id	sid	tid	token	lemma	pos
ajst-7349	1	1	academic	academic	ADJ
ajst-7349	1	2	journal	journal	NOUN
ajst-7349	1	3	of	of	ADP
ajst-7349	1	4	science	science	NOUN
ajst-7349	1	5	and	and	CCONJ
ajst-7349	1	6	technology	technology	NOUN
ajst-7349	1	7	issn	issn	NOUN
ajst-7349	1	8	:	:	PUNCT
ajst-7349	1	9	2771	2771	NUM
ajst-7349	1	10	-	-	SYM
ajst-7349	1	11	3032	3032	NUM
ajst-7349	1	12	|	|	NOUN
ajst-7349	1	13	vol	vol	NOUN
ajst-7349	1	14	.	.	PROPN
ajst-7349	2	1	5	5	NUM
ajst-7349	2	2	,	,	PUNCT
ajst-7349	2	3	no	no	INTJ
ajst-7349	2	4	.	.	NOUN
ajst-7349	2	5	3	3	NUM
ajst-7349	2	6	,	,	PUNCT
ajst-7349	2	7	2023	2023	NUM
ajst-7349	2	8	9	9	NUM
ajst-7349	2	9	research	research	NOUN
ajst-7349	2	10	and	and	CCONJ
ajst-7349	2	11	application	application	NOUN
ajst-7349	2	12	of	of	ADP
ajst-7349	2	13	system‐based	system‐base	VERB
ajst-7349	2	14	clustering	clustering	NOUN
ajst-7349	2	15	and	and	CCONJ
ajst-7349	2	16	principal	principal	ADJ
ajst-7349	2	17	component	component	NOUN
ajst-7349	2	18	analysis	analysis	NOUN
ajst-7349	2	19	algorithms	algorithm	NOUN
ajst-7349	2	20	guowei	guowei	PROPN
ajst-7349	2	21	li	li	PROPN
ajst-7349	2	22	,	,	PUNCT
ajst-7349	2	23	shanwei	shanwei	PROPN
ajst-7349	2	24	yang	yang	PROPN
ajst-7349	2	25	,	,	PUNCT
ajst-7349	2	26	sai	sai	PROPN
ajst-7349	2	27	li	li	PROPN
ajst-7349	2	28	,	,	PUNCT
ajst-7349	2	29	nan	nan	PROPN
ajst-7349	2	30	wang	wang	PROPN
ajst-7349	2	31	,	,	PUNCT
ajst-7349	2	32	juan	juan	PROPN
ajst-7349	2	33	li	li	PROPN
ajst-7349	2	34	*	*	PROPN
ajst-7349	2	35	school	school	PROPN
ajst-7349	2	36	of	of	ADP
ajst-7349	2	37	information	information	NOUN
ajst-7349	2	38	engineering	engineering	NOUN
ajst-7349	2	39	,	,	PUNCT
ajst-7349	2	40	wuhan	wuhan	PROPN
ajst-7349	2	41	business	business	PROPN
ajst-7349	2	42	university	university	PROPN
ajst-7349	2	43	,	,	PUNCT
ajst-7349	2	44	wuhan	wuhan	PROPN
ajst-7349	2	45	430056	430056	NUM
ajst-7349	2	46	,	,	PUNCT
ajst-7349	2	47	china	china	PROPN
ajst-7349	2	48	*	*	PUNCT
ajst-7349	2	49	corresponding	correspond	VERB
ajst-7349	2	50	author	author	NOUN
ajst-7349	2	51	:	:	PUNCT
ajst-7349	2	52	looj@wbu.edu.cn	looj@wbu.edu.cn	PROPN
ajst-7349	2	53	abstract	abstract	NOUN
ajst-7349	2	54	:	:	PUNCT
ajst-7349	2	55	the	the	DET
ajst-7349	2	56	silk	silk	NOUN
ajst-7349	2	57	road	road	NOUN
ajst-7349	2	58	was	be	AUX
ajst-7349	2	59	a	a	DET
ajst-7349	2	60	channel	channel	NOUN
ajst-7349	2	61	of	of	ADP
ajst-7349	2	62	cultural	cultural	ADJ
ajst-7349	2	63	exchange	exchange	NOUN
ajst-7349	2	64	between	between	ADP
ajst-7349	2	65	china	china	PROPN
ajst-7349	2	66	and	and	CCONJ
ajst-7349	2	67	the	the	DET
ajst-7349	2	68	west	west	NOUN
ajst-7349	2	69	in	in	ADP
ajst-7349	2	70	ancient	ancient	ADJ
ajst-7349	2	71	times	time	NOUN
ajst-7349	2	72	,	,	PUNCT
ajst-7349	2	73	in	in	ADP
ajst-7349	2	74	which	which	PRON
ajst-7349	2	75	glass	glass	NOUN
ajst-7349	2	76	was	be	AUX
ajst-7349	2	77	a	a	DET
ajst-7349	2	78	valuable	valuable	ADJ
ajst-7349	2	79	physical	physical	ADJ
ajst-7349	2	80	evidence	evidence	NOUN
ajst-7349	2	81	of	of	ADP
ajst-7349	2	82	early	early	ADJ
ajst-7349	2	83	trade	trade	NOUN
ajst-7349	2	84	,	,	PUNCT
ajst-7349	2	85	and	and	CCONJ
ajst-7349	2	86	the	the	DET
ajst-7349	2	87	early	early	ADJ
ajst-7349	2	88	glass	glass	NOUN
ajst-7349	2	89	in	in	ADP
ajst-7349	2	90	china	china	PROPN
ajst-7349	2	91	was	be	AUX
ajst-7349	2	92	made	make	VERB
ajst-7349	2	93	by	by	ADP
ajst-7349	2	94	absorbing	absorb	VERB
ajst-7349	2	95	some	some	DET
ajst-7349	2	96	foreign	foreign	ADJ
ajst-7349	2	97	technology	technology	NOUN
ajst-7349	2	98	,	,	PUNCT
ajst-7349	2	99	which	which	PRON
ajst-7349	2	100	also	also	ADV
ajst-7349	2	101	led	lead	VERB
ajst-7349	2	102	to	to	ADP
ajst-7349	2	103	a	a	DET
ajst-7349	2	104	different	different	ADJ
ajst-7349	2	105	chemical	chemical	NOUN
ajst-7349	2	106	composition	composition	NOUN
ajst-7349	2	107	.	.	PUNCT
ajst-7349	3	1	nowadays	nowadays	ADV
ajst-7349	3	2	,	,	PUNCT
ajst-7349	3	3	most	most	ADJ
ajst-7349	3	4	of	of	ADP
ajst-7349	3	5	the	the	DET
ajst-7349	3	6	glass	glass	NOUN
ajst-7349	3	7	artifacts	artifact	NOUN
ajst-7349	3	8	are	be	AUX
ajst-7349	3	9	roughly	roughly	ADV
ajst-7349	3	10	divided	divide	VERB
ajst-7349	3	11	into	into	ADP
ajst-7349	3	12	lead	lead	NOUN
ajst-7349	3	13	-	-	PUNCT
ajst-7349	3	14	barium	barium	NOUN
ajst-7349	3	15	glass	glass	NOUN
ajst-7349	3	16	and	and	CCONJ
ajst-7349	3	17	high	high	ADJ
ajst-7349	3	18	-	-	PUNCT
ajst-7349	3	19	potassium	potassium	NOUN
ajst-7349	3	20	glass	glass	NOUN
ajst-7349	3	21	,	,	PUNCT
ajst-7349	3	22	and	and	CCONJ
ajst-7349	3	23	each	each	PRON
ajst-7349	3	24	of	of	ADP
ajst-7349	3	25	the	the	DET
ajst-7349	3	26	different	different	ADJ
ajst-7349	3	27	parts	part	NOUN
ajst-7349	3	28	of	of	ADP
ajst-7349	3	29	the	the	DET
ajst-7349	3	30	artifacts	artifact	NOUN
ajst-7349	3	31	will	will	AUX
ajst-7349	3	32	be	be	AUX
ajst-7349	3	33	observed	observe	VERB
ajst-7349	3	34	and	and	CCONJ
ajst-7349	3	35	sampled	sample	VERB
ajst-7349	3	36	for	for	ADP
ajst-7349	3	37	analysis	analysis	NOUN
ajst-7349	3	38	in	in	ADP
ajst-7349	3	39	the	the	DET
ajst-7349	3	40	study	study	NOUN
ajst-7349	3	41	of	of	ADP
ajst-7349	3	42	the	the	DET
ajst-7349	3	43	artifacts	artifact	NOUN
ajst-7349	3	44	,	,	PUNCT
ajst-7349	3	45	and	and	CCONJ
ajst-7349	3	46	the	the	DET
ajst-7349	3	47	identification	identification	NOUN
ajst-7349	3	48	of	of	ADP
ajst-7349	3	49	their	their	PRON
ajst-7349	3	50	composition	composition	NOUN
ajst-7349	3	51	types	type	NOUN
ajst-7349	3	52	has	have	AUX
ajst-7349	3	53	been	be	AUX
ajst-7349	3	54	hampered	hamper	VERB
ajst-7349	3	55	by	by	ADP
ajst-7349	3	56	natural	natural	ADJ
ajst-7349	3	57	weathering	weathering	NOUN
ajst-7349	3	58	over	over	ADP
ajst-7349	3	59	thousands	thousand	NOUN
ajst-7349	3	60	of	of	ADP
ajst-7349	3	61	years	year	NOUN
ajst-7349	3	62	.	.	PUNCT
ajst-7349	4	1	therefore	therefore	ADV
ajst-7349	4	2	,	,	PUNCT
ajst-7349	4	3	in	in	ADP
ajst-7349	4	4	view	view	NOUN
ajst-7349	4	5	of	of	ADP
ajst-7349	4	6	such	such	ADJ
ajst-7349	4	7	problems	problem	NOUN
ajst-7349	4	8	and	and	CCONJ
ajst-7349	4	9	the	the	DET
ajst-7349	4	10	large	large	ADJ
ajst-7349	4	11	number	number	NOUN
ajst-7349	4	12	and	and	CCONJ
ajst-7349	4	13	complexity	complexity	NOUN
ajst-7349	4	14	of	of	ADP
ajst-7349	4	15	chemical	chemical	ADJ
ajst-7349	4	16	components	component	NOUN
ajst-7349	4	17	,	,	PUNCT
ajst-7349	4	18	we	we	PRON
ajst-7349	4	19	propose	propose	VERB
ajst-7349	4	20	to	to	PART
ajst-7349	4	21	subclassify	subclassify	VERB
ajst-7349	4	22	the	the	DET
ajst-7349	4	23	different	different	ADJ
ajst-7349	4	24	types	type	NOUN
ajst-7349	4	25	of	of	ADP
ajst-7349	4	26	glass	glass	NOUN
ajst-7349	4	27	artifacts	artifact	NOUN
ajst-7349	4	28	through	through	ADP
ajst-7349	4	29	systematic	systematic	ADJ
ajst-7349	4	30	clustering	clustering	NOUN
ajst-7349	4	31	and	and	CCONJ
ajst-7349	4	32	principal	principal	ADJ
ajst-7349	4	33	component	component	NOUN
ajst-7349	4	34	analysis	analysis	NOUN
ajst-7349	4	35	algorithm	algorithm	NOUN
ajst-7349	4	36	model	model	NOUN
ajst-7349	4	37	,	,	PUNCT
ajst-7349	4	38	and	and	CCONJ
ajst-7349	4	39	the	the	DET
ajst-7349	4	40	basis	basis	NOUN
ajst-7349	4	41	of	of	ADP
ajst-7349	4	42	classification	classification	NOUN
ajst-7349	4	43	is	be	AUX
ajst-7349	4	44	the	the	DET
ajst-7349	4	45	chemical	chemical	NOUN
ajst-7349	4	46	composition	composition	NOUN
ajst-7349	4	47	,	,	PUNCT
ajst-7349	4	48	classification	classification	NOUN
ajst-7349	4	49	of	of	ADP
ajst-7349	4	50	the	the	DET
ajst-7349	4	51	content	content	NOUN
ajst-7349	4	52	of	of	ADP
ajst-7349	4	53	the	the	DET
ajst-7349	4	54	different	different	ADJ
ajst-7349	4	55	artifact	artifact	NOUN
ajst-7349	4	56	sampling	sampling	NOUN
ajst-7349	4	57	points	point	NOUN
ajst-7349	4	58	,	,	PUNCT
ajst-7349	4	59	that	that	ADV
ajst-7349	4	60	is	is	ADV
ajst-7349	4	61	,	,	PUNCT
ajst-7349	4	62	the	the	DET
ajst-7349	4	63	artifact	artifact	ADJ
ajst-7349	4	64	number	number	NOUN
ajst-7349	4	65	,	,	PUNCT
ajst-7349	4	66	and	and	CCONJ
ajst-7349	4	67	finally	finally	ADV
ajst-7349	4	68	through	through	ADP
ajst-7349	4	69	sensitivity	sensitivity	NOUN
ajst-7349	4	70	analysis	analysis	NOUN
ajst-7349	4	71	to	to	PART
ajst-7349	4	72	evaluate	evaluate	VERB
ajst-7349	4	73	and	and	CCONJ
ajst-7349	4	74	test	test	VERB
ajst-7349	4	75	the	the	DET
ajst-7349	4	76	classification	classification	NOUN
ajst-7349	4	77	results	result	NOUN
ajst-7349	4	78	.	.	PUNCT
ajst-7349	5	1	the	the	DET
ajst-7349	5	2	classification	classification	NOUN
ajst-7349	5	3	results	result	NOUN
ajst-7349	5	4	can	can	AUX
ajst-7349	5	5	greatly	greatly	ADV
ajst-7349	5	6	reduce	reduce	VERB
ajst-7349	5	7	the	the	DET
ajst-7349	5	8	workload	workload	NOUN
ajst-7349	5	9	of	of	ADP
ajst-7349	5	10	analyzing	analyze	VERB
ajst-7349	5	11	and	and	CCONJ
ajst-7349	5	12	identifying	identify	VERB
ajst-7349	5	13	the	the	DET
ajst-7349	5	14	types	type	NOUN
ajst-7349	5	15	of	of	ADP
ajst-7349	5	16	artifacts	artifact	NOUN
ajst-7349	5	17	,	,	PUNCT
ajst-7349	5	18	and	and	CCONJ
ajst-7349	5	19	provide	provide	VERB
ajst-7349	5	20	a	a	DET
ajst-7349	5	21	reference	reference	NOUN
ajst-7349	5	22	basis	basis	NOUN
ajst-7349	5	23	and	and	CCONJ
ajst-7349	5	24	methodological	methodological	ADJ
ajst-7349	5	25	guidance	guidance	NOUN
ajst-7349	5	26	for	for	ADP
ajst-7349	5	27	the	the	DET
ajst-7349	5	28	problem	problem	NOUN
ajst-7349	5	29	of	of	ADP
ajst-7349	5	30	identifying	identify	VERB
ajst-7349	5	31	and	and	CCONJ
ajst-7349	5	32	classifying	classify	VERB
ajst-7349	5	33	artifacts	artifact	NOUN
ajst-7349	5	34	.	.	PUNCT
ajst-7349	6	1	keywords	keyword	NOUN
ajst-7349	6	2	:	:	PUNCT
ajst-7349	6	3	glass	glass	NOUN
ajst-7349	6	4	artifacts	artifact	NOUN
ajst-7349	6	5	,	,	PUNCT
ajst-7349	6	6	systematic	systematic	ADJ
ajst-7349	6	7	clustering	clustering	NOUN
ajst-7349	6	8	;	;	PUNCT
ajst-7349	6	9	principal	principal	ADJ
ajst-7349	6	10	component	component	NOUN
ajst-7349	6	11	analysis	analysis	NOUN
ajst-7349	6	12	;	;	PUNCT
ajst-7349	6	13	sensitivity	sensitivity	NOUN
ajst-7349	6	14	analysis	analysis	NOUN
ajst-7349	6	15	.	.	PUNCT
ajst-7349	7	1	1	1	X
ajst-7349	7	2	.	.	X
ajst-7349	7	3	introduction	introduction	NOUN
ajst-7349	7	4	principal	principal	ADJ
ajst-7349	7	5	component	component	NOUN
ajst-7349	7	6	analysis	analysis	NOUN
ajst-7349	7	7	is	be	AUX
ajst-7349	7	8	a	a	DET
ajst-7349	7	9	technique	technique	NOUN
ajst-7349	7	10	used	use	VERB
ajst-7349	7	11	to	to	PART
ajst-7349	7	12	explore	explore	VERB
ajst-7349	7	13	the	the	DET
ajst-7349	7	14	structure	structure	NOUN
ajst-7349	7	15	of	of	ADP
ajst-7349	7	16	high	high	ADJ
ajst-7349	7	17	-	-	PUNCT
ajst-7349	7	18	dimensional	dimensional	ADJ
ajst-7349	7	19	data	datum	NOUN
ajst-7349	7	20	,	,	PUNCT
ajst-7349	7	21	while	while	SCONJ
ajst-7349	7	22	systematic	systematic	ADJ
ajst-7349	7	23	cluster	cluster	NOUN
ajst-7349	7	24	analysis	analysis	NOUN
ajst-7349	7	25	is	be	AUX
ajst-7349	7	26	a	a	DET
ajst-7349	7	27	technique	technique	NOUN
ajst-7349	7	28	to	to	PART
ajst-7349	7	29	find	find	VERB
ajst-7349	7	30	the	the	DET
ajst-7349	7	31	intrinsic	intrinsic	ADJ
ajst-7349	7	32	structure	structure	NOUN
ajst-7349	7	33	between	between	ADP
ajst-7349	7	34	data	datum	NOUN
ajst-7349	7	35	,	,	PUNCT
ajst-7349	7	36	and	and	CCONJ
ajst-7349	7	37	both	both	PRON
ajst-7349	7	38	are	be	AUX
ajst-7349	7	39	mostly	mostly	ADV
ajst-7349	7	40	applied	apply	VERB
ajst-7349	7	41	to	to	ADP
ajst-7349	7	42	data	datum	NOUN
ajst-7349	7	43	analysis	analysis	NOUN
ajst-7349	7	44	type	type	NOUN
ajst-7349	7	45	of	of	ADP
ajst-7349	7	46	topics	topic	NOUN
ajst-7349	7	47	,	,	PUNCT
ajst-7349	7	48	which	which	PRON
ajst-7349	7	49	also	also	ADV
ajst-7349	7	50	leads	lead	VERB
ajst-7349	7	51	to	to	ADP
ajst-7349	7	52	many	many	ADJ
ajst-7349	7	53	domestic	domestic	ADJ
ajst-7349	7	54	and	and	CCONJ
ajst-7349	7	55	international	international	ADJ
ajst-7349	7	56	scholars	scholar	NOUN
ajst-7349	7	57	today	today	NOUN
ajst-7349	7	58	to	to	PART
ajst-7349	7	59	conduct	conduct	VERB
ajst-7349	7	60	research	research	NOUN
ajst-7349	7	61	based	base	VERB
ajst-7349	7	62	on	on	ADP
ajst-7349	7	63	this	this	DET
ajst-7349	7	64	model	model	NOUN
ajst-7349	7	65	algorithm	algorithm	NOUN
ajst-7349	7	66	as	as	ADV
ajst-7349	7	67	well	well	ADV
ajst-7349	7	68	.	.	PUNCT
ajst-7349	8	1	based	base	VERB
ajst-7349	8	2	on	on	ADP
ajst-7349	8	3	this	this	PRON
ajst-7349	8	4	,	,	PUNCT
ajst-7349	8	5	qin	qin	PROPN
ajst-7349	8	6	liyue	liyue	PROPN
ajst-7349	8	7	et	et	PROPN
ajst-7349	8	8	al	al	PROPN
ajst-7349	8	9	.	.	PROPN
ajst-7349	8	10	conducted	conduct	VERB
ajst-7349	8	11	an	an	DET
ajst-7349	8	12	in	in	ADP
ajst-7349	8	13	-	-	PUNCT
ajst-7349	8	14	depth	depth	NOUN
ajst-7349	8	15	analysis	analysis	NOUN
ajst-7349	8	16	and	and	CCONJ
ajst-7349	8	17	study	study	NOUN
ajst-7349	8	18	on	on	ADP
ajst-7349	8	19	the	the	DET
ajst-7349	8	20	comprehensive	comprehensive	ADJ
ajst-7349	8	21	quality	quality	NOUN
ajst-7349	8	22	of	of	ADP
ajst-7349	8	23	roasted	roasted	ADJ
ajst-7349	8	24	macadamia	macadamia	NOUN
ajst-7349	8	25	nuts	nut	NOUN
ajst-7349	8	26	kernels	kernel	NOUN
ajst-7349	8	27	,	,	PUNCT
ajst-7349	8	28	which	which	PRON
ajst-7349	8	29	improves	improve	VERB
ajst-7349	8	30	the	the	DET
ajst-7349	8	31	theoretical	theoretical	ADJ
ajst-7349	8	32	basis	basis	NOUN
ajst-7349	8	33	and	and	CCONJ
ajst-7349	8	34	scientific	scientific	ADJ
ajst-7349	8	35	basis	basis	NOUN
ajst-7349	8	36	for	for	ADP
ajst-7349	8	37	the	the	DET
ajst-7349	8	38	processing	processing	NOUN
ajst-7349	8	39	and	and	CCONJ
ajst-7349	8	40	development	development	NOUN
ajst-7349	8	41	of	of	ADP
ajst-7349	8	42	such	such	ADJ
ajst-7349	8	43	foods	food	NOUN
ajst-7349	8	44	.	.	PUNCT
ajst-7349	9	1	chao	chao	PROPN
ajst-7349	9	2	zhonghao	zhonghao	PROPN
ajst-7349	9	3	et	et	PROPN
ajst-7349	9	4	al	al	PROPN
ajst-7349	9	5	.	.	PROPN
ajst-7349	9	6	gave	give	VERB
ajst-7349	9	7	their	their	PRON
ajst-7349	9	8	model	model	NOUN
ajst-7349	9	9	for	for	ADP
ajst-7349	9	10	the	the	DET
ajst-7349	9	11	evaluation	evaluation	NOUN
ajst-7349	9	12	of	of	ADP
ajst-7349	9	13	volatile	volatile	ADJ
ajst-7349	9	14	flavor	flavor	NOUN
ajst-7349	9	15	substances	substance	NOUN
ajst-7349	9	16	of	of	ADP
ajst-7349	9	17	butter	butter	NOUN
ajst-7349	9	18	hot	hot	ADJ
ajst-7349	9	19	pot	pot	NOUN
ajst-7349	9	20	base	base	NOUN
ajst-7349	9	21	,	,	PUNCT
ajst-7349	9	22	which	which	PRON
ajst-7349	9	23	enabled	enable	VERB
ajst-7349	9	24	them	they	PRON
ajst-7349	9	25	to	to	PART
ajst-7349	9	26	effectively	effectively	ADV
ajst-7349	9	27	evaluate	evaluate	VERB
ajst-7349	9	28	the	the	DET
ajst-7349	9	29	flavor	flavor	NOUN
ajst-7349	9	30	of	of	ADP
ajst-7349	9	31	hot	hot	ADJ
ajst-7349	9	32	pot	pot	NOUN
ajst-7349	9	33	base	base	NOUN
ajst-7349	9	34	.	.	PUNCT
ajst-7349	10	1	therefore	therefore	ADV
ajst-7349	10	2	such	such	ADJ
ajst-7349	10	3	as	as	ADP
ajst-7349	10	4	nowadays	nowadays	ADV
ajst-7349	10	5	such	such	ADJ
ajst-7349	10	6	models	model	NOUN
ajst-7349	10	7	are	be	AUX
ajst-7349	10	8	widely	widely	ADV
ajst-7349	10	9	used	use	VERB
ajst-7349	10	10	and	and	CCONJ
ajst-7349	10	11	researched	research	VERB
ajst-7349	10	12	,	,	PUNCT
ajst-7349	10	13	we	we	PRON
ajst-7349	10	14	intend	intend	VERB
ajst-7349	10	15	to	to	PART
ajst-7349	10	16	apply	apply	VERB
ajst-7349	10	17	systematic	systematic	ADJ
ajst-7349	10	18	clustering	clustering	NOUN
ajst-7349	10	19	and	and	CCONJ
ajst-7349	10	20	principal	principal	ADJ
ajst-7349	10	21	component	component	NOUN
ajst-7349	10	22	analysis	analysis	NOUN
ajst-7349	10	23	algorithms	algorithm	NOUN
ajst-7349	10	24	to	to	ADP
ajst-7349	10	25	the	the	DET
ajst-7349	10	26	problem	problem	NOUN
ajst-7349	10	27	of	of	ADP
ajst-7349	10	28	identification	identification	NOUN
ajst-7349	10	29	analysis	analysis	NOUN
ajst-7349	10	30	of	of	ADP
ajst-7349	10	31	cultural	cultural	ADJ
ajst-7349	10	32	relics	relic	NOUN
ajst-7349	10	33	,	,	PUNCT
ajst-7349	10	34	so	so	SCONJ
ajst-7349	10	35	that	that	SCONJ
ajst-7349	10	36	its	its	PRON
ajst-7349	10	37	work	work	NOUN
ajst-7349	10	38	of	of	ADP
ajst-7349	10	39	cultural	cultural	ADJ
ajst-7349	10	40	relic	relic	NOUN
ajst-7349	10	41	identification	identification	NOUN
ajst-7349	10	42	can	can	AUX
ajst-7349	10	43	be	be	AUX
ajst-7349	10	44	optimized	optimize	VERB
ajst-7349	10	45	to	to	ADP
ajst-7349	10	46	a	a	DET
ajst-7349	10	47	certain	certain	ADJ
ajst-7349	10	48	extent	extent	NOUN
ajst-7349	10	49	,	,	PUNCT
ajst-7349	10	50	and	and	CCONJ
ajst-7349	10	51	refine	refine	VERB
ajst-7349	10	52	various	various	ADJ
ajst-7349	10	53	analysis	analysis	NOUN
ajst-7349	10	54	algorithms	algorithm	NOUN
ajst-7349	10	55	and	and	CCONJ
ajst-7349	10	56	identification	identification	NOUN
ajst-7349	10	57	results	result	NOUN
ajst-7349	10	58	testing	test	VERB
ajst-7349	10	59	so	so	SCONJ
ajst-7349	10	60	that	that	SCONJ
ajst-7349	10	61	it	it	PRON
ajst-7349	10	62	can	can	AUX
ajst-7349	10	63	effectively	effectively	ADV
ajst-7349	10	64	ensure	ensure	VERB
ajst-7349	10	65	the	the	DET
ajst-7349	10	66	solution	solution	NOUN
ajst-7349	10	67	of	of	ADP
ajst-7349	10	68	such	such	ADJ
ajst-7349	10	69	model	model	NOUN
ajst-7349	10	70	algorithms	algorithm	NOUN
ajst-7349	10	71	for	for	ADP
ajst-7349	10	72	this	this	DET
ajst-7349	10	73	problem	problem	NOUN
ajst-7349	10	74	.	.	PUNCT
ajst-7349	11	1	2	2	X
ajst-7349	11	2	.	.	X
ajst-7349	11	3	problem	problem	NOUN
ajst-7349	11	4	description	description	NOUN
ajst-7349	11	5	the	the	DET
ajst-7349	11	6	main	main	ADJ
ajst-7349	11	7	raw	raw	ADJ
ajst-7349	11	8	material	material	NOUN
ajst-7349	11	9	of	of	ADP
ajst-7349	11	10	glass	glass	NOUN
ajst-7349	11	11	is	be	AUX
ajst-7349	11	12	quartz	quartz	NOUN
ajst-7349	11	13	sand	sand	NOUN
ajst-7349	11	14	,	,	PUNCT
ajst-7349	11	15	the	the	DET
ajst-7349	11	16	main	main	ADJ
ajst-7349	11	17	chemical	chemical	NOUN
ajst-7349	11	18	composition	composition	NOUN
ajst-7349	11	19	of	of	ADP
ajst-7349	11	20	which	which	PRON
ajst-7349	11	21	is	be	AUX
ajst-7349	11	22	sio2	sio2	PROPN
ajst-7349	11	23	,	,	PUNCT
ajst-7349	11	24	and	and	CCONJ
ajst-7349	11	25	due	due	ADP
ajst-7349	11	26	to	to	ADP
ajst-7349	11	27	the	the	DET
ajst-7349	11	28	high	high	ADJ
ajst-7349	11	29	melting	melting	NOUN
ajst-7349	11	30	point	point	NOUN
ajst-7349	11	31	of	of	ADP
ajst-7349	11	32	pure	pure	ADJ
ajst-7349	11	33	quartz	quartz	NOUN
ajst-7349	11	34	sand	sand	NOUN
ajst-7349	11	35	,	,	PUNCT
ajst-7349	11	36	fluxes	flux	NOUN
ajst-7349	11	37	are	be	AUX
ajst-7349	11	38	added	add	VERB
ajst-7349	11	39	during	during	ADP
ajst-7349	11	40	refining	refining	NOUN
ajst-7349	11	41	in	in	ADP
ajst-7349	11	42	order	order	NOUN
ajst-7349	11	43	to	to	PART
ajst-7349	11	44	lower	lower	VERB
ajst-7349	11	45	the	the	DET
ajst-7349	11	46	melting	melting	NOUN
ajst-7349	11	47	temperature	temperature	NOUN
ajst-7349	11	48	.	.	PUNCT
ajst-7349	12	1	the	the	DET
ajst-7349	12	2	fluxes	flux	NOUN
ajst-7349	12	3	commonly	commonly	ADV
ajst-7349	12	4	used	use	VERB
ajst-7349	12	5	in	in	ADP
ajst-7349	12	6	ancient	ancient	ADJ
ajst-7349	12	7	times	time	NOUN
ajst-7349	12	8	are	be	AUX
ajst-7349	12	9	grass	grass	NOUN
ajst-7349	12	10	ash	ash	NOUN
ajst-7349	12	11	,	,	PUNCT
ajst-7349	12	12	natural	natural	ADJ
ajst-7349	12	13	alkali	alkali	ADJ
ajst-7349	12	14	,	,	PUNCT
ajst-7349	12	15	saltpeter	saltpeter	NOUN
ajst-7349	12	16	and	and	CCONJ
ajst-7349	12	17	lead	lead	VERB
ajst-7349	12	18	ore	ore	NOUN
ajst-7349	12	19	,	,	PUNCT
ajst-7349	12	20	etc	etc	X
ajst-7349	12	21	.	.	X
ajst-7349	12	22	,	,	PUNCT
ajst-7349	12	23	and	and	CCONJ
ajst-7349	12	24	add	add	VERB
ajst-7349	12	25	limestone	limestone	NOUN
ajst-7349	12	26	as	as	ADP
ajst-7349	12	27	a	a	DET
ajst-7349	12	28	stabilizer	stabilizer	NOUN
ajst-7349	12	29	,	,	PUNCT
ajst-7349	12	30	limestone	limestone	NOUN
ajst-7349	12	31	calcination	calcination	NOUN
ajst-7349	12	32	after	after	ADP
ajst-7349	12	33	conversion	conversion	NOUN
ajst-7349	12	34	to	to	ADP
ajst-7349	12	35	cao	cao	PROPN
ajst-7349	12	36	.	.	PUNCT
ajst-7349	13	1	added	add	VERB
ajst-7349	13	2	fluxes	flux	NOUN
ajst-7349	13	3	are	be	AUX
ajst-7349	13	4	different	different	ADJ
ajst-7349	13	5	,	,	PUNCT
ajst-7349	13	6	its	its	PRON
ajst-7349	13	7	main	main	ADJ
ajst-7349	13	8	chemical	chemical	NOUN
ajst-7349	13	9	composition	composition	NOUN
ajst-7349	13	10	is	be	AUX
ajst-7349	13	11	also	also	ADV
ajst-7349	13	12	different	different	ADJ
ajst-7349	13	13	.	.	PUNCT
ajst-7349	14	1	for	for	ADP
ajst-7349	14	2	example	example	NOUN
ajst-7349	14	3	,	,	PUNCT
ajst-7349	14	4	lead	lead	NOUN
ajst-7349	14	5	-	-	PUNCT
ajst-7349	14	6	barium	barium	NOUN
ajst-7349	14	7	glass	glass	NOUN
ajst-7349	14	8	,	,	PUNCT
ajst-7349	14	9	which	which	PRON
ajst-7349	14	10	has	have	VERB
ajst-7349	14	11	a	a	DET
ajst-7349	14	12	high	high	ADJ
ajst-7349	14	13	content	content	NOUN
ajst-7349	14	14	of	of	ADP
ajst-7349	14	15	pbo	pbo	NOUN
ajst-7349	14	16	and	and	CCONJ
ajst-7349	14	17	bao	bao	PROPN
ajst-7349	14	18	when	when	SCONJ
ajst-7349	14	19	lead	lead	VERB
ajst-7349	14	20	ore	ore	NOUN
ajst-7349	14	21	is	be	AUX
ajst-7349	14	22	added	add	VERB
ajst-7349	14	23	as	as	ADP
ajst-7349	14	24	a	a	DET
ajst-7349	14	25	flux	flux	NOUN
ajst-7349	14	26	in	in	ADP
ajst-7349	14	27	the	the	DET
ajst-7349	14	28	firing	firing	NOUN
ajst-7349	14	29	process	process	NOUN
ajst-7349	14	30	,	,	PUNCT
ajst-7349	14	31	is	be	AUX
ajst-7349	14	32	usually	usually	ADV
ajst-7349	14	33	regarded	regard	VERB
ajst-7349	14	34	as	as	ADP
ajst-7349	14	35	a	a	DET
ajst-7349	14	36	glass	glass	NOUN
ajst-7349	14	37	variety	variety	NOUN
ajst-7349	14	38	invented	invent	VERB
ajst-7349	14	39	by	by	ADP
ajst-7349	14	40	china	china	PROPN
ajst-7349	14	41	itself	itself	PRON
ajst-7349	14	42	,	,	PUNCT
ajst-7349	14	43	and	and	CCONJ
ajst-7349	14	44	the	the	DET
ajst-7349	14	45	glass	glass	NOUN
ajst-7349	14	46	of	of	ADP
ajst-7349	14	47	chu	chu	PROPN
ajst-7349	14	48	culture	culture	NOUN
ajst-7349	14	49	is	be	AUX
ajst-7349	14	50	dominated	dominate	VERB
ajst-7349	14	51	by	by	ADP
ajst-7349	14	52	lead	lead	NOUN
ajst-7349	14	53	-	-	PUNCT
ajst-7349	14	54	barium	barium	NOUN
ajst-7349	14	55	glass	glass	NOUN
ajst-7349	14	56	.	.	PUNCT
ajst-7349	15	1	in	in	ADP
ajst-7349	15	2	this	this	DET
ajst-7349	15	3	context	context	NOUN
ajst-7349	15	4	,	,	PUNCT
ajst-7349	15	5	we	we	PRON
ajst-7349	15	6	intend	intend	VERB
ajst-7349	15	7	to	to	PART
ajst-7349	15	8	analyze	analyze	VERB
ajst-7349	15	9	the	the	DET
ajst-7349	15	10	relevant	relevant	ADJ
ajst-7349	15	11	data	datum	NOUN
ajst-7349	15	12	of	of	ADP
ajst-7349	15	13	an	an	DET
ajst-7349	15	14	existing	exist	VERB
ajst-7349	15	15	batch	batch	NOUN
ajst-7349	15	16	of	of	ADP
ajst-7349	15	17	ancient	ancient	ADJ
ajst-7349	15	18	glass	glass	NOUN
ajst-7349	15	19	artifacts	artifact	NOUN
ajst-7349	15	20	,	,	PUNCT
ajst-7349	15	21	in	in	ADP
ajst-7349	15	22	which	which	PRON
ajst-7349	15	23	the	the	DET
ajst-7349	15	24	chemical	chemical	NOUN
ajst-7349	15	25	composition	composition	NOUN
ajst-7349	15	26	content	content	NOUN
ajst-7349	15	27	varies	vary	VERB
ajst-7349	15	28	among	among	ADP
ajst-7349	15	29	different	different	ADJ
ajst-7349	15	30	artifacts	artifact	NOUN
ajst-7349	15	31	and	and	CCONJ
ajst-7349	15	32	also	also	ADV
ajst-7349	15	33	the	the	DET
ajst-7349	15	34	sampling	sample	VERB
ajst-7349	15	35	points	point	NOUN
ajst-7349	15	36	are	be	AUX
ajst-7349	15	37	different	different	ADJ
ajst-7349	15	38	,	,	PUNCT
ajst-7349	15	39	and	and	CCONJ
ajst-7349	15	40	on	on	ADP
ajst-7349	15	41	this	this	DET
ajst-7349	15	42	basis	basis	NOUN
ajst-7349	15	43	for	for	ADP
ajst-7349	15	44	each	each	DET
ajst-7349	15	45	category	category	NOUN
ajst-7349	15	46	choose	choose	VERB
ajst-7349	15	47	the	the	DET
ajst-7349	15	48	appropriate	appropriate	ADJ
ajst-7349	15	49	chemical	chemical	NOUN
ajst-7349	15	50	composition	composition	NOUN
ajst-7349	15	51	to	to	PART
ajst-7349	15	52	classify	classify	VERB
ajst-7349	15	53	them	they	PRON
ajst-7349	15	54	into	into	ADP
ajst-7349	15	55	subcategories	subcategorie	NOUN
ajst-7349	15	56	,	,	PUNCT
ajst-7349	15	57	give	give	VERB
ajst-7349	15	58	the	the	DET
ajst-7349	15	59	specific	specific	ADJ
ajst-7349	15	60	classification	classification	NOUN
ajst-7349	15	61	method	method	NOUN
ajst-7349	15	62	and	and	CCONJ
ajst-7349	15	63	analyze	analyze	VERB
ajst-7349	15	64	the	the	DET
ajst-7349	15	65	rationality	rationality	NOUN
ajst-7349	15	66	and	and	CCONJ
ajst-7349	15	67	sensitivity	sensitivity	NOUN
ajst-7349	15	68	of	of	ADP
ajst-7349	15	69	the	the	DET
ajst-7349	15	70	classification	classification	NOUN
ajst-7349	15	71	results	result	NOUN
ajst-7349	15	72	.	.	PUNCT
ajst-7349	16	1	3	3	X
ajst-7349	16	2	.	.	X
ajst-7349	16	3	model	model	NOUN
ajst-7349	16	4	building	building	NOUN
ajst-7349	16	5	and	and	CCONJ
ajst-7349	16	6	solving	solve	VERB
ajst-7349	16	7	3.1	3.1	NUM
ajst-7349	16	8	.	.	PUNCT
ajst-7349	17	1	problem	problem	NOUN
ajst-7349	17	2	1	1	NUM
ajst-7349	17	3	model	model	NOUN
ajst-7349	17	4	building	building	NOUN
ajst-7349	17	5	and	and	CCONJ
ajst-7349	17	6	solving	solve	VERB
ajst-7349	17	7	3.1.1	3.1.1	NUM
ajst-7349	17	8	.	.	PUNCT
ajst-7349	18	1	establishment	establishment	NOUN
ajst-7349	18	2	of	of	ADP
ajst-7349	18	3	the	the	DET
ajst-7349	18	4	principal	principal	ADJ
ajst-7349	18	5	component	component	NOUN
ajst-7349	18	6	clustering	clustering	NOUN
ajst-7349	18	7	model	model	NOUN
ajst-7349	18	8	[	[	X
ajst-7349	18	9	1	1	NUM
ajst-7349	18	10	-	-	SYM
ajst-7349	18	11	3	3	NUM
ajst-7349	18	12	]	]	PUNCT
ajst-7349	18	13	(	(	PUNCT
ajst-7349	18	14	1	1	X
ajst-7349	18	15	)	)	PUNCT
ajst-7349	18	16	principal	principal	ADJ
ajst-7349	18	17	component	component	NOUN
ajst-7349	18	18	analysis	analysis	NOUN
ajst-7349	18	19	is	be	AUX
ajst-7349	18	20	a	a	DET
ajst-7349	18	21	dimensionality	dimensionality	NOUN
ajst-7349	18	22	reduction	reduction	NOUN
ajst-7349	18	23	algorithm	algorithm	NOUN
ajst-7349	18	24	that	that	PRON
ajst-7349	18	25	transforms	transform	VERB
ajst-7349	18	26	multiple	multiple	ADJ
ajst-7349	18	27	indicators	indicator	NOUN
ajst-7349	18	28	into	into	ADP
ajst-7349	18	29	a	a	DET
ajst-7349	18	30	few	few	ADJ
ajst-7349	18	31	principal	principal	ADJ
ajst-7349	18	32	components	component	NOUN
ajst-7349	18	33	,	,	PUNCT
ajst-7349	18	34	i.e.	i.e.	X
ajst-7349	18	35	,	,	PUNCT
ajst-7349	18	36	replacing	replace	VERB
ajst-7349	18	37	old	old	ADJ
ajst-7349	18	38	data	datum	NOUN
ajst-7349	18	39	with	with	ADP
ajst-7349	18	40	fewer	few	ADJ
ajst-7349	18	41	new	new	ADJ
ajst-7349	18	42	data	datum	NOUN
ajst-7349	18	43	,	,	PUNCT
ajst-7349	18	44	and	and	CCONJ
ajst-7349	18	45	this	this	PRON
ajst-7349	18	46	these	these	DET
ajst-7349	18	47	principal	principal	ADJ
ajst-7349	18	48	components	component	NOUN
ajst-7349	18	49	all	all	PRON
ajst-7349	18	50	satisfy	satisfy	VERB
ajst-7349	18	51	the	the	DET
ajst-7349	18	52	linear	linear	ADJ
ajst-7349	18	53	relationship	relationship	NOUN
ajst-7349	18	54	of	of	ADP
ajst-7349	18	55	the	the	DET
ajst-7349	18	56	initial	initial	ADJ
ajst-7349	18	57	variables	variable	NOUN
ajst-7349	18	58	and	and	CCONJ
ajst-7349	18	59	do	do	AUX
ajst-7349	18	60	not	not	PART
ajst-7349	18	61	correlate	correlate	VERB
ajst-7349	18	62	with	with	ADP
ajst-7349	18	63	each	each	DET
ajst-7349	18	64	other	other	ADJ
ajst-7349	18	65	,	,	PUNCT
ajst-7349	18	66	but	but	CCONJ
ajst-7349	18	67	reflect	reflect	VERB
ajst-7349	18	68	the	the	DET
ajst-7349	18	69	characteristic	characteristic	ADJ
ajst-7349	18	70	results	result	NOUN
ajst-7349	18	71	described	describe	VERB
ajst-7349	18	72	by	by	ADP
ajst-7349	18	73	the	the	DET
ajst-7349	18	74	full	full	ADJ
ajst-7349	18	75	set	set	NOUN
ajst-7349	18	76	of	of	ADP
ajst-7349	18	77	variables	variable	NOUN
ajst-7349	18	78	to	to	ADP
ajst-7349	18	79	the	the	DET
ajst-7349	18	80	greatest	great	ADJ
ajst-7349	18	81	extent	extent	NOUN
ajst-7349	18	82	.	.	PUNCT
ajst-7349	19	1	this	this	DET
ajst-7349	19	2	problem	problem	NOUN
ajst-7349	19	3	can	can	AUX
ajst-7349	19	4	be	be	AUX
ajst-7349	19	5	started	start	VERB
ajst-7349	19	6	with	with	ADP
ajst-7349	19	7	a	a	DET
ajst-7349	19	8	principal	principal	ADJ
ajst-7349	19	9	component	component	NOUN
ajst-7349	19	10	analysis	analysis	NOUN
ajst-7349	19	11	,	,	PUNCT
ajst-7349	19	12	which	which	PRON
ajst-7349	19	13	is	be	AUX
ajst-7349	19	14	performed	perform	VERB
ajst-7349	19	15	as	as	SCONJ
ajst-7349	19	16	follows	follow	VERB
ajst-7349	19	17	:	:	PUNCT
ajst-7349	19	18	step1	step1	PROPN
ajst-7349	19	19	.	.	PUNCT
ajst-7349	20	1	first	first	ADV
ajst-7349	20	2	of	of	ADP
ajst-7349	20	3	all	all	PRON
ajst-7349	20	4	,	,	PUNCT
ajst-7349	20	5	it	it	PRON
ajst-7349	20	6	needs	need	VERB
ajst-7349	20	7	to	to	PART
ajst-7349	20	8	be	be	AUX
ajst-7349	20	9	standardized	standardize	VERB
ajst-7349	20	10	.	.	PUNCT
ajst-7349	21	1	annex	annex	VERB
ajst-7349	21	2	2	2	NUM
ajst-7349	21	3	of	of	ADP
ajst-7349	21	4	this	this	DET
ajst-7349	21	5	question	question	NOUN
ajst-7349	21	6	involves	involve	VERB
ajst-7349	21	7	69	69	NUM
ajst-7349	21	8	heritage	heritage	NOUN
ajst-7349	21	9	sampling	sampling	NOUN
ajst-7349	21	10	points	point	NOUN
ajst-7349	21	11	,	,	PUNCT
ajst-7349	21	12	that	that	ADV
ajst-7349	21	13	is	is	ADV
ajst-7349	21	14	,	,	PUNCT
ajst-7349	21	15	there	there	PRON
ajst-7349	21	16	are	be	VERB
ajst-7349	21	17	69	69	NUM
ajst-7349	21	18	sample	sample	NOUN
ajst-7349	21	19	points	point	NOUN
ajst-7349	21	20	,	,	PUNCT
ajst-7349	21	21	which	which	PRON
ajst-7349	21	22	involves	involve	VERB
ajst-7349	21	23	14	14	NUM
ajst-7349	21	24	indicators	indicator	NOUN
ajst-7349	21	25	,	,	PUNCT
ajst-7349	21	26	so	so	SCONJ
ajst-7349	21	27	that	that	SCONJ
ajst-7349	21	28	the	the	DET
ajst-7349	21	29	value	value	NOUN
ajst-7349	21	30	of	of	ADP
ajst-7349	21	31	the	the	DET
ajst-7349	21	32	indicator	indicator	NOUN
ajst-7349	21	33	of	of	ADP
ajst-7349	21	34	the	the	DET
ajst-7349	21	35	sample	sample	NOUN
ajst-7349	21	36	is	be	AUX
ajst-7349	21	37	,	,	PUNCT
ajst-7349	21	38	followed	follow	VERB
ajst-7349	21	39	by	by	ADP
ajst-7349	21	40	the	the	DET
ajst-7349	21	41	following	follow	VERB
ajst-7349	21	42	standardization	standardization	NOUN
ajst-7349	21	43	of	of	ADP
ajst-7349	21	44	each	each	DET
ajst-7349	21	45	indicator	indicator	NOUN
ajst-7349	21	46	is	be	AUX
ajst-7349	21	47	:	:	PUNCT
ajst-7349	21	48	(	(	PUNCT
ajst-7349	21	49	1	1	X
ajst-7349	21	50	)	)	PUNCT
ajst-7349	21	51	10	10	NUM
ajst-7349	21	52	where	where	SCONJ
ajst-7349	21	53	is	be	AUX
ajst-7349	21	54	the	the	DET
ajst-7349	21	55	mean	mean	NOUN
ajst-7349	21	56	of	of	ADP
ajst-7349	21	57	the	the	DET
ajst-7349	21	58	indicator	indicator	NOUN
ajst-7349	21	59	and	and	CCONJ
ajst-7349	21	60	is	be	AUX
ajst-7349	21	61	the	the	DET
ajst-7349	21	62	standard	standard	ADJ
ajst-7349	21	63	deviation	deviation	NOUN
ajst-7349	21	64	of	of	ADP
ajst-7349	21	65	the	the	DET
ajst-7349	21	66	indicator	indicator	NOUN
ajst-7349	21	67	.	.	PUNCT
ajst-7349	22	1	the	the	DET
ajst-7349	22	2	purpose	purpose	NOUN
ajst-7349	22	3	of	of	ADP
ajst-7349	22	4	standardization	standardization	NOUN
ajst-7349	22	5	here	here	ADV
ajst-7349	22	6	is	be	AUX
ajst-7349	22	7	mainly	mainly	ADV
ajst-7349	22	8	to	to	PART
ajst-7349	22	9	resolve	resolve	VERB
ajst-7349	22	10	errors	error	NOUN
ajst-7349	22	11	and	and	CCONJ
ajst-7349	22	12	mistakes	mistake	NOUN
ajst-7349	22	13	in	in	ADP
ajst-7349	22	14	the	the	DET
ajst-7349	22	15	data	data	NOUN
ajst-7349	22	16	results	result	NOUN
ajst-7349	22	17	due	due	ADP
ajst-7349	22	18	to	to	ADP
ajst-7349	22	19	different	different	ADJ
ajst-7349	22	20	magnitudes	magnitude	NOUN
ajst-7349	22	21	.	.	PUNCT
ajst-7349	23	1	step2	step2	PROPN
ajst-7349	23	2	.	.	PROPN
ajst-7349	23	3	calculate	calculate	VERB
ajst-7349	23	4	the	the	DET
ajst-7349	23	5	correlation	correlation	NOUN
ajst-7349	23	6	coefficient	coefficient	NOUN
ajst-7349	23	7	matrix	matrix	NOUN
ajst-7349	23	8	of	of	ADP
ajst-7349	23	9	the	the	DET
ajst-7349	23	10	sample	sample	NOUN
ajst-7349	23	11	matrix	matrix	NOUN
ajst-7349	23	12	x.	x.	NOUN
ajst-7349	23	13	by	by	ADP
ajst-7349	23	14	the	the	DET
ajst-7349	23	15	following	follow	VERB
ajst-7349	23	16	equation	equation	NOUN
ajst-7349	23	17	:	:	PUNCT
ajst-7349	23	18	(	(	PUNCT
ajst-7349	23	19	2	2	X
ajst-7349	23	20	)	)	PUNCT
ajst-7349	23	21	the	the	DET
ajst-7349	23	22	correlation	correlation	NOUN
ajst-7349	23	23	coefficient	coefficient	NOUN
ajst-7349	23	24	matrix	matrix	NOUN
ajst-7349	23	25	can	can	AUX
ajst-7349	23	26	be	be	AUX
ajst-7349	23	27	obtained	obtain	VERB
ajst-7349	23	28	from	from	ADP
ajst-7349	23	29	,	,	PUNCT
ajst-7349	23	30	where	where	SCONJ
ajst-7349	23	31	is	be	AUX
ajst-7349	23	32	the	the	DET
ajst-7349	23	33	correlation	correlation	NOUN
ajst-7349	23	34	coefficient	coefficient	NOUN
ajst-7349	23	35	between	between	ADP
ajst-7349	23	36	the	the	DET
ajst-7349	23	37	indicator	indicator	NOUN
ajst-7349	23	38	of	of	ADP
ajst-7349	23	39	and	and	CCONJ
ajst-7349	23	40	the	the	DET
ajst-7349	23	41	indicator	indicator	NOUN
ajst-7349	23	42	of	of	ADP
ajst-7349	23	43	,	,	PUNCT
ajst-7349	23	44	and	and	CCONJ
ajst-7349	23	45	according	accord	VERB
ajst-7349	23	46	to	to	ADP
ajst-7349	23	47	the	the	DET
ajst-7349	23	48	correlation	correlation	NOUN
ajst-7349	23	49	coefficient	coefficient	NOUN
ajst-7349	23	50	matrix	matrix	NOUN
ajst-7349	23	51	,	,	PUNCT
ajst-7349	23	52	,	,	PUNCT
ajst-7349	23	53	,	,	PUNCT
ajst-7349	23	54	and	and	CCONJ
ajst-7349	23	55	where	where	SCONJ
ajst-7349	23	56	:	:	PUNCT
ajst-7349	23	57	(	(	PUNCT
ajst-7349	23	58	3	3	X
ajst-7349	23	59	)	)	PUNCT
ajst-7349	23	60	step3	step3	PROPN
ajst-7349	23	61	.	.	PUNCT
ajst-7349	24	1	calculate	calculate	VERB
ajst-7349	24	2	the	the	DET
ajst-7349	24	3	eigenvalues	eigenvalue	NOUN
ajst-7349	24	4	and	and	CCONJ
ajst-7349	24	5	eigenvectors	eigenvector	NOUN
ajst-7349	24	6	by	by	ADP
ajst-7349	24	7	matlab	matlab	PROPN
ajst-7349	24	8	.	.	PUNCT
ajst-7349	25	1	first	first	ADV
ajst-7349	25	2	calculate	calculate	VERB
ajst-7349	25	3	the	the	DET
ajst-7349	25	4	eigenvalues	eigenvalue	NOUN
ajst-7349	25	5	of	of	ADP
ajst-7349	25	6	the	the	DET
ajst-7349	25	7	correlation	correlation	NOUN
ajst-7349	25	8	coefficient	coefficient	NOUN
ajst-7349	25	9	matrix	matrix	NOUN
ajst-7349	25	10	:	:	PUNCT
ajst-7349	25	11	,	,	PUNCT
ajst-7349	25	12	where	where	SCONJ
ajst-7349	25	13	the	the	DET
ajst-7349	25	14	eigenvectors	eigenvector	NOUN
ajst-7349	25	15	are	be	AUX
ajst-7349	25	16	,	,	PUNCT
ajst-7349	25	17	where	where	SCONJ
ajst-7349	25	18	.	.	PUNCT
ajst-7349	26	1	step4.calculate	step4.calculate	VERB
ajst-7349	26	2	the	the	DET
ajst-7349	26	3	principal	principal	ADJ
ajst-7349	26	4	component	component	NOUN
ajst-7349	26	5	contribution	contribution	NOUN
ajst-7349	26	6	rate	rate	NOUN
ajst-7349	26	7	and	and	CCONJ
ajst-7349	26	8	cumulative	cumulative	ADJ
ajst-7349	26	9	contribution	contribution	NOUN
ajst-7349	26	10	rate	rate	NOUN
ajst-7349	26	11	.	.	PUNCT
ajst-7349	27	1	contribution	contribution	NOUN
ajst-7349	27	2	rate	rate	NOUN
ajst-7349	27	3	:	:	PUNCT
ajst-7349	27	4	(	(	PUNCT
ajst-7349	27	5	4	4	X
ajst-7349	27	6	)	)	PUNCT
ajst-7349	27	7	cumulative	cumulative	ADJ
ajst-7349	27	8	contribution	contribution	NOUN
ajst-7349	27	9	rate	rate	NOUN
ajst-7349	27	10	:	:	PUNCT
ajst-7349	27	11	(	(	PUNCT
ajst-7349	27	12	5	5	X
ajst-7349	27	13	)	)	PUNCT
ajst-7349	27	14	step5.the	step5.the	DET
ajst-7349	27	15	principal	principal	ADJ
ajst-7349	27	16	component	component	NOUN
ajst-7349	27	17	analysis	analysis	NOUN
ajst-7349	27	18	was	be	AUX
ajst-7349	27	19	performed	perform	VERB
ajst-7349	27	20	by	by	ADP
ajst-7349	27	21	matlab	matlab	PROPN
ajst-7349	27	22	code	code	PROPN
ajst-7349	27	23	,	,	PUNCT
ajst-7349	27	24	and	and	CCONJ
ajst-7349	27	25	then	then	ADV
ajst-7349	27	26	the	the	DET
ajst-7349	27	27	first	first	ADJ
ajst-7349	27	28	,	,	PUNCT
ajst-7349	27	29	second	second	ADJ
ajst-7349	27	30	and	and	CCONJ
ajst-7349	27	31	third	third	ADJ
ajst-7349	27	32	....	....	PUNCT
ajst-7349	28	1	corresponding	correspond	VERB
ajst-7349	28	2	to	to	ADP
ajst-7349	28	3	the	the	DET
ajst-7349	28	4	eigenvalues	eigenvalue	NOUN
ajst-7349	28	5	whose	whose	DET
ajst-7349	28	6	cumulative	cumulative	ADJ
ajst-7349	28	7	contribution	contribution	NOUN
ajst-7349	28	8	of	of	ADP
ajst-7349	28	9	these	these	DET
ajst-7349	28	10	two	two	NUM
ajst-7349	28	11	categories	category	NOUN
ajst-7349	28	12	exceeded	exceed	VERB
ajst-7349	28	13	85	85	NUM
ajst-7349	28	14	%	%	NOUN
ajst-7349	28	15	were	be	AUX
ajst-7349	28	16	taken	take	VERB
ajst-7349	28	17	respectively	respectively	ADV
ajst-7349	28	18	the	the	DET
ajst-7349	28	19	first	first	ADJ
ajst-7349	28	20	principal	principal	ADJ
ajst-7349	28	21	components	component	NOUN
ajst-7349	28	22	,	,	PUNCT
ajst-7349	28	23	and	and	CCONJ
ajst-7349	28	24	then	then	ADV
ajst-7349	28	25	after	after	ADP
ajst-7349	28	26	determining	determine	VERB
ajst-7349	28	27	the	the	DET
ajst-7349	28	28	principal	principal	ADJ
ajst-7349	28	29	components	component	NOUN
ajst-7349	28	30	,	,	PUNCT
ajst-7349	28	31	the	the	DET
ajst-7349	28	32	descriptive	descriptive	ADJ
ajst-7349	28	33	and	and	CCONJ
ajst-7349	28	34	statistical	statistical	ADJ
ajst-7349	28	35	analyses	analysis	NOUN
ajst-7349	28	36	of	of	ADP
ajst-7349	28	37	key	key	ADJ
ajst-7349	28	38	variables	variable	NOUN
ajst-7349	28	39	and	and	CCONJ
ajst-7349	28	40	data	datum	NOUN
ajst-7349	28	41	were	be	AUX
ajst-7349	28	42	then	then	ADV
ajst-7349	28	43	performed	perform	VERB
ajst-7349	28	44	.	.	PUNCT
ajst-7349	29	1	2	2	X
ajst-7349	29	2	)	)	PUNCT
ajst-7349	29	3	after	after	ADP
ajst-7349	29	4	performing	perform	VERB
ajst-7349	29	5	principal	principal	ADJ
ajst-7349	29	6	component	component	NOUN
ajst-7349	29	7	analysis	analysis	NOUN
ajst-7349	29	8	,	,	PUNCT
ajst-7349	29	9	the	the	DET
ajst-7349	29	10	two	two	NUM
ajst-7349	29	11	classes	class	NOUN
ajst-7349	29	12	are	be	AUX
ajst-7349	29	13	then	then	ADV
ajst-7349	29	14	subclassified	subclassifie	VERB
ajst-7349	29	15	by	by	ADP
ajst-7349	29	16	using	use	VERB
ajst-7349	29	17	the	the	DET
ajst-7349	29	18	principal	principal	ADJ
ajst-7349	29	19	component	component	NOUN
ajst-7349	29	20	features	feature	NOUN
ajst-7349	29	21	as	as	ADP
ajst-7349	29	22	the	the	DET
ajst-7349	29	23	basis	basis	NOUN
ajst-7349	29	24	for	for	ADP
ajst-7349	29	25	systematic	systematic	ADJ
ajst-7349	29	26	clustering	clustering	NOUN
ajst-7349	29	27	.	.	PUNCT
ajst-7349	30	1	systematic	systematic	ADJ
ajst-7349	30	2	clustering	clustering	NOUN
ajst-7349	30	3	firstly	firstly	ADV
ajst-7349	30	4	divides	divide	VERB
ajst-7349	30	5	the	the	DET
ajst-7349	30	6	samples	sample	NOUN
ajst-7349	30	7	belonging	belong	VERB
ajst-7349	30	8	to	to	ADP
ajst-7349	30	9	one	one	NUM
ajst-7349	30	10	class	class	NOUN
ajst-7349	30	11	,	,	PUNCT
ajst-7349	30	12	and	and	CCONJ
ajst-7349	30	13	then	then	ADV
ajst-7349	30	14	always	always	ADV
ajst-7349	30	15	calculates	calculate	VERB
ajst-7349	30	16	the	the	DET
ajst-7349	30	17	distance	distance	NOUN
ajst-7349	30	18	between	between	ADP
ajst-7349	30	19	subclasses	subclass	NOUN
ajst-7349	30	20	,	,	PUNCT
ajst-7349	30	21	and	and	CCONJ
ajst-7349	30	22	soon	soon	ADV
ajst-7349	30	23	then	then	ADV
ajst-7349	30	24	step	step	VERB
ajst-7349	30	25	by	by	ADP
ajst-7349	30	26	step	step	NOUN
ajst-7349	30	27	in	in	ADP
ajst-7349	30	28	the	the	DET
ajst-7349	30	29	conclusion	conclusion	NOUN
ajst-7349	30	30	,	,	PUNCT
ajst-7349	30	31	its	its	PRON
ajst-7349	30	32	will	will	AUX
ajst-7349	30	33	be	be	AUX
ajst-7349	30	34	merged	merge	VERB
ajst-7349	30	35	into	into	ADP
ajst-7349	30	36	one	one	NUM
ajst-7349	30	37	big	big	ADJ
ajst-7349	30	38	class	class	NOUN
ajst-7349	30	39	.	.	PUNCT
ajst-7349	31	1	3	3	X
ajst-7349	31	2	)	)	PUNCT
ajst-7349	31	3	determine	determine	VERB
ajst-7349	31	4	the	the	DET
ajst-7349	31	5	value	value	NOUN
ajst-7349	31	6	of	of	ADP
ajst-7349	31	7	:	:	PUNCT
ajst-7349	31	8	elbow	elbow	VERB
ajst-7349	31	9	rule	rule	VERB
ajst-7349	31	10	the	the	DET
ajst-7349	31	11	elbow	elbow	NOUN
ajst-7349	31	12	rule[5	rule[5	PROPN
ajst-7349	31	13	]	]	X
ajst-7349	31	14	is	be	AUX
ajst-7349	31	15	to	to	PART
ajst-7349	31	16	roughly	roughly	ADV
ajst-7349	31	17	estimate	estimate	VERB
ajst-7349	31	18	the	the	DET
ajst-7349	31	19	optimal	optimal	ADJ
ajst-7349	31	20	number	number	NOUN
ajst-7349	31	21	of	of	ADP
ajst-7349	31	22	clusters	cluster	NOUN
ajst-7349	31	23	by	by	ADP
ajst-7349	31	24	the	the	DET
ajst-7349	31	25	graph	graph	NOUN
ajst-7349	31	26	.	.	PUNCT
ajst-7349	32	1	one	one	NUM
ajst-7349	32	2	of	of	ADP
ajst-7349	32	3	the	the	DET
ajst-7349	32	4	locations	location	NOUN
ajst-7349	32	5	where	where	SCONJ
ajst-7349	32	6	the	the	DET
ajst-7349	32	7	effect	effect	NOUN
ajst-7349	32	8	of	of	ADP
ajst-7349	32	9	improvement	improvement	NOUN
ajst-7349	32	10	by	by	ADP
ajst-7349	32	11	the	the	DET
ajst-7349	32	12	degree	degree	NOUN
ajst-7349	32	13	of	of	ADP
ajst-7349	32	14	distortion	distortion	NOUN
ajst-7349	32	15	of	of	ADP
ajst-7349	32	16	the	the	DET
ajst-7349	32	17	graph	graph	NOUN
ajst-7349	32	18	has	have	VERB
ajst-7349	32	19	the	the	DET
ajst-7349	32	20	greatest	great	ADJ
ajst-7349	32	21	decrease	decrease	NOUN
ajst-7349	32	22	in	in	ADP
ajst-7349	32	23	effect	effect	NOUN
ajst-7349	32	24	is	be	AUX
ajst-7349	32	25	the	the	DET
ajst-7349	32	26	elbow	elbow	NOUN
ajst-7349	32	27	,	,	PUNCT
ajst-7349	32	28	and	and	CCONJ
ajst-7349	32	29	the	the	DET
ajst-7349	32	30	degree	degree	NOUN
ajst-7349	32	31	of	of	ADP
ajst-7349	32	32	distortion	distortion	NOUN
ajst-7349	32	33	is	be	AUX
ajst-7349	32	34	generally	generally	ADV
ajst-7349	32	35	used	use	VERB
ajst-7349	32	36	to	to	PART
ajst-7349	32	37	determine	determine	VERB
ajst-7349	32	38	the	the	DET
ajst-7349	32	39	optimal	optimal	ADJ
ajst-7349	32	40	value	value	NOUN
ajst-7349	32	41	.	.	PUNCT
ajst-7349	33	1	the	the	DET
ajst-7349	33	2	systematic	systematic	ADJ
ajst-7349	33	3	clustering	clustering	NOUN
ajst-7349	33	4	can	can	AUX
ajst-7349	33	5	be	be	AUX
ajst-7349	33	6	started	start	VERB
ajst-7349	33	7	by	by	ADP
ajst-7349	33	8	dividing	divide	VERB
ajst-7349	33	9	the	the	DET
ajst-7349	33	10	new	new	ADJ
ajst-7349	33	11	data	datum	NOUN
ajst-7349	33	12	obtained	obtain	VERB
ajst-7349	33	13	by	by	ADP
ajst-7349	33	14	principal	principal	ADJ
ajst-7349	33	15	component	component	NOUN
ajst-7349	33	16	analysis	analysis	NOUN
ajst-7349	33	17	for	for	ADP
ajst-7349	33	18	high	high	ADJ
ajst-7349	33	19	potassium	potassium	NOUN
ajst-7349	33	20	glass	glass	NOUN
ajst-7349	33	21	and	and	CCONJ
ajst-7349	33	22	lead	lead	ADJ
ajst-7349	33	23	-	-	PUNCT
ajst-7349	33	24	barium	barium	NOUN
ajst-7349	33	25	glass	glass	NOUN
ajst-7349	33	26	into	into	ADP
ajst-7349	33	27	and	and	CCONJ
ajst-7349	33	28	class	class	NOUN
ajst-7349	33	29	clusters	cluster	NOUN
ajst-7349	33	30	,	,	PUNCT
ajst-7349	33	31	respectively	respectively	ADV
ajst-7349	33	32	,	,	PUNCT
ajst-7349	33	33	where	where	SCONJ
ajst-7349	33	34	,	,	PUNCT
ajst-7349	33	35	where	where	SCONJ
ajst-7349	33	36	(	(	PUNCT
ajst-7349	33	37	is	be	AUX
ajst-7349	33	38	the	the	DET
ajst-7349	33	39	atomic	atomic	ADJ
ajst-7349	33	40	level	level	NOUN
ajst-7349	33	41	)	)	PUNCT
ajst-7349	33	42	,	,	PUNCT
ajst-7349	33	43	and	and	CCONJ
ajst-7349	33	44	where	where	SCONJ
ajst-7349	33	45	is	be	AUX
ajst-7349	33	46	the	the	DET
ajst-7349	33	47	inflection	inflection	NOUN
ajst-7349	33	48	point	point	NOUN
ajst-7349	33	49	value	value	NOUN
ajst-7349	33	50	where	where	SCONJ
ajst-7349	33	51	the	the	DET
ajst-7349	33	52	slope	slope	NOUN
ajst-7349	33	53	in	in	ADP
ajst-7349	33	54	the	the	DET
ajst-7349	33	55	elbow	elbow	NOUN
ajst-7349	33	56	function	function	NOUN
ajst-7349	33	57	shows	show	VERB
ajst-7349	33	58	a	a	DET
ajst-7349	33	59	significant	significant	ADJ
ajst-7349	33	60	decrease	decrease	NOUN
ajst-7349	33	61	.	.	PUNCT
ajst-7349	34	1	3.1.2	3.1.2	X
ajst-7349	34	2	.	.	PUNCT
ajst-7349	34	3	solution	solution	NOUN
ajst-7349	34	4	of	of	ADP
ajst-7349	34	5	the	the	DET
ajst-7349	34	6	model	model	NOUN
ajst-7349	34	7	1	1	NUM
ajst-7349	34	8	)	)	PUNCT
ajst-7349	34	9	according	accord	VERB
ajst-7349	34	10	to	to	ADP
ajst-7349	34	11	the	the	DET
ajst-7349	34	12	above	above	ADJ
ajst-7349	34	13	established	establish	VERB
ajst-7349	34	14	model	model	NOUN
ajst-7349	34	15	and	and	CCONJ
ajst-7349	34	16	steps	step	NOUN
ajst-7349	34	17	,	,	PUNCT
ajst-7349	34	18	this	this	DET
ajst-7349	34	19	question	question	NOUN
ajst-7349	34	20	first	first	ADV
ajst-7349	34	21	through	through	ADP
ajst-7349	34	22	matlab	matlab	PROPN
ajst-7349	34	23	respectively	respectively	ADV
ajst-7349	34	24	for	for	ADP
ajst-7349	34	25	these	these	DET
ajst-7349	34	26	two	two	NUM
ajst-7349	34	27	types	type	NOUN
ajst-7349	34	28	of	of	ADP
ajst-7349	34	29	principal	principal	ADJ
ajst-7349	34	30	component	component	NOUN
ajst-7349	34	31	analysis	analysis	NOUN
ajst-7349	34	32	,	,	PUNCT
ajst-7349	34	33	can	can	AUX
ajst-7349	34	34	get	get	VERB
ajst-7349	34	35	the	the	DET
ajst-7349	34	36	two	two	NUM
ajst-7349	34	37	types	type	NOUN
ajst-7349	34	38	of	of	ADP
ajst-7349	34	39	glass	glass	NOUN
ajst-7349	34	40	after	after	ADP
ajst-7349	34	41	the	the	DET
ajst-7349	34	42	principal	principal	ADJ
ajst-7349	34	43	component	component	NOUN
ajst-7349	34	44	analysis	analysis	NOUN
ajst-7349	34	45	of	of	ADP
ajst-7349	34	46	key	key	ADJ
ajst-7349	34	47	variables	variable	NOUN
ajst-7349	34	48	including	include	VERB
ajst-7349	34	49	eigenvalues	eigenvalue	NOUN
ajst-7349	34	50	and	and	CCONJ
ajst-7349	34	51	cumulative	cumulative	ADJ
ajst-7349	34	52	contribution	contribution	NOUN
ajst-7349	34	53	rate	rate	NOUN
ajst-7349	34	54	,	,	PUNCT
ajst-7349	34	55	and	and	CCONJ
ajst-7349	34	56	then	then	ADV
ajst-7349	34	57	through	through	ADP
ajst-7349	34	58	excel	excel	NOUN
ajst-7349	34	59	to	to	PART
ajst-7349	34	60	process	process	VERB
ajst-7349	34	61	the	the	DET
ajst-7349	34	62	data	datum	NOUN
ajst-7349	34	63	,	,	PUNCT
ajst-7349	34	64	where	where	SCONJ
ajst-7349	34	65	the	the	DET
ajst-7349	34	66	high	high	ADJ
ajst-7349	34	67	potassium	potassium	NOUN
ajst-7349	34	68	class	class	NOUN
ajst-7349	34	69	of	of	ADP
ajst-7349	34	70	glass	glass	NOUN
ajst-7349	34	71	part	part	NOUN
ajst-7349	34	72	of	of	ADP
ajst-7349	34	73	the	the	DET
ajst-7349	34	74	principal	principal	ADJ
ajst-7349	34	75	component	component	NOUN
ajst-7349	34	76	information	information	NOUN
ajst-7349	34	77	is	be	AUX
ajst-7349	34	78	as	as	SCONJ
ajst-7349	34	79	follows	follow	VERB
ajst-7349	34	80	:	:	PUNCT
ajst-7349	34	81	table	table	NOUN
ajst-7349	34	82	1	1	NUM
ajst-7349	34	83	.	.	PUNCT
ajst-7349	34	84	information	information	NOUN
ajst-7349	34	85	on	on	ADP
ajst-7349	34	86	some	some	PRON
ajst-7349	34	87	of	of	ADP
ajst-7349	34	88	the	the	DET
ajst-7349	34	89	main	main	ADJ
ajst-7349	34	90	results	result	NOUN
ajst-7349	34	91	obtained	obtain	VERB
ajst-7349	34	92	from	from	ADP
ajst-7349	34	93	principal	principal	ADJ
ajst-7349	34	94	component	component	NOUN
ajst-7349	34	95	analysis	analysis	NOUN
ajst-7349	34	96	of	of	ADP
ajst-7349	34	97	high	high	ADJ
ajst-7349	34	98	potassium	potassium	NOUN
ajst-7349	34	99	glass	glass	NOUN
ajst-7349	34	100	eigenvector	eigenvector	NOUN
ajst-7349	34	101	a1	a1	PROPN
ajst-7349	34	102	a2	a2	PROPN
ajst-7349	34	103	a3	a3	PROPN
ajst-7349	34	104	a4	a4	PROPN
ajst-7349	34	105	a5	a5	PROPN
ajst-7349	34	106	eigenvalue	eigenvalue	VERB
ajst-7349	34	107	5.4002	5.4002	NUM
ajst-7349	34	108	2.4303	2.4303	NUM
ajst-7349	34	109	1.7154	1.7154	NUM
ajst-7349	34	110	1.6488	1.6488	NUM
ajst-7349	34	111	0.9485	0.9485	NUM
ajst-7349	34	112	contribution	contribution	NOUN
ajst-7349	34	113	value	value	NOUN
ajst-7349	34	114	0.3857	0.3857	NUM
ajst-7349	35	1	0.1736	0.1736	NUM
ajst-7349	35	2	0.1225	0.1225	NUM
ajst-7349	35	3	0.1178	0.1178	NUM
ajst-7349	35	4	0.0678	0.0678	NUM
ajst-7349	35	5	cumulative	cumulative	ADJ
ajst-7349	35	6	contribution	contribution	NOUN
ajst-7349	35	7	value	value	NOUN
ajst-7349	35	8	0.3857	0.3857	NUM
ajst-7349	35	9	0.5593	0.5593	NUM
ajst-7349	35	10	0.6818	0.6818	NUM
ajst-7349	35	11	0.7996	0.7996	NUM
ajst-7349	35	12	0.8674	0.8674	NUM
ajst-7349	35	13	the	the	DET
ajst-7349	35	14	cumulative	cumulative	ADJ
ajst-7349	35	15	contribution	contribution	NOUN
ajst-7349	35	16	has	have	AUX
ajst-7349	35	17	reached	reach	VERB
ajst-7349	35	18	about	about	ADP
ajst-7349	35	19	87	87	NUM
ajst-7349	35	20	%	%	NOUN
ajst-7349	35	21	at	at	ADP
ajst-7349	35	22	principal	principal	ADJ
ajst-7349	35	23	component	component	NOUN
ajst-7349	35	24	5	5	NUM
ajst-7349	35	25	,	,	PUNCT
ajst-7349	35	26	and	and	CCONJ
ajst-7349	35	27	the	the	DET
ajst-7349	35	28	first	first	ADJ
ajst-7349	35	29	five	five	NUM
ajst-7349	35	30	principal	principal	ADJ
ajst-7349	35	31	components	component	NOUN
ajst-7349	35	32	were	be	AUX
ajst-7349	35	33	taken	take	VERB
ajst-7349	35	34	as	as	ADP
ajst-7349	35	35	the	the	DET
ajst-7349	35	36	combined	combined	ADJ
ajst-7349	35	37	indicators	indicator	NOUN
ajst-7349	35	38	after	after	ADP
ajst-7349	35	39	screening	screen	VERB
ajst-7349	35	40	according	accord	VERB
ajst-7349	35	41	to	to	ADP
ajst-7349	35	42	the	the	DET
ajst-7349	35	43	requirements	requirement	NOUN
ajst-7349	35	44	.	.	PUNCT
ajst-7349	36	1	it	it	PRON
ajst-7349	36	2	is	be	AUX
ajst-7349	36	3	also	also	ADV
ajst-7349	36	4	easy	easy	ADJ
ajst-7349	36	5	to	to	PART
ajst-7349	36	6	see	see	VERB
ajst-7349	36	7	that	that	DET
ajst-7349	36	8	principal	principal	ADJ
ajst-7349	36	9	component	component	NOUN
ajst-7349	36	10	1	1	NUM
ajst-7349	36	11	and	and	CCONJ
ajst-7349	36	12	principal	principal	ADJ
ajst-7349	36	13	component	component	NOUN
ajst-7349	36	14	2	2	NUM
ajst-7349	36	15	contribute	contribute	VERB
ajst-7349	36	16	the	the	DET
ajst-7349	36	17	most	most	ADJ
ajst-7349	36	18	to	to	ADP
ajst-7349	36	19	the	the	DET
ajst-7349	36	20	cumulative	cumulative	ADJ
ajst-7349	36	21	contribution	contribution	NOUN
ajst-7349	36	22	among	among	ADP
ajst-7349	36	23	them	they	PRON
ajst-7349	36	24	,	,	PUNCT
ajst-7349	36	25	i.e.	i.e.	X
ajst-7349	36	26	,	,	PUNCT
ajst-7349	36	27	it	it	PRON
ajst-7349	36	28	can	can	AUX
ajst-7349	36	29	be	be	AUX
ajst-7349	36	30	seen	see	VERB
ajst-7349	36	31	that	that	SCONJ
ajst-7349	36	32	silica	silica	NOUN
ajst-7349	36	33	and	and	CCONJ
ajst-7349	36	34	sodium	sodium	NOUN
ajst-7349	36	35	oxide	oxide	NOUN
ajst-7349	36	36	may	may	AUX
ajst-7349	36	37	be	be	AUX
ajst-7349	36	38	important	important	ADJ
ajst-7349	36	39	influencing	influence	VERB
ajst-7349	36	40	factors	factor	NOUN
ajst-7349	36	41	and	and	CCONJ
ajst-7349	36	42	indicators	indicator	NOUN
ajst-7349	36	43	for	for	ADP
ajst-7349	36	44	the	the	DET
ajst-7349	36	45	classification	classification	NOUN
ajst-7349	36	46	of	of	ADP
ajst-7349	36	47	high	high	ADJ
ajst-7349	36	48	potassium	potassium	NOUN
ajst-7349	36	49	glass	glass	NOUN
ajst-7349	36	50	subclasses	subclass	NOUN
ajst-7349	36	51	.	.	PUNCT
ajst-7349	37	1	from	from	ADP
ajst-7349	37	2	the	the	DET
ajst-7349	37	3	information	information	NOUN
ajst-7349	37	4	in	in	ADP
ajst-7349	37	5	table	table	NOUN
ajst-7349	37	6	2	2	NUM
ajst-7349	37	7	below	below	ADV
ajst-7349	37	8	,	,	PUNCT
ajst-7349	37	9	it	it	PRON
ajst-7349	37	10	can	can	AUX
ajst-7349	37	11	be	be	AUX
ajst-7349	37	12	seen	see	VERB
ajst-7349	37	13	that	that	SCONJ
ajst-7349	37	14	the	the	DET
ajst-7349	37	15	cumulative	cumulative	ADJ
ajst-7349	37	16	contribution	contribution	NOUN
ajst-7349	37	17	of	of	ADP
ajst-7349	37	18	principal	principal	ADJ
ajst-7349	37	19	component	component	NOUN
ajst-7349	37	20	8	8	NUM
ajst-7349	37	21	has	have	AUX
ajst-7349	37	22	reached	reach	VERB
ajst-7349	37	23	about	about	ADP
ajst-7349	37	24	88	88	NUM
ajst-7349	37	25	%	%	NOUN
ajst-7349	37	26	,	,	PUNCT
ajst-7349	37	27	i.e.	i.e.	X
ajst-7349	37	28	,	,	PUNCT
ajst-7349	37	29	the	the	DET
ajst-7349	37	30	composite	composite	ADJ
ajst-7349	37	31	index	index	NOUN
ajst-7349	37	32	corresponding	correspond	VERB
ajst-7349	37	33	to	to	ADP
ajst-7349	37	34	the	the	DET
ajst-7349	37	35	seven	seven	NUM
ajst-7349	37	36	principal	principal	ADJ
ajst-7349	37	37	components	component	NOUN
ajst-7349	37	38	mentioned	mention	VERB
ajst-7349	37	39	above	above	ADV
ajst-7349	37	40	is	be	AUX
ajst-7349	37	41	taken	take	VERB
ajst-7349	37	42	according	accord	VERB
ajst-7349	37	43	to	to	ADP
ajst-7349	37	44	the	the	DET
ajst-7349	37	45	requirements	requirement	NOUN
ajst-7349	37	46	.	.	PUNCT
ajst-7349	38	1	the	the	DET
ajst-7349	38	2	contribution	contribution	NOUN
ajst-7349	38	3	values	value	NOUN
ajst-7349	38	4	of	of	ADP
ajst-7349	38	5	the	the	DET
ajst-7349	38	6	11	11	NUM
ajst-7349	38	7	first	first	ADJ
ajst-7349	38	8	three	three	NUM
ajst-7349	38	9	components	component	NOUN
ajst-7349	38	10	are	be	AUX
ajst-7349	38	11	higher	high	ADJ
ajst-7349	38	12	and	and	CCONJ
ajst-7349	38	13	the	the	DET
ajst-7349	38	14	difference	difference	NOUN
ajst-7349	38	15	is	be	AUX
ajst-7349	38	16	not	not	PART
ajst-7349	38	17	very	very	ADV
ajst-7349	38	18	large	large	ADJ
ajst-7349	38	19	,	,	PUNCT
ajst-7349	38	20	and	and	CCONJ
ajst-7349	38	21	it	it	PRON
ajst-7349	38	22	can	can	AUX
ajst-7349	38	23	be	be	AUX
ajst-7349	38	24	seen	see	VERB
ajst-7349	38	25	that	that	SCONJ
ajst-7349	38	26	silica	silica	NOUN
ajst-7349	38	27	,	,	PUNCT
ajst-7349	38	28	sodium	sodium	NOUN
ajst-7349	38	29	oxide	oxide	NOUN
ajst-7349	38	30	and	and	CCONJ
ajst-7349	38	31	potassium	potassium	NOUN
ajst-7349	38	32	oxide	oxide	NOUN
ajst-7349	38	33	may	may	AUX
ajst-7349	38	34	be	be	AUX
ajst-7349	38	35	more	more	ADV
ajst-7349	38	36	important	important	ADJ
ajst-7349	38	37	indicators	indicator	NOUN
ajst-7349	38	38	for	for	ADP
ajst-7349	38	39	the	the	DET
ajst-7349	38	40	later	later	ADJ
ajst-7349	38	41	subcategory	subcategory	NOUN
ajst-7349	38	42	of	of	ADP
ajst-7349	38	43	lead	lead	ADJ
ajst-7349	38	44	-	-	PUNCT
ajst-7349	38	45	barium	barium	NOUN
ajst-7349	38	46	glass	glass	NOUN
ajst-7349	38	47	classification	classification	NOUN
ajst-7349	38	48	.	.	PUNCT
ajst-7349	39	1	table	table	NOUN
ajst-7349	39	2	2	2	NUM
ajst-7349	39	3	.	.	X
ajst-7349	39	4	information	information	NOUN
ajst-7349	39	5	on	on	ADP
ajst-7349	39	6	some	some	PRON
ajst-7349	39	7	of	of	ADP
ajst-7349	39	8	the	the	DET
ajst-7349	39	9	main	main	ADJ
ajst-7349	39	10	results	result	NOUN
ajst-7349	39	11	obtained	obtain	VERB
ajst-7349	39	12	from	from	ADP
ajst-7349	39	13	the	the	DET
ajst-7349	39	14	principal	principal	ADJ
ajst-7349	39	15	component	component	NOUN
ajst-7349	39	16	analysis	analysis	NOUN
ajst-7349	39	17	of	of	ADP
ajst-7349	39	18	lead	lead	ADJ
ajst-7349	39	19	barium	barium	NOUN
ajst-7349	39	20	glass	glass	NOUN
ajst-7349	39	21	eigenvector	eigenvector	NOUN
ajst-7349	39	22	a1	a1	PROPN
ajst-7349	39	23	a2	a2	PROPN
ajst-7349	39	24	a3	a3	PROPN
ajst-7349	39	25	a4	a4	PROPN
ajst-7349	39	26	a5	a5	PROPN
ajst-7349	39	27	a6	a6	NOUN
ajst-7349	39	28	a7	a7	PROPN
ajst-7349	39	29	eigenvalue	eigenvalue	PROPN
ajst-7349	39	30	3.5756	3.5756	NUM
ajst-7349	39	31	2.9487	2.9487	NUM
ajst-7349	39	32	1.6646	1.6646	NUM
ajst-7349	39	33	1.0847	1.0847	NUM
ajst-7349	39	34	0.9076	0.9076	NUM
ajst-7349	39	35	0.8406	0.8406	NUM
ajst-7349	39	36	0.7473	0.7473	NUM
ajst-7349	39	37	contribution	contribution	NOUN
ajst-7349	39	38	value	value	NOUN
ajst-7349	39	39	0.2554	0.2554	NUM
ajst-7349	40	1	0.2106	0.2106	NUM
ajst-7349	41	1	0.1189	0.1189	NUM
ajst-7349	41	2	0.0775	0.0775	NUM
ajst-7349	41	3	0.0648	0.0648	NUM
ajst-7349	41	4	0.0600	0.0600	NUM
ajst-7349	41	5	0.0534	0.0534	NUM
ajst-7349	41	6	cumulative	cumulative	ADJ
ajst-7349	41	7	contribution	contribution	NOUN
ajst-7349	41	8	value	value	NOUN
ajst-7349	41	9	0.2554	0.2554	NUM
ajst-7349	41	10	0.4660	0.4660	NUM
ajst-7349	41	11	0.5849	0.5849	NUM
ajst-7349	41	12	0.6624	0.6624	NUM
ajst-7349	41	13	0.7272	0.7272	NUM
ajst-7349	41	14	0.7873	0.7873	NUM
ajst-7349	41	15	0.8407	0.8407	NUM
ajst-7349	41	16	based	base	VERB
ajst-7349	41	17	on	on	ADP
ajst-7349	41	18	the	the	DET
ajst-7349	41	19	above	above	ADJ
ajst-7349	41	20	analysis	analysis	NOUN
ajst-7349	41	21	,	,	PUNCT
ajst-7349	41	22	the	the	DET
ajst-7349	41	23	final	final	ADJ
ajst-7349	41	24	results	result	NOUN
ajst-7349	41	25	of	of	ADP
ajst-7349	41	26	the	the	DET
ajst-7349	41	27	combined	combine	VERB
ajst-7349	41	28	index	index	NOUN
ajst-7349	41	29	matrix	matrix	NOUN
ajst-7349	41	30	of	of	ADP
ajst-7349	41	31	the	the	DET
ajst-7349	41	32	screened	screen	VERB
ajst-7349	41	33	lead	lead	NOUN
ajst-7349	41	34	-	-	PUNCT
ajst-7349	41	35	barium	barium	NOUN
ajst-7349	41	36	glass	glass	NOUN
ajst-7349	41	37	and	and	CCONJ
ajst-7349	41	38	high	high	ADJ
ajst-7349	41	39	potassium	potassium	NOUN
ajst-7349	41	40	glass	glass	NOUN
ajst-7349	41	41	were	be	AUX
ajst-7349	41	42	set	set	VERB
ajst-7349	41	43	to	to	ADP
ajst-7349	41	44	and	and	CCONJ
ajst-7349	41	45	respectively	respectively	ADV
ajst-7349	41	46	.	.	PUNCT
ajst-7349	42	1	(	(	PUNCT
ajst-7349	42	2	2	2	NUM
ajst-7349	42	3	)	)	PUNCT
ajst-7349	42	4	then	then	ADV
ajst-7349	42	5	the	the	DET
ajst-7349	42	6	combined	combined	ADJ
ajst-7349	42	7	index	index	NOUN
ajst-7349	42	8	matrix	matrix	NOUN
ajst-7349	42	9	data	datum	NOUN
ajst-7349	42	10	obtained	obtain	VERB
ajst-7349	42	11	by	by	ADP
ajst-7349	42	12	principal	principal	ADJ
ajst-7349	42	13	component	component	NOUN
ajst-7349	42	14	analysis	analysis	NOUN
ajst-7349	42	15	of	of	ADP
ajst-7349	42	16	the	the	DET
ajst-7349	42	17	two	two	NUM
ajst-7349	42	18	were	be	AUX
ajst-7349	42	19	imported	import	VERB
ajst-7349	42	20	into	into	ADP
ajst-7349	42	21	spss	spss	PROPN
ajst-7349	42	22	for	for	ADP
ajst-7349	42	23	systematic	systematic	ADJ
ajst-7349	42	24	aggregation	aggregation	NOUN
ajst-7349	42	25	,	,	PUNCT
ajst-7349	42	26	and	and	CCONJ
ajst-7349	42	27	a	a	DET
ajst-7349	42	28	spectrum	spectrum	NOUN
ajst-7349	42	29	chart	chart	NOUN
ajst-7349	42	30	could	could	AUX
ajst-7349	42	31	be	be	AUX
ajst-7349	42	32	obtained	obtain	VERB
ajst-7349	42	33	separately	separately	ADV
ajst-7349	42	34	,	,	PUNCT
ajst-7349	42	35	and	and	CCONJ
ajst-7349	42	36	the	the	DET
ajst-7349	42	37	number	number	NOUN
ajst-7349	42	38	of	of	ADP
ajst-7349	42	39	categories	category	NOUN
ajst-7349	42	40	was	be	AUX
ajst-7349	42	41	determined	determine	VERB
ajst-7349	42	42	after	after	ADP
ajst-7349	42	43	their	their	PRON
ajst-7349	42	44	division	division	NOUN
ajst-7349	42	45	.	.	PUNCT
ajst-7349	43	1	(	(	PUNCT
ajst-7349	43	2	3	3	X
ajst-7349	43	3	)	)	PUNCT
ajst-7349	43	4	the	the	DET
ajst-7349	43	5	aggregation	aggregation	NOUN
ajst-7349	43	6	coefficients	coefficient	NOUN
ajst-7349	43	7	obtained	obtain	VERB
ajst-7349	43	8	from	from	ADP
ajst-7349	43	9	the	the	DET
ajst-7349	43	10	above	above	ADJ
ajst-7349	43	11	spss	spss	PROPN
ajst-7349	43	12	were	be	AUX
ajst-7349	43	13	processed	process	VERB
ajst-7349	43	14	in	in	ADP
ajst-7349	43	15	excel	excel	NOUN
ajst-7349	43	16	and	and	CCONJ
ajst-7349	43	17	the	the	DET
ajst-7349	43	18	aggregation	aggregation	NOUN
ajst-7349	43	19	coefficients	coefficient	NOUN
ajst-7349	43	20	were	be	AUX
ajst-7349	43	21	plotted	plot	VERB
ajst-7349	43	22	in	in	ADP
ajst-7349	43	23	descending	descend	VERB
ajst-7349	43	24	order	order	NOUN
ajst-7349	43	25	:	:	PUNCT
ajst-7349	43	26	figure	figure	NOUN
ajst-7349	43	27	1	1	NUM
ajst-7349	43	28	.	.	PUNCT
ajst-7349	43	29	folding	fold	VERB
ajst-7349	43	30	line	line	NOUN
ajst-7349	43	31	of	of	ADP
ajst-7349	43	32	polymerization	polymerization	NOUN
ajst-7349	43	33	coefficient	coefficient	NOUN
ajst-7349	43	34	of	of	ADP
ajst-7349	43	35	high	high	ADJ
ajst-7349	43	36	potassium	potassium	NOUN
ajst-7349	43	37	glass	glass	NOUN
ajst-7349	43	38	figure	figure	NOUN
ajst-7349	43	39	2	2	NUM
ajst-7349	43	40	.	.	NOUN
ajst-7349	43	41	folding	fold	VERB
ajst-7349	43	42	line	line	NOUN
ajst-7349	43	43	of	of	ADP
ajst-7349	43	44	polymerization	polymerization	NOUN
ajst-7349	43	45	coefficient	coefficient	NOUN
ajst-7349	43	46	of	of	ADP
ajst-7349	43	47	lead	lead	ADJ
ajst-7349	43	48	-	-	PUNCT
ajst-7349	43	49	barium	barium	NOUN
ajst-7349	43	50	glass	glass	NOUN
ajst-7349	43	51	according	accord	VERB
ajst-7349	43	52	to	to	ADP
ajst-7349	43	53	the	the	DET
ajst-7349	43	54	aggregation	aggregation	NOUN
ajst-7349	43	55	coefficient	coefficient	NOUN
ajst-7349	43	56	line	line	NOUN
ajst-7349	43	57	graph	graph	NOUN
ajst-7349	43	58	,	,	PUNCT
ajst-7349	43	59	when	when	SCONJ
ajst-7349	43	60	6	6	NUM
ajst-7349	43	61	,	,	PUNCT
ajst-7349	43	62	the	the	DET
ajst-7349	43	63	decreasing	decrease	VERB
ajst-7349	43	64	trend	trend	NOUN
ajst-7349	43	65	of	of	ADP
ajst-7349	43	66	the	the	DET
ajst-7349	43	67	line	line	NOUN
ajst-7349	43	68	tends	tend	VERB
ajst-7349	43	69	to	to	PART
ajst-7349	43	70	slow	slow	VERB
ajst-7349	43	71	down	down	ADP
ajst-7349	43	72	,	,	PUNCT
ajst-7349	43	73	according	accord	VERB
ajst-7349	43	74	to	to	ADP
ajst-7349	43	75	the	the	DET
ajst-7349	43	76	elbow	elbow	NOUN
ajst-7349	43	77	rule	rule	NOUN
ajst-7349	43	78	so	so	SCONJ
ajst-7349	43	79	the	the	DET
ajst-7349	43	80	subcategory	subcategory	NOUN
ajst-7349	43	81	of	of	ADP
ajst-7349	43	82	high	high	ADJ
ajst-7349	43	83	potassium	potassium	NOUN
ajst-7349	43	84	glass	glass	NOUN
ajst-7349	43	85	can	can	AUX
ajst-7349	43	86	be	be	AUX
ajst-7349	43	87	divided	divide	VERB
ajst-7349	43	88	into	into	ADP
ajst-7349	43	89	the	the	DET
ajst-7349	43	90	category	category	NOUN
ajst-7349	43	91	number	number	NOUN
ajst-7349	43	92	.	.	PUNCT
ajst-7349	44	1	according	accord	VERB
ajst-7349	44	2	to	to	ADP
ajst-7349	44	3	the	the	DET
ajst-7349	44	4	aggregation	aggregation	NOUN
ajst-7349	44	5	coefficient	coefficient	NOUN
ajst-7349	44	6	folding	folding	NOUN
ajst-7349	44	7	graph	graph	NOUN
ajst-7349	44	8	,	,	PUNCT
ajst-7349	44	9	it	it	PRON
ajst-7349	44	10	can	can	AUX
ajst-7349	44	11	be	be	AUX
ajst-7349	44	12	seen	see	VERB
ajst-7349	44	13	that	that	SCONJ
ajst-7349	44	14	when	when	SCONJ
ajst-7349	44	15	7	7	NUM
ajst-7349	44	16	,	,	PUNCT
ajst-7349	44	17	the	the	DET
ajst-7349	44	18	decreasing	decrease	VERB
ajst-7349	44	19	trend	trend	NOUN
ajst-7349	44	20	of	of	ADP
ajst-7349	44	21	the	the	DET
ajst-7349	44	22	folding	fold	VERB
ajst-7349	44	23	line	line	NOUN
ajst-7349	44	24	tends	tend	VERB
ajst-7349	44	25	to	to	PART
ajst-7349	44	26	slow	slow	VERB
ajst-7349	44	27	down	down	ADP
ajst-7349	44	28	,	,	PUNCT
ajst-7349	44	29	according	accord	VERB
ajst-7349	44	30	to	to	ADP
ajst-7349	44	31	the	the	DET
ajst-7349	44	32	elbow	elbow	NOUN
ajst-7349	44	33	rule	rule	NOUN
ajst-7349	44	34	so	so	SCONJ
ajst-7349	44	35	the	the	DET
ajst-7349	44	36	subcategory	subcategory	NOUN
ajst-7349	44	37	of	of	ADP
ajst-7349	44	38	lead	lead	ADJ
ajst-7349	44	39	barium	barium	NOUN
ajst-7349	44	40	glass	glass	NOUN
ajst-7349	44	41	can	can	AUX
ajst-7349	44	42	be	be	AUX
ajst-7349	44	43	classified	classify	VERB
ajst-7349	44	44	as	as	ADP
ajst-7349	44	45	the	the	DET
ajst-7349	44	46	category	category	NOUN
ajst-7349	44	47	number	number	NOUN
ajst-7349	44	48	.	.	PUNCT
ajst-7349	45	1	then	then	ADV
ajst-7349	45	2	the	the	DET
ajst-7349	45	3	number	number	NOUN
ajst-7349	45	4	of	of	ADP
ajst-7349	45	5	categories	category	NOUN
ajst-7349	45	6	corresponding	correspond	VERB
ajst-7349	45	7	to	to	ADP
ajst-7349	45	8	the	the	DET
ajst-7349	45	9	division	division	NOUN
ajst-7349	45	10	of	of	ADP
ajst-7349	45	11	the	the	DET
ajst-7349	45	12	two	two	NUM
ajst-7349	45	13	categories	category	NOUN
ajst-7349	45	14	was	be	AUX
ajst-7349	45	15	divided	divide	VERB
ajst-7349	45	16	on	on	ADP
ajst-7349	45	17	the	the	DET
ajst-7349	45	18	spectrogram	spectrogram	NOUN
ajst-7349	45	19	generated	generate	VERB
ajst-7349	45	20	by	by	ADP
ajst-7349	45	21	spss	spss	PROPN
ajst-7349	45	22	,	,	PUNCT
ajst-7349	45	23	and	and	CCONJ
ajst-7349	45	24	the	the	DET
ajst-7349	45	25	subcategories	subcategorie	NOUN
ajst-7349	45	26	of	of	ADP
ajst-7349	45	27	the	the	DET
ajst-7349	45	28	two	two	NUM
ajst-7349	45	29	were	be	AUX
ajst-7349	45	30	obtained	obtain	VERB
ajst-7349	45	31	by	by	ADP
ajst-7349	45	32	observing	observe	VERB
ajst-7349	45	33	the	the	DET
ajst-7349	45	34	divided	divide	VERB
ajst-7349	45	35	spectrogram	spectrogram	NOUN
ajst-7349	45	36	.	.	PUNCT
ajst-7349	46	1	3.1.3	3.1.3	NUM
ajst-7349	46	2	.	.	PUNCT
ajst-7349	46	3	sensitivity	sensitivity	NOUN
ajst-7349	46	4	analysis	analysis	NOUN
ajst-7349	46	5	of	of	ADP
ajst-7349	46	6	the	the	DET
ajst-7349	46	7	model	model	NOUN
ajst-7349	46	8	from	from	ADP
ajst-7349	46	9	the	the	DET
ajst-7349	46	10	analysis	analysis	NOUN
ajst-7349	46	11	of	of	ADP
ajst-7349	46	12	the	the	DET
ajst-7349	46	13	above	above	ADJ
ajst-7349	46	14	data	data	NOUN
ajst-7349	46	15	results	result	NOUN
ajst-7349	46	16	,	,	PUNCT
ajst-7349	46	17	it	it	PRON
ajst-7349	46	18	can	can	AUX
ajst-7349	46	19	be	be	AUX
ajst-7349	46	20	concluded	conclude	VERB
ajst-7349	46	21	that	that	SCONJ
ajst-7349	46	22	at	at	ADP
ajst-7349	46	23	the	the	DET
ajst-7349	46	24	confidence	confidence	NOUN
ajst-7349	46	25	level	level	NOUN
ajst-7349	46	26	of	of	ADP
ajst-7349	46	27	95	95	NUM
ajst-7349	46	28	%	%	NOUN
ajst-7349	46	29	,	,	PUNCT
ajst-7349	46	30	the	the	DET
ajst-7349	46	31	component	component	NOUN
ajst-7349	46	32	content	content	NOUN
ajst-7349	46	33	of	of	ADP
ajst-7349	46	34	silica	silica	NOUN
ajst-7349	46	35	and	and	CCONJ
ajst-7349	46	36	potassium	potassium	NOUN
ajst-7349	46	37	oxide	oxide	NOUN
ajst-7349	46	38	has	have	VERB
ajst-7349	46	39	a	a	DET
ajst-7349	46	40	significant	significant	ADJ
ajst-7349	46	41	influence	influence	NOUN
ajst-7349	46	42	on	on	ADP
ajst-7349	46	43	the	the	DET
ajst-7349	46	44	presence	presence	NOUN
ajst-7349	46	45	or	or	CCONJ
ajst-7349	46	46	absence	absence	NOUN
ajst-7349	46	47	of	of	ADP
ajst-7349	46	48	weathering	weather	VERB
ajst-7349	46	49	on	on	ADP
ajst-7349	46	50	the	the	DET
ajst-7349	46	51	surface	surface	NOUN
ajst-7349	46	52	,	,	PUNCT
ajst-7349	46	53	so	so	SCONJ
ajst-7349	46	54	it	it	PRON
ajst-7349	46	55	is	be	AUX
ajst-7349	46	56	reasonable	reasonable	ADJ
ajst-7349	46	57	to	to	PART
ajst-7349	46	58	judge	judge	VERB
ajst-7349	46	59	that	that	SCONJ
ajst-7349	46	60	it	it	PRON
ajst-7349	46	61	may	may	AUX
ajst-7349	46	62	cause	cause	VERB
ajst-7349	46	63	overlap	overlap	NOUN
ajst-7349	46	64	in	in	ADP
ajst-7349	46	65	classification	classification	NOUN
ajst-7349	46	66	and	and	CCONJ
ajst-7349	46	67	unreasonable	unreasonable	ADJ
ajst-7349	46	68	classification	classification	NOUN
ajst-7349	46	69	categories	category	NOUN
ajst-7349	46	70	on	on	ADP
ajst-7349	46	71	the	the	DET
ajst-7349	46	72	final	final	ADJ
ajst-7349	46	73	classification	classification	NOUN
ajst-7349	46	74	results	result	NOUN
ajst-7349	46	75	,	,	PUNCT
ajst-7349	46	76	so	so	SCONJ
ajst-7349	46	77	we	we	PRON
ajst-7349	46	78	can	can	AUX
ajst-7349	46	79	use	use	VERB
ajst-7349	46	80	reducing	reduce	VERB
ajst-7349	46	81	the	the	DET
ajst-7349	46	82	component	component	NOUN
ajst-7349	46	83	content	content	NOUN
ajst-7349	46	84	of	of	ADP
ajst-7349	46	85	both	both	PRON
ajst-7349	46	86	of	of	ADP
ajst-7349	46	87	them	they	PRON
ajst-7349	46	88	to	to	PART
ajst-7349	46	89	fit	fit	VERB
ajst-7349	46	90	the	the	DET
ajst-7349	46	91	number	number	NOUN
ajst-7349	46	92	of	of	ADP
ajst-7349	46	93	categories	category	NOUN
ajst-7349	46	94	by	by	ADP
ajst-7349	46	95	elbow	elbow	NOUN
ajst-7349	46	96	rule	rule	NOUN
ajst-7349	46	97	and	and	CCONJ
ajst-7349	46	98	folding	fold	VERB
ajst-7349	46	99	diagram	diagram	NOUN
ajst-7349	46	100	of	of	ADP
ajst-7349	46	101	clustering	clustering	ADJ
ajst-7349	46	102	coefficient	coefficient	NOUN
ajst-7349	46	103	again	again	ADV
ajst-7349	46	104	to	to	PART
ajst-7349	46	105	see	see	VERB
ajst-7349	46	106	whether	whether	SCONJ
ajst-7349	46	107	the	the	DET
ajst-7349	46	108	two	two	NUM
ajst-7349	46	109	have	have	VERB
ajst-7349	46	110	a	a	DET
ajst-7349	46	111	greater	great	ADJ
ajst-7349	46	112	12	12	NUM
ajst-7349	46	113	influence	influence	NOUN
ajst-7349	46	114	on	on	ADP
ajst-7349	46	115	the	the	DET
ajst-7349	46	116	subcategory	subcategory	ADJ
ajst-7349	46	117	classification	classification	NOUN
ajst-7349	46	118	results	result	NOUN
ajst-7349	46	119	of	of	ADP
ajst-7349	46	120	high	high	ADJ
ajst-7349	46	121	potassium	potassium	NOUN
ajst-7349	46	122	glass	glass	NOUN
ajst-7349	46	123	and	and	CCONJ
ajst-7349	46	124	lead	lead	NOUN
ajst-7349	46	125	barium	barium	NOUN
ajst-7349	46	126	glass	glass	NOUN
ajst-7349	46	127	,	,	PUNCT
ajst-7349	46	128	and	and	CCONJ
ajst-7349	46	129	if	if	SCONJ
ajst-7349	46	130	the	the	DET
ajst-7349	46	131	difference	difference	NOUN
ajst-7349	46	132	in	in	ADP
ajst-7349	46	133	influence	influence	NOUN
ajst-7349	46	134	is	be	AUX
ajst-7349	46	135	large	large	ADJ
ajst-7349	46	136	,	,	PUNCT
ajst-7349	46	137	we	we	PRON
ajst-7349	46	138	will	will	AUX
ajst-7349	46	139	classify	classify	VERB
ajst-7349	46	140	them	they	PRON
ajst-7349	46	141	as	as	ADP
ajst-7349	46	142	a	a	DET
ajst-7349	46	143	sensitivity	sensitivity	NOUN
ajst-7349	46	144	factor	factor	NOUN
ajst-7349	46	145	set	set	NOUN
ajst-7349	46	146	.	.	PUNCT
ajst-7349	47	1	we	we	PRON
ajst-7349	47	2	followed	follow	VERB
ajst-7349	47	3	the	the	DET
ajst-7349	47	4	above	above	ADJ
ajst-7349	47	5	steps	step	NOUN
ajst-7349	47	6	to	to	PART
ajst-7349	47	7	plot	plot	VERB
ajst-7349	47	8	the	the	DET
ajst-7349	47	9	aggregation	aggregation	NOUN
ajst-7349	47	10	coefficient	coefficient	NOUN
ajst-7349	47	11	line	line	NOUN
ajst-7349	47	12	graphs	graph	NOUN
ajst-7349	47	13	for	for	ADP
ajst-7349	47	14	both	both	DET
ajst-7349	47	15	raw	raw	ADJ
ajst-7349	47	16	metadata	metadata	NOUN
ajst-7349	47	17	without	without	ADP
ajst-7349	47	18	principal	principal	ADJ
ajst-7349	47	19	component	component	NOUN
ajst-7349	47	20	analysis	analysis	NOUN
ajst-7349	47	21	by	by	ADP
ajst-7349	47	22	excel	excel	NOUN
ajst-7349	47	23	and	and	CCONJ
ajst-7349	47	24	spss	spss	VERB
ajst-7349	47	25	respectively	respectively	ADV
ajst-7349	47	26	for	for	ADP
ajst-7349	47	27	the	the	DET
ajst-7349	47	28	results	result	NOUN
ajst-7349	47	29	after	after	ADP
ajst-7349	47	30	reducing	reduce	VERB
ajst-7349	47	31	the	the	DET
ajst-7349	47	32	content	content	NOUN
ajst-7349	47	33	of	of	ADP
ajst-7349	47	34	treated	treat	VERB
ajst-7349	47	35	components	component	NOUN
ajst-7349	47	36	,	,	PUNCT
ajst-7349	47	37	and	and	CCONJ
ajst-7349	47	38	the	the	DET
ajst-7349	47	39	results	result	NOUN
ajst-7349	47	40	after	after	ADP
ajst-7349	47	41	removing	remove	VERB
ajst-7349	47	42	potassium	potassium	NOUN
ajst-7349	47	43	oxide	oxide	NOUN
ajst-7349	47	44	are	be	AUX
ajst-7349	47	45	as	as	SCONJ
ajst-7349	47	46	follows	follow	VERB
ajst-7349	47	47	:	:	PUNCT
ajst-7349	47	48	figure	figure	NOUN
ajst-7349	47	49	3	3	NUM
ajst-7349	47	50	.	.	NOUN
ajst-7349	47	51	comparison	comparison	NOUN
ajst-7349	47	52	of	of	ADP
ajst-7349	47	53	polymerization	polymerization	NOUN
ajst-7349	47	54	coefficients	coefficient	NOUN
ajst-7349	47	55	of	of	ADP
ajst-7349	47	56	high	high	ADJ
ajst-7349	47	57	potassium	potassium	NOUN
ajst-7349	47	58	glass	glass	NOUN
ajst-7349	47	59	before	before	ADP
ajst-7349	47	60	and	and	CCONJ
ajst-7349	47	61	after	after	ADP
ajst-7349	47	62	removal	removal	NOUN
ajst-7349	47	63	figure	figure	NOUN
ajst-7349	47	64	4	4	NUM
ajst-7349	47	65	.	.	NOUN
ajst-7349	47	66	comparison	comparison	NOUN
ajst-7349	47	67	of	of	ADP
ajst-7349	47	68	polymerization	polymerization	NOUN
ajst-7349	47	69	coefficients	coefficient	NOUN
ajst-7349	47	70	of	of	ADP
ajst-7349	47	71	lead	lead	ADJ
ajst-7349	47	72	-	-	PUNCT
ajst-7349	47	73	barium	barium	NOUN
ajst-7349	47	74	glass	glass	NOUN
ajst-7349	47	75	before	before	ADP
ajst-7349	47	76	and	and	CCONJ
ajst-7349	47	77	after	after	ADP
ajst-7349	47	78	removal	removal	NOUN
ajst-7349	47	79	it	it	PRON
ajst-7349	47	80	can	can	AUX
ajst-7349	47	81	be	be	AUX
ajst-7349	47	82	seen	see	VERB
ajst-7349	47	83	by	by	ADP
ajst-7349	47	84	figures	figure	NOUN
ajst-7349	47	85	4	4	NUM
ajst-7349	47	86	and	and	CCONJ
ajst-7349	47	87	5	5	NUM
ajst-7349	47	88	that	that	SCONJ
ajst-7349	47	89	the	the	DET
ajst-7349	47	90	polymerization	polymerization	NOUN
ajst-7349	47	91	coefficient	coefficient	NOUN
ajst-7349	47	92	fold	fold	NOUN
ajst-7349	47	93	lines	line	NOUN
ajst-7349	47	94	for	for	ADP
ajst-7349	47	95	high	high	ADJ
ajst-7349	47	96	potassium	potassium	NOUN
ajst-7349	47	97	and	and	CCONJ
ajst-7349	47	98	lead	lead	ADJ
ajst-7349	47	99	-	-	PUNCT
ajst-7349	47	100	barium	barium	NOUN
ajst-7349	47	101	glasses	glass	NOUN
ajst-7349	47	102	before	before	ADV
ajst-7349	47	103	and	and	CCONJ
ajst-7349	47	104	after	after	ADP
ajst-7349	47	105	treatment	treatment	NOUN
ajst-7349	47	106	almost	almost	ADV
ajst-7349	47	107	exactly	exactly	ADV
ajst-7349	47	108	overlap	overlap	NOUN
ajst-7349	47	109	,	,	PUNCT
ajst-7349	47	110	indicating	indicate	VERB
ajst-7349	47	111	that	that	SCONJ
ajst-7349	47	112	the	the	DET
ajst-7349	47	113	removal	removal	NOUN
ajst-7349	47	114	of	of	ADP
ajst-7349	47	115	potassium	potassium	NOUN
ajst-7349	47	116	oxide	oxide	NOUN
ajst-7349	47	117	does	do	AUX
ajst-7349	47	118	not	not	PART
ajst-7349	47	119	have	have	VERB
ajst-7349	47	120	a	a	DET
ajst-7349	47	121	significant	significant	ADJ
ajst-7349	47	122	effect	effect	NOUN
ajst-7349	47	123	on	on	ADP
ajst-7349	47	124	the	the	DET
ajst-7349	47	125	final	final	ADJ
ajst-7349	47	126	subclassification	subclassification	NOUN
ajst-7349	47	127	of	of	ADP
ajst-7349	47	128	both	both	PRON
ajst-7349	47	129	of	of	ADP
ajst-7349	47	130	them	they	PRON
ajst-7349	47	131	,	,	PUNCT
ajst-7349	47	132	i.e.	i.e.	X
ajst-7349	47	133	indicating	indicate	VERB
ajst-7349	47	134	that	that	SCONJ
ajst-7349	47	135	potassium	potassium	NOUN
ajst-7349	47	136	oxide	oxide	NOUN
ajst-7349	47	137	is	be	AUX
ajst-7349	47	138	not	not	PART
ajst-7349	47	139	a	a	DET
ajst-7349	47	140	sensitive	sensitive	ADJ
ajst-7349	47	141	set	set	NOUN
ajst-7349	47	142	of	of	ADP
ajst-7349	47	143	factors	factor	NOUN
ajst-7349	47	144	for	for	ADP
ajst-7349	47	145	the	the	DET
ajst-7349	47	146	samples	sample	NOUN
ajst-7349	47	147	.	.	PUNCT
ajst-7349	48	1	and	and	CCONJ
ajst-7349	48	2	the	the	DET
ajst-7349	48	3	results	result	NOUN
ajst-7349	48	4	after	after	ADP
ajst-7349	48	5	removing	remove	VERB
ajst-7349	48	6	silica	silica	NOUN
ajst-7349	48	7	are	be	AUX
ajst-7349	48	8	as	as	SCONJ
ajst-7349	48	9	follows	follow	VERB
ajst-7349	48	10	:	:	PUNCT
ajst-7349	48	11	figure	figure	NOUN
ajst-7349	48	12	5	5	NUM
ajst-7349	48	13	.	.	PUNCT
ajst-7349	48	14	comparison	comparison	NOUN
ajst-7349	48	15	of	of	ADP
ajst-7349	48	16	polymerization	polymerization	NOUN
ajst-7349	48	17	coefficients	coefficient	NOUN
ajst-7349	48	18	of	of	ADP
ajst-7349	48	19	high	high	ADJ
ajst-7349	48	20	potassium	potassium	NOUN
ajst-7349	48	21	glass	glass	NOUN
ajst-7349	48	22	before	before	ADP
ajst-7349	48	23	and	and	CCONJ
ajst-7349	48	24	after	after	ADP
ajst-7349	48	25	removal	removal	NOUN
ajst-7349	48	26	13	13	NUM
ajst-7349	48	27	figure	figure	NOUN
ajst-7349	48	28	6	6	NUM
ajst-7349	48	29	.	.	PUNCT
ajst-7349	48	30	comparison	comparison	NOUN
ajst-7349	48	31	of	of	ADP
ajst-7349	48	32	polymerization	polymerization	NOUN
ajst-7349	48	33	coefficients	coefficient	NOUN
ajst-7349	48	34	of	of	ADP
ajst-7349	48	35	lead	lead	ADJ
ajst-7349	48	36	-	-	PUNCT
ajst-7349	48	37	barium	barium	NOUN
ajst-7349	48	38	glass	glass	NOUN
ajst-7349	48	39	before	before	ADP
ajst-7349	48	40	and	and	CCONJ
ajst-7349	48	41	after	after	ADP
ajst-7349	48	42	removal	removal	NOUN
ajst-7349	48	43	figure	figure	NOUN
ajst-7349	48	44	6	6	NUM
ajst-7349	48	45	shows	show	VERB
ajst-7349	48	46	that	that	SCONJ
ajst-7349	48	47	the	the	DET
ajst-7349	48	48	removal	removal	NOUN
ajst-7349	48	49	of	of	ADP
ajst-7349	48	50	silica	silica	NOUN
ajst-7349	48	51	has	have	VERB
ajst-7349	48	52	a	a	DET
ajst-7349	48	53	significant	significant	ADJ
ajst-7349	48	54	effect	effect	NOUN
ajst-7349	48	55	on	on	ADP
ajst-7349	48	56	the	the	DET
ajst-7349	48	57	classification	classification	NOUN
ajst-7349	48	58	of	of	ADP
ajst-7349	48	59	the	the	DET
ajst-7349	48	60	subclasses	subclass	NOUN
ajst-7349	48	61	of	of	ADP
ajst-7349	48	62	high	high	ADJ
ajst-7349	48	63	potassium	potassium	NOUN
ajst-7349	48	64	glass	glass	NOUN
ajst-7349	48	65	,	,	PUNCT
ajst-7349	48	66	with	with	ADP
ajst-7349	48	67	a	a	DET
ajst-7349	48	68	large	large	ADJ
ajst-7349	48	69	difference	difference	NOUN
ajst-7349	48	70	in	in	ADP
ajst-7349	48	71	the	the	DET
ajst-7349	48	72	degree	degree	NOUN
ajst-7349	48	73	of	of	ADP
ajst-7349	48	74	trend	trend	NOUN
ajst-7349	48	75	;	;	PUNCT
ajst-7349	48	76	figure	figure	NOUN
ajst-7349	48	77	7	7	NUM
ajst-7349	48	78	shows	show	VERB
ajst-7349	48	79	that	that	SCONJ
ajst-7349	48	80	although	although	SCONJ
ajst-7349	48	81	the	the	DET
ajst-7349	48	82	folds	fold	NOUN
ajst-7349	48	83	do	do	AUX
ajst-7349	48	84	not	not	PART
ajst-7349	48	85	overlap	overlap	VERB
ajst-7349	48	86	or	or	CCONJ
ajst-7349	48	87	are	be	AUX
ajst-7349	48	88	close	close	ADJ
ajst-7349	48	89	before	before	ADV
ajst-7349	48	90	and	and	CCONJ
ajst-7349	48	91	after	after	ADP
ajst-7349	48	92	the	the	DET
ajst-7349	48	93	treatment	treatment	NOUN
ajst-7349	48	94	,	,	PUNCT
ajst-7349	48	95	the	the	DET
ajst-7349	48	96	degree	degree	NOUN
ajst-7349	48	97	of	of	ADP
ajst-7349	48	98	trend	trend	NOUN
ajst-7349	48	99	of	of	ADP
ajst-7349	48	100	the	the	DET
ajst-7349	48	101	two	two	NUM
ajst-7349	48	102	folds	fold	NOUN
ajst-7349	48	103	is	be	AUX
ajst-7349	48	104	similar	similar	ADJ
ajst-7349	48	105	,	,	PUNCT
ajst-7349	48	106	and	and	CCONJ
ajst-7349	48	107	then	then	ADV
ajst-7349	48	108	the	the	DET
ajst-7349	48	109	elbow	elbow	NOUN
ajst-7349	48	110	rule	rule	NOUN
ajst-7349	48	111	shows	show	VERB
ajst-7349	48	112	that	that	SCONJ
ajst-7349	48	113	the	the	DET
ajst-7349	48	114	classification	classification	NOUN
ajst-7349	48	115	results	result	NOUN
ajst-7349	48	116	of	of	ADP
ajst-7349	48	117	the	the	DET
ajst-7349	48	118	two	two	NUM
ajst-7349	48	119	are	be	AUX
ajst-7349	48	120	not	not	PART
ajst-7349	48	121	significantly	significantly	ADV
ajst-7349	48	122	different	different	ADJ
ajst-7349	48	123	.	.	PUNCT
ajst-7349	49	1	therefore	therefore	ADV
ajst-7349	49	2	,	,	PUNCT
ajst-7349	49	3	it	it	PRON
ajst-7349	49	4	can	can	AUX
ajst-7349	49	5	be	be	AUX
ajst-7349	49	6	seen	see	VERB
ajst-7349	49	7	that	that	SCONJ
ajst-7349	49	8	the	the	DET
ajst-7349	49	9	reduction	reduction	NOUN
ajst-7349	49	10	data	datum	NOUN
ajst-7349	49	11	do	do	AUX
ajst-7349	49	12	not	not	PART
ajst-7349	49	13	have	have	VERB
ajst-7349	49	14	a	a	DET
ajst-7349	49	15	large	large	ADJ
ajst-7349	49	16	impact	impact	NOUN
ajst-7349	49	17	on	on	ADP
ajst-7349	49	18	the	the	DET
ajst-7349	49	19	final	final	ADJ
ajst-7349	49	20	classification	classification	NOUN
ajst-7349	49	21	results	result	NOUN
ajst-7349	49	22	of	of	ADP
ajst-7349	49	23	lead	lead	ADJ
ajst-7349	49	24	-	-	PUNCT
ajst-7349	49	25	barium	barium	NOUN
ajst-7349	49	26	glass	glass	NOUN
ajst-7349	49	27	,	,	PUNCT
ajst-7349	49	28	while	while	SCONJ
ajst-7349	49	29	for	for	ADP
ajst-7349	49	30	high	high	ADJ
ajst-7349	49	31	potassium	potassium	NOUN
ajst-7349	49	32	glass	glass	NOUN
ajst-7349	49	33	,	,	PUNCT
ajst-7349	49	34	the	the	DET
ajst-7349	49	35	composition	composition	NOUN
ajst-7349	49	36	content	content	NOUN
ajst-7349	49	37	of	of	ADP
ajst-7349	49	38	silica	silica	NOUN
ajst-7349	49	39	can	can	AUX
ajst-7349	49	40	be	be	AUX
ajst-7349	49	41	classified	classify	VERB
ajst-7349	49	42	as	as	ADP
ajst-7349	49	43	a	a	DET
ajst-7349	49	44	sensitive	sensitive	ADJ
ajst-7349	49	45	set	set	NOUN
ajst-7349	49	46	of	of	ADP
ajst-7349	49	47	factors	factor	NOUN
ajst-7349	49	48	for	for	ADP
ajst-7349	49	49	its	its	PRON
ajst-7349	49	50	results	result	NOUN
ajst-7349	49	51	.	.	PUNCT
ajst-7349	50	1	4	4	X
ajst-7349	50	2	.	.	X
ajst-7349	50	3	conclusion	conclusion	NOUN
ajst-7349	50	4	this	this	DET
ajst-7349	50	5	paper	paper	NOUN
ajst-7349	50	6	focuses	focus	VERB
ajst-7349	50	7	on	on	ADP
ajst-7349	50	8	the	the	DET
ajst-7349	50	9	application	application	NOUN
ajst-7349	50	10	of	of	ADP
ajst-7349	50	11	cluster	cluster	NOUN
ajst-7349	50	12	analysis	analysis	NOUN
ajst-7349	50	13	and	and	CCONJ
ajst-7349	50	14	principal	principal	ADJ
ajst-7349	50	15	component	component	NOUN
ajst-7349	50	16	analysis	analysis	NOUN
ajst-7349	50	17	algorithm	algorithm	NOUN
ajst-7349	50	18	models	model	NOUN
ajst-7349	50	19	.	.	PUNCT
ajst-7349	51	1	in	in	ADP
ajst-7349	51	2	the	the	DET
ajst-7349	51	3	study	study	NOUN
ajst-7349	51	4	we	we	PRON
ajst-7349	51	5	positioned	position	VERB
ajst-7349	51	6	the	the	DET
ajst-7349	51	7	experimental	experimental	ADJ
ajst-7349	51	8	object	object	NOUN
ajst-7349	51	9	to	to	ADP
ajst-7349	51	10	the	the	DET
ajst-7349	51	11	identification	identification	NOUN
ajst-7349	51	12	of	of	ADP
ajst-7349	51	13	the	the	DET
ajst-7349	51	14	category	category	NOUN
ajst-7349	51	15	of	of	ADP
ajst-7349	51	16	glass	glass	NOUN
ajst-7349	51	17	artifacts	artifact	NOUN
ajst-7349	51	18	,	,	PUNCT
ajst-7349	51	19	and	and	CCONJ
ajst-7349	51	20	in	in	ADP
ajst-7349	51	21	the	the	DET
ajst-7349	51	22	identification	identification	NOUN
ajst-7349	51	23	work	work	NOUN
ajst-7349	51	24	we	we	PRON
ajst-7349	51	25	mainly	mainly	ADV
ajst-7349	51	26	through	through	ADP
ajst-7349	51	27	the	the	DET
ajst-7349	51	28	above	above	ADJ
ajst-7349	51	29	model	model	NOUN
ajst-7349	51	30	algorithm	algorithm	NOUN
ajst-7349	51	31	for	for	ADP
ajst-7349	51	32	its	its	PRON
ajst-7349	51	33	different	different	ADJ
ajst-7349	51	34	artifacts	artifact	NOUN
ajst-7349	51	35	sub	sub	NOUN
ajst-7349	51	36	-	-	NOUN
ajst-7349	51	37	classification	classification	ADJ
ajst-7349	51	38	,	,	PUNCT
ajst-7349	51	39	the	the	DET
ajst-7349	51	40	glass	glass	NOUN
ajst-7349	51	41	artifacts	artifact	VERB
ajst-7349	51	42	into	into	ADP
ajst-7349	51	43	six	six	NUM
ajst-7349	51	44	categories	category	NOUN
ajst-7349	51	45	,	,	PUNCT
ajst-7349	51	46	lead	lead	VERB
ajst-7349	51	47	barium	barium	NOUN
ajst-7349	51	48	glass	glass	NOUN
ajst-7349	51	49	into	into	ADP
ajst-7349	51	50	seven	seven	NUM
ajst-7349	51	51	categories	category	NOUN
ajst-7349	51	52	,	,	PUNCT
ajst-7349	51	53	and	and	CCONJ
ajst-7349	51	54	the	the	DET
ajst-7349	51	55	category	category	NOUN
ajst-7349	51	56	content	content	NOUN
ajst-7349	51	57	is	be	AUX
ajst-7349	51	58	based	base	VERB
ajst-7349	51	59	on	on	ADP
ajst-7349	51	60	the	the	DET
ajst-7349	51	61	analysis	analysis	NOUN
ajst-7349	51	62	of	of	ADP
ajst-7349	51	63	chemical	chemical	ADJ
ajst-7349	51	64	composition	composition	NOUN
ajst-7349	51	65	of	of	ADP
ajst-7349	51	66	the	the	DET
ajst-7349	51	67	artifacts	artifact	NOUN
ajst-7349	51	68	sampling	sample	VERB
ajst-7349	51	69	points	point	NOUN
ajst-7349	51	70	,	,	PUNCT
ajst-7349	51	71	and	and	CCONJ
ajst-7349	51	72	then	then	ADV
ajst-7349	51	73	through	through	ADP
ajst-7349	51	74	sensitivity	sensitivity	NOUN
ajst-7349	51	75	analysis	analysis	NOUN
ajst-7349	51	76	of	of	ADP
ajst-7349	51	77	its	its	PRON
ajst-7349	51	78	classification	classification	NOUN
ajst-7349	51	79	results	result	NOUN
ajst-7349	51	80	for	for	ADP
ajst-7349	51	81	a	a	DET
ajst-7349	51	82	certain	certain	ADJ
ajst-7349	51	83	evaluation	evaluation	NOUN
ajst-7349	51	84	and	and	CCONJ
ajst-7349	51	85	test	test	NOUN
ajst-7349	51	86	,	,	PUNCT
ajst-7349	51	87	the	the	DET
ajst-7349	51	88	results	result	NOUN
ajst-7349	51	89	obtained	obtain	VERB
ajst-7349	51	90	the	the	DET
ajst-7349	51	91	classification	classification	NOUN
ajst-7349	51	92	results	result	NOUN
ajst-7349	51	93	are	be	AUX
ajst-7349	51	94	less	less	ADV
ajst-7349	51	95	affected	affect	VERB
ajst-7349	51	96	by	by	ADP
ajst-7349	51	97	some	some	DET
ajst-7349	51	98	chemical	chemical	NOUN
ajst-7349	51	99	composition	composition	NOUN
ajst-7349	51	100	.	.	PUNCT
ajst-7349	52	1	the	the	DET
ajst-7349	52	2	results	result	NOUN
ajst-7349	52	3	obtained	obtain	VERB
ajst-7349	52	4	the	the	DET
ajst-7349	52	5	classification	classification	NOUN
ajst-7349	52	6	results	result	NOUN
ajst-7349	52	7	of	of	ADP
ajst-7349	52	8	the	the	DET
ajst-7349	52	9	method	method	NOUN
ajst-7349	52	10	is	be	AUX
ajst-7349	52	11	less	less	ADV
ajst-7349	52	12	affected	affect	VERB
ajst-7349	52	13	by	by	ADP
ajst-7349	52	14	some	some	PRON
ajst-7349	52	15	of	of	ADP
ajst-7349	52	16	the	the	DET
ajst-7349	52	17	chemical	chemical	NOUN
ajst-7349	52	18	composition	composition	NOUN
ajst-7349	52	19	,	,	PUNCT
ajst-7349	52	20	the	the	DET
ajst-7349	52	21	type	type	NOUN
ajst-7349	52	22	of	of	ADP
ajst-7349	52	23	cultural	cultural	ADJ
ajst-7349	52	24	relics	relic	NOUN
ajst-7349	52	25	for	for	ADP
ajst-7349	52	26	the	the	DET
ajst-7349	52	27	identification	identification	NOUN
ajst-7349	52	28	of	of	ADP
ajst-7349	52	29	the	the	DET
ajst-7349	52	30	problem	problem	NOUN
ajst-7349	52	31	brings	bring	VERB
ajst-7349	52	32	a	a	DET
ajst-7349	52	33	valuable	valuable	ADJ
ajst-7349	52	34	reference	reference	NOUN
ajst-7349	52	35	to	to	PART
ajst-7349	52	36	improve	improve	VERB
ajst-7349	52	37	the	the	DET
ajst-7349	52	38	accuracy	accuracy	NOUN
ajst-7349	52	39	and	and	CCONJ
ajst-7349	52	40	efficiency	efficiency	NOUN
ajst-7349	52	41	of	of	ADP
ajst-7349	52	42	identification	identification	NOUN
ajst-7349	52	43	.	.	PUNCT
ajst-7349	53	1	acknowledgment	acknowledgment	NOUN
ajst-7349	53	2	the	the	DET
ajst-7349	53	3	authors	author	NOUN
ajst-7349	53	4	gratefully	gratefully	ADV
ajst-7349	53	5	acknowledge	acknowledge	VERB
ajst-7349	53	6	the	the	DET
ajst-7349	53	7	financial	financial	ADJ
ajst-7349	53	8	support	support	NOUN
ajst-7349	53	9	from	from	ADP
ajst-7349	53	10	innovation	innovation	NOUN
ajst-7349	53	11	and	and	CCONJ
ajst-7349	53	12	entrepreneurship	entrepreneurship	NOUN
ajst-7349	53	13	training	training	NOUN
ajst-7349	53	14	program	program	NOUN
ajst-7349	53	15	of	of	ADP
ajst-7349	53	16	wuhan	wuhan	PROPN
ajst-7349	53	17	business	business	PROPN
ajst-7349	53	18	university	university	PROPN
ajst-7349	53	19	(	(	PUNCT
ajst-7349	53	20	202211654165	202211654165	NUM
ajst-7349	53	21	)	)	PUNCT
ajst-7349	53	22	,	,	PUNCT
ajst-7349	54	1	teaching	teach	VERB
ajst-7349	54	2	reform	reform	NOUN
ajst-7349	54	3	research	research	NOUN
ajst-7349	54	4	project	project	NOUN
ajst-7349	54	5	of	of	ADP
ajst-7349	54	6	wuhan	wuhan	PROPN
ajst-7349	54	7	business	business	PROPN
ajst-7349	54	8	university	university	PROPN
ajst-7349	54	9	(	(	PUNCT
ajst-7349	54	10	2022y009	2022y009	NUM
ajst-7349	54	11	)	)	PUNCT
ajst-7349	54	12	.	.	PUNCT
ajst-7349	55	1	references	reference	NOUN
ajst-7349	55	2	[	[	X
ajst-7349	55	3	1	1	NUM
ajst-7349	55	4	]	]	X
ajst-7349	55	5	guo	guo	PROPN
ajst-7349	55	6	m	m	PROPN
ajst-7349	55	7	,	,	PUNCT
ajst-7349	55	8	li	li	PROPN
ajst-7349	55	9	d	d	PROPN
ajst-7349	55	10	,	,	PUNCT
ajst-7349	55	11	li	li	PROPN
ajst-7349	55	12	y	y	PROPN
ajst-7349	55	13	,	,	PUNCT
ajst-7349	55	14	et	et	PROPN
ajst-7349	56	1	al	al	PROPN
ajst-7349	56	2	.	.	PROPN
ajst-7349	56	3	comprehensive	comprehensive	ADJ
ajst-7349	56	4	evaluation	evaluation	NOUN
ajst-7349	56	5	of	of	ADP
ajst-7349	56	6	jihua	jihua	PROPN
ajst-7349	56	7	peanut	peanut	NOUN
ajst-7349	56	8	varieties	variety	NOUN
ajst-7349	56	9	with	with	ADP
ajst-7349	56	10	high	high	ADJ
ajst-7349	56	11	oleic	oleic	NOUN
ajst-7349	56	12	acid	acid	NOUN
ajst-7349	56	13	based	base	VERB
ajst-7349	56	14	on	on	ADP
ajst-7349	56	15	principal	principal	ADJ
ajst-7349	56	16	component	component	NOUN
ajst-7349	56	17	and	and	CCONJ
ajst-7349	56	18	cluster	cluster	NOUN
ajst-7349	56	19	analysis[j	analysis[j	PROPN
ajst-7349	56	20	]	]	PUNCT
ajst-7349	56	21	.	.	PUNCT
ajst-7349	57	1	chinese	chinese	ADJ
ajst-7349	57	2	journal	journal	PROPN
ajst-7349	57	3	of	of	ADP
ajst-7349	57	4	oil	oil	NOUN
ajst-7349	57	5	crop	crop	NOUN
ajst-7349	57	6	sciences	science	NOUN
ajst-7349	57	7	,	,	PUNCT
ajst-7349	57	8	2022	2022	NUM
ajst-7349	57	9	,	,	PUNCT
ajst-7349	57	10	44(6	44(6	NOUN
ajst-7349	57	11	):	):	PUNCT
ajst-7349	57	12	1210	1210	NUM
ajst-7349	57	13	.	.	PUNCT
ajst-7349	58	1	[	[	X
ajst-7349	58	2	2	2	NUM
ajst-7349	58	3	]	]	X
ajst-7349	58	4	lei	lei	PROPN
ajst-7349	58	5	yue	yue	PROPN
ajst-7349	58	6	,	,	PUNCT
ajst-7349	58	7	gong	gong	PROPN
ajst-7349	58	8	yanlong	yanlong	PROPN
ajst-7349	58	9	,	,	PUNCT
ajst-7349	58	10	deng	deng	PROPN
ajst-7349	58	11	ruyue	ruyue	PROPN
ajst-7349	58	12	,	,	PUNCT
ajst-7349	58	13	et	et	PROPN
ajst-7349	59	1	al	al	PROPN
ajst-7349	59	2	.	.	PROPN
ajst-7349	59	3	comprehensive	comprehensive	ADJ
ajst-7349	59	4	evaluation	evaluation	NOUN
ajst-7349	59	5	of	of	ADP
ajst-7349	59	6	quality	quality	NOUN
ajst-7349	59	7	characteristics	characteristic	NOUN
ajst-7349	59	8	of	of	ADP
ajst-7349	59	9	parboiled	parboil	VERB
ajst-7349	59	10	rice	rice	NOUN
ajst-7349	59	11	based	base	VERB
ajst-7349	59	12	on	on	ADP
ajst-7349	59	13	principal	principal	ADJ
ajst-7349	59	14	component	component	NOUN
ajst-7349	59	15	analysis	analysis	NOUN
ajst-7349	59	16	and	and	CCONJ
ajst-7349	59	17	cluster	cluster	NOUN
ajst-7349	59	18	analysis[j	analysis[j	PROPN
ajst-7349	59	19	]	]	PUNCT
ajst-7349	59	20	.	.	PUNCT
ajst-7349	60	1	science	science	NOUN
ajst-7349	60	2	and	and	CCONJ
ajst-7349	60	3	technology	technology	NOUN
ajst-7349	60	4	of	of	ADP
ajst-7349	60	5	food	food	NOUN
ajst-7349	60	6	industry	industry	NOUN
ajst-7349	60	7	,	,	PUNCT
ajst-7349	60	8	2021	2021	NUM
ajst-7349	60	9	,	,	PUNCT
ajst-7349	60	10	42(7	42(7	NUM
ajst-7349	60	11	):	):	PUNCT
ajst-7349	60	12	258	258	NUM
ajst-7349	60	13	-	-	SYM
ajst-7349	60	14	267	267	NUM
ajst-7349	60	15	.	.	PUNCT
ajst-7349	61	1	[	[	X
ajst-7349	61	2	3	3	X
ajst-7349	61	3	]	]	PUNCT
ajst-7349	61	4	xu	xu	PROPN
ajst-7349	61	5	qingyu	qingyu	PROPN
ajst-7349	61	6	,	,	PUNCT
ajst-7349	61	7	yu	yu	PROPN
ajst-7349	61	8	jing	jing	PROPN
ajst-7349	61	9	,	,	PUNCT
ajst-7349	61	10	zhu	zhu	PROPN
ajst-7349	61	11	dawei	dawei	PROPN
ajst-7349	61	12	,	,	PUNCT
ajst-7349	61	13	zheng	zheng	PROPN
ajst-7349	61	14	xiaolong	xiaolong	PROPN
ajst-7349	61	15	,	,	PUNCT
ajst-7349	61	16	meng	meng	PROPN
ajst-7349	61	17	lingqi	lingqi	PROPN
ajst-7349	61	18	,	,	PUNCT
ajst-7349	61	19	zhu	zhu	PROPN
ajst-7349	61	20	zhiwei	zhiwei	PROPN
ajst-7349	61	21	,	,	PUNCT
ajst-7349	61	22	shao	shao	PROPN
ajst-7349	61	23	yafang	yafang	PROPN
ajst-7349	61	24	.	.	PUNCT
ajst-7349	61	25	nutritional	nutritional	ADJ
ajst-7349	61	26	quality	quality	NOUN
ajst-7349	61	27	evaluation	evaluation	NOUN
ajst-7349	61	28	of	of	ADP
ajst-7349	61	29	different	different	ADJ
ajst-7349	61	30	rice	rice	NOUN
ajst-7349	61	31	varieties	variety	NOUN
ajst-7349	61	32	based	base	VERB
ajst-7349	61	33	on	on	ADP
ajst-7349	61	34	principal	principal	ADJ
ajst-7349	61	35	component	component	NOUN
ajst-7349	61	36	analysis	analysis	NOUN
ajst-7349	61	37	and	and	CCONJ
ajst-7349	61	38	cluster	cluster	NOUN
ajst-7349	61	39	analysis[j	analysis[j	PROPN
ajst-7349	61	40	]	]	PUNCT
ajst-7349	61	41	.	.	PUNCT
ajst-7349	62	1	china	china	PROPN
ajst-7349	62	2	rice	rice	PROPN
ajst-7349	62	3	,	,	PUNCT
ajst-7349	62	4	2022	2022	NUM
ajst-7349	62	5	,	,	PUNCT
ajst-7349	62	6	28(6	28(6	NUM
ajst-7349	62	7	):	):	PUNCT
ajst-7349	62	8	1	1	NUM
ajst-7349	62	9	-	-	SYM
ajst-7349	62	10	8	8	NUM
ajst-7349	62	11	.	.	PUNCT