id	sid	tid	token	lemma	pos
easat-7124	1	1	edelweiss	edelweiss	PROPN
easat-7124	1	2	applied	apply	VERB
easat-7124	1	3	science	science	NOUN
easat-7124	1	4	and	and	CCONJ
easat-7124	1	5	technology	technology	NOUN
easat-7124	1	6	issn	issn	PROPN
easat-7124	1	7	:	:	PUNCT
easat-7124	1	8	2576	2576	NUM
easat-7124	1	9	-	-	SYM
easat-7124	1	10	8484	8484	NUM
easat-7124	1	11	vol	vol	NOUN
easat-7124	1	12	.	.	PROPN
easat-7124	2	1	9	9	NUM
easat-7124	2	2	,	,	PUNCT
easat-7124	2	3	no	no	INTJ
easat-7124	2	4	.	.	NOUN
easat-7124	2	5	5	5	NUM
easat-7124	2	6	,	,	PUNCT
easat-7124	2	7	1204	1204	NUM
easat-7124	2	8	-	-	SYM
easat-7124	2	9	1220	1220	NUM
easat-7124	2	10	2025	2025	NUM
easat-7124	2	11	publisher	publisher	NOUN
easat-7124	2	12	:	:	PUNCT
easat-7124	2	13	learning	learn	VERB
easat-7124	2	14	gate	gate	NOUN
easat-7124	2	15	doi	doi	PROPN
easat-7124	2	16	:	:	PUNCT
easat-7124	3	1	10.55214/25768484.v9i5.7124	10.55214/25768484.v9i5.7124	PROPN
easat-7124	3	2	©	©	PROPN
easat-7124	3	3	2025	2025	NUM
easat-7124	3	4	by	by	ADP
easat-7124	3	5	the	the	DET
easat-7124	3	6	authors	author	NOUN
easat-7124	3	7	;	;	PUNCT
easat-7124	3	8	licensee	licensee	PROPN
easat-7124	3	9	learning	learning	NOUN
easat-7124	3	10	gate	gate	NOUN
easat-7124	3	11	©	©	PROPN
easat-7124	3	12	2025	2025	NUM
easat-7124	3	13	by	by	ADP
easat-7124	3	14	the	the	DET
easat-7124	3	15	authors	author	NOUN
easat-7124	3	16	;	;	PUNCT
easat-7124	3	17	licensee	licensee	PROPN
easat-7124	3	18	learning	learning	NOUN
easat-7124	3	19	gate	gate	NOUN
easat-7124	3	20	history	history	NOUN
easat-7124	3	21	:	:	PUNCT
easat-7124	3	22	received	receive	VERB
easat-7124	3	23	:	:	PUNCT
easat-7124	3	24	12	12	NUM
easat-7124	3	25	march	march	NOUN
easat-7124	3	26	2025	2025	NUM
easat-7124	3	27	;	;	PUNCT
easat-7124	3	28	revised	revise	VERB
easat-7124	3	29	:	:	PUNCT
easat-7124	3	30	4	4	NUM
easat-7124	3	31	may	may	PROPN
easat-7124	3	32	2025	2025	NUM
easat-7124	3	33	;	;	PUNCT
easat-7124	3	34	accepted	accept	VERB
easat-7124	3	35	:	:	PUNCT
easat-7124	3	36	7	7	NUM
easat-7124	3	37	may	may	PROPN
easat-7124	3	38	2025	2025	NUM
easat-7124	3	39	;	;	PUNCT
easat-7124	3	40	published	publish	VERB
easat-7124	3	41	:	:	PUNCT
easat-7124	3	42	13	13	NUM
easat-7124	3	43	may	may	PROPN
easat-7124	3	44	2025	2025	NUM
easat-7124	3	45	*	*	PUNCT
easat-7124	3	46	correspondence	correspondence	NOUN
easat-7124	3	47	:	:	PUNCT
easat-7124	3	48	ravi9949418650@yahoo.com	ravi9949418650@yahoo.com	X
easat-7124	4	1	data	data	PROPN
easat-7124	4	2	privacy	privacy	NOUN
easat-7124	4	3	in	in	ADP
easat-7124	4	4	blockchain	blockchain	PROPN
easat-7124	4	5	management	management	PROPN
easat-7124	4	6	scheme	scheme	NOUN
easat-7124	4	7	with	with	ADP
easat-7124	4	8	nudge	nudge	NOUN
easat-7124	4	9	theory	theory	NOUN
easat-7124	4	10	for	for	ADP
easat-7124	4	11	banking	banking	NOUN
easat-7124	4	12	sector	sector	NOUN
easat-7124	4	13	dhanalakshmi	dhanalakshmi	NOUN
easat-7124	4	14	komatiguntala1	komatiguntala1	PROPN
easat-7124	4	15	,	,	PUNCT
easat-7124	4	16	padmapriya	padmapriya	PROPN
easat-7124	4	17	kota2	kota2	PROPN
easat-7124	4	18	,	,	PUNCT
easat-7124	4	19	deepika	deepika	PROPN
easat-7124	4	20	krishnan3	krishnan3	PROPN
easat-7124	4	21	,	,	PUNCT
easat-7124	4	22	andalu	andalu	NOUN
easat-7124	4	23	kongari4	kongari4	NOUN
easat-7124	4	24	,	,	PUNCT
easat-7124	4	25	sundari	sundari	PROPN
easat-7124	4	26	dadhabai5	dadhabai5	PROPN
easat-7124	4	27	,	,	PUNCT
easat-7124	4	28	ravi	ravi	PROPN
easat-7124	4	29	kumar	kumar	PROPN
easat-7124	4	30	bommisetti6	bommisetti6	PROPN
easat-7124	4	31	*	*	PROPN
easat-7124	5	1	1school	1school	NUM
easat-7124	5	2	of	of	ADP
easat-7124	5	3	business	business	NOUN
easat-7124	5	4	and	and	CCONJ
easat-7124	5	5	management	management	NOUN
easat-7124	5	6	,	,	PUNCT
easat-7124	5	7	christ	christ	PROPN
easat-7124	5	8	university	university	PROPN
easat-7124	5	9	yeswanthpur	yeswanthpur	PROPN
easat-7124	5	10	campus	campus	PROPN
easat-7124	5	11	,	,	PUNCT
easat-7124	5	12	bangalore	bangalore	PROPN
easat-7124	5	13	,	,	PUNCT
easat-7124	5	14	india	india	PROPN
easat-7124	5	15	;	;	PUNCT
easat-7124	5	16	dhanalakshmi.k@christuniversity.in	dhanalakshmi.k@christuniversity.in	CCONJ
easat-7124	5	17	(	(	PUNCT
easat-7124	5	18	d.k	d.k	PROPN
easat-7124	5	19	.	.	PROPN
easat-7124	5	20	)	)	PUNCT
easat-7124	5	21	.	.	PUNCT
easat-7124	6	1	2radhekrishna	2radhekrishna	NUM
easat-7124	6	2	women	woman	NOUN
easat-7124	6	3	's	's	PART
easat-7124	6	4	college	college	NOUN
easat-7124	6	5	,	,	PUNCT
easat-7124	6	6	hyderabad	hyderabad	PROPN
easat-7124	6	7	,	,	PUNCT
easat-7124	6	8	india	india	PROPN
easat-7124	6	9	;	;	PUNCT
easat-7124	6	10	padmapriya.1410@gmail.com	padmapriya.1410@gmail.com	PROPN
easat-7124	6	11	(	(	PUNCT
easat-7124	6	12	p.k	p.k	PROPN
easat-7124	6	13	.	.	PUNCT
easat-7124	6	14	)	)	PUNCT
easat-7124	6	15	.	.	PUNCT
easat-7124	7	1	3symbiosis	3symbiosis	NUM
easat-7124	7	2	school	school	NOUN
easat-7124	7	3	of	of	ADP
easat-7124	7	4	banking	banking	NOUN
easat-7124	7	5	and	and	CCONJ
easat-7124	7	6	finance	finance	NOUN
easat-7124	7	7	,	,	PUNCT
easat-7124	7	8	symbiosis	symbiosis	NOUN
easat-7124	7	9	international	international	ADJ
easat-7124	7	10	university	university	NOUN
easat-7124	7	11	,	,	PUNCT
easat-7124	7	12	pune	pune	NOUN
easat-7124	7	13	–	–	PUNCT
easat-7124	7	14	412115	412115	NUM
easat-7124	7	15	,	,	PUNCT
easat-7124	7	16	india	india	PROPN
easat-7124	7	17	;	;	PUNCT
easat-7124	7	18	krizdeepz@gmail.com	krizdeepz@gmail.com	X
easat-7124	7	19	(	(	PUNCT
easat-7124	7	20	d.k	d.k	PROPN
easat-7124	7	21	.	.	PROPN
easat-7124	7	22	)	)	PUNCT
easat-7124	7	23	.	.	PUNCT
easat-7124	8	1	4department	4department	NUM
easat-7124	8	2	of	of	ADP
easat-7124	8	3	commerce	commerce	PROPN
easat-7124	8	4	,	,	PUNCT
easat-7124	8	5	tgswrdc	tgswrdc	PROPN
easat-7124	8	6	vikarabad	vikarabad	PROPN
easat-7124	8	7	,	,	PUNCT
easat-7124	8	8	india	india	PROPN
easat-7124	8	9	;	;	PUNCT
easat-7124	8	10	gujjari.andalu@gmail.com	gujjari.andalu@gmail.com	X
easat-7124	8	11	(	(	PUNCT
easat-7124	8	12	a.k	a.k	PROPN
easat-7124	8	13	.	.	PUNCT
easat-7124	8	14	)	)	PUNCT
easat-7124	8	15	.	.	PUNCT
easat-7124	9	1	5kl	5kl	ADJ
easat-7124	9	2	business	business	NOUN
easat-7124	9	3	school	school	NOUN
easat-7124	9	4	,	,	PUNCT
easat-7124	9	5	koneru	koneru	PROPN
easat-7124	9	6	lakshmaiah	lakshmaiah	VERB
easat-7124	9	7	educational	educational	ADJ
easat-7124	9	8	foundation	foundation	PROPN
easat-7124	9	9	,	,	PUNCT
easat-7124	9	10	vaddeswaram	vaddeswaram	PROPN
easat-7124	9	11	,	,	PUNCT
easat-7124	9	12	andhra	andhra	PROPN
easat-7124	9	13	pradesh	pradesh	PROPN
easat-7124	9	14	522302	522302	NUM
easat-7124	9	15	,	,	PUNCT
easat-7124	9	16	india	india	PROPN
easat-7124	9	17	;	;	PUNCT
easat-7124	9	18	sundaridadhabai@kluniversity.in	sundaridadhabai@kluniversity.in	PROPN
easat-7124	9	19	(	(	PUNCT
easat-7124	9	20	s.d	s.d	PROPN
easat-7124	9	21	.	.	PUNCT
easat-7124	9	22	)	)	PUNCT
easat-7124	9	23	.	.	PUNCT
easat-7124	10	1	6independent	6independent	NUM
easat-7124	10	2	researcher	researcher	NOUN
easat-7124	10	3	andhra	andhra	PROPN
easat-7124	10	4	pradesh	pradesh	PROPN
easat-7124	10	5	,	,	PUNCT
easat-7124	10	6	india	india	PROPN
easat-7124	10	7	;	;	PUNCT
easat-7124	10	8	ravi9949418650@yahoo.com	ravi9949418650@yahoo.com	X
easat-7124	11	1	(	(	PUNCT
easat-7124	11	2	r.k.b	r.k.b	NOUN
easat-7124	11	3	.	.	PUNCT
easat-7124	11	4	)	)	PUNCT
easat-7124	11	5	.	.	PUNCT
easat-7124	12	1	abstract	abstract	ADJ
easat-7124	12	2	:	:	PUNCT
easat-7124	13	1	blockchain	blockchain	PROPN
easat-7124	13	2	is	be	AUX
easat-7124	13	3	an	an	DET
easat-7124	13	4	emerging	emerge	VERB
easat-7124	13	5	digital	digital	ADJ
easat-7124	13	6	transformation	transformation	NOUN
easat-7124	13	7	technique	technique	NOUN
easat-7124	13	8	for	for	ADP
easat-7124	13	9	processing	processing	NOUN
easat-7124	13	10	and	and	CCONJ
easat-7124	13	11	storing	store	VERB
easat-7124	13	12	information	information	NOUN
easat-7124	13	13	.	.	PUNCT
easat-7124	14	1	the	the	DET
easat-7124	14	2	study	study	NOUN
easat-7124	14	3	explores	explore	VERB
easat-7124	14	4	how	how	SCONJ
easat-7124	14	5	blockchain	blockchain	PROPN
easat-7124	14	6	technology	technology	NOUN
easat-7124	14	7	can	can	AUX
easat-7124	14	8	transform	transform	VERB
easat-7124	14	9	the	the	DET
easat-7124	14	10	banking	banking	NOUN
easat-7124	14	11	sector	sector	NOUN
easat-7124	14	12	by	by	ADP
easat-7124	14	13	improving	improve	VERB
easat-7124	14	14	efficiency	efficiency	NOUN
easat-7124	14	15	,	,	PUNCT
easat-7124	14	16	transparency	transparency	NOUN
easat-7124	14	17	,	,	PUNCT
easat-7124	14	18	and	and	CCONJ
easat-7124	14	19	security	security	NOUN
easat-7124	14	20	.	.	PUNCT
easat-7124	15	1	the	the	DET
easat-7124	15	2	main	main	ADJ
easat-7124	15	3	goal	goal	NOUN
easat-7124	15	4	is	be	AUX
easat-7124	15	5	to	to	PART
easat-7124	15	6	understand	understand	VERB
easat-7124	15	7	how	how	SCONJ
easat-7124	15	8	blockchain	blockchain	PROPN
easat-7124	15	9	can	can	AUX
easat-7124	15	10	modernize	modernize	VERB
easat-7124	15	11	traditional	traditional	ADJ
easat-7124	15	12	banking	banking	NOUN
easat-7124	15	13	operations	operation	NOUN
easat-7124	15	14	and	and	CCONJ
easat-7124	15	15	address	address	VERB
easat-7124	15	16	key	key	ADJ
easat-7124	15	17	challenges	challenge	NOUN
easat-7124	15	18	such	such	ADJ
easat-7124	15	19	as	as	ADP
easat-7124	15	20	fraud	fraud	NOUN
easat-7124	15	21	,	,	PUNCT
easat-7124	15	22	high	high	ADJ
easat-7124	15	23	transaction	transaction	NOUN
easat-7124	15	24	costs	cost	NOUN
easat-7124	15	25	,	,	PUNCT
easat-7124	15	26	and	and	CCONJ
easat-7124	15	27	slow	slow	ADJ
easat-7124	15	28	processing	processing	NOUN
easat-7124	15	29	times	time	NOUN
easat-7124	15	30	.	.	PUNCT
easat-7124	16	1	the	the	DET
easat-7124	16	2	study	study	NOUN
easat-7124	16	3	uses	use	VERB
easat-7124	16	4	a	a	DET
easat-7124	16	5	qualitative	qualitative	ADJ
easat-7124	16	6	approach	approach	NOUN
easat-7124	16	7	,	,	PUNCT
easat-7124	16	8	drawing	draw	VERB
easat-7124	16	9	insights	insight	NOUN
easat-7124	16	10	from	from	ADP
easat-7124	16	11	existing	exist	VERB
easat-7124	16	12	research	research	NOUN
easat-7124	16	13	,	,	PUNCT
easat-7124	16	14	real	real	ADJ
easat-7124	16	15	-	-	PUNCT
easat-7124	16	16	world	world	NOUN
easat-7124	16	17	examples	example	NOUN
easat-7124	16	18	,	,	PUNCT
easat-7124	16	19	and	and	CCONJ
easat-7124	16	20	current	current	ADJ
easat-7124	16	21	trends	trend	NOUN
easat-7124	16	22	in	in	ADP
easat-7124	16	23	financial	financial	ADJ
easat-7124	16	24	technology	technology	NOUN
easat-7124	16	25	.	.	PUNCT
easat-7124	17	1	findings	finding	NOUN
easat-7124	17	2	show	show	VERB
easat-7124	17	3	that	that	SCONJ
easat-7124	17	4	blockchain	blockchain	PROPN
easat-7124	17	5	offers	offer	VERB
easat-7124	17	6	clear	clear	ADJ
easat-7124	17	7	advantages	advantage	NOUN
easat-7124	17	8	,	,	PUNCT
easat-7124	17	9	including	include	VERB
easat-7124	17	10	faster	fast	ADJ
easat-7124	17	11	and	and	CCONJ
easat-7124	17	12	more	more	ADV
easat-7124	17	13	secure	secure	ADJ
easat-7124	17	14	transactions	transaction	NOUN
easat-7124	17	15	,	,	PUNCT
easat-7124	17	16	reduced	reduce	VERB
easat-7124	17	17	operational	operational	ADJ
easat-7124	17	18	costs	cost	NOUN
easat-7124	17	19	,	,	PUNCT
easat-7124	17	20	and	and	CCONJ
easat-7124	17	21	improved	improve	VERB
easat-7124	17	22	record	record	NOUN
easat-7124	17	23	-	-	PUNCT
easat-7124	17	24	keeping	keeping	NOUN
easat-7124	17	25	.	.	PUNCT
easat-7124	18	1	it	it	PRON
easat-7124	18	2	holds	hold	VERB
easat-7124	18	3	strong	strong	ADJ
easat-7124	18	4	potential	potential	NOUN
easat-7124	18	5	in	in	ADP
easat-7124	18	6	areas	area	NOUN
easat-7124	18	7	like	like	ADP
easat-7124	18	8	payments	payment	NOUN
easat-7124	18	9	,	,	PUNCT
easat-7124	18	10	trade	trade	NOUN
easat-7124	18	11	finance	finance	NOUN
easat-7124	18	12	,	,	PUNCT
easat-7124	18	13	and	and	CCONJ
easat-7124	18	14	compliance	compliance	NOUN
easat-7124	18	15	.	.	PUNCT
easat-7124	19	1	however	however	ADV
easat-7124	19	2	,	,	PUNCT
easat-7124	19	3	the	the	DET
easat-7124	19	4	paper	paper	NOUN
easat-7124	19	5	also	also	ADV
easat-7124	19	6	highlights	highlight	VERB
easat-7124	19	7	significant	significant	ADJ
easat-7124	19	8	obstacles	obstacle	NOUN
easat-7124	19	9	such	such	ADJ
easat-7124	19	10	as	as	ADP
easat-7124	19	11	unclear	unclear	ADJ
easat-7124	19	12	regulations	regulation	NOUN
easat-7124	19	13	,	,	PUNCT
easat-7124	19	14	difficulties	difficulty	NOUN
easat-7124	19	15	in	in	ADP
easat-7124	19	16	integrating	integrate	VERB
easat-7124	19	17	with	with	ADP
easat-7124	19	18	existing	exist	VERB
easat-7124	19	19	systems	system	NOUN
easat-7124	19	20	,	,	PUNCT
easat-7124	19	21	and	and	CCONJ
easat-7124	19	22	technical	technical	ADJ
easat-7124	19	23	limitations	limitation	NOUN
easat-7124	19	24	related	relate	VERB
easat-7124	19	25	to	to	ADP
easat-7124	19	26	scalability	scalability	NOUN
easat-7124	19	27	and	and	CCONJ
easat-7124	19	28	interoperability	interoperability	NOUN
easat-7124	19	29	.	.	PUNCT
easat-7124	20	1	blockchain	blockchain	PROPN
easat-7124	20	2	is	be	AUX
easat-7124	20	3	seen	see	VERB
easat-7124	20	4	as	as	ADP
easat-7124	20	5	a	a	DET
easat-7124	20	6	promising	promising	ADJ
easat-7124	20	7	solution	solution	NOUN
easat-7124	20	8	for	for	ADP
easat-7124	20	9	many	many	ADJ
easat-7124	20	10	of	of	ADP
easat-7124	20	11	the	the	DET
easat-7124	20	12	inefficiencies	inefficiency	NOUN
easat-7124	20	13	in	in	ADP
easat-7124	20	14	current	current	ADJ
easat-7124	20	15	banking	banking	NOUN
easat-7124	20	16	practices	practice	NOUN
easat-7124	20	17	.	.	PUNCT
easat-7124	21	1	still	still	ADV
easat-7124	21	2	,	,	PUNCT
easat-7124	21	3	successful	successful	ADJ
easat-7124	21	4	implementation	implementation	NOUN
easat-7124	21	5	will	will	AUX
easat-7124	21	6	require	require	VERB
easat-7124	21	7	careful	careful	ADJ
easat-7124	21	8	planning	planning	NOUN
easat-7124	21	9	,	,	PUNCT
easat-7124	21	10	regulatory	regulatory	ADJ
easat-7124	21	11	support	support	NOUN
easat-7124	21	12	,	,	PUNCT
easat-7124	21	13	and	and	CCONJ
easat-7124	21	14	collaboration	collaboration	NOUN
easat-7124	21	15	across	across	ADP
easat-7124	21	16	the	the	DET
easat-7124	21	17	financial	financial	ADJ
easat-7124	21	18	ecosystem	ecosystem	NOUN
easat-7124	21	19	.	.	PUNCT
easat-7124	22	1	the	the	DET
easat-7124	22	2	study	study	NOUN
easat-7124	22	3	offers	offer	VERB
easat-7124	22	4	practical	practical	ADJ
easat-7124	22	5	insights	insight	NOUN
easat-7124	22	6	for	for	ADP
easat-7124	22	7	banks	bank	NOUN
easat-7124	22	8	,	,	PUNCT
easat-7124	22	9	technology	technology	NOUN
easat-7124	22	10	developers	developer	NOUN
easat-7124	22	11	,	,	PUNCT
easat-7124	22	12	and	and	CCONJ
easat-7124	22	13	regulators	regulator	NOUN
easat-7124	22	14	,	,	PUNCT
easat-7124	22	15	recommending	recommend	VERB
easat-7124	22	16	a	a	DET
easat-7124	22	17	gradual	gradual	ADJ
easat-7124	22	18	and	and	CCONJ
easat-7124	22	19	strategic	strategic	ADJ
easat-7124	22	20	approach	approach	NOUN
easat-7124	22	21	to	to	PART
easat-7124	22	22	blockchain	blockchain	VERB
easat-7124	22	23	adoption	adoption	NOUN
easat-7124	22	24	to	to	PART
easat-7124	22	25	ensure	ensure	VERB
easat-7124	22	26	long	long	ADJ
easat-7124	22	27	-	-	PUNCT
easat-7124	22	28	term	term	NOUN
easat-7124	22	29	value	value	NOUN
easat-7124	22	30	and	and	CCONJ
easat-7124	22	31	sustainability	sustainability	NOUN
easat-7124	22	32	.	.	PUNCT
easat-7124	23	1	keywords	keyword	NOUN
easat-7124	23	2	:	:	PUNCT
easat-7124	23	3	banking	banking	NOUN
easat-7124	23	4	,	,	PUNCT
easat-7124	23	5	blockchain	blockchain	PROPN
easat-7124	23	6	,	,	PUNCT
easat-7124	23	7	homomorphic	homomorphic	ADJ
easat-7124	23	8	,	,	PUNCT
easat-7124	23	9	nudge	nudge	ADJ
easat-7124	23	10	theory	theory	NOUN
easat-7124	23	11	,	,	PUNCT
easat-7124	23	12	privacy	privacy	NOUN
easat-7124	23	13	.	.	PUNCT
easat-7124	24	1	1	1	X
easat-7124	24	2	.	.	X
easat-7124	24	3	introduction	introduction	NOUN
easat-7124	24	4	the	the	DET
easat-7124	24	5	era	era	NOUN
easat-7124	24	6	of	of	ADP
easat-7124	24	7	the	the	DET
easat-7124	24	8	big	big	ADJ
easat-7124	24	9	data	datum	NOUN
easat-7124	24	10	banking	banking	NOUN
easat-7124	24	11	sector	sector	NOUN
easat-7124	24	12	exhibits	exhibit	VERB
easat-7124	24	13	the	the	DET
easat-7124	24	14	drastic	drastic	ADJ
easat-7124	24	15	utilization	utilization	NOUN
easat-7124	24	16	of	of	ADP
easat-7124	24	17	digital	digital	ADJ
easat-7124	24	18	transformation	transformation	NOUN
easat-7124	24	19	to	to	PART
easat-7124	24	20	withstand	withstand	VERB
easat-7124	24	21	user	user	NOUN
easat-7124	24	22	requirements	requirement	NOUN
easat-7124	24	23	through	through	ADP
easat-7124	24	24	digital	digital	ADJ
easat-7124	24	25	services	service	NOUN
easat-7124	25	1	[	[	X
easat-7124	25	2	1	1	NUM
easat-7124	25	3	]	]	PUNCT
easat-7124	25	4	.	.	PUNCT
easat-7124	26	1	also	also	ADV
easat-7124	26	2	,	,	PUNCT
easat-7124	26	3	with	with	SCONJ
easat-7124	26	4	digital	digital	ADJ
easat-7124	26	5	information	information	NOUN
easat-7124	26	6	banking	banking	NOUN
easat-7124	26	7	sector	sector	NOUN
easat-7124	26	8	exhibits	exhibit	VERB
easat-7124	26	9	faster	fast	ADV
easat-7124	26	10	and	and	CCONJ
easat-7124	26	11	better	well	ADJ
easat-7124	26	12	experiences	experience	NOUN
easat-7124	26	13	for	for	ADP
easat-7124	26	14	the	the	DET
easat-7124	26	15	customers	customer	NOUN
easat-7124	26	16	.	.	PUNCT
easat-7124	27	1	the	the	DET
easat-7124	27	2	banking	banking	NOUN
easat-7124	27	3	sector	sector	NOUN
easat-7124	27	4	is	be	AUX
easat-7124	27	5	highly	highly	ADV
easat-7124	27	6	engaged	engaged	ADJ
easat-7124	27	7	in	in	ADP
easat-7124	27	8	“	"	PUNCT
easat-7124	27	9	open	open	ADJ
easat-7124	27	10	banking	banking	NOUN
easat-7124	27	11	”	"	PUNCT
easat-7124	27	12	to	to	PART
easat-7124	27	13	offer	offer	VERB
easat-7124	27	14	customer	customer	NOUN
easat-7124	27	15	benefits	benefit	NOUN
easat-7124	27	16	for	for	ADP
easat-7124	27	17	effective	effective	ADJ
easat-7124	27	18	data	datum	NOUN
easat-7124	27	19	sharing	sharing	NOUN
easat-7124	27	20	and	and	CCONJ
easat-7124	27	21	cooperation	cooperation	NOUN
easat-7124	27	22	in	in	ADP
easat-7124	27	23	the	the	DET
easat-7124	27	24	financial	financial	ADJ
easat-7124	27	25	institutions	institution	NOUN
easat-7124	27	26	[	[	X
easat-7124	27	27	2	2	NUM
easat-7124	27	28	]	]	PUNCT
easat-7124	27	29	.	.	PUNCT
easat-7124	28	1	the	the	DET
easat-7124	28	2	core	core	NOUN
easat-7124	28	3	data	datum	NOUN
easat-7124	28	4	in	in	ADP
easat-7124	28	5	the	the	DET
easat-7124	28	6	financial	financial	ADJ
easat-7124	28	7	institutions	institution	NOUN
easat-7124	28	8	are	be	AUX
easat-7124	28	9	connected	connect	VERB
easat-7124	28	10	based	base	VERB
easat-7124	28	11	on	on	ADP
easat-7124	28	12	the	the	DET
easat-7124	28	13	perspectives	perspective	NOUN
easat-7124	28	14	of	of	ADP
easat-7124	28	15	the	the	DET
easat-7124	28	16	stakeholders	stakeholder	NOUN
easat-7124	28	17	subjected	subject	VERB
easat-7124	28	18	to	to	ADP
easat-7124	28	19	a	a	DET
easat-7124	28	20	vast	vast	ADJ
easat-7124	28	21	range	range	NOUN
easat-7124	28	22	of	of	ADP
easat-7124	28	23	difficulties	difficulty	NOUN
easat-7124	28	24	and	and	CCONJ
easat-7124	28	25	issues	issue	NOUN
easat-7124	28	26	.	.	PUNCT
easat-7124	29	1	however	however	ADV
easat-7124	29	2	,	,	PUNCT
easat-7124	29	3	the	the	DET
easat-7124	29	4	banking	banking	NOUN
easat-7124	29	5	sector	sector	NOUN
easat-7124	29	6	demands	demand	VERB
easat-7124	29	7	increased	increase	VERB
easat-7124	29	8	privacy	privacy	NOUN
easat-7124	29	9	concerns	concern	NOUN
easat-7124	29	10	for	for	ADP
easat-7124	29	11	owners	owner	NOUN
easat-7124	29	12	for	for	ADP
easat-7124	29	13	data	datum	NOUN
easat-7124	29	14	sharing	sharing	NOUN
easat-7124	29	15	and	and	CCONJ
easat-7124	29	16	information	information	NOUN
easat-7124	29	17	exchange	exchange	NOUN
easat-7124	29	18	to	to	PART
easat-7124	29	19	prevent	prevent	VERB
easat-7124	29	20	fraud	fraud	NOUN
easat-7124	29	21	and	and	CCONJ
easat-7124	29	22	abuse	abuse	NOUN
easat-7124	29	23	of	of	ADP
easat-7124	29	24	data	datum	NOUN
easat-7124	29	25	[	[	X
easat-7124	29	26	3	3	NUM
easat-7124	29	27	]	]	PUNCT
easat-7124	29	28	.	.	PUNCT
easat-7124	30	1	additionally	additionally	ADV
easat-7124	30	2	,	,	PUNCT
easat-7124	30	3	data	datum	NOUN
easat-7124	30	4	personal	personal	ADJ
easat-7124	30	5	ownership	ownership	NOUN
easat-7124	30	6	and	and	CCONJ
easat-7124	30	7	privacy	privacy	NOUN
easat-7124	30	8	are	be	AUX
easat-7124	30	9	significant	significant	ADJ
easat-7124	30	10	contributions	contribution	NOUN
easat-7124	30	11	to	to	ADP
easat-7124	30	12	the	the	DET
easat-7124	30	13	field	field	NOUN
easat-7124	30	14	of	of	ADP
easat-7124	30	15	open	open	ADJ
easat-7124	30	16	banking	banking	NOUN
easat-7124	30	17	.	.	PUNCT
easat-7124	31	1	the	the	DET
easat-7124	31	2	process	process	NOUN
easat-7124	31	3	of	of	ADP
easat-7124	31	4	giving	give	VERB
easat-7124	31	5	third	third	ADJ
easat-7124	31	6	-	-	PUNCT
easat-7124	31	7	party	party	NOUN
easat-7124	31	8	payment	payment	NOUN
easat-7124	31	9	platforms	platform	NOUN
easat-7124	31	10	and	and	CCONJ
easat-7124	31	11	financial	financial	ADJ
easat-7124	31	12	service	service	NOUN
easat-7124	31	13	provider	provider	NOUN
easat-7124	31	14	’s	’s	PART
easat-7124	31	15	access	access	NOUN
easat-7124	31	16	to	to	ADP
easat-7124	31	17	consumer	consumer	NOUN
easat-7124	31	18	banking	banking	NOUN
easat-7124	31	19	information	information	NOUN
easat-7124	31	20	such	such	ADJ
easat-7124	31	21	as	as	ADP
easat-7124	31	22	transactions	transaction	NOUN
easat-7124	31	23	and	and	CCONJ
easat-7124	31	24	late	late	ADJ
easat-7124	31	25	payments	payment	NOUN
easat-7124	31	26	are	be	AUX
easat-7124	31	27	known	know	VERB
easat-7124	31	28	as	as	ADP
easat-7124	31	29	open	open	ADJ
easat-7124	31	30	banking	banking	NOUN
easat-7124	31	31	.	.	PUNCT
easat-7124	32	1	blockchain	blockchain	PROPN
easat-7124	32	2	can	can	AUX
easat-7124	32	3	help	help	VERB
easat-7124	32	4	rtgs	rtgs	NOUN
easat-7124	32	5	develop	develop	VERB
easat-7124	32	6	,	,	PUNCT
easat-7124	32	7	enhancing	enhance	VERB
easat-7124	32	8	the	the	DET
easat-7124	32	9	security	security	NOUN
easat-7124	32	10	of	of	ADP
easat-7124	32	11	https://orcid.org/0000-0002-4496-5774	https://orcid.org/0000-0002-4496-5774	NUM
easat-7124	32	12	https://orcid.org/0000-0002-1471-6953	https://orcid.org/0000-0002-1471-6953	ADJ
easat-7124	32	13	https://orcid.org/0000-0001-9957-3092	https://orcid.org/0000-0001-9957-3092	PROPN
easat-7124	32	14	https://orcid.org/0000-0003-1675-2058	https://orcid.org/0000-0003-1675-2058	X
easat-7124	32	15	1205	1205	NUM
easat-7124	32	16	edelweiss	edelweiss	PROPN
easat-7124	32	17	applied	apply	VERB
easat-7124	32	18	science	science	NOUN
easat-7124	32	19	and	and	CCONJ
easat-7124	32	20	technology	technology	NOUN
easat-7124	32	21	issn	issn	PROPN
easat-7124	32	22	:	:	PUNCT
easat-7124	32	23	2576	2576	NUM
easat-7124	32	24	-	-	SYM
easat-7124	32	25	8484	8484	NUM
easat-7124	32	26	vol	vol	NOUN
easat-7124	32	27	.	.	PROPN
easat-7124	33	1	9	9	NUM
easat-7124	33	2	,	,	PUNCT
easat-7124	33	3	no	no	INTJ
easat-7124	33	4	.	.	NOUN
easat-7124	33	5	5	5	NUM
easat-7124	33	6	:	:	SYM
easat-7124	33	7	1204	1204	NUM
easat-7124	33	8	-	-	SYM
easat-7124	33	9	1220	1220	NUM
easat-7124	33	10	,	,	PUNCT
easat-7124	33	11	2025	2025	NUM
easat-7124	33	12	doi	doi	NOUN
easat-7124	33	13	:	:	PUNCT
easat-7124	33	14	10.55214/25768484.v9i5.7124	10.55214/25768484.v9i5.7124	PROPN
easat-7124	33	15	©	©	PROPN
easat-7124	33	16	2025	2025	NUM
easat-7124	33	17	by	by	ADP
easat-7124	33	18	the	the	DET
easat-7124	33	19	authors	author	NOUN
easat-7124	33	20	;	;	PUNCT
easat-7124	33	21	licensee	licensee	PROPN
easat-7124	33	22	learning	learn	VERB
easat-7124	33	23	gate	gate	VERB
easat-7124	33	24	electronic	electronic	ADJ
easat-7124	33	25	transfers	transfer	NOUN
easat-7124	33	26	and	and	CCONJ
easat-7124	33	27	minimizing	minimize	VERB
easat-7124	33	28	the	the	DET
easat-7124	33	29	chances	chance	NOUN
easat-7124	33	30	of	of	ADP
easat-7124	33	31	accounting	accounting	NOUN
easat-7124	33	32	errors	error	NOUN
easat-7124	33	33	,	,	PUNCT
easat-7124	33	34	misunderstanding	misunderstanding	NOUN
easat-7124	33	35	,	,	PUNCT
easat-7124	33	36	double	double	ADJ
easat-7124	33	37	accounting	accounting	NOUN
easat-7124	33	38	,	,	PUNCT
easat-7124	33	39	and	and	CCONJ
easat-7124	33	40	fraud	fraud	NOUN
easat-7124	33	41	.	.	PUNCT
easat-7124	34	1	accountants	accountant	NOUN
easat-7124	34	2	and	and	CCONJ
easat-7124	34	3	auditors	auditor	NOUN
easat-7124	34	4	are	be	AUX
easat-7124	34	5	excellent	excellent	ADJ
easat-7124	34	6	examples	example	NOUN
easat-7124	34	7	of	of	ADP
easat-7124	34	8	businesses	business	NOUN
easat-7124	34	9	that	that	PRON
easat-7124	34	10	are	be	AUX
easat-7124	34	11	set	set	VERB
easat-7124	34	12	to	to	PART
easat-7124	34	13	be	be	AUX
easat-7124	34	14	disrupted	disrupt	VERB
easat-7124	34	15	by	by	ADP
easat-7124	34	16	blockchain	blockchain	PROPN
easat-7124	34	17	.	.	PUNCT
easat-7124	35	1	blockchain	blockchain	PROPN
easat-7124	35	2	is	be	AUX
easat-7124	35	3	a	a	DET
easat-7124	35	4	network	network	NOUN
easat-7124	35	5	of	of	ADP
easat-7124	35	6	peer	peer	NOUN
easat-7124	35	7	-	-	PUNCT
easat-7124	35	8	to	to	ADP
easat-7124	35	9	-	-	PUNCT
easat-7124	35	10	peer	peer	NOUN
easat-7124	35	11	nodes	node	NOUN
easat-7124	35	12	that	that	PRON
easat-7124	35	13	stores	store	VERB
easat-7124	35	14	transaction	transaction	NOUN
easat-7124	35	15	data	datum	NOUN
easat-7124	35	16	,	,	PUNCT
easat-7124	35	17	also	also	ADV
easat-7124	35	18	called	call	VERB
easat-7124	35	19	blocks	block	NOUN
easat-7124	35	20	,	,	PUNCT
easat-7124	35	21	of	of	ADP
easat-7124	35	22	the	the	DET
easat-7124	35	23	public	public	NOUN
easat-7124	35	24	in	in	ADP
easat-7124	35	25	several	several	ADJ
easat-7124	35	26	databases	database	NOUN
easat-7124	35	27	,	,	PUNCT
easat-7124	35	28	also	also	ADV
easat-7124	35	29	referred	refer	VERB
easat-7124	35	30	to	to	ADP
easat-7124	35	31	as	as	ADP
easat-7124	35	32	the	the	DET
easat-7124	35	33	"	"	PUNCT
easat-7124	35	34	chain	chain	NOUN
easat-7124	35	35	.	.	PUNCT
easat-7124	35	36	"	"	PUNCT
easat-7124	36	1	this	this	DET
easat-7124	36	2	type	type	NOUN
easat-7124	36	3	of	of	ADP
easat-7124	36	4	store	store	NOUN
easat-7124	36	5	is	be	AUX
easat-7124	36	6	usually	usually	ADV
easat-7124	36	7	referred	refer	VERB
easat-7124	36	8	to	to	ADP
easat-7124	36	9	as	as	ADP
easat-7124	36	10	a	a	DET
easat-7124	36	11	'	'	PUNCT
easat-7124	36	12	public	public	ADJ
easat-7124	36	13	blockchain	blockchain	NOUN
easat-7124	36	14	.	.	PUNCT
easat-7124	36	15	'	'	PUNCT
easat-7124	37	1	especially	especially	ADV
easat-7124	37	2	,	,	PUNCT
easat-7124	37	3	as	as	SCONJ
easat-7124	37	4	the	the	DET
easat-7124	37	5	regulation	regulation	NOUN
easat-7124	37	6	provided	provide	VERB
easat-7124	37	7	in	in	ADP
easat-7124	37	8	may	may	PROPN
easat-7124	37	9	2018	2018	NUM
easat-7124	37	10	came	came	AUX
easat-7124	37	11	enforced	enforce	VERB
easat-7124	37	12	as	as	ADP
easat-7124	37	13	the	the	DET
easat-7124	37	14	general	general	ADJ
easat-7124	37	15	data	data	PROPN
easat-7124	37	16	protection	protection	NOUN
easat-7124	37	17	regulation	regulation	NOUN
easat-7124	37	18	(	(	PUNCT
easat-7124	37	19	gdpr	gdpr	NOUN
easat-7124	37	20	)	)	PUNCT
easat-7124	37	21	by	by	ADP
easat-7124	37	22	the	the	DET
easat-7124	37	23	european	european	PROPN
easat-7124	37	24	union	union	PROPN
easat-7124	37	25	(	(	PUNCT
easat-7124	37	26	eu	eu	PROPN
easat-7124	37	27	)	)	PUNCT
easat-7124	37	28	.	.	PUNCT
easat-7124	38	1	the	the	DET
easat-7124	38	2	general	general	ADJ
easat-7124	38	3	data	data	PROPN
easat-7124	38	4	protection	protection	NOUN
easat-7124	38	5	regulation	regulation	NOUN
easat-7124	38	6	is	be	AUX
easat-7124	38	7	the	the	DET
easat-7124	38	8	world	world	NOUN
easat-7124	38	9	's	's	PART
easat-7124	38	10	toughest	tough	ADJ
easat-7124	38	11	stringent	stringent	ADJ
easat-7124	38	12	privacy	privacy	NOUN
easat-7124	38	13	and	and	CCONJ
easat-7124	38	14	safety	safety	NOUN
easat-7124	38	15	law	law	NOUN
easat-7124	38	16	.	.	PUNCT
easat-7124	39	1	even	even	ADV
easat-7124	39	2	though	though	SCONJ
easat-7124	39	3	it	it	PRON
easat-7124	39	4	was	be	AUX
easat-7124	39	5	developed	develop	VERB
easat-7124	39	6	and	and	CCONJ
easat-7124	39	7	passed	pass	VERB
easat-7124	39	8	by	by	ADP
easat-7124	39	9	the	the	DET
easat-7124	39	10	european	european	PROPN
easat-7124	39	11	union	union	PROPN
easat-7124	39	12	(	(	PUNCT
easat-7124	39	13	eu	eu	PROPN
easat-7124	39	14	)	)	PUNCT
easat-7124	39	15	,	,	PUNCT
easat-7124	39	16	it	it	PRON
easat-7124	39	17	imposes	impose	VERB
easat-7124	39	18	obligations	obligation	NOUN
easat-7124	39	19	on	on	ADP
easat-7124	39	20	businesses	business	NOUN
easat-7124	39	21	anywhere	anywhere	ADV
easat-7124	39	22	else	else	ADV
easat-7124	39	23	that	that	DET
easat-7124	39	24	target	target	VERB
easat-7124	39	25	or	or	CCONJ
easat-7124	39	26	collect	collect	VERB
easat-7124	39	27	data	datum	NOUN
easat-7124	39	28	on	on	ADP
easat-7124	39	29	eu	eu	PROPN
easat-7124	39	30	citizens	citizen	NOUN
easat-7124	39	31	.	.	PUNCT
easat-7124	40	1	the	the	DET
easat-7124	40	2	gdpr	gdpr	PROPN
easat-7124	40	3	's	's	PART
easat-7124	40	4	goal	goal	NOUN
easat-7124	40	5	is	be	AUX
easat-7124	40	6	to	to	PART
easat-7124	40	7	impose	impose	VERB
easat-7124	40	8	a	a	DET
easat-7124	40	9	uniform	uniform	ADJ
easat-7124	40	10	data	datum	NOUN
easat-7124	40	11	security	security	NOUN
easat-7124	40	12	law	law	NOUN
easat-7124	40	13	on	on	ADP
easat-7124	40	14	all	all	DET
easat-7124	40	15	eu	eu	PROPN
easat-7124	40	16	members	member	NOUN
easat-7124	40	17	,	,	PUNCT
easat-7124	40	18	removing	remove	VERB
easat-7124	40	19	the	the	DET
easat-7124	40	20	need	need	NOUN
easat-7124	40	21	for	for	SCONJ
easat-7124	40	22	each	each	DET
easat-7124	40	23	member	member	NOUN
easat-7124	40	24	state	state	NOUN
easat-7124	40	25	to	to	PART
easat-7124	40	26	write	write	VERB
easat-7124	40	27	its	its	PRON
easat-7124	40	28	own	own	ADJ
easat-7124	40	29	data	data	NOUN
easat-7124	40	30	protection	protection	NOUN
easat-7124	40	31	rules	rule	NOUN
easat-7124	40	32	and	and	CCONJ
easat-7124	40	33	guaranteeing	guarantee	VERB
easat-7124	40	34	that	that	SCONJ
easat-7124	40	35	laws	law	NOUN
easat-7124	40	36	are	be	AUX
easat-7124	40	37	uniform	uniform	ADJ
easat-7124	40	38	across	across	ADP
easat-7124	40	39	the	the	DET
easat-7124	40	40	eu	eu	PROPN
easat-7124	40	41	.	.	PROPN
easat-7124	41	1	in	in	ADP
easat-7124	41	2	consideration	consideration	NOUN
easat-7124	41	3	of	of	ADP
easat-7124	41	4	challenges	challenge	NOUN
easat-7124	41	5	,	,	PUNCT
easat-7124	41	6	companies	company	NOUN
easat-7124	41	7	of	of	ADP
easat-7124	41	8	banks	bank	NOUN
easat-7124	41	9	and	and	CCONJ
easat-7124	41	10	financial	financial	ADJ
easat-7124	41	11	technologies	technology	NOUN
easat-7124	41	12	explored	explore	VERB
easat-7124	41	13	new	new	ADJ
easat-7124	41	14	emerging	emerge	VERB
easat-7124	41	15	technologies	technology	NOUN
easat-7124	41	16	compared	compare	VERB
easat-7124	41	17	to	to	ADP
easat-7124	41	18	existing	exist	VERB
easat-7124	41	19	technologies	technology	NOUN
easat-7124	41	20	in	in	ADP
easat-7124	41	21	terms	term	NOUN
easat-7124	41	22	of	of	ADP
easat-7124	41	23	the	the	DET
easat-7124	41	24	provision	provision	NOUN
easat-7124	41	25	of	of	ADP
easat-7124	41	26	services	service	NOUN
easat-7124	41	27	,	,	PUNCT
easat-7124	41	28	products	product	NOUN
easat-7124	41	29	with	with	ADP
easat-7124	41	30	regulation	regulation	NOUN
easat-7124	41	31	,	,	PUNCT
easat-7124	41	32	and	and	CCONJ
easat-7124	41	33	requirement	requirement	NOUN
easat-7124	41	34	for	for	ADP
easat-7124	41	35	data	datum	NOUN
easat-7124	41	36	privacy	privacy	NOUN
easat-7124	41	37	[	[	X
easat-7124	41	38	4	4	NUM
easat-7124	41	39	]	]	PUNCT
easat-7124	41	40	.	.	PUNCT
easat-7124	42	1	blockchain	blockchain	PROPN
easat-7124	42	2	is	be	AUX
easat-7124	42	3	considered	consider	VERB
easat-7124	42	4	an	an	DET
easat-7124	42	5	emerging	emerge	VERB
easat-7124	42	6	technology	technology	NOUN
easat-7124	42	7	with	with	ADP
easat-7124	42	8	effective	effective	ADJ
easat-7124	42	9	growth	growth	NOUN
easat-7124	42	10	to	to	PART
easat-7124	42	11	manage	manage	VERB
easat-7124	42	12	records	record	NOUN
easat-7124	42	13	in	in	ADP
easat-7124	42	14	the	the	DET
easat-7124	42	15	list	list	NOUN
easat-7124	42	16	for	for	ADP
easat-7124	42	17	peer	peer	NOUN
easat-7124	42	18	-	-	PUNCT
easat-7124	42	19	to	to	ADP
easat-7124	42	20	-	-	PUNCT
easat-7124	42	21	peer	peer	NOUN
easat-7124	42	22	(	(	PUNCT
easat-7124	42	23	p2p	p2p	NOUN
easat-7124	42	24	)	)	PUNCT
easat-7124	42	25	networks	network	NOUN
easat-7124	42	26	in	in	ADP
easat-7124	42	27	different	different	ADJ
easat-7124	42	28	fields	field	NOUN
easat-7124	42	29	such	such	ADJ
easat-7124	42	30	as	as	ADP
easat-7124	42	31	cloud	cloud	NOUN
easat-7124	42	32	computing	computing	NOUN
easat-7124	42	33	,	,	PUNCT
easat-7124	42	34	artificial	artificial	ADJ
easat-7124	42	35	intelligence	intelligence	NOUN
easat-7124	42	36	,	,	PUNCT
easat-7124	42	37	internet	internet	NOUN
easat-7124	42	38	of	of	ADP
easat-7124	42	39	things	thing	NOUN
easat-7124	42	40	(	(	PUNCT
easat-7124	42	41	iot	iot	NOUN
easat-7124	42	42	)	)	PUNCT
easat-7124	42	43	,	,	PUNCT
easat-7124	42	44	big	big	ADJ
easat-7124	42	45	data	datum	NOUN
easat-7124	42	46	,	,	PUNCT
easat-7124	42	47	and	and	CCONJ
easat-7124	42	48	so	so	ADV
easat-7124	42	49	on	on	ADP
easat-7124	42	50	[	[	X
easat-7124	42	51	5	5	NUM
easat-7124	42	52	]	]	PUNCT
easat-7124	42	53	.	.	PUNCT
easat-7124	43	1	cloud	cloud	PROPN
easat-7124	43	2	computing	computing	PROPN
easat-7124	43	3	refers	refer	VERB
easat-7124	43	4	to	to	ADP
easat-7124	43	5	the	the	DET
easat-7124	43	6	on	on	ADP
easat-7124	43	7	-	-	PUNCT
easat-7124	43	8	demand	demand	NOUN
easat-7124	43	9	usage	usage	NOUN
easat-7124	43	10	of	of	ADP
easat-7124	43	11	computer	computer	NOUN
easat-7124	43	12	operating	operating	NOUN
easat-7124	43	13	systems	system	NOUN
easat-7124	43	14	,	,	PUNCT
easat-7124	43	15	especially	especially	ADV
easat-7124	43	16	data	datum	NOUN
easat-7124	43	17	storage	storage	NOUN
easat-7124	43	18	and	and	CCONJ
easat-7124	43	19	computational	computational	ADJ
easat-7124	43	20	power	power	NOUN
easat-7124	43	21	,	,	PUNCT
easat-7124	43	22	without	without	ADP
easat-7124	43	23	users	user	NOUN
easat-7124	43	24	trying	try	VERB
easat-7124	43	25	to	to	PART
easat-7124	43	26	handle	handle	VERB
easat-7124	43	27	them	they	PRON
easat-7124	43	28	personally	personally	ADV
easat-7124	43	29	.	.	PUNCT
easat-7124	44	1	functions	function	NOUN
easat-7124	44	2	in	in	ADP
easat-7124	44	3	larger	large	ADJ
easat-7124	44	4	clouds	cloud	NOUN
easat-7124	44	5	are	be	AUX
easat-7124	44	6	often	often	ADV
easat-7124	44	7	distributed	distribute	VERB
easat-7124	44	8	across	across	ADP
easat-7124	44	9	numerous	numerous	ADJ
easat-7124	44	10	locations	location	NOUN
easat-7124	44	11	,	,	PUNCT
easat-7124	44	12	each	each	DET
easat-7124	44	13	one	one	NOUN
easat-7124	44	14	is	be	AUX
easat-7124	44	15	a	a	DET
easat-7124	44	16	data	data	NOUN
easat-7124	44	17	center	center	NOUN
easat-7124	44	18	.	.	PUNCT
easat-7124	45	1	artificial	artificial	ADJ
easat-7124	45	2	intelligence	intelligence	NOUN
easat-7124	45	3	is	be	AUX
easat-7124	45	4	the	the	DET
easat-7124	45	5	capacity	capacity	NOUN
easat-7124	45	6	of	of	ADP
easat-7124	45	7	a	a	DET
easat-7124	45	8	computer	computer	NOUN
easat-7124	45	9	or	or	CCONJ
easat-7124	45	10	a	a	DET
easat-7124	45	11	robot	robot	NOUN
easat-7124	45	12	controlled	control	VERB
easat-7124	45	13	by	by	ADP
easat-7124	45	14	a	a	DET
easat-7124	45	15	computer	computer	NOUN
easat-7124	45	16	to	to	PART
easat-7124	45	17	do	do	VERB
easat-7124	45	18	human	human	ADJ
easat-7124	45	19	tasks	task	NOUN
easat-7124	45	20	with	with	ADP
easat-7124	45	21	intelligence	intelligence	NOUN
easat-7124	45	22	and	and	CCONJ
easat-7124	45	23	discernment	discernment	NOUN
easat-7124	45	24	.	.	PUNCT
easat-7124	46	1	peer	peer	NOUN
easat-7124	46	2	-	-	PUNCT
easat-7124	46	3	to	to	ADP
easat-7124	46	4	-	-	PUNCT
easat-7124	46	5	peer	peer	NOUN
easat-7124	46	6	networks	network	NOUN
easat-7124	46	7	are	be	AUX
easat-7124	46	8	typically	typically	ADV
easat-7124	46	9	made	make	VERB
easat-7124	46	10	up	up	ADP
easat-7124	46	11	of	of	ADP
easat-7124	46	12	a	a	DET
easat-7124	46	13	handful	handful	NOUN
easat-7124	46	14	or	or	CCONJ
easat-7124	46	15	fewer	few	ADJ
easat-7124	46	16	computers	computer	NOUN
easat-7124	46	17	.	.	PUNCT
easat-7124	47	1	these	these	DET
easat-7124	47	2	computers	computer	NOUN
easat-7124	47	3	individually	individually	ADV
easat-7124	47	4	store	store	VERB
easat-7124	47	5	their	their	PRON
easat-7124	47	6	data	datum	NOUN
easat-7124	47	7	with	with	ADP
easat-7124	47	8	their	their	PRON
easat-7124	47	9	very	very	ADV
easat-7124	47	10	own	own	ADJ
easat-7124	47	11	security	security	NOUN
easat-7124	47	12	,	,	PUNCT
easat-7124	47	13	and	and	CCONJ
easat-7124	47	14	they	they	PRON
easat-7124	47	15	also	also	ADV
easat-7124	47	16	share	share	VERB
easat-7124	47	17	information	information	NOUN
easat-7124	47	18	with	with	ADP
easat-7124	47	19	the	the	DET
easat-7124	47	20	entire	entire	ADJ
easat-7124	47	21	network	network	NOUN
easat-7124	47	22	.	.	PUNCT
easat-7124	48	1	peer	peer	NOUN
easat-7124	48	2	-	-	PUNCT
easat-7124	48	3	to	to	ADP
easat-7124	48	4	-	-	PUNCT
easat-7124	48	5	peer	peer	NOUN
easat-7124	48	6	networks	network	NOUN
easat-7124	48	7	contain	contain	VERB
easat-7124	48	8	nodes	node	NOUN
easat-7124	48	9	that	that	SCONJ
easat-7124	48	10	both	both	PRON
easat-7124	48	11	receive	receive	VERB
easat-7124	48	12	and	and	CCONJ
easat-7124	48	13	give	give	VERB
easat-7124	48	14	resources	resource	NOUN
easat-7124	48	15	.	.	PUNCT
easat-7124	49	1	in	in	ADP
easat-7124	49	2	a	a	DET
easat-7124	49	3	peer	peer	NOUN
easat-7124	49	4	-	-	PUNCT
easat-7124	49	5	to	to	ADP
easat-7124	49	6	-	-	PUNCT
easat-7124	49	7	peer	peer	NOUN
easat-7124	49	8	network	network	NOUN
easat-7124	49	9	,	,	PUNCT
easat-7124	49	10	the	the	DET
easat-7124	49	11	computers	computer	NOUN
easat-7124	49	12	on	on	ADP
easat-7124	49	13	the	the	DET
easat-7124	49	14	network	network	NOUN
easat-7124	49	15	are	be	AUX
easat-7124	49	16	considered	consider	VERB
easat-7124	49	17	equal	equal	ADJ
easat-7124	49	18	,	,	PUNCT
easat-7124	49	19	so	so	SCONJ
easat-7124	49	20	each	each	DET
easat-7124	49	21	computer	computer	NOUN
easat-7124	49	22	has	have	VERB
easat-7124	49	23	access	access	NOUN
easat-7124	49	24	to	to	ADP
easat-7124	49	25	the	the	DET
easat-7124	49	26	same	same	ADJ
easat-7124	49	27	opportunities	opportunity	NOUN
easat-7124	49	28	and	and	CCONJ
easat-7124	49	29	data	datum	NOUN
easat-7124	49	30	.	.	PUNCT
easat-7124	50	1	this	this	PRON
easat-7124	50	2	is	be	AUX
easat-7124	50	3	a	a	DET
easat-7124	50	4	basic	basic	ADJ
easat-7124	50	5	network	network	NOUN
easat-7124	50	6	wherein	wherein	ADJ
easat-7124	50	7	computers	computer	NOUN
easat-7124	50	8	can	can	AUX
easat-7124	50	9	communicate	communicate	VERB
easat-7124	50	10	with	with	ADP
easat-7124	50	11	each	each	DET
easat-7124	50	12	other	other	ADJ
easat-7124	50	13	and	and	CCONJ
easat-7124	50	14	exchange	exchange	VERB
easat-7124	50	15	what	what	PRON
easat-7124	50	16	's	be	AUX
easat-7124	50	17	on	on	ADP
easat-7124	50	18	or	or	CCONJ
easat-7124	50	19	connected	connect	VERB
easat-7124	50	20	to	to	ADP
easat-7124	50	21	their	their	PRON
easat-7124	50	22	computers	computer	NOUN
easat-7124	50	23	with	with	ADP
easat-7124	50	24	other	other	ADJ
easat-7124	50	25	users	user	NOUN
easat-7124	50	26	.	.	PUNCT
easat-7124	51	1	blockchain	blockchain	VERB
easat-7124	51	2	secure	secure	ADJ
easat-7124	51	3	run	run	NOUN
easat-7124	51	4	-	-	PUNCT
easat-7124	51	5	in	in	ADP
easat-7124	51	6	computation	computation	NOUN
easat-7124	51	7	of	of	ADP
easat-7124	51	8	the	the	DET
easat-7124	51	9	one	one	NOUN
easat-7124	51	10	in	in	ADP
easat-7124	51	11	which	which	PRON
easat-7124	51	12	the	the	DET
easat-7124	51	13	owner	owner	NOUN
easat-7124	51	14	of	of	ADP
easat-7124	51	15	the	the	DET
easat-7124	51	16	raw	raw	ADJ
easat-7124	51	17	data	datum	NOUN
easat-7124	51	18	has	have	VERB
easat-7124	51	19	significant	significant	ADJ
easat-7124	51	20	access	access	NOUN
easat-7124	51	21	.	.	PUNCT
easat-7124	52	1	recently	recently	ADV
easat-7124	52	2	,	,	PUNCT
easat-7124	52	3	with	with	ADP
easat-7124	52	4	increased	increase	VERB
easat-7124	52	5	interest	interest	NOUN
easat-7124	52	6	and	and	CCONJ
easat-7124	52	7	effort	effort	NOUN
easat-7124	52	8	in	in	ADP
easat-7124	52	9	the	the	DET
easat-7124	52	10	application	application	NOUN
easat-7124	52	11	of	of	ADP
easat-7124	52	12	the	the	DET
easat-7124	52	13	blockchain	blockchain	NOUN
easat-7124	52	14	and	and	CCONJ
easat-7124	52	15	smart	smart	ADJ
easat-7124	52	16	technologies	technology	NOUN
easat-7124	52	17	in	in	ADP
easat-7124	52	18	different	different	ADJ
easat-7124	52	19	areas	area	NOUN
easat-7124	52	20	such	such	ADJ
easat-7124	52	21	as	as	ADP
easat-7124	52	22	insurance	insurance	NOUN
easat-7124	52	23	,	,	PUNCT
easat-7124	52	24	government	government	NOUN
easat-7124	52	25	,	,	PUNCT
easat-7124	52	26	education	education	NOUN
easat-7124	52	27	,	,	PUNCT
easat-7124	52	28	medical	medical	ADJ
easat-7124	52	29	application	application	NOUN
easat-7124	52	30	,	,	PUNCT
easat-7124	52	31	digital	digital	ADJ
easat-7124	52	32	storage	storage	NOUN
easat-7124	52	33	,	,	PUNCT
easat-7124	52	34	and	and	CCONJ
easat-7124	52	35	electricity	electricity	NOUN
easat-7124	53	1	[	[	X
easat-7124	53	2	6	6	NUM
easat-7124	53	3	]	]	PUNCT
easat-7124	53	4	.	.	PUNCT
easat-7124	54	1	although	although	SCONJ
easat-7124	54	2	blockchain	blockchain	PROPN
easat-7124	54	3	technology	technology	PROPN
easat-7124	54	4	is	be	AUX
easat-7124	54	5	considered	consider	VERB
easat-7124	54	6	a	a	DET
easat-7124	54	7	key	key	ADJ
easat-7124	54	8	enabling	enable	VERB
easat-7124	54	9	technology	technology	NOUN
easat-7124	54	10	for	for	ADP
easat-7124	54	11	data	data	NOUN
easat-7124	54	12	security	security	NOUN
easat-7124	54	13	and	and	CCONJ
easat-7124	54	14	privacy	privacy	NOUN
easat-7124	54	15	[	[	X
easat-7124	54	16	7	7	NUM
easat-7124	54	17	]	]	PUNCT
easat-7124	54	18	.	.	PUNCT
easat-7124	55	1	using	use	VERB
easat-7124	55	2	decentralized	decentralized	ADJ
easat-7124	55	3	identification	identification	NOUN
easat-7124	55	4	and	and	CCONJ
easat-7124	55	5	other	other	ADJ
easat-7124	55	6	security	security	NOUN
easat-7124	55	7	features	feature	NOUN
easat-7124	55	8	,	,	PUNCT
easat-7124	55	9	blockchain	blockchain	NOUN
easat-7124	55	10	and	and	CCONJ
easat-7124	55	11	public	public	PROPN
easat-7124	55	12	blockchain	blockchain	PROPN
easat-7124	55	13	technology	technology	PROPN
easat-7124	55	14	offer	offer	VERB
easat-7124	55	15	novel	novel	ADJ
easat-7124	55	16	opportunities	opportunity	NOUN
easat-7124	55	17	for	for	ADP
easat-7124	55	18	safeguarding	safeguard	VERB
easat-7124	55	19	user	user	NOUN
easat-7124	55	20	data	datum	NOUN
easat-7124	55	21	.	.	PUNCT
easat-7124	56	1	these	these	DET
easat-7124	56	2	technologies	technology	NOUN
easat-7124	56	3	can	can	AUX
easat-7124	56	4	give	give	VERB
easat-7124	56	5	consumers	consumer	NOUN
easat-7124	56	6	greater	great	ADJ
easat-7124	56	7	control	control	NOUN
easat-7124	56	8	over	over	ADP
easat-7124	56	9	their	their	PRON
easat-7124	56	10	data	datum	NOUN
easat-7124	56	11	by	by	ADP
easat-7124	56	12	offering	offer	VERB
easat-7124	56	13	tools	tool	NOUN
easat-7124	56	14	to	to	PART
easat-7124	56	15	allow	allow	VERB
easat-7124	56	16	them	they	PRON
easat-7124	56	17	to	to	PART
easat-7124	56	18	own	own	VERB
easat-7124	56	19	and	and	CCONJ
easat-7124	56	20	control	control	VERB
easat-7124	56	21	it	it	PRON
easat-7124	56	22	.	.	PUNCT
easat-7124	57	1	blockchain	blockchain	PROPN
easat-7124	57	2	is	be	AUX
easat-7124	57	3	decentralized	decentralize	VERB
easat-7124	57	4	,	,	PUNCT
easat-7124	57	5	encoded	encode	VERB
easat-7124	57	6	,	,	PUNCT
easat-7124	57	7	and	and	CCONJ
easat-7124	57	8	cross	cros	VERB
easat-7124	57	9	-	-	ADJ
easat-7124	57	10	checked	check	VERB
easat-7124	57	11	,	,	PUNCT
easat-7124	57	12	the	the	DET
easat-7124	57	13	information	information	NOUN
easat-7124	57	14	may	may	AUX
easat-7124	57	15	be	be	AUX
easat-7124	57	16	believed	believe	VERB
easat-7124	57	17	.	.	PUNCT
easat-7124	58	1	since	since	SCONJ
easat-7124	58	2	the	the	DET
easat-7124	58	3	blockchain	blockchain	PROPN
easat-7124	58	4	is	be	AUX
easat-7124	58	5	so	so	ADV
easat-7124	58	6	tightly	tightly	ADV
easat-7124	58	7	populated	populated	ADJ
easat-7124	58	8	with	with	ADP
easat-7124	58	9	nodes	node	NOUN
easat-7124	58	10	,	,	PUNCT
easat-7124	58	11	accessing	access	VERB
easat-7124	58	12	the	the	DET
easat-7124	58	13	majority	majority	NOUN
easat-7124	58	14	of	of	ADP
easat-7124	58	15	nodes	node	NOUN
easat-7124	58	16	at	at	ADP
easat-7124	58	17	the	the	DET
easat-7124	58	18	same	same	ADJ
easat-7124	58	19	moment	moment	NOUN
easat-7124	58	20	is	be	AUX
easat-7124	58	21	difficult	difficult	ADJ
easat-7124	58	22	.	.	PUNCT
easat-7124	59	1	however	however	ADV
easat-7124	59	2	,	,	PUNCT
easat-7124	59	3	blockchain	blockchain	PROPN
easat-7124	59	4	is	be	AUX
easat-7124	59	5	subjected	subject	VERB
easat-7124	59	6	to	to	ADP
easat-7124	59	7	certain	certain	ADJ
easat-7124	59	8	limitations	limitation	NOUN
easat-7124	59	9	for	for	ADP
easat-7124	59	10	financial	financial	ADJ
easat-7124	59	11	data	datum	NOUN
easat-7124	59	12	in	in	ADP
easat-7124	59	13	terms	term	NOUN
easat-7124	59	14	of	of	ADP
easat-7124	59	15	privacy	privacy	NOUN
easat-7124	59	16	preservation	preservation	NOUN
easat-7124	59	17	in	in	ADP
easat-7124	59	18	granularity	granularity	NOUN
easat-7124	59	19	for	for	ADP
easat-7124	59	20	customer	customer	NOUN
easat-7124	59	21	data	datum	NOUN
easat-7124	59	22	that	that	PRON
easat-7124	59	23	are	be	AUX
easat-7124	59	24	not	not	PART
easat-7124	59	25	suitable	suitable	ADJ
easat-7124	59	26	for	for	ADP
easat-7124	59	27	existing	exist	VERB
easat-7124	59	28	bank	bank	NOUN
easat-7124	59	29	applications	application	NOUN
easat-7124	59	30	and	and	CCONJ
easat-7124	59	31	limited	limited	ADJ
easat-7124	59	32	information	information	NOUN
easat-7124	59	33	for	for	ADP
easat-7124	59	34	their	their	PRON
easat-7124	59	35	data	datum	NOUN
easat-7124	59	36	[	[	X
easat-7124	59	37	8	8	NUM
easat-7124	59	38	]	]	PUNCT
easat-7124	59	39	.	.	PUNCT
easat-7124	60	1	another	another	DET
easat-7124	60	2	limitation	limitation	NOUN
easat-7124	60	3	of	of	ADP
easat-7124	60	4	blockchain	blockchain	PROPN
easat-7124	60	5	is	be	AUX
easat-7124	60	6	the	the	DET
easat-7124	60	7	limited	limited	ADJ
easat-7124	60	8	utilization	utilization	NOUN
easat-7124	60	9	of	of	ADP
easat-7124	60	10	information	information	NOUN
easat-7124	60	11	data	datum	NOUN
easat-7124	60	12	and	and	CCONJ
easat-7124	60	13	data	datum	NOUN
easat-7124	60	14	complexity	complexity	NOUN
easat-7124	60	15	and	and	CCONJ
easat-7124	60	16	variety	variety	NOUN
easat-7124	60	17	in	in	ADP
easat-7124	60	18	the	the	DET
easat-7124	60	19	bank	bank	NOUN
easat-7124	60	20	sub	sub	NOUN
easat-7124	60	21	-	-	NOUN
easat-7124	60	22	system	system	NOUN
easat-7124	60	23	to	to	PART
easat-7124	60	24	deal	deal	VERB
easat-7124	60	25	with	with	ADP
easat-7124	60	26	customer	customer	NOUN
easat-7124	60	27	data	datum	NOUN
easat-7124	60	28	authorization	authorization	NOUN
easat-7124	60	29	for	for	ADP
easat-7124	60	30	tedious	tedious	ADJ
easat-7124	60	31	operations	operation	NOUN
easat-7124	60	32	.	.	PUNCT
easat-7124	61	1	with	with	ADP
easat-7124	61	2	conventional	conventional	ADJ
easat-7124	61	3	laws	law	NOUN
easat-7124	61	4	and	and	CCONJ
easat-7124	61	5	regulations	regulation	NOUN
easat-7124	61	6	,	,	PUNCT
easat-7124	61	7	effective	effective	ADJ
easat-7124	61	8	management	management	NOUN
easat-7124	61	9	of	of	ADP
easat-7124	61	10	bank	bank	NOUN
easat-7124	61	11	operations	operation	NOUN
easat-7124	61	12	and	and	CCONJ
easat-7124	61	13	customer	customer	NOUN
easat-7124	61	14	data	datum	NOUN
easat-7124	61	15	needs	need	VERB
easat-7124	61	16	to	to	PART
easat-7124	61	17	be	be	AUX
easat-7124	61	18	managed	manage	VERB
easat-7124	61	19	.	.	PUNCT
easat-7124	62	1	this	this	DET
easat-7124	62	2	paper	paper	NOUN
easat-7124	62	3	developed	develop	VERB
easat-7124	62	4	a	a	DET
easat-7124	62	5	secure	secure	ADJ
easat-7124	62	6	framework	framework	NOUN
easat-7124	62	7	model	model	NOUN
easat-7124	62	8	for	for	ADP
easat-7124	62	9	the	the	DET
easat-7124	62	10	black	black	ADJ
easat-7124	62	11	chain	chain	NOUN
easat-7124	62	12	process	process	NOUN
easat-7124	62	13	in	in	ADP
easat-7124	62	14	bank	bank	NOUN
easat-7124	62	15	operations	operation	NOUN
easat-7124	62	16	.	.	PUNCT
easat-7124	63	1	the	the	DET
easat-7124	63	2	estimation	estimation	NOUN
easat-7124	63	3	is	be	AUX
easat-7124	63	4	based	base	VERB
easat-7124	63	5	on	on	ADP
easat-7124	63	6	the	the	DET
easat-7124	63	7	ledger	ledger	NOUN
easat-7124	63	8	operation	operation	NOUN
easat-7124	63	9	of	of	ADP
easat-7124	63	10	the	the	DET
easat-7124	63	11	banks	bank	NOUN
easat-7124	63	12	with	with	ADP
easat-7124	63	13	consideration	consideration	NOUN
easat-7124	63	14	of	of	ADP
easat-7124	63	15	the	the	DET
easat-7124	63	16	blockchain	blockchain	PROPN
easat-7124	63	17	security	security	NOUN
easat-7124	63	18	scheme	scheme	NOUN
easat-7124	63	19	.	.	PUNCT
easat-7124	64	1	the	the	DET
easat-7124	64	2	proposed	propose	VERB
easat-7124	64	3	security	security	NOUN
easat-7124	64	4	model	model	NOUN
easat-7124	64	5	comprises	comprise	VERB
easat-7124	64	6	the	the	DET
easat-7124	64	7	homomorphic	homomorphic	ADJ
easat-7124	64	8	process	process	NOUN
easat-7124	64	9	integrated	integrate	VERB
easat-7124	64	10	with	with	ADP
easat-7124	64	11	the	the	DET
easat-7124	64	12	nudge	nudge	ADJ
easat-7124	64	13	model	model	NOUN
easat-7124	64	14	.	.	PUNCT
easat-7124	65	1	within	within	ADP
easat-7124	65	2	the	the	DET
easat-7124	65	3	nudge	nudge	NOUN
easat-7124	65	4	-	-	PUNCT
easat-7124	65	5	based	base	VERB
easat-7124	65	6	model	model	NOUN
easat-7124	65	7	collaborative	collaborative	ADJ
easat-7124	65	8	filtering	filtering	NOUN
easat-7124	65	9	is	be	AUX
easat-7124	65	10	applied	apply	VERB
easat-7124	65	11	for	for	ADP
easat-7124	65	12	processing	processing	NOUN
easat-7124	65	13	.	.	PUNCT
easat-7124	66	1	collaborative	collaborative	ADJ
easat-7124	66	2	filtering	filtering	NOUN
easat-7124	66	3	refers	refer	VERB
easat-7124	66	4	to	to	ADP
easat-7124	66	5	the	the	DET
easat-7124	66	6	set	set	NOUN
easat-7124	66	7	of	of	ADP
easat-7124	66	8	algorithms	algorithm	NOUN
easat-7124	66	9	that	that	PRON
easat-7124	66	10	include	include	VERB
easat-7124	66	11	several	several	ADJ
easat-7124	66	12	methods	method	NOUN
easat-7124	66	13	for	for	ADP
easat-7124	66	14	finding	find	VERB
easat-7124	66	15	similar	similar	ADJ
easat-7124	66	16	users	user	NOUN
easat-7124	66	17	or	or	CCONJ
easat-7124	66	18	items	item	NOUN
easat-7124	66	19	,	,	PUNCT
easat-7124	66	20	and	and	CCONJ
easat-7124	66	21	also	also	ADV
easat-7124	66	22	multiple	multiple	ADJ
easat-7124	66	23	methods	method	NOUN
easat-7124	66	24	to	to	PART
easat-7124	66	25	calculate	calculate	VERB
easat-7124	66	26	ratings	rating	NOUN
easat-7124	66	27	based	base	VERB
easat-7124	66	28	on	on	ADP
easat-7124	66	29	ratings	rating	NOUN
easat-7124	66	30	of	of	ADP
easat-7124	66	31	similar	similar	ADJ
easat-7124	66	32	users	user	NOUN
easat-7124	66	33	.	.	PUNCT
easat-7124	67	1	you	you	PRON
easat-7124	67	2	might	might	AUX
easat-7124	67	3	end	end	VERB
easat-7124	67	4	up	up	ADP
easat-7124	67	5	with	with	ADP
easat-7124	67	6	a	a	DET
easat-7124	67	7	collaborative	collaborative	ADJ
easat-7124	67	8	filtering	filtering	NOUN
easat-7124	67	9	technique	technique	NOUN
easat-7124	67	10	based	base	VERB
easat-7124	67	11	on	on	ADP
easat-7124	67	12	your	your	PRON
easat-7124	67	13	choices	choice	NOUN
easat-7124	67	14	.	.	PUNCT
easat-7124	68	1	collaborative	collaborative	ADJ
easat-7124	68	2	filtering	filtering	NOUN
easat-7124	68	3	refers	refer	VERB
easat-7124	68	4	to	to	ADP
easat-7124	68	5	the	the	DET
easat-7124	68	6	set	set	NOUN
easat-7124	68	7	of	of	ADP
easat-7124	68	8	algorithms	algorithm	NOUN
easat-7124	68	9	that	that	PRON
easat-7124	68	10	include	include	VERB
easat-7124	68	11	multiple	multiple	ADJ
easat-7124	68	12	methods	method	NOUN
easat-7124	68	13	for	for	ADP
easat-7124	68	14	finding	find	VERB
easat-7124	68	15	similar	similar	ADJ
easat-7124	68	16	users	user	NOUN
easat-7124	68	17	or	or	CCONJ
easat-7124	68	18	items	item	NOUN
easat-7124	68	19	,	,	PUNCT
easat-7124	68	20	and	and	CCONJ
easat-7124	68	21	multiple	multiple	ADJ
easat-7124	68	22	methods	method	NOUN
easat-7124	68	23	to	to	ADP
easat-7124	68	24	1206	1206	NUM
easat-7124	68	25	edelweiss	edelweiss	PROPN
easat-7124	68	26	applied	apply	VERB
easat-7124	68	27	science	science	NOUN
easat-7124	68	28	and	and	CCONJ
easat-7124	68	29	technology	technology	NOUN
easat-7124	68	30	issn	issn	PROPN
easat-7124	68	31	:	:	PUNCT
easat-7124	68	32	2576	2576	NUM
easat-7124	68	33	-	-	SYM
easat-7124	68	34	8484	8484	NUM
easat-7124	68	35	vol	vol	NOUN
easat-7124	68	36	.	.	PROPN
easat-7124	69	1	9	9	NUM
easat-7124	69	2	,	,	PUNCT
easat-7124	69	3	no	no	INTJ
easat-7124	69	4	.	.	NOUN
easat-7124	69	5	5	5	NUM
easat-7124	69	6	:	:	SYM
easat-7124	69	7	1204	1204	NUM
easat-7124	69	8	-	-	SYM
easat-7124	69	9	1220	1220	NUM
easat-7124	69	10	,	,	PUNCT
easat-7124	69	11	2025	2025	NUM
easat-7124	69	12	doi	doi	NOUN
easat-7124	69	13	:	:	PUNCT
easat-7124	69	14	10.55214/25768484.v9i5.7124	10.55214/25768484.v9i5.7124	PROPN
easat-7124	69	15	©	©	PROPN
easat-7124	69	16	2025	2025	NUM
easat-7124	69	17	by	by	ADP
easat-7124	69	18	the	the	DET
easat-7124	69	19	authors	author	NOUN
easat-7124	69	20	;	;	PUNCT
easat-7124	69	21	licensee	licensee	PROPN
easat-7124	69	22	learning	learning	NOUN
easat-7124	69	23	gate	gate	NOUN
easat-7124	69	24	calculate	calculate	NOUN
easat-7124	69	25	ratings	rating	NOUN
easat-7124	69	26	based	base	VERB
easat-7124	69	27	on	on	ADP
easat-7124	69	28	ratings	rating	NOUN
easat-7124	69	29	of	of	ADP
easat-7124	69	30	similar	similar	ADJ
easat-7124	69	31	users	user	NOUN
easat-7124	69	32	.	.	PUNCT
easat-7124	70	1	collaborative	collaborative	ADJ
easat-7124	70	2	filtering	filtering	NOUN
easat-7124	70	3	is	be	AUX
easat-7124	70	4	a	a	DET
easat-7124	70	5	system	system	NOUN
easat-7124	70	6	that	that	PRON
easat-7124	70	7	correlates	correlate	VERB
easat-7124	70	8	this	this	DET
easat-7124	70	9	user	user	NOUN
easat-7124	70	10	's	's	PART
easat-7124	70	11	ratings	rating	NOUN
easat-7124	70	12	to	to	ADP
easat-7124	70	13	other	other	ADJ
easat-7124	70	14	users	user	NOUN
easat-7124	70	15	and	and	CCONJ
easat-7124	70	16	finds	find	VERB
easat-7124	70	17	those	those	PRON
easat-7124	70	18	with	with	ADP
easat-7124	70	19	the	the	DET
easat-7124	70	20	most	most	ADJ
easat-7124	70	21	"	"	PUNCT
easat-7124	70	22	similar	similar	ADJ
easat-7124	70	23	"	"	PUNCT
easat-7124	70	24	tastes	taste	NOUN
easat-7124	70	25	.	.	PUNCT
easat-7124	71	1	the	the	DET
easat-7124	71	2	developed	develop	VERB
easat-7124	71	3	security	security	NOUN
easat-7124	71	4	model	model	NOUN
easat-7124	71	5	framework	framework	NOUN
easat-7124	71	6	is	be	AUX
easat-7124	71	7	implemented	implement	VERB
easat-7124	71	8	and	and	CCONJ
easat-7124	71	9	evaluated	evaluate	VERB
easat-7124	71	10	for	for	ADP
easat-7124	71	11	the	the	DET
easat-7124	71	12	authentication	authentication	NOUN
easat-7124	71	13	and	and	CCONJ
easat-7124	71	14	security	security	NOUN
easat-7124	71	15	aspects	aspect	NOUN
easat-7124	71	16	based	base	VERB
easat-7124	71	17	on	on	ADP
easat-7124	71	18	the	the	DET
easat-7124	71	19	consideration	consideration	NOUN
easat-7124	71	20	of	of	ADP
easat-7124	71	21	the	the	DET
easat-7124	71	22	decryption	decryption	NOUN
easat-7124	71	23	and	and	CCONJ
easat-7124	71	24	encryption	encryption	NOUN
easat-7124	71	25	of	of	ADP
easat-7124	71	26	the	the	DET
easat-7124	71	27	data	datum	NOUN
easat-7124	71	28	.	.	PUNCT
easat-7124	72	1	when	when	SCONJ
easat-7124	72	2	one	one	NUM
easat-7124	72	3	of	of	ADP
easat-7124	72	4	the	the	DET
easat-7124	72	5	participants	participant	NOUN
easat-7124	72	6	adds	add	VERB
easat-7124	72	7	a	a	DET
easat-7124	72	8	new	new	ADJ
easat-7124	72	9	data	datum	NOUN
easat-7124	72	10	item	item	NOUN
easat-7124	72	11	to	to	ADP
easat-7124	72	12	the	the	DET
easat-7124	72	13	blockchain	blockchain	NOUN
easat-7124	72	14	,	,	PUNCT
easat-7124	72	15	the	the	DET
easat-7124	72	16	first	first	ADJ
easat-7124	72	17	uses	use	VERB
easat-7124	72	18	the	the	DET
easat-7124	72	19	private	private	ADJ
easat-7124	72	20	key	key	NOUN
easat-7124	72	21	to	to	ADP
easat-7124	72	22	uniformly	uniformly	ADV
easat-7124	72	23	,	,	PUNCT
easat-7124	72	24	encrypt	encrypt	VERB
easat-7124	72	25	it	it	PRON
easat-7124	72	26	.	.	PUNCT
easat-7124	73	1	the	the	DET
easat-7124	73	2	operation	operation	NOUN
easat-7124	73	3	is	be	AUX
easat-7124	73	4	then	then	ADV
easat-7124	73	5	submitted	submit	VERB
easat-7124	73	6	to	to	ADP
easat-7124	73	7	the	the	DET
easat-7124	73	8	blockchain	blockchain	NOUN
easat-7124	73	9	with	with	ADP
easat-7124	73	10	encrypted	encrypt	VERB
easat-7124	73	11	data	datum	NOUN
easat-7124	73	12	.	.	PUNCT
easat-7124	74	1	the	the	DET
easat-7124	74	2	paper	paper	NOUN
easat-7124	74	3	is	be	AUX
easat-7124	74	4	organized	organize	VERB
easat-7124	74	5	as	as	SCONJ
easat-7124	74	6	follows	follow	VERB
easat-7124	74	7	:	:	PUNCT
easat-7124	74	8	the	the	DET
easat-7124	74	9	review	review	NOUN
easat-7124	74	10	of	of	ADP
easat-7124	74	11	blockchain	blockchain	PROPN
easat-7124	74	12	technology	technology	PROPN
easat-7124	74	13	in	in	ADP
easat-7124	74	14	the	the	DET
easat-7124	74	15	banks	bank	NOUN
easat-7124	74	16	is	be	AUX
easat-7124	74	17	presented	present	VERB
easat-7124	74	18	in	in	ADP
easat-7124	74	19	section	section	NOUN
easat-7124	74	20	2	2	NUM
easat-7124	74	21	.	.	PUNCT
easat-7124	75	1	in	in	ADP
easat-7124	75	2	section	section	NOUN
easat-7124	75	3	3	3	NUM
easat-7124	75	4	developed	develop	VERB
easat-7124	75	5	secure	secure	ADJ
easat-7124	75	6	framework	framework	NOUN
easat-7124	75	7	model	model	NOUN
easat-7124	75	8	for	for	ADP
easat-7124	75	9	blockchain	blockchain	PROPN
easat-7124	75	10	technology	technology	PROPN
easat-7124	75	11	in	in	ADP
easat-7124	75	12	the	the	DET
easat-7124	75	13	banks	bank	NOUN
easat-7124	75	14	is	be	AUX
easat-7124	75	15	presented	present	VERB
easat-7124	75	16	based	base	VERB
easat-7124	75	17	on	on	ADP
easat-7124	75	18	the	the	DET
easat-7124	75	19	characteristics	characteristic	NOUN
easat-7124	75	20	of	of	ADP
easat-7124	75	21	banks	bank	NOUN
easat-7124	75	22	and	and	CCONJ
easat-7124	75	23	customers	customer	NOUN
easat-7124	75	24	.	.	PUNCT
easat-7124	76	1	section	section	NOUN
easat-7124	76	2	4	4	NUM
easat-7124	76	3	provides	provide	VERB
easat-7124	76	4	the	the	DET
easat-7124	76	5	experimental	experimental	ADJ
easat-7124	76	6	evaluation	evaluation	NOUN
easat-7124	76	7	of	of	ADP
easat-7124	76	8	the	the	DET
easat-7124	76	9	developed	develop	VERB
easat-7124	76	10	security	security	NOUN
easat-7124	76	11	model	model	NOUN
easat-7124	76	12	,	,	PUNCT
easat-7124	76	13	followed	follow	VERB
easat-7124	76	14	by	by	ADP
easat-7124	76	15	an	an	DET
easat-7124	76	16	overall	overall	ADJ
easat-7124	76	17	conclusion	conclusion	NOUN
easat-7124	76	18	in	in	ADP
easat-7124	76	19	section	section	NOUN
easat-7124	76	20	5	5	NUM
easat-7124	76	21	.	.	SYM
easat-7124	76	22	2	2	NUM
easat-7124	76	23	.	.	NUM
easat-7124	76	24	related	relate	VERB
easat-7124	76	25	works	work	NOUN
easat-7124	76	26	the	the	DET
easat-7124	76	27	study	study	NOUN
easat-7124	76	28	reveals	reveal	VERB
easat-7124	76	29	that	that	SCONJ
easat-7124	76	30	non	non	ADJ
easat-7124	76	31	-	-	ADJ
easat-7124	76	32	performing	performing	ADJ
easat-7124	76	33	loans	loan	NOUN
easat-7124	76	34	(	(	PUNCT
easat-7124	76	35	npls	npls	NOUN
easat-7124	76	36	)	)	PUNCT
easat-7124	76	37	in	in	ADP
easat-7124	76	38	cyprus	cyprus	PROPN
easat-7124	76	39	are	be	AUX
easat-7124	76	40	largely	largely	ADV
easat-7124	76	41	influenced	influence	VERB
easat-7124	76	42	by	by	ADP
easat-7124	76	43	both	both	DET
easat-7124	76	44	borrower	borrower	NOUN
easat-7124	76	45	-	-	PUNCT
easat-7124	76	46	specific	specific	ADJ
easat-7124	76	47	factors	factor	NOUN
easat-7124	76	48	—	—	PUNCT
easat-7124	76	49	such	such	ADJ
easat-7124	76	50	as	as	ADP
easat-7124	76	51	age	age	NOUN
easat-7124	76	52	,	,	PUNCT
easat-7124	76	53	gender	gender	NOUN
easat-7124	76	54	,	,	PUNCT
easat-7124	76	55	education	education	NOUN
easat-7124	76	56	,	,	PUNCT
easat-7124	76	57	and	and	CCONJ
easat-7124	76	58	financial	financial	ADJ
easat-7124	76	59	standing	standing	NOUN
easat-7124	76	60	—	—	PUNCT
easat-7124	76	61	and	and	CCONJ
easat-7124	76	62	broader	broad	ADJ
easat-7124	76	63	economic	economic	ADJ
easat-7124	76	64	conditions	condition	NOUN
easat-7124	76	65	,	,	PUNCT
easat-7124	76	66	including	include	VERB
easat-7124	76	67	inflation	inflation	NOUN
easat-7124	76	68	,	,	PUNCT
easat-7124	76	69	interest	interest	NOUN
easat-7124	76	70	rates	rate	NOUN
easat-7124	76	71	,	,	PUNCT
easat-7124	76	72	and	and	CCONJ
easat-7124	76	73	unemployment	unemployment	NOUN
easat-7124	76	74	.	.	PUNCT
easat-7124	77	1	inadequate	inadequate	ADJ
easat-7124	77	2	lending	lending	NOUN
easat-7124	77	3	practices	practice	NOUN
easat-7124	77	4	and	and	CCONJ
easat-7124	77	5	insufficient	insufficient	ADJ
easat-7124	77	6	borrower	borrower	NOUN
easat-7124	77	7	evaluations	evaluation	NOUN
easat-7124	77	8	were	be	AUX
easat-7124	77	9	found	find	VERB
easat-7124	77	10	to	to	PART
easat-7124	77	11	contribute	contribute	VERB
easat-7124	77	12	to	to	ADP
easat-7124	77	13	early	early	ADJ
easat-7124	77	14	repayment	repayment	NOUN
easat-7124	77	15	difficulties	difficulty	NOUN
easat-7124	77	16	and	and	CCONJ
easat-7124	77	17	elevated	elevated	ADJ
easat-7124	77	18	credit	credit	NOUN
easat-7124	77	19	risk	risk	NOUN
easat-7124	77	20	[	[	X
easat-7124	77	21	9	9	NUM
easat-7124	77	22	]	]	PUNCT
easat-7124	77	23	.	.	PUNCT
easat-7124	78	1	the	the	DET
easat-7124	78	2	study	study	NOUN
easat-7124	78	3	shows	show	VERB
easat-7124	78	4	that	that	SCONJ
easat-7124	78	5	the	the	DET
easat-7124	78	6	proposed	propose	VERB
easat-7124	78	7	load	load	NOUN
easat-7124	78	8	-	-	PUNCT
easat-7124	78	9	adaptive	adaptive	ADJ
easat-7124	78	10	cross	cross	ADJ
easat-7124	78	11	-	-	ADJ
easat-7124	78	12	chain	chain	ADJ
easat-7124	78	13	control	control	NOUN
easat-7124	78	14	method	method	NOUN
easat-7124	78	15	significantly	significantly	ADV
easat-7124	78	16	enhances	enhance	VERB
easat-7124	78	17	the	the	DET
easat-7124	78	18	performance	performance	NOUN
easat-7124	78	19	of	of	ADP
easat-7124	78	20	blockchain	blockchain	PROPN
easat-7124	78	21	iot	iot	PROPN
easat-7124	78	22	systems	systems	PROPN
easat-7124	78	23	.	.	PUNCT
easat-7124	79	1	notable	notable	ADJ
easat-7124	79	2	improvements	improvement	NOUN
easat-7124	79	3	include	include	VERB
easat-7124	79	4	more	more	ADV
easat-7124	79	5	effective	effective	ADJ
easat-7124	79	6	load	load	NOUN
easat-7124	79	7	balancing	balancing	NOUN
easat-7124	79	8	,	,	PUNCT
easat-7124	79	9	reduced	reduce	VERB
easat-7124	79	10	communication	communication	NOUN
easat-7124	79	11	overhead	overhead	ADV
easat-7124	79	12	,	,	PUNCT
easat-7124	79	13	better	well	ADJ
easat-7124	79	14	use	use	NOUN
easat-7124	79	15	of	of	ADP
easat-7124	79	16	resources	resource	NOUN
easat-7124	79	17	,	,	PUNCT
easat-7124	79	18	lower	low	ADJ
easat-7124	79	19	transaction	transaction	NOUN
easat-7124	79	20	delays	delay	NOUN
easat-7124	79	21	,	,	PUNCT
easat-7124	79	22	and	and	CCONJ
easat-7124	79	23	increased	increase	VERB
easat-7124	79	24	energy	energy	NOUN
easat-7124	79	25	efficiency	efficiency	NOUN
easat-7124	79	26	.	.	PUNCT
easat-7124	80	1	these	these	DET
easat-7124	80	2	benefits	benefit	NOUN
easat-7124	80	3	make	make	VERB
easat-7124	80	4	the	the	DET
easat-7124	80	5	solution	solution	NOUN
easat-7124	80	6	highly	highly	ADV
easat-7124	80	7	suitable	suitable	ADJ
easat-7124	80	8	for	for	ADP
easat-7124	80	9	complex	complex	ADJ
easat-7124	80	10	,	,	PUNCT
easat-7124	80	11	high	high	ADJ
easat-7124	80	12	-	-	PUNCT
easat-7124	80	13	traffic	traffic	NOUN
easat-7124	80	14	environments	environment	NOUN
easat-7124	80	15	such	such	ADJ
easat-7124	80	16	as	as	ADP
easat-7124	80	17	ports	port	NOUN
easat-7124	80	18	[	[	X
easat-7124	80	19	10	10	NUM
easat-7124	80	20	]	]	PUNCT
easat-7124	80	21	.	.	PUNCT
easat-7124	81	1	the	the	DET
easat-7124	81	2	proposed	propose	VERB
easat-7124	81	3	framework	framework	NOUN
easat-7124	81	4	effectively	effectively	ADV
easat-7124	81	5	combines	combine	VERB
easat-7124	81	6	federated	federated	ADJ
easat-7124	81	7	learning	learning	NOUN
easat-7124	81	8	,	,	PUNCT
easat-7124	81	9	lstm	lstm	ADJ
easat-7124	81	10	auto	auto	NOUN
easat-7124	81	11	encoders	encoder	NOUN
easat-7124	81	12	,	,	PUNCT
easat-7124	81	13	and	and	CCONJ
easat-7124	81	14	cnns	cnn	NOUN
easat-7124	81	15	with	with	ADP
easat-7124	81	16	blockchain	blockchain	PROPN
easat-7124	81	17	technology	technology	PROPN
easat-7124	81	18	to	to	PART
easat-7124	81	19	improve	improve	VERB
easat-7124	81	20	transaction	transaction	NOUN
easat-7124	81	21	security	security	NOUN
easat-7124	81	22	,	,	PUNCT
easat-7124	81	23	transparency	transparency	NOUN
easat-7124	81	24	,	,	PUNCT
easat-7124	81	25	and	and	CCONJ
easat-7124	81	26	fraud	fraud	NOUN
easat-7124	81	27	detection	detection	NOUN
easat-7124	81	28	.	.	PUNCT
easat-7124	82	1	it	it	PRON
easat-7124	82	2	demonstrated	demonstrate	VERB
easat-7124	82	3	high	high	ADJ
easat-7124	82	4	accuracy	accuracy	NOUN
easat-7124	82	5	(	(	PUNCT
easat-7124	82	6	94.5	94.5	NUM
easat-7124	82	7	%	%	NOUN
easat-7124	82	8	)	)	PUNCT
easat-7124	82	9	,	,	PUNCT
easat-7124	82	10	strong	strong	ADJ
easat-7124	82	11	detection	detection	NOUN
easat-7124	82	12	performance	performance	NOUN
easat-7124	82	13	(	(	PUNCT
easat-7124	82	14	f1	f1	NOUN
easat-7124	82	15	-	-	PUNCT
easat-7124	82	16	score	score	NOUN
easat-7124	82	17	of	of	ADP
easat-7124	82	18	96.7	96.7	NUM
easat-7124	82	19	%	%	NOUN
easat-7124	82	20	)	)	PUNCT
easat-7124	82	21	,	,	PUNCT
easat-7124	82	22	and	and	CCONJ
easat-7124	82	23	faster	fast	ADJ
easat-7124	82	24	model	model	NOUN
easat-7124	82	25	validation	validation	NOUN
easat-7124	82	26	(	(	PUNCT
easat-7124	82	27	120	120	NUM
easat-7124	82	28	ms	ms	NOUN
easat-7124	82	29	)	)	PUNCT
easat-7124	82	30	,	,	PUNCT
easat-7124	82	31	while	while	SCONJ
easat-7124	82	32	ensuring	ensure	VERB
easat-7124	82	33	robust	robust	ADJ
easat-7124	82	34	data	datum	NOUN
easat-7124	82	35	privacy	privacy	NOUN
easat-7124	82	36	and	and	CCONJ
easat-7124	82	37	efficient	efficient	ADJ
easat-7124	82	38	resource	resource	NOUN
easat-7124	82	39	usage	usage	NOUN
easat-7124	82	40	compared	compare	VERB
easat-7124	82	41	to	to	ADP
easat-7124	82	42	existing	exist	VERB
easat-7124	82	43	methods	method	NOUN
easat-7124	82	44	[	[	X
easat-7124	82	45	11	11	NUM
easat-7124	82	46	]	]	PUNCT
easat-7124	82	47	.	.	PUNCT
easat-7124	83	1	this	this	DET
easat-7124	83	2	study	study	NOUN
easat-7124	83	3	introduces	introduce	VERB
easat-7124	83	4	a	a	DET
easat-7124	83	5	secure	secure	ADJ
easat-7124	83	6	e	e	NOUN
easat-7124	83	7	-	-	ADJ
easat-7124	83	8	voting	voting	ADJ
easat-7124	83	9	system	system	NOUN
easat-7124	83	10	that	that	PRON
easat-7124	83	11	combines	combine	VERB
easat-7124	83	12	aes	aes	PROPN
easat-7124	83	13	,	,	PUNCT
easat-7124	83	14	rsa	rsa	NOUN
easat-7124	83	15	encryption	encryption	NOUN
easat-7124	83	16	,	,	PUNCT
easat-7124	83	17	and	and	CCONJ
easat-7124	83	18	blockchain	blockchain	PROPN
easat-7124	83	19	technology	technology	PROPN
easat-7124	83	20	to	to	PART
easat-7124	83	21	strengthen	strengthen	VERB
easat-7124	83	22	data	data	NOUN
easat-7124	83	23	privacy	privacy	NOUN
easat-7124	83	24	,	,	PUNCT
easat-7124	83	25	accuracy	accuracy	NOUN
easat-7124	83	26	,	,	PUNCT
easat-7124	83	27	and	and	CCONJ
easat-7124	83	28	integrity	integrity	NOUN
easat-7124	83	29	in	in	ADP
easat-7124	83	30	digital	digital	ADJ
easat-7124	83	31	elections	election	NOUN
easat-7124	83	32	.	.	PUNCT
easat-7124	84	1	the	the	DET
easat-7124	84	2	system	system	NOUN
easat-7124	84	3	demonstrated	demonstrate	VERB
easat-7124	84	4	rapid	rapid	ADJ
easat-7124	84	5	encryption	encryption	NOUN
easat-7124	84	6	(	(	PUNCT
easat-7124	84	7	0.068ms	0.068m	NOUN
easat-7124	84	8	)	)	PUNCT
easat-7124	84	9	and	and	CCONJ
easat-7124	84	10	decryption	decryption	NOUN
easat-7124	84	11	(	(	PUNCT
easat-7124	84	12	0.054ms	0.054ms	PROPN
easat-7124	84	13	)	)	PUNCT
easat-7124	84	14	speeds	speed	NOUN
easat-7124	84	15	with	with	ADP
easat-7124	84	16	4096	4096	NUM
easat-7124	84	17	-	-	PUNCT
easat-7124	84	18	bit	bit	NOUN
easat-7124	84	19	keys	key	NOUN
easat-7124	84	20	,	,	PUNCT
easat-7124	84	21	surpassing	surpass	VERB
easat-7124	84	22	traditional	traditional	ADJ
easat-7124	84	23	methods	method	NOUN
easat-7124	84	24	.	.	PUNCT
easat-7124	85	1	it	it	PRON
easat-7124	85	2	effectively	effectively	ADV
easat-7124	85	3	minimizes	minimize	VERB
easat-7124	85	4	vote	vote	NOUN
easat-7124	85	5	mismatches	mismatch	NOUN
easat-7124	85	6	,	,	PUNCT
easat-7124	85	7	enhances	enhance	VERB
easat-7124	85	8	overall	overall	ADJ
easat-7124	85	9	reliability	reliability	NOUN
easat-7124	85	10	,	,	PUNCT
easat-7124	85	11	and	and	CCONJ
easat-7124	85	12	promotes	promote	VERB
easat-7124	85	13	the	the	DET
easat-7124	85	14	global	global	ADJ
easat-7124	85	15	potential	potential	NOUN
easat-7124	85	16	for	for	ADP
easat-7124	85	17	secure	secure	ADJ
easat-7124	85	18	,	,	PUNCT
easat-7124	85	19	transparent	transparent	ADJ
easat-7124	85	20	,	,	PUNCT
easat-7124	85	21	and	and	CCONJ
easat-7124	85	22	trustworthy	trustworthy	ADJ
easat-7124	85	23	digital	digital	ADJ
easat-7124	85	24	voting	voting	NOUN
easat-7124	85	25	processes	process	NOUN
easat-7124	85	26	[	[	X
easat-7124	85	27	12	12	NUM
easat-7124	85	28	]	]	PUNCT
easat-7124	85	29	.	.	PUNCT
easat-7124	86	1	the	the	DET
easat-7124	86	2	study	study	NOUN
easat-7124	86	3	introduces	introduce	VERB
easat-7124	86	4	an	an	DET
easat-7124	86	5	optimization	optimization	NOUN
easat-7124	86	6	approach	approach	NOUN
easat-7124	86	7	for	for	ADP
easat-7124	86	8	virtual	virtual	ADJ
easat-7124	86	9	power	power	NOUN
easat-7124	86	10	plants	plant	NOUN
easat-7124	86	11	(	(	PUNCT
easat-7124	86	12	vpps	vpps	NOUN
easat-7124	86	13	)	)	PUNCT
easat-7124	86	14	that	that	PRON
easat-7124	86	15	aggregate	aggregate	VERB
easat-7124	86	16	multiple	multiple	ADJ
easat-7124	86	17	microgrids	microgrid	NOUN
easat-7124	86	18	(	(	PUNCT
easat-7124	86	19	mmgs	mmgs	PROPN
easat-7124	86	20	)	)	PUNCT
easat-7124	86	21	using	use	VERB
easat-7124	86	22	blockchain	blockchain	PROPN
easat-7124	86	23	technology	technology	PROPN
easat-7124	86	24	.	.	PUNCT
easat-7124	87	1	it	it	PRON
easat-7124	87	2	implements	implement	VERB
easat-7124	87	3	a	a	DET
easat-7124	87	4	priority	priority	NOUN
easat-7124	87	5	-	-	PUNCT
easat-7124	87	6	based	base	VERB
easat-7124	87	7	auction	auction	NOUN
easat-7124	87	8	system	system	NOUN
easat-7124	87	9	and	and	CCONJ
easat-7124	87	10	a	a	DET
easat-7124	87	11	penalty	penalty	NOUN
easat-7124	87	12	for	for	ADP
easat-7124	87	13	malicious	malicious	ADJ
easat-7124	87	14	bids	bid	NOUN
easat-7124	87	15	to	to	PART
easat-7124	87	16	help	help	VERB
easat-7124	87	17	reduce	reduce	VERB
easat-7124	87	18	costs	cost	NOUN
easat-7124	87	19	and	and	CCONJ
easat-7124	87	20	prevent	prevent	VERB
easat-7124	87	21	dishonest	dishonest	ADJ
easat-7124	87	22	practices	practice	NOUN
easat-7124	87	23	.	.	PUNCT
easat-7124	88	1	additionally	additionally	ADV
easat-7124	88	2	,	,	PUNCT
easat-7124	88	3	it	it	PRON
easat-7124	88	4	ensures	ensure	VERB
easat-7124	88	5	the	the	DET
easat-7124	88	6	privacy	privacy	NOUN
easat-7124	88	7	of	of	ADP
easat-7124	88	8	transaction	transaction	NOUN
easat-7124	88	9	prices	price	NOUN
easat-7124	88	10	,	,	PUNCT
easat-7124	88	11	promoting	promote	VERB
easat-7124	88	12	fairness	fairness	NOUN
easat-7124	88	13	and	and	CCONJ
easat-7124	88	14	efficiency	efficiency	NOUN
easat-7124	88	15	in	in	ADP
easat-7124	88	16	energy	energy	NOUN
easat-7124	88	17	market	market	NOUN
easat-7124	88	18	operations	operation	NOUN
easat-7124	88	19	[	[	X
easat-7124	88	20	13	13	NUM
easat-7124	88	21	]	]	PUNCT
easat-7124	88	22	.	.	PUNCT
easat-7124	89	1	the	the	DET
easat-7124	89	2	study	study	NOUN
easat-7124	89	3	finds	find	VERB
easat-7124	89	4	that	that	SCONJ
easat-7124	89	5	integrating	integrate	VERB
easat-7124	89	6	blockchain	blockchain	NOUN
easat-7124	89	7	with	with	ADP
easat-7124	89	8	cloud	cloud	NOUN
easat-7124	89	9	technologies	technology	NOUN
easat-7124	89	10	significantly	significantly	ADV
easat-7124	89	11	enhances	enhance	VERB
easat-7124	89	12	financial	financial	ADJ
easat-7124	89	13	security	security	NOUN
easat-7124	89	14	in	in	ADP
easat-7124	89	15	national	national	ADJ
easat-7124	89	16	health	health	NOUN
easat-7124	89	17	insurance	insurance	NOUN
easat-7124	89	18	by	by	ADP
easat-7124	89	19	reducing	reduce	VERB
easat-7124	89	20	fraud	fraud	NOUN
easat-7124	89	21	,	,	PUNCT
easat-7124	89	22	improving	improve	VERB
easat-7124	89	23	data	data	NOUN
easat-7124	89	24	privacy	privacy	NOUN
easat-7124	89	25	,	,	PUNCT
easat-7124	89	26	and	and	CCONJ
easat-7124	89	27	increasing	increase	VERB
easat-7124	89	28	transparency	transparency	NOUN
easat-7124	89	29	.	.	PUNCT
easat-7124	90	1	however	however	ADV
easat-7124	90	2	,	,	PUNCT
easat-7124	90	3	successful	successful	ADJ
easat-7124	90	4	implementation	implementation	NOUN
easat-7124	90	5	requires	require	VERB
easat-7124	90	6	addressing	address	VERB
easat-7124	90	7	integration	integration	NOUN
easat-7124	90	8	challenges	challenge	NOUN
easat-7124	90	9	,	,	PUNCT
easat-7124	90	10	regulatory	regulatory	ADJ
easat-7124	90	11	compliance	compliance	NOUN
easat-7124	90	12	,	,	PUNCT
easat-7124	90	13	and	and	CCONJ
easat-7124	90	14	encouraging	encourage	VERB
easat-7124	90	15	technological	technological	ADJ
easat-7124	90	16	adoption	adoption	NOUN
easat-7124	90	17	across	across	ADP
easat-7124	90	18	existing	exist	VERB
easat-7124	90	19	healthcare	healthcare	NOUN
easat-7124	90	20	financial	financial	ADJ
easat-7124	90	21	systems	system	NOUN
easat-7124	90	22	[	[	X
easat-7124	90	23	14	14	NUM
easat-7124	90	24	]	]	PUNCT
easat-7124	90	25	.	.	PUNCT
easat-7124	91	1	the	the	DET
easat-7124	91	2	potential	potential	ADJ
easat-7124	91	3	application	application	NOUN
easat-7124	91	4	of	of	ADP
easat-7124	91	5	blockchain	blockchain	PROPN
easat-7124	91	6	technology	technology	PROPN
easat-7124	91	7	in	in	ADP
easat-7124	91	8	the	the	DET
easat-7124	91	9	banking	banking	NOUN
easat-7124	91	10	industry	industry	NOUN
easat-7124	91	11	was	be	AUX
easat-7124	91	12	explored	explore	VERB
easat-7124	91	13	by	by	ADP
easat-7124	91	14	the	the	DET
easat-7124	91	15	potential	potential	NOUN
easat-7124	91	16	of	of	ADP
easat-7124	91	17	blockchain	blockchain	PROPN
easat-7124	91	18	in	in	ADP
easat-7124	91	19	banking	banking	NOUN
easat-7124	91	20	was	be	AUX
easat-7124	91	21	explored	explore	VERB
easat-7124	91	22	by	by	ADP
easat-7124	91	23	vernekar	vernekar	PROPN
easat-7124	91	24	,	,	PUNCT
easat-7124	91	25	et	et	PROPN
easat-7124	91	26	al	al	PROPN
easat-7124	91	27	.	.	PUNCT
easat-7124	92	1	[	[	X
easat-7124	92	2	15	15	NUM
easat-7124	92	3	]	]	X
easat-7124	92	4	emphasizing	emphasize	VERB
easat-7124	92	5	enhanced	enhanced	ADJ
easat-7124	92	6	security	security	NOUN
easat-7124	92	7	,	,	PUNCT
easat-7124	92	8	transparency	transparency	NOUN
easat-7124	92	9	,	,	PUNCT
easat-7124	92	10	and	and	CCONJ
easat-7124	92	11	efficiency	efficiency	NOUN
easat-7124	92	12	.	.	PUNCT
easat-7124	93	1	fraud	fraud	NOUN
easat-7124	93	2	and	and	CCONJ
easat-7124	93	3	costs	cost	NOUN
easat-7124	93	4	are	be	AUX
easat-7124	93	5	expected	expect	VERB
easat-7124	93	6	to	to	PART
easat-7124	93	7	decline	decline	VERB
easat-7124	93	8	,	,	PUNCT
easat-7124	93	9	though	though	SCONJ
easat-7124	93	10	challenges	challenge	NOUN
easat-7124	93	11	in	in	ADP
easat-7124	93	12	regulatory	regulatory	ADJ
easat-7124	93	13	compliance	compliance	NOUN
easat-7124	93	14	and	and	CCONJ
easat-7124	93	15	technical	technical	ADJ
easat-7124	93	16	infrastructure	infrastructure	NOUN
easat-7124	93	17	remain	remain	VERB
easat-7124	93	18	.	.	PUNCT
easat-7124	94	1	nonetheless	nonetheless	ADV
easat-7124	94	2	,	,	PUNCT
easat-7124	94	3	blockchain	blockchain	PROPN
easat-7124	94	4	is	be	AUX
easat-7124	94	5	viewed	view	VERB
easat-7124	94	6	as	as	ADP
easat-7124	94	7	transformative	transformative	ADJ
easat-7124	94	8	for	for	ADP
easat-7124	94	9	traditional	traditional	ADJ
easat-7124	94	10	financial	financial	ADJ
easat-7124	94	11	systems	system	NOUN
easat-7124	94	12	despite	despite	SCONJ
easat-7124	94	13	these	these	DET
easat-7124	94	14	hurdles	hurdle	NOUN
easat-7124	94	15	.	.	PUNCT
easat-7124	95	1	the	the	DET
easat-7124	95	2	integration	integration	NOUN
easat-7124	95	3	of	of	ADP
easat-7124	95	4	mobile	mobile	ADJ
easat-7124	95	5	banking	banking	NOUN
easat-7124	95	6	,	,	PUNCT
easat-7124	95	7	digital	digital	ADJ
easat-7124	95	8	payment	payment	NOUN
easat-7124	95	9	systems	system	NOUN
easat-7124	95	10	,	,	PUNCT
easat-7124	95	11	and	and	CCONJ
easat-7124	95	12	smart	smart	ADJ
easat-7124	95	13	contracts	contract	NOUN
easat-7124	95	14	into	into	ADP
easat-7124	95	15	a	a	DET
easat-7124	95	16	blockchain	blockchain	NOUN
easat-7124	95	17	-	-	PUNCT
easat-7124	95	18	based	base	VERB
easat-7124	95	19	financial	financial	ADJ
easat-7124	95	20	system	system	NOUN
easat-7124	95	21	was	be	AUX
easat-7124	95	22	examined	examine	VERB
easat-7124	95	23	by	by	ADP
easat-7124	95	24	hasan	hasan	PROPN
easat-7124	95	25	and	and	CCONJ
easat-7124	95	26	habib	habib	PROPN
easat-7124	96	1	[	[	X
easat-7124	96	2	16	16	NUM
easat-7124	96	3	]	]	PUNCT
easat-7124	96	4	.	.	PUNCT
easat-7124	97	1	it	it	PRON
easat-7124	97	2	was	be	AUX
easat-7124	97	3	found	find	VERB
easat-7124	97	4	that	that	SCONJ
easat-7124	97	5	blockchain	blockchain	PROPN
easat-7124	97	6	enhances	enhance	VERB
easat-7124	97	7	transaction	transaction	NOUN
easat-7124	97	8	security	security	NOUN
easat-7124	97	9	,	,	PUNCT
easat-7124	97	10	efficiency	efficiency	NOUN
easat-7124	97	11	,	,	PUNCT
easat-7124	97	12	and	and	CCONJ
easat-7124	97	13	transparency	transparency	NOUN
easat-7124	97	14	while	while	SCONJ
easat-7124	97	15	reducing	reduce	VERB
easat-7124	97	16	costs	cost	NOUN
easat-7124	97	17	and	and	CCONJ
easat-7124	97	18	promoting	promote	VERB
easat-7124	97	19	financial	financial	ADJ
easat-7124	97	20	inclusion	inclusion	NOUN
easat-7124	97	21	.	.	PUNCT
easat-7124	98	1	however	however	ADV
easat-7124	98	2	,	,	PUNCT
easat-7124	98	3	regulatory	regulatory	ADJ
easat-7124	98	4	challenges	challenge	NOUN
easat-7124	98	5	and	and	CCONJ
easat-7124	98	6	limited	limited	ADJ
easat-7124	98	7	adoption	adoption	NOUN
easat-7124	98	8	were	be	AUX
easat-7124	98	9	identified	identify	VERB
easat-7124	98	10	as	as	ADP
easat-7124	98	11	barriers	barrier	NOUN
easat-7124	98	12	to	to	ADP
easat-7124	98	13	fully	fully	ADV
easat-7124	98	14	realizing	realize	VERB
easat-7124	98	15	these	these	DET
easat-7124	98	16	transformative	transformative	ADJ
easat-7124	98	17	benefits	benefit	NOUN
easat-7124	98	18	.	.	PUNCT
easat-7124	99	1	a	a	DET
easat-7124	99	2	blockchain	blockchain	NOUN
easat-7124	99	3	-	-	PUNCT
easat-7124	99	4	based	base	VERB
easat-7124	99	5	solution	solution	NOUN
easat-7124	99	6	was	be	AUX
easat-7124	99	7	developed	develop	VERB
easat-7124	99	8	to	to	PART
easat-7124	99	9	enhance	enhance	VERB
easat-7124	99	10	data	data	NOUN
easat-7124	99	11	integration	integration	NOUN
easat-7124	99	12	,	,	PUNCT
easat-7124	99	13	security	security	NOUN
easat-7124	99	14	,	,	PUNCT
easat-7124	99	15	and	and	CCONJ
easat-7124	99	16	transparency	transparency	NOUN
easat-7124	99	17	in	in	ADP
easat-7124	99	18	financial	financial	ADJ
easat-7124	99	19	institutions	institution	NOUN
easat-7124	99	20	.	.	PUNCT
easat-7124	100	1	the	the	DET
easat-7124	100	2	system	system	NOUN
easat-7124	100	3	ensures	ensure	VERB
easat-7124	100	4	tamper	tamper	NOUN
easat-7124	100	5	-	-	NOUN
easat-7124	100	6	proof	proof	ADJ
easat-7124	100	7	,	,	PUNCT
easat-7124	100	8	efficient	efficient	ADJ
easat-7124	100	9	information	information	NOUN
easat-7124	100	10	sharing	sharing	NOUN
easat-7124	100	11	,	,	PUNCT
easat-7124	100	12	reducing	reduce	VERB
easat-7124	100	13	redundancy	redundancy	NOUN
easat-7124	100	14	and	and	CCONJ
easat-7124	100	15	improving	improve	VERB
easat-7124	100	16	accuracy	accuracy	NOUN
easat-7124	100	17	.	.	PUNCT
easat-7124	101	1	despite	despite	SCONJ
easat-7124	101	2	integration	integration	NOUN
easat-7124	101	3	challenges	challenge	NOUN
easat-7124	101	4	and	and	CCONJ
easat-7124	101	5	1207	1207	NUM
easat-7124	101	6	edelweiss	edelweiss	PROPN
easat-7124	101	7	applied	apply	VERB
easat-7124	101	8	science	science	NOUN
easat-7124	101	9	and	and	CCONJ
easat-7124	101	10	technology	technology	NOUN
easat-7124	101	11	issn	issn	PROPN
easat-7124	101	12	:	:	PUNCT
easat-7124	101	13	2576	2576	NUM
easat-7124	101	14	-	-	SYM
easat-7124	101	15	8484	8484	NUM
easat-7124	101	16	vol	vol	NOUN
easat-7124	101	17	.	.	PROPN
easat-7124	102	1	9	9	NUM
easat-7124	102	2	,	,	PUNCT
easat-7124	102	3	no	no	INTJ
easat-7124	102	4	.	.	NOUN
easat-7124	102	5	5	5	NUM
easat-7124	102	6	:	:	SYM
easat-7124	102	7	1204	1204	NUM
easat-7124	102	8	-	-	SYM
easat-7124	102	9	1220	1220	NUM
easat-7124	102	10	,	,	PUNCT
easat-7124	102	11	2025	2025	NUM
easat-7124	102	12	doi	doi	NOUN
easat-7124	102	13	:	:	PUNCT
easat-7124	102	14	10.55214/25768484.v9i5.7124	10.55214/25768484.v9i5.7124	PROPN
easat-7124	102	15	©	©	PROPN
easat-7124	102	16	2025	2025	NUM
easat-7124	102	17	by	by	ADP
easat-7124	102	18	the	the	DET
easat-7124	102	19	authors	author	NOUN
easat-7124	102	20	;	;	PUNCT
easat-7124	102	21	licensee	licensee	PROPN
easat-7124	102	22	learning	learn	VERB
easat-7124	102	23	gate	gate	VERB
easat-7124	102	24	technical	technical	ADJ
easat-7124	102	25	demands	demand	NOUN
easat-7124	102	26	,	,	PUNCT
easat-7124	102	27	its	its	PRON
easat-7124	102	28	transformative	transformative	ADJ
easat-7124	102	29	potential	potential	NOUN
easat-7124	102	30	in	in	ADP
easat-7124	102	31	financial	financial	ADJ
easat-7124	102	32	information	information	NOUN
easat-7124	102	33	management	management	NOUN
easat-7124	102	34	was	be	AUX
easat-7124	102	35	highlighted	highlight	VERB
easat-7124	102	36	by	by	ADP
easat-7124	102	37	the	the	DET
easat-7124	102	38	study	study	NOUN
easat-7124	102	39	conducted	conduct	VERB
easat-7124	102	40	by	by	ADP
easat-7124	102	41	xue	xue	PROPN
easat-7124	103	1	[	[	X
easat-7124	103	2	17	17	NUM
easat-7124	103	3	]	]	PUNCT
easat-7124	103	4	.	.	PUNCT
easat-7124	104	1	this	this	DET
easat-7124	104	2	study	study	NOUN
easat-7124	104	3	presents	present	VERB
easat-7124	104	4	a	a	DET
easat-7124	104	5	blockchain	blockchain	PROPN
easat-7124	104	6	-	-	PUNCT
easat-7124	104	7	based	base	VERB
easat-7124	104	8	data	data	PROPN
easat-7124	104	9	privacy	privacy	NOUN
easat-7124	104	10	management	management	NOUN
easat-7124	104	11	framework	framework	NOUN
easat-7124	104	12	tailored	tailor	VERB
easat-7124	104	13	for	for	ADP
easat-7124	104	14	the	the	DET
easat-7124	104	15	financial	financial	ADJ
easat-7124	104	16	sector	sector	NOUN
easat-7124	104	17	,	,	PUNCT
easat-7124	104	18	particularly	particularly	ADV
easat-7124	104	19	open	open	ADJ
easat-7124	104	20	banking	banking	NOUN
easat-7124	104	21	.	.	PUNCT
easat-7124	105	1	it	it	PRON
easat-7124	105	2	introduces	introduce	VERB
easat-7124	105	3	a	a	DET
easat-7124	105	4	data	data	NOUN
easat-7124	105	5	classification	classification	NOUN
easat-7124	105	6	method	method	NOUN
easat-7124	105	7	,	,	PUNCT
easat-7124	105	8	a	a	DET
easat-7124	105	9	collaborative	collaborative	ADJ
easat-7124	105	10	filtering	filtering	NOUN
easat-7124	105	11	model	model	NOUN
easat-7124	105	12	,	,	PUNCT
easat-7124	105	13	and	and	CCONJ
easat-7124	105	14	a	a	DET
easat-7124	105	15	nudge	nudge	ADJ
easat-7124	105	16	theory	theory	NOUN
easat-7124	105	17	-	-	PUNCT
easat-7124	105	18	based	base	VERB
easat-7124	105	19	disclosure	disclosure	NOUN
easat-7124	105	20	scheme	scheme	NOUN
easat-7124	105	21	.	.	PUNCT
easat-7124	106	1	experimental	experimental	ADJ
easat-7124	106	2	results	result	NOUN
easat-7124	106	3	confirm	confirm	VERB
easat-7124	106	4	the	the	DET
easat-7124	106	5	framework	framework	NOUN
easat-7124	106	6	effectively	effectively	ADV
easat-7124	106	7	enhances	enhance	VERB
easat-7124	106	8	customer	customer	NOUN
easat-7124	106	9	data	data	PROPN
easat-7124	106	10	privacy	privacy	NOUN
easat-7124	106	11	management	management	NOUN
easat-7124	106	12	in	in	ADP
easat-7124	106	13	real	real	ADJ
easat-7124	106	14	-	-	PUNCT
easat-7124	106	15	world	world	NOUN
easat-7124	106	16	banking	banking	NOUN
easat-7124	106	17	environments	environment	NOUN
easat-7124	107	1	[	[	X
easat-7124	107	2	18	18	NUM
easat-7124	107	3	]	]	PUNCT
easat-7124	107	4	.	.	PUNCT
easat-7124	108	1	blockchain	blockchain	PROPN
easat-7124	108	2	comprises	comprise	VERB
easat-7124	108	3	the	the	DET
easat-7124	108	4	electronic	electronic	ADJ
easat-7124	108	5	scheme	scheme	NOUN
easat-7124	108	6	to	to	PART
easat-7124	108	7	withstand	withstand	VERB
easat-7124	108	8	two	two	NUM
easat-7124	108	9	issues	issue	NOUN
easat-7124	108	10	such	such	ADJ
easat-7124	108	11	as	as	ADP
easat-7124	108	12	problems	problem	NOUN
easat-7124	108	13	with	with	ADP
easat-7124	108	14	double	double	ADJ
easat-7124	108	15	payment	payment	NOUN
easat-7124	108	16	and	and	CCONJ
easat-7124	108	17	general	general	ADJ
easat-7124	108	18	problems	problem	NOUN
easat-7124	108	19	[	[	X
easat-7124	108	20	7	7	NUM
easat-7124	108	21	]	]	PUNCT
easat-7124	108	22	.	.	PUNCT
easat-7124	109	1	in	in	ADP
easat-7124	109	2	case	case	NOUN
easat-7124	109	3	of	of	ADP
easat-7124	109	4	double	double	ADJ
easat-7124	109	5	payment	payment	NOUN
easat-7124	109	6	,	,	PUNCT
easat-7124	109	7	the	the	DET
easat-7124	109	8	decentralized	decentralize	VERB
easat-7124	109	9	system	system	NOUN
easat-7124	109	10	is	be	AUX
easat-7124	109	11	eliminated	eliminate	VERB
easat-7124	109	12	from	from	ADP
easat-7124	109	13	the	the	DET
easat-7124	109	14	local	local	ADJ
easat-7124	109	15	agencies	agency	NOUN
easat-7124	109	16	that	that	PRON
easat-7124	109	17	are	be	AUX
easat-7124	109	18	engaged	engage	VERB
easat-7124	109	19	in	in	ADP
easat-7124	109	20	the	the	DET
easat-7124	109	21	verification	verification	NOUN
easat-7124	109	22	of	of	ADP
easat-7124	109	23	the	the	DET
easat-7124	109	24	nodes	node	NOUN
easat-7124	109	25	that	that	PRON
easat-7124	109	26	are	be	AUX
easat-7124	109	27	distributed	distribute	VERB
easat-7124	109	28	and	and	CCONJ
easat-7124	109	29	the	the	DET
easat-7124	109	30	mechanism	mechanism	NOUN
easat-7124	109	31	to	to	PART
easat-7124	109	32	consensus	consensus	VERB
easat-7124	109	33	for	for	ADP
easat-7124	109	34	the	the	DET
easat-7124	109	35	accomplishment	accomplishment	NOUN
easat-7124	109	36	of	of	ADP
easat-7124	109	37	the	the	DET
easat-7124	109	38	value	value	NOUN
easat-7124	109	39	transfer	transfer	NOUN
easat-7124	109	40	process	process	NOUN
easat-7124	109	41	involved	involve	VERB
easat-7124	109	42	in	in	ADP
easat-7124	109	43	the	the	DET
easat-7124	109	44	transmission	transmission	NOUN
easat-7124	109	45	of	of	ADP
easat-7124	109	46	information	information	NOUN
easat-7124	109	47	[	[	X
easat-7124	109	48	19	19	NUM
easat-7124	109	49	]	]	PUNCT
easat-7124	109	50	.	.	PUNCT
easat-7124	110	1	the	the	DET
easat-7124	110	2	key	key	ADJ
easat-7124	110	3	application	application	NOUN
easat-7124	110	4	of	of	ADP
easat-7124	110	5	blockchain	blockchain	PROPN
easat-7124	110	6	technology	technology	PROPN
easat-7124	110	7	is	be	AUX
easat-7124	110	8	a	a	DET
easat-7124	110	9	smart	smart	ADJ
easat-7124	110	10	contract	contract	NOUN
easat-7124	110	11	for	for	ADP
easat-7124	110	12	self	self	NOUN
easat-7124	110	13	-	-	PUNCT
easat-7124	110	14	execution	execution	NOUN
easat-7124	110	15	and	and	CCONJ
easat-7124	110	16	an	an	DET
easat-7124	110	17	autonomous	autonomous	ADJ
easat-7124	110	18	computing	computing	NOUN
easat-7124	110	19	scheme	scheme	NOUN
easat-7124	110	20	to	to	PART
easat-7124	110	21	facilitate	facilitate	VERB
easat-7124	110	22	the	the	DET
easat-7124	110	23	agreements	agreement	NOUN
easat-7124	110	24	and	and	CCONJ
easat-7124	110	25	performance	performance	NOUN
easat-7124	110	26	between	between	ADP
easat-7124	110	27	two	two	NUM
easat-7124	110	28	parties	party	NOUN
easat-7124	110	29	.	.	PUNCT
easat-7124	111	1	however	however	ADV
easat-7124	111	2	,	,	PUNCT
easat-7124	111	3	the	the	DET
easat-7124	111	4	application	application	NOUN
easat-7124	111	5	of	of	ADP
easat-7124	111	6	the	the	DET
easat-7124	111	7	smart	smart	ADJ
easat-7124	111	8	contract	contract	NOUN
easat-7124	111	9	is	be	AUX
easat-7124	111	10	available	available	ADJ
easat-7124	111	11	to	to	ADP
easat-7124	111	12	a	a	DET
easat-7124	111	13	large	large	ADJ
easat-7124	111	14	extent	extent	NOUN
easat-7124	111	15	to	to	PART
easat-7124	111	16	provide	provide	VERB
easat-7124	111	17	significant	significant	ADJ
easat-7124	111	18	security	security	NOUN
easat-7124	111	19	performance	performance	NOUN
easat-7124	111	20	based	base	VERB
easat-7124	111	21	on	on	ADP
easat-7124	111	22	the	the	DET
easat-7124	111	23	contract	contract	NOUN
easat-7124	111	24	law	law	NOUN
easat-7124	111	25	with	with	ADP
easat-7124	111	26	minimized	minimized	ADJ
easat-7124	111	27	transaction	transaction	NOUN
easat-7124	111	28	costs	cost	NOUN
easat-7124	111	29	for	for	ADP
easat-7124	111	30	negotiation	negotiation	NOUN
easat-7124	111	31	,	,	PUNCT
easat-7124	111	32	agreement	agreement	NOUN
easat-7124	111	33	,	,	PUNCT
easat-7124	111	34	and	and	CCONJ
easat-7124	111	35	verification	verification	NOUN
easat-7124	111	36	process	process	NOUN
easat-7124	111	37	[	[	X
easat-7124	111	38	20	20	NUM
easat-7124	111	39	]	]	PUNCT
easat-7124	111	40	.	.	PUNCT
easat-7124	112	1	blockchain	blockchain	PROPN
easat-7124	112	2	is	be	AUX
easat-7124	112	3	categorized	categorize	VERB
easat-7124	112	4	into	into	ADP
easat-7124	112	5	two	two	NUM
easat-7124	112	6	categories	category	NOUN
easat-7124	112	7	such	such	ADJ
easat-7124	112	8	as	as	ADP
easat-7124	112	9	public	public	ADJ
easat-7124	112	10	or	or	CCONJ
easat-7124	112	11	permission	permission	NOUN
easat-7124	112	12	blockchain	blockchain	NOUN
easat-7124	112	13	through	through	ADP
easat-7124	112	14	bitcoin	bitcoin	PROPN
easat-7124	112	15	and	and	CCONJ
easat-7124	112	16	blockchain	blockchain	PROPN
easat-7124	112	17	permission	permission	NOUN
easat-7124	112	18	with	with	ADP
easat-7124	112	19	hyper	hyper	ADJ
easat-7124	112	20	ledger	ledger	NOUN
easat-7124	112	21	.	.	PUNCT
easat-7124	113	1	hyper	hyper	ADJ
easat-7124	113	2	ledger	ledger	NOUN
easat-7124	113	3	is	be	AUX
easat-7124	113	4	an	an	DET
easat-7124	113	5	open	open	ADJ
easat-7124	113	6	-	-	PUNCT
easat-7124	113	7	source	source	NOUN
easat-7124	113	8	platform	platform	NOUN
easat-7124	113	9	that	that	PRON
easat-7124	113	10	enables	enable	VERB
easat-7124	113	11	the	the	DET
easat-7124	113	12	construction	construction	NOUN
easat-7124	113	13	of	of	ADP
easat-7124	113	14	distributed	distribute	VERB
easat-7124	113	15	ledgers	ledger	NOUN
easat-7124	113	16	based	base	VERB
easat-7124	113	17	on	on	ADP
easat-7124	113	18	blockchain	blockchain	PROPN
easat-7124	113	19	.	.	PUNCT
easat-7124	114	1	hyper	hyper	ADJ
easat-7124	114	2	ledger	ledger	NOUN
easat-7124	114	3	is	be	AUX
easat-7124	114	4	a	a	DET
easat-7124	114	5	group	group	NOUN
easat-7124	114	6	of	of	ADP
easat-7124	114	7	people	people	NOUN
easat-7124	114	8	who	who	PRON
easat-7124	114	9	work	work	VERB
easat-7124	114	10	together	together	ADV
easat-7124	114	11	to	to	PART
easat-7124	114	12	create	create	VERB
easat-7124	114	13	the	the	DET
easat-7124	114	14	frameworks	framework	NOUN
easat-7124	114	15	,	,	PUNCT
easat-7124	114	16	standards	standard	NOUN
easat-7124	114	17	,	,	PUNCT
easat-7124	114	18	technologies	technology	NOUN
easat-7124	114	19	,	,	PUNCT
easat-7124	114	20	and	and	CCONJ
easat-7124	114	21	libraries	library	NOUN
easat-7124	114	22	required	require	VERB
easat-7124	114	23	to	to	PART
easat-7124	114	24	build	build	VERB
easat-7124	114	25	blockchain	blockchain	NOUN
easat-7124	114	26	applications	application	NOUN
easat-7124	114	27	and	and	CCONJ
easat-7124	114	28	related	related	ADJ
easat-7124	114	29	applications	application	NOUN
easat-7124	114	30	.	.	PUNCT
easat-7124	115	1	the	the	DET
easat-7124	115	2	major	major	ADJ
easat-7124	115	3	difference	difference	NOUN
easat-7124	115	4	in	in	ADP
easat-7124	115	5	the	the	DET
easat-7124	115	6	approach	approach	NOUN
easat-7124	115	7	is	be	AUX
easat-7124	115	8	variation	variation	NOUN
easat-7124	115	9	in	in	ADP
easat-7124	115	10	the	the	DET
easat-7124	115	11	ledger	ledger	NOUN
easat-7124	115	12	security	security	NOUN
easat-7124	115	13	scheme	scheme	NOUN
easat-7124	115	14	with	with	ADP
easat-7124	115	15	a	a	DET
easat-7124	115	16	consensus	consensus	NOUN
easat-7124	115	17	algorithm	algorithm	NOUN
easat-7124	115	18	.	.	PUNCT
easat-7124	116	1	in	in	ADP
easat-7124	116	2	a	a	DET
easat-7124	116	3	permission	permission	NOUN
easat-7124	116	4	-	-	PUNCT
easat-7124	116	5	based	base	VERB
easat-7124	116	6	blockchain	blockchain	PROPN
easat-7124	116	7	scheme	scheme	NOUN
easat-7124	116	8	without	without	ADP
easat-7124	116	9	any	any	DET
easat-7124	116	10	specific	specific	ADJ
easat-7124	116	11	identity	identity	NOUN
easat-7124	116	12	,	,	PUNCT
easat-7124	116	13	anyone	anyone	PRON
easat-7124	116	14	can	can	AUX
easat-7124	116	15	able	able	VERB
easat-7124	116	16	to	to	PART
easat-7124	116	17	participate	participate	VERB
easat-7124	116	18	in	in	ADP
easat-7124	116	19	the	the	DET
easat-7124	116	20	verification	verification	NOUN
easat-7124	116	21	process	process	NOUN
easat-7124	116	22	of	of	ADP
easat-7124	116	23	the	the	DET
easat-7124	116	24	block	block	NOUN
easat-7124	116	25	with	with	ADP
easat-7124	116	26	a	a	DET
easat-7124	116	27	consensus	consensus	NOUN
easat-7124	116	28	created	create	VERB
easat-7124	116	29	[	[	X
easat-7124	116	30	21	21	NUM
easat-7124	116	31	]	]	PUNCT
easat-7124	116	32	.	.	PUNCT
easat-7124	117	1	the	the	DET
easat-7124	117	2	blockchain	blockchain	PROPN
easat-7124	117	3	-	-	PUNCT
easat-7124	117	4	based	base	VERB
easat-7124	117	5	permission	permission	NOUN
easat-7124	117	6	is	be	AUX
easat-7124	117	7	actively	actively	ADV
easat-7124	117	8	engaged	engage	VERB
easat-7124	117	9	in	in	ADP
easat-7124	117	10	cryptocurrency	cryptocurrency	NOUN
easat-7124	117	11	but	but	CCONJ
easat-7124	117	12	it	it	PRON
easat-7124	117	13	provides	provide	VERB
easat-7124	117	14	higher	high	ADJ
easat-7124	117	15	latency	latency	NOUN
easat-7124	117	16	in	in	ADP
easat-7124	117	17	the	the	DET
easat-7124	117	18	generation	generation	NOUN
easat-7124	117	19	of	of	ADP
easat-7124	117	20	the	the	DET
easat-7124	117	21	blocks	block	NOUN
easat-7124	118	1	[	[	X
easat-7124	118	2	22	22	NUM
easat-7124	118	3	]	]	PUNCT
easat-7124	118	4	.	.	PUNCT
easat-7124	119	1	in	in	ADP
easat-7124	119	2	blockchain	blockchain	PROPN
easat-7124	119	3	with	with	ADP
easat-7124	119	4	permission	permission	NOUN
easat-7124	119	5	-	-	PUNCT
easat-7124	119	6	based	base	VERB
easat-7124	119	7	contributions	contribution	NOUN
easat-7124	119	8	on	on	ADP
easat-7124	119	9	the	the	DET
easat-7124	119	10	system	system	NOUN
easat-7124	119	11	state	state	NOUN
easat-7124	119	12	consensus	consensus	NOUN
easat-7124	119	13	to	to	PART
easat-7124	119	14	offer	offer	VERB
easat-7124	119	15	,	,	PUNCT
easat-7124	119	16	secure	secure	VERB
easat-7124	119	17	interaction	interaction	NOUN
easat-7124	119	18	between	between	ADP
easat-7124	119	19	group	group	NOUN
easat-7124	119	20	entities	entity	NOUN
easat-7124	119	21	without	without	ADP
easat-7124	119	22	any	any	DET
easat-7124	119	23	trust	trust	NOUN
easat-7124	119	24	to	to	PART
easat-7124	119	25	exchange	exchange	VERB
easat-7124	119	26	business	business	NOUN
easat-7124	119	27	funds	fund	NOUN
easat-7124	119	28	,	,	PUNCT
easat-7124	119	29	goods	good	NOUN
easat-7124	119	30	,	,	PUNCT
easat-7124	119	31	or	or	CCONJ
easat-7124	119	32	information	information	NOUN
easat-7124	119	33	.	.	PUNCT
easat-7124	120	1	based	base	VERB
easat-7124	120	2	on	on	ADP
easat-7124	120	3	peer	peer	NOUN
easat-7124	120	4	identity	identity	NOUN
easat-7124	120	5	relay	relay	NOUN
easat-7124	120	6	permission	permission	NOUN
easat-7124	120	7	blockchain	blockchain	PROPN
easat-7124	120	8	uses	use	VERB
easat-7124	120	9	byzantine	byzantine	ADJ
easat-7124	120	10	-	-	PUNCT
easat-7124	120	11	fault	fault	VERB
easat-7124	120	12	tolerant	tolerant	ADJ
easat-7124	120	13	(	(	PUNCT
easat-7124	120	14	bft	bft	NOUN
easat-7124	120	15	)	)	PUNCT
easat-7124	121	1	[	[	X
easat-7124	121	2	23	23	NUM
easat-7124	121	3	]	]	PUNCT
easat-7124	121	4	raft	raft	NOUN
easat-7124	121	5	,	,	PUNCT
easat-7124	121	6	or	or	CCONJ
easat-7124	121	7	paxos	paxos	VERB
easat-7124	121	8	consensus	consensus	NOUN
easat-7124	121	9	.	.	PUNCT
easat-7124	122	1	the	the	DET
easat-7124	122	2	ability	ability	NOUN
easat-7124	122	3	of	of	ADP
easat-7124	122	4	a	a	DET
easat-7124	122	5	computer	computer	NOUN
easat-7124	122	6	network	network	NOUN
easat-7124	122	7	to	to	PART
easat-7124	122	8	continue	continue	VERB
easat-7124	122	9	operating	operate	VERB
easat-7124	122	10	even	even	ADV
easat-7124	122	11	though	though	SCONJ
easat-7124	122	12	some	some	PRON
easat-7124	122	13	of	of	ADP
easat-7124	122	14	its	its	PRON
easat-7124	122	15	nodes	node	NOUN
easat-7124	122	16	fail	fail	VERB
easat-7124	122	17	or	or	CCONJ
easat-7124	122	18	act	act	VERB
easat-7124	122	19	maliciously	maliciously	ADV
easat-7124	122	20	is	be	AUX
easat-7124	122	21	known	know	VERB
easat-7124	122	22	as	as	ADP
easat-7124	122	23	the	the	DET
easat-7124	122	24	fault	fault	NOUN
easat-7124	122	25	of	of	ADP
easat-7124	122	26	byzantine	byzantine	ADJ
easat-7124	122	27	tolerance	tolerance	NOUN
easat-7124	122	28	.	.	PUNCT
easat-7124	123	1	the	the	DET
easat-7124	123	2	term	term	NOUN
easat-7124	123	3	comes	come	VERB
easat-7124	123	4	from	from	ADP
easat-7124	123	5	the	the	DET
easat-7124	123	6	byzantium	byzantium	PROPN
easat-7124	123	7	generals	general	NOUN
easat-7124	123	8	problem	problem	NOUN
easat-7124	123	9	,	,	PUNCT
easat-7124	123	10	a	a	DET
easat-7124	123	11	hypothetical	hypothetical	ADJ
easat-7124	123	12	.	.	PUNCT
easat-7124	124	1	blockchain	blockchain	NOUN
easat-7124	124	2	-	-	PUNCT
easat-7124	124	3	based	base	VERB
easat-7124	124	4	technology	technology	NOUN
easat-7124	124	5	offers	offer	VERB
easat-7124	124	6	an	an	DET
easat-7124	124	7	effective	effective	ADJ
easat-7124	124	8	solution	solution	NOUN
easat-7124	124	9	for	for	ADP
easat-7124	124	10	multiple	multiple	ADJ
easat-7124	124	11	data	datum	NOUN
easat-7124	124	12	privacy	privacy	NOUN
easat-7124	124	13	schemes	scheme	NOUN
easat-7124	124	14	and	and	CCONJ
easat-7124	124	15	open	open	ADJ
easat-7124	124	16	banking	banking	NOUN
easat-7124	124	17	mechanisms	mechanism	NOUN
easat-7124	124	18	for	for	ADP
easat-7124	124	19	different	different	ADJ
easat-7124	124	20	application	application	NOUN
easat-7124	124	21	contexts	context	NOUN
easat-7124	124	22	[	[	X
easat-7124	124	23	24	24	NUM
easat-7124	124	24	]	]	PUNCT
easat-7124	124	25	.	.	PUNCT
easat-7124	125	1	in	in	ADP
easat-7124	125	2	general	general	ADJ
easat-7124	125	3	,	,	PUNCT
easat-7124	125	4	data	datum	NOUN
easat-7124	125	5	privacy	privacy	NOUN
easat-7124	125	6	relates	relate	VERB
easat-7124	125	7	to	to	ADP
easat-7124	125	8	a	a	DET
easat-7124	125	9	person	person	NOUN
easat-7124	125	10	's	's	PART
easat-7124	125	11	ability	ability	NOUN
easat-7124	125	12	to	to	PART
easat-7124	125	13	choose	choose	VERB
easat-7124	125	14	when	when	SCONJ
easat-7124	125	15	,	,	PUNCT
easat-7124	125	16	how	how	SCONJ
easat-7124	125	17	,	,	PUNCT
easat-7124	125	18	and	and	CCONJ
easat-7124	125	19	to	to	ADP
easat-7124	125	20	what	what	DET
easat-7124	125	21	degree	degree	NOUN
easat-7124	125	22	personal	personal	ADJ
easat-7124	125	23	information	information	NOUN
easat-7124	125	24	to	to	PART
easat-7124	125	25	is	be	AUX
easat-7124	125	26	shared	share	VERB
easat-7124	125	27	with	with	ADP
easat-7124	125	28	or	or	CCONJ
easat-7124	125	29	communicated	communicate	VERB
easat-7124	125	30	to	to	ADP
easat-7124	125	31	others	other	NOUN
easat-7124	125	32	.	.	PUNCT
easat-7124	126	1	the	the	DET
easat-7124	126	2	primary	primary	ADJ
easat-7124	126	3	application	application	NOUN
easat-7124	126	4	is	be	AUX
easat-7124	126	5	the	the	DET
easat-7124	126	6	peer	peer	NOUN
easat-7124	126	7	–	–	PUNCT
easat-7124	126	8	to	to	PART
easat-7124	126	9	peer	peer	VERB
easat-7124	126	10	transaction	transaction	NOUN
easat-7124	126	11	for	for	ADP
easat-7124	126	12	cross	cross	ADJ
easat-7124	126	13	-	-	ADJ
easat-7124	126	14	border	border	ADJ
easat-7124	126	15	payments	payment	NOUN
easat-7124	126	16	and	and	CCONJ
easat-7124	126	17	remittances	remittance	NOUN
easat-7124	126	18	in	in	ADP
easat-7124	126	19	the	the	DET
easat-7124	126	20	transactions	transaction	NOUN
easat-7124	126	21	.	.	PUNCT
easat-7124	127	1	secondly	secondly	ADV
easat-7124	127	2	,	,	PUNCT
easat-7124	127	3	the	the	DET
easat-7124	127	4	blockchain	blockchain	NOUN
easat-7124	127	5	-	-	PUNCT
easat-7124	127	6	based	base	VERB
easat-7124	127	7	approach	approach	NOUN
easat-7124	127	8	uses	use	VERB
easat-7124	127	9	reliable	reliable	ADJ
easat-7124	127	10	databases	database	NOUN
easat-7124	127	11	to	to	PART
easat-7124	127	12	provide	provide	VERB
easat-7124	127	13	information	information	NOUN
easat-7124	127	14	-	-	PUNCT
easat-7124	127	15	based	base	VERB
easat-7124	127	16	records	record	NOUN
easat-7124	127	17	with	with	ADP
easat-7124	127	18	the	the	DET
easat-7124	127	19	characteristics	characteristic	NOUN
easat-7124	127	20	of	of	ADP
easat-7124	127	21	traceability	traceability	NOUN
easat-7124	127	22	and	and	CCONJ
easat-7124	127	23	credibility	credibility	NOUN
easat-7124	127	24	in	in	ADP
easat-7124	127	25	terms	term	NOUN
easat-7124	127	26	of	of	ADP
easat-7124	127	27	anti	anti	ADJ
easat-7124	127	28	-	-	ADJ
easat-7124	127	29	money	money	ADJ
easat-7124	127	30	laundering	launder	VERB
easat-7124	127	31	information	information	NOUN
easat-7124	127	32	schemes	scheme	NOUN
easat-7124	127	33	[	[	X
easat-7124	127	34	25	25	NUM
easat-7124	127	35	]	]	PUNCT
easat-7124	127	36	.	.	PUNCT
easat-7124	128	1	thirdly	thirdly	ADV
easat-7124	128	2	,	,	PUNCT
easat-7124	128	3	the	the	DET
easat-7124	128	4	rights	right	NOUN
easat-7124	128	5	confirmation	confirmation	NOUN
easat-7124	128	6	,	,	PUNCT
easat-7124	128	7	land	land	NOUN
easat-7124	128	8	ownership	ownership	NOUN
easat-7124	128	9	,	,	PUNCT
easat-7124	128	10	contracts	contract	VERB
easat-7124	128	11	equity	equity	NOUN
easat-7124	128	12	authentication	authentication	NOUN
easat-7124	128	13	to	to	PART
easat-7124	128	14	transfer	transfer	VERB
easat-7124	128	15	and	and	CCONJ
easat-7124	128	16	verification	verification	NOUN
easat-7124	128	17	.	.	PUNCT
easat-7124	129	1	the	the	DET
easat-7124	129	2	fourth	fourth	ADJ
easat-7124	129	3	scenario	scenario	NOUN
easat-7124	129	4	with	with	ADP
easat-7124	129	5	the	the	DET
easat-7124	129	6	blockchain	blockchain	PROPN
easat-7124	129	7	is	be	AUX
easat-7124	129	8	intelligent	intelligent	ADJ
easat-7124	129	9	management	management	NOUN
easat-7124	129	10	in	in	ADP
easat-7124	129	11	the	the	DET
easat-7124	129	12	smart	smart	ADJ
easat-7124	129	13	contract	contract	NOUN
easat-7124	129	14	that	that	PRON
easat-7124	129	15	can	can	AUX
easat-7124	129	16	be	be	AUX
easat-7124	129	17	automatically	automatically	ADV
easat-7124	129	18	detected	detect	VERB
easat-7124	129	19	and	and	CCONJ
easat-7124	129	20	conditions	condition	NOUN
easat-7124	129	21	are	be	AUX
easat-7124	129	22	triggered	trigger	VERB
easat-7124	129	23	[	[	X
easat-7124	129	24	26	26	NUM
easat-7124	129	25	]	]	PUNCT
easat-7124	129	26	.	.	PUNCT
easat-7124	130	1	in	in	ADP
easat-7124	130	2	this	this	DET
easat-7124	130	3	contract	contract	NOUN
easat-7124	130	4	,	,	PUNCT
easat-7124	130	5	information	information	NOUN
easat-7124	130	6	is	be	AUX
easat-7124	130	7	automatically	automatically	ADV
easat-7124	130	8	processed	process	VERB
easat-7124	130	9	with	with	ADP
easat-7124	130	10	the	the	DET
easat-7124	130	11	automated	automate	VERB
easat-7124	130	12	payment	payment	NOUN
easat-7124	130	13	processing	processing	NOUN
easat-7124	130	14	,	,	PUNCT
easat-7124	130	15	profit	profit	NOUN
easat-7124	130	16	of	of	ADP
easat-7124	130	17	participation	participation	NOUN
easat-7124	130	18	and	and	CCONJ
easat-7124	130	19	so	so	ADV
easat-7124	130	20	on	on	ADV
easat-7124	130	21	.	.	PUNCT
easat-7124	131	1	however	however	ADV
easat-7124	131	2	,	,	PUNCT
easat-7124	131	3	blockchain	blockchain	PROPN
easat-7124	131	4	data	data	PROPN
easat-7124	131	5	facilitates	facilitate	VERB
easat-7124	131	6	access	access	NOUN
easat-7124	131	7	to	to	ADP
easat-7124	131	8	the	the	DET
easat-7124	131	9	original	original	ADJ
easat-7124	131	10	user	user	NOUN
easat-7124	131	11	to	to	PART
easat-7124	131	12	read	read	VERB
easat-7124	131	13	the	the	DET
easat-7124	131	14	data	datum	NOUN
easat-7124	131	15	and	and	CCONJ
easat-7124	131	16	other	other	ADJ
easat-7124	131	17	users	user	NOUN
easat-7124	131	18	who	who	PRON
easat-7124	131	19	need	need	VERB
easat-7124	131	20	the	the	DET
easat-7124	131	21	authorization	authorization	NOUN
easat-7124	131	22	to	to	PART
easat-7124	131	23	access	access	VERB
easat-7124	131	24	the	the	DET
easat-7124	131	25	data	datum	NOUN
easat-7124	131	26	,	,	PUNCT
easat-7124	131	27	and	and	CCONJ
easat-7124	131	28	management	management	NOUN
easat-7124	131	29	of	of	ADP
easat-7124	131	30	data	datum	NOUN
easat-7124	131	31	privacy	privacy	NOUN
easat-7124	131	32	[	[	X
easat-7124	131	33	27	27	NUM
easat-7124	131	34	]	]	PUNCT
easat-7124	131	35	.	.	PUNCT
easat-7124	132	1	the	the	DET
easat-7124	132	2	limitations	limitation	NOUN
easat-7124	132	3	associated	associate	VERB
easat-7124	132	4	with	with	ADP
easat-7124	132	5	the	the	DET
easat-7124	132	6	blockchain	blockchain	PROPN
easat-7124	132	7	authentication	authentication	NOUN
easat-7124	132	8	-	-	PUNCT
easat-7124	132	9	based	base	VERB
easat-7124	132	10	secure	secure	ADJ
easat-7124	132	11	framework	framework	NOUN
easat-7124	132	12	model	model	NOUN
easat-7124	132	13	are	be	AUX
easat-7124	132	14	listed	list	VERB
easat-7124	132	15	as	as	SCONJ
easat-7124	132	16	follows	follow	VERB
easat-7124	132	17	[	[	X
easat-7124	132	18	28	28	NUM
easat-7124	132	19	]	]	X
easat-7124	132	20	:	:	PUNCT
easat-7124	132	21	1	1	X
easat-7124	132	22	.	.	X
easat-7124	132	23	with	with	ADP
easat-7124	132	24	the	the	DET
easat-7124	132	25	technology	technology	NOUN
easat-7124	132	26	of	of	ADP
easat-7124	132	27	big	big	ADJ
easat-7124	132	28	data	datum	NOUN
easat-7124	132	29	analysis	analysis	NOUN
easat-7124	132	30	public	public	ADJ
easat-7124	132	31	keys	key	NOUN
easat-7124	132	32	can	can	AUX
easat-7124	132	33	be	be	AUX
easat-7124	132	34	easily	easily	ADV
easat-7124	132	35	located	locate	VERB
easat-7124	132	36	by	by	ADP
easat-7124	132	37	those	those	PRON
easat-7124	132	38	actively	actively	ADV
easat-7124	132	39	engaged	engage	VERB
easat-7124	132	40	in	in	ADP
easat-7124	132	41	the	the	DET
easat-7124	132	42	big	big	ADJ
easat-7124	132	43	transaction	transaction	NOUN
easat-7124	132	44	and	and	CCONJ
easat-7124	132	45	identify	identify	VERB
easat-7124	132	46	the	the	DET
easat-7124	132	47	public	public	ADJ
easat-7124	132	48	key	key	ADJ
easat-7124	132	49	owner	owner	NOUN
easat-7124	132	50	based	base	VERB
easat-7124	132	51	on	on	ADP
easat-7124	132	52	transaction	transaction	NOUN
easat-7124	132	53	time	time	NOUN
easat-7124	132	54	and	and	CCONJ
easat-7124	132	55	information	information	NOUN
easat-7124	132	56	about	about	ADP
easat-7124	132	57	banks	bank	NOUN
easat-7124	132	58	and	and	CCONJ
easat-7124	132	59	so	so	ADV
easat-7124	132	60	on	on	ADV
easat-7124	132	61	.	.	PUNCT
easat-7124	133	1	2	2	X
easat-7124	133	2	.	.	PUNCT
easat-7124	133	3	based	base	VERB
easat-7124	133	4	on	on	ADP
easat-7124	133	5	gdpr	gdpr	PROPN
easat-7124	133	6	values	value	NOUN
easat-7124	133	7	the	the	DET
easat-7124	133	8	data	datum	NOUN
easat-7124	133	9	about	about	ADP
easat-7124	133	10	companies	company	NOUN
easat-7124	133	11	’	'	PUNCT
easat-7124	133	12	data	datum	NOUN
easat-7124	133	13	need	need	VERB
easat-7124	133	14	to	to	PART
easat-7124	133	15	be	be	AUX
easat-7124	133	16	deleted	delete	VERB
easat-7124	133	17	completely	completely	ADV
easat-7124	133	18	to	to	PART
easat-7124	133	19	gather	gather	VERB
easat-7124	133	20	the	the	DET
easat-7124	133	21	requirements	requirement	NOUN
easat-7124	133	22	of	of	ADP
easat-7124	133	23	citizens	citizen	NOUN
easat-7124	133	24	to	to	PART
easat-7124	133	25	eliminate	eliminate	VERB
easat-7124	133	26	data	datum	NOUN
easat-7124	133	27	.	.	PUNCT
easat-7124	134	1	at	at	ADP
easat-7124	134	2	present	present	ADJ
easat-7124	134	3	,	,	PUNCT
easat-7124	134	4	the	the	DET
easat-7124	134	5	companies	company	NOUN
easat-7124	134	6	or	or	CCONJ
easat-7124	134	7	banks	bank	NOUN
easat-7124	134	8	that	that	PRON
easat-7124	134	9	use	use	VERB
easat-7124	134	10	blockchain	blockchain	PROPN
easat-7124	134	11	1208	1208	PROPN
easat-7124	134	12	edelweiss	edelweiss	PROPN
easat-7124	134	13	applied	apply	VERB
easat-7124	134	14	science	science	NOUN
easat-7124	134	15	and	and	CCONJ
easat-7124	134	16	technology	technology	NOUN
easat-7124	134	17	issn	issn	PROPN
easat-7124	134	18	:	:	PUNCT
easat-7124	134	19	2576	2576	NUM
easat-7124	134	20	-	-	SYM
easat-7124	134	21	8484	8484	NUM
easat-7124	134	22	vol	vol	NOUN
easat-7124	134	23	.	.	PROPN
easat-7124	135	1	9	9	NUM
easat-7124	135	2	,	,	PUNCT
easat-7124	135	3	no	no	INTJ
easat-7124	135	4	.	.	NOUN
easat-7124	135	5	5	5	NUM
easat-7124	135	6	:	:	SYM
easat-7124	135	7	1204	1204	NUM
easat-7124	135	8	-	-	SYM
easat-7124	135	9	1220	1220	NUM
easat-7124	135	10	,	,	PUNCT
easat-7124	135	11	2025	2025	NUM
easat-7124	135	12	doi	doi	NOUN
easat-7124	135	13	:	:	PUNCT
easat-7124	135	14	10.55214/25768484.v9i5.7124	10.55214/25768484.v9i5.7124	PROPN
easat-7124	135	15	©	©	PROPN
easat-7124	135	16	2025	2025	NUM
easat-7124	135	17	by	by	ADP
easat-7124	135	18	the	the	DET
easat-7124	135	19	authors	author	NOUN
easat-7124	135	20	;	;	PUNCT
easat-7124	135	21	licensee	licensee	PROPN
easat-7124	135	22	learning	learning	NOUN
easat-7124	135	23	gate	gate	PROPN
easat-7124	135	24	technology	technology	PROPN
easat-7124	135	25	information	information	NOUN
easat-7124	135	26	elimination	elimination	NOUN
easat-7124	135	27	is	be	AUX
easat-7124	135	28	based	base	VERB
easat-7124	135	29	on	on	ADP
easat-7124	135	30	consideration	consideration	NOUN
easat-7124	135	31	of	of	ADP
easat-7124	135	32	conditions	condition	NOUN
easat-7124	135	33	and	and	CCONJ
easat-7124	135	34	situation	situation	NOUN
easat-7124	135	35	without	without	ADP
easat-7124	135	36	any	any	DET
easat-7124	135	37	clear	clear	ADJ
easat-7124	135	38	rules	rule	NOUN
easat-7124	135	39	.	.	PUNCT
easat-7124	136	1	3	3	X
easat-7124	136	2	.	.	X
easat-7124	136	3	as	as	ADP
easat-7124	136	4	per	per	ADP
easat-7124	136	5	the	the	DET
easat-7124	136	6	data	data	NOUN
easat-7124	136	7	protection	protection	PROPN
easat-7124	136	8	act	act	VERB
easat-7124	136	9	the	the	DET
easat-7124	136	10	design	design	NOUN
easat-7124	136	11	of	of	ADP
easat-7124	136	12	banks	bank	NOUN
easat-7124	136	13	needs	need	VERB
easat-7124	136	14	to	to	PART
easat-7124	136	15	be	be	AUX
easat-7124	136	16	redesigned	redesign	VERB
easat-7124	136	17	with	with	ADP
easat-7124	136	18	the	the	DET
easat-7124	136	19	adoption	adoption	NOUN
easat-7124	136	20	of	of	ADP
easat-7124	136	21	collaborative	collaborative	ADJ
easat-7124	136	22	work	work	NOUN
easat-7124	136	23	between	between	ADP
easat-7124	136	24	application	application	NOUN
easat-7124	136	25	and	and	CCONJ
easat-7124	136	26	blockchain	blockchain	PROPN
easat-7124	136	27	technology	technology	NOUN
easat-7124	136	28	framework	framework	NOUN
easat-7124	136	29	.	.	PUNCT
easat-7124	137	1	also	also	ADV
easat-7124	137	2	,	,	PUNCT
easat-7124	137	3	the	the	DET
easat-7124	137	4	customers	customer	NOUN
easat-7124	137	5	of	of	ADP
easat-7124	137	6	the	the	DET
easat-7124	137	7	banks	bank	NOUN
easat-7124	137	8	need	need	VERB
easat-7124	137	9	to	to	PART
easat-7124	137	10	confirm	confirm	VERB
easat-7124	137	11	the	the	DET
easat-7124	137	12	scheme	scheme	NOUN
easat-7124	137	13	for	for	ADP
easat-7124	137	14	data	data	NOUN
easat-7124	137	15	disclosure	disclosure	NOUN
easat-7124	137	16	.	.	PUNCT
easat-7124	138	1	4	4	X
easat-7124	138	2	.	.	X
easat-7124	138	3	according	accord	VERB
easat-7124	138	4	to	to	ADP
easat-7124	138	5	the	the	DET
easat-7124	138	6	gdpr	gdpr	PROPN
easat-7124	138	7	act	act	PROPN
easat-7124	138	8	,	,	PUNCT
easat-7124	138	9	personal	personal	ADJ
easat-7124	138	10	data	datum	NOUN
easat-7124	138	11	provides	provide	VERB
easat-7124	138	12	identifiable	identifiable	ADJ
easat-7124	138	13	information	information	NOUN
easat-7124	138	14	about	about	ADP
easat-7124	138	15	living	living	NOUN
easat-7124	138	16	or	or	CCONJ
easat-7124	138	17	data	data	NOUN
easat-7124	138	18	type	type	NOUN
easat-7124	138	19	by	by	ADP
easat-7124	138	20	the	the	DET
easat-7124	138	21	customer	customer	NOUN
easat-7124	138	22	in	in	ADP
easat-7124	138	23	a	a	DET
easat-7124	138	24	different	different	ADJ
easat-7124	138	25	scenario	scenario	NOUN
easat-7124	138	26	.	.	PUNCT
easat-7124	139	1	based	base	VERB
easat-7124	139	2	on	on	ADP
easat-7124	139	3	that	that	PRON
easat-7124	139	4	customers	customer	NOUN
easat-7124	139	5	can	can	AUX
easat-7124	139	6	activate	activate	VERB
easat-7124	139	7	or	or	CCONJ
easat-7124	139	8	close	close	VERB
easat-7124	139	9	one	one	NUM
easat-7124	139	10	personal	personal	ADJ
easat-7124	139	11	account	account	NOUN
easat-7124	139	12	with	with	ADP
easat-7124	139	13	the	the	DET
easat-7124	139	14	elimination	elimination	NOUN
easat-7124	139	15	of	of	ADP
easat-7124	139	16	all	all	DET
easat-7124	139	17	relevant	relevant	ADJ
easat-7124	139	18	data	data	NOUN
easat-7124	139	19	copies	copy	NOUN
easat-7124	139	20	with	with	ADP
easat-7124	139	21	the	the	DET
easat-7124	139	22	sharing	sharing	NOUN
easat-7124	139	23	of	of	ADP
easat-7124	139	24	a	a	DET
easat-7124	139	25	complete	complete	ADJ
easat-7124	139	26	banking	banking	NOUN
easat-7124	139	27	scenario	scenario	NOUN
easat-7124	139	28	.	.	PUNCT
easat-7124	140	1	with	with	ADP
easat-7124	140	2	data	datum	NOUN
easat-7124	140	3	strategy	strategy	NOUN
easat-7124	140	4	management	management	NOUN
easat-7124	140	5	and	and	CCONJ
easat-7124	140	6	privacy	privacy	NOUN
easat-7124	140	7	schemes	scheme	NOUN
easat-7124	140	8	,	,	PUNCT
easat-7124	140	9	different	different	ADJ
easat-7124	140	10	banks	bank	NOUN
easat-7124	140	11	are	be	AUX
easat-7124	140	12	provided	provide	VERB
easat-7124	140	13	with	with	ADP
easat-7124	140	14	the	the	DET
easat-7124	140	15	smart	smart	ADJ
easat-7124	140	16	ledger	ledger	NOUN
easat-7124	140	17	.	.	PUNCT
easat-7124	141	1	mutual	mutual	ADJ
easat-7124	141	2	distributed	distribute	VERB
easat-7124	141	3	ledgers	ledger	NOUN
easat-7124	141	4	are	be	AUX
easat-7124	141	5	also	also	ADV
easat-7124	141	6	known	know	VERB
easat-7124	141	7	as	as	ADP
easat-7124	141	8	smart	smart	ADJ
easat-7124	141	9	ledgers	ledger	NOUN
easat-7124	141	10	,	,	PUNCT
easat-7124	141	11	which	which	PRON
easat-7124	141	12	are	be	AUX
easat-7124	141	13	multi	multi	ADJ
easat-7124	141	14	-	-	ADJ
easat-7124	141	15	organizational	organizational	ADJ
easat-7124	141	16	systems	system	NOUN
easat-7124	141	17	with	with	ADP
easat-7124	141	18	a	a	DET
easat-7124	141	19	robust	robust	ADJ
easat-7124	141	20	independent	independent	ADJ
easat-7124	141	21	audit	audit	NOUN
easat-7124	141	22	that	that	PRON
easat-7124	141	23	are	be	AUX
easat-7124	141	24	paired	pair	VERB
easat-7124	141	25	with	with	ADP
easat-7124	141	26	process	process	NOUN
easat-7124	141	27	characteristics	characteristic	NOUN
easat-7124	141	28	and	and	CCONJ
easat-7124	141	29	sensors	sensor	NOUN
easat-7124	141	30	to	to	PART
easat-7124	141	31	form	form	VERB
easat-7124	141	32	smart	smart	ADJ
easat-7124	141	33	ledgers	ledger	NOUN
easat-7124	141	34	.	.	PUNCT
easat-7124	142	1	people	people	NOUN
easat-7124	142	2	and	and	CCONJ
easat-7124	142	3	organizations	organization	NOUN
easat-7124	142	4	are	be	AUX
easat-7124	142	5	using	use	VERB
easat-7124	142	6	smart	smart	ADJ
easat-7124	142	7	ledgers	ledger	NOUN
easat-7124	142	8	to	to	PART
easat-7124	142	9	manage	manage	VERB
easat-7124	142	10	their	their	PRON
easat-7124	142	11	identity	identity	NOUN
easat-7124	142	12	,	,	PUNCT
easat-7124	142	13	payments	payment	NOUN
easat-7124	142	14	,	,	PUNCT
easat-7124	142	15	obligations	obligation	NOUN
easat-7124	142	16	,	,	PUNCT
easat-7124	142	17	and	and	CCONJ
easat-7124	142	18	agreements	agreement	NOUN
easat-7124	142	19	.	.	PUNCT
easat-7124	143	1	a	a	DET
easat-7124	143	2	blockchain	blockchain	PROPN
easat-7124	143	3	is	be	AUX
easat-7124	143	4	used	use	VERB
easat-7124	143	5	to	to	PART
easat-7124	143	6	store	store	VERB
easat-7124	143	7	immutable	immutable	ADJ
easat-7124	143	8	,	,	PUNCT
easat-7124	143	9	sequenced	sequence	VERB
easat-7124	143	10	records	record	NOUN
easat-7124	143	11	in	in	ADP
easat-7124	143	12	the	the	DET
easat-7124	143	13	block	block	NOUN
easat-7124	143	14	,	,	PUNCT
easat-7124	143	15	as	as	ADV
easat-7124	143	16	well	well	ADV
easat-7124	143	17	as	as	ADP
easat-7124	143	18	a	a	DET
easat-7124	143	19	state	state	NOUN
easat-7124	143	20	database	database	NOUN
easat-7124	143	21	,	,	PUNCT
easat-7124	143	22	is	be	AUX
easat-7124	143	23	used	use	VERB
easat-7124	143	24	to	to	PART
easat-7124	143	25	maintain	maintain	VERB
easat-7124	143	26	track	track	NOUN
easat-7124	143	27	of	of	ADP
easat-7124	143	28	the	the	DET
easat-7124	143	29	current	current	ADJ
easat-7124	143	30	state	state	NOUN
easat-7124	144	1	[	[	X
easat-7124	144	2	29	29	NUM
easat-7124	144	3	]	]	PUNCT
easat-7124	144	4	.	.	PUNCT
easat-7124	145	1	3	3	X
easat-7124	145	2	.	.	X
easat-7124	145	3	data	datum	NOUN
easat-7124	145	4	security	security	NOUN
easat-7124	145	5	management	management	NOUN
easat-7124	145	6	framework	framework	NOUN
easat-7124	145	7	model	model	NOUN
easat-7124	145	8	for	for	ADP
easat-7124	145	9	banks	bank	NOUN
easat-7124	145	10	with	with	ADP
easat-7124	145	11	blockchain	blockchain	PROPN
easat-7124	145	12	technology	technology	PROPN
easat-7124	145	13	the	the	DET
easat-7124	145	14	developed	develop	VERB
easat-7124	145	15	model	model	NOUN
easat-7124	145	16	uses	use	VERB
easat-7124	145	17	the	the	DET
easat-7124	145	18	homomorphic	homomorphic	ADJ
easat-7124	145	19	security	security	NOUN
easat-7124	145	20	model	model	NOUN
easat-7124	145	21	framework	framework	NOUN
easat-7124	145	22	with	with	ADP
easat-7124	145	23	the	the	DET
easat-7124	145	24	nudge	nudge	ADJ
easat-7124	145	25	model	model	NOUN
easat-7124	145	26	for	for	ADP
easat-7124	145	27	a	a	DET
easat-7124	145	28	technical	technical	ADJ
easat-7124	145	29	prototype	prototype	NOUN
easat-7124	145	30	of	of	ADP
easat-7124	145	31	data	datum	NOUN
easat-7124	145	32	management	management	NOUN
easat-7124	145	33	.	.	PUNCT
easat-7124	146	1	the	the	DET
easat-7124	146	2	conversion	conversion	NOUN
easat-7124	146	3	of	of	ADP
easat-7124	146	4	data	datum	NOUN
easat-7124	146	5	to	to	ADP
easat-7124	146	6	a	a	DET
easat-7124	146	7	cipher	cipher	ADJ
easat-7124	146	8	text	text	NOUN
easat-7124	146	9	that	that	PRON
easat-7124	146	10	can	can	AUX
easat-7124	146	11	be	be	AUX
easat-7124	146	12	analyzed	analyze	VERB
easat-7124	146	13	and	and	CCONJ
easat-7124	146	14	worked	work	VERB
easat-7124	146	15	upon	upon	SCONJ
easat-7124	146	16	as	as	SCONJ
easat-7124	146	17	if	if	SCONJ
easat-7124	146	18	it	it	PRON
easat-7124	146	19	were	be	AUX
easat-7124	146	20	that	that	PRON
easat-7124	146	21	is	be	AUX
easat-7124	146	22	still	still	ADV
easat-7124	146	23	in	in	ADP
easat-7124	146	24	the	the	DET
easat-7124	146	25	original	original	ADJ
easat-7124	146	26	form	form	NOUN
easat-7124	146	27	is	be	AUX
easat-7124	146	28	known	know	VERB
easat-7124	146	29	as	as	ADP
easat-7124	146	30	homomorphic	homomorphic	ADJ
easat-7124	146	31	encryption	encryption	NOUN
easat-7124	146	32	.	.	PUNCT
easat-7124	147	1	complicated	complicated	ADJ
easat-7124	147	2	mathematical	mathematical	ADJ
easat-7124	147	3	operations	operation	NOUN
easat-7124	147	4	can	can	AUX
easat-7124	147	5	be	be	AUX
easat-7124	147	6	performed	perform	VERB
easat-7124	147	7	on	on	ADP
easat-7124	147	8	encrypted	encrypt	VERB
easat-7124	147	9	files	file	NOUN
easat-7124	147	10	without	without	ADP
easat-7124	147	11	breaking	break	VERB
easat-7124	147	12	the	the	DET
easat-7124	147	13	protection	protection	NOUN
easat-7124	147	14	using	use	VERB
easat-7124	147	15	elliptic	elliptic	ADJ
easat-7124	147	16	curve	curve	NOUN
easat-7124	147	17	encryptions	encryption	NOUN
easat-7124	147	18	.	.	PUNCT
easat-7124	148	1	the	the	DET
easat-7124	148	2	technique	technique	NOUN
easat-7124	148	3	of	of	ADP
easat-7124	148	4	converting	convert	VERB
easat-7124	148	5	plain	plain	ADJ
easat-7124	148	6	text	text	NOUN
easat-7124	148	7	data	datum	NOUN
easat-7124	148	8	into	into	ADP
easat-7124	148	9	something	something	PRON
easat-7124	148	10	that	that	PRON
easat-7124	148	11	appears	appear	VERB
easat-7124	148	12	random	random	ADJ
easat-7124	148	13	and	and	CCONJ
easat-7124	148	14	pointless	pointless	ADJ
easat-7124	148	15	is	be	AUX
easat-7124	148	16	known	know	VERB
easat-7124	148	17	as	as	ADP
easat-7124	148	18	encryption	encryption	NOUN
easat-7124	148	19	.	.	PUNCT
easat-7124	149	1	the	the	DET
easat-7124	149	2	process	process	NOUN
easat-7124	149	3	of	of	ADP
easat-7124	149	4	converting	convert	VERB
easat-7124	149	5	cipher	cipher	ADJ
easat-7124	149	6	text	text	NOUN
easat-7124	149	7	to	to	ADP
easat-7124	149	8	plaintext	plaintext	NOUN
easat-7124	149	9	is	be	AUX
easat-7124	149	10	known	know	VERB
easat-7124	149	11	as	as	ADP
easat-7124	149	12	decryption	decryption	NOUN
easat-7124	149	13	[	[	X
easat-7124	149	14	30	30	NUM
easat-7124	149	15	]	]	SYM
easat-7124	149	16	.	.	PUNCT
easat-7124	150	1	3.1	3.1	NUM
easat-7124	150	2	.	.	PUNCT
easat-7124	150	3	characteristics	characteristic	NOUN
easat-7124	150	4	of	of	ADP
easat-7124	150	5	financial	financial	ADJ
easat-7124	150	6	data	datum	NOUN
easat-7124	150	7	the	the	DET
easat-7124	150	8	customers	customer	NOUN
easat-7124	150	9	of	of	ADP
easat-7124	150	10	banks	bank	NOUN
easat-7124	150	11	are	be	AUX
easat-7124	150	12	categorized	categorize	VERB
easat-7124	150	13	as	as	ADP
easat-7124	150	14	individual	individual	ADJ
easat-7124	150	15	and	and	CCONJ
easat-7124	150	16	cooperative	cooperative	ADJ
easat-7124	150	17	bank	bank	NOUN
easat-7124	150	18	customers	customer	NOUN
easat-7124	150	19	.	.	PUNCT
easat-7124	151	1	the	the	DET
easat-7124	151	2	bank	bank	NOUN
easat-7124	151	3	collects	collect	VERB
easat-7124	151	4	data	datum	NOUN
easat-7124	151	5	from	from	ADP
easat-7124	151	6	the	the	DET
easat-7124	151	7	customer	customer	NOUN
easat-7124	151	8	for	for	ADP
easat-7124	151	9	financial	financial	ADJ
easat-7124	151	10	business	business	NOUN
easat-7124	151	11	for	for	ADP
easat-7124	151	12	utilization	utilization	NOUN
easat-7124	151	13	of	of	ADP
easat-7124	151	14	banking	banking	NOUN
easat-7124	151	15	purposes	purpose	NOUN
easat-7124	151	16	,	,	PUNCT
easat-7124	151	17	anti	anti	ADJ
easat-7124	151	18	-	-	ADJ
easat-7124	151	19	fraud	fraud	ADJ
easat-7124	151	20	control	control	NOUN
easat-7124	151	21	,	,	PUNCT
easat-7124	151	22	and	and	CCONJ
easat-7124	151	23	recommendation	recommendation	NOUN
easat-7124	151	24	of	of	ADP
easat-7124	151	25	the	the	DET
easat-7124	151	26	products	product	NOUN
easat-7124	151	27	.	.	PUNCT
easat-7124	152	1	the	the	DET
easat-7124	152	2	customer	customer	NOUN
easat-7124	152	3	data	datum	NOUN
easat-7124	152	4	about	about	ADP
easat-7124	152	5	financial	financial	ADJ
easat-7124	152	6	data	datum	NOUN
easat-7124	152	7	reflects	reflect	VERB
easat-7124	152	8	the	the	DET
easat-7124	152	9	attributes	attribute	NOUN
easat-7124	152	10	of	of	ADP
easat-7124	152	11	the	the	DET
easat-7124	152	12	customer	customer	NOUN
easat-7124	152	13	's	's	PART
easat-7124	152	14	financial	financial	ADJ
easat-7124	152	15	performance	performance	NOUN
easat-7124	152	16	including	include	VERB
easat-7124	152	17	the	the	DET
easat-7124	152	18	transaction	transaction	NOUN
easat-7124	152	19	of	of	ADP
easat-7124	152	20	the	the	DET
easat-7124	152	21	capital	capital	NOUN
easat-7124	152	22	structure	structure	NOUN
easat-7124	152	23	and	and	CCONJ
easat-7124	152	24	portrait	portrait	NOUN
easat-7124	152	25	customer	customer	NOUN
easat-7124	152	26	information	information	NOUN
easat-7124	152	27	.	.	PUNCT
easat-7124	153	1	in	in	ADP
easat-7124	153	2	figure	figure	NOUN
easat-7124	153	3	1	1	NUM
easat-7124	153	4	the	the	DET
easat-7124	153	5	characteristics	characteristic	NOUN
easat-7124	153	6	of	of	ADP
easat-7124	153	7	the	the	DET
easat-7124	153	8	banks	bank	NOUN
easat-7124	153	9	and	and	CCONJ
easat-7124	153	10	customers	customer	NOUN
easat-7124	153	11	in	in	ADP
easat-7124	153	12	the	the	DET
easat-7124	153	13	different	different	ADJ
easat-7124	153	14	aspects	aspect	NOUN
easat-7124	153	15	are	be	AUX
easat-7124	153	16	presented	present	VERB
easat-7124	153	17	based	base	VERB
easat-7124	153	18	on	on	ADP
easat-7124	153	19	the	the	DET
easat-7124	153	20	customer	customer	NOUN
easat-7124	153	21	data	datum	NOUN
easat-7124	153	22	entity	entity	NOUN
easat-7124	153	23	.	.	PUNCT
easat-7124	154	1	1209	1209	NUM
easat-7124	154	2	edelweiss	edelweiss	PROPN
easat-7124	154	3	applied	apply	VERB
easat-7124	154	4	science	science	NOUN
easat-7124	154	5	and	and	CCONJ
easat-7124	154	6	technology	technology	NOUN
easat-7124	154	7	issn	issn	PROPN
easat-7124	154	8	:	:	PUNCT
easat-7124	154	9	2576	2576	NUM
easat-7124	154	10	-	-	SYM
easat-7124	154	11	8484	8484	NUM
easat-7124	154	12	vol	vol	NOUN
easat-7124	154	13	.	.	PROPN
easat-7124	155	1	9	9	NUM
easat-7124	155	2	,	,	PUNCT
easat-7124	155	3	no	no	INTJ
easat-7124	155	4	.	.	NOUN
easat-7124	155	5	5	5	NUM
easat-7124	155	6	:	:	SYM
easat-7124	155	7	1204	1204	NUM
easat-7124	155	8	-	-	SYM
easat-7124	155	9	1220	1220	NUM
easat-7124	155	10	,	,	PUNCT
easat-7124	155	11	2025	2025	NUM
easat-7124	155	12	doi	doi	NOUN
easat-7124	155	13	:	:	PUNCT
easat-7124	155	14	10.55214/25768484.v9i5.7124	10.55214/25768484.v9i5.7124	PROPN
easat-7124	155	15	©	©	PROPN
easat-7124	155	16	2025	2025	NUM
easat-7124	155	17	by	by	ADP
easat-7124	155	18	the	the	DET
easat-7124	155	19	authors	author	NOUN
easat-7124	155	20	;	;	PUNCT
easat-7124	155	21	licensee	licensee	PROPN
easat-7124	155	22	learning	learning	NOUN
easat-7124	155	23	gate	gate	NOUN
easat-7124	155	24	1210	1210	NUM
easat-7124	155	25	edelweiss	edelweiss	PROPN
easat-7124	155	26	applied	apply	VERB
easat-7124	155	27	science	science	NOUN
easat-7124	155	28	and	and	CCONJ
easat-7124	155	29	technology	technology	NOUN
easat-7124	155	30	issn	issn	PROPN
easat-7124	155	31	:	:	PUNCT
easat-7124	155	32	2576	2576	NUM
easat-7124	155	33	-	-	SYM
easat-7124	155	34	8484	8484	NUM
easat-7124	155	35	vol	vol	NOUN
easat-7124	155	36	.	.	PROPN
easat-7124	156	1	9	9	NUM
easat-7124	156	2	,	,	PUNCT
easat-7124	156	3	no	no	INTJ
easat-7124	156	4	.	.	NOUN
easat-7124	156	5	5	5	NUM
easat-7124	156	6	:	:	SYM
easat-7124	156	7	1204	1204	NUM
easat-7124	156	8	-	-	SYM
easat-7124	156	9	1220	1220	NUM
easat-7124	156	10	,	,	PUNCT
easat-7124	156	11	2025	2025	NUM
easat-7124	156	12	doi	doi	NOUN
easat-7124	156	13	:	:	PUNCT
easat-7124	156	14	10.55214/25768484.v9i5.7124	10.55214/25768484.v9i5.7124	PROPN
easat-7124	156	15	©	©	PROPN
easat-7124	156	16	2025	2025	NUM
easat-7124	156	17	by	by	ADP
easat-7124	156	18	the	the	DET
easat-7124	156	19	authors	author	NOUN
easat-7124	156	20	;	;	PUNCT
easat-7124	156	21	licensee	licensee	PROPN
easat-7124	156	22	learning	learn	VERB
easat-7124	156	23	gate	gate	NOUN
easat-7124	156	24	figure	figure	NOUN
easat-7124	156	25	1	1	NUM
easat-7124	156	26	.	.	PUNCT
easat-7124	156	27	entry	entry	NOUN
easat-7124	156	28	point	point	NOUN
easat-7124	156	29	to	to	ADP
easat-7124	156	30	customer	customer	NOUN
easat-7124	156	31	.	.	PUNCT
easat-7124	157	1	the	the	DET
easat-7124	157	2	data	data	PROPN
easat-7124	157	3	privacy	privacy	NOUN
easat-7124	157	4	of	of	ADP
easat-7124	157	5	the	the	DET
easat-7124	157	6	financial	financial	ADJ
easat-7124	157	7	data	datum	NOUN
easat-7124	157	8	needs	need	VERB
easat-7124	157	9	to	to	PART
easat-7124	157	10	be	be	AUX
easat-7124	157	11	provided	provide	VERB
easat-7124	157	12	with	with	ADP
easat-7124	157	13	appropriate	appropriate	ADJ
easat-7124	157	14	priority	priority	NOUN
easat-7124	157	15	including	include	VERB
easat-7124	157	16	the	the	DET
easat-7124	157	17	identity	identity	NOUN
easat-7124	157	18	of	of	ADP
easat-7124	157	19	the	the	DET
easat-7124	157	20	customers	customer	NOUN
easat-7124	157	21	,	,	PUNCT
easat-7124	157	22	network	network	NOUN
easat-7124	157	23	data	datum	NOUN
easat-7124	157	24	,	,	PUNCT
easat-7124	157	25	biometric	biometric	ADJ
easat-7124	157	26	data	datum	NOUN
easat-7124	157	27	,	,	PUNCT
easat-7124	157	28	and	and	CCONJ
easat-7124	157	29	ethnic	ethnic	ADJ
easat-7124	157	30	data	datum	NOUN
easat-7124	157	31	.	.	PUNCT
easat-7124	158	1	the	the	DET
easat-7124	158	2	basic	basic	ADJ
easat-7124	158	3	information	information	NOUN
easat-7124	158	4	is	be	AUX
easat-7124	158	5	i	i	PROPN
easat-7124	158	6	d	d	NOUN
easat-7124	158	7	number	number	NOUN
easat-7124	158	8	,	,	PUNCT
easat-7124	158	9	address	address	NOUN
easat-7124	158	10	,	,	PUNCT
easat-7124	158	11	name	name	NOUN
easat-7124	158	12	,	,	PUNCT
easat-7124	158	13	and	and	CCONJ
easat-7124	158	14	so	so	ADV
easat-7124	158	15	on	on	ADV
easat-7124	158	16	.	.	PUNCT
easat-7124	159	1	the	the	DET
easat-7124	159	2	network	network	NOUN
easat-7124	159	3	data	datum	NOUN
easat-7124	159	4	are	be	AUX
easat-7124	159	5	ip	ip	DET
easat-7124	159	6	address	address	NOUN
easat-7124	159	7	,	,	PUNCT
easat-7124	159	8	rfid	rfid	NOUN
easat-7124	159	9	,	,	PUNCT
easat-7124	159	10	location	location	NOUN
easat-7124	159	11	,	,	PUNCT
easat-7124	159	12	and	and	CCONJ
easat-7124	159	13	data	datum	NOUN
easat-7124	159	14	cookie	cookie	NOUN
easat-7124	159	15	.	.	PUNCT
easat-7124	160	1	the	the	DET
easat-7124	160	2	rfid	rfid	NOUN
easat-7124	160	3	reader	reader	NOUN
easat-7124	160	4	is	be	AUX
easat-7124	160	5	a	a	DET
easat-7124	160	6	network	network	NOUN
easat-7124	160	7	-	-	PUNCT
easat-7124	160	8	connected	connect	VERB
easat-7124	160	9	gadget	gadget	NOUN
easat-7124	160	10	that	that	PRON
easat-7124	160	11	could	could	AUX
easat-7124	160	12	be	be	AUX
easat-7124	160	13	either	either	CCONJ
easat-7124	160	14	compact	compact	ADJ
easat-7124	160	15	or	or	CCONJ
easat-7124	160	16	repaired	repair	VERB
easat-7124	160	17	.	.	PUNCT
easat-7124	161	1	it	it	PRON
easat-7124	161	2	transmits	transmit	VERB
easat-7124	161	3	signals	signal	NOUN
easat-7124	161	4	that	that	PRON
easat-7124	161	5	trigger	trigger	VERB
easat-7124	161	6	the	the	DET
easat-7124	161	7	tag	tag	NOUN
easat-7124	161	8	through	through	ADP
easat-7124	161	9	radio	radio	NOUN
easat-7124	161	10	waves	wave	NOUN
easat-7124	161	11	.	.	PUNCT
easat-7124	162	1	whenever	whenever	SCONJ
easat-7124	162	2	the	the	DET
easat-7124	162	3	tag	tag	NOUN
easat-7124	162	4	is	be	AUX
easat-7124	162	5	turned	turn	VERB
easat-7124	162	6	on	on	ADP
easat-7124	162	7	,	,	PUNCT
easat-7124	162	8	it	it	PRON
easat-7124	162	9	emits	emit	VERB
easat-7124	162	10	a	a	DET
easat-7124	162	11	wave	wave	NOUN
easat-7124	162	12	back	back	ADV
easat-7124	162	13	to	to	ADP
easat-7124	162	14	the	the	DET
easat-7124	162	15	antenna	antenna	NOUN
easat-7124	162	16	,	,	PUNCT
easat-7124	162	17	which	which	PRON
easat-7124	162	18	is	be	AUX
easat-7124	162	19	converted	convert	VERB
easat-7124	162	20	into	into	ADP
easat-7124	162	21	data	datum	NOUN
easat-7124	162	22	.	.	PUNCT
easat-7124	163	1	the	the	DET
easat-7124	163	2	tag	tag	NOUN
easat-7124	163	3	contains	contain	VERB
easat-7124	163	4	the	the	DET
easat-7124	163	5	transponder	transponder	NOUN
easat-7124	163	6	.	.	PUNCT
easat-7124	164	1	the	the	DET
easat-7124	164	2	read	read	ADJ
easat-7124	164	3	range	range	NOUN
easat-7124	164	4	of	of	ADP
easat-7124	164	5	rfid	rfid	NOUN
easat-7124	164	6	tags	tag	NOUN
easat-7124	164	7	differs	differ	NOUN
easat-7124	164	8	determined	determine	VERB
easat-7124	164	9	by	by	ADP
easat-7124	164	10	some	some	DET
easat-7124	164	11	factors	factor	NOUN
easat-7124	164	12	,	,	PUNCT
easat-7124	164	13	including	include	VERB
easat-7124	164	14	the	the	DET
easat-7124	164	15	kind	kind	NOUN
easat-7124	164	16	of	of	ADP
easat-7124	164	17	tag	tag	NOUN
easat-7124	164	18	,	,	PUNCT
easat-7124	164	19	reader	reader	NOUN
easat-7124	164	20	,	,	PUNCT
easat-7124	164	21	rfid	rfid	ADJ
easat-7124	164	22	wavelength	wavelength	NOUN
easat-7124	164	23	,	,	PUNCT
easat-7124	164	24	and	and	CCONJ
easat-7124	164	25	disturbance	disturbance	NOUN
easat-7124	164	26	from	from	ADP
easat-7124	164	27	the	the	DET
easat-7124	164	28	environment	environment	NOUN
easat-7124	164	29	or	or	CCONJ
easat-7124	164	30	other	other	ADJ
easat-7124	164	31	rfid	rfid	NOUN
easat-7124	164	32	tags	tag	NOUN
easat-7124	164	33	and	and	CCONJ
easat-7124	164	34	readers	reader	NOUN
easat-7124	164	35	.	.	PUNCT
easat-7124	165	1	finally	finally	ADV
easat-7124	165	2	,	,	PUNCT
easat-7124	165	3	biometric	biometric	ADJ
easat-7124	165	4	data	datum	NOUN
easat-7124	165	5	are	be	AUX
easat-7124	165	6	in	in	ADP
easat-7124	165	7	the	the	DET
easat-7124	165	8	form	form	NOUN
easat-7124	165	9	of	of	ADP
easat-7124	165	10	fingerprints	fingerprint	NOUN
easat-7124	165	11	iris	iris	NOUN
easat-7124	165	12	,	,	PUNCT
easat-7124	165	13	and	and	CCONJ
easat-7124	165	14	so	so	ADV
easat-7124	165	15	on	on	ADV
easat-7124	165	16	.	.	PUNCT
easat-7124	166	1	biometric	biometric	ADJ
easat-7124	166	2	data	datum	NOUN
easat-7124	166	3	,	,	PUNCT
easat-7124	166	4	like	like	ADP
easat-7124	166	5	facial	facial	ADJ
easat-7124	166	6	images	image	NOUN
easat-7124	166	7	or	or	CCONJ
easat-7124	166	8	fingerprint	fingerprint	NOUN
easat-7124	166	9	data	datum	NOUN
easat-7124	166	10	,	,	PUNCT
easat-7124	166	11	are	be	AUX
easat-7124	166	12	personal	personal	ADJ
easat-7124	166	13	data	datum	NOUN
easat-7124	166	14	resulting	result	VERB
easat-7124	166	15	from	from	ADP
easat-7124	166	16	specific	specific	ADJ
easat-7124	166	17	technical	technical	ADJ
easat-7124	166	18	processing	processing	NOUN
easat-7124	166	19	relating	relate	VERB
easat-7124	166	20	to	to	ADP
easat-7124	166	21	the	the	DET
easat-7124	166	22	physical	physical	ADJ
easat-7124	166	23	,	,	PUNCT
easat-7124	166	24	physiologic	physiologic	ADJ
easat-7124	166	25	,	,	PUNCT
easat-7124	166	26	or	or	CCONJ
easat-7124	166	27	behavioral	behavioral	ADJ
easat-7124	166	28	features	feature	NOUN
easat-7124	166	29	of	of	ADP
easat-7124	166	30	a	a	DET
easat-7124	166	31	normal	normal	ADJ
easat-7124	166	32	individual	individual	NOUN
easat-7124	166	33	,	,	PUNCT
easat-7124	166	34	which	which	PRON
easat-7124	166	35	enables	enable	VERB
easat-7124	166	36	or	or	CCONJ
easat-7124	166	37	confirms	confirm	VERB
easat-7124	166	38	the	the	DET
easat-7124	166	39	unique	unique	ADJ
easat-7124	166	40	identifier	identifier	NOUN
easat-7124	166	41	of	of	ADP
easat-7124	166	42	that	that	DET
easat-7124	166	43	natural	natural	ADJ
easat-7124	166	44	person	person	NOUN
easat-7124	166	45	.	.	PUNCT
easat-7124	167	1	to	to	PART
easat-7124	167	2	ensure	ensure	VERB
easat-7124	167	3	compliance	compliance	NOUN
easat-7124	167	4	with	with	ADP
easat-7124	167	5	civil	civil	ADJ
easat-7124	167	6	rights	right	NOUN
easat-7124	167	7	legislation	legislation	NOUN
easat-7124	167	8	and	and	CCONJ
easat-7124	167	9	detect	detect	VERB
easat-7124	167	10	indications	indication	NOUN
easat-7124	167	11	of	of	ADP
easat-7124	167	12	bias	bias	NOUN
easat-7124	167	13	,	,	PUNCT
easat-7124	167	14	routine	routine	ADJ
easat-7124	167	15	monitoring	monitoring	NOUN
easat-7124	167	16	of	of	ADP
easat-7124	167	17	access	access	NOUN
easat-7124	167	18	,	,	PUNCT
easat-7124	167	19	use	use	NOUN
easat-7124	167	20	of	of	ADP
easat-7124	167	21	services	service	NOUN
easat-7124	167	22	,	,	PUNCT
easat-7124	167	23	and	and	CCONJ
easat-7124	167	24	key	key	ADJ
easat-7124	167	25	processes	process	NOUN
easat-7124	167	26	and	and	CCONJ
easat-7124	167	27	outcomes	outcome	NOUN
easat-7124	167	28	of	of	ADP
easat-7124	167	29	care	care	NOUN
easat-7124	167	30	by	by	ADP
easat-7124	167	31	ethnicity	ethnicity	NOUN
easat-7124	167	32	and	and	CCONJ
easat-7124	167	33	race	race	NOUN
easat-7124	167	34	is	be	AUX
easat-7124	167	35	essential	essential	ADJ
easat-7124	167	36	.	.	PUNCT
easat-7124	168	1	data	datum	NOUN
easat-7124	168	2	management	management	PROPN
easat-7124	168	3	privacy	privacy	NOUN
easat-7124	168	4	needs	need	VERB
easat-7124	168	5	to	to	PART
easat-7124	168	6	provide	provide	VERB
easat-7124	168	7	appropriate	appropriate	ADJ
easat-7124	168	8	rights	right	NOUN
easat-7124	168	9	for	for	ADP
easat-7124	168	10	the	the	DET
easat-7124	168	11	subject	subject	ADJ
easat-7124	168	12	data	datum	NOUN
easat-7124	168	13	for	for	ADP
easat-7124	168	14	processing	processing	NOUN
easat-7124	168	15	to	to	PART
easat-7124	168	16	clarify	clarify	VERB
easat-7124	168	17	the	the	DET
easat-7124	168	18	use	use	NOUN
easat-7124	168	19	of	of	ADP
easat-7124	168	20	banking	banking	NOUN
easat-7124	168	21	institutions	institution	NOUN
easat-7124	168	22	and	and	CCONJ
easat-7124	168	23	deal	deal	VERB
easat-7124	168	24	with	with	ADP
easat-7124	168	25	where	where	SCONJ
easat-7124	168	26	and	and	CCONJ
easat-7124	168	27	how	how	SCONJ
easat-7124	168	28	data	datum	NOUN
easat-7124	168	29	.	.	PUNCT
easat-7124	169	1	in	in	ADP
easat-7124	169	2	figure	figure	NOUN
easat-7124	169	3	2	2	NUM
easat-7124	169	4	data	datum	NOUN
easat-7124	169	5	privacy	privacy	NOUN
easat-7124	169	6	model	model	NOUN
easat-7124	169	7	for	for	ADP
easat-7124	169	8	blockchain	blockchain	PROPN
easat-7124	169	9	technology	technology	PROPN
easat-7124	169	10	in	in	ADP
easat-7124	169	11	banks	bank	NOUN
easat-7124	169	12	is	be	AUX
easat-7124	169	13	presented	present	VERB
easat-7124	169	14	.	.	PUNCT
easat-7124	170	1	1211	1211	NUM
easat-7124	170	2	edelweiss	edelweiss	PROPN
easat-7124	170	3	applied	apply	VERB
easat-7124	170	4	science	science	NOUN
easat-7124	170	5	and	and	CCONJ
easat-7124	170	6	technology	technology	NOUN
easat-7124	170	7	issn	issn	PROPN
easat-7124	170	8	:	:	PUNCT
easat-7124	170	9	2576	2576	NUM
easat-7124	170	10	-	-	SYM
easat-7124	170	11	8484	8484	NUM
easat-7124	170	12	vol	vol	NOUN
easat-7124	170	13	.	.	PROPN
easat-7124	171	1	9	9	NUM
easat-7124	171	2	,	,	PUNCT
easat-7124	171	3	no	no	INTJ
easat-7124	171	4	.	.	NOUN
easat-7124	171	5	5	5	NUM
easat-7124	171	6	:	:	SYM
easat-7124	171	7	1204	1204	NUM
easat-7124	171	8	-	-	SYM
easat-7124	171	9	1220	1220	NUM
easat-7124	171	10	,	,	PUNCT
easat-7124	171	11	2025	2025	NUM
easat-7124	171	12	doi	doi	NOUN
easat-7124	171	13	:	:	PUNCT
easat-7124	171	14	10.55214/25768484.v9i5.7124	10.55214/25768484.v9i5.7124	PROPN
easat-7124	171	15	©	©	PROPN
easat-7124	171	16	2025	2025	NUM
easat-7124	171	17	by	by	ADP
easat-7124	171	18	the	the	DET
easat-7124	171	19	authors	author	NOUN
easat-7124	171	20	;	;	PUNCT
easat-7124	171	21	licensee	licensee	PROPN
easat-7124	171	22	learning	learn	VERB
easat-7124	171	23	gate	gate	NOUN
easat-7124	171	24	figure	figure	NOUN
easat-7124	171	25	2	2	NUM
easat-7124	171	26	.	.	PUNCT
easat-7124	171	27	data	data	PROPN
easat-7124	171	28	privacy	privacy	PROPN
easat-7124	171	29	model	model	NOUN
easat-7124	171	30	for	for	ADP
easat-7124	171	31	blockchain	blockchain	PROPN
easat-7124	171	32	.	.	PUNCT
easat-7124	172	1	the	the	DET
easat-7124	172	2	data	data	PROPN
easat-7124	172	3	privacy	privacy	PROPN
easat-7124	172	4	management	management	NOUN
easat-7124	172	5	framework	framework	NOUN
easat-7124	172	6	model	model	NOUN
easat-7124	172	7	comprises	comprise	VERB
easat-7124	172	8	three	three	NUM
easat-7124	172	9	aspects	aspect	NOUN
easat-7124	172	10	of	of	ADP
easat-7124	172	11	the	the	DET
easat-7124	172	12	processing	processing	NOUN
easat-7124	172	13	:	:	PUNCT
easat-7124	172	14	at	at	ADP
easat-7124	172	15	first	first	ADV
easat-7124	172	16	,	,	PUNCT
easat-7124	172	17	the	the	DET
easat-7124	172	18	data	data	PROPN
easat-7124	172	19	privacy	privacy	NOUN
easat-7124	172	20	management	management	NOUN
easat-7124	172	21	was	be	AUX
easat-7124	172	22	implemented	implement	VERB
easat-7124	172	23	with	with	ADP
easat-7124	172	24	the	the	DET
easat-7124	172	25	‘	'	PUNCT
easat-7124	172	26	privacy	privacy	NOUN
easat-7124	172	27	by	by	ADP
easat-7124	172	28	design	design	NOUN
easat-7124	172	29	’	'	PUNCT
easat-7124	172	30	model	model	NOUN
easat-7124	172	31	for	for	SCONJ
easat-7124	172	32	banks	bank	NOUN
easat-7124	172	33	to	to	PART
easat-7124	172	34	access	access	VERB
easat-7124	172	35	minimal	minimal	ADJ
easat-7124	172	36	necessary	necessary	ADJ
easat-7124	172	37	data	datum	NOUN
easat-7124	172	38	for	for	ADP
easat-7124	172	39	handling	handle	VERB
easat-7124	172	40	the	the	DET
easat-7124	172	41	financial	financial	ADJ
easat-7124	172	42	data	datum	NOUN
easat-7124	172	43	for	for	ADP
easat-7124	172	44	business	business	NOUN
easat-7124	172	45	through	through	ADP
easat-7124	172	46	assessment	assessment	NOUN
easat-7124	172	47	of	of	ADP
easat-7124	172	48	personal	personal	ADJ
easat-7124	172	49	data	datum	NOUN
easat-7124	172	50	through	through	ADP
easat-7124	172	51	appropriate	appropriate	ADJ
easat-7124	172	52	personnel	personnel	NOUN
easat-7124	172	53	.	.	PUNCT
easat-7124	173	1	privacy	privacy	NOUN
easat-7124	173	2	by	by	ADP
easat-7124	173	3	design	design	NOUN
easat-7124	173	4	is	be	AUX
easat-7124	173	5	a	a	DET
easat-7124	173	6	concept	concept	NOUN
easat-7124	173	7	that	that	PRON
easat-7124	173	8	states	state	VERB
easat-7124	173	9	that	that	SCONJ
easat-7124	173	10	organizations	organization	NOUN
easat-7124	173	11	should	should	AUX
easat-7124	173	12	address	address	VERB
easat-7124	173	13	privacy	privacy	NOUN
easat-7124	173	14	concerns	concern	NOUN
easat-7124	173	15	from	from	ADP
easat-7124	173	16	the	the	DET
easat-7124	173	17	beginning	beginning	NOUN
easat-7124	173	18	when	when	SCONJ
easat-7124	173	19	designing	design	VERB
easat-7124	173	20	computational	computational	ADJ
easat-7124	173	21	practices	practice	NOUN
easat-7124	173	22	,	,	PUNCT
easat-7124	173	23	rather	rather	ADV
easat-7124	173	24	than	than	ADP
easat-7124	173	25	adding	add	VERB
easat-7124	173	26	new	new	ADJ
easat-7124	173	27	features	feature	NOUN
easat-7124	173	28	later	later	ADV
easat-7124	173	29	.	.	PUNCT
easat-7124	174	1	active	active	ADJ
easat-7124	174	2	instead	instead	ADV
easat-7124	174	3	of	of	ADP
easat-7124	174	4	reactive	reactive	ADJ
easat-7124	174	5	measures	measure	NOUN
easat-7124	174	6	characterize	characterize	VERB
easat-7124	174	7	the	the	DET
easat-7124	174	8	privacy	privacy	NOUN
easat-7124	174	9	by	by	ADP
easat-7124	174	10	design	design	PROPN
easat-7124	174	11	(	(	PUNCT
easat-7124	174	12	pbd	pbd	PROPN
easat-7124	174	13	)	)	PUNCT
easat-7124	174	14	approach	approach	NOUN
easat-7124	174	15	.	.	PUNCT
easat-7124	175	1	it	it	PRON
easat-7124	175	2	envisions	envision	VERB
easat-7124	175	3	and	and	CCONJ
easat-7124	175	4	prevents	prevent	VERB
easat-7124	175	5	violations	violation	NOUN
easat-7124	175	6	of	of	ADP
easat-7124	175	7	privacy	privacy	NOUN
easat-7124	175	8	when	when	SCONJ
easat-7124	175	9	they	they	PRON
easat-7124	175	10	occur	occur	VERB
easat-7124	175	11	.	.	PUNCT
easat-7124	176	1	it	it	PRON
easat-7124	176	2	is	be	AUX
easat-7124	176	3	necessary	necessary	ADJ
easat-7124	176	4	for	for	ADP
easat-7124	176	5	effective	effective	ADJ
easat-7124	176	6	management	management	NOUN
easat-7124	176	7	of	of	ADP
easat-7124	176	8	banking	banking	NOUN
easat-7124	176	9	data	datum	NOUN
easat-7124	176	10	for	for	ADP
easat-7124	176	11	classification	classification	NOUN
easat-7124	176	12	with	with	ADP
easat-7124	176	13	consideration	consideration	NOUN
easat-7124	176	14	of	of	ADP
easat-7124	176	15	different	different	ADJ
easat-7124	176	16	customer	customer	NOUN
easat-7124	176	17	dimensions	dimension	NOUN
easat-7124	176	18	information	information	NOUN
easat-7124	176	19	and	and	CCONJ
easat-7124	176	20	provides	provide	VERB
easat-7124	176	21	regulators	regulator	NOUN
easat-7124	176	22	of	of	ADP
easat-7124	176	23	customers	customer	NOUN
easat-7124	176	24	that	that	PRON
easat-7124	176	25	facilitate	facilitate	VERB
easat-7124	176	26	the	the	DET
easat-7124	176	27	faster	fast	ADJ
easat-7124	176	28	inquiry	inquiry	NOUN
easat-7124	176	29	and	and	CCONJ
easat-7124	176	30	monitoring	monitoring	NOUN
easat-7124	176	31	and	and	CCONJ
easat-7124	176	32	retention	retention	NOUN
easat-7124	176	33	in	in	ADP
easat-7124	176	34	the	the	DET
easat-7124	176	35	characteristics	characteristic	NOUN
easat-7124	176	36	of	of	ADP
easat-7124	176	37	the	the	DET
easat-7124	176	38	blockchain	blockchain	PROPN
easat-7124	176	39	technology	technology	PROPN
easat-7124	176	40	.	.	PUNCT
easat-7124	177	1	secondly	secondly	ADV
easat-7124	177	2	,	,	PUNCT
easat-7124	177	3	with	with	ADP
easat-7124	177	4	the	the	DET
easat-7124	177	5	implementation	implementation	NOUN
easat-7124	177	6	of	of	ADP
easat-7124	177	7	a	a	DET
easat-7124	177	8	customer	customer	NOUN
easat-7124	177	9	data	datum	NOUN
easat-7124	177	10	disclosure	disclosure	NOUN
easat-7124	177	11	scheme	scheme	NOUN
easat-7124	177	12	technologies	technology	NOUN
easat-7124	177	13	and	and	CCONJ
easat-7124	177	14	algorithms	algorithm	NOUN
easat-7124	177	15	need	need	VERB
easat-7124	177	16	to	to	PART
easat-7124	177	17	be	be	AUX
easat-7124	177	18	grouped	group	VERB
easat-7124	177	19	and	and	CCONJ
easat-7124	177	20	reduce	reduce	VERB
easat-7124	177	21	the	the	DET
easat-7124	177	22	signing	signing	NOUN
easat-7124	177	23	of	of	ADP
easat-7124	177	24	artificial	artificial	ADJ
easat-7124	177	25	contracts	contract	NOUN
easat-7124	177	26	.	.	PUNCT
easat-7124	178	1	finally	finally	ADV
easat-7124	178	2	,	,	PUNCT
easat-7124	178	3	with	with	ADP
easat-7124	178	4	the	the	DET
easat-7124	178	5	realization	realization	NOUN
easat-7124	178	6	of	of	ADP
easat-7124	178	7	the	the	DET
easat-7124	178	8	data	data	NOUN
easat-7124	178	9	dynamic	dynamic	ADJ
easat-7124	178	10	procedure	procedure	NOUN
easat-7124	178	11	blockchain	blockchain	NOUN
easat-7124	178	12	chain	chain	NOUN
easat-7124	178	13	-	-	PUNCT
easat-7124	178	14	off	off	NOUN
easat-7124	178	15	will	will	AUX
easat-7124	178	16	be	be	AUX
easat-7124	178	17	implemented	implement	VERB
easat-7124	178	18	,	,	PUNCT
easat-7124	178	19	enabling	enable	VERB
easat-7124	178	20	periodic	periodic	ADJ
easat-7124	178	21	updates	update	NOUN
easat-7124	178	22	,	,	PUNCT
easat-7124	178	23	customer	customer	NOUN
easat-7124	178	24	information	information	NOUN
easat-7124	178	25	addition	addition	NOUN
easat-7124	178	26	,	,	PUNCT
easat-7124	178	27	and	and	CCONJ
easat-7124	178	28	removal	removal	NOUN
easat-7124	178	29	.	.	PUNCT
easat-7124	179	1	the	the	DET
easat-7124	179	2	bank	bank	PROPN
easat-7124	179	3	blockchain	blockchain	PROPN
easat-7124	179	4	technology	technology	NOUN
easat-7124	179	5	framework	framework	NOUN
easat-7124	179	6	comprises	comprise	VERB
easat-7124	179	7	three	three	NUM
easat-7124	179	8	components	component	NOUN
easat-7124	179	9	such	such	ADJ
easat-7124	179	10	as	as	ADP
easat-7124	179	11	characteristics	characteristic	NOUN
easat-7124	179	12	of	of	ADP
easat-7124	179	13	financial	financial	ADJ
easat-7124	179	14	data	datum	NOUN
easat-7124	179	15	privacy	privacy	NOUN
easat-7124	179	16	through	through	ADP
easat-7124	179	17	significant	significant	ADJ
easat-7124	179	18	classification	classification	NOUN
easat-7124	179	19	methods	method	NOUN
easat-7124	179	20	,	,	PUNCT
easat-7124	179	21	construction	construction	NOUN
easat-7124	179	22	of	of	ADP
easat-7124	179	23	the	the	DET
easat-7124	179	24	collaborative	collaborative	ADJ
easat-7124	179	25	filtering	filtering	NOUN
easat-7124	179	26	model	model	NOUN
easat-7124	179	27	,	,	PUNCT
easat-7124	179	28	and	and	CCONJ
easat-7124	179	29	confirmation	confirmation	NOUN
easat-7124	179	30	of	of	ADP
easat-7124	179	31	data	datum	NOUN
easat-7124	179	32	disclosure	disclosure	NOUN
easat-7124	179	33	and	and	CCONJ
easat-7124	179	34	customer	customer	NOUN
easat-7124	179	35	strategies	strategy	NOUN
easat-7124	179	36	with	with	ADP
easat-7124	179	37	nudge	nudge	PROPN
easat-7124	179	38	theory	theory	NOUN
easat-7124	179	39	.	.	PUNCT
easat-7124	180	1	nudge	nudge	VERB
easat-7124	180	2	’s	’s	PART
easat-7124	180	3	concept	concept	NOUN
easat-7124	180	4	describes	describe	VERB
easat-7124	180	5	positive	positive	ADJ
easat-7124	180	6	reinforcement	reinforcement	NOUN
easat-7124	180	7	and	and	CCONJ
easat-7124	180	8	indirect	indirect	ADJ
easat-7124	180	9	recommendations	recommendation	NOUN
easat-7124	180	10	as	as	ADP
easat-7124	180	11	techniques	technique	NOUN
easat-7124	180	12	to	to	ADP
easat-7124	180	13	1212	1212	NUM
easat-7124	180	14	edelweiss	edelweiss	PROPN
easat-7124	180	15	applied	apply	VERB
easat-7124	180	16	science	science	NOUN
easat-7124	180	17	and	and	CCONJ
easat-7124	180	18	technology	technology	NOUN
easat-7124	180	19	issn	issn	PROPN
easat-7124	180	20	:	:	PUNCT
easat-7124	180	21	2576	2576	NUM
easat-7124	180	22	-	-	SYM
easat-7124	180	23	8484	8484	NUM
easat-7124	180	24	vol	vol	NOUN
easat-7124	180	25	.	.	PROPN
easat-7124	181	1	9	9	NUM
easat-7124	181	2	,	,	PUNCT
easat-7124	181	3	no	no	INTJ
easat-7124	181	4	.	.	NOUN
easat-7124	181	5	5	5	NUM
easat-7124	181	6	:	:	SYM
easat-7124	181	7	1204	1204	NUM
easat-7124	181	8	-	-	SYM
easat-7124	181	9	1220	1220	NUM
easat-7124	181	10	,	,	PUNCT
easat-7124	181	11	2025	2025	NUM
easat-7124	181	12	doi	doi	NOUN
easat-7124	181	13	:	:	PUNCT
easat-7124	181	14	10.55214/25768484.v9i5.7124	10.55214/25768484.v9i5.7124	PROPN
easat-7124	181	15	©	©	PROPN
easat-7124	181	16	2025	2025	NUM
easat-7124	181	17	by	by	ADP
easat-7124	181	18	the	the	DET
easat-7124	181	19	authors	author	NOUN
easat-7124	181	20	;	;	PUNCT
easat-7124	181	21	licensee	licensee	PROPN
easat-7124	181	22	learning	learn	VERB
easat-7124	181	23	gate	gate	PROPN
easat-7124	181	24	influence	influence	NOUN
easat-7124	181	25	the	the	DET
easat-7124	181	26	behavior	behavior	NOUN
easat-7124	181	27	and	and	CCONJ
easat-7124	181	28	decision	decision	NOUN
easat-7124	181	29	-	-	PUNCT
easat-7124	181	30	making	making	NOUN
easat-7124	181	31	of	of	ADP
easat-7124	181	32	groups	group	NOUN
easat-7124	181	33	or	or	CCONJ
easat-7124	181	34	individuals	individual	NOUN
easat-7124	181	35	in	in	ADP
easat-7124	181	36	behavioral	behavioral	ADJ
easat-7124	181	37	economics	economic	NOUN
easat-7124	181	38	,	,	PUNCT
easat-7124	181	39	political	political	ADJ
easat-7124	181	40	theory	theory	NOUN
easat-7124	181	41	,	,	PUNCT
easat-7124	181	42	and	and	CCONJ
easat-7124	181	43	cognitive	cognitive	ADJ
easat-7124	181	44	science	science	NOUN
easat-7124	181	45	.	.	PUNCT
easat-7124	182	1	little	little	ADJ
easat-7124	182	2	suggestions	suggestion	NOUN
easat-7124	182	3	and	and	CCONJ
easat-7124	182	4	affirmations	affirmation	NOUN
easat-7124	182	5	,	,	PUNCT
easat-7124	182	6	according	accord	VERB
easat-7124	182	7	to	to	PART
easat-7124	182	8	nudge	nudge	VERB
easat-7124	182	9	theory	theory	NOUN
easat-7124	182	10	,	,	PUNCT
easat-7124	182	11	may	may	AUX
easat-7124	182	12	affect	affect	VERB
easat-7124	182	13	customer	customer	NOUN
easat-7124	182	14	behavior	behavior	NOUN
easat-7124	182	15	.	.	PUNCT
easat-7124	183	1	nudge	nudge	PROPN
easat-7124	183	2	theory	theory	NOUN
easat-7124	183	3	argues	argue	VERB
easat-7124	183	4	that	that	SCONJ
easat-7124	183	5	the	the	DET
easat-7124	183	6	well	well	NOUN
easat-7124	183	7	'	'	PUNCT
easat-7124	183	8	nudges	nudge	NOUN
easat-7124	183	9	'	'	PUNCT
easat-7124	183	10	can	can	AUX
easat-7124	183	11	help	help	VERB
easat-7124	183	12	prevent	prevent	VERB
easat-7124	183	13	market	market	NOUN
easat-7124	183	14	distortion	distortion	NOUN
easat-7124	183	15	,	,	PUNCT
easat-7124	183	16	save	save	VERB
easat-7124	183	17	the	the	DET
easat-7124	183	18	government	government	NOUN
easat-7124	183	19	money	money	NOUN
easat-7124	183	20	,	,	PUNCT
easat-7124	183	21	promote	promote	VERB
easat-7124	183	22	desired	desire	VERB
easat-7124	183	23	behaviors	behavior	NOUN
easat-7124	183	24	,	,	PUNCT
easat-7124	183	25	and	and	CCONJ
easat-7124	183	26	optimize	optimize	VERB
easat-7124	183	27	resource	resource	NOUN
easat-7124	183	28	efficiency	efficiency	NOUN
easat-7124	183	29	.	.	PUNCT
easat-7124	184	1	the	the	DET
easat-7124	184	2	bank	bank	PROPN
easat-7124	184	3	data	data	PROPN
easat-7124	184	4	privacy	privacy	NOUN
easat-7124	184	5	classification	classification	NOUN
easat-7124	184	6	is	be	AUX
easat-7124	184	7	a	a	DET
easat-7124	184	8	basic	basic	ADJ
easat-7124	184	9	framework	framework	NOUN
easat-7124	184	10	model	model	NOUN
easat-7124	184	11	for	for	ADP
easat-7124	184	12	classification	classification	NOUN
easat-7124	184	13	and	and	CCONJ
easat-7124	184	14	disclosure	disclosure	NOUN
easat-7124	184	15	scheme	scheme	NOUN
easat-7124	184	16	for	for	ADP
easat-7124	184	17	customer	customer	NOUN
easat-7124	184	18	data	datum	NOUN
easat-7124	184	19	and	and	CCONJ
easat-7124	184	20	collaborative	collaborative	ADJ
easat-7124	184	21	filtering	filtering	NOUN
easat-7124	184	22	-	-	PUNCT
easat-7124	184	23	based	base	VERB
easat-7124	184	24	model	model	NOUN
easat-7124	184	25	and	and	CCONJ
easat-7124	184	26	nudges	nudge	VERB
easat-7124	184	27	theory	theory	NOUN
easat-7124	184	28	.	.	PUNCT
easat-7124	185	1	machine	machine	NOUN
easat-7124	185	2	learning	learning	NOUN
easat-7124	185	3	-	-	PUNCT
easat-7124	185	4	based	base	VERB
easat-7124	185	5	bank	bank	NOUN
easat-7124	185	6	forecasting	forecasting	NOUN
easat-7124	185	7	allows	allow	VERB
easat-7124	185	8	companies	company	NOUN
easat-7124	185	9	to	to	PART
easat-7124	185	10	manage	manage	VERB
easat-7124	185	11	track	track	NOUN
easat-7124	185	12	of	of	ADP
easat-7124	185	13	entering	enter	VERB
easat-7124	185	14	transaction	transaction	NOUN
easat-7124	185	15	parameters	parameter	NOUN
easat-7124	185	16	in	in	ADP
easat-7124	185	17	real	real	ADJ
easat-7124	185	18	-	-	PUNCT
easat-7124	185	19	time	time	NOUN
easat-7124	185	20	.	.	PUNCT
easat-7124	186	1	to	to	PART
easat-7124	186	2	determine	determine	VERB
easat-7124	186	3	how	how	SCONJ
easat-7124	186	4	likely	likely	ADJ
easat-7124	186	5	data	datum	NOUN
easat-7124	186	6	tends	tend	VERB
easat-7124	186	7	to	to	PART
easat-7124	186	8	be	be	AUX
easat-7124	186	9	fraudulent	fraudulent	ADJ
easat-7124	186	10	,	,	PUNCT
easat-7124	186	11	the	the	DET
easat-7124	186	12	algorithm	algorithm	NOUN
easat-7124	186	13	examines	examine	VERB
easat-7124	186	14	the	the	DET
easat-7124	186	15	time	time	NOUN
easat-7124	186	16	series	series	NOUN
easat-7124	186	17	,	,	PUNCT
easat-7124	186	18	analyzes	analyze	VERB
easat-7124	186	19	customer	customer	NOUN
easat-7124	186	20	behaviors	behavior	NOUN
easat-7124	186	21	,	,	PUNCT
easat-7124	186	22	and	and	CCONJ
easat-7124	186	23	analyzes	analyze	VERB
easat-7124	186	24	other	other	ADJ
easat-7124	186	25	factors	factor	NOUN
easat-7124	186	26	.	.	PUNCT
easat-7124	187	1	3.2	3.2	NUM
easat-7124	187	2	.	.	PUNCT
easat-7124	188	1	prototype	prototype	NOUN
easat-7124	188	2	-	-	PUNCT
easat-7124	188	3	based	base	VERB
easat-7124	188	4	on	on	ADP
easat-7124	188	5	data	data	PROPN
easat-7124	188	6	privacy	privacy	NOUN
easat-7124	188	7	management	management	NOUN
easat-7124	188	8	initially	initially	ADV
easat-7124	188	9	,	,	PUNCT
easat-7124	188	10	to	to	PART
easat-7124	188	11	secure	secure	VERB
easat-7124	188	12	the	the	DET
easat-7124	188	13	bank	bank	NOUN
easat-7124	188	14	data	datum	NOUN
easat-7124	188	15	homomorphic	homomorphic	ADV
easat-7124	188	16	-	-	PUNCT
easat-7124	188	17	based	base	VERB
easat-7124	188	18	security	security	NOUN
easat-7124	188	19	scheme	scheme	NOUN
easat-7124	188	20	is	be	AUX
easat-7124	188	21	developed	develop	VERB
easat-7124	188	22	and	and	CCONJ
easat-7124	188	23	implemented	implement	VERB
easat-7124	188	24	.	.	PUNCT
easat-7124	189	1	the	the	DET
easat-7124	189	2	constructed	construct	VERB
easat-7124	189	3	homomorphic	homomorphic	ADJ
easat-7124	189	4	framework	framework	NOUN
easat-7124	189	5	model	model	NOUN
easat-7124	189	6	comprises	comprise	VERB
easat-7124	189	7	the	the	DET
easat-7124	189	8	blockchain	blockchain	PROPN
easat-7124	189	9	-	-	PUNCT
easat-7124	189	10	oriented	orient	VERB
easat-7124	189	11	data	datum	NOUN
easat-7124	189	12	flow	flow	NOUN
easat-7124	189	13	model	model	NOUN
easat-7124	189	14	and	and	CCONJ
easat-7124	189	15	liquidation	liquidation	NOUN
easat-7124	189	16	of	of	ADP
easat-7124	189	17	the	the	DET
easat-7124	189	18	interbank	interbank	NOUN
easat-7124	189	19	network	network	NOUN
easat-7124	189	20	-	-	PUNCT
easat-7124	189	21	oriented	orient	VERB
easat-7124	189	22	capital	capital	NOUN
easat-7124	189	23	flow	flow	NOUN
easat-7124	189	24	model	model	NOUN
easat-7124	189	25	.	.	PUNCT
easat-7124	190	1	the	the	DET
easat-7124	190	2	banking	banking	NOUN
easat-7124	190	3	network	network	NOUN
easat-7124	190	4	is	be	AUX
easat-7124	190	5	involved	involve	VERB
easat-7124	190	6	in	in	ADP
easat-7124	190	7	the	the	DET
easat-7124	190	8	conversion	conversion	NOUN
easat-7124	190	9	of	of	ADP
easat-7124	190	10	the	the	DET
easat-7124	190	11	digital	digital	ADJ
easat-7124	190	12	rights	right	NOUN
easat-7124	190	13	at	at	ADP
easat-7124	190	14	the	the	DET
easat-7124	190	15	same	same	ADJ
easat-7124	190	16	instance	instance	NOUN
easat-7124	190	17	time	time	NOUN
easat-7124	190	18	of	of	ADP
easat-7124	190	19	the	the	DET
easat-7124	190	20	money	money	NOUN
easat-7124	190	21	market	market	NOUN
easat-7124	190	22	that	that	PRON
easat-7124	190	23	comprises	comprise	VERB
easat-7124	190	24	the	the	DET
easat-7124	190	25	customer	customer	NOUN
easat-7124	190	26	data	datum	NOUN
easat-7124	190	27	either	either	CCONJ
easat-7124	190	28	on	on	ADP
easat-7124	190	29	or	or	CCONJ
easat-7124	190	30	off	off	ADV
easat-7124	190	31	in	in	ADP
easat-7124	190	32	real	real	ADJ
easat-7124	190	33	-	-	PUNCT
easat-7124	190	34	time	time	NOUN
easat-7124	190	35	data	datum	NOUN
easat-7124	190	36	processing	process	VERB
easat-7124	190	37	through	through	ADP
easat-7124	190	38	batch	batch	NOUN
easat-7124	190	39	methods	method	NOUN
easat-7124	190	40	shared	share	VERB
easat-7124	190	41	between	between	ADP
easat-7124	190	42	banks	bank	NOUN
easat-7124	190	43	as	as	SCONJ
easat-7124	190	44	illustrated	illustrate	VERB
easat-7124	190	45	in	in	ADP
easat-7124	190	46	figure	figure	NOUN
easat-7124	190	47	3	3	NUM
easat-7124	190	48	.	.	PUNCT
easat-7124	190	49	figure	figure	NOUN
easat-7124	190	50	3	3	NUM
easat-7124	190	51	.	.	PUNCT
easat-7124	191	1	characteristics	characteristic	NOUN
easat-7124	191	2	of	of	ADP
easat-7124	191	3	nudge	nudge	VERB
easat-7124	191	4	security	security	NOUN
easat-7124	191	5	model	model	NOUN
easat-7124	191	6	.	.	PUNCT
easat-7124	192	1	3.3	3.3	NUM
easat-7124	192	2	.	.	PUNCT
easat-7124	193	1	nudge	nudge	VERB
easat-7124	193	2	collaborative	collaborative	ADJ
easat-7124	193	3	filtering	filtering	NOUN
easat-7124	193	4	for	for	ADP
easat-7124	193	5	blockchain	blockchain	PROPN
easat-7124	193	6	technology	technology	PROPN
easat-7124	193	7	the	the	DET
easat-7124	193	8	developed	develop	VERB
easat-7124	193	9	blockchain	blockchain	PROPN
easat-7124	193	10	-	-	PUNCT
easat-7124	193	11	based	base	VERB
easat-7124	193	12	secure	secure	ADJ
easat-7124	193	13	framework	framework	NOUN
easat-7124	193	14	model	model	NOUN
easat-7124	193	15	for	for	ADP
easat-7124	193	16	banks	bank	NOUN
easat-7124	193	17	uses	uses	AUX
easat-7124	193	18	nudge	nudge	VERB
easat-7124	193	19	theory	theory	NOUN
easat-7124	193	20	to	to	PART
easat-7124	193	21	minimize	minimize	VERB
easat-7124	193	22	manual	manual	ADJ
easat-7124	193	23	operation	operation	NOUN
easat-7124	193	24	and	and	CCONJ
easat-7124	193	25	transformation	transformation	NOUN
easat-7124	193	26	of	of	ADP
easat-7124	193	27	the	the	DET
easat-7124	193	28	system	system	NOUN
easat-7124	193	29	[	[	X
easat-7124	193	30	31	31	NUM
easat-7124	193	31	]	]	PUNCT
easat-7124	193	32	.	.	PUNCT
easat-7124	194	1	the	the	DET
easat-7124	194	2	nudge	nudge	ADJ
easat-7124	194	3	model	model	NOUN
easat-7124	194	4	comprises	comprise	VERB
easat-7124	194	5	any	any	DET
easat-7124	194	6	aspects	aspect	NOUN
easat-7124	194	7	with	with	ADP
easat-7124	194	8	overall	overall	ADJ
easat-7124	194	9	architecture	architecture	NOUN
easat-7124	194	10	without	without	ADP
easat-7124	194	11	modification	modification	NOUN
easat-7124	194	12	in	in	ADP
easat-7124	194	13	the	the	DET
easat-7124	194	14	characteristics	characteristic	NOUN
easat-7124	194	15	of	of	ADP
easat-7124	194	16	people	people	NOUN
easat-7124	194	17	in	in	ADP
easat-7124	194	18	a	a	DET
easat-7124	194	19	predictable	predictable	ADJ
easat-7124	194	20	manner	manner	NOUN
easat-7124	194	21	without	without	ADP
easat-7124	194	22	affecting	affect	VERB
easat-7124	194	23	options	option	NOUN
easat-7124	194	24	and	and	CCONJ
easat-7124	194	25	forbidding	forbid	VERB
easat-7124	194	26	economic	economic	ADJ
easat-7124	194	27	incentives	incentive	NOUN
easat-7124	194	28	[	[	X
easat-7124	194	29	32	32	NUM
easat-7124	194	30	]	]	PUNCT
easat-7124	194	31	.	.	PUNCT
easat-7124	195	1	the	the	DET
easat-7124	195	2	proposed	propose	VERB
easat-7124	195	3	homomorphic	homomorphic	ADJ
easat-7124	195	4	nudge	nudge	NOUN
easat-7124	195	5	theory	theory	NOUN
easat-7124	195	6	comprises	comprise	VERB
easat-7124	195	7	the	the	DET
easat-7124	195	8	disclosure	disclosure	NOUN
easat-7124	195	9	scheme	scheme	NOUN
easat-7124	195	10	with	with	ADP
easat-7124	195	11	customer	customer	NOUN
easat-7124	195	12	strategy	strategy	NOUN
easat-7124	195	13	with	with	ADP
easat-7124	195	14	a	a	DET
easat-7124	195	15	collaborative	collaborative	ADJ
easat-7124	195	16	filtering	filtering	NOUN
easat-7124	195	17	model	model	NOUN
easat-7124	195	18	embedded	embed	VERB
easat-7124	195	19	with	with	ADP
easat-7124	195	20	the	the	DET
easat-7124	195	21	banking	banking	NOUN
easat-7124	195	22	process	process	NOUN
easat-7124	195	23	scheme	scheme	NOUN
easat-7124	195	24	.	.	PUNCT
easat-7124	196	1	the	the	DET
easat-7124	196	2	data	data	PROPN
easat-7124	196	3	privacy	privacy	NOUN
easat-7124	196	4	tendency	tendency	NOUN
easat-7124	196	5	is	be	AUX
easat-7124	196	6	evaluated	evaluate	VERB
easat-7124	196	7	in	in	ADP
easat-7124	196	8	customers	customer	NOUN
easat-7124	196	9	of	of	ADP
easat-7124	196	10	the	the	DET
easat-7124	196	11	banks	bank	NOUN
easat-7124	196	12	with	with	ADP
easat-7124	196	13	implicit	implicit	ADJ
easat-7124	196	14	of	of	ADP
easat-7124	196	15	the	the	DET
easat-7124	196	16	data	datum	NOUN
easat-7124	196	17	privacy	privacy	NOUN
easat-7124	196	18	scheme	scheme	NOUN
easat-7124	196	19	through	through	ADP
easat-7124	196	20	collaborative	collaborative	ADJ
easat-7124	196	21	filtering	filter	VERB
easat-7124	196	22	algorithm	algorithm	NOUN
easat-7124	196	23	to	to	PART
easat-7124	196	24	calculate	calculate	VERB
easat-7124	196	25	the	the	DET
easat-7124	196	26	disclosure	disclosure	NOUN
easat-7124	196	27	scheme	scheme	NOUN
easat-7124	196	28	for	for	ADP
easat-7124	196	29	new	new	ADJ
easat-7124	196	30	customers	customer	NOUN
easat-7124	196	31	and	and	CCONJ
easat-7124	196	32	nudge	nudge	VERB
easat-7124	196	33	customers	customer	NOUN
easat-7124	196	34	in	in	ADP
easat-7124	196	35	the	the	DET
easat-7124	196	36	initial	initial	ADJ
easat-7124	196	37	decision	decision	NOUN
easat-7124	196	38	.	.	PUNCT
easat-7124	197	1	the	the	DET
easat-7124	197	2	developed	develop	VERB
easat-7124	197	3	homomorphic	homomorphic	ADJ
easat-7124	197	4	data	datum	NOUN
easat-7124	197	5	security	security	NOUN
easat-7124	197	6	scheme	scheme	NOUN
easat-7124	197	7	with	with	ADP
easat-7124	197	8	nudge	nudge	NOUN
easat-7124	197	9	theory	theory	NOUN
easat-7124	197	10	comprises	comprise	VERB
easat-7124	197	11	the	the	DET
easat-7124	197	12	customer	customer	NOUN
easat-7124	197	13	age	age	NOUN
easat-7124	197	14	,	,	PUNCT
easat-7124	197	15	education	education	NOUN
easat-7124	197	16	,	,	PUNCT
easat-7124	197	17	industry	industry	NOUN
easat-7124	197	18	,	,	PUNCT
easat-7124	197	19	position	position	NOUN
easat-7124	197	20	,	,	PUNCT
easat-7124	197	21	income	income	NOUN
easat-7124	197	22	attributes	attribute	NOUN
easat-7124	197	23	,	,	PUNCT
easat-7124	197	24	age	age	NOUN
easat-7124	197	25	,	,	PUNCT
easat-7124	197	26	financial	financial	ADJ
easat-7124	197	27	terms	term	NOUN
easat-7124	197	28	debit	debit	VERB
easat-7124	197	29	card	card	NOUN
easat-7124	197	30	preferences	preference	NOUN
easat-7124	197	31	,	,	PUNCT
easat-7124	197	32	spending	spending	NOUN
easat-7124	197	33	preferences	preference	NOUN
easat-7124	197	34	,	,	PUNCT
easat-7124	197	35	customer	customer	NOUN
easat-7124	197	36	loan	loan	NOUN
easat-7124	197	37	,	,	PUNCT
easat-7124	197	38	credit	credit	NOUN
easat-7124	197	39	card	card	NOUN
easat-7124	197	40	potential	potential	NOUN
easat-7124	197	41	,	,	PUNCT
easat-7124	197	42	potential	potential	ADJ
easat-7124	197	43	debit	debit	NOUN
easat-7124	197	44	card	card	NOUN
easat-7124	197	45	,	,	PUNCT
easat-7124	197	46	forex	forex	ADJ
easat-7124	197	47	customer	customer	NOUN
easat-7124	197	48	,	,	PUNCT
easat-7124	197	49	transaction	transaction	NOUN
easat-7124	197	50	high	high	ADJ
easat-7124	197	51	frequency	frequency	NOUN
easat-7124	197	52	,	,	PUNCT
easat-7124	197	53	loyalty	loyalty	NOUN
easat-7124	197	54	of	of	ADP
easat-7124	197	55	1213	1213	NUM
easat-7124	197	56	edelweiss	edelweiss	PROPN
easat-7124	197	57	applied	apply	VERB
easat-7124	197	58	science	science	NOUN
easat-7124	197	59	and	and	CCONJ
easat-7124	197	60	technology	technology	NOUN
easat-7124	197	61	issn	issn	PROPN
easat-7124	197	62	:	:	PUNCT
easat-7124	197	63	2576	2576	NUM
easat-7124	197	64	-	-	SYM
easat-7124	197	65	8484	8484	NUM
easat-7124	197	66	vol	vol	NOUN
easat-7124	197	67	.	.	PROPN
easat-7124	198	1	9	9	NUM
easat-7124	198	2	,	,	PUNCT
easat-7124	198	3	no	no	INTJ
easat-7124	198	4	.	.	NOUN
easat-7124	198	5	5	5	NUM
easat-7124	198	6	:	:	SYM
easat-7124	198	7	1204	1204	NUM
easat-7124	198	8	-	-	SYM
easat-7124	198	9	1220	1220	NUM
easat-7124	198	10	,	,	PUNCT
easat-7124	198	11	2025	2025	NUM
easat-7124	198	12	doi	doi	NOUN
easat-7124	198	13	:	:	PUNCT
easat-7124	198	14	10.55214/25768484.v9i5.7124	10.55214/25768484.v9i5.7124	PROPN
easat-7124	198	15	©	©	PROPN
easat-7124	198	16	2025	2025	NUM
easat-7124	198	17	by	by	ADP
easat-7124	198	18	the	the	DET
easat-7124	198	19	authors	author	NOUN
easat-7124	198	20	;	;	PUNCT
easat-7124	198	21	licensee	licensee	PROPN
easat-7124	198	22	learning	learning	NOUN
easat-7124	198	23	gate	gate	VERB
easat-7124	198	24	the	the	DET
easat-7124	198	25	customers	customer	NOUN
easat-7124	198	26	and	and	CCONJ
easat-7124	198	27	preference	preference	NOUN
easat-7124	198	28	for	for	ADP
easat-7124	198	29	investment	investment	NOUN
easat-7124	198	30	.	.	PUNCT
easat-7124	199	1	the	the	DET
easat-7124	199	2	implementation	implementation	NOUN
easat-7124	199	3	of	of	ADP
easat-7124	199	4	the	the	DET
easat-7124	199	5	blockchain	blockchain	NOUN
easat-7124	199	6	in	in	ADP
easat-7124	199	7	banks	bank	NOUN
easat-7124	199	8	comprises	comprise	VERB
easat-7124	199	9	the	the	DET
easat-7124	199	10	privacy	privacy	NOUN
easat-7124	199	11	management	management	NOUN
easat-7124	199	12	scheme	scheme	NOUN
easat-7124	199	13	with	with	ADP
easat-7124	199	14	the	the	DET
easat-7124	199	15	implementation	implementation	NOUN
easat-7124	199	16	of	of	ADP
easat-7124	199	17	the	the	DET
easat-7124	199	18	smart	smart	ADJ
easat-7124	199	19	ledger	ledger	NOUN
easat-7124	199	20	,	,	PUNCT
easat-7124	199	21	contract	contract	NOUN
easat-7124	199	22	,	,	PUNCT
easat-7124	199	23	and	and	CCONJ
easat-7124	199	24	data	datum	NOUN
easat-7124	199	25	chain	chain	NOUN
easat-7124	199	26	on	on	ADP
easat-7124	199	27	and	and	CCONJ
easat-7124	199	28	off	off	ADV
easat-7124	199	29	.	.	PUNCT
easat-7124	200	1	a	a	DET
easat-7124	200	2	customer	customer	NOUN
easat-7124	200	3	’s	’s	PART
easat-7124	200	4	smart	smart	ADJ
easat-7124	200	5	ledger	ledger	NOUN
easat-7124	200	6	includes	include	VERB
easat-7124	200	7	customer	customer	NOUN
easat-7124	200	8	information	information	NOUN
easat-7124	200	9	,	,	PUNCT
easat-7124	200	10	digital	digital	ADJ
easat-7124	200	11	rights	right	NOUN
easat-7124	200	12	,	,	PUNCT
easat-7124	200	13	customer	customer	NOUN
easat-7124	200	14	data	datum	NOUN
easat-7124	200	15	disclosure	disclosure	NOUN
easat-7124	200	16	schemes	scheme	NOUN
easat-7124	200	17	,	,	PUNCT
easat-7124	200	18	and	and	CCONJ
easat-7124	200	19	customer	customer	NOUN
easat-7124	200	20	information	information	NOUN
easat-7124	200	21	usage	usage	NOUN
easat-7124	200	22	situations	situation	NOUN
easat-7124	200	23	with	with	ADP
easat-7124	200	24	equation	equation	NOUN
easat-7124	200	25	(	(	PUNCT
easat-7124	200	26	1	1	NUM
easat-7124	200	27	)	)	PUNCT
easat-7124	200	28	–	–	PUNCT
easat-7124	200	29	(	(	PUNCT
easat-7124	200	30	3	3	X
easat-7124	200	31	)	)	PUNCT
easat-7124	200	32	precision	precision	NOUN
easat-7124	200	33	=	=	SYM
easat-7124	200	34	|∩(𝑆prediction	|∩(𝑆prediction	PROPN
easat-7124	200	35	,	,	PUNCT
easat-7124	200	36	𝑆reference	𝑆reference	NOUN
easat-7124	200	37	)	)	PUNCT
easat-7124	200	38	|	|	ADV
easat-7124	200	39	|𝑆prediction	|𝑆prediction	NOUN
easat-7124	200	40	|	|	ADV
easat-7124	200	41	(	(	PUNCT
easat-7124	200	42	1	1	NUM
easat-7124	200	43	)	)	PUNCT
easat-7124	200	44	re⁡	re⁡	NOUN
easat-7124	200	45	𝑐𝑎𝑙1	𝑐𝑎𝑙1	PROPN
easat-7124	200	46	=	=	SYM
easat-7124	200	47	|∩(𝑆prediction	|∩(𝑆prediction	PROPN
easat-7124	200	48	,	,	PUNCT
easat-7124	200	49	𝑆reference	𝑆reference	NOUN
easat-7124	200	50	)	)	PUNCT
easat-7124	201	1	|	|	ADV
easat-7124	201	2	|𝑆reference	|𝑆reference	NOUN
easat-7124	201	3	|	|	ADV
easat-7124	201	4	(	(	PUNCT
easat-7124	201	5	2	2	NUM
easat-7124	201	6	)	)	PUNCT
easat-7124	201	7	improved	improved	ADJ
easat-7124	201	8	precision	precision	NOUN
easat-7124	201	9	=	=	SYM
easat-7124	201	10	|∩inset	|∩inset	X
easat-7124	201	11	(	(	PUNCT
easat-7124	201	12	𝑝1∼𝑝𝑡	𝑝1∼𝑝𝑡	NOUN
easat-7124	201	13	)	)	PUNCT
easat-7124	201	14	(	(	PUNCT
easat-7124	201	15	𝑆prediction	𝑆prediction	PROPN
easat-7124	201	16	,	,	PUNCT
easat-7124	201	17	𝑆reference	𝑆reference	NOUN
easat-7124	201	18	)	)	PUNCT
easat-7124	201	19	|	|	ADV
easat-7124	201	20	|𝑆prediction	|𝑆prediction	NOUN
easat-7124	201	21	|	|	ADV
easat-7124	201	22	(	(	PUNCT
easat-7124	201	23	3	3	X
easat-7124	201	24	)	)	PUNCT
easat-7124	201	25	u	u	NOUN
easat-7124	201	26	cus	cus	NOUN
easat-7124	201	27	:	:	PUNCT
easat-7124	201	28	the	the	DET
easat-7124	201	29	dataset	dataset	NOUN
easat-7124	201	30	of	of	ADP
easat-7124	201	31	each	each	DET
easat-7124	201	32	bank	bank	NOUN
easat-7124	201	33	based	base	VERB
easat-7124	201	34	on	on	ADP
easat-7124	201	35	its	its	PRON
easat-7124	201	36	own	own	ADJ
easat-7124	201	37	dataset	dataset	NOUN
easat-7124	201	38	information	information	NOUN
easat-7124	201	39	.	.	PUNCT
easat-7124	202	1	cus𝑗	cus𝑗	ADJ
easat-7124	202	2	∈∪	∈∪	ADJ
easat-7124	202	3	cus	cus	NOUN
easat-7124	202	4	:	:	PUNCT
easat-7124	202	5	each	each	DET
easat-7124	202	6	customer	customer	NOUN
easat-7124	202	7	belonging	belong	VERB
easat-7124	202	8	to	to	ADP
easat-7124	202	9	the	the	DET
easat-7124	202	10	datasets	dataset	NOUN
easat-7124	202	11	.	.	PUNCT
easat-7124	203	1	𝐸	𝐸	NOUN
easat-7124	203	2	=	=	SYM
easat-7124	203	3	{	{	PUNCT
easat-7124	203	4	𝑒1	𝑒1	NOUN
easat-7124	203	5	,	,	PUNCT
easat-7124	203	6	𝑒2	𝑒2	PROPN
easat-7124	203	7	,	,	PUNCT
easat-7124	203	8	…	…	PUNCT
easat-7124	203	9	,	,	PUNCT
easat-7124	203	10	𝑒𝑛}:customer	𝑒𝑛}:customer	NOUN
easat-7124	203	11	information	information	NOUN
easat-7124	203	12	,	,	PUNCT
easat-7124	203	13	which	which	PRON
easat-7124	203	14	𝑒𝑖𝑗	𝑒𝑖𝑗	NOUN
easat-7124	203	15	represents	represent	VERB
easat-7124	203	16	the	the	DET
easat-7124	203	17	j	j	PROPN
easat-7124	203	18	-	-	PUNCT
easat-7124	203	19	th	th	PROPN
easat-7124	203	20	subset	subset	NOUN
easat-7124	203	21	in	in	ADP
easat-7124	203	22	the	the	DET
easat-7124	203	23	i	i	PROPN
easat-7124	203	24	-	-	PUNCT
easat-7124	203	25	th	th	X
easat-7124	203	26	data	data	NOUN
easat-7124	203	27	type	type	NOUN
easat-7124	203	28	;	;	PUNCT
easat-7124	203	29	𝑅	𝑅	PROPN
easat-7124	203	30	=	=	PROPN
easat-7124	203	31	{	{	PUNCT
easat-7124	203	32	𝑟1	𝑟1	NOUN
easat-7124	203	33	,	,	PUNCT
easat-7124	203	34	𝑟2	𝑟2	NOUN
easat-7124	203	35	,	,	PUNCT
easat-7124	203	36	…	…	PUNCT
easat-7124	203	37	,	,	PUNCT
easat-7124	203	38	𝑟𝑛}:digital	𝑟𝑛}:digital	PROPN
easat-7124	203	39	rights	right	NOUN
easat-7124	203	40	.	.	PUNCT
easat-7124	204	1	𝑃	𝑃	NOUN
easat-7124	204	2	=	=	NOUN
easat-7124	204	3	{	{	PUNCT
easat-7124	204	4	𝑝1	𝑝1	NOUN
easat-7124	204	5	,	,	PUNCT
easat-7124	204	6	𝑝2	𝑝2	NOUN
easat-7124	204	7	,	,	PUNCT
easat-7124	204	8	…	…	PUNCT
easat-7124	204	9	,	,	PUNCT
easat-7124	204	10	𝑝𝑛}:privacy	𝑝𝑛}:privacy	NOUN
easat-7124	204	11	policies	policy	NOUN
easat-7124	204	12	.	.	PUNCT
easat-7124	205	1	𝐶	𝐶	NOUN
easat-7124	205	2	:	:	PUNCT
easat-7124	205	3	customer	customer	NOUN
easat-7124	205	4	-	-	PUNCT
easat-7124	205	5	strategy	strategy	NOUN
easat-7124	205	6	collaborative	collaborative	ADJ
easat-7124	205	7	filtering	filtering	NOUN
easat-7124	205	8	model	model	NOUN
easat-7124	205	9	attributes	attribute	NOUN
easat-7124	205	10	of	of	ADP
easat-7124	205	11	the	the	DET
easat-7124	205	12	customers	customer	NOUN
easat-7124	205	13	.	.	PUNCT
easat-7124	206	1	𝐷	𝐷	NOUN
easat-7124	206	2	=	=	SYM
easat-7124	206	3	{	{	PUNCT
easat-7124	206	4	𝑑1	𝑑1	NOUN
easat-7124	206	5	,	,	PUNCT
easat-7124	206	6	𝑑2	𝑑2	NOUN
easat-7124	206	7	,	,	PUNCT
easat-7124	206	8	…	…	PUNCT
easat-7124	206	9	,	,	PUNCT
easat-7124	206	10	𝑑𝑛	𝑑𝑛	NOUN
easat-7124	206	11	}	}	PUNCT
easat-7124	206	12	,	,	PUNCT
easat-7124	206	13	𝑑𝑖	𝑑𝑖	PROPN
easat-7124	206	14	=	=	PRON
easat-7124	206	15	{	{	PUNCT
easat-7124	206	16	𝑝𝑡	𝑝𝑡	NOUN
easat-7124	206	17	∣	∣	ADJ
easat-7124	206	18	𝑒𝑖𝑗}⁡	𝑒𝑖𝑗}⁡	ADJ
easat-7124	206	19	attributes	attribute	NOUN
easat-7124	206	20	related	relate	VERB
easat-7124	206	21	to	to	ADP
easat-7124	206	22	customer	customer	NOUN
easat-7124	206	23	-	-	PUNCT
easat-7124	206	24	strategy	strategy	NOUN
easat-7124	206	25	𝑇	𝑇	PROPN
easat-7124	206	26	=	=	NOUN
easat-7124	206	27	:	:	PUNCT
easat-7124	206	28	confirmation	confirmation	NOUN
easat-7124	206	29	operation	operation	NOUN
easat-7124	206	30	in	in	ADP
easat-7124	206	31	nudging	nudge	VERB
easat-7124	206	32	corresponds	correspond	NOUN
easat-7124	206	33	to	to	ADP
easat-7124	206	34	𝑒𝑖.	𝑒𝑖.	NOUN
easat-7124	206	35	𝑈	𝑈	NOUN
easat-7124	206	36	=	=	PUNCT
easat-7124	206	37	{	{	PUNCT
easat-7124	206	38	𝑢𝑒1	𝑢𝑒1	PROPN
easat-7124	206	39	,	,	PUNCT
easat-7124	206	40	𝑢𝑒2	𝑢𝑒2	ADJ
easat-7124	206	41	,	,	PUNCT
easat-7124	206	42	…	…	PUNCT
easat-7124	206	43	,	,	PUNCT
easat-7124	206	44	𝑢𝑒𝑛	𝑢𝑒𝑛	PROPN
easat-7124	206	45	}	}	PUNCT
easat-7124	206	46	:	:	PUNCT
easat-7124	206	47	the	the	DET
easat-7124	206	48	utilization	utilization	NOUN
easat-7124	206	49	of	of	ADP
easat-7124	206	50	customer	customer	NOUN
easat-7124	206	51	information	information	NOUN
easat-7124	206	52	by	by	ADP
easat-7124	206	53	the	the	DET
easat-7124	206	54	banks	bank	NOUN
easat-7124	206	55	.	.	PUNCT
easat-7124	207	1	𝐿	𝐿	NOUN
easat-7124	207	2	=	=	PROPN
easat-7124	207	3	{	{	PUNCT
easat-7124	207	4	𝐸、r	𝐸、r	NOUN
easat-7124	207	5	、	、	NOUN
easat-7124	207	6	s、u	s、u	VERB
easat-7124	207	7	}	}	PUNCT
easat-7124	207	8	:	:	PUNCT
easat-7124	207	9	blockchain	blockchain	VERB
easat-7124	207	10	smart	smart	ADJ
easat-7124	207	11	ledger	ledger	NOUN
easat-7124	207	12	.	.	PUNCT
easat-7124	208	1	𝑇𝑟	𝑇𝑟	ADV
easat-7124	208	2	:	:	PUNCT
easat-7124	208	3	transaction	transaction	NOUN
easat-7124	208	4	triggered	trigger	VERB
easat-7124	208	5	by	by	ADP
easat-7124	208	6	the	the	DET
easat-7124	208	7	banking	banking	NOUN
easat-7124	208	8	business	business	NOUN
easat-7124	208	9	flow	flow	NOUN
easat-7124	208	10	.	.	PUNCT
easat-7124	209	1	neighbor	neighbor	NOUN
easat-7124	209	2	(	(	PUNCT
easat-7124	209	3	cus	cus	NOUN
easat-7124	209	4	⁡new	⁡new	ADV
easat-7124	209	5	)	)	PUNCT
easat-7124	210	1	=	=	PRON
easat-7124	210	2	(	(	PUNCT
easat-7124	210	3	cus	cus	VERB
easat-7124	210	4	⁡new	⁡new	ADV
easat-7124	210	5	𝑗	𝑗	PROPN
easat-7124	210	6	,	,	PUNCT
easat-7124	210	7	sim	sim	ADJ
easat-7124	210	8	(	(	PUNCT
easat-7124	210	9	cus	cus	NOUN
easat-7124	210	10	⁡new	⁡new	ADV
easat-7124	210	11	,	,	PUNCT
easat-7124	210	12	cus	cus	NOUN
easat-7124	210	13	⁡𝑗	⁡𝑗	NOUN
easat-7124	210	14	)	)	PUNCT
easat-7124	210	15	is	be	AUX
easat-7124	210	16	top	top	ADJ
easat-7124	210	17	5	5	NUM
easat-7124	210	18	}	}	PUNCT
easat-7124	210	19	the	the	DET
easat-7124	210	20	computation	computation	NOUN
easat-7124	210	21	is	be	AUX
easat-7124	210	22	presented	present	VERB
easat-7124	210	23	in	in	ADP
easat-7124	210	24	equation	equation	NOUN
easat-7124	210	25	(	(	PUNCT
easat-7124	210	26	4	4	NUM
easat-7124	210	27	)	)	PUNCT
easat-7124	210	28	and	and	CCONJ
easat-7124	210	29	(	(	PUNCT
easat-7124	210	30	5	5	X
easat-7124	210	31	)	)	PUNCT
easat-7124	210	32	𝑆𝐼𝑀	𝑆𝐼𝑀	PROPN
easat-7124	210	33	=	=	SYM
easat-7124	210	34	⋃𝑆𝑖𝑚(𝐶𝑢𝑆𝑖	⋃𝑆𝑖𝑚(𝐶𝑢𝑆𝑖	PROPN
easat-7124	210	35	,	,	PUNCT
easat-7124	210	36	𝐶𝑢𝑆𝑗	𝐶𝑢𝑆𝑗	ADJ
easat-7124	210	37	)	)	PUNCT
easat-7124	210	38	(	(	PUNCT
easat-7124	210	39	4	4	X
easat-7124	210	40	)	)	PUNCT
easat-7124	210	41	neighbor	neighbor	NOUN
easat-7124	210	42	(	(	PUNCT
easat-7124	210	43	cus𝑖	cus𝑖	ADJ
easat-7124	210	44	)	)	PUNCT
easat-7124	210	45	=	=	SYM
easat-7124	210	46	{	{	PUNCT
easat-7124	210	47	cus𝑗	cus𝑗	ADJ
easat-7124	210	48	,	,	PUNCT
easat-7124	210	49	sim(cus𝑖	sim(cus𝑖	NOUN
easat-7124	210	50	,	,	PUNCT
easat-7124	210	51	cus𝑗)is⁡top⁡5	cus𝑗)is⁡top⁡5	PROPN
easat-7124	210	52	}	}	PUNCT
easat-7124	210	53	.	.	PUNCT
easat-7124	211	1	𝑑𝑖	𝑑𝑖	PROPN
easat-7124	212	1	=	=	SYM
easat-7124	212	2	𝑝𝑖	𝑝𝑖	PROPN
easat-7124	212	3	(	(	PUNCT
easat-7124	212	4	∑	∑	PROPN
easat-7124	212	5	(	(	PUNCT
easat-7124	212	6	(	(	PUNCT
easat-7124	212	7	𝑝𝑡|𝑒𝑖𝑗	𝑝𝑡|𝑒𝑖𝑗	PROPN
easat-7124	212	8	∈	∈	PROPN
easat-7124	212	9	𝐸𝑐𝑢𝑠𝑛𝑒𝑤𝑗	𝐸𝑐𝑢𝑠𝑛𝑒𝑤𝑗	PROPN
easat-7124	212	10	)	)	PUNCT
easat-7124	212	11	∗𝑆𝑖𝑚(𝑐𝑢𝑠𝑛𝑒𝑤,𝐸𝑐𝑢𝑠𝑛𝑒𝑤𝑗	∗𝑆𝑖𝑚(𝑐𝑢𝑠𝑛𝑒𝑤,𝐸𝑐𝑢𝑠𝑛𝑒𝑤𝑗	NOUN
easat-7124	212	12	)	)	PUNCT
easat-7124	212	13	neighbor⁡(cus⁡⁡𝑛𝑒𝑤	neighbor⁡(cus⁡⁡𝑛𝑒𝑤	PROPN
easat-7124	212	14	)	)	PUNCT
easat-7124	212	15	∑	∑	ADV
easat-7124	212	16	𝑆𝑖𝑚(𝑐𝑢𝑠𝑛𝑒𝑤,𝐸𝑐𝑢𝑠𝑛𝑒𝑤𝑗	𝑆𝑖𝑚(𝑐𝑢𝑠𝑛𝑒𝑤,𝐸𝑐𝑢𝑠𝑛𝑒𝑤𝑗	PROPN
easat-7124	212	17	)	)	PUNCT
easat-7124	212	18	neighbor⁡(cus⁡⁡𝑛𝑒𝑤	neighbor⁡(cus⁡⁡𝑛𝑒𝑤	PROPN
easat-7124	212	19	)	)	PUNCT
easat-7124	212	20	)	)	PUNCT
easat-7124	213	1	(	(	PUNCT
easat-7124	213	2	5	5	X
easat-7124	213	3	)	)	PUNCT
easat-7124	213	4	in	in	ADP
easat-7124	213	5	the	the	DET
easat-7124	213	6	above	above	ADJ
easat-7124	213	7	equation	equation	NOUN
easat-7124	213	8	(	(	PUNCT
easat-7124	213	9	5	5	NUM
easat-7124	213	10	)	)	PUNCT
easat-7124	213	11	the	the	DET
easat-7124	213	12	term	term	NOUN
easat-7124	213	13	r	r	NOUN
easat-7124	213	14	is	be	AUX
easat-7124	213	15	represented	represent	VERB
easat-7124	213	16	as	as	ADP
easat-7124	213	17	a	a	DET
easat-7124	213	18	currency	currency	NOUN
easat-7124	213	19	of	of	ADP
easat-7124	213	20	the	the	DET
easat-7124	213	21	blockchain	blockchain	NOUN
easat-7124	213	22	based	base	VERB
easat-7124	213	23	on	on	ADP
easat-7124	213	24	the	the	DET
easat-7124	213	25	application	application	NOUN
easat-7124	213	26	of	of	ADP
easat-7124	213	27	the	the	DET
easat-7124	213	28	specific	specific	ADJ
easat-7124	213	29	scenario	scenario	NOUN
easat-7124	213	30	.	.	PUNCT
easat-7124	214	1	the	the	DET
easat-7124	214	2	process	process	NOUN
easat-7124	214	3	additionally	additionally	ADV
easat-7124	214	4	comprises	comprise	VERB
easat-7124	214	5	the	the	DET
easat-7124	214	6	information	information	NOUN
easat-7124	214	7	of	of	ADP
easat-7124	214	8	the	the	DET
easat-7124	214	9	customers	customer	NOUN
easat-7124	214	10	and	and	CCONJ
easat-7124	214	11	applications	application	NOUN
easat-7124	214	12	.	.	PUNCT
easat-7124	215	1	the	the	DET
easat-7124	215	2	situation	situation	NOUN
easat-7124	215	3	of	of	ADP
easat-7124	215	4	the	the	DET
easat-7124	215	5	information	information	NOUN
easat-7124	215	6	usage	usage	NOUN
easat-7124	215	7	by	by	ADP
easat-7124	215	8	the	the	DET
easat-7124	215	9	customer	customer	NOUN
easat-7124	215	10	is	be	AUX
easat-7124	215	11	represented	represent	VERB
easat-7124	215	12	as	as	ADP
easat-7124	215	13	u	u	NOUN
easat-7124	215	14	based	base	VERB
easat-7124	215	15	on	on	ADP
easat-7124	215	16	the	the	DET
easat-7124	215	17	data	datum	NOUN
easat-7124	215	18	for	for	ADP
easat-7124	215	19	disclosure	disclosure	NOUN
easat-7124	215	20	for	for	ADP
easat-7124	215	21	the	the	DET
easat-7124	215	22	application	application	NOUN
easat-7124	215	23	system	system	NOUN
easat-7124	215	24	and	and	CCONJ
easat-7124	215	25	customer	customer	NOUN
easat-7124	215	26	data	datum	NOUN
easat-7124	215	27	.	.	PUNCT
easat-7124	216	1	the	the	DET
easat-7124	216	2	smart	smart	ADJ
easat-7124	216	3	ledger	ledger	NOUN
easat-7124	216	4	to	to	ADP
easat-7124	216	5	the	the	DET
easat-7124	216	6	customer	customer	NOUN
easat-7124	216	7	architecture	architecture	NOUN
easat-7124	216	8	model	model	NOUN
easat-7124	216	9	is	be	AUX
easat-7124	216	10	presented	present	VERB
easat-7124	216	11	in	in	ADP
easat-7124	216	12	the	the	DET
easat-7124	216	13	figure	figure	NOUN
easat-7124	216	14	4	4	NUM
easat-7124	216	15	.	.	PUNCT
easat-7124	216	16	figure	figure	NOUN
easat-7124	216	17	4	4	NUM
easat-7124	216	18	represents	represent	VERB
easat-7124	216	19	the	the	DET
easat-7124	216	20	customer	customer	NOUN
easat-7124	216	21	ledger	ledger	NOUN
easat-7124	216	22	policies	policy	NOUN
easat-7124	216	23	,	,	PUNCT
easat-7124	216	24	here	here	ADV
easat-7124	216	25	the	the	DET
easat-7124	216	26	smart	smart	ADJ
easat-7124	216	27	ledger	ledger	NOUN
easat-7124	216	28	contains	contain	VERB
easat-7124	216	29	the	the	DET
easat-7124	216	30	customer	customer	NOUN
easat-7124	216	31	information	information	NOUN
easat-7124	216	32	used	use	VERB
easat-7124	216	33	for	for	ADP
easat-7124	216	34	disclosure	disclosure	NOUN
easat-7124	216	35	schemes	scheme	NOUN
easat-7124	216	36	based	base	VERB
easat-7124	216	37	on	on	ADP
easat-7124	216	38	trading	trading	NOUN
easat-7124	216	39	.	.	PUNCT
easat-7124	217	1	1214	1214	NUM
easat-7124	217	2	edelweiss	edelweiss	PROPN
easat-7124	217	3	applied	apply	VERB
easat-7124	217	4	science	science	NOUN
easat-7124	217	5	and	and	CCONJ
easat-7124	217	6	technology	technology	NOUN
easat-7124	217	7	issn	issn	PROPN
easat-7124	217	8	:	:	PUNCT
easat-7124	217	9	2576	2576	NUM
easat-7124	217	10	-	-	SYM
easat-7124	217	11	8484	8484	NUM
easat-7124	217	12	vol	vol	NOUN
easat-7124	217	13	.	.	PROPN
easat-7124	218	1	9	9	NUM
easat-7124	218	2	,	,	PUNCT
easat-7124	218	3	no	no	INTJ
easat-7124	218	4	.	.	NOUN
easat-7124	218	5	5	5	NUM
easat-7124	218	6	:	:	SYM
easat-7124	218	7	1204	1204	NUM
easat-7124	218	8	-	-	SYM
easat-7124	218	9	1220	1220	NUM
easat-7124	218	10	,	,	PUNCT
easat-7124	218	11	2025	2025	NUM
easat-7124	218	12	doi	doi	NOUN
easat-7124	218	13	:	:	PUNCT
easat-7124	218	14	10.55214/25768484.v9i5.7124	10.55214/25768484.v9i5.7124	PROPN
easat-7124	218	15	©	©	PROPN
easat-7124	218	16	2025	2025	NUM
easat-7124	218	17	by	by	ADP
easat-7124	218	18	the	the	DET
easat-7124	218	19	authors	author	NOUN
easat-7124	218	20	;	;	PUNCT
easat-7124	218	21	licensee	licensee	PROPN
easat-7124	218	22	learning	learn	VERB
easat-7124	218	23	gate	gate	NOUN
easat-7124	218	24	figure	figure	NOUN
easat-7124	218	25	4	4	NUM
easat-7124	218	26	.	.	PUNCT
easat-7124	218	27	customer	customer	NOUN
easat-7124	218	28	ledger	ledger	NOUN
easat-7124	218	29	policies	policy	NOUN
easat-7124	218	30	.	.	PUNCT
easat-7124	219	1	the	the	DET
easat-7124	219	2	algorithm	algorithm	NOUN
easat-7124	219	3	to	to	PART
easat-7124	219	4	implement	implement	VERB
easat-7124	219	5	the	the	DET
easat-7124	219	6	security	security	NOUN
easat-7124	219	7	framework	framework	NOUN
easat-7124	219	8	model	model	NOUN
easat-7124	219	9	for	for	ADP
easat-7124	219	10	the	the	DET
easat-7124	219	11	bank	bank	PROPN
easat-7124	219	12	blockchain	blockchain	PROPN
easat-7124	219	13	process	process	NOUN
easat-7124	219	14	is	be	AUX
easat-7124	219	15	presented	present	VERB
easat-7124	219	16	as	as	SCONJ
easat-7124	219	17	follows	follow	VERB
easat-7124	219	18	:	:	PUNCT
easat-7124	220	1	algorithm	algorithm	NOUN
easat-7124	220	2	:	:	PUNCT
easat-7124	220	3	homomorphic	homomorphic	ADJ
easat-7124	220	4	nudge	nudge	ADJ
easat-7124	220	5	model	model	NOUN
easat-7124	220	6	for	for	ADP
easat-7124	220	7	security	security	NOUN
easat-7124	220	8	framework	framework	NOUN
easat-7124	220	9	input	input	NOUN
easat-7124	220	10	:	:	PUNCT
easat-7124	220	11	information	information	NOUN
easat-7124	220	12	about	about	ADP
easat-7124	220	13	customers	customer	NOUN
easat-7124	220	14	output	output	VERB
easat-7124	220	15	:	:	PUNCT
easat-7124	220	16	secure	secure	ADJ
easat-7124	220	17	model	model	NOUN
easat-7124	220	18	in	in	ADP
easat-7124	220	19	blocks	block	NOUN
easat-7124	220	20	1	1	NUM
easat-7124	220	21	.	.	PUNCT
easat-7124	220	22	check	check	VERB
easat-7124	220	23	m	m	VERB
easat-7124	221	1	=	=	ADJ
easat-7124	221	2	=	=	NOUN
easat-7124	221	3	null	null	NOUN
easat-7124	221	4	,	,	PUNCT
easat-7124	221	5	proceed	proceed	VERB
easat-7124	221	6	step	step	NOUN
easat-7124	221	7	2	2	NUM
easat-7124	221	8	2	2	NUM
easat-7124	221	9	.	.	PUNCT
easat-7124	221	10	compute	compute	VERB
easat-7124	221	11	the	the	DET
easat-7124	221	12	scores	score	NOUN
easat-7124	221	13	for	for	ADP
easat-7124	221	14	each	each	DET
easat-7124	221	15	customer	customer	NOUN
easat-7124	221	16	with	with	ADP
easat-7124	221	17	collaborative	collaborative	ADJ
easat-7124	221	18	filtering	filter	VERB
easat-7124	221	19	3	3	NUM
easat-7124	221	20	.	.	X
easat-7124	221	21	compute	compute	VERB
easat-7124	221	22	the	the	DET
easat-7124	221	23	similarity	similarity	NOUN
easat-7124	221	24	set	set	VERB
easat-7124	221	25	through	through	ADP
easat-7124	221	26	cosine	cosine	NOUN
easat-7124	221	27	function	function	NOUN
easat-7124	221	28	4	4	NUM
easat-7124	221	29	.	.	NOUN
easat-7124	221	30	estimate	estimate	VERB
easat-7124	221	31	the	the	DET
easat-7124	221	32	nearest	near	ADJ
easat-7124	221	33	neighbour	neighbour	ADJ
easat-7124	221	34	value	value	NOUN
easat-7124	221	35	of	of	ADP
easat-7124	221	36	the	the	DET
easat-7124	221	37	nodes	node	NOUN
easat-7124	221	38	5	5	NUM
easat-7124	221	39	.	.	PUNCT
easat-7124	221	40	construct	construct	VERB
easat-7124	221	41	each	each	DET
easat-7124	221	42	set	set	NOUN
easat-7124	221	43	for	for	ADP
easat-7124	221	44	the	the	DET
easat-7124	221	45	customers	customer	NOUN
easat-7124	221	46	6	6	NUM
easat-7124	221	47	.	.	PUNCT
easat-7124	221	48	compute	compute	VERB
easat-7124	221	49	the	the	DET
easat-7124	221	50	collaborative	collaborative	NOUN
easat-7124	221	51	filtering	filter	VERB
easat-7124	221	52	through	through	ADP
easat-7124	221	53	nearest	near	ADJ
easat-7124	221	54	neighbours	neighbour	NOUN
easat-7124	221	55	7	7	NUM
easat-7124	221	56	.	.	PUNCT
easat-7124	221	57	calculate	calculate	VERB
easat-7124	221	58	8	8	NUM
easat-7124	221	59	.	.	PUNCT
easat-7124	221	60	𝑑𝑖	𝑑𝑖	PROPN
easat-7124	222	1	=	=	SYM
easat-7124	222	2	𝑝𝑖	𝑝𝑖	PROPN
easat-7124	222	3	(	(	PUNCT
easat-7124	222	4	∑	∑	PROPN
easat-7124	222	5	(	(	PUNCT
easat-7124	222	6	(	(	PUNCT
easat-7124	222	7	𝑝𝑡|𝑒𝑖𝑗	𝑝𝑡|𝑒𝑖𝑗	PROPN
easat-7124	222	8	∈	∈	PROPN
easat-7124	222	9	𝐸𝑐𝑢𝑠𝑛𝑒𝑤𝑗	𝐸𝑐𝑢𝑠𝑛𝑒𝑤𝑗	PROPN
easat-7124	222	10	)	)	PUNCT
easat-7124	222	11	∗	∗	NOUN
easat-7124	222	12	𝑆𝑖𝑚(𝑐𝑢𝑠𝑛𝑒𝑤	𝑆𝑖𝑚(𝑐𝑢𝑠𝑛𝑒𝑤	PROPN
easat-7124	222	13	,	,	PUNCT
easat-7124	222	14	𝐸𝑐𝑢𝑠𝑛𝑒𝑤𝑗	𝐸𝑐𝑢𝑠𝑛𝑒𝑤𝑗	PROPN
easat-7124	222	15	)	)	PUNCT
easat-7124	222	16	neighbor⁡(cus⁡⁡𝑛𝑒𝑤	neighbor⁡(cus⁡⁡𝑛𝑒𝑤	PROPN
easat-7124	222	17	)	)	PUNCT
easat-7124	222	18	∑	∑	PROPN
easat-7124	222	19	𝑆𝑖𝑚(𝑐𝑢𝑠𝑛𝑒𝑤	𝑆𝑖𝑚(𝑐𝑢𝑠𝑛𝑒𝑤	PROPN
easat-7124	222	20	,	,	PUNCT
easat-7124	222	21	𝐸𝑐𝑢𝑠𝑛𝑒𝑤𝑗	𝐸𝑐𝑢𝑠𝑛𝑒𝑤𝑗	PROPN
easat-7124	222	22	)	)	PUNCT
easat-7124	222	23	neighbor⁡(cus⁡⁡𝑛𝑒𝑤	neighbor⁡(cus⁡⁡𝑛𝑒𝑤	PROPN
easat-7124	222	24	)	)	PUNCT
easat-7124	222	25	)	)	PUNCT
easat-7124	223	1	9	9	X
easat-7124	223	2	.	.	X
easat-7124	223	3	compute	compute	VERB
easat-7124	223	4	the	the	DET
easat-7124	223	5	disclosure	disclosure	NOUN
easat-7124	223	6	information	information	NOUN
easat-7124	223	7	of	of	ADP
easat-7124	223	8	the	the	DET
easat-7124	223	9	customers	customer	NOUN
easat-7124	223	10	in	in	ADP
easat-7124	223	11	the	the	DET
easat-7124	223	12	banks	bank	NOUN
easat-7124	223	13	10	10	NUM
easat-7124	223	14	.	.	PUNCT
easat-7124	224	1	update	update	NOUN
easat-7124	224	2	for	for	ADP
easat-7124	224	3	the	the	DET
easat-7124	224	4	non	non	ADJ
easat-7124	224	5	-	-	ADJ
easat-7124	224	6	disclosure	disclosure	ADJ
easat-7124	224	7	customers	customer	NOUN
easat-7124	224	8	11	11	NUM
easat-7124	224	9	.	.	PUNCT
easat-7124	225	1	compute	compute	VERB
easat-7124	225	2	the	the	DET
easat-7124	225	3	nearby	nearby	ADJ
easat-7124	225	4	blockchain	blockchain	PROPN
easat-7124	225	5	12	12	NUM
easat-7124	225	6	.	.	PUNCT
easat-7124	226	1	estimate	estimate	VERB
easat-7124	226	2	the	the	DET
easat-7124	226	3	encrypted	encrypt	VERB
easat-7124	226	4	proprietary	proprietary	ADJ
easat-7124	226	5	scheme	scheme	NOUN
easat-7124	226	6	13	13	NUM
easat-7124	226	7	.	.	PUNCT
easat-7124	227	1	update	update	NOUN
easat-7124	227	2	and	and	CCONJ
easat-7124	227	3	the	the	DET
easat-7124	227	4	consensus	consensus	NOUN
easat-7124	227	5	confirmation	confirmation	NOUN
easat-7124	227	6	mechanism	mechanism	NOUN
easat-7124	227	7	for	for	ADP
easat-7124	227	8	customers	customer	NOUN
easat-7124	227	9	14	14	NUM
easat-7124	227	10	.	.	PUNCT
easat-7124	227	11	schedule	schedule	VERB
easat-7124	227	12	each	each	DET
easat-7124	227	13	task	task	NOUN
easat-7124	227	14	in	in	ADP
easat-7124	227	15	the	the	DET
easat-7124	227	16	batch	batch	NOUN
easat-7124	227	17	and	and	CCONJ
easat-7124	227	18	update	update	NOUN
easat-7124	227	19	to	to	ADP
easat-7124	227	20	ledger	ledger	NOUN
easat-7124	227	21	15	15	NUM
easat-7124	227	22	.	.	PUNCT
easat-7124	228	1	compute	compute	VERB
easat-7124	228	2	the	the	DET
easat-7124	228	3	authorized	authorized	ADJ
easat-7124	228	4	disclosure	disclosure	NOUN
easat-7124	228	5	for	for	ADP
easat-7124	228	6	the	the	DET
easat-7124	228	7	decrypted	decrypt	VERB
easat-7124	228	8	data	datum	NOUN
easat-7124	228	9	for	for	ADP
easat-7124	228	10	private	private	ADJ
easat-7124	228	11	key	key	ADJ
easat-7124	228	12	extraction	extraction	NOUN
easat-7124	228	13	16	16	NUM
easat-7124	228	14	.	.	PUNCT
easat-7124	229	1	check	check	VERB
easat-7124	229	2	for	for	ADP
easat-7124	229	3	the	the	DET
easat-7124	229	4	transaction	transaction	NOUN
easat-7124	229	5	17	17	NUM
easat-7124	229	6	.	.	PUNCT
easat-7124	230	1	refresh	refresh	PROPN
easat-7124	230	2	corresponding	correspond	VERB
easat-7124	230	3	electronic	electronic	ADJ
easat-7124	230	4	and	and	CCONJ
easat-7124	230	5	banking	banking	NOUN
easat-7124	230	6	account	account	NOUN
easat-7124	230	7	1215	1215	NUM
easat-7124	230	8	edelweiss	edelweiss	PROPN
easat-7124	230	9	applied	apply	VERB
easat-7124	230	10	science	science	NOUN
easat-7124	230	11	and	and	CCONJ
easat-7124	230	12	technology	technology	NOUN
easat-7124	230	13	issn	issn	PROPN
easat-7124	230	14	:	:	PUNCT
easat-7124	230	15	2576	2576	NUM
easat-7124	230	16	-	-	SYM
easat-7124	230	17	8484	8484	NUM
easat-7124	230	18	vol	vol	NOUN
easat-7124	230	19	.	.	PROPN
easat-7124	231	1	9	9	NUM
easat-7124	231	2	,	,	PUNCT
easat-7124	231	3	no	no	INTJ
easat-7124	231	4	.	.	NOUN
easat-7124	231	5	5	5	NUM
easat-7124	231	6	:	:	SYM
easat-7124	231	7	1204	1204	NUM
easat-7124	231	8	-	-	SYM
easat-7124	231	9	1220	1220	NUM
easat-7124	231	10	,	,	PUNCT
easat-7124	231	11	2025	2025	NUM
easat-7124	231	12	doi	doi	NOUN
easat-7124	231	13	:	:	PUNCT
easat-7124	231	14	10.55214/25768484.v9i5.7124	10.55214/25768484.v9i5.7124	PROPN
easat-7124	231	15	©	©	PROPN
easat-7124	231	16	2025	2025	NUM
easat-7124	231	17	by	by	ADP
easat-7124	231	18	the	the	DET
easat-7124	231	19	authors	author	NOUN
easat-7124	231	20	;	;	PUNCT
easat-7124	231	21	licensee	licensee	PROPN
easat-7124	231	22	learning	learning	NOUN
easat-7124	231	23	gate	gate	PROPN
easat-7124	231	24	18	18	NUM
easat-7124	231	25	.	.	PUNCT
easat-7124	232	1	consensus	consensus	NOUN
easat-7124	232	2	confirmation	confirmation	NOUN
easat-7124	232	3	by	by	ADP
easat-7124	232	4	the	the	DET
easat-7124	232	5	banks	bank	NOUN
easat-7124	232	6	to	to	ADP
easat-7124	232	7	the	the	DET
easat-7124	232	8	customers	customer	NOUN
easat-7124	232	9	19	19	NUM
easat-7124	232	10	.	.	PUNCT
easat-7124	232	11	customer	customer	NOUN
easat-7124	232	12	disclosure	disclosure	NOUN
easat-7124	232	13	for	for	ADP
easat-7124	232	14	e	e	NOUN
easat-7124	232	15	-	-	NOUN
easat-7124	232	16	banks	bank	NOUN
easat-7124	232	17	services	service	NOUN
easat-7124	232	18	directly	directly	ADV
easat-7124	232	19	.	.	PUNCT
easat-7124	233	1	4	4	X
easat-7124	233	2	.	.	X
easat-7124	233	3	experiments	experiment	VERB
easat-7124	233	4	the	the	DET
easat-7124	233	5	performance	performance	NOUN
easat-7124	233	6	of	of	ADP
easat-7124	233	7	the	the	DET
easat-7124	233	8	developed	develop	VERB
easat-7124	233	9	model	model	NOUN
easat-7124	233	10	is	be	AUX
easat-7124	233	11	validated	validate	VERB
easat-7124	233	12	with	with	ADP
easat-7124	233	13	the	the	DET
easat-7124	233	14	constructed	construct	VERB
easat-7124	233	15	security	security	NOUN
easat-7124	233	16	framework	framework	NOUN
easat-7124	233	17	model	model	NOUN
easat-7124	233	18	.	.	PUNCT
easat-7124	234	1	the	the	DET
easat-7124	234	2	field	field	NOUN
easat-7124	234	3	analysis	analysis	NOUN
easat-7124	234	4	and	and	CCONJ
easat-7124	234	5	experiments	experiment	NOUN
easat-7124	234	6	are	be	AUX
easat-7124	234	7	conducted	conduct	VERB
easat-7124	234	8	with	with	ADP
easat-7124	234	9	the	the	DET
easat-7124	234	10	statistical	statistical	ADJ
easat-7124	234	11	analysis	analysis	NOUN
easat-7124	234	12	of	of	ADP
easat-7124	234	13	the	the	DET
easat-7124	234	14	customer	customer	NOUN
easat-7124	234	15	financial	financial	ADJ
easat-7124	234	16	characteristics	characteristic	NOUN
easat-7124	234	17	based	base	VERB
easat-7124	234	18	on	on	ADP
easat-7124	234	19	protection	protection	NOUN
easat-7124	234	20	of	of	ADP
easat-7124	234	21	data	datum	NOUN
easat-7124	234	22	to	to	PART
easat-7124	234	23	verify	verify	VERB
easat-7124	234	24	the	the	DET
easat-7124	234	25	usability	usability	NOUN
easat-7124	234	26	and	and	CCONJ
easat-7124	234	27	strategy	strategy	NOUN
easat-7124	234	28	of	of	ADP
easat-7124	234	29	customers	customer	NOUN
easat-7124	234	30	with	with	ADP
easat-7124	234	31	a	a	DET
easat-7124	234	32	collaborative	collaborative	ADJ
easat-7124	234	33	filtering	filtering	NOUN
easat-7124	234	34	model	model	NOUN
easat-7124	234	35	.	.	PUNCT
easat-7124	235	1	the	the	DET
easat-7124	235	2	experiments	experiment	NOUN
easat-7124	235	3	are	be	AUX
easat-7124	235	4	based	base	VERB
easat-7124	235	5	on	on	ADP
easat-7124	235	6	evaluation	evaluation	NOUN
easat-7124	235	7	of	of	ADP
easat-7124	235	8	the	the	DET
easat-7124	235	9	security	security	NOUN
easat-7124	235	10	model	model	NOUN
easat-7124	235	11	for	for	ADP
easat-7124	235	12	the	the	DET
easat-7124	235	13	recommended	recommend	VERB
easat-7124	235	14	system	system	NOUN
easat-7124	235	15	with	with	ADP
easat-7124	235	16	security	security	NOUN
easat-7124	235	17	of	of	ADP
easat-7124	235	18	the	the	DET
easat-7124	235	19	blockchain	blockchain	PROPN
easat-7124	235	20	throughput	throughput	NOUN
easat-7124	235	21	and	and	CCONJ
easat-7124	235	22	security	security	NOUN
easat-7124	235	23	.	.	PUNCT
easat-7124	236	1	4.1	4.1	NUM
easat-7124	236	2	.	.	PUNCT
easat-7124	236	3	field	field	NOUN
easat-7124	236	4	experiments	experiment	VERB
easat-7124	236	5	the	the	DET
easat-7124	236	6	analysis	analysis	NOUN
easat-7124	236	7	is	be	AUX
easat-7124	236	8	based	base	VERB
easat-7124	236	9	on	on	ADP
easat-7124	236	10	consideration	consideration	NOUN
easat-7124	236	11	of	of	ADP
easat-7124	236	12	the	the	DET
easat-7124	236	13	loan	loan	NOUN
easat-7124	236	14	details	detail	NOUN
easat-7124	236	15	of	of	ADP
easat-7124	236	16	the	the	DET
easat-7124	236	17	customer	customer	NOUN
easat-7124	236	18	along	along	ADP
easat-7124	236	19	with	with	ADP
easat-7124	236	20	the	the	DET
easat-7124	236	21	information	information	NOUN
easat-7124	236	22	based	base	VERB
easat-7124	236	23	on	on	ADP
easat-7124	236	24	the	the	DET
easat-7124	236	25	disclosure	disclosure	NOUN
easat-7124	236	26	values	value	NOUN
easat-7124	236	27	.	.	PUNCT
easat-7124	237	1	the	the	DET
easat-7124	237	2	data	datum	NOUN
easat-7124	237	3	for	for	ADP
easat-7124	237	4	analysis	analysis	NOUN
easat-7124	237	5	is	be	AUX
easat-7124	237	6	collected	collect	VERB
easat-7124	237	7	from	from	ADP
easat-7124	237	8	loan	loan	NOUN
easat-7124	237	9	customers	customer	NOUN
easat-7124	237	10	with	with	ADP
easat-7124	237	11	a	a	DET
easat-7124	237	12	sample	sample	NOUN
easat-7124	237	13	count	count	NOUN
easat-7124	237	14	of	of	ADP
easat-7124	237	15	1000	1000	NUM
easat-7124	237	16	who	who	PRON
easat-7124	237	17	are	be	AUX
easat-7124	237	18	randomly	randomly	ADV
easat-7124	237	19	selected	select	VERB
easat-7124	237	20	for	for	ADP
easat-7124	237	21	effective	effective	ADJ
easat-7124	237	22	banking	banking	NOUN
easat-7124	237	23	services	service	NOUN
easat-7124	237	24	.	.	PUNCT
easat-7124	238	1	among	among	ADP
easat-7124	238	2	the	the	DET
easat-7124	238	3	1000	1000	NUM
easat-7124	238	4	customers	customer	NOUN
easat-7124	238	5	loan	loan	NOUN
easat-7124	238	6	business	business	NOUN
easat-7124	238	7	details	detail	NOUN
easat-7124	238	8	are	be	AUX
easat-7124	238	9	identified	identify	VERB
easat-7124	238	10	and	and	CCONJ
easat-7124	238	11	managed	manage	VERB
easat-7124	238	12	through	through	ADP
easat-7124	238	13	the	the	DET
easat-7124	238	14	valid	valid	ADJ
easat-7124	238	15	response	response	NOUN
easat-7124	238	16	curve	curve	NOUN
easat-7124	238	17	.	.	PUNCT
easat-7124	239	1	figure	figure	NOUN
easat-7124	239	2	5	5	NUM
easat-7124	239	3	presents	present	VERB
easat-7124	239	4	the	the	DET
easat-7124	239	5	response	response	NOUN
easat-7124	239	6	plot	plot	NOUN
easat-7124	239	7	for	for	ADP
easat-7124	239	8	the	the	DET
easat-7124	239	9	selected	select	VERB
easat-7124	239	10	data	data	NOUN
easat-7124	239	11	sample	sample	NOUN
easat-7124	239	12	was	be	AUX
easat-7124	239	13	presented	present	VERB
easat-7124	239	14	.	.	PUNCT
easat-7124	240	1	the	the	DET
easat-7124	240	2	presented	present	VERB
easat-7124	240	3	figure	figure	NOUN
easat-7124	240	4	5	5	NUM
easat-7124	240	5	is	be	AUX
easat-7124	240	6	based	base	VERB
easat-7124	240	7	on	on	ADP
easat-7124	240	8	consideration	consideration	NOUN
easat-7124	240	9	of	of	ADP
easat-7124	240	10	the	the	DET
easat-7124	240	11	disclosure	disclosure	NOUN
easat-7124	240	12	information	information	NOUN
easat-7124	240	13	with	with	ADP
easat-7124	240	14	consideration	consideration	NOUN
easat-7124	240	15	of	of	ADP
easat-7124	240	16	the	the	DET
easat-7124	240	17	disclosure	disclosure	NOUN
easat-7124	240	18	information	information	NOUN
easat-7124	240	19	denoted	denote	VERB
easat-7124	240	20	as	as	ADP
easat-7124	240	21	n.	n.	NOUN
easat-7124	240	22	figure	figure	NOUN
easat-7124	240	23	5	5	NUM
easat-7124	240	24	.	.	PUNCT
easat-7124	241	1	distribution	distribution	NOUN
easat-7124	241	2	of	of	ADP
easat-7124	241	3	data	datum	NOUN
easat-7124	241	4	based	base	VERB
easat-7124	241	5	on	on	ADP
easat-7124	241	6	disclosure	disclosure	NOUN
easat-7124	241	7	.	.	PUNCT
easat-7124	242	1	in	in	ADP
easat-7124	242	2	figure	figure	NOUN
easat-7124	242	3	5	5	NUM
easat-7124	242	4	it	it	PRON
easat-7124	242	5	is	be	AUX
easat-7124	242	6	observed	observe	VERB
easat-7124	242	7	that	that	SCONJ
easat-7124	242	8	disclosure	disclosure	NOUN
easat-7124	242	9	information	information	NOUN
easat-7124	242	10	agree	agree	VERB
easat-7124	242	11	is	be	AUX
easat-7124	242	12	denoted	denote	VERB
easat-7124	242	13	as	as	ADP
easat-7124	242	14	a	a	PRON
easat-7124	242	15	and	and	CCONJ
easat-7124	242	16	disagree	disagree	VERB
easat-7124	242	17	with	with	ADP
easat-7124	242	18	disclosure	disclosure	NOUN
easat-7124	242	19	information	information	NOUN
easat-7124	242	20	is	be	AUX
easat-7124	242	21	represented	represent	VERB
easat-7124	242	22	as	as	ADP
easat-7124	242	23	b.	b.	PROPN
easat-7124	242	24	the	the	DET
easat-7124	242	25	analysis	analysis	NOUN
easat-7124	242	26	of	of	ADP
easat-7124	242	27	results	result	NOUN
easat-7124	242	28	expressed	express	VERB
easat-7124	242	29	that	that	SCONJ
easat-7124	242	30	the	the	DET
easat-7124	242	31	majority	majority	NOUN
easat-7124	242	32	of	of	ADP
easat-7124	242	33	customers	customer	NOUN
easat-7124	242	34	are	be	AUX
easat-7124	242	35	engaged	engage	VERB
easat-7124	242	36	in	in	ADP
easat-7124	242	37	loans	loan	NOUN
easat-7124	242	38	that	that	PRON
easat-7124	242	39	are	be	AUX
easat-7124	242	40	likely	likely	ADJ
easat-7124	242	41	with	with	ADP
easat-7124	242	42	the	the	DET
easat-7124	242	43	disclosure	disclosure	NOUN
easat-7124	242	44	information	information	NOUN
easat-7124	242	45	.	.	PUNCT
easat-7124	243	1	also	also	ADV
easat-7124	243	2	,	,	PUNCT
easat-7124	243	3	it	it	PRON
easat-7124	243	4	is	be	AUX
easat-7124	243	5	estimated	estimate	VERB
easat-7124	243	6	that	that	SCONJ
easat-7124	243	7	customers	customer	NOUN
easat-7124	243	8	who	who	PRON
easat-7124	243	9	are	be	AUX
easat-7124	243	10	young	young	ADJ
easat-7124	243	11	age	age	NOUN
easat-7124	243	12	and	and	CCONJ
easat-7124	243	13	have	have	VERB
easat-7124	243	14	higher	high	ADJ
easat-7124	243	15	educational	educational	ADJ
easat-7124	243	16	qualification	qualification	NOUN
easat-7124	243	17	levels	level	NOUN
easat-7124	243	18	are	be	AUX
easat-7124	243	19	actively	actively	ADV
easat-7124	243	20	engaged	engage	VERB
easat-7124	243	21	in	in	ADP
easat-7124	243	22	disclosure	disclosure	NOUN
easat-7124	243	23	information	information	NOUN
easat-7124	243	24	.	.	PUNCT
easat-7124	244	1	the	the	DET
easat-7124	244	2	customer	customer	NOUN
easat-7124	244	3	age	age	NOUN
easat-7124	244	4	is	be	AUX
easat-7124	244	5	classified	classify	VERB
easat-7124	244	6	into	into	ADP
easat-7124	244	7	four	four	NUM
easat-7124	244	8	categories	category	NOUN
easat-7124	244	9	such	such	ADJ
easat-7124	244	10	as	as	ADP
easat-7124	244	11	20	20	NUM
easat-7124	244	12	-	-	SYM
easat-7124	244	13	30	30	NUM
easat-7124	244	14	years	year	NOUN
easat-7124	244	15	,	,	PUNCT
easat-7124	244	16	30	30	NUM
easat-7124	244	17	–	–	SYM
easat-7124	244	18	40	40	NUM
easat-7124	244	19	years	year	NOUN
easat-7124	244	20	,	,	PUNCT
easat-7124	244	21	40	40	NUM
easat-7124	244	22	–	–	SYM
easat-7124	244	23	50	50	NUM
easat-7124	244	24	years	year	NOUN
easat-7124	244	25	and	and	CCONJ
easat-7124	244	26	over	over	ADP
easat-7124	244	27	50	50	NUM
easat-7124	244	28	years	year	NOUN
easat-7124	244	29	.	.	PUNCT
easat-7124	245	1	the	the	DET
easat-7124	245	2	estimated	estimate	VERB
easat-7124	245	3	ratio	ratio	NOUN
easat-7124	245	4	is	be	AUX
easat-7124	245	5	in	in	ADP
easat-7124	245	6	the	the	DET
easat-7124	245	7	range	range	NOUN
easat-7124	245	8	of	of	ADP
easat-7124	245	9	1:2:2	1:2:2	NUM
easat-7124	245	10	:	:	PUNCT
easat-7124	245	11	3:2	3:2	NUM
easat-7124	245	12	.	.	PUNCT
easat-7124	246	1	through	through	ADP
easat-7124	246	2	stratified	stratified	ADJ
easat-7124	246	3	sampling	sampling	NOUN
easat-7124	246	4	technique	technique	NOUN
easat-7124	246	5	the	the	DET
easat-7124	246	6	people	people	NOUN
easat-7124	246	7	in	in	ADP
easat-7124	246	8	each	each	DET
easat-7124	246	9	category	category	NOUN
easat-7124	246	10	of	of	ADP
easat-7124	246	11	age	age	NOUN
easat-7124	246	12	are	be	AUX
easat-7124	246	13	based	base	VERB
easat-7124	246	14	on	on	ADP
easat-7124	246	15	customer	customer	NOUN
easat-7124	246	16	interview	interview	NOUN
easat-7124	246	17	,	,	PUNCT
easat-7124	246	18	understanding	understanding	NOUN
easat-7124	246	19	and	and	CCONJ
easat-7124	246	20	communication	communication	NOUN
easat-7124	246	21	with	with	ADP
easat-7124	246	22	disclosure	disclosure	NOUN
easat-7124	246	23	of	of	ADP
easat-7124	246	24	the	the	DET
easat-7124	246	25	banking	banking	NOUN
easat-7124	246	26	services	service	NOUN
easat-7124	246	27	with	with	ADP
easat-7124	246	28	personal	personal	ADJ
easat-7124	246	29	information	information	NOUN
easat-7124	246	30	.	.	PUNCT
easat-7124	247	1	sampling	sample	VERB
easat-7124	247	2	is	be	AUX
easat-7124	247	3	highly	highly	ADV
easat-7124	247	4	beneficial	beneficial	ADJ
easat-7124	247	5	.	.	PUNCT
easat-7124	248	1	it	it	PRON
easat-7124	248	2	's	be	AUX
easat-7124	248	3	among	among	ADP
easat-7124	248	4	the	the	DET
easat-7124	248	5	most	most	ADV
easat-7124	248	6	important	important	ADJ
easat-7124	248	7	factors	factor	NOUN
easat-7124	248	8	in	in	ADP
easat-7124	248	9	deciding	decide	VERB
easat-7124	248	10	how	how	SCONJ
easat-7124	248	11	reliable	reliable	ADJ
easat-7124	248	12	your	your	PRON
easat-7124	248	13	research	research	NOUN
easat-7124	248	14	/	/	SYM
easat-7124	248	15	survey	survey	NOUN
easat-7124	248	16	findings	finding	NOUN
easat-7124	248	17	are	be	AUX
easat-7124	248	18	.	.	PUNCT
easat-7124	249	1	if	if	SCONJ
easat-7124	249	2	there	there	PRON
easat-7124	249	3	is	be	VERB
easat-7124	249	4	indeed	indeed	ADV
easat-7124	249	5	a	a	DET
easat-7124	249	6	problem	problem	NOUN
easat-7124	249	7	with	with	ADP
easat-7124	249	8	your	your	PRON
easat-7124	249	9	test	test	NOUN
easat-7124	249	10	,	,	PUNCT
easat-7124	249	11	it	it	PRON
easat-7124	249	12	will	will	AUX
easat-7124	249	13	be	be	AUX
easat-7124	249	14	noted	note	VERB
easat-7124	249	15	in	in	ADP
easat-7124	249	16	the	the	DET
easat-7124	249	17	final	final	ADJ
easat-7124	249	18	result	result	NOUN
easat-7124	249	19	.	.	PUNCT
easat-7124	250	1	the	the	DET
easat-7124	250	2	various	various	ADJ
easat-7124	250	3	types	type	NOUN
easat-7124	250	4	of	of	ADP
easat-7124	250	5	sampling	sample	VERB
easat-7124	250	6	techniques	technique	NOUN
easat-7124	250	7	are	be	AUX
easat-7124	250	8	random	random	ADJ
easat-7124	250	9	sampling	sampling	NOUN
easat-7124	250	10	,	,	PUNCT
easat-7124	250	11	stratified	stratified	ADJ
easat-7124	250	12	sampling	sampling	NOUN
easat-7124	250	13	,	,	PUNCT
easat-7124	250	14	and	and	CCONJ
easat-7124	250	15	cluster	cluster	NOUN
easat-7124	250	16	sampling	sampling	NOUN
easat-7124	250	17	.	.	PUNCT
easat-7124	251	1	secondly	secondly	ADV
easat-7124	251	2	,	,	PUNCT
easat-7124	251	3	the	the	DET
easat-7124	251	4	educational	educational	ADJ
easat-7124	251	5	qualification	qualification	NOUN
easat-7124	251	6	of	of	ADP
easat-7124	251	7	the	the	DET
easat-7124	251	8	customers	customer	NOUN
easat-7124	251	9	in	in	ADP
easat-7124	251	10	the	the	DET
easat-7124	251	11	banks	bank	NOUN
easat-7124	251	12	is	be	AUX
easat-7124	251	13	grouped	group	VERB
easat-7124	251	14	under	under	ADP
easat-7124	251	15	5	5	NUM
easat-7124	251	16	categories	category	NOUN
easat-7124	251	17	such	such	ADJ
easat-7124	251	18	as	as	ADP
easat-7124	251	19	junior	junior	ADJ
easat-7124	251	20	school	school	NOUN
easat-7124	251	21	,	,	PUNCT
easat-7124	251	22	high	high	ADJ
easat-7124	251	23	school	school	NOUN
easat-7124	251	24	,	,	PUNCT
easat-7124	251	25	undergraduate	undergraduate	NOUN
easat-7124	251	26	,	,	PUNCT
easat-7124	251	27	master	master	NOUN
easat-7124	251	28	,	,	PUNCT
easat-7124	251	29	and	and	CCONJ
easat-7124	251	30	doctorate	doctorate	NOUN
easat-7124	251	31	.	.	PUNCT
easat-7124	252	1	the	the	DET
easat-7124	252	2	estimated	estimate	VERB
easat-7124	252	3	ratio	ratio	NOUN
easat-7124	252	4	1216	1216	NUM
easat-7124	252	5	edelweiss	edelweiss	PROPN
easat-7124	252	6	applied	apply	VERB
easat-7124	252	7	science	science	NOUN
easat-7124	252	8	and	and	CCONJ
easat-7124	252	9	technology	technology	NOUN
easat-7124	252	10	issn	issn	PROPN
easat-7124	252	11	:	:	PUNCT
easat-7124	252	12	2576	2576	NUM
easat-7124	252	13	-	-	SYM
easat-7124	252	14	8484	8484	NUM
easat-7124	252	15	vol	vol	NOUN
easat-7124	252	16	.	.	PROPN
easat-7124	253	1	9	9	NUM
easat-7124	253	2	,	,	PUNCT
easat-7124	253	3	no	no	INTJ
easat-7124	253	4	.	.	NOUN
easat-7124	253	5	5	5	NUM
easat-7124	253	6	:	:	SYM
easat-7124	253	7	1204	1204	NUM
easat-7124	253	8	-	-	SYM
easat-7124	253	9	1220	1220	NUM
easat-7124	253	10	,	,	PUNCT
easat-7124	253	11	2025	2025	NUM
easat-7124	253	12	doi	doi	NOUN
easat-7124	253	13	:	:	PUNCT
easat-7124	253	14	10.55214/25768484.v9i5.7124	10.55214/25768484.v9i5.7124	PROPN
easat-7124	253	15	©	©	PROPN
easat-7124	253	16	2025	2025	NUM
easat-7124	253	17	by	by	ADP
easat-7124	253	18	the	the	DET
easat-7124	253	19	authors	author	NOUN
easat-7124	253	20	;	;	PUNCT
easat-7124	253	21	licensee	licensee	PROPN
easat-7124	253	22	learning	learn	VERB
easat-7124	253	23	gate	gate	NOUN
easat-7124	253	24	of	of	ADP
easat-7124	253	25	the	the	DET
easat-7124	253	26	customers	customer	NOUN
easat-7124	253	27	is	be	AUX
easat-7124	253	28	1:2:9	1:2:9	NUM
easat-7124	253	29	:	:	PUNCT
easat-7124	253	30	6:2	6:2	NUM
easat-7124	253	31	.	.	PUNCT
easat-7124	254	1	in	in	ADP
easat-7124	254	2	figure	figure	NOUN
easat-7124	254	3	6	6	NUM
easat-7124	254	4	and	and	CCONJ
easat-7124	254	5	figure	figure	VERB
easat-7124	254	6	7	7	NUM
easat-7124	254	7	presented	present	VERB
easat-7124	254	8	the	the	DET
easat-7124	254	9	collected	collect	VERB
easat-7124	254	10	information	information	NOUN
easat-7124	254	11	about	about	ADP
easat-7124	254	12	the	the	DET
easat-7124	254	13	age	age	NOUN
easat-7124	254	14	and	and	CCONJ
easat-7124	254	15	education	education	NOUN
easat-7124	254	16	of	of	ADP
easat-7124	254	17	the	the	DET
easat-7124	254	18	bank	bank	NOUN
easat-7124	254	19	customers	customer	NOUN
easat-7124	254	20	.	.	PUNCT
easat-7124	255	1	figure	figure	VERB
easat-7124	255	2	6	6	NUM
easat-7124	255	3	.	.	PUNCT
easat-7124	256	1	distribution	distribution	NOUN
easat-7124	256	2	of	of	ADP
easat-7124	256	3	age	age	NOUN
easat-7124	256	4	of	of	ADP
easat-7124	256	5	customers	customer	NOUN
easat-7124	256	6	.	.	PUNCT
easat-7124	257	1	figure	figure	VERB
easat-7124	257	2	7	7	NUM
easat-7124	257	3	.	.	PUNCT
easat-7124	258	1	distribution	distribution	NOUN
easat-7124	258	2	of	of	ADP
easat-7124	258	3	education	education	NOUN
easat-7124	258	4	level	level	NOUN
easat-7124	258	5	of	of	ADP
easat-7124	258	6	customers	customer	NOUN
easat-7124	258	7	.	.	PUNCT
easat-7124	259	1	it	it	PRON
easat-7124	259	2	is	be	AUX
easat-7124	259	3	estimated	estimate	VERB
easat-7124	259	4	that	that	SCONJ
easat-7124	259	5	the	the	DET
easat-7124	259	6	customers	customer	NOUN
easat-7124	259	7	’	’	PART
easat-7124	259	8	age	age	NOUN
easat-7124	259	9	and	and	CCONJ
easat-7124	259	10	educational	educational	ADJ
easat-7124	259	11	qualification	qualification	NOUN
easat-7124	259	12	are	be	AUX
easat-7124	259	13	more	more	ADV
easat-7124	259	14	likely	likely	ADJ
easat-7124	259	15	to	to	PART
easat-7124	259	16	agree	agree	VERB
easat-7124	259	17	with	with	ADP
easat-7124	259	18	the	the	DET
easat-7124	259	19	information	information	NOUN
easat-7124	259	20	disclosure	disclosure	NOUN
easat-7124	259	21	in	in	ADP
easat-7124	259	22	the	the	DET
easat-7124	259	23	banks	bank	NOUN
easat-7124	259	24	.	.	PUNCT
easat-7124	260	1	the	the	DET
easat-7124	260	2	data	data	PROPN
easat-7124	260	3	privacy	privacy	NOUN
easat-7124	260	4	scheme	scheme	NOUN
easat-7124	260	5	with	with	ADP
easat-7124	260	6	the	the	DET
easat-7124	260	7	nudge	nudge	VERB
easat-7124	260	8	-	-	PUNCT
easat-7124	260	9	based	base	VERB
easat-7124	260	10	collaborative	collaborative	ADJ
easat-7124	260	11	filtering	filtering	NOUN
easat-7124	260	12	concept	concept	NOUN
easat-7124	260	13	is	be	AUX
easat-7124	260	14	examined	examine	VERB
easat-7124	260	15	for	for	ADP
easat-7124	260	16	analysis	analysis	NOUN
easat-7124	260	17	.	.	PUNCT
easat-7124	261	1	the	the	DET
easat-7124	261	2	experimental	experimental	ADJ
easat-7124	261	3	analysis	analysis	NOUN
easat-7124	261	4	is	be	AUX
easat-7124	261	5	performed	perform	VERB
easat-7124	261	6	with	with	ADP
easat-7124	261	7	the	the	DET
easat-7124	261	8	bank	bank	NOUN
easat-7124	261	9	customers	customer	NOUN
easat-7124	261	10	concerning	concern	VERB
easat-7124	261	11	bank	bank	NOUN
easat-7124	261	12	environment	environment	NOUN
easat-7124	261	13	and	and	CCONJ
easat-7124	261	14	data	datum	NOUN
easat-7124	261	15	disclosure	disclosure	NOUN
easat-7124	261	16	scheme	scheme	NOUN
easat-7124	261	17	.	.	PUNCT
easat-7124	262	1	the	the	DET
easat-7124	262	2	dataset	dataset	NOUN
easat-7124	262	3	considered	consider	VERB
easat-7124	262	4	for	for	ADP
easat-7124	262	5	analysis	analysis	NOUN
easat-7124	262	6	is	be	AUX
easat-7124	262	7	20000	20000	NUM
easat-7124	262	8	with	with	ADP
easat-7124	262	9	attributes	attribute	NOUN
easat-7124	262	10	of	of	ADP
easat-7124	262	11	100	100	NUM
easat-7124	262	12	those	those	PRON
easat-7124	262	13	are	be	AUX
easat-7124	262	14	identified	identify	VERB
easat-7124	262	15	with	with	ADP
easat-7124	262	16	the	the	DET
easat-7124	262	17	determined	determined	ADJ
easat-7124	262	18	policies	policy	NOUN
easat-7124	262	19	and	and	CCONJ
easat-7124	262	20	records	record	NOUN
easat-7124	262	21	with	with	ADP
easat-7124	262	22	a	a	DET
easat-7124	262	23	data	data	NOUN
easat-7124	262	24	item	item	NOUN
easat-7124	262	25	of	of	ADP
easat-7124	262	26	450	450	NUM
easat-7124	262	27	.	.	PUNCT
easat-7124	263	1	the	the	DET
easat-7124	263	2	ratio	ratio	NOUN
easat-7124	263	3	of	of	ADP
easat-7124	263	4	the	the	DET
easat-7124	263	5	training	training	NOUN
easat-7124	263	6	and	and	CCONJ
easat-7124	263	7	testing	testing	NOUN
easat-7124	263	8	set	set	VERB
easat-7124	263	9	validation	validation	NOUN
easat-7124	263	10	is	be	AUX
easat-7124	263	11	4:1	4:1	NUM
easat-7124	263	12	with	with	ADP
easat-7124	263	13	an	an	DET
easat-7124	263	14	estimation	estimation	NOUN
easat-7124	263	15	of	of	ADP
easat-7124	263	16	precision	precision	NOUN
easat-7124	263	17	,	,	PUNCT
easat-7124	263	18	improved	improved	ADJ
easat-7124	263	19	precision	precision	NOUN
easat-7124	263	20	,	,	PUNCT
easat-7124	263	21	and	and	CCONJ
easat-7124	263	22	recall	recall	NOUN
easat-7124	263	23	.	.	PUNCT
easat-7124	264	1	in	in	ADP
easat-7124	264	2	table	table	NOUN
easat-7124	264	3	1	1	NUM
easat-7124	264	4	model	model	NOUN
easat-7124	264	5	performance	performance	NOUN
easat-7124	264	6	and	and	CCONJ
easat-7124	264	7	its	its	PRON
easat-7124	264	8	results	result	NOUN
easat-7124	264	9	are	be	AUX
easat-7124	264	10	presented	present	VERB
easat-7124	264	11	.	.	PUNCT
easat-7124	265	1	1217	1217	NUM
easat-7124	265	2	edelweiss	edelweiss	PROPN
easat-7124	265	3	applied	apply	VERB
easat-7124	265	4	science	science	NOUN
easat-7124	265	5	and	and	CCONJ
easat-7124	265	6	technology	technology	NOUN
easat-7124	265	7	issn	issn	PROPN
easat-7124	265	8	:	:	PUNCT
easat-7124	265	9	2576	2576	NUM
easat-7124	265	10	-	-	SYM
easat-7124	265	11	8484	8484	NUM
easat-7124	265	12	vol	vol	NOUN
easat-7124	265	13	.	.	PROPN
easat-7124	266	1	9	9	NUM
easat-7124	266	2	,	,	PUNCT
easat-7124	266	3	no	no	INTJ
easat-7124	266	4	.	.	NOUN
easat-7124	266	5	5	5	NUM
easat-7124	266	6	:	:	SYM
easat-7124	266	7	1204	1204	NUM
easat-7124	266	8	-	-	SYM
easat-7124	266	9	1220	1220	NUM
easat-7124	266	10	,	,	PUNCT
easat-7124	266	11	2025	2025	NUM
easat-7124	266	12	doi	doi	NOUN
easat-7124	266	13	:	:	PUNCT
easat-7124	266	14	10.55214/25768484.v9i5.7124	10.55214/25768484.v9i5.7124	PROPN
easat-7124	266	15	©	©	PROPN
easat-7124	266	16	2025	2025	NUM
easat-7124	266	17	by	by	ADP
easat-7124	266	18	the	the	DET
easat-7124	266	19	authors	author	NOUN
easat-7124	266	20	;	;	PUNCT
easat-7124	267	1	licensee	licensee	PROPN
easat-7124	267	2	learning	learn	VERB
easat-7124	267	3	gate	gate	NOUN
easat-7124	267	4	table	table	NOUN
easat-7124	267	5	1	1	NUM
easat-7124	267	6	.	.	PUNCT
easat-7124	267	7	results	result	NOUN
easat-7124	267	8	for	for	ADP
easat-7124	267	9	security	security	NOUN
easat-7124	267	10	models	model	NOUN
easat-7124	267	11	.	.	PUNCT
easat-7124	268	1	parameters	parameter	NOUN
easat-7124	268	2	measured	measure	VERB
easat-7124	268	3	values	value	NOUN
easat-7124	268	4	precision	precision	VERB
easat-7124	268	5	82	82	NUM
easat-7124	268	6	%	%	NOUN
easat-7124	268	7	improved	improve	VERB
easat-7124	268	8	precision	precision	NOUN
easat-7124	268	9	99	99	NUM
easat-7124	268	10	%	%	NOUN
easat-7124	268	11	recall	recall	NOUN
easat-7124	268	12	23	23	NUM
easat-7124	268	13	%	%	NOUN
easat-7124	268	14	the	the	DET
easat-7124	268	15	experimental	experimental	ADJ
easat-7124	268	16	analysis	analysis	NOUN
easat-7124	268	17	exhibited	exhibit	VERB
easat-7124	268	18	that	that	SCONJ
easat-7124	268	19	the	the	DET
easat-7124	268	20	estimated	estimate	VERB
easat-7124	268	21	precision	precision	NOUN
easat-7124	268	22	is	be	AUX
easat-7124	268	23	significantly	significantly	ADV
easat-7124	268	24	high	high	ADJ
easat-7124	268	25	and	and	CCONJ
easat-7124	268	26	the	the	DET
easat-7124	268	27	scheme	scheme	NOUN
easat-7124	268	28	is	be	AUX
easat-7124	268	29	calculated	calculate	VERB
easat-7124	268	30	appropriately	appropriately	ADV
easat-7124	268	31	.	.	PUNCT
easat-7124	269	1	however	however	ADV
easat-7124	269	2	,	,	PUNCT
easat-7124	269	3	the	the	DET
easat-7124	269	4	estimated	estimate	VERB
easat-7124	269	5	recall	recall	NOUN
easat-7124	269	6	is	be	AUX
easat-7124	269	7	significantly	significantly	ADV
easat-7124	269	8	low	low	ADJ
easat-7124	269	9	with	with	ADP
easat-7124	269	10	the	the	DET
easat-7124	269	11	guaranteed	guarantee	VERB
easat-7124	269	12	data	data	NOUN
easat-7124	269	13	policy	policy	NOUN
easat-7124	269	14	and	and	CCONJ
easat-7124	269	15	security	security	NOUN
easat-7124	269	16	for	for	ADP
easat-7124	269	17	the	the	DET
easat-7124	269	18	customer	customer	NOUN
easat-7124	269	19	data	datum	NOUN
easat-7124	269	20	with	with	ADP
easat-7124	269	21	the	the	DET
easat-7124	269	22	nudging	nudge	VERB
easat-7124	269	23	operation	operation	NOUN
easat-7124	269	24	in	in	ADP
easat-7124	269	25	the	the	DET
easat-7124	269	26	homomorphic	homomorphic	ADJ
easat-7124	269	27	scheme	scheme	NOUN
easat-7124	269	28	for	for	ADP
easat-7124	269	29	improved	improved	ADJ
easat-7124	269	30	security	security	NOUN
easat-7124	269	31	.	.	PUNCT
easat-7124	270	1	in	in	ADP
easat-7124	270	2	figure	figure	NOUN
easat-7124	270	3	8	8	NUM
easat-7124	270	4	under	under	ADP
easat-7124	270	5	different	different	ADJ
easat-7124	270	6	scenarios	scenario	NOUN
easat-7124	270	7	,	,	PUNCT
easat-7124	270	8	the	the	DET
easat-7124	270	9	estimated	estimate	VERB
easat-7124	270	10	throughput	throughput	NOUN
easat-7124	270	11	for	for	ADP
easat-7124	270	12	the	the	DET
easat-7124	270	13	blockchain	blockchain	PROPN
easat-7124	270	14	under	under	ADP
easat-7124	270	15	different	different	ADJ
easat-7124	270	16	scenarios	scenario	NOUN
easat-7124	270	17	and	and	CCONJ
easat-7124	270	18	nodes	node	NOUN
easat-7124	270	19	in	in	ADP
easat-7124	270	20	the	the	DET
easat-7124	270	21	pc	pc	NOUN
easat-7124	270	22	is	be	AUX
easat-7124	270	23	presented	present	VERB
easat-7124	270	24	along	along	ADP
easat-7124	270	25	with	with	ADP
easat-7124	270	26	the	the	DET
easat-7124	270	27	quad	quad	ADJ
easat-7124	270	28	-	-	PUNCT
easat-7124	270	29	core	core	NOUN
easat-7124	270	30	cpu	cpu	NOUN
easat-7124	270	31	with	with	ADP
easat-7124	270	32	the	the	DET
easat-7124	270	33	8	8	NUM
easat-7124	270	34	gb	gb	NOUN
easat-7124	270	35	memory	memory	NOUN
easat-7124	270	36	operation	operation	NOUN
easat-7124	270	37	with	with	ADP
easat-7124	270	38	the	the	DET
easat-7124	270	39	transaction	transaction	NOUN
easat-7124	270	40	per	per	ADP
easat-7124	270	41	second	second	ADJ
easat-7124	270	42	(	(	PUNCT
easat-7124	270	43	tps	tps	NOUN
easat-7124	270	44	)	)	PUNCT
easat-7124	270	45	as	as	ADP
easat-7124	270	46	performance	performance	NOUN
easat-7124	270	47	metrics	metric	NOUN
easat-7124	270	48	.	.	PUNCT
easat-7124	271	1	the	the	DET
easat-7124	271	2	number	number	NOUN
easat-7124	271	3	of	of	ADP
easat-7124	271	4	simultaneous	simultaneous	ADJ
easat-7124	271	5	operations	operation	NOUN
easat-7124	271	6	performed	perform	VERB
easat-7124	271	7	by	by	ADP
easat-7124	271	8	a	a	DET
easat-7124	271	9	certain	certain	ADJ
easat-7124	271	10	person	person	NOUN
easat-7124	271	11	every	every	DET
easat-7124	271	12	minute	minute	NOUN
easat-7124	271	13	is	be	AUX
easat-7124	271	14	known	know	VERB
easat-7124	271	15	as	as	ADP
easat-7124	271	16	transactions	transaction	NOUN
easat-7124	271	17	per	per	ADP
easat-7124	271	18	second	second	ADJ
easat-7124	271	19	(	(	PUNCT
easat-7124	271	20	tps	tps	NOUN
easat-7124	271	21	)	)	PUNCT
easat-7124	271	22	.	.	PUNCT
easat-7124	272	1	the	the	DET
easat-7124	272	2	volume	volume	NOUN
easat-7124	272	3	of	of	ADP
easat-7124	272	4	transactions	transaction	NOUN
easat-7124	272	5	per	per	ADP
easat-7124	272	6	second	second	ADJ
easat-7124	272	7	refers	refer	VERB
easat-7124	272	8	to	to	ADP
easat-7124	272	9	how	how	SCONJ
easat-7124	272	10	often	often	ADV
easat-7124	272	11	transactions	transaction	VERB
easat-7124	272	12	a	a	DET
easat-7124	272	13	network	network	NOUN
easat-7124	272	14	can	can	AUX
easat-7124	272	15	handle	handle	VERB
easat-7124	272	16	per	per	ADP
easat-7124	272	17	second	second	NOUN
easat-7124	272	18	.	.	PUNCT
easat-7124	273	1	the	the	DET
easat-7124	273	2	bitcoin	bitcoin	PROPN
easat-7124	273	3	blockchain	blockchain	PROPN
easat-7124	273	4	’s	’s	PART
easat-7124	273	5	median	median	PROPN
easat-7124	273	6	tps	tps	NOUN
easat-7124	273	7	is	be	AUX
easat-7124	273	8	around	around	ADV
easat-7124	273	9	5	5	NUM
easat-7124	273	10	albeit	albeit	SCONJ
easat-7124	273	11	this	this	DET
easat-7124	273	12	changes	change	NOUN
easat-7124	273	13	from	from	ADP
easat-7124	273	14	time	time	NOUN
easat-7124	273	15	to	to	ADP
easat-7124	273	16	time	time	NOUN
easat-7124	273	17	.	.	PUNCT
easat-7124	274	1	it	it	PRON
easat-7124	274	2	is	be	AUX
easat-7124	274	3	estimated	estimate	VERB
easat-7124	274	4	that	that	SCONJ
easat-7124	274	5	the	the	DET
easat-7124	274	6	higher	high	ADJ
easat-7124	274	7	tps	tps	NOUN
easat-7124	274	8	has	have	VERB
easat-7124	274	9	the	the	DET
easat-7124	274	10	significant	significant	ADJ
easat-7124	274	11	blockchain	blockchain	NOUN
easat-7124	274	12	capability	capability	NOUN
easat-7124	274	13	those	those	PRON
easat-7124	274	14	need	need	VERB
easat-7124	274	15	for	for	ADP
easat-7124	274	16	data	datum	NOUN
easat-7124	274	17	on	on	ADP
easat-7124	274	18	and	and	CCONJ
easat-7124	274	19	off	off	ADP
easat-7124	274	20	-	-	PUNCT
easat-7124	274	21	chain	chain	NOUN
easat-7124	274	22	.	.	PUNCT
easat-7124	275	1	the	the	DET
easat-7124	275	2	average	average	ADJ
easat-7124	275	3	transaction	transaction	NOUN
easat-7124	275	4	for	for	ADP
easat-7124	275	5	the	the	DET
easat-7124	275	6	bank	bank	NOUN
easat-7124	275	7	transaction	transaction	NOUN
easat-7124	275	8	is	be	AUX
easat-7124	275	9	estimated	estimate	VERB
easat-7124	275	10	as	as	ADP
easat-7124	275	11	1000	1000	NUM
easat-7124	275	12	per	per	ADP
easat-7124	275	13	second	second	NOUN
easat-7124	275	14	.	.	PUNCT
easat-7124	276	1	hence	hence	ADV
easat-7124	276	2	,	,	PUNCT
easat-7124	276	3	the	the	DET
easat-7124	276	4	developed	develop	VERB
easat-7124	276	5	model	model	NOUN
easat-7124	276	6	performs	perform	VERB
easat-7124	276	7	effectively	effectively	ADV
easat-7124	276	8	in	in	ADP
easat-7124	276	9	the	the	DET
easat-7124	276	10	banking	banking	NOUN
easat-7124	276	11	scenario	scenario	NOUN
easat-7124	276	12	.	.	PUNCT
easat-7124	277	1	in	in	ADP
easat-7124	277	2	figure	figure	NOUN
easat-7124	277	3	8	8	NUM
easat-7124	277	4	estimated	estimate	VERB
easat-7124	277	5	tps	tps	NOUN
easat-7124	277	6	for	for	ADP
easat-7124	277	7	varying	vary	VERB
easat-7124	277	8	numbers	number	NOUN
easat-7124	277	9	of	of	ADP
easat-7124	277	10	nodes	node	NOUN
easat-7124	277	11	are	be	AUX
easat-7124	277	12	presented	present	VERB
easat-7124	277	13	.	.	PUNCT
easat-7124	278	1	figure	figure	VERB
easat-7124	278	2	8	8	NUM
easat-7124	278	3	.	.	PUNCT
easat-7124	279	1	estimation	estimation	NOUN
easat-7124	279	2	of	of	ADP
easat-7124	279	3	the	the	DET
easat-7124	279	4	tps	tps	NOUN
easat-7124	279	5	.	.	PUNCT
easat-7124	280	1	the	the	DET
easat-7124	280	2	estimated	estimate	VERB
easat-7124	280	3	fault	fault	NOUN
easat-7124	280	4	tolerance	tolerance	NOUN
easat-7124	280	5	is	be	AUX
easat-7124	280	6	computed	compute	VERB
easat-7124	280	7	for	for	ADP
easat-7124	280	8	the	the	DET
easat-7124	280	9	blockchain	blockchain	PROPN
easat-7124	280	10	system	system	NOUN
easat-7124	280	11	with	with	ADP
easat-7124	280	12	different	different	ADJ
easat-7124	280	13	experimental	experimental	ADJ
easat-7124	280	14	iterations	iteration	NOUN
easat-7124	280	15	.	.	PUNCT
easat-7124	281	1	fault	fault	VERB
easat-7124	281	2	tolerance	tolerance	NOUN
easat-7124	281	3	relates	relate	VERB
easat-7124	281	4	to	to	ADP
easat-7124	281	5	a	a	DET
easat-7124	281	6	company	company	NOUN
easat-7124	281	7	's	's	PART
easat-7124	281	8	ability	ability	NOUN
easat-7124	281	9	to	to	PART
easat-7124	281	10	keep	keep	VERB
easat-7124	281	11	on	on	ADP
easat-7124	281	12	running	run	VERB
easat-7124	281	13	even	even	ADV
easat-7124	281	14	if	if	SCONJ
easat-7124	281	15	a	a	DET
easat-7124	281	16	tiny	tiny	ADJ
easat-7124	281	17	portion	portion	NOUN
easat-7124	281	18	of	of	ADP
easat-7124	281	19	its	its	PRON
easat-7124	281	20	hardware	hardware	NOUN
easat-7124	281	21	and/or	and/or	CCONJ
easat-7124	281	22	software	software	NOUN
easat-7124	281	23	fails	fail	VERB
easat-7124	281	24	.	.	PUNCT
easat-7124	282	1	as	as	ADP
easat-7124	282	2	a	a	DET
easat-7124	282	3	consequence	consequence	NOUN
easat-7124	282	4	,	,	PUNCT
easat-7124	282	5	the	the	DET
easat-7124	282	6	system	system	NOUN
easat-7124	282	7	designer	designer	NOUN
easat-7124	282	8	's	's	PART
easat-7124	282	9	goal	goal	NOUN
easat-7124	282	10	is	be	AUX
easat-7124	282	11	to	to	PART
easat-7124	282	12	ensure	ensure	VERB
easat-7124	282	13	that	that	SCONJ
easat-7124	282	14	the	the	DET
easat-7124	282	15	risk	risk	NOUN
easat-7124	282	16	of	of	ADP
easat-7124	282	17	system	system	NOUN
easat-7124	282	18	crashes	crash	NOUN
easat-7124	282	19	is	be	AUX
easat-7124	282	20	as	as	ADV
easat-7124	282	21	low	low	ADJ
easat-7124	282	22	as	as	ADP
easat-7124	282	23	possible	possible	ADJ
easat-7124	282	24	.	.	PUNCT
easat-7124	283	1	in	in	ADP
easat-7124	283	2	the	the	DET
easat-7124	283	3	experimental	experimental	ADJ
easat-7124	283	4	analysis	analysis	NOUN
easat-7124	283	5	four	four	NUM
easat-7124	283	6	nodes	node	NOUN
easat-7124	283	7	varying	vary	VERB
easat-7124	283	8	numbers	number	NOUN
easat-7124	283	9	of	of	ADP
easat-7124	283	10	nodes	node	NOUN
easat-7124	283	11	are	be	AUX
easat-7124	283	12	engaged	engage	VERB
easat-7124	283	13	for	for	ADP
easat-7124	283	14	computation	computation	NOUN
easat-7124	283	15	of	of	ADP
easat-7124	283	16	the	the	DET
easat-7124	283	17	performance	performance	NOUN
easat-7124	283	18	of	of	ADP
easat-7124	283	19	the	the	DET
easat-7124	283	20	blockchain	blockchain	PROPN
easat-7124	283	21	security	security	NOUN
easat-7124	283	22	scheme	scheme	NOUN
easat-7124	283	23	.	.	PUNCT
easat-7124	284	1	the	the	DET
easat-7124	284	2	legal	legal	ADJ
easat-7124	284	3	transfer	transfer	NOUN
easat-7124	284	4	for	for	ADP
easat-7124	284	5	transactions	transaction	NOUN
easat-7124	284	6	in	in	ADP
easat-7124	284	7	the	the	DET
easat-7124	284	8	banking	banking	NOUN
easat-7124	284	9	system	system	NOUN
easat-7124	284	10	exhibits	exhibit	VERB
easat-7124	284	11	a	a	DET
easat-7124	284	12	normal	normal	ADJ
easat-7124	284	13	process	process	NOUN
easat-7124	284	14	.	.	PUNCT
easat-7124	285	1	in	in	ADP
easat-7124	285	2	the	the	DET
easat-7124	285	3	software	software	NOUN
easat-7124	285	4	environment	environment	NOUN
easat-7124	285	5	.	.	PUNCT
easat-7124	286	1	the	the	DET
easat-7124	286	2	steps	step	NOUN
easat-7124	286	3	in	in	ADP
easat-7124	286	4	the	the	DET
easat-7124	286	5	blockchain	blockchain	PROPN
easat-7124	286	6	security	security	NOUN
easat-7124	286	7	are	be	AUX
easat-7124	286	8	listed	list	VERB
easat-7124	286	9	as	as	SCONJ
easat-7124	286	10	follows	follow	VERB
easat-7124	286	11	:	:	PUNCT
easat-7124	286	12	1	1	X
easat-7124	286	13	.	.	X
easat-7124	286	14	create	create	VERB
easat-7124	286	15	an	an	DET
easat-7124	286	16	account	account	NOUN
easat-7124	286	17	for	for	ADP
easat-7124	286	18	blockchain	blockchain	PROPN
easat-7124	286	19	security	security	NOUN
easat-7124	286	20	and	and	CCONJ
easat-7124	286	21	request	request	NOUN
easat-7124	286	22	for	for	ADP
easat-7124	286	23	permission	permission	NOUN
easat-7124	286	24	operation	operation	NOUN
easat-7124	286	25	in	in	ADP
easat-7124	286	26	the	the	DET
easat-7124	286	27	account	account	NOUN
easat-7124	286	28	2	2	NUM
easat-7124	286	29	.	.	PUNCT
easat-7124	287	1	use	use	VERB
easat-7124	287	2	the	the	DET
easat-7124	287	3	account	account	NOUN
easat-7124	287	4	to	to	PART
easat-7124	287	5	conduct	conduct	VERB
easat-7124	287	6	the	the	DET
easat-7124	287	7	query	query	NOUN
easat-7124	287	8	operation	operation	NOUN
easat-7124	287	9	in	in	ADP
easat-7124	287	10	the	the	DET
easat-7124	287	11	successful	successful	ADJ
easat-7124	287	12	operation	operation	NOUN
easat-7124	287	13	.	.	PUNCT
easat-7124	288	1	1218	1218	NUM
easat-7124	288	2	edelweiss	edelweiss	PROPN
easat-7124	288	3	applied	apply	VERB
easat-7124	288	4	science	science	NOUN
easat-7124	288	5	and	and	CCONJ
easat-7124	288	6	technology	technology	NOUN
easat-7124	288	7	issn	issn	PROPN
easat-7124	288	8	:	:	PUNCT
easat-7124	288	9	2576	2576	NUM
easat-7124	288	10	-	-	SYM
easat-7124	288	11	8484	8484	NUM
easat-7124	288	12	vol	vol	NOUN
easat-7124	288	13	.	.	PROPN
easat-7124	289	1	9	9	NUM
easat-7124	289	2	,	,	PUNCT
easat-7124	289	3	no	no	INTJ
easat-7124	289	4	.	.	NOUN
easat-7124	289	5	5	5	NUM
easat-7124	289	6	:	:	SYM
easat-7124	289	7	1204	1204	NUM
easat-7124	289	8	-	-	SYM
easat-7124	289	9	1220	1220	NUM
easat-7124	289	10	,	,	PUNCT
easat-7124	289	11	2025	2025	NUM
easat-7124	289	12	doi	doi	NOUN
easat-7124	289	13	:	:	PUNCT
easat-7124	289	14	10.55214/25768484.v9i5.7124	10.55214/25768484.v9i5.7124	PROPN
easat-7124	289	15	©	©	PROPN
easat-7124	289	16	2025	2025	NUM
easat-7124	289	17	by	by	ADP
easat-7124	289	18	the	the	DET
easat-7124	289	19	authors	author	NOUN
easat-7124	289	20	;	;	PUNCT
easat-7124	289	21	licensee	licensee	PROPN
easat-7124	289	22	learning	learning	NOUN
easat-7124	289	23	gate	gate	NOUN
easat-7124	289	24	3	3	NUM
easat-7124	289	25	.	.	PUNCT
easat-7124	289	26	compute	compute	VERB
easat-7124	289	27	the	the	DET
easat-7124	289	28	permission	permission	NOUN
easat-7124	289	29	query	query	NOUN
easat-7124	289	30	in	in	ADP
easat-7124	289	31	the	the	DET
easat-7124	289	32	null	null	ADJ
easat-7124	289	33	account	account	NOUN
easat-7124	289	34	4	4	NUM
easat-7124	289	35	.	.	PUNCT
easat-7124	289	36	utilize	utilize	VERB
easat-7124	289	37	the	the	DET
easat-7124	289	38	account	account	NOUN
easat-7124	289	39	to	to	PART
easat-7124	289	40	operate	operate	VERB
easat-7124	289	41	the	the	DET
easat-7124	289	42	query	query	NOUN
easat-7124	289	43	the	the	DET
easat-7124	289	44	permission	permission	NOUN
easat-7124	289	45	query	query	NOUN
easat-7124	289	46	fails	fail	VERB
easat-7124	289	47	without	without	ADP
easat-7124	289	48	any	any	DET
easat-7124	289	49	permission	permission	NOUN
easat-7124	289	50	in	in	ADP
easat-7124	289	51	which	which	PRON
easat-7124	289	52	private	private	ADJ
easat-7124	289	53	information	information	NOUN
easat-7124	289	54	is	be	AUX
easat-7124	289	55	encrypted	encrypt	VERB
easat-7124	289	56	and	and	CCONJ
easat-7124	289	57	tested	test	VERB
easat-7124	289	58	with	with	ADP
easat-7124	289	59	the	the	DET
easat-7124	289	60	blockchain	blockchain	PROPN
easat-7124	289	61	information	information	NOUN
easat-7124	289	62	is	be	AUX
easat-7124	289	63	presented	present	VERB
easat-7124	289	64	as	as	SCONJ
easat-7124	289	65	follows	follow	VERB
easat-7124	289	66	:	:	PUNCT
easat-7124	289	67	1	1	X
easat-7124	289	68	.	.	X
easat-7124	289	69	create	create	VERB
easat-7124	289	70	an	an	DET
easat-7124	289	71	account	account	NOUN
easat-7124	289	72	for	for	ADP
easat-7124	289	73	blockchain	blockchain	PROPN
easat-7124	289	74	2	2	NUM
easat-7124	289	75	.	.	PUNCT
easat-7124	290	1	with	with	ADP
easat-7124	290	2	open	open	ADJ
easat-7124	290	3	ssl	ssl	PROPN
easat-7124	290	4	private	private	ADJ
easat-7124	290	5	data	datum	NOUN
easat-7124	290	6	is	be	AUX
easat-7124	290	7	encrypted	encrypt	VERB
easat-7124	290	8	.	.	PUNCT
easat-7124	291	1	3	3	X
easat-7124	291	2	.	.	NOUN
easat-7124	291	3	view	view	NOUN
easat-7124	291	4	and	and	CCONJ
easat-7124	291	5	estimate	estimate	VERB
easat-7124	291	6	the	the	DET
easat-7124	291	7	cipher	cipher	ADJ
easat-7124	291	8	text	text	NOUN
easat-7124	291	9	of	of	ADP
easat-7124	291	10	the	the	DET
easat-7124	291	11	data	datum	NOUN
easat-7124	291	12	4	4	NUM
easat-7124	291	13	.	.	PUNCT
easat-7124	291	14	with	with	ADP
easat-7124	291	15	open	open	ADJ
easat-7124	291	16	ssl	ssl	PROPN
easat-7124	291	17	cipher	cipher	ADJ
easat-7124	291	18	text	text	NOUN
easat-7124	291	19	will	will	AUX
easat-7124	291	20	be	be	AUX
easat-7124	291	21	decrypted	decrypt	VERB
easat-7124	291	22	the	the	DET
easat-7124	291	23	operation	operation	NOUN
easat-7124	291	24	is	be	AUX
easat-7124	291	25	implemented	implement	VERB
easat-7124	291	26	prior	prior	ADV
easat-7124	291	27	to	to	ADP
easat-7124	291	28	the	the	DET
easat-7124	291	29	computation	computation	NOUN
easat-7124	291	30	of	of	ADP
easat-7124	291	31	the	the	DET
easat-7124	291	32	original	original	ADJ
easat-7124	291	33	data	datum	NOUN
easat-7124	291	34	decryption	decryption	NOUN
easat-7124	291	35	.	.	PUNCT
easat-7124	292	1	figure	figure	NOUN
easat-7124	292	2	9	9	NUM
easat-7124	292	3	.	.	PUNCT
easat-7124	292	4	encryption	encryption	NOUN
easat-7124	292	5	and	and	CCONJ
easat-7124	292	6	decryption	decryption	NOUN
easat-7124	292	7	in	in	ADP
easat-7124	292	8	blockchain	blockchain	PROPN
easat-7124	292	9	.	.	PUNCT
easat-7124	293	1	with	with	ADP
easat-7124	293	2	the	the	DET
easat-7124	293	3	estimation	estimation	NOUN
easat-7124	293	4	of	of	ADP
easat-7124	293	5	the	the	DET
easat-7124	293	6	blockchain	blockchain	PROPN
easat-7124	293	7	based	base	VERB
easat-7124	293	8	cryptography	cryptography	NOUN
easat-7124	293	9	process	process	NOUN
easat-7124	293	10	data	datum	NOUN
easat-7124	293	11	were	be	AUX
easat-7124	293	12	encrypted	encrypt	VERB
easat-7124	293	13	and	and	CCONJ
easat-7124	293	14	decrypted	decrypt	VERB
easat-7124	293	15	for	for	ADP
easat-7124	293	16	the	the	DET
easat-7124	293	17	security	security	NOUN
easat-7124	293	18	purpose	purpose	NOUN
easat-7124	293	19	.	.	PUNCT
easat-7124	294	1	the	the	DET
easat-7124	294	2	estimation	estimation	NOUN
easat-7124	294	3	is	be	AUX
easat-7124	294	4	based	base	VERB
easat-7124	294	5	on	on	ADP
easat-7124	294	6	the	the	DET
easat-7124	294	7	consideration	consideration	NOUN
easat-7124	294	8	of	of	ADP
easat-7124	294	9	data	datum	NOUN
easat-7124	294	10	authentication	authentication	NOUN
easat-7124	294	11	and	and	CCONJ
easat-7124	294	12	verification	verification	NOUN
easat-7124	294	13	.	.	PUNCT
easat-7124	295	1	the	the	DET
easat-7124	295	2	analysis	analysis	NOUN
easat-7124	295	3	expressed	express	VERB
easat-7124	295	4	that	that	SCONJ
easat-7124	295	5	the	the	DET
easat-7124	295	6	proposed	propose	VERB
easat-7124	295	7	scheme	scheme	NOUN
easat-7124	295	8	is	be	AUX
easat-7124	295	9	effective	effective	ADJ
easat-7124	295	10	for	for	ADP
easat-7124	295	11	processing	process	VERB
easat-7124	295	12	the	the	DET
easat-7124	295	13	information	information	NOUN
easat-7124	295	14	of	of	ADP
easat-7124	295	15	the	the	DET
easat-7124	295	16	users	user	NOUN
easat-7124	295	17	in	in	ADP
easat-7124	295	18	the	the	DET
easat-7124	295	19	secure	secure	ADJ
easat-7124	295	20	model	model	NOUN
easat-7124	295	21	.	.	PUNCT
easat-7124	296	1	5	5	X
easat-7124	296	2	.	.	X
easat-7124	296	3	conclusion	conclusion	NOUN
easat-7124	296	4	in	in	ADP
easat-7124	296	5	open	open	ADJ
easat-7124	296	6	banking	banking	NOUN
easat-7124	296	7	customer	customer	NOUN
easat-7124	296	8	data	data	PROPN
easat-7124	296	9	privacy	privacy	NOUN
easat-7124	296	10	management	management	NOUN
easat-7124	296	11	is	be	AUX
easat-7124	296	12	considered	consider	VERB
easat-7124	296	13	an	an	DET
easat-7124	296	14	important	important	ADJ
easat-7124	296	15	component	component	NOUN
easat-7124	296	16	.	.	PUNCT
easat-7124	297	1	however	however	ADV
easat-7124	297	2	,	,	PUNCT
easat-7124	297	3	based	base	VERB
easat-7124	297	4	on	on	ADP
easat-7124	297	5	the	the	DET
easat-7124	297	6	customer	customer	NOUN
easat-7124	297	7	rights	right	NOUN
easat-7124	297	8	and	and	CCONJ
easat-7124	297	9	profile	profile	NOUN
easat-7124	297	10	of	of	ADP
easat-7124	297	11	customers	customer	NOUN
easat-7124	297	12	is	be	AUX
easat-7124	297	13	challenging	challenge	VERB
easat-7124	297	14	due	due	ADJ
easat-7124	297	15	to	to	ADP
easat-7124	297	16	security	security	NOUN
easat-7124	297	17	concerns	concern	NOUN
easat-7124	297	18	.	.	PUNCT
easat-7124	298	1	in	in	ADP
easat-7124	298	2	this	this	DET
easat-7124	298	3	paper	paper	NOUN
easat-7124	298	4	developed	develop	VERB
easat-7124	298	5	a	a	DET
easat-7124	298	6	data	data	NOUN
easat-7124	298	7	privacy	privacy	NOUN
easat-7124	298	8	management	management	NOUN
easat-7124	298	9	scheme	scheme	NOUN
easat-7124	298	10	in	in	ADP
easat-7124	298	11	blockchain	blockchain	PROPN
easat-7124	298	12	framework	framework	NOUN
easat-7124	298	13	management	management	NOUN
easat-7124	298	14	framework	framework	NOUN
easat-7124	298	15	with	with	ADP
easat-7124	298	16	consideration	consideration	NOUN
easat-7124	298	17	of	of	ADP
easat-7124	298	18	bank	bank	NOUN
easat-7124	298	19	characteristics	characteristic	NOUN
easat-7124	298	20	.	.	PUNCT
easat-7124	299	1	the	the	DET
easat-7124	299	2	proposed	propose	VERB
easat-7124	299	3	scheme	scheme	NOUN
easat-7124	299	4	consists	consist	VERB
easat-7124	299	5	of	of	ADP
easat-7124	299	6	the	the	DET
easat-7124	299	7	homomorphic	homomorphic	ADV
easat-7124	299	8	-	-	PUNCT
easat-7124	299	9	based	base	VERB
easat-7124	299	10	customer	customer	NOUN
easat-7124	299	11	strategy	strategy	NOUN
easat-7124	299	12	model	model	NOUN
easat-7124	299	13	integrated	integrate	VERB
easat-7124	299	14	with	with	ADP
easat-7124	299	15	the	the	DET
easat-7124	299	16	collaborative	collaborative	ADJ
easat-7124	299	17	filtering	filtering	NOUN
easat-7124	299	18	algorithm	algorithm	NOUN
easat-7124	299	19	integrated	integrate	VERB
easat-7124	299	20	with	with	ADP
easat-7124	299	21	the	the	DET
easat-7124	299	22	nudge	nudge	ADJ
easat-7124	299	23	theory	theory	NOUN
easat-7124	299	24	for	for	ADP
easat-7124	299	25	data	datum	NOUN
easat-7124	299	26	disclosure	disclosure	NOUN
easat-7124	299	27	.	.	PUNCT
easat-7124	300	1	the	the	DET
easat-7124	300	2	implemented	implement	VERB
easat-7124	300	3	blockchain	blockchain	PROPN
easat-7124	300	4	model	model	PROPN
easat-7124	300	5	exhibits	exhibit	VERB
easat-7124	300	6	a	a	DET
easat-7124	300	7	data	data	PROPN
easat-7124	300	8	privacy	privacy	NOUN
easat-7124	300	9	management	management	NOUN
easat-7124	300	10	scheme	scheme	NOUN
easat-7124	300	11	for	for	ADP
easat-7124	300	12	financial	financial	ADJ
easat-7124	300	13	data	datum	NOUN
easat-7124	300	14	scheme	scheme	NOUN
easat-7124	300	15	.	.	PUNCT
easat-7124	301	1	the	the	DET
easat-7124	301	2	experimental	experimental	ADJ
easat-7124	301	3	analysis	analysis	NOUN
easat-7124	301	4	of	of	ADP
easat-7124	301	5	the	the	DET
easat-7124	301	6	proposed	propose	VERB
easat-7124	301	7	security	security	NOUN
easat-7124	301	8	model	model	NOUN
easat-7124	301	9	exhibits	exhibit	VERB
easat-7124	301	10	superior	superior	ADJ
easat-7124	301	11	performance	performance	NOUN
easat-7124	301	12	in	in	ADP
easat-7124	301	13	banking	banking	NOUN
easat-7124	301	14	data	data	NOUN
easat-7124	301	15	privacy	privacy	NOUN
easat-7124	301	16	.	.	PUNCT
easat-7124	302	1	in	in	ADP
easat-7124	302	2	the	the	DET
easat-7124	302	3	future	future	NOUN
easat-7124	302	4	,	,	PUNCT
easat-7124	302	5	the	the	DET
easat-7124	302	6	proposed	propose	VERB
easat-7124	302	7	security	security	NOUN
easat-7124	302	8	scheme	scheme	NOUN
easat-7124	302	9	can	can	AUX
easat-7124	302	10	be	be	AUX
easat-7124	302	11	tested	test	VERB
easat-7124	302	12	and	and	CCONJ
easat-7124	302	13	validated	validate	VERB
easat-7124	302	14	with	with	ADP
easat-7124	302	15	different	different	ADJ
easat-7124	302	16	banking	banking	NOUN
easat-7124	302	17	scheme	scheme	NOUN
easat-7124	302	18	models	model	NOUN
easat-7124	302	19	such	such	ADJ
easat-7124	302	20	as	as	ADP
easat-7124	302	21	loan	loan	NOUN
easat-7124	302	22	management	management	NOUN
easat-7124	302	23	and	and	CCONJ
easat-7124	302	24	engineering	engineering	NOUN
easat-7124	302	25	technologies	technology	NOUN
easat-7124	302	26	.	.	PUNCT
easat-7124	303	1	additionally	additionally	ADV
easat-7124	303	2	,	,	PUNCT
easat-7124	303	3	financial	financial	ADJ
easat-7124	303	4	blockchain	blockchain	PROPN
easat-7124	303	5	is	be	AUX
easat-7124	303	6	involved	involve	VERB
easat-7124	303	7	in	in	ADP
easat-7124	303	8	deletion	deletion	NOUN
easat-7124	303	9	of	of	ADP
easat-7124	303	10	the	the	DET
easat-7124	303	11	data	datum	NOUN
easat-7124	303	12	of	of	ADP
easat-7124	303	13	the	the	DET
easat-7124	303	14	customers	customer	NOUN
easat-7124	303	15	in	in	ADP
easat-7124	303	16	a	a	DET
easat-7124	303	17	database	database	NOUN
easat-7124	303	18	of	of	ADP
easat-7124	303	19	third	third	ADJ
easat-7124	303	20	parties	party	NOUN
easat-7124	303	21	.	.	PUNCT
easat-7124	304	1	1219	1219	NUM
easat-7124	304	2	edelweiss	edelweiss	PROPN
easat-7124	304	3	applied	apply	VERB
easat-7124	304	4	science	science	NOUN
easat-7124	304	5	and	and	CCONJ
easat-7124	304	6	technology	technology	NOUN
easat-7124	304	7	issn	issn	PROPN
easat-7124	304	8	:	:	PUNCT
easat-7124	304	9	2576	2576	NUM
easat-7124	304	10	-	-	SYM
easat-7124	304	11	8484	8484	NUM
easat-7124	304	12	vol	vol	NOUN
easat-7124	304	13	.	.	PROPN
easat-7124	305	1	9	9	NUM
easat-7124	305	2	,	,	PUNCT
easat-7124	305	3	no	no	INTJ
easat-7124	305	4	.	.	NOUN
easat-7124	305	5	5	5	NUM
easat-7124	305	6	:	:	SYM
easat-7124	305	7	1204	1204	NUM
easat-7124	305	8	-	-	SYM
easat-7124	305	9	1220	1220	NUM
easat-7124	305	10	,	,	PUNCT
easat-7124	305	11	2025	2025	NUM
easat-7124	305	12	doi	doi	NOUN
easat-7124	305	13	:	:	PUNCT
easat-7124	305	14	10.55214/25768484.v9i5.7124	10.55214/25768484.v9i5.7124	PROPN
easat-7124	305	15	©	©	PROPN
easat-7124	305	16	2025	2025	NUM
easat-7124	305	17	by	by	ADP
easat-7124	305	18	the	the	DET
easat-7124	305	19	authors	author	NOUN
easat-7124	305	20	;	;	PUNCT
easat-7124	305	21	licensee	licensee	PROPN
easat-7124	305	22	learning	learn	VERB
easat-7124	305	23	gate	gate	NOUN
easat-7124	305	24	transparency	transparency	NOUN
easat-7124	305	25	:	:	PUNCT
easat-7124	305	26	the	the	DET
easat-7124	305	27	authors	author	NOUN
easat-7124	305	28	confirm	confirm	VERB
easat-7124	305	29	that	that	SCONJ
easat-7124	305	30	the	the	DET
easat-7124	305	31	manuscript	manuscript	NOUN
easat-7124	305	32	is	be	AUX
easat-7124	305	33	an	an	DET
easat-7124	305	34	honest	honest	ADJ
easat-7124	305	35	,	,	PUNCT
easat-7124	305	36	accurate	accurate	ADJ
easat-7124	305	37	,	,	PUNCT
easat-7124	305	38	and	and	CCONJ
easat-7124	305	39	transparent	transparent	ADJ
easat-7124	305	40	account	account	NOUN
easat-7124	305	41	of	of	ADP
easat-7124	305	42	the	the	DET
easat-7124	305	43	study	study	NOUN
easat-7124	305	44	;	;	PUNCT
easat-7124	305	45	that	that	SCONJ
easat-7124	305	46	no	no	DET
easat-7124	305	47	vital	vital	ADJ
easat-7124	305	48	features	feature	NOUN
easat-7124	305	49	of	of	ADP
easat-7124	305	50	the	the	DET
easat-7124	305	51	study	study	NOUN
easat-7124	305	52	have	have	AUX
easat-7124	305	53	been	be	AUX
easat-7124	305	54	omitted	omit	VERB
easat-7124	305	55	;	;	PUNCT
easat-7124	305	56	and	and	CCONJ
easat-7124	305	57	that	that	SCONJ
easat-7124	305	58	any	any	DET
easat-7124	305	59	discrepancies	discrepancy	NOUN
easat-7124	305	60	from	from	ADP
easat-7124	305	61	the	the	DET
easat-7124	305	62	study	study	NOUN
easat-7124	305	63	as	as	SCONJ
easat-7124	305	64	planned	plan	VERB
easat-7124	305	65	have	have	AUX
easat-7124	305	66	been	be	AUX
easat-7124	305	67	explained	explain	VERB
easat-7124	305	68	.	.	PUNCT
easat-7124	306	1	this	this	DET
easat-7124	306	2	study	study	NOUN
easat-7124	306	3	followed	follow	VERB
easat-7124	306	4	all	all	DET
easat-7124	306	5	ethical	ethical	ADJ
easat-7124	306	6	practices	practice	NOUN
easat-7124	306	7	during	during	ADP
easat-7124	306	8	writing	writing	NOUN
easat-7124	306	9	.	.	PUNCT
easat-7124	307	1	copyright	copyright	NOUN
easat-7124	307	2	:	:	PUNCT
easat-7124	307	3	©	©	PROPN
easat-7124	307	4	2025	2025	NUM
easat-7124	307	5	by	by	ADP
easat-7124	307	6	the	the	DET
easat-7124	307	7	authors	author	NOUN
easat-7124	307	8	.	.	PUNCT
easat-7124	308	1	this	this	DET
easat-7124	308	2	open	open	ADJ
easat-7124	308	3	-	-	PUNCT
easat-7124	308	4	access	access	NOUN
easat-7124	308	5	article	article	NOUN
easat-7124	308	6	is	be	AUX
easat-7124	308	7	distributed	distribute	VERB
easat-7124	308	8	under	under	ADP
easat-7124	308	9	the	the	DET
easat-7124	308	10	terms	term	NOUN
easat-7124	308	11	and	and	CCONJ
easat-7124	308	12	conditions	condition	NOUN
easat-7124	308	13	of	of	ADP
easat-7124	308	14	the	the	DET
easat-7124	308	15	creative	creative	ADJ
easat-7124	308	16	commons	common	NOUN
easat-7124	308	17	attribution	attribution	NOUN
easat-7124	308	18	(	(	PUNCT
easat-7124	308	19	cc	cc	NOUN
easat-7124	308	20	by	by	ADP
easat-7124	308	21	)	)	PUNCT
easat-7124	308	22	license	license	NOUN
easat-7124	308	23	(	(	PUNCT
easat-7124	308	24	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-7124	308	25	)	)	PUNCT
easat-7124	308	26	.	.	PUNCT
easat-7124	309	1	references	reference	NOUN
easat-7124	309	2	[	[	X
easat-7124	309	3	1	1	NUM
easat-7124	309	4	]	]	PUNCT
easat-7124	309	5	h.	h.	PROPN
easat-7124	309	6	hassani	hassani	PROPN
easat-7124	309	7	,	,	PUNCT
easat-7124	309	8	x.	x.	PROPN
easat-7124	309	9	huang	huang	PROPN
easat-7124	309	10	,	,	PUNCT
easat-7124	309	11	and	and	CCONJ
easat-7124	309	12	e.	e.	PROPN
easat-7124	309	13	silva	silva	PROPN
easat-7124	309	14	,	,	PUNCT
easat-7124	309	15	"	"	PUNCT
easat-7124	309	16	banking	banking	NOUN
easat-7124	309	17	with	with	ADP
easat-7124	309	18	blockchain	blockchain	PROPN
easat-7124	309	19	-	-	PUNCT
easat-7124	309	20	ed	ed	PROPN
easat-7124	309	21	big	big	ADJ
easat-7124	309	22	data	datum	NOUN
easat-7124	309	23	,	,	PUNCT
easat-7124	309	24	"	"	PUNCT
easat-7124	309	25	journal	journal	NOUN
easat-7124	309	26	of	of	ADP
easat-7124	309	27	management	management	NOUN
easat-7124	309	28	analytics	analytic	NOUN
easat-7124	309	29	,	,	PUNCT
easat-7124	309	30	vol	vol	NOUN
easat-7124	309	31	.	.	PROPN
easat-7124	310	1	5	5	NUM
easat-7124	310	2	,	,	PUNCT
easat-7124	310	3	no	no	INTJ
easat-7124	310	4	.	.	NOUN
easat-7124	310	5	4	4	NUM
easat-7124	310	6	,	,	PUNCT
easat-7124	310	7	pp	pp	ADJ
easat-7124	310	8	.	.	PUNCT
easat-7124	311	1	256	256	NUM
easat-7124	311	2	-	-	SYM
easat-7124	311	3	275	275	NUM
easat-7124	311	4	,	,	PUNCT
easat-7124	311	5	2018	2018	NUM
easat-7124	311	6	.	.	PUNCT
easat-7124	312	1	https://doi.org/10.1080/23270012.2018.1528900	https://doi.org/10.1080/23270012.2018.1528900	X
easat-7124	313	1	[	[	X
easat-7124	313	2	2	2	NUM
easat-7124	313	3	]	]	X
easat-7124	313	4	r.	r.	PROPN
easat-7124	313	5	arjun	arjun	PROPN
easat-7124	313	6	and	and	CCONJ
easat-7124	313	7	k.	k.	PROPN
easat-7124	313	8	suprabha	suprabha	PROPN
easat-7124	313	9	,	,	PUNCT
easat-7124	313	10	"	"	PUNCT
easat-7124	313	11	innovation	innovation	NOUN
easat-7124	313	12	and	and	CCONJ
easat-7124	313	13	challenges	challenge	NOUN
easat-7124	313	14	of	of	ADP
easat-7124	313	15	blockchain	blockchain	PROPN
easat-7124	313	16	in	in	ADP
easat-7124	313	17	banking	banking	NOUN
easat-7124	313	18	:	:	PUNCT
easat-7124	313	19	a	a	DET
easat-7124	313	20	scientometric	scientometric	ADJ
easat-7124	313	21	view	view	NOUN
easat-7124	313	22	,	,	PUNCT
easat-7124	313	23	"	"	PUNCT
easat-7124	313	24	international	international	ADJ
easat-7124	313	25	journal	journal	NOUN
easat-7124	313	26	of	of	ADP
easat-7124	313	27	interactive	interactive	ADJ
easat-7124	313	28	multimedia	multimedia	NOUN
easat-7124	313	29	and	and	CCONJ
easat-7124	313	30	artificial	artificial	ADJ
easat-7124	313	31	intelligence	intelligence	NOUN
easat-7124	313	32	,	,	PUNCT
easat-7124	313	33	vol	vol	NOUN
easat-7124	313	34	.	.	PROPN
easat-7124	313	35	6	6	NUM
easat-7124	313	36	,	,	PUNCT
easat-7124	313	37	no	no	INTJ
easat-7124	313	38	.	.	NOUN
easat-7124	313	39	3	3	NUM
easat-7124	313	40	,	,	PUNCT
easat-7124	313	41	pp	pp	ADJ
easat-7124	313	42	.	.	PUNCT
easat-7124	314	1	7	7	NUM
easat-7124	314	2	-	-	SYM
easat-7124	314	3	14	14	NUM
easat-7124	314	4	,	,	PUNCT
easat-7124	314	5	2020	2020	NUM
easat-7124	314	6	.	.	PUNCT
easat-7124	315	1	https://doi.org/10.9781/ijimai.2020.03.004	https://doi.org/10.9781/ijimai.2020.03.004	ADJ
easat-7124	316	1	[	[	X
easat-7124	316	2	3	3	NUM
easat-7124	316	3	]	]	X
easat-7124	316	4	n.	n.	NOUN
easat-7124	316	5	cucari	cucari	PROPN
easat-7124	316	6	,	,	PUNCT
easat-7124	316	7	v.	v.	ADP
easat-7124	316	8	lagasio	lagasio	NOUN
easat-7124	316	9	,	,	PUNCT
easat-7124	316	10	g.	g.	PROPN
easat-7124	316	11	lia	lia	PROPN
easat-7124	316	12	,	,	PUNCT
easat-7124	316	13	and	and	CCONJ
easat-7124	316	14	c.	c.	PROPN
easat-7124	316	15	torriero	torriero	PROPN
easat-7124	316	16	,	,	PUNCT
easat-7124	316	17	"	"	PUNCT
easat-7124	316	18	the	the	DET
easat-7124	316	19	impact	impact	NOUN
easat-7124	316	20	of	of	ADP
easat-7124	316	21	blockchain	blockchain	PROPN
easat-7124	316	22	in	in	ADP
easat-7124	316	23	banking	banking	NOUN
easat-7124	316	24	processes	process	NOUN
easat-7124	316	25	:	:	PUNCT
easat-7124	316	26	the	the	DET
easat-7124	316	27	interbank	interbank	NOUN
easat-7124	316	28	spunta	spunta	NOUN
easat-7124	316	29	case	case	NOUN
easat-7124	316	30	study	study	NOUN
easat-7124	316	31	,	,	PUNCT
easat-7124	316	32	"	"	PUNCT
easat-7124	316	33	technology	technology	NOUN
easat-7124	316	34	analysis	analysis	NOUN
easat-7124	316	35	&	&	CCONJ
easat-7124	316	36	strategic	strategic	ADJ
easat-7124	316	37	management	management	NOUN
easat-7124	316	38	,	,	PUNCT
easat-7124	316	39	vol	vol	NOUN
easat-7124	316	40	.	.	PROPN
easat-7124	316	41	34	34	NUM
easat-7124	316	42	,	,	PUNCT
easat-7124	316	43	no	no	INTJ
easat-7124	316	44	.	.	NOUN
easat-7124	316	45	2	2	NUM
easat-7124	316	46	,	,	PUNCT
easat-7124	316	47	pp	pp	ADJ
easat-7124	316	48	.	.	PUNCT
easat-7124	317	1	138	138	NUM
easat-7124	317	2	-	-	SYM
easat-7124	317	3	150	150	NUM
easat-7124	317	4	,	,	PUNCT
easat-7124	317	5	2022	2022	NUM
easat-7124	317	6	.	.	PUNCT
easat-7124	318	1	https://doi.org/10.1080/09537325.2021.1891217	https://doi.org/10.1080/09537325.2021.1891217	X
easat-7124	319	1	[	[	X
easat-7124	319	2	4	4	NUM
easat-7124	319	3	]	]	PUNCT
easat-7124	319	4	m.	m.	NOUN
easat-7124	319	5	osmani	osmani	PROPN
easat-7124	319	6	,	,	PUNCT
easat-7124	319	7	r.	r.	PROPN
easat-7124	319	8	el	el	PROPN
easat-7124	319	9	-	-	PUNCT
easat-7124	319	10	haddadeh	haddadeh	PROPN
easat-7124	319	11	,	,	PUNCT
easat-7124	319	12	n.	n.	PROPN
easat-7124	319	13	hindi	hindi	PROPN
easat-7124	319	14	,	,	PUNCT
easat-7124	319	15	m.	m.	NOUN
easat-7124	319	16	janssen	janssen	PROPN
easat-7124	319	17	,	,	PUNCT
easat-7124	319	18	and	and	CCONJ
easat-7124	320	1	v.	v.	ADP
easat-7124	320	2	weerakkody	weerakkody	NOUN
easat-7124	320	3	,	,	PUNCT
easat-7124	320	4	"	"	PUNCT
easat-7124	320	5	blockchain	blockchain	NOUN
easat-7124	320	6	for	for	ADP
easat-7124	320	7	next	next	ADJ
easat-7124	320	8	generation	generation	NOUN
easat-7124	320	9	services	service	NOUN
easat-7124	320	10	in	in	ADP
easat-7124	320	11	banking	banking	NOUN
easat-7124	320	12	and	and	CCONJ
easat-7124	320	13	finance	finance	NOUN
easat-7124	320	14	:	:	PUNCT
easat-7124	320	15	cost	cost	NOUN
easat-7124	320	16	,	,	PUNCT
easat-7124	320	17	benefit	benefit	NOUN
easat-7124	320	18	,	,	PUNCT
easat-7124	320	19	risk	risk	NOUN
easat-7124	320	20	and	and	CCONJ
easat-7124	320	21	opportunity	opportunity	NOUN
easat-7124	320	22	analysis	analysis	NOUN
easat-7124	320	23	,	,	PUNCT
easat-7124	320	24	"	"	PUNCT
easat-7124	320	25	journal	journal	NOUN
easat-7124	320	26	of	of	ADP
easat-7124	320	27	enterprise	enterprise	NOUN
easat-7124	320	28	information	information	NOUN
easat-7124	320	29	management	management	NOUN
easat-7124	320	30	,	,	PUNCT
easat-7124	320	31	vol	vol	NOUN
easat-7124	320	32	.	.	PROPN
easat-7124	321	1	34	34	NUM
easat-7124	321	2	,	,	PUNCT
easat-7124	321	3	no	no	INTJ
easat-7124	321	4	.	.	NOUN
easat-7124	321	5	3	3	NUM
easat-7124	321	6	,	,	PUNCT
easat-7124	321	7	pp	pp	PROPN
easat-7124	321	8	.	.	PUNCT
easat-7124	321	9	884	884	NUM
easat-7124	321	10	-	-	SYM
easat-7124	321	11	899	899	NUM
easat-7124	321	12	,	,	PUNCT
easat-7124	321	13	2021	2021	NUM
easat-7124	321	14	.	.	PUNCT
easat-7124	322	1	https://doi.org/10.1108/jeim-02-2020-0044	https://doi.org/10.1108/jeim-02-2020-0044	PROPN
easat-7124	323	1	[	[	X
easat-7124	323	2	5	5	NUM
easat-7124	323	3	]	]	PUNCT
easat-7124	323	4	v.	v.	ADP
easat-7124	323	5	rajnak	rajnak	NOUN
easat-7124	323	6	and	and	CCONJ
easat-7124	323	7	t.	t.	PROPN
easat-7124	323	8	puschmann	puschmann	PROPN
easat-7124	323	9	,	,	PUNCT
easat-7124	323	10	"	"	PUNCT
easat-7124	323	11	the	the	DET
easat-7124	323	12	impact	impact	NOUN
easat-7124	323	13	of	of	ADP
easat-7124	323	14	blockchain	blockchain	PROPN
easat-7124	323	15	on	on	ADP
easat-7124	323	16	business	business	NOUN
easat-7124	323	17	models	model	NOUN
easat-7124	323	18	in	in	ADP
easat-7124	323	19	banking	banking	NOUN
easat-7124	323	20	,	,	PUNCT
easat-7124	323	21	"	"	PUNCT
easat-7124	323	22	information	information	NOUN
easat-7124	323	23	systems	system	NOUN
easat-7124	323	24	and	and	CCONJ
easat-7124	323	25	ebusiness	ebusiness	NOUN
easat-7124	323	26	management	management	NOUN
easat-7124	323	27	,	,	PUNCT
easat-7124	323	28	vol	vol	NOUN
easat-7124	323	29	.	.	PROPN
easat-7124	323	30	19	19	NUM
easat-7124	323	31	,	,	PUNCT
easat-7124	323	32	no	no	INTJ
easat-7124	323	33	.	.	NOUN
easat-7124	323	34	3	3	NUM
easat-7124	323	35	,	,	PUNCT
easat-7124	323	36	pp	pp	ADJ
easat-7124	323	37	.	.	PUNCT
easat-7124	323	38	809	809	NUM
easat-7124	323	39	-	-	SYM
easat-7124	323	40	861	861	NUM
easat-7124	323	41	,	,	PUNCT
easat-7124	323	42	2021	2021	NUM
easat-7124	323	43	.	.	PUNCT
easat-7124	324	1	https://doi.org/10.1007/s10257-020-00468-2	https://doi.org/10.1007/s10257-020-00468-2	PUNCT
easat-7124	325	1	[	[	X
easat-7124	325	2	6	6	NUM
easat-7124	325	3	]	]	PUNCT
easat-7124	325	4	p.	p.	PROPN
easat-7124	325	5	martino	martino	PROPN
easat-7124	325	6	,	,	PUNCT
easat-7124	325	7	"	"	PUNCT
easat-7124	325	8	blockchain	blockchain	PROPN
easat-7124	325	9	technology	technology	NOUN
easat-7124	325	10	:	:	PUNCT
easat-7124	325	11	challenges	challenge	NOUN
easat-7124	325	12	and	and	CCONJ
easat-7124	325	13	opportunities	opportunity	NOUN
easat-7124	325	14	for	for	ADP
easat-7124	325	15	banks	bank	NOUN
easat-7124	325	16	,	,	PUNCT
easat-7124	325	17	"	"	PUNCT
easat-7124	325	18	international	international	ADJ
easat-7124	325	19	journal	journal	NOUN
easat-7124	325	20	of	of	ADP
easat-7124	325	21	financial	financial	ADJ
easat-7124	325	22	innovation	innovation	NOUN
easat-7124	325	23	in	in	ADP
easat-7124	325	24	banking	banking	NOUN
easat-7124	325	25	,	,	PUNCT
easat-7124	325	26	vol	vol	NOUN
easat-7124	325	27	.	.	PROPN
easat-7124	325	28	2	2	NUM
easat-7124	325	29	,	,	PUNCT
easat-7124	325	30	no	no	INTJ
easat-7124	325	31	.	.	NOUN
easat-7124	325	32	4	4	NUM
easat-7124	325	33	,	,	PUNCT
easat-7124	325	34	pp	pp	ADJ
easat-7124	325	35	.	.	PUNCT
easat-7124	325	36	314	314	NUM
easat-7124	325	37	-	-	SYM
easat-7124	325	38	333	333	NUM
easat-7124	325	39	,	,	PUNCT
easat-7124	325	40	2019	2019	NUM
easat-7124	325	41	.	.	PUNCT
easat-7124	326	1	https://doi.org/10.1504/ijfib.2019.104535	https://doi.org/10.1504/ijfib.2019.104535	PROPN
easat-7124	326	2	[	[	X
easat-7124	326	3	7	7	X
easat-7124	326	4	]	]	X
easat-7124	326	5	f.	f.	PROPN
easat-7124	326	6	khanboubi	khanboubi	PROPN
easat-7124	326	7	,	,	PUNCT
easat-7124	326	8	a.	a.	NOUN
easat-7124	326	9	boulmakoul	boulmakoul	PROPN
easat-7124	326	10	,	,	PUNCT
easat-7124	326	11	and	and	CCONJ
easat-7124	326	12	m.	m.	PROPN
easat-7124	326	13	tabaa	tabaa	PROPN
easat-7124	326	14	,	,	PUNCT
easat-7124	326	15	"	"	PUNCT
easat-7124	326	16	impact	impact	NOUN
easat-7124	326	17	of	of	ADP
easat-7124	326	18	digital	digital	ADJ
easat-7124	326	19	trends	trend	NOUN
easat-7124	326	20	using	use	VERB
easat-7124	326	21	iot	iot	NOUN
easat-7124	326	22	on	on	ADP
easat-7124	326	23	banking	banking	NOUN
easat-7124	326	24	processes	process	NOUN
easat-7124	326	25	,	,	PUNCT
easat-7124	326	26	"	"	PUNCT
easat-7124	326	27	procedia	procedia	NOUN
easat-7124	326	28	computer	computer	NOUN
easat-7124	326	29	science	science	NOUN
easat-7124	326	30	,	,	PUNCT
easat-7124	326	31	vol	vol	NOUN
easat-7124	326	32	.	.	PROPN
easat-7124	326	33	151	151	NUM
easat-7124	326	34	,	,	PUNCT
easat-7124	326	35	pp	pp	ADJ
easat-7124	326	36	.	.	PUNCT
easat-7124	327	1	77	77	NUM
easat-7124	327	2	-	-	SYM
easat-7124	327	3	84	84	NUM
easat-7124	327	4	,	,	PUNCT
easat-7124	327	5	2019	2019	NUM
easat-7124	327	6	.	.	PUNCT
easat-7124	328	1	https://doi.org/10.1016/j.procs.2019.04.014	https://doi.org/10.1016/j.procs.2019.04.014	PRON
easat-7124	329	1	[	[	X
easat-7124	329	2	8	8	NUM
easat-7124	329	3	]	]	PUNCT
easat-7124	329	4	p.	p.	PROPN
easat-7124	329	5	martino	martino	PROPN
easat-7124	329	6	,	,	PUNCT
easat-7124	329	7	blockchain	blockchain	PROPN
easat-7124	329	8	technology	technology	PROPN
easat-7124	329	9	and	and	CCONJ
easat-7124	329	10	the	the	DET
easat-7124	329	11	banking	banking	NOUN
easat-7124	329	12	industry	industry	NOUN
easat-7124	329	13	.	.	PUNCT
easat-7124	330	1	in	in	ADP
easat-7124	330	2	blockchain	blockchain	PROPN
easat-7124	330	3	and	and	CCONJ
easat-7124	330	4	banking	banking	NOUN
easat-7124	330	5	.	.	PUNCT
easat-7124	331	1	cham	cham	PROPN
easat-7124	331	2	:	:	PUNCT
easat-7124	331	3	palgrave	palgrave	ADJ
easat-7124	331	4	pivot	pivot	NOUN
easat-7124	331	5	,	,	PUNCT
easat-7124	331	6	2021	2021	NUM
easat-7124	331	7	.	.	PUNCT
easat-7124	332	1	[	[	X
easat-7124	332	2	9	9	NUM
easat-7124	332	3	]	]	X
easat-7124	332	4	c.	c.	PROPN
easat-7124	332	5	christodoulou	christodoulou	PROPN
easat-7124	332	6	-	-	PUNCT
easat-7124	332	7	volos	volos	PROPN
easat-7124	332	8	,	,	PUNCT
easat-7124	332	9	"	"	PUNCT
easat-7124	332	10	determinants	determinant	NOUN
easat-7124	332	11	of	of	ADP
easat-7124	332	12	non	non	ADJ
easat-7124	332	13	-	-	ADJ
easat-7124	332	14	performing	performing	ADJ
easat-7124	332	15	loans	loan	NOUN
easat-7124	332	16	in	in	ADP
easat-7124	332	17	cyprus	cyprus	PROPN
easat-7124	332	18	:	:	PUNCT
easat-7124	332	19	an	an	DET
easat-7124	332	20	empirical	empirical	ADJ
easat-7124	332	21	analysis	analysis	NOUN
easat-7124	332	22	of	of	ADP
easat-7124	332	23	macroeconomic	macroeconomic	ADJ
easat-7124	332	24	and	and	CCONJ
easat-7124	332	25	borrower	borrower	NOUN
easat-7124	332	26	-	-	PUNCT
easat-7124	332	27	specific	specific	ADJ
easat-7124	332	28	factors	factor	NOUN
easat-7124	332	29	,	,	PUNCT
easat-7124	332	30	"	"	PUNCT
easat-7124	332	31	international	international	ADJ
easat-7124	332	32	journal	journal	NOUN
easat-7124	332	33	of	of	ADP
easat-7124	332	34	economics	economic	NOUN
easat-7124	332	35	and	and	CCONJ
easat-7124	332	36	financial	financial	ADJ
easat-7124	332	37	issues	issue	NOUN
easat-7124	332	38	,	,	PUNCT
easat-7124	332	39	vol	vol	NOUN
easat-7124	332	40	.	.	PROPN
easat-7124	332	41	15	15	NUM
easat-7124	332	42	,	,	PUNCT
easat-7124	332	43	no	no	INTJ
easat-7124	332	44	.	.	NOUN
easat-7124	332	45	1	1	NUM
easat-7124	332	46	,	,	PUNCT
easat-7124	332	47	pp	pp	ADJ
easat-7124	332	48	.	.	PUNCT
easat-7124	332	49	190	190	NUM
easat-7124	332	50	-	-	PUNCT
easat-7124	332	51	201	201	NUM
easat-7124	332	52	,	,	PUNCT
easat-7124	332	53	2025	2025	NUM
easat-7124	332	54	.	.	PUNCT
easat-7124	333	1	[	[	X
easat-7124	333	2	10	10	NUM
easat-7124	333	3	]	]	PUNCT
easat-7124	333	4	z.	z.	PROPN
easat-7124	333	5	xie	xie	PROPN
easat-7124	333	6	,	,	PUNCT
easat-7124	333	7	x.	x.	PROPN
easat-7124	333	8	zhang	zhang	PROPN
easat-7124	333	9	,	,	PUNCT
easat-7124	333	10	and	and	CCONJ
easat-7124	333	11	x.	x.	NOUN
easat-7124	333	12	liu	liu	PROPN
easat-7124	333	13	,	,	PUNCT
easat-7124	333	14	"	"	PUNCT
easat-7124	333	15	enhanced	enhanced	ADJ
easat-7124	333	16	efficiency	efficiency	NOUN
easat-7124	333	17	and	and	CCONJ
easat-7124	333	18	security	security	NOUN
easat-7124	333	19	in	in	ADP
easat-7124	333	20	cross	cross	ADJ
easat-7124	333	21	-	-	ADJ
easat-7124	333	22	chain	chain	ADJ
easat-7124	333	23	transmission	transmission	NOUN
easat-7124	333	24	of	of	ADP
easat-7124	333	25	blockchain	blockchain	PROPN
easat-7124	333	26	internet	internet	PROPN
easat-7124	333	27	of	of	ADP
easat-7124	333	28	ports	port	NOUN
easat-7124	333	29	through	through	ADP
easat-7124	333	30	multi	multi	ADJ
easat-7124	333	31	-	-	ADJ
easat-7124	333	32	feature	feature	NOUN
easat-7124	333	33	-	-	PUNCT
easat-7124	333	34	based	base	VERB
easat-7124	333	35	joint	joint	ADJ
easat-7124	333	36	learning	learning	NOUN
easat-7124	333	37	,	,	PUNCT
easat-7124	333	38	"	"	PUNCT
easat-7124	333	39	scientific	scientific	ADJ
easat-7124	333	40	reports	report	NOUN
easat-7124	333	41	,	,	PUNCT
easat-7124	333	42	vol	vol	NOUN
easat-7124	333	43	.	.	PROPN
easat-7124	333	44	15	15	NUM
easat-7124	333	45	,	,	PUNCT
easat-7124	333	46	no	no	INTJ
easat-7124	333	47	.	.	NOUN
easat-7124	333	48	1	1	NUM
easat-7124	333	49	,	,	PUNCT
easat-7124	333	50	pp	pp	ADJ
easat-7124	333	51	.	.	PUNCT
easat-7124	334	1	1	1	NUM
easat-7124	334	2	-	-	SYM
easat-7124	334	3	17	17	NUM
easat-7124	334	4	,	,	PUNCT
easat-7124	334	5	2025	2025	NUM
easat-7124	334	6	.	.	PUNCT
easat-7124	335	1	[	[	X
easat-7124	335	2	11	11	NUM
easat-7124	335	3	]	]	X
easat-7124	335	4	r.	r.	PROPN
easat-7124	335	5	vijay	vijay	PROPN
easat-7124	335	6	anand	anand	PROPN
easat-7124	335	7	et	et	PROPN
easat-7124	335	8	al	al	PROPN
easat-7124	335	9	.	.	PROPN
easat-7124	335	10	,	,	PUNCT
easat-7124	335	11	"	"	PUNCT
easat-7124	335	12	design	design	NOUN
easat-7124	335	13	of	of	ADP
easat-7124	335	14	an	an	DET
easat-7124	335	15	improved	improved	ADJ
easat-7124	335	16	model	model	NOUN
easat-7124	335	17	using	use	VERB
easat-7124	335	18	federated	federated	ADJ
easat-7124	335	19	learning	learning	NOUN
easat-7124	335	20	and	and	CCONJ
easat-7124	335	21	lstm	lstm	NOUN
easat-7124	335	22	autoencoders	autoencoder	NOUN
easat-7124	335	23	for	for	ADP
easat-7124	335	24	secure	secure	ADJ
easat-7124	335	25	and	and	CCONJ
easat-7124	335	26	transparent	transparent	ADJ
easat-7124	335	27	blockchain	blockchain	PROPN
easat-7124	335	28	network	network	NOUN
easat-7124	335	29	transactions	transaction	NOUN
easat-7124	335	30	,	,	PUNCT
easat-7124	335	31	"	"	PUNCT
easat-7124	335	32	scientific	scientific	ADJ
easat-7124	335	33	reports	report	NOUN
easat-7124	335	34	,	,	PUNCT
easat-7124	335	35	vol	vol	NOUN
easat-7124	335	36	.	.	PROPN
easat-7124	335	37	15	15	NUM
easat-7124	335	38	,	,	PUNCT
easat-7124	335	39	no	no	INTJ
easat-7124	335	40	.	.	NOUN
easat-7124	335	41	1	1	NUM
easat-7124	335	42	,	,	PUNCT
easat-7124	335	43	pp	pp	ADJ
easat-7124	335	44	.	.	PUNCT
easat-7124	336	1	1	1	NUM
easat-7124	336	2	-	-	SYM
easat-7124	336	3	18	18	NUM
easat-7124	336	4	,	,	PUNCT
easat-7124	336	5	2025	2025	NUM
easat-7124	336	6	.	.	PUNCT
easat-7124	337	1	https://doi.org/10.1038/s41598-024-83564-4	https://doi.org/10.1038/s41598-024-83564-4	NUM
easat-7124	338	1	[	[	X
easat-7124	338	2	12	12	NUM
easat-7124	338	3	]	]	PUNCT
easat-7124	338	4	vinayachandra	vinayachandra	PROPN
easat-7124	338	5	.	.	PUNCT
easat-7124	339	1	and	and	CCONJ
easat-7124	340	1	p.	p.	PROPN
easat-7124	340	2	k.	k.	PROPN
easat-7124	340	3	krishna	krishna	PROPN
easat-7124	340	4	,	,	PUNCT
easat-7124	340	5	"	"	PUNCT
easat-7124	340	6	blockchain	blockchain	NOUN
easat-7124	340	7	-	-	PUNCT
easat-7124	340	8	based	base	VERB
easat-7124	340	9	cryptographic	cryptographic	ADJ
easat-7124	340	10	algorithm	algorithm	NOUN
easat-7124	340	11	for	for	ADP
easat-7124	340	12	data	datum	NOUN
easat-7124	340	13	protection	protection	NOUN
easat-7124	340	14	in	in	ADP
easat-7124	340	15	electronic	electronic	ADJ
easat-7124	340	16	voting	voting	NOUN
easat-7124	340	17	system	system	NOUN
easat-7124	340	18	,	,	PUNCT
easat-7124	340	19	"	"	PUNCT
easat-7124	340	20	eai	eai	PROPN
easat-7124	340	21	endorsed	endorse	VERB
easat-7124	340	22	trans	trans	PROPN
easat-7124	340	23	iot	iot	PROPN
easat-7124	340	24	,	,	PUNCT
easat-7124	340	25	vol	vol	NOUN
easat-7124	340	26	.	.	PROPN
easat-7124	341	1	11	11	NUM
easat-7124	341	2	,	,	PUNCT
easat-7124	341	3	no	no	INTJ
easat-7124	341	4	.	.	NOUN
easat-7124	341	5	1	1	NUM
easat-7124	341	6	,	,	PUNCT
easat-7124	341	7	2025	2025	NUM
easat-7124	341	8	.	.	PUNCT
easat-7124	342	1	https://doi.org/10.4108/eetiot.7680	https://doi.org/10.4108/eetiot.7680	PROPN
easat-7124	343	1	[	[	X
easat-7124	343	2	13	13	NUM
easat-7124	343	3	]	]	PUNCT
easat-7124	343	4	h.	h.	PROPN
easat-7124	343	5	liu	liu	PROPN
easat-7124	343	6	et	et	PROPN
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easat-7124	343	8	.	.	PROPN
easat-7124	343	9	,	,	PUNCT
easat-7124	343	10	"	"	PUNCT
easat-7124	343	11	blockchain	blockchain	NOUN
easat-7124	343	12	-	-	PUNCT
easat-7124	343	13	based	base	VERB
easat-7124	343	14	optimization	optimization	NOUN
easat-7124	343	15	of	of	ADP
easat-7124	343	16	operation	operation	NOUN
easat-7124	343	17	and	and	CCONJ
easat-7124	343	18	trading	trading	NOUN
easat-7124	343	19	among	among	ADP
easat-7124	343	20	multiple	multiple	ADJ
easat-7124	343	21	microgrids	microgrid	NOUN
easat-7124	343	22	considering	consider	VERB
easat-7124	343	23	market	market	NOUN
easat-7124	343	24	fairness	fairness	NOUN
easat-7124	343	25	,	,	PUNCT
easat-7124	343	26	"	"	PUNCT
easat-7124	343	27	international	international	ADJ
easat-7124	343	28	journal	journal	NOUN
easat-7124	343	29	of	of	ADP
easat-7124	343	30	electrical	electrical	ADJ
easat-7124	343	31	power	power	NOUN
easat-7124	343	32	&	&	CCONJ
easat-7124	343	33	energy	energy	NOUN
easat-7124	343	34	systems	system	NOUN
easat-7124	343	35	,	,	PUNCT
easat-7124	343	36	vol	vol	NOUN
easat-7124	343	37	.	.	PROPN
easat-7124	343	38	166	166	NUM
easat-7124	343	39	,	,	PUNCT
easat-7124	343	40	p.	p.	NOUN
easat-7124	343	41	110523	110523	NUM
easat-7124	343	42	,	,	PUNCT
easat-7124	343	43	2025	2025	NUM
easat-7124	343	44	.	.	PUNCT
easat-7124	344	1	[	[	X
easat-7124	344	2	14	14	NUM
easat-7124	344	3	]	]	X
easat-7124	344	4	s.	s.	PROPN
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easat-7124	344	6	,	,	PUNCT
easat-7124	344	7	"	"	PUNCT
easat-7124	344	8	integrating	integrate	VERB
easat-7124	344	9	blockchain	blockchain	NOUN
easat-7124	344	10	with	with	ADP
easat-7124	344	11	database	database	NOUN
easat-7124	344	12	management	management	NOUN
easat-7124	344	13	systems	system	NOUN
easat-7124	344	14	for	for	ADP
easat-7124	344	15	secure	secure	ADJ
easat-7124	344	16	accounting	accounting	NOUN
easat-7124	344	17	in	in	ADP
easat-7124	344	18	the	the	DET
easat-7124	344	19	financial	financial	ADJ
easat-7124	344	20	and	and	CCONJ
easat-7124	344	21	banking	banking	NOUN
easat-7124	344	22	sectors	sector	NOUN
easat-7124	344	23	,	,	PUNCT
easat-7124	344	24	"	"	PUNCT
easat-7124	344	25	journal	journal	NOUN
easat-7124	344	26	of	of	ADP
easat-7124	344	27	science	science	PROPN
easat-7124	344	28	&	&	CCONJ
easat-7124	344	29	technology	technology	PROPN
easat-7124	344	30	,	,	PUNCT
easat-7124	344	31	vol	vol	NOUN
easat-7124	344	32	.	.	PROPN
easat-7124	344	33	8	8	NUM
easat-7124	344	34	,	,	PUNCT
easat-7124	344	35	no	no	INTJ
easat-7124	344	36	.	.	NOUN
easat-7124	344	37	9	9	NUM
easat-7124	344	38	,	,	PUNCT
easat-7124	344	39	pp	pp	ADJ
easat-7124	344	40	.	.	PUNCT
easat-7124	345	1	9	9	NUM
easat-7124	345	2	-	-	SYM
easat-7124	345	3	27	27	NUM
easat-7124	345	4	,	,	PUNCT
easat-7124	345	5	2023	2023	NUM
easat-7124	345	6	.	.	PUNCT
easat-7124	346	1	[	[	X
easat-7124	346	2	15	15	NUM
easat-7124	346	3	]	]	X
easat-7124	346	4	p.	p.	NOUN
easat-7124	346	5	vernekar	vernekar	PROPN
easat-7124	346	6	,	,	PUNCT
easat-7124	346	7	p.	p.	PROPN
easat-7124	346	8	anushree	anushree	NOUN
easat-7124	346	9	,	,	PUNCT
easat-7124	346	10	a.	a.	PROPN
easat-7124	346	11	k.	k.	PROPN
easat-7124	346	12	chowdhury	chowdhury	PROPN
easat-7124	346	13	,	,	PUNCT
easat-7124	346	14	and	and	CCONJ
easat-7124	346	15	s.	s.	PROPN
easat-7124	346	16	bhoomika	bhoomika	PROPN
easat-7124	346	17	,	,	PUNCT
easat-7124	346	18	"	"	PUNCT
easat-7124	346	19	implementation	implementation	NOUN
easat-7124	346	20	of	of	ADP
easat-7124	346	21	blockchain	blockchain	PROPN
easat-7124	346	22	in	in	ADP
easat-7124	346	23	the	the	DET
easat-7124	346	24	banking	banking	NOUN
easat-7124	346	25	sector	sector	NOUN
easat-7124	346	26	,	,	PUNCT
easat-7124	346	27	"	"	PUNCT
easat-7124	346	28	international	international	ADJ
easat-7124	346	29	journal	journal	NOUN
easat-7124	346	30	of	of	ADP
easat-7124	346	31	scientific	scientific	ADJ
easat-7124	346	32	research	research	NOUN
easat-7124	346	33	in	in	ADP
easat-7124	346	34	science	science	NOUN
easat-7124	346	35	,	,	PUNCT
easat-7124	346	36	engineering	engineering	NOUN
easat-7124	346	37	and	and	CCONJ
easat-7124	346	38	technology	technology	NOUN
easat-7124	346	39	,	,	PUNCT
easat-7124	346	40	vol	vol	NOUN
easat-7124	346	41	.	.	PROPN
easat-7124	346	42	9	9	NUM
easat-7124	346	43	,	,	PUNCT
easat-7124	346	44	no	no	INTJ
easat-7124	346	45	.	.	NOUN
easat-7124	346	46	6	6	NUM
easat-7124	346	47	,	,	PUNCT
easat-7124	346	48	pp	pp	ADJ
easat-7124	346	49	.	.	PUNCT
easat-7124	347	1	261	261	NUM
easat-7124	347	2	-	-	SYM
easat-7124	347	3	265	265	NUM
easat-7124	347	4	,	,	PUNCT
easat-7124	347	5	2022	2022	NUM
easat-7124	347	6	.	.	PUNCT
easat-7124	348	1	https://doi.org/10.32628/ijsrset229637	https://doi.org/10.32628/ijsrset229637	NOUN
easat-7124	349	1	[	[	X
easat-7124	349	2	16	16	NUM
easat-7124	349	3	]	]	X
easat-7124	349	4	i.	i.	PROPN
easat-7124	349	5	hasan	hasan	PROPN
easat-7124	349	6	and	and	CCONJ
easat-7124	349	7	m.	m.	PROPN
easat-7124	349	8	m.	m.	PROPN
easat-7124	349	9	habib	habib	PROPN
easat-7124	349	10	,	,	PUNCT
easat-7124	349	11	"	"	PUNCT
easat-7124	349	12	use	use	NOUN
easat-7124	349	13	of	of	ADP
easat-7124	349	14	mobile	mobile	ADJ
easat-7124	349	15	banking	banking	NOUN
easat-7124	349	16	,	,	PUNCT
easat-7124	349	17	digital	digital	ADJ
easat-7124	349	18	payment	payment	NOUN
easat-7124	349	19	systems	system	NOUN
easat-7124	349	20	,	,	PUNCT
easat-7124	349	21	and	and	CCONJ
easat-7124	349	22	smart	smart	ADJ
easat-7124	349	23	contracts	contract	NOUN
easat-7124	349	24	conjunction	conjunction	NOUN
easat-7124	349	25	with	with	ADP
easat-7124	349	26	blockchain	blockchain	PROPN
easat-7124	349	27	-	-	PUNCT
easat-7124	349	28	based	base	VERB
easat-7124	349	29	financial	financial	ADJ
easat-7124	349	30	system	system	NOUN
easat-7124	349	31	,	,	PUNCT
easat-7124	349	32	"	"	PUNCT
easat-7124	349	33	international	international	ADJ
easat-7124	349	34	supply	supply	NOUN
easat-7124	349	35	chain	chain	NOUN
easat-7124	349	36	technology	technology	NOUN
easat-7124	349	37	journal	journal	NOUN
easat-7124	349	38	,	,	PUNCT
easat-7124	349	39	vol	vol	NOUN
easat-7124	349	40	.	.	PROPN
easat-7124	349	41	8	8	NUM
easat-7124	349	42	,	,	PUNCT
easat-7124	349	43	no	no	INTJ
easat-7124	349	44	.	.	NOUN
easat-7124	349	45	11	11	NUM
easat-7124	349	46	,	,	PUNCT
easat-7124	349	47	pp	pp	ADJ
easat-7124	349	48	.	.	PUNCT
easat-7124	350	1	1	1	NUM
easat-7124	350	2	-	-	SYM
easat-7124	350	3	3	3	NUM
easat-7124	350	4	,	,	PUNCT
easat-7124	350	5	2022	2022	NUM
easat-7124	350	6	.	.	PUNCT
easat-7124	351	1	https://doi.org/10.20545/isctj.v08.i11.0211	https://doi.org/10.20545/isctj.v08.i11.0211	X
easat-7124	352	1	[	[	X
easat-7124	352	2	17	17	NUM
easat-7124	352	3	]	]	PUNCT
easat-7124	352	4	x.	x.	NOUN
easat-7124	352	5	xue	xue	PROPN
easat-7124	352	6	,	,	PUNCT
easat-7124	352	7	"	"	PUNCT
easat-7124	352	8	design	design	NOUN
easat-7124	352	9	of	of	ADP
easat-7124	352	10	enterprise	enterprise	NOUN
easat-7124	352	11	financial	financial	ADJ
easat-7124	352	12	information	information	NOUN
easat-7124	352	13	fusion	fusion	NOUN
easat-7124	352	14	sharing	sharing	NOUN
easat-7124	352	15	system	system	NOUN
easat-7124	352	16	based	base	VERB
easat-7124	352	17	on	on	ADP
easat-7124	352	18	blockchain	blockchain	PROPN
easat-7124	352	19	technology	technology	PROPN
easat-7124	352	20	,	,	PUNCT
easat-7124	352	21	"	"	PUNCT
easat-7124	352	22	computational	computational	ADJ
easat-7124	352	23	intelligence	intelligence	NOUN
easat-7124	352	24	and	and	CCONJ
easat-7124	352	25	neuroscience	neuroscience	NOUN
easat-7124	352	26	,	,	PUNCT
easat-7124	352	27	vol	vol	NOUN
easat-7124	352	28	.	.	NOUN
easat-7124	352	29	2022	2022	NUM
easat-7124	352	30	,	,	PUNCT
easat-7124	352	31	no	no	INTJ
easat-7124	352	32	.	.	NOUN
easat-7124	352	33	1	1	NUM
easat-7124	352	34	,	,	PUNCT
easat-7124	352	35	pp	pp	ADJ
easat-7124	352	36	.	.	PUNCT
easat-7124	353	1	1	1	NUM
easat-7124	353	2	-	-	SYM
easat-7124	353	3	12	12	NUM
easat-7124	353	4	,	,	PUNCT
easat-7124	353	5	2022	2022	NUM
easat-7124	353	6	.	.	PUNCT
easat-7124	354	1	https://doi.org/10.1155/2022/5402444	https://doi.org/10.1155/2022/5402444	NOUN
easat-7124	354	2	[	[	X
easat-7124	354	3	18	18	NUM
easat-7124	354	4	]	]	X
easat-7124	354	5	h.	h.	PROPN
easat-7124	354	6	wang	wang	PROPN
easat-7124	354	7	,	,	PUNCT
easat-7124	354	8	s.	s.	PROPN
easat-7124	354	9	ma	ma	PROPN
easat-7124	354	10	,	,	PUNCT
easat-7124	354	11	h.-n	h.-n	PROPN
easat-7124	354	12	.	.	PUNCT
easat-7124	355	1	dai	dai	PROPN
easat-7124	355	2	,	,	PUNCT
easat-7124	355	3	m.	m.	NOUN
easat-7124	355	4	imran	imran	PROPN
easat-7124	355	5	,	,	PUNCT
easat-7124	355	6	and	and	CCONJ
easat-7124	355	7	t.	t.	PROPN
easat-7124	355	8	wang	wang	PROPN
easat-7124	355	9	,	,	PUNCT
easat-7124	355	10	"	"	PUNCT
easat-7124	355	11	blockchain	blockchain	PROPN
easat-7124	355	12	-	-	PUNCT
easat-7124	355	13	based	base	VERB
easat-7124	355	14	data	datum	NOUN
easat-7124	355	15	privacy	privacy	NOUN
easat-7124	355	16	management	management	NOUN
easat-7124	355	17	with	with	ADP
easat-7124	355	18	nudge	nudge	PROPN
easat-7124	355	19	theory	theory	NOUN
easat-7124	355	20	in	in	ADP
easat-7124	355	21	open	open	ADJ
easat-7124	355	22	banking	banking	NOUN
easat-7124	355	23	,	,	PUNCT
easat-7124	355	24	"	"	PUNCT
easat-7124	355	25	future	future	ADJ
easat-7124	355	26	generation	generation	NOUN
easat-7124	355	27	computer	computer	NOUN
easat-7124	355	28	systems	system	NOUN
easat-7124	355	29	,	,	PUNCT
easat-7124	355	30	vol	vol	NOUN
easat-7124	355	31	.	.	PROPN
easat-7124	355	32	110	110	NUM
easat-7124	355	33	,	,	PUNCT
easat-7124	355	34	pp	pp	ADJ
easat-7124	355	35	.	.	PUNCT
easat-7124	356	1	812	812	NUM
easat-7124	356	2	-	-	SYM
easat-7124	356	3	823	823	NUM
easat-7124	356	4	,	,	PUNCT
easat-7124	356	5	2020	2020	NUM
easat-7124	356	6	.	.	PUNCT
easat-7124	357	1	https://doi.org/10.1016/j.future.2019.09.10	https://doi.org/10.1016/j.future.2019.09.10	PROPN
easat-7124	357	2	[	[	X
easat-7124	357	3	19	19	NUM
easat-7124	357	4	]	]	PUNCT
easat-7124	357	5	b.	b.	PROPN
easat-7124	357	6	k.	k.	PROPN
easat-7124	357	7	mohanta	mohanta	PROPN
easat-7124	357	8	,	,	PUNCT
easat-7124	357	9	d.	d.	PROPN
easat-7124	357	10	jena	jena	PROPN
easat-7124	357	11	,	,	PUNCT
easat-7124	357	12	s.	s.	PROPN
easat-7124	357	13	s.	s.	PROPN
easat-7124	357	14	panda	panda	PROPN
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easat-7124	357	16	and	and	CCONJ
easat-7124	357	17	s.	s.	PROPN
easat-7124	357	18	sobhanayak	sobhanayak	PROPN
easat-7124	357	19	,	,	PUNCT
easat-7124	357	20	"	"	PUNCT
easat-7124	357	21	blockchain	blockchain	PROPN
easat-7124	357	22	technology	technology	PROPN
easat-7124	357	23	:	:	PUNCT
easat-7124	357	24	a	a	DET
easat-7124	357	25	survey	survey	NOUN
easat-7124	357	26	on	on	ADP
easat-7124	357	27	applications	application	NOUN
easat-7124	357	28	and	and	CCONJ
easat-7124	357	29	security	security	NOUN
easat-7124	357	30	privacy	privacy	NOUN
easat-7124	357	31	challenges	challenge	NOUN
easat-7124	357	32	,	,	PUNCT
easat-7124	357	33	"	"	PUNCT
easat-7124	357	34	internet	internet	NOUN
easat-7124	357	35	of	of	ADP
easat-7124	357	36	things	thing	NOUN
easat-7124	357	37	,	,	PUNCT
easat-7124	357	38	vol	vol	NOUN
easat-7124	357	39	.	.	PROPN
easat-7124	357	40	8	8	NUM
easat-7124	357	41	,	,	PUNCT
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easat-7124	357	43	100107	100107	NUM
easat-7124	357	44	,	,	PUNCT
easat-7124	357	45	2019	2019	NUM
easat-7124	357	46	.	.	PUNCT
easat-7124	358	1	https://doi.org/10.1016/j.iot.2019.100107	https://doi.org/10.1016/j.iot.2019.100107	PUNCT
easat-7124	359	1	[	[	X
easat-7124	359	2	20	20	NUM
easat-7124	359	3	]	]	X
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easat-7124	359	10	and	and	CCONJ
easat-7124	359	11	a.	a.	NOUN
easat-7124	359	12	sager	sager	PROPN
easat-7124	359	13	,	,	PUNCT
easat-7124	359	14	"	"	PUNCT
easat-7124	359	15	identity	identity	NOUN
easat-7124	359	16	-	-	PUNCT
easat-7124	359	17	based	base	VERB
easat-7124	359	18	network	network	NOUN
easat-7124	359	19	security	security	NOUN
easat-7124	359	20	for	for	ADP
easat-7124	359	21	commercial	commercial	ADJ
easat-7124	359	22	blockchain	blockchain	PROPN
easat-7124	359	23	services	services	PROPN
easat-7124	359	24	,	,	PUNCT
easat-7124	359	25	"	"	PUNCT
easat-7124	359	26	presented	present	VERB
easat-7124	359	27	at	at	ADP
easat-7124	359	28	the	the	DET
easat-7124	359	29	2018	2018	NUM
easat-7124	359	30	ieee	ieee	NOUN
easat-7124	359	31	8th	8th	ADJ
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easat-7124	359	36	workshop	workshop	NOUN
easat-7124	359	37	and	and	CCONJ
easat-7124	359	38	conference	conference	NOUN
easat-7124	359	39	(	(	PUNCT
easat-7124	359	40	ccwc	ccwc	PROPN
easat-7124	359	41	)	)	PUNCT
easat-7124	359	42	,	,	PUNCT
easat-7124	359	43	ieee	ieee	NOUN
easat-7124	359	44	,	,	PUNCT
easat-7124	359	45	2018	2018	NUM
easat-7124	359	46	.	.	PUNCT
easat-7124	360	1	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
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easat-7124	360	6	https://doi.org/10.1007/s10257-020-00468-2	https://doi.org/10.1007/s10257-020-00468-2	NUM
easat-7124	361	1	https://doi.org/10.1504/ijfib.2019.104535	https://doi.org/10.1504/ijfib.2019.104535	PROPN
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easat-7124	361	3	https://doi.org/10.1038/s41598-024-83564-4	https://doi.org/10.1038/s41598-024-83564-4	NUM
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easat-7124	361	14	and	and	CCONJ
easat-7124	361	15	technology	technology	NOUN
easat-7124	361	16	issn	issn	PROPN
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easat-7124	361	18	2576	2576	NUM
easat-7124	361	19	-	-	SYM
easat-7124	361	20	8484	8484	NUM
easat-7124	361	21	vol	vol	NOUN
easat-7124	361	22	.	.	PROPN
easat-7124	361	23	9	9	NUM
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easat-7124	361	26	.	.	NOUN
easat-7124	361	27	5	5	NUM
easat-7124	361	28	:	:	SYM
easat-7124	361	29	1204	1204	NUM
easat-7124	361	30	-	-	SYM
easat-7124	361	31	1220	1220	NUM
easat-7124	361	32	,	,	PUNCT
easat-7124	361	33	2025	2025	NUM
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easat-7124	361	42	;	;	PUNCT
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easat-7124	361	44	learning	learning	NOUN
easat-7124	361	45	gate	gate	NOUN
easat-7124	361	46	[	[	X
easat-7124	361	47	21	21	NUM
easat-7124	361	48	]	]	PUNCT
easat-7124	361	49	m.	m.	NOUN
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easat-7124	361	55	"	"	PUNCT
easat-7124	361	56	blockchain	blockchain	PROPN
easat-7124	361	57	based	base	VERB
easat-7124	361	58	sensitive	sensitive	ADJ
easat-7124	361	59	attribute	attribute	NOUN
easat-7124	361	60	storage	storage	NOUN
easat-7124	361	61	and	and	CCONJ
easat-7124	361	62	access	access	NOUN
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easat-7124	361	64	in	in	ADP
easat-7124	361	65	banking	banking	NOUN
easat-7124	361	66	system	system	NOUN
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easat-7124	361	68	"	"	PUNCT
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easat-7124	361	70	journal	journal	NOUN
easat-7124	361	71	of	of	ADP
easat-7124	361	72	cloud	cloud	NOUN
easat-7124	361	73	applications	application	NOUN
easat-7124	361	74	and	and	CCONJ
easat-7124	361	75	computing	computing	NOUN
easat-7124	361	76	,	,	PUNCT
easat-7124	361	77	vol	vol	NOUN
easat-7124	361	78	.	.	PROPN
easat-7124	362	1	10	10	NUM
easat-7124	362	2	,	,	PUNCT
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easat-7124	362	4	.	.	NOUN
easat-7124	362	5	2	2	NUM
easat-7124	362	6	,	,	PUNCT
easat-7124	362	7	pp	pp	ADJ
easat-7124	362	8	.	.	PUNCT
easat-7124	363	1	77	77	NUM
easat-7124	363	2	-	-	SYM
easat-7124	363	3	92	92	NUM
easat-7124	363	4	,	,	PUNCT
easat-7124	363	5	2020	2020	NUM
easat-7124	363	6	.	.	PUNCT
easat-7124	364	1	https://doi.org/10.4018/ijcac.2020040105	https://doi.org/10.4018/ijcac.2020040105	NOUN
easat-7124	365	1	[	[	X
easat-7124	365	2	22	22	NUM
easat-7124	365	3	]	]	X
easat-7124	365	4	p.	p.	NOUN
easat-7124	365	5	garg	garg	PROPN
easat-7124	365	6	,	,	PUNCT
easat-7124	365	7	b.	b.	PROPN
easat-7124	365	8	gupta	gupta	PROPN
easat-7124	365	9	,	,	PUNCT
easat-7124	365	10	a.	a.	PROPN
easat-7124	365	11	k.	k.	PROPN
easat-7124	365	12	chauhan	chauhan	PROPN
easat-7124	365	13	,	,	PUNCT
easat-7124	365	14	u.	u.	PROPN
easat-7124	365	15	sivarajah	sivarajah	PROPN
easat-7124	365	16	,	,	PUNCT
easat-7124	365	17	s.	s.	PROPN
easat-7124	365	18	gupta	gupta	PROPN
easat-7124	365	19	,	,	PUNCT
easat-7124	365	20	and	and	CCONJ
easat-7124	365	21	s.	s.	PROPN
easat-7124	365	22	modgil	modgil	PROPN
easat-7124	365	23	,	,	PUNCT
easat-7124	365	24	"	"	PUNCT
easat-7124	365	25	measuring	measure	VERB
easat-7124	365	26	the	the	DET
easat-7124	365	27	perceived	perceive	VERB
easat-7124	365	28	benefits	benefit	NOUN
easat-7124	365	29	of	of	ADP
easat-7124	365	30	implementing	implement	VERB
easat-7124	365	31	blockchain	blockchain	PROPN
easat-7124	365	32	technology	technology	NOUN
easat-7124	365	33	in	in	ADP
easat-7124	365	34	the	the	DET
easat-7124	365	35	banking	banking	NOUN
easat-7124	365	36	sector	sector	NOUN
easat-7124	365	37	,	,	PUNCT
easat-7124	365	38	"	"	PUNCT
easat-7124	365	39	technological	technological	ADJ
easat-7124	365	40	forecasting	forecasting	NOUN
easat-7124	365	41	and	and	CCONJ
easat-7124	365	42	social	social	ADJ
easat-7124	365	43	change	change	NOUN
easat-7124	365	44	,	,	PUNCT
easat-7124	365	45	vol	vol	NOUN
easat-7124	365	46	.	.	PROPN
easat-7124	365	47	163	163	NUM
easat-7124	365	48	,	,	PUNCT
easat-7124	365	49	p.	p.	NOUN
easat-7124	365	50	120407	120407	NUM
easat-7124	365	51	,	,	PUNCT
easat-7124	365	52	2021	2021	NUM
easat-7124	365	53	.	.	PUNCT
easat-7124	366	1	https://doi.org/10.1016/j.techfore.2020.120407	https://doi.org/10.1016/j.techfore.2020.120407	PUNCT
easat-7124	367	1	[	[	X
easat-7124	367	2	23	23	NUM
easat-7124	367	3	]	]	X
easat-7124	367	4	s.	s.	PROPN
easat-7124	367	5	kamble	kamble	PROPN
easat-7124	367	6	,	,	PUNCT
easat-7124	367	7	a.	a.	NOUN
easat-7124	367	8	gunasekaran	gunasekaran	NOUN
easat-7124	367	9	,	,	PUNCT
easat-7124	367	10	and	and	CCONJ
easat-7124	367	11	h.	h.	PROPN
easat-7124	367	12	arha	arha	PROPN
easat-7124	367	13	,	,	PUNCT
easat-7124	367	14	"	"	PUNCT
easat-7124	367	15	understanding	understand	VERB
easat-7124	367	16	the	the	DET
easat-7124	367	17	blockchain	blockchain	PROPN
easat-7124	367	18	technology	technology	PROPN
easat-7124	367	19	adoption	adoption	NOUN
easat-7124	367	20	in	in	ADP
easat-7124	367	21	supply	supply	NOUN
easat-7124	367	22	chainsindian	chainsindian	ADJ
easat-7124	367	23	context	context	NOUN
easat-7124	367	24	,	,	PUNCT
easat-7124	367	25	"	"	PUNCT
easat-7124	367	26	international	international	ADJ
easat-7124	367	27	journal	journal	NOUN
easat-7124	367	28	of	of	ADP
easat-7124	367	29	production	production	NOUN
easat-7124	367	30	research	research	NOUN
easat-7124	367	31	,	,	PUNCT
easat-7124	367	32	vol	vol	NOUN
easat-7124	367	33	.	.	PROPN
easat-7124	368	1	57	57	NUM
easat-7124	368	2	,	,	PUNCT
easat-7124	368	3	no	no	INTJ
easat-7124	368	4	.	.	NOUN
easat-7124	368	5	7	7	NUM
easat-7124	368	6	,	,	PUNCT
easat-7124	368	7	pp	pp	ADJ
easat-7124	368	8	.	.	PUNCT
easat-7124	369	1	2009	2009	NUM
easat-7124	369	2	-	-	SYM
easat-7124	369	3	2033	2033	NUM
easat-7124	369	4	,	,	PUNCT
easat-7124	369	5	2019	2019	NUM
easat-7124	369	6	.	.	PUNCT
easat-7124	370	1	https://doi.org/10.1080/00207543.2018.1518610	https://doi.org/10.1080/00207543.2018.1518610	PUNCT
easat-7124	371	1	[	[	X
easat-7124	371	2	24	24	NUM
easat-7124	371	3	]	]	PUNCT
easat-7124	371	4	b.	b.	PROPN
easat-7124	371	5	k.	k.	PROPN
easat-7124	371	6	mohanta	mohanta	PROPN
easat-7124	371	7	,	,	PUNCT
easat-7124	371	8	s.	s.	PROPN
easat-7124	371	9	s.	s.	PROPN
easat-7124	371	10	panda	panda	PROPN
easat-7124	371	11	,	,	PUNCT
easat-7124	371	12	and	and	CCONJ
easat-7124	371	13	d.	d.	PROPN
easat-7124	371	14	jena	jena	PROPN
easat-7124	371	15	,	,	PUNCT
easat-7124	371	16	"	"	PUNCT
easat-7124	371	17	an	an	DET
easat-7124	371	18	overview	overview	NOUN
easat-7124	371	19	of	of	ADP
easat-7124	371	20	smart	smart	ADJ
easat-7124	371	21	contract	contract	NOUN
easat-7124	371	22	and	and	CCONJ
easat-7124	371	23	use	use	VERB
easat-7124	371	24	cases	case	NOUN
easat-7124	371	25	in	in	ADP
easat-7124	371	26	blockchain	blockchain	PROPN
easat-7124	371	27	technology	technology	PROPN
easat-7124	371	28	,	,	PUNCT
easat-7124	371	29	"	"	PUNCT
easat-7124	371	30	presented	present	VERB
easat-7124	371	31	at	at	ADP
easat-7124	371	32	the	the	DET
easat-7124	371	33	2018	2018	NUM
easat-7124	371	34	9th	9th	ADJ
easat-7124	371	35	international	international	ADJ
easat-7124	371	36	conference	conference	NOUN
easat-7124	371	37	on	on	ADP
easat-7124	371	38	computing	computing	NOUN
easat-7124	371	39	,	,	PUNCT
easat-7124	371	40	communication	communication	NOUN
easat-7124	371	41	and	and	CCONJ
easat-7124	371	42	networking	networking	NOUN
easat-7124	371	43	technologies	technology	NOUN
easat-7124	371	44	(	(	PUNCT
easat-7124	371	45	icccnt	icccnt	ADJ
easat-7124	371	46	)	)	PUNCT
easat-7124	371	47	,	,	PUNCT
easat-7124	371	48	ieee	ieee	NOUN
easat-7124	371	49	,	,	PUNCT
easat-7124	371	50	2018	2018	NUM
easat-7124	371	51	.	.	PUNCT
easat-7124	372	1	[	[	X
easat-7124	372	2	25	25	NUM
easat-7124	372	3	]	]	PUNCT
easat-7124	372	4	s.	s.	PROPN
easat-7124	372	5	bhardwaj	bhardwaj	PROPN
easat-7124	372	6	and	and	CCONJ
easat-7124	372	7	m.	m.	PROPN
easat-7124	372	8	kaushik	kaushik	PROPN
easat-7124	372	9	,	,	PUNCT
easat-7124	372	10	blockchain	blockchain	PROPN
easat-7124	372	11	—	—	PUNCT
easat-7124	372	12	technology	technology	NOUN
easat-7124	372	13	to	to	PART
easat-7124	372	14	drive	drive	VERB
easat-7124	372	15	the	the	DET
easat-7124	372	16	future	future	NOUN
easat-7124	372	17	.	.	PUNCT
easat-7124	373	1	in	in	ADP
easat-7124	373	2	smart	smart	ADJ
easat-7124	373	3	computing	computing	NOUN
easat-7124	373	4	and	and	CCONJ
easat-7124	373	5	informatics	informatic	NOUN
easat-7124	373	6	.	.	PUNCT
easat-7124	374	1	singapore	singapore	PROPN
easat-7124	374	2	:	:	PUNCT
easat-7124	374	3	springer	springer	NOUN
easat-7124	374	4	,	,	PUNCT
easat-7124	374	5	2018	2018	NUM
easat-7124	374	6	.	.	PUNCT
easat-7124	375	1	[	[	X
easat-7124	375	2	26	26	NUM
easat-7124	375	3	]	]	X
easat-7124	375	4	p.	p.	PROPN
easat-7124	375	5	raj	raj	PROPN
easat-7124	375	6	,	,	PUNCT
easat-7124	375	7	k.	k.	PROPN
easat-7124	375	8	saini	saini	PROPN
easat-7124	375	9	,	,	PUNCT
easat-7124	375	10	and	and	CCONJ
easat-7124	375	11	c.	c.	PROPN
easat-7124	375	12	surianarayanan	surianarayanan	PROPN
easat-7124	375	13	,	,	PUNCT
easat-7124	375	14	blockchain	blockchain	PROPN
easat-7124	375	15	technology	technology	PROPN
easat-7124	375	16	and	and	CCONJ
easat-7124	375	17	applications	application	NOUN
easat-7124	375	18	.	.	PUNCT
easat-7124	376	1	united	united	PROPN
easat-7124	376	2	states	states	PROPN
easat-7124	376	3	:	:	PUNCT
easat-7124	376	4	crc	crc	NOUN
easat-7124	376	5	press	press	NOUN
easat-7124	376	6	,	,	PUNCT
easat-7124	376	7	2020	2020	NUM
easat-7124	376	8	.	.	PUNCT
easat-7124	377	1	[	[	X
easat-7124	377	2	27	27	NUM
easat-7124	377	3	]	]	SYM
easat-7124	377	4	a.	a.	NOUN
easat-7124	377	5	gupta	gupta	PROPN
easat-7124	377	6	and	and	CCONJ
easat-7124	377	7	s.	s.	PROPN
easat-7124	377	8	gupta	gupta	PROPN
easat-7124	377	9	,	,	PUNCT
easat-7124	377	10	"	"	PUNCT
easat-7124	377	11	blockchain	blockchain	PROPN
easat-7124	377	12	technology	technology	NOUN
easat-7124	377	13	application	application	NOUN
easat-7124	377	14	in	in	ADP
easat-7124	377	15	indian	indian	ADJ
easat-7124	377	16	banking	banking	NOUN
easat-7124	377	17	sector	sector	NOUN
easat-7124	377	18	,	,	PUNCT
easat-7124	377	19	"	"	PUNCT
easat-7124	377	20	delhi	delhi	PROPN
easat-7124	377	21	business	business	PROPN
easat-7124	377	22	review	review	PROPN
easat-7124	377	23	,	,	PUNCT
easat-7124	377	24	vol	vol	NOUN
easat-7124	377	25	.	.	PROPN
easat-7124	377	26	19	19	NUM
easat-7124	377	27	,	,	PUNCT
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easat-7124	377	29	.	.	NOUN
easat-7124	377	30	2	2	NUM
easat-7124	377	31	,	,	PUNCT
easat-7124	377	32	pp	pp	ADJ
easat-7124	377	33	.	.	PUNCT
easat-7124	378	1	75	75	NUM
easat-7124	378	2	-	-	SYM
easat-7124	378	3	84	84	NUM
easat-7124	378	4	,	,	PUNCT
easat-7124	378	5	2018	2018	NUM
easat-7124	378	6	.	.	PUNCT
easat-7124	379	1	https://doi.org/10.51768/dbr.v19i2.192201807	https://doi.org/10.51768/dbr.v19i2.192201807	NOUN
easat-7124	379	2	[	[	SYM
easat-7124	379	3	28	28	NUM
easat-7124	379	4	]	]	X
easat-7124	379	5	w.	w.	PROPN
easat-7124	379	6	k.	k.	PROPN
easat-7124	379	7	a.	a.	PROPN
easat-7124	379	8	tan	tan	PROPN
easat-7124	379	9	and	and	CCONJ
easat-7124	379	10	b.	b.	PROPN
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easat-7124	379	12	,	,	PUNCT
easat-7124	379	13	"	"	PUNCT
easat-7124	379	14	assessing	assess	VERB
easat-7124	379	15	blockchain	blockchain	PROPN
easat-7124	379	16	technology	technology	NOUN
easat-7124	379	17	application	application	NOUN
easat-7124	379	18	for	for	ADP
easat-7124	379	19	freight	freight	NOUN
easat-7124	379	20	booking	booking	NOUN
easat-7124	379	21	business	business	NOUN
easat-7124	379	22	:	:	PUNCT
easat-7124	379	23	a	a	DET
easat-7124	379	24	case	case	NOUN
easat-7124	379	25	study	study	NOUN
easat-7124	379	26	from	from	ADP
easat-7124	379	27	technology	technology	NOUN
easat-7124	379	28	acceptance	acceptance	NOUN
easat-7124	379	29	model	model	NOUN
easat-7124	379	30	perspective	perspective	NOUN
easat-7124	379	31	,	,	PUNCT
easat-7124	379	32	"	"	PUNCT
easat-7124	379	33	journal	journal	NOUN
easat-7124	379	34	of	of	ADP
easat-7124	379	35	global	global	ADJ
easat-7124	379	36	operations	operation	NOUN
easat-7124	379	37	and	and	CCONJ
easat-7124	379	38	strategic	strategic	ADJ
easat-7124	379	39	sourcing	sourcing	NOUN
easat-7124	379	40	,	,	PUNCT
easat-7124	379	41	vol	vol	NOUN
easat-7124	379	42	.	.	PROPN
easat-7124	380	1	14	14	NUM
easat-7124	380	2	,	,	PUNCT
easat-7124	380	3	no	no	INTJ
easat-7124	380	4	.	.	NOUN
easat-7124	380	5	1	1	NUM
easat-7124	380	6	,	,	PUNCT
easat-7124	380	7	pp	pp	ADJ
easat-7124	380	8	.	.	PUNCT
easat-7124	381	1	202	202	NUM
easat-7124	381	2	-	-	SYM
easat-7124	381	3	223	223	NUM
easat-7124	381	4	,	,	PUNCT
easat-7124	381	5	2021	2021	NUM
easat-7124	381	6	.	.	PUNCT
easat-7124	382	1	[	[	X
easat-7124	382	2	29	29	NUM
easat-7124	382	3	]	]	X
easat-7124	382	4	n.	n.	NOUN
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easat-7124	382	6	,	,	PUNCT
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easat-7124	382	12	and	and	CCONJ
easat-7124	382	13	m.	m.	NOUN
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easat-7124	382	17	from	from	ADP
easat-7124	382	18	zeus	zeus	PROPN
easat-7124	382	19	to	to	PART
easat-7124	382	20	zitmo	zitmo	VERB
easat-7124	382	21	:	:	PUNCT
easat-7124	382	22	trends	trend	NOUN
easat-7124	382	23	in	in	ADP
easat-7124	382	24	banking	banking	NOUN
easat-7124	382	25	malware	malware	NOUN
easat-7124	382	26	,	,	PUNCT
easat-7124	382	27	"	"	PUNCT
easat-7124	382	28	presented	present	VERB
easat-7124	382	29	at	at	ADP
easat-7124	382	30	the	the	DET
easat-7124	382	31	2015	2015	NUM
easat-7124	382	32	ieee	ieee	NOUN
easat-7124	382	33	trustcom	trustcom	NOUN
easat-7124	382	34	/	/	SYM
easat-7124	382	35	bigdatase	bigdatase	NOUN
easat-7124	382	36	/	/	SYM
easat-7124	382	37	ispa	ispa	NOUN
easat-7124	382	38	,	,	PUNCT
easat-7124	382	39	2015	2015	NUM
easat-7124	382	40	.	.	PUNCT
easat-7124	383	1	[	[	X
easat-7124	383	2	30	30	NUM
easat-7124	383	3	]	]	X
easat-7124	383	4	r.	r.	PROPN
easat-7124	383	5	goyat	goyat	PROPN
easat-7124	383	6	et	et	PROPN
easat-7124	383	7	al	al	PROPN
easat-7124	383	8	.	.	PROPN
easat-7124	383	9	,	,	PUNCT
easat-7124	383	10	"	"	PUNCT
easat-7124	383	11	blockchain	blockchain	NOUN
easat-7124	383	12	-	-	PUNCT
easat-7124	383	13	based	base	VERB
easat-7124	383	14	data	datum	NOUN
easat-7124	383	15	storage	storage	NOUN
easat-7124	383	16	with	with	ADP
easat-7124	383	17	privacy	privacy	NOUN
easat-7124	383	18	and	and	CCONJ
easat-7124	383	19	authentication	authentication	NOUN
easat-7124	383	20	in	in	ADP
easat-7124	383	21	internet	internet	NOUN
easat-7124	383	22	of	of	ADP
easat-7124	383	23	things	thing	NOUN
easat-7124	383	24	,	,	PUNCT
easat-7124	383	25	"	"	PUNCT
easat-7124	383	26	ieee	ieee	NOUN
easat-7124	383	27	internet	internet	NOUN
easat-7124	383	28	of	of	ADP
easat-7124	383	29	things	thing	NOUN
easat-7124	383	30	journal	journal	NOUN
easat-7124	383	31	,	,	PUNCT
easat-7124	383	32	vol	vol	NOUN
easat-7124	383	33	.	.	PROPN
easat-7124	383	34	9	9	NUM
easat-7124	383	35	,	,	PUNCT
easat-7124	383	36	no	no	INTJ
easat-7124	383	37	.	.	NOUN
easat-7124	383	38	16	16	NUM
easat-7124	383	39	,	,	PUNCT
easat-7124	383	40	pp	pp	ADJ
easat-7124	383	41	.	.	PUNCT
easat-7124	383	42	14203	14203	NUM
easat-7124	383	43	-	-	SYM
easat-7124	383	44	14215	14215	NUM
easat-7124	383	45	,	,	PUNCT
easat-7124	383	46	2020	2020	NUM
easat-7124	383	47	.	.	PUNCT
easat-7124	384	1	https://doi.org/10.1109/jiot.2020.3019074	https://doi.org/10.1109/jiot.2020.3019074	PROPN
easat-7124	385	1	[	[	X
easat-7124	385	2	31	31	NUM
easat-7124	385	3	]	]	PUNCT
easat-7124	385	4	h.	h.	PROPN
easat-7124	385	5	labbadi	labbadi	PROPN
easat-7124	385	6	and	and	CCONJ
easat-7124	385	7	a.	a.	NOUN
easat-7124	385	8	khelil	khelil	PROPN
easat-7124	385	9	,	,	PUNCT
easat-7124	385	10	"	"	PUNCT
easat-7124	385	11	blockchain	blockchain	PROPN
easat-7124	385	12	technology	technology	NOUN
easat-7124	385	13	application	application	NOUN
easat-7124	385	14	in	in	ADP
easat-7124	385	15	the	the	DET
easat-7124	385	16	uae	uae	PROPN
easat-7124	385	17	banking	banking	NOUN
easat-7124	385	18	industry	industry	NOUN
easat-7124	385	19	,	,	PUNCT
easat-7124	385	20	"	"	PUNCT
easat-7124	385	21	journal	journal	NOUN
easat-7124	385	22	of	of	ADP
easat-7124	385	23	economics	economic	NOUN
easat-7124	385	24	and	and	CCONJ
easat-7124	385	25	finance	finance	NOUN
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easat-7124	385	30	,	,	PUNCT
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easat-7124	385	42	.	.	PUNCT
easat-7124	386	1	[	[	X
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easat-7124	387	6	,	,	PUNCT
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easat-7124	387	8	.	.	PUNCT
easat-7124	388	1	427	427	NUM
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easat-7124	388	6	.	.	PUNCT
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