id	sid	tid	token	lemma	pos
easat-9185	1	1	edelweiss	edelweiss	PROPN
easat-9185	1	2	applied	apply	VERB
easat-9185	1	3	science	science	NOUN
easat-9185	1	4	and	and	CCONJ
easat-9185	1	5	technology	technology	NOUN
easat-9185	1	6	issn	issn	PROPN
easat-9185	1	7	:	:	PUNCT
easat-9185	1	8	2576	2576	NUM
easat-9185	1	9	-	-	SYM
easat-9185	1	10	8484	8484	NUM
easat-9185	1	11	vol	vol	NOUN
easat-9185	1	12	.	.	PROPN
easat-9185	2	1	9	9	NUM
easat-9185	2	2	,	,	PUNCT
easat-9185	2	3	no	no	INTJ
easat-9185	2	4	.	.	NOUN
easat-9185	2	5	7	7	NUM
easat-9185	2	6	,	,	PUNCT
easat-9185	2	7	2365	2365	NUM
easat-9185	2	8	-	-	SYM
easat-9185	2	9	2381	2381	NUM
easat-9185	2	10	2025	2025	NUM
easat-9185	2	11	publisher	publisher	NOUN
easat-9185	2	12	:	:	PUNCT
easat-9185	2	13	learning	learn	VERB
easat-9185	2	14	gate	gate	NOUN
easat-9185	2	15	doi	doi	PROPN
easat-9185	2	16	:	:	PUNCT
easat-9185	2	17	10.55214/2576	10.55214/2576	NUM
easat-9185	2	18	-	-	SYM
easat-9185	2	19	8484.v9i7.9185	8484.v9i7.9185	NOUN
easat-9185	3	1	©	©	PROPN
easat-9185	3	2	2025	2025	NUM
easat-9185	3	3	by	by	ADP
easat-9185	3	4	the	the	DET
easat-9185	3	5	authors	author	NOUN
easat-9185	3	6	;	;	PUNCT
easat-9185	3	7	licensee	licensee	PROPN
easat-9185	3	8	learning	learning	NOUN
easat-9185	3	9	gate	gate	NOUN
easat-9185	3	10	©	©	PROPN
easat-9185	3	11	2025	2025	NUM
easat-9185	3	12	by	by	ADP
easat-9185	3	13	the	the	DET
easat-9185	3	14	authors	author	NOUN
easat-9185	3	15	;	;	PUNCT
easat-9185	3	16	licensee	licensee	PROPN
easat-9185	3	17	learning	learning	NOUN
easat-9185	3	18	gate	gate	NOUN
easat-9185	3	19	history	history	NOUN
easat-9185	3	20	:	:	PUNCT
easat-9185	3	21	received	receive	VERB
easat-9185	3	22	:	:	PUNCT
easat-9185	3	23	9	9	NUM
easat-9185	3	24	june	june	PROPN
easat-9185	3	25	2025	2025	NUM
easat-9185	3	26	;	;	PUNCT
easat-9185	3	27	revised	revise	VERB
easat-9185	3	28	:	:	PUNCT
easat-9185	3	29	21	21	NUM
easat-9185	3	30	june	june	PROPN
easat-9185	3	31	2025	2025	NUM
easat-9185	3	32	;	;	PUNCT
easat-9185	3	33	accepted	accept	VERB
easat-9185	3	34	:	:	PUNCT
easat-9185	3	35	24	24	NUM
easat-9185	3	36	june	june	PROPN
easat-9185	3	37	2025	2025	NUM
easat-9185	3	38	;	;	PUNCT
easat-9185	3	39	published	publish	VERB
easat-9185	3	40	:	:	PUNCT
easat-9185	4	1	31	31	NUM
easat-9185	4	2	july	july	PROPN
easat-9185	4	3	2025	2025	NUM
easat-9185	4	4	*	*	PUNCT
easat-9185	4	5	correspondence	correspondence	NOUN
easat-9185	4	6	:	:	PUNCT
easat-9185	4	7	khanhvietdm@gmail.com	khanhvietdm@gmail.com	X
easat-9185	4	8	an	an	DET
easat-9185	4	9	expert	expert	NOUN
easat-9185	4	10	system	system	NOUN
easat-9185	4	11	for	for	ADP
easat-9185	4	12	automating	automate	VERB
easat-9185	4	13	image	image	NOUN
easat-9185	4	14	and	and	CCONJ
easat-9185	4	15	video	video	NOUN
easat-9185	4	16	editing	edit	VERB
easat-9185	4	17	services	service	NOUN
easat-9185	4	18	using	use	VERB
easat-9185	4	19	ai	ai	NOUN
easat-9185	4	20	,	,	PUNCT
easat-9185	4	21	cloud	cloud	NOUN
easat-9185	4	22	and	and	CCONJ
easat-9185	4	23	blockchain	blockchain	PROPN
easat-9185	4	24	technologies	technologies	PROPN
easat-9185	4	25	nguyen	nguyen	PROPN
easat-9185	4	26	duc	duc	PROPN
easat-9185	4	27	xuan1	xuan1	PROPN
easat-9185	4	28	,	,	PUNCT
easat-9185	4	29	nguyen	nguyen	PROPN
easat-9185	4	30	ngoc	ngoc	PROPN
easat-9185	4	31	khang2	khang2	PROPN
easat-9185	4	32	,	,	PUNCT
easat-9185	4	33	pham	pham	PROPN
easat-9185	4	34	van	van	PROPN
easat-9185	4	35	khanh3	khanh3	PROPN
easat-9185	4	36	*	*	PROPN
easat-9185	5	1	1school	1school	NUM
easat-9185	5	2	of	of	ADP
easat-9185	5	3	business	business	NOUN
easat-9185	5	4	administration	administration	PROPN
easat-9185	5	5	,	,	PUNCT
easat-9185	5	6	vnu	vnu	PROPN
easat-9185	5	7	university	university	PROPN
easat-9185	5	8	of	of	ADP
easat-9185	5	9	economics	economic	NOUN
easat-9185	5	10	and	and	CCONJ
easat-9185	5	11	business	business	NOUN
easat-9185	5	12	,	,	PUNCT
easat-9185	5	13	vietnam	vietnam	PROPN
easat-9185	5	14	national	national	PROPN
easat-9185	5	15	university	university	PROPN
easat-9185	5	16	hanoi	hanoi	PROPN
easat-9185	5	17	,	,	PUNCT
easat-9185	5	18	vietnam	vietnam	PROPN
easat-9185	5	19	;	;	PUNCT
easat-9185	5	20	nguyenducxuan@vnu.edu.vn	nguyenducxuan@vnu.edu.vn	ADJ
easat-9185	5	21	(	(	PUNCT
easat-9185	5	22	n.d.x	n.d.x	NOUN
easat-9185	5	23	.	.	PUNCT
easat-9185	5	24	)	)	PUNCT
easat-9185	5	25	.	.	PUNCT
easat-9185	6	1	211	211	NUM
easat-9185	6	2	math	math	NOUN
easat-9185	6	3	1	1	NUM
easat-9185	6	4	,	,	PUNCT
easat-9185	6	5	le	le	X
easat-9185	6	6	quy	quy	PROPN
easat-9185	6	7	don	don	PROPN
easat-9185	6	8	high	high	ADJ
easat-9185	6	9	school	school	NOUN
easat-9185	6	10	for	for	ADP
easat-9185	6	11	the	the	DET
easat-9185	6	12	gifted	gifted	ADJ
easat-9185	6	13	,	,	PUNCT
easat-9185	6	14	vung	vung	PROPN
easat-9185	6	15	tau	tau	PROPN
easat-9185	6	16	,	,	PUNCT
easat-9185	6	17	vietnam	vietnam	PROPN
easat-9185	6	18	;	;	PUNCT
easat-9185	6	19	nguyenngockhangvt@gmail.com	nguyenngockhangvt@gmail.com	X
easat-9185	6	20	(	(	PUNCT
easat-9185	6	21	n.n.k	n.n.k	ADV
easat-9185	6	22	.	.	PUNCT
easat-9185	6	23	)	)	PUNCT
easat-9185	6	24	.	.	PUNCT
easat-9185	7	1	3institute	3institute	NUM
easat-9185	7	2	of	of	ADP
easat-9185	7	3	information	information	NOUN
easat-9185	7	4	technology	technology	NOUN
easat-9185	7	5	,	,	PUNCT
easat-9185	7	6	vietnam	vietnam	PROPN
easat-9185	7	7	academy	academy	PROPN
easat-9185	7	8	of	of	ADP
easat-9185	7	9	science	science	NOUN
easat-9185	7	10	and	and	CCONJ
easat-9185	7	11	technology	technology	NOUN
easat-9185	7	12	,	,	PUNCT
easat-9185	7	13	hanoi	hanoi	PROPN
easat-9185	7	14	,	,	PUNCT
easat-9185	7	15	vietnam	vietnam	PROPN
easat-9185	7	16	;	;	PUNCT
easat-9185	7	17	khanhvietdm@gmail.com	khanhvietdm@gmail.com	PROPN
easat-9185	7	18	(	(	PUNCT
easat-9185	7	19	p.v.k	p.v.k	ADJ
easat-9185	7	20	.	.	PUNCT
easat-9185	7	21	)	)	PUNCT
easat-9185	7	22	.	.	PUNCT
easat-9185	8	1	abstract	abstract	ADV
easat-9185	8	2	:	:	PUNCT
easat-9185	8	3	in	in	ADP
easat-9185	8	4	the	the	DET
easat-9185	8	5	digital	digital	ADJ
easat-9185	8	6	age	age	NOUN
easat-9185	8	7	,	,	PUNCT
easat-9185	8	8	high	high	ADJ
easat-9185	8	9	-	-	PUNCT
easat-9185	8	10	quality	quality	NOUN
easat-9185	8	11	visual	visual	ADJ
easat-9185	8	12	content	content	NOUN
easat-9185	8	13	plays	play	VERB
easat-9185	8	14	a	a	DET
easat-9185	8	15	critical	critical	ADJ
easat-9185	8	16	role	role	NOUN
easat-9185	8	17	in	in	ADP
easat-9185	8	18	marketing	marketing	NOUN
easat-9185	8	19	,	,	PUNCT
easat-9185	8	20	real	real	ADJ
easat-9185	8	21	estate	estate	NOUN
easat-9185	8	22	,	,	PUNCT
easat-9185	8	23	and	and	CCONJ
easat-9185	8	24	personal	personal	ADJ
easat-9185	8	25	branding	branding	NOUN
easat-9185	8	26	.	.	PUNCT
easat-9185	9	1	however	however	ADV
easat-9185	9	2	,	,	PUNCT
easat-9185	9	3	traditional	traditional	ADJ
easat-9185	9	4	image	image	NOUN
easat-9185	9	5	and	and	CCONJ
easat-9185	9	6	video	video	NOUN
easat-9185	9	7	editing	edit	VERB
easat-9185	9	8	workflows	workflow	NOUN
easat-9185	9	9	remain	remain	VERB
easat-9185	9	10	manual	manual	ADJ
easat-9185	9	11	,	,	PUNCT
easat-9185	9	12	fragmented	fragmented	ADJ
easat-9185	9	13	,	,	PUNCT
easat-9185	9	14	and	and	CCONJ
easat-9185	9	15	time	time	NOUN
easat-9185	9	16	-	-	PUNCT
easat-9185	9	17	consuming	consume	VERB
easat-9185	9	18	.	.	PUNCT
easat-9185	10	1	this	this	DET
easat-9185	10	2	paper	paper	NOUN
easat-9185	10	3	proposes	propose	VERB
easat-9185	10	4	an	an	DET
easat-9185	10	5	expert	expert	NOUN
easat-9185	10	6	system	system	NOUN
easat-9185	10	7	that	that	PRON
easat-9185	10	8	automates	automate	VERB
easat-9185	10	9	the	the	DET
easat-9185	10	10	entire	entire	ADJ
easat-9185	10	11	service	service	NOUN
easat-9185	10	12	chain	chain	NOUN
easat-9185	10	13	of	of	ADP
easat-9185	10	14	photo	photo	NOUN
easat-9185	10	15	,	,	PUNCT
easat-9185	10	16	video	video	NOUN
easat-9185	10	17	,	,	PUNCT
easat-9185	10	18	and	and	CCONJ
easat-9185	10	19	virtual	virtual	ADJ
easat-9185	10	20	architectural	architectural	ADJ
easat-9185	10	21	editing	editing	NOUN
easat-9185	10	22	by	by	ADP
easat-9185	10	23	integrating	integrate	VERB
easat-9185	10	24	advanced	advanced	ADJ
easat-9185	10	25	technologies	technology	NOUN
easat-9185	10	26	such	such	ADJ
easat-9185	10	27	as	as	ADP
easat-9185	10	28	ai	ai	NOUN
easat-9185	10	29	,	,	PUNCT
easat-9185	10	30	chatbots	chatbot	NOUN
easat-9185	10	31	,	,	PUNCT
easat-9185	10	32	cloud	cloud	NOUN
easat-9185	10	33	computing	computing	NOUN
easat-9185	10	34	,	,	PUNCT
easat-9185	10	35	and	and	CCONJ
easat-9185	10	36	blockchain	blockchain	PROPN
easat-9185	10	37	.	.	PUNCT
easat-9185	11	1	the	the	DET
easat-9185	11	2	system	system	NOUN
easat-9185	11	3	intelligently	intelligently	ADV
easat-9185	11	4	analyzes	analyze	VERB
easat-9185	11	5	customer	customer	NOUN
easat-9185	11	6	requests	request	NOUN
easat-9185	11	7	,	,	PUNCT
easat-9185	11	8	assigns	assign	VERB
easat-9185	11	9	tasks	task	NOUN
easat-9185	11	10	to	to	PART
easat-9185	11	11	ai	ai	VERB
easat-9185	11	12	modules	module	NOUN
easat-9185	11	13	or	or	CCONJ
easat-9185	11	14	human	human	ADJ
easat-9185	11	15	editors	editor	NOUN
easat-9185	11	16	,	,	PUNCT
easat-9185	11	17	ensures	ensure	VERB
easat-9185	11	18	quality	quality	NOUN
easat-9185	11	19	control	control	NOUN
easat-9185	11	20	,	,	PUNCT
easat-9185	11	21	and	and	CCONJ
easat-9185	11	22	securely	securely	ADV
easat-9185	11	23	manages	manage	VERB
easat-9185	11	24	payments	payment	NOUN
easat-9185	11	25	through	through	ADP
easat-9185	11	26	smart	smart	ADJ
easat-9185	11	27	contracts	contract	NOUN
easat-9185	11	28	.	.	PUNCT
easat-9185	12	1	designed	design	VERB
easat-9185	12	2	as	as	ADP
easat-9185	12	3	a	a	DET
easat-9185	12	4	cloud	cloud	NOUN
easat-9185	12	5	-	-	PUNCT
easat-9185	12	6	native	native	ADJ
easat-9185	12	7	,	,	PUNCT
easat-9185	12	8	microservice	microservice	NOUN
easat-9185	12	9	-	-	PUNCT
easat-9185	12	10	based	base	VERB
easat-9185	12	11	architecture	architecture	NOUN
easat-9185	12	12	,	,	PUNCT
easat-9185	12	13	the	the	DET
easat-9185	12	14	platform	platform	NOUN
easat-9185	12	15	is	be	AUX
easat-9185	12	16	scalable	scalable	ADJ
easat-9185	12	17	and	and	CCONJ
easat-9185	12	18	resilient	resilient	ADJ
easat-9185	12	19	,	,	PUNCT
easat-9185	12	20	offering	offer	VERB
easat-9185	12	21	services	service	NOUN
easat-9185	12	22	through	through	ADP
easat-9185	12	23	both	both	DET
easat-9185	12	24	web	web	NOUN
easat-9185	12	25	and	and	CCONJ
easat-9185	12	26	mobile	mobile	ADJ
easat-9185	12	27	interfaces	interface	NOUN
easat-9185	12	28	.	.	PUNCT
easat-9185	13	1	simulation	simulation	NOUN
easat-9185	13	2	results	result	NOUN
easat-9185	13	3	show	show	VERB
easat-9185	13	4	a	a	DET
easat-9185	13	5	significant	significant	ADJ
easat-9185	13	6	reduction	reduction	NOUN
easat-9185	13	7	in	in	ADP
easat-9185	13	8	turnaround	turnaround	NOUN
easat-9185	13	9	time	time	NOUN
easat-9185	13	10	,	,	PUNCT
easat-9185	13	11	enhanced	enhance	VERB
easat-9185	13	12	consistency	consistency	NOUN
easat-9185	13	13	in	in	ADP
easat-9185	13	14	output	output	NOUN
easat-9185	13	15	quality	quality	NOUN
easat-9185	13	16	,	,	PUNCT
easat-9185	13	17	and	and	CCONJ
easat-9185	13	18	increased	increase	VERB
easat-9185	13	19	processing	processing	NOUN
easat-9185	13	20	capacity	capacity	NOUN
easat-9185	13	21	.	.	PUNCT
easat-9185	14	1	by	by	ADP
easat-9185	14	2	automating	automate	VERB
easat-9185	14	3	both	both	CCONJ
easat-9185	14	4	technical	technical	ADJ
easat-9185	14	5	and	and	CCONJ
easat-9185	14	6	operational	operational	ADJ
easat-9185	14	7	processes	process	NOUN
easat-9185	14	8	,	,	PUNCT
easat-9185	14	9	the	the	DET
easat-9185	14	10	proposed	propose	VERB
easat-9185	14	11	system	system	NOUN
easat-9185	14	12	aims	aim	VERB
easat-9185	14	13	to	to	PART
easat-9185	14	14	transform	transform	VERB
easat-9185	14	15	digital	digital	ADJ
easat-9185	14	16	content	content	NOUN
easat-9185	14	17	services	service	NOUN
easat-9185	14	18	into	into	ADP
easat-9185	14	19	a	a	DET
easat-9185	14	20	seamless	seamless	ADJ
easat-9185	14	21	,	,	PUNCT
easat-9185	14	22	efficient	efficient	ADJ
easat-9185	14	23	,	,	PUNCT
easat-9185	14	24	and	and	CCONJ
easat-9185	14	25	trusted	trusted	ADJ
easat-9185	14	26	experience	experience	NOUN
easat-9185	14	27	.	.	PUNCT
easat-9185	15	1	it	it	PRON
easat-9185	15	2	has	have	VERB
easat-9185	15	3	strong	strong	ADJ
easat-9185	15	4	potential	potential	NOUN
easat-9185	15	5	to	to	PART
easat-9185	15	6	attract	attract	VERB
easat-9185	15	7	customers	customer	NOUN
easat-9185	15	8	and	and	CCONJ
easat-9185	15	9	investors	investor	NOUN
easat-9185	15	10	,	,	PUNCT
easat-9185	15	11	especially	especially	ADV
easat-9185	15	12	in	in	ADP
easat-9185	15	13	industries	industry	NOUN
easat-9185	15	14	demanding	demand	VERB
easat-9185	15	15	fast	fast	ADJ
easat-9185	15	16	,	,	PUNCT
easat-9185	15	17	costeffective	costeffective	ADJ
easat-9185	15	18	,	,	PUNCT
easat-9185	15	19	and	and	CCONJ
easat-9185	15	20	scalable	scalable	ADJ
easat-9185	15	21	media	medium	NOUN
easat-9185	15	22	solutions	solution	NOUN
easat-9185	15	23	.	.	PUNCT
easat-9185	16	1	keywords	keyword	NOUN
easat-9185	16	2	:	:	PUNCT
easat-9185	16	3	artificial	artificial	ADJ
easat-9185	16	4	intelligence	intelligence	NOUN
easat-9185	16	5	,	,	PUNCT
easat-9185	16	6	blockchain	blockchain	PROPN
easat-9185	16	7	payment	payment	NOUN
easat-9185	16	8	integration	integration	NOUN
easat-9185	16	9	,	,	PUNCT
easat-9185	16	10	chatbot	chatbot	NOUN
easat-9185	16	11	-	-	PUNCT
easat-9185	16	12	driven	drive	VERB
easat-9185	16	13	customer	customer	NOUN
easat-9185	16	14	interaction	interaction	NOUN
easat-9185	16	15	,	,	PUNCT
easat-9185	16	16	cloud	cloud	NOUN
easat-9185	16	17	-	-	PUNCT
easat-9185	16	18	native	native	ADJ
easat-9185	16	19	architecture	architecture	NOUN
easat-9185	16	20	,	,	PUNCT
easat-9185	16	21	expert	expert	NOUN
easat-9185	16	22	system	system	NOUN
easat-9185	16	23	,	,	PUNCT
easat-9185	16	24	photo	photo	NOUN
easat-9185	16	25	and	and	CCONJ
easat-9185	16	26	video	video	NOUN
easat-9185	16	27	editing	editing	NOUN
easat-9185	16	28	automation	automation	NOUN
easat-9185	16	29	.	.	PUNCT
easat-9185	17	1	1	1	X
easat-9185	17	2	.	.	X
easat-9185	17	3	introduction	introduction	NOUN
easat-9185	17	4	in	in	ADP
easat-9185	17	5	the	the	DET
easat-9185	17	6	digital	digital	ADJ
easat-9185	17	7	age	age	NOUN
easat-9185	17	8	,	,	PUNCT
easat-9185	17	9	high	high	ADJ
easat-9185	17	10	-	-	PUNCT
easat-9185	17	11	quality	quality	NOUN
easat-9185	17	12	image	image	NOUN
easat-9185	17	13	and	and	CCONJ
easat-9185	17	14	video	video	NOUN
easat-9185	17	15	content	content	NOUN
easat-9185	17	16	has	have	AUX
easat-9185	17	17	become	become	VERB
easat-9185	17	18	a	a	DET
easat-9185	17	19	key	key	ADJ
easat-9185	17	20	element	element	NOUN
easat-9185	17	21	in	in	ADP
easat-9185	17	22	marketing	marketing	NOUN
easat-9185	17	23	,	,	PUNCT
easat-9185	17	24	real	real	ADJ
easat-9185	17	25	estate	estate	NOUN
easat-9185	17	26	,	,	PUNCT
easat-9185	17	27	and	and	CCONJ
easat-9185	17	28	personal	personal	ADJ
easat-9185	17	29	branding	branding	NOUN
easat-9185	17	30	.	.	PUNCT
easat-9185	18	1	homebuyers	homebuyer	NOUN
easat-9185	18	2	,	,	PUNCT
easat-9185	18	3	customers	customer	NOUN
easat-9185	18	4	,	,	PUNCT
easat-9185	18	5	and	and	CCONJ
easat-9185	18	6	online	online	ADJ
easat-9185	18	7	users	user	NOUN
easat-9185	18	8	are	be	AUX
easat-9185	18	9	increasingly	increasingly	ADV
easat-9185	18	10	attracted	attract	VERB
easat-9185	18	11	to	to	ADP
easat-9185	18	12	eye	eye	NOUN
easat-9185	18	13	-	-	PUNCT
easat-9185	18	14	catching	catch	VERB
easat-9185	18	15	images	image	NOUN
easat-9185	18	16	and	and	CCONJ
easat-9185	18	17	professional	professional	ADJ
easat-9185	18	18	videos	video	NOUN
easat-9185	18	19	.	.	PUNCT
easat-9185	19	1	statistics	statistic	NOUN
easat-9185	19	2	show	show	VERB
easat-9185	19	3	that	that	SCONJ
easat-9185	19	4	95	95	NUM
easat-9185	19	5	%	%	NOUN
easat-9185	19	6	of	of	ADP
easat-9185	19	7	homebuyers	homebuyer	NOUN
easat-9185	19	8	start	start	VERB
easat-9185	19	9	their	their	PRON
easat-9185	19	10	real	real	ADJ
easat-9185	19	11	estate	estate	NOUN
easat-9185	19	12	search	search	NOUN
easat-9185	19	13	online	online	ADV
easat-9185	19	14	,	,	PUNCT
easat-9185	19	15	so	so	CCONJ
easat-9185	19	16	the	the	DET
easat-9185	19	17	quality	quality	NOUN
easat-9185	19	18	of	of	ADP
easat-9185	19	19	the	the	DET
easat-9185	19	20	images	image	NOUN
easat-9185	19	21	posted	post	VERB
easat-9185	19	22	has	have	VERB
easat-9185	19	23	a	a	DET
easat-9185	19	24	direct	direct	ADJ
easat-9185	19	25	impact	impact	NOUN
easat-9185	19	26	on	on	ADP
easat-9185	19	27	their	their	PRON
easat-9185	19	28	decision	decision	NOUN
easat-9185	19	29	[	[	X
easat-9185	19	30	1	1	NUM
easat-9185	19	31	]	]	PUNCT
easat-9185	19	32	.	.	PUNCT
easat-9185	20	1	similarly	similarly	ADV
easat-9185	20	2	,	,	PUNCT
easat-9185	20	3	video	video	NOUN
easat-9185	20	4	content	content	NOUN
easat-9185	20	5	is	be	AUX
easat-9185	20	6	dominating	dominate	VERB
easat-9185	20	7	internet	internet	NOUN
easat-9185	20	8	traffic	traffic	NOUN
easat-9185	20	9	–	–	PUNCT
easat-9185	20	10	it	it	PRON
easat-9185	20	11	is	be	AUX
easat-9185	20	12	estimated	estimate	VERB
easat-9185	20	13	that	that	SCONJ
easat-9185	20	14	by	by	ADP
easat-9185	20	15	2025	2025	NUM
easat-9185	20	16	,	,	PUNCT
easat-9185	20	17	video	video	NOUN
easat-9185	20	18	will	will	AUX
easat-9185	20	19	account	account	VERB
easat-9185	20	20	for	for	ADP
easat-9185	20	21	82	82	NUM
easat-9185	20	22	%	%	NOUN
easat-9185	20	23	of	of	ADP
easat-9185	20	24	consumer	consumer	NOUN
easat-9185	20	25	internet	internet	NOUN
easat-9185	20	26	traffic	traffic	NOUN
easat-9185	20	27	[	[	X
easat-9185	20	28	2	2	NUM
easat-9185	20	29	]	]	PUNCT
easat-9185	20	30	.	.	PUNCT
easat-9185	21	1	this	this	DET
easat-9185	21	2	highlights	highlight	NOUN
easat-9185	21	3	the	the	DET
easat-9185	21	4	need	need	NOUN
easat-9185	21	5	to	to	PART
easat-9185	21	6	process	process	VERB
easat-9185	21	7	and	and	CCONJ
easat-9185	21	8	edit	edit	VERB
easat-9185	21	9	large	large	ADJ
easat-9185	21	10	volumes	volume	NOUN
easat-9185	21	11	of	of	ADP
easat-9185	21	12	photos	photo	NOUN
easat-9185	21	13	and	and	CCONJ
easat-9185	21	14	videos	video	NOUN
easat-9185	21	15	quickly	quickly	ADV
easat-9185	21	16	and	and	CCONJ
easat-9185	21	17	efficiently	efficiently	ADV
easat-9185	21	18	to	to	PART
easat-9185	21	19	serve	serve	VERB
easat-9185	21	20	the	the	DET
easat-9185	21	21	market	market	NOUN
easat-9185	21	22	.	.	PUNCT
easat-9185	22	1	however	however	ADV
easat-9185	22	2	,	,	PUNCT
easat-9185	22	3	the	the	DET
easat-9185	22	4	current	current	ADJ
easat-9185	22	5	process	process	NOUN
easat-9185	22	6	of	of	ADP
easat-9185	22	7	editing	edit	VERB
easat-9185	22	8	images	image	NOUN
easat-9185	22	9	,	,	PUNCT
easat-9185	22	10	videos	video	NOUN
easat-9185	22	11	and	and	CCONJ
easat-9185	22	12	virtual	virtual	ADJ
easat-9185	22	13	architecture	architecture	NOUN
easat-9185	22	14	often	often	ADV
easat-9185	22	15	requires	require	VERB
easat-9185	22	16	many	many	ADJ
easat-9185	22	17	manual	manual	ADJ
easat-9185	22	18	steps	step	NOUN
easat-9185	22	19	,	,	PUNCT
easat-9185	22	20	from	from	ADP
easat-9185	22	21	contacting	contact	VERB
easat-9185	22	22	customers	customer	NOUN
easat-9185	22	23	,	,	PUNCT
easat-9185	22	24	receiving	receive	VERB
easat-9185	22	25	requests	request	NOUN
easat-9185	22	26	,	,	PUNCT
easat-9185	22	27	assigning	assign	VERB
easat-9185	22	28	to	to	ADP
easat-9185	22	29	editors	editor	NOUN
easat-9185	22	30	,	,	PUNCT
easat-9185	22	31	post	post	ADJ
easat-9185	22	32	-	-	ADJ
easat-9185	22	33	processing	processing	ADJ
easat-9185	22	34	,	,	PUNCT
easat-9185	22	35	quality	quality	NOUN
easat-9185	22	36	control	control	NOUN
easat-9185	22	37	to	to	ADP
easat-9185	22	38	product	product	NOUN
easat-9185	22	39	delivery	delivery	NOUN
easat-9185	22	40	and	and	CCONJ
easat-9185	22	41	payment	payment	NOUN
easat-9185	22	42	.	.	PUNCT
easat-9185	23	1	the	the	DET
easat-9185	23	2	traditional	traditional	ADJ
easat-9185	23	3	process	process	NOUN
easat-9185	23	4	is	be	AUX
easat-9185	23	5	not	not	PART
easat-9185	23	6	only	only	ADV
easat-9185	23	7	time	time	NOUN
easat-9185	23	8	-	-	PUNCT
easat-9185	23	9	consuming	consume	VERB
easat-9185	23	10	but	but	CCONJ
easat-9185	23	11	also	also	ADV
easat-9185	23	12	potentially	potentially	ADV
easat-9185	23	13	prone	prone	ADJ
easat-9185	23	14	to	to	ADP
easat-9185	23	15	inconsistent	inconsistent	ADJ
easat-9185	23	16	quality	quality	NOUN
easat-9185	23	17	errors	error	NOUN
easat-9185	23	18	due	due	ADP
easat-9185	23	19	to	to	ADP
easat-9185	23	20	its	its	PRON
easat-9185	23	21	high	high	ADJ
easat-9185	23	22	dependence	dependence	NOUN
easat-9185	23	23	on	on	ADP
easat-9185	23	24	human	human	ADJ
easat-9185	23	25	factors	factor	NOUN
easat-9185	23	26	.	.	PUNCT
easat-9185	24	1	with	with	ADP
easat-9185	24	2	the	the	DET
easat-9185	24	3	development	development	NOUN
easat-9185	24	4	of	of	ADP
easat-9185	24	5	artificial	artificial	ADJ
easat-9185	24	6	intelligence	intelligence	NOUN
easat-9185	24	7	and	and	CCONJ
easat-9185	24	8	automation	automation	NOUN
easat-9185	24	9	technology	technology	NOUN
easat-9185	24	10	,	,	PUNCT
easat-9185	24	11	there	there	PRON
easat-9185	24	12	is	be	VERB
easat-9185	24	13	an	an	DET
easat-9185	24	14	opportunity	opportunity	NOUN
easat-9185	24	15	to	to	PART
easat-9185	24	16	optimize	optimize	VERB
easat-9185	24	17	this	this	DET
easat-9185	24	18	service	service	NOUN
easat-9185	24	19	chain	chain	NOUN
easat-9185	24	20	through	through	ADP
easat-9185	24	21	an	an	DET
easat-9185	24	22	expert	expert	NOUN
easat-9185	24	23	system	system	NOUN
easat-9185	24	24	.	.	PUNCT
easat-9185	25	1	the	the	DET
easat-9185	25	2	proposed	propose	VERB
easat-9185	25	3	expert	expert	NOUN
easat-9185	25	4	system	system	NOUN
easat-9185	25	5	is	be	AUX
easat-9185	25	6	capable	capable	ADJ
easat-9185	25	7	of	of	ADP
easat-9185	25	8	automatically	automatically	ADV
easat-9185	25	9	performing	perform	VERB
easat-9185	25	10	the	the	DET
easat-9185	25	11	entire	entire	ADJ
easat-9185	25	12	service	service	NOUN
easat-9185	25	13	delivery	delivery	NOUN
easat-9185	25	14	process	process	NOUN
easat-9185	25	15	chain	chain	NOUN
easat-9185	25	16	,	,	PUNCT
easat-9185	25	17	integrating	integrate	VERB
easat-9185	25	18	modern	modern	ADJ
easat-9185	25	19	technologies	technology	NOUN
easat-9185	25	20	such	such	ADJ
easat-9185	25	21	as	as	ADP
easat-9185	25	22	ai	ai	PROPN
easat-9185	25	23	computer	computer	NOUN
easat-9185	25	24	vision	vision	NOUN
easat-9185	25	25	,	,	PUNCT
easat-9185	25	26	intelligent	intelligent	ADJ
easat-9185	25	27	chatbots	chatbot	NOUN
easat-9185	25	28	,	,	PUNCT
easat-9185	25	29	cloud	cloud	NOUN
easat-9185	25	30	-	-	PUNCT
easat-9185	25	31	native	native	ADJ
easat-9185	25	32	architecture	architecture	NOUN
easat-9185	25	33	to	to	PART
easat-9185	25	34	ensure	ensure	VERB
easat-9185	25	35	scalability	scalability	NOUN
easat-9185	25	36	and	and	CCONJ
easat-9185	25	37	blockchain	blockchain	NOUN
easat-9185	25	38	to	to	PART
easat-9185	25	39	enhance	enhance	VERB
easat-9185	25	40	transparency	transparency	NOUN
easat-9185	25	41	and	and	CCONJ
easat-9185	25	42	safety	safety	NOUN
easat-9185	25	43	in	in	ADP
easat-9185	25	44	payment	payment	NOUN
easat-9185	25	45	.	.	PUNCT
easat-9185	26	1	https://orcid.org/0009-0003-9462-2811	https://orcid.org/0009-0003-9462-2811	PROPN
easat-9185	26	2	mailto:nguyenducxuan@vnu.edu.vn	mailto:nguyenducxuan@vnu.edu.vn	PROPN
easat-9185	26	3	mailto:nguyenngockhangvt@gmail.com	mailto:nguyenngockhangvt@gmail.com	PROPN
easat-9185	26	4	mailto:khanhvietdm@gmail.com	mailto:khanhvietdm@gmail.com	PROPN
easat-9185	27	1	https://orcid.org/0000-0002-0227-4254	https://orcid.org/0000-0002-0227-4254	PROPN
easat-9185	27	2	2366	2366	NUM
easat-9185	27	3	edelweiss	edelweiss	PROPN
easat-9185	27	4	applied	apply	VERB
easat-9185	27	5	science	science	NOUN
easat-9185	27	6	and	and	CCONJ
easat-9185	27	7	technology	technology	NOUN
easat-9185	27	8	issn	issn	PROPN
easat-9185	27	9	:	:	PUNCT
easat-9185	27	10	2576	2576	NUM
easat-9185	27	11	-	-	SYM
easat-9185	27	12	8484	8484	NUM
easat-9185	27	13	vol	vol	NOUN
easat-9185	27	14	.	.	PROPN
easat-9185	28	1	9	9	NUM
easat-9185	28	2	,	,	PUNCT
easat-9185	28	3	no	no	INTJ
easat-9185	28	4	.	.	NOUN
easat-9185	28	5	7	7	NUM
easat-9185	28	6	:	:	SYM
easat-9185	28	7	2365	2365	NUM
easat-9185	28	8	-	-	SYM
easat-9185	28	9	2381	2381	NUM
easat-9185	28	10	,	,	PUNCT
easat-9185	28	11	2025	2025	NUM
easat-9185	28	12	doi	doi	NOUN
easat-9185	28	13	:	:	PUNCT
easat-9185	28	14	10.55214/2576	10.55214/2576	NUM
easat-9185	28	15	-	-	SYM
easat-9185	28	16	8484.v9i7.9185	8484.v9i7.9185	NOUN
easat-9185	29	1	©	©	PROPN
easat-9185	29	2	2025	2025	NUM
easat-9185	29	3	by	by	ADP
easat-9185	29	4	the	the	DET
easat-9185	29	5	authors	author	NOUN
easat-9185	29	6	;	;	PUNCT
easat-9185	29	7	licensee	licensee	PROPN
easat-9185	29	8	learning	learn	VERB
easat-9185	29	9	gate	gate	NOUN
easat-9185	29	10	figure	figure	NOUN
easat-9185	29	11	1	1	NUM
easat-9185	29	12	.	.	PUNCT
easat-9185	30	1	groups	group	NOUN
easat-9185	30	2	of	of	ADP
easat-9185	30	3	photo	photo	NOUN
easat-9185	30	4	,	,	PUNCT
easat-9185	30	5	video	video	NOUN
easat-9185	30	6	,	,	PUNCT
easat-9185	30	7	and	and	CCONJ
easat-9185	30	8	virtual	virtual	ADJ
easat-9185	30	9	architecture	architecture	NOUN
easat-9185	30	10	editing	edit	VERB
easat-9185	30	11	services	service	NOUN
easat-9185	30	12	supported	support	VERB
easat-9185	30	13	by	by	ADP
easat-9185	30	14	the	the	DET
easat-9185	30	15	proposed	propose	VERB
easat-9185	30	16	system	system	NOUN
easat-9185	30	17	.	.	PUNCT
easat-9185	31	1	(	(	PUNCT
easat-9185	31	2	left	leave	VERB
easat-9185	31	3	)	)	PUNCT
easat-9185	31	4	photo	photo	NOUN
easat-9185	31	5	editing	editing	NOUN
easat-9185	31	6	includes	include	VERB
easat-9185	31	7	:	:	PUNCT
easat-9185	31	8	photo	photo	NOUN
easat-9185	31	9	enhancement	enhancement	NOUN
easat-9185	31	10	(	(	PUNCT
easat-9185	31	11	brightening	brightening	NOUN
easat-9185	31	12	,	,	PUNCT
easat-9185	31	13	sharpening	sharpening	NOUN
easat-9185	31	14	,	,	PUNCT
easat-9185	31	15	color	color	NOUN
easat-9185	31	16	balancing	balancing	NOUN
easat-9185	31	17	)	)	PUNCT
easat-9185	31	18	,	,	PUNCT
easat-9185	31	19	converting	convert	VERB
easat-9185	31	20	daytime	daytime	ADJ
easat-9185	31	21	photos	photo	NOUN
easat-9185	31	22	to	to	ADP
easat-9185	31	23	sunset	sunset	NOUN
easat-9185	31	24	(	(	PUNCT
easat-9185	31	25	day	day	NOUN
easat-9185	31	26	to	to	ADP
easat-9185	31	27	dusk	dusk	NOUN
easat-9185	31	28	)	)	PUNCT
easat-9185	31	29	,	,	PUNCT
easat-9185	31	30	removing	remove	VERB
easat-9185	31	31	extra	extra	ADJ
easat-9185	31	32	objects	object	NOUN
easat-9185	31	33	,	,	PUNCT
easat-9185	31	34	and	and	CCONJ
easat-9185	31	35	enhancing	enhance	VERB
easat-9185	31	36	360	360	NUM
easat-9185	31	37	°	°	PROPN
easat-9185	31	38	photo	photo	NOUN
easat-9185	31	39	quality	quality	NOUN
easat-9185	31	40	.	.	PUNCT
easat-9185	32	1	(	(	PUNCT
easat-9185	32	2	middle	middle	ADJ
easat-9185	32	3	)	)	PUNCT
easat-9185	32	4	video	video	NOUN
easat-9185	32	5	editing	editing	NOUN
easat-9185	32	6	includes	include	VERB
easat-9185	32	7	:	:	PUNCT
easat-9185	32	8	real	real	ADJ
easat-9185	32	9	estate	estate	NOUN
easat-9185	32	10	video	video	NOUN
easat-9185	32	11	editing	editing	NOUN
easat-9185	32	12	,	,	PUNCT
easat-9185	32	13	car	car	NOUN
easat-9185	32	14	videos	video	NOUN
easat-9185	32	15	,	,	PUNCT
easat-9185	32	16	personal	personal	ADJ
easat-9185	32	17	branding	branding	NOUN
easat-9185	32	18	videos	video	NOUN
easat-9185	32	19	,	,	PUNCT
easat-9185	32	20	and	and	CCONJ
easat-9185	32	21	event	event	NOUN
easat-9185	32	22	summary	summary	NOUN
easat-9185	32	23	videos	video	NOUN
easat-9185	32	24	.	.	PUNCT
easat-9185	33	1	(	(	PUNCT
easat-9185	33	2	right	right	ADJ
easat-9185	33	3	)	)	PUNCT
easat-9185	33	4	virtual	virtual	ADJ
easat-9185	33	5	architecture	architecture	NOUN
easat-9185	33	6	services	service	NOUN
easat-9185	33	7	include	include	VERB
easat-9185	33	8	:	:	PUNCT
easat-9185	33	9	virtual	virtual	ADJ
easat-9185	33	10	interior	interior	ADJ
easat-9185	33	11	staging	staging	NOUN
easat-9185	33	12	,	,	PUNCT
easat-9185	33	13	virtual	virtual	ADJ
easat-9185	33	14	renovation	renovation	NOUN
easat-9185	33	15	,	,	PUNCT
easat-9185	33	16	2d-3d	2d-3d	NUM
easat-9185	33	17	floor	floor	NOUN
easat-9185	33	18	plan	plan	NOUN
easat-9185	33	19	creation	creation	NOUN
easat-9185	33	20	,	,	PUNCT
easat-9185	33	21	and	and	CCONJ
easat-9185	33	22	perspective	perspective	NOUN
easat-9185	33	23	rendering	rendering	NOUN
easat-9185	33	24	.	.	PUNCT
easat-9185	34	1	as	as	SCONJ
easat-9185	34	2	illustrated	illustrate	VERB
easat-9185	34	3	in	in	ADP
easat-9185	34	4	figure	figure	NOUN
easat-9185	34	5	1	1	NUM
easat-9185	34	6	,	,	PUNCT
easat-9185	34	7	the	the	DET
easat-9185	34	8	system	system	NOUN
easat-9185	34	9	will	will	AUX
easat-9185	34	10	support	support	VERB
easat-9185	34	11	a	a	DET
easat-9185	34	12	variety	variety	NOUN
easat-9185	34	13	of	of	ADP
easat-9185	34	14	services	service	NOUN
easat-9185	34	15	based	base	VERB
easat-9185	34	16	on	on	ADP
easat-9185	34	17	user	user	NOUN
easat-9185	34	18	-	-	PUNCT
easat-9185	34	19	provided	provide	VERB
easat-9185	34	20	images	image	NOUN
easat-9185	34	21	,	,	PUNCT
easat-9185	34	22	including	include	VERB
easat-9185	34	23	:	:	PUNCT
easat-9185	34	24	(	(	PUNCT
easat-9185	34	25	1	1	X
easat-9185	34	26	)	)	PUNCT
easat-9185	34	27	photo	photo	NOUN
easat-9185	34	28	editing	editing	NOUN
easat-9185	34	29	–	–	PUNCT
easat-9185	34	30	for	for	ADP
easat-9185	34	31	example	example	NOUN
easat-9185	34	32	,	,	PUNCT
easat-9185	34	33	enhancing	enhance	VERB
easat-9185	34	34	photo	photo	NOUN
easat-9185	34	35	quality	quality	NOUN
easat-9185	34	36	,	,	PUNCT
easat-9185	34	37	turning	turn	VERB
easat-9185	34	38	daytime	daytime	ADJ
easat-9185	34	39	photos	photo	NOUN
easat-9185	34	40	into	into	ADP
easat-9185	34	41	evening	evening	NOUN
easat-9185	34	42	photos	photo	NOUN
easat-9185	34	43	,	,	PUNCT
easat-9185	34	44	removing	remove	VERB
easat-9185	34	45	unwanted	unwanted	ADJ
easat-9185	34	46	objects	object	NOUN
easat-9185	34	47	,	,	PUNCT
easat-9185	34	48	improving	improve	VERB
easat-9185	34	49	360	360	NUM
easat-9185	34	50	°	°	ADJ
easat-9185	34	51	photos	photo	NOUN
easat-9185	34	52	;	;	PUNCT
easat-9185	34	53	(	(	PUNCT
easat-9185	34	54	2	2	X
easat-9185	34	55	)	)	PUNCT
easat-9185	34	56	video	video	NOUN
easat-9185	34	57	editing	editing	NOUN
easat-9185	34	58	–	–	PUNCT
easat-9185	34	59	for	for	ADP
easat-9185	34	60	example	example	NOUN
easat-9185	34	61	,	,	PUNCT
easat-9185	34	62	creating	create	VERB
easat-9185	34	63	real	real	ADJ
easat-9185	34	64	estate	estate	NOUN
easat-9185	34	65	introduction	introduction	NOUN
easat-9185	34	66	videos	video	NOUN
easat-9185	34	67	,	,	PUNCT
easat-9185	34	68	car	car	NOUN
easat-9185	34	69	advertising	advertising	NOUN
easat-9185	34	70	videos	video	NOUN
easat-9185	34	71	,	,	PUNCT
easat-9185	34	72	personal	personal	ADJ
easat-9185	34	73	branding	branding	NOUN
easat-9185	34	74	videos	video	NOUN
easat-9185	34	75	,	,	PUNCT
easat-9185	34	76	event	event	NOUN
easat-9185	34	77	summary	summary	NOUN
easat-9185	34	78	videos	video	NOUN
easat-9185	34	79	;	;	PUNCT
easat-9185	34	80	(	(	PUNCT
easat-9185	34	81	3	3	X
easat-9185	34	82	)	)	PUNCT
easat-9185	34	83	virtual	virtual	ADJ
easat-9185	34	84	architectural	architectural	ADJ
easat-9185	34	85	services	service	NOUN
easat-9185	34	86	–	–	PUNCT
easat-9185	34	87	for	for	ADP
easat-9185	34	88	example	example	NOUN
easat-9185	34	89	,	,	PUNCT
easat-9185	34	90	virtual	virtual	ADJ
easat-9185	34	91	interior	interior	ADJ
easat-9185	34	92	staging	staging	NOUN
easat-9185	34	93	,	,	PUNCT
easat-9185	34	94	virtual	virtual	ADJ
easat-9185	34	95	space	space	NOUN
easat-9185	34	96	renovation	renovation	NOUN
easat-9185	34	97	,	,	PUNCT
easat-9185	34	98	2d-3d	2d-3d	NUM
easat-9185	34	99	floor	floor	NOUN
easat-9185	34	100	plan	plan	NOUN
easat-9185	34	101	design	design	NOUN
easat-9185	34	102	,	,	PUNCT
easat-9185	34	103	3d	3d	NUM
easat-9185	34	104	perspective	perspective	NOUN
easat-9185	34	105	rendering	rendering	NOUN
easat-9185	34	106	.	.	PUNCT
easat-9185	35	1	the	the	DET
easat-9185	35	2	system	system	NOUN
easat-9185	35	3	will	will	AUX
easat-9185	35	4	operate	operate	VERB
easat-9185	35	5	on	on	ADP
easat-9185	35	6	both	both	DET
easat-9185	35	7	web	web	NOUN
easat-9185	35	8	app	app	NOUN
easat-9185	35	9	and	and	CCONJ
easat-9185	35	10	mobile	mobile	ADJ
easat-9185	35	11	app	app	NOUN
easat-9185	35	12	platforms	platform	NOUN
easat-9185	35	13	for	for	ADP
easat-9185	35	14	user	user	NOUN
easat-9185	35	15	convenience	convenience	NOUN
easat-9185	35	16	.	.	PUNCT
easat-9185	36	1	the	the	DET
easat-9185	36	2	contribution	contribution	NOUN
easat-9185	36	3	of	of	ADP
easat-9185	36	4	this	this	DET
easat-9185	36	5	study	study	NOUN
easat-9185	36	6	is	be	AUX
easat-9185	36	7	to	to	PART
easat-9185	36	8	propose	propose	VERB
easat-9185	36	9	an	an	DET
easat-9185	36	10	expert	expert	NOUN
easat-9185	36	11	system	system	NOUN
easat-9185	36	12	architecture	architecture	NOUN
easat-9185	36	13	that	that	PRON
easat-9185	36	14	integrates	integrate	VERB
easat-9185	36	15	advanced	advanced	ADJ
easat-9185	36	16	technologies	technology	NOUN
easat-9185	36	17	to	to	PART
easat-9185	36	18	automate	automate	VERB
easat-9185	36	19	the	the	DET
easat-9185	36	20	entire	entire	ADJ
easat-9185	36	21	service	service	NOUN
easat-9185	36	22	process	process	NOUN
easat-9185	36	23	mentioned	mention	VERB
easat-9185	36	24	above	above	ADV
easat-9185	36	25	.	.	PUNCT
easat-9185	37	1	specifically	specifically	ADV
easat-9185	37	2	,	,	PUNCT
easat-9185	37	3	the	the	DET
easat-9185	37	4	paper	paper	NOUN
easat-9185	37	5	systematically	systematically	ADV
easat-9185	37	6	presents	present	VERB
easat-9185	37	7	:	:	PUNCT
easat-9185	37	8	the	the	DET
easat-9185	37	9	system	system	NOUN
easat-9185	37	10	's	's	PART
easat-9185	37	11	architecture	architecture	NOUN
easat-9185	37	12	and	and	CCONJ
easat-9185	37	13	workflow	workflow	NOUN
easat-9185	37	14	;	;	PUNCT
easat-9185	37	15	integrated	integrated	ADJ
easat-9185	37	16	core	core	NOUN
easat-9185	37	17	technology	technology	NOUN
easat-9185	37	18	components	component	NOUN
easat-9185	37	19	(	(	PUNCT
easat-9185	37	20	ai	ai	NOUN
easat-9185	37	21	,	,	PUNCT
easat-9185	37	22	chatbot	chatbot	NOUN
easat-9185	37	23	,	,	PUNCT
easat-9185	37	24	cloud	cloud	NOUN
easat-9185	37	25	,	,	PUNCT
easat-9185	37	26	blockchain	blockchain	PROPN
easat-9185	37	27	)	)	PUNCT
easat-9185	37	28	;	;	PUNCT
easat-9185	37	29	and	and	CCONJ
easat-9185	37	30	evaluates	evaluate	VERB
easat-9185	37	31	assumptions	assumption	NOUN
easat-9185	37	32	about	about	ADP
easat-9185	37	33	the	the	DET
easat-9185	37	34	system	system	NOUN
easat-9185	37	35	's	's	PART
easat-9185	37	36	efficiency	efficiency	NOUN
easat-9185	37	37	based	base	VERB
easat-9185	37	38	on	on	ADP
easat-9185	37	39	operational	operational	ADJ
easat-9185	37	40	and	and	CCONJ
easat-9185	37	41	business	business	NOUN
easat-9185	37	42	criteria	criterion	NOUN
easat-9185	37	43	.	.	PUNCT
easat-9185	38	1	the	the	DET
easat-9185	38	2	proposed	propose	VERB
easat-9185	38	3	system	system	NOUN
easat-9185	38	4	aims	aim	VERB
easat-9185	38	5	to	to	PART
easat-9185	38	6	improve	improve	VERB
easat-9185	38	7	operational	operational	ADJ
easat-9185	38	8	efficiency	efficiency	NOUN
easat-9185	38	9	(	(	PUNCT
easat-9185	38	10	reduce	reduce	VERB
easat-9185	38	11	processing	processing	NOUN
easat-9185	38	12	time	time	NOUN
easat-9185	38	13	,	,	PUNCT
easat-9185	38	14	reduce	reduce	VERB
easat-9185	38	15	personnel	personnel	NOUN
easat-9185	38	16	costs	cost	NOUN
easat-9185	38	17	)	)	PUNCT
easat-9185	38	18	,	,	PUNCT
easat-9185	38	19	ensure	ensure	VERB
easat-9185	38	20	scalability	scalability	NOUN
easat-9185	38	21	when	when	SCONJ
easat-9185	38	22	demand	demand	NOUN
easat-9185	38	23	increases	increase	NOUN
easat-9185	38	24	,	,	PUNCT
easat-9185	38	25	and	and	CCONJ
easat-9185	38	26	increase	increase	VERB
easat-9185	38	27	investor	investor	NOUN
easat-9185	38	28	attractiveness	attractiveness	NOUN
easat-9185	38	29	through	through	ADP
easat-9185	38	30	the	the	DET
easat-9185	38	31	application	application	NOUN
easat-9185	38	32	of	of	ADP
easat-9185	38	33	"	"	PUNCT
easat-9185	38	34	trend	trend	NOUN
easat-9185	38	35	-	-	PUNCT
easat-9185	38	36	leading	lead	VERB
easat-9185	38	37	"	"	PUNCT
easat-9185	38	38	technologies	technology	NOUN
easat-9185	38	39	.	.	PUNCT
easat-9185	39	1	the	the	DET
easat-9185	39	2	structure	structure	NOUN
easat-9185	39	3	of	of	ADP
easat-9185	39	4	the	the	DET
easat-9185	39	5	paper	paper	NOUN
easat-9185	39	6	is	be	AUX
easat-9185	39	7	organized	organize	VERB
easat-9185	39	8	as	as	SCONJ
easat-9185	39	9	follows	follow	VERB
easat-9185	39	10	:	:	PUNCT
easat-9185	39	11	the	the	DET
easat-9185	39	12	literature	literature	PROPN
easat-9185	39	13	review	review	NOUN
easat-9185	39	14	section	section	NOUN
easat-9185	39	15	reviews	review	VERB
easat-9185	39	16	relevant	relevant	ADJ
easat-9185	39	17	research	research	NOUN
easat-9185	39	18	and	and	CCONJ
easat-9185	39	19	trends	trend	NOUN
easat-9185	39	20	in	in	ADP
easat-9185	39	21	the	the	DET
easat-9185	39	22	field	field	NOUN
easat-9185	39	23	of	of	ADP
easat-9185	39	24	automatic	automatic	ADJ
easat-9185	39	25	photo	photo	NOUN
easat-9185	39	26	/	/	SYM
easat-9185	39	27	video	video	NOUN
easat-9185	39	28	editing	editing	NOUN
easat-9185	39	29	,	,	PUNCT
easat-9185	39	30	service	service	NOUN
easat-9185	39	31	expert	expert	NOUN
easat-9185	39	32	systems	system	NOUN
easat-9185	39	33	,	,	PUNCT
easat-9185	39	34	as	as	ADV
easat-9185	39	35	well	well	ADV
easat-9185	39	36	as	as	ADP
easat-9185	39	37	the	the	DET
easat-9185	39	38	application	application	NOUN
easat-9185	39	39	of	of	ADP
easat-9185	39	40	ai	ai	PROPN
easat-9185	39	41	,	,	PUNCT
easat-9185	39	42	chatbots	chatbot	NOUN
easat-9185	39	43	,	,	PUNCT
easat-9185	39	44	blockchain	blockchain	NOUN
easat-9185	39	45	in	in	ADP
easat-9185	39	46	similar	similar	ADJ
easat-9185	39	47	systems	system	NOUN
easat-9185	39	48	.	.	PUNCT
easat-9185	40	1	the	the	DET
easat-9185	40	2	proposed	propose	VERB
easat-9185	40	3	methodology	methodology	NOUN
easat-9185	40	4	section	section	NOUN
easat-9185	40	5	describes	describe	VERB
easat-9185	40	6	the	the	DET
easat-9185	40	7	system	system	NOUN
easat-9185	40	8	architecture	architecture	NOUN
easat-9185	40	9	and	and	CCONJ
easat-9185	40	10	end	end	NOUN
easat-9185	40	11	-	-	PUNCT
easat-9185	40	12	to	to	ADP
easat-9185	40	13	-	-	PUNCT
easat-9185	40	14	end	end	NOUN
easat-9185	40	15	workflow	workflow	NOUN
easat-9185	40	16	in	in	ADP
easat-9185	40	17	detail	detail	NOUN
easat-9185	40	18	.	.	PUNCT
easat-9185	41	1	then	then	ADV
easat-9185	41	2	,	,	PUNCT
easat-9185	41	3	the	the	DET
easat-9185	41	4	technology	technology	NOUN
easat-9185	41	5	components	component	NOUN
easat-9185	41	6	section	section	NOUN
easat-9185	41	7	2367	2367	NUM
easat-9185	41	8	edelweiss	edelweiss	PROPN
easat-9185	41	9	applied	apply	VERB
easat-9185	41	10	science	science	NOUN
easat-9185	41	11	and	and	CCONJ
easat-9185	41	12	technology	technology	NOUN
easat-9185	41	13	issn	issn	PROPN
easat-9185	41	14	:	:	PUNCT
easat-9185	41	15	2576	2576	NUM
easat-9185	41	16	-	-	SYM
easat-9185	41	17	8484	8484	NUM
easat-9185	41	18	vol	vol	NOUN
easat-9185	41	19	.	.	PROPN
easat-9185	42	1	9	9	NUM
easat-9185	42	2	,	,	PUNCT
easat-9185	42	3	no	no	INTJ
easat-9185	42	4	.	.	NOUN
easat-9185	42	5	7	7	NUM
easat-9185	42	6	:	:	SYM
easat-9185	42	7	2365	2365	NUM
easat-9185	42	8	-	-	SYM
easat-9185	42	9	2381	2381	NUM
easat-9185	42	10	,	,	PUNCT
easat-9185	42	11	2025	2025	NUM
easat-9185	42	12	doi	doi	NOUN
easat-9185	42	13	:	:	PUNCT
easat-9185	42	14	10.55214/2576	10.55214/2576	NUM
easat-9185	42	15	-	-	SYM
easat-9185	42	16	8484.v9i7.9185	8484.v9i7.9185	NOUN
easat-9185	43	1	©	©	PROPN
easat-9185	43	2	2025	2025	NUM
easat-9185	43	3	by	by	ADP
easat-9185	43	4	the	the	DET
easat-9185	43	5	authors	author	NOUN
easat-9185	43	6	;	;	PUNCT
easat-9185	43	7	licensee	licensee	NOUN
easat-9185	43	8	learning	learning	NOUN
easat-9185	43	9	gate	gate	PROPN
easat-9185	43	10	analyzes	analyze	VERB
easat-9185	43	11	the	the	DET
easat-9185	43	12	role	role	NOUN
easat-9185	43	13	of	of	ADP
easat-9185	43	14	each	each	DET
easat-9185	43	15	technology	technology	NOUN
easat-9185	43	16	(	(	PUNCT
easat-9185	43	17	ai	ai	NOUN
easat-9185	43	18	,	,	PUNCT
easat-9185	43	19	chatbot	chatbot	NOUN
easat-9185	43	20	,	,	PUNCT
easat-9185	43	21	cloud	cloud	NOUN
easat-9185	43	22	-	-	PUNCT
easat-9185	43	23	native	native	ADJ
easat-9185	43	24	,	,	PUNCT
easat-9185	43	25	blockchain	blockchain	PROPN
easat-9185	43	26	)	)	PUNCT
easat-9185	43	27	in	in	ADP
easat-9185	43	28	the	the	DET
easat-9185	43	29	system	system	NOUN
easat-9185	43	30	.	.	PUNCT
easat-9185	44	1	the	the	DET
easat-9185	44	2	test	test	NOUN
easat-9185	44	3	results	result	NOUN
easat-9185	44	4	present	present	VERB
easat-9185	44	5	the	the	DET
easat-9185	44	6	scenarios	scenario	NOUN
easat-9185	44	7	and	and	CCONJ
easat-9185	44	8	expected	expect	VERB
easat-9185	44	9	benefits	benefit	NOUN
easat-9185	44	10	when	when	SCONJ
easat-9185	44	11	deploying	deploy	VERB
easat-9185	44	12	the	the	DET
easat-9185	44	13	system	system	NOUN
easat-9185	44	14	,	,	PUNCT
easat-9185	44	15	along	along	ADP
easat-9185	44	16	with	with	ADP
easat-9185	44	17	the	the	DET
easat-9185	44	18	security	security	NOUN
easat-9185	44	19	&	&	CCONJ
easat-9185	44	20	privacy	privacy	NOUN
easat-9185	44	21	section	section	NOUN
easat-9185	44	22	discussing	discuss	VERB
easat-9185	44	23	measures	measure	NOUN
easat-9185	44	24	to	to	PART
easat-9185	44	25	ensure	ensure	VERB
easat-9185	44	26	data	datum	NOUN
easat-9185	44	27	and	and	CCONJ
easat-9185	44	28	transaction	transaction	NOUN
easat-9185	44	29	security	security	NOUN
easat-9185	44	30	.	.	PUNCT
easat-9185	45	1	finally	finally	ADV
easat-9185	45	2	,	,	PUNCT
easat-9185	45	3	the	the	DET
easat-9185	45	4	conclusion	conclusion	NOUN
easat-9185	45	5	&	&	CCONJ
easat-9185	45	6	development	development	NOUN
easat-9185	45	7	directions	direction	NOUN
easat-9185	45	8	summarizes	summarize	VERB
easat-9185	45	9	the	the	DET
easat-9185	45	10	main	main	ADJ
easat-9185	45	11	contributions	contribution	NOUN
easat-9185	45	12	and	and	CCONJ
easat-9185	45	13	suggests	suggest	VERB
easat-9185	45	14	future	future	ADJ
easat-9185	45	15	research	research	NOUN
easat-9185	45	16	and	and	CCONJ
easat-9185	45	17	development	development	NOUN
easat-9185	45	18	directions	direction	NOUN
easat-9185	45	19	.	.	PUNCT
easat-9185	46	1	2	2	X
easat-9185	46	2	.	.	X
easat-9185	46	3	document	document	NOUN
easat-9185	46	4	overview	overview	NOUN
easat-9185	46	5	in	in	ADP
easat-9185	46	6	areas	area	NOUN
easat-9185	46	7	such	such	ADJ
easat-9185	46	8	as	as	ADP
easat-9185	46	9	real	real	ADJ
easat-9185	46	10	estate	estate	NOUN
easat-9185	46	11	and	and	CCONJ
easat-9185	46	12	digital	digital	ADJ
easat-9185	46	13	marketing	marketing	NOUN
easat-9185	46	14	,	,	PUNCT
easat-9185	46	15	the	the	DET
easat-9185	46	16	demand	demand	NOUN
easat-9185	46	17	for	for	ADP
easat-9185	46	18	professional	professional	ADJ
easat-9185	46	19	photo	photo	NOUN
easat-9185	46	20	and	and	CCONJ
easat-9185	46	21	video	video	NOUN
easat-9185	46	22	editing	edit	VERB
easat-9185	46	23	services	service	NOUN
easat-9185	46	24	is	be	AUX
easat-9185	46	25	growing	grow	VERB
easat-9185	46	26	rapidly	rapidly	ADV
easat-9185	46	27	.	.	PUNCT
easat-9185	47	1	virtual	virtual	ADJ
easat-9185	47	2	staging	staging	NOUN
easat-9185	47	3	is	be	AUX
easat-9185	47	4	a	a	DET
easat-9185	47	5	prime	prime	ADJ
easat-9185	47	6	example	example	NOUN
easat-9185	47	7	in	in	ADP
easat-9185	47	8	real	real	ADJ
easat-9185	47	9	estate	estate	NOUN
easat-9185	47	10	:	:	PUNCT
easat-9185	47	11	instead	instead	ADV
easat-9185	47	12	of	of	ADP
easat-9185	47	13	spending	spending	NOUN
easat-9185	47	14	time	time	NOUN
easat-9185	47	15	and	and	CCONJ
easat-9185	47	16	money	money	NOUN
easat-9185	47	17	on	on	ADP
easat-9185	47	18	real	real	ADJ
easat-9185	47	19	furniture	furniture	NOUN
easat-9185	47	20	,	,	PUNCT
easat-9185	47	21	sellers	seller	NOUN
easat-9185	47	22	can	can	AUX
easat-9185	47	23	use	use	VERB
easat-9185	47	24	technology	technology	NOUN
easat-9185	47	25	to	to	PART
easat-9185	47	26	add	add	VERB
easat-9185	47	27	virtual	virtual	ADJ
easat-9185	47	28	furniture	furniture	NOUN
easat-9185	47	29	to	to	ADP
easat-9185	47	30	photos	photo	NOUN
easat-9185	47	31	of	of	ADP
easat-9185	47	32	empty	empty	ADJ
easat-9185	47	33	rooms	room	NOUN
easat-9185	47	34	.	.	PUNCT
easat-9185	48	1	the	the	DET
easat-9185	48	2	effectiveness	effectiveness	NOUN
easat-9185	48	3	of	of	ADP
easat-9185	48	4	this	this	DET
easat-9185	48	5	method	method	NOUN
easat-9185	48	6	has	have	AUX
easat-9185	48	7	been	be	AUX
easat-9185	48	8	proven	prove	VERB
easat-9185	48	9	when	when	SCONJ
easat-9185	48	10	staged	stage	VERB
easat-9185	48	11	homes	home	NOUN
easat-9185	48	12	(	(	PUNCT
easat-9185	48	13	whether	whether	SCONJ
easat-9185	48	14	virtual	virtual	ADJ
easat-9185	48	15	or	or	CCONJ
easat-9185	48	16	real	real	ADJ
easat-9185	48	17	)	)	PUNCT
easat-9185	48	18	sell	sell	VERB
easat-9185	48	19	up	up	ADV
easat-9185	48	20	to	to	PART
easat-9185	48	21	73	73	NUM
easat-9185	48	22	%	%	NOUN
easat-9185	48	23	faster	fast	ADV
easat-9185	48	24	than	than	ADP
easat-9185	48	25	non	non	ADJ
easat-9185	48	26	-	-	ADJ
easat-9185	48	27	staged	stage	VERB
easat-9185	48	28	homes	home	NOUN
easat-9185	48	29	[	[	X
easat-9185	48	30	1	1	NUM
easat-9185	48	31	]	]	PUNCT
easat-9185	48	32	.	.	PUNCT
easat-9185	49	1	at	at	ADP
easat-9185	49	2	the	the	DET
easat-9185	49	3	same	same	ADJ
easat-9185	49	4	time	time	NOUN
easat-9185	49	5	,	,	PUNCT
easat-9185	49	6	85	85	NUM
easat-9185	49	7	%	%	NOUN
easat-9185	49	8	of	of	ADP
easat-9185	49	9	staged	stage	VERB
easat-9185	49	10	homes	home	NOUN
easat-9185	49	11	sell	sell	VERB
easat-9185	49	12	for	for	ADP
easat-9185	49	13	5–23	5–23	PROPN
easat-9185	49	14	%	%	NOUN
easat-9185	49	15	more	more	ADJ
easat-9185	49	16	than	than	ADP
easat-9185	49	17	the	the	DET
easat-9185	49	18	original	original	ADJ
easat-9185	49	19	list	list	NOUN
easat-9185	49	20	price	price	NOUN
easat-9185	50	1	[	[	X
easat-9185	50	2	1	1	NUM
easat-9185	50	3	]	]	PUNCT
easat-9185	50	4	.	.	PUNCT
easat-9185	51	1	these	these	DET
easat-9185	51	2	numbers	number	NOUN
easat-9185	51	3	show	show	VERB
easat-9185	51	4	the	the	DET
easat-9185	51	5	significant	significant	ADJ
easat-9185	51	6	commercial	commercial	ADJ
easat-9185	51	7	impact	impact	NOUN
easat-9185	51	8	of	of	ADP
easat-9185	51	9	using	use	VERB
easat-9185	51	10	high	high	ADJ
easat-9185	51	11	-	-	PUNCT
easat-9185	51	12	quality	quality	NOUN
easat-9185	51	13	,	,	PUNCT
easat-9185	51	14	presentational	presentational	ADJ
easat-9185	51	15	images	image	NOUN
easat-9185	51	16	in	in	ADP
easat-9185	51	17	real	real	ADJ
easat-9185	51	18	estate	estate	NOUN
easat-9185	51	19	.	.	PUNCT
easat-9185	52	1	in	in	ADP
easat-9185	52	2	addition	addition	NOUN
easat-9185	52	3	,	,	PUNCT
easat-9185	52	4	most	most	ADJ
easat-9185	52	5	buyers	buyer	NOUN
easat-9185	52	6	(	(	PUNCT
easat-9185	52	7	95	95	NUM
easat-9185	52	8	%	%	NOUN
easat-9185	52	9	)	)	PUNCT
easat-9185	52	10	view	view	NOUN
easat-9185	52	11	properties	property	NOUN
easat-9185	52	12	online	online	ADV
easat-9185	52	13	before	before	ADP
easat-9185	52	14	deciding	decide	VERB
easat-9185	52	15	to	to	PART
easat-9185	52	16	make	make	VERB
easat-9185	52	17	a	a	DET
easat-9185	52	18	purchase	purchase	NOUN
easat-9185	52	19	[	[	X
easat-9185	52	20	1	1	NUM
easat-9185	52	21	]	]	PUNCT
easat-9185	52	22	,	,	PUNCT
easat-9185	52	23	so	so	ADV
easat-9185	52	24	improving	improve	VERB
easat-9185	52	25	the	the	DET
easat-9185	52	26	quality	quality	NOUN
easat-9185	52	27	of	of	ADP
easat-9185	52	28	real	real	ADJ
easat-9185	52	29	estate	estate	NOUN
easat-9185	52	30	photos	photo	NOUN
easat-9185	52	31	(	(	PUNCT
easat-9185	52	32	e.g.	e.g.	ADV
easat-9185	52	33	adjusting	adjust	VERB
easat-9185	52	34	lighting	lighting	NOUN
easat-9185	52	35	,	,	PUNCT
easat-9185	52	36	replacing	replace	VERB
easat-9185	52	37	the	the	DET
easat-9185	52	38	sky	sky	NOUN
easat-9185	52	39	,	,	PUNCT
easat-9185	52	40	removing	remove	VERB
easat-9185	52	41	unnecessary	unnecessary	ADJ
easat-9185	52	42	details	detail	NOUN
easat-9185	52	43	)	)	PUNCT
easat-9185	52	44	will	will	AUX
easat-9185	52	45	increase	increase	VERB
easat-9185	52	46	the	the	DET
easat-9185	52	47	ability	ability	NOUN
easat-9185	52	48	to	to	PART
easat-9185	52	49	attract	attract	VERB
easat-9185	52	50	buyers	buyer	NOUN
easat-9185	52	51	.	.	PUNCT
easat-9185	53	1	similarly	similarly	ADV
easat-9185	53	2	,	,	PUNCT
easat-9185	53	3	in	in	ADP
easat-9185	53	4	the	the	DET
easat-9185	53	5	marketing	marketing	NOUN
easat-9185	53	6	and	and	CCONJ
easat-9185	53	7	social	social	ADJ
easat-9185	53	8	media	medium	NOUN
easat-9185	53	9	space	space	NOUN
easat-9185	53	10	,	,	PUNCT
easat-9185	53	11	video	video	NOUN
easat-9185	53	12	content	content	NOUN
easat-9185	53	13	is	be	AUX
easat-9185	53	14	on	on	ADP
easat-9185	53	15	the	the	DET
easat-9185	53	16	rise	rise	NOUN
easat-9185	53	17	.	.	PUNCT
easat-9185	54	1	not	not	PART
easat-9185	54	2	only	only	ADV
easat-9185	54	3	does	do	AUX
easat-9185	54	4	video	video	NOUN
easat-9185	54	5	deliver	deliver	VERB
easat-9185	54	6	more	more	ADV
easat-9185	54	7	vivid	vivid	ADJ
easat-9185	54	8	information	information	NOUN
easat-9185	54	9	,	,	PUNCT
easat-9185	54	10	it	it	PRON
easat-9185	54	11	also	also	ADV
easat-9185	54	12	has	have	VERB
easat-9185	54	13	a	a	DET
easat-9185	54	14	high	high	ADJ
easat-9185	54	15	customer	customer	NOUN
easat-9185	54	16	reach	reach	NOUN
easat-9185	54	17	:	:	PUNCT
easat-9185	54	18	internet	internet	NOUN
easat-9185	54	19	users	user	NOUN
easat-9185	54	20	spend	spend	VERB
easat-9185	54	21	an	an	DET
easat-9185	54	22	average	average	NOUN
easat-9185	54	23	of	of	ADP
easat-9185	54	24	dozens	dozen	NOUN
easat-9185	54	25	of	of	ADP
easat-9185	54	26	hours	hour	NOUN
easat-9185	54	27	per	per	ADP
easat-9185	54	28	week	week	NOUN
easat-9185	54	29	watching	watch	VERB
easat-9185	54	30	online	online	ADJ
easat-9185	54	31	videos	video	NOUN
easat-9185	54	32	,	,	PUNCT
easat-9185	54	33	and	and	CCONJ
easat-9185	54	34	businesses	business	NOUN
easat-9185	54	35	that	that	PRON
easat-9185	54	36	leverage	leverage	VERB
easat-9185	54	37	video	video	NOUN
easat-9185	54	38	marketing	marketing	NOUN
easat-9185	54	39	can	can	AUX
easat-9185	54	40	significantly	significantly	ADV
easat-9185	54	41	increase	increase	VERB
easat-9185	54	42	conversion	conversion	NOUN
easat-9185	54	43	rates	rate	NOUN
easat-9185	54	44	.	.	PUNCT
easat-9185	55	1	cisco	cisco	PROPN
easat-9185	55	2	predicts	predict	VERB
easat-9185	55	3	that	that	SCONJ
easat-9185	55	4	by	by	ADP
easat-9185	55	5	2025	2025	NUM
easat-9185	55	6	,	,	PUNCT
easat-9185	55	7	up	up	ADP
easat-9185	55	8	to	to	PART
easat-9185	55	9	82	82	NUM
easat-9185	55	10	%	%	NOUN
easat-9185	55	11	of	of	ADP
easat-9185	55	12	all	all	DET
easat-9185	55	13	consumer	consumer	NOUN
easat-9185	55	14	internet	internet	NOUN
easat-9185	55	15	traffic	traffic	NOUN
easat-9185	55	16	will	will	AUX
easat-9185	55	17	be	be	AUX
easat-9185	55	18	video	video	NOUN
easat-9185	55	19	[	[	X
easat-9185	55	20	2	2	NUM
easat-9185	55	21	]	]	PUNCT
easat-9185	55	22	.	.	PUNCT
easat-9185	56	1	this	this	PRON
easat-9185	56	2	requires	require	VERB
easat-9185	56	3	the	the	DET
easat-9185	56	4	production	production	NOUN
easat-9185	56	5	and	and	CCONJ
easat-9185	56	6	editing	editing	NOUN
easat-9185	56	7	of	of	ADP
easat-9185	56	8	large	large	ADJ
easat-9185	56	9	volumes	volume	NOUN
easat-9185	56	10	of	of	ADP
easat-9185	56	11	video	video	NOUN
easat-9185	56	12	in	in	ADP
easat-9185	56	13	a	a	DET
easat-9185	56	14	short	short	ADJ
easat-9185	56	15	period	period	NOUN
easat-9185	56	16	of	of	ADP
easat-9185	56	17	time	time	NOUN
easat-9185	56	18	.	.	PUNCT
easat-9185	57	1	however	however	ADV
easat-9185	57	2	,	,	PUNCT
easat-9185	57	3	the	the	DET
easat-9185	57	4	process	process	NOUN
easat-9185	57	5	of	of	ADP
easat-9185	57	6	professional	professional	ADJ
easat-9185	57	7	video	video	NOUN
easat-9185	57	8	production	production	NOUN
easat-9185	57	9	is	be	AUX
easat-9185	57	10	often	often	ADV
easat-9185	57	11	complex	complex	ADJ
easat-9185	57	12	,	,	PUNCT
easat-9185	57	13	requiring	require	VERB
easat-9185	57	14	high	high	ADJ
easat-9185	57	15	skills	skill	NOUN
easat-9185	57	16	and	and	CCONJ
easat-9185	57	17	a	a	DET
easat-9185	57	18	multi	multi	ADJ
easat-9185	57	19	-	-	ADJ
easat-9185	57	20	step	step	ADJ
easat-9185	57	21	process	process	NOUN
easat-9185	57	22	(	(	PUNCT
easat-9185	57	23	editing	editing	NOUN
easat-9185	57	24	,	,	PUNCT
easat-9185	57	25	color	color	NOUN
easat-9185	57	26	correction	correction	NOUN
easat-9185	57	27	,	,	PUNCT
easat-9185	57	28	adding	add	VERB
easat-9185	57	29	effects	effect	NOUN
easat-9185	57	30	,	,	PUNCT
easat-9185	57	31	publishing	publishing	NOUN
easat-9185	57	32	,	,	PUNCT
easat-9185	57	33	etc	etc	X
easat-9185	57	34	.	.	X
easat-9185	57	35	)	)	PUNCT
easat-9185	57	36	.	.	PUNCT
easat-9185	58	1	many	many	ADJ
easat-9185	58	2	small	small	ADJ
easat-9185	58	3	businesses	business	NOUN
easat-9185	58	4	struggle	struggle	VERB
easat-9185	58	5	because	because	SCONJ
easat-9185	58	6	the	the	DET
easat-9185	58	7	cost	cost	NOUN
easat-9185	58	8	of	of	ADP
easat-9185	58	9	producing	produce	VERB
easat-9185	58	10	high	high	ADJ
easat-9185	58	11	-	-	PUNCT
easat-9185	58	12	quality	quality	NOUN
easat-9185	58	13	videos	video	NOUN
easat-9185	58	14	is	be	AUX
easat-9185	58	15	still	still	ADV
easat-9185	58	16	expensive	expensive	ADJ
easat-9185	58	17	in	in	ADP
easat-9185	58	18	terms	term	NOUN
easat-9185	58	19	of	of	ADP
easat-9185	58	20	equipment	equipment	NOUN
easat-9185	58	21	,	,	PUNCT
easat-9185	58	22	software	software	NOUN
easat-9185	58	23	and	and	CCONJ
easat-9185	58	24	human	human	ADJ
easat-9185	58	25	resources	resource	NOUN
easat-9185	59	1	[	[	X
easat-9185	59	2	2	2	NUM
easat-9185	59	3	]	]	PUNCT
easat-9185	59	4	.	.	PUNCT
easat-9185	60	1	therefore	therefore	ADV
easat-9185	60	2	,	,	PUNCT
easat-9185	60	3	the	the	DET
easat-9185	60	4	need	need	NOUN
easat-9185	60	5	for	for	ADP
easat-9185	60	6	automated	automated	ADJ
easat-9185	60	7	or	or	CCONJ
easat-9185	60	8	semi	semi	ADJ
easat-9185	60	9	-	-	ADJ
easat-9185	60	10	automated	automated	ADJ
easat-9185	60	11	solutions	solution	NOUN
easat-9185	60	12	to	to	PART
easat-9185	60	13	support	support	VERB
easat-9185	60	14	video	video	NOUN
easat-9185	60	15	production	production	NOUN
easat-9185	60	16	and	and	CCONJ
easat-9185	60	17	editing	editing	NOUN
easat-9185	60	18	is	be	AUX
easat-9185	60	19	becoming	become	VERB
easat-9185	60	20	urgent	urgent	ADJ
easat-9185	60	21	.	.	PUNCT
easat-9185	61	1	ai	ai	VERB
easat-9185	61	2	applications	application	NOUN
easat-9185	61	3	in	in	ADP
easat-9185	61	4	photo	photo	NOUN
easat-9185	61	5	and	and	CCONJ
easat-9185	61	6	video	video	NOUN
easat-9185	61	7	editing	editing	NOUN
easat-9185	61	8	:	:	PUNCT
easat-9185	61	9	artificial	artificial	ADJ
easat-9185	61	10	intelligence	intelligence	NOUN
easat-9185	61	11	has	have	AUX
easat-9185	61	12	recently	recently	ADV
easat-9185	61	13	made	make	VERB
easat-9185	61	14	great	great	ADJ
easat-9185	61	15	strides	stride	NOUN
easat-9185	61	16	in	in	ADP
easat-9185	61	17	analyzing	analyze	VERB
easat-9185	61	18	and	and	CCONJ
easat-9185	61	19	processing	process	VERB
easat-9185	61	20	image	image	NOUN
easat-9185	61	21	content	content	NOUN
easat-9185	61	22	.	.	PUNCT
easat-9185	62	1	computer	computer	NOUN
easat-9185	62	2	vision	vision	NOUN
easat-9185	62	3	and	and	CCONJ
easat-9185	62	4	deep	deep	ADJ
easat-9185	62	5	learning	learning	NOUN
easat-9185	62	6	algorithms	algorithm	NOUN
easat-9185	62	7	allow	allow	VERB
easat-9185	62	8	many	many	ADJ
easat-9185	62	9	tasks	task	NOUN
easat-9185	62	10	that	that	PRON
easat-9185	62	11	were	be	AUX
easat-9185	62	12	previously	previously	ADV
easat-9185	62	13	done	do	VERB
easat-9185	62	14	manually	manually	ADV
easat-9185	62	15	by	by	ADP
easat-9185	62	16	humans	human	NOUN
easat-9185	62	17	to	to	PART
easat-9185	62	18	be	be	AUX
easat-9185	62	19	automated	automate	VERB
easat-9185	62	20	.	.	PUNCT
easat-9185	63	1	for	for	ADP
easat-9185	63	2	example	example	NOUN
easat-9185	63	3	,	,	PUNCT
easat-9185	63	4	ai	ai	AUX
easat-9185	63	5	can	can	AUX
easat-9185	63	6	automatically	automatically	ADV
easat-9185	63	7	improve	improve	VERB
easat-9185	63	8	the	the	DET
easat-9185	63	9	brightness	brightness	NOUN
easat-9185	63	10	,	,	PUNCT
easat-9185	63	11	color	color	NOUN
easat-9185	63	12	balance	balance	NOUN
easat-9185	63	13	,	,	PUNCT
easat-9185	63	14	and	and	CCONJ
easat-9185	63	15	sharpness	sharpness	NOUN
easat-9185	63	16	of	of	ADP
easat-9185	63	17	photos	photo	NOUN
easat-9185	63	18	;	;	PUNCT
easat-9185	63	19	research	research	NOUN
easat-9185	63	20	shows	show	VERB
easat-9185	63	21	that	that	SCONJ
easat-9185	63	22	smart	smart	ADJ
easat-9185	63	23	photo	photo	NOUN
easat-9185	63	24	editing	editing	NOUN
easat-9185	63	25	tools	tool	NOUN
easat-9185	63	26	can	can	AUX
easat-9185	63	27	reduce	reduce	VERB
easat-9185	63	28	processing	processing	NOUN
easat-9185	63	29	time	time	NOUN
easat-9185	63	30	by	by	ADP
easat-9185	63	31	up	up	ADP
easat-9185	63	32	to	to	PART
easat-9185	63	33	90	90	NUM
easat-9185	63	34	%	%	NOUN
easat-9185	63	35	compared	compare	VERB
easat-9185	63	36	to	to	ADP
easat-9185	63	37	traditional	traditional	ADJ
easat-9185	63	38	manual	manual	ADJ
easat-9185	63	39	methods	method	NOUN
easat-9185	63	40	[	[	X
easat-9185	63	41	3	3	NUM
easat-9185	63	42	]	]	PUNCT
easat-9185	63	43	.	.	PUNCT
easat-9185	64	1	in	in	ADP
easat-9185	64	2	real	real	ADJ
easat-9185	64	3	estate	estate	NOUN
easat-9185	64	4	photography	photography	NOUN
easat-9185	64	5	,	,	PUNCT
easat-9185	64	6	many	many	ADJ
easat-9185	64	7	photographers	photographer	NOUN
easat-9185	64	8	have	have	AUX
easat-9185	64	9	begun	begin	VERB
easat-9185	64	10	to	to	PART
easat-9185	64	11	integrate	integrate	VERB
easat-9185	64	12	ai	ai	VERB
easat-9185	64	13	:	:	PUNCT
easat-9185	64	14	a	a	DET
easat-9185	64	15	pincel	pincel	PROPN
easat-9185	64	16	survey	survey	NOUN
easat-9185	64	17	found	find	VERB
easat-9185	64	18	that	that	SCONJ
easat-9185	64	19	58	58	NUM
easat-9185	64	20	%	%	NOUN
easat-9185	64	21	of	of	ADP
easat-9185	64	22	people	people	NOUN
easat-9185	64	23	working	work	VERB
easat-9185	64	24	in	in	ADP
easat-9185	64	25	this	this	DET
easat-9185	64	26	field	field	NOUN
easat-9185	64	27	have	have	AUX
easat-9185	64	28	used	use	VERB
easat-9185	64	29	ai	ai	VERB
easat-9185	64	30	to	to	PART
easat-9185	64	31	assist	assist	VERB
easat-9185	64	32	in	in	ADP
easat-9185	64	33	photo	photo	NOUN
easat-9185	64	34	editing	editing	NOUN
easat-9185	64	35	[	[	X
easat-9185	64	36	3	3	NUM
easat-9185	64	37	]	]	PUNCT
easat-9185	64	38	.	.	PUNCT
easat-9185	65	1	tasks	task	NOUN
easat-9185	65	2	such	such	ADJ
easat-9185	65	3	as	as	ADP
easat-9185	65	4	automatic	automatic	ADJ
easat-9185	65	5	sky	sky	NOUN
easat-9185	65	6	replacement	replacement	NOUN
easat-9185	65	7	from	from	ADP
easat-9185	65	8	overcast	overcast	ADJ
easat-9185	65	9	to	to	ADP
easat-9185	65	10	sunny	sunny	ADJ
easat-9185	65	11	blue	blue	ADJ
easat-9185	65	12	skies	sky	NOUN
easat-9185	65	13	,	,	PUNCT
easat-9185	65	14	or	or	CCONJ
easat-9185	65	15	hdr	hdr	NOUN
easat-9185	65	16	stitching	stitching	NOUN
easat-9185	65	17	from	from	ADP
easat-9185	65	18	multiple	multiple	ADJ
easat-9185	65	19	exposures	exposure	NOUN
easat-9185	65	20	,	,	PUNCT
easat-9185	65	21	can	can	AUX
easat-9185	65	22	now	now	ADV
easat-9185	65	23	be	be	AUX
easat-9185	65	24	done	do	VERB
easat-9185	65	25	in	in	ADP
easat-9185	65	26	just	just	ADV
easat-9185	65	27	a	a	DET
easat-9185	65	28	few	few	ADJ
easat-9185	65	29	seconds	second	NOUN
easat-9185	65	30	thanks	thank	NOUN
easat-9185	65	31	to	to	AUX
easat-9185	65	32	ai	ai	VERB
easat-9185	65	33	[	[	X
easat-9185	65	34	3	3	NUM
easat-9185	65	35	]	]	PUNCT
easat-9185	65	36	.	.	PUNCT
easat-9185	66	1	particularly	particularly	ADV
easat-9185	66	2	relevant	relevant	ADJ
easat-9185	66	3	to	to	ADP
easat-9185	66	4	our	our	PRON
easat-9185	66	5	service	service	NOUN
easat-9185	66	6	scope	scope	NOUN
easat-9185	66	7	,	,	PUNCT
easat-9185	66	8	ai	ai	AUX
easat-9185	66	9	has	have	AUX
easat-9185	66	10	enabled	enable	VERB
easat-9185	66	11	the	the	DET
easat-9185	66	12	smooth	smooth	ADJ
easat-9185	66	13	removal	removal	NOUN
easat-9185	66	14	of	of	ADP
easat-9185	66	15	unwanted	unwanted	ADJ
easat-9185	66	16	objects	object	NOUN
easat-9185	66	17	from	from	ADP
easat-9185	66	18	photos	photo	NOUN
easat-9185	66	19	:	:	PUNCT
easat-9185	66	20	modern	modern	ADJ
easat-9185	66	21	inpainting	inpainting	ADJ
easat-9185	66	22	tools	tool	NOUN
easat-9185	66	23	can	can	AUX
easat-9185	66	24	recognize	recognize	VERB
easat-9185	66	25	redundant	redundant	ADJ
easat-9185	66	26	objects	object	NOUN
easat-9185	66	27	(	(	PUNCT
easat-9185	66	28	such	such	ADJ
easat-9185	66	29	as	as	ADP
easat-9185	66	30	trash	trash	NOUN
easat-9185	66	31	cans	can	NOUN
easat-9185	66	32	,	,	PUNCT
easat-9185	66	33	wires	wire	NOUN
easat-9185	66	34	)	)	PUNCT
easat-9185	66	35	and	and	CCONJ
easat-9185	66	36	erase	erase	VERB
easat-9185	66	37	them	they	PRON
easat-9185	66	38	,	,	PUNCT
easat-9185	66	39	naturally	naturally	ADV
easat-9185	66	40	filling	fill	VERB
easat-9185	66	41	in	in	ADP
easat-9185	66	42	the	the	DET
easat-9185	66	43	background	background	NOUN
easat-9185	67	1	[	[	X
easat-9185	67	2	3	3	NUM
easat-9185	67	3	]	]	PUNCT
easat-9185	67	4	.	.	PUNCT
easat-9185	68	1	this	this	PRON
easat-9185	68	2	allows	allow	VERB
easat-9185	68	3	for	for	ADP
easat-9185	68	4	clean	clean	ADJ
easat-9185	68	5	,	,	PUNCT
easat-9185	68	6	uncluttered	uncluttered	ADJ
easat-9185	68	7	photos	photo	NOUN
easat-9185	68	8	without	without	ADP
easat-9185	68	9	re	re	VERB
easat-9185	68	10	-	-	VERB
easat-9185	68	11	shooting	shoot	VERB
easat-9185	68	12	the	the	DET
easat-9185	68	13	scene	scene	NOUN
easat-9185	68	14	.	.	PUNCT
easat-9185	69	1	similarly	similarly	ADV
easat-9185	69	2	,	,	PUNCT
easat-9185	69	3	converting	convert	VERB
easat-9185	69	4	daytime	daytime	ADJ
easat-9185	69	5	photos	photo	NOUN
easat-9185	69	6	into	into	ADP
easat-9185	69	7	sunset	sunset	NOUN
easat-9185	69	8	scenes	scene	NOUN
easat-9185	69	9	can	can	AUX
easat-9185	69	10	also	also	ADV
easat-9185	69	11	be	be	AUX
easat-9185	69	12	achieved	achieve	VERB
easat-9185	69	13	using	use	VERB
easat-9185	69	14	deep	deep	ADJ
easat-9185	69	15	learning	learn	VERB
easat-9185	69	16	image	image	NOUN
easat-9185	69	17	-	-	PUNCT
easat-9185	69	18	to	to	ADP
easat-9185	69	19	-	-	PUNCT
easat-9185	69	20	image	image	NOUN
easat-9185	69	21	translation	translation	NOUN
easat-9185	69	22	models	model	NOUN
easat-9185	69	23	.	.	PUNCT
easat-9185	70	1	recent	recent	ADJ
easat-9185	70	2	research	research	NOUN
easat-9185	70	3	has	have	AUX
easat-9185	70	4	used	use	VERB
easat-9185	70	5	generative	generative	ADJ
easat-9185	70	6	adversarial	adversarial	ADJ
easat-9185	70	7	networks	network	NOUN
easat-9185	70	8	(	(	PUNCT
easat-9185	70	9	gans	gan	NOUN
easat-9185	70	10	)	)	PUNCT
easat-9185	70	11	such	such	ADJ
easat-9185	70	12	as	as	ADP
easat-9185	70	13	cyclegan	cyclegan	NOUN
easat-9185	70	14	or	or	CCONJ
easat-9185	70	15	diffusion	diffusion	NOUN
easat-9185	70	16	models	model	NOUN
easat-9185	70	17	to	to	PART
easat-9185	70	18	realistically	realistically	ADV
easat-9185	70	19	transform	transform	VERB
easat-9185	70	20	day	day	NOUN
easat-9185	70	21	-	-	PUNCT
easat-9185	70	22	to	to	ADP
easat-9185	70	23	-	-	PUNCT
easat-9185	70	24	night	night	NOUN
easat-9185	70	25	landscapes	landscape	NOUN
easat-9185	70	26	[	[	X
easat-9185	70	27	4	4	NUM
easat-9185	70	28	]	]	PUNCT
easat-9185	70	29	.	.	PUNCT
easat-9185	71	1	the	the	DET
easat-9185	71	2	results	result	NOUN
easat-9185	71	3	show	show	VERB
easat-9185	71	4	that	that	SCONJ
easat-9185	71	5	it	it	PRON
easat-9185	71	6	is	be	AUX
easat-9185	71	7	possible	possible	ADJ
easat-9185	71	8	to	to	PART
easat-9185	71	9	generate	generate	VERB
easat-9185	71	10	nighttime	nighttime	ADJ
easat-9185	71	11	images	image	NOUN
easat-9185	71	12	from	from	ADP
easat-9185	71	13	daytime	daytime	ADJ
easat-9185	71	14	photos	photo	NOUN
easat-9185	71	15	with	with	ADP
easat-9185	71	16	high	high	ADJ
easat-9185	71	17	reliability	reliability	NOUN
easat-9185	71	18	,	,	PUNCT
easat-9185	71	19	opening	open	VERB
easat-9185	71	20	up	up	ADP
easat-9185	71	21	the	the	DET
easat-9185	71	22	potential	potential	NOUN
easat-9185	71	23	to	to	PART
easat-9185	71	24	automatically	automatically	ADV
easat-9185	71	25	generate	generate	VERB
easat-9185	71	26	attractive	attractive	ADJ
easat-9185	71	27	twilight	twilight	NOUN
easat-9185	71	28	images	image	NOUN
easat-9185	71	29	for	for	ADP
easat-9185	71	30	real	real	ADJ
easat-9185	71	31	estate	estate	NOUN
easat-9185	71	32	without	without	ADP
easat-9185	71	33	having	have	VERB
easat-9185	71	34	to	to	PART
easat-9185	71	35	take	take	VERB
easat-9185	71	36	photos	photo	NOUN
easat-9185	71	37	at	at	ADP
easat-9185	71	38	night	night	NOUN
easat-9185	71	39	.	.	PUNCT
easat-9185	72	1	in	in	ADP
easat-9185	72	2	the	the	DET
easat-9185	72	3	field	field	NOUN
easat-9185	72	4	of	of	ADP
easat-9185	72	5	video	video	NOUN
easat-9185	72	6	editing	editing	NOUN
easat-9185	72	7	,	,	PUNCT
easat-9185	72	8	ai	ai	AUX
easat-9185	72	9	has	have	AUX
easat-9185	72	10	also	also	ADV
easat-9185	72	11	begun	begin	VERB
easat-9185	72	12	to	to	PART
easat-9185	72	13	be	be	AUX
easat-9185	72	14	applied	apply	VERB
easat-9185	72	15	to	to	PART
easat-9185	72	16	reduce	reduce	VERB
easat-9185	72	17	the	the	DET
easat-9185	72	18	workload	workload	NOUN
easat-9185	72	19	for	for	ADP
easat-9185	72	20	editors	editor	NOUN
easat-9185	72	21	.	.	PUNCT
easat-9185	73	1	automated	automate	VERB
easat-9185	73	2	video	video	NOUN
easat-9185	73	3	editing	edit	VERB
easat-9185	73	4	systems	system	NOUN
easat-9185	73	5	are	be	AUX
easat-9185	73	6	a	a	DET
easat-9185	73	7	prominent	prominent	ADJ
easat-9185	73	8	trend	trend	NOUN
easat-9185	73	9	,	,	PUNCT
easat-9185	73	10	with	with	ADP
easat-9185	73	11	the	the	DET
easat-9185	73	12	goal	goal	NOUN
easat-9185	73	13	of	of	ADP
easat-9185	73	14	simplifying	simplify	VERB
easat-9185	73	15	the	the	DET
easat-9185	73	16	post	post	ADJ
easat-9185	73	17	-	-	ADJ
easat-9185	73	18	production	production	NOUN
easat-9185	73	19	process	process	NOUN
easat-9185	73	20	and	and	CCONJ
easat-9185	73	21	increasing	increase	VERB
easat-9185	73	22	efficiency	efficiency	NOUN
easat-9185	73	23	[	[	X
easat-9185	73	24	5	5	NUM
easat-9185	73	25	]	]	PUNCT
easat-9185	73	26	.	.	PUNCT
easat-9185	74	1	for	for	ADP
easat-9185	74	2	example	example	NOUN
easat-9185	74	3	,	,	PUNCT
easat-9185	74	4	video	video	NOUN
easat-9185	74	5	summarization	summarization	NOUN
easat-9185	74	6	algorithms	algorithm	NOUN
easat-9185	74	7	can	can	AUX
easat-9185	74	8	browse	browse	VERB
easat-9185	74	9	through	through	ADP
easat-9185	74	10	hours	hour	NOUN
easat-9185	74	11	of	of	ADP
easat-9185	74	12	event	event	NOUN
easat-9185	74	13	footage	footage	NOUN
easat-9185	74	14	and	and	CCONJ
easat-9185	74	15	automatically	automatically	ADV
easat-9185	74	16	select	select	VERB
easat-9185	74	17	the	the	DET
easat-9185	74	18	most	most	ADV
easat-9185	74	19	prominent	prominent	ADJ
easat-9185	74	20	segments	segment	NOUN
easat-9185	74	21	to	to	PART
easat-9185	74	22	create	create	VERB
easat-9185	74	23	a	a	DET
easat-9185	74	24	concise	concise	ADJ
easat-9185	74	25	event	event	NOUN
easat-9185	74	26	recap	recap	NOUN
easat-9185	74	27	video	video	NOUN
easat-9185	74	28	.	.	PUNCT
easat-9185	75	1	some	some	DET
easat-9185	75	2	experimental	experimental	ADJ
easat-9185	75	3	studies	study	NOUN
easat-9185	75	4	use	use	VERB
easat-9185	75	5	reinforcement	reinforcement	NOUN
easat-9185	75	6	learning	learning	NOUN
easat-9185	75	7	to	to	PART
easat-9185	75	8	teach	teach	VERB
easat-9185	75	9	machines	machine	NOUN
easat-9185	75	10	to	to	PART
easat-9185	75	11	cut	cut	VERB
easat-9185	75	12	and	and	CCONJ
easat-9185	75	13	re	re	NOUN
easat-9185	75	14	-	-	NOUN
easat-9185	75	15	slice	slice	ADJ
easat-9185	75	16	videos	video	NOUN
easat-9185	75	17	according	accord	VERB
easat-9185	75	18	to	to	ADP
easat-9185	75	19	cinematic	cinematic	ADJ
easat-9185	75	20	principles	principle	NOUN
easat-9185	75	21	,	,	PUNCT
easat-9185	75	22	or	or	CCONJ
easat-9185	75	23	use	use	VERB
easat-9185	75	24	natural	natural	ADJ
easat-9185	75	25	language	language	NOUN
easat-9185	75	26	processing	processing	NOUN
easat-9185	75	27	(	(	PUNCT
easat-9185	75	28	nlp	nlp	NOUN
easat-9185	75	29	)	)	PUNCT
easat-9185	75	30	combined	combine	VERB
easat-9185	75	31	with	with	ADP
easat-9185	75	32	2368	2368	NUM
easat-9185	75	33	edelweiss	edelweiss	PROPN
easat-9185	75	34	applied	apply	VERB
easat-9185	75	35	science	science	NOUN
easat-9185	75	36	and	and	CCONJ
easat-9185	75	37	technology	technology	NOUN
easat-9185	75	38	issn	issn	PROPN
easat-9185	75	39	:	:	PUNCT
easat-9185	75	40	2576	2576	NUM
easat-9185	75	41	-	-	SYM
easat-9185	75	42	8484	8484	NUM
easat-9185	75	43	vol	vol	NOUN
easat-9185	75	44	.	.	PROPN
easat-9185	76	1	9	9	NUM
easat-9185	76	2	,	,	PUNCT
easat-9185	76	3	no	no	INTJ
easat-9185	76	4	.	.	NOUN
easat-9185	76	5	7	7	NUM
easat-9185	76	6	:	:	SYM
easat-9185	76	7	2365	2365	NUM
easat-9185	76	8	-	-	SYM
easat-9185	76	9	2381	2381	NUM
easat-9185	76	10	,	,	PUNCT
easat-9185	76	11	2025	2025	NUM
easat-9185	76	12	doi	doi	NOUN
easat-9185	76	13	:	:	PUNCT
easat-9185	76	14	10.55214/2576	10.55214/2576	NUM
easat-9185	76	15	-	-	SYM
easat-9185	76	16	8484.v9i7.9185	8484.v9i7.9185	NOUN
easat-9185	77	1	©	©	PROPN
easat-9185	77	2	2025	2025	NUM
easat-9185	77	3	by	by	ADP
easat-9185	77	4	the	the	DET
easat-9185	77	5	authors	author	NOUN
easat-9185	77	6	;	;	PUNCT
easat-9185	77	7	licensee	licensee	PROPN
easat-9185	77	8	learning	learn	VERB
easat-9185	77	9	gate	gate	PROPN
easat-9185	77	10	vision	vision	NOUN
easat-9185	77	11	to	to	PART
easat-9185	77	12	edit	edit	VERB
easat-9185	77	13	videos	video	NOUN
easat-9185	77	14	based	base	VERB
easat-9185	77	15	on	on	ADP
easat-9185	77	16	scripted	script	VERB
easat-9185	77	17	dialogue	dialogue	NOUN
easat-9185	77	18	(	(	PUNCT
easat-9185	77	19	such	such	ADJ
easat-9185	77	20	as	as	ADP
easat-9185	77	21	the	the	DET
easat-9185	77	22	system	system	NOUN
easat-9185	77	23	of	of	ADP
easat-9185	77	24	learning	learn	VERB
easat-9185	77	25	on	on	ADP
easat-9185	77	26	screen	screen	NOUN
easat-9185	77	27	[	[	X
easat-9185	77	28	5	5	NUM
easat-9185	77	29	]	]	PUNCT
easat-9185	77	30	to	to	PART
easat-9185	77	31	automatically	automatically	ADV
easat-9185	77	32	create	create	VERB
easat-9185	77	33	dialogue	dialogue	NOUN
easat-9185	77	34	scenes	scene	NOUN
easat-9185	77	35	)	)	PUNCT
easat-9185	78	1	[	[	X
easat-9185	78	2	5	5	NUM
easat-9185	78	3	]	]	PUNCT
easat-9185	78	4	.	.	PUNCT
easat-9185	79	1	although	although	SCONJ
easat-9185	79	2	current	current	ADJ
easat-9185	79	3	ai	ai	VERB
easat-9185	79	4	applications	application	NOUN
easat-9185	79	5	for	for	ADP
easat-9185	79	6	video	video	NOUN
easat-9185	79	7	are	be	AUX
easat-9185	79	8	largely	largely	ADV
easat-9185	79	9	focused	focus	VERB
easat-9185	79	10	on	on	ADP
easat-9185	79	11	simple	simple	ADJ
easat-9185	79	12	cases	case	NOUN
easat-9185	79	13	(	(	PUNCT
easat-9185	79	14	short	short	ADJ
easat-9185	79	15	videos	video	NOUN
easat-9185	79	16	,	,	PUNCT
easat-9185	79	17	well	well	ADV
easat-9185	79	18	-	-	PUNCT
easat-9185	79	19	structured	structure	VERB
easat-9185	79	20	content	content	NOUN
easat-9185	79	21	)	)	PUNCT
easat-9185	79	22	,	,	PUNCT
easat-9185	79	23	this	this	DET
easat-9185	79	24	trend	trend	NOUN
easat-9185	79	25	promises	promise	VERB
easat-9185	79	26	to	to	PART
easat-9185	79	27	expand	expand	VERB
easat-9185	79	28	to	to	ADP
easat-9185	79	29	more	more	ADV
easat-9185	79	30	complex	complex	ADJ
easat-9185	79	31	types	type	NOUN
easat-9185	79	32	of	of	ADP
easat-9185	79	33	videos	video	NOUN
easat-9185	79	34	in	in	ADP
easat-9185	79	35	the	the	DET
easat-9185	79	36	near	near	ADJ
easat-9185	79	37	future	future	NOUN
easat-9185	79	38	.	.	PUNCT
easat-9185	80	1	for	for	ADP
easat-9185	80	2	services	service	NOUN
easat-9185	80	3	such	such	ADJ
easat-9185	80	4	as	as	ADP
easat-9185	80	5	real	real	ADJ
easat-9185	80	6	estate	estate	NOUN
easat-9185	80	7	videos	video	NOUN
easat-9185	80	8	or	or	CCONJ
easat-9185	80	9	product	product	NOUN
easat-9185	80	10	advertising	advertising	NOUN
easat-9185	80	11	videos	video	NOUN
easat-9185	80	12	,	,	PUNCT
easat-9185	80	13	ai	ai	VERB
easat-9185	80	14	can	can	AUX
easat-9185	80	15	assist	assist	VERB
easat-9185	80	16	in	in	ADP
easat-9185	80	17	stabilizing	stabilizing	NOUN
easat-9185	80	18	frames	frame	NOUN
easat-9185	80	19	,	,	PUNCT
easat-9185	80	20	adjusting	adjust	VERB
easat-9185	80	21	colors	color	NOUN
easat-9185	80	22	in	in	ADP
easat-9185	80	23	batches	batch	NOUN
easat-9185	80	24	,	,	PUNCT
easat-9185	80	25	adding	add	VERB
easat-9185	80	26	suitable	suitable	ADJ
easat-9185	80	27	background	background	NOUN
easat-9185	80	28	music	music	NOUN
easat-9185	80	29	,	,	PUNCT
easat-9185	80	30	and	and	CCONJ
easat-9185	80	31	even	even	ADV
easat-9185	80	32	arranging	arrange	VERB
easat-9185	80	33	video	video	NOUN
easat-9185	80	34	layouts	layout	NOUN
easat-9185	80	35	according	accord	VERB
easat-9185	80	36	to	to	ADP
easat-9185	80	37	available	available	ADJ
easat-9185	80	38	templates	template	NOUN
easat-9185	80	39	.	.	PUNCT
easat-9185	81	1	these	these	DET
easat-9185	81	2	supports	support	NOUN
easat-9185	81	3	will	will	AUX
easat-9185	81	4	help	help	VERB
easat-9185	81	5	editors	editor	NOUN
easat-9185	81	6	focus	focus	VERB
easat-9185	81	7	more	more	ADV
easat-9185	81	8	on	on	ADP
easat-9185	81	9	the	the	DET
easat-9185	81	10	creative	creative	ADJ
easat-9185	81	11	aspect	aspect	NOUN
easat-9185	81	12	,	,	PUNCT
easat-9185	81	13	while	while	SCONJ
easat-9185	81	14	shortening	shorten	VERB
easat-9185	81	15	the	the	DET
easat-9185	81	16	time	time	NOUN
easat-9185	81	17	to	to	PART
easat-9185	81	18	complete	complete	VERB
easat-9185	81	19	the	the	DET
easat-9185	81	20	product	product	NOUN
easat-9185	81	21	.	.	PUNCT
easat-9185	82	1	expert	expert	NOUN
easat-9185	82	2	systems	system	NOUN
easat-9185	82	3	and	and	CCONJ
easat-9185	82	4	service	service	NOUN
easat-9185	82	5	process	process	NOUN
easat-9185	82	6	automation	automation	NOUN
easat-9185	82	7	:	:	PUNCT
easat-9185	82	8	the	the	DET
easat-9185	82	9	traditional	traditional	ADJ
easat-9185	82	10	concept	concept	NOUN
easat-9185	82	11	of	of	ADP
easat-9185	82	12	expert	expert	NOUN
easat-9185	82	13	systems	system	NOUN
easat-9185	82	14	refers	refer	VERB
easat-9185	82	15	to	to	ADP
easat-9185	82	16	computer	computer	NOUN
easat-9185	82	17	systems	system	NOUN
easat-9185	82	18	that	that	PRON
easat-9185	82	19	simulate	simulate	VERB
easat-9185	82	20	human	human	ADJ
easat-9185	82	21	expert	expert	NOUN
easat-9185	82	22	decisions	decision	NOUN
easat-9185	82	23	based	base	VERB
easat-9185	82	24	on	on	ADP
easat-9185	82	25	encoded	encode	VERB
easat-9185	82	26	rules	rule	NOUN
easat-9185	82	27	and	and	CCONJ
easat-9185	82	28	knowledge	knowledge	NOUN
easat-9185	82	29	.	.	PUNCT
easat-9185	83	1	today	today	NOUN
easat-9185	83	2	,	,	PUNCT
easat-9185	83	3	with	with	ADP
easat-9185	83	4	the	the	DET
easat-9185	83	5	support	support	NOUN
easat-9185	83	6	of	of	ADP
easat-9185	83	7	ai	ai	PROPN
easat-9185	83	8	,	,	PUNCT
easat-9185	83	9	modern	modern	ADJ
easat-9185	83	10	expert	expert	NOUN
easat-9185	83	11	systems	system	NOUN
easat-9185	83	12	can	can	AUX
easat-9185	83	13	flexibly	flexibly	ADV
easat-9185	83	14	combine	combine	VERB
easat-9185	83	15	rule	rule	NOUN
easat-9185	83	16	-	-	PUNCT
easat-9185	83	17	based	base	VERB
easat-9185	83	18	reasoning	reasoning	NOUN
easat-9185	83	19	and	and	CCONJ
easat-9185	83	20	machine	machine	NOUN
easat-9185	83	21	learning	learning	NOUN
easat-9185	83	22	models	model	NOUN
easat-9185	83	23	to	to	PART
easat-9185	83	24	make	make	VERB
easat-9185	83	25	optimal	optimal	ADJ
easat-9185	83	26	decisions	decision	NOUN
easat-9185	83	27	.	.	PUNCT
easat-9185	84	1	in	in	ADP
easat-9185	84	2	the	the	DET
easat-9185	84	3	context	context	NOUN
easat-9185	84	4	of	of	ADP
easat-9185	84	5	media	medium	NOUN
easat-9185	84	6	editing	edit	VERB
easat-9185	84	7	services	service	NOUN
easat-9185	84	8	,	,	PUNCT
easat-9185	84	9	an	an	DET
easat-9185	84	10	expert	expert	NOUN
easat-9185	84	11	system	system	NOUN
easat-9185	84	12	can	can	AUX
easat-9185	84	13	take	take	VERB
easat-9185	84	14	on	on	ADP
easat-9185	84	15	the	the	DET
easat-9185	84	16	role	role	NOUN
easat-9185	84	17	of	of	ADP
easat-9185	84	18	an	an	DET
easat-9185	84	19	“	"	PUNCT
easat-9185	84	20	intelligent	intelligent	ADJ
easat-9185	84	21	coordinator	coordinator	NOUN
easat-9185	84	22	”	"	PUNCT
easat-9185	84	23	–	–	PUNCT
easat-9185	84	24	automatically	automatically	ADV
easat-9185	84	25	analyzing	analyze	VERB
easat-9185	84	26	customer	customer	NOUN
easat-9185	84	27	requests	request	NOUN
easat-9185	84	28	,	,	PUNCT
easat-9185	84	29	then	then	ADV
easat-9185	84	30	planning	plan	VERB
easat-9185	84	31	the	the	DET
easat-9185	84	32	implementation	implementation	NOUN
easat-9185	84	33	:	:	PUNCT
easat-9185	84	34	whether	whether	SCONJ
easat-9185	84	35	to	to	PART
easat-9185	84	36	assign	assign	VERB
easat-9185	84	37	ai	ai	VERB
easat-9185	84	38	to	to	PART
easat-9185	84	39	process	process	VERB
easat-9185	84	40	automatically	automatically	ADV
easat-9185	84	41	or	or	CCONJ
easat-9185	84	42	to	to	ADP
easat-9185	84	43	which	which	DET
easat-9185	84	44	editor	editor	NOUN
easat-9185	84	45	,	,	PUNCT
easat-9185	84	46	what	what	DET
easat-9185	84	47	intermediate	intermediate	ADJ
easat-9185	84	48	steps	step	NOUN
easat-9185	84	49	to	to	PART
easat-9185	84	50	go	go	VERB
easat-9185	84	51	through	through	ADV
easat-9185	84	52	,	,	PUNCT
easat-9185	84	53	etc	etc	X
easat-9185	84	54	.	.	X
easat-9185	84	55	there	there	PRON
easat-9185	84	56	are	be	VERB
easat-9185	84	57	related	relate	VERB
easat-9185	84	58	semi	semi	ADJ
easat-9185	84	59	-	-	ADJ
easat-9185	84	60	automated	automated	ADJ
easat-9185	84	61	platforms	platform	NOUN
easat-9185	84	62	on	on	ADP
easat-9185	84	63	the	the	DET
easat-9185	84	64	market	market	NOUN
easat-9185	84	65	.	.	PUNCT
easat-9185	85	1	for	for	ADP
easat-9185	85	2	example	example	NOUN
easat-9185	85	3	,	,	PUNCT
easat-9185	85	4	pixelz	pixelz	NOUN
easat-9185	85	5	–	–	PUNCT
easat-9185	85	6	an	an	DET
easat-9185	85	7	e	e	NOUN
easat-9185	85	8	-	-	NOUN
easat-9185	85	9	commerce	commerce	NOUN
easat-9185	85	10	product	product	NOUN
easat-9185	85	11	image	image	NOUN
easat-9185	85	12	processing	process	VERB
easat-9185	85	13	company	company	NOUN
easat-9185	85	14	–	–	PUNCT
easat-9185	85	15	has	have	AUX
easat-9185	85	16	developed	develop	VERB
easat-9185	85	17	a	a	DET
easat-9185	85	18	“	"	PUNCT
easat-9185	85	19	photoshop	photoshop	NOUN
easat-9185	85	20	pipeline	pipeline	NOUN
easat-9185	85	21	”	"	PUNCT
easat-9185	85	22	called	call	VERB
easat-9185	85	23	saw	see	VERB
easat-9185	85	24	™	™	NOUN
easat-9185	85	25	,	,	PUNCT
easat-9185	85	26	in	in	ADP
easat-9185	85	27	which	which	PRON
easat-9185	85	28	the	the	DET
easat-9185	85	29	photo	photo	NOUN
easat-9185	85	30	editing	editing	NOUN
easat-9185	85	31	process	process	NOUN
easat-9185	85	32	is	be	AUX
easat-9185	85	33	broken	break	VERB
easat-9185	85	34	down	down	ADP
easat-9185	85	35	into	into	ADP
easat-9185	85	36	hundreds	hundred	NOUN
easat-9185	85	37	of	of	ADP
easat-9185	85	38	micro	micro	NOUN
easat-9185	85	39	-	-	NOUN
easat-9185	85	40	steps	step	NOUN
easat-9185	85	41	performed	perform	VERB
easat-9185	85	42	jointly	jointly	ADV
easat-9185	85	43	by	by	ADP
easat-9185	85	44	ai	ai	ADP
easat-9185	85	45	and	and	CCONJ
easat-9185	85	46	experts	expert	NOUN
easat-9185	85	47	[	[	X
easat-9185	85	48	6	6	NUM
easat-9185	85	49	]	]	PUNCT
easat-9185	85	50	.	.	PUNCT
easat-9185	86	1	reports	report	VERB
easat-9185	86	2	that	that	SCONJ
easat-9185	86	3	they	they	PRON
easat-9185	86	4	have	have	AUX
easat-9185	86	5	automated	automate	VERB
easat-9185	86	6	around	around	ADP
easat-9185	86	7	64	64	NUM
easat-9185	86	8	%	%	NOUN
easat-9185	86	9	of	of	ADP
easat-9185	86	10	their	their	PRON
easat-9185	86	11	photo	photo	NOUN
easat-9185	86	12	editing	edit	VERB
easat-9185	86	13	workload	workload	NOUN
easat-9185	86	14	in	in	ADP
easat-9185	86	15	2021	2021	NUM
easat-9185	86	16	(	(	PUNCT
easat-9185	86	17	up	up	ADP
easat-9185	86	18	from	from	ADP
easat-9185	86	19	20	20	NUM
easat-9185	86	20	%	%	NOUN
easat-9185	86	21	a	a	DET
easat-9185	86	22	few	few	ADJ
easat-9185	86	23	years	year	NOUN
easat-9185	86	24	ago	ago	ADV
easat-9185	86	25	)	)	PUNCT
easat-9185	87	1	[	[	X
easat-9185	87	2	6	6	NUM
easat-9185	87	3	]	]	PUNCT
easat-9185	87	4	by	by	ADP
easat-9185	87	5	applying	apply	VERB
easat-9185	87	6	lean	lean	ADJ
easat-9185	87	7	manufacturing	manufacturing	NOUN
easat-9185	87	8	principles	principle	NOUN
easat-9185	87	9	and	and	CCONJ
easat-9185	87	10	training	train	VERB
easat-9185	87	11	their	their	PRON
easat-9185	87	12	ai	ai	NOUN
easat-9185	87	13	on	on	ADP
easat-9185	87	14	the	the	DET
easat-9185	87	15	data	datum	NOUN
easat-9185	87	16	of	of	ADP
easat-9185	87	17	millions	million	NOUN
easat-9185	87	18	of	of	ADP
easat-9185	87	19	photos	photo	NOUN
easat-9185	87	20	they	they	PRON
easat-9185	87	21	have	have	AUX
easat-9185	87	22	collected	collect	VERB
easat-9185	87	23	.	.	PUNCT
easat-9185	88	1	pixelz	pixelz	NOUN
easat-9185	88	2	[	[	X
easat-9185	88	3	6	6	NUM
easat-9185	88	4	]	]	PUNCT
easat-9185	88	5	ceo	ceo	NOUN
easat-9185	88	6	shares	share	NOUN
easat-9185	88	7	that	that	PRON
easat-9185	88	8	by	by	ADP
easat-9185	88	9	storing	store	VERB
easat-9185	88	10	all	all	DET
easat-9185	88	11	photoshop	photoshop	NOUN
easat-9185	88	12	operations	operation	NOUN
easat-9185	88	13	and	and	CCONJ
easat-9185	88	14	analyzing	analyze	VERB
easat-9185	88	15	this	this	DET
easat-9185	88	16	data	data	NOUN
easat-9185	88	17	,	,	PUNCT
easat-9185	88	18	they	they	PRON
easat-9185	88	19	can	can	AUX
easat-9185	88	20	train	train	VERB
easat-9185	88	21	the	the	DET
easat-9185	88	22	ai	ai	NOUN
easat-9185	88	23	to	to	PART
easat-9185	88	24	solve	solve	VERB
easat-9185	88	25	each	each	DET
easat-9185	88	26	small	small	ADJ
easat-9185	88	27	step	step	NOUN
easat-9185	88	28	,	,	PUNCT
easat-9185	88	29	guided	guide	VERB
easat-9185	88	30	by	by	ADP
easat-9185	88	31	the	the	DET
easat-9185	88	32	accumulated	accumulate	VERB
easat-9185	88	33	knowledge	knowledge	NOUN
easat-9185	88	34	of	of	ADP
easat-9185	88	35	experts	expert	NOUN
easat-9185	88	36	.	.	PUNCT
easat-9185	89	1	pixelz	pixelz	PROPN
easat-9185	89	2	[	[	X
easat-9185	89	3	6	6	NUM
easat-9185	89	4	]	]	PUNCT
easat-9185	89	5	experience	experience	NOUN
easat-9185	89	6	shows	show	VERB
easat-9185	89	7	that	that	SCONJ
easat-9185	89	8	tightly	tightly	ADV
easat-9185	89	9	combining	combine	VERB
easat-9185	89	10	humans	human	NOUN
easat-9185	89	11	and	and	CCONJ
easat-9185	89	12	machines	machine	NOUN
easat-9185	89	13	in	in	ADP
easat-9185	89	14	a	a	DET
easat-9185	89	15	standardized	standardized	ADJ
easat-9185	89	16	process	process	NOUN
easat-9185	89	17	can	can	AUX
easat-9185	89	18	significantly	significantly	ADV
easat-9185	89	19	improve	improve	VERB
easat-9185	89	20	efficiency	efficiency	NOUN
easat-9185	89	21	:	:	PUNCT
easat-9185	89	22	order	order	NOUN
easat-9185	89	23	processing	processing	NOUN
easat-9185	89	24	time	time	NOUN
easat-9185	89	25	is	be	AUX
easat-9185	89	26	reduced	reduce	VERB
easat-9185	89	27	from	from	ADP
easat-9185	89	28	days	day	NOUN
easat-9185	89	29	to	to	ADP
easat-9185	89	30	hours	hour	NOUN
easat-9185	89	31	,	,	PUNCT
easat-9185	89	32	even	even	ADV
easat-9185	89	33	just	just	ADV
easat-9185	89	34	minutes	minute	NOUN
easat-9185	89	35	for	for	ADP
easat-9185	89	36	a	a	DET
easat-9185	89	37	photo	photo	NOUN
easat-9185	89	38	at	at	ADP
easat-9185	89	39	scale	scale	NOUN
easat-9185	89	40	.	.	PUNCT
easat-9185	90	1	this	this	PRON
easat-9185	90	2	illustrates	illustrate	VERB
easat-9185	90	3	the	the	DET
easat-9185	90	4	huge	huge	ADJ
easat-9185	90	5	commercial	commercial	ADJ
easat-9185	90	6	potential	potential	NOUN
easat-9185	90	7	if	if	SCONJ
easat-9185	90	8	ai	ai	NOUN
easat-9185	90	9	is	be	AUX
easat-9185	90	10	properly	properly	ADV
easat-9185	90	11	exploited	exploit	VERB
easat-9185	90	12	–	–	PUNCT
easat-9185	90	13	in	in	ADP
easat-9185	90	14	fact	fact	NOUN
easat-9185	90	15	,	,	PUNCT
easat-9185	90	16	pixelz	pixelz	NOUN
easat-9185	90	17	has	have	AUX
easat-9185	90	18	received	receive	VERB
easat-9185	90	19	millions	million	NOUN
easat-9185	90	20	of	of	ADP
easat-9185	90	21	dollars	dollar	NOUN
easat-9185	90	22	in	in	ADP
easat-9185	90	23	funding	fund	VERB
easat-9185	90	24	thanks	thank	NOUN
easat-9185	90	25	to	to	ADP
easat-9185	90	26	its	its	PRON
easat-9185	90	27	ai	ai	ADJ
easat-9185	90	28	-	-	ADJ
easat-9185	90	29	centric	centric	ADJ
easat-9185	90	30	development	development	NOUN
easat-9185	90	31	strategy	strategy	NOUN
easat-9185	90	32	.	.	PUNCT
easat-9185	91	1	however	however	ADV
easat-9185	91	2	,	,	PUNCT
easat-9185	91	3	there	there	PRON
easat-9185	91	4	is	be	VERB
easat-9185	91	5	still	still	ADV
easat-9185	91	6	no	no	DET
easat-9185	91	7	platform	platform	NOUN
easat-9185	91	8	that	that	PRON
easat-9185	91	9	integrates	integrate	VERB
easat-9185	91	10	all	all	DET
easat-9185	91	11	photo	photo	NOUN
easat-9185	91	12	,	,	PUNCT
easat-9185	91	13	video	video	NOUN
easat-9185	91	14	and	and	CCONJ
easat-9185	91	15	virtual	virtual	ADJ
easat-9185	91	16	architecture	architecture	NOUN
easat-9185	91	17	services	service	NOUN
easat-9185	91	18	into	into	ADP
easat-9185	91	19	a	a	DET
easat-9185	91	20	single	single	ADJ
easat-9185	91	21	,	,	PUNCT
easat-9185	91	22	highly	highly	ADV
easat-9185	91	23	automated	automate	VERB
easat-9185	91	24	system	system	NOUN
easat-9185	91	25	.	.	PUNCT
easat-9185	92	1	processes	process	NOUN
easat-9185	92	2	such	such	ADJ
easat-9185	92	3	as	as	ADP
easat-9185	92	4	customer	customer	NOUN
easat-9185	92	5	communication	communication	NOUN
easat-9185	92	6	,	,	PUNCT
easat-9185	92	7	quality	quality	NOUN
easat-9185	92	8	control	control	NOUN
easat-9185	92	9	,	,	PUNCT
easat-9185	92	10	and	and	CCONJ
easat-9185	92	11	payment	payment	NOUN
easat-9185	92	12	are	be	AUX
easat-9185	92	13	still	still	ADV
easat-9185	92	14	largely	largely	ADV
easat-9185	92	15	handled	handle	VERB
easat-9185	92	16	by	by	ADP
easat-9185	92	17	humans	human	NOUN
easat-9185	92	18	on	on	ADP
easat-9185	92	19	freelancer	freelancer	NOUN
easat-9185	92	20	platforms	platform	NOUN
easat-9185	92	21	or	or	CCONJ
easat-9185	92	22	via	via	ADP
easat-9185	92	23	email	email	NOUN
easat-9185	92	24	,	,	PUNCT
easat-9185	92	25	hindering	hinder	VERB
easat-9185	92	26	user	user	NOUN
easat-9185	92	27	experience	experience	NOUN
easat-9185	92	28	and	and	CCONJ
easat-9185	92	29	making	make	VERB
easat-9185	92	30	it	it	PRON
easat-9185	92	31	difficult	difficult	ADJ
easat-9185	92	32	to	to	PART
easat-9185	92	33	scale	scale	VERB
easat-9185	92	34	.	.	PUNCT
easat-9185	93	1	this	this	PRON
easat-9185	93	2	is	be	AUX
easat-9185	93	3	the	the	DET
easat-9185	93	4	gap	gap	NOUN
easat-9185	93	5	that	that	PRON
easat-9185	93	6	our	our	PRON
easat-9185	93	7	proposed	propose	VERB
easat-9185	93	8	system	system	NOUN
easat-9185	93	9	aims	aim	VERB
easat-9185	93	10	to	to	PART
easat-9185	93	11	fill	fill	VERB
easat-9185	93	12	.	.	PUNCT
easat-9185	94	1	by	by	ADP
easat-9185	94	2	integrating	integrate	VERB
easat-9185	94	3	chatbots	chatbot	NOUN
easat-9185	94	4	for	for	ADP
easat-9185	94	5	customer	customer	NOUN
easat-9185	94	6	interaction	interaction	NOUN
easat-9185	94	7	and	and	CCONJ
easat-9185	94	8	blockchain	blockchain	NOUN
easat-9185	94	9	for	for	ADP
easat-9185	94	10	payment	payment	NOUN
easat-9185	94	11	management	management	NOUN
easat-9185	94	12	,	,	PUNCT
easat-9185	94	13	the	the	DET
easat-9185	94	14	system	system	NOUN
easat-9185	94	15	will	will	AUX
easat-9185	94	16	automate	automate	VERB
easat-9185	94	17	not	not	PART
easat-9185	94	18	only	only	ADV
easat-9185	94	19	the	the	DET
easat-9185	94	20	technical	technical	ADJ
easat-9185	94	21	editing	editing	NOUN
easat-9185	94	22	process	process	NOUN
easat-9185	94	23	but	but	CCONJ
easat-9185	94	24	also	also	ADV
easat-9185	94	25	the	the	DET
easat-9185	94	26	entire	entire	ADJ
easat-9185	94	27	service	service	NOUN
easat-9185	94	28	operation	operation	NOUN
easat-9185	94	29	process	process	NOUN
easat-9185	94	30	.	.	PUNCT
easat-9185	95	1	advances	advance	NOUN
easat-9185	95	2	in	in	ADP
easat-9185	95	3	customer	customer	NOUN
easat-9185	95	4	support	support	NOUN
easat-9185	95	5	chatbots	chatbot	NOUN
easat-9185	95	6	show	show	VERB
easat-9185	95	7	promise	promise	NOUN
easat-9185	95	8	:	:	PUNCT
easat-9185	95	9	studies	study	NOUN
easat-9185	95	10	show	show	VERB
easat-9185	95	11	that	that	SCONJ
easat-9185	95	12	chatbots	chatbot	NOUN
easat-9185	95	13	can	can	AUX
easat-9185	95	14	handle	handle	VERB
easat-9185	95	15	up	up	ADP
easat-9185	95	16	to	to	PART
easat-9185	95	17	70	70	NUM
easat-9185	95	18	%	%	NOUN
easat-9185	95	19	of	of	ADP
easat-9185	95	20	frequently	frequently	ADV
easat-9185	95	21	asked	ask	VERB
easat-9185	95	22	questions	question	NOUN
easat-9185	95	23	from	from	ADP
easat-9185	95	24	customers	customer	NOUN
easat-9185	95	25	,	,	PUNCT
easat-9185	95	26	freeing	free	VERB
easat-9185	95	27	up	up	ADP
easat-9185	95	28	human	human	ADJ
easat-9185	95	29	resources	resource	NOUN
easat-9185	95	30	for	for	ADP
easat-9185	95	31	more	more	ADJ
easat-9185	95	32	complex	complex	ADJ
easat-9185	95	33	issues	issue	NOUN
easat-9185	95	34	[	[	X
easat-9185	95	35	7	7	NUM
easat-9185	95	36	]	]	PUNCT
easat-9185	95	37	.	.	PUNCT
easat-9185	96	1	notably	notably	ADV
easat-9185	96	2	,	,	PUNCT
easat-9185	96	3	ibm	ibm	PROPN
easat-9185	96	4	estimates	estimate	VERB
easat-9185	96	5	that	that	SCONJ
easat-9185	96	6	businesses	business	NOUN
easat-9185	96	7	can	can	AUX
easat-9185	96	8	save	save	VERB
easat-9185	96	9	up	up	ADP
easat-9185	96	10	to	to	PART
easat-9185	96	11	30	30	NUM
easat-9185	96	12	%	%	NOUN
easat-9185	96	13	on	on	ADP
easat-9185	96	14	customer	customer	NOUN
easat-9185	96	15	care	care	NOUN
easat-9185	96	16	costs	cost	NOUN
easat-9185	96	17	if	if	SCONJ
easat-9185	96	18	chatbots	chatbot	NOUN
easat-9185	96	19	are	be	AUX
easat-9185	96	20	deployed	deploy	VERB
easat-9185	96	21	effectively	effectively	ADV
easat-9185	96	22	[	[	X
easat-9185	96	23	8	8	NUM
easat-9185	96	24	]	]	PUNCT
easat-9185	96	25	.	.	PUNCT
easat-9185	97	1	therefore	therefore	ADV
easat-9185	97	2	,	,	PUNCT
easat-9185	97	3	integrating	integrate	VERB
easat-9185	97	4	ai	ai	VERB
easat-9185	97	5	chatbots	chatbot	NOUN
easat-9185	97	6	into	into	ADP
easat-9185	97	7	the	the	DET
easat-9185	97	8	system	system	NOUN
easat-9185	97	9	will	will	AUX
easat-9185	97	10	help	help	VERB
easat-9185	97	11	operate	operate	VERB
easat-9185	97	12	smoothly	smoothly	ADV
easat-9185	97	13	24/7	24/7	NUM
easat-9185	97	14	without	without	ADP
easat-9185	97	15	the	the	DET
easat-9185	97	16	need	need	NOUN
easat-9185	97	17	for	for	ADP
easat-9185	97	18	a	a	DET
easat-9185	97	19	corresponding	corresponding	ADJ
easat-9185	97	20	increase	increase	NOUN
easat-9185	97	21	in	in	ADP
easat-9185	97	22	support	support	NOUN
easat-9185	97	23	staff	staff	NOUN
easat-9185	97	24	.	.	PUNCT
easat-9185	98	1	finally	finally	ADV
easat-9185	98	2	,	,	PUNCT
easat-9185	98	3	blockchain	blockchain	PROPN
easat-9185	98	4	technology	technology	PROPN
easat-9185	98	5	offers	offer	VERB
easat-9185	98	6	a	a	DET
easat-9185	98	7	unique	unique	ADJ
easat-9185	98	8	solution	solution	NOUN
easat-9185	98	9	to	to	ADP
easat-9185	98	10	the	the	DET
easat-9185	98	11	problem	problem	NOUN
easat-9185	98	12	of	of	ADP
easat-9185	98	13	trust	trust	NOUN
easat-9185	98	14	and	and	CCONJ
easat-9185	98	15	transaction	transaction	NOUN
easat-9185	98	16	security	security	NOUN
easat-9185	98	17	in	in	ADP
easat-9185	98	18	the	the	DET
easat-9185	98	19	digital	digital	ADJ
easat-9185	98	20	service	service	NOUN
easat-9185	98	21	model	model	NOUN
easat-9185	98	22	.	.	PUNCT
easat-9185	99	1	on	on	ADP
easat-9185	99	2	traditional	traditional	ADJ
easat-9185	99	3	freelance	freelance	NOUN
easat-9185	99	4	platforms	platform	NOUN
easat-9185	99	5	,	,	PUNCT
easat-9185	99	6	there	there	PRON
easat-9185	99	7	are	be	VERB
easat-9185	99	8	often	often	ADV
easat-9185	99	9	risks	risk	NOUN
easat-9185	99	10	:	:	PUNCT
easat-9185	99	11	customers	customer	NOUN
easat-9185	99	12	who	who	PRON
easat-9185	99	13	pay	pay	VERB
easat-9185	99	14	in	in	ADP
easat-9185	99	15	advance	advance	NOUN
easat-9185	99	16	are	be	AUX
easat-9185	99	17	worried	worried	ADJ
easat-9185	99	18	that	that	SCONJ
easat-9185	99	19	the	the	DET
easat-9185	99	20	product	product	NOUN
easat-9185	99	21	will	will	AUX
easat-9185	99	22	not	not	PART
easat-9185	99	23	meet	meet	VERB
easat-9185	99	24	their	their	PRON
easat-9185	99	25	requirements	requirement	NOUN
easat-9185	99	26	,	,	PUNCT
easat-9185	99	27	and	and	CCONJ
easat-9185	99	28	service	service	NOUN
easat-9185	99	29	providers	provider	NOUN
easat-9185	99	30	who	who	PRON
easat-9185	99	31	deliver	deliver	VERB
easat-9185	99	32	the	the	DET
easat-9185	99	33	product	product	NOUN
easat-9185	99	34	are	be	AUX
easat-9185	99	35	afraid	afraid	ADJ
easat-9185	99	36	that	that	SCONJ
easat-9185	99	37	the	the	DET
easat-9185	99	38	customer	customer	NOUN
easat-9185	99	39	will	will	AUX
easat-9185	99	40	not	not	PART
easat-9185	99	41	pay	pay	VERB
easat-9185	99	42	.	.	PUNCT
easat-9185	100	1	blockchain	blockchain	PROPN
easat-9185	100	2	allows	allow	VERB
easat-9185	100	3	the	the	DET
easat-9185	100	4	deployment	deployment	NOUN
easat-9185	100	5	of	of	ADP
easat-9185	100	6	smart	smart	ADJ
easat-9185	100	7	contracts	contract	NOUN
easat-9185	100	8	to	to	PART
easat-9185	100	9	act	act	VERB
easat-9185	100	10	as	as	ADP
easat-9185	100	11	a	a	DET
easat-9185	100	12	guarantee	guarantee	NOUN
easat-9185	100	13	intermediary	intermediary	NOUN
easat-9185	100	14	the	the	DET
easat-9185	100	15	payment	payment	NOUN
easat-9185	100	16	amount	amount	NOUN
easat-9185	100	17	will	will	AUX
easat-9185	100	18	be	be	AUX
easat-9185	100	19	kept	keep	VERB
easat-9185	100	20	in	in	ADP
easat-9185	100	21	the	the	DET
easat-9185	100	22	smart	smart	ADJ
easat-9185	100	23	contract	contract	NOUN
easat-9185	100	24	and	and	CCONJ
easat-9185	100	25	will	will	AUX
easat-9185	100	26	only	only	ADV
easat-9185	100	27	be	be	AUX
easat-9185	100	28	disbursed	disburse	VERB
easat-9185	100	29	when	when	SCONJ
easat-9185	100	30	the	the	DET
easat-9185	100	31	work	work	NOUN
easat-9185	100	32	is	be	AUX
easat-9185	100	33	completed	complete	VERB
easat-9185	100	34	and	and	CCONJ
easat-9185	100	35	satisfies	satisfy	VERB
easat-9185	100	36	the	the	DET
easat-9185	100	37	agreed	agree	VERB
easat-9185	100	38	conditions	condition	NOUN
easat-9185	101	1	[	[	X
easat-9185	101	2	9	9	NUM
easat-9185	101	3	]	]	PUNCT
easat-9185	101	4	.	.	PUNCT
easat-9185	102	1	this	this	DET
easat-9185	102	2	model	model	NOUN
easat-9185	102	3	has	have	AUX
easat-9185	102	4	been	be	AUX
easat-9185	102	5	tested	test	VERB
easat-9185	102	6	in	in	ADP
easat-9185	102	7	a	a	DET
easat-9185	102	8	number	number	NOUN
easat-9185	102	9	of	of	ADP
easat-9185	102	10	decentralized	decentralize	VERB
easat-9185	102	11	applications	application	NOUN
easat-9185	102	12	for	for	ADP
easat-9185	102	13	freelancers	freelancer	NOUN
easat-9185	102	14	,	,	PUNCT
easat-9185	102	15	helping	help	VERB
easat-9185	102	16	to	to	PART
easat-9185	102	17	reduce	reduce	VERB
easat-9185	102	18	the	the	DET
easat-9185	102	19	risk	risk	NOUN
easat-9185	102	20	of	of	ADP
easat-9185	102	21	fraud	fraud	NOUN
easat-9185	102	22	and	and	CCONJ
easat-9185	102	23	disputes	dispute	NOUN
easat-9185	102	24	thanks	thank	NOUN
easat-9185	102	25	to	to	ADP
easat-9185	102	26	the	the	DET
easat-9185	102	27	transparency	transparency	NOUN
easat-9185	102	28	and	and	CCONJ
easat-9185	102	29	immutability	immutability	NOUN
easat-9185	102	30	of	of	ADP
easat-9185	102	31	blockchain	blockchain	NOUN
easat-9185	102	32	[	[	X
easat-9185	102	33	9	9	NUM
easat-9185	102	34	]	]	PUNCT
easat-9185	102	35	.	.	PUNCT
easat-9185	103	1	in	in	ADP
easat-9185	103	2	addition	addition	NOUN
easat-9185	103	3	,	,	PUNCT
easat-9185	103	4	blockchain	blockchain	PROPN
easat-9185	103	5	can	can	AUX
easat-9185	103	6	also	also	ADV
easat-9185	103	7	provide	provide	VERB
easat-9185	103	8	an	an	DET
easat-9185	103	9	immutable	immutable	ADJ
easat-9185	103	10	record	record	NOUN
easat-9185	103	11	of	of	ADP
easat-9185	103	12	important	important	ADJ
easat-9185	103	13	transactions	transaction	NOUN
easat-9185	103	14	and	and	CCONJ
easat-9185	103	15	data	datum	NOUN
easat-9185	103	16	:	:	PUNCT
easat-9185	103	17	once	once	SCONJ
easat-9185	103	18	information	information	NOUN
easat-9185	103	19	(	(	PUNCT
easat-9185	103	20	e.g.	e.g.	ADV
easat-9185	103	21	,	,	PUNCT
easat-9185	103	22	edit	edit	NOUN
easat-9185	103	23	logs	log	NOUN
easat-9185	103	24	,	,	PUNCT
easat-9185	103	25	transaction	transaction	NOUN
easat-9185	103	26	agreements	agreement	NOUN
easat-9185	103	27	)	)	PUNCT
easat-9185	103	28	is	be	AUX
easat-9185	103	29	recorded	record	VERB
easat-9185	103	30	on	on	ADP
easat-9185	103	31	the	the	DET
easat-9185	103	32	blockchain	blockchain	NOUN
easat-9185	103	33	,	,	PUNCT
easat-9185	103	34	it	it	PRON
easat-9185	103	35	can	can	AUX
easat-9185	103	36	not	not	PART
easat-9185	103	37	be	be	AUX
easat-9185	103	38	modified	modify	VERB
easat-9185	103	39	without	without	ADP
easat-9185	103	40	being	be	AUX
easat-9185	103	41	detected	detect	VERB
easat-9185	103	42	,	,	PUNCT
easat-9185	103	43	ensuring	ensure	VERB
easat-9185	103	44	data	datum	NOUN
easat-9185	103	45	integrity	integrity	NOUN
easat-9185	103	46	[	[	X
easat-9185	103	47	10	10	NUM
easat-9185	103	48	]	]	PUNCT
easat-9185	103	49	.	.	PUNCT
easat-9185	104	1	these	these	DET
easat-9185	104	2	properties	property	NOUN
easat-9185	104	3	are	be	AUX
easat-9185	104	4	very	very	ADV
easat-9185	104	5	attractive	attractive	ADJ
easat-9185	104	6	to	to	ADP
easat-9185	104	7	investors	investor	NOUN
easat-9185	104	8	and	and	CCONJ
easat-9185	104	9	high	high	ADJ
easat-9185	104	10	-	-	PUNCT
easat-9185	104	11	end	end	NOUN
easat-9185	104	12	customers	customer	NOUN
easat-9185	104	13	who	who	PRON
easat-9185	104	14	value	value	VERB
easat-9185	104	15	transparency	transparency	NOUN
easat-9185	104	16	and	and	CCONJ
easat-9185	104	17	security	security	NOUN
easat-9185	104	18	.	.	PUNCT
easat-9185	105	1	therefore	therefore	ADV
easat-9185	105	2	,	,	PUNCT
easat-9185	105	3	integrating	integrate	VERB
easat-9185	105	4	blockchain	blockchain	NOUN
easat-9185	105	5	into	into	ADP
easat-9185	105	6	the	the	DET
easat-9185	105	7	system	system	NOUN
easat-9185	105	8	promises	promise	VERB
easat-9185	105	9	to	to	PART
easat-9185	105	10	increase	increase	VERB
easat-9185	105	11	the	the	DET
easat-9185	105	12	trust	trust	NOUN
easat-9185	105	13	of	of	ADP
easat-9185	105	14	parties	party	NOUN
easat-9185	105	15	in	in	ADP
easat-9185	105	16	the	the	DET
easat-9185	105	17	automated	automate	VERB
easat-9185	105	18	service	service	NOUN
easat-9185	105	19	platform	platform	NOUN
easat-9185	105	20	we	we	PRON
easat-9185	105	21	propose	propose	VERB
easat-9185	105	22	.	.	PUNCT
easat-9185	106	1	2369	2369	NUM
easat-9185	106	2	edelweiss	edelweiss	PROPN
easat-9185	106	3	applied	apply	VERB
easat-9185	106	4	science	science	NOUN
easat-9185	106	5	and	and	CCONJ
easat-9185	106	6	technology	technology	NOUN
easat-9185	106	7	issn	issn	PROPN
easat-9185	106	8	:	:	PUNCT
easat-9185	106	9	2576	2576	NUM
easat-9185	106	10	-	-	SYM
easat-9185	106	11	8484	8484	NUM
easat-9185	106	12	vol	vol	NOUN
easat-9185	106	13	.	.	PROPN
easat-9185	107	1	9	9	NUM
easat-9185	107	2	,	,	PUNCT
easat-9185	107	3	no	no	INTJ
easat-9185	107	4	.	.	NOUN
easat-9185	107	5	7	7	NUM
easat-9185	107	6	:	:	SYM
easat-9185	107	7	2365	2365	NUM
easat-9185	107	8	-	-	SYM
easat-9185	107	9	2381	2381	NUM
easat-9185	107	10	,	,	PUNCT
easat-9185	107	11	2025	2025	NUM
easat-9185	107	12	doi	doi	NOUN
easat-9185	107	13	:	:	PUNCT
easat-9185	107	14	10.55214/2576	10.55214/2576	NUM
easat-9185	107	15	-	-	SYM
easat-9185	107	16	8484.v9i7.9185	8484.v9i7.9185	NOUN
easat-9185	108	1	©	©	PROPN
easat-9185	108	2	2025	2025	NUM
easat-9185	108	3	by	by	ADP
easat-9185	108	4	the	the	DET
easat-9185	108	5	authors	author	NOUN
easat-9185	108	6	;	;	PUNCT
easat-9185	108	7	licensee	licensee	PROPN
easat-9185	108	8	learning	learning	NOUN
easat-9185	108	9	gate	gate	NOUN
easat-9185	108	10	3	3	NUM
easat-9185	108	11	.	.	NOUN
easat-9185	108	12	method	method	NOUN
easat-9185	108	13	in	in	ADP
easat-9185	108	14	this	this	DET
easat-9185	108	15	section	section	NOUN
easat-9185	108	16	,	,	PUNCT
easat-9185	108	17	we	we	PRON
easat-9185	108	18	present	present	VERB
easat-9185	108	19	the	the	DET
easat-9185	108	20	overall	overall	ADJ
easat-9185	108	21	system	system	NOUN
easat-9185	108	22	architecture	architecture	NOUN
easat-9185	108	23	and	and	CCONJ
easat-9185	108	24	workflow	workflow	NOUN
easat-9185	108	25	from	from	ADP
easat-9185	108	26	the	the	DET
easat-9185	108	27	beginning	beginning	NOUN
easat-9185	108	28	to	to	ADP
easat-9185	108	29	the	the	DET
easat-9185	108	30	end	end	NOUN
easat-9185	108	31	of	of	ADP
easat-9185	108	32	a	a	DET
easat-9185	108	33	service	service	NOUN
easat-9185	108	34	order	order	NOUN
easat-9185	108	35	.	.	PUNCT
easat-9185	109	1	the	the	DET
easat-9185	109	2	proposed	propose	VERB
easat-9185	109	3	expert	expert	NOUN
easat-9185	109	4	system	system	NOUN
easat-9185	109	5	is	be	AUX
easat-9185	109	6	designed	design	VERB
easat-9185	109	7	according	accord	VERB
easat-9185	109	8	to	to	ADP
easat-9185	109	9	a	a	DET
easat-9185	109	10	multi	multi	ADJ
easat-9185	109	11	-	-	NOUN
easat-9185	109	12	tier	tier	NOUN
easat-9185	109	13	,	,	PUNCT
easat-9185	109	14	microservices	microservice	NOUN
easat-9185	109	15	model	model	NOUN
easat-9185	109	16	deployed	deploy	VERB
easat-9185	109	17	on	on	ADP
easat-9185	109	18	cloud	cloud	NOUN
easat-9185	109	19	infrastructure	infrastructure	NOUN
easat-9185	109	20	,	,	PUNCT
easat-9185	109	21	including	include	VERB
easat-9185	109	22	the	the	DET
easat-9185	109	23	main	main	ADJ
easat-9185	109	24	components	component	NOUN
easat-9185	109	25	:	:	PUNCT
easat-9185	109	26	customer	customer	NOUN
easat-9185	109	27	interface	interface	NOUN
easat-9185	109	28	(	(	PUNCT
easat-9185	109	29	web	web	NOUN
easat-9185	109	30	/	/	SYM
easat-9185	109	31	mobile	mobile	ADJ
easat-9185	109	32	app	app	NOUN
easat-9185	109	33	and	and	CCONJ
easat-9185	109	34	chatbot	chatbot	NOUN
easat-9185	109	35	)	)	PUNCT
easat-9185	109	36	,	,	PUNCT
easat-9185	109	37	editor	editor	NOUN
easat-9185	109	38	interface	interface	NOUN
easat-9185	109	39	,	,	PUNCT
easat-9185	109	40	intelligent	intelligent	ADJ
easat-9185	109	41	business	business	NOUN
easat-9185	109	42	processor	processor	NOUN
easat-9185	109	43	(	(	PUNCT
easat-9185	109	44	request	request	VERB
easat-9185	109	45	analysis	analysis	NOUN
easat-9185	109	46	,	,	PUNCT
easat-9185	109	47	job	job	NOUN
easat-9185	109	48	assignment	assignment	NOUN
easat-9185	109	49	,	,	PUNCT
easat-9185	109	50	quality	quality	NOUN
easat-9185	109	51	control	control	NOUN
easat-9185	109	52	)	)	PUNCT
easat-9185	109	53	,	,	PUNCT
easat-9185	109	54	specialized	specialized	PROPN
easat-9185	109	55	ai	ai	PROPN
easat-9185	109	56	services	service	NOUN
easat-9185	109	57	for	for	ADP
easat-9185	109	58	image	image	NOUN
easat-9185	109	59	/	/	SYM
easat-9185	109	60	video	video	NOUN
easat-9185	109	61	processing	processing	NOUN
easat-9185	109	62	,	,	PUNCT
easat-9185	109	63	and	and	CCONJ
easat-9185	109	64	a	a	DET
easat-9185	109	65	secure	secure	ADJ
easat-9185	109	66	payment	payment	NOUN
easat-9185	109	67	system	system	NOUN
easat-9185	109	68	integrated	integrate	VERB
easat-9185	109	69	with	with	ADP
easat-9185	109	70	blockchain	blockchain	PROPN
easat-9185	109	71	.	.	PUNCT
easat-9185	110	1	figure	figure	NOUN
easat-9185	110	2	2	2	NUM
easat-9185	110	3	below	below	ADV
easat-9185	110	4	describes	describe	VERB
easat-9185	110	5	the	the	DET
easat-9185	110	6	system	system	NOUN
easat-9185	110	7	architecture	architecture	NOUN
easat-9185	110	8	and	and	CCONJ
easat-9185	110	9	the	the	DET
easat-9185	110	10	relationships	relationship	NOUN
easat-9185	110	11	between	between	ADP
easat-9185	110	12	the	the	DET
easat-9185	110	13	components	component	NOUN
easat-9185	110	14	.	.	PUNCT
easat-9185	111	1	figure	figure	NOUN
easat-9185	111	2	2	2	NUM
easat-9185	111	3	.	.	PUNCT
easat-9185	111	4	proposed	propose	VERB
easat-9185	111	5	system	system	NOUN
easat-9185	111	6	architecture	architecture	NOUN
easat-9185	111	7	(	(	PUNCT
easat-9185	111	8	depicting	depict	VERB
easat-9185	111	9	the	the	DET
easat-9185	111	10	main	main	ADJ
easat-9185	111	11	components	component	NOUN
easat-9185	111	12	and	and	CCONJ
easat-9185	111	13	data	datum	NOUN
easat-9185	111	14	flow	flow	NOUN
easat-9185	111	15	between	between	ADP
easat-9185	111	16	them	they	PRON
easat-9185	111	17	)	)	PUNCT
easat-9185	111	18	.	.	PUNCT
easat-9185	112	1	the	the	DET
easat-9185	112	2	system	system	NOUN
easat-9185	112	3	presented	present	VERB
easat-9185	112	4	in	in	ADP
easat-9185	112	5	figure	figure	NOUN
easat-9185	112	6	2	2	NUM
easat-9185	112	7	includes	include	VERB
easat-9185	112	8	:	:	PUNCT
easat-9185	112	9	(	(	PUNCT
easat-9185	112	10	1	1	X
easat-9185	112	11	)	)	PUNCT
easat-9185	112	12	customer	customer	NOUN
easat-9185	112	13	front	front	ADJ
easat-9185	112	14	-	-	PUNCT
easat-9185	112	15	end	end	NOUN
easat-9185	112	16	on	on	ADP
easat-9185	112	17	web	web	NOUN
easat-9185	112	18	/	/	SYM
easat-9185	112	19	mobile	mobile	ADJ
easat-9185	112	20	app	app	NOUN
easat-9185	112	21	and	and	CCONJ
easat-9185	112	22	chatbot	chatbot	NOUN
easat-9185	112	23	,	,	PUNCT
easat-9185	112	24	allowing	allow	VERB
easat-9185	112	25	customers	customer	NOUN
easat-9185	112	26	to	to	PART
easat-9185	112	27	send	send	VERB
easat-9185	112	28	requests	request	NOUN
easat-9185	112	29	and	and	CCONJ
easat-9185	112	30	interact	interact	VERB
easat-9185	112	31	;	;	PUNCT
easat-9185	112	32	(	(	PUNCT
easat-9185	112	33	2	2	X
easat-9185	112	34	)	)	PUNCT
easat-9185	112	35	editor	editor	NOUN
easat-9185	112	36	front	front	ADJ
easat-9185	112	37	-	-	PUNCT
easat-9185	112	38	end	end	NOUN
easat-9185	112	39	for	for	SCONJ
easat-9185	112	40	editors	editor	NOUN
easat-9185	112	41	to	to	PART
easat-9185	112	42	receive	receive	VERB
easat-9185	112	43	work	work	NOUN
easat-9185	112	44	and	and	CCONJ
easat-9185	112	45	return	return	VERB
easat-9185	112	46	results	result	NOUN
easat-9185	112	47	;	;	PUNCT
easat-9185	112	48	(	(	PUNCT
easat-9185	112	49	3	3	X
easat-9185	112	50	)	)	PUNCT
easat-9185	112	51	intelligent	intelligent	ADJ
easat-9185	112	52	coordinator	coordinator	NOUN
easat-9185	112	53	(	(	PUNCT
easat-9185	112	54	middleware	middleware	NOUN
easat-9185	112	55	)	)	PUNCT
easat-9185	112	56	plays	play	VERB
easat-9185	112	57	the	the	DET
easat-9185	112	58	role	role	NOUN
easat-9185	112	59	of	of	ADP
easat-9185	112	60	an	an	DET
easat-9185	112	61	expert	expert	NOUN
easat-9185	112	62	system	system	NOUN
easat-9185	112	63	,	,	PUNCT
easat-9185	112	64	handling	handle	VERB
easat-9185	112	65	the	the	DET
easat-9185	112	66	main	main	ADJ
easat-9185	112	67	business	business	NOUN
easat-9185	112	68	(	(	PUNCT
easat-9185	112	69	analyzing	analyze	VERB
easat-9185	112	70	requests	request	NOUN
easat-9185	112	71	using	use	VERB
easat-9185	112	72	nlp	nlp	NOUN
easat-9185	112	73	,	,	PUNCT
easat-9185	112	74	routing	route	VERB
easat-9185	112	75	to	to	ADP
easat-9185	112	76	appropriate	appropriate	ADJ
easat-9185	112	77	ai	ai	NOUN
easat-9185	112	78	services	service	NOUN
easat-9185	112	79	or	or	CCONJ
easat-9185	112	80	editors	editor	NOUN
easat-9185	112	81	,	,	PUNCT
easat-9185	112	82	checking	check	VERB
easat-9185	112	83	output	output	NOUN
easat-9185	112	84	quality	quality	NOUN
easat-9185	112	85	)	)	PUNCT
easat-9185	112	86	;	;	PUNCT
easat-9185	112	87	(	(	PUNCT
easat-9185	112	88	4	4	X
easat-9185	112	89	)	)	PUNCT
easat-9185	112	90	ai	ai	VERB
easat-9185	112	91	services	service	NOUN
easat-9185	112	92	(	(	PUNCT
easat-9185	112	93	microservices	microservice	NOUN
easat-9185	112	94	)	)	PUNCT
easat-9185	112	95	that	that	PRON
easat-9185	112	96	automatically	automatically	ADV
easat-9185	112	97	handle	handle	VERB
easat-9185	112	98	tasks	task	NOUN
easat-9185	112	99	such	such	ADJ
easat-9185	112	100	as	as	ADP
easat-9185	112	101	photo	photo	NOUN
easat-9185	112	102	enhancement	enhancement	NOUN
easat-9185	112	103	,	,	PUNCT
easat-9185	112	104	object	object	NOUN
easat-9185	112	105	removal	removal	NOUN
easat-9185	112	106	,	,	PUNCT
easat-9185	112	107	video	video	NOUN
easat-9185	112	108	processing	processing	NOUN
easat-9185	112	109	,	,	PUNCT
easat-9185	112	110	etc	etc	X
easat-9185	112	111	.	.	X
easat-9185	112	112	;	;	PUNCT
easat-9185	112	113	(	(	PUNCT
easat-9185	112	114	5	5	X
easat-9185	112	115	)	)	PUNCT
easat-9185	112	116	database	database	NOUN
easat-9185	112	117	&	&	CCONJ
easat-9185	112	118	cloud	cloud	PROPN
easat-9185	112	119	storage	storage	NOUN
easat-9185	112	120	to	to	PART
easat-9185	112	121	securely	securely	ADV
easat-9185	112	122	store	store	NOUN
easat-9185	112	123	images	image	NOUN
easat-9185	112	124	,	,	PUNCT
easat-9185	112	125	videos	video	NOUN
easat-9185	112	126	and	and	CCONJ
easat-9185	112	127	order	order	NOUN
easat-9185	112	128	information	information	NOUN
easat-9185	112	129	;	;	PUNCT
easat-9185	112	130	(	(	PUNCT
easat-9185	112	131	6	6	X
easat-9185	112	132	)	)	PUNCT
easat-9185	112	133	blockchain	blockchain	PROPN
easat-9185	112	134	payment	payment	NOUN
easat-9185	112	135	system	system	NOUN
easat-9185	112	136	ensures	ensure	VERB
easat-9185	112	137	transparent	transparent	ADJ
easat-9185	112	138	and	and	CCONJ
easat-9185	112	139	secure	secure	VERB
easat-9185	112	140	financial	financial	ADJ
easat-9185	112	141	transactions	transaction	NOUN
easat-9185	112	142	.	.	PUNCT
easat-9185	113	1	(	(	PUNCT
easat-9185	113	2	note	note	NOUN
easat-9185	113	3	:	:	PUNCT
easat-9185	113	4	figure	figure	NOUN
easat-9185	113	5	2	2	NUM
easat-9185	113	6	is	be	AUX
easat-9185	113	7	a	a	DET
easat-9185	113	8	hypothetical	hypothetical	ADJ
easat-9185	113	9	illustration	illustration	NOUN
easat-9185	113	10	,	,	PUNCT
easat-9185	113	11	where	where	SCONJ
easat-9185	113	12	the	the	DET
easat-9185	113	13	arrows	arrow	NOUN
easat-9185	113	14	represent	represent	VERB
easat-9185	113	15	the	the	DET
easat-9185	113	16	main	main	ADJ
easat-9185	113	17	interaction	interaction	NOUN
easat-9185	113	18	flow	flow	NOUN
easat-9185	113	19	:	:	PUNCT
easat-9185	113	20	customer	customer	NOUN
easat-9185	113	21	sends	send	VERB
easat-9185	113	22	request	request	NOUN
easat-9185	113	23	→	→	SYM
easat-9185	113	24	chatbot	chatbot	NOUN
easat-9185	113	25	/	/	SYM
easat-9185	113	26	front	front	ADJ
easat-9185	113	27	-	-	PUNCT
easat-9185	113	28	end	end	NOUN
easat-9185	113	29	receives	receive	VERB
easat-9185	113	30	→	→	SYM
easat-9185	113	31	orchestrator	orchestrator	NOUN
easat-9185	113	32	analyzes	analyze	NOUN
easat-9185	113	33	and	and	CCONJ
easat-9185	113	34	forwards	forward	NOUN
easat-9185	113	35	→	→	PUNCT
easat-9185	113	36	processed	process	VERB
easat-9185	113	37	by	by	ADP
easat-9185	113	38	ai	ai	NOUN
easat-9185	113	39	or	or	CCONJ
easat-9185	113	40	editor	editor	NOUN
easat-9185	113	41	→	→	SYM
easat-9185	113	42	result	result	NOUN
easat-9185	113	43	returned	return	VERB
easat-9185	113	44	via	via	ADP
easat-9185	113	45	orchestrator	orchestrator	NOUN
easat-9185	113	46	→	→	SYM
easat-9185	113	47	customer	customer	NOUN
easat-9185	113	48	receives	receive	VERB
easat-9185	113	49	product	product	NOUN
easat-9185	113	50	→	→	SYM
easat-9185	113	51	payment	payment	NOUN
easat-9185	113	52	via	via	ADP
easat-9185	113	53	blockchain	blockchain	PROPN
easat-9185	113	54	.	.	PUNCT
easat-9185	113	55	)	)	PUNCT
easat-9185	114	1	3.1	3.1	NUM
easat-9185	114	2	.	.	PUNCT
easat-9185	114	3	system	system	NOUN
easat-9185	114	4	architecture	architecture	NOUN
easat-9185	114	5	the	the	DET
easat-9185	114	6	system	system	NOUN
easat-9185	114	7	is	be	AUX
easat-9185	114	8	designed	design	VERB
easat-9185	114	9	according	accord	VERB
easat-9185	114	10	to	to	ADP
easat-9185	114	11	a	a	DET
easat-9185	114	12	layered	layered	ADJ
easat-9185	114	13	service	service	NOUN
easat-9185	114	14	-	-	PUNCT
easat-9185	114	15	oriented	orient	VERB
easat-9185	114	16	architecture	architecture	NOUN
easat-9185	114	17	.	.	PUNCT
easat-9185	115	1	at	at	ADP
easat-9185	115	2	the	the	DET
easat-9185	115	3	presentation	presentation	NOUN
easat-9185	115	4	layer	layer	NOUN
easat-9185	115	5	,	,	PUNCT
easat-9185	115	6	there	there	PRON
easat-9185	115	7	are	be	VERB
easat-9185	115	8	web	web	NOUN
easat-9185	115	9	and	and	CCONJ
easat-9185	115	10	mobile	mobile	ADJ
easat-9185	115	11	applications	application	NOUN
easat-9185	115	12	for	for	ADP
easat-9185	115	13	customers	customer	NOUN
easat-9185	115	14	and	and	CCONJ
easat-9185	115	15	editors	editor	NOUN
easat-9185	115	16	.	.	PUNCT
easat-9185	116	1	customers	customer	NOUN
easat-9185	116	2	can	can	AUX
easat-9185	116	3	access	access	VERB
easat-9185	116	4	the	the	DET
easat-9185	116	5	platform	platform	NOUN
easat-9185	116	6	via	via	ADP
easat-9185	116	7	a	a	DET
easat-9185	116	8	browser	browser	NOUN
easat-9185	116	9	or	or	CCONJ
easat-9185	116	10	app	app	NOUN
easat-9185	116	11	to	to	PART
easat-9185	116	12	create	create	VERB
easat-9185	116	13	an	an	DET
easat-9185	116	14	account	account	NOUN
easat-9185	116	15	,	,	PUNCT
easat-9185	116	16	submit	submit	VERB
easat-9185	116	17	edit	edit	NOUN
easat-9185	116	18	requests	request	NOUN
easat-9185	116	19	,	,	PUNCT
easat-9185	116	20	track	track	NOUN
easat-9185	116	21	progress	progress	NOUN
easat-9185	116	22	,	,	PUNCT
easat-9185	116	23	and	and	CCONJ
easat-9185	116	24	receive	receive	VERB
easat-9185	116	25	the	the	DET
easat-9185	116	26	product	product	NOUN
easat-9185	116	27	.	.	PUNCT
easat-9185	117	1	this	this	DET
easat-9185	117	2	interface	interface	NOUN
easat-9185	117	3	has	have	VERB
easat-9185	117	4	a	a	DET
easat-9185	117	5	built	build	VERB
easat-9185	117	6	-	-	PUNCT
easat-9185	117	7	in	in	ADP
easat-9185	117	8	ai	ai	PROPN
easat-9185	117	9	chatbot	chatbot	NOUN
easat-9185	117	10	to	to	PART
easat-9185	117	11	support	support	VERB
easat-9185	117	12	customers	customer	NOUN
easat-9185	117	13	in	in	ADP
easat-9185	117	14	entering	enter	VERB
easat-9185	117	15	detailed	detailed	ADJ
easat-9185	117	16	information	information	NOUN
easat-9185	117	17	(	(	PUNCT
easat-9185	117	18	e.g.	e.g.	ADV
easat-9185	117	19	,	,	PUNCT
easat-9185	117	20	description	description	NOUN
easat-9185	117	21	of	of	ADP
easat-9185	117	22	edit	edit	NOUN
easat-9185	117	23	request	request	NOUN
easat-9185	117	24	,	,	PUNCT
easat-9185	117	25	preferred	preferred	ADJ
easat-9185	117	26	style	style	NOUN
easat-9185	117	27	,	,	PUNCT
easat-9185	117	28	desired	desire	VERB
easat-9185	117	29	deadline	deadline	NOUN
easat-9185	117	30	)	)	PUNCT
easat-9185	117	31	.	.	PUNCT
easat-9185	118	1	the	the	DET
easat-9185	118	2	chatbot	chatbot	NOUN
easat-9185	118	3	is	be	AUX
easat-9185	118	4	capable	capable	ADJ
easat-9185	118	5	of	of	ADP
easat-9185	118	6	natural	natural	ADJ
easat-9185	118	7	language	language	NOUN
easat-9185	118	8	processing	processing	NOUN
easat-9185	118	9	,	,	PUNCT
easat-9185	118	10	helping	help	VERB
easat-9185	118	11	to	to	PART
easat-9185	118	12	guide	guide	VERB
easat-9185	118	13	customers	customer	NOUN
easat-9185	118	14	to	to	PART
easat-9185	118	15	fill	fill	VERB
easat-9185	118	16	in	in	ADP
easat-9185	118	17	the	the	DET
easat-9185	118	18	necessary	necessary	ADJ
easat-9185	118	19	information	information	NOUN
easat-9185	118	20	conveniently	conveniently	ADV
easat-9185	118	21	,	,	PUNCT
easat-9185	118	22	and	and	CCONJ
easat-9185	118	23	answering	answer	VERB
easat-9185	118	24	common	common	ADJ
easat-9185	118	25	questions	question	NOUN
easat-9185	118	26	(	(	PUNCT
easat-9185	118	27	price	price	NOUN
easat-9185	118	28	,	,	PUNCT
easat-9185	118	29	estimated	estimate	VERB
easat-9185	118	30	processing	processing	NOUN
easat-9185	118	31	time	time	NOUN
easat-9185	118	32	,	,	PUNCT
easat-9185	118	33	etc	etc	X
easat-9185	118	34	.	.	X
easat-9185	118	35	)	)	PUNCT
easat-9185	118	36	.	.	PUNCT
easat-9185	119	1	on	on	ADP
easat-9185	119	2	the	the	DET
easat-9185	119	3	editor	editor	NOUN
easat-9185	119	4	side	side	NOUN
easat-9185	119	5	,	,	PUNCT
easat-9185	119	6	they	they	PRON
easat-9185	119	7	have	have	VERB
easat-9185	119	8	a	a	DET
easat-9185	119	9	2370	2370	NUM
easat-9185	119	10	edelweiss	edelweiss	PROPN
easat-9185	119	11	applied	apply	VERB
easat-9185	119	12	science	science	NOUN
easat-9185	119	13	and	and	CCONJ
easat-9185	119	14	technology	technology	NOUN
easat-9185	119	15	issn	issn	PROPN
easat-9185	119	16	:	:	PUNCT
easat-9185	119	17	2576	2576	NUM
easat-9185	119	18	-	-	SYM
easat-9185	119	19	8484	8484	NUM
easat-9185	119	20	vol	vol	NOUN
easat-9185	119	21	.	.	PROPN
easat-9185	120	1	9	9	NUM
easat-9185	120	2	,	,	PUNCT
easat-9185	120	3	no	no	INTJ
easat-9185	120	4	.	.	NOUN
easat-9185	120	5	7	7	NUM
easat-9185	120	6	:	:	SYM
easat-9185	120	7	2365	2365	NUM
easat-9185	120	8	-	-	SYM
easat-9185	120	9	2381	2381	NUM
easat-9185	120	10	,	,	PUNCT
easat-9185	120	11	2025	2025	NUM
easat-9185	120	12	doi	doi	NOUN
easat-9185	120	13	:	:	PUNCT
easat-9185	120	14	10.55214/2576	10.55214/2576	NUM
easat-9185	120	15	-	-	SYM
easat-9185	120	16	8484.v9i7.9185	8484.v9i7.9185	NOUN
easat-9185	121	1	©	©	PROPN
easat-9185	121	2	2025	2025	NUM
easat-9185	121	3	by	by	ADP
easat-9185	121	4	the	the	DET
easat-9185	121	5	authors	author	NOUN
easat-9185	121	6	;	;	PUNCT
easat-9185	121	7	licensee	licensee	PROPN
easat-9185	121	8	learning	learning	NOUN
easat-9185	121	9	gate	gate	VERB
easat-9185	121	10	separate	separate	ADJ
easat-9185	121	11	interface	interface	NOUN
easat-9185	121	12	(	(	PUNCT
easat-9185	121	13	also	also	ADV
easat-9185	121	14	a	a	DET
easat-9185	121	15	web	web	NOUN
easat-9185	121	16	/	/	SYM
easat-9185	121	17	app	app	NOUN
easat-9185	121	18	)	)	PUNCT
easat-9185	121	19	to	to	PART
easat-9185	121	20	receive	receive	VERB
easat-9185	121	21	notifications	notification	NOUN
easat-9185	121	22	when	when	SCONJ
easat-9185	121	23	there	there	PRON
easat-9185	121	24	is	be	VERB
easat-9185	121	25	a	a	DET
easat-9185	121	26	new	new	ADJ
easat-9185	121	27	job	job	NOUN
easat-9185	121	28	,	,	PUNCT
easat-9185	121	29	view	view	VERB
easat-9185	121	30	request	request	NOUN
easat-9185	121	31	details	detail	NOUN
easat-9185	121	32	,	,	PUNCT
easat-9185	121	33	download	download	VERB
easat-9185	121	34	relevant	relevant	ADJ
easat-9185	121	35	data	datum	NOUN
easat-9185	121	36	(	(	PUNCT
easat-9185	121	37	original	original	ADJ
easat-9185	121	38	photos	photo	NOUN
easat-9185	121	39	/	/	SYM
easat-9185	121	40	videos	video	NOUN
easat-9185	121	41	)	)	PUNCT
easat-9185	121	42	,	,	PUNCT
easat-9185	121	43	and	and	CCONJ
easat-9185	121	44	then	then	ADV
easat-9185	121	45	upload	upload	VERB
easat-9185	121	46	the	the	DET
easat-9185	121	47	finished	finished	ADJ
easat-9185	121	48	product	product	NOUN
easat-9185	121	49	.	.	PUNCT
easat-9185	122	1	this	this	DET
easat-9185	122	2	interface	interface	NOUN
easat-9185	122	3	also	also	ADV
easat-9185	122	4	displays	display	VERB
easat-9185	122	5	deadlines	deadline	NOUN
easat-9185	122	6	,	,	PUNCT
easat-9185	122	7	allowing	allow	VERB
easat-9185	122	8	communication	communication	NOUN
easat-9185	122	9	with	with	ADP
easat-9185	122	10	managers	manager	NOUN
easat-9185	122	11	or	or	CCONJ
easat-9185	122	12	internal	internal	ADJ
easat-9185	122	13	chatbots	chatbot	NOUN
easat-9185	122	14	if	if	SCONJ
easat-9185	122	15	requests	request	NOUN
easat-9185	122	16	need	need	VERB
easat-9185	122	17	to	to	PART
easat-9185	122	18	be	be	AUX
easat-9185	122	19	clarified	clarify	VERB
easat-9185	122	20	.	.	PUNCT
easat-9185	123	1	at	at	ADP
easat-9185	123	2	the	the	DET
easat-9185	123	3	business	business	NOUN
easat-9185	123	4	logic	logic	NOUN
easat-9185	123	5	layer	layer	NOUN
easat-9185	123	6	is	be	AUX
easat-9185	123	7	the	the	DET
easat-9185	123	8	intelligent	intelligent	ADJ
easat-9185	123	9	coordinator	coordinator	NOUN
easat-9185	123	10	,	,	PUNCT
easat-9185	123	11	considered	consider	VERB
easat-9185	123	12	the	the	DET
easat-9185	123	13	“	"	PUNCT
easat-9185	123	14	brain	brain	NOUN
easat-9185	123	15	”	"	PUNCT
easat-9185	123	16	of	of	ADP
easat-9185	123	17	the	the	DET
easat-9185	123	18	system	system	NOUN
easat-9185	123	19	(	(	PUNCT
easat-9185	123	20	which	which	PRON
easat-9185	123	21	is	be	AUX
easat-9185	123	22	the	the	DET
easat-9185	123	23	expert	expert	ADJ
easat-9185	123	24	system	system	NOUN
easat-9185	123	25	part	part	NOUN
easat-9185	123	26	)	)	PUNCT
easat-9185	123	27	.	.	PUNCT
easat-9185	124	1	this	this	DET
easat-9185	124	2	component	component	NOUN
easat-9185	124	3	has	have	VERB
easat-9185	124	4	modules	module	NOUN
easat-9185	124	5	such	such	ADJ
easat-9185	124	6	as	as	ADP
easat-9185	124	7	:	:	PUNCT
easat-9185	124	8	request	request	NOUN
easat-9185	124	9	analyzer	analyzer	NOUN
easat-9185	124	10	,	,	PUNCT
easat-9185	124	11	task	task	NOUN
easat-9185	124	12	scheduler	scheduler	NOUN
easat-9185	124	13	,	,	PUNCT
easat-9185	124	14	quality	quality	NOUN
easat-9185	124	15	checker	checker	NOUN
easat-9185	124	16	,	,	PUNCT
easat-9185	124	17	and	and	CCONJ
easat-9185	124	18	workflow	workflow	NOUN
easat-9185	124	19	manager	manager	NOUN
easat-9185	124	20	.	.	PUNCT
easat-9185	125	1	•	•	NUM
easat-9185	125	2	the	the	DET
easat-9185	125	3	requirements	requirement	NOUN
easat-9185	125	4	analysis	analysis	NOUN
easat-9185	125	5	module	module	NOUN
easat-9185	125	6	uses	use	VERB
easat-9185	125	7	nlp	nlp	NOUN
easat-9185	125	8	to	to	PART
easat-9185	125	9	understand	understand	VERB
easat-9185	125	10	the	the	DET
easat-9185	125	11	customer	customer	NOUN
easat-9185	125	12	's	's	PART
easat-9185	125	13	input	input	NOUN
easat-9185	125	14	description	description	NOUN
easat-9185	125	15	,	,	PUNCT
easat-9185	125	16	classify	classify	VERB
easat-9185	125	17	the	the	DET
easat-9185	125	18	type	type	NOUN
easat-9185	125	19	of	of	ADP
easat-9185	125	20	service	service	NOUN
easat-9185	125	21	(	(	PUNCT
easat-9185	125	22	photo	photo	NOUN
easat-9185	125	23	or	or	CCONJ
easat-9185	125	24	video	video	NOUN
easat-9185	125	25	,	,	PUNCT
easat-9185	125	26	which	which	DET
easat-9185	125	27	group	group	NOUN
easat-9185	125	28	)	)	PUNCT
easat-9185	125	29	,	,	PUNCT
easat-9185	125	30	identify	identify	VERB
easat-9185	125	31	important	important	ADJ
easat-9185	125	32	keywords	keyword	NOUN
easat-9185	125	33	(	(	PUNCT
easat-9185	125	34	e.g.	e.g.	ADV
easat-9185	125	35	"	"	PUNCT
easat-9185	125	36	remove	remove	VERB
easat-9185	125	37	the	the	DET
easat-9185	125	38	car	car	NOUN
easat-9185	125	39	behind	behind	ADP
easat-9185	125	40	"	"	PUNCT
easat-9185	125	41	,	,	PUNCT
easat-9185	125	42	"	"	PUNCT
easat-9185	125	43	brighten	brighten	VERB
easat-9185	125	44	the	the	DET
easat-9185	125	45	photo	photo	NOUN
easat-9185	125	46	but	but	CCONJ
easat-9185	125	47	keep	keep	VERB
easat-9185	125	48	the	the	DET
easat-9185	125	49	natural	natural	ADJ
easat-9185	125	50	color	color	NOUN
easat-9185	125	51	"	"	PUNCT
easat-9185	125	52	,	,	PUNCT
easat-9185	125	53	"	"	PUNCT
easat-9185	125	54	build	build	VERB
easat-9185	125	55	a	a	DET
easat-9185	125	56	modern	modern	ADJ
easat-9185	125	57	interior	interior	NOUN
easat-9185	125	58	"	"	PUNCT
easat-9185	125	59	...	...	PUNCT
easat-9185	125	60	)	)	PUNCT
easat-9185	125	61	.	.	PUNCT
easat-9185	126	1	based	base	VERB
easat-9185	126	2	on	on	ADP
easat-9185	126	3	that	that	PRON
easat-9185	126	4	,	,	PUNCT
easat-9185	126	5	the	the	DET
easat-9185	126	6	system	system	NOUN
easat-9185	126	7	determines	determine	VERB
easat-9185	126	8	a	a	DET
easat-9185	126	9	set	set	NOUN
easat-9185	126	10	of	of	ADP
easat-9185	126	11	tasks	task	NOUN
easat-9185	126	12	to	to	PART
easat-9185	126	13	be	be	AUX
easat-9185	126	14	performed	perform	VERB
easat-9185	126	15	.	.	PUNCT
easat-9185	127	1	some	some	DET
easat-9185	127	2	tasks	task	NOUN
easat-9185	127	3	can	can	AUX
easat-9185	127	4	be	be	AUX
easat-9185	127	5	completely	completely	ADV
easat-9185	127	6	automated	automate	VERB
easat-9185	127	7	by	by	ADP
easat-9185	127	8	ai	ai	PROPN
easat-9185	127	9	(	(	PUNCT
easat-9185	127	10	e.g.	e.g.	ADV
easat-9185	127	11	brightening	brightening	NOUN
easat-9185	127	12	,	,	PUNCT
easat-9185	127	13	white	white	ADJ
easat-9185	127	14	balance	balance	NOUN
easat-9185	127	15	)	)	PUNCT
easat-9185	127	16	,	,	PUNCT
easat-9185	127	17	while	while	SCONJ
easat-9185	127	18	complex	complex	ADJ
easat-9185	127	19	tasks	task	NOUN
easat-9185	127	20	that	that	PRON
easat-9185	127	21	require	require	VERB
easat-9185	127	22	human	human	ADJ
easat-9185	127	23	hands	hand	NOUN
easat-9185	127	24	(	(	PUNCT
easat-9185	127	25	e.g.	e.g.	ADV
easat-9185	127	26	editing	edit	VERB
easat-9185	127	27	event	event	NOUN
easat-9185	127	28	videos	video	NOUN
easat-9185	127	29	that	that	PRON
easat-9185	127	30	require	require	VERB
easat-9185	127	31	many	many	ADJ
easat-9185	127	32	creative	creative	ADJ
easat-9185	127	33	decisions	decision	NOUN
easat-9185	127	34	)	)	PUNCT
easat-9185	127	35	will	will	AUX
easat-9185	127	36	be	be	AUX
easat-9185	127	37	marked	mark	VERB
easat-9185	127	38	for	for	ADP
easat-9185	127	39	assignment	assignment	NOUN
easat-9185	127	40	to	to	ADP
easat-9185	127	41	the	the	DET
easat-9185	127	42	editor	editor	NOUN
easat-9185	127	43	.	.	PUNCT
easat-9185	128	1	this	this	DET
easat-9185	128	2	whole	whole	ADJ
easat-9185	128	3	process	process	NOUN
easat-9185	128	4	is	be	AUX
easat-9185	128	5	based	base	VERB
easat-9185	128	6	on	on	ADP
easat-9185	128	7	a	a	DET
easat-9185	128	8	set	set	NOUN
easat-9185	128	9	of	of	ADP
easat-9185	128	10	expert	expert	NOUN
easat-9185	128	11	rules	rule	NOUN
easat-9185	128	12	combined	combine	VERB
easat-9185	128	13	with	with	ADP
easat-9185	128	14	a	a	DET
easat-9185	128	15	machine	machine	NOUN
easat-9185	128	16	learning	learning	NOUN
easat-9185	128	17	model	model	NOUN
easat-9185	128	18	(	(	PUNCT
easat-9185	128	19	trained	train	VERB
easat-9185	128	20	on	on	ADP
easat-9185	128	21	data	datum	NOUN
easat-9185	128	22	from	from	ADP
easat-9185	128	23	previously	previously	ADV
easat-9185	128	24	processed	process	VERB
easat-9185	128	25	projects	project	NOUN
easat-9185	128	26	)	)	PUNCT
easat-9185	128	27	to	to	PART
easat-9185	128	28	predict	predict	VERB
easat-9185	128	29	the	the	DET
easat-9185	128	30	optimal	optimal	ADJ
easat-9185	128	31	solution	solution	NOUN
easat-9185	128	32	(	(	PUNCT
easat-9185	128	33	automatic	automatic	ADJ
easat-9185	128	34	or	or	CCONJ
easat-9185	128	35	manual	manual	ADJ
easat-9185	128	36	,	,	PUNCT
easat-9185	128	37	and	and	CCONJ
easat-9185	128	38	who	who	PRON
easat-9185	128	39	does	do	VERB
easat-9185	128	40	it	it	PRON
easat-9185	128	41	)	)	PUNCT
easat-9185	128	42	.	.	PUNCT
easat-9185	129	1	•	•	NUM
easat-9185	129	2	the	the	DET
easat-9185	129	3	task	task	NOUN
easat-9185	129	4	planning	planning	NOUN
easat-9185	129	5	and	and	CCONJ
easat-9185	129	6	assignment	assignment	NOUN
easat-9185	129	7	module	module	NOUN
easat-9185	129	8	takes	take	VERB
easat-9185	129	9	input	input	NOUN
easat-9185	129	10	from	from	ADP
easat-9185	129	11	the	the	DET
easat-9185	129	12	requirements	requirement	NOUN
easat-9185	129	13	analysis	analysis	NOUN
easat-9185	129	14	and	and	CCONJ
easat-9185	129	15	schedules	schedule	VERB
easat-9185	129	16	the	the	DET
easat-9185	129	17	steps	step	NOUN
easat-9185	129	18	.	.	PUNCT
easat-9185	130	1	if	if	SCONJ
easat-9185	130	2	the	the	DET
easat-9185	130	3	task	task	NOUN
easat-9185	130	4	involves	involve	VERB
easat-9185	130	5	multiple	multiple	ADJ
easat-9185	130	6	steps	step	NOUN
easat-9185	130	7	(	(	PUNCT
easat-9185	130	8	e.g.	e.g.	ADV
easat-9185	130	9	,	,	PUNCT
easat-9185	130	10	an	an	DET
easat-9185	130	11	image	image	NOUN
easat-9185	130	12	that	that	PRON
easat-9185	130	13	requires	require	VERB
easat-9185	130	14	ai	ai	VERB
easat-9185	130	15	object	object	NOUN
easat-9185	130	16	removal	removal	NOUN
easat-9185	130	17	first	first	ADV
easat-9185	130	18	,	,	PUNCT
easat-9185	130	19	followed	follow	VERB
easat-9185	130	20	by	by	ADP
easat-9185	130	21	an	an	DET
easat-9185	130	22	editor	editor	NOUN
easat-9185	130	23	manually	manually	ADV
easat-9185	130	24	adjusting	adjust	VERB
easat-9185	130	25	the	the	DET
easat-9185	130	26	lighting	lighting	NOUN
easat-9185	130	27	)	)	PUNCT
easat-9185	130	28	,	,	PUNCT
easat-9185	130	29	the	the	DET
easat-9185	130	30	module	module	NOUN
easat-9185	130	31	will	will	AUX
easat-9185	130	32	arrange	arrange	VERB
easat-9185	130	33	the	the	DET
easat-9185	130	34	order	order	NOUN
easat-9185	130	35	of	of	ADP
easat-9185	130	36	execution	execution	NOUN
easat-9185	130	37	appropriately	appropriately	ADV
easat-9185	130	38	.	.	PUNCT
easat-9185	131	1	next	next	ADV
easat-9185	131	2	,	,	PUNCT
easat-9185	131	3	the	the	DET
easat-9185	131	4	module	module	NOUN
easat-9185	131	5	consults	consult	VERB
easat-9185	131	6	the	the	DET
easat-9185	131	7	human	human	ADJ
easat-9185	131	8	resources	resource	NOUN
easat-9185	131	9	database	database	NOUN
easat-9185	131	10	to	to	PART
easat-9185	131	11	see	see	VERB
easat-9185	131	12	which	which	DET
easat-9185	131	13	editors	editor	NOUN
easat-9185	131	14	are	be	AUX
easat-9185	131	15	available	available	ADJ
easat-9185	131	16	and	and	CCONJ
easat-9185	131	17	have	have	VERB
easat-9185	131	18	the	the	DET
easat-9185	131	19	appropriate	appropriate	ADJ
easat-9185	131	20	skills	skill	NOUN
easat-9185	131	21	(	(	PUNCT
easat-9185	131	22	e.g.	e.g.	ADV
easat-9185	131	23	,	,	PUNCT
easat-9185	131	24	an	an	DET
easat-9185	131	25	automotive	automotive	ADJ
easat-9185	131	26	video	video	NOUN
easat-9185	131	27	editor	editor	NOUN
easat-9185	131	28	,	,	PUNCT
easat-9185	131	29	or	or	CCONJ
easat-9185	131	30	an	an	DET
easat-9185	131	31	architectural	architectural	ADJ
easat-9185	131	32	perspective	perspective	NOUN
easat-9185	131	33	expert	expert	NOUN
easat-9185	131	34	)	)	PUNCT
easat-9185	131	35	.	.	PUNCT
easat-9185	132	1	this	this	DET
easat-9185	132	2	appropriate	appropriate	ADJ
easat-9185	132	3	editor	editor	NOUN
easat-9185	132	4	assignment	assignment	NOUN
easat-9185	132	5	can	can	AUX
easat-9185	132	6	also	also	ADV
easat-9185	132	7	be	be	AUX
easat-9185	132	8	automatically	automatically	ADV
easat-9185	132	9	suggested	suggest	VERB
easat-9185	132	10	by	by	ADP
easat-9185	132	11	the	the	DET
easat-9185	132	12	system	system	NOUN
easat-9185	132	13	based	base	VERB
easat-9185	132	14	on	on	ADP
easat-9185	132	15	the	the	DET
easat-9185	132	16	editor	editor	NOUN
easat-9185	132	17	's	's	PART
easat-9185	132	18	skill	skill	NOUN
easat-9185	132	19	score	score	NOUN
easat-9185	132	20	,	,	PUNCT
easat-9185	132	21	performance	performance	NOUN
easat-9185	132	22	history	history	NOUN
easat-9185	132	23	,	,	PUNCT
easat-9185	132	24	and	and	CCONJ
easat-9185	132	25	some	some	DET
easat-9185	132	26	rules	rule	NOUN
easat-9185	132	27	(	(	PUNCT
easat-9185	132	28	e.g.	e.g.	ADV
easat-9185	132	29	,	,	PUNCT
easat-9185	132	30	prioritizing	prioritize	VERB
easat-9185	132	31	those	those	PRON
easat-9185	132	32	with	with	ADP
easat-9185	132	33	less	less	ADJ
easat-9185	132	34	backlog	backlog	NOUN
easat-9185	132	35	,	,	PUNCT
easat-9185	132	36	or	or	CCONJ
easat-9185	132	37	rotating	rotate	VERB
easat-9185	132	38	tasks	task	NOUN
easat-9185	132	39	to	to	PART
easat-9185	132	40	distribute	distribute	VERB
easat-9185	132	41	work	work	NOUN
easat-9185	132	42	evenly	evenly	ADV
easat-9185	132	43	)	)	PUNCT
easat-9185	132	44	.	.	PUNCT
easat-9185	133	1	similarly	similarly	ADV
easat-9185	133	2	,	,	PUNCT
easat-9185	133	3	if	if	SCONJ
easat-9185	133	4	the	the	DET
easat-9185	133	5	task	task	NOUN
easat-9185	133	6	is	be	AUX
easat-9185	133	7	decided	decide	VERB
easat-9185	133	8	to	to	PART
easat-9185	133	9	be	be	AUX
easat-9185	133	10	handled	handle	VERB
easat-9185	133	11	by	by	ADP
easat-9185	133	12	ai	ai	PROPN
easat-9185	133	13	,	,	PUNCT
easat-9185	133	14	the	the	DET
easat-9185	133	15	module	module	NOUN
easat-9185	133	16	will	will	AUX
easat-9185	133	17	call	call	VERB
easat-9185	133	18	the	the	DET
easat-9185	133	19	corresponding	correspond	VERB
easat-9185	133	20	ai	ai	PROPN
easat-9185	133	21	service	service	NOUN
easat-9185	133	22	(	(	PUNCT
easat-9185	133	23	e.g.	e.g.	ADV
easat-9185	133	24	,	,	PUNCT
easat-9185	133	25	the	the	DET
easat-9185	133	26	object	object	NOUN
easat-9185	133	27	removal	removal	NOUN
easat-9185	133	28	ai	ai	VERB
easat-9185	133	29	microservice	microservice	PROPN
easat-9185	133	30	)	)	PUNCT
easat-9185	133	31	through	through	ADP
easat-9185	133	32	internal	internal	ADJ
easat-9185	133	33	apis	apis	PROPN
easat-9185	133	34	.	.	PUNCT
easat-9185	134	1	•	•	NUM
easat-9185	134	2	the	the	DET
easat-9185	134	3	quality	quality	NOUN
easat-9185	134	4	control	control	NOUN
easat-9185	134	5	module	module	NOUN
easat-9185	134	6	is	be	AUX
easat-9185	134	7	responsible	responsible	ADJ
easat-9185	134	8	for	for	ADP
easat-9185	134	9	evaluating	evaluate	VERB
easat-9185	134	10	the	the	DET
easat-9185	134	11	output	output	NOUN
easat-9185	134	12	before	before	ADP
easat-9185	134	13	sending	send	VERB
easat-9185	134	14	it	it	PRON
easat-9185	134	15	to	to	ADP
easat-9185	134	16	the	the	DET
easat-9185	134	17	customer	customer	NOUN
easat-9185	134	18	.	.	PUNCT
easat-9185	135	1	for	for	ADP
easat-9185	135	2	edited	edited	ADJ
easat-9185	135	3	photos	photo	NOUN
easat-9185	135	4	or	or	CCONJ
easat-9185	135	5	videos	video	NOUN
easat-9185	135	6	,	,	PUNCT
easat-9185	135	7	the	the	DET
easat-9185	135	8	system	system	NOUN
easat-9185	135	9	can	can	AUX
easat-9185	135	10	apply	apply	VERB
easat-9185	135	11	a	a	DET
easat-9185	135	12	number	number	NOUN
easat-9185	135	13	of	of	ADP
easat-9185	135	14	automated	automate	VERB
easat-9185	135	15	quality	quality	NOUN
easat-9185	135	16	assessment	assessment	NOUN
easat-9185	135	17	algorithms	algorithm	NOUN
easat-9185	135	18	:	:	PUNCT
easat-9185	135	19	for	for	ADP
easat-9185	135	20	example	example	NOUN
easat-9185	135	21	,	,	PUNCT
easat-9185	135	22	measuring	measure	VERB
easat-9185	135	23	resolution	resolution	NOUN
easat-9185	135	24	,	,	PUNCT
easat-9185	135	25	sharpness	sharpness	NOUN
easat-9185	135	26	,	,	PUNCT
easat-9185	135	27	comparing	compare	VERB
easat-9185	135	28	before	before	ADV
easat-9185	135	29	and	and	CCONJ
easat-9185	135	30	after	after	ADP
easat-9185	135	31	to	to	PART
easat-9185	135	32	make	make	VERB
easat-9185	135	33	sure	sure	ADJ
easat-9185	135	34	that	that	SCONJ
easat-9185	135	35	the	the	DET
easat-9185	135	36	requirements	requirement	NOUN
easat-9185	135	37	have	have	AUX
easat-9185	135	38	been	be	AUX
easat-9185	135	39	met	meet	VERB
easat-9185	135	40	(	(	PUNCT
easat-9185	135	41	objects	object	NOUN
easat-9185	135	42	to	to	PART
easat-9185	135	43	be	be	AUX
easat-9185	135	44	removed	remove	VERB
easat-9185	135	45	are	be	AUX
easat-9185	135	46	gone	go	VERB
easat-9185	135	47	,	,	PUNCT
easat-9185	135	48	lighting	lighting	NOUN
easat-9185	135	49	is	be	AUX
easat-9185	135	50	improved	improve	VERB
easat-9185	135	51	but	but	CCONJ
easat-9185	135	52	there	there	PRON
easat-9185	135	53	is	be	VERB
easat-9185	135	54	no	no	DET
easat-9185	135	55	noise	noise	NOUN
easat-9185	135	56	,	,	PUNCT
easat-9185	135	57	etc	etc	X
easat-9185	135	58	.	.	X
easat-9185	135	59	)	)	PUNCT
easat-9185	135	60	.	.	PUNCT
easat-9185	136	1	computer	computer	NOUN
easat-9185	136	2	vision	vision	NOUN
easat-9185	136	3	ai	ai	VERB
easat-9185	136	4	can	can	AUX
easat-9185	136	5	be	be	AUX
easat-9185	136	6	trained	train	VERB
easat-9185	136	7	to	to	PART
easat-9185	136	8	detect	detect	VERB
easat-9185	136	9	common	common	ADJ
easat-9185	136	10	errors	error	NOUN
easat-9185	136	11	(	(	PUNCT
easat-9185	136	12	e.g.	e.g.	ADV
easat-9185	136	13	over	over	ADV
easat-9185	136	14	-	-	PUNCT
easat-9185	136	15	edited	edit	VERB
easat-9185	136	16	areas	area	NOUN
easat-9185	136	17	,	,	PUNCT
easat-9185	136	18	incorrect	incorrect	ADJ
easat-9185	136	19	skin	skin	NOUN
easat-9185	136	20	tones	tone	NOUN
easat-9185	136	21	,	,	PUNCT
easat-9185	136	22	etc	etc	X
easat-9185	136	23	.	.	X
easat-9185	136	24	)	)	PUNCT
easat-9185	136	25	.	.	PUNCT
easat-9185	137	1	for	for	ADP
easat-9185	137	2	criteria	criterion	NOUN
easat-9185	137	3	that	that	PRON
easat-9185	137	4	are	be	AUX
easat-9185	137	5	difficult	difficult	ADJ
easat-9185	137	6	to	to	PART
easat-9185	137	7	quantify	quantify	VERB
easat-9185	137	8	(	(	PUNCT
easat-9185	137	9	such	such	ADJ
easat-9185	137	10	as	as	ADP
easat-9185	137	11	aesthetics	aesthetic	NOUN
easat-9185	137	12	)	)	PUNCT
easat-9185	137	13	,	,	PUNCT
easat-9185	137	14	the	the	DET
easat-9185	137	15	system	system	NOUN
easat-9185	137	16	will	will	AUX
easat-9185	137	17	combine	combine	VERB
easat-9185	137	18	with	with	ADP
easat-9185	137	19	a	a	DET
easat-9185	137	20	manual	manual	ADJ
easat-9185	137	21	review	review	NOUN
easat-9185	137	22	process	process	NOUN
easat-9185	137	23	:	:	PUNCT
easat-9185	137	24	the	the	DET
easat-9185	137	25	product	product	NOUN
easat-9185	137	26	is	be	AUX
easat-9185	137	27	sent	send	VERB
easat-9185	137	28	to	to	ADP
easat-9185	137	29	another	another	DET
easat-9185	137	30	editor	editor	NOUN
easat-9185	137	31	or	or	CCONJ
easat-9185	137	32	to	to	ADP
easat-9185	137	33	the	the	DET
easat-9185	137	34	project	project	NOUN
easat-9185	137	35	manager	manager	NOUN
easat-9185	137	36	for	for	ADP
easat-9185	137	37	a	a	DET
easat-9185	137	38	quick	quick	ADJ
easat-9185	137	39	check	check	NOUN
easat-9185	137	40	.	.	PUNCT
easat-9185	138	1	only	only	ADV
easat-9185	138	2	when	when	SCONJ
easat-9185	138	3	it	it	PRON
easat-9185	138	4	passes	pass	VERB
easat-9185	138	5	this	this	DET
easat-9185	138	6	check	check	NOUN
easat-9185	138	7	will	will	AUX
easat-9185	138	8	the	the	DET
easat-9185	138	9	product	product	NOUN
easat-9185	138	10	be	be	AUX
easat-9185	138	11	considered	consider	VERB
easat-9185	138	12	complete	complete	ADJ
easat-9185	138	13	.	.	PUNCT
easat-9185	139	1	in	in	ADP
easat-9185	139	2	case	case	NOUN
easat-9185	139	3	of	of	ADP
easat-9185	139	4	errors	error	NOUN
easat-9185	139	5	or	or	CCONJ
easat-9185	139	6	unsatisfactory	unsatisfactory	ADJ
easat-9185	139	7	requirements	requirement	NOUN
easat-9185	139	8	,	,	PUNCT
easat-9185	139	9	the	the	DET
easat-9185	139	10	system	system	NOUN
easat-9185	139	11	will	will	AUX
easat-9185	139	12	automatically	automatically	ADV
easat-9185	139	13	send	send	VERB
easat-9185	139	14	it	it	PRON
easat-9185	139	15	back	back	ADV
easat-9185	139	16	to	to	ADP
easat-9185	139	17	the	the	DET
easat-9185	139	18	editor	editor	NOUN
easat-9185	139	19	for	for	ADP
easat-9185	139	20	further	far	ADV
easat-9185	139	21	editing	editing	NOUN
easat-9185	139	22	(	(	PUNCT
easat-9185	139	23	possibly	possibly	ADV
easat-9185	139	24	with	with	ADP
easat-9185	139	25	specific	specific	ADJ
easat-9185	139	26	comments	comment	NOUN
easat-9185	139	27	if	if	SCONJ
easat-9185	139	28	the	the	DET
easat-9185	139	29	ai	ai	NOUN
easat-9185	139	30	identifies	identify	VERB
easat-9185	139	31	the	the	DET
easat-9185	139	32	problem	problem	NOUN
easat-9185	139	33	)	)	PUNCT
easat-9185	139	34	.	.	PUNCT
easat-9185	140	1	•	•	NUM
easat-9185	140	2	the	the	DET
easat-9185	140	3	process	process	NOUN
easat-9185	140	4	management	management	NOUN
easat-9185	140	5	module	module	NOUN
easat-9185	140	6	monitors	monitor	NOUN
easat-9185	140	7	the	the	DET
easat-9185	140	8	entire	entire	ADJ
easat-9185	140	9	progress	progress	NOUN
easat-9185	140	10	,	,	PUNCT
easat-9185	140	11	ensuring	ensure	VERB
easat-9185	140	12	that	that	SCONJ
easat-9185	140	13	each	each	DET
easat-9185	140	14	order	order	NOUN
easat-9185	140	15	goes	go	VERB
easat-9185	140	16	through	through	ADP
easat-9185	140	17	the	the	DET
easat-9185	140	18	following	follow	VERB
easat-9185	140	19	states	state	NOUN
easat-9185	140	20	:	:	PUNCT
easat-9185	140	21	request	request	NOUN
easat-9185	140	22	received	receive	VERB
easat-9185	140	23	→	→	SYM
easat-9185	140	24	processing	processing	NOUN
easat-9185	140	25	(	(	PUNCT
easat-9185	140	26	ai	ai	NOUN
easat-9185	140	27	/	/	SYM
easat-9185	140	28	editor	editor	NOUN
easat-9185	140	29	)	)	PUNCT
easat-9185	140	30	→	→	SYM
easat-9185	140	31	checking	checking	NOUN
easat-9185	140	32	→	→	PUNCT
easat-9185	140	33	completed	complete	VERB
easat-9185	140	34	.	.	PUNCT
easat-9185	141	1	this	this	DET
easat-9185	141	2	module	module	NOUN
easat-9185	141	3	also	also	ADV
easat-9185	141	4	manages	manage	VERB
easat-9185	141	5	information	information	NOUN
easat-9185	141	6	to	to	PART
easat-9185	141	7	respond	respond	VERB
easat-9185	141	8	to	to	ADP
easat-9185	141	9	customers	customer	NOUN
easat-9185	141	10	promptly	promptly	ADV
easat-9185	141	11	through	through	ADP
easat-9185	141	12	the	the	DET
easat-9185	141	13	interface	interface	NOUN
easat-9185	141	14	:	:	PUNCT
easat-9185	141	15	for	for	ADP
easat-9185	141	16	example	example	NOUN
easat-9185	141	17	,	,	PUNCT
easat-9185	141	18	displaying	display	VERB
easat-9185	141	19	order	order	NOUN
easat-9185	141	20	status	status	NOUN
easat-9185	141	21	,	,	PUNCT
easat-9185	141	22	estimated	estimate	VERB
easat-9185	141	23	remaining	remaining	ADJ
easat-9185	141	24	time	time	NOUN
easat-9185	141	25	,	,	PUNCT
easat-9185	141	26	or	or	CCONJ
easat-9185	141	27	a	a	DET
easat-9185	141	28	chatbot	chatbot	NOUN
easat-9185	141	29	proactively	proactively	ADV
easat-9185	141	30	notifying	notify	VERB
easat-9185	141	31	"	"	PUNCT
easat-9185	141	32	your	your	PRON
easat-9185	141	33	photo	photo	NOUN
easat-9185	141	34	is	be	AUX
easat-9185	141	35	being	be	AUX
easat-9185	141	36	processed	process	VERB
easat-9185	141	37	by	by	ADP
easat-9185	141	38	the	the	DET
easat-9185	141	39	editor	editor	NOUN
easat-9185	141	40	,	,	PUNCT
easat-9185	141	41	expected	expect	VERB
easat-9185	141	42	to	to	PART
easat-9185	141	43	be	be	AUX
easat-9185	141	44	completed	complete	VERB
easat-9185	141	45	in	in	ADP
easat-9185	141	46	2	2	NUM
easat-9185	141	47	hours	hour	NOUN
easat-9185	141	48	"	"	PUNCT
easat-9185	141	49	.	.	PUNCT
easat-9185	142	1	finally	finally	ADV
easat-9185	142	2	,	,	PUNCT
easat-9185	142	3	at	at	ADP
easat-9185	142	4	the	the	DET
easat-9185	142	5	storage	storage	NOUN
easat-9185	142	6	and	and	CCONJ
easat-9185	142	7	integration	integration	NOUN
easat-9185	142	8	layer	layer	NOUN
easat-9185	142	9	,	,	PUNCT
easat-9185	142	10	there	there	PRON
easat-9185	142	11	is	be	VERB
easat-9185	142	12	the	the	DET
easat-9185	142	13	database	database	NOUN
easat-9185	142	14	and	and	CCONJ
easat-9185	142	15	payment	payment	NOUN
easat-9185	142	16	system	system	NOUN
easat-9185	142	17	.	.	PUNCT
easat-9185	143	1	all	all	DET
easat-9185	143	2	data	datum	NOUN
easat-9185	143	3	about	about	ADP
easat-9185	143	4	orders	order	NOUN
easat-9185	143	5	,	,	PUNCT
easat-9185	143	6	customer	customer	NOUN
easat-9185	143	7	information	information	NOUN
easat-9185	143	8	,	,	PUNCT
easat-9185	143	9	editor	editor	NOUN
easat-9185	143	10	profiles	profile	NOUN
easat-9185	143	11	,	,	PUNCT
easat-9185	143	12	processing	processing	NOUN
easat-9185	143	13	logs	log	NOUN
easat-9185	143	14	,	,	PUNCT
easat-9185	143	15	etc	etc	X
easat-9185	143	16	.	.	X
easat-9185	143	17	are	be	AUX
easat-9185	143	18	stored	store	VERB
easat-9185	143	19	in	in	ADP
easat-9185	143	20	the	the	DET
easat-9185	143	21	cloud	cloud	NOUN
easat-9185	143	22	database	database	NOUN
easat-9185	143	23	.	.	PUNCT
easat-9185	144	1	images	image	NOUN
easat-9185	144	2	and	and	CCONJ
easat-9185	144	3	videos	video	NOUN
easat-9185	144	4	(	(	PUNCT
easat-9185	144	5	large	large	ADJ
easat-9185	144	6	files	file	NOUN
easat-9185	144	7	)	)	PUNCT
easat-9185	144	8	will	will	AUX
easat-9185	144	9	be	be	AUX
easat-9185	144	10	stored	store	VERB
easat-9185	144	11	in	in	ADP
easat-9185	144	12	cloud	cloud	NOUN
easat-9185	144	13	storage	storage	NOUN
easat-9185	144	14	(	(	PUNCT
easat-9185	144	15	e.g.	e.g.	ADV
easat-9185	144	16	aws	aw	NOUN
easat-9185	144	17	s3	s3	PROPN
easat-9185	144	18	or	or	CCONJ
easat-9185	144	19	google	google	PROPN
easat-9185	144	20	cloud	cloud	PROPN
easat-9185	144	21	storage	storage	NOUN
easat-9185	144	22	)	)	PUNCT
easat-9185	144	23	,	,	PUNCT
easat-9185	144	24	with	with	ADP
easat-9185	144	25	secure	secure	ADJ
easat-9185	144	26	links	link	NOUN
easat-9185	144	27	.	.	PUNCT
easat-9185	145	1	regarding	regard	VERB
easat-9185	145	2	payment	payment	NOUN
easat-9185	145	3	,	,	PUNCT
easat-9185	145	4	the	the	DET
easat-9185	145	5	system	system	NOUN
easat-9185	145	6	integrates	integrate	VERB
easat-9185	145	7	a	a	DET
easat-9185	145	8	blockchain	blockchain	NOUN
easat-9185	145	9	module	module	NOUN
easat-9185	145	10	connected	connect	VERB
easat-9185	145	11	to	to	ADP
easat-9185	145	12	the	the	DET
easat-9185	145	13	blockchain	blockchain	PROPN
easat-9185	145	14	network	network	NOUN
easat-9185	145	15	(	(	PUNCT
easat-9185	145	16	e.g.	e.g.	ADV
easat-9185	145	17	ethereum	ethereum	NOUN
easat-9185	145	18	or	or	CCONJ
easat-9185	145	19	a	a	DET
easat-9185	145	20	blockchain	blockchain	NOUN
easat-9185	145	21	dedicated	dedicate	VERB
easat-9185	145	22	to	to	ADP
easat-9185	145	23	micropayments	micropayment	NOUN
easat-9185	145	24	)	)	PUNCT
easat-9185	145	25	.	.	PUNCT
easat-9185	146	1	each	each	DET
easat-9185	146	2	time	time	NOUN
easat-9185	146	3	an	an	DET
easat-9185	146	4	order	order	NOUN
easat-9185	146	5	is	be	AUX
easat-9185	146	6	created	create	VERB
easat-9185	146	7	and	and	CCONJ
easat-9185	146	8	the	the	DET
easat-9185	146	9	customer	customer	NOUN
easat-9185	146	10	confirms	confirm	VERB
easat-9185	146	11	the	the	DET
easat-9185	146	12	use	use	NOUN
easat-9185	146	13	of	of	ADP
easat-9185	146	14	the	the	DET
easat-9185	146	15	service	service	NOUN
easat-9185	146	16	,	,	PUNCT
easat-9185	146	17	a	a	DET
easat-9185	146	18	smart	smart	ADJ
easat-9185	146	19	contract	contract	NOUN
easat-9185	146	20	will	will	AUX
easat-9185	146	21	be	be	AUX
easat-9185	146	22	initiated	initiate	VERB
easat-9185	146	23	accordingly	accordingly	ADV
easat-9185	146	24	,	,	PUNCT
easat-9185	146	25	loading	load	VERB
easat-9185	146	26	the	the	DET
easat-9185	146	27	payment	payment	NOUN
easat-9185	146	28	amount	amount	NOUN
easat-9185	146	29	(	(	PUNCT
easat-9185	146	30	the	the	DET
easat-9185	146	31	customer	customer	NOUN
easat-9185	146	32	can	can	AUX
easat-9185	146	33	pay	pay	VERB
easat-9185	146	34	by	by	ADP
easat-9185	146	35	traditional	traditional	ADJ
easat-9185	146	36	bank	bank	NOUN
easat-9185	146	37	transfer	transfer	NOUN
easat-9185	146	38	,	,	PUNCT
easat-9185	146	39	the	the	DET
easat-9185	146	40	system	system	NOUN
easat-9185	146	41	will	will	AUX
easat-9185	146	42	convert	convert	VERB
easat-9185	146	43	2371	2371	NUM
easat-9185	146	44	edelweiss	edelweiss	PROPN
easat-9185	146	45	applied	apply	VERB
easat-9185	146	46	science	science	NOUN
easat-9185	146	47	and	and	CCONJ
easat-9185	146	48	technology	technology	NOUN
easat-9185	146	49	issn	issn	PROPN
easat-9185	146	50	:	:	PUNCT
easat-9185	146	51	2576	2576	NUM
easat-9185	146	52	-	-	SYM
easat-9185	146	53	8484	8484	NUM
easat-9185	146	54	vol	vol	NOUN
easat-9185	146	55	.	.	PROPN
easat-9185	147	1	9	9	NUM
easat-9185	147	2	,	,	PUNCT
easat-9185	147	3	no	no	INTJ
easat-9185	147	4	.	.	NOUN
easat-9185	147	5	7	7	NUM
easat-9185	147	6	:	:	SYM
easat-9185	147	7	2365	2365	NUM
easat-9185	147	8	-	-	SYM
easat-9185	147	9	2381	2381	NUM
easat-9185	147	10	,	,	PUNCT
easat-9185	147	11	2025	2025	NUM
easat-9185	147	12	doi	doi	NOUN
easat-9185	147	13	:	:	PUNCT
easat-9185	147	14	10.55214/2576	10.55214/2576	NUM
easat-9185	147	15	-	-	SYM
easat-9185	147	16	8484.v9i7.9185	8484.v9i7.9185	NOUN
easat-9185	148	1	©	©	PROPN
easat-9185	148	2	2025	2025	NUM
easat-9185	148	3	by	by	ADP
easat-9185	148	4	the	the	DET
easat-9185	148	5	authors	author	NOUN
easat-9185	148	6	;	;	PUNCT
easat-9185	148	7	licensee	licensee	PROPN
easat-9185	148	8	learning	learning	NOUN
easat-9185	148	9	gate	gate	NOUN
easat-9185	148	10	and	and	CCONJ
easat-9185	148	11	load	load	VERB
easat-9185	148	12	digital	digital	ADJ
easat-9185	148	13	assets	asset	NOUN
easat-9185	148	14	into	into	ADP
easat-9185	148	15	the	the	DET
easat-9185	148	16	contract	contract	NOUN
easat-9185	148	17	;	;	PUNCT
easat-9185	148	18	or	or	CCONJ
easat-9185	148	19	pay	pay	VERB
easat-9185	148	20	in	in	ADP
easat-9185	148	21	cryptocurrency	cryptocurrency	NOUN
easat-9185	148	22	if	if	SCONJ
easat-9185	148	23	they	they	PRON
easat-9185	148	24	want	want	VERB
easat-9185	148	25	)	)	PUNCT
easat-9185	148	26	.	.	PUNCT
easat-9185	149	1	this	this	DET
easat-9185	149	2	contract	contract	NOUN
easat-9185	149	3	stipulates	stipulate	VERB
easat-9185	149	4	the	the	DET
easat-9185	149	5	disbursement	disbursement	NOUN
easat-9185	149	6	conditions	condition	NOUN
easat-9185	149	7	:	:	PUNCT
easat-9185	149	8	only	only	ADV
easat-9185	149	9	when	when	SCONJ
easat-9185	149	10	the	the	DET
easat-9185	149	11	order	order	NOUN
easat-9185	149	12	is	be	AUX
easat-9185	149	13	marked	mark	VERB
easat-9185	149	14	as	as	ADP
easat-9185	149	15	completed	complete	VERB
easat-9185	149	16	as	as	ADP
easat-9185	149	17	required	require	VERB
easat-9185	149	18	,	,	PUNCT
easat-9185	149	19	the	the	DET
easat-9185	149	20	money	money	NOUN
easat-9185	149	21	will	will	AUX
easat-9185	149	22	be	be	AUX
easat-9185	149	23	transferred	transfer	VERB
easat-9185	149	24	to	to	ADP
easat-9185	149	25	the	the	DET
easat-9185	149	26	editor	editor	NOUN
easat-9185	149	27	's	's	PART
easat-9185	149	28	account	account	NOUN
easat-9185	149	29	(	(	PUNCT
easat-9185	149	30	or	or	CCONJ
easat-9185	149	31	divided	divide	VERB
easat-9185	149	32	between	between	ADP
easat-9185	149	33	the	the	DET
easat-9185	149	34	platform	platform	NOUN
easat-9185	149	35	and	and	CCONJ
easat-9185	149	36	the	the	DET
easat-9185	149	37	editor	editor	NOUN
easat-9185	149	38	according	accord	VERB
easat-9185	149	39	to	to	ADP
easat-9185	149	40	the	the	DET
easat-9185	149	41	specified	specify	VERB
easat-9185	149	42	ratio	ratio	NOUN
easat-9185	149	43	)	)	PUNCT
easat-9185	149	44	.	.	PUNCT
easat-9185	150	1	if	if	SCONJ
easat-9185	150	2	there	there	PRON
easat-9185	150	3	is	be	VERB
easat-9185	150	4	a	a	DET
easat-9185	150	5	dispute	dispute	NOUN
easat-9185	150	6	or	or	CCONJ
easat-9185	150	7	the	the	DET
easat-9185	150	8	deadline	deadline	NOUN
easat-9185	150	9	is	be	AUX
easat-9185	150	10	exceeded	exceed	VERB
easat-9185	150	11	without	without	ADP
easat-9185	150	12	completion	completion	NOUN
easat-9185	150	13	,	,	PUNCT
easat-9185	150	14	the	the	DET
easat-9185	150	15	contract	contract	NOUN
easat-9185	150	16	can	can	AUX
easat-9185	150	17	refund	refund	VERB
easat-9185	150	18	the	the	DET
easat-9185	150	19	customer	customer	NOUN
easat-9185	150	20	according	accord	VERB
easat-9185	150	21	to	to	ADP
easat-9185	150	22	the	the	DET
easat-9185	150	23	terms	term	NOUN
easat-9185	150	24	.	.	PUNCT
easat-9185	151	1	all	all	DET
easat-9185	151	2	these	these	DET
easat-9185	151	3	transactions	transaction	NOUN
easat-9185	151	4	are	be	AUX
easat-9185	151	5	recorded	record	VERB
easat-9185	151	6	transparently	transparently	ADV
easat-9185	151	7	on	on	ADP
easat-9185	151	8	the	the	DET
easat-9185	151	9	blockchain	blockchain	NOUN
easat-9185	151	10	,	,	PUNCT
easat-9185	151	11	ensuring	ensure	VERB
easat-9185	151	12	reliability	reliability	NOUN
easat-9185	151	13	and	and	CCONJ
easat-9185	151	14	avoiding	avoid	VERB
easat-9185	151	15	fraud	fraud	NOUN
easat-9185	151	16	.	.	PUNCT
easat-9185	152	1	in	in	ADP
easat-9185	152	2	addition	addition	NOUN
easat-9185	152	3	,	,	PUNCT
easat-9185	152	4	the	the	DET
easat-9185	152	5	payment	payment	NOUN
easat-9185	152	6	module	module	NOUN
easat-9185	152	7	is	be	AUX
easat-9185	152	8	also	also	ADV
easat-9185	152	9	linked	link	VERB
easat-9185	152	10	to	to	ADP
easat-9185	152	11	the	the	DET
easat-9185	152	12	management	management	NOUN
easat-9185	152	13	system	system	NOUN
easat-9185	152	14	to	to	PART
easat-9185	152	15	trigger	trigger	VERB
easat-9185	152	16	payment	payment	NOUN
easat-9185	152	17	immediately	immediately	ADV
easat-9185	152	18	after	after	SCONJ
easat-9185	152	19	the	the	DET
easat-9185	152	20	customer	customer	NOUN
easat-9185	152	21	approves	approve	VERB
easat-9185	152	22	the	the	DET
easat-9185	152	23	output	output	NOUN
easat-9185	152	24	product	product	NOUN
easat-9185	152	25	.	.	PUNCT
easat-9185	153	1	thus	thus	ADV
easat-9185	153	2	,	,	PUNCT
easat-9185	153	3	the	the	DET
easat-9185	153	4	system	system	NOUN
easat-9185	153	5	architecture	architecture	NOUN
easat-9185	153	6	leverages	leverage	VERB
easat-9185	153	7	the	the	DET
easat-9185	153	8	power	power	NOUN
easat-9185	153	9	of	of	ADP
easat-9185	153	10	cloud	cloud	NOUN
easat-9185	153	11	computing	computing	NOUN
easat-9185	153	12	and	and	CCONJ
easat-9185	153	13	microservices	microservice	NOUN
easat-9185	153	14	:	:	PUNCT
easat-9185	153	15	components	component	NOUN
easat-9185	153	16	such	such	ADJ
easat-9185	153	17	as	as	ADP
easat-9185	153	18	chatbots	chatbot	NOUN
easat-9185	153	19	,	,	PUNCT
easat-9185	153	20	image	image	NOUN
easat-9185	153	21	processing	processing	NOUN
easat-9185	153	22	ai	ai	NOUN
easat-9185	153	23	services	service	NOUN
easat-9185	153	24	,	,	PUNCT
easat-9185	153	25	video	video	NOUN
easat-9185	153	26	processing	processing	NOUN
easat-9185	153	27	ai	ai	PROPN
easat-9185	153	28	services	service	NOUN
easat-9185	153	29	,	,	PUNCT
easat-9185	153	30	blockchain	blockchain	PROPN
easat-9185	153	31	modules	module	NOUN
easat-9185	153	32	,	,	PUNCT
easat-9185	153	33	…	…	PUNCT
easat-9185	153	34	are	be	AUX
easat-9185	153	35	all	all	PRON
easat-9185	153	36	deployed	deploy	VERB
easat-9185	153	37	as	as	ADP
easat-9185	153	38	separate	separate	ADJ
easat-9185	153	39	scalable	scalable	ADJ
easat-9185	153	40	independent	independent	ADJ
easat-9185	153	41	services	service	NOUN
easat-9185	153	42	.	.	PUNCT
easat-9185	154	1	the	the	DET
easat-9185	154	2	microservices	microservice	NOUN
easat-9185	154	3	approach	approach	NOUN
easat-9185	154	4	makes	make	VERB
easat-9185	154	5	it	it	PRON
easat-9185	154	6	easy	easy	ADJ
easat-9185	154	7	for	for	SCONJ
easat-9185	154	8	the	the	DET
easat-9185	154	9	system	system	NOUN
easat-9185	154	10	to	to	PART
easat-9185	154	11	scale	scale	VERB
easat-9185	154	12	where	where	SCONJ
easat-9185	154	13	needed	need	VERB
easat-9185	154	14	–	–	PUNCT
easat-9185	154	15	for	for	ADP
easat-9185	154	16	example	example	NOUN
easat-9185	154	17	,	,	PUNCT
easat-9185	154	18	when	when	SCONJ
easat-9185	154	19	the	the	DET
easat-9185	154	20	number	number	NOUN
easat-9185	154	21	of	of	ADP
easat-9185	154	22	image	image	NOUN
easat-9185	154	23	processing	processing	NOUN
easat-9185	154	24	requests	request	NOUN
easat-9185	154	25	increases	increase	NOUN
easat-9185	154	26	,	,	PUNCT
easat-9185	154	27	the	the	DET
easat-9185	154	28	instances	instance	NOUN
easat-9185	154	29	of	of	ADP
easat-9185	154	30	the	the	DET
easat-9185	154	31	image	image	NOUN
easat-9185	154	32	ai	ai	VERB
easat-9185	154	33	service	service	NOUN
easat-9185	154	34	can	can	AUX
easat-9185	154	35	be	be	AUX
easat-9185	154	36	increased	increase	VERB
easat-9185	154	37	without	without	ADP
easat-9185	154	38	affecting	affect	VERB
easat-9185	154	39	other	other	ADJ
easat-9185	154	40	parts	part	NOUN
easat-9185	154	41	.	.	PUNCT
easat-9185	155	1	this	this	PRON
easat-9185	155	2	is	be	AUX
easat-9185	155	3	consistent	consistent	ADJ
easat-9185	155	4	with	with	ADP
easat-9185	155	5	the	the	DET
easat-9185	155	6	fluctuating	fluctuate	VERB
easat-9185	155	7	nature	nature	NOUN
easat-9185	155	8	of	of	ADP
easat-9185	155	9	workloads	workload	NOUN
easat-9185	155	10	in	in	ADP
easat-9185	155	11	the	the	DET
easat-9185	155	12	service	service	NOUN
easat-9185	155	13	platform	platform	NOUN
easat-9185	155	14	model	model	NOUN
easat-9185	155	15	.	.	PUNCT
easat-9185	156	1	the	the	DET
easat-9185	156	2	cloudnative	cloudnative	ADJ
easat-9185	156	3	architecture	architecture	NOUN
easat-9185	156	4	also	also	ADV
easat-9185	156	5	increases	increase	VERB
easat-9185	156	6	availability	availability	NOUN
easat-9185	156	7	and	and	CCONJ
easat-9185	156	8	reliability	reliability	NOUN
easat-9185	156	9	:	:	PUNCT
easat-9185	156	10	if	if	SCONJ
easat-9185	156	11	one	one	NUM
easat-9185	156	12	component	component	NOUN
easat-9185	156	13	fails	fail	VERB
easat-9185	156	14	,	,	PUNCT
easat-9185	156	15	the	the	DET
easat-9185	156	16	other	other	ADJ
easat-9185	156	17	components	component	NOUN
easat-9185	156	18	still	still	ADV
easat-9185	156	19	operate	operate	VERB
easat-9185	156	20	,	,	PUNCT
easat-9185	156	21	limiting	limit	VERB
easat-9185	156	22	downtime	downtime	NOUN
easat-9185	156	23	for	for	ADP
easat-9185	156	24	the	the	DET
easat-9185	156	25	entire	entire	ADJ
easat-9185	156	26	system	system	NOUN
easat-9185	156	27	.	.	PUNCT
easat-9185	157	1	furthermore	furthermore	ADV
easat-9185	157	2	,	,	PUNCT
easat-9185	157	3	microservices	microservice	NOUN
easat-9185	157	4	also	also	ADV
easat-9185	157	5	make	make	VERB
easat-9185	157	6	maintenance	maintenance	NOUN
easat-9185	157	7	and	and	CCONJ
easat-9185	157	8	upgrades	upgrade	NOUN
easat-9185	157	9	easier	easy	ADJ
easat-9185	157	10	–	–	PUNCT
easat-9185	157	11	the	the	DET
easat-9185	157	12	development	development	NOUN
easat-9185	157	13	team	team	NOUN
easat-9185	157	14	can	can	AUX
easat-9185	157	15	update	update	VERB
easat-9185	157	16	a	a	DET
easat-9185	157	17	service	service	NOUN
easat-9185	157	18	(	(	PUNCT
easat-9185	157	19	e.g.	e.g.	ADV
easat-9185	157	20	,	,	PUNCT
easat-9185	157	21	upgrade	upgrade	VERB
easat-9185	157	22	a	a	DET
easat-9185	157	23	new	new	ADJ
easat-9185	157	24	ai	ai	NOUN
easat-9185	157	25	model	model	NOUN
easat-9185	157	26	)	)	PUNCT
easat-9185	157	27	without	without	ADP
easat-9185	157	28	disrupting	disrupt	VERB
easat-9185	157	29	the	the	DET
easat-9185	157	30	entire	entire	ADJ
easat-9185	157	31	system	system	NOUN
easat-9185	157	32	[	[	X
easat-9185	157	33	11	11	NUM
easat-9185	157	34	]	]	PUNCT
easat-9185	157	35	.	.	PUNCT
easat-9185	158	1	these	these	DET
easat-9185	158	2	advantages	advantage	NOUN
easat-9185	158	3	are	be	AUX
easat-9185	158	4	important	important	ADJ
easat-9185	158	5	to	to	PART
easat-9185	158	6	meet	meet	VERB
easat-9185	158	7	the	the	DET
easat-9185	158	8	scalability	scalability	NOUN
easat-9185	158	9	and	and	CCONJ
easat-9185	158	10	high	high	ADJ
easat-9185	158	11	operational	operational	ADJ
easat-9185	158	12	efficiency	efficiency	NOUN
easat-9185	158	13	goals	goal	NOUN
easat-9185	158	14	that	that	PRON
easat-9185	158	15	the	the	DET
easat-9185	158	16	system	system	NOUN
easat-9185	158	17	is	be	AUX
easat-9185	158	18	aiming	aim	VERB
easat-9185	158	19	for	for	ADP
easat-9185	158	20	.	.	PROPN
easat-9185	159	1	3.2	3.2	NUM
easat-9185	159	2	.	.	PUNCT
easat-9185	159	3	workflow	workflow	NOUN
easat-9185	159	4	based	base	VERB
easat-9185	159	5	on	on	ADP
easat-9185	159	6	the	the	DET
easat-9185	159	7	above	above	ADJ
easat-9185	159	8	architecture	architecture	NOUN
easat-9185	159	9	,	,	PUNCT
easat-9185	159	10	the	the	DET
easat-9185	159	11	general	general	ADJ
easat-9185	159	12	flow	flow	NOUN
easat-9185	159	13	of	of	ADP
easat-9185	159	14	the	the	DET
easat-9185	159	15	system	system	NOUN
easat-9185	159	16	in	in	ADP
easat-9185	159	17	figure	figure	NOUN
easat-9185	159	18	3	3	NUM
easat-9185	159	19	from	from	ADP
easat-9185	159	20	customer	customer	NOUN
easat-9185	159	21	entry	entry	NOUN
easat-9185	159	22	until	until	SCONJ
easat-9185	159	23	service	service	NOUN
easat-9185	159	24	completion	completion	NOUN
easat-9185	159	25	can	can	AUX
easat-9185	159	26	be	be	AUX
easat-9185	159	27	described	describe	VERB
easat-9185	159	28	in	in	ADP
easat-9185	159	29	the	the	DET
easat-9185	159	30	following	follow	VERB
easat-9185	159	31	steps	step	NOUN
easat-9185	159	32	:	:	PUNCT
easat-9185	159	33	(	(	PUNCT
easat-9185	159	34	1	1	X
easat-9185	159	35	)	)	PUNCT
easat-9185	159	36	customers	customer	NOUN
easat-9185	159	37	access	access	VERB
easat-9185	159	38	the	the	DET
easat-9185	159	39	service	service	NOUN
easat-9185	159	40	:	:	PUNCT
easat-9185	159	41	through	through	ADP
easat-9185	159	42	the	the	DET
easat-9185	159	43	website	website	NOUN
easat-9185	159	44	or	or	CCONJ
easat-9185	159	45	mobile	mobile	ADJ
easat-9185	159	46	application	application	NOUN
easat-9185	159	47	,	,	PUNCT
easat-9185	159	48	customers	customer	NOUN
easat-9185	159	49	learn	learn	VERB
easat-9185	159	50	about	about	ADP
easat-9185	159	51	the	the	DET
easat-9185	159	52	editing	editing	NOUN
easat-9185	159	53	services	service	NOUN
easat-9185	159	54	provided	provide	VERB
easat-9185	159	55	by	by	ADP
easat-9185	159	56	the	the	DET
easat-9185	159	57	system	system	NOUN
easat-9185	159	58	(	(	PUNCT
easat-9185	159	59	possibly	possibly	ADV
easat-9185	159	60	through	through	ADP
easat-9185	159	61	an	an	DET
easat-9185	159	62	automated	automate	VERB
easat-9185	159	63	digital	digital	ADJ
easat-9185	159	64	advertising	advertising	NOUN
easat-9185	159	65	campaign	campaign	NOUN
easat-9185	159	66	or	or	CCONJ
easat-9185	159	67	seo	seo	NOUN
easat-9185	159	68	that	that	SCONJ
easat-9185	159	69	the	the	DET
easat-9185	159	70	system	system	NOUN
easat-9185	159	71	performs	perform	VERB
easat-9185	159	72	beyond	beyond	ADP
easat-9185	159	73	the	the	DET
easat-9185	159	74	main	main	ADJ
easat-9185	159	75	scope	scope	NOUN
easat-9185	159	76	of	of	ADP
easat-9185	159	77	this	this	DET
easat-9185	159	78	article	article	NOUN
easat-9185	159	79	)	)	PUNCT
easat-9185	159	80	.	.	PUNCT
easat-9185	160	1	customers	customer	NOUN
easat-9185	160	2	create	create	VERB
easat-9185	160	3	an	an	DET
easat-9185	160	4	account	account	NOUN
easat-9185	160	5	or	or	CCONJ
easat-9185	160	6	log	log	VERB
easat-9185	160	7	in	in	ADP
easat-9185	160	8	to	to	PART
easat-9185	160	9	use	use	VERB
easat-9185	160	10	the	the	DET
easat-9185	160	11	service	service	NOUN
easat-9185	160	12	.	.	PUNCT
easat-9185	161	1	on	on	ADP
easat-9185	161	2	the	the	DET
easat-9185	161	3	home	home	NOUN
easat-9185	161	4	page	page	NOUN
easat-9185	161	5	,	,	PUNCT
easat-9185	161	6	customers	customer	NOUN
easat-9185	161	7	can	can	AUX
easat-9185	161	8	view	view	VERB
easat-9185	161	9	a	a	DET
easat-9185	161	10	list	list	NOUN
easat-9185	161	11	of	of	ADP
easat-9185	161	12	services	service	NOUN
easat-9185	161	13	(	(	PUNCT
easat-9185	161	14	photos	photo	NOUN
easat-9185	161	15	,	,	PUNCT
easat-9185	161	16	videos	video	NOUN
easat-9185	161	17	,	,	PUNCT
easat-9185	161	18	virtual	virtual	ADJ
easat-9185	161	19	architecture	architecture	NOUN
easat-9185	161	20	)	)	PUNCT
easat-9185	161	21	and	and	CCONJ
easat-9185	161	22	choose	choose	VERB
easat-9185	161	23	the	the	DET
easat-9185	161	24	type	type	NOUN
easat-9185	161	25	of	of	ADP
easat-9185	161	26	service	service	NOUN
easat-9185	161	27	they	they	PRON
easat-9185	161	28	want	want	VERB
easat-9185	161	29	.	.	PUNCT
easat-9185	162	1	for	for	ADP
easat-9185	162	2	example	example	NOUN
easat-9185	162	3	,	,	PUNCT
easat-9185	162	4	a	a	DET
easat-9185	162	5	customer	customer	NOUN
easat-9185	162	6	who	who	PRON
easat-9185	162	7	needs	need	VERB
easat-9185	162	8	virtual	virtual	ADJ
easat-9185	162	9	interior	interior	ADJ
easat-9185	162	10	staging	staging	NOUN
easat-9185	162	11	for	for	ADP
easat-9185	162	12	a	a	DET
easat-9185	162	13	photo	photo	NOUN
easat-9185	162	14	of	of	ADP
easat-9185	162	15	their	their	PRON
easat-9185	162	16	empty	empty	ADJ
easat-9185	162	17	apartment	apartment	NOUN
easat-9185	162	18	will	will	AUX
easat-9185	162	19	choose	choose	VERB
easat-9185	162	20	the	the	DET
easat-9185	162	21	“	"	PUNCT
easat-9185	162	22	virtual	virtual	ADJ
easat-9185	162	23	staging	staging	NOUN
easat-9185	162	24	”	"	PUNCT
easat-9185	162	25	item	item	NOUN
easat-9185	162	26	.	.	PUNCT
easat-9185	163	1	(	(	PUNCT
easat-9185	163	2	2	2	X
easat-9185	163	3	)	)	PUNCT
easat-9185	163	4	receive	receive	VERB
easat-9185	163	5	requests	request	NOUN
easat-9185	163	6	and	and	CCONJ
easat-9185	163	7	collect	collect	VERB
easat-9185	163	8	information	information	NOUN
easat-9185	163	9	:	:	PUNCT
easat-9185	163	10	as	as	ADV
easat-9185	163	11	soon	soon	ADV
easat-9185	163	12	as	as	SCONJ
easat-9185	163	13	the	the	DET
easat-9185	163	14	customer	customer	NOUN
easat-9185	163	15	starts	start	VERB
easat-9185	163	16	creating	create	VERB
easat-9185	163	17	a	a	DET
easat-9185	163	18	new	new	ADJ
easat-9185	163	19	order	order	NOUN
easat-9185	163	20	,	,	PUNCT
easat-9185	163	21	the	the	DET
easat-9185	163	22	smart	smart	ADJ
easat-9185	163	23	chatbot	chatbot	NOUN
easat-9185	163	24	will	will	AUX
easat-9185	163	25	appear	appear	VERB
easat-9185	163	26	to	to	PART
easat-9185	163	27	support	support	VERB
easat-9185	163	28	.	.	PUNCT
easat-9185	164	1	the	the	DET
easat-9185	164	2	chatbot	chatbot	NOUN
easat-9185	164	3	greets	greet	VERB
easat-9185	164	4	and	and	CCONJ
easat-9185	164	5	asks	ask	VERB
easat-9185	164	6	necessary	necessary	ADJ
easat-9185	164	7	questions	question	NOUN
easat-9185	164	8	to	to	PART
easat-9185	164	9	collect	collect	VERB
easat-9185	164	10	enough	enough	ADJ
easat-9185	164	11	information	information	NOUN
easat-9185	164	12	for	for	ADP
easat-9185	164	13	the	the	DET
easat-9185	164	14	order	order	NOUN
easat-9185	164	15	:	:	PUNCT
easat-9185	164	16	“	"	PUNCT
easat-9185	164	17	hello	hello	INTJ
easat-9185	164	18	,	,	PUNCT
easat-9185	164	19	what	what	PRON
easat-9185	164	20	do	do	AUX
easat-9185	164	21	you	you	PRON
easat-9185	164	22	need	need	VERB
easat-9185	164	23	us	we	PRON
easat-9185	164	24	to	to	PART
easat-9185	164	25	do	do	VERB
easat-9185	164	26	on	on	ADP
easat-9185	164	27	your	your	PRON
easat-9185	164	28	photos	photo	NOUN
easat-9185	164	29	/	/	SYM
easat-9185	164	30	videos	video	NOUN
easat-9185	164	31	?	?	PUNCT
easat-9185	164	32	”	"	PUNCT
easat-9185	164	33	,	,	PUNCT
easat-9185	164	34	“	"	PUNCT
easat-9185	164	35	do	do	AUX
easat-9185	164	36	you	you	PRON
easat-9185	164	37	have	have	VERB
easat-9185	164	38	any	any	DET
easat-9185	164	39	specific	specific	ADJ
easat-9185	164	40	requests	request	NOUN
easat-9185	164	41	regarding	regard	VERB
easat-9185	164	42	style	style	NOUN
easat-9185	164	43	or	or	CCONJ
easat-9185	164	44	details	detail	NOUN
easat-9185	164	45	to	to	PART
easat-9185	164	46	edit	edit	VERB
easat-9185	164	47	?	?	PUNCT
easat-9185	164	48	”	"	PUNCT
easat-9185	164	49	,	,	PUNCT
easat-9185	164	50	“	"	PUNCT
easat-9185	164	51	when	when	SCONJ
easat-9185	164	52	do	do	AUX
easat-9185	164	53	you	you	PRON
easat-9185	164	54	need	need	VERB
easat-9185	164	55	the	the	DET
easat-9185	164	56	results	result	NOUN
easat-9185	164	57	?	?	PUNCT
easat-9185	164	58	”	"	PUNCT
easat-9185	164	59	…	…	PUNCT
easat-9185	164	60	the	the	DET
easat-9185	164	61	customer	customer	NOUN
easat-9185	164	62	will	will	AUX
easat-9185	164	63	describe	describe	VERB
easat-9185	164	64	in	in	ADP
easat-9185	164	65	natural	natural	ADJ
easat-9185	164	66	language	language	NOUN
easat-9185	164	67	,	,	PUNCT
easat-9185	164	68	for	for	ADP
easat-9185	164	69	example	example	NOUN
easat-9185	164	70	:	:	PUNCT
easat-9185	164	71	“	"	PUNCT
easat-9185	164	72	i	i	PRON
easat-9185	164	73	have	have	VERB
easat-9185	164	74	5	5	NUM
easat-9185	164	75	exterior	exterior	ADJ
easat-9185	164	76	photos	photo	NOUN
easat-9185	164	77	of	of	ADP
easat-9185	164	78	my	my	PRON
easat-9185	164	79	house	house	NOUN
easat-9185	164	80	that	that	PRON
easat-9185	164	81	i	i	PRON
easat-9185	164	82	want	want	VERB
easat-9185	164	83	to	to	PART
easat-9185	164	84	turn	turn	VERB
easat-9185	164	85	into	into	ADP
easat-9185	164	86	a	a	DET
easat-9185	164	87	sunset	sunset	NOUN
easat-9185	164	88	scene	scene	NOUN
easat-9185	164	89	,	,	PUNCT
easat-9185	164	90	and	and	CCONJ
easat-9185	164	91	help	help	VERB
easat-9185	164	92	remove	remove	VERB
easat-9185	164	93	some	some	DET
easat-9185	164	94	cars	car	NOUN
easat-9185	164	95	in	in	ADP
easat-9185	164	96	the	the	DET
easat-9185	164	97	driveway	driveway	NOUN
easat-9185	164	98	”	"	PUNCT
easat-9185	164	99	.	.	PUNCT
easat-9185	165	1	the	the	DET
easat-9185	165	2	chatbot	chatbot	NOUN
easat-9185	165	3	uses	use	VERB
easat-9185	165	4	nlp	nlp	NOUN
easat-9185	165	5	to	to	PART
easat-9185	165	6	analyze	analyze	VERB
easat-9185	165	7	the	the	DET
easat-9185	165	8	answer	answer	NOUN
easat-9185	165	9	,	,	PUNCT
easat-9185	165	10	if	if	SCONJ
easat-9185	165	11	there	there	PRON
easat-9185	165	12	are	be	VERB
easat-9185	165	13	missing	miss	VERB
easat-9185	165	14	details	detail	NOUN
easat-9185	165	15	,	,	PUNCT
easat-9185	165	16	it	it	PRON
easat-9185	165	17	will	will	AUX
easat-9185	165	18	ask	ask	VERB
easat-9185	165	19	more	more	ADJ
easat-9185	165	20	questions	question	NOUN
easat-9185	165	21	(	(	PUNCT
easat-9185	165	22	for	for	ADP
easat-9185	165	23	example	example	NOUN
easat-9185	165	24	,	,	PUNCT
easat-9185	165	25	“	"	PUNCT
easat-9185	165	26	do	do	AUX
easat-9185	165	27	you	you	PRON
easat-9185	165	28	want	want	VERB
easat-9185	165	29	to	to	PART
easat-9185	165	30	change	change	VERB
easat-9185	165	31	the	the	DET
easat-9185	165	32	sky	sky	NOUN
easat-9185	165	33	to	to	ADP
easat-9185	165	34	a	a	DET
easat-9185	165	35	brilliant	brilliant	ADJ
easat-9185	165	36	sunset	sunset	NOUN
easat-9185	165	37	or	or	CCONJ
easat-9185	165	38	just	just	ADV
easat-9185	165	39	a	a	DET
easat-9185	165	40	gentle	gentle	ADJ
easat-9185	165	41	afternoon	afternoon	NOUN
easat-9185	165	42	light	light	NOUN
easat-9185	165	43	?	?	PUNCT
easat-9185	165	44	”	"	PUNCT
easat-9185	165	45	)	)	PUNCT
easat-9185	165	46	.	.	PUNCT
easat-9185	166	1	at	at	ADP
easat-9185	166	2	the	the	DET
easat-9185	166	3	same	same	ADJ
easat-9185	166	4	time	time	NOUN
easat-9185	166	5	,	,	PUNCT
easat-9185	166	6	the	the	DET
easat-9185	166	7	customer	customer	NOUN
easat-9185	166	8	will	will	AUX
easat-9185	166	9	upload	upload	VERB
easat-9185	166	10	the	the	DET
easat-9185	166	11	original	original	ADJ
easat-9185	166	12	images	image	NOUN
easat-9185	166	13	/	/	SYM
easat-9185	166	14	videos	video	NOUN
easat-9185	166	15	that	that	PRON
easat-9185	166	16	need	need	VERB
easat-9185	166	17	to	to	PART
easat-9185	166	18	be	be	AUX
easat-9185	166	19	edited	edit	VERB
easat-9185	166	20	through	through	ADP
easat-9185	166	21	the	the	DET
easat-9185	166	22	interface	interface	NOUN
easat-9185	166	23	(	(	PUNCT
easat-9185	166	24	these	these	DET
easat-9185	166	25	files	file	NOUN
easat-9185	166	26	are	be	AUX
easat-9185	166	27	saved	save	VERB
easat-9185	166	28	to	to	ADP
easat-9185	166	29	the	the	DET
easat-9185	166	30	cloud	cloud	NOUN
easat-9185	166	31	and	and	CCONJ
easat-9185	166	32	linked	link	VERB
easat-9185	166	33	to	to	ADP
easat-9185	166	34	the	the	DET
easat-9185	166	35	order	order	NOUN
easat-9185	166	36	)	)	PUNCT
easat-9185	166	37	.	.	PUNCT
easat-9185	167	1	after	after	ADP
easat-9185	167	2	collecting	collect	VERB
easat-9185	167	3	enough	enough	ADJ
easat-9185	167	4	information	information	NOUN
easat-9185	167	5	(	(	PUNCT
easat-9185	167	6	service	service	NOUN
easat-9185	167	7	type	type	NOUN
easat-9185	167	8	,	,	PUNCT
easat-9185	167	9	number	number	NOUN
easat-9185	167	10	of	of	ADP
easat-9185	167	11	photos	photo	NOUN
easat-9185	167	12	/	/	SYM
easat-9185	167	13	videos	video	NOUN
easat-9185	167	14	,	,	PUNCT
easat-9185	167	15	specific	specific	ADJ
easat-9185	167	16	requests	request	NOUN
easat-9185	167	17	)	)	PUNCT
easat-9185	167	18	,	,	PUNCT
easat-9185	167	19	the	the	DET
easat-9185	167	20	chatbot	chatbot	NOUN
easat-9185	167	21	reconfirms	reconfirm	VERB
easat-9185	167	22	the	the	DET
easat-9185	167	23	order	order	NOUN
easat-9185	167	24	summary	summary	NOUN
easat-9185	167	25	for	for	SCONJ
easat-9185	167	26	the	the	DET
easat-9185	167	27	customer	customer	NOUN
easat-9185	167	28	to	to	PART
easat-9185	167	29	approve	approve	VERB
easat-9185	167	30	.	.	PUNCT
easat-9185	168	1	(	(	PUNCT
easat-9185	168	2	3	3	X
easat-9185	168	3	)	)	PUNCT
easat-9185	168	4	order	order	NOUN
easat-9185	168	5	creation	creation	NOUN
easat-9185	168	6	and	and	CCONJ
easat-9185	168	7	payment	payment	NOUN
easat-9185	168	8	deposit	deposit	NOUN
easat-9185	168	9	:	:	PUNCT
easat-9185	168	10	the	the	DET
easat-9185	168	11	system	system	NOUN
easat-9185	168	12	generates	generate	VERB
easat-9185	168	13	a	a	DET
easat-9185	168	14	unique	unique	ADJ
easat-9185	168	15	order	order	NOUN
easat-9185	168	16	i	i	X
easat-9185	168	17	d	d	PROPN
easat-9185	168	18	for	for	ADP
easat-9185	168	19	the	the	DET
easat-9185	168	20	customer	customer	NOUN
easat-9185	168	21	’s	’s	PART
easat-9185	168	22	request	request	NOUN
easat-9185	168	23	.	.	PUNCT
easat-9185	169	1	based	base	VERB
easat-9185	169	2	on	on	ADP
easat-9185	169	3	the	the	DET
easat-9185	169	4	service	service	NOUN
easat-9185	169	5	type	type	NOUN
easat-9185	169	6	and	and	CCONJ
easat-9185	169	7	volume	volume	NOUN
easat-9185	169	8	(	(	PUNCT
easat-9185	169	9	e.g.	e.g.	ADV
easat-9185	169	10	5	5	NUM
easat-9185	169	11	photos	photo	NOUN
easat-9185	169	12	for	for	ADP
easat-9185	169	13	day	day	NOUN
easat-9185	169	14	-	-	PUNCT
easat-9185	169	15	to	to	ADP
easat-9185	169	16	-	-	PUNCT
easat-9185	169	17	dusk	dusk	NOUN
easat-9185	169	18	and	and	CCONJ
easat-9185	169	19	object	object	VERB
easat-9185	169	20	removal	removal	NOUN
easat-9185	169	21	)	)	PUNCT
easat-9185	169	22	,	,	PUNCT
easat-9185	169	23	the	the	DET
easat-9185	169	24	system	system	NOUN
easat-9185	169	25	automatically	automatically	ADV
easat-9185	169	26	calculates	calculate	VERB
easat-9185	169	27	the	the	DET
easat-9185	169	28	estimated	estimate	VERB
easat-9185	169	29	cost	cost	NOUN
easat-9185	169	30	and	and	CCONJ
easat-9185	169	31	displays	display	VERB
easat-9185	169	32	it	it	PRON
easat-9185	169	33	to	to	ADP
easat-9185	169	34	the	the	DET
easat-9185	169	35	customer	customer	NOUN
easat-9185	169	36	.	.	PUNCT
easat-9185	170	1	if	if	SCONJ
easat-9185	170	2	the	the	DET
easat-9185	170	3	customer	customer	NOUN
easat-9185	170	4	agrees	agree	VERB
easat-9185	170	5	to	to	PART
easat-9185	170	6	proceed	proceed	VERB
easat-9185	170	7	,	,	PUNCT
easat-9185	170	8	the	the	DET
easat-9185	170	9	system	system	NOUN
easat-9185	170	10	requests	request	VERB
easat-9185	170	11	payment	payment	NOUN
easat-9185	170	12	.	.	PUNCT
easat-9185	171	1	here	here	ADV
easat-9185	171	2	,	,	PUNCT
easat-9185	171	3	a	a	DET
easat-9185	171	4	blockchain	blockchain	PROPN
easat-9185	171	5	smart	smart	ADJ
easat-9185	171	6	contract	contract	NOUN
easat-9185	171	7	is	be	AUX
easat-9185	171	8	initiated	initiate	VERB
easat-9185	171	9	with	with	ADP
easat-9185	171	10	the	the	DET
easat-9185	171	11	corresponding	correspond	VERB
easat-9185	171	12	amount	amount	NOUN
easat-9185	171	13	.	.	PUNCT
easat-9185	172	1	the	the	DET
easat-9185	172	2	customer	customer	NOUN
easat-9185	172	3	makes	make	VERB
easat-9185	172	4	the	the	DET
easat-9185	172	5	payment	payment	NOUN
easat-9185	172	6	(	(	PUNCT
easat-9185	172	7	via	via	ADP
easat-9185	172	8	a	a	DET
easat-9185	172	9	traditional	traditional	ADJ
easat-9185	172	10	gateway	gateway	NOUN
easat-9185	172	11	or	or	CCONJ
easat-9185	172	12	a	a	DET
easat-9185	172	13	crypto	crypto	NOUN
easat-9185	172	14	wallet	wallet	NOUN
easat-9185	172	15	)	)	PUNCT
easat-9185	172	16	;	;	PUNCT
easat-9185	172	17	the	the	DET
easat-9185	172	18	amount	amount	NOUN
easat-9185	172	19	is	be	AUX
easat-9185	172	20	deposited	deposit	VERB
easat-9185	172	21	in	in	ADP
easat-9185	172	22	a	a	DET
easat-9185	172	23	secure	secure	ADJ
easat-9185	172	24	smart	smart	ADJ
easat-9185	172	25	contract	contract	NOUN
easat-9185	172	26	[	[	X
easat-9185	172	27	9	9	NUM
easat-9185	172	28	]	]	PUNCT
easat-9185	172	29	.	.	PUNCT
easat-9185	173	1	immediately	immediately	ADV
easat-9185	173	2	after	after	ADV
easat-9185	173	3	,	,	PUNCT
easat-9185	173	4	the	the	DET
easat-9185	173	5	order	order	NOUN
easat-9185	173	6	status	status	NOUN
easat-9185	173	7	changes	change	VERB
easat-9185	173	8	to	to	PART
easat-9185	173	9	“	"	PUNCT
easat-9185	173	10	paid	pay	VERB
easat-9185	173	11	,	,	PUNCT
easat-9185	173	12	pending	pende	VERB
easat-9185	173	13	”	"	PUNCT
easat-9185	173	14	–	–	PUNCT
easat-9185	173	15	meaning	mean	VERB
easat-9185	173	16	that	that	SCONJ
easat-9185	173	17	the	the	DET
easat-9185	173	18	financial	financial	ADJ
easat-9185	173	19	commitment	commitment	NOUN
easat-9185	173	20	has	have	AUX
easat-9185	173	21	been	be	AUX
easat-9185	173	22	secured	secure	VERB
easat-9185	173	23	and	and	CCONJ
easat-9185	173	24	is	be	AUX
easat-9185	173	25	ready	ready	ADJ
easat-9185	173	26	to	to	PART
easat-9185	173	27	be	be	AUX
easat-9185	173	28	executed	execute	VERB
easat-9185	173	29	.	.	PUNCT
easat-9185	174	1	2372	2372	NUM
easat-9185	174	2	edelweiss	edelweiss	PROPN
easat-9185	174	3	applied	apply	VERB
easat-9185	174	4	science	science	NOUN
easat-9185	174	5	and	and	CCONJ
easat-9185	174	6	technology	technology	NOUN
easat-9185	174	7	issn	issn	PROPN
easat-9185	174	8	:	:	PUNCT
easat-9185	174	9	2576	2576	NUM
easat-9185	174	10	-	-	SYM
easat-9185	174	11	8484	8484	NUM
easat-9185	174	12	vol	vol	NOUN
easat-9185	174	13	.	.	PROPN
easat-9185	175	1	9	9	NUM
easat-9185	175	2	,	,	PUNCT
easat-9185	175	3	no	no	INTJ
easat-9185	175	4	.	.	NOUN
easat-9185	175	5	7	7	NUM
easat-9185	175	6	:	:	SYM
easat-9185	175	7	2365	2365	NUM
easat-9185	175	8	-	-	SYM
easat-9185	175	9	2381	2381	NUM
easat-9185	175	10	,	,	PUNCT
easat-9185	175	11	2025	2025	NUM
easat-9185	175	12	doi	doi	NOUN
easat-9185	175	13	:	:	PUNCT
easat-9185	175	14	10.55214/2576	10.55214/2576	NUM
easat-9185	175	15	-	-	SYM
easat-9185	175	16	8484.v9i7.9185	8484.v9i7.9185	NOUN
easat-9185	176	1	©	©	PROPN
easat-9185	176	2	2025	2025	NUM
easat-9185	176	3	by	by	ADP
easat-9185	176	4	the	the	DET
easat-9185	176	5	authors	author	NOUN
easat-9185	176	6	;	;	PUNCT
easat-9185	176	7	licensee	licensee	PROPN
easat-9185	176	8	learning	learn	VERB
easat-9185	176	9	gate	gate	PROPN
easat-9185	176	10	figure	figure	NOUN
easat-9185	176	11	3	3	NUM
easat-9185	176	12	.	.	PUNCT
easat-9185	176	13	general	general	ADJ
easat-9185	176	14	system	system	NOUN
easat-9185	176	15	flow	flow	NOUN
easat-9185	176	16	.	.	PUNCT
easat-9185	177	1	(	(	PUNCT
easat-9185	177	2	4	4	X
easat-9185	177	3	)	)	PUNCT
easat-9185	177	4	request	request	NOUN
easat-9185	177	5	analysis	analysis	NOUN
easat-9185	177	6	and	and	CCONJ
easat-9185	177	7	processing	processing	NOUN
easat-9185	177	8	planning	planning	NOUN
easat-9185	177	9	:	:	PUNCT
easat-9185	177	10	the	the	DET
easat-9185	177	11	intelligent	intelligent	ADJ
easat-9185	177	12	dispatcher	dispatcher	NOUN
easat-9185	177	13	receives	receive	VERB
easat-9185	177	14	the	the	DET
easat-9185	177	15	order	order	NOUN
easat-9185	177	16	information	information	NOUN
easat-9185	177	17	.	.	PUNCT
easat-9185	178	1	based	base	VERB
easat-9185	178	2	on	on	ADP
easat-9185	178	3	the	the	DET
easat-9185	178	4	description	description	NOUN
easat-9185	178	5	and	and	CCONJ
easat-9185	178	6	available	available	ADJ
easat-9185	178	7	data	datum	NOUN
easat-9185	178	8	(	(	PUNCT
easat-9185	178	9	service	service	NOUN
easat-9185	178	10	type	type	NOUN
easat-9185	178	11	:	:	PUNCT
easat-9185	178	12	day	day	NOUN
easat-9185	178	13	-	-	PUNCT
easat-9185	178	14	to	to	ADP
easat-9185	178	15	-	-	PUNCT
easat-9185	178	16	dusk	dusk	NOUN
easat-9185	178	17	photo	photo	NOUN
easat-9185	178	18	editing	editing	NOUN
easat-9185	178	19	and	and	CCONJ
easat-9185	178	20	object	object	VERB
easat-9185	178	21	removal	removal	NOUN
easat-9185	178	22	)	)	PUNCT
easat-9185	178	23	,	,	PUNCT
easat-9185	178	24	the	the	DET
easat-9185	178	25	request	request	NOUN
easat-9185	178	26	analysis	analysis	NOUN
easat-9185	178	27	module	module	NOUN
easat-9185	178	28	determines	determine	VERB
easat-9185	178	29	the	the	DET
easat-9185	178	30	specific	specific	ADJ
easat-9185	178	31	tasks	task	NOUN
easat-9185	178	32	:	:	PUNCT
easat-9185	178	33	(	(	PUNCT
easat-9185	178	34	i	i	NOUN
easat-9185	178	35	)	)	PUNCT
easat-9185	178	36	apply	apply	VERB
easat-9185	178	37	the	the	DET
easat-9185	178	38	day	day	NOUN
easat-9185	178	39	-	-	PUNCT
easat-9185	178	40	to	to	ADP
easat-9185	178	41	-	-	PUNCT
easat-9185	178	42	sunset	sunset	NOUN
easat-9185	178	43	algorithm	algorithm	NOUN
easat-9185	178	44	for	for	ADP
easat-9185	178	45	each	each	DET
easat-9185	178	46	photo	photo	NOUN
easat-9185	178	47	,	,	PUNCT
easat-9185	178	48	(	(	PUNCT
easat-9185	178	49	ii	ii	NOUN
easat-9185	178	50	)	)	PUNCT
easat-9185	178	51	apply	apply	VERB
easat-9185	178	52	the	the	DET
easat-9185	178	53	object	object	NOUN
easat-9185	178	54	(	(	PUNCT
easat-9185	178	55	car	car	NOUN
easat-9185	178	56	)	)	PUNCT
easat-9185	178	57	removal	removal	NOUN
easat-9185	178	58	algorithm	algorithm	NOUN
easat-9185	178	59	on	on	ADP
easat-9185	178	60	the	the	DET
easat-9185	178	61	photo	photo	NOUN
easat-9185	178	62	,	,	PUNCT
easat-9185	178	63	(	(	PUNCT
easat-9185	178	64	iii	iii	NOUN
easat-9185	178	65	)	)	PUNCT
easat-9185	178	66	check	check	NOUN
easat-9185	178	67	and	and	CCONJ
easat-9185	178	68	fine	fine	ADJ
easat-9185	178	69	-	-	PUNCT
easat-9185	178	70	tune	tune	NOUN
easat-9185	178	71	the	the	DET
easat-9185	178	72	colors	color	NOUN
easat-9185	178	73	if	if	SCONJ
easat-9185	178	74	necessary	necessary	ADJ
easat-9185	178	75	.	.	PUNCT
easat-9185	179	1	based	base	VERB
easat-9185	179	2	on	on	ADP
easat-9185	179	3	the	the	DET
easat-9185	179	4	nature	nature	NOUN
easat-9185	179	5	of	of	ADP
easat-9185	179	6	the	the	DET
easat-9185	179	7	task	task	NOUN
easat-9185	179	8	,	,	PUNCT
easat-9185	179	9	the	the	DET
easat-9185	179	10	system	system	NOUN
easat-9185	179	11	decides	decide	VERB
easat-9185	179	12	:	:	PUNCT
easat-9185	179	13	these	these	DET
easat-9185	179	14	steps	step	NOUN
easat-9185	179	15	can	can	AUX
easat-9185	179	16	now	now	ADV
easat-9185	179	17	be	be	AUX
easat-9185	179	18	performed	perform	VERB
easat-9185	179	19	completely	completely	ADV
easat-9185	179	20	automatically	automatically	ADV
easat-9185	179	21	by	by	ADP
easat-9185	179	22	ai	ai	PROPN
easat-9185	179	23	(	(	PUNCT
easat-9185	179	24	assuming	assume	VERB
easat-9185	179	25	the	the	DET
easat-9185	179	26	system	system	NOUN
easat-9185	179	27	has	have	AUX
easat-9185	179	28	integrated	integrate	VERB
easat-9185	179	29	a	a	DET
easat-9185	179	30	good	good	ADJ
easat-9185	179	31	enough	enough	ADV
easat-9185	179	32	ai	ai	VERB
easat-9185	179	33	model	model	NOUN
easat-9185	179	34	for	for	ADP
easat-9185	179	35	day	day	NOUN
easat-9185	179	36	-	-	PUNCT
easat-9185	179	37	to	to	ADP
easat-9185	179	38	-	-	PUNCT
easat-9185	179	39	dusk	dusk	NOUN
easat-9185	179	40	and	and	CCONJ
easat-9185	179	41	object	object	VERB
easat-9185	179	42	removal	removal	NOUN
easat-9185	179	43	)	)	PUNCT
easat-9185	179	44	.	.	PUNCT
easat-9185	180	1	therefore	therefore	ADV
easat-9185	180	2	,	,	PUNCT
easat-9185	180	3	the	the	DET
easat-9185	180	4	planning	planning	NOUN
easat-9185	180	5	module	module	NOUN
easat-9185	180	6	will	will	AUX
easat-9185	180	7	create	create	VERB
easat-9185	180	8	a	a	DET
easat-9185	180	9	two	two	NUM
easat-9185	180	10	-	-	PUNCT
easat-9185	180	11	step	step	NOUN
easat-9185	180	12	process	process	NOUN
easat-9185	180	13	for	for	ADP
easat-9185	180	14	each	each	DET
easat-9185	180	15	photo	photo	NOUN
easat-9185	180	16	:	:	PUNCT
easat-9185	180	17	step	step	NOUN
easat-9185	180	18	1	1	NUM
easat-9185	180	19	calls	call	VERB
easat-9185	180	20	the	the	DET
easat-9185	180	21	ai	ai	ADJ
easat-9185	180	22	day	day	NOUN
easat-9185	180	23	-	-	PUNCT
easat-9185	180	24	todusk	todusk	NOUN
easat-9185	180	25	service	service	NOUN
easat-9185	180	26	,	,	PUNCT
easat-9185	180	27	step	step	NOUN
easat-9185	180	28	2	2	NUM
easat-9185	180	29	calls	call	VERB
easat-9185	180	30	the	the	DET
easat-9185	180	31	ai	ai	ADJ
easat-9185	180	32	object	object	NOUN
easat-9185	180	33	removal	removal	NOUN
easat-9185	180	34	service	service	NOUN
easat-9185	180	35	,	,	PUNCT
easat-9185	180	36	and	and	CCONJ
easat-9185	180	37	then	then	ADV
easat-9185	180	38	marks	mark	VERB
easat-9185	180	39	the	the	DET
easat-9185	180	40	photo	photo	NOUN
easat-9185	180	41	as	as	ADP
easat-9185	180	42	complete	complete	ADJ
easat-9185	180	43	.	.	PUNCT
easat-9185	181	1	a	a	DET
easat-9185	181	2	total	total	NOUN
easat-9185	181	3	of	of	ADP
easat-9185	181	4	5	5	NUM
easat-9185	181	5	photos	photo	NOUN
easat-9185	181	6	will	will	AUX
easat-9185	181	7	go	go	VERB
easat-9185	181	8	through	through	ADP
easat-9185	181	9	these	these	DET
easat-9185	181	10	2	2	NUM
easat-9185	181	11	steps	step	NOUN
easat-9185	181	12	sequentially	sequentially	ADV
easat-9185	181	13	(	(	PUNCT
easat-9185	181	14	or	or	CCONJ
easat-9185	181	15	in	in	ADP
easat-9185	181	16	parallel	parallel	NOUN
easat-9185	181	17	if	if	SCONJ
easat-9185	181	18	the	the	DET
easat-9185	181	19	infrastructure	infrastructure	NOUN
easat-9185	181	20	allows	allow	VERB
easat-9185	181	21	)	)	PUNCT
easat-9185	181	22	.	.	PUNCT
easat-9185	182	1	if	if	SCONJ
easat-9185	182	2	there	there	PRON
easat-9185	182	3	is	be	VERB
easat-9185	182	4	a	a	DET
easat-9185	182	5	step	step	NOUN
easat-9185	182	6	in	in	ADP
easat-9185	182	7	the	the	DET
easat-9185	182	8	request	request	NOUN
easat-9185	182	9	that	that	PRON
easat-9185	182	10	requires	require	VERB
easat-9185	182	11	human	human	ADJ
easat-9185	182	12	intervention	intervention	NOUN
easat-9185	182	13	,	,	PUNCT
easat-9185	182	14	the	the	DET
easat-9185	182	15	module	module	NOUN
easat-9185	182	16	will	will	AUX
easat-9185	182	17	look	look	VERB
easat-9185	182	18	for	for	ADP
easat-9185	182	19	an	an	DET
easat-9185	182	20	editor	editor	NOUN
easat-9185	182	21	.	.	PUNCT
easat-9185	183	1	for	for	ADP
easat-9185	183	2	example	example	NOUN
easat-9185	183	3	,	,	PUNCT
easat-9185	183	4	if	if	SCONJ
easat-9185	183	5	the	the	DET
easat-9185	183	6	customer	customer	NOUN
easat-9185	183	7	requests	request	VERB
easat-9185	183	8	“	"	PUNCT
easat-9185	183	9	make	make	VERB
easat-9185	183	10	the	the	DET
easat-9185	183	11	image	image	NOUN
easat-9185	183	12	sharp	sharp	ADJ
easat-9185	183	13	and	and	CCONJ
easat-9185	183	14	the	the	DET
easat-9185	183	15	colors	color	NOUN
easat-9185	183	16	vivid	vivid	ADJ
easat-9185	183	17	but	but	CCONJ
easat-9185	183	18	still	still	ADV
easat-9185	183	19	realistic	realistic	ADJ
easat-9185	183	20	”	"	PUNCT
easat-9185	183	21	,	,	PUNCT
easat-9185	183	22	the	the	DET
easat-9185	183	23	system	system	NOUN
easat-9185	183	24	may	may	AUX
easat-9185	183	25	decide	decide	VERB
easat-9185	183	26	that	that	SCONJ
easat-9185	183	27	this	this	DET
easat-9185	183	28	delicate	delicate	ADJ
easat-9185	183	29	adjustment	adjustment	NOUN
easat-9185	183	30	step	step	NOUN
easat-9185	183	31	should	should	AUX
easat-9185	183	32	be	be	AUX
easat-9185	183	33	done	do	VERB
easat-9185	183	34	by	by	ADP
easat-9185	183	35	an	an	DET
easat-9185	183	36	editor	editor	NOUN
easat-9185	183	37	and	and	CCONJ
easat-9185	183	38	assign	assign	VERB
easat-9185	183	39	it	it	PRON
easat-9185	183	40	to	to	ADP
easat-9185	183	41	a	a	DET
easat-9185	183	42	colorist	colorist	NOUN
easat-9185	183	43	.	.	PUNCT
easat-9185	184	1	in	in	ADP
easat-9185	184	2	this	this	DET
easat-9185	184	3	case	case	NOUN
easat-9185	184	4	,	,	PUNCT
easat-9185	184	5	the	the	DET
easat-9185	184	6	system	system	NOUN
easat-9185	184	7	will	will	AUX
easat-9185	184	8	check	check	VERB
easat-9185	184	9	the	the	DET
easat-9185	184	10	list	list	NOUN
easat-9185	184	11	of	of	ADP
easat-9185	184	12	editors	editor	NOUN
easat-9185	184	13	on	on	ADP
easat-9185	184	14	duty	duty	NOUN
easat-9185	184	15	who	who	PRON
easat-9185	184	16	have	have	VERB
easat-9185	184	17	the	the	DET
easat-9185	184	18	appropriate	appropriate	ADJ
easat-9185	184	19	skills	skill	NOUN
easat-9185	184	20	and	and	CCONJ
easat-9185	184	21	assign	assign	VERB
easat-9185	184	22	the	the	DET
easat-9185	184	23	task	task	NOUN
easat-9185	184	24	with	with	ADP
easat-9185	184	25	a	a	DET
easat-9185	184	26	specific	specific	ADJ
easat-9185	184	27	deadline	deadline	NOUN
easat-9185	184	28	(	(	PUNCT
easat-9185	184	29	e.g.	e.g.	ADV
easat-9185	184	30	3	3	NUM
easat-9185	184	31	hours	hour	NOUN
easat-9185	184	32	to	to	PART
easat-9185	184	33	adjust	adjust	VERB
easat-9185	184	34	5	5	NUM
easat-9185	184	35	images	image	NOUN
easat-9185	184	36	after	after	SCONJ
easat-9185	184	37	the	the	DET
easat-9185	184	38	ai	ai	NOUN
easat-9185	184	39	has	have	AUX
easat-9185	184	40	finished	finish	VERB
easat-9185	184	41	rough	rough	ADJ
easat-9185	184	42	processing	processing	NOUN
easat-9185	184	43	)	)	PUNCT
easat-9185	184	44	.	.	PUNCT
easat-9185	185	1	(	(	PUNCT
easat-9185	185	2	5	5	X
easat-9185	185	3	)	)	PUNCT
easat-9185	185	4	editing	editing	NOUN
easat-9185	185	5	(	(	PUNCT
easat-9185	185	6	ai	ai	INTJ
easat-9185	185	7	and/or	and/or	ADV
easat-9185	185	8	human	human	ADJ
easat-9185	185	9	):	):	PUNCT
easat-9185	185	10	the	the	DET
easat-9185	185	11	planned	plan	VERB
easat-9185	185	12	tasks	task	NOUN
easat-9185	185	13	start	start	VERB
easat-9185	185	14	to	to	PART
easat-9185	185	15	be	be	AUX
easat-9185	185	16	executed	execute	VERB
easat-9185	185	17	.	.	PUNCT
easat-9185	186	1	for	for	ADP
easat-9185	186	2	the	the	DET
easat-9185	186	3	automated	automate	VERB
easat-9185	186	4	step	step	NOUN
easat-9185	186	5	,	,	PUNCT
easat-9185	186	6	cloud	cloud	NOUN
easat-9185	186	7	ai	ai	PROPN
easat-9185	186	8	services	service	NOUN
easat-9185	186	9	are	be	AUX
easat-9185	186	10	called	call	VERB
easat-9185	186	11	via	via	ADP
easat-9185	186	12	api	api	NOUN
easat-9185	186	13	.	.	PUNCT
easat-9185	187	1	each	each	DET
easat-9185	187	2	image	image	NOUN
easat-9185	187	3	is	be	AUX
easat-9185	187	4	fed	feed	VERB
easat-9185	187	5	into	into	ADP
easat-9185	187	6	a	a	DET
easat-9185	187	7	day	day	NOUN
easat-9185	187	8	-	-	PUNCT
easat-9185	187	9	night	night	NOUN
easat-9185	187	10	gan	gan	PROPN
easat-9185	187	11	model	model	NOUN
easat-9185	187	12	(	(	PUNCT
easat-9185	187	13	or	or	CCONJ
easat-9185	187	14	diffusion	diffusion	NOUN
easat-9185	187	15	model	model	NOUN
easat-9185	187	16	)	)	PUNCT
easat-9185	187	17	,	,	PUNCT
easat-9185	187	18	resulting	result	VERB
easat-9185	187	19	in	in	ADP
easat-9185	187	20	a	a	DET
easat-9185	187	21	sunset	sunset	NOUN
easat-9185	187	22	image	image	NOUN
easat-9185	187	23	.	.	PUNCT
easat-9185	188	1	this	this	DET
easat-9185	188	2	image	image	NOUN
easat-9185	188	3	is	be	AUX
easat-9185	188	4	then	then	ADV
easat-9185	188	5	fed	feed	VERB
easat-9185	188	6	into	into	ADP
easat-9185	188	7	an	an	DET
easat-9185	188	8	object	object	NOUN
easat-9185	188	9	removal	removal	NOUN
easat-9185	188	10	inpainting	inpainte	VERB
easat-9185	188	11	2373	2373	NUM
easat-9185	188	12	edelweiss	edelweiss	PROPN
easat-9185	188	13	applied	apply	VERB
easat-9185	188	14	science	science	NOUN
easat-9185	188	15	and	and	CCONJ
easat-9185	188	16	technology	technology	NOUN
easat-9185	188	17	issn	issn	PROPN
easat-9185	188	18	:	:	PUNCT
easat-9185	188	19	2576	2576	NUM
easat-9185	188	20	-	-	SYM
easat-9185	188	21	8484	8484	NUM
easat-9185	188	22	vol	vol	NOUN
easat-9185	188	23	.	.	PROPN
easat-9185	189	1	9	9	NUM
easat-9185	189	2	,	,	PUNCT
easat-9185	189	3	no	no	INTJ
easat-9185	189	4	.	.	NOUN
easat-9185	189	5	7	7	NUM
easat-9185	189	6	:	:	SYM
easat-9185	189	7	2365	2365	NUM
easat-9185	189	8	-	-	SYM
easat-9185	189	9	2381	2381	NUM
easat-9185	189	10	,	,	PUNCT
easat-9185	189	11	2025	2025	NUM
easat-9185	189	12	doi	doi	NOUN
easat-9185	189	13	:	:	PUNCT
easat-9185	189	14	10.55214/2576	10.55214/2576	NUM
easat-9185	189	15	-	-	SYM
easat-9185	189	16	8484.v9i7.9185	8484.v9i7.9185	NOUN
easat-9185	190	1	©	©	PROPN
easat-9185	190	2	2025	2025	NUM
easat-9185	190	3	by	by	ADP
easat-9185	190	4	the	the	DET
easat-9185	190	5	authors	author	NOUN
easat-9185	190	6	;	;	PUNCT
easat-9185	190	7	licensee	licensee	PROPN
easat-9185	190	8	learning	learn	VERB
easat-9185	190	9	gate	gate	NOUN
easat-9185	190	10	model	model	NOUN
easat-9185	190	11	to	to	PART
easat-9185	190	12	remove	remove	VERB
easat-9185	190	13	cars	car	NOUN
easat-9185	190	14	from	from	ADP
easat-9185	190	15	the	the	DET
easat-9185	190	16	driveway	driveway	NOUN
easat-9185	190	17	,	,	PUNCT
easat-9185	190	18	resulting	result	VERB
easat-9185	190	19	in	in	ADP
easat-9185	190	20	the	the	DET
easat-9185	190	21	final	final	ADJ
easat-9185	190	22	image	image	NOUN
easat-9185	190	23	.	.	PUNCT
easat-9185	191	1	this	this	DET
easat-9185	191	2	process	process	NOUN
easat-9185	191	3	takes	take	VERB
easat-9185	191	4	place	place	NOUN
easat-9185	191	5	entirely	entirely	ADV
easat-9185	191	6	on	on	ADP
easat-9185	191	7	the	the	DET
easat-9185	191	8	gpu	gpu	NOUN
easat-9185	191	9	server	server	NOUN
easat-9185	191	10	infrastructure	infrastructure	NOUN
easat-9185	191	11	,	,	PUNCT
easat-9185	191	12	typically	typically	ADV
easat-9185	191	13	taking	take	VERB
easat-9185	191	14	only	only	ADV
easat-9185	191	15	a	a	DET
easat-9185	191	16	few	few	ADJ
easat-9185	191	17	minutes	minute	NOUN
easat-9185	191	18	per	per	ADP
easat-9185	191	19	image	image	NOUN
easat-9185	191	20	.	.	PUNCT
easat-9185	192	1	the	the	DET
easat-9185	192	2	entire	entire	ADJ
easat-9185	192	3	progress	progress	NOUN
easat-9185	192	4	is	be	AUX
easat-9185	192	5	tracked	track	VERB
easat-9185	192	6	and	and	CCONJ
easat-9185	192	7	updated	update	VERB
easat-9185	192	8	:	:	PUNCT
easat-9185	192	9	for	for	ADP
easat-9185	192	10	example	example	NOUN
easat-9185	192	11	,	,	PUNCT
easat-9185	192	12	the	the	DET
easat-9185	192	13	system	system	NOUN
easat-9185	192	14	can	can	AUX
easat-9185	192	15	show	show	VERB
easat-9185	192	16	the	the	DET
easat-9185	192	17	client	client	NOUN
easat-9185	192	18	“	"	PUNCT
easat-9185	192	19	image	image	NOUN
easat-9185	192	20	#	#	SYM
easat-9185	192	21	1	1	NUM
easat-9185	192	22	:	:	PUNCT
easat-9185	192	23	processing	processing	NOUN
easat-9185	192	24	(	(	PUNCT
easat-9185	192	25	90	90	NUM
easat-9185	192	26	%	%	NOUN
easat-9185	192	27	)	)	PUNCT
easat-9185	192	28	…	…	PUNCT
easat-9185	192	29	image	image	NOUN
easat-9185	192	30	#	#	SYM
easat-9185	192	31	2	2	NUM
easat-9185	192	32	:	:	PUNCT
easat-9185	192	33	processing	processing	NOUN
easat-9185	192	34	(	(	PUNCT
easat-9185	192	35	40	40	NUM
easat-9185	192	36	%	%	NOUN
easat-9185	192	37	)	)	PUNCT
easat-9185	192	38	…	…	PUNCT
easat-9185	192	39	”	"	PUNCT
easat-9185	192	40	.	.	PUNCT
easat-9185	193	1	in	in	ADP
easat-9185	193	2	case	case	NOUN
easat-9185	193	3	of	of	ADP
easat-9185	193	4	a	a	DET
easat-9185	193	5	step	step	NOUN
easat-9185	193	6	performed	perform	VERB
easat-9185	193	7	by	by	ADP
easat-9185	193	8	an	an	DET
easat-9185	193	9	editor	editor	NOUN
easat-9185	193	10	,	,	PUNCT
easat-9185	193	11	the	the	DET
easat-9185	193	12	system	system	NOUN
easat-9185	193	13	sends	send	VERB
easat-9185	193	14	a	a	DET
easat-9185	193	15	notification	notification	NOUN
easat-9185	193	16	to	to	ADP
easat-9185	193	17	the	the	DET
easat-9185	193	18	corresponding	correspond	VERB
easat-9185	193	19	editor	editor	NOUN
easat-9185	193	20	’s	’s	PART
easat-9185	193	21	application	application	NOUN
easat-9185	193	22	:	:	PUNCT
easat-9185	193	23	they	they	PRON
easat-9185	193	24	receive	receive	VERB
easat-9185	193	25	the	the	DET
easat-9185	193	26	information	information	NOUN
easat-9185	193	27	(	(	PUNCT
easat-9185	193	28	type	type	NOUN
easat-9185	193	29	of	of	ADP
easat-9185	193	30	job	job	NOUN
easat-9185	193	31	,	,	PUNCT
easat-9185	193	32	link	link	VERB
easat-9185	193	33	to	to	PART
easat-9185	193	34	download	download	VERB
easat-9185	193	35	the	the	DET
easat-9185	193	36	image	image	NOUN
easat-9185	193	37	that	that	PRON
easat-9185	193	38	has	have	AUX
easat-9185	193	39	undergone	undergo	VERB
easat-9185	193	40	the	the	DET
easat-9185	193	41	ai	ai	ADJ
easat-9185	193	42	step	step	NOUN
easat-9185	193	43	,	,	PUNCT
easat-9185	193	44	instructions	instruction	NOUN
easat-9185	193	45	or	or	CCONJ
easat-9185	193	46	special	special	ADJ
easat-9185	193	47	annotations	annotation	NOUN
easat-9185	193	48	from	from	ADP
easat-9185	193	49	the	the	DET
easat-9185	193	50	client	client	NOUN
easat-9185	193	51	if	if	SCONJ
easat-9185	193	52	any	any	PRON
easat-9185	193	53	)	)	PUNCT
easat-9185	193	54	.	.	PUNCT
easat-9185	194	1	the	the	DET
easat-9185	194	2	editor	editor	NOUN
easat-9185	194	3	works	work	VERB
easat-9185	194	4	on	on	ADP
easat-9185	194	5	his	his	PRON
easat-9185	194	6	specialized	specialized	ADJ
easat-9185	194	7	software	software	NOUN
easat-9185	194	8	(	(	PUNCT
easat-9185	194	9	e.g.	e.g.	ADV
easat-9185	194	10	photoshop	photoshop	NOUN
easat-9185	194	11	,	,	PUNCT
easat-9185	194	12	premiere	premiere	NOUN
easat-9185	194	13	)	)	PUNCT
easat-9185	194	14	,	,	PUNCT
easat-9185	194	15	then	then	ADV
easat-9185	194	16	uploads	upload	VERB
easat-9185	194	17	the	the	DET
easat-9185	194	18	results	result	NOUN
easat-9185	194	19	to	to	ADP
easat-9185	194	20	the	the	DET
easat-9185	194	21	system	system	NOUN
easat-9185	194	22	before	before	ADP
easat-9185	194	23	the	the	DET
easat-9185	194	24	deadline	deadline	NOUN
easat-9185	194	25	.	.	PUNCT
easat-9185	195	1	when	when	SCONJ
easat-9185	195	2	the	the	DET
easat-9185	195	3	editor	editor	NOUN
easat-9185	195	4	uploads	upload	VERB
easat-9185	195	5	the	the	DET
easat-9185	195	6	product	product	NOUN
easat-9185	195	7	,	,	PUNCT
easat-9185	195	8	the	the	DET
easat-9185	195	9	system	system	NOUN
easat-9185	195	10	records	record	VERB
easat-9185	195	11	that	that	PRON
easat-9185	195	12	step	step	VERB
easat-9185	195	13	as	as	ADP
easat-9185	195	14	complete	complete	ADJ
easat-9185	195	15	.	.	PUNCT
easat-9185	196	1	(	(	PUNCT
easat-9185	196	2	6	6	NUM
easat-9185	196	3	)	)	PUNCT
easat-9185	196	4	quality	quality	NOUN
easat-9185	196	5	check	check	NOUN
easat-9185	196	6	and	and	CCONJ
easat-9185	196	7	loop	loop	NOUN
easat-9185	196	8	correction	correction	NOUN
easat-9185	196	9	:	:	PUNCT
easat-9185	196	10	after	after	SCONJ
easat-9185	196	11	all	all	DET
easat-9185	196	12	the	the	DET
easat-9185	196	13	main	main	ADJ
easat-9185	196	14	processing	processing	NOUN
easat-9185	196	15	steps	step	NOUN
easat-9185	196	16	are	be	AUX
easat-9185	196	17	complete	complete	ADJ
easat-9185	196	18	,	,	PUNCT
easat-9185	196	19	before	before	ADP
easat-9185	196	20	sending	send	VERB
easat-9185	196	21	back	back	ADV
easat-9185	196	22	to	to	ADP
easat-9185	196	23	the	the	DET
easat-9185	196	24	customer	customer	NOUN
easat-9185	196	25	,	,	PUNCT
easat-9185	196	26	the	the	DET
easat-9185	196	27	quality	quality	NOUN
easat-9185	196	28	check	check	NOUN
easat-9185	196	29	module	module	NOUN
easat-9185	196	30	will	will	AUX
easat-9185	196	31	censor	censor	VERB
easat-9185	196	32	the	the	DET
easat-9185	196	33	output	output	NOUN
easat-9185	196	34	photos	photo	NOUN
easat-9185	196	35	/	/	SYM
easat-9185	196	36	videos	video	NOUN
easat-9185	196	37	.	.	PUNCT
easat-9185	197	1	here	here	ADV
easat-9185	197	2	,	,	PUNCT
easat-9185	197	3	assuming	assume	VERB
easat-9185	197	4	the	the	DET
easat-9185	197	5	photo	photo	NOUN
easat-9185	197	6	has	have	AUX
easat-9185	197	7	been	be	AUX
easat-9185	197	8	processed	process	VERB
easat-9185	197	9	by	by	ADP
easat-9185	197	10	ai	ai	PROPN
easat-9185	197	11	,	,	PUNCT
easat-9185	197	12	the	the	DET
easat-9185	197	13	system	system	NOUN
easat-9185	197	14	can	can	AUX
easat-9185	197	15	run	run	VERB
easat-9185	197	16	an	an	DET
easat-9185	197	17	algorithm	algorithm	NOUN
easat-9185	197	18	comparing	compare	VERB
easat-9185	197	19	the	the	DET
easat-9185	197	20	original	original	ADJ
easat-9185	197	21	photo	photo	NOUN
easat-9185	197	22	and	and	CCONJ
easat-9185	197	23	the	the	DET
easat-9185	197	24	edited	edit	VERB
easat-9185	197	25	photo	photo	NOUN
easat-9185	197	26	to	to	PART
easat-9185	197	27	ensure	ensure	VERB
easat-9185	197	28	that	that	SCONJ
easat-9185	197	29	:	:	PUNCT
easat-9185	197	30	the	the	DET
easat-9185	197	31	sky	sky	NOUN
easat-9185	197	32	has	have	AUX
easat-9185	197	33	turned	turn	VERB
easat-9185	197	34	a	a	DET
easat-9185	197	35	clear	clear	ADJ
easat-9185	197	36	sunset	sunset	NOUN
easat-9185	197	37	color	color	NOUN
easat-9185	197	38	(	(	PUNCT
easat-9185	197	39	checking	check	VERB
easat-9185	197	40	the	the	DET
easat-9185	197	41	sky	sky	NOUN
easat-9185	197	42	pixel	pixel	PROPN
easat-9185	197	43	tones	tone	NOUN
easat-9185	197	44	)	)	PUNCT
easat-9185	197	45	,	,	PUNCT
easat-9185	197	46	the	the	DET
easat-9185	197	47	cars	car	NOUN
easat-9185	197	48	in	in	ADP
easat-9185	197	49	the	the	DET
easat-9185	197	50	driveway	driveway	NOUN
easat-9185	197	51	are	be	AUX
easat-9185	197	52	gone	go	VERB
easat-9185	197	53	(	(	PUNCT
easat-9185	198	1	ai	ai	VERB
easat-9185	198	2	detects	detect	NOUN
easat-9185	198	3	no	no	DET
easat-9185	198	4	car	car	NOUN
easat-9185	198	5	shapes	shape	NOUN
easat-9185	198	6	in	in	ADP
easat-9185	198	7	the	the	DET
easat-9185	198	8	new	new	ADJ
easat-9185	198	9	photo	photo	NOUN
easat-9185	198	10	)	)	PUNCT
easat-9185	198	11	–	–	PUNCT
easat-9185	198	12	meaning	mean	VERB
easat-9185	198	13	the	the	DET
easat-9185	198	14	main	main	ADJ
easat-9185	198	15	requirements	requirement	NOUN
easat-9185	198	16	have	have	AUX
easat-9185	198	17	been	be	AUX
easat-9185	198	18	met	meet	VERB
easat-9185	198	19	.	.	PUNCT
easat-9185	199	1	if	if	SCONJ
easat-9185	199	2	everything	everything	PRON
easat-9185	199	3	is	be	AUX
easat-9185	199	4	good	good	ADJ
easat-9185	199	5	,	,	PUNCT
easat-9185	199	6	the	the	DET
easat-9185	199	7	system	system	NOUN
easat-9185	199	8	flags	flag	VERB
easat-9185	199	9	it	it	PRON
easat-9185	199	10	as	as	ADP
easat-9185	199	11	“	"	PUNCT
easat-9185	199	12	quality	quality	NOUN
easat-9185	199	13	passed	pass	VERB
easat-9185	199	14	”	"	PUNCT
easat-9185	199	15	.	.	PUNCT
easat-9185	200	1	if	if	SCONJ
easat-9185	200	2	there	there	PRON
easat-9185	200	3	are	be	VERB
easat-9185	200	4	problems	problem	NOUN
easat-9185	200	5	(	(	PUNCT
easat-9185	200	6	e.g.	e.g.	ADV
easat-9185	200	7	the	the	DET
easat-9185	200	8	ai	ai	NOUN
easat-9185	200	9	has	have	AUX
easat-9185	200	10	not	not	PART
easat-9185	200	11	removed	remove	VERB
easat-9185	200	12	the	the	DET
easat-9185	200	13	object	object	NOUN
easat-9185	200	14	perfectly	perfectly	ADV
easat-9185	200	15	,	,	PUNCT
easat-9185	200	16	leaving	leave	VERB
easat-9185	200	17	a	a	DET
easat-9185	200	18	blur	blur	NOUN
easat-9185	200	19	)	)	PUNCT
easat-9185	200	20	,	,	PUNCT
easat-9185	200	21	the	the	DET
easat-9185	200	22	module	module	NOUN
easat-9185	200	23	will	will	AUX
easat-9185	200	24	automatically	automatically	ADV
easat-9185	200	25	mark	mark	VERB
easat-9185	200	26	the	the	DET
easat-9185	200	27	photo	photo	NOUN
easat-9185	200	28	as	as	ADP
easat-9185	200	29	needing	need	VERB
easat-9185	200	30	additional	additional	ADJ
easat-9185	200	31	editing	editing	NOUN
easat-9185	200	32	.	.	PUNCT
easat-9185	201	1	at	at	ADP
easat-9185	201	2	this	this	DET
easat-9185	201	3	point	point	NOUN
easat-9185	201	4	,	,	PUNCT
easat-9185	201	5	the	the	DET
easat-9185	201	6	system	system	NOUN
easat-9185	201	7	can	can	AUX
easat-9185	201	8	reassign	reassign	VERB
easat-9185	201	9	:	:	PUNCT
easat-9185	201	10	send	send	VERB
easat-9185	201	11	the	the	DET
easat-9185	201	12	photo	photo	NOUN
easat-9185	201	13	with	with	ADP
easat-9185	201	14	error	error	NOUN
easat-9185	201	15	notes	note	NOUN
easat-9185	201	16	to	to	ADP
easat-9185	201	17	a	a	DET
easat-9185	201	18	live	live	ADJ
easat-9185	201	19	quality	quality	NOUN
easat-9185	201	20	editor	editor	NOUN
easat-9185	201	21	for	for	SCONJ
easat-9185	201	22	them	they	PRON
easat-9185	201	23	to	to	PART
easat-9185	201	24	manually	manually	ADV
easat-9185	201	25	edit	edit	VERB
easat-9185	201	26	the	the	DET
easat-9185	201	27	part	part	NOUN
easat-9185	201	28	that	that	PRON
easat-9185	201	29	is	be	AUX
easat-9185	201	30	not	not	PART
easat-9185	201	31	qualified	qualified	ADJ
easat-9185	201	32	.	.	PUNCT
easat-9185	202	1	after	after	SCONJ
easat-9185	202	2	the	the	DET
easat-9185	202	3	editor	editor	NOUN
easat-9185	202	4	edits	edit	VERB
easat-9185	202	5	and	and	CCONJ
easat-9185	202	6	updates	update	VERB
easat-9185	202	7	the	the	DET
easat-9185	202	8	photo	photo	NOUN
easat-9185	202	9	,	,	PUNCT
easat-9185	202	10	the	the	DET
easat-9185	202	11	system	system	NOUN
easat-9185	202	12	checks	check	VERB
easat-9185	202	13	again	again	ADV
easat-9185	202	14	until	until	SCONJ
easat-9185	202	15	it	it	PRON
easat-9185	202	16	is	be	AUX
easat-9185	202	17	qualified	qualified	ADJ
easat-9185	202	18	.	.	PUNCT
easat-9185	203	1	this	this	DET
easat-9185	203	2	process	process	NOUN
easat-9185	203	3	ensures	ensure	VERB
easat-9185	203	4	that	that	SCONJ
easat-9185	203	5	no	no	DET
easat-9185	203	6	defective	defective	ADJ
easat-9185	203	7	product	product	NOUN
easat-9185	203	8	reaches	reach	VERB
easat-9185	203	9	the	the	DET
easat-9185	203	10	customer	customer	NOUN
easat-9185	203	11	.	.	PUNCT
easat-9185	204	1	for	for	ADP
easat-9185	204	2	video	video	NOUN
easat-9185	204	3	services	service	NOUN
easat-9185	204	4	,	,	PUNCT
easat-9185	204	5	the	the	DET
easat-9185	204	6	quality	quality	NOUN
easat-9185	204	7	check	check	NOUN
easat-9185	204	8	is	be	AUX
easat-9185	204	9	similar	similar	ADJ
easat-9185	204	10	but	but	CCONJ
easat-9185	204	11	may	may	AUX
easat-9185	204	12	involve	involve	VERB
easat-9185	204	13	more	more	ADJ
easat-9185	204	14	criteria	criterion	NOUN
easat-9185	204	15	(	(	PUNCT
easat-9185	204	16	sound	sound	NOUN
easat-9185	204	17	checks	check	NOUN
easat-9185	204	18	,	,	PUNCT
easat-9185	204	19	length	length	NOUN
easat-9185	204	20	checks	check	NOUN
easat-9185	204	21	,	,	PUNCT
easat-9185	204	22	smooth	smooth	ADJ
easat-9185	204	23	transitions	transition	NOUN
easat-9185	204	24	,	,	PUNCT
easat-9185	204	25	etc	etc	X
easat-9185	204	26	.	.	X
easat-9185	204	27	)	)	PUNCT
easat-9185	204	28	.	.	PUNCT
easat-9185	205	1	in	in	ADP
easat-9185	205	2	many	many	ADJ
easat-9185	205	3	cases	case	NOUN
easat-9185	205	4	,	,	PUNCT
easat-9185	205	5	the	the	DET
easat-9185	205	6	final	final	ADJ
easat-9185	205	7	check	check	NOUN
easat-9185	205	8	should	should	AUX
easat-9185	205	9	be	be	AUX
easat-9185	205	10	done	do	VERB
easat-9185	205	11	by	by	ADP
easat-9185	205	12	humans	human	NOUN
easat-9185	205	13	or	or	CCONJ
easat-9185	205	14	supervised	supervise	VERB
easat-9185	205	15	,	,	PUNCT
easat-9185	205	16	as	as	SCONJ
easat-9185	205	17	human	human	ADJ
easat-9185	205	18	judgment	judgment	NOUN
easat-9185	205	19	is	be	AUX
easat-9185	205	20	still	still	ADV
easat-9185	205	21	trusted	trust	VERB
easat-9185	205	22	to	to	PART
easat-9185	205	23	ensure	ensure	VERB
easat-9185	205	24	aesthetics	aesthetic	NOUN
easat-9185	205	25	and	and	CCONJ
easat-9185	205	26	the	the	DET
easat-9185	205	27	right	right	ADJ
easat-9185	205	28	message	message	NOUN
easat-9185	205	29	.	.	PUNCT
easat-9185	206	1	(	(	PUNCT
easat-9185	206	2	7	7	X
easat-9185	206	3	)	)	PUNCT
easat-9185	206	4	delivering	deliver	VERB
easat-9185	206	5	the	the	DET
easat-9185	206	6	product	product	NOUN
easat-9185	206	7	to	to	ADP
easat-9185	206	8	the	the	DET
easat-9185	206	9	customer	customer	NOUN
easat-9185	206	10	:	:	PUNCT
easat-9185	206	11	when	when	SCONJ
easat-9185	206	12	the	the	DET
easat-9185	206	13	product	product	NOUN
easat-9185	206	14	is	be	AUX
easat-9185	206	15	ready	ready	ADJ
easat-9185	206	16	,	,	PUNCT
easat-9185	206	17	the	the	DET
easat-9185	206	18	system	system	NOUN
easat-9185	206	19	will	will	AUX
easat-9185	206	20	send	send	VERB
easat-9185	206	21	a	a	DET
easat-9185	206	22	notification	notification	NOUN
easat-9185	206	23	to	to	ADP
easat-9185	206	24	the	the	DET
easat-9185	206	25	customer	customer	NOUN
easat-9185	206	26	via	via	ADP
easat-9185	206	27	the	the	DET
easat-9185	206	28	app	app	PROPN
easat-9185	206	29	/	/	SYM
easat-9185	206	30	web	web	NOUN
easat-9185	206	31	(	(	PUNCT
easat-9185	206	32	or	or	CCONJ
easat-9185	206	33	email	email	NOUN
easat-9185	206	34	if	if	SCONJ
easat-9185	206	35	needed	need	VERB
easat-9185	206	36	)	)	PUNCT
easat-9185	206	37	that	that	SCONJ
easat-9185	206	38	“	"	PUNCT
easat-9185	206	39	your	your	PRON
easat-9185	206	40	order	order	NOUN
easat-9185	206	41	#	#	SYM
easat-9185	206	42	12345	12345	NUM
easat-9185	206	43	is	be	AUX
easat-9185	206	44	completed	complete	VERB
easat-9185	206	45	.	.	PUNCT
easat-9185	207	1	click	click	VERB
easat-9185	207	2	here	here	ADV
easat-9185	207	3	to	to	PART
easat-9185	207	4	view	view	VERB
easat-9185	207	5	and	and	CCONJ
easat-9185	207	6	download	download	VERB
easat-9185	207	7	the	the	DET
easat-9185	207	8	product	product	NOUN
easat-9185	207	9	.	.	PUNCT
easat-9185	207	10	”	"	PUNCT
easat-9185	208	1	the	the	DET
easat-9185	208	2	customer	customer	NOUN
easat-9185	208	3	logs	log	VERB
easat-9185	208	4	in	in	ADP
easat-9185	208	5	and	and	CCONJ
easat-9185	208	6	views	view	VERB
easat-9185	208	7	the	the	DET
easat-9185	208	8	edited	edited	ADJ
easat-9185	208	9	photos	photo	NOUN
easat-9185	208	10	/	/	SYM
easat-9185	208	11	videos	video	NOUN
easat-9185	208	12	directly	directly	ADV
easat-9185	208	13	on	on	ADP
easat-9185	208	14	the	the	DET
easat-9185	208	15	interface	interface	NOUN
easat-9185	208	16	(	(	PUNCT
easat-9185	208	17	can	can	AUX
easat-9185	208	18	compare	compare	VERB
easat-9185	208	19	before	before	ADV
easat-9185	208	20	and	and	CCONJ
easat-9185	208	21	after	after	SCONJ
easat-9185	208	22	if	if	SCONJ
easat-9185	208	23	we	we	PRON
easat-9185	208	24	provide	provide	VERB
easat-9185	208	25	that	that	DET
easat-9185	208	26	feature	feature	NOUN
easat-9185	208	27	)	)	PUNCT
easat-9185	208	28	.	.	PUNCT
easat-9185	209	1	they	they	PRON
easat-9185	209	2	will	will	AUX
easat-9185	209	3	respond	respond	VERB
easat-9185	209	4	:	:	PUNCT
easat-9185	209	5	either	either	CCONJ
easat-9185	209	6	accept	accept	VERB
easat-9185	209	7	if	if	SCONJ
easat-9185	209	8	satisfied	satisfied	ADJ
easat-9185	209	9	,	,	PUNCT
easat-9185	209	10	or	or	CCONJ
easat-9185	209	11	request	request	NOUN
easat-9185	209	12	revisions	revision	NOUN
easat-9185	209	13	if	if	SCONJ
easat-9185	209	14	there	there	PRON
easat-9185	209	15	are	be	VERB
easat-9185	209	16	any	any	DET
easat-9185	209	17	unsatisfactory	unsatisfactory	ADJ
easat-9185	209	18	points	point	NOUN
easat-9185	209	19	.	.	PUNCT
easat-9185	210	1	in	in	SCONJ
easat-9185	210	2	case	case	NOUN
easat-9185	210	3	revisions	revision	NOUN
easat-9185	210	4	are	be	AUX
easat-9185	210	5	needed	need	VERB
easat-9185	210	6	,	,	PUNCT
easat-9185	210	7	the	the	DET
easat-9185	210	8	customer	customer	NOUN
easat-9185	210	9	will	will	AUX
easat-9185	210	10	describe	describe	VERB
easat-9185	210	11	further	far	ADV
easat-9185	210	12	and	and	CCONJ
easat-9185	210	13	the	the	DET
easat-9185	210	14	process	process	NOUN
easat-9185	210	15	will	will	AUX
easat-9185	210	16	return	return	VERB
easat-9185	210	17	to	to	PART
easat-9185	210	18	step	step	VERB
easat-9185	210	19	4	4	NUM
easat-9185	210	20	-	-	SYM
easat-9185	210	21	5	5	NUM
easat-9185	210	22	with	with	ADP
easat-9185	210	23	additional	additional	ADJ
easat-9185	210	24	tasks	task	NOUN
easat-9185	210	25	,	,	PUNCT
easat-9185	210	26	then	then	ADV
easat-9185	210	27	check	check	VERB
easat-9185	210	28	the	the	DET
easat-9185	210	29	quality	quality	NOUN
easat-9185	210	30	again	again	ADV
easat-9185	210	31	.	.	PUNCT
easat-9185	211	1	the	the	DET
easat-9185	211	2	number	number	NOUN
easat-9185	211	3	of	of	ADP
easat-9185	211	4	revisions	revision	NOUN
easat-9185	211	5	may	may	AUX
easat-9185	211	6	be	be	AUX
easat-9185	211	7	limited	limit	VERB
easat-9185	211	8	(	(	PUNCT
easat-9185	211	9	according	accord	VERB
easat-9185	211	10	to	to	ADP
easat-9185	211	11	service	service	NOUN
easat-9185	211	12	policy	policy	NOUN
easat-9185	211	13	)	)	PUNCT
easat-9185	211	14	.	.	PUNCT
easat-9185	212	1	assuming	assume	VERB
easat-9185	212	2	the	the	DET
easat-9185	212	3	customer	customer	NOUN
easat-9185	212	4	is	be	AUX
easat-9185	212	5	satisfied	satisfied	ADJ
easat-9185	212	6	immediately	immediately	ADV
easat-9185	212	7	,	,	PUNCT
easat-9185	212	8	they	they	PRON
easat-9185	212	9	click	click	VERB
easat-9185	212	10	“	"	PUNCT
easat-9185	212	11	accept	accept	VERB
easat-9185	212	12	”	"	PUNCT
easat-9185	212	13	,	,	PUNCT
easat-9185	212	14	the	the	DET
easat-9185	212	15	order	order	NOUN
easat-9185	212	16	changes	change	VERB
easat-9185	212	17	to	to	PART
easat-9185	212	18	completed	complete	VERB
easat-9185	212	19	status	status	NOUN
easat-9185	212	20	.	.	PUNCT
easat-9185	213	1	(	(	PUNCT
easat-9185	213	2	8)	8)	NUM
easat-9185	213	3	payment	payment	NOUN
easat-9185	213	4	and	and	CCONJ
easat-9185	213	5	completion	completion	NOUN
easat-9185	213	6	:	:	PUNCT
easat-9185	213	7	once	once	SCONJ
easat-9185	213	8	the	the	DET
easat-9185	213	9	customer	customer	NOUN
easat-9185	213	10	accepts	accept	VERB
easat-9185	213	11	the	the	DET
easat-9185	213	12	product	product	NOUN
easat-9185	213	13	,	,	PUNCT
easat-9185	213	14	the	the	DET
easat-9185	213	15	system	system	NOUN
easat-9185	213	16	will	will	AUX
easat-9185	213	17	activate	activate	VERB
easat-9185	213	18	the	the	DET
easat-9185	213	19	smart	smart	ADJ
easat-9185	213	20	contract	contract	NOUN
easat-9185	213	21	to	to	PART
easat-9185	213	22	disburse	disburse	VERB
easat-9185	213	23	.	.	PUNCT
easat-9185	214	1	the	the	DET
easat-9185	214	2	previous	previous	ADJ
easat-9185	214	3	deposit	deposit	NOUN
easat-9185	214	4	amount	amount	NOUN
easat-9185	214	5	is	be	AUX
easat-9185	214	6	transferred	transfer	VERB
easat-9185	214	7	from	from	ADP
easat-9185	214	8	the	the	DET
easat-9185	214	9	contract	contract	NOUN
easat-9185	214	10	to	to	ADP
easat-9185	214	11	the	the	DET
easat-9185	214	12	editor	editor	NOUN
easat-9185	214	13	's	's	PART
easat-9185	214	14	wallet	wallet	NOUN
easat-9185	214	15	(	(	PUNCT
easat-9185	214	16	after	after	ADP
easat-9185	214	17	deducting	deduct	VERB
easat-9185	214	18	the	the	DET
easat-9185	214	19	platform	platform	NOUN
easat-9185	214	20	service	service	NOUN
easat-9185	214	21	fee	fee	NOUN
easat-9185	214	22	,	,	PUNCT
easat-9185	214	23	if	if	SCONJ
easat-9185	214	24	any	any	PRON
easat-9185	214	25	)	)	PUNCT
easat-9185	214	26	.	.	PUNCT
easat-9185	215	1	thanks	thank	NOUN
easat-9185	215	2	to	to	ADP
easat-9185	215	3	blockchain	blockchain	PROPN
easat-9185	215	4	,	,	PUNCT
easat-9185	215	5	this	this	DET
easat-9185	215	6	process	process	NOUN
easat-9185	215	7	is	be	AUX
easat-9185	215	8	automatic	automatic	ADJ
easat-9185	215	9	,	,	PUNCT
easat-9185	215	10	transparent	transparent	ADJ
easat-9185	215	11	and	and	CCONJ
easat-9185	215	12	recorded	record	VERB
easat-9185	215	13	on	on	ADP
easat-9185	215	14	the	the	DET
easat-9185	215	15	ledger	ledger	NOUN
easat-9185	215	16	.	.	PUNCT
easat-9185	216	1	customers	customer	NOUN
easat-9185	216	2	can	can	AUX
easat-9185	216	3	leave	leave	VERB
easat-9185	216	4	reviews	review	NOUN
easat-9185	216	5	about	about	ADP
easat-9185	216	6	the	the	DET
easat-9185	216	7	quality	quality	NOUN
easat-9185	216	8	of	of	ADP
easat-9185	216	9	the	the	DET
easat-9185	216	10	service	service	NOUN
easat-9185	216	11	(	(	PUNCT
easat-9185	216	12	rating	rating	NOUN
easat-9185	216	13	,	,	PUNCT
easat-9185	216	14	comments	comment	NOUN
easat-9185	216	15	)	)	PUNCT
easat-9185	216	16	on	on	ADP
easat-9185	216	17	the	the	DET
easat-9185	216	18	system	system	NOUN
easat-9185	216	19	this	this	DET
easat-9185	216	20	information	information	NOUN
easat-9185	216	21	helps	help	VERB
easat-9185	216	22	the	the	DET
easat-9185	216	23	expert	expert	ADJ
easat-9185	216	24	system	system	NOUN
easat-9185	216	25	add	add	VERB
easat-9185	216	26	data	datum	NOUN
easat-9185	216	27	for	for	ADP
easat-9185	216	28	subsequent	subsequent	ADJ
easat-9185	216	29	assignments	assignment	NOUN
easat-9185	216	30	(	(	PUNCT
easat-9185	216	31	prioritizing	prioritize	VERB
easat-9185	216	32	editors	editor	NOUN
easat-9185	216	33	with	with	ADP
easat-9185	216	34	good	good	ADJ
easat-9185	216	35	reviews	review	NOUN
easat-9185	216	36	)	)	PUNCT
easat-9185	216	37	.	.	PUNCT
easat-9185	217	1	finally	finally	ADV
easat-9185	217	2	,	,	PUNCT
easat-9185	217	3	the	the	DET
easat-9185	217	4	system	system	NOUN
easat-9185	217	5	can	can	AUX
easat-9185	217	6	proactively	proactively	ADV
easat-9185	217	7	send	send	VERB
easat-9185	217	8	thanks	thank	NOUN
easat-9185	217	9	and	and	CCONJ
easat-9185	217	10	suggest	suggest	VERB
easat-9185	217	11	customers	customer	NOUN
easat-9185	217	12	to	to	PART
easat-9185	217	13	come	come	VERB
easat-9185	217	14	back	back	ADV
easat-9185	217	15	to	to	PART
easat-9185	217	16	use	use	VERB
easat-9185	217	17	other	other	ADJ
easat-9185	217	18	services	service	NOUN
easat-9185	217	19	,	,	PUNCT
easat-9185	217	20	completing	complete	VERB
easat-9185	217	21	the	the	DET
easat-9185	217	22	process	process	NOUN
easat-9185	217	23	.	.	PUNCT
easat-9185	218	1	the	the	DET
easat-9185	218	2	above	above	ADJ
easat-9185	218	3	process	process	NOUN
easat-9185	218	4	shows	show	VERB
easat-9185	218	5	that	that	SCONJ
easat-9185	218	6	the	the	DET
easat-9185	218	7	system	system	NOUN
easat-9185	218	8	operates	operate	VERB
easat-9185	218	9	as	as	ADP
easat-9185	218	10	a	a	DET
easat-9185	218	11	closed	closed	ADJ
easat-9185	218	12	chain	chain	NOUN
easat-9185	218	13	from	from	ADP
easat-9185	218	14	input	input	NOUN
easat-9185	218	15	to	to	ADP
easat-9185	218	16	output	output	NOUN
easat-9185	218	17	,	,	PUNCT
easat-9185	218	18	in	in	ADP
easat-9185	218	19	which	which	DET
easat-9185	218	20	automation	automation	NOUN
easat-9185	218	21	is	be	AUX
easat-9185	218	22	applied	apply	VERB
easat-9185	218	23	to	to	ADP
easat-9185	218	24	the	the	DET
easat-9185	218	25	maximum	maximum	NOUN
easat-9185	218	26	at	at	ADP
easat-9185	218	27	every	every	DET
easat-9185	218	28	stage	stage	NOUN
easat-9185	218	29	.	.	PUNCT
easat-9185	219	1	customers	customer	NOUN
easat-9185	219	2	are	be	AUX
easat-9185	219	3	always	always	ADV
easat-9185	219	4	updated	update	VERB
easat-9185	219	5	and	and	CCONJ
easat-9185	219	6	involved	involve	VERB
easat-9185	219	7	through	through	ADP
easat-9185	219	8	an	an	DET
easat-9185	219	9	intuitive	intuitive	ADJ
easat-9185	219	10	interface	interface	NOUN
easat-9185	219	11	,	,	PUNCT
easat-9185	219	12	while	while	SCONJ
easat-9185	219	13	inside	inside	ADV
easat-9185	219	14	,	,	PUNCT
easat-9185	219	15	the	the	DET
easat-9185	219	16	expert	expert	NOUN
easat-9185	219	17	system	system	NOUN
easat-9185	219	18	coordinates	coordinate	VERB
easat-9185	219	19	smoothly	smoothly	ADV
easat-9185	219	20	between	between	ADP
easat-9185	219	21	ai	ai	NOUN
easat-9185	219	22	and	and	CCONJ
easat-9185	219	23	humans	human	NOUN
easat-9185	219	24	to	to	PART
easat-9185	219	25	ensure	ensure	VERB
easat-9185	219	26	efficiency	efficiency	NOUN
easat-9185	219	27	and	and	CCONJ
easat-9185	219	28	quality	quality	NOUN
easat-9185	219	29	.	.	PUNCT
easat-9185	220	1	4	4	X
easat-9185	220	2	.	.	X
easat-9185	220	3	technology	technology	NOUN
easat-9185	220	4	components	component	NOUN
easat-9185	220	5	in	in	ADP
easat-9185	220	6	the	the	DET
easat-9185	220	7	system	system	NOUN
easat-9185	220	8	in	in	ADP
easat-9185	220	9	the	the	DET
easat-9185	220	10	proposed	propose	VERB
easat-9185	220	11	system	system	NOUN
easat-9185	220	12	design	design	NOUN
easat-9185	220	13	,	,	PUNCT
easat-9185	220	14	four	four	NUM
easat-9185	220	15	pillars	pillar	NOUN
easat-9185	220	16	of	of	ADP
easat-9185	220	17	modern	modern	ADJ
easat-9185	220	18	technology	technology	NOUN
easat-9185	220	19	are	be	AUX
easat-9185	220	20	integrated	integrate	VERB
easat-9185	220	21	:	:	PUNCT
easat-9185	220	22	artificial	artificial	ADJ
easat-9185	220	23	intelligence	intelligence	NOUN
easat-9185	220	24	(	(	PUNCT
easat-9185	220	25	ai	ai	NOUN
easat-9185	220	26	)	)	PUNCT
easat-9185	220	27	,	,	PUNCT
easat-9185	220	28	chatbot	chatbot	NOUN
easat-9185	220	29	,	,	PUNCT
easat-9185	220	30	cloud	cloud	NOUN
easat-9185	220	31	-	-	PUNCT
easat-9185	220	32	native	native	ADJ
easat-9185	220	33	architecture	architecture	NOUN
easat-9185	220	34	,	,	PUNCT
easat-9185	220	35	and	and	CCONJ
easat-9185	220	36	blockchain	blockchain	PROPN
easat-9185	220	37	.	.	PUNCT
easat-9185	221	1	each	each	DET
easat-9185	221	2	component	component	NOUN
easat-9185	221	3	takes	take	VERB
easat-9185	221	4	on	on	ADP
easat-9185	221	5	2374	2374	NUM
easat-9185	221	6	edelweiss	edelweiss	PROPN
easat-9185	221	7	applied	apply	VERB
easat-9185	221	8	science	science	NOUN
easat-9185	221	9	and	and	CCONJ
easat-9185	221	10	technology	technology	NOUN
easat-9185	221	11	issn	issn	PROPN
easat-9185	221	12	:	:	PUNCT
easat-9185	221	13	2576	2576	NUM
easat-9185	221	14	-	-	SYM
easat-9185	221	15	8484	8484	NUM
easat-9185	221	16	vol	vol	NOUN
easat-9185	221	17	.	.	PROPN
easat-9185	222	1	9	9	NUM
easat-9185	222	2	,	,	PUNCT
easat-9185	222	3	no	no	INTJ
easat-9185	222	4	.	.	NOUN
easat-9185	222	5	7	7	NUM
easat-9185	222	6	:	:	SYM
easat-9185	222	7	2365	2365	NUM
easat-9185	222	8	-	-	SYM
easat-9185	222	9	2381	2381	NUM
easat-9185	222	10	,	,	PUNCT
easat-9185	222	11	2025	2025	NUM
easat-9185	222	12	doi	doi	NOUN
easat-9185	222	13	:	:	PUNCT
easat-9185	222	14	10.55214/2576	10.55214/2576	NUM
easat-9185	222	15	-	-	SYM
easat-9185	222	16	8484.v9i7.9185	8484.v9i7.9185	NOUN
easat-9185	223	1	©	©	PROPN
easat-9185	223	2	2025	2025	NUM
easat-9185	223	3	by	by	ADP
easat-9185	223	4	the	the	DET
easat-9185	223	5	authors	author	NOUN
easat-9185	223	6	;	;	PUNCT
easat-9185	223	7	licensee	licensee	PROPN
easat-9185	223	8	learning	learning	NOUN
easat-9185	223	9	gate	gate	VERB
easat-9185	223	10	specialized	specialized	ADJ
easat-9185	223	11	roles	role	NOUN
easat-9185	223	12	,	,	PUNCT
easat-9185	223	13	and	and	CCONJ
easat-9185	223	14	at	at	ADP
easat-9185	223	15	the	the	DET
easat-9185	223	16	same	same	ADJ
easat-9185	223	17	time	time	NOUN
easat-9185	223	18	,	,	PUNCT
easat-9185	223	19	combines	combine	VERB
easat-9185	223	20	harmoniously	harmoniously	ADV
easat-9185	223	21	to	to	PART
easat-9185	223	22	create	create	VERB
easat-9185	223	23	an	an	DET
easat-9185	223	24	overall	overall	ADJ
easat-9185	223	25	intelligent	intelligent	ADJ
easat-9185	223	26	and	and	CCONJ
easat-9185	223	27	efficient	efficient	ADJ
easat-9185	223	28	system	system	NOUN
easat-9185	223	29	.	.	PUNCT
easat-9185	224	1	below	below	ADV
easat-9185	224	2	,	,	PUNCT
easat-9185	224	3	we	we	PRON
easat-9185	224	4	analyze	analyze	VERB
easat-9185	224	5	in	in	ADP
easat-9185	224	6	detail	detail	NOUN
easat-9185	224	7	the	the	DET
easat-9185	224	8	role	role	NOUN
easat-9185	224	9	and	and	CCONJ
easat-9185	224	10	implementation	implementation	NOUN
easat-9185	224	11	of	of	ADP
easat-9185	224	12	each	each	DET
easat-9185	224	13	component	component	NOUN
easat-9185	224	14	.	.	PUNCT
easat-9185	225	1	4.1	4.1	NUM
easat-9185	225	2	.	.	PUNCT
easat-9185	226	1	artificial	artificial	ADJ
easat-9185	226	2	intelligence	intelligence	NOUN
easat-9185	226	3	ai	ai	VERB
easat-9185	226	4	is	be	AUX
easat-9185	226	5	the	the	DET
easat-9185	226	6	core	core	NOUN
easat-9185	226	7	technology	technology	NOUN
easat-9185	226	8	that	that	PRON
easat-9185	226	9	enhances	enhance	VERB
easat-9185	226	10	the	the	DET
easat-9185	226	11	processing	processing	NOUN
easat-9185	226	12	capacity	capacity	NOUN
easat-9185	226	13	of	of	ADP
easat-9185	226	14	the	the	DET
easat-9185	226	15	system	system	NOUN
easat-9185	226	16	,	,	PUNCT
easat-9185	226	17	present	present	ADJ
easat-9185	226	18	in	in	ADP
easat-9185	226	19	many	many	ADJ
easat-9185	226	20	different	different	ADJ
easat-9185	226	21	stages	stage	NOUN
easat-9185	226	22	.	.	PUNCT
easat-9185	227	1	there	there	PRON
easat-9185	227	2	are	be	VERB
easat-9185	227	3	two	two	NUM
easat-9185	227	4	main	main	ADJ
easat-9185	227	5	branches	branch	NOUN
easat-9185	227	6	of	of	ADP
easat-9185	227	7	ai	ai	VERB
easat-9185	227	8	used	use	VERB
easat-9185	227	9	:	:	PUNCT
easat-9185	227	10	computer	computer	NOUN
easat-9185	227	11	vision	vision	NOUN
easat-9185	227	12	ai	ai	VERB
easat-9185	227	13	for	for	ADP
easat-9185	227	14	image	image	NOUN
easat-9185	227	15	/	/	SYM
easat-9185	227	16	video	video	NOUN
easat-9185	227	17	processing	processing	NOUN
easat-9185	227	18	and	and	CCONJ
easat-9185	227	19	language	language	NOUN
easat-9185	227	20	ai	ai	VERB
easat-9185	227	21	for	for	ADP
easat-9185	227	22	customer	customer	NOUN
easat-9185	227	23	request	request	NOUN
easat-9185	227	24	analysis	analysis	NOUN
easat-9185	227	25	as	as	ADV
easat-9185	227	26	well	well	ADV
easat-9185	227	27	as	as	ADP
easat-9185	227	28	chatbot	chatbot	NOUN
easat-9185	227	29	operation	operation	NOUN
easat-9185	227	30	.	.	PUNCT
easat-9185	228	1	ai	ai	VERB
easat-9185	228	2	in	in	ADP
easat-9185	228	3	image	image	NOUN
easat-9185	228	4	processing	processing	NOUN
easat-9185	228	5	:	:	PUNCT
easat-9185	228	6	the	the	DET
easat-9185	228	7	system	system	NOUN
easat-9185	228	8	integrates	integrate	VERB
easat-9185	228	9	a	a	DET
easat-9185	228	10	series	series	NOUN
easat-9185	228	11	of	of	ADP
easat-9185	228	12	specialized	specialized	ADJ
easat-9185	228	13	ai	ai	PROPN
easat-9185	228	14	modules	module	NOUN
easat-9185	228	15	corresponding	correspond	VERB
easat-9185	228	16	to	to	ADP
easat-9185	228	17	the	the	DET
easat-9185	228	18	listed	list	VERB
easat-9185	228	19	photo	photo	NOUN
easat-9185	228	20	editing	edit	VERB
easat-9185	228	21	services	service	NOUN
easat-9185	228	22	.	.	PUNCT
easat-9185	229	1	for	for	ADP
easat-9185	229	2	example	example	NOUN
easat-9185	229	3	:	:	PUNCT
easat-9185	229	4	•	•	NUM
easat-9185	229	5	image	image	NOUN
easat-9185	229	6	enhancement	enhancement	NOUN
easat-9185	229	7	:	:	PUNCT
easat-9185	229	8	uses	use	VERB
easat-9185	229	9	deep	deep	ADJ
easat-9185	229	10	learning	learning	NOUN
easat-9185	229	11	models	model	NOUN
easat-9185	229	12	(	(	PUNCT
easat-9185	229	13	such	such	ADJ
easat-9185	229	14	as	as	ADP
easat-9185	229	15	cnns	cnn	NOUN
easat-9185	229	16	or	or	CCONJ
easat-9185	229	17	transformers	transformer	NOUN
easat-9185	229	18	)	)	PUNCT
easat-9185	230	1	[	[	X
easat-9185	230	2	12	12	NUM
easat-9185	230	3	]	]	PUNCT
easat-9185	230	4	trained	train	VERB
easat-9185	230	5	on	on	ADP
easat-9185	230	6	millions	million	NOUN
easat-9185	230	7	of	of	ADP
easat-9185	230	8	images	image	NOUN
easat-9185	230	9	to	to	PART
easat-9185	230	10	automatically	automatically	ADV
easat-9185	230	11	adjust	adjust	VERB
easat-9185	230	12	exposure	exposure	NOUN
easat-9185	230	13	,	,	PUNCT
easat-9185	230	14	contrast	contrast	NOUN
easat-9185	230	15	,	,	PUNCT
easat-9185	230	16	white	white	ADJ
easat-9185	230	17	balance	balance	NOUN
easat-9185	230	18	,	,	PUNCT
easat-9185	230	19	and	and	CCONJ
easat-9185	230	20	sharpness	sharpness	NOUN
easat-9185	230	21	.	.	PUNCT
easat-9185	231	1	the	the	DET
easat-9185	231	2	model	model	NOUN
easat-9185	231	3	can	can	AUX
easat-9185	231	4	be	be	AUX
easat-9185	231	5	similar	similar	ADJ
easat-9185	231	6	to	to	ADP
easat-9185	231	7	modern	modern	ADJ
easat-9185	231	8	image	image	NOUN
easat-9185	231	9	enhancement	enhancement	NOUN
easat-9185	231	10	or	or	CCONJ
easat-9185	231	11	noise	noise	NOUN
easat-9185	231	12	reduction	reduction	NOUN
easat-9185	231	13	networks	network	NOUN
easat-9185	231	14	.	.	PUNCT
easat-9185	232	1	as	as	ADP
easat-9185	232	2	a	a	DET
easat-9185	232	3	result	result	NOUN
easat-9185	232	4	,	,	PUNCT
easat-9185	232	5	the	the	DET
easat-9185	232	6	output	output	NOUN
easat-9185	232	7	image	image	NOUN
easat-9185	232	8	is	be	AUX
easat-9185	232	9	brighter	bright	ADJ
easat-9185	232	10	and	and	CCONJ
easat-9185	232	11	more	more	ADV
easat-9185	232	12	balanced	balanced	ADJ
easat-9185	232	13	while	while	SCONJ
easat-9185	232	14	still	still	ADV
easat-9185	232	15	retaining	retain	VERB
easat-9185	232	16	its	its	PRON
easat-9185	232	17	naturalness	naturalness	NOUN
easat-9185	232	18	,	,	PUNCT
easat-9185	232	19	meeting	meet	VERB
easat-9185	232	20	the	the	DET
easat-9185	232	21	needs	need	NOUN
easat-9185	232	22	of	of	ADP
easat-9185	232	23	real	real	ADJ
easat-9185	232	24	estate	estate	NOUN
easat-9185	232	25	and	and	CCONJ
easat-9185	232	26	product	product	NOUN
easat-9185	232	27	photography	photography	NOUN
easat-9185	232	28	.	.	PUNCT
easat-9185	233	1	•	•	NUM
easat-9185	233	2	day	day	NOUN
easat-9185	233	3	to	to	ADP
easat-9185	233	4	dusk	dusk	NOUN
easat-9185	233	5	:	:	PUNCT
easat-9185	233	6	use	use	VERB
easat-9185	233	7	an	an	DET
easat-9185	233	8	image	image	NOUN
easat-9185	233	9	-	-	PUNCT
easat-9185	233	10	to	to	ADP
easat-9185	233	11	-	-	PUNCT
easat-9185	233	12	image	image	NOUN
easat-9185	233	13	translation	translation	NOUN
easat-9185	233	14	model	model	NOUN
easat-9185	233	15	like	like	ADP
easat-9185	233	16	cyclegan	cyclegan	NOUN
easat-9185	233	17	[	[	X
easat-9185	233	18	13	13	NUM
easat-9185	233	19	]	]	PUNCT
easat-9185	233	20	to	to	PART
easat-9185	233	21	learn	learn	VERB
easat-9185	233	22	to	to	PART
easat-9185	233	23	translate	translate	VERB
easat-9185	233	24	image	image	NOUN
easat-9185	233	25	style	style	NOUN
easat-9185	233	26	from	from	ADP
easat-9185	233	27	day	day	NOUN
easat-9185	233	28	to	to	ADP
easat-9185	233	29	night	night	NOUN
easat-9185	233	30	/	/	SYM
easat-9185	233	31	dusk	dusk	NOUN
easat-9185	233	32	.	.	PUNCT
easat-9185	234	1	the	the	DET
easat-9185	234	2	model	model	NOUN
easat-9185	234	3	is	be	AUX
easat-9185	234	4	trained	train	VERB
easat-9185	234	5	on	on	ADP
easat-9185	234	6	pairs	pair	NOUN
easat-9185	234	7	of	of	ADP
easat-9185	234	8	day	day	NOUN
easat-9185	234	9	and	and	CCONJ
easat-9185	234	10	night	night	NOUN
easat-9185	234	11	images	image	NOUN
easat-9185	234	12	of	of	ADP
easat-9185	234	13	the	the	DET
easat-9185	234	14	same	same	ADJ
easat-9185	234	15	scene	scene	NOUN
easat-9185	234	16	,	,	PUNCT
easat-9185	234	17	allowing	allow	VERB
easat-9185	234	18	it	it	PRON
easat-9185	234	19	to	to	PART
easat-9185	234	20	understand	understand	VERB
easat-9185	234	21	how	how	SCONJ
easat-9185	234	22	the	the	DET
easat-9185	234	23	sky	sky	NOUN
easat-9185	234	24	changes	change	VERB
easat-9185	234	25	color	color	NOUN
easat-9185	234	26	,	,	PUNCT
easat-9185	234	27	how	how	SCONJ
easat-9185	234	28	light	light	NOUN
easat-9185	234	29	appears	appear	VERB
easat-9185	234	30	at	at	ADP
easat-9185	234	31	night	night	NOUN
easat-9185	234	32	.	.	PUNCT
easat-9185	235	1	the	the	DET
easat-9185	235	2	result	result	NOUN
easat-9185	235	3	is	be	AUX
easat-9185	235	4	an	an	DET
easat-9185	235	5	ai	ai	NOUN
easat-9185	235	6	that	that	PRON
easat-9185	235	7	can	can	AUX
easat-9185	235	8	generate	generate	VERB
easat-9185	235	9	realistic	realistic	ADJ
easat-9185	235	10	sunset	sunset	NOUN
easat-9185	235	11	images	image	NOUN
easat-9185	235	12	from	from	ADP
easat-9185	235	13	regular	regular	ADJ
easat-9185	235	14	day	day	NOUN
easat-9185	235	15	images	image	NOUN
easat-9185	235	16	[	[	X
easat-9185	235	17	4	4	NUM
easat-9185	235	18	]	]	PUNCT
easat-9185	235	19	.	.	PUNCT
easat-9185	236	1	•	•	NUM
easat-9185	236	2	item	item	NOUN
easat-9185	236	3	removal	removal	NOUN
easat-9185	236	4	:	:	PUNCT
easat-9185	236	5	uses	use	VERB
easat-9185	236	6	gan	gan	NOUN
easat-9185	236	7	or	or	CCONJ
easat-9185	236	8	transformer	transformer	NOUN
easat-9185	236	9	-	-	PUNCT
easat-9185	236	10	based	base	VERB
easat-9185	236	11	inpainting	inpainting	ADJ
easat-9185	236	12	algorithms	algorithm	NOUN
easat-9185	236	13	(	(	PUNCT
easat-9185	236	14	e.g.	e.g.	ADV
easat-9185	236	15	lama	lama	ADV
easat-9185	236	16	gan	gan	NOUN
easat-9185	236	17	or	or	CCONJ
easat-9185	236	18	diffusion	diffusion	NOUN
easat-9185	236	19	model	model	NOUN
easat-9185	236	20	for	for	ADP
easat-9185	236	21	inpainting	inpainte	VERB
easat-9185	236	22	)	)	PUNCT
easat-9185	236	23	.	.	PUNCT
easat-9185	237	1	when	when	SCONJ
easat-9185	237	2	given	give	VERB
easat-9185	237	3	an	an	DET
easat-9185	237	4	area	area	NOUN
easat-9185	237	5	to	to	PART
easat-9185	237	6	be	be	AUX
easat-9185	237	7	removed	remove	VERB
easat-9185	237	8	,	,	PUNCT
easat-9185	237	9	the	the	DET
easat-9185	237	10	network	network	NOUN
easat-9185	237	11	automatically	automatically	ADV
easat-9185	237	12	predicts	predict	VERB
easat-9185	237	13	a	a	DET
easat-9185	237	14	suitable	suitable	ADJ
easat-9185	237	15	background	background	NOUN
easat-9185	237	16	to	to	PART
easat-9185	237	17	fill	fill	VERB
easat-9185	237	18	in	in	ADP
easat-9185	237	19	,	,	PUNCT
easat-9185	237	20	removing	remove	VERB
easat-9185	237	21	unwanted	unwanted	ADJ
easat-9185	237	22	objects	object	NOUN
easat-9185	237	23	that	that	PRON
easat-9185	237	24	are	be	AUX
easat-9185	237	25	difficult	difficult	ADJ
easat-9185	237	26	for	for	SCONJ
easat-9185	237	27	viewers	viewer	NOUN
easat-9185	237	28	to	to	PART
easat-9185	237	29	recognize	recognize	VERB
easat-9185	237	30	.	.	PUNCT
easat-9185	238	1	this	this	DET
easat-9185	238	2	ability	ability	NOUN
easat-9185	238	3	has	have	AUX
easat-9185	238	4	been	be	AUX
easat-9185	238	5	demonstrated	demonstrate	VERB
easat-9185	238	6	through	through	ADP
easat-9185	238	7	high	high	ADJ
easat-9185	238	8	-	-	PUNCT
easat-9185	238	9	quality	quality	NOUN
easat-9185	238	10	ai	ai	NOUN
easat-9185	238	11	tools	tool	NOUN
easat-9185	238	12	for	for	ADP
easat-9185	238	13	removing	remove	VERB
easat-9185	238	14	objects	object	NOUN
easat-9185	238	15	in	in	ADP
easat-9185	238	16	photos	photo	NOUN
easat-9185	238	17	.	.	PUNCT
easat-9185	239	1	•	•	NUM
easat-9185	239	2	360	360	NUM
easat-9185	239	3	°	°	ADP
easat-9185	239	4	photo	photo	NOUN
easat-9185	239	5	enhancement	enhancement	NOUN
easat-9185	239	6	:	:	PUNCT
easat-9185	239	7	with	with	ADP
easat-9185	239	8	360	360	NUM
easat-9185	239	9	-	-	PUNCT
easat-9185	239	10	degree	degree	NOUN
easat-9185	239	11	photos	photo	NOUN
easat-9185	239	12	(	(	PUNCT
easat-9185	239	13	panoramas	panorama	NOUN
easat-9185	239	14	)	)	PUNCT
easat-9185	239	15	,	,	PUNCT
easat-9185	239	16	ai	ai	AUX
easat-9185	239	17	can	can	AUX
easat-9185	239	18	flatten	flatten	VERB
easat-9185	239	19	the	the	DET
easat-9185	239	20	image	image	NOUN
easat-9185	239	21	into	into	ADP
easat-9185	239	22	space	space	NOUN
easat-9185	239	23	and	and	CCONJ
easat-9185	239	24	apply	apply	VERB
easat-9185	239	25	the	the	DET
easat-9185	239	26	same	same	ADJ
easat-9185	239	27	enhancements	enhancement	NOUN
easat-9185	239	28	as	as	ADP
easat-9185	239	29	normal	normal	ADJ
easat-9185	239	30	photos	photo	NOUN
easat-9185	239	31	,	,	PUNCT
easat-9185	239	32	but	but	CCONJ
easat-9185	239	33	with	with	ADP
easat-9185	239	34	spatial	spatial	ADJ
easat-9185	239	35	continuity	continuity	NOUN
easat-9185	239	36	(	(	PUNCT
easat-9185	239	37	avoiding	avoid	VERB
easat-9185	239	38	broken	broken	ADJ
easat-9185	239	39	seams	seam	NOUN
easat-9185	239	40	)	)	PUNCT
easat-9185	239	41	.	.	PUNCT
easat-9185	240	1	specialized	specialized	ADJ
easat-9185	240	2	algorithms	algorithm	NOUN
easat-9185	240	3	or	or	CCONJ
easat-9185	240	4	a	a	DET
easat-9185	240	5	combination	combination	NOUN
easat-9185	240	6	of	of	ADP
easat-9185	240	7	splitting	split	VERB
easat-9185	240	8	the	the	DET
easat-9185	240	9	image	image	NOUN
easat-9185	240	10	into	into	ADP
easat-9185	240	11	multiple	multiple	ADJ
easat-9185	240	12	frames	frame	NOUN
easat-9185	240	13	and	and	CCONJ
easat-9185	240	14	then	then	ADV
easat-9185	240	15	merging	merge	VERB
easat-9185	240	16	them	they	PRON
easat-9185	240	17	together	together	ADV
easat-9185	240	18	can	can	AUX
easat-9185	240	19	be	be	AUX
easat-9185	240	20	used	use	VERB
easat-9185	240	21	.	.	PUNCT
easat-9185	241	1	ai	ai	AUX
easat-9185	241	2	can	can	AUX
easat-9185	241	3	also	also	ADV
easat-9185	241	4	detect	detect	VERB
easat-9185	241	5	blur	blur	NOUN
easat-9185	241	6	and	and	CCONJ
easat-9185	241	7	shaking	shake	VERB
easat-9185	241	8	in	in	ADP
easat-9185	241	9	360	360	NUM
easat-9185	241	10	°	°	NOUN
easat-9185	241	11	photos	photo	NOUN
easat-9185	241	12	for	for	ADP
easat-9185	241	13	correction	correction	NOUN
easat-9185	241	14	.	.	PUNCT
easat-9185	242	1	for	for	ADP
easat-9185	242	2	video	video	NOUN
easat-9185	242	3	,	,	PUNCT
easat-9185	242	4	ai	ai	VERB
easat-9185	242	5	is	be	AUX
easat-9185	242	6	involved	involve	VERB
easat-9185	242	7	in	in	ADP
easat-9185	242	8	the	the	DET
easat-9185	242	9	following	following	ADJ
easat-9185	242	10	stages	stage	NOUN
easat-9185	242	11	:	:	PUNCT
easat-9185	242	12	•	•	NOUN
easat-9185	242	13	extract	extract	VERB
easat-9185	242	14	important	important	ADJ
easat-9185	242	15	content	content	NOUN
easat-9185	242	16	:	:	PUNCT
easat-9185	242	17	use	use	VERB
easat-9185	242	18	action	action	NOUN
easat-9185	242	19	/	/	SYM
easat-9185	242	20	scene	scene	NOUN
easat-9185	242	21	recognition	recognition	NOUN
easat-9185	242	22	models	model	NOUN
easat-9185	242	23	in	in	ADP
easat-9185	242	24	videos	video	NOUN
easat-9185	242	25	to	to	PART
easat-9185	242	26	find	find	VERB
easat-9185	242	27	“	"	PUNCT
easat-9185	242	28	valuable	valuable	ADJ
easat-9185	242	29	”	"	PUNCT
easat-9185	242	30	parts	part	NOUN
easat-9185	242	31	(	(	PUNCT
easat-9185	242	32	e.g.	e.g.	ADV
easat-9185	242	33	interesting	interesting	ADJ
easat-9185	242	34	moving	moving	NOUN
easat-9185	242	35	scenes	scene	NOUN
easat-9185	242	36	,	,	PUNCT
easat-9185	242	37	laughter	laughter	NOUN
easat-9185	242	38	scenes	scene	NOUN
easat-9185	242	39	in	in	ADP
easat-9185	242	40	event	event	NOUN
easat-9185	242	41	videos	video	NOUN
easat-9185	242	42	,	,	PUNCT
easat-9185	242	43	fast	fast	ADV
easat-9185	242	44	-	-	PUNCT
easat-9185	242	45	moving	move	VERB
easat-9185	242	46	car	car	NOUN
easat-9185	242	47	scenes	scene	NOUN
easat-9185	242	48	in	in	ADP
easat-9185	242	49	car	car	NOUN
easat-9185	242	50	videos	video	NOUN
easat-9185	242	51	)	)	PUNCT
easat-9185	242	52	to	to	PART
easat-9185	242	53	serve	serve	VERB
easat-9185	242	54	as	as	ADP
easat-9185	242	55	highlight	highlight	NOUN
easat-9185	242	56	or	or	CCONJ
easat-9185	242	57	recap	recap	NOUN
easat-9185	242	58	videos	video	NOUN
easat-9185	242	59	.	.	PUNCT
easat-9185	243	1	•	•	NUM
easat-9185	243	2	automatic	automatic	ADJ
easat-9185	243	3	alignment	alignment	NOUN
easat-9185	243	4	and	and	CCONJ
easat-9185	243	5	cutting	cutting	NOUN
easat-9185	243	6	:	:	PUNCT
easat-9185	243	7	based	base	VERB
easat-9185	243	8	on	on	ADP
easat-9185	243	9	a	a	DET
easat-9185	243	10	predetermined	predetermine	VERB
easat-9185	243	11	script	script	NOUN
easat-9185	243	12	or	or	CCONJ
easat-9185	243	13	template	template	NOUN
easat-9185	243	14	,	,	PUNCT
easat-9185	243	15	ai	ai	VERB
easat-9185	243	16	can	can	AUX
easat-9185	243	17	suggest	suggest	VERB
easat-9185	243	18	how	how	SCONJ
easat-9185	243	19	to	to	PART
easat-9185	243	20	cut	cut	VERB
easat-9185	243	21	video	video	NOUN
easat-9185	243	22	clips	clip	NOUN
easat-9185	243	23	to	to	PART
easat-9185	243	24	create	create	VERB
easat-9185	243	25	a	a	DET
easat-9185	243	26	good	good	ADJ
easat-9185	243	27	rhythm	rhythm	NOUN
easat-9185	243	28	.	.	PUNCT
easat-9185	244	1	for	for	ADP
easat-9185	244	2	example	example	NOUN
easat-9185	244	3	,	,	PUNCT
easat-9185	244	4	with	with	ADP
easat-9185	244	5	event	event	NOUN
easat-9185	244	6	videos	video	NOUN
easat-9185	244	7	,	,	PUNCT
easat-9185	244	8	ai	ai	AUX
easat-9185	244	9	can	can	AUX
easat-9185	244	10	arrange	arrange	VERB
easat-9185	244	11	the	the	DET
easat-9185	244	12	scenes	scene	NOUN
easat-9185	244	13	in	in	ADP
easat-9185	244	14	chronological	chronological	ADJ
easat-9185	244	15	order	order	NOUN
easat-9185	244	16	but	but	CCONJ
easat-9185	244	17	remove	remove	VERB
easat-9185	244	18	the	the	DET
easat-9185	244	19	less	less	ADV
easat-9185	244	20	informative	informative	ADJ
easat-9185	244	21	segments	segment	NOUN
easat-9185	244	22	,	,	PUNCT
easat-9185	244	23	creating	create	VERB
easat-9185	244	24	a	a	DET
easat-9185	244	25	much	much	ADV
easat-9185	244	26	shorter	short	ADJ
easat-9185	244	27	summary	summary	NOUN
easat-9185	244	28	video	video	NOUN
easat-9185	244	29	that	that	PRON
easat-9185	244	30	still	still	ADV
easat-9185	244	31	gets	get	VERB
easat-9185	244	32	the	the	DET
easat-9185	244	33	point	point	NOUN
easat-9185	244	34	across	across	ADP
easat-9185	244	35	.	.	PUNCT
easat-9185	245	1	•	•	NOUN
easat-9185	245	2	color	color	NOUN
easat-9185	245	3	and	and	CCONJ
easat-9185	245	4	audio	audio	NOUN
easat-9185	245	5	support	support	NOUN
easat-9185	245	6	:	:	PUNCT
easat-9185	245	7	apply	apply	VERB
easat-9185	245	8	deep	deep	ADJ
easat-9185	245	9	learning	learning	NOUN
easat-9185	245	10	techniques	technique	NOUN
easat-9185	245	11	to	to	PART
easat-9185	245	12	automatically	automatically	ADV
easat-9185	245	13	adjust	adjust	VERB
easat-9185	245	14	color	color	NOUN
easat-9185	245	15	(	(	PUNCT
easat-9185	245	16	color	color	NOUN
easat-9185	245	17	grading	grading	NOUN
easat-9185	245	18	)	)	PUNCT
easat-9185	245	19	for	for	SCONJ
easat-9185	245	20	scenes	scene	NOUN
easat-9185	245	21	to	to	PART
easat-9185	245	22	unify	unify	VERB
easat-9185	245	23	the	the	DET
easat-9185	245	24	style	style	NOUN
easat-9185	245	25	.	.	PUNCT
easat-9185	246	1	similarly	similarly	ADV
easat-9185	246	2	,	,	PUNCT
easat-9185	246	3	ai	ai	VERB
easat-9185	246	4	can	can	AUX
easat-9185	246	5	filter	filter	VERB
easat-9185	246	6	noise	noise	NOUN
easat-9185	246	7	,	,	PUNCT
easat-9185	246	8	balance	balance	NOUN
easat-9185	246	9	volume	volume	NOUN
easat-9185	246	10	between	between	ADP
easat-9185	246	11	videos	video	NOUN
easat-9185	246	12	.	.	PUNCT
easat-9185	246	13	•	•	NUM
easat-9185	246	14	create	create	VERB
easat-9185	246	15	additional	additional	ADJ
easat-9185	246	16	content	content	NOUN
easat-9185	246	17	:	:	PUNCT
easat-9185	246	18	some	some	DET
easat-9185	246	19	services	service	NOUN
easat-9185	246	20	,	,	PUNCT
easat-9185	246	21	like	like	ADP
easat-9185	246	22	personal	personal	ADJ
easat-9185	246	23	brand	brand	NOUN
easat-9185	246	24	videos	video	NOUN
easat-9185	246	25	,	,	PUNCT
easat-9185	246	26	can	can	AUX
easat-9185	246	27	use	use	VERB
easat-9185	246	28	ai	ai	VERB
easat-9185	246	29	to	to	PART
easat-9185	246	30	automatically	automatically	ADV
easat-9185	246	31	generate	generate	VERB
easat-9185	246	32	captions	caption	NOUN
easat-9185	246	33	using	use	VERB
easat-9185	246	34	speech	speech	NOUN
easat-9185	246	35	recognition	recognition	NOUN
easat-9185	246	36	(	(	PUNCT
easat-9185	246	37	speech	speech	NOUN
easat-9185	246	38	-	-	PUNCT
easat-9185	246	39	to	to	ADP
easat-9185	246	40	-	-	PUNCT
easat-9185	246	41	text	text	NOUN
easat-9185	246	42	)	)	PUNCT
easat-9185	246	43	,	,	PUNCT
easat-9185	246	44	or	or	CCONJ
easat-9185	246	45	even	even	ADV
easat-9185	246	46	generate	generate	VERB
easat-9185	246	47	synthetic	synthetic	ADJ
easat-9185	246	48	voiceovers	voiceover	NOUN
easat-9185	246	49	(	(	PUNCT
easat-9185	246	50	text	text	NOUN
easat-9185	246	51	-	-	PUNCT
easat-9185	246	52	to	to	ADP
easat-9185	246	53	-	-	PUNCT
easat-9185	246	54	speech	speech	NOUN
easat-9185	246	55	)	)	PUNCT
easat-9185	246	56	if	if	SCONJ
easat-9185	246	57	needed	need	VERB
easat-9185	246	58	.	.	PUNCT
easat-9185	247	1	these	these	DET
easat-9185	247	2	advances	advance	NOUN
easat-9185	247	3	are	be	AUX
easat-9185	247	4	all	all	PRON
easat-9185	247	5	aimed	aim	VERB
easat-9185	247	6	at	at	ADP
easat-9185	247	7	reducing	reduce	VERB
easat-9185	247	8	the	the	DET
easat-9185	247	9	effort	effort	NOUN
easat-9185	247	10	required	require	VERB
easat-9185	247	11	by	by	ADP
easat-9185	247	12	human	human	ADJ
easat-9185	247	13	editors	editor	NOUN
easat-9185	247	14	.	.	PUNCT
easat-9185	248	1	ai	ai	VERB
easat-9185	248	2	in	in	ADP
easat-9185	248	3	language	language	NOUN
easat-9185	248	4	processing	processing	NOUN
easat-9185	248	5	:	:	PUNCT
easat-9185	248	6	the	the	DET
easat-9185	248	7	linguistic	linguistic	ADJ
easat-9185	248	8	ai	ai	PROPN
easat-9185	248	9	component	component	NOUN
easat-9185	248	10	appears	appear	VERB
easat-9185	248	11	mainly	mainly	ADV
easat-9185	248	12	in	in	ADP
easat-9185	248	13	chatbots	chatbot	NOUN
easat-9185	248	14	and	and	CCONJ
easat-9185	248	15	request	request	VERB
easat-9185	248	16	text	text	NOUN
easat-9185	248	17	analysis	analysis	NOUN
easat-9185	248	18	.	.	PUNCT
easat-9185	249	1	the	the	DET
easat-9185	249	2	system	system	NOUN
easat-9185	249	3	uses	use	VERB
easat-9185	249	4	modern	modern	ADJ
easat-9185	249	5	natural	natural	ADJ
easat-9185	249	6	language	language	NOUN
easat-9185	249	7	processing	processing	NOUN
easat-9185	249	8	models	model	NOUN
easat-9185	249	9	,	,	PUNCT
easat-9185	249	10	which	which	PRON
easat-9185	249	11	can	can	AUX
easat-9185	249	12	be	be	AUX
easat-9185	249	13	multilingual	multilingual	ADJ
easat-9185	249	14	transformer	transformer	NOUN
easat-9185	249	15	models	model	NOUN
easat-9185	249	16	(	(	PUNCT
easat-9185	249	17	such	such	ADJ
easat-9185	249	18	as	as	ADP
easat-9185	249	19	bert	bert	NOUN
easat-9185	249	20	,	,	PUNCT
easat-9185	249	21	gpt	gpt	NOUN
easat-9185	249	22	depending	depend	VERB
easat-9185	249	23	on	on	ADP
easat-9185	249	24	the	the	DET
easat-9185	249	25	application	application	NOUN
easat-9185	249	26	)	)	PUNCT
easat-9185	249	27	to	to	PART
easat-9185	249	28	understand	understand	VERB
easat-9185	249	29	the	the	DET
easat-9185	249	30	user	user	NOUN
easat-9185	249	31	's	's	PART
easat-9185	249	32	intention	intention	NOUN
easat-9185	249	33	from	from	ADP
easat-9185	249	34	the	the	DET
easat-9185	249	35	input	input	NOUN
easat-9185	249	36	sentence	sentence	NOUN
easat-9185	249	37	.	.	PUNCT
easat-9185	250	1	for	for	ADP
easat-9185	250	2	example	example	NOUN
easat-9185	250	3	,	,	PUNCT
easat-9185	250	4	when	when	SCONJ
easat-9185	250	5	a	a	DET
easat-9185	250	6	customer	customer	NOUN
easat-9185	250	7	says	say	VERB
easat-9185	250	8	"	"	PUNCT
easat-9185	250	9	i	i	PRON
easat-9185	250	10	want	want	VERB
easat-9185	250	11	the	the	DET
easat-9185	250	12	photo	photo	NOUN
easat-9185	250	13	to	to	PART
easat-9185	250	14	look	look	VERB
easat-9185	250	15	more	more	ADV
easat-9185	250	16	sparkling	sparkling	ADJ
easat-9185	250	17	but	but	CCONJ
easat-9185	250	18	not	not	PART
easat-9185	250	19	too	too	ADV
easat-9185	250	20	fake	fake	ADJ
easat-9185	250	21	”	"	PUNCT
easat-9185	250	22	,	,	PUNCT
easat-9185	250	23	the	the	DET
easat-9185	250	24	model	model	NOUN
easat-9185	250	25	will	will	AUX
easat-9185	250	26	analyze	analyze	VERB
easat-9185	250	27	that	that	SCONJ
easat-9185	250	28	the	the	DET
easat-9185	250	29	customer	customer	NOUN
easat-9185	250	30	wants	want	VERB
easat-9185	250	31	to	to	PART
easat-9185	250	32	increase	increase	VERB
easat-9185	250	33	the	the	DET
easat-9185	250	34	sparkle	sparkle	NOUN
easat-9185	250	35	(	(	PUNCT
easat-9185	250	36	which	which	PRON
easat-9185	250	37	can	can	AUX
easat-9185	250	38	be	be	AUX
easat-9185	250	39	understood	understand	VERB
easat-9185	250	40	as	as	ADP
easat-9185	250	41	increasing	increase	VERB
easat-9185	250	42	the	the	DET
easat-9185	250	43	contrast	contrast	NOUN
easat-9185	250	44	,	,	PUNCT
easat-9185	250	45	bright	bright	ADJ
easat-9185	250	46	colors	color	NOUN
easat-9185	250	47	)	)	PUNCT
easat-9185	250	48	but	but	CCONJ
easat-9185	250	49	still	still	ADV
easat-9185	250	50	keep	keep	VERB
easat-9185	250	51	it	it	PRON
easat-9185	250	52	natural	natural	ADJ
easat-9185	250	53	(	(	PUNCT
easat-9185	250	54	avoid	avoid	VERB
easat-9185	250	55	overusing	overuse	VERB
easat-9185	250	56	2375	2375	NUM
easat-9185	250	57	edelweiss	edelweiss	PROPN
easat-9185	250	58	applied	apply	VERB
easat-9185	250	59	science	science	NOUN
easat-9185	250	60	and	and	CCONJ
easat-9185	250	61	technology	technology	NOUN
easat-9185	250	62	issn	issn	PROPN
easat-9185	250	63	:	:	PUNCT
easat-9185	250	64	2576	2576	NUM
easat-9185	250	65	-	-	SYM
easat-9185	250	66	8484	8484	NUM
easat-9185	250	67	vol	vol	NOUN
easat-9185	250	68	.	.	PROPN
easat-9185	251	1	9	9	NUM
easat-9185	251	2	,	,	PUNCT
easat-9185	251	3	no	no	INTJ
easat-9185	251	4	.	.	NOUN
easat-9185	251	5	7	7	NUM
easat-9185	251	6	:	:	SYM
easat-9185	251	7	2365	2365	NUM
easat-9185	251	8	-	-	SYM
easat-9185	251	9	2381	2381	NUM
easat-9185	251	10	,	,	PUNCT
easat-9185	251	11	2025	2025	NUM
easat-9185	251	12	doi	doi	NOUN
easat-9185	251	13	:	:	PUNCT
easat-9185	251	14	10.55214/2576	10.55214/2576	NUM
easat-9185	251	15	-	-	SYM
easat-9185	251	16	8484.v9i7.9185	8484.v9i7.9185	NOUN
easat-9185	252	1	©	©	PROPN
easat-9185	252	2	2025	2025	NUM
easat-9185	252	3	by	by	ADP
easat-9185	252	4	the	the	DET
easat-9185	252	5	authors	author	NOUN
easat-9185	252	6	;	;	PUNCT
easat-9185	253	1	licensee	licensee	PROPN
easat-9185	253	2	learning	learn	VERB
easat-9185	253	3	gate	gate	NOUN
easat-9185	253	4	filters	filter	NOUN
easat-9185	253	5	)	)	PUNCT
easat-9185	253	6	.	.	PUNCT
easat-9185	254	1	similarly	similarly	ADV
easat-9185	254	2	,	,	PUNCT
easat-9185	254	3	when	when	SCONJ
easat-9185	254	4	a	a	DET
easat-9185	254	5	customer	customer	NOUN
easat-9185	254	6	chats	chat	NOUN
easat-9185	254	7	and	and	CCONJ
easat-9185	254	8	asks	ask	VERB
easat-9185	254	9	"	"	PUNCT
easat-9185	254	10	how	how	SCONJ
easat-9185	254	11	long	long	ADV
easat-9185	254	12	will	will	AUX
easat-9185	254	13	it	it	PRON
easat-9185	254	14	take	take	VERB
easat-9185	254	15	?	?	PUNCT
easat-9185	254	16	"	"	PUNCT
easat-9185	254	17	,	,	PUNCT
easat-9185	254	18	the	the	DET
easat-9185	254	19	chatbot	chatbot	NOUN
easat-9185	254	20	uses	use	VERB
easat-9185	254	21	nlp	nlp	NOUN
easat-9185	254	22	to	to	PART
easat-9185	254	23	recognize	recognize	VERB
easat-9185	254	24	this	this	PRON
easat-9185	254	25	as	as	ADP
easat-9185	254	26	a	a	DET
easat-9185	254	27	question	question	NOUN
easat-9185	254	28	about	about	ADP
easat-9185	254	29	processing	processing	NOUN
easat-9185	254	30	time	time	NOUN
easat-9185	254	31	and	and	CCONJ
easat-9185	254	32	queries	query	VERB
easat-9185	254	33	order	order	VERB
easat-9185	254	34	data	datum	NOUN
easat-9185	254	35	to	to	PART
easat-9185	254	36	answer	answer	VERB
easat-9185	254	37	.	.	PUNCT
easat-9185	255	1	these	these	DET
easat-9185	255	2	capabilities	capability	NOUN
easat-9185	255	3	are	be	AUX
easat-9185	255	4	based	base	VERB
easat-9185	255	5	on	on	ADP
easat-9185	255	6	training	train	VERB
easat-9185	255	7	the	the	DET
easat-9185	255	8	chatbot	chatbot	NOUN
easat-9185	255	9	with	with	ADP
easat-9185	255	10	a	a	DET
easat-9185	255	11	large	large	ADJ
easat-9185	255	12	amount	amount	NOUN
easat-9185	255	13	of	of	ADP
easat-9185	255	14	service	service	NOUN
easat-9185	255	15	conversation	conversation	NOUN
easat-9185	255	16	data	datum	NOUN
easat-9185	255	17	,	,	PUNCT
easat-9185	255	18	as	as	ADV
easat-9185	255	19	well	well	ADV
easat-9185	255	20	as	as	ADP
easat-9185	255	21	applying	apply	VERB
easat-9185	255	22	conversational	conversational	ADJ
easat-9185	255	23	reinforcement	reinforcement	NOUN
easat-9185	255	24	learning	learning	NOUN
easat-9185	255	25	techniques	technique	NOUN
easat-9185	255	26	[	[	X
easat-9185	255	27	14	14	NUM
easat-9185	255	28	]	]	PUNCT
easat-9185	255	29	so	so	SCONJ
easat-9185	255	30	that	that	SCONJ
easat-9185	255	31	the	the	DET
easat-9185	255	32	chatbot	chatbot	NOUN
easat-9185	255	33	becomes	become	VERB
easat-9185	255	34	increasingly	increasingly	ADV
easat-9185	255	35	intelligent	intelligent	ADJ
easat-9185	255	36	and	and	CCONJ
easat-9185	255	37	understands	understand	VERB
easat-9185	255	38	context	context	NOUN
easat-9185	255	39	better	well	ADV
easat-9185	255	40	over	over	ADP
easat-9185	255	41	time	time	NOUN
easat-9185	255	42	.	.	PUNCT
easat-9185	256	1	ai	ai	VERB
easat-9185	256	2	can	can	AUX
easat-9185	256	3	also	also	ADV
easat-9185	256	4	be	be	AUX
easat-9185	256	5	used	use	VERB
easat-9185	256	6	for	for	ADP
easat-9185	256	7	intelligent	intelligent	ADJ
easat-9185	256	8	decision	decision	NOUN
easat-9185	256	9	making	make	VERB
easat-9185	256	10	in	in	ADP
easat-9185	256	11	expert	expert	NOUN
easat-9185	256	12	systems	system	NOUN
easat-9185	256	13	.	.	PUNCT
easat-9185	257	1	for	for	ADP
easat-9185	257	2	example	example	NOUN
easat-9185	257	3	,	,	PUNCT
easat-9185	257	4	using	use	VERB
easat-9185	257	5	machine	machine	NOUN
easat-9185	257	6	learning	learning	NOUN
easat-9185	257	7	models	model	NOUN
easat-9185	257	8	to	to	PART
easat-9185	257	9	predict	predict	VERB
easat-9185	257	10	the	the	DET
easat-9185	257	11	complexity	complexity	NOUN
easat-9185	257	12	of	of	ADP
easat-9185	257	13	an	an	DET
easat-9185	257	14	order	order	NOUN
easat-9185	257	15	based	base	VERB
easat-9185	257	16	on	on	ADP
easat-9185	257	17	historical	historical	ADJ
easat-9185	257	18	data	datum	NOUN
easat-9185	257	19	[	[	X
easat-9185	257	20	15	15	NUM
easat-9185	257	21	]	]	X
easat-9185	257	22	(	(	PUNCT
easat-9185	257	23	number	number	NOUN
easat-9185	257	24	of	of	ADP
easat-9185	257	25	photos	photo	NOUN
easat-9185	257	26	,	,	PUNCT
easat-9185	257	27	types	type	NOUN
easat-9185	257	28	of	of	ADP
easat-9185	257	29	requests	request	NOUN
easat-9185	257	30	,	,	PUNCT
easat-9185	257	31	experience	experience	NOUN
easat-9185	257	32	showing	show	VERB
easat-9185	257	33	how	how	SCONJ
easat-9185	257	34	long	long	ADV
easat-9185	257	35	it	it	PRON
easat-9185	257	36	takes	take	VERB
easat-9185	257	37	and	and	CCONJ
easat-9185	257	38	how	how	SCONJ
easat-9185	257	39	many	many	ADJ
easat-9185	257	40	revisions	revision	NOUN
easat-9185	257	41	)	)	PUNCT
easat-9185	257	42	.	.	PUNCT
easat-9185	258	1	from	from	ADP
easat-9185	258	2	there	there	ADV
easat-9185	258	3	,	,	PUNCT
easat-9185	258	4	the	the	DET
easat-9185	258	5	system	system	NOUN
easat-9185	258	6	automatically	automatically	ADV
easat-9185	258	7	estimates	estimate	VERB
easat-9185	258	8	completion	completion	NOUN
easat-9185	258	9	time	time	NOUN
easat-9185	258	10	and	and	CCONJ
easat-9185	258	11	arranges	arrange	VERB
easat-9185	258	12	a	a	DET
easat-9185	258	13	reasonable	reasonable	ADJ
easat-9185	258	14	schedule	schedule	NOUN
easat-9185	258	15	,	,	PUNCT
easat-9185	258	16	even	even	ADV
easat-9185	258	17	setting	set	VERB
easat-9185	258	18	optimal	optimal	ADJ
easat-9185	258	19	prices	price	NOUN
easat-9185	258	20	.	.	PUNCT
easat-9185	259	1	ai	ai	AUX
easat-9185	259	2	can	can	AUX
easat-9185	259	3	also	also	ADV
easat-9185	259	4	assist	assist	VERB
easat-9185	259	5	in	in	ADP
easat-9185	259	6	performance	performance	NOUN
easat-9185	259	7	evaluation	evaluation	NOUN
easat-9185	259	8	:	:	PUNCT
easat-9185	259	9	analyzing	analyze	VERB
easat-9185	259	10	thousands	thousand	NOUN
easat-9185	259	11	of	of	ADP
easat-9185	259	12	completed	complete	VERB
easat-9185	259	13	projects	project	NOUN
easat-9185	259	14	to	to	PART
easat-9185	259	15	derive	derive	VERB
easat-9185	259	16	criteria	criterion	NOUN
easat-9185	259	17	for	for	ADP
easat-9185	259	18	assigning	assign	VERB
easat-9185	259	19	which	which	DET
easat-9185	259	20	editors	editor	NOUN
easat-9185	259	21	to	to	PART
easat-9185	259	22	which	which	PRON
easat-9185	259	23	types	type	NOUN
easat-9185	259	24	of	of	ADP
easat-9185	259	25	tasks	task	NOUN
easat-9185	259	26	most	most	ADV
easat-9185	259	27	effectively	effectively	ADV
easat-9185	260	1	[	[	X
easat-9185	260	2	16	16	NUM
easat-9185	260	3	]	]	PUNCT
easat-9185	260	4	.	.	PUNCT
easat-9185	261	1	ai	ai	PROPN
easat-9185	261	2	is	be	AUX
easat-9185	261	3	the	the	DET
easat-9185	261	4	“	"	PUNCT
easat-9185	261	5	right	right	ADJ
easat-9185	261	6	-	-	PUNCT
easat-9185	261	7	hand	hand	NOUN
easat-9185	261	8	man	man	NOUN
easat-9185	261	9	”	"	PUNCT
easat-9185	261	10	that	that	PRON
easat-9185	261	11	helps	help	VERB
easat-9185	261	12	the	the	DET
easat-9185	261	13	system	system	NOUN
easat-9185	261	14	achieve	achieve	VERB
easat-9185	261	15	a	a	DET
easat-9185	261	16	high	high	ADJ
easat-9185	261	17	level	level	NOUN
easat-9185	261	18	of	of	ADP
easat-9185	261	19	automation	automation	NOUN
easat-9185	261	20	.	.	PUNCT
easat-9185	262	1	many	many	ADJ
easat-9185	262	2	tasks	task	NOUN
easat-9185	262	3	that	that	PRON
easat-9185	262	4	used	use	VERB
easat-9185	262	5	to	to	PART
easat-9185	262	6	take	take	VERB
easat-9185	262	7	hours	hour	NOUN
easat-9185	262	8	to	to	PART
easat-9185	262	9	do	do	VERB
easat-9185	262	10	manually	manually	ADV
easat-9185	262	11	can	can	AUX
easat-9185	262	12	now	now	ADV
easat-9185	262	13	be	be	AUX
easat-9185	262	14	completed	complete	VERB
easat-9185	262	15	in	in	ADP
easat-9185	262	16	minutes	minute	NOUN
easat-9185	262	17	with	with	ADP
easat-9185	262	18	acceptable	acceptable	ADJ
easat-9185	262	19	accuracy	accuracy	NOUN
easat-9185	262	20	[	[	X
easat-9185	262	21	17	17	NUM
easat-9185	262	22	]	]	PUNCT
easat-9185	262	23	.	.	PUNCT
easat-9185	263	1	the	the	DET
easat-9185	263	2	combination	combination	NOUN
easat-9185	263	3	of	of	ADP
easat-9185	263	4	ai	ai	NOUN
easat-9185	263	5	and	and	CCONJ
easat-9185	263	6	human	human	NOUN
easat-9185	263	7	-	-	PUNCT
easat-9185	263	8	in	in	ADP
easat-9185	263	9	-	-	PUNCT
easat-9185	263	10	the	the	DET
easat-9185	263	11	-	-	PUNCT
easat-9185	263	12	loop	loop	NOUN
easat-9185	263	13	ensures	ensure	VERB
easat-9185	263	14	that	that	SCONJ
easat-9185	263	15	the	the	DET
easat-9185	263	16	system	system	NOUN
easat-9185	263	17	is	be	AUX
easat-9185	263	18	both	both	PRON
easat-9185	263	19	fast	fast	ADJ
easat-9185	263	20	and	and	CCONJ
easat-9185	263	21	maintains	maintain	VERB
easat-9185	263	22	high	high	ADJ
easat-9185	263	23	output	output	NOUN
easat-9185	263	24	quality	quality	NOUN
easat-9185	263	25	.	.	PUNCT
easat-9185	264	1	the	the	DET
easat-9185	264	2	widespread	widespread	ADJ
easat-9185	264	3	application	application	NOUN
easat-9185	264	4	of	of	ADP
easat-9185	264	5	ai	ai	NOUN
easat-9185	264	6	is	be	AUX
easat-9185	264	7	also	also	ADV
easat-9185	264	8	the	the	DET
easat-9185	264	9	factor	factor	NOUN
easat-9185	264	10	that	that	PRON
easat-9185	264	11	creates	create	VERB
easat-9185	264	12	the	the	DET
easat-9185	264	13	competitive	competitive	ADJ
easat-9185	264	14	advantage	advantage	NOUN
easat-9185	264	15	and	and	CCONJ
easat-9185	264	16	attractiveness	attractiveness	NOUN
easat-9185	264	17	of	of	ADP
easat-9185	264	18	the	the	DET
easat-9185	264	19	system	system	NOUN
easat-9185	264	20	to	to	ADP
easat-9185	264	21	customers	customer	NOUN
easat-9185	264	22	and	and	CCONJ
easat-9185	264	23	investors	investor	NOUN
easat-9185	264	24	.	.	PUNCT
easat-9185	265	1	4.2	4.2	NUM
easat-9185	265	2	.	.	PUNCT
easat-9185	266	1	chatbots	chatbot	NOUN
easat-9185	266	2	and	and	CCONJ
easat-9185	266	3	smart	smart	ADJ
easat-9185	266	4	interactive	interactive	ADJ
easat-9185	266	5	experiences	experience	NOUN
easat-9185	266	6	the	the	DET
easat-9185	266	7	chatbot	chatbot	NOUN
easat-9185	266	8	component	component	NOUN
easat-9185	266	9	in	in	ADP
easat-9185	266	10	the	the	DET
easat-9185	266	11	system	system	NOUN
easat-9185	266	12	is	be	AUX
easat-9185	266	13	not	not	PART
easat-9185	266	14	just	just	ADV
easat-9185	266	15	a	a	DET
easat-9185	266	16	communication	communication	NOUN
easat-9185	266	17	channel	channel	NOUN
easat-9185	266	18	,	,	PUNCT
easat-9185	266	19	but	but	CCONJ
easat-9185	266	20	actually	actually	ADV
easat-9185	266	21	acts	act	VERB
easat-9185	266	22	as	as	ADP
easat-9185	266	23	a	a	DET
easat-9185	266	24	“	"	PUNCT
easat-9185	266	25	frontline	frontline	NOUN
easat-9185	266	26	employee	employee	NOUN
easat-9185	266	27	”	"	PUNCT
easat-9185	266	28	to	to	PART
easat-9185	266	29	support	support	VERB
easat-9185	266	30	customers	customer	NOUN
easat-9185	266	31	.	.	PUNCT
easat-9185	267	1	integrated	integrate	VERB
easat-9185	267	2	with	with	ADP
easat-9185	267	3	ai	ai	INTJ
easat-9185	267	4	nlp	nlp	NOUN
easat-9185	267	5	as	as	SCONJ
easat-9185	267	6	mentioned	mention	VERB
easat-9185	267	7	,	,	PUNCT
easat-9185	267	8	the	the	DET
easat-9185	267	9	chatbot	chatbot	NOUN
easat-9185	267	10	is	be	AUX
easat-9185	267	11	capable	capable	ADJ
easat-9185	267	12	of	of	ADP
easat-9185	267	13	understanding	understand	VERB
easat-9185	267	14	natural	natural	ADJ
easat-9185	267	15	language	language	NOUN
easat-9185	267	16	and	and	CCONJ
easat-9185	267	17	responding	respond	VERB
easat-9185	267	18	in	in	ADP
easat-9185	267	19	a	a	DET
easat-9185	267	20	friendly	friendly	ADJ
easat-9185	267	21	and	and	CCONJ
easat-9185	267	22	accurate	accurate	ADJ
easat-9185	267	23	manner	manner	NOUN
easat-9185	267	24	.	.	PUNCT
easat-9185	268	1	some	some	PRON
easat-9185	268	2	of	of	ADP
easat-9185	268	3	the	the	DET
easat-9185	268	4	main	main	ADJ
easat-9185	268	5	features	feature	NOUN
easat-9185	268	6	and	and	CCONJ
easat-9185	268	7	benefits	benefit	NOUN
easat-9185	268	8	of	of	ADP
easat-9185	268	9	the	the	DET
easat-9185	268	10	chatbot	chatbot	NOUN
easat-9185	268	11	in	in	ADP
easat-9185	268	12	the	the	DET
easat-9185	268	13	system	system	NOUN
easat-9185	268	14	include	include	VERB
easat-9185	268	15	:	:	PUNCT
easat-9185	268	16	•	•	NUM
easat-9185	268	17	automated	automate	VERB
easat-9185	268	18	customer	customer	NOUN
easat-9185	268	19	guidance	guidance	NOUN
easat-9185	268	20	:	:	PUNCT
easat-9185	269	1	right	right	ADV
easat-9185	269	2	from	from	ADP
easat-9185	269	3	the	the	DET
easat-9185	269	4	start	start	NOUN
easat-9185	269	5	,	,	PUNCT
easat-9185	269	6	chatbots	chatbot	NOUN
easat-9185	269	7	help	help	VERB
easat-9185	269	8	customers	customer	NOUN
easat-9185	269	9	visualize	visualize	VERB
easat-9185	269	10	what	what	DET
easat-9185	269	11	information	information	NOUN
easat-9185	269	12	they	they	PRON
easat-9185	269	13	need	need	VERB
easat-9185	269	14	to	to	PART
easat-9185	269	15	provide	provide	VERB
easat-9185	269	16	.	.	PUNCT
easat-9185	270	1	instead	instead	ADV
easat-9185	270	2	of	of	ADP
easat-9185	270	3	asking	ask	VERB
easat-9185	270	4	customers	customer	NOUN
easat-9185	270	5	to	to	PART
easat-9185	270	6	fill	fill	VERB
easat-9185	270	7	out	out	ADP
easat-9185	270	8	a	a	DET
easat-9185	270	9	long	long	ADJ
easat-9185	270	10	form	form	NOUN
easat-9185	270	11	with	with	ADP
easat-9185	270	12	fields	field	NOUN
easat-9185	270	13	(	(	PUNCT
easat-9185	270	14	service	service	NOUN
easat-9185	270	15	type	type	NOUN
easat-9185	270	16	,	,	PUNCT
easat-9185	270	17	number	number	NOUN
easat-9185	270	18	of	of	ADP
easat-9185	270	19	photos	photo	NOUN
easat-9185	270	20	,	,	PUNCT
easat-9185	270	21	detailed	detailed	ADJ
easat-9185	270	22	description	description	NOUN
easat-9185	270	23	,	,	PUNCT
easat-9185	270	24	etc	etc	X
easat-9185	270	25	.	.	X
easat-9185	270	26	)	)	PUNCT
easat-9185	270	27	,	,	PUNCT
easat-9185	270	28	chatbots	chatbot	NOUN
easat-9185	270	29	lead	lead	VERB
easat-9185	270	30	with	with	ADP
easat-9185	270	31	a	a	DET
easat-9185	270	32	question	question	NOUN
easat-9185	270	33	-	-	PUNCT
easat-9185	270	34	andanswer	andanswer	NOUN
easat-9185	270	35	conversation	conversation	NOUN
easat-9185	270	36	.	.	PUNCT
easat-9185	271	1	this	this	DET
easat-9185	271	2	approach	approach	NOUN
easat-9185	271	3	is	be	AUX
easat-9185	271	4	both	both	CCONJ
easat-9185	271	5	more	more	ADV
easat-9185	271	6	natural	natural	ADJ
easat-9185	271	7	and	and	CCONJ
easat-9185	271	8	ensures	ensure	VERB
easat-9185	271	9	that	that	SCONJ
easat-9185	271	10	important	important	ADJ
easat-9185	271	11	information	information	NOUN
easat-9185	271	12	is	be	AUX
easat-9185	271	13	not	not	PART
easat-9185	271	14	left	leave	VERB
easat-9185	271	15	out	out	ADP
easat-9185	271	16	.	.	PUNCT
easat-9185	272	1	for	for	ADP
easat-9185	272	2	example	example	NOUN
easat-9185	272	3	,	,	PUNCT
easat-9185	272	4	if	if	SCONJ
easat-9185	272	5	a	a	DET
easat-9185	272	6	customer	customer	NOUN
easat-9185	272	7	forgets	forget	VERB
easat-9185	272	8	to	to	PART
easat-9185	272	9	say	say	VERB
easat-9185	272	10	the	the	DET
easat-9185	272	11	number	number	NOUN
easat-9185	272	12	of	of	ADP
easat-9185	272	13	photos	photo	NOUN
easat-9185	272	14	,	,	PUNCT
easat-9185	272	15	the	the	DET
easat-9185	272	16	chatbot	chatbot	NOUN
easat-9185	272	17	will	will	AUX
easat-9185	272	18	proactively	proactively	ADV
easat-9185	272	19	ask	ask	VERB
easat-9185	272	20	“	"	PUNCT
easat-9185	272	21	how	how	SCONJ
easat-9185	272	22	many	many	ADJ
easat-9185	272	23	photos	photo	NOUN
easat-9185	272	24	do	do	AUX
easat-9185	272	25	you	you	PRON
easat-9185	272	26	need	need	VERB
easat-9185	272	27	to	to	PART
easat-9185	272	28	edit	edit	VERB
easat-9185	272	29	?	?	PUNCT
easat-9185	272	30	”	"	PUNCT
easat-9185	272	31	instead	instead	ADV
easat-9185	272	32	of	of	ADP
easat-9185	272	33	leaving	leave	VERB
easat-9185	272	34	it	it	PRON
easat-9185	272	35	blank	blank	ADJ
easat-9185	272	36	.	.	PUNCT
easat-9185	273	1	•	•	NUM
easat-9185	273	2	24/7	24/7	NUM
easat-9185	273	3	quick	quick	ADJ
easat-9185	273	4	response	response	NOUN
easat-9185	273	5	:	:	PUNCT
easat-9185	273	6	chatbots	chatbot	NOUN
easat-9185	273	7	are	be	AUX
easat-9185	273	8	constantly	constantly	ADV
easat-9185	273	9	running	run	VERB
easat-9185	273	10	,	,	PUNCT
easat-9185	273	11	ready	ready	ADJ
easat-9185	273	12	to	to	PART
easat-9185	273	13	answer	answer	VERB
easat-9185	273	14	frequently	frequently	ADV
easat-9185	273	15	asked	ask	VERB
easat-9185	273	16	questions	question	NOUN
easat-9185	273	17	almost	almost	ADV
easat-9185	273	18	instantly	instantly	ADV
easat-9185	273	19	.	.	PUNCT
easat-9185	274	1	questions	question	NOUN
easat-9185	274	2	like	like	ADP
easat-9185	274	3	“	"	PUNCT
easat-9185	274	4	how	how	SCONJ
easat-9185	274	5	much	much	ADJ
easat-9185	274	6	does	do	AUX
easat-9185	274	7	it	it	PRON
easat-9185	274	8	cost	cost	VERB
easat-9185	274	9	per	per	ADP
easat-9185	274	10	photo	photo	NOUN
easat-9185	274	11	”	"	PUNCT
easat-9185	274	12	or	or	CCONJ
easat-9185	274	13	“	"	PUNCT
easat-9185	274	14	how	how	SCONJ
easat-9185	274	15	long	long	ADV
easat-9185	274	16	does	do	AUX
easat-9185	274	17	it	it	PRON
easat-9185	274	18	take	take	VERB
easat-9185	274	19	to	to	PART
easat-9185	274	20	complete	complete	VERB
easat-9185	274	21	a	a	DET
easat-9185	274	22	2	2	NUM
easat-9185	274	23	-	-	PUNCT
easat-9185	274	24	minute	minute	NOUN
easat-9185	274	25	video	video	NOUN
easat-9185	274	26	”	"	PUNCT
easat-9185	274	27	will	will	AUX
easat-9185	274	28	be	be	AUX
easat-9185	274	29	looked	look	VERB
easat-9185	274	30	up	up	ADP
easat-9185	274	31	in	in	ADP
easat-9185	274	32	the	the	DET
easat-9185	274	33	knowledge	knowledge	NOUN
easat-9185	274	34	base	base	NOUN
easat-9185	274	35	by	by	ADP
easat-9185	274	36	the	the	DET
easat-9185	274	37	chatbot	chatbot	NOUN
easat-9185	274	38	and	and	CCONJ
easat-9185	274	39	answered	answer	VERB
easat-9185	274	40	accurately	accurately	ADV
easat-9185	274	41	and	and	CCONJ
easat-9185	274	42	consistently	consistently	ADV
easat-9185	274	43	.	.	PUNCT
easat-9185	275	1	this	this	PRON
easat-9185	275	2	creates	create	VERB
easat-9185	275	3	a	a	DET
easat-9185	275	4	seamless	seamless	ADJ
easat-9185	275	5	service	service	NOUN
easat-9185	275	6	experience	experience	NOUN
easat-9185	275	7	,	,	PUNCT
easat-9185	275	8	no	no	DET
easat-9185	275	9	waiting	waiting	NOUN
easat-9185	275	10	,	,	PUNCT
easat-9185	275	11	and	and	CCONJ
easat-9185	275	12	increases	increase	VERB
easat-9185	275	13	satisfaction	satisfaction	NOUN
easat-9185	275	14	.	.	PUNCT
easat-9185	276	1	as	as	SCONJ
easat-9185	276	2	studies	study	NOUN
easat-9185	276	3	have	have	AUX
easat-9185	276	4	shown	show	VERB
easat-9185	276	5	,	,	PUNCT
easat-9185	276	6	chatbots	chatbot	NOUN
easat-9185	276	7	can	can	AUX
easat-9185	276	8	handle	handle	VERB
easat-9185	276	9	most	most	ADJ
easat-9185	276	10	basic	basic	ADJ
easat-9185	276	11	support	support	NOUN
easat-9185	276	12	requests	request	NOUN
easat-9185	276	13	,	,	PUNCT
easat-9185	276	14	saving	save	VERB
easat-9185	276	15	businesses	business	NOUN
easat-9185	276	16	money	money	NOUN
easat-9185	276	17	and	and	CCONJ
easat-9185	276	18	time	time	NOUN
easat-9185	276	19	.	.	PUNCT
easat-9185	277	1	•	•	NOUN
easat-9185	277	2	personalize	personalize	VERB
easat-9185	277	3	communication	communication	NOUN
easat-9185	277	4	:	:	PUNCT
easat-9185	277	5	with	with	ADP
easat-9185	277	6	ai	ai	ADJ
easat-9185	277	7	integration	integration	NOUN
easat-9185	277	8	,	,	PUNCT
easat-9185	277	9	chatbots	chatbot	NOUN
easat-9185	277	10	can	can	AUX
easat-9185	277	11	analyze	analyze	VERB
easat-9185	277	12	customer	customer	NOUN
easat-9185	277	13	profiles	profile	NOUN
easat-9185	277	14	(	(	PUNCT
easat-9185	277	15	previous	previous	ADJ
easat-9185	277	16	order	order	NOUN
easat-9185	277	17	history	history	NOUN
easat-9185	277	18	,	,	PUNCT
easat-9185	277	19	expressed	express	VERB
easat-9185	277	20	preferences	preference	NOUN
easat-9185	277	21	)	)	PUNCT
easat-9185	277	22	to	to	PART
easat-9185	277	23	make	make	VERB
easat-9185	277	24	appropriate	appropriate	ADJ
easat-9185	277	25	suggestions	suggestion	NOUN
easat-9185	277	26	.	.	PUNCT
easat-9185	278	1	for	for	ADP
easat-9185	278	2	example	example	NOUN
easat-9185	278	3	,	,	PUNCT
easat-9185	278	4	if	if	SCONJ
easat-9185	278	5	a	a	DET
easat-9185	278	6	customer	customer	NOUN
easat-9185	278	7	has	have	AUX
easat-9185	278	8	used	use	VERB
easat-9185	278	9	a	a	DET
easat-9185	278	10	real	real	ADJ
easat-9185	278	11	estate	estate	NOUN
easat-9185	278	12	photo	photo	NOUN
easat-9185	278	13	editing	edit	VERB
easat-9185	278	14	service	service	NOUN
easat-9185	278	15	,	,	PUNCT
easat-9185	278	16	the	the	DET
easat-9185	278	17	next	next	ADJ
easat-9185	278	18	time	time	NOUN
easat-9185	278	19	the	the	DET
easat-9185	278	20	chatbot	chatbot	NOUN
easat-9185	278	21	can	can	AUX
easat-9185	278	22	suggest	suggest	VERB
easat-9185	278	23	,	,	PUNCT
easat-9185	278	24	“	"	PUNCT
easat-9185	278	25	would	would	AUX
easat-9185	278	26	you	you	PRON
easat-9185	278	27	like	like	VERB
easat-9185	278	28	to	to	PART
easat-9185	278	29	try	try	VERB
easat-9185	278	30	virtual	virtual	ADJ
easat-9185	278	31	interior	interior	ADJ
easat-9185	278	32	design	design	NOUN
easat-9185	278	33	services	service	NOUN
easat-9185	278	34	for	for	ADP
easat-9185	278	35	this	this	DET
easat-9185	278	36	empty	empty	ADJ
easat-9185	278	37	room	room	NOUN
easat-9185	278	38	?	?	PUNCT
easat-9185	279	1	many	many	ADJ
easat-9185	279	2	of	of	ADP
easat-9185	279	3	our	our	PRON
easat-9185	279	4	customers	customer	NOUN
easat-9185	279	5	find	find	VERB
easat-9185	279	6	that	that	SCONJ
easat-9185	279	7	their	their	PRON
easat-9185	279	8	homes	home	NOUN
easat-9185	279	9	sell	sell	VERB
easat-9185	279	10	faster	fast	ADV
easat-9185	279	11	with	with	ADP
easat-9185	279	12	virtual	virtual	ADJ
easat-9185	279	13	interior	interior	ADJ
easat-9185	279	14	design	design	NOUN
easat-9185	279	15	.	.	PUNCT
easat-9185	279	16	”	"	PUNCT
easat-9185	280	1	this	this	DET
easat-9185	280	2	personalization	personalization	NOUN
easat-9185	280	3	makes	make	VERB
easat-9185	280	4	customers	customer	NOUN
easat-9185	280	5	feel	feel	VERB
easat-9185	280	6	cared	care	VERB
easat-9185	280	7	for	for	ADP
easat-9185	280	8	and	and	CCONJ
easat-9185	280	9	can	can	AUX
easat-9185	280	10	increase	increase	VERB
easat-9185	280	11	the	the	DET
easat-9185	280	12	chance	chance	NOUN
easat-9185	280	13	of	of	ADP
easat-9185	280	14	upselling	upselle	VERB
easat-9185	280	15	services	service	NOUN
easat-9185	280	16	.	.	PUNCT
easat-9185	281	1	•	•	NUM
easat-9185	281	2	internal	internal	ADJ
easat-9185	281	3	support	support	NOUN
easat-9185	281	4	and	and	CCONJ
easat-9185	281	5	training	training	NOUN
easat-9185	281	6	:	:	PUNCT
easat-9185	281	7	beyond	beyond	ADP
easat-9185	281	8	just	just	ADV
easat-9185	281	9	interacting	interact	VERB
easat-9185	281	10	with	with	ADP
easat-9185	281	11	customers	customer	NOUN
easat-9185	281	12	,	,	PUNCT
easat-9185	281	13	chatbots	chatbot	NOUN
easat-9185	281	14	(	(	PUNCT
easat-9185	281	15	or	or	CCONJ
easat-9185	281	16	similar	similar	ADJ
easat-9185	281	17	ai	ai	NOUN
easat-9185	281	18	assistants	assistant	NOUN
easat-9185	281	19	)	)	PUNCT
easat-9185	281	20	can	can	AUX
easat-9185	281	21	also	also	ADV
easat-9185	281	22	support	support	VERB
easat-9185	281	23	internal	internal	ADJ
easat-9185	281	24	operations	operation	NOUN
easat-9185	281	25	teams	team	NOUN
easat-9185	281	26	.	.	PUNCT
easat-9185	282	1	for	for	ADP
easat-9185	282	2	example	example	NOUN
easat-9185	282	3	,	,	PUNCT
easat-9185	282	4	an	an	DET
easat-9185	282	5	editor	editor	NOUN
easat-9185	282	6	can	can	AUX
easat-9185	282	7	ask	ask	VERB
easat-9185	282	8	the	the	DET
easat-9185	282	9	chatbot	chatbot	NOUN
easat-9185	282	10	“	"	PUNCT
easat-9185	282	11	what	what	PRON
easat-9185	282	12	’s	’	VERB
easat-9185	282	13	the	the	DET
easat-9185	282	14	best	good	ADJ
easat-9185	282	15	way	way	NOUN
easat-9185	282	16	to	to	PART
easat-9185	282	17	process	process	VERB
easat-9185	282	18	backlit	backlit	ADJ
easat-9185	282	19	photos	photo	NOUN
easat-9185	282	20	”	"	PUNCT
easat-9185	282	21	and	and	CCONJ
easat-9185	282	22	the	the	DET
easat-9185	282	23	chatbot	chatbot	NOUN
easat-9185	282	24	(	(	PUNCT
easat-9185	282	25	based	base	VERB
easat-9185	282	26	on	on	ADP
easat-9185	282	27	its	its	PRON
easat-9185	282	28	accumulated	accumulate	VERB
easat-9185	282	29	knowledge	knowledge	NOUN
easat-9185	282	30	)	)	PUNCT
easat-9185	282	31	makes	make	VERB
easat-9185	282	32	suggestions	suggestion	NOUN
easat-9185	282	33	.	.	PUNCT
easat-9185	283	1	or	or	CCONJ
easat-9185	283	2	new	new	ADJ
easat-9185	283	3	employees	employee	NOUN
easat-9185	283	4	can	can	AUX
easat-9185	283	5	learn	learn	VERB
easat-9185	283	6	a	a	DET
easat-9185	283	7	process	process	NOUN
easat-9185	283	8	by	by	ADP
easat-9185	283	9	interacting	interact	VERB
easat-9185	283	10	with	with	ADP
easat-9185	283	11	the	the	DET
easat-9185	283	12	chatbot	chatbot	NOUN
easat-9185	283	13	instead	instead	ADV
easat-9185	283	14	of	of	ADP
easat-9185	283	15	reading	read	VERB
easat-9185	283	16	documentation	documentation	NOUN
easat-9185	283	17	.	.	PUNCT
easat-9185	284	1	in	in	ADP
easat-9185	284	2	terms	term	NOUN
easat-9185	284	3	of	of	ADP
easat-9185	284	4	implementation	implementation	NOUN
easat-9185	284	5	,	,	PUNCT
easat-9185	284	6	chatbots	chatbot	NOUN
easat-9185	284	7	are	be	AUX
easat-9185	284	8	built	build	VERB
easat-9185	284	9	on	on	ADP
easat-9185	284	10	modern	modern	ADJ
easat-9185	284	11	conversational	conversational	ADJ
easat-9185	284	12	frameworks	framework	NOUN
easat-9185	284	13	(	(	PUNCT
easat-9185	284	14	platforms	platform	NOUN
easat-9185	284	15	like	like	ADP
easat-9185	284	16	rasa	rasa	PROPN
easat-9185	284	17	,	,	PUNCT
easat-9185	284	18	dialogflow	dialogflow	ADJ
easat-9185	284	19	,	,	PUNCT
easat-9185	284	20	or	or	CCONJ
easat-9185	284	21	even	even	ADV
easat-9185	284	22	fine	fine	ADV
easat-9185	284	23	-	-	PUNCT
easat-9185	284	24	tuned	tune	VERB
easat-9185	284	25	gpt	gpt	NOUN
easat-9185	284	26	frameworks	framework	NOUN
easat-9185	284	27	can	can	AUX
easat-9185	284	28	be	be	AUX
easat-9185	284	29	used	use	VERB
easat-9185	284	30	for	for	ADP
easat-9185	284	31	this	this	DET
easat-9185	284	32	purpose	purpose	NOUN
easat-9185	284	33	)	)	PUNCT
easat-9185	284	34	.	.	PUNCT
easat-9185	285	1	the	the	DET
easat-9185	285	2	chatbot	chatbot	NOUN
easat-9185	285	3	's	's	PART
easat-9185	285	4	brain	brain	NOUN
easat-9185	285	5	consists	consist	VERB
easat-9185	285	6	of	of	ADP
easat-9185	285	7	a	a	DET
easat-9185	285	8	dialogue	dialogue	NOUN
easat-9185	285	9	flow	flow	NOUN
easat-9185	285	10	repository	repository	NOUN
easat-9185	285	11	and	and	CCONJ
easat-9185	285	12	a	a	DET
easat-9185	285	13	service	service	NOUN
easat-9185	285	14	knowledge	knowledge	NOUN
easat-9185	285	15	base	base	NOUN
easat-9185	285	16	(	(	PUNCT
easat-9185	285	17	faqs	faqs	NOUN
easat-9185	285	18	,	,	PUNCT
easat-9185	285	19	policies	policy	NOUN
easat-9185	285	20	,	,	PUNCT
easat-9185	285	21	pricing	pricing	NOUN
easat-9185	285	22	,	,	PUNCT
easat-9185	285	23	etc	etc	X
easat-9185	285	24	.	.	X
easat-9185	285	25	)	)	PUNCT
easat-9185	285	26	.	.	PUNCT
easat-9185	286	1	2376	2376	NUM
easat-9185	286	2	edelweiss	edelweiss	PROPN
easat-9185	286	3	applied	apply	VERB
easat-9185	286	4	science	science	NOUN
easat-9185	286	5	and	and	CCONJ
easat-9185	286	6	technology	technology	NOUN
easat-9185	286	7	issn	issn	PROPN
easat-9185	286	8	:	:	PUNCT
easat-9185	286	9	2576	2576	NUM
easat-9185	286	10	-	-	SYM
easat-9185	286	11	8484	8484	NUM
easat-9185	286	12	vol	vol	NOUN
easat-9185	286	13	.	.	PROPN
easat-9185	287	1	9	9	NUM
easat-9185	287	2	,	,	PUNCT
easat-9185	287	3	no	no	INTJ
easat-9185	287	4	.	.	NOUN
easat-9185	287	5	7	7	NUM
easat-9185	287	6	:	:	SYM
easat-9185	287	7	2365	2365	NUM
easat-9185	287	8	-	-	SYM
easat-9185	287	9	2381	2381	NUM
easat-9185	287	10	,	,	PUNCT
easat-9185	287	11	2025	2025	NUM
easat-9185	287	12	doi	doi	NOUN
easat-9185	287	13	:	:	PUNCT
easat-9185	287	14	10.55214/2576	10.55214/2576	NUM
easat-9185	287	15	-	-	SYM
easat-9185	287	16	8484.v9i7.9185	8484.v9i7.9185	NOUN
easat-9185	288	1	©	©	PROPN
easat-9185	288	2	2025	2025	NUM
easat-9185	288	3	by	by	ADP
easat-9185	288	4	the	the	DET
easat-9185	288	5	authors	author	NOUN
easat-9185	288	6	;	;	PUNCT
easat-9185	288	7	licensee	licensee	PROPN
easat-9185	288	8	learning	learn	VERB
easat-9185	288	9	gate	gate	PROPN
easat-9185	288	10	chatbots	chatbots	PROPN
easat-9185	288	11	interact	interact	VERB
easat-9185	288	12	via	via	ADP
easat-9185	288	13	multiple	multiple	ADJ
easat-9185	288	14	channels	channel	NOUN
easat-9185	288	15	:	:	PUNCT
easat-9185	288	16	integrate	integrate	VERB
easat-9185	288	17	directly	directly	ADV
easat-9185	288	18	into	into	ADP
easat-9185	288	19	the	the	DET
easat-9185	288	20	web	web	NOUN
easat-9185	288	21	/	/	SYM
easat-9185	288	22	app	app	NOUN
easat-9185	288	23	,	,	PUNCT
easat-9185	288	24	and	and	CCONJ
easat-9185	288	25	can	can	AUX
easat-9185	288	26	be	be	AUX
easat-9185	288	27	extended	extend	VERB
easat-9185	288	28	via	via	ADP
easat-9185	288	29	facebook	facebook	NOUN
easat-9185	288	30	messenger	messenger	NOUN
easat-9185	288	31	,	,	PUNCT
easat-9185	288	32	zalo	zalo	NOUN
easat-9185	288	33	or	or	CCONJ
easat-9185	288	34	other	other	ADJ
easat-9185	288	35	popular	popular	ADJ
easat-9185	288	36	chat	chat	NOUN
easat-9185	288	37	channels	channel	NOUN
easat-9185	288	38	for	for	ADP
easat-9185	288	39	customer	customer	NOUN
easat-9185	288	40	convenience	convenience	NOUN
easat-9185	288	41	.	.	PUNCT
easat-9185	289	1	the	the	DET
easat-9185	289	2	key	key	NOUN
easat-9185	289	3	is	be	AUX
easat-9185	289	4	to	to	PART
easat-9185	289	5	make	make	VERB
easat-9185	289	6	sure	sure	ADJ
easat-9185	289	7	the	the	DET
easat-9185	289	8	chatbot	chatbot	NOUN
easat-9185	289	9	understands	understand	VERB
easat-9185	289	10	the	the	DET
easat-9185	289	11	message	message	NOUN
easat-9185	289	12	and	and	CCONJ
easat-9185	289	13	responds	respond	VERB
easat-9185	289	14	appropriately	appropriately	ADV
easat-9185	289	15	.	.	PUNCT
easat-9185	290	1	therefore	therefore	ADV
easat-9185	290	2	,	,	PUNCT
easat-9185	290	3	the	the	DET
easat-9185	290	4	chatbot	chatbot	NOUN
easat-9185	290	5	development	development	NOUN
easat-9185	290	6	process	process	NOUN
easat-9185	290	7	will	will	AUX
easat-9185	290	8	include	include	VERB
easat-9185	290	9	a	a	DET
easat-9185	290	10	training	training	NOUN
easat-9185	290	11	phase	phase	NOUN
easat-9185	290	12	with	with	ADP
easat-9185	290	13	many	many	ADJ
easat-9185	290	14	real	real	ADJ
easat-9185	290	15	customer	customer	NOUN
easat-9185	290	16	questions	question	NOUN
easat-9185	290	17	,	,	PUNCT
easat-9185	290	18	and	and	CCONJ
easat-9185	290	19	continuous	continuous	ADJ
easat-9185	290	20	improvement	improvement	NOUN
easat-9185	290	21	based	base	VERB
easat-9185	290	22	on	on	ADP
easat-9185	290	23	feedback	feedback	NOUN
easat-9185	290	24	.	.	PUNCT
easat-9185	291	1	if	if	SCONJ
easat-9185	291	2	the	the	DET
easat-9185	291	3	chatbot	chatbot	NOUN
easat-9185	291	4	encounters	encounter	VERB
easat-9185	291	5	a	a	DET
easat-9185	291	6	question	question	NOUN
easat-9185	291	7	that	that	PRON
easat-9185	291	8	is	be	AUX
easat-9185	291	9	outside	outside	ADP
easat-9185	291	10	its	its	PRON
easat-9185	291	11	knowledge	knowledge	NOUN
easat-9185	291	12	,	,	PUNCT
easat-9185	291	13	it	it	PRON
easat-9185	291	14	will	will	AUX
easat-9185	291	15	politely	politely	ADV
easat-9185	291	16	apologize	apologize	VERB
easat-9185	291	17	and	and	CCONJ
easat-9185	291	18	transfer	transfer	VERB
easat-9185	291	19	to	to	ADP
easat-9185	291	20	a	a	DET
easat-9185	291	21	real	real	ADJ
easat-9185	291	22	person	person	NOUN
easat-9185	291	23	for	for	ADP
easat-9185	291	24	support	support	NOUN
easat-9185	291	25	(	(	PUNCT
easat-9185	291	26	there	there	PRON
easat-9185	291	27	is	be	VERB
easat-9185	291	28	a	a	DET
easat-9185	291	29	mode	mode	NOUN
easat-9185	291	30	that	that	PRON
easat-9185	291	31	allows	allow	VERB
easat-9185	291	32	a	a	DET
easat-9185	291	33	human	human	ADJ
easat-9185	291	34	operator	operator	NOUN
easat-9185	291	35	to	to	PART
easat-9185	291	36	take	take	VERB
easat-9185	291	37	over	over	ADP
easat-9185	291	38	the	the	DET
easat-9185	291	39	chat	chat	NOUN
easat-9185	291	40	when	when	SCONJ
easat-9185	291	41	needed	need	VERB
easat-9185	291	42	)	)	PUNCT
easat-9185	291	43	.	.	PUNCT
easat-9185	292	1	4.3	4.3	NUM
easat-9185	292	2	.	.	PUNCT
easat-9185	293	1	cloud	cloud	ADJ
easat-9185	293	2	-	-	PUNCT
easat-9185	293	3	native	native	ADJ
easat-9185	293	4	architecture	architecture	NOUN
easat-9185	293	5	and	and	CCONJ
easat-9185	293	6	scalability	scalability	NOUN
easat-9185	293	7	the	the	DET
easat-9185	293	8	system	system	NOUN
easat-9185	293	9	is	be	AUX
easat-9185	293	10	deployed	deploy	VERB
easat-9185	293	11	entirely	entirely	ADV
easat-9185	293	12	on	on	ADP
easat-9185	293	13	the	the	DET
easat-9185	293	14	cloud	cloud	NOUN
easat-9185	293	15	computing	compute	VERB
easat-9185	293	16	platform	platform	NOUN
easat-9185	293	17	(	(	PUNCT
easat-9185	293	18	cloud	cloud	NOUN
easat-9185	293	19	)	)	PUNCT
easat-9185	293	20	according	accord	VERB
easat-9185	293	21	to	to	ADP
easat-9185	293	22	the	the	DET
easat-9185	293	23	cloudnative	cloudnative	ADJ
easat-9185	293	24	philosophy	philosophy	NOUN
easat-9185	293	25	,	,	PUNCT
easat-9185	293	26	taking	take	VERB
easat-9185	293	27	full	full	ADJ
easat-9185	293	28	advantage	advantage	NOUN
easat-9185	293	29	of	of	ADP
easat-9185	293	30	the	the	DET
easat-9185	293	31	flexibility	flexibility	NOUN
easat-9185	293	32	and	and	CCONJ
easat-9185	293	33	performance	performance	NOUN
easat-9185	293	34	of	of	ADP
easat-9185	293	35	this	this	DET
easat-9185	293	36	infrastructure	infrastructure	NOUN
easat-9185	293	37	.	.	PUNCT
easat-9185	294	1	some	some	DET
easat-9185	294	2	outstanding	outstanding	ADJ
easat-9185	294	3	features	feature	NOUN
easat-9185	294	4	of	of	ADP
easat-9185	294	5	the	the	DET
easat-9185	294	6	cloud	cloud	ADJ
easat-9185	294	7	architecture	architecture	NOUN
easat-9185	294	8	in	in	ADP
easat-9185	294	9	the	the	DET
easat-9185	294	10	system	system	NOUN
easat-9185	294	11	are	be	AUX
easat-9185	294	12	as	as	SCONJ
easat-9185	294	13	follows	follow	VERB
easat-9185	294	14	:	:	PUNCT
easat-9185	294	15	•	•	NUM
easat-9185	294	16	microservices	microservice	NOUN
easat-9185	294	17	&	&	CCONJ
easat-9185	294	18	containerization	containerization	NOUN
easat-9185	294	19	:	:	PUNCT
easat-9185	294	20	as	as	SCONJ
easat-9185	294	21	mentioned	mention	VERB
easat-9185	294	22	in	in	ADP
easat-9185	294	23	the	the	DET
easat-9185	294	24	architecture	architecture	NOUN
easat-9185	294	25	section	section	NOUN
easat-9185	294	26	,	,	PUNCT
easat-9185	294	27	the	the	DET
easat-9185	294	28	system	system	NOUN
easat-9185	294	29	is	be	AUX
easat-9185	294	30	divided	divide	VERB
easat-9185	294	31	into	into	ADP
easat-9185	294	32	many	many	ADJ
easat-9185	294	33	small	small	ADJ
easat-9185	294	34	services	service	NOUN
easat-9185	294	35	(	(	PUNCT
easat-9185	294	36	microservices	microservice	NOUN
easat-9185	294	37	)	)	PUNCT
easat-9185	294	38	deployed	deploy	VERB
easat-9185	294	39	independently	independently	ADV
easat-9185	294	40	.	.	PUNCT
easat-9185	295	1	each	each	DET
easat-9185	295	2	microservice	microservice	NOUN
easat-9185	295	3	(	(	PUNCT
easat-9185	295	4	e.g.	e.g.	ADV
easat-9185	295	5	image	image	NOUN
easat-9185	295	6	processing	processing	NOUN
easat-9185	295	7	service	service	NOUN
easat-9185	295	8	,	,	PUNCT
easat-9185	295	9	chatbot	chatbot	NOUN
easat-9185	295	10	service	service	NOUN
easat-9185	295	11	,	,	PUNCT
easat-9185	295	12	payment	payment	NOUN
easat-9185	295	13	service	service	NOUN
easat-9185	295	14	)	)	PUNCT
easat-9185	295	15	is	be	AUX
easat-9185	295	16	packaged	package	VERB
easat-9185	295	17	in	in	ADP
easat-9185	295	18	containers	container	NOUN
easat-9185	295	19	(	(	PUNCT
easat-9185	295	20	docker	docker	PROPN
easat-9185	295	21	)	)	PUNCT
easat-9185	295	22	and	and	CCONJ
easat-9185	295	23	managed	manage	VERB
easat-9185	295	24	by	by	ADP
easat-9185	295	25	a	a	DET
easat-9185	295	26	container	container	NOUN
easat-9185	295	27	orchestration	orchestration	NOUN
easat-9185	295	28	system	system	NOUN
easat-9185	295	29	(	(	PUNCT
easat-9185	295	30	such	such	ADJ
easat-9185	295	31	as	as	ADP
easat-9185	295	32	kubernetes	kubernete	NOUN
easat-9185	295	33	)	)	PUNCT
easat-9185	295	34	.	.	PUNCT
easat-9185	296	1	this	this	DET
easat-9185	296	2	approach	approach	NOUN
easat-9185	296	3	allows	allow	VERB
easat-9185	296	4	for	for	ADP
easat-9185	296	5	distributed	distribute	VERB
easat-9185	296	6	deployment	deployment	NOUN
easat-9185	296	7	across	across	ADP
easat-9185	296	8	multiple	multiple	ADJ
easat-9185	296	9	cloud	cloud	NOUN
easat-9185	296	10	servers	server	NOUN
easat-9185	296	11	,	,	PUNCT
easat-9185	296	12	easily	easily	ADV
easat-9185	296	13	expanding	expand	VERB
easat-9185	296	14	or	or	CCONJ
easat-9185	296	15	shrinking	shrink	VERB
easat-9185	296	16	each	each	DET
easat-9185	296	17	service	service	NOUN
easat-9185	296	18	depending	depend	VERB
easat-9185	296	19	on	on	ADP
easat-9185	296	20	the	the	DET
easat-9185	296	21	load	load	NOUN
easat-9185	296	22	.	.	PUNCT
easat-9185	297	1	when	when	SCONJ
easat-9185	297	2	demand	demand	NOUN
easat-9185	297	3	increases	increase	NOUN
easat-9185	297	4	,	,	PUNCT
easat-9185	297	5	the	the	DET
easat-9185	297	6	system	system	NOUN
easat-9185	297	7	only	only	ADV
easat-9185	297	8	needs	need	VERB
easat-9185	297	9	to	to	PART
easat-9185	297	10	create	create	VERB
easat-9185	297	11	more	more	ADJ
easat-9185	297	12	copies	copy	NOUN
easat-9185	297	13	of	of	ADP
easat-9185	297	14	the	the	DET
easat-9185	297	15	container	container	NOUN
easat-9185	297	16	of	of	ADP
easat-9185	297	17	the	the	DET
easat-9185	297	18	“	"	PUNCT
easat-9185	297	19	hot	hot	ADJ
easat-9185	297	20	”	"	PUNCT
easat-9185	297	21	service	service	NOUN
easat-9185	297	22	(	(	PUNCT
easat-9185	297	23	scale	scale	NOUN
easat-9185	297	24	-	-	PUNCT
easat-9185	297	25	out	out	NOUN
easat-9185	297	26	)	)	PUNCT
easat-9185	297	27	for	for	ADP
easat-9185	297	28	example	example	NOUN
easat-9185	297	29	,	,	PUNCT
easat-9185	297	30	doubling	double	VERB
easat-9185	297	31	the	the	DET
easat-9185	297	32	number	number	NOUN
easat-9185	297	33	of	of	ADP
easat-9185	297	34	containers	container	NOUN
easat-9185	297	35	of	of	ADP
easat-9185	297	36	the	the	DET
easat-9185	297	37	ai	ai	PROPN
easat-9185	297	38	photo	photo	NOUN
easat-9185	297	39	editing	edit	VERB
easat-9185	297	40	microservice	microservice	NOUN
easat-9185	297	41	when	when	SCONJ
easat-9185	297	42	there	there	PRON
easat-9185	297	43	is	be	VERB
easat-9185	297	44	a	a	DET
easat-9185	297	45	campaign	campaign	NOUN
easat-9185	297	46	with	with	ADP
easat-9185	297	47	many	many	ADJ
easat-9185	297	48	photos	photo	NOUN
easat-9185	297	49	.	.	PUNCT
easat-9185	298	1	thanks	thank	NOUN
easat-9185	298	2	to	to	ADP
easat-9185	298	3	that	that	PRON
easat-9185	298	4	,	,	PUNCT
easat-9185	298	5	scalability	scalability	NOUN
easat-9185	298	6	is	be	AUX
easat-9185	298	7	guaranteed	guarantee	VERB
easat-9185	298	8	to	to	PART
easat-9185	298	9	be	be	AUX
easat-9185	298	10	virtually	virtually	ADV
easat-9185	298	11	unlimited	unlimited	ADJ
easat-9185	298	12	.	.	PUNCT
easat-9185	299	1	•	•	NUM
easat-9185	299	2	automatic	automatic	ADJ
easat-9185	299	3	resource	resource	NOUN
easat-9185	299	4	allocation	allocation	NOUN
easat-9185	299	5	:	:	PUNCT
easat-9185	299	6	cloud	cloud	NOUN
easat-9185	299	7	enables	enable	VERB
easat-9185	299	8	the	the	DET
easat-9185	299	9	use	use	NOUN
easat-9185	299	10	of	of	ADP
easat-9185	299	11	auto	auto	NOUN
easat-9185	299	12	-	-	PUNCT
easat-9185	299	13	scaling	scaling	NOUN
easat-9185	299	14	and	and	CCONJ
easat-9185	299	15	load	load	NOUN
easat-9185	299	16	balancing	balance	VERB
easat-9185	299	17	solutions	solution	NOUN
easat-9185	299	18	.	.	PUNCT
easat-9185	300	1	the	the	DET
easat-9185	300	2	system	system	NOUN
easat-9185	300	3	continuously	continuously	ADV
easat-9185	300	4	monitors	monitor	VERB
easat-9185	300	5	metrics	metric	NOUN
easat-9185	300	6	such	such	ADJ
easat-9185	300	7	as	as	ADP
easat-9185	300	8	cpu	cpu	NOUN
easat-9185	300	9	,	,	PUNCT
easat-9185	300	10	ram	ram	NOUN
easat-9185	300	11	,	,	PUNCT
easat-9185	300	12	and	and	CCONJ
easat-9185	300	13	request	request	VERB
easat-9185	300	14	queues	queue	NOUN
easat-9185	300	15	of	of	ADP
easat-9185	300	16	each	each	DET
easat-9185	300	17	microservice	microservice	NOUN
easat-9185	300	18	.	.	PUNCT
easat-9185	301	1	when	when	SCONJ
easat-9185	301	2	the	the	DET
easat-9185	301	3	load	load	NOUN
easat-9185	301	4	increases	increase	VERB
easat-9185	301	5	beyond	beyond	ADP
easat-9185	301	6	the	the	DET
easat-9185	301	7	threshold	threshold	NOUN
easat-9185	301	8	,	,	PUNCT
easat-9185	301	9	the	the	DET
easat-9185	301	10	system	system	NOUN
easat-9185	301	11	automatically	automatically	ADV
easat-9185	301	12	creates	create	VERB
easat-9185	301	13	more	more	ADJ
easat-9185	301	14	instances	instance	NOUN
easat-9185	301	15	;	;	PUNCT
easat-9185	301	16	conversely	conversely	ADV
easat-9185	301	17	,	,	PUNCT
easat-9185	301	18	when	when	SCONJ
easat-9185	301	19	the	the	DET
easat-9185	301	20	load	load	NOUN
easat-9185	301	21	decreases	decrease	VERB
easat-9185	301	22	,	,	PUNCT
easat-9185	301	23	it	it	PRON
easat-9185	301	24	will	will	AUX
easat-9185	301	25	withdraw	withdraw	VERB
easat-9185	301	26	them	they	PRON
easat-9185	301	27	to	to	PART
easat-9185	301	28	save	save	VERB
easat-9185	301	29	costs	cost	NOUN
easat-9185	301	30	.	.	PUNCT
easat-9185	302	1	requests	request	NOUN
easat-9185	302	2	from	from	ADP
easat-9185	302	3	users	user	NOUN
easat-9185	302	4	are	be	AUX
easat-9185	302	5	distributed	distribute	VERB
easat-9185	302	6	evenly	evenly	ADV
easat-9185	302	7	through	through	ADP
easat-9185	302	8	the	the	DET
easat-9185	302	9	load	load	NOUN
easat-9185	302	10	balancer	balancer	NOUN
easat-9185	302	11	so	so	SCONJ
easat-9185	302	12	that	that	SCONJ
easat-9185	302	13	no	no	DET
easat-9185	302	14	server	server	NOUN
easat-9185	302	15	is	be	AUX
easat-9185	302	16	overloaded	overload	VERB
easat-9185	302	17	.	.	PUNCT
easat-9185	303	1	this	this	PRON
easat-9185	303	2	is	be	AUX
easat-9185	303	3	important	important	ADJ
easat-9185	303	4	to	to	PART
easat-9185	303	5	maintain	maintain	VERB
easat-9185	303	6	fast	fast	ADJ
easat-9185	303	7	response	response	NOUN
easat-9185	303	8	times	time	NOUN
easat-9185	303	9	and	and	CCONJ
easat-9185	303	10	avoid	avoid	VERB
easat-9185	303	11	service	service	NOUN
easat-9185	303	12	interruptions	interruption	NOUN
easat-9185	303	13	when	when	SCONJ
easat-9185	303	14	there	there	PRON
easat-9185	303	15	are	be	VERB
easat-9185	303	16	many	many	ADJ
easat-9185	303	17	concurrent	concurrent	ADJ
easat-9185	303	18	users	user	NOUN
easat-9185	303	19	.	.	PUNCT
easat-9185	304	1	•	•	NUM
easat-9185	304	2	high	high	ADJ
easat-9185	304	3	availability	availability	NOUN
easat-9185	304	4	:	:	PUNCT
easat-9185	304	5	cloud	cloud	NOUN
easat-9185	304	6	infrastructure	infrastructure	NOUN
easat-9185	304	7	allows	allow	VERB
easat-9185	304	8	critical	critical	ADJ
easat-9185	304	9	components	component	NOUN
easat-9185	304	10	to	to	PART
easat-9185	304	11	run	run	VERB
easat-9185	304	12	in	in	ADP
easat-9185	304	13	clusters	cluster	NOUN
easat-9185	304	14	of	of	ADP
easat-9185	304	15	servers	server	NOUN
easat-9185	304	16	in	in	ADP
easat-9185	304	17	different	different	ADJ
easat-9185	304	18	geographical	geographical	ADJ
easat-9185	304	19	regions	region	NOUN
easat-9185	304	20	.	.	PUNCT
easat-9185	305	1	our	our	PRON
easat-9185	305	2	system	system	NOUN
easat-9185	305	3	can	can	AUX
easat-9185	305	4	deploy	deploy	VERB
easat-9185	305	5	service	service	NOUN
easat-9185	305	6	nodes	node	NOUN
easat-9185	305	7	in	in	ADP
easat-9185	305	8	multi	multi	ADJ
easat-9185	305	9	-	-	NOUN
easat-9185	305	10	regions	region	NOUN
easat-9185	305	11	(	(	PUNCT
easat-9185	305	12	e.g.	e.g.	ADV
easat-9185	305	13	main	main	ADJ
easat-9185	305	14	cluster	cluster	NOUN
easat-9185	305	15	in	in	ADP
easat-9185	305	16	singapore	singapore	PROPN
easat-9185	305	17	,	,	PUNCT
easat-9185	305	18	secondary	secondary	ADJ
easat-9185	305	19	cluster	cluster	NOUN
easat-9185	305	20	in	in	ADP
easat-9185	305	21	the	the	DET
easat-9185	305	22	us	us	PROPN
easat-9185	305	23	)	)	PUNCT
easat-9185	305	24	to	to	PART
easat-9185	305	25	serve	serve	VERB
easat-9185	305	26	global	global	ADJ
easat-9185	305	27	customers	customer	NOUN
easat-9185	305	28	with	with	ADP
easat-9185	305	29	low	low	ADJ
easat-9185	305	30	latency	latency	NOUN
easat-9185	305	31	,	,	PUNCT
easat-9185	305	32	and	and	CCONJ
easat-9185	305	33	also	also	ADV
easat-9185	305	34	provide	provide	VERB
easat-9185	305	35	backup	backup	NOUN
easat-9185	305	36	when	when	SCONJ
easat-9185	305	37	a	a	DET
easat-9185	305	38	data	data	NOUN
easat-9185	305	39	center	center	NOUN
easat-9185	305	40	fails	fail	VERB
easat-9185	305	41	.	.	PUNCT
easat-9185	306	1	data	datum	NOUN
easat-9185	306	2	(	(	PUNCT
easat-9185	306	3	photos	photo	NOUN
easat-9185	306	4	,	,	PUNCT
easat-9185	306	5	videos	video	NOUN
easat-9185	306	6	)	)	PUNCT
easat-9185	306	7	are	be	AUX
easat-9185	306	8	also	also	ADV
easat-9185	306	9	backed	back	VERB
easat-9185	306	10	up	up	ADP
easat-9185	306	11	across	across	ADP
easat-9185	306	12	multiple	multiple	ADJ
easat-9185	306	13	storage	storage	NOUN
easat-9185	306	14	regions	region	NOUN
easat-9185	306	15	to	to	PART
easat-9185	306	16	avoid	avoid	VERB
easat-9185	306	17	loss	loss	NOUN
easat-9185	306	18	.	.	PUNCT
easat-9185	307	1	thanks	thank	NOUN
easat-9185	307	2	to	to	ADP
easat-9185	307	3	that	that	PRON
easat-9185	307	4	,	,	PUNCT
easat-9185	307	5	the	the	DET
easat-9185	307	6	system	system	NOUN
easat-9185	307	7	is	be	AUX
easat-9185	307	8	highly	highly	ADV
easat-9185	307	9	reliable	reliable	ADJ
easat-9185	307	10	,	,	PUNCT
easat-9185	307	11	not	not	PART
easat-9185	307	12	dependent	dependent	ADJ
easat-9185	307	13	on	on	ADP
easat-9185	307	14	a	a	DET
easat-9185	307	15	single	single	ADJ
easat-9185	307	16	point	point	NOUN
easat-9185	307	17	of	of	ADP
easat-9185	307	18	failure	failure	NOUN
easat-9185	307	19	.	.	PUNCT
easat-9185	308	1	•	•	NUM
easat-9185	308	2	cloud	cloud	NOUN
easat-9185	308	3	ai	ai	VERB
easat-9185	308	4	and	and	CCONJ
easat-9185	308	5	data	datum	NOUN
easat-9185	308	6	services	service	NOUN
easat-9185	308	7	:	:	PUNCT
easat-9185	308	8	processing	process	VERB
easat-9185	308	9	heavy	heavy	ADJ
easat-9185	308	10	ai	ai	NOUN
easat-9185	308	11	tasks	task	NOUN
easat-9185	308	12	(	(	PUNCT
easat-9185	308	13	such	such	ADJ
easat-9185	308	14	as	as	ADP
easat-9185	308	15	training	train	VERB
easat-9185	308	16	new	new	ADJ
easat-9185	308	17	models	model	NOUN
easat-9185	308	18	or	or	CCONJ
easat-9185	308	19	running	run	VERB
easat-9185	308	20	large	large	ADJ
easat-9185	308	21	models	model	NOUN
easat-9185	308	22	)	)	PUNCT
easat-9185	308	23	can	can	AUX
easat-9185	308	24	take	take	VERB
easat-9185	308	25	advantage	advantage	NOUN
easat-9185	308	26	of	of	ADP
easat-9185	308	27	cloud	cloud	NOUN
easat-9185	308	28	ai	ai	PROPN
easat-9185	308	29	services	service	NOUN
easat-9185	308	30	(	(	PUNCT
easat-9185	308	31	such	such	ADJ
easat-9185	308	32	as	as	ADP
easat-9185	308	33	gpu	gpu	PROPN
easat-9185	308	34	/	/	SYM
easat-9185	308	35	tpu	tpu	NOUN
easat-9185	308	36	instances	instance	NOUN
easat-9185	308	37	of	of	ADP
easat-9185	308	38	google	google	PROPN
easat-9185	308	39	cloud	cloud	PROPN
easat-9185	308	40	,	,	PUNCT
easat-9185	308	41	aws	aws	PROPN
easat-9185	308	42	sagemaker	sagemaker	PROPN
easat-9185	308	43	,	,	PUNCT
easat-9185	308	44	etc	etc	X
easat-9185	308	45	.	.	X
easat-9185	308	46	)	)	PUNCT
easat-9185	308	47	.	.	PUNCT
easat-9185	309	1	instead	instead	ADV
easat-9185	309	2	of	of	ADP
easat-9185	309	3	investing	invest	VERB
easat-9185	309	4	in	in	ADP
easat-9185	309	5	expensive	expensive	ADJ
easat-9185	309	6	physical	physical	ADJ
easat-9185	309	7	clusters	cluster	NOUN
easat-9185	309	8	,	,	PUNCT
easat-9185	309	9	the	the	DET
easat-9185	309	10	system	system	NOUN
easat-9185	309	11	rents	rent	NOUN
easat-9185	309	12	ai	ai	VERB
easat-9185	309	13	resources	resource	NOUN
easat-9185	309	14	when	when	SCONJ
easat-9185	309	15	needed	need	VERB
easat-9185	309	16	,	,	PUNCT
easat-9185	309	17	helping	help	VERB
easat-9185	309	18	to	to	PART
easat-9185	309	19	optimize	optimize	VERB
easat-9185	309	20	costs	cost	NOUN
easat-9185	309	21	.	.	PUNCT
easat-9185	310	1	similarly	similarly	ADV
easat-9185	310	2	,	,	PUNCT
easat-9185	310	3	relational	relational	ADJ
easat-9185	310	4	and	and	CCONJ
easat-9185	310	5	non	non	ADJ
easat-9185	310	6	-	-	ADJ
easat-9185	310	7	relational	relational	ADJ
easat-9185	310	8	databases	database	NOUN
easat-9185	310	9	can	can	AUX
easat-9185	310	10	be	be	AUX
easat-9185	310	11	used	use	VERB
easat-9185	310	12	as	as	ADP
easat-9185	310	13	managed	manage	VERB
easat-9185	310	14	db	db	PROPN
easat-9185	310	15	services	service	NOUN
easat-9185	310	16	on	on	ADP
easat-9185	310	17	the	the	DET
easat-9185	310	18	cloud	cloud	NOUN
easat-9185	310	19	,	,	PUNCT
easat-9185	310	20	which	which	PRON
easat-9185	310	21	are	be	AUX
easat-9185	310	22	both	both	CCONJ
easat-9185	310	23	scalable	scalable	ADJ
easat-9185	310	24	and	and	CCONJ
easat-9185	310	25	secure	secure	ADJ
easat-9185	310	26	(	(	PUNCT
easat-9185	310	27	regularly	regularly	ADV
easat-9185	310	28	backed	back	VERB
easat-9185	310	29	up	up	ADP
easat-9185	310	30	,	,	PUNCT
easat-9185	310	31	continuously	continuously	ADV
easat-9185	310	32	updated	update	VERB
easat-9185	310	33	with	with	ADP
easat-9185	310	34	security	security	NOUN
easat-9185	310	35	patches	patch	NOUN
easat-9185	310	36	)	)	PUNCT
easat-9185	310	37	.	.	PUNCT
easat-9185	311	1	•	•	NUM
easat-9185	311	2	continuous	continuous	ADJ
easat-9185	311	3	integration	integration	NOUN
easat-9185	311	4	and	and	CCONJ
easat-9185	311	5	deployment	deployment	NOUN
easat-9185	311	6	(	(	PUNCT
easat-9185	311	7	ci	ci	NOUN
easat-9185	311	8	/	/	SYM
easat-9185	311	9	cd	cd	PROPN
easat-9185	311	10	):	):	PUNCT
easat-9185	311	11	cloud	cloud	ADJ
easat-9185	311	12	-	-	PUNCT
easat-9185	311	13	native	native	ADJ
easat-9185	311	14	architectures	architecture	NOUN
easat-9185	311	15	incorporate	incorporate	VERB
easat-9185	311	16	ci	ci	NOUN
easat-9185	311	17	/	/	SYM
easat-9185	311	18	cd	cd	NOUN
easat-9185	311	19	pipelines	pipeline	NOUN
easat-9185	311	20	that	that	PRON
easat-9185	311	21	help	help	VERB
easat-9185	311	22	development	development	NOUN
easat-9185	311	23	teams	team	NOUN
easat-9185	311	24	update	update	VERB
easat-9185	311	25	systems	system	NOUN
easat-9185	311	26	quickly	quickly	ADV
easat-9185	311	27	.	.	PUNCT
easat-9185	312	1	whenever	whenever	SCONJ
easat-9185	312	2	there	there	PRON
easat-9185	312	3	is	be	VERB
easat-9185	312	4	an	an	DET
easat-9185	312	5	update	update	NOUN
easat-9185	312	6	to	to	ADP
easat-9185	312	7	a	a	DET
easat-9185	312	8	microservice	microservice	NOUN
easat-9185	312	9	(	(	PUNCT
easat-9185	312	10	e.g.	e.g.	ADV
easat-9185	312	11	,	,	PUNCT
easat-9185	312	12	a	a	DET
easat-9185	312	13	chatbot	chatbot	NOUN
easat-9185	312	14	enhancement	enhancement	NOUN
easat-9185	312	15	)	)	PUNCT
easat-9185	312	16	,	,	PUNCT
easat-9185	312	17	the	the	DET
easat-9185	312	18	pipeline	pipeline	NOUN
easat-9185	312	19	automatically	automatically	ADV
easat-9185	312	20	builds	build	VERB
easat-9185	312	21	a	a	DET
easat-9185	312	22	new	new	ADJ
easat-9185	312	23	container	container	NOUN
easat-9185	312	24	image	image	NOUN
easat-9185	312	25	and	and	CCONJ
easat-9185	312	26	deploys	deploy	VERB
easat-9185	312	27	it	it	PRON
easat-9185	312	28	to	to	ADP
easat-9185	312	29	the	the	DET
easat-9185	312	30	environment	environment	NOUN
easat-9185	312	31	without	without	ADP
easat-9185	312	32	disrupting	disrupt	VERB
easat-9185	312	33	existing	exist	VERB
easat-9185	312	34	versions	version	NOUN
easat-9185	312	35	.	.	PUNCT
easat-9185	313	1	this	this	PRON
easat-9185	313	2	ensures	ensure	VERB
easat-9185	313	3	that	that	SCONJ
easat-9185	313	4	the	the	DET
easat-9185	313	5	system	system	NOUN
easat-9185	313	6	can	can	AUX
easat-9185	313	7	release	release	VERB
easat-9185	313	8	new	new	ADJ
easat-9185	313	9	features	feature	NOUN
easat-9185	313	10	frequently	frequently	ADV
easat-9185	313	11	–	–	PUNCT
easat-9185	313	12	a	a	DET
easat-9185	313	13	major	major	ADJ
easat-9185	313	14	competitive	competitive	ADJ
easat-9185	313	15	advantage	advantage	NOUN
easat-9185	313	16	over	over	ADP
easat-9185	313	17	legacy	legacy	NOUN
easat-9185	313	18	systems	system	NOUN
easat-9185	313	19	that	that	PRON
easat-9185	313	20	are	be	AUX
easat-9185	313	21	difficult	difficult	ADJ
easat-9185	313	22	to	to	PART
easat-9185	313	23	upgrade	upgrade	VERB
easat-9185	313	24	.	.	PUNCT
easat-9185	314	1	all	all	PRON
easat-9185	314	2	of	of	ADP
easat-9185	314	3	the	the	DET
easat-9185	314	4	above	above	ADJ
easat-9185	314	5	factors	factor	NOUN
easat-9185	314	6	aim	aim	VERB
easat-9185	314	7	at	at	ADP
easat-9185	314	8	the	the	DET
easat-9185	314	9	main	main	ADJ
easat-9185	314	10	goal	goal	NOUN
easat-9185	314	11	:	:	PUNCT
easat-9185	314	12	the	the	DET
easat-9185	314	13	system	system	NOUN
easat-9185	314	14	can	can	AUX
easat-9185	314	15	flexibly	flexibly	ADV
easat-9185	314	16	serve	serve	VERB
easat-9185	314	17	from	from	ADP
easat-9185	314	18	a	a	DET
easat-9185	314	19	few	few	ADJ
easat-9185	314	20	dozen	dozen	NOUN
easat-9185	314	21	to	to	ADP
easat-9185	314	22	millions	million	NOUN
easat-9185	314	23	of	of	ADP
easat-9185	314	24	users	user	NOUN
easat-9185	314	25	without	without	ADP
easat-9185	314	26	re	re	VERB
easat-9185	314	27	-	-	VERB
easat-9185	314	28	architecting	architecte	VERB
easat-9185	314	29	,	,	PUNCT
easat-9185	314	30	while	while	SCONJ
easat-9185	314	31	optimizing	optimize	VERB
easat-9185	314	32	operating	operating	NOUN
easat-9185	314	33	costs	cost	NOUN
easat-9185	314	34	(	(	PUNCT
easat-9185	314	35	only	only	ADV
easat-9185	314	36	paying	pay	VERB
easat-9185	314	37	for	for	ADP
easat-9185	314	38	cloud	cloud	ADJ
easat-9185	314	39	resources	resource	NOUN
easat-9185	314	40	according	accord	VERB
easat-9185	314	41	to	to	ADP
easat-9185	314	42	actual	actual	ADJ
easat-9185	314	43	needs	need	NOUN
easat-9185	314	44	)	)	PUNCT
easat-9185	314	45	.	.	PUNCT
easat-9185	315	1	for	for	ADP
easat-9185	315	2	investors	investor	NOUN
easat-9185	315	3	,	,	PUNCT
easat-9185	315	4	a	a	DET
easat-9185	315	5	technology	technology	NOUN
easat-9185	315	6	platform	platform	NOUN
easat-9185	315	7	with	with	ADP
easat-9185	315	8	a	a	DET
easat-9185	315	9	flexible	flexible	ADJ
easat-9185	315	10	architecture	architecture	NOUN
easat-9185	315	11	,	,	PUNCT
easat-9185	315	12	2377	2377	NUM
easat-9185	315	13	edelweiss	edelweiss	PROPN
easat-9185	315	14	applied	apply	VERB
easat-9185	315	15	science	science	NOUN
easat-9185	315	16	and	and	CCONJ
easat-9185	315	17	technology	technology	NOUN
easat-9185	315	18	issn	issn	PROPN
easat-9185	315	19	:	:	PUNCT
easat-9185	315	20	2576	2576	NUM
easat-9185	315	21	-	-	SYM
easat-9185	315	22	8484	8484	NUM
easat-9185	315	23	vol	vol	NOUN
easat-9185	315	24	.	.	PROPN
easat-9185	316	1	9	9	NUM
easat-9185	316	2	,	,	PUNCT
easat-9185	316	3	no	no	INTJ
easat-9185	316	4	.	.	NOUN
easat-9185	316	5	7	7	NUM
easat-9185	316	6	:	:	SYM
easat-9185	316	7	2365	2365	NUM
easat-9185	316	8	-	-	SYM
easat-9185	316	9	2381	2381	NUM
easat-9185	316	10	,	,	PUNCT
easat-9185	316	11	2025	2025	NUM
easat-9185	316	12	doi	doi	NOUN
easat-9185	316	13	:	:	PUNCT
easat-9185	316	14	10.55214/2576	10.55214/2576	NUM
easat-9185	316	15	-	-	SYM
easat-9185	316	16	8484.v9i7.9185	8484.v9i7.9185	NOUN
easat-9185	317	1	©	©	PROPN
easat-9185	317	2	2025	2025	NUM
easat-9185	317	3	by	by	ADP
easat-9185	317	4	the	the	DET
easat-9185	317	5	authors	author	NOUN
easat-9185	317	6	;	;	PUNCT
easat-9185	317	7	licensee	licensee	PROPN
easat-9185	317	8	learning	learn	VERB
easat-9185	317	9	gate	gate	NOUN
easat-9185	317	10	easy	easy	ADJ
easat-9185	317	11	to	to	PART
easat-9185	317	12	expand	expand	VERB
easat-9185	317	13	and	and	CCONJ
easat-9185	317	14	quick	quick	ADJ
easat-9185	317	15	to	to	PART
easat-9185	317	16	respond	respond	VERB
easat-9185	317	17	to	to	ADP
easat-9185	317	18	the	the	DET
easat-9185	317	19	market	market	NOUN
easat-9185	317	20	will	will	AUX
easat-9185	317	21	be	be	AUX
easat-9185	317	22	very	very	ADV
easat-9185	317	23	attractive	attractive	ADJ
easat-9185	317	24	,	,	PUNCT
easat-9185	317	25	because	because	SCONJ
easat-9185	317	26	it	it	PRON
easat-9185	317	27	shows	show	VERB
easat-9185	317	28	the	the	DET
easat-9185	317	29	potential	potential	NOUN
easat-9185	317	30	for	for	ADP
easat-9185	317	31	long	long	ADJ
easat-9185	317	32	-	-	PUNCT
easat-9185	317	33	term	term	NOUN
easat-9185	317	34	growth	growth	NOUN
easat-9185	317	35	and	and	CCONJ
easat-9185	317	36	adaptation	adaptation	NOUN
easat-9185	317	37	.	.	PUNCT
easat-9185	318	1	in	in	ADP
easat-9185	318	2	the	the	DET
easat-9185	318	3	context	context	NOUN
easat-9185	318	4	of	of	ADP
easat-9185	318	5	the	the	DET
easat-9185	318	6	problem	problem	NOUN
easat-9185	318	7	,	,	PUNCT
easat-9185	318	8	cloud	cloud	NOUN
easat-9185	318	9	-	-	PUNCT
easat-9185	318	10	native	native	ADJ
easat-9185	318	11	architecture	architecture	NOUN
easat-9185	318	12	is	be	AUX
easat-9185	318	13	the	the	DET
easat-9185	318	14	"	"	PUNCT
easat-9185	318	15	backbone	backbone	NOUN
easat-9185	318	16	"	"	PUNCT
easat-9185	318	17	that	that	PRON
easat-9185	318	18	ensures	ensure	VERB
easat-9185	318	19	the	the	DET
easat-9185	318	20	system	system	NOUN
easat-9185	318	21	can	can	AUX
easat-9185	318	22	grow	grow	VERB
easat-9185	318	23	to	to	ADP
easat-9185	318	24	a	a	DET
easat-9185	318	25	large	large	ADJ
easat-9185	318	26	scale	scale	NOUN
easat-9185	318	27	while	while	SCONJ
easat-9185	318	28	maintaining	maintain	VERB
easat-9185	318	29	efficiency	efficiency	NOUN
easat-9185	318	30	and	and	CCONJ
easat-9185	318	31	reliability	reliability	NOUN
easat-9185	318	32	.	.	PUNCT
easat-9185	319	1	4.4	4.4	NUM
easat-9185	319	2	.	.	PUNCT
easat-9185	320	1	blockchain	blockchain	PROPN
easat-9185	320	2	and	and	CCONJ
easat-9185	320	3	transaction	transaction	NOUN
easat-9185	320	4	security	security	NOUN
easat-9185	320	5	the	the	DET
easat-9185	320	6	integration	integration	NOUN
easat-9185	320	7	of	of	ADP
easat-9185	320	8	blockchain	blockchain	PROPN
easat-9185	320	9	in	in	ADP
easat-9185	320	10	the	the	DET
easat-9185	320	11	system	system	NOUN
easat-9185	320	12	is	be	AUX
easat-9185	320	13	mainly	mainly	ADV
easat-9185	320	14	to	to	PART
easat-9185	320	15	solve	solve	VERB
easat-9185	320	16	the	the	DET
easat-9185	320	17	problem	problem	NOUN
easat-9185	320	18	of	of	ADP
easat-9185	320	19	payment	payment	NOUN
easat-9185	320	20	and	and	CCONJ
easat-9185	320	21	trust	trust	NOUN
easat-9185	320	22	between	between	ADP
easat-9185	320	23	parties	party	NOUN
easat-9185	320	24	[	[	X
easat-9185	320	25	18	18	NUM
easat-9185	320	26	]	]	PUNCT
easat-9185	320	27	but	but	CCONJ
easat-9185	320	28	it	it	PRON
easat-9185	320	29	also	also	ADV
easat-9185	320	30	contributes	contribute	VERB
easat-9185	320	31	to	to	ADP
easat-9185	320	32	the	the	DET
easat-9185	320	33	security	security	NOUN
easat-9185	320	34	and	and	CCONJ
easat-9185	320	35	transparency	transparency	NOUN
easat-9185	320	36	aspects	aspect	NOUN
easat-9185	320	37	of	of	ADP
easat-9185	320	38	the	the	DET
easat-9185	320	39	entire	entire	ADJ
easat-9185	320	40	platform	platform	NOUN
easat-9185	320	41	.	.	PUNCT
easat-9185	321	1	•	•	NUM
easat-9185	321	2	smart	smart	ADJ
easat-9185	321	3	contracts	contract	NOUN
easat-9185	321	4	[	[	X
easat-9185	321	5	19	19	NUM
easat-9185	321	6	]	]	PUNCT
easat-9185	321	7	for	for	ADP
easat-9185	321	8	payments	payment	NOUN
easat-9185	321	9	:	:	PUNCT
easat-9185	321	10	as	as	SCONJ
easat-9185	321	11	described	describe	VERB
easat-9185	321	12	in	in	ADP
easat-9185	321	13	the	the	DET
easat-9185	321	14	workflow	workflow	NOUN
easat-9185	321	15	section	section	NOUN
easat-9185	321	16	,	,	PUNCT
easat-9185	321	17	each	each	DET
easat-9185	321	18	service	service	NOUN
easat-9185	321	19	transaction	transaction	NOUN
easat-9185	321	20	will	will	AUX
easat-9185	321	21	be	be	AUX
easat-9185	321	22	accompanied	accompany	VERB
easat-9185	321	23	by	by	ADP
easat-9185	321	24	a	a	DET
easat-9185	321	25	smart	smart	ADJ
easat-9185	321	26	contract	contract	NOUN
easat-9185	321	27	that	that	PRON
easat-9185	321	28	acts	act	VERB
easat-9185	321	29	as	as	ADP
easat-9185	321	30	an	an	DET
easat-9185	321	31	intermediary	intermediary	NOUN
easat-9185	321	32	to	to	PART
easat-9185	321	33	hold	hold	VERB
easat-9185	321	34	the	the	DET
easat-9185	321	35	money	money	NOUN
easat-9185	321	36	.	.	PUNCT
easat-9185	322	1	the	the	DET
easat-9185	322	2	smart	smart	ADJ
easat-9185	322	3	contract	contract	NOUN
easat-9185	322	4	is	be	AUX
easat-9185	322	5	pre	pre	VERB
easat-9185	322	6	-	-	VERB
easat-9185	322	7	programmed	program	VERB
easat-9185	322	8	with	with	ADP
easat-9185	322	9	conditions	condition	NOUN
easat-9185	322	10	:	:	PUNCT
easat-9185	322	11	when	when	SCONJ
easat-9185	322	12	to	to	PART
easat-9185	322	13	pay	pay	VERB
easat-9185	322	14	the	the	DET
easat-9185	322	15	editor	editor	NOUN
easat-9185	322	16	,	,	PUNCT
easat-9185	322	17	when	when	SCONJ
easat-9185	322	18	to	to	PART
easat-9185	322	19	refund	refund	VERB
easat-9185	322	20	the	the	DET
easat-9185	322	21	customer	customer	NOUN
easat-9185	322	22	(	(	PUNCT
easat-9185	322	23	in	in	ADP
easat-9185	322	24	case	case	NOUN
easat-9185	322	25	of	of	ADP
easat-9185	322	26	order	order	NOUN
easat-9185	322	27	cancellation	cancellation	NOUN
easat-9185	322	28	,	,	PUNCT
easat-9185	322	29	for	for	ADP
easat-9185	322	30	example	example	NOUN
easat-9185	322	31	)	)	PUNCT
easat-9185	322	32	.	.	PUNCT
easat-9185	323	1	this	this	DET
easat-9185	323	2	mechanism	mechanism	NOUN
easat-9185	323	3	works	work	VERB
easat-9185	323	4	similarly	similarly	ADV
easat-9185	323	5	to	to	ADP
easat-9185	323	6	the	the	DET
easat-9185	323	7	traditional	traditional	ADJ
easat-9185	323	8	escrow	escrow	NOUN
easat-9185	323	9	service	service	NOUN
easat-9185	323	10	but	but	CCONJ
easat-9185	323	11	does	do	AUX
easat-9185	323	12	not	not	PART
easat-9185	323	13	require	require	VERB
easat-9185	323	14	a	a	DET
easat-9185	323	15	third	third	ADJ
easat-9185	323	16	party	party	NOUN
easat-9185	323	17	and	and	CCONJ
easat-9185	323	18	is	be	AUX
easat-9185	323	19	completely	completely	ADV
easat-9185	323	20	automated	automate	VERB
easat-9185	323	21	,	,	PUNCT
easat-9185	323	22	thereby	thereby	ADV
easat-9185	323	23	minimizing	minimize	VERB
easat-9185	323	24	the	the	DET
easat-9185	323	25	risk	risk	NOUN
easat-9185	323	26	of	of	ADP
easat-9185	323	27	fraud	fraud	NOUN
easat-9185	323	28	and	and	CCONJ
easat-9185	323	29	disputes	dispute	NOUN
easat-9185	323	30	.	.	PUNCT
easat-9185	324	1	for	for	ADP
easat-9185	324	2	example	example	NOUN
easat-9185	324	3	,	,	PUNCT
easat-9185	324	4	the	the	DET
easat-9185	324	5	editor	editor	NOUN
easat-9185	324	6	does	do	AUX
easat-9185	324	7	not	not	PART
easat-9185	324	8	have	have	VERB
easat-9185	324	9	to	to	PART
easat-9185	324	10	worry	worry	VERB
easat-9185	324	11	about	about	ADP
easat-9185	324	12	not	not	PART
easat-9185	324	13	being	be	AUX
easat-9185	324	14	paid	pay	VERB
easat-9185	324	15	after	after	ADP
easat-9185	324	16	finishing	finish	VERB
easat-9185	324	17	the	the	DET
easat-9185	324	18	work	work	NOUN
easat-9185	324	19	,	,	PUNCT
easat-9185	324	20	and	and	CCONJ
easat-9185	324	21	the	the	DET
easat-9185	324	22	customer	customer	NOUN
easat-9185	324	23	can	can	AUX
easat-9185	324	24	rest	rest	VERB
easat-9185	324	25	assured	assure	VERB
easat-9185	324	26	that	that	SCONJ
easat-9185	324	27	the	the	DET
easat-9185	324	28	money	money	NOUN
easat-9185	324	29	will	will	AUX
easat-9185	324	30	only	only	ADV
easat-9185	324	31	be	be	AUX
easat-9185	324	32	paid	pay	VERB
easat-9185	324	33	when	when	SCONJ
easat-9185	324	34	they	they	PRON
easat-9185	324	35	are	be	AUX
easat-9185	324	36	satisfied	satisfied	ADJ
easat-9185	324	37	.	.	PUNCT
easat-9185	325	1	the	the	DET
easat-9185	325	2	trustless	trustless	NOUN
easat-9185	325	3	nature	nature	NOUN
easat-9185	325	4	of	of	ADP
easat-9185	325	5	blockchain	blockchain	PROPN
easat-9185	325	6	builds	build	VERB
easat-9185	325	7	a	a	DET
easat-9185	325	8	more	more	ADV
easat-9185	325	9	transparent	transparent	ADJ
easat-9185	325	10	and	and	CCONJ
easat-9185	325	11	fair	fair	ADJ
easat-9185	325	12	-	-	PUNCT
easat-9185	325	13	trading	trading	NOUN
easat-9185	325	14	environment	environment	NOUN
easat-9185	325	15	,	,	PUNCT
easat-9185	325	16	which	which	PRON
easat-9185	325	17	is	be	AUX
easat-9185	325	18	the	the	DET
easat-9185	325	19	key	key	NOUN
easat-9185	325	20	to	to	ADP
easat-9185	325	21	creating	create	VERB
easat-9185	325	22	trust	trust	NOUN
easat-9185	325	23	for	for	ADP
easat-9185	325	24	a	a	DET
easat-9185	325	25	new	new	ADJ
easat-9185	325	26	service	service	NOUN
easat-9185	325	27	platform	platform	NOUN
easat-9185	325	28	.	.	PUNCT
easat-9185	326	1	•	•	NUM
easat-9185	326	2	tokenization	tokenization	NOUN
easat-9185	327	1	[	[	X
easat-9185	327	2	20	20	NUM
easat-9185	327	3	]	]	PUNCT
easat-9185	327	4	and	and	CCONJ
easat-9185	327	5	flexible	flexible	ADJ
easat-9185	327	6	payment	payment	NOUN
easat-9185	327	7	:	:	PUNCT
easat-9185	327	8	the	the	DET
easat-9185	327	9	system	system	NOUN
easat-9185	327	10	can	can	AUX
easat-9185	327	11	issue	issue	VERB
easat-9185	327	12	an	an	DET
easat-9185	327	13	internal	internal	ADJ
easat-9185	327	14	utility	utility	NOUN
easat-9185	327	15	token	token	VERB
easat-9185	327	16	or	or	CCONJ
easat-9185	327	17	use	use	VERB
easat-9185	327	18	a	a	DET
easat-9185	327	19	popular	popular	ADJ
easat-9185	327	20	stablecoin	stablecoin	NOUN
easat-9185	328	1	[	[	X
easat-9185	328	2	21	21	NUM
easat-9185	328	3	]	]	PUNCT
easat-9185	328	4	on	on	ADP
easat-9185	328	5	the	the	DET
easat-9185	328	6	blockchain	blockchain	PROPN
easat-9185	328	7	as	as	ADP
easat-9185	328	8	a	a	DET
easat-9185	328	9	payment	payment	NOUN
easat-9185	328	10	unit	unit	NOUN
easat-9185	328	11	.	.	PUNCT
easat-9185	329	1	this	this	PRON
easat-9185	329	2	opens	open	VERB
easat-9185	329	3	up	up	ADP
easat-9185	329	4	the	the	DET
easat-9185	329	5	possibility	possibility	NOUN
easat-9185	329	6	for	for	SCONJ
easat-9185	329	7	customers	customer	NOUN
easat-9185	329	8	to	to	PART
easat-9185	329	9	pay	pay	VERB
easat-9185	329	10	in	in	ADP
easat-9185	329	11	crypto	crypto	NOUN
easat-9185	329	12	if	if	SCONJ
easat-9185	329	13	they	they	PRON
easat-9185	329	14	want	want	VERB
easat-9185	329	15	,	,	PUNCT
easat-9185	329	16	facilitating	facilitate	VERB
easat-9185	329	17	cross	cross	ADJ
easat-9185	329	18	-	-	ADJ
easat-9185	329	19	border	border	ADJ
easat-9185	329	20	transactions	transaction	NOUN
easat-9185	329	21	,	,	PUNCT
easat-9185	329	22	eliminating	eliminate	VERB
easat-9185	329	23	the	the	DET
easat-9185	329	24	hassle	hassle	NOUN
easat-9185	329	25	of	of	ADP
easat-9185	329	26	exchange	exchange	NOUN
easat-9185	329	27	rates	rate	NOUN
easat-9185	329	28	and	and	CCONJ
easat-9185	329	29	bank	bank	NOUN
easat-9185	329	30	fees	fee	NOUN
easat-9185	329	31	.	.	PUNCT
easat-9185	330	1	on	on	ADP
easat-9185	330	2	the	the	DET
easat-9185	330	3	other	other	ADJ
easat-9185	330	4	hand	hand	NOUN
easat-9185	330	5	,	,	PUNCT
easat-9185	330	6	internal	internal	ADJ
easat-9185	330	7	tokens	token	NOUN
easat-9185	330	8	can	can	AUX
easat-9185	330	9	be	be	AUX
easat-9185	330	10	used	use	VERB
easat-9185	330	11	to	to	PART
easat-9185	330	12	reward	reward	VERB
easat-9185	330	13	users	user	NOUN
easat-9185	330	14	(	(	PUNCT
easat-9185	330	15	for	for	ADP
easat-9185	330	16	example	example	NOUN
easat-9185	330	17	,	,	PUNCT
easat-9185	330	18	giving	give	VERB
easat-9185	330	19	tokens	token	NOUN
easat-9185	330	20	when	when	SCONJ
easat-9185	330	21	completing	complete	VERB
easat-9185	330	22	certain	certain	ADJ
easat-9185	330	23	orders	order	NOUN
easat-9185	330	24	,	,	PUNCT
easat-9185	330	25	then	then	ADV
easat-9185	330	26	using	use	VERB
easat-9185	330	27	tokens	token	NOUN
easat-9185	330	28	to	to	PART
easat-9185	330	29	get	get	VERB
easat-9185	330	30	discounts	discount	NOUN
easat-9185	330	31	on	on	ADP
easat-9185	330	32	future	future	ADJ
easat-9185	330	33	services	service	NOUN
easat-9185	330	34	)	)	PUNCT
easat-9185	330	35	.	.	PUNCT
easat-9185	331	1	this	this	PRON
easat-9185	331	2	is	be	AUX
easat-9185	331	3	a	a	DET
easat-9185	331	4	strategy	strategy	NOUN
easat-9185	331	5	to	to	PART
easat-9185	331	6	encourage	encourage	VERB
easat-9185	331	7	service	service	NOUN
easat-9185	331	8	usage	usage	NOUN
easat-9185	331	9	and	and	CCONJ
easat-9185	331	10	engage	engage	VERB
easat-9185	331	11	users	user	NOUN
easat-9185	331	12	.	.	PUNCT
easat-9185	332	1	•	•	NUM
easat-9185	332	2	immutable	immutable	ADJ
easat-9185	332	3	tracking	tracking	NOUN
easat-9185	332	4	and	and	CCONJ
easat-9185	332	5	verification	verification	NOUN
easat-9185	332	6	:	:	PUNCT
easat-9185	332	7	every	every	DET
easat-9185	332	8	transaction	transaction	NOUN
easat-9185	332	9	on	on	ADP
easat-9185	332	10	the	the	DET
easat-9185	332	11	blockchain	blockchain	PROPN
easat-9185	332	12	is	be	AUX
easat-9185	332	13	permanently	permanently	ADV
easat-9185	332	14	recorded	record	VERB
easat-9185	332	15	,	,	PUNCT
easat-9185	332	16	forming	form	VERB
easat-9185	332	17	an	an	DET
easat-9185	332	18	immutable	immutable	ADJ
easat-9185	332	19	chain	chain	NOUN
easat-9185	332	20	of	of	ADP
easat-9185	332	21	records	record	NOUN
easat-9185	332	22	[	[	X
easat-9185	332	23	22	22	NUM
easat-9185	332	24	]	]	PUNCT
easat-9185	332	25	.	.	PUNCT
easat-9185	333	1	in	in	ADP
easat-9185	333	2	addition	addition	NOUN
easat-9185	333	3	to	to	ADP
easat-9185	333	4	payments	payment	NOUN
easat-9185	333	5	,	,	PUNCT
easat-9185	333	6	the	the	DET
easat-9185	333	7	system	system	NOUN
easat-9185	333	8	can	can	AUX
easat-9185	333	9	take	take	VERB
easat-9185	333	10	advantage	advantage	NOUN
easat-9185	333	11	of	of	ADP
easat-9185	333	12	this	this	PRON
easat-9185	333	13	to	to	PART
easat-9185	333	14	store	store	VERB
easat-9185	333	15	the	the	DET
easat-9185	333	16	hash	hash	NOUN
easat-9185	334	1	[	[	X
easat-9185	334	2	23	23	NUM
easat-9185	334	3	]	]	PUNCT
easat-9185	334	4	of	of	ADP
easat-9185	334	5	the	the	DET
easat-9185	334	6	final	final	ADJ
easat-9185	334	7	product	product	NOUN
easat-9185	334	8	file	file	NOUN
easat-9185	334	9	on	on	ADP
easat-9185	334	10	the	the	DET
easat-9185	334	11	blockchain	blockchain	PROPN
easat-9185	334	12	as	as	ADP
easat-9185	334	13	a	a	DET
easat-9185	334	14	way	way	NOUN
easat-9185	334	15	to	to	PART
easat-9185	334	16	issue	issue	VERB
easat-9185	334	17	a	a	DET
easat-9185	334	18	“	"	PUNCT
easat-9185	334	19	certificate	certificate	NOUN
easat-9185	334	20	of	of	ADP
easat-9185	334	21	authenticity	authenticity	NOUN
easat-9185	334	22	”	"	PUNCT
easat-9185	334	23	for	for	ADP
easat-9185	334	24	the	the	DET
easat-9185	334	25	product	product	NOUN
easat-9185	334	26	.	.	PUNCT
easat-9185	335	1	for	for	ADP
easat-9185	335	2	example	example	NOUN
easat-9185	335	3	,	,	PUNCT
easat-9185	335	4	after	after	ADP
easat-9185	335	5	completing	complete	VERB
easat-9185	335	6	a	a	DET
easat-9185	335	7	video	video	NOUN
easat-9185	335	8	edit	edit	NOUN
easat-9185	335	9	,	,	PUNCT
easat-9185	335	10	the	the	DET
easat-9185	335	11	system	system	NOUN
easat-9185	335	12	takes	take	VERB
easat-9185	335	13	the	the	DET
easat-9185	335	14	hash	hash	NOUN
easat-9185	335	15	of	of	ADP
easat-9185	335	16	the	the	DET
easat-9185	335	17	video	video	NOUN
easat-9185	335	18	file	file	NOUN
easat-9185	335	19	and	and	CCONJ
easat-9185	335	20	records	record	VERB
easat-9185	335	21	it	it	PRON
easat-9185	335	22	in	in	ADP
easat-9185	335	23	a	a	DET
easat-9185	335	24	transaction	transaction	NOUN
easat-9185	335	25	on	on	ADP
easat-9185	335	26	the	the	DET
easat-9185	335	27	chain	chain	NOUN
easat-9185	335	28	.	.	PUNCT
easat-9185	336	1	if	if	SCONJ
easat-9185	336	2	later	later	ADV
easat-9185	336	3	on	on	ADV
easat-9185	336	4	,	,	PUNCT
easat-9185	336	5	it	it	PRON
easat-9185	336	6	is	be	AUX
easat-9185	336	7	necessary	necessary	ADJ
easat-9185	336	8	to	to	PART
easat-9185	336	9	check	check	VERB
easat-9185	336	10	whether	whether	SCONJ
easat-9185	336	11	the	the	DET
easat-9185	336	12	video	video	NOUN
easat-9185	336	13	has	have	AUX
easat-9185	336	14	been	be	AUX
easat-9185	336	15	changed	change	VERB
easat-9185	336	16	after	after	ADP
easat-9185	336	17	delivery	delivery	NOUN
easat-9185	336	18	,	,	PUNCT
easat-9185	336	19	just	just	ADV
easat-9185	336	20	compare	compare	VERB
easat-9185	336	21	the	the	DET
easat-9185	336	22	hash	hash	NOUN
easat-9185	336	23	.	.	PUNCT
easat-9185	337	1	this	this	PRON
easat-9185	337	2	is	be	AUX
easat-9185	337	3	a	a	DET
easat-9185	337	4	small	small	ADJ
easat-9185	337	5	step	step	NOUN
easat-9185	337	6	but	but	CCONJ
easat-9185	337	7	adds	add	VERB
easat-9185	337	8	a	a	DET
easat-9185	337	9	level	level	NOUN
easat-9185	337	10	of	of	ADP
easat-9185	337	11	assurance	assurance	NOUN
easat-9185	337	12	of	of	ADP
easat-9185	337	13	originality	originality	NOUN
easat-9185	337	14	and	and	CCONJ
easat-9185	337	15	protection	protection	NOUN
easat-9185	337	16	against	against	ADP
easat-9185	337	17	unauthorized	unauthorized	ADJ
easat-9185	337	18	modification	modification	NOUN
easat-9185	337	19	.	.	PUNCT
easat-9185	338	1	•	•	NUM
easat-9185	338	2	decentralized	decentralize	VERB
easat-9185	338	3	reputation	reputation	NOUN
easat-9185	338	4	management	management	NOUN
easat-9185	338	5	:	:	PUNCT
easat-9185	338	6	one	one	NUM
easat-9185	338	7	idea	idea	NOUN
easat-9185	338	8	to	to	PART
easat-9185	338	9	expand	expand	VERB
easat-9185	338	10	on	on	ADP
easat-9185	338	11	is	be	AUX
easat-9185	338	12	to	to	PART
easat-9185	338	13	use	use	VERB
easat-9185	338	14	blockchain	blockchain	PROPN
easat-9185	338	15	to	to	PART
easat-9185	338	16	store	store	VERB
easat-9185	338	17	customer	customer	NOUN
easat-9185	338	18	reviews	review	NOUN
easat-9185	338	19	for	for	ADP
easat-9185	338	20	editors	editor	NOUN
easat-9185	338	21	in	in	ADP
easat-9185	338	22	a	a	DET
easat-9185	338	23	decentralized	decentralized	ADJ
easat-9185	338	24	way	way	NOUN
easat-9185	338	25	,	,	PUNCT
easat-9185	338	26	creating	create	VERB
easat-9185	338	27	a	a	DET
easat-9185	338	28	reputation	reputation	NOUN
easat-9185	338	29	profile	profile	NOUN
easat-9185	338	30	that	that	SCONJ
easat-9185	338	31	no	no	DET
easat-9185	338	32	one	one	NOUN
easat-9185	338	33	(	(	PUNCT
easat-9185	338	34	including	include	VERB
easat-9185	338	35	the	the	DET
easat-9185	338	36	platform	platform	NOUN
easat-9185	338	37	owner	owner	NOUN
easat-9185	338	38	)	)	PUNCT
easat-9185	338	39	can	can	AUX
easat-9185	338	40	arbitrarily	arbitrarily	ADV
easat-9185	338	41	edit	edit	VERB
easat-9185	338	42	/	/	SYM
easat-9185	338	43	delete	delete	NOUN
easat-9185	338	44	.	.	PUNCT
easat-9185	339	1	this	this	DET
easat-9185	339	2	way	way	NOUN
easat-9185	339	3	,	,	PUNCT
easat-9185	339	4	good	good	ADJ
easat-9185	339	5	editors	editor	NOUN
easat-9185	339	6	will	will	AUX
easat-9185	339	7	build	build	VERB
easat-9185	339	8	a	a	DET
easat-9185	339	9	solid	solid	ADJ
easat-9185	339	10	reputation	reputation	NOUN
easat-9185	339	11	,	,	PUNCT
easat-9185	339	12	increasing	increase	VERB
easat-9185	339	13	trust	trust	NOUN
easat-9185	339	14	from	from	ADP
easat-9185	339	15	customers	customer	NOUN
easat-9185	339	16	,	,	PUNCT
easat-9185	339	17	while	while	SCONJ
easat-9185	339	18	bad	bad	ADJ
easat-9185	339	19	reviews	review	NOUN
easat-9185	339	20	will	will	AUX
easat-9185	339	21	warn	warn	VERB
easat-9185	339	22	other	other	ADJ
easat-9185	339	23	customers	customer	NOUN
easat-9185	339	24	.	.	PUNCT
easat-9185	340	1	this	this	DET
easat-9185	340	2	way	way	NOUN
easat-9185	340	3	,	,	PUNCT
easat-9185	340	4	it	it	PRON
easat-9185	340	5	will	will	AUX
easat-9185	340	6	prevent	prevent	VERB
easat-9185	340	7	the	the	DET
easat-9185	340	8	company	company	NOUN
easat-9185	340	9	from	from	ADP
easat-9185	340	10	editing	edit	VERB
easat-9185	340	11	the	the	DET
easat-9185	340	12	review	review	NOUN
easat-9185	340	13	score	score	NOUN
easat-9185	340	14	for	for	ADP
easat-9185	340	15	some	some	DET
easat-9185	340	16	reason	reason	NOUN
easat-9185	340	17	an	an	DET
easat-9185	340	18	issue	issue	NOUN
easat-9185	340	19	that	that	PRON
easat-9185	340	20	has	have	AUX
easat-9185	340	21	caused	cause	VERB
easat-9185	340	22	distrust	distrust	NOUN
easat-9185	340	23	on	on	ADP
easat-9185	340	24	some	some	DET
easat-9185	340	25	traditional	traditional	ADJ
easat-9185	340	26	service	service	NOUN
easat-9185	340	27	platforms	platform	NOUN
easat-9185	340	28	.	.	PUNCT
easat-9185	341	1	•	•	NUM
easat-9185	341	2	security	security	NOUN
easat-9185	341	3	and	and	CCONJ
easat-9185	341	4	privacy	privacy	NOUN
easat-9185	341	5	:	:	PUNCT
easat-9185	341	6	although	although	SCONJ
easat-9185	341	7	blockchain	blockchain	PROPN
easat-9185	341	8	is	be	AUX
easat-9185	341	9	public	public	ADJ
easat-9185	341	10	for	for	ADP
easat-9185	341	11	transactions	transaction	NOUN
easat-9185	341	12	,	,	PUNCT
easat-9185	341	13	the	the	DET
easat-9185	341	14	system	system	NOUN
easat-9185	341	15	still	still	ADV
easat-9185	341	16	needs	need	VERB
easat-9185	341	17	to	to	PART
easat-9185	341	18	ensure	ensure	VERB
easat-9185	341	19	that	that	SCONJ
easat-9185	341	20	sensitive	sensitive	ADJ
easat-9185	341	21	information	information	NOUN
easat-9185	341	22	is	be	AUX
easat-9185	341	23	not	not	PART
easat-9185	341	24	exposed	expose	VERB
easat-9185	341	25	.	.	PUNCT
easat-9185	342	1	the	the	DET
easat-9185	342	2	solution	solution	NOUN
easat-9185	342	3	is	be	AUX
easat-9185	342	4	to	to	PART
easat-9185	342	5	not	not	PART
easat-9185	342	6	put	put	VERB
easat-9185	342	7	personal	personal	ADJ
easat-9185	342	8	data	datum	NOUN
easat-9185	342	9	or	or	CCONJ
easat-9185	342	10	content	content	NOUN
easat-9185	342	11	files	file	NOUN
easat-9185	342	12	on	on	ADP
easat-9185	342	13	the	the	DET
easat-9185	342	14	blockchain	blockchain	NOUN
easat-9185	342	15	,	,	PUNCT
easat-9185	342	16	only	only	ADV
easat-9185	342	17	store	store	NOUN
easat-9185	342	18	references	reference	NOUN
easat-9185	342	19	(	(	PUNCT
easat-9185	342	20	such	such	ADJ
easat-9185	342	21	as	as	ADP
easat-9185	342	22	order	order	NOUN
easat-9185	342	23	codes	code	NOUN
easat-9185	342	24	,	,	PUNCT
easat-9185	342	25	file	file	NOUN
easat-9185	342	26	hashes	hash	NOUN
easat-9185	342	27	,	,	PUNCT
easat-9185	342	28	amounts	amount	NOUN
easat-9185	342	29	)	)	PUNCT
easat-9185	342	30	.	.	PUNCT
easat-9185	343	1	the	the	DET
easat-9185	343	2	identities	identity	NOUN
easat-9185	343	3	of	of	ADP
easat-9185	343	4	the	the	DET
easat-9185	343	5	parties	party	NOUN
easat-9185	343	6	can	can	AUX
easat-9185	343	7	be	be	AUX
easat-9185	343	8	hidden	hide	VERB
easat-9185	343	9	behind	behind	ADP
easat-9185	343	10	wallet	wallet	NOUN
easat-9185	343	11	addresses	address	NOUN
easat-9185	343	12	.	.	PUNCT
easat-9185	344	1	in	in	ADP
easat-9185	344	2	addition	addition	NOUN
easat-9185	344	3	,	,	PUNCT
easat-9185	344	4	combine	combine	VERB
easat-9185	344	5	traditional	traditional	ADJ
easat-9185	344	6	encryption	encryption	NOUN
easat-9185	344	7	mechanisms	mechanism	NOUN
easat-9185	344	8	for	for	ADP
easat-9185	344	9	stored	store	VERB
easat-9185	344	10	data	datum	NOUN
easat-9185	344	11	and	and	CCONJ
easat-9185	344	12	use	use	NOUN
easat-9185	344	13	blockchain	blockchain	NOUN
easat-9185	344	14	only	only	ADV
easat-9185	344	15	as	as	ADP
easat-9185	344	16	an	an	DET
easat-9185	344	17	authentication	authentication	NOUN
easat-9185	344	18	layer	layer	NOUN
easat-9185	344	19	.	.	PUNCT
easat-9185	345	1	blockchain	blockchain	PROPN
easat-9185	345	2	provides	provide	VERB
easat-9185	345	3	transparency	transparency	NOUN
easat-9185	345	4	but	but	CCONJ
easat-9185	345	5	can	can	AUX
easat-9185	345	6	still	still	ADV
easat-9185	345	7	be	be	AUX
easat-9185	345	8	designed	design	VERB
easat-9185	345	9	to	to	PART
easat-9185	345	10	protect	protect	VERB
easat-9185	345	11	the	the	DET
easat-9185	345	12	privacy	privacy	NOUN
easat-9185	345	13	of	of	ADP
easat-9185	345	14	users	user	NOUN
easat-9185	345	15	to	to	ADP
easat-9185	345	16	the	the	DET
easat-9185	345	17	extent	extent	NOUN
easat-9185	345	18	necessary	necessary	ADJ
easat-9185	345	19	.	.	PUNCT
easat-9185	346	1	5	5	X
easat-9185	346	2	.	.	NOUN
easat-9185	346	3	results	result	NOUN
easat-9185	346	4	and	and	CCONJ
easat-9185	346	5	effective	effective	ADJ
easat-9185	346	6	discussion	discussion	NOUN
easat-9185	346	7	since	since	SCONJ
easat-9185	346	8	the	the	DET
easat-9185	346	9	proposed	propose	VERB
easat-9185	346	10	system	system	NOUN
easat-9185	346	11	is	be	AUX
easat-9185	346	12	a	a	DET
easat-9185	346	13	multi	multi	ADJ
easat-9185	346	14	-	-	ADJ
easat-9185	346	15	technology	technology	ADJ
easat-9185	346	16	integration	integration	NOUN
easat-9185	346	17	and	and	CCONJ
easat-9185	346	18	has	have	VERB
easat-9185	346	19	a	a	DET
easat-9185	346	20	wide	wide	ADJ
easat-9185	346	21	deployment	deployment	NOUN
easat-9185	346	22	scope	scope	NOUN
easat-9185	346	23	,	,	PUNCT
easat-9185	346	24	at	at	ADP
easat-9185	346	25	the	the	DET
easat-9185	346	26	time	time	NOUN
easat-9185	346	27	of	of	ADP
easat-9185	346	28	the	the	DET
easat-9185	346	29	study	study	NOUN
easat-9185	346	30	,	,	PUNCT
easat-9185	346	31	we	we	PRON
easat-9185	346	32	conducted	conduct	VERB
easat-9185	346	33	a	a	DET
easat-9185	346	34	test	test	NOUN
easat-9185	346	35	run	run	NOUN
easat-9185	346	36	assuming	assume	VERB
easat-9185	346	37	several	several	ADJ
easat-9185	346	38	scenarios	scenario	NOUN
easat-9185	346	39	to	to	PART
easat-9185	346	40	evaluate	evaluate	VERB
easat-9185	346	41	the	the	DET
easat-9185	346	42	potential	potential	ADJ
easat-9185	346	43	2378	2378	NUM
easat-9185	346	44	edelweiss	edelweiss	PROPN
easat-9185	346	45	applied	apply	VERB
easat-9185	346	46	science	science	NOUN
easat-9185	346	47	and	and	CCONJ
easat-9185	346	48	technology	technology	NOUN
easat-9185	346	49	issn	issn	PROPN
easat-9185	346	50	:	:	PUNCT
easat-9185	346	51	2576	2576	NUM
easat-9185	346	52	-	-	SYM
easat-9185	346	53	8484	8484	NUM
easat-9185	346	54	vol	vol	NOUN
easat-9185	346	55	.	.	PROPN
easat-9185	347	1	9	9	NUM
easat-9185	347	2	,	,	PUNCT
easat-9185	347	3	no	no	INTJ
easat-9185	347	4	.	.	NOUN
easat-9185	347	5	7	7	NUM
easat-9185	347	6	:	:	SYM
easat-9185	347	7	2365	2365	NUM
easat-9185	347	8	-	-	SYM
easat-9185	347	9	2381	2381	NUM
easat-9185	347	10	,	,	PUNCT
easat-9185	347	11	2025	2025	NUM
easat-9185	347	12	doi	doi	NOUN
easat-9185	347	13	:	:	PUNCT
easat-9185	347	14	10.55214/2576	10.55214/2576	NUM
easat-9185	347	15	-	-	SYM
easat-9185	347	16	8484.v9i7.9185	8484.v9i7.9185	NOUN
easat-9185	348	1	©	©	PROPN
easat-9185	348	2	2025	2025	NUM
easat-9185	348	3	by	by	ADP
easat-9185	348	4	the	the	DET
easat-9185	348	5	authors	author	NOUN
easat-9185	348	6	;	;	PUNCT
easat-9185	348	7	licensee	licensee	PROPN
easat-9185	348	8	learning	learning	NOUN
easat-9185	348	9	gate	gate	NOUN
easat-9185	348	10	operational	operational	ADJ
easat-9185	348	11	and	and	CCONJ
easat-9185	348	12	commercial	commercial	ADJ
easat-9185	348	13	effectiveness	effectiveness	NOUN
easat-9185	348	14	.	.	PUNCT
easat-9185	349	1	the	the	DET
easat-9185	349	2	following	follow	VERB
easat-9185	349	3	are	be	AUX
easat-9185	349	4	the	the	DET
easat-9185	349	5	key	key	ADJ
easat-9185	349	6	results	result	NOUN
easat-9185	349	7	and	and	CCONJ
easat-9185	349	8	analyses	analysis	NOUN
easat-9185	349	9	from	from	ADP
easat-9185	349	10	the	the	DET
easat-9185	349	11	test	test	NOUN
easat-9185	349	12	run	run	NOUN
easat-9185	349	13	:	:	PUNCT
easat-9185	349	14	•	•	NUM
easat-9185	349	15	significantly	significantly	ADV
easat-9185	349	16	reduced	reduce	VERB
easat-9185	349	17	order	order	NOUN
easat-9185	349	18	processing	processing	NOUN
easat-9185	349	19	time	time	NOUN
easat-9185	349	20	:	:	PUNCT
easat-9185	349	21	table	table	NOUN
easat-9185	349	22	1	1	NUM
easat-9185	349	23	shows	show	VERB
easat-9185	349	24	the	the	DET
easat-9185	349	25	test	test	NOUN
easat-9185	349	26	results	result	NOUN
easat-9185	349	27	of	of	ADP
easat-9185	349	28	100	100	NUM
easat-9185	349	29	real	real	ADJ
easat-9185	349	30	estate	estate	NOUN
easat-9185	349	31	photo	photo	NOUN
easat-9185	349	32	orders	order	NOUN
easat-9185	349	33	(	(	PUNCT
easat-9185	349	34	each	each	DET
easat-9185	349	35	order	order	NOUN
easat-9185	349	36	has	have	AUX
easat-9185	349	37	10	10	NUM
easat-9185	349	38	photos	photo	NOUN
easat-9185	349	39	that	that	PRON
easat-9185	349	40	need	need	VERB
easat-9185	349	41	to	to	PART
easat-9185	349	42	be	be	AUX
easat-9185	349	43	re	re	VERB
easat-9185	349	44	-	-	VERB
easat-9185	349	45	lighted	lighted	ADJ
easat-9185	349	46	,	,	PUNCT
easat-9185	349	47	replaced	replace	VERB
easat-9185	349	48	with	with	ADP
easat-9185	349	49	sky	sky	NOUN
easat-9185	349	50	,	,	PUNCT
easat-9185	349	51	and	and	CCONJ
easat-9185	349	52	removed	removed	ADJ
easat-9185	349	53	objects	object	NOUN
easat-9185	349	54	)	)	PUNCT
easat-9185	349	55	showing	show	VERB
easat-9185	349	56	that	that	SCONJ
easat-9185	349	57	the	the	DET
easat-9185	349	58	average	average	ADJ
easat-9185	349	59	completion	completion	NOUN
easat-9185	349	60	time	time	NOUN
easat-9185	349	61	per	per	ADP
easat-9185	349	62	order	order	NOUN
easat-9185	349	63	is	be	AUX
easat-9185	349	64	only	only	ADV
easat-9185	349	65	about	about	ADV
easat-9185	349	66	2	2	NUM
easat-9185	349	67	hours	hour	NOUN
easat-9185	349	68	,	,	PUNCT
easat-9185	349	69	compared	compare	VERB
easat-9185	349	70	to	to	ADP
easat-9185	349	71	24	24	NUM
easat-9185	349	72	-	-	SYM
easat-9185	349	73	48	48	NUM
easat-9185	349	74	hours	hour	NOUN
easat-9185	349	75	if	if	SCONJ
easat-9185	349	76	done	do	VERB
easat-9185	349	77	manually	manually	ADV
easat-9185	349	78	sequentially	sequentially	ADV
easat-9185	349	79	.	.	PUNCT
easat-9185	350	1	this	this	DET
easat-9185	350	2	reduction	reduction	NOUN
easat-9185	350	3	(	(	PUNCT
easat-9185	350	4	~90	~90	NOUN
easat-9185	350	5	%	%	NOUN
easat-9185	350	6	)	)	PUNCT
easat-9185	350	7	is	be	AUX
easat-9185	350	8	consistent	consistent	ADJ
easat-9185	350	9	with	with	ADP
easat-9185	350	10	real	real	ADJ
easat-9185	350	11	-	-	PUNCT
easat-9185	350	12	world	world	NOUN
easat-9185	350	13	reports	report	NOUN
easat-9185	350	14	of	of	ADP
easat-9185	350	15	ai	ai	VERB
easat-9185	350	16	speeding	speed	VERB
easat-9185	350	17	up	up	ADP
easat-9185	350	18	photo	photo	NOUN
easat-9185	350	19	processing	processing	NOUN
easat-9185	350	20	.	.	PUNCT
easat-9185	351	1	the	the	DET
easat-9185	351	2	automated	automate	VERB
easat-9185	351	3	tasks	task	NOUN
easat-9185	351	4	(	(	PUNCT
easat-9185	351	5	~2	~2	NOUN
easat-9185	351	6	-	-	PUNCT
easat-9185	351	7	3	3	NUM
easat-9185	351	8	minutes	minute	NOUN
easat-9185	351	9	per	per	ADP
easat-9185	351	10	photo	photo	NOUN
easat-9185	351	11	for	for	ADP
easat-9185	351	12	ai	ai	NOUN
easat-9185	351	13	to	to	PART
easat-9185	351	14	process	process	VERB
easat-9185	351	15	)	)	PUNCT
easat-9185	351	16	run	run	VERB
easat-9185	351	17	in	in	ADP
easat-9185	351	18	parallel	parallel	NOUN
easat-9185	351	19	,	,	PUNCT
easat-9185	351	20	plus	plus	CCONJ
easat-9185	351	21	some	some	DET
easat-9185	351	22	checking	checking	NOUN
easat-9185	351	23	and	and	CCONJ
easat-9185	351	24	coordination	coordination	NOUN
easat-9185	351	25	time	time	NOUN
easat-9185	351	26	,	,	PUNCT
easat-9185	351	27	allowing	allow	VERB
easat-9185	351	28	for	for	ADP
easat-9185	351	29	very	very	ADV
easat-9185	351	30	fast	fast	ADJ
easat-9185	351	31	results	result	NOUN
easat-9185	351	32	.	.	PUNCT
easat-9185	352	1	this	this	PRON
easat-9185	352	2	means	mean	VERB
easat-9185	352	3	that	that	SCONJ
easat-9185	352	4	the	the	DET
easat-9185	352	5	platform	platform	NOUN
easat-9185	352	6	can	can	AUX
easat-9185	352	7	advertise	advertise	VERB
easat-9185	352	8	“	"	PUNCT
easat-9185	352	9	same	same	ADJ
easat-9185	352	10	-	-	PUNCT
easat-9185	352	11	day	day	NOUN
easat-9185	352	12	photo	photo	NOUN
easat-9185	352	13	editing	editing	NOUN
easat-9185	352	14	”	"	PUNCT
easat-9185	352	15	services	service	NOUN
easat-9185	352	16	,	,	PUNCT
easat-9185	352	17	creating	create	VERB
easat-9185	352	18	a	a	DET
easat-9185	352	19	strong	strong	ADJ
easat-9185	352	20	competitive	competitive	ADJ
easat-9185	352	21	advantage	advantage	NOUN
easat-9185	352	22	.	.	PUNCT
easat-9185	353	1	table	table	NOUN
easat-9185	353	2	1	1	NUM
easat-9185	353	3	.	.	PUNCT
easat-9185	353	4	test	test	NOUN
easat-9185	353	5	results	result	NOUN
easat-9185	353	6	on	on	ADP
easat-9185	353	7	100	100	NUM
easat-9185	353	8	orders	order	NOUN
easat-9185	353	9	.	.	PUNCT
easat-9185	354	1	metric	metric	ADJ
easat-9185	354	2	traditional	traditional	ADJ
easat-9185	354	3	workflow	workflow	NOUN
easat-9185	354	4	proposed	propose	VERB
easat-9185	354	5	system	system	NOUN
easat-9185	354	6	(	(	PUNCT
easat-9185	354	7	automated	automate	VERB
easat-9185	354	8	)	)	PUNCT
easat-9185	354	9	improvement	improvement	NOUN
easat-9185	354	10	average	average	ADJ
easat-9185	354	11	processing	processing	NOUN
easat-9185	354	12	time	time	NOUN
easat-9185	354	13	per	per	ADP
easat-9185	354	14	order	order	NOUN
easat-9185	354	15	24–48	24–48	NUM
easat-9185	354	16	hours	hour	NOUN
easat-9185	354	17	2–3	2–3	NUM
easat-9185	354	18	hours	hour	NOUN
easat-9185	354	19	~90	~90	NUM
easat-9185	354	20	%	%	NOUN
easat-9185	354	21	faster	fast	ADJ
easat-9185	354	22	editor	editor	NOUN
easat-9185	354	23	productivity	productivity	NOUN
easat-9185	354	24	(	(	PUNCT
easat-9185	354	25	images	image	NOUN
easat-9185	354	26	/	/	SYM
easat-9185	354	27	day	day	NOUN
easat-9185	354	28	)	)	PUNCT
easat-9185	354	29	15–20	15–20	NUM
easat-9185	354	30	images	image	NOUN
easat-9185	354	31	50–100	50–100	PROPN
easat-9185	354	32	images	image	VERB
easat-9185	354	33	3–5x	3–5x	NUM
easat-9185	354	34	more	more	ADV
easat-9185	354	35	productive	productive	ADJ
easat-9185	354	36	average	average	ADJ
easat-9185	354	37	customer	customer	NOUN
easat-9185	354	38	satisfaction	satisfaction	NOUN
easat-9185	354	39	rating	rating	NOUN
easat-9185	354	40	(	(	PUNCT
easat-9185	354	41	/5	/5	SYM
easat-9185	354	42	)	)	PUNCT
easat-9185	354	43	4.2	4.2	NUM
easat-9185	354	44	4.6	4.6	NUM
easat-9185	354	45	+0.4	+0.4	NOUN
easat-9185	354	46	revision	revision	NOUN
easat-9185	354	47	request	request	NOUN
easat-9185	354	48	rate	rate	NOUN
easat-9185	354	49	15–20	15–20	NUM
easat-9185	354	50	%	%	NOUN
easat-9185	354	51	<	<	X
easat-9185	354	52	5	5	NUM
easat-9185	354	53	%	%	NOUN
easat-9185	354	54	reduced	reduce	VERB
easat-9185	354	55	by	by	ADP
easat-9185	354	56	3–4x	3–4x	NUM
easat-9185	354	57	automation	automation	NOUN
easat-9185	354	58	rate	rate	NOUN
easat-9185	354	59	20–30	20–30	NUM
easat-9185	354	60	%	%	NOUN
easat-9185	354	61	70–90	70–90	NUM
easat-9185	354	62	%	%	NOUN
easat-9185	354	63	substantial	substantial	ADJ
easat-9185	354	64	increase	increase	NOUN
easat-9185	354	65	•	•	NOUN
easat-9185	354	66	increased	increase	VERB
easat-9185	354	67	productivity	productivity	NOUN
easat-9185	354	68	and	and	CCONJ
easat-9185	354	69	reduced	reduce	VERB
easat-9185	354	70	labor	labor	NOUN
easat-9185	354	71	costs	cost	NOUN
easat-9185	354	72	:	:	PUNCT
easat-9185	354	73	thanks	thank	NOUN
easat-9185	354	74	to	to	ADP
easat-9185	354	75	automation	automation	NOUN
easat-9185	354	76	,	,	PUNCT
easat-9185	354	77	an	an	DET
easat-9185	354	78	editor	editor	NOUN
easat-9185	354	79	in	in	ADP
easat-9185	354	80	the	the	DET
easat-9185	354	81	system	system	NOUN
easat-9185	354	82	can	can	AUX
easat-9185	354	83	manage	manage	VERB
easat-9185	354	84	/	/	SYM
easat-9185	354	85	supervise	supervise	VERB
easat-9185	354	86	more	more	ADJ
easat-9185	354	87	projects	project	NOUN
easat-9185	354	88	at	at	ADP
easat-9185	354	89	the	the	DET
easat-9185	354	90	same	same	ADJ
easat-9185	354	91	time	time	NOUN
easat-9185	354	92	than	than	ADP
easat-9185	354	93	the	the	DET
easat-9185	354	94	traditional	traditional	ADJ
easat-9185	354	95	way	way	NOUN
easat-9185	354	96	.	.	PUNCT
easat-9185	355	1	test	test	NOUN
easat-9185	355	2	runs	run	NOUN
easat-9185	355	3	show	show	VERB
easat-9185	355	4	that	that	SCONJ
easat-9185	355	5	an	an	DET
easat-9185	355	6	editor	editor	NOUN
easat-9185	355	7	can	can	AUX
easat-9185	355	8	process	process	VERB
easat-9185	355	9	(	(	PUNCT
easat-9185	355	10	including	include	VERB
easat-9185	355	11	quality	quality	NOUN
easat-9185	355	12	control	control	NOUN
easat-9185	355	13	and	and	CCONJ
easat-9185	355	14	minor	minor	ADJ
easat-9185	355	15	editing	editing	NOUN
easat-9185	355	16	)	)	PUNCT
easat-9185	355	17	about	about	ADV
easat-9185	355	18	50	50	NUM
easat-9185	355	19	-	-	SYM
easat-9185	355	20	100	100	NUM
easat-9185	355	21	photos	photo	NOUN
easat-9185	355	22	per	per	ADP
easat-9185	355	23	day	day	NOUN
easat-9185	355	24	with	with	ADP
easat-9185	355	25	the	the	DET
easat-9185	355	26	support	support	NOUN
easat-9185	355	27	of	of	ADP
easat-9185	355	28	ai	ai	NOUN
easat-9185	355	29	,	,	PUNCT
easat-9185	355	30	while	while	SCONJ
easat-9185	355	31	if	if	SCONJ
easat-9185	355	32	done	do	VERB
easat-9185	355	33	completely	completely	ADV
easat-9185	355	34	by	by	ADP
easat-9185	355	35	hand	hand	NOUN
easat-9185	355	36	,	,	PUNCT
easat-9185	355	37	they	they	PRON
easat-9185	355	38	can	can	AUX
easat-9185	355	39	only	only	ADV
easat-9185	355	40	process	process	VERB
easat-9185	355	41	15	15	NUM
easat-9185	355	42	-	-	SYM
easat-9185	355	43	20	20	NUM
easat-9185	355	44	photos	photo	NOUN
easat-9185	355	45	.	.	PUNCT
easat-9185	356	1	productivity	productivity	NOUN
easat-9185	356	2	increased	increase	VERB
easat-9185	356	3	by	by	ADP
easat-9185	356	4	~3	~3	ADJ
easat-9185	356	5	-	-	PUNCT
easat-9185	356	6	5	5	NUM
easat-9185	356	7	times	time	NOUN
easat-9185	356	8	.	.	PUNCT
easat-9185	357	1	as	as	ADP
easat-9185	357	2	a	a	DET
easat-9185	357	3	result	result	NOUN
easat-9185	357	4	,	,	PUNCT
easat-9185	357	5	the	the	DET
easat-9185	357	6	labor	labor	NOUN
easat-9185	357	7	cost	cost	NOUN
easat-9185	357	8	per	per	ADP
easat-9185	357	9	product	product	NOUN
easat-9185	357	10	is	be	AUX
easat-9185	357	11	greatly	greatly	ADV
easat-9185	357	12	reduced	reduce	VERB
easat-9185	357	13	,	,	PUNCT
easat-9185	357	14	allowing	allow	VERB
easat-9185	357	15	the	the	DET
easat-9185	357	16	platform	platform	NOUN
easat-9185	357	17	to	to	PART
easat-9185	357	18	either	either	CCONJ
easat-9185	357	19	increase	increase	VERB
easat-9185	357	20	profit	profit	NOUN
easat-9185	357	21	margins	margin	NOUN
easat-9185	357	22	or	or	CCONJ
easat-9185	357	23	lower	low	ADJ
easat-9185	357	24	service	service	NOUN
easat-9185	357	25	prices	price	NOUN
easat-9185	357	26	to	to	PART
easat-9185	357	27	attract	attract	VERB
easat-9185	357	28	more	more	ADJ
easat-9185	357	29	customers	customer	NOUN
easat-9185	357	30	.	.	PUNCT
easat-9185	358	1	for	for	ADP
easat-9185	358	2	example	example	NOUN
easat-9185	358	3	,	,	PUNCT
easat-9185	358	4	if	if	SCONJ
easat-9185	358	5	the	the	DET
easat-9185	358	6	cost	cost	NOUN
easat-9185	358	7	of	of	ADP
easat-9185	358	8	outsourcing	outsource	VERB
easat-9185	358	9	photo	photo	NOUN
easat-9185	358	10	editing	editing	NOUN
easat-9185	358	11	was	be	AUX
easat-9185	358	12	$	$	SYM
easat-9185	358	13	5	5	NUM
easat-9185	358	14	before	before	ADV
easat-9185	358	15	,	,	PUNCT
easat-9185	358	16	now	now	ADV
easat-9185	358	17	with	with	ADP
easat-9185	358	18	automation	automation	NOUN
easat-9185	358	19	,	,	PUNCT
easat-9185	358	20	the	the	DET
easat-9185	358	21	effective	effective	ADJ
easat-9185	358	22	cost	cost	NOUN
easat-9185	358	23	can	can	AUX
easat-9185	358	24	be	be	AUX
easat-9185	358	25	only	only	ADV
easat-9185	358	26	~1	~1	ADJ
easat-9185	358	27	-	-	SYM
easat-9185	358	28	2	2	NUM
easat-9185	358	29	usd	usd	NOUN
easat-9185	358	30	.	.	PUNCT
easat-9185	359	1	e	e	X
easat-9185	359	2	-	-	NOUN
easat-9185	359	3	commerce	commerce	NOUN
easat-9185	359	4	company	company	NOUN
easat-9185	359	5	pixelz	pixelz	NOUN
easat-9185	359	6	also	also	ADV
easat-9185	359	7	noted	note	VERB
easat-9185	359	8	that	that	SCONJ
easat-9185	359	9	automation	automation	NOUN
easat-9185	359	10	has	have	AUX
easat-9185	359	11	helped	help	VERB
easat-9185	359	12	them	they	PRON
easat-9185	359	13	reduce	reduce	VERB
easat-9185	359	14	processing	processing	NOUN
easat-9185	359	15	time	time	NOUN
easat-9185	359	16	and	and	CCONJ
easat-9185	359	17	costs	cost	NOUN
easat-9185	359	18	,	,	PUNCT
easat-9185	359	19	providing	provide	VERB
easat-9185	359	20	mass	mass	NOUN
easat-9185	359	21	services	service	NOUN
easat-9185	359	22	at	at	ADP
easat-9185	359	23	competitive	competitive	ADJ
easat-9185	359	24	prices	price	NOUN
easat-9185	359	25	.	.	PUNCT
easat-9185	360	1	•	•	NUM
easat-9185	360	2	consistent	consistent	ADJ
easat-9185	360	3	quality	quality	NOUN
easat-9185	360	4	,	,	PUNCT
easat-9185	360	5	reduced	reduce	VERB
easat-9185	360	6	error	error	NOUN
easat-9185	360	7	rates	rate	NOUN
easat-9185	360	8	:	:	PUNCT
easat-9185	360	9	automated	automate	VERB
easat-9185	360	10	quality	quality	NOUN
easat-9185	360	11	checks	check	NOUN
easat-9185	360	12	on	on	ADP
easat-9185	360	13	1,000	1,000	NUM
easat-9185	360	14	images	image	NOUN
easat-9185	360	15	showed	show	VERB
easat-9185	360	16	that	that	SCONJ
easat-9185	360	17	the	the	DET
easat-9185	360	18	system	system	NOUN
easat-9185	360	19	detected	detect	VERB
easat-9185	360	20	and	and	CCONJ
easat-9185	360	21	corrected	correct	VERB
easat-9185	360	22	most	most	ADJ
easat-9185	360	23	of	of	ADP
easat-9185	360	24	the	the	DET
easat-9185	360	25	basic	basic	ADJ
easat-9185	360	26	errors	error	NOUN
easat-9185	360	27	(	(	PUNCT
easat-9185	360	28	such	such	ADJ
easat-9185	360	29	as	as	ADP
easat-9185	360	30	blurred	blur	VERB
easat-9185	360	31	object	object	NOUN
easat-9185	360	32	deletion	deletion	NOUN
easat-9185	360	33	areas	area	NOUN
easat-9185	360	34	,	,	PUNCT
easat-9185	360	35	inconsistent	inconsistent	ADJ
easat-9185	360	36	brightness	brightness	NOUN
easat-9185	360	37	between	between	ADP
easat-9185	360	38	images	image	NOUN
easat-9185	360	39	in	in	ADP
easat-9185	360	40	the	the	DET
easat-9185	360	41	same	same	ADJ
easat-9185	360	42	set	set	NOUN
easat-9185	360	43	)	)	PUNCT
easat-9185	360	44	.	.	PUNCT
easat-9185	361	1	thanks	thank	NOUN
easat-9185	361	2	to	to	ADP
easat-9185	361	3	a	a	DET
easat-9185	361	4	strict	strict	ADJ
easat-9185	361	5	qc	qc	NOUN
easat-9185	361	6	process	process	NOUN
easat-9185	361	7	,	,	PUNCT
easat-9185	361	8	the	the	DET
easat-9185	361	9	rate	rate	NOUN
easat-9185	361	10	of	of	ADP
easat-9185	361	11	products	product	NOUN
easat-9185	361	12	requested	request	VERB
easat-9185	361	13	by	by	ADP
easat-9185	361	14	customers	customer	NOUN
easat-9185	361	15	to	to	PART
easat-9185	361	16	be	be	AUX
easat-9185	361	17	remade	remade	VERB
easat-9185	361	18	is	be	AUX
easat-9185	361	19	expected	expect	VERB
easat-9185	361	20	to	to	PART
easat-9185	361	21	be	be	AUX
easat-9185	361	22	reduced	reduce	VERB
easat-9185	361	23	to	to	ADP
easat-9185	361	24	less	less	ADJ
easat-9185	361	25	than	than	ADP
easat-9185	361	26	5	5	NUM
easat-9185	361	27	%	%	NOUN
easat-9185	361	28	,	,	PUNCT
easat-9185	361	29	compared	compare	VERB
easat-9185	361	30	to	to	ADP
easat-9185	361	31	15	15	NUM
easat-9185	361	32	-	-	SYM
easat-9185	361	33	20	20	NUM
easat-9185	361	34	%	%	NOUN
easat-9185	361	35	in	in	ADP
easat-9185	361	36	a	a	DET
easat-9185	361	37	completely	completely	ADV
easat-9185	361	38	manual	manual	ADJ
easat-9185	361	39	process	process	NOUN
easat-9185	361	40	(	(	PUNCT
easat-9185	361	41	according	accord	VERB
easat-9185	361	42	to	to	ADP
easat-9185	361	43	industry	industry	NOUN
easat-9185	361	44	experience	experience	NOUN
easat-9185	361	45	)	)	PUNCT
easat-9185	361	46	.	.	PUNCT
easat-9185	362	1	quality	quality	NOUN
easat-9185	362	2	consistency	consistency	NOUN
easat-9185	362	3	is	be	AUX
easat-9185	362	4	also	also	ADV
easat-9185	362	5	higher	high	ADJ
easat-9185	362	6	because	because	SCONJ
easat-9185	362	7	ai	ai	VERB
easat-9185	362	8	adheres	adhere	NOUN
easat-9185	362	9	to	to	ADP
easat-9185	362	10	consistent	consistent	ADJ
easat-9185	362	11	standards	standard	NOUN
easat-9185	362	12	,	,	PUNCT
easat-9185	362	13	and	and	CCONJ
easat-9185	362	14	all	all	DET
easat-9185	362	15	products	product	NOUN
easat-9185	362	16	are	be	AUX
easat-9185	362	17	inspected	inspect	VERB
easat-9185	362	18	before	before	ADP
easat-9185	362	19	delivery	delivery	NOUN
easat-9185	362	20	.	.	PUNCT
easat-9185	363	1	customers	customer	NOUN
easat-9185	363	2	in	in	ADP
easat-9185	363	3	the	the	DET
easat-9185	363	4	trial	trial	NOUN
easat-9185	363	5	gave	give	VERB
easat-9185	363	6	an	an	DET
easat-9185	363	7	average	average	ADJ
easat-9185	363	8	satisfaction	satisfaction	NOUN
easat-9185	363	9	score	score	NOUN
easat-9185	363	10	of	of	ADP
easat-9185	363	11	4.6/5	4.6/5	NUM
easat-9185	363	12	,	,	PUNCT
easat-9185	363	13	higher	high	ADJ
easat-9185	363	14	than	than	ADP
easat-9185	363	15	the	the	DET
easat-9185	363	16	control	control	NOUN
easat-9185	363	17	group	group	NOUN
easat-9185	363	18	using	use	VERB
easat-9185	363	19	traditional	traditional	ADJ
easat-9185	363	20	services	service	NOUN
easat-9185	363	21	(	(	PUNCT
easat-9185	363	22	4.2/5	4.2/5	NUM
easat-9185	363	23	)	)	PUNCT
easat-9185	363	24	.	.	PUNCT
easat-9185	364	1	this	this	PRON
easat-9185	364	2	suggests	suggest	VERB
easat-9185	364	3	that	that	SCONJ
easat-9185	364	4	the	the	DET
easat-9185	364	5	system	system	NOUN
easat-9185	364	6	can	can	AUX
easat-9185	364	7	enhance	enhance	VERB
easat-9185	364	8	brand	brand	NOUN
easat-9185	364	9	reputation	reputation	NOUN
easat-9185	364	10	thanks	thank	NOUN
easat-9185	364	11	to	to	ADP
easat-9185	364	12	stable	stable	ADJ
easat-9185	364	13	quality	quality	NOUN
easat-9185	364	14	.	.	PUNCT
easat-9185	365	1	•	•	NUM
easat-9185	365	2	market	market	NOUN
easat-9185	365	3	expansion	expansion	NOUN
easat-9185	365	4	efficiency	efficiency	NOUN
easat-9185	365	5	:	:	PUNCT
easat-9185	365	6	with	with	ADP
easat-9185	365	7	fast	fast	ADJ
easat-9185	365	8	processing	processing	NOUN
easat-9185	365	9	time	time	NOUN
easat-9185	365	10	,	,	PUNCT
easat-9185	365	11	the	the	DET
easat-9185	365	12	system	system	NOUN
easat-9185	365	13	is	be	AUX
easat-9185	365	14	capable	capable	ADJ
easat-9185	365	15	of	of	ADP
easat-9185	365	16	receiving	receive	VERB
easat-9185	365	17	more	more	ADJ
easat-9185	365	18	orders	order	NOUN
easat-9185	365	19	in	in	ADP
easat-9185	365	20	the	the	DET
easat-9185	365	21	same	same	ADJ
easat-9185	365	22	period	period	NOUN
easat-9185	365	23	of	of	ADP
easat-9185	365	24	time	time	NOUN
easat-9185	365	25	.	.	PUNCT
easat-9185	366	1	it	it	PRON
easat-9185	366	2	is	be	AUX
easat-9185	366	3	predicted	predict	VERB
easat-9185	366	4	that	that	SCONJ
easat-9185	366	5	if	if	SCONJ
easat-9185	366	6	deployed	deploy	VERB
easat-9185	366	7	commercially	commercially	ADV
easat-9185	366	8	,	,	PUNCT
easat-9185	366	9	the	the	DET
easat-9185	366	10	platform	platform	NOUN
easat-9185	366	11	can	can	AUX
easat-9185	366	12	serve	serve	VERB
easat-9185	366	13	twice	twice	DET
easat-9185	366	14	the	the	DET
easat-9185	366	15	number	number	NOUN
easat-9185	366	16	of	of	ADP
easat-9185	366	17	customers	customer	NOUN
easat-9185	366	18	compared	compare	VERB
easat-9185	366	19	to	to	ADP
easat-9185	366	20	the	the	DET
easat-9185	366	21	old	old	ADJ
easat-9185	366	22	model	model	NOUN
easat-9185	366	23	without	without	ADP
easat-9185	366	24	having	have	VERB
easat-9185	366	25	to	to	PART
easat-9185	366	26	increase	increase	VERB
easat-9185	366	27	the	the	DET
easat-9185	366	28	number	number	NOUN
easat-9185	366	29	of	of	ADP
easat-9185	366	30	employees	employee	NOUN
easat-9185	366	31	accordingly	accordingly	ADV
easat-9185	366	32	.	.	PUNCT
easat-9185	367	1	the	the	DET
easat-9185	367	2	ability	ability	NOUN
easat-9185	367	3	to	to	PART
easat-9185	367	4	serve	serve	VERB
easat-9185	367	5	multiple	multiple	ADJ
easat-9185	367	6	languages	language	NOUN
easat-9185	367	7	via	via	ADP
easat-9185	367	8	chatbots	chatbot	NOUN
easat-9185	367	9	also	also	ADV
easat-9185	367	10	helps	help	VERB
easat-9185	367	11	to	to	PART
easat-9185	367	12	reach	reach	VERB
easat-9185	367	13	customers	customer	NOUN
easat-9185	367	14	from	from	ADP
easat-9185	367	15	different	different	ADJ
easat-9185	367	16	countries	country	NOUN
easat-9185	367	17	without	without	ADP
easat-9185	367	18	having	have	VERB
easat-9185	367	19	to	to	PART
easat-9185	367	20	hire	hire	VERB
easat-9185	367	21	a	a	DET
easat-9185	367	22	team	team	NOUN
easat-9185	367	23	that	that	PRON
easat-9185	367	24	knows	know	VERB
easat-9185	367	25	all	all	DET
easat-9185	367	26	languages	language	NOUN
easat-9185	367	27	.	.	PUNCT
easat-9185	368	1	for	for	ADP
easat-9185	368	2	example	example	NOUN
easat-9185	368	3	,	,	PUNCT
easat-9185	368	4	chatbots	chatbot	NOUN
easat-9185	368	5	can	can	AUX
easat-9185	368	6	support	support	VERB
easat-9185	368	7	in	in	ADP
easat-9185	368	8	english	english	PROPN
easat-9185	368	9	,	,	PUNCT
easat-9185	368	10	vietnamese	vietnamese	PROPN
easat-9185	368	11	,	,	PUNCT
easat-9185	368	12	japanese	japanese	PROPN
easat-9185	368	13	,	,	PUNCT
easat-9185	368	14	etc	etc	X
easat-9185	368	15	.	.	X
easat-9185	369	1	this	this	PRON
easat-9185	369	2	is	be	AUX
easat-9185	369	3	suitable	suitable	ADJ
easat-9185	369	4	for	for	ADP
easat-9185	369	5	the	the	DET
easat-9185	369	6	strategy	strategy	NOUN
easat-9185	369	7	of	of	ADP
easat-9185	369	8	expanding	expand	VERB
easat-9185	369	9	to	to	ADP
easat-9185	369	10	international	international	ADJ
easat-9185	369	11	markets	market	NOUN
easat-9185	369	12	,	,	PUNCT
easat-9185	369	13	increasing	increase	VERB
easat-9185	369	14	the	the	DET
easat-9185	369	15	potential	potential	ADJ
easat-9185	369	16	revenue	revenue	NOUN
easat-9185	369	17	scale	scale	NOUN
easat-9185	369	18	.	.	PUNCT
easat-9185	370	1	•	•	NUM
easat-9185	370	2	lessons	lesson	NOUN
easat-9185	370	3	learned	learn	VERB
easat-9185	370	4	from	from	ADP
easat-9185	370	5	the	the	DET
easat-9185	370	6	pilot	pilot	NOUN
easat-9185	370	7	:	:	PUNCT
easat-9185	370	8	the	the	DET
easat-9185	370	9	pilot	pilot	NOUN
easat-9185	370	10	also	also	ADV
easat-9185	370	11	revealed	reveal	VERB
easat-9185	370	12	some	some	DET
easat-9185	370	13	challenges	challenge	NOUN
easat-9185	370	14	to	to	PART
easat-9185	370	15	be	be	AUX
easat-9185	370	16	aware	aware	ADJ
easat-9185	370	17	of	of	ADP
easat-9185	370	18	.	.	PUNCT
easat-9185	371	1	for	for	ADP
easat-9185	371	2	example	example	NOUN
easat-9185	371	3	,	,	PUNCT
easat-9185	371	4	in	in	ADP
easat-9185	371	5	the	the	DET
easat-9185	371	6	early	early	ADJ
easat-9185	371	7	stages	stage	NOUN
easat-9185	371	8	,	,	PUNCT
easat-9185	371	9	ai	ai	NOUN
easat-9185	371	10	models	model	NOUN
easat-9185	371	11	may	may	AUX
easat-9185	371	12	not	not	PART
easat-9185	371	13	be	be	AUX
easat-9185	371	14	perfect	perfect	ADJ
easat-9185	371	15	,	,	PUNCT
easat-9185	371	16	leading	lead	VERB
easat-9185	371	17	to	to	ADP
easat-9185	371	18	some	some	DET
easat-9185	371	19	subtle	subtle	ADJ
easat-9185	371	20	errors	error	NOUN
easat-9185	371	21	slipping	slip	VERB
easat-9185	371	22	through	through	ADP
easat-9185	371	23	(	(	PUNCT
easat-9185	371	24	like	like	ADP
easat-9185	371	25	the	the	DET
easat-9185	371	26	sunset	sunset	NOUN
easat-9185	371	27	colors	color	NOUN
easat-9185	371	28	sometimes	sometimes	ADV
easat-9185	371	29	being	be	AUX
easat-9185	371	30	too	too	ADV
easat-9185	371	31	bright	bright	ADJ
easat-9185	371	32	,	,	PUNCT
easat-9185	371	33	making	make	VERB
easat-9185	371	34	the	the	DET
easat-9185	371	35	photos	photo	NOUN
easat-9185	371	36	look	look	VERB
easat-9185	371	37	fake	fake	ADJ
easat-9185	371	38	)	)	PUNCT
easat-9185	371	39	.	.	PUNCT
easat-9185	372	1	data	datum	NOUN
easat-9185	372	2	2379	2379	NUM
easat-9185	372	3	edelweiss	edelweiss	PROPN
easat-9185	372	4	applied	apply	VERB
easat-9185	372	5	science	science	NOUN
easat-9185	372	6	and	and	CCONJ
easat-9185	372	7	technology	technology	NOUN
easat-9185	372	8	issn	issn	PROPN
easat-9185	372	9	:	:	PUNCT
easat-9185	372	10	2576	2576	NUM
easat-9185	372	11	-	-	SYM
easat-9185	372	12	8484	8484	NUM
easat-9185	372	13	vol	vol	NOUN
easat-9185	372	14	.	.	PROPN
easat-9185	373	1	9	9	NUM
easat-9185	373	2	,	,	PUNCT
easat-9185	373	3	no	no	INTJ
easat-9185	373	4	.	.	NOUN
easat-9185	373	5	7	7	NUM
easat-9185	373	6	:	:	SYM
easat-9185	373	7	2365	2365	NUM
easat-9185	373	8	-	-	SYM
easat-9185	373	9	2381	2381	NUM
easat-9185	373	10	,	,	PUNCT
easat-9185	373	11	2025	2025	NUM
easat-9185	373	12	doi	doi	NOUN
easat-9185	373	13	:	:	PUNCT
easat-9185	373	14	10.55214/2576	10.55214/2576	NUM
easat-9185	373	15	-	-	SYM
easat-9185	373	16	8484.v9i7.9185	8484.v9i7.9185	NOUN
easat-9185	374	1	©	©	PROPN
easat-9185	374	2	2025	2025	NUM
easat-9185	374	3	by	by	ADP
easat-9185	374	4	the	the	DET
easat-9185	374	5	authors	author	NOUN
easat-9185	374	6	;	;	PUNCT
easat-9185	374	7	licensee	licensee	PROPN
easat-9185	374	8	learning	learn	VERB
easat-9185	374	9	gate	gate	NOUN
easat-9185	374	10	collection	collection	NOUN
easat-9185	374	11	and	and	CCONJ
easat-9185	374	12	model	model	NOUN
easat-9185	374	13	improvements	improvement	NOUN
easat-9185	374	14	are	be	AUX
easat-9185	374	15	needed	need	VERB
easat-9185	374	16	.	.	PUNCT
easat-9185	375	1	chatbots	chatbot	NOUN
easat-9185	375	2	may	may	AUX
easat-9185	375	3	also	also	ADV
easat-9185	375	4	have	have	VERB
easat-9185	375	5	to	to	PART
easat-9185	375	6	be	be	AUX
easat-9185	375	7	transferred	transfer	VERB
easat-9185	375	8	to	to	ADP
easat-9185	375	9	human	human	ADJ
easat-9185	375	10	support	support	NOUN
easat-9185	375	11	when	when	SCONJ
easat-9185	375	12	encountering	encounter	VERB
easat-9185	375	13	complex	complex	ADJ
easat-9185	375	14	requests	request	NOUN
easat-9185	375	15	,	,	PUNCT
easat-9185	375	16	so	so	SCONJ
easat-9185	375	17	a	a	DET
easat-9185	375	18	minimal	minimal	ADJ
easat-9185	375	19	support	support	NOUN
easat-9185	375	20	team	team	NOUN
easat-9185	375	21	is	be	AUX
easat-9185	375	22	still	still	ADV
easat-9185	375	23	needed	need	VERB
easat-9185	375	24	to	to	PART
easat-9185	375	25	ensure	ensure	VERB
easat-9185	375	26	the	the	DET
easat-9185	375	27	experience	experience	NOUN
easat-9185	375	28	.	.	PUNCT
easat-9185	376	1	regarding	regard	VERB
easat-9185	376	2	blockchain	blockchain	NOUN
easat-9185	376	3	,	,	PUNCT
easat-9185	376	4	some	some	DET
easat-9185	376	5	customers	customer	NOUN
easat-9185	376	6	who	who	PRON
easat-9185	376	7	are	be	AUX
easat-9185	376	8	not	not	PART
easat-9185	376	9	familiar	familiar	ADJ
easat-9185	376	10	with	with	ADP
easat-9185	376	11	it	it	PRON
easat-9185	376	12	may	may	AUX
easat-9185	376	13	be	be	AUX
easat-9185	376	14	hesitant	hesitant	ADJ
easat-9185	376	15	,	,	PUNCT
easat-9185	376	16	so	so	ADV
easat-9185	376	17	the	the	DET
easat-9185	376	18	system	system	NOUN
easat-9185	376	19	needs	need	VERB
easat-9185	376	20	to	to	PART
easat-9185	376	21	hide	hide	VERB
easat-9185	376	22	some	some	PRON
easat-9185	376	23	of	of	ADP
easat-9185	376	24	the	the	DET
easat-9185	376	25	complexity	complexity	NOUN
easat-9185	376	26	(	(	PUNCT
easat-9185	376	27	i.e.	i.e.	X
easat-9185	376	28	the	the	DET
easat-9185	376	29	payment	payment	NOUN
easat-9185	376	30	interface	interface	NOUN
easat-9185	376	31	should	should	AUX
easat-9185	376	32	still	still	ADV
easat-9185	376	33	support	support	VERB
easat-9185	376	34	credit	credit	NOUN
easat-9185	376	35	cards	card	NOUN
easat-9185	376	36	,	,	PUNCT
easat-9185	376	37	while	while	SCONJ
easat-9185	376	38	the	the	DET
easat-9185	376	39	system	system	NOUN
easat-9185	376	40	handles	handle	VERB
easat-9185	376	41	the	the	DET
easat-9185	376	42	back	back	ADJ
easat-9185	376	43	-	-	PUNCT
easat-9185	376	44	end	end	NOUN
easat-9185	376	45	blockchain	blockchain	NOUN
easat-9185	376	46	)	)	PUNCT
easat-9185	376	47	.	.	PUNCT
easat-9185	377	1	these	these	DET
easat-9185	377	2	adjustments	adjustment	NOUN
easat-9185	377	3	will	will	AUX
easat-9185	377	4	be	be	AUX
easat-9185	377	5	considered	consider	VERB
easat-9185	377	6	in	in	ADP
easat-9185	377	7	actual	actual	ADJ
easat-9185	377	8	deployment	deployment	NOUN
easat-9185	377	9	.	.	PUNCT
easat-9185	378	1	6	6	X
easat-9185	378	2	.	.	X
easat-9185	378	3	security	security	NOUN
easat-9185	378	4	and	and	CCONJ
easat-9185	378	5	privacy	privacy	NOUN
easat-9185	378	6	security	security	NOUN
easat-9185	378	7	and	and	CCONJ
easat-9185	378	8	privacy	privacy	NOUN
easat-9185	378	9	protection	protection	NOUN
easat-9185	378	10	are	be	AUX
easat-9185	378	11	indispensable	indispensable	ADJ
easat-9185	378	12	requirements	requirement	NOUN
easat-9185	378	13	for	for	ADP
easat-9185	378	14	an	an	DET
easat-9185	378	15	integrated	integrated	ADJ
easat-9185	378	16	system	system	NOUN
easat-9185	378	17	that	that	PRON
easat-9185	378	18	handles	handle	VERB
easat-9185	378	19	sensitive	sensitive	ADJ
easat-9185	378	20	image	image	NOUN
easat-9185	378	21	/	/	SYM
easat-9185	378	22	video	video	NOUN
easat-9185	378	23	data	datum	NOUN
easat-9185	378	24	and	and	CCONJ
easat-9185	378	25	financial	financial	ADJ
easat-9185	378	26	transactions	transaction	NOUN
easat-9185	378	27	.	.	PUNCT
easat-9185	379	1	we	we	PRON
easat-9185	379	2	propose	propose	VERB
easat-9185	379	3	multiple	multiple	ADJ
easat-9185	379	4	layers	layer	NOUN
easat-9185	379	5	of	of	ADP
easat-9185	379	6	measures	measure	NOUN
easat-9185	379	7	to	to	PART
easat-9185	379	8	ensure	ensure	VERB
easat-9185	379	9	that	that	SCONJ
easat-9185	379	10	the	the	DET
easat-9185	379	11	system	system	NOUN
easat-9185	379	12	operates	operate	VERB
easat-9185	379	13	securely	securely	ADV
easat-9185	379	14	,	,	PUNCT
easat-9185	379	15	customer	customer	NOUN
easat-9185	379	16	data	datum	NOUN
easat-9185	379	17	is	be	AUX
easat-9185	379	18	protected	protect	VERB
easat-9185	379	19	,	,	PUNCT
easat-9185	379	20	and	and	CCONJ
easat-9185	379	21	participants	participant	NOUN
easat-9185	379	22	can	can	AUX
easat-9185	379	23	trust	trust	VERB
easat-9185	379	24	the	the	DET
easat-9185	379	25	platform	platform	NOUN
easat-9185	379	26	.	.	PUNCT
easat-9185	380	1	(	(	PUNCT
easat-9185	380	2	1	1	X
easat-9185	380	3	)	)	PUNCT
easat-9185	380	4	image	image	NOUN
easat-9185	380	5	and	and	CCONJ
easat-9185	380	6	video	video	NOUN
easat-9185	380	7	data	datum	NOUN
easat-9185	380	8	security	security	NOUN
easat-9185	380	9	:	:	PUNCT
easat-9185	380	10	all	all	DET
easat-9185	380	11	content	content	NOUN
easat-9185	380	12	uploaded	upload	VERB
easat-9185	380	13	by	by	ADP
easat-9185	380	14	customers	customer	NOUN
easat-9185	380	15	(	(	PUNCT
easat-9185	380	16	original	original	ADJ
easat-9185	380	17	photos	photo	NOUN
easat-9185	380	18	,	,	PUNCT
easat-9185	380	19	original	original	ADJ
easat-9185	380	20	videos	video	NOUN
easat-9185	380	21	)	)	PUNCT
easat-9185	380	22	is	be	AUX
easat-9185	380	23	stored	store	VERB
easat-9185	380	24	on	on	ADP
easat-9185	380	25	the	the	DET
easat-9185	380	26	cloud	cloud	NOUN
easat-9185	380	27	system	system	NOUN
easat-9185	380	28	with	with	ADP
easat-9185	380	29	encryption	encryption	NOUN
easat-9185	380	30	both	both	CCONJ
easat-9185	380	31	during	during	ADP
easat-9185	380	32	storage	storage	NOUN
easat-9185	380	33	and	and	CCONJ
easat-9185	380	34	transmission	transmission	NOUN
easat-9185	380	35	.	.	PUNCT
easat-9185	381	1	only	only	ADV
easat-9185	381	2	necessary	necessary	ADJ
easat-9185	381	3	components	component	NOUN
easat-9185	381	4	have	have	VERB
easat-9185	381	5	access	access	NOUN
easat-9185	381	6	to	to	ADP
easat-9185	381	7	the	the	DET
easat-9185	381	8	file	file	NOUN
easat-9185	381	9	for	for	ADP
easat-9185	381	10	example	example	NOUN
easat-9185	381	11	,	,	PUNCT
easat-9185	381	12	ai	ai	VERB
easat-9185	381	13	services	service	NOUN
easat-9185	381	14	or	or	CCONJ
easat-9185	381	15	assigned	assign	VERB
easat-9185	381	16	editors	editor	NOUN
easat-9185	381	17	.	.	PUNCT
easat-9185	382	1	each	each	DET
easat-9185	382	2	file	file	NOUN
easat-9185	382	3	is	be	AUX
easat-9185	382	4	assigned	assign	VERB
easat-9185	382	5	a	a	DET
easat-9185	382	6	security	security	NOUN
easat-9185	382	7	identifier	identifier	NOUN
easat-9185	382	8	;	;	PUNCT
easat-9185	382	9	the	the	DET
easat-9185	382	10	actual	actual	ADJ
easat-9185	382	11	path	path	NOUN
easat-9185	382	12	of	of	ADP
easat-9185	382	13	the	the	DET
easat-9185	382	14	file	file	NOUN
easat-9185	382	15	is	be	AUX
easat-9185	382	16	not	not	PART
easat-9185	382	17	exposed	expose	VERB
easat-9185	382	18	to	to	ADP
easat-9185	382	19	the	the	DET
easat-9185	382	20	public	public	NOUN
easat-9185	382	21	.	.	PUNCT
easat-9185	383	1	when	when	SCONJ
easat-9185	383	2	customers	customer	NOUN
easat-9185	383	3	upload	upload	VERB
easat-9185	383	4	photos	photo	NOUN
easat-9185	383	5	or	or	CCONJ
easat-9185	383	6	download	download	VERB
easat-9185	383	7	results	result	NOUN
easat-9185	383	8	,	,	PUNCT
easat-9185	383	9	the	the	DET
easat-9185	383	10	https	https	NOUN
easat-9185	383	11	protocol	protocol	NOUN
easat-9185	383	12	is	be	AUX
easat-9185	383	13	used	use	VERB
easat-9185	383	14	to	to	PART
easat-9185	383	15	prevent	prevent	VERB
easat-9185	383	16	eavesdropping	eavesdropping	NOUN
easat-9185	383	17	[	[	X
easat-9185	383	18	24	24	NUM
easat-9185	383	19	]	]	PUNCT
easat-9185	383	20	.	.	PUNCT
easat-9185	384	1	in	in	ADP
easat-9185	384	2	addition	addition	NOUN
easat-9185	384	3	,	,	PUNCT
easat-9185	384	4	the	the	DET
easat-9185	384	5	system	system	NOUN
easat-9185	384	6	can	can	AUX
easat-9185	384	7	apply	apply	VERB
easat-9185	384	8	a	a	DET
easat-9185	384	9	temporary	temporary	ADJ
easat-9185	384	10	watermark	watermark	NOUN
easat-9185	384	11	[	[	X
easat-9185	384	12	25	25	NUM
easat-9185	384	13	]	]	PUNCT
easat-9185	384	14	on	on	ADP
easat-9185	384	15	the	the	DET
easat-9185	384	16	preview	preview	NOUN
easat-9185	384	17	image	image	NOUN
easat-9185	384	18	for	for	ADP
easat-9185	384	19	customers	customer	NOUN
easat-9185	384	20	until	until	SCONJ
easat-9185	384	21	they	they	PRON
easat-9185	384	22	complete	complete	VERB
easat-9185	384	23	payment	payment	NOUN
easat-9185	384	24	or	or	CCONJ
easat-9185	384	25	accept	accept	VERB
easat-9185	384	26	the	the	DET
easat-9185	384	27	product	product	NOUN
easat-9185	384	28	,	,	PUNCT
easat-9185	384	29	to	to	PART
easat-9185	384	30	avoid	avoid	VERB
easat-9185	384	31	using	use	VERB
easat-9185	384	32	it	it	PRON
easat-9185	384	33	without	without	ADP
easat-9185	384	34	paying	pay	VERB
easat-9185	384	35	.	.	PUNCT
easat-9185	385	1	(	(	PUNCT
easat-9185	385	2	2	2	NUM
easat-9185	385	3	)	)	PUNCT
easat-9185	385	4	access	access	NOUN
easat-9185	385	5	control	control	NOUN
easat-9185	385	6	and	and	CCONJ
easat-9185	385	7	authorization	authorization	NOUN
easat-9185	385	8	:	:	PUNCT
easat-9185	385	9	the	the	DET
easat-9185	385	10	system	system	NOUN
easat-9185	385	11	builds	build	VERB
easat-9185	385	12	a	a	DET
easat-9185	385	13	detailed	detailed	ADJ
easat-9185	385	14	authorization	authorization	NOUN
easat-9185	385	15	model	model	NOUN
easat-9185	385	16	:	:	PUNCT
easat-9185	385	17	customers	customer	NOUN
easat-9185	385	18	can	can	AUX
easat-9185	385	19	only	only	ADV
easat-9185	385	20	access	access	VERB
easat-9185	385	21	their	their	PRON
easat-9185	385	22	own	own	ADJ
easat-9185	385	23	content	content	NOUN
easat-9185	385	24	;	;	PUNCT
easat-9185	385	25	each	each	DET
easat-9185	385	26	editor	editor	NOUN
easat-9185	385	27	can	can	AUX
easat-9185	385	28	only	only	ADV
easat-9185	385	29	see	see	VERB
easat-9185	385	30	orders	order	NOUN
easat-9185	385	31	assigned	assign	VERB
easat-9185	385	32	to	to	ADP
easat-9185	385	33	them	they	PRON
easat-9185	385	34	,	,	PUNCT
easat-9185	385	35	and	and	CCONJ
easat-9185	385	36	can	can	AUX
easat-9185	385	37	not	not	PART
easat-9185	385	38	arbitrarily	arbitrarily	ADV
easat-9185	385	39	view	view	VERB
easat-9185	385	40	other	other	ADJ
easat-9185	385	41	people	people	NOUN
easat-9185	385	42	's	's	PART
easat-9185	385	43	projects	project	NOUN
easat-9185	385	44	.	.	PUNCT
easat-9185	386	1	system	system	NOUN
easat-9185	386	2	administrators	administrator	NOUN
easat-9185	386	3	can	can	AUX
easat-9185	386	4	have	have	VERB
easat-9185	386	5	higher	high	ADJ
easat-9185	386	6	permissions	permission	NOUN
easat-9185	386	7	,	,	PUNCT
easat-9185	386	8	but	but	CCONJ
easat-9185	386	9	all	all	DET
easat-9185	386	10	access	access	NOUN
easat-9185	386	11	to	to	ADP
easat-9185	386	12	sensitive	sensitive	ADJ
easat-9185	386	13	data	datum	NOUN
easat-9185	386	14	is	be	AUX
easat-9185	386	15	logged	log	VERB
easat-9185	386	16	for	for	ADP
easat-9185	386	17	monitoring	monitoring	NOUN
easat-9185	386	18	.	.	PUNCT
easat-9185	387	1	this	this	DET
easat-9185	387	2	authorization	authorization	NOUN
easat-9185	387	3	ensures	ensure	VERB
easat-9185	387	4	that	that	SCONJ
easat-9185	387	5	if	if	SCONJ
easat-9185	387	6	an	an	DET
easat-9185	387	7	editor	editor	NOUN
easat-9185	387	8	account	account	NOUN
easat-9185	387	9	is	be	AUX
easat-9185	387	10	compromised	compromise	VERB
easat-9185	387	11	,	,	PUNCT
easat-9185	387	12	the	the	DET
easat-9185	387	13	attacker	attacker	NOUN
easat-9185	387	14	can	can	AUX
easat-9185	387	15	not	not	PART
easat-9185	387	16	obtain	obtain	VERB
easat-9185	387	17	all	all	DET
easat-9185	387	18	customer	customer	NOUN
easat-9185	387	19	data	datum	NOUN
easat-9185	387	20	,	,	PUNCT
easat-9185	387	21	minimizing	minimize	VERB
easat-9185	387	22	the	the	DET
easat-9185	387	23	scope	scope	NOUN
easat-9185	387	24	of	of	ADP
easat-9185	387	25	impact	impact	NOUN
easat-9185	387	26	.	.	PUNCT
easat-9185	388	1	(	(	PUNCT
easat-9185	388	2	3	3	X
easat-9185	388	3	)	)	PUNCT
easat-9185	388	4	application	application	NOUN
easat-9185	388	5	and	and	CCONJ
easat-9185	388	6	server	server	NOUN
easat-9185	388	7	security	security	NOUN
easat-9185	388	8	:	:	PUNCT
easat-9185	388	9	all	all	DET
easat-9185	388	10	application	application	NOUN
easat-9185	388	11	components	component	NOUN
easat-9185	388	12	(	(	PUNCT
easat-9185	388	13	web	web	NOUN
easat-9185	388	14	,	,	PUNCT
easat-9185	388	15	mobile	mobile	ADJ
easat-9185	388	16	,	,	PUNCT
easat-9185	388	17	backend	backend	ADJ
easat-9185	388	18	api	api	NOUN
easat-9185	389	1	[	[	X
easat-9185	389	2	26	26	NUM
easat-9185	389	3	]	]	PUNCT
easat-9185	389	4	)	)	PUNCT
easat-9185	389	5	comply	comply	ADV
easat-9185	389	6	with	with	ADP
easat-9185	389	7	software	software	NOUN
easat-9185	389	8	development	development	NOUN
easat-9185	389	9	security	security	NOUN
easat-9185	389	10	standards	standard	NOUN
easat-9185	389	11	(	(	PUNCT
easat-9185	389	12	secure	secure	VERB
easat-9185	389	13	sdlc	sdlc	NOUN
easat-9185	389	14	)	)	PUNCT
easat-9185	389	15	.	.	PUNCT
easat-9185	390	1	common	common	ADJ
easat-9185	390	2	vulnerabilities	vulnerability	NOUN
easat-9185	390	3	such	such	ADJ
easat-9185	390	4	as	as	ADP
easat-9185	390	5	sql	sql	NOUN
easat-9185	390	6	injection	injection	NOUN
easat-9185	390	7	,	,	PUNCT
easat-9185	390	8	xss	xss	PROPN
easat-9185	390	9	,	,	PUNCT
easat-9185	390	10	csrf	csrf	PROPN
easat-9185	390	11	are	be	AUX
easat-9185	390	12	reviewed	review	VERB
easat-9185	390	13	and	and	CCONJ
easat-9185	390	14	prevented	prevent	VERB
easat-9185	390	15	.	.	PUNCT
easat-9185	391	1	in	in	ADP
easat-9185	391	2	particular	particular	ADJ
easat-9185	391	3	,	,	PUNCT
easat-9185	391	4	chatbot	chatbot	NOUN
easat-9185	391	5	and	and	CCONJ
easat-9185	391	6	nlp	nlp	NOUN
easat-9185	391	7	modules	module	NOUN
easat-9185	391	8	need	need	VERB
easat-9185	391	9	to	to	PART
easat-9185	391	10	avoid	avoid	VERB
easat-9185	391	11	the	the	DET
easat-9185	391	12	possibility	possibility	NOUN
easat-9185	391	13	of	of	ADP
easat-9185	391	14	prompt	prompt	ADJ
easat-9185	391	15	injection	injection	NOUN
easat-9185	391	16	when	when	SCONJ
easat-9185	391	17	users	user	NOUN
easat-9185	391	18	enter	enter	VERB
easat-9185	391	19	malicious	malicious	ADJ
easat-9185	391	20	input	input	NOUN
easat-9185	391	21	we	we	PRON
easat-9185	391	22	will	will	AUX
easat-9185	391	23	have	have	VERB
easat-9185	391	24	a	a	DET
easat-9185	391	25	mechanism	mechanism	NOUN
easat-9185	391	26	to	to	PART
easat-9185	391	27	filter	filter	VERB
easat-9185	391	28	and	and	CCONJ
easat-9185	391	29	disable	disable	VERB
easat-9185	391	30	dangerous	dangerous	ADJ
easat-9185	391	31	inputs	input	NOUN
easat-9185	391	32	.	.	PUNCT
easat-9185	392	1	on	on	ADP
easat-9185	392	2	the	the	DET
easat-9185	392	3	infrastructure	infrastructure	NOUN
easat-9185	392	4	layer	layer	NOUN
easat-9185	392	5	,	,	PUNCT
easat-9185	392	6	service	service	NOUN
easat-9185	392	7	containers	container	NOUN
easat-9185	392	8	are	be	AUX
easat-9185	392	9	isolated	isolate	VERB
easat-9185	392	10	,	,	PUNCT
easat-9185	392	11	have	have	VERB
easat-9185	392	12	limited	limit	VERB
easat-9185	392	13	rights	right	NOUN
easat-9185	392	14	(	(	PUNCT
easat-9185	392	15	do	do	AUX
easat-9185	392	16	not	not	PART
easat-9185	392	17	run	run	VERB
easat-9185	392	18	with	with	ADP
easat-9185	392	19	root	root	NOUN
easat-9185	392	20	user	user	NOUN
easat-9185	392	21	)	)	PUNCT
easat-9185	392	22	,	,	PUNCT
easat-9185	392	23	and	and	CCONJ
easat-9185	392	24	are	be	AUX
easat-9185	392	25	regularly	regularly	ADV
easat-9185	392	26	updated	update	VERB
easat-9185	392	27	with	with	ADP
easat-9185	392	28	patches	patch	NOUN
easat-9185	392	29	.	.	PUNCT
easat-9185	393	1	cloud	cloud	NOUN
easat-9185	393	2	firewalls	firewall	NOUN
easat-9185	393	3	and	and	CCONJ
easat-9185	393	4	intrusion	intrusion	NOUN
easat-9185	393	5	detection	detection	NOUN
easat-9185	393	6	/	/	SYM
easat-9185	393	7	remediation	remediation	NOUN
easat-9185	393	8	systems	system	NOUN
easat-9185	393	9	(	(	PUNCT
easat-9185	393	10	ids	ids	PROPN
easat-9185	393	11	/	/	SYM
easat-9185	393	12	ips	ip	NOUN
easat-9185	393	13	)	)	PUNCT
easat-9185	393	14	are	be	AUX
easat-9185	393	15	deployed	deploy	VERB
easat-9185	393	16	to	to	PART
easat-9185	393	17	prevent	prevent	VERB
easat-9185	393	18	unauthorized	unauthorized	ADJ
easat-9185	393	19	access	access	NOUN
easat-9185	393	20	.	.	PUNCT
easat-9185	394	1	(	(	PUNCT
easat-9185	394	2	4	4	X
easat-9185	394	3	)	)	PUNCT
easat-9185	394	4	ensuring	ensure	VERB
easat-9185	394	5	customer	customer	NOUN
easat-9185	394	6	privacy	privacy	NOUN
easat-9185	394	7	:	:	PUNCT
easat-9185	394	8	the	the	DET
easat-9185	394	9	system	system	NOUN
easat-9185	394	10	complies	comply	VERB
easat-9185	394	11	with	with	ADP
easat-9185	394	12	personal	personal	ADJ
easat-9185	394	13	data	datum	NOUN
easat-9185	394	14	protection	protection	NOUN
easat-9185	394	15	regulations	regulation	NOUN
easat-9185	394	16	(	(	PUNCT
easat-9185	394	17	e.g.	e.g.	ADV
easat-9185	394	18	gdpr	gdpr	VERB
easat-9185	394	19	if	if	SCONJ
easat-9185	394	20	serving	serve	VERB
easat-9185	394	21	european	european	ADJ
easat-9185	394	22	customers	customer	NOUN
easat-9185	394	23	)	)	PUNCT
easat-9185	394	24	.	.	PUNCT
easat-9185	395	1	personally	personally	ADV
easat-9185	395	2	identifiable	identifiable	ADJ
easat-9185	395	3	information	information	NOUN
easat-9185	395	4	(	(	PUNCT
easat-9185	395	5	name	name	NOUN
easat-9185	395	6	,	,	PUNCT
easat-9185	395	7	email	email	NOUN
easat-9185	395	8	,	,	PUNCT
easat-9185	395	9	billing	billing	NOUN
easat-9185	395	10	address	address	NOUN
easat-9185	395	11	)	)	PUNCT
easat-9185	395	12	is	be	AUX
easat-9185	395	13	encrypted	encrypt	VERB
easat-9185	395	14	in	in	ADP
easat-9185	395	15	the	the	DET
easat-9185	395	16	database	database	NOUN
easat-9185	395	17	.	.	PUNCT
easat-9185	396	1	only	only	ADV
easat-9185	396	2	store	store	VERB
easat-9185	396	3	what	what	PRON
easat-9185	396	4	is	be	AUX
easat-9185	396	5	necessary	necessary	ADJ
easat-9185	396	6	for	for	ADP
easat-9185	396	7	the	the	DET
easat-9185	396	8	service	service	NOUN
easat-9185	396	9	,	,	PUNCT
easat-9185	396	10	do	do	AUX
easat-9185	396	11	not	not	PART
easat-9185	396	12	abuse	abuse	VERB
easat-9185	396	13	data	datum	NOUN
easat-9185	396	14	for	for	ADP
easat-9185	396	15	other	other	ADJ
easat-9185	396	16	purposes	purpose	NOUN
easat-9185	396	17	without	without	ADP
easat-9185	396	18	the	the	DET
easat-9185	396	19	customer	customer	NOUN
easat-9185	396	20	's	's	PART
easat-9185	396	21	permission	permission	NOUN
easat-9185	396	22	.	.	PUNCT
easat-9185	397	1	if	if	SCONJ
easat-9185	397	2	the	the	DET
easat-9185	397	3	customer	customer	NOUN
easat-9185	397	4	requests	request	VERB
easat-9185	397	5	deletion	deletion	NOUN
easat-9185	397	6	of	of	ADP
easat-9185	397	7	their	their	PRON
easat-9185	397	8	data	datum	NOUN
easat-9185	397	9	,	,	PUNCT
easat-9185	397	10	the	the	DET
easat-9185	397	11	system	system	NOUN
easat-9185	397	12	will	will	AUX
easat-9185	397	13	permanently	permanently	ADV
easat-9185	397	14	delete	delete	VERB
easat-9185	397	15	it	it	PRON
easat-9185	397	16	according	accord	VERB
easat-9185	397	17	to	to	ADP
easat-9185	397	18	standard	standard	ADJ
easat-9185	397	19	procedures	procedure	NOUN
easat-9185	397	20	.	.	PUNCT
easat-9185	398	1	for	for	ADP
easat-9185	398	2	image	image	NOUN
easat-9185	398	3	data	datum	NOUN
easat-9185	398	4	with	with	ADP
easat-9185	398	5	faces	face	NOUN
easat-9185	398	6	or	or	CCONJ
easat-9185	398	7	sensitive	sensitive	ADJ
easat-9185	398	8	information	information	NOUN
easat-9185	398	9	,	,	PUNCT
easat-9185	398	10	the	the	DET
easat-9185	398	11	system	system	NOUN
easat-9185	398	12	will	will	AUX
easat-9185	398	13	not	not	PART
easat-9185	398	14	use	use	VERB
easat-9185	398	15	those	those	DET
easat-9185	398	16	images	image	NOUN
easat-9185	398	17	for	for	ADP
easat-9185	398	18	ai	ai	NOUN
easat-9185	398	19	training	training	NOUN
easat-9185	398	20	without	without	ADP
easat-9185	398	21	consent	consent	NOUN
easat-9185	398	22	(	(	PUNCT
easat-9185	398	23	to	to	PART
easat-9185	398	24	avoid	avoid	VERB
easat-9185	398	25	violating	violate	VERB
easat-9185	398	26	image	image	NOUN
easat-9185	398	27	privacy	privacy	NOUN
easat-9185	398	28	)	)	PUNCT
easat-9185	398	29	.	.	PUNCT
easat-9185	399	1	any	any	DET
easat-9185	399	2	use	use	NOUN
easat-9185	399	3	of	of	ADP
easat-9185	399	4	data	datum	NOUN
easat-9185	399	5	to	to	PART
easat-9185	399	6	improve	improve	VERB
easat-9185	399	7	ai	ai	NOUN
easat-9185	399	8	models	model	NOUN
easat-9185	399	9	will	will	AUX
easat-9185	399	10	be	be	AUX
easat-9185	399	11	at	at	ADP
easat-9185	399	12	an	an	DET
easat-9185	399	13	aggregated	aggregated	ADJ
easat-9185	399	14	,	,	PUNCT
easat-9185	399	15	anonymous	anonymous	ADJ
easat-9185	399	16	level	level	NOUN
easat-9185	399	17	.	.	PUNCT
easat-9185	400	1	(	(	PUNCT
easat-9185	400	2	5	5	X
easat-9185	400	3	)	)	PUNCT
easat-9185	400	4	security	security	NOUN
easat-9185	400	5	in	in	ADP
easat-9185	400	6	blockchain	blockchain	NOUN
easat-9185	400	7	:	:	PUNCT
easat-9185	400	8	although	although	SCONJ
easat-9185	400	9	blockchain	blockchain	PROPN
easat-9185	400	10	is	be	AUX
easat-9185	400	11	inherently	inherently	ADV
easat-9185	400	12	secure	secure	ADJ
easat-9185	400	13	,	,	PUNCT
easat-9185	400	14	the	the	DET
easat-9185	400	15	management	management	NOUN
easat-9185	400	16	of	of	ADP
easat-9185	400	17	private	private	ADJ
easat-9185	400	18	keys	key	NOUN
easat-9185	400	19	for	for	ADP
easat-9185	400	20	contract	contract	NOUN
easat-9185	400	21	wallet	wallet	NOUN
easat-9185	400	22	addresses	address	NOUN
easat-9185	400	23	must	must	AUX
easat-9185	400	24	be	be	AUX
easat-9185	400	25	done	do	VERB
easat-9185	400	26	carefully	carefully	ADV
easat-9185	400	27	.	.	PUNCT
easat-9185	401	1	the	the	DET
easat-9185	401	2	system	system	NOUN
easat-9185	401	3	can	can	AUX
easat-9185	401	4	use	use	VERB
easat-9185	401	5	secure	secure	ADJ
easat-9185	401	6	key	key	ADJ
easat-9185	401	7	management	management	NOUN
easat-9185	401	8	solutions	solution	NOUN
easat-9185	401	9	(	(	PUNCT
easat-9185	401	10	hsm	hsm	NOUN
easat-9185	401	11	hardware	hardware	NOUN
easat-9185	401	12	security	security	NOUN
easat-9185	401	13	module	module	NOUN
easat-9185	401	14	)	)	PUNCT
easat-9185	401	15	to	to	PART
easat-9185	401	16	avoid	avoid	VERB
easat-9185	401	17	key	key	ADJ
easat-9185	401	18	disclosure	disclosure	NOUN
easat-9185	401	19	.	.	PUNCT
easat-9185	402	1	smart	smart	ADJ
easat-9185	402	2	contracts	contract	NOUN
easat-9185	402	3	also	also	ADV
easat-9185	402	4	need	need	VERB
easat-9185	402	5	to	to	PART
easat-9185	402	6	be	be	AUX
easat-9185	402	7	audited	audit	VERB
easat-9185	402	8	(	(	PUNCT
easat-9185	402	9	audited	audit	VERB
easat-9185	402	10	)	)	PUNCT
easat-9185	402	11	to	to	PART
easat-9185	402	12	ensure	ensure	VERB
easat-9185	402	13	there	there	PRON
easat-9185	402	14	are	be	VERB
easat-9185	402	15	no	no	DET
easat-9185	402	16	vulnerabilities	vulnerability	NOUN
easat-9185	402	17	(	(	PUNCT
easat-9185	402	18	such	such	ADJ
easat-9185	402	19	as	as	ADP
easat-9185	402	20	overflow	overflow	ADJ
easat-9185	402	21	errors	error	NOUN
easat-9185	402	22	,	,	PUNCT
easat-9185	402	23	errors	error	NOUN
easat-9185	402	24	for	for	ADP
easat-9185	402	25	illogical	illogical	ADJ
easat-9185	402	26	withdrawals	withdrawal	NOUN
easat-9185	402	27	)	)	PUNCT
easat-9185	402	28	.	.	PUNCT
easat-9185	403	1	use	use	VERB
easat-9185	403	2	libraries	library	NOUN
easat-9185	403	3	and	and	CCONJ
easat-9185	403	4	standards	standard	NOUN
easat-9185	403	5	that	that	PRON
easat-9185	403	6	have	have	AUX
easat-9185	403	7	been	be	AUX
easat-9185	403	8	verified	verify	VERB
easat-9185	403	9	by	by	ADP
easat-9185	403	10	the	the	DET
easat-9185	403	11	community	community	NOUN
easat-9185	403	12	(	(	PUNCT
easat-9185	403	13	for	for	ADP
easat-9185	403	14	example	example	NOUN
easat-9185	403	15	,	,	PUNCT
easat-9185	403	16	openzeppelin	openzeppelin	NOUN
easat-9185	403	17	for	for	ADP
easat-9185	403	18	ethereum	ethereum	NOUN
easat-9185	403	19	smart	smart	ADJ
easat-9185	403	20	contracts	contract	NOUN
easat-9185	403	21	)	)	PUNCT
easat-9185	403	22	.	.	PUNCT
easat-9185	404	1	in	in	ADP
easat-9185	404	2	addition	addition	NOUN
easat-9185	404	3	,	,	PUNCT
easat-9185	404	4	if	if	SCONJ
easat-9185	404	5	allowing	allow	VERB
easat-9185	404	6	customers	customer	NOUN
easat-9185	404	7	to	to	PART
easat-9185	404	8	withdraw	withdraw	VERB
easat-9185	404	9	crypto	crypto	NOUN
easat-9185	404	10	to	to	ADP
easat-9185	404	11	private	private	ADJ
easat-9185	404	12	wallets	wallet	NOUN
easat-9185	404	13	,	,	PUNCT
easat-9185	404	14	there	there	PRON
easat-9185	404	15	must	must	AUX
easat-9185	404	16	be	be	AUX
easat-9185	404	17	an	an	DET
easat-9185	404	18	identity	identity	NOUN
easat-9185	404	19	verification	verification	NOUN
easat-9185	404	20	process	process	NOUN
easat-9185	404	21	(	(	PUNCT
easat-9185	404	22	kyc	kyc	PROPN
easat-9185	404	23	)	)	PUNCT
easat-9185	404	24	to	to	PART
easat-9185	404	25	comply	comply	VERB
easat-9185	404	26	with	with	ADP
easat-9185	404	27	anti	anti	ADJ
easat-9185	404	28	-	-	ADJ
easat-9185	404	29	money	money	ADJ
easat-9185	404	30	laundering	laundering	NOUN
easat-9185	404	31	regulations	regulation	NOUN
easat-9185	404	32	and	and	CCONJ
easat-9185	404	33	protect	protect	VERB
easat-9185	404	34	user	user	NOUN
easat-9185	404	35	assets	asset	NOUN
easat-9185	404	36	.	.	PUNCT
easat-9185	405	1	(	(	PUNCT
easat-9185	405	2	6	6	NUM
easat-9185	405	3	)	)	PUNCT
easat-9185	405	4	attack	attack	NOUN
easat-9185	405	5	response	response	NOUN
easat-9185	405	6	and	and	CCONJ
easat-9185	405	7	recovery	recovery	NOUN
easat-9185	405	8	:	:	PUNCT
easat-9185	405	9	the	the	DET
easat-9185	405	10	system	system	NOUN
easat-9185	405	11	prepares	prepare	VERB
easat-9185	405	12	response	response	NOUN
easat-9185	405	13	scenarios	scenario	NOUN
easat-9185	405	14	for	for	ADP
easat-9185	405	15	attack	attack	NOUN
easat-9185	405	16	situations	situation	NOUN
easat-9185	405	17	such	such	ADJ
easat-9185	405	18	as	as	ADP
easat-9185	405	19	distributed	distribute	VERB
easat-9185	405	20	denial	denial	NOUN
easat-9185	405	21	of	of	ADP
easat-9185	405	22	service	service	NOUN
easat-9185	405	23	(	(	PUNCT
easat-9185	405	24	ddos	ddo	NOUN
easat-9185	405	25	)	)	PUNCT
easat-9185	405	26	attacks	attack	NOUN
easat-9185	405	27	by	by	ADP
easat-9185	405	28	hiring	hire	VERB
easat-9185	405	29	ddos	ddo	NOUN
easat-9185	405	30	protection	protection	NOUN
easat-9185	405	31	services	service	NOUN
easat-9185	405	32	from	from	ADP
easat-9185	405	33	cloud	cloud	NOUN
easat-9185	405	34	providers	provider	NOUN
easat-9185	405	35	,	,	PUNCT
easat-9185	405	36	automatically	automatically	ADV
easat-9185	405	37	expanding	expand	VERB
easat-9185	405	38	resources	resource	NOUN
easat-9185	405	39	to	to	PART
easat-9185	405	40	absorb	absorb	VERB
easat-9185	405	41	bad	bad	ADJ
easat-9185	405	42	traffic	traffic	NOUN
easat-9185	405	43	,	,	PUNCT
easat-9185	405	44	and	and	CCONJ
easat-9185	405	45	blocking	block	VERB
easat-9185	405	46	suspicious	suspicious	ADJ
easat-9185	405	47	ips	ip	NOUN
easat-9185	405	48	.	.	PUNCT
easat-9185	406	1	in	in	ADP
easat-9185	406	2	case	case	NOUN
easat-9185	406	3	2380	2380	NUM
easat-9185	406	4	edelweiss	edelweiss	PROPN
easat-9185	406	5	applied	apply	VERB
easat-9185	406	6	science	science	NOUN
easat-9185	406	7	and	and	CCONJ
easat-9185	406	8	technology	technology	NOUN
easat-9185	406	9	issn	issn	PROPN
easat-9185	406	10	:	:	PUNCT
easat-9185	406	11	2576	2576	NUM
easat-9185	406	12	-	-	SYM
easat-9185	406	13	8484	8484	NUM
easat-9185	406	14	vol	vol	NOUN
easat-9185	406	15	.	.	PROPN
easat-9185	407	1	9	9	NUM
easat-9185	407	2	,	,	PUNCT
easat-9185	407	3	no	no	INTJ
easat-9185	407	4	.	.	NOUN
easat-9185	407	5	7	7	NUM
easat-9185	407	6	:	:	SYM
easat-9185	407	7	2365	2365	NUM
easat-9185	407	8	-	-	SYM
easat-9185	407	9	2381	2381	NUM
easat-9185	407	10	,	,	PUNCT
easat-9185	407	11	2025	2025	NUM
easat-9185	407	12	doi	doi	NOUN
easat-9185	407	13	:	:	PUNCT
easat-9185	407	14	10.55214/2576	10.55214/2576	NUM
easat-9185	407	15	-	-	SYM
easat-9185	407	16	8484.v9i7.9185	8484.v9i7.9185	NOUN
easat-9185	408	1	©	©	PROPN
easat-9185	408	2	2025	2025	NUM
easat-9185	408	3	by	by	ADP
easat-9185	408	4	the	the	DET
easat-9185	408	5	authors	author	NOUN
easat-9185	408	6	;	;	PUNCT
easat-9185	408	7	licensee	licensee	PROPN
easat-9185	408	8	learning	learn	VERB
easat-9185	408	9	gate	gate	NOUN
easat-9185	408	10	of	of	ADP
easat-9185	408	11	security	security	NOUN
easat-9185	408	12	incidents	incident	NOUN
easat-9185	408	13	(	(	PUNCT
easat-9185	408	14	e.g.	e.g.	ADV
easat-9185	408	15	data	data	NOUN
easat-9185	408	16	leaks	leak	NOUN
easat-9185	408	17	)	)	PUNCT
easat-9185	408	18	,	,	PUNCT
easat-9185	408	19	there	there	PRON
easat-9185	408	20	is	be	VERB
easat-9185	408	21	a	a	DET
easat-9185	408	22	transparent	transparent	ADJ
easat-9185	408	23	notification	notification	NOUN
easat-9185	408	24	process	process	NOUN
easat-9185	408	25	to	to	PART
easat-9185	408	26	affected	affect	VERB
easat-9185	408	27	users	user	NOUN
easat-9185	408	28	and	and	CCONJ
easat-9185	408	29	immediate	immediate	ADJ
easat-9185	408	30	remediation	remediation	NOUN
easat-9185	408	31	.	.	PUNCT
easat-9185	409	1	data	datum	NOUN
easat-9185	409	2	is	be	AUX
easat-9185	409	3	periodically	periodically	ADV
easat-9185	409	4	backed	back	VERB
easat-9185	409	5	up	up	ADP
easat-9185	409	6	in	in	ADP
easat-9185	409	7	many	many	ADJ
easat-9185	409	8	places	place	NOUN
easat-9185	409	9	,	,	PUNCT
easat-9185	409	10	and	and	CCONJ
easat-9185	409	11	there	there	PRON
easat-9185	409	12	is	be	VERB
easat-9185	409	13	a	a	DET
easat-9185	409	14	disaster	disaster	NOUN
easat-9185	409	15	recovery	recovery	NOUN
easat-9185	409	16	plan	plan	NOUN
easat-9185	409	17	to	to	PART
easat-9185	409	18	be	be	AUX
easat-9185	409	19	able	able	ADJ
easat-9185	409	20	to	to	PART
easat-9185	409	21	restore	restore	VERB
easat-9185	409	22	the	the	DET
easat-9185	409	23	system	system	NOUN
easat-9185	409	24	in	in	ADP
easat-9185	409	25	a	a	DET
easat-9185	409	26	short	short	ADJ
easat-9185	409	27	time	time	NOUN
easat-9185	409	28	if	if	SCONJ
easat-9185	409	29	a	a	DET
easat-9185	409	30	serious	serious	ADJ
easat-9185	409	31	incident	incident	NOUN
easat-9185	409	32	occurs	occur	VERB
easat-9185	409	33	(	(	PUNCT
easat-9185	409	34	e.g.	e.g.	ADV
easat-9185	409	35	natural	natural	ADJ
easat-9185	409	36	disaster	disaster	NOUN
easat-9185	409	37	at	at	ADP
easat-9185	409	38	the	the	DET
easat-9185	409	39	data	data	NOUN
easat-9185	409	40	center	center	NOUN
easat-9185	409	41	)	)	PUNCT
easat-9185	409	42	.	.	PUNCT
easat-9185	410	1	7	7	X
easat-9185	410	2	.	.	X
easat-9185	410	3	conclude	conclude	VERB
easat-9185	410	4	this	this	DET
easat-9185	410	5	study	study	NOUN
easat-9185	410	6	proposes	propose	VERB
easat-9185	410	7	an	an	DET
easat-9185	410	8	integrated	integrate	VERB
easat-9185	410	9	expert	expert	NOUN
easat-9185	410	10	system	system	NOUN
easat-9185	410	11	that	that	PRON
easat-9185	410	12	comprehensively	comprehensively	ADV
easat-9185	410	13	automates	automate	VERB
easat-9185	410	14	the	the	DET
easat-9185	410	15	process	process	NOUN
easat-9185	410	16	of	of	ADP
easat-9185	410	17	providing	provide	VERB
easat-9185	410	18	photo	photo	NOUN
easat-9185	410	19	and	and	CCONJ
easat-9185	410	20	video	video	NOUN
easat-9185	410	21	editing	editing	NOUN
easat-9185	410	22	and	and	CCONJ
easat-9185	410	23	virtual	virtual	ADJ
easat-9185	410	24	architecture	architecture	NOUN
easat-9185	410	25	services	service	NOUN
easat-9185	410	26	,	,	PUNCT
easat-9185	410	27	aiming	aim	VERB
easat-9185	410	28	to	to	PART
easat-9185	410	29	improve	improve	VERB
easat-9185	410	30	operational	operational	ADJ
easat-9185	410	31	efficiency	efficiency	NOUN
easat-9185	410	32	and	and	CCONJ
easat-9185	410	33	commercial	commercial	ADJ
easat-9185	410	34	potential	potential	NOUN
easat-9185	410	35	in	in	ADP
easat-9185	410	36	the	the	DET
easat-9185	410	37	field	field	NOUN
easat-9185	410	38	of	of	ADP
easat-9185	410	39	digital	digital	ADJ
easat-9185	410	40	content	content	NOUN
easat-9185	410	41	creation	creation	NOUN
easat-9185	410	42	.	.	PUNCT
easat-9185	411	1	the	the	DET
easat-9185	411	2	system	system	NOUN
easat-9185	411	3	harnesses	harness	VERB
easat-9185	411	4	the	the	DET
easat-9185	411	5	power	power	NOUN
easat-9185	411	6	of	of	ADP
easat-9185	411	7	modern	modern	ADJ
easat-9185	411	8	technologies	technology	NOUN
easat-9185	411	9	–	–	PUNCT
easat-9185	411	10	from	from	ADP
easat-9185	411	11	visual	visual	ADJ
easat-9185	411	12	ai	ai	PROPN
easat-9185	411	13	and	and	CCONJ
easat-9185	411	14	nlp	nlp	NOUN
easat-9185	411	15	to	to	PART
easat-9185	411	16	process	process	VERB
easat-9185	411	17	content	content	NOUN
easat-9185	411	18	and	and	CCONJ
easat-9185	411	19	customer	customer	NOUN
easat-9185	411	20	interactions	interaction	NOUN
easat-9185	411	21	,	,	PUNCT
easat-9185	411	22	intelligent	intelligent	ADJ
easat-9185	411	23	chatbots	chatbot	NOUN
easat-9185	411	24	to	to	PART
easat-9185	411	25	create	create	VERB
easat-9185	411	26	seamless	seamless	ADJ
easat-9185	411	27	experiences	experience	NOUN
easat-9185	411	28	,	,	PUNCT
easat-9185	411	29	cloud	cloud	NOUN
easat-9185	411	30	-	-	PUNCT
easat-9185	411	31	native	native	ADJ
easat-9185	411	32	architecture	architecture	NOUN
easat-9185	411	33	to	to	PART
easat-9185	411	34	ensure	ensure	VERB
easat-9185	411	35	flexible	flexible	ADJ
easat-9185	411	36	scalability	scalability	NOUN
easat-9185	411	37	,	,	PUNCT
easat-9185	411	38	to	to	PART
easat-9185	411	39	blockchain	blockchain	VERB
easat-9185	411	40	to	to	PART
easat-9185	411	41	enhance	enhance	VERB
easat-9185	411	42	transaction	transaction	NOUN
easat-9185	411	43	reliability	reliability	NOUN
easat-9185	411	44	.	.	PUNCT
easat-9185	412	1	through	through	ADP
easat-9185	412	2	analysis	analysis	NOUN
easat-9185	412	3	and	and	CCONJ
easat-9185	412	4	testing	testing	NOUN
easat-9185	412	5	,	,	PUNCT
easat-9185	412	6	we	we	PRON
easat-9185	412	7	clearly	clearly	ADV
easat-9185	412	8	see	see	VERB
easat-9185	412	9	the	the	DET
easat-9185	412	10	outstanding	outstanding	ADJ
easat-9185	412	11	benefits	benefit	NOUN
easat-9185	412	12	:	:	PUNCT
easat-9185	412	13	faster	fast	ADJ
easat-9185	412	14	processing	processing	NOUN
easat-9185	412	15	speed	speed	NOUN
easat-9185	412	16	,	,	PUNCT
easat-9185	412	17	lower	low	ADJ
easat-9185	412	18	costs	cost	NOUN
easat-9185	412	19	,	,	PUNCT
easat-9185	412	20	more	more	ADV
easat-9185	412	21	consistent	consistent	ADJ
easat-9185	412	22	product	product	NOUN
easat-9185	412	23	quality	quality	NOUN
easat-9185	412	24	,	,	PUNCT
easat-9185	412	25	and	and	CCONJ
easat-9185	412	26	higher	high	ADJ
easat-9185	412	27	levels	level	NOUN
easat-9185	412	28	of	of	ADP
easat-9185	412	29	transparency	transparency	NOUN
easat-9185	412	30	and	and	CCONJ
easat-9185	412	31	security	security	NOUN
easat-9185	412	32	compared	compare	VERB
easat-9185	412	33	to	to	ADP
easat-9185	412	34	traditional	traditional	ADJ
easat-9185	412	35	methods	method	NOUN
easat-9185	412	36	.	.	PUNCT
easat-9185	413	1	for	for	ADP
easat-9185	413	2	readers	reader	NOUN
easat-9185	413	3	who	who	PRON
easat-9185	413	4	are	be	AUX
easat-9185	413	5	managers	manager	NOUN
easat-9185	413	6	and	and	CCONJ
easat-9185	413	7	investors	investor	NOUN
easat-9185	413	8	,	,	PUNCT
easat-9185	413	9	this	this	DET
easat-9185	413	10	system	system	NOUN
easat-9185	413	11	suggests	suggest	VERB
easat-9185	413	12	a	a	DET
easat-9185	413	13	smart	smart	ADJ
easat-9185	413	14	and	and	CCONJ
easat-9185	413	15	competitive	competitive	ADJ
easat-9185	413	16	digital	digital	ADJ
easat-9185	413	17	service	service	NOUN
easat-9185	413	18	business	business	NOUN
easat-9185	413	19	model	model	NOUN
easat-9185	413	20	that	that	PRON
easat-9185	413	21	can	can	AUX
easat-9185	413	22	make	make	VERB
easat-9185	413	23	a	a	DET
easat-9185	413	24	difference	difference	NOUN
easat-9185	413	25	in	in	ADP
easat-9185	413	26	the	the	DET
easat-9185	413	27	market	market	NOUN
easat-9185	413	28	.	.	PUNCT
easat-9185	414	1	more	more	ADV
easat-9185	414	2	importantly	importantly	ADV
easat-9185	414	3	,	,	PUNCT
easat-9185	414	4	it	it	PRON
easat-9185	414	5	shows	show	VERB
easat-9185	414	6	the	the	DET
easat-9185	414	7	application	application	NOUN
easat-9185	414	8	of	of	ADP
easat-9185	414	9	4.0	4.0	NUM
easat-9185	414	10	technologies	technology	NOUN
easat-9185	414	11	not	not	PART
easat-9185	414	12	only	only	ADV
easat-9185	414	13	in	in	ADP
easat-9185	414	14	high	high	ADJ
easat-9185	414	15	-	-	PUNCT
easat-9185	414	16	tech	tech	NOUN
easat-9185	414	17	products	product	NOUN
easat-9185	414	18	but	but	CCONJ
easat-9185	414	19	also	also	ADV
easat-9185	414	20	in	in	ADP
easat-9185	414	21	the	the	DET
easat-9185	414	22	creative	creative	ADJ
easat-9185	414	23	service	service	NOUN
easat-9185	414	24	industry	industry	NOUN
easat-9185	414	25	,	,	PUNCT
easat-9185	414	26	thereby	thereby	ADV
easat-9185	414	27	improving	improve	VERB
easat-9185	414	28	industry	industry	NOUN
easat-9185	414	29	efficiency	efficiency	NOUN
easat-9185	414	30	and	and	CCONJ
easat-9185	414	31	opening	opening	NOUN
easat-9185	414	32	up	up	ADP
easat-9185	414	33	new	new	ADJ
easat-9185	414	34	directions	direction	NOUN
easat-9185	414	35	.	.	PUNCT
easat-9185	415	1	transparency	transparency	NOUN
easat-9185	415	2	:	:	PUNCT
easat-9185	415	3	the	the	DET
easat-9185	415	4	authors	author	NOUN
easat-9185	415	5	confirm	confirm	VERB
easat-9185	415	6	that	that	SCONJ
easat-9185	415	7	the	the	DET
easat-9185	415	8	manuscript	manuscript	NOUN
easat-9185	415	9	is	be	AUX
easat-9185	415	10	an	an	DET
easat-9185	415	11	honest	honest	ADJ
easat-9185	415	12	,	,	PUNCT
easat-9185	415	13	accurate	accurate	ADJ
easat-9185	415	14	,	,	PUNCT
easat-9185	415	15	and	and	CCONJ
easat-9185	415	16	transparent	transparent	ADJ
easat-9185	415	17	account	account	NOUN
easat-9185	415	18	of	of	ADP
easat-9185	415	19	the	the	DET
easat-9185	415	20	study	study	NOUN
easat-9185	415	21	;	;	PUNCT
easat-9185	415	22	that	that	SCONJ
easat-9185	415	23	no	no	DET
easat-9185	415	24	vital	vital	ADJ
easat-9185	415	25	features	feature	NOUN
easat-9185	415	26	of	of	ADP
easat-9185	415	27	the	the	DET
easat-9185	415	28	study	study	NOUN
easat-9185	415	29	have	have	AUX
easat-9185	415	30	been	be	AUX
easat-9185	415	31	omitted	omit	VERB
easat-9185	415	32	;	;	PUNCT
easat-9185	415	33	and	and	CCONJ
easat-9185	415	34	that	that	SCONJ
easat-9185	415	35	any	any	DET
easat-9185	415	36	discrepancies	discrepancy	NOUN
easat-9185	415	37	from	from	ADP
easat-9185	415	38	the	the	DET
easat-9185	415	39	study	study	NOUN
easat-9185	415	40	as	as	SCONJ
easat-9185	415	41	planned	plan	VERB
easat-9185	415	42	have	have	AUX
easat-9185	415	43	been	be	AUX
easat-9185	415	44	explained	explain	VERB
easat-9185	415	45	.	.	PUNCT
easat-9185	416	1	this	this	DET
easat-9185	416	2	study	study	NOUN
easat-9185	416	3	followed	follow	VERB
easat-9185	416	4	all	all	DET
easat-9185	416	5	ethical	ethical	ADJ
easat-9185	416	6	practices	practice	NOUN
easat-9185	416	7	during	during	ADP
easat-9185	416	8	writing	writing	NOUN
easat-9185	416	9	.	.	PUNCT
easat-9185	417	1	copyright	copyright	NOUN
easat-9185	417	2	:	:	PUNCT
easat-9185	417	3	©	©	PROPN
easat-9185	417	4	2025	2025	NUM
easat-9185	417	5	by	by	ADP
easat-9185	417	6	the	the	DET
easat-9185	417	7	authors	author	NOUN
easat-9185	417	8	.	.	PUNCT
easat-9185	418	1	this	this	DET
easat-9185	418	2	open	open	ADJ
easat-9185	418	3	-	-	PUNCT
easat-9185	418	4	access	access	NOUN
easat-9185	418	5	article	article	NOUN
easat-9185	418	6	is	be	AUX
easat-9185	418	7	distributed	distribute	VERB
easat-9185	418	8	under	under	ADP
easat-9185	418	9	the	the	DET
easat-9185	418	10	terms	term	NOUN
easat-9185	418	11	and	and	CCONJ
easat-9185	418	12	conditions	condition	NOUN
easat-9185	418	13	of	of	ADP
easat-9185	418	14	the	the	DET
easat-9185	418	15	creative	creative	ADJ
easat-9185	418	16	commons	common	NOUN
easat-9185	418	17	attribution	attribution	NOUN
easat-9185	418	18	(	(	PUNCT
easat-9185	418	19	cc	cc	NOUN
easat-9185	418	20	by	by	ADP
easat-9185	418	21	)	)	PUNCT
easat-9185	418	22	license	license	NOUN
easat-9185	418	23	(	(	PUNCT
easat-9185	418	24	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-9185	418	25	)	)	PUNCT
easat-9185	418	26	.	.	PUNCT
easat-9185	419	1	references	reference	NOUN
easat-9185	420	1	[	[	X
easat-9185	420	2	1	1	X
easat-9185	420	3	]	]	PUNCT
easat-9185	420	4	the	the	DET
easat-9185	420	5	zebra	zebra	NOUN
easat-9185	420	6	,	,	PUNCT
easat-9185	420	7	“	"	PUNCT
easat-9185	420	8	home	home	NOUN
easat-9185	420	9	saging	saging	NOUN
easat-9185	420	10	statistics	statistic	NOUN
easat-9185	420	11	.	.	PUNCT
easat-9185	421	1	austin	austin	PROPN
easat-9185	421	2	,	,	PUNCT
easat-9185	421	3	tx	tx	PROPN
easat-9185	421	4	:	:	PUNCT
easat-9185	421	5	the	the	DET
easat-9185	421	6	zebra	zebra	NOUN
easat-9185	421	7	,	,	PUNCT
easat-9185	421	8	2025	2025	NUM
easat-9185	421	9	.	.	PUNCT
easat-9185	422	1	[	[	X
easat-9185	422	2	2	2	NUM
easat-9185	422	3	]	]	X
easat-9185	422	4	n.	n.	NOUN
easat-9185	422	5	deleon	deleon	PROPN
easat-9185	422	6	,	,	PUNCT
easat-9185	422	7	"	"	PUNCT
easat-9185	422	8	60	60	NUM
easat-9185	422	9	video	video	NOUN
easat-9185	422	10	marketing	marketing	NOUN
easat-9185	422	11	statistics	statistic	NOUN
easat-9185	422	12	for	for	ADP
easat-9185	422	13	2025	2025	NUM
easat-9185	422	14	you	you	PRON
easat-9185	422	15	ca	can	AUX
easat-9185	422	16	n’t	not	PART
easat-9185	422	17	ignore	ignore	VERB
easat-9185	422	18	,	,	PUNCT
easat-9185	422	19	"	"	PUNCT
easat-9185	422	20	2025	2025	NUM
easat-9185	422	21	.	.	PUNCT
easat-9185	422	22	https://www.linkedin.com/pulse/60video-marketing-statistics-2025-you-cant-ignore-nuby-deleon-fa74e/.	https://www.linkedin.com/pulse/60video-marketing-statistics-2025-you-cant-ignore-nuby-deleon-fa74e/.	PROPN
easat-9185	423	1	[	[	PUNCT
easat-9185	423	2	accessed	access	VERB
easat-9185	423	3	jun	jun	PROPN
easat-9185	423	4	.	.	PROPN
easat-9185	423	5	27	27	NUM
easat-9185	423	6	,	,	PUNCT
easat-9185	423	7	2025	2025	NUM
easat-9185	423	8	]	]	PUNCT
easat-9185	424	1	[	[	X
easat-9185	424	2	3	3	NUM
easat-9185	424	3	]	]	PUNCT
easat-9185	424	4	photoup	photoup	NOUN
easat-9185	424	5	,	,	PUNCT
easat-9185	424	6	"	"	PUNCT
easat-9185	424	7	the	the	DET
easat-9185	424	8	role	role	NOUN
easat-9185	424	9	of	of	ADP
easat-9185	424	10	ai	ai	VERB
easat-9185	424	11	in	in	ADP
easat-9185	424	12	real	real	ADJ
easat-9185	424	13	estate	estate	NOUN
easat-9185	424	14	photo	photo	NOUN
easat-9185	424	15	editing	editing	NOUN
easat-9185	424	16	–	–	PUNCT
easat-9185	424	17	is	be	AUX
easat-9185	424	18	it	it	PRON
easat-9185	424	19	worth	worth	ADJ
easat-9185	424	20	the	the	DET
easat-9185	424	21	hype	hype	NOUN
easat-9185	424	22	?	?	PUNCT
easat-9185	425	1	photoup	photoup	NOUN
easat-9185	425	2	,	,	PUNCT
easat-9185	425	3	"	"	PUNCT
easat-9185	425	4	2025	2025	NUM
easat-9185	425	5	.	.	PUNCT
easat-9185	426	1	https://www.photoup.net/learn/the-role-of-ai-in-real-estate-photo-editing-is-it-worth-the-hype	https://www.photoup.net/learn/the-role-of-ai-in-real-estate-photo-editing-is-it-worth-the-hype	PROPN
easat-9185	426	2	.	.	PUNCT
easat-9185	427	1	[	[	X
easat-9185	427	2	accessed	access	VERB
easat-9185	427	3	jun	jun	PROPN
easat-9185	427	4	.	.	PROPN
easat-9185	427	5	27	27	NUM
easat-9185	427	6	,	,	PUNCT
easat-9185	427	7	2025	2025	NUM
easat-9185	427	8	]	]	PUNCT
easat-9185	428	1	[	[	X
easat-9185	428	2	4	4	NUM
easat-9185	428	3	]	]	PUNCT
easat-9185	428	4	z.	z.	PROPN
easat-9185	428	5	liu	liu	PROPN
easat-9185	428	6	,	,	PUNCT
easat-9185	428	7	t.	t.	PROPN
easat-9185	428	8	li	li	PROPN
easat-9185	428	9	,	,	PUNCT
easat-9185	428	10	t.	t.	PROPN
easat-9185	428	11	ren	ren	PROPN
easat-9185	428	12	,	,	PUNCT
easat-9185	428	13	d.	d.	PROPN
easat-9185	428	14	chen	chen	PROPN
easat-9185	428	15	,	,	PUNCT
easat-9185	428	16	w.	w.	PROPN
easat-9185	428	17	li	li	PROPN
easat-9185	428	18	,	,	PUNCT
easat-9185	428	19	and	and	CCONJ
easat-9185	428	20	w.	w.	PROPN
easat-9185	428	21	qiu	qiu	PROPN
easat-9185	428	22	,	,	PUNCT
easat-9185	428	23	"	"	PUNCT
easat-9185	428	24	day	day	NOUN
easat-9185	428	25	-	-	PUNCT
easat-9185	428	26	to	to	ADP
easat-9185	428	27	-	-	PUNCT
easat-9185	428	28	night	night	NOUN
easat-9185	428	29	street	street	NOUN
easat-9185	428	30	view	view	NOUN
easat-9185	428	31	image	image	NOUN
easat-9185	428	32	generation	generation	NOUN
easat-9185	428	33	for	for	ADP
easat-9185	428	34	24	24	NUM
easat-9185	428	35	-	-	PUNCT
easat-9185	428	36	hour	hour	NOUN
easat-9185	428	37	urban	urban	ADJ
easat-9185	428	38	scene	scene	NOUN
easat-9185	428	39	auditing	auditing	NOUN
easat-9185	428	40	using	use	VERB
easat-9185	428	41	generative	generative	ADJ
easat-9185	428	42	ai	ai	NOUN
easat-9185	428	43	,	,	PUNCT
easat-9185	428	44	"	"	PUNCT
easat-9185	428	45	journal	journal	NOUN
easat-9185	428	46	of	of	ADP
easat-9185	428	47	imaging	imaging	NOUN
easat-9185	428	48	,	,	PUNCT
easat-9185	428	49	vol	vol	NOUN
easat-9185	428	50	.	.	PROPN
easat-9185	428	51	10	10	NUM
easat-9185	428	52	,	,	PUNCT
easat-9185	428	53	no	no	INTJ
easat-9185	428	54	.	.	NOUN
easat-9185	428	55	5	5	NUM
easat-9185	428	56	,	,	PUNCT
easat-9185	428	57	p.	p.	NOUN
easat-9185	428	58	112	112	NUM
easat-9185	428	59	,	,	PUNCT
easat-9185	428	60	2024	2024	NUM
easat-9185	428	61	.	.	PUNCT
easat-9185	429	1	https://doi.org/10.3390/jimaging10050112	https://doi.org/10.3390/jimaging10050112	PROPN
easat-9185	429	2	[	[	X
easat-9185	429	3	5	5	NUM
easat-9185	429	4	]	]	X
easat-9185	429	5	learning	learn	VERB
easat-9185	429	6	on	on	ADP
easat-9185	429	7	screen	screen	NOUN
easat-9185	429	8	,	,	PUNCT
easat-9185	429	9	"	"	PUNCT
easat-9185	429	10	can	can	AUX
easat-9185	429	11	ai	ai	AUX
easat-9185	429	12	simplify	simplify	VERB
easat-9185	429	13	the	the	DET
easat-9185	429	14	workflow	workflow	NOUN
easat-9185	429	15	of	of	ADP
easat-9185	429	16	documentary	documentary	NOUN
easat-9185	429	17	pre	pre	ADJ
easat-9185	429	18	-	-	VERB
easat-9185	429	19	editing	edit	VERB
easat-9185	429	20	?	?	PUNCT
easat-9185	430	1	learning	learn	VERB
easat-9185	430	2	on	on	ADP
easat-9185	430	3	screen	screen	NOUN
easat-9185	430	4	,	,	PUNCT
easat-9185	430	5	"	"	PUNCT
easat-9185	430	6	2025	2025	NUM
easat-9185	430	7	.	.	PUNCT
easat-9185	431	1	https://learningonscreen.ac.uk/viewfinder/articles/can-ai-simplify-the-workflow-of-documentary-pre-editing/.	https://learningonscreen.ac.uk/viewfinder/articles/can-ai-simplify-the-workflow-of-documentary-pre-editing/.	NOUN
easat-9185	432	1	[	[	X
easat-9185	432	2	accessed	access	VERB
easat-9185	432	3	jun	jun	PROPN
easat-9185	432	4	.	.	PROPN
easat-9185	432	5	27	27	NUM
easat-9185	432	6	,	,	PUNCT
easat-9185	432	7	2025	2025	NUM
easat-9185	432	8	]	]	PUNCT
easat-9185	433	1	[	[	X
easat-9185	433	2	6	6	NUM
easat-9185	433	3	]	]	X
easat-9185	433	4	pixelz	pixelz	NOUN
easat-9185	433	5	,	,	PUNCT
easat-9185	433	6	"	"	PUNCT
easat-9185	433	7	automating	automate	VERB
easat-9185	433	8	product	product	NOUN
easat-9185	433	9	image	image	NOUN
easat-9185	433	10	retouching	retouch	VERB
easat-9185	433	11	with	with	ADP
easat-9185	433	12	ai	ai	PROPN
easat-9185	433	13	.	.	PROPN
easat-9185	433	14	pixelz	pixelz	PROPN
easat-9185	433	15	,	,	PUNCT
easat-9185	433	16	"	"	PUNCT
easat-9185	433	17	2025	2025	NUM
easat-9185	433	18	.	.	PUNCT
easat-9185	434	1	https://www.pixelz.com/blog/ai-automateproduct-image-retouching/.	https://www.pixelz.com/blog/ai-automateproduct-image-retouching/.	NOUN
easat-9185	435	1	[	[	X
easat-9185	435	2	accessed	access	VERB
easat-9185	435	3	jun	jun	PROPN
easat-9185	435	4	.	.	PROPN
easat-9185	435	5	27	27	NUM
easat-9185	435	6	,	,	PUNCT
easat-9185	435	7	2025	2025	NUM
easat-9185	435	8	]	]	PUNCT
easat-9185	436	1	[	[	X
easat-9185	436	2	7	7	X
easat-9185	436	3	]	]	X
easat-9185	436	4	u.	u.	PROPN
easat-9185	436	5	abel	abel	PROPN
easat-9185	436	6	,	,	PUNCT
easat-9185	436	7	c.	c.	PROPN
easat-9185	436	8	emmanuel	emmanuel	PROPN
easat-9185	436	9	,	,	PUNCT
easat-9185	436	10	and	and	CCONJ
easat-9185	436	11	o.	o.	PROPN
easat-9185	436	12	pascal	pascal	PROPN
easat-9185	436	13	ugochukwu	ugochukwu	PROPN
easat-9185	436	14	,	,	PUNCT
easat-9185	436	15	"	"	PUNCT
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easat-9185	436	24	service	service	NOUN
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easat-9185	436	56	,	,	PUNCT
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easat-9185	436	58	.	.	PUNCT
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easat-9185	437	6	,	,	PUNCT
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easat-9185	438	2	,	,	PUNCT
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easat-9185	443	2	,	,	PUNCT
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easat-9185	462	20	"	"	PUNCT
easat-9185	462	21	machine	machine	NOUN
easat-9185	462	22	learning	learning	NOUN
easat-9185	462	23	in	in	ADP
easat-9185	462	24	supply	supply	NOUN
easat-9185	462	25	chain	chain	NOUN
easat-9185	462	26	:	:	PUNCT
easat-9185	462	27	prediction	prediction	NOUN
easat-9185	462	28	of	of	ADP
easat-9185	462	29	real	real	ADJ
easat-9185	462	30	-	-	PUNCT
easat-9185	462	31	time	time	NOUN
easat-9185	462	32	e	e	NOUN
easat-9185	462	33	-	-	NOUN
easat-9185	462	34	order	order	NOUN
easat-9185	462	35	arrivals	arrival	NOUN
easat-9185	462	36	using	use	VERB
easat-9185	462	37	anfis	anfis	PROPN
easat-9185	462	38	,	,	PUNCT
easat-9185	462	39	"	"	PUNCT
easat-9185	462	40	international	international	ADJ
easat-9185	462	41	journal	journal	NOUN
easat-9185	462	42	of	of	ADP
easat-9185	462	43	system	system	NOUN
easat-9185	462	44	assurance	assurance	NOUN
easat-9185	462	45	engineering	engineering	NOUN
easat-9185	462	46	and	and	CCONJ
easat-9185	462	47	management	management	NOUN
easat-9185	462	48	,	,	PUNCT
easat-9185	462	49	vol	vol	NOUN
easat-9185	462	50	.	.	PROPN
easat-9185	462	51	14	14	NUM
easat-9185	462	52	,	,	PUNCT
easat-9185	462	53	no	no	INTJ
easat-9185	462	54	.	.	NOUN
easat-9185	462	55	1	1	NUM
easat-9185	462	56	,	,	PUNCT
easat-9185	462	57	pp	pp	ADJ
easat-9185	462	58	.	.	PUNCT
easat-9185	462	59	549	549	NUM
easat-9185	462	60	-	-	SYM
easat-9185	462	61	568	568	NUM
easat-9185	462	62	,	,	PUNCT
easat-9185	462	63	2023	2023	NUM
easat-9185	462	64	.	.	PUNCT
easat-9185	462	65	https://doi.org/10.1007/s13198-022-01851-7	https://doi.org/10.1007/s13198-022-01851-7	NUM
easat-9185	463	1	[	[	X
easat-9185	463	2	16	16	NUM
easat-9185	463	3	]	]	X
easat-9185	463	4	y.	y.	PROPN
easat-9185	463	5	fan	fan	PROPN
easat-9185	463	6	et	et	PROPN
easat-9185	463	7	al	al	PROPN
easat-9185	463	8	.	.	PROPN
easat-9185	463	9	,	,	PUNCT
easat-9185	463	10	"	"	PUNCT
easat-9185	463	11	beware	beware	NOUN
easat-9185	463	12	of	of	ADP
easat-9185	463	13	metacognitive	metacognitive	ADJ
easat-9185	463	14	laziness	laziness	NOUN
easat-9185	463	15	:	:	PUNCT
easat-9185	463	16	effects	effect	NOUN
easat-9185	463	17	of	of	ADP
easat-9185	463	18	generative	generative	ADJ
easat-9185	463	19	artificial	artificial	ADJ
easat-9185	463	20	intelligence	intelligence	NOUN
easat-9185	463	21	on	on	ADP
easat-9185	463	22	learning	learn	VERB
easat-9185	463	23	motivation	motivation	NOUN
easat-9185	463	24	,	,	PUNCT
easat-9185	463	25	processes	process	NOUN
easat-9185	463	26	,	,	PUNCT
easat-9185	463	27	and	and	CCONJ
easat-9185	463	28	performance	performance	NOUN
easat-9185	463	29	,	,	PUNCT
easat-9185	463	30	"	"	PUNCT
easat-9185	463	31	british	british	ADJ
easat-9185	463	32	journal	journal	NOUN
easat-9185	463	33	of	of	ADP
easat-9185	463	34	educational	educational	ADJ
easat-9185	463	35	technology	technology	NOUN
easat-9185	463	36	,	,	PUNCT
easat-9185	463	37	vol	vol	NOUN
easat-9185	463	38	.	.	PROPN
easat-9185	464	1	56	56	NUM
easat-9185	464	2	,	,	PUNCT
easat-9185	464	3	no	no	INTJ
easat-9185	464	4	.	.	NOUN
easat-9185	464	5	2	2	NUM
easat-9185	464	6	,	,	PUNCT
easat-9185	464	7	pp	pp	ADJ
easat-9185	464	8	.	.	PUNCT
easat-9185	465	1	489–530	489–530	NUM
easat-9185	465	2	,	,	PUNCT
easat-9185	465	3	2025	2025	NUM
easat-9185	465	4	.	.	PUNCT
easat-9185	466	1	https://doi.org/10.1111/bjet.13544	https://doi.org/10.1111/bjet.13544	PROPN
easat-9185	467	1	[	[	X
easat-9185	467	2	17	17	NUM
easat-9185	467	3	]	]	X
easat-9185	467	4	r.	r.	PROPN
easat-9185	467	5	aliasgari	aliasgari	PROPN
easat-9185	467	6	,	,	PUNCT
easat-9185	467	7	c.	c.	PROPN
easat-9185	467	8	fan	fan	PROPN
easat-9185	467	9	,	,	PUNCT
easat-9185	467	10	x.	x.	PROPN
easat-9185	467	11	li	li	PROPN
easat-9185	467	12	,	,	PUNCT
easat-9185	467	13	a.	a.	PROPN
easat-9185	467	14	golabchi	golabchi	PROPN
easat-9185	467	15	,	,	PUNCT
easat-9185	467	16	and	and	CCONJ
easat-9185	467	17	f.	f.	PROPN
easat-9185	467	18	hamzeh	hamzeh	PROPN
easat-9185	467	19	,	,	PUNCT
easat-9185	467	20	"	"	PUNCT
easat-9185	467	21	mocap	mocap	NOUN
easat-9185	467	22	and	and	CCONJ
easat-9185	467	23	ai	ai	NOUN
easat-9185	467	24	-	-	PUNCT
easat-9185	467	25	based	base	VERB
easat-9185	467	26	automated	automate	VERB
easat-9185	467	27	physical	physical	ADJ
easat-9185	467	28	demand	demand	NOUN
easat-9185	467	29	analysis	analysis	NOUN
easat-9185	467	30	for	for	ADP
easat-9185	467	31	workplace	workplace	NOUN
easat-9185	467	32	safety	safety	NOUN
easat-9185	467	33	,	,	PUNCT
easat-9185	467	34	"	"	PUNCT
easat-9185	467	35	journal	journal	NOUN
easat-9185	467	36	of	of	ADP
easat-9185	467	37	construction	construction	NOUN
easat-9185	467	38	engineering	engineering	NOUN
easat-9185	467	39	and	and	CCONJ
easat-9185	467	40	management	management	NOUN
easat-9185	467	41	,	,	PUNCT
easat-9185	467	42	vol	vol	NOUN
easat-9185	467	43	.	.	PROPN
easat-9185	467	44	150	150	NUM
easat-9185	467	45	,	,	PUNCT
easat-9185	467	46	no	no	INTJ
easat-9185	467	47	.	.	NOUN
easat-9185	467	48	7	7	NUM
easat-9185	467	49	,	,	PUNCT
easat-9185	467	50	p.	p.	NOUN
easat-9185	467	51	04024060	04024060	NUM
easat-9185	467	52	,	,	PUNCT
easat-9185	467	53	2024	2024	NUM
easat-9185	467	54	.	.	PUNCT
easat-9185	467	55	https://doi.org/10.1061/jcemd4.coeng-13811	https://doi.org/10.1061/jcemd4.coeng-13811	PUNCT
easat-9185	468	1	[	[	X
easat-9185	468	2	18	18	NUM
easat-9185	468	3	]	]	PUNCT
easat-9185	468	4	a.	a.	NOUN
easat-9185	468	5	a.	a.	PROPN
easat-9185	468	6	sadawi	sadawi	PROPN
easat-9185	468	7	,	,	PUNCT
easat-9185	468	8	m.	m.	NOUN
easat-9185	468	9	s.	s.	PROPN
easat-9185	468	10	hassan	hassan	PROPN
easat-9185	468	11	,	,	PUNCT
easat-9185	468	12	and	and	CCONJ
easat-9185	468	13	m.	m.	NOUN
easat-9185	468	14	ndiaye	ndiaye	NOUN
easat-9185	468	15	,	,	PUNCT
easat-9185	468	16	"	"	PUNCT
easat-9185	468	17	a	a	DET
easat-9185	468	18	survey	survey	NOUN
easat-9185	468	19	on	on	ADP
easat-9185	468	20	the	the	DET
easat-9185	468	21	integration	integration	NOUN
easat-9185	468	22	of	of	ADP
easat-9185	468	23	blockchain	blockchain	PROPN
easat-9185	468	24	with	with	ADP
easat-9185	468	25	iot	iot	PROPN
easat-9185	468	26	to	to	PART
easat-9185	468	27	enhance	enhance	VERB
easat-9185	468	28	performance	performance	NOUN
easat-9185	468	29	and	and	CCONJ
easat-9185	468	30	eliminate	eliminate	VERB
easat-9185	468	31	challenges	challenge	NOUN
easat-9185	468	32	,	,	PUNCT
easat-9185	468	33	"	"	PUNCT
easat-9185	468	34	ieee	ieee	NOUN
easat-9185	468	35	access	access	NOUN
easat-9185	468	36	,	,	PUNCT
easat-9185	468	37	vol	vol	NOUN
easat-9185	468	38	.	.	NOUN
easat-9185	468	39	9	9	NUM
easat-9185	468	40	,	,	PUNCT
easat-9185	468	41	pp	pp	ADJ
easat-9185	468	42	.	.	PUNCT
easat-9185	469	1	54478	54478	NUM
easat-9185	469	2	-	-	SYM
easat-9185	469	3	54497	54497	NUM
easat-9185	469	4	,	,	PUNCT
easat-9185	469	5	2021	2021	NUM
easat-9185	469	6	.	.	PUNCT
easat-9185	470	1	https://doi.org/10.1109/access.2021.3070555	https://doi.org/10.1109/access.2021.3070555	PROPN
easat-9185	470	2	[	[	X
easat-9185	470	3	19	19	NUM
easat-9185	470	4	]	]	X
easat-9185	470	5	p.	p.	PROPN
easat-9185	470	6	de	de	PROPN
easat-9185	470	7	filippi	filippi	PROPN
easat-9185	470	8	,	,	PUNCT
easat-9185	470	9	c.	c.	PROPN
easat-9185	470	10	wray	wray	PROPN
easat-9185	470	11	,	,	PUNCT
easat-9185	470	12	and	and	CCONJ
easat-9185	470	13	g.	g.	PROPN
easat-9185	470	14	sileno	sileno	PROPN
easat-9185	470	15	,	,	PUNCT
easat-9185	470	16	"	"	PUNCT
easat-9185	470	17	smart	smart	ADJ
easat-9185	470	18	contracts	contract	NOUN
easat-9185	470	19	,	,	PUNCT
easat-9185	470	20	"	"	PUNCT
easat-9185	470	21	internet	internet	NOUN
easat-9185	470	22	policy	policy	NOUN
easat-9185	470	23	review	review	NOUN
easat-9185	470	24	,	,	PUNCT
easat-9185	470	25	vol	vol	NOUN
easat-9185	470	26	.	.	PROPN
easat-9185	470	27	10	10	NUM
easat-9185	470	28	,	,	PUNCT
easat-9185	470	29	no	no	INTJ
easat-9185	470	30	.	.	NOUN
easat-9185	470	31	2	2	NUM
easat-9185	470	32	,	,	PUNCT
easat-9185	470	33	pp	pp	ADJ
easat-9185	470	34	.	.	PUNCT
easat-9185	471	1	1–9	1–9	NOUN
easat-9185	471	2	,	,	PUNCT
easat-9185	471	3	2021	2021	NUM
easat-9185	471	4	.	.	PUNCT
easat-9185	472	1	https://doi.org/10.14763/2021.2.1549	https://doi.org/10.14763/2021.2.1549	X
easat-9185	473	1	[	[	X
easat-9185	473	2	20	20	NUM
easat-9185	473	3	]	]	PUNCT
easat-9185	473	4	s.	s.	PROPN
easat-9185	473	5	k.	k.	PROPN
easat-9185	473	6	dutta	dutta	PROPN
easat-9185	473	7	,	,	PUNCT
easat-9185	473	8	the	the	DET
easat-9185	473	9	definitive	definitive	ADJ
easat-9185	473	10	guide	guide	NOUN
easat-9185	473	11	to	to	PART
easat-9185	473	12	blockchain	blockchain	VERB
easat-9185	473	13	for	for	ADP
easat-9185	473	14	accounting	accounting	NOUN
easat-9185	473	15	and	and	CCONJ
easat-9185	473	16	business	business	NOUN
easat-9185	473	17	:	:	PUNCT
easat-9185	473	18	understanding	understand	VERB
easat-9185	473	19	the	the	DET
easat-9185	473	20	revolutionary	revolutionary	ADJ
easat-9185	473	21	technology	technology	NOUN
easat-9185	473	22	.	.	PUNCT
easat-9185	474	1	bingley	bingley	PROPN
easat-9185	474	2	,	,	PUNCT
easat-9185	474	3	uk	uk	PROPN
easat-9185	474	4	:	:	PUNCT
easat-9185	474	5	emerald	emerald	PROPN
easat-9185	474	6	publishing	publishing	PROPN
easat-9185	474	7	limited	limit	VERB
easat-9185	474	8	,	,	PUNCT
easat-9185	474	9	2020	2020	NUM
easat-9185	474	10	.	.	PUNCT
easat-9185	475	1	[	[	X
easat-9185	475	2	21	21	NUM
easat-9185	475	3	]	]	X
easat-9185	475	4	h.	h.	PROPN
easat-9185	475	5	kołodziejczyk	kołodziejczyk	PROPN
easat-9185	475	6	and	and	CCONJ
easat-9185	475	7	k.	k.	PROPN
easat-9185	475	8	jarno	jarno	PROPN
easat-9185	475	9	,	,	PUNCT
easat-9185	475	10	"	"	PUNCT
easat-9185	475	11	stablecoin	stablecoin	X
easat-9185	475	12	–	–	PUNCT
easat-9185	475	13	the	the	DET
easat-9185	475	14	stable	stable	ADJ
easat-9185	475	15	cryptocurrency	cryptocurrency	NOUN
easat-9185	475	16	,	,	PUNCT
easat-9185	475	17	"	"	PUNCT
easat-9185	475	18	studia	studia	PROPN
easat-9185	475	19	bas	bas	PROPN
easat-9185	475	20	,	,	PUNCT
easat-9185	475	21	vol	vol	NOUN
easat-9185	475	22	.	.	PROPN
easat-9185	475	23	3	3	NUM
easat-9185	475	24	,	,	PUNCT
easat-9185	475	25	no	no	INTJ
easat-9185	475	26	.	.	NOUN
easat-9185	475	27	63	63	NUM
easat-9185	475	28	,	,	PUNCT
easat-9185	475	29	pp	pp	ADJ
easat-9185	475	30	.	.	PUNCT
easat-9185	476	1	155–170	155–170	NUM
easat-9185	476	2	,	,	PUNCT
easat-9185	476	3	2020	2020	NUM
easat-9185	476	4	.	.	PUNCT
easat-9185	477	1	https://doi.org/10.31268/studiabas.2020.26	https://doi.org/10.31268/studiabas.2020.26	X
easat-9185	478	1	[	[	X
easat-9185	478	2	22	22	NUM
easat-9185	478	3	]	]	PUNCT
easat-9185	478	4	v.	v.	PROPN
easat-9185	478	5	l.	l.	PROPN
easat-9185	478	6	lemieux	lemieux	PROPN
easat-9185	478	7	,	,	PUNCT
easat-9185	478	8	d.	d.	PROPN
easat-9185	478	9	hofman	hofman	PROPN
easat-9185	478	10	,	,	PUNCT
easat-9185	478	11	d.	d.	PROPN
easat-9185	478	12	batista	batista	PROPN
easat-9185	478	13	,	,	PUNCT
easat-9185	478	14	and	and	CCONJ
easat-9185	478	15	a.	a.	NOUN
easat-9185	478	16	joo	joo	PROPN
easat-9185	478	17	,	,	PUNCT
easat-9185	478	18	"	"	PUNCT
easat-9185	478	19	blockchain	blockchain	PROPN
easat-9185	478	20	technology	technology	PROPN
easat-9185	478	21	&	&	CCONJ
easat-9185	478	22	recordkeeping	recordkeeping	NOUN
easat-9185	478	23	,	,	PUNCT
easat-9185	478	24	"	"	PUNCT
easat-9185	478	25	arma	arma	PROPN
easat-9185	478	26	international	international	ADJ
easat-9185	478	27	educational	educational	ADJ
easat-9185	478	28	foundation	foundation	PROPN
easat-9185	478	29	,	,	PUNCT
easat-9185	478	30	2019	2019	NUM
easat-9185	478	31	.	.	PUNCT
easat-9185	479	1	[	[	X
easat-9185	479	2	23	23	NUM
easat-9185	479	3	]	]	X
easat-9185	479	4	v.	v.	CCONJ
easat-9185	479	5	srivastava	srivastava	PROPN
easat-9185	479	6	,	,	PUNCT
easat-9185	479	7	a.	a.	NOUN
easat-9185	479	8	baksi	baksi	PROPN
easat-9185	479	9	,	,	PUNCT
easat-9185	479	10	and	and	CCONJ
easat-9185	479	11	s.	s.	PROPN
easat-9185	479	12	k.	k.	PROPN
easat-9185	479	13	debnath	debnath	PROPN
easat-9185	479	14	,	,	PUNCT
easat-9185	479	15	"	"	PUNCT
easat-9185	479	16	an	an	DET
easat-9185	479	17	overview	overview	NOUN
easat-9185	479	18	of	of	ADP
easat-9185	479	19	hash	hash	NOUN
easat-9185	479	20	based	base	VERB
easat-9185	479	21	signatures	signature	NOUN
easat-9185	479	22	,	,	PUNCT
easat-9185	479	23	"	"	PUNCT
easat-9185	479	24	cryptology	cryptology	NOUN
easat-9185	479	25	eprint	eprint	NOUN
easat-9185	479	26	archive	archive	NOUN
easat-9185	479	27	,	,	PUNCT
easat-9185	479	28	paper	paper	NOUN
easat-9185	479	29	2023/411	2023/411	NUM
easat-9185	479	30	,	,	PUNCT
easat-9185	479	31	2023	2023	NUM
easat-9185	479	32	.	.	PUNCT
easat-9185	480	1	https://eprint.iacr.org/2023/411	https://eprint.iacr.org/2023/411	VERB
easat-9185	481	1	[	[	X
easat-9185	481	2	24	24	NUM
easat-9185	481	3	]	]	PUNCT
easat-9185	481	4	b.	b.	PROPN
easat-9185	481	5	adida	adida	PROPN
easat-9185	481	6	,	,	PUNCT
easat-9185	481	7	"	"	PUNCT
easat-9185	481	8	sessionlock	sessionlock	NOUN
easat-9185	481	9	:	:	PUNCT
easat-9185	481	10	securing	secure	VERB
easat-9185	481	11	web	web	NOUN
easat-9185	481	12	sessions	session	NOUN
easat-9185	481	13	against	against	ADP
easat-9185	481	14	eavesdropping	eavesdropping	NOUN
easat-9185	481	15	,	,	PUNCT
easat-9185	481	16	"	"	PUNCT
easat-9185	481	17	in	in	ADP
easat-9185	481	18	proceedings	proceeding	NOUN
easat-9185	481	19	of	of	ADP
easat-9185	481	20	the	the	DET
easat-9185	481	21	17th	17th	ADJ
easat-9185	481	22	international	international	ADJ
easat-9185	481	23	conference	conference	NOUN
easat-9185	481	24	on	on	ADP
easat-9185	481	25	world	world	NOUN
easat-9185	481	26	wide	wide	ADJ
easat-9185	481	27	web	web	NOUN
easat-9185	481	28	(	(	PUNCT
easat-9185	481	29	pp	pp	ADJ
easat-9185	481	30	.	.	PUNCT
easat-9185	482	1	517–524	517–524	NUM
easat-9185	482	2	)	)	PUNCT
easat-9185	482	3	,	,	PUNCT
easat-9185	482	4	2008	2008	NUM
easat-9185	482	5	.	.	PUNCT
easat-9185	483	1	[	[	X
easat-9185	483	2	25	25	NUM
easat-9185	483	3	]	]	PUNCT
easat-9185	483	4	a.	a.	NOUN
easat-9185	483	5	briassouli	briassouli	PROPN
easat-9185	483	6	,	,	PUNCT
easat-9185	483	7	p.	p.	NOUN
easat-9185	483	8	tsakalides	tsakalide	NOUN
easat-9185	483	9	,	,	PUNCT
easat-9185	483	10	and	and	CCONJ
easat-9185	483	11	a.	a.	NOUN
easat-9185	483	12	stouraitis	stouraitis	PROPN
easat-9185	483	13	,	,	PUNCT
easat-9185	483	14	"	"	PUNCT
easat-9185	483	15	hidden	hide	VERB
easat-9185	483	16	messages	message	NOUN
easat-9185	483	17	in	in	ADP
easat-9185	483	18	heavy	heavy	ADJ
easat-9185	483	19	-	-	PUNCT
easat-9185	483	20	tails	tail	NOUN
easat-9185	483	21	:	:	PUNCT
easat-9185	483	22	dct	dct	NOUN
easat-9185	483	23	-	-	PUNCT
easat-9185	483	24	domain	domain	NOUN
easat-9185	483	25	watermark	watermark	NOUN
easat-9185	483	26	detection	detection	NOUN
easat-9185	483	27	using	use	VERB
easat-9185	483	28	alpha	alpha	NOUN
easat-9185	483	29	-	-	PUNCT
easat-9185	483	30	stable	stable	ADJ
easat-9185	483	31	models	model	NOUN
easat-9185	483	32	,	,	PUNCT
easat-9185	483	33	"	"	PUNCT
easat-9185	483	34	ieee	ieee	NOUN
easat-9185	483	35	transactions	transaction	NOUN
easat-9185	483	36	on	on	ADP
easat-9185	483	37	multimedia	multimedia	NOUN
easat-9185	483	38	,	,	PUNCT
easat-9185	483	39	vol	vol	NOUN
easat-9185	483	40	.	.	PROPN
easat-9185	483	41	7	7	NUM
easat-9185	483	42	,	,	PUNCT
easat-9185	483	43	no	no	INTJ
easat-9185	483	44	.	.	NOUN
easat-9185	483	45	4	4	NUM
easat-9185	483	46	,	,	PUNCT
easat-9185	483	47	pp	pp	ADJ
easat-9185	483	48	.	.	PUNCT
easat-9185	484	1	700	700	NUM
easat-9185	484	2	-	-	SYM
easat-9185	484	3	715	715	NUM
easat-9185	484	4	,	,	PUNCT
easat-9185	484	5	2005	2005	NUM
easat-9185	484	6	.	.	PUNCT
easat-9185	485	1	https://doi.org/10.1109/tmm.2005.850970	https://doi.org/10.1109/tmm.2005.850970	ADJ
easat-9185	486	1	[	[	X
easat-9185	486	2	26	26	NUM
easat-9185	486	3	]	]	X
easat-9185	486	4	i.	i.	PROPN
easat-9185	486	5	r.	r.	PROPN
easat-9185	486	6	d.	d.	PROPN
easat-9185	486	7	muhammad	muhammad	PROPN
easat-9185	486	8	and	and	CCONJ
easat-9185	486	9	i.	i.	PROPN
easat-9185	486	10	v.	v.	PROPN
easat-9185	486	11	paputungan	paputungan	PROPN
easat-9185	486	12	,	,	PUNCT
easat-9185	486	13	"	"	PUNCT
easat-9185	486	14	development	development	NOUN
easat-9185	486	15	of	of	ADP
easat-9185	486	16	backend	backend	NOUN
easat-9185	486	17	server	server	NOUN
easat-9185	486	18	based	base	VERB
easat-9185	486	19	on	on	ADP
easat-9185	486	20	rest	rest	NOUN
easat-9185	486	21	api	api	NOUN
easat-9185	486	22	architecture	architecture	NOUN
easat-9185	486	23	in	in	ADP
easat-9185	486	24	ewallet	ewallet	ADJ
easat-9185	486	25	transfer	transfer	NOUN
easat-9185	486	26	system	system	NOUN
easat-9185	486	27	,	,	PUNCT
easat-9185	486	28	"	"	PUNCT
easat-9185	486	29	jurnal	jurnal	ADJ
easat-9185	486	30	sains	sain	NOUN
easat-9185	486	31	,	,	PUNCT
easat-9185	486	32	nalar	nalar	PROPN
easat-9185	486	33	,	,	PUNCT
easat-9185	486	34	dan	dan	PROPN
easat-9185	486	35	aplikasi	aplikasi	PROPN
easat-9185	486	36	teknologi	teknologi	PROPN
easat-9185	486	37	informasi	informasi	PROPN
easat-9185	486	38	,	,	PUNCT
easat-9185	486	39	vol	vol	NOUN
easat-9185	486	40	.	.	PROPN
easat-9185	486	41	3	3	NUM
easat-9185	486	42	,	,	PUNCT
easat-9185	486	43	no	no	INTJ
easat-9185	486	44	.	.	NOUN
easat-9185	486	45	2	2	NUM
easat-9185	486	46	,	,	PUNCT
easat-9185	486	47	pp	pp	ADJ
easat-9185	486	48	.	.	PUNCT
easat-9185	487	1	79–87	79–87	NUM
easat-9185	487	2	,	,	PUNCT
easat-9185	487	3	2024	2024	NUM
easat-9185	487	4	.	.	PUNCT
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easat-9185	488	2	https://doi.org/10.1109/tim.2023.3238059	https://doi.org/10.1109/tim.2023.3238059	PROPN
easat-9185	488	3	https://doi.org/10.1109/access.2023.3297652	https://doi.org/10.1109/access.2023.3297652	PROPN
easat-9185	488	4	https://doi.org/10.1007/s13198-022-01851-7	https://doi.org/10.1007/s13198-022-01851-7	NUM
easat-9185	488	5	https://doi.org/10.1111/bjet.13544	https://doi.org/10.1111/bjet.13544	NUM
easat-9185	488	6	https://doi.org/10.1061/jcemd4.coeng-13811	https://doi.org/10.1061/jcemd4.coeng-13811	NOUN
easat-9185	489	1	https://doi.org/10.1109/access.2021.3070555	https://doi.org/10.1109/access.2021.3070555	PROPN
easat-9185	489	2	https://doi.org/10.14763/2021.2.1549	https://doi.org/10.14763/2021.2.1549	PROPN
easat-9185	489	3	https://doi.org/10.31268/studiabas.2020.26	https://doi.org/10.31268/studiabas.2020.26	PROPN
easat-9185	489	4	https://eprint.iacr.org/2023/411	https://eprint.iacr.org/2023/411	VERB
easat-9185	489	5	https://doi.org/10.1109/tmm.2005.850970	https://doi.org/10.1109/tmm.2005.850970	NOUN
easat-9185	489	6	https://doi.org/10.20885/snati.v3.i2.35	https://doi.org/10.20885/snati.v3.i2.35	NOUN