351	178	13	criterion	criterion	NOUN
fcis-6351	178	14	of	of	ADP
fcis-6351	178	15	minimizing	minimize	VERB
fcis-6351	178	16	the	the	DET
fcis-6351	178	17	sum	sum	NOUN
fcis-6351	178	18	of	of	ADP
fcis-6351	178	19	squares	square	NOUN
fcis-6351	178	20	of	of	ADP
fcis-6351	178	21	prediction	prediction	NOUN
fcis-6351	178	22	errors	error	NOUN
fcis-6351	178	23	can	can	AUX
fcis-6351	178	24	be	be	AUX
fcis-6351	178	25	constructed	construct	VERB
fcis-6351	178	26	as	as	ADP
fcis-6351	178	27	:	:	PUNCT
fcis-6351	178	28	𝑚𝑖𝑛𝑄2	𝑚𝑖𝑛𝑄2	NUM
fcis-6351	178	29	=	=	NOUN
fcis-6351	178	30	𝑊𝑇𝐸𝑊	𝑊𝑇𝐸𝑊	VERB
fcis-6351	178	31	=	=	SYM
fcis-6351	178	32	0.0088𝜔1	0.0088𝜔1	NUM
fcis-6351	178	33	2	2	NUM
fcis-6351	178	34	+	+	NOUN
fcis-6351	178	35	0.0015𝜔1𝜔2	0.0015𝜔1𝜔2	PUNCT
fcis-6351	179	1	+	+	CCONJ
fcis-6351	179	2	0.0294𝜔1𝜔3	0.0294𝜔1𝜔3	X
fcis-6351	180	1	+	+	CCONJ
fcis-6351	180	2	0.0268𝜔2	0.0268𝜔2	NUM
fcis-6351	180	3	2	2	NUM
fcis-6351	180	4	+	+	NUM
fcis-6351	180	5	0.0294𝜔2𝜔3	0.0294𝜔2𝜔3	PUNCT
fcis-6351	180	6	+	+	PUNCT
fcis-6351	180	7	0.0607𝜔3	0.0607𝜔3	PRON
fcis-6351	180	8	2𝑠.	2𝑠.	NUM
fcis-6351	180	9	𝑡.	𝑡.	NOUN
fcis-6351	180	10	{	{	PUNCT
fcis-6351	180	11	∑𝜔𝑖	∑𝜔𝑖	SYM
fcis-6351	180	12	=	=	NOUN
fcis-6351	180	13	1	1	NUM
fcis-6351	180	14	;	;	PUNCT
fcis-6351	180	15	3	3	NUM
fcis-6351	180	16	𝑖=1	𝑖=1	PUNCT
fcis-6351	180	17	𝜔𝑖	𝜔𝑖	PRON
fcis-6351	180	18	≥	≥	NOUN
fcis-6351	180	19	0	0	NUM
fcis-6351	180	20	,	,	PUNCT
fcis-6351	180	21	𝑖	𝑖	X
fcis-6351	180	22	=	=	NOUN
fcis-6351	180	23	1,2,3	1,2,3	NOUN
fcis-6351	180	24	.	.	PUNCT
fcis-6351	180	25	using	use	VERB
fcis-6351	180	26	lingo	lingo	NOUN
fcis-6351	180	27	18.0	18.0	NUM
fcis-6351	180	28	software	software	NOUN
fcis-6351	180	29	to	to	PART
fcis-6351	180	30	solve	solve	VERB
fcis-6351	180	31	,	,	PUNCT
fcis-6351	180	32	the	the	DET
fcis-6351	180	33	weight	weight	NOUN
fcis-6351	180	34	coefficient	coefficient	NOUN
fcis-6351	180	35	obtained	obtain	VERB
fcis-6351	180	36	is	be	AUX
fcis-6351	180	37	:	:	PUNCT
fcis-6351	180	38	𝜔1	𝜔1	ADJ
fcis-6351	180	39	=	=	SYM
fcis-6351	180	40	0.9372，𝜔2	0.9372，𝜔2	PROPN
fcis-6351	180	41	=	=	SYM
fcis-6351	180	42	0.0628，𝜔3	0.0628，𝜔3	PROPN
fcis-6351	180	43	=	=	SYM
fcis-6351	180	44	0	0	PROPN
fcis-6351	180	45	.	.	PUNCT
fcis-6351	181	1	then	then	ADV
fcis-6351	181	2	the	the	DET
fcis-6351	181	3	corresponding	corresponding	ADJ
fcis-6351	181	4	igowa	igowa	NOUN
fcis-6351	181	5	operator	operator	NOUN
fcis-6351	181	6	combination	combination	NOUN
fcis-6351	181	7	144	144	NUM
fcis-6351	181	8	prediction	prediction	NOUN
fcis-6351	181	9	model	model	NOUN
fcis-6351	181	10	is	be	AUX
fcis-6351	181	11	𝑥𝑡	𝑥𝑡	ADP
fcis-6351	181	12	∧	∧	PROPN
fcis-6351	181	13	=	=	SYM
fcis-6351	181	14	(	(	PUNCT
fcis-6351	181	15	0.9372√𝑥𝑣−𝑖𝑛𝑑𝑒𝑥(1𝑡	0.9372√𝑥𝑣−𝑖𝑛𝑑𝑒𝑥(1𝑡	NOUN
fcis-6351	181	16	)	)	PUNCT
fcis-6351	182	1	+	+	CCONJ
fcis-6351	182	2	0.0628√𝑥𝑣−𝑖𝑛𝑑𝑒𝑥(2𝑡	0.0628√𝑥𝑣−𝑖𝑛𝑑𝑒𝑥(2𝑡	X
fcis-6351	182	3	)	)	PUNCT
fcis-6351	182	4	)	)	PUNCT
fcis-6351	183	1	2	2	X
fcis-6351	183	2	.	.	PUNCT
fcis-6351	183	3	(	(	PUNCT
fcis-6351	183	4	14	14	NUM
fcis-6351	183	5	)	)	PUNCT
fcis-6351	183	6	the	the	DET
fcis-6351	183	7	predicted	predict	VERB
fcis-6351	183	8	value	value	NOUN
fcis-6351	183	9	and	and	CCONJ
fcis-6351	183	10	prediction	prediction	NOUN
fcis-6351	183	11	precision	precision	NOUN
fcis-6351	183	12	of	of	ADP
fcis-6351	183	13	the	the	DET
fcis-6351	183	14	combined	combine	VERB
fcis-6351	183	15	prediction	prediction	NOUN
fcis-6351	183	16	model	model	NOUN
fcis-6351	183	17	calculated	calculate	VERB
fcis-6351	183	18	according	accord	VERB
fcis-6351	183	19	to	to	ADP
fcis-6351	183	20	equation	equation	NOUN
fcis-6351	183	21	(	(	PUNCT
fcis-6351	183	22	14	14	NUM
fcis-6351	183	23	)	)	PUNCT
fcis-6351	183	24	are	be	AUX
fcis-6351	183	25	shown	show	VERB
fcis-6351	183	26	in	in	ADP
fcis-6351	183	27	table	table	NOUN
fcis-6351	183	28	5	5	NUM
fcis-6351	183	29	.	.	PUNCT
fcis-6351	184	1	during	during	ADP
fcis-6351	184	2	the	the	DET
fcis-6351	184	3	sample	sample	NOUN
fcis-6351	184	4	period	period	NOUN
fcis-6351	184	5	,	,	PUNCT
fcis-6351	184	6	the	the	DET
fcis-6351	184	7	sum	sum	NOUN
fcis-6351	184	8	of	of	ADP
fcis-6351	184	9	squares	square	NOUN
fcis-6351	184	10	of	of	ADP
fcis-6351	184	11	prediction	prediction	NOUN
fcis-6351	184	12	errors	error	NOUN
fcis-6351	184	13	of	of	ADP
fcis-6351	184	14	the	the	DET
fcis-6351	184	15	model	model	NOUN
fcis-6351	184	16	is	be	AUX
fcis-6351	184	17	𝑄2	𝑄2	PROPN
fcis-6351	184	18	=	=	PROPN
fcis-6351	184	19	0.00872	0.00872	NUM
fcis-6351	184	20	.	.	PUNCT
fcis-6351	185	1	3.4	3.4	NUM
fcis-6351	185	2	.	.	PUNCT
fcis-6351	185	3	evaluation	evaluation	NOUN
fcis-6351	185	4	of	of	ADP
fcis-6351	185	5	model	model	NOUN
fcis-6351	185	6	effectiveness	effectiveness	NOUN
fcis-6351	185	7	in	in	ADP
fcis-6351	185	8	order	order	NOUN
fcis-6351	185	9	to	to	PART
fcis-6351	185	10	reflect	reflect	VERB
fcis-6351	185	11	the	the	DET
fcis-6351	185	12	prediction	prediction	NOUN
fcis-6351	185	13	effectiveness	effectiveness	NOUN
fcis-6351	185	14	of	of	ADP
fcis-6351	185	15	different	different	ADJ
fcis-6351	185	16	models	model	NOUN
fcis-6351	185	17	,	,	PUNCT
fcis-6351	185	18	this	this	DET
fcis-6351	185	19	paper	paper	NOUN
fcis-6351	185	20	selects	select	VERB
fcis-6351	185	21	the	the	DET
fcis-6351	185	22	following	follow	VERB
fcis-6351	185	23	five	five	NUM
fcis-6351	185	24	error	error	NOUN
fcis-6351	185	25	indicators	indicator	NOUN
fcis-6351	185	26	to	to	PART
fcis-6351	185	27	build	build	VERB
fcis-6351	185	28	the	the	DET
fcis-6351	185	29	effectiveness	effectiveness	NOUN
fcis-6351	185	30	evaluation	evaluation	NOUN
fcis-6351	185	31	index	index	NOUN
fcis-6351	185	32	system	system	NOUN
fcis-6351	185	33	of	of	ADP
fcis-6351	185	34	igowa	igowa	NOUN
fcis-6351	185	35	operator	operator	NOUN
fcis-6351	185	36	combination	combination	NOUN
fcis-6351	185	37	prediction	prediction	NOUN
fcis-6351	185	38	model	model	NOUN
fcis-6351	185	39	based	base	VERB
fcis-6351	185	40	on	on	ADP
fcis-6351	185	41	the	the	DET
fcis-6351	185	42	principle	principle	NOUN
fcis-6351	185	43	of	of	ADP
fcis-6351	185	44	minimum	minimum	ADJ
fcis-6351	185	45	sum	sum	NOUN
fcis-6351	185	46	of	of	ADP
fcis-6351	185	47	squares	square	NOUN
fcis-6351	185	48	of	of	ADP
fcis-6351	185	49	errors	error	NOUN
fcis-6351	185	50	[	[	X
fcis-6351	185	51	16	16	NUM
fcis-6351	185	52	]	]	X
fcis-6351	185	53	:	:	PUNCT
fcis-6351	185	54	sum	sum	NOUN
fcis-6351	185	55	of	of	ADP
fcis-6351	185	56	squares	square	NOUN
fcis-6351	185	57	error	error	NOUN
fcis-6351	185	58	:	:	PUNCT
fcis-6351	185	59	𝑆𝑆𝐸	𝑆𝑆𝐸	PROPN
fcis-6351	185	60	=	=	PRON
fcis-6351	185	61	∑	∑	PUNCT
fcis-6351	185	62	(	(	PUNCT
fcis-6351	185	63	𝑥𝑡	𝑥𝑡	ADV
fcis-6351	185	64	−	−	PROPN
fcis-6351	185	65	𝑥𝑡	𝑥𝑡	ADP
fcis-6351	185	66	∧	∧	NOUN
fcis-6351	185	67	)	)	PUNCT
fcis-6351	185	68	𝑁	𝑁	PROPN
fcis-6351	185	69	𝑡=1	𝑡=1	PROPN
fcis-6351	185	70	2	2	NUM
fcis-6351	185	71	;	;	PUNCT
fcis-6351	185	72	(	(	PUNCT
fcis-6351	185	73	15	15	X
fcis-6351	185	74	)	)	PUNCT
fcis-6351	185	75	mean	mean	NOUN
fcis-6351	185	76	square	square	ADJ
fcis-6351	185	77	error	error	NOUN
fcis-6351	185	78	:	:	PUNCT
fcis-6351	185	79	𝑀𝑆𝐸	𝑀𝑆𝐸	PROPN
fcis-6351	185	80	=	=	SYM
fcis-6351	185	81	1	1	NUM
fcis-6351	185	82	𝑁	𝑁	PROPN
fcis-6351	185	83	√∑	√∑	ADV
fcis-6351	185	84	(	(	PUNCT
fcis-6351	185	85	𝑥𝑡	𝑥𝑡	ADV
fcis-6351	185	86	−	−	PROPN
fcis-6351	185	87	𝑥𝑡	𝑥𝑡	ADP
fcis-6351	185	88	∧	∧	NOUN
fcis-6351	185	89	)	)	PUNCT
fcis-6351	185	90	2𝑁	2𝑁	NOUN
fcis-6351	185	91	𝑡=1	𝑡=1	PROPN
fcis-6351	185	92	;	;	PUNCT
fcis-6351	185	93	(	(	PUNCT
fcis-6351	185	94	16	16	NUM
fcis-6351	185	95	)	)	PUNCT
fcis-6351	185	96	square	square	ADJ
fcis-6351	185	97	absolute	absolute	ADJ
fcis-6351	185	98	error	error	NOUN
fcis-6351	185	99	:	:	PUNCT
fcis-6351	185	100	𝑀𝐴𝐸	𝑀𝐴𝐸	NOUN
fcis-6351	185	101	=	=	SYM
fcis-6351	185	102	1	1	NUM
fcis-6351	185	103	𝑁	𝑁	PROPN
fcis-6351	185	104	∑	∑	PUNCT
fcis-6351	185	105	|𝑥𝑡	|𝑥𝑡	X
fcis-6351	185	106	−	−	PROPN
fcis-6351	185	107	𝑥𝑡	𝑥𝑡	ADP
fcis-6351	185	108	∧	∧	PROPN
fcis-6351	185	109	|𝑁	|𝑁	PROPN
fcis-6351	185	110	𝑡=1	𝑡=1	PROPN
fcis-6351	185	111	;	;	PUNCT
fcis-6351	185	112	(	(	PUNCT
fcis-6351	185	113	17	17	NUM
fcis-6351	185	114	)	)	PUNCT
fcis-6351	185	115	square	square	ADJ
fcis-6351	185	116	absolute	absolute	ADJ
fcis-6351	185	117	percentage	percentage	NOUN
fcis-6351	185	118	error	error	NOUN
fcis-6351	185	119	:	:	PUNCT
fcis-6351	185	120	𝑀𝐴𝑃𝐸	𝑀𝐴𝑃𝐸	ADJ
fcis-6351	185	121	=	=	SYM
fcis-6351	185	122	1	1	NUM
fcis-6351	185	123	𝑁	𝑁	PROPN
fcis-6351	185	124	∑	∑	ADV
fcis-6351	185	125	|	|	ADV
fcis-6351	185	126	𝑥𝑡−𝑥𝑡	𝑥𝑡−𝑥𝑡	PROPN
fcis-6351	185	127	∧	∧	PROPN
fcis-6351	185	128	𝑥𝑡	𝑥𝑡	ADP
fcis-6351	185	129	|𝑁	|𝑁	PROPN
fcis-6351	185	130	𝑡=1	𝑡=1	PROPN
fcis-6351	185	131	;	;	PUNCT
fcis-6351	185	132	(	(	PUNCT
fcis-6351	185	133	18	18	NUM
fcis-6351	185	134	)	)	PUNCT
fcis-6351	185	135	mean	mean	VERB
fcis-6351	185	136	square	square	ADJ
fcis-6351	185	137	percentage	percentage	NOUN
fcis-6351	185	138	error	error	NOUN
fcis-6351	185	139	:	:	PUNCT
fcis-6351	185	140	𝑀𝑆𝑃𝐸	𝑀𝑆𝑃𝐸	VERB
fcis-6351	185	141	=	=	SYM
fcis-6351	185	142	1	1	NUM
fcis-6351	185	143	𝑁	𝑁	PROPN
fcis-6351	185	144	√∑	√∑	ADV
fcis-6351	185	145	(	(	PUNCT
fcis-6351	185	146	𝑥𝑡−𝑥𝑡	𝑥𝑡−𝑥𝑡	NOUN
fcis-6351	185	147	∧	∧	PROPN
fcis-6351	185	148	𝑥𝑡	𝑥𝑡	ADP
fcis-6351	185	149	)	)	PUNCT
fcis-6351	185	150	2𝑁	2𝑁	ADJ
fcis-6351	185	151	𝑡=1	𝑡=1	PROPN
fcis-6351	185	152	.	.	PUNCT
fcis-6351	186	1	(	(	PUNCT
fcis-6351	186	2	19	19	NUM
fcis-6351	186	3	)	)	PUNCT
fcis-6351	186	4	according	accord	VERB
fcis-6351	186	5	to	to	ADP
fcis-6351	186	6	the	the	DET
fcis-6351	186	7	effectiveness	effectiveness	NOUN
fcis-6351	186	8	evaluation	evaluation	NOUN
fcis-6351	186	9	index	index	NOUN
fcis-6351	186	10	system	system	NOUN
fcis-6351	186	11	,	,	PUNCT
fcis-6351	186	12	each	each	DET
fcis-6351	186	13	error	error	NOUN
fcis-6351	186	14	index	index	NOUN
fcis-6351	186	15	under	under	ADP
fcis-6351	186	16	three	three	NUM
fcis-6351	186	17	kinds	kind	NOUN
fcis-6351	186	18	of	of	ADP
fcis-6351	186	19	single	single	ADJ
fcis-6351	186	20	prediction	prediction	NOUN
fcis-6351	186	21	models	model	NOUN
fcis-6351	186	22	and	and	CCONJ
fcis-6351	186	23	four	four	NUM
fcis-6351	186	24	kinds	kind	NOUN
fcis-6351	186	25	of	of	ADP
fcis-6351	186	26	special	special	ADJ
fcis-6351	186	27	values	value	NOUN
fcis-6351	186	28	of	of	ADP
fcis-6351	186	29	combined	combine	VERB
fcis-6351	186	30	prediction	prediction	NOUN
fcis-6351	186	31	models	model	NOUN
fcis-6351	186	32	is	be	AUX
fcis-6351	186	33	calculated	calculate	VERB
fcis-6351	186	34	and	and	CCONJ
fcis-6351	186	35	normalized	normalize	VERB
fcis-6351	186	36	[	[	X
fcis-6351	186	37	17	17	NUM
fcis-6351	186	38	]	]	PUNCT
fcis-6351	186	39	.	.	PUNCT
fcis-6351	187	1	the	the	PRON
fcis-6351	187	2	smaller	small	ADJ
fcis-6351	187	3	the	the	DET
fcis-6351	187	4	error	error	NOUN
fcis-6351	187	5	index	index	NOUN
fcis-6351	187	6	value	value	NOUN
fcis-6351	187	7	is	be	AUX
fcis-6351	187	8	,	,	PUNCT
fcis-6351	187	9	the	the	PRON
fcis-6351	187	10	better	well	ADJ
fcis-6351	187	11	the	the	DET
fcis-6351	187	12	model	model	NOUN
fcis-6351	187	13	can	can	AUX
fcis-6351	187	14	predict	predict	VERB
fcis-6351	187	15	and	and	CCONJ
fcis-6351	187	16	fit	fit	VERB
fcis-6351	187	17	the	the	DET
fcis-6351	187	18	data	datum	NOUN
fcis-6351	187	19	in	in	ADP
fcis-6351	187	20	the	the	DET
fcis-6351	187	21	sample	sample	NOUN
fcis-6351	187	22	period	period	NOUN
fcis-6351	187	23	.	.	PUNCT
fcis-6351	188	1	the	the	PRON
fcis-6351	188	2	larger	large	ADJ
fcis-6351	188	3	the	the	DET
fcis-6351	188	4	error	error	NOUN
fcis-6351	188	5	index	index	NOUN
fcis-6351	188	6	value	value	NOUN
fcis-6351	188	7	is	be	AUX
fcis-6351	188	8	,	,	PUNCT
fcis-6351	188	9	the	the	PRON
fcis-6351	188	10	worse	bad	ADJ
fcis-6351	188	11	the	the	DET
fcis-6351	188	12	effect	effect	NOUN
fcis-6351	188	13	of	of	ADP
fcis-6351	188	14	the	the	DET
fcis-6351	188	15	model	model	NOUN
fcis-6351	188	16	on	on	ADP
fcis-6351	188	17	data	datum	NOUN
fcis-6351	188	18	prediction	prediction	NOUN
fcis-6351	188	19	and	and	CCONJ
fcis-6351	188	20	fitting	fitting	ADJ
fcis-6351	188	21	in	in	ADP
fcis-6351	188	22	the	the	DET
fcis-6351	188	23	sample	sample	NOUN
fcis-6351	188	24	period	period	NOUN
fcis-6351	188	25	is	be	AUX
fcis-6351	188	26	.	.	PUNCT
fcis-6351	189	1	the	the	DET
fcis-6351	189	2	average	average	ADJ
fcis-6351	189	3	prediction	prediction	NOUN
fcis-6351	189	4	accuracy	accuracy	NOUN
fcis-6351	189	5	of	of	ADP
fcis-6351	189	6	various	various	ADJ
fcis-6351	189	7	prediction	prediction	NOUN
fcis-6351	189	8	methods	method	NOUN
fcis-6351	189	9	in	in	ADP
fcis-6351	189	10	the	the	DET
fcis-6351	189	11	sample	sample	NOUN
fcis-6351	189	12	period	period	NOUN
fcis-6351	189	13	is	be	AUX
fcis-6351	189	14	supplemented	supplement	VERB
fcis-6351	189	15	,	,	PUNCT
fcis-6351	189	16	and	and	CCONJ
fcis-6351	189	17	the	the	DET
fcis-6351	189	18	results	result	NOUN
fcis-6351	189	19	are	be	AUX
fcis-6351	189	20	shown	show	VERB
fcis-6351	189	21	in	in	ADP
fcis-6351	189	22	table	table	NOUN
fcis-6351	189	23	6	6	NUM
fcis-6351	189	24	.	.	PUNCT
fcis-6351	189	25	table	table	NOUN
fcis-6351	189	26	6	6	NUM
fcis-6351	189	27	.	.	PUNCT
fcis-6351	189	28	prediction	prediction	NOUN
fcis-6351	189	29	effect	effect	NOUN
fcis-6351	189	30	evaluation	evaluation	NOUN
fcis-6351	189	31	indicators	indicator	NOUN
fcis-6351	189	32	of	of	ADP
fcis-6351	189	33	each	each	DET
fcis-6351	189	34	model	model	NOUN
fcis-6351	189	35	evaluating	evaluate	VERB
fcis-6351	189	36	indicator	indicator	NOUN
fcis-6351	189	37	grey	grey	PROPN
fcis-6351	189	38	prediction	prediction	NOUN
fcis-6351	189	39	model	model	NOUN
fcis-6351	189	40	arima	arima	PROPN
fcis-6351	189	41	model	model	PROPN
fcis-6351	189	42	holt	holt	PROPN
fcis-6351	189	43	-	-	PUNCT
fcis-6351	189	44	winters	winters	PROPN
fcis-6351	189	45	model	model	NOUN
fcis-6351	189	46	combined	combine	VERB
fcis-6351	189	47	forecasting	forecasting	NOUN
fcis-6351	189	48	model	model	NOUN
fcis-6351	189	49	λ=1	λ=1	X
fcis-6351	189	50	λ=-1	λ=-1	X
fcis-6351	189	51	λ→0	λ→0	PUNCT
fcis-6351	189	52	λ=0.5	λ=0.5	ADJ
fcis-6351	189	53	sse	sse	NOUN
fcis-6351	189	54	0.2095	0.2095	NUM
fcis-6351	189	55	0.1413	0.1413	NUM
fcis-6351	189	56	0.3067	0.3067	NUM
fcis-6351	190	1	0.0623	0.0623	NUM
fcis-6351	190	2	0.0625	0.0625	NUM
fcis-6351	190	3	0.0625	0.0625	NUM
fcis-6351	190	4	0.0623	0.0623	NUM
fcis-6351	190	5	sse	sse	NOUN
fcis-6351	190	6	normalization	normalization	NOUN
fcis-6351	190	7	0.6831	0.6831	NUM
fcis-6351	191	1	0.4607	0.4607	NUM
fcis-6351	191	2	1.0000	1.0000	NUM
fcis-6351	191	3	0.2031	0.2031	NUM
fcis-6351	191	4	0.2038	0.2038	NUM
fcis-6351	191	5	0.2038	0.2038	NUM
fcis-6351	191	6	0.2031	0.2031	NUM
fcis-6351	191	7	mse	mse	NOUN
fcis-6351	191	8	0.0305	0.0305	NUM
fcis-6351	191	9	0.0251	0.0251	NUM
fcis-6351	191	10	0.0369	0.0369	NUM
fcis-6351	191	11	0.0166	0.0166	NUM
fcis-6351	191	12	0.0167	0.0167	NUM
fcis-6351	191	13	0.0167	0.0167	NUM
fcis-6351	191	14	0.0166	0.0166	NUM
fcis-6351	191	15	mse	mse	NOUN
fcis-6351	191	16	normalization	normalization	NOUN
fcis-6351	191	17	0.8266	0.8266	NUM
fcis-6351	191	18	0.6802	0.6802	NUM
fcis-6351	191	19	1.0000	1.0000	NUM
fcis-6351	191	20	0.4499	0.4499	NUM
fcis-6351	191	21	0.4526	0.4526	NUM
fcis-6351	191	22	0.4526	0.4526	NUM
fcis-6351	191	23	0.4499	0.4499	NUM
fcis-6351	191	24	mae	mae	PROPN
fcis-6351	191	25	0.1022	0.1022	PROPN
fcis-6351	191	26	0.0727	0.0727	NUM
fcis-6351	191	27	0.1200	0.1200	NUM
fcis-6351	191	28	0.0449	0.0449	NUM
fcis-6351	191	29	0.0464	0.0464	NUM
fcis-6351	191	30	0.0436	0.0436	NUM
fcis-6351	191	31	0.0444	0.0444	NUM
fcis-6351	191	32	mae	mae	PROPN
fcis-6351	191	33	normalization	normalization	NOUN
fcis-6351	191	34	0.8517	0.8517	NUM
fcis-6351	191	35	0.6058	0.6058	NUM
fcis-6351	191	36	1.0000	1.0000	NUM
fcis-6351	191	37	0.3742	0.3742	NUM
fcis-6351	191	38	0.3867	0.3867	NUM
fcis-6351	191	39	0.3633	0.3633	NUM
fcis-6351	191	40	0.3700	0.3700	NUM
fcis-6351	191	41	mape	mape	NOUN
fcis-6351	191	42	0.0635	0.0635	NUM
fcis-6351	191	43	0.0454	0.0454	NUM
fcis-6351	191	44	0.0717	0.0717	NUM
fcis-6351	191	45	0.0273	0.0273	NUM
fcis-6351	191	46	0.0283	0.0283	NUM
fcis-6351	191	47	0.0265	0.0265	NUM
fcis-6351	191	48	0.0270	0.0270	NUM
fcis-6351	191	49	mape	mape	NOUN
fcis-6351	191	50	normalization	normalization	NOUN
fcis-6351	191	51	0.8865	0.8865	NUM
fcis-6351	191	52	0.6332	0.6332	NUM
fcis-6351	191	53	1.0000	1.0000	NUM
fcis-6351	191	54	0.3808	0.3808	NUM
fcis-6351	191	55	0.3947	0.3947	NUM
fcis-6351	191	56	0.3696	0.3696	NUM
fcis-6351	191	57	0.3766	0.3766	NUM
fcis-6351	191	58	mspe	mspe	NOUN
fcis-6351	191	59	0.0193	0.0193	NUM
fcis-6351	191	60	0.0150	0.0150	NUM
fcis-6351	191	61	0.0217	0.0217	NUM
fcis-6351	191	62	0.0096	0.0096	NUM
fcis-6351	191	63	0.0097	0.0097	NUM
fcis-6351	191	64	0.0096	0.0096	NUM
fcis-6351	191	65	0.0096	0.0096	NUM
fcis-6351	191	66	mspe	mspe	ADJ
fcis-6351	191	67	normalization	normalization	NOUN
fcis-6351	191	68	0.8894	0.8894	NUM
fcis-6351	191	69	0.6912	0.6912	NUM
fcis-6351	191	70	1.0000	1.0000	NUM
fcis-6351	191	71	0.4424	0.4424	NUM
fcis-6351	191	72	0.4470	0.4470	NUM
fcis-6351	191	73	0.4424	0.4424	NUM
fcis-6351	191	74	0.4424	0.4424	NUM
fcis-6351	191	75	average	average	ADJ
fcis-6351	191	76	precision	precision	NOUN
fcis-6351	191	77	0.9365	0.9365	NUM
fcis-6351	191	78	0.9546	0.9546	NUM
fcis-6351	191	79	0.9283	0.9283	NUM
fcis-6351	191	80	0.9727	0.9727	NUM
fcis-6351	191	81	0.9717	0.9717	NUM
fcis-6351	191	82	0.9735	0.9735	NUM
fcis-6351	191	83	0.9730	0.9730	NUM
fcis-6351	191	84	from	from	ADP
fcis-6351	191	85	the	the	DET
fcis-6351	191	86	data	datum	NOUN
fcis-6351	191	87	in	in	ADP
fcis-6351	191	88	table	table	NOUN
fcis-6351	191	89	6	6	NUM
fcis-6351	191	90	,	,	PUNCT
fcis-6351	191	91	among	among	ADP
fcis-6351	191	92	the	the	DET
fcis-6351	191	93	three	three	NUM
fcis-6351	191	94	single	single	ADJ
fcis-6351	191	95	item	item	NOUN
fcis-6351	191	96	prediction	prediction	NOUN
fcis-6351	191	97	models	model	NOUN
fcis-6351	191	98	,	,	PUNCT
fcis-6351	191	99	the	the	DET
fcis-6351	191	100	prediction	prediction	NOUN
fcis-6351	191	101	error	error	NOUN
fcis-6351	191	102	of	of	ADP
fcis-6351	191	103	the	the	DET
fcis-6351	191	104	time	time	NOUN
fcis-6351	191	105	series	series	PROPN
fcis-6351	191	106	model	model	PROPN
fcis-6351	191	107	arima	arima	PROPN
fcis-6351	191	108	(	(	PUNCT
fcis-6351	191	109	1,1,2	1,1,2	NUM
fcis-6351	191	110	)	)	PUNCT
fcis-6351	191	111	is	be	AUX
fcis-6351	191	112	relatively	relatively	ADV
fcis-6351	191	113	minimum	minimum	ADJ
fcis-6351	191	114	,	,	PUNCT
fcis-6351	191	115	which	which	PRON
fcis-6351	191	116	indicates	indicate	VERB
fcis-6351	191	117	that	that	SCONJ
fcis-6351	191	118	the	the	DET
fcis-6351	191	119	model	model	NOUN
fcis-6351	191	120	has	have	VERB
fcis-6351	191	121	a	a	DET
fcis-6351	191	122	good	good	ADJ
fcis-6351	191	123	effect	effect	NOUN
fcis-6351	191	124	on	on	ADP
fcis-6351	191	125	single	single	ADJ
fcis-6351	191	126	item	item	NOUN
fcis-6351	191	127	prediction	prediction	NOUN
fcis-6351	191	128	of	of	ADP
fcis-6351	191	129	data	datum	NOUN
fcis-6351	191	130	in	in	ADP
fcis-6351	191	131	the	the	DET
fcis-6351	191	132	sample	sample	NOUN
fcis-6351	191	133	period	period	NOUN
fcis-6351	191	134	.	.	PUNCT
fcis-6351	192	1	the	the	DET
fcis-6351	192	2	holt	holt	PROPN
fcis-6351	192	3	-	-	PUNCT
fcis-6351	192	4	winters	winters	PROPN
fcis-6351	192	5	non	non	ADJ
fcis-6351	192	6	-	-	ADJ
fcis-6351	192	7	seasonal	seasonal	ADJ
fcis-6351	192	8	exponential	exponential	ADJ
fcis-6351	192	9	smoothing	smoothing	NOUN
fcis-6351	192	10	prediction	prediction	NOUN
fcis-6351	192	11	model	model	NOUN
fcis-6351	192	12	has	have	VERB
fcis-6351	192	13	the	the	DET
fcis-6351	192	14	largest	large	ADJ
fcis-6351	192	15	prediction	prediction	NOUN
fcis-6351	192	16	error	error	NOUN
fcis-6351	192	17	index	index	NOUN
fcis-6351	192	18	value	value	NOUN
fcis-6351	192	19	,	,	PUNCT
fcis-6351	192	20	which	which	PRON
fcis-6351	192	21	indicates	indicate	VERB
fcis-6351	192	22	that	that	SCONJ
fcis-6351	192	23	the	the	DET
fcis-6351	192	24	model	model	NOUN
fcis-6351	192	25	performs	perform	VERB
fcis-6351	192	26	poorly	poorly	ADV
fcis-6351	192	27	in	in	ADP
fcis-6351	192	28	single	single	ADJ
fcis-6351	192	29	prediction	prediction	NOUN
fcis-6351	192	30	fitting	fitting	ADJ
fcis-6351	192	31	of	of	ADP
fcis-6351	192	32	data	datum	NOUN
fcis-6351	192	33	in	in	ADP
fcis-6351	192	34	the	the	DET
fcis-6351	192	35	sample	sample	NOUN
fcis-6351	192	36	period	period	NOUN
fcis-6351	192	37	.	.	PUNCT
fcis-6351	193	1	then	then	ADV
fcis-6351	193	2	observe	observe	VERB
fcis-6351	193	3	the	the	DET
fcis-6351	193	4	prediction	prediction	NOUN
fcis-6351	193	5	performance	performance	NOUN
fcis-6351	193	6	of	of	ADP
fcis-6351	193	7	the	the	DET
fcis-6351	193	8	combined	combine	VERB
fcis-6351	193	9	prediction	prediction	NOUN
fcis-6351	193	10	model	model	NOUN
fcis-6351	193	11	.	.	PUNCT
fcis-6351	194	1	no	no	ADV
fcis-6351	194	2	matter	matter	ADV
fcis-6351	194	3	what	what	PRON
fcis-6351	194	4	parameters	parameter	NOUN
fcis-6351	194	5	igowa	igowa	NOUN
fcis-6351	194	6	operator	operator	NOUN
fcis-6351	194	7	takes	take	VERB
fcis-6351	194	8	or	or	CCONJ
fcis-6351	194	9	what	what	DET
fcis-6351	194	10	error	error	NOUN
fcis-6351	194	11	indicators	indicator	NOUN
fcis-6351	194	12	are	be	AUX
fcis-6351	194	13	used	use	VERB
fcis-6351	194	14	,	,	PUNCT
fcis-6351	194	15	the	the	DET
fcis-6351	194	16	prediction	prediction	NOUN
fcis-6351	194	17	error	error	NOUN
fcis-6351	194	18	index	index	NOUN
fcis-6351	194	19	value	value	NOUN
fcis-6351	194	20	of	of	ADP
fcis-6351	194	21	igowa	igowa	NOUN
fcis-6351	194	22	operator	operator	NOUN
fcis-6351	194	23	is	be	AUX
fcis-6351	194	24	far	far	ADV
fcis-6351	194	25	less	less	ADJ
fcis-6351	194	26	than	than	ADP
fcis-6351	194	27	the	the	DET
fcis-6351	194	28	prediction	prediction	NOUN
fcis-6351	194	29	error	error	NOUN
fcis-6351	194	30	index	index	NOUN
fcis-6351	194	31	value	value	NOUN
fcis-6351	194	32	of	of	ADP
fcis-6351	194	33	various	various	ADJ
fcis-6351	194	34	single	single	ADJ
fcis-6351	194	35	prediction	prediction	NOUN
fcis-6351	194	36	models	model	NOUN
fcis-6351	194	37	.	.	PUNCT
fcis-6351	195	1	the	the	DET
fcis-6351	195	2	average	average	ADJ
fcis-6351	195	3	precision	precision	NOUN
fcis-6351	195	4	of	of	ADP
fcis-6351	195	5	the	the	DET
fcis-6351	195	6	combined	combine	VERB
fcis-6351	195	7	forecasting	forecasting	NOUN
fcis-6351	195	8	model	model	NOUN
fcis-6351	195	9	is	be	AUX
fcis-6351	195	10	also	also	ADV
fcis-6351	195	11	higher	high	ADJ
fcis-6351	195	12	than	than	ADP
fcis-6351	195	13	the	the	DET
fcis-6351	195	14	average	average	ADJ
fcis-6351	195	15	forecasting	forecasting	NOUN
fcis-6351	195	16	precision	precision	NOUN
fcis-6351	195	17	of	of	ADP
fcis-6351	195	18	each	each	DET
fcis-6351	195	19	single	single	ADJ
fcis-6351	195	20	forecast	forecast	NOUN
fcis-6351	195	21	,	,	PUNCT
fcis-6351	195	22	which	which	PRON
fcis-6351	195	23	is	be	AUX
fcis-6351	195	24	higher	high	ADJ
fcis-6351	195	25	than	than	ADP
fcis-6351	195	26	97.17	97.17	NUM
fcis-6351	195	27	%	%	NOUN
fcis-6351	195	28	.	.	PUNCT
fcis-6351	196	1	the	the	DET
fcis-6351	196	2	high	high	ADJ
fcis-6351	196	3	prediction	prediction	NOUN
fcis-6351	196	4	accuracy	accuracy	NOUN
fcis-6351	196	5	indicates	indicate	VERB
fcis-6351	196	6	that	that	SCONJ
fcis-6351	196	7	the	the	DET
fcis-6351	196	8	igowa	igowa	NOUN
fcis-6351	196	9	operator	operator	NOUN
fcis-6351	196	10	combination	combination	NOUN
fcis-6351	196	11	prediction	prediction	NOUN
fcis-6351	196	12	model	model	NOUN
fcis-6351	196	13	has	have	VERB
fcis-6351	196	14	better	well	ADJ
fcis-6351	196	15	prediction	prediction	NOUN
fcis-6351	196	16	effect	effect	NOUN
fcis-6351	196	17	,	,	PUNCT
fcis-6351	196	18	more	more	ADV
fcis-6351	196	19	accurate	accurate	ADJ
fcis-6351	196	20	fitting	fitting	ADJ
fcis-6351	196	21	,	,	PUNCT
fcis-6351	196	22	and	and	CCONJ
fcis-6351	196	23	the	the	DET
fcis-6351	196	24	results	result	NOUN
fcis-6351	196	25	are	be	AUX
fcis-6351	196	26	closer	close	ADJ
fcis-6351	196	27	to	to	ADP
fcis-6351	196	28	the	the	DET
fcis-6351	196	29	true	true	ADJ
fcis-6351	196	30	value	value	NOUN
fcis-6351	196	31	,	,	PUNCT
fcis-6351	196	32	which	which	PRON
fcis-6351	196	33	has	have	VERB
fcis-6351	196	34	excellent	excellent	ADJ
fcis-6351	196	35	prediction	prediction	NOUN
fcis-6351	196	36	performance	performance	NOUN
fcis-6351	196	37	and	and	CCONJ
fcis-6351	196	38	is	be	AUX
fcis-6351	196	39	significantly	significantly	ADV
fcis-6351	196	40	superior	superior	ADJ
fcis-6351	196	41	to	to	ADP
fcis-6351	196	42	other	other	ADJ
fcis-6351	196	43	single	single	ADJ
fcis-6351	196	44	prediction	prediction	NOUN
fcis-6351	196	45	models	model	NOUN
fcis-6351	196	46	.	.	PUNCT
fcis-6351	197	1	therefore	therefore	ADV
fcis-6351	197	2	,	,	PUNCT
fcis-6351	197	3	it	it	PRON
fcis-6351	197	4	is	be	AUX
fcis-6351	197	5	completely	completely	ADV
fcis-6351	197	6	reasonable	reasonable	ADJ
fcis-6351	197	7	and	and	CCONJ
fcis-6351	197	8	effective	effective	ADJ
fcis-6351	197	9	to	to	PART
fcis-6351	197	10	use	use	VERB
fcis-6351	197	11	the	the	DET
fcis-6351	197	12	igowa	igowa	NOUN
fcis-6351	197	13	operator	operator	NOUN
fcis-6351	197	14	combination	combination	NOUN
fcis-6351	197	15	prediction	prediction	NOUN
fcis-6351	197	16	model	model	NOUN
fcis-6351	197	17	based	base	VERB
fcis-6351	197	18	on	on	ADP
fcis-6351	197	19	the	the	DET
fcis-6351	197	20	minimum	minimum	ADJ
fcis-6351	197	21	sum	sum	NOUN
fcis-6351	197	22	of	of	ADP
fcis-6351	197	23	squares	square	NOUN
fcis-6351	197	24	of	of	ADP
fcis-6351	197	25	errors	error	NOUN
fcis-6351	197	26	to	to	PART
fcis-6351	197	27	estimate	estimate	VERB
fcis-6351	197	28	and	and	CCONJ
fcis-6351	197	29	predict	predict	VERB
fcis-6351	197	30	the	the	DET
fcis-6351	197	31	sample	sample	NOUN
fcis-6351	197	32	data	datum	NOUN
fcis-6351	197	33	.	.	PUNCT
fcis-6351	198	1	3.5	3.5	NUM
fcis-6351	198	2	.	.	PUNCT
fcis-6351	198	3	model	model	NOUN
fcis-6351	198	4	sensitivity	sensitivity	NOUN
fcis-6351	198	5	analysis	analysis	NOUN
fcis-6351	198	6	when	when	SCONJ
fcis-6351	198	7	the	the	DET
fcis-6351	198	8	parameter	parameter	NOUN
fcis-6351	198	9	𝜆	𝜆	PROPN
fcis-6351	198	10	of	of	ADP
fcis-6351	198	11	igowa	igowa	NOUN
fcis-6351	198	12	operator	operator	NOUN
fcis-6351	198	13	takes	take	VERB
fcis-6351	198	14	different	different	ADJ
fcis-6351	198	15	values	value	NOUN
fcis-6351	198	16	,	,	PUNCT
fcis-6351	198	17	the	the	DET
fcis-6351	198	18	optimal	optimal	ADJ
fcis-6351	198	19	weight	weight	NOUN
fcis-6351	198	20	coefficient	coefficient	NOUN
fcis-6351	198	21	of	of	ADP
fcis-6351	198	22	the	the	DET
fcis-6351	198	23	combined	combine	VERB
fcis-6351	198	24	forecasting	forecasting	NOUN
fcis-6351	198	25	model	model	NOUN
fcis-6351	198	26	will	will	AUX
fcis-6351	198	27	also	also	ADV
fcis-6351	198	28	change	change	VERB
fcis-6351	198	29	.	.	PUNCT
fcis-6351	199	1	in	in	ADP
fcis-6351	199	2	order	order	NOUN
fcis-6351	199	3	to	to	PART
fcis-6351	199	4	show	show	VERB
fcis-6351	199	5	more	more	ADV
fcis-6351	199	6	intuitively	intuitively	ADV
fcis-6351	199	7	the	the	DET
fcis-6351	199	8	influence	influence	NOUN
fcis-6351	199	9	of	of	ADP
fcis-6351	199	10	parameter	parameter	PROPN
fcis-6351	199	11	𝜆	𝜆	DET
fcis-6351	199	12	variation	variation	NOUN
fcis-6351	199	13	on	on	ADP
fcis-6351	199	14	weight	weight	NOUN
fcis-6351	199	15	coefficient	coefficient	NOUN
fcis-6351	199	16	𝜔	𝜔	X
fcis-6351	199	17	and	and	CCONJ
fcis-6351	199	18	five	five	NUM
fcis-6351	199	19	prediction	prediction	NOUN
fcis-6351	199	20	error	error	NOUN
fcis-6351	199	21	evaluation	evaluation	NOUN
fcis-6351	199	22	indexes	index	NOUN
fcis-6351	199	23	,	,	PUNCT
fcis-6351	199	24	the	the	DET
fcis-6351	199	25	sensitivity	sensitivity	NOUN
fcis-6351	199	26	of	of	ADP
fcis-6351	199	27	parameter	parameter	NOUN
fcis-6351	199	28	𝜆	𝜆	NOUN
fcis-6351	199	29	is	be	AUX
fcis-6351	199	30	carried	carry	VERB
fcis-6351	199	31	out	out	ADP
fcis-6351	199	32	[	[	X
fcis-6351	199	33	18	18	NUM
fcis-6351	199	34	]	]	PUNCT
fcis-6351	199	35	.	.	PUNCT
fcis-6351	200	1	the	the	DET
fcis-6351	200	2	results	result	NOUN
fcis-6351	200	3	are	be	AUX
fcis-6351	200	4	shown	show	VERB
fcis-6351	200	5	in	in	ADP
fcis-6351	200	6	figure	figure	NOUN
fcis-6351	200	7	2	2	NUM
fcis-6351	200	8	and	and	CCONJ
fcis-6351	200	9	figure	figure	VERB
fcis-6351	200	10	3	3	NUM
fcis-6351	200	11	respectively	respectively	ADV
fcis-6351	200	12	.	.	PUNCT
fcis-6351	201	1	it	it	PRON
fcis-6351	201	2	can	can	AUX
fcis-6351	201	3	be	be	AUX
fcis-6351	201	4	seen	see	VERB
fcis-6351	201	5	from	from	ADP
fcis-6351	201	6	figure	figure	NOUN
fcis-6351	201	7	2	2	NUM
fcis-6351	201	8	that	that	SCONJ
fcis-6351	201	9	when	when	SCONJ
fcis-6351	201	10	𝜆	𝜆	PRON
fcis-6351	201	11	gradually	gradually	ADV
fcis-6351	201	12	falls	fall	VERB
fcis-6351	201	13	within	within	ADP
fcis-6351	201	14	the	the	DET
fcis-6351	201	15	interval	interval	NOUN
fcis-6351	201	16	[	[	X
fcis-6351	201	17	−1,0	−1,0	X
fcis-6351	201	18	)	)	PUNCT
fcis-6351	201	19	,	,	PUNCT
fcis-6351	201	20	the	the	DET
fcis-6351	201	21	weight	weight	NOUN
fcis-6351	201	22	coefficient	coefficient	NOUN
fcis-6351	201	23	𝜔1	𝜔1	ADJ
fcis-6351	201	24	decreases	decrease	NOUN
fcis-6351	201	25	and	and	CCONJ
fcis-6351	201	26	𝜔2	𝜔2	ADJ
fcis-6351	201	27	increases	increase	NOUN
fcis-6351	201	28	.	.	PUNCT
fcis-6351	202	1	when	when	SCONJ
fcis-6351	202	2	𝜆	𝜆	NOUN
fcis-6351	202	3	is	be	AUX
fcis-6351	202	4	gradually	gradually	ADV
fcis-6351	202	5	within	within	ADP
fcis-6351	202	6	the	the	DET
fcis-6351	202	7	interval	interval	NOUN
fcis-6351	202	8	(	(	PUNCT
fcis-6351	202	9	0,1	0,1	NOUN
fcis-6351	202	10	]	]	PUNCT
fcis-6351	202	11	,	,	PUNCT
fcis-6351	202	12	the	the	DET
fcis-6351	202	13	weight	weight	NOUN
fcis-6351	202	14	coefficient	coefficient	NOUN
fcis-6351	202	15	𝜔1	𝜔1	ADJ
fcis-6351	202	16	rises	rise	VERB
fcis-6351	202	17	slightly	slightly	ADV
fcis-6351	202	18	and	and	CCONJ
fcis-6351	202	19	𝜔2decreases	𝜔2decrease	NOUN
fcis-6351	202	20	slightly	slightly	ADV
fcis-6351	202	21	.	.	PUNCT
fcis-6351	203	1	however	however	ADV
fcis-6351	203	2	,	,	PUNCT
fcis-6351	203	3	in	in	ADP
fcis-6351	203	4	the	the	DET
fcis-6351	203	5	parameter	parameter	NOUN
fcis-6351	203	6	interval	interval	NOUN
fcis-6351	203	7	,	,	PUNCT
fcis-6351	203	8	the	the	DET
fcis-6351	203	9	weight	weight	NOUN
fcis-6351	203	10	changes	change	VERB
fcis-6351	203	11	little	little	ADJ
fcis-6351	203	12	.	.	PUNCT
fcis-6351	204	1	𝜔1	𝜔1	ADJ
fcis-6351	204	2	is	be	AUX
fcis-6351	204	3	always	always	ADV
fcis-6351	204	4	within	within	ADP
fcis-6351	204	5	(	(	PUNCT
fcis-6351	204	6	0.9,1	0.9,1	PROPN
fcis-6351	204	7	)	)	PUNCT
fcis-6351	204	8	,	,	PUNCT
fcis-6351	204	9	𝜔2	𝜔2	PROPN
fcis-6351	204	10	is	be	AUX
fcis-6351	204	11	always	always	ADV
fcis-6351	204	12	within	within	ADP
fcis-6351	204	13	(	(	PUNCT
fcis-6351	204	14	0,0.1	0,0.1	NUM
fcis-6351	204	15	)	)	PUNCT
fcis-6351	204	16	,	,	PUNCT
fcis-6351	204	17	𝜔3	𝜔3	NOUN
fcis-6351	204	18	is	be	AUX
fcis-6351	204	19	always	always	ADV
fcis-6351	204	20	0	0	NUM
fcis-6351	204	21	.	.	PUNCT
fcis-6351	205	1	this	this	PRON
fcis-6351	205	2	shows	show	VERB
fcis-6351	205	3	that	that	SCONJ
fcis-6351	205	4	the	the	DET
fcis-6351	205	5	single	single	ADJ
fcis-6351	205	6	prediction	prediction	NOUN
fcis-6351	205	7	contribution	contribution	NOUN
fcis-6351	205	8	degree	degree	NOUN
fcis-6351	205	9	ranks	rank	VERB
fcis-6351	205	10	first	first	ADV
fcis-6351	205	11	in	in	ADP
fcis-6351	205	12	the	the	DET
fcis-6351	205	13	prediction	prediction	NOUN
fcis-6351	205	14	accuracy	accuracy	NOUN
fcis-6351	205	15	of	of	ADP
fcis-6351	205	16	each	each	DET
fcis-6351	205	17	period	period	NOUN
fcis-6351	205	18	when	when	SCONJ
fcis-6351	205	19	the	the	DET
fcis-6351	205	20	combined	combine	VERB
fcis-6351	205	21	prediction	prediction	NOUN
fcis-6351	205	22	model	model	NOUN
fcis-6351	205	23	is	be	AUX
fcis-6351	205	24	used	use	VERB
fcis-6351	205	25	in	in	ADP
fcis-6351	205	26	the	the	DET
fcis-6351	205	27	sample	sample	NOUN
fcis-6351	205	28	period	period	NOUN
fcis-6351	205	29	of	of	ADP
fcis-6351	205	30	this	this	DET
fcis-6351	205	31	paper	paper	NOUN
fcis-6351	205	32	.	.	PUNCT
fcis-6351	206	1	it	it	PRON
fcis-6351	206	2	can	can	AUX
fcis-6351	206	3	be	be	AUX
fcis-6351	206	4	seen	see	VERB
fcis-6351	206	5	from	from	ADP
fcis-6351	206	6	figure	figure	NOUN
fcis-6351	206	7	3	3	NUM
fcis-6351	206	8	that	that	PRON
fcis-6351	206	9	,	,	PUNCT
fcis-6351	206	10	in	in	ADP
fcis-6351	206	11	the	the	DET
fcis-6351	206	12	parameter	parameter	NOUN
fcis-6351	206	13	interval	interval	NOUN
fcis-6351	206	14	,	,	PUNCT
fcis-6351	206	15	the	the	DET
fcis-6351	206	16	mae	mae	PROPN
fcis-6351	206	17	and	and	CCONJ
fcis-6351	206	18	mape	mape	NOUN
fcis-6351	206	19	prediction	prediction	NOUN
fcis-6351	206	20	error	error	NOUN
fcis-6351	206	21	indexes	index	NOUN
fcis-6351	206	22	of	of	ADP
fcis-6351	206	23	𝜆	𝜆	DET
fcis-6351	206	24	change	change	NOUN
fcis-6351	206	25	obviously	obviously	ADV
fcis-6351	206	26	.	.	PUNCT
fcis-6351	207	1	the	the	DET
fcis-6351	207	2	variation	variation	NOUN
fcis-6351	207	3	of	of	ADP
fcis-6351	207	4	𝜆	𝜆	PRON
fcis-6351	207	5	has	have	VERB
fcis-6351	207	6	little	little	ADJ
fcis-6351	207	7	contribution	contribution	NOUN
fcis-6351	207	8	to	to	ADP
fcis-6351	207	9	the	the	DET
fcis-6351	207	10	145	145	NUM
fcis-6351	207	11	variation	variation	NOUN
fcis-6351	207	12	of	of	ADP
fcis-6351	207	13	three	three	NUM
fcis-6351	207	14	prediction	prediction	NOUN
fcis-6351	207	15	error	error	NOUN
fcis-6351	207	16	indicators	indicator	NOUN
fcis-6351	207	17	of	of	ADP
fcis-6351	207	18	sse	sse	NOUN
fcis-6351	207	19	,	,	PUNCT
fcis-6351	207	20	mse	mse	NOUN
fcis-6351	207	21	and	and	CCONJ
fcis-6351	207	22	mspe	mspe	NOUN
fcis-6351	207	23	.	.	PUNCT
fcis-6351	208	1	among	among	ADP
fcis-6351	208	2	the	the	DET
fcis-6351	208	3	five	five	NUM
fcis-6351	208	4	index	index	NOUN
fcis-6351	208	5	values	value	NOUN
fcis-6351	208	6	,	,	PUNCT
fcis-6351	208	7	the	the	DET
fcis-6351	208	8	mspe	mspe	ADJ
fcis-6351	208	9	value	value	NOUN
fcis-6351	208	10	of	of	ADP
fcis-6351	208	11	the	the	DET
fcis-6351	208	12	mean	mean	ADJ
fcis-6351	208	13	square	square	ADJ
fcis-6351	208	14	percentage	percentage	NOUN
fcis-6351	208	15	error	error	NOUN
fcis-6351	208	16	is	be	AUX
fcis-6351	208	17	the	the	DET
fcis-6351	208	18	smallest	small	ADJ
fcis-6351	208	19	,	,	PUNCT
fcis-6351	208	20	and	and	CCONJ
fcis-6351	208	21	all	all	DET
fcis-6351	208	22	the	the	DET
fcis-6351	208	23	error	error	NOUN
fcis-6351	208	24	index	index	NOUN
fcis-6351	208	25	values	value	NOUN
fcis-6351	208	26	are	be	AUX
fcis-6351	208	27	below	below	ADP
fcis-6351	208	28	the	the	DET
fcis-6351	208	29	0.0625	0.0625	NUM
fcis-6351	208	30	horizontal	horizontal	ADJ
fcis-6351	208	31	line	line	NOUN
fcis-6351	208	32	,	,	PUNCT
fcis-6351	208	33	which	which	PRON
fcis-6351	208	34	indicates	indicate	VERB
fcis-6351	208	35	that	that	SCONJ
fcis-6351	208	36	the	the	DET
fcis-6351	208	37	prediction	prediction	NOUN
fcis-6351	208	38	effect	effect	NOUN
fcis-6351	208	39	of	of	ADP
fcis-6351	208	40	the	the	DET
fcis-6351	208	41	combined	combine	VERB
fcis-6351	208	42	prediction	prediction	NOUN
fcis-6351	208	43	model	model	NOUN
fcis-6351	208	44	in	in	ADP
fcis-6351	208	45	this	this	DET
fcis-6351	208	46	paper	paper	NOUN
fcis-6351	208	47	is	be	AUX
fcis-6351	208	48	very	very	ADV
fcis-6351	208	49	good	good	ADJ
fcis-6351	208	50	,	,	PUNCT
fcis-6351	208	51	with	with	ADP
fcis-6351	208	52	high	high	ADJ
fcis-6351	208	53	sensitivity	sensitivity	NOUN
fcis-6351	208	54	,	,	PUNCT
fcis-6351	208	55	and	and	CCONJ
fcis-6351	208	56	meets	meet	VERB
fcis-6351	208	57	the	the	DET
fcis-6351	208	58	expectations	expectation	NOUN
fcis-6351	208	59	.	.	PUNCT
fcis-6351	209	1	figure	figure	NOUN
fcis-6351	209	2	1	1	NUM
fcis-6351	209	3	.	.	PUNCT
fcis-6351	210	1	influence	influence	NOUN
fcis-6351	210	2	of	of	ADP
fcis-6351	210	3	λ	λ	PROPN
fcis-6351	210	4	variation	variation	NOUN
fcis-6351	210	5	on	on	ADP
fcis-6351	210	6	optimal	optimal	ADJ
fcis-6351	210	7	weight	weight	NOUN
fcis-6351	210	8	coefficient	coefficient	NOUN
fcis-6351	210	9	figure	figure	NOUN
fcis-6351	210	10	2	2	NUM
fcis-6351	210	11	.	.	PUNCT
fcis-6351	211	1	influence	influence	NOUN
fcis-6351	211	2	of	of	ADP
fcis-6351	211	3	λ	λ	PROPN
fcis-6351	211	4	variation	variation	NOUN
fcis-6351	211	5	on	on	ADP
fcis-6351	211	6	five	five	NUM
fcis-6351	211	7	prediction	prediction	NOUN
fcis-6351	211	8	error	error	NOUN
fcis-6351	211	9	indexes	index	NOUN
fcis-6351	211	10	3.6	3.6	NUM
fcis-6351	211	11	.	.	PUNCT
fcis-6351	212	1	prediction	prediction	NOUN
fcis-6351	212	2	results	result	NOUN
fcis-6351	212	3	and	and	CCONJ
fcis-6351	212	4	analysis	analysis	NOUN
fcis-6351	212	5	based	base	VERB
fcis-6351	212	6	on	on	ADP
fcis-6351	212	7	the	the	DET
fcis-6351	212	8	above	above	ADJ
fcis-6351	212	9	analysis	analysis	NOUN
fcis-6351	212	10	and	and	CCONJ
fcis-6351	212	11	test	test	NOUN
fcis-6351	212	12	,	,	PUNCT
fcis-6351	212	13	it	it	PRON
fcis-6351	212	14	can	can	AUX
fcis-6351	212	15	be	be	AUX
fcis-6351	212	16	found	find	VERB
fcis-6351	212	17	that	that	SCONJ
fcis-6351	212	18	the	the	DET
fcis-6351	212	19	forecasting	forecasting	NOUN
fcis-6351	212	20	effect	effect	NOUN
fcis-6351	212	21	of	of	ADP
fcis-6351	212	22	the	the	DET
fcis-6351	212	23	combined	combine	VERB
fcis-6351	212	24	forecasting	forecasting	NOUN
fcis-6351	212	25	model	model	NOUN
fcis-6351	212	26	in	in	ADP
fcis-6351	212	27	the	the	DET
fcis-6351	212	28	data	data	NOUN
fcis-6351	212	29	sample	sample	NOUN
fcis-6351	212	30	period	period	NOUN
fcis-6351	212	31	is	be	AUX
fcis-6351	212	32	significantly	significantly	ADV
fcis-6351	212	33	better	well	ADJ
fcis-6351	212	34	than	than	ADP
fcis-6351	212	35	that	that	PRON
fcis-6351	212	36	of	of	ADP
fcis-6351	212	37	the	the	DET
fcis-6351	212	38	grey	grey	PROPN
fcis-6351	212	39	forecasting	forecasting	NOUN
fcis-6351	212	40	model	model	NOUN
fcis-6351	212	41	gm	gm	PROPN
fcis-6351	212	42	(	(	PUNCT
fcis-6351	212	43	1,1	1,1	NUM
fcis-6351	212	44	)	)	PUNCT
fcis-6351	212	45	,	,	PUNCT
fcis-6351	212	46	time	time	NOUN
fcis-6351	212	47	series	series	PROPN
fcis-6351	212	48	model	model	PROPN
fcis-6351	212	49	arima	arima	PROPN
fcis-6351	212	50	(	(	PUNCT
fcis-6351	212	51	1,1,2	1,1,2	NUM
fcis-6351	212	52	)	)	PUNCT
fcis-6351	212	53	,	,	PUNCT
fcis-6351	212	54	holt	holt	PROPN
fcis-6351	212	55	-	-	PUNCT
fcis-6351	212	56	winters	winter	NOUN
fcis-6351	212	57	non	non	ADJ
fcis-6351	212	58	-	-	ADJ
fcis-6351	212	59	seasonal	seasonal	ADJ
fcis-6351	212	60	exponential	exponential	ADJ
fcis-6351	212	61	smoothing	smoothing	NOUN
fcis-6351	212	62	model	model	NOUN
fcis-6351	212	63	.	.	PUNCT
fcis-6351	213	1	therefore	therefore	ADV
fcis-6351	213	2	,	,	PUNCT
fcis-6351	213	3	it	it	PRON
fcis-6351	213	4	is	be	AUX
fcis-6351	213	5	naturally	naturally	ADV
fcis-6351	213	6	considered	consider	VERB
fcis-6351	213	7	to	to	PART
fcis-6351	213	8	use	use	VERB
fcis-6351	213	9	the	the	DET
fcis-6351	213	10	igowa	igowa	NOUN
fcis-6351	213	11	operator	operator	NOUN
fcis-6351	213	12	combination	combination	NOUN
fcis-6351	213	13	forecasting	forecasting	NOUN
fcis-6351	213	14	model	model	NOUN
fcis-6351	213	15	based	base	VERB
fcis-6351	213	16	on	on	ADP
fcis-6351	213	17	the	the	DET
fcis-6351	213	18	minimum	minimum	ADJ
fcis-6351	213	19	sum	sum	NOUN
fcis-6351	213	20	of	of	ADP
fcis-6351	213	21	squares	square	NOUN
fcis-6351	213	22	of	of	ADP
fcis-6351	213	23	error	error	NOUN
fcis-6351	213	24	criterion	criterion	NOUN
fcis-6351	213	25	to	to	PART
fcis-6351	213	26	forecast	forecast	VERB
fcis-6351	213	27	the	the	DET
fcis-6351	213	28	research	research	NOUN
fcis-6351	213	29	and	and	CCONJ
fcis-6351	213	30	development	development	NOUN
fcis-6351	213	31	intensity	intensity	NOUN
fcis-6351	213	32	data	datum	NOUN
fcis-6351	213	33	of	of	ADP
fcis-6351	213	34	anhui	anhui	PROPN
fcis-6351	213	35	province	province	PROPN
fcis-6351	213	36	from	from	ADP
fcis-6351	213	37	2021	2021	NUM
fcis-6351	213	38	-	-	SYM
fcis-6351	213	39	2025	2025	NUM
fcis-6351	213	40	,	,	PUNCT
fcis-6351	213	41	which	which	PRON
fcis-6351	213	42	will	will	AUX
fcis-6351	213	43	play	play	VERB
fcis-6351	213	44	a	a	DET
fcis-6351	213	45	basic	basic	ADJ
fcis-6351	213	46	analysis	analysis	NOUN
fcis-6351	213	47	and	and	CCONJ
fcis-6351	213	48	exploration	exploration	NOUN
fcis-6351	213	49	role	role	NOUN
fcis-6351	213	50	in	in	ADP
fcis-6351	213	51	the	the	DET
fcis-6351	213	52	investment	investment	NOUN
fcis-6351	213	53	and	and	CCONJ
fcis-6351	213	54	planning	planning	NOUN
fcis-6351	213	55	of	of	ADP
fcis-6351	213	56	anhui	anhui	PROPN
fcis-6351	213	57	province	province	PROPN
fcis-6351	213	58	in	in	ADP
fcis-6351	213	59	scientific	scientific	ADJ
fcis-6351	213	60	research	research	NOUN
fcis-6351	213	61	and	and	CCONJ
fcis-6351	213	62	innovation	innovation	NOUN
fcis-6351	213	63	in	in	ADP
fcis-6351	213	64	the	the	DET
fcis-6351	213	65	next	next	ADJ
fcis-6351	213	66	few	few	ADJ
fcis-6351	213	67	years	year	NOUN
fcis-6351	213	68	.	.	PUNCT
fcis-6351	214	1	in	in	ADP
fcis-6351	214	2	order	order	NOUN
fcis-6351	214	3	to	to	PART
fcis-6351	214	4	use	use	VERB
fcis-6351	214	5	the	the	DET
fcis-6351	214	6	combination	combination	NOUN
fcis-6351	214	7	forecasting	forecasting	NOUN
fcis-6351	214	8	model	model	NOUN
fcis-6351	214	9	to	to	PART
fcis-6351	214	10	predict	predict	VERB
fcis-6351	214	11	the	the	DET
fcis-6351	214	12	r&d	r&d	NOUN
fcis-6351	214	13	intensity	intensity	NOUN
fcis-6351	214	14	data	datum	NOUN
fcis-6351	214	15	of	of	ADP
fcis-6351	214	16	the	the	DET
fcis-6351	214	17	next	next	ADJ
fcis-6351	214	18	five	five	NUM
fcis-6351	214	19	periods	period	NOUN
fcis-6351	214	20	,	,	PUNCT
fcis-6351	214	21	we	we	PRON
fcis-6351	214	22	need	need	VERB
fcis-6351	214	23	to	to	PART
fcis-6351	214	24	use	use	VERB
fcis-6351	214	25	the	the	DET
fcis-6351	214	26	prediction	prediction	NOUN
fcis-6351	214	27	accuracy	accuracy	NOUN
fcis-6351	214	28	of	of	ADP
fcis-6351	214	29	each	each	DET
fcis-6351	214	30	single	single	ADJ
fcis-6351	214	31	forecast	forecast	NOUN
fcis-6351	214	32	in	in	ADP
fcis-6351	214	33	the	the	DET
fcis-6351	214	34	same	same	ADJ
fcis-6351	214	35	period	period	NOUN
fcis-6351	214	36	to	to	PART
fcis-6351	214	37	calculate	calculate	VERB
fcis-6351	214	38	.	.	PUNCT
fcis-6351	215	1	since	since	SCONJ
fcis-6351	215	2	we	we	PRON
fcis-6351	215	3	can	can	AUX
fcis-6351	215	4	not	not	PART
fcis-6351	215	5	know	know	VERB
fcis-6351	215	6	the	the	DET
fcis-6351	215	7	actual	actual	ADJ
fcis-6351	215	8	value	value	NOUN
fcis-6351	215	9	of	of	ADP
fcis-6351	215	10	the	the	DET
fcis-6351	215	11	r&d	r&d	NOUN
fcis-6351	215	12	intensity	intensity	NOUN
fcis-6351	215	13	of	of	ADP
fcis-6351	215	14	anhui	anhui	PROPN
fcis-6351	215	15	province	province	PROPN
fcis-6351	215	16	in	in	ADP
fcis-6351	215	17	the	the	DET
fcis-6351	215	18	next	next	ADJ
fcis-6351	215	19	several	several	ADJ
fcis-6351	215	20	periods	period	NOUN
fcis-6351	215	21	,	,	PUNCT
fcis-6351	215	22	we	we	PRON
fcis-6351	215	23	can	can	AUX
fcis-6351	215	24	not	not	PART
fcis-6351	215	25	know	know	VERB
fcis-6351	215	26	the	the	DET
fcis-6351	215	27	prediction	prediction	NOUN
fcis-6351	215	28	accuracy	accuracy	NOUN
fcis-6351	215	29	of	of	ADP
fcis-6351	215	30	each	each	DET
fcis-6351	215	31	single	single	ADJ
fcis-6351	215	32	forecast	forecast	NOUN
fcis-6351	215	33	model	model	NOUN
fcis-6351	215	34	in	in	ADP
fcis-6351	215	35	the	the	DET
fcis-6351	215	36	next	next	ADJ
fcis-6351	215	37	five	five	NUM
fcis-6351	215	38	periods	period	NOUN
fcis-6351	215	39	,	,	PUNCT
fcis-6351	215	40	so	so	SCONJ
fcis-6351	215	41	we	we	PRON
fcis-6351	215	42	can	can	AUX
fcis-6351	215	43	not	not	PART
fcis-6351	215	44	determine	determine	VERB
fcis-6351	215	45	how	how	SCONJ
fcis-6351	215	46	to	to	PART
fcis-6351	215	47	assign	assign	VERB
fcis-6351	215	48	the	the	DET
fcis-6351	215	49	weight	weight	NOUN
fcis-6351	215	50	coefficient	coefficient	NOUN
fcis-6351	215	51	.	.	PUNCT
fcis-6351	216	1	referring	refer	VERB
fcis-6351	216	2	to	to	ADP
fcis-6351	216	3	the	the	DET
fcis-6351	216	4	prediction	prediction	NOUN
fcis-6351	216	5	precision	precision	NOUN
fcis-6351	216	6	processing	processing	NOUN
fcis-6351	216	7	method	method	NOUN
fcis-6351	216	8	of	of	ADP
fcis-6351	216	9	prediction	prediction	NOUN
fcis-6351	216	10	period	period	NOUN
fcis-6351	216	11	proposed	propose	VERB
fcis-6351	216	12	by	by	ADP
fcis-6351	216	13	hongjun	hongjun	PROPN
fcis-6351	216	14	yuan	yuan	PROPN
fcis-6351	216	15	and	and	CCONJ
fcis-6351	216	16	guiyuan	guiyuan	PROPN
fcis-6351	216	17	yang	yang	PROPN
fcis-6351	217	1	[	[	X
fcis-6351	217	2	19	19	NUM
fcis-6351	217	3	]	]	PUNCT
fcis-6351	217	4	,	,	PUNCT
fcis-6351	217	5	based	base	VERB
fcis-6351	217	6	on	on	ADP
fcis-6351	217	7	the	the	DET
fcis-6351	217	8	coherence	coherence	NOUN
fcis-6351	217	9	principle	principle	NOUN
fcis-6351	217	10	of	of	ADP
fcis-6351	217	11	prediction	prediction	NOUN
fcis-6351	217	12	,	,	PUNCT
fcis-6351	217	13	if	if	SCONJ
fcis-6351	217	14	we	we	PRON
fcis-6351	217	15	want	want	VERB
fcis-6351	217	16	to	to	PART
fcis-6351	217	17	predict	predict	VERB
fcis-6351	217	18	the	the	DET
fcis-6351	217	19	future	future	ADJ
fcis-6351	217	20	k	k	PROPN
fcis-6351	217	21	periods	period	NOUN
fcis-6351	217	22	in	in	ADP
fcis-6351	217	23	the	the	DET
fcis-6351	217	24	prediction	prediction	NOUN
fcis-6351	217	25	interval	interval	NOUN
fcis-6351	217	26	[	[	X
fcis-6351	217	27	𝑁	𝑁	PROPN
fcis-6351	217	28	+	+	SYM
fcis-6351	217	29	1,𝑁	1,𝑁	NUM
fcis-6351	217	30	+	+	CCONJ
fcis-6351	217	31	2,⋯	2,⋯	NUM
fcis-6351	217	32	]	]	PUNCT
fcis-6351	217	33	,	,	PUNCT
fcis-6351	217	34	we	we	PRON
fcis-6351	217	35	can	can	AUX
fcis-6351	217	36	use	use	VERB
fcis-6351	217	37	the	the	DET
fcis-6351	217	38	fitting	fitting	ADJ
fcis-6351	217	39	average	average	ADJ
fcis-6351	217	40	accuracy	accuracy	NOUN
fcis-6351	217	41	1	1	NUM
fcis-6351	217	42	𝑘	𝑘	PRON
fcis-6351	217	43	∑	∑	DET
fcis-6351	217	44	𝑣𝑖𝑡	𝑣𝑖𝑡	NOUN
fcis-6351	217	45	𝑁	𝑁	PROPN
fcis-6351	217	46	𝑡=𝑁−𝑘+1	𝑡=𝑁−𝑘+1	NOUN
fcis-6351	217	47	of	of	ADP
fcis-6351	217	48	the	the	DET
fcis-6351	217	49	latest	late	ADJ
fcis-6351	217	50	k	k	PROPN
fcis-6351	217	51	periods	period	NOUN
fcis-6351	217	52	of	of	ADP
fcis-6351	217	53	the	the	DET
fcis-6351	217	54	i	i	PROPN
fcis-6351	217	55	single	single	ADJ
fcis-6351	217	56	prediction	prediction	NOUN
fcis-6351	217	57	model	model	NOUN
fcis-6351	217	58	to	to	PART
fcis-6351	217	59	reflect	reflect	VERB
fcis-6351	217	60	the	the	DET
fcis-6351	217	61	prediction	prediction	NOUN
fcis-6351	217	62	accuracy	accuracy	NOUN
fcis-6351	217	63	of	of	ADP
fcis-6351	217	64	𝑁	𝑁	PROPN
fcis-6351	217	65	+	+	CCONJ
fcis-6351	218	1	𝑘	𝑘	DET
fcis-6351	218	2	periods	period	NOUN
fcis-6351	218	3	in	in	ADP
fcis-6351	218	4	the	the	DET
fcis-6351	218	5	prediction	prediction	NOUN
fcis-6351	218	6	interval	interval	NOUN
fcis-6351	218	7	.	.	PUNCT
fcis-6351	219	1	therefore	therefore	ADV
fcis-6351	219	2	,	,	PUNCT
fcis-6351	219	3	according	accord	VERB
fcis-6351	219	4	to	to	ADP
fcis-6351	219	5	the	the	DET
fcis-6351	219	6	prediction	prediction	NOUN
fcis-6351	219	7	values	value	NOUN
fcis-6351	219	8	of	of	ADP
fcis-6351	219	9	the	the	DET
fcis-6351	219	10	next	next	ADJ
fcis-6351	219	11	five	five	NUM
fcis-6351	219	12	periods	period	NOUN
fcis-6351	219	13	of	of	ADP
fcis-6351	219	14	the	the	DET
fcis-6351	219	15	three	three	NUM
fcis-6351	219	16	single	single	ADJ
fcis-6351	219	17	prediction	prediction	NOUN
fcis-6351	219	18	models	model	NOUN
fcis-6351	219	19	in	in	ADP
fcis-6351	219	20	this	this	DET
fcis-6351	219	21	paper	paper	NOUN
fcis-6351	219	22	,	,	PUNCT
fcis-6351	219	23	the	the	DET
fcis-6351	219	24	prediction	prediction	NOUN
fcis-6351	219	25	values	value	NOUN
fcis-6351	219	26	of	of	ADP
fcis-6351	219	27	igowa	igowa	NOUN
fcis-6351	219	28	operator	operator	NOUN
fcis-6351	219	29	combination	combination	NOUN
fcis-6351	219	30	prediction	prediction	NOUN
fcis-6351	219	31	model	model	NOUN
fcis-6351	219	32	with	with	ADP
fcis-6351	219	33	different	different	ADJ
fcis-6351	219	34	values	value	NOUN
fcis-6351	219	35	of	of	ADP
fcis-6351	219	36	parameter	parameter	NOUN
fcis-6351	219	37	𝜆	𝜆	PRON
fcis-6351	219	38	can	can	AUX
fcis-6351	219	39	be	be	AUX
fcis-6351	219	40	calculated	calculate	VERB
fcis-6351	219	41	respectively	respectively	ADV
fcis-6351	219	42	,	,	PUNCT
fcis-6351	219	43	as	as	SCONJ
fcis-6351	219	44	shown	show	VERB
fcis-6351	219	45	in	in	ADP
fcis-6351	219	46	table	table	NOUN
fcis-6351	219	47	7	7	NUM
fcis-6351	219	48	.	.	PUNCT
fcis-6351	220	1	it	it	PRON
fcis-6351	220	2	can	can	AUX
fcis-6351	220	3	be	be	AUX
fcis-6351	220	4	seen	see	VERB
fcis-6351	220	5	from	from	ADP
fcis-6351	220	6	table	table	NOUN
fcis-6351	220	7	7	7	NUM
fcis-6351	220	8	that	that	PRON
fcis-6351	220	9	no	no	ADV
fcis-6351	220	10	matter	matter	ADV
fcis-6351	220	11	what	what	PRON
fcis-6351	220	12	parameter	parameter	NOUN
fcis-6351	220	13	value	value	NOUN
fcis-6351	220	14	is	be	AUX
fcis-6351	220	15	taken	take	VERB
fcis-6351	220	16	,	,	PUNCT
fcis-6351	220	17	the	the	DET
fcis-6351	220	18	r&d	r&d	NOUN
fcis-6351	220	19	intensity	intensity	NOUN
fcis-6351	220	20	of	of	ADP
fcis-6351	220	21	anhui	anhui	PROPN
fcis-6351	220	22	province	province	PROPN
fcis-6351	220	23	will	will	AUX
fcis-6351	220	24	grow	grow	VERB
fcis-6351	220	25	steadily	steadily	ADV
fcis-6351	220	26	from	from	ADP
fcis-6351	220	27	2021	2021	NUM
fcis-6351	220	28	-	-	SYM
fcis-6351	220	29	2025	2025	NUM
fcis-6351	220	30	,	,	PUNCT
fcis-6351	220	31	and	and	CCONJ
fcis-6351	220	32	the	the	DET
fcis-6351	220	33	scientific	scientific	ADJ
fcis-6351	220	34	research	research	NOUN
fcis-6351	220	35	and	and	CCONJ
fcis-6351	220	36	innovation	innovation	NOUN
fcis-6351	220	37	ability	ability	NOUN
fcis-6351	220	38	will	will	AUX
fcis-6351	220	39	continue	continue	VERB
fcis-6351	220	40	to	to	PART
fcis-6351	220	41	improve	improve	VERB
fcis-6351	220	42	.	.	PUNCT
fcis-6351	221	1	according	accord	VERB
fcis-6351	221	2	to	to	ADP
fcis-6351	221	3	the	the	DET
fcis-6351	221	4	2022	2022	NUM
fcis-6351	221	5	anhui	anhui	PROPN
fcis-6351	221	6	statistical	statistical	ADJ
fcis-6351	221	7	yearbook	yearbook	NOUN
fcis-6351	221	8	provided	provide	VERB
fcis-6351	221	9	by	by	ADP
fcis-6351	221	10	the	the	DET
fcis-6351	221	11	anhui	anhui	PROPN
fcis-6351	221	12	provincial	provincial	PROPN
fcis-6351	221	13	bureau	bureau	PROPN
fcis-6351	221	14	of	of	ADP
fcis-6351	221	15	statistics	statistic	NOUN
fcis-6351	221	16	,	,	PUNCT
fcis-6351	221	17	the	the	DET
fcis-6351	221	18	actual	actual	ADJ
fcis-6351	221	19	value	value	NOUN
fcis-6351	221	20	of	of	ADP
fcis-6351	221	21	anhui	anhui	PROPN
fcis-6351	221	22	's	's	PART
fcis-6351	221	23	r&d	r&d	NOUN
fcis-6351	221	24	intensity	intensity	NOUN
fcis-6351	221	25	in	in	ADP
fcis-6351	221	26	2021	2021	NUM
fcis-6351	221	27	is	be	AUX
fcis-6351	221	28	2.34	2.34	NUM
fcis-6351	221	29	%	%	NOUN
fcis-6351	221	30	,	,	PUNCT
fcis-6351	221	31	which	which	PRON
fcis-6351	221	32	is	be	AUX
fcis-6351	221	33	similar	similar	ADJ
fcis-6351	221	34	to	to	ADP
fcis-6351	221	35	the	the	DET
fcis-6351	221	36	result	result	NOUN
fcis-6351	221	37	0	0	NUM
fcis-6351	222	1	0.2	0.2	NUM
fcis-6351	222	2	0.4	0.4	NUM
fcis-6351	222	3	0.6	0.6	NUM
fcis-6351	222	4	0.8	0.8	NUM
fcis-6351	222	5	1	1	NUM
fcis-6351	222	6	1.2	1.2	NUM
fcis-6351	222	7	1	1	NUM
fcis-6351	222	8	0	0	NUM
fcis-6351	222	9	0	0	NUM
fcis-6351	222	10	.	.	PUNCT
fcis-6351	223	1	5	5	NUM
fcis-6351	223	2	1	1	NUM
fcis-6351	223	3	parameter	parameter	NOUN
fcis-6351	223	4	value	value	NOUN
fcis-6351	223	5	ω1	ω1	PROPN
fcis-6351	223	6	ω2	ω2	PROPN
fcis-6351	223	7	ω3	ω3	NOUN
fcis-6351	223	8	0	0	NUM
fcis-6351	224	1	0.01	0.01	NUM
fcis-6351	224	2	0.02	0.02	NUM
fcis-6351	224	3	0.03	0.03	NUM
fcis-6351	224	4	0.04	0.04	NUM
fcis-6351	224	5	0.05	0.05	NUM
fcis-6351	224	6	0.06	0.06	NUM
fcis-6351	224	7	0.07	0.07	NUM
fcis-6351	224	8	1	1	NUM
fcis-6351	224	9	0	0	NUM
fcis-6351	224	10	0	0	NUM
fcis-6351	224	11	.	.	PUNCT
fcis-6351	224	12	5	5	NUM
fcis-6351	224	13	1	1	NUM
fcis-6351	224	14	parameter	parameter	NOUN
fcis-6351	224	15	value	value	NOUN
fcis-6351	224	16	sse	sse	PROPN
fcis-6351	224	17	mse	mse	PROPN
fcis-6351	224	18	mae	mae	PROPN
fcis-6351	224	19	mape	mape	PROPN
fcis-6351	224	20	mspe	mspe	PROPN
fcis-6351	224	21	146	146	NUM
fcis-6351	224	22	predicted	predict	VERB
fcis-6351	224	23	by	by	ADP
fcis-6351	224	24	the	the	DET
fcis-6351	224	25	combination	combination	NOUN
fcis-6351	224	26	forecasting	forecasting	NOUN
fcis-6351	224	27	model	model	NOUN
fcis-6351	224	28	,	,	PUNCT
fcis-6351	224	29	which	which	PRON
fcis-6351	224	30	proves	prove	VERB
fcis-6351	224	31	the	the	DET
fcis-6351	224	32	effectiveness	effectiveness	NOUN
fcis-6351	224	33	of	of	ADP
fcis-6351	224	34	the	the	DET
fcis-6351	224	35	model	model	NOUN
fcis-6351	224	36	,	,	PUNCT
fcis-6351	224	37	and	and	CCONJ
fcis-6351	224	38	the	the	DET
fcis-6351	224	39	model	model	NOUN
fcis-6351	224	40	has	have	VERB
fcis-6351	224	41	statistical	statistical	ADJ
fcis-6351	224	42	and	and	CCONJ
fcis-6351	224	43	forecasting	forecasting	NOUN
fcis-6351	224	44	significance	significance	NOUN
fcis-6351	224	45	.	.	PUNCT
fcis-6351	225	1	table	table	NOUN
fcis-6351	225	2	7	7	NUM
fcis-6351	225	3	.	.	PUNCT
fcis-6351	225	4	prediction	prediction	NOUN
fcis-6351	225	5	results	result	NOUN
fcis-6351	225	6	of	of	ADP
fcis-6351	225	7	anhui	anhui	PROPN
fcis-6351	225	8	r&d	r&d	PROPN
fcis-6351	225	9	intensity	intensity	NOUN
fcis-6351	225	10	(	(	PUNCT
fcis-6351	225	11	unit	unit	NOUN
fcis-6351	225	12	:	:	PUNCT
fcis-6351	225	13	%	%	INTJ
fcis-6351	225	14	)	)	PUNCT
fcis-6351	225	15	from	from	ADP
fcis-6351	225	16	2021	2021	NUM
fcis-6351	225	17	-	-	SYM
fcis-6351	225	18	2025	2025	NUM
fcis-6351	225	19	year	year	NOUN
fcis-6351	225	20	single	single	ADJ
fcis-6351	225	21	forecast	forecast	NOUN
fcis-6351	225	22	model	model	NOUN
fcis-6351	225	23	combined	combine	VERB
fcis-6351	225	24	forecasting	forecasting	NOUN
fcis-6351	225	25	model	model	NOUN
fcis-6351	225	26	grey	grey	PROPN
fcis-6351	225	27	prediction	prediction	NOUN
fcis-6351	225	28	model	model	NOUN
fcis-6351	225	29	arima	arima	PROPN
fcis-6351	225	30	model	model	PROPN
fcis-6351	225	31	holt	holt	PROPN
fcis-6351	225	32	winters	winters	PROPN
fcis-6351	225	33	model	model	NOUN
fcis-6351	225	34	λ=1	λ=1	X
fcis-6351	225	35	λ=-1	λ=-1	X
fcis-6351	225	36	λ→0	λ→0	PUNCT
fcis-6351	225	37	λ=0.5	λ=0.5	X
fcis-6351	225	38	2021	2021	NUM
fcis-6351	225	39	2.4000	2.4000	NUM
fcis-6351	225	40	2.4020	2.4020	NUM
fcis-6351	225	41	2.3100	2.3100	NUM
fcis-6351	225	42	2.4019	2.4019	NUM
fcis-6351	225	43	2.4020	2.4020	NUM
fcis-6351	225	44	2.4018	2.4018	NUM
fcis-6351	225	45	2.4019	2.4019	NUM
fcis-6351	225	46	2022	2022	NUM
fcis-6351	225	47	2.5030	2.5030	NUM
fcis-6351	225	48	2.4870	2.4870	NUM
fcis-6351	225	49	2.4060	2.4060	NUM
fcis-6351	225	50	2.4878	2.4878	NUM
fcis-6351	225	51	2.4872	2.4872	NUM
fcis-6351	225	52	2.4883	2.4883	NUM
fcis-6351	225	53	2.4880	2.4880	NUM
fcis-6351	225	54	2023	2023	NUM
fcis-6351	225	55	2.6080	2.6080	NUM
fcis-6351	225	56	2.5770	2.5770	NUM
fcis-6351	225	57	2.5070	2.5070	NUM
fcis-6351	225	58	2.5786	2.5786	NUM
fcis-6351	225	59	2.5775	2.5775	NUM
fcis-6351	225	60	2.5796	2.5796	NUM
fcis-6351	225	61	2.5789	2.5789	NUM
fcis-6351	225	62	2024	2024	NUM
fcis-6351	225	63	2.7150	2.7150	NUM
fcis-6351	225	64	2.6690	2.6690	NUM
fcis-6351	225	65	2.6120	2.6120	NUM
fcis-6351	225	66	2.6713	2.6713	NUM
fcis-6351	225	67	2.6697	2.6697	NUM
fcis-6351	225	68	2.6728	2.6728	NUM
fcis-6351	225	69	2.6719	2.6719	NUM
fcis-6351	225	70	2025	2025	NUM
fcis-6351	225	71	2.8240	2.8240	NUM
fcis-6351	225	72	2.7620	2.7620	NUM
fcis-6351	225	73	2.7220	2.7220	NUM
fcis-6351	225	74	2.7651	2.7651	NUM
fcis-6351	225	75	2.7629	2.7629	NUM
fcis-6351	225	76	2.7671	2.7671	NUM
fcis-6351	225	77	2.7659	2.7659	NUM
fcis-6351	225	78	4	4	NUM
fcis-6351	225	79	.	.	PUNCT
fcis-6351	225	80	conclusion	conclusion	NOUN
fcis-6351	225	81	in	in	ADP
fcis-6351	225	82	this	this	DET
fcis-6351	225	83	paper	paper	NOUN
fcis-6351	225	84	,	,	PUNCT
fcis-6351	225	85	the	the	DET
fcis-6351	225	86	grey	grey	PROPN
fcis-6351	225	87	prediction	prediction	NOUN
fcis-6351	225	88	model	model	NOUN
fcis-6351	225	89	gm	gm	PROPN
fcis-6351	225	90	(	(	PUNCT
fcis-6351	225	91	1,1	1,1	NUM
fcis-6351	225	92	)	)	PUNCT
fcis-6351	225	93	,	,	PUNCT
fcis-6351	225	94	time	time	NOUN
fcis-6351	225	95	series	series	PROPN
fcis-6351	225	96	arima	arima	PROPN
fcis-6351	225	97	model	model	PROPN
fcis-6351	225	98	and	and	CCONJ
fcis-6351	225	99	holt	holt	PROPN
fcis-6351	225	100	winters	winters	PROPN
fcis-6351	225	101	non	non	ADJ
fcis-6351	225	102	-	-	ADJ
fcis-6351	225	103	seasonal	seasonal	ADJ
fcis-6351	225	104	exponential	exponential	ADJ
fcis-6351	225	105	smoothing	smoothing	NOUN
fcis-6351	225	106	prediction	prediction	NOUN
fcis-6351	225	107	model	model	NOUN
fcis-6351	225	108	are	be	AUX
fcis-6351	225	109	used	use	VERB
fcis-6351	225	110	to	to	PART
fcis-6351	225	111	build	build	VERB
fcis-6351	225	112	and	and	CCONJ
fcis-6351	225	113	test	test	VERB
fcis-6351	225	114	the	the	DET
fcis-6351	225	115	model	model	NOUN
fcis-6351	225	116	,	,	PUNCT
fcis-6351	225	117	so	so	SCONJ
fcis-6351	225	118	that	that	SCONJ
fcis-6351	225	119	the	the	DET
fcis-6351	225	120	three	three	NUM
fcis-6351	225	121	single	single	ADJ
fcis-6351	225	122	prediction	prediction	NOUN
fcis-6351	225	123	models	model	NOUN
fcis-6351	225	124	are	be	AUX
fcis-6351	225	125	used	use	VERB
fcis-6351	225	126	to	to	PART
fcis-6351	225	127	predict	predict	VERB
fcis-6351	225	128	the	the	DET
fcis-6351	225	129	r&d	r&d	NOUN
fcis-6351	225	130	intensity	intensity	NOUN
fcis-6351	225	131	data	datum	NOUN
fcis-6351	225	132	of	of	ADP
fcis-6351	225	133	anhui	anhui	PROPN
fcis-6351	225	134	province	province	PROPN
fcis-6351	225	135	from	from	ADP
fcis-6351	225	136	2006	2006	NUM
fcis-6351	225	137	to	to	ADP
fcis-6351	225	138	2020	2020	NUM
fcis-6351	225	139	and	and	CCONJ
fcis-6351	225	140	calculate	calculate	VERB
fcis-6351	225	141	the	the	DET
fcis-6351	225	142	corresponding	correspond	VERB
fcis-6351	225	143	prediction	prediction	NOUN
fcis-6351	225	144	accuracy	accuracy	NOUN
fcis-6351	225	145	.	.	PUNCT
fcis-6351	226	1	then	then	ADV
fcis-6351	226	2	,	,	PUNCT
fcis-6351	226	3	the	the	DET
fcis-6351	226	4	igowa	igowa	NOUN
fcis-6351	226	5	operator	operator	NOUN
fcis-6351	226	6	combination	combination	NOUN
fcis-6351	226	7	prediction	prediction	NOUN
fcis-6351	226	8	model	model	NOUN
fcis-6351	226	9	based	base	VERB
fcis-6351	226	10	on	on	ADP
fcis-6351	226	11	the	the	DET
fcis-6351	226	12	optimal	optimal	ADJ
fcis-6351	226	13	criterion	criterion	NOUN
fcis-6351	226	14	of	of	ADP
fcis-6351	226	15	the	the	DET
fcis-6351	226	16	minimum	minimum	ADJ
fcis-6351	226	17	sum	sum	NOUN
fcis-6351	226	18	of	of	ADP
fcis-6351	226	19	squares	square	NOUN
fcis-6351	226	20	of	of	ADP
fcis-6351	226	21	errors	error	NOUN
fcis-6351	226	22	is	be	AUX
fcis-6351	226	23	constructed	construct	VERB
fcis-6351	226	24	.	.	PUNCT
fcis-6351	227	1	the	the	DET
fcis-6351	227	2	prediction	prediction	NOUN
fcis-6351	227	3	accuracy	accuracy	NOUN
fcis-6351	227	4	of	of	ADP
fcis-6351	227	5	three	three	NUM
fcis-6351	227	6	single	single	ADJ
fcis-6351	227	7	prediction	prediction	NOUN
fcis-6351	227	8	models	model	NOUN
fcis-6351	227	9	is	be	AUX
fcis-6351	227	10	taken	take	VERB
fcis-6351	227	11	as	as	SCONJ
fcis-6351	227	12	the	the	DET
fcis-6351	227	13	induced	induced	ADJ
fcis-6351	227	14	value	value	NOUN
fcis-6351	227	15	in	in	ADP
fcis-6351	227	16	the	the	DET
fcis-6351	227	17	combination	combination	NOUN
fcis-6351	227	18	prediction	prediction	NOUN
fcis-6351	227	19	model	model	NOUN
fcis-6351	227	20	with	with	ADP
fcis-6351	227	21	different	different	ADJ
fcis-6351	227	22	𝜆	𝜆	DET
fcis-6351	227	23	values	value	NOUN
fcis-6351	227	24	is	be	AUX
fcis-6351	227	25	established	establish	VERB
fcis-6351	227	26	.	.	PUNCT
fcis-6351	228	1	then	then	ADV
fcis-6351	228	2	the	the	DET
fcis-6351	228	3	model	model	NOUN
fcis-6351	228	4	error	error	NOUN
fcis-6351	228	5	evaluation	evaluation	NOUN
fcis-6351	228	6	index	index	NOUN
fcis-6351	228	7	system	system	NOUN
fcis-6351	228	8	is	be	AUX
fcis-6351	228	9	constructed	construct	VERB
fcis-6351	228	10	to	to	PART
fcis-6351	228	11	test	test	VERB
fcis-6351	228	12	the	the	DET
fcis-6351	228	13	effectiveness	effectiveness	NOUN
fcis-6351	228	14	of	of	ADP
fcis-6351	228	15	the	the	DET
fcis-6351	228	16	model	model	NOUN
fcis-6351	228	17	and	and	CCONJ
fcis-6351	228	18	the	the	DET
fcis-6351	228	19	sensitivity	sensitivity	NOUN
fcis-6351	228	20	of	of	ADP
fcis-6351	228	21	parameter	parameter	NOUN
fcis-6351	228	22	𝜆	𝜆	X
fcis-6351	228	23	.	.	PUNCT
fcis-6351	229	1	by	by	ADP
fcis-6351	229	2	comparison	comparison	NOUN
fcis-6351	229	3	,	,	PUNCT
fcis-6351	229	4	it	it	PRON
fcis-6351	229	5	can	can	AUX
fcis-6351	229	6	be	be	AUX
fcis-6351	229	7	found	find	VERB
fcis-6351	229	8	that	that	SCONJ
fcis-6351	229	9	the	the	DET
fcis-6351	229	10	combined	combine	VERB
fcis-6351	229	11	forecasting	forecasting	NOUN
fcis-6351	229	12	model	model	NOUN
fcis-6351	229	13	optimizes	optimize	VERB
fcis-6351	229	14	the	the	DET
fcis-6351	229	15	forecasting	forecasting	NOUN
fcis-6351	229	16	process	process	NOUN
fcis-6351	229	17	and	and	CCONJ
fcis-6351	229	18	is	be	AUX
fcis-6351	229	19	more	more	ADV
fcis-6351	229	20	accurate	accurate	ADJ
fcis-6351	229	21	and	and	CCONJ
fcis-6351	229	22	effective	effective	ADJ
fcis-6351	229	23	than	than	ADP
fcis-6351	229	24	each	each	DET
fcis-6351	229	25	single	single	ADJ
fcis-6351	229	26	forecasting	forecasting	NOUN
fcis-6351	229	27	method	method	NOUN
fcis-6351	229	28	.	.	PUNCT
fcis-6351	230	1	finally	finally	ADV
fcis-6351	230	2	,	,	PUNCT
fcis-6351	230	3	the	the	DET
fcis-6351	230	4	verified	verify	VERB
fcis-6351	230	5	igowa	igowa	NOUN
fcis-6351	230	6	operator	operator	NOUN
fcis-6351	230	7	combination	combination	NOUN
fcis-6351	230	8	prediction	prediction	NOUN
fcis-6351	230	9	model	model	NOUN
fcis-6351	230	10	is	be	AUX
fcis-6351	230	11	used	use	VERB
fcis-6351	230	12	to	to	PART
fcis-6351	230	13	predict	predict	VERB
fcis-6351	230	14	the	the	DET
fcis-6351	230	15	r&d	r&d	NOUN
fcis-6351	230	16	intensity	intensity	NOUN
fcis-6351	230	17	of	of	ADP
fcis-6351	230	18	anhui	anhui	PROPN
fcis-6351	230	19	province	province	PROPN
fcis-6351	230	20	from	from	ADP
fcis-6351	230	21	2021	2021	NUM
fcis-6351	230	22	-	-	SYM
fcis-6351	230	23	2025	2025	NUM
fcis-6351	230	24	based	base	VERB
fcis-6351	230	25	on	on	ADP
fcis-6351	230	26	the	the	DET
fcis-6351	230	27	data	datum	NOUN
fcis-6351	230	28	of	of	ADP
fcis-6351	230	29	the	the	DET
fcis-6351	230	30	sample	sample	NOUN
fcis-6351	230	31	period	period	NOUN
fcis-6351	230	32	.	.	PUNCT
fcis-6351	231	1	the	the	DET
fcis-6351	231	2	research	research	NOUN
fcis-6351	231	3	results	result	NOUN
fcis-6351	231	4	show	show	VERB
fcis-6351	231	5	that	that	SCONJ
fcis-6351	231	6	the	the	DET
fcis-6351	231	7	prediction	prediction	NOUN
fcis-6351	231	8	results	result	NOUN
fcis-6351	231	9	are	be	AUX
fcis-6351	231	10	in	in	ADP
fcis-6351	231	11	line	line	NOUN
fcis-6351	231	12	with	with	ADP
fcis-6351	231	13	the	the	DET
fcis-6351	231	14	actual	actual	ADJ
fcis-6351	231	15	situation	situation	NOUN
fcis-6351	231	16	,	,	PUNCT
fcis-6351	231	17	and	and	CCONJ
fcis-6351	231	18	in	in	ADP
fcis-6351	231	19	the	the	DET
fcis-6351	231	20	next	next	ADJ
fcis-6351	231	21	five	five	NUM
fcis-6351	231	22	years	year	NOUN
fcis-6351	231	23	,	,	PUNCT
fcis-6351	231	24	the	the	DET
fcis-6351	231	25	r&d	r&d	NOUN
fcis-6351	231	26	intensity	intensity	NOUN
fcis-6351	231	27	of	of	ADP
fcis-6351	231	28	anhui	anhui	PROPN
fcis-6351	231	29	province	province	PROPN
fcis-6351	231	30	will	will	AUX
fcis-6351	231	31	continue	continue	VERB
fcis-6351	231	32	to	to	PART
fcis-6351	231	33	rise	rise	VERB
fcis-6351	231	34	,	,	PUNCT
fcis-6351	231	35	and	and	CCONJ
fcis-6351	231	36	the	the	DET
fcis-6351	231	37	growth	growth	NOUN
fcis-6351	231	38	rate	rate	NOUN
fcis-6351	231	39	will	will	AUX
fcis-6351	231	40	increase	increase	VERB
fcis-6351	231	41	year	year	NOUN
fcis-6351	231	42	by	by	ADP
fcis-6351	231	43	year	year	NOUN
fcis-6351	231	44	,	,	PUNCT
fcis-6351	231	45	and	and	CCONJ
fcis-6351	231	46	the	the	DET
fcis-6351	231	47	scientific	scientific	ADJ
fcis-6351	231	48	research	research	NOUN
fcis-6351	231	49	and	and	CCONJ
fcis-6351	231	50	innovation	innovation	NOUN
fcis-6351	231	51	ability	ability	NOUN
fcis-6351	231	52	will	will	AUX
fcis-6351	231	53	continue	continue	VERB
fcis-6351	231	54	to	to	PART
fcis-6351	231	55	develop	develop	VERB
fcis-6351	231	56	steadily	steadily	ADV
fcis-6351	231	57	.	.	PUNCT
fcis-6351	232	1	in	in	ADP
fcis-6351	232	2	order	order	NOUN
fcis-6351	232	3	to	to	PART
fcis-6351	232	4	guarantee	guarantee	VERB
fcis-6351	232	5	the	the	DET
fcis-6351	232	6	investment	investment	NOUN
fcis-6351	232	7	in	in	ADP
fcis-6351	232	8	scientific	scientific	ADJ
fcis-6351	232	9	research	research	NOUN
fcis-6351	232	10	and	and	CCONJ
fcis-6351	232	11	innovation	innovation	NOUN
fcis-6351	232	12	in	in	ADP
fcis-6351	232	13	anhui	anhui	PROPN
fcis-6351	232	14	province	province	PROPN
fcis-6351	232	15	,	,	PUNCT
fcis-6351	232	16	drive	drive	VERB
fcis-6351	232	17	the	the	DET
fcis-6351	232	18	synchronous	synchronous	ADJ
fcis-6351	232	19	development	development	NOUN
fcis-6351	232	20	of	of	ADP
fcis-6351	232	21	r&d	r&d	NOUN
fcis-6351	232	22	and	and	CCONJ
fcis-6351	232	23	society	society	NOUN
fcis-6351	232	24	,	,	PUNCT
fcis-6351	232	25	and	and	CCONJ
fcis-6351	232	26	improve	improve	VERB
fcis-6351	232	27	the	the	DET
fcis-6351	232	28	quality	quality	NOUN
fcis-6351	232	29	of	of	ADP
fcis-6351	232	30	life	life	NOUN
fcis-6351	232	31	of	of	ADP
fcis-6351	232	32	the	the	DET
fcis-6351	232	33	people	people	NOUN
fcis-6351	232	34	,	,	PUNCT
fcis-6351	232	35	the	the	DET
fcis-6351	232	36	government	government	NOUN
fcis-6351	232	37	needs	need	VERB
fcis-6351	232	38	to	to	PART
fcis-6351	232	39	strengthen	strengthen	VERB
fcis-6351	232	40	the	the	DET
fcis-6351	232	41	dominant	dominant	ADJ
fcis-6351	232	42	position	position	NOUN
fcis-6351	232	43	of	of	ADP
fcis-6351	232	44	enterprise	enterprise	NOUN
fcis-6351	232	45	r&d	r&d	NOUN
fcis-6351	232	46	investment	investment	NOUN
fcis-6351	232	47	,	,	PUNCT
fcis-6351	232	48	stabilize	stabilize	VERB
fcis-6351	232	49	the	the	DET
fcis-6351	232	50	r&d	r&d	NOUN
fcis-6351	232	51	investment	investment	NOUN
fcis-6351	232	52	of	of	ADP
fcis-6351	232	53	colleges	college	NOUN
fcis-6351	232	54	and	and	CCONJ
fcis-6351	232	55	universities	university	NOUN
fcis-6351	232	56	,	,	PUNCT
fcis-6351	232	57	scientific	scientific	ADJ
fcis-6351	232	58	research	research	NOUN
fcis-6351	232	59	institutes	institute	NOUN
fcis-6351	232	60	,	,	PUNCT
fcis-6351	232	61	play	play	VERB
fcis-6351	232	62	the	the	DET
fcis-6351	232	63	role	role	NOUN
fcis-6351	232	64	of	of	ADP
fcis-6351	232	65	financial	financial	ADJ
fcis-6351	232	66	funds	fund	NOUN
fcis-6351	232	67	to	to	PART
fcis-6351	232	68	guide	guide	VERB
fcis-6351	232	69	,	,	PUNCT
fcis-6351	232	70	improve	improve	VERB
fcis-6351	232	71	the	the	DET
fcis-6351	232	72	level	level	NOUN
fcis-6351	232	73	of	of	ADP
fcis-6351	232	74	incentive	incentive	NOUN
fcis-6351	232	75	services	service	NOUN
fcis-6351	232	76	,	,	PUNCT
fcis-6351	232	77	and	and	CCONJ
fcis-6351	232	78	gradually	gradually	ADV
fcis-6351	232	79	improve	improve	VERB
fcis-6351	232	80	the	the	DET
fcis-6351	232	81	social	social	ADJ
fcis-6351	232	82	security	security	NOUN
fcis-6351	232	83	system	system	NOUN
fcis-6351	232	84	and	and	CCONJ
fcis-6351	232	85	relevant	relevant	ADJ
fcis-6351	232	86	regulations	regulation	NOUN
fcis-6351	232	87	.	.	PUNCT
fcis-6351	233	1	in	in	ADP
fcis-6351	233	2	turn	turn	NOUN
fcis-6351	233	3	,	,	PUNCT
fcis-6351	233	4	it	it	PRON
fcis-6351	233	5	will	will	AUX
fcis-6351	233	6	drive	drive	VERB
fcis-6351	233	7	the	the	DET
fcis-6351	233	8	sustained	sustain	VERB
fcis-6351	233	9	high	high	ADJ
fcis-6351	233	10	-	-	PUNCT
fcis-6351	233	11	quality	quality	NOUN
fcis-6351	233	12	development	development	NOUN
fcis-6351	233	13	of	of	ADP
fcis-6351	233	14	the	the	DET
fcis-6351	233	15	province	province	NOUN
fcis-6351	233	16	's	's	PART
fcis-6351	233	17	r&d	r&d	NOUN
fcis-6351	233	18	and	and	CCONJ
fcis-6351	233	19	innovation	innovation	NOUN
fcis-6351	233	20	level	level	NOUN
fcis-6351	233	21	,	,	PUNCT
fcis-6351	233	22	and	and	CCONJ
fcis-6351	233	23	lay	lie	VERB
fcis-6351	233	24	a	a	DET
fcis-6351	233	25	solid	solid	ADJ
fcis-6351	233	26	foundation	foundation	NOUN
fcis-6351	233	27	for	for	ADP
fcis-6351	233	28	social	social	ADJ
fcis-6351	233	29	transformation	transformation	NOUN
fcis-6351	233	30	and	and	CCONJ
fcis-6351	233	31	upgrading	upgrading	NOUN
fcis-6351	233	32	.	.	PUNCT
fcis-6351	234	1	acknowledgements	acknowledgement	NOUN
fcis-6351	234	2	the	the	DET
fcis-6351	234	3	research	research	NOUN
fcis-6351	234	4	is	be	AUX
fcis-6351	234	5	supported	support	VERB
fcis-6351	234	6	by	by	ADP
fcis-6351	234	7	the	the	DET
fcis-6351	234	8	natural	natural	ADJ
fcis-6351	234	9	science	science	PROPN
fcis-6351	234	10	foundation	foundation	PROPN
fcis-6351	234	11	of	of	ADP
fcis-6351	234	12	anhui	anhui	PROPN
fcis-6351	234	13	university	university	PROPN
fcis-6351	234	14	of	of	ADP
fcis-6351	234	15	finance	finance	NOUN
fcis-6351	234	16	and	and	CCONJ
fcis-6351	234	17	economics	economic	NOUN
fcis-6351	234	18	(	(	PUNCT
fcis-6351	234	19	item	item	NOUN
fcis-6351	234	20	number	number	NOUN
fcis-6351	234	21	:	:	PUNCT
fcis-6351	234	22	acszjyzd2022008	acszjyzd2022008	PROPN
fcis-6351	234	23	)	)	PUNCT
fcis-6351	234	24	.	.	PUNCT
fcis-6351	235	1	references	reference	NOUN
fcis-6351	235	2	[	[	X
fcis-6351	235	3	1	1	NUM
fcis-6351	235	4	]	]	SYM
fcis-6351	235	5	p.m.	p.m.	NOUN
fcis-6351	235	6	romer	romer	NOUN
fcis-6351	235	7	:	:	PUNCT
fcis-6351	235	8	endogenous	endogenous	ADJ
fcis-6351	235	9	technological	technological	ADJ
fcis-6351	235	10	change	change	NOUN
fcis-6351	235	11	,	,	PUNCT
fcis-6351	235	12	journal	journal	NOUN
fcis-6351	235	13	of	of	ADP
fcis-6351	235	14	political	political	ADJ
fcis-6351	235	15	economy	economy	NOUN
fcis-6351	235	16	,	,	PUNCT
fcis-6351	235	17	vol	vol	NOUN
fcis-6351	235	18	.	.	PROPN
fcis-6351	235	19	98	98	NUM
fcis-6351	235	20	(	(	PUNCT
fcis-6351	235	21	1990	1990	NUM
fcis-6351	235	22	)	)	PUNCT
fcis-6351	235	23	no.5	no.5	PROPN
fcis-6351	235	24	,	,	PUNCT
fcis-6351	235	25	p.71	p.71	PROPN
fcis-6351	235	26	-	-	PUNCT
fcis-6351	235	27	102	102	NUM
fcis-6351	235	28	.	.	PUNCT
fcis-6351	236	1	[	[	X
fcis-6351	236	2	2	2	NUM
fcis-6351	236	3	]	]	X
fcis-6351	236	4	g.m	g.m	PROPN
fcis-6351	236	5	.	.	PROPN
fcis-6351	236	6	grossman	grossman	PROPN
fcis-6351	236	7	and	and	CCONJ
fcis-6351	236	8	e.	e.	PROPN
fcis-6351	236	9	helpman	helpman	PROPN
fcis-6351	236	10	:	:	PUNCT
fcis-6351	236	11	quality	quality	NOUN
fcis-6351	236	12	ladders	ladder	NOUN
fcis-6351	236	13	in	in	ADP
fcis-6351	236	14	the	the	DET
fcis-6351	236	15	theory	theory	NOUN
fcis-6351	236	16	of	of	ADP
fcis-6351	236	17	growth	growth	NOUN
fcis-6351	236	18	,	,	PUNCT
fcis-6351	236	19	the	the	DET
fcis-6351	236	20	review	review	NOUN
fcis-6351	236	21	of	of	ADP
fcis-6351	236	22	economic	economic	ADJ
fcis-6351	236	23	studies	study	NOUN
fcis-6351	236	24	,	,	PUNCT
fcis-6351	236	25	vol	vol	NOUN
fcis-6351	236	26	.	.	PUNCT
fcis-6351	236	27	58	58	NUM
fcis-6351	236	28	(	(	PUNCT
fcis-6351	236	29	1991	1991	NUM
fcis-6351	236	30	)	)	PUNCT
fcis-6351	237	1	no	no	INTJ
fcis-6351	237	2	.	.	NOUN
fcis-6351	237	3	1	1	NUM
fcis-6351	237	4	,	,	PUNCT
fcis-6351	237	5	p.43	p.43	NOUN
fcis-6351	237	6	-	-	PUNCT
fcis-6351	237	7	61	61	NUM
fcis-6351	237	8	.	.	PUNCT
fcis-6351	238	1	[	[	X
fcis-6351	238	2	3	3	X
fcis-6351	238	3	]	]	X
fcis-6351	238	4	p.s	p.s	NOUN
fcis-6351	238	5	.	.	PUNCT
fcis-6351	239	1	segerstrom	segerstrom	DET
fcis-6351	239	2	,	,	PUNCT
fcis-6351	239	3	t.c.a	t.c.a	NOUN
fcis-6351	239	4	.	.	PUNCT
fcis-6351	239	5	anant	anant	PROPN
fcis-6351	239	6	and	and	CCONJ
fcis-6351	239	7	e.	e.	PROPN
fcis-6351	239	8	dinopoulos	dinopoulos	PROPN
fcis-6351	239	9	:	:	PUNCT
fcis-6351	239	10	a	a	DET
fcis-6351	239	11	schumpeterian	schumpeterian	ADJ
fcis-6351	239	12	model	model	NOUN
fcis-6351	239	13	of	of	ADP
fcis-6351	239	14	the	the	DET
fcis-6351	239	15	product	product	NOUN
fcis-6351	239	16	life	life	NOUN
fcis-6351	239	17	cycle	cycle	NOUN
fcis-6351	239	18	,	,	PUNCT
fcis-6351	239	19	the	the	DET
fcis-6351	239	20	american	american	PROPN
fcis-6351	239	21	economic	economic	PROPN
fcis-6351	239	22	review	review	PROPN
fcis-6351	239	23	,	,	PUNCT
fcis-6351	239	24	vol	vol	NOUN
fcis-6351	239	25	.	.	PROPN
fcis-6351	239	26	80	80	NUM
fcis-6351	239	27	(	(	PUNCT
fcis-6351	239	28	1990	1990	NUM
fcis-6351	239	29	)	)	PUNCT
fcis-6351	239	30	no.5	no.5	PROPN
fcis-6351	239	31	,	,	PUNCT
fcis-6351	239	32	p.1077	p.1077	PROPN
fcis-6351	239	33	-	-	SYM
fcis-6351	239	34	1091	1091	NUM
fcis-6351	239	35	.	.	PUNCT
fcis-6351	240	1	[	[	X
fcis-6351	240	2	4	4	NUM
fcis-6351	240	3	]	]	X
fcis-6351	240	4	x.w	x.w	PROPN
fcis-6351	240	5	.	.	PROPN
fcis-6351	240	6	fang	fang	PROPN
fcis-6351	240	7	,	,	PUNCT
fcis-6351	240	8	j.h	j.h	PROPN
fcis-6351	240	9	.	.	PROPN
fcis-6351	240	10	pan	pan	PROPN
fcis-6351	240	11	and	and	CCONJ
fcis-6351	240	12	c.l	c.l	PROPN
fcis-6351	240	13	.	.	PUNCT
fcis-6351	240	14	liu	liu	PROPN
fcis-6351	240	15	:	:	PUNCT
fcis-6351	240	16	research	research	NOUN
fcis-6351	240	17	on	on	ADP
fcis-6351	240	18	the	the	DET
fcis-6351	240	19	prediction	prediction	NOUN
fcis-6351	240	20	of	of	ADP
fcis-6351	240	21	r&d	r&d	NOUN
fcis-6351	240	22	expenditure	expenditure	NOUN
fcis-6351	240	23	and	and	CCONJ
fcis-6351	240	24	intensity	intensity	NOUN
fcis-6351	240	25	during	during	ADP
fcis-6351	240	26	the	the	DET
fcis-6351	240	27	"	"	PUNCT
fcis-6351	240	28	twelfth	twelfth	ADJ
fcis-6351	240	29	five	five	NUM
fcis-6351	240	30	year	year	NOUN
fcis-6351	240	31	plan	plan	NOUN
fcis-6351	240	32	"	"	PUNCT
fcis-6351	240	33	period	period	NOUN
fcis-6351	240	34	in	in	ADP
fcis-6351	240	35	china	china	PROPN
fcis-6351	240	36	,	,	PUNCT
fcis-6351	240	37	science	science	NOUN
fcis-6351	240	38	and	and	CCONJ
fcis-6351	240	39	technology	technology	NOUN
fcis-6351	240	40	progress	progress	NOUN
fcis-6351	240	41	and	and	CCONJ
fcis-6351	240	42	policy	policy	NOUN
fcis-6351	240	43	,	,	PUNCT
fcis-6351	240	44	vol	vol	NOUN
fcis-6351	240	45	.	.	PROPN
fcis-6351	240	46	28	28	NUM
fcis-6351	241	1	(	(	PUNCT
fcis-6351	241	2	2011	2011	NUM
fcis-6351	241	3	)	)	PUNCT
fcis-6351	241	4	no.24	no.24	NOUN
fcis-6351	241	5	,	,	PUNCT
fcis-6351	241	6	p.144	p.144	PRON
fcis-6351	241	7	-	-	PUNCT
fcis-6351	241	8	147	147	NUM
fcis-6351	241	9	.	.	PUNCT
fcis-6351	242	1	[	[	X
fcis-6351	242	2	5	5	NUM
fcis-6351	242	3	]	]	X
fcis-6351	242	4	l.y	l.y	PROPN
fcis-6351	242	5	.	.	PROPN
fcis-6351	242	6	zhao	zhao	PROPN
fcis-6351	242	7	and	and	CCONJ
fcis-6351	242	8	p.	p.	PROPN
fcis-6351	242	9	shi	shi	PROPN
fcis-6351	242	10	:	:	PUNCT
fcis-6351	242	11	an	an	DET
fcis-6351	242	12	examination	examination	NOUN
fcis-6351	242	13	on	on	ADP
fcis-6351	242	14	relationship	relationship	NOUN
fcis-6351	242	15	between	between	ADP
fcis-6351	242	16	the	the	DET
fcis-6351	242	17	government	government	NOUN
fcis-6351	242	18	’s	’s	PART
fcis-6351	242	19	r&d	r&d	NOUN
fcis-6351	242	20	investment	investment	NOUN
fcis-6351	242	21	and	and	CCONJ
fcis-6351	242	22	economic	economic	ADJ
fcis-6351	242	23	growth	growth	NOUN
fcis-6351	242	24	—	—	PUNCT
fcis-6351	242	25	analysis	analysis	NOUN
fcis-6351	242	26	on	on	ADP
fcis-6351	242	27	the	the	DET
fcis-6351	242	28	data	datum	NOUN
fcis-6351	242	29	between	between	ADP
fcis-6351	242	30	1989	1989	NUM
fcis-6351	242	31	and	and	CCONJ
fcis-6351	242	32	2007	2007	NUM
fcis-6351	242	33	,	,	PUNCT
fcis-6351	242	34	china	china	PROPN
fcis-6351	242	35	soft	soft	ADJ
fcis-6351	242	36	science	science	NOUN
fcis-6351	242	37	,	,	PUNCT
fcis-6351	242	38	(	(	PUNCT
fcis-6351	242	39	2010	2010	NUM
fcis-6351	242	40	)	)	PUNCT
fcis-6351	242	41	no.2	no.2	PROPN
fcis-6351	242	42	,	,	PUNCT
fcis-6351	242	43	p.53	p.53	NOUN
fcis-6351	242	44	-	-	NOUN
fcis-6351	242	45	58	58	NUM
fcis-6351	242	46	.	.	PUNCT
fcis-6351	243	1	[	[	X
fcis-6351	243	2	6	6	NUM
fcis-6351	243	3	]	]	PUNCT
fcis-6351	243	4	s.	s.	PROPN
fcis-6351	243	5	chen	chen	PROPN
fcis-6351	243	6	and	and	CCONJ
fcis-6351	243	7	w.j	w.j	PROPN
fcis-6351	243	8	.	.	PROPN
fcis-6351	243	9	zhang	zhang	PROPN
fcis-6351	243	10	:	:	PUNCT
fcis-6351	243	11	the	the	DET
fcis-6351	243	12	international	international	ADJ
fcis-6351	243	13	comparison	comparison	NOUN
fcis-6351	243	14	and	and	CCONJ
fcis-6351	243	15	analysis	analysis	NOUN
fcis-6351	243	16	of	of	ADP
fcis-6351	243	17	chinese	chinese	ADJ
fcis-6351	243	18	r&d	r&d	PROPN
fcis-6351	243	19	/	/	SYM
fcis-6351	243	20	gdp	gdp	PROPN
fcis-6351	243	21	,	,	PUNCT
fcis-6351	243	22	studies	study	NOUN
fcis-6351	243	23	in	in	ADP
fcis-6351	243	24	science	science	NOUN
fcis-6351	243	25	of	of	ADP
fcis-6351	243	26	science	science	NOUN
fcis-6351	243	27	,	,	PUNCT
fcis-6351	243	28	vol	vol	NOUN
fcis-6351	243	29	.	.	PROPN
fcis-6351	243	30	31	31	NUM
fcis-6351	243	31	(	(	PUNCT
fcis-6351	243	32	2013	2013	NUM
fcis-6351	243	33	)	)	PUNCT
fcis-6351	243	34	no.7	no.7	PROPN
fcis-6351	243	35	,	,	PUNCT
fcis-6351	243	36	p.1022	p.1022	NOUN
fcis-6351	243	37	-	-	PUNCT
fcis-6351	243	38	1031	1031	NUM
fcis-6351	243	39	.	.	PUNCT
fcis-6351	244	1	[	[	X
fcis-6351	244	2	7	7	X
fcis-6351	244	3	]	]	X
fcis-6351	244	4	j.w	j.w	PROPN
fcis-6351	244	5	.	.	PUNCT
fcis-6351	245	1	he	he	PRON
fcis-6351	245	2	:	:	PUNCT
fcis-6351	245	3	previous	previous	ADJ
fcis-6351	245	4	analysis	analysis	NOUN
fcis-6351	245	5	on	on	ADP
fcis-6351	245	6	the	the	DET
fcis-6351	245	7	trend	trend	NOUN
fcis-6351	245	8	of	of	ADP
fcis-6351	245	9	r&d	r&d	NOUN
fcis-6351	245	10	intense	intense	ADJ
fcis-6351	245	11	growth	growth	NOUN
fcis-6351	245	12	in	in	ADP
fcis-6351	245	13	china	china	PROPN
fcis-6351	245	14	,	,	PUNCT
fcis-6351	245	15	value	value	NOUN
fcis-6351	245	16	engineering	engineering	NOUN
fcis-6351	245	17	,	,	PUNCT
fcis-6351	245	18	vol	vol	NOUN
fcis-6351	245	19	.	.	PROPN
fcis-6351	245	20	33	33	NUM
fcis-6351	245	21	(	(	PUNCT
fcis-6351	245	22	2014	2014	NUM
fcis-6351	245	23	)	)	PUNCT
fcis-6351	245	24	no.23	no.23	PROPN
fcis-6351	245	25	,	,	PUNCT
fcis-6351	245	26	p.210	p.210	NOUN
fcis-6351	245	27	-	-	PUNCT
fcis-6351	245	28	211	211	NUM
fcis-6351	245	29	.	.	PUNCT
fcis-6351	246	1	[	[	X
fcis-6351	246	2	8	8	NUM
fcis-6351	246	3	]	]	X
fcis-6351	246	4	j.m	j.m	PROPN
fcis-6351	246	5	.	.	PROPN
fcis-6351	246	6	bates	bate	NOUN
fcis-6351	246	7	and	and	CCONJ
fcis-6351	246	8	c.w.j	c.w.j	NOUN
fcis-6351	246	9	.	.	PUNCT
fcis-6351	247	1	granger	granger	NOUN
fcis-6351	247	2	:	:	PUNCT
fcis-6351	248	1	the	the	DET
fcis-6351	248	2	combination	combination	NOUN
fcis-6351	248	3	of	of	ADP
fcis-6351	248	4	forecasts	forecast	NOUN
fcis-6351	248	5	,	,	PUNCT
fcis-6351	248	6	or	or	CCONJ
fcis-6351	248	7	,	,	PUNCT
fcis-6351	248	8	vol	vol	NOUN
fcis-6351	248	9	.	.	PROPN
fcis-6351	248	10	20	20	NUM
fcis-6351	248	11	(	(	PUNCT
fcis-6351	248	12	1969	1969	NUM
fcis-6351	248	13	)	)	PUNCT
fcis-6351	248	14	no.4	no.4	PROPN
fcis-6351	248	15	,	,	PUNCT
fcis-6351	248	16	p.451	p.451	NOUN
fcis-6351	248	17	-	-	PUNCT
fcis-6351	248	18	468	468	NUM
fcis-6351	248	19	.	.	PUNCT
fcis-6351	249	1	[	[	X
fcis-6351	249	2	9	9	NUM
fcis-6351	249	3	]	]	SYM
fcis-6351	249	4	h.y	h.y	PROPN
fcis-6351	249	5	.	.	PROPN
fcis-6351	249	6	chen	chen	PROPN
fcis-6351	249	7	:	:	PUNCT
fcis-6351	249	8	a	a	DET
fcis-6351	249	9	kind	kind	NOUN
fcis-6351	249	10	of	of	ADP
fcis-6351	249	11	cooperative	cooperative	ADJ
fcis-6351	249	12	games	game	NOUN
fcis-6351	249	13	method	method	NOUN
fcis-6351	249	14	determining	determine	VERB
fcis-6351	249	15	weights	weight	NOUN
fcis-6351	249	16	of	of	ADP
fcis-6351	249	17	combination	combination	NOUN
fcis-6351	249	18	forecasting	forecasting	NOUN
fcis-6351	249	19	,	,	PUNCT
fcis-6351	249	20	forecasting	forecasting	NOUN
fcis-6351	249	21	,	,	PUNCT
fcis-6351	249	22	vol	vol	NOUN
fcis-6351	249	23	.	.	PROPN
fcis-6351	249	24	22	22	NUM
fcis-6351	249	25	(	(	PUNCT
fcis-6351	249	26	2003	2003	NUM
fcis-6351	249	27	)	)	PUNCT
fcis-6351	249	28	no.1	no.1	PROPN
fcis-6351	249	29	,	,	PUNCT
fcis-6351	249	30	p.75	p.75	PROPN
fcis-6351	249	31	-	-	NOUN
fcis-6351	249	32	77	77	NUM
fcis-6351	249	33	+	+	NOUN
fcis-6351	249	34	32	32	NUM
fcis-6351	249	35	.	.	PUNCT
fcis-6351	250	1	[	[	X
fcis-6351	250	2	10	10	NUM
fcis-6351	250	3	]	]	X
fcis-6351	250	4	g.y	g.y	PROPN
fcis-6351	250	5	.	.	PROPN
fcis-6351	250	6	yang	yang	PROPN
fcis-6351	250	7	and	and	CCONJ
fcis-6351	250	8	x.w	x.w	PROPN
fcis-6351	250	9	.	.	PROPN
fcis-6351	250	10	tang	tang	PROPN
fcis-6351	250	11	:	:	PUNCT
fcis-6351	250	12	research	research	NOUN
fcis-6351	250	13	on	on	ADP
fcis-6351	250	14	optimization	optimization	NOUN
fcis-6351	250	15	method	method	NOUN
fcis-6351	250	16	of	of	ADP
fcis-6351	250	17	combination	combination	NOUN
fcis-6351	250	18	forecasting	forecasting	NOUN
fcis-6351	250	19	model	model	NOUN
fcis-6351	250	20	with	with	ADP
fcis-6351	250	21	non	non	ADJ
fcis-6351	250	22	-	-	ADJ
fcis-6351	250	23	negative	negative	ADJ
fcis-6351	250	24	weight	weight	NOUN
fcis-6351	250	25	,	,	PUNCT
fcis-6351	250	26	quantitative	quantitative	ADJ
fcis-6351	250	27	economics	economic	NOUN
fcis-6351	250	28	and	and	CCONJ
fcis-6351	250	29	technical	technical	ADJ
fcis-6351	250	30	economics	economic	NOUN
fcis-6351	250	31	research	research	NOUN
fcis-6351	250	32	,	,	PUNCT
fcis-6351	250	33	(	(	PUNCT
fcis-6351	250	34	1998	1998	NUM
fcis-6351	250	35	)	)	PUNCT
fcis-6351	250	36	no.3	no.3	NOUN
fcis-6351	250	37	,	,	PUNCT
fcis-6351	250	38	p.56	p.56	NOUN
fcis-6351	250	39	-	-	X
fcis-6351	250	40	60	60	NUM
fcis-6351	250	41	.	.	PUNCT
fcis-6351	251	1	[	[	X
fcis-6351	251	2	11	11	NUM
fcis-6351	251	3	]	]	PUNCT
fcis-6351	251	4	l.	l.	PROPN
fcis-6351	251	5	yang	yang	PROPN
fcis-6351	251	6	,	,	PUNCT
fcis-6351	251	7	h.y	h.y	PROPN
fcis-6351	251	8	.	.	PROPN
fcis-6351	251	9	chen	chen	PROPN
fcis-6351	251	10	and	and	CCONJ
fcis-6351	251	11	y.	y.	PROPN
fcis-6351	251	12	wang	wang	PROPN
fcis-6351	251	13	:	:	PUNCT
fcis-6351	251	14	optimal	optimal	ADJ
fcis-6351	251	15	combination	combination	NOUN
fcis-6351	251	16	forecasting	forecasting	NOUN
fcis-6351	251	17	model	model	NOUN
fcis-6351	251	18	of	of	ADP
fcis-6351	251	19	induced	induced	ADJ
fcis-6351	251	20	generalized	generalized	ADJ
fcis-6351	251	21	owa	owa	NOUN
fcis-6351	251	22	operator	operator	NOUN
fcis-6351	251	23	based	base	VERB
fcis-6351	251	24	on	on	ADP
fcis-6351	251	25	closeness	closeness	NOUN
fcis-6351	251	26	,	,	PUNCT
fcis-6351	251	27	statistics	statistic	NOUN
fcis-6351	251	28	and	and	CCONJ
fcis-6351	251	29	decision	decision	NOUN
fcis-6351	251	30	,	,	PUNCT
fcis-6351	251	31	(	(	PUNCT
fcis-6351	251	32	2013	2013	NUM
fcis-6351	251	33	)	)	PUNCT
fcis-6351	251	34	no.5	no.5	PROPN
fcis-6351	251	35	,	,	PUNCT
fcis-6351	251	36	p.24	p.24	PROPN
fcis-6351	251	37	-	-	X
fcis-6351	251	38	26	26	NUM
fcis-6351	251	39	.	.	PUNCT
fcis-6351	252	1	[	[	X
fcis-6351	252	2	12	12	NUM
fcis-6351	252	3	]	]	X
fcis-6351	252	4	w.y	w.y	PROPN
fcis-6351	252	5	.	.	PROPN
fcis-6351	252	6	zhang	zhang	PROPN
fcis-6351	252	7	,	,	PUNCT
fcis-6351	252	8	k.	k.	PROPN
fcis-6351	252	9	wang	wang	PROPN
fcis-6351	252	10	and	and	CCONJ
fcis-6351	252	11	h.j	h.j	PROPN
fcis-6351	252	12	.	.	PROPN
fcis-6351	252	13	yuan	yuan	PROPN
fcis-6351	252	14	:	:	PUNCT
fcis-6351	252	15	combination	combination	NOUN
fcis-6351	252	16	forecast	forecast	NOUN
fcis-6351	252	17	of	of	ADP
fcis-6351	252	18	per	per	ADP
fcis-6351	252	19	capita	capita	X
fcis-6351	252	20	disposable	disposable	ADJ
fcis-6351	252	21	income	income	NOUN
fcis-6351	252	22	of	of	ADP
fcis-6351	252	23	urban	urban	ADJ
fcis-6351	252	24	residents	resident	NOUN
fcis-6351	252	25	in	in	ADP
fcis-6351	252	26	anhui	anhui	PROPN
fcis-6351	252	27	province	province	PROPN
fcis-6351	252	28	,	,	PUNCT
fcis-6351	252	29	journal	journal	NOUN
fcis-6351	252	30	of	of	ADP
fcis-6351	252	31	chongqing	chongqing	PROPN
fcis-6351	252	32	technology	technology	PROPN
fcis-6351	252	33	and	and	CCONJ
fcis-6351	252	34	business	business	NOUN
fcis-6351	252	35	university	university	NOUN
fcis-6351	252	36	(	(	PUNCT
fcis-6351	252	37	natural	natural	ADJ
fcis-6351	252	38	science	science	NOUN
fcis-6351	252	39	edition	edition	NOUN
fcis-6351	252	40	)	)	PUNCT
fcis-6351	252	41	,	,	PUNCT
fcis-6351	252	42	vol	vol	NOUN
fcis-6351	252	43	.	.	PROPN
fcis-6351	252	44	39	39	NUM
fcis-6351	252	45	(	(	PUNCT
fcis-6351	252	46	2022	2022	NUM
fcis-6351	252	47	)	)	PUNCT
fcis-6351	252	48	no.5	no.5	PROPN
fcis-6351	252	49	,	,	PUNCT
fcis-6351	252	50	p.93	p.93	PROPN
fcis-6351	252	51	-	-	NOUN
fcis-6351	252	52	104	104	NUM
fcis-6351	252	53	.	.	PUNCT
fcis-6351	253	1	[	[	X
fcis-6351	253	2	13	13	NUM
fcis-6351	253	3	]	]	PUNCT
fcis-6351	253	4	j.	j.	PROPN
fcis-6351	253	5	liu	liu	PROPN
fcis-6351	253	6	,	,	PUNCT
fcis-6351	253	7	j.w	j.w	PROPN
fcis-6351	253	8	.	.	PROPN
fcis-6351	253	9	wang	wang	PROPN
fcis-6351	253	10	and	and	CCONJ
fcis-6351	253	11	z.h	z.h	PROPN
fcis-6351	253	12	.	.	PROPN
fcis-6351	253	13	cheng	cheng	PROPN
fcis-6351	253	14	:	:	PUNCT
fcis-6351	253	15	research	research	NOUN
fcis-6351	253	16	on	on	ADP
fcis-6351	253	17	the	the	DET
fcis-6351	253	18	influence	influence	NOUN
fcis-6351	253	19	of	of	ADP
fcis-6351	253	20	industrial	industrial	ADJ
fcis-6351	253	21	agglomeration	agglomeration	NOUN
fcis-6351	253	22	on	on	ADP
fcis-6351	253	23	the	the	DET
fcis-6351	253	24	collaborative	collaborative	ADJ
fcis-6351	253	25	innovation	innovation	NOUN
fcis-6351	253	26	efficiency	efficiency	NOUN
fcis-6351	253	27	,	,	PUNCT
fcis-6351	253	28	china	china	PROPN
fcis-6351	253	29	soft	soft	ADJ
fcis-6351	253	30	science	science	NOUN
fcis-6351	253	31	,	,	PUNCT
fcis-6351	253	32	(	(	PUNCT
fcis-6351	253	33	2017	2017	NUM
fcis-6351	253	34	)	)	PUNCT
fcis-6351	253	35	no.6	no.6	PROPN
fcis-6351	253	36	,	,	PUNCT
fcis-6351	253	37	p.89	p.89	NOUN
fcis-6351	253	38	-	-	PUNCT
fcis-6351	253	39	98	98	NUM
fcis-6351	253	40	.	.	PUNCT
fcis-6351	254	1	[	[	X
fcis-6351	254	2	14	14	NUM
fcis-6351	254	3	]	]	X
fcis-6351	254	4	j.l	j.l	PROPN
fcis-6351	254	5	.	.	PROPN
fcis-6351	254	6	deng	deng	PROPN
fcis-6351	254	7	:	:	PUNCT
fcis-6351	254	8	grey	grey	PROPN
fcis-6351	254	9	prediction	prediction	NOUN
fcis-6351	254	10	and	and	CCONJ
fcis-6351	254	11	grey	grey	ADJ
fcis-6351	254	12	decision	decision	NOUN
fcis-6351	254	13	(	(	PUNCT
fcis-6351	254	14	huazhong	huazhong	PROPN
fcis-6351	254	15	university	university	PROPN
fcis-6351	254	16	of	of	ADP
fcis-6351	254	17	science	science	NOUN
fcis-6351	254	18	and	and	CCONJ
fcis-6351	254	19	technology	technology	NOUN
fcis-6351	254	20	press	press	NOUN
fcis-6351	254	21	,	,	PUNCT
fcis-6351	254	22	china	china	PROPN
fcis-6351	254	23	2002	2002	NUM
fcis-6351	254	24	)	)	PUNCT
fcis-6351	254	25	,	,	PUNCT
fcis-6351	254	26	p.71	p.71	PROPN
fcis-6351	254	27	-	-	PUNCT
fcis-6351	254	28	96	96	NUM
fcis-6351	254	29	.	.	PUNCT
fcis-6351	255	1	[	[	X
fcis-6351	255	2	15	15	NUM
fcis-6351	255	3	]	]	X
fcis-6351	255	4	j.p	j.p	PROPN
fcis-6351	255	5	.	.	PROPN
fcis-6351	255	6	xu	xu	PROPN
fcis-6351	255	7	:	:	PUNCT
fcis-6351	256	1	china	china	PROPN
fcis-6351	256	2	’s	’s	PART
fcis-6351	256	3	agricultural	agricultural	ADJ
fcis-6351	256	4	energy	energy	NOUN
fcis-6351	256	5	consumption	consumption	NOUN
fcis-6351	256	6	and	and	CCONJ
fcis-6351	256	7	co2	co2	NOUN
fcis-6351	256	8	emissions	emission	NOUN
fcis-6351	256	9	:	:	PUNCT
fcis-6351	256	10	current	current	ADJ
fcis-6351	256	11	situation	situation	NOUN
fcis-6351	256	12	,	,	PUNCT
fcis-6351	256	13	trend	trend	NOUN
fcis-6351	256	14	and	and	CCONJ
fcis-6351	256	15	path	path	NOUN
fcis-6351	256	16	to	to	PART
fcis-6351	256	17	reduce	reduce	VERB
fcis-6351	256	18	emissions	emission	NOUN
fcis-6351	256	19	,	,	PUNCT
fcis-6351	256	20	ecological	ecological	ADJ
fcis-6351	256	21	economy	economy	NOUN
fcis-6351	256	22	,	,	PUNCT
fcis-6351	256	23	vol	vol	NOUN
fcis-6351	256	24	.	.	PROPN
fcis-6351	256	25	32	32	NUM
fcis-6351	256	26	(	(	PUNCT
fcis-6351	256	27	2016	2016	NUM
fcis-6351	256	28	)	)	PUNCT
fcis-6351	256	29	no.2	no.2	PROPN
fcis-6351	256	30	,	,	PUNCT
fcis-6351	256	31	p.122	p.122	NOUN
fcis-6351	256	32	-	-	PUNCT
fcis-6351	256	33	126	126	NUM
fcis-6351	256	34	.	.	PUNCT
fcis-6351	257	1	[	[	X
fcis-6351	257	2	16	16	NUM
fcis-6351	257	3	]	]	X
fcis-6351	257	4	h.y	h.y	PROPN
fcis-6351	257	5	.	.	PROPN
fcis-6351	257	6	chen	chen	PROPN
fcis-6351	257	7	and	and	CCONJ
fcis-6351	257	8	c.l	c.l	PROPN
fcis-6351	258	1	.	.	PROPN
fcis-6351	258	2	liu	liu	PROPN
fcis-6351	258	3	:	:	PUNCT
fcis-6351	258	4	a	a	DET
fcis-6351	258	5	kind	kind	NOUN
fcis-6351	258	6	of	of	ADP
fcis-6351	258	7	combined	combined	ADJ
fcis-6351	258	8	forecasting	forecasting	NOUN
fcis-6351	258	9	method	method	NOUN
fcis-6351	258	10	based	base	VERB
fcis-6351	258	11	on	on	ADP
fcis-6351	258	12	induced	induced	ADJ
fcis-6351	258	13	ordered	order	VERB
fcis-6351	258	14	weighted	weight	VERB
fcis-6351	258	15	averaging	average	VERB
fcis-6351	258	16	(	(	PUNCT
fcis-6351	258	17	iowa	iowa	PROPN
fcis-6351	258	18	)	)	PUNCT
fcis-6351	258	19	operators	operator	NOUN
fcis-6351	258	20	,	,	PUNCT
fcis-6351	258	21	forecasting	forecasting	NOUN
fcis-6351	258	22	,	,	PUNCT
fcis-6351	258	23	vol	vol	NOUN
fcis-6351	258	24	.	.	PROPN
fcis-6351	258	25	22	22	NUM
fcis-6351	258	26	(	(	PUNCT
fcis-6351	258	27	2003	2003	NUM
fcis-6351	258	28	)	)	PUNCT
fcis-6351	258	29	no.6	no.6	PROPN
fcis-6351	258	30	,	,	PUNCT
fcis-6351	258	31	p.61	p.61	NOUN
fcis-6351	258	32	-	-	PUNCT
fcis-6351	258	33	65	65	NUM
fcis-6351	258	34	.	.	PUNCT
fcis-6351	259	1	147	147	NUM
fcis-6351	260	1	[	[	X
fcis-6351	260	2	17	17	NUM
fcis-6351	260	3	]	]	X
fcis-6351	260	4	h.y	h.y	PROPN
fcis-6351	260	5	.	.	PROPN
fcis-6351	260	6	yang	yang	PROPN
fcis-6351	260	7	,	,	PUNCT
fcis-6351	260	8	x	x	PROPN
fcis-6351	260	9	,	,	PUNCT
fcis-6351	260	10	y.	y.	PROPN
fcis-6351	260	11	zhao	zhao	PROPN
fcis-6351	260	12	and	and	CCONJ
fcis-6351	260	13	l.	l.	PROPN
fcis-6351	260	14	wang	wang	PROPN
fcis-6351	260	15	:	:	PUNCT
fcis-6351	260	16	review	review	NOUN
fcis-6351	260	17	of	of	ADP
fcis-6351	260	18	data	datum	NOUN
fcis-6351	260	19	normalization	normalization	NOUN
fcis-6351	260	20	methods	method	NOUN
fcis-6351	260	21	,	,	PUNCT
fcis-6351	260	22	computer	computer	NOUN
fcis-6351	260	23	engineering	engineering	NOUN
fcis-6351	260	24	and	and	CCONJ
fcis-6351	260	25	applications	application	NOUN
fcis-6351	260	26	,	,	PUNCT
fcis-6351	260	27	vol	vol	NOUN
fcis-6351	260	28	.	.	PROPN
fcis-6351	260	29	59	59	NUM
fcis-6351	260	30	(	(	PUNCT
fcis-6351	260	31	2023	2023	NUM
fcis-6351	260	32	)	)	PUNCT
fcis-6351	260	33	no.3	no.3	NOUN
fcis-6351	260	34	,	,	PUNCT
fcis-6351	260	35	p.13	p.13	X
fcis-6351	260	36	-	-	X
fcis-6351	260	37	22	22	NUM
fcis-6351	260	38	.	.	PUNCT
fcis-6351	261	1	[	[	X
fcis-6351	261	2	18	18	NUM
fcis-6351	261	3	]	]	X
fcis-6351	261	4	h.j	h.j	PROPN
fcis-6351	261	5	.	.	PROPN
fcis-6351	261	6	yuan	yuan	PROPN
fcis-6351	261	7	,	,	PUNCT
fcis-6351	261	8	k.	k.	PROPN
fcis-6351	261	9	du	du	PROPN
fcis-6351	261	10	and	and	CCONJ
fcis-6351	261	11	l.y	l.y	PROPN
fcis-6351	261	12	.	.	PROPN
fcis-6351	261	13	hu	hu	PROPN
fcis-6351	261	14	:	:	PUNCT
fcis-6351	261	15	interval	interval	NOUN
fcis-6351	261	16	-	-	PUNCT
fcis-6351	261	17	type	type	NOUN
fcis-6351	261	18	combination	combination	NOUN
fcis-6351	261	19	forecasting	forecasting	NOUN
fcis-6351	261	20	model	model	NOUN
fcis-6351	261	21	based	base	VERB
fcis-6351	261	22	on	on	ADP
fcis-6351	261	23	triangular	triangular	NOUN
fcis-6351	261	24	fuzzy	fuzzy	ADJ
fcis-6351	261	25	number	number	NOUN
fcis-6351	261	26	similarity	similarity	NOUN
fcis-6351	261	27	,	,	PUNCT
fcis-6351	261	28	statistics	statistic	NOUN
fcis-6351	261	29	and	and	CCONJ
fcis-6351	261	30	decision	decision	NOUN
fcis-6351	261	31	,	,	PUNCT
fcis-6351	261	32	vol	vol	NOUN
fcis-6351	261	33	.	.	PROPN
fcis-6351	261	34	35	35	NUM
fcis-6351	261	35	(	(	PUNCT
fcis-6351	261	36	2019	2019	NUM
fcis-6351	261	37	)	)	PUNCT
fcis-6351	261	38	no.6	no.6	PROPN
fcis-6351	261	39	,	,	PUNCT
fcis-6351	261	40	p.24	p.24	NOUN
fcis-6351	261	41	-	-	X
fcis-6351	261	42	29	29	NUM
fcis-6351	261	43	.	.	PUNCT
fcis-6351	262	1	[	[	X
fcis-6351	262	2	19	19	NUM
fcis-6351	262	3	]	]	X
fcis-6351	262	4	h.j	h.j	PROPN
fcis-6351	262	5	.	.	PROPN
fcis-6351	262	6	yuan	yuan	PROPN
fcis-6351	262	7	and	and	CCONJ
fcis-6351	262	8	g.y	g.y	PROPN
fcis-6351	262	9	.	.	PROPN
fcis-6351	262	10	yang	yang	PROPN
fcis-6351	262	11	:	:	PUNCT
fcis-6351	262	12	the	the	DET
fcis-6351	262	13	superior	superior	ADJ
fcis-6351	262	14	combination	combination	NOUN
fcis-6351	262	15	forecasting	forecasting	NOUN
fcis-6351	262	16	model	model	NOUN
fcis-6351	262	17	based	base	VERB
fcis-6351	262	18	on	on	ADP
fcis-6351	262	19	an	an	DET
fcis-6351	262	20	closeness	closeness	NOUN
fcis-6351	262	21	degree	degree	NOUN
fcis-6351	262	22	and	and	CCONJ
fcis-6351	262	23	induced	induce	VERB
fcis-6351	262	24	orderd	orderd	NOUN
fcis-6351	262	25	weighted	weighted	ADJ
fcis-6351	262	26	averaging	average	VERB
fcis-6351	262	27	(	(	PUNCT
fcis-6351	262	28	iowa	iowa	PROPN
fcis-6351	262	29	)	)	PUNCT
fcis-6351	262	30	operator	operator	NOUN
fcis-6351	262	31	,	,	PUNCT
fcis-6351	262	32	statistics	statistic	NOUN
fcis-6351	262	33	and	and	CCONJ
fcis-6351	262	34	information	information	NOUN
fcis-6351	262	35	forum	forum	PROPN
fcis-6351	262	36	,	,	PUNCT
fcis-6351	262	37	vol	vol	NOUN
fcis-6351	262	38	.	.	PROPN
fcis-6351	263	1	25	25	NUM
fcis-6351	263	2	(	(	PUNCT
fcis-6351	263	3	2010	2010	NUM
fcis-6351	263	4	)	)	PUNCT
fcis-6351	263	5	no.2	no.2	PROPN
fcis-6351	263	6	,	,	PUNCT
fcis-6351	263	7	p.32	p.32	NOUN
fcis-6351	263	8	-	-	X
fcis-6351	263	9	37	37	NUM
fcis-6351	263	10	.	.	PUNCT