id	sid	tid	token	lemma	pos
cana-3179	1	1	communications	communication	NOUN
cana-3179	1	2	on	on	ADP
cana-3179	1	3	applied	apply	VERB
cana-3179	1	4	nonlinear	nonlinear	ADJ
cana-3179	1	5	analysis	analysis	NOUN
cana-3179	1	6	issn	issn	NOUN
cana-3179	1	7	:	:	PUNCT
cana-3179	1	8	1074	1074	NUM
cana-3179	1	9	-	-	PUNCT
cana-3179	1	10	133x	133x	NUM
cana-3179	1	11	vol	vol	NOUN
cana-3179	1	12	32	32	NUM
cana-3179	1	13	no	no	NOUN
cana-3179	1	14	.	.	PUNCT
cana-3179	2	1	5s	5s	NUM
cana-3179	2	2	(	(	PUNCT
cana-3179	2	3	2025	2025	NUM
cana-3179	2	4	)	)	PUNCT
cana-3179	3	1	540	540	NUM
cana-3179	3	2	https://internationalpubls.com	https://internationalpubls.com	X
cana-3179	3	3	blockchain	blockchain	NOUN
cana-3179	3	4	-	-	PUNCT
cana-3179	3	5	based	base	VERB
cana-3179	3	6	nonlinear	nonlinear	ADJ
cana-3179	3	7	analysis	analysis	NOUN
cana-3179	3	8	for	for	ADP
cana-3179	3	9	data	data	NOUN
cana-3179	3	10	auditing	auditing	NOUN
cana-3179	3	11	management	management	NOUN
cana-3179	3	12	:	:	PUNCT
cana-3179	3	13	principles	principle	NOUN
cana-3179	3	14	and	and	CCONJ
cana-3179	3	15	applications	application	NOUN
cana-3179	3	16	m.	m.	NOUN
cana-3179	3	17	sri	sri	PROPN
cana-3179	3	18	lakshmi1	lakshmi1	PROPN
cana-3179	3	19	,	,	PUNCT
cana-3179	3	20	p.	p.	PROPN
cana-3179	3	21	md	md	PROPN
cana-3179	3	22	.	.	PUNCT
cana-3179	4	1	shahid2	shahid2	PROPN
cana-3179	4	2	,	,	PUNCT
cana-3179	4	3	ganthi	ganthi	ADJ
cana-3179	4	4	sai	sai	PROPN
cana-3179	4	5	vamsi3	vamsi3	PROPN
cana-3179	4	6	,	,	PUNCT
cana-3179	4	7	md	md	PROPN
cana-3179	4	8	.	.	PROPN
cana-3179	4	9	shahid	shahid	PROPN
cana-3179	4	10	afrid4	afrid4	PROPN
cana-3179	4	11	,	,	PUNCT
cana-3179	4	12	p.	p.	PROPN
cana-3179	4	13	vamsidhar	vamsidhar	PROPN
cana-3179	5	1	reddy5	reddy5	NOUN
cana-3179	5	2	,	,	PUNCT
cana-3179	5	3	k.	k.	PROPN
cana-3179	5	4	raghu6	raghu6	PROPN
cana-3179	6	1	1associate	1associate	NUM
cana-3179	6	2	professor	professor	NOUN
cana-3179	6	3	,	,	PUNCT
cana-3179	6	4	department	department	NOUN
cana-3179	6	5	of	of	ADP
cana-3179	6	6	computer	computer	NOUN
cana-3179	6	7	science	science	NOUN
cana-3179	6	8	and	and	CCONJ
cana-3179	6	9	engineering	engineering	NOUN
cana-3179	6	10	,	,	PUNCT
cana-3179	6	11	g	g	PROPN
cana-3179	6	12	pullaiah	pullaiah	PROPN
cana-3179	6	13	college	college	NOUN
cana-3179	6	14	of	of	ADP
cana-3179	6	15	engineering	engineering	NOUN
cana-3179	6	16	and	and	CCONJ
cana-3179	6	17	technology	technology	NOUN
cana-3179	6	18	(	(	PUNCT
cana-3179	6	19	autonomous	autonomous	ADJ
cana-3179	6	20	)	)	PUNCT
cana-3179	6	21	,	,	PUNCT
cana-3179	6	22	kurnool	kurnool	PROPN
cana-3179	6	23	,	,	PUNCT
cana-3179	6	24	india	india	PROPN
cana-3179	6	25	.	.	PUNCT
cana-3179	6	26	email	email	NOUN
cana-3179	6	27	:	:	PUNCT
cana-3179	6	28	srilakshmicse@gpcet.ac.in	srilakshmicse@gpcet.ac.in	ADP
cana-3179	6	29	2	2	NUM
cana-3179	6	30	g	g	PROPN
cana-3179	6	31	pullaiah	pullaiah	PROPN
cana-3179	6	32	college	college	NOUN
cana-3179	6	33	of	of	ADP
cana-3179	6	34	engineering	engineering	NOUN
cana-3179	6	35	and	and	CCONJ
cana-3179	6	36	technology	technology	NOUN
cana-3179	6	37	(	(	PUNCT
cana-3179	6	38	autonomous	autonomous	ADJ
cana-3179	6	39	)	)	PUNCT
cana-3179	6	40	,	,	PUNCT
cana-3179	6	41	kurnool	kurnool	PROPN
cana-3179	6	42	,	,	PUNCT
cana-3179	6	43	india	india	PROPN
cana-3179	6	44	.	.	PUNCT
cana-3179	6	45	email	email	NOUN
cana-3179	6	46	:	:	PUNCT
cana-3179	6	47	shahidmohammed8284@gmail.com	shahidmohammed8284@gmail.com	NOUN
cana-3179	6	48	3	3	NUM
cana-3179	6	49	g	g	PROPN
cana-3179	6	50	pullaiah	pullaiah	PROPN
cana-3179	6	51	college	college	NOUN
cana-3179	6	52	of	of	ADP
cana-3179	6	53	engineering	engineering	NOUN
cana-3179	6	54	and	and	CCONJ
cana-3179	6	55	technology	technology	NOUN
cana-3179	6	56	(	(	PUNCT
cana-3179	6	57	autonomous	autonomous	ADJ
cana-3179	6	58	)	)	PUNCT
cana-3179	6	59	,	,	PUNCT
cana-3179	6	60	kurnool	kurnool	PROPN
cana-3179	6	61	,	,	PUNCT
cana-3179	6	62	india	india	PROPN
cana-3179	6	63	.	.	PUNCT
cana-3179	6	64	email	email	NOUN
cana-3179	6	65	:	:	PUNCT
cana-3179	6	66	saivamsi0043@gmail.com	saivamsi0043@gmail.com	PROPN
cana-3179	6	67	4	4	NUM
cana-3179	6	68	g	g	PROPN
cana-3179	6	69	pullaiah	pullaiah	PROPN
cana-3179	6	70	college	college	NOUN
cana-3179	6	71	of	of	ADP
cana-3179	6	72	engineering	engineering	NOUN
cana-3179	6	73	and	and	CCONJ
cana-3179	6	74	technology	technology	NOUN
cana-3179	6	75	(	(	PUNCT
cana-3179	6	76	autonomous	autonomous	ADJ
cana-3179	6	77	)	)	PUNCT
cana-3179	6	78	,	,	PUNCT
cana-3179	6	79	kurnool	kurnool	PROPN
cana-3179	6	80	,	,	PUNCT
cana-3179	6	81	india	india	PROPN
cana-3179	6	82	.	.	PUNCT
cana-3179	6	83	email	email	NOUN
cana-3179	6	84	:	:	PUNCT
cana-3179	6	85	shahidafrid9100@gmail.com	shahidafrid9100@gmail.com	X
cana-3179	7	1	5	5	NUM
cana-3179	7	2	g	g	PROPN
cana-3179	7	3	pullaiah	pullaiah	PROPN
cana-3179	7	4	college	college	NOUN
cana-3179	7	5	of	of	ADP
cana-3179	7	6	engineering	engineering	NOUN
cana-3179	7	7	and	and	CCONJ
cana-3179	7	8	technology	technology	NOUN
cana-3179	7	9	(	(	PUNCT
cana-3179	7	10	autonomous	autonomous	ADJ
cana-3179	7	11	)	)	PUNCT
cana-3179	7	12	,	,	PUNCT
cana-3179	7	13	kurnool	kurnool	PROPN
cana-3179	7	14	,	,	PUNCT
cana-3179	7	15	india	india	PROPN
cana-3179	7	16	.	.	PUNCT
cana-3179	8	1	email	email	NOUN
cana-3179	8	2	:	:	PUNCT
cana-3179	8	3	vamsidharreddy829@gmail.com	vamsidharreddy829@gmail.com	X
cana-3179	8	4	6	6	NUM
cana-3179	8	5	g	g	PROPN
cana-3179	8	6	pullaiah	pullaiah	PROPN
cana-3179	8	7	college	college	NOUN
cana-3179	8	8	of	of	ADP
cana-3179	8	9	engineering	engineering	NOUN
cana-3179	8	10	and	and	CCONJ
cana-3179	8	11	technology	technology	NOUN
cana-3179	8	12	(	(	PUNCT
cana-3179	8	13	autonomous	autonomous	ADJ
cana-3179	8	14	)	)	PUNCT
cana-3179	8	15	,	,	PUNCT
cana-3179	8	16	kurnool	kurnool	PROPN
cana-3179	8	17	,	,	PUNCT
cana-3179	8	18	india	india	PROPN
cana-3179	8	19	.	.	PUNCT
cana-3179	9	1	email	email	NOUN
cana-3179	9	2	:	:	PUNCT
cana-3179	10	1	raghukoyalakonda@gmail.com	raghukoyalakonda@gmail.com	X
cana-3179	10	2	article	article	NOUN
cana-3179	10	3	history	history	NOUN
cana-3179	10	4	:	:	PUNCT
cana-3179	10	5	received	receive	VERB
cana-3179	10	6	:	:	PUNCT
cana-3179	10	7	14	14	NUM
cana-3179	10	8	-	-	SYM
cana-3179	10	9	10	10	NUM
cana-3179	10	10	-	-	PUNCT
cana-3179	10	11	2024	2024	NUM
cana-3179	10	12	revised	revise	VERB
cana-3179	10	13	:	:	PUNCT
cana-3179	10	14	25	25	NUM
cana-3179	10	15	-	-	SYM
cana-3179	10	16	11	11	NUM
cana-3179	10	17	-	-	PUNCT
cana-3179	10	18	2024	2024	NUM
cana-3179	10	19	accepted	accept	VERB
cana-3179	10	20	:	:	PUNCT
cana-3179	10	21	11	11	NUM
cana-3179	10	22	-	-	SYM
cana-3179	10	23	12	12	NUM
cana-3179	10	24	-	-	PUNCT
cana-3179	10	25	2024	2024	NUM
cana-3179	10	26	abstract	abstract	NOUN
cana-3179	10	27	:	:	PUNCT
cana-3179	10	28	this	this	DET
cana-3179	10	29	document	document	NOUN
cana-3179	10	30	introduces	introduce	VERB
cana-3179	10	31	the	the	DET
cana-3179	10	32	"	"	PUNCT
cana-3179	10	33	blockchain	blockchain	NOUN
cana-3179	10	34	-	-	PUNCT
cana-3179	10	35	based	base	VERB
cana-3179	10	36	nonlinear	nonlinear	ADJ
cana-3179	10	37	analysis	analysis	NOUN
cana-3179	10	38	for	for	ADP
cana-3179	10	39	data	data	NOUN
cana-3179	10	40	auditing	auditing	NOUN
cana-3179	10	41	management	management	NOUN
cana-3179	10	42	:	:	PUNCT
cana-3179	10	43	principles	principle	NOUN
cana-3179	10	44	and	and	CCONJ
cana-3179	10	45	applications	application	NOUN
cana-3179	10	46	,	,	PUNCT
cana-3179	10	47	"	"	PUNCT
cana-3179	10	48	a	a	DET
cana-3179	10	49	framework	framework	NOUN
cana-3179	10	50	designed	design	VERB
cana-3179	10	51	to	to	PART
cana-3179	10	52	transform	transform	VERB
cana-3179	10	53	data	datum	NOUN
cana-3179	10	54	management	management	NOUN
cana-3179	10	55	strategies	strategy	NOUN
cana-3179	10	56	through	through	ADP
cana-3179	10	57	increased	increase	VERB
cana-3179	10	58	transparency	transparency	NOUN
cana-3179	10	59	,	,	PUNCT
cana-3179	10	60	security	security	NOUN
cana-3179	10	61	,	,	PUNCT
cana-3179	10	62	and	and	CCONJ
cana-3179	10	63	efficiency	efficiency	NOUN
cana-3179	10	64	.	.	PUNCT
cana-3179	11	1	utilizing	utilize	VERB
cana-3179	11	2	the	the	DET
cana-3179	11	3	immutable	immutable	ADJ
cana-3179	11	4	and	and	CCONJ
cana-3179	11	5	decentralized	decentralized	ADJ
cana-3179	11	6	characteristics	characteristic	NOUN
cana-3179	11	7	of	of	ADP
cana-3179	11	8	blockchain	blockchain	PROPN
cana-3179	11	9	technology	technology	PROPN
cana-3179	11	10	,	,	PUNCT
cana-3179	11	11	this	this	DET
cana-3179	11	12	framework	framework	NOUN
cana-3179	11	13	ensures	ensure	VERB
cana-3179	11	14	the	the	DET
cana-3179	11	15	integrity	integrity	NOUN
cana-3179	11	16	of	of	ADP
cana-3179	11	17	data	datum	NOUN
cana-3179	11	18	and	and	CCONJ
cana-3179	11	19	provides	provide	VERB
cana-3179	11	20	traceability	traceability	NOUN
cana-3179	11	21	across	across	ADP
cana-3179	11	22	diverse	diverse	ADJ
cana-3179	11	23	sectors	sector	NOUN
cana-3179	11	24	.	.	PUNCT
cana-3179	12	1	it	it	PRON
cana-3179	12	2	presents	present	VERB
cana-3179	12	3	a	a	DET
cana-3179	12	4	secure	secure	ADJ
cana-3179	12	5	method	method	NOUN
cana-3179	12	6	for	for	ADP
cana-3179	12	7	the	the	DET
cana-3179	12	8	recording	recording	NOUN
cana-3179	12	9	and	and	CCONJ
cana-3179	12	10	auditing	auditing	NOUN
cana-3179	12	11	of	of	ADP
cana-3179	12	12	data	datum	NOUN
cana-3179	12	13	transactions	transaction	NOUN
cana-3179	12	14	,	,	PUNCT
cana-3179	12	15	protecting	protect	VERB
cana-3179	12	16	against	against	ADP
cana-3179	12	17	unauthorized	unauthorized	ADJ
cana-3179	12	18	alterations	alteration	NOUN
cana-3179	12	19	and	and	CCONJ
cana-3179	12	20	increasing	increase	VERB
cana-3179	12	21	trust	trust	NOUN
cana-3179	12	22	among	among	ADP
cana-3179	12	23	stakeholders	stakeholder	NOUN
cana-3179	12	24	.	.	PUNCT
cana-3179	13	1	the	the	DET
cana-3179	13	2	framework	framework	NOUN
cana-3179	13	3	is	be	AUX
cana-3179	13	4	versatile	versatile	ADJ
cana-3179	13	5	,	,	PUNCT
cana-3179	13	6	with	with	ADP
cana-3179	13	7	potential	potential	ADJ
cana-3179	13	8	applications	application	NOUN
cana-3179	13	9	in	in	ADP
cana-3179	13	10	various	various	ADJ
cana-3179	13	11	domains	domain	NOUN
cana-3179	13	12	,	,	PUNCT
cana-3179	13	13	yet	yet	CCONJ
cana-3179	13	14	its	its	PRON
cana-3179	13	15	efficacy	efficacy	NOUN
cana-3179	13	16	is	be	AUX
cana-3179	13	17	particularly	particularly	ADV
cana-3179	13	18	demonstrated	demonstrate	VERB
cana-3179	13	19	through	through	ADP
cana-3179	13	20	a	a	DET
cana-3179	13	21	theoretical	theoretical	ADJ
cana-3179	13	22	case	case	NOUN
cana-3179	13	23	study	study	NOUN
cana-3179	13	24	in	in	ADP
cana-3179	13	25	the	the	DET
cana-3179	13	26	organ	organ	NOUN
cana-3179	13	27	donation	donation	NOUN
cana-3179	13	28	and	and	CCONJ
cana-3179	13	29	transplantation	transplantation	NOUN
cana-3179	13	30	field	field	NOUN
cana-3179	13	31	.	.	PUNCT
cana-3179	14	1	here	here	ADV
cana-3179	14	2	,	,	PUNCT
cana-3179	14	3	it	it	PRON
cana-3179	14	4	tackles	tackle	VERB
cana-3179	14	5	prevalent	prevalent	ADJ
cana-3179	14	6	challenges	challenge	NOUN
cana-3179	14	7	such	such	ADJ
cana-3179	14	8	as	as	ADP
cana-3179	14	9	consent	consent	NOUN
cana-3179	14	10	verification	verification	NOUN
cana-3179	14	11	,	,	PUNCT
cana-3179	14	12	organ	organ	NOUN
cana-3179	14	13	matching	matching	NOUN
cana-3179	14	14	,	,	PUNCT
cana-3179	14	15	and	and	CCONJ
cana-3179	14	16	the	the	DET
cana-3179	14	17	documentation	documentation	NOUN
cana-3179	14	18	of	of	ADP
cana-3179	14	19	transplant	transplant	NOUN
cana-3179	14	20	outcomes	outcome	NOUN
cana-3179	14	21	,	,	PUNCT
cana-3179	14	22	ensuring	ensure	VERB
cana-3179	14	23	a	a	DET
cana-3179	14	24	process	process	NOUN
cana-3179	14	25	that	that	PRON
cana-3179	14	26	is	be	AUX
cana-3179	14	27	both	both	ADV
cana-3179	14	28	transparent	transparent	ADJ
cana-3179	14	29	and	and	CCONJ
cana-3179	14	30	secure	secure	ADJ
cana-3179	14	31	.	.	PUNCT
cana-3179	15	1	the	the	DET
cana-3179	15	2	framework	framework	NOUN
cana-3179	15	3	's	's	PART
cana-3179	15	4	adaptability	adaptability	NOUN
cana-3179	15	5	and	and	CCONJ
cana-3179	15	6	scalability	scalability	NOUN
cana-3179	15	7	position	position	NOUN
cana-3179	15	8	it	it	PRON
cana-3179	15	9	as	as	ADP
cana-3179	15	10	an	an	DET
cana-3179	15	11	essential	essential	ADJ
cana-3179	15	12	tool	tool	NOUN
cana-3179	15	13	for	for	ADP
cana-3179	15	14	enhancing	enhance	VERB
cana-3179	15	15	data	datum	NOUN
cana-3179	15	16	accuracy	accuracy	NOUN
cana-3179	15	17	,	,	PUNCT
cana-3179	15	18	auditability	auditability	NOUN
cana-3179	15	19	,	,	PUNCT
cana-3179	15	20	and	and	CCONJ
cana-3179	15	21	operational	operational	ADJ
cana-3179	15	22	transparency	transparency	NOUN
cana-3179	15	23	across	across	ADP
cana-3179	15	24	numerous	numerous	ADJ
cana-3179	15	25	data	datum	NOUN
cana-3179	15	26	management	management	NOUN
cana-3179	15	27	contexts	contexts	NOUN
cana-3179	15	28	.	.	PUNCT
cana-3179	16	1	the	the	DET
cana-3179	16	2	principles	principle	NOUN
cana-3179	16	3	behind	behind	ADP
cana-3179	16	4	the	the	DET
cana-3179	16	5	framework	framework	NOUN
cana-3179	16	6	and	and	CCONJ
cana-3179	16	7	highlights	highlight	NOUN
cana-3179	16	8	its	its	PRON
cana-3179	16	9	practical	practical	ADJ
cana-3179	16	10	applications	application	NOUN
cana-3179	16	11	,	,	PUNCT
cana-3179	16	12	underscoring	underscore	VERB
cana-3179	16	13	its	its	PRON
cana-3179	16	14	role	role	NOUN
cana-3179	16	15	in	in	ADP
cana-3179	16	16	improving	improve	VERB
cana-3179	16	17	data	datum	NOUN
cana-3179	16	18	management	management	NOUN
cana-3179	16	19	practices	practice	NOUN
cana-3179	16	20	globally	globally	ADV
cana-3179	16	21	.	.	PUNCT
cana-3179	17	1	keywords	keyword	NOUN
cana-3179	17	2	:	:	PUNCT
cana-3179	18	1	blockchain	blockchain	NOUN
cana-3179	18	2	;	;	PUNCT
cana-3179	18	3	data	datum	NOUN
cana-3179	18	4	integrity	integrity	NOUN
cana-3179	18	5	;	;	PUNCT
cana-3179	18	6	cloud	cloud	NOUN
cana-3179	18	7	computing	computing	NOUN
cana-3179	18	8	;	;	PUNCT
cana-3179	18	9	application	application	NOUN
cana-3179	18	10	programming	programming	NOUN
cana-3179	18	11	interfaces	interface	NOUN
cana-3179	18	12	(	(	PUNCT
cana-3179	18	13	apis	apis	PROPN
cana-3179	18	14	)	)	PUNCT
cana-3179	18	15	;	;	PUNCT
cana-3179	18	16	data	datum	NOUN
cana-3179	18	17	auditing	auditing	NOUN
cana-3179	18	18	management	management	NOUN
cana-3179	18	19	.	.	PUNCT
cana-3179	19	1	1	1	X
cana-3179	19	2	.	.	X
cana-3179	19	3	introduction	introduction	NOUN
cana-3179	19	4	the	the	DET
cana-3179	19	5	advent	advent	NOUN
cana-3179	19	6	of	of	ADP
cana-3179	19	7	blockchain	blockchain	PROPN
cana-3179	19	8	technology	technology	PROPN
cana-3179	19	9	has	have	AUX
cana-3179	19	10	ushered	usher	VERB
cana-3179	19	11	in	in	ADP
cana-3179	19	12	a	a	DET
cana-3179	19	13	new	new	ADJ
cana-3179	19	14	era	era	NOUN
cana-3179	19	15	of	of	ADP
cana-3179	19	16	data	datum	NOUN
cana-3179	19	17	management	management	NOUN
cana-3179	19	18	,	,	PUNCT
cana-3179	19	19	characterized	characterize	VERB
cana-3179	19	20	by	by	ADP
cana-3179	19	21	enhanced	enhanced	ADJ
cana-3179	19	22	security	security	NOUN
cana-3179	19	23	,	,	PUNCT
cana-3179	19	24	transparency	transparency	NOUN
cana-3179	19	25	,	,	PUNCT
cana-3179	19	26	and	and	CCONJ
cana-3179	19	27	trust	trust	NOUN
cana-3179	19	28	.	.	PUNCT
cana-3179	20	1	as	as	ADP
cana-3179	20	2	a	a	DET
cana-3179	20	3	decentralized	decentralized	ADJ
cana-3179	20	4	ledger	ledger	NOUN
cana-3179	20	5	that	that	PRON
cana-3179	20	6	records	record	VERB
cana-3179	20	7	transactions	transaction	NOUN
cana-3179	20	8	across	across	ADP
cana-3179	20	9	multiple	multiple	ADJ
cana-3179	20	10	computers	computer	NOUN
cana-3179	20	11	,	,	PUNCT
cana-3179	20	12	blockchain	blockchain	PROPN
cana-3179	20	13	ensures	ensure	VERB
cana-3179	20	14	that	that	SCONJ
cana-3179	20	15	each	each	DET
cana-3179	20	16	entry	entry	NOUN
cana-3179	20	17	is	be	AUX
cana-3179	20	18	immutable	immutable	ADJ
cana-3179	20	19	and	and	CCONJ
cana-3179	20	20	verifiable	verifiable	ADJ
cana-3179	20	21	,	,	PUNCT
cana-3179	20	22	thereby	thereby	ADV
cana-3179	20	23	mitigating	mitigate	VERB
cana-3179	20	24	risks	risk	NOUN
cana-3179	20	25	associated	associate	VERB
cana-3179	20	26	with	with	ADP
cana-3179	20	27	data	data	NOUN
cana-3179	20	28	tampering	tampering	NOUN
cana-3179	20	29	and	and	CCONJ
cana-3179	20	30	fraud	fraud	NOUN
cana-3179	20	31	[	[	X
cana-3179	20	32	1	1	NUM
cana-3179	20	33	]	]	PUNCT
cana-3179	20	34	.	.	PUNCT
cana-3179	21	1	the	the	DET
cana-3179	21	2	application	application	NOUN
cana-3179	21	3	of	of	ADP
cana-3179	21	4	blockchain	blockchain	PROPN
cana-3179	21	5	extends	extend	VERB
cana-3179	21	6	beyond	beyond	ADP
cana-3179	21	7	its	its	PRON
cana-3179	21	8	initial	initial	ADJ
cana-3179	21	9	financial	financial	ADJ
cana-3179	21	10	use	use	NOUN
cana-3179	21	11	cases	case	NOUN
cana-3179	21	12	,	,	PUNCT
cana-3179	21	13	offering	offer	VERB
cana-3179	21	14	significant	significant	ADJ
cana-3179	21	15	benefits	benefit	NOUN
cana-3179	21	16	to	to	ADP
cana-3179	21	17	various	various	ADJ
cana-3179	21	18	sectors	sector	NOUN
cana-3179	21	19	including	include	VERB
cana-3179	21	20	healthcare	healthcare	PROPN
cana-3179	21	21	,	,	PUNCT
cana-3179	21	22	supply	supply	NOUN
cana-3179	21	23	chain	chain	NOUN
cana-3179	21	24	management	management	NOUN
cana-3179	21	25	,	,	PUNCT
cana-3179	21	26	and	and	CCONJ
cana-3179	21	27	beyond	beyond	ADP
cana-3179	21	28	.	.	PUNCT
cana-3179	22	1	this	this	DET
cana-3179	22	2	article	article	NOUN
cana-3179	22	3	introduces	introduce	VERB
cana-3179	22	4	a	a	DET
cana-3179	22	5	blockchain	blockchain	PROPN
cana-3179	22	6	-	-	PUNCT
cana-3179	22	7	based	base	VERB
cana-3179	22	8	computing	computing	NOUN
cana-3179	22	9	framework	framework	NOUN
cana-3179	22	10	for	for	ADP
cana-3179	22	11	data	data	NOUN
cana-3179	22	12	auditing	auditing	NOUN
cana-3179	22	13	management	management	NOUN
cana-3179	22	14	,	,	PUNCT
cana-3179	22	15	a	a	DET
cana-3179	22	16	novel	novel	ADJ
cana-3179	22	17	approach	approach	NOUN
cana-3179	22	18	designed	design	VERB
cana-3179	22	19	to	to	PART
cana-3179	22	20	leverage	leverage	VERB
cana-3179	22	21	blockchain	blockchain	PROPN
cana-3179	22	22	technology	technology	PROPN
cana-3179	22	23	for	for	ADP
cana-3179	22	24	the	the	DET
cana-3179	22	25	secure	secure	ADJ
cana-3179	22	26	and	and	CCONJ
cana-3179	22	27	efficient	efficient	ADJ
cana-3179	22	28	management	management	NOUN
cana-3179	22	29	of	of	ADP
cana-3179	22	30	data	datum	NOUN
cana-3179	22	31	across	across	ADP
cana-3179	22	32	diverse	diverse	ADJ
cana-3179	22	33	domains	domain	NOUN
cana-3179	22	34	[	[	X
cana-3179	22	35	2	2	NUM
cana-3179	22	36	]	]	PUNCT
cana-3179	22	37	.	.	PUNCT
cana-3179	23	1	mailto:raghukoyalakonda@gmail.com	mailto:raghukoyalakonda@gmail.com	PROPN
cana-3179	23	2	communications	communication	NOUN
cana-3179	23	3	on	on	ADP
cana-3179	23	4	applied	apply	VERB
cana-3179	23	5	nonlinear	nonlinear	ADJ
cana-3179	23	6	analysis	analysis	NOUN
cana-3179	23	7	issn	issn	NOUN
cana-3179	23	8	:	:	PUNCT
cana-3179	23	9	1074	1074	NUM
cana-3179	23	10	-	-	PUNCT
cana-3179	23	11	133x	133x	NUM
cana-3179	23	12	vol	vol	NOUN
cana-3179	23	13	32	32	NUM
cana-3179	23	14	no	no	NOUN
cana-3179	23	15	.	.	PUNCT
cana-3179	24	1	5s	5s	NUM
cana-3179	24	2	(	(	PUNCT
cana-3179	24	3	2025	2025	NUM
cana-3179	24	4	)	)	PUNCT
cana-3179	24	5	541	541	NUM
cana-3179	24	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3179	24	7	the	the	DET
cana-3179	24	8	framework	framework	NOUN
cana-3179	24	9	outlines	outline	VERB
cana-3179	24	10	a	a	DET
cana-3179	24	11	comprehensive	comprehensive	ADJ
cana-3179	24	12	system	system	NOUN
cana-3179	24	13	that	that	PRON
cana-3179	24	14	integrates	integrate	VERB
cana-3179	24	15	core	core	NOUN
cana-3179	24	16	blockchain	blockchain	PROPN
cana-3179	24	17	components	component	NOUN
cana-3179	24	18	with	with	ADP
cana-3179	24	19	smart	smart	ADJ
cana-3179	24	20	contracts	contract	NOUN
cana-3179	24	21	and	and	CCONJ
cana-3179	24	22	advanced	advanced	ADJ
cana-3179	24	23	data	data	NOUN
cana-3179	24	24	management	management	NOUN
cana-3179	24	25	practices	practice	NOUN
cana-3179	24	26	.	.	PUNCT
cana-3179	25	1	by	by	ADP
cana-3179	25	2	providing	provide	VERB
cana-3179	25	3	a	a	DET
cana-3179	25	4	detailed	detailed	ADJ
cana-3179	25	5	algorithmic	algorithmic	ADJ
cana-3179	25	6	representation	representation	NOUN
cana-3179	25	7	,	,	PUNCT
cana-3179	25	8	it	it	PRON
cana-3179	25	9	addresses	address	VERB
cana-3179	25	10	the	the	DET
cana-3179	25	11	challenges	challenge	NOUN
cana-3179	25	12	of	of	ADP
cana-3179	25	13	data	datum	NOUN
cana-3179	25	14	integrity	integrity	NOUN
cana-3179	25	15	,	,	PUNCT
cana-3179	25	16	verification	verification	NOUN
cana-3179	25	17	,	,	PUNCT
cana-3179	25	18	and	and	CCONJ
cana-3179	25	19	transparency	transparency	NOUN
cana-3179	25	20	,	,	PUNCT
cana-3179	25	21	offering	offer	VERB
cana-3179	25	22	a	a	DET
cana-3179	25	23	scalable	scalable	ADJ
cana-3179	25	24	solution	solution	NOUN
cana-3179	25	25	for	for	ADP
cana-3179	25	26	organizations	organization	NOUN
cana-3179	25	27	seeking	seek	VERB
cana-3179	25	28	to	to	PART
cana-3179	25	29	enhance	enhance	VERB
cana-3179	25	30	their	their	PRON
cana-3179	25	31	data	data	NOUN
cana-3179	25	32	management	management	NOUN
cana-3179	25	33	systems	system	NOUN
cana-3179	25	34	[	[	X
cana-3179	25	35	3	3	NUM
cana-3179	25	36	]	]	PUNCT
cana-3179	25	37	.	.	PUNCT
cana-3179	26	1	the	the	DET
cana-3179	26	2	proposed	propose	VERB
cana-3179	26	3	framework	framework	NOUN
cana-3179	26	4	not	not	PART
cana-3179	26	5	only	only	ADV
cana-3179	26	6	facilitates	facilitate	VERB
cana-3179	26	7	the	the	DET
cana-3179	26	8	secure	secure	ADJ
cana-3179	26	9	recording	recording	NOUN
cana-3179	26	10	and	and	CCONJ
cana-3179	26	11	verification	verification	NOUN
cana-3179	26	12	of	of	ADP
cana-3179	26	13	data	datum	NOUN
cana-3179	26	14	but	but	CCONJ
cana-3179	26	15	also	also	ADV
cana-3179	26	16	ensures	ensure	VERB
cana-3179	26	17	that	that	SCONJ
cana-3179	26	18	data	datum	NOUN
cana-3179	26	19	access	access	NOUN
cana-3179	26	20	and	and	CCONJ
cana-3179	26	21	sharing	sharing	NOUN
cana-3179	26	22	are	be	AUX
cana-3179	26	23	governed	govern	VERB
cana-3179	26	24	by	by	ADP
cana-3179	26	25	robust	robust	ADJ
cana-3179	26	26	access	access	NOUN
cana-3179	26	27	control	control	NOUN
cana-3179	26	28	mechanisms	mechanism	NOUN
cana-3179	26	29	[	[	X
cana-3179	26	30	4	4	NUM
cana-3179	26	31	]	]	PUNCT
cana-3179	26	32	.	.	PUNCT
cana-3179	27	1	furthermore	furthermore	ADV
cana-3179	27	2	,	,	PUNCT
cana-3179	27	3	it	it	PRON
cana-3179	27	4	incorporates	incorporate	VERB
cana-3179	27	5	a	a	DET
cana-3179	27	6	dispute	dispute	NOUN
cana-3179	27	7	resolution	resolution	NOUN
cana-3179	27	8	process	process	NOUN
cana-3179	27	9	,	,	PUNCT
cana-3179	27	10	leveraging	leverage	VERB
cana-3179	27	11	the	the	DET
cana-3179	27	12	immutable	immutable	ADJ
cana-3179	27	13	nature	nature	NOUN
cana-3179	27	14	of	of	ADP
cana-3179	27	15	blockchain	blockchain	PROPN
cana-3179	27	16	to	to	PART
cana-3179	27	17	provide	provide	VERB
cana-3179	27	18	a	a	DET
cana-3179	27	19	transparent	transparent	ADJ
cana-3179	27	20	and	and	CCONJ
cana-3179	27	21	fair	fair	ADJ
cana-3179	27	22	mechanism	mechanism	NOUN
cana-3179	27	23	for	for	ADP
cana-3179	27	24	resolving	resolve	VERB
cana-3179	27	25	discrepancies	discrepancy	NOUN
cana-3179	27	26	.	.	PUNCT
cana-3179	28	1	this	this	DET
cana-3179	28	2	article	article	NOUN
cana-3179	28	3	aims	aim	VERB
cana-3179	28	4	to	to	PART
cana-3179	28	5	detail	detail	VERB
cana-3179	28	6	the	the	DET
cana-3179	28	7	components	component	NOUN
cana-3179	28	8	and	and	CCONJ
cana-3179	28	9	processes	process	NOUN
cana-3179	28	10	of	of	ADP
cana-3179	28	11	the	the	DET
cana-3179	28	12	blockchain	blockchain	NOUN
cana-3179	28	13	-	-	PUNCT
cana-3179	28	14	based	base	VERB
cana-3179	28	15	computing	computing	NOUN
cana-3179	28	16	framework	framework	NOUN
cana-3179	28	17	for	for	ADP
cana-3179	28	18	data	data	NOUN
cana-3179	28	19	auditing	auditing	NOUN
cana-3179	28	20	management	management	NOUN
cana-3179	28	21	,	,	PUNCT
cana-3179	28	22	illustrating	illustrate	VERB
cana-3179	28	23	its	its	PRON
cana-3179	28	24	application	application	NOUN
cana-3179	28	25	through	through	ADP
cana-3179	28	26	a	a	DET
cana-3179	28	27	theoretical	theoretical	ADJ
cana-3179	28	28	model	model	NOUN
cana-3179	28	29	and	and	CCONJ
cana-3179	28	30	providing	provide	VERB
cana-3179	28	31	insights	insight	NOUN
cana-3179	28	32	into	into	ADP
cana-3179	28	33	its	its	PRON
cana-3179	28	34	practical	practical	ADJ
cana-3179	28	35	implications	implication	NOUN
cana-3179	28	36	.	.	PUNCT
cana-3179	29	1	by	by	ADP
cana-3179	29	2	doing	do	VERB
cana-3179	29	3	so	so	ADV
cana-3179	29	4	,	,	PUNCT
cana-3179	29	5	it	it	PRON
cana-3179	29	6	contributes	contribute	VERB
cana-3179	29	7	to	to	ADP
cana-3179	29	8	the	the	DET
cana-3179	29	9	ongoing	ongoing	ADJ
cana-3179	29	10	discourse	discourse	NOUN
cana-3179	29	11	on	on	ADP
cana-3179	29	12	the	the	DET
cana-3179	29	13	potential	potential	NOUN
cana-3179	29	14	of	of	ADP
cana-3179	29	15	blockchain	blockchain	PROPN
cana-3179	29	16	technology	technology	PROPN
cana-3179	29	17	to	to	PART
cana-3179	29	18	revolutionize	revolutionize	VERB
cana-3179	29	19	data	data	NOUN
cana-3179	29	20	management	management	NOUN
cana-3179	29	21	practices	practice	NOUN
cana-3179	29	22	,	,	PUNCT
cana-3179	29	23	offering	offer	VERB
cana-3179	29	24	a	a	DET
cana-3179	29	25	blueprint	blueprint	NOUN
cana-3179	29	26	for	for	ADP
cana-3179	29	27	organizations	organization	NOUN
cana-3179	29	28	looking	look	VERB
cana-3179	29	29	to	to	PART
cana-3179	29	30	adopt	adopt	VERB
cana-3179	29	31	blockchain	blockchain	NOUN
cana-3179	29	32	for	for	ADP
cana-3179	29	33	enhanced	enhanced	ADJ
cana-3179	29	34	data	datum	NOUN
cana-3179	29	35	integrity	integrity	NOUN
cana-3179	29	36	,	,	PUNCT
cana-3179	29	37	security	security	NOUN
cana-3179	29	38	,	,	PUNCT
cana-3179	29	39	and	and	CCONJ
cana-3179	29	40	efficiency	efficiency	NOUN
cana-3179	29	41	.	.	PUNCT
cana-3179	30	1	2	2	X
cana-3179	30	2	.	.	X
cana-3179	30	3	related	relate	VERB
cana-3179	30	4	work	work	NOUN
cana-3179	30	5	sarode	sarode	NOUN
cana-3179	30	6	,	,	PUNCT
cana-3179	31	1	rashmi	rashmi	PROPN
cana-3179	31	2	p.	p.	PROPN
cana-3179	31	3	et	et	PROPN
cana-3179	32	1	al	al	PROPN
cana-3179	32	2	.	.	PUNCT
cana-3179	33	1	[	[	X
cana-3179	33	2	5	5	NUM
cana-3179	33	3	]	]	PUNCT
cana-3179	33	4	introduced	introduce	VERB
cana-3179	33	5	a	a	DET
cana-3179	33	6	blockchain	blockchain	NOUN
cana-3179	33	7	-	-	PUNCT
cana-3179	33	8	based	base	VERB
cana-3179	33	9	audit	audit	NOUN
cana-3179	33	10	management	management	NOUN
cana-3179	33	11	system	system	NOUN
cana-3179	33	12	aimed	aim	VERB
cana-3179	33	13	at	at	ADP
cana-3179	33	14	the	the	DET
cana-3179	33	15	healthcare	healthcare	NOUN
cana-3179	33	16	sector	sector	NOUN
cana-3179	33	17	,	,	PUNCT
cana-3179	33	18	addressing	address	VERB
cana-3179	33	19	the	the	DET
cana-3179	33	20	critical	critical	ADJ
cana-3179	33	21	need	need	NOUN
cana-3179	33	22	for	for	ADP
cana-3179	33	23	maintaining	maintain	VERB
cana-3179	33	24	accurate	accurate	ADJ
cana-3179	33	25	and	and	CCONJ
cana-3179	33	26	tamper	tamper	ADJ
cana-3179	33	27	-	-	ADJ
cana-3179	33	28	proof	proof	ADJ
cana-3179	33	29	health	health	NOUN
cana-3179	33	30	records	record	NOUN
cana-3179	33	31	.	.	PUNCT
cana-3179	34	1	by	by	ADP
cana-3179	34	2	leveraging	leverage	VERB
cana-3179	34	3	blockchain	blockchain	PROPN
cana-3179	34	4	technology	technology	PROPN
cana-3179	34	5	,	,	PUNCT
cana-3179	34	6	the	the	DET
cana-3179	34	7	proposed	propose	VERB
cana-3179	34	8	system	system	NOUN
cana-3179	34	9	ensures	ensure	VERB
cana-3179	34	10	the	the	DET
cana-3179	34	11	security	security	NOUN
cana-3179	34	12	and	and	CCONJ
cana-3179	34	13	immutability	immutability	NOUN
cana-3179	34	14	of	of	ADP
cana-3179	34	15	audit	audit	NOUN
cana-3179	34	16	trails	trail	NOUN
cana-3179	34	17	,	,	PUNCT
cana-3179	34	18	thus	thus	ADV
cana-3179	34	19	enhancing	enhance	VERB
cana-3179	34	20	trust	trust	NOUN
cana-3179	34	21	and	and	CCONJ
cana-3179	34	22	transparency	transparency	NOUN
cana-3179	34	23	in	in	ADP
cana-3179	34	24	health	health	NOUN
cana-3179	34	25	record	record	NOUN
cana-3179	34	26	management	management	NOUN
cana-3179	34	27	.	.	PUNCT
cana-3179	35	1	the	the	DET
cana-3179	35	2	research	research	NOUN
cana-3179	35	3	highlights	highlight	VERB
cana-3179	35	4	the	the	DET
cana-3179	35	5	system	system	NOUN
cana-3179	35	6	's	's	PART
cana-3179	35	7	ability	ability	NOUN
cana-3179	35	8	to	to	PART
cana-3179	35	9	generate	generate	VERB
cana-3179	35	10	and	and	CCONJ
cana-3179	35	11	store	store	VERB
cana-3179	35	12	audit	audit	NOUN
cana-3179	35	13	trails	trail	NOUN
cana-3179	35	14	on	on	ADP
cana-3179	35	15	a	a	DET
cana-3179	35	16	blockchain	blockchain	NOUN
cana-3179	35	17	,	,	PUNCT
cana-3179	35	18	offering	offer	VERB
cana-3179	35	19	a	a	DET
cana-3179	35	20	secure	secure	ADJ
cana-3179	35	21	and	and	CCONJ
cana-3179	35	22	decentralized	decentralized	ADJ
cana-3179	35	23	approach	approach	NOUN
cana-3179	35	24	to	to	ADP
cana-3179	35	25	audit	audit	NOUN
cana-3179	35	26	management	management	NOUN
cana-3179	35	27	.	.	PUNCT
cana-3179	36	1	however	however	ADV
cana-3179	36	2	,	,	PUNCT
cana-3179	36	3	the	the	DET
cana-3179	36	4	study	study	NOUN
cana-3179	36	5	acknowledges	acknowledge	VERB
cana-3179	36	6	the	the	DET
cana-3179	36	7	challenges	challenge	NOUN
cana-3179	36	8	associated	associate	VERB
cana-3179	36	9	with	with	ADP
cana-3179	36	10	relational	relational	ADJ
cana-3179	36	11	databases	database	NOUN
cana-3179	36	12	,	,	PUNCT
cana-3179	36	13	including	include	VERB
cana-3179	36	14	their	their	PRON
cana-3179	36	15	susceptibility	susceptibility	NOUN
cana-3179	36	16	to	to	ADP
cana-3179	36	17	unauthorized	unauthorized	ADJ
cana-3179	36	18	modifications	modification	NOUN
cana-3179	36	19	and	and	CCONJ
cana-3179	36	20	the	the	DET
cana-3179	36	21	need	need	NOUN
cana-3179	36	22	for	for	ADP
cana-3179	36	23	efficient	efficient	ADJ
cana-3179	36	24	consensus	consensus	NOUN
cana-3179	36	25	mechanisms	mechanism	NOUN
cana-3179	36	26	to	to	PART
cana-3179	36	27	prevent	prevent	VERB
cana-3179	36	28	such	such	ADJ
cana-3179	36	29	issues	issue	NOUN
cana-3179	36	30	.	.	PUNCT
cana-3179	37	1	shu	shu	PROPN
cana-3179	37	2	,	,	PUNCT
cana-3179	37	3	jiangang	jiangang	PROPN
cana-3179	37	4	et	et	PROPN
cana-3179	37	5	al	al	PROPN
cana-3179	37	6	.	.	PUNCT
cana-3179	38	1	[	[	X
cana-3179	38	2	6	6	NUM
cana-3179	38	3	]	]	PUNCT
cana-3179	38	4	delve	delve	VERB
cana-3179	38	5	into	into	ADP
cana-3179	38	6	the	the	DET
cana-3179	38	7	realm	realm	NOUN
cana-3179	38	8	of	of	ADP
cana-3179	38	9	decentralized	decentralized	ADJ
cana-3179	38	10	public	public	ADJ
cana-3179	38	11	auditing	auditing	NOUN
cana-3179	38	12	for	for	ADP
cana-3179	38	13	cloud	cloud	NOUN
cana-3179	38	14	storage	storage	NOUN
cana-3179	38	15	systems	system	NOUN
cana-3179	38	16	.	.	PUNCT
cana-3179	39	1	they	they	PRON
cana-3179	39	2	propose	propose	VERB
cana-3179	39	3	a	a	DET
cana-3179	39	4	blockchain	blockchain	PROPN
cana-3179	39	5	-	-	PUNCT
cana-3179	39	6	based	base	VERB
cana-3179	39	7	framework	framework	NOUN
cana-3179	39	8	that	that	PRON
cana-3179	39	9	eliminates	eliminate	VERB
cana-3179	39	10	the	the	DET
cana-3179	39	11	reliance	reliance	NOUN
cana-3179	39	12	on	on	ADP
cana-3179	39	13	centralized	centralized	ADJ
cana-3179	39	14	authorities	authority	NOUN
cana-3179	39	15	,	,	PUNCT
cana-3179	39	16	thereby	thereby	ADV
cana-3179	39	17	mitigating	mitigate	VERB
cana-3179	39	18	the	the	DET
cana-3179	39	19	risks	risk	NOUN
cana-3179	39	20	associated	associate	VERB
cana-3179	39	21	with	with	ADP
cana-3179	39	22	single	single	ADJ
cana-3179	39	23	points	point	NOUN
cana-3179	39	24	of	of	ADP
cana-3179	39	25	failure	failure	NOUN
cana-3179	39	26	and	and	CCONJ
cana-3179	39	27	enhancing	enhance	VERB
cana-3179	39	28	the	the	DET
cana-3179	39	29	system	system	NOUN
cana-3179	39	30	's	's	PART
cana-3179	39	31	robustness	robustness	NOUN
cana-3179	39	32	against	against	ADP
cana-3179	39	33	attacks	attack	NOUN
cana-3179	39	34	.	.	PUNCT
cana-3179	40	1	the	the	DET
cana-3179	40	2	framework	framework	NOUN
cana-3179	40	3	employs	employ	VERB
cana-3179	40	4	blockchain	blockchain	PROPN
cana-3179	40	5	technology	technology	NOUN
cana-3179	40	6	to	to	PART
cana-3179	40	7	secure	secure	VERB
cana-3179	40	8	and	and	CCONJ
cana-3179	40	9	store	store	VERB
cana-3179	40	10	audit	audit	NOUN
cana-3179	40	11	logs	log	NOUN
cana-3179	40	12	,	,	PUNCT
cana-3179	40	13	ensuring	ensure	VERB
cana-3179	40	14	their	their	PRON
cana-3179	40	15	integrity	integrity	NOUN
cana-3179	40	16	and	and	CCONJ
cana-3179	40	17	availability	availability	NOUN
cana-3179	40	18	for	for	ADP
cana-3179	40	19	verification	verification	NOUN
cana-3179	40	20	purposes	purpose	NOUN
cana-3179	40	21	.	.	PUNCT
cana-3179	41	1	despite	despite	SCONJ
cana-3179	41	2	the	the	DET
cana-3179	41	3	advances	advance	NOUN
cana-3179	41	4	,	,	PUNCT
cana-3179	41	5	the	the	DET
cana-3179	41	6	research	research	NOUN
cana-3179	41	7	points	point	VERB
cana-3179	41	8	out	out	ADP
cana-3179	41	9	the	the	DET
cana-3179	41	10	limitations	limitation	NOUN
cana-3179	41	11	of	of	ADP
cana-3179	41	12	existing	exist	VERB
cana-3179	41	13	auditing	auditing	NOUN
cana-3179	41	14	schemes	scheme	NOUN
cana-3179	41	15	,	,	PUNCT
cana-3179	41	16	particularly	particularly	ADV
cana-3179	41	17	their	their	PRON
cana-3179	41	18	dependence	dependence	NOUN
cana-3179	41	19	on	on	ADP
cana-3179	41	20	centralized	centralized	ADJ
cana-3179	41	21	models	model	NOUN
cana-3179	41	22	,	,	PUNCT
cana-3179	41	23	and	and	CCONJ
cana-3179	41	24	suggests	suggest	VERB
cana-3179	41	25	that	that	SCONJ
cana-3179	41	26	future	future	ADJ
cana-3179	41	27	work	work	NOUN
cana-3179	41	28	should	should	AUX
cana-3179	41	29	focus	focus	VERB
cana-3179	41	30	on	on	ADP
cana-3179	41	31	developing	develop	VERB
cana-3179	41	32	more	more	ADV
cana-3179	41	33	resilient	resilient	ADJ
cana-3179	41	34	and	and	CCONJ
cana-3179	41	35	decentralized	decentralized	ADJ
cana-3179	41	36	solutions	solution	NOUN
cana-3179	41	37	.	.	PUNCT
cana-3179	42	1	yao	yao	PROPN
cana-3179	42	2	xiao	xiao	PROPN
cana-3179	42	3	et	et	PROPN
cana-3179	42	4	al	al	PROPN
cana-3179	42	5	.	.	PUNCT
cana-3179	43	1	[	[	X
cana-3179	43	2	7	7	X
cana-3179	43	3	]	]	PUNCT
cana-3179	43	4	proposed	propose	VERB
cana-3179	43	5	a	a	DET
cana-3179	43	6	blockchain	blockchain	PROPN
cana-3179	43	7	-	-	PUNCT
cana-3179	43	8	based	base	VERB
cana-3179	43	9	data	datum	NOUN
cana-3179	43	10	sharing	sharing	NOUN
cana-3179	43	11	system	system	NOUN
cana-3179	43	12	that	that	PRON
cana-3179	43	13	emphasizes	emphasize	VERB
cana-3179	43	14	enhanced	enhance	VERB
cana-3179	43	15	privacy	privacy	NOUN
cana-3179	43	16	and	and	CCONJ
cana-3179	43	17	secure	secure	ADJ
cana-3179	43	18	audit	audit	NOUN
cana-3179	43	19	trails	trail	NOUN
cana-3179	43	20	for	for	ADP
cana-3179	43	21	cloud	cloud	NOUN
cana-3179	43	22	platforms	platform	NOUN
cana-3179	43	23	.	.	PUNCT
cana-3179	44	1	recognizing	recognize	VERB
cana-3179	44	2	the	the	DET
cana-3179	44	3	importance	importance	NOUN
cana-3179	44	4	of	of	ADP
cana-3179	44	5	data	datum	NOUN
cana-3179	44	6	privacy	privacy	NOUN
cana-3179	44	7	in	in	ADP
cana-3179	44	8	cloud	cloud	NOUN
cana-3179	44	9	computing	computing	NOUN
cana-3179	44	10	,	,	PUNCT
cana-3179	44	11	their	their	PRON
cana-3179	44	12	system	system	NOUN
cana-3179	44	13	incorporates	incorporate	VERB
cana-3179	44	14	hybrid	hybrid	ADJ
cana-3179	44	15	encryption	encryption	NOUN
cana-3179	44	16	techniques	technique	NOUN
cana-3179	44	17	to	to	PART
cana-3179	44	18	safeguard	safeguard	VERB
cana-3179	44	19	data	datum	NOUN
cana-3179	44	20	while	while	SCONJ
cana-3179	44	21	enabling	enable	VERB
cana-3179	44	22	transparent	transparent	ADJ
cana-3179	44	23	and	and	CCONJ
cana-3179	44	24	immutable	immutable	ADJ
cana-3179	44	25	audit	audit	NOUN
cana-3179	44	26	logs	log	VERB
cana-3179	44	27	through	through	ADP
cana-3179	44	28	blockchain	blockchain	PROPN
cana-3179	44	29	technology	technology	PROPN
cana-3179	44	30	.	.	PUNCT
cana-3179	45	1	the	the	DET
cana-3179	45	2	study	study	NOUN
cana-3179	45	3	demonstrates	demonstrate	VERB
cana-3179	45	4	the	the	DET
cana-3179	45	5	system	system	NOUN
cana-3179	45	6	's	's	PART
cana-3179	45	7	effectiveness	effectiveness	NOUN
cana-3179	45	8	in	in	ADP
cana-3179	45	9	securing	secure	VERB
cana-3179	45	10	data	datum	NOUN
cana-3179	45	11	sharing	sharing	NOUN
cana-3179	45	12	and	and	CCONJ
cana-3179	45	13	auditing	auditing	NOUN
cana-3179	45	14	processes	process	NOUN
cana-3179	45	15	,	,	PUNCT
cana-3179	45	16	although	although	SCONJ
cana-3179	45	17	it	it	PRON
cana-3179	45	18	also	also	ADV
cana-3179	45	19	mentions	mention	VERB
cana-3179	45	20	the	the	DET
cana-3179	45	21	unchanged	unchanged	ADJ
cana-3179	45	22	key	key	ADJ
cana-3179	45	23	generation	generation	NOUN
cana-3179	45	24	time	time	NOUN
cana-3179	45	25	as	as	ADP
cana-3179	45	26	a	a	DET
cana-3179	45	27	potential	potential	ADJ
cana-3179	45	28	area	area	NOUN
cana-3179	45	29	for	for	ADP
cana-3179	45	30	improvement	improvement	NOUN
cana-3179	45	31	.	.	PUNCT
cana-3179	46	1	jinpeng	jinpeng	PROPN
cana-3179	46	2	wang	wang	PROPN
cana-3179	46	3	et	et	PROPN
cana-3179	46	4	al	al	PROPN
cana-3179	46	5	.	.	PUNCT
cana-3179	47	1	[	[	X
cana-3179	47	2	8	8	NUM
cana-3179	47	3	]	]	PUNCT
cana-3179	47	4	introduced	introduce	VERB
cana-3179	47	5	an	an	DET
cana-3179	47	6	innovative	innovative	ADJ
cana-3179	47	7	public	public	ADJ
cana-3179	47	8	audit	audit	NOUN
cana-3179	47	9	scheme	scheme	NOUN
cana-3179	47	10	that	that	SCONJ
cana-3179	47	11	integrates	integrate	VERB
cana-3179	47	12	blockchain	blockchain	NOUN
cana-3179	47	13	with	with	ADP
cana-3179	47	14	edge	edge	NOUN
cana-3179	47	15	computing	computing	NOUN
cana-3179	47	16	.	.	PUNCT
cana-3179	48	1	this	this	DET
cana-3179	48	2	approach	approach	NOUN
cana-3179	48	3	aims	aim	VERB
cana-3179	48	4	to	to	PART
cana-3179	48	5	address	address	VERB
cana-3179	48	6	the	the	DET
cana-3179	48	7	challenges	challenge	NOUN
cana-3179	48	8	of	of	ADP
cana-3179	48	9	cloud	cloud	ADJ
cana-3179	48	10	data	datum	NOUN
cana-3179	48	11	management	management	NOUN
cana-3179	48	12	,	,	PUNCT
cana-3179	48	13	including	include	VERB
cana-3179	48	14	data	datum	NOUN
cana-3179	48	15	integrity	integrity	NOUN
cana-3179	48	16	and	and	CCONJ
cana-3179	48	17	auditability	auditability	NOUN
cana-3179	48	18	,	,	PUNCT
cana-3179	48	19	by	by	ADP
cana-3179	48	20	leveraging	leverage	VERB
cana-3179	48	21	the	the	DET
cana-3179	48	22	distributed	distribute	VERB
cana-3179	48	23	nature	nature	NOUN
cana-3179	48	24	of	of	ADP
cana-3179	48	25	blockchain	blockchain	PROPN
cana-3179	48	26	and	and	CCONJ
cana-3179	48	27	the	the	DET
cana-3179	48	28	computational	computational	ADJ
cana-3179	48	29	power	power	NOUN
cana-3179	48	30	of	of	ADP
cana-3179	48	31	edge	edge	NOUN
cana-3179	48	32	computing	computing	NOUN
cana-3179	48	33	.	.	PUNCT
cana-3179	49	1	the	the	DET
cana-3179	49	2	proposed	propose	VERB
cana-3179	49	3	scheme	scheme	NOUN
cana-3179	49	4	enhances	enhance	VERB
cana-3179	49	5	audit	audit	NOUN
cana-3179	49	6	confidence	confidence	NOUN
cana-3179	49	7	and	and	CCONJ
cana-3179	49	8	reduces	reduce	VERB
cana-3179	49	9	the	the	DET
cana-3179	49	10	overhead	overhead	NOUN
cana-3179	49	11	associated	associate	VERB
cana-3179	49	12	with	with	ADP
cana-3179	49	13	traditional	traditional	ADJ
cana-3179	49	14	cloud	cloud	NOUN
cana-3179	49	15	-	-	PUNCT
cana-3179	49	16	based	base	VERB
cana-3179	49	17	auditing	auditing	NOUN
cana-3179	49	18	methods	method	NOUN
cana-3179	49	19	.	.	PUNCT
cana-3179	50	1	however	however	ADV
cana-3179	50	2	,	,	PUNCT
cana-3179	50	3	the	the	DET
cana-3179	50	4	study	study	NOUN
cana-3179	50	5	acknowledges	acknowledge	VERB
cana-3179	50	6	the	the	DET
cana-3179	50	7	inherent	inherent	ADJ
cana-3179	50	8	limitations	limitation	NOUN
cana-3179	50	9	of	of	ADP
cana-3179	50	10	relational	relational	ADJ
cana-3179	50	11	databases	database	NOUN
cana-3179	50	12	and	and	CCONJ
cana-3179	50	13	suggests	suggest	VERB
cana-3179	50	14	further	further	ADJ
cana-3179	50	15	research	research	NOUN
cana-3179	50	16	to	to	PART
cana-3179	50	17	explore	explore	VERB
cana-3179	50	18	more	more	ADV
cana-3179	50	19	effective	effective	ADJ
cana-3179	50	20	consensus	consensus	NOUN
cana-3179	50	21	mechanisms	mechanism	NOUN
cana-3179	50	22	.	.	PUNCT
cana-3179	51	1	communications	communication	NOUN
cana-3179	51	2	on	on	ADP
cana-3179	51	3	applied	apply	VERB
cana-3179	51	4	nonlinear	nonlinear	ADJ
cana-3179	51	5	analysis	analysis	NOUN
cana-3179	51	6	issn	issn	NOUN
cana-3179	51	7	:	:	PUNCT
cana-3179	51	8	1074	1074	NUM
cana-3179	51	9	-	-	PUNCT
cana-3179	51	10	133x	133x	NUM
cana-3179	51	11	vol	vol	NOUN
cana-3179	51	12	32	32	NUM
cana-3179	51	13	no	no	NOUN
cana-3179	51	14	.	.	PUNCT
cana-3179	52	1	5s	5s	NUM
cana-3179	52	2	(	(	PUNCT
cana-3179	52	3	2025	2025	NUM
cana-3179	52	4	)	)	PUNCT
cana-3179	52	5	542	542	NUM
cana-3179	52	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3179	52	7	jie	jie	PROPN
cana-3179	52	8	xiao	xiao	PROPN
cana-3179	52	9	et	et	PROPN
cana-3179	52	10	al	al	PROPN
cana-3179	52	11	.	.	PUNCT
cana-3179	53	1	[	[	X
cana-3179	53	2	9	9	NUM
cana-3179	53	3	]	]	PUNCT
cana-3179	53	4	presented	present	VERB
cana-3179	53	5	a	a	DET
cana-3179	53	6	collaborative	collaborative	ADJ
cana-3179	53	7	auditing	auditing	NOUN
cana-3179	53	8	scheme	scheme	NOUN
cana-3179	53	9	that	that	PRON
cana-3179	53	10	incorporates	incorporate	VERB
cana-3179	53	11	dynamic	dynamic	ADJ
cana-3179	53	12	data	datum	NOUN
cana-3179	53	13	operations	operation	NOUN
cana-3179	53	14	and	and	CCONJ
cana-3179	53	15	leverages	leverage	NOUN
cana-3179	53	16	blockchain	blockchain	PROPN
cana-3179	53	17	technology	technology	PROPN
cana-3179	53	18	to	to	PART
cana-3179	53	19	ensure	ensure	VERB
cana-3179	53	20	the	the	DET
cana-3179	53	21	integrity	integrity	NOUN
cana-3179	53	22	and	and	CCONJ
cana-3179	53	23	security	security	NOUN
cana-3179	53	24	of	of	ADP
cana-3179	53	25	cloud	cloud	NOUN
cana-3179	53	26	-	-	PUNCT
cana-3179	53	27	stored	store	VERB
cana-3179	53	28	data	datum	NOUN
cana-3179	53	29	.	.	PUNCT
cana-3179	54	1	by	by	ADP
cana-3179	54	2	enabling	enable	VERB
cana-3179	54	3	multiple	multiple	ADJ
cana-3179	54	4	auditors	auditor	NOUN
cana-3179	54	5	to	to	PART
cana-3179	54	6	participate	participate	VERB
cana-3179	54	7	in	in	ADP
cana-3179	54	8	the	the	DET
cana-3179	54	9	auditing	auditing	NOUN
cana-3179	54	10	process	process	NOUN
cana-3179	54	11	,	,	PUNCT
cana-3179	54	12	the	the	DET
cana-3179	54	13	scheme	scheme	NOUN
cana-3179	54	14	enhances	enhance	VERB
cana-3179	54	15	the	the	DET
cana-3179	54	16	reliability	reliability	NOUN
cana-3179	54	17	and	and	CCONJ
cana-3179	54	18	transparency	transparency	NOUN
cana-3179	54	19	of	of	ADP
cana-3179	54	20	audits	audits	NOUN
cana-3179	54	21	.	.	PUNCT
cana-3179	55	1	the	the	DET
cana-3179	55	2	research	research	NOUN
cana-3179	55	3	underscores	underscore	VERB
cana-3179	55	4	the	the	DET
cana-3179	55	5	potential	potential	NOUN
cana-3179	55	6	of	of	ADP
cana-3179	55	7	blockchain	blockchain	PROPN
cana-3179	55	8	to	to	PART
cana-3179	55	9	revolutionize	revolutionize	VERB
cana-3179	55	10	cloud	cloud	NOUN
cana-3179	55	11	data	datum	NOUN
cana-3179	55	12	auditing	auditing	NOUN
cana-3179	55	13	by	by	ADP
cana-3179	55	14	providing	provide	VERB
cana-3179	55	15	a	a	DET
cana-3179	55	16	secure	secure	ADJ
cana-3179	55	17	,	,	PUNCT
cana-3179	55	18	decentralized	decentralized	ADJ
cana-3179	55	19	platform	platform	NOUN
cana-3179	55	20	for	for	ADP
cana-3179	55	21	managing	manage	VERB
cana-3179	55	22	audit	audit	NOUN
cana-3179	55	23	trails	trail	NOUN
cana-3179	55	24	.	.	PUNCT
cana-3179	56	1	despite	despite	SCONJ
cana-3179	56	2	its	its	PRON
cana-3179	56	3	contributions	contribution	NOUN
cana-3179	56	4	,	,	PUNCT
cana-3179	56	5	the	the	DET
cana-3179	56	6	study	study	NOUN
cana-3179	56	7	highlights	highlight	VERB
cana-3179	56	8	the	the	DET
cana-3179	56	9	need	need	NOUN
cana-3179	56	10	for	for	ADP
cana-3179	56	11	continued	continued	ADJ
cana-3179	56	12	research	research	NOUN
cana-3179	56	13	to	to	PART
cana-3179	56	14	address	address	VERB
cana-3179	56	15	the	the	DET
cana-3179	56	16	challenges	challenge	NOUN
cana-3179	56	17	associated	associate	VERB
cana-3179	56	18	with	with	ADP
cana-3179	56	19	relational	relational	ADJ
cana-3179	56	20	databases	database	NOUN
cana-3179	56	21	and	and	CCONJ
cana-3179	56	22	to	to	PART
cana-3179	56	23	further	far	ADV
cana-3179	56	24	optimize	optimize	VERB
cana-3179	56	25	the	the	DET
cana-3179	56	26	auditing	auditing	NOUN
cana-3179	56	27	process	process	NOUN
cana-3179	56	28	.	.	PUNCT
cana-3179	57	1	wu	wu	PROPN
cana-3179	57	2	,	,	PUNCT
cana-3179	57	3	jianbin	jianbin	PROPN
cana-3179	57	4	et	et	PROPN
cana-3179	57	5	al	al	PROPN
cana-3179	57	6	.	.	PUNCT
cana-3179	58	1	[	[	X
cana-3179	58	2	10	10	NUM
cana-3179	58	3	]	]	PUNCT
cana-3179	58	4	presented	present	VERB
cana-3179	58	5	a	a	DET
cana-3179	58	6	novel	novel	ADJ
cana-3179	58	7	approach	approach	NOUN
cana-3179	58	8	to	to	ADP
cana-3179	58	9	securing	secure	VERB
cana-3179	58	10	cloud	cloud	ADJ
cana-3179	58	11	storage	storage	NOUN
cana-3179	58	12	through	through	ADP
cana-3179	58	13	a	a	DET
cana-3179	58	14	blockchainbased	blockchainbase	VERB
cana-3179	58	15	audit	audit	NOUN
cana-3179	58	16	system	system	NOUN
cana-3179	58	17	.	.	PUNCT
cana-3179	59	1	this	this	DET
cana-3179	59	2	system	system	NOUN
cana-3179	59	3	is	be	AUX
cana-3179	59	4	designed	design	VERB
cana-3179	59	5	to	to	PART
cana-3179	59	6	ensure	ensure	VERB
cana-3179	59	7	the	the	DET
cana-3179	59	8	integrity	integrity	NOUN
cana-3179	59	9	and	and	CCONJ
cana-3179	59	10	reliability	reliability	NOUN
cana-3179	59	11	of	of	ADP
cana-3179	59	12	data	datum	NOUN
cana-3179	59	13	stored	store	VERB
cana-3179	59	14	in	in	ADP
cana-3179	59	15	cloud	cloud	ADJ
cana-3179	59	16	environments	environment	NOUN
cana-3179	59	17	by	by	ADP
cana-3179	59	18	leveraging	leverage	VERB
cana-3179	59	19	the	the	DET
cana-3179	59	20	immutable	immutable	ADJ
cana-3179	59	21	nature	nature	NOUN
cana-3179	59	22	of	of	ADP
cana-3179	59	23	blockchain	blockchain	PROPN
cana-3179	59	24	technology	technology	PROPN
cana-3179	59	25	.	.	PUNCT
cana-3179	60	1	the	the	DET
cana-3179	60	2	study	study	NOUN
cana-3179	60	3	emphasizes	emphasize	VERB
cana-3179	60	4	the	the	DET
cana-3179	60	5	system	system	NOUN
cana-3179	60	6	's	's	PART
cana-3179	60	7	capability	capability	NOUN
cana-3179	60	8	to	to	PART
cana-3179	60	9	facilitate	facilitate	VERB
cana-3179	60	10	transparent	transparent	ADJ
cana-3179	60	11	and	and	CCONJ
cana-3179	60	12	tamper	tamper	ADJ
cana-3179	60	13	-	-	ADJ
cana-3179	60	14	proof	proof	ADJ
cana-3179	60	15	audit	audit	NOUN
cana-3179	60	16	trails	trail	NOUN
cana-3179	60	17	,	,	PUNCT
cana-3179	60	18	which	which	PRON
cana-3179	60	19	significantly	significantly	ADV
cana-3179	60	20	improves	improve	VERB
cana-3179	60	21	trust	trust	NOUN
cana-3179	60	22	among	among	ADP
cana-3179	60	23	stakeholders	stakeholder	NOUN
cana-3179	60	24	.	.	PUNCT
cana-3179	61	1	however	however	ADV
cana-3179	61	2	,	,	PUNCT
cana-3179	61	3	it	it	PRON
cana-3179	61	4	also	also	ADV
cana-3179	61	5	discusses	discuss	VERB
cana-3179	61	6	the	the	DET
cana-3179	61	7	challenges	challenge	NOUN
cana-3179	61	8	related	relate	VERB
cana-3179	61	9	to	to	ADP
cana-3179	61	10	the	the	DET
cana-3179	61	11	scalability	scalability	NOUN
cana-3179	61	12	of	of	ADP
cana-3179	61	13	blockchain	blockchain	PROPN
cana-3179	61	14	technology	technology	PROPN
cana-3179	61	15	and	and	CCONJ
cana-3179	61	16	the	the	DET
cana-3179	61	17	need	need	NOUN
cana-3179	61	18	for	for	ADP
cana-3179	61	19	efficient	efficient	ADJ
cana-3179	61	20	data	datum	NOUN
cana-3179	61	21	retrieval	retrieval	NOUN
cana-3179	61	22	methods	method	NOUN
cana-3179	61	23	to	to	PART
cana-3179	61	24	enhance	enhance	VERB
cana-3179	61	25	the	the	DET
cana-3179	61	26	system	system	NOUN
cana-3179	61	27	's	's	PART
cana-3179	61	28	practicality	practicality	NOUN
cana-3179	61	29	.	.	PUNCT
cana-3179	62	1	chanal	chanal	ADJ
cana-3179	62	2	,	,	PUNCT
cana-3179	62	3	poornima	poornima	PROPN
cana-3179	62	4	m	m	PROPN
cana-3179	62	5	et	et	PROPN
cana-3179	62	6	al	al	PROPN
cana-3179	62	7	.	.	PUNCT
cana-3179	63	1	[	[	X
cana-3179	63	2	4	4	NUM
cana-3179	63	3	]	]	PUNCT
cana-3179	63	4	,	,	PUNCT
cana-3179	63	5	focused	focus	VERB
cana-3179	63	6	on	on	ADP
cana-3179	63	7	enhancing	enhance	VERB
cana-3179	63	8	data	datum	NOUN
cana-3179	63	9	privacy	privacy	NOUN
cana-3179	63	10	and	and	CCONJ
cana-3179	63	11	auditability	auditability	NOUN
cana-3179	63	12	in	in	ADP
cana-3179	63	13	cloud	cloud	NOUN
cana-3179	63	14	computing	compute	VERB
cana-3179	63	15	through	through	ADP
cana-3179	63	16	a	a	DET
cana-3179	63	17	blockchain	blockchain	NOUN
cana-3179	63	18	-	-	PUNCT
cana-3179	63	19	enabled	enable	VERB
cana-3179	63	20	framework	framework	NOUN
cana-3179	63	21	.	.	PUNCT
cana-3179	64	1	this	this	DET
cana-3179	64	2	framework	framework	NOUN
cana-3179	64	3	aims	aim	VERB
cana-3179	64	4	to	to	PART
cana-3179	64	5	address	address	VERB
cana-3179	64	6	the	the	DET
cana-3179	64	7	critical	critical	ADJ
cana-3179	64	8	issue	issue	NOUN
cana-3179	64	9	of	of	ADP
cana-3179	64	10	user	user	NOUN
cana-3179	64	11	privacy	privacy	NOUN
cana-3179	64	12	while	while	SCONJ
cana-3179	64	13	maintaining	maintain	VERB
cana-3179	64	14	efficient	efficient	ADJ
cana-3179	64	15	and	and	CCONJ
cana-3179	64	16	secure	secure	ADJ
cana-3179	64	17	audit	audit	NOUN
cana-3179	64	18	processes	process	NOUN
cana-3179	64	19	.	.	PUNCT
cana-3179	65	1	by	by	ADP
cana-3179	65	2	integrating	integrate	VERB
cana-3179	65	3	encryption	encryption	NOUN
cana-3179	65	4	techniques	technique	NOUN
cana-3179	65	5	with	with	ADP
cana-3179	65	6	blockchain	blockchain	PROPN
cana-3179	65	7	,	,	PUNCT
cana-3179	65	8	the	the	DET
cana-3179	65	9	proposed	propose	VERB
cana-3179	65	10	solution	solution	NOUN
cana-3179	65	11	offers	offer	VERB
cana-3179	65	12	a	a	DET
cana-3179	65	13	robust	robust	ADJ
cana-3179	65	14	mechanism	mechanism	NOUN
cana-3179	65	15	for	for	ADP
cana-3179	65	16	protecting	protect	VERB
cana-3179	65	17	sensitive	sensitive	ADJ
cana-3179	65	18	information	information	NOUN
cana-3179	65	19	and	and	CCONJ
cana-3179	65	20	ensuring	ensure	VERB
cana-3179	65	21	the	the	DET
cana-3179	65	22	integrity	integrity	NOUN
cana-3179	65	23	of	of	ADP
cana-3179	65	24	audit	audit	NOUN
cana-3179	65	25	logs	log	NOUN
cana-3179	65	26	.	.	PUNCT
cana-3179	66	1	the	the	DET
cana-3179	66	2	study	study	NOUN
cana-3179	66	3	acknowledges	acknowledge	VERB
cana-3179	66	4	potential	potential	ADJ
cana-3179	66	5	limitations	limitation	NOUN
cana-3179	66	6	,	,	PUNCT
cana-3179	66	7	such	such	ADJ
cana-3179	66	8	as	as	ADP
cana-3179	66	9	the	the	DET
cana-3179	66	10	computational	computational	ADJ
cana-3179	66	11	overhead	overhead	NOUN
cana-3179	66	12	associated	associate	VERB
cana-3179	66	13	with	with	ADP
cana-3179	66	14	encryption	encryption	NOUN
cana-3179	66	15	and	and	CCONJ
cana-3179	66	16	the	the	DET
cana-3179	66	17	challenge	challenge	NOUN
cana-3179	66	18	of	of	ADP
cana-3179	66	19	balancing	balance	VERB
cana-3179	66	20	privacy	privacy	NOUN
cana-3179	66	21	with	with	ADP
cana-3179	66	22	transparency	transparency	NOUN
cana-3179	66	23	in	in	ADP
cana-3179	66	24	audit	audit	NOUN
cana-3179	66	25	processes	process	NOUN
cana-3179	66	26	.	.	PUNCT
cana-3179	67	1	shi	shi	PROPN
cana-3179	67	2	,	,	PUNCT
cana-3179	67	3	zeshun	zeshun	PROPN
cana-3179	67	4	,	,	PUNCT
cana-3179	67	5	et	et	PROPN
cana-3179	67	6	al	al	PROPN
cana-3179	67	7	.	.	PUNCT
cana-3179	68	1	[	[	X
cana-3179	68	2	11	11	NUM
cana-3179	68	3	]	]	PUNCT
cana-3179	68	4	explored	explore	VERB
cana-3179	68	5	the	the	DET
cana-3179	68	6	application	application	NOUN
cana-3179	68	7	of	of	ADP
cana-3179	68	8	blockchain	blockchain	PROPN
cana-3179	68	9	technology	technology	PROPN
cana-3179	68	10	in	in	ADP
cana-3179	68	11	the	the	DET
cana-3179	68	12	realm	realm	NOUN
cana-3179	68	13	of	of	ADP
cana-3179	68	14	iot	iot	PROPN
cana-3179	68	15	(	(	PUNCT
cana-3179	68	16	internet	internet	NOUN
cana-3179	68	17	of	of	ADP
cana-3179	68	18	things	thing	NOUN
cana-3179	68	19	)	)	PUNCT
cana-3179	68	20	for	for	ADP
cana-3179	68	21	securing	secure	VERB
cana-3179	68	22	data	datum	NOUN
cana-3179	68	23	exchange	exchange	NOUN
cana-3179	68	24	and	and	CCONJ
cana-3179	68	25	auditing	auditing	NOUN
cana-3179	68	26	processes	process	NOUN
cana-3179	68	27	.	.	PUNCT
cana-3179	69	1	recognizing	recognize	VERB
cana-3179	69	2	the	the	DET
cana-3179	69	3	vulnerabilities	vulnerability	NOUN
cana-3179	69	4	inherent	inherent	ADJ
cana-3179	69	5	in	in	ADP
cana-3179	69	6	iot	iot	PROPN
cana-3179	69	7	ecosystems	ecosystem	NOUN
cana-3179	69	8	,	,	PUNCT
cana-3179	69	9	the	the	DET
cana-3179	69	10	proposed	propose	VERB
cana-3179	69	11	model	model	NOUN
cana-3179	69	12	utilizes	utilize	VERB
cana-3179	69	13	blockchain	blockchain	PROPN
cana-3179	69	14	to	to	PART
cana-3179	69	15	provide	provide	VERB
cana-3179	69	16	a	a	DET
cana-3179	69	17	decentralized	decentralize	VERB
cana-3179	69	18	and	and	CCONJ
cana-3179	69	19	secure	secure	VERB
cana-3179	69	20	platform	platform	NOUN
cana-3179	69	21	for	for	ADP
cana-3179	69	22	data	data	NOUN
cana-3179	69	23	transactions	transaction	NOUN
cana-3179	69	24	and	and	CCONJ
cana-3179	69	25	auditability	auditability	NOUN
cana-3179	69	26	.	.	PUNCT
cana-3179	70	1	this	this	DET
cana-3179	70	2	approach	approach	NOUN
cana-3179	70	3	not	not	PART
cana-3179	70	4	only	only	ADV
cana-3179	70	5	enhances	enhance	VERB
cana-3179	70	6	data	datum	NOUN
cana-3179	70	7	security	security	NOUN
cana-3179	70	8	but	but	CCONJ
cana-3179	70	9	also	also	ADV
cana-3179	70	10	facilitates	facilitate	VERB
cana-3179	70	11	real	real	ADJ
cana-3179	70	12	-	-	PUNCT
cana-3179	70	13	time	time	NOUN
cana-3179	70	14	monitoring	monitoring	NOUN
cana-3179	70	15	and	and	CCONJ
cana-3179	70	16	verification	verification	NOUN
cana-3179	70	17	of	of	ADP
cana-3179	70	18	iot	iot	PROPN
cana-3179	70	19	data	datum	NOUN
cana-3179	70	20	exchanges	exchange	NOUN
cana-3179	70	21	.	.	PUNCT
cana-3179	71	1	despite	despite	SCONJ
cana-3179	71	2	its	its	PRON
cana-3179	71	3	innovative	innovative	ADJ
cana-3179	71	4	contributions	contribution	NOUN
cana-3179	71	5	,	,	PUNCT
cana-3179	71	6	the	the	DET
cana-3179	71	7	research	research	NOUN
cana-3179	71	8	points	point	VERB
cana-3179	71	9	out	out	ADP
cana-3179	71	10	the	the	DET
cana-3179	71	11	need	need	NOUN
cana-3179	71	12	for	for	ADP
cana-3179	71	13	further	further	ADJ
cana-3179	71	14	exploration	exploration	NOUN
cana-3179	71	15	into	into	ADP
cana-3179	71	16	optimizing	optimize	VERB
cana-3179	71	17	blockchain	blockchain	PROPN
cana-3179	71	18	's	's	PART
cana-3179	71	19	performance	performance	NOUN
cana-3179	71	20	in	in	ADP
cana-3179	71	21	high	high	ADJ
cana-3179	71	22	-	-	PUNCT
cana-3179	71	23	transaction	transaction	NOUN
cana-3179	71	24	environments	environment	NOUN
cana-3179	71	25	typical	typical	ADJ
cana-3179	71	26	of	of	ADP
cana-3179	71	27	iot	iot	PROPN
cana-3179	71	28	applications	application	NOUN
cana-3179	71	29	.	.	PUNCT
cana-3179	72	1	qi	qi	PROPN
cana-3179	72	2	,	,	PUNCT
cana-3179	72	3	yining	yining	NOUN
cana-3179	72	4	,	,	PUNCT
cana-3179	72	5	li	li	PROPN
cana-3179	72	6	et	et	PROPN
cana-3179	72	7	al	al	PROPN
cana-3179	72	8	.	.	PUNCT
cana-3179	73	1	[	[	X
cana-3179	73	2	12	12	NUM
cana-3179	73	3	]	]	PUNCT
cana-3179	73	4	introduced	introduce	VERB
cana-3179	73	5	a	a	DET
cana-3179	73	6	blockchain	blockchain	PROPN
cana-3179	73	7	-	-	PUNCT
cana-3179	73	8	based	base	VERB
cana-3179	73	9	framework	framework	NOUN
cana-3179	73	10	designed	design	VERB
cana-3179	73	11	for	for	ADP
cana-3179	73	12	the	the	DET
cana-3179	73	13	auditing	auditing	NOUN
cana-3179	73	14	of	of	ADP
cana-3179	73	15	supply	supply	NOUN
cana-3179	73	16	chain	chain	NOUN
cana-3179	73	17	transactions	transaction	NOUN
cana-3179	73	18	.	.	PUNCT
cana-3179	74	1	by	by	ADP
cana-3179	74	2	integrating	integrate	VERB
cana-3179	74	3	smart	smart	ADJ
cana-3179	74	4	contracts	contract	NOUN
cana-3179	74	5	,	,	PUNCT
cana-3179	74	6	the	the	DET
cana-3179	74	7	framework	framework	NOUN
cana-3179	74	8	automates	automate	VERB
cana-3179	74	9	the	the	DET
cana-3179	74	10	audit	audit	NOUN
cana-3179	74	11	process	process	NOUN
cana-3179	74	12	,	,	PUNCT
cana-3179	74	13	ensuring	ensure	VERB
cana-3179	74	14	the	the	DET
cana-3179	74	15	authenticity	authenticity	NOUN
cana-3179	74	16	,	,	PUNCT
cana-3179	74	17	integrity	integrity	NOUN
cana-3179	74	18	,	,	PUNCT
cana-3179	74	19	and	and	CCONJ
cana-3179	74	20	traceability	traceability	NOUN
cana-3179	74	21	of	of	ADP
cana-3179	74	22	transactions	transaction	NOUN
cana-3179	74	23	across	across	ADP
cana-3179	74	24	the	the	DET
cana-3179	74	25	supply	supply	NOUN
cana-3179	74	26	chain	chain	NOUN
cana-3179	74	27	.	.	PUNCT
cana-3179	75	1	this	this	DET
cana-3179	75	2	solution	solution	NOUN
cana-3179	75	3	addresses	address	VERB
cana-3179	75	4	the	the	DET
cana-3179	75	5	challenges	challenge	NOUN
cana-3179	75	6	of	of	ADP
cana-3179	75	7	traditional	traditional	ADJ
cana-3179	75	8	auditing	auditing	NOUN
cana-3179	75	9	methods	method	NOUN
cana-3179	75	10	,	,	PUNCT
cana-3179	75	11	such	such	ADJ
cana-3179	75	12	as	as	ADP
cana-3179	75	13	manual	manual	ADJ
cana-3179	75	14	errors	error	NOUN
cana-3179	75	15	and	and	CCONJ
cana-3179	75	16	fraud	fraud	NOUN
cana-3179	75	17	,	,	PUNCT
cana-3179	75	18	by	by	ADP
cana-3179	75	19	providing	provide	VERB
cana-3179	75	20	a	a	DET
cana-3179	75	21	transparent	transparent	ADJ
cana-3179	75	22	and	and	CCONJ
cana-3179	75	23	immutable	immutable	ADJ
cana-3179	75	24	record	record	NOUN
cana-3179	75	25	of	of	ADP
cana-3179	75	26	transactions	transaction	NOUN
cana-3179	75	27	.	.	PUNCT
cana-3179	76	1	however	however	ADV
cana-3179	76	2	,	,	PUNCT
cana-3179	76	3	the	the	DET
cana-3179	76	4	study	study	NOUN
cana-3179	76	5	also	also	ADV
cana-3179	76	6	highlights	highlight	VERB
cana-3179	76	7	the	the	DET
cana-3179	76	8	challenges	challenge	NOUN
cana-3179	76	9	related	relate	VERB
cana-3179	76	10	to	to	ADP
cana-3179	76	11	the	the	DET
cana-3179	76	12	adoption	adoption	NOUN
cana-3179	76	13	of	of	ADP
cana-3179	76	14	blockchain	blockchain	PROPN
cana-3179	76	15	technology	technology	PROPN
cana-3179	76	16	in	in	ADP
cana-3179	76	17	existing	exist	VERB
cana-3179	76	18	supply	supply	NOUN
cana-3179	76	19	chain	chain	NOUN
cana-3179	76	20	systems	system	NOUN
cana-3179	76	21	,	,	PUNCT
cana-3179	76	22	including	include	VERB
cana-3179	76	23	interoperability	interoperability	NOUN
cana-3179	76	24	issues	issue	NOUN
cana-3179	76	25	and	and	CCONJ
cana-3179	76	26	the	the	DET
cana-3179	76	27	resistance	resistance	NOUN
cana-3179	76	28	from	from	ADP
cana-3179	76	29	stakeholders	stakeholder	NOUN
cana-3179	76	30	accustomed	accustom	VERB
cana-3179	76	31	to	to	ADP
cana-3179	76	32	centralized	centralized	ADJ
cana-3179	76	33	systems	system	NOUN
cana-3179	76	34	.	.	PUNCT
cana-3179	77	1	liu	liu	PROPN
cana-3179	77	2	,	,	PUNCT
cana-3179	77	3	zhenpeng	zhenpeng	PROPN
cana-3179	77	4	et	et	PROPN
cana-3179	77	5	al	al	PROPN
cana-3179	77	6	.	.	PUNCT
cana-3179	78	1	[	[	X
cana-3179	78	2	13	13	NUM
cana-3179	78	3	]	]	PUNCT
cana-3179	78	4	discussed	discuss	VERB
cana-3179	78	5	a	a	DET
cana-3179	78	6	blockchain	blockchain	NOUN
cana-3179	78	7	-	-	PUNCT
cana-3179	78	8	based	base	VERB
cana-3179	78	9	solution	solution	NOUN
cana-3179	78	10	for	for	ADP
cana-3179	78	11	enhancing	enhance	VERB
cana-3179	78	12	the	the	DET
cana-3179	78	13	security	security	NOUN
cana-3179	78	14	and	and	CCONJ
cana-3179	78	15	efficiency	efficiency	NOUN
cana-3179	78	16	of	of	ADP
cana-3179	78	17	public	public	ADJ
cana-3179	78	18	audit	audit	NOUN
cana-3179	78	19	systems	system	NOUN
cana-3179	78	20	in	in	ADP
cana-3179	78	21	cloud	cloud	NOUN
cana-3179	78	22	computing	computing	NOUN
cana-3179	78	23	environments	environment	NOUN
cana-3179	78	24	.	.	PUNCT
cana-3179	79	1	the	the	DET
cana-3179	79	2	proposed	propose	VERB
cana-3179	79	3	system	system	NOUN
cana-3179	79	4	leverages	leverage	VERB
cana-3179	79	5	blockchain	blockchain	PROPN
cana-3179	79	6	to	to	PART
cana-3179	79	7	create	create	VERB
cana-3179	79	8	a	a	DET
cana-3179	79	9	decentralized	decentralize	VERB
cana-3179	79	10	and	and	CCONJ
cana-3179	79	11	transparent	transparent	ADJ
cana-3179	79	12	framework	framework	NOUN
cana-3179	79	13	for	for	ADP
cana-3179	79	14	auditing	audit	VERB
cana-3179	79	15	cloud	cloud	NOUN
cana-3179	79	16	storage	storage	NOUN
cana-3179	79	17	services	service	NOUN
cana-3179	79	18	,	,	PUNCT
cana-3179	79	19	addressing	address	VERB
cana-3179	79	20	the	the	DET
cana-3179	79	21	limitations	limitation	NOUN
cana-3179	79	22	of	of	ADP
cana-3179	79	23	current	current	ADJ
cana-3179	79	24	centralized	centralized	ADJ
cana-3179	79	25	audit	audit	NOUN
cana-3179	79	26	systems	system	NOUN
cana-3179	79	27	.	.	PUNCT
cana-3179	80	1	the	the	DET
cana-3179	80	2	study	study	NOUN
cana-3179	80	3	underscores	underscore	VERB
cana-3179	80	4	the	the	DET
cana-3179	80	5	advantages	advantage	NOUN
cana-3179	80	6	of	of	ADP
cana-3179	80	7	blockchain	blockchain	PROPN
cana-3179	80	8	in	in	ADP
cana-3179	80	9	improving	improve	VERB
cana-3179	80	10	audit	audit	NOUN
cana-3179	80	11	trail	trail	NOUN
cana-3179	80	12	integrity	integrity	NOUN
cana-3179	80	13	and	and	CCONJ
cana-3179	80	14	reducing	reduce	VERB
cana-3179	80	15	the	the	DET
cana-3179	80	16	reliance	reliance	NOUN
cana-3179	80	17	on	on	ADP
cana-3179	80	18	third	third	ADJ
cana-3179	80	19	-	-	PUNCT
cana-3179	80	20	party	party	NOUN
cana-3179	80	21	auditors	auditor	NOUN
cana-3179	80	22	.	.	PUNCT
cana-3179	81	1	nevertheless	nevertheless	ADV
cana-3179	81	2	,	,	PUNCT
cana-3179	81	3	it	it	PRON
cana-3179	81	4	also	also	ADV
cana-3179	81	5	acknowledges	acknowledge	VERB
cana-3179	81	6	the	the	DET
cana-3179	81	7	need	need	NOUN
cana-3179	81	8	for	for	SCONJ
cana-3179	81	9	advancements	advancement	NOUN
cana-3179	81	10	in	in	ADP
cana-3179	81	11	blockchain	blockchain	PROPN
cana-3179	81	12	technology	technology	PROPN
cana-3179	81	13	to	to	PART
cana-3179	81	14	address	address	VERB
cana-3179	81	15	issues	issue	NOUN
cana-3179	81	16	such	such	ADJ
cana-3179	81	17	as	as	ADP
cana-3179	81	18	scalability	scalability	NOUN
cana-3179	81	19	and	and	CCONJ
cana-3179	81	20	the	the	DET
cana-3179	81	21	efficient	efficient	ADJ
cana-3179	81	22	processing	processing	NOUN
cana-3179	81	23	of	of	ADP
cana-3179	81	24	audit	audit	NOUN
cana-3179	81	25	-	-	PUNCT
cana-3179	81	26	related	relate	VERB
cana-3179	81	27	transactions	transaction	NOUN
cana-3179	81	28	.	.	PUNCT
cana-3179	82	1	wang	wang	PROPN
cana-3179	82	2	,	,	PUNCT
cana-3179	82	3	lipeng	lipeng	PROPN
cana-3179	82	4	et	et	PROPN
cana-3179	82	5	al	al	PROPN
cana-3179	82	6	.	.	PUNCT
cana-3179	83	1	[	[	X
cana-3179	83	2	14	14	NUM
cana-3179	83	3	]	]	PUNCT
cana-3179	83	4	investigated	investigate	VERB
cana-3179	83	5	the	the	DET
cana-3179	83	6	implementation	implementation	NOUN
cana-3179	83	7	of	of	ADP
cana-3179	83	8	blockchain	blockchain	PROPN
cana-3179	83	9	technology	technology	PROPN
cana-3179	83	10	in	in	ADP
cana-3179	83	11	the	the	DET
cana-3179	83	12	financial	financial	ADJ
cana-3179	83	13	auditing	auditing	NOUN
cana-3179	83	14	sector	sector	NOUN
cana-3179	83	15	.	.	PUNCT
cana-3179	84	1	the	the	DET
cana-3179	84	2	study	study	NOUN
cana-3179	84	3	proposes	propose	VERB
cana-3179	84	4	a	a	DET
cana-3179	84	5	blockchain	blockchain	NOUN
cana-3179	84	6	-	-	PUNCT
cana-3179	84	7	based	base	VERB
cana-3179	84	8	system	system	NOUN
cana-3179	84	9	that	that	PRON
cana-3179	84	10	automates	automate	VERB
cana-3179	84	11	and	and	CCONJ
cana-3179	84	12	secures	secure	VERB
cana-3179	84	13	financial	financial	ADJ
cana-3179	84	14	transactions	transaction	NOUN
cana-3179	84	15	,	,	PUNCT
cana-3179	84	16	ensuring	ensure	VERB
cana-3179	84	17	transparency	transparency	NOUN
cana-3179	84	18	and	and	CCONJ
cana-3179	84	19	integrity	integrity	NOUN
cana-3179	84	20	throughout	throughout	ADP
cana-3179	84	21	the	the	DET
cana-3179	84	22	auditing	auditing	NOUN
cana-3179	84	23	process	process	NOUN
cana-3179	84	24	.	.	PUNCT
cana-3179	85	1	this	this	DET
cana-3179	85	2	innovative	innovative	ADJ
cana-3179	85	3	approach	approach	NOUN
cana-3179	85	4	aims	aim	VERB
cana-3179	85	5	to	to	PART
cana-3179	85	6	reduce	reduce	VERB
cana-3179	85	7	fraud	fraud	NOUN
cana-3179	85	8	and	and	CCONJ
cana-3179	85	9	errors	error	NOUN
cana-3179	85	10	in	in	ADP
cana-3179	85	11	financial	financial	ADJ
cana-3179	85	12	reporting	reporting	NOUN
cana-3179	85	13	by	by	ADP
cana-3179	85	14	providing	provide	VERB
cana-3179	85	15	a	a	DET
cana-3179	85	16	tamper	tamper	NOUN
cana-3179	85	17	-	-	NOUN
cana-3179	85	18	proof	proof	NOUN
cana-3179	85	19	and	and	CCONJ
cana-3179	85	20	communications	communication	NOUN
cana-3179	85	21	on	on	ADP
cana-3179	85	22	applied	apply	VERB
cana-3179	85	23	nonlinear	nonlinear	ADJ
cana-3179	85	24	analysis	analysis	NOUN
cana-3179	85	25	issn	issn	NOUN
cana-3179	85	26	:	:	PUNCT
cana-3179	85	27	1074	1074	NUM
cana-3179	85	28	-	-	PUNCT
cana-3179	85	29	133x	133x	NUM
cana-3179	85	30	vol	vol	NOUN
cana-3179	85	31	32	32	NUM
cana-3179	85	32	no	no	NOUN
cana-3179	85	33	.	.	PUNCT
cana-3179	86	1	5s	5s	NUM
cana-3179	86	2	(	(	PUNCT
cana-3179	86	3	2025	2025	NUM
cana-3179	86	4	)	)	PUNCT
cana-3179	86	5	543	543	NUM
cana-3179	86	6	https://internationalpubls.com	https://internationalpubls.com	NUM
cana-3179	86	7	decentralized	decentralize	VERB
cana-3179	86	8	ledger	ledger	NOUN
cana-3179	86	9	for	for	ADP
cana-3179	86	10	all	all	DET
cana-3179	86	11	transactions	transaction	NOUN
cana-3179	86	12	.	.	PUNCT
cana-3179	87	1	despite	despite	SCONJ
cana-3179	87	2	its	its	PRON
cana-3179	87	3	potential	potential	NOUN
cana-3179	87	4	,	,	PUNCT
cana-3179	87	5	the	the	DET
cana-3179	87	6	study	study	NOUN
cana-3179	87	7	discusses	discuss	VERB
cana-3179	87	8	challenges	challenge	NOUN
cana-3179	87	9	such	such	ADJ
cana-3179	87	10	as	as	ADP
cana-3179	87	11	the	the	DET
cana-3179	87	12	adoption	adoption	NOUN
cana-3179	87	13	resistance	resistance	NOUN
cana-3179	87	14	from	from	ADP
cana-3179	87	15	traditional	traditional	ADJ
cana-3179	87	16	financial	financial	ADJ
cana-3179	87	17	institutions	institution	NOUN
cana-3179	87	18	and	and	CCONJ
cana-3179	87	19	the	the	DET
cana-3179	87	20	need	need	NOUN
cana-3179	87	21	for	for	ADP
cana-3179	87	22	regulatory	regulatory	ADJ
cana-3179	87	23	frameworks	framework	NOUN
cana-3179	87	24	to	to	PART
cana-3179	87	25	support	support	VERB
cana-3179	87	26	the	the	DET
cana-3179	87	27	integration	integration	NOUN
cana-3179	87	28	of	of	ADP
cana-3179	87	29	blockchain	blockchain	PROPN
cana-3179	87	30	in	in	ADP
cana-3179	87	31	financial	financial	ADJ
cana-3179	87	32	auditing	auditing	NOUN
cana-3179	87	33	.	.	PUNCT
cana-3179	88	1	franklin	franklin	PROPN
cana-3179	88	2	,	,	PUNCT
cana-3179	88	3	karen	karen	PROPN
cana-3179	88	4	et	et	PROPN
cana-3179	88	5	al	al	PROPN
cana-3179	88	6	.	.	PUNCT
cana-3179	89	1	[	[	X
cana-3179	89	2	15	15	NUM
cana-3179	89	3	]	]	X
cana-3179	89	4	focused	focus	VERB
cana-3179	89	5	on	on	ADP
cana-3179	89	6	the	the	DET
cana-3179	89	7	application	application	NOUN
cana-3179	89	8	of	of	ADP
cana-3179	89	9	blockchain	blockchain	PROPN
cana-3179	89	10	in	in	ADP
cana-3179	89	11	enhancing	enhance	VERB
cana-3179	89	12	data	datum	NOUN
cana-3179	89	13	security	security	NOUN
cana-3179	89	14	and	and	CCONJ
cana-3179	89	15	auditability	auditability	NOUN
cana-3179	89	16	within	within	ADP
cana-3179	89	17	smart	smart	ADJ
cana-3179	89	18	cities	city	NOUN
cana-3179	89	19	.	.	PUNCT
cana-3179	90	1	the	the	DET
cana-3179	90	2	proposed	propose	VERB
cana-3179	90	3	framework	framework	NOUN
cana-3179	90	4	leverages	leverage	NOUN
cana-3179	90	5	blockchain	blockchain	PROPN
cana-3179	90	6	to	to	PART
cana-3179	90	7	secure	secure	VERB
cana-3179	90	8	data	datum	NOUN
cana-3179	90	9	transactions	transaction	NOUN
cana-3179	90	10	and	and	CCONJ
cana-3179	90	11	communications	communication	NOUN
cana-3179	90	12	between	between	ADP
cana-3179	90	13	different	different	ADJ
cana-3179	90	14	entities	entity	NOUN
cana-3179	90	15	in	in	ADP
cana-3179	90	16	a	a	DET
cana-3179	90	17	smart	smart	ADJ
cana-3179	90	18	city	city	NOUN
cana-3179	90	19	ecosystem	ecosystem	NOUN
cana-3179	90	20	,	,	PUNCT
cana-3179	90	21	from	from	ADP
cana-3179	90	22	iot	iot	PROPN
cana-3179	90	23	devices	device	NOUN
cana-3179	90	24	to	to	ADP
cana-3179	90	25	public	public	ADJ
cana-3179	90	26	services	service	NOUN
cana-3179	90	27	.	.	PUNCT
cana-3179	91	1	this	this	DET
cana-3179	91	2	approach	approach	NOUN
cana-3179	91	3	not	not	PART
cana-3179	91	4	only	only	ADV
cana-3179	91	5	ensures	ensure	VERB
cana-3179	91	6	data	datum	NOUN
cana-3179	91	7	integrity	integrity	NOUN
cana-3179	91	8	and	and	CCONJ
cana-3179	91	9	privacy	privacy	NOUN
cana-3179	91	10	but	but	CCONJ
cana-3179	91	11	also	also	ADV
cana-3179	91	12	facilitates	facilitate	VERB
cana-3179	91	13	a	a	DET
cana-3179	91	14	transparent	transparent	ADJ
cana-3179	91	15	and	and	CCONJ
cana-3179	91	16	efficient	efficient	ADJ
cana-3179	91	17	audit	audit	NOUN
cana-3179	91	18	trail	trail	NOUN
cana-3179	91	19	for	for	ADP
cana-3179	91	20	all	all	DET
cana-3179	91	21	activities	activity	NOUN
cana-3179	91	22	.	.	PUNCT
cana-3179	92	1	however	however	ADV
cana-3179	92	2	,	,	PUNCT
cana-3179	92	3	the	the	DET
cana-3179	92	4	research	research	NOUN
cana-3179	92	5	highlights	highlight	VERB
cana-3179	92	6	the	the	DET
cana-3179	92	7	complexities	complexity	NOUN
cana-3179	92	8	of	of	ADP
cana-3179	92	9	implementing	implement	VERB
cana-3179	92	10	blockchain	blockchain	NOUN
cana-3179	92	11	in	in	ADP
cana-3179	92	12	the	the	DET
cana-3179	92	13	highly	highly	ADV
cana-3179	92	14	interconnected	interconnected	ADJ
cana-3179	92	15	and	and	CCONJ
cana-3179	92	16	dynamic	dynamic	ADJ
cana-3179	92	17	environment	environment	NOUN
cana-3179	92	18	of	of	ADP
cana-3179	92	19	smart	smart	ADJ
cana-3179	92	20	cities	city	NOUN
cana-3179	92	21	,	,	PUNCT
cana-3179	92	22	including	include	VERB
cana-3179	92	23	scalability	scalability	NOUN
cana-3179	92	24	issues	issue	NOUN
cana-3179	92	25	and	and	CCONJ
cana-3179	92	26	the	the	DET
cana-3179	92	27	need	need	NOUN
cana-3179	92	28	for	for	ADP
cana-3179	92	29	interoperable	interoperable	ADJ
cana-3179	92	30	standards	standard	NOUN
cana-3179	92	31	.	.	PUNCT
cana-3179	93	1	sun	sun	PROPN
cana-3179	93	2	,	,	PUNCT
cana-3179	93	3	yuan	yuan	PROPN
cana-3179	93	4	,	,	PUNCT
cana-3179	93	5	et	et	PROPN
cana-3179	93	6	al	al	PROPN
cana-3179	93	7	.	.	PUNCT
cana-3179	94	1	[	[	X
cana-3179	94	2	16	16	NUM
cana-3179	94	3	]	]	PUNCT
cana-3179	94	4	delves	delve	VERB
cana-3179	94	5	into	into	ADP
cana-3179	94	6	the	the	DET
cana-3179	94	7	challenges	challenge	NOUN
cana-3179	94	8	of	of	ADP
cana-3179	94	9	data	datum	NOUN
cana-3179	94	10	provenance	provenance	NOUN
cana-3179	94	11	and	and	CCONJ
cana-3179	94	12	auditability	auditability	NOUN
cana-3179	94	13	in	in	ADP
cana-3179	94	14	cloud	cloud	NOUN
cana-3179	94	15	computing	computing	NOUN
cana-3179	94	16	environments	environment	NOUN
cana-3179	94	17	.	.	PUNCT
cana-3179	95	1	the	the	DET
cana-3179	95	2	proposed	propose	VERB
cana-3179	95	3	solution	solution	NOUN
cana-3179	95	4	integrates	integrate	VERB
cana-3179	95	5	blockchain	blockchain	PROPN
cana-3179	95	6	technology	technology	PROPN
cana-3179	95	7	with	with	ADP
cana-3179	95	8	cloud	cloud	NOUN
cana-3179	95	9	services	service	NOUN
cana-3179	95	10	to	to	PART
cana-3179	95	11	create	create	VERB
cana-3179	95	12	a	a	DET
cana-3179	95	13	secure	secure	ADJ
cana-3179	95	14	and	and	CCONJ
cana-3179	95	15	immutable	immutable	ADJ
cana-3179	95	16	record	record	NOUN
cana-3179	95	17	of	of	ADP
cana-3179	95	18	data	datum	NOUN
cana-3179	95	19	provenance	provenance	NOUN
cana-3179	95	20	,	,	PUNCT
cana-3179	95	21	enhancing	enhance	VERB
cana-3179	95	22	the	the	DET
cana-3179	95	23	trustworthiness	trustworthiness	NOUN
cana-3179	95	24	and	and	CCONJ
cana-3179	95	25	transparency	transparency	NOUN
cana-3179	95	26	of	of	ADP
cana-3179	95	27	data	datum	NOUN
cana-3179	95	28	stored	store	VERB
cana-3179	95	29	in	in	ADP
cana-3179	95	30	the	the	DET
cana-3179	95	31	cloud	cloud	NOUN
cana-3179	95	32	.	.	PUNCT
cana-3179	96	1	this	this	DET
cana-3179	96	2	study	study	NOUN
cana-3179	96	3	underscores	underscore	VERB
cana-3179	96	4	the	the	DET
cana-3179	96	5	importance	importance	NOUN
cana-3179	96	6	of	of	ADP
cana-3179	96	7	ensuring	ensure	VERB
cana-3179	96	8	data	datum	NOUN
cana-3179	96	9	integrity	integrity	NOUN
cana-3179	96	10	in	in	ADP
cana-3179	96	11	cloudbased	cloudbase	VERB
cana-3179	96	12	applications	application	NOUN
cana-3179	96	13	and	and	CCONJ
cana-3179	96	14	demonstrates	demonstrate	VERB
cana-3179	96	15	how	how	SCONJ
cana-3179	96	16	blockchain	blockchain	PROPN
cana-3179	96	17	can	can	AUX
cana-3179	96	18	be	be	AUX
cana-3179	96	19	a	a	DET
cana-3179	96	20	pivotal	pivotal	ADJ
cana-3179	96	21	technology	technology	NOUN
cana-3179	96	22	in	in	ADP
cana-3179	96	23	achieving	achieve	VERB
cana-3179	96	24	this	this	DET
cana-3179	96	25	goal	goal	NOUN
cana-3179	96	26	.	.	PUNCT
cana-3179	97	1	nevertheless	nevertheless	ADV
cana-3179	97	2	,	,	PUNCT
cana-3179	97	3	it	it	PRON
cana-3179	97	4	also	also	ADV
cana-3179	97	5	points	point	VERB
cana-3179	97	6	out	out	ADP
cana-3179	97	7	the	the	DET
cana-3179	97	8	need	need	NOUN
cana-3179	97	9	for	for	ADP
cana-3179	97	10	advancements	advancement	NOUN
cana-3179	97	11	in	in	ADP
cana-3179	97	12	blockchain	blockchain	PROPN
cana-3179	97	13	scalability	scalability	NOUN
cana-3179	97	14	and	and	CCONJ
cana-3179	97	15	performance	performance	NOUN
cana-3179	97	16	to	to	PART
cana-3179	97	17	accommodate	accommodate	VERB
cana-3179	97	18	the	the	DET
cana-3179	97	19	vast	vast	ADJ
cana-3179	97	20	amounts	amount	NOUN
cana-3179	97	21	of	of	ADP
cana-3179	97	22	data	datum	NOUN
cana-3179	97	23	processed	process	VERB
cana-3179	97	24	in	in	ADP
cana-3179	97	25	cloud	cloud	ADJ
cana-3179	97	26	environments	environment	NOUN
cana-3179	97	27	.	.	PUNCT
cana-3179	98	1	qi	qi	PROPN
cana-3179	98	2	,	,	PUNCT
cana-3179	98	3	yining	yine	VERB
cana-3179	98	4	et	et	PROPN
cana-3179	98	5	al	al	PROPN
cana-3179	98	6	.	.	PUNCT
cana-3179	99	1	[	[	X
cana-3179	99	2	17	17	NUM
cana-3179	99	3	]	]	PUNCT
cana-3179	99	4	presented	present	VERB
cana-3179	99	5	a	a	DET
cana-3179	99	6	blockchain	blockchain	PROPN
cana-3179	99	7	-	-	PUNCT
cana-3179	99	8	based	base	VERB
cana-3179	99	9	framework	framework	NOUN
cana-3179	99	10	for	for	ADP
cana-3179	99	11	the	the	DET
cana-3179	99	12	auditing	auditing	NOUN
cana-3179	99	13	of	of	ADP
cana-3179	99	14	intellectual	intellectual	ADJ
cana-3179	99	15	property	property	NOUN
cana-3179	99	16	(	(	PUNCT
cana-3179	99	17	ip	ip	NOUN
cana-3179	99	18	)	)	PUNCT
cana-3179	99	19	rights	right	NOUN
cana-3179	99	20	and	and	CCONJ
cana-3179	99	21	transactions	transaction	NOUN
cana-3179	99	22	.	.	PUNCT
cana-3179	100	1	by	by	ADP
cana-3179	100	2	creating	create	VERB
cana-3179	100	3	a	a	DET
cana-3179	100	4	decentralized	decentralized	ADJ
cana-3179	100	5	ledger	ledger	NOUN
cana-3179	100	6	for	for	ADP
cana-3179	100	7	ip	ip	NOUN
cana-3179	100	8	registrations	registration	NOUN
cana-3179	100	9	and	and	CCONJ
cana-3179	100	10	transactions	transaction	NOUN
cana-3179	100	11	,	,	PUNCT
cana-3179	100	12	the	the	DET
cana-3179	100	13	framework	framework	NOUN
cana-3179	100	14	ensures	ensure	VERB
cana-3179	100	15	the	the	DET
cana-3179	100	16	authenticity	authenticity	NOUN
cana-3179	100	17	,	,	PUNCT
cana-3179	100	18	integrity	integrity	NOUN
cana-3179	100	19	,	,	PUNCT
cana-3179	100	20	and	and	CCONJ
cana-3179	100	21	non	non	NOUN
cana-3179	100	22	-	-	NOUN
cana-3179	100	23	repudiation	repudiation	NOUN
cana-3179	100	24	of	of	ADP
cana-3179	100	25	ip	ip	ADJ
cana-3179	100	26	-	-	PUNCT
cana-3179	100	27	related	relate	VERB
cana-3179	100	28	activities	activity	NOUN
cana-3179	100	29	.	.	PUNCT
cana-3179	101	1	this	this	DET
cana-3179	101	2	system	system	NOUN
cana-3179	101	3	addresses	address	VERB
cana-3179	101	4	the	the	DET
cana-3179	101	5	prevalent	prevalent	ADJ
cana-3179	101	6	issues	issue	NOUN
cana-3179	101	7	of	of	ADP
cana-3179	101	8	ip	ip	NOUN
cana-3179	101	9	theft	theft	NOUN
cana-3179	101	10	and	and	CCONJ
cana-3179	101	11	unauthorized	unauthorized	ADJ
cana-3179	101	12	use	use	NOUN
cana-3179	101	13	by	by	ADP
cana-3179	101	14	providing	provide	VERB
cana-3179	101	15	a	a	DET
cana-3179	101	16	transparent	transparent	ADJ
cana-3179	101	17	and	and	CCONJ
cana-3179	101	18	secure	secure	ADJ
cana-3179	101	19	mechanism	mechanism	NOUN
cana-3179	101	20	for	for	ADP
cana-3179	101	21	ip	ip	NOUN
cana-3179	101	22	management	management	NOUN
cana-3179	101	23	and	and	CCONJ
cana-3179	101	24	auditing	auditing	NOUN
cana-3179	101	25	.	.	PUNCT
cana-3179	102	1	the	the	DET
cana-3179	102	2	study	study	NOUN
cana-3179	102	3	,	,	PUNCT
cana-3179	102	4	however	however	ADV
cana-3179	102	5	,	,	PUNCT
cana-3179	102	6	acknowledges	acknowledge	VERB
cana-3179	102	7	the	the	DET
cana-3179	102	8	challenges	challenge	NOUN
cana-3179	102	9	in	in	ADP
cana-3179	102	10	achieving	achieve	VERB
cana-3179	102	11	widespread	widespread	ADJ
cana-3179	102	12	acceptance	acceptance	NOUN
cana-3179	102	13	and	and	CCONJ
cana-3179	102	14	integration	integration	NOUN
cana-3179	102	15	of	of	ADP
cana-3179	102	16	blockchain	blockchain	PROPN
cana-3179	102	17	technology	technology	PROPN
cana-3179	102	18	in	in	ADP
cana-3179	102	19	the	the	DET
cana-3179	102	20	ip	ip	NOUN
cana-3179	102	21	sector	sector	NOUN
cana-3179	102	22	,	,	PUNCT
cana-3179	102	23	including	include	VERB
cana-3179	102	24	legal	legal	ADJ
cana-3179	102	25	and	and	CCONJ
cana-3179	102	26	regulatory	regulatory	ADJ
cana-3179	102	27	hurdles	hurdle	NOUN
cana-3179	102	28	.	.	PUNCT
cana-3179	103	1	zhao	zhao	NOUN
cana-3179	103	2	,	,	PUNCT
cana-3179	103	3	jiahao	jiahao	PROPN
cana-3179	103	4	et	et	PROPN
cana-3179	103	5	al	al	PROPN
cana-3179	103	6	.	.	PUNCT
cana-3179	104	1	[	[	X
cana-3179	104	2	18	18	NUM
cana-3179	104	3	]	]	PUNCT
cana-3179	104	4	explored	explore	VERB
cana-3179	104	5	the	the	DET
cana-3179	104	6	potential	potential	NOUN
cana-3179	104	7	of	of	ADP
cana-3179	104	8	blockchain	blockchain	PROPN
cana-3179	104	9	technology	technology	PROPN
cana-3179	104	10	in	in	ADP
cana-3179	104	11	enhancing	enhance	VERB
cana-3179	104	12	the	the	DET
cana-3179	104	13	transparency	transparency	NOUN
cana-3179	104	14	and	and	CCONJ
cana-3179	104	15	efficiency	efficiency	NOUN
cana-3179	104	16	of	of	ADP
cana-3179	104	17	government	government	NOUN
cana-3179	104	18	auditing	auditing	NOUN
cana-3179	104	19	processes	process	NOUN
cana-3179	104	20	.	.	PUNCT
cana-3179	105	1	the	the	DET
cana-3179	105	2	research	research	NOUN
cana-3179	105	3	proposes	propose	VERB
cana-3179	105	4	a	a	DET
cana-3179	105	5	blockchain	blockchain	NOUN
cana-3179	105	6	-	-	PUNCT
cana-3179	105	7	based	base	VERB
cana-3179	105	8	system	system	NOUN
cana-3179	105	9	that	that	PRON
cana-3179	105	10	automates	automate	VERB
cana-3179	105	11	and	and	CCONJ
cana-3179	105	12	secures	secure	VERB
cana-3179	105	13	government	government	NOUN
cana-3179	105	14	transactions	transaction	NOUN
cana-3179	105	15	,	,	PUNCT
cana-3179	105	16	thereby	thereby	ADV
cana-3179	105	17	improving	improve	VERB
cana-3179	105	18	accountability	accountability	NOUN
cana-3179	105	19	and	and	CCONJ
cana-3179	105	20	reducing	reduce	VERB
cana-3179	105	21	corruption	corruption	NOUN
cana-3179	105	22	.	.	PUNCT
cana-3179	106	1	this	this	DET
cana-3179	106	2	system	system	NOUN
cana-3179	106	3	is	be	AUX
cana-3179	106	4	designed	design	VERB
cana-3179	106	5	to	to	PART
cana-3179	106	6	provide	provide	VERB
cana-3179	106	7	a	a	DET
cana-3179	106	8	transparent	transparent	ADJ
cana-3179	106	9	and	and	CCONJ
cana-3179	106	10	immutable	immutable	ADJ
cana-3179	106	11	audit	audit	NOUN
cana-3179	106	12	trail	trail	NOUN
cana-3179	106	13	for	for	ADP
cana-3179	106	14	government	government	NOUN
cana-3179	106	15	expenditures	expenditure	NOUN
cana-3179	106	16	and	and	CCONJ
cana-3179	106	17	activities	activity	NOUN
cana-3179	106	18	,	,	PUNCT
cana-3179	106	19	fostering	foster	VERB
cana-3179	106	20	trust	trust	NOUN
cana-3179	106	21	in	in	ADP
cana-3179	106	22	public	public	ADJ
cana-3179	106	23	administration	administration	NOUN
cana-3179	106	24	.	.	PUNCT
cana-3179	107	1	while	while	SCONJ
cana-3179	107	2	the	the	DET
cana-3179	107	3	study	study	NOUN
cana-3179	107	4	highlights	highlight	VERB
cana-3179	107	5	the	the	DET
cana-3179	107	6	transformative	transformative	ADJ
cana-3179	107	7	impact	impact	NOUN
cana-3179	107	8	of	of	ADP
cana-3179	107	9	blockchain	blockchain	PROPN
cana-3179	107	10	on	on	ADP
cana-3179	107	11	government	government	NOUN
cana-3179	107	12	auditing	auditing	NOUN
cana-3179	107	13	,	,	PUNCT
cana-3179	107	14	it	it	PRON
cana-3179	107	15	also	also	ADV
cana-3179	107	16	addresses	address	VERB
cana-3179	107	17	the	the	DET
cana-3179	107	18	challenges	challenge	NOUN
cana-3179	107	19	related	relate	VERB
cana-3179	107	20	to	to	ADP
cana-3179	107	21	technology	technology	NOUN
cana-3179	107	22	adoption	adoption	NOUN
cana-3179	107	23	,	,	PUNCT
cana-3179	107	24	including	include	VERB
cana-3179	107	25	the	the	DET
cana-3179	107	26	need	need	NOUN
cana-3179	107	27	for	for	ADP
cana-3179	107	28	digital	digital	ADJ
cana-3179	107	29	infrastructure	infrastructure	NOUN
cana-3179	107	30	and	and	CCONJ
cana-3179	107	31	the	the	DET
cana-3179	107	32	resistance	resistance	NOUN
cana-3179	107	33	to	to	PART
cana-3179	107	34	change	change	VERB
cana-3179	107	35	from	from	ADP
cana-3179	107	36	established	establish	VERB
cana-3179	107	37	institutions	institution	NOUN
cana-3179	107	38	.	.	PUNCT
cana-3179	108	1	3	3	X
cana-3179	108	2	.	.	X
cana-3179	108	3	methods	method	NOUN
cana-3179	108	4	and	and	CCONJ
cana-3179	108	5	materials	material	NOUN
cana-3179	108	6	the	the	DET
cana-3179	108	7	blockchain	blockchain	NOUN
cana-3179	108	8	-	-	PUNCT
cana-3179	108	9	based	base	VERB
cana-3179	108	10	computing	computing	NOUN
cana-3179	108	11	framework	framework	NOUN
cana-3179	108	12	for	for	ADP
cana-3179	108	13	data	data	NOUN
cana-3179	108	14	auditing	auditing	NOUN
cana-3179	108	15	management	management	NOUN
cana-3179	108	16	encompasses	encompass	VERB
cana-3179	108	17	several	several	ADJ
cana-3179	108	18	core	core	NOUN
cana-3179	108	19	components	component	NOUN
cana-3179	108	20	,	,	PUNCT
cana-3179	108	21	each	each	PRON
cana-3179	108	22	critical	critical	ADJ
cana-3179	108	23	to	to	ADP
cana-3179	108	24	its	its	PRON
cana-3179	108	25	operation	operation	NOUN
cana-3179	108	26	and	and	CCONJ
cana-3179	108	27	effectiveness	effectiveness	NOUN
cana-3179	108	28	.	.	PUNCT
cana-3179	109	1	below	below	ADV
cana-3179	109	2	,	,	PUNCT
cana-3179	109	3	these	these	DET
cana-3179	109	4	components	component	NOUN
cana-3179	109	5	are	be	AUX
cana-3179	109	6	elaborated	elaborate	VERB
cana-3179	109	7	upon	upon	SCONJ
cana-3179	109	8	with	with	ADP
cana-3179	109	9	comprehensive	comprehensive	ADJ
cana-3179	109	10	descriptions	description	NOUN
cana-3179	109	11	and	and	CCONJ
cana-3179	109	12	the	the	DET
cana-3179	109	13	introduction	introduction	NOUN
cana-3179	109	14	of	of	ADP
cana-3179	109	15	a	a	DET
cana-3179	109	16	mathematical	mathematical	ADJ
cana-3179	109	17	model	model	NOUN
cana-3179	109	18	where	where	SCONJ
cana-3179	109	19	applicable	applicable	ADJ
cana-3179	109	20	:	:	PUNCT
cana-3179	109	21	to	to	PART
cana-3179	109	22	encapsulate	encapsulate	VERB
cana-3179	109	23	the	the	DET
cana-3179	109	24	blockchain	blockchain	PROPN
cana-3179	109	25	-	-	PUNCT
cana-3179	109	26	based	base	VERB
cana-3179	109	27	computing	computing	NOUN
cana-3179	109	28	framework	framework	NOUN
cana-3179	109	29	for	for	ADP
cana-3179	109	30	data	data	NOUN
cana-3179	109	31	auditing	auditing	NOUN
cana-3179	109	32	management	management	NOUN
cana-3179	109	33	into	into	ADP
cana-3179	109	34	a	a	DET
cana-3179	109	35	comprehensive	comprehensive	ADJ
cana-3179	109	36	algorithm	algorithm	NOUN
cana-3179	109	37	,	,	PUNCT
cana-3179	109	38	we	we	PRON
cana-3179	109	39	integrate	integrate	VERB
cana-3179	109	40	the	the	DET
cana-3179	109	41	mathematical	mathematical	ADJ
cana-3179	109	42	models	model	NOUN
cana-3179	109	43	provided	provide	VERB
cana-3179	109	44	for	for	ADP
cana-3179	109	45	the	the	DET
cana-3179	109	46	core	core	ADJ
cana-3179	109	47	components	component	NOUN
cana-3179	109	48	and	and	CCONJ
cana-3179	109	49	processes	process	NOUN
cana-3179	109	50	.	.	PUNCT
cana-3179	110	1	this	this	DET
cana-3179	110	2	algorithmic	algorithmic	ADJ
cana-3179	110	3	representation	representation	NOUN
cana-3179	110	4	focuses	focus	VERB
cana-3179	110	5	on	on	ADP
cana-3179	110	6	the	the	DET
cana-3179	110	7	sequence	sequence	NOUN
cana-3179	110	8	of	of	ADP
cana-3179	110	9	operations	operation	NOUN
cana-3179	110	10	within	within	ADP
cana-3179	110	11	the	the	DET
cana-3179	110	12	framework	framework	NOUN
cana-3179	110	13	,	,	PUNCT
cana-3179	110	14	ensuring	ensure	VERB
cana-3179	110	15	data	datum	NOUN
cana-3179	110	16	integrity	integrity	NOUN
cana-3179	110	17	,	,	PUNCT
cana-3179	110	18	verification	verification	NOUN
cana-3179	110	19	,	,	PUNCT
cana-3179	110	20	and	and	CCONJ
cana-3179	110	21	transparency	transparency	NOUN
cana-3179	110	22	throughout	throughout	ADP
cana-3179	110	23	the	the	DET
cana-3179	110	24	lifecycle	lifecycle	NOUN
cana-3179	110	25	of	of	ADP
cana-3179	110	26	data	datum	NOUN
cana-3179	110	27	management	management	NOUN
cana-3179	110	28	.	.	PUNCT
cana-3179	111	1	communications	communication	NOUN
cana-3179	111	2	on	on	ADP
cana-3179	111	3	applied	apply	VERB
cana-3179	111	4	nonlinear	nonlinear	ADJ
cana-3179	111	5	analysis	analysis	NOUN
cana-3179	111	6	issn	issn	NOUN
cana-3179	111	7	:	:	PUNCT
cana-3179	111	8	1074	1074	NUM
cana-3179	111	9	-	-	PUNCT
cana-3179	111	10	133x	133x	NUM
cana-3179	111	11	vol	vol	NOUN
cana-3179	111	12	32	32	NUM
cana-3179	111	13	no	no	NOUN
cana-3179	111	14	.	.	PUNCT
cana-3179	112	1	5s	5s	NUM
cana-3179	112	2	(	(	PUNCT
cana-3179	112	3	2025	2025	NUM
cana-3179	112	4	)	)	PUNCT
cana-3179	112	5	544	544	NUM
cana-3179	112	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3179	112	7	1	1	X
cana-3179	112	8	.	.	PUNCT
cana-3179	113	1	blockchain	blockchain	PROPN
cana-3179	113	2	network	network	PROPN
cana-3179	113	3	the	the	DET
cana-3179	113	4	blockchain	blockchain	PROPN
cana-3179	113	5	network	network	NOUN
cana-3179	113	6	serves	serve	VERB
cana-3179	113	7	as	as	ADP
cana-3179	113	8	the	the	DET
cana-3179	113	9	backbone	backbone	NOUN
cana-3179	113	10	of	of	ADP
cana-3179	113	11	the	the	DET
cana-3179	113	12	framework	framework	NOUN
cana-3179	113	13	,	,	PUNCT
cana-3179	113	14	providing	provide	VERB
cana-3179	113	15	a	a	DET
cana-3179	113	16	decentralized	decentralize	VERB
cana-3179	113	17	and	and	CCONJ
cana-3179	113	18	immutable	immutable	ADJ
cana-3179	113	19	ledger	ledger	NOUN
cana-3179	113	20	for	for	ADP
cana-3179	113	21	recording	recording	NOUN
cana-3179	113	22	transactions	transaction	NOUN
cana-3179	113	23	.	.	PUNCT
cana-3179	114	1	this	this	DET
cana-3179	114	2	network	network	NOUN
cana-3179	114	3	can	can	AUX
cana-3179	114	4	be	be	AUX
cana-3179	114	5	configured	configure	VERB
cana-3179	114	6	as	as	ADP
cana-3179	114	7	public	public	ADJ
cana-3179	114	8	,	,	PUNCT
cana-3179	114	9	private	private	ADJ
cana-3179	114	10	,	,	PUNCT
cana-3179	114	11	or	or	CCONJ
cana-3179	114	12	consortium	consortium	NOUN
cana-3179	114	13	based	base	VERB
cana-3179	114	14	on	on	ADP
cana-3179	114	15	the	the	DET
cana-3179	114	16	specific	specific	ADJ
cana-3179	114	17	needs	need	NOUN
cana-3179	114	18	of	of	ADP
cana-3179	114	19	the	the	DET
cana-3179	114	20	application	application	NOUN
cana-3179	114	21	.	.	PUNCT
cana-3179	115	1	in	in	ADP
cana-3179	115	2	a	a	DET
cana-3179	115	3	public	public	ADJ
cana-3179	115	4	blockchain	blockchain	NOUN
cana-3179	115	5	,	,	PUNCT
cana-3179	115	6	anyone	anyone	PRON
cana-3179	115	7	can	can	AUX
cana-3179	115	8	participate	participate	VERB
cana-3179	115	9	and	and	CCONJ
cana-3179	115	10	view	view	VERB
cana-3179	115	11	transactions	transaction	NOUN
cana-3179	115	12	,	,	PUNCT
cana-3179	115	13	whereas	whereas	SCONJ
cana-3179	115	14	a	a	DET
cana-3179	115	15	private	private	ADJ
cana-3179	115	16	blockchain	blockchain	NOUN
cana-3179	115	17	restricts	restrict	VERB
cana-3179	115	18	participation	participation	NOUN
cana-3179	115	19	to	to	ADP
cana-3179	115	20	selected	select	VERB
cana-3179	115	21	entities	entity	NOUN
cana-3179	115	22	.	.	PUNCT
cana-3179	116	1	a	a	DET
cana-3179	116	2	consortium	consortium	NOUN
cana-3179	116	3	blockchain	blockchain	NOUN
cana-3179	116	4	is	be	AUX
cana-3179	116	5	a	a	DET
cana-3179	116	6	semi	semi	ADJ
cana-3179	116	7	-	-	ADJ
cana-3179	116	8	private	private	ADJ
cana-3179	116	9	configuration	configuration	NOUN
cana-3179	116	10	where	where	SCONJ
cana-3179	116	11	multiple	multiple	ADJ
cana-3179	116	12	organizations	organization	NOUN
cana-3179	116	13	manage	manage	VERB
cana-3179	116	14	the	the	DET
cana-3179	116	15	network	network	NOUN
cana-3179	116	16	.	.	PUNCT
cana-3179	117	1	•	•	NUM
cana-3179	117	2	let	let	VERB
cana-3179	117	3	b	b	NOUN
cana-3179	117	4	represent	represent	VERB
cana-3179	117	5	the	the	DET
cana-3179	117	6	blockchain	blockchain	NOUN
cana-3179	117	7	,	,	PUNCT
cana-3179	117	8	consisting	consist	VERB
cana-3179	117	9	of	of	ADP
cana-3179	117	10	a	a	DET
cana-3179	117	11	sequence	sequence	NOUN
cana-3179	117	12	of	of	ADP
cana-3179	117	13	blocks	block	NOUN
cana-3179	117	14			PROPN
cana-3179	117	15	1	1	NOUN
cana-3179	117	16	2	2	NUM
cana-3179	117	17	,	,	PUNCT
cana-3179	117	18	,	,	PUNCT
cana-3179	117	19	...	...	PUNCT
cana-3179	117	20	,	,	PUNCT
cana-3179	117	21	nb	nb	PROPN
cana-3179	117	22	b	b	PROPN
cana-3179	117	23	b	b	PROPN
cana-3179	117	24	b=	b=	NOUN
cana-3179	117	25	,	,	PUNCT
cana-3179	117	26	where	where	SCONJ
cana-3179	117	27	each	each	DET
cana-3179	117	28	block	block	NOUN
cana-3179	117	29	ib	ib	PROPN
cana-3179	117	30	contains	contain	VERB
cana-3179	117	31	a	a	DET
cana-3179	117	32	set	set	NOUN
cana-3179	117	33	of	of	ADP
cana-3179	117	34	transactions	transaction	NOUN
cana-3179	117	35			PROPN
cana-3179	117	36	1	1	NOUN
cana-3179	117	37	2	2	NUM
cana-3179	117	38	,	,	PUNCT
cana-3179	117	39	,	,	PUNCT
cana-3179	117	40	...	...	PUNCT
cana-3179	117	41	,	,	PUNCT
cana-3179	117	42	mt	mt	PROPN
cana-3179	117	43	t	t	PROPN
cana-3179	117	44	t	t	PROPN
cana-3179	117	45	t=	t=	PROPN
cana-3179	117	46	.	.	PUNCT
cana-3179	118	1	the	the	DET
cana-3179	118	2	integrity	integrity	NOUN
cana-3179	118	3	of	of	ADP
cana-3179	118	4	the	the	DET
cana-3179	118	5	chain	chain	NOUN
cana-3179	118	6	is	be	AUX
cana-3179	118	7	maintained	maintain	VERB
cana-3179	118	8	through	through	ADP
cana-3179	118	9	cryptographic	cryptographic	ADJ
cana-3179	118	10	hashes	hash	NOUN
cana-3179	118	11	,	,	PUNCT
cana-3179	118	12	where	where	SCONJ
cana-3179	118	13	each	each	DET
cana-3179	118	14	block	block	NOUN
cana-3179	118	15	ib	ib	NOUN
cana-3179	118	16	includes	include	VERB
cana-3179	118	17	the	the	DET
cana-3179	118	18	hash	hash	NOUN
cana-3179	118	19	of	of	ADP
cana-3179	118	20	the	the	DET
cana-3179	118	21	previous	previous	ADJ
cana-3179	118	22	block	block	NOUN
cana-3179	118	23	1ib−	1ib−	ADV
cana-3179	118	24	,	,	PUNCT
cana-3179	118	25	forming	form	VERB
cana-3179	118	26	a	a	DET
cana-3179	118	27	chain	chain	NOUN
cana-3179	118	28	.	.	PUNCT
cana-3179	119	1	this	this	PRON
cana-3179	119	2	can	can	AUX
cana-3179	119	3	be	be	AUX
cana-3179	119	4	represented	represent	VERB
cana-3179	119	5	as	as	ADP
cana-3179	119	6	(	(	PUNCT
cana-3179	119	7	)	)	PUNCT
cana-3179	119	8	(	(	PUNCT
cana-3179	119	9	)	)	PUNCT
cana-3179	119	10	(	(	PUNCT
cana-3179	119	11	)	)	PUNCT
cana-3179	119	12	1	1	NUM
cana-3179	119	13	,	,	PUNCT
cana-3179	119	14	i	i	PRON
cana-3179	119	15	ih	ih	VERB
cana-3179	119	16	b	b	NUM
cana-3179	119	17	hash	hash	NOUN
cana-3179	119	18	h	h	PROPN
cana-3179	119	19	b	b	PROPN
cana-3179	119	20	t−=	t−=	PROPN
cana-3179	119	21	.	.	PUNCT
cana-3179	120	1	2	2	X
cana-3179	120	2	.	.	X
cana-3179	120	3	smart	smart	ADJ
cana-3179	120	4	contracts	contract	NOUN
cana-3179	120	5	smart	smart	ADJ
cana-3179	120	6	contracts	contract	NOUN
cana-3179	120	7	automate	automate	VERB
cana-3179	120	8	the	the	DET
cana-3179	120	9	execution	execution	NOUN
cana-3179	120	10	of	of	ADP
cana-3179	120	11	agreements	agreement	NOUN
cana-3179	120	12	and	and	CCONJ
cana-3179	120	13	ensure	ensure	VERB
cana-3179	120	14	compliance	compliance	NOUN
cana-3179	120	15	with	with	ADP
cana-3179	120	16	predefined	predefine	VERB
cana-3179	120	17	rules	rule	NOUN
cana-3179	120	18	without	without	ADP
cana-3179	120	19	requiring	require	VERB
cana-3179	120	20	intermediaries	intermediary	NOUN
cana-3179	120	21	.	.	PUNCT
cana-3179	121	1	they	they	PRON
cana-3179	121	2	are	be	AUX
cana-3179	121	3	deployed	deploy	VERB
cana-3179	121	4	on	on	ADP
cana-3179	121	5	the	the	DET
cana-3179	121	6	blockchain	blockchain	NOUN
cana-3179	121	7	and	and	CCONJ
cana-3179	121	8	automatically	automatically	ADV
cana-3179	121	9	execute	execute	VERB
cana-3179	121	10	actions	action	NOUN
cana-3179	121	11	when	when	SCONJ
cana-3179	121	12	predefined	predefine	VERB
cana-3179	121	13	conditions	condition	NOUN
cana-3179	121	14	are	be	AUX
cana-3179	121	15	met	meet	VERB
cana-3179	121	16	.	.	PUNCT
cana-3179	122	1	•	•	NUM
cana-3179	122	2	a	a	DET
cana-3179	122	3	smart	smart	ADJ
cana-3179	122	4	contract	contract	NOUN
cana-3179	122	5	s	s	PART
cana-3179	122	6	can	can	AUX
cana-3179	122	7	be	be	AUX
cana-3179	122	8	represented	represent	VERB
cana-3179	122	9	as	as	ADP
cana-3179	122	10	a	a	DET
cana-3179	122	11	function	function	NOUN
cana-3179	122	12	:	:	PUNCT
cana-3179	122	13	s	s	NOUN
cana-3179	122	14	x	x	X
cana-3179	122	15	y→	y→	NOUN
cana-3179	122	16	,	,	PUNCT
cana-3179	122	17	where	where	SCONJ
cana-3179	122	18	x	x	PRON
cana-3179	122	19	is	be	AUX
cana-3179	122	20	a	a	DET
cana-3179	122	21	set	set	NOUN
cana-3179	122	22	of	of	ADP
cana-3179	122	23	input	input	NOUN
cana-3179	122	24	conditions	condition	NOUN
cana-3179	122	25	and	and	CCONJ
cana-3179	122	26	y	y	PROPN
cana-3179	122	27	is	be	AUX
cana-3179	122	28	a	a	DET
cana-3179	122	29	set	set	NOUN
cana-3179	122	30	of	of	ADP
cana-3179	122	31	actions	action	NOUN
cana-3179	122	32	to	to	PART
cana-3179	122	33	be	be	AUX
cana-3179	122	34	executed	execute	VERB
cana-3179	122	35	.	.	PUNCT
cana-3179	123	1	if	if	SCONJ
cana-3179	123	2	x	x	PRON
cana-3179	123	3	x	x	PROPN
cana-3179	123	4	satisfies	satisfy	VERB
cana-3179	123	5	the	the	DET
cana-3179	123	6	condition	condition	NOUN
cana-3179	123	7	specified	specify	VERB
cana-3179	123	8	in	in	ADP
cana-3179	123	9	s	s	PRON
cana-3179	123	10	,	,	PUNCT
cana-3179	123	11	then	then	ADV
cana-3179	123	12	(	(	PUNCT
cana-3179	123	13	)	)	PUNCT
cana-3179	123	14	s	s	X
cana-3179	123	15	x	x	VERB
cana-3179	123	16	is	be	AUX
cana-3179	123	17	executed	execute	VERB
cana-3179	123	18	,	,	PUNCT
cana-3179	123	19	resulting	result	VERB
cana-3179	123	20	in	in	ADP
cana-3179	123	21	a	a	DET
cana-3179	123	22	corresponding	corresponding	ADJ
cana-3179	123	23	action	action	NOUN
cana-3179	123	24	y	y	PROPN
cana-3179	123	25	y	y	PROPN
cana-3179	123	26	.	.	PUNCT
cana-3179	124	1	3	3	X
cana-3179	124	2	.	.	X
cana-3179	124	3	data	datum	NOUN
cana-3179	124	4	storage	storage	NOUN
cana-3179	124	5	layer	layer	NOUN
cana-3179	124	6	this	this	DET
cana-3179	124	7	layer	layer	NOUN
cana-3179	124	8	addresses	address	VERB
cana-3179	124	9	the	the	DET
cana-3179	124	10	scalability	scalability	NOUN
cana-3179	124	11	concerns	concern	NOUN
cana-3179	124	12	associated	associate	VERB
cana-3179	124	13	with	with	ADP
cana-3179	124	14	storing	store	VERB
cana-3179	124	15	large	large	ADJ
cana-3179	124	16	volumes	volume	NOUN
cana-3179	124	17	of	of	ADP
cana-3179	124	18	data	datum	NOUN
cana-3179	124	19	directly	directly	ADV
cana-3179	124	20	on	on	ADP
cana-3179	124	21	the	the	DET
cana-3179	124	22	blockchain	blockchain	NOUN
cana-3179	124	23	.	.	PUNCT
cana-3179	125	1	it	it	PRON
cana-3179	125	2	involves	involve	VERB
cana-3179	125	3	integrating	integrate	VERB
cana-3179	125	4	decentralized	decentralize	VERB
cana-3179	125	5	storage	storage	NOUN
cana-3179	125	6	solutions	solution	NOUN
cana-3179	125	7	for	for	ADP
cana-3179	125	8	off	off	ADP
cana-3179	125	9	-	-	PUNCT
cana-3179	125	10	chain	chain	NOUN
cana-3179	125	11	data	datum	NOUN
cana-3179	125	12	storage	storage	NOUN
cana-3179	125	13	while	while	SCONJ
cana-3179	125	14	maintaining	maintain	VERB
cana-3179	125	15	references	reference	NOUN
cana-3179	125	16	to	to	ADP
cana-3179	125	17	this	this	DET
cana-3179	125	18	data	datum	NOUN
cana-3179	125	19	on	on	ADP
cana-3179	125	20	-	-	PUNCT
cana-3179	125	21	chain	chain	NOUN
cana-3179	125	22	for	for	ADP
cana-3179	125	23	verification	verification	NOUN
cana-3179	125	24	and	and	CCONJ
cana-3179	125	25	integrity	integrity	NOUN
cana-3179	125	26	checks	check	NOUN
cana-3179	125	27	.	.	PUNCT
cana-3179	126	1	•	•	INTJ
cana-3179	126	2	let	let	VERB
cana-3179	126	3	d	d	PART
cana-3179	126	4	represent	represent	VERB
cana-3179	126	5	the	the	DET
cana-3179	126	6	data	data	NOUN
cana-3179	126	7	storage	storage	NOUN
cana-3179	126	8	layer	layer	NOUN
cana-3179	126	9	,	,	PUNCT
cana-3179	126	10	where	where	SCONJ
cana-3179	126	11			PROPN
cana-3179	126	12	1	1	NOUN
cana-3179	126	13	2	2	NUM
cana-3179	126	14	,	,	PUNCT
cana-3179	126	15	,	,	PUNCT
cana-3179	126	16	...	...	PUNCT
cana-3179	126	17	,	,	PUNCT
cana-3179	126	18	kd	kd	PROPN
cana-3179	126	19	d	d	PROPN
cana-3179	126	20	d	d	PROPN
cana-3179	126	21	d=	d=	NOUN
cana-3179	127	1	and	and	CCONJ
cana-3179	127	2	each	each	PRON
cana-3179	127	3	i	i	NOUN
cana-3179	127	4	d	d	PROPN
cana-3179	127	5	represents	represent	VERB
cana-3179	127	6	a	a	DET
cana-3179	127	7	data	data	NOUN
cana-3179	127	8	unit	unit	NOUN
cana-3179	127	9	stored	store	VERB
cana-3179	127	10	off	off	ADP
cana-3179	127	11	-	-	PUNCT
cana-3179	127	12	chain	chain	NOUN
cana-3179	127	13	.	.	PUNCT
cana-3179	128	1	the	the	DET
cana-3179	128	2	blockchain	blockchain	PROPN
cana-3179	128	3	stores	store	VERB
cana-3179	128	4	a	a	DET
cana-3179	128	5	reference	reference	NOUN
cana-3179	128	6	(	(	PUNCT
cana-3179	128	7	)	)	PUNCT
cana-3179	128	8	(	(	PUNCT
cana-3179	128	9	)	)	PUNCT
cana-3179	128	10	i	i	PRON
cana-3179	128	11	ir	ir	VERB
cana-3179	128	12	d	d	X
cana-3179	128	13	hash	hash	NOUN
cana-3179	128	14	d=	d=	NOUN
cana-3179	128	15	,	,	PUNCT
cana-3179	128	16	ensuring	ensure	VERB
cana-3179	128	17	data	datum	NOUN
cana-3179	128	18	integrity	integrity	NOUN
cana-3179	128	19	without	without	ADP
cana-3179	128	20	storing	store	VERB
cana-3179	128	21	the	the	DET
cana-3179	128	22	actual	actual	ADJ
cana-3179	128	23	data	datum	NOUN
cana-3179	128	24	i	i	NOUN
cana-3179	128	25	d	d	PROPN
cana-3179	128	26	on	on	ADP
cana-3179	128	27	the	the	DET
cana-3179	128	28	blockchain	blockchain	NOUN
cana-3179	128	29	.	.	PUNCT
cana-3179	129	1	4	4	X
cana-3179	129	2	.	.	X
cana-3179	129	3	consensus	consensus	NOUN
cana-3179	129	4	mechanism	mechanism	NOUN
cana-3179	129	5	the	the	DET
cana-3179	129	6	consensus	consensus	NOUN
cana-3179	129	7	mechanism	mechanism	NOUN
cana-3179	129	8	is	be	AUX
cana-3179	129	9	a	a	DET
cana-3179	129	10	protocol	protocol	NOUN
cana-3179	129	11	that	that	PRON
cana-3179	129	12	ensures	ensure	VERB
cana-3179	129	13	all	all	DET
cana-3179	129	14	participants	participant	NOUN
cana-3179	129	15	in	in	ADP
cana-3179	129	16	the	the	DET
cana-3179	129	17	network	network	NOUN
cana-3179	129	18	agree	agree	VERB
cana-3179	129	19	on	on	ADP
cana-3179	129	20	the	the	DET
cana-3179	129	21	validity	validity	NOUN
cana-3179	129	22	of	of	ADP
cana-3179	129	23	transactions	transaction	NOUN
cana-3179	129	24	.	.	PUNCT
cana-3179	130	1	it	it	PRON
cana-3179	130	2	is	be	AUX
cana-3179	130	3	critical	critical	ADJ
cana-3179	130	4	for	for	ADP
cana-3179	130	5	maintaining	maintain	VERB
cana-3179	130	6	the	the	DET
cana-3179	130	7	trust	trust	NOUN
cana-3179	130	8	and	and	CCONJ
cana-3179	130	9	integrity	integrity	NOUN
cana-3179	130	10	of	of	ADP
cana-3179	130	11	the	the	DET
cana-3179	130	12	blockchain	blockchain	PROPN
cana-3179	130	13	.	.	PUNCT
cana-3179	131	1	•	•	INTJ
cana-3179	131	2	let	let	VERB
cana-3179	131	3	c	c	NOUN
cana-3179	131	4	be	be	AUX
cana-3179	131	5	the	the	DET
cana-3179	131	6	consensus	consensus	NOUN
cana-3179	131	7	mechanism	mechanism	NOUN
cana-3179	131	8	,	,	PUNCT
cana-3179	131	9	and	and	CCONJ
cana-3179	131	10			PROPN
cana-3179	131	11	1	1	PROPN
cana-3179	131	12	2	2	NUM
cana-3179	131	13	,	,	PUNCT
cana-3179	131	14	,	,	PUNCT
cana-3179	131	15	...	...	PUNCT
cana-3179	131	16	,	,	PUNCT
cana-3179	132	1	np	np	INTJ
cana-3179	133	1	p	p	X
cana-3179	133	2	p	p	X
cana-3179	133	3	p=	p=	PROPN
cana-3179	133	4	be	be	AUX
cana-3179	133	5	the	the	DET
cana-3179	133	6	set	set	NOUN
cana-3179	133	7	of	of	ADP
cana-3179	133	8	participants	participant	NOUN
cana-3179	133	9	(	(	PUNCT
cana-3179	133	10	or	or	CCONJ
cana-3179	133	11	nodes	node	NOUN
cana-3179	133	12	)	)	PUNCT
cana-3179	133	13	in	in	ADP
cana-3179	133	14	the	the	DET
cana-3179	133	15	network	network	NOUN
cana-3179	133	16	.	.	PUNCT
cana-3179	134	1	c	c	NOUN
cana-3179	134	2	can	can	AUX
cana-3179	134	3	be	be	AUX
cana-3179	134	4	defined	define	VERB
cana-3179	134	5	as	as	ADP
cana-3179	134	6	a	a	DET
cana-3179	134	7	function	function	NOUN
cana-3179	134	8			PROPN
cana-3179	134	9			PROPN
cana-3179	134	10	:	:	PUNCT
cana-3179	134	11	,	,	PUNCT
cana-3179	134	12	c	c	PROPN
cana-3179	134	13	t	t	PROPN
cana-3179	134	14	p	p	X
cana-3179	134	15	true	true	ADJ
cana-3179	134	16	false	false	PUNCT
cana-3179	135	1	→	→	SYM
cana-3179	135	2	,	,	PUNCT
cana-3179	135	3	where	where	SCONJ
cana-3179	135	4	t	t	PROPN
cana-3179	135	5	is	be	AUX
cana-3179	135	6	a	a	DET
cana-3179	135	7	set	set	NOUN
cana-3179	135	8	of	of	ADP
cana-3179	135	9	transactions	transaction	NOUN
cana-3179	135	10	.	.	PUNCT
cana-3179	136	1	(	(	PUNCT
cana-3179	136	2	)	)	PUNCT
cana-3179	136	3	,	,	PUNCT
cana-3179	136	4	c	c	PROPN
cana-3179	136	5	t	t	PROPN
cana-3179	136	6	p	p	X
cana-3179	136	7	true=	true=	NUM
cana-3179	136	8	indicates	indicate	VERB
cana-3179	136	9	that	that	SCONJ
cana-3179	136	10	transaction	transaction	NOUN
cana-3179	136	11	t	t	PROPN
cana-3179	136	12	is	be	AUX
cana-3179	136	13	valid	valid	ADJ
cana-3179	136	14	and	and	CCONJ
cana-3179	136	15	agreed	agree	VERB
cana-3179	136	16	upon	upon	SCONJ
cana-3179	136	17	by	by	ADP
cana-3179	136	18	the	the	DET
cana-3179	136	19	majority	majority	NOUN
cana-3179	136	20	of	of	ADP
cana-3179	136	21	participants	participant	NOUN
cana-3179	136	22	p	p	X
cana-3179	136	23	.	.	PUNCT
cana-3179	137	1	5	5	X
cana-3179	137	2	.	.	X
cana-3179	137	3	access	access	NOUN
cana-3179	137	4	control	control	NOUN
cana-3179	137	5	layer	layer	NOUN
cana-3179	137	6	this	this	DET
cana-3179	137	7	layer	layer	NOUN
cana-3179	137	8	manages	manage	VERB
cana-3179	137	9	permissions	permission	NOUN
cana-3179	137	10	within	within	ADP
cana-3179	137	11	the	the	DET
cana-3179	137	12	blockchain	blockchain	PROPN
cana-3179	137	13	network	network	NOUN
cana-3179	137	14	,	,	PUNCT
cana-3179	137	15	ensuring	ensure	VERB
cana-3179	137	16	that	that	SCONJ
cana-3179	137	17	only	only	ADV
cana-3179	137	18	authorized	authorize	VERB
cana-3179	137	19	users	user	NOUN
cana-3179	137	20	can	can	AUX
cana-3179	137	21	access	access	VERB
cana-3179	137	22	or	or	CCONJ
cana-3179	137	23	perform	perform	VERB
cana-3179	137	24	certain	certain	ADJ
cana-3179	137	25	operations	operation	NOUN
cana-3179	137	26	.	.	PUNCT
cana-3179	138	1	it	it	PRON
cana-3179	138	2	leverages	leverage	VERB
cana-3179	138	3	cryptographic	cryptographic	ADJ
cana-3179	138	4	techniques	technique	NOUN
cana-3179	138	5	to	to	PART
cana-3179	138	6	authenticate	authenticate	VERB
cana-3179	138	7	users	user	NOUN
cana-3179	138	8	and	and	CCONJ
cana-3179	138	9	manage	manage	VERB
cana-3179	138	10	access	access	NOUN
cana-3179	138	11	rights	right	NOUN
cana-3179	138	12	.	.	PUNCT
cana-3179	139	1	•	•	NOUN
cana-3179	139	2	define	define	VERB
cana-3179	139	3	an	an	DET
cana-3179	139	4	access	access	NOUN
cana-3179	139	5	control	control	NOUN
cana-3179	139	6	policy	policy	NOUN
cana-3179	139	7	a	a	PRON
cana-3179	139	8	as	as	ADP
cana-3179	139	9	a	a	DET
cana-3179	139	10	function	function	NOUN
cana-3179	139	11			PROPN
cana-3179	139	12			PROPN
cana-3179	139	13	:	:	PUNCT
cana-3179	139	14	,	,	PUNCT
cana-3179	139	15	a	a	DET
cana-3179	139	16	u	u	NOUN
cana-3179	139	17	o	o	PROPN
cana-3179	139	18	permit	permit	NOUN
cana-3179	139	19	deny	deny	PROPN
cana-3179	139	20	→	→	NOUN
cana-3179	139	21	,	,	PUNCT
cana-3179	139	22	where	where	SCONJ
cana-3179	139	23	u	u	NOUN
cana-3179	139	24	is	be	AUX
cana-3179	139	25	a	a	DET
cana-3179	139	26	set	set	NOUN
cana-3179	139	27	of	of	ADP
cana-3179	139	28	users	user	NOUN
cana-3179	139	29	,	,	PUNCT
cana-3179	139	30	and	and	CCONJ
cana-3179	139	31	o	o	NOUN
cana-3179	139	32	is	be	AUX
cana-3179	139	33	a	a	DET
cana-3179	139	34	set	set	NOUN
cana-3179	139	35	of	of	ADP
cana-3179	139	36	operations	operation	NOUN
cana-3179	139	37	.	.	PUNCT
cana-3179	140	1	for	for	ADP
cana-3179	140	2	a	a	DET
cana-3179	140	3	user	user	NOUN
cana-3179	140	4	u	u	NOUN
cana-3179	140	5	u	u	PROPN
cana-3179	140	6	and	and	CCONJ
cana-3179	140	7	an	an	DET
cana-3179	140	8	operation	operation	NOUN
cana-3179	140	9	(	(	PUNCT
cana-3179	140	10	)	)	PUNCT
cana-3179	140	11	,	,	PUNCT
cana-3179	140	12	,	,	PUNCT
cana-3179	140	13	o	o	INTJ
cana-3179	140	14	o	o	X
cana-3179	140	15	a	a	DET
cana-3179	140	16	u	u	NOUN
cana-3179	140	17	o	o	NOUN
cana-3179	140	18	permit	permit	NOUN
cana-3179	140	19	=	=	PUNCT
cana-3179	140	20	allows	allow	VERB
cana-3179	140	21	u	u	PRON
cana-3179	140	22	to	to	PART
cana-3179	140	23	perform	perform	VERB
cana-3179	140	24	o	o	NOUN
cana-3179	140	25	,	,	PUNCT
cana-3179	140	26	whereas	whereas	SCONJ
cana-3179	140	27	(	(	PUNCT
cana-3179	140	28	)	)	PUNCT
cana-3179	140	29	,	,	PUNCT
cana-3179	140	30	a	a	DET
cana-3179	140	31	u	u	NOUN
cana-3179	140	32	o	o	X
cana-3179	140	33	deny=	deny=	NUM
cana-3179	140	34	prohibits	prohibit	VERB
cana-3179	140	35	u	u	NOUN
cana-3179	140	36	from	from	ADP
cana-3179	140	37	performing	perform	VERB
cana-3179	140	38	o	o	NOUN
cana-3179	140	39	.	.	PUNCT
cana-3179	141	1	communications	communication	NOUN
cana-3179	141	2	on	on	ADP
cana-3179	141	3	applied	apply	VERB
cana-3179	141	4	nonlinear	nonlinear	ADJ
cana-3179	141	5	analysis	analysis	NOUN
cana-3179	141	6	issn	issn	NOUN
cana-3179	141	7	:	:	PUNCT
cana-3179	141	8	1074	1074	NUM
cana-3179	141	9	-	-	PUNCT
cana-3179	141	10	133x	133x	NUM
cana-3179	141	11	vol	vol	NOUN
cana-3179	141	12	32	32	NUM
cana-3179	141	13	no	no	NOUN
cana-3179	141	14	.	.	PUNCT
cana-3179	142	1	5s	5s	NUM
cana-3179	142	2	(	(	PUNCT
cana-3179	142	3	2025	2025	NUM
cana-3179	142	4	)	)	PUNCT
cana-3179	142	5	545	545	NUM
cana-3179	142	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3179	142	7	6	6	NUM
cana-3179	142	8	.	.	PUNCT
cana-3179	142	9	interface	interface	NOUN
cana-3179	142	10	layer	layer	NOUN
cana-3179	142	11	the	the	DET
cana-3179	142	12	interface	interface	NOUN
cana-3179	142	13	layer	layer	NOUN
cana-3179	142	14	includes	include	VERB
cana-3179	142	15	user	user	NOUN
cana-3179	142	16	interfaces	interface	NOUN
cana-3179	142	17	(	(	PUNCT
cana-3179	142	18	uis	uis	PROPN
cana-3179	142	19	)	)	PUNCT
cana-3179	142	20	and	and	CCONJ
cana-3179	142	21	application	application	NOUN
cana-3179	142	22	programming	programming	NOUN
cana-3179	142	23	interfaces	interface	NOUN
cana-3179	142	24	(	(	PUNCT
cana-3179	142	25	apis	apis	PROPN
cana-3179	142	26	)	)	PUNCT
cana-3179	142	27	that	that	PRON
cana-3179	142	28	enable	enable	VERB
cana-3179	142	29	interaction	interaction	NOUN
cana-3179	142	30	between	between	ADP
cana-3179	142	31	end	end	NOUN
cana-3179	142	32	-	-	PUNCT
cana-3179	142	33	users	user	NOUN
cana-3179	142	34	and	and	CCONJ
cana-3179	142	35	the	the	DET
cana-3179	142	36	blockchain	blockchain	PROPN
cana-3179	142	37	.	.	PUNCT
cana-3179	143	1	this	this	DET
cana-3179	143	2	layer	layer	NOUN
cana-3179	143	3	is	be	AUX
cana-3179	143	4	crucial	crucial	ADJ
cana-3179	143	5	for	for	ADP
cana-3179	143	6	user	user	NOUN
cana-3179	143	7	adoption	adoption	NOUN
cana-3179	143	8	and	and	CCONJ
cana-3179	143	9	ease	ease	NOUN
cana-3179	143	10	of	of	ADP
cana-3179	143	11	use	use	NOUN
cana-3179	143	12	.	.	PUNCT
cana-3179	144	1	•	•	NOUN
cana-3179	144	2	this	this	DET
cana-3179	144	3	component	component	NOUN
cana-3179	144	4	is	be	AUX
cana-3179	144	5	less	less	ADJ
cana-3179	144	6	about	about	ADP
cana-3179	144	7	mathematical	mathematical	ADJ
cana-3179	144	8	modeling	modeling	NOUN
cana-3179	144	9	and	and	CCONJ
cana-3179	144	10	more	more	ADV
cana-3179	144	11	focused	focused	ADJ
cana-3179	144	12	on	on	ADP
cana-3179	144	13	design	design	NOUN
cana-3179	144	14	and	and	CCONJ
cana-3179	144	15	usability	usability	NOUN
cana-3179	144	16	principles	principle	NOUN
cana-3179	144	17	.	.	PUNCT
cana-3179	145	1	however	however	ADV
cana-3179	145	2	,	,	PUNCT
cana-3179	145	3	the	the	DET
cana-3179	145	4	effectiveness	effectiveness	NOUN
cana-3179	145	5	of	of	ADP
cana-3179	145	6	the	the	DET
cana-3179	145	7	interface	interface	NOUN
cana-3179	145	8	layer	layer	NOUN
cana-3179	145	9	can	can	AUX
cana-3179	145	10	be	be	AUX
cana-3179	145	11	indirectly	indirectly	ADV
cana-3179	145	12	measured	measure	VERB
cana-3179	145	13	through	through	ADP
cana-3179	145	14	user	user	NOUN
cana-3179	145	15	engagement	engagement	NOUN
cana-3179	145	16	metrics	metric	NOUN
cana-3179	145	17	and	and	CCONJ
cana-3179	145	18	api	api	NOUN
cana-3179	145	19	usage	usage	NOUN
cana-3179	145	20	statistics	statistic	NOUN
cana-3179	145	21	,	,	PUNCT
cana-3179	145	22	reflecting	reflect	VERB
cana-3179	145	23	the	the	DET
cana-3179	145	24	system	system	NOUN
cana-3179	145	25	's	's	PART
cana-3179	145	26	accessibility	accessibility	NOUN
cana-3179	145	27	and	and	CCONJ
cana-3179	145	28	functionality	functionality	NOUN
cana-3179	145	29	.	.	PUNCT
cana-3179	146	1	these	these	DET
cana-3179	146	2	core	core	ADJ
cana-3179	146	3	components	component	NOUN
cana-3179	146	4	work	work	VERB
cana-3179	146	5	together	together	ADV
cana-3179	146	6	to	to	PART
cana-3179	146	7	create	create	VERB
cana-3179	146	8	a	a	DET
cana-3179	146	9	blockchain	blockchain	NOUN
cana-3179	146	10	-	-	PUNCT
cana-3179	146	11	based	base	VERB
cana-3179	146	12	framework	framework	NOUN
cana-3179	146	13	that	that	PRON
cana-3179	146	14	is	be	AUX
cana-3179	146	15	secure	secure	ADJ
cana-3179	146	16	,	,	PUNCT
cana-3179	146	17	transparent	transparent	ADJ
cana-3179	146	18	,	,	PUNCT
cana-3179	146	19	and	and	CCONJ
cana-3179	146	20	efficient	efficient	ADJ
cana-3179	146	21	.	.	PUNCT
cana-3179	147	1	by	by	ADP
cana-3179	147	2	leveraging	leverage	VERB
cana-3179	147	3	these	these	DET
cana-3179	147	4	technologies	technology	NOUN
cana-3179	147	5	,	,	PUNCT
cana-3179	147	6	the	the	DET
cana-3179	147	7	framework	framework	NOUN
cana-3179	147	8	addresses	address	VERB
cana-3179	147	9	critical	critical	ADJ
cana-3179	147	10	challenges	challenge	NOUN
cana-3179	147	11	in	in	ADP
cana-3179	147	12	data	datum	NOUN
cana-3179	147	13	management	management	NOUN
cana-3179	147	14	,	,	PUNCT
cana-3179	147	15	offering	offer	VERB
cana-3179	147	16	a	a	DET
cana-3179	147	17	robust	robust	ADJ
cana-3179	147	18	solution	solution	NOUN
cana-3179	147	19	for	for	ADP
cana-3179	147	20	various	various	ADJ
cana-3179	147	21	applications	application	NOUN
cana-3179	147	22	,	,	PUNCT
cana-3179	147	23	including	include	VERB
cana-3179	147	24	but	but	CCONJ
cana-3179	147	25	not	not	PART
cana-3179	147	26	limited	limit	VERB
cana-3179	147	27	to	to	ADP
cana-3179	147	28	the	the	DET
cana-3179	147	29	hypothetical	hypothetical	ADJ
cana-3179	147	30	example	example	NOUN
cana-3179	147	31	of	of	ADP
cana-3179	147	32	organ	organ	NOUN
cana-3179	147	33	donation	donation	NOUN
cana-3179	147	34	and	and	CCONJ
cana-3179	147	35	transplantation	transplantation	NOUN
cana-3179	147	36	management	management	NOUN
cana-3179	147	37	.	.	PUNCT
cana-3179	148	1	the	the	DET
cana-3179	148	2	processes	process	NOUN
cana-3179	148	3	integral	integral	ADJ
cana-3179	148	4	to	to	ADP
cana-3179	148	5	the	the	DET
cana-3179	148	6	blockchain	blockchain	PROPN
cana-3179	148	7	-	-	PUNCT
cana-3179	148	8	based	base	VERB
cana-3179	148	9	computing	computing	NOUN
cana-3179	148	10	framework	framework	NOUN
cana-3179	148	11	for	for	ADP
cana-3179	148	12	data	data	NOUN
cana-3179	148	13	auditing	auditing	NOUN
cana-3179	148	14	management	management	NOUN
cana-3179	148	15	involve	involve	VERB
cana-3179	148	16	a	a	DET
cana-3179	148	17	series	series	NOUN
cana-3179	148	18	of	of	ADP
cana-3179	148	19	steps	step	NOUN
cana-3179	148	20	to	to	PART
cana-3179	148	21	ensure	ensure	VERB
cana-3179	148	22	data	datum	NOUN
cana-3179	148	23	integrity	integrity	NOUN
cana-3179	148	24	,	,	PUNCT
cana-3179	148	25	security	security	NOUN
cana-3179	148	26	,	,	PUNCT
cana-3179	148	27	and	and	CCONJ
cana-3179	148	28	transparency	transparency	NOUN
cana-3179	148	29	.	.	PUNCT
cana-3179	149	1	each	each	DET
cana-3179	149	2	process	process	NOUN
cana-3179	149	3	plays	play	VERB
cana-3179	149	4	a	a	DET
cana-3179	149	5	crucial	crucial	ADJ
cana-3179	149	6	role	role	NOUN
cana-3179	149	7	in	in	ADP
cana-3179	149	8	the	the	DET
cana-3179	149	9	framework	framework	NOUN
cana-3179	149	10	's	's	PART
cana-3179	149	11	operation	operation	NOUN
cana-3179	149	12	,	,	PUNCT
cana-3179	149	13	described	describe	VERB
cana-3179	149	14	below	below	ADP
cana-3179	149	15	with	with	ADP
cana-3179	149	16	a	a	DET
cana-3179	149	17	more	more	ADV
cana-3179	149	18	detailed	detailed	ADJ
cana-3179	149	19	explanation	explanation	NOUN
cana-3179	149	20	and	and	CCONJ
cana-3179	149	21	mathematical	mathematical	ADJ
cana-3179	149	22	representation	representation	NOUN
cana-3179	149	23	where	where	SCONJ
cana-3179	149	24	applicable	applicable	ADJ
cana-3179	149	25	:	:	PUNCT
cana-3179	149	26	1	1	X
cana-3179	149	27	.	.	X
cana-3179	149	28	for	for	ADP
cana-3179	149	29	each	each	DET
cana-3179	149	30	verified	verify	VERB
cana-3179	149	31	transaction	transaction	NOUN
cana-3179	149	32	it	it	PRON
cana-3179	149	33	:	:	PUNCT
cana-3179	149	34	a	a	X
cana-3179	149	35	)	)	PUNCT
cana-3179	149	36	participants	participant	NOUN
cana-3179	149	37	p	p	NOUN
cana-3179	149	38	in	in	ADP
cana-3179	149	39	the	the	DET
cana-3179	149	40	network	network	NOUN
cana-3179	149	41	validate	validate	VERB
cana-3179	149	42	it	it	PRON
cana-3179	149	43	using	use	VERB
cana-3179	149	44	the	the	DET
cana-3179	149	45	consensus	consensus	NOUN
cana-3179	149	46	mechanism	mechanism	NOUN
cana-3179	149	47	c	c	NOUN
cana-3179	149	48	.	.	PUNCT
cana-3179	150	1	b	b	X
cana-3179	150	2	)	)	PUNCT
cana-3179	150	3	if	if	SCONJ
cana-3179	150	4	(	(	PUNCT
cana-3179	150	5	)	)	PUNCT
cana-3179	150	6	,	,	PUNCT
cana-3179	150	7	ic	ic	PROPN
cana-3179	150	8	t	t	PROPN
cana-3179	150	9	p	p	PROPN
cana-3179	150	10	true=	true=	X
cana-3179	150	11	,	,	PUNCT
cana-3179	150	12	it	it	PRON
cana-3179	150	13	is	be	AUX
cana-3179	150	14	added	add	VERB
cana-3179	150	15	to	to	ADP
cana-3179	150	16	the	the	DET
cana-3179	150	17	blockchain	blockchain	PROPN
cana-3179	150	18	b	b	PROPN
cana-3179	150	19	;	;	PUNCT
cana-3179	150	20	otherwise	otherwise	ADV
cana-3179	150	21	,	,	PUNCT
cana-3179	150	22	it	it	PRON
cana-3179	150	23	is	be	AUX
cana-3179	150	24	discarded	discard	VERB
cana-3179	150	25	.	.	PUNCT
cana-3179	151	1	1	1	X
cana-3179	151	2	.	.	X
cana-3179	151	3	data	datum	NOUN
cana-3179	151	4	recording	recording	NOUN
cana-3179	151	5	and	and	CCONJ
cana-3179	151	6	verification	verification	NOUN
cana-3179	151	7	this	this	DET
cana-3179	151	8	process	process	NOUN
cana-3179	151	9	involves	involve	VERB
cana-3179	151	10	securely	securely	ADV
cana-3179	151	11	recording	record	VERB
cana-3179	151	12	data	datum	NOUN
cana-3179	151	13	on	on	ADP
cana-3179	151	14	the	the	DET
cana-3179	151	15	blockchain	blockchain	NOUN
cana-3179	151	16	and	and	CCONJ
cana-3179	151	17	verifying	verify	VERB
cana-3179	151	18	it	it	PRON
cana-3179	151	19	against	against	ADP
cana-3179	151	20	predefined	predefine	VERB
cana-3179	151	21	criteria	criterion	NOUN
cana-3179	151	22	to	to	PART
cana-3179	151	23	ensure	ensure	VERB
cana-3179	151	24	its	its	PRON
cana-3179	151	25	validity	validity	NOUN
cana-3179	151	26	.	.	PUNCT
cana-3179	152	1	it	it	PRON
cana-3179	152	2	leverages	leverage	VERB
cana-3179	152	3	smart	smart	ADJ
cana-3179	152	4	contracts	contract	NOUN
cana-3179	152	5	for	for	ADP
cana-3179	152	6	automation	automation	NOUN
cana-3179	152	7	and	and	CCONJ
cana-3179	152	8	integrity	integrity	NOUN
cana-3179	152	9	checks	check	NOUN
cana-3179	152	10	.	.	PUNCT
cana-3179	153	1	•	•	INTJ
cana-3179	153	2	let	let	VERB
cana-3179	153	3			PRON
cana-3179	153	4	1	1	VERB
cana-3179	153	5	2	2	NUM
cana-3179	153	6	,	,	PUNCT
cana-3179	153	7	,	,	PUNCT
cana-3179	153	8	...	...	PUNCT
cana-3179	153	9	,	,	PUNCT
cana-3179	153	10	mt	mt	PROPN
cana-3179	153	11	t	t	PROPN
cana-3179	153	12	t	t	PROPN
cana-3179	153	13	t=	t=	PROPN
cana-3179	153	14	represent	represent	VERB
cana-3179	153	15	a	a	DET
cana-3179	153	16	set	set	NOUN
cana-3179	153	17	of	of	ADP
cana-3179	153	18	transactions	transaction	NOUN
cana-3179	153	19	,	,	PUNCT
cana-3179	153	20	where	where	SCONJ
cana-3179	153	21	each	each	DET
cana-3179	153	22	transaction	transaction	NOUN
cana-3179	153	23	it	it	PRON
cana-3179	153	24	encapsulates	encapsulate	VERB
cana-3179	153	25	data	datum	NOUN
cana-3179	153	26	i	i	NOUN
cana-3179	153	27	d	d	PROPN
cana-3179	153	28	.	.	PUNCT
cana-3179	154	1	a	a	DET
cana-3179	154	2	verification	verification	NOUN
cana-3179	154	3	function	function	NOUN
cana-3179	154	4	(	(	PUNCT
cana-3179	154	5	)	)	PUNCT
cana-3179	154	6			PROPN
cana-3179	154	7	,iv	,iv	NOUN
cana-3179	154	8	t	t	NOUN
cana-3179	154	9	true	true	ADJ
cana-3179	154	10	false→	false→	PROPN
cana-3179	154	11	determines	determine	VERB
cana-3179	154	12	the	the	DET
cana-3179	154	13	validity	validity	NOUN
cana-3179	154	14	of	of	ADP
cana-3179	154	15	it	it	PRON
cana-3179	154	16	by	by	ADP
cana-3179	154	17	evaluating	evaluate	VERB
cana-3179	154	18	it	it	PRON
cana-3179	154	19	against	against	ADP
cana-3179	154	20	predefined	predefine	VERB
cana-3179	154	21	criteria	criterion	NOUN
cana-3179	154	22	.	.	PUNCT
cana-3179	155	1	if	if	SCONJ
cana-3179	155	2	(	(	PUNCT
cana-3179	155	3	)	)	PUNCT
cana-3179	155	4	iv	iv	NUM
cana-3179	155	5	t	t	NOUN
cana-3179	155	6	true→	true→	PUNCT
cana-3179	155	7	,	,	PUNCT
cana-3179	155	8	it	it	PRON
cana-3179	155	9	is	be	AUX
cana-3179	155	10	recorded	record	VERB
cana-3179	155	11	on	on	ADP
cana-3179	155	12	the	the	DET
cana-3179	155	13	blockchain	blockchain	NOUN
cana-3179	155	14	;	;	PUNCT
cana-3179	155	15	otherwise	otherwise	ADV
cana-3179	155	16	,	,	PUNCT
cana-3179	155	17	it	it	PRON
cana-3179	155	18	is	be	AUX
cana-3179	155	19	rejected	reject	VERB
cana-3179	155	20	.	.	PUNCT
cana-3179	156	1	1	1	X
cana-3179	156	2	.	.	X
cana-3179	156	3	for	for	ADP
cana-3179	156	4	each	each	DET
cana-3179	156	5	data	datum	NOUN
cana-3179	156	6	item	item	NOUN
cana-3179	156	7	i	i	PROPN
cana-3179	156	8	d	d	PROPN
cana-3179	156	9	d	d	VERB
cana-3179	156	10	:	:	PUNCT
cana-3179	156	11	a	a	X
cana-3179	156	12	)	)	PUNCT
cana-3179	156	13	create	create	VERB
cana-3179	156	14	a	a	DET
cana-3179	156	15	transaction	transaction	NOUN
cana-3179	156	16	it	it	PRON
cana-3179	156	17	encapsulating	encapsulate	VERB
cana-3179	156	18	i	i	PROPN
cana-3179	156	19	d	d	PROPN
cana-3179	156	20	.	.	PUNCT
cana-3179	157	1	b	b	X
cana-3179	157	2	)	)	PUNCT
cana-3179	157	3	verify	verify	VERB
cana-3179	157	4	i	i	PROPN
cana-3179	157	5	d	d	PROPN
cana-3179	157	6	against	against	ADP
cana-3179	157	7	predefined	predefine	VERB
cana-3179	157	8	criteria	criterion	NOUN
cana-3179	157	9	using	use	VERB
cana-3179	157	10	smart	smart	ADJ
cana-3179	157	11	contract	contract	NOUN
cana-3179	157	12	s	s	PART
cana-3179	157	13	:	:	PUNCT
cana-3179	157	14	(	(	PUNCT
cana-3179	157	15	)	)	PUNCT
cana-3179	157	16			PROPN
cana-3179	157	17	,iv	,iv	NOUN
cana-3179	157	18	t	t	NOUN
cana-3179	157	19	true	true	ADJ
cana-3179	157	20	false→	false→	PROPN
cana-3179	157	21	.	.	PUNCT
cana-3179	158	1	c	c	X
cana-3179	158	2	)	)	PUNCT
cana-3179	158	3	if	if	SCONJ
cana-3179	158	4	(	(	PUNCT
cana-3179	158	5	)	)	PUNCT
cana-3179	158	6	iv	iv	NUM
cana-3179	158	7	t	t	PROPN
cana-3179	158	8	true=	true=	X
cana-3179	158	9	,	,	PUNCT
cana-3179	158	10	proceed	proceed	VERB
cana-3179	158	11	;	;	PUNCT
cana-3179	158	12	otherwise	otherwise	ADV
cana-3179	158	13	,	,	PUNCT
cana-3179	158	14	reject	reject	VERB
cana-3179	158	15	i	i	PROPN
cana-3179	158	16	d	d	PROPN
cana-3179	158	17	.	.	PUNCT
cana-3179	159	1	2	2	X
cana-3179	159	2	.	.	X
cana-3179	159	3	data	data	NOUN
cana-3179	159	4	auditing	auditing	NOUN
cana-3179	159	5	auditing	auditing	NOUN
cana-3179	159	6	ensures	ensure	VERB
cana-3179	159	7	that	that	SCONJ
cana-3179	159	8	the	the	DET
cana-3179	159	9	data	datum	NOUN
cana-3179	159	10	recorded	record	VERB
cana-3179	159	11	on	on	ADP
cana-3179	159	12	the	the	DET
cana-3179	159	13	blockchain	blockchain	PROPN
cana-3179	159	14	is	be	AUX
cana-3179	159	15	immutable	immutable	ADJ
cana-3179	159	16	and	and	CCONJ
cana-3179	159	17	traceable	traceable	ADJ
cana-3179	159	18	,	,	PUNCT
cana-3179	159	19	allowing	allow	VERB
cana-3179	159	20	for	for	ADP
cana-3179	159	21	comprehensive	comprehensive	ADJ
cana-3179	159	22	review	review	NOUN
cana-3179	159	23	and	and	CCONJ
cana-3179	159	24	verification	verification	NOUN
cana-3179	159	25	of	of	ADP
cana-3179	159	26	data	datum	NOUN
cana-3179	159	27	integrity	integrity	NOUN
cana-3179	159	28	and	and	CCONJ
cana-3179	159	29	history	history	NOUN
cana-3179	159	30	.	.	PUNCT
cana-3179	160	1	•	•	CCONJ
cana-3179	160	2	a	a	DET
cana-3179	160	3	blockchain	blockchain	PROPN
cana-3179	160	4			PROPN
cana-3179	160	5	1	1	PROPN
cana-3179	160	6	2	2	NUM
cana-3179	160	7	,	,	PUNCT
cana-3179	160	8	,	,	PUNCT
cana-3179	160	9	..	..	PUNCT
cana-3179	160	10	,	,	PUNCT
cana-3179	160	11	nb	nb	PROPN
cana-3179	160	12	b	b	PROPN
cana-3179	160	13	b	b	PROPN
cana-3179	160	14	b=	b=	NOUN
cana-3179	160	15	and	and	CCONJ
cana-3179	160	16	a	a	DET
cana-3179	160	17	block	block	NOUN
cana-3179	160	18	ib	ib	NOUN
cana-3179	160	19	containing	contain	VERB
cana-3179	160	20	transactions	transaction	NOUN
cana-3179	160	21	it	it	PRON
cana-3179	160	22	,	,	PUNCT
cana-3179	160	23	the	the	DET
cana-3179	160	24	audit	audit	NOUN
cana-3179	160	25	process	process	NOUN
cana-3179	160	26	can	can	AUX
cana-3179	160	27	be	be	AUX
cana-3179	160	28	represented	represent	VERB
cana-3179	160	29	by	by	ADP
cana-3179	160	30	a	a	DET
cana-3179	160	31	function	function	NOUN
cana-3179	160	32	(	(	PUNCT
cana-3179	160	33	)	)	PUNCT
cana-3179	160	34			PROPN
cana-3179	160	35			PROPN
cana-3179	160	36	,	,	PUNCT
cana-3179	160	37	,	,	PUNCT
cana-3179	161	1	i	i	PROPN
cana-3179	161	2	ia	ia	PROPN
cana-3179	161	3	b	b	PROPN
cana-3179	161	4	t	t	PROPN
cana-3179	161	5	true	true	ADJ
cana-3179	161	6	false→	false→	PROPN
cana-3179	161	7	that	that	PRON
cana-3179	161	8	evaluates	evaluate	VERB
cana-3179	161	9	the	the	DET
cana-3179	161	10	integrity	integrity	NOUN
cana-3179	161	11	of	of	ADP
cana-3179	161	12	data	datum	NOUN
cana-3179	161	13	within	within	ADP
cana-3179	161	14	ib	ib	NOUN
cana-3179	161	15	based	base	VERB
cana-3179	161	16	on	on	ADP
cana-3179	161	17	the	the	DET
cana-3179	161	18	immutability	immutability	NOUN
cana-3179	161	19	and	and	CCONJ
cana-3179	161	20	continuity	continuity	NOUN
cana-3179	161	21	of	of	ADP
cana-3179	161	22	the	the	DET
cana-3179	161	23	blockchain	blockchain	PROPN
cana-3179	161	24	ledger	ledger	NOUN
cana-3179	161	25	.	.	PUNCT
cana-3179	162	1	1	1	X
cana-3179	162	2	.	.	X
cana-3179	162	3	audit	audit	NOUN
cana-3179	162	4	transactions	transaction	NOUN
cana-3179	162	5	and	and	CCONJ
cana-3179	162	6	blocks	block	NOUN
cana-3179	162	7	on	on	ADP
cana-3179	162	8	b	b	NOUN
cana-3179	162	9	to	to	PART
cana-3179	162	10	ensure	ensure	VERB
cana-3179	162	11	integrity	integrity	NOUN
cana-3179	162	12	and	and	CCONJ
cana-3179	162	13	traceability	traceability	NOUN
cana-3179	162	14	:	:	PUNCT
cana-3179	162	15	a	a	X
cana-3179	162	16	)	)	PUNCT
cana-3179	162	17	for	for	ADP
cana-3179	162	18	each	each	DET
cana-3179	162	19	block	block	NOUN
cana-3179	162	20	ib	ib	PROPN
cana-3179	162	21	b	b	PROPN
cana-3179	162	22	,	,	PUNCT
cana-3179	162	23	verify	verify	VERB
cana-3179	162	24	the	the	DET
cana-3179	162	25	chain	chain	NOUN
cana-3179	162	26	of	of	ADP
cana-3179	162	27	hashes	hash	NOUN
cana-3179	162	28	to	to	PART
cana-3179	162	29	confirm	confirm	VERB
cana-3179	162	30	the	the	DET
cana-3179	162	31	immutability	immutability	NOUN
cana-3179	162	32	of	of	ADP
cana-3179	162	33	the	the	DET
cana-3179	162	34	transaction	transaction	NOUN
cana-3179	162	35	history	history	NOUN
cana-3179	162	36	.	.	PUNCT
cana-3179	163	1	3	3	X
cana-3179	163	2	.	.	X
cana-3179	163	3	data	datum	NOUN
cana-3179	163	4	access	access	NOUN
cana-3179	163	5	and	and	CCONJ
cana-3179	163	6	sharing	share	VERB
cana-3179	163	7	this	this	DET
cana-3179	163	8	process	process	NOUN
cana-3179	163	9	manages	manage	VERB
cana-3179	163	10	how	how	SCONJ
cana-3179	163	11	data	datum	NOUN
cana-3179	163	12	is	be	AUX
cana-3179	163	13	accessed	access	VERB
cana-3179	163	14	and	and	CCONJ
cana-3179	163	15	shared	share	VERB
cana-3179	163	16	among	among	ADP
cana-3179	163	17	authorized	authorized	ADJ
cana-3179	163	18	parties	party	NOUN
cana-3179	163	19	,	,	PUNCT
cana-3179	163	20	ensuring	ensure	VERB
cana-3179	163	21	security	security	NOUN
cana-3179	163	22	and	and	CCONJ
cana-3179	163	23	privacy	privacy	NOUN
cana-3179	163	24	through	through	ADP
cana-3179	163	25	controlled	control	VERB
cana-3179	163	26	access	access	NOUN
cana-3179	163	27	mechanisms	mechanism	NOUN
cana-3179	163	28	.	.	PUNCT
cana-3179	164	1	communications	communication	NOUN
cana-3179	164	2	on	on	ADP
cana-3179	164	3	applied	apply	VERB
cana-3179	164	4	nonlinear	nonlinear	ADJ
cana-3179	164	5	analysis	analysis	NOUN
cana-3179	164	6	issn	issn	NOUN
cana-3179	164	7	:	:	PUNCT
cana-3179	164	8	1074	1074	NUM
cana-3179	164	9	-	-	PUNCT
cana-3179	164	10	133x	133x	NUM
cana-3179	164	11	vol	vol	NOUN
cana-3179	164	12	32	32	NUM
cana-3179	164	13	no	no	NOUN
cana-3179	164	14	.	.	PUNCT
cana-3179	165	1	5s	5s	NUM
cana-3179	165	2	(	(	PUNCT
cana-3179	165	3	2025	2025	NUM
cana-3179	165	4	)	)	PUNCT
cana-3179	165	5	546	546	NUM
cana-3179	165	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3179	165	7	•	•	ADV
cana-3179	165	8	define	define	VERB
cana-3179	165	9	an	an	DET
cana-3179	165	10	access	access	NOUN
cana-3179	165	11	function	function	NOUN
cana-3179	165	12	(	(	PUNCT
cana-3179	165	13	)	)	PUNCT
cana-3179	165	14			PROPN
cana-3179	165	15			PROPN
cana-3179	165	16	,	,	PUNCT
cana-3179	165	17	,	,	PUNCT
cana-3179	165	18	iac	iac	NOUN
cana-3179	165	19	u	u	NOUN
cana-3179	165	20	d	d	PROPN
cana-3179	165	21	true	true	ADJ
cana-3179	165	22	false→	false→	PROPN
cana-3179	165	23	,	,	PUNCT
cana-3179	165	24	where	where	SCONJ
cana-3179	165	25	u	u	NOUN
cana-3179	165	26	is	be	AUX
cana-3179	165	27	a	a	DET
cana-3179	165	28	user	user	NOUN
cana-3179	165	29	,	,	PUNCT
cana-3179	165	30	and	and	CCONJ
cana-3179	165	31	i	i	PRON
cana-3179	165	32	d	d	PROPN
cana-3179	165	33	is	be	AUX
cana-3179	165	34	a	a	DET
cana-3179	165	35	data	data	NOUN
cana-3179	165	36	item	item	NOUN
cana-3179	165	37	.	.	PUNCT
cana-3179	166	1	(	(	PUNCT
cana-3179	166	2	)	)	PUNCT
cana-3179	166	3	,	,	PUNCT
cana-3179	166	4	iac	iac	NOUN
cana-3179	166	5	u	u	PROPN
cana-3179	166	6	d	d	PROPN
cana-3179	166	7	true=	true=	PROPN
cana-3179	166	8	allows	allow	VERB
cana-3179	166	9	user	user	NOUN
cana-3179	166	10	u	u	NOUN
cana-3179	166	11	access	access	NOUN
cana-3179	166	12	to	to	ADP
cana-3179	166	13	i	i	PROPN
cana-3179	166	14	d	d	PROPN
cana-3179	166	15	,	,	PUNCT
cana-3179	166	16	facilitated	facilitate	VERB
cana-3179	166	17	by	by	ADP
cana-3179	166	18	smart	smart	ADJ
cana-3179	166	19	contracts	contract	NOUN
cana-3179	166	20	that	that	PRON
cana-3179	166	21	enforce	enforce	VERB
cana-3179	166	22	access	access	NOUN
cana-3179	166	23	policies	policy	NOUN
cana-3179	166	24	based	base	VERB
cana-3179	166	25	on	on	ADP
cana-3179	166	26	user	user	NOUN
cana-3179	166	27	roles	role	NOUN
cana-3179	166	28	and	and	CCONJ
cana-3179	166	29	permissions	permission	NOUN
cana-3179	166	30	.	.	PUNCT
cana-3179	167	1	1	1	X
cana-3179	167	2	.	.	X
cana-3179	167	3	for	for	ADP
cana-3179	167	4	each	each	DET
cana-3179	167	5	access	access	NOUN
cana-3179	167	6	request	request	NOUN
cana-3179	167	7	by	by	ADP
cana-3179	167	8	user	user	NOUN
cana-3179	167	9	u	u	PROPN
cana-3179	167	10	u	u	PROPN
cana-3179	167	11	for	for	ADP
cana-3179	167	12	data	datum	NOUN
cana-3179	167	13	i	i	NOUN
cana-3179	167	14	d	d	NOUN
cana-3179	167	15	:	:	PUNCT
cana-3179	167	16	a	a	X
cana-3179	167	17	)	)	PUNCT
cana-3179	167	18	use	use	NOUN
cana-3179	167	19	access	access	NOUN
cana-3179	167	20	control	control	NOUN
cana-3179	167	21	smart	smart	ADJ
cana-3179	167	22	contract	contract	NOUN
cana-3179	167	23	to	to	PART
cana-3179	167	24	evaluate	evaluate	VERB
cana-3179	167	25	(	(	PUNCT
cana-3179	167	26	)	)	PUNCT
cana-3179	167	27	,	,	PUNCT
cana-3179	167	28	iac	iac	NOUN
cana-3179	167	29	u	u	PROPN
cana-3179	167	30	d	d	PROPN
cana-3179	167	31	.	.	PUNCT
cana-3179	168	1	b	b	X
cana-3179	168	2	)	)	PUNCT
cana-3179	168	3	if	if	SCONJ
cana-3179	168	4	(	(	PUNCT
cana-3179	168	5	)	)	PUNCT
cana-3179	168	6	,	,	PUNCT
cana-3179	168	7	iac	iac	NOUN
cana-3179	168	8	u	u	PROPN
cana-3179	168	9	d	d	PROPN
cana-3179	168	10	true=	true=	X
cana-3179	168	11	,	,	PUNCT
cana-3179	168	12	grant	grant	NOUN
cana-3179	168	13	access	access	NOUN
cana-3179	168	14	;	;	PUNCT
cana-3179	168	15	otherwise	otherwise	ADV
cana-3179	168	16	,	,	PUNCT
cana-3179	168	17	deny	deny	VERB
cana-3179	168	18	.	.	PUNCT
cana-3179	169	1	4	4	X
cana-3179	169	2	.	.	X
cana-3179	169	3	data	datum	NOUN
cana-3179	169	4	integrity	integrity	NOUN
cana-3179	169	5	and	and	CCONJ
cana-3179	169	6	traceability	traceability	NOUN
cana-3179	169	7	ensuring	ensure	VERB
cana-3179	169	8	the	the	DET
cana-3179	169	9	integrity	integrity	NOUN
cana-3179	169	10	and	and	CCONJ
cana-3179	169	11	traceability	traceability	NOUN
cana-3179	169	12	of	of	ADP
cana-3179	169	13	data	datum	NOUN
cana-3179	169	14	involves	involve	VERB
cana-3179	169	15	maintaining	maintain	VERB
cana-3179	169	16	a	a	DET
cana-3179	169	17	verifiable	verifiable	ADJ
cana-3179	169	18	record	record	NOUN
cana-3179	169	19	of	of	ADP
cana-3179	169	20	data	datum	NOUN
cana-3179	169	21	transactions	transaction	NOUN
cana-3179	169	22	on	on	ADP
cana-3179	169	23	the	the	DET
cana-3179	169	24	blockchain	blockchain	NOUN
cana-3179	169	25	,	,	PUNCT
cana-3179	169	26	providing	provide	VERB
cana-3179	169	27	a	a	DET
cana-3179	169	28	tamper	tamper	NOUN
cana-3179	169	29	-	-	ADJ
cana-3179	169	30	proof	proof	ADJ
cana-3179	169	31	audit	audit	NOUN
cana-3179	169	32	trail	trail	NOUN
cana-3179	169	33	.	.	PUNCT
cana-3179	170	1	•	•	NUM
cana-3179	170	2	let	let	VERB
cana-3179	170	3			PRON
cana-3179	170	4	1	1	VERB
cana-3179	170	5	2	2	NUM
cana-3179	170	6	,	,	PUNCT
cana-3179	170	7	,	,	PUNCT
cana-3179	170	8	...	...	PUNCT
cana-3179	170	9	,	,	PUNCT
cana-3179	170	10	mt	mt	PROPN
cana-3179	170	11	t	t	PROPN
cana-3179	170	12	t	t	PROPN
cana-3179	170	13	t=	t=	PRON
cana-3179	170	14	be	be	AUX
cana-3179	170	15	a	a	DET
cana-3179	170	16	sequence	sequence	NOUN
cana-3179	170	17	of	of	ADP
cana-3179	170	18	transactions	transaction	NOUN
cana-3179	170	19	on	on	ADP
cana-3179	170	20	the	the	DET
cana-3179	170	21	blockchain	blockchain	NOUN
cana-3179	170	22	,	,	PUNCT
cana-3179	170	23	where	where	SCONJ
cana-3179	170	24	each	each	DET
cana-3179	170	25	transaction	transaction	NOUN
cana-3179	170	26	it	it	PRON
cana-3179	170	27	is	be	AUX
cana-3179	170	28	linked	link	VERB
cana-3179	170	29	to	to	ADP
cana-3179	170	30	its	its	PRON
cana-3179	170	31	predecessor	predecessor	NOUN
cana-3179	170	32	1it	1it	NOUN
cana-3179	170	33	−	−	PROPN
cana-3179	170	34	through	through	ADP
cana-3179	170	35	cryptographic	cryptographic	ADJ
cana-3179	170	36	hashes	hash	NOUN
cana-3179	170	37	.	.	PUNCT
cana-3179	171	1	the	the	DET
cana-3179	171	2	integrity	integrity	NOUN
cana-3179	171	3	and	and	CCONJ
cana-3179	171	4	traceability	traceability	NOUN
cana-3179	171	5	of	of	ADP
cana-3179	171	6	it	it	PRON
cana-3179	171	7	can	can	AUX
cana-3179	171	8	be	be	AUX
cana-3179	171	9	verified	verify	VERB
cana-3179	171	10	through	through	ADP
cana-3179	171	11	a	a	DET
cana-3179	171	12	chain	chain	NOUN
cana-3179	171	13	of	of	ADP
cana-3179	171	14	hashes	hash	NOUN
cana-3179	171	15			PROPN
cana-3179	171	16	1	1	NOUN
cana-3179	171	17	2	2	NUM
cana-3179	171	18	,	,	PUNCT
cana-3179	171	19	,	,	PUNCT
cana-3179	171	20	...	...	PUNCT
cana-3179	171	21	,	,	PUNCT
cana-3179	171	22	mh	mh	PROPN
cana-3179	171	23	h	h	PROPN
cana-3179	171	24	h	h	PROPN
cana-3179	171	25	h=	h=	X
cana-3179	171	26	,	,	PUNCT
cana-3179	172	1	where	where	SCONJ
cana-3179	172	2	(	(	PUNCT
cana-3179	172	3	)	)	PUNCT
cana-3179	172	4	1||i	1||i	NUM
cana-3179	172	5	i	i	PRON
cana-3179	172	6	ih	ih	VERB
cana-3179	172	7	hash	hash	NOUN
cana-3179	172	8	t	t	PROPN
cana-3179	172	9	h	h	PROPN
cana-3179	172	10	−=	−=	VERB
cana-3179	172	11	,	,	PUNCT
cana-3179	172	12	ensuring	ensure	VERB
cana-3179	172	13	that	that	SCONJ
cana-3179	172	14	any	any	DET
cana-3179	172	15	alteration	alteration	NOUN
cana-3179	172	16	of	of	ADP
cana-3179	172	17	it	it	PRON
cana-3179	172	18	would	would	AUX
cana-3179	172	19	invalidate	invalidate	VERB
cana-3179	172	20	the	the	DET
cana-3179	172	21	subsequent	subsequent	ADJ
cana-3179	172	22	hash	hash	NOUN
cana-3179	172	23	sequence	sequence	NOUN
cana-3179	172	24	.	.	PUNCT
cana-3179	173	1	5	5	X
cana-3179	173	2	.	.	X
cana-3179	173	3	dispute	dispute	NOUN
cana-3179	173	4	resolution	resolution	NOUN
cana-3179	173	5	in	in	ADP
cana-3179	173	6	the	the	DET
cana-3179	173	7	event	event	NOUN
cana-3179	173	8	of	of	ADP
cana-3179	173	9	discrepancies	discrepancy	NOUN
cana-3179	173	10	or	or	CCONJ
cana-3179	173	11	disputes	dispute	NOUN
cana-3179	173	12	,	,	PUNCT
cana-3179	173	13	this	this	DET
cana-3179	173	14	process	process	NOUN
cana-3179	173	15	enables	enable	VERB
cana-3179	173	16	automated	automate	VERB
cana-3179	173	17	resolution	resolution	NOUN
cana-3179	173	18	based	base	VERB
cana-3179	173	19	on	on	ADP
cana-3179	173	20	the	the	DET
cana-3179	173	21	immutable	immutable	ADJ
cana-3179	173	22	records	record	NOUN
cana-3179	173	23	stored	store	VERB
cana-3179	173	24	on	on	ADP
cana-3179	173	25	the	the	DET
cana-3179	173	26	blockchain	blockchain	NOUN
cana-3179	173	27	,	,	PUNCT
cana-3179	173	28	utilizing	utilize	VERB
cana-3179	173	29	smart	smart	ADJ
cana-3179	173	30	contracts	contract	NOUN
cana-3179	173	31	to	to	PART
cana-3179	173	32	enforce	enforce	VERB
cana-3179	173	33	agreed	agree	VERB
cana-3179	173	34	-	-	PUNCT
cana-3179	173	35	upon	upon	NOUN
cana-3179	173	36	rules	rule	NOUN
cana-3179	173	37	and	and	CCONJ
cana-3179	173	38	conditions	condition	NOUN
cana-3179	173	39	.	.	PUNCT
cana-3179	174	1	•	•	INTJ
cana-3179	174	2	let	let	VERB
cana-3179	174	3	d	d	PART
cana-3179	174	4	represent	represent	VERB
cana-3179	174	5	a	a	DET
cana-3179	174	6	dispute	dispute	NOUN
cana-3179	174	7	involving	involve	VERB
cana-3179	174	8	data	datum	NOUN
cana-3179	174	9	items	item	NOUN
cana-3179	174	10	1d	1d	NUM
cana-3179	174	11	and	and	CCONJ
cana-3179	174	12	2d	2d	NOUN
cana-3179	174	13	,	,	PUNCT
cana-3179	174	14	and	and	CCONJ
cana-3179	174	15	r	r	NOUN
cana-3179	174	16	be	be	VERB
cana-3179	174	17	a	a	DET
cana-3179	174	18	resolution	resolution	NOUN
cana-3179	174	19	mechanism	mechanism	NOUN
cana-3179	174	20	encoded	encode	VERB
cana-3179	174	21	in	in	ADP
cana-3179	174	22	a	a	DET
cana-3179	174	23	smart	smart	ADJ
cana-3179	174	24	contract	contract	NOUN
cana-3179	174	25	.	.	PUNCT
cana-3179	175	1	(	(	PUNCT
cana-3179	175	2	)	)	PUNCT
cana-3179	175	3			NOUN
cana-3179	175	4	r	r	PROPN
cana-3179	175	5	d	d	NOUN
cana-3179	175	6	resolution→	resolution→	PRON
cana-3179	175	7	determines	determine	VERB
cana-3179	175	8	the	the	DET
cana-3179	175	9	outcome	outcome	NOUN
cana-3179	175	10	of	of	ADP
cana-3179	175	11	the	the	DET
cana-3179	175	12	dispute	dispute	NOUN
cana-3179	175	13	by	by	ADP
cana-3179	175	14	applying	apply	VERB
cana-3179	175	15	the	the	DET
cana-3179	175	16	rules	rule	NOUN
cana-3179	175	17	encoded	encode	VERB
cana-3179	175	18	in	in	ADP
cana-3179	175	19	r	r	NOUN
cana-3179	175	20	to	to	ADP
cana-3179	175	21	the	the	DET
cana-3179	175	22	data	datum	NOUN
cana-3179	175	23	involved	involve	VERB
cana-3179	175	24	in	in	ADP
cana-3179	175	25	d	d	PROPN
cana-3179	175	26	,	,	PUNCT
cana-3179	175	27	with	with	ADP
cana-3179	175	28	the	the	DET
cana-3179	175	29	blockchain	blockchain	PROPN
cana-3179	175	30	providing	provide	VERB
cana-3179	175	31	a	a	DET
cana-3179	175	32	tamper	tamper	NOUN
cana-3179	175	33	-	-	ADJ
cana-3179	175	34	proof	proof	ADJ
cana-3179	175	35	record	record	NOUN
cana-3179	175	36	to	to	PART
cana-3179	175	37	support	support	VERB
cana-3179	175	38	the	the	DET
cana-3179	175	39	resolution	resolution	NOUN
cana-3179	175	40	process	process	NOUN
cana-3179	175	41	.	.	PUNCT
cana-3179	176	1	1	1	X
cana-3179	176	2	.	.	X
cana-3179	176	3	in	in	ADP
cana-3179	176	4	case	case	NOUN
cana-3179	176	5	of	of	ADP
cana-3179	176	6	a	a	DET
cana-3179	176	7	dispute	dispute	NOUN
cana-3179	176	8	regarding	regard	VERB
cana-3179	176	9	data	datum	NOUN
cana-3179	176	10	i	i	NOUN
cana-3179	176	11	d	d	PROPN
cana-3179	176	12	:	:	PUNCT
cana-3179	176	13	a	a	X
cana-3179	176	14	)	)	PUNCT
cana-3179	176	15	utilize	utilize	VERB
cana-3179	176	16	dispute	dispute	NOUN
cana-3179	176	17	resolution	resolution	NOUN
cana-3179	176	18	mechanism	mechanism	NOUN
cana-3179	176	19	r	r	NOUN
cana-3179	176	20	encoded	encode	VERB
cana-3179	176	21	in	in	ADP
cana-3179	176	22	a	a	DET
cana-3179	176	23	smart	smart	ADJ
cana-3179	176	24	contract	contract	NOUN
cana-3179	176	25	.	.	PUNCT
cana-3179	177	1	b	b	X
cana-3179	177	2	)	)	PUNCT
cana-3179	177	3	apply	apply	VERB
cana-3179	177	4	r	r	NOUN
cana-3179	177	5	to	to	ADP
cana-3179	177	6	the	the	DET
cana-3179	177	7	disputed	dispute	VERB
cana-3179	177	8	data	datum	NOUN
cana-3179	177	9	,	,	PUNCT
cana-3179	177	10	with	with	ADP
cana-3179	177	11	the	the	DET
cana-3179	177	12	blockchain	blockchain	PROPN
cana-3179	177	13	providing	provide	VERB
cana-3179	177	14	an	an	DET
cana-3179	177	15	immutable	immutable	ADJ
cana-3179	177	16	record	record	NOUN
cana-3179	177	17	to	to	PART
cana-3179	177	18	support	support	NOUN
cana-3179	177	19	resolution	resolution	NOUN
cana-3179	177	20	.	.	PUNCT
cana-3179	178	1	the	the	DET
cana-3179	178	2	computational	computational	ADJ
cana-3179	178	3	complexity	complexity	NOUN
cana-3179	178	4	of	of	ADP
cana-3179	178	5	the	the	DET
cana-3179	178	6	algorithm	algorithm	NOUN
cana-3179	178	7	is	be	AUX
cana-3179	178	8	influenced	influence	VERB
cana-3179	178	9	by	by	ADP
cana-3179	178	10	the	the	DET
cana-3179	178	11	operations	operation	NOUN
cana-3179	178	12	of	of	ADP
cana-3179	178	13	data	datum	NOUN
cana-3179	178	14	verification	verification	NOUN
cana-3179	178	15	,	,	PUNCT
cana-3179	178	16	consensus	consensus	NOUN
cana-3179	178	17	mechanism	mechanism	NOUN
cana-3179	178	18	processing	processing	NOUN
cana-3179	178	19	,	,	PUNCT
cana-3179	178	20	and	and	CCONJ
cana-3179	178	21	smart	smart	ADJ
cana-3179	178	22	contract	contract	NOUN
cana-3179	178	23	execution	execution	NOUN
cana-3179	178	24	.	.	PUNCT
cana-3179	179	1	the	the	DET
cana-3179	179	2	efficiency	efficiency	NOUN
cana-3179	179	3	of	of	ADP
cana-3179	179	4	these	these	DET
cana-3179	179	5	operations	operation	NOUN
cana-3179	179	6	depends	depend	VERB
cana-3179	179	7	on	on	ADP
cana-3179	179	8	the	the	DET
cana-3179	179	9	specific	specific	ADJ
cana-3179	179	10	blockchain	blockchain	PROPN
cana-3179	179	11	platform	platform	PROPN
cana-3179	179	12	and	and	CCONJ
cana-3179	179	13	consensus	consensus	NOUN
cana-3179	179	14	algorithm	algorithm	NOUN
cana-3179	179	15	used	use	VERB
cana-3179	179	16	.	.	PUNCT
cana-3179	180	1	the	the	DET
cana-3179	180	2	use	use	NOUN
cana-3179	180	3	of	of	ADP
cana-3179	180	4	blockchain	blockchain	PROPN
cana-3179	180	5	technology	technology	PROPN
cana-3179	180	6	ensures	ensure	VERB
cana-3179	180	7	that	that	SCONJ
cana-3179	180	8	once	once	SCONJ
cana-3179	180	9	data	datum	NOUN
cana-3179	180	10	is	be	AUX
cana-3179	180	11	verified	verify	VERB
cana-3179	180	12	and	and	CCONJ
cana-3179	180	13	recorded	record	VERB
cana-3179	180	14	,	,	PUNCT
cana-3179	180	15	it	it	PRON
cana-3179	180	16	can	can	AUX
cana-3179	180	17	not	not	PART
cana-3179	180	18	be	be	AUX
cana-3179	180	19	altered	alter	VERB
cana-3179	180	20	without	without	ADP
cana-3179	180	21	consensus	consensus	NOUN
cana-3179	180	22	,	,	PUNCT
cana-3179	180	23	thereby	thereby	ADV
cana-3179	180	24	maintaining	maintain	VERB
cana-3179	180	25	the	the	DET
cana-3179	180	26	integrity	integrity	NOUN
cana-3179	180	27	and	and	CCONJ
cana-3179	180	28	traceability	traceability	NOUN
cana-3179	180	29	of	of	ADP
cana-3179	180	30	the	the	DET
cana-3179	180	31	data	datum	NOUN
cana-3179	180	32	.	.	PUNCT
cana-3179	181	1	access	access	NOUN
cana-3179	181	2	control	control	NOUN
cana-3179	181	3	mechanisms	mechanism	NOUN
cana-3179	181	4	ensure	ensure	VERB
cana-3179	181	5	that	that	SCONJ
cana-3179	181	6	only	only	ADV
cana-3179	181	7	authorized	authorize	VERB
cana-3179	181	8	users	user	NOUN
cana-3179	181	9	can	can	AUX
cana-3179	181	10	access	access	VERB
cana-3179	181	11	or	or	CCONJ
cana-3179	181	12	modify	modify	VERB
cana-3179	181	13	the	the	DET
cana-3179	181	14	data	datum	NOUN
cana-3179	181	15	,	,	PUNCT
cana-3179	181	16	enhancing	enhance	VERB
cana-3179	181	17	the	the	DET
cana-3179	181	18	system	system	NOUN
cana-3179	181	19	’s	’s	PART
cana-3179	181	20	security	security	NOUN
cana-3179	181	21	.	.	PUNCT
cana-3179	182	1	these	these	DET
cana-3179	182	2	processes	process	NOUN
cana-3179	182	3	form	form	VERB
cana-3179	182	4	the	the	DET
cana-3179	182	5	operational	operational	ADJ
cana-3179	182	6	backbone	backbone	NOUN
cana-3179	182	7	of	of	ADP
cana-3179	182	8	the	the	DET
cana-3179	182	9	blockchain	blockchain	PROPN
cana-3179	182	10	-	-	PUNCT
cana-3179	182	11	based	base	VERB
cana-3179	182	12	computing	computing	NOUN
cana-3179	182	13	framework	framework	NOUN
cana-3179	182	14	for	for	ADP
cana-3179	182	15	data	data	NOUN
cana-3179	182	16	auditing	auditing	NOUN
cana-3179	182	17	management	management	NOUN
cana-3179	182	18	,	,	PUNCT
cana-3179	182	19	ensuring	ensure	VERB
cana-3179	182	20	that	that	SCONJ
cana-3179	182	21	data	datum	NOUN
cana-3179	182	22	management	management	NOUN
cana-3179	182	23	is	be	AUX
cana-3179	182	24	conducted	conduct	VERB
cana-3179	182	25	in	in	ADP
cana-3179	182	26	a	a	DET
cana-3179	182	27	secure	secure	ADJ
cana-3179	182	28	,	,	PUNCT
cana-3179	182	29	efficient	efficient	ADJ
cana-3179	182	30	,	,	PUNCT
cana-3179	182	31	and	and	CCONJ
cana-3179	182	32	transparent	transparent	ADJ
cana-3179	182	33	manner	manner	NOUN
cana-3179	182	34	.	.	PUNCT
cana-3179	183	1	the	the	DET
cana-3179	183	2	mathematical	mathematical	ADJ
cana-3179	183	3	models	model	NOUN
cana-3179	183	4	provide	provide	VERB
cana-3179	183	5	a	a	DET
cana-3179	183	6	theoretical	theoretical	ADJ
cana-3179	183	7	foundation	foundation	NOUN
cana-3179	183	8	for	for	ADP
cana-3179	183	9	understanding	understand	VERB
cana-3179	183	10	the	the	DET
cana-3179	183	11	interactions	interaction	NOUN
cana-3179	183	12	and	and	CCONJ
cana-3179	183	13	integrity	integrity	NOUN
cana-3179	183	14	checks	check	NOUN
cana-3179	183	15	that	that	PRON
cana-3179	183	16	underpin	underpin	VERB
cana-3179	183	17	these	these	DET
cana-3179	183	18	processes	process	NOUN
cana-3179	183	19	,	,	PUNCT
cana-3179	183	20	offering	offer	VERB
cana-3179	183	21	a	a	DET
cana-3179	183	22	robust	robust	ADJ
cana-3179	183	23	framework	framework	NOUN
cana-3179	183	24	for	for	ADP
cana-3179	183	25	applications	application	NOUN
cana-3179	183	26	requiring	require	VERB
cana-3179	183	27	high	high	ADJ
cana-3179	183	28	levels	level	NOUN
cana-3179	183	29	of	of	ADP
cana-3179	183	30	data	datum	NOUN
cana-3179	183	31	integrity	integrity	NOUN
cana-3179	183	32	and	and	CCONJ
cana-3179	183	33	trust	trust	NOUN
cana-3179	183	34	.	.	PUNCT
cana-3179	184	1	4	4	X
cana-3179	184	2	.	.	X
cana-3179	184	3	experimental	experimental	ADJ
cana-3179	184	4	study	study	NOUN
cana-3179	184	5	the	the	DET
cana-3179	184	6	experimental	experimental	ADJ
cana-3179	184	7	study	study	NOUN
cana-3179	184	8	meticulously	meticulously	ADV
cana-3179	184	9	evaluated	evaluate	VERB
cana-3179	184	10	the	the	DET
cana-3179	184	11	blockchain	blockchain	PROPN
cana-3179	184	12	-	-	PUNCT
cana-3179	184	13	based	base	VERB
cana-3179	184	14	computing	computing	NOUN
cana-3179	184	15	framework	framework	NOUN
cana-3179	184	16	for	for	ADP
cana-3179	184	17	data	data	NOUN
cana-3179	184	18	auditing	auditing	NOUN
cana-3179	184	19	management	management	NOUN
cana-3179	184	20	across	across	ADP
cana-3179	184	21	various	various	ADJ
cana-3179	184	22	performance	performance	NOUN
cana-3179	184	23	metrics	metric	NOUN
cana-3179	184	24	.	.	PUNCT
cana-3179	185	1	by	by	ADP
cana-3179	185	2	deploying	deploy	VERB
cana-3179	185	3	the	the	DET
cana-3179	185	4	framework	framework	NOUN
cana-3179	185	5	in	in	ADP
cana-3179	185	6	a	a	DET
cana-3179	185	7	simulated	simulate	VERB
cana-3179	185	8	blockchain	blockchain	PROPN
cana-3179	185	9	environment	environment	PROPN
cana-3179	185	10	,	,	PUNCT
cana-3179	185	11	the	the	DET
cana-3179	185	12	investigation	investigation	NOUN
cana-3179	185	13	sought	seek	VERB
cana-3179	185	14	to	to	PART
cana-3179	185	15	validate	validate	VERB
cana-3179	185	16	its	its	PRON
cana-3179	185	17	theoretical	theoretical	ADJ
cana-3179	185	18	constructs	construct	NOUN
cana-3179	185	19	and	and	CCONJ
cana-3179	185	20	assess	assess	VERB
cana-3179	185	21	its	its	PRON
cana-3179	185	22	communications	communication	NOUN
cana-3179	185	23	on	on	ADP
cana-3179	185	24	applied	apply	VERB
cana-3179	185	25	nonlinear	nonlinear	ADJ
cana-3179	185	26	analysis	analysis	NOUN
cana-3179	185	27	issn	issn	NOUN
cana-3179	185	28	:	:	PUNCT
cana-3179	185	29	1074	1074	NUM
cana-3179	185	30	-	-	PUNCT
cana-3179	185	31	133x	133x	NUM
cana-3179	185	32	vol	vol	NOUN
cana-3179	185	33	32	32	NUM
cana-3179	185	34	no	no	NOUN
cana-3179	185	35	.	.	PUNCT
cana-3179	186	1	5s	5s	NUM
cana-3179	186	2	(	(	PUNCT
cana-3179	186	3	2025	2025	NUM
cana-3179	186	4	)	)	PUNCT
cana-3179	186	5	547	547	NUM
cana-3179	186	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3179	186	7	real	real	ADJ
cana-3179	186	8	-	-	PUNCT
cana-3179	186	9	world	world	NOUN
cana-3179	186	10	applicability	applicability	NOUN
cana-3179	186	11	.	.	PUNCT
cana-3179	187	1	this	this	DET
cana-3179	187	2	section	section	NOUN
cana-3179	187	3	synthesizes	synthesize	VERB
cana-3179	187	4	findings	finding	NOUN
cana-3179	187	5	from	from	ADP
cana-3179	187	6	individual	individual	ADJ
cana-3179	187	7	analyses	analysis	NOUN
cana-3179	187	8	,	,	PUNCT
cana-3179	187	9	presented	present	VERB
cana-3179	187	10	through	through	ADP
cana-3179	187	11	a	a	DET
cana-3179	187	12	series	series	NOUN
cana-3179	187	13	of	of	ADP
cana-3179	187	14	detailed	detailed	ADJ
cana-3179	187	15	graphs	graph	NOUN
cana-3179	187	16	,	,	PUNCT
cana-3179	187	17	each	each	PRON
cana-3179	187	18	illustrating	illustrate	VERB
cana-3179	187	19	the	the	DET
cana-3179	187	20	framework	framework	NOUN
cana-3179	187	21	's	's	PART
cana-3179	187	22	performance	performance	NOUN
cana-3179	187	23	in	in	ADP
cana-3179	187	24	terms	term	NOUN
cana-3179	187	25	of	of	ADP
cana-3179	187	26	transaction	transaction	NOUN
cana-3179	187	27	throughput	throughput	NOUN
cana-3179	187	28	,	,	PUNCT
cana-3179	187	29	data	datum	NOUN
cana-3179	187	30	integrity	integrity	NOUN
cana-3179	187	31	,	,	PUNCT
cana-3179	187	32	system	system	NOUN
cana-3179	187	33	scalability	scalability	NOUN
cana-3179	187	34	,	,	PUNCT
cana-3179	187	35	and	and	CCONJ
cana-3179	187	36	user	user	NOUN
cana-3179	187	37	access	access	NOUN
cana-3179	187	38	control	control	PROPN
cana-3179	187	39	.	.	PUNCT
cana-3179	188	1	the	the	DET
cana-3179	188	2	study	study	NOUN
cana-3179	188	3	commenced	commence	VERB
cana-3179	188	4	by	by	ADP
cana-3179	188	5	examining	examine	VERB
cana-3179	188	6	the	the	DET
cana-3179	188	7	transaction	transaction	NOUN
cana-3179	188	8	throughput	throughput	NOUN
cana-3179	188	9	as	as	SCONJ
cana-3179	188	10	the	the	DET
cana-3179	188	11	network	network	NOUN
cana-3179	188	12	size	size	NOUN
cana-3179	188	13	expanded	expand	VERB
cana-3179	188	14	.	.	PUNCT
cana-3179	189	1	despite	despite	SCONJ
cana-3179	189	2	an	an	DET
cana-3179	189	3	increase	increase	NOUN
cana-3179	189	4	in	in	ADP
cana-3179	189	5	the	the	DET
cana-3179	189	6	number	number	NOUN
cana-3179	189	7	of	of	ADP
cana-3179	189	8	nodes	node	NOUN
cana-3179	189	9	from	from	ADP
cana-3179	189	10	50	50	NUM
cana-3179	189	11	to	to	ADP
cana-3179	189	12	500	500	NUM
cana-3179	189	13	,	,	PUNCT
cana-3179	189	14	the	the	DET
cana-3179	189	15	framework	framework	NOUN
cana-3179	189	16	maintained	maintain	VERB
cana-3179	189	17	high	high	ADJ
cana-3179	189	18	throughput	throughput	NOUN
cana-3179	189	19	levels	level	NOUN
cana-3179	189	20	,	,	PUNCT
cana-3179	189	21	slightly	slightly	ADV
cana-3179	189	22	decreasing	decrease	VERB
cana-3179	189	23	from	from	ADP
cana-3179	189	24	10,000	10,000	NUM
cana-3179	189	25	to	to	ADP
cana-3179	189	26	9,500	9,500	NUM
cana-3179	189	27	transactions	transaction	NOUN
cana-3179	189	28	per	per	ADP
cana-3179	189	29	second	second	ADJ
cana-3179	189	30	(	(	PUNCT
cana-3179	189	31	tps	tps	NOUN
cana-3179	189	32	)	)	PUNCT
cana-3179	189	33	.	.	PUNCT
cana-3179	190	1	this	this	DET
cana-3179	190	2	minimal	minimal	ADJ
cana-3179	190	3	reduction	reduction	NOUN
cana-3179	190	4	underscored	underscore	VERB
cana-3179	190	5	the	the	DET
cana-3179	190	6	framework	framework	NOUN
cana-3179	190	7	's	's	PART
cana-3179	190	8	efficiency	efficiency	NOUN
cana-3179	190	9	in	in	ADP
cana-3179	190	10	processing	processing	NOUN
cana-3179	190	11	transactions	transaction	NOUN
cana-3179	190	12	,	,	PUNCT
cana-3179	190	13	even	even	ADV
cana-3179	190	14	amidst	amidst	ADP
cana-3179	190	15	network	network	NOUN
cana-3179	190	16	scaling	scaling	NOUN
cana-3179	190	17	,	,	PUNCT
cana-3179	190	18	indicative	indicative	ADJ
cana-3179	190	19	of	of	ADP
cana-3179	190	20	robust	robust	ADJ
cana-3179	190	21	scalability	scalability	NOUN
cana-3179	190	22	and	and	CCONJ
cana-3179	190	23	performance	performance	NOUN
cana-3179	190	24	capabilities	capability	NOUN
cana-3179	190	25	.	.	PUNCT
cana-3179	191	1	subsequent	subsequent	ADJ
cana-3179	191	2	analysis	analysis	NOUN
cana-3179	191	3	focused	focus	VERB
cana-3179	191	4	on	on	ADP
cana-3179	191	5	the	the	DET
cana-3179	191	6	time	time	NOUN
cana-3179	191	7	required	require	VERB
cana-3179	191	8	for	for	ADP
cana-3179	191	9	verifying	verify	VERB
cana-3179	191	10	data	datum	NOUN
cana-3179	191	11	integrity	integrity	NOUN
cana-3179	191	12	across	across	ADP
cana-3179	191	13	various	various	ADJ
cana-3179	191	14	data	datum	NOUN
cana-3179	191	15	sizes	size	NOUN
cana-3179	191	16	.	.	PUNCT
cana-3179	192	1	remarkably	remarkably	ADV
cana-3179	192	2	,	,	PUNCT
cana-3179	192	3	verification	verification	NOUN
cana-3179	192	4	times	time	NOUN
cana-3179	192	5	remained	remain	VERB
cana-3179	192	6	consistent	consistent	ADJ
cana-3179	192	7	at	at	ADP
cana-3179	192	8	2	2	NUM
cana-3179	192	9	seconds	second	NOUN
cana-3179	192	10	for	for	ADP
cana-3179	192	11	datasets	dataset	NOUN
cana-3179	192	12	ranging	range	VERB
cana-3179	192	13	from	from	ADP
cana-3179	192	14	1	1	NUM
cana-3179	192	15	gb	gb	ADP
cana-3179	192	16	to	to	ADP
cana-3179	192	17	10	10	NUM
cana-3179	192	18	gb	gb	NOUN
cana-3179	192	19	.	.	PUNCT
cana-3179	193	1	this	this	DET
cana-3179	193	2	consistency	consistency	NOUN
cana-3179	193	3	affirmed	affirm	VERB
cana-3179	193	4	the	the	DET
cana-3179	193	5	framework	framework	NOUN
cana-3179	193	6	's	's	PART
cana-3179	193	7	capability	capability	NOUN
cana-3179	193	8	to	to	PART
cana-3179	193	9	ensure	ensure	VERB
cana-3179	193	10	data	datum	NOUN
cana-3179	193	11	integrity	integrity	NOUN
cana-3179	193	12	without	without	ADP
cana-3179	193	13	significant	significant	ADJ
cana-3179	193	14	delays	delay	NOUN
cana-3179	193	15	,	,	PUNCT
cana-3179	193	16	crucial	crucial	ADJ
cana-3179	193	17	for	for	ADP
cana-3179	193	18	maintaining	maintain	VERB
cana-3179	193	19	trust	trust	NOUN
cana-3179	193	20	and	and	CCONJ
cana-3179	193	21	reliability	reliability	NOUN
cana-3179	193	22	in	in	ADP
cana-3179	193	23	systems	system	NOUN
cana-3179	193	24	where	where	SCONJ
cana-3179	193	25	data	datum	NOUN
cana-3179	193	26	accuracy	accuracy	NOUN
cana-3179	193	27	is	be	AUX
cana-3179	193	28	paramount	paramount	ADJ
cana-3179	193	29	.	.	PUNCT
cana-3179	194	1	the	the	DET
cana-3179	194	2	scalability	scalability	NOUN
cana-3179	194	3	tests	test	NOUN
cana-3179	194	4	revealed	reveal	VERB
cana-3179	194	5	the	the	DET
cana-3179	194	6	framework	framework	NOUN
cana-3179	194	7	's	's	PART
cana-3179	194	8	adeptness	adeptness	NOUN
cana-3179	194	9	at	at	ADP
cana-3179	194	10	managing	manage	VERB
cana-3179	194	11	increased	increase	VERB
cana-3179	194	12	workloads	workload	NOUN
cana-3179	194	13	.	.	PUNCT
cana-3179	195	1	as	as	SCONJ
cana-3179	195	2	network	network	NOUN
cana-3179	195	3	load	load	NOUN
cana-3179	195	4	doubled	double	VERB
cana-3179	195	5	from	from	ADP
cana-3179	195	6	5,000	5,000	NUM
cana-3179	195	7	to	to	PART
cana-3179	195	8	15,000	15,000	NUM
cana-3179	195	9	transactions	transaction	NOUN
cana-3179	195	10	per	per	ADP
cana-3179	195	11	second	second	NOUN
cana-3179	195	12	,	,	PUNCT
cana-3179	195	13	the	the	DET
cana-3179	195	14	increase	increase	NOUN
cana-3179	195	15	in	in	ADP
cana-3179	195	16	transaction	transaction	NOUN
cana-3179	195	17	processing	processing	NOUN
cana-3179	195	18	and	and	CCONJ
cana-3179	195	19	block	block	NOUN
cana-3179	195	20	generation	generation	NOUN
cana-3179	195	21	times	time	NOUN
cana-3179	195	22	was	be	AUX
cana-3179	195	23	marginal	marginal	ADJ
cana-3179	195	24	,	,	PUNCT
cana-3179	195	25	demonstrating	demonstrate	VERB
cana-3179	195	26	the	the	DET
cana-3179	195	27	framework	framework	NOUN
cana-3179	195	28	's	's	PART
cana-3179	195	29	resilience	resilience	NOUN
cana-3179	195	30	and	and	CCONJ
cana-3179	195	31	adaptability	adaptability	NOUN
cana-3179	195	32	to	to	ADP
cana-3179	195	33	varying	vary	VERB
cana-3179	195	34	loads	load	NOUN
cana-3179	195	35	with	with	ADP
cana-3179	195	36	near	near	ADJ
cana-3179	195	37	-	-	PUNCT
cana-3179	195	38	linear	linear	NOUN
cana-3179	195	39	performance	performance	NOUN
cana-3179	195	40	degradation	degradation	NOUN
cana-3179	195	41	.	.	PUNCT
cana-3179	196	1	the	the	DET
cana-3179	196	2	investigation	investigation	NOUN
cana-3179	196	3	also	also	ADV
cana-3179	196	4	delved	delve	VERB
cana-3179	196	5	into	into	ADP
cana-3179	196	6	access	access	NOUN
cana-3179	196	7	control	control	NOUN
cana-3179	196	8	latency	latency	NOUN
cana-3179	196	9	,	,	PUNCT
cana-3179	196	10	observing	observe	VERB
cana-3179	196	11	how	how	SCONJ
cana-3179	196	12	the	the	DET
cana-3179	196	13	framework	framework	NOUN
cana-3179	196	14	managed	manage	VERB
cana-3179	196	15	permissions	permission	NOUN
cana-3179	196	16	under	under	ADP
cana-3179	196	17	a	a	DET
cana-3179	196	18	surge	surge	NOUN
cana-3179	196	19	of	of	ADP
cana-3179	196	20	concurrent	concurrent	ADJ
cana-3179	196	21	access	access	NOUN
cana-3179	196	22	requests	request	NOUN
cana-3179	196	23	.	.	PUNCT
cana-3179	197	1	latency	latency	NOUN
cana-3179	197	2	remained	remain	VERB
cana-3179	197	3	impressively	impressively	ADV
cana-3179	197	4	low	low	ADJ
cana-3179	197	5	at	at	ADP
cana-3179	197	6	0.5	0.5	NUM
cana-3179	197	7	seconds	second	NOUN
cana-3179	197	8	,	,	PUNCT
cana-3179	197	9	even	even	ADV
cana-3179	197	10	with	with	ADP
cana-3179	197	11	up	up	ADP
cana-3179	197	12	to	to	PART
cana-3179	197	13	1,000	1,000	NUM
cana-3179	197	14	simultaneous	simultaneous	ADJ
cana-3179	197	15	requests	request	NOUN
cana-3179	197	16	.	.	PUNCT
cana-3179	198	1	this	this	DET
cana-3179	198	2	efficiency	efficiency	NOUN
cana-3179	198	3	in	in	ADP
cana-3179	198	4	managing	manage	VERB
cana-3179	198	5	access	access	NOUN
cana-3179	198	6	controls	control	NOUN
cana-3179	198	7	highlighted	highlight	VERB
cana-3179	198	8	the	the	DET
cana-3179	198	9	framework	framework	NOUN
cana-3179	198	10	's	's	PART
cana-3179	198	11	capability	capability	NOUN
cana-3179	198	12	to	to	PART
cana-3179	198	13	secure	secure	VERB
cana-3179	198	14	data	datum	NOUN
cana-3179	198	15	access	access	NOUN
cana-3179	198	16	without	without	ADP
cana-3179	198	17	compromising	compromise	VERB
cana-3179	198	18	system	system	NOUN
cana-3179	198	19	performance	performance	NOUN
cana-3179	198	20	,	,	PUNCT
cana-3179	198	21	ensuring	ensure	VERB
cana-3179	198	22	that	that	SCONJ
cana-3179	198	23	only	only	ADV
cana-3179	198	24	authorized	authorize	VERB
cana-3179	198	25	users	user	NOUN
cana-3179	198	26	could	could	AUX
cana-3179	198	27	access	access	VERB
cana-3179	198	28	or	or	CCONJ
cana-3179	198	29	modify	modify	VERB
cana-3179	198	30	data	datum	NOUN
cana-3179	198	31	.	.	PUNCT
cana-3179	199	1	the	the	DET
cana-3179	199	2	experimental	experimental	ADJ
cana-3179	199	3	study	study	NOUN
cana-3179	199	4	confirmed	confirm	VERB
cana-3179	199	5	the	the	DET
cana-3179	199	6	blockchain	blockchain	PROPN
cana-3179	199	7	-	-	PUNCT
cana-3179	199	8	based	base	VERB
cana-3179	199	9	computing	computing	NOUN
cana-3179	199	10	framework	framework	NOUN
cana-3179	199	11	for	for	ADP
cana-3179	199	12	data	data	NOUN
cana-3179	199	13	auditing	auditing	NOUN
cana-3179	199	14	management	management	NOUN
cana-3179	199	15	's	's	PART
cana-3179	199	16	theoretical	theoretical	ADJ
cana-3179	199	17	effectiveness	effectiveness	NOUN
cana-3179	199	18	and	and	CCONJ
cana-3179	199	19	practical	practical	ADJ
cana-3179	199	20	applicability	applicability	NOUN
cana-3179	199	21	.	.	PUNCT
cana-3179	200	1	the	the	DET
cana-3179	200	2	near	near	ADV
cana-3179	200	3	-	-	PUNCT
cana-3179	200	4	optimal	optimal	ADJ
cana-3179	200	5	performance	performance	NOUN
cana-3179	200	6	across	across	ADP
cana-3179	200	7	key	key	ADJ
cana-3179	200	8	metrics	metric	NOUN
cana-3179	200	9	—	—	PUNCT
cana-3179	200	10	transaction	transaction	NOUN
cana-3179	200	11	throughput	throughput	NOUN
cana-3179	200	12	,	,	PUNCT
cana-3179	200	13	data	datum	NOUN
cana-3179	200	14	integrity	integrity	NOUN
cana-3179	200	15	verification	verification	NOUN
cana-3179	200	16	,	,	PUNCT
cana-3179	200	17	system	system	NOUN
cana-3179	200	18	scalability	scalability	NOUN
cana-3179	200	19	,	,	PUNCT
cana-3179	200	20	and	and	CCONJ
cana-3179	200	21	access	access	NOUN
cana-3179	200	22	control	control	NOUN
cana-3179	200	23	latency	latency	NOUN
cana-3179	200	24	—	—	PUNCT
cana-3179	200	25	underscores	underscore	VERB
cana-3179	200	26	its	its	PRON
cana-3179	200	27	potential	potential	NOUN
cana-3179	200	28	to	to	PART
cana-3179	200	29	significantly	significantly	ADV
cana-3179	200	30	enhance	enhance	VERB
cana-3179	200	31	data	data	NOUN
cana-3179	200	32	management	management	NOUN
cana-3179	200	33	practices	practice	NOUN
cana-3179	200	34	.	.	PUNCT
cana-3179	201	1	high	high	ADJ
cana-3179	201	2	transaction	transaction	NOUN
cana-3179	201	3	throughput	throughput	NOUN
cana-3179	201	4	ensures	ensure	VERB
cana-3179	201	5	swift	swift	ADJ
cana-3179	201	6	data	datum	NOUN
cana-3179	201	7	processing	processing	NOUN
cana-3179	201	8	,	,	PUNCT
cana-3179	201	9	while	while	SCONJ
cana-3179	201	10	efficient	efficient	ADJ
cana-3179	201	11	data	datum	NOUN
cana-3179	201	12	integrity	integrity	NOUN
cana-3179	201	13	verification	verification	NOUN
cana-3179	201	14	guarantees	guarantee	VERB
cana-3179	201	15	the	the	DET
cana-3179	201	16	accuracy	accuracy	NOUN
cana-3179	201	17	and	and	CCONJ
cana-3179	201	18	trustworthiness	trustworthiness	NOUN
cana-3179	201	19	of	of	ADP
cana-3179	201	20	the	the	DET
cana-3179	201	21	data	datum	NOUN
cana-3179	201	22	.	.	PUNCT
cana-3179	202	1	moreover	moreover	ADV
cana-3179	202	2	,	,	PUNCT
cana-3179	202	3	the	the	DET
cana-3179	202	4	framework	framework	NOUN
cana-3179	202	5	's	's	PART
cana-3179	202	6	scalability	scalability	NOUN
cana-3179	202	7	and	and	CCONJ
cana-3179	202	8	effective	effective	ADJ
cana-3179	202	9	access	access	NOUN
cana-3179	202	10	control	control	NOUN
cana-3179	202	11	management	management	NOUN
cana-3179	202	12	further	far	ADV
cana-3179	202	13	enhance	enhance	VERB
cana-3179	202	14	its	its	PRON
cana-3179	202	15	suitability	suitability	NOUN
cana-3179	202	16	for	for	ADP
cana-3179	202	17	a	a	DET
cana-3179	202	18	wide	wide	ADJ
cana-3179	202	19	range	range	NOUN
cana-3179	202	20	of	of	ADP
cana-3179	202	21	applications	application	NOUN
cana-3179	202	22	,	,	PUNCT
cana-3179	202	23	from	from	ADP
cana-3179	202	24	healthcare	healthcare	NOUN
cana-3179	202	25	to	to	ADP
cana-3179	202	26	financial	financial	ADJ
cana-3179	202	27	services	service	NOUN
cana-3179	202	28	,	,	PUNCT
cana-3179	202	29	where	where	SCONJ
cana-3179	202	30	data	datum	NOUN
cana-3179	202	31	integrity	integrity	NOUN
cana-3179	202	32	,	,	PUNCT
cana-3179	202	33	security	security	NOUN
cana-3179	202	34	,	,	PUNCT
cana-3179	202	35	and	and	CCONJ
cana-3179	202	36	performance	performance	NOUN
cana-3179	202	37	are	be	AUX
cana-3179	202	38	critical	critical	ADJ
cana-3179	202	39	.	.	PUNCT
cana-3179	203	1	these	these	DET
cana-3179	203	2	results	result	NOUN
cana-3179	203	3	suggest	suggest	VERB
cana-3179	203	4	that	that	SCONJ
cana-3179	203	5	with	with	ADP
cana-3179	203	6	targeted	target	VERB
cana-3179	203	7	optimizations	optimization	NOUN
cana-3179	203	8	,	,	PUNCT
cana-3179	203	9	the	the	DET
cana-3179	203	10	framework	framework	NOUN
cana-3179	203	11	could	could	AUX
cana-3179	203	12	further	far	ADV
cana-3179	203	13	enhance	enhance	VERB
cana-3179	203	14	its	its	PRON
cana-3179	203	15	efficiency	efficiency	NOUN
cana-3179	203	16	and	and	CCONJ
cana-3179	203	17	scalability	scalability	NOUN
cana-3179	203	18	,	,	PUNCT
cana-3179	203	19	making	make	VERB
cana-3179	203	20	it	it	PRON
cana-3179	203	21	a	a	DET
cana-3179	203	22	cornerstone	cornerstone	NOUN
cana-3179	203	23	technology	technology	NOUN
cana-3179	203	24	for	for	ADP
cana-3179	203	25	future	future	ADJ
cana-3179	203	26	blockchain	blockchain	PROPN
cana-3179	203	27	-	-	PUNCT
cana-3179	203	28	based	base	VERB
cana-3179	203	29	data	data	NOUN
cana-3179	203	30	management	management	NOUN
cana-3179	203	31	systems	system	NOUN
cana-3179	203	32	.	.	PUNCT
cana-3179	204	1	integrating	integrate	VERB
cana-3179	204	2	the	the	DET
cana-3179	204	3	results	result	NOUN
cana-3179	204	4	,	,	PUNCT
cana-3179	204	5	tables	table	NOUN
cana-3179	204	6	,	,	PUNCT
cana-3179	204	7	graphs	graph	NOUN
cana-3179	204	8	,	,	PUNCT
cana-3179	204	9	and	and	CCONJ
cana-3179	204	10	descriptions	description	NOUN
cana-3179	204	11	into	into	ADP
cana-3179	204	12	a	a	DET
cana-3179	204	13	comprehensive	comprehensive	ADJ
cana-3179	204	14	presentation	presentation	NOUN
cana-3179	204	15	of	of	ADP
cana-3179	204	16	the	the	DET
cana-3179	204	17	experimental	experimental	ADJ
cana-3179	204	18	study	study	NOUN
cana-3179	204	19	on	on	ADP
cana-3179	204	20	the	the	DET
cana-3179	204	21	blockchain	blockchain	PROPN
cana-3179	204	22	-	-	PUNCT
cana-3179	204	23	based	base	VERB
cana-3179	204	24	computing	computing	NOUN
cana-3179	204	25	framework	framework	NOUN
cana-3179	204	26	for	for	ADP
cana-3179	204	27	data	data	NOUN
cana-3179	204	28	auditing	auditing	NOUN
cana-3179	204	29	management	management	NOUN
cana-3179	204	30	provides	provide	VERB
cana-3179	204	31	a	a	DET
cana-3179	204	32	holistic	holistic	ADJ
cana-3179	204	33	view	view	NOUN
cana-3179	204	34	of	of	ADP
cana-3179	204	35	the	the	DET
cana-3179	204	36	framework	framework	NOUN
cana-3179	204	37	's	's	PART
cana-3179	204	38	capabilities	capability	NOUN
cana-3179	204	39	and	and	CCONJ
cana-3179	204	40	performance	performance	NOUN
cana-3179	204	41	.	.	PUNCT
cana-3179	205	1	this	this	DET
cana-3179	205	2	integrated	integrate	VERB
cana-3179	205	3	approach	approach	NOUN
cana-3179	205	4	allows	allow	VERB
cana-3179	205	5	for	for	ADP
cana-3179	205	6	a	a	DET
cana-3179	205	7	detailed	detailed	ADJ
cana-3179	205	8	understanding	understanding	NOUN
cana-3179	205	9	of	of	ADP
cana-3179	205	10	how	how	SCONJ
cana-3179	205	11	the	the	DET
cana-3179	205	12	framework	framework	NOUN
cana-3179	205	13	operates	operate	VERB
cana-3179	205	14	under	under	ADP
cana-3179	205	15	various	various	ADJ
cana-3179	205	16	conditions	condition	NOUN
cana-3179	205	17	and	and	CCONJ
cana-3179	205	18	its	its	PRON
cana-3179	205	19	potential	potential	ADJ
cana-3179	205	20	applicability	applicability	NOUN
cana-3179	205	21	across	across	ADP
cana-3179	205	22	different	different	ADJ
cana-3179	205	23	sectors	sector	NOUN
cana-3179	205	24	.	.	PUNCT
cana-3179	206	1	4.1	4.1	NUM
cana-3179	206	2	.	.	PUNCT
cana-3179	206	3	results	result	NOUN
cana-3179	206	4	and	and	CCONJ
cana-3179	206	5	analysis	analysis	NOUN
cana-3179	206	6	table	table	NOUN
cana-3179	206	7	1	1	NUM
cana-3179	206	8	:	:	PUNCT
cana-3179	206	9	transaction	transaction	NOUN
cana-3179	206	10	throughput	throughput	NOUN
cana-3179	206	11	network	network	NOUN
cana-3179	206	12	size	size	NOUN
cana-3179	206	13	(	(	PUNCT
cana-3179	206	14	number	number	NOUN
cana-3179	206	15	of	of	ADP
cana-3179	206	16	nodes	node	NOUN
cana-3179	206	17	)	)	PUNCT
cana-3179	206	18	average	average	ADJ
cana-3179	206	19	transaction	transaction	NOUN
cana-3179	206	20	throughput	throughput	NOUN
cana-3179	206	21	(	(	PUNCT
cana-3179	206	22	tps	tps	NOUN
cana-3179	206	23	)	)	PUNCT
cana-3179	206	24	50	50	NUM
cana-3179	206	25	10,000	10,000	NUM
cana-3179	206	26	100	100	NUM
cana-3179	206	27	9,800	9,800	NUM
cana-3179	206	28	250	250	NUM
cana-3179	206	29	9,700	9,700	NUM
cana-3179	206	30	500	500	NUM
cana-3179	206	31	9,500	9,500	NUM
cana-3179	206	32	communications	communication	NOUN
cana-3179	206	33	on	on	ADP
cana-3179	206	34	applied	apply	VERB
cana-3179	206	35	nonlinear	nonlinear	ADJ
cana-3179	206	36	analysis	analysis	NOUN
cana-3179	206	37	issn	issn	NOUN
cana-3179	206	38	:	:	PUNCT
cana-3179	206	39	1074	1074	NUM
cana-3179	206	40	-	-	PUNCT
cana-3179	206	41	133x	133x	NUM
cana-3179	206	42	vol	vol	NOUN
cana-3179	206	43	32	32	NUM
cana-3179	206	44	no	no	NOUN
cana-3179	206	45	.	.	PUNCT
cana-3179	207	1	5s	5s	NUM
cana-3179	207	2	(	(	PUNCT
cana-3179	207	3	2025	2025	NUM
cana-3179	207	4	)	)	PUNCT
cana-3179	207	5	548	548	NUM
cana-3179	207	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3179	208	1	the	the	DET
cana-3179	208	2	table	table	NOUN
cana-3179	208	3	1	1	NUM
cana-3179	208	4	shows	show	VERB
cana-3179	208	5	the	the	DET
cana-3179	208	6	framework	framework	NOUN
cana-3179	208	7	's	's	PART
cana-3179	208	8	transaction	transaction	NOUN
cana-3179	208	9	throughput	throughput	NOUN
cana-3179	208	10	as	as	ADP
cana-3179	208	11	the	the	DET
cana-3179	208	12	network	network	NOUN
cana-3179	208	13	size	size	NOUN
cana-3179	208	14	increases	increase	VERB
cana-3179	208	15	.	.	PUNCT
cana-3179	209	1	despite	despite	SCONJ
cana-3179	209	2	the	the	DET
cana-3179	209	3	growth	growth	NOUN
cana-3179	209	4	in	in	ADP
cana-3179	209	5	the	the	DET
cana-3179	209	6	number	number	NOUN
cana-3179	209	7	of	of	ADP
cana-3179	209	8	nodes	node	NOUN
cana-3179	209	9	,	,	PUNCT
cana-3179	209	10	the	the	DET
cana-3179	209	11	throughput	throughput	NOUN
cana-3179	209	12	remains	remain	VERB
cana-3179	209	13	high	high	ADJ
cana-3179	209	14	,	,	PUNCT
cana-3179	209	15	indicating	indicate	VERB
cana-3179	209	16	efficient	efficient	ADJ
cana-3179	209	17	processing	processing	NOUN
cana-3179	209	18	capabilities	capability	NOUN
cana-3179	209	19	.	.	PUNCT
cana-3179	210	1	table	table	NOUN
cana-3179	210	2	2	2	NUM
cana-3179	210	3	:	:	PUNCT
cana-3179	210	4	data	datum	NOUN
cana-3179	210	5	integrity	integrity	NOUN
cana-3179	210	6	verification	verification	PROPN
cana-3179	210	7	times	times	PROPN
cana-3179	210	8	data	data	PROPN
cana-3179	210	9	size	size	NOUN
cana-3179	210	10	verification	verification	NOUN
cana-3179	210	11	time	time	NOUN
cana-3179	210	12	(	(	PUNCT
cana-3179	210	13	seconds	second	NOUN
cana-3179	210	14	)	)	PUNCT
cana-3179	210	15	1	1	NUM
cana-3179	210	16	gb	gb	ADP
cana-3179	210	17	2	2	NUM
cana-3179	210	18	5	5	NUM
cana-3179	210	19	gb	gb	ADP
cana-3179	210	20	2	2	NUM
cana-3179	210	21	10	10	NUM
cana-3179	210	22	gb	gb	ADP
cana-3179	210	23	2	2	NUM
cana-3179	210	24	the	the	DET
cana-3179	210	25	table	table	NOUN
cana-3179	211	1	2	2	NUM
cana-3179	211	2	verification	verification	NOUN
cana-3179	211	3	times	time	NOUN
cana-3179	211	4	for	for	ADP
cana-3179	211	5	data	datum	NOUN
cana-3179	211	6	integrity	integrity	NOUN
cana-3179	211	7	checks	check	NOUN
cana-3179	211	8	are	be	AUX
cana-3179	211	9	consistent	consistent	ADJ
cana-3179	211	10	across	across	ADP
cana-3179	211	11	different	different	ADJ
cana-3179	211	12	data	datum	NOUN
cana-3179	211	13	sizes	size	NOUN
cana-3179	211	14	,	,	PUNCT
cana-3179	211	15	showcasing	showcase	VERB
cana-3179	211	16	the	the	DET
cana-3179	211	17	framework	framework	NOUN
cana-3179	211	18	's	's	PART
cana-3179	211	19	ability	ability	NOUN
cana-3179	211	20	to	to	PART
cana-3179	211	21	maintain	maintain	VERB
cana-3179	211	22	data	datum	NOUN
cana-3179	211	23	integrity	integrity	NOUN
cana-3179	211	24	efficiently	efficiently	ADV
cana-3179	211	25	.	.	PUNCT
cana-3179	212	1	table	table	NOUN
cana-3179	212	2	3	3	NUM
cana-3179	212	3	:	:	PUNCT
cana-3179	212	4	system	system	NOUN
cana-3179	212	5	scalability	scalability	NOUN
cana-3179	212	6	network	network	NOUN
cana-3179	212	7	load	load	NOUN
cana-3179	212	8	(	(	PUNCT
cana-3179	212	9	transactions	transaction	NOUN
cana-3179	212	10	/	/	SYM
cana-3179	212	11	second	second	ADJ
cana-3179	212	12	)	)	PUNCT
cana-3179	212	13	transaction	transaction	NOUN
cana-3179	212	14	processing	processing	NOUN
cana-3179	212	15	time	time	NOUN
cana-3179	212	16	(	(	PUNCT
cana-3179	212	17	seconds	second	NOUN
cana-3179	212	18	)	)	PUNCT
cana-3179	212	19	block	block	NOUN
cana-3179	212	20	generation	generation	NOUN
cana-3179	212	21	time	time	NOUN
cana-3179	212	22	(	(	PUNCT
cana-3179	212	23	seconds	second	NOUN
cana-3179	212	24	)	)	PUNCT
cana-3179	212	25	5,000	5,000	NUM
cana-3179	212	26	0.8	0.8	NUM
cana-3179	212	27	2	2	NUM
cana-3179	212	28	10,000	10,000	NUM
cana-3179	212	29	0.85	0.85	NUM
cana-3179	212	30	2.1	2.1	NUM
cana-3179	212	31	15,000	15,000	NUM
cana-3179	212	32	0.9	0.9	NUM
cana-3179	212	33	2.2	2.2	NUM
cana-3179	212	34	as	as	SCONJ
cana-3179	212	35	shown	show	VERB
cana-3179	212	36	in	in	ADP
cana-3179	212	37	table	table	NOUN
cana-3179	212	38	3	3	NUM
cana-3179	212	39	network	network	NOUN
cana-3179	212	40	load	load	NOUN
cana-3179	212	41	increases	increase	NOUN
cana-3179	212	42	,	,	PUNCT
cana-3179	212	43	the	the	DET
cana-3179	212	44	system	system	NOUN
cana-3179	212	45	exhibits	exhibit	VERB
cana-3179	212	46	near	near	ADJ
cana-3179	212	47	-	-	PUNCT
cana-3179	212	48	linear	linear	NOUN
cana-3179	212	49	scalability	scalability	NOUN
cana-3179	212	50	,	,	PUNCT
cana-3179	212	51	with	with	ADP
cana-3179	212	52	only	only	ADV
cana-3179	212	53	a	a	DET
cana-3179	212	54	slight	slight	ADJ
cana-3179	212	55	increase	increase	NOUN
cana-3179	212	56	in	in	ADP
cana-3179	212	57	processing	processing	NOUN
cana-3179	212	58	and	and	CCONJ
cana-3179	212	59	block	block	NOUN
cana-3179	212	60	generation	generation	NOUN
cana-3179	212	61	times	time	NOUN
cana-3179	212	62	.	.	PUNCT
cana-3179	213	1	table	table	NOUN
cana-3179	213	2	4	4	NUM
cana-3179	213	3	:	:	PUNCT
cana-3179	213	4	access	access	NOUN
cana-3179	213	5	control	control	NOUN
cana-3179	213	6	latency	latency	NOUN
cana-3179	213	7	concurrent	concurrent	ADJ
cana-3179	213	8	access	access	NOUN
cana-3179	213	9	requests	request	NOUN
cana-3179	213	10	latency	latency	NOUN
cana-3179	213	11	(	(	PUNCT
cana-3179	213	12	seconds	second	NOUN
cana-3179	213	13	)	)	PUNCT
cana-3179	213	14	100	100	NUM
cana-3179	213	15	0.5	0.5	NUM
cana-3179	213	16	500	500	NUM
cana-3179	213	17	0.5	0.5	NUM
cana-3179	213	18	1,000	1,000	NUM
cana-3179	213	19	0.5	0.5	NUM
cana-3179	213	20	the	the	DET
cana-3179	213	21	table	table	NOUN
cana-3179	213	22	4	4	NUM
cana-3179	213	23	framework	framework	NOUN
cana-3179	213	24	manages	manage	VERB
cana-3179	213	25	access	access	NOUN
cana-3179	213	26	control	control	NOUN
cana-3179	213	27	with	with	ADP
cana-3179	213	28	consistently	consistently	ADV
cana-3179	213	29	low	low	ADJ
cana-3179	213	30	latency	latency	NOUN
cana-3179	213	31	,	,	PUNCT
cana-3179	213	32	even	even	ADV
cana-3179	213	33	as	as	ADP
cana-3179	213	34	the	the	DET
cana-3179	213	35	number	number	NOUN
cana-3179	213	36	of	of	ADP
cana-3179	213	37	concurrent	concurrent	ADJ
cana-3179	213	38	access	access	NOUN
cana-3179	213	39	requests	request	NOUN
cana-3179	213	40	increases	increase	NOUN
cana-3179	213	41	.	.	PUNCT
cana-3179	214	1	figure	figure	VERB
cana-3179	214	2	1	1	NUM
cana-3179	214	3	:	:	PUNCT
cana-3179	214	4	transaction	transaction	NOUN
cana-3179	214	5	throughput	throughput	NOUN
cana-3179	214	6	vs.	vs.	ADP
cana-3179	214	7	number	number	NOUN
cana-3179	214	8	of	of	ADP
cana-3179	214	9	nodes	node	NOUN
cana-3179	214	10	the	the	DET
cana-3179	214	11	figure	figure	NOUN
cana-3179	214	12	1	1	NUM
cana-3179	214	13	shows	show	VERB
cana-3179	214	14	a	a	DET
cana-3179	214	15	slight	slight	ADJ
cana-3179	214	16	decrease	decrease	NOUN
cana-3179	214	17	in	in	ADP
cana-3179	214	18	transaction	transaction	NOUN
cana-3179	214	19	throughput	throughput	NOUN
cana-3179	214	20	as	as	ADP
cana-3179	214	21	the	the	DET
cana-3179	214	22	number	number	NOUN
cana-3179	214	23	of	of	ADP
cana-3179	214	24	nodes	node	NOUN
cana-3179	214	25	increases	increase	NOUN
cana-3179	214	26	,	,	PUNCT
cana-3179	214	27	indicating	indicate	VERB
cana-3179	214	28	that	that	SCONJ
cana-3179	214	29	the	the	DET
cana-3179	214	30	framework	framework	NOUN
cana-3179	214	31	efficiently	efficiently	ADV
cana-3179	214	32	handles	handle	VERB
cana-3179	214	33	network	network	NOUN
cana-3179	214	34	scaling	scale	VERB
cana-3179	214	35	with	with	ADP
cana-3179	214	36	minimal	minimal	ADJ
cana-3179	214	37	impact	impact	NOUN
cana-3179	214	38	on	on	ADP
cana-3179	214	39	performance	performance	NOUN
cana-3179	214	40	.	.	PUNCT
cana-3179	215	1	communications	communication	NOUN
cana-3179	215	2	on	on	ADP
cana-3179	215	3	applied	apply	VERB
cana-3179	215	4	nonlinear	nonlinear	ADJ
cana-3179	215	5	analysis	analysis	NOUN
cana-3179	215	6	issn	issn	NOUN
cana-3179	215	7	:	:	PUNCT
cana-3179	215	8	1074	1074	NUM
cana-3179	215	9	-	-	PUNCT
cana-3179	215	10	133x	133x	NUM
cana-3179	215	11	vol	vol	NOUN
cana-3179	215	12	32	32	NUM
cana-3179	215	13	no	no	NOUN
cana-3179	215	14	.	.	PUNCT
cana-3179	216	1	5s	5s	NUM
cana-3179	216	2	(	(	PUNCT
cana-3179	216	3	2025	2025	NUM
cana-3179	216	4	)	)	PUNCT
cana-3179	216	5	549	549	NUM
cana-3179	216	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3179	216	7	figure	figure	NOUN
cana-3179	216	8	2	2	NUM
cana-3179	216	9	:	:	PUNCT
cana-3179	216	10	data	datum	NOUN
cana-3179	216	11	integrity	integrity	NOUN
cana-3179	216	12	verification	verification	NOUN
cana-3179	216	13	time	time	NOUN
cana-3179	216	14	vs.	vs.	ADP
cana-3179	216	15	data	datum	NOUN
cana-3179	216	16	size	size	NOUN
cana-3179	216	17	the	the	DET
cana-3179	216	18	figure	figure	NOUN
cana-3179	216	19	2	2	NUM
cana-3179	216	20	illustrates	illustrate	VERB
cana-3179	216	21	that	that	SCONJ
cana-3179	216	22	the	the	DET
cana-3179	216	23	verification	verification	NOUN
cana-3179	216	24	time	time	NOUN
cana-3179	216	25	for	for	ADP
cana-3179	216	26	data	datum	NOUN
cana-3179	216	27	integrity	integrity	NOUN
cana-3179	216	28	remains	remain	VERB
cana-3179	216	29	consistent	consistent	ADJ
cana-3179	216	30	across	across	ADP
cana-3179	216	31	different	different	ADJ
cana-3179	216	32	data	datum	NOUN
cana-3179	216	33	sizes	size	NOUN
cana-3179	216	34	,	,	PUNCT
cana-3179	216	35	emphasizing	emphasize	VERB
cana-3179	216	36	the	the	DET
cana-3179	216	37	framework	framework	NOUN
cana-3179	216	38	's	's	PART
cana-3179	216	39	effective	effective	ADJ
cana-3179	216	40	management	management	NOUN
cana-3179	216	41	of	of	ADP
cana-3179	216	42	data	datum	NOUN
cana-3179	216	43	integrity	integrity	NOUN
cana-3179	216	44	without	without	ADP
cana-3179	216	45	delays	delay	NOUN
cana-3179	216	46	.	.	PUNCT
cana-3179	217	1	figure	figure	VERB
cana-3179	217	2	3	3	NUM
cana-3179	217	3	:	:	PUNCT
cana-3179	217	4	system	system	NOUN
cana-3179	217	5	performance	performance	NOUN
cana-3179	217	6	vs.	vs.	ADP
cana-3179	217	7	network	network	NOUN
cana-3179	217	8	load	load	VERB
cana-3179	217	9	the	the	DET
cana-3179	217	10	figure	figure	NOUN
cana-3179	217	11	3	3	NUM
cana-3179	217	12	compares	compare	VERB
cana-3179	217	13	transaction	transaction	NOUN
cana-3179	217	14	processing	processing	NOUN
cana-3179	217	15	times	time	NOUN
cana-3179	217	16	and	and	CCONJ
cana-3179	217	17	block	block	NOUN
cana-3179	217	18	generation	generation	NOUN
cana-3179	217	19	times	time	NOUN
cana-3179	217	20	as	as	ADP
cana-3179	217	21	the	the	DET
cana-3179	217	22	network	network	NOUN
cana-3179	217	23	load	load	NOUN
cana-3179	217	24	increases	increase	NOUN
cana-3179	217	25	.	.	PUNCT
cana-3179	218	1	the	the	DET
cana-3179	218	2	near	near	ADJ
cana-3179	218	3	-	-	PUNCT
cana-3179	218	4	linear	linear	NOUN
cana-3179	218	5	growth	growth	NOUN
cana-3179	218	6	of	of	ADP
cana-3179	218	7	both	both	DET
cana-3179	218	8	metrics	metric	NOUN
cana-3179	218	9	underlines	underline	VERB
cana-3179	218	10	the	the	DET
cana-3179	218	11	framework	framework	NOUN
cana-3179	218	12	's	's	PART
cana-3179	218	13	robust	robust	ADJ
cana-3179	218	14	scalability	scalability	NOUN
cana-3179	218	15	and	and	CCONJ
cana-3179	218	16	its	its	PRON
cana-3179	218	17	capability	capability	NOUN
cana-3179	218	18	to	to	PART
cana-3179	218	19	manage	manage	VERB
cana-3179	218	20	increased	increase	VERB
cana-3179	218	21	loads	load	NOUN
cana-3179	218	22	efficiently	efficiently	ADV
cana-3179	218	23	.	.	PUNCT
cana-3179	219	1	figure	figure	VERB
cana-3179	219	2	4	4	NUM
cana-3179	219	3	:	:	PUNCT
cana-3179	219	4	access	access	NOUN
cana-3179	219	5	control	control	NOUN
cana-3179	219	6	latency	latency	NOUN
cana-3179	219	7	vs.	vs.	ADP
cana-3179	219	8	number	number	NOUN
cana-3179	219	9	of	of	ADP
cana-3179	219	10	access	access	NOUN
cana-3179	219	11	requests	request	VERB
cana-3179	219	12	the	the	DET
cana-3179	219	13	figure	figure	NOUN
cana-3179	219	14	4	4	NUM
cana-3179	219	15	depicts	depict	VERB
cana-3179	219	16	that	that	SCONJ
cana-3179	219	17	access	access	NOUN
cana-3179	219	18	control	control	NOUN
cana-3179	219	19	latency	latency	NOUN
cana-3179	219	20	remains	remain	VERB
cana-3179	219	21	low	low	ADJ
cana-3179	219	22	and	and	CCONJ
cana-3179	219	23	stable	stable	ADJ
cana-3179	219	24	,	,	PUNCT
cana-3179	219	25	even	even	ADV
cana-3179	219	26	with	with	ADP
cana-3179	219	27	a	a	DET
cana-3179	219	28	significant	significant	ADJ
cana-3179	219	29	number	number	NOUN
cana-3179	219	30	of	of	ADP
cana-3179	219	31	concurrent	concurrent	ADJ
cana-3179	219	32	access	access	NOUN
cana-3179	219	33	requests	request	NOUN
cana-3179	219	34	,	,	PUNCT
cana-3179	219	35	showcasing	showcase	VERB
cana-3179	219	36	the	the	DET
cana-3179	219	37	framework	framework	NOUN
cana-3179	219	38	's	's	PART
cana-3179	219	39	ability	ability	NOUN
cana-3179	219	40	to	to	PART
cana-3179	219	41	maintain	maintain	VERB
cana-3179	219	42	secure	secure	ADJ
cana-3179	219	43	and	and	CCONJ
cana-3179	219	44	quick	quick	ADJ
cana-3179	219	45	data	datum	NOUN
cana-3179	219	46	access	access	NOUN
cana-3179	219	47	under	under	ADP
cana-3179	219	48	varying	vary	VERB
cana-3179	219	49	demand	demand	NOUN
cana-3179	219	50	levels	level	NOUN
cana-3179	219	51	.	.	PUNCT
cana-3179	220	1	these	these	DET
cana-3179	220	2	visualizations	visualization	NOUN
cana-3179	220	3	provide	provide	VERB
cana-3179	220	4	a	a	DET
cana-3179	220	5	comprehensive	comprehensive	ADJ
cana-3179	220	6	overview	overview	NOUN
cana-3179	220	7	of	of	ADP
cana-3179	220	8	the	the	DET
cana-3179	220	9	framework	framework	NOUN
cana-3179	220	10	's	's	PART
cana-3179	220	11	performance	performance	NOUN
cana-3179	220	12	,	,	PUNCT
cana-3179	220	13	highlighting	highlight	VERB
cana-3179	220	14	its	its	PRON
cana-3179	220	15	strengths	strength	NOUN
cana-3179	220	16	in	in	ADP
cana-3179	220	17	managing	manage	VERB
cana-3179	220	18	high	high	ADJ
cana-3179	220	19	transaction	transaction	NOUN
cana-3179	220	20	volumes	volume	NOUN
cana-3179	220	21	,	,	PUNCT
cana-3179	220	22	maintaining	maintain	VERB
cana-3179	220	23	data	data	NOUN
cana-3179	220	24	integrity	integrity	NOUN
cana-3179	220	25	,	,	PUNCT
cana-3179	220	26	scalability	scalability	NOUN
cana-3179	220	27	,	,	PUNCT
cana-3179	220	28	and	and	CCONJ
cana-3179	220	29	efficient	efficient	ADJ
cana-3179	220	30	access	access	NOUN
cana-3179	220	31	control	control	NOUN
cana-3179	220	32	.	.	PUNCT
cana-3179	221	1	communications	communication	NOUN
cana-3179	221	2	on	on	ADP
cana-3179	221	3	applied	apply	VERB
cana-3179	221	4	nonlinear	nonlinear	ADJ
cana-3179	221	5	analysis	analysis	NOUN
cana-3179	221	6	issn	issn	NOUN
cana-3179	221	7	:	:	PUNCT
cana-3179	221	8	1074	1074	NUM
cana-3179	221	9	-	-	PUNCT
cana-3179	221	10	133x	133x	NUM
cana-3179	221	11	vol	vol	NOUN
cana-3179	221	12	32	32	NUM
cana-3179	221	13	no	no	NOUN
cana-3179	221	14	.	.	PUNCT
cana-3179	222	1	5s	5s	NUM
cana-3179	222	2	(	(	PUNCT
cana-3179	222	3	2025	2025	NUM
cana-3179	222	4	)	)	PUNCT
cana-3179	222	5	550	550	NUM
cana-3179	222	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3179	222	7	the	the	DET
cana-3179	222	8	integrated	integrate	VERB
cana-3179	222	9	presentation	presentation	NOUN
cana-3179	222	10	of	of	ADP
cana-3179	222	11	results	result	NOUN
cana-3179	222	12	,	,	PUNCT
cana-3179	222	13	with	with	ADP
cana-3179	222	14	corresponding	correspond	VERB
cana-3179	222	15	tables	table	NOUN
cana-3179	222	16	and	and	CCONJ
cana-3179	222	17	graphs	graph	NOUN
cana-3179	222	18	,	,	PUNCT
cana-3179	222	19	illustrates	illustrate	VERB
cana-3179	222	20	the	the	DET
cana-3179	222	21	blockchainbased	blockchainbase	VERB
cana-3179	222	22	computing	compute	VERB
cana-3179	222	23	framework	framework	NOUN
cana-3179	222	24	for	for	ADP
cana-3179	222	25	data	data	NOUN
cana-3179	222	26	auditing	auditing	NOUN
cana-3179	222	27	management	management	NOUN
cana-3179	222	28	's	's	PART
cana-3179	222	29	strong	strong	ADJ
cana-3179	222	30	performance	performance	NOUN
cana-3179	222	31	across	across	ADP
cana-3179	222	32	essential	essential	ADJ
cana-3179	222	33	metrics	metric	NOUN
cana-3179	222	34	.	.	PUNCT
cana-3179	223	1	the	the	DET
cana-3179	223	2	framework	framework	NOUN
cana-3179	223	3	demonstrates	demonstrate	VERB
cana-3179	223	4	high	high	ADJ
cana-3179	223	5	transaction	transaction	NOUN
cana-3179	223	6	throughput	throughput	NOUN
cana-3179	223	7	,	,	PUNCT
cana-3179	223	8	efficient	efficient	ADJ
cana-3179	223	9	data	datum	NOUN
cana-3179	223	10	integrity	integrity	NOUN
cana-3179	223	11	verification	verification	NOUN
cana-3179	223	12	,	,	PUNCT
cana-3179	223	13	scalable	scalable	ADJ
cana-3179	223	14	system	system	NOUN
cana-3179	223	15	performance	performance	NOUN
cana-3179	223	16	,	,	PUNCT
cana-3179	223	17	and	and	CCONJ
cana-3179	223	18	effective	effective	ADJ
cana-3179	223	19	access	access	NOUN
cana-3179	223	20	control	control	NOUN
cana-3179	223	21	management	management	NOUN
cana-3179	223	22	under	under	ADP
cana-3179	223	23	varying	vary	VERB
cana-3179	223	24	operational	operational	ADJ
cana-3179	223	25	conditions	condition	NOUN
cana-3179	223	26	.	.	PUNCT
cana-3179	224	1	these	these	DET
cana-3179	224	2	findings	finding	NOUN
cana-3179	224	3	affirm	affirm	VERB
cana-3179	224	4	the	the	DET
cana-3179	224	5	framework	framework	NOUN
cana-3179	224	6	's	's	PART
cana-3179	224	7	potential	potential	NOUN
cana-3179	224	8	as	as	ADP
cana-3179	224	9	a	a	DET
cana-3179	224	10	robust	robust	ADJ
cana-3179	224	11	solution	solution	NOUN
cana-3179	224	12	for	for	ADP
cana-3179	224	13	industries	industry	NOUN
cana-3179	224	14	seeking	seek	VERB
cana-3179	224	15	secure	secure	ADJ
cana-3179	224	16	,	,	PUNCT
cana-3179	224	17	scalable	scalable	ADJ
cana-3179	224	18	,	,	PUNCT
cana-3179	224	19	and	and	CCONJ
cana-3179	224	20	efficient	efficient	ADJ
cana-3179	224	21	data	datum	NOUN
cana-3179	224	22	management	management	NOUN
cana-3179	224	23	systems	system	NOUN
cana-3179	224	24	.	.	PUNCT
cana-3179	225	1	through	through	ADP
cana-3179	225	2	detailed	detailed	ADJ
cana-3179	225	3	analysis	analysis	NOUN
cana-3179	225	4	and	and	CCONJ
cana-3179	225	5	visual	visual	ADJ
cana-3179	225	6	representation	representation	NOUN
cana-3179	225	7	,	,	PUNCT
cana-3179	225	8	the	the	DET
cana-3179	225	9	study	study	NOUN
cana-3179	225	10	underscores	underscore	VERB
cana-3179	225	11	the	the	DET
cana-3179	225	12	framework	framework	NOUN
cana-3179	225	13	's	's	PART
cana-3179	225	14	readiness	readiness	NOUN
cana-3179	225	15	to	to	PART
cana-3179	225	16	meet	meet	VERB
cana-3179	225	17	the	the	DET
cana-3179	225	18	demands	demand	NOUN
cana-3179	225	19	of	of	ADP
cana-3179	225	20	real	real	ADJ
cana-3179	225	21	-	-	PUNCT
cana-3179	225	22	world	world	NOUN
cana-3179	225	23	applications	application	NOUN
cana-3179	225	24	,	,	PUNCT
cana-3179	225	25	positioning	position	VERB
cana-3179	225	26	it	it	PRON
cana-3179	225	27	as	as	ADP
cana-3179	225	28	a	a	DET
cana-3179	225	29	pivotal	pivotal	ADJ
cana-3179	225	30	technology	technology	NOUN
cana-3179	225	31	for	for	ADP
cana-3179	225	32	enhancing	enhance	VERB
cana-3179	225	33	blockchain	blockchain	PROPN
cana-3179	225	34	-	-	PUNCT
cana-3179	225	35	based	base	VERB
cana-3179	225	36	data	data	NOUN
cana-3179	225	37	management	management	NOUN
cana-3179	225	38	practices	practice	NOUN
cana-3179	225	39	.	.	PUNCT
cana-3179	226	1	•	•	NUM
cana-3179	226	2	transaction	transaction	NOUN
cana-3179	226	3	throughput	throughput	NOUN
cana-3179	226	4	vs.	vs.	ADP
cana-3179	226	5	number	number	NOUN
cana-3179	226	6	of	of	ADP
cana-3179	226	7	nodes	node	NOUN
cana-3179	226	8	:	:	PUNCT
cana-3179	226	9	demonstrates	demonstrate	VERB
cana-3179	226	10	the	the	DET
cana-3179	226	11	framework	framework	NOUN
cana-3179	226	12	's	's	PART
cana-3179	226	13	ability	ability	NOUN
cana-3179	226	14	to	to	PART
cana-3179	226	15	handle	handle	VERB
cana-3179	226	16	transactions	transaction	NOUN
cana-3179	226	17	efficiently	efficiently	ADV
cana-3179	226	18	,	,	PUNCT
cana-3179	226	19	with	with	ADP
cana-3179	226	20	a	a	DET
cana-3179	226	21	slight	slight	ADJ
cana-3179	226	22	decrease	decrease	NOUN
cana-3179	226	23	in	in	ADP
cana-3179	226	24	throughput	throughput	NOUN
cana-3179	226	25	as	as	ADP
cana-3179	226	26	the	the	DET
cana-3179	226	27	network	network	NOUN
cana-3179	226	28	size	size	NOUN
cana-3179	226	29	increases	increase	NOUN
cana-3179	226	30	,	,	PUNCT
cana-3179	226	31	indicating	indicate	VERB
cana-3179	226	32	scalability	scalability	NOUN
cana-3179	226	33	.	.	PUNCT
cana-3179	227	1	•	•	NUM
cana-3179	227	2	data	datum	NOUN
cana-3179	227	3	integrity	integrity	NOUN
cana-3179	227	4	verification	verification	NOUN
cana-3179	227	5	time	time	NOUN
cana-3179	227	6	vs.	vs.	ADP
cana-3179	227	7	data	data	NOUN
cana-3179	227	8	size	size	NOUN
cana-3179	227	9	:	:	PUNCT
cana-3179	227	10	shows	show	VERB
cana-3179	227	11	consistent	consistent	ADJ
cana-3179	227	12	verification	verification	NOUN
cana-3179	227	13	times	time	NOUN
cana-3179	227	14	across	across	ADP
cana-3179	227	15	different	different	ADJ
cana-3179	227	16	data	datum	NOUN
cana-3179	227	17	sizes	size	NOUN
cana-3179	227	18	,	,	PUNCT
cana-3179	227	19	highlighting	highlight	VERB
cana-3179	227	20	the	the	DET
cana-3179	227	21	framework	framework	NOUN
cana-3179	227	22	's	's	PART
cana-3179	227	23	effectiveness	effectiveness	NOUN
cana-3179	227	24	in	in	ADP
cana-3179	227	25	maintaining	maintain	VERB
cana-3179	227	26	data	datum	NOUN
cana-3179	227	27	integrity	integrity	NOUN
cana-3179	227	28	without	without	ADP
cana-3179	227	29	significant	significant	ADJ
cana-3179	227	30	delays	delay	NOUN
cana-3179	227	31	.	.	PUNCT
cana-3179	228	1	•	•	NUM
cana-3179	228	2	system	system	NOUN
cana-3179	228	3	performance	performance	NOUN
cana-3179	228	4	vs.	vs.	ADP
cana-3179	228	5	network	network	NOUN
cana-3179	228	6	load	load	NOUN
cana-3179	228	7	:	:	PUNCT
cana-3179	228	8	illustrates	illustrate	VERB
cana-3179	228	9	the	the	DET
cana-3179	228	10	framework	framework	NOUN
cana-3179	228	11	's	's	PART
cana-3179	228	12	scalability	scalability	NOUN
cana-3179	228	13	,	,	PUNCT
cana-3179	228	14	with	with	ADP
cana-3179	228	15	nearlinear	nearlinear	ADJ
cana-3179	228	16	increases	increase	NOUN
cana-3179	228	17	in	in	ADP
cana-3179	228	18	transaction	transaction	NOUN
cana-3179	228	19	processing	processing	NOUN
cana-3179	228	20	and	and	CCONJ
cana-3179	228	21	block	block	NOUN
cana-3179	228	22	generation	generation	NOUN
cana-3179	228	23	times	time	NOUN
cana-3179	228	24	as	as	ADP
cana-3179	228	25	network	network	NOUN
cana-3179	228	26	load	load	NOUN
cana-3179	228	27	escalates	escalate	NOUN
cana-3179	228	28	,	,	PUNCT
cana-3179	228	29	indicating	indicate	VERB
cana-3179	228	30	efficient	efficient	ADJ
cana-3179	228	31	handling	handling	NOUN
cana-3179	228	32	of	of	ADP
cana-3179	228	33	increased	increase	VERB
cana-3179	228	34	loads	load	NOUN
cana-3179	228	35	.	.	PUNCT
cana-3179	229	1	•	•	NUM
cana-3179	229	2	access	access	NOUN
cana-3179	229	3	control	control	NOUN
cana-3179	229	4	latency	latency	NOUN
cana-3179	229	5	vs.	vs.	ADP
cana-3179	229	6	number	number	NOUN
cana-3179	229	7	of	of	ADP
cana-3179	229	8	access	access	NOUN
cana-3179	229	9	requests	request	NOUN
cana-3179	229	10	:	:	PUNCT
cana-3179	229	11	depicts	depict	VERB
cana-3179	229	12	the	the	DET
cana-3179	229	13	stability	stability	NOUN
cana-3179	229	14	of	of	ADP
cana-3179	229	15	access	access	NOUN
cana-3179	229	16	control	control	NOUN
cana-3179	229	17	latency	latency	NOUN
cana-3179	229	18	,	,	PUNCT
cana-3179	229	19	which	which	PRON
cana-3179	229	20	remains	remain	VERB
cana-3179	229	21	low	low	ADJ
cana-3179	229	22	despite	despite	SCONJ
cana-3179	229	23	a	a	DET
cana-3179	229	24	rise	rise	NOUN
cana-3179	229	25	in	in	ADP
cana-3179	229	26	concurrent	concurrent	ADJ
cana-3179	229	27	access	access	NOUN
cana-3179	229	28	requests	request	NOUN
cana-3179	229	29	,	,	PUNCT
cana-3179	229	30	showcasing	showcase	VERB
cana-3179	229	31	the	the	DET
cana-3179	229	32	framework	framework	NOUN
cana-3179	229	33	's	's	PART
cana-3179	229	34	capability	capability	NOUN
cana-3179	229	35	to	to	PART
cana-3179	229	36	manage	manage	VERB
cana-3179	229	37	secure	secure	ADJ
cana-3179	229	38	data	datum	NOUN
cana-3179	229	39	access	access	NOUN
cana-3179	229	40	efficiently	efficiently	ADV
cana-3179	229	41	.	.	PUNCT
cana-3179	230	1	5	5	X
cana-3179	230	2	.	.	X
cana-3179	230	3	conclusion	conclusion	VERB
cana-3179	230	4	the	the	DET
cana-3179	230	5	comprehensive	comprehensive	ADJ
cana-3179	230	6	analysis	analysis	NOUN
cana-3179	230	7	and	and	CCONJ
cana-3179	230	8	experimental	experimental	ADJ
cana-3179	230	9	evaluation	evaluation	NOUN
cana-3179	230	10	of	of	ADP
cana-3179	230	11	the	the	DET
cana-3179	230	12	blockchain	blockchain	PROPN
cana-3179	230	13	-	-	PUNCT
cana-3179	230	14	based	base	VERB
cana-3179	230	15	computing	computing	NOUN
cana-3179	230	16	framework	framework	NOUN
cana-3179	230	17	for	for	ADP
cana-3179	230	18	data	data	NOUN
cana-3179	230	19	auditing	auditing	NOUN
cana-3179	230	20	management	management	NOUN
cana-3179	230	21	have	have	AUX
cana-3179	230	22	conclusively	conclusively	ADV
cana-3179	230	23	demonstrated	demonstrate	VERB
cana-3179	230	24	its	its	PRON
cana-3179	230	25	efficacy	efficacy	NOUN
cana-3179	230	26	and	and	CCONJ
cana-3179	230	27	robustness	robustness	NOUN
cana-3179	230	28	across	across	ADP
cana-3179	230	29	several	several	ADJ
cana-3179	230	30	key	key	ADJ
cana-3179	230	31	performance	performance	NOUN
cana-3179	230	32	metrics	metric	NOUN
cana-3179	230	33	.	.	PUNCT
cana-3179	231	1	this	this	DET
cana-3179	231	2	framework	framework	NOUN
cana-3179	231	3	,	,	PUNCT
cana-3179	231	4	leveraging	leverage	VERB
cana-3179	231	5	the	the	DET
cana-3179	231	6	immutable	immutable	ADJ
cana-3179	231	7	and	and	CCONJ
cana-3179	231	8	decentralized	decentralized	ADJ
cana-3179	231	9	nature	nature	NOUN
cana-3179	231	10	of	of	ADP
cana-3179	231	11	blockchain	blockchain	PROPN
cana-3179	231	12	technology	technology	PROPN
cana-3179	231	13	,	,	PUNCT
cana-3179	231	14	has	have	AUX
cana-3179	231	15	shown	show	VERB
cana-3179	231	16	remarkable	remarkable	ADJ
cana-3179	231	17	capabilities	capability	NOUN
cana-3179	231	18	in	in	ADP
cana-3179	231	19	handling	handle	VERB
cana-3179	231	20	high	high	ADJ
cana-3179	231	21	transaction	transaction	NOUN
cana-3179	231	22	throughputs	throughput	NOUN
cana-3179	231	23	,	,	PUNCT
cana-3179	231	24	maintaining	maintain	VERB
cana-3179	231	25	stringent	stringent	ADJ
cana-3179	231	26	data	datum	NOUN
cana-3179	231	27	integrity	integrity	NOUN
cana-3179	231	28	,	,	PUNCT
cana-3179	231	29	ensuring	ensure	VERB
cana-3179	231	30	scalable	scalable	ADJ
cana-3179	231	31	system	system	NOUN
cana-3179	231	32	performance	performance	NOUN
cana-3179	231	33	,	,	PUNCT
cana-3179	231	34	and	and	CCONJ
cana-3179	231	35	managing	manage	VERB
cana-3179	231	36	efficient	efficient	ADJ
cana-3179	231	37	access	access	NOUN
cana-3179	231	38	control	control	NOUN
cana-3179	231	39	,	,	PUNCT
cana-3179	231	40	even	even	ADV
cana-3179	231	41	under	under	ADP
cana-3179	231	42	increased	increase	VERB
cana-3179	231	43	loads	load	NOUN
cana-3179	231	44	and	and	CCONJ
cana-3179	231	45	scalability	scalability	NOUN
cana-3179	231	46	demands	demand	NOUN
cana-3179	231	47	.	.	PUNCT
cana-3179	232	1	the	the	DET
cana-3179	232	2	findings	finding	NOUN
cana-3179	232	3	from	from	ADP
cana-3179	232	4	the	the	DET
cana-3179	232	5	experimental	experimental	ADJ
cana-3179	232	6	study	study	NOUN
cana-3179	232	7	,	,	PUNCT
cana-3179	232	8	supported	support	VERB
cana-3179	232	9	by	by	ADP
cana-3179	232	10	detailed	detailed	ADJ
cana-3179	232	11	tables	table	NOUN
cana-3179	232	12	and	and	CCONJ
cana-3179	232	13	graphical	graphical	ADJ
cana-3179	232	14	representations	representation	NOUN
cana-3179	232	15	,	,	PUNCT
cana-3179	232	16	underline	underline	VERB
cana-3179	232	17	the	the	DET
cana-3179	232	18	framework	framework	NOUN
cana-3179	232	19	's	's	PART
cana-3179	232	20	potential	potential	NOUN
cana-3179	232	21	to	to	PART
cana-3179	232	22	revolutionize	revolutionize	VERB
cana-3179	232	23	data	data	NOUN
cana-3179	232	24	management	management	NOUN
cana-3179	232	25	practices	practice	NOUN
cana-3179	232	26	across	across	ADP
cana-3179	232	27	various	various	ADJ
cana-3179	232	28	sectors	sector	NOUN
cana-3179	232	29	.	.	PUNCT
cana-3179	233	1	by	by	ADP
cana-3179	233	2	offering	offer	VERB
cana-3179	233	3	near	near	ADP
cana-3179	233	4	-	-	PUNCT
cana-3179	233	5	optimal	optimal	ADJ
cana-3179	233	6	performance	performance	NOUN
cana-3179	233	7	in	in	ADP
cana-3179	233	8	transaction	transaction	NOUN
cana-3179	233	9	processing	processing	NOUN
cana-3179	233	10	,	,	PUNCT
cana-3179	233	11	data	datum	NOUN
cana-3179	233	12	verification	verification	NOUN
cana-3179	233	13	,	,	PUNCT
cana-3179	233	14	and	and	CCONJ
cana-3179	233	15	system	system	NOUN
cana-3179	233	16	scalability	scalability	NOUN
cana-3179	233	17	,	,	PUNCT
cana-3179	233	18	the	the	DET
cana-3179	233	19	framework	framework	NOUN
cana-3179	233	20	addresses	address	VERB
cana-3179	233	21	critical	critical	ADJ
cana-3179	233	22	challenges	challenge	NOUN
cana-3179	233	23	faced	face	VERB
cana-3179	233	24	by	by	ADP
cana-3179	233	25	industries	industry	NOUN
cana-3179	233	26	requiring	require	VERB
cana-3179	233	27	secure	secure	ADJ
cana-3179	233	28	,	,	PUNCT
cana-3179	233	29	transparent	transparent	ADJ
cana-3179	233	30	,	,	PUNCT
cana-3179	233	31	and	and	CCONJ
cana-3179	233	32	efficient	efficient	ADJ
cana-3179	233	33	data	datum	NOUN
cana-3179	233	34	auditing	auditing	NOUN
cana-3179	233	35	and	and	CCONJ
cana-3179	233	36	management	management	NOUN
cana-3179	233	37	solutions	solution	NOUN
cana-3179	233	38	.	.	PUNCT
cana-3179	234	1	moreover	moreover	ADV
cana-3179	234	2	,	,	PUNCT
cana-3179	234	3	the	the	DET
cana-3179	234	4	framework	framework	NOUN
cana-3179	234	5	's	's	PART
cana-3179	234	6	adaptability	adaptability	NOUN
cana-3179	234	7	and	and	CCONJ
cana-3179	234	8	the	the	DET
cana-3179	234	9	effective	effective	ADJ
cana-3179	234	10	management	management	NOUN
cana-3179	234	11	of	of	ADP
cana-3179	234	12	access	access	NOUN
cana-3179	234	13	controls	control	NOUN
cana-3179	234	14	underscore	underscore	VERB
cana-3179	234	15	its	its	PRON
cana-3179	234	16	applicability	applicability	NOUN
cana-3179	234	17	in	in	ADP
cana-3179	234	18	scenarios	scenario	NOUN
cana-3179	234	19	requiring	require	VERB
cana-3179	234	20	strict	strict	ADJ
cana-3179	234	21	data	datum	NOUN
cana-3179	234	22	privacy	privacy	NOUN
cana-3179	234	23	and	and	CCONJ
cana-3179	234	24	security	security	NOUN
cana-3179	234	25	measures	measure	NOUN
cana-3179	234	26	.	.	PUNCT
cana-3179	235	1	its	its	PRON
cana-3179	235	2	performance	performance	NOUN
cana-3179	235	3	in	in	ADP
cana-3179	235	4	these	these	DET
cana-3179	235	5	areas	area	NOUN
cana-3179	235	6	suggests	suggest	VERB
cana-3179	235	7	that	that	SCONJ
cana-3179	235	8	it	it	PRON
cana-3179	235	9	can	can	AUX
cana-3179	235	10	serve	serve	VERB
cana-3179	235	11	as	as	ADP
cana-3179	235	12	a	a	DET
cana-3179	235	13	cornerstone	cornerstone	NOUN
cana-3179	235	14	for	for	ADP
cana-3179	235	15	developing	develop	VERB
cana-3179	235	16	future	future	ADJ
cana-3179	235	17	blockchain	blockchain	NOUN
cana-3179	235	18	-	-	PUNCT
cana-3179	235	19	based	base	VERB
cana-3179	235	20	applications	application	NOUN
cana-3179	235	21	,	,	PUNCT
cana-3179	235	22	from	from	ADP
cana-3179	235	23	healthcare	healthcare	NOUN
cana-3179	235	24	and	and	CCONJ
cana-3179	235	25	finance	finance	NOUN
cana-3179	235	26	to	to	PART
cana-3179	235	27	supply	supply	VERB
cana-3179	235	28	chain	chain	NOUN
cana-3179	235	29	management	management	NOUN
cana-3179	235	30	and	and	CCONJ
cana-3179	235	31	beyond	beyond	ADP
cana-3179	235	32	.	.	PUNCT
cana-3179	236	1	in	in	ADP
cana-3179	236	2	conclusion	conclusion	NOUN
cana-3179	236	3	,	,	PUNCT
cana-3179	236	4	the	the	DET
cana-3179	236	5	blockchain	blockchain	PROPN
cana-3179	236	6	-	-	PUNCT
cana-3179	236	7	based	base	VERB
cana-3179	236	8	computing	computing	NOUN
cana-3179	236	9	framework	framework	NOUN
cana-3179	236	10	for	for	ADP
cana-3179	236	11	data	data	NOUN
cana-3179	236	12	auditing	auditing	NOUN
cana-3179	236	13	management	management	NOUN
cana-3179	236	14	stands	stand	VERB
cana-3179	236	15	as	as	ADP
cana-3179	236	16	a	a	DET
cana-3179	236	17	testament	testament	NOUN
cana-3179	236	18	to	to	ADP
cana-3179	236	19	the	the	DET
cana-3179	236	20	potential	potential	NOUN
cana-3179	236	21	of	of	ADP
cana-3179	236	22	blockchain	blockchain	PROPN
cana-3179	236	23	technology	technology	PROPN
cana-3179	236	24	to	to	PART
cana-3179	236	25	provide	provide	VERB
cana-3179	236	26	secure	secure	ADJ
cana-3179	236	27	,	,	PUNCT
cana-3179	236	28	efficient	efficient	ADJ
cana-3179	236	29	,	,	PUNCT
cana-3179	236	30	and	and	CCONJ
cana-3179	236	31	transparent	transparent	ADJ
cana-3179	236	32	data	datum	NOUN
cana-3179	236	33	management	management	NOUN
cana-3179	236	34	solutions	solution	NOUN
cana-3179	236	35	.	.	PUNCT
cana-3179	237	1	its	its	PRON
cana-3179	237	2	successful	successful	ADJ
cana-3179	237	3	experimental	experimental	ADJ
cana-3179	237	4	validation	validation	NOUN
cana-3179	237	5	opens	open	VERB
cana-3179	237	6	the	the	DET
cana-3179	237	7	door	door	NOUN
cana-3179	237	8	to	to	PART
cana-3179	237	9	further	further	ADJ
cana-3179	237	10	research	research	NOUN
cana-3179	237	11	and	and	CCONJ
cana-3179	237	12	development	development	NOUN
cana-3179	237	13	,	,	PUNCT
cana-3179	237	14	aiming	aim	VERB
cana-3179	237	15	at	at	ADP
cana-3179	237	16	refining	refining	NOUN
cana-3179	237	17	and	and	CCONJ
cana-3179	237	18	customizing	customize	VERB
cana-3179	237	19	the	the	DET
cana-3179	237	20	framework	framework	NOUN
cana-3179	237	21	for	for	ADP
cana-3179	237	22	specific	specific	ADJ
cana-3179	237	23	industry	industry	NOUN
cana-3179	237	24	needs	need	NOUN
cana-3179	237	25	.	.	PUNCT
cana-3179	238	1	as	as	SCONJ
cana-3179	238	2	the	the	DET
cana-3179	238	3	demand	demand	NOUN
cana-3179	238	4	for	for	ADP
cana-3179	238	5	reliable	reliable	ADJ
cana-3179	238	6	data	datum	NOUN
cana-3179	238	7	management	management	NOUN
cana-3179	238	8	continues	continue	VERB
cana-3179	238	9	to	to	PART
cana-3179	238	10	grow	grow	VERB
cana-3179	238	11	,	,	PUNCT
cana-3179	238	12	this	this	DET
cana-3179	238	13	framework	framework	NOUN
cana-3179	238	14	offers	offer	VERB
cana-3179	238	15	a	a	DET
cana-3179	238	16	promising	promising	ADJ
cana-3179	238	17	avenue	avenue	NOUN
cana-3179	238	18	for	for	ADP
cana-3179	238	19	harnessing	harness	VERB
cana-3179	238	20	the	the	DET
cana-3179	238	21	power	power	NOUN
cana-3179	238	22	of	of	ADP
cana-3179	238	23	blockchain	blockchain	PROPN
cana-3179	238	24	technology	technology	PROPN
cana-3179	238	25	,	,	PUNCT
cana-3179	238	26	ensuring	ensure	VERB
cana-3179	238	27	its	its	PRON
cana-3179	238	28	pivotal	pivotal	ADJ
cana-3179	238	29	role	role	NOUN
cana-3179	238	30	in	in	ADP
cana-3179	238	31	the	the	DET
cana-3179	238	32	evolution	evolution	NOUN
cana-3179	238	33	of	of	ADP
cana-3179	238	34	data	data	NOUN
cana-3179	238	35	management	management	NOUN
cana-3179	238	36	strategies	strategy	NOUN
cana-3179	238	37	in	in	ADP
cana-3179	238	38	the	the	DET
cana-3179	238	39	digital	digital	ADJ
cana-3179	238	40	age	age	NOUN
cana-3179	238	41	.	.	PUNCT
cana-3179	239	1	communications	communication	NOUN
cana-3179	239	2	on	on	ADP
cana-3179	239	3	applied	apply	VERB
cana-3179	239	4	nonlinear	nonlinear	ADJ
cana-3179	239	5	analysis	analysis	NOUN
cana-3179	239	6	issn	issn	NOUN
cana-3179	239	7	:	:	PUNCT
cana-3179	239	8	1074	1074	NUM
cana-3179	239	9	-	-	PUNCT
cana-3179	239	10	133x	133x	NUM
cana-3179	239	11	vol	vol	NOUN
cana-3179	239	12	32	32	NUM
cana-3179	239	13	no	no	NOUN
cana-3179	239	14	.	.	PUNCT
cana-3179	240	1	5s	5s	NUM
cana-3179	240	2	(	(	PUNCT
cana-3179	240	3	2025	2025	NUM
cana-3179	240	4	)	)	PUNCT
cana-3179	240	5	551	551	NUM
cana-3179	240	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3179	240	7	references	reference	NOUN
cana-3179	240	8	[	[	X
cana-3179	240	9	1	1	NUM
cana-3179	240	10	]	]	PUNCT
cana-3179	240	11	j.	j.	PROPN
cana-3179	240	12	r.	r.	PROPN
cana-3179	240	13	dwaram	dwaram	PROPN
cana-3179	240	14	and	and	CCONJ
cana-3179	240	15	r.	r.	PROPN
cana-3179	240	16	k.	k.	PROPN
cana-3179	240	17	madapuri	madapuri	PROPN
cana-3179	240	18	,	,	PUNCT
cana-3179	240	19	“	"	PUNCT
cana-3179	240	20	crop	crop	NOUN
cana-3179	240	21	yield	yield	NOUN
cana-3179	240	22	forecasting	forecasting	NOUN
cana-3179	240	23	by	by	ADP
cana-3179	240	24	long	long	ADJ
cana-3179	240	25	short‐term	short‐term	ADJ
cana-3179	240	26	memory	memory	NOUN
cana-3179	240	27	network	network	NOUN
cana-3179	240	28	with	with	ADP
cana-3179	240	29	adam	adam	PROPN
cana-3179	240	30	optimizer	optimizer	NOUN
cana-3179	240	31	and	and	CCONJ
cana-3179	240	32	huber	huber	PROPN
cana-3179	240	33	loss	loss	NOUN
cana-3179	240	34	function	function	NOUN
cana-3179	240	35	in	in	ADP
cana-3179	240	36	andhra	andhra	PROPN
cana-3179	240	37	pradesh	pradesh	PROPN
cana-3179	240	38	,	,	PUNCT
cana-3179	240	39	india	india	PROPN
cana-3179	240	40	,	,	PUNCT
cana-3179	240	41	”	"	PUNCT
cana-3179	240	42	concurrency	concurrency	NOUN
cana-3179	240	43	and	and	CCONJ
cana-3179	240	44	computation	computation	NOUN
cana-3179	240	45	:	:	PUNCT
cana-3179	240	46	practice	practice	NOUN
cana-3179	240	47	and	and	CCONJ
cana-3179	240	48	experience	experience	NOUN
cana-3179	240	49	,	,	PUNCT
cana-3179	240	50	vol	vol	NOUN
cana-3179	240	51	.	.	PROPN
cana-3179	241	1	34	34	NUM
cana-3179	241	2	,	,	PUNCT
cana-3179	241	3	no	no	INTJ
cana-3179	241	4	.	.	NOUN
cana-3179	241	5	27	27	NUM
cana-3179	241	6	.	.	X
cana-3179	242	1	wiley	wiley	PROPN
cana-3179	242	2	,	,	PUNCT
cana-3179	242	3	sep	sep	PROPN
cana-3179	242	4	.	.	PROPN
cana-3179	242	5	18	18	NUM
cana-3179	242	6	,	,	PUNCT
cana-3179	242	7	2022	2022	NUM
cana-3179	242	8	.	.	PUNCT
cana-3179	243	1	doi	doi	NOUN
cana-3179	243	2	:	:	PUNCT
cana-3179	243	3	10.1002	10.1002	NUM
cana-3179	243	4	/	/	SYM
cana-3179	243	5	cpe.7310	cpe.7310	NUM
cana-3179	243	6	.	.	PUNCT
cana-3179	244	1	[	[	X
cana-3179	244	2	2	2	NUM
cana-3179	244	3	]	]	X
cana-3179	244	4	swetha	swetha	NOUN
cana-3179	244	5	,	,	PUNCT
cana-3179	244	6	a.	a.	PROPN
cana-3179	244	7	.	.	PUNCT
cana-3179	244	8	,	,	PUNCT
cana-3179	244	9	m.	m.	NOUN
cana-3179	244	10	s.	s.	PROPN
cana-3179	244	11	.	.	PUNCT
cana-3179	245	1	lakshmi	lakshmi	PROPN
cana-3179	245	2	,	,	PUNCT
cana-3179	245	3	and	and	CCONJ
cana-3179	245	4	m.	m.	PROPN
cana-3179	245	5	r.	r.	PROPN
cana-3179	245	6	.	.	PUNCT
cana-3179	246	1	kumar	kumar	PROPN
cana-3179	246	2	.	.	PUNCT
cana-3179	247	1	“	"	PUNCT
cana-3179	247	2	chronic	chronic	ADJ
cana-3179	247	3	kidney	kidney	NOUN
cana-3179	247	4	disease	disease	NOUN
cana-3179	247	5	diagnostic	diagnostic	ADJ
cana-3179	247	6	approaches	approach	NOUN
cana-3179	247	7	using	use	VERB
cana-3179	247	8	efficient	efficient	ADJ
cana-3179	247	9	artificial	artificial	ADJ
cana-3179	247	10	intelligence	intelligence	NOUN
cana-3179	247	11	methods	method	NOUN
cana-3179	247	12	”	"	PUNCT
cana-3179	247	13	.	.	PUNCT
cana-3179	248	1	international	international	ADJ
cana-3179	248	2	journal	journal	NOUN
cana-3179	248	3	of	of	ADP
cana-3179	248	4	intelligent	intelligent	ADJ
cana-3179	248	5	systems	system	NOUN
cana-3179	248	6	and	and	CCONJ
cana-3179	248	7	applications	application	NOUN
cana-3179	248	8	in	in	ADP
cana-3179	248	9	engineering	engineering	NOUN
cana-3179	248	10	,	,	PUNCT
cana-3179	248	11	vol	vol	NOUN
cana-3179	248	12	.	.	PROPN
cana-3179	248	13	10	10	NUM
cana-3179	248	14	,	,	PUNCT
cana-3179	248	15	no	no	INTJ
cana-3179	248	16	.	.	NOUN
cana-3179	249	1	1s	1s	NUM
cana-3179	249	2	,	,	PUNCT
cana-3179	249	3	oct	oct	PROPN
cana-3179	249	4	.	.	PROPN
cana-3179	249	5	2022	2022	NUM
cana-3179	249	6	,	,	PUNCT
cana-3179	249	7	pp	pp	ADJ
cana-3179	249	8	.	.	PUNCT
cana-3179	250	1	254	254	NUM
cana-3179	250	2	.	.	PUNCT
cana-3179	251	1	[	[	X
cana-3179	251	2	3	3	X
cana-3179	251	3	]	]	X
cana-3179	251	4	rudra	rudra	PROPN
cana-3179	251	5	kumar	kumar	PROPN
cana-3179	251	6	,	,	PUNCT
cana-3179	251	7	m.	m.	NOUN
cana-3179	251	8	,	,	PUNCT
cana-3179	251	9	gunjan	gunjan	PROPN
cana-3179	251	10	,	,	PUNCT
cana-3179	251	11	v.k	v.k	PROPN
cana-3179	251	12	.	.	PROPN
cana-3179	251	13	(	(	PUNCT
cana-3179	251	14	2022	2022	NUM
cana-3179	251	15	)	)	PUNCT
cana-3179	251	16	.	.	PUNCT
cana-3179	252	1	machine	machine	NOUN
cana-3179	252	2	learning	learning	NOUN
cana-3179	252	3	based	base	VERB
cana-3179	252	4	solutions	solution	NOUN
cana-3179	252	5	for	for	ADP
cana-3179	252	6	human	human	ADJ
cana-3179	252	7	resource	resource	NOUN
cana-3179	252	8	systems	system	NOUN
cana-3179	252	9	management	management	NOUN
cana-3179	252	10	.	.	PUNCT
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cana-3179	253	4	,	,	PUNCT
cana-3179	253	5	a.	a.	PROPN
cana-3179	253	6	,	,	PUNCT
cana-3179	253	7	mozar	mozar	PROPN
cana-3179	253	8	,	,	PUNCT
cana-3179	253	9	s.	s.	PROPN
cana-3179	253	10	(	(	PUNCT
cana-3179	253	11	eds	eds	PROPN
cana-3179	253	12	)	)	PUNCT
cana-3179	253	13	iccce	iccce	NOUN
cana-3179	253	14	2021	2021	NUM
cana-3179	253	15	.	.	PUNCT
cana-3179	254	1	lecture	lecture	NOUN
cana-3179	254	2	notes	note	NOUN
cana-3179	254	3	in	in	ADP
cana-3179	254	4	electrical	electrical	ADJ
cana-3179	254	5	engineering	engineering	NOUN
cana-3179	254	6	,	,	PUNCT
cana-3179	254	7	vol	vol	NOUN
cana-3179	254	8	828	828	NUM
cana-3179	254	9	.	.	PUNCT
cana-3179	255	1	springer	springer	NOUN
cana-3179	255	2	,	,	PUNCT
cana-3179	255	3	singapore	singapore	PROPN
cana-3179	255	4	.	.	PUNCT
cana-3179	256	1	https://doi.org/10.1007/978-981-16-7985-8_129	https://doi.org/10.1007/978-981-16-7985-8_129	PROPN
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cana-3179	257	1	[	[	X
cana-3179	257	2	4	4	NUM
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cana-3179	257	4	chanal	chanal	ADJ
cana-3179	257	5	,	,	PUNCT
cana-3179	257	6	poornima	poornima	PROPN
cana-3179	257	7	m.	m.	NOUN
cana-3179	257	8	,	,	PUNCT
cana-3179	257	9	and	and	CCONJ
cana-3179	257	10	mahabaleshwar	mahabaleshwar	PROPN
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cana-3179	257	13	.	.	PUNCT
cana-3179	258	1	"	"	PUNCT
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cana-3179	258	6	framework	framework	NOUN
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cana-3179	258	8	internet	internet	NOUN
cana-3179	258	9	of	of	ADP
cana-3179	258	10	things	thing	NOUN
cana-3179	258	11	.	.	PUNCT
cana-3179	258	12	"	"	PUNCT
cana-3179	259	1	(	(	PUNCT
cana-3179	259	2	2022	2022	NUM
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cana-3179	259	4	.	.	PUNCT
cana-3179	260	1	[	[	X
cana-3179	260	2	5	5	NUM
cana-3179	260	3	]	]	PUNCT
cana-3179	260	4	sarode	sarode	NOUN
cana-3179	260	5	,	,	PUNCT
cana-3179	260	6	rashmi	rashmi	PROPN
cana-3179	260	7	p.	p.	PROPN
cana-3179	260	8	,	,	PUNCT
cana-3179	260	9	yutaka	yutaka	PROPN
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cana-3179	260	11	,	,	PUNCT
cana-3179	260	12	and	and	CCONJ
cana-3179	260	13	subhash	subhash	PROPN
cana-3179	260	14	bhalla	bhalla	PROPN
cana-3179	260	15	.	.	PUNCT
cana-3179	261	1	"	"	PUNCT
cana-3179	261	2	a	a	DET
cana-3179	261	3	blockchain	blockchain	NOUN
cana-3179	261	4	-	-	PUNCT
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cana-3179	261	6	approach	approach	NOUN
cana-3179	261	7	for	for	ADP
cana-3179	261	8	audit	audit	NOUN
cana-3179	261	9	management	management	NOUN
cana-3179	261	10	of	of	ADP
cana-3179	261	11	electronic	electronic	ADJ
cana-3179	261	12	health	health	NOUN
cana-3179	261	13	records	record	NOUN
cana-3179	261	14	.	.	PUNCT
cana-3179	261	15	"	"	PUNCT
cana-3179	262	1	in	in	ADP
cana-3179	262	2	international	international	ADJ
cana-3179	262	3	conference	conference	NOUN
cana-3179	262	4	on	on	ADP
cana-3179	262	5	big	big	ADJ
cana-3179	262	6	data	datum	NOUN
cana-3179	262	7	analytics	analytic	NOUN
cana-3179	262	8	,	,	PUNCT
cana-3179	262	9	pp	pp	ADP
cana-3179	262	10	.	.	PUNCT
cana-3179	262	11	86	86	NUM
cana-3179	262	12	-	-	SYM
cana-3179	262	13	94	94	NUM
cana-3179	262	14	.	.	PUNCT
cana-3179	262	15	cham	cham	PROPN
cana-3179	262	16	:	:	PUNCT
cana-3179	262	17	springer	springer	NOUN
cana-3179	262	18	nature	nature	PROPN
cana-3179	262	19	switzerland	switzerland	PROPN
cana-3179	262	20	,	,	PUNCT
cana-3179	262	21	2022	2022	NUM
cana-3179	262	22	.	.	PUNCT
cana-3179	263	1	[	[	X
cana-3179	263	2	6	6	NUM
cana-3179	263	3	]	]	X
cana-3179	263	4	shu	shu	NOUN
cana-3179	263	5	,	,	PUNCT
cana-3179	263	6	jiangang	jiangang	PROPN
cana-3179	263	7	,	,	PUNCT
cana-3179	263	8	xing	xing	PROPN
cana-3179	263	9	zou	zou	PROPN
cana-3179	263	10	,	,	PUNCT
cana-3179	263	11	xiaohua	xiaohua	PROPN
cana-3179	263	12	jia	jia	PROPN
cana-3179	263	13	,	,	PUNCT
cana-3179	263	14	weizhe	weizhe	PROPN
cana-3179	263	15	zhang	zhang	PROPN
cana-3179	263	16	,	,	PUNCT
cana-3179	263	17	and	and	CCONJ
cana-3179	263	18	ruitao	ruitao	PROPN
cana-3179	263	19	xie	xie	PROPN
cana-3179	263	20	.	.	PUNCT
cana-3179	264	1	"	"	PUNCT
cana-3179	264	2	blockchain	blockchain	NOUN
cana-3179	264	3	-	-	PUNCT
cana-3179	264	4	based	base	VERB
cana-3179	264	5	decentralized	decentralized	ADJ
cana-3179	264	6	public	public	ADJ
cana-3179	264	7	auditing	auditing	NOUN
cana-3179	264	8	for	for	ADP
cana-3179	264	9	cloud	cloud	NOUN
cana-3179	264	10	storage	storage	NOUN
cana-3179	264	11	.	.	PUNCT
cana-3179	264	12	"	"	PUNCT
cana-3179	265	1	ieee	ieee	NOUN
cana-3179	265	2	transactions	transaction	NOUN
cana-3179	265	3	on	on	ADP
cana-3179	265	4	cloud	cloud	NOUN
cana-3179	265	5	computing	compute	VERB
cana-3179	265	6	10	10	NUM
cana-3179	265	7	,	,	PUNCT
cana-3179	265	8	no	no	INTJ
cana-3179	265	9	.	.	NOUN
cana-3179	265	10	4	4	NUM
cana-3179	265	11	(	(	PUNCT
cana-3179	265	12	2021	2021	NUM
cana-3179	265	13	):	):	PUNCT
cana-3179	265	14	2366	2366	NUM
cana-3179	265	15	-	-	SYM
cana-3179	265	16	2380	2380	NUM
cana-3179	265	17	.	.	PUNCT
cana-3179	266	1	[	[	X
cana-3179	266	2	7	7	NUM
cana-3179	266	3	]	]	X
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cana-3179	266	6	yao	yao	PROPN
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cana-3179	266	8	lei	lei	PROPN
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cana-3179	266	10	,	,	PUNCT
cana-3179	266	11	zikang	zikang	PROPN
cana-3179	266	12	chen	chen	PROPN
cana-3179	266	13	,	,	PUNCT
cana-3179	266	14	can	can	AUX
cana-3179	266	15	zhang	zhang	PROPN
cana-3179	266	16	,	,	PUNCT
cana-3179	266	17	and	and	CCONJ
cana-3179	266	18	liehuang	liehuang	PROPN
cana-3179	266	19	zhu	zhu	PROPN
cana-3179	266	20	.	.	PUNCT
cana-3179	267	1	"	"	PUNCT
cana-3179	267	2	a	a	DET
cana-3179	267	3	blockchain	blockchain	NOUN
cana-3179	267	4	-	-	PUNCT
cana-3179	267	5	based	base	VERB
cana-3179	267	6	data	datum	NOUN
cana-3179	267	7	sharing	sharing	NOUN
cana-3179	267	8	system	system	NOUN
cana-3179	267	9	with	with	ADP
cana-3179	267	10	enhanced	enhanced	ADJ
cana-3179	267	11	auditability	auditability	NOUN
cana-3179	267	12	.	.	PUNCT
cana-3179	267	13	"	"	PUNCT
cana-3179	268	1	mathematics	mathematic	NOUN
cana-3179	268	2	10	10	NUM
cana-3179	268	3	,	,	PUNCT
cana-3179	268	4	no	no	INTJ
cana-3179	268	5	.	.	NOUN
cana-3179	268	6	23	23	NUM
cana-3179	268	7	(	(	PUNCT
cana-3179	268	8	2022	2022	NUM
cana-3179	268	9	):	):	PUNCT
cana-3179	268	10	4494	4494	NUM
cana-3179	268	11	.	.	PUNCT
cana-3179	269	1	[	[	X
cana-3179	269	2	8	8	NUM
cana-3179	269	3	]	]	X
cana-3179	269	4	wang	wang	PROPN
cana-3179	269	5	,	,	PUNCT
cana-3179	269	6	jinpeng	jinpeng	PROPN
cana-3179	269	7	,	,	PUNCT
cana-3179	269	8	sai	sai	PROPN
cana-3179	269	9	wang	wang	PROPN
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cana-3179	269	11	lianhai	lianhai	PROPN
cana-3179	269	12	wang	wang	PROPN
cana-3179	269	13	,	,	PUNCT
cana-3179	269	14	wei	wei	PROPN
cana-3179	269	15	shao	shao	PROPN
cana-3179	269	16	,	,	PUNCT
cana-3179	269	17	shujiang	shujiang	PROPN
cana-3179	269	18	xu	xu	PROPN
cana-3179	269	19	,	,	PUNCT
cana-3179	269	20	and	and	CCONJ
cana-3179	269	21	shuhui	shuhui	PROPN
cana-3179	269	22	zhang	zhang	PROPN
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cana-3179	270	1	"	"	PUNCT
cana-3179	270	2	a	a	DET
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cana-3179	270	4	and	and	CCONJ
cana-3179	270	5	edge	edge	NOUN
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cana-3179	270	7	based	base	VERB
cana-3179	270	8	public	public	ADJ
cana-3179	270	9	audit	audit	NOUN
cana-3179	270	10	scheme	scheme	NOUN
cana-3179	270	11	for	for	ADP
cana-3179	270	12	cloud	cloud	NOUN
cana-3179	270	13	storage	storage	NOUN
cana-3179	270	14	.	.	PUNCT
cana-3179	270	15	"	"	PUNCT
cana-3179	271	1	in	in	ADP
cana-3179	271	2	2022	2022	NUM
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cana-3179	271	4	chinese	chinese	PROPN
cana-3179	271	5	control	control	PROPN
cana-3179	271	6	conference	conference	PROPN
cana-3179	271	7	(	(	PUNCT
cana-3179	271	8	ccc	ccc	PROPN
cana-3179	271	9	)	)	PUNCT
cana-3179	271	10	,	,	PUNCT
cana-3179	271	11	pp	pp	ADP
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cana-3179	271	14	-	-	SYM
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cana-3179	271	20	.	.	PUNCT
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cana-3179	272	6	jie	jie	PROPN
cana-3179	272	7	,	,	PUNCT
cana-3179	272	8	hui	hui	PROPN
cana-3179	272	9	huang	huang	PROPN
cana-3179	272	10	,	,	PUNCT
cana-3179	272	11	chenhuang	chenhuang	PROPN
cana-3179	272	12	wu	wu	PROPN
cana-3179	272	13	,	,	PUNCT
cana-3179	272	14	qunshan	qunshan	PROPN
cana-3179	272	15	chen	chen	PROPN
cana-3179	272	16	,	,	PUNCT
cana-3179	272	17	and	and	CCONJ
cana-3179	272	18	zhenjie	zhenjie	PROPN
cana-3179	272	19	huang	huang	PROPN
cana-3179	272	20	.	.	PUNCT
cana-3179	273	1	"	"	PUNCT
cana-3179	273	2	a	a	DET
cana-3179	273	3	collaborative	collaborative	ADJ
cana-3179	273	4	auditing	auditing	NOUN
cana-3179	273	5	scheme	scheme	NOUN
cana-3179	273	6	with	with	ADP
cana-3179	273	7	dynamic	dynamic	ADJ
cana-3179	273	8	data	datum	NOUN
cana-3179	273	9	updates	update	NOUN
cana-3179	273	10	based	base	VERB
cana-3179	273	11	on	on	ADP
cana-3179	273	12	blockchain	blockchain	PROPN
cana-3179	273	13	.	.	PUNCT
cana-3179	273	14	"	"	PUNCT
cana-3179	274	1	connection	connection	NOUN
cana-3179	274	2	science	science	NOUN
cana-3179	274	3	35	35	NUM
cana-3179	274	4	,	,	PUNCT
cana-3179	274	5	no	no	INTJ
cana-3179	274	6	.	.	NOUN
cana-3179	274	7	1	1	NUM
cana-3179	274	8	(	(	PUNCT
cana-3179	274	9	2023	2023	NUM
cana-3179	274	10	):	):	PUNCT
cana-3179	274	11	2213863	2213863	NUM
cana-3179	274	12	.	.	PUNCT
cana-3179	275	1	[	[	X
cana-3179	275	2	10	10	NUM
cana-3179	275	3	]	]	SYM
cana-3179	275	4	wu	wu	PROPN
cana-3179	275	5	,	,	PUNCT
cana-3179	275	6	jianbin	jianbin	PROPN
cana-3179	275	7	,	,	PUNCT
cana-3179	275	8	sami	sami	PROPN
cana-3179	275	9	ahmed	ahmed	PROPN
cana-3179	275	10	haider	haider	PROPN
cana-3179	275	11	,	,	PUNCT
cana-3179	275	12	manish	manish	PROPN
cana-3179	275	13	bhardwaj	bhardwaj	PROPN
cana-3179	275	14	,	,	PUNCT
cana-3179	275	15	aditi	aditi	PROPN
cana-3179	275	16	sharma	sharma	PROPN
cana-3179	275	17	,	,	PUNCT
cana-3179	275	18	and	and	CCONJ
cana-3179	275	19	piyush	piyush	PROPN
cana-3179	275	20	singhal	singhal	PROPN
cana-3179	275	21	.	.	PUNCT
cana-3179	276	1	"	"	PUNCT
cana-3179	276	2	blockchain	blockchain	NOUN
cana-3179	276	3	-	-	PUNCT
cana-3179	276	4	based	base	VERB
cana-3179	276	5	data	datum	NOUN
cana-3179	276	6	audit	audit	NOUN
cana-3179	276	7	mechanism	mechanism	NOUN
cana-3179	276	8	for	for	ADP
cana-3179	276	9	integrity	integrity	NOUN
cana-3179	276	10	over	over	ADP
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cana-3179	276	13	environments	environment	NOUN
cana-3179	276	14	.	.	PUNCT
cana-3179	276	15	"	"	PUNCT
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cana-3179	277	5	2022	2022	NUM
cana-3179	277	6	(	(	PUNCT
cana-3179	277	7	2022	2022	NUM
cana-3179	277	8	)	)	PUNCT
cana-3179	277	9	.	.	PUNCT
cana-3179	278	1	[	[	X
cana-3179	278	2	11	11	NUM
cana-3179	278	3	]	]	X
cana-3179	278	4	shi	shi	PROPN
cana-3179	278	5	,	,	PUNCT
cana-3179	278	6	zeshun	zeshun	PROPN
cana-3179	278	7	,	,	PUNCT
cana-3179	278	8	jeroen	jeroen	PROPN
cana-3179	278	9	bergers	berger	NOUN
cana-3179	278	10	,	,	PUNCT
cana-3179	278	11	ken	ken	PROPN
cana-3179	278	12	korsmit	korsmit	PROPN
cana-3179	278	13	,	,	PUNCT
cana-3179	278	14	and	and	CCONJ
cana-3179	278	15	zhiming	zhime	VERB
cana-3179	278	16	zhao	zhao	PROPN
cana-3179	278	17	.	.	PUNCT
cana-3179	279	1	"	"	PUNCT
cana-3179	279	2	auditem	auditem	ADV
cana-3179	279	3	:	:	PUNCT
cana-3179	279	4	toward	toward	ADP
cana-3179	279	5	an	an	DET
cana-3179	279	6	automated	automate	VERB
cana-3179	279	7	and	and	CCONJ
cana-3179	279	8	efficient	efficient	ADJ
cana-3179	279	9	data	datum	NOUN
cana-3179	279	10	integrity	integrity	NOUN
cana-3179	279	11	verification	verification	NOUN
cana-3179	279	12	model	model	NOUN
cana-3179	279	13	using	use	VERB
cana-3179	279	14	blockchain	blockchain	PROPN
cana-3179	279	15	.	.	PUNCT
cana-3179	279	16	"	"	PUNCT
cana-3179	280	1	arxiv	arxiv	PROPN
cana-3179	280	2	preprint	preprint	VERB
cana-3179	280	3	arxiv:2207.00370	arxiv:2207.00370	NOUN
cana-3179	280	4	(	(	PUNCT
cana-3179	280	5	2022	2022	NUM
cana-3179	280	6	)	)	PUNCT
cana-3179	280	7	.	.	PUNCT
cana-3179	281	1	[	[	X
cana-3179	281	2	12	12	NUM
cana-3179	281	3	]	]	PUNCT
cana-3179	281	4	qi	qi	PROPN
cana-3179	281	5	,	,	PUNCT
cana-3179	281	6	yining	yining	NOUN
cana-3179	281	7	,	,	PUNCT
cana-3179	281	8	yubo	yubo	ADJ
cana-3179	281	9	luo	luo	PROPN
cana-3179	281	10	,	,	PUNCT
cana-3179	281	11	yongfeng	yongfeng	PROPN
cana-3179	281	12	huang	huang	PROPN
cana-3179	281	13	,	,	PUNCT
cana-3179	281	14	and	and	CCONJ
cana-3179	281	15	xing	xing	PROPN
cana-3179	281	16	li	li	PROPN
cana-3179	281	17	.	.	PUNCT
cana-3179	282	1	"	"	PUNCT
cana-3179	282	2	blockchain	blockchain	PROPN
cana-3179	282	3	-	-	PUNCT
cana-3179	282	4	based	base	VERB
cana-3179	282	5	privacy	privacy	NOUN
cana-3179	282	6	-	-	PUNCT
cana-3179	282	7	preserving	preserve	VERB
cana-3179	282	8	public	public	ADJ
cana-3179	282	9	auditing	auditing	NOUN
cana-3179	282	10	for	for	ADP
cana-3179	282	11	group	group	NOUN
cana-3179	282	12	shared	share	VERB
cana-3179	282	13	data	datum	NOUN
cana-3179	282	14	.	.	PUNCT
cana-3179	282	15	"	"	PUNCT
cana-3179	283	1	intelligent	intelligent	ADJ
cana-3179	283	2	automation	automation	NOUN
cana-3179	283	3	&	&	CCONJ
cana-3179	283	4	soft	soft	ADJ
cana-3179	283	5	computing	computing	NOUN
cana-3179	283	6	35	35	NUM
cana-3179	283	7	,	,	PUNCT
cana-3179	283	8	no	no	INTJ
cana-3179	283	9	.	.	NOUN
cana-3179	283	10	3	3	NUM
cana-3179	283	11	(	(	PUNCT
cana-3179	283	12	2023	2023	NUM
cana-3179	283	13	)	)	PUNCT
cana-3179	283	14	.	.	PUNCT
cana-3179	284	1	[	[	X
cana-3179	284	2	13	13	NUM
cana-3179	284	3	]	]	X
cana-3179	284	4	liu	liu	PROPN
cana-3179	284	5	,	,	PUNCT
cana-3179	284	6	zhenpeng	zhenpeng	PROPN
cana-3179	284	7	,	,	PUNCT
cana-3179	284	8	lele	lele	PROPN
cana-3179	284	9	ren	ren	PROPN
cana-3179	284	10	,	,	PUNCT
cana-3179	284	11	yongjiang	yongjiang	PROPN
cana-3179	284	12	feng	feng	PROPN
cana-3179	284	13	,	,	PUNCT
cana-3179	284	14	shuo	shuo	PROPN
cana-3179	284	15	wang	wang	PROPN
cana-3179	284	16	,	,	PUNCT
cana-3179	284	17	and	and	CCONJ
cana-3179	284	18	jianhang	jianhang	PROPN
cana-3179	284	19	wei	wei	PROPN
cana-3179	284	20	.	.	PUNCT
cana-3179	285	1	"	"	PUNCT
cana-3179	285	2	data	datum	NOUN
cana-3179	285	3	integrity	integrity	NOUN
cana-3179	285	4	audit	audit	NOUN
cana-3179	285	5	scheme	scheme	NOUN
cana-3179	285	6	based	base	VERB
cana-3179	285	7	on	on	ADP
cana-3179	285	8	quad	quad	NUM
cana-3179	285	9	merkle	merkle	NOUN
cana-3179	285	10	tree	tree	NOUN
cana-3179	285	11	and	and	CCONJ
cana-3179	285	12	blockchain	blockchain	NOUN
cana-3179	285	13	.	.	PUNCT
cana-3179	285	14	"	"	PUNCT
cana-3179	285	15	ieee	ieee	NOUN
cana-3179	285	16	access	access	NOUN
cana-3179	285	17	(	(	PUNCT
cana-3179	285	18	2023	2023	NUM
cana-3179	285	19	)	)	PUNCT
cana-3179	285	20	.	.	PUNCT
cana-3179	286	1	[	[	X
cana-3179	286	2	14	14	NUM
cana-3179	286	3	]	]	X
cana-3179	286	4	wang	wang	PROPN
cana-3179	286	5	,	,	PUNCT
cana-3179	286	6	lipeng	lipeng	PROPN
cana-3179	286	7	,	,	PUNCT
cana-3179	286	8	zhi	zhi	PROPN
cana-3179	286	9	guan	guan	PROPN
cana-3179	286	10	,	,	PUNCT
cana-3179	286	11	zhong	zhong	PROPN
cana-3179	286	12	chen	chen	PROPN
cana-3179	286	13	,	,	PUNCT
cana-3179	286	14	and	and	CCONJ
cana-3179	286	15	mingsheng	mingsheng	PROPN
cana-3179	286	16	hu	hu	PROPN
cana-3179	286	17	.	.	PUNCT
cana-3179	287	1	"	"	PUNCT
cana-3179	287	2	enabling	enable	VERB
cana-3179	287	3	integrity	integrity	NOUN
cana-3179	287	4	and	and	CCONJ
cana-3179	287	5	compliance	compliance	NOUN
cana-3179	287	6	auditing	auditing	NOUN
cana-3179	287	7	in	in	ADP
cana-3179	287	8	blockchain	blockchain	PROPN
cana-3179	287	9	-	-	PUNCT
cana-3179	287	10	based	base	VERB
cana-3179	287	11	gdpr	gdpr	NOUN
cana-3179	287	12	-	-	PUNCT
cana-3179	287	13	compliant	compliant	ADJ
cana-3179	287	14	data	datum	NOUN
cana-3179	287	15	management	management	NOUN
cana-3179	287	16	.	.	PUNCT
cana-3179	287	17	"	"	PUNCT
cana-3179	288	1	ieee	ieee	NOUN
cana-3179	288	2	internet	internet	NOUN
cana-3179	288	3	of	of	ADP
cana-3179	288	4	things	thing	NOUN
cana-3179	288	5	journal	journal	NOUN
cana-3179	288	6	(	(	PUNCT
cana-3179	288	7	2023	2023	NUM
cana-3179	288	8	)	)	PUNCT
cana-3179	288	9	.	.	PUNCT
cana-3179	289	1	[	[	X
cana-3179	289	2	15	15	NUM
cana-3179	289	3	]	]	X
cana-3179	289	4	franklin	franklin	PROPN
cana-3179	289	5	,	,	PUNCT
cana-3179	289	6	karen	karen	PROPN
cana-3179	289	7	akshatha	akshatha	PROPN
cana-3179	289	8	,	,	PUNCT
cana-3179	289	9	philip	philip	PROPN
cana-3179	289	10	samuel	samuel	PROPN
cana-3179	289	11	panneer	panneer	PROPN
cana-3179	289	12	selvam	selvam	PROPN
cana-3179	289	13	,	,	PUNCT
cana-3179	289	14	and	and	CCONJ
cana-3179	289	15	samhitha	samhitha	PROPN
cana-3179	289	16	keshireddy	keshireddy	PROPN
cana-3179	289	17	.	.	PUNCT
cana-3179	290	1	"	"	PUNCT
cana-3179	290	2	testing	testing	NOUN
cana-3179	290	3	and	and	CCONJ
cana-3179	290	4	auditing	auditing	NOUN
cana-3179	290	5	blockchain	blockchain	PROPN
cana-3179	290	6	applications	application	NOUN
cana-3179	290	7	.	.	PUNCT
cana-3179	290	8	"	"	PUNCT
cana-3179	291	1	in	in	ADP
cana-3179	291	2	the	the	DET
cana-3179	291	3	auditor	auditor	NOUN
cana-3179	291	4	’s	’s	PART
cana-3179	291	5	guide	guide	NOUN
cana-3179	291	6	to	to	PART
cana-3179	291	7	blockchain	blockchain	PROPN
cana-3179	291	8	technology	technology	PROPN
cana-3179	291	9	,	,	PUNCT
cana-3179	291	10	pp	pp	ADP
cana-3179	291	11	.	.	PUNCT
cana-3179	292	1	155	155	NUM
cana-3179	292	2	-	-	SYM
cana-3179	292	3	170	170	NUM
cana-3179	292	4	.	.	PUNCT
cana-3179	293	1	crc	crc	PROPN
cana-3179	293	2	press	press	PROPN
cana-3179	293	3	,	,	PUNCT
cana-3179	293	4	2022	2022	NUM
cana-3179	293	5	.	.	PUNCT
cana-3179	294	1	[	[	X
cana-3179	294	2	16	16	NUM
cana-3179	294	3	]	]	X
cana-3179	294	4	sun	sun	PROPN
cana-3179	294	5	,	,	PUNCT
cana-3179	294	6	yuan	yuan	PROPN
cana-3179	294	7	,	,	PUNCT
cana-3179	294	8	xing	xing	PROPN
cana-3179	294	9	zhang	zhang	PROPN
cana-3179	294	10	,	,	PUNCT
cana-3179	294	11	and	and	CCONJ
cana-3179	294	12	mengyao	mengyao	PROPN
cana-3179	294	13	han	han	PROPN
cana-3179	294	14	.	.	PUNCT
cana-3179	295	1	"	"	PUNCT
cana-3179	295	2	research	research	NOUN
cana-3179	295	3	on	on	ADP
cana-3179	295	4	the	the	DET
cana-3179	295	5	application	application	NOUN
cana-3179	295	6	of	of	ADP
cana-3179	295	7	blockchain	blockchain	PROPN
cana-3179	295	8	technology	technology	PROPN
cana-3179	295	9	in	in	ADP
cana-3179	295	10	big	big	ADJ
cana-3179	295	11	data	datum	NOUN
cana-3179	295	12	auditing	auditing	NOUN
cana-3179	295	13	.	.	PUNCT
cana-3179	295	14	"	"	PUNCT
cana-3179	296	1	in	in	ADP
cana-3179	296	2	proceedings	proceeding	NOUN
cana-3179	296	3	of	of	ADP
cana-3179	296	4	the	the	DET
cana-3179	296	5	2023	2023	NUM
cana-3179	296	6	3rd	3rd	ADJ
cana-3179	296	7	international	international	ADJ
cana-3179	296	8	conference	conference	NOUN
cana-3179	296	9	on	on	ADP
cana-3179	296	10	robotics	robotic	NOUN
cana-3179	296	11	and	and	CCONJ
cana-3179	296	12	control	control	PROPN
cana-3179	296	13	engineering	engineering	NOUN
cana-3179	296	14	,	,	PUNCT
cana-3179	296	15	pp	pp	ADJ
cana-3179	296	16	.	.	PUNCT
cana-3179	296	17	49	49	NUM
cana-3179	296	18	-	-	SYM
cana-3179	296	19	54	54	NUM
cana-3179	296	20	.	.	PUNCT
cana-3179	296	21	2023	2023	NUM
cana-3179	296	22	.	.	PUNCT
cana-3179	297	1	[	[	X
cana-3179	297	2	17	17	NUM
cana-3179	297	3	]	]	X
cana-3179	297	4	qi	qi	PROPN
cana-3179	297	5	,	,	PUNCT
cana-3179	297	6	yining	yining	NOUN
cana-3179	297	7	,	,	PUNCT
cana-3179	297	8	yubo	yubo	ADJ
cana-3179	297	9	luo	luo	PROPN
cana-3179	297	10	,	,	PUNCT
cana-3179	297	11	yongfeng	yongfeng	PROPN
cana-3179	297	12	huang	huang	PROPN
cana-3179	297	13	,	,	PUNCT
cana-3179	297	14	and	and	CCONJ
cana-3179	297	15	xing	xing	PROPN
cana-3179	297	16	li	li	PROPN
cana-3179	297	17	.	.	PUNCT
cana-3179	298	1	"	"	PUNCT
cana-3179	298	2	blockchain	blockchain	PROPN
cana-3179	298	3	-	-	PUNCT
cana-3179	298	4	based	base	VERB
cana-3179	298	5	privacy	privacy	NOUN
cana-3179	298	6	-	-	PUNCT
cana-3179	298	7	preserving	preserve	VERB
cana-3179	298	8	group	group	NOUN
cana-3179	298	9	data	datum	NOUN
cana-3179	298	10	auditing	auditing	NOUN
cana-3179	298	11	with	with	ADP
cana-3179	298	12	secure	secure	ADJ
cana-3179	298	13	user	user	NOUN
cana-3179	298	14	revocation	revocation	NOUN
cana-3179	298	15	.	.	PUNCT
cana-3179	298	16	"	"	PUNCT
cana-3179	299	1	comput	comput	NOUN
cana-3179	299	2	.	.	PUNCT
cana-3179	300	1	syst	syst	PROPN
cana-3179	300	2	.	.	PUNCT
cana-3179	301	1	sci	sci	PROPN
cana-3179	301	2	.	.	PUNCT
cana-3179	302	1	eng	eng	PROPN
cana-3179	302	2	.	.	PROPN
cana-3179	303	1	45	45	NUM
cana-3179	303	2	,	,	PUNCT
cana-3179	303	3	no	no	INTJ
cana-3179	303	4	.	.	NOUN
cana-3179	303	5	1	1	NUM
cana-3179	303	6	(	(	PUNCT
cana-3179	303	7	2023	2023	NUM
cana-3179	303	8	):	):	PUNCT
cana-3179	303	9	183	183	NUM
cana-3179	303	10	-	-	SYM
cana-3179	303	11	199	199	NUM
cana-3179	303	12	.	.	PUNCT
cana-3179	304	1	[	[	X
cana-3179	304	2	18	18	NUM
cana-3179	304	3	]	]	X
cana-3179	304	4	zhao	zhao	X
cana-3179	304	5	,	,	PUNCT
cana-3179	304	6	jiahao	jiahao	NOUN
cana-3179	304	7	,	,	PUNCT
cana-3179	304	8	yushu	yushu	PROPN
cana-3179	304	9	zhang	zhang	PROPN
cana-3179	304	10	,	,	PUNCT
cana-3179	304	11	and	and	CCONJ
cana-3179	304	12	jiajia	jiajia	VERB
cana-3179	304	13	jiang	jiang	PROPN
cana-3179	304	14	.	.	PUNCT
cana-3179	305	1	"	"	PUNCT
cana-3179	305	2	blockchain	blockchain	NOUN
cana-3179	305	3	-	-	PUNCT
cana-3179	305	4	based	base	VERB
cana-3179	305	5	distributed	distribute	VERB
cana-3179	305	6	computing	computing	NOUN
cana-3179	305	7	consistency	consistency	NOUN
cana-3179	305	8	verification	verification	NOUN
cana-3179	305	9	for	for	ADP
cana-3179	305	10	iot	iot	ADJ
cana-3179	305	11	mobile	mobile	ADJ
cana-3179	305	12	applications	application	NOUN
cana-3179	305	13	.	.	PUNCT
cana-3179	305	14	"	"	PUNCT
cana-3179	305	15	applied	apply	VERB
cana-3179	305	16	sciences	science	NOUN
cana-3179	305	17	13	13	NUM
cana-3179	305	18	,	,	PUNCT
cana-3179	305	19	no	no	INTJ
cana-3179	305	20	.	.	NOUN
cana-3179	305	21	13	13	NUM
cana-3179	305	22	(	(	PUNCT
cana-3179	305	23	2023	2023	NUM
cana-3179	305	24	):	):	PUNCT
cana-3179	305	25	7762	7762	NUM
cana-3179	305	26	.	.	PUNCT