id	sid	tid	token	lemma	pos
easat-8876	1	1	edelweiss	edelweiss	PROPN
easat-8876	1	2	applied	apply	VERB
easat-8876	1	3	science	science	NOUN
easat-8876	1	4	and	and	CCONJ
easat-8876	1	5	technology	technology	NOUN
easat-8876	1	6	issn	issn	PROPN
easat-8876	1	7	:	:	PUNCT
easat-8876	1	8	2576	2576	NUM
easat-8876	1	9	-	-	SYM
easat-8876	1	10	8484	8484	NUM
easat-8876	1	11	vol	vol	NOUN
easat-8876	1	12	.	.	PROPN
easat-8876	2	1	9	9	NUM
easat-8876	2	2	,	,	PUNCT
easat-8876	2	3	no	no	INTJ
easat-8876	2	4	.	.	NOUN
easat-8876	2	5	7	7	NUM
easat-8876	2	6	,	,	PUNCT
easat-8876	2	7	1235	1235	NUM
easat-8876	2	8	-	-	SYM
easat-8876	2	9	1248	1248	NUM
easat-8876	2	10	2025	2025	NUM
easat-8876	2	11	publisher	publisher	NOUN
easat-8876	2	12	:	:	PUNCT
easat-8876	2	13	learning	learn	VERB
easat-8876	2	14	gate	gate	NOUN
easat-8876	2	15	doi	doi	PROPN
easat-8876	2	16	:	:	PUNCT
easat-8876	2	17	10.55214/25768484.v9i7.8876	10.55214/25768484.v9i7.8876	NUM
easat-8876	2	18	©	©	PROPN
easat-8876	2	19	2025	2025	NUM
easat-8876	2	20	by	by	ADP
easat-8876	2	21	the	the	DET
easat-8876	2	22	author	author	NOUN
easat-8876	2	23	;	;	PUNCT
easat-8876	2	24	licensee	licensee	PROPN
easat-8876	2	25	learning	learning	NOUN
easat-8876	2	26	gate	gate	NOUN
easat-8876	3	1	©	©	PROPN
easat-8876	3	2	2025	2025	NUM
easat-8876	3	3	by	by	ADP
easat-8876	3	4	the	the	DET
easat-8876	3	5	author	author	NOUN
easat-8876	3	6	;	;	PUNCT
easat-8876	3	7	licensee	licensee	PROPN
easat-8876	3	8	learning	learning	NOUN
easat-8876	3	9	gate	gate	NOUN
easat-8876	3	10	history	history	NOUN
easat-8876	3	11	:	:	PUNCT
easat-8876	3	12	received	receive	VERB
easat-8876	3	13	:	:	PUNCT
easat-8876	3	14	8	8	NUM
easat-8876	3	15	may	may	PROPN
easat-8876	3	16	2025	2025	NUM
easat-8876	3	17	;	;	PUNCT
easat-8876	3	18	revised	revise	VERB
easat-8876	3	19	:	:	PUNCT
easat-8876	3	20	23	23	NUM
easat-8876	3	21	june	june	PROPN
easat-8876	3	22	2025	2025	NUM
easat-8876	3	23	;	;	PUNCT
easat-8876	3	24	accepted	accept	VERB
easat-8876	3	25	:	:	PUNCT
easat-8876	3	26	26	26	NUM
easat-8876	3	27	june	june	PROPN
easat-8876	3	28	2025	2025	NUM
easat-8876	3	29	;	;	PUNCT
easat-8876	3	30	published	publish	VERB
easat-8876	3	31	:	:	PUNCT
easat-8876	3	32	15	15	NUM
easat-8876	3	33	july	july	PROPN
easat-8876	3	34	2025	2025	NUM
easat-8876	3	35	*	*	PUNCT
easat-8876	3	36	correspondence	correspondence	NOUN
easat-8876	3	37	:	:	PUNCT
easat-8876	4	1	pbwjcu@163.com	pbwjcu@163.com	X
easat-8876	4	2	algorithmic	algorithmic	ADJ
easat-8876	4	3	art	art	NOUN
easat-8876	4	4	meets	meet	VERB
easat-8876	4	5	computational	computational	ADJ
easat-8876	4	6	creativity	creativity	NOUN
easat-8876	4	7	:	:	PUNCT
easat-8876	4	8	reinventing	reinvent	VERB
easat-8876	4	9	interactive	interactive	ADJ
easat-8876	4	10	multimedia	multimedia	NOUN
easat-8876	4	11	experiences	experience	NOUN
easat-8876	4	12	through	through	ADP
easat-8876	4	13	convergent	convergent	NOUN
easat-8876	4	14	innovation	innovation	NOUN
easat-8876	4	15	bowen	bowen	PROPN
easat-8876	4	16	peng1	peng1	PROPN
easat-8876	4	17	*	*	PROPN
easat-8876	4	18	1jingdezhen	1jingdezhen	PROPN
easat-8876	4	19	ceramic	ceramic	ADJ
easat-8876	4	20	university	university	NOUN
easat-8876	4	21	,	,	PUNCT
easat-8876	4	22	jingdezhen	jingdezhen	ADJ
easat-8876	4	23	,	,	PUNCT
easat-8876	4	24	333000	333000	NUM
easat-8876	4	25	,	,	PUNCT
easat-8876	4	26	china	china	PROPN
easat-8876	4	27	;	;	PUNCT
easat-8876	4	28	pbwjcu@163.com	pbwjcu@163.com	PROPN
easat-8876	4	29	(	(	PUNCT
easat-8876	4	30	b.p	b.p	PROPN
easat-8876	4	31	.	.	PROPN
easat-8876	4	32	)	)	PUNCT
easat-8876	4	33	.	.	PUNCT
easat-8876	5	1	abstract	abstract	ADJ
easat-8876	5	2	:	:	PUNCT
easat-8876	5	3	traditional	traditional	ADJ
easat-8876	5	4	multimedia	multimedia	NOUN
easat-8876	5	5	systems	system	NOUN
easat-8876	5	6	often	often	ADV
easat-8876	5	7	lack	lack	VERB
easat-8876	5	8	real	real	ADJ
easat-8876	5	9	-	-	PUNCT
easat-8876	5	10	time	time	NOUN
easat-8876	5	11	emotional	emotional	ADJ
easat-8876	5	12	responsiveness	responsiveness	NOUN
easat-8876	5	13	and	and	CCONJ
easat-8876	5	14	visual	visual	ADJ
easat-8876	5	15	richness	richness	NOUN
easat-8876	5	16	.	.	PUNCT
easat-8876	6	1	this	this	DET
easat-8876	6	2	research	research	NOUN
easat-8876	6	3	addresses	address	VERB
easat-8876	6	4	this	this	PRON
easat-8876	6	5	by	by	ADP
easat-8876	6	6	proposing	propose	VERB
easat-8876	6	7	the	the	DET
easat-8876	6	8	creative	creative	ADJ
easat-8876	6	9	interaction	interaction	NOUN
easat-8876	6	10	through	through	ADP
easat-8876	6	11	multimedia	multimedia	NOUN
easat-8876	6	12	algorithmic	algorithmic	ADJ
easat-8876	6	13	convergence	convergence	NOUN
easat-8876	6	14	(	(	PUNCT
easat-8876	6	15	cimac	cimac	NOUN
easat-8876	6	16	)	)	PUNCT
easat-8876	6	17	framework	framework	NOUN
easat-8876	6	18	,	,	PUNCT
easat-8876	6	19	integrating	integrate	VERB
easat-8876	6	20	algorithmic	algorithmic	ADJ
easat-8876	6	21	art	art	NOUN
easat-8876	6	22	and	and	CCONJ
easat-8876	6	23	computational	computational	ADJ
easat-8876	6	24	creativity	creativity	NOUN
easat-8876	6	25	to	to	PART
easat-8876	6	26	generate	generate	VERB
easat-8876	6	27	dynamic	dynamic	ADJ
easat-8876	6	28	,	,	PUNCT
easat-8876	6	29	user	user	NOUN
easat-8876	6	30	-	-	PUNCT
easat-8876	6	31	driven	drive	VERB
easat-8876	6	32	visual	visual	ADJ
easat-8876	6	33	art	art	NOUN
easat-8876	6	34	.	.	PUNCT
easat-8876	7	1	cimac	cimac	NOUN
easat-8876	7	2	operates	operate	VERB
easat-8876	7	3	in	in	ADP
easat-8876	7	4	four	four	NUM
easat-8876	7	5	stages	stage	NOUN
easat-8876	7	6	:	:	PUNCT
easat-8876	7	7	1	1	X
easat-8876	7	8	)	)	PUNCT
easat-8876	7	9	kinect	kinect	ADJ
easat-8876	7	10	sensors	sensor	NOUN
easat-8876	7	11	and	and	CCONJ
easat-8876	7	12	face	face	VERB
easat-8876	7	13	recognition	recognition	NOUN
easat-8876	7	14	capture	capture	NOUN
easat-8876	7	15	user	user	NOUN
easat-8876	7	16	gestures	gesture	NOUN
easat-8876	7	17	and	and	CCONJ
easat-8876	7	18	expressions	expression	NOUN
easat-8876	7	19	;	;	PUNCT
easat-8876	7	20	2	2	X
easat-8876	7	21	)	)	PUNCT
easat-8876	7	22	a	a	DET
easat-8876	7	23	convolutional	convolutional	ADJ
easat-8876	7	24	neural	neural	ADJ
easat-8876	7	25	network	network	NOUN
easat-8876	7	26	(	(	PUNCT
easat-8876	7	27	cnn	cnn	PROPN
easat-8876	7	28	)	)	PUNCT
easat-8876	7	29	analyzes	analyze	VERB
easat-8876	7	30	facial	facial	ADJ
easat-8876	7	31	data	datum	NOUN
easat-8876	7	32	to	to	PART
easat-8876	7	33	determine	determine	VERB
easat-8876	7	34	emotional	emotional	ADJ
easat-8876	7	35	state	state	NOUN
easat-8876	7	36	;	;	PUNCT
easat-8876	7	37	3	3	X
easat-8876	7	38	)	)	PUNCT
easat-8876	7	39	a	a	DET
easat-8876	7	40	generative	generative	ADJ
easat-8876	7	41	adversarial	adversarial	ADJ
easat-8876	7	42	network	network	NOUN
easat-8876	7	43	(	(	PUNCT
easat-8876	7	44	gan	gan	PROPN
easat-8876	7	45	)	)	PUNCT
easat-8876	7	46	generates	generate	VERB
easat-8876	7	47	artistic	artistic	ADJ
easat-8876	7	48	visuals	visual	NOUN
easat-8876	7	49	based	base	VERB
easat-8876	7	50	on	on	ADP
easat-8876	7	51	the	the	DET
easat-8876	7	52	recognized	recognize	VERB
easat-8876	7	53	emotion	emotion	NOUN
easat-8876	7	54	;	;	PUNCT
easat-8876	7	55	4	4	X
easat-8876	7	56	)	)	PUNCT
easat-8876	7	57	the	the	DET
easat-8876	7	58	coyote	coyote	NOUN
easat-8876	7	59	optimization	optimization	NOUN
easat-8876	7	60	algorithm	algorithm	NOUN
easat-8876	7	61	(	(	PUNCT
easat-8876	7	62	coa	coa	NOUN
easat-8876	7	63	)	)	PUNCT
easat-8876	7	64	dynamically	dynamically	ADV
easat-8876	7	65	generates	generate	VERB
easat-8876	7	66	and	and	CCONJ
easat-8876	7	67	optimizes	optimize	VERB
easat-8876	7	68	mathematical	mathematical	ADJ
easat-8876	7	69	patterns	pattern	NOUN
easat-8876	7	70	(	(	PUNCT
easat-8876	7	71	e.g.	e.g.	ADV
easat-8876	7	72	,	,	PUNCT
easat-8876	7	73	fractals	fractal	NOUN
easat-8876	7	74	,	,	PUNCT
easat-8876	7	75	grids	grid	NOUN
easat-8876	7	76	)	)	PUNCT
easat-8876	7	77	for	for	ADP
easat-8876	7	78	structural	structural	ADJ
easat-8876	7	79	foundation	foundation	NOUN
easat-8876	7	80	and	and	CCONJ
easat-8876	7	81	aesthetic	aesthetic	ADJ
easat-8876	7	82	harmony	harmony	NOUN
easat-8876	7	83	.	.	PUNCT
easat-8876	8	1	the	the	DET
easat-8876	8	2	gan	gan	PROPN
easat-8876	8	3	-	-	PUNCT
easat-8876	8	4	generated	generate	VERB
easat-8876	8	5	visuals	visual	NOUN
easat-8876	8	6	are	be	AUX
easat-8876	8	7	then	then	ADV
easat-8876	8	8	fused	fuse	VERB
easat-8876	8	9	with	with	ADP
easat-8876	8	10	the	the	DET
easat-8876	8	11	coa	coa	NOUN
easat-8876	8	12	-	-	PUNCT
easat-8876	8	13	driven	drive	VERB
easat-8876	8	14	patterns	pattern	NOUN
easat-8876	8	15	to	to	PART
easat-8876	8	16	create	create	VERB
easat-8876	8	17	cohesive	cohesive	ADJ
easat-8876	8	18	artwork	artwork	NOUN
easat-8876	8	19	.	.	PUNCT
easat-8876	9	1	this	this	DET
easat-8876	9	2	integrated	integrate	VERB
easat-8876	9	3	output	output	NOUN
easat-8876	9	4	is	be	AUX
easat-8876	9	5	displayed	display	VERB
easat-8876	9	6	on	on	ADP
easat-8876	9	7	a	a	DET
easat-8876	9	8	large	large	ADJ
easat-8876	9	9	interactive	interactive	ADJ
easat-8876	9	10	screen	screen	NOUN
easat-8876	9	11	and	and	CCONJ
easat-8876	9	12	continuously	continuously	ADV
easat-8876	9	13	adapted	adapt	VERB
easat-8876	9	14	in	in	ADP
easat-8876	9	15	real	real	ADJ
easat-8876	9	16	-	-	PUNCT
easat-8876	9	17	time	time	NOUN
easat-8876	9	18	to	to	ADP
easat-8876	9	19	user	user	NOUN
easat-8876	9	20	movements	movement	NOUN
easat-8876	9	21	and	and	CCONJ
easat-8876	9	22	emotional	emotional	ADJ
easat-8876	9	23	shifts	shift	NOUN
easat-8876	9	24	.	.	PUNCT
easat-8876	10	1	the	the	DET
easat-8876	10	2	synergistic	synergistic	ADJ
easat-8876	10	3	cnn+gan+coa	cnn+gan+coa	PROPN
easat-8876	10	4	integration	integration	NOUN
easat-8876	10	5	within	within	ADP
easat-8876	10	6	cimac	cimac	NOUN
easat-8876	10	7	demonstrably	demonstrably	ADV
easat-8876	10	8	improves	improve	VERB
easat-8876	10	9	output	output	NOUN
easat-8876	10	10	quality	quality	NOUN
easat-8876	10	11	scores	score	NOUN
easat-8876	10	12	by	by	ADP
easat-8876	10	13	up	up	ADP
easat-8876	10	14	to	to	PART
easat-8876	10	15	0.3	0.3	NUM
easat-8876	10	16	and	and	CCONJ
easat-8876	10	17	reduces	reduce	VERB
easat-8876	10	18	content	content	NOUN
easat-8876	10	19	creation	creation	NOUN
easat-8876	10	20	and	and	CCONJ
easat-8876	10	21	engagement	engagement	NOUN
easat-8876	10	22	time	time	NOUN
easat-8876	10	23	by	by	ADP
easat-8876	10	24	up	up	ADP
easat-8876	10	25	to	to	PART
easat-8876	10	26	6	6	NUM
easat-8876	10	27	hours	hour	NOUN
easat-8876	10	28	compared	compare	VERB
easat-8876	10	29	to	to	ADP
easat-8876	10	30	traditional	traditional	ADJ
easat-8876	10	31	methods	method	NOUN
easat-8876	10	32	.	.	PUNCT
easat-8876	11	1	this	this	PRON
easat-8876	11	2	yields	yield	VERB
easat-8876	11	3	a	a	DET
easat-8876	11	4	powerful	powerful	ADJ
easat-8876	11	5	platform	platform	NOUN
easat-8876	11	6	for	for	ADP
easat-8876	11	7	highly	highly	ADV
easat-8876	11	8	personalized	personalized	ADJ
easat-8876	11	9	and	and	CCONJ
easat-8876	11	10	immersive	immersive	VERB
easat-8876	11	11	interactive	interactive	ADJ
easat-8876	11	12	multimedia	multimedia	NOUN
easat-8876	11	13	experiences	experience	NOUN
easat-8876	11	14	.	.	PUNCT
easat-8876	12	1	keywords	keyword	NOUN
easat-8876	12	2	:	:	PUNCT
easat-8876	12	3	computational	computational	ADJ
easat-8876	12	4	creativity	creativity	NOUN
easat-8876	12	5	,	,	PUNCT
easat-8876	12	6	emotional	emotional	ADJ
easat-8876	12	7	,	,	PUNCT
easat-8876	12	8	face	face	NOUN
easat-8876	12	9	recognition	recognition	NOUN
easat-8876	12	10	,	,	PUNCT
easat-8876	12	11	interactive	interactive	ADJ
easat-8876	12	12	multimedia	multimedia	NOUN
easat-8876	12	13	,	,	PUNCT
easat-8876	12	14	user	user	NOUN
easat-8876	12	15	engagement	engagement	NOUN
easat-8876	12	16	,	,	PUNCT
easat-8876	12	17	user	user	NOUN
easat-8876	12	18	gestures	gesture	NOUN
easat-8876	12	19	,	,	PUNCT
easat-8876	12	20	visual	visual	ADJ
easat-8876	12	21	art	art	NOUN
easat-8876	12	22	.	.	PUNCT
easat-8876	13	1	1	1	X
easat-8876	13	2	.	.	X
easat-8876	13	3	introduction	introduction	NOUN
easat-8876	13	4	interactive	interactive	ADJ
easat-8876	13	5	multimedia	multimedia	NOUN
easat-8876	13	6	communication	communication	NOUN
easat-8876	13	7	and	and	CCONJ
easat-8876	13	8	applications	application	NOUN
easat-8876	13	9	have	have	AUX
easat-8876	13	10	become	become	VERB
easat-8876	13	11	an	an	DET
easat-8876	13	12	essential	essential	ADJ
easat-8876	13	13	component	component	NOUN
easat-8876	13	14	of	of	ADP
easat-8876	13	15	how	how	SCONJ
easat-8876	13	16	people	people	NOUN
easat-8876	13	17	interact	interact	VERB
easat-8876	13	18	,	,	PUNCT
easat-8876	13	19	learn	learn	VERB
easat-8876	13	20	,	,	PUNCT
easat-8876	13	21	and	and	CCONJ
easat-8876	13	22	entertain	entertain	VERB
easat-8876	13	23	themselves	themselves	PRON
easat-8876	13	24	in	in	ADP
easat-8876	13	25	today	today	NOUN
easat-8876	13	26	's	's	PART
easat-8876	13	27	digital	digital	ADJ
easat-8876	13	28	age	age	NOUN
easat-8876	13	29	.	.	PUNCT
easat-8876	14	1	they	they	PRON
easat-8876	14	2	employ	employ	VERB
easat-8876	14	3	a	a	DET
easat-8876	14	4	variety	variety	NOUN
easat-8876	14	5	of	of	ADP
easat-8876	14	6	content	content	ADJ
easat-8876	14	7	types	type	NOUN
easat-8876	14	8	,	,	PUNCT
easat-8876	14	9	including	include	VERB
easat-8876	14	10	text	text	NOUN
easat-8876	14	11	,	,	PUNCT
easat-8876	14	12	images	image	NOUN
easat-8876	14	13	,	,	PUNCT
easat-8876	14	14	video	video	NOUN
easat-8876	14	15	,	,	PUNCT
easat-8876	14	16	music	music	NOUN
easat-8876	14	17	,	,	PUNCT
easat-8876	14	18	and	and	CCONJ
easat-8876	14	19	animations	animation	NOUN
easat-8876	14	20	,	,	PUNCT
easat-8876	14	21	to	to	PART
easat-8876	14	22	create	create	VERB
easat-8876	14	23	rich	rich	ADJ
easat-8876	14	24	,	,	PUNCT
easat-8876	14	25	engaging	engage	VERB
easat-8876	14	26	experiences	experience	NOUN
easat-8876	14	27	with	with	ADP
easat-8876	14	28	which	which	PRON
easat-8876	14	29	users	user	NOUN
easat-8876	14	30	can	can	AUX
easat-8876	14	31	interact	interact	VERB
easat-8876	14	32	in	in	ADP
easat-8876	14	33	real	real	ADJ
easat-8876	14	34	time	time	NOUN
easat-8876	14	35	[	[	X
easat-8876	14	36	1	1	NUM
easat-8876	14	37	]	]	PUNCT
easat-8876	14	38	.	.	PUNCT
easat-8876	15	1	unlike	unlike	ADP
easat-8876	15	2	traditional	traditional	ADJ
easat-8876	15	3	multimedia	multimedia	NOUN
easat-8876	15	4	,	,	PUNCT
easat-8876	15	5	which	which	PRON
easat-8876	15	6	is	be	AUX
easat-8876	15	7	often	often	ADV
easat-8876	15	8	linear	linear	ADJ
easat-8876	15	9	and	and	CCONJ
easat-8876	15	10	passive	passive	ADJ
easat-8876	15	11	,	,	PUNCT
easat-8876	15	12	interactive	interactive	ADJ
easat-8876	15	13	multimedia	multimedia	NOUN
easat-8876	15	14	promotes	promote	VERB
easat-8876	15	15	active	active	ADJ
easat-8876	15	16	engagement	engagement	NOUN
easat-8876	15	17	by	by	ADP
easat-8876	15	18	allowing	allow	VERB
easat-8876	15	19	viewers	viewer	NOUN
easat-8876	15	20	to	to	PART
easat-8876	15	21	control	control	VERB
easat-8876	15	22	the	the	DET
easat-8876	15	23	flow	flow	NOUN
easat-8876	15	24	and	and	CCONJ
easat-8876	15	25	end	end	NOUN
easat-8876	15	26	of	of	ADP
easat-8876	15	27	the	the	DET
easat-8876	15	28	information	information	NOUN
easat-8876	15	29	[	[	X
easat-8876	15	30	2	2	NUM
easat-8876	15	31	]	]	PUNCT
easat-8876	15	32	.	.	PUNCT
easat-8876	16	1	this	this	DET
easat-8876	16	2	change	change	NOUN
easat-8876	16	3	reflects	reflect	VERB
easat-8876	16	4	the	the	DET
easat-8876	16	5	increased	increase	VERB
easat-8876	16	6	need	need	NOUN
easat-8876	16	7	for	for	ADP
easat-8876	16	8	customized	customized	ADJ
easat-8876	16	9	,	,	PUNCT
easat-8876	16	10	immersive	immersive	ADJ
easat-8876	16	11	,	,	PUNCT
easat-8876	16	12	and	and	CCONJ
easat-8876	16	13	responsive	responsive	ADJ
easat-8876	16	14	digital	digital	ADJ
easat-8876	16	15	environments	environment	NOUN
easat-8876	16	16	that	that	PRON
easat-8876	16	17	are	be	AUX
easat-8876	16	18	tailored	tailor	VERB
easat-8876	16	19	to	to	ADP
easat-8876	16	20	the	the	DET
easat-8876	16	21	preferences	preference	NOUN
easat-8876	16	22	and	and	CCONJ
easat-8876	16	23	needs	need	NOUN
easat-8876	16	24	of	of	ADP
easat-8876	16	25	individual	individual	ADJ
easat-8876	16	26	users	user	NOUN
easat-8876	16	27	.	.	PUNCT
easat-8876	17	1	convergent	convergent	ADJ
easat-8876	17	2	innovation	innovation	NOUN
easat-8876	17	3	advances	advance	VERB
easat-8876	17	4	interactive	interactive	ADJ
easat-8876	17	5	multimedia	multimedia	NOUN
easat-8876	17	6	communication	communication	NOUN
easat-8876	17	7	and	and	CCONJ
easat-8876	17	8	applications	application	NOUN
easat-8876	17	9	by	by	ADP
easat-8876	17	10	combining	combine	VERB
easat-8876	17	11	diverse	diverse	ADJ
easat-8876	17	12	disciplines	discipline	NOUN
easat-8876	17	13	and	and	CCONJ
easat-8876	17	14	technologies	technology	NOUN
easat-8876	17	15	to	to	PART
easat-8876	17	16	produce	produce	VERB
easat-8876	17	17	new	new	ADJ
easat-8876	17	18	,	,	PUNCT
easat-8876	17	19	hybrid	hybrid	ADJ
easat-8876	17	20	solutions	solution	NOUN
easat-8876	17	21	[	[	X
easat-8876	17	22	3	3	NUM
easat-8876	17	23	]	]	PUNCT
easat-8876	17	24	.	.	PUNCT
easat-8876	18	1	it	it	PRON
easat-8876	18	2	combines	combine	VERB
easat-8876	18	3	artificial	artificial	ADJ
easat-8876	18	4	intelligence	intelligence	NOUN
easat-8876	18	5	,	,	PUNCT
easat-8876	18	6	human	human	NOUN
easat-8876	18	7	-	-	PUNCT
easat-8876	18	8	computer	computer	NOUN
easat-8876	18	9	interaction	interaction	NOUN
easat-8876	18	10	,	,	PUNCT
easat-8876	18	11	sensor	sensor	NOUN
easat-8876	18	12	technology	technology	NOUN
easat-8876	18	13	,	,	PUNCT
easat-8876	18	14	digital	digital	ADJ
easat-8876	18	15	art	art	NOUN
easat-8876	18	16	,	,	PUNCT
easat-8876	18	17	and	and	CCONJ
easat-8876	18	18	data	datum	NOUN
easat-8876	18	19	analytics	analytic	NOUN
easat-8876	18	20	to	to	PART
easat-8876	18	21	create	create	VERB
easat-8876	18	22	intelligent	intelligent	ADJ
easat-8876	18	23	,	,	PUNCT
easat-8876	18	24	adaptive	adaptive	ADJ
easat-8876	18	25	,	,	PUNCT
easat-8876	18	26	and	and	CCONJ
easat-8876	18	27	emotionally	emotionally	ADV
easat-8876	18	28	aware	aware	ADJ
easat-8876	18	29	systems	system	NOUN
easat-8876	18	30	[	[	X
easat-8876	18	31	4	4	NUM
easat-8876	18	32	]	]	PUNCT
easat-8876	18	33	.	.	PUNCT
easat-8876	19	1	this	this	DET
easat-8876	19	2	multidisciplinary	multidisciplinary	ADJ
easat-8876	19	3	approach	approach	NOUN
easat-8876	19	4	enables	enable	VERB
easat-8876	19	5	interactive	interactive	ADJ
easat-8876	19	6	multimedia	multimedia	NOUN
easat-8876	19	7	communication	communication	NOUN
easat-8876	19	8	to	to	PART
easat-8876	19	9	expand	expand	VERB
easat-8876	19	10	beyond	beyond	ADP
easat-8876	19	11	basic	basic	ADJ
easat-8876	19	12	input	input	NOUN
easat-8876	19	13	-	-	PUNCT
easat-8876	19	14	output	output	NOUN
easat-8876	19	15	interactions	interaction	NOUN
easat-8876	19	16	and	and	CCONJ
easat-8876	19	17	evolve	evolve	VERB
easat-8876	19	18	into	into	ADP
easat-8876	19	19	dynamic	dynamic	ADJ
easat-8876	19	20	platforms	platform	NOUN
easat-8876	19	21	that	that	PRON
easat-8876	19	22	adapt	adapt	VERB
easat-8876	19	23	in	in	ADP
easat-8876	19	24	real	real	ADJ
easat-8876	19	25	-	-	PUNCT
easat-8876	19	26	time	time	NOUN
easat-8876	19	27	to	to	ADP
easat-8876	19	28	user	user	NOUN
easat-8876	19	29	emotions	emotion	NOUN
easat-8876	19	30	,	,	PUNCT
easat-8876	19	31	gestures	gesture	NOUN
easat-8876	19	32	,	,	PUNCT
easat-8876	19	33	voice	voice	NOUN
easat-8876	19	34	commands	command	NOUN
easat-8876	19	35	,	,	PUNCT
easat-8876	19	36	and	and	CCONJ
easat-8876	19	37	environmental	environmental	ADJ
easat-8876	19	38	conditions	condition	NOUN
easat-8876	19	39	[	[	X
easat-8876	19	40	5	5	NUM
easat-8876	19	41	]	]	PUNCT
easat-8876	19	42	.	.	PUNCT
easat-8876	20	1	this	this	DET
easat-8876	20	2	convergence	convergence	NOUN
easat-8876	20	3	enables	enable	VERB
easat-8876	20	4	richer	rich	ADJ
easat-8876	20	5	,	,	PUNCT
easat-8876	20	6	more	more	ADV
easat-8876	20	7	natural	natural	ADJ
easat-8876	20	8	multimedia	multimedia	NOUN
easat-8876	20	9	communication	communication	NOUN
easat-8876	20	10	between	between	ADP
easat-8876	20	11	humans	human	NOUN
easat-8876	20	12	and	and	CCONJ
easat-8876	20	13	machines	machine	NOUN
easat-8876	20	14	,	,	PUNCT
easat-8876	20	15	as	as	SCONJ
easat-8876	20	16	illustrated	illustrate	VERB
easat-8876	20	17	in	in	ADP
easat-8876	20	18	figure	figure	NOUN
easat-8876	20	19	1	1	NUM
easat-8876	20	20	.	.	X
easat-8876	20	21	1236	1236	NUM
easat-8876	20	22	edelweiss	edelweiss	PROPN
easat-8876	20	23	applied	apply	VERB
easat-8876	20	24	science	science	NOUN
easat-8876	20	25	and	and	CCONJ
easat-8876	20	26	technology	technology	NOUN
easat-8876	20	27	issn	issn	PROPN
easat-8876	20	28	:	:	PUNCT
easat-8876	20	29	2576	2576	NUM
easat-8876	20	30	-	-	SYM
easat-8876	20	31	8484	8484	NUM
easat-8876	20	32	vol	vol	NOUN
easat-8876	20	33	.	.	PROPN
easat-8876	21	1	9	9	NUM
easat-8876	21	2	,	,	PUNCT
easat-8876	21	3	no	no	INTJ
easat-8876	21	4	.	.	NOUN
easat-8876	21	5	7	7	NUM
easat-8876	21	6	:	:	SYM
easat-8876	21	7	1235	1235	NUM
easat-8876	21	8	-	-	SYM
easat-8876	21	9	1248	1248	NUM
easat-8876	21	10	,	,	PUNCT
easat-8876	21	11	2025	2025	NUM
easat-8876	21	12	doi	doi	NOUN
easat-8876	21	13	:	:	PUNCT
easat-8876	21	14	10.55214/25768484.v9i7.8876	10.55214/25768484.v9i7.8876	NUM
easat-8876	21	15	©	©	PROPN
easat-8876	21	16	2025	2025	NUM
easat-8876	21	17	by	by	ADP
easat-8876	21	18	the	the	DET
easat-8876	21	19	author	author	NOUN
easat-8876	21	20	;	;	PUNCT
easat-8876	21	21	licensee	licensee	PROPN
easat-8876	21	22	learning	learn	VERB
easat-8876	21	23	gate	gate	NOUN
easat-8876	21	24	figure	figure	NOUN
easat-8876	21	25	1	1	NUM
easat-8876	21	26	.	.	PUNCT
easat-8876	22	1	convergent	convergent	ADJ
easat-8876	22	2	innovation	innovation	NOUN
easat-8876	22	3	in	in	ADP
easat-8876	22	4	interactive	interactive	ADJ
easat-8876	22	5	multimedia	multimedia	NOUN
easat-8876	22	6	.	.	PUNCT
easat-8876	23	1	by	by	ADP
easat-8876	23	2	redefining	redefine	VERB
easat-8876	23	3	interactive	interactive	ADJ
easat-8876	23	4	multimedia	multimedia	NOUN
easat-8876	23	5	with	with	ADP
easat-8876	23	6	convergent	convergent	NOUN
easat-8876	23	7	innovation	innovation	NOUN
easat-8876	23	8	,	,	PUNCT
easat-8876	23	9	creators	creator	NOUN
easat-8876	23	10	can	can	AUX
easat-8876	23	11	develop	develop	VERB
easat-8876	23	12	applications	application	NOUN
easat-8876	23	13	that	that	PRON
easat-8876	23	14	provide	provide	VERB
easat-8876	23	15	more	more	ADV
easat-8876	23	16	meaningful	meaningful	ADJ
easat-8876	23	17	,	,	PUNCT
easat-8876	23	18	engaging	engaging	ADJ
easat-8876	23	19	,	,	PUNCT
easat-8876	23	20	and	and	CCONJ
easat-8876	23	21	accessible	accessible	ADJ
easat-8876	23	22	experiences	experience	NOUN
easat-8876	23	23	[	[	X
easat-8876	23	24	6	6	NUM
easat-8876	23	25	]	]	PUNCT
easat-8876	23	26	.	.	PUNCT
easat-8876	24	1	virtual	virtual	ADJ
easat-8876	24	2	reality	reality	NOUN
easat-8876	24	3	settings	setting	NOUN
easat-8876	24	4	,	,	PUNCT
easat-8876	24	5	for	for	ADP
easat-8876	24	6	example	example	NOUN
easat-8876	24	7	,	,	PUNCT
easat-8876	24	8	can	can	AUX
easat-8876	24	9	adapt	adapt	VERB
easat-8876	24	10	to	to	ADP
easat-8876	24	11	user	user	NOUN
easat-8876	24	12	feedback	feedback	NOUN
easat-8876	24	13	,	,	PUNCT
easat-8876	24	14	educational	educational	ADJ
easat-8876	24	15	platforms	platform	NOUN
easat-8876	24	16	can	can	AUX
easat-8876	24	17	tailor	tailor	VERB
easat-8876	24	18	lessons	lesson	NOUN
easat-8876	24	19	to	to	ADP
easat-8876	24	20	specific	specific	ADJ
easat-8876	24	21	learning	learning	NOUN
easat-8876	24	22	styles	style	NOUN
easat-8876	24	23	,	,	PUNCT
easat-8876	24	24	and	and	CCONJ
easat-8876	24	25	digital	digital	ADJ
easat-8876	24	26	art	art	NOUN
easat-8876	24	27	displays	display	NOUN
easat-8876	24	28	can	can	AUX
easat-8876	24	29	react	react	VERB
easat-8876	24	30	emotionally	emotionally	ADV
easat-8876	24	31	to	to	ADP
easat-8876	24	32	audience	audience	NOUN
easat-8876	24	33	behavior	behavior	NOUN
easat-8876	25	1	[	[	X
easat-8876	25	2	7	7	NUM
easat-8876	25	3	]	]	PUNCT
easat-8876	25	4	.	.	PUNCT
easat-8876	26	1	convergent	convergent	NOUN
easat-8876	26	2	innovation	innovation	NOUN
easat-8876	26	3	is	be	AUX
easat-8876	26	4	converting	convert	VERB
easat-8876	26	5	interactive	interactive	ADJ
easat-8876	26	6	multimedia	multimedia	NOUN
easat-8876	26	7	into	into	ADP
easat-8876	26	8	a	a	DET
easat-8876	26	9	smarter	smart	ADJ
easat-8876	26	10	,	,	PUNCT
easat-8876	26	11	more	more	ADV
easat-8876	26	12	human	human	NOUN
easat-8876	26	13	-	-	PUNCT
easat-8876	26	14	centered	center	VERB
easat-8876	26	15	technology	technology	NOUN
easat-8876	26	16	capable	capable	ADJ
easat-8876	26	17	of	of	ADP
easat-8876	26	18	meeting	meet	VERB
easat-8876	26	19	the	the	DET
easat-8876	26	20	diverse	diverse	ADJ
easat-8876	26	21	and	and	CCONJ
easat-8876	26	22	ever	ever	ADV
easat-8876	26	23	-	-	PUNCT
easat-8876	26	24	changing	change	VERB
easat-8876	26	25	needs	need	NOUN
easat-8876	26	26	of	of	ADP
easat-8876	26	27	the	the	DET
easat-8876	26	28	digital	digital	ADJ
easat-8876	26	29	age	age	NOUN
easat-8876	26	30	[	[	X
easat-8876	26	31	8	8	NUM
easat-8876	26	32	]	]	PUNCT
easat-8876	26	33	.	.	PUNCT
easat-8876	27	1	traditional	traditional	ADJ
easat-8876	27	2	algorithmic	algorithmic	ADJ
easat-8876	27	3	art	art	NOUN
easat-8876	27	4	methods	method	NOUN
easat-8876	27	5	,	,	PUNCT
easat-8876	27	6	such	such	ADJ
easat-8876	27	7	as	as	ADP
easat-8876	27	8	svm	svm	NOUN
easat-8876	27	9	and	and	CCONJ
easat-8876	27	10	decision	decision	NOUN
easat-8876	27	11	tree	tree	NOUN
easat-8876	27	12	techniques	technique	NOUN
easat-8876	27	13	,	,	PUNCT
easat-8876	27	14	rely	rely	VERB
easat-8876	27	15	on	on	ADP
easat-8876	27	16	simple	simple	ADJ
easat-8876	27	17	procedural	procedural	ADJ
easat-8876	27	18	generating	generating	NOUN
easat-8876	27	19	processes	process	NOUN
easat-8876	27	20	that	that	PRON
easat-8876	27	21	do	do	AUX
easat-8876	27	22	not	not	PART
easat-8876	27	23	fully	fully	ADV
easat-8876	27	24	incorporate	incorporate	VERB
easat-8876	27	25	user	user	NOUN
easat-8876	27	26	feedback	feedback	NOUN
easat-8876	27	27	or	or	CCONJ
easat-8876	27	28	sophisticated	sophisticated	ADJ
easat-8876	27	29	creative	creative	ADJ
easat-8876	27	30	models	model	NOUN
easat-8876	27	31	.	.	PUNCT
easat-8876	28	1	this	this	DET
easat-8876	28	2	results	result	VERB
easat-8876	28	3	in	in	ADP
easat-8876	28	4	less	less	ADV
easat-8876	28	5	engaging	engaging	ADJ
easat-8876	28	6	and	and	CCONJ
easat-8876	28	7	tailored	tailored	ADJ
easat-8876	28	8	experiences	experience	NOUN
easat-8876	28	9	.	.	PUNCT
easat-8876	29	1	this	this	DET
easat-8876	29	2	investigation	investigation	NOUN
easat-8876	29	3	proposes	propose	VERB
easat-8876	29	4	a	a	DET
easat-8876	29	5	cnn+gan+coa	cnn+gan+coa	PROPN
easat-8876	29	6	that	that	PRON
easat-8876	29	7	combines	combine	VERB
easat-8876	29	8	algorithmic	algorithmic	ADJ
easat-8876	29	9	art	art	NOUN
easat-8876	29	10	and	and	CCONJ
easat-8876	29	11	computational	computational	ADJ
easat-8876	29	12	creativity	creativity	NOUN
easat-8876	29	13	through	through	ADP
easat-8876	29	14	the	the	DET
easat-8876	29	15	use	use	NOUN
easat-8876	29	16	of	of	ADP
easat-8876	29	17	advanced	advanced	ADJ
easat-8876	29	18	optimization	optimization	NOUN
easat-8876	29	19	strategies	strategy	NOUN
easat-8876	29	20	.	.	PUNCT
easat-8876	30	1	the	the	DET
easat-8876	30	2	platform	platform	NOUN
easat-8876	30	3	enables	enable	VERB
easat-8876	30	4	the	the	DET
easat-8876	30	5	production	production	NOUN
easat-8876	30	6	of	of	ADP
easat-8876	30	7	dynamic	dynamic	ADJ
easat-8876	30	8	,	,	PUNCT
easat-8876	30	9	real	real	ADJ
easat-8876	30	10	-	-	PUNCT
easat-8876	30	11	time	time	NOUN
easat-8876	30	12	visual	visual	ADJ
easat-8876	30	13	art	art	NOUN
easat-8876	30	14	that	that	PRON
easat-8876	30	15	evolves	evolve	VERB
easat-8876	30	16	in	in	ADP
easat-8876	30	17	response	response	NOUN
easat-8876	30	18	to	to	ADP
easat-8876	30	19	user	user	NOUN
easat-8876	30	20	inputs	input	NOUN
easat-8876	30	21	and	and	CCONJ
easat-8876	30	22	environmental	environmental	ADJ
easat-8876	30	23	data	datum	NOUN
easat-8876	30	24	.	.	PUNCT
easat-8876	31	1	this	this	DET
easat-8876	31	2	review	review	NOUN
easat-8876	31	3	begins	begin	VERB
easat-8876	31	4	with	with	ADP
easat-8876	31	5	a	a	DET
easat-8876	31	6	literature	literature	NOUN
easat-8876	31	7	analysis	analysis	NOUN
easat-8876	31	8	highlighting	highlight	VERB
easat-8876	31	9	gaps	gap	NOUN
easat-8876	31	10	in	in	ADP
easat-8876	31	11	existing	exist	VERB
easat-8876	31	12	work	work	NOUN
easat-8876	31	13	,	,	PUNCT
easat-8876	31	14	followed	follow	VERB
easat-8876	31	15	by	by	ADP
easat-8876	31	16	an	an	DET
easat-8876	31	17	introduction	introduction	NOUN
easat-8876	31	18	to	to	ADP
easat-8876	31	19	the	the	DET
easat-8876	31	20	dataset	dataset	NOUN
easat-8876	31	21	,	,	PUNCT
easat-8876	31	22	the	the	DET
easat-8876	31	23	cnn	cnn	PROPN
easat-8876	31	24	model	model	NOUN
easat-8876	31	25	,	,	PUNCT
easat-8876	31	26	cnn	cnn	PROPN
easat-8876	31	27	for	for	ADP
easat-8876	31	28	emotion	emotion	NOUN
easat-8876	31	29	recognition	recognition	NOUN
easat-8876	31	30	,	,	PUNCT
easat-8876	31	31	and	and	CCONJ
easat-8876	31	32	gan	gin	VERB
easat-8876	31	33	for	for	ADP
easat-8876	31	34	artistic	artistic	ADJ
easat-8876	31	35	image	image	NOUN
easat-8876	31	36	generation	generation	NOUN
easat-8876	31	37	.	.	PUNCT
easat-8876	32	1	next	next	ADV
easat-8876	32	2	,	,	PUNCT
easat-8876	32	3	the	the	DET
easat-8876	32	4	proposed	propose	VERB
easat-8876	32	5	coa	coa	NOUN
easat-8876	32	6	approach	approach	NOUN
easat-8876	32	7	is	be	AUX
easat-8876	32	8	presented	present	VERB
easat-8876	32	9	,	,	PUNCT
easat-8876	32	10	along	along	ADP
easat-8876	32	11	with	with	ADP
easat-8876	32	12	experimental	experimental	ADJ
easat-8876	32	13	design	design	NOUN
easat-8876	32	14	and	and	CCONJ
easat-8876	32	15	evaluation	evaluation	NOUN
easat-8876	32	16	metrics	metric	NOUN
easat-8876	32	17	.	.	PUNCT
easat-8876	33	1	finally	finally	ADV
easat-8876	33	2	,	,	PUNCT
easat-8876	33	3	a	a	DET
easat-8876	33	4	comparative	comparative	ADJ
easat-8876	33	5	analysis	analysis	NOUN
easat-8876	33	6	is	be	AUX
easat-8876	33	7	presented	present	VERB
easat-8876	33	8	,	,	PUNCT
easat-8876	33	9	concluding	conclude	VERB
easat-8876	33	10	with	with	ADP
easat-8876	33	11	key	key	ADJ
easat-8876	33	12	findings	finding	NOUN
easat-8876	33	13	and	and	CCONJ
easat-8876	33	14	future	future	ADJ
easat-8876	33	15	research	research	NOUN
easat-8876	33	16	directions	direction	NOUN
easat-8876	33	17	.	.	PUNCT
easat-8876	34	1	2	2	X
easat-8876	34	2	.	.	X
easat-8876	34	3	related	relate	VERB
easat-8876	34	4	works	work	VERB
easat-8876	34	5	the	the	DET
easat-8876	34	6	rapid	rapid	ADJ
easat-8876	34	7	advancement	advancement	NOUN
easat-8876	34	8	of	of	ADP
easat-8876	34	9	modern	modern	ADJ
easat-8876	34	10	science	science	NOUN
easat-8876	34	11	and	and	CCONJ
easat-8876	34	12	technology	technology	NOUN
easat-8876	34	13	is	be	AUX
easat-8876	34	14	hastening	hasten	VERB
easat-8876	34	15	the	the	DET
easat-8876	34	16	pace	pace	NOUN
easat-8876	34	17	of	of	ADP
easat-8876	34	18	digital	digital	ADJ
easat-8876	34	19	media	medium	NOUN
easat-8876	34	20	communication	communication	NOUN
easat-8876	34	21	and	and	CCONJ
easat-8876	34	22	diversifying	diversify	VERB
easat-8876	34	23	communication	communication	NOUN
easat-8876	34	24	formats	format	NOUN
easat-8876	34	25	.	.	PUNCT
easat-8876	35	1	to	to	PART
easat-8876	35	2	create	create	VERB
easat-8876	35	3	and	and	CCONJ
easat-8876	35	4	improve	improve	VERB
easat-8876	35	5	digital	digital	ADJ
easat-8876	35	6	media	medium	NOUN
easat-8876	35	7	art	art	NOUN
easat-8876	35	8	chen	chen	PROPN
easat-8876	36	1	[	[	X
easat-8876	36	2	9	9	NUM
easat-8876	36	3	]	]	PUNCT
easat-8876	36	4	designers	designer	NOUN
easat-8876	36	5	must	must	AUX
easat-8876	36	6	consider	consider	VERB
easat-8876	36	7	intelligence	intelligence	NOUN
easat-8876	36	8	,	,	PUNCT
easat-8876	36	9	networking	networking	NOUN
easat-8876	36	10	,	,	PUNCT
easat-8876	36	11	and	and	CCONJ
easat-8876	36	12	content	content	NOUN
easat-8876	36	13	diversity	diversity	NOUN
easat-8876	36	14	.	.	PUNCT
easat-8876	37	1	digital	digital	ADJ
easat-8876	37	2	media	medium	NOUN
easat-8876	37	3	art	art	NOUN
easat-8876	37	4	would	would	AUX
easat-8876	37	5	encounter	encounter	VERB
easat-8876	37	6	problems	problem	NOUN
easat-8876	37	7	in	in	ADP
easat-8876	37	8	the	the	DET
easat-8876	37	9	age	age	NOUN
easat-8876	37	10	of	of	ADP
easat-8876	37	11	artificial	artificial	ADJ
easat-8876	37	12	intelligence	intelligence	NOUN
easat-8876	37	13	(	(	PUNCT
easat-8876	37	14	ai	ai	PROPN
easat-8876	37	15	)	)	PUNCT
easat-8876	37	16	,	,	PUNCT
easat-8876	37	17	a	a	DET
easat-8876	37	18	growing	grow	VERB
easat-8876	37	19	number	number	NOUN
easat-8876	37	20	of	of	ADP
easat-8876	37	21	artists	artist	NOUN
easat-8876	37	22	continue	continue	VERB
easat-8876	37	23	to	to	PART
easat-8876	37	24	explore	explore	VERB
easat-8876	37	25	,	,	PUNCT
easat-8876	37	26	and	and	CCONJ
easat-8876	37	27	designers	designer	NOUN
easat-8876	37	28	are	be	AUX
easat-8876	37	29	available	available	ADJ
easat-8876	37	30	for	for	ADP
easat-8876	37	31	continuous	continuous	ADJ
easat-8876	37	32	inquiry	inquiry	NOUN
easat-8876	37	33	and	and	CCONJ
easat-8876	37	34	investigation	investigation	NOUN
easat-8876	37	35	.	.	PUNCT
easat-8876	38	1	1237	1237	NUM
easat-8876	38	2	edelweiss	edelweiss	PROPN
easat-8876	38	3	applied	apply	VERB
easat-8876	38	4	science	science	NOUN
easat-8876	38	5	and	and	CCONJ
easat-8876	38	6	technology	technology	NOUN
easat-8876	38	7	issn	issn	PROPN
easat-8876	38	8	:	:	PUNCT
easat-8876	38	9	2576	2576	NUM
easat-8876	38	10	-	-	SYM
easat-8876	38	11	8484	8484	NUM
easat-8876	38	12	vol	vol	NOUN
easat-8876	38	13	.	.	PROPN
easat-8876	39	1	9	9	NUM
easat-8876	39	2	,	,	PUNCT
easat-8876	39	3	no	no	INTJ
easat-8876	39	4	.	.	NOUN
easat-8876	39	5	7	7	NUM
easat-8876	39	6	:	:	SYM
easat-8876	39	7	1235	1235	NUM
easat-8876	39	8	-	-	SYM
easat-8876	39	9	1248	1248	NUM
easat-8876	39	10	,	,	PUNCT
easat-8876	39	11	2025	2025	NUM
easat-8876	39	12	doi	doi	NOUN
easat-8876	39	13	:	:	PUNCT
easat-8876	39	14	10.55214/25768484.v9i7.8876	10.55214/25768484.v9i7.8876	NUM
easat-8876	39	15	©	©	PROPN
easat-8876	39	16	2025	2025	NUM
easat-8876	39	17	by	by	ADP
easat-8876	39	18	the	the	DET
easat-8876	39	19	author	author	NOUN
easat-8876	39	20	;	;	PUNCT
easat-8876	39	21	licensee	licensee	PROPN
easat-8876	39	22	learning	learning	NOUN
easat-8876	39	23	gate	gate	NOUN
easat-8876	39	24	emotional	emotional	ADJ
easat-8876	39	25	design	design	NOUN
easat-8876	39	26	is	be	AUX
easat-8876	39	27	increasingly	increasingly	ADV
easat-8876	39	28	appreciated	appreciate	VERB
easat-8876	39	29	by	by	ADP
easat-8876	39	30	interface	interface	NOUN
easat-8876	39	31	designers	designer	NOUN
easat-8876	39	32	as	as	ADP
easat-8876	39	33	a	a	DET
easat-8876	39	34	way	way	NOUN
easat-8876	39	35	to	to	PART
easat-8876	39	36	increase	increase	VERB
easat-8876	39	37	user	user	NOUN
easat-8876	39	38	comfort	comfort	NOUN
easat-8876	39	39	and	and	CCONJ
easat-8876	39	40	happiness	happiness	NOUN
easat-8876	39	41	[	[	X
easat-8876	39	42	10	10	NUM
easat-8876	39	43	]	]	PUNCT
easat-8876	39	44	.	.	PUNCT
easat-8876	40	1	cluster	cluster	NOUN
easat-8876	40	2	analysis	analysis	NOUN
easat-8876	40	3	algorithms	algorithm	NOUN
easat-8876	40	4	could	could	AUX
easat-8876	40	5	be	be	AUX
easat-8876	40	6	utilized	utilize	VERB
easat-8876	40	7	to	to	PART
easat-8876	40	8	handle	handle	VERB
easat-8876	40	9	complex	complex	ADJ
easat-8876	40	10	cultural	cultural	ADJ
easat-8876	40	11	information	information	NOUN
easat-8876	40	12	as	as	ADV
easat-8876	40	13	well	well	ADV
easat-8876	40	14	as	as	ADP
easat-8876	40	15	innovative	innovative	ADJ
easat-8876	40	16	cultural	cultural	ADJ
easat-8876	40	17	item	item	NOUN
easat-8876	40	18	creation	creation	NOUN
easat-8876	40	19	.	.	PUNCT
easat-8876	41	1	the	the	DET
easat-8876	41	2	modified	modify	VERB
easat-8876	41	3	method	method	NOUN
easat-8876	41	4	achieved	achieve	VERB
easat-8876	41	5	the	the	DET
easat-8876	41	6	maximum	maximum	ADJ
easat-8876	41	7	data	datum	NOUN
easat-8876	41	8	clustering	cluster	VERB
easat-8876	41	9	effect	effect	NOUN
easat-8876	41	10	of	of	ADP
easat-8876	41	11	90	90	NUM
easat-8876	41	12	%	%	NOUN
easat-8876	41	13	,	,	PUNCT
easat-8876	41	14	allowing	allow	VERB
easat-8876	41	15	designers	designer	NOUN
easat-8876	41	16	to	to	PART
easat-8876	41	17	identify	identify	VERB
easat-8876	41	18	appropriate	appropriate	ADJ
easat-8876	41	19	creative	creative	ADJ
easat-8876	41	20	information	information	NOUN
easat-8876	41	21	for	for	ADP
easat-8876	41	22	better	well	ADJ
easat-8876	41	23	products	product	NOUN
easat-8876	41	24	.	.	PUNCT
easat-8876	42	1	artificial	artificial	ADJ
easat-8876	42	2	intelligence	intelligence	NOUN
easat-8876	42	3	has	have	AUX
easat-8876	42	4	accelerated	accelerate	VERB
easat-8876	42	5	the	the	DET
easat-8876	42	6	art	art	NOUN
easat-8876	42	7	design	design	NOUN
easat-8876	42	8	process	process	NOUN
easat-8876	42	9	by	by	ADP
easat-8876	42	10	retrieving	retrieve	VERB
easat-8876	42	11	multidimensional	multidimensional	ADJ
easat-8876	42	12	conceptual	conceptual	ADJ
easat-8876	42	13	data	datum	NOUN
easat-8876	42	14	that	that	PRON
easat-8876	42	15	was	be	AUX
easat-8876	42	16	examined	examine	VERB
easat-8876	42	17	[	[	PUNCT
easat-8876	42	18	11	11	NUM
easat-8876	42	19	]	]	PUNCT
easat-8876	42	20	.	.	PUNCT
easat-8876	43	1	cnns	cnns	PROPN
easat-8876	43	2	were	be	AUX
easat-8876	43	3	used	use	VERB
easat-8876	43	4	to	to	PART
easat-8876	43	5	extract	extract	VERB
easat-8876	43	6	expressive	expressive	ADJ
easat-8876	43	7	characteristics	characteristic	NOUN
easat-8876	43	8	from	from	ADP
easat-8876	43	9	posters	poster	NOUN
easat-8876	43	10	,	,	PUNCT
easat-8876	43	11	which	which	PRON
easat-8876	43	12	were	be	AUX
easat-8876	43	13	subsequently	subsequently	ADV
easat-8876	43	14	grouped	group	VERB
easat-8876	43	15	using	use	VERB
easat-8876	43	16	a	a	DET
easat-8876	43	17	variational	variational	ADJ
easat-8876	43	18	autoencoder	autoencoder	NOUN
easat-8876	43	19	(	(	PUNCT
easat-8876	43	20	vae	vae	PROPN
easat-8876	43	21	)	)	PUNCT
easat-8876	43	22	.	.	PUNCT
easat-8876	44	1	the	the	DET
easat-8876	44	2	use	use	NOUN
easat-8876	44	3	of	of	ADP
easat-8876	44	4	artificial	artificial	ADJ
easat-8876	44	5	neural	neural	ADJ
easat-8876	44	6	networks	network	NOUN
easat-8876	44	7	(	(	PUNCT
easat-8876	44	8	ann	ann	PROPN
easat-8876	44	9	)	)	PUNCT
easat-8876	44	10	and	and	CCONJ
easat-8876	44	11	the	the	DET
easat-8876	44	12	internet	internet	NOUN
easat-8876	44	13	of	of	ADP
easat-8876	44	14	things	thing	NOUN
easat-8876	44	15	(	(	PUNCT
easat-8876	44	16	iot	iot	NOUN
easat-8876	44	17	)	)	PUNCT
easat-8876	44	18	in	in	ADP
easat-8876	44	19	computer	computer	NOUN
easat-8876	44	20	-	-	PUNCT
easat-8876	44	21	aided	aid	VERB
easat-8876	44	22	design	design	NOUN
easat-8876	44	23	(	(	PUNCT
easat-8876	44	24	cad	cad	NOUN
easat-8876	44	25	)	)	PUNCT
easat-8876	44	26	creation	creation	NOUN
easat-8876	44	27	and	and	CCONJ
easat-8876	44	28	experimental	experimental	ADJ
easat-8876	44	29	design	design	NOUN
easat-8876	44	30	was	be	AUX
easat-8876	44	31	investigated	investigate	VERB
easat-8876	44	32	by	by	ADP
easat-8876	44	33	shi	shi	PROPN
easat-8876	44	34	and	and	CCONJ
easat-8876	44	35	yuan	yuan	PROPN
easat-8876	45	1	[	[	X
easat-8876	45	2	12	12	NUM
easat-8876	45	3	]	]	PUNCT
easat-8876	45	4	.	.	PUNCT
easat-8876	46	1	by	by	ADP
easat-8876	46	2	analyzing	analyze	VERB
easat-8876	46	3	massive	massive	ADJ
easat-8876	46	4	amounts	amount	NOUN
easat-8876	46	5	of	of	ADP
easat-8876	46	6	artwork	artwork	NOUN
easat-8876	46	7	data	datum	NOUN
easat-8876	46	8	,	,	PUNCT
easat-8876	46	9	ann	ann	PROPN
easat-8876	46	10	discovered	discover	VERB
easat-8876	46	11	creative	creative	ADJ
easat-8876	46	12	patterns	pattern	NOUN
easat-8876	46	13	and	and	CCONJ
easat-8876	46	14	characteristics	characteristic	NOUN
easat-8876	46	15	,	,	PUNCT
easat-8876	46	16	offering	offer	VERB
easat-8876	46	17	artists	artist	NOUN
easat-8876	46	18	innovative	innovative	ADJ
easat-8876	46	19	recommendations	recommendation	NOUN
easat-8876	46	20	and	and	CCONJ
easat-8876	46	21	optimization	optimization	NOUN
easat-8876	46	22	solutions	solution	NOUN
easat-8876	46	23	.	.	PUNCT
easat-8876	47	1	their	their	PRON
easat-8876	47	2	technology	technology	NOUN
easat-8876	47	3	offered	offer	VERB
easat-8876	47	4	a	a	DET
easat-8876	47	5	more	more	ADV
easat-8876	47	6	efficient	efficient	ADJ
easat-8876	47	7	and	and	CCONJ
easat-8876	47	8	sophisticated	sophisticated	ADJ
easat-8876	47	9	auxiliary	auxiliary	ADJ
easat-8876	47	10	tool	tool	NOUN
easat-8876	47	11	to	to	ADP
easat-8876	47	12	artists	artist	NOUN
easat-8876	47	13	and	and	CCONJ
easat-8876	47	14	designers	designer	NOUN
easat-8876	47	15	.	.	PUNCT
easat-8876	48	1	a	a	DET
easat-8876	48	2	strategy	strategy	NOUN
easat-8876	48	3	for	for	ADP
easat-8876	48	4	improving	improve	VERB
easat-8876	48	5	emotional	emotional	ADJ
easat-8876	48	6	expressiveness	expressiveness	NOUN
easat-8876	48	7	in	in	ADP
easat-8876	48	8	advertising	advertise	VERB
easat-8876	48	9	graphic	graphic	ADJ
easat-8876	48	10	design	design	NOUN
easat-8876	48	11	by	by	ADP
easat-8876	48	12	combining	combine	VERB
easat-8876	48	13	deep	deep	ADJ
easat-8876	48	14	learning	learning	NOUN
easat-8876	48	15	algorithms	algorithm	NOUN
easat-8876	48	16	and	and	CCONJ
easat-8876	48	17	cad	cad	PROPN
easat-8876	48	18	modeling	model	VERB
easat-8876	48	19	optimization	optimization	NOUN
easat-8876	48	20	was	be	AUX
easat-8876	48	21	described	describe	VERB
easat-8876	48	22	[	[	X
easat-8876	48	23	13	13	NUM
easat-8876	48	24	]	]	PUNCT
easat-8876	48	25	.	.	PUNCT
easat-8876	49	1	the	the	DET
easat-8876	49	2	technology	technology	NOUN
easat-8876	49	3	employed	employ	VERB
easat-8876	49	4	recurrent	recurrent	NOUN
easat-8876	49	5	and	and	CCONJ
easat-8876	49	6	cnn	cnn	PROPN
easat-8876	49	7	to	to	PART
easat-8876	49	8	extract	extract	VERB
easat-8876	49	9	emotional	emotional	ADJ
easat-8876	49	10	patterns	pattern	NOUN
easat-8876	49	11	and	and	CCONJ
easat-8876	49	12	themes	theme	NOUN
easat-8876	49	13	from	from	ADP
easat-8876	49	14	commercials	commercial	NOUN
easat-8876	49	15	.	.	PUNCT
easat-8876	50	1	this	this	DET
easat-8876	50	2	innovative	innovative	ADJ
easat-8876	50	3	datadriven	datadriven	ADJ
easat-8876	50	4	strategy	strategy	NOUN
easat-8876	50	5	improves	improve	VERB
easat-8876	50	6	advertising	advertising	NOUN
easat-8876	50	7	efficacy	efficacy	NOUN
easat-8876	50	8	and	and	CCONJ
easat-8876	50	9	increases	increase	VERB
easat-8876	50	10	customer	customer	NOUN
easat-8876	50	11	satisfaction	satisfaction	NOUN
easat-8876	50	12	while	while	SCONJ
easat-8876	50	13	also	also	ADV
easat-8876	50	14	providing	provide	VERB
easat-8876	50	15	useful	useful	ADJ
easat-8876	50	16	references	reference	NOUN
easat-8876	50	17	for	for	ADP
easat-8876	50	18	designers	designer	NOUN
easat-8876	50	19	.	.	PUNCT
easat-8876	51	1	the	the	DET
easat-8876	51	2	four	four	NUM
easat-8876	51	3	aspects	aspect	NOUN
easat-8876	51	4	of	of	ADP
easat-8876	51	5	media	medium	NOUN
easat-8876	51	6	convergencecontent	convergencecontent	NOUN
easat-8876	51	7	consumption	consumption	NOUN
easat-8876	51	8	,	,	PUNCT
easat-8876	51	9	product	product	NOUN
easat-8876	51	10	/	/	SYM
easat-8876	51	11	service	service	NOUN
easat-8876	51	12	form	form	NOUN
easat-8876	51	13	convergence	convergence	NOUN
easat-8876	51	14	,	,	PUNCT
easat-8876	51	15	content	content	NOUN
easat-8876	51	16	distribution	distribution	NOUN
easat-8876	51	17	channel	channel	NOUN
easat-8876	51	18	convergence	convergence	NOUN
easat-8876	51	19	,	,	PUNCT
easat-8876	51	20	and	and	CCONJ
easat-8876	51	21	content	content	NOUN
easat-8876	51	22	creative	creative	ADJ
easat-8876	51	23	convergence	convergence	NOUN
easat-8876	51	24	were	be	AUX
easat-8876	51	25	outlined	outline	VERB
easat-8876	51	26	in	in	ADP
easat-8876	51	27	li	li	PROPN
easat-8876	51	28	and	and	CCONJ
easat-8876	51	29	liang	liang	PROPN
easat-8876	52	1	[	[	X
easat-8876	52	2	14	14	NUM
easat-8876	52	3	]	]	PUNCT
easat-8876	52	4	.	.	PUNCT
easat-8876	53	1	it	it	PRON
easat-8876	53	2	highlights	highlight	VERB
easat-8876	53	3	the	the	DET
easat-8876	53	4	need	need	NOUN
easat-8876	53	5	for	for	ADP
easat-8876	53	6	precise	precise	ADJ
easat-8876	53	7	digital	digital	ADJ
easat-8876	53	8	content	content	NOUN
easat-8876	53	9	services	service	NOUN
easat-8876	53	10	,	,	PUNCT
easat-8876	53	11	a	a	DET
easat-8876	53	12	multifaceted	multifaceted	ADJ
easat-8876	53	13	user	user	NOUN
easat-8876	53	14	experience	experience	NOUN
easat-8876	53	15	,	,	PUNCT
easat-8876	53	16	threedimensional	threedimensional	ADJ
easat-8876	53	17	marketing	marketing	NOUN
easat-8876	53	18	integration	integration	NOUN
easat-8876	53	19	,	,	PUNCT
easat-8876	53	20	and	and	CCONJ
easat-8876	53	21	varied	varied	ADJ
easat-8876	53	22	scene	scene	NOUN
easat-8876	53	23	-	-	PUNCT
easat-8876	53	24	based	base	VERB
easat-8876	53	25	services	service	NOUN
easat-8876	53	26	.	.	PUNCT
easat-8876	54	1	the	the	DET
easat-8876	54	2	design	design	NOUN
easat-8876	54	3	of	of	ADP
easat-8876	54	4	visual	visual	ADJ
easat-8876	54	5	communication	communication	NOUN
easat-8876	54	6	in	in	ADP
easat-8876	54	7	digital	digital	ADJ
easat-8876	54	8	technology	technology	NOUN
easat-8876	54	9	,	,	PUNCT
easat-8876	54	10	with	with	ADP
easat-8876	54	11	an	an	DET
easat-8876	54	12	emphasis	emphasis	NOUN
easat-8876	54	13	on	on	ADP
easat-8876	54	14	network	network	NOUN
easat-8876	54	15	media	medium	NOUN
easat-8876	54	16	and	and	CCONJ
easat-8876	54	17	how	how	SCONJ
easat-8876	54	18	it	it	PRON
easat-8876	54	19	affects	affect	VERB
easat-8876	54	20	people	people	NOUN
easat-8876	54	21	's	's	PART
easat-8876	54	22	work	work	NOUN
easat-8876	54	23	and	and	CCONJ
easat-8876	54	24	lives	life	NOUN
easat-8876	54	25	,	,	PUNCT
easat-8876	54	26	was	be	AUX
easat-8876	54	27	examined	examine	VERB
easat-8876	54	28	by	by	ADP
easat-8876	54	29	cai	cai	PROPN
easat-8876	54	30	and	and	CCONJ
easat-8876	54	31	su	su	PROPN
easat-8876	55	1	[	[	X
easat-8876	55	2	15	15	NUM
easat-8876	55	3	]	]	PUNCT
easat-8876	55	4	.	.	PUNCT
easat-8876	56	1	it	it	PRON
easat-8876	56	2	introduced	introduce	VERB
easat-8876	56	3	a	a	DET
easat-8876	56	4	multi	multi	ADJ
easat-8876	56	5	-	-	ADJ
easat-8876	56	6	layer	layer	ADJ
easat-8876	56	7	network	network	NOUN
easat-8876	56	8	-	-	PUNCT
easat-8876	56	9	based	base	VERB
easat-8876	56	10	clustering	clustering	ADJ
easat-8876	56	11	recommendation	recommendation	NOUN
easat-8876	56	12	system	system	NOUN
easat-8876	56	13	that	that	PRON
easat-8876	56	14	incorporated	incorporate	VERB
easat-8876	56	15	qualities	quality	NOUN
easat-8876	56	16	,	,	PUNCT
easat-8876	56	17	time	time	NOUN
easat-8876	56	18	,	,	PUNCT
easat-8876	56	19	and	and	CCONJ
easat-8876	56	20	ratings	rating	NOUN
easat-8876	56	21	.	.	PUNCT
easat-8876	57	1	it	it	PRON
easat-8876	57	2	explored	explore	VERB
easat-8876	57	3	the	the	DET
easat-8876	57	4	potential	potential	NOUN
easat-8876	57	5	that	that	SCONJ
easat-8876	57	6	modern	modern	ADJ
easat-8876	57	7	media	medium	NOUN
easat-8876	57	8	technology	technology	NOUN
easat-8876	57	9	presents	present	VERB
easat-8876	57	10	for	for	ADP
easat-8876	57	11	visual	visual	ADJ
easat-8876	57	12	communication	communication	NOUN
easat-8876	57	13	design	design	NOUN
easat-8876	57	14	,	,	PUNCT
easat-8876	57	15	such	such	ADJ
easat-8876	57	16	as	as	ADP
easat-8876	57	17	information	information	NOUN
easat-8876	57	18	transmission	transmission	NOUN
easat-8876	57	19	,	,	PUNCT
easat-8876	57	20	visual	visual	ADJ
easat-8876	57	21	language	language	NOUN
easat-8876	57	22	,	,	PUNCT
easat-8876	57	23	and	and	CCONJ
easat-8876	57	24	aesthetics	aesthetic	NOUN
easat-8876	57	25	.	.	PUNCT
easat-8876	58	1	existing	exist	VERB
easat-8876	58	2	approaches	approach	NOUN
easat-8876	58	3	,	,	PUNCT
easat-8876	58	4	such	such	ADJ
easat-8876	58	5	as	as	ADP
easat-8876	58	6	the	the	DET
easat-8876	58	7	cluster	cluster	NOUN
easat-8876	58	8	analysis	analysis	NOUN
easat-8876	58	9	algorithm	algorithm	NOUN
easat-8876	58	10	described	describe	VERB
easat-8876	58	11	in	in	ADP
easat-8876	58	12	gao	gao	PROPN
easat-8876	58	13	and	and	CCONJ
easat-8876	58	14	huang	huang	PROPN
easat-8876	59	1	[	[	X
easat-8876	59	2	10	10	NUM
easat-8876	59	3	]	]	PUNCT
easat-8876	59	4	have	have	VERB
easat-8876	59	5	limitations	limitation	NOUN
easat-8876	59	6	in	in	ADP
easat-8876	59	7	capturing	capture	VERB
easat-8876	59	8	complex	complex	ADJ
easat-8876	59	9	emotional	emotional	ADJ
easat-8876	59	10	and	and	CCONJ
easat-8876	59	11	cultural	cultural	ADJ
easat-8876	59	12	contexts	contexts	NOUN
easat-8876	59	13	,	,	PUNCT
easat-8876	59	14	resulting	result	VERB
easat-8876	59	15	in	in	ADP
easat-8876	59	16	diminished	diminished	ADJ
easat-8876	59	17	flexibility	flexibility	NOUN
easat-8876	59	18	and	and	CCONJ
easat-8876	59	19	creative	creative	ADJ
easat-8876	59	20	relevance	relevance	NOUN
easat-8876	59	21	.	.	PUNCT
easat-8876	60	1	similarly	similarly	ADV
easat-8876	60	2	,	,	PUNCT
easat-8876	60	3	the	the	DET
easat-8876	60	4	ann	ann	PROPN
easat-8876	60	5	-	-	PUNCT
easat-8876	60	6	based	base	VERB
easat-8876	60	7	cad	cad	NOUN
easat-8876	60	8	system	system	NOUN
easat-8876	60	9	shi	shi	PROPN
easat-8876	60	10	and	and	CCONJ
easat-8876	60	11	yuan	yuan	PROPN
easat-8876	60	12	[	[	X
easat-8876	60	13	12	12	NUM
easat-8876	60	14	]	]	PUNCT
easat-8876	60	15	provides	provide	VERB
easat-8876	60	16	faster	fast	ADJ
easat-8876	60	17	processing	processing	NOUN
easat-8876	60	18	but	but	CCONJ
easat-8876	60	19	lacks	lack	VERB
easat-8876	60	20	emotional	emotional	ADJ
easat-8876	60	21	expressiveness	expressiveness	NOUN
easat-8876	60	22	and	and	CCONJ
easat-8876	60	23	difficulties	difficulty	NOUN
easat-8876	60	24	with	with	ADP
easat-8876	60	25	delicate	delicate	ADJ
easat-8876	60	26	creative	creative	ADJ
easat-8876	60	27	optimization	optimization	NOUN
easat-8876	60	28	.	.	PUNCT
easat-8876	61	1	to	to	PART
easat-8876	61	2	solve	solve	VERB
easat-8876	61	3	these	these	DET
easat-8876	61	4	issues	issue	NOUN
easat-8876	61	5	,	,	PUNCT
easat-8876	61	6	the	the	DET
easat-8876	61	7	proposed	propose	VERB
easat-8876	61	8	cnn+gan+coa	cnn+gan+coa	PROPN
easat-8876	61	9	model	model	PROPN
easat-8876	61	10	combines	combine	VERB
easat-8876	61	11	cnn	cnn	PROPN
easat-8876	61	12	’s	’s	PART
easat-8876	61	13	powerful	powerful	ADJ
easat-8876	61	14	capability	capability	NOUN
easat-8876	61	15	to	to	PART
easat-8876	61	16	extract	extract	VERB
easat-8876	61	17	expressive	expressive	ADJ
easat-8876	61	18	features	feature	NOUN
easat-8876	61	19	with	with	ADP
easat-8876	61	20	gan	gan	PROPN
easat-8876	61	21	's	's	PART
easat-8876	61	22	generative	generative	ADJ
easat-8876	61	23	creativity	creativity	NOUN
easat-8876	61	24	and	and	CCONJ
easat-8876	61	25	coa	coa	VERB
easat-8876	61	26	adaptive	adaptive	ADJ
easat-8876	61	27	parameter	parameter	NOUN
easat-8876	61	28	tweaking	tweaking	NOUN
easat-8876	61	29	.	.	PUNCT
easat-8876	62	1	this	this	DET
easat-8876	62	2	integrative	integrative	ADJ
easat-8876	62	3	technique	technique	NOUN
easat-8876	62	4	increases	increase	VERB
easat-8876	62	5	emotional	emotional	ADJ
easat-8876	62	6	depth	depth	NOUN
easat-8876	62	7	,	,	PUNCT
easat-8876	62	8	grouping	group	VERB
easat-8876	62	9	accuracy	accuracy	NOUN
easat-8876	62	10	,	,	PUNCT
easat-8876	62	11	and	and	CCONJ
easat-8876	62	12	creative	creative	ADJ
easat-8876	62	13	flexibility	flexibility	NOUN
easat-8876	62	14	.	.	PUNCT
easat-8876	63	1	3	3	X
easat-8876	63	2	.	.	X
easat-8876	63	3	cimac	cimac	NOUN
easat-8876	63	4	framework	framework	VERB
easat-8876	63	5	the	the	DET
easat-8876	63	6	cimac	cimac	NOUN
easat-8876	63	7	framework	framework	NOUN
easat-8876	63	8	is	be	AUX
easat-8876	63	9	an	an	DET
easat-8876	63	10	innovative	innovative	ADJ
easat-8876	63	11	technology	technology	NOUN
easat-8876	63	12	that	that	PRON
easat-8876	63	13	combines	combine	VERB
easat-8876	63	14	algorithmic	algorithmic	ADJ
easat-8876	63	15	art	art	NOUN
easat-8876	63	16	and	and	CCONJ
easat-8876	63	17	artificial	artificial	ADJ
easat-8876	63	18	intelligence	intelligence	NOUN
easat-8876	63	19	to	to	PART
easat-8876	63	20	provide	provide	VERB
easat-8876	63	21	dynamic	dynamic	ADJ
easat-8876	63	22	,	,	PUNCT
easat-8876	63	23	emotionally	emotionally	ADV
easat-8876	63	24	responsive	responsive	ADJ
easat-8876	63	25	multimedia	multimedia	NOUN
easat-8876	63	26	communication	communication	NOUN
easat-8876	63	27	and	and	CCONJ
easat-8876	63	28	applications	application	NOUN
easat-8876	63	29	.	.	PUNCT
easat-8876	64	1	it	it	PRON
easat-8876	64	2	functions	function	VERB
easat-8876	64	3	in	in	ADP
easat-8876	64	4	four	four	NUM
easat-8876	64	5	major	major	ADJ
easat-8876	64	6	stages	stage	NOUN
easat-8876	64	7	:	:	PUNCT
easat-8876	64	8	stage	stage	NOUN
easat-8876	64	9	1	1	NUM
easat-8876	64	10	–	–	PUNCT
easat-8876	64	11	data	datum	NOUN
easat-8876	64	12	capture	capture	NOUN
easat-8876	64	13	:	:	PUNCT
easat-8876	64	14	kinect	kinect	ADJ
easat-8876	64	15	sensors	sensor	NOUN
easat-8876	64	16	and	and	CCONJ
easat-8876	64	17	facial	facial	ADJ
easat-8876	64	18	recognition	recognition	NOUN
easat-8876	64	19	technologies	technology	NOUN
easat-8876	64	20	record	record	VERB
easat-8876	64	21	live	live	ADJ
easat-8876	64	22	user	user	NOUN
easat-8876	64	23	actions	action	NOUN
easat-8876	64	24	and	and	CCONJ
easat-8876	64	25	expressions	expression	NOUN
easat-8876	64	26	,	,	PUNCT
easat-8876	64	27	forming	form	VERB
easat-8876	64	28	a	a	DET
easat-8876	64	29	real	real	ADJ
easat-8876	64	30	-	-	PUNCT
easat-8876	64	31	time	time	NOUN
easat-8876	64	32	dataset	dataset	NOUN
easat-8876	64	33	of	of	ADP
easat-8876	64	34	gestures	gesture	NOUN
easat-8876	64	35	and	and	CCONJ
easat-8876	64	36	emotions	emotion	NOUN
easat-8876	64	37	.	.	PUNCT
easat-8876	65	1	stage	stage	NOUN
easat-8876	65	2	2	2	NUM
easat-8876	65	3	–	–	PUNCT
easat-8876	65	4	emotion	emotion	NOUN
easat-8876	65	5	recognition	recognition	NOUN
easat-8876	65	6	:	:	PUNCT
easat-8876	65	7	a	a	DET
easat-8876	65	8	cnn	cnn	PROPN
easat-8876	65	9	processes	process	VERB
easat-8876	65	10	the	the	DET
easat-8876	65	11	captured	capture	VERB
easat-8876	65	12	data	datum	NOUN
easat-8876	65	13	to	to	PART
easat-8876	65	14	accurately	accurately	ADV
easat-8876	65	15	assess	assess	VERB
easat-8876	65	16	the	the	DET
easat-8876	65	17	user	user	NOUN
easat-8876	65	18	's	's	PART
easat-8876	65	19	emotional	emotional	ADJ
easat-8876	65	20	state	state	NOUN
easat-8876	65	21	.	.	PUNCT
easat-8876	66	1	stage	stage	NOUN
easat-8876	66	2	3	3	NUM
easat-8876	66	3	–	–	PUNCT
easat-8876	66	4	visual	visual	ADJ
easat-8876	66	5	generation	generation	NOUN
easat-8876	66	6	:	:	PUNCT
easat-8876	66	7	a	a	DET
easat-8876	66	8	gan	gan	NOUN
easat-8876	66	9	creates	create	VERB
easat-8876	66	10	individualized	individualized	ADJ
easat-8876	66	11	creative	creative	ADJ
easat-8876	66	12	visuals	visual	NOUN
easat-8876	66	13	based	base	VERB
easat-8876	66	14	on	on	ADP
easat-8876	66	15	the	the	DET
easat-8876	66	16	recognized	recognize	VERB
easat-8876	66	17	emotional	emotional	ADJ
easat-8876	66	18	input	input	NOUN
easat-8876	66	19	.	.	PUNCT
easat-8876	67	1	stage	stage	NOUN
easat-8876	67	2	4	4	NUM
easat-8876	67	3	–	–	PUNCT
easat-8876	67	4	pattern	pattern	NOUN
easat-8876	67	5	optimization	optimization	NOUN
easat-8876	67	6	and	and	CCONJ
easat-8876	67	7	display	display	NOUN
easat-8876	67	8	:	:	PUNCT
easat-8876	67	9	simultaneously	simultaneously	ADV
easat-8876	67	10	,	,	PUNCT
easat-8876	67	11	the	the	DET
easat-8876	67	12	coa	coa	NOUN
easat-8876	67	13	generates	generate	VERB
easat-8876	67	14	and	and	CCONJ
easat-8876	67	15	refines	refine	VERB
easat-8876	67	16	mathematically	mathematically	ADV
easat-8876	67	17	structured	structure	VERB
easat-8876	67	18	patterns	pattern	NOUN
easat-8876	67	19	like	like	ADP
easat-8876	67	20	fractals	fractal	NOUN
easat-8876	67	21	and	and	CCONJ
easat-8876	67	22	grids	grid	NOUN
easat-8876	67	23	,	,	PUNCT
easat-8876	67	24	serving	serve	VERB
easat-8876	67	25	as	as	ADP
easat-8876	67	26	the	the	DET
easat-8876	67	27	harmonious	harmonious	ADJ
easat-8876	67	28	foundation	foundation	NOUN
easat-8876	67	29	for	for	ADP
easat-8876	67	30	the	the	DET
easat-8876	67	31	artwork	artwork	NOUN
easat-8876	67	32	.	.	PUNCT
easat-8876	68	1	the	the	DET
easat-8876	68	2	outputs	output	NOUN
easat-8876	68	3	from	from	ADP
easat-8876	68	4	gan	gan	NOUN
easat-8876	68	5	and	and	CCONJ
easat-8876	68	6	coa	coa	NOUN
easat-8876	68	7	are	be	AUX
easat-8876	68	8	then	then	ADV
easat-8876	68	9	merged	merge	VERB
easat-8876	68	10	and	and	CCONJ
easat-8876	68	11	displayed	display	VERB
easat-8876	68	12	on	on	ADP
easat-8876	68	13	a	a	DET
easat-8876	68	14	large	large	ADJ
easat-8876	68	15	interactive	interactive	ADJ
easat-8876	68	16	screen	screen	NOUN
easat-8876	68	17	,	,	PUNCT
easat-8876	68	18	updating	update	VERB
easat-8876	68	19	in	in	ADP
easat-8876	68	20	real	real	ADJ
easat-8876	68	21	-	-	PUNCT
easat-8876	68	22	time	time	NOUN
easat-8876	68	23	based	base	VERB
easat-8876	68	24	on	on	ADP
easat-8876	68	25	user	user	NOUN
easat-8876	68	26	movements	movement	NOUN
easat-8876	68	27	and	and	CCONJ
easat-8876	68	28	emotional	emotional	ADJ
easat-8876	68	29	shifts	shift	NOUN
easat-8876	68	30	.	.	PUNCT
easat-8876	69	1	the	the	DET
easat-8876	69	2	framework	framework	NOUN
easat-8876	69	3	for	for	ADP
easat-8876	69	4	interactive	interactive	ADJ
easat-8876	69	5	multimedia	multimedia	NOUN
easat-8876	69	6	experiences	experience	NOUN
easat-8876	69	7	is	be	AUX
easat-8876	69	8	shown	show	VERB
easat-8876	69	9	in	in	ADP
easat-8876	69	10	figure	figure	NOUN
easat-8876	69	11	2	2	NUM
easat-8876	69	12	.	.	X
easat-8876	69	13	1238	1238	NUM
easat-8876	69	14	edelweiss	edelweiss	PROPN
easat-8876	69	15	applied	apply	VERB
easat-8876	69	16	science	science	NOUN
easat-8876	69	17	and	and	CCONJ
easat-8876	69	18	technology	technology	NOUN
easat-8876	69	19	issn	issn	PROPN
easat-8876	69	20	:	:	PUNCT
easat-8876	69	21	2576	2576	NUM
easat-8876	69	22	-	-	SYM
easat-8876	69	23	8484	8484	NUM
easat-8876	69	24	vol	vol	NOUN
easat-8876	69	25	.	.	PROPN
easat-8876	70	1	9	9	NUM
easat-8876	70	2	,	,	PUNCT
easat-8876	70	3	no	no	INTJ
easat-8876	70	4	.	.	NOUN
easat-8876	70	5	7	7	NUM
easat-8876	70	6	:	:	SYM
easat-8876	70	7	1235	1235	NUM
easat-8876	70	8	-	-	SYM
easat-8876	70	9	1248	1248	NUM
easat-8876	70	10	,	,	PUNCT
easat-8876	70	11	2025	2025	NUM
easat-8876	70	12	doi	doi	NOUN
easat-8876	70	13	:	:	PUNCT
easat-8876	70	14	10.55214/25768484.v9i7.8876	10.55214/25768484.v9i7.8876	NUM
easat-8876	70	15	©	©	PROPN
easat-8876	70	16	2025	2025	NUM
easat-8876	70	17	by	by	ADP
easat-8876	70	18	the	the	DET
easat-8876	70	19	author	author	NOUN
easat-8876	70	20	;	;	PUNCT
easat-8876	70	21	licensee	licensee	PROPN
easat-8876	70	22	learning	learn	VERB
easat-8876	70	23	gate	gate	NOUN
easat-8876	70	24	figure	figure	NOUN
easat-8876	70	25	2	2	NUM
easat-8876	70	26	.	.	PUNCT
easat-8876	70	27	cimac	cimac	NOUN
easat-8876	70	28	framework	framework	NOUN
easat-8876	70	29	for	for	ADP
easat-8876	70	30	interactive	interactive	ADJ
easat-8876	70	31	multimedia	multimedia	NOUN
easat-8876	70	32	experiences	experience	NOUN
easat-8876	70	33	.	.	PUNCT
easat-8876	71	1	source	source	NOUN
easat-8876	71	2	:	:	PUNCT
easat-8876	71	3	https://www.kaggle.com/datasets/programmer3/interact-gesture-and-emotion-art-dataset	https://www.kaggle.com/datasets/programmer3/interact-gesture-and-emotion-art-dataset	X
easat-8876	71	4	3.1	3.1	NUM
easat-8876	71	5	.	.	PUNCT
easat-8876	72	1	dataset	dataset	ADJ
easat-8876	72	2	interact	interact	NOUN
easat-8876	72	3	:	:	PUNCT
easat-8876	72	4	gesture	gesture	NOUN
easat-8876	72	5	&	&	CCONJ
easat-8876	72	6	expression	expression	NOUN
easat-8876	72	7	art	art	NOUN
easat-8876	72	8	dataset	dataset	NOUN
easat-8876	72	9	is	be	AUX
easat-8876	72	10	intended	intend	VERB
easat-8876	72	11	to	to	PART
easat-8876	72	12	help	help	VERB
easat-8876	72	13	in	in	ADP
easat-8876	72	14	the	the	DET
easat-8876	72	15	creation	creation	NOUN
easat-8876	72	16	of	of	ADP
easat-8876	72	17	emotionally	emotionally	ADV
easat-8876	72	18	responsive	responsive	ADJ
easat-8876	72	19	,	,	PUNCT
easat-8876	72	20	real	real	ADJ
easat-8876	72	21	-	-	PUNCT
easat-8876	72	22	time	time	NOUN
easat-8876	72	23	interactive	interactive	ADJ
easat-8876	72	24	multimedia	multimedia	NOUN
easat-8876	72	25	art	art	NOUN
easat-8876	72	26	by	by	ADP
easat-8876	72	27	combining	combine	VERB
easat-8876	72	28	dynamic	dynamic	ADJ
easat-8876	72	29	hand	hand	NOUN
easat-8876	72	30	gestures	gesture	NOUN
easat-8876	72	31	with	with	ADP
easat-8876	72	32	face	face	NOUN
easat-8876	72	33	expression	expression	NOUN
easat-8876	72	34	recognition	recognition	NOUN
easat-8876	72	35	.	.	PUNCT
easat-8876	73	1	it	it	PRON
easat-8876	73	2	comprises	comprise	VERB
easat-8876	73	3	around	around	ADP
easat-8876	73	4	119,000	119,000	NUM
easat-8876	73	5	depth	depth	NOUN
easat-8876	73	6	images	image	NOUN
easat-8876	73	7	recorded	record	VERB
easat-8876	73	8	with	with	ADP
easat-8876	73	9	kinect	kinect	ADJ
easat-8876	73	10	-	-	PUNCT
easat-8876	73	11	like	like	ADJ
easat-8876	73	12	sensors	sensor	NOUN
easat-8876	73	13	that	that	PRON
easat-8876	73	14	record	record	VERB
easat-8876	73	15	various	various	ADJ
easat-8876	73	16	hand	hand	NOUN
easat-8876	73	17	motions	motion	NOUN
easat-8876	73	18	,	,	PUNCT
easat-8876	73	19	allowing	allow	VERB
easat-8876	73	20	for	for	ADP
easat-8876	73	21	accurate	accurate	ADJ
easat-8876	73	22	gesture	gesture	NOUN
easat-8876	73	23	identification	identification	NOUN
easat-8876	73	24	.	.	PUNCT
easat-8876	74	1	in	in	ADP
easat-8876	74	2	addition	addition	NOUN
easat-8876	74	3	,	,	PUNCT
easat-8876	74	4	the	the	DET
easat-8876	74	5	dataset	dataset	NOUN
easat-8876	74	6	contains	contain	VERB
easat-8876	74	7	152	152	NUM
easat-8876	74	8	high	high	ADJ
easat-8876	74	9	-	-	PUNCT
easat-8876	74	10	quality	quality	NOUN
easat-8876	74	11	facial	facial	ADJ
easat-8876	74	12	images	image	NOUN
easat-8876	74	13	tagged	tag	VERB
easat-8876	74	14	with	with	ADP
easat-8876	74	15	emotional	emotional	ADJ
easat-8876	74	16	states	state	NOUN
easat-8876	74	17	,	,	PUNCT
easat-8876	74	18	enabling	enable	VERB
easat-8876	74	19	classification	classification	NOUN
easat-8876	74	20	of	of	ADP
easat-8876	74	21	emotions	emotion	NOUN
easat-8876	74	22	in	in	ADP
easat-8876	74	23	real	real	ADJ
easat-8876	74	24	time	time	NOUN
easat-8876	74	25	,	,	PUNCT
easat-8876	74	26	and	and	CCONJ
easat-8876	74	27	the	the	DET
easat-8876	74	28	dataset	dataset	NOUN
easat-8876	74	29	has	have	AUX
easat-8876	74	30	been	be	AUX
easat-8876	74	31	preprocessed	preprocesse	VERB
easat-8876	74	32	3.2	3.2	NUM
easat-8876	74	33	.	.	PUNCT
easat-8876	75	1	cnn+gan+coa	cnn+gan+coa	PROPN
easat-8876	75	2	combining	combine	VERB
easat-8876	75	3	cnn	cnn	PROPN
easat-8876	75	4	,	,	PUNCT
easat-8876	75	5	gan	gan	PROPN
easat-8876	75	6	,	,	PUNCT
easat-8876	75	7	and	and	CCONJ
easat-8876	75	8	the	the	DET
easat-8876	75	9	coa	coa	NOUN
easat-8876	75	10	provides	provide	VERB
easat-8876	75	11	a	a	DET
easat-8876	75	12	ground	ground	NOUN
easat-8876	75	13	-	-	PUNCT
easat-8876	75	14	breaking	break	VERB
easat-8876	75	15	strategy	strategy	NOUN
easat-8876	75	16	for	for	ADP
easat-8876	75	17	reinventing	reinvent	VERB
easat-8876	75	18	interactive	interactive	ADJ
easat-8876	75	19	multimedia	multimedia	NOUN
easat-8876	75	20	communication	communication	NOUN
easat-8876	75	21	and	and	CCONJ
easat-8876	75	22	applications	application	NOUN
easat-8876	75	23	using	use	VERB
easat-8876	75	24	convergent	convergent	ADJ
easat-8876	75	25	innovation	innovation	NOUN
easat-8876	75	26	.	.	PUNCT
easat-8876	76	1	cnns	cnns	PROPN
easat-8876	76	2	excel	excel	VERB
easat-8876	76	3	in	in	ADP
easat-8876	76	4	extracting	extract	VERB
easat-8876	76	5	rich	rich	ADJ
easat-8876	76	6	,	,	PUNCT
easat-8876	76	7	hierarchical	hierarchical	ADJ
easat-8876	76	8	characteristics	characteristic	NOUN
easat-8876	76	9	from	from	ADP
easat-8876	76	10	complicated	complicated	ADJ
easat-8876	76	11	multimedia	multimedia	NOUN
easat-8876	76	12	data	datum	NOUN
easat-8876	76	13	,	,	PUNCT
easat-8876	76	14	allowing	allow	VERB
easat-8876	76	15	for	for	ADP
easat-8876	76	16	the	the	DET
easat-8876	76	17	exact	exact	ADJ
easat-8876	76	18	detection	detection	NOUN
easat-8876	76	19	and	and	CCONJ
easat-8876	76	20	interpretation	interpretation	NOUN
easat-8876	76	21	of	of	ADP
easat-8876	76	22	user	user	NOUN
easat-8876	76	23	interactions	interaction	NOUN
easat-8876	76	24	in	in	ADP
easat-8876	76	25	real	real	ADJ
easat-8876	76	26	time	time	NOUN
easat-8876	76	27	.	.	PUNCT
easat-8876	77	1	meanwhile	meanwhile	ADV
easat-8876	77	2	,	,	PUNCT
easat-8876	77	3	gans	gan	NOUN
easat-8876	77	4	improve	improve	VERB
easat-8876	77	5	the	the	DET
easat-8876	77	6	experience	experience	NOUN
easat-8876	77	7	by	by	ADP
easat-8876	77	8	creating	create	VERB
easat-8876	77	9	high	high	ADJ
easat-8876	77	10	-	-	PUNCT
easat-8876	77	11	quality	quality	NOUN
easat-8876	77	12	,	,	PUNCT
easat-8876	77	13	dynamic	dynamic	ADJ
easat-8876	77	14	multimedia	multimedia	NOUN
easat-8876	77	15	material	material	NOUN
easat-8876	77	16	that	that	PRON
easat-8876	77	17	responds	respond	VERB
easat-8876	77	18	smoothly	smoothly	ADV
easat-8876	77	19	to	to	ADP
easat-8876	77	20	user	user	NOUN
easat-8876	77	21	https://www.kaggle.com/datasets/programmer3/interact-gesture-and-emotion-art-dataset	https://www.kaggle.com/datasets/programmer3/interact-gesture-and-emotion-art-dataset	X
easat-8876	77	22	1239	1239	NUM
easat-8876	77	23	edelweiss	edelweiss	PROPN
easat-8876	77	24	applied	apply	VERB
easat-8876	77	25	science	science	NOUN
easat-8876	77	26	and	and	CCONJ
easat-8876	77	27	technology	technology	NOUN
easat-8876	77	28	issn	issn	PROPN
easat-8876	77	29	:	:	PUNCT
easat-8876	77	30	2576	2576	NUM
easat-8876	77	31	-	-	SYM
easat-8876	77	32	8484	8484	NUM
easat-8876	77	33	vol	vol	NOUN
easat-8876	77	34	.	.	PROPN
easat-8876	78	1	9	9	NUM
easat-8876	78	2	,	,	PUNCT
easat-8876	78	3	no	no	INTJ
easat-8876	78	4	.	.	NOUN
easat-8876	78	5	7	7	NUM
easat-8876	78	6	:	:	SYM
easat-8876	78	7	1235	1235	NUM
easat-8876	78	8	-	-	SYM
easat-8876	78	9	1248	1248	NUM
easat-8876	78	10	,	,	PUNCT
easat-8876	78	11	2025	2025	NUM
easat-8876	78	12	doi	doi	NOUN
easat-8876	78	13	:	:	PUNCT
easat-8876	78	14	10.55214/25768484.v9i7.8876	10.55214/25768484.v9i7.8876	NUM
easat-8876	78	15	©	©	PROPN
easat-8876	78	16	2025	2025	NUM
easat-8876	78	17	by	by	ADP
easat-8876	78	18	the	the	DET
easat-8876	78	19	author	author	NOUN
easat-8876	78	20	;	;	PUNCT
easat-8876	78	21	licensee	licensee	PROPN
easat-8876	78	22	learning	learn	VERB
easat-8876	78	23	gate	gate	PROPN
easat-8876	78	24	input	input	NOUN
easat-8876	78	25	,	,	PUNCT
easat-8876	78	26	resulting	result	VERB
easat-8876	78	27	in	in	ADP
easat-8876	78	28	a	a	DET
easat-8876	78	29	more	more	ADV
easat-8876	78	30	immersive	immersive	ADJ
easat-8876	78	31	and	and	CCONJ
easat-8876	78	32	customized	customized	ADJ
easat-8876	78	33	environment	environment	NOUN
easat-8876	78	34	.	.	PUNCT
easat-8876	79	1	integrating	integrate	VERB
easat-8876	79	2	the	the	DET
easat-8876	79	3	coa	coa	NOUN
easat-8876	79	4	,	,	PUNCT
easat-8876	79	5	a	a	DET
easat-8876	79	6	natureinspired	natureinspired	ADJ
easat-8876	79	7	metaheuristic	metaheuristic	ADJ
easat-8876	79	8	optimization	optimization	NOUN
easat-8876	79	9	approach	approach	NOUN
easat-8876	79	10	,	,	PUNCT
easat-8876	79	11	refines	refine	VERB
easat-8876	79	12	this	this	DET
easat-8876	79	13	system	system	NOUN
easat-8876	79	14	by	by	ADP
easat-8876	79	15	effectively	effectively	ADV
easat-8876	79	16	optimizing	optimize	VERB
easat-8876	79	17	cnn	cnn	PROPN
easat-8876	79	18	and	and	CCONJ
easat-8876	79	19	gan	gan	PROPN
easat-8876	79	20	parameters	parameter	NOUN
easat-8876	79	21	,	,	PUNCT
easat-8876	79	22	hence	hence	ADV
easat-8876	79	23	enhancing	enhance	VERB
easat-8876	79	24	learning	learning	NOUN
easat-8876	79	25	accuracy	accuracy	NOUN
easat-8876	79	26	and	and	CCONJ
easat-8876	79	27	content	content	NOUN
easat-8876	79	28	quality	quality	NOUN
easat-8876	79	29	.	.	PUNCT
easat-8876	80	1	the	the	DET
easat-8876	80	2	combination	combination	NOUN
easat-8876	80	3	of	of	ADP
easat-8876	80	4	these	these	DET
easat-8876	80	5	technologies	technology	NOUN
easat-8876	80	6	allows	allow	VERB
easat-8876	80	7	for	for	ADP
easat-8876	80	8	the	the	DET
easat-8876	80	9	development	development	NOUN
easat-8876	80	10	of	of	ADP
easat-8876	80	11	intelligent	intelligent	ADJ
easat-8876	80	12	multimedia	multimedia	NOUN
easat-8876	80	13	systems	system	NOUN
easat-8876	80	14	that	that	PRON
easat-8876	80	15	dynamically	dynamically	ADV
easat-8876	80	16	adapt	adapt	VERB
easat-8876	80	17	,	,	PUNCT
easat-8876	80	18	forecast	forecast	NOUN
easat-8876	80	19	user	user	NOUN
easat-8876	80	20	preferences	preference	NOUN
easat-8876	80	21	,	,	PUNCT
easat-8876	80	22	and	and	CCONJ
easat-8876	80	23	deliver	deliver	VERB
easat-8876	80	24	compelling	compelling	ADJ
easat-8876	80	25	content	content	NOUN
easat-8876	80	26	on	on	ADP
easat-8876	80	27	demand	demand	NOUN
easat-8876	80	28	.	.	PUNCT
easat-8876	81	1	3.3	3.3	NUM
easat-8876	81	2	.	.	PUNCT
easat-8876	82	1	cnn	cnn	PROPN
easat-8876	82	2	for	for	ADP
easat-8876	82	3	emotion	emotion	NOUN
easat-8876	82	4	recognition	recognition	NOUN
easat-8876	82	5	cnn	cnn	PROPN
easat-8876	82	6	enables	enable	VERB
easat-8876	82	7	emotion	emotion	NOUN
easat-8876	82	8	recognition	recognition	NOUN
easat-8876	82	9	in	in	ADP
easat-8876	82	10	convergent	convergent	NOUN
easat-8876	82	11	innovation	innovation	NOUN
easat-8876	82	12	for	for	ADP
easat-8876	82	13	interactive	interactive	ADJ
easat-8876	82	14	multimedia	multimedia	NOUN
easat-8876	82	15	applications	application	NOUN
easat-8876	82	16	by	by	ADP
easat-8876	82	17	evaluating	evaluate	VERB
easat-8876	82	18	face	face	NOUN
easat-8876	82	19	characteristics	characteristic	NOUN
easat-8876	82	20	in	in	ADP
easat-8876	82	21	real	real	ADJ
easat-8876	82	22	-	-	PUNCT
easat-8876	82	23	time	time	NOUN
easat-8876	82	24	,	,	PUNCT
easat-8876	82	25	hence	hence	ADV
easat-8876	82	26	increasing	increase	VERB
easat-8876	82	27	user	user	NOUN
easat-8876	82	28	engagement	engagement	NOUN
easat-8876	82	29	through	through	ADP
easat-8876	82	30	adaptive	adaptive	ADJ
easat-8876	82	31	responses	response	NOUN
easat-8876	82	32	that	that	PRON
easat-8876	82	33	customize	customize	VERB
easat-8876	82	34	multimedia	multimedia	NOUN
easat-8876	82	35	experiences	experience	NOUN
easat-8876	82	36	to	to	ADP
easat-8876	82	37	emotional	emotional	ADJ
easat-8876	82	38	states	state	NOUN
easat-8876	82	39	and	and	CCONJ
easat-8876	82	40	expressions	expression	NOUN
easat-8876	82	41	.	.	PUNCT
easat-8876	83	1	raw	raw	ADJ
easat-8876	83	2	pixels	pixel	NOUN
easat-8876	83	3	are	be	AUX
easat-8876	83	4	transformed	transform	VERB
easat-8876	83	5	into	into	ADP
easat-8876	83	6	a	a	DET
easat-8876	83	7	scoring	scoring	NOUN
easat-8876	83	8	function	function	NOUN
easat-8876	83	9	that	that	PRON
easat-8876	83	10	evaluates	evaluate	VERB
easat-8876	83	11	each	each	DET
easat-8876	83	12	image	image	NOUN
easat-8876	83	13	.	.	PUNCT
easat-8876	84	1	usually	usually	ADV
easat-8876	84	2	,	,	PUNCT
easat-8876	84	3	the	the	DET
easat-8876	84	4	design	design	NOUN
easat-8876	84	5	of	of	ADP
easat-8876	84	6	cnns	cnns	PROPN
easat-8876	84	7	adds	add	VERB
easat-8876	84	8	an	an	DET
easat-8876	84	9	input	input	NOUN
easat-8876	84	10	and	and	CCONJ
easat-8876	84	11	then	then	ADV
easat-8876	84	12	places	place	VERB
easat-8876	84	13	a	a	DET
easat-8876	84	14	conv	conv	ADJ
easat-8876	84	15	layer	layer	NOUN
easat-8876	84	16	,	,	PUNCT
easat-8876	84	17	a	a	DET
easat-8876	84	18	pool	pool	NOUN
easat-8876	84	19	layer	layer	NOUN
easat-8876	84	20	,	,	PUNCT
easat-8876	84	21	a	a	DET
easat-8876	84	22	flatten	flatten	ADJ
easat-8876	84	23	layer	layer	NOUN
easat-8876	84	24	,	,	PUNCT
easat-8876	84	25	a	a	DET
easat-8876	84	26	dense	dense	ADJ
easat-8876	84	27	layer	layer	NOUN
easat-8876	84	28	,	,	PUNCT
easat-8876	84	29	and	and	CCONJ
easat-8876	84	30	a	a	DET
easat-8876	84	31	dropout	dropout	NOUN
easat-8876	84	32	layer	layer	NOUN
easat-8876	84	33	in	in	ADP
easat-8876	84	34	the	the	DET
easat-8876	84	35	order	order	NOUN
easat-8876	84	36	described	describe	VERB
easat-8876	84	37	in	in	ADP
easat-8876	84	38	figure	figure	NOUN
easat-8876	84	39	3	3	NUM
easat-8876	84	40	.	.	PUNCT
easat-8876	84	41	figure	figure	NOUN
easat-8876	84	42	3	3	NUM
easat-8876	84	43	.	.	PUNCT
easat-8876	84	44	cnn	cnn	PROPN
easat-8876	84	45	structure	structure	NOUN
easat-8876	84	46	for	for	ADP
easat-8876	84	47	emotion	emotion	NOUN
easat-8876	84	48	recognition	recognition	NOUN
easat-8876	84	49	.	.	PUNCT
easat-8876	85	1	convolutional	convolutional	ADJ
easat-8876	85	2	layer	layer	NOUN
easat-8876	85	3	:	:	PUNCT
easat-8876	85	4	raw	raw	ADJ
easat-8876	85	5	images	image	NOUN
easat-8876	85	6	are	be	AUX
easat-8876	85	7	filtered	filter	VERB
easat-8876	85	8	using	use	VERB
easat-8876	85	9	many	many	ADJ
easat-8876	85	10	sets	set	NOUN
easat-8876	85	11	of	of	ADP
easat-8876	85	12	filters	filter	NOUN
easat-8876	85	13	in	in	ADP
easat-8876	85	14	the	the	DET
easat-8876	85	15	convolutional	convolutional	ADJ
easat-8876	85	16	layers	layer	NOUN
easat-8876	85	17	of	of	ADP
easat-8876	85	18	the	the	DET
easat-8876	85	19	cnn	cnn	PROPN
easat-8876	85	20	.	.	PUNCT
easat-8876	86	1	most	most	ADJ
easat-8876	86	2	user	user	NOUN
easat-8876	86	3	options	option	NOUN
easat-8876	86	4	are	be	AUX
easat-8876	86	5	included	include	VERB
easat-8876	86	6	in	in	ADP
easat-8876	86	7	this	this	DET
easat-8876	86	8	section	section	NOUN
easat-8876	86	9	.	.	PUNCT
easat-8876	87	1	the	the	DET
easat-8876	87	2	main	main	ADJ
easat-8876	87	3	thing	thing	NOUN
easat-8876	87	4	to	to	PART
easat-8876	87	5	consider	consider	VERB
easat-8876	87	6	is	be	AUX
easat-8876	87	7	the	the	DET
easat-8876	87	8	shape	shape	NOUN
easat-8876	87	9	and	and	CCONJ
easat-8876	87	10	quantity	quantity	NOUN
easat-8876	87	11	of	of	ADP
easat-8876	87	12	the	the	DET
easat-8876	87	13	kernels	kernel	NOUN
easat-8876	87	14	.	.	PUNCT
easat-8876	88	1	the	the	DET
easat-8876	88	2	data	data	NOUN
easat-8876	88	3	is	be	AUX
easat-8876	88	4	then	then	ADV
easat-8876	88	5	sent	send	VERB
easat-8876	88	6	to	to	ADP
easat-8876	88	7	the	the	DET
easat-8876	88	8	next	next	ADJ
easat-8876	88	9	step	step	NOUN
easat-8876	88	10	.	.	PUNCT
easat-8876	89	1	max	max	PROPN
easat-8876	89	2	pooling	pool	VERB
easat-8876	89	3	layer	layer	NOUN
easat-8876	89	4	:	:	PUNCT
easat-8876	89	5	after	after	SCONJ
easat-8876	89	6	convolutional	convolutional	ADJ
easat-8876	89	7	layers	layer	NOUN
easat-8876	89	8	are	be	AUX
easat-8876	89	9	applied	apply	VERB
easat-8876	89	10	,	,	PUNCT
easat-8876	89	11	pooling	pool	VERB
easat-8876	89	12	layers	layer	NOUN
easat-8876	89	13	follow	follow	VERB
easat-8876	89	14	.	.	PUNCT
easat-8876	90	1	there	there	PRON
easat-8876	90	2	are	be	VERB
easat-8876	90	3	two	two	NUM
easat-8876	90	4	main	main	ADJ
easat-8876	90	5	kinds	kind	NOUN
easat-8876	90	6	of	of	ADP
easat-8876	90	7	pooling	pool	VERB
easat-8876	90	8	algorithms	algorithm	NOUN
easat-8876	90	9	:	:	PUNCT
easat-8876	90	10	max	max	PROPN
easat-8876	90	11	pooling	pooling	PROPN
easat-8876	90	12	,	,	PUNCT
easat-8876	90	13	which	which	PRON
easat-8876	90	14	selects	select	VERB
easat-8876	90	15	the	the	DET
easat-8876	90	16	highest	high	ADJ
easat-8876	90	17	value	value	NOUN
easat-8876	90	18	in	in	ADP
easat-8876	90	19	each	each	DET
easat-8876	90	20	group	group	NOUN
easat-8876	90	21	of	of	ADP
easat-8876	90	22	data	datum	NOUN
easat-8876	90	23	,	,	PUNCT
easat-8876	90	24	and	and	CCONJ
easat-8876	90	25	average	average	ADJ
easat-8876	90	26	pooling	pooling	NOUN
easat-8876	90	27	,	,	PUNCT
easat-8876	90	28	which	which	PRON
easat-8876	90	29	averages	average	VERB
easat-8876	90	30	the	the	DET
easat-8876	90	31	numbers	number	NOUN
easat-8876	90	32	in	in	ADP
easat-8876	90	33	that	that	DET
easat-8876	90	34	region	region	NOUN
easat-8876	90	35	.	.	PUNCT
easat-8876	91	1	usually	usually	ADV
easat-8876	91	2	,	,	PUNCT
easat-8876	91	3	these	these	DET
easat-8876	91	4	operations	operation	NOUN
easat-8876	91	5	are	be	AUX
easat-8876	91	6	carried	carry	VERB
easat-8876	91	7	out	out	ADP
easat-8876	91	8	to	to	PART
easat-8876	91	9	lower	lower	VERB
easat-8876	91	10	the	the	DET
easat-8876	91	11	dimensionality	dimensionality	NOUN
easat-8876	91	12	of	of	ADP
easat-8876	91	13	the	the	DET
easat-8876	91	14	system	system	NOUN
easat-8876	91	15	.	.	PUNCT
easat-8876	92	1	flatten	flatten	ADJ
easat-8876	92	2	layer	layer	NOUN
easat-8876	92	3	:	:	PUNCT
easat-8876	92	4	data	datum	NOUN
easat-8876	92	5	is	be	AUX
easat-8876	92	6	flattened	flatten	VERB
easat-8876	92	7	by	by	ADP
easat-8876	92	8	converting	convert	VERB
easat-8876	92	9	it	it	PRON
easat-8876	92	10	into	into	ADP
easat-8876	92	11	a	a	DET
easat-8876	92	12	one	one	NUM
easat-8876	92	13	-	-	PUNCT
easat-8876	92	14	dimensional	dimensional	ADJ
easat-8876	92	15	array	array	NOUN
easat-8876	92	16	to	to	PART
easat-8876	92	17	be	be	AUX
easat-8876	92	18	passed	pass	VERB
easat-8876	92	19	on	on	ADP
easat-8876	92	20	to	to	ADP
easat-8876	92	21	the	the	DET
easat-8876	92	22	next	next	ADJ
easat-8876	92	23	layer	layer	NOUN
easat-8876	92	24	.	.	PUNCT
easat-8876	93	1	merging	merge	VERB
easat-8876	93	2	all	all	DET
easat-8876	93	3	data	datum	NOUN
easat-8876	93	4	flattens	flatten	VERB
easat-8876	93	5	it	it	PRON
easat-8876	93	6	into	into	ADP
easat-8876	93	7	a	a	DET
easat-8876	93	8	single	single	ADJ
easat-8876	93	9	dimension	dimension	NOUN
easat-8876	93	10	for	for	ADP
easat-8876	93	11	the	the	DET
easat-8876	93	12	next	next	ADJ
easat-8876	93	13	layer	layer	NOUN
easat-8876	93	14	.	.	PUNCT
easat-8876	94	1	it	it	PRON
easat-8876	94	2	connects	connect	VERB
easat-8876	94	3	to	to	ADP
easat-8876	94	4	the	the	DET
easat-8876	94	5	fully	fully	ADV
easat-8876	94	6	connected	connect	VERB
easat-8876	94	7	layer	layer	NOUN
easat-8876	94	8	,	,	PUNCT
easat-8876	94	9	which	which	PRON
easat-8876	94	10	acts	act	VERB
easat-8876	94	11	as	as	ADP
easat-8876	94	12	the	the	DET
easat-8876	94	13	final	final	ADJ
easat-8876	94	14	classification	classification	NOUN
easat-8876	94	15	model	model	NOUN
easat-8876	94	16	.	.	PUNCT
easat-8876	95	1	dense	dense	ADJ
easat-8876	95	2	layer	layer	NOUN
easat-8876	95	3	:	:	PUNCT
easat-8876	95	4	the	the	DET
easat-8876	95	5	dense	dense	ADJ
easat-8876	95	6	layer	layer	NOUN
easat-8876	95	7	is	be	AUX
easat-8876	95	8	a	a	DET
easat-8876	95	9	straightforward	straightforward	ADJ
easat-8876	95	10	layer	layer	NOUN
easat-8876	95	11	that	that	PRON
easat-8876	95	12	receives	receive	VERB
easat-8876	95	13	input	input	NOUN
easat-8876	95	14	from	from	ADP
easat-8876	95	15	the	the	DET
easat-8876	95	16	previous	previous	ADJ
easat-8876	95	17	layer	layer	NOUN
easat-8876	95	18	.	.	PUNCT
easat-8876	96	1	dense	dense	ADJ
easat-8876	96	2	layers	layer	NOUN
easat-8876	96	3	process	process	NOUN
easat-8876	96	4	images	image	NOUN
easat-8876	96	5	using	use	VERB
easat-8876	96	6	the	the	DET
easat-8876	96	7	output	output	NOUN
easat-8876	96	8	produced	produce	VERB
easat-8876	96	9	by	by	ADP
easat-8876	96	10	the	the	DET
easat-8876	96	11	convolutional	convolutional	ADJ
easat-8876	96	12	layers	layer	NOUN
easat-8876	96	13	.	.	PUNCT
easat-8876	97	1	the	the	DET
easat-8876	97	2	main	main	ADJ
easat-8876	97	3	layers	layer	NOUN
easat-8876	97	4	of	of	ADP
easat-8876	97	5	a	a	DET
easat-8876	97	6	network	network	NOUN
easat-8876	97	7	are	be	AUX
easat-8876	97	8	based	base	VERB
easat-8876	97	9	on	on	ADP
easat-8876	97	10	the	the	DET
easat-8876	97	11	use	use	NOUN
easat-8876	97	12	of	of	ADP
easat-8876	97	13	the	the	DET
easat-8876	97	14	sigmoid	sigmoid	NOUN
easat-8876	97	15	and	and	CCONJ
easat-8876	97	16	rectified	rectified	ADJ
easat-8876	97	17	linear	linear	NOUN
easat-8876	97	18	unit	unit	NOUN
easat-8876	97	19	(	(	PUNCT
easat-8876	97	20	relu	relu	NOUN
easat-8876	97	21	)	)	PUNCT
easat-8876	97	22	functions	function	NOUN
easat-8876	97	23	.	.	PUNCT
easat-8876	98	1	all	all	DET
easat-8876	98	2	values	value	NOUN
easat-8876	98	3	returned	return	VERB
easat-8876	98	4	by	by	ADP
easat-8876	98	5	the	the	DET
easat-8876	98	6	sigmoid	sigmoid	NOUN
easat-8876	98	7	function	function	NOUN
easat-8876	98	8	are	be	AUX
easat-8876	98	9	within	within	ADP
easat-8876	98	10	the	the	DET
easat-8876	98	11	range	range	NOUN
easat-8876	98	12	[	[	X
easat-8876	98	13	0,1	0,1	NUM
easat-8876	98	14	]	]	PUNCT
easat-8876	98	15	.	.	PUNCT
easat-8876	99	1	the	the	DET
easat-8876	99	2	function	function	NOUN
easat-8876	99	3	is	be	AUX
easat-8876	99	4	monotonic	monotonic	ADJ
easat-8876	99	5	,	,	PUNCT
easat-8876	99	6	but	but	CCONJ
easat-8876	99	7	the	the	DET
easat-8876	99	8	derivative	derivative	NOUN
easat-8876	99	9	is	be	AUX
easat-8876	99	10	not	not	PART
easat-8876	99	11	monotonic	monotonic	ADJ
easat-8876	99	12	.	.	PUNCT
easat-8876	100	1	the	the	DET
easat-8876	100	2	logistic	logistic	ADJ
easat-8876	100	3	sigmoid	sigmoid	NOUN
easat-8876	100	4	function	function	NOUN
easat-8876	100	5	sometimes	sometimes	ADV
easat-8876	100	6	causes	cause	VERB
easat-8876	100	7	neural	neural	ADJ
easat-8876	100	8	networks	network	NOUN
easat-8876	100	9	to	to	PART
easat-8876	100	10	stop	stop	VERB
easat-8876	100	11	improving	improve	VERB
easat-8876	100	12	during	during	ADP
easat-8876	100	13	training	training	NOUN
easat-8876	100	14	.	.	PUNCT
easat-8876	101	1	the	the	DET
easat-8876	101	2	most	most	ADV
easat-8876	101	3	popular	popular	ADJ
easat-8876	101	4	nonlinear	nonlinear	ADJ
easat-8876	101	5	activation	activation	NOUN
easat-8876	101	6	function	function	NOUN
easat-8876	101	7	is	be	AUX
easat-8876	101	8	the	the	DET
easat-8876	101	9	relu	relu	NOUN
easat-8876	101	10	,	,	PUNCT
easat-8876	101	11	and	and	CCONJ
easat-8876	101	12	it	it	PRON
easat-8876	101	13	is	be	AUX
easat-8876	101	14	followed	follow	VERB
easat-8876	101	15	by	by	ADP
easat-8876	101	16	convolutional	convolutional	ADJ
easat-8876	101	17	layers	layer	NOUN
easat-8876	101	18	.	.	PUNCT
easat-8876	102	1	1240	1240	NUM
easat-8876	102	2	edelweiss	edelweiss	PROPN
easat-8876	102	3	applied	apply	VERB
easat-8876	102	4	science	science	NOUN
easat-8876	102	5	and	and	CCONJ
easat-8876	102	6	technology	technology	NOUN
easat-8876	102	7	issn	issn	PROPN
easat-8876	102	8	:	:	PUNCT
easat-8876	102	9	2576	2576	NUM
easat-8876	102	10	-	-	SYM
easat-8876	102	11	8484	8484	NUM
easat-8876	102	12	vol	vol	NOUN
easat-8876	102	13	.	.	PROPN
easat-8876	103	1	9	9	NUM
easat-8876	103	2	,	,	PUNCT
easat-8876	103	3	no	no	INTJ
easat-8876	103	4	.	.	NOUN
easat-8876	103	5	7	7	NUM
easat-8876	103	6	:	:	SYM
easat-8876	103	7	1235	1235	NUM
easat-8876	103	8	-	-	SYM
easat-8876	103	9	1248	1248	NUM
easat-8876	103	10	,	,	PUNCT
easat-8876	103	11	2025	2025	NUM
easat-8876	103	12	doi	doi	NOUN
easat-8876	103	13	:	:	PUNCT
easat-8876	103	14	10.55214/25768484.v9i7.8876	10.55214/25768484.v9i7.8876	NUM
easat-8876	103	15	©	©	PROPN
easat-8876	103	16	2025	2025	NUM
easat-8876	103	17	by	by	ADP
easat-8876	103	18	the	the	DET
easat-8876	103	19	author	author	NOUN
easat-8876	103	20	;	;	PUNCT
easat-8876	103	21	licensee	licensee	PROPN
easat-8876	103	22	learning	learning	NOUN
easat-8876	103	23	gate	gate	NOUN
easat-8876	103	24	dropout	dropout	NOUN
easat-8876	103	25	layer	layer	NOUN
easat-8876	103	26	:	:	PUNCT
easat-8876	103	27	dropout	dropout	NOUN
easat-8876	103	28	is	be	AUX
easat-8876	103	29	used	use	VERB
easat-8876	103	30	to	to	PART
easat-8876	103	31	prevent	prevent	VERB
easat-8876	103	32	overfitting	overfitting	NOUN
easat-8876	103	33	in	in	ADP
easat-8876	103	34	models	model	NOUN
easat-8876	103	35	.	.	PUNCT
easat-8876	104	1	during	during	ADP
easat-8876	104	2	training	training	NOUN
easat-8876	104	3	,	,	PUNCT
easat-8876	104	4	the	the	DET
easat-8876	104	5	outgoing	outgoing	ADJ
easat-8876	104	6	edges	edge	NOUN
easat-8876	104	7	of	of	ADP
easat-8876	104	8	hidden	hide	VERB
easat-8876	104	9	units	unit	NOUN
easat-8876	104	10	(	(	PUNCT
easat-8876	104	11	neurons	neuron	NOUN
easat-8876	104	12	in	in	ADP
easat-8876	104	13	hidden	hidden	ADJ
easat-8876	104	14	layers	layer	NOUN
easat-8876	104	15	)	)	PUNCT
easat-8876	104	16	are	be	AUX
easat-8876	104	17	set	set	VERB
easat-8876	104	18	to	to	ADP
easat-8876	104	19	0	0	NUM
easat-8876	104	20	with	with	ADP
easat-8876	104	21	each	each	DET
easat-8876	104	22	update	update	NOUN
easat-8876	104	23	.	.	PUNCT
easat-8876	105	1	3.4	3.4	NUM
easat-8876	105	2	.	.	PUNCT
easat-8876	105	3	gan	gin	VERB
easat-8876	105	4	for	for	ADP
easat-8876	105	5	generating	generate	VERB
easat-8876	105	6	emotion	emotion	NOUN
easat-8876	105	7	-	-	PUNCT
easat-8876	105	8	conditioned	condition	VERB
easat-8876	105	9	visuals	visual	NOUN
easat-8876	105	10	a	a	DET
easat-8876	105	11	gan	gan	PROPN
easat-8876	105	12	creates	create	VERB
easat-8876	105	13	emotion	emotion	NOUN
easat-8876	105	14	-	-	PUNCT
easat-8876	105	15	conditioned	condition	VERB
easat-8876	105	16	graphics	graphic	NOUN
easat-8876	105	17	to	to	PART
easat-8876	105	18	promote	promote	VERB
easat-8876	105	19	convergent	convergent	ADJ
easat-8876	105	20	innovation	innovation	NOUN
easat-8876	105	21	in	in	ADP
easat-8876	105	22	interactive	interactive	ADJ
easat-8876	105	23	multimedia	multimedia	NOUN
easat-8876	105	24	communication	communication	NOUN
easat-8876	105	25	and	and	CCONJ
easat-8876	105	26	applications	application	NOUN
easat-8876	105	27	,	,	PUNCT
easat-8876	105	28	allowing	allow	VERB
easat-8876	105	29	for	for	ADP
easat-8876	105	30	dynamic	dynamic	ADJ
easat-8876	105	31	,	,	PUNCT
easat-8876	105	32	user	user	NOUN
easat-8876	105	33	-	-	PUNCT
easat-8876	105	34	specific	specific	ADJ
easat-8876	105	35	creative	creative	ADJ
easat-8876	105	36	reactions	reaction	NOUN
easat-8876	105	37	.	.	PUNCT
easat-8876	106	1	it	it	PRON
easat-8876	106	2	learns	learn	VERB
easat-8876	106	3	emotional	emotional	ADJ
easat-8876	106	4	traits	trait	NOUN
easat-8876	106	5	and	and	CCONJ
easat-8876	106	6	combines	combine	VERB
easat-8876	106	7	emotive	emotive	ADJ
easat-8876	106	8	images	image	NOUN
easat-8876	106	9	to	to	PART
easat-8876	106	10	improve	improve	VERB
easat-8876	106	11	real	real	ADJ
easat-8876	106	12	-	-	PUNCT
easat-8876	106	13	time	time	NOUN
easat-8876	106	14	interactivity	interactivity	NOUN
easat-8876	106	15	and	and	CCONJ
easat-8876	106	16	aesthetic	aesthetic	ADJ
easat-8876	106	17	customization	customization	NOUN
easat-8876	106	18	across	across	ADP
easat-8876	106	19	a	a	DET
easat-8876	106	20	variety	variety	NOUN
easat-8876	106	21	of	of	ADP
easat-8876	106	22	multimedia	multimedia	NOUN
easat-8876	106	23	events	event	NOUN
easat-8876	106	24	.	.	PUNCT
easat-8876	107	1	a	a	DET
easat-8876	107	2	gan	gan	PROPN
easat-8876	107	3	consists	consist	VERB
easat-8876	107	4	of	of	ADP
easat-8876	107	5	two	two	NUM
easat-8876	107	6	parts	part	NOUN
easat-8876	107	7	:	:	PUNCT
easat-8876	107	8	the	the	DET
easat-8876	107	9	generator	generator	NOUN
easat-8876	107	10	model	model	NOUN
easat-8876	107	11	and	and	CCONJ
easat-8876	107	12	the	the	DET
easat-8876	107	13	discriminator	discriminator	NOUN
easat-8876	107	14	model	model	NOUN
easat-8876	107	15	.	.	PUNCT
easat-8876	108	1	the	the	DET
easat-8876	108	2	discrimination	discrimination	NOUN
easat-8876	108	3	model	model	NOUN
easat-8876	108	4	acts	act	VERB
easat-8876	108	5	as	as	ADP
easat-8876	108	6	a	a	DET
easat-8876	108	7	discriminator	discriminator	NOUN
easat-8876	108	8	,	,	PUNCT
easat-8876	108	9	attempting	attempt	VERB
easat-8876	108	10	to	to	PART
easat-8876	108	11	distinguish	distinguish	VERB
easat-8876	108	12	between	between	ADP
easat-8876	108	13	actual	actual	ADJ
easat-8876	108	14	and	and	CCONJ
easat-8876	108	15	simulated	simulated	ADJ
easat-8876	108	16	data	datum	NOUN
easat-8876	108	17	generated	generate	VERB
easat-8876	108	18	by	by	ADP
easat-8876	108	19	the	the	DET
easat-8876	108	20	model	model	NOUN
easat-8876	108	21	.	.	PUNCT
easat-8876	109	1	the	the	DET
easat-8876	109	2	discriminator	discriminator	NOUN
easat-8876	109	3	should	should	AUX
easat-8876	109	4	indicate	indicate	VERB
easat-8876	109	5	the	the	DET
easat-8876	109	6	output	output	NOUN
easat-8876	109	7	of	of	ADP
easat-8876	109	8	the	the	DET
easat-8876	109	9	input	input	NOUN
easat-8876	109	10	image	image	NOUN
easat-8876	109	11	,	,	PUNCT
easat-8876	109	12	as	as	SCONJ
easat-8876	109	13	illustrated	illustrate	VERB
easat-8876	109	14	in	in	ADP
easat-8876	109	15	figure	figure	NOUN
easat-8876	109	16	4	4	NUM
easat-8876	109	17	.	.	PUNCT
easat-8876	109	18	figure	figure	VERB
easat-8876	109	19	4	4	NUM
easat-8876	109	20	.	.	PUNCT
easat-8876	109	21	gan	gan	ADJ
easat-8876	109	22	structure	structure	NOUN
easat-8876	109	23	for	for	ADP
easat-8876	109	24	generating	generate	VERB
easat-8876	109	25	emotion	emotion	NOUN
easat-8876	109	26	-	-	PUNCT
easat-8876	109	27	conditioned	condition	VERB
easat-8876	109	28	visuals	visual	NOUN
easat-8876	109	29	.	.	PUNCT
easat-8876	110	1	to	to	PART
easat-8876	110	2	define	define	VERB
easat-8876	110	3	a	a	DET
easat-8876	110	4	generative	generative	ADJ
easat-8876	110	5	adversarial	adversarial	ADJ
easat-8876	110	6	problem	problem	NOUN
easat-8876	110	7	,	,	PUNCT
easat-8876	110	8	assign	assign	VERB
easat-8876	110	9	the	the	DET
easat-8876	110	10	probability	probability	NOUN
easat-8876	110	11	density	density	NOUN
easat-8876	110	12	function	function	NOUN
easat-8876	110	13	of	of	ADP
easat-8876	110	14	the	the	DET
easat-8876	110	15	target	target	NOUN
easat-8876	110	16	high	high	ADV
easat-8876	110	17	-	-	PUNCT
easat-8876	110	18	dimensional	dimensional	ADJ
easat-8876	110	19	data	datum	NOUN
easat-8876	110	20	to	to	ADP
easat-8876	110	21	𝑜𝑑𝑎𝑡𝑎(𝑊	𝑜𝑑𝑎𝑡𝑎(𝑊	PROPN
easat-8876	110	22	)	)	PUNCT
easat-8876	110	23	and	and	CCONJ
easat-8876	110	24	the	the	DET
easat-8876	110	25	probability	probability	NOUN
easat-8876	110	26	density	density	NOUN
easat-8876	110	27	function	function	NOUN
easat-8876	110	28	of	of	ADP
easat-8876	110	29	the	the	DET
easat-8876	110	30	generator	generator	NOUN
easat-8876	110	31	to	to	PART
easat-8876	110	32	𝑜𝐻(𝑊;𝜃	𝑜𝐻(𝑊;𝜃	NOUN
easat-8876	110	33	)	)	PUNCT
easat-8876	110	34	,	,	PUNCT
easat-8876	110	35	where	where	SCONJ
easat-8876	110	36	𝜃	𝜃	PRON
easat-8876	110	37	represents	represent	VERB
easat-8876	110	38	the	the	DET
easat-8876	110	39	probability	probability	NOUN
easat-8876	110	40	density	density	NOUN
easat-8876	110	41	function	function	NOUN
easat-8876	110	42	parameters	parameter	NOUN
easat-8876	110	43	.	.	PUNCT
easat-8876	111	1	to	to	PART
easat-8876	111	2	calculate	calculate	VERB
easat-8876	111	3	𝜃𝑜𝐻(𝑊;𝜃	𝜃𝑜𝐻(𝑊;𝜃	PRON
easat-8876	111	4	)	)	PUNCT
easat-8876	111	5	,	,	PUNCT
easat-8876	111	6	which	which	PRON
easat-8876	111	7	moves	move	VERB
easat-8876	111	8	closer	close	ADV
easat-8876	111	9	to	to	ADP
easat-8876	111	10	𝑜𝑑𝑎𝑡𝑎(𝑊	𝑜𝑑𝑎𝑡𝑎(𝑊	PROPN
easat-8876	111	11	)	)	PUNCT
easat-8876	111	12	.	.	PUNCT
easat-8876	112	1	extract	extract	VERB
easat-8876	112	2	𝑛	𝑛	DET
easat-8876	112	3	data	data	NOUN
easat-8876	112	4	points	point	NOUN
easat-8876	112	5	from	from	ADP
easat-8876	112	6	𝑜𝑑𝑎𝑡𝑎(𝑊	𝑜𝑑𝑎𝑡𝑎(𝑊	PROPN
easat-8876	112	7	)	)	PUNCT
easat-8876	112	8	,	,	PUNCT
easat-8876	112	9	such	such	ADJ
easat-8876	112	10	as	as	ADP
easat-8876	112	11	𝑤1,𝑤2,𝑤3,	𝑤1,𝑤2,𝑤3,	NOUN
easat-8876	112	12	…	…	PUNCT
easat-8876	112	13	𝑤𝑛.	𝑤𝑛.	PRON
easat-8876	112	14	finding	find	VERB
easat-8876	112	15	𝜃	𝜃	PRON
easat-8876	112	16	involves	involve	VERB
easat-8876	112	17	maximizing	maximize	VERB
easat-8876	112	18	the	the	DET
easat-8876	112	19	greatest	great	ADJ
easat-8876	112	20	likelihood	likelihood	NOUN
easat-8876	112	21	function	function	NOUN
easat-8876	112	22	𝐾	𝐾	PROPN
easat-8876	112	23	=	=	SYM
easat-8876	112	24	∏	∏	PROPN
easat-8876	112	25	𝑜	𝑜	NOUN
easat-8876	112	26	𝐻(𝑊	𝐻(𝑊	NOUN
easat-8876	112	27	𝑗;𝜃	𝑗;𝜃	NOUN
easat-8876	112	28	)	)	PUNCT
easat-8876	112	29	𝑛	𝑛	PROPN
easat-8876	112	30	𝑗=1	𝑗=1	PROPN
easat-8876	112	31	.	.	PUNCT
easat-8876	113	1	the	the	DET
easat-8876	113	2	derivation	derivation	NOUN
easat-8876	113	3	procedure	procedure	NOUN
easat-8876	113	4	is	be	AUX
easat-8876	113	5	outlined	outline	VERB
easat-8876	113	6	below	below	ADV
easat-8876	113	7	in	in	ADP
easat-8876	113	8	(	(	PUNCT
easat-8876	113	9	eq.1	eq.1	NOUN
easat-8876	113	10	)	)	PUNCT
easat-8876	113	11	.	.	PUNCT
easat-8876	114	1	𝜃∗	𝜃∗	PROPN
easat-8876	114	2	=	=	PRON
easat-8876	114	3	𝑎𝑟𝑔	𝑎𝑟𝑔	VERB
easat-8876	114	4	𝑚𝑎𝑥	𝑚𝑎𝑥	ADV
easat-8876	114	5	𝜃	𝜃	NUM
easat-8876	114	6	∏	∏	NUM
easat-8876	114	7	𝑜	𝑜	NOUN
easat-8876	114	8	𝐻	𝐻	PROPN
easat-8876	114	9	(	(	PUNCT
easat-8876	114	10	𝑊𝑗;𝜃	𝑊𝑗;𝜃	NOUN
easat-8876	114	11	)	)	PUNCT
easat-8876	114	12	𝑛	𝑛	PRON
easat-8876	114	13	𝑗=1	𝑗=1	NOUN
easat-8876	114	14	=	=	PRON
easat-8876	114	15	𝑎𝑟𝑔	𝑎𝑟𝑔	VERB
easat-8876	114	16	𝑚𝑎𝑥	𝑚𝑎𝑥	NOUN
easat-8876	114	17	𝜃	𝜃	X
easat-8876	114	18	𝑙𝑜𝑔∏	𝑙𝑜𝑔∏	ADP
easat-8876	114	19	𝑜	𝑜	NOUN
easat-8876	114	20	𝐻	𝐻	PROPN
easat-8876	114	21	(	(	PUNCT
easat-8876	114	22	𝑊𝑗;𝜃	𝑊𝑗;𝜃	NOUN
easat-8876	114	23	)	)	PUNCT
easat-8876	115	1	𝑛	𝑛	DET
easat-8876	115	2	𝑗=1	𝑗=1	NOUN
easat-8876	115	3	=	=	PRON
easat-8876	115	4	𝑎𝑟𝑔	𝑎𝑟𝑔	VERB
easat-8876	115	5	𝑚𝑎𝑥	𝑚𝑎𝑥	ADV
easat-8876	115	6	𝜃	𝜃	NOUN
easat-8876	115	7	∑𝑙𝑜𝑔𝑜	∑𝑙𝑜𝑔𝑜	PROPN
easat-8876	115	8	𝐻	𝐻	PROPN
easat-8876	115	9	(	(	PUNCT
easat-8876	115	10	𝑊𝑗;𝜃){𝑤1,𝑤2,𝑤3,	𝑊𝑗;𝜃){𝑤1,𝑤2,𝑤3,	PROPN
easat-8876	115	11	…	…	SYM
easat-8876	115	12	𝑤𝑛}𝑓𝑟𝑜𝑚𝑜𝑑𝑎𝑡𝑎(𝑊	𝑤𝑛}𝑓𝑟𝑜𝑚𝑜𝑑𝑎𝑡𝑎(𝑊	NUM
easat-8876	115	13	)	)	PUNCT
easat-8876	116	1	𝑛	𝑛	PRON
easat-8876	116	2	𝑗=1	𝑗=1	NOUN
easat-8876	116	3	=	=	PRON
easat-8876	116	4	𝑎𝑟𝑔	𝑎𝑟𝑔	VERB
easat-8876	116	5	𝑚𝑎𝑥	𝑚𝑎𝑥	ADV
easat-8876	116	6	𝜃	𝜃	NOUN
easat-8876	116	7	∫	∫	PROPN
easat-8876	116	8	𝑜𝑑𝑎𝑡𝑎(𝑊)𝑙𝑜𝑔𝑜𝐻(𝑊;𝜃)𝑐𝑤	𝑜𝑑𝑎𝑡𝑎(𝑊)𝑙𝑜𝑔𝑜𝐻(𝑊;𝜃)𝑐𝑤	X
easat-8876	116	9	−∫	−∫	ADJ
easat-8876	116	10	𝑜𝑑𝑎𝑡𝑎(𝑊)𝑙𝑜𝑔𝑜𝑑𝑎𝑡𝑎(𝑊)𝑐𝑤	𝑜𝑑𝑎𝑡𝑎(𝑊)𝑙𝑜𝑔𝑜𝑑𝑎𝑡𝑎(𝑊)𝑐𝑤	ADP
easat-8876	116	11	𝑤	𝑤	ADP
easat-8876	116	12	𝑤	𝑤	PRON
easat-8876	116	13	≈	≈	PROPN
easat-8876	116	14	𝑎𝑟𝑔	𝑎𝑟𝑔	VERB
easat-8876	116	15	𝑚𝑎𝑥	𝑚𝑎𝑥	NOUN
easat-8876	116	16	𝜃	𝜃	PRON
easat-8876	116	17	𝐹𝑤~𝑜𝑑𝑎𝑡𝑎(𝑊)[𝑙𝑜𝑔𝑜𝐻(𝑊;𝜃	𝐹𝑤~𝑜𝑑𝑎𝑡𝑎(𝑊)[𝑙𝑜𝑔𝑜𝐻(𝑊;𝜃	NOUN
easat-8876	116	18	)	)	PUNCT
easat-8876	116	19	]	]	PUNCT
easat-8876	117	1	(	(	PUNCT
easat-8876	117	2	1	1	X
easat-8876	117	3	)	)	PUNCT
easat-8876	117	4	the	the	DET
easat-8876	117	5	task	task	NOUN
easat-8876	117	6	involves	involve	VERB
easat-8876	117	7	determining	determine	VERB
easat-8876	117	8	the	the	DET
easat-8876	117	9	smallest	small	ADJ
easat-8876	117	10	kl	kl	NOUN
easat-8876	117	11	distance	distance	NOUN
easat-8876	117	12	between	between	ADP
easat-8876	117	13	0(𝑑𝑎𝑡𝑎)(𝑤	0(𝑑𝑎𝑡𝑎)(𝑤	PROPN
easat-8876	117	14	)	)	PUNCT
easat-8876	117	15	𝑎𝑛𝑑	𝑎𝑛𝑑	ADJ
easat-8876	117	16	𝑜(ℎ)(𝑤	𝑜(ℎ)(𝑤	NOUN
easat-8876	117	17	;	;	PUNCT
easat-8876	117	18	𝜃	𝜃	X
easat-8876	117	19	)	)	PUNCT
easat-8876	117	20	.	.	PUNCT
easat-8876	118	1	eq	eq	X
easat-8876	118	2	.	.	PUNCT
easat-8876	119	1	(	(	PUNCT
easat-8876	119	2	2	2	X
easat-8876	119	3	)	)	PUNCT
easat-8876	119	4	summarizes	summarize	NOUN
easat-8876	119	5	the	the	DET
easat-8876	119	6	complete	complete	ADJ
easat-8876	119	7	optimization	optimization	NOUN
easat-8876	119	8	objective	objective	ADJ
easat-8876	119	9	function	function	NOUN
easat-8876	119	10	.	.	PUNCT
easat-8876	120	1	𝑚𝑖𝑛	𝑚𝑖𝑛	NOUN
easat-8876	121	1	𝐻	𝐻	PROPN
easat-8876	121	2	max	max	PROPN
easat-8876	121	3	𝐶	𝐶	PROPN
easat-8876	121	4	𝑈(𝐶,𝐻	𝑈(𝐶,𝐻	PROPN
easat-8876	121	5	)	)	PUNCT
easat-8876	121	6	=	=	SYM
easat-8876	121	7	𝔽𝑊~𝑜𝑑𝑎𝑡𝑎(𝑊)[𝑙𝑜𝑔𝐶(𝑤	𝔽𝑊~𝑜𝑑𝑎𝑡𝑎(𝑊)[𝑙𝑜𝑔𝐶(𝑤	PROPN
easat-8876	121	8	)	)	PUNCT
easat-8876	121	9	]	]	PUNCT
easat-8876	122	1	+	+	PUNCT
easat-8876	122	2	𝔽𝑦~𝑜𝑦(𝑦	𝔽𝑦~𝑜𝑦(𝑦	NOUN
easat-8876	122	3	)	)	PUNCT
easat-8876	123	1	[	[	X
easat-8876	123	2	log	log	NOUN
easat-8876	123	3	(	(	PUNCT
easat-8876	123	4	1	1	NUM
easat-8876	123	5	−	−	NOUN
easat-8876	123	6	𝐶(𝐻(𝑦	𝐶(𝐻(𝑦	NOUN
easat-8876	123	7	)	)	PUNCT
easat-8876	123	8	)	)	PUNCT
easat-8876	123	9	)	)	PUNCT
easat-8876	123	10	]	]	PUNCT
easat-8876	123	11	(	(	PUNCT
easat-8876	123	12	2	2	X
easat-8876	123	13	)	)	PUNCT
easat-8876	123	14	1241	1241	NUM
easat-8876	123	15	edelweiss	edelweiss	PROPN
easat-8876	123	16	applied	apply	VERB
easat-8876	123	17	science	science	NOUN
easat-8876	123	18	and	and	CCONJ
easat-8876	123	19	technology	technology	NOUN
easat-8876	123	20	issn	issn	PROPN
easat-8876	123	21	:	:	PUNCT
easat-8876	123	22	2576	2576	NUM
easat-8876	123	23	-	-	SYM
easat-8876	123	24	8484	8484	NUM
easat-8876	123	25	vol	vol	NOUN
easat-8876	123	26	.	.	PROPN
easat-8876	124	1	9	9	NUM
easat-8876	124	2	,	,	PUNCT
easat-8876	124	3	no	no	INTJ
easat-8876	124	4	.	.	NOUN
easat-8876	124	5	7	7	NUM
easat-8876	124	6	:	:	SYM
easat-8876	124	7	1235	1235	NUM
easat-8876	124	8	-	-	SYM
easat-8876	124	9	1248	1248	NUM
easat-8876	124	10	,	,	PUNCT
easat-8876	124	11	2025	2025	NUM
easat-8876	124	12	doi	doi	NOUN
easat-8876	124	13	:	:	PUNCT
easat-8876	124	14	10.55214/25768484.v9i7.8876	10.55214/25768484.v9i7.8876	NUM
easat-8876	124	15	©	©	PROPN
easat-8876	124	16	2025	2025	NUM
easat-8876	124	17	by	by	ADP
easat-8876	124	18	the	the	DET
easat-8876	124	19	author	author	NOUN
easat-8876	124	20	;	;	PUNCT
easat-8876	124	21	licensee	licensee	PROPN
easat-8876	124	22	learning	learning	NOUN
easat-8876	124	23	gate	gate	NOUN
easat-8876	124	24	where	where	SCONJ
easat-8876	124	25	𝐻	𝐻	PROPN
easat-8876	124	26	is	be	AUX
easat-8876	124	27	the	the	DET
easat-8876	124	28	generator	generator	PROPN
easat-8876	124	29	,	,	PUNCT
easat-8876	124	30	𝐶	𝐶	PROPN
easat-8876	124	31	is	be	AUX
easat-8876	124	32	the	the	DET
easat-8876	124	33	discriminator	discriminator	NOUN
easat-8876	124	34	,	,	PUNCT
easat-8876	124	35	and	and	CCONJ
easat-8876	124	36	𝑈(𝐶,𝐻	𝑈(𝐶,𝐻	PROPN
easat-8876	124	37	)	)	PUNCT
easat-8876	124	38	is	be	AUX
easat-8876	124	39	the	the	DET
easat-8876	124	40	value	value	NOUN
easat-8876	124	41	function	function	NOUN
easat-8876	124	42	.	.	PUNCT
easat-8876	125	1	it	it	PRON
easat-8876	125	2	can	can	AUX
easat-8876	125	3	train	train	VERB
easat-8876	125	4	𝐻	𝐻	NOUN
easat-8876	125	5	by	by	ADP
easat-8876	125	6	minimizing	minimize	VERB
easat-8876	125	7	log	log	NOUN
easat-8876	125	8	(	(	PUNCT
easat-8876	125	9	1	1	NUM
easat-8876	125	10	−	−	NOUN
easat-8876	125	11	𝐶(𝐻(𝑦	𝐶(𝐻(𝑦	NOUN
easat-8876	125	12	)	)	PUNCT
easat-8876	125	13	)	)	PUNCT
easat-8876	125	14	)	)	PUNCT
easat-8876	125	15	.	.	PUNCT
easat-8876	126	1	the	the	DET
easat-8876	126	2	discriminator	discriminator	NOUN
easat-8876	126	3	𝐶	𝐶	PROPN
easat-8876	126	4	and	and	CCONJ
easat-8876	126	5	the	the	DET
easat-8876	126	6	generator	generator	NOUN
easat-8876	126	7	engages	engage	VERB
easat-8876	126	8	in	in	ADP
easat-8876	126	9	a	a	DET
easat-8876	126	10	minimax	minimax	NOUN
easat-8876	126	11	contest	contest	NOUN
easat-8876	126	12	on	on	ADP
easat-8876	126	13	the	the	DET
easat-8876	126	14	value	value	NOUN
easat-8876	126	15	function	function	NOUN
easat-8876	126	16	𝑈(𝐶,𝐻	𝑈(𝐶,𝐻	NOUN
easat-8876	126	17	)	)	PUNCT
easat-8876	126	18	.	.	PUNCT
easat-8876	127	1	3.5	3.5	NUM
easat-8876	127	2	.	.	PUNCT
easat-8876	128	1	coyote	coyote	VERB
easat-8876	128	2	optimization	optimization	NOUN
easat-8876	128	3	for	for	ADP
easat-8876	128	4	optimizing	optimize	VERB
easat-8876	128	5	artistic	artistic	ADJ
easat-8876	128	6	layout	layout	NOUN
easat-8876	128	7	and	and	CCONJ
easat-8876	128	8	harmony	harmony	NOUN
easat-8876	128	9	coyote	coyote	NOUN
easat-8876	128	10	optimization	optimization	NOUN
easat-8876	128	11	improves	improve	VERB
easat-8876	128	12	creative	creative	ADJ
easat-8876	128	13	layout	layout	NOUN
easat-8876	128	14	and	and	CCONJ
easat-8876	128	15	harmony	harmony	NOUN
easat-8876	128	16	in	in	ADP
easat-8876	128	17	convergent	convergent	NOUN
easat-8876	128	18	innovation	innovation	NOUN
easat-8876	128	19	for	for	ADP
easat-8876	128	20	interactive	interactive	ADJ
easat-8876	128	21	multimedia	multimedia	NOUN
easat-8876	128	22	communication	communication	NOUN
easat-8876	128	23	and	and	CCONJ
easat-8876	128	24	application	application	NOUN
easat-8876	128	25	by	by	ADP
easat-8876	128	26	mimicking	mimic	VERB
easat-8876	128	27	adaptive	adaptive	ADJ
easat-8876	128	28	social	social	ADJ
easat-8876	128	29	behavior	behavior	NOUN
easat-8876	128	30	,	,	PUNCT
easat-8876	128	31	which	which	PRON
easat-8876	128	32	allows	allow	VERB
easat-8876	128	33	for	for	ADP
easat-8876	128	34	dynamic	dynamic	ADJ
easat-8876	128	35	balance	balance	NOUN
easat-8876	128	36	,	,	PUNCT
easat-8876	128	37	aesthetic	aesthetic	ADJ
easat-8876	128	38	coherence	coherence	NOUN
easat-8876	128	39	,	,	PUNCT
easat-8876	128	40	and	and	CCONJ
easat-8876	128	41	user	user	NOUN
easat-8876	128	42	-	-	PUNCT
easat-8876	128	43	driven	drive	VERB
easat-8876	128	44	design	design	NOUN
easat-8876	128	45	.	.	PUNCT
easat-8876	129	1	it	it	PRON
easat-8876	129	2	effectively	effectively	ADV
easat-8876	129	3	investigates	investigate	VERB
easat-8876	129	4	visual	visual	ADJ
easat-8876	129	5	possibilities	possibility	NOUN
easat-8876	129	6	for	for	ADP
easat-8876	129	7	streamlined	streamlined	ADJ
easat-8876	129	8	,	,	PUNCT
easat-8876	129	9	responsive	responsive	ADJ
easat-8876	129	10	,	,	PUNCT
easat-8876	129	11	and	and	CCONJ
easat-8876	129	12	emotionally	emotionally	ADV
easat-8876	129	13	engaging	engage	VERB
easat-8876	129	14	multimedia	multimedia	NOUN
easat-8876	129	15	experiences	experience	NOUN
easat-8876	129	16	.	.	PUNCT
easat-8876	130	1	coa	coa	PROPN
easat-8876	130	2	is	be	AUX
easat-8876	130	3	a	a	DET
easat-8876	130	4	novel	novel	ADJ
easat-8876	130	5	nature	nature	NOUN
easat-8876	130	6	-	-	PUNCT
easat-8876	130	7	inspired	inspire	VERB
easat-8876	130	8	metaheuristic	metaheuristic	ADJ
easat-8876	130	9	algorithm	algorithm	NOUN
easat-8876	130	10	.	.	PUNCT
easat-8876	131	1	the	the	DET
easat-8876	131	2	algorithm	algorithm	NOUN
easat-8876	131	3	is	be	AUX
easat-8876	131	4	population	population	NOUN
easat-8876	131	5	-	-	PUNCT
easat-8876	131	6	based	base	VERB
easat-8876	131	7	and	and	CCONJ
easat-8876	131	8	influenced	influence	VERB
easat-8876	131	9	by	by	ADP
easat-8876	131	10	the	the	DET
easat-8876	131	11	coyote	coyote	NOUN
easat-8876	131	12	's	's	PART
easat-8876	131	13	social	social	ADJ
easat-8876	131	14	structure	structure	NOUN
easat-8876	131	15	and	and	CCONJ
easat-8876	131	16	environment	environment	NOUN
easat-8876	131	17	.	.	PUNCT
easat-8876	132	1	coa	coa	PROPN
easat-8876	132	2	is	be	AUX
easat-8876	132	3	classed	class	VERB
easat-8876	132	4	as	as	ADP
easat-8876	132	5	both	both	DET
easat-8876	132	6	swarm	swarm	NOUN
easat-8876	132	7	intelligence	intelligence	NOUN
easat-8876	132	8	and	and	CCONJ
easat-8876	132	9	evolutionary	evolutionary	ADJ
easat-8876	132	10	heuristic	heuristic	NOUN
easat-8876	132	11	.	.	PUNCT
easat-8876	133	1	coyotes	coyote	NOUN
easat-8876	133	2	maximize	maximize	VERB
easat-8876	133	3	their	their	PRON
easat-8876	133	4	function	function	NOUN
easat-8876	133	5	by	by	ADP
easat-8876	133	6	forming	form	VERB
easat-8876	133	7	social	social	ADJ
easat-8876	133	8	groups	group	NOUN
easat-8876	133	9	and	and	CCONJ
easat-8876	133	10	sharing	share	VERB
easat-8876	133	11	experiences	experience	NOUN
easat-8876	133	12	.	.	PUNCT
easat-8876	134	1	the	the	DET
easat-8876	134	2	coyote	coyote	NOUN
easat-8876	134	3	population	population	NOUN
easat-8876	134	4	is	be	AUX
easat-8876	134	5	made	make	VERB
easat-8876	134	6	up	up	ADP
easat-8876	134	7	of	of	ADP
easat-8876	134	8	𝑀𝑂	𝑀𝑂	PROPN
easat-8876	134	9	packs	pack	NOUN
easat-8876	134	10	,	,	PUNCT
easat-8876	134	11	with	with	ADP
easat-8876	134	12	𝑀𝐷	𝑀𝐷	PROPN
easat-8876	134	13	coyotes	coyote	NOUN
easat-8876	134	14	in	in	ADP
easat-8876	134	15	each	each	DET
easat-8876	134	16	one	one	NUM
easat-8876	134	17	.	.	PUNCT
easat-8876	135	1	the	the	DET
easat-8876	135	2	total	total	ADJ
easat-8876	135	3	number	number	NOUN
easat-8876	135	4	of	of	ADP
easat-8876	135	5	coyotes	coyote	NOUN
easat-8876	135	6	in	in	ADP
easat-8876	135	7	all	all	DET
easat-8876	135	8	packs	pack	NOUN
easat-8876	135	9	is	be	AUX
easat-8876	135	10	the	the	DET
easat-8876	135	11	population	population	NOUN
easat-8876	135	12	for	for	ADP
easat-8876	135	13	the	the	DET
easat-8876	135	14	optimization	optimization	NOUN
easat-8876	135	15	issue	issue	NOUN
easat-8876	135	16	.	.	PUNCT
easat-8876	136	1	the	the	DET
easat-8876	136	2	response	response	NOUN
easat-8876	136	3	to	to	ADP
easat-8876	136	4	the	the	DET
easat-8876	136	5	optimization	optimization	NOUN
easat-8876	136	6	issue	issue	NOUN
easat-8876	136	7	ensures	ensure	VERB
easat-8876	136	8	optimal	optimal	ADJ
easat-8876	136	9	adaptability	adaptability	NOUN
easat-8876	136	10	to	to	ADP
easat-8876	136	11	all	all	DET
easat-8876	136	12	social	social	ADJ
easat-8876	136	13	contexts	contexts	NOUN
easat-8876	136	14	.	.	PUNCT
easat-8876	137	1	the	the	DET
easat-8876	137	2	social	social	ADJ
easat-8876	137	3	circumstances	circumstance	NOUN
easat-8876	137	4	of	of	ADP
easat-8876	137	5	coyotes	coyote	NOUN
easat-8876	137	6	represent	represent	VERB
easat-8876	137	7	𝑐-space	𝑐-space	NOUN
easat-8876	137	8	choice	choice	NOUN
easat-8876	137	9	variables	variable	NOUN
easat-8876	137	10	in	in	ADP
easat-8876	137	11	the	the	DET
easat-8876	137	12	optimization	optimization	NOUN
easat-8876	137	13	problem	problem	NOUN
easat-8876	137	14	and	and	CCONJ
easat-8876	137	15	the	the	DET
easat-8876	137	16	flowchart	flowchart	NOUN
easat-8876	137	17	are	be	AUX
easat-8876	137	18	shown	show	VERB
easat-8876	137	19	in	in	ADP
easat-8876	137	20	figure	figure	NOUN
easat-8876	137	21	5	5	NUM
easat-8876	137	22	.	.	PUNCT
easat-8876	137	23	figure	figure	NOUN
easat-8876	137	24	5	5	NUM
easat-8876	137	25	.	.	PUNCT
easat-8876	137	26	coa	coa	PROPN
easat-8876	137	27	flowchart	flowchart	PROPN
easat-8876	137	28	.	.	PUNCT
easat-8876	138	1	the	the	DET
easat-8876	138	2	social	social	ADJ
easat-8876	138	3	condition	condition	NOUN
easat-8876	138	4	'	'	PART
easat-8876	138	5	soc	soc	NOUN
easat-8876	138	6	'	'	PUNCT
easat-8876	138	7	of	of	ADP
easat-8876	138	8	the	the	DET
easat-8876	138	9	coyote	coyote	NOUN
easat-8876	138	10	in	in	ADP
easat-8876	138	11	the	the	DET
easat-8876	138	12	𝑜𝑡ℎ	𝑜𝑡ℎ	PROPN
easat-8876	138	13	pack	pack	NOUN
easat-8876	138	14	at	at	ADP
easat-8876	138	15	the	the	DET
easat-8876	138	16	𝑠𝑡ℎ	𝑠𝑡ℎ	ADJ
easat-8876	138	17	moment	moment	NOUN
easat-8876	138	18	is	be	AUX
easat-8876	138	19	𝑠𝑜𝑐𝑑	𝑠𝑜𝑐𝑑	NOUN
easat-8876	138	20	𝑜,𝑠.	𝑜,𝑠.	X
easat-8876	138	21	the	the	DET
easat-8876	138	22	coyote	coyote	NOUN
easat-8876	138	23	's	's	PART
easat-8876	138	24	conditions	condition	NOUN
easat-8876	138	25	reflect	reflect	VERB
easat-8876	138	26	choice	choice	NOUN
easat-8876	138	27	variables	variable	NOUN
easat-8876	138	28	𝑊	𝑊	PROPN
easat-8876	138	29	in	in	ADP
easat-8876	138	30	a	a	DET
easat-8876	138	31	global	global	ADJ
easat-8876	138	32	optimization	optimization	NOUN
easat-8876	138	33	problem	problem	NOUN
easat-8876	138	34	.	.	PUNCT
easat-8876	139	1	it	it	PRON
easat-8876	139	2	's	be	AUX
easat-8876	139	3	provided	provide	VERB
easat-8876	139	4	as	as	ADP
easat-8876	139	5	in	in	ADP
easat-8876	139	6	(	(	PUNCT
easat-8876	139	7	equation	equation	NOUN
easat-8876	139	8	3	3	NUM
easat-8876	139	9	)	)	PUNCT
easat-8876	139	10	.	.	PUNCT
easat-8876	140	1	1242	1242	NUM
easat-8876	140	2	edelweiss	edelweiss	PROPN
easat-8876	140	3	applied	apply	VERB
easat-8876	140	4	science	science	NOUN
easat-8876	140	5	and	and	CCONJ
easat-8876	140	6	technology	technology	NOUN
easat-8876	140	7	issn	issn	PROPN
easat-8876	140	8	:	:	PUNCT
easat-8876	140	9	2576	2576	NUM
easat-8876	140	10	-	-	SYM
easat-8876	140	11	8484	8484	NUM
easat-8876	140	12	vol	vol	NOUN
easat-8876	140	13	.	.	PROPN
easat-8876	141	1	9	9	NUM
easat-8876	141	2	,	,	PUNCT
easat-8876	141	3	no	no	INTJ
easat-8876	141	4	.	.	NOUN
easat-8876	141	5	7	7	NUM
easat-8876	141	6	:	:	SYM
easat-8876	141	7	1235	1235	NUM
easat-8876	141	8	-	-	SYM
easat-8876	141	9	1248	1248	NUM
easat-8876	141	10	,	,	PUNCT
easat-8876	141	11	2025	2025	NUM
easat-8876	141	12	doi	doi	NOUN
easat-8876	141	13	:	:	PUNCT
easat-8876	141	14	10.55214/25768484.v9i7.8876	10.55214/25768484.v9i7.8876	NUM
easat-8876	141	15	©	©	PROPN
easat-8876	141	16	2025	2025	NUM
easat-8876	141	17	by	by	ADP
easat-8876	141	18	the	the	DET
easat-8876	141	19	author	author	NOUN
easat-8876	141	20	;	;	PUNCT
easat-8876	141	21	licensee	licensee	PROPN
easat-8876	141	22	learning	learning	NOUN
easat-8876	141	23	gate	gate	VERB
easat-8876	141	24	the	the	DET
easat-8876	141	25	social	social	ADJ
easat-8876	141	26	conditions	condition	NOUN
easat-8876	141	27	for	for	ADP
easat-8876	141	28	each	each	DET
easat-8876	141	29	coyote	coyote	NOUN
easat-8876	141	30	𝑑𝑡ℎ	𝑑𝑡ℎ	NOUN
easat-8876	141	31	of	of	ADP
easat-8876	141	32	𝑜𝑡ℎ	𝑜𝑡ℎ	NOUN
easat-8876	141	33	are	be	AUX
easat-8876	141	34	randomly	randomly	ADV
easat-8876	141	35	initiated	initiate	VERB
easat-8876	141	36	at	at	ADP
easat-8876	141	37	an	an	DET
easat-8876	141	38	instant	instant	NOUN
easat-8876	141	39	𝑠𝑡ℎ	𝑠𝑡ℎ	NOUN
easat-8876	141	40	and	and	CCONJ
easat-8876	141	41	𝑖𝑡ℎ	𝑖𝑡ℎ	VERB
easat-8876	141	42	dimensions	dimension	NOUN
easat-8876	141	43	within	within	ADP
easat-8876	141	44	the	the	DET
easat-8876	141	45	range	range	NOUN
easat-8876	141	46	of	of	ADP
easat-8876	141	47	the	the	DET
easat-8876	141	48	decision	decision	NOUN
easat-8876	141	49	variable	variable	NOUN
easat-8876	141	50	's	's	PART
easat-8876	141	51	lower	low	ADJ
easat-8876	141	52	and	and	CCONJ
easat-8876	141	53	upper	upper	ADJ
easat-8876	141	54	bounds	bound	NOUN
easat-8876	141	55	,	,	PUNCT
easat-8876	141	56	𝐿𝐵𝑖	𝐿𝐵𝑖	VERB
easat-8876	141	57	𝑎𝑛𝑑	𝑎𝑛𝑑	ADJ
easat-8876	141	58	𝑈𝐵𝑖	𝑈𝐵𝑖	NOUN
easat-8876	141	59	,	,	PUNCT
easat-8876	141	60	as	as	SCONJ
easat-8876	141	61	follows	follow	VERB
easat-8876	141	62	in	in	ADP
easat-8876	141	63	(	(	PUNCT
easat-8876	141	64	eq	eq	NOUN
easat-8876	141	65	.	.	PROPN
easat-8876	141	66	4	4	NUM
easat-8876	141	67	)	)	PUNCT
easat-8876	141	68	.	.	PUNCT
easat-8876	142	1	𝑠𝑜𝑐𝑑,𝑖	𝑠𝑜𝑐𝑑,𝑖	NUM
easat-8876	143	1	𝑜,𝑠	𝑜,𝑠	NOUN
easat-8876	143	2	=	=	PUNCT
easat-8876	143	3	𝐿𝐵𝑖	𝐿𝐵𝑖	NOUN
easat-8876	143	4	+	+	CCONJ
easat-8876	143	5	𝑞𝑖	𝑞𝑖	PROPN
easat-8876	143	6	×	×	NOUN
easat-8876	143	7	(	(	PUNCT
easat-8876	143	8	𝑈𝐵𝑖	𝑈𝐵𝑖	VERB
easat-8876	143	9	−	−	NOUN
easat-8876	143	10	𝐿𝐵𝑖	𝐿𝐵𝑖	NOUN
easat-8876	143	11	)	)	PUNCT
easat-8876	143	12	(	(	PUNCT
easat-8876	143	13	4	4	X
easat-8876	143	14	)	)	PUNCT
easat-8876	143	15	𝑊ℎ𝑒𝑟𝑒	𝑊ℎ𝑒𝑟𝑒	PROPN
easat-8876	143	16	𝑞𝑖is	𝑞𝑖is	NOUN
easat-8876	143	17	a	a	DET
easat-8876	143	18	real	real	ADV
easat-8876	143	19	random	random	ADJ
easat-8876	143	20	number	number	NOUN
easat-8876	143	21	in	in	ADP
easat-8876	143	22	the	the	DET
easat-8876	143	23	[	[	X
easat-8876	143	24	0	0	NUM
easat-8876	143	25	−	−	NUM
easat-8876	143	26	1	1	NUM
easat-8876	143	27	]	]	SYM
easat-8876	143	28	range	range	NOUN
easat-8876	143	29	created	create	VERB
easat-8876	143	30	with	with	ADP
easat-8876	143	31	uniform	uniform	ADJ
easat-8876	143	32	probability	probability	NOUN
easat-8876	143	33	.	.	PUNCT
easat-8876	144	1	the	the	DET
easat-8876	144	2	desired	desire	VERB
easat-8876	144	3	function	function	NOUN
easat-8876	144	4	is	be	AUX
easat-8876	144	5	determined	determine	VERB
easat-8876	144	6	by	by	ADP
easat-8876	144	7	assessing	assess	VERB
easat-8876	144	8	the	the	DET
easat-8876	144	9	coyote	coyote	NOUN
easat-8876	144	10	's	's	PART
easat-8876	144	11	conditions	condition	NOUN
easat-8876	144	12	for	for	ADP
easat-8876	144	13	the	the	DET
easat-8876	144	14	present	present	ADJ
easat-8876	144	15	choice	choice	NOUN
easat-8876	144	16	variables	variable	NOUN
easat-8876	144	17	,	,	PUNCT
easat-8876	144	18	as	as	SCONJ
easat-8876	144	19	shown	show	VERB
easat-8876	144	20	below	below	ADP
easat-8876	144	21	in	in	ADP
easat-8876	144	22	(	(	PUNCT
easat-8876	144	23	eq	eq	NOUN
easat-8876	144	24	.	.	NOUN
easat-8876	144	25	5	5	NUM
easat-8876	144	26	)	)	PUNCT
easat-8876	144	27	𝑓𝑖𝑡𝑑	𝑓𝑖𝑡𝑑	VERB
easat-8876	144	28	𝑜,𝑠	𝑜,𝑠	NOUN
easat-8876	144	29	=	=	X
easat-8876	144	30	𝑓(𝑠𝑜𝑐𝑑	𝑓(𝑠𝑜𝑐𝑑	PROPN
easat-8876	144	31	𝑜,𝑠	𝑜,𝑠	NOUN
easat-8876	144	32	)	)	PUNCT
easat-8876	144	33	(	(	PUNCT
easat-8876	144	34	5	5	X
easat-8876	144	35	)	)	PUNCT
easat-8876	144	36	coyotes	coyote	NOUN
easat-8876	144	37	'	'	PART
easat-8876	144	38	social	social	ADJ
easat-8876	144	39	system	system	NOUN
easat-8876	144	40	allows	allow	VERB
easat-8876	144	41	them	they	PRON
easat-8876	144	42	to	to	PART
easat-8876	144	43	quit	quit	VERB
easat-8876	144	44	or	or	CCONJ
easat-8876	144	45	join	join	VERB
easat-8876	144	46	another	another	DET
easat-8876	144	47	pack	pack	NOUN
easat-8876	144	48	based	base	VERB
easat-8876	144	49	on	on	ADP
easat-8876	144	50	the	the	DET
easat-8876	144	51	present	present	ADJ
easat-8876	144	52	coyote	coyote	NOUN
easat-8876	144	53	,	,	PUNCT
easat-8876	144	54	𝑀𝑑	𝑀𝑑	PROPN
easat-8876	144	55	(	(	PUNCT
easat-8876	144	56	up	up	ADP
easat-8876	144	57	to	to	PART
easat-8876	144	58	14	14	NUM
easat-8876	144	59	coyotes	coyote	NOUN
easat-8876	144	60	)	)	PUNCT
easat-8876	144	61	.	.	PUNCT
easat-8876	145	1	for	for	ADP
easat-8876	145	2	the	the	DET
easat-8876	145	3	global	global	ADJ
easat-8876	145	4	population	population	NOUN
easat-8876	145	5	,	,	PUNCT
easat-8876	145	6	'	'	PUNCT
easat-8876	145	7	alpha	alpha	NOUN
easat-8876	145	8	'	'	PUNCT
easat-8876	145	9	is	be	AUX
easat-8876	145	10	the	the	DET
easat-8876	145	11	optimal	optimal	ADJ
easat-8876	145	12	solution	solution	NOUN
easat-8876	145	13	to	to	ADP
easat-8876	145	14	the	the	DET
easat-8876	145	15	optimization	optimization	NOUN
easat-8876	145	16	issue	issue	NOUN
easat-8876	145	17	at	at	ADP
easat-8876	145	18	the	the	DET
easat-8876	145	19	time	time	NOUN
easat-8876	145	20	𝑠𝑡ℎ	𝑠𝑡ℎ	NOUN
easat-8876	145	21	of	of	ADP
easat-8876	145	22	packet	packet	NOUN
easat-8876	145	23	𝑜𝑡ℎ.	𝑜𝑡ℎ.	NOUN
easat-8876	146	1	this	this	PRON
easat-8876	146	2	is	be	AUX
easat-8876	146	3	determined	determine	VERB
easat-8876	146	4	as	as	SCONJ
easat-8876	146	5	follows	follow	VERB
easat-8876	146	6	in	in	ADP
easat-8876	146	7	(	(	PUNCT
easat-8876	146	8	equation	equation	NOUN
easat-8876	146	9	6	6	NUM
easat-8876	146	10	)	)	PUNCT
easat-8876	146	11	.	.	PUNCT
easat-8876	147	1	𝑎𝑙𝑝ℎ𝑎𝑜,𝑠	𝑎𝑙𝑝ℎ𝑎𝑜,𝑠	NUM
easat-8876	147	2	=	=	PUNCT
easat-8876	147	3	{	{	PUNCT
easat-8876	147	4	𝑠𝑜𝑐𝑑	𝑠𝑜𝑐𝑑	NOUN
easat-8876	147	5	𝑜,𝑠|𝑎𝑟𝑔𝑑=(1,2,	𝑜,𝑠|𝑎𝑟𝑔𝑑=(1,2,	X
easat-8876	147	6	…	…	PUNCT
easat-8876	147	7	𝑀𝑑)𝑚𝑖𝑛𝑒(𝑠𝑜𝑐𝑑	𝑀𝑑)𝑚𝑖𝑛𝑒(𝑠𝑜𝑐𝑑	ADJ
easat-8876	147	8	𝑜,𝑠	𝑜,𝑠	NOUN
easat-8876	147	9	)	)	PUNCT
easat-8876	147	10	}	}	PUNCT
easat-8876	147	11	(	(	PUNCT
easat-8876	147	12	6	6	X
easat-8876	147	13	)	)	PUNCT
easat-8876	147	14	the	the	DET
easat-8876	147	15	coa	coa	NOUN
easat-8876	147	16	facilitates	facilitate	VERB
easat-8876	147	17	the	the	DET
easat-8876	147	18	exchange	exchange	NOUN
easat-8876	147	19	of	of	ADP
easat-8876	147	20	social	social	ADJ
easat-8876	147	21	circumstances	circumstance	NOUN
easat-8876	147	22	and	and	CCONJ
easat-8876	147	23	information	information	NOUN
easat-8876	147	24	across	across	ADP
easat-8876	147	25	the	the	DET
easat-8876	147	26	global	global	ADJ
easat-8876	147	27	population	population	NOUN
easat-8876	147	28	.	.	PUNCT
easat-8876	148	1	the	the	DET
easat-8876	148	2	coa	coa	NOUN
easat-8876	148	3	calculates	calculate	VERB
easat-8876	148	4	the	the	DET
easat-8876	148	5	pack	pack	NOUN
easat-8876	148	6	's	's	PART
easat-8876	148	7	cultural	cultural	ADJ
easat-8876	148	8	tendency	tendency	NOUN
easat-8876	148	9	,	,	PUNCT
easat-8876	148	10	which	which	PRON
easat-8876	148	11	represents	represent	VERB
easat-8876	148	12	the	the	DET
easat-8876	148	13	average	average	ADJ
easat-8876	148	14	social	social	ADJ
easat-8876	148	15	status	status	NOUN
easat-8876	148	16	of	of	ADP
easat-8876	148	17	all	all	DET
easat-8876	148	18	coyotes	coyote	NOUN
easat-8876	148	19	in	in	ADP
easat-8876	148	20	that	that	DET
easat-8876	148	21	pack	pack	NOUN
easat-8876	148	22	(	(	PUNCT
easat-8876	148	23	eq.7	eq.7	PROPN
easat-8876	148	24	)	)	PUNCT
easat-8876	148	25	.	.	PUNCT
easat-8876	149	1	𝑐𝑢𝑙𝑡𝑖	𝑐𝑢𝑙𝑡𝑖	PROPN
easat-8876	149	2	𝑜,𝑠	𝑜,𝑠	PROPN
easat-8876	149	3	=	=	X
easat-8876	149	4	{	{	PUNCT
easat-8876	149	5	𝑃(𝑀𝑑+1	𝑃(𝑀𝑑+1	PROPN
easat-8876	149	6	)	)	PUNCT
easat-8876	149	7	,	,	PUNCT
easat-8876	149	8	2	2	NUM
easat-8876	149	9	𝑜,𝑠	𝑜,𝑠	NOUN
easat-8876	149	10	,	,	PUNCT
easat-8876	149	11	𝑖	𝑖	X
easat-8876	149	12	,	,	PUNCT
easat-8876	149	13	𝑀𝑑	𝑀𝑑	PROPN
easat-8876	149	14	𝑖𝑠	𝑖𝑠	CCONJ
easat-8876	149	15	𝑜𝑑𝑑	𝑜𝑑𝑑	NOUN
easat-8876	149	16	𝑃𝑀𝑑	𝑃𝑀𝑑	NOUN
easat-8876	149	17	2	2	NUM
easat-8876	149	18	𝑖	𝑖	SYM
easat-8876	149	19	𝑜,𝑠	𝑜,𝑠	PROPN
easat-8876	150	1	+	+	PROPN
easat-8876	150	2	+	+	PROPN
easat-8876	150	3	𝑃(𝑀𝑑+1	𝑃(𝑀𝑑+1	X
easat-8876	150	4	)	)	PUNCT
easat-8876	150	5	2	2	NUM
easat-8876	150	6	𝑖	𝑖	SYM
easat-8876	150	7	𝑜,𝑠	𝑜,𝑠	PROPN
easat-8876	150	8	2	2	NUM
easat-8876	150	9	,	,	PUNCT
easat-8876	150	10	𝑜𝑡ℎ𝑒𝑟𝑤𝑖𝑠𝑒	𝑜𝑡ℎ𝑒𝑟𝑤𝑖𝑠𝑒	PROPN
easat-8876	150	11	}	}	PUNCT
easat-8876	150	12	(	(	PUNCT
easat-8876	150	13	7	7	X
easat-8876	150	14	)	)	PUNCT
easat-8876	150	15	the	the	DET
easat-8876	150	16	ranking	rank	VERB
easat-8876	150	17	decision	decision	NOUN
easat-8876	150	18	variables	variable	NOUN
easat-8876	150	19	(	(	PUNCT
easat-8876	150	20	i.e.	i.e.	X
easat-8876	150	21	,	,	PUNCT
easat-8876	150	22	social	social	ADJ
easat-8876	150	23	conditions	condition	NOUN
easat-8876	150	24	)	)	PUNCT
easat-8876	150	25	of	of	ADP
easat-8876	150	26	all	all	DET
easat-8876	150	27	coyotes	coyote	NOUN
easat-8876	150	28	inside	inside	ADP
easat-8876	150	29	the	the	DET
easat-8876	150	30	𝑜𝑡ℎpack	𝑜𝑡ℎpack	NOUN
easat-8876	150	31	at	at	ADP
easat-8876	150	32	the	the	DET
easat-8876	150	33	𝑠𝑡ℎ	𝑠𝑡ℎ	NOUN
easat-8876	150	34	instant	instant	NOUN
easat-8876	150	35	for	for	ADP
easat-8876	150	36	every	every	DET
easat-8876	150	37	𝑖	𝑖	NOUN
easat-8876	150	38	in	in	ADP
easat-8876	150	39	the	the	DET
easat-8876	150	40	space	space	NOUN
easat-8876	150	41	of	of	ADP
easat-8876	150	42	decision	decision	NOUN
easat-8876	150	43	variables	variable	NOUN
easat-8876	150	44	,	,	PUNCT
easat-8876	150	45	𝑐	𝑐	PRON
easat-8876	150	46	,	,	PUNCT
easat-8876	150	47	are	be	AUX
easat-8876	150	48	represented	represent	VERB
easat-8876	150	49	by	by	ADP
easat-8876	150	50	𝑝𝑜,𝑠.	𝑝𝑜,𝑠.	NOUN
easat-8876	150	51	coyotes	coyote	NOUN
easat-8876	150	52	'	'	PART
easat-8876	150	53	social	social	ADJ
easat-8876	150	54	circumstances	circumstance	NOUN
easat-8876	150	55	(	(	PUNCT
easat-8876	150	56	𝑛𝑒𝑤_𝑠𝑜𝑐	𝑛𝑒𝑤_𝑠𝑜𝑐	ADJ
easat-8876	150	57	)	)	PUNCT
easat-8876	150	58	are	be	AUX
easat-8876	150	59	influenced	influence	VERB
easat-8876	150	60	by	by	ADP
easat-8876	150	61	two	two	NUM
easat-8876	150	62	factors	factor	NOUN
easat-8876	150	63	:	:	PUNCT
easat-8876	150	64	alpha	alpha	NOUN
easat-8876	150	65	influence	influence	NOUN
easat-8876	150	66	(	(	PUNCT
easat-8876	150	67	𝛿1	𝛿1	NOUN
easat-8876	150	68	)	)	PUNCT
easat-8876	150	69	and	and	CCONJ
easat-8876	150	70	cultural	cultural	ADJ
easat-8876	150	71	tendency	tendency	NOUN
easat-8876	150	72	influence	influence	NOUN
easat-8876	150	73	(	(	PUNCT
easat-8876	150	74	𝛿2	𝛿2	NOUN
easat-8876	150	75	)	)	PUNCT
easat-8876	150	76	,	,	PUNCT
easat-8876	150	77	as	as	SCONJ
easat-8876	150	78	shown	show	VERB
easat-8876	150	79	below	below	ADP
easat-8876	150	80	in	in	ADP
easat-8876	150	81	(	(	PUNCT
easat-8876	150	82	equation	equation	NOUN
easat-8876	150	83	8	8	NUM
easat-8876	150	84	-	-	SYM
easat-8876	150	85	10	10	NUM
easat-8876	150	86	)	)	PUNCT
easat-8876	150	87	.	.	PUNCT
easat-8876	151	1	the	the	DET
easat-8876	151	2	influence	influence	NOUN
easat-8876	151	3	𝛿1	𝛿1	NOUN
easat-8876	151	4	is	be	AUX
easat-8876	151	5	calculated	calculate	VERB
easat-8876	151	6	as	as	ADP
easat-8876	151	7	the	the	DET
easat-8876	151	8	difference	difference	NOUN
easat-8876	151	9	between	between	ADP
easat-8876	151	10	a	a	DET
easat-8876	151	11	random	random	ADJ
easat-8876	151	12	coyote	coyote	NOUN
easat-8876	151	13	(	(	PUNCT
easat-8876	151	14	𝐶𝑞1	𝐶𝑞1	NOUN
easat-8876	151	15	)	)	PUNCT
easat-8876	151	16	within	within	ADP
easat-8876	151	17	the	the	DET
easat-8876	151	18	pack	pack	NOUN
easat-8876	151	19	and	and	CCONJ
easat-8876	151	20	the	the	DET
easat-8876	151	21	alpha	alpha	ADJ
easat-8876	151	22	coyote	coyote	NOUN
easat-8876	151	23	.	.	PUNCT
easat-8876	152	1	pack	pack	NOUN
easat-8876	152	2	influence	influence	NOUN
easat-8876	152	3	(	(	PUNCT
easat-8876	152	4	𝛿2	𝛿2	PROPN
easat-8876	152	5	)	)	PUNCT
easat-8876	152	6	refers	refer	VERB
easat-8876	152	7	to	to	ADP
easat-8876	152	8	the	the	DET
easat-8876	152	9	difference	difference	NOUN
easat-8876	152	10	between	between	ADP
easat-8876	152	11	a	a	DET
easat-8876	152	12	random	random	ADJ
easat-8876	152	13	coyote	coyote	NOUN
easat-8876	152	14	(	(	PUNCT
easat-8876	152	15	𝐶𝑞2	𝐶𝑞2	NOUN
easat-8876	152	16	)	)	PUNCT
easat-8876	152	17	and	and	CCONJ
easat-8876	152	18	the	the	DET
easat-8876	152	19	pack	pack	NOUN
easat-8876	152	20	's	's	PART
easat-8876	152	21	cultural	cultural	ADJ
easat-8876	152	22	tendency	tendency	NOUN
easat-8876	152	23	.	.	PUNCT
easat-8876	153	1	𝛿1	𝛿1	NOUN
easat-8876	153	2	=	=	SYM
easat-8876	153	3	𝑎𝑙𝑝ℎ𝑎	𝑎𝑙𝑝ℎ𝑎	PROPN
easat-8876	153	4	𝑜,𝑠	𝑜,𝑠	PROPN
easat-8876	153	5	−	−	PROPN
easat-8876	153	6	𝑠𝑜𝑐𝑑𝑞1	𝑠𝑜𝑐𝑑𝑞1	NOUN
easat-8876	153	7	𝑜,𝑠	𝑜,𝑠	NOUN
easat-8876	153	8	(	(	PUNCT
easat-8876	153	9	8)	8)	NUM
easat-8876	153	10	𝛿2	𝛿2	NOUN
easat-8876	153	11	=	=	PUNCT
easat-8876	153	12	𝑐𝑢𝑙𝑡	𝑐𝑢𝑙𝑡	NOUN
easat-8876	153	13	𝑜,𝑠	𝑜,𝑠	PROPN
easat-8876	153	14	−	−	X
easat-8876	153	15	𝑠𝑜𝑐𝑑𝑞2	𝑠𝑜𝑐𝑑𝑞2	NOUN
easat-8876	153	16	𝑜,𝑠	𝑜,𝑠	X
easat-8876	153	17	(	(	PUNCT
easat-8876	153	18	9	9	NUM
easat-8876	153	19	)	)	PUNCT
easat-8876	153	20	𝑛𝑒𝑤	𝑛𝑒𝑤	NOUN
easat-8876	153	21	𝑠𝑜𝑐𝑑	𝑠𝑜𝑐𝑑	NOUN
easat-8876	153	22	𝑜,𝑠	𝑜,𝑠	VERB
easat-8876	153	23	=	=	PUNCT
easat-8876	153	24	𝑠𝑜𝑐𝑑	𝑠𝑜𝑐𝑑	NOUN
easat-8876	153	25	𝑜,𝑠	𝑜,𝑠	NOUN
easat-8876	153	26	+	+	CCONJ
easat-8876	153	27	𝑞1𝛿1	𝑞1𝛿1	NOUN
easat-8876	153	28	+	+	NUM
easat-8876	153	29	𝑞2𝛿2	𝑞2𝛿2	NOUN
easat-8876	153	30	(	(	PUNCT
easat-8876	153	31	10	10	NUM
easat-8876	153	32	)	)	PUNCT
easat-8876	153	33	where	where	SCONJ
easat-8876	153	34	𝑞1	𝑞1	PROPN
easat-8876	153	35	and	and	CCONJ
easat-8876	153	36	𝑞2	𝑞2	NOUN
easat-8876	153	37	are	be	AUX
easat-8876	153	38	uniformly	uniformly	ADV
easat-8876	153	39	random	random	ADJ
easat-8876	153	40	values	value	NOUN
easat-8876	153	41	in	in	ADP
easat-8876	153	42	the	the	DET
easat-8876	153	43	range	range	NOUN
easat-8876	153	44	of	of	ADP
easat-8876	153	45	0	0	NUM
easat-8876	153	46	𝑡𝑜	𝑡𝑜	NOUN
easat-8876	153	47	1	1	NUM
easat-8876	153	48	.	.	PUNCT
easat-8876	154	1	the	the	DET
easat-8876	154	2	objective	objective	ADJ
easat-8876	154	3	function	function	NOUN
easat-8876	154	4	's	's	PART
easat-8876	154	5	new	new	ADJ
easat-8876	154	6	value	value	NOUN
easat-8876	154	7	is	be	AUX
easat-8876	154	8	calculated	calculate	VERB
easat-8876	154	9	by	by	ADP
easat-8876	154	10	evaluating	evaluate	VERB
easat-8876	154	11	new	new	ADJ
easat-8876	154	12	social	social	ADJ
easat-8876	154	13	situations	situation	NOUN
easat-8876	154	14	,	,	PUNCT
easat-8876	154	15	as	as	SCONJ
easat-8876	154	16	shown	show	VERB
easat-8876	154	17	below	below	ADP
easat-8876	154	18	in	in	ADP
easat-8876	154	19	(	(	PUNCT
easat-8876	154	20	eq	eq	NOUN
easat-8876	154	21	.	.	PROPN
easat-8876	154	22	11	11	NUM
easat-8876	154	23	)	)	PUNCT
easat-8876	154	24	.	.	PUNCT
easat-8876	155	1	𝑛𝑒𝑤	𝑛𝑒𝑤	PROPN
easat-8876	155	2	𝑓𝑖𝑡𝑑	𝑓𝑖𝑡𝑑	VERB
easat-8876	155	3	𝑜,𝑠	𝑜,𝑠	PROPN
easat-8876	155	4	=	=	X
easat-8876	155	5	𝑒(𝑛𝑒𝑤	𝑒(𝑛𝑒𝑤	PROPN
easat-8876	155	6	𝑠𝑜𝑐𝑑	𝑠𝑜𝑐𝑑	NOUN
easat-8876	155	7	𝑜,𝑠	𝑜,𝑠	VERB
easat-8876	155	8	)	)	PUNCT
easat-8876	155	9	(	(	PUNCT
easat-8876	155	10	11	11	NUM
easat-8876	155	11	)	)	PUNCT
easat-8876	155	12	at	at	ADP
easat-8876	155	13	the	the	DET
easat-8876	155	14	next	next	ADJ
easat-8876	155	15	(	(	PUNCT
easat-8876	155	16	𝑠	𝑠	PROPN
easat-8876	155	17	+	+	SYM
easat-8876	155	18	1)𝑡ℎtime	1)𝑡ℎtime	NUM
easat-8876	155	19	instant	instant	NOUN
easat-8876	155	20	,	,	PUNCT
easat-8876	155	21	the	the	DET
easat-8876	155	22	choice	choice	NOUN
easat-8876	155	23	about	about	ADP
easat-8876	155	24	new	new	ADJ
easat-8876	155	25	social	social	ADJ
easat-8876	155	26	conditions	condition	NOUN
easat-8876	155	27	is	be	AUX
easat-8876	155	28	made	make	VERB
easat-8876	155	29	based	base	VERB
easat-8876	155	30	on	on	ADP
easat-8876	155	31	the	the	DET
easat-8876	155	32	value	value	NOUN
easat-8876	155	33	of	of	ADP
easat-8876	155	34	the	the	DET
easat-8876	155	35	objective	objective	ADJ
easat-8876	155	36	function	function	NOUN
easat-8876	155	37	,	,	PUNCT
easat-8876	155	38	as	as	SCONJ
easat-8876	155	39	shown	show	VERB
easat-8876	155	40	below	below	ADP
easat-8876	155	41	in	in	ADP
easat-8876	155	42	(	(	PUNCT
easat-8876	155	43	equation	equation	NOUN
easat-8876	155	44	12	12	NUM
easat-8876	155	45	):	):	PUNCT
easat-8876	155	46	𝑠𝑜𝑐𝑑	𝑠𝑜𝑐𝑑	NOUN
easat-8876	155	47	𝑜,𝑠	𝑜,𝑠	NOUN
easat-8876	155	48	=	=	PRON
easat-8876	155	49	{	{	PUNCT
easat-8876	155	50	𝑛𝑒𝑤	𝑛𝑒𝑤	PROPN
easat-8876	155	51	𝑠𝑜𝑐𝑑	𝑠𝑜𝑐𝑑	PROPN
easat-8876	155	52	𝑜,𝑠	𝑜,𝑠	PROPN
easat-8876	155	53	,	,	PUNCT
easat-8876	155	54	𝑛𝑒𝑤	𝑛𝑒𝑤	NOUN
easat-8876	155	55	𝑓𝑖𝑡𝑑	𝑓𝑖𝑡𝑑	VERB
easat-8876	155	56	𝑜,𝑠	𝑜,𝑠	PROPN
easat-8876	155	57	≤	≤	PROPN
easat-8876	155	58	𝑓𝑖𝑡𝑑	𝑓𝑖𝑡𝑑	VERB
easat-8876	155	59	𝑜,𝑠	𝑜,𝑠	ADJ
easat-8876	155	60	𝑠𝑜𝑐𝑑	𝑠𝑜𝑐𝑑	NOUN
easat-8876	155	61	𝑜,𝑠	𝑜,𝑠	NOUN
easat-8876	155	62	𝑜𝑡ℎ𝑒𝑟𝑤𝑖𝑠𝑒	𝑜𝑡ℎ𝑒𝑟𝑤𝑖𝑠𝑒	VERB
easat-8876	155	63	}	}	PUNCT
easat-8876	155	64	(	(	PUNCT
easat-8876	155	65	12	12	NUM
easat-8876	155	66	)	)	PUNCT
easat-8876	155	67	the	the	DET
easat-8876	155	68	optimal	optimal	ADJ
easat-8876	155	69	social	social	ADJ
easat-8876	155	70	conditions	condition	NOUN
easat-8876	155	71	for	for	ADP
easat-8876	155	72	a	a	DET
easat-8876	155	73	coyote	coyote	NOUN
easat-8876	155	74	to	to	PART
easat-8876	155	75	adapt	adapt	VERB
easat-8876	155	76	to	to	ADP
easat-8876	155	77	its	its	PRON
easat-8876	155	78	surroundings	surrounding	NOUN
easat-8876	155	79	are	be	AUX
easat-8876	155	80	the	the	DET
easat-8876	155	81	worldwide	worldwide	ADJ
easat-8876	155	82	response	response	NOUN
easat-8876	155	83	to	to	ADP
easat-8876	155	84	the	the	DET
easat-8876	155	85	problem	problem	NOUN
easat-8876	155	86	.	.	PUNCT
easat-8876	156	1	to	to	PART
easat-8876	156	2	maintain	maintain	VERB
easat-8876	156	3	pack	pack	NOUN
easat-8876	156	4	size	size	NOUN
easat-8876	156	5	,	,	PUNCT
easat-8876	156	6	coa	coa	PROPN
easat-8876	156	7	calculates	calculate	VERB
easat-8876	156	8	the	the	DET
easat-8876	156	9	ages	age	NOUN
easat-8876	156	10	of	of	ADP
easat-8876	156	11	all	all	DET
easat-8876	156	12	coyotes	coyote	NOUN
easat-8876	156	13	(	(	PUNCT
easat-8876	156	14	in	in	ADP
easat-8876	156	15	years	year	NOUN
easat-8876	156	16	)	)	PUNCT
easat-8876	156	17	as	as	ADP
easat-8876	156	18	𝑎𝑔𝑒𝑑	𝑎𝑔𝑒𝑑	NOUN
easat-8876	156	19	𝑜,𝑠	𝑜,𝑠	PROPN
easat-8876	156	20	∈	∈	PROPN
easat-8876	156	21	𝑀.	𝑀.	PROPN
easat-8876	156	22	the	the	DET
easat-8876	156	23	birth	birth	NOUN
easat-8876	156	24	of	of	ADP
easat-8876	156	25	a	a	DET
easat-8876	156	26	young	young	ADJ
easat-8876	156	27	coyote	coyote	NOUN
easat-8876	156	28	is	be	AUX
easat-8876	156	29	determined	determine	VERB
easat-8876	156	30	by	by	ADP
easat-8876	156	31	the	the	DET
easat-8876	156	32	social	social	ADJ
easat-8876	156	33	circumstances	circumstance	NOUN
easat-8876	156	34	of	of	ADP
easat-8876	156	35	two	two	NUM
easat-8876	156	36	randomly	randomly	ADV
easat-8876	156	37	selected	select	VERB
easat-8876	156	38	parents	parent	NOUN
easat-8876	156	39	within	within	ADP
easat-8876	156	40	a	a	DET
easat-8876	156	41	pack	pack	NOUN
easat-8876	156	42	in	in	ADP
easat-8876	156	43	(	(	PUNCT
easat-8876	156	44	equation	equation	NOUN
easat-8876	156	45	13	13	NUM
easat-8876	156	46	)	)	PUNCT
easat-8876	156	47	.	.	PUNCT
easat-8876	157	1	1243	1243	NUM
easat-8876	157	2	edelweiss	edelweiss	PROPN
easat-8876	157	3	applied	apply	VERB
easat-8876	157	4	science	science	NOUN
easat-8876	157	5	and	and	CCONJ
easat-8876	157	6	technology	technology	NOUN
easat-8876	157	7	issn	issn	PROPN
easat-8876	157	8	:	:	PUNCT
easat-8876	157	9	2576	2576	NUM
easat-8876	157	10	-	-	SYM
easat-8876	157	11	8484	8484	NUM
easat-8876	157	12	vol	vol	NOUN
easat-8876	157	13	.	.	PROPN
easat-8876	158	1	9	9	NUM
easat-8876	158	2	,	,	PUNCT
easat-8876	158	3	no	no	INTJ
easat-8876	158	4	.	.	NOUN
easat-8876	158	5	7	7	NUM
easat-8876	158	6	:	:	SYM
easat-8876	158	7	1235	1235	NUM
easat-8876	158	8	-	-	SYM
easat-8876	158	9	1248	1248	NUM
easat-8876	158	10	,	,	PUNCT
easat-8876	158	11	2025	2025	NUM
easat-8876	158	12	doi	doi	NOUN
easat-8876	158	13	:	:	PUNCT
easat-8876	158	14	10.55214/25768484.v9i7.8876	10.55214/25768484.v9i7.8876	NUM
easat-8876	158	15	©	©	PROPN
easat-8876	158	16	2025	2025	NUM
easat-8876	158	17	by	by	ADP
easat-8876	158	18	the	the	DET
easat-8876	158	19	author	author	NOUN
easat-8876	158	20	;	;	PUNCT
easat-8876	158	21	licensee	licensee	PROPN
easat-8876	158	22	learning	learning	PROPN
easat-8876	158	23	gate	gate	PROPN
easat-8876	158	24	𝑠𝑜𝑐𝑖	𝑠𝑜𝑐𝑖	VERB
easat-8876	158	25	𝑜,𝑠	𝑜,𝑠	NOUN
easat-8876	159	1	=	=	PRON
easat-8876	159	2	{	{	PUNCT
easat-8876	159	3	𝑠𝑜𝑐𝑞1,𝑖.	𝑠𝑜𝑐𝑞1,𝑖.	PROPN
easat-8876	159	4	𝑜,𝑠	𝑜,𝑠	PROPN
easat-8876	159	5	𝑞	𝑞	X
easat-8876	159	6	𝑎𝑛𝑑	𝑎𝑛𝑑	PROPN
easat-8876	159	7	𝑖	𝑖	SYM
easat-8876	159	8	≤	≤	X
easat-8876	159	9	𝑜𝑡𝑜𝑟	𝑜𝑡𝑜𝑟	NOUN
easat-8876	159	10	𝑖	𝑖	NOUN
easat-8876	159	11	=	=	SYM
easat-8876	159	12	𝑖1	𝑖1	PROPN
easat-8876	159	13	𝑠𝑜𝑐𝑞1,𝑖.	𝑠𝑜𝑐𝑞1,𝑖.	PROPN
easat-8876	159	14	𝑜,𝑠	𝑜,𝑠	PROPN
easat-8876	159	15	𝑞	𝑞	X
easat-8876	159	16	𝑎𝑛𝑑	𝑎𝑛𝑑	ADJ
easat-8876	159	17	≥	≥	NOUN
easat-8876	159	18	(	(	PUNCT
easat-8876	159	19	𝑜𝑡	𝑜𝑡	X
easat-8876	159	20	+	+	NOUN
easat-8876	159	21	𝑜𝑏)𝑜𝑟	𝑜𝑏)𝑜𝑟	PUNCT
easat-8876	159	22	𝑖	𝑖	NOUN
easat-8876	159	23	=	=	SYM
easat-8876	159	24	𝑖2	𝑖2	PROPN
easat-8876	159	25	𝑄𝑖	𝑄𝑖	PROPN
easat-8876	159	26	𝑜𝑡ℎ𝑒𝑟𝑤𝑖𝑠𝑒	𝑜𝑡ℎ𝑒𝑟𝑤𝑖𝑠𝑒	PROPN
easat-8876	159	27	}	}	PUNCT
easat-8876	159	28	(	(	PUNCT
easat-8876	159	29	13	13	NUM
easat-8876	159	30	)	)	PUNCT
easat-8876	159	31	therefore	therefore	ADV
easat-8876	159	32	,	,	PUNCT
easat-8876	159	33	𝑞1	𝑞1	PROPN
easat-8876	159	34	and	and	CCONJ
easat-8876	159	35	𝑞2	𝑞2	NOUN
easat-8876	159	36	are	be	AUX
easat-8876	159	37	random	random	ADJ
easat-8876	159	38	coyotes	coyote	NOUN
easat-8876	159	39	inside	inside	ADP
easat-8876	159	40	the	the	DET
easat-8876	159	41	𝑜𝑡ℎ	𝑜𝑡ℎ	PROPN
easat-8876	159	42	pack	pack	NOUN
easat-8876	159	43	.	.	PUNCT
easat-8876	160	1	𝑖1	𝑖1	NOUN
easat-8876	160	2	and	and	CCONJ
easat-8876	160	3	𝑖2	𝑖2	PROPN
easat-8876	160	4	indicate	indicate	VERB
easat-8876	160	5	two	two	NUM
easat-8876	160	6	randomly	randomly	ADV
easat-8876	160	7	chosen	choose	VERB
easat-8876	160	8	dimensions	dimension	NOUN
easat-8876	160	9	of	of	ADP
easat-8876	160	10	the	the	DET
easat-8876	160	11	optimization	optimization	NOUN
easat-8876	160	12	problem	problem	NOUN
easat-8876	160	13	.	.	PUNCT
easat-8876	161	1	equation	equation	NOUN
easat-8876	161	2	(	(	PUNCT
easat-8876	161	3	14	14	NUM
easat-8876	161	4	-	-	SYM
easat-8876	161	5	15	15	NUM
easat-8876	161	6	)	)	PUNCT
easat-8876	161	7	provides	provide	VERB
easat-8876	161	8	the	the	DET
easat-8876	161	9	scatter	scatter	NOUN
easat-8876	161	10	and	and	CCONJ
easat-8876	161	11	association	association	NOUN
easat-8876	161	12	probabilities	probability	NOUN
easat-8876	161	13	,	,	PUNCT
easat-8876	161	14	denoted	denote	VERB
easat-8876	161	15	as	as	ADP
easat-8876	161	16	𝑜𝑡	𝑜𝑡	PROPN
easat-8876	161	17	and	and	CCONJ
easat-8876	161	18	𝑜𝑏	𝑜𝑏	NOUN
easat-8876	161	19	,	,	PUNCT
easat-8876	161	20	respectively	respectively	ADV
easat-8876	161	21	.	.	PUNCT
easat-8876	162	1	𝑄𝑖	𝑄𝑖	PROPN
easat-8876	162	2	is	be	AUX
easat-8876	162	3	a	a	DET
easat-8876	162	4	random	random	ADJ
easat-8876	162	5	number	number	NOUN
easat-8876	162	6	that	that	PRON
easat-8876	162	7	falls	fall	VERB
easat-8876	162	8	inside	inside	ADP
easat-8876	162	9	the	the	DET
easat-8876	162	10	decision	decision	NOUN
easat-8876	162	11	variable	variable	NOUN
easat-8876	162	12	bound	bind	VERB
easat-8876	162	13	of	of	ADP
easat-8876	162	14	the	the	DET
easat-8876	162	15	𝑖𝑡ℎ	𝑖𝑡ℎ	NOUN
easat-8876	162	16	dimension	dimension	NOUN
easat-8876	162	17	.	.	PUNCT
easat-8876	163	1	the	the	DET
easat-8876	163	2	true	true	ADJ
easat-8876	163	3	random	random	ADJ
easat-8876	163	4	number	number	NOUN
easat-8876	163	5	generated	generate	VERB
easat-8876	163	6	by	by	ADP
easat-8876	163	7	𝑐𝑖	𝑐𝑖	NOUN
easat-8876	163	8	ranges	range	VERB
easat-8876	163	9	from	from	ADP
easat-8876	163	10	0	0	NUM
easat-8876	163	11	𝑡𝑜	𝑡𝑜	NOUN
easat-8876	163	12	1	1	NUM
easat-8876	163	13	and	and	CCONJ
easat-8876	163	14	follows	follow	VERB
easat-8876	163	15	a	a	DET
easat-8876	163	16	uniform	uniform	ADJ
easat-8876	163	17	probability	probability	NOUN
easat-8876	163	18	.	.	PUNCT
easat-8876	164	1	𝑜𝑡	𝑜𝑡	X
easat-8876	164	2	=	=	NOUN
easat-8876	164	3	1	1	NUM
easat-8876	164	4	𝑐	𝑐	PROPN
easat-8876	164	5	(	(	PUNCT
easat-8876	164	6	14	14	NUM
easat-8876	164	7	)	)	PUNCT
easat-8876	164	8	𝑜𝑏	𝑜𝑏	NOUN
easat-8876	165	1	=	=	NOUN
easat-8876	165	2	1	1	NUM
easat-8876	165	3	−	−	NOUN
easat-8876	165	4	𝑜𝑡	𝑜𝑡	NOUN
easat-8876	165	5	2	2	NUM
easat-8876	165	6	(	(	PUNCT
easat-8876	165	7	15	15	NUM
easat-8876	165	8	)	)	PUNCT
easat-8876	165	9	4	4	NUM
easat-8876	165	10	.	.	NOUN
easat-8876	165	11	results	result	NOUN
easat-8876	165	12	and	and	CCONJ
easat-8876	165	13	discussion	discussion	NOUN
easat-8876	165	14	python	python	NOUN
easat-8876	165	15	was	be	AUX
easat-8876	165	16	used	use	VERB
easat-8876	165	17	to	to	PART
easat-8876	165	18	implement	implement	VERB
easat-8876	165	19	the	the	DET
easat-8876	165	20	proposed	propose	VERB
easat-8876	165	21	cnn+gan+coa	cnn+gan+coa	PROPN
easat-8876	165	22	algorithm	algorithm	PROPN
easat-8876	165	23	and	and	CCONJ
easat-8876	165	24	compare	compare	VERB
easat-8876	165	25	it	it	PRON
easat-8876	165	26	against	against	ADP
easat-8876	165	27	the	the	DET
easat-8876	165	28	variational	variational	ADJ
easat-8876	165	29	autoencoder	autoencoder	NOUN
easat-8876	165	30	and	and	CCONJ
easat-8876	165	31	particle	particle	NOUN
easat-8876	165	32	swarm	swarm	NOUN
easat-8876	165	33	optimization	optimization	NOUN
easat-8876	165	34	(	(	PUNCT
easat-8876	165	35	vae+pso	vae+pso	NOUN
easat-8876	165	36	)	)	PUNCT
easat-8876	165	37	model	model	NOUN
easat-8876	166	1	[	[	X
easat-8876	166	2	16	16	NUM
easat-8876	166	3	]	]	PUNCT
easat-8876	166	4	.	.	PUNCT
easat-8876	167	1	the	the	DET
easat-8876	167	2	findings	finding	NOUN
easat-8876	167	3	indicate	indicate	VERB
easat-8876	167	4	increased	increase	VERB
easat-8876	167	5	artistic	artistic	ADJ
easat-8876	167	6	performance	performance	NOUN
easat-8876	167	7	,	,	PUNCT
easat-8876	167	8	responsiveness	responsiveness	NOUN
easat-8876	167	9	in	in	ADP
easat-8876	167	10	interactive	interactive	ADJ
easat-8876	167	11	displays	display	NOUN
easat-8876	167	12	,	,	PUNCT
easat-8876	167	13	and	and	CCONJ
easat-8876	167	14	increased	increase	VERB
easat-8876	167	15	user	user	NOUN
easat-8876	167	16	engagement	engagement	NOUN
easat-8876	167	17	.	.	PUNCT
easat-8876	168	1	cnn+gan+coa	cnn+gan+coa	PROPN
easat-8876	168	2	provides	provide	VERB
easat-8876	168	3	richer	rich	ADJ
easat-8876	168	4	visuals	visual	NOUN
easat-8876	168	5	and	and	CCONJ
easat-8876	168	6	real	real	ADJ
easat-8876	168	7	-	-	PUNCT
easat-8876	168	8	time	time	NOUN
easat-8876	168	9	adaptation	adaptation	NOUN
easat-8876	168	10	,	,	PUNCT
easat-8876	168	11	making	make	VERB
easat-8876	168	12	it	it	PRON
easat-8876	168	13	more	more	ADV
easat-8876	168	14	effective	effective	ADJ
easat-8876	168	15	for	for	ADP
easat-8876	168	16	convergent	convergent	NOUN
easat-8876	168	17	innovation	innovation	NOUN
easat-8876	168	18	in	in	ADP
easat-8876	168	19	interactive	interactive	ADJ
easat-8876	168	20	multimedia	multimedia	NOUN
easat-8876	168	21	communication	communication	NOUN
easat-8876	168	22	and	and	CCONJ
easat-8876	168	23	applications	application	NOUN
easat-8876	168	24	.	.	PUNCT
easat-8876	169	1	the	the	DET
easat-8876	169	2	training	training	NOUN
easat-8876	169	3	and	and	CCONJ
easat-8876	169	4	testing	testing	NOUN
easat-8876	169	5	performance	performance	NOUN
easat-8876	169	6	of	of	ADP
easat-8876	169	7	the	the	DET
easat-8876	169	8	cnn+gan+coa	cnn+gan+coa	PROPN
easat-8876	169	9	model	model	NOUN
easat-8876	169	10	created	create	VERB
easat-8876	169	11	for	for	ADP
easat-8876	169	12	emotionally	emotionally	ADV
easat-8876	169	13	responsive	responsive	ADJ
easat-8876	169	14	multimedia	multimedia	NOUN
easat-8876	169	15	systems	system	NOUN
easat-8876	169	16	is	be	AUX
easat-8876	169	17	shown	show	VERB
easat-8876	169	18	in	in	ADP
easat-8876	169	19	figure	figure	NOUN
easat-8876	169	20	6	6	NUM
easat-8876	169	21	.	.	PUNCT
easat-8876	170	1	figure	figure	VERB
easat-8876	170	2	6a	6a	NOUN
easat-8876	170	3	illustrates	illustrate	VERB
easat-8876	170	4	that	that	SCONJ
easat-8876	170	5	training	training	NOUN
easat-8876	170	6	and	and	CCONJ
easat-8876	170	7	testing	testing	NOUN
easat-8876	170	8	accuracy	accuracy	NOUN
easat-8876	170	9	increase	increase	NOUN
easat-8876	170	10	significantly	significantly	ADV
easat-8876	170	11	with	with	ADP
easat-8876	170	12	each	each	DET
easat-8876	170	13	epoch	epoch	NOUN
easat-8876	170	14	,	,	PUNCT
easat-8876	170	15	reaching	reach	VERB
easat-8876	170	16	over	over	ADP
easat-8876	170	17	99	99	NUM
easat-8876	170	18	%	%	NOUN
easat-8876	170	19	by	by	ADP
easat-8876	170	20	the	the	DET
easat-8876	170	21	50th	50th	ADJ
easat-8876	170	22	epoch	epoch	NOUN
easat-8876	170	23	.	.	PUNCT
easat-8876	171	1	this	this	PRON
easat-8876	171	2	shows	show	VERB
easat-8876	171	3	that	that	SCONJ
easat-8876	171	4	the	the	DET
easat-8876	171	5	model	model	NOUN
easat-8876	171	6	effectively	effectively	ADV
easat-8876	171	7	learns	learn	VERB
easat-8876	171	8	from	from	ADP
easat-8876	171	9	the	the	DET
easat-8876	171	10	data	datum	NOUN
easat-8876	171	11	and	and	CCONJ
easat-8876	171	12	accurately	accurately	ADV
easat-8876	171	13	predicts	predict	VERB
easat-8876	171	14	user	user	NOUN
easat-8876	171	15	inputs	input	NOUN
easat-8876	171	16	such	such	ADJ
easat-8876	171	17	as	as	ADP
easat-8876	171	18	gestures	gesture	NOUN
easat-8876	171	19	or	or	CCONJ
easat-8876	171	20	emotions	emotion	NOUN
easat-8876	171	21	.	.	PUNCT
easat-8876	172	1	figure	figure	NOUN
easat-8876	172	2	6b	6b	PROPN
easat-8876	172	3	shows	show	VERB
easat-8876	172	4	that	that	SCONJ
easat-8876	172	5	the	the	DET
easat-8876	172	6	training	training	NOUN
easat-8876	172	7	and	and	CCONJ
easat-8876	172	8	testing	testing	NOUN
easat-8876	172	9	loss	loss	NOUN
easat-8876	172	10	decrease	decrease	NOUN
easat-8876	172	11	continuously	continuously	ADV
easat-8876	172	12	throughout	throughout	ADP
easat-8876	172	13	epochs	epoch	NOUN
easat-8876	172	14	,	,	PUNCT
easat-8876	172	15	indicating	indicate	VERB
easat-8876	172	16	that	that	SCONJ
easat-8876	172	17	the	the	DET
easat-8876	172	18	model	model	NOUN
easat-8876	172	19	is	be	AUX
easat-8876	172	20	minimizing	minimize	VERB
easat-8876	172	21	mistakes	mistake	NOUN
easat-8876	172	22	while	while	SCONJ
easat-8876	172	23	learning	learn	VERB
easat-8876	172	24	.	.	PUNCT
easat-8876	173	1	the	the	DET
easat-8876	173	2	close	close	ADJ
easat-8876	173	3	alignment	alignment	NOUN
easat-8876	173	4	of	of	ADP
easat-8876	173	5	training	training	NOUN
easat-8876	173	6	and	and	CCONJ
easat-8876	173	7	testing	testing	NOUN
easat-8876	173	8	curves	curve	NOUN
easat-8876	173	9	in	in	ADP
easat-8876	173	10	both	both	DET
easat-8876	173	11	graphs	graph	NOUN
easat-8876	173	12	indicates	indicate	VERB
easat-8876	173	13	strong	strong	ADJ
easat-8876	173	14	generalization	generalization	NOUN
easat-8876	173	15	with	with	ADP
easat-8876	173	16	no	no	DET
easat-8876	173	17	significant	significant	ADJ
easat-8876	173	18	overfitting	overfitting	NOUN
easat-8876	173	19	.	.	PUNCT
easat-8876	174	1	figure	figure	NOUN
easat-8876	174	2	6	6	NUM
easat-8876	174	3	.	.	PUNCT
easat-8876	175	1	training	training	NOUN
easat-8876	175	2	and	and	CCONJ
easat-8876	175	3	testing	testing	NOUN
easat-8876	175	4	for	for	ADP
easat-8876	175	5	interactive	interactive	ADJ
easat-8876	175	6	multimedia	multimedia	NOUN
easat-8876	175	7	experiences	experience	NOUN
easat-8876	175	8	(	(	PUNCT
easat-8876	175	9	a	a	NOUN
easat-8876	175	10	)	)	PUNCT
easat-8876	175	11	accuracy	accuracy	NOUN
easat-8876	175	12	(	(	PUNCT
easat-8876	175	13	b	b	NOUN
easat-8876	175	14	)	)	PUNCT
easat-8876	175	15	loss	loss	NOUN
easat-8876	175	16	.	.	PUNCT
easat-8876	176	1	1244	1244	NUM
easat-8876	176	2	edelweiss	edelweiss	PROPN
easat-8876	176	3	applied	apply	VERB
easat-8876	176	4	science	science	NOUN
easat-8876	176	5	and	and	CCONJ
easat-8876	176	6	technology	technology	NOUN
easat-8876	176	7	issn	issn	PROPN
easat-8876	176	8	:	:	PUNCT
easat-8876	176	9	2576	2576	NUM
easat-8876	176	10	-	-	SYM
easat-8876	176	11	8484	8484	NUM
easat-8876	176	12	vol	vol	NOUN
easat-8876	176	13	.	.	PROPN
easat-8876	177	1	9	9	NUM
easat-8876	177	2	,	,	PUNCT
easat-8876	177	3	no	no	INTJ
easat-8876	177	4	.	.	NOUN
easat-8876	177	5	7	7	NUM
easat-8876	177	6	:	:	SYM
easat-8876	177	7	1235	1235	NUM
easat-8876	177	8	-	-	SYM
easat-8876	177	9	1248	1248	NUM
easat-8876	177	10	,	,	PUNCT
easat-8876	177	11	2025	2025	NUM
easat-8876	177	12	doi	doi	NOUN
easat-8876	177	13	:	:	PUNCT
easat-8876	177	14	10.55214/25768484.v9i7.8876	10.55214/25768484.v9i7.8876	NUM
easat-8876	177	15	©	©	PROPN
easat-8876	177	16	2025	2025	NUM
easat-8876	177	17	by	by	ADP
easat-8876	177	18	the	the	DET
easat-8876	177	19	author	author	NOUN
easat-8876	177	20	;	;	PUNCT
easat-8876	177	21	licensee	licensee	PROPN
easat-8876	177	22	learning	learning	NOUN
easat-8876	177	23	gate	gate	VERB
easat-8876	177	24	the	the	DET
easat-8876	177	25	effects	effect	NOUN
easat-8876	177	26	of	of	ADP
easat-8876	177	27	several	several	ADJ
easat-8876	177	28	generative	generative	ADJ
easat-8876	177	29	model	model	NOUN
easat-8876	177	30	combinations	combination	NOUN
easat-8876	177	31	,	,	PUNCT
easat-8876	177	32	cnn	cnn	PROPN
easat-8876	177	33	+	+	CCONJ
easat-8876	177	34	gan	gan	ADJ
easat-8876	177	35	+	+	CCONJ
easat-8876	177	36	coa	coa	PROPN
easat-8876	177	37	,	,	PUNCT
easat-8876	177	38	cnn	cnn	PROPN
easat-8876	177	39	+	+	CCONJ
easat-8876	177	40	gan	gan	PROPN
easat-8876	177	41	,	,	PUNCT
easat-8876	177	42	gan	gan	NOUN
easat-8876	177	43	+	+	CCONJ
easat-8876	177	44	coa	coa	NOUN
easat-8876	177	45	,	,	PUNCT
easat-8876	177	46	and	and	CCONJ
easat-8876	177	47	gan	gin	VERB
easat-8876	177	48	only	only	ADV
easat-8876	177	49	,	,	PUNCT
easat-8876	177	50	on	on	ADP
easat-8876	177	51	visual	visual	ADJ
easat-8876	177	52	complexity	complexity	NOUN
easat-8876	177	53	scores	score	NOUN
easat-8876	177	54	across	across	ADP
easat-8876	177	55	user	user	NOUN
easat-8876	177	56	emotional	emotional	ADJ
easat-8876	177	57	states	state	NOUN
easat-8876	177	58	and	and	CCONJ
easat-8876	177	59	interactive	interactive	ADJ
easat-8876	177	60	art	art	NOUN
easat-8876	177	61	sessions	session	NOUN
easat-8876	177	62	are	be	AUX
easat-8876	177	63	presented	present	VERB
easat-8876	177	64	in	in	ADP
easat-8876	177	65	figure	figure	NOUN
easat-8876	177	66	7	7	NUM
easat-8876	177	67	.	.	PUNCT
easat-8876	178	1	the	the	DET
easat-8876	178	2	suggested	suggest	VERB
easat-8876	178	3	cnn	cnn	PROPN
easat-8876	178	4	+	+	CCONJ
easat-8876	178	5	gan	gan	ADJ
easat-8876	178	6	+	+	CCONJ
easat-8876	178	7	coa	coa	NOUN
easat-8876	178	8	model	model	NOUN
easat-8876	178	9	produces	produces	AUX
easat-8876	178	10	consistently	consistently	ADV
easat-8876	178	11	decreased	decrease	VERB
easat-8876	178	12	visual	visual	ADJ
easat-8876	178	13	complexity	complexity	NOUN
easat-8876	178	14	error	error	NOUN
easat-8876	178	15	scores	score	NOUN
easat-8876	178	16	,	,	PUNCT
easat-8876	178	17	indicating	indicate	VERB
easat-8876	178	18	reliable	reliable	ADJ
easat-8876	178	19	and	and	CCONJ
easat-8876	178	20	refined	refined	ADJ
easat-8876	178	21	results	result	NOUN
easat-8876	178	22	.	.	PUNCT
easat-8876	179	1	this	this	PRON
easat-8876	179	2	demonstrates	demonstrate	VERB
easat-8876	179	3	the	the	DET
easat-8876	179	4	strength	strength	NOUN
easat-8876	179	5	of	of	ADP
easat-8876	179	6	convergent	convergent	NOUN
easat-8876	179	7	innovation	innovation	NOUN
easat-8876	179	8	,	,	PUNCT
easat-8876	179	9	where	where	SCONJ
easat-8876	179	10	integrating	integrate	VERB
easat-8876	179	11	deep	deep	ADJ
easat-8876	179	12	learning	learning	NOUN
easat-8876	179	13	and	and	CCONJ
easat-8876	179	14	optimization	optimization	NOUN
easat-8876	179	15	techniques	technique	NOUN
easat-8876	179	16	enhances	enhance	VERB
easat-8876	179	17	emotional	emotional	ADJ
easat-8876	179	18	reactivity	reactivity	NOUN
easat-8876	179	19	and	and	CCONJ
easat-8876	179	20	visual	visual	ADJ
easat-8876	179	21	richness	richness	NOUN
easat-8876	179	22	in	in	ADP
easat-8876	179	23	interactive	interactive	ADJ
easat-8876	179	24	multimedia	multimedia	NOUN
easat-8876	179	25	experiences	experience	NOUN
easat-8876	179	26	.	.	PUNCT
easat-8876	180	1	figure	figure	VERB
easat-8876	180	2	7	7	NUM
easat-8876	180	3	.	.	PUNCT
easat-8876	180	4	visual	visual	ADJ
easat-8876	180	5	complexity	complexity	NOUN
easat-8876	180	6	scores	score	NOUN
easat-8876	180	7	across	across	ADP
easat-8876	180	8	user	user	NOUN
easat-8876	180	9	emotional	emotional	ADJ
easat-8876	180	10	states	state	NOUN
easat-8876	180	11	and	and	CCONJ
easat-8876	180	12	interaction	interaction	NOUN
easat-8876	180	13	sessions	session	NOUN
easat-8876	180	14	.	.	PUNCT
easat-8876	181	1	4.1	4.1	NUM
easat-8876	181	2	.	.	PUNCT
easat-8876	181	3	comparison	comparison	NOUN
easat-8876	181	4	with	with	ADP
easat-8876	181	5	existing	exist	VERB
easat-8876	181	6	methods	method	NOUN
easat-8876	181	7	reinventing	reinvent	VERB
easat-8876	181	8	interactive	interactive	ADJ
easat-8876	181	9	multimedia	multimedia	NOUN
easat-8876	181	10	experiences	experience	NOUN
easat-8876	181	11	involves	involve	VERB
easat-8876	181	12	integrating	integrate	VERB
easat-8876	181	13	modern	modern	ADJ
easat-8876	181	14	technology	technology	NOUN
easat-8876	181	15	,	,	PUNCT
easat-8876	181	16	such	such	ADJ
easat-8876	181	17	as	as	ADP
easat-8876	181	18	ai	ai	NOUN
easat-8876	181	19	,	,	PUNCT
easat-8876	181	20	emotion	emotion	NOUN
easat-8876	181	21	detection	detection	NOUN
easat-8876	181	22	,	,	PUNCT
easat-8876	181	23	and	and	CCONJ
easat-8876	181	24	gesture	gesture	NOUN
easat-8876	181	25	control	control	NOUN
easat-8876	181	26	,	,	PUNCT
easat-8876	181	27	to	to	PART
easat-8876	181	28	create	create	VERB
easat-8876	181	29	compelling	compelling	ADJ
easat-8876	181	30	,	,	PUNCT
easat-8876	181	31	responsive	responsive	ADJ
easat-8876	181	32	environments	environment	NOUN
easat-8876	181	33	.	.	PUNCT
easat-8876	182	1	vaes	vaes	NOUN
easat-8876	182	2	often	often	ADV
easat-8876	182	3	generate	generate	VERB
easat-8876	182	4	fuzzy	fuzzy	ADJ
easat-8876	182	5	or	or	CCONJ
easat-8876	182	6	less	less	ADV
easat-8876	182	7	detailed	detailed	ADJ
easat-8876	182	8	outputs	output	NOUN
easat-8876	182	9	due	due	ADP
easat-8876	182	10	to	to	ADP
easat-8876	182	11	approximation	approximation	NOUN
easat-8876	182	12	inference	inference	NOUN
easat-8876	182	13	.	.	PUNCT
easat-8876	183	1	pso	pso	NOUN
easat-8876	183	2	could	could	AUX
easat-8876	183	3	encounter	encounter	VERB
easat-8876	183	4	early	early	ADJ
easat-8876	183	5	convergence	convergence	NOUN
easat-8876	183	6	and	and	CCONJ
easat-8876	183	7	get	get	AUX
easat-8876	183	8	entangled	entangle	VERB
easat-8876	183	9	in	in	ADP
easat-8876	183	10	local	local	ADJ
easat-8876	183	11	optima	optima	NOUN
easat-8876	183	12	,	,	PUNCT
easat-8876	183	13	lowering	lower	VERB
easat-8876	183	14	optimization	optimization	NOUN
easat-8876	183	15	quality	quality	NOUN
easat-8876	183	16	.	.	PUNCT
easat-8876	184	1	combining	combine	VERB
easat-8876	184	2	them	they	PRON
easat-8876	184	3	increases	increase	NOUN
easat-8876	184	4	computing	compute	VERB
easat-8876	184	5	complexity	complexity	NOUN
easat-8876	184	6	and	and	CCONJ
easat-8876	184	7	training	training	NOUN
easat-8876	184	8	time	time	NOUN
easat-8876	184	9	,	,	PUNCT
easat-8876	184	10	which	which	PRON
easat-8876	184	11	could	could	AUX
easat-8876	184	12	limit	limit	VERB
easat-8876	184	13	real	real	ADJ
easat-8876	184	14	-	-	PUNCT
easat-8876	184	15	time	time	NOUN
easat-8876	184	16	responsiveness	responsiveness	NOUN
easat-8876	184	17	and	and	CCONJ
easat-8876	184	18	scalability	scalability	NOUN
easat-8876	184	19	in	in	ADP
easat-8876	184	20	dynamic	dynamic	ADJ
easat-8876	184	21	multimedia	multimedia	NOUN
easat-8876	184	22	environments	environment	NOUN
easat-8876	184	23	.	.	PUNCT
easat-8876	185	1	the	the	DET
easat-8876	185	2	integration	integration	NOUN
easat-8876	185	3	of	of	ADP
easat-8876	185	4	cnn	cnn	PROPN
easat-8876	185	5	,	,	PUNCT
easat-8876	185	6	gan	gan	PROPN
easat-8876	185	7	,	,	PUNCT
easat-8876	185	8	and	and	CCONJ
easat-8876	185	9	the	the	DET
easat-8876	185	10	coa	coa	NOUN
easat-8876	185	11	improves	improve	VERB
easat-8876	185	12	interactive	interactive	ADJ
easat-8876	185	13	multimedia	multimedia	NOUN
easat-8876	185	14	by	by	ADP
easat-8876	185	15	increasing	increase	VERB
easat-8876	185	16	recognition	recognition	NOUN
easat-8876	185	17	of	of	ADP
easat-8876	185	18	features	feature	NOUN
easat-8876	185	19	,	,	PUNCT
easat-8876	185	20	creating	create	VERB
easat-8876	185	21	realistic	realistic	ADJ
easat-8876	185	22	content	content	NOUN
easat-8876	185	23	,	,	PUNCT
easat-8876	185	24	and	and	CCONJ
easat-8876	185	25	optimizing	optimize	VERB
easat-8876	185	26	efficiency	efficiency	NOUN
easat-8876	185	27	.	.	PUNCT
easat-8876	186	1	cnn	cnn	PROPN
easat-8876	186	2	handles	handle	VERB
easat-8876	186	3	deep	deep	ADJ
easat-8876	186	4	visual	visual	ADJ
easat-8876	186	5	understanding	understanding	NOUN
easat-8876	186	6	,	,	PUNCT
easat-8876	186	7	gan	gan	PROPN
easat-8876	186	8	generates	generate	VERB
easat-8876	186	9	dynamic	dynamic	ADJ
easat-8876	186	10	and	and	CCONJ
easat-8876	186	11	creative	creative	ADJ
easat-8876	186	12	material	material	NOUN
easat-8876	186	13	,	,	PUNCT
easat-8876	186	14	and	and	CCONJ
easat-8876	186	15	coa	coa	VERB
easat-8876	186	16	fine	fine	ADJ
easat-8876	186	17	-	-	PUNCT
easat-8876	186	18	tunes	tune	NOUN
easat-8876	186	19	system	system	NOUN
easat-8876	186	20	settings	setting	NOUN
easat-8876	186	21	for	for	ADP
easat-8876	186	22	real	real	ADJ
easat-8876	186	23	-	-	PUNCT
easat-8876	186	24	time	time	NOUN
easat-8876	186	25	efficiency	efficiency	NOUN
easat-8876	186	26	and	and	CCONJ
easat-8876	186	27	flexibility	flexibility	NOUN
easat-8876	186	28	.	.	PUNCT
easat-8876	187	1	this	this	DET
easat-8876	187	2	collaboration	collaboration	NOUN
easat-8876	187	3	provides	provide	VERB
easat-8876	187	4	engaging	engaging	ADJ
easat-8876	187	5	,	,	PUNCT
easat-8876	187	6	intelligent	intelligent	ADJ
easat-8876	187	7	,	,	PUNCT
easat-8876	187	8	and	and	CCONJ
easat-8876	187	9	responsive	responsive	ADJ
easat-8876	187	10	user	user	NOUN
easat-8876	187	11	experiences	experience	NOUN
easat-8876	187	12	across	across	ADP
easat-8876	187	13	a	a	DET
easat-8876	187	14	variety	variety	NOUN
easat-8876	187	15	of	of	ADP
easat-8876	187	16	multimedia	multimedia	NOUN
easat-8876	187	17	platforms	platform	NOUN
easat-8876	187	18	.	.	PUNCT
easat-8876	188	1	the	the	DET
easat-8876	188	2	artistic	artistic	ADJ
easat-8876	188	3	performance	performance	NOUN
easat-8876	188	4	of	of	ADP
easat-8876	188	5	the	the	DET
easat-8876	188	6	proposed	propose	VERB
easat-8876	188	7	and	and	CCONJ
easat-8876	188	8	existing	exist	VERB
easat-8876	188	9	methods	method	NOUN
easat-8876	188	10	is	be	AUX
easat-8876	188	11	shown	show	VERB
easat-8876	188	12	in	in	ADP
easat-8876	188	13	figure	figure	NOUN
easat-8876	188	14	8	8	NUM
easat-8876	188	15	and	and	CCONJ
easat-8876	188	16	table	table	NOUN
easat-8876	188	17	1	1	NUM
easat-8876	188	18	.	.	PUNCT
easat-8876	189	1	the	the	DET
easat-8876	189	2	comparison	comparison	NOUN
easat-8876	189	3	demonstrates	demonstrate	VERB
easat-8876	189	4	that	that	SCONJ
easat-8876	189	5	the	the	DET
easat-8876	189	6	suggested	suggest	VERB
easat-8876	189	7	cnn+gan+coa	cnn+gan+coa	PROPN
easat-8876	189	8	method	method	NOUN
easat-8876	189	9	outperforms	outperform	VERB
easat-8876	189	10	the	the	DET
easat-8876	189	11	vae+pso	vae+pso	NOUN
easat-8876	189	12	strategy	strategy	NOUN
easat-8876	189	13	in	in	ADP
easat-8876	189	14	all	all	DET
easat-8876	189	15	art	art	NOUN
easat-8876	189	16	forms	form	NOUN
easat-8876	189	17	in	in	ADP
easat-8876	189	18	figure	figure	NOUN
easat-8876	189	19	8a	8a	NUM
easat-8876	189	20	.	.	PUNCT
easat-8876	190	1	scores	score	NOUN
easat-8876	190	2	increased	increase	VERB
easat-8876	190	3	from	from	ADP
easat-8876	190	4	9.1	9.1	NUM
easat-8876	190	5	to	to	ADP
easat-8876	190	6	9.4	9.4	NUM
easat-8876	190	7	for	for	ADP
easat-8876	190	8	abstract	abstract	ADJ
easat-8876	190	9	visuals	visual	NOUN
easat-8876	190	10	,	,	PUNCT
easat-8876	190	11	1245	1245	NUM
easat-8876	190	12	edelweiss	edelweiss	PROPN
easat-8876	190	13	applied	apply	VERB
easat-8876	190	14	science	science	NOUN
easat-8876	190	15	and	and	CCONJ
easat-8876	190	16	technology	technology	NOUN
easat-8876	190	17	issn	issn	PROPN
easat-8876	190	18	:	:	PUNCT
easat-8876	190	19	2576	2576	NUM
easat-8876	190	20	-	-	SYM
easat-8876	190	21	8484	8484	NUM
easat-8876	190	22	vol	vol	NOUN
easat-8876	190	23	.	.	PROPN
easat-8876	191	1	9	9	NUM
easat-8876	191	2	,	,	PUNCT
easat-8876	191	3	no	no	INTJ
easat-8876	191	4	.	.	NOUN
easat-8876	191	5	7	7	NUM
easat-8876	191	6	:	:	SYM
easat-8876	191	7	1235	1235	NUM
easat-8876	191	8	-	-	SYM
easat-8876	191	9	1248	1248	NUM
easat-8876	191	10	,	,	PUNCT
easat-8876	191	11	2025	2025	NUM
easat-8876	191	12	doi	doi	NOUN
easat-8876	191	13	:	:	PUNCT
easat-8876	191	14	10.55214/25768484.v9i7.8876	10.55214/25768484.v9i7.8876	NUM
easat-8876	191	15	©	©	PROPN
easat-8876	191	16	2025	2025	NUM
easat-8876	191	17	by	by	ADP
easat-8876	191	18	the	the	DET
easat-8876	191	19	author	author	NOUN
easat-8876	191	20	;	;	PUNCT
easat-8876	191	21	licensee	licensee	PROPN
easat-8876	191	22	learning	learning	NOUN
easat-8876	191	23	gate	gate	NOUN
easat-8876	191	24	9.3	9.3	NUM
easat-8876	191	25	to	to	ADP
easat-8876	191	26	9.6	9.6	NUM
easat-8876	191	27	for	for	ADP
easat-8876	191	28	digital	digital	ADJ
easat-8876	191	29	paintings	painting	NOUN
easat-8876	191	30	,	,	PUNCT
easat-8876	191	31	9.0	9.0	NUM
easat-8876	191	32	to	to	ADP
easat-8876	191	33	9.2	9.2	NUM
easat-8876	191	34	for	for	ADP
easat-8876	191	35	patterns	pattern	NOUN
easat-8876	191	36	,	,	PUNCT
easat-8876	191	37	9.2	9.2	NUM
easat-8876	191	38	to	to	PART
easat-8876	191	39	9.3	9.3	NUM
easat-8876	191	40	for	for	ADP
easat-8876	191	41	generative	generative	ADJ
easat-8876	191	42	sculptures	sculpture	NOUN
easat-8876	191	43	,	,	PUNCT
easat-8876	191	44	9.4	9.4	NUM
easat-8876	191	45	to	to	ADP
easat-8876	191	46	9.6	9.6	NUM
easat-8876	191	47	for	for	ADP
easat-8876	191	48	kinetic	kinetic	ADJ
easat-8876	191	49	art	art	NOUN
easat-8876	191	50	,	,	PUNCT
easat-8876	191	51	and	and	CCONJ
easat-8876	191	52	9.1	9.1	NUM
easat-8876	191	53	to	to	ADP
easat-8876	191	54	9.4	9.4	NUM
easat-8876	191	55	for	for	ADP
easat-8876	191	56	interactive	interactive	ADJ
easat-8876	191	57	murals	mural	NOUN
easat-8876	191	58	,	,	PUNCT
easat-8876	191	59	indicating	indicate	VERB
easat-8876	191	60	that	that	SCONJ
easat-8876	191	61	the	the	DET
easat-8876	191	62	proposed	propose	VERB
easat-8876	191	63	model	model	NOUN
easat-8876	191	64	improved	improve	VERB
easat-8876	191	65	creative	creative	ADJ
easat-8876	191	66	quality	quality	NOUN
easat-8876	191	67	and	and	CCONJ
easat-8876	191	68	aesthetic	aesthetic	ADJ
easat-8876	191	69	appeal	appeal	NOUN
easat-8876	191	70	.	.	PUNCT
easat-8876	192	1	figure	figure	NOUN
easat-8876	192	2	8b	8b	PROPN
easat-8876	192	3	compares	compare	VERB
easat-8876	192	4	the	the	DET
easat-8876	192	5	time	time	NOUN
easat-8876	192	6	required	require	VERB
easat-8876	192	7	to	to	PART
easat-8876	192	8	create	create	VERB
easat-8876	192	9	different	different	ADJ
easat-8876	192	10	art	art	NOUN
easat-8876	192	11	forms	form	NOUN
easat-8876	192	12	using	use	VERB
easat-8876	192	13	two	two	NUM
easat-8876	192	14	methods	method	NOUN
easat-8876	192	15	,	,	PUNCT
easat-8876	192	16	vae+pso	vae+pso	NOUN
easat-8876	192	17	and	and	CCONJ
easat-8876	192	18	the	the	DET
easat-8876	192	19	proposed	propose	VERB
easat-8876	192	20	cnn+gan+coa	cnn+gan+coa	PROPN
easat-8876	192	21	.	.	PUNCT
easat-8876	193	1	the	the	DET
easat-8876	193	2	timeframes	timeframe	NOUN
easat-8876	193	3	for	for	ADP
easat-8876	193	4	abstract	abstract	ADJ
easat-8876	193	5	visuals	visual	NOUN
easat-8876	193	6	are	be	AUX
easat-8876	193	7	15	15	NUM
easat-8876	193	8	and	and	CCONJ
easat-8876	193	9	12	12	NUM
easat-8876	193	10	hours	hour	NOUN
easat-8876	193	11	,	,	PUNCT
easat-8876	193	12	digital	digital	ADJ
easat-8876	193	13	paintings	painting	NOUN
easat-8876	193	14	are	be	AUX
easat-8876	193	15	18	18	NUM
easat-8876	193	16	and	and	CCONJ
easat-8876	193	17	14	14	NUM
easat-8876	193	18	hours	hour	NOUN
easat-8876	193	19	,	,	PUNCT
easat-8876	193	20	patterns	pattern	NOUN
easat-8876	193	21	are	be	AUX
easat-8876	193	22	13	13	NUM
easat-8876	193	23	and	and	CCONJ
easat-8876	193	24	11	11	NUM
easat-8876	193	25	hours	hour	NOUN
easat-8876	193	26	,	,	PUNCT
easat-8876	193	27	generative	generative	ADJ
easat-8876	193	28	sculptures	sculpture	NOUN
easat-8876	193	29	are	be	AUX
easat-8876	193	30	16	16	NUM
easat-8876	193	31	and	and	CCONJ
easat-8876	193	32	13	13	NUM
easat-8876	193	33	hours	hour	NOUN
easat-8876	193	34	,	,	PUNCT
easat-8876	193	35	kinetic	kinetic	ADJ
easat-8876	193	36	art	art	NOUN
easat-8876	193	37	is	be	AUX
easat-8876	193	38	19	19	NUM
easat-8876	193	39	and	and	CCONJ
easat-8876	193	40	15	15	NUM
easat-8876	193	41	hours	hour	NOUN
easat-8876	193	42	,	,	PUNCT
easat-8876	193	43	and	and	CCONJ
easat-8876	193	44	interactive	interactive	ADJ
easat-8876	193	45	murals	mural	NOUN
easat-8876	193	46	are	be	AUX
easat-8876	193	47	14	14	NUM
easat-8876	193	48	and	and	CCONJ
easat-8876	193	49	10	10	NUM
easat-8876	193	50	hours	hour	NOUN
easat-8876	193	51	.	.	PUNCT
easat-8876	194	1	these	these	DET
easat-8876	194	2	findings	finding	NOUN
easat-8876	194	3	demonstrate	demonstrate	VERB
easat-8876	194	4	that	that	SCONJ
easat-8876	194	5	the	the	DET
easat-8876	194	6	proposed	propose	VERB
easat-8876	194	7	method	method	NOUN
easat-8876	194	8	not	not	PART
easat-8876	194	9	only	only	ADV
easat-8876	194	10	improves	improve	VERB
easat-8876	194	11	artistic	artistic	ADJ
easat-8876	194	12	quality	quality	NOUN
easat-8876	194	13	but	but	CCONJ
easat-8876	194	14	also	also	ADV
easat-8876	194	15	reduces	reduce	VERB
easat-8876	194	16	generation	generation	NOUN
easat-8876	194	17	time	time	NOUN
easat-8876	194	18	,	,	PUNCT
easat-8876	194	19	likely	likely	ADJ
easat-8876	194	20	due	due	ADP
easat-8876	194	21	to	to	ADP
easat-8876	194	22	its	its	PRON
easat-8876	194	23	more	more	ADV
easat-8876	194	24	efficient	efficient	ADJ
easat-8876	194	25	and	and	CCONJ
easat-8876	194	26	advanced	advanced	ADJ
easat-8876	194	27	model	model	NOUN
easat-8876	194	28	architecture	architecture	NOUN
easat-8876	194	29	.	.	PUNCT
easat-8876	195	1	table	table	NOUN
easat-8876	195	2	1	1	NUM
easat-8876	195	3	.	.	PUNCT
easat-8876	196	1	values	value	NOUN
easat-8876	196	2	for	for	ADP
easat-8876	196	3	artistic	artistic	ADJ
easat-8876	196	4	performance	performance	NOUN
easat-8876	196	5	comparison	comparison	NOUN
easat-8876	196	6	with	with	ADP
easat-8876	196	7	existing	exist	VERB
easat-8876	196	8	and	and	CCONJ
easat-8876	196	9	proposed	propose	VERB
easat-8876	196	10	methods	method	NOUN
easat-8876	196	11	.	.	PUNCT
easat-8876	197	1	art	art	NOUN
easat-8876	197	2	form	form	NOUN
easat-8876	197	3	(	(	PUNCT
easat-8876	197	4	quality	quality	NOUN
easat-8876	197	5	score/10	score/10	NOUN
easat-8876	197	6	)	)	PUNCT
easat-8876	197	7	time	time	NOUN
easat-8876	197	8	(	(	PUNCT
easat-8876	197	9	hours	hour	NOUN
easat-8876	197	10	)	)	PUNCT
easat-8876	197	11	vae+pso	vae+pso	NOUN
easat-8876	197	12	(	(	PUNCT
easat-8876	197	13	quality	quality	NOUN
easat-8876	197	14	score/10	score/10	NOUN
easat-8876	197	15	)	)	PUNCT
easat-8876	197	16	cnn+gan+coa	cnn+gan+coa	PROPN
easat-8876	198	1	[	[	X
easat-8876	198	2	proposed	propose	VERB
easat-8876	198	3	]	]	X
easat-8876	198	4	vae+pso	vae+pso	NOUN
easat-8876	198	5	time	time	NOUN
easat-8876	198	6	(	(	PUNCT
easat-8876	198	7	hours	hour	NOUN
easat-8876	198	8	)	)	PUNCT
easat-8876	198	9	cnn+gan+coa	cnn+gan+coa	PROPN
easat-8876	199	1	[	[	X
easat-8876	199	2	proposed	propose	VERB
easat-8876	199	3	]	]	X
easat-8876	199	4	abstract	abstract	ADJ
easat-8876	199	5	visuals	visual	VERB
easat-8876	199	6	9.1	9.1	NUM
easat-8876	199	7	9.4	9.4	NUM
easat-8876	199	8	15	15	NUM
easat-8876	199	9	12	12	NUM
easat-8876	199	10	digital	digital	ADJ
easat-8876	199	11	paintings	painting	NOUN
easat-8876	199	12	9.3	9.3	NUM
easat-8876	199	13	9.6	9.6	NUM
easat-8876	199	14	18	18	NUM
easat-8876	199	15	14	14	NUM
easat-8876	199	16	patterns	pattern	NOUN
easat-8876	199	17	9	9	NUM
easat-8876	199	18	9.2	9.2	NUM
easat-8876	199	19	13	13	NUM
easat-8876	199	20	11	11	NUM
easat-8876	199	21	generative	generative	ADJ
easat-8876	199	22	sculptures	sculpture	NOUN
easat-8876	199	23	9.2	9.2	NUM
easat-8876	199	24	9.3	9.3	NUM
easat-8876	199	25	16	16	NUM
easat-8876	199	26	13	13	NUM
easat-8876	199	27	kinetic	kinetic	ADJ
easat-8876	199	28	art	art	NOUN
easat-8876	199	29	9.4	9.4	NUM
easat-8876	199	30	9.6	9.6	NUM
easat-8876	199	31	19	19	NUM
easat-8876	199	32	15	15	NUM
easat-8876	199	33	interactive	interactive	ADJ
easat-8876	199	34	murals	mural	NOUN
easat-8876	199	35	9.1	9.1	NUM
easat-8876	199	36	9.4	9.4	NUM
easat-8876	199	37	14	14	NUM
easat-8876	199	38	10	10	NUM
easat-8876	199	39	figure	figure	NOUN
easat-8876	199	40	8	8	NUM
easat-8876	199	41	.	.	PUNCT
easat-8876	200	1	artistic	artistic	ADJ
easat-8876	200	2	performance	performance	NOUN
easat-8876	200	3	comparison	comparison	NOUN
easat-8876	200	4	for	for	ADP
easat-8876	200	5	existing	exist	VERB
easat-8876	200	6	and	and	CCONJ
easat-8876	200	7	the	the	DET
easat-8876	200	8	suggested	suggest	VERB
easat-8876	200	9	technique	technique	NOUN
easat-8876	200	10	(	(	PUNCT
easat-8876	200	11	a	a	NOUN
easat-8876	200	12	)	)	PUNCT
easat-8876	200	13	quality	quality	NOUN
easat-8876	200	14	score	score	NOUN
easat-8876	200	15	(	(	PUNCT
easat-8876	200	16	b	b	NOUN
easat-8876	200	17	)	)	PUNCT
easat-8876	200	18	time	time	NOUN
easat-8876	200	19	.	.	PUNCT
easat-8876	201	1	the	the	DET
easat-8876	201	2	interactive	interactive	ADJ
easat-8876	201	3	installation	installation	NOUN
easat-8876	201	4	's	's	PART
easat-8876	201	5	responsiveness	responsiveness	NOUN
easat-8876	201	6	performance	performance	NOUN
easat-8876	201	7	is	be	AUX
easat-8876	201	8	shown	show	VERB
easat-8876	201	9	in	in	ADP
easat-8876	201	10	figure	figure	NOUN
easat-8876	201	11	9	9	NUM
easat-8876	201	12	.	.	PUNCT
easat-8876	202	1	in	in	ADP
easat-8876	202	2	figure	figure	NOUN
easat-8876	202	3	9a	9a	NOUN
easat-8876	202	4	,	,	PUNCT
easat-8876	202	5	the	the	DET
easat-8876	202	6	proposed	propose	VERB
easat-8876	202	7	cnn+gan+coa	cnn+gan+coa	PROPN
easat-8876	202	8	model	model	NOUN
easat-8876	202	9	outperforms	outperform	VERB
easat-8876	202	10	the	the	DET
easat-8876	202	11	vae+pso	vae+pso	NOUN
easat-8876	202	12	method	method	NOUN
easat-8876	202	13	across	across	ADP
easat-8876	202	14	all	all	DET
easat-8876	202	15	installation	installation	NOUN
easat-8876	202	16	types	type	NOUN
easat-8876	202	17	,	,	PUNCT
easat-8876	202	18	with	with	ADP
easat-8876	202	19	touch	touch	NOUN
easat-8876	202	20	-	-	PUNCT
easat-8876	202	21	responsive	responsive	ADJ
easat-8876	202	22	increasing	increase	VERB
easat-8876	202	23	from	from	ADP
easat-8876	202	24	9.2	9.2	NUM
easat-8876	202	25	to	to	ADP
easat-8876	202	26	9.4	9.4	NUM
easat-8876	202	27	,	,	PUNCT
easat-8876	202	28	motion	motion	NOUN
easat-8876	202	29	-	-	PUNCT
easat-8876	202	30	responsive	responsive	ADJ
easat-8876	202	31	from	from	ADP
easat-8876	202	32	9.1	9.1	NUM
easat-8876	202	33	to	to	ADP
easat-8876	202	34	9.3	9.3	NUM
easat-8876	202	35	,	,	PUNCT
easat-8876	202	36	environmental	environmental	ADJ
easat-8876	202	37	responsive	responsive	ADJ
easat-8876	202	38	from	from	ADP
easat-8876	202	39	9.0	9.0	NUM
easat-8876	202	40	to	to	ADP
easat-8876	202	41	9.2	9.2	NUM
easat-8876	202	42	,	,	PUNCT
easat-8876	202	43	sound	sound	NOUN
easat-8876	202	44	-	-	PUNCT
easat-8876	202	45	responsive	responsive	ADJ
easat-8876	202	46	from	from	ADP
easat-8876	202	47	9.3	9.3	NUM
easat-8876	202	48	to	to	ADP
easat-8876	202	49	9.5	9.5	NUM
easat-8876	202	50	,	,	PUNCT
easat-8876	202	51	light	light	NOUN
easat-8876	202	52	-	-	PUNCT
easat-8876	202	53	responsive	responsive	ADJ
easat-8876	202	54	from	from	ADP
easat-8876	202	55	9.2	9.2	NUM
easat-8876	202	56	to	to	ADP
easat-8876	202	57	9.4	9.4	NUM
easat-8876	202	58	,	,	PUNCT
easat-8876	202	59	and	and	CCONJ
easat-8876	202	60	temperature	temperature	NOUN
easat-8876	202	61	-	-	PUNCT
easat-8876	202	62	responsive	responsive	ADJ
easat-8876	202	63	from	from	ADP
easat-8876	202	64	9.1	9.1	NUM
easat-8876	202	65	to	to	ADP
easat-8876	202	66	9.3	9.3	NUM
easat-8876	202	67	,	,	PUNCT
easat-8876	202	68	demonstrating	demonstrate	VERB
easat-8876	202	69	increased	increase	VERB
easat-8876	202	70	interactivity	interactivity	NOUN
easat-8876	202	71	and	and	CCONJ
easat-8876	202	72	responsiveness	responsiveness	NOUN
easat-8876	202	73	.	.	PUNCT
easat-8876	203	1	1246	1246	NUM
easat-8876	203	2	edelweiss	edelweiss	PROPN
easat-8876	203	3	applied	apply	VERB
easat-8876	203	4	science	science	NOUN
easat-8876	203	5	and	and	CCONJ
easat-8876	203	6	technology	technology	NOUN
easat-8876	203	7	issn	issn	PROPN
easat-8876	203	8	:	:	PUNCT
easat-8876	203	9	2576	2576	NUM
easat-8876	203	10	-	-	SYM
easat-8876	203	11	8484	8484	NUM
easat-8876	203	12	vol	vol	NOUN
easat-8876	203	13	.	.	PROPN
easat-8876	204	1	9	9	NUM
easat-8876	204	2	,	,	PUNCT
easat-8876	204	3	no	no	INTJ
easat-8876	204	4	.	.	NOUN
easat-8876	204	5	7	7	NUM
easat-8876	204	6	:	:	SYM
easat-8876	204	7	1235	1235	NUM
easat-8876	204	8	-	-	SYM
easat-8876	204	9	1248	1248	NUM
easat-8876	204	10	,	,	PUNCT
easat-8876	204	11	2025	2025	NUM
easat-8876	204	12	doi	doi	NOUN
easat-8876	204	13	:	:	PUNCT
easat-8876	204	14	10.55214/25768484.v9i7.8876	10.55214/25768484.v9i7.8876	NUM
easat-8876	204	15	©	©	PROPN
easat-8876	204	16	2025	2025	NUM
easat-8876	204	17	by	by	ADP
easat-8876	204	18	the	the	DET
easat-8876	204	19	author	author	NOUN
easat-8876	204	20	;	;	PUNCT
easat-8876	204	21	licensee	licensee	PROPN
easat-8876	204	22	learning	learn	VERB
easat-8876	204	23	gate	gate	PROPN
easat-8876	204	24	figure	figure	NOUN
easat-8876	204	25	9b	9b	NOUN
easat-8876	204	26	compares	compare	VERB
easat-8876	204	27	the	the	DET
easat-8876	204	28	installation	installation	NOUN
easat-8876	204	29	timeframes	timeframe	NOUN
easat-8876	204	30	in	in	ADP
easat-8876	204	31	hours	hour	NOUN
easat-8876	204	32	for	for	ADP
easat-8876	204	33	two	two	NUM
easat-8876	204	34	methods	method	NOUN
easat-8876	204	35	:	:	PUNCT
easat-8876	204	36	vae+pso	vae+pso	NOUN
easat-8876	204	37	and	and	CCONJ
easat-8876	204	38	the	the	DET
easat-8876	204	39	proposed	proposed	ADJ
easat-8876	204	40	cnn+gan+coa	cnn+gan+coa	PROPN
easat-8876	204	41	,	,	PUNCT
easat-8876	204	42	across	across	ADP
easat-8876	204	43	the	the	DET
easat-8876	204	44	six	six	NUM
easat-8876	204	45	types	type	NOUN
easat-8876	204	46	of	of	ADP
easat-8876	204	47	responsiveness	responsiveness	NOUN
easat-8876	204	48	.	.	PUNCT
easat-8876	205	1	vae+pso	vae+pso	NOUN
easat-8876	205	2	takes	take	VERB
easat-8876	205	3	17	17	NUM
easat-8876	205	4	hours	hour	NOUN
easat-8876	205	5	to	to	PART
easat-8876	205	6	be	be	AUX
easat-8876	205	7	touchresponsive	touchresponsive	NOUN
easat-8876	205	8	,	,	PUNCT
easat-8876	205	9	whereas	whereas	SCONJ
easat-8876	205	10	the	the	DET
easat-8876	205	11	proposed	propose	VERB
easat-8876	205	12	takes	take	VERB
easat-8876	205	13	13	13	NUM
easat-8876	205	14	hours	hour	NOUN
easat-8876	205	15	.	.	PUNCT
easat-8876	206	1	motion	motion	NOUN
easat-8876	206	2	-	-	PUNCT
easat-8876	206	3	responsive	responsive	ADJ
easat-8876	206	4	takes	take	VERB
easat-8876	206	5	18	18	NUM
easat-8876	206	6	hours	hour	NOUN
easat-8876	206	7	vs	vs	ADP
easat-8876	206	8	14	14	NUM
easat-8876	206	9	hours	hour	NOUN
easat-8876	206	10	;	;	PUNCT
easat-8876	206	11	environmental	environmental	ADJ
easat-8876	206	12	responsiveness	responsiveness	NOUN
easat-8876	206	13	takes	take	VERB
easat-8876	206	14	15	15	NUM
easat-8876	206	15	hours	hour	NOUN
easat-8876	206	16	versus	versus	ADP
easat-8876	206	17	13	13	NUM
easat-8876	206	18	hours	hour	NOUN
easat-8876	206	19	;	;	PUNCT
easat-8876	206	20	sound	sound	ADJ
easat-8876	206	21	-	-	PUNCT
easat-8876	206	22	responsive	responsive	ADJ
easat-8876	206	23	takes	take	VERB
easat-8876	206	24	16	16	NUM
easat-8876	206	25	hours	hour	NOUN
easat-8876	206	26	versus	versus	ADP
easat-8876	206	27	12	12	NUM
easat-8876	206	28	hours	hour	NOUN
easat-8876	206	29	;	;	PUNCT
easat-8876	206	30	light	light	ADJ
easat-8876	206	31	-	-	PUNCT
easat-8876	206	32	responsive	responsive	ADJ
easat-8876	206	33	takes	take	VERB
easat-8876	206	34	18	18	NUM
easat-8876	206	35	hours	hour	NOUN
easat-8876	206	36	versus	versus	ADP
easat-8876	206	37	15	15	NUM
easat-8876	206	38	hours	hour	NOUN
easat-8876	206	39	;	;	PUNCT
easat-8876	206	40	and	and	CCONJ
easat-8876	206	41	temperature	temperature	NOUN
easat-8876	206	42	-	-	PUNCT
easat-8876	206	43	responsive	responsive	ADJ
easat-8876	206	44	takes	take	VERB
easat-8876	206	45	15	15	NUM
easat-8876	206	46	hours	hour	NOUN
easat-8876	206	47	for	for	ADP
easat-8876	206	48	vae+pso	vae+pso	NOUN
easat-8876	206	49	and	and	CCONJ
easat-8876	206	50	11	11	NUM
easat-8876	206	51	hours	hour	NOUN
easat-8876	206	52	for	for	ADP
easat-8876	206	53	cnn+gan+coa	cnn+gan+coa	PROPN
easat-8876	206	54	.	.	PUNCT
easat-8876	207	1	overall	overall	PROPN
easat-8876	207	2	,	,	PUNCT
easat-8876	207	3	the	the	DET
easat-8876	207	4	proposed	propose	VERB
easat-8876	207	5	solution	solution	NOUN
easat-8876	207	6	significantly	significantly	ADV
easat-8876	207	7	reduces	reduce	VERB
easat-8876	207	8	installation	installation	NOUN
easat-8876	207	9	time	time	NOUN
easat-8876	207	10	in	in	ADP
easat-8876	207	11	all	all	DET
easat-8876	207	12	categories	category	NOUN
easat-8876	207	13	while	while	SCONJ
easat-8876	207	14	improving	improve	VERB
easat-8876	207	15	performance	performance	NOUN
easat-8876	207	16	.	.	PUNCT
easat-8876	208	1	figure	figure	NOUN
easat-8876	208	2	9	9	NUM
easat-8876	208	3	.	.	PUNCT
easat-8876	208	4	comparative	comparative	ADJ
easat-8876	208	5	performance	performance	NOUN
easat-8876	208	6	for	for	ADP
easat-8876	208	7	proposed	propose	VERB
easat-8876	208	8	and	and	CCONJ
easat-8876	208	9	traditional	traditional	ADJ
easat-8876	208	10	methods	method	NOUN
easat-8876	208	11	in	in	ADP
easat-8876	208	12	interactive	interactive	ADJ
easat-8876	208	13	installation	installation	NOUN
easat-8876	208	14	responsiveness	responsiveness	NOUN
easat-8876	208	15	(	(	PUNCT
easat-8876	208	16	a	a	PRON
easat-8876	208	17	)	)	PUNCT
easat-8876	208	18	responsiveness	responsiveness	NOUN
easat-8876	208	19	score	score	NOUN
easat-8876	208	20	,	,	PUNCT
easat-8876	208	21	(	(	PUNCT
easat-8876	208	22	b	b	NOUN
easat-8876	208	23	)	)	PUNCT
easat-8876	208	24	time	time	NOUN
easat-8876	208	25	.	.	PUNCT
easat-8876	209	1	the	the	DET
easat-8876	209	2	user	user	NOUN
easat-8876	209	3	engagement	engagement	NOUN
easat-8876	209	4	performance	performance	NOUN
easat-8876	209	5	for	for	ADP
easat-8876	209	6	the	the	DET
easat-8876	209	7	suggested	suggest	VERB
easat-8876	209	8	and	and	CCONJ
easat-8876	209	9	existing	existing	ADJ
easat-8876	209	10	methods	method	NOUN
easat-8876	209	11	is	be	AUX
easat-8876	209	12	shown	show	VERB
easat-8876	209	13	in	in	ADP
easat-8876	209	14	figure	figure	NOUN
easat-8876	209	15	10	10	NUM
easat-8876	209	16	.	.	PUNCT
easat-8876	210	1	the	the	DET
easat-8876	210	2	suggested	suggest	VERB
easat-8876	210	3	cnn+gan+coa	cnn+gan+coa	PROPN
easat-8876	210	4	approach	approach	NOUN
easat-8876	210	5	outperforms	outperform	VERB
easat-8876	210	6	vae+pso	vae+pso	NOUN
easat-8876	210	7	across	across	ADP
easat-8876	210	8	all	all	DET
easat-8876	210	9	installation	installation	NOUN
easat-8876	210	10	types	type	NOUN
easat-8876	210	11	.	.	PUNCT
easat-8876	211	1	in	in	ADP
easat-8876	211	2	figure	figure	NOUN
easat-8876	211	3	10a	10a	NUM
easat-8876	211	4	,	,	PUNCT
easat-8876	211	5	cnn+gan+coa	cnn+gan+coa	PROPN
easat-8876	211	6	scores	score	VERB
easat-8876	211	7	9.3	9.3	NUM
easat-8876	211	8	and	and	CCONJ
easat-8876	211	9	9.1	9.1	NUM
easat-8876	211	10	for	for	ADP
easat-8876	211	11	touch	touch	NOUN
easat-8876	211	12	,	,	PUNCT
easat-8876	211	13	9.5	9.5	NUM
easat-8876	211	14	and	and	CCONJ
easat-8876	211	15	9.3	9.3	NUM
easat-8876	211	16	for	for	ADP
easat-8876	211	17	motion	motion	NOUN
easat-8876	211	18	,	,	PUNCT
easat-8876	211	19	9.2	9.2	NUM
easat-8876	211	20	and	and	CCONJ
easat-8876	211	21	9.0	9.0	NUM
easat-8876	211	22	for	for	ADP
easat-8876	211	23	environmental	environmental	ADJ
easat-8876	211	24	,	,	PUNCT
easat-8876	211	25	9.4	9.4	NUM
easat-8876	211	26	and	and	CCONJ
easat-8876	211	27	9.2	9.2	NUM
easat-8876	211	28	for	for	ADP
easat-8876	211	29	sound	sound	NOUN
easat-8876	211	30	,	,	PUNCT
easat-8876	211	31	9.5	9.5	NUM
easat-8876	211	32	and	and	CCONJ
easat-8876	211	33	9.3	9.3	NUM
easat-8876	211	34	for	for	ADP
easat-8876	211	35	light	light	NOUN
easat-8876	211	36	,	,	PUNCT
easat-8876	211	37	and	and	CCONJ
easat-8876	211	38	9.4	9.4	NUM
easat-8876	211	39	and	and	CCONJ
easat-8876	211	40	9.1	9.1	NUM
easat-8876	211	41	for	for	ADP
easat-8876	211	42	temperature	temperature	NOUN
easat-8876	211	43	.	.	PUNCT
easat-8876	212	1	these	these	DET
easat-8876	212	2	results	result	NOUN
easat-8876	212	3	show	show	VERB
easat-8876	212	4	that	that	SCONJ
easat-8876	212	5	cnn+gan+coa	cnn+gan+coa	PROPN
easat-8876	212	6	consistently	consistently	ADV
easat-8876	212	7	increases	increase	VERB
easat-8876	212	8	responsiveness	responsiveness	NOUN
easat-8876	212	9	across	across	ADP
easat-8876	212	10	all	all	DET
easat-8876	212	11	test	test	NOUN
easat-8876	212	12	categories	category	NOUN
easat-8876	212	13	.	.	PUNCT
easat-8876	213	1	figure	figure	NOUN
easat-8876	213	2	10b	10b	NOUN
easat-8876	213	3	compares	compare	VERB
easat-8876	213	4	user	user	NOUN
easat-8876	213	5	engagement	engagement	NOUN
easat-8876	213	6	in	in	ADP
easat-8876	213	7	hours	hour	NOUN
easat-8876	213	8	for	for	ADP
easat-8876	213	9	two	two	NUM
easat-8876	213	10	installation	installation	NOUN
easat-8876	213	11	types	type	NOUN
easat-8876	213	12	,	,	PUNCT
easat-8876	213	13	vae+pso	vae+pso	NOUN
easat-8876	213	14	and	and	CCONJ
easat-8876	213	15	the	the	DET
easat-8876	213	16	proposed	proposed	ADJ
easat-8876	213	17	cnn+gan+coa	cnn+gan+coa	PROPN
easat-8876	213	18	,	,	PUNCT
easat-8876	213	19	across	across	ADP
easat-8876	213	20	several	several	ADJ
easat-8876	213	21	response	response	NOUN
easat-8876	213	22	categories	category	NOUN
easat-8876	213	23	.	.	PUNCT
easat-8876	214	1	engagement	engagement	NOUN
easat-8876	214	2	in	in	ADP
easat-8876	214	3	touch	touch	NOUN
easat-8876	214	4	-	-	PUNCT
easat-8876	214	5	responsive	responsive	ADJ
easat-8876	214	6	installations	installation	NOUN
easat-8876	214	7	is	be	AUX
easat-8876	214	8	17	17	NUM
easat-8876	214	9	hours	hour	NOUN
easat-8876	214	10	with	with	ADP
easat-8876	214	11	vae+pso	vae+pso	NOUN
easat-8876	214	12	and	and	CCONJ
easat-8876	214	13	12	12	NUM
easat-8876	214	14	hours	hour	NOUN
easat-8876	214	15	with	with	ADP
easat-8876	214	16	cnn+gan+coa	cnn+gan+coa	PROPN
easat-8876	214	17	.	.	PUNCT
easat-8876	215	1	motion	motion	NOUN
easat-8876	215	2	-	-	PUNCT
easat-8876	215	3	responsive	responsive	ADJ
easat-8876	215	4	engagement	engagement	NOUN
easat-8876	215	5	increases	increase	NOUN
easat-8876	215	6	from	from	ADP
easat-8876	215	7	18	18	NUM
easat-8876	215	8	to	to	PART
easat-8876	215	9	12	12	NUM
easat-8876	215	10	hours	hour	NOUN
easat-8876	215	11	,	,	PUNCT
easat-8876	215	12	environmental	environmental	ADJ
easat-8876	215	13	from	from	ADP
easat-8876	215	14	15	15	NUM
easat-8876	215	15	to	to	PART
easat-8876	215	16	10	10	NUM
easat-8876	215	17	hours	hour	NOUN
easat-8876	215	18	,	,	PUNCT
easat-8876	215	19	sound	sound	NOUN
easat-8876	215	20	-	-	PUNCT
easat-8876	215	21	responsive	responsive	ADJ
easat-8876	215	22	from	from	ADP
easat-8876	215	23	16	16	NUM
easat-8876	215	24	to	to	PART
easat-8876	215	25	11	11	NUM
easat-8876	215	26	hours	hour	NOUN
easat-8876	215	27	,	,	PUNCT
easat-8876	215	28	light	light	NOUN
easat-8876	215	29	-	-	PUNCT
easat-8876	215	30	responsive	responsive	ADJ
easat-8876	215	31	from	from	ADP
easat-8876	215	32	18	18	NUM
easat-8876	215	33	to	to	PART
easat-8876	215	34	12	12	NUM
easat-8876	215	35	hours	hour	NOUN
easat-8876	215	36	,	,	PUNCT
easat-8876	215	37	and	and	CCONJ
easat-8876	215	38	temperature	temperature	NOUN
easat-8876	215	39	-	-	PUNCT
easat-8876	215	40	responsive	responsive	ADJ
easat-8876	215	41	from	from	ADP
easat-8876	215	42	15	15	NUM
easat-8876	215	43	to	to	PART
easat-8876	215	44	11	11	NUM
easat-8876	215	45	hours	hour	NOUN
easat-8876	215	46	.	.	PUNCT
easat-8876	216	1	thus	thus	ADV
easat-8876	216	2	,	,	PUNCT
easat-8876	216	3	the	the	DET
easat-8876	216	4	cnn+gan+coa	cnn+gan+coa	PROPN
easat-8876	216	5	approach	approach	NOUN
easat-8876	216	6	enhances	enhance	VERB
easat-8876	216	7	responsiveness	responsiveness	NOUN
easat-8876	216	8	and	and	CCONJ
easat-8876	216	9	interaction	interaction	NOUN
easat-8876	216	10	quality	quality	NOUN
easat-8876	216	11	,	,	PUNCT
easat-8876	216	12	even	even	ADV
easat-8876	216	13	with	with	ADP
easat-8876	216	14	reduced	reduced	ADJ
easat-8876	216	15	engagement	engagement	NOUN
easat-8876	216	16	duration	duration	NOUN
easat-8876	216	17	.	.	PUNCT
easat-8876	217	1	1247	1247	NUM
easat-8876	217	2	edelweiss	edelweiss	PROPN
easat-8876	217	3	applied	apply	VERB
easat-8876	217	4	science	science	NOUN
easat-8876	217	5	and	and	CCONJ
easat-8876	217	6	technology	technology	NOUN
easat-8876	217	7	issn	issn	PROPN
easat-8876	217	8	:	:	PUNCT
easat-8876	217	9	2576	2576	NUM
easat-8876	217	10	-	-	SYM
easat-8876	217	11	8484	8484	NUM
easat-8876	217	12	vol	vol	NOUN
easat-8876	217	13	.	.	PROPN
easat-8876	218	1	9	9	NUM
easat-8876	218	2	,	,	PUNCT
easat-8876	218	3	no	no	INTJ
easat-8876	218	4	.	.	NOUN
easat-8876	218	5	7	7	NUM
easat-8876	218	6	:	:	SYM
easat-8876	218	7	1235	1235	NUM
easat-8876	218	8	-	-	SYM
easat-8876	218	9	1248	1248	NUM
easat-8876	218	10	,	,	PUNCT
easat-8876	218	11	2025	2025	NUM
easat-8876	218	12	doi	doi	NOUN
easat-8876	218	13	:	:	PUNCT
easat-8876	218	14	10.55214/25768484.v9i7.8876	10.55214/25768484.v9i7.8876	NUM
easat-8876	218	15	©	©	PROPN
easat-8876	218	16	2025	2025	NUM
easat-8876	218	17	by	by	ADP
easat-8876	218	18	the	the	DET
easat-8876	218	19	author	author	NOUN
easat-8876	218	20	;	;	PUNCT
easat-8876	219	1	licensee	licensee	PROPN
easat-8876	219	2	learning	learn	VERB
easat-8876	219	3	gate	gate	PROPN
easat-8876	219	4	figure	figure	NOUN
easat-8876	219	5	10	10	NUM
easat-8876	219	6	.	.	PUNCT
easat-8876	219	7	comparison	comparison	NOUN
easat-8876	219	8	of	of	ADP
easat-8876	219	9	performance	performance	NOUN
easat-8876	219	10	for	for	ADP
easat-8876	219	11	traditional	traditional	ADJ
easat-8876	219	12	and	and	CCONJ
easat-8876	219	13	suggested	suggest	VERB
easat-8876	219	14	techniques	technique	NOUN
easat-8876	219	15	in	in	ADP
easat-8876	219	16	user	user	NOUN
easat-8876	219	17	engagement	engagement	NOUN
easat-8876	219	18	(	(	PUNCT
easat-8876	219	19	a	a	PRON
easat-8876	219	20	)	)	PUNCT
easat-8876	219	21	engagement	engagement	NOUN
easat-8876	219	22	score	score	NOUN
easat-8876	219	23	,	,	PUNCT
easat-8876	219	24	(	(	PUNCT
easat-8876	219	25	b	b	NOUN
easat-8876	219	26	)	)	PUNCT
easat-8876	219	27	time	time	NOUN
easat-8876	219	28	.	.	PUNCT
easat-8876	220	1	5	5	X
easat-8876	220	2	.	.	X
easat-8876	220	3	conclusion	conclusion	NOUN
easat-8876	220	4	algorithmic	algorithmic	ADJ
easat-8876	220	5	art	art	NOUN
easat-8876	220	6	and	and	CCONJ
easat-8876	220	7	computational	computational	ADJ
easat-8876	220	8	creativity	creativity	NOUN
easat-8876	220	9	are	be	AUX
easat-8876	220	10	revolutionizing	revolutionize	VERB
easat-8876	220	11	the	the	DET
easat-8876	220	12	design	design	NOUN
easat-8876	220	13	of	of	ADP
easat-8876	220	14	interactive	interactive	ADJ
easat-8876	220	15	multimedia	multimedia	NOUN
easat-8876	220	16	communication	communication	NOUN
easat-8876	220	17	and	and	CCONJ
easat-8876	220	18	application	application	NOUN
easat-8876	220	19	experiences	experience	NOUN
easat-8876	220	20	,	,	PUNCT
easat-8876	220	21	allowing	allow	VERB
easat-8876	220	22	artworks	artwork	NOUN
easat-8876	220	23	to	to	PART
easat-8876	220	24	adapt	adapt	VERB
easat-8876	220	25	dynamically	dynamically	ADV
easat-8876	220	26	to	to	ADP
easat-8876	220	27	user	user	NOUN
easat-8876	220	28	input	input	NOUN
easat-8876	220	29	.	.	PUNCT
easat-8876	221	1	this	this	DET
easat-8876	221	2	research	research	NOUN
easat-8876	221	3	presents	present	VERB
easat-8876	221	4	the	the	DET
easat-8876	221	5	cimac	cimac	NOUN
easat-8876	221	6	framework	framework	NOUN
easat-8876	221	7	,	,	PUNCT
easat-8876	221	8	which	which	PRON
easat-8876	221	9	consists	consist	VERB
easat-8876	221	10	of	of	ADP
easat-8876	221	11	four	four	NUM
easat-8876	221	12	stages	stage	NOUN
easat-8876	221	13	.	.	PUNCT
easat-8876	222	1	kinect	kinect	ADJ
easat-8876	222	2	and	and	CCONJ
easat-8876	222	3	facial	facial	ADJ
easat-8876	222	4	recognition	recognition	NOUN
easat-8876	222	5	technologies	technology	NOUN
easat-8876	222	6	capture	capture	VERB
easat-8876	222	7	live	live	ADJ
easat-8876	222	8	user	user	NOUN
easat-8876	222	9	gestures	gesture	NOUN
easat-8876	222	10	and	and	CCONJ
easat-8876	222	11	reactions	reaction	NOUN
easat-8876	222	12	.	.	PUNCT
easat-8876	223	1	a	a	DET
easat-8876	223	2	cnn	cnn	PROPN
easat-8876	223	3	uses	use	VERB
easat-8876	223	4	facial	facial	ADJ
easat-8876	223	5	data	datum	NOUN
easat-8876	223	6	to	to	PART
easat-8876	223	7	predict	predict	VERB
easat-8876	223	8	a	a	DET
easat-8876	223	9	user	user	NOUN
easat-8876	223	10	's	's	PART
easat-8876	223	11	emotional	emotional	ADJ
easat-8876	223	12	state	state	NOUN
easat-8876	223	13	.	.	PUNCT
easat-8876	224	1	a	a	DET
easat-8876	224	2	gan	gan	PROPN
easat-8876	224	3	generates	generate	VERB
easat-8876	224	4	creative	creative	ADJ
easat-8876	224	5	graphics	graphic	NOUN
easat-8876	224	6	based	base	VERB
easat-8876	224	7	on	on	ADP
easat-8876	224	8	detected	detect	VERB
easat-8876	224	9	emotions	emotion	NOUN
easat-8876	224	10	.	.	PUNCT
easat-8876	225	1	the	the	DET
easat-8876	225	2	coa	coa	NOUN
easat-8876	225	3	is	be	AUX
easat-8876	225	4	used	use	VERB
easat-8876	225	5	to	to	PART
easat-8876	225	6	create	create	VERB
easat-8876	225	7	dynamic	dynamic	ADJ
easat-8876	225	8	,	,	PUNCT
easat-8876	225	9	mathematically	mathematically	ADV
easat-8876	225	10	driven	drive	VERB
easat-8876	225	11	patterns	pattern	NOUN
easat-8876	225	12	like	like	ADP
easat-8876	225	13	fractals	fractal	NOUN
easat-8876	225	14	and	and	CCONJ
easat-8876	225	15	grids	grid	NOUN
easat-8876	225	16	,	,	PUNCT
easat-8876	225	17	which	which	PRON
easat-8876	225	18	serve	serve	VERB
easat-8876	225	19	as	as	ADP
easat-8876	225	20	the	the	DET
easat-8876	225	21	foundation	foundation	NOUN
easat-8876	225	22	for	for	ADP
easat-8876	225	23	the	the	DET
easat-8876	225	24	artwork	artwork	NOUN
easat-8876	225	25	.	.	PUNCT
easat-8876	226	1	the	the	DET
easat-8876	226	2	proposed	propose	VERB
easat-8876	226	3	cnn+gan+coa	cnn+gan+coa	PROPN
easat-8876	226	4	model	model	NOUN
easat-8876	226	5	outperforms	outperform	VERB
easat-8876	226	6	vae+pso	vae+pso	NOUN
easat-8876	226	7	in	in	ADP
easat-8876	226	8	terms	term	NOUN
easat-8876	226	9	of	of	ADP
easat-8876	226	10	artistic	artistic	ADJ
easat-8876	226	11	quality	quality	NOUN
easat-8876	226	12	(	(	PUNCT
easat-8876	226	13	scores	score	NOUN
easat-8876	226	14	up	up	ADP
easat-8876	226	15	to	to	ADP
easat-8876	226	16	9.6	9.6	NUM
easat-8876	226	17	)	)	PUNCT
easat-8876	226	18	while	while	SCONJ
easat-8876	226	19	also	also	ADV
easat-8876	226	20	reducing	reduce	VERB
easat-8876	226	21	production	production	NOUN
easat-8876	226	22	and	and	CCONJ
easat-8876	226	23	installation	installation	NOUN
easat-8876	226	24	times	time	NOUN
easat-8876	226	25	by	by	ADP
easat-8876	226	26	up	up	ADP
easat-8876	226	27	to	to	PART
easat-8876	226	28	5	5	NUM
easat-8876	226	29	hours	hour	NOUN
easat-8876	226	30	.	.	PUNCT
easat-8876	227	1	it	it	PRON
easat-8876	227	2	also	also	ADV
easat-8876	227	3	improves	improve	VERB
easat-8876	227	4	user	user	NOUN
easat-8876	227	5	engagement	engagement	NOUN
easat-8876	227	6	and	and	CCONJ
easat-8876	227	7	response	response	NOUN
easat-8876	227	8	,	,	PUNCT
easat-8876	227	9	reducing	reduce	VERB
easat-8876	227	10	total	total	ADJ
easat-8876	227	11	interaction	interaction	NOUN
easat-8876	227	12	duration	duration	NOUN
easat-8876	227	13	by	by	ADP
easat-8876	227	14	up	up	ADP
easat-8876	227	15	to	to	PART
easat-8876	227	16	6	6	NUM
easat-8876	227	17	hours	hour	NOUN
easat-8876	227	18	across	across	ADP
easat-8876	227	19	all	all	DET
easat-8876	227	20	installation	installation	NOUN
easat-8876	227	21	types	type	NOUN
easat-8876	227	22	.	.	PUNCT
easat-8876	228	1	a	a	DET
easat-8876	228	2	drawback	drawback	NOUN
easat-8876	228	3	of	of	ADP
easat-8876	228	4	this	this	DET
easat-8876	228	5	investigation	investigation	NOUN
easat-8876	228	6	is	be	AUX
easat-8876	228	7	the	the	DET
easat-8876	228	8	additional	additional	ADJ
easat-8876	228	9	processing	processing	NOUN
easat-8876	228	10	and	and	CCONJ
easat-8876	228	11	installation	installation	NOUN
easat-8876	228	12	time	time	NOUN
easat-8876	228	13	caused	cause	VERB
easat-8876	228	14	by	by	ADP
easat-8876	228	15	sophisticated	sophisticated	ADJ
easat-8876	228	16	model	model	NOUN
easat-8876	228	17	structures	structure	NOUN
easat-8876	228	18	.	.	PUNCT
easat-8876	229	1	future	future	ADJ
easat-8876	229	2	goals	goal	NOUN
easat-8876	229	3	include	include	VERB
easat-8876	229	4	enhancing	enhance	VERB
easat-8876	229	5	model	model	NOUN
easat-8876	229	6	efficiency	efficiency	NOUN
easat-8876	229	7	and	and	CCONJ
easat-8876	229	8	increasing	increase	VERB
easat-8876	229	9	real	real	ADJ
easat-8876	229	10	-	-	PUNCT
easat-8876	229	11	time	time	NOUN
easat-8876	229	12	adaptive	adaptive	ADJ
easat-8876	229	13	capabilities	capability	NOUN
easat-8876	229	14	to	to	PART
easat-8876	229	15	provide	provide	VERB
easat-8876	229	16	more	more	ADJ
easat-8876	229	17	immersive	immersive	ADJ
easat-8876	229	18	interactive	interactive	ADJ
easat-8876	229	19	multimedia	multimedia	NOUN
easat-8876	229	20	experiences	experience	NOUN
easat-8876	229	21	.	.	PUNCT
easat-8876	230	1	transparency	transparency	NOUN
easat-8876	230	2	:	:	PUNCT
easat-8876	230	3	the	the	DET
easat-8876	230	4	author	author	NOUN
easat-8876	230	5	confirms	confirm	VERB
easat-8876	230	6	that	that	SCONJ
easat-8876	230	7	the	the	DET
easat-8876	230	8	manuscript	manuscript	NOUN
easat-8876	230	9	is	be	AUX
easat-8876	230	10	an	an	DET
easat-8876	230	11	honest	honest	ADJ
easat-8876	230	12	,	,	PUNCT
easat-8876	230	13	accurate	accurate	ADJ
easat-8876	230	14	,	,	PUNCT
easat-8876	230	15	and	and	CCONJ
easat-8876	230	16	transparent	transparent	ADJ
easat-8876	230	17	account	account	NOUN
easat-8876	230	18	of	of	ADP
easat-8876	230	19	the	the	DET
easat-8876	230	20	study	study	NOUN
easat-8876	230	21	;	;	PUNCT
easat-8876	230	22	that	that	SCONJ
easat-8876	230	23	no	no	DET
easat-8876	230	24	vital	vital	ADJ
easat-8876	230	25	features	feature	NOUN
easat-8876	230	26	of	of	ADP
easat-8876	230	27	the	the	DET
easat-8876	230	28	study	study	NOUN
easat-8876	230	29	have	have	AUX
easat-8876	230	30	been	be	AUX
easat-8876	230	31	omitted	omit	VERB
easat-8876	230	32	;	;	PUNCT
easat-8876	230	33	and	and	CCONJ
easat-8876	230	34	that	that	SCONJ
easat-8876	230	35	any	any	DET
easat-8876	230	36	discrepancies	discrepancy	NOUN
easat-8876	230	37	from	from	ADP
easat-8876	230	38	the	the	DET
easat-8876	230	39	study	study	NOUN
easat-8876	230	40	as	as	SCONJ
easat-8876	230	41	planned	plan	VERB
easat-8876	230	42	have	have	AUX
easat-8876	230	43	been	be	AUX
easat-8876	230	44	explained	explain	VERB
easat-8876	230	45	.	.	PUNCT
easat-8876	231	1	this	this	DET
easat-8876	231	2	study	study	NOUN
easat-8876	231	3	followed	follow	VERB
easat-8876	231	4	all	all	DET
easat-8876	231	5	ethical	ethical	ADJ
easat-8876	231	6	practices	practice	NOUN
easat-8876	231	7	during	during	ADP
easat-8876	231	8	writing	writing	NOUN
easat-8876	231	9	.	.	PUNCT
easat-8876	232	1	copyright	copyright	NOUN
easat-8876	232	2	:	:	PUNCT
easat-8876	232	3	©	©	PROPN
easat-8876	232	4	2025	2025	NUM
easat-8876	232	5	by	by	ADP
easat-8876	232	6	the	the	DET
easat-8876	232	7	author	author	NOUN
easat-8876	232	8	.	.	PUNCT
easat-8876	233	1	this	this	DET
easat-8876	233	2	open	open	ADJ
easat-8876	233	3	-	-	PUNCT
easat-8876	233	4	access	access	NOUN
easat-8876	233	5	article	article	NOUN
easat-8876	233	6	is	be	AUX
easat-8876	233	7	distributed	distribute	VERB
easat-8876	233	8	under	under	ADP
easat-8876	233	9	the	the	DET
easat-8876	233	10	terms	term	NOUN
easat-8876	233	11	and	and	CCONJ
easat-8876	233	12	conditions	condition	NOUN
easat-8876	233	13	of	of	ADP
easat-8876	233	14	the	the	DET
easat-8876	233	15	creative	creative	ADJ
easat-8876	233	16	commons	common	NOUN
easat-8876	233	17	attribution	attribution	NOUN
easat-8876	233	18	(	(	PUNCT
easat-8876	233	19	cc	cc	NOUN
easat-8876	233	20	by	by	ADP
easat-8876	233	21	)	)	PUNCT
easat-8876	233	22	license	license	NOUN
easat-8876	233	23	(	(	PUNCT
easat-8876	233	24	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-8876	233	25	)	)	PUNCT
easat-8876	233	26	.	.	PUNCT
easat-8876	234	1	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-8876	234	2	1248	1248	NUM
easat-8876	234	3	edelweiss	edelweiss	PROPN
easat-8876	234	4	applied	apply	VERB
easat-8876	234	5	science	science	NOUN
easat-8876	234	6	and	and	CCONJ
easat-8876	234	7	technology	technology	NOUN
easat-8876	234	8	issn	issn	PROPN
easat-8876	234	9	:	:	PUNCT
easat-8876	234	10	2576	2576	NUM
easat-8876	234	11	-	-	SYM
easat-8876	234	12	8484	8484	NUM
easat-8876	234	13	vol	vol	NOUN
easat-8876	234	14	.	.	PROPN
easat-8876	235	1	9	9	NUM
easat-8876	235	2	,	,	PUNCT
easat-8876	235	3	no	no	INTJ
easat-8876	235	4	.	.	NOUN
easat-8876	235	5	7	7	NUM
easat-8876	235	6	:	:	SYM
easat-8876	235	7	1235	1235	NUM
easat-8876	235	8	-	-	SYM
easat-8876	235	9	1248	1248	NUM
easat-8876	235	10	,	,	PUNCT
easat-8876	235	11	2025	2025	NUM
easat-8876	235	12	doi	doi	NOUN
easat-8876	235	13	:	:	PUNCT
easat-8876	235	14	10.55214/25768484.v9i7.8876	10.55214/25768484.v9i7.8876	NUM
easat-8876	235	15	©	©	PROPN
easat-8876	235	16	2025	2025	NUM
easat-8876	235	17	by	by	ADP
easat-8876	235	18	the	the	DET
easat-8876	235	19	author	author	NOUN
easat-8876	235	20	;	;	PUNCT
easat-8876	235	21	licensee	licensee	PROPN
easat-8876	235	22	learning	learn	VERB
easat-8876	235	23	gate	gate	NOUN
easat-8876	235	24	references	reference	NOUN
easat-8876	235	25	[	[	X
easat-8876	235	26	1	1	NUM
easat-8876	235	27	]	]	PUNCT
easat-8876	235	28	g.	g.	PROPN
easat-8876	235	29	zhang	zhang	PROPN
easat-8876	235	30	,	,	PUNCT
easat-8876	235	31	"	"	PUNCT
easat-8876	235	32	visual	visual	ADJ
easat-8876	235	33	communication	communication	NOUN
easat-8876	235	34	design	design	NOUN
easat-8876	235	35	based	base	VERB
easat-8876	235	36	on	on	ADP
easat-8876	235	37	collaborative	collaborative	ADJ
easat-8876	235	38	cad	cad	PROPN
easat-8876	235	39	and	and	CCONJ
easat-8876	235	40	visual	visual	ADJ
easat-8876	235	41	importance	importance	NOUN
easat-8876	235	42	under	under	ADP
easat-8876	235	43	the	the	DET
easat-8876	235	44	impact	impact	NOUN
easat-8876	235	45	of	of	ADP
easat-8876	235	46	new	new	ADJ
easat-8876	235	47	media	medium	NOUN
easat-8876	235	48	art	art	NOUN
easat-8876	235	49	,	,	PUNCT
easat-8876	235	50	"	"	PUNCT
easat-8876	235	51	computer	computer	NOUN
easat-8876	235	52	-	-	PUNCT
easat-8876	235	53	aided	aid	VERB
easat-8876	235	54	design	design	NOUN
easat-8876	235	55	and	and	CCONJ
easat-8876	235	56	applications	application	NOUN
easat-8876	235	57	,	,	PUNCT
easat-8876	235	58	vol	vol	NOUN
easat-8876	235	59	.	.	PROPN
easat-8876	235	60	15	15	NUM
easat-8876	235	61	,	,	PUNCT
easat-8876	235	62	pp	pp	ADJ
easat-8876	235	63	.	.	PUNCT
easat-8876	236	1	15–30	15–30	NUM
easat-8876	236	2	,	,	PUNCT
easat-8876	236	3	2025	2025	NUM
easat-8876	236	4	.	.	PUNCT
easat-8876	237	1	[	[	X
easat-8876	237	2	2	2	NUM
easat-8876	237	3	]	]	PUNCT
easat-8876	237	4	z.	z.	PROPN
easat-8876	237	5	ma	ma	PROPN
easat-8876	237	6	,	,	PUNCT
easat-8876	237	7	j.	j.	PROPN
easat-8876	237	8	guan	guan	PROPN
easat-8876	237	9	,	,	PUNCT
easat-8876	237	10	and	and	CCONJ
easat-8876	237	11	r.	r.	PROPN
easat-8876	237	12	li	li	PROPN
easat-8876	237	13	,	,	PUNCT
easat-8876	237	14	"	"	PUNCT
easat-8876	237	15	research	research	NOUN
easat-8876	237	16	on	on	ADP
easat-8876	237	17	innovative	innovative	ADJ
easat-8876	237	18	teaching	teaching	NOUN
easat-8876	237	19	mode	mode	NOUN
easat-8876	237	20	of	of	ADP
easat-8876	237	21	art	art	NOUN
easat-8876	237	22	education	education	NOUN
easat-8876	237	23	in	in	ADP
easat-8876	237	24	the	the	DET
easat-8876	237	25	age	age	NOUN
easat-8876	237	26	of	of	ADP
easat-8876	237	27	convergence	convergence	NOUN
easat-8876	237	28	of	of	ADP
easat-8876	237	29	media	medium	NOUN
easat-8876	237	30	,	,	PUNCT
easat-8876	237	31	"	"	PUNCT
easat-8876	237	32	international	international	ADJ
easat-8876	237	33	journal	journal	NOUN
easat-8876	237	34	of	of	ADP
easat-8876	237	35	emerging	emerge	VERB
easat-8876	237	36	technologies	technology	NOUN
easat-8876	237	37	in	in	ADP
easat-8876	237	38	learning	learning	NOUN
easat-8876	237	39	,	,	PUNCT
easat-8876	237	40	vol	vol	NOUN
easat-8876	237	41	.	.	PROPN
easat-8876	238	1	16	16	NUM
easat-8876	238	2	,	,	PUNCT
easat-8876	238	3	no	no	INTJ
easat-8876	238	4	.	.	NOUN
easat-8876	238	5	2	2	NUM
easat-8876	238	6	,	,	PUNCT
easat-8876	238	7	pp	pp	ADJ
easat-8876	238	8	.	.	PUNCT
easat-8876	239	1	272	272	NUM
easat-8876	239	2	-	-	SYM
easat-8876	239	3	284	284	NUM
easat-8876	239	4	,	,	PUNCT
easat-8876	239	5	2021	2021	NUM
easat-8876	239	6	.	.	PUNCT
easat-8876	240	1	https://doi.org/10.3991/ijet.v16i02.18235	https://doi.org/10.3991/ijet.v16i02.18235	NOUN
easat-8876	240	2	[	[	X
easat-8876	240	3	3	3	NUM
easat-8876	240	4	]	]	X
easat-8876	240	5	h.	h.	PROPN
easat-8876	240	6	tian	tian	PROPN
easat-8876	240	7	,	,	PUNCT
easat-8876	240	8	"	"	PUNCT
easat-8876	240	9	optimization	optimization	NOUN
easat-8876	240	10	of	of	ADP
easat-8876	240	11	hybrid	hybrid	ADJ
easat-8876	240	12	multimedia	multimedia	NOUN
easat-8876	240	13	art	art	NOUN
easat-8876	240	14	and	and	CCONJ
easat-8876	240	15	design	design	NOUN
easat-8876	240	16	teaching	teaching	NOUN
easat-8876	240	17	mode	mode	NOUN
easat-8876	240	18	in	in	ADP
easat-8876	240	19	the	the	DET
easat-8876	240	20	era	era	NOUN
easat-8876	240	21	of	of	ADP
easat-8876	240	22	big	big	ADJ
easat-8876	240	23	data	datum	NOUN
easat-8876	240	24	,	,	PUNCT
easat-8876	240	25	"	"	PUNCT
easat-8876	240	26	scientific	scientific	ADJ
easat-8876	240	27	programming	programming	NOUN
easat-8876	240	28	,	,	PUNCT
easat-8876	240	29	vol	vol	NOUN
easat-8876	240	30	.	.	PROPN
easat-8876	240	31	2021	2021	NUM
easat-8876	240	32	,	,	PUNCT
easat-8876	240	33	no	no	INTJ
easat-8876	240	34	.	.	NOUN
easat-8876	240	35	1	1	NUM
easat-8876	240	36	,	,	PUNCT
easat-8876	240	37	p.	p.	NOUN
easat-8876	240	38	8266436	8266436	NUM
easat-8876	240	39	,	,	PUNCT
easat-8876	240	40	2021	2021	NUM
easat-8876	240	41	.	.	PUNCT
easat-8876	241	1	https://doi.org/10.1155/2021/8266436	https://doi.org/10.1155/2021/8266436	PROPN
easat-8876	242	1	[	[	X
easat-8876	242	2	4	4	X
easat-8876	242	3	]	]	PUNCT
easat-8876	242	4	z.	z.	PROPN
easat-8876	242	5	jie	jie	PROPN
easat-8876	242	6	,	,	PUNCT
easat-8876	242	7	s.	s.	PROPN
easat-8876	242	8	dalal	dalal	PROPN
easat-8876	242	9	,	,	PUNCT
easat-8876	242	10	m.	m.	NOUN
easat-8876	242	11	s.	s.	PROPN
easat-8876	242	12	a.	a.	PROPN
easat-8876	242	13	bakar	bakar	PROPN
easat-8876	242	14	,	,	PUNCT
easat-8876	242	15	and	and	CCONJ
easat-8876	242	16	w.	w.	PROPN
easat-8876	242	17	a.	a.	PROPN
easat-8876	242	18	w.	w.	PROPN
easat-8876	242	19	yahaya	yahaya	PROPN
easat-8876	242	20	,	,	PUNCT
easat-8876	242	21	"	"	PUNCT
easat-8876	242	22	designing	design	VERB
easat-8876	242	23	for	for	ADP
easat-8876	242	24	sustainability	sustainability	NOUN
easat-8876	242	25	:	:	PUNCT
easat-8876	242	26	exploring	explore	VERB
easat-8876	242	27	the	the	DET
easat-8876	242	28	intersection	intersection	NOUN
easat-8876	242	29	of	of	ADP
easat-8876	242	30	creative	creative	ADJ
easat-8876	242	31	arts	art	NOUN
easat-8876	242	32	in	in	ADP
easat-8876	242	33	digital	digital	ADJ
easat-8876	242	34	sustainable	sustainable	ADJ
easat-8876	242	35	ecology	ecology	NOUN
easat-8876	242	36	by	by	ADP
easat-8876	242	37	interactive	interactive	ADJ
easat-8876	242	38	animation	animation	NOUN
easat-8876	242	39	,	,	PUNCT
easat-8876	242	40	"	"	PUNCT
easat-8876	242	41	idealogy	idealogy	NOUN
easat-8876	242	42	journal	journal	NOUN
easat-8876	242	43	,	,	PUNCT
easat-8876	242	44	vol	vol	NOUN
easat-8876	242	45	.	.	PROPN
easat-8876	242	46	9	9	NUM
easat-8876	242	47	,	,	PUNCT
easat-8876	242	48	no	no	INTJ
easat-8876	242	49	.	.	NOUN
easat-8876	242	50	1	1	NUM
easat-8876	242	51	,	,	PUNCT
easat-8876	242	52	2024	2024	NUM
easat-8876	242	53	.	.	PUNCT
easat-8876	243	1	[	[	X
easat-8876	243	2	5	5	X
easat-8876	243	3	]	]	PUNCT
easat-8876	243	4	c.	c.	PROPN
easat-8876	243	5	yang	yang	PROPN
easat-8876	243	6	and	and	CCONJ
easat-8876	243	7	s.	s.	PROPN
easat-8876	243	8	s.	s.	PROPN
easat-8876	243	9	b.	b.	PROPN
easat-8876	243	10	singh	singh	PROPN
easat-8876	243	11	,	,	PUNCT
easat-8876	243	12	"	"	PUNCT
easat-8876	243	13	user	user	NOUN
easat-8876	243	14	experience	experience	NOUN
easat-8876	243	15	in	in	ADP
easat-8876	243	16	information	information	NOUN
easat-8876	243	17	system	system	NOUN
easat-8876	243	18	platforms	platform	NOUN
easat-8876	243	19	:	:	PUNCT
easat-8876	243	20	a	a	DET
easat-8876	243	21	study	study	NOUN
easat-8876	243	22	on	on	ADP
easat-8876	243	23	learning	learn	VERB
easat-8876	243	24	styles	style	NOUN
easat-8876	243	25	and	and	CCONJ
easat-8876	243	26	academic	academic	ADJ
easat-8876	243	27	challenges	challenge	NOUN
easat-8876	243	28	,	,	PUNCT
easat-8876	243	29	"	"	PUNCT
easat-8876	243	30	journal	journal	NOUN
easat-8876	243	31	of	of	ADP
easat-8876	243	32	internet	internet	NOUN
easat-8876	243	33	services	service	NOUN
easat-8876	243	34	and	and	CCONJ
easat-8876	243	35	information	information	NOUN
easat-8876	243	36	security	security	NOUN
easat-8876	243	37	,	,	PUNCT
easat-8876	243	38	vol	vol	NOUN
easat-8876	243	39	.	.	PROPN
easat-8876	244	1	14	14	NUM
easat-8876	244	2	,	,	PUNCT
easat-8876	244	3	no	no	INTJ
easat-8876	244	4	.	.	NOUN
easat-8876	244	5	4	4	NUM
easat-8876	244	6	,	,	PUNCT
easat-8876	244	7	pp	pp	ADJ
easat-8876	244	8	.	.	PUNCT
easat-8876	245	1	209	209	NUM
easat-8876	245	2	-	-	SYM
easat-8876	245	3	223	223	NUM
easat-8876	245	4	,	,	PUNCT
easat-8876	245	5	2024	2024	NUM
easat-8876	245	6	.	.	PUNCT
easat-8876	246	1	https://doi.org/10.58346/jisis.2024.i4.012	https://doi.org/10.58346/jisis.2024.i4.012	NOUN
easat-8876	247	1	[	[	X
easat-8876	247	2	6	6	NUM
easat-8876	247	3	]	]	PUNCT
easat-8876	247	4	r.	r.	PROPN
easat-8876	247	5	a.	a.	PROPN
easat-8876	247	6	sánchez	sánchez	PROPN
easat-8876	247	7	-	-	PUNCT
easat-8876	247	8	ancajima	ancajima	PROPN
easat-8876	247	9	,	,	PUNCT
easat-8876	247	10	s.	s.	PROPN
easat-8876	247	11	m.	m.	PROPN
easat-8876	247	12	peres	peres	PROPN
easat-8876	247	13	,	,	PUNCT
easat-8876	247	14	j.	j.	PROPN
easat-8876	247	15	a.	a.	PROPN
easat-8876	247	16	lópez	lópez	PROPN
easat-8876	247	17	-	-	PUNCT
easat-8876	247	18	céspedes	céspede	NOUN
easat-8876	247	19	,	,	PUNCT
easat-8876	247	20	j.	j.	PROPN
easat-8876	247	21	l.	l.	PROPN
easat-8876	247	22	saly	saly	PROPN
easat-8876	247	23	-	-	PUNCT
easat-8876	247	24	rosas	rosas	PROPN
easat-8876	247	25	-	-	PUNCT
easat-8876	247	26	solano	solano	PROPN
easat-8876	247	27	,	,	PUNCT
easat-8876	247	28	r.	r.	PROPN
easat-8876	247	29	m.	m.	PROPN
easat-8876	247	30	hernández	hernández	PROPN
easat-8876	247	31	,	,	PUNCT
easat-8876	247	32	and	and	CCONJ
easat-8876	247	33	m.	m.	NOUN
easat-8876	247	34	a.	a.	PROPN
easat-8876	247	35	saavedra	saavedra	PROPN
easat-8876	247	36	-	-	PUNCT
easat-8876	247	37	lópez	lópez	PROPN
easat-8876	247	38	,	,	PUNCT
easat-8876	247	39	"	"	PUNCT
easat-8876	247	40	gesture	gesture	NOUN
easat-8876	247	41	phase	phase	NOUN
easat-8876	247	42	segmentation	segmentation	NOUN
easat-8876	247	43	dataset	dataset	NOUN
easat-8876	247	44	:	:	PUNCT
easat-8876	247	45	an	an	DET
easat-8876	247	46	extension	extension	NOUN
easat-8876	247	47	for	for	ADP
easat-8876	247	48	development	development	NOUN
easat-8876	247	49	of	of	ADP
easat-8876	247	50	gesture	gesture	NOUN
easat-8876	247	51	analysis	analysis	NOUN
easat-8876	247	52	models	model	NOUN
easat-8876	247	53	,	,	PUNCT
easat-8876	247	54	"	"	PUNCT
easat-8876	247	55	journal	journal	NOUN
easat-8876	247	56	of	of	ADP
easat-8876	247	57	internet	internet	NOUN
easat-8876	247	58	services	service	NOUN
easat-8876	247	59	and	and	CCONJ
easat-8876	247	60	information	information	NOUN
easat-8876	247	61	security	security	NOUN
easat-8876	247	62	,	,	PUNCT
easat-8876	247	63	vol	vol	NOUN
easat-8876	247	64	.	.	PROPN
easat-8876	247	65	12	12	NUM
easat-8876	247	66	,	,	PUNCT
easat-8876	247	67	no	no	INTJ
easat-8876	247	68	.	.	NOUN
easat-8876	247	69	4	4	NUM
easat-8876	247	70	,	,	PUNCT
easat-8876	247	71	pp	pp	ADJ
easat-8876	247	72	.	.	PUNCT
easat-8876	248	1	139	139	NUM
easat-8876	248	2	-	-	SYM
easat-8876	248	3	155	155	NUM
easat-8876	248	4	,	,	PUNCT
easat-8876	248	5	2022	2022	NUM
easat-8876	248	6	.	.	PUNCT
easat-8876	249	1	https://doi.org/10.58346/jisis.2022.i4.010	https://doi.org/10.58346/jisis.2022.i4.010	PROPN
easat-8876	250	1	[	[	X
easat-8876	250	2	7	7	X
easat-8876	250	3	]	]	X
easat-8876	250	4	q.	q.	PROPN
easat-8876	250	5	jiang	jiang	PROPN
easat-8876	250	6	and	and	CCONJ
easat-8876	250	7	j.	j.	PROPN
easat-8876	250	8	chung	chung	PROPN
easat-8876	250	9	,	,	PUNCT
easat-8876	250	10	"	"	PUNCT
easat-8876	250	11	a	a	DET
easat-8876	250	12	research	research	NOUN
easat-8876	250	13	of	of	ADP
easat-8876	250	14	user	user	NOUN
easat-8876	250	15	experience	experience	NOUN
easat-8876	250	16	on	on	ADP
easat-8876	250	17	multi	multi	ADJ
easat-8876	250	18	-	-	ADJ
easat-8876	250	19	modal	modal	ADJ
easat-8876	250	20	interactive	interactive	ADJ
easat-8876	250	21	digital	digital	ADJ
easat-8876	250	22	art	art	NOUN
easat-8876	250	23	,	,	PUNCT
easat-8876	250	24	"	"	PUNCT
easat-8876	250	25	international	international	ADJ
easat-8876	250	26	journal	journal	NOUN
easat-8876	250	27	of	of	ADP
easat-8876	250	28	internet	internet	NOUN
easat-8876	250	29	,	,	PUNCT
easat-8876	250	30	broadcasting	broadcasting	NOUN
easat-8876	250	31	and	and	CCONJ
easat-8876	250	32	communication	communication	NOUN
easat-8876	250	33	,	,	PUNCT
easat-8876	250	34	vol	vol	NOUN
easat-8876	250	35	.	.	PROPN
easat-8876	251	1	16	16	NUM
easat-8876	251	2	,	,	PUNCT
easat-8876	251	3	no	no	INTJ
easat-8876	251	4	.	.	NOUN
easat-8876	251	5	1	1	NUM
easat-8876	251	6	,	,	PUNCT
easat-8876	251	7	pp	pp	ADJ
easat-8876	251	8	.	.	PUNCT
easat-8876	252	1	80	80	NUM
easat-8876	252	2	-	-	SYM
easat-8876	252	3	85	85	NUM
easat-8876	252	4	,	,	PUNCT
easat-8876	252	5	2024	2024	NUM
easat-8876	252	6	.	.	PUNCT
easat-8876	253	1	https://doi.org/10.7236/ijibc.2024.16.1.80	https://doi.org/10.7236/ijibc.2024.16.1.80	PROPN
easat-8876	253	2	[	[	X
easat-8876	253	3	8	8	NUM
easat-8876	253	4	]	]	X
easat-8876	253	5	g.	g.	PROPN
easat-8876	253	6	b.	b.	PROPN
easat-8876	253	7	takala	takala	PROPN
easat-8876	253	8	,	,	PUNCT
easat-8876	253	9	"	"	PUNCT
easat-8876	253	10	the	the	DET
easat-8876	253	11	interactive	interactive	ADJ
easat-8876	253	12	creativity	creativity	NOUN
easat-8876	253	13	of	of	ADP
easat-8876	253	14	the	the	DET
easat-8876	253	15	digital	digital	ADJ
easat-8876	253	16	era	era	NOUN
easat-8876	253	17	:	:	PUNCT
easat-8876	253	18	exploring	explore	VERB
easat-8876	253	19	how	how	SCONJ
easat-8876	253	20	media	medium	NOUN
easat-8876	253	21	art	art	NOUN
easat-8876	253	22	redefines	redefine	VERB
easat-8876	253	23	the	the	DET
easat-8876	253	24	relationship	relationship	NOUN
easat-8876	253	25	between	between	ADP
easat-8876	253	26	audience	audience	NOUN
easat-8876	253	27	and	and	CCONJ
easat-8876	253	28	artwork	artwork	NOUN
easat-8876	253	29	,	,	PUNCT
easat-8876	253	30	"	"	PUNCT
easat-8876	253	31	studies	study	NOUN
easat-8876	253	32	in	in	ADP
easat-8876	253	33	art	art	NOUN
easat-8876	253	34	and	and	CCONJ
easat-8876	253	35	architecture	architecture	NOUN
easat-8876	253	36	,	,	PUNCT
easat-8876	253	37	vol	vol	NOUN
easat-8876	253	38	.	.	PROPN
easat-8876	253	39	2	2	NUM
easat-8876	253	40	,	,	PUNCT
easat-8876	253	41	no	no	INTJ
easat-8876	253	42	.	.	NOUN
easat-8876	253	43	3	3	NUM
easat-8876	253	44	,	,	PUNCT
easat-8876	253	45	pp	pp	ADJ
easat-8876	253	46	.	.	PUNCT
easat-8876	254	1	28	28	NUM
easat-8876	254	2	-	-	SYM
easat-8876	254	3	44	44	NUM
easat-8876	254	4	,	,	PUNCT
easat-8876	254	5	2023	2023	NUM
easat-8876	254	6	.	.	PUNCT
easat-8876	255	1	https://doi.org/10.56397/saa.2023.09.04	https://doi.org/10.56397/saa.2023.09.04	NOUN
easat-8876	255	2	[	[	X
easat-8876	255	3	9	9	NUM
easat-8876	255	4	]	]	X
easat-8876	255	5	c.	c.	PROPN
easat-8876	255	6	chen	chen	PROPN
easat-8876	255	7	,	,	PUNCT
easat-8876	255	8	"	"	PUNCT
easat-8876	255	9	study	study	NOUN
easat-8876	255	10	on	on	ADP
easat-8876	255	11	the	the	DET
easat-8876	255	12	innovative	innovative	ADJ
easat-8876	255	13	development	development	NOUN
easat-8876	255	14	of	of	ADP
easat-8876	255	15	digital	digital	ADJ
easat-8876	255	16	media	medium	NOUN
easat-8876	255	17	art	art	NOUN
easat-8876	255	18	in	in	ADP
easat-8876	255	19	the	the	DET
easat-8876	255	20	context	context	NOUN
easat-8876	255	21	of	of	ADP
easat-8876	255	22	artificial	artificial	ADJ
easat-8876	255	23	intelligence	intelligence	NOUN
easat-8876	255	24	,	,	PUNCT
easat-8876	255	25	"	"	PUNCT
easat-8876	255	26	computational	computational	ADJ
easat-8876	255	27	intelligence	intelligence	NOUN
easat-8876	255	28	and	and	CCONJ
easat-8876	255	29	neuroscience	neuroscience	NOUN
easat-8876	255	30	,	,	PUNCT
easat-8876	255	31	vol	vol	NOUN
easat-8876	255	32	.	.	NOUN
easat-8876	255	33	2022	2022	NUM
easat-8876	255	34	,	,	PUNCT
easat-8876	255	35	no	no	INTJ
easat-8876	255	36	.	.	NOUN
easat-8876	255	37	1	1	NUM
easat-8876	255	38	,	,	PUNCT
easat-8876	255	39	p.	p.	NOUN
easat-8876	255	40	1004204	1004204	NUM
easat-8876	255	41	,	,	PUNCT
easat-8876	255	42	2022	2022	NUM
easat-8876	255	43	.	.	PUNCT
easat-8876	256	1	https://doi.org/10.1155/2022/1004204	https://doi.org/10.1155/2022/1004204	PROPN
easat-8876	257	1	[	[	X
easat-8876	257	2	10	10	NUM
easat-8876	257	3	]	]	PUNCT
easat-8876	257	4	z.	z.	PROPN
easat-8876	257	5	gao	gao	PROPN
easat-8876	257	6	and	and	CCONJ
easat-8876	257	7	j.	j.	PROPN
easat-8876	257	8	huang	huang	PROPN
easat-8876	257	9	,	,	PUNCT
easat-8876	257	10	"	"	PUNCT
easat-8876	257	11	human	human	ADJ
easat-8876	257	12	-	-	PUNCT
easat-8876	257	13	computer	computer	NOUN
easat-8876	257	14	interaction	interaction	NOUN
easat-8876	257	15	emotional	emotional	ADJ
easat-8876	257	16	design	design	NOUN
easat-8876	257	17	and	and	CCONJ
easat-8876	257	18	innovative	innovative	ADJ
easat-8876	257	19	cultural	cultural	ADJ
easat-8876	257	20	and	and	CCONJ
easat-8876	257	21	creative	creative	ADJ
easat-8876	257	22	product	product	NOUN
easat-8876	257	23	design	design	NOUN
easat-8876	257	24	,	,	PUNCT
easat-8876	257	25	"	"	PUNCT
easat-8876	257	26	frontiers	frontier	NOUN
easat-8876	257	27	in	in	ADP
easat-8876	257	28	psychology	psychology	NOUN
easat-8876	257	29	,	,	PUNCT
easat-8876	257	30	vol	vol	NOUN
easat-8876	257	31	.	.	PROPN
easat-8876	257	32	13	13	NUM
easat-8876	257	33	,	,	PUNCT
easat-8876	257	34	p.	p.	NOUN
easat-8876	257	35	982303	982303	NUM
easat-8876	257	36	,	,	PUNCT
easat-8876	257	37	2022	2022	NUM
easat-8876	257	38	.	.	PUNCT
easat-8876	258	1	https://doi.org/10.3389/fpsyg.2022.982303	https://doi.org/10.3389/fpsyg.2022.982303	PROPN
easat-8876	258	2	[	[	X
easat-8876	258	3	11	11	NUM
easat-8876	258	4	]	]	PUNCT
easat-8876	258	5	x.	x.	PROPN
easat-8876	258	6	rui	rui	PROPN
easat-8876	258	7	,	,	PUNCT
easat-8876	258	8	"	"	PUNCT
easat-8876	258	9	a	a	DET
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easat-8876	258	15	for	for	ADP
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easat-8876	258	17	of	of	ADP
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easat-8876	258	19	elements	element	NOUN
easat-8876	258	20	in	in	ADP
easat-8876	258	21	art	art	NOUN
easat-8876	258	22	design	design	NOUN
easat-8876	258	23	,	,	PUNCT
easat-8876	258	24	"	"	PUNCT
easat-8876	258	25	peerj	peerj	NOUN
easat-8876	258	26	computer	computer	NOUN
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easat-8876	258	28	,	,	PUNCT
easat-8876	258	29	vol	vol	NOUN
easat-8876	258	30	.	.	NOUN
easat-8876	258	31	9	9	NUM
easat-8876	258	32	,	,	PUNCT
easat-8876	258	33	p.	p.	NOUN
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easat-8876	258	35	,	,	PUNCT
easat-8876	258	36	2023	2023	NUM
easat-8876	258	37	.	.	PUNCT
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easat-8876	259	1	[	[	X
easat-8876	259	2	12	12	NUM
easat-8876	259	3	]	]	X
easat-8876	259	4	h.	h.	PROPN
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easat-8876	259	6	and	and	CCONJ
easat-8876	259	7	t.	t.	PROPN
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easat-8876	259	16	artwork	artwork	NOUN
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easat-8876	259	20	neural	neural	ADJ
easat-8876	259	21	network	network	NOUN
easat-8876	259	22	algorithm	algorithm	NOUN
easat-8876	259	23	and	and	CCONJ
easat-8876	259	24	internet	internet	NOUN
easat-8876	259	25	of	of	ADP
easat-8876	259	26	things	thing	NOUN
easat-8876	259	27	,	,	PUNCT
easat-8876	259	28	"	"	PUNCT
easat-8876	259	29	computer	computer	NOUN
easat-8876	259	30	-	-	PUNCT
easat-8876	259	31	aided	aid	VERB
easat-8876	259	32	design	design	NOUN
easat-8876	259	33	and	and	CCONJ
easat-8876	259	34	applications	application	NOUN
easat-8876	259	35	,	,	PUNCT
easat-8876	259	36	vol	vol	NOUN
easat-8876	259	37	.	.	PROPN
easat-8876	259	38	21	21	NUM
easat-8876	259	39	,	,	PUNCT
easat-8876	259	40	pp	pp	ADJ
easat-8876	259	41	.	.	PUNCT
easat-8876	260	1	92	92	NUM
easat-8876	260	2	-	-	SYM
easat-8876	260	3	104	104	NUM
easat-8876	260	4	,	,	PUNCT
easat-8876	260	5	2023	2023	NUM
easat-8876	260	6	.	.	PUNCT
easat-8876	261	1	[	[	X
easat-8876	261	2	13	13	NUM
easat-8876	261	3	]	]	X
easat-8876	261	4	w.	w.	PROPN
easat-8876	261	5	guo	guo	PROPN
easat-8876	261	6	and	and	CCONJ
easat-8876	261	7	h.	h.	PROPN
easat-8876	261	8	ye	ye	PROPN
easat-8876	261	9	,	,	PUNCT
easat-8876	261	10	"	"	PUNCT
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easat-8876	261	12	analysis	analysis	NOUN
easat-8876	261	13	and	and	CCONJ
easat-8876	261	14	expression	expression	NOUN
easat-8876	261	15	in	in	ADP
easat-8876	261	16	advertising	advertising	NOUN
easat-8876	261	17	art	art	NOUN
easat-8876	261	18	design	design	NOUN
easat-8876	261	19	based	base	VERB
easat-8876	261	20	on	on	ADP
easat-8876	261	21	deep	deep	ADJ
easat-8876	261	22	learning	learning	NOUN
easat-8876	261	23	algorithms	algorithm	NOUN
easat-8876	261	24	,	,	PUNCT
easat-8876	261	25	"	"	PUNCT
easat-8876	261	26	computer	computer	NOUN
easat-8876	261	27	-	-	PUNCT
easat-8876	261	28	aided	aid	VERB
easat-8876	261	29	design	design	NOUN
easat-8876	261	30	and	and	CCONJ
easat-8876	261	31	applications	application	NOUN
easat-8876	261	32	,	,	PUNCT
easat-8876	261	33	vol	vol	NOUN
easat-8876	261	34	.	.	PROPN
easat-8876	261	35	15	15	NUM
easat-8876	261	36	,	,	PUNCT
easat-8876	261	37	pp	pp	ADJ
easat-8876	261	38	.	.	PUNCT
easat-8876	262	1	147–162	147–162	NUM
easat-8876	262	2	,	,	PUNCT
easat-8876	262	3	2024	2024	NUM
easat-8876	262	4	.	.	PUNCT
easat-8876	263	1	[	[	X
easat-8876	263	2	14	14	NUM
easat-8876	263	3	]	]	X
easat-8876	263	4	j.	j.	PROPN
easat-8876	263	5	li	li	PROPN
easat-8876	263	6	and	and	CCONJ
easat-8876	263	7	y.	y.	PROPN
easat-8876	263	8	liang	liang	PROPN
easat-8876	263	9	,	,	PUNCT
easat-8876	263	10	"	"	PUNCT
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easat-8876	263	12	on	on	ADP
easat-8876	263	13	the	the	DET
easat-8876	263	14	application	application	NOUN
easat-8876	263	15	of	of	ADP
easat-8876	263	16	digital	digital	ADJ
easat-8876	263	17	media	medium	NOUN
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easat-8876	263	19	in	in	ADP
easat-8876	263	20	media	medium	NOUN
easat-8876	263	21	convergence	convergence	NOUN
easat-8876	263	22	,	,	PUNCT
easat-8876	263	23	"	"	PUNCT
easat-8876	263	24	presented	present	VERB
easat-8876	263	25	at	at	ADP
easat-8876	263	26	the	the	DET
easat-8876	263	27	ieee	ieee	NOUN
easat-8876	263	28	sixth	sixth	ADJ
easat-8876	263	29	international	international	ADJ
easat-8876	263	30	conference	conference	NOUN
easat-8876	263	31	on	on	ADP
easat-8876	263	32	data	datum	NOUN
easat-8876	263	33	science	science	NOUN
easat-8876	263	34	in	in	ADP
easat-8876	263	35	cyberspace	cyberspace	NOUN
easat-8876	263	36	(	(	PUNCT
easat-8876	263	37	dsc	dsc	NOUN
easat-8876	263	38	)	)	PUNCT
easat-8876	263	39	(	(	PUNCT
easat-8876	263	40	pp	pp	ADV
easat-8876	263	41	.	.	PUNCT
easat-8876	264	1	462–465	462–465	NUM
easat-8876	264	2	)	)	PUNCT
easat-8876	264	3	.	.	PUNCT
easat-8876	265	1	ieee	ieee	PROPN
easat-8876	265	2	.	.	PUNCT
easat-8876	266	1	https://doi.org/10.1109/dsc53577.2021.00074	https://doi.org/10.1109/dsc53577.2021.00074	PROPN
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