id	sid	tid	token	lemma	pos
ajema-7186	1	1	174	174	NUM
ajema-7186	1	2	journal	journal	NOUN
ajema-7186	1	3	of	of	ADP
ajema-7186	1	4	engineering	engineering	NOUN
ajema-7186	1	5	,	,	PUNCT
ajema-7186	1	6	mechanics	mechanic	NOUN
ajema-7186	1	7	and	and	CCONJ
ajema-7186	1	8	architecture	architecture	NOUN
ajema-7186	1	9	www	www	NOUN
ajema-7186	1	10	.	.	PUNCT
ajema-7186	2	1	grnjournal.us	grnjournal.us	PROPN
ajema-7186	2	2	american	american	PROPN
ajema-7186	2	3	journal	journal	PROPN
ajema-7186	2	4	of	of	ADP
ajema-7186	2	5	engineering	engineering	NOUN
ajema-7186	2	6	,	,	PUNCT
ajema-7186	2	7	mechanics	mechanic	NOUN
ajema-7186	2	8	and	and	CCONJ
ajema-7186	2	9	architecture	architecture	NOUN
ajema-7186	2	10	volume	volume	NOUN
ajema-7186	2	11	3	3	NUM
ajema-7186	2	12	,	,	PUNCT
ajema-7186	2	13	issue	issue	NOUN
ajema-7186	2	14	3	3	NUM
ajema-7186	2	15	,	,	PUNCT
ajema-7186	2	16	2025	2025	NUM
ajema-7186	2	17	issn	issn	X
ajema-7186	2	18	(	(	PUNCT
ajema-7186	2	19	e	e	NOUN
ajema-7186	2	20	):	):	PUNCT
ajema-7186	2	21	2993	2993	NUM
ajema-7186	2	22	-	-	SYM
ajema-7186	2	23	2637	2637	NUM
ajema-7186	2	24	emotion	emotion	NOUN
ajema-7186	2	25	-	-	PUNCT
ajema-7186	2	26	based	base	VERB
ajema-7186	2	27	music	music	NOUN
ajema-7186	2	28	recommendation	recommendation	NOUN
ajema-7186	2	29	system	system	NOUN
ajema-7186	2	30	using	use	VERB
ajema-7186	2	31	facial	facial	ADJ
ajema-7186	2	32	expression	expression	NOUN
ajema-7186	2	33	recognition	recognition	NOUN
ajema-7186	2	34	s.	s.	PROPN
ajema-7186	2	35	manimaran	manimaran	PROPN
ajema-7186	2	36	,	,	PUNCT
ajema-7186	2	37	s.	s.	PROPN
ajema-7186	2	38	r.	r.	PROPN
ajema-7186	2	39	saranya	saranya	PROPN
ajema-7186	2	40	,	,	PUNCT
ajema-7186	2	41	n.	n.	PROPN
ajema-7186	2	42	selvam	selvam	PROPN
ajema-7186	2	43	,	,	PUNCT
ajema-7186	2	44	s.	s.	PROPN
ajema-7186	2	45	benitta	benitta	PROPN
ajema-7186	2	46	sherine	sherine	PROPN
ajema-7186	2	47	dhaanish	dhaanish	PROPN
ajema-7186	2	48	ahmed	ahmed	PROPN
ajema-7186	2	49	college	college	PROPN
ajema-7186	2	50	of	of	ADP
ajema-7186	2	51	engineering	engineering	PROPN
ajema-7186	2	52	,	,	PUNCT
ajema-7186	2	53	chennai	chennai	PROPN
ajema-7186	2	54	,	,	PUNCT
ajema-7186	2	55	tamil	tamil	PROPN
ajema-7186	2	56	nadu	nadu	PROPN
ajema-7186	2	57	,	,	PUNCT
ajema-7186	2	58	india	india	PROPN
ajema-7186	2	59	.	.	PUNCT
ajema-7186	3	1	manimaran@dhaanishcollege.in	manimaran@dhaanishcollege.in	PROPN
ajema-7186	3	2	abstract	abstract	ADJ
ajema-7186	3	3	:	:	PUNCT
ajema-7186	3	4	smartphone	smartphone	NOUN
ajema-7186	3	5	music	music	NOUN
ajema-7186	3	6	player	player	NOUN
ajema-7186	3	7	technology	technology	NOUN
ajema-7186	3	8	is	be	AUX
ajema-7186	3	9	advancing	advance	VERB
ajema-7186	3	10	rapidly	rapidly	ADV
ajema-7186	3	11	.	.	PUNCT
ajema-7186	4	1	users	user	NOUN
ajema-7186	4	2	can	can	AUX
ajema-7186	4	3	now	now	ADV
ajema-7186	4	4	access	access	VERB
ajema-7186	4	5	millions	million	NOUN
ajema-7186	4	6	of	of	ADP
ajema-7186	4	7	tracks	track	NOUN
ajema-7186	4	8	online	online	ADJ
ajema-7186	4	9	.	.	PUNCT
ajema-7186	5	1	one	one	NUM
ajema-7186	5	2	of	of	ADP
ajema-7186	5	3	the	the	DET
ajema-7186	5	4	toughest	tough	ADJ
ajema-7186	5	5	challenges	challenge	NOUN
ajema-7186	5	6	is	be	AUX
ajema-7186	5	7	choosing	choose	VERB
ajema-7186	5	8	favourite	favourite	ADJ
ajema-7186	5	9	songs	song	NOUN
ajema-7186	5	10	from	from	ADP
ajema-7186	5	11	these	these	DET
ajema-7186	5	12	massive	massive	ADJ
ajema-7186	5	13	libraries	library	NOUN
ajema-7186	5	14	.	.	PUNCT
ajema-7186	6	1	each	each	DET
ajema-7186	6	2	user	user	NOUN
ajema-7186	6	3	has	have	VERB
ajema-7186	6	4	unique	unique	ADJ
ajema-7186	6	5	music	music	NOUN
ajema-7186	6	6	tastes	taste	NOUN
ajema-7186	6	7	.	.	PUNCT
ajema-7186	7	1	music	music	NOUN
ajema-7186	7	2	choice	choice	NOUN
ajema-7186	7	3	depends	depend	VERB
ajema-7186	7	4	on	on	ADP
ajema-7186	7	5	mood	mood	NOUN
ajema-7186	7	6	and	and	CCONJ
ajema-7186	7	7	environment	environment	NOUN
ajema-7186	7	8	.	.	PUNCT
ajema-7186	8	1	every	every	DET
ajema-7186	8	2	day	day	NOUN
ajema-7186	8	3	,	,	PUNCT
ajema-7186	8	4	new	new	ADJ
ajema-7186	8	5	people	people	NOUN
ajema-7186	8	6	and	and	CCONJ
ajema-7186	8	7	goods	good	NOUN
ajema-7186	8	8	appear	appear	VERB
ajema-7186	8	9	,	,	PUNCT
ajema-7186	8	10	and	and	CCONJ
ajema-7186	8	11	the	the	DET
ajema-7186	8	12	system	system	NOUN
ajema-7186	8	13	must	must	AUX
ajema-7186	8	14	respond	respond	VERB
ajema-7186	8	15	quickly	quickly	ADV
ajema-7186	8	16	.	.	PUNCT
ajema-7186	9	1	music	music	NOUN
ajema-7186	9	2	recommendation	recommendation	NOUN
ajema-7186	9	3	algorithms	algorithm	NOUN
ajema-7186	9	4	have	have	AUX
ajema-7186	9	5	transformed	transform	VERB
ajema-7186	9	6	music	music	NOUN
ajema-7186	9	7	discovery	discovery	NOUN
ajema-7186	9	8	and	and	CCONJ
ajema-7186	9	9	listening	listen	VERB
ajema-7186	9	10	by	by	ADP
ajema-7186	9	11	customising	customise	VERB
ajema-7186	9	12	playlists	playlist	NOUN
ajema-7186	9	13	.	.	PUNCT
ajema-7186	10	1	this	this	DET
ajema-7186	10	2	study	study	NOUN
ajema-7186	10	3	personalises	personalise	NOUN
ajema-7186	10	4	and	and	CCONJ
ajema-7186	10	5	emotionalises	emotionalise	NOUN
ajema-7186	10	6	recommendations	recommendation	NOUN
ajema-7186	10	7	using	use	VERB
ajema-7186	10	8	realtime	realtime	NOUN
ajema-7186	10	9	face	face	NOUN
ajema-7186	10	10	expression	expression	NOUN
ajema-7186	10	11	analysis	analysis	NOUN
ajema-7186	10	12	.	.	PUNCT
ajema-7186	11	1	the	the	DET
ajema-7186	11	2	technology	technology	NOUN
ajema-7186	11	3	enhances	enhance	VERB
ajema-7186	11	4	your	your	PRON
ajema-7186	11	5	music	music	NOUN
ajema-7186	11	6	listening	listen	VERB
ajema-7186	11	7	experience	experience	NOUN
ajema-7186	11	8	by	by	ADP
ajema-7186	11	9	merging	merge	VERB
ajema-7186	11	10	computer	computer	NOUN
ajema-7186	11	11	vision	vision	NOUN
ajema-7186	11	12	and	and	CCONJ
ajema-7186	11	13	emotion	emotion	NOUN
ajema-7186	11	14	recognition	recognition	NOUN
ajema-7186	11	15	.	.	PUNCT
ajema-7186	12	1	this	this	DET
ajema-7186	12	2	project	project	NOUN
ajema-7186	12	3	affects	affect	VERB
ajema-7186	12	4	more	more	ADJ
ajema-7186	12	5	than	than	ADP
ajema-7186	12	6	music	music	NOUN
ajema-7186	12	7	platforms	platform	NOUN
ajema-7186	12	8	and	and	CCONJ
ajema-7186	12	9	content	content	NOUN
ajema-7186	12	10	distribution	distribution	NOUN
ajema-7186	12	11	.	.	PUNCT
ajema-7186	13	1	discover	discover	VERB
ajema-7186	13	2	and	and	CCONJ
ajema-7186	13	3	express	express	VERB
ajema-7186	13	4	your	your	PRON
ajema-7186	13	5	emotions	emotion	NOUN
ajema-7186	13	6	through	through	ADP
ajema-7186	13	7	music	music	NOUN
ajema-7186	13	8	in	in	ADP
ajema-7186	13	9	the	the	DET
ajema-7186	13	10	global	global	ADJ
ajema-7186	13	11	language	language	NOUN
ajema-7186	13	12	with	with	ADP
ajema-7186	13	13	rapid	rapid	ADJ
ajema-7186	13	14	emotional	emotional	ADJ
ajema-7186	13	15	insight	insight	NOUN
ajema-7186	13	16	.	.	PUNCT
ajema-7186	14	1	this	this	DET
ajema-7186	14	2	research	research	NOUN
ajema-7186	14	3	will	will	AUX
ajema-7186	14	4	also	also	ADV
ajema-7186	14	5	change	change	VERB
ajema-7186	14	6	the	the	DET
ajema-7186	14	7	conversation	conversation	NOUN
ajema-7186	14	8	about	about	ADP
ajema-7186	14	9	data	datum	NOUN
ajema-7186	14	10	protection	protection	NOUN
ajema-7186	14	11	,	,	PUNCT
ajema-7186	14	12	responsible	responsible	ADJ
ajema-7186	14	13	data	data	NOUN
ajema-7186	14	14	use	use	NOUN
ajema-7186	14	15	,	,	PUNCT
ajema-7186	14	16	and	and	CCONJ
ajema-7186	14	17	emotion	emotion	NOUN
ajema-7186	14	18	-	-	PUNCT
ajema-7186	14	19	based	base	VERB
ajema-7186	14	20	computing	computing	NOUN
ajema-7186	14	21	.	.	PUNCT
ajema-7186	15	1	it	it	PRON
ajema-7186	15	2	connects	connect	VERB
ajema-7186	15	3	our	our	PRON
ajema-7186	15	4	emotions	emotion	NOUN
ajema-7186	15	5	to	to	ADP
ajema-7186	15	6	the	the	DET
ajema-7186	15	7	digital	digital	ADJ
ajema-7186	15	8	world	world	NOUN
ajema-7186	15	9	in	in	ADP
ajema-7186	15	10	a	a	DET
ajema-7186	15	11	new	new	ADJ
ajema-7186	15	12	way	way	NOUN
ajema-7186	15	13	.	.	PUNCT
ajema-7186	16	1	a	a	DET
ajema-7186	16	2	music	music	NOUN
ajema-7186	16	3	recommendation	recommendation	NOUN
ajema-7186	16	4	system	system	NOUN
ajema-7186	16	5	gives	give	VERB
ajema-7186	16	6	consumers	consumer	NOUN
ajema-7186	16	7	personalised	personalise	VERB
ajema-7186	16	8	song	song	NOUN
ajema-7186	16	9	suggestions	suggestion	NOUN
ajema-7186	16	10	based	base	VERB
ajema-7186	16	11	on	on	ADP
ajema-7186	16	12	their	their	PRON
ajema-7186	16	13	listening	listen	VERB
ajema-7186	16	14	history	history	NOUN
ajema-7186	16	15	and	and	CCONJ
ajema-7186	16	16	interests	interest	NOUN
ajema-7186	16	17	.	.	PUNCT
ajema-7186	17	1	to	to	PART
ajema-7186	17	2	find	find	VERB
ajema-7186	17	3	patterns	pattern	NOUN
ajema-7186	17	4	and	and	CCONJ
ajema-7186	17	5	provide	provide	VERB
ajema-7186	17	6	recommendations	recommendation	NOUN
ajema-7186	17	7	,	,	PUNCT
ajema-7186	17	8	machine	machine	NOUN
ajema-7186	17	9	learning	learn	VERB
ajema-7186	17	10	algorithms	algorithm	NOUN
ajema-7186	17	11	analyse	analyse	VERB
ajema-7186	17	12	users	user	NOUN
ajema-7186	17	13	'	'	PART
ajema-7186	17	14	listening	listening	NOUN
ajema-7186	17	15	habits	habit	NOUN
ajema-7186	17	16	,	,	PUNCT
ajema-7186	17	17	song	song	NOUN
ajema-7186	17	18	and	and	CCONJ
ajema-7186	17	19	artist	artist	NOUN
ajema-7186	17	20	data	datum	NOUN
ajema-7186	17	21	.	.	PUNCT
ajema-7186	18	1	this	this	DET
ajema-7186	18	2	paper	paper	NOUN
ajema-7186	18	3	describes	describe	VERB
ajema-7186	18	4	the	the	DET
ajema-7186	18	5	machine	machine	NOUN
ajema-7186	18	6	learning	learn	VERB
ajema-7186	18	7	music	music	NOUN
ajema-7186	18	8	recommendation	recommendation	NOUN
ajema-7186	18	9	system	system	NOUN
ajema-7186	18	10	development	development	NOUN
ajema-7186	18	11	process	process	NOUN
ajema-7186	18	12	,	,	PUNCT
ajema-7186	18	13	including	include	VERB
ajema-7186	18	14	data	data	NOUN
ajema-7186	18	15	collection	collection	NOUN
ajema-7186	18	16	,	,	PUNCT
ajema-7186	18	17	preprocessing	preprocessing	NOUN
ajema-7186	18	18	,	,	PUNCT
ajema-7186	18	19	feature	feature	NOUN
ajema-7186	18	20	extraction	extraction	NOUN
ajema-7186	18	21	,	,	PUNCT
ajema-7186	18	22	model	model	NOUN
ajema-7186	18	23	selection	selection	NOUN
ajema-7186	18	24	,	,	PUNCT
ajema-7186	18	25	training	training	NOUN
ajema-7186	18	26	,	,	PUNCT
ajema-7186	18	27	recommendation	recommendation	NOUN
ajema-7186	18	28	production	production	NOUN
ajema-7186	18	29	,	,	PUNCT
ajema-7186	18	30	and	and	CCONJ
ajema-7186	18	31	evaluation	evaluation	NOUN
ajema-7186	18	32	.	.	PUNCT
ajema-7186	19	1	the	the	DET
ajema-7186	19	2	technology	technology	NOUN
ajema-7186	19	3	gives	give	VERB
ajema-7186	19	4	consumers	consumer	NOUN
ajema-7186	19	5	personalised	personalise	VERB
ajema-7186	19	6	music	music	NOUN
ajema-7186	19	7	recommendations	recommendation	NOUN
ajema-7186	19	8	based	base	VERB
ajema-7186	19	9	on	on	ADP
ajema-7186	19	10	their	their	PRON
ajema-7186	19	11	tastes	taste	NOUN
ajema-7186	19	12	to	to	PART
ajema-7186	19	13	improve	improve	VERB
ajema-7186	19	14	music	music	NOUN
ajema-7186	19	15	discovery	discovery	NOUN
ajema-7186	19	16	.	.	PUNCT
ajema-7186	20	1	a	a	DET
ajema-7186	20	2	music	music	NOUN
ajema-7186	20	3	recommendation	recommendation	NOUN
ajema-7186	20	4	system	system	NOUN
ajema-7186	20	5	can	can	AUX
ajema-7186	20	6	help	help	VERB
ajema-7186	20	7	consumers	consumer	NOUN
ajema-7186	20	8	find	find	VERB
ajema-7186	20	9	new	new	ADJ
ajema-7186	20	10	songs	song	NOUN
ajema-7186	20	11	and	and	CCONJ
ajema-7186	20	12	make	make	VERB
ajema-7186	20	13	music	music	NOUN
ajema-7186	20	14	listening	listen	VERB
ajema-7186	20	15	more	more	ADJ
ajema-7186	20	16	fun	fun	NOUN
ajema-7186	20	17	.	.	PUNCT
ajema-7186	21	1	keywords	keyword	NOUN
ajema-7186	21	2	:	:	PUNCT
ajema-7186	21	3	music	music	NOUN
ajema-7186	21	4	platforms	platform	NOUN
ajema-7186	21	5	;	;	PUNCT
ajema-7186	21	6	content	content	NOUN
ajema-7186	21	7	delivery	delivery	NOUN
ajema-7186	21	8	;	;	PUNCT
ajema-7186	21	9	machine	machine	NOUN
ajema-7186	21	10	learning	learning	NOUN
ajema-7186	21	11	algorithms	algorithm	NOUN
ajema-7186	21	12	;	;	PUNCT
ajema-7186	21	13	emotion	emotion	NOUN
ajema-7186	21	14	recognition	recognition	NOUN
ajema-7186	21	15	;	;	PUNCT
ajema-7186	21	16	data	datum	NOUN
ajema-7186	21	17	usage	usage	NOUN
ajema-7186	21	18	and	and	CCONJ
ajema-7186	21	19	user	user	NOUN
ajema-7186	21	20	privacy	privacy	NOUN
ajema-7186	21	21	,	,	PUNCT
ajema-7186	21	22	discovery	discovery	NOUN
ajema-7186	21	23	experience	experience	NOUN
ajema-7186	21	24	.	.	PUNCT
ajema-7186	22	1	introduction	introduction	NOUN
ajema-7186	22	2	music	music	NOUN
ajema-7186	22	3	recommendations	recommendation	NOUN
ajema-7186	22	4	are	be	AUX
ajema-7186	22	5	system	system	NOUN
ajema-7186	22	6	-	-	PUNCT
ajema-7186	22	7	generated	generate	VERB
ajema-7186	22	8	and	and	CCONJ
ajema-7186	22	9	the	the	DET
ajema-7186	22	10	logic	logic	NOUN
ajema-7186	22	11	behind	behind	ADP
ajema-7186	22	12	them	they	PRON
ajema-7186	22	13	is	be	AUX
ajema-7186	22	14	nothing	nothing	PRON
ajema-7186	22	15	but	but	SCONJ
ajema-7186	22	16	machine	machine	NOUN
ajema-7186	22	17	learning	learning	NOUN
ajema-7186	22	18	.	.	PUNCT
ajema-7186	23	1	music	music	NOUN
ajema-7186	23	2	listeners	listener	NOUN
ajema-7186	23	3	have	have	VERB
ajema-7186	23	4	a	a	DET
ajema-7186	23	5	tough	tough	ADJ
ajema-7186	23	6	time	time	NOUN
ajema-7186	23	7	creating	create	VERB
ajema-7186	23	8	and	and	CCONJ
ajema-7186	23	9	segregating	segregate	VERB
ajema-7186	23	10	the	the	DET
ajema-7186	23	11	playlist	playlist	NOUN
ajema-7186	23	12	manually	manually	ADV
ajema-7186	23	13	when	when	SCONJ
ajema-7186	23	14	they	they	PRON
ajema-7186	23	15	have	have	VERB
ajema-7186	23	16	hundreds	hundred	NOUN
ajema-7186	23	17	of	of	ADP
ajema-7186	23	18	songs	song	NOUN
ajema-7186	23	19	.	.	PUNCT
ajema-7186	24	1	it	it	PRON
ajema-7186	24	2	is	be	AUX
ajema-7186	24	3	also	also	ADV
ajema-7186	24	4	difficult	difficult	ADJ
ajema-7186	24	5	to	to	PART
ajema-7186	24	6	keep	keep	VERB
ajema-7186	24	7	track	track	NOUN
ajema-7186	24	8	of	of	ADP
ajema-7186	24	9	all	all	DET
ajema-7186	24	10	the	the	DET
ajema-7186	24	11	songs	song	NOUN
ajema-7186	24	12	.	.	PUNCT
ajema-7186	25	1	sometimes	sometimes	ADV
ajema-7186	25	2	songs	song	NOUN
ajema-7186	25	3	that	that	PRON
ajema-7186	25	4	are	be	AUX
ajema-7186	25	5	added	add	VERB
ajema-7186	25	6	and	and	CCONJ
ajema-7186	25	7	never	never	ADV
ajema-7186	25	8	used	use	VERB
ajema-7186	25	9	,	,	PUNCT
ajema-7186	25	10	wasting	waste	VERB
ajema-7186	25	11	a	a	DET
ajema-7186	25	12	lot	lot	NOUN
ajema-7186	25	13	of	of	ADP
ajema-7186	25	14	device	device	NOUN
ajema-7186	25	15	memory	memory	NOUN
ajema-7186	25	16	and	and	CCONJ
ajema-7186	25	17	forcing	force	VERB
ajema-7186	25	18	the	the	DET
ajema-7186	25	19	user	user	NOUN
ajema-7186	25	20	to	to	PART
ajema-7186	25	21	find	find	VERB
ajema-7186	25	22	and	and	CCONJ
ajema-7186	25	23	delete	delete	ADJ
ajema-7186	25	24	songs	song	NOUN
ajema-7186	25	25	manually	manually	ADV
ajema-7186	26	1	[	[	X
ajema-7186	26	2	1	1	NUM
ajema-7186	26	3	]	]	PUNCT
ajema-7186	26	4	.	.	PUNCT
ajema-7186	27	1	users	user	NOUN
ajema-7186	27	2	have	have	VERB
ajema-7186	27	3	to	to	PART
ajema-7186	27	4	manually	manually	ADV
ajema-7186	27	5	select	select	VERB
ajema-7186	27	6	songs	song	NOUN
ajema-7186	27	7	every	every	DET
ajema-7186	27	8	time	time	NOUN
ajema-7186	27	9	based	base	VERB
ajema-7186	27	10	on	on	ADP
ajema-7186	27	11	interest	interest	NOUN
ajema-7186	27	12	and	and	CCONJ
ajema-7186	27	13	mood	mood	NOUN
ajema-7186	27	14	.	.	PUNCT
ajema-7186	28	1	users	user	NOUN
ajema-7186	28	2	also	also	ADV
ajema-7186	28	3	have	have	VERB
ajema-7186	28	4	difficulty	difficulty	NOUN
ajema-7186	28	5	reorganizing	reorganize	VERB
ajema-7186	28	6	and	and	CCONJ
ajema-7186	28	7	playing	play	VERB
ajema-7186	28	8	music	music	NOUN
ajema-7186	28	9	when	when	SCONJ
ajema-7186	28	10	play	play	NOUN
ajema-7186	28	11	-	-	PUNCT
ajema-7186	28	12	style	style	NOUN
ajema-7186	28	13	varies	varie	NOUN
ajema-7186	28	14	.	.	PUNCT
ajema-7186	29	1	so	so	ADV
ajema-7186	29	2	,	,	PUNCT
ajema-7186	29	3	we	we	PRON
ajema-7186	29	4	have	have	AUX
ajema-7186	29	5	used	use	VERB
ajema-7186	29	6	the	the	DET
ajema-7186	29	7	machine	machine	NOUN
ajema-7186	29	8	learning	learning	NOUN
ajema-7186	29	9	concept	concept	NOUN
ajema-7186	29	10	which	which	PRON
ajema-7186	29	11	involves	involve	VERB
ajema-7186	29	12	facial	facial	ADJ
ajema-7186	29	13	scanning	scanning	NOUN
ajema-7186	29	14	and	and	CCONJ
ajema-7186	29	15	feature	feature	NOUN
ajema-7186	29	16	tracking	track	VERB
ajema-7186	29	17	to	to	PART
ajema-7186	29	18	determine	determine	VERB
ajema-7186	29	19	the	the	DET
ajema-7186	29	20	user	user	NOUN
ajema-7186	29	21	's	's	PART
ajema-7186	29	22	mood	mood	NOUN
ajema-7186	29	23	and	and	CCONJ
ajema-7186	29	24	based	base	VERB
ajema-7186	29	25	on	on	ADP
ajema-7186	29	26	it	it	PRON
ajema-7186	29	27	gives	give	VERB
ajema-7186	29	28	a	a	DET
ajema-7186	29	29	personalized	personalized	ADJ
ajema-7186	29	30	playlist	playlist	NOUN
ajema-7186	29	31	[	[	X
ajema-7186	29	32	2	2	NUM
ajema-7186	29	33	-	-	SYM
ajema-7186	29	34	4	4	NUM
ajema-7186	29	35	]	]	PUNCT
ajema-7186	29	36	.	.	PUNCT
ajema-7186	30	1	machine	machine	NOUN
ajema-7186	30	2	learning	learning	NOUN
ajema-7186	30	3	is	be	AUX
ajema-7186	30	4	the	the	DET
ajema-7186	30	5	ability	ability	NOUN
ajema-7186	30	6	to	to	PART
ajema-7186	30	7	make	make	VERB
ajema-7186	30	8	machines	machine	NOUN
ajema-7186	30	9	learn	learn	VERB
ajema-7186	30	10	and	and	CCONJ
ajema-7186	30	11	act	act	VERB
ajema-7186	30	12	.	.	PUNCT
ajema-7186	31	1	you	you	PRON
ajema-7186	31	2	search	search	VERB
ajema-7186	31	3	for	for	ADP
ajema-7186	31	4	some	some	DET
ajema-7186	31	5	songs	song	NOUN
ajema-7186	31	6	and	and	CCONJ
ajema-7186	31	7	listen	listen	VERB
ajema-7186	31	8	to	to	ADP
ajema-7186	31	9	them	they	PRON
ajema-7186	31	10	and	and	CCONJ
ajema-7186	31	11	this	this	PRON
ajema-7186	31	12	is	be	AUX
ajema-7186	31	13	how	how	SCONJ
ajema-7186	31	14	the	the	DET
ajema-7186	31	15	machine	machine	NOUN
ajema-7186	31	16	learns	learn	VERB
ajema-7186	31	17	.	.	PUNCT
ajema-7186	32	1	it	it	PRON
ajema-7186	32	2	then	then	ADV
ajema-7186	32	3	recommends	recommend	VERB
ajema-7186	32	4	songs	song	NOUN
ajema-7186	32	5	to	to	ADP
ajema-7186	32	6	you	you	PRON
ajema-7186	32	7	on	on	ADP
ajema-7186	32	8	the	the	DET
ajema-7186	32	9	basis	basis	NOUN
ajema-7186	32	10	of	of	ADP
ajema-7186	32	11	various	various	ADJ
ajema-7186	32	12	factors	factor	NOUN
ajema-7186	32	13	like	like	ADP
ajema-7186	32	14	singer	singer	NOUN
ajema-7186	32	15	or	or	CCONJ
ajema-7186	32	16	composer	composer	NOUN
ajema-7186	32	17	,	,	PUNCT
ajema-7186	32	18	movie	movie	NOUN
ajema-7186	32	19	,	,	PUNCT
ajema-7186	32	20	tone	tone	NOUN
ajema-7186	32	21	of	of	ADP
ajema-7186	32	22	the	the	DET
ajema-7186	32	23	song	song	NOUN
ajema-7186	32	24	,	,	PUNCT
ajema-7186	32	25	whether	whether	SCONJ
ajema-7186	32	26	it	it	PRON
ajema-7186	32	27	is	be	AUX
ajema-7186	32	28	romantic	romantic	ADJ
ajema-7186	32	29	or	or	CCONJ
ajema-7186	32	30	disco	disco	NOUN
ajema-7186	32	31	,	,	PUNCT
ajema-7186	32	32	it	it	PRON
ajema-7186	32	33	is	be	AUX
ajema-7186	32	34	acoustic	acoustic	ADJ
ajema-7186	32	35	or	or	CCONJ
ajema-7186	32	36	original	original	ADJ
ajema-7186	32	37	,	,	PUNCT
ajema-7186	32	38	etc	etc	X
ajema-7186	32	39	.	.	X
ajema-7186	33	1	a	a	DET
ajema-7186	33	2	recommendation	recommendation	NOUN
ajema-7186	33	3	system	system	NOUN
ajema-7186	33	4	is	be	AUX
ajema-7186	33	5	a	a	DET
ajema-7186	33	6	kind	kind	NOUN
ajema-7186	33	7	of	of	ADP
ajema-7186	33	8	filtering	filtering	NOUN
ajema-7186	33	9	system	system	NOUN
ajema-7186	33	10	that	that	PRON
ajema-7186	33	11	predicts	predict	VERB
ajema-7186	33	12	the	the	DET
ajema-7186	33	13	preferences	preference	NOUN
ajema-7186	33	14	175	175	NUM
ajema-7186	33	15	journal	journal	NOUN
ajema-7186	33	16	of	of	ADP
ajema-7186	33	17	engineering	engineering	NOUN
ajema-7186	33	18	,	,	PUNCT
ajema-7186	33	19	mechanics	mechanic	NOUN
ajema-7186	33	20	and	and	CCONJ
ajema-7186	33	21	architecture	architecture	NOUN
ajema-7186	33	22	www	www	NOUN
ajema-7186	33	23	.	.	PUNCT
ajema-7186	34	1	grnjournal.us	grnjournal.us	X
ajema-7186	34	2	a	a	DET
ajema-7186	34	3	user	user	NOUN
ajema-7186	34	4	might	might	AUX
ajema-7186	34	5	give	give	VERB
ajema-7186	34	6	based	base	VERB
ajema-7186	34	7	on	on	ADP
ajema-7186	34	8	his	his	PRON
ajema-7186	34	9	/	/	SYM
ajema-7186	34	10	her	her	PRON
ajema-7186	34	11	activity	activity	NOUN
ajema-7186	34	12	.	.	PUNCT
ajema-7186	35	1	machine	machine	NOUN
ajema-7186	35	2	learning	learning	NOUN
ajema-7186	35	3	plays	play	VERB
ajema-7186	35	4	a	a	DET
ajema-7186	35	5	super	super	ADV
ajema-7186	35	6	vital	vital	ADJ
ajema-7186	35	7	role	role	NOUN
ajema-7186	35	8	in	in	ADP
ajema-7186	35	9	building	build	VERB
ajema-7186	35	10	these	these	DET
ajema-7186	35	11	systems	system	NOUN
ajema-7186	35	12	.	.	PUNCT
ajema-7186	36	1	this	this	DET
ajema-7186	36	2	technique	technique	NOUN
ajema-7186	36	3	is	be	AUX
ajema-7186	36	4	widely	widely	ADV
ajema-7186	36	5	popular	popular	ADJ
ajema-7186	36	6	and	and	CCONJ
ajema-7186	36	7	practiced	practice	VERB
ajema-7186	36	8	on	on	ADP
ajema-7186	36	9	every	every	DET
ajema-7186	36	10	streaming	streaming	NOUN
ajema-7186	36	11	platform	platform	NOUN
ajema-7186	36	12	in	in	ADP
ajema-7186	36	13	the	the	DET
ajema-7186	36	14	digital	digital	ADJ
ajema-7186	36	15	age	age	NOUN
ajema-7186	36	16	,	,	PUNCT
ajema-7186	36	17	technology	technology	NOUN
ajema-7186	36	18	is	be	AUX
ajema-7186	36	19	seamlessly	seamlessly	ADV
ajema-7186	36	20	intertwined	intertwine	VERB
ajema-7186	36	21	with	with	ADP
ajema-7186	36	22	our	our	PRON
ajema-7186	36	23	lives	life	NOUN
ajema-7186	36	24	,	,	PUNCT
ajema-7186	36	25	providing	provide	VERB
ajema-7186	36	26	personalized	personalized	ADJ
ajema-7186	36	27	experiences	experience	NOUN
ajema-7186	36	28	in	in	ADP
ajema-7186	36	29	many	many	ADJ
ajema-7186	36	30	areas	area	NOUN
ajema-7186	37	1	[	[	X
ajema-7186	37	2	5	5	NUM
ajema-7186	37	3	-	-	SYM
ajema-7186	37	4	11	11	NUM
ajema-7186	37	5	]	]	PUNCT
ajema-7186	37	6	.	.	PUNCT
ajema-7186	38	1	as	as	ADP
ajema-7186	38	2	a	a	DET
ajema-7186	38	3	universal	universal	ADJ
ajema-7186	38	4	language	language	NOUN
ajema-7186	38	5	,	,	PUNCT
ajema-7186	38	6	music	music	NOUN
ajema-7186	38	7	resonates	resonate	VERB
ajema-7186	38	8	deeply	deeply	ADV
ajema-7186	38	9	with	with	ADP
ajema-7186	38	10	individuals	individual	NOUN
ajema-7186	38	11	,	,	PUNCT
ajema-7186	38	12	evokes	evoke	VERB
ajema-7186	38	13	emotions	emotion	NOUN
ajema-7186	38	14	,	,	PUNCT
ajema-7186	38	15	and	and	CCONJ
ajema-7186	38	16	overcomes	overcome	VERB
ajema-7186	38	17	barriers	barrier	NOUN
ajema-7186	38	18	.	.	PUNCT
ajema-7186	39	1	our	our	PRON
ajema-7186	39	2	music	music	NOUN
ajema-7186	39	3	recommendation	recommendation	NOUN
ajema-7186	39	4	system	system	NOUN
ajema-7186	39	5	is	be	AUX
ajema-7186	39	6	evolving	evolve	VERB
ajema-7186	39	7	,	,	PUNCT
ajema-7186	39	8	using	use	VERB
ajema-7186	39	9	a	a	DET
ajema-7186	39	10	data	data	NOUN
ajema-7186	39	11	-	-	PUNCT
ajema-7186	39	12	driven	drive	VERB
ajema-7186	39	13	approach	approach	NOUN
ajema-7186	39	14	to	to	ADP
ajema-7186	39	15	curate	curate	NOUN
ajema-7186	39	16	playlists	playlist	NOUN
ajema-7186	39	17	that	that	PRON
ajema-7186	39	18	are	be	AUX
ajema-7186	39	19	tailored	tailor	VERB
ajema-7186	39	20	to	to	ADP
ajema-7186	39	21	personal	personal	ADJ
ajema-7186	39	22	tastes	taste	NOUN
ajema-7186	39	23	[	[	X
ajema-7186	39	24	12	12	NUM
ajema-7186	39	25	-	-	SYM
ajema-7186	39	26	17	17	NUM
ajema-7186	39	27	]	]	PUNCT
ajema-7186	39	28	.	.	PUNCT
ajema-7186	40	1	however	however	ADV
ajema-7186	40	2	,	,	PUNCT
ajema-7186	40	3	the	the	DET
ajema-7186	40	4	limitations	limitation	NOUN
ajema-7186	40	5	of	of	ADP
ajema-7186	40	6	these	these	DET
ajema-7186	40	7	recommendations	recommendation	NOUN
ajema-7186	40	8	are	be	AUX
ajema-7186	40	9	often	often	ADV
ajema-7186	40	10	due	due	ADJ
ajema-7186	40	11	to	to	ADP
ajema-7186	40	12	user	user	NOUN
ajema-7186	40	13	input	input	NOUN
ajema-7186	40	14	and	and	CCONJ
ajema-7186	40	15	past	past	ADJ
ajema-7186	40	16	viewing	view	VERB
ajema-7186	40	17	habits	habit	NOUN
ajema-7186	40	18	.	.	PUNCT
ajema-7186	41	1	the	the	DET
ajema-7186	41	2	aim	aim	NOUN
ajema-7186	41	3	of	of	ADP
ajema-7186	41	4	this	this	DET
ajema-7186	41	5	project	project	NOUN
ajema-7186	41	6	is	be	AUX
ajema-7186	41	7	to	to	PART
ajema-7186	41	8	redefine	redefine	VERB
ajema-7186	41	9	music	music	NOUN
ajema-7186	41	10	recommendations	recommendation	NOUN
ajema-7186	41	11	by	by	ADP
ajema-7186	41	12	incorporating	incorporate	VERB
ajema-7186	41	13	emotion	emotion	NOUN
ajema-7186	41	14	-	-	PUNCT
ajema-7186	41	15	based	base	VERB
ajema-7186	41	16	intelligence	intelligence	NOUN
ajema-7186	41	17	.	.	PUNCT
ajema-7186	42	1	our	our	PRON
ajema-7186	42	2	system	system	NOUN
ajema-7186	42	3	uses	use	VERB
ajema-7186	42	4	real	real	ADJ
ajema-7186	42	5	-	-	PUNCT
ajema-7186	42	6	time	time	NOUN
ajema-7186	42	7	facial	facial	ADJ
ajema-7186	42	8	analysis	analysis	NOUN
ajema-7186	42	9	and	and	CCONJ
ajema-7186	42	10	strives	strive	VERB
ajema-7186	42	11	to	to	PART
ajema-7186	42	12	understand	understand	VERB
ajema-7186	42	13	user	user	NOUN
ajema-7186	42	14	preferences	preference	NOUN
ajema-7186	42	15	and	and	CCONJ
ajema-7186	42	16	emotions	emotion	NOUN
ajema-7186	42	17	when	when	SCONJ
ajema-7186	42	18	interacting	interact	VERB
ajema-7186	42	19	with	with	ADP
ajema-7186	42	20	music	music	NOUN
ajema-7186	42	21	[	[	X
ajema-7186	42	22	18	18	NUM
ajema-7186	42	23	-	-	SYM
ajema-7186	42	24	22	22	NUM
ajema-7186	42	25	]	]	PUNCT
ajema-7186	42	26	.	.	PUNCT
ajema-7186	43	1	this	this	DET
ajema-7186	43	2	blend	blend	NOUN
ajema-7186	43	3	of	of	ADP
ajema-7186	43	4	computer	computer	NOUN
ajema-7186	43	5	vision	vision	NOUN
ajema-7186	43	6	,	,	PUNCT
ajema-7186	43	7	emotion	emotion	NOUN
ajema-7186	43	8	recognition	recognition	NOUN
ajema-7186	43	9	,	,	PUNCT
ajema-7186	43	10	and	and	CCONJ
ajema-7186	43	11	music	music	NOUN
ajema-7186	43	12	recommendations	recommendation	NOUN
ajema-7186	43	13	drives	drive	VERB
ajema-7186	43	14	immersive	immersive	ADJ
ajema-7186	43	15	experiences	experience	NOUN
ajema-7186	43	16	beyond	beyond	ADP
ajema-7186	43	17	traditional	traditional	ADJ
ajema-7186	43	18	curation	curation	NOUN
ajema-7186	43	19	methods	method	NOUN
ajema-7186	43	20	.	.	PUNCT
ajema-7186	44	1	leveraging	leverage	VERB
ajema-7186	44	2	datasets	dataset	NOUN
ajema-7186	44	3	that	that	PRON
ajema-7186	44	4	correlate	correlate	VERB
ajema-7186	44	5	emotional	emotional	ADJ
ajema-7186	44	6	states	state	NOUN
ajema-7186	44	7	and	and	CCONJ
ajema-7186	44	8	musical	musical	ADJ
ajema-7186	44	9	attributes	attribute	NOUN
ajema-7186	44	10	,	,	PUNCT
ajema-7186	44	11	our	our	PRON
ajema-7186	44	12	system	system	NOUN
ajema-7186	44	13	creates	create	VERB
ajema-7186	44	14	a	a	DET
ajema-7186	44	15	unique	unique	ADJ
ajema-7186	44	16	harmony	harmony	NOUN
ajema-7186	44	17	between	between	ADP
ajema-7186	44	18	emotion	emotion	NOUN
ajema-7186	44	19	and	and	CCONJ
ajema-7186	44	20	melody	melody	NOUN
ajema-7186	44	21	.	.	PUNCT
ajema-7186	45	1	by	by	ADP
ajema-7186	45	2	analyzing	analyze	VERB
ajema-7186	45	3	facial	facial	ADJ
ajema-7186	45	4	expressions	expression	NOUN
ajema-7186	45	5	,	,	PUNCT
ajema-7186	45	6	the	the	DET
ajema-7186	45	7	system	system	NOUN
ajema-7186	45	8	can	can	AUX
ajema-7186	45	9	detect	detect	VERB
ajema-7186	45	10	whether	whether	SCONJ
ajema-7186	45	11	the	the	DET
ajema-7186	45	12	user	user	NOUN
ajema-7186	45	13	is	be	AUX
ajema-7186	45	14	happy	happy	ADJ
ajema-7186	45	15	,	,	PUNCT
ajema-7186	45	16	sad	sad	ADJ
ajema-7186	45	17	,	,	PUNCT
ajema-7186	45	18	stressed	stress	VERB
ajema-7186	45	19	,	,	PUNCT
ajema-7186	45	20	or	or	CCONJ
ajema-7186	45	21	relaxed	relaxed	ADJ
ajema-7186	45	22	,	,	PUNCT
ajema-7186	45	23	and	and	CCONJ
ajema-7186	45	24	suggest	suggest	VERB
ajema-7186	45	25	songs	song	NOUN
ajema-7186	45	26	accordingly	accordingly	ADV
ajema-7186	45	27	.	.	PUNCT
ajema-7186	46	1	this	this	PRON
ajema-7186	46	2	helps	help	VERB
ajema-7186	46	3	in	in	ADP
ajema-7186	46	4	creating	create	VERB
ajema-7186	46	5	a	a	DET
ajema-7186	46	6	more	more	ADV
ajema-7186	46	7	emotionally	emotionally	ADV
ajema-7186	46	8	connected	connected	ADJ
ajema-7186	46	9	and	and	CCONJ
ajema-7186	46	10	engaging	engage	VERB
ajema-7186	46	11	music	music	NOUN
ajema-7186	46	12	-	-	PUNCT
ajema-7186	46	13	listening	listen	VERB
ajema-7186	46	14	experience	experience	NOUN
ajema-7186	46	15	,	,	PUNCT
ajema-7186	46	16	which	which	PRON
ajema-7186	46	17	is	be	AUX
ajema-7186	46	18	not	not	PART
ajema-7186	46	19	only	only	ADV
ajema-7186	46	20	convenient	convenient	ADJ
ajema-7186	46	21	but	but	CCONJ
ajema-7186	46	22	also	also	ADV
ajema-7186	46	23	beneficial	beneficial	ADJ
ajema-7186	46	24	for	for	ADP
ajema-7186	46	25	mental	mental	ADJ
ajema-7186	46	26	well	well	ADV
ajema-7186	46	27	-	-	PUNCT
ajema-7186	46	28	being	be	AUX
ajema-7186	46	29	[	[	X
ajema-7186	46	30	23	23	NUM
ajema-7186	46	31	-	-	SYM
ajema-7186	46	32	27	27	NUM
ajema-7186	46	33	]	]	PUNCT
ajema-7186	46	34	.	.	PUNCT
ajema-7186	47	1	the	the	DET
ajema-7186	47	2	problem	problem	NOUN
ajema-7186	47	3	that	that	PRON
ajema-7186	47	4	a	a	DET
ajema-7186	47	5	music	music	NOUN
ajema-7186	47	6	recommendation	recommendation	NOUN
ajema-7186	47	7	system	system	NOUN
ajema-7186	47	8	using	use	VERB
ajema-7186	47	9	machine	machine	NOUN
ajema-7186	47	10	learning	learning	NOUN
ajema-7186	47	11	aims	aim	VERB
ajema-7186	47	12	to	to	PART
ajema-7186	47	13	address	address	VERB
ajema-7186	47	14	is	be	AUX
ajema-7186	47	15	the	the	DET
ajema-7186	47	16	overwhelming	overwhelming	ADJ
ajema-7186	47	17	amount	amount	NOUN
ajema-7186	47	18	of	of	ADP
ajema-7186	47	19	music	music	NOUN
ajema-7186	47	20	content	content	NOUN
ajema-7186	47	21	available	available	ADJ
ajema-7186	47	22	to	to	ADP
ajema-7186	47	23	users	user	NOUN
ajema-7186	47	24	on	on	ADP
ajema-7186	47	25	streaming	streaming	NOUN
ajema-7186	47	26	platforms	platform	NOUN
ajema-7186	47	27	.	.	PUNCT
ajema-7186	48	1	while	while	SCONJ
ajema-7186	48	2	this	this	DET
ajema-7186	48	3	vast	vast	ADJ
ajema-7186	48	4	array	array	NOUN
ajema-7186	48	5	of	of	ADP
ajema-7186	48	6	content	content	NOUN
ajema-7186	48	7	provides	provide	VERB
ajema-7186	48	8	users	user	NOUN
ajema-7186	48	9	with	with	ADP
ajema-7186	48	10	access	access	NOUN
ajema-7186	48	11	to	to	ADP
ajema-7186	48	12	a	a	DET
ajema-7186	48	13	wide	wide	ADJ
ajema-7186	48	14	variety	variety	NOUN
ajema-7186	48	15	of	of	ADP
ajema-7186	48	16	music	music	NOUN
ajema-7186	48	17	genres	genre	NOUN
ajema-7186	48	18	and	and	CCONJ
ajema-7186	48	19	artists	artist	NOUN
ajema-7186	48	20	,	,	PUNCT
ajema-7186	48	21	it	it	PRON
ajema-7186	48	22	can	can	AUX
ajema-7186	48	23	also	also	ADV
ajema-7186	48	24	be	be	AUX
ajema-7186	48	25	challenging	challenge	VERB
ajema-7186	48	26	for	for	SCONJ
ajema-7186	48	27	users	user	NOUN
ajema-7186	48	28	to	to	PART
ajema-7186	48	29	find	find	VERB
ajema-7186	48	30	new	new	ADJ
ajema-7186	48	31	music	music	NOUN
ajema-7186	48	32	that	that	PRON
ajema-7186	48	33	matches	match	VERB
ajema-7186	48	34	their	their	PRON
ajema-7186	48	35	unique	unique	ADJ
ajema-7186	48	36	tastes	taste	NOUN
ajema-7186	48	37	and	and	CCONJ
ajema-7186	48	38	preferences	preference	NOUN
ajema-7186	48	39	[	[	X
ajema-7186	48	40	28	28	NUM
ajema-7186	48	41	]	]	PUNCT
ajema-7186	48	42	.	.	PUNCT
ajema-7186	49	1	to	to	PART
ajema-7186	49	2	address	address	VERB
ajema-7186	49	3	this	this	DET
ajema-7186	49	4	problem	problem	NOUN
ajema-7186	49	5	,	,	PUNCT
ajema-7186	49	6	a	a	DET
ajema-7186	49	7	music	music	NOUN
ajema-7186	49	8	recommendation	recommendation	NOUN
ajema-7186	49	9	system	system	NOUN
ajema-7186	49	10	can	can	AUX
ajema-7186	49	11	analyze	analyze	VERB
ajema-7186	49	12	data	datum	NOUN
ajema-7186	49	13	on	on	ADP
ajema-7186	49	14	users	user	NOUN
ajema-7186	49	15	'	'	PART
ajema-7186	49	16	listening	listening	NOUN
ajema-7186	49	17	habits	habit	NOUN
ajema-7186	49	18	and	and	CCONJ
ajema-7186	49	19	preferences	preference	NOUN
ajema-7186	49	20	,	,	PUNCT
ajema-7186	49	21	as	as	ADV
ajema-7186	49	22	well	well	ADV
ajema-7186	49	23	as	as	ADP
ajema-7186	49	24	information	information	NOUN
ajema-7186	49	25	about	about	ADP
ajema-7186	49	26	songs	song	NOUN
ajema-7186	49	27	and	and	CCONJ
ajema-7186	49	28	artists	artist	NOUN
ajema-7186	49	29	,	,	PUNCT
ajema-7186	49	30	to	to	PART
ajema-7186	49	31	provide	provide	VERB
ajema-7186	49	32	personalized	personalized	ADJ
ajema-7186	49	33	music	music	NOUN
ajema-7186	49	34	suggestions	suggestion	NOUN
ajema-7186	49	35	that	that	PRON
ajema-7186	49	36	match	match	VERB
ajema-7186	49	37	their	their	PRON
ajema-7186	49	38	unique	unique	ADJ
ajema-7186	49	39	tastes	taste	NOUN
ajema-7186	49	40	and	and	CCONJ
ajema-7186	49	41	preferences	preference	NOUN
ajema-7186	49	42	.	.	PUNCT
ajema-7186	50	1	many	many	ADJ
ajema-7186	50	2	users	user	NOUN
ajema-7186	50	3	listen	listen	VERB
ajema-7186	50	4	to	to	ADP
ajema-7186	50	5	different	different	ADJ
ajema-7186	50	6	genres	genre	NOUN
ajema-7186	50	7	of	of	ADP
ajema-7186	50	8	music	music	NOUN
ajema-7186	50	9	based	base	VERB
ajema-7186	50	10	on	on	ADP
ajema-7186	50	11	their	their	PRON
ajema-7186	50	12	moods	mood	NOUN
ajema-7186	50	13	,	,	PUNCT
ajema-7186	50	14	activities	activity	NOUN
ajema-7186	50	15	,	,	PUNCT
ajema-7186	50	16	or	or	CCONJ
ajema-7186	50	17	time	time	NOUN
ajema-7186	50	18	of	of	ADP
ajema-7186	50	19	day	day	NOUN
ajema-7186	50	20	.	.	PUNCT
ajema-7186	51	1	traditional	traditional	ADJ
ajema-7186	51	2	recommendation	recommendation	NOUN
ajema-7186	51	3	systems	system	NOUN
ajema-7186	51	4	often	often	ADV
ajema-7186	51	5	fail	fail	VERB
ajema-7186	51	6	to	to	PART
ajema-7186	51	7	capture	capture	VERB
ajema-7186	51	8	these	these	DET
ajema-7186	51	9	subtle	subtle	ADJ
ajema-7186	51	10	emotional	emotional	ADJ
ajema-7186	51	11	shifts	shift	NOUN
ajema-7186	51	12	,	,	PUNCT
ajema-7186	51	13	leading	lead	VERB
ajema-7186	51	14	to	to	ADP
ajema-7186	51	15	recommendations	recommendation	NOUN
ajema-7186	51	16	that	that	PRON
ajema-7186	51	17	may	may	AUX
ajema-7186	51	18	not	not	PART
ajema-7186	51	19	always	always	ADV
ajema-7186	51	20	be	be	AUX
ajema-7186	51	21	suitable	suitable	ADJ
ajema-7186	51	22	for	for	ADP
ajema-7186	51	23	the	the	DET
ajema-7186	51	24	user	user	NOUN
ajema-7186	51	25	's	's	PART
ajema-7186	51	26	current	current	ADJ
ajema-7186	51	27	state	state	NOUN
ajema-7186	51	28	of	of	ADP
ajema-7186	51	29	mind	mind	NOUN
ajema-7186	51	30	[	[	X
ajema-7186	51	31	29	29	NUM
ajema-7186	51	32	]	]	PUNCT
ajema-7186	51	33	.	.	PUNCT
ajema-7186	52	1	by	by	ADP
ajema-7186	52	2	integrating	integrate	VERB
ajema-7186	52	3	facial	facial	ADJ
ajema-7186	52	4	recognition	recognition	NOUN
ajema-7186	52	5	and	and	CCONJ
ajema-7186	52	6	mood	mood	NOUN
ajema-7186	52	7	detection	detection	NOUN
ajema-7186	52	8	,	,	PUNCT
ajema-7186	52	9	our	our	PRON
ajema-7186	52	10	proposed	propose	VERB
ajema-7186	52	11	system	system	NOUN
ajema-7186	52	12	aims	aim	VERB
ajema-7186	52	13	to	to	PART
ajema-7186	52	14	bridge	bridge	VERB
ajema-7186	52	15	this	this	DET
ajema-7186	52	16	gap	gap	NOUN
ajema-7186	52	17	and	and	CCONJ
ajema-7186	52	18	offer	offer	VERB
ajema-7186	52	19	a	a	DET
ajema-7186	52	20	seamless	seamless	ADJ
ajema-7186	52	21	,	,	PUNCT
ajema-7186	52	22	personalized	personalized	ADJ
ajema-7186	52	23	music	music	NOUN
ajema-7186	52	24	experience	experience	NOUN
ajema-7186	52	25	[	[	X
ajema-7186	52	26	30	30	NUM
ajema-7186	52	27	]	]	PUNCT
ajema-7186	52	28	.	.	PUNCT
ajema-7186	53	1	the	the	DET
ajema-7186	53	2	objective	objective	NOUN
ajema-7186	53	3	of	of	ADP
ajema-7186	53	4	a	a	DET
ajema-7186	53	5	music	music	NOUN
ajema-7186	53	6	recommendation	recommendation	NOUN
ajema-7186	53	7	system	system	NOUN
ajema-7186	53	8	is	be	AUX
ajema-7186	53	9	to	to	PART
ajema-7186	53	10	provide	provide	VERB
ajema-7186	53	11	personalized	personalized	ADJ
ajema-7186	53	12	recommendations	recommendation	NOUN
ajema-7186	53	13	to	to	ADP
ajema-7186	53	14	users	user	NOUN
ajema-7186	53	15	based	base	VERB
ajema-7186	53	16	on	on	ADP
ajema-7186	53	17	their	their	PRON
ajema-7186	53	18	musical	musical	ADJ
ajema-7186	53	19	preferences	preference	NOUN
ajema-7186	53	20	,	,	PUNCT
ajema-7186	53	21	listening	listen	VERB
ajema-7186	53	22	history	history	NOUN
ajema-7186	53	23	,	,	PUNCT
ajema-7186	53	24	and	and	CCONJ
ajema-7186	53	25	other	other	ADJ
ajema-7186	53	26	relevant	relevant	ADJ
ajema-7186	53	27	factors	factor	NOUN
ajema-7186	53	28	such	such	ADJ
ajema-7186	53	29	as	as	ADP
ajema-7186	53	30	location	location	NOUN
ajema-7186	53	31	,	,	PUNCT
ajema-7186	53	32	time	time	NOUN
ajema-7186	53	33	of	of	ADP
ajema-7186	53	34	day	day	NOUN
ajema-7186	53	35	,	,	PUNCT
ajema-7186	53	36	and	and	CCONJ
ajema-7186	53	37	mood	mood	NOUN
ajema-7186	53	38	.	.	PUNCT
ajema-7186	54	1	the	the	DET
ajema-7186	54	2	system	system	NOUN
ajema-7186	54	3	should	should	AUX
ajema-7186	54	4	be	be	AUX
ajema-7186	54	5	able	able	ADJ
ajema-7186	54	6	to	to	PART
ajema-7186	54	7	analyze	analyze	VERB
ajema-7186	54	8	user	user	NOUN
ajema-7186	54	9	data	datum	NOUN
ajema-7186	54	10	and	and	CCONJ
ajema-7186	54	11	use	use	VERB
ajema-7186	54	12	machine	machine	NOUN
ajema-7186	54	13	learning	learn	VERB
ajema-7186	54	14	algorithms	algorithm	NOUN
ajema-7186	54	15	to	to	PART
ajema-7186	54	16	make	make	VERB
ajema-7186	54	17	accurate	accurate	ADJ
ajema-7186	54	18	predictions	prediction	NOUN
ajema-7186	54	19	about	about	ADP
ajema-7186	54	20	what	what	DET
ajema-7186	54	21	music	music	NOUN
ajema-7186	54	22	the	the	DET
ajema-7186	54	23	user	user	NOUN
ajema-7186	54	24	would	would	AUX
ajema-7186	54	25	enjoy	enjoy	VERB
ajema-7186	54	26	[	[	X
ajema-7186	54	27	31	31	NUM
ajema-7186	54	28	-	-	SYM
ajema-7186	54	29	33	33	NUM
ajema-7186	54	30	]	]	PUNCT
ajema-7186	54	31	.	.	PUNCT
ajema-7186	55	1	additionally	additionally	ADV
ajema-7186	55	2	,	,	PUNCT
ajema-7186	55	3	the	the	DET
ajema-7186	55	4	system	system	NOUN
ajema-7186	55	5	should	should	AUX
ajema-7186	55	6	provide	provide	VERB
ajema-7186	55	7	a	a	DET
ajema-7186	55	8	user	user	NOUN
ajema-7186	55	9	-	-	PUNCT
ajema-7186	55	10	friendly	friendly	ADJ
ajema-7186	55	11	interface	interface	NOUN
ajema-7186	55	12	that	that	PRON
ajema-7186	55	13	allows	allow	VERB
ajema-7186	55	14	for	for	ADP
ajema-7186	55	15	easy	easy	ADJ
ajema-7186	55	16	discovery	discovery	NOUN
ajema-7186	55	17	of	of	ADP
ajema-7186	55	18	new	new	ADJ
ajema-7186	55	19	music	music	NOUN
ajema-7186	55	20	and	and	CCONJ
ajema-7186	55	21	customization	customization	NOUN
ajema-7186	55	22	of	of	ADP
ajema-7186	55	23	the	the	DET
ajema-7186	55	24	recommendation	recommendation	NOUN
ajema-7186	55	25	algorithm	algorithm	NOUN
ajema-7186	55	26	.	.	PUNCT
ajema-7186	56	1	one	one	NUM
ajema-7186	56	2	of	of	ADP
ajema-7186	56	3	the	the	DET
ajema-7186	56	4	major	major	ADJ
ajema-7186	56	5	goals	goal	NOUN
ajema-7186	56	6	of	of	ADP
ajema-7186	56	7	the	the	DET
ajema-7186	56	8	system	system	NOUN
ajema-7186	56	9	is	be	AUX
ajema-7186	56	10	to	to	PART
ajema-7186	56	11	minimize	minimize	VERB
ajema-7186	56	12	the	the	DET
ajema-7186	56	13	effort	effort	NOUN
ajema-7186	56	14	required	require	VERB
ajema-7186	56	15	from	from	ADP
ajema-7186	56	16	users	user	NOUN
ajema-7186	56	17	in	in	ADP
ajema-7186	56	18	selecting	select	VERB
ajema-7186	56	19	songs	song	NOUN
ajema-7186	56	20	while	while	SCONJ
ajema-7186	56	21	ensuring	ensure	VERB
ajema-7186	56	22	that	that	SCONJ
ajema-7186	56	23	they	they	PRON
ajema-7186	56	24	always	always	ADV
ajema-7186	56	25	receive	receive	VERB
ajema-7186	56	26	relevant	relevant	ADJ
ajema-7186	56	27	and	and	CCONJ
ajema-7186	56	28	enjoyable	enjoyable	ADJ
ajema-7186	56	29	music	music	NOUN
ajema-7186	56	30	suggestions	suggestion	NOUN
ajema-7186	56	31	.	.	PUNCT
ajema-7186	57	1	by	by	ADP
ajema-7186	57	2	continuously	continuously	ADV
ajema-7186	57	3	learning	learn	VERB
ajema-7186	57	4	from	from	ADP
ajema-7186	57	5	user	user	NOUN
ajema-7186	57	6	interactions	interaction	NOUN
ajema-7186	57	7	and	and	CCONJ
ajema-7186	57	8	feedback	feedback	NOUN
ajema-7186	57	9	,	,	PUNCT
ajema-7186	57	10	the	the	DET
ajema-7186	57	11	system	system	NOUN
ajema-7186	57	12	can	can	AUX
ajema-7186	57	13	refine	refine	VERB
ajema-7186	57	14	its	its	PRON
ajema-7186	57	15	recommendations	recommendation	NOUN
ajema-7186	57	16	over	over	ADP
ajema-7186	57	17	time	time	NOUN
ajema-7186	57	18	and	and	CCONJ
ajema-7186	57	19	improve	improve	VERB
ajema-7186	57	20	the	the	DET
ajema-7186	57	21	overall	overall	ADJ
ajema-7186	57	22	user	user	NOUN
ajema-7186	57	23	experience	experience	NOUN
ajema-7186	57	24	[	[	X
ajema-7186	57	25	34	34	NUM
ajema-7186	57	26	-	-	SYM
ajema-7186	57	27	39	39	NUM
ajema-7186	57	28	]	]	PUNCT
ajema-7186	57	29	.	.	PUNCT
ajema-7186	58	1	the	the	DET
ajema-7186	58	2	domain	domain	NOUN
ajema-7186	58	3	of	of	ADP
ajema-7186	58	4	the	the	DET
ajema-7186	58	5	project	project	NOUN
ajema-7186	58	6	is	be	AUX
ajema-7186	58	7	machine	machine	NOUN
ajema-7186	58	8	learning	learning	NOUN
ajema-7186	58	9	.	.	PUNCT
ajema-7186	59	1	the	the	DET
ajema-7186	59	2	progress	progress	NOUN
ajema-7186	59	3	of	of	ADP
ajema-7186	59	4	machine	machine	NOUN
ajema-7186	59	5	learning	learning	NOUN
ajema-7186	59	6	techniques	technique	NOUN
ajema-7186	59	7	has	have	AUX
ajema-7186	59	8	been	be	AUX
ajema-7186	59	9	challenging	challenge	VERB
ajema-7186	59	10	when	when	SCONJ
ajema-7186	59	11	it	it	PRON
ajema-7186	59	12	comes	come	VERB
ajema-7186	59	13	to	to	ADP
ajema-7186	59	14	computer	computer	NOUN
ajema-7186	59	15	vision	vision	NOUN
ajema-7186	59	16	and	and	CCONJ
ajema-7186	59	17	image	image	NOUN
ajema-7186	59	18	processing	processing	NOUN
ajema-7186	59	19	.	.	PUNCT
ajema-7186	60	1	machine	machine	NOUN
ajema-7186	60	2	learning	learning	NOUN
ajema-7186	60	3	uses	use	VERB
ajema-7186	60	4	various	various	ADJ
ajema-7186	60	5	algorithms	algorithm	NOUN
ajema-7186	60	6	based	base	VERB
ajema-7186	60	7	on	on	ADP
ajema-7186	60	8	the	the	DET
ajema-7186	60	9	requirements	requirement	NOUN
ajema-7186	60	10	of	of	ADP
ajema-7186	60	11	the	the	DET
ajema-7186	60	12	project	project	NOUN
ajema-7186	60	13	[	[	X
ajema-7186	60	14	40	40	NUM
ajema-7186	60	15	]	]	PUNCT
ajema-7186	60	16	.	.	PUNCT
ajema-7186	61	1	the	the	DET
ajema-7186	61	2	integration	integration	NOUN
ajema-7186	61	3	of	of	ADP
ajema-7186	61	4	machine	machine	NOUN
ajema-7186	61	5	learning	learn	VERB
ajema-7186	61	6	with	with	ADP
ajema-7186	61	7	music	music	NOUN
ajema-7186	61	8	recommendation	recommendation	NOUN
ajema-7186	61	9	requires	require	VERB
ajema-7186	61	10	sophisticated	sophisticated	ADJ
ajema-7186	61	11	data	datum	NOUN
ajema-7186	61	12	processing	processing	NOUN
ajema-7186	61	13	and	and	CCONJ
ajema-7186	61	14	model	model	NOUN
ajema-7186	61	15	training	training	NOUN
ajema-7186	61	16	techniques	technique	NOUN
ajema-7186	61	17	.	.	PUNCT
ajema-7186	62	1	various	various	ADJ
ajema-7186	62	2	models	model	NOUN
ajema-7186	62	3	,	,	PUNCT
ajema-7186	62	4	including	include	VERB
ajema-7186	62	5	collaborative	collaborative	ADJ
ajema-7186	62	6	filtering	filtering	NOUN
ajema-7186	62	7	,	,	PUNCT
ajema-7186	62	8	content	content	NOUN
ajema-7186	62	9	-	-	PUNCT
ajema-7186	62	10	based	base	VERB
ajema-7186	62	11	filtering	filtering	NOUN
ajema-7186	62	12	,	,	PUNCT
ajema-7186	62	13	and	and	CCONJ
ajema-7186	62	14	hybrid	hybrid	ADJ
ajema-7186	62	15	recommendation	recommendation	NOUN
ajema-7186	62	16	models	model	NOUN
ajema-7186	62	17	,	,	PUNCT
ajema-7186	62	18	are	be	AUX
ajema-7186	62	19	used	use	VERB
ajema-7186	62	20	to	to	PART
ajema-7186	62	21	improve	improve	VERB
ajema-7186	62	22	the	the	DET
ajema-7186	62	23	accuracy	accuracy	NOUN
ajema-7186	62	24	and	and	CCONJ
ajema-7186	62	25	relevance	relevance	NOUN
ajema-7186	62	26	of	of	ADP
ajema-7186	62	27	recommendations	recommendation	NOUN
ajema-7186	62	28	[	[	X
ajema-7186	62	29	41	41	NUM
ajema-7186	62	30	-	-	SYM
ajema-7186	62	31	44	44	NUM
ajema-7186	62	32	]	]	PUNCT
ajema-7186	62	33	.	.	PUNCT
ajema-7186	63	1	in	in	ADP
ajema-7186	63	2	addition	addition	NOUN
ajema-7186	63	3	,	,	PUNCT
ajema-7186	63	4	sentiment	sentiment	NOUN
ajema-7186	63	5	analysis	analysis	NOUN
ajema-7186	63	6	techniques	technique	NOUN
ajema-7186	63	7	are	be	AUX
ajema-7186	63	8	applied	apply	VERB
ajema-7186	63	9	to	to	ADP
ajema-7186	63	10	text	text	NOUN
ajema-7186	63	11	data	datum	NOUN
ajema-7186	63	12	,	,	PUNCT
ajema-7186	63	13	such	such	ADJ
ajema-7186	63	14	as	as	ADP
ajema-7186	63	15	song	song	ADJ
ajema-7186	63	16	lyrics	lyric	NOUN
ajema-7186	63	17	and	and	CCONJ
ajema-7186	63	18	user	user	NOUN
ajema-7186	63	19	reviews	review	NOUN
ajema-7186	63	20	,	,	PUNCT
ajema-7186	63	21	to	to	PART
ajema-7186	63	22	further	far	ADV
ajema-7186	63	23	enhance	enhance	VERB
ajema-7186	63	24	the	the	DET
ajema-7186	63	25	system	system	NOUN
ajema-7186	63	26	’s	’s	PART
ajema-7186	63	27	understanding	understanding	NOUN
ajema-7186	63	28	of	of	ADP
ajema-7186	63	29	user	user	NOUN
ajema-7186	63	30	preferences	preference	NOUN
ajema-7186	63	31	.	.	PUNCT
ajema-7186	64	1	the	the	DET
ajema-7186	64	2	use	use	NOUN
ajema-7186	64	3	of	of	ADP
ajema-7186	64	4	deep	deep	ADJ
ajema-7186	64	5	learning	learning	NOUN
ajema-7186	64	6	models	model	NOUN
ajema-7186	64	7	,	,	PUNCT
ajema-7186	64	8	such	such	ADJ
ajema-7186	64	9	as	as	ADP
ajema-7186	64	10	convolutional	convolutional	ADJ
ajema-7186	64	11	neural	neural	ADJ
ajema-7186	64	12	networks	network	NOUN
ajema-7186	64	13	(	(	PUNCT
ajema-7186	64	14	cnns	cnns	PROPN
ajema-7186	64	15	)	)	PUNCT
ajema-7186	64	16	for	for	ADP
ajema-7186	64	17	image	image	NOUN
ajema-7186	64	18	recognition	recognition	NOUN
ajema-7186	64	19	and	and	CCONJ
ajema-7186	64	20	recurrent	recurrent	ADJ
ajema-7186	64	21	neural	neural	ADJ
ajema-7186	64	22	networks	network	NOUN
ajema-7186	64	23	(	(	PUNCT
ajema-7186	64	24	rnns	rnns	PROPN
ajema-7186	64	25	)	)	PUNCT
ajema-7186	64	26	for	for	ADP
ajema-7186	64	27	sequence	sequence	NOUN
ajema-7186	64	28	modeling	modeling	NOUN
ajema-7186	64	29	,	,	PUNCT
ajema-7186	64	30	adds	add	VERB
ajema-7186	64	31	an	an	DET
ajema-7186	64	32	additional	additional	ADJ
ajema-7186	64	33	layer	layer	NOUN
ajema-7186	64	34	of	of	ADP
ajema-7186	64	35	intelligence	intelligence	NOUN
ajema-7186	64	36	to	to	ADP
ajema-7186	64	37	the	the	DET
ajema-7186	64	38	system	system	NOUN
ajema-7186	64	39	,	,	PUNCT
ajema-7186	64	40	making	make	VERB
ajema-7186	64	41	it	it	PRON
ajema-7186	64	42	capable	capable	ADJ
ajema-7186	64	43	of	of	ADP
ajema-7186	64	44	handling	handle	VERB
ajema-7186	64	45	complex	complex	ADJ
ajema-7186	64	46	user	user	NOUN
ajema-7186	64	47	behaviors	behavior	NOUN
ajema-7186	64	48	and	and	CCONJ
ajema-7186	64	49	preferences	preference	NOUN
ajema-7186	64	50	[	[	X
ajema-7186	64	51	45	45	NUM
ajema-7186	64	52	]	]	PUNCT
ajema-7186	64	53	.	.	PUNCT
ajema-7186	65	1	176	176	NUM
ajema-7186	65	2	journal	journal	NOUN
ajema-7186	65	3	of	of	ADP
ajema-7186	65	4	engineering	engineering	NOUN
ajema-7186	65	5	,	,	PUNCT
ajema-7186	65	6	mechanics	mechanic	NOUN
ajema-7186	65	7	and	and	CCONJ
ajema-7186	65	8	architecture	architecture	NOUN
ajema-7186	65	9	www	www	NOUN
ajema-7186	65	10	.	.	PUNCT
ajema-7186	66	1	grnjournal.us	grnjournal.us	X
ajema-7186	66	2	the	the	DET
ajema-7186	66	3	commencement	commencement	NOUN
ajema-7186	66	4	of	of	ADP
ajema-7186	66	5	lockdown	lockdown	NOUN
ajema-7186	66	6	in	in	ADP
ajema-7186	66	7	the	the	DET
ajema-7186	66	8	covid-19	covid-19	PROPN
ajema-7186	66	9	scenario	scenario	NOUN
ajema-7186	66	10	compelled	compel	VERB
ajema-7186	66	11	people	people	NOUN
ajema-7186	66	12	to	to	PART
ajema-7186	66	13	isolate	isolate	VERB
ajema-7186	66	14	themselves	themselves	PRON
ajema-7186	66	15	behind	behind	ADP
ajema-7186	66	16	the	the	DET
ajema-7186	66	17	four	four	NUM
ajema-7186	66	18	walls	wall	NOUN
ajema-7186	66	19	of	of	ADP
ajema-7186	66	20	their	their	PRON
ajema-7186	66	21	rooms	room	NOUN
ajema-7186	66	22	,	,	PUNCT
ajema-7186	66	23	which	which	PRON
ajema-7186	66	24	in	in	ADP
ajema-7186	66	25	turn	turn	NOUN
ajema-7186	66	26	attracted	attract	VERB
ajema-7186	66	27	mood	mood	NOUN
ajema-7186	66	28	illnesses	illness	NOUN
ajema-7186	66	29	such	such	ADJ
ajema-7186	66	30	as	as	ADP
ajema-7186	66	31	sadness	sadness	NOUN
ajema-7186	66	32	,	,	PUNCT
ajema-7186	66	33	anxiety	anxiety	NOUN
ajema-7186	66	34	,	,	PUNCT
ajema-7186	66	35	and	and	CCONJ
ajema-7186	66	36	so	so	ADV
ajema-7186	66	37	on	on	ADV
ajema-7186	66	38	.	.	PUNCT
ajema-7186	67	1	music	music	NOUN
ajema-7186	67	2	has	have	AUX
ajema-7186	67	3	shown	show	VERB
ajema-7186	67	4	to	to	PART
ajema-7186	67	5	be	be	AUX
ajema-7186	67	6	a	a	DET
ajema-7186	67	7	sympathetic	sympathetic	ADJ
ajema-7186	67	8	companion	companion	NOUN
ajema-7186	67	9	in	in	ADP
ajema-7186	67	10	this	this	DET
ajema-7186	67	11	trying	try	VERB
ajema-7186	67	12	time	time	NOUN
ajema-7186	67	13	for	for	ADP
ajema-7186	67	14	everyone	everyone	PRON
ajema-7186	67	15	[	[	X
ajema-7186	67	16	46	46	NUM
ajema-7186	67	17	-	-	SYM
ajema-7186	67	18	49	49	NUM
ajema-7186	67	19	]	]	PUNCT
ajema-7186	67	20	.	.	PUNCT
ajema-7186	68	1	it	it	PRON
ajema-7186	68	2	is	be	AUX
ajema-7186	68	3	necessary	necessary	ADJ
ajema-7186	68	4	to	to	PART
ajema-7186	68	5	develop	develop	VERB
ajema-7186	68	6	a	a	DET
ajema-7186	68	7	revolutionary	revolutionary	ADJ
ajema-7186	68	8	music	music	NOUN
ajema-7186	68	9	recommendation	recommendation	NOUN
ajema-7186	68	10	system	system	NOUN
ajema-7186	68	11	based	base	VERB
ajema-7186	68	12	on	on	ADP
ajema-7186	68	13	the	the	DET
ajema-7186	68	14	identification	identification	NOUN
ajema-7186	68	15	of	of	ADP
ajema-7186	68	16	a	a	DET
ajema-7186	68	17	single	single	ADJ
ajema-7186	68	18	user	user	NOUN
ajema-7186	68	19	's	's	PART
ajema-7186	68	20	facial	facial	ADJ
ajema-7186	68	21	expressions	expression	NOUN
ajema-7186	68	22	and	and	CCONJ
ajema-7186	68	23	emotions	emotion	NOUN
ajema-7186	68	24	.	.	PUNCT
ajema-7186	69	1	this	this	DET
ajema-7186	69	2	kind	kind	NOUN
ajema-7186	69	3	of	of	ADP
ajema-7186	69	4	music	music	NOUN
ajema-7186	69	5	recommendation	recommendation	NOUN
ajema-7186	69	6	system	system	NOUN
ajema-7186	69	7	can	can	AUX
ajema-7186	69	8	be	be	AUX
ajema-7186	69	9	used	use	VERB
ajema-7186	69	10	in	in	ADP
ajema-7186	69	11	various	various	ADJ
ajema-7186	69	12	applications	application	NOUN
ajema-7186	69	13	like	like	ADP
ajema-7186	69	14	spotify	spotify	NOUN
ajema-7186	69	15	,	,	PUNCT
ajema-7186	69	16	apple	apple	NOUN
ajema-7186	69	17	music	music	NOUN
ajema-7186	69	18	,	,	PUNCT
ajema-7186	69	19	youtube	youtube	NOUN
ajema-7186	69	20	,	,	PUNCT
ajema-7186	69	21	etc	etc	X
ajema-7186	69	22	.	.	X
ajema-7186	69	23	,	,	PUNCT
ajema-7186	69	24	to	to	PART
ajema-7186	69	25	ensure	ensure	VERB
ajema-7186	69	26	better	well	ADJ
ajema-7186	69	27	music	music	NOUN
ajema-7186	69	28	playlist	playlist	NOUN
ajema-7186	69	29	recommendations	recommendation	NOUN
ajema-7186	69	30	that	that	PRON
ajema-7186	69	31	are	be	AUX
ajema-7186	69	32	catered	cater	VERB
ajema-7186	69	33	to	to	ADP
ajema-7186	69	34	every	every	DET
ajema-7186	69	35	individual	individual	ADJ
ajema-7186	69	36	user	user	NOUN
ajema-7186	70	1	[	[	X
ajema-7186	70	2	50	50	NUM
ajema-7186	70	3	]	]	PUNCT
ajema-7186	70	4	.	.	PUNCT
ajema-7186	71	1	the	the	DET
ajema-7186	71	2	ability	ability	NOUN
ajema-7186	71	3	of	of	ADP
ajema-7186	71	4	music	music	NOUN
ajema-7186	71	5	to	to	PART
ajema-7186	71	6	influence	influence	NOUN
ajema-7186	71	7	emotions	emotion	NOUN
ajema-7186	71	8	has	have	AUX
ajema-7186	71	9	been	be	AUX
ajema-7186	71	10	well	well	ADV
ajema-7186	71	11	-	-	PUNCT
ajema-7186	71	12	documented	document	VERB
ajema-7186	71	13	,	,	PUNCT
ajema-7186	71	14	and	and	CCONJ
ajema-7186	71	15	an	an	DET
ajema-7186	71	16	intelligent	intelligent	ADJ
ajema-7186	71	17	recommendation	recommendation	NOUN
ajema-7186	71	18	system	system	NOUN
ajema-7186	71	19	that	that	PRON
ajema-7186	71	20	understands	understand	VERB
ajema-7186	71	21	and	and	CCONJ
ajema-7186	71	22	responds	respond	VERB
ajema-7186	71	23	to	to	ADP
ajema-7186	71	24	user	user	NOUN
ajema-7186	71	25	emotions	emotion	NOUN
ajema-7186	71	26	can	can	AUX
ajema-7186	71	27	have	have	VERB
ajema-7186	71	28	significant	significant	ADJ
ajema-7186	71	29	positive	positive	ADJ
ajema-7186	71	30	effects	effect	NOUN
ajema-7186	71	31	on	on	ADP
ajema-7186	71	32	mental	mental	ADJ
ajema-7186	71	33	health	health	NOUN
ajema-7186	71	34	and	and	CCONJ
ajema-7186	71	35	overall	overall	ADJ
ajema-7186	71	36	well	well	ADV
ajema-7186	71	37	-	-	PUNCT
ajema-7186	71	38	being	being	NOUN
ajema-7186	71	39	.	.	PUNCT
ajema-7186	72	1	the	the	DET
ajema-7186	72	2	system	system	NOUN
ajema-7186	72	3	can	can	AUX
ajema-7186	72	4	also	also	ADV
ajema-7186	72	5	be	be	AUX
ajema-7186	72	6	expanded	expand	VERB
ajema-7186	72	7	to	to	PART
ajema-7186	72	8	include	include	VERB
ajema-7186	72	9	other	other	ADJ
ajema-7186	72	10	contextual	contextual	ADJ
ajema-7186	72	11	factors	factor	NOUN
ajema-7186	72	12	,	,	PUNCT
ajema-7186	72	13	such	such	ADJ
ajema-7186	72	14	as	as	ADP
ajema-7186	72	15	weather	weather	NOUN
ajema-7186	72	16	conditions	condition	NOUN
ajema-7186	72	17	,	,	PUNCT
ajema-7186	72	18	social	social	ADJ
ajema-7186	72	19	settings	setting	NOUN
ajema-7186	72	20	,	,	PUNCT
ajema-7186	72	21	and	and	CCONJ
ajema-7186	72	22	past	past	ADP
ajema-7186	72	23	user	user	NOUN
ajema-7186	72	24	interactions	interaction	NOUN
ajema-7186	72	25	,	,	PUNCT
ajema-7186	72	26	to	to	PART
ajema-7186	72	27	further	far	ADV
ajema-7186	72	28	refine	refine	VERB
ajema-7186	72	29	and	and	CCONJ
ajema-7186	72	30	enhance	enhance	VERB
ajema-7186	72	31	the	the	DET
ajema-7186	72	32	personalization	personalization	NOUN
ajema-7186	72	33	process	process	NOUN
ajema-7186	72	34	[	[	X
ajema-7186	72	35	51	51	NUM
ajema-7186	72	36	]	]	PUNCT
ajema-7186	72	37	.	.	PUNCT
ajema-7186	73	1	the	the	DET
ajema-7186	73	2	implementation	implementation	NOUN
ajema-7186	73	3	of	of	ADP
ajema-7186	73	4	such	such	DET
ajema-7186	73	5	a	a	DET
ajema-7186	73	6	system	system	NOUN
ajema-7186	73	7	involves	involve	VERB
ajema-7186	73	8	several	several	ADJ
ajema-7186	73	9	key	key	ADJ
ajema-7186	73	10	components	component	NOUN
ajema-7186	73	11	,	,	PUNCT
ajema-7186	73	12	including	include	VERB
ajema-7186	73	13	data	data	NOUN
ajema-7186	73	14	collection	collection	NOUN
ajema-7186	73	15	,	,	PUNCT
ajema-7186	73	16	feature	feature	NOUN
ajema-7186	73	17	extraction	extraction	NOUN
ajema-7186	73	18	,	,	PUNCT
ajema-7186	73	19	model	model	NOUN
ajema-7186	73	20	training	training	NOUN
ajema-7186	73	21	,	,	PUNCT
ajema-7186	73	22	and	and	CCONJ
ajema-7186	73	23	real	real	ADJ
ajema-7186	73	24	-	-	PUNCT
ajema-7186	73	25	time	time	NOUN
ajema-7186	73	26	inference	inference	NOUN
ajema-7186	73	27	.	.	PUNCT
ajema-7186	74	1	the	the	DET
ajema-7186	74	2	data	data	NOUN
ajema-7186	74	3	collection	collection	NOUN
ajema-7186	74	4	process	process	NOUN
ajema-7186	74	5	involves	involve	VERB
ajema-7186	74	6	gathering	gather	VERB
ajema-7186	74	7	user	user	NOUN
ajema-7186	74	8	facial	facial	ADJ
ajema-7186	74	9	expressions	expression	NOUN
ajema-7186	74	10	,	,	PUNCT
ajema-7186	74	11	audio	audio	ADJ
ajema-7186	74	12	preferences	preference	NOUN
ajema-7186	74	13	,	,	PUNCT
ajema-7186	74	14	and	and	CCONJ
ajema-7186	74	15	feedback	feedback	VERB
ajema-7186	74	16	on	on	ADP
ajema-7186	74	17	recommended	recommended	ADJ
ajema-7186	74	18	songs	song	NOUN
ajema-7186	74	19	.	.	PUNCT
ajema-7186	75	1	feature	feature	NOUN
ajema-7186	75	2	extraction	extraction	NOUN
ajema-7186	75	3	techniques	technique	NOUN
ajema-7186	75	4	are	be	AUX
ajema-7186	75	5	then	then	ADV
ajema-7186	75	6	applied	apply	VERB
ajema-7186	75	7	to	to	PART
ajema-7186	75	8	convert	convert	VERB
ajema-7186	75	9	raw	raw	ADJ
ajema-7186	75	10	data	datum	NOUN
ajema-7186	75	11	into	into	ADP
ajema-7186	75	12	meaningful	meaningful	ADJ
ajema-7186	75	13	representations	representation	NOUN
ajema-7186	75	14	that	that	PRON
ajema-7186	75	15	can	can	AUX
ajema-7186	75	16	be	be	AUX
ajema-7186	75	17	used	use	VERB
ajema-7186	75	18	by	by	ADP
ajema-7186	75	19	machine	machine	NOUN
ajema-7186	75	20	learning	learning	NOUN
ajema-7186	75	21	models	model	NOUN
ajema-7186	75	22	[	[	X
ajema-7186	75	23	52	52	NUM
ajema-7186	75	24	-	-	SYM
ajema-7186	75	25	57	57	NUM
ajema-7186	75	26	]	]	PUNCT
ajema-7186	75	27	.	.	PUNCT
ajema-7186	76	1	the	the	DET
ajema-7186	76	2	training	training	NOUN
ajema-7186	76	3	phase	phase	NOUN
ajema-7186	76	4	involves	involve	VERB
ajema-7186	76	5	using	use	VERB
ajema-7186	76	6	historical	historical	ADJ
ajema-7186	76	7	data	datum	NOUN
ajema-7186	76	8	to	to	PART
ajema-7186	76	9	develop	develop	VERB
ajema-7186	76	10	models	model	NOUN
ajema-7186	76	11	that	that	PRON
ajema-7186	76	12	can	can	AUX
ajema-7186	76	13	predict	predict	VERB
ajema-7186	76	14	user	user	NOUN
ajema-7186	76	15	preferences	preference	NOUN
ajema-7186	76	16	with	with	ADP
ajema-7186	76	17	high	high	ADJ
ajema-7186	76	18	accuracy	accuracy	NOUN
ajema-7186	76	19	.	.	PUNCT
ajema-7186	77	1	once	once	SCONJ
ajema-7186	77	2	the	the	DET
ajema-7186	77	3	models	model	NOUN
ajema-7186	77	4	are	be	AUX
ajema-7186	77	5	trained	train	VERB
ajema-7186	77	6	,	,	PUNCT
ajema-7186	77	7	they	they	PRON
ajema-7186	77	8	are	be	AUX
ajema-7186	77	9	deployed	deploy	VERB
ajema-7186	77	10	in	in	ADP
ajema-7186	77	11	a	a	DET
ajema-7186	77	12	real	real	ADJ
ajema-7186	77	13	-	-	PUNCT
ajema-7186	77	14	time	time	NOUN
ajema-7186	77	15	environment	environment	NOUN
ajema-7186	77	16	to	to	PART
ajema-7186	77	17	provide	provide	VERB
ajema-7186	77	18	instantaneous	instantaneous	ADJ
ajema-7186	77	19	recommendations	recommendation	NOUN
ajema-7186	77	20	based	base	VERB
ajema-7186	77	21	on	on	ADP
ajema-7186	77	22	live	live	ADJ
ajema-7186	77	23	user	user	NOUN
ajema-7186	77	24	inputs	input	NOUN
ajema-7186	77	25	.	.	PUNCT
ajema-7186	78	1	the	the	DET
ajema-7186	78	2	system	system	NOUN
ajema-7186	78	3	continuously	continuously	ADV
ajema-7186	78	4	updates	update	VERB
ajema-7186	78	5	its	its	PRON
ajema-7186	78	6	learning	learning	NOUN
ajema-7186	78	7	models	model	NOUN
ajema-7186	78	8	to	to	PART
ajema-7186	78	9	incorporate	incorporate	VERB
ajema-7186	78	10	new	new	ADJ
ajema-7186	78	11	data	datum	NOUN
ajema-7186	78	12	and	and	CCONJ
ajema-7186	78	13	improve	improve	VERB
ajema-7186	78	14	the	the	DET
ajema-7186	78	15	quality	quality	NOUN
ajema-7186	78	16	of	of	ADP
ajema-7186	78	17	recommendations	recommendation	NOUN
ajema-7186	78	18	over	over	ADP
ajema-7186	78	19	time	time	NOUN
ajema-7186	78	20	[	[	X
ajema-7186	78	21	58	58	NUM
ajema-7186	78	22	]	]	PUNCT
ajema-7186	78	23	.	.	PUNCT
ajema-7186	79	1	one	one	NUM
ajema-7186	79	2	of	of	ADP
ajema-7186	79	3	the	the	DET
ajema-7186	79	4	key	key	ADJ
ajema-7186	79	5	challenges	challenge	NOUN
ajema-7186	79	6	in	in	ADP
ajema-7186	79	7	building	build	VERB
ajema-7186	79	8	an	an	DET
ajema-7186	79	9	emotion	emotion	NOUN
ajema-7186	79	10	-	-	PUNCT
ajema-7186	79	11	based	base	VERB
ajema-7186	79	12	music	music	NOUN
ajema-7186	79	13	recommendation	recommendation	NOUN
ajema-7186	79	14	system	system	NOUN
ajema-7186	79	15	is	be	AUX
ajema-7186	79	16	ensuring	ensure	VERB
ajema-7186	79	17	privacy	privacy	NOUN
ajema-7186	79	18	and	and	CCONJ
ajema-7186	79	19	security	security	NOUN
ajema-7186	79	20	.	.	PUNCT
ajema-7186	80	1	since	since	SCONJ
ajema-7186	80	2	the	the	DET
ajema-7186	80	3	system	system	NOUN
ajema-7186	80	4	relies	rely	VERB
ajema-7186	80	5	on	on	ADP
ajema-7186	80	6	facial	facial	ADJ
ajema-7186	80	7	recognition	recognition	NOUN
ajema-7186	80	8	and	and	CCONJ
ajema-7186	80	9	real	real	ADJ
ajema-7186	80	10	-	-	PUNCT
ajema-7186	80	11	time	time	NOUN
ajema-7186	80	12	data	datum	NOUN
ajema-7186	80	13	processing	processing	NOUN
ajema-7186	80	14	,	,	PUNCT
ajema-7186	80	15	it	it	PRON
ajema-7186	80	16	is	be	AUX
ajema-7186	80	17	essential	essential	ADJ
ajema-7186	80	18	to	to	PART
ajema-7186	80	19	implement	implement	VERB
ajema-7186	80	20	robust	robust	ADJ
ajema-7186	80	21	data	datum	NOUN
ajema-7186	80	22	protection	protection	NOUN
ajema-7186	80	23	measures	measure	NOUN
ajema-7186	80	24	to	to	PART
ajema-7186	80	25	safeguard	safeguard	VERB
ajema-7186	80	26	user	user	NOUN
ajema-7186	80	27	privacy	privacy	NOUN
ajema-7186	80	28	[	[	X
ajema-7186	80	29	59	59	NUM
ajema-7186	80	30	-	-	SYM
ajema-7186	80	31	63	63	NUM
ajema-7186	80	32	]	]	PUNCT
ajema-7186	80	33	.	.	PUNCT
ajema-7186	81	1	encryption	encryption	NOUN
ajema-7186	81	2	techniques	technique	NOUN
ajema-7186	81	3	,	,	PUNCT
ajema-7186	81	4	secure	secure	ADJ
ajema-7186	81	5	authentication	authentication	NOUN
ajema-7186	81	6	methods	method	NOUN
ajema-7186	81	7	,	,	PUNCT
ajema-7186	81	8	and	and	CCONJ
ajema-7186	81	9	compliance	compliance	NOUN
ajema-7186	81	10	with	with	ADP
ajema-7186	81	11	data	datum	NOUN
ajema-7186	81	12	protection	protection	NOUN
ajema-7186	81	13	regulations	regulation	NOUN
ajema-7186	81	14	must	must	AUX
ajema-7186	81	15	be	be	AUX
ajema-7186	81	16	incorporated	incorporate	VERB
ajema-7186	81	17	into	into	ADP
ajema-7186	81	18	the	the	DET
ajema-7186	81	19	system	system	NOUN
ajema-7186	81	20	design	design	NOUN
ajema-7186	81	21	to	to	PART
ajema-7186	81	22	ensure	ensure	VERB
ajema-7186	81	23	user	user	NOUN
ajema-7186	81	24	trust	trust	NOUN
ajema-7186	81	25	and	and	CCONJ
ajema-7186	81	26	confidence	confidence	NOUN
ajema-7186	81	27	.	.	PUNCT
ajema-7186	82	1	additionally	additionally	ADV
ajema-7186	82	2	,	,	PUNCT
ajema-7186	82	3	ethical	ethical	ADJ
ajema-7186	82	4	considerations	consideration	NOUN
ajema-7186	82	5	related	relate	VERB
ajema-7186	82	6	to	to	ADP
ajema-7186	82	7	ai	ai	VERB
ajema-7186	82	8	bias	bias	NOUN
ajema-7186	82	9	and	and	CCONJ
ajema-7186	82	10	fairness	fairness	NOUN
ajema-7186	82	11	must	must	AUX
ajema-7186	82	12	be	be	AUX
ajema-7186	82	13	addressed	address	VERB
ajema-7186	82	14	to	to	PART
ajema-7186	82	15	prevent	prevent	VERB
ajema-7186	82	16	unintended	unintended	ADJ
ajema-7186	82	17	discrimination	discrimination	NOUN
ajema-7186	82	18	in	in	ADP
ajema-7186	82	19	recommendations	recommendation	NOUN
ajema-7186	82	20	.	.	PUNCT
ajema-7186	83	1	the	the	DET
ajema-7186	83	2	system	system	NOUN
ajema-7186	83	3	should	should	AUX
ajema-7186	83	4	be	be	AUX
ajema-7186	83	5	designed	design	VERB
ajema-7186	83	6	to	to	PART
ajema-7186	83	7	cater	cater	VERB
ajema-7186	83	8	to	to	AUX
ajema-7186	83	9	diverse	diverse	VERB
ajema-7186	83	10	user	user	NOUN
ajema-7186	83	11	demographics	demographic	NOUN
ajema-7186	83	12	and	and	CCONJ
ajema-7186	83	13	preferences	preference	NOUN
ajema-7186	83	14	,	,	PUNCT
ajema-7186	83	15	ensuring	ensure	VERB
ajema-7186	83	16	an	an	DET
ajema-7186	83	17	inclusive	inclusive	ADJ
ajema-7186	83	18	and	and	CCONJ
ajema-7186	83	19	fair	fair	ADJ
ajema-7186	83	20	user	user	NOUN
ajema-7186	83	21	experience	experience	NOUN
ajema-7186	84	1	[	[	X
ajema-7186	84	2	64	64	NUM
ajema-7186	84	3	]	]	PUNCT
ajema-7186	84	4	.	.	PUNCT
ajema-7186	85	1	as	as	SCONJ
ajema-7186	85	2	the	the	DET
ajema-7186	85	3	field	field	NOUN
ajema-7186	85	4	of	of	ADP
ajema-7186	85	5	artificial	artificial	ADJ
ajema-7186	85	6	intelligence	intelligence	NOUN
ajema-7186	85	7	continues	continue	VERB
ajema-7186	85	8	to	to	PART
ajema-7186	85	9	advance	advance	VERB
ajema-7186	85	10	,	,	PUNCT
ajema-7186	85	11	the	the	DET
ajema-7186	85	12	potential	potential	ADJ
ajema-7186	85	13	applications	application	NOUN
ajema-7186	85	14	of	of	ADP
ajema-7186	85	15	emotionbased	emotionbase	VERB
ajema-7186	85	16	music	music	NOUN
ajema-7186	85	17	recommendation	recommendation	NOUN
ajema-7186	85	18	systems	system	NOUN
ajema-7186	85	19	will	will	AUX
ajema-7186	85	20	expand	expand	VERB
ajema-7186	85	21	beyond	beyond	ADP
ajema-7186	85	22	music	music	NOUN
ajema-7186	85	23	streaming	streaming	NOUN
ajema-7186	85	24	platforms	platform	NOUN
ajema-7186	85	25	.	.	PUNCT
ajema-7186	86	1	these	these	DET
ajema-7186	86	2	systems	system	NOUN
ajema-7186	86	3	can	can	AUX
ajema-7186	86	4	be	be	AUX
ajema-7186	86	5	integrated	integrate	VERB
ajema-7186	86	6	into	into	ADP
ajema-7186	86	7	smart	smart	ADJ
ajema-7186	86	8	home	home	NOUN
ajema-7186	86	9	devices	device	NOUN
ajema-7186	86	10	,	,	PUNCT
ajema-7186	86	11	virtual	virtual	ADJ
ajema-7186	86	12	assistants	assistant	NOUN
ajema-7186	86	13	,	,	PUNCT
ajema-7186	86	14	and	and	CCONJ
ajema-7186	86	15	even	even	ADV
ajema-7186	86	16	therapeutic	therapeutic	ADJ
ajema-7186	86	17	applications	application	NOUN
ajema-7186	86	18	to	to	PART
ajema-7186	86	19	provide	provide	VERB
ajema-7186	86	20	personalized	personalized	ADJ
ajema-7186	86	21	emotional	emotional	ADJ
ajema-7186	86	22	support	support	NOUN
ajema-7186	86	23	through	through	ADP
ajema-7186	86	24	music	music	NOUN
ajema-7186	86	25	.	.	PUNCT
ajema-7186	87	1	future	future	ADJ
ajema-7186	87	2	enhancements	enhancement	NOUN
ajema-7186	87	3	could	could	AUX
ajema-7186	87	4	include	include	VERB
ajema-7186	87	5	incorporating	incorporate	VERB
ajema-7186	87	6	physiological	physiological	ADJ
ajema-7186	87	7	signals	signal	NOUN
ajema-7186	87	8	such	such	ADJ
ajema-7186	87	9	as	as	ADP
ajema-7186	87	10	heart	heart	NOUN
ajema-7186	87	11	rate	rate	NOUN
ajema-7186	87	12	and	and	CCONJ
ajema-7186	87	13	body	body	NOUN
ajema-7186	87	14	movement	movement	NOUN
ajema-7186	87	15	to	to	PART
ajema-7186	87	16	further	far	ADV
ajema-7186	87	17	refine	refine	VERB
ajema-7186	87	18	mood	mood	NOUN
ajema-7186	87	19	detection	detection	NOUN
ajema-7186	87	20	and	and	CCONJ
ajema-7186	87	21	improve	improve	VERB
ajema-7186	87	22	recommendation	recommendation	NOUN
ajema-7186	87	23	accuracy	accuracy	NOUN
ajema-7186	88	1	[	[	X
ajema-7186	88	2	65	65	NUM
ajema-7186	88	3	-	-	SYM
ajema-7186	88	4	69	69	NUM
ajema-7186	88	5	]	]	PUNCT
ajema-7186	88	6	.	.	PUNCT
ajema-7186	89	1	by	by	ADP
ajema-7186	89	2	combining	combine	VERB
ajema-7186	89	3	multimodal	multimodal	ADJ
ajema-7186	89	4	data	datum	NOUN
ajema-7186	89	5	sources	source	NOUN
ajema-7186	89	6	and	and	CCONJ
ajema-7186	89	7	leveraging	leverage	VERB
ajema-7186	89	8	the	the	DET
ajema-7186	89	9	power	power	NOUN
ajema-7186	89	10	of	of	ADP
ajema-7186	89	11	deep	deep	ADJ
ajema-7186	89	12	learning	learning	NOUN
ajema-7186	89	13	,	,	PUNCT
ajema-7186	89	14	the	the	DET
ajema-7186	89	15	next	next	ADJ
ajema-7186	89	16	generation	generation	NOUN
ajema-7186	89	17	of	of	ADP
ajema-7186	89	18	music	music	NOUN
ajema-7186	89	19	recommendation	recommendation	NOUN
ajema-7186	89	20	systems	system	NOUN
ajema-7186	89	21	will	will	AUX
ajema-7186	89	22	offer	offer	VERB
ajema-7186	89	23	highly	highly	ADV
ajema-7186	89	24	personalized	personalized	ADJ
ajema-7186	89	25	and	and	CCONJ
ajema-7186	89	26	emotionally	emotionally	ADV
ajema-7186	89	27	aware	aware	ADJ
ajema-7186	89	28	experiences	experience	NOUN
ajema-7186	89	29	that	that	PRON
ajema-7186	89	30	redefine	redefine	VERB
ajema-7186	89	31	how	how	SCONJ
ajema-7186	89	32	people	people	NOUN
ajema-7186	89	33	interact	interact	VERB
ajema-7186	89	34	with	with	ADP
ajema-7186	89	35	music	music	NOUN
ajema-7186	89	36	.	.	PUNCT
ajema-7186	90	1	methodology	methodology	NOUN
ajema-7186	90	2	facial	facial	ADJ
ajema-7186	90	3	expression	expression	NOUN
ajema-7186	90	4	recognition	recognition	NOUN
ajema-7186	90	5	(	(	PUNCT
ajema-7186	90	6	fer	fer	PROPN
ajema-7186	90	7	)	)	PUNCT
ajema-7186	90	8	is	be	AUX
ajema-7186	90	9	an	an	DET
ajema-7186	90	10	essential	essential	ADJ
ajema-7186	90	11	aspect	aspect	NOUN
ajema-7186	90	12	of	of	ADP
ajema-7186	90	13	non	non	ADJ
ajema-7186	90	14	-	-	ADJ
ajema-7186	90	15	verbal	verbal	ADJ
ajema-7186	90	16	communication	communication	NOUN
ajema-7186	90	17	,	,	PUNCT
ajema-7186	90	18	playing	play	VERB
ajema-7186	90	19	a	a	DET
ajema-7186	90	20	crucial	crucial	ADJ
ajema-7186	90	21	role	role	NOUN
ajema-7186	90	22	in	in	ADP
ajema-7186	90	23	computer	computer	NOUN
ajema-7186	90	24	vision	vision	NOUN
ajema-7186	90	25	and	and	CCONJ
ajema-7186	90	26	artificial	artificial	ADJ
ajema-7186	90	27	intelligence	intelligence	NOUN
ajema-7186	90	28	.	.	PUNCT
ajema-7186	91	1	this	this	DET
ajema-7186	91	2	field	field	NOUN
ajema-7186	91	3	has	have	AUX
ajema-7186	91	4	seen	see	VERB
ajema-7186	91	5	significant	significant	ADJ
ajema-7186	91	6	advancements	advancement	NOUN
ajema-7186	91	7	,	,	PUNCT
ajema-7186	91	8	with	with	ADP
ajema-7186	91	9	studies	study	NOUN
ajema-7186	91	10	focusing	focus	VERB
ajema-7186	91	11	on	on	ADP
ajema-7186	91	12	traditional	traditional	ADJ
ajema-7186	91	13	approaches	approach	NOUN
ajema-7186	91	14	and	and	CCONJ
ajema-7186	91	15	deep	deep	ADJ
ajema-7186	91	16	learning	learning	NOUN
ajema-7186	91	17	-	-	PUNCT
ajema-7186	91	18	based	base	VERB
ajema-7186	91	19	methods	method	NOUN
ajema-7186	91	20	.	.	PUNCT
ajema-7186	92	1	conventional	conventional	ADJ
ajema-7186	92	2	fer	fer	PROPN
ajema-7186	92	3	techniques	technique	NOUN
ajema-7186	92	4	rely	rely	VERB
ajema-7186	92	5	on	on	ADP
ajema-7186	92	6	handcrafted	handcraft	VERB
ajema-7186	92	7	features	feature	NOUN
ajema-7186	92	8	and	and	CCONJ
ajema-7186	92	9	rule	rule	NOUN
ajema-7186	92	10	-	-	PUNCT
ajema-7186	92	11	based	base	VERB
ajema-7186	92	12	methods	method	NOUN
ajema-7186	92	13	,	,	PUNCT
ajema-7186	92	14	while	while	SCONJ
ajema-7186	92	15	deep	deep	ADJ
ajema-7186	92	16	learning	learning	NOUN
ajema-7186	92	17	models	model	NOUN
ajema-7186	92	18	employ	employ	VERB
ajema-7186	92	19	convolutional	convolutional	ADJ
ajema-7186	92	20	neural	neural	ADJ
ajema-7186	92	21	networks	network	NOUN
ajema-7186	92	22	(	(	PUNCT
ajema-7186	92	23	cnns	cnns	PROPN
ajema-7186	92	24	)	)	PUNCT
ajema-7186	92	25	to	to	PART
ajema-7186	92	26	extract	extract	VERB
ajema-7186	92	27	complex	complex	ADJ
ajema-7186	92	28	patterns	pattern	NOUN
ajema-7186	92	29	from	from	ADP
ajema-7186	92	30	facial	facial	ADJ
ajema-7186	92	31	images	image	NOUN
ajema-7186	92	32	.	.	PUNCT
ajema-7186	93	1	these	these	DET
ajema-7186	93	2	models	model	NOUN
ajema-7186	93	3	analyze	analyze	VERB
ajema-7186	93	4	subtle	subtle	ADJ
ajema-7186	93	5	expressions	expression	NOUN
ajema-7186	93	6	to	to	PART
ajema-7186	93	7	recognize	recognize	VERB
ajema-7186	93	8	emotions	emotion	NOUN
ajema-7186	93	9	accurately	accurately	ADV
ajema-7186	93	10	.	.	PUNCT
ajema-7186	94	1	researchers	researcher	NOUN
ajema-7186	94	2	have	have	AUX
ajema-7186	94	3	proposed	propose	VERB
ajema-7186	94	4	various	various	ADJ
ajema-7186	94	5	fer	fer	PROPN
ajema-7186	94	6	datasets	dataset	NOUN
ajema-7186	94	7	,	,	PUNCT
ajema-7186	94	8	each	each	PRON
ajema-7186	94	9	contributing	contribute	VERB
ajema-7186	94	10	to	to	ADP
ajema-7186	94	11	the	the	DET
ajema-7186	94	12	improvement	improvement	NOUN
ajema-7186	94	13	of	of	ADP
ajema-7186	94	14	model	model	NOUN
ajema-7186	94	15	training	training	NOUN
ajema-7186	94	16	and	and	CCONJ
ajema-7186	94	17	evaluation	evaluation	NOUN
ajema-7186	94	18	.	.	PUNCT
ajema-7186	95	1	the	the	DET
ajema-7186	95	2	selection	selection	NOUN
ajema-7186	95	3	and	and	CCONJ
ajema-7186	95	4	processing	processing	NOUN
ajema-7186	95	5	of	of	ADP
ajema-7186	95	6	these	these	DET
ajema-7186	95	7	datasets	dataset	NOUN
ajema-7186	95	8	play	play	VERB
ajema-7186	95	9	a	a	DET
ajema-7186	95	10	significant	significant	ADJ
ajema-7186	95	11	role	role	NOUN
ajema-7186	95	12	in	in	ADP
ajema-7186	95	13	determining	determine	VERB
ajema-7186	95	14	the	the	DET
ajema-7186	95	15	effectiveness	effectiveness	NOUN
ajema-7186	95	16	of	of	ADP
ajema-7186	95	17	fer	fer	PROPN
ajema-7186	95	18	systems	system	NOUN
ajema-7186	95	19	.	.	PUNCT
ajema-7186	96	1	evaluation	evaluation	NOUN
ajema-7186	96	2	methods	method	NOUN
ajema-7186	96	3	and	and	CCONJ
ajema-7186	96	4	metrics	metric	NOUN
ajema-7186	96	5	further	further	ADJ
ajema-7186	96	6	aid	aid	NOUN
ajema-7186	96	7	in	in	ADP
ajema-7186	96	8	177	177	NUM
ajema-7186	96	9	journal	journal	NOUN
ajema-7186	96	10	of	of	ADP
ajema-7186	96	11	engineering	engineering	NOUN
ajema-7186	96	12	,	,	PUNCT
ajema-7186	96	13	mechanics	mechanic	NOUN
ajema-7186	96	14	and	and	CCONJ
ajema-7186	96	15	architecture	architecture	NOUN
ajema-7186	96	16	www	www	NOUN
ajema-7186	96	17	.	.	PUNCT
ajema-7186	97	1	grnjournal.us	grnjournal.us	X
ajema-7186	97	2	assessing	assess	VERB
ajema-7186	97	3	the	the	DET
ajema-7186	97	4	performance	performance	NOUN
ajema-7186	97	5	of	of	ADP
ajema-7186	97	6	different	different	ADJ
ajema-7186	97	7	fer	fer	PROPN
ajema-7186	97	8	approaches	approach	NOUN
ajema-7186	97	9	,	,	PUNCT
ajema-7186	97	10	ensuring	ensure	VERB
ajema-7186	97	11	the	the	DET
ajema-7186	97	12	reliability	reliability	NOUN
ajema-7186	97	13	and	and	CCONJ
ajema-7186	97	14	accuracy	accuracy	NOUN
ajema-7186	97	15	of	of	ADP
ajema-7186	97	16	the	the	DET
ajema-7186	97	17	models	model	NOUN
ajema-7186	97	18	[	[	X
ajema-7186	97	19	70	70	NUM
ajema-7186	97	20	-	-	SYM
ajema-7186	97	21	74	74	NUM
ajema-7186	97	22	]	]	PUNCT
ajema-7186	97	23	.	.	PUNCT
ajema-7186	98	1	one	one	NUM
ajema-7186	98	2	of	of	ADP
ajema-7186	98	3	the	the	DET
ajema-7186	98	4	primary	primary	ADJ
ajema-7186	98	5	steps	step	NOUN
ajema-7186	98	6	in	in	ADP
ajema-7186	98	7	facial	facial	ADJ
ajema-7186	98	8	expression	expression	NOUN
ajema-7186	98	9	recognition	recognition	NOUN
ajema-7186	98	10	is	be	AUX
ajema-7186	98	11	the	the	DET
ajema-7186	98	12	conversion	conversion	NOUN
ajema-7186	98	13	of	of	ADP
ajema-7186	98	14	images	image	NOUN
ajema-7186	98	15	into	into	ADP
ajema-7186	98	16	grayscale	grayscale	NOUN
ajema-7186	98	17	.	.	PUNCT
ajema-7186	99	1	this	this	DET
ajema-7186	99	2	process	process	NOUN
ajema-7186	99	3	simplifies	simplify	VERB
ajema-7186	99	4	image	image	NOUN
ajema-7186	99	5	data	datum	NOUN
ajema-7186	99	6	by	by	ADP
ajema-7186	99	7	reducing	reduce	VERB
ajema-7186	99	8	color	color	NOUN
ajema-7186	99	9	channels	channel	NOUN
ajema-7186	99	10	to	to	ADP
ajema-7186	99	11	a	a	DET
ajema-7186	99	12	single	single	ADJ
ajema-7186	99	13	intensitybased	intensitybased	ADJ
ajema-7186	99	14	channel	channel	NOUN
ajema-7186	99	15	.	.	PUNCT
ajema-7186	100	1	by	by	ADP
ajema-7186	100	2	taking	take	VERB
ajema-7186	100	3	a	a	DET
ajema-7186	100	4	weighted	weighted	ADJ
ajema-7186	100	5	average	average	NOUN
ajema-7186	100	6	of	of	ADP
ajema-7186	100	7	the	the	DET
ajema-7186	100	8	red	red	ADJ
ajema-7186	100	9	,	,	PUNCT
ajema-7186	100	10	green	green	ADJ
ajema-7186	100	11	,	,	PUNCT
ajema-7186	100	12	and	and	CCONJ
ajema-7186	100	13	blue	blue	ADJ
ajema-7186	100	14	channels	channel	NOUN
ajema-7186	100	15	,	,	PUNCT
ajema-7186	100	16	grayscale	grayscale	NOUN
ajema-7186	100	17	transformation	transformation	NOUN
ajema-7186	100	18	enhances	enhance	VERB
ajema-7186	100	19	computational	computational	ADJ
ajema-7186	100	20	efficiency	efficiency	NOUN
ajema-7186	100	21	while	while	SCONJ
ajema-7186	100	22	preserving	preserve	VERB
ajema-7186	100	23	essential	essential	ADJ
ajema-7186	100	24	spatial	spatial	ADJ
ajema-7186	100	25	information	information	NOUN
ajema-7186	100	26	.	.	PUNCT
ajema-7186	101	1	the	the	DET
ajema-7186	101	2	human	human	ADJ
ajema-7186	101	3	eye	eye	NOUN
ajema-7186	101	4	perceives	perceive	VERB
ajema-7186	101	5	green	green	ADJ
ajema-7186	101	6	more	more	ADV
ajema-7186	101	7	prominently	prominently	ADV
ajema-7186	101	8	,	,	PUNCT
ajema-7186	101	9	so	so	CCONJ
ajema-7186	101	10	it	it	PRON
ajema-7186	101	11	is	be	AUX
ajema-7186	101	12	assigned	assign	VERB
ajema-7186	101	13	a	a	DET
ajema-7186	101	14	higher	high	ADJ
ajema-7186	101	15	weight	weight	NOUN
ajema-7186	101	16	in	in	ADP
ajema-7186	101	17	this	this	DET
ajema-7186	101	18	transformation	transformation	NOUN
ajema-7186	101	19	.	.	PUNCT
ajema-7186	102	1	the	the	DET
ajema-7186	102	2	resulting	result	VERB
ajema-7186	102	3	grayscale	grayscale	NOUN
ajema-7186	102	4	image	image	NOUN
ajema-7186	102	5	contains	contain	VERB
ajema-7186	102	6	pixel	pixel	PROPN
ajema-7186	102	7	intensity	intensity	NOUN
ajema-7186	102	8	values	value	NOUN
ajema-7186	102	9	ranging	range	VERB
ajema-7186	102	10	from	from	ADP
ajema-7186	102	11	0	0	NUM
ajema-7186	102	12	(	(	PUNCT
ajema-7186	102	13	black	black	NOUN
ajema-7186	102	14	)	)	PUNCT
ajema-7186	102	15	to	to	ADP
ajema-7186	102	16	255	255	NUM
ajema-7186	102	17	(	(	PUNCT
ajema-7186	102	18	white	white	PROPN
ajema-7186	102	19	)	)	PUNCT
ajema-7186	102	20	,	,	PUNCT
ajema-7186	102	21	representing	represent	VERB
ajema-7186	102	22	various	various	ADJ
ajema-7186	102	23	shades	shade	NOUN
ajema-7186	102	24	of	of	ADP
ajema-7186	102	25	gray	gray	ADJ
ajema-7186	102	26	.	.	PUNCT
ajema-7186	103	1	this	this	DET
ajema-7186	103	2	technique	technique	NOUN
ajema-7186	103	3	is	be	AUX
ajema-7186	103	4	widely	widely	ADV
ajema-7186	103	5	used	use	VERB
ajema-7186	103	6	in	in	ADP
ajema-7186	103	7	image	image	NOUN
ajema-7186	103	8	processing	processing	NOUN
ajema-7186	103	9	to	to	PART
ajema-7186	103	10	simplify	simplify	VERB
ajema-7186	103	11	analysis	analysis	NOUN
ajema-7186	103	12	,	,	PUNCT
ajema-7186	103	13	reduce	reduce	VERB
ajema-7186	103	14	computational	computational	ADJ
ajema-7186	103	15	load	load	NOUN
ajema-7186	103	16	,	,	PUNCT
ajema-7186	103	17	and	and	CCONJ
ajema-7186	103	18	highlight	highlight	VERB
ajema-7186	103	19	intensity	intensity	NOUN
ajema-7186	103	20	variations	variation	NOUN
ajema-7186	103	21	in	in	ADP
ajema-7186	103	22	an	an	DET
ajema-7186	103	23	image	image	NOUN
ajema-7186	103	24	,	,	PUNCT
ajema-7186	103	25	making	make	VERB
ajema-7186	103	26	it	it	PRON
ajema-7186	103	27	easier	easy	ADJ
ajema-7186	103	28	for	for	ADP
ajema-7186	103	29	machine	machine	NOUN
ajema-7186	103	30	learning	learning	NOUN
ajema-7186	103	31	models	model	NOUN
ajema-7186	103	32	to	to	AUX
ajema-7186	103	33	process	process	NOUN
ajema-7186	103	34	.	.	PUNCT
ajema-7186	104	1	pre	pre	ADJ
ajema-7186	104	2	-	-	ADJ
ajema-7186	104	3	processing	processing	NOUN
ajema-7186	104	4	is	be	AUX
ajema-7186	104	5	another	another	DET
ajema-7186	104	6	crucial	crucial	ADJ
ajema-7186	104	7	aspect	aspect	NOUN
ajema-7186	104	8	of	of	ADP
ajema-7186	104	9	fer	fer	PROPN
ajema-7186	104	10	,	,	PUNCT
ajema-7186	104	11	aiming	aim	VERB
ajema-7186	104	12	to	to	PART
ajema-7186	104	13	enhance	enhance	VERB
ajema-7186	104	14	image	image	NOUN
ajema-7186	104	15	quality	quality	NOUN
ajema-7186	104	16	and	and	CCONJ
ajema-7186	104	17	prepare	prepare	VERB
ajema-7186	104	18	it	it	PRON
ajema-7186	104	19	for	for	ADP
ajema-7186	104	20	further	further	ADJ
ajema-7186	104	21	analysis	analysis	NOUN
ajema-7186	104	22	.	.	PUNCT
ajema-7186	105	1	this	this	PRON
ajema-7186	105	2	involves	involve	VERB
ajema-7186	105	3	resizing	resize	VERB
ajema-7186	105	4	images	image	NOUN
ajema-7186	105	5	,	,	PUNCT
ajema-7186	105	6	normalizing	normalize	VERB
ajema-7186	105	7	pixel	pixel	ADJ
ajema-7186	105	8	values	value	NOUN
ajema-7186	105	9	,	,	PUNCT
ajema-7186	105	10	and	and	CCONJ
ajema-7186	105	11	applying	apply	VERB
ajema-7186	105	12	data	datum	NOUN
ajema-7186	105	13	augmentation	augmentation	NOUN
ajema-7186	105	14	techniques	technique	NOUN
ajema-7186	105	15	to	to	PART
ajema-7186	105	16	improve	improve	VERB
ajema-7186	105	17	model	model	NOUN
ajema-7186	105	18	generalization	generalization	NOUN
ajema-7186	105	19	.	.	PUNCT
ajema-7186	106	1	proper	proper	ADJ
ajema-7186	106	2	pre	pre	ADJ
ajema-7186	106	3	-	-	ADJ
ajema-7186	106	4	processing	processing	ADJ
ajema-7186	106	5	ensures	ensure	NOUN
ajema-7186	106	6	that	that	SCONJ
ajema-7186	106	7	cnn	cnn	PROPN
ajema-7186	106	8	models	model	NOUN
ajema-7186	106	9	effectively	effectively	ADV
ajema-7186	106	10	learn	learn	VERB
ajema-7186	106	11	emotional	emotional	ADJ
ajema-7186	106	12	patterns	pattern	NOUN
ajema-7186	106	13	from	from	ADP
ajema-7186	106	14	images	image	NOUN
ajema-7186	106	15	,	,	PUNCT
ajema-7186	106	16	increasing	increase	VERB
ajema-7186	106	17	their	their	PRON
ajema-7186	106	18	reliability	reliability	NOUN
ajema-7186	106	19	and	and	CCONJ
ajema-7186	106	20	accuracy	accuracy	NOUN
ajema-7186	107	1	[	[	X
ajema-7186	107	2	75	75	NUM
ajema-7186	107	3	]	]	PUNCT
ajema-7186	107	4	.	.	PUNCT
ajema-7186	108	1	data	datum	NOUN
ajema-7186	108	2	augmentation	augmentation	NOUN
ajema-7186	108	3	techniques	technique	NOUN
ajema-7186	108	4	such	such	ADJ
ajema-7186	108	5	as	as	ADP
ajema-7186	108	6	rotation	rotation	NOUN
ajema-7186	108	7	,	,	PUNCT
ajema-7186	108	8	flipping	flipping	NOUN
ajema-7186	108	9	,	,	PUNCT
ajema-7186	108	10	and	and	CCONJ
ajema-7186	108	11	contrast	contrast	NOUN
ajema-7186	108	12	adjustments	adjustment	NOUN
ajema-7186	108	13	help	help	VERB
ajema-7186	108	14	diversify	diversify	VERB
ajema-7186	108	15	training	training	NOUN
ajema-7186	108	16	datasets	dataset	NOUN
ajema-7186	108	17	,	,	PUNCT
ajema-7186	108	18	making	make	VERB
ajema-7186	108	19	models	model	NOUN
ajema-7186	108	20	more	more	ADV
ajema-7186	108	21	robust	robust	ADJ
ajema-7186	108	22	against	against	ADP
ajema-7186	108	23	variations	variation	NOUN
ajema-7186	108	24	in	in	ADP
ajema-7186	108	25	lighting	lighting	NOUN
ajema-7186	108	26	,	,	PUNCT
ajema-7186	108	27	angles	angle	NOUN
ajema-7186	108	28	,	,	PUNCT
ajema-7186	108	29	and	and	CCONJ
ajema-7186	108	30	facial	facial	ADJ
ajema-7186	108	31	occlusions	occlusion	NOUN
ajema-7186	108	32	.	.	PUNCT
ajema-7186	109	1	the	the	DET
ajema-7186	109	2	pre	pre	ADJ
ajema-7186	109	3	-	-	ADJ
ajema-7186	109	4	processed	processed	ADJ
ajema-7186	109	5	dataset	dataset	NOUN
ajema-7186	109	6	establishes	establish	VERB
ajema-7186	109	7	a	a	DET
ajema-7186	109	8	foundation	foundation	NOUN
ajema-7186	109	9	for	for	ADP
ajema-7186	109	10	correlating	correlate	VERB
ajema-7186	109	11	emotional	emotional	ADJ
ajema-7186	109	12	states	state	NOUN
ajema-7186	109	13	with	with	ADP
ajema-7186	109	14	musical	musical	ADJ
ajema-7186	109	15	attributes	attribute	NOUN
ajema-7186	109	16	,	,	PUNCT
ajema-7186	109	17	facilitating	facilitate	VERB
ajema-7186	109	18	emotion	emotion	NOUN
ajema-7186	109	19	-	-	PUNCT
ajema-7186	109	20	based	base	VERB
ajema-7186	109	21	music	music	NOUN
ajema-7186	109	22	recommendations	recommendation	NOUN
ajema-7186	109	23	[	[	X
ajema-7186	109	24	76	76	NUM
ajema-7186	109	25	]	]	PUNCT
ajema-7186	109	26	.	.	PUNCT
ajema-7186	110	1	image	image	NOUN
ajema-7186	110	2	smoothing	smoothing	NOUN
ajema-7186	110	3	plays	play	VERB
ajema-7186	110	4	a	a	DET
ajema-7186	110	5	significant	significant	ADJ
ajema-7186	110	6	role	role	NOUN
ajema-7186	110	7	in	in	ADP
ajema-7186	110	8	improving	improve	VERB
ajema-7186	110	9	image	image	NOUN
ajema-7186	110	10	quality	quality	NOUN
ajema-7186	110	11	by	by	ADP
ajema-7186	110	12	reducing	reduce	VERB
ajema-7186	110	13	noise	noise	NOUN
ajema-7186	110	14	and	and	CCONJ
ajema-7186	110	15	unwanted	unwanted	ADJ
ajema-7186	110	16	details	detail	NOUN
ajema-7186	110	17	.	.	PUNCT
ajema-7186	111	1	this	this	DET
ajema-7186	111	2	technique	technique	NOUN
ajema-7186	111	3	enhances	enhance	VERB
ajema-7186	111	4	the	the	DET
ajema-7186	111	5	clarity	clarity	NOUN
ajema-7186	111	6	of	of	ADP
ajema-7186	111	7	facial	facial	ADJ
ajema-7186	111	8	features	feature	NOUN
ajema-7186	111	9	,	,	PUNCT
ajema-7186	111	10	making	make	VERB
ajema-7186	111	11	it	it	PRON
ajema-7186	111	12	easier	easy	ADJ
ajema-7186	111	13	for	for	SCONJ
ajema-7186	111	14	models	model	NOUN
ajema-7186	111	15	to	to	PART
ajema-7186	111	16	extract	extract	VERB
ajema-7186	111	17	meaningful	meaningful	ADJ
ajema-7186	111	18	patterns	pattern	NOUN
ajema-7186	111	19	.	.	PUNCT
ajema-7186	112	1	gaussian	gaussian	PROPN
ajema-7186	112	2	blur	blur	PROPN
ajema-7186	112	3	,	,	PUNCT
ajema-7186	112	4	a	a	DET
ajema-7186	112	5	commonly	commonly	ADV
ajema-7186	112	6	used	use	VERB
ajema-7186	112	7	smoothing	smoothing	NOUN
ajema-7186	112	8	technique	technique	NOUN
ajema-7186	112	9	,	,	PUNCT
ajema-7186	112	10	applies	apply	VERB
ajema-7186	112	11	a	a	DET
ajema-7186	112	12	weighted	weighted	ADJ
ajema-7186	112	13	average	average	NOUN
ajema-7186	112	14	to	to	ADP
ajema-7186	112	15	pixel	pixel	PROPN
ajema-7186	112	16	intensities	intensity	NOUN
ajema-7186	112	17	,	,	PUNCT
ajema-7186	112	18	emphasizing	emphasize	VERB
ajema-7186	112	19	pixels	pixel	NOUN
ajema-7186	112	20	closer	close	ADV
ajema-7186	112	21	to	to	ADP
ajema-7186	112	22	the	the	DET
ajema-7186	112	23	center	center	NOUN
ajema-7186	112	24	of	of	ADP
ajema-7186	112	25	the	the	DET
ajema-7186	112	26	kernel	kernel	NOUN
ajema-7186	112	27	while	while	SCONJ
ajema-7186	112	28	minimizing	minimize	VERB
ajema-7186	112	29	noise	noise	NOUN
ajema-7186	112	30	from	from	ADP
ajema-7186	112	31	distant	distant	ADJ
ajema-7186	112	32	pixels	pixel	NOUN
ajema-7186	112	33	.	.	PUNCT
ajema-7186	113	1	the	the	DET
ajema-7186	113	2	advantage	advantage	NOUN
ajema-7186	113	3	of	of	ADP
ajema-7186	113	4	gaussian	gaussian	ADJ
ajema-7186	113	5	blur	blur	NOUN
ajema-7186	113	6	over	over	ADP
ajema-7186	113	7	simple	simple	ADJ
ajema-7186	113	8	averaging	averaging	NOUN
ajema-7186	113	9	is	be	AUX
ajema-7186	113	10	its	its	PRON
ajema-7186	113	11	ability	ability	NOUN
ajema-7186	113	12	to	to	PART
ajema-7186	113	13	retain	retain	VERB
ajema-7186	113	14	important	important	ADJ
ajema-7186	113	15	edges	edge	NOUN
ajema-7186	113	16	while	while	SCONJ
ajema-7186	113	17	reducing	reduce	VERB
ajema-7186	113	18	unwanted	unwanted	ADJ
ajema-7186	113	19	variations	variation	NOUN
ajema-7186	113	20	.	.	PUNCT
ajema-7186	114	1	image	image	NOUN
ajema-7186	114	2	smoothing	smoothing	NOUN
ajema-7186	114	3	helps	help	VERB
ajema-7186	114	4	refine	refine	VERB
ajema-7186	114	5	facial	facial	ADJ
ajema-7186	114	6	features	feature	NOUN
ajema-7186	114	7	,	,	PUNCT
ajema-7186	114	8	allowing	allow	VERB
ajema-7186	114	9	machine	machine	NOUN
ajema-7186	114	10	learning	learning	NOUN
ajema-7186	114	11	models	model	NOUN
ajema-7186	114	12	to	to	PART
ajema-7186	114	13	focus	focus	VERB
ajema-7186	114	14	on	on	ADP
ajema-7186	114	15	essential	essential	ADJ
ajema-7186	114	16	details	detail	NOUN
ajema-7186	114	17	required	require	VERB
ajema-7186	114	18	for	for	ADP
ajema-7186	114	19	accurate	accurate	ADJ
ajema-7186	114	20	emotion	emotion	NOUN
ajema-7186	114	21	detection	detection	NOUN
ajema-7186	114	22	[	[	X
ajema-7186	114	23	77	77	NUM
ajema-7186	114	24	]	]	PUNCT
ajema-7186	114	25	.	.	PUNCT
ajema-7186	115	1	another	another	DET
ajema-7186	115	2	important	important	ADJ
ajema-7186	115	3	step	step	NOUN
ajema-7186	115	4	in	in	ADP
ajema-7186	115	5	image	image	NOUN
ajema-7186	115	6	processing	processing	NOUN
ajema-7186	115	7	is	be	AUX
ajema-7186	115	8	segmentation	segmentation	NOUN
ajema-7186	115	9	,	,	PUNCT
ajema-7186	115	10	which	which	PRON
ajema-7186	115	11	divides	divide	VERB
ajema-7186	115	12	an	an	DET
ajema-7186	115	13	image	image	NOUN
ajema-7186	115	14	into	into	ADP
ajema-7186	115	15	distinct	distinct	ADJ
ajema-7186	115	16	,	,	PUNCT
ajema-7186	115	17	non	non	ADJ
ajema-7186	115	18	-	-	ADJ
ajema-7186	115	19	overlapping	overlapping	ADJ
ajema-7186	115	20	regions	region	NOUN
ajema-7186	115	21	based	base	VERB
ajema-7186	115	22	on	on	ADP
ajema-7186	115	23	criteria	criterion	NOUN
ajema-7186	115	24	such	such	ADJ
ajema-7186	115	25	as	as	ADP
ajema-7186	115	26	color	color	NOUN
ajema-7186	115	27	,	,	PUNCT
ajema-7186	115	28	texture	texture	NOUN
ajema-7186	115	29	,	,	PUNCT
ajema-7186	115	30	and	and	CCONJ
ajema-7186	115	31	intensity	intensity	NOUN
ajema-7186	115	32	.	.	PUNCT
ajema-7186	116	1	image	image	NOUN
ajema-7186	116	2	segmentation	segmentation	NOUN
ajema-7186	116	3	is	be	AUX
ajema-7186	116	4	vital	vital	ADJ
ajema-7186	116	5	for	for	ADP
ajema-7186	116	6	various	various	ADJ
ajema-7186	116	7	computer	computer	NOUN
ajema-7186	116	8	vision	vision	NOUN
ajema-7186	116	9	applications	application	NOUN
ajema-7186	116	10	,	,	PUNCT
ajema-7186	116	11	including	include	VERB
ajema-7186	116	12	object	object	NOUN
ajema-7186	116	13	detection	detection	NOUN
ajema-7186	116	14	and	and	CCONJ
ajema-7186	116	15	medical	medical	ADJ
ajema-7186	116	16	imaging	imaging	NOUN
ajema-7186	116	17	[	[	X
ajema-7186	116	18	78	78	NUM
ajema-7186	116	19	-	-	SYM
ajema-7186	116	20	81	81	NUM
ajema-7186	116	21	]	]	PUNCT
ajema-7186	116	22	.	.	PUNCT
ajema-7186	117	1	in	in	ADP
ajema-7186	117	2	the	the	DET
ajema-7186	117	3	context	context	NOUN
ajema-7186	117	4	of	of	ADP
ajema-7186	117	5	facial	facial	ADJ
ajema-7186	117	6	expression	expression	NOUN
ajema-7186	117	7	recognition	recognition	NOUN
ajema-7186	117	8	,	,	PUNCT
ajema-7186	117	9	segmentation	segmentation	NOUN
ajema-7186	117	10	isolates	isolate	VERB
ajema-7186	117	11	key	key	ADJ
ajema-7186	117	12	facial	facial	ADJ
ajema-7186	117	13	features	feature	NOUN
ajema-7186	117	14	,	,	PUNCT
ajema-7186	117	15	enabling	enable	VERB
ajema-7186	117	16	models	model	NOUN
ajema-7186	117	17	to	to	PART
ajema-7186	117	18	focus	focus	VERB
ajema-7186	117	19	on	on	ADP
ajema-7186	117	20	critical	critical	ADJ
ajema-7186	117	21	areas	area	NOUN
ajema-7186	117	22	such	such	ADJ
ajema-7186	117	23	as	as	ADP
ajema-7186	117	24	eyes	eye	NOUN
ajema-7186	117	25	,	,	PUNCT
ajema-7186	117	26	eyebrows	eyebrow	NOUN
ajema-7186	117	27	,	,	PUNCT
ajema-7186	117	28	and	and	CCONJ
ajema-7186	117	29	mouth	mouth	NOUN
ajema-7186	117	30	movements	movement	NOUN
ajema-7186	117	31	.	.	PUNCT
ajema-7186	118	1	different	different	ADJ
ajema-7186	118	2	segmentation	segmentation	NOUN
ajema-7186	118	3	techniques	technique	NOUN
ajema-7186	118	4	,	,	PUNCT
ajema-7186	118	5	such	such	ADJ
ajema-7186	118	6	as	as	ADP
ajema-7186	118	7	thresholding	thresholding	NOUN
ajema-7186	118	8	,	,	PUNCT
ajema-7186	118	9	edge	edge	NOUN
ajema-7186	118	10	detection	detection	NOUN
ajema-7186	118	11	,	,	PUNCT
ajema-7186	118	12	and	and	CCONJ
ajema-7186	118	13	deep	deep	ADJ
ajema-7186	118	14	learning	learning	NOUN
ajema-7186	118	15	-	-	PUNCT
ajema-7186	118	16	based	base	VERB
ajema-7186	118	17	approaches	approach	NOUN
ajema-7186	118	18	,	,	PUNCT
ajema-7186	118	19	provide	provide	VERB
ajema-7186	118	20	varying	vary	VERB
ajema-7186	118	21	levels	level	NOUN
ajema-7186	118	22	of	of	ADP
ajema-7186	118	23	accuracy	accuracy	NOUN
ajema-7186	118	24	and	and	CCONJ
ajema-7186	118	25	efficiency	efficiency	NOUN
ajema-7186	118	26	.	.	PUNCT
ajema-7186	119	1	deep	deep	ADJ
ajema-7186	119	2	learning	learning	NOUN
ajema-7186	119	3	models	model	NOUN
ajema-7186	119	4	,	,	PUNCT
ajema-7186	119	5	especially	especially	ADV
ajema-7186	119	6	cnns	cnn	NOUN
ajema-7186	119	7	,	,	PUNCT
ajema-7186	119	8	have	have	AUX
ajema-7186	119	9	demonstrated	demonstrate	VERB
ajema-7186	119	10	remarkable	remarkable	ADJ
ajema-7186	119	11	success	success	NOUN
ajema-7186	119	12	in	in	ADP
ajema-7186	119	13	segmenting	segment	VERB
ajema-7186	119	14	facial	facial	ADJ
ajema-7186	119	15	regions	region	NOUN
ajema-7186	119	16	,	,	PUNCT
ajema-7186	119	17	improving	improve	VERB
ajema-7186	119	18	the	the	DET
ajema-7186	119	19	precision	precision	NOUN
ajema-7186	119	20	of	of	ADP
ajema-7186	119	21	emotion	emotion	NOUN
ajema-7186	119	22	recognition	recognition	NOUN
ajema-7186	119	23	systems	system	NOUN
ajema-7186	119	24	[	[	X
ajema-7186	119	25	82	82	NUM
ajema-7186	119	26	]	]	PUNCT
ajema-7186	119	27	.	.	PUNCT
ajema-7186	120	1	feature	feature	NOUN
ajema-7186	120	2	extraction	extraction	NOUN
ajema-7186	120	3	is	be	AUX
ajema-7186	120	4	a	a	DET
ajema-7186	120	5	fundamental	fundamental	ADJ
ajema-7186	120	6	step	step	NOUN
ajema-7186	120	7	in	in	ADP
ajema-7186	120	8	image	image	NOUN
ajema-7186	120	9	processing	processing	NOUN
ajema-7186	120	10	that	that	PRON
ajema-7186	120	11	identifies	identify	VERB
ajema-7186	120	12	patterns	pattern	NOUN
ajema-7186	120	13	and	and	CCONJ
ajema-7186	120	14	characteristics	characteristic	NOUN
ajema-7186	120	15	from	from	ADP
ajema-7186	120	16	segmented	segment	VERB
ajema-7186	120	17	images	image	NOUN
ajema-7186	120	18	.	.	PUNCT
ajema-7186	121	1	this	this	DET
ajema-7186	121	2	process	process	NOUN
ajema-7186	121	3	involves	involve	VERB
ajema-7186	121	4	detecting	detect	VERB
ajema-7186	121	5	and	and	CCONJ
ajema-7186	121	6	analyzing	analyze	VERB
ajema-7186	121	7	essential	essential	ADJ
ajema-7186	121	8	facial	facial	ADJ
ajema-7186	121	9	features	feature	NOUN
ajema-7186	121	10	,	,	PUNCT
ajema-7186	121	11	such	such	ADJ
ajema-7186	121	12	as	as	ADP
ajema-7186	121	13	contours	contour	NOUN
ajema-7186	121	14	,	,	PUNCT
ajema-7186	121	15	edges	edge	NOUN
ajema-7186	121	16	,	,	PUNCT
ajema-7186	121	17	and	and	CCONJ
ajema-7186	121	18	shape	shape	NOUN
ajema-7186	121	19	variations	variation	NOUN
ajema-7186	121	20	,	,	PUNCT
ajema-7186	121	21	which	which	PRON
ajema-7186	121	22	contribute	contribute	VERB
ajema-7186	121	23	to	to	ADP
ajema-7186	121	24	emotion	emotion	NOUN
ajema-7186	121	25	recognition	recognition	NOUN
ajema-7186	121	26	.	.	PUNCT
ajema-7186	122	1	feature	feature	NOUN
ajema-7186	122	2	extraction	extraction	NOUN
ajema-7186	122	3	methods	method	NOUN
ajema-7186	122	4	range	range	VERB
ajema-7186	122	5	from	from	ADP
ajema-7186	122	6	simple	simple	ADJ
ajema-7186	122	7	statistical	statistical	ADJ
ajema-7186	122	8	measures	measure	NOUN
ajema-7186	122	9	to	to	PART
ajema-7186	122	10	complex	complex	ADJ
ajema-7186	122	11	deep	deep	ADJ
ajema-7186	122	12	learning	learning	NOUN
ajema-7186	122	13	-	-	PUNCT
ajema-7186	122	14	based	base	VERB
ajema-7186	122	15	representations	representation	NOUN
ajema-7186	122	16	.	.	PUNCT
ajema-7186	123	1	in	in	ADP
ajema-7186	123	2	medical	medical	ADJ
ajema-7186	123	3	applications	application	NOUN
ajema-7186	123	4	,	,	PUNCT
ajema-7186	123	5	feature	feature	NOUN
ajema-7186	123	6	extraction	extraction	NOUN
ajema-7186	123	7	helps	helps	AUX
ajema-7186	123	8	identify	identify	VERB
ajema-7186	123	9	abnormalities	abnormality	NOUN
ajema-7186	123	10	by	by	ADP
ajema-7186	123	11	analyzing	analyze	VERB
ajema-7186	123	12	specific	specific	ADJ
ajema-7186	123	13	regions	region	NOUN
ajema-7186	123	14	of	of	ADP
ajema-7186	123	15	an	an	DET
ajema-7186	123	16	image	image	NOUN
ajema-7186	123	17	.	.	PUNCT
ajema-7186	124	1	similarly	similarly	ADV
ajema-7186	124	2	,	,	PUNCT
ajema-7186	124	3	in	in	ADP
ajema-7186	124	4	fer	fer	PROPN
ajema-7186	124	5	,	,	PUNCT
ajema-7186	124	6	feature	feature	NOUN
ajema-7186	124	7	extraction	extraction	NOUN
ajema-7186	124	8	enables	enable	VERB
ajema-7186	124	9	models	model	NOUN
ajema-7186	124	10	to	to	PART
ajema-7186	124	11	differentiate	differentiate	VERB
ajema-7186	124	12	between	between	ADP
ajema-7186	124	13	emotions	emotion	NOUN
ajema-7186	124	14	by	by	ADP
ajema-7186	124	15	analyzing	analyze	VERB
ajema-7186	124	16	subtle	subtle	ADJ
ajema-7186	124	17	facial	facial	ADJ
ajema-7186	124	18	expressions	expression	NOUN
ajema-7186	124	19	.	.	PUNCT
ajema-7186	125	1	various	various	ADJ
ajema-7186	125	2	techniques	technique	NOUN
ajema-7186	125	3	,	,	PUNCT
ajema-7186	125	4	such	such	ADJ
ajema-7186	125	5	as	as	ADP
ajema-7186	125	6	region	region	NOUN
ajema-7186	125	7	-	-	PUNCT
ajema-7186	125	8	based	base	VERB
ajema-7186	125	9	segmentation	segmentation	NOUN
ajema-7186	125	10	and	and	CCONJ
ajema-7186	125	11	median	median	ADJ
ajema-7186	125	12	filtering	filtering	NOUN
ajema-7186	125	13	,	,	PUNCT
ajema-7186	125	14	enhance	enhance	VERB
ajema-7186	125	15	the	the	DET
ajema-7186	125	16	accuracy	accuracy	NOUN
ajema-7186	125	17	of	of	ADP
ajema-7186	125	18	extracted	extract	VERB
ajema-7186	125	19	features	feature	NOUN
ajema-7186	125	20	,	,	PUNCT
ajema-7186	125	21	leading	lead	VERB
ajema-7186	125	22	to	to	ADP
ajema-7186	125	23	improved	improve	VERB
ajema-7186	125	24	classification	classification	NOUN
ajema-7186	125	25	performance	performance	NOUN
ajema-7186	125	26	.	.	PUNCT
ajema-7186	126	1	the	the	DET
ajema-7186	126	2	correlation	correlation	NOUN
ajema-7186	126	3	between	between	ADP
ajema-7186	126	4	emotions	emotion	NOUN
ajema-7186	126	5	and	and	CCONJ
ajema-7186	126	6	music	music	NOUN
ajema-7186	126	7	is	be	AUX
ajema-7186	126	8	a	a	DET
ajema-7186	126	9	critical	critical	ADJ
ajema-7186	126	10	aspect	aspect	NOUN
ajema-7186	126	11	of	of	ADP
ajema-7186	126	12	personalized	personalized	ADJ
ajema-7186	126	13	music	music	NOUN
ajema-7186	126	14	recommendations	recommendation	NOUN
ajema-7186	126	15	.	.	PUNCT
ajema-7186	127	1	emotion	emotion	NOUN
ajema-7186	127	2	-	-	PUNCT
ajema-7186	127	3	based	base	VERB
ajema-7186	127	4	music	music	NOUN
ajema-7186	127	5	recommendation	recommendation	NOUN
ajema-7186	127	6	systems	system	NOUN
ajema-7186	127	7	integrate	integrate	VERB
ajema-7186	127	8	real	real	ADJ
ajema-7186	127	9	-	-	PUNCT
ajema-7186	127	10	time	time	NOUN
ajema-7186	127	11	facial	facial	ADJ
ajema-7186	127	12	expression	expression	NOUN
ajema-7186	127	13	analysis	analysis	NOUN
ajema-7186	127	14	with	with	ADP
ajema-7186	127	15	music	music	NOUN
ajema-7186	127	16	preference	preference	NOUN
ajema-7186	127	17	datasets	dataset	NOUN
ajema-7186	127	18	to	to	PART
ajema-7186	127	19	suggest	suggest	VERB
ajema-7186	127	20	songs	song	NOUN
ajema-7186	127	21	that	that	PRON
ajema-7186	127	22	align	align	VERB
ajema-7186	127	23	with	with	ADP
ajema-7186	127	24	a	a	DET
ajema-7186	127	25	user	user	NOUN
ajema-7186	127	26	's	's	PART
ajema-7186	127	27	current	current	ADJ
ajema-7186	127	28	emotional	emotional	ADJ
ajema-7186	127	29	state	state	NOUN
ajema-7186	127	30	.	.	PUNCT
ajema-7186	128	1	machine	machine	NOUN
ajema-7186	128	2	learning	learn	VERB
ajema-7186	128	3	algorithms	algorithm	NOUN
ajema-7186	128	4	analyze	analyze	VERB
ajema-7186	128	5	emotion	emotion	NOUN
ajema-7186	128	6	data	datum	NOUN
ajema-7186	128	7	extracted	extract	VERB
ajema-7186	128	8	from	from	ADP
ajema-7186	128	9	facial	facial	ADJ
ajema-7186	128	10	expressions	expression	NOUN
ajema-7186	128	11	and	and	CCONJ
ajema-7186	128	12	match	match	VERB
ajema-7186	128	13	them	they	PRON
ajema-7186	128	14	with	with	ADP
ajema-7186	128	15	appropriate	appropriate	ADJ
ajema-7186	128	16	musical	musical	ADJ
ajema-7186	128	17	attributes	attribute	NOUN
ajema-7186	128	18	.	.	PUNCT
ajema-7186	129	1	this	this	DET
ajema-7186	129	2	process	process	NOUN
ajema-7186	129	3	involves	involve	VERB
ajema-7186	129	4	training	train	VERB
ajema-7186	129	5	178	178	NUM
ajema-7186	129	6	journal	journal	NOUN
ajema-7186	129	7	of	of	ADP
ajema-7186	129	8	engineering	engineering	NOUN
ajema-7186	129	9	,	,	PUNCT
ajema-7186	129	10	mechanics	mechanic	NOUN
ajema-7186	129	11	and	and	CCONJ
ajema-7186	129	12	architecture	architecture	NOUN
ajema-7186	129	13	www	www	NOUN
ajema-7186	129	14	.	.	PUNCT
ajema-7186	130	1	grnjournal.us	grnjournal.us	PROPN
ajema-7186	130	2	models	model	NOUN
ajema-7186	130	3	to	to	PART
ajema-7186	130	4	understand	understand	VERB
ajema-7186	130	5	the	the	DET
ajema-7186	130	6	relationship	relationship	NOUN
ajema-7186	130	7	between	between	ADP
ajema-7186	130	8	emotional	emotional	ADJ
ajema-7186	130	9	states	state	NOUN
ajema-7186	130	10	and	and	CCONJ
ajema-7186	130	11	music	music	NOUN
ajema-7186	130	12	genres	genre	NOUN
ajema-7186	130	13	,	,	PUNCT
ajema-7186	130	14	tempo	tempo	NOUN
ajema-7186	130	15	,	,	PUNCT
ajema-7186	130	16	and	and	CCONJ
ajema-7186	130	17	lyrical	lyrical	ADJ
ajema-7186	130	18	content	content	NOUN
ajema-7186	130	19	.	.	PUNCT
ajema-7186	131	1	the	the	DET
ajema-7186	131	2	goal	goal	NOUN
ajema-7186	131	3	is	be	AUX
ajema-7186	131	4	to	to	PART
ajema-7186	131	5	enhance	enhance	VERB
ajema-7186	131	6	user	user	NOUN
ajema-7186	131	7	experience	experience	NOUN
ajema-7186	131	8	by	by	ADP
ajema-7186	131	9	offering	offer	VERB
ajema-7186	131	10	music	music	NOUN
ajema-7186	131	11	that	that	PRON
ajema-7186	131	12	complements	complement	VERB
ajema-7186	131	13	their	their	PRON
ajema-7186	131	14	mood	mood	NOUN
ajema-7186	131	15	,	,	PUNCT
ajema-7186	131	16	creating	create	VERB
ajema-7186	131	17	a	a	DET
ajema-7186	131	18	seamless	seamless	ADJ
ajema-7186	131	19	and	and	CCONJ
ajema-7186	131	20	emotionally	emotionally	ADV
ajema-7186	131	21	resonant	resonant	VERB
ajema-7186	131	22	listening	listening	NOUN
ajema-7186	131	23	experience	experience	NOUN
ajema-7186	131	24	.	.	PUNCT
ajema-7186	132	1	user	user	NOUN
ajema-7186	132	2	interaction	interaction	NOUN
ajema-7186	132	3	plays	play	VERB
ajema-7186	132	4	a	a	DET
ajema-7186	132	5	vital	vital	ADJ
ajema-7186	132	6	role	role	NOUN
ajema-7186	132	7	in	in	ADP
ajema-7186	132	8	refining	refine	VERB
ajema-7186	132	9	the	the	DET
ajema-7186	132	10	music	music	NOUN
ajema-7186	132	11	recommendation	recommendation	NOUN
ajema-7186	132	12	system	system	NOUN
ajema-7186	132	13	.	.	PUNCT
ajema-7186	133	1	a	a	DET
ajema-7186	133	2	real	real	ADJ
ajema-7186	133	3	-	-	PUNCT
ajema-7186	133	4	time	time	NOUN
ajema-7186	133	5	interface	interface	NOUN
ajema-7186	133	6	captures	capture	VERB
ajema-7186	133	7	facial	facial	ADJ
ajema-7186	133	8	expressions	expression	NOUN
ajema-7186	133	9	through	through	ADP
ajema-7186	133	10	a	a	DET
ajema-7186	133	11	webcam	webcam	NOUN
ajema-7186	133	12	and	and	CCONJ
ajema-7186	133	13	communicates	communicate	VERB
ajema-7186	133	14	with	with	ADP
ajema-7186	133	15	the	the	DET
ajema-7186	133	16	emotion	emotion	NOUN
ajema-7186	133	17	detection	detection	NOUN
ajema-7186	133	18	system	system	NOUN
ajema-7186	133	19	.	.	PUNCT
ajema-7186	134	1	this	this	DET
ajema-7186	134	2	interaction	interaction	NOUN
ajema-7186	134	3	allows	allow	VERB
ajema-7186	134	4	users	user	NOUN
ajema-7186	134	5	to	to	PART
ajema-7186	134	6	receive	receive	VERB
ajema-7186	134	7	music	music	NOUN
ajema-7186	134	8	recommendations	recommendation	NOUN
ajema-7186	134	9	that	that	PRON
ajema-7186	134	10	align	align	VERB
ajema-7186	134	11	with	with	ADP
ajema-7186	134	12	their	their	PRON
ajema-7186	134	13	emotional	emotional	ADJ
ajema-7186	134	14	state	state	NOUN
ajema-7186	134	15	.	.	PUNCT
ajema-7186	135	1	additionally	additionally	ADV
ajema-7186	135	2	,	,	PUNCT
ajema-7186	135	3	the	the	DET
ajema-7186	135	4	system	system	NOUN
ajema-7186	135	5	continuously	continuously	ADV
ajema-7186	135	6	learns	learn	VERB
ajema-7186	135	7	from	from	ADP
ajema-7186	135	8	user	user	NOUN
ajema-7186	135	9	feedback	feedback	NOUN
ajema-7186	135	10	,	,	PUNCT
ajema-7186	135	11	adapting	adapt	VERB
ajema-7186	135	12	its	its	PRON
ajema-7186	135	13	recommendations	recommendation	NOUN
ajema-7186	135	14	to	to	PART
ajema-7186	135	15	better	well	ADV
ajema-7186	135	16	suit	suit	VERB
ajema-7186	135	17	individual	individual	ADJ
ajema-7186	135	18	preferences	preference	NOUN
ajema-7186	135	19	.	.	PUNCT
ajema-7186	136	1	by	by	ADP
ajema-7186	136	2	analyzing	analyze	VERB
ajema-7186	136	3	user	user	NOUN
ajema-7186	136	4	responses	response	NOUN
ajema-7186	136	5	to	to	ADP
ajema-7186	136	6	suggested	suggest	VERB
ajema-7186	136	7	music	music	NOUN
ajema-7186	136	8	,	,	PUNCT
ajema-7186	136	9	the	the	DET
ajema-7186	136	10	model	model	NOUN
ajema-7186	136	11	fine	fine	NOUN
ajema-7186	136	12	-	-	PUNCT
ajema-7186	136	13	tunes	tune	NOUN
ajema-7186	136	14	its	its	PRON
ajema-7186	136	15	predictive	predictive	ADJ
ajema-7186	136	16	capabilities	capability	NOUN
ajema-7186	136	17	,	,	PUNCT
ajema-7186	136	18	ensuring	ensure	VERB
ajema-7186	136	19	a	a	DET
ajema-7186	136	20	personalized	personalized	ADJ
ajema-7186	136	21	and	and	CCONJ
ajema-7186	136	22	engaging	engaging	ADJ
ajema-7186	136	23	experience	experience	NOUN
ajema-7186	136	24	.	.	PUNCT
ajema-7186	137	1	the	the	DET
ajema-7186	137	2	integration	integration	NOUN
ajema-7186	137	3	of	of	ADP
ajema-7186	137	4	computer	computer	NOUN
ajema-7186	137	5	vision	vision	NOUN
ajema-7186	137	6	,	,	PUNCT
ajema-7186	137	7	emotion	emotion	NOUN
ajema-7186	137	8	recognition	recognition	NOUN
ajema-7186	137	9	,	,	PUNCT
ajema-7186	137	10	and	and	CCONJ
ajema-7186	137	11	machine	machine	NOUN
ajema-7186	137	12	learning	learning	NOUN
ajema-7186	137	13	transforms	transform	VERB
ajema-7186	137	14	traditional	traditional	ADJ
ajema-7186	137	15	music	music	NOUN
ajema-7186	137	16	recommendation	recommendation	NOUN
ajema-7186	137	17	methods	method	NOUN
ajema-7186	137	18	into	into	ADP
ajema-7186	137	19	a	a	DET
ajema-7186	137	20	more	more	ADV
ajema-7186	137	21	immersive	immersive	ADJ
ajema-7186	137	22	and	and	CCONJ
ajema-7186	137	23	intelligent	intelligent	ADJ
ajema-7186	137	24	system	system	NOUN
ajema-7186	137	25	.	.	PUNCT
ajema-7186	138	1	literature	literature	NOUN
ajema-7186	138	2	review	review	NOUN
ajema-7186	138	3	in	in	ADP
ajema-7186	138	4	this	this	DET
ajema-7186	138	5	study	study	NOUN
ajema-7186	138	6	,	,	PUNCT
ajema-7186	138	7	a	a	DET
ajema-7186	138	8	hybrid	hybrid	ADJ
ajema-7186	138	9	approach	approach	NOUN
ajema-7186	138	10	combining	combine	VERB
ajema-7186	138	11	content	content	NOUN
ajema-7186	138	12	recommendation	recommendation	NOUN
ajema-7186	138	13	and	and	CCONJ
ajema-7186	138	14	collaboration	collaboration	NOUN
ajema-7186	138	15	is	be	AUX
ajema-7186	138	16	evaluated	evaluate	VERB
ajema-7186	138	17	to	to	PART
ajema-7186	138	18	enhance	enhance	VERB
ajema-7186	138	19	music	music	NOUN
ajema-7186	138	20	suggestions	suggestion	NOUN
ajema-7186	138	21	and	and	CCONJ
ajema-7186	138	22	address	address	VERB
ajema-7186	138	23	the	the	DET
ajema-7186	138	24	cold	cold	ADJ
ajema-7186	138	25	start	start	NOUN
ajema-7186	138	26	problem	problem	NOUN
ajema-7186	138	27	caused	cause	VERB
ajema-7186	138	28	by	by	ADP
ajema-7186	138	29	limited	limited	ADJ
ajema-7186	138	30	datasets	dataset	NOUN
ajema-7186	138	31	.	.	PUNCT
ajema-7186	139	1	user	user	NOUN
ajema-7186	139	2	-	-	PUNCT
ajema-7186	139	3	based	base	VERB
ajema-7186	139	4	recommendations	recommendation	NOUN
ajema-7186	139	5	help	help	VERB
ajema-7186	139	6	increase	increase	VERB
ajema-7186	139	7	user	user	NOUN
ajema-7186	139	8	engagement	engagement	NOUN
ajema-7186	139	9	and	and	CCONJ
ajema-7186	139	10	improve	improve	VERB
ajema-7186	139	11	the	the	DET
ajema-7186	139	12	efficiency	efficiency	NOUN
ajema-7186	139	13	of	of	ADP
ajema-7186	139	14	recombination	recombination	NOUN
ajema-7186	139	15	algorithms	algorithm	NOUN
ajema-7186	139	16	.	.	PUNCT
ajema-7186	140	1	however	however	ADV
ajema-7186	140	2	,	,	PUNCT
ajema-7186	140	3	this	this	DET
ajema-7186	140	4	model	model	NOUN
ajema-7186	140	5	has	have	VERB
ajema-7186	140	6	certain	certain	ADJ
ajema-7186	140	7	limitations	limitation	NOUN
ajema-7186	140	8	,	,	PUNCT
ajema-7186	140	9	including	include	VERB
ajema-7186	140	10	privacy	privacy	NOUN
ajema-7186	140	11	concerns	concern	NOUN
ajema-7186	140	12	and	and	CCONJ
ajema-7186	140	13	inaccuracies	inaccuracy	NOUN
ajema-7186	140	14	in	in	ADP
ajema-7186	140	15	its	its	PRON
ajema-7186	140	16	predictions	prediction	NOUN
ajema-7186	140	17	[	[	X
ajema-7186	140	18	91	91	NUM
ajema-7186	140	19	]	]	PUNCT
ajema-7186	140	20	.	.	PUNCT
ajema-7186	141	1	changes	change	NOUN
ajema-7186	141	2	in	in	ADP
ajema-7186	141	3	facial	facial	ADJ
ajema-7186	141	4	curvature	curvature	NOUN
ajema-7186	141	5	and	and	CCONJ
ajema-7186	141	6	corresponding	corresponding	ADJ
ajema-7186	141	7	pixel	pixel	PROPN
ajema-7186	141	8	intensities	intensity	NOUN
ajema-7186	141	9	were	be	AUX
ajema-7186	141	10	analyzed	analyze	VERB
ajema-7186	141	11	to	to	PART
ajema-7186	141	12	improve	improve	VERB
ajema-7186	141	13	emotion	emotion	NOUN
ajema-7186	141	14	recognition	recognition	NOUN
ajema-7186	141	15	from	from	ADP
ajema-7186	141	16	facial	facial	ADJ
ajema-7186	141	17	expressions	expression	NOUN
ajema-7186	141	18	.	.	PUNCT
ajema-7186	142	1	emotion	emotion	NOUN
ajema-7186	142	2	recognition	recognition	NOUN
ajema-7186	142	3	systems	system	NOUN
ajema-7186	142	4	have	have	AUX
ajema-7186	142	5	gained	gain	VERB
ajema-7186	142	6	considerable	considerable	ADJ
ajema-7186	142	7	interest	interest	NOUN
ajema-7186	142	8	due	due	ADP
ajema-7186	142	9	to	to	ADP
ajema-7186	142	10	their	their	PRON
ajema-7186	142	11	ability	ability	NOUN
ajema-7186	142	12	to	to	PART
ajema-7186	142	13	understand	understand	VERB
ajema-7186	142	14	human	human	ADJ
ajema-7186	142	15	feelings	feeling	NOUN
ajema-7186	142	16	and	and	CCONJ
ajema-7186	142	17	improve	improve	VERB
ajema-7186	142	18	user	user	NOUN
ajema-7186	142	19	experiences	experience	NOUN
ajema-7186	142	20	in	in	ADP
ajema-7186	142	21	various	various	ADJ
ajema-7186	142	22	applications	application	NOUN
ajema-7186	142	23	.	.	PUNCT
ajema-7186	143	1	these	these	DET
ajema-7186	143	2	systems	system	NOUN
ajema-7186	143	3	rely	rely	VERB
ajema-7186	143	4	on	on	ADP
ajema-7186	143	5	face	face	NOUN
ajema-7186	143	6	orientation	orientation	NOUN
ajema-7186	143	7	methods	method	NOUN
ajema-7186	143	8	and	and	CCONJ
ajema-7186	143	9	are	be	AUX
ajema-7186	143	10	tested	test	VERB
ajema-7186	143	11	under	under	ADP
ajema-7186	143	12	different	different	ADJ
ajema-7186	143	13	conditions	condition	NOUN
ajema-7186	143	14	to	to	PART
ajema-7186	143	15	assess	assess	VERB
ajema-7186	143	16	their	their	PRON
ajema-7186	143	17	performance	performance	NOUN
ajema-7186	143	18	[	[	X
ajema-7186	143	19	92	92	NUM
ajema-7186	143	20	]	]	PUNCT
ajema-7186	143	21	.	.	PUNCT
ajema-7186	144	1	however	however	ADV
ajema-7186	144	2	,	,	PUNCT
ajema-7186	144	3	a	a	DET
ajema-7186	144	4	major	major	ADJ
ajema-7186	144	5	drawback	drawback	NOUN
ajema-7186	144	6	is	be	AUX
ajema-7186	144	7	that	that	SCONJ
ajema-7186	144	8	they	they	PRON
ajema-7186	144	9	struggle	struggle	VERB
ajema-7186	144	10	to	to	PART
ajema-7186	144	11	adapt	adapt	VERB
ajema-7186	144	12	to	to	ADP
ajema-7186	144	13	rapid	rapid	ADJ
ajema-7186	144	14	emotional	emotional	ADJ
ajema-7186	144	15	changes	change	NOUN
ajema-7186	144	16	,	,	PUNCT
ajema-7186	144	17	reducing	reduce	VERB
ajema-7186	144	18	their	their	PRON
ajema-7186	144	19	real	real	ADJ
ajema-7186	144	20	-	-	PUNCT
ajema-7186	144	21	time	time	NOUN
ajema-7186	144	22	effectiveness	effectiveness	NOUN
ajema-7186	144	23	.	.	PUNCT
ajema-7186	145	1	many	many	ADJ
ajema-7186	145	2	studies	study	NOUN
ajema-7186	145	3	have	have	AUX
ajema-7186	145	4	attempted	attempt	VERB
ajema-7186	145	5	to	to	PART
ajema-7186	145	6	classify	classify	VERB
ajema-7186	145	7	physiological	physiological	ADJ
ajema-7186	145	8	,	,	PUNCT
ajema-7186	145	9	behavioral	behavioral	ADJ
ajema-7186	145	10	,	,	PUNCT
ajema-7186	145	11	and	and	CCONJ
ajema-7186	145	12	emotional	emotional	ADJ
ajema-7186	145	13	states	state	NOUN
ajema-7186	145	14	expressed	express	VERB
ajema-7186	145	15	on	on	ADP
ajema-7186	145	16	users	user	NOUN
ajema-7186	145	17	’	'	PUNCT
ajema-7186	145	18	faces	face	NOUN
ajema-7186	145	19	through	through	ADP
ajema-7186	145	20	different	different	ADJ
ajema-7186	145	21	machine	machine	NOUN
ajema-7186	145	22	learning	learn	VERB
ajema-7186	145	23	techniques	technique	NOUN
ajema-7186	145	24	[	[	X
ajema-7186	145	25	93	93	NUM
ajema-7186	145	26	]	]	PUNCT
ajema-7186	145	27	.	.	PUNCT
ajema-7186	146	1	these	these	DET
ajema-7186	146	2	methods	method	NOUN
ajema-7186	146	3	involve	involve	VERB
ajema-7186	146	4	preprocessing	preprocesse	VERB
ajema-7186	146	5	digitized	digitize	VERB
ajema-7186	146	6	facial	facial	ADJ
ajema-7186	146	7	images	image	NOUN
ajema-7186	146	8	and	and	CCONJ
ajema-7186	146	9	applying	apply	VERB
ajema-7186	146	10	various	various	ADJ
ajema-7186	146	11	feature	feature	NOUN
ajema-7186	146	12	extraction	extraction	NOUN
ajema-7186	146	13	and	and	CCONJ
ajema-7186	146	14	classification	classification	NOUN
ajema-7186	146	15	algorithms	algorithm	NOUN
ajema-7186	146	16	.	.	PUNCT
ajema-7186	147	1	the	the	DET
ajema-7186	147	2	complexity	complexity	NOUN
ajema-7186	147	3	of	of	ADP
ajema-7186	147	4	such	such	ADJ
ajema-7186	147	5	models	model	NOUN
ajema-7186	147	6	often	often	ADV
ajema-7186	147	7	makes	make	VERB
ajema-7186	147	8	them	they	PRON
ajema-7186	147	9	computationally	computationally	ADV
ajema-7186	147	10	expensive	expensive	ADJ
ajema-7186	147	11	and	and	CCONJ
ajema-7186	147	12	challenging	challenging	ADJ
ajema-7186	147	13	to	to	PART
ajema-7186	147	14	implement	implement	VERB
ajema-7186	147	15	in	in	ADP
ajema-7186	147	16	real	real	ADJ
ajema-7186	147	17	-	-	PUNCT
ajema-7186	147	18	world	world	NOUN
ajema-7186	147	19	applications	application	NOUN
ajema-7186	147	20	[	[	X
ajema-7186	147	21	83	83	NUM
ajema-7186	147	22	]	]	PUNCT
ajema-7186	147	23	.	.	PUNCT
ajema-7186	148	1	a	a	DET
ajema-7186	148	2	cnn	cnn	PROPN
ajema-7186	148	3	-	-	PUNCT
ajema-7186	148	4	based	base	VERB
ajema-7186	148	5	model	model	NOUN
ajema-7186	148	6	for	for	ADP
ajema-7186	148	7	facial	facial	ADJ
ajema-7186	148	8	expression	expression	NOUN
ajema-7186	148	9	recognition	recognition	NOUN
ajema-7186	148	10	has	have	AUX
ajema-7186	148	11	been	be	AUX
ajema-7186	148	12	developed	develop	VERB
ajema-7186	148	13	to	to	PART
ajema-7186	148	14	automatically	automatically	ADV
ajema-7186	148	15	suggest	suggest	VERB
ajema-7186	148	16	music	music	NOUN
ajema-7186	148	17	based	base	VERB
ajema-7186	148	18	on	on	ADP
ajema-7186	148	19	users	user	NOUN
ajema-7186	148	20	'	'	PART
ajema-7186	148	21	emotional	emotional	ADJ
ajema-7186	148	22	states	state	NOUN
ajema-7186	148	23	.	.	PUNCT
ajema-7186	149	1	this	this	DET
ajema-7186	149	2	approach	approach	NOUN
ajema-7186	149	3	enhances	enhance	VERB
ajema-7186	149	4	the	the	DET
ajema-7186	149	5	system	system	NOUN
ajema-7186	149	6	's	's	PART
ajema-7186	149	7	ability	ability	NOUN
ajema-7186	149	8	to	to	PART
ajema-7186	149	9	recognize	recognize	VERB
ajema-7186	149	10	emotions	emotion	NOUN
ajema-7186	149	11	,	,	PUNCT
ajema-7186	149	12	leading	lead	VERB
ajema-7186	149	13	to	to	ADP
ajema-7186	149	14	more	more	ADV
ajema-7186	149	15	accurate	accurate	ADJ
ajema-7186	149	16	music	music	NOUN
ajema-7186	149	17	recommendations	recommendation	NOUN
ajema-7186	149	18	tailored	tailor	VERB
ajema-7186	149	19	to	to	ADP
ajema-7186	149	20	users	user	NOUN
ajema-7186	149	21	’	'	PUNCT
ajema-7186	149	22	moods	mood	NOUN
ajema-7186	149	23	.	.	PUNCT
ajema-7186	150	1	content	content	NOUN
ajema-7186	150	2	-	-	PUNCT
ajema-7186	150	3	based	base	VERB
ajema-7186	150	4	recommendation	recommendation	NOUN
ajema-7186	150	5	algorithms	algorithm	NOUN
ajema-7186	150	6	play	play	VERB
ajema-7186	150	7	a	a	DET
ajema-7186	150	8	significant	significant	ADJ
ajema-7186	150	9	role	role	NOUN
ajema-7186	150	10	in	in	ADP
ajema-7186	150	11	improving	improve	VERB
ajema-7186	150	12	user	user	NOUN
ajema-7186	150	13	satisfaction	satisfaction	NOUN
ajema-7186	150	14	by	by	ADP
ajema-7186	150	15	providing	provide	VERB
ajema-7186	150	16	music	music	NOUN
ajema-7186	150	17	selections	selection	NOUN
ajema-7186	150	18	that	that	PRON
ajema-7186	150	19	align	align	VERB
ajema-7186	150	20	with	with	ADP
ajema-7186	150	21	emotional	emotional	ADJ
ajema-7186	150	22	states	state	NOUN
ajema-7186	150	23	.	.	PUNCT
ajema-7186	151	1	several	several	ADJ
ajema-7186	151	2	techniques	technique	NOUN
ajema-7186	151	3	,	,	PUNCT
ajema-7186	151	4	including	include	VERB
ajema-7186	151	5	principal	principal	ADJ
ajema-7186	151	6	component	component	NOUN
ajema-7186	151	7	analysis	analysis	NOUN
ajema-7186	151	8	and	and	CCONJ
ajema-7186	151	9	object	object	VERB
ajema-7186	151	10	detection	detection	NOUN
ajema-7186	151	11	algorithms	algorithm	NOUN
ajema-7186	151	12	,	,	PUNCT
ajema-7186	151	13	have	have	AUX
ajema-7186	151	14	been	be	AUX
ajema-7186	151	15	employed	employ	VERB
ajema-7186	151	16	to	to	PART
ajema-7186	151	17	enhance	enhance	VERB
ajema-7186	151	18	emotion	emotion	NOUN
ajema-7186	151	19	recognition	recognition	NOUN
ajema-7186	151	20	accuracy	accuracy	NOUN
ajema-7186	151	21	.	.	PUNCT
ajema-7186	152	1	once	once	SCONJ
ajema-7186	152	2	emotions	emotion	NOUN
ajema-7186	152	3	are	be	AUX
ajema-7186	152	4	identified	identify	VERB
ajema-7186	152	5	,	,	PUNCT
ajema-7186	152	6	the	the	DET
ajema-7186	152	7	system	system	NOUN
ajema-7186	152	8	generates	generate	VERB
ajema-7186	152	9	a	a	DET
ajema-7186	152	10	playlist	playlist	NOUN
ajema-7186	152	11	matching	match	VERB
ajema-7186	152	12	the	the	DET
ajema-7186	152	13	detected	detect	VERB
ajema-7186	152	14	emotion	emotion	NOUN
ajema-7186	152	15	[	[	X
ajema-7186	152	16	94	94	NUM
ajema-7186	152	17	]	]	PUNCT
ajema-7186	152	18	.	.	PUNCT
ajema-7186	153	1	however	however	ADV
ajema-7186	153	2	,	,	PUNCT
ajema-7186	153	3	a	a	DET
ajema-7186	153	4	key	key	ADJ
ajema-7186	153	5	limitation	limitation	NOUN
ajema-7186	153	6	of	of	ADP
ajema-7186	153	7	such	such	ADJ
ajema-7186	153	8	approaches	approach	NOUN
ajema-7186	153	9	is	be	AUX
ajema-7186	153	10	their	their	PRON
ajema-7186	153	11	reliance	reliance	NOUN
ajema-7186	153	12	on	on	ADP
ajema-7186	153	13	a	a	DET
ajema-7186	153	14	restricted	restricted	ADJ
ajema-7186	153	15	music	music	NOUN
ajema-7186	153	16	library	library	NOUN
ajema-7186	153	17	,	,	PUNCT
ajema-7186	153	18	which	which	PRON
ajema-7186	153	19	limits	limit	VERB
ajema-7186	153	20	the	the	DET
ajema-7186	153	21	variety	variety	NOUN
ajema-7186	153	22	of	of	ADP
ajema-7186	153	23	songs	song	NOUN
ajema-7186	153	24	available	available	ADJ
ajema-7186	153	25	for	for	ADP
ajema-7186	153	26	recommendation	recommendation	NOUN
ajema-7186	153	27	.	.	PUNCT
ajema-7186	154	1	expanding	expand	VERB
ajema-7186	154	2	the	the	DET
ajema-7186	154	3	dataset	dataset	NOUN
ajema-7186	154	4	and	and	CCONJ
ajema-7186	154	5	integrating	integrate	VERB
ajema-7186	154	6	multiple	multiple	ADJ
ajema-7186	154	7	music	music	NOUN
ajema-7186	154	8	sources	source	NOUN
ajema-7186	154	9	can	can	AUX
ajema-7186	154	10	help	help	VERB
ajema-7186	154	11	address	address	VERB
ajema-7186	154	12	this	this	DET
ajema-7186	154	13	issue	issue	NOUN
ajema-7186	154	14	[	[	X
ajema-7186	154	15	84	84	NUM
ajema-7186	154	16	]	]	PUNCT
ajema-7186	154	17	.	.	PUNCT
ajema-7186	155	1	hybrid	hybrid	NOUN
ajema-7186	155	2	models	model	NOUN
ajema-7186	155	3	have	have	AUX
ajema-7186	155	4	demonstrated	demonstrate	VERB
ajema-7186	155	5	superior	superior	ADJ
ajema-7186	155	6	performance	performance	NOUN
ajema-7186	155	7	compared	compare	VERB
ajema-7186	155	8	to	to	ADP
ajema-7186	155	9	single	single	ADJ
ajema-7186	155	10	-	-	PUNCT
ajema-7186	155	11	mode	mode	NOUN
ajema-7186	155	12	recommendation	recommendation	NOUN
ajema-7186	155	13	algorithms	algorithm	NOUN
ajema-7186	155	14	.	.	PUNCT
ajema-7186	156	1	these	these	DET
ajema-7186	156	2	models	model	NOUN
ajema-7186	156	3	combine	combine	VERB
ajema-7186	156	4	multiple	multiple	ADJ
ajema-7186	156	5	techniques	technique	NOUN
ajema-7186	156	6	to	to	PART
ajema-7186	156	7	improve	improve	VERB
ajema-7186	156	8	accuracy	accuracy	NOUN
ajema-7186	156	9	and	and	CCONJ
ajema-7186	156	10	user	user	NOUN
ajema-7186	156	11	satisfaction	satisfaction	NOUN
ajema-7186	156	12	.	.	PUNCT
ajema-7186	157	1	a	a	DET
ajema-7186	157	2	music	music	NOUN
ajema-7186	157	3	recommendation	recommendation	NOUN
ajema-7186	157	4	system	system	NOUN
ajema-7186	157	5	using	use	VERB
ajema-7186	157	6	two	two	NUM
ajema-7186	157	7	hybrid	hybrid	ADJ
ajema-7186	157	8	models	model	NOUN
ajema-7186	157	9	was	be	AUX
ajema-7186	157	10	introduced	introduce	VERB
ajema-7186	157	11	to	to	PART
ajema-7186	157	12	establish	establish	VERB
ajema-7186	157	13	a	a	DET
ajema-7186	157	14	personalized	personalized	ADJ
ajema-7186	157	15	playlist	playlist	NOUN
ajema-7186	157	16	.	.	PUNCT
ajema-7186	158	1	although	although	SCONJ
ajema-7186	158	2	this	this	DET
ajema-7186	158	3	approach	approach	NOUN
ajema-7186	158	4	improved	improve	VERB
ajema-7186	158	5	recommendation	recommendation	NOUN
ajema-7186	158	6	quality	quality	NOUN
ajema-7186	158	7	,	,	PUNCT
ajema-7186	158	8	it	it	PRON
ajema-7186	158	9	lacked	lack	VERB
ajema-7186	158	10	scalability	scalability	NOUN
ajema-7186	158	11	and	and	CCONJ
ajema-7186	158	12	development	development	NOUN
ajema-7186	158	13	potential	potential	NOUN
ajema-7186	159	1	[	[	X
ajema-7186	159	2	95	95	NUM
ajema-7186	159	3	]	]	PUNCT
ajema-7186	159	4	.	.	PUNCT
ajema-7186	160	1	clustering	cluster	VERB
ajema-7186	160	2	techniques	technique	NOUN
ajema-7186	160	3	were	be	AUX
ajema-7186	160	4	used	use	VERB
ajema-7186	160	5	to	to	PART
ajema-7186	160	6	identify	identify	VERB
ajema-7186	160	7	communities	community	NOUN
ajema-7186	160	8	based	base	VERB
ajema-7186	160	9	on	on	ADP
ajema-7186	160	10	music	music	NOUN
ajema-7186	160	11	preferences	preference	NOUN
ajema-7186	160	12	,	,	PUNCT
ajema-7186	160	13	and	and	CCONJ
ajema-7186	160	14	the	the	DET
ajema-7186	160	15	results	result	NOUN
ajema-7186	160	16	were	be	AUX
ajema-7186	160	17	found	find	VERB
ajema-7186	160	18	to	to	PART
ajema-7186	160	19	be	be	AUX
ajema-7186	160	20	consistent	consistent	ADJ
ajema-7186	160	21	with	with	ADP
ajema-7186	160	22	expected	expect	VERB
ajema-7186	160	23	trends	trend	NOUN
ajema-7186	160	24	.	.	PUNCT
ajema-7186	161	1	however	however	ADV
ajema-7186	161	2	,	,	PUNCT
ajema-7186	161	3	the	the	DET
ajema-7186	161	4	recommendations	recommendation	NOUN
ajema-7186	161	5	generated	generate	VERB
ajema-7186	161	6	were	be	AUX
ajema-7186	161	7	not	not	PART
ajema-7186	161	8	always	always	ADV
ajema-7186	161	9	optimal	optimal	ADJ
ajema-7186	161	10	for	for	ADP
ajema-7186	161	11	every	every	DET
ajema-7186	161	12	user	user	NOUN
ajema-7186	161	13	scenario	scenario	NOUN
ajema-7186	161	14	.	.	PUNCT
ajema-7186	162	1	personalization	personalization	NOUN
ajema-7186	162	2	options	option	NOUN
ajema-7186	162	3	were	be	AUX
ajema-7186	162	4	limited	limit	VERB
ajema-7186	162	5	,	,	PUNCT
ajema-7186	162	6	and	and	CCONJ
ajema-7186	162	7	there	there	PRON
ajema-7186	162	8	was	be	VERB
ajema-7186	162	9	no	no	DET
ajema-7186	162	10	scope	scope	NOUN
ajema-7186	162	11	for	for	ADP
ajema-7186	162	12	maintaining	maintain	VERB
ajema-7186	162	13	user	user	NOUN
ajema-7186	162	14	preferences	preference	NOUN
ajema-7186	162	15	over	over	ADP
ajema-7186	162	16	time	time	NOUN
ajema-7186	162	17	.	.	PUNCT
ajema-7186	163	1	these	these	DET
ajema-7186	163	2	limitations	limitation	NOUN
ajema-7186	163	3	highlight	highlight	VERB
ajema-7186	163	4	the	the	DET
ajema-7186	163	5	need	need	NOUN
ajema-7186	163	6	for	for	ADP
ajema-7186	163	7	further	further	ADJ
ajema-7186	163	8	improvements	improvement	NOUN
ajema-7186	163	9	in	in	ADP
ajema-7186	163	10	hybrid	hybrid	ADJ
ajema-7186	163	11	music	music	NOUN
ajema-7186	163	12	recommendation	recommendation	NOUN
ajema-7186	163	13	systems	system	NOUN
ajema-7186	163	14	[	[	X
ajema-7186	163	15	85	85	NUM
ajema-7186	163	16	]	]	PUNCT
ajema-7186	163	17	.	.	PUNCT
ajema-7186	164	1	179	179	NUM
ajema-7186	164	2	journal	journal	NOUN
ajema-7186	164	3	of	of	ADP
ajema-7186	164	4	engineering	engineering	NOUN
ajema-7186	164	5	,	,	PUNCT
ajema-7186	164	6	mechanics	mechanic	NOUN
ajema-7186	164	7	and	and	CCONJ
ajema-7186	164	8	architecture	architecture	NOUN
ajema-7186	164	9	www	www	NOUN
ajema-7186	164	10	.	.	PUNCT
ajema-7186	165	1	grnjournal.us	grnjournal.us	X
ajema-7186	165	2	computer	computer	NOUN
ajema-7186	165	3	vision	vision	NOUN
ajema-7186	165	4	and	and	CCONJ
ajema-7186	165	5	machine	machine	NOUN
ajema-7186	165	6	learning	learning	NOUN
ajema-7186	165	7	techniques	technique	NOUN
ajema-7186	165	8	were	be	AUX
ajema-7186	165	9	integrated	integrate	VERB
ajema-7186	165	10	to	to	PART
ajema-7186	165	11	develop	develop	VERB
ajema-7186	165	12	a	a	DET
ajema-7186	165	13	music	music	NOUN
ajema-7186	165	14	recommendation	recommendation	NOUN
ajema-7186	165	15	system	system	NOUN
ajema-7186	165	16	based	base	VERB
ajema-7186	165	17	on	on	ADP
ajema-7186	165	18	facial	facial	ADJ
ajema-7186	165	19	emotion	emotion	NOUN
ajema-7186	165	20	recognition	recognition	NOUN
ajema-7186	165	21	.	.	PUNCT
ajema-7186	166	1	this	this	DET
ajema-7186	166	2	approach	approach	NOUN
ajema-7186	166	3	considers	consider	VERB
ajema-7186	166	4	real	real	ADJ
ajema-7186	166	5	-	-	PUNCT
ajema-7186	166	6	world	world	NOUN
ajema-7186	166	7	facial	facial	ADJ
ajema-7186	166	8	input	input	NOUN
ajema-7186	166	9	captured	capture	VERB
ajema-7186	166	10	through	through	ADP
ajema-7186	166	11	a	a	DET
ajema-7186	166	12	webcam	webcam	NOUN
ajema-7186	166	13	,	,	PUNCT
ajema-7186	166	14	which	which	PRON
ajema-7186	166	15	is	be	AUX
ajema-7186	166	16	then	then	ADV
ajema-7186	166	17	processed	process	VERB
ajema-7186	166	18	using	use	VERB
ajema-7186	166	19	image	image	NOUN
ajema-7186	166	20	processing	processing	NOUN
ajema-7186	166	21	techniques	technique	NOUN
ajema-7186	166	22	.	.	PUNCT
ajema-7186	167	1	while	while	SCONJ
ajema-7186	167	2	this	this	DET
ajema-7186	167	3	method	method	NOUN
ajema-7186	167	4	offers	offer	VERB
ajema-7186	167	5	an	an	DET
ajema-7186	167	6	innovative	innovative	ADJ
ajema-7186	167	7	approach	approach	NOUN
ajema-7186	167	8	to	to	ADP
ajema-7186	167	9	emotion	emotion	NOUN
ajema-7186	167	10	-	-	PUNCT
ajema-7186	167	11	based	base	VERB
ajema-7186	167	12	music	music	NOUN
ajema-7186	167	13	recommendations	recommendation	NOUN
ajema-7186	167	14	,	,	PUNCT
ajema-7186	167	15	emotion	emotion	NOUN
ajema-7186	167	16	recognition	recognition	NOUN
ajema-7186	167	17	was	be	AUX
ajema-7186	167	18	often	often	ADV
ajema-7186	167	19	unpredictable	unpredictable	ADJ
ajema-7186	167	20	and	and	CCONJ
ajema-7186	167	21	inconsistent	inconsistent	ADJ
ajema-7186	167	22	[	[	X
ajema-7186	167	23	96	96	NUM
ajema-7186	167	24	]	]	PUNCT
ajema-7186	167	25	.	.	PUNCT
ajema-7186	168	1	the	the	DET
ajema-7186	168	2	ability	ability	NOUN
ajema-7186	168	3	to	to	PART
ajema-7186	168	4	accurately	accurately	ADV
ajema-7186	168	5	map	map	VERB
ajema-7186	168	6	emotions	emotion	NOUN
ajema-7186	168	7	to	to	PART
ajema-7186	168	8	appropriate	appropriate	ADJ
ajema-7186	168	9	music	music	NOUN
ajema-7186	168	10	selections	selection	NOUN
ajema-7186	168	11	remains	remain	VERB
ajema-7186	168	12	a	a	DET
ajema-7186	168	13	challenge	challenge	NOUN
ajema-7186	168	14	.	.	PUNCT
ajema-7186	169	1	an	an	DET
ajema-7186	169	2	algorithm	algorithm	NOUN
ajema-7186	169	3	for	for	ADP
ajema-7186	169	4	webcam	webcam	NOUN
ajema-7186	169	5	-	-	PUNCT
ajema-7186	169	6	based	base	VERB
ajema-7186	169	7	emotion	emotion	NOUN
ajema-7186	169	8	recognition	recognition	NOUN
ajema-7186	169	9	using	use	VERB
ajema-7186	169	10	cnn	cnn	PROPN
ajema-7186	169	11	was	be	AUX
ajema-7186	169	12	also	also	ADV
ajema-7186	169	13	evaluated	evaluate	VERB
ajema-7186	169	14	,	,	PUNCT
ajema-7186	169	15	eliminating	eliminate	VERB
ajema-7186	169	16	the	the	DET
ajema-7186	169	17	need	need	NOUN
ajema-7186	169	18	for	for	ADP
ajema-7186	169	19	manual	manual	ADJ
ajema-7186	169	20	feature	feature	NOUN
ajema-7186	169	21	extraction	extraction	NOUN
ajema-7186	169	22	.	.	PUNCT
ajema-7186	170	1	this	this	DET
ajema-7186	170	2	system	system	NOUN
ajema-7186	170	3	automatically	automatically	ADV
ajema-7186	170	4	generates	generate	VERB
ajema-7186	170	5	playlists	playlist	NOUN
ajema-7186	170	6	,	,	PUNCT
ajema-7186	170	7	reducing	reduce	VERB
ajema-7186	170	8	user	user	NOUN
ajema-7186	170	9	effort	effort	NOUN
ajema-7186	170	10	and	and	CCONJ
ajema-7186	170	11	time	time	NOUN
ajema-7186	170	12	.	.	PUNCT
ajema-7186	171	1	however	however	ADV
ajema-7186	171	2	,	,	PUNCT
ajema-7186	171	3	the	the	DET
ajema-7186	171	4	complexity	complexity	NOUN
ajema-7186	171	5	of	of	ADP
ajema-7186	171	6	this	this	DET
ajema-7186	171	7	method	method	NOUN
ajema-7186	171	8	posed	pose	VERB
ajema-7186	171	9	implementation	implementation	NOUN
ajema-7186	171	10	challenges	challenge	NOUN
ajema-7186	171	11	.	.	PUNCT
ajema-7186	172	1	while	while	SCONJ
ajema-7186	172	2	facial	facial	ADJ
ajema-7186	172	3	expressions	expression	NOUN
ajema-7186	172	4	can	can	AUX
ajema-7186	172	5	provide	provide	VERB
ajema-7186	172	6	insights	insight	NOUN
ajema-7186	172	7	into	into	ADP
ajema-7186	172	8	users	user	NOUN
ajema-7186	172	9	’	'	PUNCT
ajema-7186	172	10	emotions	emotion	NOUN
ajema-7186	172	11	,	,	PUNCT
ajema-7186	172	12	they	they	PRON
ajema-7186	172	13	are	be	AUX
ajema-7186	172	14	not	not	PART
ajema-7186	172	15	always	always	ADV
ajema-7186	172	16	consciously	consciously	ADV
ajema-7186	172	17	controlled	control	VERB
ajema-7186	172	18	,	,	PUNCT
ajema-7186	172	19	leading	lead	VERB
ajema-7186	172	20	to	to	ADP
ajema-7186	172	21	occasional	occasional	ADJ
ajema-7186	172	22	inaccuracies	inaccuracy	NOUN
ajema-7186	172	23	in	in	ADP
ajema-7186	172	24	recommendations	recommendation	NOUN
ajema-7186	172	25	[	[	X
ajema-7186	172	26	86	86	NUM
ajema-7186	172	27	]	]	PUNCT
ajema-7186	172	28	.	.	PUNCT
ajema-7186	173	1	another	another	DET
ajema-7186	173	2	critical	critical	ADJ
ajema-7186	173	3	aspect	aspect	NOUN
ajema-7186	173	4	of	of	ADP
ajema-7186	173	5	music	music	NOUN
ajema-7186	173	6	recommendation	recommendation	NOUN
ajema-7186	173	7	systems	system	NOUN
ajema-7186	173	8	is	be	AUX
ajema-7186	173	9	improving	improve	VERB
ajema-7186	173	10	user	user	NOUN
ajema-7186	173	11	interaction	interaction	NOUN
ajema-7186	173	12	.	.	PUNCT
ajema-7186	174	1	a	a	DET
ajema-7186	174	2	music	music	NOUN
ajema-7186	174	3	player	player	NOUN
ajema-7186	174	4	should	should	AUX
ajema-7186	174	5	allow	allow	VERB
ajema-7186	174	6	users	user	NOUN
ajema-7186	174	7	to	to	PART
ajema-7186	174	8	interrupt	interrupt	VERB
ajema-7186	174	9	song	song	NOUN
ajema-7186	174	10	playback	playback	NOUN
ajema-7186	174	11	and	and	CCONJ
ajema-7186	174	12	switch	switch	VERB
ajema-7186	174	13	to	to	ADP
ajema-7186	174	14	another	another	DET
ajema-7186	174	15	selection	selection	NOUN
ajema-7186	174	16	at	at	ADP
ajema-7186	174	17	will	will	NOUN
ajema-7186	174	18	.	.	PUNCT
ajema-7186	175	1	some	some	DET
ajema-7186	175	2	systems	system	NOUN
ajema-7186	175	3	lacked	lack	VERB
ajema-7186	175	4	user	user	NOUN
ajema-7186	175	5	control	control	NOUN
ajema-7186	175	6	and	and	CCONJ
ajema-7186	175	7	failed	fail	VERB
ajema-7186	175	8	to	to	PART
ajema-7186	175	9	provide	provide	VERB
ajema-7186	175	10	fresh	fresh	ADJ
ajema-7186	175	11	music	music	NOUN
ajema-7186	175	12	recommendations	recommendation	NOUN
ajema-7186	175	13	,	,	PUNCT
ajema-7186	175	14	leading	lead	VERB
ajema-7186	175	15	to	to	ADP
ajema-7186	175	16	repetitive	repetitive	ADJ
ajema-7186	175	17	playlists	playlist	NOUN
ajema-7186	175	18	that	that	PRON
ajema-7186	175	19	did	do	AUX
ajema-7186	175	20	not	not	PART
ajema-7186	175	21	adapt	adapt	VERB
ajema-7186	175	22	to	to	ADP
ajema-7186	175	23	changing	change	VERB
ajema-7186	175	24	preferences	preference	NOUN
ajema-7186	175	25	.	.	PUNCT
ajema-7186	176	1	a	a	DET
ajema-7186	176	2	graph	graph	NOUN
ajema-7186	176	3	-	-	PUNCT
ajema-7186	176	4	based	base	VERB
ajema-7186	176	5	model	model	NOUN
ajema-7186	176	6	and	and	CCONJ
ajema-7186	176	7	incremental	incremental	ADJ
ajema-7186	176	8	regression	regression	NOUN
ajema-7186	176	9	tree	tree	NOUN
ajema-7186	176	10	model	model	NOUN
ajema-7186	176	11	were	be	AUX
ajema-7186	176	12	explored	explore	VERB
ajema-7186	176	13	to	to	PART
ajema-7186	176	14	address	address	VERB
ajema-7186	176	15	these	these	DET
ajema-7186	176	16	issues	issue	NOUN
ajema-7186	176	17	,	,	PUNCT
ajema-7186	176	18	focusing	focus	VERB
ajema-7186	176	19	on	on	ADP
ajema-7186	176	20	providing	provide	VERB
ajema-7186	176	21	accurate	accurate	ADJ
ajema-7186	176	22	music	music	NOUN
ajema-7186	176	23	recommendations	recommendation	NOUN
ajema-7186	176	24	in	in	ADP
ajema-7186	176	25	real	real	ADJ
ajema-7186	176	26	-	-	PUNCT
ajema-7186	176	27	time	time	NOUN
ajema-7186	176	28	.	.	PUNCT
ajema-7186	177	1	the	the	DET
ajema-7186	177	2	quality	quality	NOUN
ajema-7186	177	3	and	and	CCONJ
ajema-7186	177	4	speed	speed	NOUN
ajema-7186	177	5	of	of	ADP
ajema-7186	177	6	music	music	NOUN
ajema-7186	177	7	recommendations	recommendation	NOUN
ajema-7186	177	8	were	be	AUX
ajema-7186	177	9	essential	essential	ADJ
ajema-7186	177	10	factors	factor	NOUN
ajema-7186	177	11	in	in	ADP
ajema-7186	177	12	evaluating	evaluate	VERB
ajema-7186	177	13	the	the	DET
ajema-7186	177	14	performance	performance	NOUN
ajema-7186	177	15	of	of	ADP
ajema-7186	177	16	such	such	ADJ
ajema-7186	177	17	systems	system	NOUN
ajema-7186	177	18	.	.	PUNCT
ajema-7186	178	1	however	however	ADV
ajema-7186	178	2	,	,	PUNCT
ajema-7186	178	3	a	a	DET
ajema-7186	178	4	significant	significant	ADJ
ajema-7186	178	5	drawback	drawback	NOUN
ajema-7186	178	6	was	be	AUX
ajema-7186	178	7	the	the	DET
ajema-7186	178	8	lack	lack	NOUN
ajema-7186	178	9	of	of	ADP
ajema-7186	178	10	offline	offline	ADJ
ajema-7186	178	11	functionality	functionality	NOUN
ajema-7186	178	12	,	,	PUNCT
ajema-7186	178	13	limiting	limit	VERB
ajema-7186	178	14	usability	usability	NOUN
ajema-7186	178	15	in	in	ADP
ajema-7186	178	16	scenarios	scenario	NOUN
ajema-7186	178	17	where	where	SCONJ
ajema-7186	178	18	internet	internet	NOUN
ajema-7186	178	19	connectivity	connectivity	NOUN
ajema-7186	178	20	was	be	AUX
ajema-7186	178	21	unavailable	unavailable	ADJ
ajema-7186	178	22	[	[	X
ajema-7186	178	23	87	87	NUM
ajema-7186	178	24	]	]	PUNCT
ajema-7186	178	25	.	.	PUNCT
ajema-7186	179	1	an	an	DET
ajema-7186	179	2	advanced	advanced	ADJ
ajema-7186	179	3	music	music	NOUN
ajema-7186	179	4	player	player	NOUN
ajema-7186	179	5	concept	concept	NOUN
ajema-7186	179	6	,	,	PUNCT
ajema-7186	179	7	designed	design	VERB
ajema-7186	179	8	to	to	PART
ajema-7186	179	9	play	play	VERB
ajema-7186	179	10	songs	song	NOUN
ajema-7186	179	11	in	in	ADP
ajema-7186	179	12	response	response	NOUN
ajema-7186	179	13	to	to	ADP
ajema-7186	179	14	user	user	NOUN
ajema-7186	179	15	emotions	emotion	NOUN
ajema-7186	179	16	,	,	PUNCT
ajema-7186	179	17	was	be	AUX
ajema-7186	179	18	introduced	introduce	VERB
ajema-7186	179	19	to	to	PART
ajema-7186	179	20	enhance	enhance	VERB
ajema-7186	179	21	emotionally	emotionally	ADV
ajema-7186	179	22	sensitive	sensitive	ADJ
ajema-7186	179	23	music	music	NOUN
ajema-7186	179	24	experiences	experience	NOUN
ajema-7186	179	25	.	.	PUNCT
ajema-7186	180	1	the	the	DET
ajema-7186	180	2	aim	aim	NOUN
ajema-7186	180	3	of	of	ADP
ajema-7186	180	4	this	this	DET
ajema-7186	180	5	approach	approach	NOUN
ajema-7186	180	6	was	be	AUX
ajema-7186	180	7	to	to	PART
ajema-7186	180	8	create	create	VERB
ajema-7186	180	9	an	an	DET
ajema-7186	180	10	automated	automate	VERB
ajema-7186	180	11	music	music	NOUN
ajema-7186	180	12	recommendation	recommendation	NOUN
ajema-7186	180	13	system	system	NOUN
ajema-7186	180	14	that	that	PRON
ajema-7186	180	15	aligns	align	VERB
ajema-7186	180	16	with	with	ADP
ajema-7186	180	17	users	user	NOUN
ajema-7186	180	18	’	'	PUNCT
ajema-7186	180	19	emotional	emotional	ADJ
ajema-7186	180	20	states	state	NOUN
ajema-7186	180	21	.	.	PUNCT
ajema-7186	181	1	emotion	emotion	NOUN
ajema-7186	181	2	identification	identification	NOUN
ajema-7186	181	3	techniques	technique	NOUN
ajema-7186	181	4	in	in	ADP
ajema-7186	181	5	this	this	DET
ajema-7186	181	6	system	system	NOUN
ajema-7186	181	7	relied	rely	VERB
ajema-7186	181	8	on	on	ADP
ajema-7186	181	9	machine	machine	NOUN
ajema-7186	181	10	learning	learning	NOUN
ajema-7186	181	11	models	model	NOUN
ajema-7186	181	12	and	and	CCONJ
ajema-7186	181	13	support	support	VERB
ajema-7186	181	14	vector	vector	NOUN
ajema-7186	181	15	machine	machine	NOUN
ajema-7186	181	16	algorithms	algorithm	NOUN
ajema-7186	181	17	.	.	PUNCT
ajema-7186	182	1	however	however	ADV
ajema-7186	182	2	,	,	PUNCT
ajema-7186	182	3	the	the	DET
ajema-7186	182	4	accuracy	accuracy	NOUN
ajema-7186	182	5	of	of	ADP
ajema-7186	182	6	music	music	NOUN
ajema-7186	182	7	recommendations	recommendation	NOUN
ajema-7186	182	8	was	be	AUX
ajema-7186	182	9	a	a	DET
ajema-7186	182	10	concern	concern	NOUN
ajema-7186	182	11	,	,	PUNCT
ajema-7186	182	12	as	as	SCONJ
ajema-7186	182	13	the	the	DET
ajema-7186	182	14	system	system	NOUN
ajema-7186	182	15	occasionally	occasionally	ADV
ajema-7186	182	16	failed	fail	VERB
ajema-7186	182	17	to	to	PART
ajema-7186	182	18	match	match	VERB
ajema-7186	182	19	music	music	NOUN
ajema-7186	182	20	preferences	preference	NOUN
ajema-7186	182	21	accurately	accurately	ADV
ajema-7186	182	22	[	[	X
ajema-7186	182	23	97	97	NUM
ajema-7186	182	24	]	]	PUNCT
ajema-7186	182	25	.	.	PUNCT
ajema-7186	183	1	the	the	DET
ajema-7186	183	2	primary	primary	ADJ
ajema-7186	183	3	goal	goal	NOUN
ajema-7186	183	4	of	of	ADP
ajema-7186	183	5	this	this	DET
ajema-7186	183	6	research	research	NOUN
ajema-7186	183	7	was	be	AUX
ajema-7186	183	8	to	to	PART
ajema-7186	183	9	create	create	VERB
ajema-7186	183	10	a	a	DET
ajema-7186	183	11	model	model	NOUN
ajema-7186	183	12	capable	capable	ADJ
ajema-7186	183	13	of	of	ADP
ajema-7186	183	14	playing	play	VERB
ajema-7186	183	15	music	music	NOUN
ajema-7186	183	16	based	base	VERB
ajema-7186	183	17	on	on	ADP
ajema-7186	183	18	users	user	NOUN
ajema-7186	183	19	'	'	PART
ajema-7186	183	20	emotions	emotion	NOUN
ajema-7186	183	21	.	.	PUNCT
ajema-7186	184	1	by	by	ADP
ajema-7186	184	2	analyzing	analyze	VERB
ajema-7186	184	3	music	music	NOUN
ajema-7186	184	4	recordings	recording	NOUN
ajema-7186	184	5	with	with	ADP
ajema-7186	184	6	specific	specific	ADJ
ajema-7186	184	7	characteristics	characteristic	NOUN
ajema-7186	184	8	,	,	PUNCT
ajema-7186	184	9	the	the	DET
ajema-7186	184	10	system	system	NOUN
ajema-7186	184	11	aimed	aim	VERB
ajema-7186	184	12	to	to	PART
ajema-7186	184	13	maintain	maintain	VERB
ajema-7186	184	14	or	or	CCONJ
ajema-7186	184	15	adjust	adjust	VERB
ajema-7186	184	16	the	the	DET
ajema-7186	184	17	user	user	NOUN
ajema-7186	184	18	’s	’s	PART
ajema-7186	184	19	emotional	emotional	ADJ
ajema-7186	184	20	state	state	NOUN
ajema-7186	184	21	.	.	PUNCT
ajema-7186	185	1	however	however	ADV
ajema-7186	185	2	,	,	PUNCT
ajema-7186	185	3	subjectivity	subjectivity	NOUN
ajema-7186	185	4	and	and	CCONJ
ajema-7186	185	5	individual	individual	ADJ
ajema-7186	185	6	differences	difference	NOUN
ajema-7186	185	7	in	in	ADP
ajema-7186	185	8	music	music	NOUN
ajema-7186	185	9	preferences	preference	NOUN
ajema-7186	185	10	posed	pose	VERB
ajema-7186	185	11	challenges	challenge	NOUN
ajema-7186	185	12	to	to	ADP
ajema-7186	185	13	this	this	DET
ajema-7186	185	14	approach	approach	NOUN
ajema-7186	185	15	.	.	PUNCT
ajema-7186	186	1	emotional	emotional	ADJ
ajema-7186	186	2	responses	response	NOUN
ajema-7186	186	3	to	to	ADP
ajema-7186	186	4	music	music	NOUN
ajema-7186	186	5	vary	vary	VERB
ajema-7186	186	6	from	from	ADP
ajema-7186	186	7	person	person	NOUN
ajema-7186	186	8	to	to	ADP
ajema-7186	186	9	person	person	NOUN
ajema-7186	186	10	,	,	PUNCT
ajema-7186	186	11	making	make	VERB
ajema-7186	186	12	it	it	PRON
ajema-7186	186	13	difficult	difficult	ADJ
ajema-7186	186	14	to	to	PART
ajema-7186	186	15	develop	develop	VERB
ajema-7186	186	16	a	a	DET
ajema-7186	186	17	one	one	NUM
ajema-7186	186	18	-	-	PUNCT
ajema-7186	186	19	size	size	NOUN
ajema-7186	186	20	-	-	PUNCT
ajema-7186	186	21	fits	fit	VERB
ajema-7186	186	22	-	-	PUNCT
ajema-7186	186	23	all	all	PRON
ajema-7186	186	24	recommendation	recommendation	NOUN
ajema-7186	186	25	system	system	NOUN
ajema-7186	186	26	[	[	X
ajema-7186	186	27	88	88	NUM
ajema-7186	186	28	]	]	PUNCT
ajema-7186	186	29	.	.	PUNCT
ajema-7186	187	1	user	user	NOUN
ajema-7186	187	2	experience	experience	NOUN
ajema-7186	187	3	plays	play	VERB
ajema-7186	187	4	a	a	DET
ajema-7186	187	5	crucial	crucial	ADJ
ajema-7186	187	6	role	role	NOUN
ajema-7186	187	7	in	in	ADP
ajema-7186	187	8	music	music	NOUN
ajema-7186	187	9	recommendation	recommendation	NOUN
ajema-7186	187	10	systems	system	NOUN
ajema-7186	187	11	.	.	PUNCT
ajema-7186	188	1	a	a	DET
ajema-7186	188	2	well	well	ADV
ajema-7186	188	3	-	-	PUNCT
ajema-7186	188	4	designed	design	VERB
ajema-7186	188	5	user	user	NOUN
ajema-7186	188	6	interface	interface	NOUN
ajema-7186	188	7	enhances	enhance	VERB
ajema-7186	188	8	interaction	interaction	NOUN
ajema-7186	188	9	and	and	CCONJ
ajema-7186	188	10	makes	make	VERB
ajema-7186	188	11	the	the	DET
ajema-7186	188	12	system	system	NOUN
ajema-7186	188	13	more	more	ADV
ajema-7186	188	14	intuitive	intuitive	ADJ
ajema-7186	188	15	.	.	PUNCT
ajema-7186	189	1	considerations	consideration	NOUN
ajema-7186	189	2	were	be	AUX
ajema-7186	189	3	made	make	VERB
ajema-7186	189	4	to	to	PART
ajema-7186	189	5	improve	improve	VERB
ajema-7186	189	6	the	the	DET
ajema-7186	189	7	accessibility	accessibility	NOUN
ajema-7186	189	8	and	and	CCONJ
ajema-7186	189	9	functionality	functionality	NOUN
ajema-7186	189	10	of	of	ADP
ajema-7186	189	11	the	the	DET
ajema-7186	189	12	music	music	NOUN
ajema-7186	189	13	player	player	NOUN
ajema-7186	189	14	,	,	PUNCT
ajema-7186	189	15	ensuring	ensure	VERB
ajema-7186	189	16	that	that	SCONJ
ajema-7186	189	17	it	it	PRON
ajema-7186	189	18	caters	cater	VERB
ajema-7186	189	19	to	to	PART
ajema-7186	189	20	diverse	diverse	VERB
ajema-7186	189	21	user	user	NOUN
ajema-7186	189	22	needs	need	NOUN
ajema-7186	189	23	.	.	PUNCT
ajema-7186	190	1	the	the	DET
ajema-7186	190	2	use	use	NOUN
ajema-7186	190	3	of	of	ADP
ajema-7186	190	4	machine	machine	NOUN
ajema-7186	190	5	learning	learn	VERB
ajema-7186	190	6	in	in	ADP
ajema-7186	190	7	music	music	NOUN
ajema-7186	190	8	therapy	therapy	NOUN
ajema-7186	190	9	applications	application	NOUN
ajema-7186	190	10	has	have	AUX
ajema-7186	190	11	been	be	AUX
ajema-7186	190	12	explored	explore	VERB
ajema-7186	190	13	,	,	PUNCT
ajema-7186	190	14	where	where	SCONJ
ajema-7186	190	15	music	music	NOUN
ajema-7186	190	16	is	be	AUX
ajema-7186	190	17	used	use	VERB
ajema-7186	190	18	to	to	PART
ajema-7186	190	19	influence	influence	VERB
ajema-7186	190	20	emotional	emotional	ADJ
ajema-7186	190	21	states	state	NOUN
ajema-7186	190	22	and	and	CCONJ
ajema-7186	190	23	provide	provide	VERB
ajema-7186	190	24	therapeutic	therapeutic	ADJ
ajema-7186	190	25	benefits	benefit	NOUN
ajema-7186	190	26	[	[	X
ajema-7186	190	27	98	98	NUM
ajema-7186	190	28	]	]	PUNCT
ajema-7186	190	29	.	.	PUNCT
ajema-7186	191	1	in	in	ADP
ajema-7186	191	2	such	such	ADJ
ajema-7186	191	3	applications	application	NOUN
ajema-7186	191	4	,	,	PUNCT
ajema-7186	191	5	emotion	emotion	NOUN
ajema-7186	191	6	recognition	recognition	NOUN
ajema-7186	191	7	accuracy	accuracy	NOUN
ajema-7186	191	8	is	be	AUX
ajema-7186	191	9	critical	critical	ADJ
ajema-7186	191	10	to	to	ADP
ajema-7186	191	11	ensuring	ensure	VERB
ajema-7186	191	12	that	that	SCONJ
ajema-7186	191	13	music	music	NOUN
ajema-7186	191	14	selections	selection	NOUN
ajema-7186	191	15	align	align	VERB
ajema-7186	191	16	with	with	ADP
ajema-7186	191	17	users	user	NOUN
ajema-7186	191	18	’	'	PUNCT
ajema-7186	191	19	mental	mental	ADJ
ajema-7186	191	20	states	state	NOUN
ajema-7186	191	21	.	.	PUNCT
ajema-7186	192	1	improvements	improvement	NOUN
ajema-7186	192	2	in	in	ADP
ajema-7186	192	3	machine	machine	NOUN
ajema-7186	192	4	learning	learning	NOUN
ajema-7186	192	5	models	model	NOUN
ajema-7186	192	6	and	and	CCONJ
ajema-7186	192	7	enhanced	enhance	VERB
ajema-7186	192	8	feature	feature	NOUN
ajema-7186	192	9	extraction	extraction	NOUN
ajema-7186	192	10	techniques	technique	NOUN
ajema-7186	192	11	can	can	AUX
ajema-7186	192	12	contribute	contribute	VERB
ajema-7186	192	13	to	to	ADP
ajema-7186	192	14	more	more	ADV
ajema-7186	192	15	precise	precise	ADJ
ajema-7186	192	16	emotion	emotion	NOUN
ajema-7186	192	17	-	-	PUNCT
ajema-7186	192	18	based	base	VERB
ajema-7186	192	19	music	music	NOUN
ajema-7186	192	20	recommendations	recommendation	NOUN
ajema-7186	192	21	[	[	X
ajema-7186	192	22	89	89	NUM
ajema-7186	192	23	]	]	PUNCT
ajema-7186	192	24	.	.	PUNCT
ajema-7186	193	1	the	the	DET
ajema-7186	193	2	development	development	NOUN
ajema-7186	193	3	of	of	ADP
ajema-7186	193	4	a	a	DET
ajema-7186	193	5	personalized	personalize	VERB
ajema-7186	193	6	music	music	NOUN
ajema-7186	193	7	recommendation	recommendation	NOUN
ajema-7186	193	8	system	system	NOUN
ajema-7186	193	9	requires	require	VERB
ajema-7186	193	10	a	a	DET
ajema-7186	193	11	balance	balance	NOUN
ajema-7186	193	12	between	between	ADP
ajema-7186	193	13	technological	technological	ADJ
ajema-7186	193	14	advancements	advancement	NOUN
ajema-7186	193	15	and	and	CCONJ
ajema-7186	193	16	user	user	NOUN
ajema-7186	193	17	needs	need	NOUN
ajema-7186	193	18	.	.	PUNCT
ajema-7186	194	1	while	while	SCONJ
ajema-7186	194	2	hybrid	hybrid	ADJ
ajema-7186	194	3	models	model	NOUN
ajema-7186	194	4	improve	improve	VERB
ajema-7186	194	5	recommendation	recommendation	NOUN
ajema-7186	194	6	quality	quality	NOUN
ajema-7186	194	7	,	,	PUNCT
ajema-7186	194	8	they	they	PRON
ajema-7186	194	9	also	also	ADV
ajema-7186	194	10	introduce	introduce	VERB
ajema-7186	194	11	complexity	complexity	NOUN
ajema-7186	194	12	.	.	PUNCT
ajema-7186	195	1	a	a	DET
ajema-7186	195	2	system	system	NOUN
ajema-7186	195	3	must	must	AUX
ajema-7186	195	4	be	be	AUX
ajema-7186	195	5	capable	capable	ADJ
ajema-7186	195	6	of	of	ADP
ajema-7186	195	7	adapting	adapt	VERB
ajema-7186	195	8	to	to	ADP
ajema-7186	195	9	user	user	NOUN
ajema-7186	195	10	preferences	preference	NOUN
ajema-7186	195	11	over	over	ADP
ajema-7186	195	12	time	time	NOUN
ajema-7186	195	13	while	while	SCONJ
ajema-7186	195	14	maintaining	maintain	VERB
ajema-7186	195	15	a	a	DET
ajema-7186	195	16	seamless	seamless	ADJ
ajema-7186	195	17	and	and	CCONJ
ajema-7186	195	18	engaging	engaging	ADJ
ajema-7186	195	19	experience	experience	NOUN
ajema-7186	195	20	.	.	PUNCT
ajema-7186	196	1	addressing	address	VERB
ajema-7186	196	2	privacy	privacy	NOUN
ajema-7186	196	3	concerns	concern	NOUN
ajema-7186	196	4	,	,	PUNCT
ajema-7186	196	5	increasing	increase	VERB
ajema-7186	196	6	music	music	NOUN
ajema-7186	196	7	database	database	NOUN
ajema-7186	196	8	diversity	diversity	NOUN
ajema-7186	196	9	,	,	PUNCT
ajema-7186	196	10	and	and	CCONJ
ajema-7186	196	11	refining	refine	VERB
ajema-7186	196	12	emotion	emotion	NOUN
ajema-7186	196	13	recognition	recognition	NOUN
ajema-7186	196	14	accuracy	accuracy	NOUN
ajema-7186	196	15	are	be	AUX
ajema-7186	196	16	essential	essential	ADJ
ajema-7186	196	17	factors	factor	NOUN
ajema-7186	196	18	in	in	ADP
ajema-7186	196	19	building	build	VERB
ajema-7186	196	20	an	an	DET
ajema-7186	196	21	effective	effective	ADJ
ajema-7186	196	22	music	music	NOUN
ajema-7186	196	23	recommendation	recommendation	NOUN
ajema-7186	196	24	system	system	NOUN
ajema-7186	196	25	[	[	X
ajema-7186	196	26	99	99	NUM
ajema-7186	196	27	]	]	PUNCT
ajema-7186	196	28	.	.	PUNCT
ajema-7186	197	1	the	the	DET
ajema-7186	197	2	integration	integration	NOUN
ajema-7186	197	3	of	of	ADP
ajema-7186	197	4	real	real	ADJ
ajema-7186	197	5	-	-	PUNCT
ajema-7186	197	6	time	time	NOUN
ajema-7186	197	7	facial	facial	ADJ
ajema-7186	197	8	emotion	emotion	NOUN
ajema-7186	197	9	recognition	recognition	NOUN
ajema-7186	197	10	with	with	ADP
ajema-7186	197	11	adaptive	adaptive	ADJ
ajema-7186	197	12	music	music	NOUN
ajema-7186	197	13	selection	selection	NOUN
ajema-7186	197	14	represents	represent	VERB
ajema-7186	197	15	a	a	DET
ajema-7186	197	16	significant	significant	ADJ
ajema-7186	197	17	step	step	NOUN
ajema-7186	197	18	toward	toward	ADP
ajema-7186	197	19	creating	create	VERB
ajema-7186	197	20	an	an	DET
ajema-7186	197	21	immersive	immersive	NOUN
ajema-7186	197	22	and	and	CCONJ
ajema-7186	197	23	personalized	personalized	ADJ
ajema-7186	197	24	listening	listening	NOUN
ajema-7186	197	25	experience	experience	NOUN
ajema-7186	197	26	.	.	PUNCT
ajema-7186	198	1	future	future	ADJ
ajema-7186	198	2	developments	development	NOUN
ajema-7186	198	3	should	should	AUX
ajema-7186	198	4	focus	focus	VERB
ajema-7186	198	5	on	on	ADP
ajema-7186	198	6	improving	improve	VERB
ajema-7186	198	7	model	model	NOUN
ajema-7186	198	8	efficiency	efficiency	NOUN
ajema-7186	198	9	,	,	PUNCT
ajema-7186	198	10	enhancing	enhance	VERB
ajema-7186	198	11	scalability	scalability	NOUN
ajema-7186	198	12	,	,	PUNCT
ajema-7186	198	13	and	and	CCONJ
ajema-7186	198	14	providing	provide	VERB
ajema-7186	198	15	more	more	ADJ
ajema-7186	198	16	dynamic	dynamic	ADJ
ajema-7186	198	17	user	user	NOUN
ajema-7186	198	18	control	control	NOUN
ajema-7186	198	19	options	option	NOUN
ajema-7186	198	20	to	to	PART
ajema-7186	198	21	ensure	ensure	VERB
ajema-7186	198	22	a	a	DET
ajema-7186	198	23	more	more	ADV
ajema-7186	198	24	refined	refined	ADJ
ajema-7186	198	25	and	and	CCONJ
ajema-7186	198	26	enjoyable	enjoyable	ADJ
ajema-7186	198	27	music	music	NOUN
ajema-7186	198	28	recommendation	recommendation	NOUN
ajema-7186	198	29	system	system	NOUN
ajema-7186	198	30	[	[	X
ajema-7186	198	31	90	90	NUM
ajema-7186	198	32	]	]	PUNCT
ajema-7186	198	33	.	.	PUNCT
ajema-7186	199	1	180	180	NUM
ajema-7186	199	2	journal	journal	NOUN
ajema-7186	199	3	of	of	ADP
ajema-7186	199	4	engineering	engineering	NOUN
ajema-7186	199	5	,	,	PUNCT
ajema-7186	199	6	mechanics	mechanic	NOUN
ajema-7186	199	7	and	and	CCONJ
ajema-7186	199	8	architecture	architecture	NOUN
ajema-7186	199	9	www	www	NOUN
ajema-7186	199	10	.	.	PUNCT
ajema-7186	200	1	grnjournal.us	grnjournal.us	X
ajema-7186	200	2	result	result	VERB
ajema-7186	200	3	and	and	CCONJ
ajema-7186	200	4	discussion	discussion	VERB
ajema-7186	200	5	a	a	DET
ajema-7186	200	6	content	content	NOUN
ajema-7186	200	7	-	-	PUNCT
ajema-7186	200	8	based	base	VERB
ajema-7186	200	9	music	music	NOUN
ajema-7186	200	10	recommender	recommender	NOUN
ajema-7186	200	11	system	system	NOUN
ajema-7186	200	12	is	be	AUX
ajema-7186	200	13	designed	design	VERB
ajema-7186	200	14	to	to	PART
ajema-7186	200	15	suggest	suggest	VERB
ajema-7186	200	16	music	music	NOUN
ajema-7186	200	17	and	and	CCONJ
ajema-7186	200	18	podcasts	podcast	NOUN
ajema-7186	200	19	based	base	VERB
ajema-7186	200	20	on	on	ADP
ajema-7186	200	21	the	the	DET
ajema-7186	200	22	user	user	NOUN
ajema-7186	200	23	’s	’s	PART
ajema-7186	200	24	preferences	preference	NOUN
ajema-7186	200	25	.	.	PUNCT
ajema-7186	201	1	the	the	DET
ajema-7186	201	2	typical	typical	ADJ
ajema-7186	201	3	approach	approach	NOUN
ajema-7186	201	4	involves	involve	VERB
ajema-7186	201	5	recommending	recommend	VERB
ajema-7186	201	6	songs	song	NOUN
ajema-7186	201	7	that	that	PRON
ajema-7186	201	8	align	align	VERB
ajema-7186	201	9	with	with	ADP
ajema-7186	201	10	a	a	DET
ajema-7186	201	11	user	user	NOUN
ajema-7186	201	12	’s	’s	PART
ajema-7186	201	13	favored	favor	VERB
ajema-7186	201	14	genre	genre	NOUN
ajema-7186	201	15	,	,	PUNCT
ajema-7186	201	16	language	language	NOUN
ajema-7186	201	17	,	,	PUNCT
ajema-7186	201	18	or	or	CCONJ
ajema-7186	201	19	artist	artist	NOUN
ajema-7186	201	20	.	.	PUNCT
ajema-7186	202	1	while	while	SCONJ
ajema-7186	202	2	traditional	traditional	ADJ
ajema-7186	202	3	music	music	NOUN
ajema-7186	202	4	players	player	NOUN
ajema-7186	202	5	allow	allow	VERB
ajema-7186	202	6	users	user	NOUN
ajema-7186	202	7	to	to	PART
ajema-7186	202	8	browse	browse	VERB
ajema-7186	202	9	and	and	CCONJ
ajema-7186	202	10	select	select	VERB
ajema-7186	202	11	songs	song	NOUN
ajema-7186	202	12	manually	manually	ADV
ajema-7186	202	13	,	,	PUNCT
ajema-7186	202	14	they	they	PRON
ajema-7186	202	15	do	do	AUX
ajema-7186	202	16	not	not	PART
ajema-7186	202	17	consider	consider	VERB
ajema-7186	202	18	a	a	DET
ajema-7186	202	19	critical	critical	ADJ
ajema-7186	202	20	aspect	aspect	NOUN
ajema-7186	202	21	—	—	PUNCT
ajema-7186	202	22	the	the	DET
ajema-7186	202	23	emotional	emotional	ADJ
ajema-7186	202	24	state	state	NOUN
ajema-7186	202	25	or	or	CCONJ
ajema-7186	202	26	mood	mood	NOUN
ajema-7186	202	27	of	of	ADP
ajema-7186	202	28	the	the	DET
ajema-7186	202	29	user	user	NOUN
ajema-7186	202	30	[	[	X
ajema-7186	202	31	100	100	NUM
ajema-7186	202	32	]	]	PUNCT
ajema-7186	202	33	.	.	PUNCT
ajema-7186	203	1	this	this	DET
ajema-7186	203	2	oversight	oversight	NOUN
ajema-7186	203	3	means	mean	VERB
ajema-7186	203	4	that	that	SCONJ
ajema-7186	203	5	users	user	NOUN
ajema-7186	203	6	must	must	AUX
ajema-7186	203	7	sift	sift	VERB
ajema-7186	203	8	through	through	ADP
ajema-7186	203	9	their	their	PRON
ajema-7186	203	10	playlist	playlist	NOUN
ajema-7186	203	11	to	to	PART
ajema-7186	203	12	find	find	VERB
ajema-7186	203	13	music	music	NOUN
ajema-7186	203	14	that	that	PRON
ajema-7186	203	15	fits	fit	VERB
ajema-7186	203	16	their	their	PRON
ajema-7186	203	17	current	current	ADJ
ajema-7186	203	18	emotional	emotional	ADJ
ajema-7186	203	19	state	state	NOUN
ajema-7186	203	20	,	,	PUNCT
ajema-7186	203	21	which	which	PRON
ajema-7186	203	22	can	can	AUX
ajema-7186	203	23	be	be	AUX
ajema-7186	203	24	time	time	NOUN
ajema-7186	203	25	-	-	PUNCT
ajema-7186	203	26	consuming	consume	VERB
ajema-7186	203	27	and	and	CCONJ
ajema-7186	203	28	less	less	ADV
ajema-7186	203	29	effective	effective	ADJ
ajema-7186	203	30	.	.	PUNCT
ajema-7186	204	1	with	with	ADP
ajema-7186	204	2	the	the	DET
ajema-7186	204	3	rapid	rapid	ADJ
ajema-7186	204	4	advancements	advancement	NOUN
ajema-7186	204	5	in	in	ADP
ajema-7186	204	6	multimedia	multimedia	NOUN
ajema-7186	204	7	and	and	CCONJ
ajema-7186	204	8	technology	technology	NOUN
ajema-7186	204	9	,	,	PUNCT
ajema-7186	204	10	various	various	ADJ
ajema-7186	204	11	modern	modern	ADJ
ajema-7186	204	12	music	music	NOUN
ajema-7186	204	13	players	player	NOUN
ajema-7186	204	14	have	have	AUX
ajema-7186	204	15	emerged	emerge	VERB
ajema-7186	204	16	,	,	PUNCT
ajema-7186	204	17	offering	offer	VERB
ajema-7186	204	18	features	feature	NOUN
ajema-7186	204	19	such	such	ADJ
ajema-7186	204	20	as	as	ADP
ajema-7186	204	21	fast	fast	ADV
ajema-7186	204	22	-	-	PUNCT
ajema-7186	204	23	forwarding	forwarding	NOUN
ajema-7186	204	24	,	,	PUNCT
ajema-7186	204	25	reverse	reverse	NOUN
ajema-7186	204	26	playback	playback	NOUN
ajema-7186	204	27	,	,	PUNCT
ajema-7186	204	28	variable	variable	ADJ
ajema-7186	204	29	playback	playback	NOUN
ajema-7186	204	30	speeds	speed	NOUN
ajema-7186	204	31	,	,	PUNCT
ajema-7186	204	32	local	local	ADJ
ajema-7186	204	33	and	and	CCONJ
ajema-7186	204	34	streaming	streaming	NOUN
ajema-7186	204	35	playback	playback	NOUN
ajema-7186	204	36	,	,	PUNCT
ajema-7186	204	37	volume	volume	NOUN
ajema-7186	204	38	modulation	modulation	NOUN
ajema-7186	204	39	,	,	PUNCT
ajema-7186	204	40	and	and	CCONJ
ajema-7186	204	41	genre	genre	NOUN
ajema-7186	204	42	classification	classification	NOUN
ajema-7186	204	43	.	.	PUNCT
ajema-7186	205	1	however	however	ADV
ajema-7186	205	2	,	,	PUNCT
ajema-7186	205	3	despite	despite	SCONJ
ajema-7186	205	4	these	these	DET
ajema-7186	205	5	improvements	improvement	NOUN
ajema-7186	205	6	,	,	PUNCT
ajema-7186	205	7	many	many	ADJ
ajema-7186	205	8	systems	system	NOUN
ajema-7186	205	9	still	still	ADV
ajema-7186	205	10	overlook	overlook	VERB
ajema-7186	205	11	the	the	DET
ajema-7186	205	12	user	user	NOUN
ajema-7186	205	13	's	's	PART
ajema-7186	205	14	emotional	emotional	ADJ
ajema-7186	205	15	context	context	NOUN
ajema-7186	205	16	when	when	SCONJ
ajema-7186	205	17	recommending	recommend	VERB
ajema-7186	205	18	music	music	NOUN
ajema-7186	205	19	,	,	PUNCT
ajema-7186	205	20	leading	lead	VERB
ajema-7186	205	21	to	to	ADP
ajema-7186	205	22	missed	miss	VERB
ajema-7186	205	23	opportunities	opportunity	NOUN
ajema-7186	205	24	for	for	ADP
ajema-7186	205	25	enhancing	enhance	VERB
ajema-7186	205	26	the	the	DET
ajema-7186	205	27	listening	listening	NOUN
ajema-7186	205	28	experience	experience	NOUN
ajema-7186	205	29	[	[	X
ajema-7186	205	30	101	101	NUM
ajema-7186	205	31	-	-	SYM
ajema-7186	205	32	106	106	NUM
ajema-7186	205	33	]	]	PUNCT
ajema-7186	205	34	.	.	PUNCT
ajema-7186	206	1	in	in	ADP
ajema-7186	206	2	contrast	contrast	NOUN
ajema-7186	206	3	,	,	PUNCT
ajema-7186	206	4	integrating	integrate	VERB
ajema-7186	206	5	facial	facial	ADJ
ajema-7186	206	6	expression	expression	NOUN
ajema-7186	206	7	analysis	analysis	NOUN
ajema-7186	206	8	into	into	ADP
ajema-7186	206	9	music	music	NOUN
ajema-7186	206	10	recommendation	recommendation	NOUN
ajema-7186	206	11	systems	system	NOUN
ajema-7186	206	12	could	could	AUX
ajema-7186	206	13	address	address	VERB
ajema-7186	206	14	this	this	DET
ajema-7186	206	15	gap	gap	NOUN
ajema-7186	206	16	.	.	PUNCT
ajema-7186	207	1	facial	facial	ADJ
ajema-7186	207	2	expressions	expression	NOUN
ajema-7186	207	3	serve	serve	VERB
ajema-7186	207	4	as	as	ADP
ajema-7186	207	5	a	a	DET
ajema-7186	207	6	powerful	powerful	ADJ
ajema-7186	207	7	signal	signal	NOUN
ajema-7186	207	8	of	of	ADP
ajema-7186	207	9	a	a	DET
ajema-7186	207	10	person	person	NOUN
ajema-7186	207	11	's	's	PART
ajema-7186	207	12	emotional	emotional	ADJ
ajema-7186	207	13	state	state	NOUN
ajema-7186	207	14	,	,	PUNCT
ajema-7186	207	15	such	such	ADJ
ajema-7186	207	16	as	as	ADP
ajema-7186	207	17	happiness	happiness	NOUN
ajema-7186	207	18	,	,	PUNCT
ajema-7186	207	19	sadness	sadness	NOUN
ajema-7186	207	20	,	,	PUNCT
ajema-7186	207	21	excitement	excitement	NOUN
ajema-7186	207	22	,	,	PUNCT
ajema-7186	207	23	or	or	CCONJ
ajema-7186	207	24	calmness	calmness	NOUN
ajema-7186	207	25	.	.	PUNCT
ajema-7186	208	1	by	by	ADP
ajema-7186	208	2	analyzing	analyze	VERB
ajema-7186	208	3	these	these	DET
ajema-7186	208	4	expressions	expression	NOUN
ajema-7186	208	5	,	,	PUNCT
ajema-7186	208	6	the	the	DET
ajema-7186	208	7	system	system	NOUN
ajema-7186	208	8	can	can	AUX
ajema-7186	208	9	personalize	personalize	VERB
ajema-7186	208	10	music	music	NOUN
ajema-7186	208	11	recommendations	recommendation	NOUN
ajema-7186	208	12	based	base	VERB
ajema-7186	208	13	on	on	ADP
ajema-7186	208	14	the	the	DET
ajema-7186	208	15	user	user	NOUN
ajema-7186	208	16	’s	’s	PART
ajema-7186	208	17	current	current	ADJ
ajema-7186	208	18	mood	mood	NOUN
ajema-7186	208	19	.	.	PUNCT
ajema-7186	209	1	for	for	ADP
ajema-7186	209	2	example	example	NOUN
ajema-7186	209	3	,	,	PUNCT
ajema-7186	209	4	if	if	SCONJ
ajema-7186	209	5	a	a	DET
ajema-7186	209	6	user	user	NOUN
ajema-7186	209	7	is	be	AUX
ajema-7186	209	8	smiling	smile	VERB
ajema-7186	209	9	or	or	CCONJ
ajema-7186	209	10	showing	show	VERB
ajema-7186	209	11	signs	sign	NOUN
ajema-7186	209	12	of	of	ADP
ajema-7186	209	13	happiness	happiness	NOUN
ajema-7186	209	14	,	,	PUNCT
ajema-7186	209	15	the	the	DET
ajema-7186	209	16	system	system	NOUN
ajema-7186	209	17	could	could	AUX
ajema-7186	209	18	recommend	recommend	VERB
ajema-7186	209	19	upbeat	upbeat	ADJ
ajema-7186	209	20	,	,	PUNCT
ajema-7186	209	21	lively	lively	ADJ
ajema-7186	209	22	tracks	track	NOUN
ajema-7186	209	23	to	to	PART
ajema-7186	209	24	enhance	enhance	VERB
ajema-7186	209	25	the	the	DET
ajema-7186	209	26	positive	positive	ADJ
ajema-7186	209	27	emotional	emotional	ADJ
ajema-7186	209	28	state	state	NOUN
ajema-7186	209	29	.	.	PUNCT
ajema-7186	210	1	similarly	similarly	ADV
ajema-7186	210	2	,	,	PUNCT
ajema-7186	210	3	if	if	SCONJ
ajema-7186	210	4	the	the	DET
ajema-7186	210	5	user	user	NOUN
ajema-7186	210	6	displays	display	VERB
ajema-7186	210	7	signs	sign	NOUN
ajema-7186	210	8	of	of	ADP
ajema-7186	210	9	sadness	sadness	NOUN
ajema-7186	210	10	or	or	CCONJ
ajema-7186	210	11	stress	stress	NOUN
ajema-7186	210	12	,	,	PUNCT
ajema-7186	210	13	the	the	DET
ajema-7186	210	14	system	system	NOUN
ajema-7186	210	15	might	might	AUX
ajema-7186	210	16	suggest	suggest	VERB
ajema-7186	210	17	calming	calm	VERB
ajema-7186	210	18	or	or	CCONJ
ajema-7186	210	19	soothing	soothe	VERB
ajema-7186	210	20	music	music	NOUN
ajema-7186	210	21	to	to	PART
ajema-7186	210	22	provide	provide	VERB
ajema-7186	210	23	comfort	comfort	NOUN
ajema-7186	210	24	and	and	CCONJ
ajema-7186	210	25	relaxation	relaxation	NOUN
ajema-7186	210	26	.	.	PUNCT
ajema-7186	211	1	this	this	DET
ajema-7186	211	2	ability	ability	NOUN
ajema-7186	211	3	to	to	PART
ajema-7186	211	4	match	match	VERB
ajema-7186	211	5	music	music	NOUN
ajema-7186	211	6	to	to	ADP
ajema-7186	211	7	emotions	emotion	NOUN
ajema-7186	211	8	can	can	AUX
ajema-7186	211	9	make	make	VERB
ajema-7186	211	10	the	the	DET
ajema-7186	211	11	listening	listening	NOUN
ajema-7186	211	12	experience	experience	NOUN
ajema-7186	211	13	more	more	ADV
ajema-7186	211	14	relevant	relevant	ADJ
ajema-7186	211	15	and	and	CCONJ
ajema-7186	211	16	impactful	impactful	ADJ
ajema-7186	211	17	,	,	PUNCT
ajema-7186	211	18	as	as	SCONJ
ajema-7186	211	19	users	user	NOUN
ajema-7186	211	20	are	be	AUX
ajema-7186	211	21	not	not	PART
ajema-7186	211	22	only	only	ADV
ajema-7186	211	23	listening	listen	VERB
ajema-7186	211	24	to	to	ADP
ajema-7186	211	25	their	their	PRON
ajema-7186	211	26	favorite	favorite	ADJ
ajema-7186	211	27	songs	song	NOUN
ajema-7186	211	28	but	but	CCONJ
ajema-7186	211	29	also	also	ADV
ajema-7186	211	30	to	to	ADP
ajema-7186	211	31	those	those	PRON
ajema-7186	211	32	that	that	PRON
ajema-7186	211	33	resonate	resonate	VERB
ajema-7186	211	34	with	with	ADP
ajema-7186	211	35	their	their	PRON
ajema-7186	211	36	current	current	ADJ
ajema-7186	211	37	emotional	emotional	ADJ
ajema-7186	211	38	state	state	NOUN
ajema-7186	211	39	.	.	PUNCT
ajema-7186	212	1	real	real	ADJ
ajema-7186	212	2	-	-	PUNCT
ajema-7186	212	3	time	time	NOUN
ajema-7186	212	4	facial	facial	ADJ
ajema-7186	212	5	expression	expression	NOUN
ajema-7186	212	6	analysis	analysis	NOUN
ajema-7186	212	7	adds	add	VERB
ajema-7186	212	8	another	another	DET
ajema-7186	212	9	layer	layer	NOUN
ajema-7186	212	10	of	of	ADP
ajema-7186	212	11	personalization	personalization	NOUN
ajema-7186	212	12	by	by	ADP
ajema-7186	212	13	enabling	enable	VERB
ajema-7186	212	14	the	the	DET
ajema-7186	212	15	system	system	NOUN
ajema-7186	212	16	to	to	PART
ajema-7186	212	17	adapt	adapt	VERB
ajema-7186	212	18	its	its	PRON
ajema-7186	212	19	recommendations	recommendation	NOUN
ajema-7186	212	20	dynamically	dynamically	ADV
ajema-7186	212	21	.	.	PUNCT
ajema-7186	213	1	as	as	ADP
ajema-7186	213	2	a	a	DET
ajema-7186	213	3	user	user	NOUN
ajema-7186	213	4	’s	’s	PART
ajema-7186	213	5	emotional	emotional	ADJ
ajema-7186	213	6	state	state	NOUN
ajema-7186	213	7	changes	change	NOUN
ajema-7186	213	8	throughout	throughout	ADP
ajema-7186	213	9	the	the	DET
ajema-7186	213	10	day	day	NOUN
ajema-7186	213	11	,	,	PUNCT
ajema-7186	213	12	their	their	PRON
ajema-7186	213	13	preferences	preference	NOUN
ajema-7186	213	14	for	for	ADP
ajema-7186	213	15	music	music	NOUN
ajema-7186	213	16	might	might	AUX
ajema-7186	213	17	shift	shift	VERB
ajema-7186	213	18	accordingly	accordingly	ADV
ajema-7186	213	19	.	.	PUNCT
ajema-7186	214	1	for	for	ADP
ajema-7186	214	2	example	example	NOUN
ajema-7186	214	3	,	,	PUNCT
ajema-7186	214	4	a	a	DET
ajema-7186	214	5	user	user	NOUN
ajema-7186	214	6	who	who	PRON
ajema-7186	214	7	is	be	AUX
ajema-7186	214	8	feeling	feel	VERB
ajema-7186	214	9	energetic	energetic	ADJ
ajema-7186	214	10	and	and	CCONJ
ajema-7186	214	11	motivated	motivated	ADJ
ajema-7186	214	12	in	in	ADP
ajema-7186	214	13	the	the	DET
ajema-7186	214	14	morning	morning	NOUN
ajema-7186	214	15	might	might	AUX
ajema-7186	214	16	enjoy	enjoy	VERB
ajema-7186	214	17	fastpaced	fastpaced	ADJ
ajema-7186	214	18	,	,	PUNCT
ajema-7186	214	19	high	high	ADJ
ajema-7186	214	20	-	-	PUNCT
ajema-7186	214	21	energy	energy	NOUN
ajema-7186	214	22	songs	song	NOUN
ajema-7186	214	23	,	,	PUNCT
ajema-7186	214	24	whereas	whereas	SCONJ
ajema-7186	214	25	they	they	PRON
ajema-7186	214	26	may	may	AUX
ajema-7186	214	27	prefer	prefer	VERB
ajema-7186	214	28	slower	slow	ADJ
ajema-7186	214	29	,	,	PUNCT
ajema-7186	214	30	more	more	ADV
ajema-7186	214	31	reflective	reflective	ADJ
ajema-7186	214	32	music	music	NOUN
ajema-7186	214	33	in	in	ADP
ajema-7186	214	34	the	the	DET
ajema-7186	214	35	evening	evening	NOUN
ajema-7186	214	36	.	.	PUNCT
ajema-7186	215	1	with	with	ADP
ajema-7186	215	2	the	the	DET
ajema-7186	215	3	integration	integration	NOUN
ajema-7186	215	4	of	of	ADP
ajema-7186	215	5	facial	facial	ADJ
ajema-7186	215	6	expression	expression	NOUN
ajema-7186	215	7	recognition	recognition	NOUN
ajema-7186	215	8	,	,	PUNCT
ajema-7186	215	9	the	the	DET
ajema-7186	215	10	system	system	NOUN
ajema-7186	215	11	can	can	AUX
ajema-7186	215	12	analyze	analyze	VERB
ajema-7186	215	13	the	the	DET
ajema-7186	215	14	user	user	NOUN
ajema-7186	215	15	’s	’s	ADV
ajema-7186	215	16	changing	change	VERB
ajema-7186	215	17	facial	facial	ADJ
ajema-7186	215	18	cues	cue	NOUN
ajema-7186	215	19	in	in	ADP
ajema-7186	215	20	real	real	ADJ
ajema-7186	215	21	time	time	NOUN
ajema-7186	215	22	and	and	CCONJ
ajema-7186	215	23	modify	modify	VERB
ajema-7186	215	24	its	its	PRON
ajema-7186	215	25	music	music	NOUN
ajema-7186	215	26	suggestions	suggestion	NOUN
ajema-7186	215	27	instantaneously	instantaneously	ADV
ajema-7186	215	28	.	.	PUNCT
ajema-7186	216	1	this	this	PRON
ajema-7186	216	2	provides	provide	VERB
ajema-7186	216	3	a	a	DET
ajema-7186	216	4	seamless	seamless	ADJ
ajema-7186	216	5	,	,	PUNCT
ajema-7186	216	6	continuous	continuous	ADJ
ajema-7186	216	7	experience	experience	NOUN
ajema-7186	216	8	where	where	SCONJ
ajema-7186	216	9	the	the	DET
ajema-7186	216	10	music	music	NOUN
ajema-7186	216	11	is	be	AUX
ajema-7186	216	12	always	always	ADV
ajema-7186	216	13	aligned	align	VERB
ajema-7186	216	14	with	with	ADP
ajema-7186	216	15	the	the	DET
ajema-7186	216	16	user	user	NOUN
ajema-7186	216	17	's	's	PART
ajema-7186	216	18	current	current	ADJ
ajema-7186	216	19	mood	mood	NOUN
ajema-7186	216	20	,	,	PUNCT
ajema-7186	216	21	leading	lead	VERB
ajema-7186	216	22	to	to	ADP
ajema-7186	216	23	a	a	DET
ajema-7186	216	24	more	more	ADV
ajema-7186	216	25	immersive	immersive	ADJ
ajema-7186	216	26	and	and	CCONJ
ajema-7186	216	27	responsive	responsive	ADJ
ajema-7186	216	28	interaction	interaction	NOUN
ajema-7186	216	29	(	(	PUNCT
ajema-7186	216	30	figure	figure	NOUN
ajema-7186	216	31	1	1	NUM
ajema-7186	216	32	)	)	PUNCT
ajema-7186	216	33	.	.	PUNCT
ajema-7186	217	1	figure	figure	VERB
ajema-7186	217	2	1	1	NUM
ajema-7186	217	3	:	:	PUNCT
ajema-7186	217	4	sequence	sequence	NOUN
ajema-7186	217	5	diagram	diagram	NOUN
ajema-7186	217	6	furthermore	furthermore	ADV
ajema-7186	217	7	,	,	PUNCT
ajema-7186	217	8	by	by	ADP
ajema-7186	217	9	offering	offer	VERB
ajema-7186	217	10	music	music	NOUN
ajema-7186	217	11	recommendations	recommendation	NOUN
ajema-7186	217	12	that	that	PRON
ajema-7186	217	13	align	align	VERB
ajema-7186	217	14	with	with	ADP
ajema-7186	217	15	the	the	DET
ajema-7186	217	16	user	user	NOUN
ajema-7186	217	17	’s	’s	PART
ajema-7186	217	18	emotions	emotion	NOUN
ajema-7186	217	19	,	,	PUNCT
ajema-7186	217	20	the	the	DET
ajema-7186	217	21	system	system	NOUN
ajema-7186	217	22	can	can	AUX
ajema-7186	217	23	significantly	significantly	ADV
ajema-7186	217	24	enhance	enhance	VERB
ajema-7186	217	25	the	the	DET
ajema-7186	217	26	overall	overall	ADJ
ajema-7186	217	27	user	user	NOUN
ajema-7186	217	28	experience	experience	NOUN
ajema-7186	217	29	.	.	PUNCT
ajema-7186	218	1	when	when	SCONJ
ajema-7186	218	2	users	user	NOUN
ajema-7186	218	3	are	be	AUX
ajema-7186	218	4	presented	present	VERB
ajema-7186	218	5	with	with	ADP
ajema-7186	218	6	music	music	NOUN
ajema-7186	218	7	that	that	PRON
ajema-7186	218	8	corresponds	correspond	VERB
ajema-7186	218	9	with	with	ADP
ajema-7186	218	10	their	their	PRON
ajema-7186	218	11	emotional	emotional	ADJ
ajema-7186	218	12	needs	need	NOUN
ajema-7186	218	13	,	,	PUNCT
ajema-7186	218	14	it	it	PRON
ajema-7186	218	15	creates	create	VERB
ajema-7186	218	16	a	a	DET
ajema-7186	218	17	more	more	ADV
ajema-7186	218	18	engaging	engaging	ADJ
ajema-7186	218	19	and	and	CCONJ
ajema-7186	218	20	enjoyable	enjoyable	ADJ
ajema-7186	218	21	listening	listening	NOUN
ajema-7186	218	22	environment	environment	NOUN
ajema-7186	218	23	.	.	PUNCT
ajema-7186	219	1	music	music	NOUN
ajema-7186	219	2	is	be	AUX
ajema-7186	219	3	a	a	DET
ajema-7186	219	4	deeply	deeply	ADV
ajema-7186	219	5	personal	personal	ADJ
ajema-7186	219	6	experience	experience	NOUN
ajema-7186	219	7	,	,	PUNCT
ajema-7186	219	8	and	and	CCONJ
ajema-7186	219	9	by	by	ADP
ajema-7186	219	10	making	make	VERB
ajema-7186	219	11	recommendations	recommendation	NOUN
ajema-7186	219	12	that	that	PRON
ajema-7186	219	13	feel	feel	VERB
ajema-7186	219	14	intuitively	intuitively	ADV
ajema-7186	219	15	right	right	ADJ
ajema-7186	219	16	for	for	ADP
ajema-7186	219	17	the	the	DET
ajema-7186	219	18	listener	listener	NOUN
ajema-7186	219	19	,	,	PUNCT
ajema-7186	219	20	the	the	DET
ajema-7186	219	21	system	system	NOUN
ajema-7186	219	22	increases	increase	VERB
ajema-7186	219	23	user	user	NOUN
ajema-7186	219	24	satisfaction	satisfaction	NOUN
ajema-7186	219	25	.	.	PUNCT
ajema-7186	220	1	this	this	PRON
ajema-7186	220	2	could	could	AUX
ajema-7186	220	3	lead	lead	VERB
ajema-7186	220	4	to	to	ADP
ajema-7186	220	5	longer	long	ADV
ajema-7186	220	6	engagement	engagement	VERB
ajema-7186	220	7	with	with	ADP
ajema-7186	220	8	the	the	DET
ajema-7186	220	9	platform	platform	NOUN
ajema-7186	220	10	,	,	PUNCT
ajema-7186	220	11	as	as	SCONJ
ajema-7186	220	12	users	user	NOUN
ajema-7186	220	13	are	be	AUX
ajema-7186	220	14	more	more	ADV
ajema-7186	220	15	likely	likely	ADJ
ajema-7186	220	16	to	to	PART
ajema-7186	220	17	return	return	VERB
ajema-7186	220	18	to	to	ADP
ajema-7186	220	19	a	a	DET
ajema-7186	220	20	service	service	NOUN
ajema-7186	220	21	that	that	PRON
ajema-7186	220	22	understands	understand	VERB
ajema-7186	220	23	and	and	CCONJ
ajema-7186	220	24	181	181	NUM
ajema-7186	220	25	journal	journal	NOUN
ajema-7186	220	26	of	of	ADP
ajema-7186	220	27	engineering	engineering	NOUN
ajema-7186	220	28	,	,	PUNCT
ajema-7186	220	29	mechanics	mechanic	NOUN
ajema-7186	220	30	and	and	CCONJ
ajema-7186	220	31	architecture	architecture	NOUN
ajema-7186	220	32	www	www	NOUN
ajema-7186	220	33	.	.	PUNCT
ajema-7186	221	1	grnjournal.us	grnjournal.us	X
ajema-7186	221	2	caters	cater	NOUN
ajema-7186	221	3	to	to	ADP
ajema-7186	221	4	their	their	PRON
ajema-7186	221	5	emotional	emotional	ADJ
ajema-7186	221	6	preferences	preference	NOUN
ajema-7186	221	7	.	.	PUNCT
ajema-7186	222	1	by	by	ADP
ajema-7186	222	2	offering	offer	VERB
ajema-7186	222	3	a	a	DET
ajema-7186	222	4	more	more	ADV
ajema-7186	222	5	personalized	personalized	ADJ
ajema-7186	222	6	experience	experience	NOUN
ajema-7186	222	7	,	,	PUNCT
ajema-7186	222	8	the	the	DET
ajema-7186	222	9	system	system	NOUN
ajema-7186	222	10	not	not	PART
ajema-7186	222	11	only	only	ADV
ajema-7186	222	12	meets	meet	VERB
ajema-7186	222	13	the	the	DET
ajema-7186	222	14	user	user	NOUN
ajema-7186	222	15	’s	’s	PART
ajema-7186	222	16	needs	need	NOUN
ajema-7186	222	17	but	but	CCONJ
ajema-7186	222	18	also	also	ADV
ajema-7186	222	19	builds	build	VERB
ajema-7186	222	20	a	a	DET
ajema-7186	222	21	deeper	deep	ADJ
ajema-7186	222	22	connection	connection	NOUN
ajema-7186	222	23	with	with	ADP
ajema-7186	222	24	the	the	DET
ajema-7186	222	25	user	user	NOUN
ajema-7186	222	26	,	,	PUNCT
ajema-7186	222	27	fostering	foster	VERB
ajema-7186	222	28	loyalty	loyalty	NOUN
ajema-7186	222	29	and	and	CCONJ
ajema-7186	222	30	satisfaction	satisfaction	NOUN
ajema-7186	222	31	.	.	PUNCT
ajema-7186	223	1	in	in	ADP
ajema-7186	223	2	addition	addition	NOUN
ajema-7186	223	3	to	to	ADP
ajema-7186	223	4	enhancing	enhance	VERB
ajema-7186	223	5	personalization	personalization	NOUN
ajema-7186	223	6	,	,	PUNCT
ajema-7186	223	7	facial	facial	ADJ
ajema-7186	223	8	expression	expression	NOUN
ajema-7186	223	9	analysis	analysis	NOUN
ajema-7186	223	10	could	could	AUX
ajema-7186	223	11	encourage	encourage	VERB
ajema-7186	223	12	users	user	NOUN
ajema-7186	223	13	to	to	PART
ajema-7186	223	14	explore	explore	VERB
ajema-7186	223	15	new	new	ADJ
ajema-7186	223	16	genres	genre	NOUN
ajema-7186	223	17	of	of	ADP
ajema-7186	223	18	music	music	NOUN
ajema-7186	223	19	.	.	PUNCT
ajema-7186	224	1	often	often	ADV
ajema-7186	224	2	,	,	PUNCT
ajema-7186	224	3	people	people	NOUN
ajema-7186	224	4	tend	tend	VERB
ajema-7186	224	5	to	to	PART
ajema-7186	224	6	listen	listen	VERB
ajema-7186	224	7	to	to	ADP
ajema-7186	224	8	the	the	DET
ajema-7186	224	9	same	same	ADJ
ajema-7186	224	10	genres	genre	NOUN
ajema-7186	224	11	or	or	CCONJ
ajema-7186	224	12	artists	artist	NOUN
ajema-7186	224	13	,	,	PUNCT
ajema-7186	224	14	sticking	stick	VERB
ajema-7186	224	15	to	to	ADP
ajema-7186	224	16	what	what	PRON
ajema-7186	224	17	is	be	AUX
ajema-7186	224	18	familiar	familiar	ADJ
ajema-7186	224	19	and	and	CCONJ
ajema-7186	224	20	comfortable	comfortable	ADJ
ajema-7186	224	21	.	.	PUNCT
ajema-7186	225	1	however	however	ADV
ajema-7186	225	2	,	,	PUNCT
ajema-7186	225	3	facial	facial	ADJ
ajema-7186	225	4	expression	expression	NOUN
ajema-7186	225	5	cues	cue	NOUN
ajema-7186	225	6	can	can	AUX
ajema-7186	225	7	detect	detect	VERB
ajema-7186	225	8	subtle	subtle	ADJ
ajema-7186	225	9	shifts	shift	NOUN
ajema-7186	225	10	in	in	ADP
ajema-7186	225	11	a	a	DET
ajema-7186	225	12	user	user	NOUN
ajema-7186	225	13	’s	’s	PART
ajema-7186	225	14	emotional	emotional	ADJ
ajema-7186	225	15	openness	openness	NOUN
ajema-7186	225	16	or	or	CCONJ
ajema-7186	225	17	curiosity	curiosity	NOUN
ajema-7186	225	18	,	,	PUNCT
ajema-7186	225	19	indicating	indicate	VERB
ajema-7186	225	20	that	that	SCONJ
ajema-7186	225	21	the	the	DET
ajema-7186	225	22	user	user	NOUN
ajema-7186	225	23	might	might	AUX
ajema-7186	225	24	be	be	AUX
ajema-7186	225	25	in	in	ADP
ajema-7186	225	26	the	the	DET
ajema-7186	225	27	mood	mood	NOUN
ajema-7186	225	28	for	for	ADP
ajema-7186	225	29	something	something	PRON
ajema-7186	225	30	new	new	ADJ
ajema-7186	225	31	or	or	CCONJ
ajema-7186	225	32	different	different	ADJ
ajema-7186	225	33	.	.	PUNCT
ajema-7186	226	1	for	for	ADP
ajema-7186	226	2	instance	instance	NOUN
ajema-7186	226	3	,	,	PUNCT
ajema-7186	226	4	if	if	SCONJ
ajema-7186	226	5	the	the	DET
ajema-7186	226	6	system	system	NOUN
ajema-7186	226	7	detects	detect	VERB
ajema-7186	226	8	signs	sign	NOUN
ajema-7186	226	9	of	of	ADP
ajema-7186	226	10	interest	interest	NOUN
ajema-7186	226	11	or	or	CCONJ
ajema-7186	226	12	intrigue	intrigue	NOUN
ajema-7186	226	13	on	on	ADP
ajema-7186	226	14	the	the	DET
ajema-7186	226	15	user	user	NOUN
ajema-7186	226	16	’s	’s	PART
ajema-7186	226	17	face	face	NOUN
ajema-7186	226	18	,	,	PUNCT
ajema-7186	226	19	it	it	PRON
ajema-7186	226	20	could	could	AUX
ajema-7186	226	21	suggest	suggest	VERB
ajema-7186	226	22	genres	genre	NOUN
ajema-7186	226	23	or	or	CCONJ
ajema-7186	226	24	artists	artist	NOUN
ajema-7186	226	25	that	that	PRON
ajema-7186	226	26	the	the	DET
ajema-7186	226	27	user	user	NOUN
ajema-7186	226	28	has	have	AUX
ajema-7186	226	29	n’t	not	PART
ajema-7186	226	30	explored	explore	VERB
ajema-7186	226	31	before	before	ADV
ajema-7186	226	32	.	.	PUNCT
ajema-7186	227	1	this	this	PRON
ajema-7186	227	2	can	can	AUX
ajema-7186	227	3	foster	foster	VERB
ajema-7186	227	4	a	a	DET
ajema-7186	227	5	sense	sense	NOUN
ajema-7186	227	6	of	of	ADP
ajema-7186	227	7	musical	musical	ADJ
ajema-7186	227	8	adventure	adventure	NOUN
ajema-7186	227	9	and	and	CCONJ
ajema-7186	227	10	curiosity	curiosity	NOUN
ajema-7186	227	11	,	,	PUNCT
ajema-7186	227	12	encouraging	encourage	VERB
ajema-7186	227	13	users	user	NOUN
ajema-7186	227	14	to	to	PART
ajema-7186	227	15	step	step	VERB
ajema-7186	227	16	outside	outside	ADP
ajema-7186	227	17	their	their	PRON
ajema-7186	227	18	musical	musical	ADJ
ajema-7186	227	19	comfort	comfort	NOUN
ajema-7186	227	20	zones	zone	NOUN
ajema-7186	227	21	and	and	CCONJ
ajema-7186	227	22	experience	experience	VERB
ajema-7186	227	23	new	new	ADJ
ajema-7186	227	24	sounds	sound	NOUN
ajema-7186	227	25	.	.	PUNCT
ajema-7186	228	1	it	it	PRON
ajema-7186	228	2	can	can	AUX
ajema-7186	228	3	also	also	ADV
ajema-7186	228	4	contribute	contribute	VERB
ajema-7186	228	5	to	to	ADP
ajema-7186	228	6	a	a	DET
ajema-7186	228	7	more	more	ADV
ajema-7186	228	8	varied	varied	ADJ
ajema-7186	228	9	and	and	CCONJ
ajema-7186	228	10	enriching	enrich	VERB
ajema-7186	228	11	listening	listening	NOUN
ajema-7186	228	12	experience	experience	NOUN
ajema-7186	228	13	,	,	PUNCT
ajema-7186	228	14	as	as	SCONJ
ajema-7186	228	15	users	user	NOUN
ajema-7186	228	16	are	be	AUX
ajema-7186	228	17	exposed	expose	VERB
ajema-7186	228	18	to	to	ADP
ajema-7186	228	19	different	different	ADJ
ajema-7186	228	20	styles	style	NOUN
ajema-7186	228	21	and	and	CCONJ
ajema-7186	228	22	cultural	cultural	ADJ
ajema-7186	228	23	expressions	expression	NOUN
ajema-7186	228	24	that	that	PRON
ajema-7186	228	25	they	they	PRON
ajema-7186	228	26	might	might	AUX
ajema-7186	228	27	not	not	PART
ajema-7186	228	28	have	have	AUX
ajema-7186	228	29	discovered	discover	VERB
ajema-7186	228	30	otherwise	otherwise	ADV
ajema-7186	228	31	.	.	PUNCT
ajema-7186	229	1	moreover	moreover	ADV
ajema-7186	229	2	,	,	PUNCT
ajema-7186	229	3	integrating	integrate	VERB
ajema-7186	229	4	facial	facial	ADJ
ajema-7186	229	5	expression	expression	NOUN
ajema-7186	229	6	analysis	analysis	NOUN
ajema-7186	229	7	can	can	AUX
ajema-7186	229	8	improve	improve	VERB
ajema-7186	229	9	the	the	DET
ajema-7186	229	10	accuracy	accuracy	NOUN
ajema-7186	229	11	of	of	ADP
ajema-7186	229	12	music	music	NOUN
ajema-7186	229	13	recommendations	recommendation	NOUN
ajema-7186	229	14	.	.	PUNCT
ajema-7186	230	1	by	by	ADP
ajema-7186	230	2	combining	combine	VERB
ajema-7186	230	3	facial	facial	ADJ
ajema-7186	230	4	data	datum	NOUN
ajema-7186	230	5	with	with	ADP
ajema-7186	230	6	other	other	ADJ
ajema-7186	230	7	sources	source	NOUN
ajema-7186	230	8	of	of	ADP
ajema-7186	230	9	information	information	NOUN
ajema-7186	230	10	,	,	PUNCT
ajema-7186	230	11	such	such	ADJ
ajema-7186	230	12	as	as	ADP
ajema-7186	230	13	the	the	DET
ajema-7186	230	14	user	user	NOUN
ajema-7186	230	15	’s	’s	PART
ajema-7186	230	16	past	past	ADJ
ajema-7186	230	17	listening	listen	VERB
ajema-7186	230	18	history	history	NOUN
ajema-7186	230	19	,	,	PUNCT
ajema-7186	230	20	preferences	preference	NOUN
ajema-7186	230	21	,	,	PUNCT
ajema-7186	230	22	and	and	CCONJ
ajema-7186	230	23	context	context	NOUN
ajema-7186	230	24	,	,	PUNCT
ajema-7186	230	25	the	the	DET
ajema-7186	230	26	system	system	NOUN
ajema-7186	230	27	can	can	AUX
ajema-7186	230	28	refine	refine	VERB
ajema-7186	230	29	its	its	PRON
ajema-7186	230	30	suggestions	suggestion	NOUN
ajema-7186	230	31	.	.	PUNCT
ajema-7186	231	1	this	this	DET
ajema-7186	231	2	multifaceted	multifaceted	ADJ
ajema-7186	231	3	approach	approach	NOUN
ajema-7186	231	4	enables	enable	VERB
ajema-7186	231	5	the	the	DET
ajema-7186	231	6	system	system	NOUN
ajema-7186	231	7	to	to	PART
ajema-7186	231	8	provide	provide	VERB
ajema-7186	231	9	more	more	ADV
ajema-7186	231	10	accurate	accurate	ADJ
ajema-7186	231	11	recommendations	recommendation	NOUN
ajema-7186	231	12	that	that	PRON
ajema-7186	231	13	align	align	VERB
ajema-7186	231	14	with	with	ADP
ajema-7186	231	15	both	both	CCONJ
ajema-7186	231	16	the	the	DET
ajema-7186	231	17	user	user	NOUN
ajema-7186	231	18	’s	’s	PART
ajema-7186	231	19	emotional	emotional	ADJ
ajema-7186	231	20	state	state	NOUN
ajema-7186	231	21	and	and	CCONJ
ajema-7186	231	22	their	their	PRON
ajema-7186	231	23	broader	broad	ADJ
ajema-7186	231	24	musical	musical	ADJ
ajema-7186	231	25	tastes	taste	NOUN
ajema-7186	231	26	.	.	PUNCT
ajema-7186	232	1	for	for	ADP
ajema-7186	232	2	example	example	NOUN
ajema-7186	232	3	,	,	PUNCT
ajema-7186	232	4	if	if	SCONJ
ajema-7186	232	5	a	a	DET
ajema-7186	232	6	user	user	NOUN
ajema-7186	232	7	typically	typically	ADV
ajema-7186	232	8	listens	listen	VERB
ajema-7186	232	9	to	to	ADP
ajema-7186	232	10	classical	classical	ADJ
ajema-7186	232	11	music	music	NOUN
ajema-7186	232	12	but	but	CCONJ
ajema-7186	232	13	is	be	AUX
ajema-7186	232	14	showing	show	VERB
ajema-7186	232	15	signs	sign	NOUN
ajema-7186	232	16	of	of	ADP
ajema-7186	232	17	stress	stress	NOUN
ajema-7186	232	18	or	or	CCONJ
ajema-7186	232	19	fatigue	fatigue	NOUN
ajema-7186	232	20	,	,	PUNCT
ajema-7186	232	21	the	the	DET
ajema-7186	232	22	system	system	NOUN
ajema-7186	232	23	could	could	AUX
ajema-7186	232	24	recommend	recommend	VERB
ajema-7186	232	25	classical	classical	ADJ
ajema-7186	232	26	pieces	piece	NOUN
ajema-7186	232	27	known	know	VERB
ajema-7186	232	28	for	for	ADP
ajema-7186	232	29	their	their	PRON
ajema-7186	232	30	calming	calm	VERB
ajema-7186	232	31	effects	effect	NOUN
ajema-7186	232	32	.	.	PUNCT
ajema-7186	233	1	the	the	DET
ajema-7186	233	2	more	more	ADJ
ajema-7186	233	3	data	datum	NOUN
ajema-7186	233	4	the	the	DET
ajema-7186	233	5	system	system	NOUN
ajema-7186	233	6	gathers	gather	VERB
ajema-7186	233	7	,	,	PUNCT
ajema-7186	233	8	the	the	PRON
ajema-7186	233	9	better	well	ADJ
ajema-7186	233	10	it	it	PRON
ajema-7186	233	11	can	can	AUX
ajema-7186	233	12	anticipate	anticipate	VERB
ajema-7186	233	13	what	what	DET
ajema-7186	233	14	type	type	NOUN
ajema-7186	233	15	of	of	ADP
ajema-7186	233	16	music	music	NOUN
ajema-7186	233	17	the	the	DET
ajema-7186	233	18	user	user	NOUN
ajema-7186	233	19	might	might	AUX
ajema-7186	233	20	enjoy	enjoy	VERB
ajema-7186	233	21	in	in	ADP
ajema-7186	233	22	a	a	DET
ajema-7186	233	23	given	give	VERB
ajema-7186	233	24	moment	moment	NOUN
ajema-7186	233	25	,	,	PUNCT
ajema-7186	233	26	improving	improve	VERB
ajema-7186	233	27	the	the	DET
ajema-7186	233	28	overall	overall	ADJ
ajema-7186	233	29	quality	quality	NOUN
ajema-7186	233	30	of	of	ADP
ajema-7186	233	31	the	the	DET
ajema-7186	233	32	recommendations	recommendation	NOUN
ajema-7186	233	33	(	(	PUNCT
ajema-7186	233	34	figure	figure	NOUN
ajema-7186	233	35	2	2	NUM
ajema-7186	233	36	)	)	PUNCT
ajema-7186	233	37	.	.	PUNCT
ajema-7186	234	1	figure	figure	VERB
ajema-7186	234	2	2	2	NUM
ajema-7186	234	3	:	:	PUNCT
ajema-7186	234	4	neutral	neutral	ADJ
ajema-7186	234	5	images	image	NOUN
ajema-7186	234	6	the	the	DET
ajema-7186	234	7	existing	exist	VERB
ajema-7186	234	8	system	system	NOUN
ajema-7186	234	9	relies	rely	VERB
ajema-7186	234	10	on	on	ADP
ajema-7186	234	11	a	a	DET
ajema-7186	234	12	content	content	NOUN
ajema-7186	234	13	-	-	PUNCT
ajema-7186	234	14	based	base	VERB
ajema-7186	234	15	music	music	NOUN
ajema-7186	234	16	recommender	recommender	NOUN
ajema-7186	234	17	system	system	NOUN
ajema-7186	234	18	that	that	PRON
ajema-7186	234	19	suggests	suggest	VERB
ajema-7186	234	20	music	music	NOUN
ajema-7186	234	21	and	and	CCONJ
ajema-7186	234	22	podcasts	podcast	NOUN
ajema-7186	234	23	according	accord	VERB
ajema-7186	234	24	to	to	ADP
ajema-7186	234	25	the	the	DET
ajema-7186	234	26	user	user	NOUN
ajema-7186	234	27	's	's	PART
ajema-7186	234	28	preferences	preference	NOUN
ajema-7186	234	29	,	,	PUNCT
ajema-7186	234	30	typically	typically	ADV
ajema-7186	234	31	based	base	VERB
ajema-7186	234	32	on	on	ADP
ajema-7186	234	33	factors	factor	NOUN
ajema-7186	234	34	like	like	ADP
ajema-7186	234	35	genre	genre	NOUN
ajema-7186	234	36	,	,	PUNCT
ajema-7186	234	37	language	language	NOUN
ajema-7186	234	38	,	,	PUNCT
ajema-7186	234	39	and	and	CCONJ
ajema-7186	234	40	artist	artist	NOUN
ajema-7186	234	41	.	.	PUNCT
ajema-7186	235	1	while	while	SCONJ
ajema-7186	235	2	this	this	DET
ajema-7186	235	3	approach	approach	NOUN
ajema-7186	235	4	offers	offer	VERB
ajema-7186	235	5	a	a	DET
ajema-7186	235	6	personalized	personalized	ADJ
ajema-7186	235	7	listening	listening	NOUN
ajema-7186	235	8	experience	experience	NOUN
ajema-7186	235	9	,	,	PUNCT
ajema-7186	235	10	it	it	PRON
ajema-7186	235	11	often	often	ADV
ajema-7186	235	12	falls	fall	VERB
ajema-7186	235	13	short	short	ADJ
ajema-7186	235	14	in	in	ADP
ajema-7186	235	15	accurately	accurately	ADV
ajema-7186	235	16	reflecting	reflect	VERB
ajema-7186	235	17	the	the	DET
ajema-7186	235	18	user	user	NOUN
ajema-7186	235	19	's	's	PART
ajema-7186	235	20	emotional	emotional	ADJ
ajema-7186	235	21	state	state	NOUN
ajema-7186	235	22	,	,	PUNCT
ajema-7186	235	23	which	which	PRON
ajema-7186	235	24	is	be	AUX
ajema-7186	235	25	a	a	DET
ajema-7186	235	26	significant	significant	ADJ
ajema-7186	235	27	factor	factor	NOUN
ajema-7186	235	28	in	in	ADP
ajema-7186	235	29	music	music	NOUN
ajema-7186	235	30	selection	selection	NOUN
ajema-7186	235	31	.	.	PUNCT
ajema-7186	236	1	additionally	additionally	ADV
ajema-7186	236	2	,	,	PUNCT
ajema-7186	236	3	the	the	DET
ajema-7186	236	4	categorization	categorization	NOUN
ajema-7186	236	5	done	do	VERB
ajema-7186	236	6	by	by	ADP
ajema-7186	236	7	state	state	NOUN
ajema-7186	236	8	-	-	PUNCT
ajema-7186	236	9	of	of	ADP
ajema-7186	236	10	-	-	PUNCT
ajema-7186	236	11	the	the	DET
ajema-7186	236	12	-	-	PUNCT
ajema-7186	236	13	art	art	NOUN
ajema-7186	236	14	algorithms	algorithm	NOUN
ajema-7186	236	15	can	can	AUX
ajema-7186	236	16	sometimes	sometimes	ADV
ajema-7186	236	17	cause	cause	VERB
ajema-7186	236	18	the	the	DET
ajema-7186	236	19	loss	loss	NOUN
ajema-7186	236	20	of	of	ADP
ajema-7186	236	21	valuable	valuable	ADJ
ajema-7186	236	22	information	information	NOUN
ajema-7186	236	23	,	,	PUNCT
ajema-7186	236	24	leading	lead	VERB
ajema-7186	236	25	to	to	ADP
ajema-7186	236	26	weak	weak	ADJ
ajema-7186	236	27	generalization	generalization	NOUN
ajema-7186	236	28	,	,	PUNCT
ajema-7186	236	29	low	low	ADJ
ajema-7186	236	30	robustness	robustness	NOUN
ajema-7186	236	31	,	,	PUNCT
ajema-7186	236	32	and	and	CCONJ
ajema-7186	236	33	suboptimal	suboptimal	ADJ
ajema-7186	236	34	accuracy	accuracy	NOUN
ajema-7186	236	35	.	.	PUNCT
ajema-7186	237	1	users	user	NOUN
ajema-7186	237	2	in	in	ADP
ajema-7186	237	3	the	the	DET
ajema-7186	237	4	existing	exist	VERB
ajema-7186	237	5	system	system	NOUN
ajema-7186	237	6	often	often	ADV
ajema-7186	237	7	need	need	VERB
ajema-7186	237	8	to	to	PART
ajema-7186	237	9	manually	manually	ADV
ajema-7186	237	10	search	search	VERB
ajema-7186	237	11	for	for	ADP
ajema-7186	237	12	songs	song	NOUN
ajema-7186	237	13	or	or	CCONJ
ajema-7186	237	14	upload	upload	VERB
ajema-7186	237	15	images	image	NOUN
ajema-7186	237	16	to	to	PART
ajema-7186	237	17	detect	detect	VERB
ajema-7186	237	18	emotions	emotion	NOUN
ajema-7186	237	19	through	through	ADP
ajema-7186	237	20	facial	facial	ADJ
ajema-7186	237	21	recognition	recognition	NOUN
ajema-7186	237	22	.	.	PUNCT
ajema-7186	238	1	this	this	DET
ajema-7186	238	2	process	process	NOUN
ajema-7186	238	3	is	be	AUX
ajema-7186	238	4	inefficient	inefficient	ADJ
ajema-7186	238	5	and	and	CCONJ
ajema-7186	238	6	does	do	AUX
ajema-7186	238	7	not	not	PART
ajema-7186	238	8	offer	offer	VERB
ajema-7186	238	9	realtime	realtime	ADJ
ajema-7186	238	10	adaptability	adaptability	NOUN
ajema-7186	238	11	to	to	ADP
ajema-7186	238	12	changing	change	VERB
ajema-7186	238	13	moods	mood	NOUN
ajema-7186	238	14	.	.	PUNCT
ajema-7186	239	1	in	in	ADP
ajema-7186	239	2	contrast	contrast	NOUN
ajema-7186	239	3	,	,	PUNCT
ajema-7186	239	4	the	the	DET
ajema-7186	239	5	proposed	propose	VERB
ajema-7186	239	6	system	system	NOUN
ajema-7186	239	7	introduces	introduce	VERB
ajema-7186	239	8	a	a	DET
ajema-7186	239	9	more	more	ADV
ajema-7186	239	10	advanced	advanced	ADJ
ajema-7186	239	11	approach	approach	NOUN
ajema-7186	239	12	,	,	PUNCT
ajema-7186	239	13	leveraging	leverage	VERB
ajema-7186	239	14	cutting	cutting	NOUN
ajema-7186	239	15	-	-	PUNCT
ajema-7186	239	16	edge	edge	NOUN
ajema-7186	239	17	technologies	technology	NOUN
ajema-7186	239	18	like	like	ADP
ajema-7186	239	19	conv2d	conv2d	NOUN
ajema-7186	239	20	,	,	PUNCT
ajema-7186	239	21	maxpooling2d	maxpooling2d	NOUN
ajema-7186	239	22	,	,	PUNCT
ajema-7186	239	23	dropout	dropout	NOUN
ajema-7186	239	24	,	,	PUNCT
ajema-7186	239	25	and	and	CCONJ
ajema-7186	239	26	thick	thick	ADJ
ajema-7186	239	27	layers	layer	NOUN
ajema-7186	239	28	for	for	ADP
ajema-7186	239	29	enhanced	enhanced	ADJ
ajema-7186	239	30	accuracy	accuracy	NOUN
ajema-7186	239	31	and	and	CCONJ
ajema-7186	239	32	high	high	ADJ
ajema-7186	239	33	processing	processing	NOUN
ajema-7186	239	34	speed	speed	NOUN
ajema-7186	239	35	.	.	PUNCT
ajema-7186	240	1	the	the	DET
ajema-7186	240	2	conv2d	conv2d	ADJ
ajema-7186	240	3	layers	layer	NOUN
ajema-7186	240	4	,	,	PUNCT
ajema-7186	240	5	in	in	ADP
ajema-7186	240	6	particular	particular	ADJ
ajema-7186	240	7	,	,	PUNCT
ajema-7186	240	8	enable	enable	VERB
ajema-7186	240	9	the	the	DET
ajema-7186	240	10	system	system	NOUN
ajema-7186	240	11	to	to	PART
ajema-7186	240	12	process	process	VERB
ajema-7186	240	13	image	image	NOUN
ajema-7186	240	14	data	datum	NOUN
ajema-7186	240	15	more	more	ADV
ajema-7186	240	16	effectively	effectively	ADV
ajema-7186	240	17	,	,	PUNCT
ajema-7186	240	18	leading	lead	VERB
ajema-7186	240	19	to	to	ADP
ajema-7186	240	20	precise	precise	ADJ
ajema-7186	240	21	emotion	emotion	NOUN
ajema-7186	240	22	detection	detection	NOUN
ajema-7186	240	23	and	and	CCONJ
ajema-7186	240	24	improving	improve	VERB
ajema-7186	240	25	the	the	DET
ajema-7186	240	26	overall	overall	ADJ
ajema-7186	240	27	accuracy	accuracy	NOUN
ajema-7186	240	28	of	of	ADP
ajema-7186	240	29	the	the	DET
ajema-7186	240	30	recommendation	recommendation	NOUN
ajema-7186	240	31	system	system	NOUN
ajema-7186	240	32	.	.	PUNCT
ajema-7186	241	1	the	the	DET
ajema-7186	241	2	system	system	NOUN
ajema-7186	241	3	’s	’s	PART
ajema-7186	241	4	design	design	NOUN
ajema-7186	241	5	ensures	ensure	VERB
ajema-7186	241	6	better	well	ADJ
ajema-7186	241	7	generalization	generalization	NOUN
ajema-7186	241	8	and	and	CCONJ
ajema-7186	241	9	robustness	robustness	NOUN
ajema-7186	241	10	compared	compare	VERB
ajema-7186	241	11	to	to	ADP
ajema-7186	241	12	traditional	traditional	ADJ
ajema-7186	241	13	models	model	NOUN
ajema-7186	241	14	,	,	PUNCT
ajema-7186	241	15	overcoming	overcome	VERB
ajema-7186	241	16	the	the	DET
ajema-7186	241	17	limitations	limitation	NOUN
ajema-7186	241	18	of	of	ADP
ajema-7186	241	19	the	the	DET
ajema-7186	241	20	existing	exist	VERB
ajema-7186	241	21	system	system	NOUN
ajema-7186	241	22	.	.	PUNCT
ajema-7186	242	1	one	one	NUM
ajema-7186	242	2	of	of	ADP
ajema-7186	242	3	the	the	DET
ajema-7186	242	4	major	major	ADJ
ajema-7186	242	5	improvements	improvement	NOUN
ajema-7186	242	6	in	in	ADP
ajema-7186	242	7	the	the	DET
ajema-7186	242	8	proposed	propose	VERB
ajema-7186	242	9	system	system	NOUN
ajema-7186	242	10	is	be	AUX
ajema-7186	242	11	the	the	DET
ajema-7186	242	12	shift	shift	NOUN
ajema-7186	242	13	from	from	ADP
ajema-7186	242	14	a	a	DET
ajema-7186	242	15	manual	manual	ADJ
ajema-7186	242	16	search	search	NOUN
ajema-7186	242	17	process	process	NOUN
ajema-7186	242	18	to	to	ADP
ajema-7186	242	19	real	real	ADJ
ajema-7186	242	20	-	-	PUNCT
ajema-7186	242	21	time	time	NOUN
ajema-7186	242	22	emotion	emotion	NOUN
ajema-7186	242	23	detection	detection	NOUN
ajema-7186	242	24	through	through	ADP
ajema-7186	242	25	facial	facial	ADJ
ajema-7186	242	26	expression	expression	NOUN
ajema-7186	242	27	analysis	analysis	NOUN
ajema-7186	242	28	.	.	PUNCT
ajema-7186	243	1	instead	instead	ADV
ajema-7186	243	2	of	of	ADP
ajema-7186	243	3	the	the	DET
ajema-7186	243	4	user	user	NOUN
ajema-7186	243	5	manually	manually	ADV
ajema-7186	243	6	searching	search	VERB
ajema-7186	243	7	for	for	ADP
ajema-7186	243	8	songs	song	NOUN
ajema-7186	243	9	or	or	CCONJ
ajema-7186	243	10	uploading	upload	VERB
ajema-7186	243	11	photos	photo	NOUN
ajema-7186	243	12	to	to	PART
ajema-7186	243	13	detect	detect	VERB
ajema-7186	243	14	emotions	emotion	NOUN
ajema-7186	243	15	,	,	PUNCT
ajema-7186	243	16	the	the	DET
ajema-7186	243	17	system	system	NOUN
ajema-7186	243	18	automatically	automatically	ADV
ajema-7186	243	19	detects	detect	VERB
ajema-7186	243	20	the	the	DET
ajema-7186	243	21	182	182	NUM
ajema-7186	243	22	journal	journal	NOUN
ajema-7186	243	23	of	of	ADP
ajema-7186	243	24	engineering	engineering	NOUN
ajema-7186	243	25	,	,	PUNCT
ajema-7186	243	26	mechanics	mechanic	NOUN
ajema-7186	243	27	and	and	CCONJ
ajema-7186	243	28	architecture	architecture	NOUN
ajema-7186	243	29	www	www	NOUN
ajema-7186	243	30	.	.	PUNCT
ajema-7186	244	1	grnjournal.us	grnjournal.us	X
ajema-7186	244	2	user	user	NOUN
ajema-7186	244	3	's	's	PART
ajema-7186	244	4	emotional	emotional	ADJ
ajema-7186	244	5	state	state	NOUN
ajema-7186	244	6	via	via	ADP
ajema-7186	244	7	a	a	DET
ajema-7186	244	8	webcam	webcam	NOUN
ajema-7186	244	9	.	.	PUNCT
ajema-7186	245	1	the	the	DET
ajema-7186	245	2	real	real	ADJ
ajema-7186	245	3	-	-	PUNCT
ajema-7186	245	4	time	time	NOUN
ajema-7186	245	5	analysis	analysis	NOUN
ajema-7186	245	6	of	of	ADP
ajema-7186	245	7	the	the	DET
ajema-7186	245	8	user	user	NOUN
ajema-7186	245	9	’s	’s	PART
ajema-7186	245	10	facial	facial	ADJ
ajema-7186	245	11	expressions	expression	NOUN
ajema-7186	245	12	allows	allow	VERB
ajema-7186	245	13	the	the	DET
ajema-7186	245	14	system	system	NOUN
ajema-7186	245	15	to	to	PART
ajema-7186	245	16	adapt	adapt	VERB
ajema-7186	245	17	dynamically	dynamically	ADV
ajema-7186	245	18	,	,	PUNCT
ajema-7186	245	19	ensuring	ensure	VERB
ajema-7186	245	20	that	that	SCONJ
ajema-7186	245	21	the	the	DET
ajema-7186	245	22	music	music	NOUN
ajema-7186	245	23	recommendations	recommendation	NOUN
ajema-7186	245	24	are	be	AUX
ajema-7186	245	25	always	always	ADV
ajema-7186	245	26	aligned	align	VERB
ajema-7186	245	27	with	with	ADP
ajema-7186	245	28	the	the	DET
ajema-7186	245	29	user	user	NOUN
ajema-7186	245	30	's	's	PART
ajema-7186	245	31	current	current	ADJ
ajema-7186	245	32	mood	mood	NOUN
ajema-7186	245	33	.	.	PUNCT
ajema-7186	246	1	once	once	SCONJ
ajema-7186	246	2	the	the	DET
ajema-7186	246	3	emotion	emotion	NOUN
ajema-7186	246	4	is	be	AUX
ajema-7186	246	5	identified	identify	VERB
ajema-7186	246	6	,	,	PUNCT
ajema-7186	246	7	the	the	DET
ajema-7186	246	8	system	system	NOUN
ajema-7186	246	9	immediately	immediately	ADV
ajema-7186	246	10	suggests	suggest	VERB
ajema-7186	246	11	music	music	NOUN
ajema-7186	246	12	that	that	PRON
ajema-7186	246	13	corresponds	correspond	VERB
ajema-7186	246	14	with	with	ADP
ajema-7186	246	15	the	the	DET
ajema-7186	246	16	user	user	NOUN
ajema-7186	246	17	's	's	PART
ajema-7186	246	18	emotional	emotional	ADJ
ajema-7186	246	19	state	state	NOUN
ajema-7186	246	20	.	.	PUNCT
ajema-7186	247	1	this	this	DET
ajema-7186	247	2	real	real	ADJ
ajema-7186	247	3	-	-	PUNCT
ajema-7186	247	4	time	time	NOUN
ajema-7186	247	5	emotion	emotion	NOUN
ajema-7186	247	6	classification	classification	NOUN
ajema-7186	247	7	eliminates	eliminate	VERB
ajema-7186	247	8	the	the	DET
ajema-7186	247	9	need	need	NOUN
ajema-7186	247	10	for	for	SCONJ
ajema-7186	247	11	users	user	NOUN
ajema-7186	247	12	to	to	PART
ajema-7186	247	13	spend	spend	VERB
ajema-7186	247	14	time	time	NOUN
ajema-7186	247	15	looking	look	VERB
ajema-7186	247	16	up	up	ADV
ajema-7186	247	17	or	or	CCONJ
ajema-7186	247	18	selecting	select	VERB
ajema-7186	247	19	songs	song	NOUN
ajema-7186	247	20	themselves	themselves	PRON
ajema-7186	247	21	.	.	PUNCT
ajema-7186	248	1	for	for	ADP
ajema-7186	248	2	example	example	NOUN
ajema-7186	248	3	,	,	PUNCT
ajema-7186	248	4	if	if	SCONJ
ajema-7186	248	5	a	a	DET
ajema-7186	248	6	user	user	NOUN
ajema-7186	248	7	is	be	AUX
ajema-7186	248	8	feeling	feel	VERB
ajema-7186	248	9	happy	happy	ADJ
ajema-7186	248	10	or	or	CCONJ
ajema-7186	248	11	excited	excited	ADJ
ajema-7186	248	12	,	,	PUNCT
ajema-7186	248	13	the	the	DET
ajema-7186	248	14	system	system	NOUN
ajema-7186	248	15	could	could	AUX
ajema-7186	248	16	recommend	recommend	VERB
ajema-7186	248	17	upbeat	upbeat	ADJ
ajema-7186	248	18	tracks	track	NOUN
ajema-7186	248	19	,	,	PUNCT
ajema-7186	248	20	while	while	SCONJ
ajema-7186	248	21	a	a	DET
ajema-7186	248	22	sad	sad	ADJ
ajema-7186	248	23	or	or	CCONJ
ajema-7186	248	24	stressed	stress	VERB
ajema-7186	248	25	user	user	NOUN
ajema-7186	248	26	might	might	AUX
ajema-7186	248	27	be	be	AUX
ajema-7186	248	28	suggested	suggest	VERB
ajema-7186	248	29	calming	calm	VERB
ajema-7186	248	30	or	or	CCONJ
ajema-7186	248	31	soothing	soothe	VERB
ajema-7186	248	32	music	music	NOUN
ajema-7186	248	33	.	.	PUNCT
ajema-7186	249	1	this	this	DET
ajema-7186	249	2	approach	approach	NOUN
ajema-7186	249	3	ensures	ensure	VERB
ajema-7186	249	4	a	a	DET
ajema-7186	249	5	personalized	personalized	ADJ
ajema-7186	249	6	and	and	CCONJ
ajema-7186	249	7	highly	highly	ADV
ajema-7186	249	8	relevant	relevant	ADJ
ajema-7186	249	9	music	music	NOUN
ajema-7186	249	10	experience	experience	NOUN
ajema-7186	249	11	,	,	PUNCT
ajema-7186	249	12	improving	improve	VERB
ajema-7186	249	13	user	user	NOUN
ajema-7186	249	14	satisfaction	satisfaction	NOUN
ajema-7186	249	15	and	and	CCONJ
ajema-7186	249	16	engagement	engagement	NOUN
ajema-7186	249	17	(	(	PUNCT
ajema-7186	249	18	figure	figure	NOUN
ajema-7186	249	19	3	3	NUM
ajema-7186	249	20	)	)	PUNCT
ajema-7186	249	21	.	.	PUNCT
ajema-7186	250	1	figure	figure	VERB
ajema-7186	250	2	3	3	NUM
ajema-7186	250	3	:	:	PUNCT
ajema-7186	250	4	accuracy	accuracy	NOUN
ajema-7186	250	5	graph	graph	NOUN
ajema-7186	250	6	figure	figure	NOUN
ajema-7186	250	7	3	3	NUM
ajema-7186	250	8	illustrates	illustrate	VERB
ajema-7186	250	9	the	the	DET
ajema-7186	250	10	accuracy	accuracy	NOUN
ajema-7186	250	11	performance	performance	NOUN
ajema-7186	250	12	of	of	ADP
ajema-7186	250	13	three	three	NUM
ajema-7186	250	14	machine	machine	NOUN
ajema-7186	250	15	learning	learn	VERB
ajema-7186	250	16	algorithms	algorithm	NOUN
ajema-7186	250	17	:	:	PUNCT
ajema-7186	250	18	decision	decision	NOUN
ajema-7186	250	19	tree	tree	NOUN
ajema-7186	250	20	,	,	PUNCT
ajema-7186	250	21	k	k	NOUN
ajema-7186	250	22	-	-	PUNCT
ajema-7186	250	23	nearest	near	ADJ
ajema-7186	250	24	neighbors	neighbor	NOUN
ajema-7186	250	25	,	,	PUNCT
ajema-7186	250	26	and	and	CCONJ
ajema-7186	250	27	support	support	VERB
ajema-7186	250	28	vector	vector	NOUN
ajema-7186	250	29	machine	machine	NOUN
ajema-7186	250	30	.	.	PUNCT
ajema-7186	251	1	each	each	DET
ajema-7186	251	2	algorithm	algorithm	NOUN
ajema-7186	251	3	is	be	AUX
ajema-7186	251	4	represented	represent	VERB
ajema-7186	251	5	by	by	ADP
ajema-7186	251	6	three	three	NUM
ajema-7186	251	7	adjacent	adjacent	ADJ
ajema-7186	251	8	bars	bar	NOUN
ajema-7186	251	9	,	,	PUNCT
ajema-7186	251	10	which	which	PRON
ajema-7186	251	11	correspond	correspond	VERB
ajema-7186	251	12	to	to	ADP
ajema-7186	251	13	precision	precision	NOUN
ajema-7186	251	14	,	,	PUNCT
ajema-7186	251	15	training	training	NOUN
ajema-7186	251	16	,	,	PUNCT
ajema-7186	251	17	and	and	CCONJ
ajema-7186	251	18	validation	validation	NOUN
ajema-7186	251	19	metrics	metric	NOUN
ajema-7186	251	20	.	.	PUNCT
ajema-7186	252	1	the	the	DET
ajema-7186	252	2	yellow	yellow	ADJ
ajema-7186	252	3	line	line	NOUN
ajema-7186	252	4	indicates	indicate	VERB
ajema-7186	252	5	the	the	DET
ajema-7186	252	6	precision	precision	NOUN
ajema-7186	252	7	score	score	NOUN
ajema-7186	252	8	,	,	PUNCT
ajema-7186	252	9	highlighting	highlight	VERB
ajema-7186	252	10	how	how	SCONJ
ajema-7186	252	11	well	well	ADV
ajema-7186	252	12	each	each	DET
ajema-7186	252	13	algorithm	algorithm	NOUN
ajema-7186	252	14	can	can	AUX
ajema-7186	252	15	classify	classify	VERB
ajema-7186	252	16	emotions	emotion	NOUN
ajema-7186	252	17	accurately	accurately	ADV
ajema-7186	252	18	.	.	PUNCT
ajema-7186	253	1	the	the	DET
ajema-7186	253	2	grey	grey	PROPN
ajema-7186	253	3	line	line	NOUN
ajema-7186	253	4	represents	represent	VERB
ajema-7186	253	5	the	the	DET
ajema-7186	253	6	training	training	NOUN
ajema-7186	253	7	accuracy	accuracy	NOUN
ajema-7186	253	8	,	,	PUNCT
ajema-7186	253	9	showing	show	VERB
ajema-7186	253	10	how	how	SCONJ
ajema-7186	253	11	well	well	ADV
ajema-7186	253	12	the	the	DET
ajema-7186	253	13	algorithm	algorithm	NOUN
ajema-7186	253	14	performs	perform	VERB
ajema-7186	253	15	on	on	ADP
ajema-7186	253	16	the	the	DET
ajema-7186	253	17	data	datum	NOUN
ajema-7186	253	18	it	it	PRON
ajema-7186	253	19	was	be	AUX
ajema-7186	253	20	trained	train	VERB
ajema-7186	253	21	on	on	ADP
ajema-7186	253	22	,	,	PUNCT
ajema-7186	253	23	while	while	SCONJ
ajema-7186	253	24	the	the	DET
ajema-7186	253	25	red	red	ADJ
ajema-7186	253	26	line	line	NOUN
ajema-7186	253	27	illustrates	illustrate	VERB
ajema-7186	253	28	the	the	DET
ajema-7186	253	29	validation	validation	NOUN
ajema-7186	253	30	accuracy	accuracy	NOUN
ajema-7186	253	31	,	,	PUNCT
ajema-7186	253	32	representing	represent	VERB
ajema-7186	253	33	the	the	DET
ajema-7186	253	34	model	model	NOUN
ajema-7186	253	35	's	's	PART
ajema-7186	253	36	performance	performance	NOUN
ajema-7186	253	37	on	on	ADP
ajema-7186	253	38	unseen	unseen	ADJ
ajema-7186	253	39	data	datum	NOUN
ajema-7186	253	40	.	.	PUNCT
ajema-7186	254	1	the	the	DET
ajema-7186	254	2	x	x	ADJ
ajema-7186	254	3	-	-	ADJ
ajema-7186	254	4	axis	axis	ADJ
ajema-7186	254	5	lists	list	NOUN
ajema-7186	254	6	the	the	DET
ajema-7186	254	7	different	different	ADJ
ajema-7186	254	8	emotions	emotion	NOUN
ajema-7186	254	9	being	be	AUX
ajema-7186	254	10	classified	classify	VERB
ajema-7186	254	11	,	,	PUNCT
ajema-7186	254	12	and	and	CCONJ
ajema-7186	254	13	the	the	DET
ajema-7186	254	14	y	y	NOUN
ajema-7186	254	15	-	-	PUNCT
ajema-7186	254	16	axis	axis	NOUN
ajema-7186	254	17	displays	display	VERB
ajema-7186	254	18	the	the	DET
ajema-7186	254	19	corresponding	corresponding	ADJ
ajema-7186	254	20	metric	metric	ADJ
ajema-7186	254	21	values	value	NOUN
ajema-7186	254	22	for	for	ADP
ajema-7186	254	23	precision	precision	NOUN
ajema-7186	254	24	,	,	PUNCT
ajema-7186	254	25	training	training	NOUN
ajema-7186	254	26	,	,	PUNCT
ajema-7186	254	27	and	and	CCONJ
ajema-7186	254	28	validation	validation	NOUN
ajema-7186	254	29	.	.	PUNCT
ajema-7186	255	1	the	the	DET
ajema-7186	255	2	graph	graph	NOUN
ajema-7186	255	3	allows	allow	VERB
ajema-7186	255	4	for	for	ADP
ajema-7186	255	5	a	a	DET
ajema-7186	255	6	clear	clear	ADJ
ajema-7186	255	7	comparison	comparison	NOUN
ajema-7186	255	8	of	of	ADP
ajema-7186	255	9	the	the	DET
ajema-7186	255	10	algorithms	algorithm	NOUN
ajema-7186	255	11	'	'	PART
ajema-7186	255	12	performances	performance	NOUN
ajema-7186	255	13	in	in	ADP
ajema-7186	255	14	recognizing	recognize	VERB
ajema-7186	255	15	emotions	emotion	NOUN
ajema-7186	255	16	based	base	VERB
ajema-7186	255	17	on	on	ADP
ajema-7186	255	18	the	the	DET
ajema-7186	255	19	given	give	VERB
ajema-7186	255	20	metrics	metric	NOUN
ajema-7186	255	21	,	,	PUNCT
ajema-7186	255	22	providing	provide	VERB
ajema-7186	255	23	valuable	valuable	ADJ
ajema-7186	255	24	insight	insight	NOUN
ajema-7186	255	25	into	into	ADP
ajema-7186	255	26	which	which	PRON
ajema-7186	255	27	algorithm	algorithm	NOUN
ajema-7186	255	28	achieves	achieve	VERB
ajema-7186	255	29	the	the	DET
ajema-7186	255	30	best	good	ADJ
ajema-7186	255	31	balance	balance	NOUN
ajema-7186	255	32	between	between	ADP
ajema-7186	255	33	accuracy	accuracy	NOUN
ajema-7186	255	34	and	and	CCONJ
ajema-7186	255	35	generalization	generalization	NOUN
ajema-7186	255	36	.	.	PUNCT
ajema-7186	256	1	conclusion	conclusion	NOUN
ajema-7186	256	2	the	the	DET
ajema-7186	256	3	music	music	NOUN
ajema-7186	256	4	recommendation	recommendation	NOUN
ajema-7186	256	5	system	system	NOUN
ajema-7186	256	6	based	base	VERB
ajema-7186	256	7	on	on	ADP
ajema-7186	256	8	facial	facial	ADJ
ajema-7186	256	9	emotion	emotion	NOUN
ajema-7186	256	10	recognition	recognition	NOUN
ajema-7186	256	11	has	have	VERB
ajema-7186	256	12	great	great	ADJ
ajema-7186	256	13	potential	potential	NOUN
ajema-7186	256	14	for	for	ADP
ajema-7186	256	15	future	future	ADJ
ajema-7186	256	16	development	development	NOUN
ajema-7186	256	17	.	.	PUNCT
ajema-7186	257	1	one	one	NUM
ajema-7186	257	2	of	of	ADP
ajema-7186	257	3	the	the	DET
ajema-7186	257	4	primary	primary	ADJ
ajema-7186	257	5	advantages	advantage	NOUN
ajema-7186	257	6	of	of	ADP
ajema-7186	257	7	this	this	DET
ajema-7186	257	8	system	system	NOUN
ajema-7186	257	9	is	be	AUX
ajema-7186	257	10	its	its	PRON
ajema-7186	257	11	high	high	ADJ
ajema-7186	257	12	accuracy	accuracy	NOUN
ajema-7186	257	13	in	in	ADP
ajema-7186	257	14	determining	determine	VERB
ajema-7186	257	15	music	music	NOUN
ajema-7186	257	16	that	that	PRON
ajema-7186	257	17	matches	match	VERB
ajema-7186	257	18	the	the	DET
ajema-7186	257	19	user	user	NOUN
ajema-7186	257	20	’s	’s	PART
ajema-7186	257	21	emotional	emotional	ADJ
ajema-7186	257	22	state	state	NOUN
ajema-7186	257	23	,	,	PUNCT
ajema-7186	257	24	eliminating	eliminate	VERB
ajema-7186	257	25	the	the	DET
ajema-7186	257	26	need	need	NOUN
ajema-7186	257	27	for	for	ADP
ajema-7186	257	28	manual	manual	ADJ
ajema-7186	257	29	song	song	NOUN
ajema-7186	257	30	searches	search	NOUN
ajema-7186	257	31	.	.	PUNCT
ajema-7186	258	1	the	the	DET
ajema-7186	258	2	system	system	NOUN
ajema-7186	258	3	's	's	PART
ajema-7186	258	4	ability	ability	NOUN
ajema-7186	258	5	to	to	PART
ajema-7186	258	6	accurately	accurately	ADV
ajema-7186	258	7	classify	classify	VERB
ajema-7186	258	8	emotions	emotion	NOUN
ajema-7186	258	9	with	with	ADP
ajema-7186	258	10	more	more	ADJ
ajema-7186	258	11	than	than	ADP
ajema-7186	258	12	80	80	NUM
ajema-7186	258	13	%	%	NOUN
ajema-7186	258	14	accuracy	accuracy	NOUN
ajema-7186	258	15	for	for	ADP
ajema-7186	258	16	the	the	DET
ajema-7186	258	17	majority	majority	NOUN
ajema-7186	258	18	of	of	ADP
ajema-7186	258	19	test	test	NOUN
ajema-7186	258	20	instances	instance	NOUN
ajema-7186	258	21	is	be	AUX
ajema-7186	258	22	a	a	DET
ajema-7186	258	23	strong	strong	ADJ
ajema-7186	258	24	foundation	foundation	NOUN
ajema-7186	258	25	for	for	ADP
ajema-7186	258	26	its	its	PRON
ajema-7186	258	27	effectiveness	effectiveness	NOUN
ajema-7186	258	28	.	.	PUNCT
ajema-7186	259	1	moving	move	VERB
ajema-7186	259	2	forward	forward	ADV
ajema-7186	259	3	,	,	PUNCT
ajema-7186	259	4	the	the	DET
ajema-7186	259	5	long	long	ADJ
ajema-7186	259	6	-	-	PUNCT
ajema-7186	259	7	term	term	NOUN
ajema-7186	259	8	scope	scope	NOUN
ajema-7186	259	9	of	of	ADP
ajema-7186	259	10	this	this	DET
ajema-7186	259	11	venture	venture	NOUN
ajema-7186	259	12	can	can	AUX
ajema-7186	259	13	lead	lead	VERB
ajema-7186	259	14	to	to	ADP
ajema-7186	259	15	significant	significant	ADJ
ajema-7186	259	16	advancements	advancement	NOUN
ajema-7186	259	17	.	.	PUNCT
ajema-7186	260	1	a	a	DET
ajema-7186	260	2	key	key	ADJ
ajema-7186	260	3	area	area	NOUN
ajema-7186	260	4	for	for	ADP
ajema-7186	260	5	future	future	ADJ
ajema-7186	260	6	growth	growth	NOUN
ajema-7186	260	7	is	be	AUX
ajema-7186	260	8	personalization	personalization	NOUN
ajema-7186	260	9	and	and	CCONJ
ajema-7186	260	10	client	client	NOUN
ajema-7186	260	11	profiling	profiling	NOUN
ajema-7186	260	12	.	.	PUNCT
ajema-7186	261	1	by	by	ADP
ajema-7186	261	2	continuously	continuously	ADV
ajema-7186	261	3	building	build	VERB
ajema-7186	261	4	user	user	NOUN
ajema-7186	261	5	profiles	profile	NOUN
ajema-7186	261	6	over	over	ADP
ajema-7186	261	7	time	time	NOUN
ajema-7186	261	8	,	,	PUNCT
ajema-7186	261	9	the	the	DET
ajema-7186	261	10	system	system	NOUN
ajema-7186	261	11	could	could	AUX
ajema-7186	261	12	gather	gather	VERB
ajema-7186	261	13	feedback	feedback	NOUN
ajema-7186	261	14	and	and	CCONJ
ajema-7186	261	15	listening	listen	VERB
ajema-7186	261	16	history	history	NOUN
ajema-7186	261	17	,	,	PUNCT
ajema-7186	261	18	enabling	enable	VERB
ajema-7186	261	19	it	it	PRON
ajema-7186	261	20	to	to	PART
ajema-7186	261	21	offer	offer	VERB
ajema-7186	261	22	more	more	ADJ
ajema-7186	261	23	tailored	tailored	ADJ
ajema-7186	261	24	recommendations	recommendation	NOUN
ajema-7186	261	25	.	.	PUNCT
ajema-7186	262	1	collaborative	collaborative	ADJ
ajema-7186	262	2	filtering	filtering	NOUN
ajema-7186	262	3	and	and	CCONJ
ajema-7186	262	4	reinforcement	reinforcement	NOUN
ajema-7186	262	5	learning	learning	NOUN
ajema-7186	262	6	techniques	technique	NOUN
ajema-7186	262	7	can	can	AUX
ajema-7186	262	8	further	far	ADV
ajema-7186	262	9	enhance	enhance	VERB
ajema-7186	262	10	personalized	personalized	ADJ
ajema-7186	262	11	suggestions	suggestion	NOUN
ajema-7186	262	12	.	.	PUNCT
ajema-7186	263	1	another	another	DET
ajema-7186	263	2	area	area	NOUN
ajema-7186	263	3	of	of	ADP
ajema-7186	263	4	improvement	improvement	NOUN
ajema-7186	263	5	is	be	AUX
ajema-7186	263	6	real	real	ADJ
ajema-7186	263	7	-	-	PUNCT
ajema-7186	263	8	time	time	NOUN
ajema-7186	263	9	emotion	emotion	NOUN
ajema-7186	263	10	recognition	recognition	NOUN
ajema-7186	263	11	.	.	PUNCT
ajema-7186	264	1	advances	advance	NOUN
ajema-7186	264	2	in	in	ADP
ajema-7186	264	3	machine	machine	NOUN
ajema-7186	264	4	learning	learning	NOUN
ajema-7186	264	5	and	and	CCONJ
ajema-7186	264	6	deep	deep	ADJ
ajema-7186	264	7	learning	learning	NOUN
ajema-7186	264	8	,	,	PUNCT
ajema-7186	264	9	particularly	particularly	ADV
ajema-7186	264	10	multimodal	multimodal	ADJ
ajema-7186	264	11	approaches	approach	NOUN
ajema-7186	264	12	that	that	PRON
ajema-7186	264	13	combine	combine	VERB
ajema-7186	264	14	both	both	CCONJ
ajema-7186	264	15	facial	facial	ADJ
ajema-7186	264	16	and	and	CCONJ
ajema-7186	264	17	auditory	auditory	ADJ
ajema-7186	264	18	features	feature	NOUN
ajema-7186	264	19	,	,	PUNCT
ajema-7186	264	20	could	could	AUX
ajema-7186	264	21	boost	boost	VERB
ajema-7186	264	22	accuracy	accuracy	NOUN
ajema-7186	264	23	and	and	CCONJ
ajema-7186	264	24	adaptability	adaptability	NOUN
ajema-7186	264	25	.	.	PUNCT
ajema-7186	265	1	additionally	additionally	ADV
ajema-7186	265	2	,	,	PUNCT
ajema-7186	265	3	the	the	DET
ajema-7186	265	4	system	system	NOUN
ajema-7186	265	5	could	could	AUX
ajema-7186	265	6	evolve	evolve	VERB
ajema-7186	265	7	to	to	PART
ajema-7186	265	8	create	create	VERB
ajema-7186	265	9	emotion	emotion	NOUN
ajema-7186	265	10	-	-	PUNCT
ajema-7186	265	11	aware	aware	ADJ
ajema-7186	265	12	playlists	playlist	NOUN
ajema-7186	265	13	that	that	PRON
ajema-7186	265	14	adapt	adapt	VERB
ajema-7186	265	15	to	to	ADP
ajema-7186	265	16	the	the	DET
ajema-7186	265	17	user	user	NOUN
ajema-7186	265	18	's	's	PART
ajema-7186	265	19	emotional	emotional	ADJ
ajema-7186	265	20	state	state	NOUN
ajema-7186	265	21	in	in	ADP
ajema-7186	265	22	real	real	ADJ
ajema-7186	265	23	-	-	PUNCT
ajema-7186	265	24	time	time	NOUN
ajema-7186	265	25	,	,	PUNCT
ajema-7186	265	26	seamlessly	seamlessly	ADV
ajema-7186	265	27	transitioning	transition	VERB
ajema-7186	265	28	between	between	ADP
ajema-7186	265	29	songs	song	NOUN
ajema-7186	265	30	to	to	PART
ajema-7186	265	31	maintain	maintain	VERB
ajema-7186	265	32	a	a	DET
ajema-7186	265	33	consistent	consistent	ADJ
ajema-7186	265	34	emotional	emotional	ADJ
ajema-7186	265	35	tone	tone	NOUN
ajema-7186	265	36	.	.	PUNCT
ajema-7186	266	1	this	this	PRON
ajema-7186	266	2	would	would	AUX
ajema-7186	266	3	further	far	ADV
ajema-7186	266	4	enhance	enhance	VERB
ajema-7186	266	5	the	the	DET
ajema-7186	266	6	user	user	NOUN
ajema-7186	266	7	's	's	PART
ajema-7186	266	8	experience	experience	NOUN
ajema-7186	266	9	by	by	ADP
ajema-7186	266	10	ensuring	ensure	VERB
ajema-7186	266	11	that	that	SCONJ
ajema-7186	266	12	the	the	DET
ajema-7186	266	13	music	music	NOUN
ajema-7186	266	14	remains	remain	VERB
ajema-7186	266	15	in	in	ADP
ajema-7186	266	16	harmony	harmony	NOUN
ajema-7186	266	17	with	with	ADP
ajema-7186	266	18	their	their	PRON
ajema-7186	266	19	shifting	shift	VERB
ajema-7186	266	20	moods	mood	NOUN
ajema-7186	266	21	.	.	PUNCT
ajema-7186	267	1	183	183	NUM
ajema-7186	267	2	journal	journal	NOUN
ajema-7186	267	3	of	of	ADP
ajema-7186	267	4	engineering	engineering	NOUN
ajema-7186	267	5	,	,	PUNCT
ajema-7186	267	6	mechanics	mechanic	NOUN
ajema-7186	267	7	and	and	CCONJ
ajema-7186	267	8	architecture	architecture	NOUN
ajema-7186	267	9	www	www	NOUN
ajema-7186	267	10	.	.	PUNCT
ajema-7186	268	1	grnjournal.us	grnjournal.us	X
ajema-7186	268	2	references	reference	NOUN
ajema-7186	268	3	1	1	NUM
ajema-7186	268	4	.	.	PUNCT
ajema-7186	268	5	o.	o.	PROPN
ajema-7186	268	6	krishnamurthy	krishnamurthy	PROPN
ajema-7186	268	7	,	,	PUNCT
ajema-7186	268	8	"	"	PUNCT
ajema-7186	268	9	genetic	genetic	ADJ
ajema-7186	268	10	algorithms	algorithm	NOUN
ajema-7186	268	11	,	,	PUNCT
ajema-7186	268	12	data	datum	NOUN
ajema-7186	268	13	analytics	analytic	NOUN
ajema-7186	268	14	and	and	CCONJ
ajema-7186	268	15	its	its	PRON
ajema-7186	268	16	applications	application	NOUN
ajema-7186	268	17	,	,	PUNCT
ajema-7186	268	18	cybersecurity	cybersecurity	NOUN
ajema-7186	268	19	:	:	PUNCT
ajema-7186	268	20	verification	verification	NOUN
ajema-7186	268	21	systems	system	NOUN
ajema-7186	268	22	,	,	PUNCT
ajema-7186	268	23	"	"	PUNCT
ajema-7186	268	24	international	international	ADJ
ajema-7186	268	25	transactions	transaction	NOUN
ajema-7186	268	26	in	in	ADP
ajema-7186	268	27	artificial	artificial	ADJ
ajema-7186	268	28	intelligence	intelligence	NOUN
ajema-7186	268	29	,	,	PUNCT
ajema-7186	268	30	vol	vol	NOUN
ajema-7186	268	31	.	.	PROPN
ajema-7186	268	32	7	7	NUM
ajema-7186	268	33	,	,	PUNCT
ajema-7186	268	34	no	no	INTJ
ajema-7186	268	35	.	.	NOUN
ajema-7186	268	36	7	7	NUM
ajema-7186	268	37	,	,	PUNCT
ajema-7186	268	38	pp	pp	ADJ
ajema-7186	268	39	.	.	PUNCT
ajema-7186	269	1	1–25	1–25	NOUN
ajema-7186	269	2	,	,	PUNCT
ajema-7186	269	3	2023	2023	NUM
ajema-7186	269	4	.	.	PUNCT
ajema-7186	270	1	2	2	NUM
ajema-7186	270	2	.	.	X
ajema-7186	270	3	s.	s.	PROPN
ajema-7186	270	4	chundru	chundru	PROPN
ajema-7186	270	5	,	,	PUNCT
ajema-7186	270	6	"	"	PUNCT
ajema-7186	270	7	harnessing	harness	VERB
ajema-7186	270	8	ai	ai	PROPN
ajema-7186	270	9	's	's	PART
ajema-7186	270	10	potential	potential	NOUN
ajema-7186	270	11	:	:	PUNCT
ajema-7186	270	12	transforming	transform	VERB
ajema-7186	270	13	metadata	metadata	ADJ
ajema-7186	270	14	management	management	NOUN
ajema-7186	270	15	with	with	ADP
ajema-7186	270	16	machine	machine	NOUN
ajema-7186	270	17	learning	learn	VERB
ajema-7186	270	18	for	for	ADP
ajema-7186	270	19	enhanced	enhanced	ADJ
ajema-7186	270	20	data	datum	NOUN
ajema-7186	270	21	access	access	NOUN
ajema-7186	270	22	and	and	CCONJ
ajema-7186	270	23	control	control	NOUN
ajema-7186	270	24	,	,	PUNCT
ajema-7186	270	25	"	"	PUNCT
ajema-7186	270	26	international	international	ADJ
ajema-7186	270	27	journal	journal	NOUN
ajema-7186	270	28	of	of	ADP
ajema-7186	270	29	advances	advance	NOUN
ajema-7186	270	30	in	in	ADP
ajema-7186	270	31	engineering	engineering	NOUN
ajema-7186	270	32	research	research	NOUN
ajema-7186	270	33	,	,	PUNCT
ajema-7186	270	34	vol	vol	NOUN
ajema-7186	270	35	.	.	PROPN
ajema-7186	270	36	27	27	NUM
ajema-7186	270	37	,	,	PUNCT
ajema-7186	270	38	no	no	INTJ
ajema-7186	270	39	.	.	NOUN
ajema-7186	270	40	2	2	NUM
ajema-7186	270	41	,	,	PUNCT
ajema-7186	270	42	pp	pp	ADJ
ajema-7186	270	43	.	.	PUNCT
ajema-7186	271	1	39	39	NUM
ajema-7186	271	2	-	-	SYM
ajema-7186	271	3	49	49	NUM
ajema-7186	271	4	,	,	PUNCT
ajema-7186	271	5	2024	2024	NUM
ajema-7186	271	6	.	.	PUNCT
ajema-7186	272	1	3	3	X
ajema-7186	272	2	.	.	X
ajema-7186	272	3	e.	e.	PROPN
ajema-7186	272	4	geo	geo	PROPN
ajema-7186	272	5	francis	francis	PROPN
ajema-7186	272	6	and	and	CCONJ
ajema-7186	272	7	s.	s.	PROPN
ajema-7186	272	8	sheeja	sheeja	PROPN
ajema-7186	272	9	,	,	PUNCT
ajema-7186	272	10	“	"	PUNCT
ajema-7186	272	11	enhanced	enhanced	ADJ
ajema-7186	272	12	intrusion	intrusion	NOUN
ajema-7186	272	13	detection	detection	NOUN
ajema-7186	272	14	in	in	ADP
ajema-7186	272	15	wireless	wireless	ADJ
ajema-7186	272	16	sensor	sensor	NOUN
ajema-7186	272	17	networks	network	NOUN
ajema-7186	272	18	using	use	VERB
ajema-7186	272	19	deep	deep	ADJ
ajema-7186	272	20	reinforcement	reinforcement	NOUN
ajema-7186	272	21	learning	learning	NOUN
ajema-7186	272	22	with	with	ADP
ajema-7186	272	23	improved	improved	ADJ
ajema-7186	272	24	feature	feature	NOUN
ajema-7186	272	25	extraction	extraction	NOUN
ajema-7186	272	26	and	and	CCONJ
ajema-7186	272	27	selection	selection	NOUN
ajema-7186	272	28	,	,	PUNCT
ajema-7186	272	29	”	"	PUNCT
ajema-7186	272	30	multimedia	multimedia	NOUN
ajema-7186	272	31	tools	tool	NOUN
ajema-7186	272	32	and	and	CCONJ
ajema-7186	272	33	applications	application	NOUN
ajema-7186	272	34	,	,	PUNCT
ajema-7186	272	35	2024	2024	NUM
ajema-7186	272	36	.	.	PUNCT
ajema-7186	273	1	4	4	NUM
ajema-7186	273	2	.	.	X
ajema-7186	273	3	e.	e.	PROPN
ajema-7186	273	4	geo	geo	PROPN
ajema-7186	273	5	francis	francis	PROPN
ajema-7186	273	6	and	and	CCONJ
ajema-7186	273	7	s.	s.	PROPN
ajema-7186	273	8	sheeja	sheeja	PROPN
ajema-7186	273	9	,	,	PUNCT
ajema-7186	273	10	“	"	PUNCT
ajema-7186	273	11	bi	bi	ADJ
ajema-7186	273	12	-	-	ADJ
ajema-7186	273	13	level	level	ADJ
ajema-7186	273	14	intrusion	intrusion	NOUN
ajema-7186	273	15	detection	detection	NOUN
ajema-7186	273	16	in	in	ADP
ajema-7186	273	17	iot	iot	NOUN
ajema-7186	273	18	networks	network	NOUN
ajema-7186	273	19	using	use	VERB
ajema-7186	273	20	ensemble	ensemble	ADJ
ajema-7186	273	21	method	method	NOUN
ajema-7186	273	22	and	and	CCONJ
ajema-7186	273	23	a	a	DET
ajema-7186	273	24	-	-	PUNCT
ajema-7186	273	25	gru	gru	NOUN
ajema-7186	273	26	-	-	NOUN
ajema-7186	273	27	rnn	rnn	NOUN
ajema-7186	273	28	classifier	classifier	NOUN
ajema-7186	273	29	,	,	PUNCT
ajema-7186	273	30	”	"	PUNCT
ajema-7186	273	31	electric	electric	ADJ
ajema-7186	273	32	power	power	NOUN
ajema-7186	273	33	components	component	NOUN
ajema-7186	273	34	and	and	CCONJ
ajema-7186	273	35	systems	system	NOUN
ajema-7186	273	36	,	,	PUNCT
ajema-7186	273	37	2024	2024	NUM
ajema-7186	273	38	.	.	PUNCT
ajema-7186	274	1	5	5	NUM
ajema-7186	274	2	.	.	PUNCT
ajema-7186	274	3	a.	a.	NOUN
ajema-7186	274	4	thirunagalingam	thirunagalingam	PROPN
ajema-7186	274	5	,	,	PUNCT
ajema-7186	274	6	s.	s.	PROPN
ajema-7186	274	7	addanki	addanki	PROPN
ajema-7186	274	8	,	,	PUNCT
ajema-7186	274	9	v.	v.	PROPN
ajema-7186	274	10	r.	r.	PROPN
ajema-7186	274	11	vemula	vemula	PROPN
ajema-7186	274	12	,	,	PUNCT
ajema-7186	274	13	and	and	CCONJ
ajema-7186	274	14	p.	p.	PROPN
ajema-7186	274	15	selvakumar	selvakumar	PROPN
ajema-7186	274	16	,	,	PUNCT
ajema-7186	274	17	“	"	PUNCT
ajema-7186	274	18	ai	ai	VERB
ajema-7186	274	19	in	in	ADP
ajema-7186	274	20	performance	performance	NOUN
ajema-7186	274	21	management	management	NOUN
ajema-7186	274	22	:	:	PUNCT
ajema-7186	274	23	data	data	NOUN
ajema-7186	274	24	-	-	PUNCT
ajema-7186	274	25	driven	drive	VERB
ajema-7186	274	26	approaches	approach	NOUN
ajema-7186	274	27	,	,	PUNCT
ajema-7186	274	28	”	"	PUNCT
ajema-7186	274	29	in	in	ADP
ajema-7186	274	30	advances	advance	NOUN
ajema-7186	274	31	in	in	ADP
ajema-7186	274	32	business	business	NOUN
ajema-7186	274	33	strategy	strategy	NOUN
ajema-7186	274	34	and	and	CCONJ
ajema-7186	274	35	competitive	competitive	ADJ
ajema-7186	274	36	advantage	advantage	NOUN
ajema-7186	274	37	,	,	PUNCT
ajema-7186	274	38	igi	igi	PROPN
ajema-7186	274	39	global	global	PROPN
ajema-7186	274	40	,	,	PUNCT
ajema-7186	274	41	usa	usa	PROPN
ajema-7186	274	42	,	,	PUNCT
ajema-7186	274	43	pp	pp	X
ajema-7186	274	44	.	.	PUNCT
ajema-7186	275	1	101–126	101–126	NUM
ajema-7186	275	2	,	,	PUNCT
ajema-7186	275	3	2024	2024	NUM
ajema-7186	275	4	.	.	PUNCT
ajema-7186	276	1	6	6	NUM
ajema-7186	276	2	.	.	PUNCT
ajema-7186	276	3	h.	h.	PROPN
ajema-7186	276	4	mistri	mistri	PROPN
ajema-7186	276	5	,	,	PUNCT
ajema-7186	276	6	a.	a.	PROPN
ajema-7186	276	7	ghosh	ghosh	PROPN
ajema-7186	276	8	,	,	PUNCT
ajema-7186	276	9	and	and	CCONJ
ajema-7186	276	10	m.	m.	NOUN
ajema-7186	276	11	dandapathak	dandapathak	NOUN
ajema-7186	276	12	,	,	PUNCT
ajema-7186	276	13	"	"	PUNCT
ajema-7186	276	14	bidirectional	bidirectional	ADJ
ajema-7186	276	15	triple	triple	ADJ
ajema-7186	276	16	-	-	PUNCT
ajema-7186	276	17	band	band	NOUN
ajema-7186	276	18	truly	truly	ADV
ajema-7186	276	19	incident	incident	NOUN
ajema-7186	276	20	angle	angle	NOUN
ajema-7186	276	21	insensitive	insensitive	ADJ
ajema-7186	276	22	polarization	polarization	NOUN
ajema-7186	276	23	converter	converter	NOUN
ajema-7186	276	24	using	use	VERB
ajema-7186	276	25	graphene	graphene	NOUN
ajema-7186	276	26	-	-	PUNCT
ajema-7186	276	27	based	base	VERB
ajema-7186	276	28	transmissive	transmissive	ADJ
ajema-7186	276	29	metasurface	metasurface	NOUN
ajema-7186	276	30	for	for	ADP
ajema-7186	276	31	terahertz	terahertz	NOUN
ajema-7186	276	32	frequency	frequency	NOUN
ajema-7186	276	33	,	,	PUNCT
ajema-7186	276	34	"	"	PUNCT
ajema-7186	276	35	frequenz	frequenz	NOUN
ajema-7186	276	36	,	,	PUNCT
ajema-7186	276	37	vol	vol	NOUN
ajema-7186	276	38	.	.	PROPN
ajema-7186	276	39	78	78	NUM
ajema-7186	276	40	,	,	PUNCT
ajema-7186	276	41	no	no	INTJ
ajema-7186	276	42	.	.	NOUN
ajema-7186	276	43	11	11	NUM
ajema-7186	276	44	-	-	SYM
ajema-7186	276	45	12	12	NUM
ajema-7186	276	46	,	,	PUNCT
ajema-7186	276	47	pp	pp	ADJ
ajema-7186	276	48	.	.	PUNCT
ajema-7186	277	1	569	569	NUM
ajema-7186	277	2	-	-	SYM
ajema-7186	277	3	579	579	NUM
ajema-7186	277	4	,	,	PUNCT
ajema-7186	277	5	2024	2024	NUM
ajema-7186	277	6	.	.	PUNCT
ajema-7186	278	1	7	7	X
ajema-7186	278	2	.	.	PUNCT
ajema-7186	278	3	a.	a.	PROPN
ajema-7186	278	4	ghosh	ghosh	PROPN
ajema-7186	278	5	,	,	PUNCT
ajema-7186	278	6	a.	a.	PROPN
ajema-7186	278	7	ghosh	ghosh	PROPN
ajema-7186	278	8	,	,	PUNCT
ajema-7186	278	9	and	and	CCONJ
ajema-7186	278	10	j.	j.	PROPN
ajema-7186	278	11	kumar	kumar	PROPN
ajema-7186	278	12	,	,	PUNCT
ajema-7186	278	13	"	"	PUNCT
ajema-7186	278	14	circularly	circularly	ADV
ajema-7186	278	15	polarized	polarize	VERB
ajema-7186	278	16	wide	wide	ADJ
ajema-7186	278	17	-	-	PUNCT
ajema-7186	278	18	band	band	NOUN
ajema-7186	278	19	quad	quad	ADJ
ajema-7186	278	20	-	-	PUNCT
ajema-7186	278	21	element	element	NOUN
ajema-7186	278	22	mimo	mimo	PROPN
ajema-7186	278	23	antenna	antenna	NOUN
ajema-7186	278	24	with	with	ADP
ajema-7186	278	25	improved	improve	VERB
ajema-7186	278	26	axial	axial	ADJ
ajema-7186	278	27	ratio	ratio	NOUN
ajema-7186	278	28	bandwidth	bandwidth	NOUN
ajema-7186	278	29	and	and	CCONJ
ajema-7186	278	30	mutual	mutual	ADJ
ajema-7186	278	31	coupling	coupling	NOUN
ajema-7186	278	32	,	,	PUNCT
ajema-7186	278	33	"	"	PUNCT
ajema-7186	278	34	ieee	ieee	NOUN
ajema-7186	278	35	antennas	antennas	PROPN
ajema-7186	278	36	wireless	wireless	ADJ
ajema-7186	278	37	propag	propag	PROPN
ajema-7186	278	38	.	.	PUNCT
ajema-7186	279	1	lett	lett	PROPN
ajema-7186	279	2	.	.	PROPN
ajema-7186	279	3	,	,	PUNCT
ajema-7186	279	4	vol	vol	NOUN
ajema-7186	279	5	.	.	PROPN
ajema-7186	279	6	23	23	NUM
ajema-7186	279	7	,	,	PUNCT
ajema-7186	279	8	no	no	INTJ
ajema-7186	279	9	.	.	NOUN
ajema-7186	279	10	12	12	NUM
ajema-7186	279	11	,	,	PUNCT
ajema-7186	279	12	pp	pp	ADJ
ajema-7186	279	13	.	.	PUNCT
ajema-7186	280	1	4718	4718	NUM
ajema-7186	280	2	-	-	SYM
ajema-7186	280	3	4722	4722	NUM
ajema-7186	280	4	,	,	PUNCT
ajema-7186	280	5	2024	2024	NUM
ajema-7186	280	6	.	.	PUNCT
ajema-7186	281	1	8	8	NUM
ajema-7186	281	2	.	.	PUNCT
ajema-7186	281	3	h.	h.	PROPN
ajema-7186	281	4	mistri	mistri	PROPN
ajema-7186	281	5	,	,	PUNCT
ajema-7186	281	6	a.	a.	PROPN
ajema-7186	281	7	ghosh	ghosh	PROPN
ajema-7186	281	8	,	,	PUNCT
ajema-7186	281	9	a.	a.	PROPN
ajema-7186	281	10	r.	r.	PROPN
ajema-7186	281	11	sardar	sardar	PROPN
ajema-7186	281	12	,	,	PUNCT
ajema-7186	281	13	and	and	CCONJ
ajema-7186	281	14	b.	b.	PROPN
ajema-7186	281	15	choudhury	choudhury	PROPN
ajema-7186	281	16	,	,	PUNCT
ajema-7186	281	17	"	"	PUNCT
ajema-7186	281	18	performance	performance	NOUN
ajema-7186	281	19	enhancement	enhancement	NOUN
ajema-7186	281	20	of	of	ADP
ajema-7186	281	21	graphene	graphene	NOUN
ajema-7186	281	22	-	-	PUNCT
ajema-7186	281	23	based	base	VERB
ajema-7186	281	24	linear	linear	NOUN
ajema-7186	281	25	to	to	ADP
ajema-7186	281	26	circular	circular	ADJ
ajema-7186	281	27	polarization	polarization	NOUN
ajema-7186	281	28	converter	converter	NOUN
ajema-7186	281	29	for	for	ADP
ajema-7186	281	30	terahertz	terahertz	NOUN
ajema-7186	281	31	frequency	frequency	NOUN
ajema-7186	281	32	using	use	VERB
ajema-7186	281	33	a	a	DET
ajema-7186	281	34	novel	novel	ADJ
ajema-7186	281	35	parameter	parameter	NOUN
ajema-7186	281	36	prediction	prediction	NOUN
ajema-7186	281	37	methodology	methodology	NOUN
ajema-7186	281	38	,	,	PUNCT
ajema-7186	281	39	"	"	PUNCT
ajema-7186	281	40	plasmonics	plasmonic	NOUN
ajema-7186	281	41	,	,	PUNCT
ajema-7186	281	42	pp	pp	ADJ
ajema-7186	281	43	.	.	PUNCT
ajema-7186	282	1	1	1	NUM
ajema-7186	282	2	-	-	SYM
ajema-7186	282	3	15	15	NUM
ajema-7186	282	4	,	,	PUNCT
ajema-7186	282	5	2024	2024	NUM
ajema-7186	282	6	.	.	PUNCT
ajema-7186	283	1	9	9	NUM
ajema-7186	283	2	.	.	X
ajema-7186	283	3	b.	b.	PROPN
ajema-7186	283	4	leena	leena	PROPN
ajema-7186	283	5	and	and	CCONJ
ajema-7186	283	6	a.	a.	PROPN
ajema-7186	283	7	n.	n.	PROPN
ajema-7186	283	8	jayanthi	jayanthi	PROPN
ajema-7186	283	9	,	,	PUNCT
ajema-7186	283	10	"	"	PUNCT
ajema-7186	283	11	brain	brain	NOUN
ajema-7186	283	12	tumor	tumor	NOUN
ajema-7186	283	13	segmentation	segmentation	NOUN
ajema-7186	283	14	and	and	CCONJ
ajema-7186	283	15	classification	classification	NOUN
ajema-7186	283	16	-	-	PUNCT
ajema-7186	283	17	a	a	DET
ajema-7186	283	18	review	review	NOUN
ajema-7186	283	19	,	,	PUNCT
ajema-7186	283	20	"	"	PUNCT
ajema-7186	283	21	annals	annal	NOUN
ajema-7186	283	22	of	of	ADP
ajema-7186	283	23	the	the	DET
ajema-7186	283	24	romanian	romanian	ADJ
ajema-7186	283	25	society	society	NOUN
ajema-7186	283	26	for	for	ADP
ajema-7186	283	27	cell	cell	NOUN
ajema-7186	283	28	biology	biology	NOUN
ajema-7186	283	29	,	,	PUNCT
ajema-7186	283	30	vol	vol	NOUN
ajema-7186	283	31	.	.	PROPN
ajema-7186	283	32	25	25	NUM
ajema-7186	283	33	,	,	PUNCT
ajema-7186	283	34	no	no	INTJ
ajema-7186	283	35	.	.	NOUN
ajema-7186	283	36	4	4	NUM
ajema-7186	283	37	,	,	PUNCT
ajema-7186	283	38	pp	pp	ADJ
ajema-7186	283	39	.	.	PUNCT
ajema-7186	284	1	11559	11559	NUM
ajema-7186	284	2	-	-	SYM
ajema-7186	284	3	11570	11570	NUM
ajema-7186	284	4	,	,	PUNCT
ajema-7186	284	5	2021	2021	NUM
ajema-7186	284	6	.	.	PUNCT
ajema-7186	285	1	10	10	NUM
ajema-7186	285	2	.	.	PUNCT
ajema-7186	286	1	n.	n.	PROPN
ajema-7186	286	2	t.	t.	PROPN
ajema-7186	286	3	j.	j.	PROPN
ajema-7186	286	4	thirumurugan	thirumurugan	PROPN
ajema-7186	286	5	,	,	PUNCT
ajema-7186	286	6	t.	t.	PROPN
ajema-7186	286	7	thirugnanam	thirugnanam	PROPN
ajema-7186	286	8	,	,	PUNCT
ajema-7186	286	9	l.	l.	PROPN
ajema-7186	286	10	bojaraj	bojaraj	PROPN
ajema-7186	286	11	,	,	PUNCT
ajema-7186	286	12	and	and	CCONJ
ajema-7186	286	13	l.	l.	PROPN
ajema-7186	286	14	r	r	PROPN
ajema-7186	286	15	,	,	PUNCT
ajema-7186	286	16	"	"	PUNCT
ajema-7186	286	17	formulation	formulation	NOUN
ajema-7186	286	18	of	of	ADP
ajema-7186	286	19	a	a	DET
ajema-7186	286	20	two	two	NUM
ajema-7186	286	21	-	-	PUNCT
ajema-7186	286	22	level	level	NOUN
ajema-7186	286	23	electronic	electronic	ADJ
ajema-7186	286	24	security	security	NOUN
ajema-7186	286	25	and	and	CCONJ
ajema-7186	286	26	protection	protection	NOUN
ajema-7186	286	27	system	system	NOUN
ajema-7186	286	28	for	for	ADP
ajema-7186	286	29	malls	mall	NOUN
ajema-7186	286	30	,	,	PUNCT
ajema-7186	286	31	"	"	PUNCT
ajema-7186	286	32	international	international	ADJ
ajema-7186	286	33	journal	journal	NOUN
ajema-7186	286	34	of	of	ADP
ajema-7186	286	35	electronic	electronic	ADJ
ajema-7186	286	36	security	security	NOUN
ajema-7186	286	37	and	and	CCONJ
ajema-7186	286	38	digital	digital	ADJ
ajema-7186	286	39	forensics	forensic	NOUN
ajema-7186	286	40	,	,	PUNCT
ajema-7186	286	41	vol	vol	NOUN
ajema-7186	286	42	.	.	PROPN
ajema-7186	287	1	16	16	NUM
ajema-7186	287	2	,	,	PUNCT
ajema-7186	287	3	no	no	INTJ
ajema-7186	287	4	.	.	NOUN
ajema-7186	287	5	1	1	NUM
ajema-7186	287	6	,	,	PUNCT
ajema-7186	287	7	pp	pp	ADJ
ajema-7186	287	8	.	.	PUNCT
ajema-7186	288	1	63	63	NUM
ajema-7186	288	2	-	-	SYM
ajema-7186	288	3	72	72	NUM
ajema-7186	288	4	,	,	PUNCT
ajema-7186	288	5	2024	2024	NUM
ajema-7186	288	6	.	.	PUNCT
ajema-7186	289	1	11	11	NUM
ajema-7186	289	2	.	.	PUNCT
ajema-7186	289	3	a.	a.	PROPN
ajema-7186	289	4	kulkarni	kulkarni	PROPN
ajema-7186	289	5	,	,	PUNCT
ajema-7186	289	6	"	"	PUNCT
ajema-7186	289	7	generative	generative	ADJ
ajema-7186	289	8	ai	ai	NOUN
ajema-7186	289	9	-	-	PUNCT
ajema-7186	289	10	driven	drive	VERB
ajema-7186	289	11	for	for	ADP
ajema-7186	289	12	sap	sap	PROPN
ajema-7186	289	13	hana	hana	PROPN
ajema-7186	289	14	analytics	analytic	NOUN
ajema-7186	289	15	,	,	PUNCT
ajema-7186	289	16	"	"	PUNCT
ajema-7186	289	17	international	international	ADJ
ajema-7186	289	18	journal	journal	NOUN
ajema-7186	289	19	on	on	ADP
ajema-7186	289	20	recent	recent	ADJ
ajema-7186	289	21	and	and	CCONJ
ajema-7186	289	22	innovation	innovation	NOUN
ajema-7186	289	23	trends	trend	NOUN
ajema-7186	289	24	in	in	ADP
ajema-7186	289	25	computing	computing	NOUN
ajema-7186	289	26	and	and	CCONJ
ajema-7186	289	27	communication	communication	NOUN
ajema-7186	289	28	,	,	PUNCT
ajema-7186	289	29	vol	vol	NOUN
ajema-7186	289	30	.	.	PROPN
ajema-7186	290	1	12	12	NUM
ajema-7186	290	2	,	,	PUNCT
ajema-7186	290	3	no	no	INTJ
ajema-7186	290	4	.	.	NOUN
ajema-7186	290	5	2	2	NUM
ajema-7186	290	6	,	,	PUNCT
ajema-7186	290	7	pp	pp	ADJ
ajema-7186	290	8	.	.	PUNCT
ajema-7186	291	1	438444	438444	NUM
ajema-7186	291	2	,	,	PUNCT
ajema-7186	291	3	2024	2024	NUM
ajema-7186	291	4	.	.	PUNCT
ajema-7186	292	1	12	12	NUM
ajema-7186	292	2	.	.	PUNCT
ajema-7186	292	3	r.	r.	PROPN
ajema-7186	292	4	s.	s.	PROPN
ajema-7186	292	5	gaayathri	gaayathri	PROPN
ajema-7186	292	6	,	,	PUNCT
ajema-7186	292	7	s.	s.	PROPN
ajema-7186	292	8	s.	s.	PROPN
ajema-7186	292	9	rajest	rajest	PROPN
ajema-7186	292	10	,	,	PUNCT
ajema-7186	292	11	v.	v.	PROPN
ajema-7186	292	12	k.	k.	PROPN
ajema-7186	292	13	nomula	nomula	PROPN
ajema-7186	292	14	,	,	PUNCT
ajema-7186	292	15	and	and	CCONJ
ajema-7186	292	16	r.	r.	PROPN
ajema-7186	292	17	regin	regin	PROPN
ajema-7186	292	18	,	,	PUNCT
ajema-7186	292	19	“	"	PUNCT
ajema-7186	292	20	bud	bud	ADJ
ajema-7186	292	21	-	-	PUNCT
ajema-7186	292	22	d	d	NOUN
ajema-7186	292	23	:	:	PUNCT
ajema-7186	292	24	enabling	enable	VERB
ajema-7186	292	25	bidirectional	bidirectional	ADJ
ajema-7186	292	26	communication	communication	NOUN
ajema-7186	292	27	with	with	ADP
ajema-7186	292	28	chatgpt	chatgpt	NOUN
ajema-7186	292	29	by	by	ADP
ajema-7186	292	30	adding	add	VERB
ajema-7186	292	31	listening	listen	VERB
ajema-7186	292	32	and	and	CCONJ
ajema-7186	292	33	speaking	speak	VERB
ajema-7186	292	34	capabilities	capability	NOUN
ajema-7186	292	35	,	,	PUNCT
ajema-7186	292	36	”	"	PUNCT
ajema-7186	292	37	fmdb	fmdb	NOUN
ajema-7186	292	38	transactions	transaction	NOUN
ajema-7186	292	39	on	on	ADP
ajema-7186	292	40	sustainable	sustainable	ADJ
ajema-7186	292	41	computer	computer	NOUN
ajema-7186	292	42	letters	letter	NOUN
ajema-7186	292	43	,	,	PUNCT
ajema-7186	292	44	vol	vol	NOUN
ajema-7186	292	45	.	.	PROPN
ajema-7186	292	46	1	1	NUM
ajema-7186	292	47	,	,	PUNCT
ajema-7186	292	48	no	no	INTJ
ajema-7186	292	49	.	.	NOUN
ajema-7186	292	50	1	1	NUM
ajema-7186	292	51	,	,	PUNCT
ajema-7186	292	52	pp	pp	PROPN
ajema-7186	292	53	.	.	PUNCT
ajema-7186	292	54	49–63	49–63	NUM
ajema-7186	292	55	,	,	PUNCT
ajema-7186	292	56	2023	2023	NUM
ajema-7186	292	57	.	.	PUNCT
ajema-7186	293	1	13	13	NUM
ajema-7186	293	2	.	.	X
ajema-7186	294	1	anand	anand	PROPN
ajema-7186	294	2	s	s	PROPN
ajema-7186	294	3	,	,	PUNCT
ajema-7186	294	4	rajan	rajan	PROPN
ajema-7186	294	5	m	m	PROPN
ajema-7186	294	6	,	,	PUNCT
ajema-7186	294	7	venkateshbabu	venkateshbabu	PROPN
ajema-7186	294	8	n	n	CCONJ
ajema-7186	294	9	,	,	PUNCT
ajema-7186	294	10	kandaswamy	kandaswamy	PROPN
ajema-7186	294	11	d	d	PROPN
ajema-7186	294	12	,	,	PUNCT
ajema-7186	294	13	shravya	shravya	PROPN
ajema-7186	294	14	y	y	PROPN
ajema-7186	294	15	,	,	PUNCT
ajema-7186	294	16	and	and	CCONJ
ajema-7186	294	17	rajeswari	rajeswari	ADJ
ajema-7186	294	18	k.	k.	NOUN
ajema-7186	294	19	,	,	PUNCT
ajema-7186	294	20	“	"	PUNCT
ajema-7186	294	21	evaluation	evaluation	NOUN
ajema-7186	294	22	of	of	ADP
ajema-7186	294	23	the	the	DET
ajema-7186	294	24	antibacterial	antibacterial	ADJ
ajema-7186	294	25	efficacy	efficacy	NOUN
ajema-7186	294	26	of	of	ADP
ajema-7186	294	27	azadirachta	azadirachta	PROPN
ajema-7186	294	28	indica	indica	PROPN
ajema-7186	294	29	,	,	PUNCT
ajema-7186	294	30	commiphora	commiphora	PROPN
ajema-7186	294	31	myrrha	myrrha	NOUN
ajema-7186	294	32	,	,	PUNCT
ajema-7186	294	33	glycyrrhiza	glycyrrhiza	VERB
ajema-7186	294	34	glabra	glabra	NOUN
ajema-7186	294	35	against	against	ADP
ajema-7186	294	36	enterococcus	enterococcus	NOUN
ajema-7186	294	37	faecalis	faecali	NOUN
ajema-7186	294	38	using	use	VERB
ajema-7186	294	39	real	real	ADJ
ajema-7186	294	40	time	time	NOUN
ajema-7186	294	41	pcr	pcr	NOUN
ajema-7186	294	42	,	,	PUNCT
ajema-7186	294	43	”	"	PUNCT
ajema-7186	294	44	open	open	ADJ
ajema-7186	294	45	dent	dent	NOUN
ajema-7186	294	46	.	.	PUNCT
ajema-7186	295	1	j.	j.	PROPN
ajema-7186	295	2	,	,	PUNCT
ajema-7186	295	3	vol	vol	NOUN
ajema-7186	295	4	.	.	PROPN
ajema-7186	295	5	10	10	NUM
ajema-7186	295	6	,	,	PUNCT
ajema-7186	295	7	pp	pp	ADJ
ajema-7186	295	8	.	.	PUNCT
ajema-7186	296	1	160–165	160–165	NUM
ajema-7186	296	2	,	,	PUNCT
ajema-7186	296	3	may	may	PROPN
ajema-7186	296	4	2016	2016	NUM
ajema-7186	296	5	.	.	PUNCT
ajema-7186	297	1	14	14	NUM
ajema-7186	297	2	.	.	PUNCT
ajema-7186	298	1	p.	p.	NOUN
ajema-7186	298	2	pulivarthy	pulivarthy	NOUN
ajema-7186	298	3	,	,	PUNCT
ajema-7186	298	4	"	"	PUNCT
ajema-7186	298	5	enhancing	enhance	VERB
ajema-7186	298	6	data	data	NOUN
ajema-7186	298	7	integration	integration	NOUN
ajema-7186	298	8	in	in	ADP
ajema-7186	298	9	oracle	oracle	NOUN
ajema-7186	298	10	databases	database	NOUN
ajema-7186	298	11	:	:	PUNCT
ajema-7186	298	12	leveraging	leverage	VERB
ajema-7186	298	13	machine	machine	NOUN
ajema-7186	298	14	learning	learn	VERB
ajema-7186	298	15	for	for	ADP
ajema-7186	298	16	automated	automate	VERB
ajema-7186	298	17	data	datum	NOUN
ajema-7186	298	18	cleansing	cleansing	NOUN
ajema-7186	298	19	,	,	PUNCT
ajema-7186	298	20	transformation	transformation	NOUN
ajema-7186	298	21	,	,	PUNCT
ajema-7186	298	22	and	and	CCONJ
ajema-7186	298	23	enrichment	enrichment	NOUN
ajema-7186	298	24	,	,	PUNCT
ajema-7186	298	25	"	"	PUNCT
ajema-7186	298	26	international	international	ADJ
ajema-7186	298	27	journal	journal	NOUN
ajema-7186	298	28	of	of	ADP
ajema-7186	298	29	holistic	holistic	ADJ
ajema-7186	298	30	management	management	NOUN
ajema-7186	298	31	perspectives	perspective	NOUN
ajema-7186	298	32	,	,	PUNCT
ajema-7186	298	33	vol	vol	NOUN
ajema-7186	298	34	.	.	PROPN
ajema-7186	298	35	4	4	NUM
ajema-7186	298	36	,	,	PUNCT
ajema-7186	298	37	no	no	INTJ
ajema-7186	298	38	.	.	NOUN
ajema-7186	298	39	4	4	NUM
ajema-7186	298	40	,	,	PUNCT
ajema-7186	298	41	pp	pp	ADJ
ajema-7186	298	42	.	.	PUNCT
ajema-7186	299	1	1–18	1–18	NUM
ajema-7186	299	2	,	,	PUNCT
ajema-7186	299	3	jun	jun	PROPN
ajema-7186	299	4	.	.	PROPN
ajema-7186	299	5	2023	2023	NUM
ajema-7186	299	6	.	.	PUNCT
ajema-7186	300	1	15	15	NUM
ajema-7186	300	2	.	.	PUNCT
ajema-7186	300	3	a.	a.	NOUN
ajema-7186	300	4	thirunagalingam	thirunagalingam	ADV
ajema-7186	300	5	,	,	PUNCT
ajema-7186	300	6	"	"	PUNCT
ajema-7186	300	7	unified	unified	ADJ
ajema-7186	300	8	multi	multi	ADJ
ajema-7186	300	9	-	-	ADJ
ajema-7186	300	10	modal	modal	ADJ
ajema-7186	300	11	data	datum	NOUN
ajema-7186	300	12	analytics	analytic	NOUN
ajema-7186	300	13	:	:	PUNCT
ajema-7186	300	14	bridging	bridge	VERB
ajema-7186	300	15	the	the	DET
ajema-7186	300	16	gap	gap	NOUN
ajema-7186	300	17	between	between	ADP
ajema-7186	300	18	structured	structured	ADJ
ajema-7186	300	19	and	and	CCONJ
ajema-7186	300	20	unstructured	unstructured	ADJ
ajema-7186	300	21	data	datum	NOUN
ajema-7186	300	22	,	,	PUNCT
ajema-7186	300	23	"	"	PUNCT
ajema-7186	300	24	international	international	ADJ
ajema-7186	300	25	journal	journal	NOUN
ajema-7186	300	26	of	of	ADP
ajema-7186	300	27	innovations	innovation	NOUN
ajema-7186	300	28	in	in	ADP
ajema-7186	300	29	scientific	scientific	ADJ
ajema-7186	300	30	engineering	engineering	NOUN
ajema-7186	300	31	,	,	PUNCT
ajema-7186	300	32	vol	vol	NOUN
ajema-7186	300	33	.	.	PROPN
ajema-7186	300	34	20	20	NUM
ajema-7186	300	35	,	,	PUNCT
ajema-7186	300	36	no	no	INTJ
ajema-7186	300	37	.	.	NOUN
ajema-7186	300	38	1	1	NUM
ajema-7186	300	39	,	,	PUNCT
ajema-7186	300	40	pp	pp	ADJ
ajema-7186	300	41	.	.	PUNCT
ajema-7186	301	1	25–35	25–35	NUM
ajema-7186	301	2	,	,	PUNCT
ajema-7186	301	3	2024	2024	NUM
ajema-7186	301	4	.	.	PUNCT
ajema-7186	302	1	184	184	NUM
ajema-7186	302	2	journal	journal	NOUN
ajema-7186	302	3	of	of	ADP
ajema-7186	302	4	engineering	engineering	NOUN
ajema-7186	302	5	,	,	PUNCT
ajema-7186	302	6	mechanics	mechanic	NOUN
ajema-7186	302	7	and	and	CCONJ
ajema-7186	302	8	architecture	architecture	NOUN
ajema-7186	302	9	www	www	NOUN
ajema-7186	302	10	.	.	PUNCT
ajema-7186	303	1	grnjournal.us	grnjournal.us	X
ajema-7186	303	2	16	16	NUM
ajema-7186	303	3	.	.	PUNCT
ajema-7186	304	1	a.	a.	NOUN
ajema-7186	304	2	thirunagalingam	thirunagalingam	ADV
ajema-7186	304	3	,	,	PUNCT
ajema-7186	304	4	"	"	PUNCT
ajema-7186	304	5	enhancing	enhance	VERB
ajema-7186	304	6	data	datum	NOUN
ajema-7186	304	7	governance	governance	NOUN
ajema-7186	304	8	through	through	ADP
ajema-7186	304	9	explainable	explainable	ADJ
ajema-7186	304	10	ai	ai	NOUN
ajema-7186	304	11	:	:	PUNCT
ajema-7186	304	12	bridging	bridge	VERB
ajema-7186	304	13	transparency	transparency	NOUN
ajema-7186	304	14	and	and	CCONJ
ajema-7186	304	15	automation	automation	NOUN
ajema-7186	304	16	,	,	PUNCT
ajema-7186	304	17	"	"	PUNCT
ajema-7186	304	18	international	international	ADJ
ajema-7186	304	19	journal	journal	NOUN
ajema-7186	304	20	of	of	ADP
ajema-7186	304	21	sustainable	sustainable	ADJ
ajema-7186	304	22	development	development	NOUN
ajema-7186	304	23	through	through	ADP
ajema-7186	304	24	ai	ai	PROPN
ajema-7186	304	25	,	,	PUNCT
ajema-7186	304	26	ml	ml	NOUN
ajema-7186	304	27	and	and	CCONJ
ajema-7186	304	28	iot	iot	ADJ
ajema-7186	304	29	,	,	PUNCT
ajema-7186	304	30	vol	vol	NOUN
ajema-7186	304	31	.	.	PROPN
ajema-7186	305	1	1	1	NUM
ajema-7186	305	2	,	,	PUNCT
ajema-7186	305	3	no	no	INTJ
ajema-7186	305	4	.	.	NOUN
ajema-7186	305	5	2	2	NUM
ajema-7186	305	6	,	,	PUNCT
ajema-7186	305	7	pp	pp	ADJ
ajema-7186	305	8	.	.	PUNCT
ajema-7186	306	1	1–12	1–12	NOUN
ajema-7186	306	2	.	.	PUNCT
ajema-7186	307	1	17	17	NUM
ajema-7186	307	2	.	.	PUNCT
ajema-7186	308	1	a.	a.	NOUN
ajema-7186	308	2	thirunagalingam	thirunagalingam	ADV
ajema-7186	308	3	,	,	PUNCT
ajema-7186	308	4	"	"	PUNCT
ajema-7186	308	5	ai	ai	ADJ
ajema-7186	308	6	-	-	PUNCT
ajema-7186	308	7	powered	power	VERB
ajema-7186	308	8	continuous	continuous	ADJ
ajema-7186	308	9	data	datum	NOUN
ajema-7186	308	10	quality	quality	NOUN
ajema-7186	308	11	improvement	improvement	NOUN
ajema-7186	308	12	:	:	PUNCT
ajema-7186	308	13	techniques	technique	NOUN
ajema-7186	308	14	,	,	PUNCT
ajema-7186	308	15	benefits	benefit	NOUN
ajema-7186	308	16	,	,	PUNCT
ajema-7186	308	17	and	and	CCONJ
ajema-7186	308	18	case	case	NOUN
ajema-7186	308	19	studies	study	NOUN
ajema-7186	308	20	,	,	PUNCT
ajema-7186	308	21	"	"	PUNCT
ajema-7186	308	22	international	international	ADJ
ajema-7186	308	23	journal	journal	NOUN
ajema-7186	308	24	of	of	ADP
ajema-7186	308	25	innovations	innovation	NOUN
ajema-7186	308	26	in	in	ADP
ajema-7186	308	27	applied	applied	ADJ
ajema-7186	308	28	sciences	sciences	PROPN
ajema-7186	308	29	&	&	CCONJ
ajema-7186	308	30	engineering	engineering	PROPN
ajema-7186	308	31	,	,	PUNCT
ajema-7186	308	32	vol	vol	NOUN
ajema-7186	308	33	.	.	PROPN
ajema-7186	308	34	10	10	NUM
ajema-7186	308	35	,	,	PUNCT
ajema-7186	308	36	no	no	INTJ
ajema-7186	308	37	.	.	NOUN
ajema-7186	308	38	1	1	NUM
ajema-7186	308	39	,	,	PUNCT
ajema-7186	308	40	p.	p.	NOUN
ajema-7186	308	41	9	9	NUM
ajema-7186	308	42	,	,	PUNCT
ajema-7186	308	43	aug	aug	PROPN
ajema-7186	308	44	.	.	PROPN
ajema-7186	308	45	2024	2024	NUM
ajema-7186	308	46	.	.	PUNCT
ajema-7186	309	1	18	18	NUM
ajema-7186	309	2	.	.	PUNCT
ajema-7186	309	3	a.	a.	NOUN
ajema-7186	309	4	thirunagalingam	thirunagalingam	ADV
ajema-7186	309	5	,	,	PUNCT
ajema-7186	309	6	"	"	PUNCT
ajema-7186	309	7	bias	bias	NOUN
ajema-7186	309	8	detection	detection	NOUN
ajema-7186	309	9	and	and	CCONJ
ajema-7186	309	10	mitigation	mitigation	NOUN
ajema-7186	309	11	in	in	ADP
ajema-7186	309	12	data	datum	NOUN
ajema-7186	309	13	pipelines	pipeline	NOUN
ajema-7186	309	14	:	:	PUNCT
ajema-7186	309	15	ensuring	ensure	VERB
ajema-7186	309	16	fairness	fairness	NOUN
ajema-7186	309	17	and	and	CCONJ
ajema-7186	309	18	accuracy	accuracy	NOUN
ajema-7186	309	19	in	in	ADP
ajema-7186	309	20	machine	machine	NOUN
ajema-7186	309	21	learning	learning	NOUN
ajema-7186	309	22	,	,	PUNCT
ajema-7186	309	23	"	"	PUNCT
ajema-7186	309	24	ave	ave	NOUN
ajema-7186	309	25	trends	trend	NOUN
ajema-7186	309	26	in	in	ADP
ajema-7186	309	27	intelligent	intelligent	ADJ
ajema-7186	309	28	computing	computing	NOUN
ajema-7186	309	29	systems	system	NOUN
ajema-7186	309	30	,	,	PUNCT
ajema-7186	309	31	vol	vol	NOUN
ajema-7186	309	32	.	.	PROPN
ajema-7186	309	33	1	1	NUM
ajema-7186	309	34	,	,	PUNCT
ajema-7186	309	35	no	no	INTJ
ajema-7186	309	36	.	.	NOUN
ajema-7186	309	37	2	2	NUM
ajema-7186	309	38	,	,	PUNCT
ajema-7186	309	39	pp	pp	ADJ
ajema-7186	309	40	.	.	PUNCT
ajema-7186	310	1	116–127	116–127	NUM
ajema-7186	310	2	,	,	PUNCT
ajema-7186	310	3	jul	jul	PROPN
ajema-7186	310	4	.	.	PROPN
ajema-7186	310	5	2024	2024	NUM
ajema-7186	310	6	.	.	PUNCT
ajema-7186	311	1	19	19	NUM
ajema-7186	311	2	.	.	PUNCT
ajema-7186	311	3	a.	a.	NOUN
ajema-7186	311	4	thirunagalingam	thirunagalingam	ADV
ajema-7186	311	5	,	,	PUNCT
ajema-7186	311	6	"	"	PUNCT
ajema-7186	311	7	combining	combine	VERB
ajema-7186	311	8	ai	ai	VERB
ajema-7186	311	9	paradigms	paradigm	NOUN
ajema-7186	311	10	for	for	ADP
ajema-7186	311	11	effective	effective	ADJ
ajema-7186	311	12	data	datum	NOUN
ajema-7186	311	13	imputation	imputation	NOUN
ajema-7186	311	14	:	:	PUNCT
ajema-7186	311	15	a	a	DET
ajema-7186	311	16	hybrid	hybrid	ADJ
ajema-7186	311	17	approach	approach	NOUN
ajema-7186	311	18	,	,	PUNCT
ajema-7186	311	19	"	"	PUNCT
ajema-7186	311	20	international	international	ADJ
ajema-7186	311	21	journal	journal	NOUN
ajema-7186	311	22	of	of	ADP
ajema-7186	311	23	transformations	transformation	NOUN
ajema-7186	311	24	in	in	ADP
ajema-7186	311	25	business	business	NOUN
ajema-7186	311	26	management	management	NOUN
ajema-7186	311	27	,	,	PUNCT
ajema-7186	311	28	vol	vol	NOUN
ajema-7186	311	29	.	.	PROPN
ajema-7186	312	1	14	14	NUM
ajema-7186	312	2	,	,	PUNCT
ajema-7186	312	3	no	no	INTJ
ajema-7186	312	4	.	.	NOUN
ajema-7186	312	5	1	1	NUM
ajema-7186	312	6	,	,	PUNCT
ajema-7186	312	7	pp	pp	ADJ
ajema-7186	312	8	.	.	PUNCT
ajema-7186	313	1	49–58	49–58	NUM
ajema-7186	313	2	,	,	PUNCT
ajema-7186	313	3	mar	mar	PROPN
ajema-7186	313	4	.	.	PROPN
ajema-7186	313	5	2024	2024	NUM
ajema-7186	313	6	.	.	PUNCT
ajema-7186	314	1	20	20	NUM
ajema-7186	314	2	.	.	PUNCT
ajema-7186	314	3	m.	m.	PROPN
ajema-7186	314	4	kommineni	kommineni	PROPN
ajema-7186	314	5	,	,	PUNCT
ajema-7186	314	6	"	"	PUNCT
ajema-7186	314	7	develop	develop	VERB
ajema-7186	314	8	new	new	ADJ
ajema-7186	314	9	techniques	technique	NOUN
ajema-7186	314	10	for	for	ADP
ajema-7186	314	11	ensuring	ensure	VERB
ajema-7186	314	12	fairness	fairness	NOUN
ajema-7186	314	13	in	in	ADP
ajema-7186	314	14	artificial	artificial	ADJ
ajema-7186	314	15	intelligence	intelligence	NOUN
ajema-7186	314	16	and	and	CCONJ
ajema-7186	314	17	ml	ml	NOUN
ajema-7186	314	18	models	model	NOUN
ajema-7186	314	19	to	to	PART
ajema-7186	314	20	promote	promote	VERB
ajema-7186	314	21	ethical	ethical	ADJ
ajema-7186	314	22	and	and	CCONJ
ajema-7186	314	23	unbiased	unbiased	ADJ
ajema-7186	314	24	decision	decision	NOUN
ajema-7186	314	25	-	-	PUNCT
ajema-7186	314	26	making	making	NOUN
ajema-7186	314	27	,	,	PUNCT
ajema-7186	314	28	"	"	PUNCT
ajema-7186	314	29	international	international	ADJ
ajema-7186	314	30	journal	journal	NOUN
ajema-7186	314	31	of	of	ADP
ajema-7186	314	32	innovations	innovation	NOUN
ajema-7186	314	33	in	in	ADP
ajema-7186	314	34	applied	applied	ADJ
ajema-7186	314	35	sciences	sciences	PROPN
ajema-7186	314	36	&	&	CCONJ
ajema-7186	314	37	engineering	engineering	PROPN
ajema-7186	314	38	,	,	PUNCT
ajema-7186	314	39	vol	vol	NOUN
ajema-7186	314	40	.	.	PROPN
ajema-7186	314	41	10	10	NUM
ajema-7186	314	42	,	,	PUNCT
ajema-7186	314	43	special	special	ADJ
ajema-7186	314	44	issue	issue	NOUN
ajema-7186	314	45	,	,	PUNCT
ajema-7186	314	46	pp	pp	ADJ
ajema-7186	314	47	.	.	PROPN
ajema-7186	315	1	13	13	NUM
ajema-7186	315	2	,	,	PUNCT
ajema-7186	315	3	aug	aug	PROPN
ajema-7186	315	4	.	.	PROPN
ajema-7186	315	5	2024	2024	NUM
ajema-7186	315	6	.	.	PUNCT
ajema-7186	316	1	21	21	NUM
ajema-7186	316	2	.	.	PUNCT
ajema-7186	316	3	m.	m.	PROPN
ajema-7186	316	4	kommineni	kommineni	PROPN
ajema-7186	316	5	,	,	PUNCT
ajema-7186	316	6	"	"	PUNCT
ajema-7186	316	7	investigate	investigate	VERB
ajema-7186	316	8	methods	method	NOUN
ajema-7186	316	9	for	for	ADP
ajema-7186	316	10	visualizing	visualize	VERB
ajema-7186	316	11	the	the	DET
ajema-7186	316	12	decision	decision	NOUN
ajema-7186	316	13	-	-	PUNCT
ajema-7186	316	14	making	make	VERB
ajema-7186	316	15	processes	process	NOUN
ajema-7186	316	16	of	of	ADP
ajema-7186	316	17	a	a	DET
ajema-7186	316	18	complex	complex	ADJ
ajema-7186	316	19	ai	ai	NOUN
ajema-7186	316	20	system	system	NOUN
ajema-7186	316	21	,	,	PUNCT
ajema-7186	316	22	making	make	VERB
ajema-7186	316	23	them	they	PRON
ajema-7186	316	24	more	more	ADV
ajema-7186	316	25	understandable	understandable	ADJ
ajema-7186	316	26	and	and	CCONJ
ajema-7186	316	27	trustworthy	trustworthy	ADJ
ajema-7186	316	28	in	in	ADP
ajema-7186	316	29	financial	financial	ADJ
ajema-7186	316	30	data	datum	NOUN
ajema-7186	316	31	analysis	analysis	NOUN
ajema-7186	316	32	,	,	PUNCT
ajema-7186	316	33	"	"	PUNCT
ajema-7186	316	34	international	international	ADJ
ajema-7186	316	35	transactions	transaction	NOUN
ajema-7186	316	36	in	in	ADP
ajema-7186	316	37	artificial	artificial	ADJ
ajema-7186	316	38	intelligence	intelligence	NOUN
ajema-7186	316	39	,	,	PUNCT
ajema-7186	316	40	vol	vol	NOUN
ajema-7186	316	41	.	.	PROPN
ajema-7186	316	42	8	8	NUM
ajema-7186	316	43	,	,	PUNCT
ajema-7186	316	44	no	no	INTJ
ajema-7186	316	45	.	.	NOUN
ajema-7186	316	46	8	8	NUM
ajema-7186	316	47	,	,	PUNCT
ajema-7186	316	48	pp	pp	ADJ
ajema-7186	316	49	.	.	PUNCT
ajema-7186	317	1	1–21	1–21	PROPN
ajema-7186	317	2	,	,	PUNCT
ajema-7186	317	3	jan	jan	PROPN
ajema-7186	317	4	.	.	PROPN
ajema-7186	317	5	2024	2024	NUM
ajema-7186	317	6	.	.	PUNCT
ajema-7186	318	1	22	22	NUM
ajema-7186	318	2	.	.	PUNCT
ajema-7186	318	3	m.	m.	PROPN
ajema-7186	318	4	kommineni	kommineni	PROPN
ajema-7186	318	5	,	,	PUNCT
ajema-7186	318	6	"	"	PUNCT
ajema-7186	318	7	study	study	VERB
ajema-7186	318	8	high	high	ADJ
ajema-7186	318	9	-	-	PUNCT
ajema-7186	318	10	performance	performance	NOUN
ajema-7186	318	11	computing	computing	NOUN
ajema-7186	318	12	techniques	technique	NOUN
ajema-7186	318	13	for	for	ADP
ajema-7186	318	14	optimizing	optimize	VERB
ajema-7186	318	15	and	and	CCONJ
ajema-7186	318	16	accelerating	accelerate	VERB
ajema-7186	318	17	ai	ai	ADJ
ajema-7186	318	18	algorithms	algorithm	NOUN
ajema-7186	318	19	using	use	VERB
ajema-7186	318	20	quantum	quantum	NOUN
ajema-7186	318	21	computing	computing	NOUN
ajema-7186	318	22	and	and	CCONJ
ajema-7186	318	23	specialized	specialized	ADJ
ajema-7186	318	24	hardware	hardware	NOUN
ajema-7186	318	25	,	,	PUNCT
ajema-7186	318	26	"	"	PUNCT
ajema-7186	318	27	international	international	ADJ
ajema-7186	318	28	journal	journal	NOUN
ajema-7186	318	29	of	of	ADP
ajema-7186	318	30	innovations	innovation	NOUN
ajema-7186	318	31	in	in	ADP
ajema-7186	318	32	applied	applied	ADJ
ajema-7186	318	33	sciences	sciences	PROPN
ajema-7186	318	34	&	&	CCONJ
ajema-7186	318	35	engineering	engineering	PROPN
ajema-7186	318	36	,	,	PUNCT
ajema-7186	318	37	vol	vol	NOUN
ajema-7186	318	38	.	.	PROPN
ajema-7186	319	1	9	9	NUM
ajema-7186	319	2	,	,	PUNCT
ajema-7186	319	3	no	no	INTJ
ajema-7186	319	4	.	.	NOUN
ajema-7186	319	5	1	1	NUM
ajema-7186	319	6	,	,	PUNCT
ajema-7186	319	7	pp	pp	ADJ
ajema-7186	319	8	.	.	PUNCT
ajema-7186	320	1	48–59	48–59	NUM
ajema-7186	320	2	,	,	PUNCT
ajema-7186	320	3	sep	sep	PROPN
ajema-7186	320	4	.	.	PROPN
ajema-7186	321	1	2023	2023	NUM
ajema-7186	321	2	.	.	X
ajema-7186	322	1	23	23	NUM
ajema-7186	322	2	.	.	PUNCT
ajema-7186	322	3	m.	m.	PROPN
ajema-7186	322	4	kommineni	kommineni	PROPN
ajema-7186	322	5	,	,	PUNCT
ajema-7186	322	6	"	"	PUNCT
ajema-7186	322	7	investigate	investigate	VERB
ajema-7186	322	8	computational	computational	ADJ
ajema-7186	322	9	intelligence	intelligence	NOUN
ajema-7186	322	10	models	model	NOUN
ajema-7186	322	11	inspired	inspire	VERB
ajema-7186	322	12	by	by	ADP
ajema-7186	322	13	natural	natural	ADJ
ajema-7186	322	14	intelligence	intelligence	NOUN
ajema-7186	322	15	,	,	PUNCT
ajema-7186	322	16	such	such	ADJ
ajema-7186	322	17	as	as	ADP
ajema-7186	322	18	evolutionary	evolutionary	ADJ
ajema-7186	322	19	algorithms	algorithm	NOUN
ajema-7186	322	20	and	and	CCONJ
ajema-7186	322	21	artificial	artificial	ADJ
ajema-7186	322	22	neural	neural	ADJ
ajema-7186	322	23	networks	network	NOUN
ajema-7186	322	24	,	,	PUNCT
ajema-7186	322	25	"	"	PUNCT
ajema-7186	322	26	transactions	transaction	NOUN
ajema-7186	322	27	on	on	ADP
ajema-7186	322	28	latest	late	ADJ
ajema-7186	322	29	trends	trend	NOUN
ajema-7186	322	30	in	in	ADP
ajema-7186	322	31	artificial	artificial	ADJ
ajema-7186	322	32	intelligence	intelligence	NOUN
ajema-7186	322	33	,	,	PUNCT
ajema-7186	322	34	vol	vol	NOUN
ajema-7186	322	35	.	.	PROPN
ajema-7186	323	1	4	4	NUM
ajema-7186	323	2	,	,	PUNCT
ajema-7186	323	3	no	no	INTJ
ajema-7186	323	4	.	.	NOUN
ajema-7186	323	5	4	4	NUM
ajema-7186	323	6	,	,	PUNCT
ajema-7186	323	7	p.	p.	NOUN
ajema-7186	323	8	30	30	NUM
ajema-7186	323	9	,	,	PUNCT
ajema-7186	323	10	jun	jun	PROPN
ajema-7186	323	11	.	.	PROPN
ajema-7186	323	12	2023	2023	NUM
ajema-7186	323	13	.	.	X
ajema-7186	324	1	24	24	NUM
ajema-7186	324	2	.	.	PUNCT
ajema-7186	324	3	m.	m.	PROPN
ajema-7186	324	4	kommineni	kommineni	PROPN
ajema-7186	324	5	,	,	PUNCT
ajema-7186	324	6	"	"	PUNCT
ajema-7186	324	7	investigating	investigate	VERB
ajema-7186	324	8	high	high	ADJ
ajema-7186	324	9	-	-	PUNCT
ajema-7186	324	10	performance	performance	NOUN
ajema-7186	324	11	computing	computing	NOUN
ajema-7186	324	12	techniques	technique	NOUN
ajema-7186	324	13	for	for	ADP
ajema-7186	324	14	optimizing	optimize	VERB
ajema-7186	324	15	and	and	CCONJ
ajema-7186	324	16	accelerating	accelerate	VERB
ajema-7186	324	17	ai	ai	ADJ
ajema-7186	324	18	algorithms	algorithm	NOUN
ajema-7186	324	19	using	use	VERB
ajema-7186	324	20	quantum	quantum	NOUN
ajema-7186	324	21	computing	computing	NOUN
ajema-7186	324	22	and	and	CCONJ
ajema-7186	324	23	specialized	specialized	ADJ
ajema-7186	324	24	hardware	hardware	NOUN
ajema-7186	324	25	,	,	PUNCT
ajema-7186	324	26	"	"	PUNCT
ajema-7186	324	27	international	international	ADJ
ajema-7186	324	28	journal	journal	NOUN
ajema-7186	324	29	of	of	ADP
ajema-7186	324	30	innovations	innovation	NOUN
ajema-7186	324	31	in	in	ADP
ajema-7186	324	32	scientific	scientific	ADJ
ajema-7186	324	33	engineering	engineering	NOUN
ajema-7186	324	34	,	,	PUNCT
ajema-7186	324	35	vol	vol	NOUN
ajema-7186	324	36	.	.	PROPN
ajema-7186	324	37	16	16	NUM
ajema-7186	324	38	,	,	PUNCT
ajema-7186	324	39	no	no	INTJ
ajema-7186	324	40	.	.	NOUN
ajema-7186	324	41	1	1	NUM
ajema-7186	324	42	,	,	PUNCT
ajema-7186	324	43	pp	pp	PROPN
ajema-7186	324	44	.	.	PUNCT
ajema-7186	325	1	66–80	66–80	NUM
ajema-7186	325	2	,	,	PUNCT
ajema-7186	325	3	nov	nov	PROPN
ajema-7186	325	4	.	.	PROPN
ajema-7186	325	5	2022	2022	NUM
ajema-7186	325	6	.	.	PUNCT
ajema-7186	326	1	25	25	NUM
ajema-7186	326	2	.	.	PUNCT
ajema-7186	326	3	m.	m.	PROPN
ajema-7186	326	4	kommineni	kommineni	PROPN
ajema-7186	326	5	,	,	PUNCT
ajema-7186	326	6	"	"	PUNCT
ajema-7186	326	7	discover	discover	VERB
ajema-7186	326	8	the	the	DET
ajema-7186	326	9	intersection	intersection	NOUN
ajema-7186	326	10	between	between	ADP
ajema-7186	326	11	ai	ai	NOUN
ajema-7186	326	12	and	and	CCONJ
ajema-7186	326	13	robotics	robotic	NOUN
ajema-7186	326	14	in	in	ADP
ajema-7186	326	15	developing	develop	VERB
ajema-7186	326	16	autonomous	autonomous	ADJ
ajema-7186	326	17	systems	system	NOUN
ajema-7186	326	18	for	for	ADP
ajema-7186	326	19	use	use	NOUN
ajema-7186	326	20	in	in	ADP
ajema-7186	326	21	the	the	DET
ajema-7186	326	22	human	human	ADJ
ajema-7186	326	23	world	world	NOUN
ajema-7186	326	24	and	and	CCONJ
ajema-7186	326	25	cloud	cloud	NOUN
ajema-7186	326	26	computing	computing	NOUN
ajema-7186	326	27	,	,	PUNCT
ajema-7186	326	28	"	"	PUNCT
ajema-7186	326	29	international	international	ADJ
ajema-7186	326	30	numeric	numeric	ADJ
ajema-7186	326	31	journal	journal	NOUN
ajema-7186	326	32	of	of	ADP
ajema-7186	326	33	machine	machine	NOUN
ajema-7186	326	34	learning	learning	NOUN
ajema-7186	326	35	and	and	CCONJ
ajema-7186	326	36	robots	robot	NOUN
ajema-7186	326	37	,	,	PUNCT
ajema-7186	326	38	vol	vol	NOUN
ajema-7186	326	39	.	.	PROPN
ajema-7186	327	1	6	6	NUM
ajema-7186	327	2	,	,	PUNCT
ajema-7186	327	3	no	no	INTJ
ajema-7186	327	4	.	.	NOUN
ajema-7186	327	5	6	6	NUM
ajema-7186	327	6	,	,	PUNCT
ajema-7186	327	7	pp	pp	ADJ
ajema-7186	327	8	.	.	PUNCT
ajema-7186	328	1	1–19	1–19	PROPN
ajema-7186	328	2	,	,	PUNCT
ajema-7186	328	3	sep	sep	PROPN
ajema-7186	328	4	.	.	PROPN
ajema-7186	328	5	2022	2022	NUM
ajema-7186	328	6	.	.	PUNCT
ajema-7186	329	1	26	26	NUM
ajema-7186	329	2	.	.	PUNCT
ajema-7186	329	3	m.	m.	PROPN
ajema-7186	329	4	kommineni	kommineni	PROPN
ajema-7186	329	5	,	,	PUNCT
ajema-7186	329	6	"	"	PUNCT
ajema-7186	329	7	explore	explore	VERB
ajema-7186	329	8	scalable	scalable	ADJ
ajema-7186	329	9	and	and	CCONJ
ajema-7186	329	10	cost	cost	NOUN
ajema-7186	329	11	-	-	PUNCT
ajema-7186	329	12	effective	effective	ADJ
ajema-7186	329	13	ai	ai	ADJ
ajema-7186	329	14	deployments	deployment	NOUN
ajema-7186	329	15	,	,	PUNCT
ajema-7186	329	16	including	include	VERB
ajema-7186	329	17	distributed	distribute	VERB
ajema-7186	329	18	training	training	NOUN
ajema-7186	329	19	,	,	PUNCT
ajema-7186	329	20	model	model	NOUN
ajema-7186	329	21	serving	serve	VERB
ajema-7186	329	22	,	,	PUNCT
ajema-7186	329	23	and	and	CCONJ
ajema-7186	329	24	real	real	ADJ
ajema-7186	329	25	-	-	PUNCT
ajema-7186	329	26	time	time	NOUN
ajema-7186	329	27	inference	inference	NOUN
ajema-7186	329	28	on	on	ADP
ajema-7186	329	29	human	human	ADJ
ajema-7186	329	30	tasks	task	NOUN
ajema-7186	329	31	,	,	PUNCT
ajema-7186	329	32	"	"	PUNCT
ajema-7186	329	33	international	international	ADJ
ajema-7186	329	34	journal	journal	NOUN
ajema-7186	329	35	of	of	ADP
ajema-7186	329	36	advances	advance	NOUN
ajema-7186	329	37	in	in	ADP
ajema-7186	329	38	engineering	engineering	NOUN
ajema-7186	329	39	research	research	NOUN
ajema-7186	329	40	,	,	PUNCT
ajema-7186	329	41	vol	vol	NOUN
ajema-7186	329	42	.	.	PROPN
ajema-7186	330	1	24	24	NUM
ajema-7186	330	2	,	,	PUNCT
ajema-7186	330	3	no	no	INTJ
ajema-7186	330	4	.	.	NOUN
ajema-7186	330	5	1	1	NUM
ajema-7186	330	6	,	,	PUNCT
ajema-7186	330	7	pp	pp	ADJ
ajema-7186	330	8	.	.	PUNCT
ajema-7186	331	1	07–27	07–27	PROPN
ajema-7186	331	2	,	,	PUNCT
ajema-7186	331	3	jul	jul	PROPN
ajema-7186	331	4	.	.	PROPN
ajema-7186	331	5	2022	2022	NUM
ajema-7186	331	6	.	.	PUNCT
ajema-7186	332	1	27	27	NUM
ajema-7186	332	2	.	.	PUNCT
ajema-7186	332	3	m.	m.	PROPN
ajema-7186	332	4	kommineni	kommineni	PROPN
ajema-7186	332	5	,	,	PUNCT
ajema-7186	332	6	"	"	PUNCT
ajema-7186	332	7	explore	explore	VERB
ajema-7186	332	8	knowledge	knowledge	NOUN
ajema-7186	332	9	representation	representation	NOUN
ajema-7186	332	10	,	,	PUNCT
ajema-7186	332	11	reasoning	reasoning	NOUN
ajema-7186	332	12	,	,	PUNCT
ajema-7186	332	13	and	and	CCONJ
ajema-7186	332	14	planning	plan	VERB
ajema-7186	332	15	techniques	technique	NOUN
ajema-7186	332	16	for	for	ADP
ajema-7186	332	17	building	build	VERB
ajema-7186	332	18	robust	robust	ADJ
ajema-7186	332	19	and	and	CCONJ
ajema-7186	332	20	efficient	efficient	ADJ
ajema-7186	332	21	intelligent	intelligent	ADJ
ajema-7186	332	22	systems	system	NOUN
ajema-7186	332	23	,	,	PUNCT
ajema-7186	332	24	"	"	PUNCT
ajema-7186	332	25	international	international	ADJ
ajema-7186	332	26	journal	journal	NOUN
ajema-7186	332	27	of	of	ADP
ajema-7186	332	28	inventions	invention	NOUN
ajema-7186	332	29	in	in	ADP
ajema-7186	332	30	engineering	engineering	NOUN
ajema-7186	332	31	&	&	CCONJ
ajema-7186	332	32	science	science	PROPN
ajema-7186	332	33	technology	technology	PROPN
ajema-7186	332	34	,	,	PUNCT
ajema-7186	332	35	vol	vol	NOUN
ajema-7186	332	36	.	.	PROPN
ajema-7186	333	1	7	7	NUM
ajema-7186	333	2	,	,	PUNCT
ajema-7186	333	3	no	no	INTJ
ajema-7186	333	4	.	.	NOUN
ajema-7186	333	5	2	2	NUM
ajema-7186	333	6	,	,	PUNCT
ajema-7186	333	7	pp	pp	ADJ
ajema-7186	333	8	.	.	PUNCT
ajema-7186	334	1	105–114	105–114	NUM
ajema-7186	334	2	,	,	PUNCT
ajema-7186	334	3	2021	2021	NUM
ajema-7186	334	4	.	.	PUNCT
ajema-7186	335	1	28	28	NUM
ajema-7186	335	2	.	.	PUNCT
ajema-7186	335	3	a.	a.	NOUN
ajema-7186	335	4	thirunagalingam	thirunagalingam	ADV
ajema-7186	335	5	,	,	PUNCT
ajema-7186	335	6	"	"	PUNCT
ajema-7186	335	7	quantum	quantum	NOUN
ajema-7186	335	8	computing	computing	NOUN
ajema-7186	335	9	for	for	ADP
ajema-7186	335	10	advanced	advanced	ADJ
ajema-7186	335	11	large	large	ADJ
ajema-7186	335	12	-	-	PUNCT
ajema-7186	335	13	scale	scale	NOUN
ajema-7186	335	14	data	datum	NOUN
ajema-7186	335	15	integration	integration	NOUN
ajema-7186	335	16	:	:	PUNCT
ajema-7186	335	17	enhancing	enhance	VERB
ajema-7186	335	18	accuracy	accuracy	NOUN
ajema-7186	335	19	and	and	CCONJ
ajema-7186	335	20	speed	speed	NOUN
ajema-7186	335	21	,	,	PUNCT
ajema-7186	335	22	"	"	PUNCT
ajema-7186	335	23	international	international	ADJ
ajema-7186	335	24	journal	journal	NOUN
ajema-7186	335	25	of	of	ADP
ajema-7186	335	26	innovations	innovation	NOUN
ajema-7186	335	27	in	in	ADP
ajema-7186	335	28	applied	applied	ADJ
ajema-7186	335	29	sciences	sciences	PROPN
ajema-7186	335	30	&	&	CCONJ
ajema-7186	335	31	engineering	engineering	PROPN
ajema-7186	335	32	,	,	PUNCT
ajema-7186	335	33	vol	vol	NOUN
ajema-7186	335	34	.	.	PROPN
ajema-7186	335	35	9	9	NUM
ajema-7186	335	36	,	,	PUNCT
ajema-7186	335	37	no	no	INTJ
ajema-7186	335	38	.	.	NOUN
ajema-7186	335	39	1	1	NUM
ajema-7186	335	40	,	,	PUNCT
ajema-7186	335	41	pp	pp	ADJ
ajema-7186	335	42	.	.	PUNCT
ajema-7186	336	1	60–71	60–71	NOUN
ajema-7186	336	2	,	,	PUNCT
ajema-7186	336	3	sep	sep	PROPN
ajema-7186	336	4	.	.	PROPN
ajema-7186	336	5	2023	2023	NUM
ajema-7186	336	6	.	.	PUNCT
ajema-7186	337	1	29	29	NUM
ajema-7186	337	2	.	.	PUNCT
ajema-7186	338	1	a.	a.	NOUN
ajema-7186	338	2	thirunagalingam	thirunagalingam	ADV
ajema-7186	338	3	,	,	PUNCT
ajema-7186	338	4	"	"	PUNCT
ajema-7186	338	5	ai	ai	VERB
ajema-7186	338	6	for	for	ADP
ajema-7186	338	7	proactive	proactive	ADJ
ajema-7186	338	8	data	datum	NOUN
ajema-7186	338	9	quality	quality	NOUN
ajema-7186	338	10	assurance	assurance	NOUN
ajema-7186	338	11	:	:	PUNCT
ajema-7186	338	12	enhancing	enhance	VERB
ajema-7186	338	13	data	data	NOUN
ajema-7186	338	14	integrity	integrity	NOUN
ajema-7186	338	15	and	and	CCONJ
ajema-7186	338	16	reliability	reliability	NOUN
ajema-7186	338	17	,	,	PUNCT
ajema-7186	338	18	"	"	PUNCT
ajema-7186	338	19	international	international	ADJ
ajema-7186	338	20	journal	journal	NOUN
ajema-7186	338	21	of	of	ADP
ajema-7186	338	22	advances	advance	NOUN
ajema-7186	338	23	in	in	ADP
ajema-7186	338	24	engineering	engineering	NOUN
ajema-7186	338	25	research	research	NOUN
ajema-7186	338	26	,	,	PUNCT
ajema-7186	338	27	vol	vol	NOUN
ajema-7186	338	28	.	.	PROPN
ajema-7186	338	29	26	26	NUM
ajema-7186	338	30	,	,	PUNCT
ajema-7186	338	31	no	no	INTJ
ajema-7186	338	32	.	.	NOUN
ajema-7186	338	33	2	2	NUM
ajema-7186	338	34	,	,	PUNCT
ajema-7186	338	35	pp	pp	ADJ
ajema-7186	338	36	.	.	PUNCT
ajema-7186	339	1	22–35	22–35	NUM
ajema-7186	339	2	,	,	PUNCT
ajema-7186	339	3	aug	aug	PROPN
ajema-7186	339	4	.	.	PROPN
ajema-7186	339	5	2023	2023	NUM
ajema-7186	339	6	.	.	PUNCT
ajema-7186	340	1	185	185	NUM
ajema-7186	340	2	journal	journal	NOUN
ajema-7186	340	3	of	of	ADP
ajema-7186	340	4	engineering	engineering	NOUN
ajema-7186	340	5	,	,	PUNCT
ajema-7186	340	6	mechanics	mechanic	NOUN
ajema-7186	340	7	and	and	CCONJ
ajema-7186	340	8	architecture	architecture	NOUN
ajema-7186	340	9	www	www	NOUN
ajema-7186	340	10	.	.	PUNCT
ajema-7186	341	1	grnjournal.us	grnjournal.us	X
ajema-7186	341	2	30	30	NUM
ajema-7186	341	3	.	.	PUNCT
ajema-7186	342	1	a.	a.	NOUN
ajema-7186	342	2	thirunagalingam	thirunagalingam	ADV
ajema-7186	342	3	,	,	PUNCT
ajema-7186	342	4	"	"	PUNCT
ajema-7186	342	5	improving	improve	VERB
ajema-7186	342	6	automated	automate	VERB
ajema-7186	342	7	data	datum	NOUN
ajema-7186	342	8	annotation	annotation	NOUN
ajema-7186	342	9	with	with	ADP
ajema-7186	342	10	self	self	NOUN
ajema-7186	342	11	-	-	PUNCT
ajema-7186	342	12	supervised	supervise	VERB
ajema-7186	342	13	learning	learning	NOUN
ajema-7186	342	14	:	:	PUNCT
ajema-7186	342	15	a	a	DET
ajema-7186	342	16	pathway	pathway	NOUN
ajema-7186	342	17	to	to	PART
ajema-7186	342	18	robust	robust	ADJ
ajema-7186	342	19	ai	ai	NOUN
ajema-7186	342	20	models	model	NOUN
ajema-7186	342	21	,	,	PUNCT
ajema-7186	342	22	"	"	PUNCT
ajema-7186	342	23	international	international	ADJ
ajema-7186	342	24	transactions	transaction	NOUN
ajema-7186	342	25	in	in	ADP
ajema-7186	342	26	artificial	artificial	ADJ
ajema-7186	342	27	intelligence	intelligence	NOUN
ajema-7186	342	28	,	,	PUNCT
ajema-7186	342	29	vol	vol	NOUN
ajema-7186	342	30	.	.	PROPN
ajema-7186	343	1	7	7	NUM
ajema-7186	343	2	,	,	PUNCT
ajema-7186	343	3	no	no	INTJ
ajema-7186	343	4	.	.	NOUN
ajema-7186	343	5	7	7	NUM
ajema-7186	343	6	,	,	PUNCT
ajema-7186	343	7	pp	pp	ADJ
ajema-7186	343	8	.	.	PUNCT
ajema-7186	344	1	1–22	1–22	PROPN
ajema-7186	344	2	,	,	PUNCT
ajema-7186	344	3	jun	jun	PROPN
ajema-7186	344	4	.	.	PROPN
ajema-7186	344	5	2023	2023	NUM
ajema-7186	344	6	.	.	PUNCT
ajema-7186	345	1	31	31	NUM
ajema-7186	345	2	.	.	PUNCT
ajema-7186	346	1	a.	a.	NOUN
ajema-7186	346	2	thirunagalingam	thirunagalingam	ADV
ajema-7186	346	3	,	,	PUNCT
ajema-7186	346	4	"	"	PUNCT
ajema-7186	346	5	federated	federated	ADJ
ajema-7186	346	6	learning	learning	NOUN
ajema-7186	346	7	for	for	ADP
ajema-7186	346	8	cross	cross	ADJ
ajema-7186	346	9	-	-	ADJ
ajema-7186	346	10	industry	industry	ADJ
ajema-7186	346	11	data	datum	NOUN
ajema-7186	346	12	collaboration	collaboration	NOUN
ajema-7186	346	13	:	:	PUNCT
ajema-7186	346	14	enhancing	enhance	VERB
ajema-7186	346	15	privacy	privacy	NOUN
ajema-7186	346	16	and	and	CCONJ
ajema-7186	346	17	innovation	innovation	NOUN
ajema-7186	346	18	,	,	PUNCT
ajema-7186	346	19	"	"	PUNCT
ajema-7186	346	20	international	international	ADJ
ajema-7186	346	21	journal	journal	NOUN
ajema-7186	346	22	of	of	ADP
ajema-7186	346	23	sustainable	sustainable	ADJ
ajema-7186	346	24	development	development	NOUN
ajema-7186	346	25	through	through	ADP
ajema-7186	346	26	ai	ai	PROPN
ajema-7186	346	27	,	,	PUNCT
ajema-7186	346	28	ml	ml	NOUN
ajema-7186	346	29	and	and	CCONJ
ajema-7186	346	30	iot	iot	ADJ
ajema-7186	346	31	,	,	PUNCT
ajema-7186	346	32	vol	vol	NOUN
ajema-7186	346	33	.	.	PROPN
ajema-7186	347	1	2	2	NUM
ajema-7186	347	2	,	,	PUNCT
ajema-7186	347	3	no	no	INTJ
ajema-7186	347	4	.	.	NOUN
ajema-7186	347	5	1	1	NUM
ajema-7186	347	6	,	,	PUNCT
ajema-7186	347	7	pp	pp	ADJ
ajema-7186	347	8	.	.	PUNCT
ajema-7186	348	1	1–13	1–13	NOUN
ajema-7186	348	2	,	,	PUNCT
ajema-7186	348	3	jan	jan	PROPN
ajema-7186	348	4	.	.	PROPN
ajema-7186	348	5	2023	2023	NUM
ajema-7186	348	6	.	.	PUNCT
ajema-7186	349	1	32	32	NUM
ajema-7186	349	2	.	.	PUNCT
ajema-7186	350	1	a.	a.	NOUN
ajema-7186	350	2	thirunagalingam	thirunagalingam	ADV
ajema-7186	350	3	,	,	PUNCT
ajema-7186	350	4	“	"	PUNCT
ajema-7186	350	5	transforming	transform	VERB
ajema-7186	350	6	real	real	ADJ
ajema-7186	350	7	-	-	PUNCT
ajema-7186	350	8	time	time	NOUN
ajema-7186	350	9	data	datum	NOUN
ajema-7186	350	10	processing	processing	NOUN
ajema-7186	350	11	:	:	PUNCT
ajema-7186	350	12	the	the	DET
ajema-7186	350	13	impact	impact	NOUN
ajema-7186	350	14	of	of	ADP
ajema-7186	350	15	automl	automl	NOUN
ajema-7186	350	16	on	on	ADP
ajema-7186	350	17	dynamic	dynamic	ADJ
ajema-7186	350	18	data	datum	NOUN
ajema-7186	350	19	pipelines	pipeline	NOUN
ajema-7186	350	20	,	,	PUNCT
ajema-7186	350	21	”	"	PUNCT
ajema-7186	350	22	fmdb	fmdb	NOUN
ajema-7186	350	23	transactions	transaction	NOUN
ajema-7186	350	24	on	on	ADP
ajema-7186	350	25	sustainable	sustainable	ADJ
ajema-7186	350	26	intelligent	intelligent	ADJ
ajema-7186	350	27	networks	network	NOUN
ajema-7186	350	28	.	.	PUNCT
ajema-7186	351	1	,	,	PUNCT
ajema-7186	351	2	vol.1	vol.1	PROPN
ajema-7186	351	3	,	,	PUNCT
ajema-7186	351	4	no.2	no.2	PROPN
ajema-7186	351	5	,	,	PUNCT
ajema-7186	351	6	pp	pp	ADJ
ajema-7186	351	7	.	.	PUNCT
ajema-7186	352	1	110–119	110–119	NUM
ajema-7186	352	2	,	,	PUNCT
ajema-7186	352	3	2024	2024	NUM
ajema-7186	352	4	.	.	PUNCT
ajema-7186	353	1	33	33	NUM
ajema-7186	353	2	.	.	PUNCT
ajema-7186	354	1	p.	p.	NOUN
ajema-7186	354	2	pulivarthy	pulivarthy	NOUN
ajema-7186	354	3	,	,	PUNCT
ajema-7186	354	4	"	"	PUNCT
ajema-7186	354	5	enhancing	enhance	VERB
ajema-7186	354	6	database	database	NOUN
ajema-7186	354	7	query	query	NOUN
ajema-7186	354	8	efficiency	efficiency	NOUN
ajema-7186	354	9	:	:	PUNCT
ajema-7186	354	10	ai	ai	VERB
ajema-7186	354	11	-	-	PUNCT
ajema-7186	354	12	driven	drive	VERB
ajema-7186	354	13	nlp	nlp	NOUN
ajema-7186	354	14	integration	integration	NOUN
ajema-7186	354	15	in	in	ADP
ajema-7186	354	16	oracle	oracle	NOUN
ajema-7186	354	17	,	,	PUNCT
ajema-7186	354	18	"	"	PUNCT
ajema-7186	354	19	transactions	transaction	NOUN
ajema-7186	354	20	on	on	ADP
ajema-7186	354	21	latest	late	ADJ
ajema-7186	354	22	trends	trend	NOUN
ajema-7186	354	23	in	in	ADP
ajema-7186	354	24	artificial	artificial	ADJ
ajema-7186	354	25	intelligence	intelligence	NOUN
ajema-7186	354	26	,	,	PUNCT
ajema-7186	354	27	vol	vol	NOUN
ajema-7186	354	28	.	.	PROPN
ajema-7186	355	1	4	4	NUM
ajema-7186	355	2	,	,	PUNCT
ajema-7186	355	3	no	no	INTJ
ajema-7186	355	4	.	.	NOUN
ajema-7186	355	5	4	4	NUM
ajema-7186	355	6	,	,	PUNCT
ajema-7186	355	7	pp	pp	ADJ
ajema-7186	355	8	.	.	PUNCT
ajema-7186	356	1	1–25	1–25	PROPN
ajema-7186	356	2	,	,	PUNCT
ajema-7186	356	3	oct	oct	PROPN
ajema-7186	356	4	.	.	PROPN
ajema-7186	356	5	2023	2023	NUM
ajema-7186	356	6	.	.	PUNCT
ajema-7186	357	1	34	34	NUM
ajema-7186	357	2	.	.	PUNCT
ajema-7186	358	1	p.	p.	NOUN
ajema-7186	358	2	pulivarthy	pulivarthy	NOUN
ajema-7186	358	3	,	,	PUNCT
ajema-7186	358	4	"	"	PUNCT
ajema-7186	358	5	gen	gen	PROPN
ajema-7186	358	6	ai	ai	PROPN
ajema-7186	358	7	impact	impact	NOUN
ajema-7186	358	8	on	on	ADP
ajema-7186	358	9	the	the	DET
ajema-7186	358	10	database	database	NOUN
ajema-7186	358	11	industry	industry	NOUN
ajema-7186	358	12	innovations	innovation	NOUN
ajema-7186	358	13	,	,	PUNCT
ajema-7186	358	14	"	"	PUNCT
ajema-7186	358	15	international	international	ADJ
ajema-7186	358	16	journal	journal	NOUN
ajema-7186	358	17	of	of	ADP
ajema-7186	358	18	advances	advance	NOUN
ajema-7186	358	19	in	in	ADP
ajema-7186	358	20	engineering	engineering	NOUN
ajema-7186	358	21	research	research	NOUN
ajema-7186	358	22	,	,	PUNCT
ajema-7186	358	23	vol	vol	NOUN
ajema-7186	358	24	.	.	PROPN
ajema-7186	359	1	28	28	NUM
ajema-7186	359	2	,	,	PUNCT
ajema-7186	359	3	no	no	INTJ
ajema-7186	359	4	.	.	NOUN
ajema-7186	359	5	3	3	NUM
ajema-7186	359	6	,	,	PUNCT
ajema-7186	359	7	pp	pp	ADJ
ajema-7186	359	8	.	.	PUNCT
ajema-7186	360	1	1–10	1–10	PROPN
ajema-7186	360	2	,	,	PUNCT
ajema-7186	360	3	sep	sep	PROPN
ajema-7186	360	4	.	.	PROPN
ajema-7186	360	5	2024	2024	NUM
ajema-7186	360	6	.	.	PUNCT
ajema-7186	361	1	35	35	NUM
ajema-7186	361	2	.	.	PUNCT
ajema-7186	362	1	p.	p.	NOUN
ajema-7186	362	2	pulivarthy	pulivarthy	NOUN
ajema-7186	362	3	,	,	PUNCT
ajema-7186	362	4	"	"	PUNCT
ajema-7186	362	5	semiconductor	semiconductor	NOUN
ajema-7186	362	6	industry	industry	NOUN
ajema-7186	362	7	innovations	innovation	NOUN
ajema-7186	362	8	:	:	PUNCT
ajema-7186	362	9	database	database	NOUN
ajema-7186	362	10	management	management	NOUN
ajema-7186	362	11	in	in	ADP
ajema-7186	362	12	the	the	DET
ajema-7186	362	13	era	era	NOUN
ajema-7186	362	14	of	of	ADP
ajema-7186	362	15	wafer	wafer	NOUN
ajema-7186	362	16	manufacturing	manufacturing	NOUN
ajema-7186	362	17	,	,	PUNCT
ajema-7186	362	18	"	"	PUNCT
ajema-7186	362	19	fmdb	fmdb	NOUN
ajema-7186	362	20	transactions	transaction	NOUN
ajema-7186	362	21	on	on	ADP
ajema-7186	362	22	sustainable	sustainable	ADJ
ajema-7186	362	23	intelligent	intelligent	ADJ
ajema-7186	362	24	networks	network	NOUN
ajema-7186	362	25	,	,	PUNCT
ajema-7186	362	26	vol	vol	NOUN
ajema-7186	362	27	.	.	PROPN
ajema-7186	363	1	1	1	NUM
ajema-7186	363	2	,	,	PUNCT
ajema-7186	363	3	no	no	INTJ
ajema-7186	363	4	.	.	NOUN
ajema-7186	363	5	1	1	NUM
ajema-7186	363	6	,	,	PUNCT
ajema-7186	363	7	pp	pp	ADJ
ajema-7186	363	8	.	.	PUNCT
ajema-7186	364	1	15–26	15–26	NUM
ajema-7186	364	2	,	,	PUNCT
ajema-7186	364	3	mar	mar	PROPN
ajema-7186	364	4	.	.	PROPN
ajema-7186	364	5	2024	2024	NUM
ajema-7186	364	6	.	.	PUNCT
ajema-7186	365	1	36	36	NUM
ajema-7186	365	2	.	.	PUNCT
ajema-7186	366	1	p.	p.	NOUN
ajema-7186	366	2	pulivarthy	pulivarthy	NOUN
ajema-7186	366	3	,	,	PUNCT
ajema-7186	366	4	"	"	PUNCT
ajema-7186	366	5	enhancing	enhance	VERB
ajema-7186	366	6	dynamic	dynamic	ADJ
ajema-7186	366	7	behaviour	behaviour	NOUN
ajema-7186	366	8	in	in	ADP
ajema-7186	366	9	vehicular	vehicular	ADJ
ajema-7186	366	10	ad	ad	X
ajema-7186	366	11	hoc	hoc	X
ajema-7186	366	12	networks	network	NOUN
ajema-7186	366	13	through	through	ADP
ajema-7186	366	14	game	game	NOUN
ajema-7186	366	15	theory	theory	NOUN
ajema-7186	366	16	and	and	CCONJ
ajema-7186	366	17	machine	machine	NOUN
ajema-7186	366	18	learning	learn	VERB
ajema-7186	366	19	for	for	ADP
ajema-7186	366	20	reliable	reliable	ADJ
ajema-7186	366	21	routing	routing	NOUN
ajema-7186	366	22	,	,	PUNCT
ajema-7186	366	23	"	"	PUNCT
ajema-7186	366	24	international	international	ADJ
ajema-7186	366	25	journal	journal	NOUN
ajema-7186	366	26	of	of	ADP
ajema-7186	366	27	machine	machine	NOUN
ajema-7186	366	28	learning	learning	NOUN
ajema-7186	366	29	and	and	CCONJ
ajema-7186	366	30	artificial	artificial	ADJ
ajema-7186	366	31	intelligence	intelligence	NOUN
ajema-7186	366	32	,	,	PUNCT
ajema-7186	366	33	vol	vol	NOUN
ajema-7186	366	34	.	.	PROPN
ajema-7186	367	1	4	4	NUM
ajema-7186	367	2	,	,	PUNCT
ajema-7186	367	3	no	no	INTJ
ajema-7186	367	4	.	.	NOUN
ajema-7186	367	5	4	4	NUM
ajema-7186	367	6	,	,	PUNCT
ajema-7186	367	7	pp	pp	ADJ
ajema-7186	367	8	.	.	PUNCT
ajema-7186	368	1	1–13	1–13	NOUN
ajema-7186	368	2	,	,	PUNCT
ajema-7186	368	3	dec	dec	PROPN
ajema-7186	368	4	.	.	PROPN
ajema-7186	368	5	2023	2023	NUM
ajema-7186	368	6	.	.	PUNCT
ajema-7186	369	1	37	37	NUM
ajema-7186	369	2	.	.	PUNCT
ajema-7186	370	1	p.	p.	NOUN
ajema-7186	370	2	pulivarthy	pulivarthy	NOUN
ajema-7186	370	3	,	,	PUNCT
ajema-7186	370	4	"	"	PUNCT
ajema-7186	370	5	performance	performance	NOUN
ajema-7186	370	6	tuning	tuning	NOUN
ajema-7186	370	7	:	:	PUNCT
ajema-7186	370	8	ai	ai	VERB
ajema-7186	370	9	analyse	analyse	PROPN
ajema-7186	370	10	historical	historical	ADJ
ajema-7186	370	11	performance	performance	NOUN
ajema-7186	370	12	data	datum	NOUN
ajema-7186	370	13	,	,	PUNCT
ajema-7186	370	14	identify	identify	VERB
ajema-7186	370	15	patterns	pattern	NOUN
ajema-7186	370	16	,	,	PUNCT
ajema-7186	370	17	and	and	CCONJ
ajema-7186	370	18	predict	predict	VERB
ajema-7186	370	19	future	future	ADJ
ajema-7186	370	20	resource	resource	NOUN
ajema-7186	370	21	needs	need	NOUN
ajema-7186	370	22	,	,	PUNCT
ajema-7186	370	23	"	"	PUNCT
ajema-7186	370	24	international	international	ADJ
ajema-7186	370	25	journal	journal	NOUN
ajema-7186	370	26	of	of	ADP
ajema-7186	370	27	innovations	innovation	NOUN
ajema-7186	370	28	in	in	ADP
ajema-7186	370	29	applied	applied	ADJ
ajema-7186	370	30	sciences	science	NOUN
ajema-7186	370	31	and	and	CCONJ
ajema-7186	370	32	engineering	engineering	NOUN
ajema-7186	370	33	,	,	PUNCT
ajema-7186	370	34	vol	vol	NOUN
ajema-7186	370	35	.	.	PROPN
ajema-7186	370	36	8	8	NUM
ajema-7186	370	37	,	,	PUNCT
ajema-7186	370	38	no	no	INTJ
ajema-7186	370	39	.	.	NOUN
ajema-7186	370	40	2	2	NUM
ajema-7186	370	41	,	,	PUNCT
ajema-7186	370	42	pp	pp	ADJ
ajema-7186	370	43	.	.	PUNCT
ajema-7186	371	1	139–155	139–155	NUM
ajema-7186	371	2	,	,	PUNCT
ajema-7186	371	3	nov	nov	PROPN
ajema-7186	371	4	.	.	PROPN
ajema-7186	371	5	2022	2022	NUM
ajema-7186	371	6	.	.	PUNCT
ajema-7186	372	1	38	38	NUM
ajema-7186	372	2	.	.	PUNCT
ajema-7186	372	3	chum	chum	NOUN
ajema-7186	372	4	j.	j.	PROPN
ajema-7186	372	5	d.	d.	PROPN
ajema-7186	372	6	,	,	PUNCT
ajema-7186	372	7	lim	lim	PROPN
ajema-7186	372	8	d.	d.	PROPN
ajema-7186	372	9	j.	j.	PROPN
ajema-7186	372	10	z.	z.	PROPN
ajema-7186	372	11	,	,	PUNCT
ajema-7186	372	12	sheriff	sheriff	PROPN
ajema-7186	372	13	s.	s.	PROPN
ajema-7186	372	14	o.	o.	PROPN
ajema-7186	372	15	,	,	PUNCT
ajema-7186	372	16	pulikkotil	pulikkotil	PROPN
ajema-7186	372	17	s.	s.	PROPN
ajema-7186	372	18	j.	j.	PROPN
ajema-7186	372	19	,	,	PUNCT
ajema-7186	372	20	suresh	suresh	PROPN
ajema-7186	372	21	a.	a.	PROPN
ajema-7186	372	22	,	,	PUNCT
ajema-7186	372	23	and	and	CCONJ
ajema-7186	372	24	davamani	davamani	PROPN
ajema-7186	372	25	f.	f.	PROPN
ajema-7186	372	26	,	,	PUNCT
ajema-7186	372	27	“	"	PUNCT
ajema-7186	372	28	in	in	ADP
ajema-7186	372	29	vitro	vitro	X
ajema-7186	372	30	evaluation	evaluation	NOUN
ajema-7186	372	31	of	of	ADP
ajema-7186	372	32	octenidine	octenidine	NOUN
ajema-7186	372	33	as	as	ADP
ajema-7186	372	34	an	an	DET
ajema-7186	372	35	antimicrobial	antimicrobial	ADJ
ajema-7186	372	36	agent	agent	NOUN
ajema-7186	372	37	against	against	ADP
ajema-7186	372	38	staphylococcus	staphylococcus	NOUN
ajema-7186	372	39	epidermidis	epidermidi	NOUN
ajema-7186	372	40	in	in	ADP
ajema-7186	372	41	disinfecting	disinfect	VERB
ajema-7186	372	42	the	the	DET
ajema-7186	372	43	root	root	NOUN
ajema-7186	372	44	canal	canal	NOUN
ajema-7186	372	45	system	system	NOUN
ajema-7186	372	46	,	,	PUNCT
ajema-7186	373	1	”	"	PUNCT
ajema-7186	373	2	restor	restor	NOUN
ajema-7186	373	3	.	.	PUNCT
ajema-7186	373	4	dent	dent	PROPN
ajema-7186	373	5	.	.	PUNCT
ajema-7186	374	1	endod	endod	PROPN
ajema-7186	374	2	.	.	PUNCT
ajema-7186	374	3	,	,	PUNCT
ajema-7186	374	4	vol	vol	NOUN
ajema-7186	374	5	.	.	PROPN
ajema-7186	374	6	44	44	NUM
ajema-7186	374	7	,	,	PUNCT
ajema-7186	374	8	no	no	INTJ
ajema-7186	374	9	.	.	NOUN
ajema-7186	374	10	1	1	NUM
ajema-7186	374	11	,	,	PUNCT
ajema-7186	374	12	pp	pp	PROPN
ajema-7186	374	13	.	.	PUNCT
ajema-7186	375	1	e8	e8	PROPN
ajema-7186	375	2	,	,	PUNCT
ajema-7186	375	3	feb	feb	PROPN
ajema-7186	375	4	.	.	PROPN
ajema-7186	375	5	2019	2019	NUM
ajema-7186	375	6	.	.	X
ajema-7186	376	1	39	39	NUM
ajema-7186	376	2	.	.	PUNCT
ajema-7186	377	1	kandaswamy	kandaswamy	PROPN
ajema-7186	377	2	d.	d.	PROPN
ajema-7186	377	3	,	,	PUNCT
ajema-7186	377	4	venkateshbabu	venkateshbabu	PROPN
ajema-7186	377	5	n.	n.	PROPN
ajema-7186	377	6	,	,	PUNCT
ajema-7186	377	7	arathi	arathi	PROPN
ajema-7186	377	8	g.	g.	PROPN
ajema-7186	377	9	,	,	PUNCT
ajema-7186	377	10	roohi	roohi	PROPN
ajema-7186	377	11	r.	r.	PROPN
ajema-7186	377	12	,	,	PUNCT
ajema-7186	377	13	and	and	CCONJ
ajema-7186	377	14	anand	anand	PROPN
ajema-7186	377	15	s.	s.	PROPN
ajema-7186	377	16	,	,	PUNCT
ajema-7186	377	17	“	"	PUNCT
ajema-7186	377	18	effects	effect	NOUN
ajema-7186	377	19	of	of	ADP
ajema-7186	377	20	various	various	ADJ
ajema-7186	377	21	final	final	ADJ
ajema-7186	377	22	irrigants	irrigant	NOUN
ajema-7186	377	23	on	on	ADP
ajema-7186	377	24	the	the	DET
ajema-7186	377	25	shear	shear	NOUN
ajema-7186	377	26	bond	bond	NOUN
ajema-7186	377	27	strength	strength	NOUN
ajema-7186	377	28	of	of	ADP
ajema-7186	377	29	resin	resin	NOUN
ajema-7186	377	30	-	-	PUNCT
ajema-7186	377	31	based	base	VERB
ajema-7186	377	32	sealer	sealer	NOUN
ajema-7186	377	33	to	to	ADP
ajema-7186	377	34	dentin	dentin	NOUN
ajema-7186	377	35	,	,	PUNCT
ajema-7186	377	36	”	"	PUNCT
ajema-7186	377	37	j.	j.	PROPN
ajema-7186	377	38	conserv	conserv	PROPN
ajema-7186	377	39	.	.	PUNCT
ajema-7186	378	1	dent	dent	PROPN
ajema-7186	378	2	.	.	PUNCT
ajema-7186	379	1	,	,	PUNCT
ajema-7186	379	2	vol	vol	NOUN
ajema-7186	379	3	.	.	PROPN
ajema-7186	380	1	14	14	NUM
ajema-7186	380	2	,	,	PUNCT
ajema-7186	380	3	no	no	INTJ
ajema-7186	380	4	.	.	NOUN
ajema-7186	380	5	1	1	NUM
ajema-7186	380	6	,	,	PUNCT
ajema-7186	380	7	pp	pp	ADJ
ajema-7186	380	8	.	.	PUNCT
ajema-7186	381	1	40–42	40–42	PROPN
ajema-7186	381	2	,	,	PUNCT
ajema-7186	381	3	jan	jan	PROPN
ajema-7186	381	4	.	.	PROPN
ajema-7186	381	5	2011	2011	NUM
ajema-7186	381	6	.	.	PUNCT
ajema-7186	382	1	40	40	NUM
ajema-7186	382	2	.	.	PUNCT
ajema-7186	383	1	nagendrababu	nagendrababu	PROPN
ajema-7186	383	2	v.	v.	PROPN
ajema-7186	383	3	,	,	PUNCT
ajema-7186	383	4	jayaraman	jayaraman	PROPN
ajema-7186	383	5	j.	j.	PROPN
ajema-7186	383	6	,	,	PUNCT
ajema-7186	383	7	suresh	suresh	PROPN
ajema-7186	383	8	a.	a.	PROPN
ajema-7186	383	9	,	,	PUNCT
ajema-7186	383	10	kalyanasundaram	kalyanasundaram	PROPN
ajema-7186	383	11	s.	s.	PROPN
ajema-7186	383	12	,	,	PUNCT
ajema-7186	383	13	and	and	CCONJ
ajema-7186	383	14	neelakantan	neelakantan	PROPN
ajema-7186	383	15	p.	p.	NOUN
ajema-7186	383	16	,	,	PUNCT
ajema-7186	383	17	“	"	PUNCT
ajema-7186	383	18	effectiveness	effectiveness	NOUN
ajema-7186	383	19	of	of	ADP
ajema-7186	383	20	ultrasonically	ultrasonically	ADJ
ajema-7186	383	21	activated	activate	VERB
ajema-7186	383	22	irrigation	irrigation	NOUN
ajema-7186	383	23	on	on	ADP
ajema-7186	383	24	root	root	NOUN
ajema-7186	383	25	canal	canal	NOUN
ajema-7186	383	26	disinfection	disinfection	NOUN
ajema-7186	383	27	:	:	PUNCT
ajema-7186	383	28	a	a	DET
ajema-7186	383	29	systematic	systematic	ADJ
ajema-7186	383	30	review	review	NOUN
ajema-7186	383	31	of	of	ADP
ajema-7186	383	32	in	in	ADP
ajema-7186	383	33	vitro	vitro	X
ajema-7186	383	34	studies	study	NOUN
ajema-7186	383	35	,	,	PUNCT
ajema-7186	383	36	”	"	PUNCT
ajema-7186	383	37	clin	clin	PROPN
ajema-7186	383	38	.	.	PUNCT
ajema-7186	384	1	oral	oral	PROPN
ajema-7186	384	2	investig	investig	PROPN
ajema-7186	384	3	.	.	PROPN
ajema-7186	384	4	,	,	PUNCT
ajema-7186	384	5	vol	vol	NOUN
ajema-7186	384	6	.	.	PROPN
ajema-7186	385	1	22	22	NUM
ajema-7186	385	2	,	,	PUNCT
ajema-7186	385	3	no	no	INTJ
ajema-7186	385	4	.	.	NOUN
ajema-7186	385	5	2	2	NUM
ajema-7186	385	6	,	,	PUNCT
ajema-7186	385	7	pp	pp	ADJ
ajema-7186	385	8	.	.	PUNCT
ajema-7186	386	1	655–670	655–670	NUM
ajema-7186	386	2	,	,	PUNCT
ajema-7186	386	3	mar	mar	PROPN
ajema-7186	386	4	.	.	PROPN
ajema-7186	386	5	2018	2018	NUM
ajema-7186	386	6	.	.	PUNCT
ajema-7186	387	1	41	41	NUM
ajema-7186	387	2	.	.	PUNCT
ajema-7186	388	1	nagendrababu	nagendrababu	PROPN
ajema-7186	389	1	v.	v.	PROPN
ajema-7186	389	2	,	,	PUNCT
ajema-7186	389	3	pulikkotil	pulikkotil	PROPN
ajema-7186	389	4	s.	s.	PROPN
ajema-7186	389	5	j.	j.	PROPN
ajema-7186	389	6	,	,	PUNCT
ajema-7186	389	7	suresh	suresh	PROPN
ajema-7186	389	8	a.	a.	PROPN
ajema-7186	389	9	,	,	PUNCT
ajema-7186	389	10	veettil	veettil	PROPN
ajema-7186	389	11	s.	s.	PROPN
ajema-7186	389	12	k.	k.	PROPN
ajema-7186	389	13	,	,	PUNCT
ajema-7186	389	14	bhatia	bhatia	PROPN
ajema-7186	389	15	s.	s.	PROPN
ajema-7186	389	16	,	,	PUNCT
ajema-7186	389	17	and	and	CCONJ
ajema-7186	389	18	setzer	setzer	PROPN
ajema-7186	389	19	f.	f.	PROPN
ajema-7186	389	20	c.	c.	PROPN
ajema-7186	389	21	,	,	PUNCT
ajema-7186	389	22	“	"	PUNCT
ajema-7186	389	23	efficacy	efficacy	NOUN
ajema-7186	389	24	of	of	ADP
ajema-7186	389	25	local	local	ADJ
ajema-7186	389	26	anaesthetic	anaesthetic	ADJ
ajema-7186	389	27	solutions	solution	NOUN
ajema-7186	389	28	on	on	ADP
ajema-7186	389	29	the	the	DET
ajema-7186	389	30	success	success	NOUN
ajema-7186	389	31	of	of	ADP
ajema-7186	389	32	inferior	inferior	ADJ
ajema-7186	389	33	alveolar	alveolar	ADJ
ajema-7186	389	34	nerve	nerve	NOUN
ajema-7186	389	35	block	block	NOUN
ajema-7186	389	36	in	in	ADP
ajema-7186	389	37	patients	patient	NOUN
ajema-7186	389	38	with	with	ADP
ajema-7186	389	39	irreversible	irreversible	ADJ
ajema-7186	389	40	pulpitis	pulpitis	NOUN
ajema-7186	389	41	:	:	PUNCT
ajema-7186	389	42	a	a	DET
ajema-7186	389	43	systematic	systematic	ADJ
ajema-7186	389	44	review	review	NOUN
ajema-7186	389	45	and	and	CCONJ
ajema-7186	389	46	network	network	NOUN
ajema-7186	389	47	meta	meta	ADJ
ajema-7186	389	48	-	-	PUNCT
ajema-7186	389	49	analysis	analysis	NOUN
ajema-7186	389	50	of	of	ADP
ajema-7186	389	51	randomized	randomized	ADJ
ajema-7186	389	52	clinical	clinical	ADJ
ajema-7186	389	53	trials	trial	NOUN
ajema-7186	389	54	,	,	PUNCT
ajema-7186	389	55	”	"	PUNCT
ajema-7186	389	56	int	int	NOUN
ajema-7186	389	57	.	.	PUNCT
ajema-7186	390	1	endod	endod	PROPN
ajema-7186	390	2	.	.	PUNCT
ajema-7186	391	1	j.	j.	PROPN
ajema-7186	391	2	,	,	PUNCT
ajema-7186	391	3	vol	vol	NOUN
ajema-7186	391	4	.	.	PROPN
ajema-7186	391	5	52	52	NUM
ajema-7186	391	6	,	,	PUNCT
ajema-7186	391	7	no	no	INTJ
ajema-7186	391	8	.	.	NOUN
ajema-7186	391	9	6	6	NUM
ajema-7186	391	10	,	,	PUNCT
ajema-7186	391	11	pp	pp	ADJ
ajema-7186	391	12	.	.	PUNCT
ajema-7186	392	1	779–789	779–789	NUM
ajema-7186	392	2	,	,	PUNCT
ajema-7186	392	3	jun	jun	PROPN
ajema-7186	392	4	.	.	PROPN
ajema-7186	392	5	2019	2019	NUM
ajema-7186	392	6	.	.	PUNCT
ajema-7186	393	1	42	42	NUM
ajema-7186	393	2	.	.	PUNCT
ajema-7186	393	3	r.	r.	PROPN
ajema-7186	393	4	c.	c.	PROPN
ajema-7186	393	5	komperla	komperla	PROPN
ajema-7186	393	6	,	,	PUNCT
ajema-7186	393	7	k.	k.	PROPN
ajema-7186	393	8	s.	s.	PROPN
ajema-7186	393	9	pokkuluri	pokkuluri	PROPN
ajema-7186	393	10	,	,	PUNCT
ajema-7186	393	11	v.	v.	PROPN
ajema-7186	393	12	k.	k.	PROPN
ajema-7186	393	13	nomula	nomula	PROPN
ajema-7186	393	14	,	,	PUNCT
ajema-7186	393	15	g.	g.	PROPN
ajema-7186	393	16	u.	u.	PROPN
ajema-7186	393	17	gowri	gowri	PROPN
ajema-7186	393	18	,	,	PUNCT
ajema-7186	393	19	s.	s.	PROPN
ajema-7186	393	20	s.	s.	PROPN
ajema-7186	393	21	rajest	rajest	PROPN
ajema-7186	393	22	,	,	PUNCT
ajema-7186	393	23	and	and	CCONJ
ajema-7186	393	24	j.	j.	PROPN
ajema-7186	393	25	rahila	rahila	PROPN
ajema-7186	393	26	,	,	PUNCT
ajema-7186	393	27	“	"	PUNCT
ajema-7186	393	28	revolutionizing	revolutionize	VERB
ajema-7186	393	29	biometrics	biometric	NOUN
ajema-7186	393	30	with	with	ADP
ajema-7186	393	31	ai	ai	ADV
ajema-7186	393	32	-	-	PUNCT
ajema-7186	393	33	enhanced	enhance	VERB
ajema-7186	393	34	x	x	NOUN
ajema-7186	393	35	-	-	NOUN
ajema-7186	393	36	ray	ray	NOUN
ajema-7186	393	37	and	and	CCONJ
ajema-7186	393	38	mri	mri	NOUN
ajema-7186	393	39	analysis	analysis	NOUN
ajema-7186	393	40	,	,	PUNCT
ajema-7186	393	41	”	"	PUNCT
ajema-7186	393	42	in	in	ADP
ajema-7186	393	43	advancements	advancement	NOUN
ajema-7186	393	44	in	in	ADP
ajema-7186	393	45	clinical	clinical	ADJ
ajema-7186	393	46	medicine	medicine	NOUN
ajema-7186	393	47	,	,	PUNCT
ajema-7186	393	48	p.	p.	PROPN
ajema-7186	393	49	paramasivan	paramasivan	PROPN
ajema-7186	393	50	,	,	PUNCT
ajema-7186	393	51	s.	s.	PROPN
ajema-7186	393	52	rajest	rajest	PROPN
ajema-7186	393	53	,	,	PUNCT
ajema-7186	393	54	k.	k.	PROPN
ajema-7186	393	55	chinnusamy	chinnusamy	PROPN
ajema-7186	393	56	,	,	PUNCT
ajema-7186	393	57	r.	r.	PROPN
ajema-7186	393	58	regin	regin	PROPN
ajema-7186	393	59	,	,	PUNCT
ajema-7186	393	60	and	and	CCONJ
ajema-7186	393	61	f.	f.	PROPN
ajema-7186	393	62	j.	j.	PROPN
ajema-7186	393	63	joseph	joseph	PROPN
ajema-7186	393	64	,	,	PUNCT
ajema-7186	393	65	eds	eds	PROPN
ajema-7186	393	66	.	.	PUNCT
ajema-7186	393	67	usa	usa	PROPN
ajema-7186	393	68	:	:	PUNCT
ajema-7186	393	69	igi	igi	PROPN
ajema-7186	393	70	global	global	PROPN
ajema-7186	393	71	,	,	PUNCT
ajema-7186	393	72	2024	2024	NUM
ajema-7186	393	73	,	,	PUNCT
ajema-7186	393	74	pp	pp	PROPN
ajema-7186	393	75	.	.	PUNCT
ajema-7186	394	1	1–16	1–16	PROPN
ajema-7186	394	2	.	.	PUNCT
ajema-7186	395	1	43	43	NUM
ajema-7186	395	2	.	.	PUNCT
ajema-7186	395	3	a.	a.	PROPN
ajema-7186	395	4	s.	s.	PROPN
ajema-7186	395	5	mohammed	mohammed	PROPN
ajema-7186	395	6	,	,	PUNCT
ajema-7186	395	7	a.	a.	PROPN
ajema-7186	395	8	r.	r.	PROPN
ajema-7186	395	9	neravetla	neravetla	PROPN
ajema-7186	395	10	,	,	PUNCT
ajema-7186	395	11	v.	v.	PROPN
ajema-7186	395	12	k.	k.	PROPN
ajema-7186	395	13	nomula	nomula	PROPN
ajema-7186	395	14	,	,	PUNCT
ajema-7186	395	15	k.	k.	PROPN
ajema-7186	395	16	gupta	gupta	PROPN
ajema-7186	395	17	,	,	PUNCT
ajema-7186	395	18	and	and	CCONJ
ajema-7186	395	19	s.	s.	PROPN
ajema-7186	395	20	dhanasekaran	dhanasekaran	PROPN
ajema-7186	395	21	,	,	PUNCT
ajema-7186	395	22	“	"	PUNCT
ajema-7186	395	23	understanding	understand	VERB
ajema-7186	395	24	the	the	DET
ajema-7186	395	25	impact	impact	NOUN
ajema-7186	395	26	of	of	ADP
ajema-7186	395	27	ai	ai	NOUN
ajema-7186	395	28	-	-	PUNCT
ajema-7186	395	29	driven	drive	VERB
ajema-7186	395	30	clinical	clinical	ADJ
ajema-7186	395	31	decision	decision	NOUN
ajema-7186	395	32	support	support	NOUN
ajema-7186	395	33	systems	system	NOUN
ajema-7186	395	34	,	,	PUNCT
ajema-7186	395	35	”	"	PUNCT
ajema-7186	395	36	in	in	ADP
ajema-7186	395	37	2024	2024	NUM
ajema-7186	395	38	15th	15th	ADJ
ajema-7186	395	39	international	international	ADJ
ajema-7186	395	40	conference	conference	NOUN
ajema-7186	395	41	on	on	ADP
ajema-7186	395	42	computing	compute	VERB
ajema-7186	395	43	communication	communication	NOUN
ajema-7186	395	44	and	and	CCONJ
ajema-7186	395	45	networking	networking	NOUN
ajema-7186	395	46	technologies	technology	NOUN
ajema-7186	395	47	(	(	PUNCT
ajema-7186	395	48	icccnt	icccnt	ADJ
ajema-7186	395	49	)	)	PUNCT
ajema-7186	395	50	,	,	PUNCT
ajema-7186	395	51	mandi	mandi	PROPN
ajema-7186	395	52	,	,	PUNCT
ajema-7186	395	53	himachal	himachal	PROPN
ajema-7186	395	54	pradesh	pradesh	PROPN
ajema-7186	395	55	,	,	PUNCT
ajema-7186	395	56	india	india	PROPN
ajema-7186	395	57	,	,	PUNCT
ajema-7186	395	58	2024	2024	NUM
ajema-7186	395	59	,	,	PUNCT
ajema-7186	395	60	pp	pp	ADV
ajema-7186	395	61	.	.	PUNCT
ajema-7186	396	1	1–6	1–6	NUM
ajema-7186	396	2	.	.	PUNCT
ajema-7186	397	1	44	44	NUM
ajema-7186	397	2	.	.	PUNCT
ajema-7186	397	3	a.	a.	PROPN
ajema-7186	397	4	r.	r.	PROPN
ajema-7186	397	5	neravetla	neravetla	PROPN
ajema-7186	397	6	,	,	PUNCT
ajema-7186	397	7	v.	v.	PROPN
ajema-7186	397	8	k.	k.	PROPN
ajema-7186	397	9	nomula	nomula	PROPN
ajema-7186	397	10	,	,	PUNCT
ajema-7186	397	11	a.	a.	PROPN
ajema-7186	397	12	s.	s.	PROPN
ajema-7186	397	13	mohammed	mohammed	PROPN
ajema-7186	397	14	,	,	PUNCT
ajema-7186	397	15	and	and	CCONJ
ajema-7186	397	16	s.	s.	PROPN
ajema-7186	397	17	dhanasekaran	dhanasekaran	PROPN
ajema-7186	397	18	,	,	PUNCT
ajema-7186	397	19	“	"	PUNCT
ajema-7186	397	20	implementing	implement	VERB
ajema-7186	397	21	ai	ai	ADJ
ajema-7186	397	22	-	-	PUNCT
ajema-7186	397	23	driven	drive	VERB
ajema-7186	397	24	diagnostic	diagnostic	ADJ
ajema-7186	397	25	decision	decision	NOUN
ajema-7186	397	26	support	support	NOUN
ajema-7186	397	27	systems	system	NOUN
ajema-7186	397	28	for	for	ADP
ajema-7186	397	29	smart	smart	ADJ
ajema-7186	397	30	healthcare	healthcare	NOUN
ajema-7186	397	31	,	,	PUNCT
ajema-7186	397	32	”	"	PUNCT
ajema-7186	397	33	in	in	ADP
ajema-7186	397	34	2024	2024	NUM
ajema-7186	397	35	15th	15th	ADJ
ajema-7186	397	36	186	186	NUM
ajema-7186	397	37	journal	journal	NOUN
ajema-7186	397	38	of	of	ADP
ajema-7186	397	39	engineering	engineering	NOUN
ajema-7186	397	40	,	,	PUNCT
ajema-7186	397	41	mechanics	mechanic	NOUN
ajema-7186	397	42	and	and	CCONJ
ajema-7186	397	43	architecture	architecture	NOUN
ajema-7186	397	44	www	www	NOUN
ajema-7186	397	45	.	.	PUNCT
ajema-7186	398	1	grnjournal.us	grnjournal.us	X
ajema-7186	398	2	international	international	ADJ
ajema-7186	398	3	conference	conference	NOUN
ajema-7186	398	4	on	on	ADP
ajema-7186	398	5	computing	compute	VERB
ajema-7186	398	6	communication	communication	NOUN
ajema-7186	398	7	and	and	CCONJ
ajema-7186	398	8	networking	networking	NOUN
ajema-7186	398	9	technologies	technology	NOUN
ajema-7186	398	10	(	(	PUNCT
ajema-7186	398	11	icccnt	icccnt	ADJ
ajema-7186	398	12	)	)	PUNCT
ajema-7186	398	13	,	,	PUNCT
ajema-7186	398	14	mandi	mandi	PROPN
ajema-7186	398	15	,	,	PUNCT
ajema-7186	398	16	himachal	himachal	PROPN
ajema-7186	398	17	pradesh	pradesh	PROPN
ajema-7186	398	18	,	,	PUNCT
ajema-7186	398	19	india	india	PROPN
ajema-7186	398	20	,	,	PUNCT
ajema-7186	398	21	2024	2024	NUM
ajema-7186	398	22	,	,	PUNCT
ajema-7186	398	23	pp	pp	ADV
ajema-7186	398	24	.	.	PUNCT
ajema-7186	399	1	1–6	1–6	NUM
ajema-7186	399	2	.	.	PUNCT
ajema-7186	400	1	45	45	NUM
ajema-7186	400	2	.	.	PUNCT
ajema-7186	401	1	v.	v.	PROPN
ajema-7186	401	2	k.	k.	PROPN
ajema-7186	401	3	nomula	nomula	PROPN
ajema-7186	401	4	,	,	PUNCT
ajema-7186	401	5	a.	a.	PROPN
ajema-7186	401	6	s.	s.	PROPN
ajema-7186	401	7	mohammed	mohammed	PROPN
ajema-7186	401	8	,	,	PUNCT
ajema-7186	401	9	a.	a.	PROPN
ajema-7186	401	10	r.	r.	PROPN
ajema-7186	401	11	neravetla	neravetla	PROPN
ajema-7186	401	12	,	,	PUNCT
ajema-7186	401	13	and	and	CCONJ
ajema-7186	401	14	s.	s.	PROPN
ajema-7186	401	15	dhanasekaran	dhanasekaran	PROPN
ajema-7186	401	16	,	,	PUNCT
ajema-7186	401	17	“	"	PUNCT
ajema-7186	401	18	leveraging	leverage	VERB
ajema-7186	401	19	deep	deep	ADJ
ajema-7186	401	20	learning	learning	NOUN
ajema-7186	401	21	in	in	ADP
ajema-7186	401	22	implementing	implement	VERB
ajema-7186	401	23	efficient	efficient	ADJ
ajema-7186	401	24	healthcare	healthcare	NOUN
ajema-7186	401	25	processes	process	NOUN
ajema-7186	401	26	,	,	PUNCT
ajema-7186	401	27	”	"	PUNCT
ajema-7186	401	28	in	in	ADP
ajema-7186	401	29	2024	2024	NUM
ajema-7186	401	30	15th	15th	ADJ
ajema-7186	401	31	international	international	ADJ
ajema-7186	401	32	conference	conference	NOUN
ajema-7186	401	33	on	on	ADP
ajema-7186	401	34	computing	compute	VERB
ajema-7186	401	35	communication	communication	NOUN
ajema-7186	401	36	and	and	CCONJ
ajema-7186	401	37	networking	networking	NOUN
ajema-7186	401	38	technologies	technology	NOUN
ajema-7186	401	39	(	(	PUNCT
ajema-7186	401	40	icccnt	icccnt	ADJ
ajema-7186	401	41	)	)	PUNCT
ajema-7186	401	42	,	,	PUNCT
ajema-7186	401	43	mandi	mandi	PROPN
ajema-7186	401	44	,	,	PUNCT
ajema-7186	401	45	himachal	himachal	PROPN
ajema-7186	401	46	pradesh	pradesh	PROPN
ajema-7186	401	47	,	,	PUNCT
ajema-7186	401	48	india	india	PROPN
ajema-7186	401	49	,	,	PUNCT
ajema-7186	401	50	2024	2024	NUM
ajema-7186	401	51	,	,	PUNCT
ajema-7186	401	52	pp	pp	ADV
ajema-7186	401	53	.	.	PUNCT
ajema-7186	402	1	1–6	1–6	NUM
ajema-7186	402	2	.	.	PUNCT
ajema-7186	403	1	46	46	NUM
ajema-7186	403	2	.	.	PUNCT
ajema-7186	404	1	s.	s.	PROPN
ajema-7186	404	2	s.	s.	PROPN
ajema-7186	404	3	ramesh	ramesh	PROPN
ajema-7186	404	4	,	,	PUNCT
ajema-7186	404	5	a.	a.	PROPN
ajema-7186	404	6	jose	jose	PROPN
ajema-7186	404	7	,	,	PUNCT
ajema-7186	404	8	p.	p.	PROPN
ajema-7186	404	9	r.	r.	PROPN
ajema-7186	404	10	samraysh	samraysh	PROPN
ajema-7186	404	11	,	,	PUNCT
ajema-7186	404	12	h.	h.	PROPN
ajema-7186	404	13	mulabagala	mulabagala	PROPN
ajema-7186	404	14	,	,	PUNCT
ajema-7186	404	15	m.	m.	NOUN
ajema-7186	404	16	s.	s.	PROPN
ajema-7186	404	17	minu	minu	PROPN
ajema-7186	404	18	,	,	PUNCT
ajema-7186	404	19	and	and	CCONJ
ajema-7186	405	1	v.	v.	ADP
ajema-7186	405	2	k.	k.	PROPN
ajema-7186	405	3	nomula	nomula	PROPN
ajema-7186	405	4	,	,	PUNCT
ajema-7186	405	5	“	"	PUNCT
ajema-7186	405	6	domain	domain	NOUN
ajema-7186	405	7	generalization	generalization	NOUN
ajema-7186	405	8	and	and	CCONJ
ajema-7186	405	9	multidimensional	multidimensional	ADJ
ajema-7186	405	10	approach	approach	NOUN
ajema-7186	405	11	for	for	ADP
ajema-7186	405	12	brain	brain	NOUN
ajema-7186	405	13	mri	mri	NOUN
ajema-7186	405	14	segmentation	segmentation	NOUN
ajema-7186	405	15	using	use	VERB
ajema-7186	405	16	contrastive	contrastive	ADJ
ajema-7186	405	17	representation	representation	NOUN
ajema-7186	405	18	transfer	transfer	NOUN
ajema-7186	405	19	learning	learning	NOUN
ajema-7186	405	20	algorithm	algorithm	NOUN
ajema-7186	405	21	,	,	PUNCT
ajema-7186	405	22	”	"	PUNCT
ajema-7186	405	23	in	in	ADP
ajema-7186	405	24	advancements	advancement	NOUN
ajema-7186	405	25	in	in	ADP
ajema-7186	405	26	clinical	clinical	ADJ
ajema-7186	405	27	medicine	medicine	NOUN
ajema-7186	405	28	,	,	PUNCT
ajema-7186	405	29	p.	p.	PROPN
ajema-7186	405	30	paramasivan	paramasivan	PROPN
ajema-7186	405	31	,	,	PUNCT
ajema-7186	405	32	s.	s.	PROPN
ajema-7186	405	33	rajest	rajest	PROPN
ajema-7186	405	34	,	,	PUNCT
ajema-7186	405	35	k.	k.	PROPN
ajema-7186	405	36	chinnusamy	chinnusamy	PROPN
ajema-7186	405	37	,	,	PUNCT
ajema-7186	405	38	r.	r.	PROPN
ajema-7186	405	39	regin	regin	PROPN
ajema-7186	405	40	,	,	PUNCT
ajema-7186	405	41	and	and	CCONJ
ajema-7186	405	42	f.	f.	PROPN
ajema-7186	405	43	j.	j.	PROPN
ajema-7186	405	44	joseph	joseph	PROPN
ajema-7186	405	45	,	,	PUNCT
ajema-7186	405	46	eds	eds	PROPN
ajema-7186	405	47	.	.	PUNCT
ajema-7186	405	48	usa	usa	PROPN
ajema-7186	405	49	:	:	PUNCT
ajema-7186	405	50	igi	igi	PROPN
ajema-7186	405	51	global	global	PROPN
ajema-7186	405	52	,	,	PUNCT
ajema-7186	405	53	2024	2024	NUM
ajema-7186	405	54	,	,	PUNCT
ajema-7186	405	55	pp	pp	ADV
ajema-7186	405	56	.	.	PUNCT
ajema-7186	406	1	17–33	17–33	X
ajema-7186	406	2	.	.	PUNCT
ajema-7186	407	1	47	47	NUM
ajema-7186	407	2	.	.	PUNCT
ajema-7186	408	1	p.	p.	PROPN
ajema-7186	408	2	s.	s.	PROPN
ajema-7186	408	3	venkateswaran	venkateswaran	VERB
ajema-7186	408	4	,	,	PUNCT
ajema-7186	409	1	f.	f.	PROPN
ajema-7186	409	2	t.	t.	PROPN
ajema-7186	409	3	m.	m.	PROPN
ajema-7186	409	4	ayasrah	ayasrah	PROPN
ajema-7186	409	5	,	,	PUNCT
ajema-7186	409	6	v.	v.	PROPN
ajema-7186	409	7	k.	k.	PROPN
ajema-7186	409	8	nomula	nomula	PROPN
ajema-7186	409	9	,	,	PUNCT
ajema-7186	409	10	p.	p.	PROPN
ajema-7186	409	11	paramasivan	paramasivan	PROPN
ajema-7186	409	12	,	,	PUNCT
ajema-7186	409	13	p.	p.	PROPN
ajema-7186	409	14	anand	anand	PROPN
ajema-7186	409	15	,	,	PUNCT
ajema-7186	409	16	and	and	CCONJ
ajema-7186	409	17	k.	k.	PROPN
ajema-7186	409	18	bogeshwaran	bogeshwaran	PROPN
ajema-7186	409	19	,	,	PUNCT
ajema-7186	409	20	“	"	PUNCT
ajema-7186	409	21	applications	application	NOUN
ajema-7186	409	22	of	of	ADP
ajema-7186	409	23	artificial	artificial	ADJ
ajema-7186	409	24	intelligence	intelligence	NOUN
ajema-7186	409	25	tools	tool	NOUN
ajema-7186	409	26	in	in	ADP
ajema-7186	409	27	higher	high	ADJ
ajema-7186	409	28	education	education	NOUN
ajema-7186	409	29	,	,	PUNCT
ajema-7186	409	30	”	"	PUNCT
ajema-7186	409	31	in	in	ADP
ajema-7186	409	32	advances	advance	NOUN
ajema-7186	409	33	in	in	ADP
ajema-7186	409	34	business	business	NOUN
ajema-7186	409	35	information	information	NOUN
ajema-7186	409	36	systems	system	NOUN
ajema-7186	409	37	and	and	CCONJ
ajema-7186	409	38	analytics	analytic	NOUN
ajema-7186	409	39	,	,	PUNCT
ajema-7186	409	40	usa	usa	PROPN
ajema-7186	409	41	:	:	PUNCT
ajema-7186	409	42	igi	igi	PROPN
ajema-7186	409	43	global	global	NOUN
ajema-7186	409	44	,	,	PUNCT
ajema-7186	409	45	2023	2023	NUM
ajema-7186	409	46	,	,	PUNCT
ajema-7186	409	47	pp	pp	ADJ
ajema-7186	409	48	.	.	PUNCT
ajema-7186	410	1	124	124	NUM
ajema-7186	410	2	–	–	PUNCT
ajema-7186	410	3	136	136	NUM
ajema-7186	410	4	.	.	PUNCT
ajema-7186	411	1	48	48	NUM
ajema-7186	411	2	.	.	PUNCT
ajema-7186	411	3	a.	a.	PROPN
ajema-7186	411	4	kulkarni	kulkarni	PROPN
ajema-7186	411	5	,	,	PUNCT
ajema-7186	411	6	"	"	PUNCT
ajema-7186	411	7	natural	natural	ADJ
ajema-7186	411	8	language	language	NOUN
ajema-7186	411	9	processing	processing	NOUN
ajema-7186	411	10	for	for	ADP
ajema-7186	411	11	text	text	NOUN
ajema-7186	411	12	analytics	analytic	NOUN
ajema-7186	411	13	in	in	ADP
ajema-7186	411	14	sap	sap	PROPN
ajema-7186	411	15	hana	hana	PROPN
ajema-7186	411	16	,	,	PUNCT
ajema-7186	411	17	"	"	PUNCT
ajema-7186	411	18	international	international	ADJ
ajema-7186	411	19	journal	journal	NOUN
ajema-7186	411	20	of	of	ADP
ajema-7186	411	21	multidisciplinary	multidisciplinary	ADJ
ajema-7186	411	22	innovation	innovation	NOUN
ajema-7186	411	23	and	and	CCONJ
ajema-7186	411	24	research	research	NOUN
ajema-7186	411	25	methodology	methodology	NOUN
ajema-7186	411	26	,	,	PUNCT
ajema-7186	411	27	vol	vol	NOUN
ajema-7186	411	28	.	.	PROPN
ajema-7186	412	1	3	3	NUM
ajema-7186	412	2	,	,	PUNCT
ajema-7186	412	3	no	no	INTJ
ajema-7186	412	4	.	.	NOUN
ajema-7186	412	5	2	2	NUM
ajema-7186	412	6	,	,	PUNCT
ajema-7186	412	7	pp	pp	ADJ
ajema-7186	412	8	.	.	PUNCT
ajema-7186	413	1	135	135	NUM
ajema-7186	413	2	-	-	SYM
ajema-7186	413	3	144	144	NUM
ajema-7186	413	4	,	,	PUNCT
ajema-7186	413	5	2024	2024	NUM
ajema-7186	413	6	.	.	PUNCT
ajema-7186	414	1	49	49	NUM
ajema-7186	414	2	.	.	PUNCT
ajema-7186	414	3	a.	a.	PROPN
ajema-7186	414	4	kulkarni	kulkarni	PROPN
ajema-7186	414	5	,	,	PUNCT
ajema-7186	414	6	"	"	PUNCT
ajema-7186	414	7	enhancing	enhance	VERB
ajema-7186	414	8	customer	customer	NOUN
ajema-7186	414	9	experience	experience	NOUN
ajema-7186	414	10	with	with	ADP
ajema-7186	414	11	ai	ai	ADJ
ajema-7186	414	12	-	-	PUNCT
ajema-7186	414	13	powered	power	VERB
ajema-7186	414	14	recommendations	recommendation	NOUN
ajema-7186	414	15	in	in	ADP
ajema-7186	414	16	sap	sap	PROPN
ajema-7186	414	17	hana	hana	PROPN
ajema-7186	414	18	,	,	PUNCT
ajema-7186	414	19	"	"	PUNCT
ajema-7186	414	20	international	international	ADJ
ajema-7186	414	21	journal	journal	NOUN
ajema-7186	414	22	of	of	ADP
ajema-7186	414	23	business	business	NOUN
ajema-7186	414	24	,	,	PUNCT
ajema-7186	414	25	management	management	NOUN
ajema-7186	414	26	and	and	CCONJ
ajema-7186	414	27	visuals	visual	NOUN
ajema-7186	414	28	,	,	PUNCT
ajema-7186	414	29	vol	vol	NOUN
ajema-7186	414	30	.	.	PROPN
ajema-7186	414	31	7	7	NUM
ajema-7186	414	32	,	,	PUNCT
ajema-7186	414	33	no	no	INTJ
ajema-7186	414	34	.	.	NOUN
ajema-7186	414	35	1	1	NUM
ajema-7186	414	36	,	,	PUNCT
ajema-7186	414	37	pp	pp	ADJ
ajema-7186	414	38	.	.	PUNCT
ajema-7186	415	1	1	1	NUM
ajema-7186	415	2	-	-	SYM
ajema-7186	415	3	8	8	NUM
ajema-7186	415	4	,	,	PUNCT
ajema-7186	415	5	2024	2024	NUM
ajema-7186	415	6	.	.	PUNCT
ajema-7186	416	1	50	50	NUM
ajema-7186	416	2	.	.	PUNCT
ajema-7186	416	3	a.	a.	PROPN
ajema-7186	416	4	kulkarni	kulkarni	PROPN
ajema-7186	416	5	,	,	PUNCT
ajema-7186	416	6	"	"	PUNCT
ajema-7186	416	7	digital	digital	ADJ
ajema-7186	416	8	transformation	transformation	NOUN
ajema-7186	416	9	with	with	ADP
ajema-7186	416	10	sap	sap	PROPN
ajema-7186	416	11	hana	hana	PROPN
ajema-7186	416	12	,	,	PUNCT
ajema-7186	416	13	"	"	PUNCT
ajema-7186	416	14	international	international	ADJ
ajema-7186	416	15	journal	journal	NOUN
ajema-7186	416	16	on	on	ADP
ajema-7186	416	17	recent	recent	ADJ
ajema-7186	416	18	and	and	CCONJ
ajema-7186	416	19	innovation	innovation	NOUN
ajema-7186	416	20	trends	trend	NOUN
ajema-7186	416	21	in	in	ADP
ajema-7186	416	22	computing	computing	NOUN
ajema-7186	416	23	and	and	CCONJ
ajema-7186	416	24	communication	communication	NOUN
ajema-7186	416	25	,	,	PUNCT
ajema-7186	416	26	vol	vol	NOUN
ajema-7186	416	27	.	.	PROPN
ajema-7186	416	28	12	12	NUM
ajema-7186	416	29	,	,	PUNCT
ajema-7186	416	30	no	no	INTJ
ajema-7186	416	31	.	.	NOUN
ajema-7186	416	32	1	1	NUM
ajema-7186	416	33	,	,	PUNCT
ajema-7186	416	34	pp	pp	ADJ
ajema-7186	416	35	.	.	PUNCT
ajema-7186	417	1	338	338	NUM
ajema-7186	417	2	-	-	SYM
ajema-7186	417	3	344	344	NUM
ajema-7186	417	4	,	,	PUNCT
ajema-7186	417	5	2024	2024	NUM
ajema-7186	417	6	.	.	PUNCT
ajema-7186	418	1	51	51	NUM
ajema-7186	418	2	.	.	PUNCT
ajema-7186	418	3	a.	a.	PROPN
ajema-7186	418	4	kulkarni	kulkarni	PROPN
ajema-7186	418	5	,	,	PUNCT
ajema-7186	418	6	"	"	PUNCT
ajema-7186	418	7	supply	supply	NOUN
ajema-7186	418	8	chain	chain	NOUN
ajema-7186	418	9	optimization	optimization	NOUN
ajema-7186	418	10	using	use	VERB
ajema-7186	418	11	ai	ai	NOUN
ajema-7186	418	12	and	and	CCONJ
ajema-7186	418	13	sap	sap	PROPN
ajema-7186	418	14	hana	hana	PROPN
ajema-7186	418	15	:	:	PUNCT
ajema-7186	418	16	a	a	DET
ajema-7186	418	17	review	review	NOUN
ajema-7186	418	18	,	,	PUNCT
ajema-7186	418	19	"	"	PUNCT
ajema-7186	418	20	international	international	ADJ
ajema-7186	418	21	journal	journal	NOUN
ajema-7186	418	22	of	of	ADP
ajema-7186	418	23	research	research	NOUN
ajema-7186	418	24	radicals	radical	NOUN
ajema-7186	418	25	in	in	ADP
ajema-7186	418	26	multidisciplinary	multidisciplinary	ADJ
ajema-7186	418	27	fields	field	NOUN
ajema-7186	418	28	,	,	PUNCT
ajema-7186	418	29	vol	vol	NOUN
ajema-7186	418	30	.	.	PROPN
ajema-7186	418	31	2	2	NUM
ajema-7186	418	32	,	,	PUNCT
ajema-7186	418	33	no	no	INTJ
ajema-7186	418	34	.	.	NOUN
ajema-7186	418	35	2	2	NUM
ajema-7186	418	36	,	,	PUNCT
ajema-7186	418	37	pp	pp	ADJ
ajema-7186	418	38	.	.	PUNCT
ajema-7186	418	39	5157	5157	NUM
ajema-7186	418	40	,	,	PUNCT
ajema-7186	418	41	2024	2024	NUM
ajema-7186	418	42	.	.	PUNCT
ajema-7186	419	1	52	52	NUM
ajema-7186	419	2	.	.	PUNCT
ajema-7186	419	3	a.	a.	PROPN
ajema-7186	419	4	kulkarni	kulkarni	PROPN
ajema-7186	419	5	,	,	PUNCT
ajema-7186	419	6	"	"	PUNCT
ajema-7186	419	7	image	image	NOUN
ajema-7186	419	8	recognition	recognition	NOUN
ajema-7186	419	9	and	and	CCONJ
ajema-7186	419	10	processing	processing	NOUN
ajema-7186	419	11	in	in	ADP
ajema-7186	419	12	sap	sap	PROPN
ajema-7186	419	13	hana	hana	PROPN
ajema-7186	419	14	using	use	VERB
ajema-7186	419	15	deep	deep	ADJ
ajema-7186	419	16	learning	learning	NOUN
ajema-7186	419	17	,	,	PUNCT
ajema-7186	419	18	"	"	PUNCT
ajema-7186	419	19	international	international	ADJ
ajema-7186	419	20	journal	journal	NOUN
ajema-7186	419	21	of	of	ADP
ajema-7186	419	22	research	research	NOUN
ajema-7186	419	23	and	and	CCONJ
ajema-7186	419	24	review	review	VERB
ajema-7186	419	25	techniques	technique	NOUN
ajema-7186	419	26	,	,	PUNCT
ajema-7186	419	27	vol	vol	NOUN
ajema-7186	419	28	.	.	PROPN
ajema-7186	419	29	2	2	NUM
ajema-7186	419	30	,	,	PUNCT
ajema-7186	419	31	no	no	INTJ
ajema-7186	419	32	.	.	NOUN
ajema-7186	419	33	4	4	NUM
ajema-7186	419	34	,	,	PUNCT
ajema-7186	419	35	pp	pp	ADJ
ajema-7186	419	36	.	.	PUNCT
ajema-7186	420	1	50	50	NUM
ajema-7186	420	2	-	-	SYM
ajema-7186	420	3	58	58	NUM
ajema-7186	420	4	,	,	PUNCT
ajema-7186	420	5	2024	2024	NUM
ajema-7186	420	6	.	.	PUNCT
ajema-7186	421	1	53	53	NUM
ajema-7186	421	2	.	.	PUNCT
ajema-7186	421	3	b.	b.	PROPN
ajema-7186	421	4	leena	leena	PROPN
ajema-7186	421	5	,	,	PUNCT
ajema-7186	421	6	"	"	PUNCT
ajema-7186	421	7	deep	deep	ADJ
ajema-7186	421	8	learning	learning	NOUN
ajema-7186	421	9	-	-	PUNCT
ajema-7186	421	10	based	base	VERB
ajema-7186	421	11	convolutional	convolutional	ADJ
ajema-7186	421	12	neural	neural	ADJ
ajema-7186	421	13	network	network	NOUN
ajema-7186	421	14	with	with	ADP
ajema-7186	421	15	random	random	ADJ
ajema-7186	421	16	forest	forest	NOUN
ajema-7186	421	17	approach	approach	NOUN
ajema-7186	421	18	for	for	ADP
ajema-7186	421	19	mri	mri	NOUN
ajema-7186	421	20	brain	brain	NOUN
ajema-7186	421	21	tumour	tumour	NOUN
ajema-7186	421	22	segmentation	segmentation	NOUN
ajema-7186	421	23	,	,	PUNCT
ajema-7186	421	24	"	"	PUNCT
ajema-7186	421	25	in	in	ADP
ajema-7186	421	26	system	system	NOUN
ajema-7186	421	27	design	design	NOUN
ajema-7186	421	28	for	for	ADP
ajema-7186	421	29	epidemics	epidemic	NOUN
ajema-7186	421	30	using	use	VERB
ajema-7186	421	31	machine	machine	NOUN
ajema-7186	421	32	learning	learning	NOUN
ajema-7186	421	33	and	and	CCONJ
ajema-7186	421	34	deep	deep	ADJ
ajema-7186	421	35	learning	learning	NOUN
ajema-7186	421	36	,	,	PUNCT
ajema-7186	421	37	2023	2023	NUM
ajema-7186	421	38	,	,	PUNCT
ajema-7186	421	39	pp	pp	ADJ
ajema-7186	421	40	.	.	PUNCT
ajema-7186	422	1	83	83	NUM
ajema-7186	422	2	-	-	SYM
ajema-7186	422	3	97	97	NUM
ajema-7186	422	4	.	.	PUNCT
ajema-7186	423	1	54	54	NUM
ajema-7186	423	2	.	.	PUNCT
ajema-7186	424	1	l.	l.	PROPN
ajema-7186	424	2	bojaraj	bojaraj	PROPN
ajema-7186	424	3	and	and	CCONJ
ajema-7186	424	4	a.	a.	PROPN
ajema-7186	424	5	jayanthi	jayanthi	PROPN
ajema-7186	424	6	,	,	PUNCT
ajema-7186	424	7	"	"	PUNCT
ajema-7186	424	8	hybrid	hybrid	ADJ
ajema-7186	424	9	feature	feature	NOUN
ajema-7186	424	10	extraction	extraction	NOUN
ajema-7186	424	11	with	with	ADP
ajema-7186	424	12	ensemble	ensemble	ADJ
ajema-7186	424	13	classifier	classifier	NOUN
ajema-7186	424	14	for	for	ADP
ajema-7186	424	15	brain	brain	NOUN
ajema-7186	424	16	tumor	tumor	NOUN
ajema-7186	424	17	classification	classification	NOUN
ajema-7186	424	18	,	,	PUNCT
ajema-7186	424	19	"	"	PUNCT
ajema-7186	424	20	international	international	ADJ
ajema-7186	424	21	journal	journal	NOUN
ajema-7186	424	22	of	of	ADP
ajema-7186	424	23	pattern	pattern	NOUN
ajema-7186	424	24	recognition	recognition	NOUN
ajema-7186	424	25	and	and	CCONJ
ajema-7186	424	26	artificial	artificial	ADJ
ajema-7186	424	27	intelligence	intelligence	NOUN
ajema-7186	424	28	,	,	PUNCT
ajema-7186	424	29	vol	vol	NOUN
ajema-7186	424	30	.	.	PROPN
ajema-7186	425	1	36	36	NUM
ajema-7186	425	2	,	,	PUNCT
ajema-7186	425	3	no	no	INTJ
ajema-7186	425	4	.	.	NOUN
ajema-7186	425	5	10	10	NUM
ajema-7186	425	6	,	,	PUNCT
ajema-7186	425	7	pp	pp	ADJ
ajema-7186	425	8	.	.	PUNCT
ajema-7186	426	1	2250031	2250031	NUM
ajema-7186	426	2	,	,	PUNCT
ajema-7186	426	3	2022	2022	NUM
ajema-7186	426	4	.	.	PUNCT
ajema-7186	427	1	55	55	NUM
ajema-7186	427	2	.	.	PUNCT
ajema-7186	428	1	j.	j.	PROPN
ajema-7186	428	2	rajendran	rajendran	PROPN
ajema-7186	428	3	,	,	PUNCT
ajema-7186	428	4	l.	l.	PROPN
ajema-7186	428	5	raju	raju	PROPN
ajema-7186	428	6	,	,	PUNCT
ajema-7186	428	7	and	and	CCONJ
ajema-7186	428	8	l.	l.	PROPN
ajema-7186	428	9	bojaraj	bojaraj	PROPN
ajema-7186	428	10	,	,	PUNCT
ajema-7186	428	11	"	"	PUNCT
ajema-7186	428	12	analytical	analytical	ADJ
ajema-7186	428	13	assessment	assessment	NOUN
ajema-7186	428	14	of	of	ADP
ajema-7186	428	15	schottky	schottky	NOUN
ajema-7186	428	16	diodes	diode	NOUN
ajema-7186	428	17	based	base	VERB
ajema-7186	428	18	on	on	ADP
ajema-7186	428	19	cds	cds	PROPN
ajema-7186	428	20	/	/	SYM
ajema-7186	428	21	si	si	NOUN
ajema-7186	428	22	heterostructure	heterostructure	NOUN
ajema-7186	428	23	:	:	PUNCT
ajema-7186	428	24	current	current	ADJ
ajema-7186	428	25	,	,	PUNCT
ajema-7186	428	26	capacitance	capacitance	NOUN
ajema-7186	428	27	,	,	PUNCT
ajema-7186	428	28	and	and	CCONJ
ajema-7186	428	29	conductance	conductance	NOUN
ajema-7186	428	30	analysis	analysis	NOUN
ajema-7186	428	31	using	use	VERB
ajema-7186	428	32	tcad	tcad	NOUN
ajema-7186	428	33	,	,	PUNCT
ajema-7186	428	34	"	"	PUNCT
ajema-7186	428	35	indian	indian	ADJ
ajema-7186	428	36	journal	journal	PROPN
ajema-7186	428	37	of	of	ADP
ajema-7186	428	38	physics	physics	PROPN
ajema-7186	428	39	,	,	PUNCT
ajema-7186	428	40	vol	vol	NOUN
ajema-7186	428	41	.	.	PROPN
ajema-7186	428	42	98	98	NUM
ajema-7186	428	43	,	,	PUNCT
ajema-7186	428	44	no	no	INTJ
ajema-7186	428	45	.	.	NOUN
ajema-7186	428	46	8	8	NUM
ajema-7186	428	47	,	,	PUNCT
ajema-7186	428	48	pp	pp	ADJ
ajema-7186	428	49	.	.	PUNCT
ajema-7186	429	1	2775	2775	NUM
ajema-7186	429	2	-	-	SYM
ajema-7186	429	3	2784	2784	NUM
ajema-7186	429	4	,	,	PUNCT
ajema-7186	429	5	2024	2024	NUM
ajema-7186	429	6	.	.	PUNCT
ajema-7186	430	1	56	56	NUM
ajema-7186	430	2	.	.	X
ajema-7186	430	3	l.	l.	PROPN
ajema-7186	430	4	bojaraj	bojaraj	PROPN
ajema-7186	430	5	and	and	CCONJ
ajema-7186	430	6	a.	a.	PROPN
ajema-7186	430	7	jayanthi	jayanthi	PROPN
ajema-7186	430	8	,	,	PUNCT
ajema-7186	430	9	"	"	PUNCT
ajema-7186	430	10	automatic	automatic	ADJ
ajema-7186	430	11	brain	brain	NOUN
ajema-7186	430	12	tumor	tumor	NOUN
ajema-7186	430	13	classification	classification	NOUN
ajema-7186	430	14	via	via	ADP
ajema-7186	430	15	lion	lion	NOUN
ajema-7186	430	16	plus	plus	CCONJ
ajema-7186	430	17	dragon	dragon	NOUN
ajema-7186	430	18	fly	fly	NOUN
ajema-7186	430	19	algorithm	algorithm	NOUN
ajema-7186	430	20	,	,	PUNCT
ajema-7186	430	21	"	"	PUNCT
ajema-7186	430	22	journal	journal	NOUN
ajema-7186	430	23	of	of	ADP
ajema-7186	430	24	digital	digital	ADJ
ajema-7186	430	25	imaging	imaging	NOUN
ajema-7186	430	26	,	,	PUNCT
ajema-7186	430	27	vol	vol	NOUN
ajema-7186	430	28	.	.	PROPN
ajema-7186	430	29	35	35	NUM
ajema-7186	430	30	,	,	PUNCT
ajema-7186	430	31	no	no	INTJ
ajema-7186	430	32	.	.	NOUN
ajema-7186	430	33	5	5	NUM
ajema-7186	430	34	,	,	PUNCT
ajema-7186	430	35	pp	pp	ADJ
ajema-7186	430	36	.	.	PUNCT
ajema-7186	430	37	1382–1408	1382–1408	NUM
ajema-7186	430	38	,	,	PUNCT
ajema-7186	430	39	2022	2022	NUM
ajema-7186	430	40	.	.	PUNCT
ajema-7186	431	1	57	57	NUM
ajema-7186	431	2	.	.	PUNCT
ajema-7186	432	1	p.	p.	PROPN
ajema-7186	432	2	shweta	shweta	PROPN
ajema-7186	432	3	,	,	PUNCT
ajema-7186	432	4	l.	l.	PROPN
ajema-7186	432	5	bojaraj	bojaraj	PROPN
ajema-7186	432	6	,	,	PUNCT
ajema-7186	432	7	et	et	PROPN
ajema-7186	432	8	al	al	PROPN
ajema-7186	432	9	.	.	PROPN
ajema-7186	432	10	,	,	PUNCT
ajema-7186	432	11	"	"	PUNCT
ajema-7186	432	12	a	a	DET
ajema-7186	432	13	power	power	NOUN
ajema-7186	432	14	efficiency	efficiency	NOUN
ajema-7186	432	15	wireless	wireless	ADJ
ajema-7186	432	16	communication	communication	NOUN
ajema-7186	432	17	networks	network	NOUN
ajema-7186	432	18	by	by	ADP
ajema-7186	432	19	early	early	ADJ
ajema-7186	432	20	detection	detection	NOUN
ajema-7186	432	21	of	of	ADP
ajema-7186	432	22	wrong	wrong	ADJ
ajema-7186	432	23	decision	decision	NOUN
ajema-7186	432	24	probability	probability	NOUN
ajema-7186	432	25	in	in	ADP
ajema-7186	432	26	handover	handover	NOUN
ajema-7186	432	27	traffic	traffic	NOUN
ajema-7186	432	28	,	,	PUNCT
ajema-7186	432	29	"	"	PUNCT
ajema-7186	432	30	wireless	wireless	ADJ
ajema-7186	432	31	communications	communication	NOUN
ajema-7186	432	32	and	and	CCONJ
ajema-7186	432	33	mobile	mobile	NOUN
ajema-7186	432	34	computing	computing	NOUN
ajema-7186	432	35	,	,	PUNCT
ajema-7186	432	36	2022	2022	NUM
ajema-7186	432	37	,	,	PUNCT
ajema-7186	432	38	article	article	NOUN
ajema-7186	432	39	i	i	PROPN
ajema-7186	432	40	d	d	PROPN
ajema-7186	432	41	4612604	4612604	NUM
ajema-7186	432	42	,	,	PUNCT
ajema-7186	432	43	7	7	NUM
ajema-7186	432	44	pages	page	NOUN
ajema-7186	432	45	.	.	PUNCT
ajema-7186	433	1	58	58	NUM
ajema-7186	433	2	.	.	PUNCT
ajema-7186	433	3	b.	b.	PROPN
ajema-7186	433	4	leena	leena	PROPN
ajema-7186	433	5	,	,	PUNCT
ajema-7186	433	6	et	et	PROPN
ajema-7186	433	7	al	al	PROPN
ajema-7186	433	8	.	.	PROPN
ajema-7186	433	9	,	,	PUNCT
ajema-7186	433	10	"	"	PUNCT
ajema-7186	433	11	effective	effective	ADJ
ajema-7186	433	12	calculation	calculation	NOUN
ajema-7186	433	13	of	of	ADP
ajema-7186	433	14	power	power	NOUN
ajema-7186	433	15	,	,	PUNCT
ajema-7186	433	16	direction	direction	NOUN
ajema-7186	433	17	and	and	CCONJ
ajema-7186	433	18	angle	angle	NOUN
ajema-7186	433	19	of	of	ADP
ajema-7186	433	20	lightning	lightning	NOUN
ajema-7186	433	21	using	use	VERB
ajema-7186	433	22	wiedemann	wiedemann	ADJ
ajema-7186	433	23	-	-	PUNCT
ajema-7186	433	24	franz	franz	NOUN
ajema-7186	433	25	law	law	NOUN
ajema-7186	433	26	,	,	PUNCT
ajema-7186	433	27	"	"	PUNCT
ajema-7186	433	28	international	international	ADJ
ajema-7186	433	29	journal	journal	NOUN
ajema-7186	433	30	of	of	ADP
ajema-7186	433	31	advanced	advanced	ADJ
ajema-7186	433	32	research	research	NOUN
ajema-7186	433	33	in	in	ADP
ajema-7186	433	34	computer	computer	NOUN
ajema-7186	433	35	science	science	NOUN
ajema-7186	433	36	and	and	CCONJ
ajema-7186	433	37	software	software	NOUN
ajema-7186	433	38	engineering	engineering	NOUN
ajema-7186	433	39	,	,	PUNCT
ajema-7186	433	40	vol	vol	NOUN
ajema-7186	433	41	.	.	PROPN
ajema-7186	433	42	4	4	NUM
ajema-7186	433	43	,	,	PUNCT
ajema-7186	433	44	no	no	INTJ
ajema-7186	433	45	.	.	NOUN
ajema-7186	433	46	3	3	NUM
ajema-7186	433	47	,	,	PUNCT
ajema-7186	433	48	2014	2014	NUM
ajema-7186	433	49	.	.	PUNCT
ajema-7186	434	1	187	187	NUM
ajema-7186	434	2	journal	journal	NOUN
ajema-7186	434	3	of	of	ADP
ajema-7186	434	4	engineering	engineering	NOUN
ajema-7186	434	5	,	,	PUNCT
ajema-7186	434	6	mechanics	mechanic	NOUN
ajema-7186	434	7	and	and	CCONJ
ajema-7186	434	8	architecture	architecture	NOUN
ajema-7186	434	9	www	www	NOUN
ajema-7186	434	10	.	.	PUNCT
ajema-7186	435	1	grnjournal.us	grnjournal.us	X
ajema-7186	435	2	59	59	NUM
ajema-7186	435	3	.	.	PUNCT
ajema-7186	435	4	l.	l.	PROPN
ajema-7186	435	5	bojaraj	bojaraj	PROPN
ajema-7186	435	6	and	and	CCONJ
ajema-7186	435	7	r.	r.	PROPN
ajema-7186	435	8	jaikumar	jaikumar	PROPN
ajema-7186	435	9	,	,	PUNCT
ajema-7186	435	10	"	"	PUNCT
ajema-7186	435	11	hierarchical	hierarchical	ADJ
ajema-7186	435	12	clustering	clustering	ADJ
ajema-7186	435	13	fuzzy	fuzzy	ADJ
ajema-7186	435	14	features	feature	NOUN
ajema-7186	435	15	subset	subset	VERB
ajema-7186	435	16	classifier	classifier	NOUN
ajema-7186	435	17	with	with	ADP
ajema-7186	435	18	ant	ant	ADJ
ajema-7186	435	19	colony	colony	NOUN
ajema-7186	435	20	optimization	optimization	NOUN
ajema-7186	435	21	for	for	ADP
ajema-7186	435	22	lung	lung	NOUN
ajema-7186	435	23	image	image	NOUN
ajema-7186	435	24	classification	classification	NOUN
ajema-7186	435	25	,	,	PUNCT
ajema-7186	435	26	"	"	PUNCT
ajema-7186	435	27	in	in	ADP
ajema-7186	435	28	image	image	NOUN
ajema-7186	435	29	processing	processing	NOUN
ajema-7186	435	30	and	and	CCONJ
ajema-7186	435	31	intelligent	intelligent	ADJ
ajema-7186	435	32	computing	computing	NOUN
ajema-7186	435	33	systems	system	NOUN
ajema-7186	435	34	,	,	PUNCT
ajema-7186	435	35	2023	2023	NUM
ajema-7186	435	36	,	,	PUNCT
ajema-7186	435	37	pp	pp	ADJ
ajema-7186	435	38	.	.	PUNCT
ajema-7186	436	1	14	14	NUM
ajema-7186	436	2	.	.	X
ajema-7186	437	1	60	60	NUM
ajema-7186	437	2	.	.	PUNCT
ajema-7186	438	1	s.	s.	PROPN
ajema-7186	438	2	kalimuthu	kalimuthu	PROPN
ajema-7186	438	3	,	,	PUNCT
ajema-7186	438	4	l.	l.	PROPN
ajema-7186	438	5	bojaraj	bojaraj	PROPN
ajema-7186	438	6	,	,	PUNCT
ajema-7186	438	7	et	et	PROPN
ajema-7186	438	8	al	al	PROPN
ajema-7186	438	9	.	.	PROPN
ajema-7186	438	10	,	,	PUNCT
ajema-7186	438	11	"	"	PUNCT
ajema-7186	438	12	edge	edge	NOUN
ajema-7186	438	13	computing	computing	NOUN
ajema-7186	438	14	and	and	CCONJ
ajema-7186	438	15	controller	controller	NOUN
ajema-7186	438	16	area	area	NOUN
ajema-7186	438	17	network	network	NOUN
ajema-7186	438	18	for	for	ADP
ajema-7186	438	19	iot	iot	PROPN
ajema-7186	438	20	data	data	PROPN
ajema-7186	438	21	classification	classification	NOUN
ajema-7186	438	22	using	use	VERB
ajema-7186	438	23	convolution	convolution	NOUN
ajema-7186	438	24	neural	neural	ADJ
ajema-7186	438	25	network	network	NOUN
ajema-7186	438	26	,	,	PUNCT
ajema-7186	438	27	"	"	PUNCT
ajema-7186	438	28	in	in	ADP
ajema-7186	438	29	iot	iot	NOUN
ajema-7186	438	30	-	-	PUNCT
ajema-7186	438	31	enabled	enable	VERB
ajema-7186	438	32	convolutional	convolutional	ADJ
ajema-7186	438	33	neural	neural	ADJ
ajema-7186	438	34	networks	network	NOUN
ajema-7186	438	35	:	:	PUNCT
ajema-7186	438	36	techniques	technique	NOUN
ajema-7186	438	37	and	and	CCONJ
ajema-7186	438	38	applications	application	NOUN
ajema-7186	438	39	,	,	PUNCT
ajema-7186	438	40	2023	2023	NUM
ajema-7186	438	41	,	,	PUNCT
ajema-7186	438	42	pp	pp	ADJ
ajema-7186	438	43	.	.	PUNCT
ajema-7186	439	1	28	28	NUM
ajema-7186	439	2	.	.	X
ajema-7186	440	1	61	61	NUM
ajema-7186	440	2	.	.	PUNCT
ajema-7186	441	1	s.	s.	PROPN
ajema-7186	441	2	nej	nej	PROPN
ajema-7186	441	3	,	,	PUNCT
ajema-7186	441	4	s.	s.	PROPN
ajema-7186	441	5	k.	k.	PROPN
ajema-7186	441	6	bairappaka	bairappaka	PROPN
ajema-7186	441	7	,	,	PUNCT
ajema-7186	441	8	b.	b.	PROPN
ajema-7186	441	9	n.	n.	PROPN
ajema-7186	441	10	v.	v.	PROPN
ajema-7186	441	11	sai	sai	PROPN
ajema-7186	441	12	durga	durga	PROPN
ajema-7186	441	13	sri	sri	PROPN
ajema-7186	441	14	raja	raja	PROPN
ajema-7186	441	15	ram	ram	PROPN
ajema-7186	441	16	dinavahi	dinavahi	PROPN
ajema-7186	441	17	,	,	PUNCT
ajema-7186	441	18	s.	s.	PROPN
ajema-7186	441	19	jana	jana	PROPN
ajema-7186	441	20	,	,	PUNCT
ajema-7186	441	21	and	and	CCONJ
ajema-7186	441	22	a.	a.	PROPN
ajema-7186	441	23	ghosh	ghosh	PROPN
ajema-7186	441	24	,	,	PUNCT
ajema-7186	441	25	"	"	PUNCT
ajema-7186	441	26	design	design	NOUN
ajema-7186	441	27	of	of	ADP
ajema-7186	441	28	a	a	DET
ajema-7186	441	29	high	high	ADJ
ajema-7186	441	30	order	order	NOUN
ajema-7186	441	31	dual	dual	ADJ
ajema-7186	441	32	band	band	NOUN
ajema-7186	441	33	mimo	mimo	PROPN
ajema-7186	441	34	antenna	antenna	NOUN
ajema-7186	441	35	with	with	ADP
ajema-7186	441	36	improved	improved	ADJ
ajema-7186	441	37	isolation	isolation	NOUN
ajema-7186	441	38	and	and	CCONJ
ajema-7186	441	39	gain	gain	NOUN
ajema-7186	441	40	for	for	ADP
ajema-7186	441	41	wireless	wireless	ADJ
ajema-7186	441	42	communications	communication	NOUN
ajema-7186	441	43	,	,	PUNCT
ajema-7186	441	44	"	"	PUNCT
ajema-7186	441	45	arab	arab	PROPN
ajema-7186	441	46	.	.	PUNCT
ajema-7186	442	1	j.	j.	PROPN
ajema-7186	442	2	sci	sci	PROPN
ajema-7186	442	3	.	.	PUNCT
ajema-7186	443	1	eng	eng	PROPN
ajema-7186	443	2	.	.	PROPN
ajema-7186	443	3	,	,	PUNCT
ajema-7186	443	4	pp	pp	PROPN
ajema-7186	443	5	.	.	PUNCT
ajema-7186	444	1	1–18	1–18	NUM
ajema-7186	444	2	,	,	PUNCT
ajema-7186	444	3	2024	2024	NUM
ajema-7186	444	4	.	.	PUNCT
ajema-7186	445	1	62	62	NUM
ajema-7186	445	2	.	.	PUNCT
ajema-7186	446	1	s.	s.	PROPN
ajema-7186	446	2	k.	k.	PROPN
ajema-7186	446	3	bairappaka	bairappaka	PROPN
ajema-7186	446	4	,	,	PUNCT
ajema-7186	446	5	a.	a.	PROPN
ajema-7186	446	6	ghosh	ghosh	PROPN
ajema-7186	446	7	,	,	PUNCT
ajema-7186	446	8	o.	o.	PROPN
ajema-7186	446	9	kaiwartya	kaiwartya	PROPN
ajema-7186	446	10	,	,	PUNCT
ajema-7186	446	11	a.	a.	NOUN
ajema-7186	446	12	mohammad	mohammad	PROPN
ajema-7186	446	13	,	,	PUNCT
ajema-7186	446	14	y.	y.	PROPN
ajema-7186	446	15	cao	cao	PROPN
ajema-7186	446	16	,	,	PUNCT
ajema-7186	446	17	and	and	CCONJ
ajema-7186	446	18	r.	r.	PROPN
ajema-7186	446	19	kharel	kharel	PROPN
ajema-7186	446	20	,	,	PUNCT
ajema-7186	446	21	"	"	PUNCT
ajema-7186	446	22	a	a	DET
ajema-7186	446	23	novel	novel	ADJ
ajema-7186	446	24	design	design	NOUN
ajema-7186	446	25	of	of	ADP
ajema-7186	446	26	broadband	broadband	NOUN
ajema-7186	446	27	circularly	circularly	ADV
ajema-7186	446	28	polarized	polarize	VERB
ajema-7186	446	29	rectenna	rectenna	NOUN
ajema-7186	446	30	with	with	ADP
ajema-7186	446	31	enhanced	enhanced	ADJ
ajema-7186	446	32	gain	gain	NOUN
ajema-7186	446	33	for	for	ADP
ajema-7186	446	34	energy	energy	NOUN
ajema-7186	446	35	harvesting	harvesting	NOUN
ajema-7186	446	36	,	,	PUNCT
ajema-7186	446	37	"	"	PUNCT
ajema-7186	446	38	ieee	ieee	NOUN
ajema-7186	446	39	access	access	NOUN
ajema-7186	446	40	,	,	PUNCT
ajema-7186	446	41	vol	vol	NOUN
ajema-7186	446	42	.	.	PROPN
ajema-7186	446	43	12	12	NUM
ajema-7186	446	44	,	,	PUNCT
ajema-7186	446	45	pp	pp	ADJ
ajema-7186	446	46	.	.	PUNCT
ajema-7186	447	1	65583–65594	65583–65594	NOUN
ajema-7186	447	2	,	,	PUNCT
ajema-7186	447	3	2024	2024	NUM
ajema-7186	447	4	.	.	PUNCT
ajema-7186	448	1	63	63	NUM
ajema-7186	448	2	.	.	PUNCT
ajema-7186	448	3	a.	a.	PROPN
ajema-7186	448	4	gupta	gupta	PROPN
ajema-7186	448	5	,	,	PUNCT
ajema-7186	448	6	n.	n.	PROPN
ajema-7186	448	7	mahesh	mahesh	PROPN
ajema-7186	448	8	,	,	PUNCT
ajema-7186	448	9	s.	s.	PROPN
ajema-7186	448	10	k.	k.	PROPN
ajema-7186	448	11	bairappaka	bairappaka	PROPN
ajema-7186	448	12	,	,	PUNCT
ajema-7186	448	13	and	and	CCONJ
ajema-7186	448	14	a.	a.	PROPN
ajema-7186	448	15	ghosh	ghosh	PROPN
ajema-7186	448	16	,	,	PUNCT
ajema-7186	448	17	"	"	PUNCT
ajema-7186	448	18	comparison	comparison	NOUN
ajema-7186	448	19	of	of	ADP
ajema-7186	448	20	the	the	DET
ajema-7186	448	21	performance	performance	NOUN
ajema-7186	448	22	of	of	ADP
ajema-7186	448	23	l	l	NOUN
ajema-7186	448	24	and	and	CCONJ
ajema-7186	448	25	pi	pi	NOUN
ajema-7186	448	26	matching	matching	NOUN
ajema-7186	448	27	networks	network	NOUN
ajema-7186	448	28	for	for	ADP
ajema-7186	448	29	design	design	NOUN
ajema-7186	448	30	of	of	ADP
ajema-7186	448	31	a	a	DET
ajema-7186	448	32	2.4	2.4	NUM
ajema-7186	448	33	ghz	ghz	NOUN
ajema-7186	448	34	rf	rf	NOUN
ajema-7186	448	35	-	-	PUNCT
ajema-7186	448	36	dc	dc	ADJ
ajema-7186	448	37	rectifier	rectifier	NOUN
ajema-7186	448	38	for	for	ADP
ajema-7186	448	39	rf	rf	NOUN
ajema-7186	448	40	energy	energy	NOUN
ajema-7186	448	41	harvesting	harvesting	NOUN
ajema-7186	448	42	,	,	PUNCT
ajema-7186	448	43	"	"	PUNCT
ajema-7186	448	44	in	in	ADP
ajema-7186	448	45	proc	proc	NOUN
ajema-7186	448	46	.	.	PUNCT
ajema-7186	449	1	2024	2024	NUM
ajema-7186	449	2	ieee	ieee	NOUN
ajema-7186	449	3	4th	4th	ADJ
ajema-7186	449	4	int	int	NOUN
ajema-7186	449	5	.	.	PUNCT
ajema-7186	450	1	conf	conf	NOUN
ajema-7186	450	2	.	.	PUNCT
ajema-7186	451	1	sustainable	sustainable	ADJ
ajema-7186	451	2	energy	energy	NOUN
ajema-7186	451	3	and	and	CCONJ
ajema-7186	451	4	future	future	ADJ
ajema-7186	451	5	electric	electric	ADJ
ajema-7186	451	6	transportation	transportation	NOUN
ajema-7186	451	7	(	(	PUNCT
ajema-7186	451	8	sefet	sefet	PROPN
ajema-7186	451	9	)	)	PUNCT
ajema-7186	451	10	,	,	PUNCT
ajema-7186	451	11	hyderabad	hyderabad	PROPN
ajema-7186	451	12	,	,	PUNCT
ajema-7186	451	13	india	india	PROPN
ajema-7186	451	14	,	,	PUNCT
ajema-7186	451	15	2024	2024	NUM
ajema-7186	451	16	,	,	PUNCT
ajema-7186	451	17	pp	pp	ADV
ajema-7186	451	18	.	.	PUNCT
ajema-7186	452	1	1–5	1–5	X
ajema-7186	452	2	.	.	NOUN
ajema-7186	452	3	64	64	NUM
ajema-7186	452	4	.	.	PUNCT
ajema-7186	453	1	s.	s.	PROPN
ajema-7186	453	2	genikala	genikala	PROPN
ajema-7186	453	3	,	,	PUNCT
ajema-7186	453	4	a.	a.	PROPN
ajema-7186	453	5	ghosh	ghosh	PROPN
ajema-7186	453	6	,	,	PUNCT
ajema-7186	453	7	and	and	CCONJ
ajema-7186	453	8	b.	b.	PROPN
ajema-7186	453	9	roy	roy	PROPN
ajema-7186	453	10	,	,	PUNCT
ajema-7186	453	11	"	"	PUNCT
ajema-7186	453	12	triple	triple	ADJ
ajema-7186	453	13	band	band	NOUN
ajema-7186	453	14	single	single	ADJ
ajema-7186	453	15	layer	layer	NOUN
ajema-7186	453	16	microwave	microwave	NOUN
ajema-7186	453	17	absorber	absorber	NOUN
ajema-7186	453	18	based	base	VERB
ajema-7186	453	19	on	on	ADP
ajema-7186	453	20	closed	closed	ADJ
ajema-7186	453	21	loop	loop	NOUN
ajema-7186	453	22	resonator	resonator	NOUN
ajema-7186	453	23	structures	structure	NOUN
ajema-7186	453	24	with	with	ADP
ajema-7186	453	25	high	high	ADJ
ajema-7186	453	26	stability	stability	NOUN
ajema-7186	453	27	under	under	ADP
ajema-7186	453	28	oblique	oblique	ADJ
ajema-7186	453	29	incidence	incidence	NOUN
ajema-7186	453	30	,	,	PUNCT
ajema-7186	453	31	"	"	PUNCT
ajema-7186	453	32	aeu	aeu	ADV
ajema-7186	453	33	-	-	PUNCT
ajema-7186	453	34	int	int	NOUN
ajema-7186	453	35	.	.	PUNCT
ajema-7186	454	1	j.	j.	PROPN
ajema-7186	454	2	electron	electron	PROPN
ajema-7186	454	3	.	.	PUNCT
ajema-7186	455	1	commun	commun	PROPN
ajema-7186	455	2	.	.	PROPN
ajema-7186	455	3	,	,	PUNCT
ajema-7186	455	4	vol	vol	NOUN
ajema-7186	455	5	.	.	NOUN
ajema-7186	455	6	164	164	NUM
ajema-7186	455	7	,	,	PUNCT
ajema-7186	455	8	art	art	NOUN
ajema-7186	455	9	.	.	PUNCT
ajema-7186	456	1	no	no	INTJ
ajema-7186	456	2	.	.	NOUN
ajema-7186	457	1	154629	154629	NUM
ajema-7186	457	2	,	,	PUNCT
ajema-7186	457	3	2023	2023	NUM
ajema-7186	457	4	.	.	PUNCT
ajema-7186	458	1	65	65	NUM
ajema-7186	458	2	.	.	PUNCT
ajema-7186	459	1	k.	k.	PROPN
ajema-7186	459	2	mazumder	mazumder	PROPN
ajema-7186	459	3	,	,	PUNCT
ajema-7186	459	4	a.	a.	PROPN
ajema-7186	459	5	ghosh	ghosh	PROPN
ajema-7186	459	6	,	,	PUNCT
ajema-7186	459	7	a.	a.	PROPN
ajema-7186	459	8	bhattacharya	bhattacharya	PROPN
ajema-7186	459	9	,	,	PUNCT
ajema-7186	459	10	s.	s.	PROPN
ajema-7186	459	11	ahmad	ahmad	PROPN
ajema-7186	459	12	,	,	PUNCT
ajema-7186	459	13	a.	a.	PROPN
ajema-7186	459	14	ghaffar	ghaffar	NOUN
ajema-7186	459	15	,	,	PUNCT
ajema-7186	459	16	and	and	CCONJ
ajema-7186	459	17	m.	m.	PROPN
ajema-7186	459	18	hussein	hussein	PROPN
ajema-7186	459	19	,	,	PUNCT
ajema-7186	459	20	"	"	PUNCT
ajema-7186	459	21	frequency	frequency	NOUN
ajema-7186	459	22	switchable	switchable	ADJ
ajema-7186	459	23	global	global	ADJ
ajema-7186	459	24	rfid	rfid	NOUN
ajema-7186	459	25	tag	tag	NOUN
ajema-7186	459	26	antennae	antennae	NOUN
ajema-7186	459	27	with	with	ADP
ajema-7186	459	28	metal	metal	NOUN
ajema-7186	459	29	compatibility	compatibility	NOUN
ajema-7186	459	30	for	for	ADP
ajema-7186	459	31	worldwide	worldwide	ADJ
ajema-7186	459	32	vehicle	vehicle	NOUN
ajema-7186	459	33	transportation	transportation	NOUN
ajema-7186	459	34	,	,	PUNCT
ajema-7186	459	35	"	"	PUNCT
ajema-7186	459	36	sensors	sensor	NOUN
ajema-7186	459	37	,	,	PUNCT
ajema-7186	459	38	vol	vol	NOUN
ajema-7186	459	39	.	.	PROPN
ajema-7186	459	40	23	23	NUM
ajema-7186	459	41	,	,	PUNCT
ajema-7186	459	42	no	no	INTJ
ajema-7186	459	43	.	.	NOUN
ajema-7186	459	44	8	8	NUM
ajema-7186	459	45	,	,	PUNCT
ajema-7186	459	46	p.	p.	NOUN
ajema-7186	459	47	3854	3854	NUM
ajema-7186	459	48	,	,	PUNCT
ajema-7186	459	49	2023	2023	NUM
ajema-7186	459	50	.	.	PUNCT
ajema-7186	460	1	66	66	NUM
ajema-7186	460	2	.	.	PUNCT
ajema-7186	461	1	g.	g.	PROPN
ajema-7186	461	2	s.	s.	PROPN
ajema-7186	461	3	sahoo	sahoo	PROPN
ajema-7186	461	4	and	and	CCONJ
ajema-7186	461	5	a.	a.	PROPN
ajema-7186	461	6	ghosh	ghosh	PROPN
ajema-7186	461	7	,	,	PUNCT
ajema-7186	461	8	"	"	PUNCT
ajema-7186	461	9	performance	performance	NOUN
ajema-7186	461	10	analysis	analysis	NOUN
ajema-7186	461	11	for	for	ADP
ajema-7186	461	12	hybrid	hybrid	ADJ
ajema-7186	461	13	beamforming	beamforme	VERB
ajema-7186	461	14	algorithm	algorithm	NOUN
ajema-7186	461	15	in	in	ADP
ajema-7186	461	16	5	5	NUM
ajema-7186	461	17	g	g	PROPN
ajema-7186	461	18	mimo	mimo	PROPN
ajema-7186	461	19	wireless	wireless	PROPN
ajema-7186	461	20	communication	communication	NOUN
ajema-7186	461	21	system	system	NOUN
ajema-7186	461	22	,	,	PUNCT
ajema-7186	461	23	"	"	PUNCT
ajema-7186	461	24	in	in	ADP
ajema-7186	461	25	proc	proc	NOUN
ajema-7186	461	26	.	.	PUNCT
ajema-7186	462	1	2022	2022	NUM
ajema-7186	462	2	ieee	ieee	NOUN
ajema-7186	462	3	microwaves	microwave	NOUN
ajema-7186	462	4	,	,	PUNCT
ajema-7186	462	5	antennas	antenna	NOUN
ajema-7186	462	6	,	,	PUNCT
ajema-7186	462	7	and	and	CCONJ
ajema-7186	462	8	propagation	propagation	NOUN
ajema-7186	462	9	conf	conf	NOUN
ajema-7186	462	10	.	.	PUNCT
ajema-7186	463	1	(	(	PUNCT
ajema-7186	463	2	mapcon	mapcon	NOUN
ajema-7186	463	3	)	)	PUNCT
ajema-7186	463	4	,	,	PUNCT
ajema-7186	463	5	bangalore	bangalore	PROPN
ajema-7186	463	6	,	,	PUNCT
ajema-7186	463	7	india	india	PROPN
ajema-7186	463	8	,	,	PUNCT
ajema-7186	463	9	2022	2022	NUM
ajema-7186	463	10	,	,	PUNCT
ajema-7186	463	11	pp	pp	ADV
ajema-7186	463	12	.	.	PUNCT
ajema-7186	464	1	592–596	592–596	NUM
ajema-7186	464	2	.	.	NOUN
ajema-7186	464	3	67	67	NUM
ajema-7186	464	4	.	.	PUNCT
ajema-7186	465	1	k.	k.	PROPN
ajema-7186	465	2	mazumder	mazumder	PROPN
ajema-7186	465	3	and	and	CCONJ
ajema-7186	465	4	a.	a.	PROPN
ajema-7186	465	5	ghosh	ghosh	PROPN
ajema-7186	465	6	,	,	PUNCT
ajema-7186	465	7	"	"	PUNCT
ajema-7186	465	8	a	a	DET
ajema-7186	465	9	small	small	ADJ
ajema-7186	465	10	scale	scale	NOUN
ajema-7186	465	11	circular	circular	ADJ
ajema-7186	465	12	polarized	polarize	VERB
ajema-7186	465	13	reader	reader	NOUN
ajema-7186	465	14	antenna	antenna	NOUN
ajema-7186	465	15	with	with	ADP
ajema-7186	465	16	wide	wide	ADJ
ajema-7186	465	17	beamwidth	beamwidth	NOUN
ajema-7186	465	18	for	for	ADP
ajema-7186	465	19	rfid	rfid	NOUN
ajema-7186	465	20	applications	application	NOUN
ajema-7186	465	21	,	,	PUNCT
ajema-7186	465	22	"	"	PUNCT
ajema-7186	465	23	in	in	ADP
ajema-7186	465	24	proc	proc	NOUN
ajema-7186	465	25	.	.	PUNCT
ajema-7186	466	1	2022	2022	NUM
ajema-7186	466	2	ieee	ieee	PROPN
ajema-7186	466	3	wireless	wireless	ADJ
ajema-7186	466	4	antenna	antenna	NOUN
ajema-7186	466	5	and	and	CCONJ
ajema-7186	466	6	microwave	microwave	NOUN
ajema-7186	466	7	symp	symp	NOUN
ajema-7186	466	8	.	.	PUNCT
ajema-7186	467	1	(	(	PUNCT
ajema-7186	467	2	wams	wams	PROPN
ajema-7186	467	3	)	)	PUNCT
ajema-7186	467	4	,	,	PUNCT
ajema-7186	467	5	rourkela	rourkela	PROPN
ajema-7186	467	6	,	,	PUNCT
ajema-7186	467	7	india	india	PROPN
ajema-7186	467	8	,	,	PUNCT
ajema-7186	467	9	2022	2022	NUM
ajema-7186	467	10	,	,	PUNCT
ajema-7186	467	11	pp	pp	ADJ
ajema-7186	467	12	.	.	PUNCT
ajema-7186	468	1	1–5	1–5	X
ajema-7186	468	2	.	.	NOUN
ajema-7186	468	3	68	68	NUM
ajema-7186	468	4	.	.	PUNCT
ajema-7186	468	5	m.	m.	NOUN
ajema-7186	468	6	midya	midya	PROPN
ajema-7186	468	7	,	,	PUNCT
ajema-7186	468	8	a.	a.	PROPN
ajema-7186	468	9	ghosh	ghosh	PROPN
ajema-7186	468	10	,	,	PUNCT
ajema-7186	468	11	and	and	CCONJ
ajema-7186	468	12	m.	m.	PROPN
ajema-7186	468	13	mitra	mitra	PROPN
ajema-7186	468	14	,	,	PUNCT
ajema-7186	468	15	"	"	PUNCT
ajema-7186	468	16	meander	meand	ADJ
ajema-7186	468	17	-	-	PUNCT
ajema-7186	468	18	line	line	NOUN
ajema-7186	468	19	-	-	PUNCT
ajema-7186	468	20	loaded	load	VERB
ajema-7186	468	21	circularly	circularly	ADV
ajema-7186	468	22	polarized	polarize	VERB
ajema-7186	468	23	square	square	ADJ
ajema-7186	468	24	-	-	PUNCT
ajema-7186	468	25	slot	slot	NOUN
ajema-7186	468	26	antenna	antenna	NOUN
ajema-7186	468	27	with	with	ADP
ajema-7186	468	28	inverted	invert	VERB
ajema-7186	468	29	-	-	PUNCT
ajema-7186	468	30	l	l	NOUN
ajema-7186	468	31	-	-	PUNCT
ajema-7186	468	32	shaped	shape	VERB
ajema-7186	468	33	feed	feed	NOUN
ajema-7186	468	34	line	line	NOUN
ajema-7186	468	35	for	for	ADP
ajema-7186	468	36	c	c	NOUN
ajema-7186	468	37	-	-	PUNCT
ajema-7186	468	38	band	band	NOUN
ajema-7186	468	39	applications	application	NOUN
ajema-7186	468	40	,	,	PUNCT
ajema-7186	468	41	"	"	PUNCT
ajema-7186	468	42	iet	iet	PROPN
ajema-7186	468	43	microwaves	microwave	NOUN
ajema-7186	468	44	,	,	PUNCT
ajema-7186	468	45	antennas	antennas	PROPN
ajema-7186	468	46	&	&	CCONJ
ajema-7186	468	47	propag	propag	PROPN
ajema-7186	468	48	.	.	PUNCT
ajema-7186	468	49	,	,	PUNCT
ajema-7186	468	50	vol	vol	NOUN
ajema-7186	468	51	.	.	PROPN
ajema-7186	468	52	15	15	NUM
ajema-7186	468	53	,	,	PUNCT
ajema-7186	468	54	no	no	INTJ
ajema-7186	468	55	.	.	NOUN
ajema-7186	468	56	11	11	NUM
ajema-7186	468	57	,	,	PUNCT
ajema-7186	468	58	pp	pp	ADJ
ajema-7186	468	59	.	.	PUNCT
ajema-7186	468	60	1425–1431	1425–1431	NUM
ajema-7186	468	61	,	,	PUNCT
ajema-7186	468	62	2021	2021	NUM
ajema-7186	468	63	.	.	PUNCT
ajema-7186	469	1	69	69	NUM
ajema-7186	469	2	.	.	PUNCT
ajema-7186	470	1	s.	s.	PROPN
ajema-7186	470	2	k.	k.	PROPN
ajema-7186	470	3	bairappaka	bairappaka	PROPN
ajema-7186	470	4	and	and	CCONJ
ajema-7186	470	5	a.	a.	PROPN
ajema-7186	470	6	ghosh	ghosh	PROPN
ajema-7186	470	7	,	,	PUNCT
ajema-7186	470	8	"	"	PUNCT
ajema-7186	470	9	co	co	ADJ
ajema-7186	470	10	-	-	ADJ
ajema-7186	470	11	planar	planar	ADJ
ajema-7186	470	12	waveguide	waveguide	ADP
ajema-7186	470	13	fed	fed	PROPN
ajema-7186	470	14	dual	dual	ADJ
ajema-7186	470	15	band	band	NOUN
ajema-7186	470	16	circular	circular	ADJ
ajema-7186	470	17	polarized	polarize	VERB
ajema-7186	470	18	slot	slot	NOUN
ajema-7186	470	19	antenna	antenna	NOUN
ajema-7186	470	20	,	,	PUNCT
ajema-7186	470	21	"	"	PUNCT
ajema-7186	470	22	in	in	ADP
ajema-7186	470	23	proc	proc	NOUN
ajema-7186	470	24	.	.	PUNCT
ajema-7186	471	1	2020	2020	NUM
ajema-7186	471	2	3rd	3rd	ADJ
ajema-7186	471	3	int	int	NOUN
ajema-7186	471	4	.	.	PUNCT
ajema-7186	472	1	conf	conf	PROPN
ajema-7186	472	2	.	.	PUNCT
ajema-7186	473	1	multimedia	multimedia	NOUN
ajema-7186	473	2	process	process	NOUN
ajema-7186	473	3	.	.	PUNCT
ajema-7186	474	1	commun	commun	PROPN
ajema-7186	474	2	.	.	PUNCT
ajema-7186	475	1	inf	inf	PROPN
ajema-7186	475	2	.	.	PUNCT
ajema-7186	475	3	technol	technol	PROPN
ajema-7186	475	4	.	.	PUNCT
ajema-7186	476	1	(	(	PUNCT
ajema-7186	476	2	mpcit	mpcit	PROPN
ajema-7186	476	3	)	)	PUNCT
ajema-7186	476	4	,	,	PUNCT
ajema-7186	476	5	shivamogga	shivamogga	PROPN
ajema-7186	476	6	,	,	PUNCT
ajema-7186	476	7	india	india	PROPN
ajema-7186	476	8	,	,	PUNCT
ajema-7186	476	9	2020	2020	NUM
ajema-7186	476	10	,	,	PUNCT
ajema-7186	476	11	pp	pp	ADV
ajema-7186	476	12	.	.	PUNCT
ajema-7186	477	1	10–13	10–13	X
ajema-7186	477	2	.	.	PUNCT
ajema-7186	478	1	70	70	NUM
ajema-7186	478	2	.	.	PUNCT
ajema-7186	479	1	s.	s.	PROPN
ajema-7186	479	2	nej	nej	PROPN
ajema-7186	479	3	and	and	CCONJ
ajema-7186	479	4	a.	a.	PROPN
ajema-7186	479	5	ghosh	ghosh	PROPN
ajema-7186	479	6	,	,	PUNCT
ajema-7186	479	7	"	"	PUNCT
ajema-7186	479	8	quad	quad	ADJ
ajema-7186	479	9	elements	element	NOUN
ajema-7186	479	10	dual	dual	ADJ
ajema-7186	479	11	band	band	NOUN
ajema-7186	479	12	mimo	mimo	PROPN
ajema-7186	479	13	antenna	antenna	NOUN
ajema-7186	479	14	for	for	ADP
ajema-7186	479	15	advanced	advanced	ADJ
ajema-7186	479	16	5	5	NUM
ajema-7186	479	17	g	g	NOUN
ajema-7186	479	18	technology	technology	NOUN
ajema-7186	479	19	,	,	PUNCT
ajema-7186	479	20	"	"	PUNCT
ajema-7186	479	21	in	in	ADP
ajema-7186	479	22	proc	proc	NOUN
ajema-7186	479	23	.	.	PUNCT
ajema-7186	480	1	2020	2020	NUM
ajema-7186	480	2	ieee	ieee	PROPN
ajema-7186	480	3	4th	4th	ADJ
ajema-7186	480	4	conf	conf	NOUN
ajema-7186	480	5	.	.	PUNCT
ajema-7186	481	1	inf	inf	PROPN
ajema-7186	481	2	.	.	PUNCT
ajema-7186	482	1	commun	commun	PROPN
ajema-7186	482	2	.	.	PUNCT
ajema-7186	483	1	technol	technol	PROPN
ajema-7186	483	2	.	.	PUNCT
ajema-7186	484	1	(	(	PUNCT
ajema-7186	484	2	cict	cict	PROPN
ajema-7186	484	3	)	)	PUNCT
ajema-7186	484	4	,	,	PUNCT
ajema-7186	484	5	2020	2020	NUM
ajema-7186	484	6	,	,	PUNCT
ajema-7186	484	7	pp	pp	ADV
ajema-7186	484	8	.	.	PUNCT
ajema-7186	485	1	1–5	1–5	X
ajema-7186	485	2	.	.	NOUN
ajema-7186	485	3	71	71	NUM
ajema-7186	485	4	.	.	PUNCT
ajema-7186	485	5	a.	a.	PROPN
ajema-7186	485	6	ghosh	ghosh	PROPN
ajema-7186	485	7	,	,	PUNCT
ajema-7186	485	8	a.	a.	NOUN
ajema-7186	485	9	banerjee	banerjee	PROPN
ajema-7186	485	10	,	,	PUNCT
ajema-7186	485	11	and	and	CCONJ
ajema-7186	485	12	s.	s.	PROPN
ajema-7186	485	13	das	das	PROPN
ajema-7186	485	14	,	,	PUNCT
ajema-7186	485	15	"	"	PUNCT
ajema-7186	485	16	design	design	NOUN
ajema-7186	485	17	of	of	ADP
ajema-7186	485	18	compact	compact	ADJ
ajema-7186	485	19	polarization	polarization	NOUN
ajema-7186	485	20	insensitive	insensitive	ADJ
ajema-7186	485	21	triple	triple	ADJ
ajema-7186	485	22	band	band	NOUN
ajema-7186	485	23	stop	stop	NOUN
ajema-7186	485	24	frequency	frequency	NOUN
ajema-7186	485	25	selective	selective	ADJ
ajema-7186	485	26	surface	surface	NOUN
ajema-7186	485	27	with	with	ADP
ajema-7186	485	28	high	high	ADJ
ajema-7186	485	29	stability	stability	NOUN
ajema-7186	485	30	under	under	ADP
ajema-7186	485	31	oblique	oblique	ADJ
ajema-7186	485	32	incidence	incidence	NOUN
ajema-7186	485	33	,	,	PUNCT
ajema-7186	485	34	"	"	PUNCT
ajema-7186	485	35	radioengineering	radioengineere	VERB
ajema-7186	485	36	,	,	PUNCT
ajema-7186	485	37	vol	vol	NOUN
ajema-7186	485	38	.	.	PROPN
ajema-7186	485	39	28	28	NUM
ajema-7186	485	40	,	,	PUNCT
ajema-7186	485	41	no	no	INTJ
ajema-7186	485	42	.	.	NOUN
ajema-7186	485	43	3	3	NUM
ajema-7186	485	44	,	,	PUNCT
ajema-7186	485	45	pp	pp	ADJ
ajema-7186	485	46	.	.	PUNCT
ajema-7186	486	1	552–558	552–558	NUM
ajema-7186	486	2	,	,	PUNCT
ajema-7186	486	3	2019	2019	NUM
ajema-7186	486	4	.	.	PUNCT
ajema-7186	487	1	72	72	NUM
ajema-7186	487	2	.	.	PUNCT
ajema-7186	487	3	a.	a.	PROPN
ajema-7186	487	4	ghosh	ghosh	PROPN
ajema-7186	487	5	,	,	PUNCT
ajema-7186	487	6	t.	t.	PROPN
ajema-7186	487	7	mandal	mandal	PROPN
ajema-7186	487	8	,	,	PUNCT
ajema-7186	487	9	and	and	CCONJ
ajema-7186	487	10	s.	s.	PROPN
ajema-7186	487	11	das	das	PROPN
ajema-7186	487	12	,	,	PUNCT
ajema-7186	487	13	"	"	PUNCT
ajema-7186	487	14	design	design	NOUN
ajema-7186	487	15	and	and	CCONJ
ajema-7186	487	16	analysis	analysis	NOUN
ajema-7186	487	17	of	of	ADP
ajema-7186	487	18	annular	annular	ADJ
ajema-7186	487	19	ring	ring	NOUN
ajema-7186	487	20	-	-	PUNCT
ajema-7186	487	21	based	base	VERB
ajema-7186	487	22	ris	ris	PROPN
ajema-7186	487	23	and	and	CCONJ
ajema-7186	487	24	its	its	PRON
ajema-7186	487	25	use	use	NOUN
ajema-7186	487	26	in	in	ADP
ajema-7186	487	27	dual	dual	ADJ
ajema-7186	487	28	-	-	PUNCT
ajema-7186	487	29	band	band	NOUN
ajema-7186	487	30	patch	patch	NOUN
ajema-7186	487	31	antenna	antenna	NOUN
ajema-7186	487	32	miniaturization	miniaturization	NOUN
ajema-7186	487	33	for	for	ADP
ajema-7186	487	34	wireless	wireless	ADJ
ajema-7186	487	35	applications	application	NOUN
ajema-7186	487	36	,	,	PUNCT
ajema-7186	487	37	"	"	PUNCT
ajema-7186	487	38	j.	j.	PROPN
ajema-7186	487	39	electromagn	electromagn	PROPN
ajema-7186	487	40	.	.	PUNCT
ajema-7186	488	1	waves	wave	NOUN
ajema-7186	488	2	appl	appl	PROPN
ajema-7186	488	3	.	.	PUNCT
ajema-7186	488	4	,	,	PUNCT
ajema-7186	488	5	vol	vol	NOUN
ajema-7186	488	6	.	.	PROPN
ajema-7186	489	1	31	31	NUM
ajema-7186	489	2	,	,	PUNCT
ajema-7186	489	3	no	no	INTJ
ajema-7186	489	4	.	.	NOUN
ajema-7186	489	5	3	3	NUM
ajema-7186	489	6	,	,	PUNCT
ajema-7186	489	7	pp	pp	ADJ
ajema-7186	489	8	.	.	PUNCT
ajema-7186	490	1	335–349	335–349	NUM
ajema-7186	490	2	,	,	PUNCT
ajema-7186	490	3	2017	2017	NUM
ajema-7186	490	4	.	.	PUNCT
ajema-7186	491	1	73	73	NUM
ajema-7186	491	2	.	.	PUNCT
ajema-7186	491	3	a.	a.	PROPN
ajema-7186	491	4	ghosh	ghosh	PROPN
ajema-7186	491	5	,	,	PUNCT
ajema-7186	491	6	a.	a.	PROPN
ajema-7186	491	7	mitra	mitra	PROPN
ajema-7186	491	8	,	,	PUNCT
ajema-7186	491	9	and	and	CCONJ
ajema-7186	491	10	s.	s.	PROPN
ajema-7186	491	11	das	das	PROPN
ajema-7186	491	12	,	,	PUNCT
ajema-7186	491	13	"	"	PUNCT
ajema-7186	491	14	meander	meand	ADJ
ajema-7186	491	15	line	line	NOUN
ajema-7186	491	16	-	-	PUNCT
ajema-7186	491	17	based	base	VERB
ajema-7186	491	18	low	low	ADJ
ajema-7186	491	19	profile	profile	NOUN
ajema-7186	491	20	ris	ris	X
ajema-7186	491	21	with	with	ADP
ajema-7186	491	22	defected	defected	ADJ
ajema-7186	491	23	ground	ground	NOUN
ajema-7186	491	24	and	and	CCONJ
ajema-7186	491	25	its	its	PRON
ajema-7186	491	26	use	use	NOUN
ajema-7186	491	27	in	in	ADP
ajema-7186	491	28	patch	patch	ADJ
ajema-7186	491	29	antenna	antenna	NOUN
ajema-7186	491	30	miniaturization	miniaturization	NOUN
ajema-7186	491	31	for	for	ADP
ajema-7186	491	32	wireless	wireless	ADJ
ajema-7186	491	33	applications	application	NOUN
ajema-7186	491	34	,	,	PUNCT
ajema-7186	491	35	"	"	PUNCT
ajema-7186	491	36	microwave	microwave	NOUN
ajema-7186	491	37	opt	opt	PROPN
ajema-7186	491	38	.	.	PUNCT
ajema-7186	492	1	technol	technol	PROPN
ajema-7186	492	2	.	.	PUNCT
ajema-7186	492	3	lett	lett	PROPN
ajema-7186	492	4	.	.	PROPN
ajema-7186	492	5	,	,	PUNCT
ajema-7186	492	6	vol	vol	NOUN
ajema-7186	492	7	.	.	PROPN
ajema-7186	493	1	59	59	NUM
ajema-7186	493	2	,	,	PUNCT
ajema-7186	493	3	no	no	INTJ
ajema-7186	493	4	.	.	NOUN
ajema-7186	493	5	3	3	NUM
ajema-7186	493	6	,	,	PUNCT
ajema-7186	493	7	pp	pp	ADJ
ajema-7186	493	8	.	.	PUNCT
ajema-7186	494	1	732–738	732–738	NUM
ajema-7186	494	2	,	,	PUNCT
ajema-7186	494	3	2017	2017	NUM
ajema-7186	494	4	.	.	PUNCT
ajema-7186	495	1	188	188	NUM
ajema-7186	495	2	journal	journal	NOUN
ajema-7186	495	3	of	of	ADP
ajema-7186	495	4	engineering	engineering	NOUN
ajema-7186	495	5	,	,	PUNCT
ajema-7186	495	6	mechanics	mechanic	NOUN
ajema-7186	495	7	and	and	CCONJ
ajema-7186	495	8	architecture	architecture	NOUN
ajema-7186	495	9	www	www	NOUN
ajema-7186	495	10	.	.	PUNCT
ajema-7186	496	1	grnjournal.us	grnjournal.us	X
ajema-7186	496	2	74	74	NUM
ajema-7186	496	3	.	.	PUNCT
ajema-7186	497	1	v.	v.	PROPN
ajema-7186	497	2	r.	r.	PROPN
ajema-7186	497	3	vemula	vemula	PROPN
ajema-7186	497	4	,	,	PUNCT
ajema-7186	497	5	"	"	PUNCT
ajema-7186	497	6	recent	recent	ADJ
ajema-7186	497	7	advancements	advancement	NOUN
ajema-7186	497	8	in	in	ADP
ajema-7186	497	9	cloud	cloud	NOUN
ajema-7186	497	10	security	security	NOUN
ajema-7186	497	11	using	use	VERB
ajema-7186	497	12	performance	performance	NOUN
ajema-7186	497	13	technologies	technology	NOUN
ajema-7186	497	14	and	and	CCONJ
ajema-7186	497	15	techniques	technique	NOUN
ajema-7186	497	16	,	,	PUNCT
ajema-7186	497	17	"	"	PUNCT
ajema-7186	497	18	2023	2023	NUM
ajema-7186	497	19	9th	9th	ADJ
ajema-7186	497	20	international	international	ADJ
ajema-7186	497	21	conference	conference	NOUN
ajema-7186	497	22	on	on	ADP
ajema-7186	497	23	smart	smart	ADJ
ajema-7186	497	24	structures	structure	NOUN
ajema-7186	497	25	and	and	CCONJ
ajema-7186	497	26	systems	system	NOUN
ajema-7186	497	27	(	(	PUNCT
ajema-7186	497	28	icsss	icsss	PROPN
ajema-7186	497	29	)	)	PUNCT
ajema-7186	497	30	,	,	PUNCT
ajema-7186	497	31	chennai	chennai	PROPN
ajema-7186	497	32	,	,	PUNCT
ajema-7186	497	33	india	india	PROPN
ajema-7186	497	34	,	,	PUNCT
ajema-7186	497	35	2023	2023	NUM
ajema-7186	497	36	,	,	PUNCT
ajema-7186	497	37	pp	pp	ADJ
ajema-7186	497	38	.	.	PUNCT
ajema-7186	498	1	1	1	NUM
ajema-7186	498	2	-	-	SYM
ajema-7186	498	3	7	7	NUM
ajema-7186	498	4	.	.	NUM
ajema-7186	498	5	75	75	NUM
ajema-7186	498	6	.	.	PUNCT
ajema-7186	499	1	v.	v.	PROPN
ajema-7186	499	2	r.	r.	PROPN
ajema-7186	499	3	vemula	vemula	PROPN
ajema-7186	499	4	,	,	PUNCT
ajema-7186	499	5	"	"	PUNCT
ajema-7186	499	6	adaptive	adaptive	ADJ
ajema-7186	499	7	threat	threat	NOUN
ajema-7186	499	8	detection	detection	NOUN
ajema-7186	499	9	in	in	ADP
ajema-7186	499	10	devops	devop	NOUN
ajema-7186	499	11	:	:	PUNCT
ajema-7186	499	12	leveraging	leverage	VERB
ajema-7186	499	13	machine	machine	NOUN
ajema-7186	499	14	learning	learn	VERB
ajema-7186	499	15	for	for	ADP
ajema-7186	499	16	realtime	realtime	ADJ
ajema-7186	499	17	security	security	NOUN
ajema-7186	499	18	monitoring	monitoring	NOUN
ajema-7186	499	19	,	,	PUNCT
ajema-7186	499	20	"	"	PUNCT
ajema-7186	499	21	int	int	NOUN
ajema-7186	499	22	.	.	PUNCT
ajema-7186	500	1	mach	mach	PROPN
ajema-7186	500	2	.	.	PUNCT
ajema-7186	501	1	learn	learn	VERB
ajema-7186	501	2	.	.	PUNCT
ajema-7186	502	1	j.	j.	PROPN
ajema-7186	502	2	comput	comput	PROPN
ajema-7186	502	3	.	.	PUNCT
ajema-7186	503	1	eng	eng	PROPN
ajema-7186	503	2	.	.	PROPN
ajema-7186	503	3	,	,	PUNCT
ajema-7186	503	4	vol	vol	NOUN
ajema-7186	503	5	.	.	PROPN
ajema-7186	503	6	5	5	NUM
ajema-7186	503	7	,	,	PUNCT
ajema-7186	503	8	no	no	INTJ
ajema-7186	503	9	.	.	NOUN
ajema-7186	503	10	5	5	NUM
ajema-7186	503	11	,	,	PUNCT
ajema-7186	503	12	pp	pp	ADJ
ajema-7186	503	13	.	.	PUNCT
ajema-7186	504	1	1–17	1–17	NOUN
ajema-7186	504	2	,	,	PUNCT
ajema-7186	504	3	nov	nov	PROPN
ajema-7186	504	4	.	.	PROPN
ajema-7186	504	5	2022	2022	NUM
ajema-7186	504	6	.	.	PUNCT
ajema-7186	505	1	76	76	NUM
ajema-7186	505	2	.	.	PUNCT
ajema-7186	506	1	v.	v.	PROPN
ajema-7186	506	2	r.	r.	PROPN
ajema-7186	506	3	vemula	vemula	PROPN
ajema-7186	506	4	,	,	PUNCT
ajema-7186	506	5	"	"	PUNCT
ajema-7186	506	6	integrating	integrate	VERB
ajema-7186	506	7	zero	zero	NUM
ajema-7186	506	8	trust	trust	NOUN
ajema-7186	506	9	architecture	architecture	NOUN
ajema-7186	506	10	in	in	ADP
ajema-7186	506	11	devops	devop	NOUN
ajema-7186	506	12	pipeline	pipeline	NOUN
ajema-7186	506	13	:	:	PUNCT
ajema-7186	506	14	enhancing	enhance	VERB
ajema-7186	506	15	security	security	NOUN
ajema-7186	506	16	in	in	ADP
ajema-7186	506	17	continuous	continuous	ADJ
ajema-7186	506	18	delivery	delivery	NOUN
ajema-7186	506	19	environments	environment	NOUN
ajema-7186	506	20	,	,	PUNCT
ajema-7186	506	21	"	"	PUNCT
ajema-7186	506	22	trans	tran	NOUN
ajema-7186	506	23	.	.	PUNCT
ajema-7186	507	1	latest	late	ADJ
ajema-7186	507	2	trends	trend	NOUN
ajema-7186	507	3	iot	iot	ADJ
ajema-7186	507	4	,	,	PUNCT
ajema-7186	507	5	vol	vol	NOUN
ajema-7186	507	6	.	.	PROPN
ajema-7186	507	7	5	5	NUM
ajema-7186	507	8	,	,	PUNCT
ajema-7186	507	9	no	no	INTJ
ajema-7186	507	10	.	.	NOUN
ajema-7186	507	11	5	5	NUM
ajema-7186	507	12	,	,	PUNCT
ajema-7186	507	13	pp	pp	ADJ
ajema-7186	507	14	.	.	PUNCT
ajema-7186	507	15	1–18	1–18	NUM
ajema-7186	507	16	,	,	PUNCT
ajema-7186	507	17	may	may	AUX
ajema-7186	507	18	.	.	PUNCT
ajema-7186	507	19	2022	2022	NUM
ajema-7186	507	20	.	.	PUNCT
ajema-7186	508	1	77	77	NUM
ajema-7186	508	2	.	.	PUNCT
ajema-7186	509	1	v.	v.	PROPN
ajema-7186	509	2	r.	r.	PROPN
ajema-7186	509	3	vemula	vemula	PROPN
ajema-7186	509	4	,	,	PUNCT
ajema-7186	509	5	"	"	PUNCT
ajema-7186	509	6	blockchain	blockchain	NOUN
ajema-7186	509	7	beyond	beyond	ADP
ajema-7186	509	8	cryptocurrencies	cryptocurrencie	NOUN
ajema-7186	509	9	:	:	PUNCT
ajema-7186	509	10	securing	secure	VERB
ajema-7186	509	11	iot	iot	PROPN
ajema-7186	509	12	networks	network	NOUN
ajema-7186	509	13	with	with	ADP
ajema-7186	509	14	decentralized	decentralized	ADJ
ajema-7186	509	15	protocols	protocol	NOUN
ajema-7186	509	16	,	,	PUNCT
ajema-7186	509	17	"	"	PUNCT
ajema-7186	509	18	int	int	NOUN
ajema-7186	509	19	.	.	PUNCT
ajema-7186	510	1	j.	j.	PROPN
ajema-7186	510	2	interdisc	interdisc	PROPN
ajema-7186	510	3	.	.	PUNCT
ajema-7186	511	1	finance	finance	NOUN
ajema-7186	511	2	insights	insight	NOUN
ajema-7186	511	3	,	,	PUNCT
ajema-7186	511	4	vol	vol	NOUN
ajema-7186	511	5	.	.	PROPN
ajema-7186	512	1	1	1	NUM
ajema-7186	512	2	,	,	PUNCT
ajema-7186	512	3	no	no	INTJ
ajema-7186	512	4	.	.	NOUN
ajema-7186	512	5	1	1	NUM
ajema-7186	512	6	,	,	PUNCT
ajema-7186	512	7	pp	pp	ADJ
ajema-7186	512	8	.	.	PUNCT
ajema-7186	513	1	1–17	1–17	PROPN
ajema-7186	513	2	,	,	PUNCT
ajema-7186	513	3	feb	feb	PROPN
ajema-7186	513	4	.	.	PROPN
ajema-7186	513	5	2022	2022	NUM
ajema-7186	513	6	.	.	PUNCT
ajema-7186	514	1	78	78	NUM
ajema-7186	514	2	.	.	PUNCT
ajema-7186	515	1	v.	v.	ADP
ajema-7186	515	2	r.	r.	PROPN
ajema-7186	515	3	vemula	vemula	PROPN
ajema-7186	515	4	and	and	CCONJ
ajema-7186	515	5	t.	t.	NOUN
ajema-7186	515	6	yarraguntla	yarraguntla	NOUN
ajema-7186	515	7	,	,	PUNCT
ajema-7186	515	8	"	"	PUNCT
ajema-7186	515	9	mitigating	mitigate	VERB
ajema-7186	515	10	insider	insider	NOUN
ajema-7186	515	11	threats	threat	NOUN
ajema-7186	515	12	through	through	ADP
ajema-7186	515	13	behavioural	behavioural	ADJ
ajema-7186	515	14	analytics	analytic	NOUN
ajema-7186	515	15	and	and	CCONJ
ajema-7186	515	16	cybersecurity	cybersecurity	NOUN
ajema-7186	515	17	policies	policy	NOUN
ajema-7186	515	18	,	,	PUNCT
ajema-7186	515	19	"	"	PUNCT
ajema-7186	515	20	int	int	NOUN
ajema-7186	515	21	.	.	PUNCT
ajema-7186	516	1	meridian	meridian	PROPN
ajema-7186	516	2	j.	j.	PROPN
ajema-7186	516	3	,	,	PUNCT
ajema-7186	516	4	vol	vol	NOUN
ajema-7186	516	5	.	.	PROPN
ajema-7186	517	1	3	3	NUM
ajema-7186	517	2	,	,	PUNCT
ajema-7186	517	3	no	no	INTJ
ajema-7186	517	4	.	.	NOUN
ajema-7186	517	5	3	3	NUM
ajema-7186	517	6	,	,	PUNCT
ajema-7186	517	7	pp	pp	ADJ
ajema-7186	517	8	.	.	PUNCT
ajema-7186	518	1	1–20	1–20	NUM
ajema-7186	518	2	,	,	PUNCT
ajema-7186	518	3	apr	apr	PROPN
ajema-7186	518	4	.	.	PROPN
ajema-7186	518	5	2021	2021	NUM
ajema-7186	518	6	.	.	PUNCT
ajema-7186	519	1	79	79	NUM
ajema-7186	519	2	.	.	PUNCT
ajema-7186	520	1	l.	l.	PROPN
ajema-7186	520	2	n.	n.	PROPN
ajema-7186	520	3	r.	r.	PROPN
ajema-7186	520	4	mudunuri	mudunuri	PROPN
ajema-7186	520	5	,	,	PUNCT
ajema-7186	520	6	m.	m.	NOUN
ajema-7186	520	7	hullurappa	hullurappa	PROPN
ajema-7186	520	8	,	,	PUNCT
ajema-7186	520	9	v.	v.	PROPN
ajema-7186	520	10	r.	r.	PROPN
ajema-7186	520	11	vemula	vemula	PROPN
ajema-7186	520	12	,	,	PUNCT
ajema-7186	520	13	and	and	CCONJ
ajema-7186	520	14	p.	p.	PROPN
ajema-7186	520	15	selvakumar	selvakumar	PROPN
ajema-7186	520	16	,	,	PUNCT
ajema-7186	520	17	“	"	PUNCT
ajema-7186	520	18	ai	ai	ADJ
ajema-7186	520	19	-	-	PUNCT
ajema-7186	520	20	powered	powered	ADJ
ajema-7186	520	21	leadership	leadership	NOUN
ajema-7186	520	22	:	:	PUNCT
ajema-7186	520	23	shaping	shape	VERB
ajema-7186	520	24	the	the	DET
ajema-7186	520	25	future	future	NOUN
ajema-7186	520	26	of	of	ADP
ajema-7186	520	27	management	management	NOUN
ajema-7186	520	28	,	,	PUNCT
ajema-7186	520	29	”	"	PUNCT
ajema-7186	520	30	in	in	ADP
ajema-7186	520	31	advances	advance	NOUN
ajema-7186	520	32	in	in	ADP
ajema-7186	520	33	business	business	NOUN
ajema-7186	520	34	strategy	strategy	NOUN
ajema-7186	520	35	and	and	CCONJ
ajema-7186	520	36	competitive	competitive	ADJ
ajema-7186	520	37	advantage	advantage	NOUN
ajema-7186	520	38	,	,	PUNCT
ajema-7186	520	39	igi	igi	PROPN
ajema-7186	520	40	global	global	PROPN
ajema-7186	520	41	,	,	PUNCT
ajema-7186	520	42	usa	usa	PROPN
ajema-7186	520	43	,	,	PUNCT
ajema-7186	520	44	pp	pp	X
ajema-7186	520	45	.	.	PUNCT
ajema-7186	521	1	127–152	127–152	NUM
ajema-7186	521	2	,	,	PUNCT
ajema-7186	521	3	2024	2024	NUM
ajema-7186	521	4	.	.	PUNCT
ajema-7186	522	1	80	80	NUM
ajema-7186	522	2	.	.	PUNCT
ajema-7186	523	1	v.	v.	PROPN
ajema-7186	523	2	r.	r.	PROPN
ajema-7186	523	3	vemula	vemula	PROPN
ajema-7186	523	4	,	,	PUNCT
ajema-7186	523	5	“	"	PUNCT
ajema-7186	523	6	integrating	integrate	VERB
ajema-7186	523	7	green	green	ADJ
ajema-7186	523	8	infrastructure	infrastructure	NOUN
ajema-7186	523	9	with	with	ADP
ajema-7186	523	10	ai	ai	ADJ
ajema-7186	523	11	-	-	PUNCT
ajema-7186	523	12	driven	drive	VERB
ajema-7186	523	13	dynamic	dynamic	ADJ
ajema-7186	523	14	workload	workload	NOUN
ajema-7186	523	15	optimization	optimization	NOUN
ajema-7186	523	16	for	for	ADP
ajema-7186	523	17	sustainable	sustainable	ADJ
ajema-7186	523	18	cloud	cloud	NOUN
ajema-7186	523	19	computing	computing	NOUN
ajema-7186	523	20	,	,	PUNCT
ajema-7186	523	21	”	"	PUNCT
ajema-7186	523	22	in	in	ADP
ajema-7186	523	23	advances	advance	NOUN
ajema-7186	523	24	in	in	ADP
ajema-7186	523	25	public	public	ADJ
ajema-7186	523	26	policy	policy	NOUN
ajema-7186	523	27	and	and	CCONJ
ajema-7186	523	28	administration	administration	NOUN
ajema-7186	523	29	,	,	PUNCT
ajema-7186	523	30	igi	igi	PROPN
ajema-7186	523	31	global	global	PROPN
ajema-7186	523	32	,	,	PUNCT
ajema-7186	523	33	usa	usa	PROPN
ajema-7186	523	34	,	,	PUNCT
ajema-7186	523	35	pp	pp	X
ajema-7186	523	36	.	.	PUNCT
ajema-7186	524	1	423–442	423–442	NUM
ajema-7186	524	2	,	,	PUNCT
ajema-7186	524	3	2024	2024	NUM
ajema-7186	524	4	.	.	PUNCT
ajema-7186	525	1	81	81	NUM
ajema-7186	525	2	.	.	PUNCT
ajema-7186	526	1	v.	v.	PROPN
ajema-7186	526	2	r.	r.	PROPN
ajema-7186	526	3	vemula	vemula	PROPN
ajema-7186	526	4	,	,	PUNCT
ajema-7186	526	5	t.	t.	NOUN
ajema-7186	526	6	yarraguntla	yarraguntla	NOUN
ajema-7186	526	7	,	,	PUNCT
ajema-7186	526	8	and	and	CCONJ
ajema-7186	526	9	s.	s.	PROPN
ajema-7186	526	10	v.	v.	PROPN
ajema-7186	526	11	nandelli	nandelli	PROPN
ajema-7186	526	12	,	,	PUNCT
ajema-7186	526	13	"	"	PUNCT
ajema-7186	526	14	blockchain	blockchain	PROPN
ajema-7186	526	15	-	-	PUNCT
ajema-7186	526	16	enabled	enable	VERB
ajema-7186	526	17	secure	secure	ADJ
ajema-7186	526	18	access	access	NOUN
ajema-7186	526	19	control	control	NOUN
ajema-7186	526	20	frameworks	framework	NOUN
ajema-7186	526	21	for	for	ADP
ajema-7186	526	22	iot	iot	ADJ
ajema-7186	526	23	networks	network	NOUN
ajema-7186	526	24	,	,	PUNCT
ajema-7186	526	25	"	"	PUNCT
ajema-7186	526	26	int	int	NOUN
ajema-7186	526	27	.	.	PUNCT
ajema-7186	527	1	numeric	numeric	PROPN
ajema-7186	527	2	j.	j.	PROPN
ajema-7186	527	3	mach	mach	PROPN
ajema-7186	527	4	.	.	PUNCT
ajema-7186	528	1	learn	learn	NOUN
ajema-7186	528	2	.	.	PUNCT
ajema-7186	529	1	robots	robot	NOUN
ajema-7186	529	2	,	,	PUNCT
ajema-7186	529	3	vol	vol	NOUN
ajema-7186	529	4	.	.	PROPN
ajema-7186	529	5	4	4	NUM
ajema-7186	529	6	,	,	PUNCT
ajema-7186	529	7	no	no	INTJ
ajema-7186	529	8	.	.	NOUN
ajema-7186	529	9	4	4	NUM
ajema-7186	529	10	,	,	PUNCT
ajema-7186	529	11	pp	pp	PROPN
ajema-7186	529	12	.	.	PUNCT
ajema-7186	530	1	1–16	1–16	PROPN
ajema-7186	530	2	,	,	PUNCT
ajema-7186	530	3	mar	mar	PROPN
ajema-7186	530	4	.	.	PROPN
ajema-7186	530	5	2020	2020	NUM
ajema-7186	530	6	.	.	PUNCT
ajema-7186	531	1	82	82	NUM
ajema-7186	531	2	.	.	PUNCT
ajema-7186	532	1	v.	v.	PROPN
ajema-7186	532	2	r.	r.	PROPN
ajema-7186	532	3	vemula	vemula	PROPN
ajema-7186	532	4	,	,	PUNCT
ajema-7186	532	5	"	"	PUNCT
ajema-7186	532	6	privacy	privacy	NOUN
ajema-7186	532	7	-	-	PUNCT
ajema-7186	532	8	preserving	preserve	VERB
ajema-7186	532	9	techniques	technique	NOUN
ajema-7186	532	10	for	for	ADP
ajema-7186	532	11	secure	secure	ADJ
ajema-7186	532	12	data	datum	NOUN
ajema-7186	532	13	sharing	sharing	NOUN
ajema-7186	532	14	in	in	ADP
ajema-7186	532	15	cloud	cloud	ADJ
ajema-7186	532	16	environments	environment	NOUN
ajema-7186	532	17	,	,	PUNCT
ajema-7186	532	18	"	"	PUNCT
ajema-7186	532	19	multidisc	multidisc	NOUN
ajema-7186	532	20	.	.	PUNCT
ajema-7186	533	1	int	int	NOUN
ajema-7186	533	2	.	.	PUNCT
ajema-7186	534	1	journal	journal	PROPN
ajema-7186	534	2	,	,	PUNCT
ajema-7186	534	3	vol	vol	NOUN
ajema-7186	534	4	.	.	NOUN
ajema-7186	534	5	9	9	NUM
ajema-7186	534	6	,	,	PUNCT
ajema-7186	534	7	no.1	no.1	NUM
ajema-7186	534	8	,	,	PUNCT
ajema-7186	534	9	pp	pp	ADJ
ajema-7186	534	10	.	.	PUNCT
ajema-7186	535	1	210–220	210–220	NUM
ajema-7186	535	2	.	.	NOUN
ajema-7186	535	3	83	83	NUM
ajema-7186	535	4	.	.	PUNCT
ajema-7186	536	1	e.	e.	PROPN
ajema-7186	536	2	g.	g.	PROPN
ajema-7186	536	3	f.	f.	PROPN
ajema-7186	536	4	,	,	PUNCT
ajema-7186	536	5	s.	s.	PROPN
ajema-7186	536	6	sheeja	sheeja	PROPN
ajema-7186	536	7	,	,	PUNCT
ajema-7186	536	8	john	john	PROPN
ajema-7186	536	9	,	,	PUNCT
ajema-7186	536	10	a.	a.	PROPN
ajema-7186	536	11	,	,	PUNCT
ajema-7186	536	12	and	and	CCONJ
ajema-7186	536	13	j.	j.	PROPN
ajema-7186	536	14	joseph	joseph	PROPN
ajema-7186	536	15	,	,	PUNCT
ajema-7186	536	16	“	"	PUNCT
ajema-7186	536	17	intrusion	intrusion	NOUN
ajema-7186	536	18	detection	detection	NOUN
ajema-7186	536	19	system	system	NOUN
ajema-7186	536	20	with	with	ADP
ajema-7186	536	21	an	an	DET
ajema-7186	536	22	ensemble	ensemble	ADJ
ajema-7186	536	23	dae	dae	NOUN
ajema-7186	536	24	and	and	CCONJ
ajema-7186	536	25	bilstm	bilstm	NOUN
ajema-7186	536	26	in	in	ADP
ajema-7186	536	27	the	the	DET
ajema-7186	536	28	fog	fog	NOUN
ajema-7186	536	29	layer	layer	NOUN
ajema-7186	536	30	of	of	ADP
ajema-7186	536	31	iot	iot	PROPN
ajema-7186	536	32	networks	network	NOUN
ajema-7186	536	33	,	,	PUNCT
ajema-7186	536	34	”	"	PUNCT
ajema-7186	536	35	journal	journal	NOUN
ajema-7186	536	36	of	of	ADP
ajema-7186	536	37	applied	apply	VERB
ajema-7186	536	38	research	research	NOUN
ajema-7186	536	39	and	and	CCONJ
ajema-7186	536	40	technology	technology	NOUN
ajema-7186	536	41	,	,	PUNCT
ajema-7186	536	42	vol	vol	NOUN
ajema-7186	536	43	.	.	PROPN
ajema-7186	536	44	22	22	NUM
ajema-7186	536	45	,	,	PUNCT
ajema-7186	536	46	no.6	no.6	PROPN
ajema-7186	536	47	,	,	PUNCT
ajema-7186	536	48	pp	pp	X
ajema-7186	536	49	.	.	PUNCT
ajema-7186	537	1	846–862	846–862	NUM
ajema-7186	537	2	,	,	PUNCT
ajema-7186	537	3	2024	2024	NUM
ajema-7186	537	4	.	.	PUNCT
ajema-7186	538	1	https://jart.icat.unam.mx/index.php/jart/article/view/2485	https://jart.icat.unam.mx/index.php/jart/article/view/2485	PROPN
ajema-7186	538	2	84	84	NUM
ajema-7186	538	3	.	.	PUNCT
ajema-7186	539	1	e.	e.	PROPN
ajema-7186	539	2	geo	geo	PROPN
ajema-7186	539	3	francis	francis	PROPN
ajema-7186	539	4	,	,	PUNCT
ajema-7186	539	5	s.	s.	PROPN
ajema-7186	539	6	sheeja	sheeja	PROPN
ajema-7186	539	7	,	,	PUNCT
ajema-7186	539	8	e.f	e.f	PROPN
ajema-7186	539	9	.	.	PROPN
ajema-7186	539	10	antony	antony	PROPN
ajema-7186	539	11	john	john	PROPN
ajema-7186	539	12	and	and	CCONJ
ajema-7186	539	13	jismy	jismy	PROPN
ajema-7186	539	14	joseph	joseph	PROPN
ajema-7186	539	15	,	,	PUNCT
ajema-7186	539	16	“	"	PUNCT
ajema-7186	539	17	an	an	DET
ajema-7186	539	18	efficient	efficient	ADJ
ajema-7186	539	19	intrusion	intrusion	NOUN
ajema-7186	539	20	detection	detection	NOUN
ajema-7186	539	21	system	system	NOUN
ajema-7186	539	22	using	use	VERB
ajema-7186	539	23	a	a	DET
ajema-7186	539	24	multiscale	multiscale	ADJ
ajema-7186	539	25	deep	deep	ADJ
ajema-7186	539	26	bi	bi	ADJ
ajema-7186	539	27	-	-	ADJ
ajema-7186	539	28	directional	directional	ADJ
ajema-7186	539	29	gru	gru	NOUN
ajema-7186	539	30	network	network	NOUN
ajema-7186	539	31	to	to	PART
ajema-7186	539	32	detect	detect	VERB
ajema-7186	539	33	blackhole	blackhole	NOUN
ajema-7186	539	34	attacks	attack	NOUN
ajema-7186	539	35	in	in	ADP
ajema-7186	539	36	iot	iot	PROPN
ajema-7186	539	37	based	base	VERB
ajema-7186	539	38	wsns	wsns	NOUN
ajema-7186	539	39	,	,	PUNCT
ajema-7186	539	40	”	"	PUNCT
ajema-7186	539	41	journal	journal	NOUN
ajema-7186	539	42	of	of	ADP
ajema-7186	539	43	multiscale	multiscale	PROPN
ajema-7186	539	44	modelling	modelling	NOUN
ajema-7186	539	45	,	,	PUNCT
ajema-7186	539	46	vol	vol	NOUN
ajema-7186	539	47	.	.	PROPN
ajema-7186	539	48	15	15	NUM
ajema-7186	539	49	,	,	PUNCT
ajema-7186	539	50	no	no	INTJ
ajema-7186	539	51	.	.	NOUN
ajema-7186	539	52	3	3	NUM
ajema-7186	539	53	,	,	PUNCT
ajema-7186	539	54	2024	2024	NUM
ajema-7186	539	55	.	.	PUNCT
ajema-7186	539	56	85	85	NUM
ajema-7186	539	57	.	.	PUNCT
ajema-7186	540	1	e.	e.	PROPN
ajema-7186	540	2	geo	geo	PROPN
ajema-7186	540	3	francis	francis	PROPN
ajema-7186	540	4	,	,	PUNCT
ajema-7186	540	5	s.	s.	PROPN
ajema-7186	540	6	sheeja	sheeja	PROPN
ajema-7186	540	7	,	,	PUNCT
ajema-7186	540	8	e.	e.	PROPN
ajema-7186	540	9	f.	f.	PROPN
ajema-7186	540	10	antony	antony	PROPN
ajema-7186	540	11	john	john	PROPN
ajema-7186	540	12	and	and	CCONJ
ajema-7186	540	13	j.	j.	PROPN
ajema-7186	540	14	jismy	jismy	PROPN
ajema-7186	540	15	,	,	PUNCT
ajema-7186	540	16	"	"	PUNCT
ajema-7186	540	17	iot	iot	ADJ
ajema-7186	540	18	network	network	NOUN
ajema-7186	540	19	security	security	NOUN
ajema-7186	540	20	with	with	ADP
ajema-7186	540	21	pca	pca	PROPN
ajema-7186	540	22	and	and	CCONJ
ajema-7186	540	23	deep	deep	ADJ
ajema-7186	540	24	learning	learning	NOUN
ajema-7186	540	25	for	for	ADP
ajema-7186	540	26	unmasking	unmask	VERB
ajema-7186	540	27	anomalies	anomaly	NOUN
ajema-7186	540	28	,	,	PUNCT
ajema-7186	540	29	"	"	PUNCT
ajema-7186	540	30	2024	2024	NUM
ajema-7186	540	31	ieee	ieee	NOUN
ajema-7186	540	32	13th	13th	NOUN
ajema-7186	540	33	international	international	ADJ
ajema-7186	540	34	conference	conference	NOUN
ajema-7186	540	35	on	on	ADP
ajema-7186	540	36	communication	communication	NOUN
ajema-7186	540	37	systems	system	NOUN
ajema-7186	540	38	and	and	CCONJ
ajema-7186	540	39	network	network	NOUN
ajema-7186	540	40	technologies	technology	NOUN
ajema-7186	540	41	(	(	PUNCT
ajema-7186	540	42	csnt	csnt	NOUN
ajema-7186	540	43	)	)	PUNCT
ajema-7186	540	44	,	,	PUNCT
ajema-7186	540	45	jabalpur	jabalpur	PROPN
ajema-7186	540	46	,	,	PUNCT
ajema-7186	540	47	india	india	PROPN
ajema-7186	540	48	,	,	PUNCT
ajema-7186	540	49	2024	2024	NUM
ajema-7186	540	50	,	,	PUNCT
ajema-7186	540	51	pp	pp	PROPN
ajema-7186	540	52	.	.	PUNCT
ajema-7186	541	1	322	322	NUM
ajema-7186	541	2	-	-	SYM
ajema-7186	541	3	328	328	NUM
ajema-7186	541	4	.	.	PUNCT
ajema-7186	542	1	86	86	NUM
ajema-7186	542	2	.	.	PUNCT
ajema-7186	543	1	e.	e.	PROPN
ajema-7186	543	2	geo	geo	PROPN
ajema-7186	543	3	francis	francis	PROPN
ajema-7186	543	4	and	and	CCONJ
ajema-7186	543	5	s.	s.	PROPN
ajema-7186	543	6	sheeja	sheeja	PROPN
ajema-7186	543	7	.	.	PUNCT
ajema-7186	544	1	“	"	PUNCT
ajema-7186	544	2	idssa	idssa	ADJ
ajema-7186	544	3	:	:	PUNCT
ajema-7186	544	4	an	an	DET
ajema-7186	544	5	intrusion	intrusion	NOUN
ajema-7186	544	6	detection	detection	NOUN
ajema-7186	544	7	system	system	NOUN
ajema-7186	544	8	with	with	ADP
ajema-7186	544	9	self	self	NOUN
ajema-7186	544	10	-	-	PUNCT
ajema-7186	544	11	adaptive	adaptive	ADJ
ajema-7186	544	12	capabilities	capability	NOUN
ajema-7186	544	13	for	for	ADP
ajema-7186	544	14	strengthening	strengthen	VERB
ajema-7186	544	15	the	the	DET
ajema-7186	544	16	iot	iot	NOUN
ajema-7186	544	17	network	network	NOUN
ajema-7186	544	18	security	security	NOUN
ajema-7186	544	19	,	,	PUNCT
ajema-7186	544	20	”	"	PUNCT
ajema-7186	544	21	advances	advance	NOUN
ajema-7186	544	22	in	in	ADP
ajema-7186	544	23	computational	computational	ADJ
ajema-7186	544	24	intelligence	intelligence	NOUN
ajema-7186	544	25	and	and	CCONJ
ajema-7186	544	26	informatics	informatics	PROPN
ajema-7186	544	27	(	(	PUNCT
ajema-7186	544	28	icacii	icacii	NOUN
ajema-7186	544	29	)	)	PUNCT
ajema-7186	544	30	,	,	PUNCT
ajema-7186	544	31	hyderbad	hyderbad	PROPN
ajema-7186	544	32	,	,	PUNCT
ajema-7186	544	33	india	india	PROPN
ajema-7186	544	34	,	,	PUNCT
ajema-7186	544	35	2024	2024	NUM
ajema-7186	544	36	,	,	PUNCT
ajema-7186	544	37	lecture	lecture	NOUN
ajema-7186	544	38	notes	note	NOUN
ajema-7186	544	39	in	in	ADP
ajema-7186	544	40	networks	network	NOUN
ajema-7186	544	41	and	and	CCONJ
ajema-7186	544	42	systems	system	NOUN
ajema-7186	544	43	,	,	PUNCT
ajema-7186	544	44	vol	vol	NOUN
ajema-7186	544	45	993	993	NUM
ajema-7186	544	46	,	,	PUNCT
ajema-7186	544	47	pp	pp	ADJ
ajema-7186	544	48	.	.	PUNCT
ajema-7186	545	1	23	23	NUM
ajema-7186	545	2	-	-	SYM
ajema-7186	545	3	30	30	NUM
ajema-7186	545	4	.	.	PUNCT
ajema-7186	546	1	87	87	NUM
ajema-7186	546	2	.	.	PUNCT
ajema-7186	547	1	e.	e.	PROPN
ajema-7186	547	2	geo	geo	PROPN
ajema-7186	547	3	francis	francis	PROPN
ajema-7186	547	4	and	and	CCONJ
ajema-7186	547	5	s.	s.	PROPN
ajema-7186	547	6	sheeja	sheeja	PROPN
ajema-7186	547	7	.	.	PUNCT
ajema-7186	548	1	“	"	PUNCT
ajema-7186	548	2	chaotic	chaotic	ADJ
ajema-7186	548	3	resilience	resilience	NOUN
ajema-7186	548	4	:	:	PUNCT
ajema-7186	548	5	enhancing	enhance	VERB
ajema-7186	548	6	iot	iot	ADJ
ajema-7186	548	7	security	security	NOUN
ajema-7186	548	8	through	through	ADP
ajema-7186	548	9	dynamic	dynamic	ADJ
ajema-7186	548	10	data	datum	NOUN
ajema-7186	548	11	encryption	encryption	NOUN
ajema-7186	548	12	,	,	PUNCT
ajema-7186	548	13	”	"	PUNCT
ajema-7186	548	14	intelligent	intelligent	ADJ
ajema-7186	548	15	informatics	informatic	NOUN
ajema-7186	548	16	.	.	PUNCT
ajema-7186	549	1	(	(	PUNCT
ajema-7186	549	2	isi	isi	PROPN
ajema-7186	549	3	)	)	PUNCT
ajema-7186	549	4	,	,	PUNCT
ajema-7186	549	5	bangalore	bangalore	PROPN
ajema-7186	549	6	,	,	PUNCT
ajema-7186	549	7	india	india	PROPN
ajema-7186	549	8	,	,	PUNCT
ajema-7186	549	9	2024	2024	NUM
ajema-7186	549	10	,	,	PUNCT
ajema-7186	549	11	smart	smart	ADJ
ajema-7186	549	12	innovation	innovation	NOUN
ajema-7186	549	13	,	,	PUNCT
ajema-7186	549	14	systems	system	NOUN
ajema-7186	549	15	and	and	CCONJ
ajema-7186	549	16	technologies	technology	NOUN
ajema-7186	549	17	,	,	PUNCT
ajema-7186	549	18	vol	vol	NOUN
ajema-7186	549	19	389	389	NUM
ajema-7186	549	20	,	,	PUNCT
ajema-7186	549	21	pp	pp	ADP
ajema-7186	549	22	331–344	331–344	NUM
ajema-7186	549	23	.	.	PUNCT
ajema-7186	550	1	88	88	NUM
ajema-7186	550	2	.	.	PUNCT
ajema-7186	551	1	s.	s.	PROPN
ajema-7186	551	2	chundru	chundru	PROPN
ajema-7186	551	3	,	,	PUNCT
ajema-7186	551	4	"	"	PUNCT
ajema-7186	551	5	beyond	beyond	ADP
ajema-7186	551	6	rules	rule	NOUN
ajema-7186	551	7	-	-	PUNCT
ajema-7186	551	8	based	base	VERB
ajema-7186	551	9	systems	system	NOUN
ajema-7186	551	10	:	:	PUNCT
ajema-7186	551	11	ai	ai	VERB
ajema-7186	551	12	-	-	PUNCT
ajema-7186	551	13	powered	power	VERB
ajema-7186	551	14	solutions	solution	NOUN
ajema-7186	551	15	for	for	ADP
ajema-7186	551	16	ensuring	ensure	VERB
ajema-7186	551	17	data	datum	NOUN
ajema-7186	551	18	trustworthiness	trustworthiness	NOUN
ajema-7186	551	19	,	,	PUNCT
ajema-7186	551	20	"	"	PUNCT
ajema-7186	551	21	international	international	ADJ
ajema-7186	551	22	transactions	transaction	NOUN
ajema-7186	551	23	in	in	ADP
ajema-7186	551	24	artificial	artificial	ADJ
ajema-7186	551	25	intelligence	intelligence	NOUN
ajema-7186	551	26	,	,	PUNCT
ajema-7186	551	27	vol	vol	NOUN
ajema-7186	551	28	.	.	PROPN
ajema-7186	551	29	7	7	NUM
ajema-7186	551	30	,	,	PUNCT
ajema-7186	551	31	no	no	INTJ
ajema-7186	551	32	.	.	NOUN
ajema-7186	551	33	7	7	NUM
ajema-7186	551	34	,	,	PUNCT
ajema-7186	551	35	p.	p.	NOUN
ajema-7186	551	36	17	17	NUM
ajema-7186	551	37	,	,	PUNCT
ajema-7186	551	38	2023	2023	NUM
ajema-7186	551	39	.	.	PUNCT
ajema-7186	552	1	189	189	NUM
ajema-7186	552	2	journal	journal	NOUN
ajema-7186	552	3	of	of	ADP
ajema-7186	552	4	engineering	engineering	NOUN
ajema-7186	552	5	,	,	PUNCT
ajema-7186	552	6	mechanics	mechanic	NOUN
ajema-7186	552	7	and	and	CCONJ
ajema-7186	552	8	architecture	architecture	NOUN
ajema-7186	552	9	www	www	NOUN
ajema-7186	552	10	.	.	PUNCT
ajema-7186	553	1	grnjournal.us	grnjournal.us	X
ajema-7186	553	2	89	89	NUM
ajema-7186	553	3	.	.	PUNCT
ajema-7186	554	1	s.	s.	PROPN
ajema-7186	554	2	chundru	chundru	PROPN
ajema-7186	554	3	,	,	PUNCT
ajema-7186	554	4	"	"	PUNCT
ajema-7186	554	5	seeing	see	VERB
ajema-7186	554	6	through	through	ADP
ajema-7186	554	7	machines	machine	NOUN
ajema-7186	554	8	:	:	PUNCT
ajema-7186	554	9	leveraging	leverage	VERB
ajema-7186	554	10	ai	ai	VERB
ajema-7186	554	11	for	for	ADP
ajema-7186	554	12	enhanced	enhanced	ADJ
ajema-7186	554	13	and	and	CCONJ
ajema-7186	554	14	automated	automate	VERB
ajema-7186	554	15	data	datum	NOUN
ajema-7186	554	16	storytelling	storytelle	VERB
ajema-7186	554	17	,	,	PUNCT
ajema-7186	554	18	"	"	PUNCT
ajema-7186	554	19	international	international	ADJ
ajema-7186	554	20	journal	journal	NOUN
ajema-7186	554	21	of	of	ADP
ajema-7186	554	22	innovations	innovation	NOUN
ajema-7186	554	23	in	in	ADP
ajema-7186	554	24	scientific	scientific	ADJ
ajema-7186	554	25	engineering	engineering	NOUN
ajema-7186	554	26	,	,	PUNCT
ajema-7186	554	27	vol	vol	NOUN
ajema-7186	554	28	.	.	PROPN
ajema-7186	554	29	18	18	NUM
ajema-7186	554	30	,	,	PUNCT
ajema-7186	554	31	no	no	INTJ
ajema-7186	554	32	.	.	NOUN
ajema-7186	554	33	1	1	NUM
ajema-7186	554	34	,	,	PUNCT
ajema-7186	554	35	pp	pp	ADJ
ajema-7186	554	36	.	.	PUNCT
ajema-7186	555	1	47	47	NUM
ajema-7186	555	2	-	-	SYM
ajema-7186	555	3	57	57	NUM
ajema-7186	555	4	,	,	PUNCT
ajema-7186	555	5	2023	2023	NUM
ajema-7186	555	6	.	.	PUNCT
ajema-7186	556	1	90	90	NUM
ajema-7186	556	2	.	.	PUNCT
ajema-7186	557	1	s.	s.	PROPN
ajema-7186	557	2	chundru	chundru	PROPN
ajema-7186	557	3	,	,	PUNCT
ajema-7186	557	4	"	"	PUNCT
ajema-7186	557	5	cloud	cloud	NOUN
ajema-7186	557	6	-	-	PUNCT
ajema-7186	557	7	enabled	enable	VERB
ajema-7186	557	8	financial	financial	ADJ
ajema-7186	557	9	data	datum	NOUN
ajema-7186	557	10	integration	integration	NOUN
ajema-7186	557	11	and	and	CCONJ
ajema-7186	557	12	automation	automation	NOUN
ajema-7186	557	13	:	:	PUNCT
ajema-7186	557	14	leveraging	leverage	VERB
ajema-7186	557	15	data	datum	NOUN
ajema-7186	557	16	in	in	ADP
ajema-7186	557	17	the	the	DET
ajema-7186	557	18	cloud	cloud	NOUN
ajema-7186	557	19	,	,	PUNCT
ajema-7186	557	20	"	"	PUNCT
ajema-7186	557	21	international	international	ADJ
ajema-7186	557	22	journal	journal	NOUN
ajema-7186	557	23	of	of	ADP
ajema-7186	557	24	innovations	innovation	NOUN
ajema-7186	557	25	in	in	ADP
ajema-7186	557	26	applied	applied	ADJ
ajema-7186	557	27	sciences	sciences	PROPN
ajema-7186	557	28	&	&	CCONJ
ajema-7186	557	29	engineering	engineering	PROPN
ajema-7186	557	30	,	,	PUNCT
ajema-7186	557	31	vol	vol	NOUN
ajema-7186	557	32	.	.	PROPN
ajema-7186	557	33	8	8	NUM
ajema-7186	557	34	,	,	PUNCT
ajema-7186	557	35	no	no	INTJ
ajema-7186	557	36	.	.	NOUN
ajema-7186	557	37	1	1	NUM
ajema-7186	557	38	,	,	PUNCT
ajema-7186	557	39	pp	pp	ADJ
ajema-7186	557	40	.	.	PUNCT
ajema-7186	558	1	197	197	NUM
ajema-7186	558	2	-	-	SYM
ajema-7186	558	3	213	213	NUM
ajema-7186	558	4	,	,	PUNCT
ajema-7186	558	5	2022	2022	NUM
ajema-7186	558	6	.	.	PUNCT
ajema-7186	559	1	91	91	NUM
ajema-7186	559	2	.	.	PUNCT
ajema-7186	560	1	s.	s.	PROPN
ajema-7186	560	2	chundru	chundru	PROPN
ajema-7186	560	3	,	,	PUNCT
ajema-7186	560	4	"	"	PUNCT
ajema-7186	560	5	leveraging	leverage	VERB
ajema-7186	560	6	ai	ai	VERB
ajema-7186	560	7	for	for	ADP
ajema-7186	560	8	data	data	NOUN
ajema-7186	560	9	provenance	provenance	NOUN
ajema-7186	560	10	:	:	PUNCT
ajema-7186	560	11	enhancing	enhance	VERB
ajema-7186	560	12	tracking	tracking	NOUN
ajema-7186	560	13	and	and	CCONJ
ajema-7186	560	14	verification	verification	NOUN
ajema-7186	560	15	of	of	ADP
ajema-7186	560	16	data	datum	NOUN
ajema-7186	560	17	lineage	lineage	NOUN
ajema-7186	560	18	in	in	ADP
ajema-7186	560	19	fate	fate	ADJ
ajema-7186	560	20	assessment	assessment	NOUN
ajema-7186	560	21	,	,	PUNCT
ajema-7186	560	22	"	"	PUNCT
ajema-7186	560	23	international	international	ADJ
ajema-7186	560	24	journal	journal	NOUN
ajema-7186	560	25	of	of	ADP
ajema-7186	560	26	inventions	invention	NOUN
ajema-7186	560	27	in	in	ADP
ajema-7186	560	28	engineering	engineering	NOUN
ajema-7186	560	29	&	&	CCONJ
ajema-7186	560	30	science	science	PROPN
ajema-7186	560	31	technology	technology	PROPN
ajema-7186	560	32	,	,	PUNCT
ajema-7186	560	33	vol	vol	NOUN
ajema-7186	560	34	.	.	PROPN
ajema-7186	560	35	7	7	NUM
ajema-7186	560	36	,	,	PUNCT
ajema-7186	560	37	no.1	no.1	NUM
ajema-7186	560	38	,	,	PUNCT
ajema-7186	560	39	pp	pp	ADJ
ajema-7186	560	40	.	.	PUNCT
ajema-7186	561	1	87	87	NUM
ajema-7186	561	2	-	-	SYM
ajema-7186	561	3	104	104	NUM
ajema-7186	561	4	,	,	PUNCT
ajema-7186	561	5	2021	2021	NUM
ajema-7186	561	6	.	.	PUNCT
ajema-7186	562	1	92	92	NUM
ajema-7186	562	2	.	.	PUNCT
ajema-7186	563	1	s.	s.	PROPN
ajema-7186	563	2	chundru	chundru	PROPN
ajema-7186	563	3	,	,	PUNCT
ajema-7186	563	4	"	"	PUNCT
ajema-7186	563	5	ensuring	ensure	VERB
ajema-7186	563	6	data	datum	NOUN
ajema-7186	563	7	integrity	integrity	NOUN
ajema-7186	563	8	through	through	ADP
ajema-7186	563	9	robustness	robustness	NOUN
ajema-7186	563	10	and	and	CCONJ
ajema-7186	563	11	explainability	explainability	NOUN
ajema-7186	563	12	in	in	ADP
ajema-7186	563	13	ai	ai	PROPN
ajema-7186	563	14	models	model	NOUN
ajema-7186	563	15	,	,	PUNCT
ajema-7186	563	16	"	"	PUNCT
ajema-7186	563	17	transactions	transaction	NOUN
ajema-7186	563	18	on	on	ADP
ajema-7186	563	19	latest	late	ADJ
ajema-7186	563	20	trends	trend	NOUN
ajema-7186	563	21	in	in	ADP
ajema-7186	563	22	artificial	artificial	ADJ
ajema-7186	563	23	intelligence	intelligence	NOUN
ajema-7186	563	24	,	,	PUNCT
ajema-7186	563	25	vol	vol	NOUN
ajema-7186	563	26	.	.	PROPN
ajema-7186	563	27	1	1	NUM
ajema-7186	563	28	,	,	PUNCT
ajema-7186	563	29	no	no	INTJ
ajema-7186	563	30	.	.	NOUN
ajema-7186	563	31	1	1	NUM
ajema-7186	563	32	,	,	PUNCT
ajema-7186	563	33	pp	pp	ADJ
ajema-7186	563	34	.	.	PUNCT
ajema-7186	564	1	1	1	NUM
ajema-7186	564	2	-	-	SYM
ajema-7186	564	3	19	19	NUM
ajema-7186	564	4	,	,	PUNCT
ajema-7186	564	5	2020	2020	NUM
ajema-7186	564	6	.	.	PUNCT
ajema-7186	565	1	93	93	NUM
ajema-7186	565	2	.	.	PUNCT
ajema-7186	566	1	o.	o.	PROPN
ajema-7186	566	2	krishnamurthy	krishnamurthy	PROPN
ajema-7186	566	3	,	,	PUNCT
ajema-7186	566	4	"	"	PUNCT
ajema-7186	566	5	advancing	advance	VERB
ajema-7186	566	6	sustainable	sustainable	ADJ
ajema-7186	566	7	cybersecurity	cybersecurity	NOUN
ajema-7186	566	8	:	:	PUNCT
ajema-7186	566	9	exploring	explore	VERB
ajema-7186	566	10	trends	trend	NOUN
ajema-7186	566	11	and	and	CCONJ
ajema-7186	566	12	overcoming	overcome	VERB
ajema-7186	566	13	challenges	challenge	NOUN
ajema-7186	566	14	with	with	ADP
ajema-7186	566	15	generative	generative	ADJ
ajema-7186	566	16	ai	ai	NOUN
ajema-7186	566	17	,	,	PUNCT
ajema-7186	566	18	"	"	PUNCT
ajema-7186	566	19	in	in	ADP
ajema-7186	566	20	proceedings	proceeding	NOUN
ajema-7186	566	21	of	of	ADP
ajema-7186	566	22	the	the	DET
ajema-7186	566	23	international	international	ADJ
ajema-7186	566	24	conference	conference	NOUN
ajema-7186	566	25	on	on	ADP
ajema-7186	566	26	sustainable	sustainable	ADJ
ajema-7186	566	27	development	development	NOUN
ajema-7186	566	28	,	,	PUNCT
ajema-7186	566	29	machine	machine	NOUN
ajema-7186	566	30	learning	learning	NOUN
ajema-7186	566	31	,	,	PUNCT
ajema-7186	566	32	ai	ai	VERB
ajema-7186	566	33	and	and	CCONJ
ajema-7186	566	34	iot	iot	ADJ
ajema-7186	566	35	,	,	PUNCT
ajema-7186	566	36	apr	apr	PROPN
ajema-7186	566	37	.	.	PROPN
ajema-7186	566	38	28	28	NUM
ajema-7186	566	39	,	,	PUNCT
ajema-7186	566	40	2024	2024	NUM
ajema-7186	566	41	.	.	PUNCT
ajema-7186	567	1	94	94	NUM
ajema-7186	567	2	.	.	PUNCT
ajema-7186	568	1	shawkat	shawkat	PROPN
ajema-7186	568	2	,	,	PUNCT
ajema-7186	568	3	a.	a.	PROPN
ajema-7186	568	4	al	al	PROPN
ajema-7186	568	5	-	-	PUNCT
ajema-7186	568	6	attar	attar	PROPN
ajema-7186	568	7	,	,	PUNCT
ajema-7186	568	8	b.	b.	PROPN
ajema-7186	568	9	abd	abd	PROPN
ajema-7186	568	10	,	,	PUNCT
ajema-7186	568	11	l.	l.	PROPN
ajema-7186	568	12	reddy	reddy	PROPN
ajema-7186	568	13	,	,	PUNCT
ajema-7186	568	14	h.	h.	PROPN
ajema-7186	568	15	sekhar	sekhar	PROPN
ajema-7186	568	16	,	,	PUNCT
ajema-7186	568	17	r.	r.	PROPN
ajema-7186	568	18	shah	shah	PROPN
ajema-7186	568	19	,	,	PUNCT
ajema-7186	568	20	p.	p.	PROPN
ajema-7186	568	21	parihar	parihar	PROPN
ajema-7186	568	22	,	,	PUNCT
ajema-7186	568	23	s.	s.	PROPN
ajema-7186	568	24	kallam	kallam	PROPN
ajema-7186	568	25	,	,	PUNCT
ajema-7186	568	26	s.	s.	PROPN
ajema-7186	568	27	fadhil	fadhil	PROPN
ajema-7186	568	28	,	,	PUNCT
ajema-7186	568	29	j.	j.	PROPN
ajema-7186	568	30	muwafaq	muwafaq	PROPN
ajema-7186	568	31	,	,	PUNCT
ajema-7186	568	32	h.	h.	NOUN
ajema-7186	569	1	"	"	PUNCT
ajema-7186	569	2	efforts	effort	NOUN
ajema-7186	569	3	of	of	ADP
ajema-7186	569	4	neutrosophic	neutrosophic	ADJ
ajema-7186	569	5	logic	logic	NOUN
ajema-7186	569	6	in	in	ADP
ajema-7186	569	7	medical	medical	ADJ
ajema-7186	569	8	image	image	NOUN
ajema-7186	569	9	processing	processing	NOUN
ajema-7186	569	10	and	and	CCONJ
ajema-7186	569	11	analysis	analysis	NOUN
ajema-7186	569	12	,	,	PUNCT
ajema-7186	569	13	"	"	PUNCT
ajema-7186	569	14	international	international	ADJ
ajema-7186	569	15	journal	journal	NOUN
ajema-7186	569	16	of	of	ADP
ajema-7186	569	17	neutrosophic	neutrosophic	ADJ
ajema-7186	569	18	science	science	NOUN
ajema-7186	569	19	,	,	PUNCT
ajema-7186	569	20	vol.24	vol.24	NOUN
ajema-7186	569	21	,	,	PUNCT
ajema-7186	569	22	no.4	no.4	PROPN
ajema-7186	569	23	,	,	PUNCT
ajema-7186	569	24	pp	pp	ADJ
ajema-7186	569	25	.	.	PUNCT
ajema-7186	569	26	376	376	NUM
ajema-7186	569	27	-	-	SYM
ajema-7186	569	28	388	388	NUM
ajema-7186	569	29	,	,	PUNCT
ajema-7186	569	30	2024	2024	NUM
ajema-7186	569	31	.	.	PUNCT
ajema-7186	570	1	95	95	NUM
ajema-7186	570	2	.	.	PUNCT
ajema-7186	570	3	shawkat	shawkat	PROPN
ajema-7186	570	4	,	,	PUNCT
ajema-7186	570	5	a.	a.	PROPN
ajema-7186	570	6	dheyaa	dheyaa	PROPN
ajema-7186	570	7	,	,	PUNCT
ajema-7186	570	8	a.	a.	PROPN
ajema-7186	570	9	abd	abd	PROPN
ajema-7186	570	10	,	,	PUNCT
ajema-7186	570	11	l.	l.	PROPN
ajema-7186	570	12	reddy	reddy	PROPN
ajema-7186	570	13	,	,	PUNCT
ajema-7186	570	14	h.	h.	PROPN
ajema-7186	570	15	sekhar	sekhar	PROPN
ajema-7186	570	16	,	,	PUNCT
ajema-7186	570	17	r.	r.	PROPN
ajema-7186	570	18	shah	shah	PROPN
ajema-7186	570	19	,	,	PUNCT
ajema-7186	570	20	p.	p.	NOUN
ajema-7186	570	21	bachute	bachute	PROPN
ajema-7186	570	22	,	,	PUNCT
ajema-7186	570	23	m.	m.	NOUN
ajema-7186	570	24	fadhil	fadhil	PROPN
ajema-7186	570	25	,	,	PUNCT
ajema-7186	570	26	j.	j.	PROPN
ajema-7186	570	27	muwafaq	muwafaq	PROPN
ajema-7186	570	28	,	,	PUNCT
ajema-7186	570	29	h.	h.	PROPN
ajema-7186	570	30	"	"	PUNCT
ajema-7186	570	31	neutrosophic	neutrosophic	ADJ
ajema-7186	570	32	sets	set	NOUN
ajema-7186	570	33	in	in	ADP
ajema-7186	570	34	big	big	ADJ
ajema-7186	570	35	data	datum	NOUN
ajema-7186	570	36	analytics	analytic	NOUN
ajema-7186	570	37	:	:	PUNCT
ajema-7186	570	38	a	a	DET
ajema-7186	570	39	novel	novel	ADJ
ajema-7186	570	40	approach	approach	NOUN
ajema-7186	570	41	for	for	ADP
ajema-7186	570	42	feature	feature	NOUN
ajema-7186	570	43	selection	selection	NOUN
ajema-7186	570	44	and	and	CCONJ
ajema-7186	570	45	classification	classification	NOUN
ajema-7186	570	46	,	,	PUNCT
ajema-7186	570	47	"	"	PUNCT
ajema-7186	570	48	international	international	ADJ
ajema-7186	570	49	journal	journal	NOUN
ajema-7186	570	50	of	of	ADP
ajema-7186	570	51	neutrosophic	neutrosophic	ADJ
ajema-7186	570	52	science	science	NOUN
ajema-7186	570	53	,	,	PUNCT
ajema-7186	570	54	vol.25	vol.25	ADJ
ajema-7186	570	55	,	,	PUNCT
ajema-7186	570	56	no.1	no.1	NUM
ajema-7186	570	57	,	,	PUNCT
ajema-7186	570	58	pp	pp	ADJ
ajema-7186	570	59	.	.	PUNCT
ajema-7186	571	1	428	428	NUM
ajema-7186	571	2	-	-	SYM
ajema-7186	571	3	438	438	NUM
ajema-7186	571	4	,	,	PUNCT
ajema-7186	571	5	2025	2025	NUM
ajema-7186	571	6	.	.	PUNCT
ajema-7186	572	1	96	96	NUM
ajema-7186	572	2	.	.	X
ajema-7186	572	3	shah	shah	NOUN
ajema-7186	572	4	,	,	PUNCT
ajema-7186	572	5	p.	p.	PROPN
ajema-7186	572	6	;	;	PUNCT
ajema-7186	572	7	sekhar	sekhar	PROPN
ajema-7186	572	8	,	,	PUNCT
ajema-7186	572	9	r.	r.	PROPN
ajema-7186	572	10	;	;	PUNCT
ajema-7186	572	11	sharma	sharma	PROPN
ajema-7186	572	12	,	,	PUNCT
ajema-7186	572	13	d.	d.	PROPN
ajema-7186	572	14	;	;	PUNCT
ajema-7186	572	15	penubadi	penubadi	PROPN
ajema-7186	572	16	,	,	PUNCT
ajema-7186	572	17	h.r	h.r	PROPN
ajema-7186	572	18	.	.	PROPN
ajema-7186	572	19	fractional	fractional	ADJ
ajema-7186	572	20	order	order	NOUN
ajema-7186	572	21	control	control	NOUN
ajema-7186	572	22	:	:	PUNCT
ajema-7186	572	23	a	a	DET
ajema-7186	572	24	bibliometric	bibliometric	ADJ
ajema-7186	572	25	analysis	analysis	NOUN
ajema-7186	572	26	(	(	PUNCT
ajema-7186	572	27	2000–2022	2000–2022	NUM
ajema-7186	572	28	)	)	PUNCT
ajema-7186	572	29	.	.	PUNCT
ajema-7186	573	1	results	result	NOUN
ajema-7186	573	2	control	control	PROPN
ajema-7186	573	3	optim	optim	ADJ
ajema-7186	573	4	.	.	PUNCT
ajema-7186	574	1	2024	2024	NUM
ajema-7186	574	2	,	,	PUNCT
ajema-7186	574	3	14	14	NUM
ajema-7186	574	4	,	,	PUNCT
ajema-7186	574	5	100366	100366	NUM
ajema-7186	574	6	.	.	PUNCT
ajema-7186	575	1	97	97	NUM
ajema-7186	575	2	.	.	PUNCT
ajema-7186	576	1	h.	h.	PROPN
ajema-7186	576	2	r.	r.	PROPN
ajema-7186	576	3	penubadi	penubadi	PROPN
ajema-7186	576	4	et	et	PROPN
ajema-7186	576	5	al	al	PROPN
ajema-7186	576	6	.	.	PROPN
ajema-7186	576	7	,	,	PUNCT
ajema-7186	576	8	"	"	PUNCT
ajema-7186	576	9	sustainable	sustainable	ADJ
ajema-7186	576	10	electronic	electronic	ADJ
ajema-7186	576	11	document	document	NOUN
ajema-7186	576	12	security	security	NOUN
ajema-7186	576	13	:	:	PUNCT
ajema-7186	576	14	a	a	DET
ajema-7186	576	15	comprehensive	comprehensive	ADJ
ajema-7186	576	16	framework	framework	NOUN
ajema-7186	576	17	integrating	integrate	VERB
ajema-7186	576	18	encryption	encryption	NOUN
ajema-7186	576	19	,	,	PUNCT
ajema-7186	576	20	digital	digital	ADJ
ajema-7186	576	21	signature	signature	NOUN
ajema-7186	576	22	and	and	CCONJ
ajema-7186	576	23	watermarking	watermarke	VERB
ajema-7186	576	24	algorithms	algorithm	NOUN
ajema-7186	576	25	,	,	PUNCT
ajema-7186	576	26	"	"	PUNCT
ajema-7186	576	27	herit	herit	NOUN
ajema-7186	576	28	.	.	PUNCT
ajema-7186	577	1	sustain	sustain	VERB
ajema-7186	577	2	.	.	PUNCT
ajema-7186	578	1	dev	dev	PROPN
ajema-7186	578	2	.	.	PROPN
ajema-7186	578	3	,	,	PUNCT
ajema-7186	578	4	vol	vol	NOUN
ajema-7186	578	5	.	.	PROPN
ajema-7186	578	6	5	5	NUM
ajema-7186	578	7	,	,	PUNCT
ajema-7186	578	8	no	no	INTJ
ajema-7186	578	9	.	.	NOUN
ajema-7186	578	10	2	2	NUM
ajema-7186	578	11	,	,	PUNCT
ajema-7186	578	12	pp	pp	ADJ
ajema-7186	578	13	.	.	PUNCT
ajema-7186	579	1	391–404	391–404	NUM
ajema-7186	579	2	,	,	PUNCT
ajema-7186	579	3	2023	2023	NUM
ajema-7186	579	4	.	.	PUNCT
ajema-7186	580	1	98	98	NUM
ajema-7186	580	2	.	.	PUNCT
ajema-7186	580	3	z.	z.	PROPN
ajema-7186	580	4	a.	a.	PROPN
ajema-7186	580	5	jaaz	jaaz	PROPN
ajema-7186	580	6	,	,	PUNCT
ajema-7186	580	7	m.	m.	PROPN
ajema-7186	580	8	e.	e.	PROPN
ajema-7186	580	9	rusli	rusli	PROPN
ajema-7186	580	10	,	,	PUNCT
ajema-7186	580	11	n.	n.	PROPN
ajema-7186	580	12	a.	a.	NOUN
ajema-7186	580	13	rahmat	rahmat	PROPN
ajema-7186	580	14	,	,	PUNCT
ajema-7186	580	15	i.	i.	PROPN
ajema-7186	580	16	y.	y.	PROPN
ajema-7186	580	17	khudhair	khudhair	PROPN
ajema-7186	580	18	,	,	PUNCT
ajema-7186	580	19	i.	i.	PROPN
ajema-7186	580	20	al	al	PROPN
ajema-7186	580	21	barazanchi	barazanchi	PROPN
ajema-7186	580	22	and	and	CCONJ
ajema-7186	580	23	h.	h.	PROPN
ajema-7186	580	24	s.	s.	PROPN
ajema-7186	580	25	mehdy	mehdy	PROPN
ajema-7186	580	26	,	,	PUNCT
ajema-7186	580	27	"	"	PUNCT
ajema-7186	580	28	a	a	DET
ajema-7186	580	29	review	review	NOUN
ajema-7186	580	30	on	on	ADP
ajema-7186	580	31	energy	energy	NOUN
ajema-7186	580	32	-	-	PUNCT
ajema-7186	580	33	efficient	efficient	ADJ
ajema-7186	580	34	smart	smart	ADJ
ajema-7186	580	35	home	home	NOUN
ajema-7186	580	36	load	load	NOUN
ajema-7186	580	37	forecasting	forecasting	NOUN
ajema-7186	580	38	techniques	technique	NOUN
ajema-7186	580	39	"	"	PUNCT
ajema-7186	580	40	,	,	PUNCT
ajema-7186	580	41	int	int	PROPN
ajema-7186	580	42	.	.	PUNCT
ajema-7186	580	43	conf	conf	PROPN
ajema-7186	580	44	.	.	PUNCT
ajema-7186	581	1	electr	electr	PROPN
ajema-7186	581	2	.	.	PUNCT
ajema-7186	582	1	eng	eng	PROPN
ajema-7186	582	2	.	.	PUNCT
ajema-7186	583	1	comput	comput	PROPN
ajema-7186	583	2	.	.	PUNCT
ajema-7186	584	1	sci	sci	PROPN
ajema-7186	584	2	.	.	PUNCT
ajema-7186	585	1	informatics	informatics	PROPN
ajema-7186	585	2	,	,	PUNCT
ajema-7186	585	3	vol	vol	NOUN
ajema-7186	585	4	.	.	PUNCT
ajema-7186	585	5	202l	202l	NOUN
ajema-7186	585	6	-	-	PUNCT
ajema-7186	585	7	octob	octob	NOUN
ajema-7186	585	8	,	,	PUNCT
ajema-7186	585	9	no	no	INTJ
ajema-7186	585	10	.	.	PUNCT
ajema-7186	586	1	october	october	PROPN
ajema-7186	586	2	,	,	PUNCT
ajema-7186	586	3	pp	pp	PROPN
ajema-7186	586	4	.	.	PUNCT
ajema-7186	587	1	233	233	NUM
ajema-7186	587	2	-	-	SYM
ajema-7186	587	3	240	240	NUM
ajema-7186	587	4	,	,	PUNCT
ajema-7186	587	5	2021	2021	NUM
ajema-7186	587	6	.	.	PUNCT
ajema-7186	588	1	99	99	NUM
ajema-7186	588	2	.	.	PUNCT
ajema-7186	588	3	i.	i.	PROPN
ajema-7186	588	4	al	al	PROPN
ajema-7186	588	5	barazanchi	barazanchi	PROPN
ajema-7186	588	6	,	,	PUNCT
ajema-7186	588	7	w.	w.	PROPN
ajema-7186	588	8	hashim	hashim	PROPN
ajema-7186	588	9	,	,	PUNCT
ajema-7186	588	10	r.	r.	PROPN
ajema-7186	588	11	thabit	thabit	PROPN
ajema-7186	588	12	,	,	PUNCT
ajema-7186	588	13	r.	r.	PROPN
ajema-7186	588	14	sekhar	sekhar	PROPN
ajema-7186	588	15	,	,	PUNCT
ajema-7186	588	16	p.	p.	NOUN
ajema-7186	588	17	shah	shah	PROPN
ajema-7186	588	18	and	and	CCONJ
ajema-7186	588	19	h.	h.	PROPN
ajema-7186	588	20	r.	r.	PROPN
ajema-7186	588	21	penubadi	penubadi	PROPN
ajema-7186	588	22	,	,	PUNCT
ajema-7186	588	23	"	"	PUNCT
ajema-7186	588	24	secure	secure	ADJ
ajema-7186	588	25	and	and	CCONJ
ajema-7186	588	26	efficient	efficient	ADJ
ajema-7186	588	27	classification	classification	NOUN
ajema-7186	588	28	of	of	ADP
ajema-7186	588	29	trusted	trust	VERB
ajema-7186	588	30	and	and	CCONJ
ajema-7186	588	31	untrusted	untrusted	ADJ
ajema-7186	588	32	nodes	node	NOUN
ajema-7186	588	33	in	in	ADP
ajema-7186	588	34	wireless	wireless	ADJ
ajema-7186	588	35	body	body	NOUN
ajema-7186	588	36	area	area	NOUN
ajema-7186	588	37	networks	network	NOUN
ajema-7186	588	38	:	:	PUNCT
ajema-7186	588	39	a	a	DET
ajema-7186	588	40	survey	survey	NOUN
ajema-7186	588	41	of	of	ADP
ajema-7186	588	42	techniques	technique	NOUN
ajema-7186	588	43	and	and	CCONJ
ajema-7186	588	44	applications	application	NOUN
ajema-7186	588	45	"	"	PUNCT
ajema-7186	588	46	,	,	PUNCT
ajema-7186	588	47	forthcoming	forthcoming	ADJ
ajema-7186	588	48	networks	network	NOUN
ajema-7186	588	49	and	and	CCONJ
ajema-7186	588	50	sustainability	sustainability	NOUN
ajema-7186	588	51	in	in	ADP
ajema-7186	588	52	the	the	DET
ajema-7186	588	53	aiot	aiot	NOUN
ajema-7186	588	54	era	era	NOUN
ajema-7186	588	55	,	,	PUNCT
ajema-7186	588	56	pp	pp	ADP
ajema-7186	588	57	.	.	PUNCT
ajema-7186	589	1	254	254	NUM
ajema-7186	589	2	-	-	SYM
ajema-7186	589	3	264	264	NUM
ajema-7186	589	4	,	,	PUNCT
ajema-7186	589	5	2024	2024	NUM
ajema-7186	589	6	.	.	PUNCT
ajema-7186	590	1	100	100	NUM
ajema-7186	590	2	.	.	X
ajema-7186	591	1	abdulshaheed	abdulshaheed	ADJ
ajema-7186	591	2	,	,	PUNCT
ajema-7186	591	3	h	h	NOUN
ajema-7186	591	4	r	r	NOUN
ajema-7186	591	5	,	,	PUNCT
ajema-7186	591	6	penubadi	penubadi	NOUN
ajema-7186	591	7	,	,	PUNCT
ajema-7186	591	8	h	h	NOUN
ajema-7186	591	9	r	r	NOUN
ajema-7186	591	10	,	,	PUNCT
ajema-7186	591	11	sekhar	sekhar	PROPN
ajema-7186	591	12	,	,	PUNCT
ajema-7186	591	13	r	r	NOUN
ajema-7186	591	14	,	,	PUNCT
ajema-7186	591	15	tawfeq	tawfeq	NOUN
ajema-7186	591	16	,	,	PUNCT
ajema-7186	591	17	j	j	PROPN
ajema-7186	591	18	f	f	PROPN
ajema-7186	591	19	,	,	PUNCT
ajema-7186	591	20	abdulbaq	abdulbaq	PROPN
ajema-7186	591	21	,	,	PUNCT
ajema-7186	591	22	a	a	DET
ajema-7186	591	23	s	s	PROPN
ajema-7186	591	24	,	,	PUNCT
ajema-7186	591	25	radhi	radhi	NOUN
ajema-7186	591	26	,	,	PUNCT
ajema-7186	591	27	a	a	DET
ajema-7186	591	28	d	d	PROPN
ajema-7186	591	29	,	,	PUNCT
ajema-7186	591	30	shah	shah	NOUN
ajema-7186	591	31	,	,	PUNCT
ajema-7186	591	32	p	p	X
ajema-7186	591	33	,	,	PUNCT
ajema-7186	591	34	gheni	gheni	ADJ
ajema-7186	591	35	,	,	PUNCT
ajema-7186	591	36	h	h	NOUN
ajema-7186	591	37	m	m	PROPN
ajema-7186	591	38	,	,	PUNCT
ajema-7186	591	39	khatwani	khatwani	PROPN
ajema-7186	591	40	,	,	PUNCT
ajema-7186	591	41	r	r	NOUN
ajema-7186	591	42	,	,	PUNCT
ajema-7186	591	43	nanda	nanda	NOUN
ajema-7186	591	44	,	,	PUNCT
ajema-7186	591	45	n	n	CCONJ
ajema-7186	591	46	,	,	PUNCT
ajema-7186	591	47	mitra	mitra	PROPN
ajema-7186	591	48	,	,	PUNCT
ajema-7186	591	49	p	p	PROPN
ajema-7186	591	50	k	k	PROPN
ajema-7186	591	51	,	,	PUNCT
ajema-7186	591	52	aanand	aanand	PROPN
ajema-7186	591	53	,	,	PUNCT
ajema-7186	591	54	s	s	PART
ajema-7186	591	55	and	and	CCONJ
ajema-7186	591	56	niu	niu	PROPN
ajema-7186	591	57	,	,	PUNCT
ajema-7186	591	58	y	y	PROPN
ajema-7186	591	59	,	,	PUNCT
ajema-7186	591	60	2024	2024	NUM
ajema-7186	591	61	.	.	PUNCT
ajema-7186	592	1	sustainable	sustainable	ADJ
ajema-7186	592	2	optimizing	optimize	VERB
ajema-7186	592	3	wmn	wmn	NOUN
ajema-7186	592	4	performance	performance	NOUN
ajema-7186	592	5	through	through	ADP
ajema-7186	592	6	meta	meta	ADJ
ajema-7186	592	7	-	-	PUNCT
ajema-7186	592	8	heuristic	heuristic	ADJ
ajema-7186	592	9	tdma	tdma	NOUN
ajema-7186	592	10	link	link	NOUN
ajema-7186	592	11	scheduling	scheduling	NOUN
ajema-7186	592	12	and	and	CCONJ
ajema-7186	592	13	routing	routing	NOUN
ajema-7186	592	14	.	.	PUNCT
ajema-7186	593	1	heritage	heritage	NOUN
ajema-7186	593	2	and	and	CCONJ
ajema-7186	593	3	sustainable	sustainable	ADJ
ajema-7186	593	4	development	development	NOUN
ajema-7186	593	5	.	.	PUNCT
ajema-7186	594	1	online	online	PROPN
ajema-7186	594	2	.	.	PUNCT
ajema-7186	595	1	2024	2024	NUM
ajema-7186	595	2	.	.	PUNCT
ajema-7186	596	1	vol	vol	NOUN
ajema-7186	596	2	.	.	PROPN
ajema-7186	597	1	6	6	NUM
ajema-7186	597	2	,	,	PUNCT
ajema-7186	597	3	no	no	INTJ
ajema-7186	597	4	.	.	NOUN
ajema-7186	597	5	1	1	NUM
ajema-7186	597	6	,	,	PUNCT
ajema-7186	597	7	p.	p.	NOUN
ajema-7186	597	8	111	111	NUM
ajema-7186	597	9	–	–	PUNCT
ajema-7186	597	10	126	126	NUM
ajema-7186	597	11	.	.	PUNCT
ajema-7186	598	1	101	101	NUM
ajema-7186	598	2	.	.	PUNCT
ajema-7186	599	1	o.	o.	PROPN
ajema-7186	599	2	krishnamurthy	krishnamurthy	PROPN
ajema-7186	599	3	,	,	PUNCT
ajema-7186	599	4	"	"	PUNCT
ajema-7186	599	5	enhancing	enhance	VERB
ajema-7186	599	6	cyber	cyber	ADJ
ajema-7186	599	7	security	security	NOUN
ajema-7186	599	8	enhancement	enhancement	NOUN
ajema-7186	599	9	through	through	ADP
ajema-7186	599	10	generative	generative	ADJ
ajema-7186	599	11	ai	ai	NOUN
ajema-7186	599	12	,	,	PUNCT
ajema-7186	599	13	"	"	PUNCT
ajema-7186	599	14	international	international	ADJ
ajema-7186	599	15	journal	journal	NOUN
ajema-7186	599	16	of	of	ADP
ajema-7186	599	17	universal	universal	ADJ
ajema-7186	599	18	science	science	NOUN
ajema-7186	599	19	and	and	CCONJ
ajema-7186	599	20	engineering	engineering	NOUN
ajema-7186	599	21	,	,	PUNCT
ajema-7186	599	22	vol	vol	NOUN
ajema-7186	599	23	.	.	PROPN
ajema-7186	600	1	9	9	NUM
ajema-7186	600	2	,	,	PUNCT
ajema-7186	600	3	no	no	INTJ
ajema-7186	600	4	.	.	NOUN
ajema-7186	600	5	1	1	NUM
ajema-7186	600	6	,	,	PUNCT
ajema-7186	600	7	pp	pp	ADJ
ajema-7186	600	8	.	.	PUNCT
ajema-7186	601	1	35–50	35–50	NUM
ajema-7186	601	2	,	,	PUNCT
ajema-7186	601	3	2023	2023	NUM
ajema-7186	601	4	.	.	PUNCT
ajema-7186	602	1	102	102	NUM
ajema-7186	602	2	.	.	PUNCT
ajema-7186	602	3	o.	o.	PROPN
ajema-7186	602	4	krishnamurthy	krishnamurthy	PROPN
ajema-7186	602	5	,	,	PUNCT
ajema-7186	602	6	"	"	PUNCT
ajema-7186	602	7	impact	impact	NOUN
ajema-7186	602	8	of	of	ADP
ajema-7186	602	9	generative	generative	NOUN
ajema-7186	602	10	ai	ai	VERB
ajema-7186	602	11	in	in	ADP
ajema-7186	602	12	cybersecurity	cybersecurity	NOUN
ajema-7186	602	13	and	and	CCONJ
ajema-7186	602	14	privacy	privacy	NOUN
ajema-7186	602	15	,	,	PUNCT
ajema-7186	602	16	"	"	PUNCT
ajema-7186	602	17	international	international	ADJ
ajema-7186	602	18	journal	journal	NOUN
ajema-7186	602	19	of	of	ADP
ajema-7186	602	20	advances	advance	NOUN
ajema-7186	602	21	in	in	ADP
ajema-7186	602	22	engineering	engineering	NOUN
ajema-7186	602	23	research	research	NOUN
ajema-7186	602	24	,	,	PUNCT
ajema-7186	602	25	vol	vol	NOUN
ajema-7186	602	26	.	.	PROPN
ajema-7186	602	27	27	27	NUM
ajema-7186	602	28	,	,	PUNCT
ajema-7186	602	29	no	no	INTJ
ajema-7186	602	30	.	.	NOUN
ajema-7186	602	31	1	1	NUM
ajema-7186	602	32	,	,	PUNCT
ajema-7186	602	33	pp	pp	ADJ
ajema-7186	602	34	.	.	PUNCT
ajema-7186	603	1	26–38	26–38	NUM
ajema-7186	603	2	,	,	PUNCT
ajema-7186	603	3	2024	2024	NUM
ajema-7186	603	4	.	.	PUNCT
ajema-7186	604	1	103	103	NUM
ajema-7186	604	2	.	.	PUNCT
ajema-7186	604	3	k.	k.	PROPN
ajema-7186	604	4	oku	oku	PROPN
ajema-7186	604	5	,	,	PUNCT
ajema-7186	604	6	r.	r.	PROPN
ajema-7186	604	7	k.	k.	PROPN
ajema-7186	604	8	vaddy	vaddy	PROPN
ajema-7186	604	9	,	,	PUNCT
ajema-7186	604	10	a.	a.	NOUN
ajema-7186	604	11	yada	yada	NOUN
ajema-7186	604	12	,	,	PUNCT
ajema-7186	604	13	and	and	CCONJ
ajema-7186	604	14	r.	r.	PROPN
ajema-7186	604	15	k.	k.	PROPN
ajema-7186	604	16	batchu	batchu	PROPN
ajema-7186	604	17	,	,	PUNCT
ajema-7186	604	18	"	"	PUNCT
ajema-7186	604	19	data	data	NOUN
ajema-7186	604	20	engineering	engineering	NOUN
ajema-7186	604	21	excellence	excellence	PROPN
ajema-7186	604	22	:	:	PUNCT
ajema-7186	604	23	a	a	DET
ajema-7186	604	24	catalyst	catalyst	NOUN
ajema-7186	604	25	for	for	ADP
ajema-7186	604	26	advanced	advanced	ADJ
ajema-7186	604	27	data	datum	NOUN
ajema-7186	604	28	analytics	analytic	NOUN
ajema-7186	604	29	in	in	ADP
ajema-7186	604	30	modern	modern	ADJ
ajema-7186	604	31	organizations	organization	NOUN
ajema-7186	604	32	,	,	PUNCT
ajema-7186	604	33	"	"	PUNCT
ajema-7186	604	34	international	international	ADJ
ajema-7186	604	35	journal	journal	NOUN
ajema-7186	604	36	of	of	ADP
ajema-7186	604	37	creative	creative	ADJ
ajema-7186	604	38	research	research	NOUN
ajema-7186	604	39	in	in	ADP
ajema-7186	604	40	computer	computer	NOUN
ajema-7186	604	41	technology	technology	NOUN
ajema-7186	604	42	and	and	CCONJ
ajema-7186	604	43	design	design	NOUN
ajema-7186	604	44	,	,	PUNCT
ajema-7186	604	45	vol	vol	NOUN
ajema-7186	604	46	.	.	PROPN
ajema-7186	604	47	6	6	NUM
ajema-7186	604	48	,	,	PUNCT
ajema-7186	604	49	no	no	INTJ
ajema-7186	604	50	.	.	NOUN
ajema-7186	604	51	6	6	NUM
ajema-7186	604	52	,	,	PUNCT
ajema-7186	604	53	pp	pp	ADJ
ajema-7186	604	54	.	.	PUNCT
ajema-7186	605	1	1–10	1–10	NOUN
ajema-7186	605	2	,	,	PUNCT
ajema-7186	605	3	2024	2024	NUM
ajema-7186	605	4	.	.	PUNCT
ajema-7186	606	1	190	190	NUM
ajema-7186	606	2	journal	journal	NOUN
ajema-7186	606	3	of	of	ADP
ajema-7186	606	4	engineering	engineering	NOUN
ajema-7186	606	5	,	,	PUNCT
ajema-7186	606	6	mechanics	mechanic	NOUN
ajema-7186	606	7	and	and	CCONJ
ajema-7186	606	8	architecture	architecture	NOUN
ajema-7186	606	9	www	www	NOUN
ajema-7186	606	10	.	.	PUNCT
ajema-7186	607	1	grnjournal.us	grnjournal.us	X
ajema-7186	607	2	104	104	NUM
ajema-7186	607	3	.	.	PUNCT
ajema-7186	608	1	k.	k.	PROPN
ajema-7186	608	2	oku	oku	PROPN
ajema-7186	608	3	,	,	PUNCT
ajema-7186	608	4	l.	l.	PROPN
ajema-7186	608	5	s.	s.	PROPN
ajema-7186	608	6	samayamantri	samayamantri	PROPN
ajema-7186	608	7	,	,	PUNCT
ajema-7186	608	8	s.	s.	PROPN
ajema-7186	608	9	singhal	singhal	PROPN
ajema-7186	608	10	,	,	PUNCT
ajema-7186	608	11	and	and	CCONJ
ajema-7186	608	12	r.	r.	PROPN
ajema-7186	608	13	steffi	steffi	PROPN
ajema-7186	608	14	,	,	PUNCT
ajema-7186	608	15	“	"	PUNCT
ajema-7186	608	16	decoding	decode	VERB
ajema-7186	608	17	ai	ai	NOUN
ajema-7186	608	18	decisions	decision	NOUN
ajema-7186	608	19	on	on	ADP
ajema-7186	608	20	depth	depth	NOUN
ajema-7186	608	21	map	map	NOUN
ajema-7186	608	22	analysis	analysis	NOUN
ajema-7186	608	23	for	for	ADP
ajema-7186	608	24	enhanced	enhanced	ADJ
ajema-7186	608	25	interpretability	interpretability	NOUN
ajema-7186	608	26	,	,	PUNCT
ajema-7186	608	27	”	"	PUNCT
ajema-7186	608	28	in	in	ADP
ajema-7186	608	29	advances	advance	NOUN
ajema-7186	608	30	in	in	ADP
ajema-7186	608	31	computer	computer	NOUN
ajema-7186	608	32	and	and	CCONJ
ajema-7186	608	33	electrical	electrical	ADJ
ajema-7186	608	34	engineering	engineering	NOUN
ajema-7186	608	35	,	,	PUNCT
ajema-7186	608	36	igi	igi	PROPN
ajema-7186	608	37	global	global	PROPN
ajema-7186	608	38	,	,	PUNCT
ajema-7186	608	39	usa	usa	PROPN
ajema-7186	608	40	,	,	PUNCT
ajema-7186	608	41	pp	pp	X
ajema-7186	608	42	.	.	PUNCT
ajema-7186	609	1	143–164	143–164	NUM
ajema-7186	609	2	,	,	PUNCT
ajema-7186	609	3	2024	2024	NUM
ajema-7186	609	4	.	.	PUNCT
ajema-7186	610	1	105	105	NUM
ajema-7186	610	2	.	.	PUNCT
ajema-7186	610	3	l.	l.	PROPN
ajema-7186	610	4	s.	s.	PROPN
ajema-7186	610	5	samayamantri	samayamantri	PROPN
ajema-7186	610	6	,	,	PUNCT
ajema-7186	610	7	s.	s.	PROPN
ajema-7186	610	8	singhal	singhal	PROPN
ajema-7186	610	9	,	,	PUNCT
ajema-7186	610	10	o.	o.	PROPN
ajema-7186	610	11	krishnamurthy	krishnamurthy	PROPN
ajema-7186	610	12	,	,	PUNCT
ajema-7186	610	13	and	and	CCONJ
ajema-7186	610	14	r.	r.	PROPN
ajema-7186	610	15	regin	regin	PROPN
ajema-7186	610	16	,	,	PUNCT
ajema-7186	610	17	“	"	PUNCT
ajema-7186	610	18	ai	ai	ADJ
ajema-7186	610	19	-	-	PUNCT
ajema-7186	610	20	driven	drive	VERB
ajema-7186	610	21	multimodal	multimodal	NOUN
ajema-7186	610	22	approaches	approach	NOUN
ajema-7186	610	23	to	to	ADP
ajema-7186	610	24	human	human	ADJ
ajema-7186	610	25	behavior	behavior	NOUN
ajema-7186	610	26	analysis	analysis	NOUN
ajema-7186	610	27	,	,	PUNCT
ajema-7186	610	28	”	"	PUNCT
ajema-7186	610	29	in	in	ADP
ajema-7186	610	30	advances	advance	NOUN
ajema-7186	610	31	in	in	ADP
ajema-7186	610	32	computer	computer	NOUN
ajema-7186	610	33	and	and	CCONJ
ajema-7186	610	34	electrical	electrical	ADJ
ajema-7186	610	35	engineering	engineering	NOUN
ajema-7186	610	36	,	,	PUNCT
ajema-7186	610	37	igi	igi	PROPN
ajema-7186	610	38	global	global	PROPN
ajema-7186	610	39	,	,	PUNCT
ajema-7186	610	40	usa	usa	PROPN
ajema-7186	610	41	,	,	PUNCT
ajema-7186	610	42	pp	pp	X
ajema-7186	610	43	.	.	PUNCT
ajema-7186	611	1	485–506	485–506	NUM
ajema-7186	611	2	,	,	PUNCT
ajema-7186	611	3	2024	2024	NUM
ajema-7186	611	4	.	.	PUNCT
ajema-7186	612	1	106	106	NUM
ajema-7186	612	2	.	.	PUNCT
ajema-7186	613	1	o.	o.	PROPN
ajema-7186	613	2	krishnamurthy	krishnamurthy	PROPN
ajema-7186	613	3	,	,	PUNCT
ajema-7186	613	4	"	"	PUNCT
ajema-7186	613	5	a	a	DET
ajema-7186	613	6	mathematical	mathematical	ADJ
ajema-7186	613	7	approach	approach	NOUN
ajema-7186	613	8	(	(	PUNCT
ajema-7186	613	9	matrix	matrix	NOUN
ajema-7186	613	10	multiplication	multiplication	NOUN
ajema-7186	613	11	)	)	PUNCT
ajema-7186	613	12	,	,	PUNCT
ajema-7186	613	13	general	general	ADJ
ajema-7186	613	14	data	datum	NOUN
ajema-7186	613	15	science	science	NOUN
ajema-7186	613	16	,	,	PUNCT
ajema-7186	613	17	"	"	PUNCT
ajema-7186	613	18	international	international	ADJ
ajema-7186	613	19	journal	journal	NOUN
ajema-7186	613	20	of	of	ADP
ajema-7186	613	21	sustainable	sustainable	ADJ
ajema-7186	613	22	development	development	NOUN
ajema-7186	613	23	in	in	ADP
ajema-7186	613	24	computing	compute	VERB
ajema-7186	613	25	science	science	NOUN
ajema-7186	613	26	,	,	PUNCT
ajema-7186	613	27	vol	vol	NOUN
ajema-7186	613	28	.	.	PROPN
ajema-7186	613	29	5	5	NUM
ajema-7186	613	30	,	,	PUNCT
ajema-7186	613	31	no	no	INTJ
ajema-7186	613	32	.	.	NOUN
ajema-7186	613	33	2	2	NUM
ajema-7186	613	34	,	,	PUNCT
ajema-7186	613	35	pp	pp	ADJ
ajema-7186	613	36	.	.	PUNCT
ajema-7186	614	1	1–22	1–22	PROPN
ajema-7186	614	2	,	,	PUNCT
ajema-7186	614	3	2023	2023	NUM
ajema-7186	614	4	.	.	PUNCT