id	sid	tid	token	lemma	pos
fcis-13836	1	1	frontiers	frontier	NOUN
fcis-13836	1	2	in	in	ADP
fcis-13836	1	3	computing	computing	NOUN
fcis-13836	1	4	and	and	CCONJ
fcis-13836	1	5	intelligent	intelligent	ADJ
fcis-13836	1	6	systems	system	NOUN
fcis-13836	1	7	issn	issn	VERB
fcis-13836	1	8	:	:	PUNCT
fcis-13836	1	9	2832	2832	NUM
fcis-13836	1	10	-	-	SYM
fcis-13836	1	11	6024	6024	NUM
fcis-13836	1	12	|	|	NOUN
fcis-13836	1	13	vol	vol	NOUN
fcis-13836	1	14	.	.	PROPN
fcis-13836	2	1	5	5	NUM
fcis-13836	2	2	,	,	PUNCT
fcis-13836	2	3	no	no	INTJ
fcis-13836	2	4	.	.	NOUN
fcis-13836	2	5	3	3	NUM
fcis-13836	2	6	,	,	PUNCT
fcis-13836	2	7	2023	2023	NUM
fcis-13836	2	8	14	14	NUM
fcis-13836	2	9	algorithm	algorithm	NOUN
fcis-13836	2	10	optimization	optimization	NOUN
fcis-13836	2	11	and	and	CCONJ
fcis-13836	2	12	performance	performance	NOUN
fcis-13836	2	13	improvement	improvement	NOUN
fcis-13836	2	14	of	of	ADP
fcis-13836	2	15	data	datum	NOUN
fcis-13836	2	16	visualization	visualization	NOUN
fcis-13836	2	17	analysis	analysis	NOUN
fcis-13836	2	18	platform	platform	NOUN
fcis-13836	2	19	based	base	VERB
fcis-13836	2	20	on	on	ADP
fcis-13836	2	21	artificial	artificial	ADJ
fcis-13836	2	22	intelligence	intelligence	NOUN
fcis-13836	2	23	zepeng	zepeng	PROPN
fcis-13836	2	24	shen	shen	PROPN
fcis-13836	2	25	shaanxi	shaanxi	PROPN
fcis-13836	2	26	university	university	PROPN
fcis-13836	2	27	of	of	ADP
fcis-13836	2	28	technology	technology	PROPN
fcis-13836	2	29	,	,	PUNCT
fcis-13836	2	30	shaanxi	shaanxi	PROPN
fcis-13836	2	31	723001	723001	NUM
fcis-13836	2	32	,	,	PUNCT
fcis-13836	2	33	china	china	PROPN
fcis-13836	2	34	abstract	abstract	PROPN
fcis-13836	2	35	:	:	PUNCT
fcis-13836	3	1	with	with	ADP
fcis-13836	3	2	the	the	DET
fcis-13836	3	3	rapid	rapid	ADJ
fcis-13836	3	4	development	development	NOUN
fcis-13836	3	5	of	of	ADP
fcis-13836	3	6	artificial	artificial	ADJ
fcis-13836	3	7	intelligence	intelligence	NOUN
fcis-13836	3	8	,	,	PUNCT
fcis-13836	3	9	data	datum	NOUN
fcis-13836	3	10	visualization	visualization	NOUN
fcis-13836	3	11	analysis	analysis	NOUN
fcis-13836	3	12	platforms	platform	NOUN
fcis-13836	3	13	have	have	AUX
fcis-13836	3	14	been	be	AUX
fcis-13836	3	15	widely	widely	ADV
fcis-13836	3	16	applied	apply	VERB
fcis-13836	3	17	in	in	ADP
fcis-13836	3	18	various	various	ADJ
fcis-13836	3	19	fields	field	NOUN
fcis-13836	3	20	.	.	PUNCT
fcis-13836	4	1	this	this	DET
fcis-13836	4	2	study	study	NOUN
fcis-13836	4	3	mainly	mainly	ADV
fcis-13836	4	4	explores	explore	VERB
fcis-13836	4	5	the	the	DET
fcis-13836	4	6	optimization	optimization	NOUN
fcis-13836	4	7	and	and	CCONJ
fcis-13836	4	8	performance	performance	NOUN
fcis-13836	4	9	improvement	improvement	NOUN
fcis-13836	4	10	of	of	ADP
fcis-13836	4	11	algorithms	algorithm	NOUN
fcis-13836	4	12	for	for	ADP
fcis-13836	4	13	data	data	NOUN
fcis-13836	4	14	visualization	visualization	NOUN
fcis-13836	4	15	analysis	analysis	NOUN
fcis-13836	4	16	platforms	platform	NOUN
fcis-13836	4	17	based	base	VERB
fcis-13836	4	18	on	on	ADP
fcis-13836	4	19	artificial	artificial	ADJ
fcis-13836	4	20	intelligence	intelligence	NOUN
fcis-13836	4	21	.	.	PUNCT
fcis-13836	5	1	firstly	firstly	ADV
fcis-13836	5	2	,	,	PUNCT
fcis-13836	5	3	the	the	DET
fcis-13836	5	4	definition	definition	NOUN
fcis-13836	5	5	of	of	ADP
fcis-13836	5	6	a	a	DET
fcis-13836	5	7	data	data	NOUN
fcis-13836	5	8	visualization	visualization	NOUN
fcis-13836	5	9	analysis	analysis	NOUN
fcis-13836	5	10	platform	platform	NOUN
fcis-13836	5	11	and	and	CCONJ
fcis-13836	5	12	the	the	DET
fcis-13836	5	13	application	application	NOUN
fcis-13836	5	14	of	of	ADP
fcis-13836	5	15	artificial	artificial	ADJ
fcis-13836	5	16	intelligence	intelligence	NOUN
fcis-13836	5	17	in	in	ADP
fcis-13836	5	18	it	it	PRON
fcis-13836	5	19	were	be	AUX
fcis-13836	5	20	introduced	introduce	VERB
fcis-13836	5	21	,	,	PUNCT
fcis-13836	5	22	and	and	CCONJ
fcis-13836	5	23	the	the	DET
fcis-13836	5	24	current	current	ADJ
fcis-13836	5	25	problems	problem	NOUN
fcis-13836	5	26	and	and	CCONJ
fcis-13836	5	27	challenges	challenge	NOUN
fcis-13836	5	28	were	be	AUX
fcis-13836	5	29	pointed	point	VERB
fcis-13836	5	30	out	out	ADP
fcis-13836	5	31	.	.	PUNCT
fcis-13836	6	1	then	then	ADV
fcis-13836	6	2	,	,	PUNCT
fcis-13836	6	3	a	a	DET
fcis-13836	6	4	discussion	discussion	NOUN
fcis-13836	6	5	was	be	AUX
fcis-13836	6	6	conducted	conduct	VERB
fcis-13836	6	7	on	on	ADP
fcis-13836	6	8	algorithm	algorithm	NOUN
fcis-13836	6	9	optimization	optimization	NOUN
fcis-13836	6	10	for	for	ADP
fcis-13836	6	11	various	various	ADJ
fcis-13836	6	12	stages	stage	NOUN
fcis-13836	6	13	of	of	ADP
fcis-13836	6	14	research	research	NOUN
fcis-13836	6	15	,	,	PUNCT
fcis-13836	6	16	including	include	VERB
fcis-13836	6	17	data	datum	NOUN
fcis-13836	6	18	preprocessing	preprocessing	NOUN
fcis-13836	6	19	,	,	PUNCT
fcis-13836	6	20	data	datum	NOUN
fcis-13836	6	21	clustering	clustering	NOUN
fcis-13836	6	22	,	,	PUNCT
fcis-13836	6	23	data	datum	NOUN
fcis-13836	6	24	classification	classification	NOUN
fcis-13836	6	25	,	,	PUNCT
fcis-13836	6	26	and	and	CCONJ
fcis-13836	6	27	optimization	optimization	NOUN
fcis-13836	6	28	of	of	ADP
fcis-13836	6	29	data	datum	NOUN
fcis-13836	6	30	association	association	PROPN
fcis-13836	6	31	analysis	analysis	NOUN
fcis-13836	6	32	algorithms	algorithm	NOUN
fcis-13836	6	33	.	.	PUNCT
fcis-13836	7	1	subsequently	subsequently	ADV
fcis-13836	7	2	,	,	PUNCT
fcis-13836	7	3	the	the	DET
fcis-13836	7	4	study	study	NOUN
fcis-13836	7	5	proposed	propose	VERB
fcis-13836	7	6	some	some	DET
fcis-13836	7	7	performance	performance	NOUN
fcis-13836	7	8	improvement	improvement	NOUN
fcis-13836	7	9	methods	method	NOUN
fcis-13836	7	10	,	,	PUNCT
fcis-13836	7	11	including	include	VERB
fcis-13836	7	12	the	the	DET
fcis-13836	7	13	application	application	NOUN
fcis-13836	7	14	of	of	ADP
fcis-13836	7	15	parallel	parallel	ADJ
fcis-13836	7	16	computing	computing	NOUN
fcis-13836	7	17	technology	technology	NOUN
fcis-13836	7	18	,	,	PUNCT
fcis-13836	7	19	distributed	distribute	VERB
fcis-13836	7	20	computing	computing	NOUN
fcis-13836	7	21	technology	technology	NOUN
fcis-13836	7	22	,	,	PUNCT
fcis-13836	7	23	data	datum	NOUN
fcis-13836	7	24	compression	compression	NOUN
fcis-13836	7	25	technology	technology	NOUN
fcis-13836	7	26	,	,	PUNCT
fcis-13836	7	27	and	and	CCONJ
fcis-13836	7	28	data	datum	NOUN
fcis-13836	7	29	indexing	indexing	NOUN
fcis-13836	7	30	technology	technology	NOUN
fcis-13836	7	31	.	.	PUNCT
fcis-13836	8	1	keywords	keyword	NOUN
fcis-13836	8	2	:	:	PUNCT
fcis-13836	8	3	artificial	artificial	ADJ
fcis-13836	8	4	intelligence	intelligence	NOUN
fcis-13836	8	5	;	;	PUNCT
fcis-13836	8	6	data	datum	NOUN
fcis-13836	8	7	visualization	visualization	NOUN
fcis-13836	8	8	analysis	analysis	NOUN
fcis-13836	8	9	platform	platform	NOUN
fcis-13836	8	10	;	;	PUNCT
fcis-13836	8	11	algorithm	algorithm	NOUN
fcis-13836	8	12	optimization	optimization	NOUN
fcis-13836	8	13	;	;	PUNCT
fcis-13836	8	14	performance	performance	NOUN
fcis-13836	8	15	improvement	improvement	NOUN
fcis-13836	8	16	.	.	PUNCT
fcis-13836	9	1	1	1	X
fcis-13836	9	2	.	.	X
fcis-13836	9	3	introduction	introduction	NOUN
fcis-13836	9	4	with	with	ADP
fcis-13836	9	5	the	the	DET
fcis-13836	9	6	arrival	arrival	NOUN
fcis-13836	9	7	of	of	ADP
fcis-13836	9	8	the	the	DET
fcis-13836	9	9	big	big	ADJ
fcis-13836	9	10	data	data	PROPN
fcis-13836	9	11	era	era	NOUN
fcis-13836	9	12	,	,	PUNCT
fcis-13836	9	13	data	datum	NOUN
fcis-13836	9	14	visualization	visualization	NOUN
fcis-13836	9	15	analysis	analysis	NOUN
fcis-13836	9	16	,	,	PUNCT
fcis-13836	9	17	as	as	ADP
fcis-13836	9	18	an	an	DET
fcis-13836	9	19	important	important	ADJ
fcis-13836	9	20	data	data	NOUN
fcis-13836	9	21	analysis	analysis	NOUN
fcis-13836	9	22	method	method	NOUN
fcis-13836	9	23	,	,	PUNCT
fcis-13836	9	24	is	be	AUX
fcis-13836	9	25	widely	widely	ADV
fcis-13836	9	26	applied	apply	VERB
fcis-13836	9	27	in	in	ADP
fcis-13836	9	28	various	various	ADJ
fcis-13836	9	29	fields	field	NOUN
fcis-13836	9	30	.	.	PUNCT
fcis-13836	10	1	data	datum	NOUN
fcis-13836	10	2	visualization	visualization	NOUN
fcis-13836	10	3	analysis	analysis	NOUN
fcis-13836	10	4	can	can	AUX
fcis-13836	10	5	transform	transform	VERB
fcis-13836	10	6	complex	complex	ADJ
fcis-13836	10	7	data	datum	NOUN
fcis-13836	10	8	into	into	ADP
fcis-13836	10	9	intuitive	intuitive	ADJ
fcis-13836	10	10	graphics	graphic	NOUN
fcis-13836	10	11	,	,	PUNCT
fcis-13836	10	12	charts	chart	NOUN
fcis-13836	10	13	,	,	PUNCT
fcis-13836	10	14	or	or	CCONJ
fcis-13836	10	15	visual	visual	ADJ
fcis-13836	10	16	interfaces	interface	NOUN
fcis-13836	10	17	,	,	PUNCT
fcis-13836	10	18	helping	help	VERB
fcis-13836	10	19	users	user	NOUN
fcis-13836	10	20	better	well	ADV
fcis-13836	10	21	understand	understand	VERB
fcis-13836	10	22	and	and	CCONJ
fcis-13836	10	23	analyze	analyze	VERB
fcis-13836	10	24	data	datum	NOUN
fcis-13836	10	25	,	,	PUNCT
fcis-13836	10	26	discover	discover	VERB
fcis-13836	10	27	hidden	hidden	ADJ
fcis-13836	10	28	patterns	pattern	NOUN
fcis-13836	10	29	and	and	CCONJ
fcis-13836	10	30	trends	trend	NOUN
fcis-13836	10	31	in	in	ADP
fcis-13836	10	32	the	the	DET
fcis-13836	10	33	data	datum	NOUN
fcis-13836	10	34	,	,	PUNCT
fcis-13836	10	35	and	and	CCONJ
fcis-13836	10	36	make	make	VERB
fcis-13836	10	37	corresponding	corresponding	ADJ
fcis-13836	10	38	decisions	decision	NOUN
fcis-13836	10	39	.	.	PUNCT
fcis-13836	11	1	however	however	ADV
fcis-13836	11	2	,	,	PUNCT
fcis-13836	11	3	with	with	ADP
fcis-13836	11	4	the	the	DET
fcis-13836	11	5	continuous	continuous	ADJ
fcis-13836	11	6	increase	increase	NOUN
fcis-13836	11	7	in	in	ADP
fcis-13836	11	8	data	datum	NOUN
fcis-13836	11	9	scale	scale	NOUN
fcis-13836	11	10	and	and	CCONJ
fcis-13836	11	11	types	type	NOUN
fcis-13836	11	12	,	,	PUNCT
fcis-13836	11	13	traditional	traditional	ADJ
fcis-13836	11	14	data	datum	NOUN
fcis-13836	11	15	visualization	visualization	NOUN
fcis-13836	11	16	analysis	analysis	NOUN
fcis-13836	11	17	methods	method	NOUN
fcis-13836	11	18	are	be	AUX
fcis-13836	11	19	no	no	ADV
fcis-13836	11	20	longer	long	ADV
fcis-13836	11	21	able	able	ADJ
fcis-13836	11	22	to	to	PART
fcis-13836	11	23	meet	meet	VERB
fcis-13836	11	24	the	the	DET
fcis-13836	11	25	demand	demand	NOUN
fcis-13836	11	26	for	for	ADP
fcis-13836	11	27	large	large	ADJ
fcis-13836	11	28	-	-	PUNCT
fcis-13836	11	29	scale	scale	NOUN
fcis-13836	11	30	and	and	CCONJ
fcis-13836	11	31	diverse	diverse	ADJ
fcis-13836	11	32	data	datum	NOUN
fcis-13836	11	33	.	.	PUNCT
fcis-13836	12	1	the	the	DET
fcis-13836	12	2	rapid	rapid	ADJ
fcis-13836	12	3	development	development	NOUN
fcis-13836	12	4	of	of	ADP
fcis-13836	12	5	artificial	artificial	ADJ
fcis-13836	12	6	intelligence	intelligence	NOUN
fcis-13836	12	7	technology	technology	NOUN
fcis-13836	12	8	has	have	AUX
fcis-13836	12	9	brought	bring	VERB
fcis-13836	12	10	new	new	ADJ
fcis-13836	12	11	opportunities	opportunity	NOUN
fcis-13836	12	12	and	and	CCONJ
fcis-13836	12	13	challenges	challenge	NOUN
fcis-13836	12	14	to	to	ADP
fcis-13836	12	15	data	datum	NOUN
fcis-13836	12	16	visualization	visualization	NOUN
fcis-13836	12	17	analysis	analysis	NOUN
fcis-13836	12	18	.	.	PUNCT
fcis-13836	13	1	artificial	artificial	ADJ
fcis-13836	13	2	intelligence	intelligence	NOUN
fcis-13836	13	3	can	can	AUX
fcis-13836	13	4	automatically	automatically	ADV
fcis-13836	13	5	discover	discover	VERB
fcis-13836	13	6	patterns	pattern	NOUN
fcis-13836	13	7	and	and	CCONJ
fcis-13836	13	8	associations	association	NOUN
fcis-13836	13	9	in	in	ADP
fcis-13836	13	10	data	datum	NOUN
fcis-13836	13	11	through	through	ADP
fcis-13836	13	12	technologies	technology	NOUN
fcis-13836	13	13	such	such	ADJ
fcis-13836	13	14	as	as	ADP
fcis-13836	13	15	machine	machine	NOUN
fcis-13836	13	16	learning	learning	NOUN
fcis-13836	13	17	,	,	PUNCT
fcis-13836	13	18	data	datum	NOUN
fcis-13836	13	19	mining	mining	NOUN
fcis-13836	13	20	,	,	PUNCT
fcis-13836	13	21	and	and	CCONJ
fcis-13836	13	22	pattern	pattern	NOUN
fcis-13836	13	23	recognition	recognition	NOUN
fcis-13836	13	24	,	,	PUNCT
fcis-13836	13	25	improving	improve	VERB
fcis-13836	13	26	the	the	DET
fcis-13836	13	27	accuracy	accuracy	NOUN
fcis-13836	13	28	and	and	CCONJ
fcis-13836	13	29	efficiency	efficiency	NOUN
fcis-13836	13	30	of	of	ADP
fcis-13836	13	31	data	datum	NOUN
fcis-13836	13	32	visualization	visualization	NOUN
fcis-13836	13	33	analysis	analysis	NOUN
fcis-13836	13	34	[	[	X
fcis-13836	13	35	1	1	NUM
fcis-13836	13	36	]	]	PUNCT
fcis-13836	13	37	.	.	PUNCT
fcis-13836	14	1	2	2	X
fcis-13836	14	2	.	.	X
fcis-13836	14	3	overview	overview	NOUN
fcis-13836	14	4	of	of	ADP
fcis-13836	14	5	artificial	artificial	ADJ
fcis-13836	14	6	intelligence	intelligence	NOUN
fcis-13836	14	7	data	datum	NOUN
fcis-13836	14	8	visualization	visualization	NOUN
fcis-13836	14	9	analysis	analysis	NOUN
fcis-13836	14	10	platform	platform	NOUN
fcis-13836	14	11	2.1	2.1	NUM
fcis-13836	14	12	.	.	PUNCT
fcis-13836	15	1	definition	definition	NOUN
fcis-13836	15	2	of	of	ADP
fcis-13836	15	3	data	datum	NOUN
fcis-13836	15	4	visualization	visualization	NOUN
fcis-13836	15	5	analysis	analysis	NOUN
fcis-13836	15	6	platform	platform	NOUN
fcis-13836	15	7	the	the	DET
fcis-13836	15	8	data	data	NOUN
fcis-13836	15	9	visualization	visualization	NOUN
fcis-13836	15	10	analysis	analysis	NOUN
fcis-13836	15	11	platform	platform	NOUN
fcis-13836	15	12	is	be	AUX
fcis-13836	15	13	a	a	DET
fcis-13836	15	14	comprehensive	comprehensive	ADJ
fcis-13836	15	15	platform	platform	NOUN
fcis-13836	15	16	that	that	PRON
fcis-13836	15	17	integrates	integrate	VERB
fcis-13836	15	18	artificial	artificial	ADJ
fcis-13836	15	19	intelligence	intelligence	NOUN
fcis-13836	15	20	technology	technology	NOUN
fcis-13836	15	21	and	and	CCONJ
fcis-13836	15	22	data	datum	NOUN
fcis-13836	15	23	visualization	visualization	NOUN
fcis-13836	15	24	technology	technology	NOUN
fcis-13836	15	25	.	.	PUNCT
fcis-13836	16	1	it	it	PRON
fcis-13836	16	2	aims	aim	VERB
fcis-13836	16	3	to	to	PART
fcis-13836	16	4	transform	transform	VERB
fcis-13836	16	5	data	datum	NOUN
fcis-13836	16	6	into	into	ADP
fcis-13836	16	7	visualized	visualized	ADJ
fcis-13836	16	8	graphics	graphic	NOUN
fcis-13836	16	9	,	,	PUNCT
fcis-13836	16	10	charts	chart	NOUN
fcis-13836	16	11	,	,	PUNCT
fcis-13836	16	12	or	or	CCONJ
fcis-13836	16	13	interfaces	interface	NOUN
fcis-13836	16	14	through	through	ADP
fcis-13836	16	15	the	the	DET
fcis-13836	16	16	processing	processing	NOUN
fcis-13836	16	17	and	and	CCONJ
fcis-13836	16	18	analysis	analysis	NOUN
fcis-13836	16	19	of	of	ADP
fcis-13836	16	20	large	large	ADJ
fcis-13836	16	21	-	-	PUNCT
fcis-13836	16	22	scale	scale	NOUN
fcis-13836	16	23	and	and	CCONJ
fcis-13836	16	24	diverse	diverse	ADJ
fcis-13836	16	25	data	datum	NOUN
fcis-13836	16	26	,	,	PUNCT
fcis-13836	16	27	providing	provide	VERB
fcis-13836	16	28	users	user	NOUN
fcis-13836	16	29	with	with	ADP
fcis-13836	16	30	intuitive	intuitive	ADJ
fcis-13836	16	31	and	and	CCONJ
fcis-13836	16	32	easy	easy	ADJ
fcis-13836	16	33	to	to	PART
fcis-13836	16	34	understand	understand	VERB
fcis-13836	16	35	data	datum	NOUN
fcis-13836	16	36	display	display	NOUN
fcis-13836	16	37	and	and	CCONJ
fcis-13836	16	38	analysis	analysis	NOUN
fcis-13836	16	39	tools	tool	NOUN
fcis-13836	16	40	.	.	PUNCT
fcis-13836	17	1	this	this	DET
fcis-13836	17	2	platform	platform	NOUN
fcis-13836	17	3	combines	combine	VERB
fcis-13836	17	4	artificial	artificial	ADJ
fcis-13836	17	5	intelligence	intelligence	NOUN
fcis-13836	17	6	algorithms	algorithm	NOUN
fcis-13836	17	7	such	such	ADJ
fcis-13836	17	8	as	as	ADP
fcis-13836	17	9	data	datum	NOUN
fcis-13836	17	10	mining	mining	NOUN
fcis-13836	17	11	,	,	PUNCT
fcis-13836	17	12	machine	machine	NOUN
fcis-13836	17	13	learning	learning	NOUN
fcis-13836	17	14	,	,	PUNCT
fcis-13836	17	15	and	and	CCONJ
fcis-13836	17	16	pattern	pattern	NOUN
fcis-13836	17	17	recognition	recognition	NOUN
fcis-13836	17	18	to	to	PART
fcis-13836	17	19	automatically	automatically	ADV
fcis-13836	17	20	discover	discover	VERB
fcis-13836	17	21	patterns	pattern	NOUN
fcis-13836	17	22	and	and	CCONJ
fcis-13836	17	23	associations	association	NOUN
fcis-13836	17	24	in	in	ADP
fcis-13836	17	25	data	data	PROPN
fcis-13836	17	26	.	.	PUNCT
fcis-13836	18	1	at	at	ADP
fcis-13836	18	2	the	the	DET
fcis-13836	18	3	same	same	ADJ
fcis-13836	18	4	time	time	NOUN
fcis-13836	18	5	,	,	PUNCT
fcis-13836	18	6	the	the	DET
fcis-13836	18	7	platform	platform	NOUN
fcis-13836	18	8	also	also	ADV
fcis-13836	18	9	improves	improve	VERB
fcis-13836	18	10	the	the	DET
fcis-13836	18	11	efficiency	efficiency	NOUN
fcis-13836	18	12	and	and	CCONJ
fcis-13836	18	13	performance	performance	NOUN
fcis-13836	18	14	of	of	ADP
fcis-13836	18	15	data	datum	NOUN
fcis-13836	18	16	processing	processing	NOUN
fcis-13836	18	17	and	and	CCONJ
fcis-13836	18	18	analysis	analysis	NOUN
fcis-13836	18	19	through	through	ADP
fcis-13836	18	20	technologies	technology	NOUN
fcis-13836	18	21	such	such	ADJ
fcis-13836	18	22	as	as	ADP
fcis-13836	18	23	parallel	parallel	ADJ
fcis-13836	18	24	computing	computing	NOUN
fcis-13836	18	25	,	,	PUNCT
fcis-13836	18	26	distributed	distributed	ADJ
fcis-13836	18	27	computing	computing	NOUN
fcis-13836	18	28	,	,	PUNCT
fcis-13836	18	29	data	datum	NOUN
fcis-13836	18	30	compression	compression	NOUN
fcis-13836	18	31	,	,	PUNCT
fcis-13836	18	32	and	and	CCONJ
fcis-13836	18	33	indexing	indexing	NOUN
fcis-13836	18	34	.	.	PUNCT
fcis-13836	19	1	the	the	DET
fcis-13836	19	2	goal	goal	NOUN
fcis-13836	19	3	of	of	ADP
fcis-13836	19	4	a	a	DET
fcis-13836	19	5	data	data	NOUN
fcis-13836	19	6	visualization	visualization	NOUN
fcis-13836	19	7	analysis	analysis	NOUN
fcis-13836	19	8	platform	platform	NOUN
fcis-13836	19	9	is	be	AUX
fcis-13836	19	10	to	to	PART
fcis-13836	19	11	provide	provide	VERB
fcis-13836	19	12	users	user	NOUN
fcis-13836	19	13	with	with	ADP
fcis-13836	19	14	better	well	ADJ
fcis-13836	19	15	data	datum	NOUN
fcis-13836	19	16	understanding	understanding	NOUN
fcis-13836	19	17	and	and	CCONJ
fcis-13836	19	18	decision	decision	NOUN
fcis-13836	19	19	support	support	NOUN
fcis-13836	19	20	,	,	PUNCT
fcis-13836	19	21	promoting	promote	VERB
fcis-13836	19	22	data	data	NOUN
fcis-13836	19	23	-	-	PUNCT
fcis-13836	19	24	driven	drive	VERB
fcis-13836	19	25	decision	decision	NOUN
fcis-13836	19	26	-	-	PUNCT
fcis-13836	19	27	making	making	NOUN
fcis-13836	19	28	and	and	CCONJ
fcis-13836	19	29	innovation	innovation	NOUN
fcis-13836	19	30	in	in	ADP
fcis-13836	19	31	various	various	ADJ
fcis-13836	19	32	fields	field	NOUN
fcis-13836	19	33	[	[	X
fcis-13836	19	34	2	2	NUM
fcis-13836	19	35	]	]	PUNCT
fcis-13836	19	36	.	.	PUNCT
fcis-13836	20	1	2.2	2.2	NUM
fcis-13836	20	2	.	.	PUNCT
fcis-13836	20	3	application	application	NOUN
fcis-13836	20	4	of	of	ADP
fcis-13836	20	5	artificial	artificial	ADJ
fcis-13836	20	6	intelligence	intelligence	NOUN
fcis-13836	20	7	in	in	ADP
fcis-13836	20	8	data	datum	NOUN
fcis-13836	20	9	visualization	visualization	NOUN
fcis-13836	20	10	analysis	analysis	NOUN
fcis-13836	20	11	platform	platform	NOUN
fcis-13836	20	12	artificial	artificial	ADJ
fcis-13836	20	13	intelligence	intelligence	NOUN
fcis-13836	20	14	has	have	VERB
fcis-13836	20	15	a	a	DET
fcis-13836	20	16	wide	wide	ADJ
fcis-13836	20	17	range	range	NOUN
fcis-13836	20	18	of	of	ADP
fcis-13836	20	19	applications	application	NOUN
fcis-13836	20	20	in	in	ADP
fcis-13836	20	21	data	datum	NOUN
fcis-13836	20	22	visualization	visualization	NOUN
fcis-13836	20	23	analysis	analysis	NOUN
fcis-13836	20	24	platforms	platform	NOUN
fcis-13836	20	25	.	.	PUNCT
fcis-13836	21	1	firstly	firstly	ADV
fcis-13836	21	2	,	,	PUNCT
fcis-13836	21	3	artificial	artificial	ADJ
fcis-13836	21	4	intelligence	intelligence	NOUN
fcis-13836	21	5	technology	technology	NOUN
fcis-13836	21	6	can	can	AUX
fcis-13836	21	7	help	help	VERB
fcis-13836	21	8	platforms	platform	NOUN
fcis-13836	21	9	achieve	achieve	VERB
fcis-13836	21	10	data	datum	NOUN
fcis-13836	21	11	preprocessing	preprocessing	NOUN
fcis-13836	21	12	and	and	CCONJ
fcis-13836	21	13	cleaning	cleaning	NOUN
fcis-13836	21	14	,	,	PUNCT
fcis-13836	21	15	automatically	automatically	ADV
fcis-13836	21	16	identify	identify	VERB
fcis-13836	21	17	and	and	CCONJ
fcis-13836	21	18	handle	handle	VERB
fcis-13836	21	19	anomalies	anomaly	NOUN
fcis-13836	21	20	and	and	CCONJ
fcis-13836	21	21	missing	miss	VERB
fcis-13836	21	22	values	value	NOUN
fcis-13836	21	23	in	in	ADP
fcis-13836	21	24	data	datum	NOUN
fcis-13836	21	25	,	,	PUNCT
fcis-13836	21	26	and	and	CCONJ
fcis-13836	21	27	improve	improve	VERB
fcis-13836	21	28	data	datum	NOUN
fcis-13836	21	29	accuracy	accuracy	NOUN
fcis-13836	21	30	and	and	CCONJ
fcis-13836	21	31	integrity	integrity	NOUN
fcis-13836	21	32	.	.	PUNCT
fcis-13836	22	1	secondly	secondly	ADV
fcis-13836	22	2	,	,	PUNCT
fcis-13836	22	3	the	the	DET
fcis-13836	22	4	application	application	NOUN
fcis-13836	22	5	of	of	ADP
fcis-13836	22	6	artificial	artificial	ADJ
fcis-13836	22	7	intelligence	intelligence	NOUN
fcis-13836	22	8	in	in	ADP
fcis-13836	22	9	data	datum	NOUN
fcis-13836	22	10	visualization	visualization	NOUN
fcis-13836	22	11	is	be	AUX
fcis-13836	22	12	mainly	mainly	ADV
fcis-13836	22	13	reflected	reflect	VERB
fcis-13836	22	14	in	in	ADP
fcis-13836	22	15	the	the	DET
fcis-13836	22	16	automatic	automatic	ADJ
fcis-13836	22	17	analysis	analysis	NOUN
fcis-13836	22	18	and	and	CCONJ
fcis-13836	22	19	visualization	visualization	NOUN
fcis-13836	22	20	of	of	ADP
fcis-13836	22	21	data	datum	NOUN
fcis-13836	22	22	.	.	PUNCT
fcis-13836	23	1	through	through	ADP
fcis-13836	23	2	the	the	DET
fcis-13836	23	3	automatic	automatic	ADJ
fcis-13836	23	4	learning	learning	NOUN
fcis-13836	23	5	and	and	CCONJ
fcis-13836	23	6	data	datum	NOUN
fcis-13836	23	7	mining	mining	NOUN
fcis-13836	23	8	of	of	ADP
fcis-13836	23	9	artificial	artificial	ADJ
fcis-13836	23	10	intelligence	intelligence	NOUN
fcis-13836	23	11	algorithms	algorithm	NOUN
fcis-13836	23	12	,	,	PUNCT
fcis-13836	23	13	the	the	DET
fcis-13836	23	14	platform	platform	NOUN
fcis-13836	23	15	can	can	AUX
fcis-13836	23	16	automatically	automatically	ADV
fcis-13836	23	17	discover	discover	VERB
fcis-13836	23	18	patterns	pattern	NOUN
fcis-13836	23	19	and	and	CCONJ
fcis-13836	23	20	associations	association	NOUN
fcis-13836	23	21	in	in	ADP
fcis-13836	23	22	data	datum	NOUN
fcis-13836	23	23	,	,	PUNCT
fcis-13836	23	24	provide	provide	VERB
fcis-13836	23	25	targeted	target	VERB
fcis-13836	23	26	data	datum	NOUN
fcis-13836	23	27	analysis	analysis	NOUN
fcis-13836	23	28	and	and	CCONJ
fcis-13836	23	29	visual	visual	ADJ
fcis-13836	23	30	presentation	presentation	NOUN
fcis-13836	23	31	,	,	PUNCT
fcis-13836	23	32	and	and	CCONJ
fcis-13836	23	33	help	help	VERB
fcis-13836	23	34	users	user	NOUN
fcis-13836	23	35	better	well	ADV
fcis-13836	23	36	understand	understand	VERB
fcis-13836	23	37	the	the	DET
fcis-13836	23	38	data	datum	NOUN
fcis-13836	23	39	.	.	PUNCT
fcis-13836	24	1	for	for	ADP
fcis-13836	24	2	example	example	NOUN
fcis-13836	24	3	,	,	PUNCT
fcis-13836	24	4	the	the	DET
fcis-13836	24	5	platform	platform	NOUN
fcis-13836	24	6	can	can	AUX
fcis-13836	24	7	automatically	automatically	ADV
fcis-13836	24	8	identify	identify	VERB
fcis-13836	24	9	trends	trend	NOUN
fcis-13836	24	10	,	,	PUNCT
fcis-13836	24	11	patterns	pattern	NOUN
fcis-13836	24	12	,	,	PUNCT
fcis-13836	24	13	and	and	CCONJ
fcis-13836	24	14	outliers	outlier	NOUN
fcis-13836	24	15	in	in	ADP
fcis-13836	24	16	data	datum	NOUN
fcis-13836	24	17	,	,	PUNCT
fcis-13836	24	18	and	and	CCONJ
fcis-13836	24	19	display	display	VERB
fcis-13836	24	20	them	they	PRON
fcis-13836	24	21	to	to	ADP
fcis-13836	24	22	users	user	NOUN
fcis-13836	24	23	through	through	ADP
fcis-13836	24	24	charts	chart	NOUN
fcis-13836	24	25	and	and	CCONJ
fcis-13836	24	26	graphs	graph	NOUN
fcis-13836	24	27	,	,	PUNCT
fcis-13836	24	28	enabling	enable	VERB
fcis-13836	24	29	users	user	NOUN
fcis-13836	24	30	to	to	PART
fcis-13836	24	31	intuitively	intuitively	ADV
fcis-13836	24	32	understand	understand	VERB
fcis-13836	24	33	the	the	DET
fcis-13836	24	34	characteristics	characteristic	NOUN
fcis-13836	24	35	and	and	CCONJ
fcis-13836	24	36	trends	trend	NOUN
fcis-13836	24	37	of	of	ADP
fcis-13836	24	38	the	the	DET
fcis-13836	24	39	data	datum	NOUN
fcis-13836	24	40	.	.	PUNCT
fcis-13836	25	1	in	in	ADP
fcis-13836	25	2	addition	addition	NOUN
fcis-13836	25	3	,	,	PUNCT
fcis-13836	25	4	artificial	artificial	ADJ
fcis-13836	25	5	intelligence	intelligence	NOUN
fcis-13836	25	6	can	can	AUX
fcis-13836	25	7	also	also	ADV
fcis-13836	25	8	achieve	achieve	VERB
fcis-13836	25	9	intelligent	intelligent	ADJ
fcis-13836	25	10	recommendation	recommendation	NOUN
fcis-13836	25	11	and	and	CCONJ
fcis-13836	25	12	personalized	personalized	ADJ
fcis-13836	25	13	analysis	analysis	NOUN
fcis-13836	25	14	in	in	ADP
fcis-13836	25	15	data	data	NOUN
fcis-13836	25	16	visualization	visualization	NOUN
fcis-13836	25	17	platforms	platform	NOUN
fcis-13836	25	18	.	.	PUNCT
fcis-13836	26	1	by	by	ADP
fcis-13836	26	2	analyzing	analyze	VERB
fcis-13836	26	3	users	user	NOUN
fcis-13836	26	4	'	'	PART
fcis-13836	26	5	historical	historical	ADJ
fcis-13836	26	6	data	datum	NOUN
fcis-13836	26	7	and	and	CCONJ
fcis-13836	26	8	behavior	behavior	NOUN
fcis-13836	26	9	,	,	PUNCT
fcis-13836	26	10	the	the	DET
fcis-13836	26	11	platform	platform	NOUN
fcis-13836	26	12	can	can	AUX
fcis-13836	26	13	provide	provide	VERB
fcis-13836	26	14	personalized	personalized	ADJ
fcis-13836	26	15	data	datum	NOUN
fcis-13836	26	16	analysis	analysis	NOUN
fcis-13836	26	17	and	and	CCONJ
fcis-13836	26	18	visualization	visualization	NOUN
fcis-13836	26	19	services	service	NOUN
fcis-13836	26	20	to	to	ADP
fcis-13836	26	21	users	user	NOUN
fcis-13836	26	22	.	.	PUNCT
fcis-13836	27	1	for	for	ADP
fcis-13836	27	2	example	example	NOUN
fcis-13836	27	3	,	,	PUNCT
fcis-13836	27	4	based	base	VERB
fcis-13836	27	5	on	on	ADP
fcis-13836	27	6	user	user	NOUN
fcis-13836	27	7	preferences	preference	NOUN
fcis-13836	27	8	and	and	CCONJ
fcis-13836	27	9	needs	need	NOUN
fcis-13836	27	10	,	,	PUNCT
fcis-13836	27	11	the	the	DET
fcis-13836	27	12	platform	platform	NOUN
fcis-13836	27	13	can	can	AUX
fcis-13836	27	14	intelligently	intelligently	ADV
fcis-13836	27	15	recommend	recommend	VERB
fcis-13836	27	16	chart	chart	NOUN
fcis-13836	27	17	types	type	NOUN
fcis-13836	27	18	and	and	CCONJ
fcis-13836	27	19	presentation	presentation	NOUN
fcis-13836	27	20	methods	method	NOUN
fcis-13836	27	21	that	that	PRON
fcis-13836	27	22	are	be	AUX
fcis-13836	27	23	suitable	suitable	ADJ
fcis-13836	27	24	for	for	ADP
fcis-13836	27	25	users	user	NOUN
fcis-13836	27	26	,	,	PUNCT
fcis-13836	27	27	helping	help	VERB
fcis-13836	27	28	them	they	PRON
fcis-13836	27	29	better	well	ADV
fcis-13836	27	30	present	present	ADJ
fcis-13836	27	31	and	and	CCONJ
fcis-13836	27	32	convey	convey	VERB
fcis-13836	27	33	data	datum	NOUN
fcis-13836	27	34	.	.	PUNCT
fcis-13836	28	1	in	in	ADP
fcis-13836	28	2	addition	addition	NOUN
fcis-13836	28	3	,	,	PUNCT
fcis-13836	28	4	artificial	artificial	ADJ
fcis-13836	28	5	intelligence	intelligence	NOUN
fcis-13836	28	6	can	can	AUX
fcis-13836	28	7	also	also	ADV
fcis-13836	28	8	achieve	achieve	VERB
fcis-13836	28	9	automatic	automatic	ADJ
fcis-13836	28	10	report	report	NOUN
fcis-13836	28	11	generation	generation	NOUN
fcis-13836	28	12	and	and	CCONJ
fcis-13836	28	13	story	story	NOUN
fcis-13836	28	14	telling	telling	NOUN
fcis-13836	28	15	in	in	ADP
fcis-13836	28	16	data	datum	NOUN
fcis-13836	28	17	visualization	visualization	NOUN
fcis-13836	28	18	platforms	platform	NOUN
fcis-13836	28	19	.	.	PUNCT
fcis-13836	29	1	through	through	ADP
fcis-13836	29	2	automated	automate	VERB
fcis-13836	29	3	text	text	NOUN
fcis-13836	29	4	generation	generation	NOUN
fcis-13836	29	5	and	and	CCONJ
fcis-13836	29	6	storytelling	storytelle	VERB
fcis-13836	29	7	techniques	technique	NOUN
fcis-13836	29	8	,	,	PUNCT
fcis-13836	29	9	the	the	DET
fcis-13836	29	10	platform	platform	NOUN
fcis-13836	29	11	can	can	AUX
fcis-13836	29	12	automatically	automatically	ADV
fcis-13836	29	13	generate	generate	VERB
fcis-13836	29	14	data	datum	NOUN
fcis-13836	29	15	reports	report	NOUN
fcis-13836	29	16	and	and	CCONJ
fcis-13836	29	17	stories	story	NOUN
fcis-13836	29	18	based	base	VERB
fcis-13836	29	19	on	on	ADP
fcis-13836	29	20	the	the	DET
fcis-13836	29	21	characteristics	characteristic	NOUN
fcis-13836	29	22	and	and	CCONJ
fcis-13836	29	23	analysis	analysis	NOUN
fcis-13836	29	24	results	result	NOUN
fcis-13836	29	25	of	of	ADP
fcis-13836	29	26	the	the	DET
fcis-13836	29	27	data	datum	NOUN
fcis-13836	29	28	,	,	PUNCT
fcis-13836	29	29	helping	help	VERB
fcis-13836	29	30	users	user	NOUN
fcis-13836	29	31	better	well	ADV
fcis-13836	29	32	understand	understand	VERB
fcis-13836	29	33	and	and	CCONJ
fcis-13836	29	34	interpret	interpret	VERB
fcis-13836	29	35	the	the	DET
fcis-13836	29	36	data	datum	NOUN
fcis-13836	29	37	[	[	X
fcis-13836	29	38	3	3	NUM
fcis-13836	29	39	]	]	PUNCT
fcis-13836	29	40	.	.	PUNCT
fcis-13836	30	1	15	15	NUM
fcis-13836	30	2	2.3	2.3	NUM
fcis-13836	30	3	.	.	PUNCT
fcis-13836	31	1	current	current	ADJ
fcis-13836	31	2	problems	problem	NOUN
fcis-13836	31	3	and	and	CCONJ
fcis-13836	31	4	challenges	challenge	NOUN
fcis-13836	31	5	currently	currently	ADV
fcis-13836	31	6	,	,	PUNCT
fcis-13836	31	7	artificial	artificial	ADJ
fcis-13836	31	8	intelligence	intelligence	NOUN
fcis-13836	31	9	data	datum	NOUN
fcis-13836	31	10	visualization	visualization	NOUN
fcis-13836	31	11	analysis	analysis	NOUN
fcis-13836	31	12	platforms	platform	NOUN
fcis-13836	31	13	are	be	AUX
fcis-13836	31	14	facing	face	VERB
fcis-13836	31	15	some	some	DET
fcis-13836	31	16	problems	problem	NOUN
fcis-13836	31	17	and	and	CCONJ
fcis-13836	31	18	challenges	challenge	NOUN
fcis-13836	31	19	.	.	PUNCT
fcis-13836	32	1	the	the	DET
fcis-13836	32	2	platform	platform	NOUN
fcis-13836	32	3	still	still	ADV
fcis-13836	32	4	has	have	VERB
fcis-13836	32	5	certain	certain	ADJ
fcis-13836	32	6	limitations	limitation	NOUN
fcis-13836	32	7	in	in	ADP
fcis-13836	32	8	automatic	automatic	ADJ
fcis-13836	32	9	data	datum	NOUN
fcis-13836	32	10	processing	processing	NOUN
fcis-13836	32	11	and	and	CCONJ
fcis-13836	32	12	cleaning	cleaning	NOUN
fcis-13836	32	13	.	.	PUNCT
fcis-13836	33	1	although	although	SCONJ
fcis-13836	33	2	artificial	artificial	ADJ
fcis-13836	33	3	intelligence	intelligence	NOUN
fcis-13836	33	4	can	can	AUX
fcis-13836	33	5	help	help	VERB
fcis-13836	33	6	platforms	platform	NOUN
fcis-13836	33	7	automatically	automatically	ADV
fcis-13836	33	8	identify	identify	VERB
fcis-13836	33	9	and	and	CCONJ
fcis-13836	33	10	handle	handle	VERB
fcis-13836	33	11	anomalies	anomaly	NOUN
fcis-13836	33	12	and	and	CCONJ
fcis-13836	33	13	missing	miss	VERB
fcis-13836	33	14	values	value	NOUN
fcis-13836	33	15	,	,	PUNCT
fcis-13836	33	16	it	it	PRON
fcis-13836	33	17	still	still	ADV
fcis-13836	33	18	requires	require	VERB
fcis-13836	33	19	human	human	ADJ
fcis-13836	33	20	intervention	intervention	NOUN
fcis-13836	33	21	and	and	CCONJ
fcis-13836	33	22	optimization	optimization	NOUN
fcis-13836	33	23	in	in	ADP
fcis-13836	33	24	specific	specific	ADJ
fcis-13836	33	25	fields	field	NOUN
fcis-13836	33	26	and	and	CCONJ
fcis-13836	33	27	complex	complex	ADJ
fcis-13836	33	28	data	datum	NOUN
fcis-13836	33	29	situations	situation	NOUN
fcis-13836	33	30	.	.	PUNCT
fcis-13836	34	1	artificial	artificial	ADJ
fcis-13836	34	2	intelligence	intelligence	NOUN
fcis-13836	34	3	still	still	ADV
fcis-13836	34	4	has	have	VERB
fcis-13836	34	5	certain	certain	ADJ
fcis-13836	34	6	errors	error	NOUN
fcis-13836	34	7	and	and	CCONJ
fcis-13836	34	8	limitations	limitation	NOUN
fcis-13836	34	9	in	in	ADP
fcis-13836	34	10	the	the	DET
fcis-13836	34	11	automatic	automatic	ADJ
fcis-13836	34	12	analysis	analysis	NOUN
fcis-13836	34	13	and	and	CCONJ
fcis-13836	34	14	visual	visual	ADJ
fcis-13836	34	15	presentation	presentation	NOUN
fcis-13836	34	16	of	of	ADP
fcis-13836	34	17	data	datum	NOUN
fcis-13836	34	18	.	.	PUNCT
fcis-13836	35	1	due	due	ADP
fcis-13836	35	2	to	to	ADP
fcis-13836	35	3	the	the	DET
fcis-13836	35	4	complexity	complexity	NOUN
fcis-13836	35	5	and	and	CCONJ
fcis-13836	35	6	diversity	diversity	NOUN
fcis-13836	35	7	of	of	ADP
fcis-13836	35	8	data	datum	NOUN
fcis-13836	35	9	,	,	PUNCT
fcis-13836	35	10	artificial	artificial	ADJ
fcis-13836	35	11	intelligence	intelligence	NOUN
fcis-13836	35	12	algorithms	algorithm	NOUN
fcis-13836	35	13	may	may	AUX
fcis-13836	35	14	not	not	PART
fcis-13836	35	15	be	be	AUX
fcis-13836	35	16	able	able	ADJ
fcis-13836	35	17	to	to	PART
fcis-13836	35	18	fully	fully	ADV
fcis-13836	35	19	and	and	CCONJ
fcis-13836	35	20	accurately	accurately	ADV
fcis-13836	35	21	discover	discover	VERB
fcis-13836	35	22	patterns	pattern	NOUN
fcis-13836	35	23	and	and	CCONJ
fcis-13836	35	24	correlations	correlation	NOUN
fcis-13836	35	25	in	in	ADP
fcis-13836	35	26	the	the	DET
fcis-13836	35	27	data	datum	NOUN
fcis-13836	35	28	,	,	PUNCT
fcis-13836	35	29	resulting	result	VERB
fcis-13836	35	30	in	in	ADP
fcis-13836	35	31	inaccuracies	inaccuracy	NOUN
fcis-13836	35	32	in	in	ADP
fcis-13836	35	33	analysis	analysis	NOUN
fcis-13836	35	34	and	and	CCONJ
fcis-13836	35	35	visualization	visualization	NOUN
fcis-13836	35	36	results	result	NOUN
fcis-13836	35	37	.	.	PUNCT
fcis-13836	36	1	in	in	ADP
fcis-13836	36	2	addition	addition	NOUN
fcis-13836	36	3	,	,	PUNCT
fcis-13836	36	4	artificial	artificial	ADJ
fcis-13836	36	5	intelligence	intelligence	NOUN
fcis-13836	36	6	also	also	ADV
fcis-13836	36	7	faces	face	VERB
fcis-13836	36	8	some	some	DET
fcis-13836	36	9	challenges	challenge	NOUN
fcis-13836	36	10	in	in	ADP
fcis-13836	36	11	intelligent	intelligent	ADJ
fcis-13836	36	12	recommendation	recommendation	NOUN
fcis-13836	36	13	and	and	CCONJ
fcis-13836	36	14	personalized	personalized	ADJ
fcis-13836	36	15	analysis	analysis	NOUN
fcis-13836	36	16	in	in	ADP
fcis-13836	36	17	data	data	NOUN
fcis-13836	36	18	visualization	visualization	NOUN
fcis-13836	36	19	platforms	platform	NOUN
fcis-13836	36	20	.	.	PUNCT
fcis-13836	37	1	due	due	ADP
fcis-13836	37	2	to	to	ADP
fcis-13836	37	3	the	the	DET
fcis-13836	37	4	varying	vary	VERB
fcis-13836	37	5	needs	need	NOUN
fcis-13836	37	6	and	and	CCONJ
fcis-13836	37	7	preferences	preference	NOUN
fcis-13836	37	8	of	of	ADP
fcis-13836	37	9	different	different	ADJ
fcis-13836	37	10	users	user	NOUN
fcis-13836	37	11	,	,	PUNCT
fcis-13836	37	12	it	it	PRON
fcis-13836	37	13	is	be	AUX
fcis-13836	37	14	a	a	DET
fcis-13836	37	15	challenge	challenge	NOUN
fcis-13836	37	16	to	to	PART
fcis-13836	37	17	accurately	accurately	ADV
fcis-13836	37	18	understand	understand	VERB
fcis-13836	37	19	and	and	CCONJ
fcis-13836	37	20	meet	meet	VERB
fcis-13836	37	21	their	their	PRON
fcis-13836	37	22	personalized	personalize	VERB
fcis-13836	37	23	needs	need	NOUN
fcis-13836	37	24	.	.	PUNCT
fcis-13836	38	1	in	in	ADP
fcis-13836	38	2	addition	addition	NOUN
fcis-13836	38	3	,	,	PUNCT
fcis-13836	38	4	artificial	artificial	ADJ
fcis-13836	38	5	intelligence	intelligence	NOUN
fcis-13836	38	6	needs	need	VERB
fcis-13836	38	7	to	to	PART
fcis-13836	38	8	further	far	ADV
fcis-13836	38	9	improve	improve	VERB
fcis-13836	38	10	the	the	DET
fcis-13836	38	11	accuracy	accuracy	NOUN
fcis-13836	38	12	and	and	CCONJ
fcis-13836	38	13	comprehensibility	comprehensibility	NOUN
fcis-13836	38	14	of	of	ADP
fcis-13836	38	15	natural	natural	ADJ
fcis-13836	38	16	language	language	NOUN
fcis-13836	38	17	processing	processing	NOUN
fcis-13836	38	18	and	and	CCONJ
fcis-13836	38	19	text	text	NOUN
fcis-13836	38	20	generation	generation	NOUN
fcis-13836	38	21	in	in	ADP
fcis-13836	38	22	terms	term	NOUN
fcis-13836	38	23	of	of	ADP
fcis-13836	38	24	automatic	automatic	ADJ
fcis-13836	38	25	report	report	NOUN
fcis-13836	38	26	generation	generation	NOUN
fcis-13836	38	27	and	and	CCONJ
fcis-13836	38	28	storytelling	storytelling	NOUN
fcis-13836	38	29	.	.	PUNCT
fcis-13836	39	1	the	the	DET
fcis-13836	39	2	artificial	artificial	ADJ
fcis-13836	39	3	intelligence	intelligence	NOUN
fcis-13836	39	4	data	datum	NOUN
fcis-13836	39	5	visualization	visualization	NOUN
fcis-13836	39	6	analysis	analysis	NOUN
fcis-13836	39	7	platform	platform	NOUN
fcis-13836	39	8	also	also	ADV
fcis-13836	39	9	faces	face	VERB
fcis-13836	39	10	challenges	challenge	NOUN
fcis-13836	39	11	in	in	ADP
fcis-13836	39	12	data	datum	NOUN
fcis-13836	39	13	security	security	NOUN
fcis-13836	39	14	and	and	CCONJ
fcis-13836	39	15	privacy	privacy	NOUN
fcis-13836	39	16	protection	protection	NOUN
fcis-13836	39	17	.	.	PUNCT
fcis-13836	40	1	due	due	ADP
fcis-13836	40	2	to	to	ADP
fcis-13836	40	3	the	the	DET
fcis-13836	40	4	sensitivity	sensitivity	NOUN
fcis-13836	40	5	and	and	CCONJ
fcis-13836	40	6	confidentiality	confidentiality	NOUN
fcis-13836	40	7	of	of	ADP
fcis-13836	40	8	data	datum	NOUN
fcis-13836	40	9	,	,	PUNCT
fcis-13836	40	10	ensuring	ensure	VERB
fcis-13836	40	11	its	its	PRON
fcis-13836	40	12	security	security	NOUN
fcis-13836	40	13	and	and	CCONJ
fcis-13836	40	14	privacy	privacy	NOUN
fcis-13836	40	15	has	have	AUX
fcis-13836	40	16	become	become	VERB
fcis-13836	40	17	an	an	DET
fcis-13836	40	18	important	important	ADJ
fcis-13836	40	19	issue	issue	NOUN
fcis-13836	40	20	[	[	X
fcis-13836	40	21	4	4	NUM
fcis-13836	40	22	]	]	PUNCT
fcis-13836	40	23	.	.	PUNCT
fcis-13836	41	1	3	3	X
fcis-13836	41	2	.	.	X
fcis-13836	41	3	algorithm	algorithm	NOUN
fcis-13836	41	4	optimization	optimization	NOUN
fcis-13836	41	5	of	of	ADP
fcis-13836	41	6	data	datum	NOUN
fcis-13836	41	7	visualization	visualization	NOUN
fcis-13836	41	8	analysis	analysis	NOUN
fcis-13836	41	9	platform	platform	NOUN
fcis-13836	41	10	based	base	VERB
fcis-13836	41	11	on	on	ADP
fcis-13836	41	12	artificial	artificial	ADJ
fcis-13836	41	13	intelligence	intelligence	NOUN
fcis-13836	41	14	3.1	3.1	NUM
fcis-13836	41	15	.	.	PUNCT
fcis-13836	42	1	optimization	optimization	NOUN
fcis-13836	42	2	of	of	ADP
fcis-13836	42	3	data	datum	NOUN
fcis-13836	42	4	preprocessing	preprocesse	VERB
fcis-13836	42	5	algorithms	algorithm	NOUN
fcis-13836	42	6	the	the	DET
fcis-13836	42	7	algorithm	algorithm	NOUN
fcis-13836	42	8	optimization	optimization	NOUN
fcis-13836	42	9	of	of	ADP
fcis-13836	42	10	data	datum	NOUN
fcis-13836	42	11	visualization	visualization	NOUN
fcis-13836	42	12	analysis	analysis	NOUN
fcis-13836	42	13	platforms	platform	NOUN
fcis-13836	42	14	based	base	VERB
fcis-13836	42	15	on	on	ADP
fcis-13836	42	16	artificial	artificial	ADJ
fcis-13836	42	17	intelligence	intelligence	NOUN
fcis-13836	42	18	mainly	mainly	ADV
fcis-13836	42	19	focuses	focus	VERB
fcis-13836	42	20	on	on	ADP
fcis-13836	42	21	data	datum	NOUN
fcis-13836	42	22	preprocessing	preprocessing	NOUN
fcis-13836	42	23	.	.	PUNCT
fcis-13836	43	1	data	datum	NOUN
fcis-13836	43	2	preprocessing	preprocessing	NOUN
fcis-13836	43	3	is	be	AUX
fcis-13836	43	4	an	an	DET
fcis-13836	43	5	important	important	ADJ
fcis-13836	43	6	part	part	NOUN
fcis-13836	43	7	of	of	ADP
fcis-13836	43	8	data	datum	NOUN
fcis-13836	43	9	analysis	analysis	NOUN
fcis-13836	43	10	,	,	PUNCT
fcis-13836	43	11	aimed	aim	VERB
fcis-13836	43	12	at	at	ADP
fcis-13836	43	13	cleaning	clean	VERB
fcis-13836	43	14	and	and	CCONJ
fcis-13836	43	15	transforming	transform	VERB
fcis-13836	43	16	raw	raw	ADJ
fcis-13836	43	17	data	datum	NOUN
fcis-13836	43	18	for	for	ADP
fcis-13836	43	19	better	well	ADJ
fcis-13836	43	20	subsequent	subsequent	ADJ
fcis-13836	43	21	analysis	analysis	NOUN
fcis-13836	43	22	and	and	CCONJ
fcis-13836	43	23	visualization	visualization	NOUN
fcis-13836	43	24	.	.	PUNCT
fcis-13836	44	1	when	when	SCONJ
fcis-13836	44	2	optimizing	optimize	VERB
fcis-13836	44	3	data	datum	NOUN
fcis-13836	44	4	preprocessing	preprocessing	NOUN
fcis-13836	44	5	algorithms	algorithm	NOUN
fcis-13836	44	6	,	,	PUNCT
fcis-13836	44	7	improvements	improvement	NOUN
fcis-13836	44	8	can	can	AUX
fcis-13836	44	9	be	be	AUX
fcis-13836	44	10	made	make	VERB
fcis-13836	44	11	in	in	ADP
fcis-13836	44	12	the	the	DET
fcis-13836	44	13	following	follow	VERB
fcis-13836	44	14	areas[5	areas[5	NOUN
fcis-13836	44	15	]	]	PUNCT
fcis-13836	44	16	.	.	PUNCT
fcis-13836	45	1	optimize	optimize	NOUN
fcis-13836	45	2	outlier	outlier	NOUN
fcis-13836	45	3	detection	detection	NOUN
fcis-13836	45	4	algorithms	algorithm	NOUN
fcis-13836	45	5	.	.	PUNCT
fcis-13836	46	1	outliers	outlier	NOUN
fcis-13836	46	2	refer	refer	VERB
fcis-13836	46	3	to	to	ADP
fcis-13836	46	4	data	datum	NOUN
fcis-13836	46	5	points	point	NOUN
fcis-13836	46	6	that	that	PRON
fcis-13836	46	7	are	be	AUX
fcis-13836	46	8	significantly	significantly	ADV
fcis-13836	46	9	different	different	ADJ
fcis-13836	46	10	from	from	ADP
fcis-13836	46	11	other	other	ADJ
fcis-13836	46	12	data	datum	NOUN
fcis-13836	46	13	points	point	NOUN
fcis-13836	46	14	and	and	CCONJ
fcis-13836	46	15	may	may	AUX
fcis-13836	46	16	interfere	interfere	VERB
fcis-13836	46	17	with	with	ADP
fcis-13836	46	18	analysis	analysis	NOUN
fcis-13836	46	19	and	and	CCONJ
fcis-13836	46	20	visualization	visualization	NOUN
fcis-13836	46	21	results	result	NOUN
fcis-13836	46	22	.	.	PUNCT
fcis-13836	47	1	traditional	traditional	ADJ
fcis-13836	47	2	outlier	outlier	NOUN
fcis-13836	47	3	detection	detection	NOUN
fcis-13836	47	4	algorithms	algorithm	NOUN
fcis-13836	47	5	such	such	ADJ
fcis-13836	47	6	as	as	ADP
fcis-13836	47	7	boxplot	boxplot	NOUN
fcis-13836	47	8	and	and	CCONJ
fcis-13836	47	9	z	z	NOUN
fcis-13836	47	10	-	-	PUNCT
fcis-13836	47	11	score	score	NOUN
fcis-13836	47	12	methods	method	NOUN
fcis-13836	47	13	can	can	AUX
fcis-13836	47	14	detect	detect	VERB
fcis-13836	47	15	some	some	DET
fcis-13836	47	16	obvious	obvious	ADJ
fcis-13836	47	17	outliers	outlier	NOUN
fcis-13836	47	18	,	,	PUNCT
fcis-13836	47	19	but	but	CCONJ
fcis-13836	47	20	their	their	PRON
fcis-13836	47	21	effectiveness	effectiveness	NOUN
fcis-13836	47	22	is	be	AUX
fcis-13836	47	23	not	not	PART
fcis-13836	47	24	ideal	ideal	ADJ
fcis-13836	47	25	for	for	ADP
fcis-13836	47	26	complex	complex	ADJ
fcis-13836	47	27	data	datum	NOUN
fcis-13836	47	28	distributions	distribution	NOUN
fcis-13836	47	29	and	and	CCONJ
fcis-13836	47	30	multidimensional	multidimensional	ADJ
fcis-13836	47	31	data	datum	NOUN
fcis-13836	47	32	.	.	PUNCT
fcis-13836	48	1	therefore	therefore	ADV
fcis-13836	48	2	,	,	PUNCT
fcis-13836	48	3	machine	machine	NOUN
fcis-13836	48	4	learning	learning	NOUN
fcis-13836	48	5	based	base	VERB
fcis-13836	48	6	outlier	outlier	NOUN
fcis-13836	48	7	detection	detection	NOUN
fcis-13836	48	8	algorithms	algorithm	NOUN
fcis-13836	48	9	such	such	ADJ
fcis-13836	48	10	as	as	ADP
fcis-13836	48	11	outlier	outlier	NOUN
fcis-13836	48	12	detection	detection	NOUN
fcis-13836	48	13	and	and	CCONJ
fcis-13836	48	14	cluster	cluster	NOUN
fcis-13836	48	15	analysis	analysis	NOUN
fcis-13836	48	16	methods	method	NOUN
fcis-13836	48	17	can	can	AUX
fcis-13836	48	18	be	be	AUX
fcis-13836	48	19	introduced	introduce	VERB
fcis-13836	48	20	to	to	PART
fcis-13836	48	21	improve	improve	VERB
fcis-13836	48	22	the	the	DET
fcis-13836	48	23	accuracy	accuracy	NOUN
fcis-13836	48	24	and	and	CCONJ
fcis-13836	48	25	robustness	robustness	NOUN
fcis-13836	48	26	of	of	ADP
fcis-13836	48	27	outlier	outlier	ADJ
fcis-13836	48	28	detection	detection	NOUN
fcis-13836	48	29	.	.	PUNCT
fcis-13836	49	1	optimize	optimize	VERB
fcis-13836	49	2	missing	miss	VERB
fcis-13836	49	3	value	value	NOUN
fcis-13836	49	4	processing	processing	NOUN
fcis-13836	49	5	algorithms	algorithm	NOUN
fcis-13836	49	6	.	.	PUNCT
fcis-13836	50	1	in	in	ADP
fcis-13836	50	2	actual	actual	ADJ
fcis-13836	50	3	data	datum	NOUN
fcis-13836	50	4	analysis	analysis	NOUN
fcis-13836	50	5	,	,	PUNCT
fcis-13836	50	6	there	there	PRON
fcis-13836	50	7	are	be	VERB
fcis-13836	50	8	often	often	ADV
fcis-13836	50	9	situations	situation	NOUN
fcis-13836	50	10	where	where	SCONJ
fcis-13836	50	11	data	datum	NOUN
fcis-13836	50	12	is	be	AUX
fcis-13836	50	13	missing	miss	VERB
fcis-13836	50	14	,	,	PUNCT
fcis-13836	50	15	which	which	PRON
fcis-13836	50	16	can	can	AUX
fcis-13836	50	17	lead	lead	VERB
fcis-13836	50	18	to	to	ADP
fcis-13836	50	19	inaccuracies	inaccuracy	NOUN
fcis-13836	50	20	in	in	ADP
fcis-13836	50	21	data	data	NOUN
fcis-13836	50	22	analysis	analysis	NOUN
fcis-13836	50	23	results	result	NOUN
fcis-13836	50	24	.	.	PUNCT
fcis-13836	51	1	traditional	traditional	ADJ
fcis-13836	51	2	missing	missing	ADJ
fcis-13836	51	3	value	value	NOUN
fcis-13836	51	4	processing	processing	NOUN
fcis-13836	51	5	methods	method	NOUN
fcis-13836	51	6	such	such	ADJ
fcis-13836	51	7	as	as	ADP
fcis-13836	51	8	deletion	deletion	NOUN
fcis-13836	51	9	and	and	CCONJ
fcis-13836	51	10	interpolation	interpolation	NOUN
fcis-13836	51	11	have	have	VERB
fcis-13836	51	12	certain	certain	ADJ
fcis-13836	51	13	limitations	limitation	NOUN
fcis-13836	51	14	and	and	CCONJ
fcis-13836	51	15	can	can	AUX
fcis-13836	51	16	not	not	PART
fcis-13836	51	17	handle	handle	VERB
fcis-13836	51	18	large	large	ADJ
fcis-13836	51	19	-	-	PUNCT
fcis-13836	51	20	scale	scale	NOUN
fcis-13836	51	21	and	and	CCONJ
fcis-13836	51	22	complex	complex	ADJ
fcis-13836	51	23	datasets	dataset	NOUN
fcis-13836	51	24	.	.	PUNCT
fcis-13836	52	1	therefore	therefore	ADV
fcis-13836	52	2	,	,	PUNCT
fcis-13836	52	3	machine	machine	NOUN
fcis-13836	52	4	learning	learning	NOUN
fcis-13836	52	5	based	base	VERB
fcis-13836	52	6	missing	miss	VERB
fcis-13836	52	7	value	value	NOUN
fcis-13836	52	8	processing	processing	NOUN
fcis-13836	52	9	algorithms	algorithm	NOUN
fcis-13836	52	10	such	such	ADJ
fcis-13836	52	11	as	as	ADP
fcis-13836	52	12	random	random	ADJ
fcis-13836	52	13	forests	forest	NOUN
fcis-13836	52	14	and	and	CCONJ
fcis-13836	52	15	deep	deep	ADJ
fcis-13836	52	16	learning	learning	NOUN
fcis-13836	52	17	methods	method	NOUN
fcis-13836	52	18	can	can	AUX
fcis-13836	52	19	be	be	AUX
fcis-13836	52	20	introduced	introduce	VERB
fcis-13836	52	21	to	to	PART
fcis-13836	52	22	automatically	automatically	ADV
fcis-13836	52	23	predict	predict	VERB
fcis-13836	52	24	and	and	CCONJ
fcis-13836	52	25	fill	fill	VERB
fcis-13836	52	26	in	in	ADP
fcis-13836	52	27	missing	miss	VERB
fcis-13836	52	28	values[6	values[6	X
fcis-13836	52	29	]	]	PUNCT
fcis-13836	52	30	.	.	PUNCT
fcis-13836	53	1	optimize	optimize	VERB
fcis-13836	53	2	data	datum	NOUN
fcis-13836	53	3	standardization	standardization	NOUN
fcis-13836	53	4	and	and	CCONJ
fcis-13836	53	5	normalization	normalization	NOUN
fcis-13836	53	6	algorithms	algorithm	NOUN
fcis-13836	53	7	.	.	PUNCT
fcis-13836	54	1	data	datum	NOUN
fcis-13836	54	2	may	may	AUX
fcis-13836	54	3	have	have	VERB
fcis-13836	54	4	biases	bias	NOUN
fcis-13836	54	5	at	at	ADP
fcis-13836	54	6	different	different	ADJ
fcis-13836	54	7	scales	scale	NOUN
fcis-13836	54	8	and	and	CCONJ
fcis-13836	54	9	ranges	range	NOUN
fcis-13836	54	10	,	,	PUNCT
fcis-13836	54	11	which	which	PRON
fcis-13836	54	12	can	can	AUX
fcis-13836	54	13	have	have	VERB
fcis-13836	54	14	an	an	DET
fcis-13836	54	15	impact	impact	NOUN
fcis-13836	54	16	on	on	ADP
fcis-13836	54	17	analysis	analysis	NOUN
fcis-13836	54	18	and	and	CCONJ
fcis-13836	54	19	visualization	visualization	NOUN
fcis-13836	54	20	results	result	NOUN
fcis-13836	54	21	.	.	PUNCT
fcis-13836	55	1	traditional	traditional	ADJ
fcis-13836	55	2	data	datum	NOUN
fcis-13836	55	3	standardization	standardization	NOUN
fcis-13836	55	4	and	and	CCONJ
fcis-13836	55	5	normalization	normalization	NOUN
fcis-13836	55	6	methods	method	NOUN
fcis-13836	55	7	such	such	ADJ
fcis-13836	55	8	as	as	ADP
fcis-13836	55	9	z	z	NOUN
fcis-13836	55	10	-	-	PUNCT
fcis-13836	55	11	score	score	NOUN
fcis-13836	55	12	and	and	CCONJ
fcis-13836	55	13	min	min	NOUN
fcis-13836	55	14	-	-	ADJ
fcis-13836	55	15	max	max	PROPN
fcis-13836	55	16	can	can	AUX
fcis-13836	55	17	handle	handle	VERB
fcis-13836	55	18	simple	simple	ADJ
fcis-13836	55	19	data	datum	NOUN
fcis-13836	55	20	distributions	distribution	NOUN
fcis-13836	55	21	,	,	PUNCT
fcis-13836	55	22	but	but	CCONJ
fcis-13836	55	23	their	their	PRON
fcis-13836	55	24	effectiveness	effectiveness	NOUN
fcis-13836	55	25	is	be	AUX
fcis-13836	55	26	poor	poor	ADJ
fcis-13836	55	27	for	for	ADP
fcis-13836	55	28	complex	complex	ADJ
fcis-13836	55	29	nonlinear	nonlinear	ADJ
fcis-13836	55	30	data	datum	NOUN
fcis-13836	55	31	.	.	PUNCT
fcis-13836	56	1	therefore	therefore	ADV
fcis-13836	56	2	,	,	PUNCT
fcis-13836	56	3	machine	machine	NOUN
fcis-13836	56	4	learning	learning	NOUN
fcis-13836	56	5	based	base	VERB
fcis-13836	56	6	standardization	standardization	NOUN
fcis-13836	56	7	and	and	CCONJ
fcis-13836	56	8	normalization	normalization	NOUN
fcis-13836	56	9	algorithms	algorithm	NOUN
fcis-13836	56	10	such	such	ADJ
fcis-13836	56	11	as	as	ADP
fcis-13836	56	12	principal	principal	ADJ
fcis-13836	56	13	component	component	NOUN
fcis-13836	56	14	analysis	analysis	NOUN
fcis-13836	56	15	and	and	CCONJ
fcis-13836	56	16	factor	factor	NOUN
fcis-13836	56	17	analysis	analysis	NOUN
fcis-13836	56	18	can	can	AUX
fcis-13836	56	19	be	be	AUX
fcis-13836	56	20	introduced	introduce	VERB
fcis-13836	56	21	to	to	PART
fcis-13836	56	22	better	well	ADV
fcis-13836	56	23	handle	handle	VERB
fcis-13836	56	24	complex	complex	ADJ
fcis-13836	56	25	data	datum	NOUN
fcis-13836	56	26	distributions	distribution	NOUN
fcis-13836	56	27	and	and	CCONJ
fcis-13836	56	28	multidimensional	multidimensional	ADJ
fcis-13836	56	29	data[7	data[7	PROPN
fcis-13836	56	30	]	]	PUNCT
fcis-13836	56	31	.	.	PUNCT
fcis-13836	57	1	3.2	3.2	NUM
fcis-13836	57	2	.	.	PUNCT
fcis-13836	57	3	optimization	optimization	NOUN
fcis-13836	57	4	of	of	ADP
fcis-13836	57	5	data	datum	NOUN
fcis-13836	57	6	clustering	cluster	VERB
fcis-13836	57	7	algorithms	algorithm	NOUN
fcis-13836	57	8	in	in	ADP
fcis-13836	57	9	artificial	artificial	ADJ
fcis-13836	57	10	intelligence	intelligence	NOUN
fcis-13836	57	11	based	base	VERB
fcis-13836	57	12	data	datum	NOUN
fcis-13836	57	13	visualization	visualization	NOUN
fcis-13836	57	14	analysis	analysis	NOUN
fcis-13836	57	15	platforms	platform	NOUN
fcis-13836	57	16	,	,	PUNCT
fcis-13836	57	17	data	datum	NOUN
fcis-13836	57	18	classification	classification	NOUN
fcis-13836	57	19	is	be	AUX
fcis-13836	57	20	a	a	DET
fcis-13836	57	21	key	key	ADJ
fcis-13836	57	22	task	task	NOUN
fcis-13836	57	23	.	.	PUNCT
fcis-13836	58	1	data	datum	NOUN
fcis-13836	58	2	classification	classification	NOUN
fcis-13836	58	3	is	be	AUX
fcis-13836	58	4	the	the	DET
fcis-13836	58	5	process	process	NOUN
fcis-13836	58	6	of	of	ADP
fcis-13836	58	7	assigning	assign	VERB
fcis-13836	58	8	data	datum	NOUN
fcis-13836	58	9	points	point	NOUN
fcis-13836	58	10	to	to	ADP
fcis-13836	58	11	predefined	predefine	VERB
fcis-13836	58	12	categories	category	NOUN
fcis-13836	58	13	,	,	PUNCT
fcis-13836	58	14	which	which	PRON
fcis-13836	58	15	can	can	AUX
fcis-13836	58	16	help	help	VERB
fcis-13836	58	17	users	user	NOUN
fcis-13836	58	18	understand	understand	VERB
fcis-13836	58	19	and	and	CCONJ
fcis-13836	58	20	interpret	interpret	VERB
fcis-13836	58	21	the	the	DET
fcis-13836	58	22	characteristics	characteristic	NOUN
fcis-13836	58	23	and	and	CCONJ
fcis-13836	58	24	relationships	relationship	NOUN
fcis-13836	58	25	of	of	ADP
fcis-13836	58	26	data	datum	NOUN
fcis-13836	58	27	.	.	PUNCT
fcis-13836	59	1	when	when	SCONJ
fcis-13836	59	2	optimizing	optimize	VERB
fcis-13836	59	3	data	datum	NOUN
fcis-13836	59	4	classification	classification	NOUN
fcis-13836	59	5	algorithms	algorithm	NOUN
fcis-13836	59	6	,	,	PUNCT
fcis-13836	59	7	improvements	improvement	NOUN
fcis-13836	59	8	can	can	AUX
fcis-13836	59	9	be	be	AUX
fcis-13836	59	10	made	make	VERB
fcis-13836	59	11	in	in	ADP
fcis-13836	59	12	the	the	DET
fcis-13836	59	13	following	follow	VERB
fcis-13836	59	14	areas	area	NOUN
fcis-13836	59	15	.	.	PUNCT
fcis-13836	60	1	optimize	optimize	VERB
fcis-13836	60	2	the	the	DET
fcis-13836	60	3	accuracy	accuracy	NOUN
fcis-13836	60	4	and	and	CCONJ
fcis-13836	60	5	robustness	robustness	NOUN
fcis-13836	60	6	of	of	ADP
fcis-13836	60	7	classification	classification	NOUN
fcis-13836	60	8	algorithms	algorithm	NOUN
fcis-13836	60	9	.	.	PUNCT
fcis-13836	61	1	traditional	traditional	ADJ
fcis-13836	61	2	classification	classification	NOUN
fcis-13836	61	3	algorithms	algorithm	NOUN
fcis-13836	61	4	such	such	ADJ
fcis-13836	61	5	as	as	ADP
fcis-13836	61	6	decision	decision	NOUN
fcis-13836	61	7	trees	tree	NOUN
fcis-13836	61	8	and	and	CCONJ
fcis-13836	61	9	support	support	VERB
fcis-13836	61	10	vector	vector	NOUN
fcis-13836	61	11	machines	machine	NOUN
fcis-13836	61	12	suffer	suffer	VERB
fcis-13836	61	13	from	from	ADP
fcis-13836	61	14	classification	classification	NOUN
fcis-13836	61	15	errors	error	NOUN
fcis-13836	61	16	and	and	CCONJ
fcis-13836	61	17	overfitting	overfitte	VERB
fcis-13836	61	18	when	when	SCONJ
fcis-13836	61	19	dealing	deal	VERB
fcis-13836	61	20	with	with	ADP
fcis-13836	61	21	complex	complex	ADJ
fcis-13836	61	22	and	and	CCONJ
fcis-13836	61	23	noisy	noisy	ADJ
fcis-13836	61	24	data	datum	NOUN
fcis-13836	61	25	.	.	PUNCT
fcis-13836	62	1	therefore	therefore	ADV
fcis-13836	62	2	,	,	PUNCT
fcis-13836	62	3	classification	classification	NOUN
fcis-13836	62	4	algorithms	algorithm	NOUN
fcis-13836	62	5	based	base	VERB
fcis-13836	62	6	on	on	ADP
fcis-13836	62	7	deep	deep	ADJ
fcis-13836	62	8	learning	learning	NOUN
fcis-13836	62	9	and	and	CCONJ
fcis-13836	62	10	neural	neural	ADJ
fcis-13836	62	11	networks	network	NOUN
fcis-13836	62	12	,	,	PUNCT
fcis-13836	62	13	such	such	ADJ
fcis-13836	62	14	as	as	ADP
fcis-13836	62	15	convolutional	convolutional	ADJ
fcis-13836	62	16	neural	neural	ADJ
fcis-13836	62	17	networks	network	NOUN
fcis-13836	62	18	and	and	CCONJ
fcis-13836	62	19	recurrent	recurrent	ADJ
fcis-13836	62	20	neural	neural	ADJ
fcis-13836	62	21	networks	network	NOUN
fcis-13836	62	22	,	,	PUNCT
fcis-13836	62	23	can	can	AUX
fcis-13836	62	24	be	be	AUX
fcis-13836	62	25	introduced	introduce	VERB
fcis-13836	62	26	to	to	PART
fcis-13836	62	27	improve	improve	VERB
fcis-13836	62	28	the	the	DET
fcis-13836	62	29	accuracy	accuracy	NOUN
fcis-13836	62	30	and	and	CCONJ
fcis-13836	62	31	robustness	robustness	NOUN
fcis-13836	62	32	of	of	ADP
fcis-13836	62	33	classification	classification	NOUN
fcis-13836	62	34	algorithms	algorithm	NOUN
fcis-13836	62	35	.	.	PUNCT
fcis-13836	63	1	optimize	optimize	VERB
fcis-13836	63	2	the	the	DET
fcis-13836	63	3	interpretability	interpretability	NOUN
fcis-13836	63	4	and	and	CCONJ
fcis-13836	63	5	visualization	visualization	NOUN
fcis-13836	63	6	of	of	ADP
fcis-13836	63	7	classification	classification	NOUN
fcis-13836	63	8	algorithms	algorithm	NOUN
fcis-13836	63	9	.	.	PUNCT
fcis-13836	64	1	the	the	DET
fcis-13836	64	2	results	result	NOUN
fcis-13836	64	3	generated	generate	VERB
fcis-13836	64	4	by	by	ADP
fcis-13836	64	5	traditional	traditional	ADJ
fcis-13836	64	6	classification	classification	NOUN
fcis-13836	64	7	algorithms	algorithm	NOUN
fcis-13836	64	8	are	be	AUX
fcis-13836	64	9	often	often	ADV
fcis-13836	64	10	model	model	VERB
fcis-13836	64	11	weights	weight	NOUN
fcis-13836	64	12	or	or	CCONJ
fcis-13836	64	13	scores	score	NOUN
fcis-13836	64	14	,	,	PUNCT
fcis-13836	64	15	which	which	PRON
fcis-13836	64	16	are	be	AUX
fcis-13836	64	17	difficult	difficult	ADJ
fcis-13836	64	18	to	to	PART
fcis-13836	64	19	understand	understand	VERB
fcis-13836	64	20	and	and	CCONJ
fcis-13836	64	21	interpret	interpret	VERB
fcis-13836	64	22	.	.	PUNCT
fcis-13836	65	1	therefore	therefore	ADV
fcis-13836	65	2	,	,	PUNCT
fcis-13836	65	3	classification	classification	NOUN
fcis-13836	65	4	algorithms	algorithm	NOUN
fcis-13836	65	5	based	base	VERB
fcis-13836	65	6	on	on	ADP
fcis-13836	65	7	interpretable	interpretable	ADJ
fcis-13836	65	8	machine	machine	NOUN
fcis-13836	65	9	learning	learning	NOUN
fcis-13836	65	10	,	,	PUNCT
fcis-13836	65	11	such	such	ADJ
fcis-13836	65	12	as	as	ADP
fcis-13836	65	13	lime	lime	NOUN
fcis-13836	65	14	and	and	CCONJ
fcis-13836	65	15	shap	shap	NOUN
fcis-13836	65	16	,	,	PUNCT
fcis-13836	65	17	can	can	AUX
fcis-13836	65	18	be	be	AUX
fcis-13836	65	19	introduced	introduce	VERB
fcis-13836	65	20	to	to	PART
fcis-13836	65	21	generate	generate	VERB
fcis-13836	65	22	classification	classification	NOUN
fcis-13836	65	23	results	result	NOUN
fcis-13836	65	24	with	with	ADP
fcis-13836	65	25	semantic	semantic	ADJ
fcis-13836	65	26	information	information	NOUN
fcis-13836	65	27	and	and	CCONJ
fcis-13836	65	28	achieve	achieve	VERB
fcis-13836	65	29	more	more	ADV
fcis-13836	65	30	intuitive	intuitive	ADJ
fcis-13836	65	31	and	and	CCONJ
fcis-13836	65	32	interpretable	interpretable	ADJ
fcis-13836	65	33	data	datum	NOUN
fcis-13836	65	34	visualization[8	visualization[8	PROPN
fcis-13836	65	35	]	]	PUNCT
fcis-13836	65	36	.	.	PUNCT
fcis-13836	66	1	optimize	optimize	VERB
fcis-13836	66	2	the	the	DET
fcis-13836	66	3	efficiency	efficiency	NOUN
fcis-13836	66	4	and	and	CCONJ
fcis-13836	66	5	scalability	scalability	NOUN
fcis-13836	66	6	of	of	ADP
fcis-13836	66	7	classification	classification	NOUN
fcis-13836	66	8	algorithms	algorithm	NOUN
fcis-13836	66	9	.	.	PUNCT
fcis-13836	67	1	traditional	traditional	ADJ
fcis-13836	67	2	classification	classification	NOUN
fcis-13836	67	3	algorithms	algorithm	NOUN
fcis-13836	67	4	face	face	VERB
fcis-13836	67	5	high	high	ADJ
fcis-13836	67	6	computational	computational	ADJ
fcis-13836	67	7	complexity	complexity	NOUN
fcis-13836	67	8	and	and	CCONJ
fcis-13836	67	9	memory	memory	NOUN
fcis-13836	67	10	consumption	consumption	NOUN
fcis-13836	67	11	when	when	SCONJ
fcis-13836	67	12	dealing	deal	VERB
fcis-13836	67	13	with	with	ADP
fcis-13836	67	14	large	large	ADJ
fcis-13836	67	15	-	-	PUNCT
fcis-13836	67	16	scale	scale	NOUN
fcis-13836	67	17	and	and	CCONJ
fcis-13836	67	18	high	high	ADJ
fcis-13836	67	19	-	-	PUNCT
fcis-13836	67	20	dimensional	dimensional	ADJ
fcis-13836	67	21	data	datum	NOUN
fcis-13836	67	22	.	.	PUNCT
fcis-13836	68	1	therefore	therefore	ADV
fcis-13836	68	2	,	,	PUNCT
fcis-13836	68	3	classification	classification	NOUN
fcis-13836	68	4	algorithms	algorithm	NOUN
fcis-13836	68	5	based	base	VERB
fcis-13836	68	6	on	on	ADP
fcis-13836	68	7	approximate	approximate	ADJ
fcis-13836	68	8	and	and	CCONJ
fcis-13836	68	9	distributed	distributed	ADJ
fcis-13836	68	10	computing	computing	NOUN
fcis-13836	68	11	,	,	PUNCT
fcis-13836	68	12	such	such	ADJ
fcis-13836	68	13	as	as	ADP
fcis-13836	68	14	approximate	approximate	ADJ
fcis-13836	68	15	nearest	near	ADJ
fcis-13836	68	16	neighbors	neighbor	NOUN
fcis-13836	68	17	and	and	CCONJ
fcis-13836	68	18	spark	spark	NOUN
fcis-13836	68	19	mllib	mllib	PROPN
fcis-13836	68	20	,	,	PUNCT
fcis-13836	68	21	can	can	AUX
fcis-13836	68	22	be	be	AUX
fcis-13836	68	23	introduced	introduce	VERB
fcis-13836	68	24	to	to	PART
fcis-13836	68	25	improve	improve	VERB
fcis-13836	68	26	the	the	DET
fcis-13836	68	27	efficiency	efficiency	NOUN
fcis-13836	68	28	and	and	CCONJ
fcis-13836	68	29	scalability	scalability	NOUN
fcis-13836	68	30	of	of	ADP
fcis-13836	68	31	classification	classification	NOUN
fcis-13836	68	32	algorithms	algorithm	NOUN
fcis-13836	68	33	[	[	X
fcis-13836	68	34	9	9	NUM
fcis-13836	68	35	]	]	SYM
fcis-13836	68	36	.	.	PUNCT
fcis-13836	69	1	3.3	3.3	NUM
fcis-13836	69	2	.	.	PUNCT
fcis-13836	70	1	optimization	optimization	NOUN
fcis-13836	70	2	of	of	ADP
fcis-13836	70	3	data	datum	NOUN
fcis-13836	70	4	classification	classification	NOUN
fcis-13836	70	5	algorithms	algorithm	NOUN
fcis-13836	70	6	in	in	ADP
fcis-13836	70	7	artificial	artificial	ADJ
fcis-13836	70	8	intelligence	intelligence	NOUN
fcis-13836	70	9	based	base	VERB
fcis-13836	70	10	data	datum	NOUN
fcis-13836	70	11	visualization	visualization	NOUN
fcis-13836	70	12	analysis	analysis	NOUN
fcis-13836	70	13	platforms	platform	NOUN
fcis-13836	70	14	,	,	PUNCT
fcis-13836	70	15	data	datum	NOUN
fcis-13836	70	16	classification	classification	NOUN
fcis-13836	70	17	is	be	AUX
fcis-13836	70	18	a	a	DET
fcis-13836	70	19	key	key	ADJ
fcis-13836	70	20	task	task	NOUN
fcis-13836	70	21	.	.	PUNCT
fcis-13836	71	1	data	datum	NOUN
fcis-13836	71	2	classification	classification	NOUN
fcis-13836	71	3	is	be	AUX
fcis-13836	71	4	the	the	DET
fcis-13836	71	5	process	process	NOUN
fcis-13836	71	6	of	of	ADP
fcis-13836	71	7	assigning	assign	VERB
fcis-13836	71	8	data	datum	NOUN
fcis-13836	71	9	points	point	NOUN
fcis-13836	71	10	to	to	ADP
fcis-13836	71	11	predefined	predefine	VERB
fcis-13836	71	12	categories	category	NOUN
fcis-13836	71	13	,	,	PUNCT
fcis-13836	71	14	which	which	PRON
fcis-13836	71	15	can	can	AUX
fcis-13836	71	16	help	help	VERB
fcis-13836	71	17	users	user	NOUN
fcis-13836	71	18	understand	understand	VERB
fcis-13836	71	19	and	and	CCONJ
fcis-13836	71	20	interpret	interpret	VERB
fcis-13836	71	21	the	the	DET
fcis-13836	71	22	characteristics	characteristic	NOUN
fcis-13836	71	23	and	and	CCONJ
fcis-13836	71	24	relationships	relationship	NOUN
fcis-13836	71	25	of	of	ADP
fcis-13836	71	26	data	datum	NOUN
fcis-13836	71	27	.	.	PUNCT
fcis-13836	72	1	in	in	ADP
fcis-13836	72	2	order	order	NOUN
fcis-13836	72	3	to	to	PART
fcis-13836	72	4	optimize	optimize	VERB
fcis-13836	72	5	the	the	DET
fcis-13836	72	6	data	data	NOUN
fcis-13836	72	7	classification	classification	NOUN
fcis-13836	72	8	algorithm	algorithm	NOUN
fcis-13836	72	9	,	,	PUNCT
fcis-13836	72	10	we	we	PRON
fcis-13836	72	11	can	can	AUX
fcis-13836	72	12	improve	improve	VERB
fcis-13836	72	13	it	it	PRON
fcis-13836	72	14	in	in	ADP
fcis-13836	72	15	terms	term	NOUN
fcis-13836	72	16	of	of	ADP
fcis-13836	72	17	accuracy	accuracy	NOUN
fcis-13836	72	18	,	,	PUNCT
fcis-13836	72	19	interpretability	interpretability	NOUN
fcis-13836	72	20	,	,	PUNCT
fcis-13836	72	21	efficiency	efficiency	NOUN
fcis-13836	72	22	,	,	PUNCT
fcis-13836	72	23	and	and	CCONJ
fcis-13836	72	24	interactivity	interactivity	NOUN
fcis-13836	72	25	.	.	PUNCT
fcis-13836	73	1	in	in	ADP
fcis-13836	73	2	order	order	NOUN
fcis-13836	73	3	to	to	PART
fcis-13836	73	4	improve	improve	VERB
fcis-13836	73	5	the	the	DET
fcis-13836	73	6	accuracy	accuracy	NOUN
fcis-13836	73	7	and	and	CCONJ
fcis-13836	73	8	robustness	robustness	NOUN
fcis-13836	73	9	of	of	ADP
fcis-13836	73	10	classification	classification	NOUN
fcis-13836	73	11	algorithms	algorithm	NOUN
fcis-13836	73	12	,	,	PUNCT
fcis-13836	73	13	classification	classification	NOUN
fcis-13836	73	14	algorithms	algorithm	NOUN
fcis-13836	73	15	based	base	VERB
fcis-13836	73	16	on	on	ADP
fcis-13836	73	17	deep	deep	ADJ
fcis-13836	73	18	learning	learning	NOUN
fcis-13836	73	19	and	and	CCONJ
fcis-13836	73	20	neural	neural	ADJ
fcis-13836	73	21	networks	network	NOUN
fcis-13836	73	22	,	,	PUNCT
fcis-13836	73	23	such	such	ADJ
fcis-13836	73	24	as	as	ADP
fcis-13836	73	25	convolutional	convolutional	ADJ
fcis-13836	73	26	neural	neural	ADJ
fcis-13836	73	27	networks	network	NOUN
fcis-13836	73	28	and	and	CCONJ
fcis-13836	73	29	recurrent	recurrent	ADJ
fcis-13836	73	30	neural	neural	ADJ
fcis-13836	73	31	networks	network	NOUN
fcis-13836	73	32	,	,	PUNCT
fcis-13836	73	33	can	can	AUX
fcis-13836	73	34	be	be	AUX
fcis-13836	73	35	adopted	adopt	VERB
fcis-13836	73	36	.	.	PUNCT
fcis-13836	74	1	these	these	DET
fcis-13836	74	2	algorithms	algorithm	NOUN
fcis-13836	74	3	can	can	AUX
fcis-13836	74	4	handle	handle	VERB
fcis-13836	74	5	complex	complex	ADJ
fcis-13836	74	6	and	and	CCONJ
fcis-13836	74	7	noisy	noisy	ADJ
fcis-13836	74	8	data	datum	NOUN
fcis-13836	74	9	,	,	PUNCT
fcis-13836	74	10	improving	improve	VERB
fcis-13836	74	11	the	the	DET
fcis-13836	74	12	accuracy	accuracy	NOUN
fcis-13836	74	13	and	and	CCONJ
fcis-13836	74	14	stability	stability	NOUN
fcis-13836	74	15	of	of	ADP
fcis-13836	74	16	classification	classification	NOUN
fcis-13836	74	17	[	[	X
fcis-13836	74	18	10	10	NUM
fcis-13836	74	19	]	]	PUNCT
fcis-13836	74	20	.	.	PUNCT
fcis-13836	75	1	in	in	ADP
fcis-13836	75	2	order	order	NOUN
fcis-13836	75	3	to	to	PART
fcis-13836	75	4	enhance	enhance	VERB
fcis-13836	75	5	the	the	DET
fcis-13836	75	6	interpretability	interpretability	NOUN
fcis-13836	75	7	and	and	CCONJ
fcis-13836	75	8	visualization	visualization	NOUN
fcis-13836	75	9	of	of	ADP
fcis-13836	75	10	classification	classification	NOUN
fcis-13836	75	11	algorithms	algorithm	NOUN
fcis-13836	75	12	,	,	PUNCT
fcis-13836	75	13	interpretable	interpretable	ADJ
fcis-13836	75	14	machine	machine	NOUN
fcis-13836	75	15	learning	learn	VERB
fcis-13836	75	16	classification	classification	NOUN
fcis-13836	75	17	algorithms	algorithm	NOUN
fcis-13836	75	18	such	such	ADJ
fcis-13836	75	19	as	as	ADP
fcis-13836	75	20	lime	lime	NOUN
fcis-13836	75	21	and	and	CCONJ
fcis-13836	75	22	shap	shap	NOUN
fcis-13836	75	23	can	can	AUX
fcis-13836	75	24	be	be	AUX
fcis-13836	75	25	introduced	introduce	VERB
fcis-13836	75	26	.	.	PUNCT
fcis-13836	76	1	these	these	DET
fcis-13836	76	2	algorithms	algorithm	NOUN
fcis-13836	76	3	can	can	AUX
fcis-13836	76	4	generate	generate	VERB
fcis-13836	76	5	classification	classification	NOUN
fcis-13836	76	6	results	result	NOUN
fcis-13836	76	7	with	with	ADP
fcis-13836	76	8	semantic	semantic	ADJ
fcis-13836	76	9	information	information	NOUN
fcis-13836	76	10	,	,	PUNCT
fcis-13836	76	11	enabling	enable	VERB
fcis-13836	76	12	users	user	NOUN
fcis-13836	76	13	to	to	PART
fcis-13836	76	14	better	well	ADJ
fcis-13836	76	15	16	16	NUM
fcis-13836	76	16	understand	understand	VERB
fcis-13836	76	17	and	and	CCONJ
fcis-13836	76	18	explain	explain	VERB
fcis-13836	76	19	the	the	DET
fcis-13836	76	20	reasons	reason	NOUN
fcis-13836	76	21	and	and	CCONJ
fcis-13836	76	22	results	result	NOUN
fcis-13836	76	23	of	of	ADP
fcis-13836	76	24	classification	classification	NOUN
fcis-13836	76	25	.	.	PUNCT
fcis-13836	77	1	at	at	ADP
fcis-13836	77	2	the	the	DET
fcis-13836	77	3	same	same	ADJ
fcis-13836	77	4	time	time	NOUN
fcis-13836	77	5	,	,	PUNCT
fcis-13836	77	6	combined	combine	VERB
fcis-13836	77	7	with	with	ADP
fcis-13836	77	8	visualization	visualization	NOUN
fcis-13836	77	9	technology	technology	NOUN
fcis-13836	77	10	,	,	PUNCT
fcis-13836	77	11	the	the	DET
fcis-13836	77	12	classification	classification	NOUN
fcis-13836	77	13	results	result	NOUN
fcis-13836	77	14	can	can	AUX
fcis-13836	77	15	be	be	AUX
fcis-13836	77	16	presented	present	VERB
fcis-13836	77	17	to	to	ADP
fcis-13836	77	18	users	user	NOUN
fcis-13836	77	19	in	in	ADP
fcis-13836	77	20	an	an	DET
fcis-13836	77	21	intuitive	intuitive	ADJ
fcis-13836	77	22	manner	manner	NOUN
fcis-13836	77	23	,	,	PUNCT
fcis-13836	77	24	improving	improve	VERB
fcis-13836	77	25	the	the	DET
fcis-13836	77	26	visualization	visualization	NOUN
fcis-13836	77	27	effect	effect	NOUN
fcis-13836	77	28	and	and	CCONJ
fcis-13836	77	29	user	user	NOUN
fcis-13836	77	30	experience	experience	NOUN
fcis-13836	77	31	.	.	PUNCT
fcis-13836	78	1	in	in	ADP
fcis-13836	78	2	addition	addition	NOUN
fcis-13836	78	3	,	,	PUNCT
fcis-13836	78	4	in	in	ADP
fcis-13836	78	5	order	order	NOUN
fcis-13836	78	6	to	to	PART
fcis-13836	78	7	improve	improve	VERB
fcis-13836	78	8	the	the	DET
fcis-13836	78	9	efficiency	efficiency	NOUN
fcis-13836	78	10	and	and	CCONJ
fcis-13836	78	11	scalability	scalability	NOUN
fcis-13836	78	12	of	of	ADP
fcis-13836	78	13	classification	classification	NOUN
fcis-13836	78	14	algorithms	algorithm	NOUN
fcis-13836	78	15	,	,	PUNCT
fcis-13836	78	16	approximate	approximate	ADJ
fcis-13836	78	17	and	and	CCONJ
fcis-13836	78	18	distributed	distribute	VERB
fcis-13836	78	19	computing	computing	NOUN
fcis-13836	78	20	methods	method	NOUN
fcis-13836	78	21	can	can	AUX
fcis-13836	78	22	be	be	AUX
fcis-13836	78	23	used	use	VERB
fcis-13836	78	24	.	.	PUNCT
fcis-13836	79	1	algorithms	algorithm	NOUN
fcis-13836	79	2	such	such	ADJ
fcis-13836	79	3	as	as	ADP
fcis-13836	79	4	approximate	approximate	ADJ
fcis-13836	79	5	nearest	near	ADJ
fcis-13836	79	6	neighbors	neighbor	NOUN
fcis-13836	79	7	and	and	CCONJ
fcis-13836	79	8	spark	spark	NOUN
fcis-13836	79	9	mllib	mllib	PROPN
fcis-13836	79	10	can	can	AUX
fcis-13836	79	11	improve	improve	VERB
fcis-13836	79	12	computational	computational	ADJ
fcis-13836	79	13	efficiency	efficiency	NOUN
fcis-13836	79	14	and	and	CCONJ
fcis-13836	79	15	reduce	reduce	VERB
fcis-13836	79	16	memory	memory	NOUN
fcis-13836	79	17	consumption	consumption	NOUN
fcis-13836	79	18	when	when	SCONJ
fcis-13836	79	19	processing	process	VERB
fcis-13836	79	20	large	large	ADJ
fcis-13836	79	21	-	-	PUNCT
fcis-13836	79	22	scale	scale	NOUN
fcis-13836	79	23	and	and	CCONJ
fcis-13836	79	24	highdimensional	highdimensional	NOUN
fcis-13836	79	25	data	datum	NOUN
fcis-13836	79	26	,	,	PUNCT
fcis-13836	79	27	thereby	thereby	ADV
fcis-13836	79	28	improving	improve	VERB
fcis-13836	79	29	the	the	DET
fcis-13836	79	30	performance	performance	NOUN
fcis-13836	79	31	and	and	CCONJ
fcis-13836	79	32	scalability	scalability	NOUN
fcis-13836	79	33	of	of	ADP
fcis-13836	79	34	classification	classification	NOUN
fcis-13836	79	35	algorithms	algorithm	NOUN
fcis-13836	79	36	.	.	PUNCT
fcis-13836	80	1	3.4	3.4	NUM
fcis-13836	80	2	.	.	PUNCT
fcis-13836	80	3	optimization	optimization	NOUN
fcis-13836	80	4	of	of	ADP
fcis-13836	80	5	data	data	PROPN
fcis-13836	80	6	association	association	PROPN
fcis-13836	80	7	analysis	analysis	NOUN
fcis-13836	80	8	algorithm	algorithm	NOUN
fcis-13836	80	9	data	data	PROPN
fcis-13836	80	10	association	association	PROPN
fcis-13836	80	11	analysis	analysis	NOUN
fcis-13836	80	12	is	be	AUX
fcis-13836	80	13	the	the	DET
fcis-13836	80	14	process	process	NOUN
fcis-13836	80	15	of	of	ADP
fcis-13836	80	16	discovering	discover	VERB
fcis-13836	80	17	association	association	NOUN
fcis-13836	80	18	relationships	relationship	NOUN
fcis-13836	80	19	between	between	ADP
fcis-13836	80	20	data	datum	NOUN
fcis-13836	80	21	by	by	ADP
fcis-13836	80	22	mining	mining	NOUN
fcis-13836	80	23	association	association	NOUN
fcis-13836	80	24	rules	rule	NOUN
fcis-13836	80	25	and	and	CCONJ
fcis-13836	80	26	patterns	pattern	NOUN
fcis-13836	80	27	in	in	ADP
fcis-13836	80	28	a	a	DET
fcis-13836	80	29	dataset	dataset	NOUN
fcis-13836	80	30	,	,	PUNCT
fcis-13836	80	31	helping	help	VERB
fcis-13836	80	32	users	user	NOUN
fcis-13836	80	33	understand	understand	VERB
fcis-13836	80	34	the	the	DET
fcis-13836	80	35	correlation	correlation	NOUN
fcis-13836	80	36	and	and	CCONJ
fcis-13836	80	37	potential	potential	ADJ
fcis-13836	80	38	laws	law	NOUN
fcis-13836	80	39	of	of	ADP
fcis-13836	80	40	the	the	DET
fcis-13836	80	41	data	datum	NOUN
fcis-13836	80	42	.	.	PUNCT
fcis-13836	81	1	in	in	ADP
fcis-13836	81	2	order	order	NOUN
fcis-13836	81	3	to	to	PART
fcis-13836	81	4	optimize	optimize	VERB
fcis-13836	81	5	the	the	DET
fcis-13836	81	6	data	datum	NOUN
fcis-13836	81	7	association	association	PROPN
fcis-13836	81	8	analysis	analysis	NOUN
fcis-13836	81	9	algorithm	algorithm	NOUN
fcis-13836	81	10	,	,	PUNCT
fcis-13836	81	11	we	we	PRON
fcis-13836	81	12	can	can	AUX
fcis-13836	81	13	improve	improve	VERB
fcis-13836	81	14	it	it	PRON
fcis-13836	81	15	in	in	ADP
fcis-13836	81	16	terms	term	NOUN
fcis-13836	81	17	of	of	ADP
fcis-13836	81	18	efficiency	efficiency	NOUN
fcis-13836	81	19	,	,	PUNCT
fcis-13836	81	20	accuracy	accuracy	NOUN
fcis-13836	81	21	,	,	PUNCT
fcis-13836	81	22	interpretability	interpretability	NOUN
fcis-13836	81	23	,	,	PUNCT
fcis-13836	81	24	and	and	CCONJ
fcis-13836	81	25	interactivity	interactivity	NOUN
fcis-13836	81	26	.	.	PUNCT
fcis-13836	82	1	adopting	adopt	VERB
fcis-13836	82	2	methods	method	NOUN
fcis-13836	82	3	based	base	VERB
fcis-13836	82	4	on	on	ADP
fcis-13836	82	5	sampling	sample	VERB
fcis-13836	82	6	and	and	CCONJ
fcis-13836	82	7	preprocessing	preprocessing	NOUN
fcis-13836	82	8	.	.	PUNCT
fcis-13836	83	1	by	by	ADP
fcis-13836	83	2	sampling	sample	VERB
fcis-13836	83	3	data	datum	NOUN
fcis-13836	83	4	,	,	PUNCT
fcis-13836	83	5	the	the	DET
fcis-13836	83	6	computational	computational	ADJ
fcis-13836	83	7	scale	scale	NOUN
fcis-13836	83	8	can	can	AUX
fcis-13836	83	9	be	be	AUX
fcis-13836	83	10	reduced	reduce	VERB
fcis-13836	83	11	,	,	PUNCT
fcis-13836	83	12	thereby	thereby	ADV
fcis-13836	83	13	improving	improve	VERB
fcis-13836	83	14	the	the	DET
fcis-13836	83	15	algorithm	algorithm	NOUN
fcis-13836	83	16	's	's	PART
fcis-13836	83	17	running	running	NOUN
fcis-13836	83	18	speed	speed	NOUN
fcis-13836	83	19	.	.	PUNCT
fcis-13836	84	1	at	at	ADP
fcis-13836	84	2	the	the	DET
fcis-13836	84	3	same	same	ADJ
fcis-13836	84	4	time	time	NOUN
fcis-13836	84	5	,	,	PUNCT
fcis-13836	84	6	by	by	ADP
fcis-13836	84	7	preprocessing	preprocesse	VERB
fcis-13836	84	8	and	and	CCONJ
fcis-13836	84	9	optimizing	optimize	VERB
fcis-13836	84	10	data	datum	NOUN
fcis-13836	84	11	,	,	PUNCT
fcis-13836	84	12	such	such	ADJ
fcis-13836	84	13	as	as	ADP
fcis-13836	84	14	data	data	NOUN
fcis-13836	84	15	compression	compression	NOUN
fcis-13836	84	16	and	and	CCONJ
fcis-13836	84	17	indexing	indexing	NOUN
fcis-13836	84	18	techniques	technique	NOUN
fcis-13836	84	19	,	,	PUNCT
fcis-13836	84	20	the	the	DET
fcis-13836	84	21	execution	execution	NOUN
fcis-13836	84	22	process	process	NOUN
fcis-13836	84	23	of	of	ADP
fcis-13836	84	24	algorithms	algorithm	NOUN
fcis-13836	84	25	can	can	AUX
fcis-13836	84	26	be	be	AUX
fcis-13836	84	27	accelerated	accelerate	VERB
fcis-13836	84	28	and	and	CCONJ
fcis-13836	84	29	the	the	DET
fcis-13836	84	30	efficiency	efficiency	NOUN
fcis-13836	84	31	of	of	ADP
fcis-13836	84	32	association	association	NOUN
fcis-13836	84	33	rule	rule	NOUN
fcis-13836	84	34	mining	mining	NOUN
fcis-13836	84	35	can	can	AUX
fcis-13836	84	36	be	be	AUX
fcis-13836	84	37	improved	improve	VERB
fcis-13836	84	38	.	.	PUNCT
fcis-13836	85	1	introduce	introduce	VERB
fcis-13836	85	2	more	more	ADV
fcis-13836	85	3	complex	complex	ADJ
fcis-13836	85	4	and	and	CCONJ
fcis-13836	85	5	advanced	advanced	ADJ
fcis-13836	85	6	association	association	NOUN
fcis-13836	85	7	analysis	analysis	NOUN
fcis-13836	85	8	algorithms	algorithm	NOUN
fcis-13836	85	9	,	,	PUNCT
fcis-13836	85	10	such	such	ADJ
fcis-13836	85	11	as	as	ADP
fcis-13836	85	12	sequence	sequence	NOUN
fcis-13836	85	13	pattern	pattern	NOUN
fcis-13836	85	14	mining	mining	NOUN
fcis-13836	85	15	and	and	CCONJ
fcis-13836	85	16	causal	causal	NOUN
fcis-13836	85	17	association	association	NOUN
fcis-13836	85	18	analysis	analysis	NOUN
fcis-13836	85	19	.	.	PUNCT
fcis-13836	86	1	these	these	DET
fcis-13836	86	2	algorithms	algorithm	NOUN
fcis-13836	86	3	can	can	AUX
fcis-13836	86	4	mine	mine	VERB
fcis-13836	86	5	deeper	deep	ADJ
fcis-13836	86	6	and	and	CCONJ
fcis-13836	86	7	more	more	ADV
fcis-13836	86	8	complex	complex	ADJ
fcis-13836	86	9	association	association	NOUN
fcis-13836	86	10	rules	rule	NOUN
fcis-13836	86	11	,	,	PUNCT
fcis-13836	86	12	thereby	thereby	ADV
fcis-13836	86	13	improving	improve	VERB
fcis-13836	86	14	the	the	DET
fcis-13836	86	15	accuracy	accuracy	NOUN
fcis-13836	86	16	of	of	ADP
fcis-13836	86	17	association	association	NOUN
fcis-13836	86	18	analysis	analysis	NOUN
fcis-13836	86	19	and	and	CCONJ
fcis-13836	86	20	the	the	DET
fcis-13836	86	21	ability	ability	NOUN
fcis-13836	86	22	to	to	PART
fcis-13836	86	23	discover	discover	VERB
fcis-13836	86	24	potential	potential	ADJ
fcis-13836	86	25	patterns	pattern	NOUN
fcis-13836	86	26	.	.	PUNCT
fcis-13836	87	1	using	use	VERB
fcis-13836	87	2	interpretable	interpretable	ADJ
fcis-13836	87	3	machine	machine	NOUN
fcis-13836	87	4	learning	learning	NOUN
fcis-13836	87	5	methods	method	NOUN
fcis-13836	87	6	such	such	ADJ
fcis-13836	87	7	as	as	ADP
fcis-13836	87	8	rulebased	rulebase	VERB
fcis-13836	87	9	classification	classification	NOUN
fcis-13836	87	10	and	and	CCONJ
fcis-13836	87	11	regression	regression	NOUN
fcis-13836	87	12	.	.	PUNCT
fcis-13836	88	1	these	these	DET
fcis-13836	88	2	methods	method	NOUN
fcis-13836	88	3	can	can	AUX
fcis-13836	88	4	generate	generate	VERB
fcis-13836	88	5	association	association	NOUN
fcis-13836	88	6	rules	rule	NOUN
fcis-13836	88	7	that	that	PRON
fcis-13836	88	8	are	be	AUX
fcis-13836	88	9	easy	easy	ADJ
fcis-13836	88	10	to	to	PART
fcis-13836	88	11	understand	understand	VERB
fcis-13836	88	12	and	and	CCONJ
fcis-13836	88	13	interpret	interpret	VERB
fcis-13836	88	14	,	,	PUNCT
fcis-13836	88	15	enabling	enable	VERB
fcis-13836	88	16	users	user	NOUN
fcis-13836	88	17	to	to	PART
fcis-13836	88	18	better	well	ADV
fcis-13836	88	19	understand	understand	VERB
fcis-13836	88	20	the	the	DET
fcis-13836	88	21	correlation	correlation	NOUN
fcis-13836	88	22	relationships	relationship	NOUN
fcis-13836	88	23	and	and	CCONJ
fcis-13836	88	24	patterns	pattern	NOUN
fcis-13836	88	25	between	between	ADP
fcis-13836	88	26	data	datum	NOUN
fcis-13836	88	27	.	.	PUNCT
fcis-13836	89	1	introduce	introduce	VERB
fcis-13836	89	2	the	the	DET
fcis-13836	89	3	method	method	NOUN
fcis-13836	89	4	of	of	ADP
fcis-13836	89	5	interactive	interactive	ADJ
fcis-13836	89	6	correlation	correlation	NOUN
fcis-13836	89	7	analysis	analysis	NOUN
fcis-13836	89	8	.	.	PUNCT
fcis-13836	90	1	interactive	interactive	ADJ
fcis-13836	90	2	association	association	NOUN
fcis-13836	90	3	analysis	analysis	NOUN
fcis-13836	90	4	enables	enable	VERB
fcis-13836	90	5	users	user	NOUN
fcis-13836	90	6	to	to	PART
fcis-13836	90	7	interact	interact	VERB
fcis-13836	90	8	more	more	ADV
fcis-13836	90	9	intuitively	intuitively	ADV
fcis-13836	90	10	with	with	ADP
fcis-13836	90	11	association	association	NOUN
fcis-13836	90	12	rules	rule	NOUN
fcis-13836	90	13	,	,	PUNCT
fcis-13836	90	14	further	far	ADV
fcis-13836	90	15	discovering	discover	VERB
fcis-13836	90	16	and	and	CCONJ
fcis-13836	90	17	verifying	verifying	NOUN
fcis-13836	90	18	association	association	NOUN
fcis-13836	90	19	relationships	relationship	NOUN
fcis-13836	90	20	by	by	ADP
fcis-13836	90	21	adjusting	adjust	VERB
fcis-13836	90	22	parameters	parameter	NOUN
fcis-13836	90	23	and	and	CCONJ
fcis-13836	90	24	observing	observe	VERB
fcis-13836	90	25	results	result	NOUN
fcis-13836	90	26	.	.	PUNCT
fcis-13836	91	1	at	at	ADP
fcis-13836	91	2	the	the	DET
fcis-13836	91	3	same	same	ADJ
fcis-13836	91	4	time	time	NOUN
fcis-13836	91	5	,	,	PUNCT
fcis-13836	91	6	combined	combine	VERB
fcis-13836	91	7	with	with	ADP
fcis-13836	91	8	visualization	visualization	NOUN
fcis-13836	91	9	technology	technology	NOUN
fcis-13836	91	10	,	,	PUNCT
fcis-13836	91	11	association	association	NOUN
fcis-13836	91	12	rules	rule	NOUN
fcis-13836	91	13	and	and	CCONJ
fcis-13836	91	14	patterns	pattern	NOUN
fcis-13836	91	15	can	can	AUX
fcis-13836	91	16	be	be	AUX
fcis-13836	91	17	displayed	display	VERB
fcis-13836	91	18	in	in	ADP
fcis-13836	91	19	an	an	DET
fcis-13836	91	20	intuitive	intuitive	ADJ
fcis-13836	91	21	manner	manner	NOUN
fcis-13836	91	22	,	,	PUNCT
fcis-13836	91	23	providing	provide	VERB
fcis-13836	91	24	a	a	DET
fcis-13836	91	25	more	more	ADV
fcis-13836	91	26	flexible	flexible	ADJ
fcis-13836	91	27	and	and	CCONJ
fcis-13836	91	28	personalized	personalized	ADJ
fcis-13836	91	29	data	datum	NOUN
fcis-13836	91	30	analysis	analysis	NOUN
fcis-13836	91	31	and	and	CCONJ
fcis-13836	91	32	visualization	visualization	NOUN
fcis-13836	91	33	experience	experience	NOUN
fcis-13836	91	34	.	.	PUNCT
fcis-13836	92	1	4	4	X
fcis-13836	92	2	.	.	X
fcis-13836	92	3	performance	performance	NOUN
fcis-13836	92	4	improvement	improvement	NOUN
fcis-13836	92	5	of	of	ADP
fcis-13836	92	6	data	datum	NOUN
fcis-13836	92	7	visualization	visualization	NOUN
fcis-13836	92	8	analysis	analysis	NOUN
fcis-13836	92	9	platform	platform	NOUN
fcis-13836	92	10	based	base	VERB
fcis-13836	92	11	on	on	ADP
fcis-13836	92	12	artificial	artificial	ADJ
fcis-13836	92	13	intelligence	intelligence	NOUN
fcis-13836	92	14	4.1	4.1	NUM
fcis-13836	92	15	.	.	PUNCT
fcis-13836	93	1	application	application	NOUN
fcis-13836	93	2	of	of	ADP
fcis-13836	93	3	parallel	parallel	ADJ
fcis-13836	93	4	computing	computing	NOUN
fcis-13836	93	5	technology	technology	NOUN
fcis-13836	93	6	the	the	DET
fcis-13836	93	7	performance	performance	NOUN
fcis-13836	93	8	improvement	improvement	NOUN
fcis-13836	93	9	of	of	ADP
fcis-13836	93	10	data	datum	NOUN
fcis-13836	93	11	visualization	visualization	NOUN
fcis-13836	93	12	analysis	analysis	NOUN
fcis-13836	93	13	platform	platform	NOUN
fcis-13836	93	14	based	base	VERB
fcis-13836	93	15	on	on	ADP
fcis-13836	93	16	artificial	artificial	ADJ
fcis-13836	93	17	intelligence	intelligence	NOUN
fcis-13836	93	18	can	can	AUX
fcis-13836	93	19	be	be	AUX
fcis-13836	93	20	achieved	achieve	VERB
fcis-13836	93	21	by	by	ADP
fcis-13836	93	22	applying	apply	VERB
fcis-13836	93	23	parallel	parallel	ADJ
fcis-13836	93	24	computing	computing	NOUN
fcis-13836	93	25	technology	technology	NOUN
fcis-13836	93	26	.	.	PUNCT
fcis-13836	94	1	parallel	parallel	ADJ
fcis-13836	94	2	computing	computing	NOUN
fcis-13836	94	3	technology	technology	NOUN
fcis-13836	94	4	can	can	AUX
fcis-13836	94	5	handle	handle	VERB
fcis-13836	94	6	multiple	multiple	ADJ
fcis-13836	94	7	tasks	task	NOUN
fcis-13836	94	8	simultaneously	simultaneously	ADV
fcis-13836	94	9	,	,	PUNCT
fcis-13836	94	10	assigning	assign	VERB
fcis-13836	94	11	a	a	DET
fcis-13836	94	12	large	large	ADJ
fcis-13836	94	13	number	number	NOUN
fcis-13836	94	14	of	of	ADP
fcis-13836	94	15	computing	compute	VERB
fcis-13836	94	16	tasks	task	NOUN
fcis-13836	94	17	to	to	ADP
fcis-13836	94	18	multiple	multiple	ADJ
fcis-13836	94	19	computing	compute	VERB
fcis-13836	94	20	units	unit	NOUN
fcis-13836	94	21	for	for	ADP
fcis-13836	94	22	parallel	parallel	ADJ
fcis-13836	94	23	processing	processing	NOUN
fcis-13836	94	24	,	,	PUNCT
fcis-13836	94	25	thereby	thereby	ADV
fcis-13836	94	26	significantly	significantly	ADV
fcis-13836	94	27	improving	improve	VERB
fcis-13836	94	28	the	the	DET
fcis-13836	94	29	efficiency	efficiency	NOUN
fcis-13836	94	30	of	of	ADP
fcis-13836	94	31	data	datum	NOUN
fcis-13836	94	32	analysis	analysis	NOUN
fcis-13836	94	33	and	and	CCONJ
fcis-13836	94	34	visualization	visualization	NOUN
fcis-13836	94	35	.	.	PUNCT
fcis-13836	95	1	utilize	utilize	VERB
fcis-13836	95	2	parallel	parallel	ADJ
fcis-13836	95	3	computing	computing	NOUN
fcis-13836	95	4	technology	technology	NOUN
fcis-13836	95	5	to	to	PART
fcis-13836	95	6	accelerate	accelerate	VERB
fcis-13836	95	7	data	datum	NOUN
fcis-13836	95	8	processing	processing	NOUN
fcis-13836	95	9	.	.	PUNCT
fcis-13836	96	1	in	in	ADP
fcis-13836	96	2	the	the	DET
fcis-13836	96	3	data	data	NOUN
fcis-13836	96	4	visualization	visualization	NOUN
fcis-13836	96	5	analysis	analysis	NOUN
fcis-13836	96	6	platform	platform	NOUN
fcis-13836	96	7	,	,	PUNCT
fcis-13836	96	8	a	a	DET
fcis-13836	96	9	large	large	ADJ
fcis-13836	96	10	amount	amount	NOUN
fcis-13836	96	11	of	of	ADP
fcis-13836	96	12	data	datum	NOUN
fcis-13836	96	13	needs	need	VERB
fcis-13836	96	14	to	to	PART
fcis-13836	96	15	be	be	AUX
fcis-13836	96	16	preprocessed	preprocesse	VERB
fcis-13836	96	17	,	,	PUNCT
fcis-13836	96	18	cleaned	clean	VERB
fcis-13836	96	19	,	,	PUNCT
fcis-13836	96	20	and	and	CCONJ
fcis-13836	96	21	transformed	transform	VERB
fcis-13836	96	22	to	to	PART
fcis-13836	96	23	meet	meet	VERB
fcis-13836	96	24	the	the	DET
fcis-13836	96	25	visualization	visualization	NOUN
fcis-13836	96	26	requirements	requirement	NOUN
fcis-13836	96	27	.	.	PUNCT
fcis-13836	97	1	by	by	ADP
fcis-13836	97	2	utilizing	utilize	VERB
fcis-13836	97	3	parallel	parallel	ADJ
fcis-13836	97	4	computing	computing	NOUN
fcis-13836	97	5	technology	technology	NOUN
fcis-13836	97	6	,	,	PUNCT
fcis-13836	97	7	data	datum	NOUN
fcis-13836	97	8	can	can	AUX
fcis-13836	97	9	be	be	AUX
fcis-13836	97	10	divided	divide	VERB
fcis-13836	97	11	into	into	ADP
fcis-13836	97	12	multiple	multiple	ADJ
fcis-13836	97	13	parts	part	NOUN
fcis-13836	97	14	and	and	CCONJ
fcis-13836	97	15	processed	process	VERB
fcis-13836	97	16	simultaneously	simultaneously	ADV
fcis-13836	97	17	on	on	ADP
fcis-13836	97	18	multiple	multiple	ADJ
fcis-13836	97	19	computing	compute	VERB
fcis-13836	97	20	units	unit	NOUN
fcis-13836	97	21	,	,	PUNCT
fcis-13836	97	22	thereby	thereby	ADV
fcis-13836	97	23	quickly	quickly	ADV
fcis-13836	97	24	completing	complete	VERB
fcis-13836	97	25	data	datum	NOUN
fcis-13836	97	26	preprocessing	preprocessing	NOUN
fcis-13836	97	27	and	and	CCONJ
fcis-13836	97	28	accelerating	accelerate	VERB
fcis-13836	97	29	data	datum	NOUN
fcis-13836	97	30	analysis	analysis	NOUN
fcis-13836	97	31	and	and	CCONJ
fcis-13836	97	32	visualization	visualization	NOUN
fcis-13836	97	33	.	.	PUNCT
fcis-13836	98	1	utilize	utilize	VERB
fcis-13836	98	2	parallel	parallel	ADJ
fcis-13836	98	3	computing	computing	NOUN
fcis-13836	98	4	technology	technology	NOUN
fcis-13836	98	5	to	to	PART
fcis-13836	98	6	accelerate	accelerate	VERB
fcis-13836	98	7	the	the	DET
fcis-13836	98	8	execution	execution	NOUN
fcis-13836	98	9	process	process	NOUN
fcis-13836	98	10	of	of	ADP
fcis-13836	98	11	algorithms	algorithm	NOUN
fcis-13836	98	12	.	.	PUNCT
fcis-13836	99	1	in	in	ADP
fcis-13836	99	2	data	data	NOUN
fcis-13836	99	3	visualization	visualization	NOUN
fcis-13836	99	4	analysis	analysis	NOUN
fcis-13836	99	5	,	,	PUNCT
fcis-13836	99	6	it	it	PRON
fcis-13836	99	7	is	be	AUX
fcis-13836	99	8	often	often	ADV
fcis-13836	99	9	necessary	necessary	ADJ
fcis-13836	99	10	to	to	PART
fcis-13836	99	11	apply	apply	VERB
fcis-13836	99	12	various	various	ADJ
fcis-13836	99	13	complex	complex	ADJ
fcis-13836	99	14	algorithms	algorithm	NOUN
fcis-13836	99	15	to	to	PART
fcis-13836	99	16	mine	mine	VERB
fcis-13836	99	17	the	the	DET
fcis-13836	99	18	association	association	NOUN
fcis-13836	99	19	rules	rule	NOUN
fcis-13836	99	20	,	,	PUNCT
fcis-13836	99	21	patterns	pattern	NOUN
fcis-13836	99	22	,	,	PUNCT
fcis-13836	99	23	and	and	CCONJ
fcis-13836	99	24	trends	trend	NOUN
fcis-13836	99	25	of	of	ADP
fcis-13836	99	26	data	datum	NOUN
fcis-13836	99	27	.	.	PUNCT
fcis-13836	100	1	the	the	DET
fcis-13836	100	2	execution	execution	NOUN
fcis-13836	100	3	process	process	NOUN
fcis-13836	100	4	of	of	ADP
fcis-13836	100	5	these	these	DET
fcis-13836	100	6	algorithms	algorithm	NOUN
fcis-13836	100	7	can	can	AUX
fcis-13836	100	8	be	be	AUX
fcis-13836	100	9	very	very	ADV
fcis-13836	100	10	timeconsuming	timeconsuming	ADJ
fcis-13836	100	11	.	.	PUNCT
fcis-13836	101	1	through	through	ADP
fcis-13836	101	2	parallel	parallel	ADJ
fcis-13836	101	3	computing	computing	NOUN
fcis-13836	101	4	technology	technology	NOUN
fcis-13836	101	5	,	,	PUNCT
fcis-13836	101	6	the	the	DET
fcis-13836	101	7	computational	computational	ADJ
fcis-13836	101	8	tasks	task	NOUN
fcis-13836	101	9	of	of	ADP
fcis-13836	101	10	the	the	DET
fcis-13836	101	11	algorithm	algorithm	NOUN
fcis-13836	101	12	can	can	AUX
fcis-13836	101	13	be	be	AUX
fcis-13836	101	14	allocated	allocate	VERB
fcis-13836	101	15	to	to	ADP
fcis-13836	101	16	multiple	multiple	ADJ
fcis-13836	101	17	computing	compute	VERB
fcis-13836	101	18	units	unit	NOUN
fcis-13836	101	19	for	for	ADP
fcis-13836	101	20	parallel	parallel	ADJ
fcis-13836	101	21	processing	processing	NOUN
fcis-13836	101	22	,	,	PUNCT
fcis-13836	101	23	thereby	thereby	ADV
fcis-13836	101	24	quickly	quickly	ADV
fcis-13836	101	25	completing	complete	VERB
fcis-13836	101	26	the	the	DET
fcis-13836	101	27	execution	execution	NOUN
fcis-13836	101	28	of	of	ADP
fcis-13836	101	29	the	the	DET
fcis-13836	101	30	algorithm	algorithm	NOUN
fcis-13836	101	31	and	and	CCONJ
fcis-13836	101	32	improving	improve	VERB
fcis-13836	101	33	the	the	DET
fcis-13836	101	34	efficiency	efficiency	NOUN
fcis-13836	101	35	of	of	ADP
fcis-13836	101	36	data	datum	NOUN
fcis-13836	101	37	visualization	visualization	NOUN
fcis-13836	101	38	analysis	analysis	NOUN
fcis-13836	101	39	.	.	PUNCT
fcis-13836	102	1	4.2	4.2	NUM
fcis-13836	102	2	.	.	PUNCT
fcis-13836	102	3	application	application	NOUN
fcis-13836	102	4	of	of	ADP
fcis-13836	102	5	distributed	distribute	VERB
fcis-13836	102	6	computing	computing	NOUN
fcis-13836	102	7	technology	technology	NOUN
fcis-13836	102	8	the	the	DET
fcis-13836	102	9	performance	performance	NOUN
fcis-13836	102	10	improvement	improvement	NOUN
fcis-13836	102	11	of	of	ADP
fcis-13836	102	12	data	datum	NOUN
fcis-13836	102	13	visualization	visualization	NOUN
fcis-13836	102	14	and	and	CCONJ
fcis-13836	102	15	analysis	analysis	NOUN
fcis-13836	102	16	platforms	platform	NOUN
fcis-13836	102	17	based	base	VERB
fcis-13836	102	18	on	on	ADP
fcis-13836	102	19	artificial	artificial	ADJ
fcis-13836	102	20	intelligence	intelligence	NOUN
fcis-13836	102	21	can	can	AUX
fcis-13836	102	22	be	be	AUX
fcis-13836	102	23	achieved	achieve	VERB
fcis-13836	102	24	by	by	ADP
fcis-13836	102	25	applying	apply	VERB
fcis-13836	102	26	distributed	distribute	VERB
fcis-13836	102	27	computing	computing	NOUN
fcis-13836	102	28	technology	technology	NOUN
fcis-13836	102	29	.	.	PUNCT
fcis-13836	103	1	distributed	distribute	VERB
fcis-13836	103	2	computing	computing	NOUN
fcis-13836	103	3	technology	technology	NOUN
fcis-13836	103	4	allocates	allocate	VERB
fcis-13836	103	5	computing	compute	VERB
fcis-13836	103	6	tasks	task	NOUN
fcis-13836	103	7	to	to	ADP
fcis-13836	103	8	multiple	multiple	ADJ
fcis-13836	103	9	computing	computing	NOUN
fcis-13836	103	10	nodes	node	NOUN
fcis-13836	103	11	,	,	PUNCT
fcis-13836	103	12	completing	complete	VERB
fcis-13836	103	13	tasks	task	NOUN
fcis-13836	103	14	through	through	ADP
fcis-13836	103	15	coordination	coordination	NOUN
fcis-13836	103	16	and	and	CCONJ
fcis-13836	103	17	cooperation	cooperation	NOUN
fcis-13836	103	18	to	to	PART
fcis-13836	103	19	improve	improve	VERB
fcis-13836	103	20	computing	compute	VERB
fcis-13836	103	21	efficiency	efficiency	NOUN
fcis-13836	103	22	and	and	CCONJ
fcis-13836	103	23	performance	performance	NOUN
fcis-13836	103	24	.	.	PUNCT
fcis-13836	104	1	utilize	utilize	VERB
fcis-13836	104	2	distributed	distribute	VERB
fcis-13836	104	3	computing	computing	NOUN
fcis-13836	104	4	technology	technology	NOUN
fcis-13836	104	5	to	to	PART
fcis-13836	104	6	accelerate	accelerate	VERB
fcis-13836	104	7	the	the	DET
fcis-13836	104	8	processing	processing	NOUN
fcis-13836	104	9	of	of	ADP
fcis-13836	104	10	large	large	ADJ
fcis-13836	104	11	-	-	PUNCT
fcis-13836	104	12	scale	scale	NOUN
fcis-13836	104	13	data	datum	NOUN
fcis-13836	104	14	.	.	PUNCT
fcis-13836	105	1	in	in	ADP
fcis-13836	105	2	data	data	NOUN
fcis-13836	105	3	visualization	visualization	NOUN
fcis-13836	105	4	analysis	analysis	NOUN
fcis-13836	105	5	,	,	PUNCT
fcis-13836	105	6	there	there	PRON
fcis-13836	105	7	are	be	VERB
fcis-13836	105	8	often	often	ADV
fcis-13836	105	9	challenges	challenge	NOUN
fcis-13836	105	10	in	in	ADP
fcis-13836	105	11	processing	process	VERB
fcis-13836	105	12	massive	massive	ADJ
fcis-13836	105	13	amounts	amount	NOUN
fcis-13836	105	14	of	of	ADP
fcis-13836	105	15	data	datum	NOUN
fcis-13836	105	16	.	.	PUNCT
fcis-13836	106	1	through	through	ADP
fcis-13836	106	2	distributed	distribute	VERB
fcis-13836	106	3	computing	computing	NOUN
fcis-13836	106	4	technology	technology	NOUN
fcis-13836	106	5	,	,	PUNCT
fcis-13836	106	6	data	datum	NOUN
fcis-13836	106	7	can	can	AUX
fcis-13836	106	8	be	be	AUX
fcis-13836	106	9	divided	divide	VERB
fcis-13836	106	10	into	into	ADP
fcis-13836	106	11	multiple	multiple	ADJ
fcis-13836	106	12	parts	part	NOUN
fcis-13836	106	13	and	and	CCONJ
fcis-13836	106	14	allocated	allocate	VERB
fcis-13836	106	15	to	to	ADP
fcis-13836	106	16	different	different	ADJ
fcis-13836	106	17	computing	computing	NOUN
fcis-13836	106	18	nodes	node	NOUN
fcis-13836	106	19	for	for	ADP
fcis-13836	106	20	processing	processing	NOUN
fcis-13836	106	21	,	,	PUNCT
fcis-13836	106	22	thereby	thereby	ADV
fcis-13836	106	23	processing	process	VERB
fcis-13836	106	24	largescale	largescale	NOUN
fcis-13836	106	25	data	datum	NOUN
fcis-13836	106	26	in	in	ADP
fcis-13836	106	27	parallel	parallel	ADJ
fcis-13836	106	28	and	and	CCONJ
fcis-13836	106	29	improving	improve	VERB
fcis-13836	106	30	the	the	DET
fcis-13836	106	31	speed	speed	NOUN
fcis-13836	106	32	of	of	ADP
fcis-13836	106	33	data	datum	NOUN
fcis-13836	106	34	analysis	analysis	NOUN
fcis-13836	106	35	and	and	CCONJ
fcis-13836	106	36	visualization	visualization	NOUN
fcis-13836	106	37	.	.	PUNCT
fcis-13836	107	1	utilize	utilize	VERB
fcis-13836	107	2	distributed	distribute	VERB
fcis-13836	107	3	computing	computing	NOUN
fcis-13836	107	4	technology	technology	NOUN
fcis-13836	107	5	to	to	PART
fcis-13836	107	6	accelerate	accelerate	VERB
fcis-13836	107	7	the	the	DET
fcis-13836	107	8	execution	execution	NOUN
fcis-13836	107	9	of	of	ADP
fcis-13836	107	10	complex	complex	ADJ
fcis-13836	107	11	algorithms	algorithm	NOUN
fcis-13836	107	12	.	.	PUNCT
fcis-13836	108	1	in	in	ADP
fcis-13836	108	2	data	data	NOUN
fcis-13836	108	3	visualization	visualization	NOUN
fcis-13836	108	4	analysis	analysis	NOUN
fcis-13836	108	5	,	,	PUNCT
fcis-13836	108	6	it	it	PRON
fcis-13836	108	7	is	be	AUX
fcis-13836	108	8	often	often	ADV
fcis-13836	108	9	necessary	necessary	ADJ
fcis-13836	108	10	to	to	PART
fcis-13836	108	11	apply	apply	VERB
fcis-13836	108	12	complex	complex	ADJ
fcis-13836	108	13	algorithms	algorithm	NOUN
fcis-13836	108	14	to	to	PART
fcis-13836	108	15	mine	mine	VERB
fcis-13836	108	16	the	the	DET
fcis-13836	108	17	association	association	NOUN
fcis-13836	108	18	rules	rule	NOUN
fcis-13836	108	19	and	and	CCONJ
fcis-13836	108	20	patterns	pattern	NOUN
fcis-13836	108	21	of	of	ADP
fcis-13836	108	22	data	datum	NOUN
fcis-13836	108	23	.	.	PUNCT
fcis-13836	109	1	the	the	DET
fcis-13836	109	2	execution	execution	NOUN
fcis-13836	109	3	process	process	NOUN
fcis-13836	109	4	of	of	ADP
fcis-13836	109	5	these	these	DET
fcis-13836	109	6	algorithms	algorithm	NOUN
fcis-13836	109	7	can	can	AUX
fcis-13836	109	8	be	be	AUX
fcis-13836	109	9	very	very	ADV
fcis-13836	109	10	time	time	NOUN
fcis-13836	109	11	-	-	PUNCT
fcis-13836	109	12	consuming	consume	VERB
fcis-13836	109	13	.	.	PUNCT
fcis-13836	110	1	through	through	ADP
fcis-13836	110	2	distributed	distribute	VERB
fcis-13836	110	3	computing	computing	NOUN
fcis-13836	110	4	technology	technology	NOUN
fcis-13836	110	5	,	,	PUNCT
fcis-13836	110	6	the	the	DET
fcis-13836	110	7	computational	computational	ADJ
fcis-13836	110	8	tasks	task	NOUN
fcis-13836	110	9	of	of	ADP
fcis-13836	110	10	algorithms	algorithm	NOUN
fcis-13836	110	11	can	can	AUX
fcis-13836	110	12	be	be	AUX
fcis-13836	110	13	allocated	allocate	VERB
fcis-13836	110	14	to	to	ADP
fcis-13836	110	15	multiple	multiple	ADJ
fcis-13836	110	16	computing	compute	VERB
fcis-13836	110	17	nodes	node	NOUN
fcis-13836	110	18	and	and	CCONJ
fcis-13836	110	19	executed	execute	VERB
fcis-13836	110	20	in	in	ADP
fcis-13836	110	21	parallel	parallel	NOUN
fcis-13836	110	22	,	,	PUNCT
fcis-13836	110	23	thereby	thereby	ADV
fcis-13836	110	24	accelerating	accelerate	VERB
fcis-13836	110	25	the	the	DET
fcis-13836	110	26	execution	execution	NOUN
fcis-13836	110	27	speed	speed	NOUN
fcis-13836	110	28	of	of	ADP
fcis-13836	110	29	algorithms	algorithm	NOUN
fcis-13836	110	30	and	and	CCONJ
fcis-13836	110	31	improving	improve	VERB
fcis-13836	110	32	the	the	DET
fcis-13836	110	33	efficiency	efficiency	NOUN
fcis-13836	110	34	of	of	ADP
fcis-13836	110	35	data	datum	NOUN
fcis-13836	110	36	visualization	visualization	NOUN
fcis-13836	110	37	analysis	analysis	NOUN
fcis-13836	110	38	.	.	PUNCT
fcis-13836	111	1	4.3	4.3	NUM
fcis-13836	111	2	.	.	PUNCT
fcis-13836	111	3	application	application	NOUN
fcis-13836	111	4	of	of	ADP
fcis-13836	111	5	data	datum	NOUN
fcis-13836	111	6	compression	compression	NOUN
fcis-13836	111	7	technology	technology	NOUN
fcis-13836	111	8	the	the	DET
fcis-13836	111	9	data	data	NOUN
fcis-13836	111	10	visualization	visualization	NOUN
fcis-13836	111	11	analysis	analysis	NOUN
fcis-13836	111	12	platform	platform	NOUN
fcis-13836	111	13	based	base	VERB
fcis-13836	111	14	on	on	ADP
fcis-13836	111	15	artificial	artificial	ADJ
fcis-13836	111	16	intelligence	intelligence	NOUN
fcis-13836	111	17	can	can	AUX
fcis-13836	111	18	apply	apply	VERB
fcis-13836	111	19	data	data	NOUN
fcis-13836	111	20	indexing	indexing	NOUN
fcis-13836	111	21	technology	technology	NOUN
fcis-13836	111	22	in	in	ADP
fcis-13836	111	23	terms	term	NOUN
fcis-13836	111	24	of	of	ADP
fcis-13836	111	25	performance	performance	NOUN
fcis-13836	111	26	improvement	improvement	NOUN
fcis-13836	111	27	.	.	PUNCT
fcis-13836	112	1	data	datum	NOUN
fcis-13836	112	2	indexing	indexing	NOUN
fcis-13836	112	3	technology	technology	NOUN
fcis-13836	112	4	is	be	AUX
fcis-13836	112	5	an	an	DET
fcis-13836	112	6	efficient	efficient	ADJ
fcis-13836	112	7	method	method	NOUN
fcis-13836	112	8	of	of	ADP
fcis-13836	112	9	data	datum	NOUN
fcis-13836	112	10	access	access	NOUN
fcis-13836	112	11	and	and	CCONJ
fcis-13836	112	12	query	query	NOUN
fcis-13836	112	13	,	,	PUNCT
fcis-13836	112	14	which	which	PRON
fcis-13836	112	15	can	can	AUX
fcis-13836	112	16	quickly	quickly	ADV
fcis-13836	112	17	locate	locate	VERB
fcis-13836	112	18	and	and	CCONJ
fcis-13836	112	19	retrieve	retrieve	VERB
fcis-13836	112	20	data	datum	NOUN
fcis-13836	112	21	by	by	ADP
fcis-13836	112	22	establishing	establish	VERB
fcis-13836	112	23	an	an	DET
fcis-13836	112	24	index	index	NOUN
fcis-13836	112	25	structure	structure	NOUN
fcis-13836	112	26	.	.	PUNCT
fcis-13836	113	1	in	in	ADP
fcis-13836	113	2	the	the	DET
fcis-13836	113	3	data	data	NOUN
fcis-13836	113	4	visualization	visualization	NOUN
fcis-13836	113	5	analysis	analysis	NOUN
fcis-13836	113	6	platform	platform	NOUN
fcis-13836	113	7	,	,	PUNCT
fcis-13836	113	8	the	the	DET
fcis-13836	113	9	use	use	NOUN
fcis-13836	113	10	of	of	ADP
fcis-13836	113	11	data	data	NOUN
fcis-13836	113	12	indexing	indexing	NOUN
fcis-13836	113	13	technology	technology	NOUN
fcis-13836	113	14	can	can	AUX
fcis-13836	113	15	accelerate	accelerate	VERB
fcis-13836	113	16	the	the	DET
fcis-13836	113	17	speed	speed	NOUN
fcis-13836	113	18	of	of	ADP
fcis-13836	113	19	data	datum	NOUN
fcis-13836	113	20	query	query	NOUN
fcis-13836	113	21	and	and	CCONJ
fcis-13836	113	22	analysis	analysis	NOUN
fcis-13836	113	23	,	,	PUNCT
fcis-13836	113	24	and	and	CCONJ
fcis-13836	113	25	improve	improve	VERB
fcis-13836	113	26	the	the	DET
fcis-13836	113	27	system	system	NOUN
fcis-13836	113	28	's	's	PART
fcis-13836	113	29	response	response	NOUN
fcis-13836	113	30	performance	performance	NOUN
fcis-13836	113	31	.	.	PUNCT
fcis-13836	114	1	data	datum	NOUN
fcis-13836	114	2	indexing	indexing	NOUN
fcis-13836	114	3	technology	technology	NOUN
fcis-13836	114	4	can	can	AUX
fcis-13836	114	5	accelerate	accelerate	VERB
fcis-13836	114	6	the	the	DET
fcis-13836	114	7	process	process	NOUN
fcis-13836	114	8	of	of	ADP
fcis-13836	114	9	querying	query	VERB
fcis-13836	114	10	and	and	CCONJ
fcis-13836	114	11	filtering	filter	VERB
fcis-13836	114	12	data	datum	NOUN
fcis-13836	114	13	.	.	PUNCT
fcis-13836	115	1	in	in	ADP
fcis-13836	115	2	data	data	NOUN
fcis-13836	115	3	visualization	visualization	NOUN
fcis-13836	115	4	analysis	analysis	NOUN
fcis-13836	115	5	platforms	platform	NOUN
fcis-13836	115	6	,	,	PUNCT
fcis-13836	115	7	users	user	NOUN
fcis-13836	115	8	often	often	ADV
fcis-13836	115	9	need	need	VERB
fcis-13836	115	10	to	to	PART
fcis-13836	115	11	query	query	VERB
fcis-13836	115	12	and	and	CCONJ
fcis-13836	115	13	filter	filter	NOUN
fcis-13836	115	14	data	datum	NOUN
fcis-13836	115	15	based	base	VERB
fcis-13836	115	16	on	on	ADP
fcis-13836	115	17	specific	specific	ADJ
fcis-13836	115	18	conditions	condition	NOUN
fcis-13836	115	19	.	.	PUNCT
fcis-13836	116	1	by	by	ADP
fcis-13836	116	2	using	use	VERB
fcis-13836	116	3	data	datum	NOUN
fcis-13836	116	4	indexing	indexing	NOUN
fcis-13836	116	5	technology	technology	NOUN
fcis-13836	116	6	,	,	PUNCT
fcis-13836	116	7	index	index	NOUN
fcis-13836	116	8	structures	structure	NOUN
fcis-13836	116	9	can	can	AUX
fcis-13836	116	10	be	be	AUX
fcis-13836	116	11	established	establish	VERB
fcis-13836	116	12	to	to	PART
fcis-13836	116	13	quickly	quickly	ADV
fcis-13836	116	14	locate	locate	VERB
fcis-13836	116	15	eligible	eligible	ADJ
fcis-13836	116	16	data	datum	NOUN
fcis-13836	116	17	,	,	PUNCT
fcis-13836	116	18	avoiding	avoid	VERB
fcis-13836	116	19	the	the	DET
fcis-13836	116	20	inefficient	inefficient	ADJ
fcis-13836	116	21	query	query	NOUN
fcis-13836	116	22	method	method	NOUN
fcis-13836	116	23	of	of	ADP
fcis-13836	116	24	full	full	ADJ
fcis-13836	116	25	table	table	NOUN
fcis-13836	116	26	scanning	scanning	NOUN
fcis-13836	116	27	and	and	CCONJ
fcis-13836	116	28	improving	improve	VERB
fcis-13836	116	29	the	the	DET
fcis-13836	116	30	query	query	NOUN
fcis-13836	116	31	speed	speed	NOUN
fcis-13836	116	32	of	of	ADP
fcis-13836	116	33	data	datum	NOUN
fcis-13836	116	34	.	.	PUNCT
fcis-13836	117	1	17	17	NUM
fcis-13836	117	2	data	datum	NOUN
fcis-13836	117	3	indexing	indexing	NOUN
fcis-13836	117	4	technology	technology	NOUN
fcis-13836	117	5	can	can	AUX
fcis-13836	117	6	optimize	optimize	VERB
fcis-13836	117	7	the	the	DET
fcis-13836	117	8	process	process	NOUN
fcis-13836	117	9	of	of	ADP
fcis-13836	117	10	data	datum	NOUN
fcis-13836	117	11	aggregation	aggregation	NOUN
fcis-13836	117	12	and	and	CCONJ
fcis-13836	117	13	statistical	statistical	ADJ
fcis-13836	117	14	analysis	analysis	NOUN
fcis-13836	117	15	.	.	PUNCT
fcis-13836	118	1	in	in	ADP
fcis-13836	118	2	data	data	NOUN
fcis-13836	118	3	visualization	visualization	NOUN
fcis-13836	118	4	analysis	analysis	NOUN
fcis-13836	118	5	,	,	PUNCT
fcis-13836	118	6	it	it	PRON
fcis-13836	118	7	is	be	AUX
fcis-13836	118	8	often	often	ADV
fcis-13836	118	9	necessary	necessary	ADJ
fcis-13836	118	10	to	to	PART
fcis-13836	118	11	aggregate	aggregate	VERB
fcis-13836	118	12	and	and	CCONJ
fcis-13836	118	13	statistically	statistically	ADV
fcis-13836	118	14	analyze	analyze	VERB
fcis-13836	118	15	a	a	DET
fcis-13836	118	16	large	large	ADJ
fcis-13836	118	17	amount	amount	NOUN
fcis-13836	118	18	of	of	ADP
fcis-13836	118	19	data	datum	NOUN
fcis-13836	118	20	.	.	PUNCT
fcis-13836	119	1	by	by	ADP
fcis-13836	119	2	using	use	VERB
fcis-13836	119	3	data	datum	NOUN
fcis-13836	119	4	indexing	indexing	NOUN
fcis-13836	119	5	technology	technology	NOUN
fcis-13836	119	6	,	,	PUNCT
fcis-13836	119	7	an	an	DET
fcis-13836	119	8	index	index	NOUN
fcis-13836	119	9	structure	structure	NOUN
fcis-13836	119	10	can	can	AUX
fcis-13836	119	11	be	be	AUX
fcis-13836	119	12	established	establish	VERB
fcis-13836	119	13	in	in	ADP
fcis-13836	119	14	advance	advance	NOUN
fcis-13836	119	15	,	,	PUNCT
fcis-13836	119	16	accelerating	accelerate	VERB
fcis-13836	119	17	the	the	DET
fcis-13836	119	18	process	process	NOUN
fcis-13836	119	19	of	of	ADP
fcis-13836	119	20	data	datum	NOUN
fcis-13836	119	21	aggregation	aggregation	NOUN
fcis-13836	119	22	and	and	CCONJ
fcis-13836	119	23	statistical	statistical	ADJ
fcis-13836	119	24	analysis	analysis	NOUN
fcis-13836	119	25	,	,	PUNCT
fcis-13836	119	26	and	and	CCONJ
fcis-13836	119	27	improving	improve	VERB
fcis-13836	119	28	the	the	DET
fcis-13836	119	29	system	system	NOUN
fcis-13836	119	30	's	's	PART
fcis-13836	119	31	response	response	NOUN
fcis-13836	119	32	performance	performance	NOUN
fcis-13836	119	33	.	.	PUNCT
fcis-13836	120	1	4.4	4.4	NUM
fcis-13836	120	2	.	.	PUNCT
fcis-13836	120	3	application	application	NOUN
fcis-13836	120	4	of	of	ADP
fcis-13836	120	5	data	datum	NOUN
fcis-13836	120	6	indexing	indexing	NOUN
fcis-13836	120	7	technology	technology	NOUN
fcis-13836	120	8	in	in	ADP
fcis-13836	120	9	the	the	DET
fcis-13836	120	10	performance	performance	NOUN
fcis-13836	120	11	improvement	improvement	NOUN
fcis-13836	120	12	of	of	ADP
fcis-13836	120	13	data	datum	NOUN
fcis-13836	120	14	visualization	visualization	NOUN
fcis-13836	120	15	analysis	analysis	NOUN
fcis-13836	120	16	platforms	platform	NOUN
fcis-13836	120	17	based	base	VERB
fcis-13836	120	18	on	on	ADP
fcis-13836	120	19	artificial	artificial	ADJ
fcis-13836	120	20	intelligence	intelligence	NOUN
fcis-13836	120	21	,	,	PUNCT
fcis-13836	120	22	data	datum	NOUN
fcis-13836	120	23	compression	compression	NOUN
fcis-13836	120	24	technology	technology	NOUN
fcis-13836	120	25	can	can	AUX
fcis-13836	120	26	be	be	AUX
fcis-13836	120	27	applied	apply	VERB
fcis-13836	120	28	.	.	PUNCT
fcis-13836	121	1	data	datum	NOUN
fcis-13836	121	2	compression	compression	NOUN
fcis-13836	121	3	technology	technology	NOUN
fcis-13836	121	4	is	be	AUX
fcis-13836	121	5	a	a	DET
fcis-13836	121	6	method	method	NOUN
fcis-13836	121	7	of	of	ADP
fcis-13836	121	8	converting	convert	VERB
fcis-13836	121	9	data	datum	NOUN
fcis-13836	121	10	into	into	ADP
fcis-13836	121	11	a	a	DET
fcis-13836	121	12	more	more	ADV
fcis-13836	121	13	compact	compact	ADJ
fcis-13836	121	14	form	form	NOUN
fcis-13836	121	15	,	,	PUNCT
fcis-13836	121	16	which	which	PRON
fcis-13836	121	17	can	can	AUX
fcis-13836	121	18	reduce	reduce	VERB
fcis-13836	121	19	the	the	DET
fcis-13836	121	20	storage	storage	NOUN
fcis-13836	121	21	space	space	NOUN
fcis-13836	121	22	and	and	CCONJ
fcis-13836	121	23	transmission	transmission	NOUN
fcis-13836	121	24	bandwidth	bandwidth	NOUN
fcis-13836	121	25	of	of	ADP
fcis-13836	121	26	data	datum	NOUN
fcis-13836	121	27	.	.	PUNCT
fcis-13836	122	1	in	in	ADP
fcis-13836	122	2	the	the	DET
fcis-13836	122	3	data	data	NOUN
fcis-13836	122	4	visualization	visualization	NOUN
fcis-13836	122	5	analysis	analysis	NOUN
fcis-13836	122	6	platform	platform	NOUN
fcis-13836	122	7	,	,	PUNCT
fcis-13836	122	8	the	the	DET
fcis-13836	122	9	use	use	NOUN
fcis-13836	122	10	of	of	ADP
fcis-13836	122	11	data	datum	NOUN
fcis-13836	122	12	compression	compression	NOUN
fcis-13836	122	13	technology	technology	NOUN
fcis-13836	122	14	can	can	AUX
fcis-13836	122	15	reduce	reduce	VERB
fcis-13836	122	16	the	the	DET
fcis-13836	122	17	storage	storage	NOUN
fcis-13836	122	18	and	and	CCONJ
fcis-13836	122	19	transmission	transmission	NOUN
fcis-13836	122	20	costs	cost	NOUN
fcis-13836	122	21	of	of	ADP
fcis-13836	122	22	data	datum	NOUN
fcis-13836	122	23	,	,	PUNCT
fcis-13836	122	24	and	and	CCONJ
fcis-13836	122	25	improve	improve	VERB
fcis-13836	122	26	the	the	DET
fcis-13836	122	27	performance	performance	NOUN
fcis-13836	122	28	and	and	CCONJ
fcis-13836	122	29	efficiency	efficiency	NOUN
fcis-13836	122	30	of	of	ADP
fcis-13836	122	31	the	the	DET
fcis-13836	122	32	system	system	NOUN
fcis-13836	122	33	.	.	PUNCT
fcis-13836	123	1	data	datum	NOUN
fcis-13836	123	2	compression	compression	NOUN
fcis-13836	123	3	technology	technology	NOUN
fcis-13836	123	4	can	can	AUX
fcis-13836	123	5	reduce	reduce	VERB
fcis-13836	123	6	the	the	DET
fcis-13836	123	7	storage	storage	NOUN
fcis-13836	123	8	space	space	NOUN
fcis-13836	123	9	of	of	ADP
fcis-13836	123	10	data	datum	NOUN
fcis-13836	123	11	.	.	PUNCT
fcis-13836	124	1	in	in	ADP
fcis-13836	124	2	data	data	NOUN
fcis-13836	124	3	visualization	visualization	NOUN
fcis-13836	124	4	analysis	analysis	NOUN
fcis-13836	124	5	platforms	platform	NOUN
fcis-13836	124	6	,	,	PUNCT
fcis-13836	124	7	it	it	PRON
fcis-13836	124	8	is	be	AUX
fcis-13836	124	9	usually	usually	ADV
fcis-13836	124	10	necessary	necessary	ADJ
fcis-13836	124	11	to	to	PART
fcis-13836	124	12	process	process	VERB
fcis-13836	124	13	a	a	DET
fcis-13836	124	14	large	large	ADJ
fcis-13836	124	15	amount	amount	NOUN
fcis-13836	124	16	of	of	ADP
fcis-13836	124	17	data	datum	NOUN
fcis-13836	124	18	.	.	PUNCT
fcis-13836	125	1	by	by	ADP
fcis-13836	125	2	using	use	VERB
fcis-13836	125	3	data	datum	NOUN
fcis-13836	125	4	compression	compression	NOUN
fcis-13836	125	5	technology	technology	NOUN
fcis-13836	125	6	,	,	PUNCT
fcis-13836	125	7	data	datum	NOUN
fcis-13836	125	8	can	can	AUX
fcis-13836	125	9	be	be	AUX
fcis-13836	125	10	transformed	transform	VERB
fcis-13836	125	11	into	into	ADP
fcis-13836	125	12	a	a	DET
fcis-13836	125	13	more	more	ADV
fcis-13836	125	14	compact	compact	ADJ
fcis-13836	125	15	form	form	NOUN
fcis-13836	125	16	,	,	PUNCT
fcis-13836	125	17	reducing	reduce	VERB
fcis-13836	125	18	the	the	DET
fcis-13836	125	19	storage	storage	NOUN
fcis-13836	125	20	space	space	NOUN
fcis-13836	125	21	requirements	requirement	NOUN
fcis-13836	125	22	of	of	ADP
fcis-13836	125	23	data	datum	NOUN
fcis-13836	125	24	,	,	PUNCT
fcis-13836	125	25	thereby	thereby	ADV
fcis-13836	125	26	saving	save	VERB
fcis-13836	125	27	storage	storage	NOUN
fcis-13836	125	28	resources	resource	NOUN
fcis-13836	125	29	and	and	CCONJ
fcis-13836	125	30	improving	improve	VERB
fcis-13836	125	31	data	datum	NOUN
fcis-13836	125	32	read	read	VERB
fcis-13836	125	33	and	and	CCONJ
fcis-13836	125	34	write	write	VERB
fcis-13836	125	35	speed	speed	NOUN
fcis-13836	125	36	.	.	PUNCT
fcis-13836	126	1	data	datum	NOUN
fcis-13836	126	2	compression	compression	NOUN
fcis-13836	126	3	technology	technology	NOUN
fcis-13836	126	4	can	can	AUX
fcis-13836	126	5	reduce	reduce	VERB
fcis-13836	126	6	the	the	DET
fcis-13836	126	7	transmission	transmission	NOUN
fcis-13836	126	8	bandwidth	bandwidth	NOUN
fcis-13836	126	9	of	of	ADP
fcis-13836	126	10	data	datum	NOUN
fcis-13836	126	11	.	.	PUNCT
fcis-13836	127	1	in	in	ADP
fcis-13836	127	2	data	data	NOUN
fcis-13836	127	3	visualization	visualization	NOUN
fcis-13836	127	4	analysis	analysis	NOUN
fcis-13836	127	5	,	,	PUNCT
fcis-13836	127	6	data	datum	NOUN
fcis-13836	127	7	transmission	transmission	NOUN
fcis-13836	127	8	is	be	AUX
fcis-13836	127	9	a	a	DET
fcis-13836	127	10	common	common	ADJ
fcis-13836	127	11	bottleneck	bottleneck	NOUN
fcis-13836	127	12	,	,	PUNCT
fcis-13836	127	13	especially	especially	ADV
fcis-13836	127	14	in	in	ADP
fcis-13836	127	15	poor	poor	ADJ
fcis-13836	127	16	network	network	NOUN
fcis-13836	127	17	environments	environment	NOUN
fcis-13836	127	18	or	or	CCONJ
fcis-13836	127	19	large	large	ADJ
fcis-13836	127	20	data	datum	NOUN
fcis-13836	127	21	volumes	volume	NOUN
fcis-13836	127	22	.	.	PUNCT
fcis-13836	128	1	by	by	ADP
fcis-13836	128	2	using	use	VERB
fcis-13836	128	3	data	datum	NOUN
fcis-13836	128	4	compression	compression	NOUN
fcis-13836	128	5	technology	technology	NOUN
fcis-13836	128	6	,	,	PUNCT
fcis-13836	128	7	the	the	DET
fcis-13836	128	8	volume	volume	NOUN
fcis-13836	128	9	of	of	ADP
fcis-13836	128	10	data	datum	NOUN
fcis-13836	128	11	can	can	AUX
fcis-13836	128	12	be	be	AUX
fcis-13836	128	13	reduced	reduce	VERB
fcis-13836	128	14	,	,	PUNCT
fcis-13836	128	15	the	the	DET
fcis-13836	128	16	bandwidth	bandwidth	ADJ
fcis-13836	128	17	requirements	requirement	NOUN
fcis-13836	128	18	for	for	ADP
fcis-13836	128	19	data	data	NOUN
fcis-13836	128	20	transmission	transmission	NOUN
fcis-13836	128	21	can	can	AUX
fcis-13836	128	22	be	be	AUX
fcis-13836	128	23	reduced	reduce	VERB
fcis-13836	128	24	,	,	PUNCT
fcis-13836	128	25	and	and	CCONJ
fcis-13836	128	26	the	the	DET
fcis-13836	128	27	speed	speed	NOUN
fcis-13836	128	28	and	and	CCONJ
fcis-13836	128	29	efficiency	efficiency	NOUN
fcis-13836	128	30	of	of	ADP
fcis-13836	128	31	data	data	NOUN
fcis-13836	128	32	transmission	transmission	NOUN
fcis-13836	128	33	can	can	AUX
fcis-13836	128	34	be	be	AUX
fcis-13836	128	35	improved	improve	VERB
fcis-13836	128	36	.	.	PUNCT
fcis-13836	129	1	5	5	X
fcis-13836	129	2	.	.	X
fcis-13836	129	3	conclusion	conclusion	VERB
fcis-13836	129	4	the	the	DET
fcis-13836	129	5	algorithm	algorithm	NOUN
fcis-13836	129	6	optimization	optimization	NOUN
fcis-13836	129	7	and	and	CCONJ
fcis-13836	129	8	performance	performance	NOUN
fcis-13836	129	9	improvement	improvement	NOUN
fcis-13836	129	10	of	of	ADP
fcis-13836	129	11	data	datum	NOUN
fcis-13836	129	12	visualization	visualization	NOUN
fcis-13836	129	13	analysis	analysis	NOUN
fcis-13836	129	14	platforms	platform	NOUN
fcis-13836	129	15	based	base	VERB
fcis-13836	129	16	on	on	ADP
fcis-13836	129	17	artificial	artificial	ADJ
fcis-13836	129	18	intelligence	intelligence	NOUN
fcis-13836	129	19	is	be	AUX
fcis-13836	129	20	an	an	DET
fcis-13836	129	21	important	important	ADJ
fcis-13836	129	22	research	research	NOUN
fcis-13836	129	23	direction	direction	NOUN
fcis-13836	129	24	.	.	PUNCT
fcis-13836	130	1	by	by	ADP
fcis-13836	130	2	applying	apply	VERB
fcis-13836	130	3	data	datum	NOUN
fcis-13836	130	4	compression	compression	NOUN
fcis-13836	130	5	technology	technology	NOUN
fcis-13836	130	6	and	and	CCONJ
fcis-13836	130	7	optimizing	optimize	VERB
fcis-13836	130	8	data	datum	NOUN
fcis-13836	130	9	processing	processing	NOUN
fcis-13836	130	10	algorithms	algorithm	NOUN
fcis-13836	130	11	,	,	PUNCT
fcis-13836	130	12	the	the	DET
fcis-13836	130	13	efficiency	efficiency	NOUN
fcis-13836	130	14	and	and	CCONJ
fcis-13836	130	15	performance	performance	NOUN
fcis-13836	130	16	of	of	ADP
fcis-13836	130	17	the	the	DET
fcis-13836	130	18	system	system	NOUN
fcis-13836	130	19	can	can	AUX
fcis-13836	130	20	be	be	AUX
fcis-13836	130	21	improved	improve	VERB
fcis-13836	130	22	.	.	PUNCT
fcis-13836	131	1	in	in	ADP
fcis-13836	131	2	the	the	DET
fcis-13836	131	3	future	future	NOUN
fcis-13836	131	4	,	,	PUNCT
fcis-13836	131	5	we	we	PRON
fcis-13836	131	6	can	can	AUX
fcis-13836	131	7	further	far	ADV
fcis-13836	131	8	explore	explore	VERB
fcis-13836	131	9	the	the	DET
fcis-13836	131	10	application	application	NOUN
fcis-13836	131	11	of	of	ADP
fcis-13836	131	12	data	datum	NOUN
fcis-13836	131	13	compression	compression	NOUN
fcis-13836	131	14	technology	technology	NOUN
fcis-13836	131	15	in	in	ADP
fcis-13836	131	16	data	datum	NOUN
fcis-13836	131	17	visualization	visualization	NOUN
fcis-13836	131	18	analysis	analysis	NOUN
fcis-13836	131	19	,	,	PUNCT
fcis-13836	131	20	strengthen	strengthen	VERB
fcis-13836	131	21	algorithm	algorithm	NOUN
fcis-13836	131	22	optimization	optimization	NOUN
fcis-13836	131	23	,	,	PUNCT
fcis-13836	131	24	improve	improve	VERB
fcis-13836	131	25	the	the	DET
fcis-13836	131	26	real	real	ADJ
fcis-13836	131	27	-	-	PUNCT
fcis-13836	131	28	time	time	NOUN
fcis-13836	131	29	and	and	CCONJ
fcis-13836	131	30	scalability	scalability	NOUN
fcis-13836	131	31	of	of	ADP
fcis-13836	131	32	the	the	DET
fcis-13836	131	33	system	system	NOUN
fcis-13836	131	34	,	,	PUNCT
fcis-13836	131	35	to	to	PART
fcis-13836	131	36	meet	meet	VERB
fcis-13836	131	37	the	the	DET
fcis-13836	131	38	growing	grow	VERB
fcis-13836	131	39	demand	demand	NOUN
fcis-13836	131	40	for	for	ADP
fcis-13836	131	41	data	data	NOUN
fcis-13836	131	42	processing	processing	NOUN
fcis-13836	131	43	,	,	PUNCT
fcis-13836	131	44	and	and	CCONJ
fcis-13836	131	45	promote	promote	VERB
fcis-13836	131	46	the	the	DET
fcis-13836	131	47	application	application	NOUN
fcis-13836	131	48	and	and	CCONJ
fcis-13836	131	49	innovation	innovation	NOUN
fcis-13836	131	50	of	of	ADP
fcis-13836	131	51	artificial	artificial	ADJ
fcis-13836	131	52	intelligence	intelligence	NOUN
fcis-13836	131	53	in	in	ADP
fcis-13836	131	54	the	the	DET
fcis-13836	131	55	field	field	NOUN
fcis-13836	131	56	of	of	ADP
fcis-13836	131	57	data	datum	NOUN
fcis-13836	131	58	visualization	visualization	NOUN
fcis-13836	131	59	analysis	analysis	NOUN
fcis-13836	131	60	.	.	PUNCT
fcis-13836	132	1	references	reference	NOUN
fcis-13836	132	2	[	[	X
fcis-13836	132	3	1	1	X
fcis-13836	132	4	]	]	PUNCT
fcis-13836	132	5	wang	wang	PROPN
fcis-13836	132	6	meng	meng	PROPN
fcis-13836	132	7	,	,	PUNCT
fcis-13836	132	8	guo	guo	PROPN
fcis-13836	132	9	jianlei	jianlei	PROPN
fcis-13836	132	10	,	,	PUNCT
fcis-13836	132	11	dong	dong	PROPN
fcis-13836	132	12	lei	lei	PROPN
fcis-13836	132	13	.	.	PROPN
fcis-13836	132	14	design	design	NOUN
fcis-13836	132	15	and	and	CCONJ
fcis-13836	132	16	implementation	implementation	NOUN
fcis-13836	132	17	of	of	ADP
fcis-13836	132	18	a	a	DET
fcis-13836	132	19	3d	3d	NUM
fcis-13836	132	20	visualization	visualization	NOUN
fcis-13836	132	21	analysis	analysis	NOUN
fcis-13836	132	22	platform	platform	NOUN
fcis-13836	132	23	for	for	ADP
fcis-13836	132	24	long	long	ADJ
fcis-13836	132	25	march	march	PROPN
fcis-13836	132	26	data	datum	NOUN
fcis-13836	133	1	[	[	X
fcis-13836	133	2	j	j	X
fcis-13836	133	3	]	]	X
fcis-13836	133	4	.	.	PUNCT
fcis-13836	134	1	software	software	NOUN
fcis-13836	134	2	,	,	PUNCT
fcis-13836	134	3	2023,44	2023,44	NUM
fcis-13836	134	4	(	(	PUNCT
fcis-13836	134	5	07	07	NUM
fcis-13836	134	6	):	):	PUNCT
fcis-13836	134	7	131	131	NUM
fcis-13836	134	8	-	-	SYM
fcis-13836	134	9	133	133	NUM
fcis-13836	134	10	+	+	NOUN
fcis-13836	134	11	156	156	NUM
fcis-13836	134	12	.	.	PUNCT
fcis-13836	135	1	[	[	X
fcis-13836	135	2	2	2	NUM
fcis-13836	135	3	]	]	X
fcis-13836	135	4	tian	tian	ADJ
fcis-13836	135	5	xiyu	xiyu	PROPN
fcis-13836	135	6	,	,	PUNCT
fcis-13836	135	7	wu	wu	PROPN
fcis-13836	135	8	shuping	shuping	PROPN
fcis-13836	135	9	.	.	PUNCT
fcis-13836	136	1	research	research	NOUN
fcis-13836	136	2	on	on	ADP
fcis-13836	136	3	the	the	DET
fcis-13836	136	4	construction	construction	NOUN
fcis-13836	136	5	of	of	ADP
fcis-13836	136	6	education	education	NOUN
fcis-13836	136	7	big	big	ADJ
fcis-13836	136	8	data	datum	NOUN
fcis-13836	136	9	analysis	analysis	NOUN
fcis-13836	136	10	model	model	NOUN
fcis-13836	136	11	and	and	CCONJ
fcis-13836	136	12	service	service	NOUN
fcis-13836	136	13	platform	platform	NOUN
fcis-13836	136	14	taking	take	VERB
fcis-13836	136	15	the	the	DET
fcis-13836	136	16	teaching	teaching	NOUN
fcis-13836	136	17	analysis	analysis	NOUN
fcis-13836	136	18	platform	platform	NOUN
fcis-13836	136	19	of	of	ADP
fcis-13836	136	20	national	national	PROPN
fcis-13836	136	21	open	open	PROPN
fcis-13836	136	22	university	university	PROPN
fcis-13836	136	23	as	as	ADP
fcis-13836	136	24	an	an	DET
fcis-13836	136	25	example	example	NOUN
fcis-13836	137	1	[	[	X
fcis-13836	137	2	j	j	X
fcis-13836	137	3	]	]	X
fcis-13836	137	4	.	.	PUNCT
fcis-13836	138	1	journal	journal	PROPN
fcis-13836	138	2	of	of	ADP
fcis-13836	138	3	chongqing	chongqe	VERB
fcis-13836	138	4	open	open	ADJ
fcis-13836	138	5	university	university	NOUN
fcis-13836	138	6	,	,	PUNCT
fcis-13836	138	7	2023,35	2023,35	NUM
fcis-13836	138	8	(	(	PUNCT
fcis-13836	138	9	03	03	NUM
fcis-13836	138	10	):	):	PUNCT
fcis-13836	138	11	32	32	NUM
fcis-13836	138	12	-	-	SYM
fcis-13836	138	13	41	41	NUM
fcis-13836	138	14	.	.	PUNCT
fcis-13836	139	1	[	[	X
fcis-13836	139	2	3	3	X
fcis-13836	139	3	]	]	X
fcis-13836	139	4	wang	wang	PROPN
fcis-13836	139	5	hongwei	hongwei	PROPN
fcis-13836	139	6	,	,	PUNCT
fcis-13836	139	7	yang	yang	PROPN
fcis-13836	139	8	kun	kun	PROPN
fcis-13836	139	9	,	,	PUNCT
fcis-13836	139	10	fu	fu	PROPN
fcis-13836	139	11	xiang	xiang	PROPN
fcis-13836	139	12	,	,	PUNCT
fcis-13836	139	13	et	et	PROPN
fcis-13836	139	14	al	al	PROPN
fcis-13836	139	15	.	.	PUNCT
fcis-13836	140	1	design	design	NOUN
fcis-13836	140	2	of	of	ADP
fcis-13836	140	3	a	a	DET
fcis-13836	140	4	massive	massive	ADJ
fcis-13836	140	5	data	datum	NOUN
fcis-13836	140	6	mining	mining	NOUN
fcis-13836	140	7	and	and	CCONJ
fcis-13836	140	8	analysis	analysis	NOUN
fcis-13836	140	9	platform	platform	NOUN
fcis-13836	140	10	for	for	ADP
fcis-13836	140	11	fully	fully	ADV
fcis-13836	140	12	mechanized	mechanized	ADJ
fcis-13836	140	13	mining	mining	NOUN
fcis-13836	140	14	faces	face	NOUN
fcis-13836	141	1	[	[	X
fcis-13836	141	2	j	j	X
fcis-13836	141	3	]	]	X
fcis-13836	141	4	.	.	PUNCT
fcis-13836	142	1	industrial	industrial	ADJ
fcis-13836	142	2	and	and	CCONJ
fcis-13836	142	3	mining	mining	NOUN
fcis-13836	142	4	automation	automation	NOUN
fcis-13836	142	5	,	,	PUNCT
fcis-13836	142	6	2023,49	2023,49	NUM
fcis-13836	142	7	(	(	PUNCT
fcis-13836	142	8	05	05	NUM
fcis-13836	142	9	):	):	PUNCT
fcis-13836	142	10	30	30	NUM
fcis-13836	142	11	-	-	SYM
fcis-13836	142	12	36	36	NUM
fcis-13836	142	13	+	+	NOUN
fcis-13836	142	14	126	126	NUM
fcis-13836	142	15	.	.	PUNCT
fcis-13836	143	1	doi	doi	NOUN
fcis-13836	143	2	:	:	PUNCT
fcis-13836	143	3	10.13272/	10.13272/	NUM
fcis-13836	143	4	j.issn.1671	j.issn.1671	NOUN
fcis-13836	143	5	-	-	PUNCT
fcis-13836	143	6	251x.18088	251x.18088	NOUN
fcis-13836	143	7	.	.	PUNCT
fcis-13836	144	1	[	[	X
fcis-13836	144	2	4	4	X
fcis-13836	144	3	]	]	X
fcis-13836	144	4	zhang	zhang	PROPN
fcis-13836	144	5	ning	ning	PROPN
fcis-13836	144	6	,	,	PUNCT
fcis-13836	144	7	gu	gu	PROPN
fcis-13836	144	8	qian	qian	PROPN
fcis-13836	144	9	,	,	PUNCT
fcis-13836	144	10	liang	liang	PROPN
fcis-13836	144	11	youcheng	youcheng	PROPN
fcis-13836	144	12	,	,	PUNCT
fcis-13836	144	13	et	et	PROPN
fcis-13836	144	14	al	al	PROPN
fcis-13836	144	15	.	.	PUNCT
fcis-13836	145	1	a	a	DET
fcis-13836	145	2	mobile	mobile	ADJ
fcis-13836	145	3	smart	smart	ADJ
fcis-13836	145	4	classroom	classroom	NOUN
fcis-13836	145	5	visualization	visualization	NOUN
fcis-13836	145	6	platform	platform	NOUN
fcis-13836	145	7	based	base	VERB
fcis-13836	145	8	on	on	ADP
fcis-13836	145	9	big	big	ADJ
fcis-13836	145	10	data	datum	NOUN
fcis-13836	145	11	analysis	analysis	NOUN
fcis-13836	145	12	[	[	X
fcis-13836	145	13	j	j	X
fcis-13836	145	14	]	]	X
fcis-13836	145	15	.	.	PUNCT
fcis-13836	146	1	information	information	NOUN
fcis-13836	146	2	and	and	CCONJ
fcis-13836	146	3	computer	computer	NOUN
fcis-13836	146	4	(	(	PUNCT
fcis-13836	146	5	theoretical	theoretical	ADJ
fcis-13836	146	6	edition	edition	NOUN
fcis-13836	146	7	)	)	PUNCT
fcis-13836	146	8	,	,	PUNCT
fcis-13836	146	9	2023,35	2023,35	NUM
fcis-13836	146	10	(	(	PUNCT
fcis-13836	146	11	10	10	NUM
fcis-13836	146	12	):	):	PUNCT
fcis-13836	146	13	37	37	NUM
fcis-13836	146	14	-	-	SYM
fcis-13836	146	15	39	39	NUM
fcis-13836	146	16	.	.	PUNCT
fcis-13836	147	1	[	[	X
fcis-13836	147	2	5	5	NUM
fcis-13836	147	3	]	]	PUNCT
fcis-13836	147	4	li	li	PROPN
fcis-13836	147	5	xiangyu	xiangyu	PROPN
fcis-13836	147	6	,	,	PUNCT
fcis-13836	147	7	li	li	PROPN
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fcis-13836	147	9	,	,	PUNCT
fcis-13836	147	10	huo	huo	NOUN
fcis-13836	147	11	shitong	shitong	NOUN
fcis-13836	147	12	.	.	PUNCT
fcis-13836	148	1	design	design	NOUN
fcis-13836	148	2	and	and	CCONJ
fcis-13836	148	3	development	development	NOUN
fcis-13836	148	4	of	of	ADP
fcis-13836	148	5	a	a	DET
fcis-13836	148	6	hotel	hotel	NOUN
fcis-13836	148	7	information	information	NOUN
fcis-13836	148	8	sharing	sharing	NOUN
fcis-13836	148	9	and	and	CCONJ
fcis-13836	148	10	analysis	analysis	NOUN
fcis-13836	148	11	platform	platform	NOUN
fcis-13836	148	12	based	base	VERB
fcis-13836	148	13	on	on	ADP
fcis-13836	148	14	data	datum	NOUN
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fcis-13836	148	16	[	[	X
fcis-13836	148	17	j	j	X
fcis-13836	148	18	]	]	X
fcis-13836	148	19	.	.	PUNCT
fcis-13836	149	1	software	software	NOUN
fcis-13836	149	2	,	,	PUNCT
fcis-13836	149	3	2023,44	2023,44	NUM
fcis-13836	149	4	(	(	PUNCT
fcis-13836	149	5	04	04	NUM
fcis-13836	149	6	):	):	PUNCT
fcis-13836	149	7	68	68	NUM
fcis-13836	149	8	-	-	SYM
fcis-13836	149	9	70	70	NUM
fcis-13836	149	10	.	.	PUNCT
fcis-13836	150	1	[	[	X
fcis-13836	150	2	6	6	NUM
fcis-13836	150	3	]	]	PUNCT
fcis-13836	150	4	peng	peng	PROPN
fcis-13836	150	5	zigao	zigao	PROPN
fcis-13836	150	6	design	design	NOUN
fcis-13836	150	7	and	and	CCONJ
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fcis-13836	150	9	of	of	ADP
fcis-13836	150	10	an	an	DET
fcis-13836	150	11	access	access	NOUN
fcis-13836	150	12	control	control	NOUN
fcis-13836	150	13	and	and	CCONJ
fcis-13836	150	14	access	access	NOUN
fcis-13836	150	15	data	datum	NOUN
fcis-13836	150	16	analysis	analysis	NOUN
fcis-13836	150	17	platform	platform	NOUN
fcis-13836	150	18	based	base	VERB
fcis-13836	150	19	on	on	ADP
fcis-13836	150	20	big	big	ADJ
fcis-13836	150	21	data	datum	NOUN
fcis-13836	150	22	technology	technology	NOUN
fcis-13836	151	1	[	[	X
fcis-13836	151	2	d	d	X
fcis-13836	151	3	]	]	X
fcis-13836	151	4	.	.	PUNCT
fcis-13836	152	1	southwest	southwest	PROPN
fcis-13836	152	2	university	university	PROPN
fcis-13836	152	3	,	,	PUNCT
fcis-13836	152	4	2023	2023	NUM
fcis-13836	152	5	.	.	PUNCT
fcis-13836	153	1	doi	doi	NOUN
fcis-13836	153	2	:	:	PUNCT
fcis-13836	153	3	10.27684	10.27684	NUM
fcis-13836	153	4	/	/	SYM
fcis-13836	153	5	dcnki	dcnki	NOUN
fcis-13836	153	6	.	.	PUNCT
fcis-13836	154	1	gxndx	gxndx	PROPN
fcis-13836	154	2	.	.	PUNCT
fcis-13836	155	1	2023.001721	2023.001721	NUM
fcis-13836	155	2	.	.	PUNCT
fcis-13836	156	1	[	[	X
fcis-13836	156	2	7	7	X
fcis-13836	156	3	]	]	X
fcis-13836	156	4	liu	liu	PROPN
fcis-13836	156	5	junyang	junyang	PROPN
fcis-13836	156	6	,	,	PUNCT
fcis-13836	156	7	zhu	zhu	PROPN
fcis-13836	156	8	shisong	shisong	PROPN
fcis-13836	156	9	.	.	PUNCT
fcis-13836	157	1	design	design	NOUN
fcis-13836	157	2	and	and	CCONJ
fcis-13836	157	3	application	application	NOUN
fcis-13836	157	4	of	of	ADP
fcis-13836	157	5	station	station	NOUN
fcis-13836	157	6	flight	flight	NOUN
fcis-13836	157	7	support	support	NOUN
fcis-13836	157	8	data	data	NOUN
fcis-13836	157	9	visualization	visualization	NOUN
fcis-13836	157	10	platform	platform	NOUN
fcis-13836	157	11	[	[	X
fcis-13836	157	12	j	j	X
fcis-13836	157	13	]	]	X
fcis-13836	157	14	.	.	PUNCT
fcis-13836	158	1	computer	computer	NOUN
fcis-13836	158	2	system	system	NOUN
fcis-13836	158	3	application	application	NOUN
fcis-13836	158	4	,	,	PUNCT
fcis-13836	158	5	2023,32	2023,32	PROPN
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fcis-13836	158	10	-	-	SYM
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fcis-13836	159	5	.	.	PUNCT
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fcis-13836	162	4	.	.	PUNCT
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fcis-13836	163	2	technology	technology	NOUN
fcis-13836	163	3	application	application	NOUN
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fcis-13836	163	10	-	-	SYM
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fcis-13836	163	12	.	.	PUNCT
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fcis-13836	164	8	.	.	PUNCT
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fcis-13836	165	23	data	datum	NOUN
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fcis-13836	166	6	(	(	PUNCT
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fcis-13836	166	10	-	-	SYM
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fcis-13836	166	12	.	.	PUNCT
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fcis-13836	167	17	mode	mode	NOUN
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fcis-13836	168	4	.	.	PUNCT
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fcis-13836	169	7	.	.	PUNCT